warning: commands will be executed using /bin/sh
job 2408 at Fri Feb 28 10:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140225/YutaMouse20-140225/YutaMouse20-140225
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3365913 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1121971 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 58874 members 
Mstep: Class 3 contains 59078 members 
Mstep: Class 4 contains 58631 members 
Mstep: Class 5 contains 59048 members 
Mstep: Class 6 contains 58859 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 58798 members 
Mstep: Class 9 contains 59089 members 
Mstep: Class 10 contains 58938 members 
Mstep: Class 11 contains 59436 members 
Mstep: Class 12 contains 59136 members 
Mstep: Class 13 contains 59176 members 
Mstep: Class 14 contains 58832 members 
Mstep: Class 15 contains 58830 members 
Mstep: Class 16 contains 59612 members 
Mstep: Class 17 contains 58914 members 
Mstep: Class 18 contains 59057 members 
Mstep: Class 19 contains 59122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -185854720.000000 Penalty: 65640.976562
Iteration 0F: 20 clusters Score -1.858547e+08 nChanged 1062743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1995 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 36719 members 
Mstep: Class 3 contains 38251 members 
Mstep: Class 4 contains 263738 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 20066 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 218222 members 
Mstep: Class 9 contains 24312 members 
Mstep: Class 10 contains 21268 members 
Mstep: Class 11 contains 181573 members 
Mstep: Class 12 contains 62629 members 
Mstep: Class 13 contains 32914 members 
Mstep: Class 14 contains 43380 members 
Mstep: Class 15 contains 24883 members 
Mstep: Class 16 contains 20523 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 51271 members 
Mstep: Class 19 contains 23921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193254688.000000 Penalty: 65640.976562
Iteration 1F: 20 clusters Score -1.932547e+08 nChanged 481896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2220 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 87592 members 
Mstep: Class 3 contains 32454 members 
Mstep: Class 4 contains 212977 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 184191 members 
Mstep: Class 9 contains 10890 members 
Mstep: Class 10 contains 14202 members 
Mstep: Class 11 contains 196594 members 
Mstep: Class 12 contains 94911 members 
Mstep: Class 13 contains 25082 members 
Mstep: Class 14 contains 78203 members 
Mstep: Class 15 contains 11804 members 
Mstep: Class 16 contains 18751 members 
Mstep: Class 17 contains 4014 members 
Mstep: Class 18 contains 108259 members 
Mstep: Class 19 contains 14173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194279840.000000 Penalty: 65640.976562
Iteration 2F: 20 clusters Score -1.942798e+08 nChanged 411085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1683 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 110306 members 
Mstep: Class 3 contains 42565 members 
Mstep: Class 4 contains 148022 members 
Mstep: Class 5 contains 8465 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 9771 members 
Mstep: Class 8 contains 120047 members 
Mstep: Class 9 contains 15049 members 
Mstep: Class 10 contains 22504 members 
Mstep: Class 11 contains 155533 members 
Mstep: Class 12 contains 114717 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 136656 members 
Mstep: Class 15 contains 19459 members 
Mstep: Class 16 contains 28275 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 132997 members 
Mstep: Class 19 contains 7964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 65640.976562
Iteration 3F: 20 clusters Score -1.947398e+08 nChanged 338641
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 107786 members 
Mstep: Class 3 contains 60805 members 
Mstep: Class 4 contains 117993 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 11170 members 
Mstep: Class 7 contains 15812 members 
Mstep: Class 8 contains 92260 members 
Mstep: Class 9 contains 24093 members 
Mstep: Class 10 contains 40446 members 
Mstep: Class 11 contains 136347 members 
Mstep: Class 12 contains 118980 members 
Mstep: Class 13 contains 53688 members 
Mstep: Class 14 contains 122439 members 
Mstep: Class 15 contains 36617 members 
Mstep: Class 16 contains 51958 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 117250 members 
Mstep: Class 19 contains 4060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195215536.000000 Penalty: 65640.976562
Iteration 4F: 20 clusters Score -1.952155e+08 nChanged 262870
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 93758 members 
Mstep: Class 3 contains 81249 members 
Mstep: Class 4 contains 99609 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 21410 members 
Mstep: Class 8 contains 85839 members 
Mstep: Class 9 contains 32597 members 
Mstep: Class 10 contains 61878 members 
Mstep: Class 11 contains 113417 members 
Mstep: Class 12 contains 101258 members 
Mstep: Class 13 contains 79386 members 
Mstep: Class 14 contains 96244 members 
Mstep: Class 15 contains 46665 members 
Mstep: Class 16 contains 83258 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 102342 members 
Mstep: Class 19 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195479808.000000 Penalty: 65640.976562
Iteration 5F: 20 clusters Score -1.954798e+08 nChanged 202763
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 82723 members 
Mstep: Class 3 contains 85435 members 
Mstep: Class 4 contains 91939 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 10505 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 75136 members 
Mstep: Class 9 contains 40204 members 
Mstep: Class 10 contains 85215 members 
Mstep: Class 11 contains 100190 members 
Mstep: Class 12 contains 88581 members 
Mstep: Class 13 contains 96726 members 
Mstep: Class 14 contains 85460 members 
Mstep: Class 15 contains 53231 members 
Mstep: Class 16 contains 94587 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 93186 members 
Mstep: Class 19 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195574672.000000 Penalty: 65640.976562
Iteration 6F: 20 clusters Score -1.955747e+08 nChanged 178987
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 84125 members 
Mstep: Class 3 contains 80494 members 
Mstep: Class 4 contains 88270 members 
Mstep: Class 5 contains 2993 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 33744 members 
Mstep: Class 8 contains 79336 members 
Mstep: Class 9 contains 48630 members 
Mstep: Class 10 contains 81763 members 
Mstep: Class 11 contains 97073 members 
Mstep: Class 12 contains 88660 members 
Mstep: Class 13 contains 85614 members 
Mstep: Class 14 contains 91482 members 
Mstep: Class 15 contains 62440 members 
Mstep: Class 16 contains 89204 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 87345 members 
Mstep: Class 19 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195667632.000000 Penalty: 65640.976562
Iteration 7F: 20 clusters Score -1.956676e+08 nChanged 113029
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 84070 members 
Mstep: Class 3 contains 78733 members 
Mstep: Class 4 contains 86637 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 12939 members 
Mstep: Class 7 contains 41621 members 
Mstep: Class 8 contains 81035 members 
Mstep: Class 9 contains 56718 members 
Mstep: Class 10 contains 77217 members 
Mstep: Class 11 contains 90710 members 
Mstep: Class 12 contains 87044 members 
Mstep: Class 13 contains 82172 members 
Mstep: Class 14 contains 91318 members 
Mstep: Class 15 contains 72784 members 
Mstep: Class 16 contains 84405 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 81563 members 
Mstep: Class 19 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195743920.000000 Penalty: 65640.976562
Iteration 8F: 20 clusters Score -1.957439e+08 nChanged 99974
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 82511 members 
Mstep: Class 3 contains 75971 members 
Mstep: Class 4 contains 84500 members 
Mstep: Class 5 contains 2908 members 
Mstep: Class 6 contains 15063 members 
Mstep: Class 7 contains 50214 members 
Mstep: Class 8 contains 80724 members 
Mstep: Class 9 contains 65367 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 84884 members 
Mstep: Class 12 contains 84862 members 
Mstep: Class 13 contains 78899 members 
Mstep: Class 14 contains 90899 members 
Mstep: Class 15 contains 82798 members 
Mstep: Class 16 contains 79508 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 75425 members 
Mstep: Class 19 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195806128.000000 Penalty: 65640.976562
Iteration 9F: 20 clusters Score -1.958061e+08 nChanged 90669
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 80388 members 
Mstep: Class 3 contains 73182 members 
Mstep: Class 4 contains 82841 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 17436 members 
Mstep: Class 7 contains 59405 members 
Mstep: Class 8 contains 80545 members 
Mstep: Class 9 contains 75619 members 
Mstep: Class 10 contains 75844 members 
Mstep: Class 11 contains 79827 members 
Mstep: Class 12 contains 82285 members 
Mstep: Class 13 contains 75599 members 
Mstep: Class 14 contains 89609 members 
Mstep: Class 15 contains 87717 members 
Mstep: Class 16 contains 75575 members 
Mstep: Class 17 contains 6667 members 
Mstep: Class 18 contains 71990 members 
Mstep: Class 19 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195852160.000000 Penalty: 65640.976562
Iteration 10F: 20 clusters Score -1.958522e+08 nChanged 79136
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 78481 members 
Mstep: Class 3 contains 71428 members 
Mstep: Class 4 contains 81137 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 19968 members 
Mstep: Class 7 contains 67478 members 
Mstep: Class 8 contains 80057 members 
Mstep: Class 9 contains 87929 members 
Mstep: Class 10 contains 74841 members 
Mstep: Class 11 contains 76523 members 
Mstep: Class 12 contains 80241 members 
Mstep: Class 13 contains 72269 members 
Mstep: Class 14 contains 88427 members 
Mstep: Class 15 contains 84279 members 
Mstep: Class 16 contains 73843 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 70228 members 
Mstep: Class 19 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195890816.000000 Penalty: 65640.976562
Iteration 11F: 20 clusters Score -1.958908e+08 nChanged 70534
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 76563 members 
Mstep: Class 3 contains 70106 members 
Mstep: Class 4 contains 79867 members 
Mstep: Class 5 contains 2757 members 
Mstep: Class 6 contains 22678 members 
Mstep: Class 7 contains 72153 members 
Mstep: Class 8 contains 79486 members 
Mstep: Class 9 contains 98016 members 
Mstep: Class 10 contains 73669 members 
Mstep: Class 11 contains 74055 members 
Mstep: Class 12 contains 79029 members 
Mstep: Class 13 contains 70236 members 
Mstep: Class 14 contains 87152 members 
Mstep: Class 15 contains 82534 members 
Mstep: Class 16 contains 71991 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 68688 members 
Mstep: Class 19 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195910048.000000 Penalty: 65640.976562
Iteration 12F: 20 clusters Score -1.9591e+08 nChanged 63316
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 75039 members 
Mstep: Class 3 contains 69454 members 
Mstep: Class 4 contains 79181 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 25571 members 
Mstep: Class 7 contains 72068 members 
Mstep: Class 8 contains 79128 members 
Mstep: Class 9 contains 101671 members 
Mstep: Class 10 contains 72984 members 
Mstep: Class 11 contains 72617 members 
Mstep: Class 12 contains 78243 members 
Mstep: Class 13 contains 70736 members 
Mstep: Class 14 contains 87376 members 
Mstep: Class 15 contains 82998 members 
Mstep: Class 16 contains 70457 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 67583 members 
Mstep: Class 19 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195925360.000000 Penalty: 65640.976562
Iteration 13F: 20 clusters Score -1.959254e+08 nChanged 51472
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 74333 members 
Mstep: Class 3 contains 69601 members 
Mstep: Class 4 contains 78767 members 
Mstep: Class 5 contains 2776 members 
Mstep: Class 6 contains 28659 members 
Mstep: Class 7 contains 69684 members 
Mstep: Class 8 contains 78671 members 
Mstep: Class 9 contains 101845 members 
Mstep: Class 10 contains 72606 members 
Mstep: Class 11 contains 71703 members 
Mstep: Class 12 contains 77997 members 
Mstep: Class 13 contains 71978 members 
Mstep: Class 14 contains 88174 members 
Mstep: Class 15 contains 83447 members 
Mstep: Class 16 contains 69490 members 
Mstep: Class 17 contains 10905 members 
Mstep: Class 18 contains 67013 members 
Mstep: Class 19 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195937232.000000 Penalty: 65640.976562
Iteration 14Q: 20 clusters Score -1.959372e+08 nChanged 44119
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 73769 members 
Mstep: Class 3 contains 69767 members 
Mstep: Class 4 contains 78602 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 31760 members 
Mstep: Class 7 contains 67691 members 
Mstep: Class 8 contains 77998 members 
Mstep: Class 9 contains 101506 members 
Mstep: Class 10 contains 72430 members 
Mstep: Class 11 contains 70987 members 
Mstep: Class 12 contains 77965 members 
Mstep: Class 13 contains 72732 members 
Mstep: Class 14 contains 88889 members 
Mstep: Class 15 contains 83266 members 
Mstep: Class 16 contains 68808 members 
Mstep: Class 17 contains 12030 members 
Mstep: Class 18 contains 66729 members 
Mstep: Class 19 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195948448.000000 Penalty: 65640.976562
Iteration 15Q: 20 clusters Score -1.959484e+08 nChanged 39712
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 73219 members 
Mstep: Class 3 contains 69750 members 
Mstep: Class 4 contains 78484 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 34841 members 
Mstep: Class 7 contains 66280 members 
Mstep: Class 8 contains 77206 members 
Mstep: Class 9 contains 100954 members 
Mstep: Class 10 contains 72299 members 
Mstep: Class 11 contains 70417 members 
Mstep: Class 12 contains 77961 members 
Mstep: Class 13 contains 73044 members 
Mstep: Class 14 contains 89293 members 
Mstep: Class 15 contains 83329 members 
Mstep: Class 16 contains 68172 members 
Mstep: Class 17 contains 13138 members 
Mstep: Class 18 contains 66571 members 
Mstep: Class 19 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195958992.000000 Penalty: 65640.976562
Iteration 16Q: 20 clusters Score -1.95959e+08 nChanged 36600
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 72742 members 
Mstep: Class 3 contains 69533 members 
Mstep: Class 4 contains 78306 members 
Mstep: Class 5 contains 2873 members 
Mstep: Class 6 contains 37881 members 
Mstep: Class 7 contains 65088 members 
Mstep: Class 8 contains 76334 members 
Mstep: Class 9 contains 100444 members 
Mstep: Class 10 contains 72328 members 
Mstep: Class 11 contains 69987 members 
Mstep: Class 12 contains 78146 members 
Mstep: Class 13 contains 73265 members 
Mstep: Class 14 contains 89491 members 
Mstep: Class 15 contains 83399 members 
Mstep: Class 16 contains 67491 members 
Mstep: Class 17 contains 14128 members 
Mstep: Class 18 contains 66402 members 
Mstep: Class 19 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195967488.000000 Penalty: 65640.976562
Iteration 17Q: 20 clusters Score -1.959675e+08 nChanged 34180
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 72182 members 
Mstep: Class 3 contains 69202 members 
Mstep: Class 4 contains 78346 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 40859 members 
Mstep: Class 7 contains 64109 members 
Mstep: Class 8 contains 75500 members 
Mstep: Class 9 contains 99753 members 
Mstep: Class 10 contains 72278 members 
Mstep: Class 11 contains 69713 members 
Mstep: Class 12 contains 78543 members 
Mstep: Class 13 contains 73323 members 
Mstep: Class 14 contains 89621 members 
Mstep: Class 15 contains 83561 members 
Mstep: Class 16 contains 66590 members 
Mstep: Class 17 contains 15125 members 
Mstep: Class 18 contains 66246 members 
Mstep: Class 19 contains 2354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195974624.000000 Penalty: 65640.976562
Iteration 18Q: 20 clusters Score -1.959746e+08 nChanged 32474
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 71678 members 
Mstep: Class 3 contains 68853 members 
Mstep: Class 4 contains 78379 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 43989 members 
Mstep: Class 7 contains 63144 members 
Mstep: Class 8 contains 74756 members 
Mstep: Class 9 contains 98977 members 
Mstep: Class 10 contains 72116 members 
Mstep: Class 11 contains 69534 members 
Mstep: Class 12 contains 78879 members 
Mstep: Class 13 contains 73378 members 
Mstep: Class 14 contains 89666 members 
Mstep: Class 15 contains 83608 members 
Mstep: Class 16 contains 65786 members 
Mstep: Class 17 contains 16083 members 
Mstep: Class 18 contains 66104 members 
Mstep: Class 19 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195979792.000000 Penalty: 65640.976562
Iteration 19Q: 20 clusters Score -1.959798e+08 nChanged 30988
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 71117 members 
Mstep: Class 3 contains 68450 members 
Mstep: Class 4 contains 78428 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 47303 members 
Mstep: Class 7 contains 62175 members 
Mstep: Class 8 contains 74033 members 
Mstep: Class 9 contains 98306 members 
Mstep: Class 10 contains 71828 members 
Mstep: Class 11 contains 69544 members 
Mstep: Class 12 contains 79023 members 
Mstep: Class 13 contains 73231 members 
Mstep: Class 14 contains 89556 members 
Mstep: Class 15 contains 83834 members 
Mstep: Class 16 contains 65097 members 
Mstep: Class 17 contains 16962 members 
Mstep: Class 18 contains 66002 members 
Mstep: Class 19 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195986496.000000 Penalty: 65640.976562
Iteration 20F: 20 clusters Score -1.959865e+08 nChanged 29990
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 70422 members 
Mstep: Class 3 contains 68007 members 
Mstep: Class 4 contains 78463 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 50867 members 
Mstep: Class 7 contains 61266 members 
Mstep: Class 8 contains 73440 members 
Mstep: Class 9 contains 97690 members 
Mstep: Class 10 contains 71358 members 
Mstep: Class 11 contains 69653 members 
Mstep: Class 12 contains 79119 members 
Mstep: Class 13 contains 72968 members 
Mstep: Class 14 contains 89251 members 
Mstep: Class 15 contains 83996 members 
Mstep: Class 16 contains 64618 members 
Mstep: Class 17 contains 17854 members 
Mstep: Class 18 contains 65885 members 
Mstep: Class 19 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195993712.000000 Penalty: 65640.976562
Iteration 21Q: 20 clusters Score -1.959937e+08 nChanged 28816
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 69676 members 
Mstep: Class 3 contains 67583 members 
Mstep: Class 4 contains 78323 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 54384 members 
Mstep: Class 7 contains 60494 members 
Mstep: Class 8 contains 73074 members 
Mstep: Class 9 contains 97108 members 
Mstep: Class 10 contains 70847 members 
Mstep: Class 11 contains 69641 members 
Mstep: Class 12 contains 79088 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 88873 members 
Mstep: Class 15 contains 84289 members 
Mstep: Class 16 contains 64265 members 
Mstep: Class 17 contains 18735 members 
Mstep: Class 18 contains 65739 members 
Mstep: Class 19 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195998352.000000 Penalty: 65640.976562
Iteration 22Q: 20 clusters Score -1.959984e+08 nChanged 27655
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 68927 members 
Mstep: Class 3 contains 67319 members 
Mstep: Class 4 contains 78318 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 57295 members 
Mstep: Class 7 contains 59790 members 
Mstep: Class 8 contains 72861 members 
Mstep: Class 9 contains 96394 members 
Mstep: Class 10 contains 70641 members 
Mstep: Class 11 contains 69610 members 
Mstep: Class 12 contains 78939 members 
Mstep: Class 13 contains 72427 members 
Mstep: Class 14 contains 88491 members 
Mstep: Class 15 contains 84628 members 
Mstep: Class 16 contains 63989 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 65640 members 
Mstep: Class 19 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196002320.000000 Penalty: 65640.976562
Iteration 23Q: 20 clusters Score -1.960023e+08 nChanged 25801
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 68205 members 
Mstep: Class 3 contains 67251 members 
Mstep: Class 4 contains 78300 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 59516 members 
Mstep: Class 7 contains 58972 members 
Mstep: Class 8 contains 72760 members 
Mstep: Class 9 contains 95677 members 
Mstep: Class 10 contains 70802 members 
Mstep: Class 11 contains 69629 members 
Mstep: Class 12 contains 78691 members 
Mstep: Class 13 contains 72208 members 
Mstep: Class 14 contains 88040 members 
Mstep: Class 15 contains 84894 members 
Mstep: Class 16 contains 63964 members 
Mstep: Class 17 contains 20372 members 
Mstep: Class 18 contains 65509 members 
Mstep: Class 19 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196006176.000000 Penalty: 65640.976562
Iteration 24Q: 20 clusters Score -1.960062e+08 nChanged 24109
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 67306 members 
Mstep: Class 3 contains 67264 members 
Mstep: Class 4 contains 78393 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 60988 members 
Mstep: Class 7 contains 58242 members 
Mstep: Class 8 contains 72895 members 
Mstep: Class 9 contains 95075 members 
Mstep: Class 10 contains 71162 members 
Mstep: Class 11 contains 69541 members 
Mstep: Class 12 contains 78459 members 
Mstep: Class 13 contains 72054 members 
Mstep: Class 14 contains 87624 members 
Mstep: Class 15 contains 85122 members 
Mstep: Class 16 contains 64041 members 
Mstep: Class 17 contains 21171 members 
Mstep: Class 18 contains 65420 members 
Mstep: Class 19 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196009008.000000 Penalty: 65640.976562
Iteration 25Q: 20 clusters Score -1.96009e+08 nChanged 22603
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 66516 members 
Mstep: Class 3 contains 67377 members 
Mstep: Class 4 contains 78503 members 
Mstep: Class 5 contains 3178 members 
Mstep: Class 6 contains 61979 members 
Mstep: Class 7 contains 57502 members 
Mstep: Class 8 contains 73074 members 
Mstep: Class 9 contains 94463 members 
Mstep: Class 10 contains 71664 members 
Mstep: Class 11 contains 69507 members 
Mstep: Class 12 contains 78217 members 
Mstep: Class 13 contains 71927 members 
Mstep: Class 14 contains 87212 members 
Mstep: Class 15 contains 85254 members 
Mstep: Class 16 contains 64211 members 
Mstep: Class 17 contains 21917 members 
Mstep: Class 18 contains 65397 members 
Mstep: Class 19 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196011696.000000 Penalty: 65640.976562
Iteration 26Q: 20 clusters Score -1.960117e+08 nChanged 21066
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 65766 members 
Mstep: Class 3 contains 67444 members 
Mstep: Class 4 contains 78643 members 
Mstep: Class 5 contains 3206 members 
Mstep: Class 6 contains 62400 members 
Mstep: Class 7 contains 56875 members 
Mstep: Class 8 contains 73245 members 
Mstep: Class 9 contains 93839 members 
Mstep: Class 10 contains 72447 members 
Mstep: Class 11 contains 69581 members 
Mstep: Class 12 contains 78052 members 
Mstep: Class 13 contains 71607 members 
Mstep: Class 14 contains 86900 members 
Mstep: Class 15 contains 85382 members 
Mstep: Class 16 contains 64462 members 
Mstep: Class 17 contains 22650 members 
Mstep: Class 18 contains 65391 members 
Mstep: Class 19 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196015568.000000 Penalty: 65640.976562
Iteration 27Q: 20 clusters Score -1.960156e+08 nChanged 19659
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 65038 members 
Mstep: Class 3 contains 67505 members 
Mstep: Class 4 contains 78853 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 62501 members 
Mstep: Class 7 contains 56353 members 
Mstep: Class 8 contains 73414 members 
Mstep: Class 9 contains 93344 members 
Mstep: Class 10 contains 73322 members 
Mstep: Class 11 contains 69509 members 
Mstep: Class 12 contains 77853 members 
Mstep: Class 13 contains 71366 members 
Mstep: Class 14 contains 86504 members 
Mstep: Class 15 contains 85548 members 
Mstep: Class 16 contains 64771 members 
Mstep: Class 17 contains 23325 members 
Mstep: Class 18 contains 65446 members 
Mstep: Class 19 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196017376.000000 Penalty: 65640.976562
Iteration 28Q: 20 clusters Score -1.960174e+08 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 64501 members 
Mstep: Class 3 contains 67603 members 
Mstep: Class 4 contains 79137 members 
Mstep: Class 5 contains 3242 members 
Mstep: Class 6 contains 62377 members 
Mstep: Class 7 contains 55809 members 
Mstep: Class 8 contains 73603 members 
Mstep: Class 9 contains 92852 members 
Mstep: Class 10 contains 74016 members 
Mstep: Class 11 contains 69398 members 
Mstep: Class 12 contains 77753 members 
Mstep: Class 13 contains 71255 members 
Mstep: Class 14 contains 86160 members 
Mstep: Class 15 contains 85636 members 
Mstep: Class 16 contains 65059 members 
Mstep: Class 17 contains 23968 members 
Mstep: Class 18 contains 65486 members 
Mstep: Class 19 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196019312.000000 Penalty: 65640.976562
Iteration 29Q: 20 clusters Score -1.960193e+08 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 63989 members 
Mstep: Class 3 contains 67638 members 
Mstep: Class 4 contains 79371 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 62110 members 
Mstep: Class 7 contains 55373 members 
Mstep: Class 8 contains 73741 members 
Mstep: Class 9 contains 92470 members 
Mstep: Class 10 contains 74781 members 
Mstep: Class 11 contains 69297 members 
Mstep: Class 12 contains 77736 members 
Mstep: Class 13 contains 71115 members 
Mstep: Class 14 contains 85837 members 
Mstep: Class 15 contains 85618 members 
Mstep: Class 16 contains 65368 members 
Mstep: Class 17 contains 24606 members 
Mstep: Class 18 contains 65534 members 
Mstep: Class 19 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196019760.000000 Penalty: 65640.976562
Iteration 30Q: 20 clusters Score -1.960198e+08 nChanged 16226
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 63568 members 
Mstep: Class 3 contains 67729 members 
Mstep: Class 4 contains 79611 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 61832 members 
Mstep: Class 7 contains 54960 members 
Mstep: Class 8 contains 73880 members 
Mstep: Class 9 contains 92078 members 
Mstep: Class 10 contains 75476 members 
Mstep: Class 11 contains 69195 members 
Mstep: Class 12 contains 77685 members 
Mstep: Class 13 contains 70970 members 
Mstep: Class 14 contains 85597 members 
Mstep: Class 15 contains 85471 members 
Mstep: Class 16 contains 65699 members 
Mstep: Class 17 contains 25243 members 
Mstep: Class 18 contains 65570 members 
Mstep: Class 19 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196021120.000000 Penalty: 65640.976562
Iteration 31Q: 20 clusters Score -1.960211e+08 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 67736 members 
Mstep: Class 4 contains 79935 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 61495 members 
Mstep: Class 7 contains 54648 members 
Mstep: Class 8 contains 73930 members 
Mstep: Class 9 contains 91621 members 
Mstep: Class 10 contains 76075 members 
Mstep: Class 11 contains 69160 members 
Mstep: Class 12 contains 77638 members 
Mstep: Class 13 contains 70819 members 
Mstep: Class 14 contains 85390 members 
Mstep: Class 15 contains 85505 members 
Mstep: Class 16 contains 65998 members 
Mstep: Class 17 contains 25877 members 
Mstep: Class 18 contains 65551 members 
Mstep: Class 19 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196022000.000000 Penalty: 65640.976562
Iteration 32Q: 20 clusters Score -1.96022e+08 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 62808 members 
Mstep: Class 3 contains 67714 members 
Mstep: Class 4 contains 80309 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 61260 members 
Mstep: Class 7 contains 54385 members 
Mstep: Class 8 contains 74049 members 
Mstep: Class 9 contains 91266 members 
Mstep: Class 10 contains 76509 members 
Mstep: Class 11 contains 69118 members 
Mstep: Class 12 contains 77601 members 
Mstep: Class 13 contains 70666 members 
Mstep: Class 14 contains 85198 members 
Mstep: Class 15 contains 85395 members 
Mstep: Class 16 contains 66298 members 
Mstep: Class 17 contains 26439 members 
Mstep: Class 18 contains 65489 members 
Mstep: Class 19 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196022944.000000 Penalty: 65640.976562
Iteration 33Q: 20 clusters Score -1.960229e+08 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 62478 members 
Mstep: Class 3 contains 67639 members 
Mstep: Class 4 contains 80439 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 61052 members 
Mstep: Class 7 contains 54240 members 
Mstep: Class 8 contains 74177 members 
Mstep: Class 9 contains 90748 members 
Mstep: Class 10 contains 76987 members 
Mstep: Class 11 contains 69060 members 
Mstep: Class 12 contains 77628 members 
Mstep: Class 13 contains 70491 members 
Mstep: Class 14 contains 85077 members 
Mstep: Class 15 contains 85404 members 
Mstep: Class 16 contains 66599 members 
Mstep: Class 17 contains 27059 members 
Mstep: Class 18 contains 65404 members 
Mstep: Class 19 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196023920.000000 Penalty: 65640.976562
Iteration 34Q: 20 clusters Score -1.960239e+08 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 62180 members 
Mstep: Class 3 contains 67658 members 
Mstep: Class 4 contains 80696 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 60861 members 
Mstep: Class 7 contains 54103 members 
Mstep: Class 8 contains 74372 members 
Mstep: Class 9 contains 90264 members 
Mstep: Class 10 contains 77343 members 
Mstep: Class 11 contains 69023 members 
Mstep: Class 12 contains 77604 members 
Mstep: Class 13 contains 70395 members 
Mstep: Class 14 contains 84968 members 
Mstep: Class 15 contains 85189 members 
Mstep: Class 16 contains 66849 members 
Mstep: Class 17 contains 27637 members 
Mstep: Class 18 contains 65319 members 
Mstep: Class 19 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196025152.000000 Penalty: 65640.976562
Iteration 35Q: 20 clusters Score -1.960252e+08 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 61942 members 
Mstep: Class 3 contains 67662 members 
Mstep: Class 4 contains 80884 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 60766 members 
Mstep: Class 7 contains 53977 members 
Mstep: Class 8 contains 74521 members 
Mstep: Class 9 contains 89766 members 
Mstep: Class 10 contains 77648 members 
Mstep: Class 11 contains 69067 members 
Mstep: Class 12 contains 77531 members 
Mstep: Class 13 contains 70232 members 
Mstep: Class 14 contains 84926 members 
Mstep: Class 15 contains 84968 members 
Mstep: Class 16 contains 67088 members 
Mstep: Class 17 contains 28223 members 
Mstep: Class 18 contains 65229 members 
Mstep: Class 19 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196025680.000000 Penalty: 65640.976562
Iteration 36Q: 20 clusters Score -1.960257e+08 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 61680 members 
Mstep: Class 3 contains 67614 members 
Mstep: Class 4 contains 81082 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 60730 members 
Mstep: Class 7 contains 53758 members 
Mstep: Class 8 contains 74647 members 
Mstep: Class 9 contains 89367 members 
Mstep: Class 10 contains 77826 members 
Mstep: Class 11 contains 69179 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 70140 members 
Mstep: Class 14 contains 84848 members 
Mstep: Class 15 contains 84835 members 
Mstep: Class 16 contains 67287 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 65053 members 
Mstep: Class 19 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196026912.000000 Penalty: 65640.976562
Iteration 37Q: 20 clusters Score -1.960269e+08 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 61502 members 
Mstep: Class 3 contains 67572 members 
Mstep: Class 4 contains 81188 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 60782 members 
Mstep: Class 7 contains 53457 members 
Mstep: Class 8 contains 74708 members 
Mstep: Class 9 contains 88930 members 
Mstep: Class 10 contains 78066 members 
Mstep: Class 11 contains 69257 members 
Mstep: Class 12 contains 77620 members 
Mstep: Class 13 contains 70118 members 
Mstep: Class 14 contains 84836 members 
Mstep: Class 15 contains 84756 members 
Mstep: Class 16 contains 67435 members 
Mstep: Class 17 contains 29389 members 
Mstep: Class 18 contains 64787 members 
Mstep: Class 19 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196027312.000000 Penalty: 65640.976562
Iteration 38Q: 20 clusters Score -1.960273e+08 nChanged 10436
Entering ConstructFrom: 
Score: -196027312.000000 Penalty: 65640.976562
Entering ConstructFrom: 
Trying to split cluster 1 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -169265.468750 Penalty: 1829.374023
	Iteration 0F: 2 clusters Score -169265.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -167475.312500 Penalty: 3658.748047
	Iteration 0F: 3 clusters Score -167475.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -170065.875000 Penalty: 3658.748047
	Iteration 1F: 3 clusters Score -170065.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -175700.578125 Penalty: 3658.748047
	Iteration 2F: 3 clusters Score -175700.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -178423.765625 Penalty: 3658.748047
	Iteration 3F: 3 clusters Score -178423.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -178853.468750 Penalty: 3658.748047
	Iteration 4Q: 3 clusters Score -178853.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -178966.031250 Penalty: 3658.748047
	Iteration 5Q: 3 clusters Score -178966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -179022.265625 Penalty: 3658.748047
	Iteration 6Q: 3 clusters Score -179022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -179038.578125 Penalty: 3658.748047
	Iteration 7Q: 3 clusters Score -179038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -179045.968750 Penalty: 3658.748047
	Iteration 8Q: 3 clusters Score -179046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -179053.156250 Penalty: 3658.748047
	Iteration 9Q: 3 clusters Score -179053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -179064.109375 Penalty: 3658.748047
	Iteration 10Q: 3 clusters Score -179064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -179077.265625 Penalty: 3658.748047
	Iteration 11Q: 3 clusters Score -179077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -179086.546875 Penalty: 3658.748047
	Iteration 12Q: 3 clusters Score -179086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -179098.875000 Penalty: 3658.748047
	Iteration 13Q: 3 clusters Score -179098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -179109.296875 Penalty: 3658.748047
	Iteration 14Q: 3 clusters Score -179109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -179112.781250 Penalty: 3658.748047
	Iteration 15Q: 3 clusters Score -179112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -179117.843750 Penalty: 3658.748047
	Iteration 16Q: 3 clusters Score -179117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -179123.125000 Penalty: 3658.748047
	Iteration 17Q: 3 clusters Score -179123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -179126.343750 Penalty: 3658.748047
	Iteration 18Q: 3 clusters Score -179126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -179128.062500 Penalty: 3658.748047
	Iteration 19Q: 3 clusters Score -179128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -179129.640625 Penalty: 3658.748047
	Iteration 20F: 3 clusters Score -179129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 61416 members 
Mstep: Class 3 contains 67434 members 
Mstep: Class 4 contains 81345 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 60822 members 
Mstep: Class 7 contains 53176 members 
Mstep: Class 8 contains 74707 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Entering Unmasked Estep 
Score: -196035136.000000 Penalty: 69095.765625
Splitting cluster 1 changes total score from -196027312.000000 to -196035136.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (61416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Entering Unmasked Estep 
Score: -10910338.000000 Penalty: 2734.305664
	Iteration 0F: 2 clusters Score -1.091034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -10877740.000000 Penalty: 5468.611328
	Iteration 0F: 3 clusters Score -1.087774e+07 nChanged 28730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -10894424.000000 Penalty: 5468.611328
	Iteration 1F: 3 clusters Score -1.089442e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -10897480.000000 Penalty: 5468.611328
	Iteration 2F: 3 clusters Score -1.089748e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10904264.000000 Penalty: 5468.611328
	Iteration 3F: 3 clusters Score -1.090426e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -10913192.000000 Penalty: 5468.611328
	Iteration 4F: 3 clusters Score -1.091319e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -10919599.000000 Penalty: 5468.611328
	Iteration 5F: 3 clusters Score -1.09196e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -10923179.000000 Penalty: 5468.611328
	Iteration 6F: 3 clusters Score -1.092318e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -10925515.000000 Penalty: 5468.611328
	Iteration 7Q: 3 clusters Score -1.092552e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -10926828.000000 Penalty: 5468.611328
	Iteration 8Q: 3 clusters Score -1.092683e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -10927190.000000 Penalty: 5468.611328
	Iteration 9Q: 3 clusters Score -1.092719e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -10927290.000000 Penalty: 5468.611328
	Iteration 10Q: 3 clusters Score -1.092729e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -10927367.000000 Penalty: 5468.611328
	Iteration 11Q: 3 clusters Score -1.092737e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -10927341.000000 Penalty: 5468.611328
	Iteration 12Q: 3 clusters Score -1.092734e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -10927353.000000 Penalty: 5468.611328
	Iteration 13Q: 3 clusters Score -1.092735e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -10927357.000000 Penalty: 5468.611328
	Iteration 14Q: 3 clusters Score -1.092736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -10927350.000000 Penalty: 5468.611328
	Iteration 15Q: 3 clusters Score -1.092735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -10927345.000000 Penalty: 5468.611328
	Iteration 16Q: 3 clusters Score -1.092734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -10927322.000000 Penalty: 5468.611328
	Iteration 17Q: 3 clusters Score -1.092732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -10927309.000000 Penalty: 5468.611328
	Iteration 18Q: 3 clusters Score -1.092731e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -10927330.000000 Penalty: 5468.611328
	Iteration 19Q: 3 clusters Score -1.092733e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -10927311.000000 Penalty: 5468.611328
	Iteration 20F: 3 clusters Score -1.092731e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -10927302.000000 Penalty: 5468.611328
	Iteration 21Q: 3 clusters Score -1.09273e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -10927309.000000 Penalty: 5468.611328
	Iteration 22Q: 3 clusters Score -1.092731e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -10927284.000000 Penalty: 5468.611328
	Iteration 23Q: 3 clusters Score -1.092728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -10927284.000000 Penalty: 5468.611328
	Iteration 24Q: 3 clusters Score -1.092728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -10927267.000000 Penalty: 5468.611328
	Iteration 25Q: 3 clusters Score -1.092727e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -10927264.000000 Penalty: 5468.611328
	Iteration 26Q: 3 clusters Score -1.092726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -10927249.000000 Penalty: 5468.611328
	Iteration 27Q: 3 clusters Score -1.092725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -10927220.000000 Penalty: 5468.611328
	Iteration 28Q: 3 clusters Score -1.092722e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -10927231.000000 Penalty: 5468.611328
	Iteration 29Q: 3 clusters Score -1.092723e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -10927250.000000 Penalty: 5468.611328
	Iteration 30Q: 3 clusters Score -1.092725e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -10927235.000000 Penalty: 5468.611328
	Iteration 31Q: 3 clusters Score -1.092724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -10927250.000000 Penalty: 5468.611328
	Iteration 32Q: 3 clusters Score -1.092725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -10927239.000000 Penalty: 5468.611328
	Iteration 33Q: 3 clusters Score -1.092724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -10927228.000000 Penalty: 5468.611328
	Iteration 34Q: 3 clusters Score -1.092723e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -10927217.000000 Penalty: 5468.611328
	Iteration 35Q: 3 clusters Score -1.092722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -10927228.000000 Penalty: 5468.611328
	Iteration 36Q: 3 clusters Score -1.092723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -10927216.000000 Penalty: 5468.611328
	Iteration 37Q: 3 clusters Score -1.092722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -10927215.000000 Penalty: 5468.611328
	Iteration 38Q: 3 clusters Score -1.092722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -10927220.000000 Penalty: 5468.611328
	Iteration 39Q: 3 clusters Score -1.092722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -10927222.000000 Penalty: 5468.611328
	Iteration 40F: 3 clusters Score -1.092722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -10927235.000000 Penalty: 5468.611328
	Iteration 41Q: 3 clusters Score -1.092724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -10927223.000000 Penalty: 5468.611328
	Iteration 42Q: 3 clusters Score -1.092722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -10927213.000000 Penalty: 5468.611328
	Iteration 43Q: 3 clusters Score -1.092721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -10927214.000000 Penalty: 5468.611328
	Iteration 44Q: 3 clusters Score -1.092721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -10927208.000000 Penalty: 5468.611328
	Iteration 45Q: 3 clusters Score -1.092721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -10927209.000000 Penalty: 5468.611328
	Iteration 46Q: 3 clusters Score -1.092721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -10927209.000000 Penalty: 5468.611328
	Iteration 47F: 3 clusters Score -1.092721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 67434 members 
Mstep: Class 4 contains 81345 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 60822 members 
Mstep: Class 7 contains 53176 members 
Mstep: Class 8 contains 74707 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Entering Unmasked Estep 
Score: -196047648.000000 Penalty: 72550.546875
Splitting cluster 2 changes total score from -196027312.000000 to -196047648.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (67434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Entering Unmasked Estep 
Score: -11838154.000000 Penalty: 2757.488525
	Iteration 0F: 2 clusters Score -1.183815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -11804138.000000 Penalty: 5514.977051
	Iteration 0F: 3 clusters Score -1.180414e+07 nChanged 31593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -11823110.000000 Penalty: 5514.977051
	Iteration 1F: 3 clusters Score -1.182311e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -11825338.000000 Penalty: 5514.977051
	Iteration 2F: 3 clusters Score -1.182534e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -11828529.000000 Penalty: 5514.977051
	Iteration 3F: 3 clusters Score -1.182853e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -11832698.000000 Penalty: 5514.977051
	Iteration 4F: 3 clusters Score -1.18327e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -11837697.000000 Penalty: 5514.977051
	Iteration 5F: 3 clusters Score -1.18377e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -11843003.000000 Penalty: 5514.977051
	Iteration 6F: 3 clusters Score -1.1843e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -11846755.000000 Penalty: 5514.977051
	Iteration 7F: 3 clusters Score -1.184676e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -11848354.000000 Penalty: 5514.977051
	Iteration 8Q: 3 clusters Score -1.184835e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -11848969.000000 Penalty: 5514.977051
	Iteration 9Q: 3 clusters Score -1.184897e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -11849253.000000 Penalty: 5514.977051
	Iteration 10Q: 3 clusters Score -1.184925e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -11849467.000000 Penalty: 5514.977051
	Iteration 11Q: 3 clusters Score -1.184947e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -11849671.000000 Penalty: 5514.977051
	Iteration 12Q: 3 clusters Score -1.184967e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -11849859.000000 Penalty: 5514.977051
	Iteration 13Q: 3 clusters Score -1.184986e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -11850003.000000 Penalty: 5514.977051
	Iteration 14Q: 3 clusters Score -1.185e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -11850107.000000 Penalty: 5514.977051
	Iteration 15Q: 3 clusters Score -1.185011e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -11850197.000000 Penalty: 5514.977051
	Iteration 16Q: 3 clusters Score -1.18502e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -11850317.000000 Penalty: 5514.977051
	Iteration 17Q: 3 clusters Score -1.185032e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -11850370.000000 Penalty: 5514.977051
	Iteration 18Q: 3 clusters Score -1.185037e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -11850451.000000 Penalty: 5514.977051
	Iteration 19Q: 3 clusters Score -1.185045e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -11850518.000000 Penalty: 5514.977051
	Iteration 20F: 3 clusters Score -1.185052e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -11850542.000000 Penalty: 5514.977051
	Iteration 21Q: 3 clusters Score -1.185054e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -11850590.000000 Penalty: 5514.977051
	Iteration 22Q: 3 clusters Score -1.185059e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -11850638.000000 Penalty: 5514.977051
	Iteration 23Q: 3 clusters Score -1.185064e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -11850652.000000 Penalty: 5514.977051
	Iteration 24Q: 3 clusters Score -1.185065e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -11850714.000000 Penalty: 5514.977051
	Iteration 25Q: 3 clusters Score -1.185071e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -11850757.000000 Penalty: 5514.977051
	Iteration 26Q: 3 clusters Score -1.185076e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -11850784.000000 Penalty: 5514.977051
	Iteration 27Q: 3 clusters Score -1.185078e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -11850836.000000 Penalty: 5514.977051
	Iteration 28Q: 3 clusters Score -1.185084e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -11850855.000000 Penalty: 5514.977051
	Iteration 29Q: 3 clusters Score -1.185086e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -11850847.000000 Penalty: 5514.977051
	Iteration 30Q: 3 clusters Score -1.185085e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -11850852.000000 Penalty: 5514.977051
	Iteration 31Q: 3 clusters Score -1.185085e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -11850850.000000 Penalty: 5514.977051
	Iteration 32Q: 3 clusters Score -1.185085e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -11850869.000000 Penalty: 5514.977051
	Iteration 33Q: 3 clusters Score -1.185087e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -11850847.000000 Penalty: 5514.977051
	Iteration 34Q: 3 clusters Score -1.185085e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -11850846.000000 Penalty: 5514.977051
	Iteration 35Q: 3 clusters Score -1.185085e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -11850849.000000 Penalty: 5514.977051
	Iteration 36Q: 3 clusters Score -1.185085e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -11850881.000000 Penalty: 5514.977051
	Iteration 37Q: 3 clusters Score -1.185088e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -11850871.000000 Penalty: 5514.977051
	Iteration 38Q: 3 clusters Score -1.185087e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -11850890.000000 Penalty: 5514.977051
	Iteration 39Q: 3 clusters Score -1.185089e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -11850876.000000 Penalty: 5514.977051
	Iteration 40F: 3 clusters Score -1.185088e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -11850884.000000 Penalty: 5514.977051
	Iteration 41Q: 3 clusters Score -1.185088e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -11850906.000000 Penalty: 5514.977051
	Iteration 42Q: 3 clusters Score -1.185091e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -11850920.000000 Penalty: 5514.977051
	Iteration 43Q: 3 clusters Score -1.185092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -11850910.000000 Penalty: 5514.977051
	Iteration 44Q: 3 clusters Score -1.185091e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -11850925.000000 Penalty: 5514.977051
	Iteration 45Q: 3 clusters Score -1.185092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -11850915.000000 Penalty: 5514.977051
	Iteration 46Q: 3 clusters Score -1.185092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -11850901.000000 Penalty: 5514.977051
	Iteration 47Q: 3 clusters Score -1.18509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -11850893.000000 Penalty: 5514.977051
	Iteration 48Q: 3 clusters Score -1.185089e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -11850887.000000 Penalty: 5514.977051
	Iteration 49Q: 3 clusters Score -1.185089e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -11850928.000000 Penalty: 5514.977051
	Iteration 50Q: 3 clusters Score -1.185093e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -11850944.000000 Penalty: 5514.977051
	Iteration 51Q: 3 clusters Score -1.185094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -11850931.000000 Penalty: 5514.977051
	Iteration 52Q: 3 clusters Score -1.185093e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -11850941.000000 Penalty: 5514.977051
	Iteration 53Q: 3 clusters Score -1.185094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -11850950.000000 Penalty: 5514.977051
	Iteration 54Q: 3 clusters Score -1.185095e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -11850947.000000 Penalty: 5514.977051
	Iteration 55Q: 3 clusters Score -1.185095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -11850954.000000 Penalty: 5514.977051
	Iteration 56Q: 3 clusters Score -1.185095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -11850969.000000 Penalty: 5514.977051
	Iteration 57Q: 3 clusters Score -1.185097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -11850953.000000 Penalty: 5514.977051
	Iteration 58Q: 3 clusters Score -1.185095e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -11850959.000000 Penalty: 5514.977051
	Iteration 59Q: 3 clusters Score -1.185096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -11850956.000000 Penalty: 5514.977051
	Iteration 60F: 3 clusters Score -1.185096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -11850971.000000 Penalty: 5514.977051
	Iteration 61Q: 3 clusters Score -1.185097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -11850962.000000 Penalty: 5514.977051
	Iteration 62Q: 3 clusters Score -1.185096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -11850966.000000 Penalty: 5514.977051
	Iteration 63Q: 3 clusters Score -1.185097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -11850966.000000 Penalty: 5514.977051
	Iteration 64Q: 3 clusters Score -1.185097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -11850969.000000 Penalty: 5514.977051
	Iteration 65Q: 3 clusters Score -1.185097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -11850991.000000 Penalty: 5514.977051
	Iteration 66Q: 3 clusters Score -1.185099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -11850982.000000 Penalty: 5514.977051
	Iteration 67Q: 3 clusters Score -1.185098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -11850978.000000 Penalty: 5514.977051
	Iteration 68Q: 3 clusters Score -1.185098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -11850984.000000 Penalty: 5514.977051
	Iteration 69Q: 3 clusters Score -1.185098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -11850971.000000 Penalty: 5514.977051
	Iteration 70Q: 3 clusters Score -1.185097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -11850978.000000 Penalty: 5514.977051
	Iteration 71Q: 3 clusters Score -1.185098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -11850980.000000 Penalty: 5514.977051
	Iteration 72Q: 3 clusters Score -1.185098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -11850985.000000 Penalty: 5514.977051
	Iteration 73Q: 3 clusters Score -1.185098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -11850981.000000 Penalty: 5514.977051
	Iteration 74Q: 3 clusters Score -1.185098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -11850988.000000 Penalty: 5514.977051
	Iteration 75Q: 3 clusters Score -1.185099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -11850984.000000 Penalty: 5514.977051
	Iteration 76Q: 3 clusters Score -1.185098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -11850995.000000 Penalty: 5514.977051
	Iteration 77Q: 3 clusters Score -1.1851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -11850996.000000 Penalty: 5514.977051
	Iteration 78Q: 3 clusters Score -1.1851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -11850974.000000 Penalty: 5514.977051
	Iteration 79Q: 3 clusters Score -1.185097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -11850984.000000 Penalty: 5514.977051
	Iteration 80F: 3 clusters Score -1.185098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -11850971.000000 Penalty: 5514.977051
	Iteration 81Q: 3 clusters Score -1.185097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -11850983.000000 Penalty: 5514.977051
	Iteration 82Q: 3 clusters Score -1.185098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -11850966.000000 Penalty: 5514.977051
	Iteration 83Q: 3 clusters Score -1.185097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -11850968.000000 Penalty: 5514.977051
	Iteration 84Q: 3 clusters Score -1.185097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -11850989.000000 Penalty: 5514.977051
	Iteration 85Q: 3 clusters Score -1.185099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -11850991.000000 Penalty: 5514.977051
	Iteration 86Q: 3 clusters Score -1.185099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -11850994.000000 Penalty: 5514.977051
	Iteration 87Q: 3 clusters Score -1.185099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -11850997.000000 Penalty: 5514.977051
	Iteration 88Q: 3 clusters Score -1.1851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -11850985.000000 Penalty: 5514.977051
	Iteration 89Q: 3 clusters Score -1.185098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -11850987.000000 Penalty: 5514.977051
	Iteration 90Q: 3 clusters Score -1.185099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -11850971.000000 Penalty: 5514.977051
	Iteration 91Q: 3 clusters Score -1.185097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -11850957.000000 Penalty: 5514.977051
	Iteration 92Q: 3 clusters Score -1.185096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -11850966.000000 Penalty: 5514.977051
	Iteration 93Q: 3 clusters Score -1.185097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -11850977.000000 Penalty: 5514.977051
	Iteration 94Q: 3 clusters Score -1.185098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -11850975.000000 Penalty: 5514.977051
	Iteration 95Q: 3 clusters Score -1.185098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -11850964.000000 Penalty: 5514.977051
	Iteration 96Q: 3 clusters Score -1.185096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -11850978.000000 Penalty: 5514.977051
	Iteration 97Q: 3 clusters Score -1.185098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -11850984.000000 Penalty: 5514.977051
	Iteration 98Q: 3 clusters Score -1.185098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -11850985.000000 Penalty: 5514.977051
	Iteration 99Q: 3 clusters Score -1.185098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -11850983.000000 Penalty: 5514.977051
	Iteration 100F: 3 clusters Score -1.185098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -11850974.000000 Penalty: 5514.977051
	Iteration 101Q: 3 clusters Score -1.185097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -11850975.000000 Penalty: 5514.977051
	Iteration 102Q: 3 clusters Score -1.185098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -11850969.000000 Penalty: 5514.977051
	Iteration 103Q: 3 clusters Score -1.185097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -11850985.000000 Penalty: 5514.977051
	Iteration 104Q: 3 clusters Score -1.185098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -11850978.000000 Penalty: 5514.977051
	Iteration 105Q: 3 clusters Score -1.185098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -11850979.000000 Penalty: 5514.977051
	Iteration 106Q: 3 clusters Score -1.185098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -11850984.000000 Penalty: 5514.977051
	Iteration 107Q: 3 clusters Score -1.185098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -11850973.000000 Penalty: 5514.977051
	Iteration 108Q: 3 clusters Score -1.185097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -11850976.000000 Penalty: 5514.977051
	Iteration 109Q: 3 clusters Score -1.185098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -11850981.000000 Penalty: 5514.977051
	Iteration 110Q: 3 clusters Score -1.185098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -11850987.000000 Penalty: 5514.977051
	Iteration 111Q: 3 clusters Score -1.185099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -11850990.000000 Penalty: 5514.977051
	Iteration 112Q: 3 clusters Score -1.185099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -11850994.000000 Penalty: 5514.977051
	Iteration 113Q: 3 clusters Score -1.185099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -11850999.000000 Penalty: 5514.977051
	Iteration 114Q: 3 clusters Score -1.1851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -11851000.000000 Penalty: 5514.977051
	Iteration 115Q: 3 clusters Score -1.1851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -11851000.000000 Penalty: 5514.977051
	Iteration 116F: 3 clusters Score -1.1851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 81345 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 60822 members 
Mstep: Class 7 contains 53176 members 
Mstep: Class 8 contains 74707 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Entering Unmasked Estep 
Score: -196057568.000000 Penalty: 76005.335938
Splitting cluster 3 changes total score from -196027312.000000 to -196057568.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (81345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Entering Unmasked Estep 
Score: -14729302.000000 Penalty: 2804.000732
	Iteration 0F: 2 clusters Score -1.47293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -14720700.000000 Penalty: 5608.001465
	Iteration 0F: 3 clusters Score -1.47207e+07 nChanged 38321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -14742124.000000 Penalty: 5608.001465
	Iteration 1F: 3 clusters Score -1.474212e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -14742567.000000 Penalty: 5608.001465
	Iteration 2Q: 3 clusters Score -1.474257e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -14743021.000000 Penalty: 5608.001465
	Iteration 3Q: 3 clusters Score -1.474302e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -14743148.000000 Penalty: 5608.001465
	Iteration 4Q: 3 clusters Score -1.474315e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -14742489.000000 Penalty: 5608.001465
	Iteration 5F: 3 clusters Score -1.474249e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -14741467.000000 Penalty: 5608.001465
	Iteration 6F: 3 clusters Score -1.474147e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -14740900.000000 Penalty: 5608.001465
	Iteration 7F: 3 clusters Score -1.47409e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -14741991.000000 Penalty: 5608.001465
	Iteration 8F: 3 clusters Score -1.474199e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -14745054.000000 Penalty: 5608.001465
	Iteration 9F: 3 clusters Score -1.474505e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -14750480.000000 Penalty: 5608.001465
	Iteration 10F: 3 clusters Score -1.475048e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -14755050.000000 Penalty: 5608.001465
	Iteration 11F: 3 clusters Score -1.475505e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -14757187.000000 Penalty: 5608.001465
	Iteration 12Q: 3 clusters Score -1.475719e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -14758187.000000 Penalty: 5608.001465
	Iteration 13Q: 3 clusters Score -1.475819e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -14758359.000000 Penalty: 5608.001465
	Iteration 14Q: 3 clusters Score -1.475836e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -14757814.000000 Penalty: 5608.001465
	Iteration 15Q: 3 clusters Score -1.475781e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -14756384.000000 Penalty: 5608.001465
	Iteration 16Q: 3 clusters Score -1.475638e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -14754015.000000 Penalty: 5608.001465
	Iteration 17F: 3 clusters Score -1.475402e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -14751840.000000 Penalty: 5608.001465
	Iteration 18F: 3 clusters Score -1.475184e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -14750271.000000 Penalty: 5608.001465
	Iteration 19F: 3 clusters Score -1.475027e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -14749303.000000 Penalty: 5608.001465
	Iteration 20F: 3 clusters Score -1.47493e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -14749117.000000 Penalty: 5608.001465
	Iteration 21Q: 3 clusters Score -1.474912e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -14749328.000000 Penalty: 5608.001465
	Iteration 22Q: 3 clusters Score -1.474933e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -14749635.000000 Penalty: 5608.001465
	Iteration 23Q: 3 clusters Score -1.474964e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -14750358.000000 Penalty: 5608.001465
	Iteration 24Q: 3 clusters Score -1.475036e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -14751417.000000 Penalty: 5608.001465
	Iteration 25Q: 3 clusters Score -1.475142e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -14752406.000000 Penalty: 5608.001465
	Iteration 26Q: 3 clusters Score -1.475241e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -14753588.000000 Penalty: 5608.001465
	Iteration 27Q: 3 clusters Score -1.475359e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -14754941.000000 Penalty: 5608.001465
	Iteration 28Q: 3 clusters Score -1.475494e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -14756511.000000 Penalty: 5608.001465
	Iteration 29Q: 3 clusters Score -1.475651e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -14757666.000000 Penalty: 5608.001465
	Iteration 30Q: 3 clusters Score -1.475767e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -14758775.000000 Penalty: 5608.001465
	Iteration 31Q: 3 clusters Score -1.475878e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -14759576.000000 Penalty: 5608.001465
	Iteration 32Q: 3 clusters Score -1.475958e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -14760128.000000 Penalty: 5608.001465
	Iteration 33Q: 3 clusters Score -1.476013e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -14760530.000000 Penalty: 5608.001465
	Iteration 34Q: 3 clusters Score -1.476053e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -14760933.000000 Penalty: 5608.001465
	Iteration 35Q: 3 clusters Score -1.476093e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -14761412.000000 Penalty: 5608.001465
	Iteration 36Q: 3 clusters Score -1.476141e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -14761705.000000 Penalty: 5608.001465
	Iteration 37Q: 3 clusters Score -1.47617e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -14761908.000000 Penalty: 5608.001465
	Iteration 38Q: 3 clusters Score -1.476191e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -14762066.000000 Penalty: 5608.001465
	Iteration 39Q: 3 clusters Score -1.476207e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -14762691.000000 Penalty: 5608.001465
	Iteration 40F: 3 clusters Score -1.476269e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -14763110.000000 Penalty: 5608.001465
	Iteration 41Q: 3 clusters Score -1.476311e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -14763343.000000 Penalty: 5608.001465
	Iteration 42Q: 3 clusters Score -1.476334e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -14763522.000000 Penalty: 5608.001465
	Iteration 43Q: 3 clusters Score -1.476352e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -14763713.000000 Penalty: 5608.001465
	Iteration 44Q: 3 clusters Score -1.476371e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -14763736.000000 Penalty: 5608.001465
	Iteration 45Q: 3 clusters Score -1.476374e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -14763522.000000 Penalty: 5608.001465
	Iteration 46Q: 3 clusters Score -1.476352e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -14763292.000000 Penalty: 5608.001465
	Iteration 47Q: 3 clusters Score -1.476329e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -14763036.000000 Penalty: 5608.001465
	Iteration 48Q: 3 clusters Score -1.476304e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -14762671.000000 Penalty: 5608.001465
	Iteration 49Q: 3 clusters Score -1.476267e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -14762307.000000 Penalty: 5608.001465
	Iteration 50Q: 3 clusters Score -1.476231e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -14761920.000000 Penalty: 5608.001465
	Iteration 51Q: 3 clusters Score -1.476192e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -14761521.000000 Penalty: 5608.001465
	Iteration 52Q: 3 clusters Score -1.476152e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -14761294.000000 Penalty: 5608.001465
	Iteration 53Q: 3 clusters Score -1.476129e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -14761048.000000 Penalty: 5608.001465
	Iteration 54Q: 3 clusters Score -1.476105e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -14760928.000000 Penalty: 5608.001465
	Iteration 55Q: 3 clusters Score -1.476093e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -14760907.000000 Penalty: 5608.001465
	Iteration 56Q: 3 clusters Score -1.476091e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -14760927.000000 Penalty: 5608.001465
	Iteration 57Q: 3 clusters Score -1.476093e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -14761008.000000 Penalty: 5608.001465
	Iteration 58Q: 3 clusters Score -1.476101e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -14761006.000000 Penalty: 5608.001465
	Iteration 59Q: 3 clusters Score -1.476101e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -14761110.000000 Penalty: 5608.001465
	Iteration 60F: 3 clusters Score -1.476111e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -14761183.000000 Penalty: 5608.001465
	Iteration 61Q: 3 clusters Score -1.476118e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -14761224.000000 Penalty: 5608.001465
	Iteration 62Q: 3 clusters Score -1.476122e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -14761335.000000 Penalty: 5608.001465
	Iteration 63Q: 3 clusters Score -1.476134e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -14761446.000000 Penalty: 5608.001465
	Iteration 64Q: 3 clusters Score -1.476145e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -14761578.000000 Penalty: 5608.001465
	Iteration 65Q: 3 clusters Score -1.476158e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -14761644.000000 Penalty: 5608.001465
	Iteration 66Q: 3 clusters Score -1.476164e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -14761779.000000 Penalty: 5608.001465
	Iteration 67Q: 3 clusters Score -1.476178e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -14761843.000000 Penalty: 5608.001465
	Iteration 68Q: 3 clusters Score -1.476184e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -14761882.000000 Penalty: 5608.001465
	Iteration 69Q: 3 clusters Score -1.476188e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -14761965.000000 Penalty: 5608.001465
	Iteration 70Q: 3 clusters Score -1.476196e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -14762017.000000 Penalty: 5608.001465
	Iteration 71Q: 3 clusters Score -1.476202e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -14762043.000000 Penalty: 5608.001465
	Iteration 72Q: 3 clusters Score -1.476204e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -14762128.000000 Penalty: 5608.001465
	Iteration 73Q: 3 clusters Score -1.476213e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -14762137.000000 Penalty: 5608.001465
	Iteration 74Q: 3 clusters Score -1.476214e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -14762255.000000 Penalty: 5608.001465
	Iteration 75Q: 3 clusters Score -1.476226e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -14762288.000000 Penalty: 5608.001465
	Iteration 76Q: 3 clusters Score -1.476229e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -14762361.000000 Penalty: 5608.001465
	Iteration 77Q: 3 clusters Score -1.476236e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -14762407.000000 Penalty: 5608.001465
	Iteration 78Q: 3 clusters Score -1.476241e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -14762465.000000 Penalty: 5608.001465
	Iteration 79Q: 3 clusters Score -1.476246e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -14762545.000000 Penalty: 5608.001465
	Iteration 80F: 3 clusters Score -1.476254e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -14762568.000000 Penalty: 5608.001465
	Iteration 81Q: 3 clusters Score -1.476257e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -14762623.000000 Penalty: 5608.001465
	Iteration 82Q: 3 clusters Score -1.476262e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -14762641.000000 Penalty: 5608.001465
	Iteration 83Q: 3 clusters Score -1.476264e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -14762677.000000 Penalty: 5608.001465
	Iteration 84Q: 3 clusters Score -1.476268e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -14762724.000000 Penalty: 5608.001465
	Iteration 85Q: 3 clusters Score -1.476272e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -14762739.000000 Penalty: 5608.001465
	Iteration 86Q: 3 clusters Score -1.476274e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -14762769.000000 Penalty: 5608.001465
	Iteration 87Q: 3 clusters Score -1.476277e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -14762795.000000 Penalty: 5608.001465
	Iteration 88Q: 3 clusters Score -1.47628e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -14762859.000000 Penalty: 5608.001465
	Iteration 89Q: 3 clusters Score -1.476286e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -14762909.000000 Penalty: 5608.001465
	Iteration 90Q: 3 clusters Score -1.476291e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -14762928.000000 Penalty: 5608.001465
	Iteration 91Q: 3 clusters Score -1.476293e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -14762915.000000 Penalty: 5608.001465
	Iteration 92Q: 3 clusters Score -1.476292e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -14762910.000000 Penalty: 5608.001465
	Iteration 93Q: 3 clusters Score -1.476291e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -14762960.000000 Penalty: 5608.001465
	Iteration 94Q: 3 clusters Score -1.476296e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -14762965.000000 Penalty: 5608.001465
	Iteration 95Q: 3 clusters Score -1.476296e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -14762977.000000 Penalty: 5608.001465
	Iteration 96Q: 3 clusters Score -1.476298e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -14762997.000000 Penalty: 5608.001465
	Iteration 97Q: 3 clusters Score -1.4763e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -14762982.000000 Penalty: 5608.001465
	Iteration 98Q: 3 clusters Score -1.476298e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -14762973.000000 Penalty: 5608.001465
	Iteration 99Q: 3 clusters Score -1.476297e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -14762952.000000 Penalty: 5608.001465
	Iteration 100F: 3 clusters Score -1.476295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -14762961.000000 Penalty: 5608.001465
	Iteration 101Q: 3 clusters Score -1.476296e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -14762971.000000 Penalty: 5608.001465
	Iteration 102Q: 3 clusters Score -1.476297e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -14762944.000000 Penalty: 5608.001465
	Iteration 103Q: 3 clusters Score -1.476294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -14762924.000000 Penalty: 5608.001465
	Iteration 104Q: 3 clusters Score -1.476292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -14762931.000000 Penalty: 5608.001465
	Iteration 105Q: 3 clusters Score -1.476293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -14762920.000000 Penalty: 5608.001465
	Iteration 106Q: 3 clusters Score -1.476292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -14762909.000000 Penalty: 5608.001465
	Iteration 107Q: 3 clusters Score -1.476291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -14762900.000000 Penalty: 5608.001465
	Iteration 108Q: 3 clusters Score -1.47629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -14762898.000000 Penalty: 5608.001465
	Iteration 109Q: 3 clusters Score -1.47629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -14762885.000000 Penalty: 5608.001465
	Iteration 110Q: 3 clusters Score -1.476288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -14762908.000000 Penalty: 5608.001465
	Iteration 111Q: 3 clusters Score -1.476291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -14762909.000000 Penalty: 5608.001465
	Iteration 112Q: 3 clusters Score -1.476291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -14762893.000000 Penalty: 5608.001465
	Iteration 113Q: 3 clusters Score -1.476289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -14762874.000000 Penalty: 5608.001465
	Iteration 114Q: 3 clusters Score -1.476287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -14762867.000000 Penalty: 5608.001465
	Iteration 115Q: 3 clusters Score -1.476287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -14762869.000000 Penalty: 5608.001465
	Iteration 116Q: 3 clusters Score -1.476287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -14762859.000000 Penalty: 5608.001465
	Iteration 117Q: 3 clusters Score -1.476286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -14762874.000000 Penalty: 5608.001465
	Iteration 118Q: 3 clusters Score -1.476287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -14762861.000000 Penalty: 5608.001465
	Iteration 119Q: 3 clusters Score -1.476286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -14762864.000000 Penalty: 5608.001465
	Iteration 120F: 3 clusters Score -1.476286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -14762870.000000 Penalty: 5608.001465
	Iteration 121Q: 3 clusters Score -1.476287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -14762871.000000 Penalty: 5608.001465
	Iteration 122Q: 3 clusters Score -1.476287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -14762869.000000 Penalty: 5608.001465
	Iteration 123Q: 3 clusters Score -1.476287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -14762869.000000 Penalty: 5608.001465
	Iteration 124F: 3 clusters Score -1.476287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 60822 members 
Mstep: Class 7 contains 53176 members 
Mstep: Class 8 contains 74707 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Entering Unmasked Estep 
Score: -196089056.000000 Penalty: 79460.125000
Splitting cluster 4 changes total score from -196027312.000000 to -196089056.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -513950.843750 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -513950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -510991.250000 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -510991.2 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -515837.468750 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -515837.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -519288.593750 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -519288.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -520773.281250 Penalty: 4030.606445
	Iteration 3F: 3 clusters Score -520773.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -521298.531250 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -521298.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -521488.062500 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -521488.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -521543.125000 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -521543.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -521573.812500 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -521573.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -521590.812500 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -521590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -521597.656250 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -521597.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -521601.031250 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -521601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -521603.468750 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -521603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -521603.468750 Penalty: 4030.606445
	Iteration 12F: 3 clusters Score -521603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 60822 members 
Mstep: Class 7 contains 53176 members 
Mstep: Class 8 contains 74707 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Entering Unmasked Estep 
Score: -196095632.000000 Penalty: 82914.914062
Splitting cluster 5 changes total score from -196027312.000000 to -196095632.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (60822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Entering Unmasked Estep 
Score: -10710549.000000 Penalty: 2731.895264
	Iteration 0F: 2 clusters Score -1.071055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -10678253.000000 Penalty: 5463.790527
	Iteration 0F: 3 clusters Score -1.067825e+07 nChanged 28337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -10695006.000000 Penalty: 5463.790527
	Iteration 1F: 3 clusters Score -1.069501e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -10697216.000000 Penalty: 5463.790527
	Iteration 2F: 3 clusters Score -1.069722e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -10700986.000000 Penalty: 5463.790527
	Iteration 3F: 3 clusters Score -1.070099e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -10705914.000000 Penalty: 5463.790527
	Iteration 4F: 3 clusters Score -1.070591e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -10710900.000000 Penalty: 5463.790527
	Iteration 5F: 3 clusters Score -1.07109e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -10714921.000000 Penalty: 5463.790527
	Iteration 6F: 3 clusters Score -1.071492e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -10717400.000000 Penalty: 5463.790527
	Iteration 7F: 3 clusters Score -1.07174e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -10719208.000000 Penalty: 5463.790527
	Iteration 8Q: 3 clusters Score -1.071921e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -10720907.000000 Penalty: 5463.790527
	Iteration 9Q: 3 clusters Score -1.072091e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -10721960.000000 Penalty: 5463.790527
	Iteration 10Q: 3 clusters Score -1.072196e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -10722421.000000 Penalty: 5463.790527
	Iteration 11Q: 3 clusters Score -1.072242e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -10722631.000000 Penalty: 5463.790527
	Iteration 12Q: 3 clusters Score -1.072263e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -10722773.000000 Penalty: 5463.790527
	Iteration 13Q: 3 clusters Score -1.072277e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -10722875.000000 Penalty: 5463.790527
	Iteration 14Q: 3 clusters Score -1.072288e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -10722947.000000 Penalty: 5463.790527
	Iteration 15Q: 3 clusters Score -1.072295e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -10723020.000000 Penalty: 5463.790527
	Iteration 16Q: 3 clusters Score -1.072302e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -10723053.000000 Penalty: 5463.790527
	Iteration 17Q: 3 clusters Score -1.072305e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -10723114.000000 Penalty: 5463.790527
	Iteration 18Q: 3 clusters Score -1.072311e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -10723161.000000 Penalty: 5463.790527
	Iteration 19Q: 3 clusters Score -1.072316e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -10723220.000000 Penalty: 5463.790527
	Iteration 20F: 3 clusters Score -1.072322e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -10723312.000000 Penalty: 5463.790527
	Iteration 21Q: 3 clusters Score -1.072331e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -10723408.000000 Penalty: 5463.790527
	Iteration 22Q: 3 clusters Score -1.072341e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -10723570.000000 Penalty: 5463.790527
	Iteration 23Q: 3 clusters Score -1.072357e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -10723683.000000 Penalty: 5463.790527
	Iteration 24Q: 3 clusters Score -1.072368e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -10723802.000000 Penalty: 5463.790527
	Iteration 25Q: 3 clusters Score -1.07238e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -10723913.000000 Penalty: 5463.790527
	Iteration 26Q: 3 clusters Score -1.072391e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -10723978.000000 Penalty: 5463.790527
	Iteration 27Q: 3 clusters Score -1.072398e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -10724015.000000 Penalty: 5463.790527
	Iteration 28Q: 3 clusters Score -1.072402e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -10724061.000000 Penalty: 5463.790527
	Iteration 29Q: 3 clusters Score -1.072406e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -10724082.000000 Penalty: 5463.790527
	Iteration 30Q: 3 clusters Score -1.072408e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -10724088.000000 Penalty: 5463.790527
	Iteration 31Q: 3 clusters Score -1.072409e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -10724100.000000 Penalty: 5463.790527
	Iteration 32Q: 3 clusters Score -1.07241e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -10724123.000000 Penalty: 5463.790527
	Iteration 33Q: 3 clusters Score -1.072412e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -10724116.000000 Penalty: 5463.790527
	Iteration 34Q: 3 clusters Score -1.072412e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -10724137.000000 Penalty: 5463.790527
	Iteration 35Q: 3 clusters Score -1.072414e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -10724136.000000 Penalty: 5463.790527
	Iteration 36Q: 3 clusters Score -1.072414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -10724129.000000 Penalty: 5463.790527
	Iteration 37Q: 3 clusters Score -1.072413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -10724153.000000 Penalty: 5463.790527
	Iteration 38Q: 3 clusters Score -1.072415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -10724142.000000 Penalty: 5463.790527
	Iteration 39Q: 3 clusters Score -1.072414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -10724143.000000 Penalty: 5463.790527
	Iteration 40F: 3 clusters Score -1.072414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -10724167.000000 Penalty: 5463.790527
	Iteration 41Q: 3 clusters Score -1.072417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -10724168.000000 Penalty: 5463.790527
	Iteration 42Q: 3 clusters Score -1.072417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -10724174.000000 Penalty: 5463.790527
	Iteration 43Q: 3 clusters Score -1.072417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -10724177.000000 Penalty: 5463.790527
	Iteration 44Q: 3 clusters Score -1.072418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -10724176.000000 Penalty: 5463.790527
	Iteration 45Q: 3 clusters Score -1.072418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -10724187.000000 Penalty: 5463.790527
	Iteration 46Q: 3 clusters Score -1.072419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -10724189.000000 Penalty: 5463.790527
	Iteration 47Q: 3 clusters Score -1.072419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -10724185.000000 Penalty: 5463.790527
	Iteration 48Q: 3 clusters Score -1.072418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -10724194.000000 Penalty: 5463.790527
	Iteration 49Q: 3 clusters Score -1.072419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -10724200.000000 Penalty: 5463.790527
	Iteration 50Q: 3 clusters Score -1.07242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -10724193.000000 Penalty: 5463.790527
	Iteration 51Q: 3 clusters Score -1.072419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -10724198.000000 Penalty: 5463.790527
	Iteration 52Q: 3 clusters Score -1.07242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -10724189.000000 Penalty: 5463.790527
	Iteration 53Q: 3 clusters Score -1.072419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -10724195.000000 Penalty: 5463.790527
	Iteration 54Q: 3 clusters Score -1.07242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -10724203.000000 Penalty: 5463.790527
	Iteration 55Q: 3 clusters Score -1.07242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -10724195.000000 Penalty: 5463.790527
	Iteration 56Q: 3 clusters Score -1.07242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -10724188.000000 Penalty: 5463.790527
	Iteration 57Q: 3 clusters Score -1.072419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -10724199.000000 Penalty: 5463.790527
	Iteration 58Q: 3 clusters Score -1.07242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -10724198.000000 Penalty: 5463.790527
	Iteration 59Q: 3 clusters Score -1.07242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -10724203.000000 Penalty: 5463.790527
	Iteration 60F: 3 clusters Score -1.07242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -10724199.000000 Penalty: 5463.790527
	Iteration 61Q: 3 clusters Score -1.07242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -10724205.000000 Penalty: 5463.790527
	Iteration 62Q: 3 clusters Score -1.07242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -10724205.000000 Penalty: 5463.790527
	Iteration 63F: 3 clusters Score -1.07242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 53176 members 
Mstep: Class 8 contains 74707 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Entering Unmasked Estep 
Score: -196105760.000000 Penalty: 86369.703125
Splitting cluster 6 changes total score from -196027312.000000 to -196105760.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (53176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Entering Unmasked Estep 
Score: -9268326.000000 Penalty: 2698.578125
	Iteration 0F: 2 clusters Score -9268326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -9235384.000000 Penalty: 5397.156250
	Iteration 0F: 3 clusters Score -9235384 nChanged 24664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -9249808.000000 Penalty: 5397.156250
	Iteration 1F: 3 clusters Score -9249808 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -9251602.000000 Penalty: 5397.156250
	Iteration 2F: 3 clusters Score -9251602 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -9254148.000000 Penalty: 5397.156250
	Iteration 3F: 3 clusters Score -9254148 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -9257191.000000 Penalty: 5397.156250
	Iteration 4F: 3 clusters Score -9257191 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -9260034.000000 Penalty: 5397.156250
	Iteration 5F: 3 clusters Score -9260034 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -9262261.000000 Penalty: 5397.156250
	Iteration 6F: 3 clusters Score -9262261 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -9263755.000000 Penalty: 5397.156250
	Iteration 7F: 3 clusters Score -9263755 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -9265060.000000 Penalty: 5397.156250
	Iteration 8Q: 3 clusters Score -9265060 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -9265987.000000 Penalty: 5397.156250
	Iteration 9Q: 3 clusters Score -9265987 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -9266701.000000 Penalty: 5397.156250
	Iteration 10Q: 3 clusters Score -9266701 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -9267083.000000 Penalty: 5397.156250
	Iteration 11Q: 3 clusters Score -9267083 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -9267333.000000 Penalty: 5397.156250
	Iteration 12Q: 3 clusters Score -9267333 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -9267518.000000 Penalty: 5397.156250
	Iteration 13Q: 3 clusters Score -9267518 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -9267683.000000 Penalty: 5397.156250
	Iteration 14Q: 3 clusters Score -9267683 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -9267849.000000 Penalty: 5397.156250
	Iteration 15Q: 3 clusters Score -9267849 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -9267967.000000 Penalty: 5397.156250
	Iteration 16Q: 3 clusters Score -9267967 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -9268063.000000 Penalty: 5397.156250
	Iteration 17Q: 3 clusters Score -9268063 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -9268218.000000 Penalty: 5397.156250
	Iteration 18Q: 3 clusters Score -9268218 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -9268402.000000 Penalty: 5397.156250
	Iteration 19Q: 3 clusters Score -9268402 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -9268622.000000 Penalty: 5397.156250
	Iteration 20F: 3 clusters Score -9268622 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -9268916.000000 Penalty: 5397.156250
	Iteration 21Q: 3 clusters Score -9268916 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -9269496.000000 Penalty: 5397.156250
	Iteration 22Q: 3 clusters Score -9269496 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -9270825.000000 Penalty: 5397.156250
	Iteration 23Q: 3 clusters Score -9270825 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -9271741.000000 Penalty: 5397.156250
	Iteration 24Q: 3 clusters Score -9271741 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -9272107.000000 Penalty: 5397.156250
	Iteration 25Q: 3 clusters Score -9272107 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -9272356.000000 Penalty: 5397.156250
	Iteration 26Q: 3 clusters Score -9272356 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -9272476.000000 Penalty: 5397.156250
	Iteration 27Q: 3 clusters Score -9272476 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -9272643.000000 Penalty: 5397.156250
	Iteration 28Q: 3 clusters Score -9272643 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -9272692.000000 Penalty: 5397.156250
	Iteration 29Q: 3 clusters Score -9272692 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -9272770.000000 Penalty: 5397.156250
	Iteration 30Q: 3 clusters Score -9272770 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -9272831.000000 Penalty: 5397.156250
	Iteration 31Q: 3 clusters Score -9272831 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -9272821.000000 Penalty: 5397.156250
	Iteration 32Q: 3 clusters Score -9272821 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -9272896.000000 Penalty: 5397.156250
	Iteration 33Q: 3 clusters Score -9272896 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -9272941.000000 Penalty: 5397.156250
	Iteration 34Q: 3 clusters Score -9272941 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -9272940.000000 Penalty: 5397.156250
	Iteration 35Q: 3 clusters Score -9272940 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -9272897.000000 Penalty: 5397.156250
	Iteration 36Q: 3 clusters Score -9272897 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -9272872.000000 Penalty: 5397.156250
	Iteration 37Q: 3 clusters Score -9272872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -9272886.000000 Penalty: 5397.156250
	Iteration 38Q: 3 clusters Score -9272886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -9272874.000000 Penalty: 5397.156250
	Iteration 39Q: 3 clusters Score -9272874 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -9272890.000000 Penalty: 5397.156250
	Iteration 40F: 3 clusters Score -9272890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -9272901.000000 Penalty: 5397.156250
	Iteration 41Q: 3 clusters Score -9272901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -9272908.000000 Penalty: 5397.156250
	Iteration 42Q: 3 clusters Score -9272908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -9272903.000000 Penalty: 5397.156250
	Iteration 43Q: 3 clusters Score -9272903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -9272885.000000 Penalty: 5397.156250
	Iteration 44Q: 3 clusters Score -9272885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -9272905.000000 Penalty: 5397.156250
	Iteration 45Q: 3 clusters Score -9272905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -9272904.000000 Penalty: 5397.156250
	Iteration 46Q: 3 clusters Score -9272904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -9272930.000000 Penalty: 5397.156250
	Iteration 47Q: 3 clusters Score -9272930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -9272947.000000 Penalty: 5397.156250
	Iteration 48Q: 3 clusters Score -9272947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -9272960.000000 Penalty: 5397.156250
	Iteration 49Q: 3 clusters Score -9272960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -9272955.000000 Penalty: 5397.156250
	Iteration 50Q: 3 clusters Score -9272955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -9272940.000000 Penalty: 5397.156250
	Iteration 51Q: 3 clusters Score -9272940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -9272940.000000 Penalty: 5397.156250
	Iteration 52Q: 3 clusters Score -9272940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -9272929.000000 Penalty: 5397.156250
	Iteration 53Q: 3 clusters Score -9272929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -9272932.000000 Penalty: 5397.156250
	Iteration 54Q: 3 clusters Score -9272932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -9272929.000000 Penalty: 5397.156250
	Iteration 55Q: 3 clusters Score -9272929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -9272944.000000 Penalty: 5397.156250
	Iteration 56Q: 3 clusters Score -9272944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -9272965.000000 Penalty: 5397.156250
	Iteration 57Q: 3 clusters Score -9272965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -9272950.000000 Penalty: 5397.156250
	Iteration 58Q: 3 clusters Score -9272950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -9272950.000000 Penalty: 5397.156250
	Iteration 59Q: 3 clusters Score -9272950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -9272956.000000 Penalty: 5397.156250
	Iteration 60F: 3 clusters Score -9272956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -9272964.000000 Penalty: 5397.156250
	Iteration 61Q: 3 clusters Score -9272964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -9272953.000000 Penalty: 5397.156250
	Iteration 62Q: 3 clusters Score -9272953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -9272940.000000 Penalty: 5397.156250
	Iteration 63Q: 3 clusters Score -9272940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -9272949.000000 Penalty: 5397.156250
	Iteration 64Q: 3 clusters Score -9272949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -9272943.000000 Penalty: 5397.156250
	Iteration 65Q: 3 clusters Score -9272943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -9272941.000000 Penalty: 5397.156250
	Iteration 66Q: 3 clusters Score -9272941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -9272941.000000 Penalty: 5397.156250
	Iteration 67Q: 3 clusters Score -9272941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -9272945.000000 Penalty: 5397.156250
	Iteration 68Q: 3 clusters Score -9272945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -9272949.000000 Penalty: 5397.156250
	Iteration 69Q: 3 clusters Score -9272949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -9272956.000000 Penalty: 5397.156250
	Iteration 70Q: 3 clusters Score -9272956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -9272941.000000 Penalty: 5397.156250
	Iteration 71Q: 3 clusters Score -9272941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -9272942.000000 Penalty: 5397.156250
	Iteration 72Q: 3 clusters Score -9272942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -9272934.000000 Penalty: 5397.156250
	Iteration 73Q: 3 clusters Score -9272934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -9272926.000000 Penalty: 5397.156250
	Iteration 74Q: 3 clusters Score -9272926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -9272940.000000 Penalty: 5397.156250
	Iteration 75Q: 3 clusters Score -9272940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -9272933.000000 Penalty: 5397.156250
	Iteration 76Q: 3 clusters Score -9272933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -9272918.000000 Penalty: 5397.156250
	Iteration 77Q: 3 clusters Score -9272918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -9272917.000000 Penalty: 5397.156250
	Iteration 78Q: 3 clusters Score -9272917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -9272926.000000 Penalty: 5397.156250
	Iteration 79Q: 3 clusters Score -9272926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -9272924.000000 Penalty: 5397.156250
	Iteration 80F: 3 clusters Score -9272924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -9272927.000000 Penalty: 5397.156250
	Iteration 81Q: 3 clusters Score -9272927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -9272927.000000 Penalty: 5397.156250
	Iteration 82F: 3 clusters Score -9272927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 74707 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Entering Unmasked Estep 
Score: -196106976.000000 Penalty: 89824.492188
Splitting cluster 7 changes total score from -196027312.000000 to -196106976.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (74707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Entering Unmasked Estep 
Score: -13197327.000000 Penalty: 2782.889648
	Iteration 0F: 2 clusters Score -1.319733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -13170606.000000 Penalty: 5565.779297
	Iteration 0F: 3 clusters Score -1.317061e+07 nChanged 35034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -13190537.000000 Penalty: 5565.779297
	Iteration 1F: 3 clusters Score -1.319054e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -13191644.000000 Penalty: 5565.779297
	Iteration 2Q: 3 clusters Score -1.319164e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -13192898.000000 Penalty: 5565.779297
	Iteration 3Q: 3 clusters Score -1.31929e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -13194665.000000 Penalty: 5565.779297
	Iteration 4F: 3 clusters Score -1.319466e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -13196751.000000 Penalty: 5565.779297
	Iteration 5F: 3 clusters Score -1.319675e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -13198823.000000 Penalty: 5565.779297
	Iteration 6F: 3 clusters Score -1.319882e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -13200242.000000 Penalty: 5565.779297
	Iteration 7F: 3 clusters Score -1.320024e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -13201380.000000 Penalty: 5565.779297
	Iteration 8F: 3 clusters Score -1.320138e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -13202272.000000 Penalty: 5565.779297
	Iteration 9Q: 3 clusters Score -1.320227e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -13203028.000000 Penalty: 5565.779297
	Iteration 10Q: 3 clusters Score -1.320303e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -13203838.000000 Penalty: 5565.779297
	Iteration 11Q: 3 clusters Score -1.320384e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -13204723.000000 Penalty: 5565.779297
	Iteration 12Q: 3 clusters Score -1.320472e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -13205430.000000 Penalty: 5565.779297
	Iteration 13Q: 3 clusters Score -1.320543e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -13206072.000000 Penalty: 5565.779297
	Iteration 14Q: 3 clusters Score -1.320607e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -13206547.000000 Penalty: 5565.779297
	Iteration 15Q: 3 clusters Score -1.320655e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -13206973.000000 Penalty: 5565.779297
	Iteration 16Q: 3 clusters Score -1.320697e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -13207406.000000 Penalty: 5565.779297
	Iteration 17Q: 3 clusters Score -1.320741e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -13207833.000000 Penalty: 5565.779297
	Iteration 18Q: 3 clusters Score -1.320783e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -13208147.000000 Penalty: 5565.779297
	Iteration 19Q: 3 clusters Score -1.320815e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -13208499.000000 Penalty: 5565.779297
	Iteration 20F: 3 clusters Score -1.32085e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -13208799.000000 Penalty: 5565.779297
	Iteration 21Q: 3 clusters Score -1.32088e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -13209054.000000 Penalty: 5565.779297
	Iteration 22Q: 3 clusters Score -1.320905e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -13209274.000000 Penalty: 5565.779297
	Iteration 23Q: 3 clusters Score -1.320927e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -13209467.000000 Penalty: 5565.779297
	Iteration 24Q: 3 clusters Score -1.320947e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -13209648.000000 Penalty: 5565.779297
	Iteration 25Q: 3 clusters Score -1.320965e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -13209874.000000 Penalty: 5565.779297
	Iteration 26Q: 3 clusters Score -1.320987e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -13210045.000000 Penalty: 5565.779297
	Iteration 27Q: 3 clusters Score -1.321004e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -13210231.000000 Penalty: 5565.779297
	Iteration 28Q: 3 clusters Score -1.321023e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -13210468.000000 Penalty: 5565.779297
	Iteration 29Q: 3 clusters Score -1.321047e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -13210669.000000 Penalty: 5565.779297
	Iteration 30Q: 3 clusters Score -1.321067e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -13210811.000000 Penalty: 5565.779297
	Iteration 31Q: 3 clusters Score -1.321081e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -13210969.000000 Penalty: 5565.779297
	Iteration 32Q: 3 clusters Score -1.321097e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -13211173.000000 Penalty: 5565.779297
	Iteration 33Q: 3 clusters Score -1.321117e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -13211374.000000 Penalty: 5565.779297
	Iteration 34Q: 3 clusters Score -1.321137e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -13211540.000000 Penalty: 5565.779297
	Iteration 35Q: 3 clusters Score -1.321154e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -13211773.000000 Penalty: 5565.779297
	Iteration 36Q: 3 clusters Score -1.321177e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -13211947.000000 Penalty: 5565.779297
	Iteration 37Q: 3 clusters Score -1.321195e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -13212210.000000 Penalty: 5565.779297
	Iteration 38Q: 3 clusters Score -1.321221e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -13212500.000000 Penalty: 5565.779297
	Iteration 39Q: 3 clusters Score -1.32125e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -13212820.000000 Penalty: 5565.779297
	Iteration 40F: 3 clusters Score -1.321282e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -13213072.000000 Penalty: 5565.779297
	Iteration 41Q: 3 clusters Score -1.321307e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -13213482.000000 Penalty: 5565.779297
	Iteration 42Q: 3 clusters Score -1.321348e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -13213761.000000 Penalty: 5565.779297
	Iteration 43Q: 3 clusters Score -1.321376e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -13214063.000000 Penalty: 5565.779297
	Iteration 44Q: 3 clusters Score -1.321406e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -13214290.000000 Penalty: 5565.779297
	Iteration 45Q: 3 clusters Score -1.321429e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -13214488.000000 Penalty: 5565.779297
	Iteration 46Q: 3 clusters Score -1.321449e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -13214624.000000 Penalty: 5565.779297
	Iteration 47Q: 3 clusters Score -1.321462e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -13214661.000000 Penalty: 5565.779297
	Iteration 48Q: 3 clusters Score -1.321466e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -13214713.000000 Penalty: 5565.779297
	Iteration 49Q: 3 clusters Score -1.321471e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -13214781.000000 Penalty: 5565.779297
	Iteration 50Q: 3 clusters Score -1.321478e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -13214841.000000 Penalty: 5565.779297
	Iteration 51Q: 3 clusters Score -1.321484e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -13214859.000000 Penalty: 5565.779297
	Iteration 52Q: 3 clusters Score -1.321486e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -13214869.000000 Penalty: 5565.779297
	Iteration 53Q: 3 clusters Score -1.321487e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -13214932.000000 Penalty: 5565.779297
	Iteration 54Q: 3 clusters Score -1.321493e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -13214958.000000 Penalty: 5565.779297
	Iteration 55Q: 3 clusters Score -1.321496e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -13214992.000000 Penalty: 5565.779297
	Iteration 56Q: 3 clusters Score -1.321499e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -13215029.000000 Penalty: 5565.779297
	Iteration 57Q: 3 clusters Score -1.321503e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -13215067.000000 Penalty: 5565.779297
	Iteration 58Q: 3 clusters Score -1.321507e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -13215050.000000 Penalty: 5565.779297
	Iteration 59Q: 3 clusters Score -1.321505e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -13215070.000000 Penalty: 5565.779297
	Iteration 60F: 3 clusters Score -1.321507e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -13215091.000000 Penalty: 5565.779297
	Iteration 61Q: 3 clusters Score -1.321509e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -13215092.000000 Penalty: 5565.779297
	Iteration 62Q: 3 clusters Score -1.321509e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -13215091.000000 Penalty: 5565.779297
	Iteration 63Q: 3 clusters Score -1.321509e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -13215113.000000 Penalty: 5565.779297
	Iteration 64Q: 3 clusters Score -1.321511e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -13215151.000000 Penalty: 5565.779297
	Iteration 65Q: 3 clusters Score -1.321515e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -13215159.000000 Penalty: 5565.779297
	Iteration 66Q: 3 clusters Score -1.321516e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -13215157.000000 Penalty: 5565.779297
	Iteration 67Q: 3 clusters Score -1.321516e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -13215178.000000 Penalty: 5565.779297
	Iteration 68Q: 3 clusters Score -1.321518e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -13215171.000000 Penalty: 5565.779297
	Iteration 69Q: 3 clusters Score -1.321517e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -13215144.000000 Penalty: 5565.779297
	Iteration 70Q: 3 clusters Score -1.321514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -13215170.000000 Penalty: 5565.779297
	Iteration 71Q: 3 clusters Score -1.321517e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -13215171.000000 Penalty: 5565.779297
	Iteration 72Q: 3 clusters Score -1.321517e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -13215142.000000 Penalty: 5565.779297
	Iteration 73Q: 3 clusters Score -1.321514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -13215135.000000 Penalty: 5565.779297
	Iteration 74Q: 3 clusters Score -1.321514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -13215134.000000 Penalty: 5565.779297
	Iteration 75Q: 3 clusters Score -1.321513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -13215138.000000 Penalty: 5565.779297
	Iteration 76Q: 3 clusters Score -1.321514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -13215133.000000 Penalty: 5565.779297
	Iteration 77Q: 3 clusters Score -1.321513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -13215128.000000 Penalty: 5565.779297
	Iteration 78Q: 3 clusters Score -1.321513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -13215146.000000 Penalty: 5565.779297
	Iteration 79Q: 3 clusters Score -1.321515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -13215157.000000 Penalty: 5565.779297
	Iteration 80F: 3 clusters Score -1.321516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -13215154.000000 Penalty: 5565.779297
	Iteration 81Q: 3 clusters Score -1.321515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -13215149.000000 Penalty: 5565.779297
	Iteration 82Q: 3 clusters Score -1.321515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -13215141.000000 Penalty: 5565.779297
	Iteration 83Q: 3 clusters Score -1.321514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -13215130.000000 Penalty: 5565.779297
	Iteration 84Q: 3 clusters Score -1.321513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -13215131.000000 Penalty: 5565.779297
	Iteration 85Q: 3 clusters Score -1.321513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -13215138.000000 Penalty: 5565.779297
	Iteration 86Q: 3 clusters Score -1.321514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -13215143.000000 Penalty: 5565.779297
	Iteration 87Q: 3 clusters Score -1.321514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -13215141.000000 Penalty: 5565.779297
	Iteration 88Q: 3 clusters Score -1.321514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -13215129.000000 Penalty: 5565.779297
	Iteration 89Q: 3 clusters Score -1.321513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -13215141.000000 Penalty: 5565.779297
	Iteration 90Q: 3 clusters Score -1.321514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -13215130.000000 Penalty: 5565.779297
	Iteration 91Q: 3 clusters Score -1.321513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -13215131.000000 Penalty: 5565.779297
	Iteration 92Q: 3 clusters Score -1.321513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -13215132.000000 Penalty: 5565.779297
	Iteration 93Q: 3 clusters Score -1.321513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -13215121.000000 Penalty: 5565.779297
	Iteration 94Q: 3 clusters Score -1.321512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -13215128.000000 Penalty: 5565.779297
	Iteration 95Q: 3 clusters Score -1.321513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -13215128.000000 Penalty: 5565.779297
	Iteration 96Q: 3 clusters Score -1.321513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -13215114.000000 Penalty: 5565.779297
	Iteration 97Q: 3 clusters Score -1.321511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -13215114.000000 Penalty: 5565.779297
	Iteration 98Q: 3 clusters Score -1.321511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -13215122.000000 Penalty: 5565.779297
	Iteration 99Q: 3 clusters Score -1.321512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -13215126.000000 Penalty: 5565.779297
	Iteration 100F: 3 clusters Score -1.321513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -13215132.000000 Penalty: 5565.779297
	Iteration 101Q: 3 clusters Score -1.321513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -13215140.000000 Penalty: 5565.779297
	Iteration 102Q: 3 clusters Score -1.321514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -13215134.000000 Penalty: 5565.779297
	Iteration 103Q: 3 clusters Score -1.321513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -13215138.000000 Penalty: 5565.779297
	Iteration 104Q: 3 clusters Score -1.321514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -13215141.000000 Penalty: 5565.779297
	Iteration 105Q: 3 clusters Score -1.321514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -13215140.000000 Penalty: 5565.779297
	Iteration 106Q: 3 clusters Score -1.321514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -13215146.000000 Penalty: 5565.779297
	Iteration 107Q: 3 clusters Score -1.321515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -13215143.000000 Penalty: 5565.779297
	Iteration 108Q: 3 clusters Score -1.321514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -13215130.000000 Penalty: 5565.779297
	Iteration 109Q: 3 clusters Score -1.321513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -13215140.000000 Penalty: 5565.779297
	Iteration 110Q: 3 clusters Score -1.321514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -13215130.000000 Penalty: 5565.779297
	Iteration 111Q: 3 clusters Score -1.321513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -13215133.000000 Penalty: 5565.779297
	Iteration 112Q: 3 clusters Score -1.321513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -13215143.000000 Penalty: 5565.779297
	Iteration 113Q: 3 clusters Score -1.321514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -13215152.000000 Penalty: 5565.779297
	Iteration 114Q: 3 clusters Score -1.321515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -13215157.000000 Penalty: 5565.779297
	Iteration 115Q: 3 clusters Score -1.321516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -13215156.000000 Penalty: 5565.779297
	Iteration 116Q: 3 clusters Score -1.321516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -13215154.000000 Penalty: 5565.779297
	Iteration 117Q: 3 clusters Score -1.321515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -13215152.000000 Penalty: 5565.779297
	Iteration 118Q: 3 clusters Score -1.321515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -13215154.000000 Penalty: 5565.779297
	Iteration 119Q: 3 clusters Score -1.321515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -13215151.000000 Penalty: 5565.779297
	Iteration 120F: 3 clusters Score -1.321515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -13215157.000000 Penalty: 5565.779297
	Iteration 121Q: 3 clusters Score -1.321516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -13215159.000000 Penalty: 5565.779297
	Iteration 122Q: 3 clusters Score -1.321516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -13215159.000000 Penalty: 5565.779297
	Iteration 123F: 3 clusters Score -1.321516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Entering Unmasked Estep 
Score: -196119200.000000 Penalty: 93279.281250
Splitting cluster 8 changes total score from -196027312.000000 to -196119200.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (88550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Entering Unmasked Estep 
Score: -15634111.000000 Penalty: 2825.048096
	Iteration 0F: 2 clusters Score -1.563411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -15607025.000000 Penalty: 5650.096191
	Iteration 0F: 3 clusters Score -1.560702e+07 nChanged 41689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -15630700.000000 Penalty: 5650.096191
	Iteration 1F: 3 clusters Score -1.56307e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -15631907.000000 Penalty: 5650.096191
	Iteration 2Q: 3 clusters Score -1.563191e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -15633580.000000 Penalty: 5650.096191
	Iteration 3Q: 3 clusters Score -1.563358e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -15635907.000000 Penalty: 5650.096191
	Iteration 4F: 3 clusters Score -1.563591e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -15638862.000000 Penalty: 5650.096191
	Iteration 5F: 3 clusters Score -1.563886e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -15642515.000000 Penalty: 5650.096191
	Iteration 6F: 3 clusters Score -1.564252e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -15646548.000000 Penalty: 5650.096191
	Iteration 7F: 3 clusters Score -1.564655e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -15649357.000000 Penalty: 5650.096191
	Iteration 8F: 3 clusters Score -1.564936e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -15650588.000000 Penalty: 5650.096191
	Iteration 9Q: 3 clusters Score -1.565059e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -15650966.000000 Penalty: 5650.096191
	Iteration 10Q: 3 clusters Score -1.565097e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -15651210.000000 Penalty: 5650.096191
	Iteration 11Q: 3 clusters Score -1.565121e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -15651258.000000 Penalty: 5650.096191
	Iteration 12Q: 3 clusters Score -1.565126e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -15651339.000000 Penalty: 5650.096191
	Iteration 13Q: 3 clusters Score -1.565134e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -15651469.000000 Penalty: 5650.096191
	Iteration 14Q: 3 clusters Score -1.565147e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -15651476.000000 Penalty: 5650.096191
	Iteration 15Q: 3 clusters Score -1.565148e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -15651642.000000 Penalty: 5650.096191
	Iteration 16Q: 3 clusters Score -1.565164e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -15651584.000000 Penalty: 5650.096191
	Iteration 17Q: 3 clusters Score -1.565158e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -15651668.000000 Penalty: 5650.096191
	Iteration 18Q: 3 clusters Score -1.565167e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -15651600.000000 Penalty: 5650.096191
	Iteration 19Q: 3 clusters Score -1.56516e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -15651457.000000 Penalty: 5650.096191
	Iteration 20F: 3 clusters Score -1.565146e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -15650684.000000 Penalty: 5650.096191
	Iteration 21Q: 3 clusters Score -1.565068e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -15649869.000000 Penalty: 5650.096191
	Iteration 22Q: 3 clusters Score -1.564987e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -15649184.000000 Penalty: 5650.096191
	Iteration 23Q: 3 clusters Score -1.564918e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -15648394.000000 Penalty: 5650.096191
	Iteration 24Q: 3 clusters Score -1.564839e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -15647681.000000 Penalty: 5650.096191
	Iteration 25Q: 3 clusters Score -1.564768e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -15647093.000000 Penalty: 5650.096191
	Iteration 26Q: 3 clusters Score -1.564709e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -15646868.000000 Penalty: 5650.096191
	Iteration 27Q: 3 clusters Score -1.564687e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -15646483.000000 Penalty: 5650.096191
	Iteration 28Q: 3 clusters Score -1.564648e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -15646262.000000 Penalty: 5650.096191
	Iteration 29Q: 3 clusters Score -1.564626e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -15645990.000000 Penalty: 5650.096191
	Iteration 30Q: 3 clusters Score -1.564599e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -15645777.000000 Penalty: 5650.096191
	Iteration 31Q: 3 clusters Score -1.564578e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -15645654.000000 Penalty: 5650.096191
	Iteration 32Q: 3 clusters Score -1.564565e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -15645521.000000 Penalty: 5650.096191
	Iteration 33Q: 3 clusters Score -1.564552e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -15645467.000000 Penalty: 5650.096191
	Iteration 34Q: 3 clusters Score -1.564547e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -15645357.000000 Penalty: 5650.096191
	Iteration 35Q: 3 clusters Score -1.564536e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -15645284.000000 Penalty: 5650.096191
	Iteration 36Q: 3 clusters Score -1.564528e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -15645192.000000 Penalty: 5650.096191
	Iteration 37Q: 3 clusters Score -1.564519e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -15645184.000000 Penalty: 5650.096191
	Iteration 38Q: 3 clusters Score -1.564518e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -15645134.000000 Penalty: 5650.096191
	Iteration 39Q: 3 clusters Score -1.564513e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -15645099.000000 Penalty: 5650.096191
	Iteration 40F: 3 clusters Score -1.56451e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -15645074.000000 Penalty: 5650.096191
	Iteration 41Q: 3 clusters Score -1.564507e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -15645024.000000 Penalty: 5650.096191
	Iteration 42Q: 3 clusters Score -1.564502e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -15644999.000000 Penalty: 5650.096191
	Iteration 43Q: 3 clusters Score -1.5645e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -15644995.000000 Penalty: 5650.096191
	Iteration 44Q: 3 clusters Score -1.5645e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -15645029.000000 Penalty: 5650.096191
	Iteration 45Q: 3 clusters Score -1.564503e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -15644993.000000 Penalty: 5650.096191
	Iteration 46Q: 3 clusters Score -1.564499e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -15645029.000000 Penalty: 5650.096191
	Iteration 47Q: 3 clusters Score -1.564503e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -15645012.000000 Penalty: 5650.096191
	Iteration 48Q: 3 clusters Score -1.564501e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -15644998.000000 Penalty: 5650.096191
	Iteration 49Q: 3 clusters Score -1.5645e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -15644980.000000 Penalty: 5650.096191
	Iteration 50Q: 3 clusters Score -1.564498e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -15644991.000000 Penalty: 5650.096191
	Iteration 51Q: 3 clusters Score -1.564499e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -15645029.000000 Penalty: 5650.096191
	Iteration 52Q: 3 clusters Score -1.564503e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -15645108.000000 Penalty: 5650.096191
	Iteration 53Q: 3 clusters Score -1.564511e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -15645156.000000 Penalty: 5650.096191
	Iteration 54Q: 3 clusters Score -1.564516e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -15645188.000000 Penalty: 5650.096191
	Iteration 55Q: 3 clusters Score -1.564519e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -15645213.000000 Penalty: 5650.096191
	Iteration 56Q: 3 clusters Score -1.564521e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -15645213.000000 Penalty: 5650.096191
	Iteration 57Q: 3 clusters Score -1.564521e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -15645258.000000 Penalty: 5650.096191
	Iteration 58Q: 3 clusters Score -1.564526e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -15645260.000000 Penalty: 5650.096191
	Iteration 59Q: 3 clusters Score -1.564526e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -15645360.000000 Penalty: 5650.096191
	Iteration 60F: 3 clusters Score -1.564536e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -15645484.000000 Penalty: 5650.096191
	Iteration 61Q: 3 clusters Score -1.564548e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -15645569.000000 Penalty: 5650.096191
	Iteration 62Q: 3 clusters Score -1.564557e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -15645736.000000 Penalty: 5650.096191
	Iteration 63Q: 3 clusters Score -1.564574e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -15645879.000000 Penalty: 5650.096191
	Iteration 64Q: 3 clusters Score -1.564588e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -15646054.000000 Penalty: 5650.096191
	Iteration 65Q: 3 clusters Score -1.564605e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -15646175.000000 Penalty: 5650.096191
	Iteration 66Q: 3 clusters Score -1.564618e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -15646271.000000 Penalty: 5650.096191
	Iteration 67Q: 3 clusters Score -1.564627e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -15646421.000000 Penalty: 5650.096191
	Iteration 68Q: 3 clusters Score -1.564642e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -15646599.000000 Penalty: 5650.096191
	Iteration 69Q: 3 clusters Score -1.56466e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -15646730.000000 Penalty: 5650.096191
	Iteration 70Q: 3 clusters Score -1.564673e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -15646970.000000 Penalty: 5650.096191
	Iteration 71Q: 3 clusters Score -1.564697e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -15647239.000000 Penalty: 5650.096191
	Iteration 72Q: 3 clusters Score -1.564724e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -15647475.000000 Penalty: 5650.096191
	Iteration 73Q: 3 clusters Score -1.564748e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -15647693.000000 Penalty: 5650.096191
	Iteration 74Q: 3 clusters Score -1.564769e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -15647952.000000 Penalty: 5650.096191
	Iteration 75Q: 3 clusters Score -1.564795e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -15648273.000000 Penalty: 5650.096191
	Iteration 76Q: 3 clusters Score -1.564827e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -15648536.000000 Penalty: 5650.096191
	Iteration 77Q: 3 clusters Score -1.564854e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -15648784.000000 Penalty: 5650.096191
	Iteration 78Q: 3 clusters Score -1.564878e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -15648933.000000 Penalty: 5650.096191
	Iteration 79Q: 3 clusters Score -1.564893e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -15649139.000000 Penalty: 5650.096191
	Iteration 80F: 3 clusters Score -1.564914e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -15649268.000000 Penalty: 5650.096191
	Iteration 81Q: 3 clusters Score -1.564927e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -15649470.000000 Penalty: 5650.096191
	Iteration 82Q: 3 clusters Score -1.564947e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -15649572.000000 Penalty: 5650.096191
	Iteration 83Q: 3 clusters Score -1.564957e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -15649695.000000 Penalty: 5650.096191
	Iteration 84Q: 3 clusters Score -1.56497e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -15649807.000000 Penalty: 5650.096191
	Iteration 85Q: 3 clusters Score -1.564981e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -15649920.000000 Penalty: 5650.096191
	Iteration 86Q: 3 clusters Score -1.564992e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -15650077.000000 Penalty: 5650.096191
	Iteration 87Q: 3 clusters Score -1.565008e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -15650154.000000 Penalty: 5650.096191
	Iteration 88Q: 3 clusters Score -1.565015e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -15650325.000000 Penalty: 5650.096191
	Iteration 89Q: 3 clusters Score -1.565032e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -15650520.000000 Penalty: 5650.096191
	Iteration 90Q: 3 clusters Score -1.565052e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -15650707.000000 Penalty: 5650.096191
	Iteration 91Q: 3 clusters Score -1.565071e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -15650925.000000 Penalty: 5650.096191
	Iteration 92Q: 3 clusters Score -1.565092e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -15651010.000000 Penalty: 5650.096191
	Iteration 93Q: 3 clusters Score -1.565101e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -15651080.000000 Penalty: 5650.096191
	Iteration 94Q: 3 clusters Score -1.565108e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -15651205.000000 Penalty: 5650.096191
	Iteration 95Q: 3 clusters Score -1.56512e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -15651268.000000 Penalty: 5650.096191
	Iteration 96Q: 3 clusters Score -1.565127e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -15651377.000000 Penalty: 5650.096191
	Iteration 97Q: 3 clusters Score -1.565138e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -15651456.000000 Penalty: 5650.096191
	Iteration 98Q: 3 clusters Score -1.565146e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -15651540.000000 Penalty: 5650.096191
	Iteration 99Q: 3 clusters Score -1.565154e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -15651663.000000 Penalty: 5650.096191
	Iteration 100F: 3 clusters Score -1.565166e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -15651733.000000 Penalty: 5650.096191
	Iteration 101Q: 3 clusters Score -1.565173e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -15651848.000000 Penalty: 5650.096191
	Iteration 102Q: 3 clusters Score -1.565185e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -15651881.000000 Penalty: 5650.096191
	Iteration 103Q: 3 clusters Score -1.565188e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -15651955.000000 Penalty: 5650.096191
	Iteration 104Q: 3 clusters Score -1.565196e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -15651993.000000 Penalty: 5650.096191
	Iteration 105Q: 3 clusters Score -1.565199e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -15652049.000000 Penalty: 5650.096191
	Iteration 106Q: 3 clusters Score -1.565205e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -15652076.000000 Penalty: 5650.096191
	Iteration 107Q: 3 clusters Score -1.565208e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -15652103.000000 Penalty: 5650.096191
	Iteration 108Q: 3 clusters Score -1.56521e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -15652134.000000 Penalty: 5650.096191
	Iteration 109Q: 3 clusters Score -1.565213e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -15652182.000000 Penalty: 5650.096191
	Iteration 110Q: 3 clusters Score -1.565218e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -15652265.000000 Penalty: 5650.096191
	Iteration 111Q: 3 clusters Score -1.565226e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -15652285.000000 Penalty: 5650.096191
	Iteration 112Q: 3 clusters Score -1.565228e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -15652322.000000 Penalty: 5650.096191
	Iteration 113Q: 3 clusters Score -1.565232e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -15652369.000000 Penalty: 5650.096191
	Iteration 114Q: 3 clusters Score -1.565237e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -15652489.000000 Penalty: 5650.096191
	Iteration 115Q: 3 clusters Score -1.565249e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -15652539.000000 Penalty: 5650.096191
	Iteration 116Q: 3 clusters Score -1.565254e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -15652594.000000 Penalty: 5650.096191
	Iteration 117Q: 3 clusters Score -1.565259e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -15652588.000000 Penalty: 5650.096191
	Iteration 118Q: 3 clusters Score -1.565259e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -15652658.000000 Penalty: 5650.096191
	Iteration 119Q: 3 clusters Score -1.565266e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -15652650.000000 Penalty: 5650.096191
	Iteration 120F: 3 clusters Score -1.565265e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -15652686.000000 Penalty: 5650.096191
	Iteration 121Q: 3 clusters Score -1.565269e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -15652719.000000 Penalty: 5650.096191
	Iteration 122Q: 3 clusters Score -1.565272e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -15652755.000000 Penalty: 5650.096191
	Iteration 123Q: 3 clusters Score -1.565276e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -15652816.000000 Penalty: 5650.096191
	Iteration 124Q: 3 clusters Score -1.565282e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -15652805.000000 Penalty: 5650.096191
	Iteration 125Q: 3 clusters Score -1.56528e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -15652803.000000 Penalty: 5650.096191
	Iteration 126Q: 3 clusters Score -1.56528e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -15652783.000000 Penalty: 5650.096191
	Iteration 127Q: 3 clusters Score -1.565278e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -15652759.000000 Penalty: 5650.096191
	Iteration 128Q: 3 clusters Score -1.565276e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -15652772.000000 Penalty: 5650.096191
	Iteration 129Q: 3 clusters Score -1.565277e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -15652798.000000 Penalty: 5650.096191
	Iteration 130Q: 3 clusters Score -1.56528e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -15652694.000000 Penalty: 5650.096191
	Iteration 131Q: 3 clusters Score -1.565269e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -15652583.000000 Penalty: 5650.096191
	Iteration 132Q: 3 clusters Score -1.565258e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -15652556.000000 Penalty: 5650.096191
	Iteration 133Q: 3 clusters Score -1.565256e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -15652486.000000 Penalty: 5650.096191
	Iteration 134Q: 3 clusters Score -1.565249e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -15652404.000000 Penalty: 5650.096191
	Iteration 135Q: 3 clusters Score -1.56524e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -15652350.000000 Penalty: 5650.096191
	Iteration 136Q: 3 clusters Score -1.565235e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -15652280.000000 Penalty: 5650.096191
	Iteration 137Q: 3 clusters Score -1.565228e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -15652193.000000 Penalty: 5650.096191
	Iteration 138Q: 3 clusters Score -1.565219e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -15652152.000000 Penalty: 5650.096191
	Iteration 139Q: 3 clusters Score -1.565215e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -15652112.000000 Penalty: 5650.096191
	Iteration 140F: 3 clusters Score -1.565211e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.565208e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -15652126.000000 Penalty: 5650.096191
	Iteration 142Q: 3 clusters Score -1.565213e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -15652061.000000 Penalty: 5650.096191
	Iteration 143Q: 3 clusters Score -1.565206e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.565209e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -15652070.000000 Penalty: 5650.096191
	Iteration 145Q: 3 clusters Score -1.565207e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -15652104.000000 Penalty: 5650.096191
	Iteration 146Q: 3 clusters Score -1.56521e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -15652142.000000 Penalty: 5650.096191
	Iteration 147Q: 3 clusters Score -1.565214e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -15652167.000000 Penalty: 5650.096191
	Iteration 148Q: 3 clusters Score -1.565217e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -15652195.000000 Penalty: 5650.096191
	Iteration 149Q: 3 clusters Score -1.56522e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -15652296.000000 Penalty: 5650.096191
	Iteration 150Q: 3 clusters Score -1.56523e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -15652322.000000 Penalty: 5650.096191
	Iteration 151Q: 3 clusters Score -1.565232e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -15652379.000000 Penalty: 5650.096191
	Iteration 152Q: 3 clusters Score -1.565238e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -15652463.000000 Penalty: 5650.096191
	Iteration 153Q: 3 clusters Score -1.565246e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -15652548.000000 Penalty: 5650.096191
	Iteration 154Q: 3 clusters Score -1.565255e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -15652574.000000 Penalty: 5650.096191
	Iteration 155Q: 3 clusters Score -1.565257e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -15652626.000000 Penalty: 5650.096191
	Iteration 156Q: 3 clusters Score -1.565263e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -15652654.000000 Penalty: 5650.096191
	Iteration 157Q: 3 clusters Score -1.565265e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -15652752.000000 Penalty: 5650.096191
	Iteration 158Q: 3 clusters Score -1.565275e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -15652726.000000 Penalty: 5650.096191
	Iteration 159Q: 3 clusters Score -1.565273e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -15652775.000000 Penalty: 5650.096191
	Iteration 160F: 3 clusters Score -1.565278e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -15652831.000000 Penalty: 5650.096191
	Iteration 161Q: 3 clusters Score -1.565283e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -15652872.000000 Penalty: 5650.096191
	Iteration 162Q: 3 clusters Score -1.565287e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -15652900.000000 Penalty: 5650.096191
	Iteration 163Q: 3 clusters Score -1.56529e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -15652987.000000 Penalty: 5650.096191
	Iteration 164Q: 3 clusters Score -1.565299e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -15652988.000000 Penalty: 5650.096191
	Iteration 165Q: 3 clusters Score -1.565299e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -15652995.000000 Penalty: 5650.096191
	Iteration 166Q: 3 clusters Score -1.5653e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -15652997.000000 Penalty: 5650.096191
	Iteration 167Q: 3 clusters Score -1.5653e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -15653004.000000 Penalty: 5650.096191
	Iteration 168Q: 3 clusters Score -1.5653e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -15653028.000000 Penalty: 5650.096191
	Iteration 169Q: 3 clusters Score -1.565303e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -15653025.000000 Penalty: 5650.096191
	Iteration 170Q: 3 clusters Score -1.565302e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -15653002.000000 Penalty: 5650.096191
	Iteration 171Q: 3 clusters Score -1.5653e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -15653011.000000 Penalty: 5650.096191
	Iteration 172Q: 3 clusters Score -1.565301e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -15653024.000000 Penalty: 5650.096191
	Iteration 173Q: 3 clusters Score -1.565302e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -15653024.000000 Penalty: 5650.096191
	Iteration 174Q: 3 clusters Score -1.565302e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -15653007.000000 Penalty: 5650.096191
	Iteration 175Q: 3 clusters Score -1.565301e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -15653033.000000 Penalty: 5650.096191
	Iteration 176Q: 3 clusters Score -1.565303e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -15652974.000000 Penalty: 5650.096191
	Iteration 177Q: 3 clusters Score -1.565297e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -15653001.000000 Penalty: 5650.096191
	Iteration 178Q: 3 clusters Score -1.5653e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -15652957.000000 Penalty: 5650.096191
	Iteration 179Q: 3 clusters Score -1.565296e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -15652913.000000 Penalty: 5650.096191
	Iteration 180F: 3 clusters Score -1.565291e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -15652875.000000 Penalty: 5650.096191
	Iteration 181Q: 3 clusters Score -1.565288e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -15652811.000000 Penalty: 5650.096191
	Iteration 182Q: 3 clusters Score -1.565281e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -15652799.000000 Penalty: 5650.096191
	Iteration 183Q: 3 clusters Score -1.56528e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -15652804.000000 Penalty: 5650.096191
	Iteration 184Q: 3 clusters Score -1.56528e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -15652749.000000 Penalty: 5650.096191
	Iteration 185Q: 3 clusters Score -1.565275e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -15652741.000000 Penalty: 5650.096191
	Iteration 186Q: 3 clusters Score -1.565274e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -15652738.000000 Penalty: 5650.096191
	Iteration 187Q: 3 clusters Score -1.565274e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -15652767.000000 Penalty: 5650.096191
	Iteration 188Q: 3 clusters Score -1.565277e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -15652750.000000 Penalty: 5650.096191
	Iteration 189Q: 3 clusters Score -1.565275e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -15652727.000000 Penalty: 5650.096191
	Iteration 190Q: 3 clusters Score -1.565273e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -15652726.000000 Penalty: 5650.096191
	Iteration 191Q: 3 clusters Score -1.565273e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -15652705.000000 Penalty: 5650.096191
	Iteration 192Q: 3 clusters Score -1.56527e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -15652686.000000 Penalty: 5650.096191
	Iteration 193Q: 3 clusters Score -1.565269e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -15652680.000000 Penalty: 5650.096191
	Iteration 194Q: 3 clusters Score -1.565268e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -15652711.000000 Penalty: 5650.096191
	Iteration 195Q: 3 clusters Score -1.565271e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -15652723.000000 Penalty: 5650.096191
	Iteration 196Q: 3 clusters Score -1.565272e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -15652700.000000 Penalty: 5650.096191
	Iteration 197Q: 3 clusters Score -1.56527e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -15652717.000000 Penalty: 5650.096191
	Iteration 198Q: 3 clusters Score -1.565272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -15652694.000000 Penalty: 5650.096191
	Iteration 199Q: 3 clusters Score -1.565269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -15652705.000000 Penalty: 5650.096191
	Iteration 200F: 3 clusters Score -1.56527e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -15652696.000000 Penalty: 5650.096191
	Iteration 201Q: 3 clusters Score -1.56527e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -15652714.000000 Penalty: 5650.096191
	Iteration 202Q: 3 clusters Score -1.565271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -15652740.000000 Penalty: 5650.096191
	Iteration 203Q: 3 clusters Score -1.565274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -15652729.000000 Penalty: 5650.096191
	Iteration 204Q: 3 clusters Score -1.565273e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -15652748.000000 Penalty: 5650.096191
	Iteration 205Q: 3 clusters Score -1.565275e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -15652744.000000 Penalty: 5650.096191
	Iteration 206Q: 3 clusters Score -1.565274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -15652738.000000 Penalty: 5650.096191
	Iteration 207Q: 3 clusters Score -1.565274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -15652733.000000 Penalty: 5650.096191
	Iteration 208Q: 3 clusters Score -1.565273e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -15652742.000000 Penalty: 5650.096191
	Iteration 209Q: 3 clusters Score -1.565274e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -15652747.000000 Penalty: 5650.096191
	Iteration 210Q: 3 clusters Score -1.565275e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -15652743.000000 Penalty: 5650.096191
	Iteration 211Q: 3 clusters Score -1.565274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -15652734.000000 Penalty: 5650.096191
	Iteration 212Q: 3 clusters Score -1.565273e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -15652726.000000 Penalty: 5650.096191
	Iteration 213Q: 3 clusters Score -1.565273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -15652717.000000 Penalty: 5650.096191
	Iteration 214Q: 3 clusters Score -1.565272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -15652714.000000 Penalty: 5650.096191
	Iteration 215Q: 3 clusters Score -1.565271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -15652718.000000 Penalty: 5650.096191
	Iteration 216Q: 3 clusters Score -1.565272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -15652704.000000 Penalty: 5650.096191
	Iteration 217Q: 3 clusters Score -1.56527e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -15652689.000000 Penalty: 5650.096191
	Iteration 218Q: 3 clusters Score -1.565269e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -15652681.000000 Penalty: 5650.096191
	Iteration 219Q: 3 clusters Score -1.565268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -15652698.000000 Penalty: 5650.096191
	Iteration 220F: 3 clusters Score -1.56527e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -15652717.000000 Penalty: 5650.096191
	Iteration 221Q: 3 clusters Score -1.565272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -15652728.000000 Penalty: 5650.096191
	Iteration 222Q: 3 clusters Score -1.565273e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -15652733.000000 Penalty: 5650.096191
	Iteration 223Q: 3 clusters Score -1.565273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -15652748.000000 Penalty: 5650.096191
	Iteration 224Q: 3 clusters Score -1.565275e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -15652746.000000 Penalty: 5650.096191
	Iteration 225Q: 3 clusters Score -1.565275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -15652745.000000 Penalty: 5650.096191
	Iteration 226Q: 3 clusters Score -1.565274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -15652731.000000 Penalty: 5650.096191
	Iteration 227Q: 3 clusters Score -1.565273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -15652741.000000 Penalty: 5650.096191
	Iteration 228Q: 3 clusters Score -1.565274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -15652750.000000 Penalty: 5650.096191
	Iteration 229Q: 3 clusters Score -1.565275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -15652757.000000 Penalty: 5650.096191
	Iteration 230Q: 3 clusters Score -1.565276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -15652758.000000 Penalty: 5650.096191
	Iteration 231Q: 3 clusters Score -1.565276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -15652759.000000 Penalty: 5650.096191
	Iteration 232Q: 3 clusters Score -1.565276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -15652759.000000 Penalty: 5650.096191
	Iteration 233Q: 3 clusters Score -1.565276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -15652744.000000 Penalty: 5650.096191
	Iteration 234Q: 3 clusters Score -1.565274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -15652757.000000 Penalty: 5650.096191
	Iteration 235Q: 3 clusters Score -1.565276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -15652743.000000 Penalty: 5650.096191
	Iteration 236Q: 3 clusters Score -1.565274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -15652737.000000 Penalty: 5650.096191
	Iteration 237Q: 3 clusters Score -1.565274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -15652743.000000 Penalty: 5650.096191
	Iteration 238Q: 3 clusters Score -1.565274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -15652745.000000 Penalty: 5650.096191
	Iteration 239Q: 3 clusters Score -1.565274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -15652738.000000 Penalty: 5650.096191
	Iteration 240F: 3 clusters Score -1.565274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -15652740.000000 Penalty: 5650.096191
	Iteration 241Q: 3 clusters Score -1.565274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -15652757.000000 Penalty: 5650.096191
	Iteration 242Q: 3 clusters Score -1.565276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -15652774.000000 Penalty: 5650.096191
	Iteration 243Q: 3 clusters Score -1.565277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -15652782.000000 Penalty: 5650.096191
	Iteration 244Q: 3 clusters Score -1.565278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -15652775.000000 Penalty: 5650.096191
	Iteration 245Q: 3 clusters Score -1.565278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -15652795.000000 Penalty: 5650.096191
	Iteration 246Q: 3 clusters Score -1.56528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -15652804.000000 Penalty: 5650.096191
	Iteration 247Q: 3 clusters Score -1.56528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -15652792.000000 Penalty: 5650.096191
	Iteration 248Q: 3 clusters Score -1.565279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -15652775.000000 Penalty: 5650.096191
	Iteration 249Q: 3 clusters Score -1.565278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -15652790.000000 Penalty: 5650.096191
	Iteration 250Q: 3 clusters Score -1.565279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -15652782.000000 Penalty: 5650.096191
	Iteration 251Q: 3 clusters Score -1.565278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -15652806.000000 Penalty: 5650.096191
	Iteration 252Q: 3 clusters Score -1.565281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -15652805.000000 Penalty: 5650.096191
	Iteration 253Q: 3 clusters Score -1.56528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -15652796.000000 Penalty: 5650.096191
	Iteration 254Q: 3 clusters Score -1.56528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -15652801.000000 Penalty: 5650.096191
	Iteration 255Q: 3 clusters Score -1.56528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -15652789.000000 Penalty: 5650.096191
	Iteration 256Q: 3 clusters Score -1.565279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -15652799.000000 Penalty: 5650.096191
	Iteration 257Q: 3 clusters Score -1.56528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -15652784.000000 Penalty: 5650.096191
	Iteration 258Q: 3 clusters Score -1.565278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -15652776.000000 Penalty: 5650.096191
	Iteration 259Q: 3 clusters Score -1.565278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -15652780.000000 Penalty: 5650.096191
	Iteration 260F: 3 clusters Score -1.565278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -15652774.000000 Penalty: 5650.096191
	Iteration 261Q: 3 clusters Score -1.565277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -15652777.000000 Penalty: 5650.096191
	Iteration 262Q: 3 clusters Score -1.565278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -15652782.000000 Penalty: 5650.096191
	Iteration 263Q: 3 clusters Score -1.565278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -15652791.000000 Penalty: 5650.096191
	Iteration 264Q: 3 clusters Score -1.565279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -15652798.000000 Penalty: 5650.096191
	Iteration 265Q: 3 clusters Score -1.56528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -15652789.000000 Penalty: 5650.096191
	Iteration 266Q: 3 clusters Score -1.565279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -15652800.000000 Penalty: 5650.096191
	Iteration 267Q: 3 clusters Score -1.56528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -15652794.000000 Penalty: 5650.096191
	Iteration 268Q: 3 clusters Score -1.565279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -15652795.000000 Penalty: 5650.096191
	Iteration 269Q: 3 clusters Score -1.56528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -15652799.000000 Penalty: 5650.096191
	Iteration 270Q: 3 clusters Score -1.56528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -15652807.000000 Penalty: 5650.096191
	Iteration 271Q: 3 clusters Score -1.565281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -15652811.000000 Penalty: 5650.096191
	Iteration 272Q: 3 clusters Score -1.565281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -15652819.000000 Penalty: 5650.096191
	Iteration 273Q: 3 clusters Score -1.565282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -15652830.000000 Penalty: 5650.096191
	Iteration 274Q: 3 clusters Score -1.565283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -15652821.000000 Penalty: 5650.096191
	Iteration 275Q: 3 clusters Score -1.565282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -15652829.000000 Penalty: 5650.096191
	Iteration 276Q: 3 clusters Score -1.565283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -15652818.000000 Penalty: 5650.096191
	Iteration 277Q: 3 clusters Score -1.565282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -15652805.000000 Penalty: 5650.096191
	Iteration 278Q: 3 clusters Score -1.56528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -15652818.000000 Penalty: 5650.096191
	Iteration 279Q: 3 clusters Score -1.565282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -15652818.000000 Penalty: 5650.096191
	Iteration 280F: 3 clusters Score -1.565282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -15652819.000000 Penalty: 5650.096191
	Iteration 281Q: 3 clusters Score -1.565282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -15652822.000000 Penalty: 5650.096191
	Iteration 282Q: 3 clusters Score -1.565282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -15652827.000000 Penalty: 5650.096191
	Iteration 283Q: 3 clusters Score -1.565283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -15652820.000000 Penalty: 5650.096191
	Iteration 284Q: 3 clusters Score -1.565282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -15652816.000000 Penalty: 5650.096191
	Iteration 285Q: 3 clusters Score -1.565282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -15652809.000000 Penalty: 5650.096191
	Iteration 286Q: 3 clusters Score -1.565281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -15652832.000000 Penalty: 5650.096191
	Iteration 287Q: 3 clusters Score -1.565283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -15652829.000000 Penalty: 5650.096191
	Iteration 288Q: 3 clusters Score -1.565283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -15652830.000000 Penalty: 5650.096191
	Iteration 289Q: 3 clusters Score -1.565283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -15652833.000000 Penalty: 5650.096191
	Iteration 290Q: 3 clusters Score -1.565283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -15652829.000000 Penalty: 5650.096191
	Iteration 291Q: 3 clusters Score -1.565283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -15652829.000000 Penalty: 5650.096191
	Iteration 292Q: 3 clusters Score -1.565283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -15652813.000000 Penalty: 5650.096191
	Iteration 293Q: 3 clusters Score -1.565281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -15652812.000000 Penalty: 5650.096191
	Iteration 294Q: 3 clusters Score -1.565281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -15652817.000000 Penalty: 5650.096191
	Iteration 295Q: 3 clusters Score -1.565282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -15652825.000000 Penalty: 5650.096191
	Iteration 296Q: 3 clusters Score -1.565282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -15652827.000000 Penalty: 5650.096191
	Iteration 297Q: 3 clusters Score -1.565283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -15652825.000000 Penalty: 5650.096191
	Iteration 298Q: 3 clusters Score -1.565282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -15652831.000000 Penalty: 5650.096191
	Iteration 299Q: 3 clusters Score -1.565283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -15652830.000000 Penalty: 5650.096191
	Iteration 300F: 3 clusters Score -1.565283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -15652819.000000 Penalty: 5650.096191
	Iteration 301Q: 3 clusters Score -1.565282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -15652841.000000 Penalty: 5650.096191
	Iteration 302Q: 3 clusters Score -1.565284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -15652842.000000 Penalty: 5650.096191
	Iteration 303Q: 3 clusters Score -1.565284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -15652829.000000 Penalty: 5650.096191
	Iteration 304Q: 3 clusters Score -1.565283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -15652832.000000 Penalty: 5650.096191
	Iteration 305Q: 3 clusters Score -1.565283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -15652824.000000 Penalty: 5650.096191
	Iteration 306Q: 3 clusters Score -1.565282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -15652821.000000 Penalty: 5650.096191
	Iteration 307Q: 3 clusters Score -1.565282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -15652823.000000 Penalty: 5650.096191
	Iteration 308Q: 3 clusters Score -1.565282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -15652819.000000 Penalty: 5650.096191
	Iteration 309Q: 3 clusters Score -1.565282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -15652808.000000 Penalty: 5650.096191
	Iteration 310Q: 3 clusters Score -1.565281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -15652799.000000 Penalty: 5650.096191
	Iteration 311Q: 3 clusters Score -1.56528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -15652795.000000 Penalty: 5650.096191
	Iteration 312Q: 3 clusters Score -1.56528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -15652791.000000 Penalty: 5650.096191
	Iteration 313Q: 3 clusters Score -1.565279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -15652774.000000 Penalty: 5650.096191
	Iteration 314Q: 3 clusters Score -1.565277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -15652765.000000 Penalty: 5650.096191
	Iteration 315Q: 3 clusters Score -1.565276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -15652768.000000 Penalty: 5650.096191
	Iteration 316Q: 3 clusters Score -1.565277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -15652777.000000 Penalty: 5650.096191
	Iteration 317Q: 3 clusters Score -1.565278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -15652762.000000 Penalty: 5650.096191
	Iteration 318Q: 3 clusters Score -1.565276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -15652772.000000 Penalty: 5650.096191
	Iteration 319Q: 3 clusters Score -1.565277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -15652784.000000 Penalty: 5650.096191
	Iteration 320F: 3 clusters Score -1.565278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -15652793.000000 Penalty: 5650.096191
	Iteration 321Q: 3 clusters Score -1.565279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -15652788.000000 Penalty: 5650.096191
	Iteration 322Q: 3 clusters Score -1.565279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -15652787.000000 Penalty: 5650.096191
	Iteration 323Q: 3 clusters Score -1.565279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -15652787.000000 Penalty: 5650.096191
	Iteration 324Q: 3 clusters Score -1.565279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -15652776.000000 Penalty: 5650.096191
	Iteration 325Q: 3 clusters Score -1.565278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -15652775.000000 Penalty: 5650.096191
	Iteration 326Q: 3 clusters Score -1.565278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -15652775.000000 Penalty: 5650.096191
	Iteration 327F: 3 clusters Score -1.565278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 78301 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Entering Unmasked Estep 
Score: -196131472.000000 Penalty: 96734.070312
Splitting cluster 9 changes total score from -196027312.000000 to -196131472.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (78301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Entering Unmasked Estep 
Score: -14009442.000000 Penalty: 2794.542236
	Iteration 0F: 2 clusters Score -1.400944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -13992887.000000 Penalty: 5589.084473
	Iteration 0F: 3 clusters Score -1.399289e+07 nChanged 36733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -14013956.000000 Penalty: 5589.084473
	Iteration 1F: 3 clusters Score -1.401396e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -14014621.000000 Penalty: 5589.084473
	Iteration 2Q: 3 clusters Score -1.401462e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -14015524.000000 Penalty: 5589.084473
	Iteration 3Q: 3 clusters Score -1.401552e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -14016503.000000 Penalty: 5589.084473
	Iteration 4Q: 3 clusters Score -1.40165e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -14017641.000000 Penalty: 5589.084473
	Iteration 5Q: 3 clusters Score -1.401764e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -14018709.000000 Penalty: 5589.084473
	Iteration 6F: 3 clusters Score -1.401871e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -14020141.000000 Penalty: 5589.084473
	Iteration 7F: 3 clusters Score -1.402014e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -14021827.000000 Penalty: 5589.084473
	Iteration 8F: 3 clusters Score -1.402183e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -14024501.000000 Penalty: 5589.084473
	Iteration 9F: 3 clusters Score -1.40245e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -14026982.000000 Penalty: 5589.084473
	Iteration 10F: 3 clusters Score -1.402698e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -14028391.000000 Penalty: 5589.084473
	Iteration 11Q: 3 clusters Score -1.402839e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -14029176.000000 Penalty: 5589.084473
	Iteration 12Q: 3 clusters Score -1.402918e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -14029772.000000 Penalty: 5589.084473
	Iteration 13Q: 3 clusters Score -1.402977e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -14030313.000000 Penalty: 5589.084473
	Iteration 14Q: 3 clusters Score -1.403031e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -14030589.000000 Penalty: 5589.084473
	Iteration 15Q: 3 clusters Score -1.403059e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -14030912.000000 Penalty: 5589.084473
	Iteration 16Q: 3 clusters Score -1.403091e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -14031134.000000 Penalty: 5589.084473
	Iteration 17Q: 3 clusters Score -1.403113e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -14031418.000000 Penalty: 5589.084473
	Iteration 18Q: 3 clusters Score -1.403142e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -14031685.000000 Penalty: 5589.084473
	Iteration 19Q: 3 clusters Score -1.403168e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -14031883.000000 Penalty: 5589.084473
	Iteration 20F: 3 clusters Score -1.403188e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -14032012.000000 Penalty: 5589.084473
	Iteration 21Q: 3 clusters Score -1.403201e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -14032024.000000 Penalty: 5589.084473
	Iteration 22Q: 3 clusters Score -1.403202e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -14032053.000000 Penalty: 5589.084473
	Iteration 23Q: 3 clusters Score -1.403205e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -14032034.000000 Penalty: 5589.084473
	Iteration 24Q: 3 clusters Score -1.403203e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -14031835.000000 Penalty: 5589.084473
	Iteration 25Q: 3 clusters Score -1.403184e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -14031735.000000 Penalty: 5589.084473
	Iteration 26Q: 3 clusters Score -1.403174e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -14031680.000000 Penalty: 5589.084473
	Iteration 27Q: 3 clusters Score -1.403168e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -14031555.000000 Penalty: 5589.084473
	Iteration 28Q: 3 clusters Score -1.403156e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -14031520.000000 Penalty: 5589.084473
	Iteration 29Q: 3 clusters Score -1.403152e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -14031484.000000 Penalty: 5589.084473
	Iteration 30Q: 3 clusters Score -1.403148e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -14031512.000000 Penalty: 5589.084473
	Iteration 31Q: 3 clusters Score -1.403151e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -14031644.000000 Penalty: 5589.084473
	Iteration 32Q: 3 clusters Score -1.403164e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -14031764.000000 Penalty: 5589.084473
	Iteration 33Q: 3 clusters Score -1.403176e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -14031857.000000 Penalty: 5589.084473
	Iteration 34Q: 3 clusters Score -1.403186e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -14032009.000000 Penalty: 5589.084473
	Iteration 35Q: 3 clusters Score -1.403201e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -14032151.000000 Penalty: 5589.084473
	Iteration 36Q: 3 clusters Score -1.403215e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -14032341.000000 Penalty: 5589.084473
	Iteration 37Q: 3 clusters Score -1.403234e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -14032486.000000 Penalty: 5589.084473
	Iteration 38Q: 3 clusters Score -1.403249e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -14032668.000000 Penalty: 5589.084473
	Iteration 39Q: 3 clusters Score -1.403267e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -14032857.000000 Penalty: 5589.084473
	Iteration 40F: 3 clusters Score -1.403286e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -14032922.000000 Penalty: 5589.084473
	Iteration 41Q: 3 clusters Score -1.403292e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -14033005.000000 Penalty: 5589.084473
	Iteration 42Q: 3 clusters Score -1.4033e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -14033108.000000 Penalty: 5589.084473
	Iteration 43Q: 3 clusters Score -1.403311e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -14033256.000000 Penalty: 5589.084473
	Iteration 44Q: 3 clusters Score -1.403326e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -14033372.000000 Penalty: 5589.084473
	Iteration 45Q: 3 clusters Score -1.403337e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -14033463.000000 Penalty: 5589.084473
	Iteration 46Q: 3 clusters Score -1.403346e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -14033509.000000 Penalty: 5589.084473
	Iteration 47Q: 3 clusters Score -1.403351e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -14033593.000000 Penalty: 5589.084473
	Iteration 48Q: 3 clusters Score -1.403359e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -14033682.000000 Penalty: 5589.084473
	Iteration 49Q: 3 clusters Score -1.403368e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -14033896.000000 Penalty: 5589.084473
	Iteration 50Q: 3 clusters Score -1.40339e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -14033995.000000 Penalty: 5589.084473
	Iteration 51Q: 3 clusters Score -1.4034e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -14034103.000000 Penalty: 5589.084473
	Iteration 52Q: 3 clusters Score -1.40341e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -14034255.000000 Penalty: 5589.084473
	Iteration 53Q: 3 clusters Score -1.403426e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -14034349.000000 Penalty: 5589.084473
	Iteration 54Q: 3 clusters Score -1.403435e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -14034479.000000 Penalty: 5589.084473
	Iteration 55Q: 3 clusters Score -1.403448e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -14034600.000000 Penalty: 5589.084473
	Iteration 56Q: 3 clusters Score -1.40346e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -14034749.000000 Penalty: 5589.084473
	Iteration 57Q: 3 clusters Score -1.403475e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -14034900.000000 Penalty: 5589.084473
	Iteration 58Q: 3 clusters Score -1.40349e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -14035018.000000 Penalty: 5589.084473
	Iteration 59Q: 3 clusters Score -1.403502e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -14035021.000000 Penalty: 5589.084473
	Iteration 60F: 3 clusters Score -1.403502e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -14035111.000000 Penalty: 5589.084473
	Iteration 61Q: 3 clusters Score -1.403511e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -14035176.000000 Penalty: 5589.084473
	Iteration 62Q: 3 clusters Score -1.403518e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -14035253.000000 Penalty: 5589.084473
	Iteration 63Q: 3 clusters Score -1.403525e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -14035346.000000 Penalty: 5589.084473
	Iteration 64Q: 3 clusters Score -1.403535e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -14035384.000000 Penalty: 5589.084473
	Iteration 65Q: 3 clusters Score -1.403538e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -14035462.000000 Penalty: 5589.084473
	Iteration 66Q: 3 clusters Score -1.403546e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -14035500.000000 Penalty: 5589.084473
	Iteration 67Q: 3 clusters Score -1.40355e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -14035539.000000 Penalty: 5589.084473
	Iteration 68Q: 3 clusters Score -1.403554e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -14035642.000000 Penalty: 5589.084473
	Iteration 69Q: 3 clusters Score -1.403564e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -14035709.000000 Penalty: 5589.084473
	Iteration 70Q: 3 clusters Score -1.403571e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -14035775.000000 Penalty: 5589.084473
	Iteration 71Q: 3 clusters Score -1.403578e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -14035816.000000 Penalty: 5589.084473
	Iteration 72Q: 3 clusters Score -1.403582e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -14035892.000000 Penalty: 5589.084473
	Iteration 73Q: 3 clusters Score -1.403589e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -14035946.000000 Penalty: 5589.084473
	Iteration 74Q: 3 clusters Score -1.403595e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -14035979.000000 Penalty: 5589.084473
	Iteration 75Q: 3 clusters Score -1.403598e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -14036044.000000 Penalty: 5589.084473
	Iteration 76Q: 3 clusters Score -1.403604e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -14036034.000000 Penalty: 5589.084473
	Iteration 77Q: 3 clusters Score -1.403603e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -14036076.000000 Penalty: 5589.084473
	Iteration 78Q: 3 clusters Score -1.403608e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -14036091.000000 Penalty: 5589.084473
	Iteration 79Q: 3 clusters Score -1.403609e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -14036132.000000 Penalty: 5589.084473
	Iteration 80F: 3 clusters Score -1.403613e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -14036185.000000 Penalty: 5589.084473
	Iteration 81Q: 3 clusters Score -1.403618e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -14036244.000000 Penalty: 5589.084473
	Iteration 82Q: 3 clusters Score -1.403624e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -14036301.000000 Penalty: 5589.084473
	Iteration 83Q: 3 clusters Score -1.40363e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -14036312.000000 Penalty: 5589.084473
	Iteration 84Q: 3 clusters Score -1.403631e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -14036342.000000 Penalty: 5589.084473
	Iteration 85Q: 3 clusters Score -1.403634e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -14036375.000000 Penalty: 5589.084473
	Iteration 86Q: 3 clusters Score -1.403638e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -14036384.000000 Penalty: 5589.084473
	Iteration 87Q: 3 clusters Score -1.403638e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -14036422.000000 Penalty: 5589.084473
	Iteration 88Q: 3 clusters Score -1.403642e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -14036438.000000 Penalty: 5589.084473
	Iteration 89Q: 3 clusters Score -1.403644e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -14036422.000000 Penalty: 5589.084473
	Iteration 90Q: 3 clusters Score -1.403642e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -14036450.000000 Penalty: 5589.084473
	Iteration 91Q: 3 clusters Score -1.403645e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -14036497.000000 Penalty: 5589.084473
	Iteration 92Q: 3 clusters Score -1.40365e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -14036484.000000 Penalty: 5589.084473
	Iteration 93Q: 3 clusters Score -1.403648e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -14036484.000000 Penalty: 5589.084473
	Iteration 94Q: 3 clusters Score -1.403648e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -14036493.000000 Penalty: 5589.084473
	Iteration 95Q: 3 clusters Score -1.403649e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -14036517.000000 Penalty: 5589.084473
	Iteration 96Q: 3 clusters Score -1.403652e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -14036516.000000 Penalty: 5589.084473
	Iteration 97Q: 3 clusters Score -1.403652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -14036514.000000 Penalty: 5589.084473
	Iteration 98Q: 3 clusters Score -1.403651e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -14036521.000000 Penalty: 5589.084473
	Iteration 99Q: 3 clusters Score -1.403652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -14036527.000000 Penalty: 5589.084473
	Iteration 100F: 3 clusters Score -1.403653e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -14036528.000000 Penalty: 5589.084473
	Iteration 101Q: 3 clusters Score -1.403653e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -14036543.000000 Penalty: 5589.084473
	Iteration 102Q: 3 clusters Score -1.403654e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -14036555.000000 Penalty: 5589.084473
	Iteration 103Q: 3 clusters Score -1.403656e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -14036570.000000 Penalty: 5589.084473
	Iteration 104Q: 3 clusters Score -1.403657e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -14036563.000000 Penalty: 5589.084473
	Iteration 105Q: 3 clusters Score -1.403656e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -14036541.000000 Penalty: 5589.084473
	Iteration 106Q: 3 clusters Score -1.403654e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -14036537.000000 Penalty: 5589.084473
	Iteration 107Q: 3 clusters Score -1.403654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -14036552.000000 Penalty: 5589.084473
	Iteration 108Q: 3 clusters Score -1.403655e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -14036534.000000 Penalty: 5589.084473
	Iteration 109Q: 3 clusters Score -1.403653e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -14036542.000000 Penalty: 5589.084473
	Iteration 110Q: 3 clusters Score -1.403654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -14036548.000000 Penalty: 5589.084473
	Iteration 111Q: 3 clusters Score -1.403655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -14036551.000000 Penalty: 5589.084473
	Iteration 112Q: 3 clusters Score -1.403655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -14036527.000000 Penalty: 5589.084473
	Iteration 113Q: 3 clusters Score -1.403653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -14036499.000000 Penalty: 5589.084473
	Iteration 114Q: 3 clusters Score -1.40365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -14036502.000000 Penalty: 5589.084473
	Iteration 115Q: 3 clusters Score -1.40365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -14036497.000000 Penalty: 5589.084473
	Iteration 116Q: 3 clusters Score -1.40365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -14036492.000000 Penalty: 5589.084473
	Iteration 117Q: 3 clusters Score -1.403649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -14036498.000000 Penalty: 5589.084473
	Iteration 118Q: 3 clusters Score -1.40365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -14036512.000000 Penalty: 5589.084473
	Iteration 119Q: 3 clusters Score -1.403651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -14036512.000000 Penalty: 5589.084473
	Iteration 120F: 3 clusters Score -1.403651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -14036525.000000 Penalty: 5589.084473
	Iteration 121Q: 3 clusters Score -1.403652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -14036517.000000 Penalty: 5589.084473
	Iteration 122Q: 3 clusters Score -1.403652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -14036530.000000 Penalty: 5589.084473
	Iteration 123Q: 3 clusters Score -1.403653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -14036529.000000 Penalty: 5589.084473
	Iteration 124Q: 3 clusters Score -1.403653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -14036535.000000 Penalty: 5589.084473
	Iteration 125Q: 3 clusters Score -1.403654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -14036541.000000 Penalty: 5589.084473
	Iteration 126Q: 3 clusters Score -1.403654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -14036530.000000 Penalty: 5589.084473
	Iteration 127Q: 3 clusters Score -1.403653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -14036544.000000 Penalty: 5589.084473
	Iteration 128Q: 3 clusters Score -1.403654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -14036550.000000 Penalty: 5589.084473
	Iteration 129Q: 3 clusters Score -1.403655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -14036544.000000 Penalty: 5589.084473
	Iteration 130Q: 3 clusters Score -1.403654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -14036544.000000 Penalty: 5589.084473
	Iteration 131Q: 3 clusters Score -1.403654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -14036553.000000 Penalty: 5589.084473
	Iteration 132Q: 3 clusters Score -1.403655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -14036550.000000 Penalty: 5589.084473
	Iteration 133Q: 3 clusters Score -1.403655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -14036543.000000 Penalty: 5589.084473
	Iteration 134Q: 3 clusters Score -1.403654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -14036551.000000 Penalty: 5589.084473
	Iteration 135Q: 3 clusters Score -1.403655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -14036551.000000 Penalty: 5589.084473
	Iteration 136Q: 3 clusters Score -1.403655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -14036541.000000 Penalty: 5589.084473
	Iteration 137Q: 3 clusters Score -1.403654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -14036550.000000 Penalty: 5589.084473
	Iteration 138Q: 3 clusters Score -1.403655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -14036554.000000 Penalty: 5589.084473
	Iteration 139Q: 3 clusters Score -1.403655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -14036550.000000 Penalty: 5589.084473
	Iteration 140F: 3 clusters Score -1.403655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -14036541.000000 Penalty: 5589.084473
	Iteration 141Q: 3 clusters Score -1.403654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -14036542.000000 Penalty: 5589.084473
	Iteration 142Q: 3 clusters Score -1.403654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -14036543.000000 Penalty: 5589.084473
	Iteration 143Q: 3 clusters Score -1.403654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -14036550.000000 Penalty: 5589.084473
	Iteration 144Q: 3 clusters Score -1.403655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -14036552.000000 Penalty: 5589.084473
	Iteration 145Q: 3 clusters Score -1.403655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -14036565.000000 Penalty: 5589.084473
	Iteration 146Q: 3 clusters Score -1.403656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -14036559.000000 Penalty: 5589.084473
	Iteration 147Q: 3 clusters Score -1.403656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -14036557.000000 Penalty: 5589.084473
	Iteration 148Q: 3 clusters Score -1.403656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -14036560.000000 Penalty: 5589.084473
	Iteration 149Q: 3 clusters Score -1.403656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -14036562.000000 Penalty: 5589.084473
	Iteration 150Q: 3 clusters Score -1.403656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -14036555.000000 Penalty: 5589.084473
	Iteration 151Q: 3 clusters Score -1.403656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -14036565.000000 Penalty: 5589.084473
	Iteration 152Q: 3 clusters Score -1.403656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -14036565.000000 Penalty: 5589.084473
	Iteration 153F: 3 clusters Score -1.403656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Entering Unmasked Estep 
Score: -196152208.000000 Penalty: 100188.859375
Splitting cluster 10 changes total score from -196027312.000000 to -196152208.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (69319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Entering Unmasked Estep 
Score: -12516572.000000 Penalty: 2764.325439
	Iteration 0F: 2 clusters Score -1.251657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -12493222.000000 Penalty: 5528.650879
	Iteration 0F: 3 clusters Score -1.249322e+07 nChanged 32517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -12511890.000000 Penalty: 5528.650879
	Iteration 1F: 3 clusters Score -1.251189e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -12513044.000000 Penalty: 5528.650879
	Iteration 2Q: 3 clusters Score -1.251304e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -12514507.000000 Penalty: 5528.650879
	Iteration 3F: 3 clusters Score -1.251451e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -12516610.000000 Penalty: 5528.650879
	Iteration 4F: 3 clusters Score -1.251661e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -12519200.000000 Penalty: 5528.650879
	Iteration 5F: 3 clusters Score -1.25192e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -12522274.000000 Penalty: 5528.650879
	Iteration 6F: 3 clusters Score -1.252227e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -12525412.000000 Penalty: 5528.650879
	Iteration 7F: 3 clusters Score -1.252541e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -12527805.000000 Penalty: 5528.650879
	Iteration 8F: 3 clusters Score -1.25278e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -12529079.000000 Penalty: 5528.650879
	Iteration 9Q: 3 clusters Score -1.252908e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -12529635.000000 Penalty: 5528.650879
	Iteration 10Q: 3 clusters Score -1.252964e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -12530005.000000 Penalty: 5528.650879
	Iteration 11Q: 3 clusters Score -1.253e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -12530234.000000 Penalty: 5528.650879
	Iteration 12Q: 3 clusters Score -1.253023e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -12530470.000000 Penalty: 5528.650879
	Iteration 13Q: 3 clusters Score -1.253047e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -12530891.000000 Penalty: 5528.650879
	Iteration 14Q: 3 clusters Score -1.253089e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -12531104.000000 Penalty: 5528.650879
	Iteration 15Q: 3 clusters Score -1.25311e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -12531382.000000 Penalty: 5528.650879
	Iteration 16Q: 3 clusters Score -1.253138e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -12531383.000000 Penalty: 5528.650879
	Iteration 17Q: 3 clusters Score -1.253138e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -12531061.000000 Penalty: 5528.650879
	Iteration 18Q: 3 clusters Score -1.253106e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -12530410.000000 Penalty: 5528.650879
	Iteration 19Q: 3 clusters Score -1.253041e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -12530319.000000 Penalty: 5528.650879
	Iteration 20F: 3 clusters Score -1.253032e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -12529787.000000 Penalty: 5528.650879
	Iteration 21Q: 3 clusters Score -1.252979e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -12529035.000000 Penalty: 5528.650879
	Iteration 22Q: 3 clusters Score -1.252904e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -12528369.000000 Penalty: 5528.650879
	Iteration 23Q: 3 clusters Score -1.252837e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -12527968.000000 Penalty: 5528.650879
	Iteration 24Q: 3 clusters Score -1.252797e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -12527595.000000 Penalty: 5528.650879
	Iteration 25Q: 3 clusters Score -1.25276e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -12527268.000000 Penalty: 5528.650879
	Iteration 26Q: 3 clusters Score -1.252727e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -12526969.000000 Penalty: 5528.650879
	Iteration 27Q: 3 clusters Score -1.252697e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -12526701.000000 Penalty: 5528.650879
	Iteration 28Q: 3 clusters Score -1.25267e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -12526551.000000 Penalty: 5528.650879
	Iteration 29Q: 3 clusters Score -1.252655e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -12526397.000000 Penalty: 5528.650879
	Iteration 30Q: 3 clusters Score -1.25264e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -12526330.000000 Penalty: 5528.650879
	Iteration 31Q: 3 clusters Score -1.252633e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -12526247.000000 Penalty: 5528.650879
	Iteration 32Q: 3 clusters Score -1.252625e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -12526184.000000 Penalty: 5528.650879
	Iteration 33Q: 3 clusters Score -1.252618e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -12526116.000000 Penalty: 5528.650879
	Iteration 34Q: 3 clusters Score -1.252612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -12526077.000000 Penalty: 5528.650879
	Iteration 35Q: 3 clusters Score -1.252608e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -12525983.000000 Penalty: 5528.650879
	Iteration 36Q: 3 clusters Score -1.252598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -12525958.000000 Penalty: 5528.650879
	Iteration 37Q: 3 clusters Score -1.252596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -12525921.000000 Penalty: 5528.650879
	Iteration 38Q: 3 clusters Score -1.252592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -12525908.000000 Penalty: 5528.650879
	Iteration 39Q: 3 clusters Score -1.252591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -12525901.000000 Penalty: 5528.650879
	Iteration 40F: 3 clusters Score -1.25259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -12525888.000000 Penalty: 5528.650879
	Iteration 41Q: 3 clusters Score -1.252589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -12525886.000000 Penalty: 5528.650879
	Iteration 42Q: 3 clusters Score -1.252589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -12525851.000000 Penalty: 5528.650879
	Iteration 43Q: 3 clusters Score -1.252585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -12525844.000000 Penalty: 5528.650879
	Iteration 44Q: 3 clusters Score -1.252584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -12525833.000000 Penalty: 5528.650879
	Iteration 45Q: 3 clusters Score -1.252583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -12525821.000000 Penalty: 5528.650879
	Iteration 46Q: 3 clusters Score -1.252582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -12525821.000000 Penalty: 5528.650879
	Iteration 47Q: 3 clusters Score -1.252582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -12525793.000000 Penalty: 5528.650879
	Iteration 48Q: 3 clusters Score -1.252579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -12525791.000000 Penalty: 5528.650879
	Iteration 49Q: 3 clusters Score -1.252579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -12525796.000000 Penalty: 5528.650879
	Iteration 50Q: 3 clusters Score -1.25258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -12525781.000000 Penalty: 5528.650879
	Iteration 51Q: 3 clusters Score -1.252578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -12525778.000000 Penalty: 5528.650879
	Iteration 52Q: 3 clusters Score -1.252578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -12525777.000000 Penalty: 5528.650879
	Iteration 53Q: 3 clusters Score -1.252578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -12525787.000000 Penalty: 5528.650879
	Iteration 54Q: 3 clusters Score -1.252579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -12525778.000000 Penalty: 5528.650879
	Iteration 55Q: 3 clusters Score -1.252578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -12525772.000000 Penalty: 5528.650879
	Iteration 56Q: 3 clusters Score -1.252577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -12525762.000000 Penalty: 5528.650879
	Iteration 57Q: 3 clusters Score -1.252576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -12525761.000000 Penalty: 5528.650879
	Iteration 58Q: 3 clusters Score -1.252576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -12525761.000000 Penalty: 5528.650879
	Iteration 59Q: 3 clusters Score -1.252576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -12525760.000000 Penalty: 5528.650879
	Iteration 60F: 3 clusters Score -1.252576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -12525754.000000 Penalty: 5528.650879
	Iteration 61Q: 3 clusters Score -1.252575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -12525744.000000 Penalty: 5528.650879
	Iteration 62Q: 3 clusters Score -1.252574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -12525739.000000 Penalty: 5528.650879
	Iteration 63Q: 3 clusters Score -1.252574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -12525737.000000 Penalty: 5528.650879
	Iteration 64Q: 3 clusters Score -1.252574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -12525737.000000 Penalty: 5528.650879
	Iteration 65F: 3 clusters Score -1.252574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 77646 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Entering Unmasked Estep 
Score: -196159536.000000 Penalty: 103643.640625
Splitting cluster 11 changes total score from -196027312.000000 to -196159536.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (77646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Entering Unmasked Estep 
Score: -13765627.000000 Penalty: 2792.458984
	Iteration 0F: 2 clusters Score -1.376563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -13739443.000000 Penalty: 5584.917969
	Iteration 0F: 3 clusters Score -1.373944e+07 nChanged 36475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -13760128.000000 Penalty: 5584.917969
	Iteration 1F: 3 clusters Score -1.376013e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -13761035.000000 Penalty: 5584.917969
	Iteration 2Q: 3 clusters Score -1.376104e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -13762023.000000 Penalty: 5584.917969
	Iteration 3Q: 3 clusters Score -1.376202e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -13763444.000000 Penalty: 5584.917969
	Iteration 4Q: 3 clusters Score -1.376344e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -13765259.000000 Penalty: 5584.917969
	Iteration 5F: 3 clusters Score -1.376526e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -13767149.000000 Penalty: 5584.917969
	Iteration 6F: 3 clusters Score -1.376715e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -13769133.000000 Penalty: 5584.917969
	Iteration 7F: 3 clusters Score -1.376913e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -13771200.000000 Penalty: 5584.917969
	Iteration 8F: 3 clusters Score -1.37712e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -13772821.000000 Penalty: 5584.917969
	Iteration 9F: 3 clusters Score -1.377282e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -13774197.000000 Penalty: 5584.917969
	Iteration 10Q: 3 clusters Score -1.37742e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -13775148.000000 Penalty: 5584.917969
	Iteration 11Q: 3 clusters Score -1.377515e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -13775949.000000 Penalty: 5584.917969
	Iteration 12Q: 3 clusters Score -1.377595e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -13776371.000000 Penalty: 5584.917969
	Iteration 13Q: 3 clusters Score -1.377637e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -13776792.000000 Penalty: 5584.917969
	Iteration 14Q: 3 clusters Score -1.377679e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -13777062.000000 Penalty: 5584.917969
	Iteration 15Q: 3 clusters Score -1.377706e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -13777305.000000 Penalty: 5584.917969
	Iteration 16Q: 3 clusters Score -1.37773e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -13777549.000000 Penalty: 5584.917969
	Iteration 17Q: 3 clusters Score -1.377755e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -13777821.000000 Penalty: 5584.917969
	Iteration 18Q: 3 clusters Score -1.377782e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -13777988.000000 Penalty: 5584.917969
	Iteration 19Q: 3 clusters Score -1.377799e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -13778176.000000 Penalty: 5584.917969
	Iteration 20F: 3 clusters Score -1.377818e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -13778350.000000 Penalty: 5584.917969
	Iteration 21Q: 3 clusters Score -1.377835e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -13778629.000000 Penalty: 5584.917969
	Iteration 22Q: 3 clusters Score -1.377863e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -13778906.000000 Penalty: 5584.917969
	Iteration 23Q: 3 clusters Score -1.377891e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -13779229.000000 Penalty: 5584.917969
	Iteration 24Q: 3 clusters Score -1.377923e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -13779705.000000 Penalty: 5584.917969
	Iteration 25Q: 3 clusters Score -1.37797e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -13780236.000000 Penalty: 5584.917969
	Iteration 26Q: 3 clusters Score -1.378024e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -13780724.000000 Penalty: 5584.917969
	Iteration 27Q: 3 clusters Score -1.378072e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -13780784.000000 Penalty: 5584.917969
	Iteration 28F: 3 clusters Score -1.378078e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -13780480.000000 Penalty: 5584.917969
	Iteration 29F: 3 clusters Score -1.378048e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -13780119.000000 Penalty: 5584.917969
	Iteration 30Q: 3 clusters Score -1.378012e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -13779943.000000 Penalty: 5584.917969
	Iteration 31Q: 3 clusters Score -1.377994e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -13779832.000000 Penalty: 5584.917969
	Iteration 32Q: 3 clusters Score -1.377983e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -13779770.000000 Penalty: 5584.917969
	Iteration 33Q: 3 clusters Score -1.377977e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -13779851.000000 Penalty: 5584.917969
	Iteration 34Q: 3 clusters Score -1.377985e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -13779696.000000 Penalty: 5584.917969
	Iteration 35Q: 3 clusters Score -1.37797e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -13779702.000000 Penalty: 5584.917969
	Iteration 36Q: 3 clusters Score -1.37797e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -13779715.000000 Penalty: 5584.917969
	Iteration 37Q: 3 clusters Score -1.377972e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -13779677.000000 Penalty: 5584.917969
	Iteration 38Q: 3 clusters Score -1.377968e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -13779548.000000 Penalty: 5584.917969
	Iteration 39Q: 3 clusters Score -1.377955e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -13779517.000000 Penalty: 5584.917969
	Iteration 40F: 3 clusters Score -1.377952e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -13779420.000000 Penalty: 5584.917969
	Iteration 41Q: 3 clusters Score -1.377942e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -13779438.000000 Penalty: 5584.917969
	Iteration 42Q: 3 clusters Score -1.377944e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -13779341.000000 Penalty: 5584.917969
	Iteration 43Q: 3 clusters Score -1.377934e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -13779373.000000 Penalty: 5584.917969
	Iteration 44Q: 3 clusters Score -1.377937e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -13779496.000000 Penalty: 5584.917969
	Iteration 45Q: 3 clusters Score -1.37795e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -13779654.000000 Penalty: 5584.917969
	Iteration 46Q: 3 clusters Score -1.377965e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -13779753.000000 Penalty: 5584.917969
	Iteration 47Q: 3 clusters Score -1.377975e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -13779784.000000 Penalty: 5584.917969
	Iteration 48Q: 3 clusters Score -1.377978e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -13779816.000000 Penalty: 5584.917969
	Iteration 49Q: 3 clusters Score -1.377982e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -13779834.000000 Penalty: 5584.917969
	Iteration 50Q: 3 clusters Score -1.377983e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -13779846.000000 Penalty: 5584.917969
	Iteration 51Q: 3 clusters Score -1.377985e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -13779856.000000 Penalty: 5584.917969
	Iteration 52Q: 3 clusters Score -1.377986e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -13779881.000000 Penalty: 5584.917969
	Iteration 53Q: 3 clusters Score -1.377988e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -13779884.000000 Penalty: 5584.917969
	Iteration 54Q: 3 clusters Score -1.377988e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -13779908.000000 Penalty: 5584.917969
	Iteration 55Q: 3 clusters Score -1.377991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -13779913.000000 Penalty: 5584.917969
	Iteration 56Q: 3 clusters Score -1.377991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -13779930.000000 Penalty: 5584.917969
	Iteration 57Q: 3 clusters Score -1.377993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -13779954.000000 Penalty: 5584.917969
	Iteration 58Q: 3 clusters Score -1.377995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -13779965.000000 Penalty: 5584.917969
	Iteration 59Q: 3 clusters Score -1.377996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -13779965.000000 Penalty: 5584.917969
	Iteration 60F: 3 clusters Score -1.377996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -13779976.000000 Penalty: 5584.917969
	Iteration 61Q: 3 clusters Score -1.377998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -13779991.000000 Penalty: 5584.917969
	Iteration 62Q: 3 clusters Score -1.377999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -13780014.000000 Penalty: 5584.917969
	Iteration 63Q: 3 clusters Score -1.378001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -13780038.000000 Penalty: 5584.917969
	Iteration 64Q: 3 clusters Score -1.378004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -13780029.000000 Penalty: 5584.917969
	Iteration 65Q: 3 clusters Score -1.378003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -13780023.000000 Penalty: 5584.917969
	Iteration 66Q: 3 clusters Score -1.378002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -13780032.000000 Penalty: 5584.917969
	Iteration 67Q: 3 clusters Score -1.378003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -13780032.000000 Penalty: 5584.917969
	Iteration 68F: 3 clusters Score -1.378003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 70084 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Entering Unmasked Estep 
Score: -196173360.000000 Penalty: 107098.429688
Splitting cluster 12 changes total score from -196027312.000000 to -196173360.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (70084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Entering Unmasked Estep 
Score: -12434834.000000 Penalty: 2767.047607
	Iteration 0F: 2 clusters Score -1.243483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -12405651.000000 Penalty: 5534.095215
	Iteration 0F: 3 clusters Score -1.240565e+07 nChanged 32729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -12425009.000000 Penalty: 5534.095215
	Iteration 1F: 3 clusters Score -1.242501e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -12427421.000000 Penalty: 5534.095215
	Iteration 2F: 3 clusters Score -1.242742e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -12430407.000000 Penalty: 5534.095215
	Iteration 3F: 3 clusters Score -1.243041e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -12433331.000000 Penalty: 5534.095215
	Iteration 4F: 3 clusters Score -1.243333e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -12435344.000000 Penalty: 5534.095215
	Iteration 5F: 3 clusters Score -1.243534e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -12436335.000000 Penalty: 5534.095215
	Iteration 6F: 3 clusters Score -1.243634e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -12436895.000000 Penalty: 5534.095215
	Iteration 7Q: 3 clusters Score -1.24369e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -12437193.000000 Penalty: 5534.095215
	Iteration 8Q: 3 clusters Score -1.243719e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -12437395.000000 Penalty: 5534.095215
	Iteration 9Q: 3 clusters Score -1.24374e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -12437557.000000 Penalty: 5534.095215
	Iteration 10Q: 3 clusters Score -1.243756e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -12438010.000000 Penalty: 5534.095215
	Iteration 11Q: 3 clusters Score -1.243801e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -12438454.000000 Penalty: 5534.095215
	Iteration 12Q: 3 clusters Score -1.243845e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -12439027.000000 Penalty: 5534.095215
	Iteration 13Q: 3 clusters Score -1.243903e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -12439375.000000 Penalty: 5534.095215
	Iteration 14Q: 3 clusters Score -1.243938e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -12439605.000000 Penalty: 5534.095215
	Iteration 15Q: 3 clusters Score -1.24396e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -12439804.000000 Penalty: 5534.095215
	Iteration 16Q: 3 clusters Score -1.24398e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -12439982.000000 Penalty: 5534.095215
	Iteration 17Q: 3 clusters Score -1.243998e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -12440209.000000 Penalty: 5534.095215
	Iteration 18Q: 3 clusters Score -1.244021e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -12440393.000000 Penalty: 5534.095215
	Iteration 19Q: 3 clusters Score -1.244039e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -12440533.000000 Penalty: 5534.095215
	Iteration 20F: 3 clusters Score -1.244053e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -12440616.000000 Penalty: 5534.095215
	Iteration 21Q: 3 clusters Score -1.244062e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -12440717.000000 Penalty: 5534.095215
	Iteration 22Q: 3 clusters Score -1.244072e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -12440757.000000 Penalty: 5534.095215
	Iteration 23Q: 3 clusters Score -1.244076e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -12440810.000000 Penalty: 5534.095215
	Iteration 24Q: 3 clusters Score -1.244081e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -12440853.000000 Penalty: 5534.095215
	Iteration 25Q: 3 clusters Score -1.244085e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -12440877.000000 Penalty: 5534.095215
	Iteration 26Q: 3 clusters Score -1.244088e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -12440922.000000 Penalty: 5534.095215
	Iteration 27Q: 3 clusters Score -1.244092e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -12440966.000000 Penalty: 5534.095215
	Iteration 28Q: 3 clusters Score -1.244097e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -12441074.000000 Penalty: 5534.095215
	Iteration 29Q: 3 clusters Score -1.244107e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -12441176.000000 Penalty: 5534.095215
	Iteration 30Q: 3 clusters Score -1.244118e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -12441284.000000 Penalty: 5534.095215
	Iteration 31Q: 3 clusters Score -1.244128e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -12441426.000000 Penalty: 5534.095215
	Iteration 32Q: 3 clusters Score -1.244143e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -12441479.000000 Penalty: 5534.095215
	Iteration 33Q: 3 clusters Score -1.244148e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -12441540.000000 Penalty: 5534.095215
	Iteration 34Q: 3 clusters Score -1.244154e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -12441615.000000 Penalty: 5534.095215
	Iteration 35Q: 3 clusters Score -1.244162e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -12441605.000000 Penalty: 5534.095215
	Iteration 36Q: 3 clusters Score -1.24416e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -12441616.000000 Penalty: 5534.095215
	Iteration 37Q: 3 clusters Score -1.244162e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -12441610.000000 Penalty: 5534.095215
	Iteration 38Q: 3 clusters Score -1.244161e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -12441621.000000 Penalty: 5534.095215
	Iteration 39Q: 3 clusters Score -1.244162e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -12441639.000000 Penalty: 5534.095215
	Iteration 40F: 3 clusters Score -1.244164e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -12441659.000000 Penalty: 5534.095215
	Iteration 41Q: 3 clusters Score -1.244166e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -12441704.000000 Penalty: 5534.095215
	Iteration 42Q: 3 clusters Score -1.24417e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -12441716.000000 Penalty: 5534.095215
	Iteration 43Q: 3 clusters Score -1.244172e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -12441697.000000 Penalty: 5534.095215
	Iteration 44Q: 3 clusters Score -1.24417e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -12441734.000000 Penalty: 5534.095215
	Iteration 45Q: 3 clusters Score -1.244173e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -12441731.000000 Penalty: 5534.095215
	Iteration 46Q: 3 clusters Score -1.244173e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -12441722.000000 Penalty: 5534.095215
	Iteration 47Q: 3 clusters Score -1.244172e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -12441734.000000 Penalty: 5534.095215
	Iteration 48Q: 3 clusters Score -1.244173e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -12441722.000000 Penalty: 5534.095215
	Iteration 49Q: 3 clusters Score -1.244172e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -12441707.000000 Penalty: 5534.095215
	Iteration 50Q: 3 clusters Score -1.244171e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -12441730.000000 Penalty: 5534.095215
	Iteration 51Q: 3 clusters Score -1.244173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -12441741.000000 Penalty: 5534.095215
	Iteration 52Q: 3 clusters Score -1.244174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -12441725.000000 Penalty: 5534.095215
	Iteration 53Q: 3 clusters Score -1.244172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -12441732.000000 Penalty: 5534.095215
	Iteration 54Q: 3 clusters Score -1.244173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -12441716.000000 Penalty: 5534.095215
	Iteration 55Q: 3 clusters Score -1.244172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -12441719.000000 Penalty: 5534.095215
	Iteration 56Q: 3 clusters Score -1.244172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -12441731.000000 Penalty: 5534.095215
	Iteration 57Q: 3 clusters Score -1.244173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -12441754.000000 Penalty: 5534.095215
	Iteration 58Q: 3 clusters Score -1.244175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -12441744.000000 Penalty: 5534.095215
	Iteration 59Q: 3 clusters Score -1.244174e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -12441748.000000 Penalty: 5534.095215
	Iteration 60F: 3 clusters Score -1.244175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -12441748.000000 Penalty: 5534.095215
	Iteration 61Q: 3 clusters Score -1.244175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -12441751.000000 Penalty: 5534.095215
	Iteration 62Q: 3 clusters Score -1.244175e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -12441755.000000 Penalty: 5534.095215
	Iteration 63Q: 3 clusters Score -1.244176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -12441785.000000 Penalty: 5534.095215
	Iteration 64Q: 3 clusters Score -1.244178e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -12441768.000000 Penalty: 5534.095215
	Iteration 65Q: 3 clusters Score -1.244177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -12441777.000000 Penalty: 5534.095215
	Iteration 66Q: 3 clusters Score -1.244178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -12441769.000000 Penalty: 5534.095215
	Iteration 67Q: 3 clusters Score -1.244177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -12441791.000000 Penalty: 5534.095215
	Iteration 68Q: 3 clusters Score -1.244179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -12441789.000000 Penalty: 5534.095215
	Iteration 69Q: 3 clusters Score -1.244179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -12441798.000000 Penalty: 5534.095215
	Iteration 70Q: 3 clusters Score -1.24418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -12441787.000000 Penalty: 5534.095215
	Iteration 71Q: 3 clusters Score -1.244179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -12441805.000000 Penalty: 5534.095215
	Iteration 72Q: 3 clusters Score -1.24418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -12441802.000000 Penalty: 5534.095215
	Iteration 73Q: 3 clusters Score -1.24418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -12441830.000000 Penalty: 5534.095215
	Iteration 74Q: 3 clusters Score -1.244183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -12441836.000000 Penalty: 5534.095215
	Iteration 75Q: 3 clusters Score -1.244184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -12441827.000000 Penalty: 5534.095215
	Iteration 76Q: 3 clusters Score -1.244183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -12441840.000000 Penalty: 5534.095215
	Iteration 77Q: 3 clusters Score -1.244184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -12441832.000000 Penalty: 5534.095215
	Iteration 78Q: 3 clusters Score -1.244183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -12441838.000000 Penalty: 5534.095215
	Iteration 79Q: 3 clusters Score -1.244184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -12441836.000000 Penalty: 5534.095215
	Iteration 80F: 3 clusters Score -1.244184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -12441831.000000 Penalty: 5534.095215
	Iteration 81Q: 3 clusters Score -1.244183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -12441827.000000 Penalty: 5534.095215
	Iteration 82Q: 3 clusters Score -1.244183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -12441825.000000 Penalty: 5534.095215
	Iteration 83Q: 3 clusters Score -1.244182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -12441833.000000 Penalty: 5534.095215
	Iteration 84Q: 3 clusters Score -1.244183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -12441835.000000 Penalty: 5534.095215
	Iteration 85Q: 3 clusters Score -1.244184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -12441833.000000 Penalty: 5534.095215
	Iteration 86Q: 3 clusters Score -1.244183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -12441840.000000 Penalty: 5534.095215
	Iteration 87Q: 3 clusters Score -1.244184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -12441843.000000 Penalty: 5534.095215
	Iteration 88Q: 3 clusters Score -1.244184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -12441850.000000 Penalty: 5534.095215
	Iteration 89Q: 3 clusters Score -1.244185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -12441848.000000 Penalty: 5534.095215
	Iteration 90Q: 3 clusters Score -1.244185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -12441851.000000 Penalty: 5534.095215
	Iteration 91Q: 3 clusters Score -1.244185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -12441854.000000 Penalty: 5534.095215
	Iteration 92Q: 3 clusters Score -1.244185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -12441854.000000 Penalty: 5534.095215
	Iteration 93F: 3 clusters Score -1.244185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 84852 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Mstep: Class 32 contains 28345 members 
Entering Unmasked Estep 
Score: -196175984.000000 Penalty: 110553.218750
Splitting cluster 13 changes total score from -196027312.000000 to -196175984.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (84852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Entering Unmasked Estep 
Score: -15251525.000000 Penalty: 2814.468750
	Iteration 0F: 2 clusters Score -1.525152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -15244434.000000 Penalty: 5628.937500
	Iteration 0F: 3 clusters Score -1.524443e+07 nChanged 39947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -15267240.000000 Penalty: 5628.937500
	Iteration 1F: 3 clusters Score -1.526724e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -15267728.000000 Penalty: 5628.937500
	Iteration 2Q: 3 clusters Score -1.526773e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -15268449.000000 Penalty: 5628.937500
	Iteration 3Q: 3 clusters Score -1.526845e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -15269381.000000 Penalty: 5628.937500
	Iteration 4Q: 3 clusters Score -1.526938e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -15270491.000000 Penalty: 5628.937500
	Iteration 5F: 3 clusters Score -1.527049e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -15272255.000000 Penalty: 5628.937500
	Iteration 6F: 3 clusters Score -1.527226e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -15275091.000000 Penalty: 5628.937500
	Iteration 7F: 3 clusters Score -1.527509e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -15278765.000000 Penalty: 5628.937500
	Iteration 8F: 3 clusters Score -1.527876e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -15281825.000000 Penalty: 5628.937500
	Iteration 9F: 3 clusters Score -1.528182e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -15283294.000000 Penalty: 5628.937500
	Iteration 10Q: 3 clusters Score -1.528329e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -15283701.000000 Penalty: 5628.937500
	Iteration 11Q: 3 clusters Score -1.52837e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -15283299.000000 Penalty: 5628.937500
	Iteration 12Q: 3 clusters Score -1.52833e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -15282401.000000 Penalty: 5628.937500
	Iteration 13Q: 3 clusters Score -1.52824e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -15281075.000000 Penalty: 5628.937500
	Iteration 14Q: 3 clusters Score -1.528108e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -15279403.000000 Penalty: 5628.937500
	Iteration 15Q: 3 clusters Score -1.52794e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -15278008.000000 Penalty: 5628.937500
	Iteration 16Q: 3 clusters Score -1.527801e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -15276973.000000 Penalty: 5628.937500
	Iteration 17Q: 3 clusters Score -1.527697e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -15276458.000000 Penalty: 5628.937500
	Iteration 18Q: 3 clusters Score -1.527646e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -15276495.000000 Penalty: 5628.937500
	Iteration 19Q: 3 clusters Score -1.52765e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -15277243.000000 Penalty: 5628.937500
	Iteration 20F: 3 clusters Score -1.527724e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -15277734.000000 Penalty: 5628.937500
	Iteration 21Q: 3 clusters Score -1.527773e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -15278525.000000 Penalty: 5628.937500
	Iteration 22Q: 3 clusters Score -1.527852e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -15279385.000000 Penalty: 5628.937500
	Iteration 23Q: 3 clusters Score -1.527938e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -15280681.000000 Penalty: 5628.937500
	Iteration 24Q: 3 clusters Score -1.528068e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -15281929.000000 Penalty: 5628.937500
	Iteration 25Q: 3 clusters Score -1.528193e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -15283295.000000 Penalty: 5628.937500
	Iteration 26Q: 3 clusters Score -1.52833e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -15284550.000000 Penalty: 5628.937500
	Iteration 27Q: 3 clusters Score -1.528455e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -15285564.000000 Penalty: 5628.937500
	Iteration 28Q: 3 clusters Score -1.528556e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -15286281.000000 Penalty: 5628.937500
	Iteration 29Q: 3 clusters Score -1.528628e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -15286972.000000 Penalty: 5628.937500
	Iteration 30Q: 3 clusters Score -1.528697e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -15287518.000000 Penalty: 5628.937500
	Iteration 31Q: 3 clusters Score -1.528752e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -15287797.000000 Penalty: 5628.937500
	Iteration 32Q: 3 clusters Score -1.52878e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -15288081.000000 Penalty: 5628.937500
	Iteration 33Q: 3 clusters Score -1.528808e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -15288185.000000 Penalty: 5628.937500
	Iteration 34Q: 3 clusters Score -1.528818e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -15288257.000000 Penalty: 5628.937500
	Iteration 35Q: 3 clusters Score -1.528826e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -15288307.000000 Penalty: 5628.937500
	Iteration 36Q: 3 clusters Score -1.528831e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -15288407.000000 Penalty: 5628.937500
	Iteration 37Q: 3 clusters Score -1.528841e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -15288407.000000 Penalty: 5628.937500
	Iteration 38Q: 3 clusters Score -1.528841e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -15288550.000000 Penalty: 5628.937500
	Iteration 39Q: 3 clusters Score -1.528855e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -15288954.000000 Penalty: 5628.937500
	Iteration 40F: 3 clusters Score -1.528895e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -15289149.000000 Penalty: 5628.937500
	Iteration 41Q: 3 clusters Score -1.528915e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -15289263.000000 Penalty: 5628.937500
	Iteration 42Q: 3 clusters Score -1.528926e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -15289333.000000 Penalty: 5628.937500
	Iteration 43Q: 3 clusters Score -1.528933e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -15289519.000000 Penalty: 5628.937500
	Iteration 44Q: 3 clusters Score -1.528952e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -15289599.000000 Penalty: 5628.937500
	Iteration 45Q: 3 clusters Score -1.52896e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -15289650.000000 Penalty: 5628.937500
	Iteration 46Q: 3 clusters Score -1.528965e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -15289717.000000 Penalty: 5628.937500
	Iteration 47Q: 3 clusters Score -1.528972e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -15289796.000000 Penalty: 5628.937500
	Iteration 48Q: 3 clusters Score -1.52898e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -15289905.000000 Penalty: 5628.937500
	Iteration 49Q: 3 clusters Score -1.52899e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 5628.937500
	Iteration 50Q: 3 clusters Score -1.529002e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -15290094.000000 Penalty: 5628.937500
	Iteration 51Q: 3 clusters Score -1.529009e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -15290150.000000 Penalty: 5628.937500
	Iteration 52Q: 3 clusters Score -1.529015e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -15290210.000000 Penalty: 5628.937500
	Iteration 53Q: 3 clusters Score -1.529021e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -15290238.000000 Penalty: 5628.937500
	Iteration 54Q: 3 clusters Score -1.529024e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -15290297.000000 Penalty: 5628.937500
	Iteration 55Q: 3 clusters Score -1.52903e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -15290275.000000 Penalty: 5628.937500
	Iteration 56Q: 3 clusters Score -1.529028e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -15290290.000000 Penalty: 5628.937500
	Iteration 57Q: 3 clusters Score -1.529029e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -15290230.000000 Penalty: 5628.937500
	Iteration 58Q: 3 clusters Score -1.529023e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -15290222.000000 Penalty: 5628.937500
	Iteration 59Q: 3 clusters Score -1.529022e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -15290220.000000 Penalty: 5628.937500
	Iteration 60F: 3 clusters Score -1.529022e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -15290227.000000 Penalty: 5628.937500
	Iteration 61Q: 3 clusters Score -1.529023e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -15290236.000000 Penalty: 5628.937500
	Iteration 62Q: 3 clusters Score -1.529024e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -15290241.000000 Penalty: 5628.937500
	Iteration 63Q: 3 clusters Score -1.529024e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -15290244.000000 Penalty: 5628.937500
	Iteration 64Q: 3 clusters Score -1.529024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -15290248.000000 Penalty: 5628.937500
	Iteration 65Q: 3 clusters Score -1.529025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -15290244.000000 Penalty: 5628.937500
	Iteration 66Q: 3 clusters Score -1.529024e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -15290244.000000 Penalty: 5628.937500
	Iteration 67Q: 3 clusters Score -1.529024e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -15290250.000000 Penalty: 5628.937500
	Iteration 68Q: 3 clusters Score -1.529025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -15290264.000000 Penalty: 5628.937500
	Iteration 69Q: 3 clusters Score -1.529026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -15290266.000000 Penalty: 5628.937500
	Iteration 70Q: 3 clusters Score -1.529027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -15290268.000000 Penalty: 5628.937500
	Iteration 71Q: 3 clusters Score -1.529027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -15290271.000000 Penalty: 5628.937500
	Iteration 72Q: 3 clusters Score -1.529027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -15290270.000000 Penalty: 5628.937500
	Iteration 73Q: 3 clusters Score -1.529027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -15290271.000000 Penalty: 5628.937500
	Iteration 74Q: 3 clusters Score -1.529027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -15290267.000000 Penalty: 5628.937500
	Iteration 75Q: 3 clusters Score -1.529027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -15290261.000000 Penalty: 5628.937500
	Iteration 76Q: 3 clusters Score -1.529026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -15290265.000000 Penalty: 5628.937500
	Iteration 77Q: 3 clusters Score -1.529026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -15290255.000000 Penalty: 5628.937500
	Iteration 78Q: 3 clusters Score -1.529026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -15290256.000000 Penalty: 5628.937500
	Iteration 79Q: 3 clusters Score -1.529026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -15290266.000000 Penalty: 5628.937500
	Iteration 80F: 3 clusters Score -1.529027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -15290265.000000 Penalty: 5628.937500
	Iteration 81Q: 3 clusters Score -1.529026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -15290265.000000 Penalty: 5628.937500
	Iteration 82Q: 3 clusters Score -1.529026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -15290259.000000 Penalty: 5628.937500
	Iteration 83Q: 3 clusters Score -1.529026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -15290234.000000 Penalty: 5628.937500
	Iteration 84Q: 3 clusters Score -1.529023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -15290237.000000 Penalty: 5628.937500
	Iteration 85Q: 3 clusters Score -1.529024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -15290254.000000 Penalty: 5628.937500
	Iteration 86Q: 3 clusters Score -1.529025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -15290253.000000 Penalty: 5628.937500
	Iteration 87Q: 3 clusters Score -1.529025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -15290256.000000 Penalty: 5628.937500
	Iteration 88Q: 3 clusters Score -1.529026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -15290253.000000 Penalty: 5628.937500
	Iteration 89Q: 3 clusters Score -1.529025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -15290256.000000 Penalty: 5628.937500
	Iteration 90Q: 3 clusters Score -1.529026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -15290251.000000 Penalty: 5628.937500
	Iteration 91Q: 3 clusters Score -1.529025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -15290258.000000 Penalty: 5628.937500
	Iteration 92Q: 3 clusters Score -1.529026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -15290266.000000 Penalty: 5628.937500
	Iteration 93Q: 3 clusters Score -1.529027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -15290271.000000 Penalty: 5628.937500
	Iteration 94Q: 3 clusters Score -1.529027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -15290266.000000 Penalty: 5628.937500
	Iteration 95Q: 3 clusters Score -1.529027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -15290269.000000 Penalty: 5628.937500
	Iteration 96Q: 3 clusters Score -1.529027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -15290280.000000 Penalty: 5628.937500
	Iteration 97Q: 3 clusters Score -1.529028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -15290286.000000 Penalty: 5628.937500
	Iteration 98Q: 3 clusters Score -1.529029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -15290274.000000 Penalty: 5628.937500
	Iteration 99Q: 3 clusters Score -1.529027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -15290279.000000 Penalty: 5628.937500
	Iteration 100F: 3 clusters Score -1.529028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -15290279.000000 Penalty: 5628.937500
	Iteration 101Q: 3 clusters Score -1.529028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -15290275.000000 Penalty: 5628.937500
	Iteration 102Q: 3 clusters Score -1.529028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -15290280.000000 Penalty: 5628.937500
	Iteration 103Q: 3 clusters Score -1.529028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -15290286.000000 Penalty: 5628.937500
	Iteration 104Q: 3 clusters Score -1.529029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -15290292.000000 Penalty: 5628.937500
	Iteration 105Q: 3 clusters Score -1.529029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -15290296.000000 Penalty: 5628.937500
	Iteration 106Q: 3 clusters Score -1.52903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -15290296.000000 Penalty: 5628.937500
	Iteration 107Q: 3 clusters Score -1.52903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -15290295.000000 Penalty: 5628.937500
	Iteration 108Q: 3 clusters Score -1.52903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -15290299.000000 Penalty: 5628.937500
	Iteration 109Q: 3 clusters Score -1.52903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -15290299.000000 Penalty: 5628.937500
	Iteration 110F: 3 clusters Score -1.52903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 84651 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Mstep: Class 32 contains 28345 members 
Mstep: Class 33 contains 42222 members 
Entering Unmasked Estep 
Score: -196205456.000000 Penalty: 114008.007812
Splitting cluster 14 changes total score from -196027312.000000 to -196205456.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (84651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Entering Unmasked Estep 
Score: -15264095.000000 Penalty: 2813.880615
	Iteration 0F: 2 clusters Score -1.52641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -15253016.000000 Penalty: 5627.761230
	Iteration 0F: 3 clusters Score -1.525302e+07 nChanged 39780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -15276004.000000 Penalty: 5627.761230
	Iteration 1F: 3 clusters Score -1.5276e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -15277294.000000 Penalty: 5627.761230
	Iteration 2Q: 3 clusters Score -1.527729e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -15279344.000000 Penalty: 5627.761230
	Iteration 3Q: 3 clusters Score -1.527934e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -15282469.000000 Penalty: 5627.761230
	Iteration 4F: 3 clusters Score -1.528247e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -15286433.000000 Penalty: 5627.761230
	Iteration 5F: 3 clusters Score -1.528643e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -15290542.000000 Penalty: 5627.761230
	Iteration 6F: 3 clusters Score -1.529054e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -15293239.000000 Penalty: 5627.761230
	Iteration 7F: 3 clusters Score -1.529324e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -15294375.000000 Penalty: 5627.761230
	Iteration 8Q: 3 clusters Score -1.529438e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -15294925.000000 Penalty: 5627.761230
	Iteration 9Q: 3 clusters Score -1.529492e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -15295213.000000 Penalty: 5627.761230
	Iteration 10Q: 3 clusters Score -1.529521e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -15295525.000000 Penalty: 5627.761230
	Iteration 11Q: 3 clusters Score -1.529552e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -15295797.000000 Penalty: 5627.761230
	Iteration 12Q: 3 clusters Score -1.52958e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -15295949.000000 Penalty: 5627.761230
	Iteration 13Q: 3 clusters Score -1.529595e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -15296023.000000 Penalty: 5627.761230
	Iteration 14Q: 3 clusters Score -1.529602e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -15296016.000000 Penalty: 5627.761230
	Iteration 15Q: 3 clusters Score -1.529602e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -15296115.000000 Penalty: 5627.761230
	Iteration 16Q: 3 clusters Score -1.529612e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -15296058.000000 Penalty: 5627.761230
	Iteration 17Q: 3 clusters Score -1.529606e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -15295957.000000 Penalty: 5627.761230
	Iteration 18Q: 3 clusters Score -1.529596e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -15295915.000000 Penalty: 5627.761230
	Iteration 19Q: 3 clusters Score -1.529592e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -15295764.000000 Penalty: 5627.761230
	Iteration 20F: 3 clusters Score -1.529576e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -15295658.000000 Penalty: 5627.761230
	Iteration 21Q: 3 clusters Score -1.529566e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -15295552.000000 Penalty: 5627.761230
	Iteration 22Q: 3 clusters Score -1.529555e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -15295432.000000 Penalty: 5627.761230
	Iteration 23Q: 3 clusters Score -1.529543e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -15295275.000000 Penalty: 5627.761230
	Iteration 24Q: 3 clusters Score -1.529528e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -15295160.000000 Penalty: 5627.761230
	Iteration 25Q: 3 clusters Score -1.529516e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -15295085.000000 Penalty: 5627.761230
	Iteration 26Q: 3 clusters Score -1.529508e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -15295073.000000 Penalty: 5627.761230
	Iteration 27Q: 3 clusters Score -1.529507e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -15295128.000000 Penalty: 5627.761230
	Iteration 28Q: 3 clusters Score -1.529513e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -15295181.000000 Penalty: 5627.761230
	Iteration 29Q: 3 clusters Score -1.529518e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -15295424.000000 Penalty: 5627.761230
	Iteration 30Q: 3 clusters Score -1.529542e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -15295627.000000 Penalty: 5627.761230
	Iteration 31Q: 3 clusters Score -1.529563e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -15295788.000000 Penalty: 5627.761230
	Iteration 32Q: 3 clusters Score -1.529579e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -15295924.000000 Penalty: 5627.761230
	Iteration 33Q: 3 clusters Score -1.529592e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -15295944.000000 Penalty: 5627.761230
	Iteration 34Q: 3 clusters Score -1.529594e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -15296018.000000 Penalty: 5627.761230
	Iteration 35Q: 3 clusters Score -1.529602e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -15296078.000000 Penalty: 5627.761230
	Iteration 36Q: 3 clusters Score -1.529608e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -15296119.000000 Penalty: 5627.761230
	Iteration 37Q: 3 clusters Score -1.529612e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -15296193.000000 Penalty: 5627.761230
	Iteration 38Q: 3 clusters Score -1.529619e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -15296199.000000 Penalty: 5627.761230
	Iteration 39Q: 3 clusters Score -1.52962e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -15296185.000000 Penalty: 5627.761230
	Iteration 40F: 3 clusters Score -1.529618e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -15296201.000000 Penalty: 5627.761230
	Iteration 41Q: 3 clusters Score -1.52962e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -15296274.000000 Penalty: 5627.761230
	Iteration 42Q: 3 clusters Score -1.529627e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -15296284.000000 Penalty: 5627.761230
	Iteration 43Q: 3 clusters Score -1.529628e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -15296319.000000 Penalty: 5627.761230
	Iteration 44Q: 3 clusters Score -1.529632e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -15296313.000000 Penalty: 5627.761230
	Iteration 45Q: 3 clusters Score -1.529631e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -15296338.000000 Penalty: 5627.761230
	Iteration 46Q: 3 clusters Score -1.529634e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -15296398.000000 Penalty: 5627.761230
	Iteration 47Q: 3 clusters Score -1.52964e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -15296447.000000 Penalty: 5627.761230
	Iteration 48Q: 3 clusters Score -1.529645e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -15296479.000000 Penalty: 5627.761230
	Iteration 49Q: 3 clusters Score -1.529648e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -15296518.000000 Penalty: 5627.761230
	Iteration 50Q: 3 clusters Score -1.529652e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -15296552.000000 Penalty: 5627.761230
	Iteration 51Q: 3 clusters Score -1.529655e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -15296538.000000 Penalty: 5627.761230
	Iteration 52Q: 3 clusters Score -1.529654e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -15296560.000000 Penalty: 5627.761230
	Iteration 53Q: 3 clusters Score -1.529656e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -15296570.000000 Penalty: 5627.761230
	Iteration 54Q: 3 clusters Score -1.529657e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -15296593.000000 Penalty: 5627.761230
	Iteration 55Q: 3 clusters Score -1.529659e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -15296568.000000 Penalty: 5627.761230
	Iteration 56Q: 3 clusters Score -1.529657e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -15296572.000000 Penalty: 5627.761230
	Iteration 57Q: 3 clusters Score -1.529657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -15296555.000000 Penalty: 5627.761230
	Iteration 58Q: 3 clusters Score -1.529656e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -15296562.000000 Penalty: 5627.761230
	Iteration 59Q: 3 clusters Score -1.529656e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -15296558.000000 Penalty: 5627.761230
	Iteration 60F: 3 clusters Score -1.529656e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -15296548.000000 Penalty: 5627.761230
	Iteration 61Q: 3 clusters Score -1.529655e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -15296552.000000 Penalty: 5627.761230
	Iteration 62Q: 3 clusters Score -1.529655e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -15296551.000000 Penalty: 5627.761230
	Iteration 63Q: 3 clusters Score -1.529655e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -15296530.000000 Penalty: 5627.761230
	Iteration 64Q: 3 clusters Score -1.529653e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -15296541.000000 Penalty: 5627.761230
	Iteration 65Q: 3 clusters Score -1.529654e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -15296559.000000 Penalty: 5627.761230
	Iteration 66Q: 3 clusters Score -1.529656e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -15296572.000000 Penalty: 5627.761230
	Iteration 67Q: 3 clusters Score -1.529657e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -15296565.000000 Penalty: 5627.761230
	Iteration 68Q: 3 clusters Score -1.529656e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -15296585.000000 Penalty: 5627.761230
	Iteration 69Q: 3 clusters Score -1.529658e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -15296601.000000 Penalty: 5627.761230
	Iteration 70Q: 3 clusters Score -1.52966e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -15296624.000000 Penalty: 5627.761230
	Iteration 71Q: 3 clusters Score -1.529662e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -15296623.000000 Penalty: 5627.761230
	Iteration 72Q: 3 clusters Score -1.529662e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -15296636.000000 Penalty: 5627.761230
	Iteration 73Q: 3 clusters Score -1.529664e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -15296618.000000 Penalty: 5627.761230
	Iteration 74Q: 3 clusters Score -1.529662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -15296611.000000 Penalty: 5627.761230
	Iteration 75Q: 3 clusters Score -1.529661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -15296620.000000 Penalty: 5627.761230
	Iteration 76Q: 3 clusters Score -1.529662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -15296631.000000 Penalty: 5627.761230
	Iteration 77Q: 3 clusters Score -1.529663e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -15296609.000000 Penalty: 5627.761230
	Iteration 78Q: 3 clusters Score -1.529661e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -15296584.000000 Penalty: 5627.761230
	Iteration 79Q: 3 clusters Score -1.529658e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -15296587.000000 Penalty: 5627.761230
	Iteration 80F: 3 clusters Score -1.529659e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -15296590.000000 Penalty: 5627.761230
	Iteration 81Q: 3 clusters Score -1.529659e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -15296585.000000 Penalty: 5627.761230
	Iteration 82Q: 3 clusters Score -1.529658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -15296587.000000 Penalty: 5627.761230
	Iteration 83Q: 3 clusters Score -1.529659e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -15296591.000000 Penalty: 5627.761230
	Iteration 84Q: 3 clusters Score -1.529659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -15296587.000000 Penalty: 5627.761230
	Iteration 85Q: 3 clusters Score -1.529659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -15296573.000000 Penalty: 5627.761230
	Iteration 86Q: 3 clusters Score -1.529657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -15296565.000000 Penalty: 5627.761230
	Iteration 87Q: 3 clusters Score -1.529656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -15296555.000000 Penalty: 5627.761230
	Iteration 88Q: 3 clusters Score -1.529656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -15296557.000000 Penalty: 5627.761230
	Iteration 89Q: 3 clusters Score -1.529656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -15296561.000000 Penalty: 5627.761230
	Iteration 90Q: 3 clusters Score -1.529656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -15296552.000000 Penalty: 5627.761230
	Iteration 91Q: 3 clusters Score -1.529655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -15296554.000000 Penalty: 5627.761230
	Iteration 92Q: 3 clusters Score -1.529655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -15296544.000000 Penalty: 5627.761230
	Iteration 93Q: 3 clusters Score -1.529654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -15296523.000000 Penalty: 5627.761230
	Iteration 94Q: 3 clusters Score -1.529652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -15296538.000000 Penalty: 5627.761230
	Iteration 95Q: 3 clusters Score -1.529654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -15296531.000000 Penalty: 5627.761230
	Iteration 96Q: 3 clusters Score -1.529653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -15296538.000000 Penalty: 5627.761230
	Iteration 97Q: 3 clusters Score -1.529654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -15296528.000000 Penalty: 5627.761230
	Iteration 98Q: 3 clusters Score -1.529653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -15296555.000000 Penalty: 5627.761230
	Iteration 99Q: 3 clusters Score -1.529656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -15296553.000000 Penalty: 5627.761230
	Iteration 100F: 3 clusters Score -1.529655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -15296546.000000 Penalty: 5627.761230
	Iteration 101Q: 3 clusters Score -1.529655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -15296550.000000 Penalty: 5627.761230
	Iteration 102Q: 3 clusters Score -1.529655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -15296557.000000 Penalty: 5627.761230
	Iteration 103Q: 3 clusters Score -1.529656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -15296539.000000 Penalty: 5627.761230
	Iteration 104Q: 3 clusters Score -1.529654e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -15296556.000000 Penalty: 5627.761230
	Iteration 105Q: 3 clusters Score -1.529656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -15296538.000000 Penalty: 5627.761230
	Iteration 106Q: 3 clusters Score -1.529654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -15296552.000000 Penalty: 5627.761230
	Iteration 107Q: 3 clusters Score -1.529655e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -15296553.000000 Penalty: 5627.761230
	Iteration 108Q: 3 clusters Score -1.529655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -15296543.000000 Penalty: 5627.761230
	Iteration 109Q: 3 clusters Score -1.529654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -15296544.000000 Penalty: 5627.761230
	Iteration 110Q: 3 clusters Score -1.529654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -15296539.000000 Penalty: 5627.761230
	Iteration 111Q: 3 clusters Score -1.529654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -15296541.000000 Penalty: 5627.761230
	Iteration 112Q: 3 clusters Score -1.529654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -15296538.000000 Penalty: 5627.761230
	Iteration 113Q: 3 clusters Score -1.529654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -15296542.000000 Penalty: 5627.761230
	Iteration 114Q: 3 clusters Score -1.529654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -15296539.000000 Penalty: 5627.761230
	Iteration 115Q: 3 clusters Score -1.529654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -15296529.000000 Penalty: 5627.761230
	Iteration 116Q: 3 clusters Score -1.529653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -15296549.000000 Penalty: 5627.761230
	Iteration 117Q: 3 clusters Score -1.529655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -15296547.000000 Penalty: 5627.761230
	Iteration 118Q: 3 clusters Score -1.529655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -15296550.000000 Penalty: 5627.761230
	Iteration 119Q: 3 clusters Score -1.529655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -15296555.000000 Penalty: 5627.761230
	Iteration 120F: 3 clusters Score -1.529656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -15296564.000000 Penalty: 5627.761230
	Iteration 121Q: 3 clusters Score -1.529656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -15296556.000000 Penalty: 5627.761230
	Iteration 122Q: 3 clusters Score -1.529656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -15296565.000000 Penalty: 5627.761230
	Iteration 123Q: 3 clusters Score -1.529656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -15296570.000000 Penalty: 5627.761230
	Iteration 124Q: 3 clusters Score -1.529657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -15296566.000000 Penalty: 5627.761230
	Iteration 125Q: 3 clusters Score -1.529657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -15296571.000000 Penalty: 5627.761230
	Iteration 126Q: 3 clusters Score -1.529657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -15296571.000000 Penalty: 5627.761230
	Iteration 127F: 3 clusters Score -1.529657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 43187 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Mstep: Class 32 contains 28345 members 
Mstep: Class 33 contains 42222 members 
Mstep: Class 34 contains 41464 members 
Entering Unmasked Estep 
Score: -196236384.000000 Penalty: 117462.796875
Splitting cluster 15 changes total score from -196027312.000000 to -196236384.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (67639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Entering Unmasked Estep 
Score: -11958128.000000 Penalty: 2758.240967
	Iteration 0F: 2 clusters Score -1.195813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -11925924.000000 Penalty: 5516.481934
	Iteration 0F: 3 clusters Score -1.192592e+07 nChanged 31464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -11944180.000000 Penalty: 5516.481934
	Iteration 1F: 3 clusters Score -1.194418e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -11945361.000000 Penalty: 5516.481934
	Iteration 2Q: 3 clusters Score -1.194536e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -11946705.000000 Penalty: 5516.481934
	Iteration 3Q: 3 clusters Score -1.19467e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -11948368.000000 Penalty: 5516.481934
	Iteration 4F: 3 clusters Score -1.194837e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -11950316.000000 Penalty: 5516.481934
	Iteration 5F: 3 clusters Score -1.195032e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -11952375.000000 Penalty: 5516.481934
	Iteration 6F: 3 clusters Score -1.195238e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -11954758.000000 Penalty: 5516.481934
	Iteration 7F: 3 clusters Score -1.195476e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -11956794.000000 Penalty: 5516.481934
	Iteration 8F: 3 clusters Score -1.195679e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -11958547.000000 Penalty: 5516.481934
	Iteration 9F: 3 clusters Score -1.195855e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -11960160.000000 Penalty: 5516.481934
	Iteration 10Q: 3 clusters Score -1.196016e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -11961627.000000 Penalty: 5516.481934
	Iteration 11Q: 3 clusters Score -1.196163e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -11962838.000000 Penalty: 5516.481934
	Iteration 12Q: 3 clusters Score -1.196284e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -11963900.000000 Penalty: 5516.481934
	Iteration 13Q: 3 clusters Score -1.19639e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -11964575.000000 Penalty: 5516.481934
	Iteration 14Q: 3 clusters Score -1.196458e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -11964996.000000 Penalty: 5516.481934
	Iteration 15Q: 3 clusters Score -1.1965e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -11965209.000000 Penalty: 5516.481934
	Iteration 16Q: 3 clusters Score -1.196521e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -11965474.000000 Penalty: 5516.481934
	Iteration 17Q: 3 clusters Score -1.196547e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -11965729.000000 Penalty: 5516.481934
	Iteration 18Q: 3 clusters Score -1.196573e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -11965958.000000 Penalty: 5516.481934
	Iteration 19Q: 3 clusters Score -1.196596e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -11966196.000000 Penalty: 5516.481934
	Iteration 20F: 3 clusters Score -1.19662e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -11966375.000000 Penalty: 5516.481934
	Iteration 21Q: 3 clusters Score -1.196638e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -11966532.000000 Penalty: 5516.481934
	Iteration 22Q: 3 clusters Score -1.196653e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -11966696.000000 Penalty: 5516.481934
	Iteration 23Q: 3 clusters Score -1.19667e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -11966837.000000 Penalty: 5516.481934
	Iteration 24Q: 3 clusters Score -1.196684e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -11966983.000000 Penalty: 5516.481934
	Iteration 25Q: 3 clusters Score -1.196698e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -11967071.000000 Penalty: 5516.481934
	Iteration 26Q: 3 clusters Score -1.196707e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -11967152.000000 Penalty: 5516.481934
	Iteration 27Q: 3 clusters Score -1.196715e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -11967219.000000 Penalty: 5516.481934
	Iteration 28Q: 3 clusters Score -1.196722e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -11967263.000000 Penalty: 5516.481934
	Iteration 29Q: 3 clusters Score -1.196726e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -11967352.000000 Penalty: 5516.481934
	Iteration 30Q: 3 clusters Score -1.196735e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -11967428.000000 Penalty: 5516.481934
	Iteration 31Q: 3 clusters Score -1.196743e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -11967474.000000 Penalty: 5516.481934
	Iteration 32Q: 3 clusters Score -1.196747e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -11967504.000000 Penalty: 5516.481934
	Iteration 33Q: 3 clusters Score -1.19675e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -11967585.000000 Penalty: 5516.481934
	Iteration 34Q: 3 clusters Score -1.196758e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -11967610.000000 Penalty: 5516.481934
	Iteration 35Q: 3 clusters Score -1.196761e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -11967631.000000 Penalty: 5516.481934
	Iteration 36Q: 3 clusters Score -1.196763e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -11967717.000000 Penalty: 5516.481934
	Iteration 37Q: 3 clusters Score -1.196772e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -11967746.000000 Penalty: 5516.481934
	Iteration 38Q: 3 clusters Score -1.196775e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -11967787.000000 Penalty: 5516.481934
	Iteration 39Q: 3 clusters Score -1.196779e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -11967822.000000 Penalty: 5516.481934
	Iteration 40F: 3 clusters Score -1.196782e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -11967871.000000 Penalty: 5516.481934
	Iteration 41Q: 3 clusters Score -1.196787e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -11967938.000000 Penalty: 5516.481934
	Iteration 42Q: 3 clusters Score -1.196794e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -11967972.000000 Penalty: 5516.481934
	Iteration 43Q: 3 clusters Score -1.196797e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -11968009.000000 Penalty: 5516.481934
	Iteration 44Q: 3 clusters Score -1.196801e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -11968067.000000 Penalty: 5516.481934
	Iteration 45Q: 3 clusters Score -1.196807e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -11968100.000000 Penalty: 5516.481934
	Iteration 46Q: 3 clusters Score -1.19681e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -11968123.000000 Penalty: 5516.481934
	Iteration 47Q: 3 clusters Score -1.196812e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11968144.000000 Penalty: 5516.481934
	Iteration 48Q: 3 clusters Score -1.196814e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -11968170.000000 Penalty: 5516.481934
	Iteration 49Q: 3 clusters Score -1.196817e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -11968193.000000 Penalty: 5516.481934
	Iteration 50Q: 3 clusters Score -1.196819e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -11968195.000000 Penalty: 5516.481934
	Iteration 51Q: 3 clusters Score -1.19682e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -11968239.000000 Penalty: 5516.481934
	Iteration 52Q: 3 clusters Score -1.196824e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -11968266.000000 Penalty: 5516.481934
	Iteration 53Q: 3 clusters Score -1.196827e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -11968314.000000 Penalty: 5516.481934
	Iteration 54Q: 3 clusters Score -1.196831e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -11968313.000000 Penalty: 5516.481934
	Iteration 55Q: 3 clusters Score -1.196831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -11968346.000000 Penalty: 5516.481934
	Iteration 56Q: 3 clusters Score -1.196835e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -11968364.000000 Penalty: 5516.481934
	Iteration 57Q: 3 clusters Score -1.196836e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -11968348.000000 Penalty: 5516.481934
	Iteration 58Q: 3 clusters Score -1.196835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -11968391.000000 Penalty: 5516.481934
	Iteration 59Q: 3 clusters Score -1.196839e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -11968430.000000 Penalty: 5516.481934
	Iteration 60F: 3 clusters Score -1.196843e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -11968425.000000 Penalty: 5516.481934
	Iteration 61Q: 3 clusters Score -1.196842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -11968441.000000 Penalty: 5516.481934
	Iteration 62Q: 3 clusters Score -1.196844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -11968465.000000 Penalty: 5516.481934
	Iteration 63Q: 3 clusters Score -1.196846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -11968485.000000 Penalty: 5516.481934
	Iteration 64Q: 3 clusters Score -1.196848e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -11968505.000000 Penalty: 5516.481934
	Iteration 65Q: 3 clusters Score -1.19685e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -11968493.000000 Penalty: 5516.481934
	Iteration 66Q: 3 clusters Score -1.196849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -11968476.000000 Penalty: 5516.481934
	Iteration 67Q: 3 clusters Score -1.196848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -11968502.000000 Penalty: 5516.481934
	Iteration 68Q: 3 clusters Score -1.19685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -11968492.000000 Penalty: 5516.481934
	Iteration 69Q: 3 clusters Score -1.196849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -11968496.000000 Penalty: 5516.481934
	Iteration 70Q: 3 clusters Score -1.19685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -11968505.000000 Penalty: 5516.481934
	Iteration 71Q: 3 clusters Score -1.19685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -11968522.000000 Penalty: 5516.481934
	Iteration 72Q: 3 clusters Score -1.196852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -11968523.000000 Penalty: 5516.481934
	Iteration 73Q: 3 clusters Score -1.196852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -11968529.000000 Penalty: 5516.481934
	Iteration 74Q: 3 clusters Score -1.196853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -11968548.000000 Penalty: 5516.481934
	Iteration 75Q: 3 clusters Score -1.196855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -11968546.000000 Penalty: 5516.481934
	Iteration 76Q: 3 clusters Score -1.196855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -11968560.000000 Penalty: 5516.481934
	Iteration 77Q: 3 clusters Score -1.196856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -11968542.000000 Penalty: 5516.481934
	Iteration 78Q: 3 clusters Score -1.196854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -11968549.000000 Penalty: 5516.481934
	Iteration 79Q: 3 clusters Score -1.196855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -11968555.000000 Penalty: 5516.481934
	Iteration 80F: 3 clusters Score -1.196856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -11968565.000000 Penalty: 5516.481934
	Iteration 81Q: 3 clusters Score -1.196856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -11968569.000000 Penalty: 5516.481934
	Iteration 82Q: 3 clusters Score -1.196857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -11968572.000000 Penalty: 5516.481934
	Iteration 83Q: 3 clusters Score -1.196857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -11968572.000000 Penalty: 5516.481934
	Iteration 84Q: 3 clusters Score -1.196857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -11968566.000000 Penalty: 5516.481934
	Iteration 85Q: 3 clusters Score -1.196857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -11968565.000000 Penalty: 5516.481934
	Iteration 86Q: 3 clusters Score -1.196856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -11968554.000000 Penalty: 5516.481934
	Iteration 87Q: 3 clusters Score -1.196855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -11968554.000000 Penalty: 5516.481934
	Iteration 88Q: 3 clusters Score -1.196855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -11968562.000000 Penalty: 5516.481934
	Iteration 89Q: 3 clusters Score -1.196856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -11968564.000000 Penalty: 5516.481934
	Iteration 90Q: 3 clusters Score -1.196856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -11968571.000000 Penalty: 5516.481934
	Iteration 91Q: 3 clusters Score -1.196857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -11968563.000000 Penalty: 5516.481934
	Iteration 92Q: 3 clusters Score -1.196856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -11968573.000000 Penalty: 5516.481934
	Iteration 93Q: 3 clusters Score -1.196857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -11968570.000000 Penalty: 5516.481934
	Iteration 94Q: 3 clusters Score -1.196857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -11968574.000000 Penalty: 5516.481934
	Iteration 95Q: 3 clusters Score -1.196857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -11968573.000000 Penalty: 5516.481934
	Iteration 96Q: 3 clusters Score -1.196857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -11968575.000000 Penalty: 5516.481934
	Iteration 97Q: 3 clusters Score -1.196858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -11968572.000000 Penalty: 5516.481934
	Iteration 98Q: 3 clusters Score -1.196857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -11968567.000000 Penalty: 5516.481934
	Iteration 99Q: 3 clusters Score -1.196857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -11968574.000000 Penalty: 5516.481934
	Iteration 100F: 3 clusters Score -1.196857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 43187 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 29937 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Mstep: Class 32 contains 28345 members 
Mstep: Class 33 contains 42222 members 
Mstep: Class 34 contains 41464 members 
Mstep: Class 35 contains 43332 members 
Entering Unmasked Estep 
Score: -196242976.000000 Penalty: 120917.585938
Splitting cluster 16 changes total score from -196027312.000000 to -196242976.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (29937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Entering Unmasked Estep 
Score: -5165970.000000 Penalty: 2556.098877
	Iteration 0F: 2 clusters Score -5165970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -5145649.000000 Penalty: 5112.197754
	Iteration 0F: 3 clusters Score -5145649 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -5154637.000000 Penalty: 5112.197754
	Iteration 1F: 3 clusters Score -5154637 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5157132.000000 Penalty: 5112.197754
	Iteration 2F: 3 clusters Score -5157132 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5159425.000000 Penalty: 5112.197754
	Iteration 3F: 3 clusters Score -5159425 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -5161439.500000 Penalty: 5112.197754
	Iteration 4F: 3 clusters Score -5161440 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -5163089.000000 Penalty: 5112.197754
	Iteration 5F: 3 clusters Score -5163089 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -5164445.500000 Penalty: 5112.197754
	Iteration 6F: 3 clusters Score -5164446 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -5165415.500000 Penalty: 5112.197754
	Iteration 7Q: 3 clusters Score -5165416 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5166177.500000 Penalty: 5112.197754
	Iteration 8Q: 3 clusters Score -5166178 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5166623.500000 Penalty: 5112.197754
	Iteration 9Q: 3 clusters Score -5166624 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5166840.000000 Penalty: 5112.197754
	Iteration 10Q: 3 clusters Score -5166840 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5167033.500000 Penalty: 5112.197754
	Iteration 11Q: 3 clusters Score -5167034 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5167136.500000 Penalty: 5112.197754
	Iteration 12Q: 3 clusters Score -5167136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5167213.000000 Penalty: 5112.197754
	Iteration 13Q: 3 clusters Score -5167213 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5167253.500000 Penalty: 5112.197754
	Iteration 14Q: 3 clusters Score -5167254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5167274.000000 Penalty: 5112.197754
	Iteration 15Q: 3 clusters Score -5167274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5167287.000000 Penalty: 5112.197754
	Iteration 16Q: 3 clusters Score -5167287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5167299.500000 Penalty: 5112.197754
	Iteration 17Q: 3 clusters Score -5167300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5167298.500000 Penalty: 5112.197754
	Iteration 18Q: 3 clusters Score -5167298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5167311.000000 Penalty: 5112.197754
	Iteration 19Q: 3 clusters Score -5167311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5167315.500000 Penalty: 5112.197754
	Iteration 20F: 3 clusters Score -5167316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5167315.500000 Penalty: 5112.197754
	Iteration 21Q: 3 clusters Score -5167316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5167320.500000 Penalty: 5112.197754
	Iteration 22Q: 3 clusters Score -5167320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5167313.000000 Penalty: 5112.197754
	Iteration 23Q: 3 clusters Score -5167313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5167317.000000 Penalty: 5112.197754
	Iteration 24Q: 3 clusters Score -5167317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5167320.000000 Penalty: 5112.197754
	Iteration 25Q: 3 clusters Score -5167320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5167321.000000 Penalty: 5112.197754
	Iteration 26Q: 3 clusters Score -5167321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5167320.000000 Penalty: 5112.197754
	Iteration 27Q: 3 clusters Score -5167320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5167321.000000 Penalty: 5112.197754
	Iteration 28Q: 3 clusters Score -5167321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5167324.000000 Penalty: 5112.197754
	Iteration 29Q: 3 clusters Score -5167324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5167324.000000 Penalty: 5112.197754
	Iteration 30F: 3 clusters Score -5167324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 43187 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 27566 members 
Mstep: Class 18 contains 64508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Mstep: Class 32 contains 28345 members 
Mstep: Class 33 contains 42222 members 
Mstep: Class 34 contains 41464 members 
Mstep: Class 35 contains 43332 members 
Mstep: Class 36 contains 2371 members 
Entering Unmasked Estep 
Score: -196241744.000000 Penalty: 124372.375000
Splitting cluster 17 changes total score from -196027312.000000 to -196241744.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (64508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Entering Unmasked Estep 
Score: -11453559.000000 Penalty: 2746.487061
	Iteration 0F: 2 clusters Score -1.145356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -11418199.000000 Penalty: 5492.974121
	Iteration 0F: 3 clusters Score -1.14182e+07 nChanged 30042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -11435541.000000 Penalty: 5492.974121
	Iteration 1F: 3 clusters Score -1.143554e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -11437384.000000 Penalty: 5492.974121
	Iteration 2F: 3 clusters Score -1.143738e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -11440302.000000 Penalty: 5492.974121
	Iteration 3F: 3 clusters Score -1.14403e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -11444017.000000 Penalty: 5492.974121
	Iteration 4F: 3 clusters Score -1.144402e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -11447355.000000 Penalty: 5492.974121
	Iteration 5F: 3 clusters Score -1.144736e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -11449771.000000 Penalty: 5492.974121
	Iteration 6F: 3 clusters Score -1.144977e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -11451314.000000 Penalty: 5492.974121
	Iteration 7F: 3 clusters Score -1.145131e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -11452206.000000 Penalty: 5492.974121
	Iteration 8Q: 3 clusters Score -1.145221e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -11452831.000000 Penalty: 5492.974121
	Iteration 9Q: 3 clusters Score -1.145283e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -11453223.000000 Penalty: 5492.974121
	Iteration 10Q: 3 clusters Score -1.145322e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -11453402.000000 Penalty: 5492.974121
	Iteration 11Q: 3 clusters Score -1.14534e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -11453440.000000 Penalty: 5492.974121
	Iteration 12Q: 3 clusters Score -1.145344e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -11453562.000000 Penalty: 5492.974121
	Iteration 13Q: 3 clusters Score -1.145356e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -11453634.000000 Penalty: 5492.974121
	Iteration 14Q: 3 clusters Score -1.145363e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -11453653.000000 Penalty: 5492.974121
	Iteration 15Q: 3 clusters Score -1.145365e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -11453669.000000 Penalty: 5492.974121
	Iteration 16Q: 3 clusters Score -1.145367e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -11453664.000000 Penalty: 5492.974121
	Iteration 17Q: 3 clusters Score -1.145366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -11453683.000000 Penalty: 5492.974121
	Iteration 18Q: 3 clusters Score -1.145368e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -11453667.000000 Penalty: 5492.974121
	Iteration 19Q: 3 clusters Score -1.145367e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -11453690.000000 Penalty: 5492.974121
	Iteration 20F: 3 clusters Score -1.145369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -11453690.000000 Penalty: 5492.974121
	Iteration 21Q: 3 clusters Score -1.145369e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -11453707.000000 Penalty: 5492.974121
	Iteration 22Q: 3 clusters Score -1.145371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -11453699.000000 Penalty: 5492.974121
	Iteration 23Q: 3 clusters Score -1.14537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -11453713.000000 Penalty: 5492.974121
	Iteration 24Q: 3 clusters Score -1.145371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -11453705.000000 Penalty: 5492.974121
	Iteration 25Q: 3 clusters Score -1.14537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -11453697.000000 Penalty: 5492.974121
	Iteration 26Q: 3 clusters Score -1.14537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -11453695.000000 Penalty: 5492.974121
	Iteration 27Q: 3 clusters Score -1.14537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -11453699.000000 Penalty: 5492.974121
	Iteration 28Q: 3 clusters Score -1.14537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -11453705.000000 Penalty: 5492.974121
	Iteration 29Q: 3 clusters Score -1.14537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -11453702.000000 Penalty: 5492.974121
	Iteration 30Q: 3 clusters Score -1.14537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -11453716.000000 Penalty: 5492.974121
	Iteration 31Q: 3 clusters Score -1.145372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -11453717.000000 Penalty: 5492.974121
	Iteration 32Q: 3 clusters Score -1.145372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -11453709.000000 Penalty: 5492.974121
	Iteration 33Q: 3 clusters Score -1.145371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -11453726.000000 Penalty: 5492.974121
	Iteration 34Q: 3 clusters Score -1.145373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -11453721.000000 Penalty: 5492.974121
	Iteration 35Q: 3 clusters Score -1.145372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -11453697.000000 Penalty: 5492.974121
	Iteration 36Q: 3 clusters Score -1.14537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -11453683.000000 Penalty: 5492.974121
	Iteration 37Q: 3 clusters Score -1.145368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -11453694.000000 Penalty: 5492.974121
	Iteration 38Q: 3 clusters Score -1.145369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -11453705.000000 Penalty: 5492.974121
	Iteration 39Q: 3 clusters Score -1.14537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -11453707.000000 Penalty: 5492.974121
	Iteration 40F: 3 clusters Score -1.145371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -11453701.000000 Penalty: 5492.974121
	Iteration 41Q: 3 clusters Score -1.14537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -11453702.000000 Penalty: 5492.974121
	Iteration 42Q: 3 clusters Score -1.14537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -11453708.000000 Penalty: 5492.974121
	Iteration 43Q: 3 clusters Score -1.145371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -11453714.000000 Penalty: 5492.974121
	Iteration 44Q: 3 clusters Score -1.145371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -11453712.000000 Penalty: 5492.974121
	Iteration 45Q: 3 clusters Score -1.145371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -11453722.000000 Penalty: 5492.974121
	Iteration 46Q: 3 clusters Score -1.145372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -11453722.000000 Penalty: 5492.974121
	Iteration 47Q: 3 clusters Score -1.145372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -11453722.000000 Penalty: 5492.974121
	Iteration 48F: 3 clusters Score -1.145372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 43187 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 27566 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Mstep: Class 32 contains 28345 members 
Mstep: Class 33 contains 42222 members 
Mstep: Class 34 contains 41464 members 
Mstep: Class 35 contains 43332 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 62378 members 
Entering Unmasked Estep 
Score: -196240480.000000 Penalty: 127827.164062
Splitting cluster 18 changes total score from -196027312.000000 to -196240480.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -409215.093750 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -409215.1 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 1282 members 
Entering Unmasked Estep 
Score: -406412.593750 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -406412.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -407631.375000 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -407631.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -408393.406250 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -408393.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -408730.875000 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -408730.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -408913.968750 Penalty: 3878.738770
	Iteration 4F: 3 clusters Score -408914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -409015.187500 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -409015.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -409117.187500 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -409117.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -409213.312500 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -409213.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -409365.375000 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -409365.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -409511.750000 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -409511.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -409675.281250 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -409675.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -410025.093750 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -410025.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -410215.156250 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -410215.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410266.343750 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -410266.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -410306.625000 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -410306.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -410336.781250 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -410336.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -410360.218750 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -410360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -410389.343750 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -410389.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -410411.156250 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -410411.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -410445.531250 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -410445.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -410580.406250 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -410580.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -411093.031250 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -411093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -411573.593750 Penalty: 3878.738770
	Iteration 22Q: 3 clusters Score -411573.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -411615.812500 Penalty: 3878.738770
	Iteration 23Q: 3 clusters Score -411615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -411649.500000 Penalty: 3878.738770
	Iteration 24Q: 3 clusters Score -411649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -411666.812500 Penalty: 3878.738770
	Iteration 25Q: 3 clusters Score -411666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -411674.906250 Penalty: 3878.738770
	Iteration 26Q: 3 clusters Score -411674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -411680.687500 Penalty: 3878.738770
	Iteration 27Q: 3 clusters Score -411680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -411681.875000 Penalty: 3878.738770
	Iteration 28Q: 3 clusters Score -411681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -411681.875000 Penalty: 3878.738770
	Iteration 29F: 3 clusters Score -411681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 43187 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 27566 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 46906 members 
Mstep: Class 22 contains 31662 members 
Mstep: Class 23 contains 44832 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 8501 members 
Mstep: Class 27 contains 39706 members 
Mstep: Class 28 contains 49358 members 
Mstep: Class 29 contains 38725 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 8269 members 
Mstep: Class 32 contains 28345 members 
Mstep: Class 33 contains 42222 members 
Mstep: Class 34 contains 41464 members 
Mstep: Class 35 contains 43332 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 62378 members 
Mstep: Class 38 contains 996 members 
Entering Unmasked Estep 
Score: -196241584.000000 Penalty: 131281.953125
Splitting cluster 19 changes total score from -196027312.000000 to -196241584.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 35001 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 55387 members 
Mstep: Class 12 contains 69377 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 43187 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 27566 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196294000.000000 Penalty: 131281.953125
Iteration 39Q: 39 clusters Score -1.96294e+08 nChanged 92269
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 37284 members 
Mstep: Class 4 contains 40668 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 16786 members 
Mstep: Class 7 contains 38493 members 
Mstep: Class 8 contains 35303 members 
Mstep: Class 9 contains 42286 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 51297 members 
Mstep: Class 12 contains 73327 members 
Mstep: Class 13 contains 49046 members 
Mstep: Class 14 contains 47974 members 
Mstep: Class 15 contains 47596 members 
Mstep: Class 16 contains 24694 members 
Mstep: Class 17 contains 27030 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 42516 members 
Mstep: Class 22 contains 28200 members 
Mstep: Class 23 contains 43335 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 39198 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 39554 members 
Mstep: Class 28 contains 46726 members 
Mstep: Class 29 contains 40828 members 
Mstep: Class 30 contains 12937 members 
Mstep: Class 31 contains 8505 members 
Mstep: Class 32 contains 27537 members 
Mstep: Class 33 contains 43148 members 
Mstep: Class 34 contains 43442 members 
Mstep: Class 35 contains 41478 members 
Mstep: Class 36 contains 2430 members 
Mstep: Class 37 contains 56450 members 
Mstep: Class 38 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196329120.000000 Penalty: 131281.953125
Iteration 40F: 39 clusters Score -1.963291e+08 nChanged 75658
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15559 members 
Mstep: Class 3 contains 34543 members 
Mstep: Class 4 contains 42918 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 16709 members 
Mstep: Class 7 contains 31102 members 
Mstep: Class 8 contains 34614 members 
Mstep: Class 9 contains 43866 members 
Mstep: Class 10 contains 41080 members 
Mstep: Class 11 contains 45701 members 
Mstep: Class 12 contains 69636 members 
Mstep: Class 13 contains 54382 members 
Mstep: Class 14 contains 50606 members 
Mstep: Class 15 contains 49093 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 26081 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 40608 members 
Mstep: Class 22 contains 27091 members 
Mstep: Class 23 contains 45608 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 36955 members 
Mstep: Class 26 contains 8364 members 
Mstep: Class 27 contains 39752 members 
Mstep: Class 28 contains 47531 members 
Mstep: Class 29 contains 44015 members 
Mstep: Class 30 contains 12504 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 28263 members 
Mstep: Class 33 contains 46701 members 
Mstep: Class 34 contains 46753 members 
Mstep: Class 35 contains 41872 members 
Mstep: Class 36 contains 2805 members 
Mstep: Class 37 contains 53174 members 
Mstep: Class 38 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196339440.000000 Penalty: 131281.953125
Iteration 41F: 39 clusters Score -1.963394e+08 nChanged 55462
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15779 members 
Mstep: Class 3 contains 32625 members 
Mstep: Class 4 contains 45194 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 16710 members 
Mstep: Class 7 contains 25592 members 
Mstep: Class 8 contains 33895 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 42373 members 
Mstep: Class 11 contains 40667 members 
Mstep: Class 12 contains 66491 members 
Mstep: Class 13 contains 58803 members 
Mstep: Class 14 contains 52169 members 
Mstep: Class 15 contains 50519 members 
Mstep: Class 16 contains 25259 members 
Mstep: Class 17 contains 25535 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 26160 members 
Mstep: Class 23 contains 47002 members 
Mstep: Class 24 contains 1164 members 
Mstep: Class 25 contains 35221 members 
Mstep: Class 26 contains 8551 members 
Mstep: Class 27 contains 40023 members 
Mstep: Class 28 contains 48244 members 
Mstep: Class 29 contains 46289 members 
Mstep: Class 30 contains 12034 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 29716 members 
Mstep: Class 33 contains 49051 members 
Mstep: Class 34 contains 49066 members 
Mstep: Class 35 contains 42077 members 
Mstep: Class 36 contains 2961 members 
Mstep: Class 37 contains 50366 members 
Mstep: Class 38 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196342736.000000 Penalty: 131281.953125
Iteration 42Q: 39 clusters Score -1.963427e+08 nChanged 45699
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15950 members 
Mstep: Class 3 contains 31311 members 
Mstep: Class 4 contains 47137 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 16692 members 
Mstep: Class 7 contains 21933 members 
Mstep: Class 8 contains 33254 members 
Mstep: Class 9 contains 47526 members 
Mstep: Class 10 contains 43883 members 
Mstep: Class 11 contains 37508 members 
Mstep: Class 12 contains 64069 members 
Mstep: Class 13 contains 60517 members 
Mstep: Class 14 contains 53176 members 
Mstep: Class 15 contains 51294 members 
Mstep: Class 16 contains 25660 members 
Mstep: Class 17 contains 25097 members 
Mstep: Class 18 contains 2678 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 36253 members 
Mstep: Class 22 contains 25463 members 
Mstep: Class 23 contains 47901 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 34057 members 
Mstep: Class 26 contains 8779 members 
Mstep: Class 27 contains 40305 members 
Mstep: Class 28 contains 48685 members 
Mstep: Class 29 contains 47750 members 
Mstep: Class 30 contains 11690 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 31425 members 
Mstep: Class 33 contains 50432 members 
Mstep: Class 34 contains 50636 members 
Mstep: Class 35 contains 42462 members 
Mstep: Class 36 contains 3060 members 
Mstep: Class 37 contains 48083 members 
Mstep: Class 38 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196341744.000000 Penalty: 131281.953125
Iteration 43Q: 39 clusters Score -1.963417e+08 nChanged 38294
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16054 members 
Mstep: Class 3 contains 30405 members 
Mstep: Class 4 contains 48759 members 
Mstep: Class 5 contains 2211 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 19544 members 
Mstep: Class 8 contains 32683 members 
Mstep: Class 9 contains 49403 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 35805 members 
Mstep: Class 12 contains 62055 members 
Mstep: Class 13 contains 60492 members 
Mstep: Class 14 contains 53718 members 
Mstep: Class 15 contains 51445 members 
Mstep: Class 16 contains 26000 members 
Mstep: Class 17 contains 24781 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 581 members 
Mstep: Class 21 contains 34647 members 
Mstep: Class 22 contains 24900 members 
Mstep: Class 23 contains 48499 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 33461 members 
Mstep: Class 26 contains 8990 members 
Mstep: Class 27 contains 40626 members 
Mstep: Class 28 contains 48918 members 
Mstep: Class 29 contains 48465 members 
Mstep: Class 30 contains 11423 members 
Mstep: Class 31 contains 10414 members 
Mstep: Class 32 contains 33230 members 
Mstep: Class 33 contains 51013 members 
Mstep: Class 34 contains 51441 members 
Mstep: Class 35 contains 43114 members 
Mstep: Class 36 contains 3169 members 
Mstep: Class 37 contains 46443 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196341472.000000 Penalty: 131281.953125
Iteration 44Q: 39 clusters Score -1.963415e+08 nChanged 32798
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 29752 members 
Mstep: Class 4 contains 49984 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 16737 members 
Mstep: Class 7 contains 17906 members 
Mstep: Class 8 contains 32132 members 
Mstep: Class 9 contains 51280 members 
Mstep: Class 10 contains 46940 members 
Mstep: Class 11 contains 34864 members 
Mstep: Class 12 contains 60373 members 
Mstep: Class 13 contains 59635 members 
Mstep: Class 14 contains 53959 members 
Mstep: Class 15 contains 51129 members 
Mstep: Class 16 contains 26321 members 
Mstep: Class 17 contains 24592 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 33395 members 
Mstep: Class 22 contains 24431 members 
Mstep: Class 23 contains 49068 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 33274 members 
Mstep: Class 26 contains 9147 members 
Mstep: Class 27 contains 40970 members 
Mstep: Class 28 contains 49002 members 
Mstep: Class 29 contains 48708 members 
Mstep: Class 30 contains 11218 members 
Mstep: Class 31 contains 10908 members 
Mstep: Class 32 contains 35034 members 
Mstep: Class 33 contains 51139 members 
Mstep: Class 34 contains 51763 members 
Mstep: Class 35 contains 43807 members 
Mstep: Class 36 contains 3238 members 
Mstep: Class 37 contains 45233 members 
Mstep: Class 38 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196340416.000000 Penalty: 131281.953125
Iteration 45Q: 39 clusters Score -1.963404e+08 nChanged 28933
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16165 members 
Mstep: Class 3 contains 29254 members 
Mstep: Class 4 contains 50854 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 16726 members 
Mstep: Class 7 contains 16740 members 
Mstep: Class 8 contains 31678 members 
Mstep: Class 9 contains 52930 members 
Mstep: Class 10 contains 48379 members 
Mstep: Class 11 contains 34334 members 
Mstep: Class 12 contains 58885 members 
Mstep: Class 13 contains 58307 members 
Mstep: Class 14 contains 54037 members 
Mstep: Class 15 contains 50592 members 
Mstep: Class 16 contains 26624 members 
Mstep: Class 17 contains 24581 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 32547 members 
Mstep: Class 22 contains 24011 members 
Mstep: Class 23 contains 49507 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 33396 members 
Mstep: Class 26 contains 9290 members 
Mstep: Class 27 contains 41330 members 
Mstep: Class 28 contains 49034 members 
Mstep: Class 29 contains 48577 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 11373 members 
Mstep: Class 32 contains 36845 members 
Mstep: Class 33 contains 51042 members 
Mstep: Class 34 contains 51945 members 
Mstep: Class 35 contains 44434 members 
Mstep: Class 36 contains 3315 members 
Mstep: Class 37 contains 44347 members 
Mstep: Class 38 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196340960.000000 Penalty: 131281.953125
Iteration 46Q: 39 clusters Score -1.96341e+08 nChanged 26451
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16215 members 
Mstep: Class 3 contains 28807 members 
Mstep: Class 4 contains 51315 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 16681 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 31349 members 
Mstep: Class 9 contains 54208 members 
Mstep: Class 10 contains 49638 members 
Mstep: Class 11 contains 34027 members 
Mstep: Class 12 contains 57690 members 
Mstep: Class 13 contains 56651 members 
Mstep: Class 14 contains 54016 members 
Mstep: Class 15 contains 49958 members 
Mstep: Class 16 contains 26903 members 
Mstep: Class 17 contains 24675 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 32123 members 
Mstep: Class 22 contains 23613 members 
Mstep: Class 23 contains 49912 members 
Mstep: Class 24 contains 1180 members 
Mstep: Class 25 contains 33646 members 
Mstep: Class 26 contains 9393 members 
Mstep: Class 27 contains 41683 members 
Mstep: Class 28 contains 49186 members 
Mstep: Class 29 contains 48193 members 
Mstep: Class 30 contains 10843 members 
Mstep: Class 31 contains 11854 members 
Mstep: Class 32 contains 38853 members 
Mstep: Class 33 contains 50725 members 
Mstep: Class 34 contains 51848 members 
Mstep: Class 35 contains 45079 members 
Mstep: Class 36 contains 3424 members 
Mstep: Class 37 contains 43725 members 
Mstep: Class 38 contains 555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196341712.000000 Penalty: 131281.953125
Iteration 47Q: 39 clusters Score -1.963417e+08 nChanged 24390
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16236 members 
Mstep: Class 3 contains 28402 members 
Mstep: Class 4 contains 51567 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 16652 members 
Mstep: Class 7 contains 15258 members 
Mstep: Class 8 contains 31159 members 
Mstep: Class 9 contains 54931 members 
Mstep: Class 10 contains 50695 members 
Mstep: Class 11 contains 33761 members 
Mstep: Class 12 contains 56697 members 
Mstep: Class 13 contains 54928 members 
Mstep: Class 14 contains 53830 members 
Mstep: Class 15 contains 49395 members 
Mstep: Class 16 contains 27206 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 32076 members 
Mstep: Class 22 contains 23233 members 
Mstep: Class 23 contains 50071 members 
Mstep: Class 24 contains 1183 members 
Mstep: Class 25 contains 34020 members 
Mstep: Class 26 contains 9469 members 
Mstep: Class 27 contains 42000 members 
Mstep: Class 28 contains 49544 members 
Mstep: Class 29 contains 47780 members 
Mstep: Class 30 contains 10699 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 40940 members 
Mstep: Class 33 contains 50348 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 45714 members 
Mstep: Class 36 contains 3532 members 
Mstep: Class 37 contains 43252 members 
Mstep: Class 38 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196342832.000000 Penalty: 131281.953125
Iteration 48Q: 39 clusters Score -1.963428e+08 nChanged 23276
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 3 contains 28028 members 
Mstep: Class 4 contains 51732 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 16643 members 
Mstep: Class 7 contains 14716 members 
Mstep: Class 8 contains 31098 members 
Mstep: Class 9 contains 55322 members 
Mstep: Class 10 contains 51568 members 
Mstep: Class 11 contains 33492 members 
Mstep: Class 12 contains 55825 members 
Mstep: Class 13 contains 52874 members 
Mstep: Class 14 contains 53557 members 
Mstep: Class 15 contains 48892 members 
Mstep: Class 16 contains 27521 members 
Mstep: Class 17 contains 25046 members 
Mstep: Class 18 contains 2447 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 32269 members 
Mstep: Class 22 contains 22912 members 
Mstep: Class 23 contains 49928 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 34386 members 
Mstep: Class 26 contains 9519 members 
Mstep: Class 27 contains 42331 members 
Mstep: Class 28 contains 50231 members 
Mstep: Class 29 contains 47292 members 
Mstep: Class 30 contains 10576 members 
Mstep: Class 31 contains 12860 members 
Mstep: Class 32 contains 43406 members 
Mstep: Class 33 contains 50011 members 
Mstep: Class 34 contains 51154 members 
Mstep: Class 35 contains 46224 members 
Mstep: Class 36 contains 3619 members 
Mstep: Class 37 contains 42868 members 
Mstep: Class 38 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196344720.000000 Penalty: 131281.953125
Iteration 49Q: 39 clusters Score -1.963447e+08 nChanged 22198
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16298 members 
Mstep: Class 3 contains 27615 members 
Mstep: Class 4 contains 51789 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 31118 members 
Mstep: Class 9 contains 55403 members 
Mstep: Class 10 contains 52242 members 
Mstep: Class 11 contains 33297 members 
Mstep: Class 12 contains 54966 members 
Mstep: Class 13 contains 50724 members 
Mstep: Class 14 contains 53208 members 
Mstep: Class 15 contains 48461 members 
Mstep: Class 16 contains 27836 members 
Mstep: Class 17 contains 25219 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 32669 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 49744 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 34848 members 
Mstep: Class 26 contains 9571 members 
Mstep: Class 27 contains 42640 members 
Mstep: Class 28 contains 51214 members 
Mstep: Class 29 contains 46896 members 
Mstep: Class 30 contains 10428 members 
Mstep: Class 31 contains 13361 members 
Mstep: Class 32 contains 45987 members 
Mstep: Class 33 contains 49613 members 
Mstep: Class 34 contains 50768 members 
Mstep: Class 35 contains 46486 members 
Mstep: Class 36 contains 3688 members 
Mstep: Class 37 contains 42526 members 
Mstep: Class 38 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196346416.000000 Penalty: 131281.953125
Iteration 50Q: 39 clusters Score -1.963464e+08 nChanged 20667
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16329 members 
Mstep: Class 3 contains 27189 members 
Mstep: Class 4 contains 51746 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 31233 members 
Mstep: Class 9 contains 55195 members 
Mstep: Class 10 contains 52698 members 
Mstep: Class 11 contains 33048 members 
Mstep: Class 12 contains 54186 members 
Mstep: Class 13 contains 48751 members 
Mstep: Class 14 contains 52915 members 
Mstep: Class 15 contains 48011 members 
Mstep: Class 16 contains 28165 members 
Mstep: Class 17 contains 25381 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 33253 members 
Mstep: Class 22 contains 22310 members 
Mstep: Class 23 contains 49522 members 
Mstep: Class 24 contains 1189 members 
Mstep: Class 25 contains 35365 members 
Mstep: Class 26 contains 9595 members 
Mstep: Class 27 contains 42925 members 
Mstep: Class 28 contains 52409 members 
Mstep: Class 29 contains 46619 members 
Mstep: Class 30 contains 10289 members 
Mstep: Class 31 contains 13867 members 
Mstep: Class 32 contains 48405 members 
Mstep: Class 33 contains 49212 members 
Mstep: Class 34 contains 50352 members 
Mstep: Class 35 contains 46554 members 
Mstep: Class 36 contains 3779 members 
Mstep: Class 37 contains 42220 members 
Mstep: Class 38 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196347776.000000 Penalty: 131281.953125
Iteration 51Q: 39 clusters Score -1.963478e+08 nChanged 19226
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16354 members 
Mstep: Class 3 contains 26793 members 
Mstep: Class 4 contains 51641 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 16635 members 
Mstep: Class 7 contains 13738 members 
Mstep: Class 8 contains 31407 members 
Mstep: Class 9 contains 54833 members 
Mstep: Class 10 contains 52993 members 
Mstep: Class 11 contains 32848 members 
Mstep: Class 12 contains 53478 members 
Mstep: Class 13 contains 47263 members 
Mstep: Class 14 contains 52614 members 
Mstep: Class 15 contains 47548 members 
Mstep: Class 16 contains 28488 members 
Mstep: Class 17 contains 25484 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 33998 members 
Mstep: Class 22 contains 22067 members 
Mstep: Class 23 contains 49270 members 
Mstep: Class 24 contains 1191 members 
Mstep: Class 25 contains 35909 members 
Mstep: Class 26 contains 9613 members 
Mstep: Class 27 contains 43213 members 
Mstep: Class 28 contains 53714 members 
Mstep: Class 29 contains 46353 members 
Mstep: Class 30 contains 10141 members 
Mstep: Class 31 contains 14385 members 
Mstep: Class 32 contains 50202 members 
Mstep: Class 33 contains 48910 members 
Mstep: Class 34 contains 49898 members 
Mstep: Class 35 contains 46541 members 
Mstep: Class 36 contains 3866 members 
Mstep: Class 37 contains 41943 members 
Mstep: Class 38 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196349296.000000 Penalty: 131281.953125
Iteration 52Q: 39 clusters Score -1.963493e+08 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16357 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 51522 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 16598 members 
Mstep: Class 7 contains 13518 members 
Mstep: Class 8 contains 31573 members 
Mstep: Class 9 contains 54320 members 
Mstep: Class 10 contains 53245 members 
Mstep: Class 11 contains 32613 members 
Mstep: Class 12 contains 52849 members 
Mstep: Class 13 contains 46333 members 
Mstep: Class 14 contains 52435 members 
Mstep: Class 15 contains 47232 members 
Mstep: Class 16 contains 28773 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 34842 members 
Mstep: Class 22 contains 21811 members 
Mstep: Class 23 contains 48999 members 
Mstep: Class 24 contains 1192 members 
Mstep: Class 25 contains 36493 members 
Mstep: Class 26 contains 9623 members 
Mstep: Class 27 contains 43488 members 
Mstep: Class 28 contains 54914 members 
Mstep: Class 29 contains 46136 members 
Mstep: Class 30 contains 9978 members 
Mstep: Class 31 contains 14912 members 
Mstep: Class 32 contains 51480 members 
Mstep: Class 33 contains 48633 members 
Mstep: Class 34 contains 49452 members 
Mstep: Class 35 contains 46472 members 
Mstep: Class 36 contains 3944 members 
Mstep: Class 37 contains 41653 members 
Mstep: Class 38 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196350640.000000 Penalty: 131281.953125
Iteration 53Q: 39 clusters Score -1.963506e+08 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16350 members 
Mstep: Class 3 contains 25928 members 
Mstep: Class 4 contains 51355 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 13289 members 
Mstep: Class 8 contains 31749 members 
Mstep: Class 9 contains 53802 members 
Mstep: Class 10 contains 53426 members 
Mstep: Class 11 contains 32401 members 
Mstep: Class 12 contains 52285 members 
Mstep: Class 13 contains 45895 members 
Mstep: Class 14 contains 52207 members 
Mstep: Class 15 contains 46982 members 
Mstep: Class 16 contains 29105 members 
Mstep: Class 17 contains 25552 members 
Mstep: Class 18 contains 2390 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 35714 members 
Mstep: Class 22 contains 21509 members 
Mstep: Class 23 contains 48753 members 
Mstep: Class 24 contains 1193 members 
Mstep: Class 25 contains 37106 members 
Mstep: Class 26 contains 9629 members 
Mstep: Class 27 contains 43745 members 
Mstep: Class 28 contains 56162 members 
Mstep: Class 29 contains 45982 members 
Mstep: Class 30 contains 9776 members 
Mstep: Class 31 contains 15443 members 
Mstep: Class 32 contains 52298 members 
Mstep: Class 33 contains 48320 members 
Mstep: Class 34 contains 49025 members 
Mstep: Class 35 contains 46331 members 
Mstep: Class 36 contains 4023 members 
Mstep: Class 37 contains 41375 members 
Mstep: Class 38 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196351712.000000 Penalty: 131281.953125
Iteration 54Q: 39 clusters Score -1.963517e+08 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16327 members 
Mstep: Class 3 contains 25513 members 
Mstep: Class 4 contains 51272 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 16570 members 
Mstep: Class 7 contains 13058 members 
Mstep: Class 8 contains 31919 members 
Mstep: Class 9 contains 53233 members 
Mstep: Class 10 contains 53579 members 
Mstep: Class 11 contains 32156 members 
Mstep: Class 12 contains 51787 members 
Mstep: Class 13 contains 45781 members 
Mstep: Class 14 contains 52047 members 
Mstep: Class 15 contains 46768 members 
Mstep: Class 16 contains 29427 members 
Mstep: Class 17 contains 25482 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 36564 members 
Mstep: Class 22 contains 21157 members 
Mstep: Class 23 contains 48545 members 
Mstep: Class 24 contains 1197 members 
Mstep: Class 25 contains 37741 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 43977 members 
Mstep: Class 28 contains 57269 members 
Mstep: Class 29 contains 45947 members 
Mstep: Class 30 contains 9566 members 
Mstep: Class 31 contains 15950 members 
Mstep: Class 32 contains 52757 members 
Mstep: Class 33 contains 48028 members 
Mstep: Class 34 contains 48702 members 
Mstep: Class 35 contains 46075 members 
Mstep: Class 36 contains 4125 members 
Mstep: Class 37 contains 41098 members 
Mstep: Class 38 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196353312.000000 Penalty: 131281.953125
Iteration 55Q: 39 clusters Score -1.963533e+08 nChanged 16311
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16310 members 
Mstep: Class 3 contains 25115 members 
Mstep: Class 4 contains 51188 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 16537 members 
Mstep: Class 7 contains 12834 members 
Mstep: Class 8 contains 32114 members 
Mstep: Class 9 contains 52650 members 
Mstep: Class 10 contains 53718 members 
Mstep: Class 11 contains 31894 members 
Mstep: Class 12 contains 51273 members 
Mstep: Class 13 contains 46025 members 
Mstep: Class 14 contains 51915 members 
Mstep: Class 15 contains 46660 members 
Mstep: Class 16 contains 29743 members 
Mstep: Class 17 contains 25397 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 37454 members 
Mstep: Class 22 contains 20827 members 
Mstep: Class 23 contains 48374 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 38432 members 
Mstep: Class 26 contains 9675 members 
Mstep: Class 27 contains 44180 members 
Mstep: Class 28 contains 58081 members 
Mstep: Class 29 contains 45950 members 
Mstep: Class 30 contains 9358 members 
Mstep: Class 31 contains 16498 members 
Mstep: Class 32 contains 52927 members 
Mstep: Class 33 contains 47638 members 
Mstep: Class 34 contains 48382 members 
Mstep: Class 35 contains 45828 members 
Mstep: Class 36 contains 4231 members 
Mstep: Class 37 contains 40831 members 
Mstep: Class 38 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196354896.000000 Penalty: 131281.953125
Iteration 56Q: 39 clusters Score -1.963549e+08 nChanged 15417
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16299 members 
Mstep: Class 3 contains 24667 members 
Mstep: Class 4 contains 51115 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 16512 members 
Mstep: Class 7 contains 12641 members 
Mstep: Class 8 contains 32306 members 
Mstep: Class 9 contains 52170 members 
Mstep: Class 10 contains 53854 members 
Mstep: Class 11 contains 31679 members 
Mstep: Class 12 contains 50723 members 
Mstep: Class 13 contains 46502 members 
Mstep: Class 14 contains 51813 members 
Mstep: Class 15 contains 46604 members 
Mstep: Class 16 contains 30025 members 
Mstep: Class 17 contains 25273 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 20499 members 
Mstep: Class 23 contains 48272 members 
Mstep: Class 24 contains 1211 members 
Mstep: Class 25 contains 39126 members 
Mstep: Class 26 contains 9703 members 
Mstep: Class 27 contains 44376 members 
Mstep: Class 28 contains 58573 members 
Mstep: Class 29 contains 45876 members 
Mstep: Class 30 contains 9135 members 
Mstep: Class 31 contains 17117 members 
Mstep: Class 32 contains 52808 members 
Mstep: Class 33 contains 47317 members 
Mstep: Class 34 contains 48160 members 
Mstep: Class 35 contains 45565 members 
Mstep: Class 36 contains 4336 members 
Mstep: Class 37 contains 40583 members 
Mstep: Class 38 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196356960.000000 Penalty: 131281.953125
Iteration 57Q: 39 clusters Score -1.96357e+08 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16286 members 
Mstep: Class 3 contains 24252 members 
Mstep: Class 4 contains 50989 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 16476 members 
Mstep: Class 7 contains 12467 members 
Mstep: Class 8 contains 32489 members 
Mstep: Class 9 contains 51728 members 
Mstep: Class 10 contains 53932 members 
Mstep: Class 11 contains 31553 members 
Mstep: Class 12 contains 50106 members 
Mstep: Class 13 contains 47067 members 
Mstep: Class 14 contains 51705 members 
Mstep: Class 15 contains 46594 members 
Mstep: Class 16 contains 30290 members 
Mstep: Class 17 contains 25151 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 39435 members 
Mstep: Class 22 contains 20181 members 
Mstep: Class 23 contains 48093 members 
Mstep: Class 24 contains 1220 members 
Mstep: Class 25 contains 39807 members 
Mstep: Class 26 contains 9723 members 
Mstep: Class 27 contains 44591 members 
Mstep: Class 28 contains 58728 members 
Mstep: Class 29 contains 45891 members 
Mstep: Class 30 contains 8933 members 
Mstep: Class 31 contains 17839 members 
Mstep: Class 32 contains 52486 members 
Mstep: Class 33 contains 47033 members 
Mstep: Class 34 contains 47965 members 
Mstep: Class 35 contains 45382 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 40386 members 
Mstep: Class 38 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196359840.000000 Penalty: 131281.953125
Iteration 58Q: 39 clusters Score -1.963598e+08 nChanged 14877
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 23864 members 
Mstep: Class 4 contains 50809 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 16450 members 
Mstep: Class 7 contains 12282 members 
Mstep: Class 8 contains 32685 members 
Mstep: Class 9 contains 51269 members 
Mstep: Class 10 contains 53977 members 
Mstep: Class 11 contains 31512 members 
Mstep: Class 12 contains 49424 members 
Mstep: Class 13 contains 47661 members 
Mstep: Class 14 contains 51600 members 
Mstep: Class 15 contains 46578 members 
Mstep: Class 16 contains 30547 members 
Mstep: Class 17 contains 25054 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 40562 members 
Mstep: Class 22 contains 19871 members 
Mstep: Class 23 contains 47957 members 
Mstep: Class 24 contains 1230 members 
Mstep: Class 25 contains 40459 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 44777 members 
Mstep: Class 28 contains 58567 members 
Mstep: Class 29 contains 45953 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 18593 members 
Mstep: Class 32 contains 52054 members 
Mstep: Class 33 contains 46798 members 
Mstep: Class 34 contains 47822 members 
Mstep: Class 35 contains 45258 members 
Mstep: Class 36 contains 4510 members 
Mstep: Class 37 contains 40256 members 
Mstep: Class 38 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196361504.000000 Penalty: 131281.953125
Iteration 59Q: 39 clusters Score -1.963615e+08 nChanged 14602
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 23519 members 
Mstep: Class 4 contains 50634 members 
Mstep: Class 5 contains 2598 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 12100 members 
Mstep: Class 8 contains 32880 members 
Mstep: Class 9 contains 50872 members 
Mstep: Class 10 contains 53988 members 
Mstep: Class 11 contains 31593 members 
Mstep: Class 12 contains 48716 members 
Mstep: Class 13 contains 48310 members 
Mstep: Class 14 contains 51512 members 
Mstep: Class 15 contains 46583 members 
Mstep: Class 16 contains 30761 members 
Mstep: Class 17 contains 24932 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 41715 members 
Mstep: Class 22 contains 19593 members 
Mstep: Class 23 contains 47824 members 
Mstep: Class 24 contains 1238 members 
Mstep: Class 25 contains 41146 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 44962 members 
Mstep: Class 28 contains 58066 members 
Mstep: Class 29 contains 45950 members 
Mstep: Class 30 contains 8596 members 
Mstep: Class 31 contains 19416 members 
Mstep: Class 32 contains 51468 members 
Mstep: Class 33 contains 46648 members 
Mstep: Class 34 contains 47709 members 
Mstep: Class 35 contains 45182 members 
Mstep: Class 36 contains 4622 members 
Mstep: Class 37 contains 40142 members 
Mstep: Class 38 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196363360.000000 Penalty: 131281.953125
Iteration 60F: 39 clusters Score -1.963634e+08 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 23118 members 
Mstep: Class 4 contains 50504 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 16392 members 
Mstep: Class 7 contains 11935 members 
Mstep: Class 8 contains 33045 members 
Mstep: Class 9 contains 50547 members 
Mstep: Class 10 contains 54003 members 
Mstep: Class 11 contains 31659 members 
Mstep: Class 12 contains 48042 members 
Mstep: Class 13 contains 48651 members 
Mstep: Class 14 contains 51485 members 
Mstep: Class 15 contains 46655 members 
Mstep: Class 16 contains 30991 members 
Mstep: Class 17 contains 24802 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 42866 members 
Mstep: Class 22 contains 19298 members 
Mstep: Class 23 contains 47710 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 41793 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 45065 members 
Mstep: Class 28 contains 57496 members 
Mstep: Class 29 contains 45905 members 
Mstep: Class 30 contains 8431 members 
Mstep: Class 31 contains 20282 members 
Mstep: Class 32 contains 51240 members 
Mstep: Class 33 contains 46437 members 
Mstep: Class 34 contains 47594 members 
Mstep: Class 35 contains 45118 members 
Mstep: Class 36 contains 4763 members 
Mstep: Class 37 contains 39932 members 
Mstep: Class 38 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196365552.000000 Penalty: 131281.953125
Iteration 61Q: 39 clusters Score -1.963656e+08 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16219 members 
Mstep: Class 3 contains 22703 members 
Mstep: Class 4 contains 50467 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 33199 members 
Mstep: Class 9 contains 50309 members 
Mstep: Class 10 contains 53957 members 
Mstep: Class 11 contains 31833 members 
Mstep: Class 12 contains 47334 members 
Mstep: Class 13 contains 49036 members 
Mstep: Class 14 contains 51427 members 
Mstep: Class 15 contains 46763 members 
Mstep: Class 16 contains 31224 members 
Mstep: Class 17 contains 24618 members 
Mstep: Class 18 contains 2696 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 44001 members 
Mstep: Class 22 contains 19005 members 
Mstep: Class 23 contains 47557 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 42356 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 45136 members 
Mstep: Class 28 contains 56753 members 
Mstep: Class 29 contains 45873 members 
Mstep: Class 30 contains 8278 members 
Mstep: Class 31 contains 21240 members 
Mstep: Class 32 contains 50867 members 
Mstep: Class 33 contains 46259 members 
Mstep: Class 34 contains 47497 members 
Mstep: Class 35 contains 45082 members 
Mstep: Class 36 contains 4971 members 
Mstep: Class 37 contains 39786 members 
Mstep: Class 38 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196367472.000000 Penalty: 131281.953125
Iteration 62Q: 39 clusters Score -1.963675e+08 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16184 members 
Mstep: Class 3 contains 22306 members 
Mstep: Class 4 contains 50466 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 11541 members 
Mstep: Class 8 contains 33386 members 
Mstep: Class 9 contains 50068 members 
Mstep: Class 10 contains 53933 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 46586 members 
Mstep: Class 13 contains 49498 members 
Mstep: Class 14 contains 51423 members 
Mstep: Class 15 contains 46804 members 
Mstep: Class 16 contains 31462 members 
Mstep: Class 17 contains 24447 members 
Mstep: Class 18 contains 2858 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 559 members 
Mstep: Class 21 contains 45028 members 
Mstep: Class 22 contains 18698 members 
Mstep: Class 23 contains 47444 members 
Mstep: Class 24 contains 1244 members 
Mstep: Class 25 contains 42883 members 
Mstep: Class 26 contains 9750 members 
Mstep: Class 27 contains 45152 members 
Mstep: Class 28 contains 55932 members 
Mstep: Class 29 contains 45811 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 22178 members 
Mstep: Class 32 contains 50247 members 
Mstep: Class 33 contains 46138 members 
Mstep: Class 34 contains 47485 members 
Mstep: Class 35 contains 45069 members 
Mstep: Class 36 contains 5175 members 
Mstep: Class 37 contains 39726 members 
Mstep: Class 38 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196368832.000000 Penalty: 131281.953125
Iteration 63Q: 39 clusters Score -1.963688e+08 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16144 members 
Mstep: Class 3 contains 21922 members 
Mstep: Class 4 contains 50463 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 33567 members 
Mstep: Class 9 contains 49830 members 
Mstep: Class 10 contains 53928 members 
Mstep: Class 11 contains 32582 members 
Mstep: Class 12 contains 45904 members 
Mstep: Class 13 contains 49883 members 
Mstep: Class 14 contains 51349 members 
Mstep: Class 15 contains 46874 members 
Mstep: Class 16 contains 31702 members 
Mstep: Class 17 contains 24292 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 45996 members 
Mstep: Class 22 contains 18368 members 
Mstep: Class 23 contains 47327 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 43387 members 
Mstep: Class 26 contains 9759 members 
Mstep: Class 27 contains 45167 members 
Mstep: Class 28 contains 55144 members 
Mstep: Class 29 contains 45745 members 
Mstep: Class 30 contains 7977 members 
Mstep: Class 31 contains 23186 members 
Mstep: Class 32 contains 49547 members 
Mstep: Class 33 contains 46034 members 
Mstep: Class 34 contains 47397 members 
Mstep: Class 35 contains 45095 members 
Mstep: Class 36 contains 5338 members 
Mstep: Class 37 contains 39661 members 
Mstep: Class 38 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196369312.000000 Penalty: 131281.953125
Iteration 64Q: 39 clusters Score -1.963693e+08 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16103 members 
Mstep: Class 3 contains 21517 members 
Mstep: Class 4 contains 50464 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 11190 members 
Mstep: Class 8 contains 33777 members 
Mstep: Class 9 contains 49607 members 
Mstep: Class 10 contains 53931 members 
Mstep: Class 11 contains 33140 members 
Mstep: Class 12 contains 45306 members 
Mstep: Class 13 contains 50214 members 
Mstep: Class 14 contains 51316 members 
Mstep: Class 15 contains 46897 members 
Mstep: Class 16 contains 31951 members 
Mstep: Class 17 contains 24124 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 46900 members 
Mstep: Class 22 contains 18027 members 
Mstep: Class 23 contains 47318 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 43847 members 
Mstep: Class 26 contains 9779 members 
Mstep: Class 27 contains 45202 members 
Mstep: Class 28 contains 54361 members 
Mstep: Class 29 contains 45566 members 
Mstep: Class 30 contains 7836 members 
Mstep: Class 31 contains 24206 members 
Mstep: Class 32 contains 48756 members 
Mstep: Class 33 contains 45969 members 
Mstep: Class 34 contains 47302 members 
Mstep: Class 35 contains 45103 members 
Mstep: Class 36 contains 5497 members 
Mstep: Class 37 contains 39599 members 
Mstep: Class 38 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196371152.000000 Penalty: 131281.953125
Iteration 65Q: 39 clusters Score -1.963712e+08 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16072 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 50516 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 16291 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 49375 members 
Mstep: Class 10 contains 53941 members 
Mstep: Class 11 contains 33771 members 
Mstep: Class 12 contains 44717 members 
Mstep: Class 13 contains 50472 members 
Mstep: Class 14 contains 51347 members 
Mstep: Class 15 contains 46941 members 
Mstep: Class 16 contains 32203 members 
Mstep: Class 17 contains 23991 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 47682 members 
Mstep: Class 22 contains 17658 members 
Mstep: Class 23 contains 47237 members 
Mstep: Class 24 contains 1245 members 
Mstep: Class 25 contains 44250 members 
Mstep: Class 26 contains 9794 members 
Mstep: Class 27 contains 45276 members 
Mstep: Class 28 contains 53582 members 
Mstep: Class 29 contains 45413 members 
Mstep: Class 30 contains 7727 members 
Mstep: Class 31 contains 25278 members 
Mstep: Class 32 contains 47970 members 
Mstep: Class 33 contains 45883 members 
Mstep: Class 34 contains 47218 members 
Mstep: Class 35 contains 45031 members 
Mstep: Class 36 contains 5637 members 
Mstep: Class 37 contains 39542 members 
Mstep: Class 38 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196372624.000000 Penalty: 131281.953125
Iteration 66Q: 39 clusters Score -1.963726e+08 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16052 members 
Mstep: Class 3 contains 20883 members 
Mstep: Class 4 contains 50603 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 6 contains 16265 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 34259 members 
Mstep: Class 9 contains 49192 members 
Mstep: Class 10 contains 53945 members 
Mstep: Class 11 contains 34493 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 50671 members 
Mstep: Class 14 contains 51410 members 
Mstep: Class 15 contains 47042 members 
Mstep: Class 16 contains 32431 members 
Mstep: Class 17 contains 23855 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 48344 members 
Mstep: Class 22 contains 17259 members 
Mstep: Class 23 contains 47180 members 
Mstep: Class 24 contains 1245 members 
Mstep: Class 25 contains 44569 members 
Mstep: Class 26 contains 9812 members 
Mstep: Class 27 contains 45363 members 
Mstep: Class 28 contains 52757 members 
Mstep: Class 29 contains 45254 members 
Mstep: Class 30 contains 7632 members 
Mstep: Class 31 contains 26333 members 
Mstep: Class 32 contains 47217 members 
Mstep: Class 33 contains 45912 members 
Mstep: Class 34 contains 47144 members 
Mstep: Class 35 contains 44954 members 
Mstep: Class 36 contains 5723 members 
Mstep: Class 37 contains 39471 members 
Mstep: Class 38 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373392.000000 Penalty: 131281.953125
Iteration 67Q: 39 clusters Score -1.963734e+08 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16020 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 50686 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 16259 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 34542 members 
Mstep: Class 9 contains 49037 members 
Mstep: Class 10 contains 53879 members 
Mstep: Class 11 contains 35229 members 
Mstep: Class 12 contains 43408 members 
Mstep: Class 13 contains 50846 members 
Mstep: Class 14 contains 51443 members 
Mstep: Class 15 contains 47062 members 
Mstep: Class 16 contains 32679 members 
Mstep: Class 17 contains 23750 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 48907 members 
Mstep: Class 22 contains 16837 members 
Mstep: Class 23 contains 47227 members 
Mstep: Class 24 contains 1245 members 
Mstep: Class 25 contains 44810 members 
Mstep: Class 26 contains 9823 members 
Mstep: Class 27 contains 45431 members 
Mstep: Class 28 contains 51988 members 
Mstep: Class 29 contains 45084 members 
Mstep: Class 30 contains 7537 members 
Mstep: Class 31 contains 27417 members 
Mstep: Class 32 contains 46502 members 
Mstep: Class 33 contains 45965 members 
Mstep: Class 34 contains 47081 members 
Mstep: Class 35 contains 44905 members 
Mstep: Class 36 contains 5826 members 
Mstep: Class 37 contains 39405 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196374352.000000 Penalty: 131281.953125
Iteration 68Q: 39 clusters Score -1.963744e+08 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15989 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 50768 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 6 contains 16272 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 34850 members 
Mstep: Class 9 contains 48861 members 
Mstep: Class 10 contains 53785 members 
Mstep: Class 11 contains 36030 members 
Mstep: Class 12 contains 42744 members 
Mstep: Class 13 contains 50886 members 
Mstep: Class 14 contains 51442 members 
Mstep: Class 15 contains 47131 members 
Mstep: Class 16 contains 32879 members 
Mstep: Class 17 contains 23648 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 49355 members 
Mstep: Class 22 contains 16396 members 
Mstep: Class 23 contains 47236 members 
Mstep: Class 24 contains 1245 members 
Mstep: Class 25 contains 45013 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 45510 members 
Mstep: Class 28 contains 51323 members 
Mstep: Class 29 contains 44927 members 
Mstep: Class 30 contains 7448 members 
Mstep: Class 31 contains 28552 members 
Mstep: Class 32 contains 45841 members 
Mstep: Class 33 contains 45988 members 
Mstep: Class 34 contains 46965 members 
Mstep: Class 35 contains 44967 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 39348 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375440.000000 Penalty: 131281.953125
Iteration 69Q: 39 clusters Score -1.963754e+08 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15968 members 
Mstep: Class 3 contains 20106 members 
Mstep: Class 4 contains 50836 members 
Mstep: Class 5 contains 2635 members 
Mstep: Class 6 contains 16303 members 
Mstep: Class 7 contains 10575 members 
Mstep: Class 8 contains 35189 members 
Mstep: Class 9 contains 48699 members 
Mstep: Class 10 contains 53684 members 
Mstep: Class 11 contains 36832 members 
Mstep: Class 12 contains 42066 members 
Mstep: Class 13 contains 50921 members 
Mstep: Class 14 contains 51463 members 
Mstep: Class 15 contains 47188 members 
Mstep: Class 16 contains 33088 members 
Mstep: Class 17 contains 23519 members 
Mstep: Class 18 contains 3399 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 49733 members 
Mstep: Class 22 contains 15914 members 
Mstep: Class 23 contains 47226 members 
Mstep: Class 24 contains 1244 members 
Mstep: Class 25 contains 45110 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 45592 members 
Mstep: Class 28 contains 50703 members 
Mstep: Class 29 contains 44773 members 
Mstep: Class 30 contains 7362 members 
Mstep: Class 31 contains 29699 members 
Mstep: Class 32 contains 45292 members 
Mstep: Class 33 contains 46034 members 
Mstep: Class 34 contains 46825 members 
Mstep: Class 35 contains 45065 members 
Mstep: Class 36 contains 5993 members 
Mstep: Class 37 contains 39300 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196377264.000000 Penalty: 131281.953125
Iteration 70Q: 39 clusters Score -1.963773e+08 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15938 members 
Mstep: Class 3 contains 19897 members 
Mstep: Class 4 contains 50882 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 16344 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 35536 members 
Mstep: Class 9 contains 48604 members 
Mstep: Class 10 contains 53561 members 
Mstep: Class 11 contains 37639 members 
Mstep: Class 12 contains 41423 members 
Mstep: Class 13 contains 50785 members 
Mstep: Class 14 contains 51469 members 
Mstep: Class 15 contains 47266 members 
Mstep: Class 16 contains 33271 members 
Mstep: Class 17 contains 23406 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 50011 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 47227 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 45165 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 45669 members 
Mstep: Class 28 contains 50027 members 
Mstep: Class 29 contains 44651 members 
Mstep: Class 30 contains 7293 members 
Mstep: Class 31 contains 30853 members 
Mstep: Class 32 contains 44891 members 
Mstep: Class 33 contains 46116 members 
Mstep: Class 34 contains 46695 members 
Mstep: Class 35 contains 45135 members 
Mstep: Class 36 contains 6071 members 
Mstep: Class 37 contains 39272 members 
Mstep: Class 38 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196378592.000000 Penalty: 131281.953125
Iteration 71Q: 39 clusters Score -1.963786e+08 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15916 members 
Mstep: Class 3 contains 19677 members 
Mstep: Class 4 contains 50944 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 10398 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 48545 members 
Mstep: Class 10 contains 53450 members 
Mstep: Class 11 contains 38478 members 
Mstep: Class 12 contains 40795 members 
Mstep: Class 13 contains 50583 members 
Mstep: Class 14 contains 51511 members 
Mstep: Class 15 contains 47321 members 
Mstep: Class 16 contains 33412 members 
Mstep: Class 17 contains 23309 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 50192 members 
Mstep: Class 22 contains 14955 members 
Mstep: Class 23 contains 47283 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 45172 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 45755 members 
Mstep: Class 28 contains 49289 members 
Mstep: Class 29 contains 44561 members 
Mstep: Class 30 contains 7219 members 
Mstep: Class 31 contains 31980 members 
Mstep: Class 32 contains 44524 members 
Mstep: Class 33 contains 46260 members 
Mstep: Class 34 contains 46653 members 
Mstep: Class 35 contains 45187 members 
Mstep: Class 36 contains 6130 members 
Mstep: Class 37 contains 39251 members 
Mstep: Class 38 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196379952.000000 Penalty: 131281.953125
Iteration 72Q: 39 clusters Score -1.9638e+08 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15896 members 
Mstep: Class 3 contains 19454 members 
Mstep: Class 4 contains 51026 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 16472 members 
Mstep: Class 7 contains 10291 members 
Mstep: Class 8 contains 36166 members 
Mstep: Class 9 contains 48480 members 
Mstep: Class 10 contains 53350 members 
Mstep: Class 11 contains 39248 members 
Mstep: Class 12 contains 40219 members 
Mstep: Class 13 contains 50421 members 
Mstep: Class 14 contains 51572 members 
Mstep: Class 15 contains 47352 members 
Mstep: Class 16 contains 33570 members 
Mstep: Class 17 contains 23210 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 14496 members 
Mstep: Class 23 contains 47358 members 
Mstep: Class 24 contains 1244 members 
Mstep: Class 25 contains 45133 members 
Mstep: Class 26 contains 9852 members 
Mstep: Class 27 contains 45818 members 
Mstep: Class 28 contains 48481 members 
Mstep: Class 29 contains 44541 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 33104 members 
Mstep: Class 32 contains 44179 members 
Mstep: Class 33 contains 46430 members 
Mstep: Class 34 contains 46696 members 
Mstep: Class 35 contains 45185 members 
Mstep: Class 36 contains 6190 members 
Mstep: Class 37 contains 39247 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196381696.000000 Penalty: 131281.953125
Iteration 73Q: 39 clusters Score -1.963817e+08 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15868 members 
Mstep: Class 3 contains 19252 members 
Mstep: Class 4 contains 51128 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 16546 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 36478 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 53257 members 
Mstep: Class 11 contains 39947 members 
Mstep: Class 12 contains 39594 members 
Mstep: Class 13 contains 50294 members 
Mstep: Class 14 contains 51611 members 
Mstep: Class 15 contains 47339 members 
Mstep: Class 16 contains 33718 members 
Mstep: Class 17 contains 23117 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 50213 members 
Mstep: Class 22 contains 14007 members 
Mstep: Class 23 contains 47508 members 
Mstep: Class 24 contains 1244 members 
Mstep: Class 25 contains 45045 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 45878 members 
Mstep: Class 28 contains 47823 members 
Mstep: Class 29 contains 44484 members 
Mstep: Class 30 contains 7094 members 
Mstep: Class 31 contains 34285 members 
Mstep: Class 32 contains 43858 members 
Mstep: Class 33 contains 46580 members 
Mstep: Class 34 contains 46686 members 
Mstep: Class 35 contains 45256 members 
Mstep: Class 36 contains 6239 members 
Mstep: Class 37 contains 39254 members 
Mstep: Class 38 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196383680.000000 Penalty: 131281.953125
Iteration 74Q: 39 clusters Score -1.963837e+08 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15849 members 
Mstep: Class 3 contains 19056 members 
Mstep: Class 4 contains 51173 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 16667 members 
Mstep: Class 7 contains 10119 members 
Mstep: Class 8 contains 36783 members 
Mstep: Class 9 contains 48250 members 
Mstep: Class 10 contains 53125 members 
Mstep: Class 11 contains 40577 members 
Mstep: Class 12 contains 39023 members 
Mstep: Class 13 contains 50227 members 
Mstep: Class 14 contains 51601 members 
Mstep: Class 15 contains 47327 members 
Mstep: Class 16 contains 33827 members 
Mstep: Class 17 contains 23030 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 50132 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 47679 members 
Mstep: Class 24 contains 1244 members 
Mstep: Class 25 contains 44975 members 
Mstep: Class 26 contains 9865 members 
Mstep: Class 27 contains 45929 members 
Mstep: Class 28 contains 47259 members 
Mstep: Class 29 contains 44405 members 
Mstep: Class 30 contains 7032 members 
Mstep: Class 31 contains 35439 members 
Mstep: Class 32 contains 43545 members 
Mstep: Class 33 contains 46677 members 
Mstep: Class 34 contains 46776 members 
Mstep: Class 35 contains 45363 members 
Mstep: Class 36 contains 6302 members 
Mstep: Class 37 contains 39265 members 
Mstep: Class 38 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385344.000000 Penalty: 131281.953125
Iteration 75Q: 39 clusters Score -1.963853e+08 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15816 members 
Mstep: Class 3 contains 18874 members 
Mstep: Class 4 contains 51190 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 16752 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 37085 members 
Mstep: Class 9 contains 48144 members 
Mstep: Class 10 contains 53031 members 
Mstep: Class 11 contains 41191 members 
Mstep: Class 12 contains 38504 members 
Mstep: Class 13 contains 50199 members 
Mstep: Class 14 contains 51450 members 
Mstep: Class 15 contains 47296 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 22917 members 
Mstep: Class 18 contains 3624 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 50024 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44855 members 
Mstep: Class 26 contains 9866 members 
Mstep: Class 27 contains 45987 members 
Mstep: Class 28 contains 46900 members 
Mstep: Class 29 contains 44323 members 
Mstep: Class 30 contains 6965 members 
Mstep: Class 31 contains 36565 members 
Mstep: Class 32 contains 43257 members 
Mstep: Class 33 contains 46712 members 
Mstep: Class 34 contains 46790 members 
Mstep: Class 35 contains 45423 members 
Mstep: Class 36 contains 6362 members 
Mstep: Class 37 contains 39262 members 
Mstep: Class 38 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386352.000000 Penalty: 131281.953125
Iteration 76Q: 39 clusters Score -1.963864e+08 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15789 members 
Mstep: Class 3 contains 18680 members 
Mstep: Class 4 contains 51212 members 
Mstep: Class 5 contains 2620 members 
Mstep: Class 6 contains 16814 members 
Mstep: Class 7 contains 9953 members 
Mstep: Class 8 contains 37353 members 
Mstep: Class 9 contains 48028 members 
Mstep: Class 10 contains 52918 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 12 contains 38018 members 
Mstep: Class 13 contains 50155 members 
Mstep: Class 14 contains 51299 members 
Mstep: Class 15 contains 47236 members 
Mstep: Class 16 contains 34088 members 
Mstep: Class 17 contains 22836 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 49906 members 
Mstep: Class 22 contains 12925 members 
Mstep: Class 23 contains 47996 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44751 members 
Mstep: Class 26 contains 9858 members 
Mstep: Class 27 contains 46046 members 
Mstep: Class 28 contains 46596 members 
Mstep: Class 29 contains 44288 members 
Mstep: Class 30 contains 6901 members 
Mstep: Class 31 contains 37611 members 
Mstep: Class 32 contains 43021 members 
Mstep: Class 33 contains 46730 members 
Mstep: Class 34 contains 46767 members 
Mstep: Class 35 contains 45392 members 
Mstep: Class 36 contains 6412 members 
Mstep: Class 37 contains 39285 members 
Mstep: Class 38 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388000.000000 Penalty: 131281.953125
Iteration 77Q: 39 clusters Score -1.96388e+08 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15762 members 
Mstep: Class 3 contains 18514 members 
Mstep: Class 4 contains 51201 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 16836 members 
Mstep: Class 7 contains 9869 members 
Mstep: Class 8 contains 37635 members 
Mstep: Class 9 contains 47957 members 
Mstep: Class 10 contains 52821 members 
Mstep: Class 11 contains 42343 members 
Mstep: Class 12 contains 37549 members 
Mstep: Class 13 contains 50106 members 
Mstep: Class 14 contains 51123 members 
Mstep: Class 15 contains 47178 members 
Mstep: Class 16 contains 34194 members 
Mstep: Class 17 contains 22757 members 
Mstep: Class 18 contains 3726 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 49763 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 48050 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44672 members 
Mstep: Class 26 contains 9835 members 
Mstep: Class 27 contains 46090 members 
Mstep: Class 28 contains 46360 members 
Mstep: Class 29 contains 44210 members 
Mstep: Class 30 contains 6836 members 
Mstep: Class 31 contains 38691 members 
Mstep: Class 32 contains 42799 members 
Mstep: Class 33 contains 46771 members 
Mstep: Class 34 contains 46734 members 
Mstep: Class 35 contains 45377 members 
Mstep: Class 36 contains 6442 members 
Mstep: Class 37 contains 39309 members 
Mstep: Class 38 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389984.000000 Penalty: 131281.953125
Iteration 78Q: 39 clusters Score -1.9639e+08 nChanged 9401
Entering ConstructFrom: 
Score: -196389984.000000 Penalty: 131281.953125
Entering ConstructFrom: 
Trying to split cluster 1 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -130616.539062 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -130616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128784.289062 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -128784.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129409.156250 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -129409.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129731.625000 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -129731.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129968.531250 Penalty: 3462.578857
	Iteration 3F: 3 clusters Score -129968.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130147.968750 Penalty: 3462.578857
	Iteration 4F: 3 clusters Score -130148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -130217.625000 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -130217.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130276.335938 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -130276.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -130341.882812 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -130341.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -130393.000000 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -130393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130433.296875 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -130433.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130458.257812 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -130458.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -130488.171875 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -130488.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130516.703125 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -130516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -130530.382812 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -130530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -130543.187500 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -130543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130550.359375 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -130550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130555.304688 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -130555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -130559.921875 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -130559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -130571.523438 Penalty: 3462.578857
	Iteration 18Q: 3 clusters Score -130571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -130582.039062 Penalty: 3462.578857
	Iteration 19Q: 3 clusters Score -130582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130585.835938 Penalty: 3462.578857
	Iteration 20F: 3 clusters Score -130585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -130586.781250 Penalty: 3462.578857
	Iteration 21Q: 3 clusters Score -130586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130587.210938 Penalty: 3462.578857
	Iteration 22Q: 3 clusters Score -130587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130587.210938 Penalty: 3462.578857
	Iteration 23F: 3 clusters Score -130587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Entering Unmasked Estep 
Score: -2790144.000000 Penalty: 2396.614990
	Iteration 0F: 2 clusters Score -2790144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2778795.500000 Penalty: 4793.229980
	Iteration 0F: 3 clusters Score -2778796 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2782515.750000 Penalty: 4793.229980
	Iteration 1F: 3 clusters Score -2782516 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2782911.250000 Penalty: 4793.229980
	Iteration 2F: 3 clusters Score -2782911 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2783233.250000 Penalty: 4793.229980
	Iteration 3Q: 3 clusters Score -2783233 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2783472.750000 Penalty: 4793.229980
	Iteration 4Q: 3 clusters Score -2783473 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2783707.250000 Penalty: 4793.229980
	Iteration 5Q: 3 clusters Score -2783707 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2783985.000000 Penalty: 4793.229980
	Iteration 6Q: 3 clusters Score -2783985 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2784262.500000 Penalty: 4793.229980
	Iteration 7Q: 3 clusters Score -2784262 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2784633.000000 Penalty: 4793.229980
	Iteration 8Q: 3 clusters Score -2784633 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2785056.000000 Penalty: 4793.229980
	Iteration 9Q: 3 clusters Score -2785056 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2785526.750000 Penalty: 4793.229980
	Iteration 10Q: 3 clusters Score -2785527 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2786036.000000 Penalty: 4793.229980
	Iteration 11Q: 3 clusters Score -2786036 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2786584.750000 Penalty: 4793.229980
	Iteration 12Q: 3 clusters Score -2786585 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2787093.750000 Penalty: 4793.229980
	Iteration 13Q: 3 clusters Score -2787094 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2787465.000000 Penalty: 4793.229980
	Iteration 14Q: 3 clusters Score -2787465 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2787699.500000 Penalty: 4793.229980
	Iteration 15Q: 3 clusters Score -2787700 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2787864.250000 Penalty: 4793.229980
	Iteration 16Q: 3 clusters Score -2787864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2787963.500000 Penalty: 4793.229980
	Iteration 17Q: 3 clusters Score -2787964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2788041.750000 Penalty: 4793.229980
	Iteration 18Q: 3 clusters Score -2788042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2788081.500000 Penalty: 4793.229980
	Iteration 19Q: 3 clusters Score -2788082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2788121.750000 Penalty: 4793.229980
	Iteration 20F: 3 clusters Score -2788122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2788147.500000 Penalty: 4793.229980
	Iteration 21Q: 3 clusters Score -2788148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2788183.000000 Penalty: 4793.229980
	Iteration 22Q: 3 clusters Score -2788183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2788208.500000 Penalty: 4793.229980
	Iteration 23Q: 3 clusters Score -2788208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2788234.000000 Penalty: 4793.229980
	Iteration 24Q: 3 clusters Score -2788234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2788255.000000 Penalty: 4793.229980
	Iteration 25Q: 3 clusters Score -2788255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2788270.750000 Penalty: 4793.229980
	Iteration 26Q: 3 clusters Score -2788271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2788283.500000 Penalty: 4793.229980
	Iteration 27Q: 3 clusters Score -2788284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2788292.500000 Penalty: 4793.229980
	Iteration 28Q: 3 clusters Score -2788292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2788299.750000 Penalty: 4793.229980
	Iteration 29Q: 3 clusters Score -2788300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2788306.250000 Penalty: 4793.229980
	Iteration 30Q: 3 clusters Score -2788306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2788308.750000 Penalty: 4793.229980
	Iteration 31Q: 3 clusters Score -2788309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2788309.500000 Penalty: 4793.229980
	Iteration 32Q: 3 clusters Score -2788310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2788311.250000 Penalty: 4793.229980
	Iteration 33Q: 3 clusters Score -2788311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2788312.000000 Penalty: 4793.229980
	Iteration 34Q: 3 clusters Score -2788312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2788312.000000 Penalty: 4793.229980
	Iteration 35F: 3 clusters Score -2788312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Entering Unmasked Estep 
Score: -3213718.500000 Penalty: 2434.319336
	Iteration 0F: 2 clusters Score -3213718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3200753.250000 Penalty: 4868.638672
	Iteration 0F: 3 clusters Score -3200753 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3205108.000000 Penalty: 4868.638672
	Iteration 1F: 3 clusters Score -3205108 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3205693.750000 Penalty: 4868.638672
	Iteration 2F: 3 clusters Score -3205694 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3206620.750000 Penalty: 4868.638672
	Iteration 3F: 3 clusters Score -3206621 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3208050.750000 Penalty: 4868.638672
	Iteration 4F: 3 clusters Score -3208051 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3209586.000000 Penalty: 4868.638672
	Iteration 5F: 3 clusters Score -3209586 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3210840.500000 Penalty: 4868.638672
	Iteration 6F: 3 clusters Score -3210840 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3211801.750000 Penalty: 4868.638672
	Iteration 7F: 3 clusters Score -3211802 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3212472.750000 Penalty: 4868.638672
	Iteration 8Q: 3 clusters Score -3212473 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3212865.250000 Penalty: 4868.638672
	Iteration 9Q: 3 clusters Score -3212865 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3213052.250000 Penalty: 4868.638672
	Iteration 10Q: 3 clusters Score -3213052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3213157.000000 Penalty: 4868.638672
	Iteration 11Q: 3 clusters Score -3213157 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3213228.000000 Penalty: 4868.638672
	Iteration 12Q: 3 clusters Score -3213228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3213273.250000 Penalty: 4868.638672
	Iteration 13Q: 3 clusters Score -3213273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3213288.500000 Penalty: 4868.638672
	Iteration 14Q: 3 clusters Score -3213288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3213323.000000 Penalty: 4868.638672
	Iteration 15Q: 3 clusters Score -3213323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3213337.250000 Penalty: 4868.638672
	Iteration 16Q: 3 clusters Score -3213337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3213342.500000 Penalty: 4868.638672
	Iteration 17Q: 3 clusters Score -3213342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3213356.500000 Penalty: 4868.638672
	Iteration 18Q: 3 clusters Score -3213356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3213375.500000 Penalty: 4868.638672
	Iteration 19Q: 3 clusters Score -3213376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3213385.500000 Penalty: 4868.638672
	Iteration 20F: 3 clusters Score -3213386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3213405.500000 Penalty: 4868.638672
	Iteration 21Q: 3 clusters Score -3213406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3213415.500000 Penalty: 4868.638672
	Iteration 22Q: 3 clusters Score -3213416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3213421.750000 Penalty: 4868.638672
	Iteration 23Q: 3 clusters Score -3213422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3213439.250000 Penalty: 4868.638672
	Iteration 24Q: 3 clusters Score -3213439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3213455.000000 Penalty: 4868.638672
	Iteration 25Q: 3 clusters Score -3213455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3213466.250000 Penalty: 4868.638672
	Iteration 26Q: 3 clusters Score -3213466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3213478.500000 Penalty: 4868.638672
	Iteration 27Q: 3 clusters Score -3213478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3213502.000000 Penalty: 4868.638672
	Iteration 28Q: 3 clusters Score -3213502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3213536.000000 Penalty: 4868.638672
	Iteration 29Q: 3 clusters Score -3213536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3213564.000000 Penalty: 4868.638672
	Iteration 30Q: 3 clusters Score -3213564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3213590.500000 Penalty: 4868.638672
	Iteration 31Q: 3 clusters Score -3213590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3213631.250000 Penalty: 4868.638672
	Iteration 32Q: 3 clusters Score -3213631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3213677.250000 Penalty: 4868.638672
	Iteration 33Q: 3 clusters Score -3213677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3213747.250000 Penalty: 4868.638672
	Iteration 34Q: 3 clusters Score -3213747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3213816.000000 Penalty: 4868.638672
	Iteration 35Q: 3 clusters Score -3213816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3213867.750000 Penalty: 4868.638672
	Iteration 36Q: 3 clusters Score -3213868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3213880.250000 Penalty: 4868.638672
	Iteration 37Q: 3 clusters Score -3213880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3213896.000000 Penalty: 4868.638672
	Iteration 38Q: 3 clusters Score -3213896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3213916.750000 Penalty: 4868.638672
	Iteration 39Q: 3 clusters Score -3213917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3213923.250000 Penalty: 4868.638672
	Iteration 40F: 3 clusters Score -3213923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3213930.250000 Penalty: 4868.638672
	Iteration 41Q: 3 clusters Score -3213930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3213948.500000 Penalty: 4868.638672
	Iteration 42Q: 3 clusters Score -3213948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3213949.500000 Penalty: 4868.638672
	Iteration 43Q: 3 clusters Score -3213950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3213951.250000 Penalty: 4868.638672
	Iteration 44Q: 3 clusters Score -3213951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3213954.000000 Penalty: 4868.638672
	Iteration 45Q: 3 clusters Score -3213954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3213954.000000 Penalty: 4868.638672
	Iteration 46Q: 3 clusters Score -3213954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3213958.500000 Penalty: 4868.638672
	Iteration 47Q: 3 clusters Score -3213958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3213958.500000 Penalty: 4868.638672
	Iteration 48Q: 3 clusters Score -3213958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3213961.750000 Penalty: 4868.638672
	Iteration 49Q: 3 clusters Score -3213962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3213973.000000 Penalty: 4868.638672
	Iteration 50Q: 3 clusters Score -3213973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3213985.000000 Penalty: 4868.638672
	Iteration 51Q: 3 clusters Score -3213985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3213985.750000 Penalty: 4868.638672
	Iteration 52Q: 3 clusters Score -3213986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3213990.250000 Penalty: 4868.638672
	Iteration 53Q: 3 clusters Score -3213990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3213992.000000 Penalty: 4868.638672
	Iteration 54Q: 3 clusters Score -3213992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3213996.000000 Penalty: 4868.638672
	Iteration 55Q: 3 clusters Score -3213996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3214000.000000 Penalty: 4868.638672
	Iteration 56Q: 3 clusters Score -3214000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3213998.750000 Penalty: 4868.638672
	Iteration 57Q: 3 clusters Score -3213999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3214004.500000 Penalty: 4868.638672
	Iteration 58Q: 3 clusters Score -3214004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3214014.000000 Penalty: 4868.638672
	Iteration 59Q: 3 clusters Score -3214014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3214016.000000 Penalty: 4868.638672
	Iteration 60F: 3 clusters Score -3214016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3214020.000000 Penalty: 4868.638672
	Iteration 61Q: 3 clusters Score -3214020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3214016.750000 Penalty: 4868.638672
	Iteration 62Q: 3 clusters Score -3214017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3214021.250000 Penalty: 4868.638672
	Iteration 63Q: 3 clusters Score -3214021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3214020.750000 Penalty: 4868.638672
	Iteration 64Q: 3 clusters Score -3214021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3214022.500000 Penalty: 4868.638672
	Iteration 65Q: 3 clusters Score -3214022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3214023.250000 Penalty: 4868.638672
	Iteration 66Q: 3 clusters Score -3214023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3214023.250000 Penalty: 4868.638672
	Iteration 67F: 3 clusters Score -3214023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 49619 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 17237 members 
Entering Unmasked Estep 
Score: -196389952.000000 Penalty: 134736.734375
Splitting cluster 3 changes total score from -196389984.000000 to -196389952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (51211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Entering Unmasked Estep 
Score: -9239582.000000 Penalty: 2689.239990
	Iteration 0F: 2 clusters Score -9239582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -9209364.000000 Penalty: 5378.479980
	Iteration 0F: 3 clusters Score -9209364 nChanged 23675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -9222468.000000 Penalty: 5378.479980
	Iteration 1F: 3 clusters Score -9222468 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -9223008.000000 Penalty: 5378.479980
	Iteration 2Q: 3 clusters Score -9223008 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -9223484.000000 Penalty: 5378.479980
	Iteration 3Q: 3 clusters Score -9223484 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -9223891.000000 Penalty: 5378.479980
	Iteration 4Q: 3 clusters Score -9223891 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -9224298.000000 Penalty: 5378.479980
	Iteration 5Q: 3 clusters Score -9224298 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -9224779.000000 Penalty: 5378.479980
	Iteration 6Q: 3 clusters Score -9224779 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -9225193.000000 Penalty: 5378.479980
	Iteration 7Q: 3 clusters Score -9225193 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9225584.000000 Penalty: 5378.479980
	Iteration 8Q: 3 clusters Score -9225584 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -9225962.000000 Penalty: 5378.479980
	Iteration 9Q: 3 clusters Score -9225962 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -9226399.000000 Penalty: 5378.479980
	Iteration 10Q: 3 clusters Score -9226399 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9226736.000000 Penalty: 5378.479980
	Iteration 11Q: 3 clusters Score -9226736 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -9227116.000000 Penalty: 5378.479980
	Iteration 12Q: 3 clusters Score -9227116 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -9227527.000000 Penalty: 5378.479980
	Iteration 13Q: 3 clusters Score -9227527 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -9227969.000000 Penalty: 5378.479980
	Iteration 14Q: 3 clusters Score -9227969 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -9228507.000000 Penalty: 5378.479980
	Iteration 15Q: 3 clusters Score -9228507 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -9229136.000000 Penalty: 5378.479980
	Iteration 16Q: 3 clusters Score -9229136 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -9230010.000000 Penalty: 5378.479980
	Iteration 17Q: 3 clusters Score -9230010 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -9231029.000000 Penalty: 5378.479980
	Iteration 18Q: 3 clusters Score -9231029 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -9232255.000000 Penalty: 5378.479980
	Iteration 19Q: 3 clusters Score -9232255 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -9233556.000000 Penalty: 5378.479980
	Iteration 20F: 3 clusters Score -9233556 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -9234707.000000 Penalty: 5378.479980
	Iteration 21Q: 3 clusters Score -9234707 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -9235609.000000 Penalty: 5378.479980
	Iteration 22Q: 3 clusters Score -9235609 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -9236262.000000 Penalty: 5378.479980
	Iteration 23Q: 3 clusters Score -9236262 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9236670.000000 Penalty: 5378.479980
	Iteration 24Q: 3 clusters Score -9236670 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9236956.000000 Penalty: 5378.479980
	Iteration 25Q: 3 clusters Score -9236956 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9237133.000000 Penalty: 5378.479980
	Iteration 26Q: 3 clusters Score -9237133 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9237245.000000 Penalty: 5378.479980
	Iteration 27Q: 3 clusters Score -9237245 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9237324.000000 Penalty: 5378.479980
	Iteration 28Q: 3 clusters Score -9237324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9237390.000000 Penalty: 5378.479980
	Iteration 29Q: 3 clusters Score -9237390 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9237433.000000 Penalty: 5378.479980
	Iteration 30Q: 3 clusters Score -9237433 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9237473.000000 Penalty: 5378.479980
	Iteration 31Q: 3 clusters Score -9237473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9237514.000000 Penalty: 5378.479980
	Iteration 32Q: 3 clusters Score -9237514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9237531.000000 Penalty: 5378.479980
	Iteration 33Q: 3 clusters Score -9237531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9237559.000000 Penalty: 5378.479980
	Iteration 34Q: 3 clusters Score -9237559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9237575.000000 Penalty: 5378.479980
	Iteration 35Q: 3 clusters Score -9237575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9237574.000000 Penalty: 5378.479980
	Iteration 36Q: 3 clusters Score -9237574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9237588.000000 Penalty: 5378.479980
	Iteration 37Q: 3 clusters Score -9237588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9237602.000000 Penalty: 5378.479980
	Iteration 38Q: 3 clusters Score -9237602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9237600.000000 Penalty: 5378.479980
	Iteration 39Q: 3 clusters Score -9237600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9237610.000000 Penalty: 5378.479980
	Iteration 40F: 3 clusters Score -9237610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9237609.000000 Penalty: 5378.479980
	Iteration 41Q: 3 clusters Score -9237609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9237595.000000 Penalty: 5378.479980
	Iteration 42Q: 3 clusters Score -9237595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9237599.000000 Penalty: 5378.479980
	Iteration 43Q: 3 clusters Score -9237599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9237593.000000 Penalty: 5378.479980
	Iteration 44Q: 3 clusters Score -9237593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9237594.000000 Penalty: 5378.479980
	Iteration 45Q: 3 clusters Score -9237594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9237596.000000 Penalty: 5378.479980
	Iteration 46Q: 3 clusters Score -9237596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9237600.000000 Penalty: 5378.479980
	Iteration 47Q: 3 clusters Score -9237600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9237600.000000 Penalty: 5378.479980
	Iteration 48F: 3 clusters Score -9237600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -424173.718750 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -424173.7 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 1288 members 
Entering Unmasked Estep 
Score: -421245.031250 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -421245 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -422309.156250 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -422309.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -423067.812500 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -423067.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -423613.125000 Penalty: 3903.412842
	Iteration 3F: 3 clusters Score -423613.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -423927.250000 Penalty: 3903.412842
	Iteration 4F: 3 clusters Score -423927.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -424141.250000 Penalty: 3903.412842
	Iteration 5F: 3 clusters Score -424141.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -424263.000000 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -424263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -424327.562500 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -424327.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -424373.781250 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -424373.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -424396.625000 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -424396.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -424412.906250 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -424412.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -424430.562500 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -424430.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -424453.156250 Penalty: 3903.412842
	Iteration 12Q: 3 clusters Score -424453.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -424479.187500 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -424479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -424500.781250 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -424500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -424509.375000 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -424509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -424512.531250 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -424512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -424515.500000 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -424515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -424516.656250 Penalty: 3903.412842
	Iteration 18Q: 3 clusters Score -424516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -424519.312500 Penalty: 3903.412842
	Iteration 19Q: 3 clusters Score -424519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -424525.000000 Penalty: 3903.412842
	Iteration 20F: 3 clusters Score -424525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -424526.500000 Penalty: 3903.412842
	Iteration 21Q: 3 clusters Score -424526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -424527.343750 Penalty: 3903.412842
	Iteration 22Q: 3 clusters Score -424527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -424528.812500 Penalty: 3903.412842
	Iteration 23Q: 3 clusters Score -424528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -424528.812500 Penalty: 3903.412842
	Iteration 24F: 3 clusters Score -424528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 49619 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 1939 members 
Entering Unmasked Estep 
Score: -196389520.000000 Penalty: 134736.734375
Splitting cluster 5 changes total score from -196389984.000000 to -196389520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Entering Unmasked Estep 
Score: -2963627.750000 Penalty: 2413.341553
	Iteration 0F: 2 clusters Score -2963628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2951533.000000 Penalty: 4826.683105
	Iteration 0F: 3 clusters Score -2951533 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2955472.250000 Penalty: 4826.683105
	Iteration 1F: 3 clusters Score -2955472 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2955899.000000 Penalty: 4826.683105
	Iteration 2F: 3 clusters Score -2955899 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2956216.750000 Penalty: 4826.683105
	Iteration 3Q: 3 clusters Score -2956217 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2956499.500000 Penalty: 4826.683105
	Iteration 4Q: 3 clusters Score -2956500 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2956843.250000 Penalty: 4826.683105
	Iteration 5Q: 3 clusters Score -2956843 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2957136.250000 Penalty: 4826.683105
	Iteration 6Q: 3 clusters Score -2957136 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2957430.000000 Penalty: 4826.683105
	Iteration 7Q: 3 clusters Score -2957430 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2957747.000000 Penalty: 4826.683105
	Iteration 8Q: 3 clusters Score -2957747 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2958104.250000 Penalty: 4826.683105
	Iteration 9Q: 3 clusters Score -2958104 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2958486.000000 Penalty: 4826.683105
	Iteration 10Q: 3 clusters Score -2958486 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2958892.250000 Penalty: 4826.683105
	Iteration 11Q: 3 clusters Score -2958892 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2959252.500000 Penalty: 4826.683105
	Iteration 12Q: 3 clusters Score -2959252 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2959565.000000 Penalty: 4826.683105
	Iteration 13Q: 3 clusters Score -2959565 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2959823.000000 Penalty: 4826.683105
	Iteration 14Q: 3 clusters Score -2959823 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2960026.250000 Penalty: 4826.683105
	Iteration 15Q: 3 clusters Score -2960026 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2960205.500000 Penalty: 4826.683105
	Iteration 16Q: 3 clusters Score -2960206 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2960338.500000 Penalty: 4826.683105
	Iteration 17Q: 3 clusters Score -2960338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2960402.250000 Penalty: 4826.683105
	Iteration 18Q: 3 clusters Score -2960402 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2960461.500000 Penalty: 4826.683105
	Iteration 19Q: 3 clusters Score -2960462 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2960489.000000 Penalty: 4826.683105
	Iteration 20F: 3 clusters Score -2960489 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2960514.750000 Penalty: 4826.683105
	Iteration 21Q: 3 clusters Score -2960515 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2960541.250000 Penalty: 4826.683105
	Iteration 22Q: 3 clusters Score -2960541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2960552.500000 Penalty: 4826.683105
	Iteration 23Q: 3 clusters Score -2960552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2960566.250000 Penalty: 4826.683105
	Iteration 24Q: 3 clusters Score -2960566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2960574.250000 Penalty: 4826.683105
	Iteration 25Q: 3 clusters Score -2960574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2960581.750000 Penalty: 4826.683105
	Iteration 26Q: 3 clusters Score -2960582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2960599.250000 Penalty: 4826.683105
	Iteration 27Q: 3 clusters Score -2960599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2960599.750000 Penalty: 4826.683105
	Iteration 28Q: 3 clusters Score -2960600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2960603.000000 Penalty: 4826.683105
	Iteration 29Q: 3 clusters Score -2960603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2960614.000000 Penalty: 4826.683105
	Iteration 30Q: 3 clusters Score -2960614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2960615.250000 Penalty: 4826.683105
	Iteration 31Q: 3 clusters Score -2960615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2960617.750000 Penalty: 4826.683105
	Iteration 32Q: 3 clusters Score -2960618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2960614.500000 Penalty: 4826.683105
	Iteration 33Q: 3 clusters Score -2960614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2960619.500000 Penalty: 4826.683105
	Iteration 34Q: 3 clusters Score -2960620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2960619.250000 Penalty: 4826.683105
	Iteration 35Q: 3 clusters Score -2960619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2960629.750000 Penalty: 4826.683105
	Iteration 36Q: 3 clusters Score -2960630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2960627.750000 Penalty: 4826.683105
	Iteration 37Q: 3 clusters Score -2960628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2960630.500000 Penalty: 4826.683105
	Iteration 38Q: 3 clusters Score -2960630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2960634.250000 Penalty: 4826.683105
	Iteration 39Q: 3 clusters Score -2960634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2960636.500000 Penalty: 4826.683105
	Iteration 40F: 3 clusters Score -2960636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2960639.500000 Penalty: 4826.683105
	Iteration 41Q: 3 clusters Score -2960640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2960645.500000 Penalty: 4826.683105
	Iteration 42Q: 3 clusters Score -2960646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2960659.000000 Penalty: 4826.683105
	Iteration 43Q: 3 clusters Score -2960659 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2960676.500000 Penalty: 4826.683105
	Iteration 44Q: 3 clusters Score -2960676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2960691.000000 Penalty: 4826.683105
	Iteration 45Q: 3 clusters Score -2960691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2960711.000000 Penalty: 4826.683105
	Iteration 46Q: 3 clusters Score -2960711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2960710.750000 Penalty: 4826.683105
	Iteration 47Q: 3 clusters Score -2960711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2960736.000000 Penalty: 4826.683105
	Iteration 48Q: 3 clusters Score -2960736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2960760.500000 Penalty: 4826.683105
	Iteration 49Q: 3 clusters Score -2960760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2960791.250000 Penalty: 4826.683105
	Iteration 50Q: 3 clusters Score -2960791 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2960832.250000 Penalty: 4826.683105
	Iteration 51Q: 3 clusters Score -2960832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2960870.500000 Penalty: 4826.683105
	Iteration 52Q: 3 clusters Score -2960870 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2960929.250000 Penalty: 4826.683105
	Iteration 53Q: 3 clusters Score -2960929 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2960996.250000 Penalty: 4826.683105
	Iteration 54Q: 3 clusters Score -2960996 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2961062.000000 Penalty: 4826.683105
	Iteration 55Q: 3 clusters Score -2961062 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2961149.250000 Penalty: 4826.683105
	Iteration 56Q: 3 clusters Score -2961149 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2961228.750000 Penalty: 4826.683105
	Iteration 57Q: 3 clusters Score -2961229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2961302.250000 Penalty: 4826.683105
	Iteration 58Q: 3 clusters Score -2961302 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2961355.750000 Penalty: 4826.683105
	Iteration 59Q: 3 clusters Score -2961356 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2961415.750000 Penalty: 4826.683105
	Iteration 60F: 3 clusters Score -2961416 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2961463.500000 Penalty: 4826.683105
	Iteration 61Q: 3 clusters Score -2961464 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2961507.250000 Penalty: 4826.683105
	Iteration 62Q: 3 clusters Score -2961507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2961557.500000 Penalty: 4826.683105
	Iteration 63Q: 3 clusters Score -2961558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2961581.500000 Penalty: 4826.683105
	Iteration 64Q: 3 clusters Score -2961582 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2961622.750000 Penalty: 4826.683105
	Iteration 65Q: 3 clusters Score -2961623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2961643.250000 Penalty: 4826.683105
	Iteration 66Q: 3 clusters Score -2961643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2961659.750000 Penalty: 4826.683105
	Iteration 67Q: 3 clusters Score -2961660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2961686.500000 Penalty: 4826.683105
	Iteration 68Q: 3 clusters Score -2961686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2961692.250000 Penalty: 4826.683105
	Iteration 69Q: 3 clusters Score -2961692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2961709.250000 Penalty: 4826.683105
	Iteration 70Q: 3 clusters Score -2961709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2961714.750000 Penalty: 4826.683105
	Iteration 71Q: 3 clusters Score -2961715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2961739.500000 Penalty: 4826.683105
	Iteration 72Q: 3 clusters Score -2961740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2961749.500000 Penalty: 4826.683105
	Iteration 73Q: 3 clusters Score -2961750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2961765.750000 Penalty: 4826.683105
	Iteration 74Q: 3 clusters Score -2961766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2961774.500000 Penalty: 4826.683105
	Iteration 75Q: 3 clusters Score -2961774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2961781.000000 Penalty: 4826.683105
	Iteration 76Q: 3 clusters Score -2961781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2961792.250000 Penalty: 4826.683105
	Iteration 77Q: 3 clusters Score -2961792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2961791.250000 Penalty: 4826.683105
	Iteration 78Q: 3 clusters Score -2961791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2961793.000000 Penalty: 4826.683105
	Iteration 79Q: 3 clusters Score -2961793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2961795.000000 Penalty: 4826.683105
	Iteration 80F: 3 clusters Score -2961795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2961799.500000 Penalty: 4826.683105
	Iteration 81Q: 3 clusters Score -2961800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2961802.250000 Penalty: 4826.683105
	Iteration 82Q: 3 clusters Score -2961802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2961808.000000 Penalty: 4826.683105
	Iteration 83Q: 3 clusters Score -2961808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2961808.500000 Penalty: 4826.683105
	Iteration 84Q: 3 clusters Score -2961808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2961819.500000 Penalty: 4826.683105
	Iteration 85Q: 3 clusters Score -2961820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2961817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2961812.250000 Penalty: 4826.683105
	Iteration 87Q: 3 clusters Score -2961812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2961818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2961818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2961816.750000 Penalty: 4826.683105
	Iteration 90Q: 3 clusters Score -2961817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2961821.250000 Penalty: 4826.683105
	Iteration 91Q: 3 clusters Score -2961821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2961830.500000 Penalty: 4826.683105
	Iteration 92Q: 3 clusters Score -2961830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2961831.250000 Penalty: 4826.683105
	Iteration 93Q: 3 clusters Score -2961831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2961827.250000 Penalty: 4826.683105
	Iteration 94Q: 3 clusters Score -2961827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2961827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2961830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2961830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2961834.250000 Penalty: 4826.683105
	Iteration 98Q: 3 clusters Score -2961834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2961841.000000 Penalty: 4826.683105
	Iteration 99Q: 3 clusters Score -2961841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2961841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2961839.500000 Penalty: 4826.683105
	Iteration 101Q: 3 clusters Score -2961840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2961841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2961844.250000 Penalty: 4826.683105
	Iteration 103Q: 3 clusters Score -2961844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2961845.250000 Penalty: 4826.683105
	Iteration 104Q: 3 clusters Score -2961845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2961843.250000 Penalty: 4826.683105
	Iteration 105Q: 3 clusters Score -2961843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2961855.250000 Penalty: 4826.683105
	Iteration 106Q: 3 clusters Score -2961855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2961855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2961852.250000 Penalty: 4826.683105
	Iteration 108Q: 3 clusters Score -2961852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2961860.250000 Penalty: 4826.683105
	Iteration 109Q: 3 clusters Score -2961860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2961866.250000 Penalty: 4826.683105
	Iteration 110Q: 3 clusters Score -2961866 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2961868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2961866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2961872.000000 Penalty: 4826.683105
	Iteration 113Q: 3 clusters Score -2961872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2961872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2961874.500000 Penalty: 4826.683105
	Iteration 115Q: 3 clusters Score -2961874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2961876.000000 Penalty: 4826.683105
	Iteration 116Q: 3 clusters Score -2961876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2961875 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2961877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2961875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2961879.250000 Penalty: 4826.683105
	Iteration 120F: 3 clusters Score -2961879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2961887.250000 Penalty: 4826.683105
	Iteration 121Q: 3 clusters Score -2961887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2961889.500000 Penalty: 4826.683105
	Iteration 122Q: 3 clusters Score -2961890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2961892.000000 Penalty: 4826.683105
	Iteration 123Q: 3 clusters Score -2961892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2961887.500000 Penalty: 4826.683105
	Iteration 124Q: 3 clusters Score -2961888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2961890.000000 Penalty: 4826.683105
	Iteration 125Q: 3 clusters Score -2961890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2961891.000000 Penalty: 4826.683105
	Iteration 126Q: 3 clusters Score -2961891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2961899.750000 Penalty: 4826.683105
	Iteration 127Q: 3 clusters Score -2961900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2961895.250000 Penalty: 4826.683105
	Iteration 128Q: 3 clusters Score -2961895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2961893.750000 Penalty: 4826.683105
	Iteration 129Q: 3 clusters Score -2961894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2961895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2961895.500000 Penalty: 4826.683105
	Iteration 131Q: 3 clusters Score -2961896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2961897.500000 Penalty: 4826.683105
	Iteration 132Q: 3 clusters Score -2961898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2961895.500000 Penalty: 4826.683105
	Iteration 133Q: 3 clusters Score -2961896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2961892.500000 Penalty: 4826.683105
	Iteration 134Q: 3 clusters Score -2961892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2961893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2961899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2961905.000000 Penalty: 4826.683105
	Iteration 137Q: 3 clusters Score -2961905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2961898.250000 Penalty: 4826.683105
	Iteration 138Q: 3 clusters Score -2961898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2961900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2961909.000000 Penalty: 4826.683105
	Iteration 140F: 3 clusters Score -2961909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2961911.000000 Penalty: 4826.683105
	Iteration 141Q: 3 clusters Score -2961911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2961916.000000 Penalty: 4826.683105
	Iteration 142Q: 3 clusters Score -2961916 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2961915.250000 Penalty: 4826.683105
	Iteration 143Q: 3 clusters Score -2961915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2961916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2961913.500000 Penalty: 4826.683105
	Iteration 145Q: 3 clusters Score -2961914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2961916.500000 Penalty: 4826.683105
	Iteration 146Q: 3 clusters Score -2961916 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2961911.250000 Penalty: 4826.683105
	Iteration 147Q: 3 clusters Score -2961911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2961911.250000 Penalty: 4826.683105
	Iteration 148Q: 3 clusters Score -2961911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2961912.750000 Penalty: 4826.683105
	Iteration 149Q: 3 clusters Score -2961913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2961911 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2961911 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2961913.750000 Penalty: 4826.683105
	Iteration 152Q: 3 clusters Score -2961914 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2961915.000000 Penalty: 4826.683105
	Iteration 153Q: 3 clusters Score -2961915 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6910 members 
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	Iteration 154Q: 3 clusters Score -2961918 nChanged 10
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Mstep: Class 1 contains 9935 members 
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	Iteration 155Q: 3 clusters Score -2961914 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2961921.250000 Penalty: 4826.683105
	Iteration 156Q: 3 clusters Score -2961921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2961925.000000 Penalty: 4826.683105
	Iteration 157Q: 3 clusters Score -2961925 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2961923.500000 Penalty: 4826.683105
	Iteration 158Q: 3 clusters Score -2961924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2961926.000000 Penalty: 4826.683105
	Iteration 159Q: 3 clusters Score -2961926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2961927.750000 Penalty: 4826.683105
	Iteration 160F: 3 clusters Score -2961928 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2961930 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6811 members 
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	Iteration 162Q: 3 clusters Score -2961932 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2961933.500000 Penalty: 4826.683105
	Iteration 163Q: 3 clusters Score -2961934 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2961944.750000 Penalty: 4826.683105
	Iteration 164Q: 3 clusters Score -2961945 nChanged 17
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2961949.750000 Penalty: 4826.683105
	Iteration 165Q: 3 clusters Score -2961950 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2961951.500000 Penalty: 4826.683105
	Iteration 166Q: 3 clusters Score -2961952 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2961955.000000 Penalty: 4826.683105
	Iteration 167Q: 3 clusters Score -2961955 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2961953 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6674 members 
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	Iteration 169Q: 3 clusters Score -2961953 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2961958.250000 Penalty: 4826.683105
	Iteration 170Q: 3 clusters Score -2961958 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6635 members 
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	Iteration 171Q: 3 clusters Score -2961957 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2961958 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6595 members 
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Score: -2961963.500000 Penalty: 4826.683105
	Iteration 173Q: 3 clusters Score -2961964 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2961966 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2961959 nChanged 19
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Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 6532 members 
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	Iteration 176Q: 3 clusters Score -2961964 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 6517 members 
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	Iteration 177Q: 3 clusters Score -2961965 nChanged 10
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Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2961959 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2961967 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2961966.000000 Penalty: 4826.683105
	Iteration 180F: 3 clusters Score -2961966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2961971.500000 Penalty: 4826.683105
	Iteration 181Q: 3 clusters Score -2961972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2961972.000000 Penalty: 4826.683105
	Iteration 182Q: 3 clusters Score -2961972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2961977.000000 Penalty: 4826.683105
	Iteration 183Q: 3 clusters Score -2961977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2961976.500000 Penalty: 4826.683105
	Iteration 184Q: 3 clusters Score -2961976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2961981.250000 Penalty: 4826.683105
	Iteration 185Q: 3 clusters Score -2961981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2961989.250000 Penalty: 4826.683105
	Iteration 186Q: 3 clusters Score -2961989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2961986.000000 Penalty: 4826.683105
	Iteration 187Q: 3 clusters Score -2961986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2961996.500000 Penalty: 4826.683105
	Iteration 188Q: 3 clusters Score -2961996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2961999.000000 Penalty: 4826.683105
	Iteration 189Q: 3 clusters Score -2961999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2961998.000000 Penalty: 4826.683105
	Iteration 190Q: 3 clusters Score -2961998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2961994.250000 Penalty: 4826.683105
	Iteration 191Q: 3 clusters Score -2961994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2961997.500000 Penalty: 4826.683105
	Iteration 192Q: 3 clusters Score -2961998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2961993.000000 Penalty: 4826.683105
	Iteration 193Q: 3 clusters Score -2961993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2962003.000000 Penalty: 4826.683105
	Iteration 194Q: 3 clusters Score -2962003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2962008.250000 Penalty: 4826.683105
	Iteration 195Q: 3 clusters Score -2962008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2962004.750000 Penalty: 4826.683105
	Iteration 196Q: 3 clusters Score -2962005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2962002.750000 Penalty: 4826.683105
	Iteration 197Q: 3 clusters Score -2962003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2961998.750000 Penalty: 4826.683105
	Iteration 198Q: 3 clusters Score -2961999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2962000.750000 Penalty: 4826.683105
	Iteration 199Q: 3 clusters Score -2962001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2962001.500000 Penalty: 4826.683105
	Iteration 200F: 3 clusters Score -2962002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -1674749.750000 Penalty: 2278.292236
	Iteration 0F: 2 clusters Score -1674750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1667253.250000 Penalty: 4556.584473
	Iteration 0F: 3 clusters Score -1667253 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1669608.125000 Penalty: 4556.584473
	Iteration 1F: 3 clusters Score -1669608 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1670245.875000 Penalty: 4556.584473
	Iteration 2F: 3 clusters Score -1670246 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1671064.000000 Penalty: 4556.584473
	Iteration 3F: 3 clusters Score -1671064 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1671813.750000 Penalty: 4556.584473
	Iteration 4F: 3 clusters Score -1671814 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1672382.875000 Penalty: 4556.584473
	Iteration 5F: 3 clusters Score -1672383 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1672871.000000 Penalty: 4556.584473
	Iteration 6F: 3 clusters Score -1672871 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1673242.375000 Penalty: 4556.584473
	Iteration 7F: 3 clusters Score -1673242 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1673542.750000 Penalty: 4556.584473
	Iteration 8Q: 3 clusters Score -1673543 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1673774.500000 Penalty: 4556.584473
	Iteration 9Q: 3 clusters Score -1673774 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1673954.625000 Penalty: 4556.584473
	Iteration 10Q: 3 clusters Score -1673955 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1674085.125000 Penalty: 4556.584473
	Iteration 11Q: 3 clusters Score -1674085 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1674186.375000 Penalty: 4556.584473
	Iteration 12Q: 3 clusters Score -1674186 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1674266.000000 Penalty: 4556.584473
	Iteration 13Q: 3 clusters Score -1674266 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1674338.875000 Penalty: 4556.584473
	Iteration 14Q: 3 clusters Score -1674339 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1674404.125000 Penalty: 4556.584473
	Iteration 15Q: 3 clusters Score -1674404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1674442.250000 Penalty: 4556.584473
	Iteration 16Q: 3 clusters Score -1674442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1674472.625000 Penalty: 4556.584473
	Iteration 17Q: 3 clusters Score -1674473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1674490.625000 Penalty: 4556.584473
	Iteration 18Q: 3 clusters Score -1674491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1674506.500000 Penalty: 4556.584473
	Iteration 19Q: 3 clusters Score -1674506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1674525.500000 Penalty: 4556.584473
	Iteration 20F: 3 clusters Score -1674526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1674536.875000 Penalty: 4556.584473
	Iteration 21Q: 3 clusters Score -1674537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1674545.875000 Penalty: 4556.584473
	Iteration 22Q: 3 clusters Score -1674546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1674554.750000 Penalty: 4556.584473
	Iteration 23Q: 3 clusters Score -1674555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1674560.250000 Penalty: 4556.584473
	Iteration 24Q: 3 clusters Score -1674560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1674566.875000 Penalty: 4556.584473
	Iteration 25Q: 3 clusters Score -1674567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1674566.250000 Penalty: 4556.584473
	Iteration 26Q: 3 clusters Score -1674566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1674569.750000 Penalty: 4556.584473
	Iteration 27Q: 3 clusters Score -1674570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1674575.375000 Penalty: 4556.584473
	Iteration 28Q: 3 clusters Score -1674575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1674579.750000 Penalty: 4556.584473
	Iteration 29Q: 3 clusters Score -1674580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1674583.000000 Penalty: 4556.584473
	Iteration 30Q: 3 clusters Score -1674583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1674590.000000 Penalty: 4556.584473
	Iteration 31Q: 3 clusters Score -1674590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1674594.375000 Penalty: 4556.584473
	Iteration 32Q: 3 clusters Score -1674594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1674599.375000 Penalty: 4556.584473
	Iteration 33Q: 3 clusters Score -1674599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1674599.625000 Penalty: 4556.584473
	Iteration 34Q: 3 clusters Score -1674600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1674596.750000 Penalty: 4556.584473
	Iteration 35Q: 3 clusters Score -1674597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1674601.875000 Penalty: 4556.584473
	Iteration 36Q: 3 clusters Score -1674602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1674605.875000 Penalty: 4556.584473
	Iteration 37Q: 3 clusters Score -1674606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1674603.750000 Penalty: 4556.584473
	Iteration 38Q: 3 clusters Score -1674604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1674604.125000 Penalty: 4556.584473
	Iteration 39Q: 3 clusters Score -1674604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1674607.500000 Penalty: 4556.584473
	Iteration 40F: 3 clusters Score -1674608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1674613.125000 Penalty: 4556.584473
	Iteration 41Q: 3 clusters Score -1674613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1674617.375000 Penalty: 4556.584473
	Iteration 42Q: 3 clusters Score -1674617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1674619.375000 Penalty: 4556.584473
	Iteration 43Q: 3 clusters Score -1674619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1674622.375000 Penalty: 4556.584473
	Iteration 44Q: 3 clusters Score -1674622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1674624.375000 Penalty: 4556.584473
	Iteration 45Q: 3 clusters Score -1674624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1674623.625000 Penalty: 4556.584473
	Iteration 46Q: 3 clusters Score -1674624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1674626.750000 Penalty: 4556.584473
	Iteration 47Q: 3 clusters Score -1674627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1674627.375000 Penalty: 4556.584473
	Iteration 48Q: 3 clusters Score -1674627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1674627.000000 Penalty: 4556.584473
	Iteration 49Q: 3 clusters Score -1674627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1674628.625000 Penalty: 4556.584473
	Iteration 50Q: 3 clusters Score -1674629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1674630.125000 Penalty: 4556.584473
	Iteration 51Q: 3 clusters Score -1674630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1674625.500000 Penalty: 4556.584473
	Iteration 52Q: 3 clusters Score -1674626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1674626.375000 Penalty: 4556.584473
	Iteration 53Q: 3 clusters Score -1674626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1674631.250000 Penalty: 4556.584473
	Iteration 54Q: 3 clusters Score -1674631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1674629.875000 Penalty: 4556.584473
	Iteration 55Q: 3 clusters Score -1674630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1674630.375000 Penalty: 4556.584473
	Iteration 56Q: 3 clusters Score -1674630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1674633.375000 Penalty: 4556.584473
	Iteration 57Q: 3 clusters Score -1674633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1674631.000000 Penalty: 4556.584473
	Iteration 58Q: 3 clusters Score -1674631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1674631.625000 Penalty: 4556.584473
	Iteration 59Q: 3 clusters Score -1674632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1674631.125000 Penalty: 4556.584473
	Iteration 60F: 3 clusters Score -1674631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Entering Unmasked Estep 
Score: -6769200.500000 Penalty: 2614.407959
	Iteration 0F: 2 clusters Score -6769200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6743784.500000 Penalty: 5228.815918
	Iteration 0F: 3 clusters Score -6743784 nChanged 17084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -6753025.500000 Penalty: 5228.815918
	Iteration 1F: 3 clusters Score -6753026 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -6753576.500000 Penalty: 5228.815918
	Iteration 2Q: 3 clusters Score -6753576 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -6754189.500000 Penalty: 5228.815918
	Iteration 3Q: 3 clusters Score -6754190 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -6755175.000000 Penalty: 5228.815918
	Iteration 4F: 3 clusters Score -6755175 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -6756625.000000 Penalty: 5228.815918
	Iteration 5F: 3 clusters Score -6756625 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -6758870.500000 Penalty: 5228.815918
	Iteration 6F: 3 clusters Score -6758870 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -6761581.000000 Penalty: 5228.815918
	Iteration 7F: 3 clusters Score -6761581 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6764009.500000 Penalty: 5228.815918
	Iteration 8F: 3 clusters Score -6764010 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6765503.500000 Penalty: 5228.815918
	Iteration 9Q: 3 clusters Score -6765504 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6766310.000000 Penalty: 5228.815918
	Iteration 10Q: 3 clusters Score -6766310 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6766662.000000 Penalty: 5228.815918
	Iteration 11Q: 3 clusters Score -6766662 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6766828.000000 Penalty: 5228.815918
	Iteration 12Q: 3 clusters Score -6766828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6766922.500000 Penalty: 5228.815918
	Iteration 13Q: 3 clusters Score -6766922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6766960.500000 Penalty: 5228.815918
	Iteration 14Q: 3 clusters Score -6766960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6766973.500000 Penalty: 5228.815918
	Iteration 15Q: 3 clusters Score -6766974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6767003.000000 Penalty: 5228.815918
	Iteration 16Q: 3 clusters Score -6767003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6767005.000000 Penalty: 5228.815918
	Iteration 17Q: 3 clusters Score -6767005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6767016.000000 Penalty: 5228.815918
	Iteration 18Q: 3 clusters Score -6767016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6767023.000000 Penalty: 5228.815918
	Iteration 19Q: 3 clusters Score -6767023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6767021.500000 Penalty: 5228.815918
	Iteration 20F: 3 clusters Score -6767022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6767025.000000 Penalty: 5228.815918
	Iteration 21Q: 3 clusters Score -6767025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6767029.500000 Penalty: 5228.815918
	Iteration 22Q: 3 clusters Score -6767030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6767027.000000 Penalty: 5228.815918
	Iteration 23Q: 3 clusters Score -6767027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6767026.500000 Penalty: 5228.815918
	Iteration 24Q: 3 clusters Score -6767026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6767026.500000 Penalty: 5228.815918
	Iteration 25F: 3 clusters Score -6767026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Entering Unmasked Estep 
Score: -8462632.000000 Penalty: 2672.653564
	Iteration 0F: 2 clusters Score -8462632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -8431366.000000 Penalty: 5345.307129
	Iteration 0F: 3 clusters Score -8431366 nChanged 22224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -8443610.000000 Penalty: 5345.307129
	Iteration 1F: 3 clusters Score -8443610 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8444081.000000 Penalty: 5345.307129
	Iteration 2Q: 3 clusters Score -8444081 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -8444551.000000 Penalty: 5345.307129
	Iteration 3Q: 3 clusters Score -8444551 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -8444925.000000 Penalty: 5345.307129
	Iteration 4Q: 3 clusters Score -8444925 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -8445359.000000 Penalty: 5345.307129
	Iteration 5Q: 3 clusters Score -8445359 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -8445755.000000 Penalty: 5345.307129
	Iteration 6Q: 3 clusters Score -8445755 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -8446300.000000 Penalty: 5345.307129
	Iteration 7Q: 3 clusters Score -8446300 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -8447038.000000 Penalty: 5345.307129
	Iteration 8Q: 3 clusters Score -8447038 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -8448285.000000 Penalty: 5345.307129
	Iteration 9Q: 3 clusters Score -8448285 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -8450114.000000 Penalty: 5345.307129
	Iteration 10F: 3 clusters Score -8450114 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -8452743.000000 Penalty: 5345.307129
	Iteration 11F: 3 clusters Score -8452743 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8455699.000000 Penalty: 5345.307129
	Iteration 12F: 3 clusters Score -8455699 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -8457924.000000 Penalty: 5345.307129
	Iteration 13F: 3 clusters Score -8457924 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8459154.000000 Penalty: 5345.307129
	Iteration 14Q: 3 clusters Score -8459154 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8459686.000000 Penalty: 5345.307129
	Iteration 15Q: 3 clusters Score -8459686 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -8459956.000000 Penalty: 5345.307129
	Iteration 16Q: 3 clusters Score -8459956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -8460103.000000 Penalty: 5345.307129
	Iteration 17Q: 3 clusters Score -8460103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -8460167.000000 Penalty: 5345.307129
	Iteration 18Q: 3 clusters Score -8460167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -8460220.000000 Penalty: 5345.307129
	Iteration 19Q: 3 clusters Score -8460220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -8460250.000000 Penalty: 5345.307129
	Iteration 20F: 3 clusters Score -8460250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -8460282.000000 Penalty: 5345.307129
	Iteration 21Q: 3 clusters Score -8460282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -8460296.000000 Penalty: 5345.307129
	Iteration 22Q: 3 clusters Score -8460296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -8460298.000000 Penalty: 5345.307129
	Iteration 23Q: 3 clusters Score -8460298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8460310.000000 Penalty: 5345.307129
	Iteration 24Q: 3 clusters Score -8460310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -8460310.000000 Penalty: 5345.307129
	Iteration 25Q: 3 clusters Score -8460310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -8460313.000000 Penalty: 5345.307129
	Iteration 26Q: 3 clusters Score -8460313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -8460325.000000 Penalty: 5345.307129
	Iteration 27Q: 3 clusters Score -8460325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -8460327.000000 Penalty: 5345.307129
	Iteration 28Q: 3 clusters Score -8460327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8460335.000000 Penalty: 5345.307129
	Iteration 29Q: 3 clusters Score -8460335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -8460327.000000 Penalty: 5345.307129
	Iteration 30Q: 3 clusters Score -8460327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -8460327.000000 Penalty: 5345.307129
	Iteration 31F: 3 clusters Score -8460327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Entering Unmasked Estep 
Score: -9443494.000000 Penalty: 2696.564453
	Iteration 0F: 2 clusters Score -9443494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -9412502.000000 Penalty: 5393.128906
	Iteration 0F: 3 clusters Score -9412502 nChanged 24385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -9426239.000000 Penalty: 5393.128906
	Iteration 1F: 3 clusters Score -9426239 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -9426726.000000 Penalty: 5393.128906
	Iteration 2Q: 3 clusters Score -9426726 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -9427162.000000 Penalty: 5393.128906
	Iteration 3Q: 3 clusters Score -9427162 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -9427605.000000 Penalty: 5393.128906
	Iteration 4Q: 3 clusters Score -9427605 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -9428251.000000 Penalty: 5393.128906
	Iteration 5Q: 3 clusters Score -9428251 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -9428931.000000 Penalty: 5393.128906
	Iteration 6Q: 3 clusters Score -9428931 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -9429873.000000 Penalty: 5393.128906
	Iteration 7Q: 3 clusters Score -9429873 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -9431138.000000 Penalty: 5393.128906
	Iteration 8Q: 3 clusters Score -9431138 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -9432860.000000 Penalty: 5393.128906
	Iteration 9F: 3 clusters Score -9432860 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -9435031.000000 Penalty: 5393.128906
	Iteration 10F: 3 clusters Score -9435031 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -9437309.000000 Penalty: 5393.128906
	Iteration 11F: 3 clusters Score -9437309 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9438962.000000 Penalty: 5393.128906
	Iteration 12F: 3 clusters Score -9438962 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -9439835.000000 Penalty: 5393.128906
	Iteration 13Q: 3 clusters Score -9439835 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -9440291.000000 Penalty: 5393.128906
	Iteration 14Q: 3 clusters Score -9440291 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -9440624.000000 Penalty: 5393.128906
	Iteration 15Q: 3 clusters Score -9440624 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -9440833.000000 Penalty: 5393.128906
	Iteration 16Q: 3 clusters Score -9440833 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -9440970.000000 Penalty: 5393.128906
	Iteration 17Q: 3 clusters Score -9440970 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -9441046.000000 Penalty: 5393.128906
	Iteration 18Q: 3 clusters Score -9441046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -9441165.000000 Penalty: 5393.128906
	Iteration 19Q: 3 clusters Score -9441165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -9441190.000000 Penalty: 5393.128906
	Iteration 20F: 3 clusters Score -9441190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -9441240.000000 Penalty: 5393.128906
	Iteration 21Q: 3 clusters Score -9441240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -9441248.000000 Penalty: 5393.128906
	Iteration 22Q: 3 clusters Score -9441248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -9441275.000000 Penalty: 5393.128906
	Iteration 23Q: 3 clusters Score -9441275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -9441264.000000 Penalty: 5393.128906
	Iteration 24Q: 3 clusters Score -9441264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -9441267.000000 Penalty: 5393.128906
	Iteration 25Q: 3 clusters Score -9441267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -9441262.000000 Penalty: 5393.128906
	Iteration 26Q: 3 clusters Score -9441262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -9441270.000000 Penalty: 5393.128906
	Iteration 27Q: 3 clusters Score -9441270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -9441271.000000 Penalty: 5393.128906
	Iteration 28Q: 3 clusters Score -9441271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -9441261.000000 Penalty: 5393.128906
	Iteration 29Q: 3 clusters Score -9441261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -9441260.000000 Penalty: 5393.128906
	Iteration 30Q: 3 clusters Score -9441260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -9441264.000000 Penalty: 5393.128906
	Iteration 31Q: 3 clusters Score -9441264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -9441278.000000 Penalty: 5393.128906
	Iteration 32Q: 3 clusters Score -9441278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -9441289.000000 Penalty: 5393.128906
	Iteration 33Q: 3 clusters Score -9441289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -9441298.000000 Penalty: 5393.128906
	Iteration 34Q: 3 clusters Score -9441298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -9441299.000000 Penalty: 5393.128906
	Iteration 35Q: 3 clusters Score -9441299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -9441298.000000 Penalty: 5393.128906
	Iteration 36Q: 3 clusters Score -9441298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -9441299.000000 Penalty: 5393.128906
	Iteration 37Q: 3 clusters Score -9441299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9441295.000000 Penalty: 5393.128906
	Iteration 38Q: 3 clusters Score -9441295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9441301.000000 Penalty: 5393.128906
	Iteration 39Q: 3 clusters Score -9441301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9441305.000000 Penalty: 5393.128906
	Iteration 40F: 3 clusters Score -9441305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -9441305.000000 Penalty: 5393.128906
	Iteration 41Q: 3 clusters Score -9441305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -9441304.000000 Penalty: 5393.128906
	Iteration 42Q: 3 clusters Score -9441304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -9441306.000000 Penalty: 5393.128906
	Iteration 43Q: 3 clusters Score -9441306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -9441315.000000 Penalty: 5393.128906
	Iteration 44Q: 3 clusters Score -9441315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -9441305.000000 Penalty: 5393.128906
	Iteration 45Q: 3 clusters Score -9441305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -9441308.000000 Penalty: 5393.128906
	Iteration 46Q: 3 clusters Score -9441308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -9441307.000000 Penalty: 5393.128906
	Iteration 47Q: 3 clusters Score -9441307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -9441307.000000 Penalty: 5393.128906
	Iteration 48F: 3 clusters Score -9441307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Entering Unmasked Estep 
Score: -7732503.500000 Penalty: 2645.190674
	Iteration 0F: 2 clusters Score -7732504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -7704016.500000 Penalty: 5290.381348
	Iteration 0F: 3 clusters Score -7704016 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -7714782.500000 Penalty: 5290.381348
	Iteration 1F: 3 clusters Score -7714782 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -7715258.500000 Penalty: 5290.381348
	Iteration 2Q: 3 clusters Score -7715258 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7715680.500000 Penalty: 5290.381348
	Iteration 3Q: 3 clusters Score -7715680 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -7716146.500000 Penalty: 5290.381348
	Iteration 4Q: 3 clusters Score -7716146 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7716720.000000 Penalty: 5290.381348
	Iteration 5Q: 3 clusters Score -7716720 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -7717609.000000 Penalty: 5290.381348
	Iteration 6Q: 3 clusters Score -7717609 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -7718900.500000 Penalty: 5290.381348
	Iteration 7F: 3 clusters Score -7718900 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -7720831.000000 Penalty: 5290.381348
	Iteration 8F: 3 clusters Score -7720831 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -7723335.500000 Penalty: 5290.381348
	Iteration 9F: 3 clusters Score -7723336 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -7725797.000000 Penalty: 5290.381348
	Iteration 10F: 3 clusters Score -7725797 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7727634.500000 Penalty: 5290.381348
	Iteration 11Q: 3 clusters Score -7727634 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7728799.000000 Penalty: 5290.381348
	Iteration 12Q: 3 clusters Score -7728799 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7729375.000000 Penalty: 5290.381348
	Iteration 13Q: 3 clusters Score -7729375 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7729726.500000 Penalty: 5290.381348
	Iteration 14Q: 3 clusters Score -7729726 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7729927.500000 Penalty: 5290.381348
	Iteration 15Q: 3 clusters Score -7729928 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7730085.000000 Penalty: 5290.381348
	Iteration 16Q: 3 clusters Score -7730085 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7730157.500000 Penalty: 5290.381348
	Iteration 17Q: 3 clusters Score -7730158 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7730184.500000 Penalty: 5290.381348
	Iteration 18Q: 3 clusters Score -7730184 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7730216.000000 Penalty: 5290.381348
	Iteration 19Q: 3 clusters Score -7730216 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7730235.000000 Penalty: 5290.381348
	Iteration 20F: 3 clusters Score -7730235 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7730254.500000 Penalty: 5290.381348
	Iteration 21Q: 3 clusters Score -7730254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7730281.000000 Penalty: 5290.381348
	Iteration 22Q: 3 clusters Score -7730281 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7730306.500000 Penalty: 5290.381348
	Iteration 23Q: 3 clusters Score -7730306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7730310.500000 Penalty: 5290.381348
	Iteration 24Q: 3 clusters Score -7730310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7730322.000000 Penalty: 5290.381348
	Iteration 25Q: 3 clusters Score -7730322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7730336.000000 Penalty: 5290.381348
	Iteration 26Q: 3 clusters Score -7730336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7730352.500000 Penalty: 5290.381348
	Iteration 27Q: 3 clusters Score -7730352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7730375.500000 Penalty: 5290.381348
	Iteration 28Q: 3 clusters Score -7730376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7730362.500000 Penalty: 5290.381348
	Iteration 29Q: 3 clusters Score -7730362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7730366.500000 Penalty: 5290.381348
	Iteration 30Q: 3 clusters Score -7730366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7730386.000000 Penalty: 5290.381348
	Iteration 31Q: 3 clusters Score -7730386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7730414.000000 Penalty: 5290.381348
	Iteration 32Q: 3 clusters Score -7730414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7730415.000000 Penalty: 5290.381348
	Iteration 33Q: 3 clusters Score -7730415 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7730443.000000 Penalty: 5290.381348
	Iteration 34Q: 3 clusters Score -7730443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7730461.000000 Penalty: 5290.381348
	Iteration 35Q: 3 clusters Score -7730461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7730474.500000 Penalty: 5290.381348
	Iteration 36Q: 3 clusters Score -7730474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7730486.000000 Penalty: 5290.381348
	Iteration 37Q: 3 clusters Score -7730486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7730506.500000 Penalty: 5290.381348
	Iteration 38Q: 3 clusters Score -7730506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7730531.500000 Penalty: 5290.381348
	Iteration 39Q: 3 clusters Score -7730532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7730552.000000 Penalty: 5290.381348
	Iteration 40F: 3 clusters Score -7730552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7730573.500000 Penalty: 5290.381348
	Iteration 41Q: 3 clusters Score -7730574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7730595.500000 Penalty: 5290.381348
	Iteration 42Q: 3 clusters Score -7730596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7730626.000000 Penalty: 5290.381348
	Iteration 43Q: 3 clusters Score -7730626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7730636.000000 Penalty: 5290.381348
	Iteration 44Q: 3 clusters Score -7730636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7730657.500000 Penalty: 5290.381348
	Iteration 45Q: 3 clusters Score -7730658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7730667.500000 Penalty: 5290.381348
	Iteration 46Q: 3 clusters Score -7730668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7730666.500000 Penalty: 5290.381348
	Iteration 47Q: 3 clusters Score -7730666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7730676.000000 Penalty: 5290.381348
	Iteration 48Q: 3 clusters Score -7730676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7730675.000000 Penalty: 5290.381348
	Iteration 49Q: 3 clusters Score -7730675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7730688.000000 Penalty: 5290.381348
	Iteration 50Q: 3 clusters Score -7730688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7730691.500000 Penalty: 5290.381348
	Iteration 51Q: 3 clusters Score -7730692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7730690.000000 Penalty: 5290.381348
	Iteration 52Q: 3 clusters Score -7730690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7730707.000000 Penalty: 5290.381348
	Iteration 53Q: 3 clusters Score -7730707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7730710.000000 Penalty: 5290.381348
	Iteration 54Q: 3 clusters Score -7730710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7730714.500000 Penalty: 5290.381348
	Iteration 55Q: 3 clusters Score -7730714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7730722.000000 Penalty: 5290.381348
	Iteration 56Q: 3 clusters Score -7730722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7730719.500000 Penalty: 5290.381348
	Iteration 57Q: 3 clusters Score -7730720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7730718.500000 Penalty: 5290.381348
	Iteration 58Q: 3 clusters Score -7730718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7730721.500000 Penalty: 5290.381348
	Iteration 59Q: 3 clusters Score -7730722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7730710.000000 Penalty: 5290.381348
	Iteration 60F: 3 clusters Score -7730710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7730718.500000 Penalty: 5290.381348
	Iteration 61Q: 3 clusters Score -7730718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7730718.500000 Penalty: 5290.381348
	Iteration 62F: 3 clusters Score -7730718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Entering Unmasked Estep 
Score: -6647570.000000 Penalty: 2609.500732
	Iteration 0F: 2 clusters Score -6647570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -6622521.500000 Penalty: 5219.001465
	Iteration 0F: 3 clusters Score -6622522 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6631764.000000 Penalty: 5219.001465
	Iteration 1F: 3 clusters Score -6631764 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -6632467.500000 Penalty: 5219.001465
	Iteration 2Q: 3 clusters Score -6632468 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -6633246.500000 Penalty: 5219.001465
	Iteration 3Q: 3 clusters Score -6633246 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -6634176.500000 Penalty: 5219.001465
	Iteration 4Q: 3 clusters Score -6634176 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -6635302.000000 Penalty: 5219.001465
	Iteration 5F: 3 clusters Score -6635302 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -6636728.500000 Penalty: 5219.001465
	Iteration 6F: 3 clusters Score -6636728 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -6638352.500000 Penalty: 5219.001465
	Iteration 7F: 3 clusters Score -6638352 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -6640010.000000 Penalty: 5219.001465
	Iteration 8F: 3 clusters Score -6640010 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6641684.500000 Penalty: 5219.001465
	Iteration 9F: 3 clusters Score -6641684 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -6642985.000000 Penalty: 5219.001465
	Iteration 10Q: 3 clusters Score -6642985 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6643867.500000 Penalty: 5219.001465
	Iteration 11Q: 3 clusters Score -6643868 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6644446.500000 Penalty: 5219.001465
	Iteration 12Q: 3 clusters Score -6644446 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6644766.000000 Penalty: 5219.001465
	Iteration 13Q: 3 clusters Score -6644766 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6644934.500000 Penalty: 5219.001465
	Iteration 14Q: 3 clusters Score -6644934 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6645087.000000 Penalty: 5219.001465
	Iteration 15Q: 3 clusters Score -6645087 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6645216.500000 Penalty: 5219.001465
	Iteration 16Q: 3 clusters Score -6645216 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6645283.500000 Penalty: 5219.001465
	Iteration 17Q: 3 clusters Score -6645284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6645357.000000 Penalty: 5219.001465
	Iteration 18Q: 3 clusters Score -6645357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6645391.000000 Penalty: 5219.001465
	Iteration 19Q: 3 clusters Score -6645391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6645414.500000 Penalty: 5219.001465
	Iteration 20F: 3 clusters Score -6645414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6645437.500000 Penalty: 5219.001465
	Iteration 21Q: 3 clusters Score -6645438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6645457.000000 Penalty: 5219.001465
	Iteration 22Q: 3 clusters Score -6645457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6645481.500000 Penalty: 5219.001465
	Iteration 23Q: 3 clusters Score -6645482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6645507.000000 Penalty: 5219.001465
	Iteration 24Q: 3 clusters Score -6645507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6645504.500000 Penalty: 5219.001465
	Iteration 25Q: 3 clusters Score -6645504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6645508.000000 Penalty: 5219.001465
	Iteration 26Q: 3 clusters Score -6645508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6645515.000000 Penalty: 5219.001465
	Iteration 27Q: 3 clusters Score -6645515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6645524.000000 Penalty: 5219.001465
	Iteration 28Q: 3 clusters Score -6645524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6645520.000000 Penalty: 5219.001465
	Iteration 29Q: 3 clusters Score -6645520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6645521.000000 Penalty: 5219.001465
	Iteration 30Q: 3 clusters Score -6645521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6645533.500000 Penalty: 5219.001465
	Iteration 31Q: 3 clusters Score -6645534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6645540.000000 Penalty: 5219.001465
	Iteration 32Q: 3 clusters Score -6645540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6645540.000000 Penalty: 5219.001465
	Iteration 33Q: 3 clusters Score -6645540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6645551.000000 Penalty: 5219.001465
	Iteration 34Q: 3 clusters Score -6645551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6645549.500000 Penalty: 5219.001465
	Iteration 35Q: 3 clusters Score -6645550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6645555.000000 Penalty: 5219.001465
	Iteration 36Q: 3 clusters Score -6645555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6645548.500000 Penalty: 5219.001465
	Iteration 37Q: 3 clusters Score -6645548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6645552.000000 Penalty: 5219.001465
	Iteration 38Q: 3 clusters Score -6645552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6645553.500000 Penalty: 5219.001465
	Iteration 39Q: 3 clusters Score -6645554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6645558.500000 Penalty: 5219.001465
	Iteration 40F: 3 clusters Score -6645558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6645556.000000 Penalty: 5219.001465
	Iteration 41Q: 3 clusters Score -6645556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6645559.500000 Penalty: 5219.001465
	Iteration 42Q: 3 clusters Score -6645560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6645560.000000 Penalty: 5219.001465
	Iteration 43Q: 3 clusters Score -6645560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6645560.000000 Penalty: 5219.001465
	Iteration 44F: 3 clusters Score -6645560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Entering Unmasked Estep 
Score: -9013642.000000 Penalty: 2683.597412
	Iteration 0F: 2 clusters Score -9013642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -8983484.000000 Penalty: 5367.194824
	Iteration 0F: 3 clusters Score -8983484 nChanged 23216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -8996279.000000 Penalty: 5367.194824
	Iteration 1F: 3 clusters Score -8996279 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -8996755.000000 Penalty: 5367.194824
	Iteration 2Q: 3 clusters Score -8996755 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -8997300.000000 Penalty: 5367.194824
	Iteration 3Q: 3 clusters Score -8997300 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -8997759.000000 Penalty: 5367.194824
	Iteration 4Q: 3 clusters Score -8997759 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -8998296.000000 Penalty: 5367.194824
	Iteration 5Q: 3 clusters Score -8998296 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -8998847.000000 Penalty: 5367.194824
	Iteration 6Q: 3 clusters Score -8998847 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8999584.000000 Penalty: 5367.194824
	Iteration 7Q: 3 clusters Score -8999584 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -9000654.000000 Penalty: 5367.194824
	Iteration 8Q: 3 clusters Score -9000654 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -9002179.000000 Penalty: 5367.194824
	Iteration 9F: 3 clusters Score -9002179 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -9004051.000000 Penalty: 5367.194824
	Iteration 10F: 3 clusters Score -9004051 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -9006101.000000 Penalty: 5367.194824
	Iteration 11F: 3 clusters Score -9006101 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -9007801.000000 Penalty: 5367.194824
	Iteration 12Q: 3 clusters Score -9007801 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -9008998.000000 Penalty: 5367.194824
	Iteration 13Q: 3 clusters Score -9008998 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -9009851.000000 Penalty: 5367.194824
	Iteration 14Q: 3 clusters Score -9009851 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -9010427.000000 Penalty: 5367.194824
	Iteration 15Q: 3 clusters Score -9010427 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -9010882.000000 Penalty: 5367.194824
	Iteration 16Q: 3 clusters Score -9010882 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -9011142.000000 Penalty: 5367.194824
	Iteration 17Q: 3 clusters Score -9011142 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -9011314.000000 Penalty: 5367.194824
	Iteration 18Q: 3 clusters Score -9011314 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -9011403.000000 Penalty: 5367.194824
	Iteration 19Q: 3 clusters Score -9011403 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -9011478.000000 Penalty: 5367.194824
	Iteration 20F: 3 clusters Score -9011478 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -9011548.000000 Penalty: 5367.194824
	Iteration 21Q: 3 clusters Score -9011548 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -9011563.000000 Penalty: 5367.194824
	Iteration 22Q: 3 clusters Score -9011563 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9011562.000000 Penalty: 5367.194824
	Iteration 23Q: 3 clusters Score -9011562 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9011589.000000 Penalty: 5367.194824
	Iteration 24Q: 3 clusters Score -9011589 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -9011615.000000 Penalty: 5367.194824
	Iteration 25Q: 3 clusters Score -9011615 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -9011625.000000 Penalty: 5367.194824
	Iteration 26Q: 3 clusters Score -9011625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9011611.000000 Penalty: 5367.194824
	Iteration 27Q: 3 clusters Score -9011611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -9011591.000000 Penalty: 5367.194824
	Iteration 28Q: 3 clusters Score -9011591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -9011591.000000 Penalty: 5367.194824
	Iteration 29Q: 3 clusters Score -9011591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -9011598.000000 Penalty: 5367.194824
	Iteration 30Q: 3 clusters Score -9011598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9011591.000000 Penalty: 5367.194824
	Iteration 31Q: 3 clusters Score -9011591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9011606.000000 Penalty: 5367.194824
	Iteration 32Q: 3 clusters Score -9011606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -9011596.000000 Penalty: 5367.194824
	Iteration 33Q: 3 clusters Score -9011596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -9011604.000000 Penalty: 5367.194824
	Iteration 34Q: 3 clusters Score -9011604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -9011596.000000 Penalty: 5367.194824
	Iteration 35Q: 3 clusters Score -9011596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -9011609.000000 Penalty: 5367.194824
	Iteration 36Q: 3 clusters Score -9011609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -9011614.000000 Penalty: 5367.194824
	Iteration 37Q: 3 clusters Score -9011614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -9011618.000000 Penalty: 5367.194824
	Iteration 38Q: 3 clusters Score -9011618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -9011609.000000 Penalty: 5367.194824
	Iteration 39Q: 3 clusters Score -9011609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -9011620.000000 Penalty: 5367.194824
	Iteration 40F: 3 clusters Score -9011620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -9011633.000000 Penalty: 5367.194824
	Iteration 41Q: 3 clusters Score -9011633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -9011633.000000 Penalty: 5367.194824
	Iteration 42Q: 3 clusters Score -9011633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -9011639.000000 Penalty: 5367.194824
	Iteration 43Q: 3 clusters Score -9011639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -9011638.000000 Penalty: 5367.194824
	Iteration 44Q: 3 clusters Score -9011638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -9011630.000000 Penalty: 5367.194824
	Iteration 45Q: 3 clusters Score -9011630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -9011637.000000 Penalty: 5367.194824
	Iteration 46Q: 3 clusters Score -9011637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -9011639.000000 Penalty: 5367.194824
	Iteration 47Q: 3 clusters Score -9011639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -9011639.000000 Penalty: 5367.194824
	Iteration 48Q: 3 clusters Score -9011639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -9011644.000000 Penalty: 5367.194824
	Iteration 49Q: 3 clusters Score -9011644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -9011639.000000 Penalty: 5367.194824
	Iteration 50Q: 3 clusters Score -9011639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -9011634.000000 Penalty: 5367.194824
	Iteration 51Q: 3 clusters Score -9011634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -9011636.000000 Penalty: 5367.194824
	Iteration 52Q: 3 clusters Score -9011636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -9011640.000000 Penalty: 5367.194824
	Iteration 53Q: 3 clusters Score -9011640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9011637.000000 Penalty: 5367.194824
	Iteration 54Q: 3 clusters Score -9011637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -9011632.000000 Penalty: 5367.194824
	Iteration 55Q: 3 clusters Score -9011632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -9011647.000000 Penalty: 5367.194824
	Iteration 56Q: 3 clusters Score -9011647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9011641.000000 Penalty: 5367.194824
	Iteration 57Q: 3 clusters Score -9011641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -9011638.000000 Penalty: 5367.194824
	Iteration 58Q: 3 clusters Score -9011638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -9011641.000000 Penalty: 5367.194824
	Iteration 59Q: 3 clusters Score -9011641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -9011641.000000 Penalty: 5367.194824
	Iteration 60F: 3 clusters Score -9011641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Entering Unmasked Estep 
Score: -9089308.000000 Penalty: 2688.186768
	Iteration 0F: 2 clusters Score -9089308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -9057849.000000 Penalty: 5376.373535
	Iteration 0F: 3 clusters Score -9057849 nChanged 23590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -9070912.000000 Penalty: 5376.373535
	Iteration 1F: 3 clusters Score -9070912 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -9071645.000000 Penalty: 5376.373535
	Iteration 2Q: 3 clusters Score -9071645 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -9072468.000000 Penalty: 5376.373535
	Iteration 3Q: 3 clusters Score -9072468 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -9073296.000000 Penalty: 5376.373535
	Iteration 4Q: 3 clusters Score -9073296 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -9074154.000000 Penalty: 5376.373535
	Iteration 5Q: 3 clusters Score -9074154 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -9075022.000000 Penalty: 5376.373535
	Iteration 6Q: 3 clusters Score -9075022 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -9075960.000000 Penalty: 5376.373535
	Iteration 7Q: 3 clusters Score -9075960 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -9077042.000000 Penalty: 5376.373535
	Iteration 8Q: 3 clusters Score -9077042 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -9078374.000000 Penalty: 5376.373535
	Iteration 9Q: 3 clusters Score -9078374 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -9079942.000000 Penalty: 5376.373535
	Iteration 10F: 3 clusters Score -9079942 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -9081443.000000 Penalty: 5376.373535
	Iteration 11F: 3 clusters Score -9081443 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -9082846.000000 Penalty: 5376.373535
	Iteration 12Q: 3 clusters Score -9082846 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -9083957.000000 Penalty: 5376.373535
	Iteration 13Q: 3 clusters Score -9083957 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -9084712.000000 Penalty: 5376.373535
	Iteration 14Q: 3 clusters Score -9084712 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -9085301.000000 Penalty: 5376.373535
	Iteration 15Q: 3 clusters Score -9085301 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -9085821.000000 Penalty: 5376.373535
	Iteration 16Q: 3 clusters Score -9085821 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -9086264.000000 Penalty: 5376.373535
	Iteration 17Q: 3 clusters Score -9086264 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -9086651.000000 Penalty: 5376.373535
	Iteration 18Q: 3 clusters Score -9086651 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -9086992.000000 Penalty: 5376.373535
	Iteration 19Q: 3 clusters Score -9086992 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -9087343.000000 Penalty: 5376.373535
	Iteration 20F: 3 clusters Score -9087343 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -9087650.000000 Penalty: 5376.373535
	Iteration 21Q: 3 clusters Score -9087650 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -9087830.000000 Penalty: 5376.373535
	Iteration 22Q: 3 clusters Score -9087830 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -9087973.000000 Penalty: 5376.373535
	Iteration 23Q: 3 clusters Score -9087973 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -9088173.000000 Penalty: 5376.373535
	Iteration 24Q: 3 clusters Score -9088173 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -9088208.000000 Penalty: 5376.373535
	Iteration 25Q: 3 clusters Score -9088208 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -9088272.000000 Penalty: 5376.373535
	Iteration 26Q: 3 clusters Score -9088272 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -9088328.000000 Penalty: 5376.373535
	Iteration 27Q: 3 clusters Score -9088328 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -9088382.000000 Penalty: 5376.373535
	Iteration 28Q: 3 clusters Score -9088382 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -9088400.000000 Penalty: 5376.373535
	Iteration 29Q: 3 clusters Score -9088400 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -9088392.000000 Penalty: 5376.373535
	Iteration 30Q: 3 clusters Score -9088392 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -9088394.000000 Penalty: 5376.373535
	Iteration 31Q: 3 clusters Score -9088394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -9088367.000000 Penalty: 5376.373535
	Iteration 32Q: 3 clusters Score -9088367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -9088337.000000 Penalty: 5376.373535
	Iteration 33Q: 3 clusters Score -9088337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -9088352.000000 Penalty: 5376.373535
	Iteration 34Q: 3 clusters Score -9088352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -9088366.000000 Penalty: 5376.373535
	Iteration 35Q: 3 clusters Score -9088366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -9088379.000000 Penalty: 5376.373535
	Iteration 36Q: 3 clusters Score -9088379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -9088363.000000 Penalty: 5376.373535
	Iteration 37Q: 3 clusters Score -9088363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9088349.000000 Penalty: 5376.373535
	Iteration 38Q: 3 clusters Score -9088349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -9088347.000000 Penalty: 5376.373535
	Iteration 39Q: 3 clusters Score -9088347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -9088334.000000 Penalty: 5376.373535
	Iteration 40F: 3 clusters Score -9088334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9088333.000000 Penalty: 5376.373535
	Iteration 41Q: 3 clusters Score -9088333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -9088331.000000 Penalty: 5376.373535
	Iteration 42Q: 3 clusters Score -9088331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -9088349.000000 Penalty: 5376.373535
	Iteration 43Q: 3 clusters Score -9088349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9088332.000000 Penalty: 5376.373535
	Iteration 44Q: 3 clusters Score -9088332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -9088316.000000 Penalty: 5376.373535
	Iteration 45Q: 3 clusters Score -9088316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -9088322.000000 Penalty: 5376.373535
	Iteration 46Q: 3 clusters Score -9088322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9088320.000000 Penalty: 5376.373535
	Iteration 47Q: 3 clusters Score -9088320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9088329.000000 Penalty: 5376.373535
	Iteration 48Q: 3 clusters Score -9088329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9088326.000000 Penalty: 5376.373535
	Iteration 49Q: 3 clusters Score -9088326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -9088326.000000 Penalty: 5376.373535
	Iteration 50Q: 3 clusters Score -9088326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -9088331.000000 Penalty: 5376.373535
	Iteration 51Q: 3 clusters Score -9088331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -9088330.000000 Penalty: 5376.373535
	Iteration 52Q: 3 clusters Score -9088330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -9088331.000000 Penalty: 5376.373535
	Iteration 53Q: 3 clusters Score -9088331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -9088326.000000 Penalty: 5376.373535
	Iteration 54Q: 3 clusters Score -9088326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -9088320.000000 Penalty: 5376.373535
	Iteration 55Q: 3 clusters Score -9088320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -9088314.000000 Penalty: 5376.373535
	Iteration 56Q: 3 clusters Score -9088314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -9088311.000000 Penalty: 5376.373535
	Iteration 57Q: 3 clusters Score -9088311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9088318.000000 Penalty: 5376.373535
	Iteration 58Q: 3 clusters Score -9088318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9088317.000000 Penalty: 5376.373535
	Iteration 59Q: 3 clusters Score -9088317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -9088314.000000 Penalty: 5376.373535
	Iteration 60F: 3 clusters Score -9088314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -9088314.000000 Penalty: 5376.373535
	Iteration 61Q: 3 clusters Score -9088314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -9088314.000000 Penalty: 5376.373535
	Iteration 62F: 3 clusters Score -9088314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Entering Unmasked Estep 
Score: -8439124.000000 Penalty: 2668.645020
	Iteration 0F: 2 clusters Score -8439124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8408772.000000 Penalty: 5337.290039
	Iteration 0F: 3 clusters Score -8408772 nChanged 21704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -8420561.000000 Penalty: 5337.290039
	Iteration 1F: 3 clusters Score -8420561 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8421231.000000 Penalty: 5337.290039
	Iteration 2Q: 3 clusters Score -8421231 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -8421943.000000 Penalty: 5337.290039
	Iteration 3Q: 3 clusters Score -8421943 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -8422871.000000 Penalty: 5337.290039
	Iteration 4Q: 3 clusters Score -8422871 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -8424141.000000 Penalty: 5337.290039
	Iteration 5F: 3 clusters Score -8424141 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -8425751.000000 Penalty: 5337.290039
	Iteration 6F: 3 clusters Score -8425751 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -8427785.000000 Penalty: 5337.290039
	Iteration 7F: 3 clusters Score -8427785 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -8430165.000000 Penalty: 5337.290039
	Iteration 8F: 3 clusters Score -8430165 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -8432486.000000 Penalty: 5337.290039
	Iteration 9F: 3 clusters Score -8432486 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -8434321.000000 Penalty: 5337.290039
	Iteration 10Q: 3 clusters Score -8434321 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -8435273.000000 Penalty: 5337.290039
	Iteration 11Q: 3 clusters Score -8435273 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -8435754.000000 Penalty: 5337.290039
	Iteration 12Q: 3 clusters Score -8435754 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -8436074.000000 Penalty: 5337.290039
	Iteration 13Q: 3 clusters Score -8436074 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -8436338.000000 Penalty: 5337.290039
	Iteration 14Q: 3 clusters Score -8436338 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -8436573.000000 Penalty: 5337.290039
	Iteration 15Q: 3 clusters Score -8436573 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -8436726.000000 Penalty: 5337.290039
	Iteration 16Q: 3 clusters Score -8436726 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -8436871.000000 Penalty: 5337.290039
	Iteration 17Q: 3 clusters Score -8436871 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8437031.000000 Penalty: 5337.290039
	Iteration 18Q: 3 clusters Score -8437031 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -8437101.000000 Penalty: 5337.290039
	Iteration 19Q: 3 clusters Score -8437101 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8437180.000000 Penalty: 5337.290039
	Iteration 20F: 3 clusters Score -8437180 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -8437282.000000 Penalty: 5337.290039
	Iteration 21Q: 3 clusters Score -8437282 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -8437356.000000 Penalty: 5337.290039
	Iteration 22Q: 3 clusters Score -8437356 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8437423.000000 Penalty: 5337.290039
	Iteration 23Q: 3 clusters Score -8437423 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -8437454.000000 Penalty: 5337.290039
	Iteration 24Q: 3 clusters Score -8437454 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -8437502.000000 Penalty: 5337.290039
	Iteration 25Q: 3 clusters Score -8437502 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8437519.000000 Penalty: 5337.290039
	Iteration 26Q: 3 clusters Score -8437519 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8437522.000000 Penalty: 5337.290039
	Iteration 27Q: 3 clusters Score -8437522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8437543.000000 Penalty: 5337.290039
	Iteration 28Q: 3 clusters Score -8437543 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8437570.000000 Penalty: 5337.290039
	Iteration 29Q: 3 clusters Score -8437570 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8437615.000000 Penalty: 5337.290039
	Iteration 30Q: 3 clusters Score -8437615 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8437643.000000 Penalty: 5337.290039
	Iteration 31Q: 3 clusters Score -8437643 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8437683.000000 Penalty: 5337.290039
	Iteration 32Q: 3 clusters Score -8437683 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8437707.000000 Penalty: 5337.290039
	Iteration 33Q: 3 clusters Score -8437707 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8437693.000000 Penalty: 5337.290039
	Iteration 34Q: 3 clusters Score -8437693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8437694.000000 Penalty: 5337.290039
	Iteration 35Q: 3 clusters Score -8437694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8437675.000000 Penalty: 5337.290039
	Iteration 36Q: 3 clusters Score -8437675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8437679.000000 Penalty: 5337.290039
	Iteration 37Q: 3 clusters Score -8437679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8437693.000000 Penalty: 5337.290039
	Iteration 38Q: 3 clusters Score -8437693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8437699.000000 Penalty: 5337.290039
	Iteration 39Q: 3 clusters Score -8437699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8437712.000000 Penalty: 5337.290039
	Iteration 40F: 3 clusters Score -8437712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8437702.000000 Penalty: 5337.290039
	Iteration 41Q: 3 clusters Score -8437702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8437688.000000 Penalty: 5337.290039
	Iteration 42Q: 3 clusters Score -8437688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8437686.000000 Penalty: 5337.290039
	Iteration 43Q: 3 clusters Score -8437686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8437695.000000 Penalty: 5337.290039
	Iteration 44Q: 3 clusters Score -8437695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8437693.000000 Penalty: 5337.290039
	Iteration 45Q: 3 clusters Score -8437693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8437694.000000 Penalty: 5337.290039
	Iteration 46Q: 3 clusters Score -8437694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8437689.000000 Penalty: 5337.290039
	Iteration 47Q: 3 clusters Score -8437689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8437683.000000 Penalty: 5337.290039
	Iteration 48Q: 3 clusters Score -8437683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8437688.000000 Penalty: 5337.290039
	Iteration 49Q: 3 clusters Score -8437688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8437688.000000 Penalty: 5337.290039
	Iteration 50Q: 3 clusters Score -8437688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8437694.000000 Penalty: 5337.290039
	Iteration 51Q: 3 clusters Score -8437694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8437686.000000 Penalty: 5337.290039
	Iteration 52Q: 3 clusters Score -8437686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8437677.000000 Penalty: 5337.290039
	Iteration 53Q: 3 clusters Score -8437677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8437686.000000 Penalty: 5337.290039
	Iteration 54Q: 3 clusters Score -8437686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8437677.000000 Penalty: 5337.290039
	Iteration 55Q: 3 clusters Score -8437677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8437671.000000 Penalty: 5337.290039
	Iteration 56Q: 3 clusters Score -8437671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8437676.000000 Penalty: 5337.290039
	Iteration 57Q: 3 clusters Score -8437676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8437678.000000 Penalty: 5337.290039
	Iteration 58Q: 3 clusters Score -8437678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8437679.000000 Penalty: 5337.290039
	Iteration 59Q: 3 clusters Score -8437679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8437679.000000 Penalty: 5337.290039
	Iteration 60F: 3 clusters Score -8437679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Entering Unmasked Estep 
Score: -6092735.500000 Penalty: 2589.991211
	Iteration 0F: 2 clusters Score -6092736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -6069447.500000 Penalty: 5179.982422
	Iteration 0F: 3 clusters Score -6069448 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -6077757.000000 Penalty: 5179.982422
	Iteration 1F: 3 clusters Score -6077757 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6078254.500000 Penalty: 5179.982422
	Iteration 2Q: 3 clusters Score -6078254 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -6078787.000000 Penalty: 5179.982422
	Iteration 3Q: 3 clusters Score -6078787 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6079359.000000 Penalty: 5179.982422
	Iteration 4Q: 3 clusters Score -6079359 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -6080037.500000 Penalty: 5179.982422
	Iteration 5Q: 3 clusters Score -6080038 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -6080773.500000 Penalty: 5179.982422
	Iteration 6Q: 3 clusters Score -6080774 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -6081418.500000 Penalty: 5179.982422
	Iteration 7Q: 3 clusters Score -6081418 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -6082012.500000 Penalty: 5179.982422
	Iteration 8Q: 3 clusters Score -6082012 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -6082604.000000 Penalty: 5179.982422
	Iteration 9Q: 3 clusters Score -6082604 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -6083221.000000 Penalty: 5179.982422
	Iteration 10Q: 3 clusters Score -6083221 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -6083770.500000 Penalty: 5179.982422
	Iteration 11Q: 3 clusters Score -6083770 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -6084369.000000 Penalty: 5179.982422
	Iteration 12Q: 3 clusters Score -6084369 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -6084911.000000 Penalty: 5179.982422
	Iteration 13Q: 3 clusters Score -6084911 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -6085492.000000 Penalty: 5179.982422
	Iteration 14Q: 3 clusters Score -6085492 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -6086127.000000 Penalty: 5179.982422
	Iteration 15Q: 3 clusters Score -6086127 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6086798.000000 Penalty: 5179.982422
	Iteration 16Q: 3 clusters Score -6086798 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6087450.500000 Penalty: 5179.982422
	Iteration 17Q: 3 clusters Score -6087450 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6088088.500000 Penalty: 5179.982422
	Iteration 18Q: 3 clusters Score -6088088 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -6088690.500000 Penalty: 5179.982422
	Iteration 19Q: 3 clusters Score -6088690 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -6089172.500000 Penalty: 5179.982422
	Iteration 20F: 3 clusters Score -6089172 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -6089549.000000 Penalty: 5179.982422
	Iteration 21Q: 3 clusters Score -6089549 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -6089778.500000 Penalty: 5179.982422
	Iteration 22Q: 3 clusters Score -6089778 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -6089993.000000 Penalty: 5179.982422
	Iteration 23Q: 3 clusters Score -6089993 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -6090156.000000 Penalty: 5179.982422
	Iteration 24Q: 3 clusters Score -6090156 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -6090268.500000 Penalty: 5179.982422
	Iteration 25Q: 3 clusters Score -6090268 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -6090361.000000 Penalty: 5179.982422
	Iteration 26Q: 3 clusters Score -6090361 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -6090435.000000 Penalty: 5179.982422
	Iteration 27Q: 3 clusters Score -6090435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -6090497.500000 Penalty: 5179.982422
	Iteration 28Q: 3 clusters Score -6090498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -6090515.000000 Penalty: 5179.982422
	Iteration 29Q: 3 clusters Score -6090515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6090529.000000 Penalty: 5179.982422
	Iteration 30Q: 3 clusters Score -6090529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6090553.500000 Penalty: 5179.982422
	Iteration 31Q: 3 clusters Score -6090554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6090561.500000 Penalty: 5179.982422
	Iteration 32Q: 3 clusters Score -6090562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -6090576.000000 Penalty: 5179.982422
	Iteration 33Q: 3 clusters Score -6090576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -6090575.000000 Penalty: 5179.982422
	Iteration 34Q: 3 clusters Score -6090575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -6090579.000000 Penalty: 5179.982422
	Iteration 35Q: 3 clusters Score -6090579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -6090577.000000 Penalty: 5179.982422
	Iteration 36Q: 3 clusters Score -6090577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -6090580.500000 Penalty: 5179.982422
	Iteration 37Q: 3 clusters Score -6090580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6090585.000000 Penalty: 5179.982422
	Iteration 38Q: 3 clusters Score -6090585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -6090579.000000 Penalty: 5179.982422
	Iteration 39Q: 3 clusters Score -6090579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -6090583.000000 Penalty: 5179.982422
	Iteration 40F: 3 clusters Score -6090583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -6090581.000000 Penalty: 5179.982422
	Iteration 41Q: 3 clusters Score -6090581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6090582.500000 Penalty: 5179.982422
	Iteration 42Q: 3 clusters Score -6090582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6090584.000000 Penalty: 5179.982422
	Iteration 43Q: 3 clusters Score -6090584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -6090589.500000 Penalty: 5179.982422
	Iteration 44Q: 3 clusters Score -6090590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6090587.500000 Penalty: 5179.982422
	Iteration 45Q: 3 clusters Score -6090588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6090593.000000 Penalty: 5179.982422
	Iteration 46Q: 3 clusters Score -6090593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6090593.000000 Penalty: 5179.982422
	Iteration 47F: 3 clusters Score -6090593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Entering Unmasked Estep 
Score: -3937173.250000 Penalty: 2487.098145
	Iteration 0F: 2 clusters Score -3937173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3921458.000000 Penalty: 4974.196289
	Iteration 0F: 3 clusters Score -3921458 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3927015.250000 Penalty: 4974.196289
	Iteration 1F: 3 clusters Score -3927015 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3927616.750000 Penalty: 4974.196289
	Iteration 2F: 3 clusters Score -3927617 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3928068.500000 Penalty: 4974.196289
	Iteration 3F: 3 clusters Score -3928068 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3928432.000000 Penalty: 4974.196289
	Iteration 4Q: 3 clusters Score -3928432 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3928729.750000 Penalty: 4974.196289
	Iteration 5Q: 3 clusters Score -3928730 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3928999.750000 Penalty: 4974.196289
	Iteration 6Q: 3 clusters Score -3929000 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3929226.250000 Penalty: 4974.196289
	Iteration 7Q: 3 clusters Score -3929226 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3929459.750000 Penalty: 4974.196289
	Iteration 8Q: 3 clusters Score -3929460 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3929727.750000 Penalty: 4974.196289
	Iteration 9Q: 3 clusters Score -3929728 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3929977.500000 Penalty: 4974.196289
	Iteration 10Q: 3 clusters Score -3929978 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3930253.250000 Penalty: 4974.196289
	Iteration 11Q: 3 clusters Score -3930253 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3930596.250000 Penalty: 4974.196289
	Iteration 12Q: 3 clusters Score -3930596 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3931004.250000 Penalty: 4974.196289
	Iteration 13Q: 3 clusters Score -3931004 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3931496.000000 Penalty: 4974.196289
	Iteration 14Q: 3 clusters Score -3931496 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3932116.250000 Penalty: 4974.196289
	Iteration 15Q: 3 clusters Score -3932116 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3932842.500000 Penalty: 4974.196289
	Iteration 16Q: 3 clusters Score -3932842 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3933566.500000 Penalty: 4974.196289
	Iteration 17Q: 3 clusters Score -3933566 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3934155.750000 Penalty: 4974.196289
	Iteration 18Q: 3 clusters Score -3934156 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3934530.250000 Penalty: 4974.196289
	Iteration 19Q: 3 clusters Score -3934530 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3934844.500000 Penalty: 4974.196289
	Iteration 20F: 3 clusters Score -3934844 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3934998.000000 Penalty: 4974.196289
	Iteration 21Q: 3 clusters Score -3934998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3935088.500000 Penalty: 4974.196289
	Iteration 22Q: 3 clusters Score -3935088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3935142.500000 Penalty: 4974.196289
	Iteration 23Q: 3 clusters Score -3935142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3935184.500000 Penalty: 4974.196289
	Iteration 24Q: 3 clusters Score -3935184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3935214.500000 Penalty: 4974.196289
	Iteration 25Q: 3 clusters Score -3935214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3935245.000000 Penalty: 4974.196289
	Iteration 26Q: 3 clusters Score -3935245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3935273.000000 Penalty: 4974.196289
	Iteration 27Q: 3 clusters Score -3935273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3935285.750000 Penalty: 4974.196289
	Iteration 28Q: 3 clusters Score -3935286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3935298.750000 Penalty: 4974.196289
	Iteration 29Q: 3 clusters Score -3935299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3935305.250000 Penalty: 4974.196289
	Iteration 30Q: 3 clusters Score -3935305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3935315.000000 Penalty: 4974.196289
	Iteration 31Q: 3 clusters Score -3935315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3935319.500000 Penalty: 4974.196289
	Iteration 32Q: 3 clusters Score -3935320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3935325.500000 Penalty: 4974.196289
	Iteration 33Q: 3 clusters Score -3935326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3935321.500000 Penalty: 4974.196289
	Iteration 34Q: 3 clusters Score -3935322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3935322.000000 Penalty: 4974.196289
	Iteration 35Q: 3 clusters Score -3935322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3935321.500000 Penalty: 4974.196289
	Iteration 36Q: 3 clusters Score -3935322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3935326.750000 Penalty: 4974.196289
	Iteration 37Q: 3 clusters Score -3935327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3935326.500000 Penalty: 4974.196289
	Iteration 38Q: 3 clusters Score -3935326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3935326.500000 Penalty: 4974.196289
	Iteration 39F: 3 clusters Score -3935326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -651307.437500 Penalty: 2044.855225
	Iteration 0F: 2 clusters Score -651307.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -647523.312500 Penalty: 4089.710449
	Iteration 0F: 3 clusters Score -647523.3 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -648391.125000 Penalty: 4089.710449
	Iteration 1F: 3 clusters Score -648391.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -648619.625000 Penalty: 4089.710449
	Iteration 2F: 3 clusters Score -648619.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -648755.125000 Penalty: 4089.710449
	Iteration 3F: 3 clusters Score -648755.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -648853.437500 Penalty: 4089.710449
	Iteration 4Q: 3 clusters Score -648853.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -648932.750000 Penalty: 4089.710449
	Iteration 5Q: 3 clusters Score -648932.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -649030.812500 Penalty: 4089.710449
	Iteration 6Q: 3 clusters Score -649030.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -649162.062500 Penalty: 4089.710449
	Iteration 7Q: 3 clusters Score -649162.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -649318.125000 Penalty: 4089.710449
	Iteration 8Q: 3 clusters Score -649318.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -649431.437500 Penalty: 4089.710449
	Iteration 9Q: 3 clusters Score -649431.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -649531.687500 Penalty: 4089.710449
	Iteration 10Q: 3 clusters Score -649531.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -649637.125000 Penalty: 4089.710449
	Iteration 11Q: 3 clusters Score -649637.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -649725.562500 Penalty: 4089.710449
	Iteration 12Q: 3 clusters Score -649725.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -649806.375000 Penalty: 4089.710449
	Iteration 13Q: 3 clusters Score -649806.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -649873.312500 Penalty: 4089.710449
	Iteration 14Q: 3 clusters Score -649873.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -649944.125000 Penalty: 4089.710449
	Iteration 15Q: 3 clusters Score -649944.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -650001.562500 Penalty: 4089.710449
	Iteration 16Q: 3 clusters Score -650001.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -650043.562500 Penalty: 4089.710449
	Iteration 17Q: 3 clusters Score -650043.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -650088.937500 Penalty: 4089.710449
	Iteration 18Q: 3 clusters Score -650088.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -650131.250000 Penalty: 4089.710449
	Iteration 19Q: 3 clusters Score -650131.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -650176.250000 Penalty: 4089.710449
	Iteration 20F: 3 clusters Score -650176.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -650218.687500 Penalty: 4089.710449
	Iteration 21Q: 3 clusters Score -650218.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -650248.250000 Penalty: 4089.710449
	Iteration 22Q: 3 clusters Score -650248.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -650268.312500 Penalty: 4089.710449
	Iteration 23Q: 3 clusters Score -650268.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -650283.812500 Penalty: 4089.710449
	Iteration 24Q: 3 clusters Score -650283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -650307.125000 Penalty: 4089.710449
	Iteration 25Q: 3 clusters Score -650307.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -650320.875000 Penalty: 4089.710449
	Iteration 26Q: 3 clusters Score -650320.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -650328.187500 Penalty: 4089.710449
	Iteration 27Q: 3 clusters Score -650328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -650334.937500 Penalty: 4089.710449
	Iteration 28Q: 3 clusters Score -650334.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -650337.125000 Penalty: 4089.710449
	Iteration 29Q: 3 clusters Score -650337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -650342.687500 Penalty: 4089.710449
	Iteration 30Q: 3 clusters Score -650342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -650349.375000 Penalty: 4089.710449
	Iteration 31Q: 3 clusters Score -650349.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -650353.000000 Penalty: 4089.710449
	Iteration 32Q: 3 clusters Score -650353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -650357.750000 Penalty: 4089.710449
	Iteration 33Q: 3 clusters Score -650357.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -650362.625000 Penalty: 4089.710449
	Iteration 34Q: 3 clusters Score -650362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -650366.625000 Penalty: 4089.710449
	Iteration 35Q: 3 clusters Score -650366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -650369.625000 Penalty: 4089.710449
	Iteration 36Q: 3 clusters Score -650369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -650372.500000 Penalty: 4089.710449
	Iteration 37Q: 3 clusters Score -650372.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -650378.625000 Penalty: 4089.710449
	Iteration 38Q: 3 clusters Score -650378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -650383.312500 Penalty: 4089.710449
	Iteration 39Q: 3 clusters Score -650383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -650388.937500 Penalty: 4089.710449
	Iteration 40F: 3 clusters Score -650388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -650392.812500 Penalty: 4089.710449
	Iteration 41Q: 3 clusters Score -650392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -650394.375000 Penalty: 4089.710449
	Iteration 42Q: 3 clusters Score -650394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -650395.125000 Penalty: 4089.710449
	Iteration 43Q: 3 clusters Score -650395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -650397.625000 Penalty: 4089.710449
	Iteration 44Q: 3 clusters Score -650397.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -650397.625000 Penalty: 4089.710449
	Iteration 45F: 3 clusters Score -650397.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -274343.156250 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -274343.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -271992.156250 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -271992.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -272695.781250 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -272695.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -273194.750000 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -273194.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -273641.468750 Penalty: 3667.973389
	Iteration 3F: 3 clusters Score -273641.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -273941.343750 Penalty: 3667.973389
	Iteration 4F: 3 clusters Score -273941.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274106.343750 Penalty: 3667.973389
	Iteration 5F: 3 clusters Score -274106.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -274229.593750 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -274229.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -274323.625000 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -274323.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -274418.281250 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -274418.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -274489.468750 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -274489.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -274528.468750 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -274528.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274561.875000 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -274561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -274610.312500 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -274610.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -274682.093750 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -274682.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -274788.718750 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -274788.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -275066.750000 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -275066.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -275176.187500 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -275176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -275235.312500 Penalty: 3667.973389
	Iteration 17Q: 3 clusters Score -275235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -275312.000000 Penalty: 3667.973389
	Iteration 18Q: 3 clusters Score -275312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -275355.062500 Penalty: 3667.973389
	Iteration 19Q: 3 clusters Score -275355.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -275372.968750 Penalty: 3667.973389
	Iteration 20F: 3 clusters Score -275373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -275374.156250 Penalty: 3667.973389
	Iteration 21Q: 3 clusters Score -275374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -275375.062500 Penalty: 3667.973389
	Iteration 22Q: 3 clusters Score -275375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -275375.062500 Penalty: 3667.973389
	Iteration 23F: 3 clusters Score -275375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 49619 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 1172 members 
Entering Unmasked Estep 
Score: -196390400.000000 Penalty: 134736.734375
Splitting cluster 19 changes total score from -196389984.000000 to -196390400.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -47134.339844 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -47134.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45924.261719 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -45924.26 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46453.039062 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -46453.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46864.164062 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -46864.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47246.367188 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -47246.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47392.703125 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -47392.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47500.437500 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -47500.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47729.464844 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -47729.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47788.531250 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -47788.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47799.562500 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -47799.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47801.101562 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -47801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47819.046875 Penalty: 3131.519775
	Iteration 10F: 3 clusters Score -47819.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47868.316406 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -47868.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47894.976562 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -47894.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47898.472656 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -47898.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47901.066406 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -47901.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47906.199219 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -47906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47908.000000 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -47908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47908.000000 Penalty: 3131.519775
	Iteration 17F: 3 clusters Score -47908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 49619 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 149 members 
Entering Unmasked Estep 
Score: -196389328.000000 Penalty: 138191.531250
Splitting cluster 20 changes total score from -196389984.000000 to -196389328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (49619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Entering Unmasked Estep 
Score: -8909850.000000 Penalty: 2681.407959
	Iteration 0F: 2 clusters Score -8909850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -8878891.000000 Penalty: 5362.815918
	Iteration 0F: 3 clusters Score -8878891 nChanged 22950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -8891616.000000 Penalty: 5362.815918
	Iteration 1F: 3 clusters Score -8891616 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8892619.000000 Penalty: 5362.815918
	Iteration 2Q: 3 clusters Score -8892619 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -8894051.000000 Penalty: 5362.815918
	Iteration 3Q: 3 clusters Score -8894051 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -8896074.000000 Penalty: 5362.815918
	Iteration 4F: 3 clusters Score -8896074 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -8898255.000000 Penalty: 5362.815918
	Iteration 5F: 3 clusters Score -8898255 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -8900561.000000 Penalty: 5362.815918
	Iteration 6F: 3 clusters Score -8900561 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8902755.000000 Penalty: 5362.815918
	Iteration 7F: 3 clusters Score -8902755 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -8904625.000000 Penalty: 5362.815918
	Iteration 8F: 3 clusters Score -8904625 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8906204.000000 Penalty: 5362.815918
	Iteration 9F: 3 clusters Score -8906204 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -8907537.000000 Penalty: 5362.815918
	Iteration 10Q: 3 clusters Score -8907537 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -8908443.000000 Penalty: 5362.815918
	Iteration 11Q: 3 clusters Score -8908443 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -8909187.000000 Penalty: 5362.815918
	Iteration 12Q: 3 clusters Score -8909187 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -8909679.000000 Penalty: 5362.815918
	Iteration 13Q: 3 clusters Score -8909679 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -8909984.000000 Penalty: 5362.815918
	Iteration 14Q: 3 clusters Score -8909984 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -8910130.000000 Penalty: 5362.815918
	Iteration 15Q: 3 clusters Score -8910130 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -8910250.000000 Penalty: 5362.815918
	Iteration 16Q: 3 clusters Score -8910250 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -8910399.000000 Penalty: 5362.815918
	Iteration 17Q: 3 clusters Score -8910399 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -8910483.000000 Penalty: 5362.815918
	Iteration 18Q: 3 clusters Score -8910483 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -8910550.000000 Penalty: 5362.815918
	Iteration 19Q: 3 clusters Score -8910550 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -8910643.000000 Penalty: 5362.815918
	Iteration 20F: 3 clusters Score -8910643 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -8910693.000000 Penalty: 5362.815918
	Iteration 21Q: 3 clusters Score -8910693 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8910732.000000 Penalty: 5362.815918
	Iteration 22Q: 3 clusters Score -8910732 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -8910795.000000 Penalty: 5362.815918
	Iteration 23Q: 3 clusters Score -8910795 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -8910843.000000 Penalty: 5362.815918
	Iteration 24Q: 3 clusters Score -8910843 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -8910948.000000 Penalty: 5362.815918
	Iteration 25Q: 3 clusters Score -8910948 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -8911020.000000 Penalty: 5362.815918
	Iteration 26Q: 3 clusters Score -8911020 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -8911042.000000 Penalty: 5362.815918
	Iteration 27Q: 3 clusters Score -8911042 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -8911099.000000 Penalty: 5362.815918
	Iteration 28Q: 3 clusters Score -8911099 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -8911170.000000 Penalty: 5362.815918
	Iteration 29Q: 3 clusters Score -8911170 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -8911207.000000 Penalty: 5362.815918
	Iteration 30Q: 3 clusters Score -8911207 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -8911278.000000 Penalty: 5362.815918
	Iteration 31Q: 3 clusters Score -8911278 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -8911312.000000 Penalty: 5362.815918
	Iteration 32Q: 3 clusters Score -8911312 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -8911350.000000 Penalty: 5362.815918
	Iteration 33Q: 3 clusters Score -8911350 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -8911341.000000 Penalty: 5362.815918
	Iteration 34Q: 3 clusters Score -8911341 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -8911379.000000 Penalty: 5362.815918
	Iteration 35Q: 3 clusters Score -8911379 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8911439.000000 Penalty: 5362.815918
	Iteration 36Q: 3 clusters Score -8911439 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8911473.000000 Penalty: 5362.815918
	Iteration 37Q: 3 clusters Score -8911473 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8911521.000000 Penalty: 5362.815918
	Iteration 38Q: 3 clusters Score -8911521 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -8911505.000000 Penalty: 5362.815918
	Iteration 39Q: 3 clusters Score -8911505 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -8911522.000000 Penalty: 5362.815918
	Iteration 40F: 3 clusters Score -8911522 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -8911511.000000 Penalty: 5362.815918
	Iteration 41Q: 3 clusters Score -8911511 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8911517.000000 Penalty: 5362.815918
	Iteration 42Q: 3 clusters Score -8911517 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8911539.000000 Penalty: 5362.815918
	Iteration 43Q: 3 clusters Score -8911539 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8911539.000000 Penalty: 5362.815918
	Iteration 44Q: 3 clusters Score -8911539 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -8911506.000000 Penalty: 5362.815918
	Iteration 45Q: 3 clusters Score -8911506 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -8911503.000000 Penalty: 5362.815918
	Iteration 46Q: 3 clusters Score -8911503 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8911486.000000 Penalty: 5362.815918
	Iteration 47Q: 3 clusters Score -8911486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -8911457.000000 Penalty: 5362.815918
	Iteration 48Q: 3 clusters Score -8911457 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -8911437.000000 Penalty: 5362.815918
	Iteration 49Q: 3 clusters Score -8911437 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -8911404.000000 Penalty: 5362.815918
	Iteration 50Q: 3 clusters Score -8911404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -8911381.000000 Penalty: 5362.815918
	Iteration 51Q: 3 clusters Score -8911381 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -8911375.000000 Penalty: 5362.815918
	Iteration 52Q: 3 clusters Score -8911375 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8911384.000000 Penalty: 5362.815918
	Iteration 53Q: 3 clusters Score -8911384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8911360.000000 Penalty: 5362.815918
	Iteration 54Q: 3 clusters Score -8911360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8911363.000000 Penalty: 5362.815918
	Iteration 55Q: 3 clusters Score -8911363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8911338.000000 Penalty: 5362.815918
	Iteration 56Q: 3 clusters Score -8911338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -8911325.000000 Penalty: 5362.815918
	Iteration 57Q: 3 clusters Score -8911325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8911305.000000 Penalty: 5362.815918
	Iteration 58Q: 3 clusters Score -8911305 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8911290.000000 Penalty: 5362.815918
	Iteration 59Q: 3 clusters Score -8911290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -8911290.000000 Penalty: 5362.815918
	Iteration 60F: 3 clusters Score -8911290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -8911270.000000 Penalty: 5362.815918
	Iteration 61Q: 3 clusters Score -8911270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8911248.000000 Penalty: 5362.815918
	Iteration 62Q: 3 clusters Score -8911248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -8911262.000000 Penalty: 5362.815918
	Iteration 63Q: 3 clusters Score -8911262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -8911242.000000 Penalty: 5362.815918
	Iteration 64Q: 3 clusters Score -8911242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -8911220.000000 Penalty: 5362.815918
	Iteration 65Q: 3 clusters Score -8911220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -8911238.000000 Penalty: 5362.815918
	Iteration 66Q: 3 clusters Score -8911238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -8911243.000000 Penalty: 5362.815918
	Iteration 67Q: 3 clusters Score -8911243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8911242.000000 Penalty: 5362.815918
	Iteration 68Q: 3 clusters Score -8911242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -8911229.000000 Penalty: 5362.815918
	Iteration 69Q: 3 clusters Score -8911229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8911233.000000 Penalty: 5362.815918
	Iteration 70Q: 3 clusters Score -8911233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8911228.000000 Penalty: 5362.815918
	Iteration 71Q: 3 clusters Score -8911228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8911234.000000 Penalty: 5362.815918
	Iteration 72Q: 3 clusters Score -8911234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -8911228.000000 Penalty: 5362.815918
	Iteration 73Q: 3 clusters Score -8911228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8911245.000000 Penalty: 5362.815918
	Iteration 74Q: 3 clusters Score -8911245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8911237.000000 Penalty: 5362.815918
	Iteration 75Q: 3 clusters Score -8911237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -8911236.000000 Penalty: 5362.815918
	Iteration 76Q: 3 clusters Score -8911236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -8911238.000000 Penalty: 5362.815918
	Iteration 77Q: 3 clusters Score -8911238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -8911248.000000 Penalty: 5362.815918
	Iteration 78Q: 3 clusters Score -8911248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8911241.000000 Penalty: 5362.815918
	Iteration 79Q: 3 clusters Score -8911241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -8911245.000000 Penalty: 5362.815918
	Iteration 80F: 3 clusters Score -8911245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8911245.000000 Penalty: 5362.815918
	Iteration 81Q: 3 clusters Score -8911245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8911248.000000 Penalty: 5362.815918
	Iteration 82Q: 3 clusters Score -8911248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8911237.000000 Penalty: 5362.815918
	Iteration 83Q: 3 clusters Score -8911237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8911238.000000 Penalty: 5362.815918
	Iteration 84Q: 3 clusters Score -8911238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8911238.000000 Penalty: 5362.815918
	Iteration 85F: 3 clusters Score -8911238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 43375 members 
Entering Unmasked Estep 
Score: -196391328.000000 Penalty: 138191.531250
Splitting cluster 21 changes total score from -196389984.000000 to -196391328.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (12786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Entering Unmasked Estep 
Score: -2259165.750000 Penalty: 2345.114258
	Iteration 0F: 2 clusters Score -2259166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2249708.000000 Penalty: 4690.228516
	Iteration 0F: 3 clusters Score -2249708 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2252520.000000 Penalty: 4690.228516
	Iteration 1F: 3 clusters Score -2252520 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2252874.500000 Penalty: 4690.228516
	Iteration 2F: 3 clusters Score -2252874 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2253136.250000 Penalty: 4690.228516
	Iteration 3F: 3 clusters Score -2253136 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2253357.500000 Penalty: 4690.228516
	Iteration 4Q: 3 clusters Score -2253358 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2253598.000000 Penalty: 4690.228516
	Iteration 5Q: 3 clusters Score -2253598 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2253837.750000 Penalty: 4690.228516
	Iteration 6Q: 3 clusters Score -2253838 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2254073.750000 Penalty: 4690.228516
	Iteration 7Q: 3 clusters Score -2254074 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2254348.500000 Penalty: 4690.228516
	Iteration 8Q: 3 clusters Score -2254348 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2254649.000000 Penalty: 4690.228516
	Iteration 9Q: 3 clusters Score -2254649 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2254958.000000 Penalty: 4690.228516
	Iteration 10Q: 3 clusters Score -2254958 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2255285.250000 Penalty: 4690.228516
	Iteration 11Q: 3 clusters Score -2255285 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2255594.750000 Penalty: 4690.228516
	Iteration 12Q: 3 clusters Score -2255595 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2255883.500000 Penalty: 4690.228516
	Iteration 13Q: 3 clusters Score -2255884 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2256152.250000 Penalty: 4690.228516
	Iteration 14Q: 3 clusters Score -2256152 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2256431.250000 Penalty: 4690.228516
	Iteration 15Q: 3 clusters Score -2256431 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2256655.750000 Penalty: 4690.228516
	Iteration 16Q: 3 clusters Score -2256656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2256804.000000 Penalty: 4690.228516
	Iteration 17Q: 3 clusters Score -2256804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2256907.750000 Penalty: 4690.228516
	Iteration 18Q: 3 clusters Score -2256908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2257003.500000 Penalty: 4690.228516
	Iteration 19Q: 3 clusters Score -2257004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2257067.750000 Penalty: 4690.228516
	Iteration 20F: 3 clusters Score -2257068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2257115.250000 Penalty: 4690.228516
	Iteration 21Q: 3 clusters Score -2257115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2257161.500000 Penalty: 4690.228516
	Iteration 22Q: 3 clusters Score -2257162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2257191.750000 Penalty: 4690.228516
	Iteration 23Q: 3 clusters Score -2257192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2257211.250000 Penalty: 4690.228516
	Iteration 24Q: 3 clusters Score -2257211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2257225.500000 Penalty: 4690.228516
	Iteration 25Q: 3 clusters Score -2257226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2257232.000000 Penalty: 4690.228516
	Iteration 26Q: 3 clusters Score -2257232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2257239.500000 Penalty: 4690.228516
	Iteration 27Q: 3 clusters Score -2257240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2257242.250000 Penalty: 4690.228516
	Iteration 28Q: 3 clusters Score -2257242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2257245.250000 Penalty: 4690.228516
	Iteration 29Q: 3 clusters Score -2257245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2257245.750000 Penalty: 4690.228516
	Iteration 30Q: 3 clusters Score -2257246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2257245.750000 Penalty: 4690.228516
	Iteration 31Q: 3 clusters Score -2257246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2257245.750000 Penalty: 4690.228516
	Iteration 32F: 3 clusters Score -2257246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Entering Unmasked Estep 
Score: -8695509.000000 Penalty: 2673.222656
	Iteration 0F: 2 clusters Score -8695509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -8665371.000000 Penalty: 5346.445312
	Iteration 0F: 3 clusters Score -8665371 nChanged 22088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -8677747.000000 Penalty: 5346.445312
	Iteration 1F: 3 clusters Score -8677747 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -8678234.000000 Penalty: 5346.445312
	Iteration 2Q: 3 clusters Score -8678234 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -8678838.000000 Penalty: 5346.445312
	Iteration 3Q: 3 clusters Score -8678838 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -8679394.000000 Penalty: 5346.445312
	Iteration 4Q: 3 clusters Score -8679394 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -8680110.000000 Penalty: 5346.445312
	Iteration 5Q: 3 clusters Score -8680110 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -8681136.000000 Penalty: 5346.445312
	Iteration 6Q: 3 clusters Score -8681136 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -8682638.000000 Penalty: 5346.445312
	Iteration 7F: 3 clusters Score -8682638 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -8684838.000000 Penalty: 5346.445312
	Iteration 8F: 3 clusters Score -8684838 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -8687630.000000 Penalty: 5346.445312
	Iteration 9F: 3 clusters Score -8687630 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -8690199.000000 Penalty: 5346.445312
	Iteration 10F: 3 clusters Score -8690199 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8691702.000000 Penalty: 5346.445312
	Iteration 11Q: 3 clusters Score -8691702 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8692482.000000 Penalty: 5346.445312
	Iteration 12Q: 3 clusters Score -8692482 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8692885.000000 Penalty: 5346.445312
	Iteration 13Q: 3 clusters Score -8692885 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8693064.000000 Penalty: 5346.445312
	Iteration 14Q: 3 clusters Score -8693064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8693153.000000 Penalty: 5346.445312
	Iteration 15Q: 3 clusters Score -8693153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8693212.000000 Penalty: 5346.445312
	Iteration 16Q: 3 clusters Score -8693212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8693254.000000 Penalty: 5346.445312
	Iteration 17Q: 3 clusters Score -8693254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8693279.000000 Penalty: 5346.445312
	Iteration 18Q: 3 clusters Score -8693279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8693305.000000 Penalty: 5346.445312
	Iteration 19Q: 3 clusters Score -8693305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8693317.000000 Penalty: 5346.445312
	Iteration 20F: 3 clusters Score -8693317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8693320.000000 Penalty: 5346.445312
	Iteration 21Q: 3 clusters Score -8693320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8693325.000000 Penalty: 5346.445312
	Iteration 22Q: 3 clusters Score -8693325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8693326.000000 Penalty: 5346.445312
	Iteration 23Q: 3 clusters Score -8693326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8693322.000000 Penalty: 5346.445312
	Iteration 24Q: 3 clusters Score -8693322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8693321.000000 Penalty: 5346.445312
	Iteration 25Q: 3 clusters Score -8693321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8693326.000000 Penalty: 5346.445312
	Iteration 26Q: 3 clusters Score -8693326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8693326.000000 Penalty: 5346.445312
	Iteration 27F: 3 clusters Score -8693326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -179289.875000 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -179289.9 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 617 members 
Entering Unmasked Estep 
Score: -177273.734375 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -177273.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177993.203125 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -177993.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178563.953125 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -178564 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -179047.656250 Penalty: 3534.140381
	Iteration 3F: 3 clusters Score -179047.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -179338.484375 Penalty: 3534.140381
	Iteration 4F: 3 clusters Score -179338.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179505.781250 Penalty: 3534.140381
	Iteration 5F: 3 clusters Score -179505.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179646.578125 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -179646.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -179751.171875 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -179751.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179806.781250 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -179806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -179848.812500 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -179848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -179871.187500 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -179871.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179899.343750 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -179899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -179916.609375 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -179916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179920.890625 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -179920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -179923.203125 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -179923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -179924.703125 Penalty: 3534.140381
	Iteration 15F: 3 clusters Score -179924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -179928.328125 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -179928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -179936.375000 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -179936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -179940.109375 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -179940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -179941.625000 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -179941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -179944.562500 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -179944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 43375 members 
Mstep: Class 41 contains 715 members 
Entering Unmasked Estep 
Score: -196390352.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196389984.000000 to -196390352.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (44627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Entering Unmasked Estep 
Score: -7976420.500000 Penalty: 2655.111572
	Iteration 0F: 2 clusters Score -7976420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -7947194.000000 Penalty: 5310.223145
	Iteration 0F: 3 clusters Score -7947194 nChanged 20490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -7958552.500000 Penalty: 5310.223145
	Iteration 1F: 3 clusters Score -7958552 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -7959271.000000 Penalty: 5310.223145
	Iteration 2Q: 3 clusters Score -7959271 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -7960228.000000 Penalty: 5310.223145
	Iteration 3Q: 3 clusters Score -7960228 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -7961740.000000 Penalty: 5310.223145
	Iteration 4F: 3 clusters Score -7961740 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -7964168.500000 Penalty: 5310.223145
	Iteration 5F: 3 clusters Score -7964168 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -7967442.500000 Penalty: 5310.223145
	Iteration 6F: 3 clusters Score -7967442 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7970765.500000 Penalty: 5310.223145
	Iteration 7F: 3 clusters Score -7970766 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7972908.000000 Penalty: 5310.223145
	Iteration 8F: 3 clusters Score -7972908 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7973897.000000 Penalty: 5310.223145
	Iteration 9Q: 3 clusters Score -7973897 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7974382.000000 Penalty: 5310.223145
	Iteration 10Q: 3 clusters Score -7974382 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7974568.500000 Penalty: 5310.223145
	Iteration 11Q: 3 clusters Score -7974568 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7974659.000000 Penalty: 5310.223145
	Iteration 12Q: 3 clusters Score -7974659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7974701.500000 Penalty: 5310.223145
	Iteration 13Q: 3 clusters Score -7974702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7974755.000000 Penalty: 5310.223145
	Iteration 14Q: 3 clusters Score -7974755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7974769.000000 Penalty: 5310.223145
	Iteration 15Q: 3 clusters Score -7974769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7974783.500000 Penalty: 5310.223145
	Iteration 16Q: 3 clusters Score -7974784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7974795.500000 Penalty: 5310.223145
	Iteration 17Q: 3 clusters Score -7974796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7974780.000000 Penalty: 5310.223145
	Iteration 18Q: 3 clusters Score -7974780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7974782.500000 Penalty: 5310.223145
	Iteration 19Q: 3 clusters Score -7974782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7974789.500000 Penalty: 5310.223145
	Iteration 20F: 3 clusters Score -7974790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7974784.000000 Penalty: 5310.223145
	Iteration 21Q: 3 clusters Score -7974784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7974790.500000 Penalty: 5310.223145
	Iteration 22Q: 3 clusters Score -7974790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7974787.500000 Penalty: 5310.223145
	Iteration 23Q: 3 clusters Score -7974788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7974796.000000 Penalty: 5310.223145
	Iteration 24Q: 3 clusters Score -7974796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7974795.500000 Penalty: 5310.223145
	Iteration 25Q: 3 clusters Score -7974796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7974803.500000 Penalty: 5310.223145
	Iteration 26Q: 3 clusters Score -7974804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7974813.000000 Penalty: 5310.223145
	Iteration 27Q: 3 clusters Score -7974813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7974809.500000 Penalty: 5310.223145
	Iteration 28Q: 3 clusters Score -7974810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7974810.000000 Penalty: 5310.223145
	Iteration 29Q: 3 clusters Score -7974810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7974807.500000 Penalty: 5310.223145
	Iteration 30Q: 3 clusters Score -7974808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7974807.000000 Penalty: 5310.223145
	Iteration 31Q: 3 clusters Score -7974807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7974804.500000 Penalty: 5310.223145
	Iteration 32Q: 3 clusters Score -7974804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7974807.000000 Penalty: 5310.223145
	Iteration 33Q: 3 clusters Score -7974807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7974808.000000 Penalty: 5310.223145
	Iteration 34Q: 3 clusters Score -7974808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7974808.000000 Penalty: 5310.223145
	Iteration 35F: 3 clusters Score -7974808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Entering Unmasked Estep 
Score: -1738562.375000 Penalty: 2279.634521
	Iteration 0F: 2 clusters Score -1738562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1730995.750000 Penalty: 4559.269043
	Iteration 0F: 3 clusters Score -1730996 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1733247.125000 Penalty: 4559.269043
	Iteration 1F: 3 clusters Score -1733247 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1733528.125000 Penalty: 4559.269043
	Iteration 2F: 3 clusters Score -1733528 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1733705.875000 Penalty: 4559.269043
	Iteration 3Q: 3 clusters Score -1733706 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1733849.500000 Penalty: 4559.269043
	Iteration 4Q: 3 clusters Score -1733850 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1733986.250000 Penalty: 4559.269043
	Iteration 5Q: 3 clusters Score -1733986 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1734123.000000 Penalty: 4559.269043
	Iteration 6Q: 3 clusters Score -1734123 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1734274.125000 Penalty: 4559.269043
	Iteration 7Q: 3 clusters Score -1734274 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1734462.125000 Penalty: 4559.269043
	Iteration 8Q: 3 clusters Score -1734462 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1734631.875000 Penalty: 4559.269043
	Iteration 9Q: 3 clusters Score -1734632 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1734832.250000 Penalty: 4559.269043
	Iteration 10Q: 3 clusters Score -1734832 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1735034.750000 Penalty: 4559.269043
	Iteration 11Q: 3 clusters Score -1735035 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1735239.125000 Penalty: 4559.269043
	Iteration 12Q: 3 clusters Score -1735239 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1735401.000000 Penalty: 4559.269043
	Iteration 13Q: 3 clusters Score -1735401 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1735536.375000 Penalty: 4559.269043
	Iteration 14Q: 3 clusters Score -1735536 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1735655.875000 Penalty: 4559.269043
	Iteration 15Q: 3 clusters Score -1735656 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1735756.500000 Penalty: 4559.269043
	Iteration 16Q: 3 clusters Score -1735756 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1735838.000000 Penalty: 4559.269043
	Iteration 17Q: 3 clusters Score -1735838 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1735908.000000 Penalty: 4559.269043
	Iteration 18Q: 3 clusters Score -1735908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1735980.500000 Penalty: 4559.269043
	Iteration 19Q: 3 clusters Score -1735980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1736028.250000 Penalty: 4559.269043
	Iteration 20F: 3 clusters Score -1736028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1736066.750000 Penalty: 4559.269043
	Iteration 21Q: 3 clusters Score -1736067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1736096.000000 Penalty: 4559.269043
	Iteration 22Q: 3 clusters Score -1736096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1736131.125000 Penalty: 4559.269043
	Iteration 23Q: 3 clusters Score -1736131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1736145.875000 Penalty: 4559.269043
	Iteration 24Q: 3 clusters Score -1736146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1736159.375000 Penalty: 4559.269043
	Iteration 25Q: 3 clusters Score -1736159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1736173.000000 Penalty: 4559.269043
	Iteration 26Q: 3 clusters Score -1736173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1736186.375000 Penalty: 4559.269043
	Iteration 27Q: 3 clusters Score -1736186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1736200.125000 Penalty: 4559.269043
	Iteration 28Q: 3 clusters Score -1736200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1736206.250000 Penalty: 4559.269043
	Iteration 29Q: 3 clusters Score -1736206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1736213.000000 Penalty: 4559.269043
	Iteration 30Q: 3 clusters Score -1736213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1736212.750000 Penalty: 4559.269043
	Iteration 31Q: 3 clusters Score -1736213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1736213.875000 Penalty: 4559.269043
	Iteration 32Q: 3 clusters Score -1736214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1736216.875000 Penalty: 4559.269043
	Iteration 33Q: 3 clusters Score -1736217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1736217.750000 Penalty: 4559.269043
	Iteration 34Q: 3 clusters Score -1736218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1736220.375000 Penalty: 4559.269043
	Iteration 35Q: 3 clusters Score -1736220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1736221.125000 Penalty: 4559.269043
	Iteration 36Q: 3 clusters Score -1736221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1736222.750000 Penalty: 4559.269043
	Iteration 37Q: 3 clusters Score -1736223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1736222.375000 Penalty: 4559.269043
	Iteration 38Q: 3 clusters Score -1736222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1736224.750000 Penalty: 4559.269043
	Iteration 39Q: 3 clusters Score -1736225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1736220.125000 Penalty: 4559.269043
	Iteration 40F: 3 clusters Score -1736220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1736226.750000 Penalty: 4559.269043
	Iteration 41Q: 3 clusters Score -1736227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1736228.125000 Penalty: 4559.269043
	Iteration 42Q: 3 clusters Score -1736228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1736230.375000 Penalty: 4559.269043
	Iteration 43Q: 3 clusters Score -1736230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1736228.125000 Penalty: 4559.269043
	Iteration 44Q: 3 clusters Score -1736228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1736231.375000 Penalty: 4559.269043
	Iteration 45Q: 3 clusters Score -1736231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1736236.750000 Penalty: 4559.269043
	Iteration 46Q: 3 clusters Score -1736237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1736234.500000 Penalty: 4559.269043
	Iteration 47Q: 3 clusters Score -1736234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1736240.125000 Penalty: 4559.269043
	Iteration 48Q: 3 clusters Score -1736240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1736240.000000 Penalty: 4559.269043
	Iteration 49Q: 3 clusters Score -1736240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1736242.625000 Penalty: 4559.269043
	Iteration 50Q: 3 clusters Score -1736243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1736246.250000 Penalty: 4559.269043
	Iteration 51Q: 3 clusters Score -1736246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1736245.625000 Penalty: 4559.269043
	Iteration 52Q: 3 clusters Score -1736246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1736241.625000 Penalty: 4559.269043
	Iteration 53Q: 3 clusters Score -1736242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1736244.375000 Penalty: 4559.269043
	Iteration 54Q: 3 clusters Score -1736244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1736249.750000 Penalty: 4559.269043
	Iteration 55Q: 3 clusters Score -1736250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1736248.875000 Penalty: 4559.269043
	Iteration 56Q: 3 clusters Score -1736249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1736248.875000 Penalty: 4559.269043
	Iteration 57F: 3 clusters Score -1736249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Entering Unmasked Estep 
Score: -8195608.000000 Penalty: 2663.358398
	Iteration 0F: 2 clusters Score -8195608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -8165912.000000 Penalty: 5326.716797
	Iteration 0F: 3 clusters Score -8165912 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -8177521.500000 Penalty: 5326.716797
	Iteration 1F: 3 clusters Score -8177522 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -8178402.000000 Penalty: 5326.716797
	Iteration 2Q: 3 clusters Score -8178402 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -8179634.500000 Penalty: 5326.716797
	Iteration 3F: 3 clusters Score -8179634 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8181400.000000 Penalty: 5326.716797
	Iteration 4F: 3 clusters Score -8181400 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -8183524.000000 Penalty: 5326.716797
	Iteration 5F: 3 clusters Score -8183524 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -8185508.500000 Penalty: 5326.716797
	Iteration 6F: 3 clusters Score -8185508 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -8187257.000000 Penalty: 5326.716797
	Iteration 7F: 3 clusters Score -8187257 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -8188670.000000 Penalty: 5326.716797
	Iteration 8F: 3 clusters Score -8188670 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -8189764.500000 Penalty: 5326.716797
	Iteration 9Q: 3 clusters Score -8189764 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -8190575.000000 Penalty: 5326.716797
	Iteration 10Q: 3 clusters Score -8190575 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -8191281.500000 Penalty: 5326.716797
	Iteration 11Q: 3 clusters Score -8191282 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -8191941.000000 Penalty: 5326.716797
	Iteration 12Q: 3 clusters Score -8191941 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -8192522.500000 Penalty: 5326.716797
	Iteration 13Q: 3 clusters Score -8192522 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8192910.500000 Penalty: 5326.716797
	Iteration 14Q: 3 clusters Score -8192910 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8193144.000000 Penalty: 5326.716797
	Iteration 15Q: 3 clusters Score -8193144 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8193360.000000 Penalty: 5326.716797
	Iteration 16Q: 3 clusters Score -8193360 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8193502.000000 Penalty: 5326.716797
	Iteration 17Q: 3 clusters Score -8193502 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8193606.500000 Penalty: 5326.716797
	Iteration 18Q: 3 clusters Score -8193606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8193667.000000 Penalty: 5326.716797
	Iteration 19Q: 3 clusters Score -8193667 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8193713.000000 Penalty: 5326.716797
	Iteration 20F: 3 clusters Score -8193713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8193754.000000 Penalty: 5326.716797
	Iteration 21Q: 3 clusters Score -8193754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8193792.000000 Penalty: 5326.716797
	Iteration 22Q: 3 clusters Score -8193792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8193788.500000 Penalty: 5326.716797
	Iteration 23Q: 3 clusters Score -8193788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8193795.000000 Penalty: 5326.716797
	Iteration 24Q: 3 clusters Score -8193795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8193816.000000 Penalty: 5326.716797
	Iteration 25Q: 3 clusters Score -8193816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8193833.500000 Penalty: 5326.716797
	Iteration 26Q: 3 clusters Score -8193834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8193846.500000 Penalty: 5326.716797
	Iteration 27Q: 3 clusters Score -8193846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8193858.500000 Penalty: 5326.716797
	Iteration 28Q: 3 clusters Score -8193858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8193866.000000 Penalty: 5326.716797
	Iteration 29Q: 3 clusters Score -8193866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8193855.500000 Penalty: 5326.716797
	Iteration 30Q: 3 clusters Score -8193856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8193858.000000 Penalty: 5326.716797
	Iteration 31Q: 3 clusters Score -8193858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8193856.500000 Penalty: 5326.716797
	Iteration 32Q: 3 clusters Score -8193856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8193858.000000 Penalty: 5326.716797
	Iteration 33Q: 3 clusters Score -8193858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8193866.000000 Penalty: 5326.716797
	Iteration 34Q: 3 clusters Score -8193866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8193864.500000 Penalty: 5326.716797
	Iteration 35Q: 3 clusters Score -8193864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8193866.500000 Penalty: 5326.716797
	Iteration 36Q: 3 clusters Score -8193866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8193875.000000 Penalty: 5326.716797
	Iteration 37Q: 3 clusters Score -8193875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8193884.000000 Penalty: 5326.716797
	Iteration 38Q: 3 clusters Score -8193884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8193878.000000 Penalty: 5326.716797
	Iteration 39Q: 3 clusters Score -8193878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8193878.500000 Penalty: 5326.716797
	Iteration 40F: 3 clusters Score -8193878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8193876.500000 Penalty: 5326.716797
	Iteration 41Q: 3 clusters Score -8193876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8193872.000000 Penalty: 5326.716797
	Iteration 42Q: 3 clusters Score -8193872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8193877.500000 Penalty: 5326.716797
	Iteration 43Q: 3 clusters Score -8193878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8193875.000000 Penalty: 5326.716797
	Iteration 44Q: 3 clusters Score -8193875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8193878.500000 Penalty: 5326.716797
	Iteration 45Q: 3 clusters Score -8193878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8193876.500000 Penalty: 5326.716797
	Iteration 46Q: 3 clusters Score -8193876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8193876.500000 Penalty: 5326.716797
	Iteration 47F: 3 clusters Score -8193876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (46132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Entering Unmasked Estep 
Score: -8242819.500000 Penalty: 2663.337158
	Iteration 0F: 2 clusters Score -8242820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -8212485.500000 Penalty: 5326.674316
	Iteration 0F: 3 clusters Score -8212486 nChanged 21355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -8224596.500000 Penalty: 5326.674316
	Iteration 1F: 3 clusters Score -8224596 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -8225264.500000 Penalty: 5326.674316
	Iteration 2Q: 3 clusters Score -8225264 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -8226005.000000 Penalty: 5326.674316
	Iteration 3Q: 3 clusters Score -8226005 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -8226939.000000 Penalty: 5326.674316
	Iteration 4Q: 3 clusters Score -8226939 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -8228177.000000 Penalty: 5326.674316
	Iteration 5F: 3 clusters Score -8228177 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -8229799.000000 Penalty: 5326.674316
	Iteration 6F: 3 clusters Score -8229799 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -8231887.500000 Penalty: 5326.674316
	Iteration 7F: 3 clusters Score -8231888 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -8234201.500000 Penalty: 5326.674316
	Iteration 8F: 3 clusters Score -8234202 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -8236126.500000 Penalty: 5326.674316
	Iteration 9F: 3 clusters Score -8236126 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -8237447.000000 Penalty: 5326.674316
	Iteration 10Q: 3 clusters Score -8237447 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -8238306.000000 Penalty: 5326.674316
	Iteration 11Q: 3 clusters Score -8238306 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -8238824.500000 Penalty: 5326.674316
	Iteration 12Q: 3 clusters Score -8238824 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8239198.000000 Penalty: 5326.674316
	Iteration 13Q: 3 clusters Score -8239198 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -8239481.500000 Penalty: 5326.674316
	Iteration 14Q: 3 clusters Score -8239482 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8239762.000000 Penalty: 5326.674316
	Iteration 15Q: 3 clusters Score -8239762 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8239984.000000 Penalty: 5326.674316
	Iteration 16Q: 3 clusters Score -8239984 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -8240144.500000 Penalty: 5326.674316
	Iteration 17Q: 3 clusters Score -8240144 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -8240255.000000 Penalty: 5326.674316
	Iteration 18Q: 3 clusters Score -8240255 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8240381.000000 Penalty: 5326.674316
	Iteration 19Q: 3 clusters Score -8240381 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -8240400.000000 Penalty: 5326.674316
	Iteration 20F: 3 clusters Score -8240400 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -8240449.000000 Penalty: 5326.674316
	Iteration 21Q: 3 clusters Score -8240449 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8240483.500000 Penalty: 5326.674316
	Iteration 22Q: 3 clusters Score -8240484 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8240504.000000 Penalty: 5326.674316
	Iteration 23Q: 3 clusters Score -8240504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8240533.000000 Penalty: 5326.674316
	Iteration 24Q: 3 clusters Score -8240533 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8240620.000000 Penalty: 5326.674316
	Iteration 25Q: 3 clusters Score -8240620 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8240656.500000 Penalty: 5326.674316
	Iteration 26Q: 3 clusters Score -8240656 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -8240714.000000 Penalty: 5326.674316
	Iteration 27Q: 3 clusters Score -8240714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8240740.000000 Penalty: 5326.674316
	Iteration 28Q: 3 clusters Score -8240740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8240747.000000 Penalty: 5326.674316
	Iteration 29Q: 3 clusters Score -8240747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -8240737.000000 Penalty: 5326.674316
	Iteration 30Q: 3 clusters Score -8240737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8240722.000000 Penalty: 5326.674316
	Iteration 31Q: 3 clusters Score -8240722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8240737.000000 Penalty: 5326.674316
	Iteration 32Q: 3 clusters Score -8240737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8240741.000000 Penalty: 5326.674316
	Iteration 33Q: 3 clusters Score -8240741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8240765.500000 Penalty: 5326.674316
	Iteration 34Q: 3 clusters Score -8240766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8240769.000000 Penalty: 5326.674316
	Iteration 35Q: 3 clusters Score -8240769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -8240760.500000 Penalty: 5326.674316
	Iteration 36Q: 3 clusters Score -8240760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8240757.500000 Penalty: 5326.674316
	Iteration 37Q: 3 clusters Score -8240758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -8240759.000000 Penalty: 5326.674316
	Iteration 38Q: 3 clusters Score -8240759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8240776.000000 Penalty: 5326.674316
	Iteration 39Q: 3 clusters Score -8240776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8240772.000000 Penalty: 5326.674316
	Iteration 40F: 3 clusters Score -8240772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -8240782.000000 Penalty: 5326.674316
	Iteration 41Q: 3 clusters Score -8240782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8240781.000000 Penalty: 5326.674316
	Iteration 42Q: 3 clusters Score -8240781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -8240772.000000 Penalty: 5326.674316
	Iteration 43Q: 3 clusters Score -8240772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -8240774.500000 Penalty: 5326.674316
	Iteration 44Q: 3 clusters Score -8240774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8240771.000000 Penalty: 5326.674316
	Iteration 45Q: 3 clusters Score -8240771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8240770.000000 Penalty: 5326.674316
	Iteration 46Q: 3 clusters Score -8240770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8240766.500000 Penalty: 5326.674316
	Iteration 47Q: 3 clusters Score -8240766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8240771.500000 Penalty: 5326.674316
	Iteration 48Q: 3 clusters Score -8240772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8240766.500000 Penalty: 5326.674316
	Iteration 49Q: 3 clusters Score -8240766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8240766.500000 Penalty: 5326.674316
	Iteration 50F: 3 clusters Score -8240766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (44136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Entering Unmasked Estep 
Score: -7957419.500000 Penalty: 2652.367676
	Iteration 0F: 2 clusters Score -7957420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -7928497.000000 Penalty: 5304.735352
	Iteration 0F: 3 clusters Score -7928497 nChanged 20326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -7939639.000000 Penalty: 5304.735352
	Iteration 1F: 3 clusters Score -7939639 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -7940058.000000 Penalty: 5304.735352
	Iteration 2Q: 3 clusters Score -7940058 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -7940504.000000 Penalty: 5304.735352
	Iteration 3Q: 3 clusters Score -7940504 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -7940866.500000 Penalty: 5304.735352
	Iteration 4Q: 3 clusters Score -7940866 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -7941295.500000 Penalty: 5304.735352
	Iteration 5Q: 3 clusters Score -7941296 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -7941775.500000 Penalty: 5304.735352
	Iteration 6Q: 3 clusters Score -7941776 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -7942358.000000 Penalty: 5304.735352
	Iteration 7Q: 3 clusters Score -7942358 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -7943213.500000 Penalty: 5304.735352
	Iteration 8Q: 3 clusters Score -7943214 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7944568.500000 Penalty: 5304.735352
	Iteration 9F: 3 clusters Score -7944568 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -7946274.500000 Penalty: 5304.735352
	Iteration 10F: 3 clusters Score -7946274 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -7948272.000000 Penalty: 5304.735352
	Iteration 11F: 3 clusters Score -7948272 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7950073.000000 Penalty: 5304.735352
	Iteration 12F: 3 clusters Score -7950073 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -7951489.500000 Penalty: 5304.735352
	Iteration 13Q: 3 clusters Score -7951490 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -7952468.500000 Penalty: 5304.735352
	Iteration 14Q: 3 clusters Score -7952468 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -7953164.000000 Penalty: 5304.735352
	Iteration 15Q: 3 clusters Score -7953164 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -7953720.000000 Penalty: 5304.735352
	Iteration 16Q: 3 clusters Score -7953720 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -7954087.000000 Penalty: 5304.735352
	Iteration 17Q: 3 clusters Score -7954087 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -7954343.500000 Penalty: 5304.735352
	Iteration 18Q: 3 clusters Score -7954344 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -7954557.500000 Penalty: 5304.735352
	Iteration 19Q: 3 clusters Score -7954558 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -7954747.000000 Penalty: 5304.735352
	Iteration 20F: 3 clusters Score -7954747 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -7954841.500000 Penalty: 5304.735352
	Iteration 21Q: 3 clusters Score -7954842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -7954950.500000 Penalty: 5304.735352
	Iteration 22Q: 3 clusters Score -7954950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -7955000.000000 Penalty: 5304.735352
	Iteration 23Q: 3 clusters Score -7955000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -7955053.000000 Penalty: 5304.735352
	Iteration 24Q: 3 clusters Score -7955053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -7955094.500000 Penalty: 5304.735352
	Iteration 25Q: 3 clusters Score -7955094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -7955121.000000 Penalty: 5304.735352
	Iteration 26Q: 3 clusters Score -7955121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -7955141.000000 Penalty: 5304.735352
	Iteration 27Q: 3 clusters Score -7955141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -7955149.000000 Penalty: 5304.735352
	Iteration 28Q: 3 clusters Score -7955149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -7955149.000000 Penalty: 5304.735352
	Iteration 29Q: 3 clusters Score -7955149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -7955156.000000 Penalty: 5304.735352
	Iteration 30Q: 3 clusters Score -7955156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -7955162.500000 Penalty: 5304.735352
	Iteration 31Q: 3 clusters Score -7955162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -7955167.000000 Penalty: 5304.735352
	Iteration 32Q: 3 clusters Score -7955167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -7955169.000000 Penalty: 5304.735352
	Iteration 33Q: 3 clusters Score -7955169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -7955168.500000 Penalty: 5304.735352
	Iteration 34Q: 3 clusters Score -7955168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -7955167.000000 Penalty: 5304.735352
	Iteration 35Q: 3 clusters Score -7955167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -7955166.000000 Penalty: 5304.735352
	Iteration 36Q: 3 clusters Score -7955166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -7955168.000000 Penalty: 5304.735352
	Iteration 37Q: 3 clusters Score -7955168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -7955172.500000 Penalty: 5304.735352
	Iteration 38Q: 3 clusters Score -7955172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -7955172.500000 Penalty: 5304.735352
	Iteration 39F: 3 clusters Score -7955172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -1229670.750000 Penalty: 2187.679932
	Iteration 0F: 2 clusters Score -1229671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1223994.625000 Penalty: 4375.359863
	Iteration 0F: 3 clusters Score -1223995 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1225444.750000 Penalty: 4375.359863
	Iteration 1F: 3 clusters Score -1225445 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1225712.000000 Penalty: 4375.359863
	Iteration 2F: 3 clusters Score -1225712 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1225910.000000 Penalty: 4375.359863
	Iteration 3F: 3 clusters Score -1225910 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1226063.625000 Penalty: 4375.359863
	Iteration 4Q: 3 clusters Score -1226064 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1226175.000000 Penalty: 4375.359863
	Iteration 5Q: 3 clusters Score -1226175 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1226265.375000 Penalty: 4375.359863
	Iteration 6Q: 3 clusters Score -1226265 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1226352.500000 Penalty: 4375.359863
	Iteration 7Q: 3 clusters Score -1226352 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1226433.750000 Penalty: 4375.359863
	Iteration 8Q: 3 clusters Score -1226434 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1226518.500000 Penalty: 4375.359863
	Iteration 9Q: 3 clusters Score -1226518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1226601.750000 Penalty: 4375.359863
	Iteration 10Q: 3 clusters Score -1226602 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1226674.750000 Penalty: 4375.359863
	Iteration 11Q: 3 clusters Score -1226675 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1226747.250000 Penalty: 4375.359863
	Iteration 12Q: 3 clusters Score -1226747 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1226829.625000 Penalty: 4375.359863
	Iteration 13Q: 3 clusters Score -1226830 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1226928.125000 Penalty: 4375.359863
	Iteration 14Q: 3 clusters Score -1226928 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1227011.375000 Penalty: 4375.359863
	Iteration 15Q: 3 clusters Score -1227011 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1227095.875000 Penalty: 4375.359863
	Iteration 16Q: 3 clusters Score -1227096 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1227176.125000 Penalty: 4375.359863
	Iteration 17Q: 3 clusters Score -1227176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1227238.625000 Penalty: 4375.359863
	Iteration 18Q: 3 clusters Score -1227239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1227292.875000 Penalty: 4375.359863
	Iteration 19Q: 3 clusters Score -1227293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1227337.875000 Penalty: 4375.359863
	Iteration 20F: 3 clusters Score -1227338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1227378.000000 Penalty: 4375.359863
	Iteration 21Q: 3 clusters Score -1227378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1227411.875000 Penalty: 4375.359863
	Iteration 22Q: 3 clusters Score -1227412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1227453.250000 Penalty: 4375.359863
	Iteration 23Q: 3 clusters Score -1227453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1227484.375000 Penalty: 4375.359863
	Iteration 24Q: 3 clusters Score -1227484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1227498.250000 Penalty: 4375.359863
	Iteration 25Q: 3 clusters Score -1227498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1227512.875000 Penalty: 4375.359863
	Iteration 26Q: 3 clusters Score -1227513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1227522.500000 Penalty: 4375.359863
	Iteration 27Q: 3 clusters Score -1227522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1227530.250000 Penalty: 4375.359863
	Iteration 28Q: 3 clusters Score -1227530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1227540.875000 Penalty: 4375.359863
	Iteration 29Q: 3 clusters Score -1227541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1227550.125000 Penalty: 4375.359863
	Iteration 30Q: 3 clusters Score -1227550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1227562.250000 Penalty: 4375.359863
	Iteration 31Q: 3 clusters Score -1227562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1227572.125000 Penalty: 4375.359863
	Iteration 32Q: 3 clusters Score -1227572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1227580.750000 Penalty: 4375.359863
	Iteration 33Q: 3 clusters Score -1227581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1227590.000000 Penalty: 4375.359863
	Iteration 34Q: 3 clusters Score -1227590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1227601.875000 Penalty: 4375.359863
	Iteration 35Q: 3 clusters Score -1227602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1227609.000000 Penalty: 4375.359863
	Iteration 36Q: 3 clusters Score -1227609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1227618.375000 Penalty: 4375.359863
	Iteration 37Q: 3 clusters Score -1227618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1227628.625000 Penalty: 4375.359863
	Iteration 38Q: 3 clusters Score -1227629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1227637.000000 Penalty: 4375.359863
	Iteration 39Q: 3 clusters Score -1227637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1227647.625000 Penalty: 4375.359863
	Iteration 40F: 3 clusters Score -1227648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1227650.875000 Penalty: 4375.359863
	Iteration 41Q: 3 clusters Score -1227651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1227658.250000 Penalty: 4375.359863
	Iteration 42Q: 3 clusters Score -1227658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1227663.500000 Penalty: 4375.359863
	Iteration 43Q: 3 clusters Score -1227664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1227670.000000 Penalty: 4375.359863
	Iteration 44Q: 3 clusters Score -1227670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1227681.750000 Penalty: 4375.359863
	Iteration 45Q: 3 clusters Score -1227682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1227685.125000 Penalty: 4375.359863
	Iteration 46Q: 3 clusters Score -1227685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1227688.125000 Penalty: 4375.359863
	Iteration 47Q: 3 clusters Score -1227688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1227688.125000 Penalty: 4375.359863
	Iteration 48F: 3 clusters Score -1227688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Entering Unmasked Estep 
Score: -7041886.500000 Penalty: 2626.354248
	Iteration 0F: 2 clusters Score -7041886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -7015283.500000 Penalty: 5252.708496
	Iteration 0F: 3 clusters Score -7015284 nChanged 18193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7025381.500000 Penalty: 5252.708496
	Iteration 1F: 3 clusters Score -7025382 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -7025957.500000 Penalty: 5252.708496
	Iteration 2Q: 3 clusters Score -7025958 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -7026402.500000 Penalty: 5252.708496
	Iteration 3Q: 3 clusters Score -7026402 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7026892.500000 Penalty: 5252.708496
	Iteration 4Q: 3 clusters Score -7026892 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -7027451.000000 Penalty: 5252.708496
	Iteration 5Q: 3 clusters Score -7027451 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -7028165.500000 Penalty: 5252.708496
	Iteration 6Q: 3 clusters Score -7028166 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -7029260.500000 Penalty: 5252.708496
	Iteration 7Q: 3 clusters Score -7029260 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -7031290.500000 Penalty: 5252.708496
	Iteration 8F: 3 clusters Score -7031290 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -7033998.000000 Penalty: 5252.708496
	Iteration 9F: 3 clusters Score -7033998 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7036887.500000 Penalty: 5252.708496
	Iteration 10F: 3 clusters Score -7036888 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -7039161.500000 Penalty: 5252.708496
	Iteration 11F: 3 clusters Score -7039162 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -7040607.500000 Penalty: 5252.708496
	Iteration 12Q: 3 clusters Score -7040608 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -7041408.500000 Penalty: 5252.708496
	Iteration 13Q: 3 clusters Score -7041408 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -7041880.500000 Penalty: 5252.708496
	Iteration 14Q: 3 clusters Score -7041880 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -7042155.000000 Penalty: 5252.708496
	Iteration 15Q: 3 clusters Score -7042155 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -7042320.500000 Penalty: 5252.708496
	Iteration 16Q: 3 clusters Score -7042320 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -7042420.000000 Penalty: 5252.708496
	Iteration 17Q: 3 clusters Score -7042420 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -7042462.500000 Penalty: 5252.708496
	Iteration 18Q: 3 clusters Score -7042462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -7042508.500000 Penalty: 5252.708496
	Iteration 19Q: 3 clusters Score -7042508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -7042503.500000 Penalty: 5252.708496
	Iteration 20F: 3 clusters Score -7042504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -7042508.000000 Penalty: 5252.708496
	Iteration 21Q: 3 clusters Score -7042508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -7042488.500000 Penalty: 5252.708496
	Iteration 22Q: 3 clusters Score -7042488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -7042502.500000 Penalty: 5252.708496
	Iteration 23Q: 3 clusters Score -7042502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7042516.500000 Penalty: 5252.708496
	Iteration 24Q: 3 clusters Score -7042516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -7042525.000000 Penalty: 5252.708496
	Iteration 25Q: 3 clusters Score -7042525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -7042527.000000 Penalty: 5252.708496
	Iteration 26Q: 3 clusters Score -7042527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -7042524.500000 Penalty: 5252.708496
	Iteration 27Q: 3 clusters Score -7042524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7042522.000000 Penalty: 5252.708496
	Iteration 28Q: 3 clusters Score -7042522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7042525.000000 Penalty: 5252.708496
	Iteration 29Q: 3 clusters Score -7042525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -7042523.000000 Penalty: 5252.708496
	Iteration 30Q: 3 clusters Score -7042523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -7042519.000000 Penalty: 5252.708496
	Iteration 31Q: 3 clusters Score -7042519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -7042524.000000 Penalty: 5252.708496
	Iteration 32Q: 3 clusters Score -7042524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -7042521.000000 Penalty: 5252.708496
	Iteration 33Q: 3 clusters Score -7042521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7042524.500000 Penalty: 5252.708496
	Iteration 34Q: 3 clusters Score -7042524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7042525.500000 Penalty: 5252.708496
	Iteration 35Q: 3 clusters Score -7042526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7042520.000000 Penalty: 5252.708496
	Iteration 36Q: 3 clusters Score -7042520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7042516.000000 Penalty: 5252.708496
	Iteration 37Q: 3 clusters Score -7042516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7042516.000000 Penalty: 5252.708496
	Iteration 38F: 3 clusters Score -7042516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 3709 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 43375 members 
Mstep: Class 41 contains 715 members 
Mstep: Class 42 contains 36032 members 
Entering Unmasked Estep 
Score: -196389920.000000 Penalty: 145101.093750
Splitting cluster 31 changes total score from -196389984.000000 to -196389920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (42612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Entering Unmasked Estep 
Score: -7606145.500000 Penalty: 2643.653076
	Iteration 0F: 2 clusters Score -7606146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -7577918.500000 Penalty: 5287.306152
	Iteration 0F: 3 clusters Score -7577918 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -7588542.000000 Penalty: 5287.306152
	Iteration 1F: 3 clusters Score -7588542 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -7588996.000000 Penalty: 5287.306152
	Iteration 2Q: 3 clusters Score -7588996 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -7589556.000000 Penalty: 5287.306152
	Iteration 3Q: 3 clusters Score -7589556 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -7590198.000000 Penalty: 5287.306152
	Iteration 4Q: 3 clusters Score -7590198 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -7591058.000000 Penalty: 5287.306152
	Iteration 5Q: 3 clusters Score -7591058 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -7592056.000000 Penalty: 5287.306152
	Iteration 6F: 3 clusters Score -7592056 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -7593356.500000 Penalty: 5287.306152
	Iteration 7F: 3 clusters Score -7593356 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -7594867.000000 Penalty: 5287.306152
	Iteration 8F: 3 clusters Score -7594867 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -7596493.500000 Penalty: 5287.306152
	Iteration 9F: 3 clusters Score -7596494 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -7598165.500000 Penalty: 5287.306152
	Iteration 10F: 3 clusters Score -7598166 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7599747.000000 Penalty: 5287.306152
	Iteration 11F: 3 clusters Score -7599747 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7601173.000000 Penalty: 5287.306152
	Iteration 12Q: 3 clusters Score -7601173 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7602184.000000 Penalty: 5287.306152
	Iteration 13Q: 3 clusters Score -7602184 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7602910.000000 Penalty: 5287.306152
	Iteration 14Q: 3 clusters Score -7602910 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7603333.500000 Penalty: 5287.306152
	Iteration 15Q: 3 clusters Score -7603334 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7603560.000000 Penalty: 5287.306152
	Iteration 16Q: 3 clusters Score -7603560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7603709.000000 Penalty: 5287.306152
	Iteration 17Q: 3 clusters Score -7603709 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7603785.000000 Penalty: 5287.306152
	Iteration 18Q: 3 clusters Score -7603785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7603836.000000 Penalty: 5287.306152
	Iteration 19Q: 3 clusters Score -7603836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7603873.000000 Penalty: 5287.306152
	Iteration 20F: 3 clusters Score -7603873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7603883.500000 Penalty: 5287.306152
	Iteration 21Q: 3 clusters Score -7603884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7603885.500000 Penalty: 5287.306152
	Iteration 22Q: 3 clusters Score -7603886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7603901.500000 Penalty: 5287.306152
	Iteration 23Q: 3 clusters Score -7603902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7603904.500000 Penalty: 5287.306152
	Iteration 24Q: 3 clusters Score -7603904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7603909.500000 Penalty: 5287.306152
	Iteration 25Q: 3 clusters Score -7603910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7603915.500000 Penalty: 5287.306152
	Iteration 26Q: 3 clusters Score -7603916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7603920.500000 Penalty: 5287.306152
	Iteration 27Q: 3 clusters Score -7603920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7603928.500000 Penalty: 5287.306152
	Iteration 28Q: 3 clusters Score -7603928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7603926.500000 Penalty: 5287.306152
	Iteration 29Q: 3 clusters Score -7603926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7603934.000000 Penalty: 5287.306152
	Iteration 30Q: 3 clusters Score -7603934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7603938.500000 Penalty: 5287.306152
	Iteration 31Q: 3 clusters Score -7603938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7603945.500000 Penalty: 5287.306152
	Iteration 32Q: 3 clusters Score -7603946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7603937.000000 Penalty: 5287.306152
	Iteration 33Q: 3 clusters Score -7603937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7603937.500000 Penalty: 5287.306152
	Iteration 34Q: 3 clusters Score -7603938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7603937.500000 Penalty: 5287.306152
	Iteration 35F: 3 clusters Score -7603938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (46772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Entering Unmasked Estep 
Score: -8476912.000000 Penalty: 2666.753906
	Iteration 0F: 2 clusters Score -8476912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8447983.000000 Penalty: 5333.507812
	Iteration 0F: 3 clusters Score -8447983 nChanged 21400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8459812.000000 Penalty: 5333.507812
	Iteration 1F: 3 clusters Score -8459812 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -8460443.000000 Penalty: 5333.507812
	Iteration 2Q: 3 clusters Score -8460443 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8461231.000000 Penalty: 5333.507812
	Iteration 3Q: 3 clusters Score -8461231 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -8462227.000000 Penalty: 5333.507812
	Iteration 4Q: 3 clusters Score -8462227 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -8463615.000000 Penalty: 5333.507812
	Iteration 5F: 3 clusters Score -8463615 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -8465592.000000 Penalty: 5333.507812
	Iteration 6F: 3 clusters Score -8465592 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -8468030.000000 Penalty: 5333.507812
	Iteration 7F: 3 clusters Score -8468030 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -8470528.000000 Penalty: 5333.507812
	Iteration 8F: 3 clusters Score -8470528 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -8472461.000000 Penalty: 5333.507812
	Iteration 9F: 3 clusters Score -8472461 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -8473531.000000 Penalty: 5333.507812
	Iteration 10Q: 3 clusters Score -8473531 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8474147.000000 Penalty: 5333.507812
	Iteration 11Q: 3 clusters Score -8474147 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8474385.000000 Penalty: 5333.507812
	Iteration 12Q: 3 clusters Score -8474385 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8474497.000000 Penalty: 5333.507812
	Iteration 13Q: 3 clusters Score -8474497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8474568.000000 Penalty: 5333.507812
	Iteration 14Q: 3 clusters Score -8474568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8474616.000000 Penalty: 5333.507812
	Iteration 15Q: 3 clusters Score -8474616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8474636.000000 Penalty: 5333.507812
	Iteration 16Q: 3 clusters Score -8474636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8474645.000000 Penalty: 5333.507812
	Iteration 17Q: 3 clusters Score -8474645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8474642.000000 Penalty: 5333.507812
	Iteration 18Q: 3 clusters Score -8474642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8474655.000000 Penalty: 5333.507812
	Iteration 19Q: 3 clusters Score -8474655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8474650.000000 Penalty: 5333.507812
	Iteration 20F: 3 clusters Score -8474650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8474670.000000 Penalty: 5333.507812
	Iteration 21Q: 3 clusters Score -8474670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8474678.000000 Penalty: 5333.507812
	Iteration 22Q: 3 clusters Score -8474678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8474676.000000 Penalty: 5333.507812
	Iteration 23Q: 3 clusters Score -8474676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8474680.000000 Penalty: 5333.507812
	Iteration 24Q: 3 clusters Score -8474680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8474687.000000 Penalty: 5333.507812
	Iteration 25Q: 3 clusters Score -8474687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8474685.000000 Penalty: 5333.507812
	Iteration 26Q: 3 clusters Score -8474685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8474685.000000 Penalty: 5333.507812
	Iteration 27Q: 3 clusters Score -8474685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8474685.000000 Penalty: 5333.507812
	Iteration 28F: 3 clusters Score -8474685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (46668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Entering Unmasked Estep 
Score: -8507244.000000 Penalty: 2666.201904
	Iteration 0F: 2 clusters Score -8507244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8478250.000000 Penalty: 5332.403809
	Iteration 0F: 3 clusters Score -8478250 nChanged 21484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -8490206.000000 Penalty: 5332.403809
	Iteration 1F: 3 clusters Score -8490206 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -8490794.000000 Penalty: 5332.403809
	Iteration 2Q: 3 clusters Score -8490794 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -8491596.000000 Penalty: 5332.403809
	Iteration 3Q: 3 clusters Score -8491596 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -8492672.000000 Penalty: 5332.403809
	Iteration 4F: 3 clusters Score -8492672 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -8494440.000000 Penalty: 5332.403809
	Iteration 5F: 3 clusters Score -8494440 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8496844.000000 Penalty: 5332.403809
	Iteration 6F: 3 clusters Score -8496844 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -8499675.000000 Penalty: 5332.403809
	Iteration 7F: 3 clusters Score -8499675 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8502380.000000 Penalty: 5332.403809
	Iteration 8F: 3 clusters Score -8502380 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8504338.000000 Penalty: 5332.403809
	Iteration 9Q: 3 clusters Score -8504338 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8505382.000000 Penalty: 5332.403809
	Iteration 10Q: 3 clusters Score -8505382 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8506044.000000 Penalty: 5332.403809
	Iteration 11Q: 3 clusters Score -8506044 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8506459.000000 Penalty: 5332.403809
	Iteration 12Q: 3 clusters Score -8506459 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8506672.000000 Penalty: 5332.403809
	Iteration 13Q: 3 clusters Score -8506672 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8506761.000000 Penalty: 5332.403809
	Iteration 14Q: 3 clusters Score -8506761 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8506800.000000 Penalty: 5332.403809
	Iteration 15Q: 3 clusters Score -8506800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8506815.000000 Penalty: 5332.403809
	Iteration 16Q: 3 clusters Score -8506815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8506819.000000 Penalty: 5332.403809
	Iteration 17Q: 3 clusters Score -8506819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8506826.000000 Penalty: 5332.403809
	Iteration 18Q: 3 clusters Score -8506826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8506832.000000 Penalty: 5332.403809
	Iteration 19Q: 3 clusters Score -8506832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8506838.000000 Penalty: 5332.403809
	Iteration 20F: 3 clusters Score -8506838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8506852.000000 Penalty: 5332.403809
	Iteration 21Q: 3 clusters Score -8506852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8506849.000000 Penalty: 5332.403809
	Iteration 22Q: 3 clusters Score -8506849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8506846.000000 Penalty: 5332.403809
	Iteration 23Q: 3 clusters Score -8506846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8506837.000000 Penalty: 5332.403809
	Iteration 24Q: 3 clusters Score -8506837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8506837.000000 Penalty: 5332.403809
	Iteration 25F: 3 clusters Score -8506837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (45324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Entering Unmasked Estep 
Score: -8102490.500000 Penalty: 2658.954834
	Iteration 0F: 2 clusters Score -8102490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8072917.500000 Penalty: 5317.909668
	Iteration 0F: 3 clusters Score -8072918 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8084315.000000 Penalty: 5317.909668
	Iteration 1F: 3 clusters Score -8084315 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8084966.500000 Penalty: 5317.909668
	Iteration 2Q: 3 clusters Score -8084966 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -8085676.500000 Penalty: 5317.909668
	Iteration 3Q: 3 clusters Score -8085676 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -8086602.500000 Penalty: 5317.909668
	Iteration 4Q: 3 clusters Score -8086602 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -8087959.000000 Penalty: 5317.909668
	Iteration 5F: 3 clusters Score -8087959 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -8089828.500000 Penalty: 5317.909668
	Iteration 6F: 3 clusters Score -8089828 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8092164.000000 Penalty: 5317.909668
	Iteration 7F: 3 clusters Score -8092164 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -8094647.000000 Penalty: 5317.909668
	Iteration 8F: 3 clusters Score -8094647 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -8096718.500000 Penalty: 5317.909668
	Iteration 9F: 3 clusters Score -8096718 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8098094.500000 Penalty: 5317.909668
	Iteration 10Q: 3 clusters Score -8098094 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8099009.500000 Penalty: 5317.909668
	Iteration 11Q: 3 clusters Score -8099010 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8099516.500000 Penalty: 5317.909668
	Iteration 12Q: 3 clusters Score -8099516 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8099786.000000 Penalty: 5317.909668
	Iteration 13Q: 3 clusters Score -8099786 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8099966.000000 Penalty: 5317.909668
	Iteration 14Q: 3 clusters Score -8099966 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8100093.500000 Penalty: 5317.909668
	Iteration 15Q: 3 clusters Score -8100094 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8100153.000000 Penalty: 5317.909668
	Iteration 16Q: 3 clusters Score -8100153 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8100181.500000 Penalty: 5317.909668
	Iteration 17Q: 3 clusters Score -8100182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8100224.000000 Penalty: 5317.909668
	Iteration 18Q: 3 clusters Score -8100224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8100237.000000 Penalty: 5317.909668
	Iteration 19Q: 3 clusters Score -8100237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8100248.000000 Penalty: 5317.909668
	Iteration 20F: 3 clusters Score -8100248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8100259.500000 Penalty: 5317.909668
	Iteration 21Q: 3 clusters Score -8100260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8100277.000000 Penalty: 5317.909668
	Iteration 22Q: 3 clusters Score -8100277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8100292.000000 Penalty: 5317.909668
	Iteration 23Q: 3 clusters Score -8100292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8100305.500000 Penalty: 5317.909668
	Iteration 24Q: 3 clusters Score -8100306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8100307.000000 Penalty: 5317.909668
	Iteration 25Q: 3 clusters Score -8100307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8100307.500000 Penalty: 5317.909668
	Iteration 26Q: 3 clusters Score -8100308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8100314.500000 Penalty: 5317.909668
	Iteration 27Q: 3 clusters Score -8100314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8100320.500000 Penalty: 5317.909668
	Iteration 28Q: 3 clusters Score -8100320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8100323.000000 Penalty: 5317.909668
	Iteration 29Q: 3 clusters Score -8100323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8100331.000000 Penalty: 5317.909668
	Iteration 30Q: 3 clusters Score -8100331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8100335.500000 Penalty: 5317.909668
	Iteration 31Q: 3 clusters Score -8100336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8100338.000000 Penalty: 5317.909668
	Iteration 32Q: 3 clusters Score -8100338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8100335.500000 Penalty: 5317.909668
	Iteration 33Q: 3 clusters Score -8100336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8100338.000000 Penalty: 5317.909668
	Iteration 34Q: 3 clusters Score -8100338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8100333.500000 Penalty: 5317.909668
	Iteration 35Q: 3 clusters Score -8100334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8100340.000000 Penalty: 5317.909668
	Iteration 36Q: 3 clusters Score -8100340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8100348.500000 Penalty: 5317.909668
	Iteration 37Q: 3 clusters Score -8100348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8100350.000000 Penalty: 5317.909668
	Iteration 38Q: 3 clusters Score -8100350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8100352.000000 Penalty: 5317.909668
	Iteration 39Q: 3 clusters Score -8100352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8100355.500000 Penalty: 5317.909668
	Iteration 40F: 3 clusters Score -8100356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8100365.000000 Penalty: 5317.909668
	Iteration 41Q: 3 clusters Score -8100365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8100363.500000 Penalty: 5317.909668
	Iteration 42Q: 3 clusters Score -8100364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8100359.500000 Penalty: 5317.909668
	Iteration 43Q: 3 clusters Score -8100360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8100358.500000 Penalty: 5317.909668
	Iteration 44Q: 3 clusters Score -8100358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8100362.500000 Penalty: 5317.909668
	Iteration 45Q: 3 clusters Score -8100362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8100358.000000 Penalty: 5317.909668
	Iteration 46Q: 3 clusters Score -8100358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8100361.500000 Penalty: 5317.909668
	Iteration 47Q: 3 clusters Score -8100362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8100361.500000 Penalty: 5317.909668
	Iteration 48F: 3 clusters Score -8100362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -1095490.500000 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -1095490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1090048.500000 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -1090048 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1091596.875000 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -1091597 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1091934.250000 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -1091934 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1092197.750000 Penalty: 4354.355469
	Iteration 3F: 3 clusters Score -1092198 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1092569.500000 Penalty: 4354.355469
	Iteration 4F: 3 clusters Score -1092570 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1093081.500000 Penalty: 4354.355469
	Iteration 5F: 3 clusters Score -1093082 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1093640.625000 Penalty: 4354.355469
	Iteration 6F: 3 clusters Score -1093641 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1094193.625000 Penalty: 4354.355469
	Iteration 7F: 3 clusters Score -1094194 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1094612.500000 Penalty: 4354.355469
	Iteration 8F: 3 clusters Score -1094612 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1094899.500000 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -1094900 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1095089.250000 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -1095089 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1095207.625000 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -1095208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1095271.250000 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -1095271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1095309.125000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -1095309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1095326.875000 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -1095327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1095341.000000 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -1095341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1095350.125000 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -1095350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1095355.375000 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -1095355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1095360.000000 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -1095360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1095363.750000 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -1095364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1095373.875000 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -1095374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1095377.625000 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -1095378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1095379.875000 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -1095380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1095384.500000 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -1095384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1095393.375000 Penalty: 4354.355469
	Iteration 24Q: 3 clusters Score -1095393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1095395.500000 Penalty: 4354.355469
	Iteration 25Q: 3 clusters Score -1095396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1095397.375000 Penalty: 4354.355469
	Iteration 26Q: 3 clusters Score -1095397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1095402.000000 Penalty: 4354.355469
	Iteration 27Q: 3 clusters Score -1095402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1095407.375000 Penalty: 4354.355469
	Iteration 28Q: 3 clusters Score -1095407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1095411.000000 Penalty: 4354.355469
	Iteration 29Q: 3 clusters Score -1095411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1095415.375000 Penalty: 4354.355469
	Iteration 30Q: 3 clusters Score -1095415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1095418.875000 Penalty: 4354.355469
	Iteration 31Q: 3 clusters Score -1095419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1095419.625000 Penalty: 4354.355469
	Iteration 32Q: 3 clusters Score -1095420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1095422.125000 Penalty: 4354.355469
	Iteration 33Q: 3 clusters Score -1095422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1095427.500000 Penalty: 4354.355469
	Iteration 34Q: 3 clusters Score -1095428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1095433.875000 Penalty: 4354.355469
	Iteration 35Q: 3 clusters Score -1095434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1095439.125000 Penalty: 4354.355469
	Iteration 36Q: 3 clusters Score -1095439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1095450.500000 Penalty: 4354.355469
	Iteration 37Q: 3 clusters Score -1095450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1095463.500000 Penalty: 4354.355469
	Iteration 38Q: 3 clusters Score -1095464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1095480.000000 Penalty: 4354.355469
	Iteration 39Q: 3 clusters Score -1095480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1095494.375000 Penalty: 4354.355469
	Iteration 40F: 3 clusters Score -1095494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1095516.375000 Penalty: 4354.355469
	Iteration 41Q: 3 clusters Score -1095516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1095536.000000 Penalty: 4354.355469
	Iteration 42Q: 3 clusters Score -1095536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1095554.375000 Penalty: 4354.355469
	Iteration 43Q: 3 clusters Score -1095554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1095577.875000 Penalty: 4354.355469
	Iteration 44Q: 3 clusters Score -1095578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1095604.875000 Penalty: 4354.355469
	Iteration 45Q: 3 clusters Score -1095605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1095628.125000 Penalty: 4354.355469
	Iteration 46Q: 3 clusters Score -1095628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1095644.625000 Penalty: 4354.355469
	Iteration 47Q: 3 clusters Score -1095645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1095652.250000 Penalty: 4354.355469
	Iteration 48Q: 3 clusters Score -1095652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1095655.875000 Penalty: 4354.355469
	Iteration 49Q: 3 clusters Score -1095656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1095662.125000 Penalty: 4354.355469
	Iteration 50Q: 3 clusters Score -1095662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1095662.125000 Penalty: 4354.355469
	Iteration 51Q: 3 clusters Score -1095662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1095661.500000 Penalty: 4354.355469
	Iteration 52Q: 3 clusters Score -1095662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1095666.000000 Penalty: 4354.355469
	Iteration 53Q: 3 clusters Score -1095666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1095667.500000 Penalty: 4354.355469
	Iteration 54Q: 3 clusters Score -1095668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1095668.500000 Penalty: 4354.355469
	Iteration 55Q: 3 clusters Score -1095668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1095668.750000 Penalty: 4354.355469
	Iteration 56Q: 3 clusters Score -1095669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1095668.125000 Penalty: 4354.355469
	Iteration 57Q: 3 clusters Score -1095668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1095670.250000 Penalty: 4354.355469
	Iteration 58Q: 3 clusters Score -1095670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1095672.000000 Penalty: 4354.355469
	Iteration 59Q: 3 clusters Score -1095672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1095673.500000 Penalty: 4354.355469
	Iteration 60F: 3 clusters Score -1095674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1095671.250000 Penalty: 4354.355469
	Iteration 61Q: 3 clusters Score -1095671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1095671.875000 Penalty: 4354.355469
	Iteration 62Q: 3 clusters Score -1095672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1095673.000000 Penalty: 4354.355469
	Iteration 63Q: 3 clusters Score -1095673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1095674.375000 Penalty: 4354.355469
	Iteration 64Q: 3 clusters Score -1095674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1095673.875000 Penalty: 4354.355469
	Iteration 65Q: 3 clusters Score -1095674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1095673.750000 Penalty: 4354.355469
	Iteration 66Q: 3 clusters Score -1095674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1095675.000000 Penalty: 4354.355469
	Iteration 67Q: 3 clusters Score -1095675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1095675.000000 Penalty: 4354.355469
	Iteration 68F: 3 clusters Score -1095675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 4142 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 43375 members 
Mstep: Class 41 contains 715 members 
Mstep: Class 42 contains 2354 members 
Entering Unmasked Estep 
Score: -196389360.000000 Penalty: 145101.093750
Splitting cluster 36 changes total score from -196389984.000000 to -196389360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (39332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Entering Unmasked Estep 
Score: -7019208.000000 Penalty: 2623.788818
	Iteration 0F: 2 clusters Score -7019208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -6992736.000000 Penalty: 5247.577637
	Iteration 0F: 3 clusters Score -6992736 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -7002629.000000 Penalty: 5247.577637
	Iteration 1F: 3 clusters Score -7002629 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -7003218.500000 Penalty: 5247.577637
	Iteration 2Q: 3 clusters Score -7003218 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -7003901.500000 Penalty: 5247.577637
	Iteration 3Q: 3 clusters Score -7003902 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -7004756.500000 Penalty: 5247.577637
	Iteration 4Q: 3 clusters Score -7004756 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -7006004.000000 Penalty: 5247.577637
	Iteration 5F: 3 clusters Score -7006004 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7007884.500000 Penalty: 5247.577637
	Iteration 6F: 3 clusters Score -7007884 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7010379.000000 Penalty: 5247.577637
	Iteration 7F: 3 clusters Score -7010379 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -7012959.000000 Penalty: 5247.577637
	Iteration 8F: 3 clusters Score -7012959 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -7014857.500000 Penalty: 5247.577637
	Iteration 9F: 3 clusters Score -7014858 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -7015930.000000 Penalty: 5247.577637
	Iteration 10Q: 3 clusters Score -7015930 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7016476.500000 Penalty: 5247.577637
	Iteration 11Q: 3 clusters Score -7016476 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7016749.500000 Penalty: 5247.577637
	Iteration 12Q: 3 clusters Score -7016750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -7016900.500000 Penalty: 5247.577637
	Iteration 13Q: 3 clusters Score -7016900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7016963.000000 Penalty: 5247.577637
	Iteration 14Q: 3 clusters Score -7016963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7016996.500000 Penalty: 5247.577637
	Iteration 15Q: 3 clusters Score -7016996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -7017020.500000 Penalty: 5247.577637
	Iteration 16Q: 3 clusters Score -7017020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -7017044.500000 Penalty: 5247.577637
	Iteration 17Q: 3 clusters Score -7017044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -7017056.500000 Penalty: 5247.577637
	Iteration 18Q: 3 clusters Score -7017056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7017066.000000 Penalty: 5247.577637
	Iteration 19Q: 3 clusters Score -7017066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -7017068.500000 Penalty: 5247.577637
	Iteration 20F: 3 clusters Score -7017068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -7017071.000000 Penalty: 5247.577637
	Iteration 21Q: 3 clusters Score -7017071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7017071.000000 Penalty: 5247.577637
	Iteration 22Q: 3 clusters Score -7017071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7017073.000000 Penalty: 5247.577637
	Iteration 23Q: 3 clusters Score -7017073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7017078.000000 Penalty: 5247.577637
	Iteration 24Q: 3 clusters Score -7017078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7017088.500000 Penalty: 5247.577637
	Iteration 25Q: 3 clusters Score -7017088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7017085.000000 Penalty: 5247.577637
	Iteration 26Q: 3 clusters Score -7017085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7017086.500000 Penalty: 5247.577637
	Iteration 27Q: 3 clusters Score -7017086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7017081.000000 Penalty: 5247.577637
	Iteration 28Q: 3 clusters Score -7017081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -7017082.000000 Penalty: 5247.577637
	Iteration 29Q: 3 clusters Score -7017082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7017079.500000 Penalty: 5247.577637
	Iteration 30Q: 3 clusters Score -7017080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7017081.500000 Penalty: 5247.577637
	Iteration 31Q: 3 clusters Score -7017082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -7017089.000000 Penalty: 5247.577637
	Iteration 32Q: 3 clusters Score -7017089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7017087.000000 Penalty: 5247.577637
	Iteration 33Q: 3 clusters Score -7017087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -7017098.500000 Penalty: 5247.577637
	Iteration 34Q: 3 clusters Score -7017098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7017107.000000 Penalty: 5247.577637
	Iteration 35Q: 3 clusters Score -7017107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -7017099.000000 Penalty: 5247.577637
	Iteration 36Q: 3 clusters Score -7017099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -7017099.000000 Penalty: 5247.577637
	Iteration 37F: 3 clusters Score -7017099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -73878.601562 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -73878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72429.734375 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -72429.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72756.500000 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -72756.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73043.695312 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -73043.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73266.687500 Penalty: 3042.165527
	Iteration 3F: 3 clusters Score -73266.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73394.585938 Penalty: 3042.165527
	Iteration 4F: 3 clusters Score -73394.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73542.875000 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -73542.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73593.218750 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -73593.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73627.046875 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -73627.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73634.406250 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -73634.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73634.406250 Penalty: 3042.165527
	Iteration 9F: 3 clusters Score -73634.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 16835 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 52746 members 
Mstep: Class 11 contains 42877 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 50059 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 48008 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9819 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 46132 members 
Mstep: Class 29 contains 44136 members 
Mstep: Class 30 contains 6777 members 
Mstep: Class 31 contains 39741 members 
Mstep: Class 32 contains 42612 members 
Mstep: Class 33 contains 46772 members 
Mstep: Class 34 contains 46668 members 
Mstep: Class 35 contains 45324 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 39332 members 
Mstep: Class 38 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391792.000000 Penalty: 141646.312500
Iteration 79Q: 42 clusters Score -1.963918e+08 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15705 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 51433 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 16836 members 
Mstep: Class 7 contains 9701 members 
Mstep: Class 8 contains 38076 members 
Mstep: Class 9 contains 47855 members 
Mstep: Class 10 contains 52749 members 
Mstep: Class 11 contains 43336 members 
Mstep: Class 12 contains 36794 members 
Mstep: Class 13 contains 49909 members 
Mstep: Class 14 contains 50838 members 
Mstep: Class 15 contains 47152 members 
Mstep: Class 16 contains 34453 members 
Mstep: Class 17 contains 22564 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 47993 members 
Mstep: Class 24 contains 572 members 
Mstep: Class 25 contains 44627 members 
Mstep: Class 26 contains 9796 members 
Mstep: Class 27 contains 46183 members 
Mstep: Class 28 contains 45977 members 
Mstep: Class 29 contains 44087 members 
Mstep: Class 30 contains 6716 members 
Mstep: Class 31 contains 40620 members 
Mstep: Class 32 contains 42504 members 
Mstep: Class 33 contains 46810 members 
Mstep: Class 34 contains 46537 members 
Mstep: Class 35 contains 45285 members 
Mstep: Class 36 contains 6524 members 
Mstep: Class 37 contains 39351 members 
Mstep: Class 38 contains 436 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 42745 members 
Mstep: Class 41 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394080.000000 Penalty: 141646.312500
Iteration 80F: 42 clusters Score -1.963941e+08 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 17725 members 
Mstep: Class 4 contains 51169 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 16818 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 38266 members 
Mstep: Class 9 contains 47762 members 
Mstep: Class 10 contains 52593 members 
Mstep: Class 11 contains 43737 members 
Mstep: Class 12 contains 36436 members 
Mstep: Class 13 contains 49739 members 
Mstep: Class 14 contains 50701 members 
Mstep: Class 15 contains 47138 members 
Mstep: Class 16 contains 34568 members 
Mstep: Class 17 contains 22473 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 549 members 
Mstep: Class 21 contains 6452 members 
Mstep: Class 22 contains 12808 members 
Mstep: Class 23 contains 47911 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 44616 members 
Mstep: Class 26 contains 9777 members 
Mstep: Class 27 contains 46185 members 
Mstep: Class 28 contains 45856 members 
Mstep: Class 29 contains 43947 members 
Mstep: Class 30 contains 6669 members 
Mstep: Class 31 contains 41376 members 
Mstep: Class 32 contains 42428 members 
Mstep: Class 33 contains 46817 members 
Mstep: Class 34 contains 46495 members 
Mstep: Class 35 contains 45244 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 39360 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 1210 members 
Mstep: Class 40 contains 43255 members 
Mstep: Class 41 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396368.000000 Penalty: 141646.312500
Iteration 81Q: 42 clusters Score -1.963964e+08 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15642 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 50955 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 16809 members 
Mstep: Class 7 contains 9559 members 
Mstep: Class 8 contains 38433 members 
Mstep: Class 9 contains 47679 members 
Mstep: Class 10 contains 52527 members 
Mstep: Class 11 contains 44030 members 
Mstep: Class 12 contains 36159 members 
Mstep: Class 13 contains 49666 members 
Mstep: Class 14 contains 50577 members 
Mstep: Class 15 contains 47131 members 
Mstep: Class 16 contains 34676 members 
Mstep: Class 17 contains 22403 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 6474 members 
Mstep: Class 22 contains 12851 members 
Mstep: Class 23 contains 47744 members 
Mstep: Class 24 contains 602 members 
Mstep: Class 25 contains 44547 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 46195 members 
Mstep: Class 28 contains 45732 members 
Mstep: Class 29 contains 43846 members 
Mstep: Class 30 contains 6614 members 
Mstep: Class 31 contains 42041 members 
Mstep: Class 32 contains 42369 members 
Mstep: Class 33 contains 46872 members 
Mstep: Class 34 contains 46484 members 
Mstep: Class 35 contains 45248 members 
Mstep: Class 36 contains 6613 members 
Mstep: Class 37 contains 39359 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 43593 members 
Mstep: Class 41 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196397776.000000 Penalty: 141646.312500
Iteration 82Q: 42 clusters Score -1.963978e+08 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15618 members 
Mstep: Class 3 contains 17265 members 
Mstep: Class 4 contains 50712 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 16798 members 
Mstep: Class 7 contains 9484 members 
Mstep: Class 8 contains 38622 members 
Mstep: Class 9 contains 47624 members 
Mstep: Class 10 contains 52421 members 
Mstep: Class 11 contains 44244 members 
Mstep: Class 12 contains 35860 members 
Mstep: Class 13 contains 49630 members 
Mstep: Class 14 contains 50510 members 
Mstep: Class 15 contains 47168 members 
Mstep: Class 16 contains 34757 members 
Mstep: Class 17 contains 22319 members 
Mstep: Class 18 contains 4438 members 
Mstep: Class 19 contains 512 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 6481 members 
Mstep: Class 22 contains 12898 members 
Mstep: Class 23 contains 47582 members 
Mstep: Class 24 contains 611 members 
Mstep: Class 25 contains 44519 members 
Mstep: Class 26 contains 9672 members 
Mstep: Class 27 contains 46237 members 
Mstep: Class 28 contains 45608 members 
Mstep: Class 29 contains 43805 members 
Mstep: Class 30 contains 6562 members 
Mstep: Class 31 contains 42636 members 
Mstep: Class 32 contains 42318 members 
Mstep: Class 33 contains 46890 members 
Mstep: Class 34 contains 46482 members 
Mstep: Class 35 contains 45255 members 
Mstep: Class 36 contains 6662 members 
Mstep: Class 37 contains 39363 members 
Mstep: Class 38 contains 386 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 43901 members 
Mstep: Class 41 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196398384.000000 Penalty: 141646.312500
Iteration 83Q: 42 clusters Score -1.963984e+08 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15594 members 
Mstep: Class 3 contains 17128 members 
Mstep: Class 4 contains 50431 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 16773 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 38764 members 
Mstep: Class 9 contains 47580 members 
Mstep: Class 10 contains 52339 members 
Mstep: Class 11 contains 44400 members 
Mstep: Class 12 contains 35574 members 
Mstep: Class 13 contains 49606 members 
Mstep: Class 14 contains 50483 members 
Mstep: Class 15 contains 47263 members 
Mstep: Class 16 contains 34833 members 
Mstep: Class 17 contains 22252 members 
Mstep: Class 18 contains 4466 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 531 members 
Mstep: Class 21 contains 6501 members 
Mstep: Class 22 contains 12911 members 
Mstep: Class 23 contains 47442 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 44504 members 
Mstep: Class 26 contains 9608 members 
Mstep: Class 27 contains 46274 members 
Mstep: Class 28 contains 45474 members 
Mstep: Class 29 contains 43771 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 43155 members 
Mstep: Class 32 contains 42294 members 
Mstep: Class 33 contains 46925 members 
Mstep: Class 34 contains 46470 members 
Mstep: Class 35 contains 45294 members 
Mstep: Class 36 contains 6709 members 
Mstep: Class 37 contains 39359 members 
Mstep: Class 38 contains 379 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 44248 members 
Mstep: Class 41 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196399792.000000 Penalty: 141646.312500
Iteration 84Q: 42 clusters Score -1.963998e+08 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15604 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 50169 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 16737 members 
Mstep: Class 7 contains 9340 members 
Mstep: Class 8 contains 38897 members 
Mstep: Class 9 contains 47554 members 
Mstep: Class 10 contains 52265 members 
Mstep: Class 11 contains 44518 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 49613 members 
Mstep: Class 14 contains 50433 members 
Mstep: Class 15 contains 47374 members 
Mstep: Class 16 contains 34917 members 
Mstep: Class 17 contains 22196 members 
Mstep: Class 18 contains 4479 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 6525 members 
Mstep: Class 22 contains 12897 members 
Mstep: Class 23 contains 47306 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 44518 members 
Mstep: Class 26 contains 9544 members 
Mstep: Class 27 contains 46305 members 
Mstep: Class 28 contains 45358 members 
Mstep: Class 29 contains 43698 members 
Mstep: Class 30 contains 6435 members 
Mstep: Class 31 contains 43568 members 
Mstep: Class 32 contains 42302 members 
Mstep: Class 33 contains 46954 members 
Mstep: Class 34 contains 46522 members 
Mstep: Class 35 contains 45325 members 
Mstep: Class 36 contains 6744 members 
Mstep: Class 37 contains 39352 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 1231 members 
Mstep: Class 40 contains 44566 members 
Mstep: Class 41 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400624.000000 Penalty: 141646.312500
Iteration 85Q: 42 clusters Score -1.964006e+08 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15598 members 
Mstep: Class 3 contains 16947 members 
Mstep: Class 4 contains 49966 members 
Mstep: Class 5 contains 2508 members 
Mstep: Class 6 contains 16729 members 
Mstep: Class 7 contains 9280 members 
Mstep: Class 8 contains 39044 members 
Mstep: Class 9 contains 47538 members 
Mstep: Class 10 contains 52185 members 
Mstep: Class 11 contains 44638 members 
Mstep: Class 12 contains 35053 members 
Mstep: Class 13 contains 49603 members 
Mstep: Class 14 contains 50405 members 
Mstep: Class 15 contains 47411 members 
Mstep: Class 16 contains 35012 members 
Mstep: Class 17 contains 22131 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 12881 members 
Mstep: Class 23 contains 47198 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 44537 members 
Mstep: Class 26 contains 9492 members 
Mstep: Class 27 contains 46335 members 
Mstep: Class 28 contains 45223 members 
Mstep: Class 29 contains 43657 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 43876 members 
Mstep: Class 32 contains 42308 members 
Mstep: Class 33 contains 46977 members 
Mstep: Class 34 contains 46609 members 
Mstep: Class 35 contains 45339 members 
Mstep: Class 36 contains 6773 members 
Mstep: Class 37 contains 39339 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1232 members 
Mstep: Class 40 contains 44865 members 
Mstep: Class 41 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401104.000000 Penalty: 141646.312500
Iteration 86Q: 42 clusters Score -1.964011e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 16899 members 
Mstep: Class 4 contains 49775 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 7 contains 9212 members 
Mstep: Class 8 contains 39176 members 
Mstep: Class 9 contains 47477 members 
Mstep: Class 10 contains 52136 members 
Mstep: Class 11 contains 44709 members 
Mstep: Class 12 contains 34846 members 
Mstep: Class 13 contains 49628 members 
Mstep: Class 14 contains 50401 members 
Mstep: Class 15 contains 47397 members 
Mstep: Class 16 contains 35086 members 
Mstep: Class 17 contains 22074 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 12870 members 
Mstep: Class 23 contains 47113 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 44568 members 
Mstep: Class 26 contains 9453 members 
Mstep: Class 27 contains 46359 members 
Mstep: Class 28 contains 45084 members 
Mstep: Class 29 contains 43583 members 
Mstep: Class 30 contains 6301 members 
Mstep: Class 31 contains 44133 members 
Mstep: Class 32 contains 42354 members 
Mstep: Class 33 contains 46972 members 
Mstep: Class 34 contains 46667 members 
Mstep: Class 35 contains 45407 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 39340 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 1230 members 
Mstep: Class 40 contains 45159 members 
Mstep: Class 41 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401472.000000 Penalty: 141646.312500
Iteration 87Q: 42 clusters Score -1.964015e+08 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 16866 members 
Mstep: Class 4 contains 49626 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 9130 members 
Mstep: Class 8 contains 39298 members 
Mstep: Class 9 contains 47437 members 
Mstep: Class 10 contains 52122 members 
Mstep: Class 11 contains 44684 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 49687 members 
Mstep: Class 14 contains 50373 members 
Mstep: Class 15 contains 47378 members 
Mstep: Class 16 contains 35154 members 
Mstep: Class 17 contains 22015 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 12846 members 
Mstep: Class 23 contains 47041 members 
Mstep: Class 24 contains 620 members 
Mstep: Class 25 contains 44576 members 
Mstep: Class 26 contains 9430 members 
Mstep: Class 27 contains 46380 members 
Mstep: Class 28 contains 44983 members 
Mstep: Class 29 contains 43500 members 
Mstep: Class 30 contains 6238 members 
Mstep: Class 31 contains 44361 members 
Mstep: Class 32 contains 42431 members 
Mstep: Class 33 contains 46997 members 
Mstep: Class 34 contains 46771 members 
Mstep: Class 35 contains 45397 members 
Mstep: Class 36 contains 6815 members 
Mstep: Class 37 contains 39330 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 45427 members 
Mstep: Class 41 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402464.000000 Penalty: 141646.312500
Iteration 88Q: 42 clusters Score -1.964025e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 16861 members 
Mstep: Class 4 contains 49500 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 9053 members 
Mstep: Class 8 contains 39391 members 
Mstep: Class 9 contains 47388 members 
Mstep: Class 10 contains 52111 members 
Mstep: Class 11 contains 44618 members 
Mstep: Class 12 contains 34532 members 
Mstep: Class 13 contains 49708 members 
Mstep: Class 14 contains 50307 members 
Mstep: Class 15 contains 47385 members 
Mstep: Class 16 contains 35241 members 
Mstep: Class 17 contains 21976 members 
Mstep: Class 18 contains 4445 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 12823 members 
Mstep: Class 23 contains 46980 members 
Mstep: Class 24 contains 622 members 
Mstep: Class 25 contains 44599 members 
Mstep: Class 26 contains 9397 members 
Mstep: Class 27 contains 46394 members 
Mstep: Class 28 contains 44924 members 
Mstep: Class 29 contains 43413 members 
Mstep: Class 30 contains 6171 members 
Mstep: Class 31 contains 44510 members 
Mstep: Class 32 contains 42578 members 
Mstep: Class 33 contains 47045 members 
Mstep: Class 34 contains 46831 members 
Mstep: Class 35 contains 45371 members 
Mstep: Class 36 contains 6840 members 
Mstep: Class 37 contains 39331 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 45652 members 
Mstep: Class 41 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402960.000000 Penalty: 141646.312500
Iteration 89Q: 42 clusters Score -1.96403e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15588 members 
Mstep: Class 3 contains 16829 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 16700 members 
Mstep: Class 7 contains 8982 members 
Mstep: Class 8 contains 39472 members 
Mstep: Class 9 contains 47310 members 
Mstep: Class 10 contains 52107 members 
Mstep: Class 11 contains 44524 members 
Mstep: Class 12 contains 34414 members 
Mstep: Class 13 contains 49731 members 
Mstep: Class 14 contains 50227 members 
Mstep: Class 15 contains 47398 members 
Mstep: Class 16 contains 35330 members 
Mstep: Class 17 contains 21942 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 12824 members 
Mstep: Class 23 contains 46874 members 
Mstep: Class 24 contains 620 members 
Mstep: Class 25 contains 44636 members 
Mstep: Class 26 contains 9386 members 
Mstep: Class 27 contains 46411 members 
Mstep: Class 28 contains 44911 members 
Mstep: Class 29 contains 43354 members 
Mstep: Class 30 contains 6107 members 
Mstep: Class 31 contains 44648 members 
Mstep: Class 32 contains 42754 members 
Mstep: Class 33 contains 47050 members 
Mstep: Class 34 contains 46872 members 
Mstep: Class 35 contains 45344 members 
Mstep: Class 36 contains 6861 members 
Mstep: Class 37 contains 39314 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 45906 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403120.000000 Penalty: 141646.312500
Iteration 90Q: 42 clusters Score -1.964031e+08 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15583 members 
Mstep: Class 3 contains 16807 members 
Mstep: Class 4 contains 49289 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 16691 members 
Mstep: Class 7 contains 8897 members 
Mstep: Class 8 contains 39554 members 
Mstep: Class 9 contains 47227 members 
Mstep: Class 10 contains 52087 members 
Mstep: Class 11 contains 44464 members 
Mstep: Class 12 contains 34296 members 
Mstep: Class 13 contains 49787 members 
Mstep: Class 14 contains 50156 members 
Mstep: Class 15 contains 47441 members 
Mstep: Class 16 contains 35418 members 
Mstep: Class 17 contains 21912 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6722 members 
Mstep: Class 22 contains 12814 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44694 members 
Mstep: Class 26 contains 9388 members 
Mstep: Class 27 contains 46431 members 
Mstep: Class 28 contains 44896 members 
Mstep: Class 29 contains 43291 members 
Mstep: Class 30 contains 6053 members 
Mstep: Class 31 contains 44759 members 
Mstep: Class 32 contains 42899 members 
Mstep: Class 33 contains 47066 members 
Mstep: Class 34 contains 46907 members 
Mstep: Class 35 contains 45310 members 
Mstep: Class 36 contains 6882 members 
Mstep: Class 37 contains 39300 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 46144 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403968.000000 Penalty: 141646.312500
Iteration 91Q: 42 clusters Score -1.96404e+08 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15578 members 
Mstep: Class 3 contains 16763 members 
Mstep: Class 4 contains 49173 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 16676 members 
Mstep: Class 7 contains 8825 members 
Mstep: Class 8 contains 39614 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 52106 members 
Mstep: Class 11 contains 44396 members 
Mstep: Class 12 contains 34183 members 
Mstep: Class 13 contains 49857 members 
Mstep: Class 14 contains 50090 members 
Mstep: Class 15 contains 47514 members 
Mstep: Class 16 contains 35498 members 
Mstep: Class 17 contains 21863 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6765 members 
Mstep: Class 22 contains 12818 members 
Mstep: Class 23 contains 46724 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44724 members 
Mstep: Class 26 contains 9386 members 
Mstep: Class 27 contains 46443 members 
Mstep: Class 28 contains 44842 members 
Mstep: Class 29 contains 43210 members 
Mstep: Class 30 contains 6009 members 
Mstep: Class 31 contains 44850 members 
Mstep: Class 32 contains 43073 members 
Mstep: Class 33 contains 47049 members 
Mstep: Class 34 contains 46894 members 
Mstep: Class 35 contains 45322 members 
Mstep: Class 36 contains 6898 members 
Mstep: Class 37 contains 39301 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 46329 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404672.000000 Penalty: 141646.312500
Iteration 92Q: 42 clusters Score -1.964047e+08 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 16737 members 
Mstep: Class 4 contains 49069 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 16676 members 
Mstep: Class 7 contains 8736 members 
Mstep: Class 8 contains 39687 members 
Mstep: Class 9 contains 47190 members 
Mstep: Class 10 contains 52098 members 
Mstep: Class 11 contains 44329 members 
Mstep: Class 12 contains 34074 members 
Mstep: Class 13 contains 49922 members 
Mstep: Class 14 contains 50038 members 
Mstep: Class 15 contains 47553 members 
Mstep: Class 16 contains 35568 members 
Mstep: Class 17 contains 21822 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 12824 members 
Mstep: Class 23 contains 46687 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44774 members 
Mstep: Class 26 contains 9381 members 
Mstep: Class 27 contains 46447 members 
Mstep: Class 28 contains 44767 members 
Mstep: Class 29 contains 43185 members 
Mstep: Class 30 contains 5969 members 
Mstep: Class 31 contains 44897 members 
Mstep: Class 32 contains 43225 members 
Mstep: Class 33 contains 47039 members 
Mstep: Class 34 contains 46870 members 
Mstep: Class 35 contains 45323 members 
Mstep: Class 36 contains 6917 members 
Mstep: Class 37 contains 39298 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 46499 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405104.000000 Penalty: 141646.312500
Iteration 93Q: 42 clusters Score -1.964051e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15563 members 
Mstep: Class 3 contains 16716 members 
Mstep: Class 4 contains 48953 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 16667 members 
Mstep: Class 7 contains 8655 members 
Mstep: Class 8 contains 39762 members 
Mstep: Class 9 contains 47203 members 
Mstep: Class 10 contains 52094 members 
Mstep: Class 11 contains 44243 members 
Mstep: Class 12 contains 33978 members 
Mstep: Class 13 contains 49947 members 
Mstep: Class 14 contains 49996 members 
Mstep: Class 15 contains 47600 members 
Mstep: Class 16 contains 35626 members 
Mstep: Class 17 contains 21774 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 12849 members 
Mstep: Class 23 contains 46663 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44796 members 
Mstep: Class 26 contains 9375 members 
Mstep: Class 27 contains 46453 members 
Mstep: Class 28 contains 44682 members 
Mstep: Class 29 contains 43177 members 
Mstep: Class 30 contains 5931 members 
Mstep: Class 31 contains 44918 members 
Mstep: Class 32 contains 43403 members 
Mstep: Class 33 contains 47050 members 
Mstep: Class 34 contains 46843 members 
Mstep: Class 35 contains 45340 members 
Mstep: Class 36 contains 6943 members 
Mstep: Class 37 contains 39287 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 46649 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404944.000000 Penalty: 141646.312500
Iteration 94Q: 42 clusters Score -1.964049e+08 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15556 members 
Mstep: Class 3 contains 16703 members 
Mstep: Class 4 contains 48832 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 16667 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 39823 members 
Mstep: Class 9 contains 47171 members 
Mstep: Class 10 contains 52122 members 
Mstep: Class 11 contains 44149 members 
Mstep: Class 12 contains 33915 members 
Mstep: Class 13 contains 49939 members 
Mstep: Class 14 contains 49965 members 
Mstep: Class 15 contains 47639 members 
Mstep: Class 16 contains 35684 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 6949 members 
Mstep: Class 22 contains 12874 members 
Mstep: Class 23 contains 46656 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44847 members 
Mstep: Class 26 contains 9367 members 
Mstep: Class 27 contains 46458 members 
Mstep: Class 28 contains 44618 members 
Mstep: Class 29 contains 43171 members 
Mstep: Class 30 contains 5888 members 
Mstep: Class 31 contains 44899 members 
Mstep: Class 32 contains 43594 members 
Mstep: Class 33 contains 47049 members 
Mstep: Class 34 contains 46821 members 
Mstep: Class 35 contains 45331 members 
Mstep: Class 36 contains 6952 members 
Mstep: Class 37 contains 39269 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 46799 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405440.000000 Penalty: 141646.312500
Iteration 95Q: 42 clusters Score -1.964054e+08 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 16686 members 
Mstep: Class 4 contains 48774 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 16653 members 
Mstep: Class 7 contains 8555 members 
Mstep: Class 8 contains 39877 members 
Mstep: Class 9 contains 47162 members 
Mstep: Class 10 contains 52143 members 
Mstep: Class 11 contains 44064 members 
Mstep: Class 12 contains 33849 members 
Mstep: Class 13 contains 49970 members 
Mstep: Class 14 contains 49944 members 
Mstep: Class 15 contains 47650 members 
Mstep: Class 16 contains 35728 members 
Mstep: Class 17 contains 21703 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 12901 members 
Mstep: Class 23 contains 46682 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44891 members 
Mstep: Class 26 contains 9360 members 
Mstep: Class 27 contains 46462 members 
Mstep: Class 28 contains 44552 members 
Mstep: Class 29 contains 43157 members 
Mstep: Class 30 contains 5839 members 
Mstep: Class 31 contains 44864 members 
Mstep: Class 32 contains 43734 members 
Mstep: Class 33 contains 47025 members 
Mstep: Class 34 contains 46787 members 
Mstep: Class 35 contains 45337 members 
Mstep: Class 36 contains 6968 members 
Mstep: Class 37 contains 39254 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 46940 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406000.000000 Penalty: 141646.312500
Iteration 96Q: 42 clusters Score -1.96406e+08 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15551 members 
Mstep: Class 3 contains 16692 members 
Mstep: Class 4 contains 48729 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 16638 members 
Mstep: Class 7 contains 8498 members 
Mstep: Class 8 contains 39940 members 
Mstep: Class 9 contains 47136 members 
Mstep: Class 10 contains 52127 members 
Mstep: Class 11 contains 44027 members 
Mstep: Class 12 contains 33804 members 
Mstep: Class 13 contains 50026 members 
Mstep: Class 14 contains 49916 members 
Mstep: Class 15 contains 47633 members 
Mstep: Class 16 contains 35766 members 
Mstep: Class 17 contains 21655 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 7082 members 
Mstep: Class 22 contains 12933 members 
Mstep: Class 23 contains 46666 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44914 members 
Mstep: Class 26 contains 9357 members 
Mstep: Class 27 contains 46471 members 
Mstep: Class 28 contains 44541 members 
Mstep: Class 29 contains 43149 members 
Mstep: Class 30 contains 5795 members 
Mstep: Class 31 contains 44849 members 
Mstep: Class 32 contains 43854 members 
Mstep: Class 33 contains 46997 members 
Mstep: Class 34 contains 46751 members 
Mstep: Class 35 contains 45317 members 
Mstep: Class 36 contains 6988 members 
Mstep: Class 37 contains 39235 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 47080 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405984.000000 Penalty: 141646.312500
Iteration 97Q: 42 clusters Score -1.96406e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15545 members 
Mstep: Class 3 contains 16691 members 
Mstep: Class 4 contains 48708 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 16629 members 
Mstep: Class 7 contains 8446 members 
Mstep: Class 8 contains 40008 members 
Mstep: Class 9 contains 47120 members 
Mstep: Class 10 contains 52134 members 
Mstep: Class 11 contains 44020 members 
Mstep: Class 12 contains 33777 members 
Mstep: Class 13 contains 50085 members 
Mstep: Class 14 contains 49865 members 
Mstep: Class 15 contains 47615 members 
Mstep: Class 16 contains 35812 members 
Mstep: Class 17 contains 21599 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 7143 members 
Mstep: Class 22 contains 12963 members 
Mstep: Class 23 contains 46630 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44944 members 
Mstep: Class 26 contains 9348 members 
Mstep: Class 27 contains 46481 members 
Mstep: Class 28 contains 44488 members 
Mstep: Class 29 contains 43124 members 
Mstep: Class 30 contains 5743 members 
Mstep: Class 31 contains 44823 members 
Mstep: Class 32 contains 43969 members 
Mstep: Class 33 contains 46971 members 
Mstep: Class 34 contains 46734 members 
Mstep: Class 35 contains 45293 members 
Mstep: Class 36 contains 7003 members 
Mstep: Class 37 contains 39224 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 47202 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406896.000000 Penalty: 141646.312500
Iteration 98Q: 42 clusters Score -1.964069e+08 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 16683 members 
Mstep: Class 4 contains 48673 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 16611 members 
Mstep: Class 7 contains 8415 members 
Mstep: Class 8 contains 40058 members 
Mstep: Class 9 contains 47122 members 
Mstep: Class 10 contains 52153 members 
Mstep: Class 11 contains 44037 members 
Mstep: Class 12 contains 33765 members 
Mstep: Class 13 contains 50182 members 
Mstep: Class 14 contains 49826 members 
Mstep: Class 15 contains 47607 members 
Mstep: Class 16 contains 35840 members 
Mstep: Class 17 contains 21545 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 7199 members 
Mstep: Class 22 contains 12998 members 
Mstep: Class 23 contains 46600 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44962 members 
Mstep: Class 26 contains 9341 members 
Mstep: Class 27 contains 46490 members 
Mstep: Class 28 contains 44427 members 
Mstep: Class 29 contains 43106 members 
Mstep: Class 30 contains 5697 members 
Mstep: Class 31 contains 44806 members 
Mstep: Class 32 contains 44037 members 
Mstep: Class 33 contains 46935 members 
Mstep: Class 34 contains 46681 members 
Mstep: Class 35 contains 45270 members 
Mstep: Class 36 contains 7010 members 
Mstep: Class 37 contains 39212 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 47324 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407232.000000 Penalty: 141646.312500
Iteration 99Q: 42 clusters Score -1.964072e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15546 members 
Mstep: Class 3 contains 16664 members 
Mstep: Class 4 contains 48680 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 16598 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 40113 members 
Mstep: Class 9 contains 47123 members 
Mstep: Class 10 contains 52176 members 
Mstep: Class 11 contains 44039 members 
Mstep: Class 12 contains 33773 members 
Mstep: Class 13 contains 50280 members 
Mstep: Class 14 contains 49774 members 
Mstep: Class 15 contains 47599 members 
Mstep: Class 16 contains 35870 members 
Mstep: Class 17 contains 21486 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 46568 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 44980 members 
Mstep: Class 26 contains 9341 members 
Mstep: Class 27 contains 46495 members 
Mstep: Class 28 contains 44366 members 
Mstep: Class 29 contains 43069 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 44766 members 
Mstep: Class 32 contains 44146 members 
Mstep: Class 33 contains 46897 members 
Mstep: Class 34 contains 46619 members 
Mstep: Class 35 contains 45280 members 
Mstep: Class 36 contains 7025 members 
Mstep: Class 37 contains 39196 members 
Mstep: Class 38 contains 369 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 47418 members 
Mstep: Class 41 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407536.000000 Penalty: 141646.312500
Iteration 100F: 42 clusters Score -1.964075e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15543 members 
Mstep: Class 3 contains 16654 members 
Mstep: Class 4 contains 48696 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 16595 members 
Mstep: Class 7 contains 8321 members 
Mstep: Class 8 contains 40160 members 
Mstep: Class 9 contains 47146 members 
Mstep: Class 10 contains 52187 members 
Mstep: Class 11 contains 44030 members 
Mstep: Class 12 contains 33780 members 
Mstep: Class 13 contains 50430 members 
Mstep: Class 14 contains 49738 members 
Mstep: Class 15 contains 47591 members 
Mstep: Class 16 contains 35893 members 
Mstep: Class 17 contains 21425 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 534 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 7289 members 
Mstep: Class 22 contains 13087 members 
Mstep: Class 23 contains 46549 members 
Mstep: Class 24 contains 626 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 9333 members 
Mstep: Class 27 contains 46508 members 
Mstep: Class 28 contains 44263 members 
Mstep: Class 29 contains 43038 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 44718 members 
Mstep: Class 32 contains 44239 members 
Mstep: Class 33 contains 46860 members 
Mstep: Class 34 contains 46570 members 
Mstep: Class 35 contains 45273 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 39170 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 47517 members 
Mstep: Class 41 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407888.000000 Penalty: 141646.312500
Iteration 101Q: 42 clusters Score -1.964079e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15543 members 
Mstep: Class 3 contains 16645 members 
Mstep: Class 4 contains 48715 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 16588 members 
Mstep: Class 7 contains 8284 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 47194 members 
Mstep: Class 10 contains 52166 members 
Mstep: Class 11 contains 44028 members 
Mstep: Class 12 contains 33817 members 
Mstep: Class 13 contains 50528 members 
Mstep: Class 14 contains 49693 members 
Mstep: Class 15 contains 47591 members 
Mstep: Class 16 contains 35904 members 
Mstep: Class 17 contains 21374 members 
Mstep: Class 18 contains 4085 members 
Mstep: Class 19 contains 539 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 7314 members 
Mstep: Class 22 contains 13115 members 
Mstep: Class 23 contains 46530 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 45011 members 
Mstep: Class 26 contains 9328 members 
Mstep: Class 27 contains 46528 members 
Mstep: Class 28 contains 44137 members 
Mstep: Class 29 contains 43020 members 
Mstep: Class 30 contains 5556 members 
Mstep: Class 31 contains 44681 members 
Mstep: Class 32 contains 44344 members 
Mstep: Class 33 contains 46802 members 
Mstep: Class 34 contains 46518 members 
Mstep: Class 35 contains 45250 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 39154 members 
Mstep: Class 38 contains 370 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 47634 members 
Mstep: Class 41 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407616.000000 Penalty: 141646.312500
Iteration 102Q: 42 clusters Score -1.964076e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15543 members 
Mstep: Class 3 contains 16631 members 
Mstep: Class 4 contains 48717 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 16585 members 
Mstep: Class 7 contains 8257 members 
Mstep: Class 8 contains 40285 members 
Mstep: Class 9 contains 47192 members 
Mstep: Class 10 contains 52119 members 
Mstep: Class 11 contains 44069 members 
Mstep: Class 12 contains 33855 members 
Mstep: Class 13 contains 50588 members 
Mstep: Class 14 contains 49664 members 
Mstep: Class 15 contains 47582 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 21321 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 13139 members 
Mstep: Class 23 contains 46521 members 
Mstep: Class 24 contains 629 members 
Mstep: Class 25 contains 45047 members 
Mstep: Class 26 contains 9328 members 
Mstep: Class 27 contains 46536 members 
Mstep: Class 28 contains 44024 members 
Mstep: Class 29 contains 43012 members 
Mstep: Class 30 contains 5504 members 
Mstep: Class 31 contains 44635 members 
Mstep: Class 32 contains 44473 members 
Mstep: Class 33 contains 46731 members 
Mstep: Class 34 contains 46490 members 
Mstep: Class 35 contains 45204 members 
Mstep: Class 36 contains 7072 members 
Mstep: Class 37 contains 39136 members 
Mstep: Class 38 contains 363 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 47763 members 
Mstep: Class 41 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408464.000000 Penalty: 141646.312500
Iteration 103Q: 42 clusters Score -1.964085e+08 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15548 members 
Mstep: Class 3 contains 16621 members 
Mstep: Class 4 contains 48757 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 40357 members 
Mstep: Class 9 contains 47203 members 
Mstep: Class 10 contains 52098 members 
Mstep: Class 11 contains 44063 members 
Mstep: Class 12 contains 33900 members 
Mstep: Class 13 contains 50679 members 
Mstep: Class 14 contains 49621 members 
Mstep: Class 15 contains 47569 members 
Mstep: Class 16 contains 35934 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 7379 members 
Mstep: Class 22 contains 13146 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 45064 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 46537 members 
Mstep: Class 28 contains 43900 members 
Mstep: Class 29 contains 42978 members 
Mstep: Class 30 contains 5457 members 
Mstep: Class 31 contains 44596 members 
Mstep: Class 32 contains 44605 members 
Mstep: Class 33 contains 46713 members 
Mstep: Class 34 contains 46451 members 
Mstep: Class 35 contains 45173 members 
Mstep: Class 36 contains 7091 members 
Mstep: Class 37 contains 39120 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 47854 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408160.000000 Penalty: 141646.312500
Iteration 104Q: 42 clusters Score -1.964082e+08 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15554 members 
Mstep: Class 3 contains 16606 members 
Mstep: Class 4 contains 48777 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 16549 members 
Mstep: Class 7 contains 8156 members 
Mstep: Class 8 contains 40425 members 
Mstep: Class 9 contains 47232 members 
Mstep: Class 10 contains 52079 members 
Mstep: Class 11 contains 44103 members 
Mstep: Class 12 contains 33931 members 
Mstep: Class 13 contains 50750 members 
Mstep: Class 14 contains 49607 members 
Mstep: Class 15 contains 47523 members 
Mstep: Class 16 contains 35956 members 
Mstep: Class 17 contains 21221 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 554 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 13174 members 
Mstep: Class 23 contains 46494 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 45092 members 
Mstep: Class 26 contains 9308 members 
Mstep: Class 27 contains 46541 members 
Mstep: Class 28 contains 43842 members 
Mstep: Class 29 contains 42922 members 
Mstep: Class 30 contains 5408 members 
Mstep: Class 31 contains 44543 members 
Mstep: Class 32 contains 44736 members 
Mstep: Class 33 contains 46671 members 
Mstep: Class 34 contains 46399 members 
Mstep: Class 35 contains 45138 members 
Mstep: Class 36 contains 7110 members 
Mstep: Class 37 contains 39100 members 
Mstep: Class 38 contains 353 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 47945 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408096.000000 Penalty: 141646.312500
Iteration 105Q: 42 clusters Score -1.964081e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15548 members 
Mstep: Class 3 contains 16588 members 
Mstep: Class 4 contains 48786 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16537 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 40489 members 
Mstep: Class 9 contains 47247 members 
Mstep: Class 10 contains 52067 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 12 contains 33941 members 
Mstep: Class 13 contains 50831 members 
Mstep: Class 14 contains 49553 members 
Mstep: Class 15 contains 47507 members 
Mstep: Class 16 contains 35984 members 
Mstep: Class 17 contains 21173 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 7440 members 
Mstep: Class 22 contains 13186 members 
Mstep: Class 23 contains 46500 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 45110 members 
Mstep: Class 26 contains 9307 members 
Mstep: Class 27 contains 46549 members 
Mstep: Class 28 contains 43787 members 
Mstep: Class 29 contains 42869 members 
Mstep: Class 30 contains 5351 members 
Mstep: Class 31 contains 44491 members 
Mstep: Class 32 contains 44915 members 
Mstep: Class 33 contains 46607 members 
Mstep: Class 34 contains 46350 members 
Mstep: Class 35 contains 45099 members 
Mstep: Class 36 contains 7126 members 
Mstep: Class 37 contains 39079 members 
Mstep: Class 38 contains 348 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 48019 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408496.000000 Penalty: 141646.312500
Iteration 106Q: 42 clusters Score -1.964085e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15546 members 
Mstep: Class 3 contains 16575 members 
Mstep: Class 4 contains 48836 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16533 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 40556 members 
Mstep: Class 9 contains 47254 members 
Mstep: Class 10 contains 52049 members 
Mstep: Class 11 contains 44263 members 
Mstep: Class 12 contains 33980 members 
Mstep: Class 13 contains 50909 members 
Mstep: Class 14 contains 49493 members 
Mstep: Class 15 contains 47516 members 
Mstep: Class 16 contains 36016 members 
Mstep: Class 17 contains 21123 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 7463 members 
Mstep: Class 22 contains 13199 members 
Mstep: Class 23 contains 46475 members 
Mstep: Class 24 contains 628 members 
Mstep: Class 25 contains 45150 members 
Mstep: Class 26 contains 9303 members 
Mstep: Class 27 contains 46554 members 
Mstep: Class 28 contains 43690 members 
Mstep: Class 29 contains 42832 members 
Mstep: Class 30 contains 5291 members 
Mstep: Class 31 contains 44454 members 
Mstep: Class 32 contains 45071 members 
Mstep: Class 33 contains 46518 members 
Mstep: Class 34 contains 46290 members 
Mstep: Class 35 contains 45055 members 
Mstep: Class 36 contains 7132 members 
Mstep: Class 37 contains 39052 members 
Mstep: Class 38 contains 347 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 48080 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409040.000000 Penalty: 141646.312500
Iteration 107Q: 42 clusters Score -1.96409e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15545 members 
Mstep: Class 3 contains 16567 members 
Mstep: Class 4 contains 48864 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16530 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 40612 members 
Mstep: Class 9 contains 47282 members 
Mstep: Class 10 contains 52025 members 
Mstep: Class 11 contains 44370 members 
Mstep: Class 12 contains 34008 members 
Mstep: Class 13 contains 51016 members 
Mstep: Class 14 contains 49413 members 
Mstep: Class 15 contains 47511 members 
Mstep: Class 16 contains 36025 members 
Mstep: Class 17 contains 21060 members 
Mstep: Class 18 contains 4022 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 13227 members 
Mstep: Class 23 contains 46448 members 
Mstep: Class 24 contains 631 members 
Mstep: Class 25 contains 45187 members 
Mstep: Class 26 contains 9311 members 
Mstep: Class 27 contains 46563 members 
Mstep: Class 28 contains 43611 members 
Mstep: Class 29 contains 42826 members 
Mstep: Class 30 contains 5233 members 
Mstep: Class 31 contains 44427 members 
Mstep: Class 32 contains 45190 members 
Mstep: Class 33 contains 46420 members 
Mstep: Class 34 contains 46227 members 
Mstep: Class 35 contains 45011 members 
Mstep: Class 36 contains 7133 members 
Mstep: Class 37 contains 39035 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 48155 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409648.000000 Penalty: 141646.312500
Iteration 108Q: 42 clusters Score -1.964096e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15542 members 
Mstep: Class 3 contains 16556 members 
Mstep: Class 4 contains 48930 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16514 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 40651 members 
Mstep: Class 9 contains 47289 members 
Mstep: Class 10 contains 52020 members 
Mstep: Class 11 contains 44505 members 
Mstep: Class 12 contains 34080 members 
Mstep: Class 13 contains 51156 members 
Mstep: Class 14 contains 49314 members 
Mstep: Class 15 contains 47526 members 
Mstep: Class 16 contains 36040 members 
Mstep: Class 17 contains 21013 members 
Mstep: Class 18 contains 4006 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7518 members 
Mstep: Class 22 contains 13263 members 
Mstep: Class 23 contains 46429 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 45197 members 
Mstep: Class 26 contains 9315 members 
Mstep: Class 27 contains 46572 members 
Mstep: Class 28 contains 43531 members 
Mstep: Class 29 contains 42792 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 44380 members 
Mstep: Class 32 contains 45313 members 
Mstep: Class 33 contains 46316 members 
Mstep: Class 34 contains 46156 members 
Mstep: Class 35 contains 44965 members 
Mstep: Class 36 contains 7137 members 
Mstep: Class 37 contains 39020 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 48206 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409744.000000 Penalty: 141646.312500
Iteration 109Q: 42 clusters Score -1.964097e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15542 members 
Mstep: Class 3 contains 16557 members 
Mstep: Class 4 contains 48985 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 16500 members 
Mstep: Class 7 contains 7903 members 
Mstep: Class 8 contains 40693 members 
Mstep: Class 9 contains 47289 members 
Mstep: Class 10 contains 52010 members 
Mstep: Class 11 contains 44602 members 
Mstep: Class 12 contains 34132 members 
Mstep: Class 13 contains 51377 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 47533 members 
Mstep: Class 16 contains 36051 members 
Mstep: Class 17 contains 20976 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 13298 members 
Mstep: Class 23 contains 46419 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 45193 members 
Mstep: Class 26 contains 9323 members 
Mstep: Class 27 contains 46585 members 
Mstep: Class 28 contains 43468 members 
Mstep: Class 29 contains 42743 members 
Mstep: Class 30 contains 5075 members 
Mstep: Class 31 contains 44336 members 
Mstep: Class 32 contains 45404 members 
Mstep: Class 33 contains 46203 members 
Mstep: Class 34 contains 46076 members 
Mstep: Class 35 contains 44909 members 
Mstep: Class 36 contains 7146 members 
Mstep: Class 37 contains 39000 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 48260 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410448.000000 Penalty: 141646.312500
Iteration 110Q: 42 clusters Score -1.964104e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15548 members 
Mstep: Class 3 contains 16548 members 
Mstep: Class 4 contains 49045 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 16491 members 
Mstep: Class 7 contains 7852 members 
Mstep: Class 8 contains 40745 members 
Mstep: Class 9 contains 47282 members 
Mstep: Class 10 contains 51993 members 
Mstep: Class 11 contains 44742 members 
Mstep: Class 12 contains 34175 members 
Mstep: Class 13 contains 51620 members 
Mstep: Class 14 contains 49162 members 
Mstep: Class 15 contains 47516 members 
Mstep: Class 16 contains 36061 members 
Mstep: Class 17 contains 20930 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7585 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 46403 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 45162 members 
Mstep: Class 26 contains 9325 members 
Mstep: Class 27 contains 46587 members 
Mstep: Class 28 contains 43409 members 
Mstep: Class 29 contains 42694 members 
Mstep: Class 30 contains 5009 members 
Mstep: Class 31 contains 44258 members 
Mstep: Class 32 contains 45501 members 
Mstep: Class 33 contains 46056 members 
Mstep: Class 34 contains 46027 members 
Mstep: Class 35 contains 44885 members 
Mstep: Class 36 contains 7145 members 
Mstep: Class 37 contains 38986 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 48320 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410800.000000 Penalty: 141646.312500
Iteration 111Q: 42 clusters Score -1.964108e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15548 members 
Mstep: Class 3 contains 16536 members 
Mstep: Class 4 contains 49109 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 16484 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 47274 members 
Mstep: Class 10 contains 51953 members 
Mstep: Class 11 contains 44926 members 
Mstep: Class 12 contains 34238 members 
Mstep: Class 13 contains 51868 members 
Mstep: Class 14 contains 49066 members 
Mstep: Class 15 contains 47514 members 
Mstep: Class 16 contains 36067 members 
Mstep: Class 17 contains 20894 members 
Mstep: Class 18 contains 3958 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7608 members 
Mstep: Class 22 contains 13351 members 
Mstep: Class 23 contains 46386 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 45146 members 
Mstep: Class 26 contains 9324 members 
Mstep: Class 27 contains 46598 members 
Mstep: Class 28 contains 43296 members 
Mstep: Class 29 contains 42639 members 
Mstep: Class 30 contains 4948 members 
Mstep: Class 31 contains 44197 members 
Mstep: Class 32 contains 45574 members 
Mstep: Class 33 contains 45929 members 
Mstep: Class 34 contains 45948 members 
Mstep: Class 35 contains 44865 members 
Mstep: Class 36 contains 7158 members 
Mstep: Class 37 contains 38973 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 48390 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411392.000000 Penalty: 141646.312500
Iteration 112Q: 42 clusters Score -1.964114e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15546 members 
Mstep: Class 3 contains 16519 members 
Mstep: Class 4 contains 49144 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 16474 members 
Mstep: Class 7 contains 7736 members 
Mstep: Class 8 contains 40861 members 
Mstep: Class 9 contains 47283 members 
Mstep: Class 10 contains 51927 members 
Mstep: Class 11 contains 45163 members 
Mstep: Class 12 contains 34307 members 
Mstep: Class 13 contains 52030 members 
Mstep: Class 14 contains 48945 members 
Mstep: Class 15 contains 47472 members 
Mstep: Class 16 contains 36072 members 
Mstep: Class 17 contains 20866 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7639 members 
Mstep: Class 22 contains 13357 members 
Mstep: Class 23 contains 46369 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 45129 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 43175 members 
Mstep: Class 29 contains 42595 members 
Mstep: Class 30 contains 4878 members 
Mstep: Class 31 contains 44154 members 
Mstep: Class 32 contains 45717 members 
Mstep: Class 33 contains 45843 members 
Mstep: Class 34 contains 45865 members 
Mstep: Class 35 contains 44849 members 
Mstep: Class 36 contains 7159 members 
Mstep: Class 37 contains 38947 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 48460 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411856.000000 Penalty: 141646.312500
Iteration 113Q: 42 clusters Score -1.964119e+08 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 16518 members 
Mstep: Class 4 contains 49175 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 16466 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 40916 members 
Mstep: Class 9 contains 47304 members 
Mstep: Class 10 contains 51890 members 
Mstep: Class 11 contains 45425 members 
Mstep: Class 12 contains 34383 members 
Mstep: Class 13 contains 52174 members 
Mstep: Class 14 contains 48822 members 
Mstep: Class 15 contains 47451 members 
Mstep: Class 16 contains 36072 members 
Mstep: Class 17 contains 20824 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7662 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 46323 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 45068 members 
Mstep: Class 26 contains 9322 members 
Mstep: Class 27 contains 46621 members 
Mstep: Class 28 contains 43051 members 
Mstep: Class 29 contains 42558 members 
Mstep: Class 30 contains 4810 members 
Mstep: Class 31 contains 44120 members 
Mstep: Class 32 contains 45857 members 
Mstep: Class 33 contains 45740 members 
Mstep: Class 34 contains 45807 members 
Mstep: Class 35 contains 44824 members 
Mstep: Class 36 contains 7154 members 
Mstep: Class 37 contains 38933 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 48532 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412144.000000 Penalty: 141646.312500
Iteration 114Q: 42 clusters Score -1.964121e+08 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 16514 members 
Mstep: Class 4 contains 49205 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 16451 members 
Mstep: Class 7 contains 7678 members 
Mstep: Class 8 contains 40957 members 
Mstep: Class 9 contains 47317 members 
Mstep: Class 10 contains 51866 members 
Mstep: Class 11 contains 45705 members 
Mstep: Class 12 contains 34456 members 
Mstep: Class 13 contains 52312 members 
Mstep: Class 14 contains 48729 members 
Mstep: Class 15 contains 47395 members 
Mstep: Class 16 contains 36074 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 3957 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7682 members 
Mstep: Class 22 contains 13374 members 
Mstep: Class 23 contains 46303 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 45013 members 
Mstep: Class 26 contains 9322 members 
Mstep: Class 27 contains 46621 members 
Mstep: Class 28 contains 42919 members 
Mstep: Class 29 contains 42524 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 44072 members 
Mstep: Class 32 contains 46021 members 
Mstep: Class 33 contains 45583 members 
Mstep: Class 34 contains 45787 members 
Mstep: Class 35 contains 44799 members 
Mstep: Class 36 contains 7166 members 
Mstep: Class 37 contains 38925 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 48571 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412976.000000 Penalty: 141646.312500
Iteration 115Q: 42 clusters Score -1.96413e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 16503 members 
Mstep: Class 4 contains 49230 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16434 members 
Mstep: Class 7 contains 7663 members 
Mstep: Class 8 contains 41003 members 
Mstep: Class 9 contains 47318 members 
Mstep: Class 10 contains 51806 members 
Mstep: Class 11 contains 45964 members 
Mstep: Class 12 contains 34540 members 
Mstep: Class 13 contains 52466 members 
Mstep: Class 14 contains 48666 members 
Mstep: Class 15 contains 47353 members 
Mstep: Class 16 contains 36082 members 
Mstep: Class 17 contains 20754 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7705 members 
Mstep: Class 22 contains 13388 members 
Mstep: Class 23 contains 46327 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44965 members 
Mstep: Class 26 contains 9313 members 
Mstep: Class 27 contains 46622 members 
Mstep: Class 28 contains 42787 members 
Mstep: Class 29 contains 42487 members 
Mstep: Class 30 contains 4660 members 
Mstep: Class 31 contains 44011 members 
Mstep: Class 32 contains 46205 members 
Mstep: Class 33 contains 45429 members 
Mstep: Class 34 contains 45756 members 
Mstep: Class 35 contains 44766 members 
Mstep: Class 36 contains 7168 members 
Mstep: Class 37 contains 38921 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 48578 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413696.000000 Penalty: 141646.312500
Iteration 116Q: 42 clusters Score -1.964137e+08 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15540 members 
Mstep: Class 3 contains 16498 members 
Mstep: Class 4 contains 49296 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16422 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 41043 members 
Mstep: Class 9 contains 47333 members 
Mstep: Class 10 contains 51756 members 
Mstep: Class 11 contains 46228 members 
Mstep: Class 12 contains 34610 members 
Mstep: Class 13 contains 52676 members 
Mstep: Class 14 contains 48558 members 
Mstep: Class 15 contains 47306 members 
Mstep: Class 16 contains 36096 members 
Mstep: Class 17 contains 20725 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7719 members 
Mstep: Class 22 contains 13395 members 
Mstep: Class 23 contains 46322 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44908 members 
Mstep: Class 26 contains 9318 members 
Mstep: Class 27 contains 46622 members 
Mstep: Class 28 contains 42676 members 
Mstep: Class 29 contains 42429 members 
Mstep: Class 30 contains 4592 members 
Mstep: Class 31 contains 43971 members 
Mstep: Class 32 contains 46399 members 
Mstep: Class 33 contains 45250 members 
Mstep: Class 34 contains 45706 members 
Mstep: Class 35 contains 44721 members 
Mstep: Class 36 contains 7168 members 
Mstep: Class 37 contains 38907 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 48576 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413728.000000 Penalty: 141646.312500
Iteration 117Q: 42 clusters Score -1.964137e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 49360 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 7641 members 
Mstep: Class 8 contains 41065 members 
Mstep: Class 9 contains 47360 members 
Mstep: Class 10 contains 51710 members 
Mstep: Class 11 contains 46470 members 
Mstep: Class 12 contains 34648 members 
Mstep: Class 13 contains 52900 members 
Mstep: Class 14 contains 48439 members 
Mstep: Class 15 contains 47273 members 
Mstep: Class 16 contains 36105 members 
Mstep: Class 17 contains 20668 members 
Mstep: Class 18 contains 3961 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7736 members 
Mstep: Class 22 contains 13396 members 
Mstep: Class 23 contains 46334 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44842 members 
Mstep: Class 26 contains 9317 members 
Mstep: Class 27 contains 46630 members 
Mstep: Class 28 contains 42592 members 
Mstep: Class 29 contains 42346 members 
Mstep: Class 30 contains 4524 members 
Mstep: Class 31 contains 43946 members 
Mstep: Class 32 contains 46616 members 
Mstep: Class 33 contains 45056 members 
Mstep: Class 34 contains 45662 members 
Mstep: Class 35 contains 44692 members 
Mstep: Class 36 contains 7191 members 
Mstep: Class 37 contains 38886 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 48568 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414496.000000 Penalty: 141646.312500
Iteration 118Q: 42 clusters Score -1.964145e+08 nChanged 4326
Entering ConstructFrom: 
Score: -196414496.000000 Penalty: 141646.312500
Entering ConstructFrom: 
Trying to split cluster 1 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -111085.320312 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -111085.3 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 461 members 
Entering Unmasked Estep 
Score: -109364.359375 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -109364.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109999.125000 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -109999.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110496.382812 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -110496.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110849.101562 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -110849.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111081.023438 Penalty: 3390.251465
	Iteration 4F: 3 clusters Score -111081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111207.890625 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -111207.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111313.609375 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -111313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111456.414062 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -111456.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111578.718750 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -111578.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111632.429688 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -111632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111674.500000 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -111674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111685.562500 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -111685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111687.117188 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -111687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111689.093750 Penalty: 3390.251465
	Iteration 13F: 3 clusters Score -111689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111702.382812 Penalty: 3390.251465
	Iteration 14Q: 3 clusters Score -111702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111713.992188 Penalty: 3390.251465
	Iteration 15Q: 3 clusters Score -111714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -111725.789062 Penalty: 3390.251465
	Iteration 16Q: 3 clusters Score -111725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -111730.171875 Penalty: 3390.251465
	Iteration 17Q: 3 clusters Score -111730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111733.539062 Penalty: 3390.251465
	Iteration 18Q: 3 clusters Score -111733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111734.890625 Penalty: 3390.251465
	Iteration 19Q: 3 clusters Score -111734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111734.890625 Penalty: 3390.251465
	Iteration 20F: 3 clusters Score -111734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 49445 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 7619 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 47377 members 
Mstep: Class 10 contains 51680 members 
Mstep: Class 11 contains 46723 members 
Mstep: Class 12 contains 34733 members 
Mstep: Class 13 contains 53124 members 
Mstep: Class 14 contains 48291 members 
Mstep: Class 15 contains 47245 members 
Mstep: Class 16 contains 36116 members 
Mstep: Class 17 contains 20623 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 46350 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44781 members 
Mstep: Class 26 contains 9310 members 
Mstep: Class 27 contains 46637 members 
Mstep: Class 28 contains 42507 members 
Mstep: Class 29 contains 42298 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 43912 members 
Mstep: Class 32 contains 46840 members 
Mstep: Class 33 contains 44874 members 
Mstep: Class 34 contains 45576 members 
Mstep: Class 35 contains 44657 members 
Mstep: Class 36 contains 7204 members 
Mstep: Class 37 contains 38863 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 48542 members 
Mstep: Class 41 contains 885 members 
Mstep: Class 42 contains 508 members 
Entering Unmasked Estep 
Score: -196413360.000000 Penalty: 145101.093750
Splitting cluster 1 changes total score from -196414496.000000 to -196413360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Entering Unmasked Estep 
Score: -2755173.250000 Penalty: 2393.395020
	Iteration 0F: 2 clusters Score -2755173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2744030.750000 Penalty: 4786.790039
	Iteration 0F: 3 clusters Score -2744031 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2747697.750000 Penalty: 4786.790039
	Iteration 1F: 3 clusters Score -2747698 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2748102.750000 Penalty: 4786.790039
	Iteration 2F: 3 clusters Score -2748103 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2748456.000000 Penalty: 4786.790039
	Iteration 3F: 3 clusters Score -2748456 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2748776.750000 Penalty: 4786.790039
	Iteration 4Q: 3 clusters Score -2748777 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2749054.750000 Penalty: 4786.790039
	Iteration 5Q: 3 clusters Score -2749055 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2749353.000000 Penalty: 4786.790039
	Iteration 6Q: 3 clusters Score -2749353 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2749648.250000 Penalty: 4786.790039
	Iteration 7Q: 3 clusters Score -2749648 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2749978.750000 Penalty: 4786.790039
	Iteration 8Q: 3 clusters Score -2749979 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2750302.250000 Penalty: 4786.790039
	Iteration 9Q: 3 clusters Score -2750302 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2750616.750000 Penalty: 4786.790039
	Iteration 10Q: 3 clusters Score -2750617 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2750882.000000 Penalty: 4786.790039
	Iteration 11Q: 3 clusters Score -2750882 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2751067.750000 Penalty: 4786.790039
	Iteration 12Q: 3 clusters Score -2751068 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2751182.500000 Penalty: 4786.790039
	Iteration 13Q: 3 clusters Score -2751182 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2751262.750000 Penalty: 4786.790039
	Iteration 14Q: 3 clusters Score -2751263 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2751334.250000 Penalty: 4786.790039
	Iteration 15Q: 3 clusters Score -2751334 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2751386.750000 Penalty: 4786.790039
	Iteration 16Q: 3 clusters Score -2751387 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2751423.750000 Penalty: 4786.790039
	Iteration 17Q: 3 clusters Score -2751424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2751454.000000 Penalty: 4786.790039
	Iteration 18Q: 3 clusters Score -2751454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2751495.750000 Penalty: 4786.790039
	Iteration 19Q: 3 clusters Score -2751496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2751527.250000 Penalty: 4786.790039
	Iteration 20F: 3 clusters Score -2751527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2751549.500000 Penalty: 4786.790039
	Iteration 21Q: 3 clusters Score -2751550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2751579.500000 Penalty: 4786.790039
	Iteration 22Q: 3 clusters Score -2751580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2751595.250000 Penalty: 4786.790039
	Iteration 23Q: 3 clusters Score -2751595 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2751620.750000 Penalty: 4786.790039
	Iteration 24Q: 3 clusters Score -2751621 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2751647.500000 Penalty: 4786.790039
	Iteration 25Q: 3 clusters Score -2751648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2751668.500000 Penalty: 4786.790039
	Iteration 26Q: 3 clusters Score -2751668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2751687.750000 Penalty: 4786.790039
	Iteration 27Q: 3 clusters Score -2751688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2751729.250000 Penalty: 4786.790039
	Iteration 28Q: 3 clusters Score -2751729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2751754.750000 Penalty: 4786.790039
	Iteration 29Q: 3 clusters Score -2751755 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2751782.250000 Penalty: 4786.790039
	Iteration 30Q: 3 clusters Score -2751782 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2751806.500000 Penalty: 4786.790039
	Iteration 31Q: 3 clusters Score -2751806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2751831.750000 Penalty: 4786.790039
	Iteration 32Q: 3 clusters Score -2751832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2751853.000000 Penalty: 4786.790039
	Iteration 33Q: 3 clusters Score -2751853 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2751879.250000 Penalty: 4786.790039
	Iteration 34Q: 3 clusters Score -2751879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2751913.750000 Penalty: 4786.790039
	Iteration 35Q: 3 clusters Score -2751914 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2751958.000000 Penalty: 4786.790039
	Iteration 36Q: 3 clusters Score -2751958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2752012.000000 Penalty: 4786.790039
	Iteration 37Q: 3 clusters Score -2752012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2752051.250000 Penalty: 4786.790039
	Iteration 38Q: 3 clusters Score -2752051 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2752102.250000 Penalty: 4786.790039
	Iteration 39Q: 3 clusters Score -2752102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2752165.500000 Penalty: 4786.790039
	Iteration 40F: 3 clusters Score -2752166 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2752200.750000 Penalty: 4786.790039
	Iteration 41Q: 3 clusters Score -2752201 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2752256.500000 Penalty: 4786.790039
	Iteration 42Q: 3 clusters Score -2752256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2752311.500000 Penalty: 4786.790039
	Iteration 43Q: 3 clusters Score -2752312 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2752372.250000 Penalty: 4786.790039
	Iteration 44Q: 3 clusters Score -2752372 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2752419.250000 Penalty: 4786.790039
	Iteration 45Q: 3 clusters Score -2752419 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2752453.250000 Penalty: 4786.790039
	Iteration 46Q: 3 clusters Score -2752453 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2752506.250000 Penalty: 4786.790039
	Iteration 47Q: 3 clusters Score -2752506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2752546.000000 Penalty: 4786.790039
	Iteration 48Q: 3 clusters Score -2752546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2752593.250000 Penalty: 4786.790039
	Iteration 49Q: 3 clusters Score -2752593 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2752638.000000 Penalty: 4786.790039
	Iteration 50Q: 3 clusters Score -2752638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2752667.750000 Penalty: 4786.790039
	Iteration 51Q: 3 clusters Score -2752668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2752698.000000 Penalty: 4786.790039
	Iteration 52Q: 3 clusters Score -2752698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2752725.750000 Penalty: 4786.790039
	Iteration 53Q: 3 clusters Score -2752726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2752753.500000 Penalty: 4786.790039
	Iteration 54Q: 3 clusters Score -2752754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2752776.000000 Penalty: 4786.790039
	Iteration 55Q: 3 clusters Score -2752776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2752793.750000 Penalty: 4786.790039
	Iteration 56Q: 3 clusters Score -2752794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2752815.000000 Penalty: 4786.790039
	Iteration 57Q: 3 clusters Score -2752815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2752827.750000 Penalty: 4786.790039
	Iteration 58Q: 3 clusters Score -2752828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2752834.000000 Penalty: 4786.790039
	Iteration 59Q: 3 clusters Score -2752834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2752856.750000 Penalty: 4786.790039
	Iteration 60F: 3 clusters Score -2752857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2752863.500000 Penalty: 4786.790039
	Iteration 61Q: 3 clusters Score -2752864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2752868.000000 Penalty: 4786.790039
	Iteration 62Q: 3 clusters Score -2752868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2752880.750000 Penalty: 4786.790039
	Iteration 63Q: 3 clusters Score -2752881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2752886.000000 Penalty: 4786.790039
	Iteration 64Q: 3 clusters Score -2752886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2752889.000000 Penalty: 4786.790039
	Iteration 65Q: 3 clusters Score -2752889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2752908.250000 Penalty: 4786.790039
	Iteration 66Q: 3 clusters Score -2752908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2752921.500000 Penalty: 4786.790039
	Iteration 67Q: 3 clusters Score -2752922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2752928.000000 Penalty: 4786.790039
	Iteration 68Q: 3 clusters Score -2752928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2752937.250000 Penalty: 4786.790039
	Iteration 69Q: 3 clusters Score -2752937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2752945.750000 Penalty: 4786.790039
	Iteration 70Q: 3 clusters Score -2752946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2752950.250000 Penalty: 4786.790039
	Iteration 71Q: 3 clusters Score -2752950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2752953.500000 Penalty: 4786.790039
	Iteration 72Q: 3 clusters Score -2752954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2752965.500000 Penalty: 4786.790039
	Iteration 73Q: 3 clusters Score -2752966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2752963.000000 Penalty: 4786.790039
	Iteration 74Q: 3 clusters Score -2752963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2752969.250000 Penalty: 4786.790039
	Iteration 75Q: 3 clusters Score -2752969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2752969.250000 Penalty: 4786.790039
	Iteration 76Q: 3 clusters Score -2752969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2752976.500000 Penalty: 4786.790039
	Iteration 77Q: 3 clusters Score -2752976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2752975.750000 Penalty: 4786.790039
	Iteration 78Q: 3 clusters Score -2752976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2752978.500000 Penalty: 4786.790039
	Iteration 79Q: 3 clusters Score -2752978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2752987.500000 Penalty: 4786.790039
	Iteration 80F: 3 clusters Score -2752988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2753005.750000 Penalty: 4786.790039
	Iteration 81Q: 3 clusters Score -2753006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2753009.500000 Penalty: 4786.790039
	Iteration 82Q: 3 clusters Score -2753010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2753016.750000 Penalty: 4786.790039
	Iteration 83Q: 3 clusters Score -2753017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2753027.750000 Penalty: 4786.790039
	Iteration 84Q: 3 clusters Score -2753028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2753031.750000 Penalty: 4786.790039
	Iteration 85Q: 3 clusters Score -2753032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2753030.500000 Penalty: 4786.790039
	Iteration 86Q: 3 clusters Score -2753030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2753038.500000 Penalty: 4786.790039
	Iteration 87Q: 3 clusters Score -2753038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2753035.250000 Penalty: 4786.790039
	Iteration 88Q: 3 clusters Score -2753035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2753041.500000 Penalty: 4786.790039
	Iteration 89Q: 3 clusters Score -2753042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2753043.000000 Penalty: 4786.790039
	Iteration 90Q: 3 clusters Score -2753043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2753044.500000 Penalty: 4786.790039
	Iteration 91Q: 3 clusters Score -2753044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2753047.000000 Penalty: 4786.790039
	Iteration 92Q: 3 clusters Score -2753047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2753049.000000 Penalty: 4786.790039
	Iteration 93Q: 3 clusters Score -2753049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2753051.000000 Penalty: 4786.790039
	Iteration 94Q: 3 clusters Score -2753051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2753054.500000 Penalty: 4786.790039
	Iteration 95Q: 3 clusters Score -2753054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2753058.250000 Penalty: 4786.790039
	Iteration 96Q: 3 clusters Score -2753058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2753056.000000 Penalty: 4786.790039
	Iteration 97Q: 3 clusters Score -2753056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2753056.000000 Penalty: 4786.790039
	Iteration 98F: 3 clusters Score -2753056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Entering Unmasked Estep 
Score: -2895661.500000 Penalty: 2407.830078
	Iteration 0F: 2 clusters Score -2895662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2883869.500000 Penalty: 4815.660156
	Iteration 0F: 3 clusters Score -2883870 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2887998.500000 Penalty: 4815.660156
	Iteration 1F: 3 clusters Score -2887998 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2888525.500000 Penalty: 4815.660156
	Iteration 2F: 3 clusters Score -2888526 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2889060.750000 Penalty: 4815.660156
	Iteration 3F: 3 clusters Score -2889061 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2889533.500000 Penalty: 4815.660156
	Iteration 4F: 3 clusters Score -2889534 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2890091.000000 Penalty: 4815.660156
	Iteration 5F: 3 clusters Score -2890091 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2890724.750000 Penalty: 4815.660156
	Iteration 6F: 3 clusters Score -2890725 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2891313.250000 Penalty: 4815.660156
	Iteration 7F: 3 clusters Score -2891313 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2891748.500000 Penalty: 4815.660156
	Iteration 8Q: 3 clusters Score -2891748 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2892066.750000 Penalty: 4815.660156
	Iteration 9Q: 3 clusters Score -2892067 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2892270.750000 Penalty: 4815.660156
	Iteration 10Q: 3 clusters Score -2892271 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2892421.000000 Penalty: 4815.660156
	Iteration 11Q: 3 clusters Score -2892421 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2892538.250000 Penalty: 4815.660156
	Iteration 12Q: 3 clusters Score -2892538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2892607.250000 Penalty: 4815.660156
	Iteration 13Q: 3 clusters Score -2892607 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2892663.500000 Penalty: 4815.660156
	Iteration 14Q: 3 clusters Score -2892664 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2892748.000000 Penalty: 4815.660156
	Iteration 15Q: 3 clusters Score -2892748 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2892829.250000 Penalty: 4815.660156
	Iteration 16Q: 3 clusters Score -2892829 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2892893.750000 Penalty: 4815.660156
	Iteration 17Q: 3 clusters Score -2892894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2892956.500000 Penalty: 4815.660156
	Iteration 18Q: 3 clusters Score -2892956 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2893002.000000 Penalty: 4815.660156
	Iteration 19Q: 3 clusters Score -2893002 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2893049.750000 Penalty: 4815.660156
	Iteration 20F: 3 clusters Score -2893050 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2893098.000000 Penalty: 4815.660156
	Iteration 21Q: 3 clusters Score -2893098 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2893146.750000 Penalty: 4815.660156
	Iteration 22Q: 3 clusters Score -2893147 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2893170.750000 Penalty: 4815.660156
	Iteration 23Q: 3 clusters Score -2893171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2893222.750000 Penalty: 4815.660156
	Iteration 24Q: 3 clusters Score -2893223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2893256.000000 Penalty: 4815.660156
	Iteration 25Q: 3 clusters Score -2893256 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2893301.250000 Penalty: 4815.660156
	Iteration 26Q: 3 clusters Score -2893301 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2893349.750000 Penalty: 4815.660156
	Iteration 27Q: 3 clusters Score -2893350 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2893383.750000 Penalty: 4815.660156
	Iteration 28Q: 3 clusters Score -2893384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2893426.750000 Penalty: 4815.660156
	Iteration 29Q: 3 clusters Score -2893427 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2893475.250000 Penalty: 4815.660156
	Iteration 30Q: 3 clusters Score -2893475 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2893509.250000 Penalty: 4815.660156
	Iteration 31Q: 3 clusters Score -2893509 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2893548.750000 Penalty: 4815.660156
	Iteration 32Q: 3 clusters Score -2893549 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2893585.250000 Penalty: 4815.660156
	Iteration 33Q: 3 clusters Score -2893585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2893620.000000 Penalty: 4815.660156
	Iteration 34Q: 3 clusters Score -2893620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2893636.750000 Penalty: 4815.660156
	Iteration 35Q: 3 clusters Score -2893637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2893655.750000 Penalty: 4815.660156
	Iteration 36Q: 3 clusters Score -2893656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2893662.250000 Penalty: 4815.660156
	Iteration 37Q: 3 clusters Score -2893662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2893682.500000 Penalty: 4815.660156
	Iteration 38Q: 3 clusters Score -2893682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2893700.500000 Penalty: 4815.660156
	Iteration 39Q: 3 clusters Score -2893700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2893718.500000 Penalty: 4815.660156
	Iteration 40F: 3 clusters Score -2893718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2893743.750000 Penalty: 4815.660156
	Iteration 41Q: 3 clusters Score -2893744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2893786.500000 Penalty: 4815.660156
	Iteration 42Q: 3 clusters Score -2893786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2893835.250000 Penalty: 4815.660156
	Iteration 43Q: 3 clusters Score -2893835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2893888.250000 Penalty: 4815.660156
	Iteration 44Q: 3 clusters Score -2893888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2893923.250000 Penalty: 4815.660156
	Iteration 45Q: 3 clusters Score -2893923 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2893990.750000 Penalty: 4815.660156
	Iteration 46Q: 3 clusters Score -2893991 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2894069.500000 Penalty: 4815.660156
	Iteration 47Q: 3 clusters Score -2894070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2894140.500000 Penalty: 4815.660156
	Iteration 48Q: 3 clusters Score -2894140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2894192.750000 Penalty: 4815.660156
	Iteration 49Q: 3 clusters Score -2894193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2894248.750000 Penalty: 4815.660156
	Iteration 50Q: 3 clusters Score -2894249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2894278.250000 Penalty: 4815.660156
	Iteration 51Q: 3 clusters Score -2894278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2894286.500000 Penalty: 4815.660156
	Iteration 52Q: 3 clusters Score -2894286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2894295.500000 Penalty: 4815.660156
	Iteration 53Q: 3 clusters Score -2894296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2894305.750000 Penalty: 4815.660156
	Iteration 54Q: 3 clusters Score -2894306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2894318.750000 Penalty: 4815.660156
	Iteration 55Q: 3 clusters Score -2894319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2894311.000000 Penalty: 4815.660156
	Iteration 56Q: 3 clusters Score -2894311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2894314.250000 Penalty: 4815.660156
	Iteration 57Q: 3 clusters Score -2894314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2894315.250000 Penalty: 4815.660156
	Iteration 58Q: 3 clusters Score -2894315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2894320.000000 Penalty: 4815.660156
	Iteration 59Q: 3 clusters Score -2894320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2894319.500000 Penalty: 4815.660156
	Iteration 60F: 3 clusters Score -2894320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2894324.000000 Penalty: 4815.660156
	Iteration 61Q: 3 clusters Score -2894324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2894324.250000 Penalty: 4815.660156
	Iteration 62Q: 3 clusters Score -2894324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2894324.250000 Penalty: 4815.660156
	Iteration 63Q: 3 clusters Score -2894324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2894324.250000 Penalty: 4815.660156
	Iteration 64Q: 3 clusters Score -2894324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2894326.000000 Penalty: 4815.660156
	Iteration 65Q: 3 clusters Score -2894326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2894326.000000 Penalty: 4815.660156
	Iteration 66F: 3 clusters Score -2894326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Entering Unmasked Estep 
Score: -8922979.000000 Penalty: 2680.536865
	Iteration 0F: 2 clusters Score -8922979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -8892822.000000 Penalty: 5361.073730
	Iteration 0F: 3 clusters Score -8892822 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -8905416.000000 Penalty: 5361.073730
	Iteration 1F: 3 clusters Score -8905416 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8905820.000000 Penalty: 5361.073730
	Iteration 2Q: 3 clusters Score -8905820 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -8906159.000000 Penalty: 5361.073730
	Iteration 3Q: 3 clusters Score -8906159 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -8906412.000000 Penalty: 5361.073730
	Iteration 4Q: 3 clusters Score -8906412 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -8906622.000000 Penalty: 5361.073730
	Iteration 5Q: 3 clusters Score -8906622 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8906783.000000 Penalty: 5361.073730
	Iteration 6Q: 3 clusters Score -8906783 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -8906953.000000 Penalty: 5361.073730
	Iteration 7Q: 3 clusters Score -8906953 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -8907129.000000 Penalty: 5361.073730
	Iteration 8Q: 3 clusters Score -8907129 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -8907316.000000 Penalty: 5361.073730
	Iteration 9Q: 3 clusters Score -8907316 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8907423.000000 Penalty: 5361.073730
	Iteration 10Q: 3 clusters Score -8907423 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -8907618.000000 Penalty: 5361.073730
	Iteration 11Q: 3 clusters Score -8907618 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -8907860.000000 Penalty: 5361.073730
	Iteration 12Q: 3 clusters Score -8907860 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -8908252.000000 Penalty: 5361.073730
	Iteration 13Q: 3 clusters Score -8908252 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -8908710.000000 Penalty: 5361.073730
	Iteration 14Q: 3 clusters Score -8908710 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -8909509.000000 Penalty: 5361.073730
	Iteration 15Q: 3 clusters Score -8909509 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -8910812.000000 Penalty: 5361.073730
	Iteration 16Q: 3 clusters Score -8910812 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -8912800.000000 Penalty: 5361.073730
	Iteration 17F: 3 clusters Score -8912800 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -8915245.000000 Penalty: 5361.073730
	Iteration 18F: 3 clusters Score -8915245 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -8917738.000000 Penalty: 5361.073730
	Iteration 19F: 3 clusters Score -8917738 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8919375.000000 Penalty: 5361.073730
	Iteration 20F: 3 clusters Score -8919375 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8920157.000000 Penalty: 5361.073730
	Iteration 21Q: 3 clusters Score -8920157 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8920455.000000 Penalty: 5361.073730
	Iteration 22Q: 3 clusters Score -8920455 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8920512.000000 Penalty: 5361.073730
	Iteration 23Q: 3 clusters Score -8920512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8920576.000000 Penalty: 5361.073730
	Iteration 24Q: 3 clusters Score -8920576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8920628.000000 Penalty: 5361.073730
	Iteration 25Q: 3 clusters Score -8920628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8920664.000000 Penalty: 5361.073730
	Iteration 26Q: 3 clusters Score -8920664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8920694.000000 Penalty: 5361.073730
	Iteration 27Q: 3 clusters Score -8920694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8920704.000000 Penalty: 5361.073730
	Iteration 28Q: 3 clusters Score -8920704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8920716.000000 Penalty: 5361.073730
	Iteration 29Q: 3 clusters Score -8920716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8920722.000000 Penalty: 5361.073730
	Iteration 30Q: 3 clusters Score -8920722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8920730.000000 Penalty: 5361.073730
	Iteration 31Q: 3 clusters Score -8920730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8920740.000000 Penalty: 5361.073730
	Iteration 32Q: 3 clusters Score -8920740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8920742.000000 Penalty: 5361.073730
	Iteration 33Q: 3 clusters Score -8920742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8920758.000000 Penalty: 5361.073730
	Iteration 34Q: 3 clusters Score -8920758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8920762.000000 Penalty: 5361.073730
	Iteration 35Q: 3 clusters Score -8920762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8920760.000000 Penalty: 5361.073730
	Iteration 36Q: 3 clusters Score -8920760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8920761.000000 Penalty: 5361.073730
	Iteration 37Q: 3 clusters Score -8920761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8920765.000000 Penalty: 5361.073730
	Iteration 38Q: 3 clusters Score -8920765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8920766.000000 Penalty: 5361.073730
	Iteration 39Q: 3 clusters Score -8920766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8920775.000000 Penalty: 5361.073730
	Iteration 40F: 3 clusters Score -8920775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8920772.000000 Penalty: 5361.073730
	Iteration 41Q: 3 clusters Score -8920772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8920772.000000 Penalty: 5361.073730
	Iteration 42F: 3 clusters Score -8920772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -403587.187500 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -403587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -400757.312500 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -400757.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -401854.031250 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -401854 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -402617.906250 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -402617.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -403100.406250 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -403100.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -403387.812500 Penalty: 3877.542236
	Iteration 4F: 3 clusters Score -403387.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -403535.843750 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -403535.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -403619.031250 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -403619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -403676.500000 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -403676.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -403708.406250 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -403708.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -403741.625000 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -403741.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403798.187500 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -403798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -403834.468750 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -403834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -403862.468750 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -403862.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -403886.781250 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -403886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -403898.281250 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -403898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403905.218750 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -403905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -403907.687500 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -403907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403913.281250 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -403913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403916.031250 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -403916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403922.156250 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -403922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403926.406250 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -403926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403929.250000 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -403929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403931.343750 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -403931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403932.968750 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -403933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403936.468750 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -403936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403938.218750 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -403938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403938.218750 Penalty: 3877.542236
	Iteration 26F: 3 clusters Score -403938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 49445 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 7619 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 47377 members 
Mstep: Class 10 contains 51680 members 
Mstep: Class 11 contains 46723 members 
Mstep: Class 12 contains 34733 members 
Mstep: Class 13 contains 53124 members 
Mstep: Class 14 contains 48291 members 
Mstep: Class 15 contains 47245 members 
Mstep: Class 16 contains 36116 members 
Mstep: Class 17 contains 20623 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 46350 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44781 members 
Mstep: Class 26 contains 9310 members 
Mstep: Class 27 contains 46637 members 
Mstep: Class 28 contains 42507 members 
Mstep: Class 29 contains 42298 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 43912 members 
Mstep: Class 32 contains 46840 members 
Mstep: Class 33 contains 44874 members 
Mstep: Class 34 contains 45576 members 
Mstep: Class 35 contains 44657 members 
Mstep: Class 36 contains 7204 members 
Mstep: Class 37 contains 38863 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 48542 members 
Mstep: Class 41 contains 885 members 
Mstep: Class 42 contains 1954 members 
Entering Unmasked Estep 
Score: -196413184.000000 Penalty: 145101.093750
Splitting cluster 5 changes total score from -196414496.000000 to -196413184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Entering Unmasked Estep 
Score: -2887412.500000 Penalty: 2406.788574
	Iteration 0F: 2 clusters Score -2887412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2875704.000000 Penalty: 4813.577148
	Iteration 0F: 3 clusters Score -2875704 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2879550.250000 Penalty: 4813.577148
	Iteration 1F: 3 clusters Score -2879550 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2879957.250000 Penalty: 4813.577148
	Iteration 2F: 3 clusters Score -2879957 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2880333.500000 Penalty: 4813.577148
	Iteration 3F: 3 clusters Score -2880334 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2880677.000000 Penalty: 4813.577148
	Iteration 4Q: 3 clusters Score -2880677 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2881035.250000 Penalty: 4813.577148
	Iteration 5Q: 3 clusters Score -2881035 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2881418.500000 Penalty: 4813.577148
	Iteration 6Q: 3 clusters Score -2881418 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2881821.500000 Penalty: 4813.577148
	Iteration 7Q: 3 clusters Score -2881822 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2882233.000000 Penalty: 4813.577148
	Iteration 8Q: 3 clusters Score -2882233 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2882696.250000 Penalty: 4813.577148
	Iteration 9Q: 3 clusters Score -2882696 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2883171.750000 Penalty: 4813.577148
	Iteration 10Q: 3 clusters Score -2883172 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2883601.750000 Penalty: 4813.577148
	Iteration 11Q: 3 clusters Score -2883602 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2884004.250000 Penalty: 4813.577148
	Iteration 12Q: 3 clusters Score -2884004 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2884333.000000 Penalty: 4813.577148
	Iteration 13Q: 3 clusters Score -2884333 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2884584.750000 Penalty: 4813.577148
	Iteration 14Q: 3 clusters Score -2884585 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2884796.750000 Penalty: 4813.577148
	Iteration 15Q: 3 clusters Score -2884797 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2884961.000000 Penalty: 4813.577148
	Iteration 16Q: 3 clusters Score -2884961 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2885076.250000 Penalty: 4813.577148
	Iteration 17Q: 3 clusters Score -2885076 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2885171.500000 Penalty: 4813.577148
	Iteration 18Q: 3 clusters Score -2885172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2885238.000000 Penalty: 4813.577148
	Iteration 19Q: 3 clusters Score -2885238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2885286.000000 Penalty: 4813.577148
	Iteration 20F: 3 clusters Score -2885286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2885317.000000 Penalty: 4813.577148
	Iteration 21Q: 3 clusters Score -2885317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2885343.250000 Penalty: 4813.577148
	Iteration 22Q: 3 clusters Score -2885343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2885363.250000 Penalty: 4813.577148
	Iteration 23Q: 3 clusters Score -2885363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2885382.250000 Penalty: 4813.577148
	Iteration 24Q: 3 clusters Score -2885382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2885388.750000 Penalty: 4813.577148
	Iteration 25Q: 3 clusters Score -2885389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2885396.250000 Penalty: 4813.577148
	Iteration 26Q: 3 clusters Score -2885396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2885394.750000 Penalty: 4813.577148
	Iteration 27Q: 3 clusters Score -2885395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2885394.750000 Penalty: 4813.577148
	Iteration 28F: 3 clusters Score -2885395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Entering Unmasked Estep 
Score: -1310884.125000 Penalty: 2216.723145
	Iteration 0F: 2 clusters Score -1310884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1304661.000000 Penalty: 4433.446289
	Iteration 0F: 3 clusters Score -1304661 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1306681.500000 Penalty: 4433.446289
	Iteration 1F: 3 clusters Score -1306682 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1307346.875000 Penalty: 4433.446289
	Iteration 2F: 3 clusters Score -1307347 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1307893.500000 Penalty: 4433.446289
	Iteration 3F: 3 clusters Score -1307894 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1308358.500000 Penalty: 4433.446289
	Iteration 4F: 3 clusters Score -1308358 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1308812.500000 Penalty: 4433.446289
	Iteration 5F: 3 clusters Score -1308812 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1309178.125000 Penalty: 4433.446289
	Iteration 6F: 3 clusters Score -1309178 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1309447.000000 Penalty: 4433.446289
	Iteration 7Q: 3 clusters Score -1309447 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1309628.000000 Penalty: 4433.446289
	Iteration 8Q: 3 clusters Score -1309628 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1309739.875000 Penalty: 4433.446289
	Iteration 9Q: 3 clusters Score -1309740 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1309829.875000 Penalty: 4433.446289
	Iteration 10Q: 3 clusters Score -1309830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1309889.875000 Penalty: 4433.446289
	Iteration 11Q: 3 clusters Score -1309890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1309939.250000 Penalty: 4433.446289
	Iteration 12Q: 3 clusters Score -1309939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1309964.625000 Penalty: 4433.446289
	Iteration 13Q: 3 clusters Score -1309965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1309987.000000 Penalty: 4433.446289
	Iteration 14Q: 3 clusters Score -1309987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1310000.750000 Penalty: 4433.446289
	Iteration 15Q: 3 clusters Score -1310001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1310003.125000 Penalty: 4433.446289
	Iteration 16Q: 3 clusters Score -1310003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1310009.250000 Penalty: 4433.446289
	Iteration 17Q: 3 clusters Score -1310009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1310013.750000 Penalty: 4433.446289
	Iteration 18Q: 3 clusters Score -1310014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1310015.125000 Penalty: 4433.446289
	Iteration 19Q: 3 clusters Score -1310015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1310016.375000 Penalty: 4433.446289
	Iteration 20F: 3 clusters Score -1310016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1310019.125000 Penalty: 4433.446289
	Iteration 21Q: 3 clusters Score -1310019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1310020.500000 Penalty: 4433.446289
	Iteration 22Q: 3 clusters Score -1310020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1310023.375000 Penalty: 4433.446289
	Iteration 23Q: 3 clusters Score -1310023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1310023.875000 Penalty: 4433.446289
	Iteration 24Q: 3 clusters Score -1310024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1310030.875000 Penalty: 4433.446289
	Iteration 25Q: 3 clusters Score -1310031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1310029.625000 Penalty: 4433.446289
	Iteration 26Q: 3 clusters Score -1310030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1310031.500000 Penalty: 4433.446289
	Iteration 27Q: 3 clusters Score -1310032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1310029.625000 Penalty: 4433.446289
	Iteration 28Q: 3 clusters Score -1310030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1310031.250000 Penalty: 4433.446289
	Iteration 29Q: 3 clusters Score -1310031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1310031.250000 Penalty: 4433.446289
	Iteration 30F: 3 clusters Score -1310031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Entering Unmasked Estep 
Score: -7339867.500000 Penalty: 2634.554443
	Iteration 0F: 2 clusters Score -7339868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -7312411.500000 Penalty: 5269.108887
	Iteration 0F: 3 clusters Score -7312412 nChanged 18770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -7322825.500000 Penalty: 5269.108887
	Iteration 1F: 3 clusters Score -7322826 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -7323523.500000 Penalty: 5269.108887
	Iteration 2Q: 3 clusters Score -7323524 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -7324316.000000 Penalty: 5269.108887
	Iteration 3Q: 3 clusters Score -7324316 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -7325475.000000 Penalty: 5269.108887
	Iteration 4F: 3 clusters Score -7325475 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -7327129.000000 Penalty: 5269.108887
	Iteration 5F: 3 clusters Score -7327129 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -7329101.000000 Penalty: 5269.108887
	Iteration 6F: 3 clusters Score -7329101 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -7331202.500000 Penalty: 5269.108887
	Iteration 7F: 3 clusters Score -7331202 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -7333207.000000 Penalty: 5269.108887
	Iteration 8F: 3 clusters Score -7333207 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -7334730.500000 Penalty: 5269.108887
	Iteration 9Q: 3 clusters Score -7334730 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7335816.000000 Penalty: 5269.108887
	Iteration 10Q: 3 clusters Score -7335816 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7336462.500000 Penalty: 5269.108887
	Iteration 11Q: 3 clusters Score -7336462 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7336864.000000 Penalty: 5269.108887
	Iteration 12Q: 3 clusters Score -7336864 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7337091.000000 Penalty: 5269.108887
	Iteration 13Q: 3 clusters Score -7337091 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7337239.000000 Penalty: 5269.108887
	Iteration 14Q: 3 clusters Score -7337239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7337379.000000 Penalty: 5269.108887
	Iteration 15Q: 3 clusters Score -7337379 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7337476.000000 Penalty: 5269.108887
	Iteration 16Q: 3 clusters Score -7337476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7337527.500000 Penalty: 5269.108887
	Iteration 17Q: 3 clusters Score -7337528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7337576.500000 Penalty: 5269.108887
	Iteration 18Q: 3 clusters Score -7337576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7337606.000000 Penalty: 5269.108887
	Iteration 19Q: 3 clusters Score -7337606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7337626.500000 Penalty: 5269.108887
	Iteration 20F: 3 clusters Score -7337626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7337657.500000 Penalty: 5269.108887
	Iteration 21Q: 3 clusters Score -7337658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7337670.500000 Penalty: 5269.108887
	Iteration 22Q: 3 clusters Score -7337670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7337677.500000 Penalty: 5269.108887
	Iteration 23Q: 3 clusters Score -7337678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7337684.000000 Penalty: 5269.108887
	Iteration 24Q: 3 clusters Score -7337684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7337689.000000 Penalty: 5269.108887
	Iteration 25Q: 3 clusters Score -7337689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7337709.000000 Penalty: 5269.108887
	Iteration 26Q: 3 clusters Score -7337709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7337712.000000 Penalty: 5269.108887
	Iteration 27Q: 3 clusters Score -7337712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7337716.000000 Penalty: 5269.108887
	Iteration 28Q: 3 clusters Score -7337716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7337715.500000 Penalty: 5269.108887
	Iteration 29Q: 3 clusters Score -7337716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7337727.500000 Penalty: 5269.108887
	Iteration 30Q: 3 clusters Score -7337728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7337728.500000 Penalty: 5269.108887
	Iteration 31Q: 3 clusters Score -7337728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7337731.000000 Penalty: 5269.108887
	Iteration 32Q: 3 clusters Score -7337731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7337737.000000 Penalty: 5269.108887
	Iteration 33Q: 3 clusters Score -7337737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7337734.500000 Penalty: 5269.108887
	Iteration 34Q: 3 clusters Score -7337734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7337734.500000 Penalty: 5269.108887
	Iteration 35Q: 3 clusters Score -7337734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7337736.000000 Penalty: 5269.108887
	Iteration 36Q: 3 clusters Score -7337736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7337741.500000 Penalty: 5269.108887
	Iteration 37Q: 3 clusters Score -7337742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7337743.000000 Penalty: 5269.108887
	Iteration 38Q: 3 clusters Score -7337743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7337738.500000 Penalty: 5269.108887
	Iteration 39Q: 3 clusters Score -7337738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7337740.500000 Penalty: 5269.108887
	Iteration 40F: 3 clusters Score -7337740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Entering Unmasked Estep 
Score: -8366836.000000 Penalty: 2669.941162
	Iteration 0F: 2 clusters Score -8366836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -8335844.500000 Penalty: 5339.882324
	Iteration 0F: 3 clusters Score -8335844 nChanged 21983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -8347924.000000 Penalty: 5339.882324
	Iteration 1F: 3 clusters Score -8347924 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -8348662.000000 Penalty: 5339.882324
	Iteration 2Q: 3 clusters Score -8348662 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -8349692.500000 Penalty: 5339.882324
	Iteration 3Q: 3 clusters Score -8349692 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -8351188.000000 Penalty: 5339.882324
	Iteration 4F: 3 clusters Score -8351188 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -8353606.500000 Penalty: 5339.882324
	Iteration 5F: 3 clusters Score -8353606 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -8357039.000000 Penalty: 5339.882324
	Iteration 6F: 3 clusters Score -8357039 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8360630.500000 Penalty: 5339.882324
	Iteration 7F: 3 clusters Score -8360630 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8362945.500000 Penalty: 5339.882324
	Iteration 8F: 3 clusters Score -8362946 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -8363949.500000 Penalty: 5339.882324
	Iteration 9Q: 3 clusters Score -8363950 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8364290.000000 Penalty: 5339.882324
	Iteration 10Q: 3 clusters Score -8364290 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8364413.500000 Penalty: 5339.882324
	Iteration 11Q: 3 clusters Score -8364414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -8364460.000000 Penalty: 5339.882324
	Iteration 12Q: 3 clusters Score -8364460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -8364475.500000 Penalty: 5339.882324
	Iteration 13Q: 3 clusters Score -8364476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -8364508.500000 Penalty: 5339.882324
	Iteration 14Q: 3 clusters Score -8364508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8364503.500000 Penalty: 5339.882324
	Iteration 15Q: 3 clusters Score -8364504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8364521.000000 Penalty: 5339.882324
	Iteration 16Q: 3 clusters Score -8364521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -8364526.000000 Penalty: 5339.882324
	Iteration 17Q: 3 clusters Score -8364526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -8364527.000000 Penalty: 5339.882324
	Iteration 18Q: 3 clusters Score -8364527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -8364537.000000 Penalty: 5339.882324
	Iteration 19Q: 3 clusters Score -8364537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -8364539.500000 Penalty: 5339.882324
	Iteration 20F: 3 clusters Score -8364540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -8364537.000000 Penalty: 5339.882324
	Iteration 21Q: 3 clusters Score -8364537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -8364537.000000 Penalty: 5339.882324
	Iteration 22F: 3 clusters Score -8364537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Entering Unmasked Estep 
Score: -9257603.000000 Penalty: 2691.500977
	Iteration 0F: 2 clusters Score -9257603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9226510.000000 Penalty: 5383.001953
	Iteration 0F: 3 clusters Score -9226510 nChanged 23858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -9239859.000000 Penalty: 5383.001953
	Iteration 1F: 3 clusters Score -9239859 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -9240358.000000 Penalty: 5383.001953
	Iteration 2Q: 3 clusters Score -9240358 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -9240871.000000 Penalty: 5383.001953
	Iteration 3Q: 3 clusters Score -9240871 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -9241405.000000 Penalty: 5383.001953
	Iteration 4Q: 3 clusters Score -9241405 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -9242052.000000 Penalty: 5383.001953
	Iteration 5Q: 3 clusters Score -9242052 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -9242806.000000 Penalty: 5383.001953
	Iteration 6Q: 3 clusters Score -9242806 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -9243783.000000 Penalty: 5383.001953
	Iteration 7Q: 3 clusters Score -9243783 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -9245159.000000 Penalty: 5383.001953
	Iteration 8Q: 3 clusters Score -9245159 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -9246889.000000 Penalty: 5383.001953
	Iteration 9F: 3 clusters Score -9246889 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -9248850.000000 Penalty: 5383.001953
	Iteration 10F: 3 clusters Score -9248850 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -9250872.000000 Penalty: 5383.001953
	Iteration 11F: 3 clusters Score -9250872 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -9252673.000000 Penalty: 5383.001953
	Iteration 12Q: 3 clusters Score -9252673 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -9253947.000000 Penalty: 5383.001953
	Iteration 13Q: 3 clusters Score -9253947 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -9254699.000000 Penalty: 5383.001953
	Iteration 14Q: 3 clusters Score -9254699 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -9255205.000000 Penalty: 5383.001953
	Iteration 15Q: 3 clusters Score -9255205 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -9255554.000000 Penalty: 5383.001953
	Iteration 16Q: 3 clusters Score -9255554 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9256118 nChanged 86
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Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9256117 nChanged 78
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Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9256125 nChanged 58
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Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9256134 nChanged 51
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Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9256117 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9256052 nChanged 32
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9256042 nChanged 17
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Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9256031 nChanged 9
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Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 49597 members 
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Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 49612 members 
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Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49617 members 
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	Iteration 68Q: 3 clusters Score -9256013 nChanged 6
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Mstep: Class 1 contains 2057 members 
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Mstep: Class 1 contains 2052 members 
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Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 49632 members 
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Mstep: Class 1 contains 2043 members 
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Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 49662 members 
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Mstep: Class 2 contains 49666 members 
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	Iteration 79Q: 3 clusters Score -9255981 nChanged 2
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Mstep: Class 2 contains 49668 members 
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	Iteration 80F: 3 clusters Score -9255983 nChanged 3
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Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 49671 members 
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Mstep: Class 2 contains 49672 members 
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	Iteration 82Q: 3 clusters Score -9255981 nChanged 4
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Mstep: Class 2 contains 49676 members 
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Mstep: Class 1 contains 1999 members 
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	Iteration 107Q: 3 clusters Score -9255950 nChanged 16
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Score: -9255958.000000 Penalty: 5383.001953
	Iteration 111Q: 3 clusters Score -9255958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -9255951.000000 Penalty: 5383.001953
	Iteration 112Q: 3 clusters Score -9255951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -9255952.000000 Penalty: 5383.001953
	Iteration 113Q: 3 clusters Score -9255952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -9255952.000000 Penalty: 5383.001953
	Iteration 114Q: 3 clusters Score -9255952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -9255954.000000 Penalty: 5383.001953
	Iteration 115Q: 3 clusters Score -9255954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -9255949.000000 Penalty: 5383.001953
	Iteration 116Q: 3 clusters Score -9255949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -9255951.000000 Penalty: 5383.001953
	Iteration 117Q: 3 clusters Score -9255951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -9255946.000000 Penalty: 5383.001953
	Iteration 118Q: 3 clusters Score -9255946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -9255950.000000 Penalty: 5383.001953
	Iteration 119Q: 3 clusters Score -9255950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -9255949.000000 Penalty: 5383.001953
	Iteration 120F: 3 clusters Score -9255949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Entering Unmasked Estep 
Score: -8433702.000000 Penalty: 2666.494141
	Iteration 0F: 2 clusters Score -8433702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8404238.000000 Penalty: 5332.988281
	Iteration 0F: 3 clusters Score -8404238 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -8415845.000000 Penalty: 5332.988281
	Iteration 1F: 3 clusters Score -8415845 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8416259.000000 Penalty: 5332.988281
	Iteration 2Q: 3 clusters Score -8416259 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8416611.000000 Penalty: 5332.988281
	Iteration 3Q: 3 clusters Score -8416611 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -8416982.000000 Penalty: 5332.988281
	Iteration 4Q: 3 clusters Score -8416982 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -8417304.000000 Penalty: 5332.988281
	Iteration 5Q: 3 clusters Score -8417304 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -8417815.000000 Penalty: 5332.988281
	Iteration 6Q: 3 clusters Score -8417815 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8418560.000000 Penalty: 5332.988281
	Iteration 7Q: 3 clusters Score -8418560 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -8419751.000000 Penalty: 5332.988281
	Iteration 8Q: 3 clusters Score -8419751 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -8421654.000000 Penalty: 5332.988281
	Iteration 9F: 3 clusters Score -8421654 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -8424222.000000 Penalty: 5332.988281
	Iteration 10F: 3 clusters Score -8424222 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8427216.000000 Penalty: 5332.988281
	Iteration 11F: 3 clusters Score -8427216 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8429407.000000 Penalty: 5332.988281
	Iteration 12F: 3 clusters Score -8429407 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8430501.000000 Penalty: 5332.988281
	Iteration 13Q: 3 clusters Score -8430501 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8430960.000000 Penalty: 5332.988281
	Iteration 14Q: 3 clusters Score -8430960 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8431144.000000 Penalty: 5332.988281
	Iteration 15Q: 3 clusters Score -8431144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8431281.000000 Penalty: 5332.988281
	Iteration 16Q: 3 clusters Score -8431281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8431376.000000 Penalty: 5332.988281
	Iteration 17Q: 3 clusters Score -8431376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8431432.000000 Penalty: 5332.988281
	Iteration 18Q: 3 clusters Score -8431432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8431469.000000 Penalty: 5332.988281
	Iteration 19Q: 3 clusters Score -8431469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8431486.000000 Penalty: 5332.988281
	Iteration 20F: 3 clusters Score -8431486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8431497.000000 Penalty: 5332.988281
	Iteration 21Q: 3 clusters Score -8431497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8431517.000000 Penalty: 5332.988281
	Iteration 22Q: 3 clusters Score -8431517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8431517.000000 Penalty: 5332.988281
	Iteration 23Q: 3 clusters Score -8431517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8431524.000000 Penalty: 5332.988281
	Iteration 24Q: 3 clusters Score -8431524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8431520.000000 Penalty: 5332.988281
	Iteration 25Q: 3 clusters Score -8431520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8431529.000000 Penalty: 5332.988281
	Iteration 26Q: 3 clusters Score -8431529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8431529.000000 Penalty: 5332.988281
	Iteration 27F: 3 clusters Score -8431529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Entering Unmasked Estep 
Score: -6220421.500000 Penalty: 2592.950439
	Iteration 0F: 2 clusters Score -6220422 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 17271 members 
Entering Unmasked Estep 
Score: -6196862.500000 Penalty: 5185.900879
	Iteration 0F: 3 clusters Score -6196862 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6205320.000000 Penalty: 5185.900879
	Iteration 1F: 3 clusters Score -6205320 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -6205752.500000 Penalty: 5185.900879
	Iteration 2Q: 3 clusters Score -6205752 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -6206179.500000 Penalty: 5185.900879
	Iteration 3Q: 3 clusters Score -6206180 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6206573.500000 Penalty: 5185.900879
	Iteration 4Q: 3 clusters Score -6206574 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -6206982.500000 Penalty: 5185.900879
	Iteration 5Q: 3 clusters Score -6206982 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -6207413.500000 Penalty: 5185.900879
	Iteration 6Q: 3 clusters Score -6207414 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -6208061.500000 Penalty: 5185.900879
	Iteration 7Q: 3 clusters Score -6208062 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -6208863.000000 Penalty: 5185.900879
	Iteration 8Q: 3 clusters Score -6208863 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -6209936.500000 Penalty: 5185.900879
	Iteration 9Q: 3 clusters Score -6209936 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -6211301.000000 Penalty: 5185.900879
	Iteration 10F: 3 clusters Score -6211301 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -6212808.500000 Penalty: 5185.900879
	Iteration 11F: 3 clusters Score -6212808 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -6214209.500000 Penalty: 5185.900879
	Iteration 12F: 3 clusters Score -6214210 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -6215350.500000 Penalty: 5185.900879
	Iteration 13Q: 3 clusters Score -6215350 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6216112.000000 Penalty: 5185.900879
	Iteration 14Q: 3 clusters Score -6216112 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6216685.000000 Penalty: 5185.900879
	Iteration 15Q: 3 clusters Score -6216685 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6217112.500000 Penalty: 5185.900879
	Iteration 16Q: 3 clusters Score -6217112 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6217415.500000 Penalty: 5185.900879
	Iteration 17Q: 3 clusters Score -6217416 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6217639.000000 Penalty: 5185.900879
	Iteration 18Q: 3 clusters Score -6217639 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6217777.500000 Penalty: 5185.900879
	Iteration 19Q: 3 clusters Score -6217778 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6217913.500000 Penalty: 5185.900879
	Iteration 20F: 3 clusters Score -6217914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6218002.500000 Penalty: 5185.900879
	Iteration 21Q: 3 clusters Score -6218002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6218058.500000 Penalty: 5185.900879
	Iteration 22Q: 3 clusters Score -6218058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6218099.500000 Penalty: 5185.900879
	Iteration 23Q: 3 clusters Score -6218100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6218139.000000 Penalty: 5185.900879
	Iteration 24Q: 3 clusters Score -6218139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6218147.000000 Penalty: 5185.900879
	Iteration 25Q: 3 clusters Score -6218147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6218158.500000 Penalty: 5185.900879
	Iteration 26Q: 3 clusters Score -6218158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6218175.000000 Penalty: 5185.900879
	Iteration 27Q: 3 clusters Score -6218175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6218180.500000 Penalty: 5185.900879
	Iteration 28Q: 3 clusters Score -6218180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6218193.000000 Penalty: 5185.900879
	Iteration 29Q: 3 clusters Score -6218193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6218200.500000 Penalty: 5185.900879
	Iteration 30Q: 3 clusters Score -6218200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6218199.000000 Penalty: 5185.900879
	Iteration 31Q: 3 clusters Score -6218199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6218203.500000 Penalty: 5185.900879
	Iteration 32Q: 3 clusters Score -6218204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6218221.000000 Penalty: 5185.900879
	Iteration 33Q: 3 clusters Score -6218221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6218230.500000 Penalty: 5185.900879
	Iteration 34Q: 3 clusters Score -6218230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6218232.500000 Penalty: 5185.900879
	Iteration 35Q: 3 clusters Score -6218232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6218227.500000 Penalty: 5185.900879
	Iteration 36Q: 3 clusters Score -6218228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6218232.500000 Penalty: 5185.900879
	Iteration 37Q: 3 clusters Score -6218232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6218233.000000 Penalty: 5185.900879
	Iteration 38Q: 3 clusters Score -6218233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6218234.500000 Penalty: 5185.900879
	Iteration 39Q: 3 clusters Score -6218234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6218241.000000 Penalty: 5185.900879
	Iteration 40F: 3 clusters Score -6218241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6218237.000000 Penalty: 5185.900879
	Iteration 41Q: 3 clusters Score -6218237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6218237.000000 Penalty: 5185.900879
	Iteration 42Q: 3 clusters Score -6218237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6218237.000000 Penalty: 5185.900879
	Iteration 43F: 3 clusters Score -6218237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Entering Unmasked Estep 
Score: -9561153.000000 Penalty: 2698.335449
	Iteration 0F: 2 clusters Score -9561153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -9530072.000000 Penalty: 5396.670898
	Iteration 0F: 3 clusters Score -9530072 nChanged 24692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -9543759.000000 Penalty: 5396.670898
	Iteration 1F: 3 clusters Score -9543759 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -9544310.000000 Penalty: 5396.670898
	Iteration 2Q: 3 clusters Score -9544310 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -9544913.000000 Penalty: 5396.670898
	Iteration 3Q: 3 clusters Score -9544913 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -9545568.000000 Penalty: 5396.670898
	Iteration 4Q: 3 clusters Score -9545568 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -9546366.000000 Penalty: 5396.670898
	Iteration 5Q: 3 clusters Score -9546366 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -9547316.000000 Penalty: 5396.670898
	Iteration 6Q: 3 clusters Score -9547316 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -9548779.000000 Penalty: 5396.670898
	Iteration 7Q: 3 clusters Score -9548779 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -9550812.000000 Penalty: 5396.670898
	Iteration 8F: 3 clusters Score -9550812 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -9553206.000000 Penalty: 5396.670898
	Iteration 9F: 3 clusters Score -9553206 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -9555354.000000 Penalty: 5396.670898
	Iteration 10F: 3 clusters Score -9555354 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -9557049.000000 Penalty: 5396.670898
	Iteration 11F: 3 clusters Score -9557049 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -9557902.000000 Penalty: 5396.670898
	Iteration 12Q: 3 clusters Score -9557902 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -9558313.000000 Penalty: 5396.670898
	Iteration 13Q: 3 clusters Score -9558313 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -9558586.000000 Penalty: 5396.670898
	Iteration 14Q: 3 clusters Score -9558586 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -9558731.000000 Penalty: 5396.670898
	Iteration 15Q: 3 clusters Score -9558731 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -9558810.000000 Penalty: 5396.670898
	Iteration 16Q: 3 clusters Score -9558810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -9558865.000000 Penalty: 5396.670898
	Iteration 17Q: 3 clusters Score -9558865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -9558893.000000 Penalty: 5396.670898
	Iteration 18Q: 3 clusters Score -9558893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -9558934.000000 Penalty: 5396.670898
	Iteration 19Q: 3 clusters Score -9558934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -9558970.000000 Penalty: 5396.670898
	Iteration 20F: 3 clusters Score -9558970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -9559000.000000 Penalty: 5396.670898
	Iteration 21Q: 3 clusters Score -9559000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -9559020.000000 Penalty: 5396.670898
	Iteration 22Q: 3 clusters Score -9559020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -9559051.000000 Penalty: 5396.670898
	Iteration 23Q: 3 clusters Score -9559051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -9559041.000000 Penalty: 5396.670898
	Iteration 24Q: 3 clusters Score -9559041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -9559046.000000 Penalty: 5396.670898
	Iteration 25Q: 3 clusters Score -9559046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -9559053.000000 Penalty: 5396.670898
	Iteration 26Q: 3 clusters Score -9559053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -9559054.000000 Penalty: 5396.670898
	Iteration 27Q: 3 clusters Score -9559054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -9559056.000000 Penalty: 5396.670898
	Iteration 28Q: 3 clusters Score -9559056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -9559055.000000 Penalty: 5396.670898
	Iteration 29Q: 3 clusters Score -9559055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -9559055.000000 Penalty: 5396.670898
	Iteration 30F: 3 clusters Score -9559055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Entering Unmasked Estep 
Score: -8594884.000000 Penalty: 2674.680176
	Iteration 0F: 2 clusters Score -8594884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -8564069.000000 Penalty: 5349.360352
	Iteration 0F: 3 clusters Score -8564069 nChanged 22241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -8576315.000000 Penalty: 5349.360352
	Iteration 1F: 3 clusters Score -8576315 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -8576917.000000 Penalty: 5349.360352
	Iteration 2Q: 3 clusters Score -8576917 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -8577537.000000 Penalty: 5349.360352
	Iteration 3Q: 3 clusters Score -8577537 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -8578281.000000 Penalty: 5349.360352
	Iteration 4Q: 3 clusters Score -8578281 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -8579188.000000 Penalty: 5349.360352
	Iteration 5Q: 3 clusters Score -8579188 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -8580394.000000 Penalty: 5349.360352
	Iteration 6Q: 3 clusters Score -8580394 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -8581724.000000 Penalty: 5349.360352
	Iteration 7F: 3 clusters Score -8581724 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8583214.000000 Penalty: 5349.360352
	Iteration 8F: 3 clusters Score -8583214 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -8584753.000000 Penalty: 5349.360352
	Iteration 9F: 3 clusters Score -8584753 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -8586437.000000 Penalty: 5349.360352
	Iteration 10F: 3 clusters Score -8586437 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -8587933.000000 Penalty: 5349.360352
	Iteration 11F: 3 clusters Score -8587933 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -8589345.000000 Penalty: 5349.360352
	Iteration 12Q: 3 clusters Score -8589345 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -8590645.000000 Penalty: 5349.360352
	Iteration 13Q: 3 clusters Score -8590645 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -8591540.000000 Penalty: 5349.360352
	Iteration 14Q: 3 clusters Score -8591540 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -8592143.000000 Penalty: 5349.360352
	Iteration 15Q: 3 clusters Score -8592143 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -8592494.000000 Penalty: 5349.360352
	Iteration 16Q: 3 clusters Score -8592494 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -8592753.000000 Penalty: 5349.360352
	Iteration 17Q: 3 clusters Score -8592753 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -8592915.000000 Penalty: 5349.360352
	Iteration 18Q: 3 clusters Score -8592915 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -8593077.000000 Penalty: 5349.360352
	Iteration 19Q: 3 clusters Score -8593077 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -8593230.000000 Penalty: 5349.360352
	Iteration 20F: 3 clusters Score -8593230 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -8593342.000000 Penalty: 5349.360352
	Iteration 21Q: 3 clusters Score -8593342 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -8593445.000000 Penalty: 5349.360352
	Iteration 22Q: 3 clusters Score -8593445 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8593526.000000 Penalty: 5349.360352
	Iteration 23Q: 3 clusters Score -8593526 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8593569.000000 Penalty: 5349.360352
	Iteration 24Q: 3 clusters Score -8593569 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -8593621.000000 Penalty: 5349.360352
	Iteration 25Q: 3 clusters Score -8593621 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8593684.000000 Penalty: 5349.360352
	Iteration 26Q: 3 clusters Score -8593684 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8593708.000000 Penalty: 5349.360352
	Iteration 27Q: 3 clusters Score -8593708 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8593741.000000 Penalty: 5349.360352
	Iteration 28Q: 3 clusters Score -8593741 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -8593775.000000 Penalty: 5349.360352
	Iteration 29Q: 3 clusters Score -8593775 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8593790.000000 Penalty: 5349.360352
	Iteration 30Q: 3 clusters Score -8593790 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8593830.000000 Penalty: 5349.360352
	Iteration 31Q: 3 clusters Score -8593830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8593830.000000 Penalty: 5349.360352
	Iteration 32Q: 3 clusters Score -8593830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -8593822.000000 Penalty: 5349.360352
	Iteration 33Q: 3 clusters Score -8593822 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8593826.000000 Penalty: 5349.360352
	Iteration 34Q: 3 clusters Score -8593826 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8593827.000000 Penalty: 5349.360352
	Iteration 35Q: 3 clusters Score -8593827 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8593834.000000 Penalty: 5349.360352
	Iteration 36Q: 3 clusters Score -8593834 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -8593821.000000 Penalty: 5349.360352
	Iteration 37Q: 3 clusters Score -8593821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -8593836.000000 Penalty: 5349.360352
	Iteration 38Q: 3 clusters Score -8593836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8593829.000000 Penalty: 5349.360352
	Iteration 39Q: 3 clusters Score -8593829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8593811.000000 Penalty: 5349.360352
	Iteration 40F: 3 clusters Score -8593811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -8593819.000000 Penalty: 5349.360352
	Iteration 41Q: 3 clusters Score -8593819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8593817.000000 Penalty: 5349.360352
	Iteration 42Q: 3 clusters Score -8593817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8593838.000000 Penalty: 5349.360352
	Iteration 43Q: 3 clusters Score -8593838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8593837.000000 Penalty: 5349.360352
	Iteration 44Q: 3 clusters Score -8593837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -8593837.000000 Penalty: 5349.360352
	Iteration 45Q: 3 clusters Score -8593837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8593856.000000 Penalty: 5349.360352
	Iteration 46Q: 3 clusters Score -8593856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -8593856.000000 Penalty: 5349.360352
	Iteration 47Q: 3 clusters Score -8593856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8593859.000000 Penalty: 5349.360352
	Iteration 48Q: 3 clusters Score -8593859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -8593849.000000 Penalty: 5349.360352
	Iteration 49Q: 3 clusters Score -8593849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8593838.000000 Penalty: 5349.360352
	Iteration 50Q: 3 clusters Score -8593838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8593854.000000 Penalty: 5349.360352
	Iteration 51Q: 3 clusters Score -8593854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -8593847.000000 Penalty: 5349.360352
	Iteration 52Q: 3 clusters Score -8593847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8593867.000000 Penalty: 5349.360352
	Iteration 53Q: 3 clusters Score -8593867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -8593875.000000 Penalty: 5349.360352
	Iteration 54Q: 3 clusters Score -8593875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8593877.000000 Penalty: 5349.360352
	Iteration 55Q: 3 clusters Score -8593877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -8593871.000000 Penalty: 5349.360352
	Iteration 56Q: 3 clusters Score -8593871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -8593871.000000 Penalty: 5349.360352
	Iteration 57Q: 3 clusters Score -8593871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8593871.000000 Penalty: 5349.360352
	Iteration 58Q: 3 clusters Score -8593871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -8593869.000000 Penalty: 5349.360352
	Iteration 59Q: 3 clusters Score -8593869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -8593884.000000 Penalty: 5349.360352
	Iteration 60F: 3 clusters Score -8593884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8593882.000000 Penalty: 5349.360352
	Iteration 61Q: 3 clusters Score -8593882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8593881.000000 Penalty: 5349.360352
	Iteration 62Q: 3 clusters Score -8593881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -8593881.000000 Penalty: 5349.360352
	Iteration 63Q: 3 clusters Score -8593881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8593876.000000 Penalty: 5349.360352
	Iteration 64Q: 3 clusters Score -8593876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -8593878.000000 Penalty: 5349.360352
	Iteration 65Q: 3 clusters Score -8593878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -8593871.000000 Penalty: 5349.360352
	Iteration 66Q: 3 clusters Score -8593871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -8593875.000000 Penalty: 5349.360352
	Iteration 67Q: 3 clusters Score -8593875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8593867.000000 Penalty: 5349.360352
	Iteration 68Q: 3 clusters Score -8593867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -8593863.000000 Penalty: 5349.360352
	Iteration 69Q: 3 clusters Score -8593863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8593862.000000 Penalty: 5349.360352
	Iteration 70Q: 3 clusters Score -8593862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8593869.000000 Penalty: 5349.360352
	Iteration 71Q: 3 clusters Score -8593869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8593868.000000 Penalty: 5349.360352
	Iteration 72Q: 3 clusters Score -8593868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8593868.000000 Penalty: 5349.360352
	Iteration 73F: 3 clusters Score -8593868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Entering Unmasked Estep 
Score: -8459253.000000 Penalty: 2669.249512
	Iteration 0F: 2 clusters Score -8459253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -8428694.000000 Penalty: 5338.499023
	Iteration 0F: 3 clusters Score -8428694 nChanged 21637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -8440621.000000 Penalty: 5338.499023
	Iteration 1F: 3 clusters Score -8440621 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8441081.000000 Penalty: 5338.499023
	Iteration 2Q: 3 clusters Score -8441081 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -8441500.000000 Penalty: 5338.499023
	Iteration 3Q: 3 clusters Score -8441500 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -8441885.000000 Penalty: 5338.499023
	Iteration 4Q: 3 clusters Score -8441885 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -8442327.000000 Penalty: 5338.499023
	Iteration 5Q: 3 clusters Score -8442327 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -8442827.000000 Penalty: 5338.499023
	Iteration 6Q: 3 clusters Score -8442827 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -8443409.000000 Penalty: 5338.499023
	Iteration 7Q: 3 clusters Score -8443409 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -8444150.000000 Penalty: 5338.499023
	Iteration 8Q: 3 clusters Score -8444150 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -8444959.000000 Penalty: 5338.499023
	Iteration 9Q: 3 clusters Score -8444959 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -8445956.000000 Penalty: 5338.499023
	Iteration 10Q: 3 clusters Score -8445956 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -8447183.000000 Penalty: 5338.499023
	Iteration 11Q: 3 clusters Score -8447183 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -8448466.000000 Penalty: 5338.499023
	Iteration 12Q: 3 clusters Score -8448466 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -8449531.000000 Penalty: 5338.499023
	Iteration 13Q: 3 clusters Score -8449531 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -8450386.000000 Penalty: 5338.499023
	Iteration 14Q: 3 clusters Score -8450386 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -8450901.000000 Penalty: 5338.499023
	Iteration 15Q: 3 clusters Score -8450901 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -8451179.000000 Penalty: 5338.499023
	Iteration 16Q: 3 clusters Score -8451179 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -8451341.000000 Penalty: 5338.499023
	Iteration 17Q: 3 clusters Score -8451341 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -8451426.000000 Penalty: 5338.499023
	Iteration 18Q: 3 clusters Score -8451426 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -8451504.000000 Penalty: 5338.499023
	Iteration 19Q: 3 clusters Score -8451504 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -8451554.000000 Penalty: 5338.499023
	Iteration 20F: 3 clusters Score -8451554 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -8451589.000000 Penalty: 5338.499023
	Iteration 21Q: 3 clusters Score -8451589 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -8451637.000000 Penalty: 5338.499023
	Iteration 22Q: 3 clusters Score -8451637 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -8451681.000000 Penalty: 5338.499023
	Iteration 23Q: 3 clusters Score -8451681 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -8451767.000000 Penalty: 5338.499023
	Iteration 24Q: 3 clusters Score -8451767 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -8451865.000000 Penalty: 5338.499023
	Iteration 25Q: 3 clusters Score -8451865 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -8451929.000000 Penalty: 5338.499023
	Iteration 26Q: 3 clusters Score -8451929 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -8452027.000000 Penalty: 5338.499023
	Iteration 27Q: 3 clusters Score -8452027 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -8452124.000000 Penalty: 5338.499023
	Iteration 28Q: 3 clusters Score -8452124 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -8452201.000000 Penalty: 5338.499023
	Iteration 29Q: 3 clusters Score -8452201 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -8452317.000000 Penalty: 5338.499023
	Iteration 30Q: 3 clusters Score -8452317 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -8452460.000000 Penalty: 5338.499023
	Iteration 31Q: 3 clusters Score -8452460 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8452590.000000 Penalty: 5338.499023
	Iteration 32Q: 3 clusters Score -8452590 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -8452739.000000 Penalty: 5338.499023
	Iteration 33Q: 3 clusters Score -8452739 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8452914.000000 Penalty: 5338.499023
	Iteration 34Q: 3 clusters Score -8452914 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -8453055.000000 Penalty: 5338.499023
	Iteration 35Q: 3 clusters Score -8453055 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -8453226.000000 Penalty: 5338.499023
	Iteration 36Q: 3 clusters Score -8453226 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -8453433.000000 Penalty: 5338.499023
	Iteration 37Q: 3 clusters Score -8453433 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8453631.000000 Penalty: 5338.499023
	Iteration 38Q: 3 clusters Score -8453631 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -8453854.000000 Penalty: 5338.499023
	Iteration 39Q: 3 clusters Score -8453854 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8454146.000000 Penalty: 5338.499023
	Iteration 40F: 3 clusters Score -8454146 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -8454424.000000 Penalty: 5338.499023
	Iteration 41Q: 3 clusters Score -8454424 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -8454738.000000 Penalty: 5338.499023
	Iteration 42Q: 3 clusters Score -8454738 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -8454965.000000 Penalty: 5338.499023
	Iteration 43Q: 3 clusters Score -8454965 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8455251.000000 Penalty: 5338.499023
	Iteration 44Q: 3 clusters Score -8455251 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -8455467.000000 Penalty: 5338.499023
	Iteration 45Q: 3 clusters Score -8455467 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -8455684.000000 Penalty: 5338.499023
	Iteration 46Q: 3 clusters Score -8455684 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8455867.000000 Penalty: 5338.499023
	Iteration 47Q: 3 clusters Score -8455867 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8456073.000000 Penalty: 5338.499023
	Iteration 48Q: 3 clusters Score -8456073 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8456188.000000 Penalty: 5338.499023
	Iteration 49Q: 3 clusters Score -8456188 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8456281.000000 Penalty: 5338.499023
	Iteration 50Q: 3 clusters Score -8456281 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8456385.000000 Penalty: 5338.499023
	Iteration 51Q: 3 clusters Score -8456385 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8456474.000000 Penalty: 5338.499023
	Iteration 52Q: 3 clusters Score -8456474 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8456570.000000 Penalty: 5338.499023
	Iteration 53Q: 3 clusters Score -8456570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -8456616.000000 Penalty: 5338.499023
	Iteration 54Q: 3 clusters Score -8456616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8456685.000000 Penalty: 5338.499023
	Iteration 55Q: 3 clusters Score -8456685 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -8456753.000000 Penalty: 5338.499023
	Iteration 56Q: 3 clusters Score -8456753 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8456801.000000 Penalty: 5338.499023
	Iteration 57Q: 3 clusters Score -8456801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8456822.000000 Penalty: 5338.499023
	Iteration 58Q: 3 clusters Score -8456822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8456843.000000 Penalty: 5338.499023
	Iteration 59Q: 3 clusters Score -8456843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8456870.000000 Penalty: 5338.499023
	Iteration 60F: 3 clusters Score -8456870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -8456892.000000 Penalty: 5338.499023
	Iteration 61Q: 3 clusters Score -8456892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8456917.000000 Penalty: 5338.499023
	Iteration 62Q: 3 clusters Score -8456917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -8456931.000000 Penalty: 5338.499023
	Iteration 63Q: 3 clusters Score -8456931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8456937.000000 Penalty: 5338.499023
	Iteration 64Q: 3 clusters Score -8456937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -8456954.000000 Penalty: 5338.499023
	Iteration 65Q: 3 clusters Score -8456954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8456959.000000 Penalty: 5338.499023
	Iteration 66Q: 3 clusters Score -8456959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8456959.000000 Penalty: 5338.499023
	Iteration 67Q: 3 clusters Score -8456959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -8456974.000000 Penalty: 5338.499023
	Iteration 68Q: 3 clusters Score -8456974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8456978.000000 Penalty: 5338.499023
	Iteration 69Q: 3 clusters Score -8456978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8456987.000000 Penalty: 5338.499023
	Iteration 70Q: 3 clusters Score -8456987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -8456976.000000 Penalty: 5338.499023
	Iteration 71Q: 3 clusters Score -8456976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -8456969.000000 Penalty: 5338.499023
	Iteration 72Q: 3 clusters Score -8456969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -8456973.000000 Penalty: 5338.499023
	Iteration 73Q: 3 clusters Score -8456973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8456978.000000 Penalty: 5338.499023
	Iteration 74Q: 3 clusters Score -8456978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -8456979.000000 Penalty: 5338.499023
	Iteration 75Q: 3 clusters Score -8456979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -8456980.000000 Penalty: 5338.499023
	Iteration 76Q: 3 clusters Score -8456980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -8456980.000000 Penalty: 5338.499023
	Iteration 77F: 3 clusters Score -8456980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Entering Unmasked Estep 
Score: -6412985.000000 Penalty: 2602.633789
	Iteration 0F: 2 clusters Score -6412985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -6388546.000000 Penalty: 5205.267578
	Iteration 0F: 3 clusters Score -6388546 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -6397633.500000 Penalty: 5205.267578
	Iteration 1F: 3 clusters Score -6397634 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -6398464.500000 Penalty: 5205.267578
	Iteration 2F: 3 clusters Score -6398464 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6399544.500000 Penalty: 5205.267578
	Iteration 3F: 3 clusters Score -6399544 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -6401118.000000 Penalty: 5205.267578
	Iteration 4F: 3 clusters Score -6401118 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -6403231.000000 Penalty: 5205.267578
	Iteration 5F: 3 clusters Score -6403231 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6405591.500000 Penalty: 5205.267578
	Iteration 6F: 3 clusters Score -6405592 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -6407737.500000 Penalty: 5205.267578
	Iteration 7F: 3 clusters Score -6407738 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -6409298.000000 Penalty: 5205.267578
	Iteration 8Q: 3 clusters Score -6409298 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -6410110.000000 Penalty: 5205.267578
	Iteration 9Q: 3 clusters Score -6410110 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6410550.000000 Penalty: 5205.267578
	Iteration 10Q: 3 clusters Score -6410550 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -6410782.500000 Penalty: 5205.267578
	Iteration 11Q: 3 clusters Score -6410782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -6410930.000000 Penalty: 5205.267578
	Iteration 12Q: 3 clusters Score -6410930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -6410985.500000 Penalty: 5205.267578
	Iteration 13Q: 3 clusters Score -6410986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -6411035.500000 Penalty: 5205.267578
	Iteration 14Q: 3 clusters Score -6411036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -6411057.500000 Penalty: 5205.267578
	Iteration 15Q: 3 clusters Score -6411058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -6411082.000000 Penalty: 5205.267578
	Iteration 16Q: 3 clusters Score -6411082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -6411104.000000 Penalty: 5205.267578
	Iteration 17Q: 3 clusters Score -6411104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6411106.000000 Penalty: 5205.267578
	Iteration 18Q: 3 clusters Score -6411106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -6411120.500000 Penalty: 5205.267578
	Iteration 19Q: 3 clusters Score -6411120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -6411126.000000 Penalty: 5205.267578
	Iteration 20F: 3 clusters Score -6411126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -6411138.500000 Penalty: 5205.267578
	Iteration 21Q: 3 clusters Score -6411138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -6411142.500000 Penalty: 5205.267578
	Iteration 22Q: 3 clusters Score -6411142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -6411145.000000 Penalty: 5205.267578
	Iteration 23Q: 3 clusters Score -6411145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -6411146.500000 Penalty: 5205.267578
	Iteration 24Q: 3 clusters Score -6411146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -6411146.000000 Penalty: 5205.267578
	Iteration 25Q: 3 clusters Score -6411146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -6411146.500000 Penalty: 5205.267578
	Iteration 26Q: 3 clusters Score -6411146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6411145.500000 Penalty: 5205.267578
	Iteration 27Q: 3 clusters Score -6411146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -6411146.500000 Penalty: 5205.267578
	Iteration 28Q: 3 clusters Score -6411146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -6411141.500000 Penalty: 5205.267578
	Iteration 29Q: 3 clusters Score -6411142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -6411148.500000 Penalty: 5205.267578
	Iteration 30Q: 3 clusters Score -6411148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -6411155.500000 Penalty: 5205.267578
	Iteration 31Q: 3 clusters Score -6411156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -6411153.000000 Penalty: 5205.267578
	Iteration 32Q: 3 clusters Score -6411153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -6411153.000000 Penalty: 5205.267578
	Iteration 33Q: 3 clusters Score -6411153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -6411154.500000 Penalty: 5205.267578
	Iteration 34Q: 3 clusters Score -6411154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -6411166.000000 Penalty: 5205.267578
	Iteration 35Q: 3 clusters Score -6411166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -6411165.500000 Penalty: 5205.267578
	Iteration 36Q: 3 clusters Score -6411166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -6411167.000000 Penalty: 5205.267578
	Iteration 37Q: 3 clusters Score -6411167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6411163.000000 Penalty: 5205.267578
	Iteration 38Q: 3 clusters Score -6411163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6411163.000000 Penalty: 5205.267578
	Iteration 39F: 3 clusters Score -6411163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Entering Unmasked Estep 
Score: -3580020.500000 Penalty: 2463.672119
	Iteration 0F: 2 clusters Score -3580020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3565515.000000 Penalty: 4927.344238
	Iteration 0F: 3 clusters Score -3565515 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3570457.500000 Penalty: 4927.344238
	Iteration 1F: 3 clusters Score -3570458 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3570983.000000 Penalty: 4927.344238
	Iteration 2F: 3 clusters Score -3570983 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3571522.250000 Penalty: 4927.344238
	Iteration 3F: 3 clusters Score -3571522 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3572203.500000 Penalty: 4927.344238
	Iteration 4F: 3 clusters Score -3572204 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3572991.250000 Penalty: 4927.344238
	Iteration 5F: 3 clusters Score -3572991 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3573943.250000 Penalty: 4927.344238
	Iteration 6F: 3 clusters Score -3573943 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3575064.500000 Penalty: 4927.344238
	Iteration 7F: 3 clusters Score -3575064 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3576196.750000 Penalty: 4927.344238
	Iteration 8F: 3 clusters Score -3576197 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3577082.250000 Penalty: 4927.344238
	Iteration 9Q: 3 clusters Score -3577082 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3577622.000000 Penalty: 4927.344238
	Iteration 10Q: 3 clusters Score -3577622 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3577930.250000 Penalty: 4927.344238
	Iteration 11Q: 3 clusters Score -3577930 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3578087.500000 Penalty: 4927.344238
	Iteration 12Q: 3 clusters Score -3578088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3578160.750000 Penalty: 4927.344238
	Iteration 13Q: 3 clusters Score -3578161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3578226.250000 Penalty: 4927.344238
	Iteration 14Q: 3 clusters Score -3578226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3578271.500000 Penalty: 4927.344238
	Iteration 15Q: 3 clusters Score -3578272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3578289.500000 Penalty: 4927.344238
	Iteration 16Q: 3 clusters Score -3578290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3578311.500000 Penalty: 4927.344238
	Iteration 17Q: 3 clusters Score -3578312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3578328.500000 Penalty: 4927.344238
	Iteration 18Q: 3 clusters Score -3578328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3578336.750000 Penalty: 4927.344238
	Iteration 19Q: 3 clusters Score -3578337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3578342.750000 Penalty: 4927.344238
	Iteration 20F: 3 clusters Score -3578343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3578351.250000 Penalty: 4927.344238
	Iteration 21Q: 3 clusters Score -3578351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3578352.250000 Penalty: 4927.344238
	Iteration 22Q: 3 clusters Score -3578352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3578354.750000 Penalty: 4927.344238
	Iteration 23Q: 3 clusters Score -3578355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3578359.500000 Penalty: 4927.344238
	Iteration 24Q: 3 clusters Score -3578360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3578362.000000 Penalty: 4927.344238
	Iteration 25Q: 3 clusters Score -3578362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3578365.000000 Penalty: 4927.344238
	Iteration 26Q: 3 clusters Score -3578365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3578368.500000 Penalty: 4927.344238
	Iteration 27Q: 3 clusters Score -3578368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3578369.250000 Penalty: 4927.344238
	Iteration 28Q: 3 clusters Score -3578369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3578373.500000 Penalty: 4927.344238
	Iteration 29Q: 3 clusters Score -3578374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3578374.000000 Penalty: 4927.344238
	Iteration 30Q: 3 clusters Score -3578374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3578374.250000 Penalty: 4927.344238
	Iteration 31Q: 3 clusters Score -3578374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3578376.500000 Penalty: 4927.344238
	Iteration 32Q: 3 clusters Score -3578376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3578376.250000 Penalty: 4927.344238
	Iteration 33Q: 3 clusters Score -3578376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3578375.250000 Penalty: 4927.344238
	Iteration 34Q: 3 clusters Score -3578375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3578375.250000 Penalty: 4927.344238
	Iteration 35F: 3 clusters Score -3578375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -675419.250000 Penalty: 2054.619629
	Iteration 0F: 2 clusters Score -675419.2 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 2047 members 
Entering Unmasked Estep 
Score: -671564.250000 Penalty: 4109.239258
	Iteration 0F: 3 clusters Score -671564.2 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -672479.062500 Penalty: 4109.239258
	Iteration 1F: 3 clusters Score -672479.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -672696.875000 Penalty: 4109.239258
	Iteration 2F: 3 clusters Score -672696.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -672838.500000 Penalty: 4109.239258
	Iteration 3F: 3 clusters Score -672838.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -672953.312500 Penalty: 4109.239258
	Iteration 4Q: 3 clusters Score -672953.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -673046.375000 Penalty: 4109.239258
	Iteration 5Q: 3 clusters Score -673046.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -673124.187500 Penalty: 4109.239258
	Iteration 6Q: 3 clusters Score -673124.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -673195.312500 Penalty: 4109.239258
	Iteration 7Q: 3 clusters Score -673195.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -673283.500000 Penalty: 4109.239258
	Iteration 8Q: 3 clusters Score -673283.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -673364.000000 Penalty: 4109.239258
	Iteration 9Q: 3 clusters Score -673364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -673426.312500 Penalty: 4109.239258
	Iteration 10Q: 3 clusters Score -673426.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -673504.812500 Penalty: 4109.239258
	Iteration 11Q: 3 clusters Score -673504.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -673593.937500 Penalty: 4109.239258
	Iteration 12Q: 3 clusters Score -673593.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -673696.312500 Penalty: 4109.239258
	Iteration 13Q: 3 clusters Score -673696.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -673794.250000 Penalty: 4109.239258
	Iteration 14Q: 3 clusters Score -673794.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -673881.250000 Penalty: 4109.239258
	Iteration 15Q: 3 clusters Score -673881.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -673961.437500 Penalty: 4109.239258
	Iteration 16Q: 3 clusters Score -673961.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -674041.500000 Penalty: 4109.239258
	Iteration 17Q: 3 clusters Score -674041.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -674086.000000 Penalty: 4109.239258
	Iteration 18Q: 3 clusters Score -674086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -674121.500000 Penalty: 4109.239258
	Iteration 19Q: 3 clusters Score -674121.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -674151.750000 Penalty: 4109.239258
	Iteration 20F: 3 clusters Score -674151.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -674176.250000 Penalty: 4109.239258
	Iteration 21Q: 3 clusters Score -674176.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -674194.000000 Penalty: 4109.239258
	Iteration 22Q: 3 clusters Score -674194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -674206.875000 Penalty: 4109.239258
	Iteration 23Q: 3 clusters Score -674206.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -674217.750000 Penalty: 4109.239258
	Iteration 24Q: 3 clusters Score -674217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -674224.125000 Penalty: 4109.239258
	Iteration 25Q: 3 clusters Score -674224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -674231.000000 Penalty: 4109.239258
	Iteration 26Q: 3 clusters Score -674231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -674234.750000 Penalty: 4109.239258
	Iteration 27Q: 3 clusters Score -674234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -674237.812500 Penalty: 4109.239258
	Iteration 28Q: 3 clusters Score -674237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -674243.500000 Penalty: 4109.239258
	Iteration 29Q: 3 clusters Score -674243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -674249.187500 Penalty: 4109.239258
	Iteration 30Q: 3 clusters Score -674249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -674253.312500 Penalty: 4109.239258
	Iteration 31Q: 3 clusters Score -674253.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -674253.687500 Penalty: 4109.239258
	Iteration 32Q: 3 clusters Score -674253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -674253.250000 Penalty: 4109.239258
	Iteration 33Q: 3 clusters Score -674253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -674255.875000 Penalty: 4109.239258
	Iteration 34Q: 3 clusters Score -674255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -674255.500000 Penalty: 4109.239258
	Iteration 35Q: 3 clusters Score -674255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -674258.062500 Penalty: 4109.239258
	Iteration 36Q: 3 clusters Score -674258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -674258.062500 Penalty: 4109.239258
	Iteration 37F: 3 clusters Score -674258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -94065.015625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -94065.02 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 271 members 
Entering Unmasked Estep 
Score: -92501.156250 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -92501.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92804.250000 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -92804.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92981.078125 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -92981.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93062.656250 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -93062.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93096.601562 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -93096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93112.859375 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -93112.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93127.250000 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -93127.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93138.679688 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -93138.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -93157.148438 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -93157.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93164.664062 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -93164.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93166.484375 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -93166.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93167.750000 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -93167.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93172.375000 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -93172.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93175.046875 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -93175.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93175.742188 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -93175.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93175.742188 Penalty: 3136.882080
	Iteration 15F: 3 clusters Score -93175.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -43656.078125 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -43656.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42380.121094 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -42380.12 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42660.812500 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -42660.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42794.312500 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -42794.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42955.332031 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -42955.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43138.902344 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -43138.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43313.328125 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -43313.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43374.964844 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -43374.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43511.394531 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -43511.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43632.378906 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -43632.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43730.605469 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -43730.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43764.175781 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -43764.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43802.664062 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -43802.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43804.855469 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -43804.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43840.671875 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -43840.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44009.128906 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -44009.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44101.082031 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -44101.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44158.898438 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -44158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44184.375000 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -44184.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44243.851562 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -44243.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44258.781250 Penalty: 3099.029297
	Iteration 19Q: 3 clusters Score -44258.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44280.968750 Penalty: 3099.029297
	Iteration 20F: 3 clusters Score -44280.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44344.261719 Penalty: 3099.029297
	Iteration 21Q: 3 clusters Score -44344.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44344.261719 Penalty: 3099.029297
	Iteration 22F: 3 clusters Score -44344.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 49445 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 7619 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 47377 members 
Mstep: Class 10 contains 51680 members 
Mstep: Class 11 contains 46723 members 
Mstep: Class 12 contains 34733 members 
Mstep: Class 13 contains 53124 members 
Mstep: Class 14 contains 48291 members 
Mstep: Class 15 contains 47245 members 
Mstep: Class 16 contains 36116 members 
Mstep: Class 17 contains 20623 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 46350 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44781 members 
Mstep: Class 26 contains 9310 members 
Mstep: Class 27 contains 46637 members 
Mstep: Class 28 contains 42507 members 
Mstep: Class 29 contains 42298 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 43912 members 
Mstep: Class 32 contains 46840 members 
Mstep: Class 33 contains 44874 members 
Mstep: Class 34 contains 45576 members 
Mstep: Class 35 contains 44657 members 
Mstep: Class 36 contains 7204 members 
Mstep: Class 37 contains 38863 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 48542 members 
Mstep: Class 41 contains 885 members 
Mstep: Class 42 contains 332 members 
Entering Unmasked Estep 
Score: -196413296.000000 Penalty: 145101.093750
Splitting cluster 20 changes total score from -196414496.000000 to -196413296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Entering Unmasked Estep 
Score: -1388406.375000 Penalty: 2220.886963
	Iteration 0F: 2 clusters Score -1388406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1382148.375000 Penalty: 4441.773926
	Iteration 0F: 3 clusters Score -1382148 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1383922.875000 Penalty: 4441.773926
	Iteration 1F: 3 clusters Score -1383923 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1384215.500000 Penalty: 4441.773926
	Iteration 2F: 3 clusters Score -1384216 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1384413.250000 Penalty: 4441.773926
	Iteration 3Q: 3 clusters Score -1384413 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1384587.375000 Penalty: 4441.773926
	Iteration 4Q: 3 clusters Score -1384587 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1384788.250000 Penalty: 4441.773926
	Iteration 5Q: 3 clusters Score -1384788 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1385001.750000 Penalty: 4441.773926
	Iteration 6Q: 3 clusters Score -1385002 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1385250.750000 Penalty: 4441.773926
	Iteration 7Q: 3 clusters Score -1385251 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1385548.000000 Penalty: 4441.773926
	Iteration 8Q: 3 clusters Score -1385548 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1385849.000000 Penalty: 4441.773926
	Iteration 9Q: 3 clusters Score -1385849 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1386130.625000 Penalty: 4441.773926
	Iteration 10Q: 3 clusters Score -1386131 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1386395.125000 Penalty: 4441.773926
	Iteration 11Q: 3 clusters Score -1386395 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1386597.250000 Penalty: 4441.773926
	Iteration 12Q: 3 clusters Score -1386597 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1386738.875000 Penalty: 4441.773926
	Iteration 13Q: 3 clusters Score -1386739 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1386817.250000 Penalty: 4441.773926
	Iteration 14Q: 3 clusters Score -1386817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1386845.375000 Penalty: 4441.773926
	Iteration 15Q: 3 clusters Score -1386845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1386866.375000 Penalty: 4441.773926
	Iteration 16Q: 3 clusters Score -1386866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1386873.375000 Penalty: 4441.773926
	Iteration 17Q: 3 clusters Score -1386873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1386877.125000 Penalty: 4441.773926
	Iteration 18Q: 3 clusters Score -1386877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1386881.125000 Penalty: 4441.773926
	Iteration 19Q: 3 clusters Score -1386881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1386885.125000 Penalty: 4441.773926
	Iteration 20F: 3 clusters Score -1386885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1386887.750000 Penalty: 4441.773926
	Iteration 21Q: 3 clusters Score -1386888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1386890.875000 Penalty: 4441.773926
	Iteration 22Q: 3 clusters Score -1386891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1386895.250000 Penalty: 4441.773926
	Iteration 23Q: 3 clusters Score -1386895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1386898.125000 Penalty: 4441.773926
	Iteration 24Q: 3 clusters Score -1386898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1386896.875000 Penalty: 4441.773926
	Iteration 25Q: 3 clusters Score -1386897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1386897.000000 Penalty: 4441.773926
	Iteration 26Q: 3 clusters Score -1386897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1386897.000000 Penalty: 4441.773926
	Iteration 27F: 3 clusters Score -1386897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Entering Unmasked Estep 
Score: -2361982.000000 Penalty: 2356.783447
	Iteration 0F: 2 clusters Score -2361982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2352244.750000 Penalty: 4713.566895
	Iteration 0F: 3 clusters Score -2352245 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2355356.750000 Penalty: 4713.566895
	Iteration 1F: 3 clusters Score -2355357 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2355764.750000 Penalty: 4713.566895
	Iteration 2F: 3 clusters Score -2355765 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2356130.750000 Penalty: 4713.566895
	Iteration 3F: 3 clusters Score -2356131 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2356471.000000 Penalty: 4713.566895
	Iteration 4Q: 3 clusters Score -2356471 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2356793.750000 Penalty: 4713.566895
	Iteration 5Q: 3 clusters Score -2356794 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2357105.250000 Penalty: 4713.566895
	Iteration 6Q: 3 clusters Score -2357105 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2357432.500000 Penalty: 4713.566895
	Iteration 7Q: 3 clusters Score -2357432 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2357764.500000 Penalty: 4713.566895
	Iteration 8Q: 3 clusters Score -2357764 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2358074.750000 Penalty: 4713.566895
	Iteration 9Q: 3 clusters Score -2358075 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2358361.500000 Penalty: 4713.566895
	Iteration 10Q: 3 clusters Score -2358362 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2358633.500000 Penalty: 4713.566895
	Iteration 11Q: 3 clusters Score -2358634 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2358849.750000 Penalty: 4713.566895
	Iteration 12Q: 3 clusters Score -2358850 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2359032.250000 Penalty: 4713.566895
	Iteration 13Q: 3 clusters Score -2359032 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2359193.250000 Penalty: 4713.566895
	Iteration 14Q: 3 clusters Score -2359193 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2359324.250000 Penalty: 4713.566895
	Iteration 15Q: 3 clusters Score -2359324 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2359433.000000 Penalty: 4713.566895
	Iteration 16Q: 3 clusters Score -2359433 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2359526.500000 Penalty: 4713.566895
	Iteration 17Q: 3 clusters Score -2359526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2359615.750000 Penalty: 4713.566895
	Iteration 18Q: 3 clusters Score -2359616 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2359726.500000 Penalty: 4713.566895
	Iteration 19Q: 3 clusters Score -2359726 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2359825.500000 Penalty: 4713.566895
	Iteration 20F: 3 clusters Score -2359826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2359903.500000 Penalty: 4713.566895
	Iteration 21Q: 3 clusters Score -2359904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2359975.500000 Penalty: 4713.566895
	Iteration 22Q: 3 clusters Score -2359976 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2360039.250000 Penalty: 4713.566895
	Iteration 23Q: 3 clusters Score -2360039 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2360095.000000 Penalty: 4713.566895
	Iteration 24Q: 3 clusters Score -2360095 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2360146.000000 Penalty: 4713.566895
	Iteration 25Q: 3 clusters Score -2360146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2360176.500000 Penalty: 4713.566895
	Iteration 26Q: 3 clusters Score -2360176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2360208.000000 Penalty: 4713.566895
	Iteration 27Q: 3 clusters Score -2360208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2360232.500000 Penalty: 4713.566895
	Iteration 28Q: 3 clusters Score -2360232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2360247.250000 Penalty: 4713.566895
	Iteration 29Q: 3 clusters Score -2360247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2360272.000000 Penalty: 4713.566895
	Iteration 30Q: 3 clusters Score -2360272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2360305.750000 Penalty: 4713.566895
	Iteration 31Q: 3 clusters Score -2360306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2360324.000000 Penalty: 4713.566895
	Iteration 32Q: 3 clusters Score -2360324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2360345.500000 Penalty: 4713.566895
	Iteration 33Q: 3 clusters Score -2360346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2360370.500000 Penalty: 4713.566895
	Iteration 34Q: 3 clusters Score -2360370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2360379.750000 Penalty: 4713.566895
	Iteration 35Q: 3 clusters Score -2360380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2360390.250000 Penalty: 4713.566895
	Iteration 36Q: 3 clusters Score -2360390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2360403.000000 Penalty: 4713.566895
	Iteration 37Q: 3 clusters Score -2360403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2360409.250000 Penalty: 4713.566895
	Iteration 38Q: 3 clusters Score -2360409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2360423.500000 Penalty: 4713.566895
	Iteration 39Q: 3 clusters Score -2360424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2360426.250000 Penalty: 4713.566895
	Iteration 40F: 3 clusters Score -2360426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2360438.750000 Penalty: 4713.566895
	Iteration 41Q: 3 clusters Score -2360439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2360449.500000 Penalty: 4713.566895
	Iteration 42Q: 3 clusters Score -2360450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2360447.000000 Penalty: 4713.566895
	Iteration 43Q: 3 clusters Score -2360447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2360453.250000 Penalty: 4713.566895
	Iteration 44Q: 3 clusters Score -2360453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2360450.250000 Penalty: 4713.566895
	Iteration 45Q: 3 clusters Score -2360450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2360454.000000 Penalty: 4713.566895
	Iteration 46Q: 3 clusters Score -2360454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2360458.750000 Penalty: 4713.566895
	Iteration 47Q: 3 clusters Score -2360459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2360459.750000 Penalty: 4713.566895
	Iteration 48Q: 3 clusters Score -2360460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2360458.500000 Penalty: 4713.566895
	Iteration 49Q: 3 clusters Score -2360458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2360461.500000 Penalty: 4713.566895
	Iteration 50Q: 3 clusters Score -2360462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2360461.500000 Penalty: 4713.566895
	Iteration 51Q: 3 clusters Score -2360462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2360463.000000 Penalty: 4713.566895
	Iteration 52Q: 3 clusters Score -2360463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2360460.750000 Penalty: 4713.566895
	Iteration 53Q: 3 clusters Score -2360461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2360460.750000 Penalty: 4713.566895
	Iteration 54F: 3 clusters Score -2360461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Entering Unmasked Estep 
Score: -8394323.000000 Penalty: 2664.506104
	Iteration 0F: 2 clusters Score -8394323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -8364594.000000 Penalty: 5329.012207
	Iteration 0F: 3 clusters Score -8364594 nChanged 21303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -8376488.000000 Penalty: 5329.012207
	Iteration 1F: 3 clusters Score -8376488 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -8377072.000000 Penalty: 5329.012207
	Iteration 2Q: 3 clusters Score -8377072 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -8377764.000000 Penalty: 5329.012207
	Iteration 3Q: 3 clusters Score -8377764 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -8378790.500000 Penalty: 5329.012207
	Iteration 4Q: 3 clusters Score -8378790 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -8380349.000000 Penalty: 5329.012207
	Iteration 5F: 3 clusters Score -8380349 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -8382837.500000 Penalty: 5329.012207
	Iteration 6F: 3 clusters Score -8382838 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -8385969.500000 Penalty: 5329.012207
	Iteration 7F: 3 clusters Score -8385970 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -8389070.000000 Penalty: 5329.012207
	Iteration 8F: 3 clusters Score -8389070 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -8390766.000000 Penalty: 5329.012207
	Iteration 9Q: 3 clusters Score -8390766 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8391425.000000 Penalty: 5329.012207
	Iteration 10Q: 3 clusters Score -8391425 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -8391697.000000 Penalty: 5329.012207
	Iteration 11Q: 3 clusters Score -8391697 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -8391837.000000 Penalty: 5329.012207
	Iteration 12Q: 3 clusters Score -8391837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8391915.000000 Penalty: 5329.012207
	Iteration 13Q: 3 clusters Score -8391915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8391958.000000 Penalty: 5329.012207
	Iteration 14Q: 3 clusters Score -8391958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8392011.000000 Penalty: 5329.012207
	Iteration 15Q: 3 clusters Score -8392011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -8392034.000000 Penalty: 5329.012207
	Iteration 16Q: 3 clusters Score -8392034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8392044.000000 Penalty: 5329.012207
	Iteration 17Q: 3 clusters Score -8392044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8392053.000000 Penalty: 5329.012207
	Iteration 18Q: 3 clusters Score -8392053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8392057.000000 Penalty: 5329.012207
	Iteration 19Q: 3 clusters Score -8392057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8392067.000000 Penalty: 5329.012207
	Iteration 20F: 3 clusters Score -8392067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8392068.000000 Penalty: 5329.012207
	Iteration 21Q: 3 clusters Score -8392068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8392068.000000 Penalty: 5329.012207
	Iteration 22F: 3 clusters Score -8392068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -90187.359375 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -90187.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88646.656250 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -88646.66 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88985.914062 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -88985.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89137.257812 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -89137.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89282.414062 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -89282.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89401.656250 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -89401.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89502.132812 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -89502.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89598.945312 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -89598.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89668.132812 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -89668.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89728.179688 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -89728.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89784.257812 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -89784.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89852.171875 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -89852.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89915.453125 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -89915.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89972.328125 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -89972.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90000.570312 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -90000.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90029.429688 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -90029.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90051.203125 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -90051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90064.835938 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -90064.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90078.062500 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -90078.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90086.593750 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -90086.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90106.375000 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -90106.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90142.257812 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -90142.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90178.664062 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -90178.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90217.531250 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -90217.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90248.156250 Penalty: 3200.998047
	Iteration 23Q: 3 clusters Score -90248.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90272.078125 Penalty: 3200.998047
	Iteration 24Q: 3 clusters Score -90272.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90288.179688 Penalty: 3200.998047
	Iteration 25Q: 3 clusters Score -90288.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90288.179688 Penalty: 3200.998047
	Iteration 26F: 3 clusters Score -90288.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 49445 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 7619 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 47377 members 
Mstep: Class 10 contains 51680 members 
Mstep: Class 11 contains 46723 members 
Mstep: Class 12 contains 34733 members 
Mstep: Class 13 contains 53124 members 
Mstep: Class 14 contains 48291 members 
Mstep: Class 15 contains 47245 members 
Mstep: Class 16 contains 36116 members 
Mstep: Class 17 contains 20623 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 46350 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 44781 members 
Mstep: Class 26 contains 9310 members 
Mstep: Class 27 contains 46637 members 
Mstep: Class 28 contains 42507 members 
Mstep: Class 29 contains 42298 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 43912 members 
Mstep: Class 32 contains 46840 members 
Mstep: Class 33 contains 44874 members 
Mstep: Class 34 contains 45576 members 
Mstep: Class 35 contains 44657 members 
Mstep: Class 36 contains 7204 members 
Mstep: Class 37 contains 38863 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 48542 members 
Mstep: Class 41 contains 885 members 
Mstep: Class 42 contains 312 members 
Entering Unmasked Estep 
Score: -196412880.000000 Penalty: 145101.093750
Splitting cluster 24 changes total score from -196414496.000000 to -196412880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Entering Unmasked Estep 
Score: -8006966.000000 Penalty: 2655.965820
	Iteration 0F: 2 clusters Score -8006966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -7978042.500000 Penalty: 5311.931641
	Iteration 0F: 3 clusters Score -7978042 nChanged 20376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7989355.000000 Penalty: 5311.931641
	Iteration 1F: 3 clusters Score -7989355 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -7990170.500000 Penalty: 5311.931641
	Iteration 2Q: 3 clusters Score -7990170 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -7991317.000000 Penalty: 5311.931641
	Iteration 3F: 3 clusters Score -7991317 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -7992945.000000 Penalty: 5311.931641
	Iteration 4F: 3 clusters Score -7992945 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -7995094.000000 Penalty: 5311.931641
	Iteration 5F: 3 clusters Score -7995094 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -7997535.500000 Penalty: 5311.931641
	Iteration 6F: 3 clusters Score -7997536 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -7999874.000000 Penalty: 5311.931641
	Iteration 7F: 3 clusters Score -7999874 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -8001670.500000 Penalty: 5311.931641
	Iteration 8F: 3 clusters Score -8001670 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -8002849.000000 Penalty: 5311.931641
	Iteration 9Q: 3 clusters Score -8002849 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -8003616.000000 Penalty: 5311.931641
	Iteration 10Q: 3 clusters Score -8003616 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -8004039.500000 Penalty: 5311.931641
	Iteration 11Q: 3 clusters Score -8004040 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -8004322.000000 Penalty: 5311.931641
	Iteration 12Q: 3 clusters Score -8004322 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -8004519.000000 Penalty: 5311.931641
	Iteration 13Q: 3 clusters Score -8004519 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8004672.500000 Penalty: 5311.931641
	Iteration 14Q: 3 clusters Score -8004672 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8004788.000000 Penalty: 5311.931641
	Iteration 15Q: 3 clusters Score -8004788 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8004877.000000 Penalty: 5311.931641
	Iteration 16Q: 3 clusters Score -8004877 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8004973.500000 Penalty: 5311.931641
	Iteration 17Q: 3 clusters Score -8004974 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8005009.000000 Penalty: 5311.931641
	Iteration 18Q: 3 clusters Score -8005009 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8005069.000000 Penalty: 5311.931641
	Iteration 19Q: 3 clusters Score -8005069 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8005078.000000 Penalty: 5311.931641
	Iteration 20F: 3 clusters Score -8005078 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8005134.000000 Penalty: 5311.931641
	Iteration 21Q: 3 clusters Score -8005134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8005154.000000 Penalty: 5311.931641
	Iteration 22Q: 3 clusters Score -8005154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8005171.500000 Penalty: 5311.931641
	Iteration 23Q: 3 clusters Score -8005172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8005197.500000 Penalty: 5311.931641
	Iteration 24Q: 3 clusters Score -8005198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8005214.000000 Penalty: 5311.931641
	Iteration 25Q: 3 clusters Score -8005214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8005232.500000 Penalty: 5311.931641
	Iteration 26Q: 3 clusters Score -8005232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8005236.000000 Penalty: 5311.931641
	Iteration 27Q: 3 clusters Score -8005236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8005247.000000 Penalty: 5311.931641
	Iteration 28Q: 3 clusters Score -8005247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8005243.500000 Penalty: 5311.931641
	Iteration 29Q: 3 clusters Score -8005244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8005250.500000 Penalty: 5311.931641
	Iteration 30Q: 3 clusters Score -8005250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8005252.000000 Penalty: 5311.931641
	Iteration 31Q: 3 clusters Score -8005252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8005261.000000 Penalty: 5311.931641
	Iteration 32Q: 3 clusters Score -8005261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8005269.500000 Penalty: 5311.931641
	Iteration 33Q: 3 clusters Score -8005270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8005259.000000 Penalty: 5311.931641
	Iteration 34Q: 3 clusters Score -8005259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8005253.000000 Penalty: 5311.931641
	Iteration 35Q: 3 clusters Score -8005253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8005259.500000 Penalty: 5311.931641
	Iteration 36Q: 3 clusters Score -8005260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8005261.500000 Penalty: 5311.931641
	Iteration 37Q: 3 clusters Score -8005262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8005257.000000 Penalty: 5311.931641
	Iteration 38Q: 3 clusters Score -8005257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8005257.500000 Penalty: 5311.931641
	Iteration 39Q: 3 clusters Score -8005258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8005258.000000 Penalty: 5311.931641
	Iteration 40F: 3 clusters Score -8005258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8005266.500000 Penalty: 5311.931641
	Iteration 41Q: 3 clusters Score -8005266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8005280.500000 Penalty: 5311.931641
	Iteration 42Q: 3 clusters Score -8005280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8005280.500000 Penalty: 5311.931641
	Iteration 43Q: 3 clusters Score -8005280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8005270.500000 Penalty: 5311.931641
	Iteration 44Q: 3 clusters Score -8005270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8005265.000000 Penalty: 5311.931641
	Iteration 45Q: 3 clusters Score -8005265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8005276.000000 Penalty: 5311.931641
	Iteration 46Q: 3 clusters Score -8005276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8005267.500000 Penalty: 5311.931641
	Iteration 47Q: 3 clusters Score -8005268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8005276.000000 Penalty: 5311.931641
	Iteration 48Q: 3 clusters Score -8005276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8005278.000000 Penalty: 5311.931641
	Iteration 49Q: 3 clusters Score -8005278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8005274.000000 Penalty: 5311.931641
	Iteration 50Q: 3 clusters Score -8005274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8005274.500000 Penalty: 5311.931641
	Iteration 51Q: 3 clusters Score -8005274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8005279.500000 Penalty: 5311.931641
	Iteration 52Q: 3 clusters Score -8005280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8005284.000000 Penalty: 5311.931641
	Iteration 53Q: 3 clusters Score -8005284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8005285.500000 Penalty: 5311.931641
	Iteration 54Q: 3 clusters Score -8005286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8005292.000000 Penalty: 5311.931641
	Iteration 55Q: 3 clusters Score -8005292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8005293.500000 Penalty: 5311.931641
	Iteration 56Q: 3 clusters Score -8005294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8005304.500000 Penalty: 5311.931641
	Iteration 57Q: 3 clusters Score -8005304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8005303.500000 Penalty: 5311.931641
	Iteration 58Q: 3 clusters Score -8005304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8005306.000000 Penalty: 5311.931641
	Iteration 59Q: 3 clusters Score -8005306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8005316.000000 Penalty: 5311.931641
	Iteration 60F: 3 clusters Score -8005316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8005317.500000 Penalty: 5311.931641
	Iteration 61Q: 3 clusters Score -8005318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8005307.500000 Penalty: 5311.931641
	Iteration 62Q: 3 clusters Score -8005308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8005299.000000 Penalty: 5311.931641
	Iteration 63Q: 3 clusters Score -8005299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8005297.000000 Penalty: 5311.931641
	Iteration 64Q: 3 clusters Score -8005297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8005294.500000 Penalty: 5311.931641
	Iteration 65Q: 3 clusters Score -8005294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8005292.500000 Penalty: 5311.931641
	Iteration 66Q: 3 clusters Score -8005292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8005291.000000 Penalty: 5311.931641
	Iteration 67Q: 3 clusters Score -8005291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8005284.500000 Penalty: 5311.931641
	Iteration 68Q: 3 clusters Score -8005284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8005290.500000 Penalty: 5311.931641
	Iteration 69Q: 3 clusters Score -8005290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8005290.500000 Penalty: 5311.931641
	Iteration 70Q: 3 clusters Score -8005290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8005291.000000 Penalty: 5311.931641
	Iteration 71Q: 3 clusters Score -8005291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8005293.000000 Penalty: 5311.931641
	Iteration 72Q: 3 clusters Score -8005293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8005297.500000 Penalty: 5311.931641
	Iteration 73Q: 3 clusters Score -8005298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8005302.500000 Penalty: 5311.931641
	Iteration 74Q: 3 clusters Score -8005302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8005300.000000 Penalty: 5311.931641
	Iteration 75Q: 3 clusters Score -8005300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8005296.000000 Penalty: 5311.931641
	Iteration 76Q: 3 clusters Score -8005296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8005299.000000 Penalty: 5311.931641
	Iteration 77Q: 3 clusters Score -8005299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8005299.500000 Penalty: 5311.931641
	Iteration 78Q: 3 clusters Score -8005300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8005297.000000 Penalty: 5311.931641
	Iteration 79Q: 3 clusters Score -8005297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8005297.500000 Penalty: 5311.931641
	Iteration 80F: 3 clusters Score -8005298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8005293.500000 Penalty: 5311.931641
	Iteration 81Q: 3 clusters Score -8005294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8005300.500000 Penalty: 5311.931641
	Iteration 82Q: 3 clusters Score -8005300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8005300.500000 Penalty: 5311.931641
	Iteration 83F: 3 clusters Score -8005300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -1649535.500000 Penalty: 2266.433350
	Iteration 0F: 2 clusters Score -1649536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1642282.625000 Penalty: 4532.866699
	Iteration 0F: 3 clusters Score -1642283 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1644391.750000 Penalty: 4532.866699
	Iteration 1F: 3 clusters Score -1644392 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1644677.500000 Penalty: 4532.866699
	Iteration 2F: 3 clusters Score -1644678 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1644880.125000 Penalty: 4532.866699
	Iteration 3F: 3 clusters Score -1644880 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1645026.375000 Penalty: 4532.866699
	Iteration 4Q: 3 clusters Score -1645026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1645147.875000 Penalty: 4532.866699
	Iteration 5Q: 3 clusters Score -1645148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1645216.500000 Penalty: 4532.866699
	Iteration 6Q: 3 clusters Score -1645216 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1645282.375000 Penalty: 4532.866699
	Iteration 7Q: 3 clusters Score -1645282 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1645341.375000 Penalty: 4532.866699
	Iteration 8Q: 3 clusters Score -1645341 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1645398.750000 Penalty: 4532.866699
	Iteration 9Q: 3 clusters Score -1645399 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1645450.250000 Penalty: 4532.866699
	Iteration 10Q: 3 clusters Score -1645450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1645498.375000 Penalty: 4532.866699
	Iteration 11Q: 3 clusters Score -1645498 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1645551.125000 Penalty: 4532.866699
	Iteration 12Q: 3 clusters Score -1645551 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1645593.125000 Penalty: 4532.866699
	Iteration 13Q: 3 clusters Score -1645593 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1645620.250000 Penalty: 4532.866699
	Iteration 14Q: 3 clusters Score -1645620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1645642.875000 Penalty: 4532.866699
	Iteration 15Q: 3 clusters Score -1645643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1645667.375000 Penalty: 4532.866699
	Iteration 16Q: 3 clusters Score -1645667 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1645692.250000 Penalty: 4532.866699
	Iteration 17Q: 3 clusters Score -1645692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1645717.250000 Penalty: 4532.866699
	Iteration 18Q: 3 clusters Score -1645717 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1645747.125000 Penalty: 4532.866699
	Iteration 19Q: 3 clusters Score -1645747 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1645776.625000 Penalty: 4532.866699
	Iteration 20F: 3 clusters Score -1645777 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1645813.250000 Penalty: 4532.866699
	Iteration 21Q: 3 clusters Score -1645813 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1645850.875000 Penalty: 4532.866699
	Iteration 22Q: 3 clusters Score -1645851 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1645887.625000 Penalty: 4532.866699
	Iteration 23Q: 3 clusters Score -1645888 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1645936.750000 Penalty: 4532.866699
	Iteration 24Q: 3 clusters Score -1645937 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1645988.625000 Penalty: 4532.866699
	Iteration 25Q: 3 clusters Score -1645989 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1646058.750000 Penalty: 4532.866699
	Iteration 26Q: 3 clusters Score -1646059 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1646134.875000 Penalty: 4532.866699
	Iteration 27Q: 3 clusters Score -1646135 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1646217.125000 Penalty: 4532.866699
	Iteration 28Q: 3 clusters Score -1646217 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1646321.625000 Penalty: 4532.866699
	Iteration 29Q: 3 clusters Score -1646322 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1646458.125000 Penalty: 4532.866699
	Iteration 30Q: 3 clusters Score -1646458 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1646606.875000 Penalty: 4532.866699
	Iteration 31Q: 3 clusters Score -1646607 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1646765.125000 Penalty: 4532.866699
	Iteration 32Q: 3 clusters Score -1646765 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1646930.500000 Penalty: 4532.866699
	Iteration 33Q: 3 clusters Score -1646930 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1647075.625000 Penalty: 4532.866699
	Iteration 34Q: 3 clusters Score -1647076 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1647191.625000 Penalty: 4532.866699
	Iteration 35Q: 3 clusters Score -1647192 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1647293.125000 Penalty: 4532.866699
	Iteration 36Q: 3 clusters Score -1647293 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1647366.625000 Penalty: 4532.866699
	Iteration 37Q: 3 clusters Score -1647367 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1647437.500000 Penalty: 4532.866699
	Iteration 38Q: 3 clusters Score -1647438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1647486.000000 Penalty: 4532.866699
	Iteration 39Q: 3 clusters Score -1647486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1647512.000000 Penalty: 4532.866699
	Iteration 40F: 3 clusters Score -1647512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1647535.250000 Penalty: 4532.866699
	Iteration 41Q: 3 clusters Score -1647535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1647557.750000 Penalty: 4532.866699
	Iteration 42Q: 3 clusters Score -1647558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1647568.500000 Penalty: 4532.866699
	Iteration 43Q: 3 clusters Score -1647568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1647569.000000 Penalty: 4532.866699
	Iteration 44Q: 3 clusters Score -1647569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1647582.625000 Penalty: 4532.866699
	Iteration 45Q: 3 clusters Score -1647583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1647586.875000 Penalty: 4532.866699
	Iteration 46Q: 3 clusters Score -1647587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1647603.125000 Penalty: 4532.866699
	Iteration 47Q: 3 clusters Score -1647603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1647615.250000 Penalty: 4532.866699
	Iteration 48Q: 3 clusters Score -1647615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1647624.250000 Penalty: 4532.866699
	Iteration 49Q: 3 clusters Score -1647624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1647630.875000 Penalty: 4532.866699
	Iteration 50Q: 3 clusters Score -1647631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1647639.125000 Penalty: 4532.866699
	Iteration 51Q: 3 clusters Score -1647639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1647643.250000 Penalty: 4532.866699
	Iteration 52Q: 3 clusters Score -1647643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1647645.500000 Penalty: 4532.866699
	Iteration 53Q: 3 clusters Score -1647646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1647647.250000 Penalty: 4532.866699
	Iteration 54Q: 3 clusters Score -1647647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1647649.250000 Penalty: 4532.866699
	Iteration 55Q: 3 clusters Score -1647649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1647649.250000 Penalty: 4532.866699
	Iteration 56F: 3 clusters Score -1647649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Entering Unmasked Estep 
Score: -8286347.500000 Penalty: 2666.037109
	Iteration 0F: 2 clusters Score -8286348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8256422.500000 Penalty: 5332.074219
	Iteration 0F: 3 clusters Score -8256422 nChanged 21411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -8268379.000000 Penalty: 5332.074219
	Iteration 1F: 3 clusters Score -8268379 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -8269034.000000 Penalty: 5332.074219
	Iteration 2Q: 3 clusters Score -8269034 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -8269608.500000 Penalty: 5332.074219
	Iteration 3Q: 3 clusters Score -8269608 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -8270331.500000 Penalty: 5332.074219
	Iteration 4Q: 3 clusters Score -8270332 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -8271263.000000 Penalty: 5332.074219
	Iteration 5Q: 3 clusters Score -8271263 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -8272490.000000 Penalty: 5332.074219
	Iteration 6F: 3 clusters Score -8272490 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -8274275.500000 Penalty: 5332.074219
	Iteration 7F: 3 clusters Score -8274276 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -8276358.000000 Penalty: 5332.074219
	Iteration 8F: 3 clusters Score -8276358 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -8278546.500000 Penalty: 5332.074219
	Iteration 9F: 3 clusters Score -8278546 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -8280415.500000 Penalty: 5332.074219
	Iteration 10F: 3 clusters Score -8280416 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8281749.500000 Penalty: 5332.074219
	Iteration 11Q: 3 clusters Score -8281750 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8282667.500000 Penalty: 5332.074219
	Iteration 12Q: 3 clusters Score -8282668 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -8283245.500000 Penalty: 5332.074219
	Iteration 13Q: 3 clusters Score -8283246 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8283571.000000 Penalty: 5332.074219
	Iteration 14Q: 3 clusters Score -8283571 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -8283808.500000 Penalty: 5332.074219
	Iteration 15Q: 3 clusters Score -8283808 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8283977.000000 Penalty: 5332.074219
	Iteration 16Q: 3 clusters Score -8283977 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8284085.500000 Penalty: 5332.074219
	Iteration 17Q: 3 clusters Score -8284086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -8284130.500000 Penalty: 5332.074219
	Iteration 18Q: 3 clusters Score -8284130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8284164.500000 Penalty: 5332.074219
	Iteration 19Q: 3 clusters Score -8284164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8284195.500000 Penalty: 5332.074219
	Iteration 20F: 3 clusters Score -8284196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -8284213.500000 Penalty: 5332.074219
	Iteration 21Q: 3 clusters Score -8284214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -8284221.000000 Penalty: 5332.074219
	Iteration 22Q: 3 clusters Score -8284221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8284236.500000 Penalty: 5332.074219
	Iteration 23Q: 3 clusters Score -8284236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8284263.000000 Penalty: 5332.074219
	Iteration 24Q: 3 clusters Score -8284263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8284279.000000 Penalty: 5332.074219
	Iteration 25Q: 3 clusters Score -8284279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8284279.500000 Penalty: 5332.074219
	Iteration 26Q: 3 clusters Score -8284280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8284290.000000 Penalty: 5332.074219
	Iteration 27Q: 3 clusters Score -8284290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8284290.000000 Penalty: 5332.074219
	Iteration 28Q: 3 clusters Score -8284290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8284297.500000 Penalty: 5332.074219
	Iteration 29Q: 3 clusters Score -8284298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8284300.000000 Penalty: 5332.074219
	Iteration 30Q: 3 clusters Score -8284300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -8284302.000000 Penalty: 5332.074219
	Iteration 31Q: 3 clusters Score -8284302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -8284303.500000 Penalty: 5332.074219
	Iteration 32Q: 3 clusters Score -8284304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -8284306.500000 Penalty: 5332.074219
	Iteration 33Q: 3 clusters Score -8284306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8284304.500000 Penalty: 5332.074219
	Iteration 34Q: 3 clusters Score -8284304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -8284306.500000 Penalty: 5332.074219
	Iteration 35Q: 3 clusters Score -8284306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8284312.000000 Penalty: 5332.074219
	Iteration 36Q: 3 clusters Score -8284312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -8284310.500000 Penalty: 5332.074219
	Iteration 37Q: 3 clusters Score -8284310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8284308.500000 Penalty: 5332.074219
	Iteration 38Q: 3 clusters Score -8284308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8284316.500000 Penalty: 5332.074219
	Iteration 39Q: 3 clusters Score -8284316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8284324.000000 Penalty: 5332.074219
	Iteration 40F: 3 clusters Score -8284324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8284330.500000 Penalty: 5332.074219
	Iteration 41Q: 3 clusters Score -8284330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8284323.500000 Penalty: 5332.074219
	Iteration 42Q: 3 clusters Score -8284324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -8284328.500000 Penalty: 5332.074219
	Iteration 43Q: 3 clusters Score -8284328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8284328.500000 Penalty: 5332.074219
	Iteration 44Q: 3 clusters Score -8284328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8284329.500000 Penalty: 5332.074219
	Iteration 45Q: 3 clusters Score -8284330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8284329.500000 Penalty: 5332.074219
	Iteration 46F: 3 clusters Score -8284330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Entering Unmasked Estep 
Score: -7595406.000000 Penalty: 2643.041260
	Iteration 0F: 2 clusters Score -7595406 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 21495 members 
Entering Unmasked Estep 
Score: -7567070.000000 Penalty: 5286.082520
	Iteration 0F: 3 clusters Score -7567070 nChanged 19499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -7577885.000000 Penalty: 5286.082520
	Iteration 1F: 3 clusters Score -7577885 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -7578575.000000 Penalty: 5286.082520
	Iteration 2Q: 3 clusters Score -7578575 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -7579495.500000 Penalty: 5286.082520
	Iteration 3Q: 3 clusters Score -7579496 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -7580851.500000 Penalty: 5286.082520
	Iteration 4F: 3 clusters Score -7580852 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -7583061.500000 Penalty: 5286.082520
	Iteration 5F: 3 clusters Score -7583062 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -7586033.500000 Penalty: 5286.082520
	Iteration 6F: 3 clusters Score -7586034 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -7589339.500000 Penalty: 5286.082520
	Iteration 7F: 3 clusters Score -7589340 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7591487.000000 Penalty: 5286.082520
	Iteration 8F: 3 clusters Score -7591487 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7592456.500000 Penalty: 5286.082520
	Iteration 9Q: 3 clusters Score -7592456 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -7592796.500000 Penalty: 5286.082520
	Iteration 10Q: 3 clusters Score -7592796 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -7592948.500000 Penalty: 5286.082520
	Iteration 11Q: 3 clusters Score -7592948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -7593019.000000 Penalty: 5286.082520
	Iteration 12Q: 3 clusters Score -7593019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -7593049.500000 Penalty: 5286.082520
	Iteration 13Q: 3 clusters Score -7593050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7593079.500000 Penalty: 5286.082520
	Iteration 14Q: 3 clusters Score -7593080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -7593097.500000 Penalty: 5286.082520
	Iteration 15Q: 3 clusters Score -7593098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -7593111.500000 Penalty: 5286.082520
	Iteration 16Q: 3 clusters Score -7593112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -7593116.500000 Penalty: 5286.082520
	Iteration 17Q: 3 clusters Score -7593116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -7593125.000000 Penalty: 5286.082520
	Iteration 18Q: 3 clusters Score -7593125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -7593143.000000 Penalty: 5286.082520
	Iteration 19Q: 3 clusters Score -7593143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -7593160.500000 Penalty: 5286.082520
	Iteration 20F: 3 clusters Score -7593160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -7593161.500000 Penalty: 5286.082520
	Iteration 21Q: 3 clusters Score -7593162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -7593161.500000 Penalty: 5286.082520
	Iteration 22F: 3 clusters Score -7593162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (42298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Entering Unmasked Estep 
Score: -7631344.500000 Penalty: 2641.818848
	Iteration 0F: 2 clusters Score -7631344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -7603135.000000 Penalty: 5283.637695
	Iteration 0F: 3 clusters Score -7603135 nChanged 19338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7613947.000000 Penalty: 5283.637695
	Iteration 1F: 3 clusters Score -7613947 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -7614450.000000 Penalty: 5283.637695
	Iteration 2Q: 3 clusters Score -7614450 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -7614856.000000 Penalty: 5283.637695
	Iteration 3Q: 3 clusters Score -7614856 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -7615273.000000 Penalty: 5283.637695
	Iteration 4Q: 3 clusters Score -7615273 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -7615679.500000 Penalty: 5283.637695
	Iteration 5Q: 3 clusters Score -7615680 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -7616251.000000 Penalty: 5283.637695
	Iteration 6Q: 3 clusters Score -7616251 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -7616997.500000 Penalty: 5283.637695
	Iteration 7Q: 3 clusters Score -7616998 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -7617998.500000 Penalty: 5283.637695
	Iteration 8Q: 3 clusters Score -7617998 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -7619389.000000 Penalty: 5283.637695
	Iteration 9F: 3 clusters Score -7619389 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -7621209.500000 Penalty: 5283.637695
	Iteration 10F: 3 clusters Score -7621210 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -7623096.000000 Penalty: 5283.637695
	Iteration 11F: 3 clusters Score -7623096 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7624753.500000 Penalty: 5283.637695
	Iteration 12Q: 3 clusters Score -7624754 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7625968.000000 Penalty: 5283.637695
	Iteration 13Q: 3 clusters Score -7625968 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7626887.000000 Penalty: 5283.637695
	Iteration 14Q: 3 clusters Score -7626887 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7627504.000000 Penalty: 5283.637695
	Iteration 15Q: 3 clusters Score -7627504 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7628046.000000 Penalty: 5283.637695
	Iteration 16Q: 3 clusters Score -7628046 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7628385.000000 Penalty: 5283.637695
	Iteration 17Q: 3 clusters Score -7628385 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7628626.500000 Penalty: 5283.637695
	Iteration 18Q: 3 clusters Score -7628626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7628775.500000 Penalty: 5283.637695
	Iteration 19Q: 3 clusters Score -7628776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7628886.500000 Penalty: 5283.637695
	Iteration 20F: 3 clusters Score -7628886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7628926.000000 Penalty: 5283.637695
	Iteration 21Q: 3 clusters Score -7628926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7628965.500000 Penalty: 5283.637695
	Iteration 22Q: 3 clusters Score -7628966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7628992.000000 Penalty: 5283.637695
	Iteration 23Q: 3 clusters Score -7628992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7629002.000000 Penalty: 5283.637695
	Iteration 24Q: 3 clusters Score -7629002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7629025.000000 Penalty: 5283.637695
	Iteration 25Q: 3 clusters Score -7629025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7629028.000000 Penalty: 5283.637695
	Iteration 26Q: 3 clusters Score -7629028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7629026.500000 Penalty: 5283.637695
	Iteration 27Q: 3 clusters Score -7629026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7629033.000000 Penalty: 5283.637695
	Iteration 28Q: 3 clusters Score -7629033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7629050.000000 Penalty: 5283.637695
	Iteration 29Q: 3 clusters Score -7629050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7629048.500000 Penalty: 5283.637695
	Iteration 30Q: 3 clusters Score -7629048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7629061.500000 Penalty: 5283.637695
	Iteration 31Q: 3 clusters Score -7629062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7629065.000000 Penalty: 5283.637695
	Iteration 32Q: 3 clusters Score -7629065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7629069.000000 Penalty: 5283.637695
	Iteration 33Q: 3 clusters Score -7629069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7629071.000000 Penalty: 5283.637695
	Iteration 34Q: 3 clusters Score -7629071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7629072.500000 Penalty: 5283.637695
	Iteration 35Q: 3 clusters Score -7629072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7629083.000000 Penalty: 5283.637695
	Iteration 36Q: 3 clusters Score -7629083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7629090.000000 Penalty: 5283.637695
	Iteration 37Q: 3 clusters Score -7629090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7629086.000000 Penalty: 5283.637695
	Iteration 38Q: 3 clusters Score -7629086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7629086.000000 Penalty: 5283.637695
	Iteration 39F: 3 clusters Score -7629086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -810786.750000 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -810786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -806569.687500 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -806569.7 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -807520.625000 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -807520.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -807701.625000 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -807701.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -807800.000000 Penalty: 4167.395508
	Iteration 3Q: 3 clusters Score -807800 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -807873.000000 Penalty: 4167.395508
	Iteration 4Q: 3 clusters Score -807873 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -807925.875000 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -807925.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -807960.375000 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -807960.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -807986.062500 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -807986.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -808007.687500 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -808007.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -808019.437500 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -808019.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -808035.187500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -808035.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -808048.125000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -808048.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -808062.062500 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -808062.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -808068.437500 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -808068.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -808077.062500 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -808077.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -808086.062500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -808086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -808092.500000 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -808092.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -808098.937500 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -808098.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -808103.187500 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -808103.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -808108.625000 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -808108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -808112.187500 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -808112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -808114.000000 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -808114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -808116.625000 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -808116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -808117.437500 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -808117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -808118.937500 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -808118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -808118.625000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -808118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -808119.937500 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -808119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -808121.812500 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -808121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -808125.875000 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -808125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -808128.875000 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -808128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -808130.750000 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -808130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -808132.375000 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -808132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -808135.375000 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -808135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -808135.000000 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -808135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -808137.500000 Penalty: 4167.395508
	Iteration 34Q: 3 clusters Score -808137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -808140.812500 Penalty: 4167.395508
	Iteration 35Q: 3 clusters Score -808140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -808139.812500 Penalty: 4167.395508
	Iteration 36Q: 3 clusters Score -808139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -808141.750000 Penalty: 4167.395508
	Iteration 37Q: 3 clusters Score -808141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -808142.062500 Penalty: 4167.395508
	Iteration 38Q: 3 clusters Score -808142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -808142.500000 Penalty: 4167.395508
	Iteration 39Q: 3 clusters Score -808142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -808142.125000 Penalty: 4167.395508
	Iteration 40F: 3 clusters Score -808142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -808144.625000 Penalty: 4167.395508
	Iteration 41Q: 3 clusters Score -808144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -808144.437500 Penalty: 4167.395508
	Iteration 42Q: 3 clusters Score -808144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -808144.437500 Penalty: 4167.395508
	Iteration 43F: 3 clusters Score -808144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Entering Unmasked Estep 
Score: -7785073.000000 Penalty: 2651.105957
	Iteration 0F: 2 clusters Score -7785073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -7756068.500000 Penalty: 5302.211914
	Iteration 0F: 3 clusters Score -7756068 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -7767338.500000 Penalty: 5302.211914
	Iteration 1F: 3 clusters Score -7767338 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7768106.000000 Penalty: 5302.211914
	Iteration 2Q: 3 clusters Score -7768106 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -7769082.000000 Penalty: 5302.211914
	Iteration 3Q: 3 clusters Score -7769082 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -7770417.500000 Penalty: 5302.211914
	Iteration 4F: 3 clusters Score -7770418 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -7772203.500000 Penalty: 5302.211914
	Iteration 5F: 3 clusters Score -7772204 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -7774276.500000 Penalty: 5302.211914
	Iteration 6F: 3 clusters Score -7774276 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -7776472.500000 Penalty: 5302.211914
	Iteration 7F: 3 clusters Score -7776472 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -7778545.000000 Penalty: 5302.211914
	Iteration 8F: 3 clusters Score -7778545 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7780252.000000 Penalty: 5302.211914
	Iteration 9Q: 3 clusters Score -7780252 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7781427.500000 Penalty: 5302.211914
	Iteration 10Q: 3 clusters Score -7781428 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7782014.000000 Penalty: 5302.211914
	Iteration 11Q: 3 clusters Score -7782014 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7782355.500000 Penalty: 5302.211914
	Iteration 12Q: 3 clusters Score -7782356 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7782542.500000 Penalty: 5302.211914
	Iteration 13Q: 3 clusters Score -7782542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7782669.000000 Penalty: 5302.211914
	Iteration 14Q: 3 clusters Score -7782669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7782720.500000 Penalty: 5302.211914
	Iteration 15Q: 3 clusters Score -7782720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7782774.500000 Penalty: 5302.211914
	Iteration 16Q: 3 clusters Score -7782774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7782803.500000 Penalty: 5302.211914
	Iteration 17Q: 3 clusters Score -7782804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7782822.500000 Penalty: 5302.211914
	Iteration 18Q: 3 clusters Score -7782822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7782835.000000 Penalty: 5302.211914
	Iteration 19Q: 3 clusters Score -7782835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7782847.500000 Penalty: 5302.211914
	Iteration 20F: 3 clusters Score -7782848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7782847.000000 Penalty: 5302.211914
	Iteration 21Q: 3 clusters Score -7782847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7782847.000000 Penalty: 5302.211914
	Iteration 22Q: 3 clusters Score -7782847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7782853.000000 Penalty: 5302.211914
	Iteration 23Q: 3 clusters Score -7782853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7782865.500000 Penalty: 5302.211914
	Iteration 24Q: 3 clusters Score -7782866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7782870.500000 Penalty: 5302.211914
	Iteration 25Q: 3 clusters Score -7782870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7782883.000000 Penalty: 5302.211914
	Iteration 26Q: 3 clusters Score -7782883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7782889.500000 Penalty: 5302.211914
	Iteration 27Q: 3 clusters Score -7782890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7782887.000000 Penalty: 5302.211914
	Iteration 28Q: 3 clusters Score -7782887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7782888.000000 Penalty: 5302.211914
	Iteration 29Q: 3 clusters Score -7782888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7782888.000000 Penalty: 5302.211914
	Iteration 30F: 3 clusters Score -7782888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Entering Unmasked Estep 
Score: -8347303.500000 Penalty: 2667.114258
	Iteration 0F: 2 clusters Score -8347304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8316917.500000 Penalty: 5334.228516
	Iteration 0F: 3 clusters Score -8316918 nChanged 21519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8329260.500000 Penalty: 5334.228516
	Iteration 1F: 3 clusters Score -8329260 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -8329974.000000 Penalty: 5334.228516
	Iteration 2Q: 3 clusters Score -8329974 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -8330813.500000 Penalty: 5334.228516
	Iteration 3Q: 3 clusters Score -8330814 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -8331949.500000 Penalty: 5334.228516
	Iteration 4F: 3 clusters Score -8331950 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -8333438.500000 Penalty: 5334.228516
	Iteration 5F: 3 clusters Score -8333438 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -8335274.000000 Penalty: 5334.228516
	Iteration 6F: 3 clusters Score -8335274 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -8337152.000000 Penalty: 5334.228516
	Iteration 7F: 3 clusters Score -8337152 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8339021.000000 Penalty: 5334.228516
	Iteration 8F: 3 clusters Score -8339021 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -8340678.500000 Penalty: 5334.228516
	Iteration 9F: 3 clusters Score -8340678 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -8342099.000000 Penalty: 5334.228516
	Iteration 10Q: 3 clusters Score -8342099 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8343249.000000 Penalty: 5334.228516
	Iteration 11Q: 3 clusters Score -8343249 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8344012.000000 Penalty: 5334.228516
	Iteration 12Q: 3 clusters Score -8344012 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8344489.000000 Penalty: 5334.228516
	Iteration 13Q: 3 clusters Score -8344489 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8344817.000000 Penalty: 5334.228516
	Iteration 14Q: 3 clusters Score -8344817 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -8345002.500000 Penalty: 5334.228516
	Iteration 15Q: 3 clusters Score -8345002 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -8345117.000000 Penalty: 5334.228516
	Iteration 16Q: 3 clusters Score -8345117 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8345189.500000 Penalty: 5334.228516
	Iteration 17Q: 3 clusters Score -8345190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -8345238.500000 Penalty: 5334.228516
	Iteration 18Q: 3 clusters Score -8345238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -8345270.500000 Penalty: 5334.228516
	Iteration 19Q: 3 clusters Score -8345270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -8345311.000000 Penalty: 5334.228516
	Iteration 20F: 3 clusters Score -8345311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8345330.500000 Penalty: 5334.228516
	Iteration 21Q: 3 clusters Score -8345330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -8345348.500000 Penalty: 5334.228516
	Iteration 22Q: 3 clusters Score -8345348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -8345344.500000 Penalty: 5334.228516
	Iteration 23Q: 3 clusters Score -8345344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -8345366.000000 Penalty: 5334.228516
	Iteration 24Q: 3 clusters Score -8345366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8345390.000000 Penalty: 5334.228516
	Iteration 25Q: 3 clusters Score -8345390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -8345393.500000 Penalty: 5334.228516
	Iteration 26Q: 3 clusters Score -8345394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -8345395.500000 Penalty: 5334.228516
	Iteration 27Q: 3 clusters Score -8345396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8345391.500000 Penalty: 5334.228516
	Iteration 28Q: 3 clusters Score -8345392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8345404.000000 Penalty: 5334.228516
	Iteration 29Q: 3 clusters Score -8345404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -8345397.500000 Penalty: 5334.228516
	Iteration 30Q: 3 clusters Score -8345398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -8345404.500000 Penalty: 5334.228516
	Iteration 31Q: 3 clusters Score -8345404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -8345391.000000 Penalty: 5334.228516
	Iteration 32Q: 3 clusters Score -8345391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8345393.000000 Penalty: 5334.228516
	Iteration 33Q: 3 clusters Score -8345393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -8345390.000000 Penalty: 5334.228516
	Iteration 34Q: 3 clusters Score -8345390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -8345402.000000 Penalty: 5334.228516
	Iteration 35Q: 3 clusters Score -8345402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8345406.500000 Penalty: 5334.228516
	Iteration 36Q: 3 clusters Score -8345406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8345407.000000 Penalty: 5334.228516
	Iteration 37Q: 3 clusters Score -8345407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8345409.500000 Penalty: 5334.228516
	Iteration 38Q: 3 clusters Score -8345410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8345409.500000 Penalty: 5334.228516
	Iteration 39F: 3 clusters Score -8345410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Entering Unmasked Estep 
Score: -8130946.500000 Penalty: 2656.480225
	Iteration 0F: 2 clusters Score -8130946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -8101868.500000 Penalty: 5312.960449
	Iteration 0F: 3 clusters Score -8101868 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -8113031.500000 Penalty: 5312.960449
	Iteration 1F: 3 clusters Score -8113032 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -8113558.500000 Penalty: 5312.960449
	Iteration 2Q: 3 clusters Score -8113558 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8114047.500000 Penalty: 5312.960449
	Iteration 3Q: 3 clusters Score -8114048 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -8114425.500000 Penalty: 5312.960449
	Iteration 4Q: 3 clusters Score -8114426 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8114846.000000 Penalty: 5312.960449
	Iteration 5Q: 3 clusters Score -8114846 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -8115308.500000 Penalty: 5312.960449
	Iteration 6Q: 3 clusters Score -8115308 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -8115792.000000 Penalty: 5312.960449
	Iteration 7Q: 3 clusters Score -8115792 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8116496.000000 Penalty: 5312.960449
	Iteration 8Q: 3 clusters Score -8116496 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -8117457.500000 Penalty: 5312.960449
	Iteration 9Q: 3 clusters Score -8117458 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8118852.000000 Penalty: 5312.960449
	Iteration 10Q: 3 clusters Score -8118852 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8120722.000000 Penalty: 5312.960449
	Iteration 11F: 3 clusters Score -8120722 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -8122354.000000 Penalty: 5312.960449
	Iteration 12F: 3 clusters Score -8122354 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8123257.000000 Penalty: 5312.960449
	Iteration 13Q: 3 clusters Score -8123257 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8123646.500000 Penalty: 5312.960449
	Iteration 14Q: 3 clusters Score -8123646 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -8123815.000000 Penalty: 5312.960449
	Iteration 15Q: 3 clusters Score -8123815 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -8123928.000000 Penalty: 5312.960449
	Iteration 16Q: 3 clusters Score -8123928 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8123998.500000 Penalty: 5312.960449
	Iteration 17Q: 3 clusters Score -8123998 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8124090.000000 Penalty: 5312.960449
	Iteration 18Q: 3 clusters Score -8124090 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8124163.500000 Penalty: 5312.960449
	Iteration 19Q: 3 clusters Score -8124164 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -8124200.500000 Penalty: 5312.960449
	Iteration 20F: 3 clusters Score -8124200 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -8124249.000000 Penalty: 5312.960449
	Iteration 21Q: 3 clusters Score -8124249 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -8124312.500000 Penalty: 5312.960449
	Iteration 22Q: 3 clusters Score -8124312 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8124360.500000 Penalty: 5312.960449
	Iteration 23Q: 3 clusters Score -8124360 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8124384.000000 Penalty: 5312.960449
	Iteration 24Q: 3 clusters Score -8124384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -8124418.000000 Penalty: 5312.960449
	Iteration 25Q: 3 clusters Score -8124418 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -8124465.500000 Penalty: 5312.960449
	Iteration 26Q: 3 clusters Score -8124466 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -8124480.500000 Penalty: 5312.960449
	Iteration 27Q: 3 clusters Score -8124480 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -8124510.500000 Penalty: 5312.960449
	Iteration 28Q: 3 clusters Score -8124510 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -8124555.500000 Penalty: 5312.960449
	Iteration 29Q: 3 clusters Score -8124556 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8124620.500000 Penalty: 5312.960449
	Iteration 30Q: 3 clusters Score -8124620 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -8124662.500000 Penalty: 5312.960449
	Iteration 31Q: 3 clusters Score -8124662 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -8124689.500000 Penalty: 5312.960449
	Iteration 32Q: 3 clusters Score -8124690 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -8124724.500000 Penalty: 5312.960449
	Iteration 33Q: 3 clusters Score -8124724 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8124761.000000 Penalty: 5312.960449
	Iteration 34Q: 3 clusters Score -8124761 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -8124831.500000 Penalty: 5312.960449
	Iteration 35Q: 3 clusters Score -8124832 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -8124875.000000 Penalty: 5312.960449
	Iteration 36Q: 3 clusters Score -8124875 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -8124915.000000 Penalty: 5312.960449
	Iteration 37Q: 3 clusters Score -8124915 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -8124957.500000 Penalty: 5312.960449
	Iteration 38Q: 3 clusters Score -8124958 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -8124971.000000 Penalty: 5312.960449
	Iteration 39Q: 3 clusters Score -8124971 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -8124994.000000 Penalty: 5312.960449
	Iteration 40F: 3 clusters Score -8124994 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -8125040.000000 Penalty: 5312.960449
	Iteration 41Q: 3 clusters Score -8125040 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -8125067.500000 Penalty: 5312.960449
	Iteration 42Q: 3 clusters Score -8125068 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -8125133.000000 Penalty: 5312.960449
	Iteration 43Q: 3 clusters Score -8125133 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -8125165.000000 Penalty: 5312.960449
	Iteration 44Q: 3 clusters Score -8125165 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -8125201.000000 Penalty: 5312.960449
	Iteration 45Q: 3 clusters Score -8125201 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -8125210.500000 Penalty: 5312.960449
	Iteration 46Q: 3 clusters Score -8125210 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -8125225.000000 Penalty: 5312.960449
	Iteration 47Q: 3 clusters Score -8125225 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -8125261.000000 Penalty: 5312.960449
	Iteration 48Q: 3 clusters Score -8125261 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -8125290.000000 Penalty: 5312.960449
	Iteration 49Q: 3 clusters Score -8125290 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -8125338.000000 Penalty: 5312.960449
	Iteration 50Q: 3 clusters Score -8125338 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -8125414.000000 Penalty: 5312.960449
	Iteration 51Q: 3 clusters Score -8125414 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -8125499.500000 Penalty: 5312.960449
	Iteration 52Q: 3 clusters Score -8125500 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -8125567.000000 Penalty: 5312.960449
	Iteration 53Q: 3 clusters Score -8125567 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -8125620.500000 Penalty: 5312.960449
	Iteration 54Q: 3 clusters Score -8125620 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -8125658.500000 Penalty: 5312.960449
	Iteration 55Q: 3 clusters Score -8125658 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -8125700.000000 Penalty: 5312.960449
	Iteration 56Q: 3 clusters Score -8125700 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -8125781.000000 Penalty: 5312.960449
	Iteration 57Q: 3 clusters Score -8125781 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -8125866.000000 Penalty: 5312.960449
	Iteration 58Q: 3 clusters Score -8125866 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -8125945.000000 Penalty: 5312.960449
	Iteration 59Q: 3 clusters Score -8125945 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -8126052.000000 Penalty: 5312.960449
	Iteration 60F: 3 clusters Score -8126052 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -8126173.000000 Penalty: 5312.960449
	Iteration 61Q: 3 clusters Score -8126173 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -8126269.000000 Penalty: 5312.960449
	Iteration 62Q: 3 clusters Score -8126269 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -8126383.500000 Penalty: 5312.960449
	Iteration 63Q: 3 clusters Score -8126384 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -8126451.000000 Penalty: 5312.960449
	Iteration 64Q: 3 clusters Score -8126451 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -8126601.500000 Penalty: 5312.960449
	Iteration 65Q: 3 clusters Score -8126602 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -8126720.000000 Penalty: 5312.960449
	Iteration 66Q: 3 clusters Score -8126720 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -8126830.000000 Penalty: 5312.960449
	Iteration 67Q: 3 clusters Score -8126830 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -8126951.000000 Penalty: 5312.960449
	Iteration 68Q: 3 clusters Score -8126951 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -8127083.500000 Penalty: 5312.960449
	Iteration 69Q: 3 clusters Score -8127084 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -8127218.500000 Penalty: 5312.960449
	Iteration 70Q: 3 clusters Score -8127218 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -8127354.000000 Penalty: 5312.960449
	Iteration 71Q: 3 clusters Score -8127354 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -8127425.000000 Penalty: 5312.960449
	Iteration 72Q: 3 clusters Score -8127425 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -8127526.000000 Penalty: 5312.960449
	Iteration 73Q: 3 clusters Score -8127526 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -8127634.500000 Penalty: 5312.960449
	Iteration 74Q: 3 clusters Score -8127634 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8127749.000000 Penalty: 5312.960449
	Iteration 75Q: 3 clusters Score -8127749 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -8127859.000000 Penalty: 5312.960449
	Iteration 76Q: 3 clusters Score -8127859 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -8127952.000000 Penalty: 5312.960449
	Iteration 77Q: 3 clusters Score -8127952 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -8128021.500000 Penalty: 5312.960449
	Iteration 78Q: 3 clusters Score -8128022 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8128103.000000 Penalty: 5312.960449
	Iteration 79Q: 3 clusters Score -8128103 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -8128165.500000 Penalty: 5312.960449
	Iteration 80F: 3 clusters Score -8128166 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -8128230.500000 Penalty: 5312.960449
	Iteration 81Q: 3 clusters Score -8128230 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8128327.500000 Penalty: 5312.960449
	Iteration 82Q: 3 clusters Score -8128328 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8128380.500000 Penalty: 5312.960449
	Iteration 83Q: 3 clusters Score -8128380 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8128423.500000 Penalty: 5312.960449
	Iteration 84Q: 3 clusters Score -8128424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -8128470.000000 Penalty: 5312.960449
	Iteration 85Q: 3 clusters Score -8128470 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8128509.500000 Penalty: 5312.960449
	Iteration 86Q: 3 clusters Score -8128510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8128555.500000 Penalty: 5312.960449
	Iteration 87Q: 3 clusters Score -8128556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8128569.500000 Penalty: 5312.960449
	Iteration 88Q: 3 clusters Score -8128570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8128598.000000 Penalty: 5312.960449
	Iteration 89Q: 3 clusters Score -8128598 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -8128655.000000 Penalty: 5312.960449
	Iteration 90Q: 3 clusters Score -8128655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8128681.000000 Penalty: 5312.960449
	Iteration 91Q: 3 clusters Score -8128681 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8128705.500000 Penalty: 5312.960449
	Iteration 92Q: 3 clusters Score -8128706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8128693.500000 Penalty: 5312.960449
	Iteration 93Q: 3 clusters Score -8128694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8128719.500000 Penalty: 5312.960449
	Iteration 94Q: 3 clusters Score -8128720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8128749.500000 Penalty: 5312.960449
	Iteration 95Q: 3 clusters Score -8128750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8128757.000000 Penalty: 5312.960449
	Iteration 96Q: 3 clusters Score -8128757 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -8128772.000000 Penalty: 5312.960449
	Iteration 97Q: 3 clusters Score -8128772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -8128777.000000 Penalty: 5312.960449
	Iteration 98Q: 3 clusters Score -8128777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -8128795.000000 Penalty: 5312.960449
	Iteration 99Q: 3 clusters Score -8128795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8128813.500000 Penalty: 5312.960449
	Iteration 100F: 3 clusters Score -8128814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8128823.500000 Penalty: 5312.960449
	Iteration 101Q: 3 clusters Score -8128824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8128833.000000 Penalty: 5312.960449
	Iteration 102Q: 3 clusters Score -8128833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8128820.500000 Penalty: 5312.960449
	Iteration 103Q: 3 clusters Score -8128820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8128836.000000 Penalty: 5312.960449
	Iteration 104Q: 3 clusters Score -8128836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8128834.500000 Penalty: 5312.960449
	Iteration 105Q: 3 clusters Score -8128834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8128856.000000 Penalty: 5312.960449
	Iteration 106Q: 3 clusters Score -8128856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8128854.500000 Penalty: 5312.960449
	Iteration 107Q: 3 clusters Score -8128854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8128858.500000 Penalty: 5312.960449
	Iteration 108Q: 3 clusters Score -8128858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8128862.500000 Penalty: 5312.960449
	Iteration 109Q: 3 clusters Score -8128862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8128869.000000 Penalty: 5312.960449
	Iteration 110Q: 3 clusters Score -8128869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8128865.000000 Penalty: 5312.960449
	Iteration 111Q: 3 clusters Score -8128865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8128875.000000 Penalty: 5312.960449
	Iteration 112Q: 3 clusters Score -8128875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8128876.500000 Penalty: 5312.960449
	Iteration 113Q: 3 clusters Score -8128876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8128881.500000 Penalty: 5312.960449
	Iteration 114Q: 3 clusters Score -8128882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -8128884.500000 Penalty: 5312.960449
	Iteration 115Q: 3 clusters Score -8128884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -8128885.500000 Penalty: 5312.960449
	Iteration 116Q: 3 clusters Score -8128886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8128891.000000 Penalty: 5312.960449
	Iteration 117Q: 3 clusters Score -8128891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8128894.000000 Penalty: 5312.960449
	Iteration 118Q: 3 clusters Score -8128894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8128893.500000 Penalty: 5312.960449
	Iteration 119Q: 3 clusters Score -8128894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8128893.500000 Penalty: 5312.960449
	Iteration 120F: 3 clusters Score -8128894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Entering Unmasked Estep 
Score: -8318535.500000 Penalty: 2660.329834
	Iteration 0F: 2 clusters Score -8318536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8289813.500000 Penalty: 5320.659668
	Iteration 0F: 3 clusters Score -8289814 nChanged 20979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -8301417.000000 Penalty: 5320.659668
	Iteration 1F: 3 clusters Score -8301417 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -8301982.000000 Penalty: 5320.659668
	Iteration 2Q: 3 clusters Score -8301982 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8302515.500000 Penalty: 5320.659668
	Iteration 3Q: 3 clusters Score -8302516 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8303056.500000 Penalty: 5320.659668
	Iteration 4Q: 3 clusters Score -8303056 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -8303737.000000 Penalty: 5320.659668
	Iteration 5Q: 3 clusters Score -8303737 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -8304395.000000 Penalty: 5320.659668
	Iteration 6Q: 3 clusters Score -8304395 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8305246.500000 Penalty: 5320.659668
	Iteration 7Q: 3 clusters Score -8305246 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -8306144.000000 Penalty: 5320.659668
	Iteration 8Q: 3 clusters Score -8306144 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -8307046.500000 Penalty: 5320.659668
	Iteration 9Q: 3 clusters Score -8307046 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8308005.000000 Penalty: 5320.659668
	Iteration 10Q: 3 clusters Score -8308005 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -8308770.000000 Penalty: 5320.659668
	Iteration 11Q: 3 clusters Score -8308770 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -8309665.500000 Penalty: 5320.659668
	Iteration 12Q: 3 clusters Score -8309666 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -8310526.000000 Penalty: 5320.659668
	Iteration 13Q: 3 clusters Score -8310526 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -8311352.000000 Penalty: 5320.659668
	Iteration 14Q: 3 clusters Score -8311352 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -8312197.500000 Penalty: 5320.659668
	Iteration 15Q: 3 clusters Score -8312198 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -8312940.000000 Penalty: 5320.659668
	Iteration 16Q: 3 clusters Score -8312940 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -8313587.000000 Penalty: 5320.659668
	Iteration 17Q: 3 clusters Score -8313587 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -8314085.500000 Penalty: 5320.659668
	Iteration 18Q: 3 clusters Score -8314086 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -8314503.500000 Penalty: 5320.659668
	Iteration 19Q: 3 clusters Score -8314504 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -8314856.000000 Penalty: 5320.659668
	Iteration 20F: 3 clusters Score -8314856 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -8315175.500000 Penalty: 5320.659668
	Iteration 21Q: 3 clusters Score -8315176 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -8315489.500000 Penalty: 5320.659668
	Iteration 22Q: 3 clusters Score -8315490 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -8315679.500000 Penalty: 5320.659668
	Iteration 23Q: 3 clusters Score -8315680 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -8315969.500000 Penalty: 5320.659668
	Iteration 24Q: 3 clusters Score -8315970 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -8316231.000000 Penalty: 5320.659668
	Iteration 25Q: 3 clusters Score -8316231 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8316442.000000 Penalty: 5320.659668
	Iteration 26Q: 3 clusters Score -8316442 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8316706.500000 Penalty: 5320.659668
	Iteration 27Q: 3 clusters Score -8316706 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -8316838.000000 Penalty: 5320.659668
	Iteration 28Q: 3 clusters Score -8316838 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -8316995.000000 Penalty: 5320.659668
	Iteration 29Q: 3 clusters Score -8316995 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8317142.000000 Penalty: 5320.659668
	Iteration 30Q: 3 clusters Score -8317142 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8317230.500000 Penalty: 5320.659668
	Iteration 31Q: 3 clusters Score -8317230 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8317304.500000 Penalty: 5320.659668
	Iteration 32Q: 3 clusters Score -8317304 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8317387.000000 Penalty: 5320.659668
	Iteration 33Q: 3 clusters Score -8317387 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8317494.000000 Penalty: 5320.659668
	Iteration 34Q: 3 clusters Score -8317494 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8317590.500000 Penalty: 5320.659668
	Iteration 35Q: 3 clusters Score -8317590 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8317681.500000 Penalty: 5320.659668
	Iteration 36Q: 3 clusters Score -8317682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8317745.000000 Penalty: 5320.659668
	Iteration 37Q: 3 clusters Score -8317745 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8317810.000000 Penalty: 5320.659668
	Iteration 38Q: 3 clusters Score -8317810 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8317840.000000 Penalty: 5320.659668
	Iteration 39Q: 3 clusters Score -8317840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8317898.500000 Penalty: 5320.659668
	Iteration 40F: 3 clusters Score -8317898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8317927.000000 Penalty: 5320.659668
	Iteration 41Q: 3 clusters Score -8317927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8317948.500000 Penalty: 5320.659668
	Iteration 42Q: 3 clusters Score -8317948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8317955.500000 Penalty: 5320.659668
	Iteration 43Q: 3 clusters Score -8317956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8317962.500000 Penalty: 5320.659668
	Iteration 44Q: 3 clusters Score -8317962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8317969.500000 Penalty: 5320.659668
	Iteration 45Q: 3 clusters Score -8317970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8317978.000000 Penalty: 5320.659668
	Iteration 46Q: 3 clusters Score -8317978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8317981.500000 Penalty: 5320.659668
	Iteration 47Q: 3 clusters Score -8317982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8317977.500000 Penalty: 5320.659668
	Iteration 48Q: 3 clusters Score -8317978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8317977.500000 Penalty: 5320.659668
	Iteration 49Q: 3 clusters Score -8317978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8317977.500000 Penalty: 5320.659668
	Iteration 50F: 3 clusters Score -8317978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (44657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Entering Unmasked Estep 
Score: -7985305.000000 Penalty: 2655.278076
	Iteration 0F: 2 clusters Score -7985305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -7955996.500000 Penalty: 5310.556152
	Iteration 0F: 3 clusters Score -7955996 nChanged 20591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -7967685.000000 Penalty: 5310.556152
	Iteration 1F: 3 clusters Score -7967685 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -7968788.500000 Penalty: 5310.556152
	Iteration 2Q: 3 clusters Score -7968788 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -7969999.000000 Penalty: 5310.556152
	Iteration 3F: 3 clusters Score -7969999 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7971289.000000 Penalty: 5310.556152
	Iteration 4F: 3 clusters Score -7971289 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -7972671.500000 Penalty: 5310.556152
	Iteration 5F: 3 clusters Score -7972672 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -7973902.500000 Penalty: 5310.556152
	Iteration 6F: 3 clusters Score -7973902 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -7974911.500000 Penalty: 5310.556152
	Iteration 7Q: 3 clusters Score -7974912 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -7975749.000000 Penalty: 5310.556152
	Iteration 8Q: 3 clusters Score -7975749 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7976492.500000 Penalty: 5310.556152
	Iteration 9Q: 3 clusters Score -7976492 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -7977130.500000 Penalty: 5310.556152
	Iteration 10Q: 3 clusters Score -7977130 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -7977771.000000 Penalty: 5310.556152
	Iteration 11Q: 3 clusters Score -7977771 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -7978313.000000 Penalty: 5310.556152
	Iteration 12Q: 3 clusters Score -7978313 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -7978937.000000 Penalty: 5310.556152
	Iteration 13Q: 3 clusters Score -7978937 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -7979538.000000 Penalty: 5310.556152
	Iteration 14Q: 3 clusters Score -7979538 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -7980200.500000 Penalty: 5310.556152
	Iteration 15Q: 3 clusters Score -7980200 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -7980847.000000 Penalty: 5310.556152
	Iteration 16Q: 3 clusters Score -7980847 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7981366.500000 Penalty: 5310.556152
	Iteration 17Q: 3 clusters Score -7981366 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7981806.000000 Penalty: 5310.556152
	Iteration 18Q: 3 clusters Score -7981806 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7982090.000000 Penalty: 5310.556152
	Iteration 19Q: 3 clusters Score -7982090 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7982343.500000 Penalty: 5310.556152
	Iteration 20F: 3 clusters Score -7982344 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7982541.000000 Penalty: 5310.556152
	Iteration 21Q: 3 clusters Score -7982541 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7982698.500000 Penalty: 5310.556152
	Iteration 22Q: 3 clusters Score -7982698 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7982813.500000 Penalty: 5310.556152
	Iteration 23Q: 3 clusters Score -7982814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7982906.000000 Penalty: 5310.556152
	Iteration 24Q: 3 clusters Score -7982906 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7982975.000000 Penalty: 5310.556152
	Iteration 25Q: 3 clusters Score -7982975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7982995.500000 Penalty: 5310.556152
	Iteration 26Q: 3 clusters Score -7982996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7983017.000000 Penalty: 5310.556152
	Iteration 27Q: 3 clusters Score -7983017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7983061.500000 Penalty: 5310.556152
	Iteration 28Q: 3 clusters Score -7983062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7983075.500000 Penalty: 5310.556152
	Iteration 29Q: 3 clusters Score -7983076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7983084.000000 Penalty: 5310.556152
	Iteration 30Q: 3 clusters Score -7983084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7983085.500000 Penalty: 5310.556152
	Iteration 31Q: 3 clusters Score -7983086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7983089.500000 Penalty: 5310.556152
	Iteration 32Q: 3 clusters Score -7983090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7983089.500000 Penalty: 5310.556152
	Iteration 33Q: 3 clusters Score -7983090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7983114.000000 Penalty: 5310.556152
	Iteration 34Q: 3 clusters Score -7983114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7983120.500000 Penalty: 5310.556152
	Iteration 35Q: 3 clusters Score -7983120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7983119.000000 Penalty: 5310.556152
	Iteration 36Q: 3 clusters Score -7983119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7983118.500000 Penalty: 5310.556152
	Iteration 37Q: 3 clusters Score -7983118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7983128.500000 Penalty: 5310.556152
	Iteration 38Q: 3 clusters Score -7983128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7983144.500000 Penalty: 5310.556152
	Iteration 39Q: 3 clusters Score -7983144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7983146.500000 Penalty: 5310.556152
	Iteration 40F: 3 clusters Score -7983146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7983158.500000 Penalty: 5310.556152
	Iteration 41Q: 3 clusters Score -7983158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7983156.500000 Penalty: 5310.556152
	Iteration 42Q: 3 clusters Score -7983156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7983170.000000 Penalty: 5310.556152
	Iteration 43Q: 3 clusters Score -7983170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7983168.000000 Penalty: 5310.556152
	Iteration 44Q: 3 clusters Score -7983168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7983163.000000 Penalty: 5310.556152
	Iteration 45Q: 3 clusters Score -7983163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7983167.000000 Penalty: 5310.556152
	Iteration 46Q: 3 clusters Score -7983167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7983165.000000 Penalty: 5310.556152
	Iteration 47Q: 3 clusters Score -7983165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7983167.000000 Penalty: 5310.556152
	Iteration 48Q: 3 clusters Score -7983167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7983169.500000 Penalty: 5310.556152
	Iteration 49Q: 3 clusters Score -7983170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7983174.500000 Penalty: 5310.556152
	Iteration 50Q: 3 clusters Score -7983174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7983177.000000 Penalty: 5310.556152
	Iteration 51Q: 3 clusters Score -7983177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7983176.500000 Penalty: 5310.556152
	Iteration 52Q: 3 clusters Score -7983176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7983176.000000 Penalty: 5310.556152
	Iteration 53Q: 3 clusters Score -7983176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7983176.000000 Penalty: 5310.556152
	Iteration 54F: 3 clusters Score -7983176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Entering Unmasked Estep 
Score: -1211879.625000 Penalty: 2202.833252
	Iteration 0F: 2 clusters Score -1211880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1205981.875000 Penalty: 4405.666504
	Iteration 0F: 3 clusters Score -1205982 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1207657.750000 Penalty: 4405.666504
	Iteration 1F: 3 clusters Score -1207658 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1208097.750000 Penalty: 4405.666504
	Iteration 2F: 3 clusters Score -1208098 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1208678.375000 Penalty: 4405.666504
	Iteration 3F: 3 clusters Score -1208678 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1209377.125000 Penalty: 4405.666504
	Iteration 4F: 3 clusters Score -1209377 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1209999.750000 Penalty: 4405.666504
	Iteration 5F: 3 clusters Score -1210000 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1210441.250000 Penalty: 4405.666504
	Iteration 6F: 3 clusters Score -1210441 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1210718.375000 Penalty: 4405.666504
	Iteration 7Q: 3 clusters Score -1210718 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1210949.625000 Penalty: 4405.666504
	Iteration 8Q: 3 clusters Score -1210950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1211104.875000 Penalty: 4405.666504
	Iteration 9Q: 3 clusters Score -1211105 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1211238.500000 Penalty: 4405.666504
	Iteration 10Q: 3 clusters Score -1211238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1211341.875000 Penalty: 4405.666504
	Iteration 11Q: 3 clusters Score -1211342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1211443.375000 Penalty: 4405.666504
	Iteration 12Q: 3 clusters Score -1211443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1211514.500000 Penalty: 4405.666504
	Iteration 13Q: 3 clusters Score -1211514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1211553.875000 Penalty: 4405.666504
	Iteration 14Q: 3 clusters Score -1211554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1211587.375000 Penalty: 4405.666504
	Iteration 15Q: 3 clusters Score -1211587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1211602.875000 Penalty: 4405.666504
	Iteration 16Q: 3 clusters Score -1211603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1211616.875000 Penalty: 4405.666504
	Iteration 17Q: 3 clusters Score -1211617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1211631.375000 Penalty: 4405.666504
	Iteration 18Q: 3 clusters Score -1211631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1211645.875000 Penalty: 4405.666504
	Iteration 19Q: 3 clusters Score -1211646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1211654.875000 Penalty: 4405.666504
	Iteration 20F: 3 clusters Score -1211655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1211665.125000 Penalty: 4405.666504
	Iteration 21Q: 3 clusters Score -1211665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1211679.875000 Penalty: 4405.666504
	Iteration 22Q: 3 clusters Score -1211680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1211691.750000 Penalty: 4405.666504
	Iteration 23Q: 3 clusters Score -1211692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1211696.375000 Penalty: 4405.666504
	Iteration 24Q: 3 clusters Score -1211696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1211707.125000 Penalty: 4405.666504
	Iteration 25Q: 3 clusters Score -1211707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1211710.250000 Penalty: 4405.666504
	Iteration 26Q: 3 clusters Score -1211710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1211714.125000 Penalty: 4405.666504
	Iteration 27Q: 3 clusters Score -1211714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1211715.875000 Penalty: 4405.666504
	Iteration 28Q: 3 clusters Score -1211716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1211716.250000 Penalty: 4405.666504
	Iteration 29Q: 3 clusters Score -1211716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1211716.250000 Penalty: 4405.666504
	Iteration 30F: 3 clusters Score -1211716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Entering Unmasked Estep 
Score: -6935554.000000 Penalty: 2620.813721
	Iteration 0F: 2 clusters Score -6935554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -6909495.000000 Penalty: 5241.627441
	Iteration 0F: 3 clusters Score -6909495 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -6919131.000000 Penalty: 5241.627441
	Iteration 1F: 3 clusters Score -6919131 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -6919725.500000 Penalty: 5241.627441
	Iteration 2Q: 3 clusters Score -6919726 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -6920401.000000 Penalty: 5241.627441
	Iteration 3Q: 3 clusters Score -6920401 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -6920930.500000 Penalty: 5241.627441
	Iteration 4Q: 3 clusters Score -6920930 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -6921474.500000 Penalty: 5241.627441
	Iteration 5Q: 3 clusters Score -6921474 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -6921992.500000 Penalty: 5241.627441
	Iteration 6Q: 3 clusters Score -6921992 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -6922513.500000 Penalty: 5241.627441
	Iteration 7Q: 3 clusters Score -6922514 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6923062.000000 Penalty: 5241.627441
	Iteration 8Q: 3 clusters Score -6923062 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -6923652.500000 Penalty: 5241.627441
	Iteration 9Q: 3 clusters Score -6923652 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -6924402.500000 Penalty: 5241.627441
	Iteration 10Q: 3 clusters Score -6924402 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -6925184.000000 Penalty: 5241.627441
	Iteration 11Q: 3 clusters Score -6925184 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -6925945.500000 Penalty: 5241.627441
	Iteration 12Q: 3 clusters Score -6925946 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -6926872.500000 Penalty: 5241.627441
	Iteration 13Q: 3 clusters Score -6926872 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -6927908.000000 Penalty: 5241.627441
	Iteration 14Q: 3 clusters Score -6927908 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -6929006.000000 Penalty: 5241.627441
	Iteration 15Q: 3 clusters Score -6929006 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -6930098.000000 Penalty: 5241.627441
	Iteration 16Q: 3 clusters Score -6930098 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6931084.000000 Penalty: 5241.627441
	Iteration 17Q: 3 clusters Score -6931084 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6931880.500000 Penalty: 5241.627441
	Iteration 18Q: 3 clusters Score -6931880 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6932434.500000 Penalty: 5241.627441
	Iteration 19Q: 3 clusters Score -6932434 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6932806.500000 Penalty: 5241.627441
	Iteration 20F: 3 clusters Score -6932806 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6933082.500000 Penalty: 5241.627441
	Iteration 21Q: 3 clusters Score -6933082 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6933307.000000 Penalty: 5241.627441
	Iteration 22Q: 3 clusters Score -6933307 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6933398.500000 Penalty: 5241.627441
	Iteration 23Q: 3 clusters Score -6933398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6933421.500000 Penalty: 5241.627441
	Iteration 24Q: 3 clusters Score -6933422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6933467.500000 Penalty: 5241.627441
	Iteration 25Q: 3 clusters Score -6933468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6933502.500000 Penalty: 5241.627441
	Iteration 26Q: 3 clusters Score -6933502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6933524.000000 Penalty: 5241.627441
	Iteration 27Q: 3 clusters Score -6933524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6933543.000000 Penalty: 5241.627441
	Iteration 28Q: 3 clusters Score -6933543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6933559.500000 Penalty: 5241.627441
	Iteration 29Q: 3 clusters Score -6933560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6933564.000000 Penalty: 5241.627441
	Iteration 30Q: 3 clusters Score -6933564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6933584.500000 Penalty: 5241.627441
	Iteration 31Q: 3 clusters Score -6933584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6933582.000000 Penalty: 5241.627441
	Iteration 32Q: 3 clusters Score -6933582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6933586.500000 Penalty: 5241.627441
	Iteration 33Q: 3 clusters Score -6933586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6933585.500000 Penalty: 5241.627441
	Iteration 34Q: 3 clusters Score -6933586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6933589.500000 Penalty: 5241.627441
	Iteration 35Q: 3 clusters Score -6933590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6933588.500000 Penalty: 5241.627441
	Iteration 36Q: 3 clusters Score -6933588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6933584.500000 Penalty: 5241.627441
	Iteration 37Q: 3 clusters Score -6933584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6933584.500000 Penalty: 5241.627441
	Iteration 38F: 3 clusters Score -6933584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -54350.277344 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -54350.28 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 160 members 
Entering Unmasked Estep 
Score: -53046.761719 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -53046.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53242.992188 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -53242.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -53310.015625 Penalty: 2898.397949
	Iteration 2Q: 3 clusters Score -53310.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53348.691406 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -53348.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53375.375000 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -53375.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53384.257812 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -53384.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53390.480469 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -53390.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53390.480469 Penalty: 2898.397949
	Iteration 7F: 3 clusters Score -53390.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -207320.625000 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -207320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -205203.625000 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -205203.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -205547.328125 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -205547.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -205622.343750 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -205622.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -205671.937500 Penalty: 3522.431396
	Iteration 3Q: 3 clusters Score -205671.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -205705.953125 Penalty: 3522.431396
	Iteration 4Q: 3 clusters Score -205706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -205723.921875 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -205723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -205734.296875 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -205734.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -205745.937500 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -205745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -205753.750000 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -205753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -205768.421875 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -205768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -205776.031250 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -205776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -205783.890625 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -205783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -205792.546875 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -205792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -205799.375000 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -205799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -205805.328125 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -205805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -205808.375000 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -205808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -205808.375000 Penalty: 3522.431396
	Iteration 16F: 3 clusters Score -205808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (48542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Entering Unmasked Estep 
Score: -8739707.000000 Penalty: 2675.965820
	Iteration 0F: 2 clusters Score -8739707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -8709272.000000 Penalty: 5351.931641
	Iteration 0F: 3 clusters Score -8709272 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8721547.000000 Penalty: 5351.931641
	Iteration 1F: 3 clusters Score -8721547 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8722052.000000 Penalty: 5351.931641
	Iteration 2Q: 3 clusters Score -8722052 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -8722571.000000 Penalty: 5351.931641
	Iteration 3Q: 3 clusters Score -8722571 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -8723131.000000 Penalty: 5351.931641
	Iteration 4Q: 3 clusters Score -8723131 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -8723967.000000 Penalty: 5351.931641
	Iteration 5Q: 3 clusters Score -8723967 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -8725421.000000 Penalty: 5351.931641
	Iteration 6F: 3 clusters Score -8725421 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -8727712.000000 Penalty: 5351.931641
	Iteration 7F: 3 clusters Score -8727712 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -8730722.000000 Penalty: 5351.931641
	Iteration 8F: 3 clusters Score -8730722 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8733824.000000 Penalty: 5351.931641
	Iteration 9F: 3 clusters Score -8733824 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8735750.000000 Penalty: 5351.931641
	Iteration 10F: 3 clusters Score -8735750 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8736623.000000 Penalty: 5351.931641
	Iteration 11Q: 3 clusters Score -8736623 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8737004.000000 Penalty: 5351.931641
	Iteration 12Q: 3 clusters Score -8737004 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8737183.000000 Penalty: 5351.931641
	Iteration 13Q: 3 clusters Score -8737183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8737275.000000 Penalty: 5351.931641
	Iteration 14Q: 3 clusters Score -8737275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8737336.000000 Penalty: 5351.931641
	Iteration 15Q: 3 clusters Score -8737336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8737355.000000 Penalty: 5351.931641
	Iteration 16Q: 3 clusters Score -8737355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8737373.000000 Penalty: 5351.931641
	Iteration 17Q: 3 clusters Score -8737373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8737384.000000 Penalty: 5351.931641
	Iteration 18Q: 3 clusters Score -8737384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8737412.000000 Penalty: 5351.931641
	Iteration 19Q: 3 clusters Score -8737412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8737418.000000 Penalty: 5351.931641
	Iteration 20F: 3 clusters Score -8737418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8737432.000000 Penalty: 5351.931641
	Iteration 21Q: 3 clusters Score -8737432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8737442.000000 Penalty: 5351.931641
	Iteration 22Q: 3 clusters Score -8737442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8737449.000000 Penalty: 5351.931641
	Iteration 23Q: 3 clusters Score -8737449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8737449.000000 Penalty: 5351.931641
	Iteration 24Q: 3 clusters Score -8737449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8737446.000000 Penalty: 5351.931641
	Iteration 25Q: 3 clusters Score -8737446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8737446.000000 Penalty: 5351.931641
	Iteration 26F: 3 clusters Score -8737446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -130832.320312 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -130832.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -129044.429688 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -129044.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -129376.265625 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -129376.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -129604.484375 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -129604.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -129748.757812 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -129748.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -129887.351562 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -129887.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -130030.390625 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -130030.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -130137.710938 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -130137.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -130235.179688 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -130235.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -130284.953125 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -130285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -130302.867188 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -130302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -130316.320312 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -130316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -130327.187500 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -130327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -130333.335938 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -130333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -130337.164062 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -130337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -130340.078125 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -130340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -130340.078125 Penalty: 3365.651611
	Iteration 15F: 3 clusters Score -130340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 49445 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 7619 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 47377 members 
Mstep: Class 10 contains 51680 members 
Mstep: Class 11 contains 46723 members 
Mstep: Class 12 contains 34733 members 
Mstep: Class 13 contains 53124 members 
Mstep: Class 14 contains 48291 members 
Mstep: Class 15 contains 47245 members 
Mstep: Class 16 contains 36116 members 
Mstep: Class 17 contains 20623 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 46350 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44781 members 
Mstep: Class 26 contains 9310 members 
Mstep: Class 27 contains 46637 members 
Mstep: Class 28 contains 42507 members 
Mstep: Class 29 contains 42298 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 43912 members 
Mstep: Class 32 contains 46840 members 
Mstep: Class 33 contains 44874 members 
Mstep: Class 34 contains 45576 members 
Mstep: Class 35 contains 44657 members 
Mstep: Class 36 contains 7204 members 
Mstep: Class 37 contains 38863 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 48542 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414720.000000 Penalty: 141646.312500
Iteration 119Q: 42 clusters Score -1.964147e+08 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15539 members 
Mstep: Class 3 contains 16446 members 
Mstep: Class 4 contains 49516 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 7602 members 
Mstep: Class 8 contains 41089 members 
Mstep: Class 9 contains 47414 members 
Mstep: Class 10 contains 51641 members 
Mstep: Class 11 contains 46997 members 
Mstep: Class 12 contains 34787 members 
Mstep: Class 13 contains 53311 members 
Mstep: Class 14 contains 48139 members 
Mstep: Class 15 contains 47177 members 
Mstep: Class 16 contains 36136 members 
Mstep: Class 17 contains 20582 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 46351 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 44709 members 
Mstep: Class 26 contains 9302 members 
Mstep: Class 27 contains 46642 members 
Mstep: Class 28 contains 42428 members 
Mstep: Class 29 contains 42243 members 
Mstep: Class 30 contains 4372 members 
Mstep: Class 31 contains 43879 members 
Mstep: Class 32 contains 47115 members 
Mstep: Class 33 contains 44726 members 
Mstep: Class 34 contains 45479 members 
Mstep: Class 35 contains 44645 members 
Mstep: Class 36 contains 7223 members 
Mstep: Class 37 contains 38845 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 48519 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414960.000000 Penalty: 141646.312500
Iteration 120F: 42 clusters Score -1.96415e+08 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15533 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 49588 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 16379 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 41109 members 
Mstep: Class 9 contains 47417 members 
Mstep: Class 10 contains 51615 members 
Mstep: Class 11 contains 47244 members 
Mstep: Class 12 contains 34870 members 
Mstep: Class 13 contains 53564 members 
Mstep: Class 14 contains 47989 members 
Mstep: Class 15 contains 47108 members 
Mstep: Class 16 contains 36160 members 
Mstep: Class 17 contains 20545 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 7765 members 
Mstep: Class 22 contains 13407 members 
Mstep: Class 23 contains 46329 members 
Mstep: Class 24 contains 636 members 
Mstep: Class 25 contains 44618 members 
Mstep: Class 26 contains 9290 members 
Mstep: Class 27 contains 46645 members 
Mstep: Class 28 contains 42340 members 
Mstep: Class 29 contains 42184 members 
Mstep: Class 30 contains 4286 members 
Mstep: Class 31 contains 43847 members 
Mstep: Class 32 contains 47406 members 
Mstep: Class 33 contains 44579 members 
Mstep: Class 34 contains 45362 members 
Mstep: Class 35 contains 44622 members 
Mstep: Class 36 contains 7233 members 
Mstep: Class 37 contains 38840 members 
Mstep: Class 38 contains 342 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 48523 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415488.000000 Penalty: 141646.312500
Iteration 121Q: 42 clusters Score -1.964155e+08 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 16434 members 
Mstep: Class 4 contains 49665 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 41126 members 
Mstep: Class 9 contains 47442 members 
Mstep: Class 10 contains 51609 members 
Mstep: Class 11 contains 47463 members 
Mstep: Class 12 contains 34964 members 
Mstep: Class 13 contains 53780 members 
Mstep: Class 14 contains 47858 members 
Mstep: Class 15 contains 47051 members 
Mstep: Class 16 contains 36179 members 
Mstep: Class 17 contains 20496 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 13417 members 
Mstep: Class 23 contains 46371 members 
Mstep: Class 24 contains 636 members 
Mstep: Class 25 contains 44547 members 
Mstep: Class 26 contains 9275 members 
Mstep: Class 27 contains 46649 members 
Mstep: Class 28 contains 42191 members 
Mstep: Class 29 contains 42105 members 
Mstep: Class 30 contains 4186 members 
Mstep: Class 31 contains 43804 members 
Mstep: Class 32 contains 47742 members 
Mstep: Class 33 contains 44461 members 
Mstep: Class 34 contains 45259 members 
Mstep: Class 35 contains 44562 members 
Mstep: Class 36 contains 7236 members 
Mstep: Class 37 contains 38827 members 
Mstep: Class 38 contains 326 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 48513 members 
Mstep: Class 41 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415616.000000 Penalty: 141646.312500
Iteration 122Q: 42 clusters Score -1.964156e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15515 members 
Mstep: Class 3 contains 16439 members 
Mstep: Class 4 contains 49729 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 41141 members 
Mstep: Class 9 contains 47432 members 
Mstep: Class 10 contains 51576 members 
Mstep: Class 11 contains 47688 members 
Mstep: Class 12 contains 35074 members 
Mstep: Class 13 contains 53996 members 
Mstep: Class 14 contains 47715 members 
Mstep: Class 15 contains 47013 members 
Mstep: Class 16 contains 36193 members 
Mstep: Class 17 contains 20444 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 7785 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 46395 members 
Mstep: Class 24 contains 638 members 
Mstep: Class 25 contains 44450 members 
Mstep: Class 26 contains 9263 members 
Mstep: Class 27 contains 46655 members 
Mstep: Class 28 contains 42020 members 
Mstep: Class 29 contains 42051 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 43779 members 
Mstep: Class 32 contains 48099 members 
Mstep: Class 33 contains 44334 members 
Mstep: Class 34 contains 45155 members 
Mstep: Class 35 contains 44532 members 
Mstep: Class 36 contains 7243 members 
Mstep: Class 37 contains 38817 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 48495 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415744.000000 Penalty: 141646.312500
Iteration 123Q: 42 clusters Score -1.964157e+08 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15516 members 
Mstep: Class 3 contains 16441 members 
Mstep: Class 4 contains 49784 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 7444 members 
Mstep: Class 8 contains 41152 members 
Mstep: Class 9 contains 47402 members 
Mstep: Class 10 contains 51548 members 
Mstep: Class 11 contains 47874 members 
Mstep: Class 12 contains 35181 members 
Mstep: Class 13 contains 54217 members 
Mstep: Class 14 contains 47588 members 
Mstep: Class 15 contains 46991 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 20388 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 13443 members 
Mstep: Class 23 contains 46415 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 44361 members 
Mstep: Class 26 contains 9259 members 
Mstep: Class 27 contains 46661 members 
Mstep: Class 28 contains 41877 members 
Mstep: Class 29 contains 41983 members 
Mstep: Class 30 contains 4007 members 
Mstep: Class 31 contains 43741 members 
Mstep: Class 32 contains 48459 members 
Mstep: Class 33 contains 44247 members 
Mstep: Class 34 contains 45055 members 
Mstep: Class 35 contains 44486 members 
Mstep: Class 36 contains 7255 members 
Mstep: Class 37 contains 38798 members 
Mstep: Class 38 contains 285 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 48484 members 
Mstep: Class 41 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415984.000000 Penalty: 141646.312500
Iteration 124Q: 42 clusters Score -1.96416e+08 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 16454 members 
Mstep: Class 4 contains 49856 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16341 members 
Mstep: Class 7 contains 7416 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47399 members 
Mstep: Class 10 contains 51524 members 
Mstep: Class 11 contains 48084 members 
Mstep: Class 12 contains 35275 members 
Mstep: Class 13 contains 54547 members 
Mstep: Class 14 contains 47440 members 
Mstep: Class 15 contains 46958 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 20343 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 7808 members 
Mstep: Class 22 contains 13453 members 
Mstep: Class 23 contains 46442 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44275 members 
Mstep: Class 26 contains 9244 members 
Mstep: Class 27 contains 46666 members 
Mstep: Class 28 contains 41717 members 
Mstep: Class 29 contains 41872 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 43706 members 
Mstep: Class 32 contains 48676 members 
Mstep: Class 33 contains 44163 members 
Mstep: Class 34 contains 44980 members 
Mstep: Class 35 contains 44427 members 
Mstep: Class 36 contains 7267 members 
Mstep: Class 37 contains 38784 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 48463 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416368.000000 Penalty: 141646.312500
Iteration 125Q: 42 clusters Score -1.964164e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15508 members 
Mstep: Class 3 contains 16446 members 
Mstep: Class 4 contains 49919 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16332 members 
Mstep: Class 7 contains 7401 members 
Mstep: Class 8 contains 41163 members 
Mstep: Class 9 contains 47425 members 
Mstep: Class 10 contains 51507 members 
Mstep: Class 11 contains 48316 members 
Mstep: Class 12 contains 35386 members 
Mstep: Class 13 contains 54849 members 
Mstep: Class 14 contains 47306 members 
Mstep: Class 15 contains 46889 members 
Mstep: Class 16 contains 36222 members 
Mstep: Class 17 contains 20294 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 7817 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 23 contains 46469 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44184 members 
Mstep: Class 26 contains 9236 members 
Mstep: Class 27 contains 46675 members 
Mstep: Class 28 contains 41598 members 
Mstep: Class 29 contains 41762 members 
Mstep: Class 30 contains 3852 members 
Mstep: Class 31 contains 43667 members 
Mstep: Class 32 contains 48864 members 
Mstep: Class 33 contains 44122 members 
Mstep: Class 34 contains 44866 members 
Mstep: Class 35 contains 44385 members 
Mstep: Class 36 contains 7281 members 
Mstep: Class 37 contains 38768 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 48458 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417040.000000 Penalty: 141646.312500
Iteration 126Q: 42 clusters Score -1.96417e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 49916 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16330 members 
Mstep: Class 7 contains 7391 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 47458 members 
Mstep: Class 10 contains 51459 members 
Mstep: Class 11 contains 48574 members 
Mstep: Class 12 contains 35499 members 
Mstep: Class 13 contains 55158 members 
Mstep: Class 14 contains 47143 members 
Mstep: Class 15 contains 46831 members 
Mstep: Class 16 contains 36239 members 
Mstep: Class 17 contains 20237 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 7831 members 
Mstep: Class 22 contains 13459 members 
Mstep: Class 23 contains 46469 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44135 members 
Mstep: Class 26 contains 9227 members 
Mstep: Class 27 contains 46679 members 
Mstep: Class 28 contains 41462 members 
Mstep: Class 29 contains 41675 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 43650 members 
Mstep: Class 32 contains 48976 members 
Mstep: Class 33 contains 44111 members 
Mstep: Class 34 contains 44766 members 
Mstep: Class 35 contains 44322 members 
Mstep: Class 36 contains 7282 members 
Mstep: Class 37 contains 38757 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 48488 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417472.000000 Penalty: 141646.312500
Iteration 127Q: 42 clusters Score -1.964175e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15519 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 49881 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 7360 members 
Mstep: Class 8 contains 41187 members 
Mstep: Class 9 contains 47463 members 
Mstep: Class 10 contains 51431 members 
Mstep: Class 11 contains 48851 members 
Mstep: Class 12 contains 35611 members 
Mstep: Class 13 contains 55444 members 
Mstep: Class 14 contains 47015 members 
Mstep: Class 15 contains 46772 members 
Mstep: Class 16 contains 36251 members 
Mstep: Class 17 contains 20195 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 13465 members 
Mstep: Class 23 contains 46475 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44064 members 
Mstep: Class 26 contains 9214 members 
Mstep: Class 27 contains 46679 members 
Mstep: Class 28 contains 41389 members 
Mstep: Class 29 contains 41586 members 
Mstep: Class 30 contains 3714 members 
Mstep: Class 31 contains 43631 members 
Mstep: Class 32 contains 49074 members 
Mstep: Class 33 contains 44065 members 
Mstep: Class 34 contains 44649 members 
Mstep: Class 35 contains 44261 members 
Mstep: Class 36 contains 7295 members 
Mstep: Class 37 contains 38762 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 48532 members 
Mstep: Class 41 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417472.000000 Penalty: 141646.312500
Iteration 128Q: 42 clusters Score -1.964175e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15519 members 
Mstep: Class 3 contains 16459 members 
Mstep: Class 4 contains 49877 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 41204 members 
Mstep: Class 9 contains 47461 members 
Mstep: Class 10 contains 51388 members 
Mstep: Class 11 contains 49137 members 
Mstep: Class 12 contains 35752 members 
Mstep: Class 13 contains 55671 members 
Mstep: Class 14 contains 46905 members 
Mstep: Class 15 contains 46708 members 
Mstep: Class 16 contains 36258 members 
Mstep: Class 17 contains 20148 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 46501 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43990 members 
Mstep: Class 26 contains 9211 members 
Mstep: Class 27 contains 46679 members 
Mstep: Class 28 contains 41372 members 
Mstep: Class 29 contains 41508 members 
Mstep: Class 30 contains 3646 members 
Mstep: Class 31 contains 43589 members 
Mstep: Class 32 contains 49179 members 
Mstep: Class 33 contains 44031 members 
Mstep: Class 34 contains 44509 members 
Mstep: Class 35 contains 44170 members 
Mstep: Class 36 contains 7314 members 
Mstep: Class 37 contains 38763 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 48531 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417904.000000 Penalty: 141646.312500
Iteration 129Q: 42 clusters Score -1.964179e+08 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15517 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 49901 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16300 members 
Mstep: Class 7 contains 7320 members 
Mstep: Class 8 contains 41218 members 
Mstep: Class 9 contains 47440 members 
Mstep: Class 10 contains 51374 members 
Mstep: Class 11 contains 49468 members 
Mstep: Class 12 contains 35884 members 
Mstep: Class 13 contains 55896 members 
Mstep: Class 14 contains 46766 members 
Mstep: Class 15 contains 46640 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 20110 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7856 members 
Mstep: Class 22 contains 13462 members 
Mstep: Class 23 contains 46530 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43914 members 
Mstep: Class 26 contains 9200 members 
Mstep: Class 27 contains 46675 members 
Mstep: Class 28 contains 41352 members 
Mstep: Class 29 contains 41417 members 
Mstep: Class 30 contains 3581 members 
Mstep: Class 31 contains 43534 members 
Mstep: Class 32 contains 49218 members 
Mstep: Class 33 contains 44053 members 
Mstep: Class 34 contains 44379 members 
Mstep: Class 35 contains 44088 members 
Mstep: Class 36 contains 7326 members 
Mstep: Class 37 contains 38754 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 1218 members 
Mstep: Class 40 contains 48510 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418336.000000 Penalty: 141646.312500
Iteration 130Q: 42 clusters Score -1.964183e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 16484 members 
Mstep: Class 4 contains 49936 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 8 contains 41219 members 
Mstep: Class 9 contains 47453 members 
Mstep: Class 10 contains 51361 members 
Mstep: Class 11 contains 49728 members 
Mstep: Class 12 contains 36046 members 
Mstep: Class 13 contains 56159 members 
Mstep: Class 14 contains 46670 members 
Mstep: Class 15 contains 46587 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 20078 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 13457 members 
Mstep: Class 23 contains 46553 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43809 members 
Mstep: Class 26 contains 9186 members 
Mstep: Class 27 contains 46677 members 
Mstep: Class 28 contains 41304 members 
Mstep: Class 29 contains 41324 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 43477 members 
Mstep: Class 32 contains 49201 members 
Mstep: Class 33 contains 44070 members 
Mstep: Class 34 contains 44274 members 
Mstep: Class 35 contains 44018 members 
Mstep: Class 36 contains 7346 members 
Mstep: Class 37 contains 38748 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 1218 members 
Mstep: Class 40 contains 48474 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418560.000000 Penalty: 141646.312500
Iteration 131Q: 42 clusters Score -1.964186e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 49995 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16286 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 41229 members 
Mstep: Class 9 contains 47456 members 
Mstep: Class 10 contains 51342 members 
Mstep: Class 11 contains 49948 members 
Mstep: Class 12 contains 36204 members 
Mstep: Class 13 contains 56438 members 
Mstep: Class 14 contains 46565 members 
Mstep: Class 15 contains 46502 members 
Mstep: Class 16 contains 36296 members 
Mstep: Class 17 contains 20051 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 46572 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43745 members 
Mstep: Class 26 contains 9177 members 
Mstep: Class 27 contains 46676 members 
Mstep: Class 28 contains 41268 members 
Mstep: Class 29 contains 41241 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 43409 members 
Mstep: Class 32 contains 49153 members 
Mstep: Class 33 contains 44101 members 
Mstep: Class 34 contains 44194 members 
Mstep: Class 35 contains 43960 members 
Mstep: Class 36 contains 7364 members 
Mstep: Class 37 contains 38741 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1218 members 
Mstep: Class 40 contains 48426 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419072.000000 Penalty: 141646.312500
Iteration 132Q: 42 clusters Score -1.964191e+08 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15501 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 49997 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16286 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 41235 members 
Mstep: Class 9 contains 47448 members 
Mstep: Class 10 contains 51307 members 
Mstep: Class 11 contains 50105 members 
Mstep: Class 12 contains 36347 members 
Mstep: Class 13 contains 56682 members 
Mstep: Class 14 contains 46498 members 
Mstep: Class 15 contains 46457 members 
Mstep: Class 16 contains 36306 members 
Mstep: Class 17 contains 20014 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7888 members 
Mstep: Class 22 contains 13461 members 
Mstep: Class 23 contains 46604 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43698 members 
Mstep: Class 26 contains 9170 members 
Mstep: Class 27 contains 46679 members 
Mstep: Class 28 contains 41246 members 
Mstep: Class 29 contains 41185 members 
Mstep: Class 30 contains 3399 members 
Mstep: Class 31 contains 43363 members 
Mstep: Class 32 contains 49078 members 
Mstep: Class 33 contains 44202 members 
Mstep: Class 34 contains 44068 members 
Mstep: Class 35 contains 43909 members 
Mstep: Class 36 contains 7377 members 
Mstep: Class 37 contains 38747 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1218 members 
Mstep: Class 40 contains 48411 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419056.000000 Penalty: 141646.312500
Iteration 133Q: 42 clusters Score -1.964191e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 49980 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16283 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 41244 members 
Mstep: Class 9 contains 47460 members 
Mstep: Class 10 contains 51266 members 
Mstep: Class 11 contains 50203 members 
Mstep: Class 12 contains 36477 members 
Mstep: Class 13 contains 56912 members 
Mstep: Class 14 contains 46434 members 
Mstep: Class 15 contains 46388 members 
Mstep: Class 16 contains 36319 members 
Mstep: Class 17 contains 19988 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 13462 members 
Mstep: Class 23 contains 46604 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43648 members 
Mstep: Class 26 contains 9168 members 
Mstep: Class 27 contains 46679 members 
Mstep: Class 28 contains 41196 members 
Mstep: Class 29 contains 41134 members 
Mstep: Class 30 contains 3337 members 
Mstep: Class 31 contains 43328 members 
Mstep: Class 32 contains 49024 members 
Mstep: Class 33 contains 44312 members 
Mstep: Class 34 contains 43991 members 
Mstep: Class 35 contains 43907 members 
Mstep: Class 36 contains 7385 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 48405 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418992.000000 Penalty: 141646.312500
Iteration 134Q: 42 clusters Score -1.96419e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 16485 members 
Mstep: Class 4 contains 50007 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16282 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 41243 members 
Mstep: Class 9 contains 47470 members 
Mstep: Class 10 contains 51256 members 
Mstep: Class 11 contains 50203 members 
Mstep: Class 12 contains 36593 members 
Mstep: Class 13 contains 57147 members 
Mstep: Class 14 contains 46394 members 
Mstep: Class 15 contains 46323 members 
Mstep: Class 16 contains 36327 members 
Mstep: Class 17 contains 19955 members 
Mstep: Class 18 contains 3928 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7903 members 
Mstep: Class 22 contains 13462 members 
Mstep: Class 23 contains 46616 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43630 members 
Mstep: Class 26 contains 9165 members 
Mstep: Class 27 contains 46680 members 
Mstep: Class 28 contains 41152 members 
Mstep: Class 29 contains 41089 members 
Mstep: Class 30 contains 3269 members 
Mstep: Class 31 contains 43283 members 
Mstep: Class 32 contains 49022 members 
Mstep: Class 33 contains 44372 members 
Mstep: Class 34 contains 43950 members 
Mstep: Class 35 contains 43890 members 
Mstep: Class 36 contains 7386 members 
Mstep: Class 37 contains 38745 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 48386 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419136.000000 Penalty: 141646.312500
Iteration 135Q: 42 clusters Score -1.964191e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 50019 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16283 members 
Mstep: Class 7 contains 7234 members 
Mstep: Class 8 contains 41239 members 
Mstep: Class 9 contains 47484 members 
Mstep: Class 10 contains 51241 members 
Mstep: Class 11 contains 50206 members 
Mstep: Class 12 contains 36735 members 
Mstep: Class 13 contains 57335 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 46243 members 
Mstep: Class 16 contains 36323 members 
Mstep: Class 17 contains 19919 members 
Mstep: Class 18 contains 3928 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7906 members 
Mstep: Class 22 contains 13459 members 
Mstep: Class 23 contains 46623 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43646 members 
Mstep: Class 26 contains 9159 members 
Mstep: Class 27 contains 46682 members 
Mstep: Class 28 contains 41129 members 
Mstep: Class 29 contains 41052 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 43254 members 
Mstep: Class 32 contains 49023 members 
Mstep: Class 33 contains 44418 members 
Mstep: Class 34 contains 43911 members 
Mstep: Class 35 contains 43855 members 
Mstep: Class 36 contains 7402 members 
Mstep: Class 37 contains 38737 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 48372 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419280.000000 Penalty: 141646.312500
Iteration 136Q: 42 clusters Score -1.964193e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15508 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 50063 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16283 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 41245 members 
Mstep: Class 9 contains 47508 members 
Mstep: Class 10 contains 51208 members 
Mstep: Class 11 contains 50219 members 
Mstep: Class 12 contains 36879 members 
Mstep: Class 13 contains 57509 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 15 contains 46162 members 
Mstep: Class 16 contains 36324 members 
Mstep: Class 17 contains 19889 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7907 members 
Mstep: Class 22 contains 13458 members 
Mstep: Class 23 contains 46595 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43652 members 
Mstep: Class 26 contains 9150 members 
Mstep: Class 27 contains 46684 members 
Mstep: Class 28 contains 41084 members 
Mstep: Class 29 contains 41011 members 
Mstep: Class 30 contains 3120 members 
Mstep: Class 31 contains 43235 members 
Mstep: Class 32 contains 49027 members 
Mstep: Class 33 contains 44450 members 
Mstep: Class 34 contains 43913 members 
Mstep: Class 35 contains 43794 members 
Mstep: Class 36 contains 7415 members 
Mstep: Class 37 contains 38733 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 48353 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419632.000000 Penalty: 141646.312500
Iteration 137Q: 42 clusters Score -1.964196e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 50081 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16277 members 
Mstep: Class 7 contains 7215 members 
Mstep: Class 8 contains 41249 members 
Mstep: Class 9 contains 47519 members 
Mstep: Class 10 contains 51185 members 
Mstep: Class 11 contains 50249 members 
Mstep: Class 12 contains 37017 members 
Mstep: Class 13 contains 57684 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 15 contains 46088 members 
Mstep: Class 16 contains 36328 members 
Mstep: Class 17 contains 19858 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 22 contains 13449 members 
Mstep: Class 23 contains 46582 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43632 members 
Mstep: Class 26 contains 9143 members 
Mstep: Class 27 contains 46685 members 
Mstep: Class 28 contains 41084 members 
Mstep: Class 29 contains 40988 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 43206 members 
Mstep: Class 32 contains 49018 members 
Mstep: Class 33 contains 44448 members 
Mstep: Class 34 contains 43913 members 
Mstep: Class 35 contains 43756 members 
Mstep: Class 36 contains 7423 members 
Mstep: Class 37 contains 38728 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 48342 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419808.000000 Penalty: 141646.312500
Iteration 138Q: 42 clusters Score -1.964198e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15506 members 
Mstep: Class 3 contains 16503 members 
Mstep: Class 4 contains 50107 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16272 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 8 contains 41260 members 
Mstep: Class 9 contains 47495 members 
Mstep: Class 10 contains 51162 members 
Mstep: Class 11 contains 50297 members 
Mstep: Class 12 contains 37140 members 
Mstep: Class 13 contains 57807 members 
Mstep: Class 14 contains 46330 members 
Mstep: Class 15 contains 46037 members 
Mstep: Class 16 contains 36331 members 
Mstep: Class 17 contains 19830 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 13443 members 
Mstep: Class 23 contains 46550 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43605 members 
Mstep: Class 26 contains 9130 members 
Mstep: Class 27 contains 46683 members 
Mstep: Class 28 contains 41058 members 
Mstep: Class 29 contains 40977 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 43168 members 
Mstep: Class 32 contains 49052 members 
Mstep: Class 33 contains 44455 members 
Mstep: Class 34 contains 43957 members 
Mstep: Class 35 contains 43720 members 
Mstep: Class 36 contains 7433 members 
Mstep: Class 37 contains 38725 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 48325 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420224.000000 Penalty: 141646.312500
Iteration 139Q: 42 clusters Score -1.964202e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15500 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 50130 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16264 members 
Mstep: Class 7 contains 7192 members 
Mstep: Class 8 contains 41264 members 
Mstep: Class 9 contains 47493 members 
Mstep: Class 10 contains 51140 members 
Mstep: Class 11 contains 50306 members 
Mstep: Class 12 contains 37262 members 
Mstep: Class 13 contains 57898 members 
Mstep: Class 14 contains 46317 members 
Mstep: Class 15 contains 45981 members 
Mstep: Class 16 contains 36325 members 
Mstep: Class 17 contains 19815 members 
Mstep: Class 18 contains 3923 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7899 members 
Mstep: Class 22 contains 13441 members 
Mstep: Class 23 contains 46514 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43579 members 
Mstep: Class 26 contains 9121 members 
Mstep: Class 27 contains 46683 members 
Mstep: Class 28 contains 41056 members 
Mstep: Class 29 contains 40968 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 43125 members 
Mstep: Class 32 contains 49114 members 
Mstep: Class 33 contains 44485 members 
Mstep: Class 34 contains 43993 members 
Mstep: Class 35 contains 43676 members 
Mstep: Class 36 contains 7438 members 
Mstep: Class 37 contains 38723 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 48321 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420624.000000 Penalty: 141646.312500
Iteration 140F: 42 clusters Score -1.964206e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 50167 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16261 members 
Mstep: Class 7 contains 7170 members 
Mstep: Class 8 contains 41269 members 
Mstep: Class 9 contains 47473 members 
Mstep: Class 10 contains 51097 members 
Mstep: Class 11 contains 50302 members 
Mstep: Class 12 contains 37400 members 
Mstep: Class 13 contains 58011 members 
Mstep: Class 14 contains 46306 members 
Mstep: Class 15 contains 45914 members 
Mstep: Class 16 contains 36330 members 
Mstep: Class 17 contains 19800 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 636 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7899 members 
Mstep: Class 22 contains 13431 members 
Mstep: Class 23 contains 46520 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43531 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 46684 members 
Mstep: Class 28 contains 41074 members 
Mstep: Class 29 contains 40929 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 43088 members 
Mstep: Class 32 contains 49173 members 
Mstep: Class 33 contains 44495 members 
Mstep: Class 34 contains 44040 members 
Mstep: Class 35 contains 43641 members 
Mstep: Class 36 contains 7444 members 
Mstep: Class 37 contains 38713 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1212 members 
Mstep: Class 40 contains 48311 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420688.000000 Penalty: 141646.312500
Iteration 141Q: 42 clusters Score -1.964207e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 50201 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16258 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 41267 members 
Mstep: Class 9 contains 47477 members 
Mstep: Class 10 contains 51079 members 
Mstep: Class 11 contains 50306 members 
Mstep: Class 12 contains 37539 members 
Mstep: Class 13 contains 58136 members 
Mstep: Class 14 contains 46288 members 
Mstep: Class 15 contains 45862 members 
Mstep: Class 16 contains 36318 members 
Mstep: Class 17 contains 19792 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 636 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7898 members 
Mstep: Class 22 contains 13430 members 
Mstep: Class 23 contains 46508 members 
Mstep: Class 24 contains 642 members 
Mstep: Class 25 contains 43481 members 
Mstep: Class 26 contains 9108 members 
Mstep: Class 27 contains 46685 members 
Mstep: Class 28 contains 41082 members 
Mstep: Class 29 contains 40907 members 
Mstep: Class 30 contains 2802 members 
Mstep: Class 31 contains 43058 members 
Mstep: Class 32 contains 49191 members 
Mstep: Class 33 contains 44506 members 
Mstep: Class 34 contains 44047 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7452 members 
Mstep: Class 37 contains 38704 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1211 members 
Mstep: Class 40 contains 48297 members 
Mstep: Class 41 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420992.000000 Penalty: 141646.312500
Iteration 142Q: 42 clusters Score -1.96421e+08 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 50247 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 16253 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 41267 members 
Mstep: Class 9 contains 47486 members 
Mstep: Class 10 contains 51038 members 
Mstep: Class 11 contains 50283 members 
Mstep: Class 12 contains 37689 members 
Mstep: Class 13 contains 58267 members 
Mstep: Class 14 contains 46265 members 
Mstep: Class 15 contains 45822 members 
Mstep: Class 16 contains 36314 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 13429 members 
Mstep: Class 23 contains 46498 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43435 members 
Mstep: Class 26 contains 9104 members 
Mstep: Class 27 contains 46690 members 
Mstep: Class 28 contains 41062 members 
Mstep: Class 29 contains 40887 members 
Mstep: Class 30 contains 2760 members 
Mstep: Class 31 contains 43030 members 
Mstep: Class 32 contains 49219 members 
Mstep: Class 33 contains 44499 members 
Mstep: Class 34 contains 44034 members 
Mstep: Class 35 contains 43629 members 
Mstep: Class 36 contains 7455 members 
Mstep: Class 37 contains 38691 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1211 members 
Mstep: Class 40 contains 48262 members 
Mstep: Class 41 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420944.000000 Penalty: 141646.312500
Iteration 143Q: 42 clusters Score -1.964209e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 50285 members 
Mstep: Class 5 contains 2481 members 
Mstep: Class 6 contains 16249 members 
Mstep: Class 7 contains 7141 members 
Mstep: Class 8 contains 41260 members 
Mstep: Class 9 contains 47490 members 
Mstep: Class 10 contains 51012 members 
Mstep: Class 11 contains 50342 members 
Mstep: Class 12 contains 37836 members 
Mstep: Class 13 contains 58339 members 
Mstep: Class 14 contains 46220 members 
Mstep: Class 15 contains 45773 members 
Mstep: Class 16 contains 36304 members 
Mstep: Class 17 contains 19776 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7886 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46517 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43417 members 
Mstep: Class 26 contains 9105 members 
Mstep: Class 27 contains 46692 members 
Mstep: Class 28 contains 41034 members 
Mstep: Class 29 contains 40867 members 
Mstep: Class 30 contains 2710 members 
Mstep: Class 31 contains 43005 members 
Mstep: Class 32 contains 49281 members 
Mstep: Class 33 contains 44463 members 
Mstep: Class 34 contains 44042 members 
Mstep: Class 35 contains 43614 members 
Mstep: Class 36 contains 7455 members 
Mstep: Class 37 contains 38676 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1211 members 
Mstep: Class 40 contains 48242 members 
Mstep: Class 41 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421024.000000 Penalty: 141646.312500
Iteration 144Q: 42 clusters Score -1.96421e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15492 members 
Mstep: Class 3 contains 16482 members 
Mstep: Class 4 contains 50337 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 16244 members 
Mstep: Class 7 contains 7134 members 
Mstep: Class 8 contains 41245 members 
Mstep: Class 9 contains 47495 members 
Mstep: Class 10 contains 51002 members 
Mstep: Class 11 contains 50378 members 
Mstep: Class 12 contains 38011 members 
Mstep: Class 13 contains 58443 members 
Mstep: Class 14 contains 46189 members 
Mstep: Class 15 contains 45739 members 
Mstep: Class 16 contains 36304 members 
Mstep: Class 17 contains 19766 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7884 members 
Mstep: Class 22 contains 13424 members 
Mstep: Class 23 contains 46514 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 43382 members 
Mstep: Class 26 contains 9099 members 
Mstep: Class 27 contains 46695 members 
Mstep: Class 28 contains 40992 members 
Mstep: Class 29 contains 40859 members 
Mstep: Class 30 contains 2667 members 
Mstep: Class 31 contains 42969 members 
Mstep: Class 32 contains 49303 members 
Mstep: Class 33 contains 44419 members 
Mstep: Class 34 contains 44003 members 
Mstep: Class 35 contains 43617 members 
Mstep: Class 36 contains 7460 members 
Mstep: Class 37 contains 38672 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1211 members 
Mstep: Class 40 contains 48220 members 
Mstep: Class 41 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421104.000000 Penalty: 141646.312500
Iteration 145Q: 42 clusters Score -1.964211e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15488 members 
Mstep: Class 3 contains 16466 members 
Mstep: Class 4 contains 50382 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 16241 members 
Mstep: Class 7 contains 7129 members 
Mstep: Class 8 contains 41240 members 
Mstep: Class 9 contains 47501 members 
Mstep: Class 10 contains 50979 members 
Mstep: Class 11 contains 50428 members 
Mstep: Class 12 contains 38201 members 
Mstep: Class 13 contains 58546 members 
Mstep: Class 14 contains 46160 members 
Mstep: Class 15 contains 45688 members 
Mstep: Class 16 contains 36301 members 
Mstep: Class 17 contains 19750 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 13428 members 
Mstep: Class 23 contains 46524 members 
Mstep: Class 24 contains 646 members 
Mstep: Class 25 contains 43340 members 
Mstep: Class 26 contains 9095 members 
Mstep: Class 27 contains 46699 members 
Mstep: Class 28 contains 40957 members 
Mstep: Class 29 contains 40827 members 
Mstep: Class 30 contains 2623 members 
Mstep: Class 31 contains 42922 members 
Mstep: Class 32 contains 49321 members 
Mstep: Class 33 contains 44404 members 
Mstep: Class 34 contains 43962 members 
Mstep: Class 35 contains 43628 members 
Mstep: Class 36 contains 7469 members 
Mstep: Class 37 contains 38662 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1210 members 
Mstep: Class 40 contains 48204 members 
Mstep: Class 41 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421312.000000 Penalty: 141646.312500
Iteration 146Q: 42 clusters Score -1.964213e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15483 members 
Mstep: Class 3 contains 16456 members 
Mstep: Class 4 contains 50416 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 16238 members 
Mstep: Class 7 contains 7124 members 
Mstep: Class 8 contains 41232 members 
Mstep: Class 9 contains 47506 members 
Mstep: Class 10 contains 50943 members 
Mstep: Class 11 contains 50490 members 
Mstep: Class 12 contains 38418 members 
Mstep: Class 13 contains 58647 members 
Mstep: Class 14 contains 46106 members 
Mstep: Class 15 contains 45629 members 
Mstep: Class 16 contains 36289 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 13433 members 
Mstep: Class 23 contains 46530 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43286 members 
Mstep: Class 26 contains 9085 members 
Mstep: Class 27 contains 46705 members 
Mstep: Class 28 contains 40920 members 
Mstep: Class 29 contains 40823 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 42901 members 
Mstep: Class 32 contains 49334 members 
Mstep: Class 33 contains 44405 members 
Mstep: Class 34 contains 43924 members 
Mstep: Class 35 contains 43629 members 
Mstep: Class 36 contains 7474 members 
Mstep: Class 37 contains 38653 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1209 members 
Mstep: Class 40 contains 48171 members 
Mstep: Class 41 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421472.000000 Penalty: 141646.312500
Iteration 147Q: 42 clusters Score -1.964215e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15470 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 50440 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 16235 members 
Mstep: Class 7 contains 7122 members 
Mstep: Class 8 contains 41229 members 
Mstep: Class 9 contains 47521 members 
Mstep: Class 10 contains 50892 members 
Mstep: Class 11 contains 50557 members 
Mstep: Class 12 contains 38641 members 
Mstep: Class 13 contains 58738 members 
Mstep: Class 14 contains 46072 members 
Mstep: Class 15 contains 45579 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 19727 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 13432 members 
Mstep: Class 23 contains 46532 members 
Mstep: Class 24 contains 642 members 
Mstep: Class 25 contains 43237 members 
Mstep: Class 26 contains 9079 members 
Mstep: Class 27 contains 46707 members 
Mstep: Class 28 contains 40874 members 
Mstep: Class 29 contains 40798 members 
Mstep: Class 30 contains 2546 members 
Mstep: Class 31 contains 42862 members 
Mstep: Class 32 contains 49348 members 
Mstep: Class 33 contains 44424 members 
Mstep: Class 34 contains 43870 members 
Mstep: Class 35 contains 43615 members 
Mstep: Class 36 contains 7478 members 
Mstep: Class 37 contains 38654 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1208 members 
Mstep: Class 40 contains 48171 members 
Mstep: Class 41 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421568.000000 Penalty: 141646.312500
Iteration 148Q: 42 clusters Score -1.964216e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15469 members 
Mstep: Class 3 contains 16446 members 
Mstep: Class 4 contains 50450 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 16228 members 
Mstep: Class 7 contains 7113 members 
Mstep: Class 8 contains 41216 members 
Mstep: Class 9 contains 47508 members 
Mstep: Class 10 contains 50857 members 
Mstep: Class 11 contains 50617 members 
Mstep: Class 12 contains 38844 members 
Mstep: Class 13 contains 58813 members 
Mstep: Class 14 contains 46025 members 
Mstep: Class 15 contains 45551 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 19722 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7850 members 
Mstep: Class 22 contains 13433 members 
Mstep: Class 23 contains 46527 members 
Mstep: Class 24 contains 642 members 
Mstep: Class 25 contains 43172 members 
Mstep: Class 26 contains 9071 members 
Mstep: Class 27 contains 46709 members 
Mstep: Class 28 contains 40855 members 
Mstep: Class 29 contains 40784 members 
Mstep: Class 30 contains 2517 members 
Mstep: Class 31 contains 42808 members 
Mstep: Class 32 contains 49367 members 
Mstep: Class 33 contains 44466 members 
Mstep: Class 34 contains 43825 members 
Mstep: Class 35 contains 43620 members 
Mstep: Class 36 contains 7484 members 
Mstep: Class 37 contains 38652 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1208 members 
Mstep: Class 40 contains 48173 members 
Mstep: Class 41 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421856.000000 Penalty: 141646.312500
Iteration 149Q: 42 clusters Score -1.964219e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15467 members 
Mstep: Class 3 contains 16446 members 
Mstep: Class 4 contains 50468 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 7108 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 47505 members 
Mstep: Class 10 contains 50810 members 
Mstep: Class 11 contains 50645 members 
Mstep: Class 12 contains 39071 members 
Mstep: Class 13 contains 58865 members 
Mstep: Class 14 contains 45962 members 
Mstep: Class 15 contains 45532 members 
Mstep: Class 16 contains 36259 members 
Mstep: Class 17 contains 19709 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7839 members 
Mstep: Class 22 contains 13433 members 
Mstep: Class 23 contains 46533 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43120 members 
Mstep: Class 26 contains 9070 members 
Mstep: Class 27 contains 46717 members 
Mstep: Class 28 contains 40836 members 
Mstep: Class 29 contains 40760 members 
Mstep: Class 30 contains 2484 members 
Mstep: Class 31 contains 42764 members 
Mstep: Class 32 contains 49398 members 
Mstep: Class 33 contains 44533 members 
Mstep: Class 34 contains 43784 members 
Mstep: Class 35 contains 43606 members 
Mstep: Class 36 contains 7489 members 
Mstep: Class 37 contains 38651 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1207 members 
Mstep: Class 40 contains 48142 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421744.000000 Penalty: 141646.312500
Iteration 150Q: 42 clusters Score -1.964217e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15466 members 
Mstep: Class 3 contains 16449 members 
Mstep: Class 4 contains 50479 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 16220 members 
Mstep: Class 7 contains 7097 members 
Mstep: Class 8 contains 41193 members 
Mstep: Class 9 contains 47517 members 
Mstep: Class 10 contains 50771 members 
Mstep: Class 11 contains 50628 members 
Mstep: Class 12 contains 39337 members 
Mstep: Class 13 contains 58955 members 
Mstep: Class 14 contains 45899 members 
Mstep: Class 15 contains 45512 members 
Mstep: Class 16 contains 36261 members 
Mstep: Class 17 contains 19693 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7838 members 
Mstep: Class 22 contains 13430 members 
Mstep: Class 23 contains 46543 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43081 members 
Mstep: Class 26 contains 9069 members 
Mstep: Class 27 contains 46718 members 
Mstep: Class 28 contains 40819 members 
Mstep: Class 29 contains 40734 members 
Mstep: Class 30 contains 2450 members 
Mstep: Class 31 contains 42726 members 
Mstep: Class 32 contains 49424 members 
Mstep: Class 33 contains 44554 members 
Mstep: Class 34 contains 43733 members 
Mstep: Class 35 contains 43608 members 
Mstep: Class 36 contains 7498 members 
Mstep: Class 37 contains 38634 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1205 members 
Mstep: Class 40 contains 48106 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422272.000000 Penalty: 141646.312500
Iteration 151Q: 42 clusters Score -1.964223e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15463 members 
Mstep: Class 3 contains 16448 members 
Mstep: Class 4 contains 50491 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 16214 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 41178 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 50752 members 
Mstep: Class 11 contains 50610 members 
Mstep: Class 12 contains 39585 members 
Mstep: Class 13 contains 59052 members 
Mstep: Class 14 contains 45844 members 
Mstep: Class 15 contains 45479 members 
Mstep: Class 16 contains 36257 members 
Mstep: Class 17 contains 19689 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7839 members 
Mstep: Class 22 contains 13425 members 
Mstep: Class 23 contains 46557 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43065 members 
Mstep: Class 26 contains 9073 members 
Mstep: Class 27 contains 46721 members 
Mstep: Class 28 contains 40768 members 
Mstep: Class 29 contains 40710 members 
Mstep: Class 30 contains 2398 members 
Mstep: Class 31 contains 42699 members 
Mstep: Class 32 contains 49449 members 
Mstep: Class 33 contains 44596 members 
Mstep: Class 34 contains 43708 members 
Mstep: Class 35 contains 43588 members 
Mstep: Class 36 contains 7506 members 
Mstep: Class 37 contains 38626 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1203 members 
Mstep: Class 40 contains 48059 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422496.000000 Penalty: 141646.312500
Iteration 152Q: 42 clusters Score -1.964225e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 16445 members 
Mstep: Class 4 contains 50505 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 16212 members 
Mstep: Class 7 contains 7070 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 47509 members 
Mstep: Class 10 contains 50743 members 
Mstep: Class 11 contains 50605 members 
Mstep: Class 12 contains 39803 members 
Mstep: Class 13 contains 59139 members 
Mstep: Class 14 contains 45804 members 
Mstep: Class 15 contains 45441 members 
Mstep: Class 16 contains 36243 members 
Mstep: Class 17 contains 19687 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7847 members 
Mstep: Class 22 contains 13426 members 
Mstep: Class 23 contains 46599 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43057 members 
Mstep: Class 26 contains 9071 members 
Mstep: Class 27 contains 46723 members 
Mstep: Class 28 contains 40729 members 
Mstep: Class 29 contains 40654 members 
Mstep: Class 30 contains 2341 members 
Mstep: Class 31 contains 42671 members 
Mstep: Class 32 contains 49446 members 
Mstep: Class 33 contains 44641 members 
Mstep: Class 34 contains 43687 members 
Mstep: Class 35 contains 43577 members 
Mstep: Class 36 contains 7512 members 
Mstep: Class 37 contains 38628 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1203 members 
Mstep: Class 40 contains 48004 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422608.000000 Penalty: 141646.312500
Iteration 153Q: 42 clusters Score -1.964226e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15457 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 50520 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 16214 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 41159 members 
Mstep: Class 9 contains 47501 members 
Mstep: Class 10 contains 50723 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 40034 members 
Mstep: Class 13 contains 59176 members 
Mstep: Class 14 contains 45762 members 
Mstep: Class 15 contains 45400 members 
Mstep: Class 16 contains 36239 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7850 members 
Mstep: Class 22 contains 13428 members 
Mstep: Class 23 contains 46626 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43034 members 
Mstep: Class 26 contains 9070 members 
Mstep: Class 27 contains 46725 members 
Mstep: Class 28 contains 40711 members 
Mstep: Class 29 contains 40605 members 
Mstep: Class 30 contains 2300 members 
Mstep: Class 31 contains 42638 members 
Mstep: Class 32 contains 49473 members 
Mstep: Class 33 contains 44671 members 
Mstep: Class 34 contains 43653 members 
Mstep: Class 35 contains 43572 members 
Mstep: Class 36 contains 7515 members 
Mstep: Class 37 contains 38628 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 47965 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422864.000000 Penalty: 141646.312500
Iteration 154Q: 42 clusters Score -1.964229e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15457 members 
Mstep: Class 3 contains 16435 members 
Mstep: Class 4 contains 50550 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 16207 members 
Mstep: Class 7 contains 7041 members 
Mstep: Class 8 contains 41158 members 
Mstep: Class 9 contains 47505 members 
Mstep: Class 10 contains 50682 members 
Mstep: Class 11 contains 50666 members 
Mstep: Class 12 contains 40293 members 
Mstep: Class 13 contains 59239 members 
Mstep: Class 14 contains 45713 members 
Mstep: Class 15 contains 45378 members 
Mstep: Class 16 contains 36237 members 
Mstep: Class 17 contains 19678 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 22 contains 13421 members 
Mstep: Class 23 contains 46646 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 43020 members 
Mstep: Class 26 contains 9069 members 
Mstep: Class 27 contains 46726 members 
Mstep: Class 28 contains 40658 members 
Mstep: Class 29 contains 40573 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 42599 members 
Mstep: Class 32 contains 49488 members 
Mstep: Class 33 contains 44679 members 
Mstep: Class 34 contains 43580 members 
Mstep: Class 35 contains 43584 members 
Mstep: Class 36 contains 7520 members 
Mstep: Class 37 contains 38623 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 47921 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422864.000000 Penalty: 141646.312500
Iteration 155Q: 42 clusters Score -1.964229e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 16431 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16202 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 41151 members 
Mstep: Class 9 contains 47504 members 
Mstep: Class 10 contains 50658 members 
Mstep: Class 11 contains 50667 members 
Mstep: Class 12 contains 40549 members 
Mstep: Class 13 contains 59286 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 45350 members 
Mstep: Class 16 contains 36231 members 
Mstep: Class 17 contains 19681 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7834 members 
Mstep: Class 22 contains 13416 members 
Mstep: Class 23 contains 46665 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 42998 members 
Mstep: Class 26 contains 9066 members 
Mstep: Class 27 contains 46727 members 
Mstep: Class 28 contains 40625 members 
Mstep: Class 29 contains 40539 members 
Mstep: Class 30 contains 2241 members 
Mstep: Class 31 contains 42568 members 
Mstep: Class 32 contains 49504 members 
Mstep: Class 33 contains 44685 members 
Mstep: Class 34 contains 43563 members 
Mstep: Class 35 contains 43575 members 
Mstep: Class 36 contains 7522 members 
Mstep: Class 37 contains 38617 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 47872 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422912.000000 Penalty: 141646.312500
Iteration 156Q: 42 clusters Score -1.964229e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15456 members 
Mstep: Class 3 contains 16427 members 
Mstep: Class 4 contains 50605 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16196 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 41153 members 
Mstep: Class 9 contains 47488 members 
Mstep: Class 10 contains 50635 members 
Mstep: Class 11 contains 50638 members 
Mstep: Class 12 contains 40767 members 
Mstep: Class 13 contains 59350 members 
Mstep: Class 14 contains 45631 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 36224 members 
Mstep: Class 17 contains 19673 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7818 members 
Mstep: Class 22 contains 13411 members 
Mstep: Class 23 contains 46665 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 42999 members 
Mstep: Class 26 contains 9062 members 
Mstep: Class 27 contains 46730 members 
Mstep: Class 28 contains 40610 members 
Mstep: Class 29 contains 40506 members 
Mstep: Class 30 contains 2224 members 
Mstep: Class 31 contains 42538 members 
Mstep: Class 32 contains 49509 members 
Mstep: Class 33 contains 44689 members 
Mstep: Class 34 contains 43556 members 
Mstep: Class 35 contains 43577 members 
Mstep: Class 36 contains 7528 members 
Mstep: Class 37 contains 38615 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 47831 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 3426.236816 but Gain 3454.781250
Score: -196424336.000000 Penalty: 138191.531250
Iteration 157Q: 41 clusters Score -1.964243e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 16427 members 
Mstep: Class 4 contains 50622 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16196 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 41152 members 
Mstep: Class 9 contains 47482 members 
Mstep: Class 10 contains 50597 members 
Mstep: Class 11 contains 50826 members 
Mstep: Class 12 contains 40991 members 
Mstep: Class 13 contains 59464 members 
Mstep: Class 14 contains 45598 members 
Mstep: Class 15 contains 45336 members 
Mstep: Class 16 contains 36214 members 
Mstep: Class 17 contains 19661 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 46672 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44775 members 
Mstep: Class 26 contains 9059 members 
Mstep: Class 27 contains 46728 members 
Mstep: Class 28 contains 40588 members 
Mstep: Class 29 contains 40488 members 
Mstep: Class 31 contains 42500 members 
Mstep: Class 32 contains 49530 members 
Mstep: Class 33 contains 44831 members 
Mstep: Class 34 contains 43532 members 
Mstep: Class 35 contains 43591 members 
Mstep: Class 36 contains 7528 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1184 members 
Mstep: Class 40 contains 47783 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425792.000000 Penalty: 138191.531250
Iteration 158Q: 41 clusters Score -1.964258e+08 nChanged 3098
Entering ConstructFrom: 
Score: -196425792.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -108829.687500 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -108829.7 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 491 members 
Entering Unmasked Estep 
Score: -107144.734375 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -107144.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107714.476562 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -107714.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108007.328125 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -108007.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108151.273438 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -108151.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -108231.796875 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -108231.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108314.039062 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -108314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108360.242188 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -108360.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -108396.976562 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -108397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108422.750000 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -108422.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108449.585938 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -108449.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108476.828125 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -108476.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -108499.593750 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -108499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108502.171875 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -108502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108505.437500 Penalty: 3381.100830
	Iteration 13F: 3 clusters Score -108505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108513.671875 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -108513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108524.703125 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -108524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108528.820312 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -108528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108541.648438 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -108541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108548.195312 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -108548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108548.882812 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -108548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108548.882812 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -108548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Entering Unmasked Estep 
Score: -2740733.500000 Penalty: 2392.050293
	Iteration 0F: 2 clusters Score -2740734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2729607.750000 Penalty: 4784.100586
	Iteration 0F: 3 clusters Score -2729608 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2733198.500000 Penalty: 4784.100586
	Iteration 1F: 3 clusters Score -2733198 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2733747.000000 Penalty: 4784.100586
	Iteration 2F: 3 clusters Score -2733747 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2734218.500000 Penalty: 4784.100586
	Iteration 3F: 3 clusters Score -2734218 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2734759.250000 Penalty: 4784.100586
	Iteration 4F: 3 clusters Score -2734759 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2735323.250000 Penalty: 4784.100586
	Iteration 5F: 3 clusters Score -2735323 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2735865.500000 Penalty: 4784.100586
	Iteration 6F: 3 clusters Score -2735866 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2736363.750000 Penalty: 4784.100586
	Iteration 7Q: 3 clusters Score -2736364 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2736795.750000 Penalty: 4784.100586
	Iteration 8Q: 3 clusters Score -2736796 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2737129.750000 Penalty: 4784.100586
	Iteration 9Q: 3 clusters Score -2737130 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2737414.500000 Penalty: 4784.100586
	Iteration 10Q: 3 clusters Score -2737414 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2737640.750000 Penalty: 4784.100586
	Iteration 11Q: 3 clusters Score -2737641 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2737840.750000 Penalty: 4784.100586
	Iteration 12Q: 3 clusters Score -2737841 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2737997.750000 Penalty: 4784.100586
	Iteration 13Q: 3 clusters Score -2737998 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2738134.000000 Penalty: 4784.100586
	Iteration 14Q: 3 clusters Score -2738134 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2738240.500000 Penalty: 4784.100586
	Iteration 15Q: 3 clusters Score -2738240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2738317.000000 Penalty: 4784.100586
	Iteration 16Q: 3 clusters Score -2738317 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2738383.250000 Penalty: 4784.100586
	Iteration 17Q: 3 clusters Score -2738383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2738425.000000 Penalty: 4784.100586
	Iteration 18Q: 3 clusters Score -2738425 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2738459.000000 Penalty: 4784.100586
	Iteration 19Q: 3 clusters Score -2738459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2738483.000000 Penalty: 4784.100586
	Iteration 20F: 3 clusters Score -2738483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2738499.500000 Penalty: 4784.100586
	Iteration 21Q: 3 clusters Score -2738500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2738524.750000 Penalty: 4784.100586
	Iteration 22Q: 3 clusters Score -2738525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2738526.250000 Penalty: 4784.100586
	Iteration 23Q: 3 clusters Score -2738526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2738542.000000 Penalty: 4784.100586
	Iteration 24Q: 3 clusters Score -2738542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2738553.750000 Penalty: 4784.100586
	Iteration 25Q: 3 clusters Score -2738554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2738567.500000 Penalty: 4784.100586
	Iteration 26Q: 3 clusters Score -2738568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2738578.750000 Penalty: 4784.100586
	Iteration 27Q: 3 clusters Score -2738579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2738581.750000 Penalty: 4784.100586
	Iteration 28Q: 3 clusters Score -2738582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2738591.500000 Penalty: 4784.100586
	Iteration 29Q: 3 clusters Score -2738592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2738600.750000 Penalty: 4784.100586
	Iteration 30Q: 3 clusters Score -2738601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2738612.750000 Penalty: 4784.100586
	Iteration 31Q: 3 clusters Score -2738613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2738626.500000 Penalty: 4784.100586
	Iteration 32Q: 3 clusters Score -2738626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2738637.250000 Penalty: 4784.100586
	Iteration 33Q: 3 clusters Score -2738637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2738643.250000 Penalty: 4784.100586
	Iteration 34Q: 3 clusters Score -2738643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2738646.000000 Penalty: 4784.100586
	Iteration 35Q: 3 clusters Score -2738646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2738654.250000 Penalty: 4784.100586
	Iteration 36Q: 3 clusters Score -2738654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2738661.750000 Penalty: 4784.100586
	Iteration 37Q: 3 clusters Score -2738662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2738661.750000 Penalty: 4784.100586
	Iteration 38Q: 3 clusters Score -2738662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2738670.250000 Penalty: 4784.100586
	Iteration 39Q: 3 clusters Score -2738670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2738669.500000 Penalty: 4784.100586
	Iteration 40F: 3 clusters Score -2738670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2738667.500000 Penalty: 4784.100586
	Iteration 41Q: 3 clusters Score -2738668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2738671.750000 Penalty: 4784.100586
	Iteration 42Q: 3 clusters Score -2738672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2738676.750000 Penalty: 4784.100586
	Iteration 43Q: 3 clusters Score -2738677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2738677.500000 Penalty: 4784.100586
	Iteration 44Q: 3 clusters Score -2738678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2738677.500000 Penalty: 4784.100586
	Iteration 45F: 3 clusters Score -2738678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Entering Unmasked Estep 
Score: -2886483.250000 Penalty: 2407.075684
	Iteration 0F: 2 clusters Score -2886483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2874813.250000 Penalty: 4814.151367
	Iteration 0F: 3 clusters Score -2874813 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2878648.500000 Penalty: 4814.151367
	Iteration 1F: 3 clusters Score -2878648 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2879073.500000 Penalty: 4814.151367
	Iteration 2F: 3 clusters Score -2879074 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2879453.750000 Penalty: 4814.151367
	Iteration 3F: 3 clusters Score -2879454 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2879820.250000 Penalty: 4814.151367
	Iteration 4Q: 3 clusters Score -2879820 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2880138.000000 Penalty: 4814.151367
	Iteration 5Q: 3 clusters Score -2880138 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2880439.750000 Penalty: 4814.151367
	Iteration 6Q: 3 clusters Score -2880440 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2880770.750000 Penalty: 4814.151367
	Iteration 7Q: 3 clusters Score -2880771 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2881140.750000 Penalty: 4814.151367
	Iteration 8Q: 3 clusters Score -2881141 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2881491.500000 Penalty: 4814.151367
	Iteration 9Q: 3 clusters Score -2881492 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2881878.750000 Penalty: 4814.151367
	Iteration 10Q: 3 clusters Score -2881879 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2882222.000000 Penalty: 4814.151367
	Iteration 11Q: 3 clusters Score -2882222 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2882527.000000 Penalty: 4814.151367
	Iteration 12Q: 3 clusters Score -2882527 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2882783.250000 Penalty: 4814.151367
	Iteration 13Q: 3 clusters Score -2882783 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2882974.000000 Penalty: 4814.151367
	Iteration 14Q: 3 clusters Score -2882974 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2883117.000000 Penalty: 4814.151367
	Iteration 15Q: 3 clusters Score -2883117 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2883193.500000 Penalty: 4814.151367
	Iteration 16Q: 3 clusters Score -2883194 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2883248.000000 Penalty: 4814.151367
	Iteration 17Q: 3 clusters Score -2883248 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2883292.000000 Penalty: 4814.151367
	Iteration 18Q: 3 clusters Score -2883292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2883317.250000 Penalty: 4814.151367
	Iteration 19Q: 3 clusters Score -2883317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2883345.500000 Penalty: 4814.151367
	Iteration 20F: 3 clusters Score -2883346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2883369.750000 Penalty: 4814.151367
	Iteration 21Q: 3 clusters Score -2883370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2883384.250000 Penalty: 4814.151367
	Iteration 22Q: 3 clusters Score -2883384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2883387.250000 Penalty: 4814.151367
	Iteration 23Q: 3 clusters Score -2883387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2883388.000000 Penalty: 4814.151367
	Iteration 24Q: 3 clusters Score -2883388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2883407.000000 Penalty: 4814.151367
	Iteration 25Q: 3 clusters Score -2883407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2883426.000000 Penalty: 4814.151367
	Iteration 26Q: 3 clusters Score -2883426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2883442.750000 Penalty: 4814.151367
	Iteration 27Q: 3 clusters Score -2883443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2883461.250000 Penalty: 4814.151367
	Iteration 28Q: 3 clusters Score -2883461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2883473.000000 Penalty: 4814.151367
	Iteration 29Q: 3 clusters Score -2883473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2883474.250000 Penalty: 4814.151367
	Iteration 30Q: 3 clusters Score -2883474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2883477.500000 Penalty: 4814.151367
	Iteration 31Q: 3 clusters Score -2883478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2883496.000000 Penalty: 4814.151367
	Iteration 32Q: 3 clusters Score -2883496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2883508.750000 Penalty: 4814.151367
	Iteration 33Q: 3 clusters Score -2883509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2883523.000000 Penalty: 4814.151367
	Iteration 34Q: 3 clusters Score -2883523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2883539.250000 Penalty: 4814.151367
	Iteration 35Q: 3 clusters Score -2883539 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2883563.250000 Penalty: 4814.151367
	Iteration 36Q: 3 clusters Score -2883563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2883570.000000 Penalty: 4814.151367
	Iteration 37Q: 3 clusters Score -2883570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2883574.000000 Penalty: 4814.151367
	Iteration 38Q: 3 clusters Score -2883574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2883586.250000 Penalty: 4814.151367
	Iteration 39Q: 3 clusters Score -2883586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2883586.750000 Penalty: 4814.151367
	Iteration 40F: 3 clusters Score -2883587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2883600.750000 Penalty: 4814.151367
	Iteration 41Q: 3 clusters Score -2883601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2883599.250000 Penalty: 4814.151367
	Iteration 42Q: 3 clusters Score -2883599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2883615.000000 Penalty: 4814.151367
	Iteration 43Q: 3 clusters Score -2883615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2883621.250000 Penalty: 4814.151367
	Iteration 44Q: 3 clusters Score -2883621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2883613.250000 Penalty: 4814.151367
	Iteration 45Q: 3 clusters Score -2883613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2883626.000000 Penalty: 4814.151367
	Iteration 46Q: 3 clusters Score -2883626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2883630.500000 Penalty: 4814.151367
	Iteration 47Q: 3 clusters Score -2883630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2883638.250000 Penalty: 4814.151367
	Iteration 48Q: 3 clusters Score -2883638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2883642.250000 Penalty: 4814.151367
	Iteration 49Q: 3 clusters Score -2883642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2883657.250000 Penalty: 4814.151367
	Iteration 50Q: 3 clusters Score -2883657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2883660.750000 Penalty: 4814.151367
	Iteration 51Q: 3 clusters Score -2883661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2883674.500000 Penalty: 4814.151367
	Iteration 52Q: 3 clusters Score -2883674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2883678.250000 Penalty: 4814.151367
	Iteration 53Q: 3 clusters Score -2883678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2883689.250000 Penalty: 4814.151367
	Iteration 54Q: 3 clusters Score -2883689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2883710.750000 Penalty: 4814.151367
	Iteration 55Q: 3 clusters Score -2883711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2883722.750000 Penalty: 4814.151367
	Iteration 56Q: 3 clusters Score -2883723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2883742.250000 Penalty: 4814.151367
	Iteration 57Q: 3 clusters Score -2883742 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2883775.250000 Penalty: 4814.151367
	Iteration 58Q: 3 clusters Score -2883775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2883814.500000 Penalty: 4814.151367
	Iteration 59Q: 3 clusters Score -2883814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2883864.750000 Penalty: 4814.151367
	Iteration 60F: 3 clusters Score -2883865 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2883929.750000 Penalty: 4814.151367
	Iteration 61Q: 3 clusters Score -2883930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2884009.750000 Penalty: 4814.151367
	Iteration 62Q: 3 clusters Score -2884010 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2884118.000000 Penalty: 4814.151367
	Iteration 63Q: 3 clusters Score -2884118 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2884245.250000 Penalty: 4814.151367
	Iteration 64Q: 3 clusters Score -2884245 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2884361.750000 Penalty: 4814.151367
	Iteration 65Q: 3 clusters Score -2884362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2884445.000000 Penalty: 4814.151367
	Iteration 66Q: 3 clusters Score -2884445 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2884494.500000 Penalty: 4814.151367
	Iteration 67Q: 3 clusters Score -2884494 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2884541.750000 Penalty: 4814.151367
	Iteration 68Q: 3 clusters Score -2884542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2884558.000000 Penalty: 4814.151367
	Iteration 69Q: 3 clusters Score -2884558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2884572.500000 Penalty: 4814.151367
	Iteration 70Q: 3 clusters Score -2884572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2884586.250000 Penalty: 4814.151367
	Iteration 71Q: 3 clusters Score -2884586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2884588.500000 Penalty: 4814.151367
	Iteration 72Q: 3 clusters Score -2884588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2884595.250000 Penalty: 4814.151367
	Iteration 73Q: 3 clusters Score -2884595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2884605.750000 Penalty: 4814.151367
	Iteration 74Q: 3 clusters Score -2884606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2884604.750000 Penalty: 4814.151367
	Iteration 75Q: 3 clusters Score -2884605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2884607.000000 Penalty: 4814.151367
	Iteration 76Q: 3 clusters Score -2884607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2884607.500000 Penalty: 4814.151367
	Iteration 77Q: 3 clusters Score -2884608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2884611.000000 Penalty: 4814.151367
	Iteration 78Q: 3 clusters Score -2884611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2884612.000000 Penalty: 4814.151367
	Iteration 79Q: 3 clusters Score -2884612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2884613.000000 Penalty: 4814.151367
	Iteration 80F: 3 clusters Score -2884613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2884612.500000 Penalty: 4814.151367
	Iteration 81Q: 3 clusters Score -2884612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2884613.500000 Penalty: 4814.151367
	Iteration 82Q: 3 clusters Score -2884614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2884610.250000 Penalty: 4814.151367
	Iteration 83Q: 3 clusters Score -2884610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2884610.250000 Penalty: 4814.151367
	Iteration 84Q: 3 clusters Score -2884610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2884613.500000 Penalty: 4814.151367
	Iteration 85Q: 3 clusters Score -2884614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2884613.500000 Penalty: 4814.151367
	Iteration 86F: 3 clusters Score -2884614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Entering Unmasked Estep 
Score: -9135882.000000 Penalty: 2686.483887
	Iteration 0F: 2 clusters Score -9135882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -9105410.000000 Penalty: 5372.967773
	Iteration 0F: 3 clusters Score -9105410 nChanged 23304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -9118179.000000 Penalty: 5372.967773
	Iteration 1F: 3 clusters Score -9118179 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9118629.000000 Penalty: 5372.967773
	Iteration 2Q: 3 clusters Score -9118629 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -9119109.000000 Penalty: 5372.967773
	Iteration 3Q: 3 clusters Score -9119109 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -9119704.000000 Penalty: 5372.967773
	Iteration 4Q: 3 clusters Score -9119704 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -9120599.000000 Penalty: 5372.967773
	Iteration 5Q: 3 clusters Score -9120599 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -9121866.000000 Penalty: 5372.967773
	Iteration 6F: 3 clusters Score -9121866 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -9123815.000000 Penalty: 5372.967773
	Iteration 7F: 3 clusters Score -9123815 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -9126532.000000 Penalty: 5372.967773
	Iteration 8F: 3 clusters Score -9126532 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -9129379.000000 Penalty: 5372.967773
	Iteration 9F: 3 clusters Score -9129379 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -9131649.000000 Penalty: 5372.967773
	Iteration 10F: 3 clusters Score -9131649 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -9132633.000000 Penalty: 5372.967773
	Iteration 11Q: 3 clusters Score -9132633 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -9133133.000000 Penalty: 5372.967773
	Iteration 12Q: 3 clusters Score -9133133 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -9133342.000000 Penalty: 5372.967773
	Iteration 13Q: 3 clusters Score -9133342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -9133422.000000 Penalty: 5372.967773
	Iteration 14Q: 3 clusters Score -9133422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -9133484.000000 Penalty: 5372.967773
	Iteration 15Q: 3 clusters Score -9133484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -9133504.000000 Penalty: 5372.967773
	Iteration 16Q: 3 clusters Score -9133504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -9133546.000000 Penalty: 5372.967773
	Iteration 17Q: 3 clusters Score -9133546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -9133562.000000 Penalty: 5372.967773
	Iteration 18Q: 3 clusters Score -9133562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -9133579.000000 Penalty: 5372.967773
	Iteration 19Q: 3 clusters Score -9133579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -9133588.000000 Penalty: 5372.967773
	Iteration 20F: 3 clusters Score -9133588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -9133585.000000 Penalty: 5372.967773
	Iteration 21Q: 3 clusters Score -9133585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -9133588.000000 Penalty: 5372.967773
	Iteration 22Q: 3 clusters Score -9133588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -9133588.000000 Penalty: 5372.967773
	Iteration 23Q: 3 clusters Score -9133588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9133587.000000 Penalty: 5372.967773
	Iteration 24Q: 3 clusters Score -9133587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -9133596.000000 Penalty: 5372.967773
	Iteration 25Q: 3 clusters Score -9133596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -9133605.000000 Penalty: 5372.967773
	Iteration 26Q: 3 clusters Score -9133605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -9133613.000000 Penalty: 5372.967773
	Iteration 27Q: 3 clusters Score -9133613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -9133618.000000 Penalty: 5372.967773
	Iteration 28Q: 3 clusters Score -9133618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -9133643.000000 Penalty: 5372.967773
	Iteration 29Q: 3 clusters Score -9133643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -9133657.000000 Penalty: 5372.967773
	Iteration 30Q: 3 clusters Score -9133657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -9133664.000000 Penalty: 5372.967773
	Iteration 31Q: 3 clusters Score -9133664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -9133660.000000 Penalty: 5372.967773
	Iteration 32Q: 3 clusters Score -9133660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -9133666.000000 Penalty: 5372.967773
	Iteration 33Q: 3 clusters Score -9133666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -9133661.000000 Penalty: 5372.967773
	Iteration 34Q: 3 clusters Score -9133661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9133657.000000 Penalty: 5372.967773
	Iteration 35Q: 3 clusters Score -9133657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9133657.000000 Penalty: 5372.967773
	Iteration 36F: 3 clusters Score -9133657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -402042.593750 Penalty: 1937.870972
	Iteration 0F: 2 clusters Score -402042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -399197.375000 Penalty: 3875.741943
	Iteration 0F: 3 clusters Score -399197.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -400122.656250 Penalty: 3875.741943
	Iteration 1F: 3 clusters Score -400122.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -400589.156250 Penalty: 3875.741943
	Iteration 2F: 3 clusters Score -400589.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -400929.437500 Penalty: 3875.741943
	Iteration 3F: 3 clusters Score -400929.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -401289.718750 Penalty: 3875.741943
	Iteration 4F: 3 clusters Score -401289.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -401692.843750 Penalty: 3875.741943
	Iteration 5F: 3 clusters Score -401692.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -402123.000000 Penalty: 3875.741943
	Iteration 6Q: 3 clusters Score -402123 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -402368.781250 Penalty: 3875.741943
	Iteration 7Q: 3 clusters Score -402368.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -402555.500000 Penalty: 3875.741943
	Iteration 8Q: 3 clusters Score -402555.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -402648.312500 Penalty: 3875.741943
	Iteration 9Q: 3 clusters Score -402648.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -402701.218750 Penalty: 3875.741943
	Iteration 10Q: 3 clusters Score -402701.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -402724.906250 Penalty: 3875.741943
	Iteration 11Q: 3 clusters Score -402724.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -402739.968750 Penalty: 3875.741943
	Iteration 12Q: 3 clusters Score -402740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -402747.843750 Penalty: 3875.741943
	Iteration 13Q: 3 clusters Score -402747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -402752.500000 Penalty: 3875.741943
	Iteration 14Q: 3 clusters Score -402752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -402760.656250 Penalty: 3875.741943
	Iteration 15Q: 3 clusters Score -402760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -402768.593750 Penalty: 3875.741943
	Iteration 16Q: 3 clusters Score -402768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -402777.843750 Penalty: 3875.741943
	Iteration 17Q: 3 clusters Score -402777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -402780.125000 Penalty: 3875.741943
	Iteration 18Q: 3 clusters Score -402780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -402785.781250 Penalty: 3875.741943
	Iteration 19Q: 3 clusters Score -402785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -402786.937500 Penalty: 3875.741943
	Iteration 20F: 3 clusters Score -402786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -402787.906250 Penalty: 3875.741943
	Iteration 21Q: 3 clusters Score -402787.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -402787.906250 Penalty: 3875.741943
	Iteration 22F: 3 clusters Score -402787.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50605 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 59404 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46697 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44799 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 40499 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 42452 members 
Mstep: Class 32 contains 49542 members 
Mstep: Class 33 contains 44732 members 
Mstep: Class 34 contains 43487 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 47736 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
Score: -196424960.000000 Penalty: 141646.312500
Splitting cluster 5 changes total score from -196425792.000000 to -196424960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Entering Unmasked Estep 
Score: -2855054.750000 Penalty: 2403.974365
	Iteration 0F: 2 clusters Score -2855055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2843462.000000 Penalty: 4807.948730
	Iteration 0F: 3 clusters Score -2843462 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2847301.250000 Penalty: 4807.948730
	Iteration 1F: 3 clusters Score -2847301 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2847741.000000 Penalty: 4807.948730
	Iteration 2F: 3 clusters Score -2847741 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2848124.500000 Penalty: 4807.948730
	Iteration 3F: 3 clusters Score -2848124 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2848472.000000 Penalty: 4807.948730
	Iteration 4Q: 3 clusters Score -2848472 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2848835.750000 Penalty: 4807.948730
	Iteration 5Q: 3 clusters Score -2848836 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2849315.250000 Penalty: 4807.948730
	Iteration 6Q: 3 clusters Score -2849315 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2849914.000000 Penalty: 4807.948730
	Iteration 7F: 3 clusters Score -2849914 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2850595.750000 Penalty: 4807.948730
	Iteration 8F: 3 clusters Score -2850596 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2851256.500000 Penalty: 4807.948730
	Iteration 9F: 3 clusters Score -2851256 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2851775.500000 Penalty: 4807.948730
	Iteration 10Q: 3 clusters Score -2851776 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2852179.250000 Penalty: 4807.948730
	Iteration 11Q: 3 clusters Score -2852179 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2852424.500000 Penalty: 4807.948730
	Iteration 12Q: 3 clusters Score -2852424 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2852628.750000 Penalty: 4807.948730
	Iteration 13Q: 3 clusters Score -2852629 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2852783.500000 Penalty: 4807.948730
	Iteration 14Q: 3 clusters Score -2852784 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2852912.750000 Penalty: 4807.948730
	Iteration 15Q: 3 clusters Score -2852913 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2853010.500000 Penalty: 4807.948730
	Iteration 16Q: 3 clusters Score -2853010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2853086.250000 Penalty: 4807.948730
	Iteration 17Q: 3 clusters Score -2853086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2853161.750000 Penalty: 4807.948730
	Iteration 18Q: 3 clusters Score -2853162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2853218.500000 Penalty: 4807.948730
	Iteration 19Q: 3 clusters Score -2853218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2853265.250000 Penalty: 4807.948730
	Iteration 20F: 3 clusters Score -2853265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2853291.500000 Penalty: 4807.948730
	Iteration 21Q: 3 clusters Score -2853292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2853320.250000 Penalty: 4807.948730
	Iteration 22Q: 3 clusters Score -2853320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2853348.750000 Penalty: 4807.948730
	Iteration 23Q: 3 clusters Score -2853349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2853379.250000 Penalty: 4807.948730
	Iteration 24Q: 3 clusters Score -2853379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2853392.500000 Penalty: 4807.948730
	Iteration 25Q: 3 clusters Score -2853392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2853411.750000 Penalty: 4807.948730
	Iteration 26Q: 3 clusters Score -2853412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2853420.000000 Penalty: 4807.948730
	Iteration 27Q: 3 clusters Score -2853420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2853431.000000 Penalty: 4807.948730
	Iteration 28Q: 3 clusters Score -2853431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2853438.250000 Penalty: 4807.948730
	Iteration 29Q: 3 clusters Score -2853438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2853441.000000 Penalty: 4807.948730
	Iteration 30Q: 3 clusters Score -2853441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2853444.750000 Penalty: 4807.948730
	Iteration 31Q: 3 clusters Score -2853445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2853448.750000 Penalty: 4807.948730
	Iteration 32Q: 3 clusters Score -2853449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2853455.000000 Penalty: 4807.948730
	Iteration 33Q: 3 clusters Score -2853455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2853455.500000 Penalty: 4807.948730
	Iteration 34Q: 3 clusters Score -2853456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2853456.000000 Penalty: 4807.948730
	Iteration 35Q: 3 clusters Score -2853456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2853456.000000 Penalty: 4807.948730
	Iteration 36F: 3 clusters Score -2853456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Entering Unmasked Estep 
Score: -1207641.375000 Penalty: 2195.992432
	Iteration 0F: 2 clusters Score -1207641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1201862.750000 Penalty: 4391.984863
	Iteration 0F: 3 clusters Score -1201863 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1203629.375000 Penalty: 4391.984863
	Iteration 1F: 3 clusters Score -1203629 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1204233.875000 Penalty: 4391.984863
	Iteration 2F: 3 clusters Score -1204234 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1204816.625000 Penalty: 4391.984863
	Iteration 3F: 3 clusters Score -1204817 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1205408.250000 Penalty: 4391.984863
	Iteration 4F: 3 clusters Score -1205408 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1205913.250000 Penalty: 4391.984863
	Iteration 5F: 3 clusters Score -1205913 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1206265.250000 Penalty: 4391.984863
	Iteration 6F: 3 clusters Score -1206265 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1206543.250000 Penalty: 4391.984863
	Iteration 7Q: 3 clusters Score -1206543 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1206791.625000 Penalty: 4391.984863
	Iteration 8Q: 3 clusters Score -1206792 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1207051.125000 Penalty: 4391.984863
	Iteration 9Q: 3 clusters Score -1207051 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1207390.500000 Penalty: 4391.984863
	Iteration 10Q: 3 clusters Score -1207390 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1207563.500000 Penalty: 4391.984863
	Iteration 11Q: 3 clusters Score -1207564 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1207634.125000 Penalty: 4391.984863
	Iteration 12Q: 3 clusters Score -1207634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1207680.250000 Penalty: 4391.984863
	Iteration 13Q: 3 clusters Score -1207680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1207718.875000 Penalty: 4391.984863
	Iteration 14Q: 3 clusters Score -1207719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1207737.875000 Penalty: 4391.984863
	Iteration 15Q: 3 clusters Score -1207738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1207756.375000 Penalty: 4391.984863
	Iteration 16Q: 3 clusters Score -1207756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1207773.250000 Penalty: 4391.984863
	Iteration 17Q: 3 clusters Score -1207773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1207789.375000 Penalty: 4391.984863
	Iteration 18Q: 3 clusters Score -1207789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1207804.500000 Penalty: 4391.984863
	Iteration 19Q: 3 clusters Score -1207804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1207810.625000 Penalty: 4391.984863
	Iteration 20F: 3 clusters Score -1207811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1207817.625000 Penalty: 4391.984863
	Iteration 21Q: 3 clusters Score -1207818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1207821.125000 Penalty: 4391.984863
	Iteration 22Q: 3 clusters Score -1207821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1207825.250000 Penalty: 4391.984863
	Iteration 23Q: 3 clusters Score -1207825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1207831.000000 Penalty: 4391.984863
	Iteration 24Q: 3 clusters Score -1207831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1207832.000000 Penalty: 4391.984863
	Iteration 25Q: 3 clusters Score -1207832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1207833.000000 Penalty: 4391.984863
	Iteration 26Q: 3 clusters Score -1207833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1207835.250000 Penalty: 4391.984863
	Iteration 27Q: 3 clusters Score -1207835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1207836.750000 Penalty: 4391.984863
	Iteration 28Q: 3 clusters Score -1207837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1207838.125000 Penalty: 4391.984863
	Iteration 29Q: 3 clusters Score -1207838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1207840.125000 Penalty: 4391.984863
	Iteration 30Q: 3 clusters Score -1207840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1207841.625000 Penalty: 4391.984863
	Iteration 31Q: 3 clusters Score -1207842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1207841.000000 Penalty: 4391.984863
	Iteration 32Q: 3 clusters Score -1207841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1207843.500000 Penalty: 4391.984863
	Iteration 33Q: 3 clusters Score -1207844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1207843.500000 Penalty: 4391.984863
	Iteration 34F: 3 clusters Score -1207844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50605 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 59404 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46697 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44799 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 40499 members 
Mstep: Class 30 contains 5849 members 
Mstep: Class 31 contains 42452 members 
Mstep: Class 32 contains 49542 members 
Mstep: Class 33 contains 44732 members 
Mstep: Class 34 contains 43487 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 47736 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
Score: -196425008.000000 Penalty: 141646.312500
Splitting cluster 7 changes total score from -196425792.000000 to -196425008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (41169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Entering Unmasked Estep 
Score: -7355963.000000 Penalty: 2635.109375
	Iteration 0F: 2 clusters Score -7355963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -7328397.500000 Penalty: 5270.218750
	Iteration 0F: 3 clusters Score -7328398 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7338982.500000 Penalty: 5270.218750
	Iteration 1F: 3 clusters Score -7338982 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -7339537.000000 Penalty: 5270.218750
	Iteration 2Q: 3 clusters Score -7339537 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -7340058.500000 Penalty: 5270.218750
	Iteration 3Q: 3 clusters Score -7340058 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7340544.000000 Penalty: 5270.218750
	Iteration 4Q: 3 clusters Score -7340544 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -7341089.500000 Penalty: 5270.218750
	Iteration 5Q: 3 clusters Score -7341090 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -7341781.000000 Penalty: 5270.218750
	Iteration 6Q: 3 clusters Score -7341781 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -7342639.000000 Penalty: 5270.218750
	Iteration 7Q: 3 clusters Score -7342639 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -7343552.000000 Penalty: 5270.218750
	Iteration 8Q: 3 clusters Score -7343552 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -7344757.000000 Penalty: 5270.218750
	Iteration 9Q: 3 clusters Score -7344757 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -7346001.000000 Penalty: 5270.218750
	Iteration 10Q: 3 clusters Score -7346001 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -7347121.000000 Penalty: 5270.218750
	Iteration 11Q: 3 clusters Score -7347121 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -7347919.500000 Penalty: 5270.218750
	Iteration 12Q: 3 clusters Score -7347920 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -7348417.500000 Penalty: 5270.218750
	Iteration 13Q: 3 clusters Score -7348418 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -7348654.000000 Penalty: 5270.218750
	Iteration 14Q: 3 clusters Score -7348654 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -7348844.000000 Penalty: 5270.218750
	Iteration 15Q: 3 clusters Score -7348844 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -7348996.000000 Penalty: 5270.218750
	Iteration 16Q: 3 clusters Score -7348996 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -7349120.500000 Penalty: 5270.218750
	Iteration 17Q: 3 clusters Score -7349120 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -7349223.000000 Penalty: 5270.218750
	Iteration 18Q: 3 clusters Score -7349223 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -7349334.000000 Penalty: 5270.218750
	Iteration 19Q: 3 clusters Score -7349334 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -7349450.000000 Penalty: 5270.218750
	Iteration 20F: 3 clusters Score -7349450 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -7349582.500000 Penalty: 5270.218750
	Iteration 21Q: 3 clusters Score -7349582 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -7349719.000000 Penalty: 5270.218750
	Iteration 22Q: 3 clusters Score -7349719 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -7349866.500000 Penalty: 5270.218750
	Iteration 23Q: 3 clusters Score -7349866 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -7350039.000000 Penalty: 5270.218750
	Iteration 24Q: 3 clusters Score -7350039 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -7350212.000000 Penalty: 5270.218750
	Iteration 25Q: 3 clusters Score -7350212 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -7350407.000000 Penalty: 5270.218750
	Iteration 26Q: 3 clusters Score -7350407 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -7350597.000000 Penalty: 5270.218750
	Iteration 27Q: 3 clusters Score -7350597 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -7350808.000000 Penalty: 5270.218750
	Iteration 28Q: 3 clusters Score -7350808 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -7351008.000000 Penalty: 5270.218750
	Iteration 29Q: 3 clusters Score -7351008 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -7351188.500000 Penalty: 5270.218750
	Iteration 30Q: 3 clusters Score -7351188 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -7351423.500000 Penalty: 5270.218750
	Iteration 31Q: 3 clusters Score -7351424 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -7351721.000000 Penalty: 5270.218750
	Iteration 32Q: 3 clusters Score -7351721 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -7351979.000000 Penalty: 5270.218750
	Iteration 33Q: 3 clusters Score -7351979 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -7352238.500000 Penalty: 5270.218750
	Iteration 34Q: 3 clusters Score -7352238 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -7352460.000000 Penalty: 5270.218750
	Iteration 35Q: 3 clusters Score -7352460 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -7352727.500000 Penalty: 5270.218750
	Iteration 36Q: 3 clusters Score -7352728 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -7352983.000000 Penalty: 5270.218750
	Iteration 37Q: 3 clusters Score -7352983 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -7353201.000000 Penalty: 5270.218750
	Iteration 38Q: 3 clusters Score -7353201 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -7353416.500000 Penalty: 5270.218750
	Iteration 39Q: 3 clusters Score -7353416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -7353613.500000 Penalty: 5270.218750
	Iteration 40F: 3 clusters Score -7353614 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7353725.000000 Penalty: 5270.218750
	Iteration 41Q: 3 clusters Score -7353725 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7353829.000000 Penalty: 5270.218750
	Iteration 42Q: 3 clusters Score -7353829 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7353945.500000 Penalty: 5270.218750
	Iteration 43Q: 3 clusters Score -7353946 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7354014.500000 Penalty: 5270.218750
	Iteration 44Q: 3 clusters Score -7354014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7354060.500000 Penalty: 5270.218750
	Iteration 45Q: 3 clusters Score -7354060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -7354086.500000 Penalty: 5270.218750
	Iteration 46Q: 3 clusters Score -7354086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7354128.000000 Penalty: 5270.218750
	Iteration 47Q: 3 clusters Score -7354128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7354155.000000 Penalty: 5270.218750
	Iteration 48Q: 3 clusters Score -7354155 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7354160.000000 Penalty: 5270.218750
	Iteration 49Q: 3 clusters Score -7354160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7354174.000000 Penalty: 5270.218750
	Iteration 50Q: 3 clusters Score -7354174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7354199.000000 Penalty: 5270.218750
	Iteration 51Q: 3 clusters Score -7354199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7354201.500000 Penalty: 5270.218750
	Iteration 52Q: 3 clusters Score -7354202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7354198.000000 Penalty: 5270.218750
	Iteration 53Q: 3 clusters Score -7354198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7354219.500000 Penalty: 5270.218750
	Iteration 54Q: 3 clusters Score -7354220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7354215.500000 Penalty: 5270.218750
	Iteration 55Q: 3 clusters Score -7354216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7354222.000000 Penalty: 5270.218750
	Iteration 56Q: 3 clusters Score -7354222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7354227.500000 Penalty: 5270.218750
	Iteration 57Q: 3 clusters Score -7354228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7354239.500000 Penalty: 5270.218750
	Iteration 58Q: 3 clusters Score -7354240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7354233.000000 Penalty: 5270.218750
	Iteration 59Q: 3 clusters Score -7354233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7354226.000000 Penalty: 5270.218750
	Iteration 60F: 3 clusters Score -7354226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7354235.000000 Penalty: 5270.218750
	Iteration 61Q: 3 clusters Score -7354235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7354243.000000 Penalty: 5270.218750
	Iteration 62Q: 3 clusters Score -7354243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7354232.500000 Penalty: 5270.218750
	Iteration 63Q: 3 clusters Score -7354232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7354230.000000 Penalty: 5270.218750
	Iteration 64Q: 3 clusters Score -7354230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7354242.000000 Penalty: 5270.218750
	Iteration 65Q: 3 clusters Score -7354242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7354245.000000 Penalty: 5270.218750
	Iteration 66Q: 3 clusters Score -7354245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7354235.000000 Penalty: 5270.218750
	Iteration 67Q: 3 clusters Score -7354235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7354235.000000 Penalty: 5270.218750
	Iteration 68Q: 3 clusters Score -7354235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7354242.000000 Penalty: 5270.218750
	Iteration 69Q: 3 clusters Score -7354242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7354239.000000 Penalty: 5270.218750
	Iteration 70Q: 3 clusters Score -7354239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7354237.000000 Penalty: 5270.218750
	Iteration 71Q: 3 clusters Score -7354237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7354244.500000 Penalty: 5270.218750
	Iteration 72Q: 3 clusters Score -7354244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7354239.000000 Penalty: 5270.218750
	Iteration 73Q: 3 clusters Score -7354239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7354243.000000 Penalty: 5270.218750
	Iteration 74Q: 3 clusters Score -7354243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7354242.500000 Penalty: 5270.218750
	Iteration 75Q: 3 clusters Score -7354242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7354239.000000 Penalty: 5270.218750
	Iteration 76Q: 3 clusters Score -7354239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7354239.000000 Penalty: 5270.218750
	Iteration 77F: 3 clusters Score -7354239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Entering Unmasked Estep 
Score: -8392563.000000 Penalty: 2670.740967
	Iteration 0F: 2 clusters Score -8392563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -8361641.500000 Penalty: 5341.481934
	Iteration 0F: 3 clusters Score -8361642 nChanged 21841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8373673.500000 Penalty: 5341.481934
	Iteration 1F: 3 clusters Score -8373674 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -8374249.500000 Penalty: 5341.481934
	Iteration 2Q: 3 clusters Score -8374250 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -8374755.500000 Penalty: 5341.481934
	Iteration 3Q: 3 clusters Score -8374756 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -8375262.500000 Penalty: 5341.481934
	Iteration 4Q: 3 clusters Score -8375262 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -8375782.500000 Penalty: 5341.481934
	Iteration 5Q: 3 clusters Score -8375782 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -8376320.500000 Penalty: 5341.481934
	Iteration 6Q: 3 clusters Score -8376320 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -8377005.000000 Penalty: 5341.481934
	Iteration 7Q: 3 clusters Score -8377005 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -8377905.000000 Penalty: 5341.481934
	Iteration 8Q: 3 clusters Score -8377905 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -8379108.500000 Penalty: 5341.481934
	Iteration 9Q: 3 clusters Score -8379108 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -8380649.000000 Penalty: 5341.481934
	Iteration 10F: 3 clusters Score -8380649 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -8382363.500000 Penalty: 5341.481934
	Iteration 11F: 3 clusters Score -8382364 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -8383956.000000 Penalty: 5341.481934
	Iteration 12F: 3 clusters Score -8383956 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -8384968.000000 Penalty: 5341.481934
	Iteration 13Q: 3 clusters Score -8384968 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -8385559.000000 Penalty: 5341.481934
	Iteration 14Q: 3 clusters Score -8385559 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -8386056.000000 Penalty: 5341.481934
	Iteration 15Q: 3 clusters Score -8386056 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -8386547.500000 Penalty: 5341.481934
	Iteration 16Q: 3 clusters Score -8386548 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -8387045.500000 Penalty: 5341.481934
	Iteration 17Q: 3 clusters Score -8387046 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -8387602.500000 Penalty: 5341.481934
	Iteration 18Q: 3 clusters Score -8387602 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -8388208.000000 Penalty: 5341.481934
	Iteration 19Q: 3 clusters Score -8388208 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -8388786.000000 Penalty: 5341.481934
	Iteration 20F: 3 clusters Score -8388786 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -8389254.000000 Penalty: 5341.481934
	Iteration 21Q: 3 clusters Score -8389254 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -8389637.000000 Penalty: 5341.481934
	Iteration 22Q: 3 clusters Score -8389637 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -8389848.000000 Penalty: 5341.481934
	Iteration 23Q: 3 clusters Score -8389848 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -8389992.000000 Penalty: 5341.481934
	Iteration 24Q: 3 clusters Score -8389992 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8390137.000000 Penalty: 5341.481934
	Iteration 25Q: 3 clusters Score -8390137 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -8390235.000000 Penalty: 5341.481934
	Iteration 26Q: 3 clusters Score -8390235 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8390322.000000 Penalty: 5341.481934
	Iteration 27Q: 3 clusters Score -8390322 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -8390402.000000 Penalty: 5341.481934
	Iteration 28Q: 3 clusters Score -8390402 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -8390500.000000 Penalty: 5341.481934
	Iteration 29Q: 3 clusters Score -8390500 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -8390568.000000 Penalty: 5341.481934
	Iteration 30Q: 3 clusters Score -8390568 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -8390617.000000 Penalty: 5341.481934
	Iteration 31Q: 3 clusters Score -8390617 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -8390689.000000 Penalty: 5341.481934
	Iteration 32Q: 3 clusters Score -8390689 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -8390726.000000 Penalty: 5341.481934
	Iteration 33Q: 3 clusters Score -8390726 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -8390774.000000 Penalty: 5341.481934
	Iteration 34Q: 3 clusters Score -8390774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -8390790.000000 Penalty: 5341.481934
	Iteration 35Q: 3 clusters Score -8390790 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8390804.000000 Penalty: 5341.481934
	Iteration 36Q: 3 clusters Score -8390804 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -8390832.000000 Penalty: 5341.481934
	Iteration 37Q: 3 clusters Score -8390832 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -8390836.000000 Penalty: 5341.481934
	Iteration 38Q: 3 clusters Score -8390836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8390861.000000 Penalty: 5341.481934
	Iteration 39Q: 3 clusters Score -8390861 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -8390875.000000 Penalty: 5341.481934
	Iteration 40F: 3 clusters Score -8390875 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8390888.000000 Penalty: 5341.481934
	Iteration 41Q: 3 clusters Score -8390888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8390888.000000 Penalty: 5341.481934
	Iteration 42Q: 3 clusters Score -8390888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8390890.000000 Penalty: 5341.481934
	Iteration 43Q: 3 clusters Score -8390890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -8390876.000000 Penalty: 5341.481934
	Iteration 44Q: 3 clusters Score -8390876 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -8390876.000000 Penalty: 5341.481934
	Iteration 45Q: 3 clusters Score -8390876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8390892.000000 Penalty: 5341.481934
	Iteration 46Q: 3 clusters Score -8390892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8390882.000000 Penalty: 5341.481934
	Iteration 47Q: 3 clusters Score -8390882 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -8390895.000000 Penalty: 5341.481934
	Iteration 48Q: 3 clusters Score -8390895 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8390875.000000 Penalty: 5341.481934
	Iteration 49Q: 3 clusters Score -8390875 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -8390877.000000 Penalty: 5341.481934
	Iteration 50Q: 3 clusters Score -8390877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8390877.000000 Penalty: 5341.481934
	Iteration 51Q: 3 clusters Score -8390877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8390858.000000 Penalty: 5341.481934
	Iteration 52Q: 3 clusters Score -8390858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8390879.000000 Penalty: 5341.481934
	Iteration 53Q: 3 clusters Score -8390879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -8390885.000000 Penalty: 5341.481934
	Iteration 54Q: 3 clusters Score -8390885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8390875.000000 Penalty: 5341.481934
	Iteration 55Q: 3 clusters Score -8390875 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -8390852.000000 Penalty: 5341.481934
	Iteration 56Q: 3 clusters Score -8390852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8390880.000000 Penalty: 5341.481934
	Iteration 57Q: 3 clusters Score -8390880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -8390892.000000 Penalty: 5341.481934
	Iteration 58Q: 3 clusters Score -8390892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8390909.000000 Penalty: 5341.481934
	Iteration 59Q: 3 clusters Score -8390909 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8390907.000000 Penalty: 5341.481934
	Iteration 60F: 3 clusters Score -8390907 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8390900.000000 Penalty: 5341.481934
	Iteration 61Q: 3 clusters Score -8390900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8390909.000000 Penalty: 5341.481934
	Iteration 62Q: 3 clusters Score -8390909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8390896.000000 Penalty: 5341.481934
	Iteration 63Q: 3 clusters Score -8390896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -8390904.000000 Penalty: 5341.481934
	Iteration 64Q: 3 clusters Score -8390904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8390907.000000 Penalty: 5341.481934
	Iteration 65Q: 3 clusters Score -8390907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8390927.000000 Penalty: 5341.481934
	Iteration 66Q: 3 clusters Score -8390927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -8390905.000000 Penalty: 5341.481934
	Iteration 67Q: 3 clusters Score -8390905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8390902.000000 Penalty: 5341.481934
	Iteration 68Q: 3 clusters Score -8390902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -8390888.000000 Penalty: 5341.481934
	Iteration 69Q: 3 clusters Score -8390888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8390893.000000 Penalty: 5341.481934
	Iteration 70Q: 3 clusters Score -8390893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8390872.000000 Penalty: 5341.481934
	Iteration 71Q: 3 clusters Score -8390872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8390870.000000 Penalty: 5341.481934
	Iteration 72Q: 3 clusters Score -8390870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8390871.000000 Penalty: 5341.481934
	Iteration 73Q: 3 clusters Score -8390871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8390878.000000 Penalty: 5341.481934
	Iteration 74Q: 3 clusters Score -8390878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8390880.000000 Penalty: 5341.481934
	Iteration 75Q: 3 clusters Score -8390880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8390871.000000 Penalty: 5341.481934
	Iteration 76Q: 3 clusters Score -8390871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8390877.000000 Penalty: 5341.481934
	Iteration 77Q: 3 clusters Score -8390877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -8390873.000000 Penalty: 5341.481934
	Iteration 78Q: 3 clusters Score -8390873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8390852.000000 Penalty: 5341.481934
	Iteration 79Q: 3 clusters Score -8390852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8390848.000000 Penalty: 5341.481934
	Iteration 80F: 3 clusters Score -8390848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8390846.000000 Penalty: 5341.481934
	Iteration 81Q: 3 clusters Score -8390846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8390853.000000 Penalty: 5341.481934
	Iteration 82Q: 3 clusters Score -8390853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8390843.000000 Penalty: 5341.481934
	Iteration 83Q: 3 clusters Score -8390843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8390850.000000 Penalty: 5341.481934
	Iteration 84Q: 3 clusters Score -8390850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8390836.000000 Penalty: 5341.481934
	Iteration 85Q: 3 clusters Score -8390836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8390845.000000 Penalty: 5341.481934
	Iteration 86Q: 3 clusters Score -8390845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8390842.000000 Penalty: 5341.481934
	Iteration 87Q: 3 clusters Score -8390842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8390836.000000 Penalty: 5341.481934
	Iteration 88Q: 3 clusters Score -8390836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8390824.000000 Penalty: 5341.481934
	Iteration 89Q: 3 clusters Score -8390824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8390823.000000 Penalty: 5341.481934
	Iteration 90Q: 3 clusters Score -8390823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8390821.000000 Penalty: 5341.481934
	Iteration 91Q: 3 clusters Score -8390821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8390822.000000 Penalty: 5341.481934
	Iteration 92Q: 3 clusters Score -8390822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8390819.000000 Penalty: 5341.481934
	Iteration 93Q: 3 clusters Score -8390819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -8390826.000000 Penalty: 5341.481934
	Iteration 94Q: 3 clusters Score -8390826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -8390829.000000 Penalty: 5341.481934
	Iteration 95Q: 3 clusters Score -8390829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -8390822.000000 Penalty: 5341.481934
	Iteration 96Q: 3 clusters Score -8390822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8390817.000000 Penalty: 5341.481934
	Iteration 97Q: 3 clusters Score -8390817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8390817.000000 Penalty: 5341.481934
	Iteration 98Q: 3 clusters Score -8390817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -8390824.000000 Penalty: 5341.481934
	Iteration 99Q: 3 clusters Score -8390824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -8390816.000000 Penalty: 5341.481934
	Iteration 100F: 3 clusters Score -8390816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8390813.000000 Penalty: 5341.481934
	Iteration 101Q: 3 clusters Score -8390813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -8390811.000000 Penalty: 5341.481934
	Iteration 102Q: 3 clusters Score -8390811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8390815.000000 Penalty: 5341.481934
	Iteration 103Q: 3 clusters Score -8390815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8390808.000000 Penalty: 5341.481934
	Iteration 104Q: 3 clusters Score -8390808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -8390810.000000 Penalty: 5341.481934
	Iteration 105Q: 3 clusters Score -8390810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8390816.000000 Penalty: 5341.481934
	Iteration 106Q: 3 clusters Score -8390816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8390817.000000 Penalty: 5341.481934
	Iteration 107Q: 3 clusters Score -8390817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -8390823.000000 Penalty: 5341.481934
	Iteration 108Q: 3 clusters Score -8390823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8390821.000000 Penalty: 5341.481934
	Iteration 109Q: 3 clusters Score -8390821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8390823.000000 Penalty: 5341.481934
	Iteration 110Q: 3 clusters Score -8390823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -8390821.000000 Penalty: 5341.481934
	Iteration 111Q: 3 clusters Score -8390821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -8390821.000000 Penalty: 5341.481934
	Iteration 112Q: 3 clusters Score -8390821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8390821.000000 Penalty: 5341.481934
	Iteration 113Q: 3 clusters Score -8390821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8390817.000000 Penalty: 5341.481934
	Iteration 114Q: 3 clusters Score -8390817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -8390816.000000 Penalty: 5341.481934
	Iteration 115Q: 3 clusters Score -8390816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -8390814.000000 Penalty: 5341.481934
	Iteration 116Q: 3 clusters Score -8390814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -8390815.000000 Penalty: 5341.481934
	Iteration 117Q: 3 clusters Score -8390815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8390817.000000 Penalty: 5341.481934
	Iteration 118Q: 3 clusters Score -8390817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8390817.000000 Penalty: 5341.481934
	Iteration 119F: 3 clusters Score -8390817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Entering Unmasked Estep 
Score: -9066594.000000 Penalty: 2686.287598
	Iteration 0F: 2 clusters Score -9066594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -9035556.000000 Penalty: 5372.575195
	Iteration 0F: 3 clusters Score -9035556 nChanged 23604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -9048993.000000 Penalty: 5372.575195
	Iteration 1F: 3 clusters Score -9048993 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -9049678.000000 Penalty: 5372.575195
	Iteration 2Q: 3 clusters Score -9049678 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -9050521.000000 Penalty: 5372.575195
	Iteration 3Q: 3 clusters Score -9050521 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -9051455.000000 Penalty: 5372.575195
	Iteration 4Q: 3 clusters Score -9051455 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -9052510.000000 Penalty: 5372.575195
	Iteration 5F: 3 clusters Score -9052510 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -9054000.000000 Penalty: 5372.575195
	Iteration 6F: 3 clusters Score -9054000 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -9055675.000000 Penalty: 5372.575195
	Iteration 7F: 3 clusters Score -9055675 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -9057554.000000 Penalty: 5372.575195
	Iteration 8F: 3 clusters Score -9057554 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -9059583.000000 Penalty: 5372.575195
	Iteration 9F: 3 clusters Score -9059583 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -9061350.000000 Penalty: 5372.575195
	Iteration 10F: 3 clusters Score -9061350 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -9062545.000000 Penalty: 5372.575195
	Iteration 11Q: 3 clusters Score -9062545 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -9063338.000000 Penalty: 5372.575195
	Iteration 12Q: 3 clusters Score -9063338 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -9063805.000000 Penalty: 5372.575195
	Iteration 13Q: 3 clusters Score -9063805 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -9064005.000000 Penalty: 5372.575195
	Iteration 14Q: 3 clusters Score -9064005 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -9064172.000000 Penalty: 5372.575195
	Iteration 15Q: 3 clusters Score -9064172 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -9064243.000000 Penalty: 5372.575195
	Iteration 16Q: 3 clusters Score -9064243 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -9064318.000000 Penalty: 5372.575195
	Iteration 17Q: 3 clusters Score -9064318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -9064361.000000 Penalty: 5372.575195
	Iteration 18Q: 3 clusters Score -9064361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9064399.000000 Penalty: 5372.575195
	Iteration 19Q: 3 clusters Score -9064399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -9064421.000000 Penalty: 5372.575195
	Iteration 20F: 3 clusters Score -9064421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -9064437.000000 Penalty: 5372.575195
	Iteration 21Q: 3 clusters Score -9064437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -9064449.000000 Penalty: 5372.575195
	Iteration 22Q: 3 clusters Score -9064449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -9064464.000000 Penalty: 5372.575195
	Iteration 23Q: 3 clusters Score -9064464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -9064462.000000 Penalty: 5372.575195
	Iteration 24Q: 3 clusters Score -9064462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -9064472.000000 Penalty: 5372.575195
	Iteration 25Q: 3 clusters Score -9064472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -9064470.000000 Penalty: 5372.575195
	Iteration 26Q: 3 clusters Score -9064470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -9064481.000000 Penalty: 5372.575195
	Iteration 27Q: 3 clusters Score -9064481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9064484.000000 Penalty: 5372.575195
	Iteration 28Q: 3 clusters Score -9064484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -9064487.000000 Penalty: 5372.575195
	Iteration 29Q: 3 clusters Score -9064487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -9064490.000000 Penalty: 5372.575195
	Iteration 30Q: 3 clusters Score -9064490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -9064493.000000 Penalty: 5372.575195
	Iteration 31Q: 3 clusters Score -9064493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9064506.000000 Penalty: 5372.575195
	Iteration 32Q: 3 clusters Score -9064506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9064517.000000 Penalty: 5372.575195
	Iteration 33Q: 3 clusters Score -9064517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9064516.000000 Penalty: 5372.575195
	Iteration 34Q: 3 clusters Score -9064516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9064513.000000 Penalty: 5372.575195
	Iteration 35Q: 3 clusters Score -9064513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -9064521.000000 Penalty: 5372.575195
	Iteration 36Q: 3 clusters Score -9064521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -9064522.000000 Penalty: 5372.575195
	Iteration 37Q: 3 clusters Score -9064522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -9064539.000000 Penalty: 5372.575195
	Iteration 38Q: 3 clusters Score -9064539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9064544.000000 Penalty: 5372.575195
	Iteration 39Q: 3 clusters Score -9064544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9064545.000000 Penalty: 5372.575195
	Iteration 40F: 3 clusters Score -9064545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9064549.000000 Penalty: 5372.575195
	Iteration 41Q: 3 clusters Score -9064549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9064560.000000 Penalty: 5372.575195
	Iteration 42Q: 3 clusters Score -9064560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -9064557.000000 Penalty: 5372.575195
	Iteration 43Q: 3 clusters Score -9064557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -9064558.000000 Penalty: 5372.575195
	Iteration 44Q: 3 clusters Score -9064558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -9064561.000000 Penalty: 5372.575195
	Iteration 45Q: 3 clusters Score -9064561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -9064561.000000 Penalty: 5372.575195
	Iteration 46F: 3 clusters Score -9064561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Entering Unmasked Estep 
Score: -9120846.000000 Penalty: 2686.713867
	Iteration 0F: 2 clusters Score -9120846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -9089479.000000 Penalty: 5373.427734
	Iteration 0F: 3 clusters Score -9089479 nChanged 23414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -9102265.000000 Penalty: 5373.427734
	Iteration 1F: 3 clusters Score -9102265 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -9102752.000000 Penalty: 5373.427734
	Iteration 2Q: 3 clusters Score -9102752 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -9103141.000000 Penalty: 5373.427734
	Iteration 3Q: 3 clusters Score -9103141 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -9103514.000000 Penalty: 5373.427734
	Iteration 4Q: 3 clusters Score -9103514 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -9103985.000000 Penalty: 5373.427734
	Iteration 5Q: 3 clusters Score -9103985 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -9104574.000000 Penalty: 5373.427734
	Iteration 6Q: 3 clusters Score -9104574 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -9105235.000000 Penalty: 5373.427734
	Iteration 7Q: 3 clusters Score -9105235 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -9106434.000000 Penalty: 5373.427734
	Iteration 8Q: 3 clusters Score -9106434 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -9108047.000000 Penalty: 5373.427734
	Iteration 9F: 3 clusters Score -9108047 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -9110308.000000 Penalty: 5373.427734
	Iteration 10F: 3 clusters Score -9110308 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -9112957.000000 Penalty: 5373.427734
	Iteration 11F: 3 clusters Score -9112957 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -9115355.000000 Penalty: 5373.427734
	Iteration 12F: 3 clusters Score -9115355 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -9116846.000000 Penalty: 5373.427734
	Iteration 13Q: 3 clusters Score -9116846 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -9117790.000000 Penalty: 5373.427734
	Iteration 14Q: 3 clusters Score -9117790 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -9118166.000000 Penalty: 5373.427734
	Iteration 15Q: 3 clusters Score -9118166 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -9118326.000000 Penalty: 5373.427734
	Iteration 16Q: 3 clusters Score -9118326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -9118406.000000 Penalty: 5373.427734
	Iteration 17Q: 3 clusters Score -9118406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9118480.000000 Penalty: 5373.427734
	Iteration 18Q: 3 clusters Score -9118480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -9118523.000000 Penalty: 5373.427734
	Iteration 19Q: 3 clusters Score -9118523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -9118544.000000 Penalty: 5373.427734
	Iteration 20F: 3 clusters Score -9118544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -9118558.000000 Penalty: 5373.427734
	Iteration 21Q: 3 clusters Score -9118558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9118545.000000 Penalty: 5373.427734
	Iteration 22Q: 3 clusters Score -9118545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9118548.000000 Penalty: 5373.427734
	Iteration 23Q: 3 clusters Score -9118548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -9118546.000000 Penalty: 5373.427734
	Iteration 24Q: 3 clusters Score -9118546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -9118546.000000 Penalty: 5373.427734
	Iteration 25F: 3 clusters Score -9118546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Entering Unmasked Estep 
Score: -7384889.500000 Penalty: 2635.566650
	Iteration 0F: 2 clusters Score -7384890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -7357131.500000 Penalty: 5271.133301
	Iteration 0F: 3 clusters Score -7357132 nChanged 18884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7367672.500000 Penalty: 5271.133301
	Iteration 1F: 3 clusters Score -7367672 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -7368258.000000 Penalty: 5271.133301
	Iteration 2Q: 3 clusters Score -7368258 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -7368952.500000 Penalty: 5271.133301
	Iteration 3Q: 3 clusters Score -7368952 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -7369814.000000 Penalty: 5271.133301
	Iteration 4Q: 3 clusters Score -7369814 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -7370885.000000 Penalty: 5271.133301
	Iteration 5F: 3 clusters Score -7370885 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7372210.000000 Penalty: 5271.133301
	Iteration 6F: 3 clusters Score -7372210 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -7373910.500000 Penalty: 5271.133301
	Iteration 7F: 3 clusters Score -7373910 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7375979.000000 Penalty: 5271.133301
	Iteration 8F: 3 clusters Score -7375979 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -7378104.500000 Penalty: 5271.133301
	Iteration 9F: 3 clusters Score -7378104 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -7379871.000000 Penalty: 5271.133301
	Iteration 10F: 3 clusters Score -7379871 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -7381098.500000 Penalty: 5271.133301
	Iteration 11Q: 3 clusters Score -7381098 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -7381814.500000 Penalty: 5271.133301
	Iteration 12Q: 3 clusters Score -7381814 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -7382251.500000 Penalty: 5271.133301
	Iteration 13Q: 3 clusters Score -7382252 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -7382476.000000 Penalty: 5271.133301
	Iteration 14Q: 3 clusters Score -7382476 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7382587.500000 Penalty: 5271.133301
	Iteration 15Q: 3 clusters Score -7382588 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7382671.000000 Penalty: 5271.133301
	Iteration 16Q: 3 clusters Score -7382671 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -7382714.000000 Penalty: 5271.133301
	Iteration 17Q: 3 clusters Score -7382714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7382729.500000 Penalty: 5271.133301
	Iteration 18Q: 3 clusters Score -7382730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -7382754.000000 Penalty: 5271.133301
	Iteration 19Q: 3 clusters Score -7382754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7382761.500000 Penalty: 5271.133301
	Iteration 20F: 3 clusters Score -7382762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7382765.500000 Penalty: 5271.133301
	Iteration 21Q: 3 clusters Score -7382766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -7382766.500000 Penalty: 5271.133301
	Iteration 22Q: 3 clusters Score -7382766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7382774.000000 Penalty: 5271.133301
	Iteration 23Q: 3 clusters Score -7382774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7382780.500000 Penalty: 5271.133301
	Iteration 24Q: 3 clusters Score -7382780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7382784.500000 Penalty: 5271.133301
	Iteration 25Q: 3 clusters Score -7382784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7382795.000000 Penalty: 5271.133301
	Iteration 26Q: 3 clusters Score -7382795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7382792.000000 Penalty: 5271.133301
	Iteration 27Q: 3 clusters Score -7382792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -7382795.000000 Penalty: 5271.133301
	Iteration 28Q: 3 clusters Score -7382795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -7382799.000000 Penalty: 5271.133301
	Iteration 29Q: 3 clusters Score -7382799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7382807.000000 Penalty: 5271.133301
	Iteration 30Q: 3 clusters Score -7382807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -7382799.000000 Penalty: 5271.133301
	Iteration 31Q: 3 clusters Score -7382799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7382814.000000 Penalty: 5271.133301
	Iteration 32Q: 3 clusters Score -7382814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -7382806.000000 Penalty: 5271.133301
	Iteration 33Q: 3 clusters Score -7382806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7382813.000000 Penalty: 5271.133301
	Iteration 34Q: 3 clusters Score -7382813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7382815.000000 Penalty: 5271.133301
	Iteration 35Q: 3 clusters Score -7382815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7382821.000000 Penalty: 5271.133301
	Iteration 36Q: 3 clusters Score -7382821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7382825.500000 Penalty: 5271.133301
	Iteration 37Q: 3 clusters Score -7382826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7382831.000000 Penalty: 5271.133301
	Iteration 38Q: 3 clusters Score -7382831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7382833.500000 Penalty: 5271.133301
	Iteration 39Q: 3 clusters Score -7382834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -7382832.000000 Penalty: 5271.133301
	Iteration 40F: 3 clusters Score -7382832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -7382828.500000 Penalty: 5271.133301
	Iteration 41Q: 3 clusters Score -7382828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -7382829.000000 Penalty: 5271.133301
	Iteration 42Q: 3 clusters Score -7382829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7382829.000000 Penalty: 5271.133301
	Iteration 43Q: 3 clusters Score -7382829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7382831.500000 Penalty: 5271.133301
	Iteration 44Q: 3 clusters Score -7382832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -7382832.000000 Penalty: 5271.133301
	Iteration 45Q: 3 clusters Score -7382832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7382829.000000 Penalty: 5271.133301
	Iteration 46Q: 3 clusters Score -7382829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -7382835.500000 Penalty: 5271.133301
	Iteration 47Q: 3 clusters Score -7382836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -7382832.000000 Penalty: 5271.133301
	Iteration 48Q: 3 clusters Score -7382832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -7382835.000000 Penalty: 5271.133301
	Iteration 49Q: 3 clusters Score -7382835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -7382839.500000 Penalty: 5271.133301
	Iteration 50Q: 3 clusters Score -7382840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -7382845.500000 Penalty: 5271.133301
	Iteration 51Q: 3 clusters Score -7382846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7382846.000000 Penalty: 5271.133301
	Iteration 52Q: 3 clusters Score -7382846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -7382842.000000 Penalty: 5271.133301
	Iteration 53Q: 3 clusters Score -7382842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -7382848.500000 Penalty: 5271.133301
	Iteration 54Q: 3 clusters Score -7382848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7382848.500000 Penalty: 5271.133301
	Iteration 55Q: 3 clusters Score -7382848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -7382858.000000 Penalty: 5271.133301
	Iteration 56Q: 3 clusters Score -7382858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -7382855.500000 Penalty: 5271.133301
	Iteration 57Q: 3 clusters Score -7382856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -7382863.000000 Penalty: 5271.133301
	Iteration 58Q: 3 clusters Score -7382863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -7382863.000000 Penalty: 5271.133301
	Iteration 59Q: 3 clusters Score -7382863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7382859.000000 Penalty: 5271.133301
	Iteration 60F: 3 clusters Score -7382859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -7382861.000000 Penalty: 5271.133301
	Iteration 61Q: 3 clusters Score -7382861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -7382863.000000 Penalty: 5271.133301
	Iteration 62Q: 3 clusters Score -7382863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -7382865.000000 Penalty: 5271.133301
	Iteration 63Q: 3 clusters Score -7382865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7382867.000000 Penalty: 5271.133301
	Iteration 64Q: 3 clusters Score -7382867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7382867.000000 Penalty: 5271.133301
	Iteration 65Q: 3 clusters Score -7382867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7382867.000000 Penalty: 5271.133301
	Iteration 66F: 3 clusters Score -7382867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Entering Unmasked Estep 
Score: -10702683.000000 Penalty: 2726.044922
	Iteration 0F: 2 clusters Score -1.070268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -10672548.000000 Penalty: 5452.089844
	Iteration 0F: 3 clusters Score -1.067255e+07 nChanged 27782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -10688148.000000 Penalty: 5452.089844
	Iteration 1F: 3 clusters Score -1.068815e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -10688678.000000 Penalty: 5452.089844
	Iteration 2Q: 3 clusters Score -1.068868e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -10689190.000000 Penalty: 5452.089844
	Iteration 3Q: 3 clusters Score -1.068919e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -10689626.000000 Penalty: 5452.089844
	Iteration 4Q: 3 clusters Score -1.068963e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -10690037.000000 Penalty: 5452.089844
	Iteration 5Q: 3 clusters Score -1.069004e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -10690547.000000 Penalty: 5452.089844
	Iteration 6Q: 3 clusters Score -1.069055e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -10691064.000000 Penalty: 5452.089844
	Iteration 7Q: 3 clusters Score -1.069106e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -10691598.000000 Penalty: 5452.089844
	Iteration 8Q: 3 clusters Score -1.06916e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -10692208.000000 Penalty: 5452.089844
	Iteration 9Q: 3 clusters Score -1.069221e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -10693008.000000 Penalty: 5452.089844
	Iteration 10Q: 3 clusters Score -1.069301e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -10694002.000000 Penalty: 5452.089844
	Iteration 11Q: 3 clusters Score -1.0694e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -10695293.000000 Penalty: 5452.089844
	Iteration 12Q: 3 clusters Score -1.069529e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -10696811.000000 Penalty: 5452.089844
	Iteration 13Q: 3 clusters Score -1.069681e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -10698552.000000 Penalty: 5452.089844
	Iteration 14Q: 3 clusters Score -1.069855e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -10700394.000000 Penalty: 5452.089844
	Iteration 15Q: 3 clusters Score -1.070039e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -10702421.000000 Penalty: 5452.089844
	Iteration 16Q: 3 clusters Score -1.070242e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -10704193.000000 Penalty: 5452.089844
	Iteration 17Q: 3 clusters Score -1.070419e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -10705222.000000 Penalty: 5452.089844
	Iteration 18Q: 3 clusters Score -1.070522e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -10705914.000000 Penalty: 5452.089844
	Iteration 19Q: 3 clusters Score -1.070591e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -10706413.000000 Penalty: 5452.089844
	Iteration 20F: 3 clusters Score -1.070641e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -10706808.000000 Penalty: 5452.089844
	Iteration 21Q: 3 clusters Score -1.070681e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -10707146.000000 Penalty: 5452.089844
	Iteration 22Q: 3 clusters Score -1.070715e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -10707383.000000 Penalty: 5452.089844
	Iteration 23Q: 3 clusters Score -1.070738e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -10707541.000000 Penalty: 5452.089844
	Iteration 24Q: 3 clusters Score -1.070754e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -10707646.000000 Penalty: 5452.089844
	Iteration 25Q: 3 clusters Score -1.070765e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -10707708.000000 Penalty: 5452.089844
	Iteration 26Q: 3 clusters Score -1.070771e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -10707766.000000 Penalty: 5452.089844
	Iteration 27Q: 3 clusters Score -1.070777e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -10707823.000000 Penalty: 5452.089844
	Iteration 28Q: 3 clusters Score -1.070782e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -10707817.000000 Penalty: 5452.089844
	Iteration 29Q: 3 clusters Score -1.070782e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -10707820.000000 Penalty: 5452.089844
	Iteration 30Q: 3 clusters Score -1.070782e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -10707802.000000 Penalty: 5452.089844
	Iteration 31Q: 3 clusters Score -1.07078e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -10707799.000000 Penalty: 5452.089844
	Iteration 32Q: 3 clusters Score -1.07078e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -10707792.000000 Penalty: 5452.089844
	Iteration 33Q: 3 clusters Score -1.070779e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -10707802.000000 Penalty: 5452.089844
	Iteration 34Q: 3 clusters Score -1.07078e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -10707802.000000 Penalty: 5452.089844
	Iteration 35Q: 3 clusters Score -1.07078e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -10707803.000000 Penalty: 5452.089844
	Iteration 36Q: 3 clusters Score -1.07078e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -10707793.000000 Penalty: 5452.089844
	Iteration 37Q: 3 clusters Score -1.070779e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -10707778.000000 Penalty: 5452.089844
	Iteration 38Q: 3 clusters Score -1.070778e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -10707756.000000 Penalty: 5452.089844
	Iteration 39Q: 3 clusters Score -1.070776e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -10707755.000000 Penalty: 5452.089844
	Iteration 40F: 3 clusters Score -1.070776e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -10707746.000000 Penalty: 5452.089844
	Iteration 41Q: 3 clusters Score -1.070775e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -10707718.000000 Penalty: 5452.089844
	Iteration 42Q: 3 clusters Score -1.070772e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -10707693.000000 Penalty: 5452.089844
	Iteration 43Q: 3 clusters Score -1.070769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -10707698.000000 Penalty: 5452.089844
	Iteration 44Q: 3 clusters Score -1.07077e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -10707702.000000 Penalty: 5452.089844
	Iteration 45Q: 3 clusters Score -1.07077e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -10707671.000000 Penalty: 5452.089844
	Iteration 46Q: 3 clusters Score -1.070767e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -10707636.000000 Penalty: 5452.089844
	Iteration 47Q: 3 clusters Score -1.070764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -10707631.000000 Penalty: 5452.089844
	Iteration 48Q: 3 clusters Score -1.070763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -10707634.000000 Penalty: 5452.089844
	Iteration 49Q: 3 clusters Score -1.070763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -10707636.000000 Penalty: 5452.089844
	Iteration 50Q: 3 clusters Score -1.070764e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -10707613.000000 Penalty: 5452.089844
	Iteration 51Q: 3 clusters Score -1.070761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -10707611.000000 Penalty: 5452.089844
	Iteration 52Q: 3 clusters Score -1.070761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -10707582.000000 Penalty: 5452.089844
	Iteration 53Q: 3 clusters Score -1.070758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -10707583.000000 Penalty: 5452.089844
	Iteration 54Q: 3 clusters Score -1.070758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -10707580.000000 Penalty: 5452.089844
	Iteration 55Q: 3 clusters Score -1.070758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -10707573.000000 Penalty: 5452.089844
	Iteration 56Q: 3 clusters Score -1.070757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -10707567.000000 Penalty: 5452.089844
	Iteration 57Q: 3 clusters Score -1.070757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -10707573.000000 Penalty: 5452.089844
	Iteration 58Q: 3 clusters Score -1.070757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -10707578.000000 Penalty: 5452.089844
	Iteration 59Q: 3 clusters Score -1.070758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -10707578.000000 Penalty: 5452.089844
	Iteration 60F: 3 clusters Score -1.070758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -10707585.000000 Penalty: 5452.089844
	Iteration 61Q: 3 clusters Score -1.070758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -10707580.000000 Penalty: 5452.089844
	Iteration 62Q: 3 clusters Score -1.070758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -10707572.000000 Penalty: 5452.089844
	Iteration 63Q: 3 clusters Score -1.070757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -10707572.000000 Penalty: 5452.089844
	Iteration 64Q: 3 clusters Score -1.070757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -10707565.000000 Penalty: 5452.089844
	Iteration 65Q: 3 clusters Score -1.070756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -10707560.000000 Penalty: 5452.089844
	Iteration 66Q: 3 clusters Score -1.070756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -10707557.000000 Penalty: 5452.089844
	Iteration 67Q: 3 clusters Score -1.070756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -10707553.000000 Penalty: 5452.089844
	Iteration 68Q: 3 clusters Score -1.070755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -10707557.000000 Penalty: 5452.089844
	Iteration 69Q: 3 clusters Score -1.070756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -10707544.000000 Penalty: 5452.089844
	Iteration 70Q: 3 clusters Score -1.070754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -10707553.000000 Penalty: 5452.089844
	Iteration 71Q: 3 clusters Score -1.070755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -10707556.000000 Penalty: 5452.089844
	Iteration 72Q: 3 clusters Score -1.070756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -10707556.000000 Penalty: 5452.089844
	Iteration 73Q: 3 clusters Score -1.070756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -10707566.000000 Penalty: 5452.089844
	Iteration 74Q: 3 clusters Score -1.070757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -10707547.000000 Penalty: 5452.089844
	Iteration 75Q: 3 clusters Score -1.070755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -10707559.000000 Penalty: 5452.089844
	Iteration 76Q: 3 clusters Score -1.070756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -10707540.000000 Penalty: 5452.089844
	Iteration 77Q: 3 clusters Score -1.070754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -10707545.000000 Penalty: 5452.089844
	Iteration 78Q: 3 clusters Score -1.070754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -10707540.000000 Penalty: 5452.089844
	Iteration 79Q: 3 clusters Score -1.070754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -10707535.000000 Penalty: 5452.089844
	Iteration 80F: 3 clusters Score -1.070754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -10707524.000000 Penalty: 5452.089844
	Iteration 81Q: 3 clusters Score -1.070752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -10707527.000000 Penalty: 5452.089844
	Iteration 82Q: 3 clusters Score -1.070753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -10707519.000000 Penalty: 5452.089844
	Iteration 83Q: 3 clusters Score -1.070752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -10707515.000000 Penalty: 5452.089844
	Iteration 84Q: 3 clusters Score -1.070752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -10707515.000000 Penalty: 5452.089844
	Iteration 85Q: 3 clusters Score -1.070752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -10707517.000000 Penalty: 5452.089844
	Iteration 86Q: 3 clusters Score -1.070752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -10707522.000000 Penalty: 5452.089844
	Iteration 87Q: 3 clusters Score -1.070752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -10707522.000000 Penalty: 5452.089844
	Iteration 88F: 3 clusters Score -1.070752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50605 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 43218 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46697 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44799 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 40499 members 
Mstep: Class 30 contains 16186 members 
Mstep: Class 31 contains 42452 members 
Mstep: Class 32 contains 49542 members 
Mstep: Class 33 contains 44732 members 
Mstep: Class 34 contains 43487 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 47736 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
Score: -196428592.000000 Penalty: 141646.312500
Splitting cluster 13 changes total score from -196425792.000000 to -196428592.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (45539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Entering Unmasked Estep 
Score: -8101491.000000 Penalty: 2660.128418
	Iteration 0F: 2 clusters Score -8101491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8071895.500000 Penalty: 5320.256836
	Iteration 0F: 3 clusters Score -8071896 nChanged 20835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -8083757.000000 Penalty: 5320.256836
	Iteration 1F: 3 clusters Score -8083757 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -8084906.500000 Penalty: 5320.256836
	Iteration 2F: 3 clusters Score -8084906 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -8086678.500000 Penalty: 5320.256836
	Iteration 3F: 3 clusters Score -8086678 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -8089047.000000 Penalty: 5320.256836
	Iteration 4F: 3 clusters Score -8089047 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -8092096.000000 Penalty: 5320.256836
	Iteration 5F: 3 clusters Score -8092096 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8095140.000000 Penalty: 5320.256836
	Iteration 6F: 3 clusters Score -8095140 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8097245.000000 Penalty: 5320.256836
	Iteration 7F: 3 clusters Score -8097245 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8098377.000000 Penalty: 5320.256836
	Iteration 8Q: 3 clusters Score -8098377 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8098844.500000 Penalty: 5320.256836
	Iteration 9Q: 3 clusters Score -8098844 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8099056.500000 Penalty: 5320.256836
	Iteration 10Q: 3 clusters Score -8099056 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8099181.000000 Penalty: 5320.256836
	Iteration 11Q: 3 clusters Score -8099181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8099224.500000 Penalty: 5320.256836
	Iteration 12Q: 3 clusters Score -8099224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8099264.500000 Penalty: 5320.256836
	Iteration 13Q: 3 clusters Score -8099264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8099287.000000 Penalty: 5320.256836
	Iteration 14Q: 3 clusters Score -8099287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8099293.500000 Penalty: 5320.256836
	Iteration 15Q: 3 clusters Score -8099294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8099303.500000 Penalty: 5320.256836
	Iteration 16Q: 3 clusters Score -8099304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8099307.000000 Penalty: 5320.256836
	Iteration 17Q: 3 clusters Score -8099307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8099306.500000 Penalty: 5320.256836
	Iteration 18Q: 3 clusters Score -8099306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8099309.500000 Penalty: 5320.256836
	Iteration 19Q: 3 clusters Score -8099310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8099318.500000 Penalty: 5320.256836
	Iteration 20F: 3 clusters Score -8099318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8099325.000000 Penalty: 5320.256836
	Iteration 21Q: 3 clusters Score -8099325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8099330.000000 Penalty: 5320.256836
	Iteration 22Q: 3 clusters Score -8099330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8099328.000000 Penalty: 5320.256836
	Iteration 23Q: 3 clusters Score -8099328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8099333.500000 Penalty: 5320.256836
	Iteration 24Q: 3 clusters Score -8099334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8099341.500000 Penalty: 5320.256836
	Iteration 25Q: 3 clusters Score -8099342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8099350.500000 Penalty: 5320.256836
	Iteration 26Q: 3 clusters Score -8099350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8099351.000000 Penalty: 5320.256836
	Iteration 27Q: 3 clusters Score -8099351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8099355.500000 Penalty: 5320.256836
	Iteration 28Q: 3 clusters Score -8099356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8099350.000000 Penalty: 5320.256836
	Iteration 29Q: 3 clusters Score -8099350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8099359.500000 Penalty: 5320.256836
	Iteration 30Q: 3 clusters Score -8099360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8099359.500000 Penalty: 5320.256836
	Iteration 31F: 3 clusters Score -8099360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Entering Unmasked Estep 
Score: -8122820.000000 Penalty: 2659.211914
	Iteration 0F: 2 clusters Score -8122820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8093061.000000 Penalty: 5318.423828
	Iteration 0F: 3 clusters Score -8093061 nChanged 20830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -8104601.500000 Penalty: 5318.423828
	Iteration 1F: 3 clusters Score -8104602 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -8105306.000000 Penalty: 5318.423828
	Iteration 2Q: 3 clusters Score -8105306 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -8106386.000000 Penalty: 5318.423828
	Iteration 3Q: 3 clusters Score -8106386 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -8108094.500000 Penalty: 5318.423828
	Iteration 4F: 3 clusters Score -8108094 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -8110671.500000 Penalty: 5318.423828
	Iteration 5F: 3 clusters Score -8110672 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -8113952.000000 Penalty: 5318.423828
	Iteration 6F: 3 clusters Score -8113952 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8117229.500000 Penalty: 5318.423828
	Iteration 7F: 3 clusters Score -8117230 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8119188.000000 Penalty: 5318.423828
	Iteration 8Q: 3 clusters Score -8119188 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8120052.000000 Penalty: 5318.423828
	Iteration 9Q: 3 clusters Score -8120052 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8120333.500000 Penalty: 5318.423828
	Iteration 10Q: 3 clusters Score -8120334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -8120440.000000 Penalty: 5318.423828
	Iteration 11Q: 3 clusters Score -8120440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8120480.500000 Penalty: 5318.423828
	Iteration 12Q: 3 clusters Score -8120480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8120508.500000 Penalty: 5318.423828
	Iteration 13Q: 3 clusters Score -8120508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -8120518.500000 Penalty: 5318.423828
	Iteration 14Q: 3 clusters Score -8120518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8120526.000000 Penalty: 5318.423828
	Iteration 15Q: 3 clusters Score -8120526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8120524.000000 Penalty: 5318.423828
	Iteration 16Q: 3 clusters Score -8120524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8120528.500000 Penalty: 5318.423828
	Iteration 17Q: 3 clusters Score -8120528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8120524.000000 Penalty: 5318.423828
	Iteration 18Q: 3 clusters Score -8120524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8120524.000000 Penalty: 5318.423828
	Iteration 19F: 3 clusters Score -8120524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Entering Unmasked Estep 
Score: -6429081.000000 Penalty: 2603.250977
	Iteration 0F: 2 clusters Score -6429081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -6404646.500000 Penalty: 5206.501953
	Iteration 0F: 3 clusters Score -6404646 nChanged 16524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6413728.000000 Penalty: 5206.501953
	Iteration 1F: 3 clusters Score -6413728 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -6414247.000000 Penalty: 5206.501953
	Iteration 2Q: 3 clusters Score -6414247 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -6414766.000000 Penalty: 5206.501953
	Iteration 3Q: 3 clusters Score -6414766 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6415372.000000 Penalty: 5206.501953
	Iteration 4Q: 3 clusters Score -6415372 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -6416117.500000 Penalty: 5206.501953
	Iteration 5Q: 3 clusters Score -6416118 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -6417068.500000 Penalty: 5206.501953
	Iteration 6F: 3 clusters Score -6417068 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -6418245.500000 Penalty: 5206.501953
	Iteration 7F: 3 clusters Score -6418246 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -6419642.500000 Penalty: 5206.501953
	Iteration 8F: 3 clusters Score -6419642 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6421133.000000 Penalty: 5206.501953
	Iteration 9F: 3 clusters Score -6421133 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -6422550.500000 Penalty: 5206.501953
	Iteration 10F: 3 clusters Score -6422550 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6423668.000000 Penalty: 5206.501953
	Iteration 11Q: 3 clusters Score -6423668 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6424423.500000 Penalty: 5206.501953
	Iteration 12Q: 3 clusters Score -6424424 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -6424963.000000 Penalty: 5206.501953
	Iteration 13Q: 3 clusters Score -6424963 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -6425265.500000 Penalty: 5206.501953
	Iteration 14Q: 3 clusters Score -6425266 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -6425401.500000 Penalty: 5206.501953
	Iteration 15Q: 3 clusters Score -6425402 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -6425559.500000 Penalty: 5206.501953
	Iteration 16Q: 3 clusters Score -6425560 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6425637.500000 Penalty: 5206.501953
	Iteration 17Q: 3 clusters Score -6425638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -6425729.000000 Penalty: 5206.501953
	Iteration 18Q: 3 clusters Score -6425729 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -6425777.000000 Penalty: 5206.501953
	Iteration 19Q: 3 clusters Score -6425777 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -6425820.500000 Penalty: 5206.501953
	Iteration 20F: 3 clusters Score -6425820 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6425899.000000 Penalty: 5206.501953
	Iteration 21Q: 3 clusters Score -6425899 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6425926.000000 Penalty: 5206.501953
	Iteration 22Q: 3 clusters Score -6425926 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6425966.000000 Penalty: 5206.501953
	Iteration 23Q: 3 clusters Score -6425966 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6425982.500000 Penalty: 5206.501953
	Iteration 24Q: 3 clusters Score -6425982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6426021.500000 Penalty: 5206.501953
	Iteration 25Q: 3 clusters Score -6426022 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6426071.500000 Penalty: 5206.501953
	Iteration 26Q: 3 clusters Score -6426072 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -6426115.000000 Penalty: 5206.501953
	Iteration 27Q: 3 clusters Score -6426115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6426161.500000 Penalty: 5206.501953
	Iteration 28Q: 3 clusters Score -6426162 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6426227.500000 Penalty: 5206.501953
	Iteration 29Q: 3 clusters Score -6426228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6426295.000000 Penalty: 5206.501953
	Iteration 30Q: 3 clusters Score -6426295 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6426333.500000 Penalty: 5206.501953
	Iteration 31Q: 3 clusters Score -6426334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6426416.500000 Penalty: 5206.501953
	Iteration 32Q: 3 clusters Score -6426416 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6426486.500000 Penalty: 5206.501953
	Iteration 33Q: 3 clusters Score -6426486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6426553.500000 Penalty: 5206.501953
	Iteration 34Q: 3 clusters Score -6426554 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6426620.500000 Penalty: 5206.501953
	Iteration 35Q: 3 clusters Score -6426620 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6426681.500000 Penalty: 5206.501953
	Iteration 36Q: 3 clusters Score -6426682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6426736.500000 Penalty: 5206.501953
	Iteration 37Q: 3 clusters Score -6426736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6426788.000000 Penalty: 5206.501953
	Iteration 38Q: 3 clusters Score -6426788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6426837.500000 Penalty: 5206.501953
	Iteration 39Q: 3 clusters Score -6426838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6426881.500000 Penalty: 5206.501953
	Iteration 40F: 3 clusters Score -6426882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6426908.500000 Penalty: 5206.501953
	Iteration 41Q: 3 clusters Score -6426908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6426949.000000 Penalty: 5206.501953
	Iteration 42Q: 3 clusters Score -6426949 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6426966.500000 Penalty: 5206.501953
	Iteration 43Q: 3 clusters Score -6426966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6426986.000000 Penalty: 5206.501953
	Iteration 44Q: 3 clusters Score -6426986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6427013.000000 Penalty: 5206.501953
	Iteration 45Q: 3 clusters Score -6427013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6427031.500000 Penalty: 5206.501953
	Iteration 46Q: 3 clusters Score -6427032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6427049.500000 Penalty: 5206.501953
	Iteration 47Q: 3 clusters Score -6427050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6427065.500000 Penalty: 5206.501953
	Iteration 48Q: 3 clusters Score -6427066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6427080.500000 Penalty: 5206.501953
	Iteration 49Q: 3 clusters Score -6427080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6427091.000000 Penalty: 5206.501953
	Iteration 50Q: 3 clusters Score -6427091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6427111.500000 Penalty: 5206.501953
	Iteration 51Q: 3 clusters Score -6427112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6427131.500000 Penalty: 5206.501953
	Iteration 52Q: 3 clusters Score -6427132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6427142.000000 Penalty: 5206.501953
	Iteration 53Q: 3 clusters Score -6427142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6427147.500000 Penalty: 5206.501953
	Iteration 54Q: 3 clusters Score -6427148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6427162.000000 Penalty: 5206.501953
	Iteration 55Q: 3 clusters Score -6427162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6427165.500000 Penalty: 5206.501953
	Iteration 56Q: 3 clusters Score -6427166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6427173.500000 Penalty: 5206.501953
	Iteration 57Q: 3 clusters Score -6427174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6427178.500000 Penalty: 5206.501953
	Iteration 58Q: 3 clusters Score -6427178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6427182.000000 Penalty: 5206.501953
	Iteration 59Q: 3 clusters Score -6427182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6427177.000000 Penalty: 5206.501953
	Iteration 60F: 3 clusters Score -6427177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6427180.000000 Penalty: 5206.501953
	Iteration 61Q: 3 clusters Score -6427180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6427179.500000 Penalty: 5206.501953
	Iteration 62Q: 3 clusters Score -6427180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6427176.500000 Penalty: 5206.501953
	Iteration 63Q: 3 clusters Score -6427176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6427176.500000 Penalty: 5206.501953
	Iteration 64F: 3 clusters Score -6427176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Entering Unmasked Estep 
Score: -3410996.000000 Penalty: 2451.711914
	Iteration 0F: 2 clusters Score -3410996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3397124.000000 Penalty: 4903.423828
	Iteration 0F: 3 clusters Score -3397124 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3401939.000000 Penalty: 4903.423828
	Iteration 1F: 3 clusters Score -3401939 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3402344.000000 Penalty: 4903.423828
	Iteration 2F: 3 clusters Score -3402344 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3402714.500000 Penalty: 4903.423828
	Iteration 3Q: 3 clusters Score -3402714 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3403023.000000 Penalty: 4903.423828
	Iteration 4Q: 3 clusters Score -3403023 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3403320.750000 Penalty: 4903.423828
	Iteration 5Q: 3 clusters Score -3403321 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3403578.250000 Penalty: 4903.423828
	Iteration 6Q: 3 clusters Score -3403578 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3403788.750000 Penalty: 4903.423828
	Iteration 7Q: 3 clusters Score -3403789 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3403938.500000 Penalty: 4903.423828
	Iteration 8Q: 3 clusters Score -3403938 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3404071.750000 Penalty: 4903.423828
	Iteration 9Q: 3 clusters Score -3404072 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3404162.000000 Penalty: 4903.423828
	Iteration 10Q: 3 clusters Score -3404162 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3404271.500000 Penalty: 4903.423828
	Iteration 11Q: 3 clusters Score -3404272 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3404351.500000 Penalty: 4903.423828
	Iteration 12Q: 3 clusters Score -3404352 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3404438.500000 Penalty: 4903.423828
	Iteration 13Q: 3 clusters Score -3404438 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3404534.750000 Penalty: 4903.423828
	Iteration 14Q: 3 clusters Score -3404535 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3404625.000000 Penalty: 4903.423828
	Iteration 15Q: 3 clusters Score -3404625 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3404715.500000 Penalty: 4903.423828
	Iteration 16Q: 3 clusters Score -3404716 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3404826.250000 Penalty: 4903.423828
	Iteration 17Q: 3 clusters Score -3404826 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3404972.750000 Penalty: 4903.423828
	Iteration 18Q: 3 clusters Score -3404973 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3405157.750000 Penalty: 4903.423828
	Iteration 19Q: 3 clusters Score -3405158 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3405403.000000 Penalty: 4903.423828
	Iteration 20F: 3 clusters Score -3405403 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3405699.500000 Penalty: 4903.423828
	Iteration 21Q: 3 clusters Score -3405700 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3406086.750000 Penalty: 4903.423828
	Iteration 22Q: 3 clusters Score -3406087 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3406541.750000 Penalty: 4903.423828
	Iteration 23Q: 3 clusters Score -3406542 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3407091.750000 Penalty: 4903.423828
	Iteration 24Q: 3 clusters Score -3407092 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3407613.750000 Penalty: 4903.423828
	Iteration 25Q: 3 clusters Score -3407614 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3407951.750000 Penalty: 4903.423828
	Iteration 26Q: 3 clusters Score -3407952 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3408230.000000 Penalty: 4903.423828
	Iteration 27Q: 3 clusters Score -3408230 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3408478.250000 Penalty: 4903.423828
	Iteration 28Q: 3 clusters Score -3408478 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3408645.750000 Penalty: 4903.423828
	Iteration 29Q: 3 clusters Score -3408646 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3408767.500000 Penalty: 4903.423828
	Iteration 30Q: 3 clusters Score -3408768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3408859.750000 Penalty: 4903.423828
	Iteration 31Q: 3 clusters Score -3408860 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3408920.500000 Penalty: 4903.423828
	Iteration 32Q: 3 clusters Score -3408920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3408966.000000 Penalty: 4903.423828
	Iteration 33Q: 3 clusters Score -3408966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3408989.000000 Penalty: 4903.423828
	Iteration 34Q: 3 clusters Score -3408989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3409008.750000 Penalty: 4903.423828
	Iteration 35Q: 3 clusters Score -3409009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3409036.500000 Penalty: 4903.423828
	Iteration 36Q: 3 clusters Score -3409036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3409058.250000 Penalty: 4903.423828
	Iteration 37Q: 3 clusters Score -3409058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3409073.500000 Penalty: 4903.423828
	Iteration 38Q: 3 clusters Score -3409074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3409089.750000 Penalty: 4903.423828
	Iteration 39Q: 3 clusters Score -3409090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3409098.500000 Penalty: 4903.423828
	Iteration 40F: 3 clusters Score -3409098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3409109.500000 Penalty: 4903.423828
	Iteration 41Q: 3 clusters Score -3409110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3409119.500000 Penalty: 4903.423828
	Iteration 42Q: 3 clusters Score -3409120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3409134.250000 Penalty: 4903.423828
	Iteration 43Q: 3 clusters Score -3409134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3409141.500000 Penalty: 4903.423828
	Iteration 44Q: 3 clusters Score -3409142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3409146.000000 Penalty: 4903.423828
	Iteration 45Q: 3 clusters Score -3409146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3409153.250000 Penalty: 4903.423828
	Iteration 46Q: 3 clusters Score -3409153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3409157.250000 Penalty: 4903.423828
	Iteration 47Q: 3 clusters Score -3409157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3409157.750000 Penalty: 4903.423828
	Iteration 48Q: 3 clusters Score -3409158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3409151.500000 Penalty: 4903.423828
	Iteration 49Q: 3 clusters Score -3409152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3409158.000000 Penalty: 4903.423828
	Iteration 50Q: 3 clusters Score -3409158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3409159.750000 Penalty: 4903.423828
	Iteration 51Q: 3 clusters Score -3409160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3409158.250000 Penalty: 4903.423828
	Iteration 52Q: 3 clusters Score -3409158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3409156.000000 Penalty: 4903.423828
	Iteration 53Q: 3 clusters Score -3409156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3409153.750000 Penalty: 4903.423828
	Iteration 54Q: 3 clusters Score -3409154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3409156.000000 Penalty: 4903.423828
	Iteration 55Q: 3 clusters Score -3409156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3409158.500000 Penalty: 4903.423828
	Iteration 56Q: 3 clusters Score -3409158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3409163.000000 Penalty: 4903.423828
	Iteration 57Q: 3 clusters Score -3409163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3409166.250000 Penalty: 4903.423828
	Iteration 58Q: 3 clusters Score -3409166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3409170.750000 Penalty: 4903.423828
	Iteration 59Q: 3 clusters Score -3409171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3409170.750000 Penalty: 4903.423828
	Iteration 60F: 3 clusters Score -3409171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -669637.750000 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -669637.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -665771.437500 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -665771.4 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -666633.812500 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -666633.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -666875.187500 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -666875.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -667026.750000 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -667026.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -667166.375000 Penalty: 4105.343750
	Iteration 4Q: 3 clusters Score -667166.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -667278.500000 Penalty: 4105.343750
	Iteration 5Q: 3 clusters Score -667278.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -667372.500000 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -667372.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -667455.625000 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -667455.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -667553.625000 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -667553.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -667647.125000 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -667647.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -667750.062500 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -667750.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -667848.750000 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -667848.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -667929.875000 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -667929.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -667992.000000 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -667992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -668058.625000 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -668058.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -668124.062500 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -668124.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -668170.312500 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -668170.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -668216.437500 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -668216.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -668250.812500 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -668250.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -668276.687500 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -668276.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -668298.062500 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -668298.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -668319.437500 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -668319.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -668327.437500 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -668327.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -668334.375000 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -668334.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -668347.500000 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -668347.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -668368.312500 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -668368.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -668387.062500 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -668387.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -668403.687500 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -668403.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -668426.562500 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -668426.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -668440.437500 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -668440.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -668446.750000 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -668446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -668453.687500 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -668453.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -668459.875000 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -668459.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -668465.437500 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -668465.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -668470.125000 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -668470.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -668475.125000 Penalty: 4105.343750
	Iteration 35Q: 3 clusters Score -668475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -668475.875000 Penalty: 4105.343750
	Iteration 36Q: 3 clusters Score -668475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -668477.125000 Penalty: 4105.343750
	Iteration 37Q: 3 clusters Score -668477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -668477.375000 Penalty: 4105.343750
	Iteration 38Q: 3 clusters Score -668477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -668479.500000 Penalty: 4105.343750
	Iteration 39Q: 3 clusters Score -668479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -668478.312500 Penalty: 4105.343750
	Iteration 40F: 3 clusters Score -668478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -105390.867188 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -105390.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103812.140625 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -103812.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104094.289062 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -104094.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -104294.859375 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -104294.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104403.429688 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -104403.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104485.929688 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -104485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104524.195312 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -104524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104548.492188 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -104548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104562.812500 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -104562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104585.734375 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -104585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104595.773438 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -104595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104604.398438 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -104604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104608.101562 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -104608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104623.929688 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -104623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104639.617188 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -104639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104651.273438 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -104651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104657.195312 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -104657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104667.265625 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -104667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104676.023438 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -104676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -104684.093750 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -104684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104686.500000 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -104686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104687.734375 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -104687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104696.695312 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -104696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104696.695312 Penalty: 3194.709473
	Iteration 22F: 3 clusters Score -104696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -42981.648438 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -42981.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41719.230469 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -41719.23 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41974.019531 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -41974.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42097.703125 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -42097.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42204.097656 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -42204.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42250.800781 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -42250.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42342.234375 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -42342.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42584.777344 Penalty: 3092.267822
	Iteration 6F: 3 clusters Score -42584.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42825.796875 Penalty: 3092.267822
	Iteration 7F: 3 clusters Score -42825.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42971.695312 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -42971.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -43118.246094 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -43118.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43227.605469 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -43227.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -43273.128906 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -43273.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43315.156250 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -43315.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43393.148438 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -43393.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43449.843750 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -43449.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43477.601562 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -43477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43487.761719 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -43487.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43489.660156 Penalty: 3092.267822
	Iteration 17F: 3 clusters Score -43489.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43508.449219 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -43508.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43508.449219 Penalty: 3092.267822
	Iteration 19F: 3 clusters Score -43508.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50605 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 43218 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46697 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44799 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 40499 members 
Mstep: Class 30 contains 16186 members 
Mstep: Class 31 contains 42452 members 
Mstep: Class 32 contains 49542 members 
Mstep: Class 33 contains 44732 members 
Mstep: Class 34 contains 43487 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 47736 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 141 members 
Entering Unmasked Estep 
Score: -196427248.000000 Penalty: 145101.093750
Splitting cluster 20 changes total score from -196425792.000000 to -196427248.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -1397237.500000 Penalty: 2222.577881
	Iteration 0F: 2 clusters Score -1397238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1390906.250000 Penalty: 4445.155762
	Iteration 0F: 3 clusters Score -1390906 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1392615.875000 Penalty: 4445.155762
	Iteration 1F: 3 clusters Score -1392616 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1392908.375000 Penalty: 4445.155762
	Iteration 2F: 3 clusters Score -1392908 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1393097.250000 Penalty: 4445.155762
	Iteration 3F: 3 clusters Score -1393097 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1393252.375000 Penalty: 4445.155762
	Iteration 4Q: 3 clusters Score -1393252 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1393407.250000 Penalty: 4445.155762
	Iteration 5Q: 3 clusters Score -1393407 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1393576.000000 Penalty: 4445.155762
	Iteration 6Q: 3 clusters Score -1393576 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1393786.125000 Penalty: 4445.155762
	Iteration 7Q: 3 clusters Score -1393786 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1394022.500000 Penalty: 4445.155762
	Iteration 8Q: 3 clusters Score -1394022 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1394239.750000 Penalty: 4445.155762
	Iteration 9Q: 3 clusters Score -1394240 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1394447.500000 Penalty: 4445.155762
	Iteration 10Q: 3 clusters Score -1394448 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1394630.750000 Penalty: 4445.155762
	Iteration 11Q: 3 clusters Score -1394631 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1394810.375000 Penalty: 4445.155762
	Iteration 12Q: 3 clusters Score -1394810 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1394967.250000 Penalty: 4445.155762
	Iteration 13Q: 3 clusters Score -1394967 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1395101.750000 Penalty: 4445.155762
	Iteration 14Q: 3 clusters Score -1395102 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1395224.750000 Penalty: 4445.155762
	Iteration 15Q: 3 clusters Score -1395225 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1395339.125000 Penalty: 4445.155762
	Iteration 16Q: 3 clusters Score -1395339 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1395422.375000 Penalty: 4445.155762
	Iteration 17Q: 3 clusters Score -1395422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1395494.875000 Penalty: 4445.155762
	Iteration 18Q: 3 clusters Score -1395495 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1395534.375000 Penalty: 4445.155762
	Iteration 19Q: 3 clusters Score -1395534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1395559.000000 Penalty: 4445.155762
	Iteration 20F: 3 clusters Score -1395559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1395571.000000 Penalty: 4445.155762
	Iteration 21Q: 3 clusters Score -1395571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1395584.250000 Penalty: 4445.155762
	Iteration 22Q: 3 clusters Score -1395584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1395599.750000 Penalty: 4445.155762
	Iteration 23Q: 3 clusters Score -1395600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1395608.625000 Penalty: 4445.155762
	Iteration 24Q: 3 clusters Score -1395609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1395613.500000 Penalty: 4445.155762
	Iteration 25Q: 3 clusters Score -1395614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1395617.875000 Penalty: 4445.155762
	Iteration 26Q: 3 clusters Score -1395618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1395622.375000 Penalty: 4445.155762
	Iteration 27Q: 3 clusters Score -1395622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1395627.125000 Penalty: 4445.155762
	Iteration 28Q: 3 clusters Score -1395627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1395629.000000 Penalty: 4445.155762
	Iteration 29Q: 3 clusters Score -1395629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1395633.500000 Penalty: 4445.155762
	Iteration 30Q: 3 clusters Score -1395634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1395638.250000 Penalty: 4445.155762
	Iteration 31Q: 3 clusters Score -1395638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1395642.375000 Penalty: 4445.155762
	Iteration 32Q: 3 clusters Score -1395642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1395643.875000 Penalty: 4445.155762
	Iteration 33Q: 3 clusters Score -1395644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1395644.000000 Penalty: 4445.155762
	Iteration 34Q: 3 clusters Score -1395644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1395645.875000 Penalty: 4445.155762
	Iteration 35Q: 3 clusters Score -1395646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1395648.125000 Penalty: 4445.155762
	Iteration 36Q: 3 clusters Score -1395648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1395649.125000 Penalty: 4445.155762
	Iteration 37Q: 3 clusters Score -1395649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1395651.625000 Penalty: 4445.155762
	Iteration 38Q: 3 clusters Score -1395652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1395651.000000 Penalty: 4445.155762
	Iteration 39Q: 3 clusters Score -1395651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1395655.000000 Penalty: 4445.155762
	Iteration 40F: 3 clusters Score -1395655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1395657.125000 Penalty: 4445.155762
	Iteration 41Q: 3 clusters Score -1395657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1395657.625000 Penalty: 4445.155762
	Iteration 42Q: 3 clusters Score -1395658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1395656.875000 Penalty: 4445.155762
	Iteration 43Q: 3 clusters Score -1395657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1395657.125000 Penalty: 4445.155762
	Iteration 44Q: 3 clusters Score -1395657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1395660.375000 Penalty: 4445.155762
	Iteration 45Q: 3 clusters Score -1395660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1395659.000000 Penalty: 4445.155762
	Iteration 46Q: 3 clusters Score -1395659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1395663.125000 Penalty: 4445.155762
	Iteration 47Q: 3 clusters Score -1395663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1395665.125000 Penalty: 4445.155762
	Iteration 48Q: 3 clusters Score -1395665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1395663.625000 Penalty: 4445.155762
	Iteration 49Q: 3 clusters Score -1395664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1395663.625000 Penalty: 4445.155762
	Iteration 50F: 3 clusters Score -1395664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2363987.000000 Penalty: 2357.171631
	Iteration 0F: 2 clusters Score -2363987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2354161.250000 Penalty: 4714.343262
	Iteration 0F: 3 clusters Score -2354161 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2357338.500000 Penalty: 4714.343262
	Iteration 1F: 3 clusters Score -2357338 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2357847.250000 Penalty: 4714.343262
	Iteration 2F: 3 clusters Score -2357847 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2358454.250000 Penalty: 4714.343262
	Iteration 3F: 3 clusters Score -2358454 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2359065.000000 Penalty: 4714.343262
	Iteration 4F: 3 clusters Score -2359065 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2359696.250000 Penalty: 4714.343262
	Iteration 5F: 3 clusters Score -2359696 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2360363.250000 Penalty: 4714.343262
	Iteration 6F: 3 clusters Score -2360363 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2361011.750000 Penalty: 4714.343262
	Iteration 7F: 3 clusters Score -2361012 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2361584.500000 Penalty: 4714.343262
	Iteration 8F: 3 clusters Score -2361584 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2362089.750000 Penalty: 4714.343262
	Iteration 9Q: 3 clusters Score -2362090 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2362489.000000 Penalty: 4714.343262
	Iteration 10Q: 3 clusters Score -2362489 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2362814.250000 Penalty: 4714.343262
	Iteration 11Q: 3 clusters Score -2362814 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2363058.750000 Penalty: 4714.343262
	Iteration 12Q: 3 clusters Score -2363059 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2363243.250000 Penalty: 4714.343262
	Iteration 13Q: 3 clusters Score -2363243 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2363366.000000 Penalty: 4714.343262
	Iteration 14Q: 3 clusters Score -2363366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2363454.500000 Penalty: 4714.343262
	Iteration 15Q: 3 clusters Score -2363454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2363515.500000 Penalty: 4714.343262
	Iteration 16Q: 3 clusters Score -2363516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2363568.250000 Penalty: 4714.343262
	Iteration 17Q: 3 clusters Score -2363568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2363601.250000 Penalty: 4714.343262
	Iteration 18Q: 3 clusters Score -2363601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2363625.500000 Penalty: 4714.343262
	Iteration 19Q: 3 clusters Score -2363626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2363649.250000 Penalty: 4714.343262
	Iteration 20F: 3 clusters Score -2363649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2363656.750000 Penalty: 4714.343262
	Iteration 21Q: 3 clusters Score -2363657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2363670.000000 Penalty: 4714.343262
	Iteration 22Q: 3 clusters Score -2363670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2363677.000000 Penalty: 4714.343262
	Iteration 23Q: 3 clusters Score -2363677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2363679.500000 Penalty: 4714.343262
	Iteration 24Q: 3 clusters Score -2363680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2363684.000000 Penalty: 4714.343262
	Iteration 25Q: 3 clusters Score -2363684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2363686.250000 Penalty: 4714.343262
	Iteration 26Q: 3 clusters Score -2363686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2363681.000000 Penalty: 4714.343262
	Iteration 27Q: 3 clusters Score -2363681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2363683.250000 Penalty: 4714.343262
	Iteration 28Q: 3 clusters Score -2363683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2363683.750000 Penalty: 4714.343262
	Iteration 29Q: 3 clusters Score -2363684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2363688.500000 Penalty: 4714.343262
	Iteration 30Q: 3 clusters Score -2363688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2363687.500000 Penalty: 4714.343262
	Iteration 31Q: 3 clusters Score -2363688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2363688.000000 Penalty: 4714.343262
	Iteration 32Q: 3 clusters Score -2363688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2363692.250000 Penalty: 4714.343262
	Iteration 33Q: 3 clusters Score -2363692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2363691.250000 Penalty: 4714.343262
	Iteration 34Q: 3 clusters Score -2363691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2363693.750000 Penalty: 4714.343262
	Iteration 35Q: 3 clusters Score -2363694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2363694.000000 Penalty: 4714.343262
	Iteration 36Q: 3 clusters Score -2363694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2363694.000000 Penalty: 4714.343262
	Iteration 37Q: 3 clusters Score -2363694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2363695.750000 Penalty: 4714.343262
	Iteration 38Q: 3 clusters Score -2363696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2363695.500000 Penalty: 4714.343262
	Iteration 39Q: 3 clusters Score -2363696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2363695.750000 Penalty: 4714.343262
	Iteration 40F: 3 clusters Score -2363696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Entering Unmasked Estep 
Score: -8454301.000000 Penalty: 2666.355957
	Iteration 0F: 2 clusters Score -8454301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -8424329.000000 Penalty: 5332.711914
	Iteration 0F: 3 clusters Score -8424329 nChanged 21443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8436361.000000 Penalty: 5332.711914
	Iteration 1F: 3 clusters Score -8436361 nChanged 1633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8436756 nChanged 1520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8437099 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8437340 nChanged 1162
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Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8437596 nChanged 1114
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Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8437823 nChanged 1032
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Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8437952 nChanged 1017
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8438164 nChanged 970
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8438367 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8438563 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8438723 nChanged 965
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8438926 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8439240 nChanged 1225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8439653 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8440267 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8441271 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8442662 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8444444 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8446287 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8447873 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8449048 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8449882 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8450464 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8450790 nChanged 639
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8451022 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8451177 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8451246 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -8451302.000000 Penalty: 5332.711914
	Iteration 28Q: 3 clusters Score -8451302 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8451367 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8451381 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8451438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8451488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8451537 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8451543 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8451544 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8451555 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8451578 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8451568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8451594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -8451606.000000 Penalty: 5332.711914
	Iteration 40F: 3 clusters Score -8451606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8451633.000000 Penalty: 5332.711914
	Iteration 41Q: 3 clusters Score -8451633 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8451646 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8451647 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -8451641.000000 Penalty: 5332.711914
	Iteration 44Q: 3 clusters Score -8451641 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8451645 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8451653 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8451666 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8451680 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8451708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8451732.000000 Penalty: 5332.711914
	Iteration 50Q: 3 clusters Score -8451732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8451738 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8451765 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3980 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8451783 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8451787 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -8451819.000000 Penalty: 5332.711914
	Iteration 55Q: 3 clusters Score -8451819 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -8451822.000000 Penalty: 5332.711914
	Iteration 56Q: 3 clusters Score -8451822 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8451825.000000 Penalty: 5332.711914
	Iteration 57Q: 3 clusters Score -8451825 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8451832 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8451820 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8451838 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8451855 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8451853 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8451847 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8451846 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8451861 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8451876 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8451892 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8451899 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8451907 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8451900 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3036 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8451935 nChanged 34
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Mstep: Class 1 contains 3002 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8451924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8451926 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2952 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8451933 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8451928 nChanged 30
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8451914 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8451916.000000 Penalty: 5332.711914
	Iteration 77Q: 3 clusters Score -8451916 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8451931 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8451922.000000 Penalty: 5332.711914
	Iteration 79Q: 3 clusters Score -8451922 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8451924 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2768 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8451929 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8451927 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2730 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8451924 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8451923 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8451916 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8451910 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8451911 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8451907.000000 Penalty: 5332.711914
	Iteration 88Q: 3 clusters Score -8451907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8451897 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2594 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8451905 nChanged 26
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Mstep: Class 1 contains 2572 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8451923 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8451917 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -8451909.000000 Penalty: 5332.711914
	Iteration 93Q: 3 clusters Score -8451909 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8451914.000000 Penalty: 5332.711914
	Iteration 94Q: 3 clusters Score -8451914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8451927.000000 Penalty: 5332.711914
	Iteration 95Q: 3 clusters Score -8451927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8451927.000000 Penalty: 5332.711914
	Iteration 96Q: 3 clusters Score -8451927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8451923.000000 Penalty: 5332.711914
	Iteration 97Q: 3 clusters Score -8451923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -8451935.000000 Penalty: 5332.711914
	Iteration 98Q: 3 clusters Score -8451935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -8451934.000000 Penalty: 5332.711914
	Iteration 99Q: 3 clusters Score -8451934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -8451944.000000 Penalty: 5332.711914
	Iteration 100F: 3 clusters Score -8451944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8451932.000000 Penalty: 5332.711914
	Iteration 101Q: 3 clusters Score -8451932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -8451937.000000 Penalty: 5332.711914
	Iteration 102Q: 3 clusters Score -8451937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8451930.000000 Penalty: 5332.711914
	Iteration 103Q: 3 clusters Score -8451930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -8451937.000000 Penalty: 5332.711914
	Iteration 104Q: 3 clusters Score -8451937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8451934.000000 Penalty: 5332.711914
	Iteration 105Q: 3 clusters Score -8451934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8451929.000000 Penalty: 5332.711914
	Iteration 106Q: 3 clusters Score -8451929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8451936.000000 Penalty: 5332.711914
	Iteration 107Q: 3 clusters Score -8451936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8451935.000000 Penalty: 5332.711914
	Iteration 108Q: 3 clusters Score -8451935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8451950.000000 Penalty: 5332.711914
	Iteration 109Q: 3 clusters Score -8451950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -8451946.000000 Penalty: 5332.711914
	Iteration 110Q: 3 clusters Score -8451946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8451949.000000 Penalty: 5332.711914
	Iteration 111Q: 3 clusters Score -8451949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8451946.000000 Penalty: 5332.711914
	Iteration 112Q: 3 clusters Score -8451946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8451948.000000 Penalty: 5332.711914
	Iteration 113Q: 3 clusters Score -8451948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8451950.000000 Penalty: 5332.711914
	Iteration 114Q: 3 clusters Score -8451950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -8451949.000000 Penalty: 5332.711914
	Iteration 115Q: 3 clusters Score -8451949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8451958.000000 Penalty: 5332.711914
	Iteration 116Q: 3 clusters Score -8451958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8451962.000000 Penalty: 5332.711914
	Iteration 117Q: 3 clusters Score -8451962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8451961.000000 Penalty: 5332.711914
	Iteration 118Q: 3 clusters Score -8451961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8451965.000000 Penalty: 5332.711914
	Iteration 119Q: 3 clusters Score -8451965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8451969.000000 Penalty: 5332.711914
	Iteration 120F: 3 clusters Score -8451969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -8451969.000000 Penalty: 5332.711914
	Iteration 121Q: 3 clusters Score -8451969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -8451972.000000 Penalty: 5332.711914
	Iteration 122Q: 3 clusters Score -8451972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -8451965.000000 Penalty: 5332.711914
	Iteration 123Q: 3 clusters Score -8451965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8451965.000000 Penalty: 5332.711914
	Iteration 124Q: 3 clusters Score -8451965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8451971.000000 Penalty: 5332.711914
	Iteration 125Q: 3 clusters Score -8451971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8451978.000000 Penalty: 5332.711914
	Iteration 126Q: 3 clusters Score -8451978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8451970.000000 Penalty: 5332.711914
	Iteration 127Q: 3 clusters Score -8451970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8451977.000000 Penalty: 5332.711914
	Iteration 128Q: 3 clusters Score -8451977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8451981.000000 Penalty: 5332.711914
	Iteration 129Q: 3 clusters Score -8451981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -8451973.000000 Penalty: 5332.711914
	Iteration 130Q: 3 clusters Score -8451973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8451985.000000 Penalty: 5332.711914
	Iteration 131Q: 3 clusters Score -8451985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8451975.000000 Penalty: 5332.711914
	Iteration 132Q: 3 clusters Score -8451975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8451973.000000 Penalty: 5332.711914
	Iteration 133Q: 3 clusters Score -8451973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -8451969.000000 Penalty: 5332.711914
	Iteration 134Q: 3 clusters Score -8451969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -8451966.000000 Penalty: 5332.711914
	Iteration 135Q: 3 clusters Score -8451966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8451969.000000 Penalty: 5332.711914
	Iteration 136Q: 3 clusters Score -8451969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8451972.000000 Penalty: 5332.711914
	Iteration 137Q: 3 clusters Score -8451972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8451979.000000 Penalty: 5332.711914
	Iteration 138Q: 3 clusters Score -8451979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -8451973.000000 Penalty: 5332.711914
	Iteration 139Q: 3 clusters Score -8451973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8451975.000000 Penalty: 5332.711914
	Iteration 140F: 3 clusters Score -8451975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -8451977.000000 Penalty: 5332.711914
	Iteration 141Q: 3 clusters Score -8451977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8451977.000000 Penalty: 5332.711914
	Iteration 142Q: 3 clusters Score -8451977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8451974.000000 Penalty: 5332.711914
	Iteration 143Q: 3 clusters Score -8451974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -8451975.000000 Penalty: 5332.711914
	Iteration 144Q: 3 clusters Score -8451975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -8451975.000000 Penalty: 5332.711914
	Iteration 145F: 3 clusters Score -8451975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -90692.703125 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -90692.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89134.984375 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -89134.98 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89470.898438 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -89470.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -89685.187500 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -89685.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89857.468750 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -89857.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89954.679688 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -89954.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90092.523438 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -90092.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90202.234375 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -90202.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90289.132812 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -90289.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90373.250000 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -90373.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90457.890625 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -90457.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90578.234375 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -90578.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90686.460938 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -90686.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90769.343750 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -90769.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90801.718750 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -90801.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90809.367188 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -90809.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90818.250000 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -90818.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90818.250000 Penalty: 3205.662598
	Iteration 16F: 3 clusters Score -90818.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50605 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 43218 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46697 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 44799 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 40499 members 
Mstep: Class 30 contains 16186 members 
Mstep: Class 31 contains 42452 members 
Mstep: Class 32 contains 49542 members 
Mstep: Class 33 contains 44732 members 
Mstep: Class 34 contains 43487 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 47736 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 141 members 
Mstep: Class 43 contains 346 members 
Entering Unmasked Estep 
Score: -196425648.000000 Penalty: 148555.890625
Splitting cluster 24 changes total score from -196425792.000000 to -196425648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Entering Unmasked Estep 
Score: -8011600.000000 Penalty: 2656.065430
	Iteration 0F: 2 clusters Score -8011600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -7982370.500000 Penalty: 5312.130859
	Iteration 0F: 3 clusters Score -7982370 nChanged 20658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -7993736.000000 Penalty: 5312.130859
	Iteration 1F: 3 clusters Score -7993736 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -7994340.500000 Penalty: 5312.130859
	Iteration 2Q: 3 clusters Score -7994340 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -7994925.500000 Penalty: 5312.130859
	Iteration 3Q: 3 clusters Score -7994926 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -7995640.000000 Penalty: 5312.130859
	Iteration 4Q: 3 clusters Score -7995640 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -7996482.000000 Penalty: 5312.130859
	Iteration 5Q: 3 clusters Score -7996482 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -7997444.500000 Penalty: 5312.130859
	Iteration 6Q: 3 clusters Score -7997444 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -7998522.000000 Penalty: 5312.130859
	Iteration 7Q: 3 clusters Score -7998522 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -7999539.000000 Penalty: 5312.130859
	Iteration 8Q: 3 clusters Score -7999539 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -8000575.500000 Penalty: 5312.130859
	Iteration 9Q: 3 clusters Score -8000576 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -8001509.500000 Penalty: 5312.130859
	Iteration 10Q: 3 clusters Score -8001510 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -8002363.500000 Penalty: 5312.130859
	Iteration 11Q: 3 clusters Score -8002364 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -8003236.500000 Penalty: 5312.130859
	Iteration 12Q: 3 clusters Score -8003236 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -8004002.500000 Penalty: 5312.130859
	Iteration 13Q: 3 clusters Score -8004002 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -8004575.500000 Penalty: 5312.130859
	Iteration 14Q: 3 clusters Score -8004576 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -8004994.000000 Penalty: 5312.130859
	Iteration 15Q: 3 clusters Score -8004994 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -8005289.000000 Penalty: 5312.130859
	Iteration 16Q: 3 clusters Score -8005289 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -8005532.500000 Penalty: 5312.130859
	Iteration 17Q: 3 clusters Score -8005532 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -8005841.500000 Penalty: 5312.130859
	Iteration 18Q: 3 clusters Score -8005842 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -8006121.000000 Penalty: 5312.130859
	Iteration 19Q: 3 clusters Score -8006121 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -8006480.000000 Penalty: 5312.130859
	Iteration 20F: 3 clusters Score -8006480 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8006840.500000 Penalty: 5312.130859
	Iteration 21Q: 3 clusters Score -8006840 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -8007197.500000 Penalty: 5312.130859
	Iteration 22Q: 3 clusters Score -8007198 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -8007501.500000 Penalty: 5312.130859
	Iteration 23Q: 3 clusters Score -8007502 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -8007801.500000 Penalty: 5312.130859
	Iteration 24Q: 3 clusters Score -8007802 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -8008160.500000 Penalty: 5312.130859
	Iteration 25Q: 3 clusters Score -8008160 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -8008446.500000 Penalty: 5312.130859
	Iteration 26Q: 3 clusters Score -8008446 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -8008625.500000 Penalty: 5312.130859
	Iteration 27Q: 3 clusters Score -8008626 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -8008803.500000 Penalty: 5312.130859
	Iteration 28Q: 3 clusters Score -8008804 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8008964.000000 Penalty: 5312.130859
	Iteration 29Q: 3 clusters Score -8008964 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8009124.500000 Penalty: 5312.130859
	Iteration 30Q: 3 clusters Score -8009124 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8009232.000000 Penalty: 5312.130859
	Iteration 31Q: 3 clusters Score -8009232 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -8009297.000000 Penalty: 5312.130859
	Iteration 32Q: 3 clusters Score -8009297 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -8009436.500000 Penalty: 5312.130859
	Iteration 33Q: 3 clusters Score -8009436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8009493.500000 Penalty: 5312.130859
	Iteration 34Q: 3 clusters Score -8009494 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8009567.500000 Penalty: 5312.130859
	Iteration 35Q: 3 clusters Score -8009568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -8009607.500000 Penalty: 5312.130859
	Iteration 36Q: 3 clusters Score -8009608 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8009661.000000 Penalty: 5312.130859
	Iteration 37Q: 3 clusters Score -8009661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -8009668.000000 Penalty: 5312.130859
	Iteration 38Q: 3 clusters Score -8009668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -8009707.000000 Penalty: 5312.130859
	Iteration 39Q: 3 clusters Score -8009707 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -8009720.500000 Penalty: 5312.130859
	Iteration 40F: 3 clusters Score -8009720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -8009727.500000 Penalty: 5312.130859
	Iteration 41Q: 3 clusters Score -8009728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8009740.000000 Penalty: 5312.130859
	Iteration 42Q: 3 clusters Score -8009740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -8009757.500000 Penalty: 5312.130859
	Iteration 43Q: 3 clusters Score -8009758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -8009759.500000 Penalty: 5312.130859
	Iteration 44Q: 3 clusters Score -8009760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -8009774.000000 Penalty: 5312.130859
	Iteration 45Q: 3 clusters Score -8009774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -8009762.000000 Penalty: 5312.130859
	Iteration 46Q: 3 clusters Score -8009762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -8009763.000000 Penalty: 5312.130859
	Iteration 47Q: 3 clusters Score -8009763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -8009768.000000 Penalty: 5312.130859
	Iteration 48Q: 3 clusters Score -8009768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8009777.000000 Penalty: 5312.130859
	Iteration 49Q: 3 clusters Score -8009777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -8009778.500000 Penalty: 5312.130859
	Iteration 50Q: 3 clusters Score -8009778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8009804.500000 Penalty: 5312.130859
	Iteration 51Q: 3 clusters Score -8009804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8009821.500000 Penalty: 5312.130859
	Iteration 52Q: 3 clusters Score -8009822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -8009817.500000 Penalty: 5312.130859
	Iteration 53Q: 3 clusters Score -8009818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8009813.000000 Penalty: 5312.130859
	Iteration 54Q: 3 clusters Score -8009813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -8009814.000000 Penalty: 5312.130859
	Iteration 55Q: 3 clusters Score -8009814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8009804.500000 Penalty: 5312.130859
	Iteration 56Q: 3 clusters Score -8009804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -8009811.500000 Penalty: 5312.130859
	Iteration 57Q: 3 clusters Score -8009812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -8009830.500000 Penalty: 5312.130859
	Iteration 58Q: 3 clusters Score -8009830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8009830.500000 Penalty: 5312.130859
	Iteration 59Q: 3 clusters Score -8009830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8009840.000000 Penalty: 5312.130859
	Iteration 60F: 3 clusters Score -8009840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8009837.500000 Penalty: 5312.130859
	Iteration 61Q: 3 clusters Score -8009838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8009842.500000 Penalty: 5312.130859
	Iteration 62Q: 3 clusters Score -8009842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -8009851.500000 Penalty: 5312.130859
	Iteration 63Q: 3 clusters Score -8009852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -8009856.000000 Penalty: 5312.130859
	Iteration 64Q: 3 clusters Score -8009856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8009862.500000 Penalty: 5312.130859
	Iteration 65Q: 3 clusters Score -8009862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -8009856.500000 Penalty: 5312.130859
	Iteration 66Q: 3 clusters Score -8009856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -8009860.000000 Penalty: 5312.130859
	Iteration 67Q: 3 clusters Score -8009860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -8009861.000000 Penalty: 5312.130859
	Iteration 68Q: 3 clusters Score -8009861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8009853.500000 Penalty: 5312.130859
	Iteration 69Q: 3 clusters Score -8009854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8009851.000000 Penalty: 5312.130859
	Iteration 70Q: 3 clusters Score -8009851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8009856.500000 Penalty: 5312.130859
	Iteration 71Q: 3 clusters Score -8009856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8009855.500000 Penalty: 5312.130859
	Iteration 72Q: 3 clusters Score -8009856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8009863.000000 Penalty: 5312.130859
	Iteration 73Q: 3 clusters Score -8009863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8009859.000000 Penalty: 5312.130859
	Iteration 74Q: 3 clusters Score -8009859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -8009859.000000 Penalty: 5312.130859
	Iteration 75Q: 3 clusters Score -8009859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8009858.000000 Penalty: 5312.130859
	Iteration 76Q: 3 clusters Score -8009858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -8009857.000000 Penalty: 5312.130859
	Iteration 77Q: 3 clusters Score -8009857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -8009857.000000 Penalty: 5312.130859
	Iteration 78F: 3 clusters Score -8009857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -1604479.750000 Penalty: 2259.518555
	Iteration 0F: 2 clusters Score -1604480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1597427.875000 Penalty: 4519.037109
	Iteration 0F: 3 clusters Score -1597428 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1599459.250000 Penalty: 4519.037109
	Iteration 1F: 3 clusters Score -1599459 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1599790.375000 Penalty: 4519.037109
	Iteration 2F: 3 clusters Score -1599790 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1600099.125000 Penalty: 4519.037109
	Iteration 3F: 3 clusters Score -1600099 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1600357.375000 Penalty: 4519.037109
	Iteration 4F: 3 clusters Score -1600357 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1600566.875000 Penalty: 4519.037109
	Iteration 5Q: 3 clusters Score -1600567 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1600735.250000 Penalty: 4519.037109
	Iteration 6Q: 3 clusters Score -1600735 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1600897.125000 Penalty: 4519.037109
	Iteration 7Q: 3 clusters Score -1600897 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1601063.625000 Penalty: 4519.037109
	Iteration 8Q: 3 clusters Score -1601064 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1601197.000000 Penalty: 4519.037109
	Iteration 9Q: 3 clusters Score -1601197 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1601314.875000 Penalty: 4519.037109
	Iteration 10Q: 3 clusters Score -1601315 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1601403.250000 Penalty: 4519.037109
	Iteration 11Q: 3 clusters Score -1601403 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1601488.625000 Penalty: 4519.037109
	Iteration 12Q: 3 clusters Score -1601489 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1601566.500000 Penalty: 4519.037109
	Iteration 13Q: 3 clusters Score -1601566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1601650.875000 Penalty: 4519.037109
	Iteration 14Q: 3 clusters Score -1601651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1601732.375000 Penalty: 4519.037109
	Iteration 15Q: 3 clusters Score -1601732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1601810.250000 Penalty: 4519.037109
	Iteration 16Q: 3 clusters Score -1601810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1601875.750000 Penalty: 4519.037109
	Iteration 17Q: 3 clusters Score -1601876 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1601923.500000 Penalty: 4519.037109
	Iteration 18Q: 3 clusters Score -1601924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1601969.625000 Penalty: 4519.037109
	Iteration 19Q: 3 clusters Score -1601970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1602014.750000 Penalty: 4519.037109
	Iteration 20F: 3 clusters Score -1602015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1602056.375000 Penalty: 4519.037109
	Iteration 21Q: 3 clusters Score -1602056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1602109.875000 Penalty: 4519.037109
	Iteration 22Q: 3 clusters Score -1602110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1602171.750000 Penalty: 4519.037109
	Iteration 23Q: 3 clusters Score -1602172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1602235.500000 Penalty: 4519.037109
	Iteration 24Q: 3 clusters Score -1602236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1602301.375000 Penalty: 4519.037109
	Iteration 25Q: 3 clusters Score -1602301 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1602352.500000 Penalty: 4519.037109
	Iteration 26Q: 3 clusters Score -1602352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1602404.000000 Penalty: 4519.037109
	Iteration 27Q: 3 clusters Score -1602404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1602435.125000 Penalty: 4519.037109
	Iteration 28Q: 3 clusters Score -1602435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1602463.375000 Penalty: 4519.037109
	Iteration 29Q: 3 clusters Score -1602463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1602487.875000 Penalty: 4519.037109
	Iteration 30Q: 3 clusters Score -1602488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1602503.625000 Penalty: 4519.037109
	Iteration 31Q: 3 clusters Score -1602504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1602524.250000 Penalty: 4519.037109
	Iteration 32Q: 3 clusters Score -1602524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1602536.750000 Penalty: 4519.037109
	Iteration 33Q: 3 clusters Score -1602537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1602554.500000 Penalty: 4519.037109
	Iteration 34Q: 3 clusters Score -1602554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1602562.875000 Penalty: 4519.037109
	Iteration 35Q: 3 clusters Score -1602563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1602574.250000 Penalty: 4519.037109
	Iteration 36Q: 3 clusters Score -1602574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1602584.750000 Penalty: 4519.037109
	Iteration 37Q: 3 clusters Score -1602585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1602589.250000 Penalty: 4519.037109
	Iteration 38Q: 3 clusters Score -1602589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1602594.250000 Penalty: 4519.037109
	Iteration 39Q: 3 clusters Score -1602594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1602599.375000 Penalty: 4519.037109
	Iteration 40F: 3 clusters Score -1602599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1602599.625000 Penalty: 4519.037109
	Iteration 41Q: 3 clusters Score -1602600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1602608.750000 Penalty: 4519.037109
	Iteration 42Q: 3 clusters Score -1602609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1602612.875000 Penalty: 4519.037109
	Iteration 43Q: 3 clusters Score -1602613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1602615.000000 Penalty: 4519.037109
	Iteration 44Q: 3 clusters Score -1602615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1602619.500000 Penalty: 4519.037109
	Iteration 45Q: 3 clusters Score -1602620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1602620.625000 Penalty: 4519.037109
	Iteration 46Q: 3 clusters Score -1602621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1602626.750000 Penalty: 4519.037109
	Iteration 47Q: 3 clusters Score -1602627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1602626.625000 Penalty: 4519.037109
	Iteration 48Q: 3 clusters Score -1602627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1602627.250000 Penalty: 4519.037109
	Iteration 49Q: 3 clusters Score -1602627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1602630.375000 Penalty: 4519.037109
	Iteration 50Q: 3 clusters Score -1602630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1602630.500000 Penalty: 4519.037109
	Iteration 51Q: 3 clusters Score -1602630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1602633.000000 Penalty: 4519.037109
	Iteration 52Q: 3 clusters Score -1602633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1602630.875000 Penalty: 4519.037109
	Iteration 53Q: 3 clusters Score -1602631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1602631.000000 Penalty: 4519.037109
	Iteration 54Q: 3 clusters Score -1602631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1602632.000000 Penalty: 4519.037109
	Iteration 55Q: 3 clusters Score -1602632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1602632.125000 Penalty: 4519.037109
	Iteration 56Q: 3 clusters Score -1602632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1602630.125000 Penalty: 4519.037109
	Iteration 57Q: 3 clusters Score -1602630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1602630.125000 Penalty: 4519.037109
	Iteration 58F: 3 clusters Score -1602630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Entering Unmasked Estep 
Score: -8303010.500000 Penalty: 2666.525879
	Iteration 0F: 2 clusters Score -8303010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8272747.000000 Penalty: 5333.051758
	Iteration 0F: 3 clusters Score -8272747 nChanged 21545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -8284441.000000 Penalty: 5333.051758
	Iteration 1F: 3 clusters Score -8284441 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -8284918.000000 Penalty: 5333.051758
	Iteration 2Q: 3 clusters Score -8284918 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -8285389.500000 Penalty: 5333.051758
	Iteration 3Q: 3 clusters Score -8285390 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -8286088.500000 Penalty: 5333.051758
	Iteration 4Q: 3 clusters Score -8286088 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -8287163.000000 Penalty: 5333.051758
	Iteration 5Q: 3 clusters Score -8287163 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -8288955.000000 Penalty: 5333.051758
	Iteration 6F: 3 clusters Score -8288955 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -8291729.500000 Penalty: 5333.051758
	Iteration 7F: 3 clusters Score -8291730 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -8294989.000000 Penalty: 5333.051758
	Iteration 8F: 3 clusters Score -8294989 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8297810.000000 Penalty: 5333.051758
	Iteration 9F: 3 clusters Score -8297810 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8299384.000000 Penalty: 5333.051758
	Iteration 10Q: 3 clusters Score -8299384 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8300185.000000 Penalty: 5333.051758
	Iteration 11Q: 3 clusters Score -8300185 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8300597.500000 Penalty: 5333.051758
	Iteration 12Q: 3 clusters Score -8300598 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8300777.500000 Penalty: 5333.051758
	Iteration 13Q: 3 clusters Score -8300778 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8300867.000000 Penalty: 5333.051758
	Iteration 14Q: 3 clusters Score -8300867 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8300914.000000 Penalty: 5333.051758
	Iteration 15Q: 3 clusters Score -8300914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8300939.500000 Penalty: 5333.051758
	Iteration 16Q: 3 clusters Score -8300940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8300961.000000 Penalty: 5333.051758
	Iteration 17Q: 3 clusters Score -8300961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8300983.500000 Penalty: 5333.051758
	Iteration 18Q: 3 clusters Score -8300984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8300993.000000 Penalty: 5333.051758
	Iteration 19Q: 3 clusters Score -8300993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8301003.500000 Penalty: 5333.051758
	Iteration 20F: 3 clusters Score -8301004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8301015.500000 Penalty: 5333.051758
	Iteration 21Q: 3 clusters Score -8301016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8301013.000000 Penalty: 5333.051758
	Iteration 22Q: 3 clusters Score -8301013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8301003.000000 Penalty: 5333.051758
	Iteration 23Q: 3 clusters Score -8301003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8301011.500000 Penalty: 5333.051758
	Iteration 24Q: 3 clusters Score -8301012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8301019.000000 Penalty: 5333.051758
	Iteration 25Q: 3 clusters Score -8301019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8301017.500000 Penalty: 5333.051758
	Iteration 26Q: 3 clusters Score -8301018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8301016.500000 Penalty: 5333.051758
	Iteration 27Q: 3 clusters Score -8301016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8301016.500000 Penalty: 5333.051758
	Iteration 28F: 3 clusters Score -8301016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Entering Unmasked Estep 
Score: -7262695.500000 Penalty: 2631.749512
	Iteration 0F: 2 clusters Score -7262696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -7235277.500000 Penalty: 5263.499023
	Iteration 0F: 3 clusters Score -7235278 nChanged 18640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -7245583.000000 Penalty: 5263.499023
	Iteration 1F: 3 clusters Score -7245583 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -7246193.500000 Penalty: 5263.499023
	Iteration 2Q: 3 clusters Score -7246194 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -7246873.000000 Penalty: 5263.499023
	Iteration 3Q: 3 clusters Score -7246873 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -7247657.500000 Penalty: 5263.499023
	Iteration 4Q: 3 clusters Score -7247658 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -7248639.500000 Penalty: 5263.499023
	Iteration 5Q: 3 clusters Score -7248640 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -7249850.500000 Penalty: 5263.499023
	Iteration 6Q: 3 clusters Score -7249850 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -7251221.000000 Penalty: 5263.499023
	Iteration 7F: 3 clusters Score -7251221 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -7252593.000000 Penalty: 5263.499023
	Iteration 8F: 3 clusters Score -7252593 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -7253790.500000 Penalty: 5263.499023
	Iteration 9Q: 3 clusters Score -7253790 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -7254675.000000 Penalty: 5263.499023
	Iteration 10Q: 3 clusters Score -7254675 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -7255296.500000 Penalty: 5263.499023
	Iteration 11Q: 3 clusters Score -7255296 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -7255800.000000 Penalty: 5263.499023
	Iteration 12Q: 3 clusters Score -7255800 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -7256325.500000 Penalty: 5263.499023
	Iteration 13Q: 3 clusters Score -7256326 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -7256754.000000 Penalty: 5263.499023
	Iteration 14Q: 3 clusters Score -7256754 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -7257153.500000 Penalty: 5263.499023
	Iteration 15Q: 3 clusters Score -7257154 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -7257565.500000 Penalty: 5263.499023
	Iteration 16Q: 3 clusters Score -7257566 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -7257956.000000 Penalty: 5263.499023
	Iteration 17Q: 3 clusters Score -7257956 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -7258348.500000 Penalty: 5263.499023
	Iteration 18Q: 3 clusters Score -7258348 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7258722.500000 Penalty: 5263.499023
	Iteration 19Q: 3 clusters Score -7258722 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7259049.500000 Penalty: 5263.499023
	Iteration 20F: 3 clusters Score -7259050 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7259348.000000 Penalty: 5263.499023
	Iteration 21Q: 3 clusters Score -7259348 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7259627.000000 Penalty: 5263.499023
	Iteration 22Q: 3 clusters Score -7259627 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7259813.500000 Penalty: 5263.499023
	Iteration 23Q: 3 clusters Score -7259814 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7259977.500000 Penalty: 5263.499023
	Iteration 24Q: 3 clusters Score -7259978 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7260087.000000 Penalty: 5263.499023
	Iteration 25Q: 3 clusters Score -7260087 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7260149.500000 Penalty: 5263.499023
	Iteration 26Q: 3 clusters Score -7260150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7260191.500000 Penalty: 5263.499023
	Iteration 27Q: 3 clusters Score -7260192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7260247.000000 Penalty: 5263.499023
	Iteration 28Q: 3 clusters Score -7260247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7260274.500000 Penalty: 5263.499023
	Iteration 29Q: 3 clusters Score -7260274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7260310.500000 Penalty: 5263.499023
	Iteration 30Q: 3 clusters Score -7260310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7260315.500000 Penalty: 5263.499023
	Iteration 31Q: 3 clusters Score -7260316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7260321.000000 Penalty: 5263.499023
	Iteration 32Q: 3 clusters Score -7260321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7260353.000000 Penalty: 5263.499023
	Iteration 33Q: 3 clusters Score -7260353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7260354.000000 Penalty: 5263.499023
	Iteration 34Q: 3 clusters Score -7260354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7260366.000000 Penalty: 5263.499023
	Iteration 35Q: 3 clusters Score -7260366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7260389.500000 Penalty: 5263.499023
	Iteration 36Q: 3 clusters Score -7260390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7260404.500000 Penalty: 5263.499023
	Iteration 37Q: 3 clusters Score -7260404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7260423.500000 Penalty: 5263.499023
	Iteration 38Q: 3 clusters Score -7260424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7260432.000000 Penalty: 5263.499023
	Iteration 39Q: 3 clusters Score -7260432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7260433.000000 Penalty: 5263.499023
	Iteration 40F: 3 clusters Score -7260433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7260438.500000 Penalty: 5263.499023
	Iteration 41Q: 3 clusters Score -7260438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7260435.000000 Penalty: 5263.499023
	Iteration 42Q: 3 clusters Score -7260435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7260437.500000 Penalty: 5263.499023
	Iteration 43Q: 3 clusters Score -7260438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7260450.500000 Penalty: 5263.499023
	Iteration 44Q: 3 clusters Score -7260450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7260441.000000 Penalty: 5263.499023
	Iteration 45Q: 3 clusters Score -7260441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7260444.500000 Penalty: 5263.499023
	Iteration 46Q: 3 clusters Score -7260444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7260448.000000 Penalty: 5263.499023
	Iteration 47Q: 3 clusters Score -7260448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7260449.000000 Penalty: 5263.499023
	Iteration 48Q: 3 clusters Score -7260449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7260445.000000 Penalty: 5263.499023
	Iteration 49Q: 3 clusters Score -7260445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7260445.000000 Penalty: 5263.499023
	Iteration 50F: 3 clusters Score -7260445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (40499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Entering Unmasked Estep 
Score: -7311124.500000 Penalty: 2631.040039
	Iteration 0F: 2 clusters Score -7311124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -7284028.000000 Penalty: 5262.080078
	Iteration 0F: 3 clusters Score -7284028 nChanged 18482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -7294072.500000 Penalty: 5262.080078
	Iteration 1F: 3 clusters Score -7294072 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -7294597.500000 Penalty: 5262.080078
	Iteration 2Q: 3 clusters Score -7294598 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -7294985.500000 Penalty: 5262.080078
	Iteration 3Q: 3 clusters Score -7294986 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -7295331.500000 Penalty: 5262.080078
	Iteration 4Q: 3 clusters Score -7295332 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -7295706.500000 Penalty: 5262.080078
	Iteration 5Q: 3 clusters Score -7295706 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -7296065.000000 Penalty: 5262.080078
	Iteration 6Q: 3 clusters Score -7296065 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -7296504.500000 Penalty: 5262.080078
	Iteration 7Q: 3 clusters Score -7296504 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -7297133.000000 Penalty: 5262.080078
	Iteration 8Q: 3 clusters Score -7297133 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -7297947.500000 Penalty: 5262.080078
	Iteration 9Q: 3 clusters Score -7297948 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -7299070.500000 Penalty: 5262.080078
	Iteration 10Q: 3 clusters Score -7299070 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -7300461.500000 Penalty: 5262.080078
	Iteration 11F: 3 clusters Score -7300462 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -7302190.500000 Penalty: 5262.080078
	Iteration 12F: 3 clusters Score -7302190 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -7304054.500000 Penalty: 5262.080078
	Iteration 13F: 3 clusters Score -7304054 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7305625.000000 Penalty: 5262.080078
	Iteration 14Q: 3 clusters Score -7305625 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7306815.500000 Penalty: 5262.080078
	Iteration 15Q: 3 clusters Score -7306816 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7307627.500000 Penalty: 5262.080078
	Iteration 16Q: 3 clusters Score -7307628 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7308086.500000 Penalty: 5262.080078
	Iteration 17Q: 3 clusters Score -7308086 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7308355.000000 Penalty: 5262.080078
	Iteration 18Q: 3 clusters Score -7308355 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7308534.000000 Penalty: 5262.080078
	Iteration 19Q: 3 clusters Score -7308534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7308653.000000 Penalty: 5262.080078
	Iteration 20F: 3 clusters Score -7308653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7308719.000000 Penalty: 5262.080078
	Iteration 21Q: 3 clusters Score -7308719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7308766.000000 Penalty: 5262.080078
	Iteration 22Q: 3 clusters Score -7308766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7308779.500000 Penalty: 5262.080078
	Iteration 23Q: 3 clusters Score -7308780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7308799.000000 Penalty: 5262.080078
	Iteration 24Q: 3 clusters Score -7308799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7308806.500000 Penalty: 5262.080078
	Iteration 25Q: 3 clusters Score -7308806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7308813.500000 Penalty: 5262.080078
	Iteration 26Q: 3 clusters Score -7308814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7308823.500000 Penalty: 5262.080078
	Iteration 27Q: 3 clusters Score -7308824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7308829.500000 Penalty: 5262.080078
	Iteration 28Q: 3 clusters Score -7308830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7308831.000000 Penalty: 5262.080078
	Iteration 29Q: 3 clusters Score -7308831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7308832.500000 Penalty: 5262.080078
	Iteration 30Q: 3 clusters Score -7308832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7308839.000000 Penalty: 5262.080078
	Iteration 31Q: 3 clusters Score -7308839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7308843.500000 Penalty: 5262.080078
	Iteration 32Q: 3 clusters Score -7308844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7308848.000000 Penalty: 5262.080078
	Iteration 33Q: 3 clusters Score -7308848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7308844.500000 Penalty: 5262.080078
	Iteration 34Q: 3 clusters Score -7308844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7308844.500000 Penalty: 5262.080078
	Iteration 35F: 3 clusters Score -7308844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Entering Unmasked Estep 
Score: -7527483.000000 Penalty: 2642.719971
	Iteration 0F: 2 clusters Score -7527483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -7499323.500000 Penalty: 5285.439941
	Iteration 0F: 3 clusters Score -7499324 nChanged 19466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -7510187.500000 Penalty: 5285.439941
	Iteration 1F: 3 clusters Score -7510188 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -7510973.500000 Penalty: 5285.439941
	Iteration 2Q: 3 clusters Score -7510974 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7512044.000000 Penalty: 5285.439941
	Iteration 3Q: 3 clusters Score -7512044 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -7513760.500000 Penalty: 5285.439941
	Iteration 4F: 3 clusters Score -7513760 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -7516230.000000 Penalty: 5285.439941
	Iteration 5F: 3 clusters Score -7516230 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -7519237.500000 Penalty: 5285.439941
	Iteration 6F: 3 clusters Score -7519238 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -7522149.500000 Penalty: 5285.439941
	Iteration 7F: 3 clusters Score -7522150 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -7524497.500000 Penalty: 5285.439941
	Iteration 8F: 3 clusters Score -7524498 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -7525906.000000 Penalty: 5285.439941
	Iteration 9Q: 3 clusters Score -7525906 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -7526587.000000 Penalty: 5285.439941
	Iteration 10Q: 3 clusters Score -7526587 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -7526943.500000 Penalty: 5285.439941
	Iteration 11Q: 3 clusters Score -7526944 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -7527156.500000 Penalty: 5285.439941
	Iteration 12Q: 3 clusters Score -7527156 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -7527321.000000 Penalty: 5285.439941
	Iteration 13Q: 3 clusters Score -7527321 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -7527436.000000 Penalty: 5285.439941
	Iteration 14Q: 3 clusters Score -7527436 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7527555.000000 Penalty: 5285.439941
	Iteration 15Q: 3 clusters Score -7527555 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -7527602.000000 Penalty: 5285.439941
	Iteration 16Q: 3 clusters Score -7527602 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7527659.500000 Penalty: 5285.439941
	Iteration 17Q: 3 clusters Score -7527660 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -7527709.500000 Penalty: 5285.439941
	Iteration 18Q: 3 clusters Score -7527710 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -7527752.000000 Penalty: 5285.439941
	Iteration 19Q: 3 clusters Score -7527752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -7527751.500000 Penalty: 5285.439941
	Iteration 20F: 3 clusters Score -7527752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -7527786.000000 Penalty: 5285.439941
	Iteration 21Q: 3 clusters Score -7527786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -7527836.000000 Penalty: 5285.439941
	Iteration 22Q: 3 clusters Score -7527836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7527850.500000 Penalty: 5285.439941
	Iteration 23Q: 3 clusters Score -7527850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -7527855.000000 Penalty: 5285.439941
	Iteration 24Q: 3 clusters Score -7527855 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -7527866.000000 Penalty: 5285.439941
	Iteration 25Q: 3 clusters Score -7527866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -7527880.500000 Penalty: 5285.439941
	Iteration 26Q: 3 clusters Score -7527880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -7527862.000000 Penalty: 5285.439941
	Iteration 27Q: 3 clusters Score -7527862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -7527880.000000 Penalty: 5285.439941
	Iteration 28Q: 3 clusters Score -7527880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -7527883.000000 Penalty: 5285.439941
	Iteration 29Q: 3 clusters Score -7527883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -7527899.000000 Penalty: 5285.439941
	Iteration 30Q: 3 clusters Score -7527899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7527923.500000 Penalty: 5285.439941
	Iteration 31Q: 3 clusters Score -7527924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -7527923.500000 Penalty: 5285.439941
	Iteration 32Q: 3 clusters Score -7527924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -7527907.000000 Penalty: 5285.439941
	Iteration 33Q: 3 clusters Score -7527907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -7527922.500000 Penalty: 5285.439941
	Iteration 34Q: 3 clusters Score -7527922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7527934.500000 Penalty: 5285.439941
	Iteration 35Q: 3 clusters Score -7527934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -7527947.000000 Penalty: 5285.439941
	Iteration 36Q: 3 clusters Score -7527947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7527948.000000 Penalty: 5285.439941
	Iteration 37Q: 3 clusters Score -7527948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7527936.000000 Penalty: 5285.439941
	Iteration 38Q: 3 clusters Score -7527936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7527937.000000 Penalty: 5285.439941
	Iteration 39Q: 3 clusters Score -7527937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -7527951.000000 Penalty: 5285.439941
	Iteration 40F: 3 clusters Score -7527951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7527951.500000 Penalty: 5285.439941
	Iteration 41Q: 3 clusters Score -7527952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -7527951.000000 Penalty: 5285.439941
	Iteration 42Q: 3 clusters Score -7527951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -7527958.500000 Penalty: 5285.439941
	Iteration 43Q: 3 clusters Score -7527958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -7527960.000000 Penalty: 5285.439941
	Iteration 44Q: 3 clusters Score -7527960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7527950.500000 Penalty: 5285.439941
	Iteration 45Q: 3 clusters Score -7527950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -7527959.500000 Penalty: 5285.439941
	Iteration 46Q: 3 clusters Score -7527960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -7527963.500000 Penalty: 5285.439941
	Iteration 47Q: 3 clusters Score -7527964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -7527970.500000 Penalty: 5285.439941
	Iteration 48Q: 3 clusters Score -7527970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7527971.000000 Penalty: 5285.439941
	Iteration 49Q: 3 clusters Score -7527971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -7527963.500000 Penalty: 5285.439941
	Iteration 50Q: 3 clusters Score -7527964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7527962.000000 Penalty: 5285.439941
	Iteration 51Q: 3 clusters Score -7527962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -7527957.500000 Penalty: 5285.439941
	Iteration 52Q: 3 clusters Score -7527958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -7527960.000000 Penalty: 5285.439941
	Iteration 53Q: 3 clusters Score -7527960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7527961.000000 Penalty: 5285.439941
	Iteration 54Q: 3 clusters Score -7527961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -7527955.500000 Penalty: 5285.439941
	Iteration 55Q: 3 clusters Score -7527956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -7527958.500000 Penalty: 5285.439941
	Iteration 56Q: 3 clusters Score -7527958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -7527958.500000 Penalty: 5285.439941
	Iteration 57F: 3 clusters Score -7527958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50605 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 43218 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46697 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44799 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 40499 members 
Mstep: Class 30 contains 16186 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 49542 members 
Mstep: Class 33 contains 44732 members 
Mstep: Class 34 contains 43487 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 47736 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 141 members 
Mstep: Class 43 contains 38232 members 
Entering Unmasked Estep 
Score: -196426800.000000 Penalty: 148555.890625
Splitting cluster 31 changes total score from -196425792.000000 to -196426800.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 32 (49542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Entering Unmasked Estep 
Score: -8815919.000000 Penalty: 2681.022949
	Iteration 0F: 2 clusters Score -8815919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -8784848.000000 Penalty: 5362.045898
	Iteration 0F: 3 clusters Score -8784848 nChanged 22993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -8797610.000000 Penalty: 5362.045898
	Iteration 1F: 3 clusters Score -8797610 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8798259.000000 Penalty: 5362.045898
	Iteration 2Q: 3 clusters Score -8798259 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -8799034.000000 Penalty: 5362.045898
	Iteration 3Q: 3 clusters Score -8799034 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -8799769.000000 Penalty: 5362.045898
	Iteration 4Q: 3 clusters Score -8799769 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -8800647.000000 Penalty: 5362.045898
	Iteration 5Q: 3 clusters Score -8800647 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8801569.000000 Penalty: 5362.045898
	Iteration 6Q: 3 clusters Score -8801569 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -8802405.000000 Penalty: 5362.045898
	Iteration 7Q: 3 clusters Score -8802405 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -8803203.000000 Penalty: 5362.045898
	Iteration 8Q: 3 clusters Score -8803203 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -8804020.000000 Penalty: 5362.045898
	Iteration 9Q: 3 clusters Score -8804020 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8804762.000000 Penalty: 5362.045898
	Iteration 10Q: 3 clusters Score -8804762 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -8805348.000000 Penalty: 5362.045898
	Iteration 11Q: 3 clusters Score -8805348 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -8805879.000000 Penalty: 5362.045898
	Iteration 12Q: 3 clusters Score -8805879 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -8806420.000000 Penalty: 5362.045898
	Iteration 13Q: 3 clusters Score -8806420 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -8806944.000000 Penalty: 5362.045898
	Iteration 14Q: 3 clusters Score -8806944 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -8807582.000000 Penalty: 5362.045898
	Iteration 15Q: 3 clusters Score -8807582 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -8808342.000000 Penalty: 5362.045898
	Iteration 16Q: 3 clusters Score -8808342 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -8809349.000000 Penalty: 5362.045898
	Iteration 17Q: 3 clusters Score -8809349 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -8810239.000000 Penalty: 5362.045898
	Iteration 18Q: 3 clusters Score -8810239 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -8811116.000000 Penalty: 5362.045898
	Iteration 19Q: 3 clusters Score -8811116 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -8811745.000000 Penalty: 5362.045898
	Iteration 20F: 3 clusters Score -8811745 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8812275.000000 Penalty: 5362.045898
	Iteration 21Q: 3 clusters Score -8812275 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8812689.000000 Penalty: 5362.045898
	Iteration 22Q: 3 clusters Score -8812689 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8812977.000000 Penalty: 5362.045898
	Iteration 23Q: 3 clusters Score -8812977 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8813213.000000 Penalty: 5362.045898
	Iteration 24Q: 3 clusters Score -8813213 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8813351.000000 Penalty: 5362.045898
	Iteration 25Q: 3 clusters Score -8813351 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8813390.000000 Penalty: 5362.045898
	Iteration 26Q: 3 clusters Score -8813390 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8813485.000000 Penalty: 5362.045898
	Iteration 27Q: 3 clusters Score -8813485 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8813539.000000 Penalty: 5362.045898
	Iteration 28Q: 3 clusters Score -8813539 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8813617.000000 Penalty: 5362.045898
	Iteration 29Q: 3 clusters Score -8813617 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8813644.000000 Penalty: 5362.045898
	Iteration 30Q: 3 clusters Score -8813644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8813680.000000 Penalty: 5362.045898
	Iteration 31Q: 3 clusters Score -8813680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8813704.000000 Penalty: 5362.045898
	Iteration 32Q: 3 clusters Score -8813704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8813703.000000 Penalty: 5362.045898
	Iteration 33Q: 3 clusters Score -8813703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8813734.000000 Penalty: 5362.045898
	Iteration 34Q: 3 clusters Score -8813734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8813734.000000 Penalty: 5362.045898
	Iteration 35Q: 3 clusters Score -8813734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8813759.000000 Penalty: 5362.045898
	Iteration 36Q: 3 clusters Score -8813759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8813761.000000 Penalty: 5362.045898
	Iteration 37Q: 3 clusters Score -8813761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8813765.000000 Penalty: 5362.045898
	Iteration 38Q: 3 clusters Score -8813765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8813772.000000 Penalty: 5362.045898
	Iteration 39Q: 3 clusters Score -8813772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8813793.000000 Penalty: 5362.045898
	Iteration 40F: 3 clusters Score -8813793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8813804.000000 Penalty: 5362.045898
	Iteration 41Q: 3 clusters Score -8813804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8813815.000000 Penalty: 5362.045898
	Iteration 42Q: 3 clusters Score -8813815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8813816.000000 Penalty: 5362.045898
	Iteration 43Q: 3 clusters Score -8813816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8813835.000000 Penalty: 5362.045898
	Iteration 44Q: 3 clusters Score -8813835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8813835.000000 Penalty: 5362.045898
	Iteration 45Q: 3 clusters Score -8813835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8813835.000000 Penalty: 5362.045898
	Iteration 46Q: 3 clusters Score -8813835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8813836.000000 Penalty: 5362.045898
	Iteration 47Q: 3 clusters Score -8813836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8813825.000000 Penalty: 5362.045898
	Iteration 48Q: 3 clusters Score -8813825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8813835.000000 Penalty: 5362.045898
	Iteration 49Q: 3 clusters Score -8813835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8813839.000000 Penalty: 5362.045898
	Iteration 50Q: 3 clusters Score -8813839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8813834.000000 Penalty: 5362.045898
	Iteration 51Q: 3 clusters Score -8813834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8813834.000000 Penalty: 5362.045898
	Iteration 52F: 3 clusters Score -8813834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Entering Unmasked Estep 
Score: -8112728.000000 Penalty: 2655.694336
	Iteration 0F: 2 clusters Score -8112728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -8084110.500000 Penalty: 5311.388672
	Iteration 0F: 3 clusters Score -8084110 nChanged 20508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8095328.500000 Penalty: 5311.388672
	Iteration 1F: 3 clusters Score -8095328 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -8096071.000000 Penalty: 5311.388672
	Iteration 2Q: 3 clusters Score -8096071 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -8096931.000000 Penalty: 5311.388672
	Iteration 3Q: 3 clusters Score -8096931 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -8098199.000000 Penalty: 5311.388672
	Iteration 4F: 3 clusters Score -8098199 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -8100023.000000 Penalty: 5311.388672
	Iteration 5F: 3 clusters Score -8100023 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -8102553.500000 Penalty: 5311.388672
	Iteration 6F: 3 clusters Score -8102554 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -8105400.500000 Penalty: 5311.388672
	Iteration 7F: 3 clusters Score -8105400 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8107861.000000 Penalty: 5311.388672
	Iteration 8F: 3 clusters Score -8107861 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8109267.000000 Penalty: 5311.388672
	Iteration 9Q: 3 clusters Score -8109267 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8109891.000000 Penalty: 5311.388672
	Iteration 10Q: 3 clusters Score -8109891 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8110161.500000 Penalty: 5311.388672
	Iteration 11Q: 3 clusters Score -8110162 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8110314.000000 Penalty: 5311.388672
	Iteration 12Q: 3 clusters Score -8110314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8110379.500000 Penalty: 5311.388672
	Iteration 13Q: 3 clusters Score -8110380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8110409.000000 Penalty: 5311.388672
	Iteration 14Q: 3 clusters Score -8110409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8110422.000000 Penalty: 5311.388672
	Iteration 15Q: 3 clusters Score -8110422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8110445.500000 Penalty: 5311.388672
	Iteration 16Q: 3 clusters Score -8110446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8110455.500000 Penalty: 5311.388672
	Iteration 17Q: 3 clusters Score -8110456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8110452.000000 Penalty: 5311.388672
	Iteration 18Q: 3 clusters Score -8110452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8110458.500000 Penalty: 5311.388672
	Iteration 19Q: 3 clusters Score -8110458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8110468.000000 Penalty: 5311.388672
	Iteration 20F: 3 clusters Score -8110468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8110467.500000 Penalty: 5311.388672
	Iteration 21Q: 3 clusters Score -8110468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8110479.500000 Penalty: 5311.388672
	Iteration 22Q: 3 clusters Score -8110480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8110479.000000 Penalty: 5311.388672
	Iteration 23Q: 3 clusters Score -8110479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8110488.500000 Penalty: 5311.388672
	Iteration 24Q: 3 clusters Score -8110488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8110479.500000 Penalty: 5311.388672
	Iteration 25Q: 3 clusters Score -8110480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8110489.000000 Penalty: 5311.388672
	Iteration 26Q: 3 clusters Score -8110489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8110489.000000 Penalty: 5311.388672
	Iteration 27F: 3 clusters Score -8110489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (43487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Entering Unmasked Estep 
Score: -7952532.500000 Penalty: 2648.694092
	Iteration 0F: 2 clusters Score -7952532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -7924723.000000 Penalty: 5297.388184
	Iteration 0F: 3 clusters Score -7924723 nChanged 20068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -7935877.500000 Penalty: 5297.388184
	Iteration 1F: 3 clusters Score -7935878 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -7936449.500000 Penalty: 5297.388184
	Iteration 2Q: 3 clusters Score -7936450 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -7937031.500000 Penalty: 5297.388184
	Iteration 3Q: 3 clusters Score -7937032 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -7937778.500000 Penalty: 5297.388184
	Iteration 4Q: 3 clusters Score -7937778 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -7938677.500000 Penalty: 5297.388184
	Iteration 5Q: 3 clusters Score -7938678 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -7939707.500000 Penalty: 5297.388184
	Iteration 6F: 3 clusters Score -7939708 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -7941075.500000 Penalty: 5297.388184
	Iteration 7F: 3 clusters Score -7941076 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -7942804.500000 Penalty: 5297.388184
	Iteration 8F: 3 clusters Score -7942804 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -7944758.500000 Penalty: 5297.388184
	Iteration 9F: 3 clusters Score -7944758 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7946869.500000 Penalty: 5297.388184
	Iteration 10F: 3 clusters Score -7946870 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -7948497.500000 Penalty: 5297.388184
	Iteration 11Q: 3 clusters Score -7948498 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7949551.000000 Penalty: 5297.388184
	Iteration 12Q: 3 clusters Score -7949551 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7950147.000000 Penalty: 5297.388184
	Iteration 13Q: 3 clusters Score -7950147 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7950497.000000 Penalty: 5297.388184
	Iteration 14Q: 3 clusters Score -7950497 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7950680.500000 Penalty: 5297.388184
	Iteration 15Q: 3 clusters Score -7950680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7950763.000000 Penalty: 5297.388184
	Iteration 16Q: 3 clusters Score -7950763 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7950819.000000 Penalty: 5297.388184
	Iteration 17Q: 3 clusters Score -7950819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7950879.500000 Penalty: 5297.388184
	Iteration 18Q: 3 clusters Score -7950880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7950901.000000 Penalty: 5297.388184
	Iteration 19Q: 3 clusters Score -7950901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7950924.000000 Penalty: 5297.388184
	Iteration 20F: 3 clusters Score -7950924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7950944.000000 Penalty: 5297.388184
	Iteration 21Q: 3 clusters Score -7950944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7950968.000000 Penalty: 5297.388184
	Iteration 22Q: 3 clusters Score -7950968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7950973.000000 Penalty: 5297.388184
	Iteration 23Q: 3 clusters Score -7950973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7950969.500000 Penalty: 5297.388184
	Iteration 24Q: 3 clusters Score -7950970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7950977.500000 Penalty: 5297.388184
	Iteration 25Q: 3 clusters Score -7950978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7950989.000000 Penalty: 5297.388184
	Iteration 26Q: 3 clusters Score -7950989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7950992.500000 Penalty: 5297.388184
	Iteration 27Q: 3 clusters Score -7950992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7950985.500000 Penalty: 5297.388184
	Iteration 28Q: 3 clusters Score -7950986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7950989.000000 Penalty: 5297.388184
	Iteration 29Q: 3 clusters Score -7950989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7950987.000000 Penalty: 5297.388184
	Iteration 30Q: 3 clusters Score -7950987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7950989.500000 Penalty: 5297.388184
	Iteration 31Q: 3 clusters Score -7950990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7951001.500000 Penalty: 5297.388184
	Iteration 32Q: 3 clusters Score -7951002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7950997.500000 Penalty: 5297.388184
	Iteration 33Q: 3 clusters Score -7950998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7950996.000000 Penalty: 5297.388184
	Iteration 34Q: 3 clusters Score -7950996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7950998.500000 Penalty: 5297.388184
	Iteration 35Q: 3 clusters Score -7950998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7950994.000000 Penalty: 5297.388184
	Iteration 36Q: 3 clusters Score -7950994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7950995.000000 Penalty: 5297.388184
	Iteration 37Q: 3 clusters Score -7950995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7950994.500000 Penalty: 5297.388184
	Iteration 38Q: 3 clusters Score -7950994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7950994.500000 Penalty: 5297.388184
	Iteration 39F: 3 clusters Score -7950994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (43622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Entering Unmasked Estep 
Score: -7796633.500000 Penalty: 2649.462646
	Iteration 0F: 2 clusters Score -7796634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -7767750.000000 Penalty: 5298.925293
	Iteration 0F: 3 clusters Score -7767750 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -7778778.000000 Penalty: 5298.925293
	Iteration 1F: 3 clusters Score -7778778 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7779258.000000 Penalty: 5298.925293
	Iteration 2Q: 3 clusters Score -7779258 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -7779665.000000 Penalty: 5298.925293
	Iteration 3Q: 3 clusters Score -7779665 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -7780015.500000 Penalty: 5298.925293
	Iteration 4Q: 3 clusters Score -7780016 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -7780371.500000 Penalty: 5298.925293
	Iteration 5Q: 3 clusters Score -7780372 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -7780675.000000 Penalty: 5298.925293
	Iteration 6Q: 3 clusters Score -7780675 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -7781120.500000 Penalty: 5298.925293
	Iteration 7Q: 3 clusters Score -7781120 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -7781766.500000 Penalty: 5298.925293
	Iteration 8Q: 3 clusters Score -7781766 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -7782706.500000 Penalty: 5298.925293
	Iteration 9Q: 3 clusters Score -7782706 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -7784212.000000 Penalty: 5298.925293
	Iteration 10F: 3 clusters Score -7784212 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -7786299.500000 Penalty: 5298.925293
	Iteration 11F: 3 clusters Score -7786300 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -7788717.500000 Penalty: 5298.925293
	Iteration 12F: 3 clusters Score -7788718 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -7790868.500000 Penalty: 5298.925293
	Iteration 13F: 3 clusters Score -7790868 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7792434.000000 Penalty: 5298.925293
	Iteration 14Q: 3 clusters Score -7792434 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -7793377.500000 Penalty: 5298.925293
	Iteration 15Q: 3 clusters Score -7793378 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -7793820.500000 Penalty: 5298.925293
	Iteration 16Q: 3 clusters Score -7793820 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -7794071.000000 Penalty: 5298.925293
	Iteration 17Q: 3 clusters Score -7794071 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -7794190.500000 Penalty: 5298.925293
	Iteration 18Q: 3 clusters Score -7794190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -7794263.000000 Penalty: 5298.925293
	Iteration 19Q: 3 clusters Score -7794263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -7794293.000000 Penalty: 5298.925293
	Iteration 20F: 3 clusters Score -7794293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -7794310.500000 Penalty: 5298.925293
	Iteration 21Q: 3 clusters Score -7794310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -7794330.000000 Penalty: 5298.925293
	Iteration 22Q: 3 clusters Score -7794330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -7794348.500000 Penalty: 5298.925293
	Iteration 23Q: 3 clusters Score -7794348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -7794349.500000 Penalty: 5298.925293
	Iteration 24Q: 3 clusters Score -7794350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -7794360.000000 Penalty: 5298.925293
	Iteration 25Q: 3 clusters Score -7794360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -7794359.000000 Penalty: 5298.925293
	Iteration 26Q: 3 clusters Score -7794359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -7794362.000000 Penalty: 5298.925293
	Iteration 27Q: 3 clusters Score -7794362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -7794362.500000 Penalty: 5298.925293
	Iteration 28Q: 3 clusters Score -7794362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -7794362.500000 Penalty: 5298.925293
	Iteration 29F: 3 clusters Score -7794362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -1268283.375000 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -1268283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1262187.000000 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -1262187 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1263948.875000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -1263949 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1264483.125000 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -1264483 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1265139.500000 Penalty: 4428.145508
	Iteration 3F: 3 clusters Score -1265140 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1265874.375000 Penalty: 4428.145508
	Iteration 4F: 3 clusters Score -1265874 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1266530.500000 Penalty: 4428.145508
	Iteration 5F: 3 clusters Score -1266530 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1266978.625000 Penalty: 4428.145508
	Iteration 6F: 3 clusters Score -1266979 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1267294.125000 Penalty: 4428.145508
	Iteration 7Q: 3 clusters Score -1267294 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1267498.750000 Penalty: 4428.145508
	Iteration 8Q: 3 clusters Score -1267499 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1267658.625000 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -1267659 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1267771.000000 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -1267771 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1267843.875000 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -1267844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1267888.125000 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -1267888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1267914.000000 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -1267914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1267933.250000 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -1267933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1267944.250000 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -1267944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1267949.750000 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -1267950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1267954.250000 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -1267954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1267962.000000 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -1267962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1267967.125000 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -1267967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1267970.250000 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -1267970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1267978.750000 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -1267979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1267981.625000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -1267982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1267988.750000 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -1267989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1267990.125000 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -1267990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1267993.250000 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -1267993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1267996.875000 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -1267997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1268000.000000 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -1268000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1267997.750000 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -1267998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1267998.750000 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -1267999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1268001.000000 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -1268001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1268001.000000 Penalty: 4428.145508
	Iteration 31Q: 3 clusters Score -1268001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1268000.875000 Penalty: 4428.145508
	Iteration 32Q: 3 clusters Score -1268001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1268001.000000 Penalty: 4428.145508
	Iteration 33Q: 3 clusters Score -1268001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1268002.125000 Penalty: 4428.145508
	Iteration 34Q: 3 clusters Score -1268002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1268000.750000 Penalty: 4428.145508
	Iteration 35Q: 3 clusters Score -1268001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1268003.125000 Penalty: 4428.145508
	Iteration 36Q: 3 clusters Score -1268003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1268003.625000 Penalty: 4428.145508
	Iteration 37Q: 3 clusters Score -1268004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1268004.750000 Penalty: 4428.145508
	Iteration 38Q: 3 clusters Score -1268005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1268004.750000 Penalty: 4428.145508
	Iteration 39F: 3 clusters Score -1268005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Entering Unmasked Estep 
Score: -6891298.500000 Penalty: 2619.219727
	Iteration 0F: 2 clusters Score -6891298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -6865276.500000 Penalty: 5238.439453
	Iteration 0F: 3 clusters Score -6865276 nChanged 17609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -6875128.000000 Penalty: 5238.439453
	Iteration 1F: 3 clusters Score -6875128 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -6875784.500000 Penalty: 5238.439453
	Iteration 2Q: 3 clusters Score -6875784 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -6876601.000000 Penalty: 5238.439453
	Iteration 3Q: 3 clusters Score -6876601 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -6877646.000000 Penalty: 5238.439453
	Iteration 4F: 3 clusters Score -6877646 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -6878936.000000 Penalty: 5238.439453
	Iteration 5F: 3 clusters Score -6878936 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -6880380.500000 Penalty: 5238.439453
	Iteration 6F: 3 clusters Score -6880380 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6881892.500000 Penalty: 5238.439453
	Iteration 7F: 3 clusters Score -6881892 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -6883376.500000 Penalty: 5238.439453
	Iteration 8F: 3 clusters Score -6883376 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -6884658.000000 Penalty: 5238.439453
	Iteration 9F: 3 clusters Score -6884658 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -6885706.000000 Penalty: 5238.439453
	Iteration 10Q: 3 clusters Score -6885706 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -6886649.000000 Penalty: 5238.439453
	Iteration 11Q: 3 clusters Score -6886649 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -6887420.000000 Penalty: 5238.439453
	Iteration 12Q: 3 clusters Score -6887420 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -6887944.000000 Penalty: 5238.439453
	Iteration 13Q: 3 clusters Score -6887944 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -6888332.500000 Penalty: 5238.439453
	Iteration 14Q: 3 clusters Score -6888332 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -6888625.500000 Penalty: 5238.439453
	Iteration 15Q: 3 clusters Score -6888626 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -6888845.000000 Penalty: 5238.439453
	Iteration 16Q: 3 clusters Score -6888845 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -6888989.000000 Penalty: 5238.439453
	Iteration 17Q: 3 clusters Score -6888989 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -6889081.000000 Penalty: 5238.439453
	Iteration 18Q: 3 clusters Score -6889081 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -6889110.000000 Penalty: 5238.439453
	Iteration 19Q: 3 clusters Score -6889110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -6889157.500000 Penalty: 5238.439453
	Iteration 20F: 3 clusters Score -6889158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -6889177.000000 Penalty: 5238.439453
	Iteration 21Q: 3 clusters Score -6889177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -6889194.000000 Penalty: 5238.439453
	Iteration 22Q: 3 clusters Score -6889194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -6889196.500000 Penalty: 5238.439453
	Iteration 23Q: 3 clusters Score -6889196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -6889211.000000 Penalty: 5238.439453
	Iteration 24Q: 3 clusters Score -6889211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -6889213.500000 Penalty: 5238.439453
	Iteration 25Q: 3 clusters Score -6889214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -6889218.500000 Penalty: 5238.439453
	Iteration 26Q: 3 clusters Score -6889218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -6889222.000000 Penalty: 5238.439453
	Iteration 27Q: 3 clusters Score -6889222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -6889233.500000 Penalty: 5238.439453
	Iteration 28Q: 3 clusters Score -6889234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -6889247.000000 Penalty: 5238.439453
	Iteration 29Q: 3 clusters Score -6889247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -6889251.000000 Penalty: 5238.439453
	Iteration 30Q: 3 clusters Score -6889251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -6889249.000000 Penalty: 5238.439453
	Iteration 31Q: 3 clusters Score -6889249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -6889253.500000 Penalty: 5238.439453
	Iteration 32Q: 3 clusters Score -6889254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -6889252.500000 Penalty: 5238.439453
	Iteration 33Q: 3 clusters Score -6889252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -6889256.000000 Penalty: 5238.439453
	Iteration 34Q: 3 clusters Score -6889256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -6889259.000000 Penalty: 5238.439453
	Iteration 35Q: 3 clusters Score -6889259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -6889254.500000 Penalty: 5238.439453
	Iteration 36Q: 3 clusters Score -6889254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -6889254.000000 Penalty: 5238.439453
	Iteration 37Q: 3 clusters Score -6889254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -6889254.000000 Penalty: 5238.439453
	Iteration 38F: 3 clusters Score -6889254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -44015.046875 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -44015.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42814.457031 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -42814.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42976.250000 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -42976.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43089.937500 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -43089.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43133.691406 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -43133.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43158.925781 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -43158.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43169.765625 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -43169.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43169.765625 Penalty: 2794.855469
	Iteration 6F: 3 clusters Score -43169.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -201600.187500 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -201600.2 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 583 members 
Entering Unmasked Estep 
Score: -199536.578125 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -199536.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -199901.046875 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -199901 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -199998.656250 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -199998.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -200052.875000 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -200052.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -200103.812500 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -200103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -200124.484375 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -200124.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -200144.468750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -200144.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -200161.406250 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -200161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -200175.250000 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -200175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -200180.281250 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -200180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -200183.687500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -200183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -200188.296875 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -200188.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -200193.406250 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -200193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -200193.984375 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -200194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -200193.984375 Penalty: 3509.181641
	Iteration 14F: 3 clusters Score -200194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (47736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Entering Unmasked Estep 
Score: -8595409.000000 Penalty: 2671.813477
	Iteration 0F: 2 clusters Score -8595409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8565241.000000 Penalty: 5343.626953
	Iteration 0F: 3 clusters Score -8565241 nChanged 21918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -8577091.000000 Penalty: 5343.626953
	Iteration 1F: 3 clusters Score -8577091 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -8577563.000000 Penalty: 5343.626953
	Iteration 2Q: 3 clusters Score -8577563 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -8578032.000000 Penalty: 5343.626953
	Iteration 3Q: 3 clusters Score -8578032 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -8578466.000000 Penalty: 5343.626953
	Iteration 4Q: 3 clusters Score -8578466 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -8578983.000000 Penalty: 5343.626953
	Iteration 5Q: 3 clusters Score -8578983 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8579517.000000 Penalty: 5343.626953
	Iteration 6Q: 3 clusters Score -8579517 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -8580363.000000 Penalty: 5343.626953
	Iteration 7Q: 3 clusters Score -8580363 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -8581523.000000 Penalty: 5343.626953
	Iteration 8Q: 3 clusters Score -8581523 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -8583115.000000 Penalty: 5343.626953
	Iteration 9Q: 3 clusters Score -8583115 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -8585168.000000 Penalty: 5343.626953
	Iteration 10F: 3 clusters Score -8585168 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -8587316.000000 Penalty: 5343.626953
	Iteration 11F: 3 clusters Score -8587316 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8589134.000000 Penalty: 5343.626953
	Iteration 12Q: 3 clusters Score -8589134 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -8590563.000000 Penalty: 5343.626953
	Iteration 13Q: 3 clusters Score -8590563 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -8591486.000000 Penalty: 5343.626953
	Iteration 14Q: 3 clusters Score -8591486 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -8592042.000000 Penalty: 5343.626953
	Iteration 15Q: 3 clusters Score -8592042 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8592472.000000 Penalty: 5343.626953
	Iteration 16Q: 3 clusters Score -8592472 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8592693.000000 Penalty: 5343.626953
	Iteration 17Q: 3 clusters Score -8592693 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8592875.000000 Penalty: 5343.626953
	Iteration 18Q: 3 clusters Score -8592875 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8592991.000000 Penalty: 5343.626953
	Iteration 19Q: 3 clusters Score -8592991 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8593016.000000 Penalty: 5343.626953
	Iteration 20F: 3 clusters Score -8593016 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8593081.000000 Penalty: 5343.626953
	Iteration 21Q: 3 clusters Score -8593081 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8593122.000000 Penalty: 5343.626953
	Iteration 22Q: 3 clusters Score -8593122 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8593199.000000 Penalty: 5343.626953
	Iteration 23Q: 3 clusters Score -8593199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8593231.000000 Penalty: 5343.626953
	Iteration 24Q: 3 clusters Score -8593231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8593259.000000 Penalty: 5343.626953
	Iteration 25Q: 3 clusters Score -8593259 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8593294.000000 Penalty: 5343.626953
	Iteration 26Q: 3 clusters Score -8593294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8593307.000000 Penalty: 5343.626953
	Iteration 27Q: 3 clusters Score -8593307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8593326.000000 Penalty: 5343.626953
	Iteration 28Q: 3 clusters Score -8593326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8593333.000000 Penalty: 5343.626953
	Iteration 29Q: 3 clusters Score -8593333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8593366.000000 Penalty: 5343.626953
	Iteration 30Q: 3 clusters Score -8593366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8593375.000000 Penalty: 5343.626953
	Iteration 31Q: 3 clusters Score -8593375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8593385.000000 Penalty: 5343.626953
	Iteration 32Q: 3 clusters Score -8593385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8593400.000000 Penalty: 5343.626953
	Iteration 33Q: 3 clusters Score -8593400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8593405.000000 Penalty: 5343.626953
	Iteration 34Q: 3 clusters Score -8593405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8593400.000000 Penalty: 5343.626953
	Iteration 35Q: 3 clusters Score -8593400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8593405.000000 Penalty: 5343.626953
	Iteration 36Q: 3 clusters Score -8593405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8593421.000000 Penalty: 5343.626953
	Iteration 37Q: 3 clusters Score -8593421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8593417.000000 Penalty: 5343.626953
	Iteration 38Q: 3 clusters Score -8593417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8593426.000000 Penalty: 5343.626953
	Iteration 39Q: 3 clusters Score -8593426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8593438.000000 Penalty: 5343.626953
	Iteration 40F: 3 clusters Score -8593438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8593437.000000 Penalty: 5343.626953
	Iteration 41Q: 3 clusters Score -8593437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8593438.000000 Penalty: 5343.626953
	Iteration 42Q: 3 clusters Score -8593438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8593431.000000 Penalty: 5343.626953
	Iteration 43Q: 3 clusters Score -8593431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8593431.000000 Penalty: 5343.626953
	Iteration 44Q: 3 clusters Score -8593431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8593431.000000 Penalty: 5343.626953
	Iteration 45F: 3 clusters Score -8593431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -130364.414062 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130364.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130765.031250 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130922.445312 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -130922.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131013.726562 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -131013.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -131066.414062 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -131066.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -131096.812500 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131096.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131132.156250 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131132.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131149.593750 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -131171.718750 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131171.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -131182.859375 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -131198.468750 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131198.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -131204.187500 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -131205.843750 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -131206.125000 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131206.968750 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -131207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131206.968750 Penalty: 3370.670166
	Iteration 15F: 3 clusters Score -131207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 16211 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50605 members 
Mstep: Class 11 contains 50692 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 43218 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 19652 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 46697 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44799 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40615 members 
Mstep: Class 29 contains 40499 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 49542 members 
Mstep: Class 33 contains 44732 members 
Mstep: Class 34 contains 43487 members 
Mstep: Class 35 contains 43622 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 38614 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 47736 members 
Mstep: Class 41 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428576.000000 Penalty: 148555.890625
Iteration 159Q: 44 clusters Score -1.964286e+08 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 50686 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 16272 members 
Mstep: Class 7 contains 6982 members 
Mstep: Class 8 contains 41173 members 
Mstep: Class 9 contains 47581 members 
Mstep: Class 10 contains 50614 members 
Mstep: Class 11 contains 50699 members 
Mstep: Class 12 contains 41503 members 
Mstep: Class 13 contains 43892 members 
Mstep: Class 14 contains 45605 members 
Mstep: Class 15 contains 45451 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 19645 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 7812 members 
Mstep: Class 22 contains 13454 members 
Mstep: Class 23 contains 46803 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 44833 members 
Mstep: Class 26 contains 9062 members 
Mstep: Class 27 contains 46729 members 
Mstep: Class 28 contains 40619 members 
Mstep: Class 29 contains 40504 members 
Mstep: Class 30 contains 16062 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 48816 members 
Mstep: Class 33 contains 44719 members 
Mstep: Class 34 contains 43489 members 
Mstep: Class 35 contains 43665 members 
Mstep: Class 36 contains 7492 members 
Mstep: Class 37 contains 38604 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1181 members 
Mstep: Class 40 contains 47712 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 152 members 
Mstep: Class 43 contains 37520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429872.000000 Penalty: 148555.890625
Iteration 160F: 44 clusters Score -1.964299e+08 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 16447 members 
Mstep: Class 4 contains 50454 members 
Mstep: Class 5 contains 2472 members 
Mstep: Class 6 contains 16296 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 41165 members 
Mstep: Class 9 contains 47519 members 
Mstep: Class 10 contains 50613 members 
Mstep: Class 11 contains 49976 members 
Mstep: Class 12 contains 41726 members 
Mstep: Class 13 contains 44643 members 
Mstep: Class 14 contains 45388 members 
Mstep: Class 15 contains 45445 members 
Mstep: Class 16 contains 36157 members 
Mstep: Class 17 contains 19637 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 400 members 
Mstep: Class 21 contains 7806 members 
Mstep: Class 22 contains 13434 members 
Mstep: Class 23 contains 46557 members 
Mstep: Class 24 contains 642 members 
Mstep: Class 25 contains 44687 members 
Mstep: Class 26 contains 9048 members 
Mstep: Class 27 contains 46728 members 
Mstep: Class 28 contains 40586 members 
Mstep: Class 29 contains 40512 members 
Mstep: Class 30 contains 17066 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 48052 members 
Mstep: Class 33 contains 44665 members 
Mstep: Class 34 contains 43448 members 
Mstep: Class 35 contains 43589 members 
Mstep: Class 36 contains 7447 members 
Mstep: Class 37 contains 38580 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1180 members 
Mstep: Class 40 contains 47570 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 157 members 
Mstep: Class 43 contains 38492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430800.000000 Penalty: 148555.890625
Iteration 161Q: 44 clusters Score -1.964308e+08 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 16444 members 
Mstep: Class 4 contains 50305 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 6810 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 47471 members 
Mstep: Class 10 contains 50607 members 
Mstep: Class 11 contains 49445 members 
Mstep: Class 12 contains 41974 members 
Mstep: Class 13 contains 45477 members 
Mstep: Class 14 contains 45226 members 
Mstep: Class 15 contains 45414 members 
Mstep: Class 16 contains 36125 members 
Mstep: Class 17 contains 19632 members 
Mstep: Class 18 contains 3709 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 7789 members 
Mstep: Class 22 contains 13429 members 
Mstep: Class 23 contains 46370 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 44531 members 
Mstep: Class 26 contains 9046 members 
Mstep: Class 27 contains 46725 members 
Mstep: Class 28 contains 40556 members 
Mstep: Class 29 contains 40524 members 
Mstep: Class 30 contains 17872 members 
Mstep: Class 31 contains 4732 members 
Mstep: Class 32 contains 47203 members 
Mstep: Class 33 contains 44668 members 
Mstep: Class 34 contains 43399 members 
Mstep: Class 35 contains 43532 members 
Mstep: Class 36 contains 7412 members 
Mstep: Class 37 contains 38569 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1178 members 
Mstep: Class 40 contains 47415 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 158 members 
Mstep: Class 43 contains 39082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431472.000000 Penalty: 148555.890625
Iteration 162Q: 44 clusters Score -1.964315e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 16434 members 
Mstep: Class 4 contains 50157 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 16332 members 
Mstep: Class 7 contains 6749 members 
Mstep: Class 8 contains 41175 members 
Mstep: Class 9 contains 47444 members 
Mstep: Class 10 contains 50596 members 
Mstep: Class 11 contains 49036 members 
Mstep: Class 12 contains 42252 members 
Mstep: Class 13 contains 46293 members 
Mstep: Class 14 contains 45059 members 
Mstep: Class 15 contains 45386 members 
Mstep: Class 16 contains 36102 members 
Mstep: Class 17 contains 19621 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 7768 members 
Mstep: Class 22 contains 13426 members 
Mstep: Class 23 contains 46194 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 44324 members 
Mstep: Class 26 contains 9026 members 
Mstep: Class 27 contains 46719 members 
Mstep: Class 28 contains 40494 members 
Mstep: Class 29 contains 40547 members 
Mstep: Class 30 contains 18673 members 
Mstep: Class 31 contains 4842 members 
Mstep: Class 32 contains 46318 members 
Mstep: Class 33 contains 44669 members 
Mstep: Class 34 contains 43362 members 
Mstep: Class 35 contains 43476 members 
Mstep: Class 36 contains 7394 members 
Mstep: Class 37 contains 38560 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 47302 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 160 members 
Mstep: Class 43 contains 39573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431776.000000 Penalty: 148555.890625
Iteration 163Q: 44 clusters Score -1.964318e+08 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 50025 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 41175 members 
Mstep: Class 9 contains 47403 members 
Mstep: Class 10 contains 50593 members 
Mstep: Class 11 contains 48610 members 
Mstep: Class 12 contains 42503 members 
Mstep: Class 13 contains 47135 members 
Mstep: Class 14 contains 44905 members 
Mstep: Class 15 contains 45382 members 
Mstep: Class 16 contains 36091 members 
Mstep: Class 17 contains 19616 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 13425 members 
Mstep: Class 23 contains 46010 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 44157 members 
Mstep: Class 26 contains 9014 members 
Mstep: Class 27 contains 46709 members 
Mstep: Class 28 contains 40441 members 
Mstep: Class 29 contains 40552 members 
Mstep: Class 30 contains 19468 members 
Mstep: Class 31 contains 4953 members 
Mstep: Class 32 contains 45353 members 
Mstep: Class 33 contains 44691 members 
Mstep: Class 34 contains 43351 members 
Mstep: Class 35 contains 43420 members 
Mstep: Class 36 contains 7386 members 
Mstep: Class 37 contains 38547 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 47156 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 39989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432448.000000 Penalty: 148555.890625
Iteration 164Q: 44 clusters Score -1.964324e+08 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 16424 members 
Mstep: Class 4 contains 49864 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 16378 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 41178 members 
Mstep: Class 9 contains 47397 members 
Mstep: Class 10 contains 50602 members 
Mstep: Class 11 contains 48257 members 
Mstep: Class 12 contains 42739 members 
Mstep: Class 13 contains 47947 members 
Mstep: Class 14 contains 44707 members 
Mstep: Class 15 contains 45405 members 
Mstep: Class 16 contains 36079 members 
Mstep: Class 17 contains 19608 members 
Mstep: Class 18 contains 3645 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 13428 members 
Mstep: Class 23 contains 45864 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 44009 members 
Mstep: Class 26 contains 8999 members 
Mstep: Class 27 contains 46706 members 
Mstep: Class 28 contains 40386 members 
Mstep: Class 29 contains 40534 members 
Mstep: Class 30 contains 20285 members 
Mstep: Class 31 contains 5053 members 
Mstep: Class 32 contains 44350 members 
Mstep: Class 33 contains 44676 members 
Mstep: Class 34 contains 43362 members 
Mstep: Class 35 contains 43392 members 
Mstep: Class 36 contains 7379 members 
Mstep: Class 37 contains 38537 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 47043 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 164 members 
Mstep: Class 43 contains 40341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432784.000000 Penalty: 148555.890625
Iteration 165Q: 44 clusters Score -1.964328e+08 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 16428 members 
Mstep: Class 4 contains 49668 members 
Mstep: Class 5 contains 2472 members 
Mstep: Class 6 contains 16384 members 
Mstep: Class 7 contains 6670 members 
Mstep: Class 8 contains 41177 members 
Mstep: Class 9 contains 47388 members 
Mstep: Class 10 contains 50592 members 
Mstep: Class 11 contains 47941 members 
Mstep: Class 12 contains 42988 members 
Mstep: Class 13 contains 48695 members 
Mstep: Class 14 contains 44535 members 
Mstep: Class 15 contains 45416 members 
Mstep: Class 16 contains 36074 members 
Mstep: Class 17 contains 19576 members 
Mstep: Class 18 contains 3636 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 7668 members 
Mstep: Class 22 contains 13433 members 
Mstep: Class 23 contains 45738 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 43896 members 
Mstep: Class 26 contains 8995 members 
Mstep: Class 27 contains 46700 members 
Mstep: Class 28 contains 40346 members 
Mstep: Class 29 contains 40541 members 
Mstep: Class 30 contains 21170 members 
Mstep: Class 31 contains 5126 members 
Mstep: Class 32 contains 43332 members 
Mstep: Class 33 contains 44642 members 
Mstep: Class 34 contains 43333 members 
Mstep: Class 35 contains 43360 members 
Mstep: Class 36 contains 7373 members 
Mstep: Class 37 contains 38531 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1174 members 
Mstep: Class 40 contains 46928 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 165 members 
Mstep: Class 43 contains 40705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432768.000000 Penalty: 148555.890625
Iteration 166Q: 44 clusters Score -1.964328e+08 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 16439 members 
Mstep: Class 4 contains 49503 members 
Mstep: Class 5 contains 2471 members 
Mstep: Class 6 contains 16376 members 
Mstep: Class 7 contains 6642 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 47381 members 
Mstep: Class 10 contains 50591 members 
Mstep: Class 11 contains 47698 members 
Mstep: Class 12 contains 43240 members 
Mstep: Class 13 contains 49347 members 
Mstep: Class 14 contains 44343 members 
Mstep: Class 15 contains 45421 members 
Mstep: Class 16 contains 36066 members 
Mstep: Class 17 contains 19546 members 
Mstep: Class 18 contains 3631 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 45601 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 43796 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 46697 members 
Mstep: Class 28 contains 40291 members 
Mstep: Class 29 contains 40549 members 
Mstep: Class 30 contains 22059 members 
Mstep: Class 31 contains 5190 members 
Mstep: Class 32 contains 42366 members 
Mstep: Class 33 contains 44633 members 
Mstep: Class 34 contains 43337 members 
Mstep: Class 35 contains 43326 members 
Mstep: Class 36 contains 7387 members 
Mstep: Class 37 contains 38522 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 46774 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 41011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432848.000000 Penalty: 148555.890625
Iteration 167Q: 44 clusters Score -1.964328e+08 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 49358 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 16367 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 41170 members 
Mstep: Class 9 contains 47371 members 
Mstep: Class 10 contains 50590 members 
Mstep: Class 11 contains 47454 members 
Mstep: Class 12 contains 43493 members 
Mstep: Class 13 contains 49894 members 
Mstep: Class 14 contains 44192 members 
Mstep: Class 15 contains 45415 members 
Mstep: Class 16 contains 36050 members 
Mstep: Class 17 contains 19525 members 
Mstep: Class 18 contains 3633 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 7588 members 
Mstep: Class 22 contains 13438 members 
Mstep: Class 23 contains 45417 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 43675 members 
Mstep: Class 26 contains 8972 members 
Mstep: Class 27 contains 46692 members 
Mstep: Class 28 contains 40236 members 
Mstep: Class 29 contains 40571 members 
Mstep: Class 30 contains 23008 members 
Mstep: Class 31 contains 5259 members 
Mstep: Class 32 contains 41427 members 
Mstep: Class 33 contains 44597 members 
Mstep: Class 34 contains 43378 members 
Mstep: Class 35 contains 43297 members 
Mstep: Class 36 contains 7405 members 
Mstep: Class 37 contains 38525 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 46622 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 41301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432336.000000 Penalty: 148555.890625
Iteration 168Q: 44 clusters Score -1.964323e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 49211 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 41168 members 
Mstep: Class 9 contains 47345 members 
Mstep: Class 10 contains 50592 members 
Mstep: Class 11 contains 47322 members 
Mstep: Class 12 contains 43782 members 
Mstep: Class 13 contains 50240 members 
Mstep: Class 14 contains 44024 members 
Mstep: Class 15 contains 45399 members 
Mstep: Class 16 contains 36042 members 
Mstep: Class 17 contains 19495 members 
Mstep: Class 18 contains 3629 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 7545 members 
Mstep: Class 22 contains 13435 members 
Mstep: Class 23 contains 45271 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43555 members 
Mstep: Class 26 contains 8957 members 
Mstep: Class 27 contains 46695 members 
Mstep: Class 28 contains 40194 members 
Mstep: Class 29 contains 40583 members 
Mstep: Class 30 contains 23997 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 40562 members 
Mstep: Class 33 contains 44592 members 
Mstep: Class 34 contains 43419 members 
Mstep: Class 35 contains 43278 members 
Mstep: Class 36 contains 7424 members 
Mstep: Class 37 contains 38528 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1170 members 
Mstep: Class 40 contains 46479 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 41506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432544.000000 Penalty: 148555.890625
Iteration 169Q: 44 clusters Score -1.964325e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15433 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 49085 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 16344 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 41167 members 
Mstep: Class 9 contains 47322 members 
Mstep: Class 10 contains 50565 members 
Mstep: Class 11 contains 47261 members 
Mstep: Class 12 contains 44045 members 
Mstep: Class 13 contains 50369 members 
Mstep: Class 14 contains 43870 members 
Mstep: Class 15 contains 45411 members 
Mstep: Class 16 contains 36031 members 
Mstep: Class 17 contains 19474 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7510 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 45134 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43424 members 
Mstep: Class 26 contains 8943 members 
Mstep: Class 27 contains 46694 members 
Mstep: Class 28 contains 40160 members 
Mstep: Class 29 contains 40596 members 
Mstep: Class 30 contains 25042 members 
Mstep: Class 31 contains 5368 members 
Mstep: Class 32 contains 39767 members 
Mstep: Class 33 contains 44610 members 
Mstep: Class 34 contains 43444 members 
Mstep: Class 35 contains 43260 members 
Mstep: Class 36 contains 7445 members 
Mstep: Class 37 contains 38532 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1168 members 
Mstep: Class 40 contains 46307 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 41738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433264.000000 Penalty: 148555.890625
Iteration 170Q: 44 clusters Score -1.964333e+08 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 49009 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 16328 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 8 contains 41165 members 
Mstep: Class 9 contains 47296 members 
Mstep: Class 10 contains 50551 members 
Mstep: Class 11 contains 47233 members 
Mstep: Class 12 contains 44303 members 
Mstep: Class 13 contains 50318 members 
Mstep: Class 14 contains 43713 members 
Mstep: Class 15 contains 45410 members 
Mstep: Class 16 contains 36021 members 
Mstep: Class 17 contains 19453 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7475 members 
Mstep: Class 22 contains 13435 members 
Mstep: Class 23 contains 45031 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43284 members 
Mstep: Class 26 contains 8923 members 
Mstep: Class 27 contains 46696 members 
Mstep: Class 28 contains 40136 members 
Mstep: Class 29 contains 40617 members 
Mstep: Class 30 contains 26124 members 
Mstep: Class 31 contains 5409 members 
Mstep: Class 32 contains 39080 members 
Mstep: Class 33 contains 44620 members 
Mstep: Class 34 contains 43468 members 
Mstep: Class 35 contains 43226 members 
Mstep: Class 36 contains 7476 members 
Mstep: Class 37 contains 38532 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1163 members 
Mstep: Class 40 contains 46096 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 41952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433904.000000 Penalty: 148555.890625
Iteration 171Q: 44 clusters Score -1.964339e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 16423 members 
Mstep: Class 4 contains 48898 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 6567 members 
Mstep: Class 8 contains 41178 members 
Mstep: Class 9 contains 47261 members 
Mstep: Class 10 contains 50517 members 
Mstep: Class 11 contains 47245 members 
Mstep: Class 12 contains 44559 members 
Mstep: Class 13 contains 50159 members 
Mstep: Class 14 contains 43575 members 
Mstep: Class 15 contains 45422 members 
Mstep: Class 16 contains 36009 members 
Mstep: Class 17 contains 19417 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7429 members 
Mstep: Class 22 contains 13426 members 
Mstep: Class 23 contains 44952 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43148 members 
Mstep: Class 26 contains 8913 members 
Mstep: Class 27 contains 46692 members 
Mstep: Class 28 contains 40124 members 
Mstep: Class 29 contains 40665 members 
Mstep: Class 30 contains 27204 members 
Mstep: Class 31 contains 5440 members 
Mstep: Class 32 contains 38490 members 
Mstep: Class 33 contains 44627 members 
Mstep: Class 34 contains 43470 members 
Mstep: Class 35 contains 43203 members 
Mstep: Class 36 contains 7516 members 
Mstep: Class 37 contains 38527 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1163 members 
Mstep: Class 40 contains 45868 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 42155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433648.000000 Penalty: 148555.890625
Iteration 172Q: 44 clusters Score -1.964336e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 16412 members 
Mstep: Class 4 contains 48807 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6558 members 
Mstep: Class 8 contains 41180 members 
Mstep: Class 9 contains 47248 members 
Mstep: Class 10 contains 50480 members 
Mstep: Class 11 contains 47260 members 
Mstep: Class 12 contains 44808 members 
Mstep: Class 13 contains 49838 members 
Mstep: Class 14 contains 43411 members 
Mstep: Class 15 contains 45447 members 
Mstep: Class 16 contains 35998 members 
Mstep: Class 17 contains 19384 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7385 members 
Mstep: Class 22 contains 13431 members 
Mstep: Class 23 contains 44900 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 43003 members 
Mstep: Class 26 contains 8902 members 
Mstep: Class 27 contains 46689 members 
Mstep: Class 28 contains 40118 members 
Mstep: Class 29 contains 40710 members 
Mstep: Class 30 contains 28327 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 38000 members 
Mstep: Class 33 contains 44632 members 
Mstep: Class 34 contains 43425 members 
Mstep: Class 35 contains 43183 members 
Mstep: Class 36 contains 7549 members 
Mstep: Class 37 contains 38520 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1162 members 
Mstep: Class 40 contains 45645 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 42355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433488.000000 Penalty: 148555.890625
Iteration 173Q: 44 clusters Score -1.964335e+08 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 16407 members 
Mstep: Class 4 contains 48708 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6550 members 
Mstep: Class 8 contains 41176 members 
Mstep: Class 9 contains 47212 members 
Mstep: Class 10 contains 50458 members 
Mstep: Class 11 contains 47308 members 
Mstep: Class 12 contains 45028 members 
Mstep: Class 13 contains 49461 members 
Mstep: Class 14 contains 43289 members 
Mstep: Class 15 contains 45470 members 
Mstep: Class 16 contains 35980 members 
Mstep: Class 17 contains 19345 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 22 contains 13435 members 
Mstep: Class 23 contains 44846 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 42854 members 
Mstep: Class 26 contains 8890 members 
Mstep: Class 27 contains 46688 members 
Mstep: Class 28 contains 40120 members 
Mstep: Class 29 contains 40756 members 
Mstep: Class 30 contains 29433 members 
Mstep: Class 31 contains 5496 members 
Mstep: Class 32 contains 37563 members 
Mstep: Class 33 contains 44592 members 
Mstep: Class 34 contains 43409 members 
Mstep: Class 35 contains 43178 members 
Mstep: Class 36 contains 7579 members 
Mstep: Class 37 contains 38524 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1161 members 
Mstep: Class 40 contains 45445 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 42515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433424.000000 Penalty: 148555.890625
Iteration 174Q: 44 clusters Score -1.964334e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 48599 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 6541 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 47234 members 
Mstep: Class 10 contains 50452 members 
Mstep: Class 11 contains 47424 members 
Mstep: Class 12 contains 45263 members 
Mstep: Class 13 contains 49041 members 
Mstep: Class 14 contains 43156 members 
Mstep: Class 15 contains 45474 members 
Mstep: Class 16 contains 35970 members 
Mstep: Class 17 contains 19308 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7321 members 
Mstep: Class 22 contains 13430 members 
Mstep: Class 23 contains 44793 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 42746 members 
Mstep: Class 26 contains 8881 members 
Mstep: Class 27 contains 46682 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 40773 members 
Mstep: Class 30 contains 30460 members 
Mstep: Class 31 contains 5520 members 
Mstep: Class 32 contains 37198 members 
Mstep: Class 33 contains 44543 members 
Mstep: Class 34 contains 43381 members 
Mstep: Class 35 contains 43179 members 
Mstep: Class 36 contains 7603 members 
Mstep: Class 37 contains 38528 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 45282 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 42649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433376.000000 Penalty: 148555.890625
Iteration 175Q: 44 clusters Score -1.964334e+08 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 16407 members 
Mstep: Class 4 contains 48474 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 41163 members 
Mstep: Class 9 contains 47254 members 
Mstep: Class 10 contains 50439 members 
Mstep: Class 11 contains 47538 members 
Mstep: Class 12 contains 45510 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 43024 members 
Mstep: Class 15 contains 45463 members 
Mstep: Class 16 contains 35958 members 
Mstep: Class 17 contains 19274 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 13431 members 
Mstep: Class 23 contains 44770 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 42643 members 
Mstep: Class 26 contains 8870 members 
Mstep: Class 27 contains 46677 members 
Mstep: Class 28 contains 40040 members 
Mstep: Class 29 contains 40765 members 
Mstep: Class 30 contains 31522 members 
Mstep: Class 31 contains 5540 members 
Mstep: Class 32 contains 36846 members 
Mstep: Class 33 contains 44462 members 
Mstep: Class 34 contains 43352 members 
Mstep: Class 35 contains 43185 members 
Mstep: Class 36 contains 7619 members 
Mstep: Class 37 contains 38529 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 45138 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 42792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433776.000000 Penalty: 148555.890625
Iteration 176Q: 44 clusters Score -1.964338e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 16407 members 
Mstep: Class 4 contains 48390 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 41161 members 
Mstep: Class 9 contains 47276 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 45707 members 
Mstep: Class 13 contains 48113 members 
Mstep: Class 14 contains 42910 members 
Mstep: Class 15 contains 45463 members 
Mstep: Class 16 contains 35952 members 
Mstep: Class 17 contains 19246 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 13429 members 
Mstep: Class 23 contains 44695 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 42551 members 
Mstep: Class 26 contains 8868 members 
Mstep: Class 27 contains 46675 members 
Mstep: Class 28 contains 40057 members 
Mstep: Class 29 contains 40767 members 
Mstep: Class 30 contains 32588 members 
Mstep: Class 31 contains 5568 members 
Mstep: Class 32 contains 36504 members 
Mstep: Class 33 contains 44394 members 
Mstep: Class 34 contains 43319 members 
Mstep: Class 35 contains 43180 members 
Mstep: Class 36 contains 7633 members 
Mstep: Class 37 contains 38527 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 44991 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 42884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434368.000000 Penalty: 148555.890625
Iteration 177Q: 44 clusters Score -1.964344e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 48338 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6498 members 
Mstep: Class 8 contains 41153 members 
Mstep: Class 9 contains 47302 members 
Mstep: Class 10 contains 50430 members 
Mstep: Class 11 contains 47613 members 
Mstep: Class 12 contains 45913 members 
Mstep: Class 13 contains 47719 members 
Mstep: Class 14 contains 42801 members 
Mstep: Class 15 contains 45457 members 
Mstep: Class 16 contains 35950 members 
Mstep: Class 17 contains 19228 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 13425 members 
Mstep: Class 23 contains 44647 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 42481 members 
Mstep: Class 26 contains 8866 members 
Mstep: Class 27 contains 46675 members 
Mstep: Class 28 contains 40059 members 
Mstep: Class 29 contains 40738 members 
Mstep: Class 30 contains 33583 members 
Mstep: Class 31 contains 5597 members 
Mstep: Class 32 contains 36187 members 
Mstep: Class 33 contains 44341 members 
Mstep: Class 34 contains 43279 members 
Mstep: Class 35 contains 43181 members 
Mstep: Class 36 contains 7636 members 
Mstep: Class 37 contains 38525 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 44861 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 42965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435264.000000 Penalty: 148555.890625
Iteration 178Q: 44 clusters Score -1.964353e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 48279 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 41145 members 
Mstep: Class 9 contains 47323 members 
Mstep: Class 10 contains 50428 members 
Mstep: Class 11 contains 47702 members 
Mstep: Class 12 contains 46109 members 
Mstep: Class 13 contains 47350 members 
Mstep: Class 14 contains 42686 members 
Mstep: Class 15 contains 45448 members 
Mstep: Class 16 contains 35924 members 
Mstep: Class 17 contains 19216 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 13414 members 
Mstep: Class 23 contains 44600 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 42402 members 
Mstep: Class 26 contains 8861 members 
Mstep: Class 27 contains 46676 members 
Mstep: Class 28 contains 40049 members 
Mstep: Class 29 contains 40711 members 
Mstep: Class 30 contains 34527 members 
Mstep: Class 31 contains 5626 members 
Mstep: Class 32 contains 35878 members 
Mstep: Class 33 contains 44267 members 
Mstep: Class 34 contains 43253 members 
Mstep: Class 35 contains 43188 members 
Mstep: Class 36 contains 7648 members 
Mstep: Class 37 contains 38529 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 44724 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 43036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435392.000000 Penalty: 148555.890625
Iteration 179Q: 44 clusters Score -1.964354e+08 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15452 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 48207 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 41133 members 
Mstep: Class 9 contains 47334 members 
Mstep: Class 10 contains 50427 members 
Mstep: Class 11 contains 47812 members 
Mstep: Class 12 contains 46298 members 
Mstep: Class 13 contains 47093 members 
Mstep: Class 14 contains 42568 members 
Mstep: Class 15 contains 45419 members 
Mstep: Class 16 contains 35914 members 
Mstep: Class 17 contains 19207 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7175 members 
Mstep: Class 22 contains 13405 members 
Mstep: Class 23 contains 44563 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 42309 members 
Mstep: Class 26 contains 8859 members 
Mstep: Class 27 contains 46675 members 
Mstep: Class 28 contains 40043 members 
Mstep: Class 29 contains 40703 members 
Mstep: Class 30 contains 35370 members 
Mstep: Class 31 contains 5655 members 
Mstep: Class 32 contains 35567 members 
Mstep: Class 33 contains 44188 members 
Mstep: Class 34 contains 43239 members 
Mstep: Class 35 contains 43184 members 
Mstep: Class 36 contains 7659 members 
Mstep: Class 37 contains 38521 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 44598 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 166 members 
Mstep: Class 43 contains 43085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435360.000000 Penalty: 148555.890625
Iteration 180F: 44 clusters Score -1.964354e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 16411 members 
Mstep: Class 4 contains 48165 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 41125 members 
Mstep: Class 9 contains 47342 members 
Mstep: Class 10 contains 50423 members 
Mstep: Class 11 contains 47842 members 
Mstep: Class 12 contains 46463 members 
Mstep: Class 13 contains 46623 members 
Mstep: Class 14 contains 42486 members 
Mstep: Class 15 contains 45398 members 
Mstep: Class 16 contains 35914 members 
Mstep: Class 17 contains 19189 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7160 members 
Mstep: Class 22 contains 13398 members 
Mstep: Class 23 contains 44513 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 42237 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 46673 members 
Mstep: Class 28 contains 40057 members 
Mstep: Class 29 contains 40689 members 
Mstep: Class 30 contains 36463 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 35266 members 
Mstep: Class 33 contains 44120 members 
Mstep: Class 34 contains 43196 members 
Mstep: Class 35 contains 43175 members 
Mstep: Class 36 contains 7665 members 
Mstep: Class 37 contains 38519 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 44438 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435552.000000 Penalty: 148555.890625
Iteration 181Q: 44 clusters Score -1.964356e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 16422 members 
Mstep: Class 4 contains 48125 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 41119 members 
Mstep: Class 9 contains 47349 members 
Mstep: Class 10 contains 50428 members 
Mstep: Class 11 contains 47933 members 
Mstep: Class 12 contains 46613 members 
Mstep: Class 13 contains 46109 members 
Mstep: Class 14 contains 42414 members 
Mstep: Class 15 contains 45349 members 
Mstep: Class 16 contains 35923 members 
Mstep: Class 17 contains 19175 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 13403 members 
Mstep: Class 23 contains 44489 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 42124 members 
Mstep: Class 26 contains 8855 members 
Mstep: Class 27 contains 46671 members 
Mstep: Class 28 contains 40070 members 
Mstep: Class 29 contains 40659 members 
Mstep: Class 30 contains 37505 members 
Mstep: Class 31 contains 5703 members 
Mstep: Class 32 contains 35018 members 
Mstep: Class 33 contains 44048 members 
Mstep: Class 34 contains 43152 members 
Mstep: Class 35 contains 43169 members 
Mstep: Class 36 contains 7665 members 
Mstep: Class 37 contains 38519 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 44297 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435488.000000 Penalty: 148555.890625
Iteration 182Q: 44 clusters Score -1.964355e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 48070 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 41117 members 
Mstep: Class 9 contains 47368 members 
Mstep: Class 10 contains 50414 members 
Mstep: Class 11 contains 48029 members 
Mstep: Class 12 contains 46803 members 
Mstep: Class 13 contains 45642 members 
Mstep: Class 14 contains 42343 members 
Mstep: Class 15 contains 45318 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 3570 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7115 members 
Mstep: Class 22 contains 13405 members 
Mstep: Class 23 contains 44486 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 42014 members 
Mstep: Class 26 contains 8852 members 
Mstep: Class 27 contains 46669 members 
Mstep: Class 28 contains 40064 members 
Mstep: Class 29 contains 40648 members 
Mstep: Class 30 contains 38462 members 
Mstep: Class 31 contains 5723 members 
Mstep: Class 32 contains 34807 members 
Mstep: Class 33 contains 43947 members 
Mstep: Class 34 contains 43086 members 
Mstep: Class 35 contains 43188 members 
Mstep: Class 36 contains 7664 members 
Mstep: Class 37 contains 38511 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 44183 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435744.000000 Penalty: 148555.890625
Iteration 183Q: 44 clusters Score -1.964357e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15458 members 
Mstep: Class 3 contains 16434 members 
Mstep: Class 4 contains 48044 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6444 members 
Mstep: Class 8 contains 41111 members 
Mstep: Class 9 contains 47377 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 48169 members 
Mstep: Class 12 contains 46951 members 
Mstep: Class 13 contains 45172 members 
Mstep: Class 14 contains 42272 members 
Mstep: Class 15 contains 45301 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 19146 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7095 members 
Mstep: Class 22 contains 13404 members 
Mstep: Class 23 contains 44474 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41903 members 
Mstep: Class 26 contains 8850 members 
Mstep: Class 27 contains 46669 members 
Mstep: Class 28 contains 40045 members 
Mstep: Class 29 contains 40652 members 
Mstep: Class 30 contains 39344 members 
Mstep: Class 31 contains 5739 members 
Mstep: Class 32 contains 34656 members 
Mstep: Class 33 contains 43864 members 
Mstep: Class 34 contains 43024 members 
Mstep: Class 35 contains 43200 members 
Mstep: Class 36 contains 7672 members 
Mstep: Class 37 contains 38500 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1155 members 
Mstep: Class 40 contains 44046 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435712.000000 Penalty: 148555.890625
Iteration 184Q: 44 clusters Score -1.964357e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16344 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 41102 members 
Mstep: Class 9 contains 47348 members 
Mstep: Class 10 contains 50402 members 
Mstep: Class 11 contains 48270 members 
Mstep: Class 12 contains 47059 members 
Mstep: Class 13 contains 44727 members 
Mstep: Class 14 contains 42195 members 
Mstep: Class 15 contains 45294 members 
Mstep: Class 16 contains 35955 members 
Mstep: Class 17 contains 19134 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7079 members 
Mstep: Class 22 contains 13404 members 
Mstep: Class 23 contains 44460 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41787 members 
Mstep: Class 26 contains 8848 members 
Mstep: Class 27 contains 46671 members 
Mstep: Class 28 contains 40018 members 
Mstep: Class 29 contains 40675 members 
Mstep: Class 30 contains 40225 members 
Mstep: Class 31 contains 5750 members 
Mstep: Class 32 contains 34537 members 
Mstep: Class 33 contains 43780 members 
Mstep: Class 34 contains 42928 members 
Mstep: Class 35 contains 43223 members 
Mstep: Class 36 contains 7678 members 
Mstep: Class 37 contains 38498 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1154 members 
Mstep: Class 40 contains 43942 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435712.000000 Penalty: 148555.890625
Iteration 185Q: 44 clusters Score -1.964357e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15452 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 48024 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 41098 members 
Mstep: Class 9 contains 47346 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 48361 members 
Mstep: Class 12 contains 47189 members 
Mstep: Class 13 contains 44301 members 
Mstep: Class 14 contains 42119 members 
Mstep: Class 15 contains 45264 members 
Mstep: Class 16 contains 35968 members 
Mstep: Class 17 contains 19116 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 22 contains 13397 members 
Mstep: Class 23 contains 44443 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41660 members 
Mstep: Class 26 contains 8843 members 
Mstep: Class 27 contains 46670 members 
Mstep: Class 28 contains 39982 members 
Mstep: Class 29 contains 40695 members 
Mstep: Class 30 contains 41026 members 
Mstep: Class 31 contains 5762 members 
Mstep: Class 32 contains 34476 members 
Mstep: Class 33 contains 43700 members 
Mstep: Class 34 contains 42845 members 
Mstep: Class 35 contains 43245 members 
Mstep: Class 36 contains 7699 members 
Mstep: Class 37 contains 38494 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1153 members 
Mstep: Class 40 contains 43849 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435904.000000 Penalty: 148555.890625
Iteration 186Q: 44 clusters Score -1.964359e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 16442 members 
Mstep: Class 4 contains 48060 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 41093 members 
Mstep: Class 9 contains 47350 members 
Mstep: Class 10 contains 50407 members 
Mstep: Class 11 contains 48435 members 
Mstep: Class 12 contains 47322 members 
Mstep: Class 13 contains 43952 members 
Mstep: Class 14 contains 42008 members 
Mstep: Class 15 contains 45243 members 
Mstep: Class 16 contains 35974 members 
Mstep: Class 17 contains 19103 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 13389 members 
Mstep: Class 23 contains 44417 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41548 members 
Mstep: Class 26 contains 8843 members 
Mstep: Class 27 contains 46670 members 
Mstep: Class 28 contains 39932 members 
Mstep: Class 29 contains 40688 members 
Mstep: Class 30 contains 41737 members 
Mstep: Class 31 contains 5779 members 
Mstep: Class 32 contains 34445 members 
Mstep: Class 33 contains 43635 members 
Mstep: Class 34 contains 42771 members 
Mstep: Class 35 contains 43237 members 
Mstep: Class 36 contains 7714 members 
Mstep: Class 37 contains 38486 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1153 members 
Mstep: Class 40 contains 43754 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435984.000000 Penalty: 148555.890625
Iteration 187Q: 44 clusters Score -1.96436e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 16448 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 6386 members 
Mstep: Class 8 contains 41082 members 
Mstep: Class 9 contains 47369 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 48500 members 
Mstep: Class 12 contains 47450 members 
Mstep: Class 13 contains 43616 members 
Mstep: Class 14 contains 41901 members 
Mstep: Class 15 contains 45212 members 
Mstep: Class 16 contains 35966 members 
Mstep: Class 17 contains 19080 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 7012 members 
Mstep: Class 22 contains 13384 members 
Mstep: Class 23 contains 44415 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41448 members 
Mstep: Class 26 contains 8836 members 
Mstep: Class 27 contains 46670 members 
Mstep: Class 28 contains 39853 members 
Mstep: Class 29 contains 40677 members 
Mstep: Class 30 contains 42386 members 
Mstep: Class 31 contains 5800 members 
Mstep: Class 32 contains 34455 members 
Mstep: Class 33 contains 43592 members 
Mstep: Class 34 contains 42716 members 
Mstep: Class 35 contains 43232 members 
Mstep: Class 36 contains 7732 members 
Mstep: Class 37 contains 38481 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1152 members 
Mstep: Class 40 contains 43704 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436032.000000 Penalty: 148555.890625
Iteration 188Q: 44 clusters Score -1.96436e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 16448 members 
Mstep: Class 4 contains 48056 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 41064 members 
Mstep: Class 9 contains 47390 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 48590 members 
Mstep: Class 12 contains 47541 members 
Mstep: Class 13 contains 43255 members 
Mstep: Class 14 contains 41804 members 
Mstep: Class 15 contains 45163 members 
Mstep: Class 16 contains 35962 members 
Mstep: Class 17 contains 19061 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6988 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 44411 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41356 members 
Mstep: Class 26 contains 8835 members 
Mstep: Class 27 contains 46673 members 
Mstep: Class 28 contains 39811 members 
Mstep: Class 29 contains 40659 members 
Mstep: Class 30 contains 42997 members 
Mstep: Class 31 contains 5813 members 
Mstep: Class 32 contains 34501 members 
Mstep: Class 33 contains 43553 members 
Mstep: Class 34 contains 42668 members 
Mstep: Class 35 contains 43226 members 
Mstep: Class 36 contains 7756 members 
Mstep: Class 37 contains 38473 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1151 members 
Mstep: Class 40 contains 43658 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436576.000000 Penalty: 148555.890625
Iteration 189Q: 44 clusters Score -1.964366e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 16460 members 
Mstep: Class 4 contains 48060 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 41055 members 
Mstep: Class 9 contains 47415 members 
Mstep: Class 10 contains 50380 members 
Mstep: Class 11 contains 48633 members 
Mstep: Class 12 contains 47631 members 
Mstep: Class 13 contains 42891 members 
Mstep: Class 14 contains 41716 members 
Mstep: Class 15 contains 45124 members 
Mstep: Class 16 contains 35956 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 13379 members 
Mstep: Class 23 contains 44423 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41295 members 
Mstep: Class 26 contains 8844 members 
Mstep: Class 27 contains 46672 members 
Mstep: Class 28 contains 39765 members 
Mstep: Class 29 contains 40673 members 
Mstep: Class 30 contains 43558 members 
Mstep: Class 31 contains 5826 members 
Mstep: Class 32 contains 34576 members 
Mstep: Class 33 contains 43484 members 
Mstep: Class 34 contains 42609 members 
Mstep: Class 35 contains 43225 members 
Mstep: Class 36 contains 7760 members 
Mstep: Class 37 contains 38467 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1150 members 
Mstep: Class 40 contains 43602 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436064.000000 Penalty: 148555.890625
Iteration 190Q: 44 clusters Score -1.964361e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 16464 members 
Mstep: Class 4 contains 48041 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 16364 members 
Mstep: Class 7 contains 6318 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 47425 members 
Mstep: Class 10 contains 50361 members 
Mstep: Class 11 contains 48626 members 
Mstep: Class 12 contains 47666 members 
Mstep: Class 13 contains 42651 members 
Mstep: Class 14 contains 41634 members 
Mstep: Class 15 contains 45091 members 
Mstep: Class 16 contains 35952 members 
Mstep: Class 17 contains 19031 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6945 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 44443 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41229 members 
Mstep: Class 26 contains 8843 members 
Mstep: Class 27 contains 46673 members 
Mstep: Class 28 contains 39738 members 
Mstep: Class 29 contains 40665 members 
Mstep: Class 30 contains 44054 members 
Mstep: Class 31 contains 5828 members 
Mstep: Class 32 contains 34672 members 
Mstep: Class 33 contains 43422 members 
Mstep: Class 34 contains 42598 members 
Mstep: Class 35 contains 43225 members 
Mstep: Class 36 contains 7768 members 
Mstep: Class 37 contains 38469 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 43559 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436272.000000 Penalty: 148555.890625
Iteration 191Q: 44 clusters Score -1.964363e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 48024 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 16368 members 
Mstep: Class 7 contains 6304 members 
Mstep: Class 8 contains 41035 members 
Mstep: Class 9 contains 47417 members 
Mstep: Class 10 contains 50344 members 
Mstep: Class 11 contains 48589 members 
Mstep: Class 12 contains 47706 members 
Mstep: Class 13 contains 42515 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 45061 members 
Mstep: Class 16 contains 35954 members 
Mstep: Class 17 contains 19017 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6931 members 
Mstep: Class 22 contains 13380 members 
Mstep: Class 23 contains 44473 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41155 members 
Mstep: Class 26 contains 8839 members 
Mstep: Class 27 contains 46672 members 
Mstep: Class 28 contains 39709 members 
Mstep: Class 29 contains 40660 members 
Mstep: Class 30 contains 44467 members 
Mstep: Class 31 contains 5834 members 
Mstep: Class 32 contains 34760 members 
Mstep: Class 33 contains 43405 members 
Mstep: Class 34 contains 42579 members 
Mstep: Class 35 contains 43213 members 
Mstep: Class 36 contains 7771 members 
Mstep: Class 37 contains 38475 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43511 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436576.000000 Penalty: 148555.890625
Iteration 192Q: 44 clusters Score -1.964366e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 48011 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16371 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 41026 members 
Mstep: Class 9 contains 47419 members 
Mstep: Class 10 contains 50337 members 
Mstep: Class 11 contains 48442 members 
Mstep: Class 12 contains 47749 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 41470 members 
Mstep: Class 15 contains 45011 members 
Mstep: Class 16 contains 35952 members 
Mstep: Class 17 contains 19006 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6919 members 
Mstep: Class 22 contains 13387 members 
Mstep: Class 23 contains 44491 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41103 members 
Mstep: Class 26 contains 8834 members 
Mstep: Class 27 contains 46667 members 
Mstep: Class 28 contains 39676 members 
Mstep: Class 29 contains 40674 members 
Mstep: Class 30 contains 44837 members 
Mstep: Class 31 contains 5842 members 
Mstep: Class 32 contains 34834 members 
Mstep: Class 33 contains 43396 members 
Mstep: Class 34 contains 42564 members 
Mstep: Class 35 contains 43215 members 
Mstep: Class 36 contains 7776 members 
Mstep: Class 37 contains 38482 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1147 members 
Mstep: Class 40 contains 43471 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436816.000000 Penalty: 148555.890625
Iteration 193Q: 44 clusters Score -1.964368e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 16466 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 16375 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 41023 members 
Mstep: Class 9 contains 47415 members 
Mstep: Class 10 contains 50327 members 
Mstep: Class 11 contains 48252 members 
Mstep: Class 12 contains 47797 members 
Mstep: Class 13 contains 42515 members 
Mstep: Class 14 contains 41404 members 
Mstep: Class 15 contains 44979 members 
Mstep: Class 16 contains 35949 members 
Mstep: Class 17 contains 18998 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6909 members 
Mstep: Class 22 contains 13390 members 
Mstep: Class 23 contains 44506 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 41034 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 46663 members 
Mstep: Class 28 contains 39645 members 
Mstep: Class 29 contains 40704 members 
Mstep: Class 30 contains 45136 members 
Mstep: Class 31 contains 5853 members 
Mstep: Class 32 contains 34915 members 
Mstep: Class 33 contains 43404 members 
Mstep: Class 34 contains 42522 members 
Mstep: Class 35 contains 43220 members 
Mstep: Class 36 contains 7785 members 
Mstep: Class 37 contains 38485 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1148 members 
Mstep: Class 40 contains 43432 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436656.000000 Penalty: 148555.890625
Iteration 194Q: 44 clusters Score -1.964367e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 16468 members 
Mstep: Class 4 contains 47977 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 16379 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 41018 members 
Mstep: Class 9 contains 47420 members 
Mstep: Class 10 contains 50319 members 
Mstep: Class 11 contains 48067 members 
Mstep: Class 12 contains 47857 members 
Mstep: Class 13 contains 42616 members 
Mstep: Class 14 contains 41350 members 
Mstep: Class 15 contains 44946 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18984 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 13392 members 
Mstep: Class 23 contains 44520 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 8816 members 
Mstep: Class 27 contains 46658 members 
Mstep: Class 28 contains 39627 members 
Mstep: Class 29 contains 40687 members 
Mstep: Class 30 contains 45350 members 
Mstep: Class 31 contains 5866 members 
Mstep: Class 32 contains 34995 members 
Mstep: Class 33 contains 43403 members 
Mstep: Class 34 contains 42489 members 
Mstep: Class 35 contains 43234 members 
Mstep: Class 36 contains 7794 members 
Mstep: Class 37 contains 38482 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1148 members 
Mstep: Class 40 contains 43396 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436528.000000 Penalty: 148555.890625
Iteration 195Q: 44 clusters Score -1.964365e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 47978 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 16376 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 41018 members 
Mstep: Class 9 contains 47394 members 
Mstep: Class 10 contains 50308 members 
Mstep: Class 11 contains 47866 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 42771 members 
Mstep: Class 14 contains 41271 members 
Mstep: Class 15 contains 44938 members 
Mstep: Class 16 contains 35931 members 
Mstep: Class 17 contains 18970 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 13394 members 
Mstep: Class 23 contains 44558 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40909 members 
Mstep: Class 26 contains 8808 members 
Mstep: Class 27 contains 46655 members 
Mstep: Class 28 contains 39609 members 
Mstep: Class 29 contains 40661 members 
Mstep: Class 30 contains 45575 members 
Mstep: Class 31 contains 5881 members 
Mstep: Class 32 contains 35073 members 
Mstep: Class 33 contains 43370 members 
Mstep: Class 34 contains 42458 members 
Mstep: Class 35 contains 43257 members 
Mstep: Class 36 contains 7802 members 
Mstep: Class 37 contains 38479 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1148 members 
Mstep: Class 40 contains 43354 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436704.000000 Penalty: 148555.890625
Iteration 196Q: 44 clusters Score -1.964367e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 16457 members 
Mstep: Class 4 contains 47968 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16374 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 41000 members 
Mstep: Class 9 contains 47367 members 
Mstep: Class 10 contains 50311 members 
Mstep: Class 11 contains 47661 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 42957 members 
Mstep: Class 14 contains 41200 members 
Mstep: Class 15 contains 44935 members 
Mstep: Class 16 contains 35919 members 
Mstep: Class 17 contains 18959 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6857 members 
Mstep: Class 22 contains 13391 members 
Mstep: Class 23 contains 44583 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40838 members 
Mstep: Class 26 contains 8801 members 
Mstep: Class 27 contains 46656 members 
Mstep: Class 28 contains 39596 members 
Mstep: Class 29 contains 40658 members 
Mstep: Class 30 contains 45789 members 
Mstep: Class 31 contains 5893 members 
Mstep: Class 32 contains 35153 members 
Mstep: Class 33 contains 43353 members 
Mstep: Class 34 contains 42422 members 
Mstep: Class 35 contains 43258 members 
Mstep: Class 36 contains 7809 members 
Mstep: Class 37 contains 38485 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1147 members 
Mstep: Class 40 contains 43336 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436672.000000 Penalty: 148555.890625
Iteration 197Q: 44 clusters Score -1.964367e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 47957 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16373 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 40980 members 
Mstep: Class 9 contains 47356 members 
Mstep: Class 10 contains 50320 members 
Mstep: Class 11 contains 47400 members 
Mstep: Class 12 contains 47968 members 
Mstep: Class 13 contains 43205 members 
Mstep: Class 14 contains 41134 members 
Mstep: Class 15 contains 44903 members 
Mstep: Class 16 contains 35922 members 
Mstep: Class 17 contains 18948 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6846 members 
Mstep: Class 22 contains 13388 members 
Mstep: Class 23 contains 44590 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40774 members 
Mstep: Class 26 contains 8796 members 
Mstep: Class 27 contains 46654 members 
Mstep: Class 28 contains 39590 members 
Mstep: Class 29 contains 40667 members 
Mstep: Class 30 contains 45970 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 35238 members 
Mstep: Class 33 contains 43305 members 
Mstep: Class 34 contains 42423 members 
Mstep: Class 35 contains 43249 members 
Mstep: Class 36 contains 7818 members 
Mstep: Class 37 contains 38483 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43307 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436800.000000 Penalty: 148555.890625
Iteration 198Q: 44 clusters Score -1.964368e+08 nChanged 2319
Entering ConstructFrom: 
Score: -196436800.000000 Penalty: 148555.890625
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 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 424 members 
Entering Unmasked Estep 
Score: -99963.132812 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -99963.13 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100440.281250 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100440.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100626.734375 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100626.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100736.093750 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -100736.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100817.648438 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -100817.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100885.609375 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -100885.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100946.195312 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -100946.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100968.414062 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -100968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100982.101562 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -100982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101002.000000 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101042.976562 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101095.710938 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101125.906250 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -101125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101143.953125 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -101144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101159.070312 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -101159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101176.671875 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -101176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101185.843750 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -101185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101193.554688 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -101193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101194.773438 Penalty: 3341.535645
	Iteration 18F: 3 clusters Score -101194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101198.695312 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -101198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101209.289062 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -101209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101212.046875 Penalty: 3341.535645
	Iteration 21Q: 3 clusters Score -101212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101216.632812 Penalty: 3341.535645
	Iteration 22Q: 3 clusters Score -101216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101219.117188 Penalty: 3341.535645
	Iteration 23Q: 3 clusters Score -101219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101219.117188 Penalty: 3341.535645
	Iteration 24F: 3 clusters Score -101219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Entering Unmasked Estep 
Score: -2740185.500000 Penalty: 2392.002197
	Iteration 0F: 2 clusters Score -2740186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2729019.750000 Penalty: 4784.004395
	Iteration 0F: 3 clusters Score -2729020 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2732640.500000 Penalty: 4784.004395
	Iteration 1F: 3 clusters Score -2732640 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2733090.250000 Penalty: 4784.004395
	Iteration 2F: 3 clusters Score -2733090 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2733471.000000 Penalty: 4784.004395
	Iteration 3F: 3 clusters Score -2733471 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2733810.500000 Penalty: 4784.004395
	Iteration 4F: 3 clusters Score -2733810 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2734136.750000 Penalty: 4784.004395
	Iteration 5Q: 3 clusters Score -2734137 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2734478.750000 Penalty: 4784.004395
	Iteration 6Q: 3 clusters Score -2734479 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2734886.000000 Penalty: 4784.004395
	Iteration 7Q: 3 clusters Score -2734886 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2735321.000000 Penalty: 4784.004395
	Iteration 8Q: 3 clusters Score -2735321 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2735802.000000 Penalty: 4784.004395
	Iteration 9Q: 3 clusters Score -2735802 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2736263.500000 Penalty: 4784.004395
	Iteration 10Q: 3 clusters Score -2736264 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2736691.750000 Penalty: 4784.004395
	Iteration 11Q: 3 clusters Score -2736692 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2737014.250000 Penalty: 4784.004395
	Iteration 12Q: 3 clusters Score -2737014 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2737301.500000 Penalty: 4784.004395
	Iteration 13Q: 3 clusters Score -2737302 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2737531.500000 Penalty: 4784.004395
	Iteration 14Q: 3 clusters Score -2737532 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2737735.500000 Penalty: 4784.004395
	Iteration 15Q: 3 clusters Score -2737736 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2737896.250000 Penalty: 4784.004395
	Iteration 16Q: 3 clusters Score -2737896 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2738038.750000 Penalty: 4784.004395
	Iteration 17Q: 3 clusters Score -2738039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2738117.250000 Penalty: 4784.004395
	Iteration 18Q: 3 clusters Score -2738117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2738173.750000 Penalty: 4784.004395
	Iteration 19Q: 3 clusters Score -2738174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2738215.500000 Penalty: 4784.004395
	Iteration 20F: 3 clusters Score -2738216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2738240.500000 Penalty: 4784.004395
	Iteration 21Q: 3 clusters Score -2738240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2738254.000000 Penalty: 4784.004395
	Iteration 22Q: 3 clusters Score -2738254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2738265.250000 Penalty: 4784.004395
	Iteration 23Q: 3 clusters Score -2738265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2738273.750000 Penalty: 4784.004395
	Iteration 24Q: 3 clusters Score -2738274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2738278.500000 Penalty: 4784.004395
	Iteration 25Q: 3 clusters Score -2738278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2738285.000000 Penalty: 4784.004395
	Iteration 26Q: 3 clusters Score -2738285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2738288.500000 Penalty: 4784.004395
	Iteration 27Q: 3 clusters Score -2738288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2738296.250000 Penalty: 4784.004395
	Iteration 28Q: 3 clusters Score -2738296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2738304.000000 Penalty: 4784.004395
	Iteration 29Q: 3 clusters Score -2738304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2738307.750000 Penalty: 4784.004395
	Iteration 30Q: 3 clusters Score -2738308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2738312.500000 Penalty: 4784.004395
	Iteration 31Q: 3 clusters Score -2738312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2738313.000000 Penalty: 4784.004395
	Iteration 32Q: 3 clusters Score -2738313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2738314.000000 Penalty: 4784.004395
	Iteration 33Q: 3 clusters Score -2738314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2738313.000000 Penalty: 4784.004395
	Iteration 34Q: 3 clusters Score -2738313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2738315.750000 Penalty: 4784.004395
	Iteration 35Q: 3 clusters Score -2738316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2738318.000000 Penalty: 4784.004395
	Iteration 36Q: 3 clusters Score -2738318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2738318.000000 Penalty: 4784.004395
	Iteration 37Q: 3 clusters Score -2738318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2738317.500000 Penalty: 4784.004395
	Iteration 38Q: 3 clusters Score -2738318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2738324.000000 Penalty: 4784.004395
	Iteration 39Q: 3 clusters Score -2738324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2738330.000000 Penalty: 4784.004395
	Iteration 40F: 3 clusters Score -2738330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2738330.250000 Penalty: 4784.004395
	Iteration 41Q: 3 clusters Score -2738330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2738338.250000 Penalty: 4784.004395
	Iteration 42Q: 3 clusters Score -2738338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2738343.500000 Penalty: 4784.004395
	Iteration 43Q: 3 clusters Score -2738344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2738347.250000 Penalty: 4784.004395
	Iteration 44Q: 3 clusters Score -2738347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2738348.750000 Penalty: 4784.004395
	Iteration 45Q: 3 clusters Score -2738349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2738349.750000 Penalty: 4784.004395
	Iteration 46Q: 3 clusters Score -2738350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2738349.750000 Penalty: 4784.004395
	Iteration 47Q: 3 clusters Score -2738350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2738349.750000 Penalty: 4784.004395
	Iteration 48F: 3 clusters Score -2738350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Entering Unmasked Estep 
Score: -2892745.000000 Penalty: 2407.619141
	Iteration 0F: 2 clusters Score -2892745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2881050.250000 Penalty: 4815.238281
	Iteration 0F: 3 clusters Score -2881050 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2884890.750000 Penalty: 4815.238281
	Iteration 1F: 3 clusters Score -2884891 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2885339.750000 Penalty: 4815.238281
	Iteration 2F: 3 clusters Score -2885340 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2885772.000000 Penalty: 4815.238281
	Iteration 3F: 3 clusters Score -2885772 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2886256.500000 Penalty: 4815.238281
	Iteration 4F: 3 clusters Score -2886256 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2886805.500000 Penalty: 4815.238281
	Iteration 5F: 3 clusters Score -2886806 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2887418.750000 Penalty: 4815.238281
	Iteration 6F: 3 clusters Score -2887419 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2887980.500000 Penalty: 4815.238281
	Iteration 7F: 3 clusters Score -2887980 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2888539.000000 Penalty: 4815.238281
	Iteration 8F: 3 clusters Score -2888539 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2889014.250000 Penalty: 4815.238281
	Iteration 9Q: 3 clusters Score -2889014 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2889426.500000 Penalty: 4815.238281
	Iteration 10Q: 3 clusters Score -2889426 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2889708.750000 Penalty: 4815.238281
	Iteration 11Q: 3 clusters Score -2889709 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2889905.250000 Penalty: 4815.238281
	Iteration 12Q: 3 clusters Score -2889905 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2890060.750000 Penalty: 4815.238281
	Iteration 13Q: 3 clusters Score -2890061 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2890178.500000 Penalty: 4815.238281
	Iteration 14Q: 3 clusters Score -2890178 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2890262.500000 Penalty: 4815.238281
	Iteration 15Q: 3 clusters Score -2890262 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2890350.000000 Penalty: 4815.238281
	Iteration 16Q: 3 clusters Score -2890350 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2890424.000000 Penalty: 4815.238281
	Iteration 17Q: 3 clusters Score -2890424 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2890497.500000 Penalty: 4815.238281
	Iteration 18Q: 3 clusters Score -2890498 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2890555.750000 Penalty: 4815.238281
	Iteration 19Q: 3 clusters Score -2890556 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2890616.000000 Penalty: 4815.238281
	Iteration 20F: 3 clusters Score -2890616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2890666.500000 Penalty: 4815.238281
	Iteration 21Q: 3 clusters Score -2890666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2890744.000000 Penalty: 4815.238281
	Iteration 22Q: 3 clusters Score -2890744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2890792.000000 Penalty: 4815.238281
	Iteration 23Q: 3 clusters Score -2890792 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2890874.250000 Penalty: 4815.238281
	Iteration 24Q: 3 clusters Score -2890874 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2890954.000000 Penalty: 4815.238281
	Iteration 25Q: 3 clusters Score -2890954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2891035.500000 Penalty: 4815.238281
	Iteration 26Q: 3 clusters Score -2891036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2891110.000000 Penalty: 4815.238281
	Iteration 27Q: 3 clusters Score -2891110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2891174.250000 Penalty: 4815.238281
	Iteration 28Q: 3 clusters Score -2891174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2891238.000000 Penalty: 4815.238281
	Iteration 29Q: 3 clusters Score -2891238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2891281.000000 Penalty: 4815.238281
	Iteration 30Q: 3 clusters Score -2891281 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2891308.250000 Penalty: 4815.238281
	Iteration 31Q: 3 clusters Score -2891308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2891317.000000 Penalty: 4815.238281
	Iteration 32Q: 3 clusters Score -2891317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2891333.250000 Penalty: 4815.238281
	Iteration 33Q: 3 clusters Score -2891333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2891346.750000 Penalty: 4815.238281
	Iteration 34Q: 3 clusters Score -2891347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2891355.250000 Penalty: 4815.238281
	Iteration 35Q: 3 clusters Score -2891355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2891354.500000 Penalty: 4815.238281
	Iteration 36Q: 3 clusters Score -2891354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2891353.500000 Penalty: 4815.238281
	Iteration 37Q: 3 clusters Score -2891354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2891360.500000 Penalty: 4815.238281
	Iteration 38Q: 3 clusters Score -2891360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2891363.750000 Penalty: 4815.238281
	Iteration 39Q: 3 clusters Score -2891364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2891359.000000 Penalty: 4815.238281
	Iteration 40F: 3 clusters Score -2891359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2891364.250000 Penalty: 4815.238281
	Iteration 41Q: 3 clusters Score -2891364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2891363.500000 Penalty: 4815.238281
	Iteration 42Q: 3 clusters Score -2891364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2891371.500000 Penalty: 4815.238281
	Iteration 43Q: 3 clusters Score -2891372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2891369.250000 Penalty: 4815.238281
	Iteration 44Q: 3 clusters Score -2891369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2891371.500000 Penalty: 4815.238281
	Iteration 45Q: 3 clusters Score -2891372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2891375.500000 Penalty: 4815.238281
	Iteration 46Q: 3 clusters Score -2891376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2891376.750000 Penalty: 4815.238281
	Iteration 47Q: 3 clusters Score -2891377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2891375.000000 Penalty: 4815.238281
	Iteration 48Q: 3 clusters Score -2891375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2891375.500000 Penalty: 4815.238281
	Iteration 49Q: 3 clusters Score -2891376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2891376.750000 Penalty: 4815.238281
	Iteration 50Q: 3 clusters Score -2891377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2891375.750000 Penalty: 4815.238281
	Iteration 51Q: 3 clusters Score -2891376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2891375.750000 Penalty: 4815.238281
	Iteration 52F: 3 clusters Score -2891376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Entering Unmasked Estep 
Score: -8649533.000000 Penalty: 2672.788086
	Iteration 0F: 2 clusters Score -8649533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -8619389.000000 Penalty: 5345.576172
	Iteration 0F: 3 clusters Score -8619389 nChanged 22011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8631792.000000 Penalty: 5345.576172
	Iteration 1F: 3 clusters Score -8631792 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -8632266.000000 Penalty: 5345.576172
	Iteration 2Q: 3 clusters Score -8632266 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -8632652.000000 Penalty: 5345.576172
	Iteration 3Q: 3 clusters Score -8632652 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -8633169.000000 Penalty: 5345.576172
	Iteration 4Q: 3 clusters Score -8633169 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -8633724.000000 Penalty: 5345.576172
	Iteration 5Q: 3 clusters Score -8633724 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -8634491.000000 Penalty: 5345.576172
	Iteration 6Q: 3 clusters Score -8634491 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -8635812.000000 Penalty: 5345.576172
	Iteration 7F: 3 clusters Score -8635812 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -8637822.000000 Penalty: 5345.576172
	Iteration 8F: 3 clusters Score -8637822 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -8640786.000000 Penalty: 5345.576172
	Iteration 9F: 3 clusters Score -8640786 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -8643722.000000 Penalty: 5345.576172
	Iteration 10F: 3 clusters Score -8643722 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8645525.000000 Penalty: 5345.576172
	Iteration 11F: 3 clusters Score -8645525 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -8646583.000000 Penalty: 5345.576172
	Iteration 12Q: 3 clusters Score -8646583 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -8646922.000000 Penalty: 5345.576172
	Iteration 13Q: 3 clusters Score -8646922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -8647075.000000 Penalty: 5345.576172
	Iteration 14Q: 3 clusters Score -8647075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -8647110.000000 Penalty: 5345.576172
	Iteration 15Q: 3 clusters Score -8647110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -8647157.000000 Penalty: 5345.576172
	Iteration 16Q: 3 clusters Score -8647157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -8647177.000000 Penalty: 5345.576172
	Iteration 17Q: 3 clusters Score -8647177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -8647183.000000 Penalty: 5345.576172
	Iteration 18Q: 3 clusters Score -8647183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -8647184.000000 Penalty: 5345.576172
	Iteration 19Q: 3 clusters Score -8647184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -8647190.000000 Penalty: 5345.576172
	Iteration 20F: 3 clusters Score -8647190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8647200.000000 Penalty: 5345.576172
	Iteration 21Q: 3 clusters Score -8647200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -8647208.000000 Penalty: 5345.576172
	Iteration 22Q: 3 clusters Score -8647208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -8647225.000000 Penalty: 5345.576172
	Iteration 23Q: 3 clusters Score -8647225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -8647224.000000 Penalty: 5345.576172
	Iteration 24Q: 3 clusters Score -8647224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -8647234.000000 Penalty: 5345.576172
	Iteration 25Q: 3 clusters Score -8647234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -8647239.000000 Penalty: 5345.576172
	Iteration 26Q: 3 clusters Score -8647239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -8647239.000000 Penalty: 5345.576172
	Iteration 27F: 3 clusters Score -8647239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -399702.250000 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -399702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -396869.531250 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -396869.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -397762.375000 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -397762.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -398366.718750 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -398366.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -399030.343750 Penalty: 3872.928223
	Iteration 3F: 3 clusters Score -399030.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -399428.343750 Penalty: 3872.928223
	Iteration 4F: 3 clusters Score -399428.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -399642.593750 Penalty: 3872.928223
	Iteration 5F: 3 clusters Score -399642.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -399766.468750 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -399766.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -399847.218750 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -399847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -399873.218750 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -399873.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -399895.937500 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -399895.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -399948.656250 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -399948.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -400014.562500 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -400014.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -400059.093750 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -400059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -400089.937500 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -400089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -400106.531250 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -400106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -400114.781250 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -400114.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -400122.000000 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -400122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400127.093750 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -400127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -400129.625000 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -400129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -400132.500000 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -400132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -400134.500000 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -400134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -400135.000000 Penalty: 3872.928223
	Iteration 21Q: 3 clusters Score -400135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -400135.000000 Penalty: 3872.928223
	Iteration 22F: 3 clusters Score -400135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 47924 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 6285 members 
Mstep: Class 8 contains 40973 members 
Mstep: Class 9 contains 47360 members 
Mstep: Class 10 contains 50329 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 48003 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 41065 members 
Mstep: Class 15 contains 44885 members 
Mstep: Class 16 contains 35920 members 
Mstep: Class 17 contains 18927 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 13391 members 
Mstep: Class 23 contains 44573 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40712 members 
Mstep: Class 26 contains 8800 members 
Mstep: Class 27 contains 46650 members 
Mstep: Class 28 contains 39574 members 
Mstep: Class 29 contains 40662 members 
Mstep: Class 30 contains 46125 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 35302 members 
Mstep: Class 33 contains 43272 members 
Mstep: Class 34 contains 42421 members 
Mstep: Class 35 contains 43233 members 
Mstep: Class 36 contains 7830 members 
Mstep: Class 37 contains 38489 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43291 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43280 members 
Mstep: Class 44 contains 1760 members 
Entering Unmasked Estep 
Score: -196435440.000000 Penalty: 152010.671875
Splitting cluster 5 changes total score from -196436800.000000 to -196435440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Entering Unmasked Estep 
Score: -2882187.000000 Penalty: 2406.334229
	Iteration 0F: 2 clusters Score -2882187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2870539.500000 Penalty: 4812.668457
	Iteration 0F: 3 clusters Score -2870540 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2874426.750000 Penalty: 4812.668457
	Iteration 1F: 3 clusters Score -2874427 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2874908.750000 Penalty: 4812.668457
	Iteration 2F: 3 clusters Score -2874909 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2875354.000000 Penalty: 4812.668457
	Iteration 3F: 3 clusters Score -2875354 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2875783.750000 Penalty: 4812.668457
	Iteration 4F: 3 clusters Score -2875784 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2876171.750000 Penalty: 4812.668457
	Iteration 5F: 3 clusters Score -2876172 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2876589.250000 Penalty: 4812.668457
	Iteration 6Q: 3 clusters Score -2876589 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2877026.000000 Penalty: 4812.668457
	Iteration 7Q: 3 clusters Score -2877026 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2877469.750000 Penalty: 4812.668457
	Iteration 8Q: 3 clusters Score -2877470 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2877861.250000 Penalty: 4812.668457
	Iteration 9Q: 3 clusters Score -2877861 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2878196.750000 Penalty: 4812.668457
	Iteration 10Q: 3 clusters Score -2878197 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2878516.000000 Penalty: 4812.668457
	Iteration 11Q: 3 clusters Score -2878516 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2878799.500000 Penalty: 4812.668457
	Iteration 12Q: 3 clusters Score -2878800 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2879024.000000 Penalty: 4812.668457
	Iteration 13Q: 3 clusters Score -2879024 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2879208.000000 Penalty: 4812.668457
	Iteration 14Q: 3 clusters Score -2879208 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2879336.000000 Penalty: 4812.668457
	Iteration 15Q: 3 clusters Score -2879336 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2879452.250000 Penalty: 4812.668457
	Iteration 16Q: 3 clusters Score -2879452 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2879554.750000 Penalty: 4812.668457
	Iteration 17Q: 3 clusters Score -2879555 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2879651.750000 Penalty: 4812.668457
	Iteration 18Q: 3 clusters Score -2879652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2879752.750000 Penalty: 4812.668457
	Iteration 19Q: 3 clusters Score -2879753 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2879848.750000 Penalty: 4812.668457
	Iteration 20F: 3 clusters Score -2879849 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2879933.500000 Penalty: 4812.668457
	Iteration 21Q: 3 clusters Score -2879934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2880014.500000 Penalty: 4812.668457
	Iteration 22Q: 3 clusters Score -2880014 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2880104.000000 Penalty: 4812.668457
	Iteration 23Q: 3 clusters Score -2880104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2880182.000000 Penalty: 4812.668457
	Iteration 24Q: 3 clusters Score -2880182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2880236.250000 Penalty: 4812.668457
	Iteration 25Q: 3 clusters Score -2880236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2880285.500000 Penalty: 4812.668457
	Iteration 26Q: 3 clusters Score -2880286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2880337.750000 Penalty: 4812.668457
	Iteration 27Q: 3 clusters Score -2880338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2880388.500000 Penalty: 4812.668457
	Iteration 28Q: 3 clusters Score -2880388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2880431.000000 Penalty: 4812.668457
	Iteration 29Q: 3 clusters Score -2880431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2880457.000000 Penalty: 4812.668457
	Iteration 30Q: 3 clusters Score -2880457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2880494.250000 Penalty: 4812.668457
	Iteration 31Q: 3 clusters Score -2880494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2880517.000000 Penalty: 4812.668457
	Iteration 32Q: 3 clusters Score -2880517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2880529.500000 Penalty: 4812.668457
	Iteration 33Q: 3 clusters Score -2880530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2880541.250000 Penalty: 4812.668457
	Iteration 34Q: 3 clusters Score -2880541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2880549.000000 Penalty: 4812.668457
	Iteration 35Q: 3 clusters Score -2880549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2880558.250000 Penalty: 4812.668457
	Iteration 36Q: 3 clusters Score -2880558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2880566.250000 Penalty: 4812.668457
	Iteration 37Q: 3 clusters Score -2880566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2880573.000000 Penalty: 4812.668457
	Iteration 38Q: 3 clusters Score -2880573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2880578.000000 Penalty: 4812.668457
	Iteration 39Q: 3 clusters Score -2880578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2880586.750000 Penalty: 4812.668457
	Iteration 40F: 3 clusters Score -2880587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2880591.250000 Penalty: 4812.668457
	Iteration 41Q: 3 clusters Score -2880591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2880596.000000 Penalty: 4812.668457
	Iteration 42Q: 3 clusters Score -2880596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2880604.500000 Penalty: 4812.668457
	Iteration 43Q: 3 clusters Score -2880604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2880611.000000 Penalty: 4812.668457
	Iteration 44Q: 3 clusters Score -2880611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2880616.000000 Penalty: 4812.668457
	Iteration 45Q: 3 clusters Score -2880616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2880611.500000 Penalty: 4812.668457
	Iteration 46Q: 3 clusters Score -2880612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2880617.000000 Penalty: 4812.668457
	Iteration 47Q: 3 clusters Score -2880617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2880622.250000 Penalty: 4812.668457
	Iteration 48Q: 3 clusters Score -2880622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2880619.500000 Penalty: 4812.668457
	Iteration 49Q: 3 clusters Score -2880620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2880621.750000 Penalty: 4812.668457
	Iteration 50Q: 3 clusters Score -2880622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2880619.500000 Penalty: 4812.668457
	Iteration 51Q: 3 clusters Score -2880620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2880619.500000 Penalty: 4812.668457
	Iteration 52F: 3 clusters Score -2880620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -1083047.625000 Penalty: 2168.988525
	Iteration 0F: 2 clusters Score -1083048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1077734.000000 Penalty: 4337.977051
	Iteration 0F: 3 clusters Score -1077734 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1079160.000000 Penalty: 4337.977051
	Iteration 1F: 3 clusters Score -1079160 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1079544.875000 Penalty: 4337.977051
	Iteration 2F: 3 clusters Score -1079545 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1079944.000000 Penalty: 4337.977051
	Iteration 3F: 3 clusters Score -1079944 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1080363.375000 Penalty: 4337.977051
	Iteration 4F: 3 clusters Score -1080363 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1080798.000000 Penalty: 4337.977051
	Iteration 5F: 3 clusters Score -1080798 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1081251.625000 Penalty: 4337.977051
	Iteration 6F: 3 clusters Score -1081252 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1081658.625000 Penalty: 4337.977051
	Iteration 7F: 3 clusters Score -1081659 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1081910.625000 Penalty: 4337.977051
	Iteration 8Q: 3 clusters Score -1081911 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1082079.125000 Penalty: 4337.977051
	Iteration 9Q: 3 clusters Score -1082079 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1082195.875000 Penalty: 4337.977051
	Iteration 10Q: 3 clusters Score -1082196 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1082292.750000 Penalty: 4337.977051
	Iteration 11Q: 3 clusters Score -1082293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1082348.500000 Penalty: 4337.977051
	Iteration 12Q: 3 clusters Score -1082348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1082376.375000 Penalty: 4337.977051
	Iteration 13Q: 3 clusters Score -1082376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1082396.125000 Penalty: 4337.977051
	Iteration 14Q: 3 clusters Score -1082396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1082407.250000 Penalty: 4337.977051
	Iteration 15Q: 3 clusters Score -1082407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1082417.625000 Penalty: 4337.977051
	Iteration 16Q: 3 clusters Score -1082418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1082429.875000 Penalty: 4337.977051
	Iteration 17Q: 3 clusters Score -1082430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1082439.625000 Penalty: 4337.977051
	Iteration 18Q: 3 clusters Score -1082440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1082447.250000 Penalty: 4337.977051
	Iteration 19Q: 3 clusters Score -1082447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1082449.875000 Penalty: 4337.977051
	Iteration 20F: 3 clusters Score -1082450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1082451.875000 Penalty: 4337.977051
	Iteration 21Q: 3 clusters Score -1082452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1082455.125000 Penalty: 4337.977051
	Iteration 22Q: 3 clusters Score -1082455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1082457.875000 Penalty: 4337.977051
	Iteration 23Q: 3 clusters Score -1082458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1082462.000000 Penalty: 4337.977051
	Iteration 24Q: 3 clusters Score -1082462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1082463.625000 Penalty: 4337.977051
	Iteration 25Q: 3 clusters Score -1082464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1082466.875000 Penalty: 4337.977051
	Iteration 26Q: 3 clusters Score -1082467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1082469.875000 Penalty: 4337.977051
	Iteration 27Q: 3 clusters Score -1082470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1082472.625000 Penalty: 4337.977051
	Iteration 28Q: 3 clusters Score -1082473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1082477.250000 Penalty: 4337.977051
	Iteration 29Q: 3 clusters Score -1082477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1082483.500000 Penalty: 4337.977051
	Iteration 30Q: 3 clusters Score -1082484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1082488.000000 Penalty: 4337.977051
	Iteration 31Q: 3 clusters Score -1082488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1082501.000000 Penalty: 4337.977051
	Iteration 32Q: 3 clusters Score -1082501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1082521.125000 Penalty: 4337.977051
	Iteration 33Q: 3 clusters Score -1082521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1082552.875000 Penalty: 4337.977051
	Iteration 34Q: 3 clusters Score -1082553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1082635.500000 Penalty: 4337.977051
	Iteration 35Q: 3 clusters Score -1082636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1082780.875000 Penalty: 4337.977051
	Iteration 36Q: 3 clusters Score -1082781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1082865.500000 Penalty: 4337.977051
	Iteration 37Q: 3 clusters Score -1082866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1082895.750000 Penalty: 4337.977051
	Iteration 38Q: 3 clusters Score -1082896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1082906.125000 Penalty: 4337.977051
	Iteration 39Q: 3 clusters Score -1082906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1082913.375000 Penalty: 4337.977051
	Iteration 40F: 3 clusters Score -1082913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1082917.375000 Penalty: 4337.977051
	Iteration 41Q: 3 clusters Score -1082917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1082919.375000 Penalty: 4337.977051
	Iteration 42Q: 3 clusters Score -1082919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1082921.875000 Penalty: 4337.977051
	Iteration 43Q: 3 clusters Score -1082922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1082923.250000 Penalty: 4337.977051
	Iteration 44Q: 3 clusters Score -1082923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1082924.250000 Penalty: 4337.977051
	Iteration 45Q: 3 clusters Score -1082924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1082926.500000 Penalty: 4337.977051
	Iteration 46Q: 3 clusters Score -1082926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1082927.500000 Penalty: 4337.977051
	Iteration 47Q: 3 clusters Score -1082928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1082929.750000 Penalty: 4337.977051
	Iteration 48Q: 3 clusters Score -1082930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1082929.125000 Penalty: 4337.977051
	Iteration 49Q: 3 clusters Score -1082929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1082930.125000 Penalty: 4337.977051
	Iteration 50Q: 3 clusters Score -1082930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1082930.125000 Penalty: 4337.977051
	Iteration 51F: 3 clusters Score -1082930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Entering Unmasked Estep 
Score: -7321170.000000 Penalty: 2633.925781
	Iteration 0F: 2 clusters Score -7321170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -7293663.500000 Penalty: 5267.851562
	Iteration 0F: 3 clusters Score -7293664 nChanged 18828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -7304132.000000 Penalty: 5267.851562
	Iteration 1F: 3 clusters Score -7304132 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -7304719.500000 Penalty: 5267.851562
	Iteration 2Q: 3 clusters Score -7304720 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -7305330.500000 Penalty: 5267.851562
	Iteration 3Q: 3 clusters Score -7305330 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -7305988.000000 Penalty: 5267.851562
	Iteration 4Q: 3 clusters Score -7305988 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -7306707.000000 Penalty: 5267.851562
	Iteration 5Q: 3 clusters Score -7306707 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -7307543.000000 Penalty: 5267.851562
	Iteration 6Q: 3 clusters Score -7307543 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -7308562.500000 Penalty: 5267.851562
	Iteration 7Q: 3 clusters Score -7308562 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -7309706.000000 Penalty: 5267.851562
	Iteration 8Q: 3 clusters Score -7309706 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -7310967.000000 Penalty: 5267.851562
	Iteration 9Q: 3 clusters Score -7310967 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -7312205.000000 Penalty: 5267.851562
	Iteration 10Q: 3 clusters Score -7312205 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -7312990.500000 Penalty: 5267.851562
	Iteration 11Q: 3 clusters Score -7312990 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -7313387.000000 Penalty: 5267.851562
	Iteration 12Q: 3 clusters Score -7313387 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -7313680.000000 Penalty: 5267.851562
	Iteration 13Q: 3 clusters Score -7313680 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -7313862.000000 Penalty: 5267.851562
	Iteration 14Q: 3 clusters Score -7313862 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -7314034.000000 Penalty: 5267.851562
	Iteration 15Q: 3 clusters Score -7314034 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -7314273.500000 Penalty: 5267.851562
	Iteration 16Q: 3 clusters Score -7314274 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -7314493.000000 Penalty: 5267.851562
	Iteration 17Q: 3 clusters Score -7314493 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -7314755.000000 Penalty: 5267.851562
	Iteration 18Q: 3 clusters Score -7314755 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -7314988.000000 Penalty: 5267.851562
	Iteration 19Q: 3 clusters Score -7314988 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -7315246.000000 Penalty: 5267.851562
	Iteration 20F: 3 clusters Score -7315246 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -7315460.500000 Penalty: 5267.851562
	Iteration 21Q: 3 clusters Score -7315460 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -7315679.000000 Penalty: 5267.851562
	Iteration 22Q: 3 clusters Score -7315679 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -7315857.000000 Penalty: 5267.851562
	Iteration 23Q: 3 clusters Score -7315857 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -7316044.000000 Penalty: 5267.851562
	Iteration 24Q: 3 clusters Score -7316044 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -7316260.000000 Penalty: 5267.851562
	Iteration 25Q: 3 clusters Score -7316260 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -7316449.000000 Penalty: 5267.851562
	Iteration 26Q: 3 clusters Score -7316449 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -7316637.000000 Penalty: 5267.851562
	Iteration 27Q: 3 clusters Score -7316637 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -7316791.000000 Penalty: 5267.851562
	Iteration 28Q: 3 clusters Score -7316791 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -7316947.000000 Penalty: 5267.851562
	Iteration 29Q: 3 clusters Score -7316947 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -7317050.500000 Penalty: 5267.851562
	Iteration 30Q: 3 clusters Score -7317050 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -7317171.500000 Penalty: 5267.851562
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7317399 nChanged 276
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Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7317571 nChanged 264
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Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7317762 nChanged 246
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Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7317840 nChanged 233
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Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37239 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7318330 nChanged 156
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Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7318372 nChanged 136
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Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7318400 nChanged 126
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Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7318522 nChanged 93
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Mstep: Class 1 contains 38075 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7318631 nChanged 70
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	Iteration 59Q: 3 clusters Score -7318645 nChanged 57
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Mstep: Class 1 contains 38437 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7318642 nChanged 54
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Mstep: Class 1 contains 38487 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38568 members 
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Mstep: Class 1 contains 38619 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38872 members 
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Mstep: Class 1 contains 38923 members 
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Mstep: Class 1 contains 38962 members 
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Mstep: Class 1 contains 38990 members 
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Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39044 members 
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Mstep: Class 1 contains 39077 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7318840 nChanged 30
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Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1866 members 
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	Iteration 76Q: 3 clusters Score -7318848 nChanged 21
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Mstep: Class 1 contains 39128 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7318870 nChanged 22
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7318866 nChanged 23
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7318887 nChanged 23
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Mstep: Class 1 contains 39246 members 
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Mstep: Class 1 contains 39262 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7318906 nChanged 21
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	Iteration 85Q: 3 clusters Score -7318908 nChanged 14
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	Iteration 86Q: 3 clusters Score -7318903 nChanged 20
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7318909 nChanged 19
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7318912 nChanged 17
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	Iteration 90Q: 3 clusters Score -7318922 nChanged 14
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	Iteration 91Q: 3 clusters Score -7318934 nChanged 17
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39388 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7318938 nChanged 17
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Mstep: Class 1 contains 39405 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7318930 nChanged 14
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	Iteration 95Q: 3 clusters Score -7318938 nChanged 11
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Mstep: Class 1 contains 39430 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7318948 nChanged 11
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Mstep: Class 1 contains 39439 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7318956 nChanged 7
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7318961 nChanged 10
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Mstep: Class 1 contains 39456 members 
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	Iteration 99Q: 3 clusters Score -7318959 nChanged 10
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Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7318959 nChanged 9
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7318963 nChanged 7
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7318957 nChanged 8
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7318973 nChanged 6
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7318974 nChanged 4
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	Iteration 105Q: 3 clusters Score -7318966 nChanged 6
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	Iteration 106Q: 3 clusters Score -7318976 nChanged 8
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	Iteration 107Q: 3 clusters Score -7318977 nChanged 1
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	Iteration 108Q: 3 clusters Score -7318982 nChanged 4
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7318980 nChanged 6
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	Iteration 110Q: 3 clusters Score -7318970 nChanged 8
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	Iteration 111Q: 3 clusters Score -7318975 nChanged 6
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	Iteration 112Q: 3 clusters Score -7318984 nChanged 7
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	Iteration 113Q: 3 clusters Score -7318980 nChanged 9
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	Iteration 114Q: 3 clusters Score -7318989 nChanged 5
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	Iteration 115Q: 3 clusters Score -7318985 nChanged 7
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	Iteration 116Q: 3 clusters Score -7318974 nChanged 5
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	Iteration 117Q: 3 clusters Score -7318976 nChanged 10
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	Iteration 118Q: 3 clusters Score -7318988 nChanged 9
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	Iteration 119Q: 3 clusters Score -7318986 nChanged 14
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	Iteration 120F: 3 clusters Score -7318992 nChanged 9
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	Iteration 121Q: 3 clusters Score -7318996 nChanged 8
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	Iteration 122Q: 3 clusters Score -7318992 nChanged 8
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	Iteration 123Q: 3 clusters Score -7318998 nChanged 10
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	Iteration 124Q: 3 clusters Score -7318995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7319004.500000 Penalty: 5267.851562
	Iteration 125Q: 3 clusters Score -7319004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7319001.500000 Penalty: 5267.851562
	Iteration 126Q: 3 clusters Score -7319002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7319006.000000 Penalty: 5267.851562
	Iteration 127Q: 3 clusters Score -7319006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7319008.500000 Penalty: 5267.851562
	Iteration 128Q: 3 clusters Score -7319008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7319019.000000 Penalty: 5267.851562
	Iteration 129Q: 3 clusters Score -7319019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7319026.000000 Penalty: 5267.851562
	Iteration 130Q: 3 clusters Score -7319026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7319020.500000 Penalty: 5267.851562
	Iteration 131Q: 3 clusters Score -7319020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7319022.500000 Penalty: 5267.851562
	Iteration 132Q: 3 clusters Score -7319022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7319013.500000 Penalty: 5267.851562
	Iteration 133Q: 3 clusters Score -7319014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7319010.000000 Penalty: 5267.851562
	Iteration 134Q: 3 clusters Score -7319010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7319014.500000 Penalty: 5267.851562
	Iteration 135Q: 3 clusters Score -7319014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7319012.000000 Penalty: 5267.851562
	Iteration 136Q: 3 clusters Score -7319012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7319012.000000 Penalty: 5267.851562
	Iteration 137F: 3 clusters Score -7319012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Entering Unmasked Estep 
Score: -8362796.000000 Penalty: 2669.852295
	Iteration 0F: 2 clusters Score -8362796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8331567.500000 Penalty: 5339.704590
	Iteration 0F: 3 clusters Score -8331568 nChanged 21762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -8343722.000000 Penalty: 5339.704590
	Iteration 1F: 3 clusters Score -8343722 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -8344241.000000 Penalty: 5339.704590
	Iteration 2Q: 3 clusters Score -8344241 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -8344697.000000 Penalty: 5339.704590
	Iteration 3Q: 3 clusters Score -8344697 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -8345253.000000 Penalty: 5339.704590
	Iteration 4Q: 3 clusters Score -8345253 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -8346021.000000 Penalty: 5339.704590
	Iteration 5Q: 3 clusters Score -8346021 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -8347149.500000 Penalty: 5339.704590
	Iteration 6Q: 3 clusters Score -8347150 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -8348820.000000 Penalty: 5339.704590
	Iteration 7F: 3 clusters Score -8348820 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -8351350.000000 Penalty: 5339.704590
	Iteration 8F: 3 clusters Score -8351350 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -8354345.000000 Penalty: 5339.704590
	Iteration 9F: 3 clusters Score -8354345 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -8356977.000000 Penalty: 5339.704590
	Iteration 10F: 3 clusters Score -8356977 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8358655.000000 Penalty: 5339.704590
	Iteration 11Q: 3 clusters Score -8358655 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8359546.500000 Penalty: 5339.704590
	Iteration 12Q: 3 clusters Score -8359546 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8359981.500000 Penalty: 5339.704590
	Iteration 13Q: 3 clusters Score -8359982 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8360190.500000 Penalty: 5339.704590
	Iteration 14Q: 3 clusters Score -8360190 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8360307.000000 Penalty: 5339.704590
	Iteration 15Q: 3 clusters Score -8360307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8360380.500000 Penalty: 5339.704590
	Iteration 16Q: 3 clusters Score -8360380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8360424.500000 Penalty: 5339.704590
	Iteration 17Q: 3 clusters Score -8360424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8360445.000000 Penalty: 5339.704590
	Iteration 18Q: 3 clusters Score -8360445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8360449.000000 Penalty: 5339.704590
	Iteration 19Q: 3 clusters Score -8360449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8360449.500000 Penalty: 5339.704590
	Iteration 20F: 3 clusters Score -8360450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8360461.500000 Penalty: 5339.704590
	Iteration 21Q: 3 clusters Score -8360462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8360461.500000 Penalty: 5339.704590
	Iteration 22Q: 3 clusters Score -8360462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8360474.000000 Penalty: 5339.704590
	Iteration 23Q: 3 clusters Score -8360474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8360466.000000 Penalty: 5339.704590
	Iteration 24Q: 3 clusters Score -8360466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8360476.000000 Penalty: 5339.704590
	Iteration 25Q: 3 clusters Score -8360476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8360492.500000 Penalty: 5339.704590
	Iteration 26Q: 3 clusters Score -8360492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8360502.000000 Penalty: 5339.704590
	Iteration 27Q: 3 clusters Score -8360502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8360502.000000 Penalty: 5339.704590
	Iteration 28Q: 3 clusters Score -8360502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8360499.000000 Penalty: 5339.704590
	Iteration 29Q: 3 clusters Score -8360499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8360504.000000 Penalty: 5339.704590
	Iteration 30Q: 3 clusters Score -8360504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8360507.000000 Penalty: 5339.704590
	Iteration 31Q: 3 clusters Score -8360507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8360503.000000 Penalty: 5339.704590
	Iteration 32Q: 3 clusters Score -8360503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8360498.500000 Penalty: 5339.704590
	Iteration 33Q: 3 clusters Score -8360498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8360496.500000 Penalty: 5339.704590
	Iteration 34Q: 3 clusters Score -8360496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8360498.000000 Penalty: 5339.704590
	Iteration 35Q: 3 clusters Score -8360498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8360498.000000 Penalty: 5339.704590
	Iteration 36F: 3 clusters Score -8360498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Entering Unmasked Estep 
Score: -9018052.000000 Penalty: 2684.931641
	Iteration 0F: 2 clusters Score -9018052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -8987124.000000 Penalty: 5369.863281
	Iteration 0F: 3 clusters Score -8987124 nChanged 23319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -8999830.000000 Penalty: 5369.863281
	Iteration 1F: 3 clusters Score -8999830 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -9000398.000000 Penalty: 5369.863281
	Iteration 2Q: 3 clusters Score -9000398 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -9000853.000000 Penalty: 5369.863281
	Iteration 3Q: 3 clusters Score -9000853 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -9001316.000000 Penalty: 5369.863281
	Iteration 4Q: 3 clusters Score -9001316 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -9001784.000000 Penalty: 5369.863281
	Iteration 5Q: 3 clusters Score -9001784 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -9002346.000000 Penalty: 5369.863281
	Iteration 6Q: 3 clusters Score -9002346 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -9003169.000000 Penalty: 5369.863281
	Iteration 7Q: 3 clusters Score -9003169 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -9004352.000000 Penalty: 5369.863281
	Iteration 8Q: 3 clusters Score -9004352 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -9006160.000000 Penalty: 5369.863281
	Iteration 9F: 3 clusters Score -9006160 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -9008682.000000 Penalty: 5369.863281
	Iteration 10F: 3 clusters Score -9008682 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -9011072.000000 Penalty: 5369.863281
	Iteration 11F: 3 clusters Score -9011072 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -9012970.000000 Penalty: 5369.863281
	Iteration 12F: 3 clusters Score -9012970 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -9014074.000000 Penalty: 5369.863281
	Iteration 13Q: 3 clusters Score -9014074 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -9014615.000000 Penalty: 5369.863281
	Iteration 14Q: 3 clusters Score -9014615 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -9014974.000000 Penalty: 5369.863281
	Iteration 15Q: 3 clusters Score -9014974 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -9015202.000000 Penalty: 5369.863281
	Iteration 16Q: 3 clusters Score -9015202 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -9015326.000000 Penalty: 5369.863281
	Iteration 17Q: 3 clusters Score -9015326 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -9015477.000000 Penalty: 5369.863281
	Iteration 18Q: 3 clusters Score -9015477 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -9015565.000000 Penalty: 5369.863281
	Iteration 19Q: 3 clusters Score -9015565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -9015605.000000 Penalty: 5369.863281
	Iteration 20F: 3 clusters Score -9015605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -9015661.000000 Penalty: 5369.863281
	Iteration 21Q: 3 clusters Score -9015661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -9015685.000000 Penalty: 5369.863281
	Iteration 22Q: 3 clusters Score -9015685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -9015711.000000 Penalty: 5369.863281
	Iteration 23Q: 3 clusters Score -9015711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -9015719.000000 Penalty: 5369.863281
	Iteration 24Q: 3 clusters Score -9015719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -9015716.000000 Penalty: 5369.863281
	Iteration 25Q: 3 clusters Score -9015716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -9015729.000000 Penalty: 5369.863281
	Iteration 26Q: 3 clusters Score -9015729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -9015734.000000 Penalty: 5369.863281
	Iteration 27Q: 3 clusters Score -9015734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -9015746.000000 Penalty: 5369.863281
	Iteration 28Q: 3 clusters Score -9015746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -9015736.000000 Penalty: 5369.863281
	Iteration 29Q: 3 clusters Score -9015736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -9015746.000000 Penalty: 5369.863281
	Iteration 30Q: 3 clusters Score -9015746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9015745.000000 Penalty: 5369.863281
	Iteration 31Q: 3 clusters Score -9015745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -9015748.000000 Penalty: 5369.863281
	Iteration 32Q: 3 clusters Score -9015748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -9015752.000000 Penalty: 5369.863281
	Iteration 33Q: 3 clusters Score -9015752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -9015749.000000 Penalty: 5369.863281
	Iteration 34Q: 3 clusters Score -9015749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -9015756.000000 Penalty: 5369.863281
	Iteration 35Q: 3 clusters Score -9015756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -9015756.000000 Penalty: 5369.863281
	Iteration 36F: 3 clusters Score -9015756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Entering Unmasked Estep 
Score: -8471821.000000 Penalty: 2668.702881
	Iteration 0F: 2 clusters Score -8471821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -8441282.000000 Penalty: 5337.405762
	Iteration 0F: 3 clusters Score -8441282 nChanged 21789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -8453129.000000 Penalty: 5337.405762
	Iteration 1F: 3 clusters Score -8453129 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8453480.000000 Penalty: 5337.405762
	Iteration 2Q: 3 clusters Score -8453480 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -8453794.000000 Penalty: 5337.405762
	Iteration 3Q: 3 clusters Score -8453794 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -8454068.000000 Penalty: 5337.405762
	Iteration 4Q: 3 clusters Score -8454068 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -8454359.000000 Penalty: 5337.405762
	Iteration 5Q: 3 clusters Score -8454359 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -8454657.000000 Penalty: 5337.405762
	Iteration 6Q: 3 clusters Score -8454657 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -8454915.000000 Penalty: 5337.405762
	Iteration 7Q: 3 clusters Score -8454915 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -8455314.000000 Penalty: 5337.405762
	Iteration 8Q: 3 clusters Score -8455314 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -8455778.000000 Penalty: 5337.405762
	Iteration 9Q: 3 clusters Score -8455778 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -8456561.000000 Penalty: 5337.405762
	Iteration 10Q: 3 clusters Score -8456561 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -8457746.000000 Penalty: 5337.405762
	Iteration 11Q: 3 clusters Score -8457746 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -8459634.000000 Penalty: 5337.405762
	Iteration 12F: 3 clusters Score -8459634 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -8462218.000000 Penalty: 5337.405762
	Iteration 13F: 3 clusters Score -8462218 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8465080.000000 Penalty: 5337.405762
	Iteration 14F: 3 clusters Score -8465080 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8467158.000000 Penalty: 5337.405762
	Iteration 15F: 3 clusters Score -8467158 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8468386.000000 Penalty: 5337.405762
	Iteration 16Q: 3 clusters Score -8468386 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8468913.000000 Penalty: 5337.405762
	Iteration 17Q: 3 clusters Score -8468913 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -8469172.000000 Penalty: 5337.405762
	Iteration 18Q: 3 clusters Score -8469172 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -8469301.000000 Penalty: 5337.405762
	Iteration 19Q: 3 clusters Score -8469301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -8469350.000000 Penalty: 5337.405762
	Iteration 20F: 3 clusters Score -8469350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8469400.000000 Penalty: 5337.405762
	Iteration 21Q: 3 clusters Score -8469400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8469440.000000 Penalty: 5337.405762
	Iteration 22Q: 3 clusters Score -8469440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -8469475.000000 Penalty: 5337.405762
	Iteration 23Q: 3 clusters Score -8469475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -8469501.000000 Penalty: 5337.405762
	Iteration 24Q: 3 clusters Score -8469501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8469513.000000 Penalty: 5337.405762
	Iteration 25Q: 3 clusters Score -8469513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8469526.000000 Penalty: 5337.405762
	Iteration 26Q: 3 clusters Score -8469526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8469523.000000 Penalty: 5337.405762
	Iteration 27Q: 3 clusters Score -8469523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8469522.000000 Penalty: 5337.405762
	Iteration 28Q: 3 clusters Score -8469522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8469522.000000 Penalty: 5337.405762
	Iteration 29Q: 3 clusters Score -8469522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8469522.000000 Penalty: 5337.405762
	Iteration 30F: 3 clusters Score -8469522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Entering Unmasked Estep 
Score: -8594806.000000 Penalty: 2673.196533
	Iteration 0F: 2 clusters Score -8594806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -8563377.000000 Penalty: 5346.393066
	Iteration 0F: 3 clusters Score -8563377 nChanged 22331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8575695.000000 Penalty: 5346.393066
	Iteration 1F: 3 clusters Score -8575695 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -8576326.000000 Penalty: 5346.393066
	Iteration 2Q: 3 clusters Score -8576326 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8577169.000000 Penalty: 5346.393066
	Iteration 3Q: 3 clusters Score -8577169 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -8578237.000000 Penalty: 5346.393066
	Iteration 4Q: 3 clusters Score -8578237 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -8579536.000000 Penalty: 5346.393066
	Iteration 5F: 3 clusters Score -8579536 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -8581357.000000 Penalty: 5346.393066
	Iteration 6F: 3 clusters Score -8581357 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -8583556.000000 Penalty: 5346.393066
	Iteration 7F: 3 clusters Score -8583556 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -8585903.000000 Penalty: 5346.393066
	Iteration 8F: 3 clusters Score -8585903 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -8588250.000000 Penalty: 5346.393066
	Iteration 9F: 3 clusters Score -8588250 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -8590050.000000 Penalty: 5346.393066
	Iteration 10F: 3 clusters Score -8590050 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8591360.000000 Penalty: 5346.393066
	Iteration 11Q: 3 clusters Score -8591360 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8592042.000000 Penalty: 5346.393066
	Iteration 12Q: 3 clusters Score -8592042 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8592449.000000 Penalty: 5346.393066
	Iteration 13Q: 3 clusters Score -8592449 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8592726.000000 Penalty: 5346.393066
	Iteration 14Q: 3 clusters Score -8592726 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8592891.000000 Penalty: 5346.393066
	Iteration 15Q: 3 clusters Score -8592891 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8592957.000000 Penalty: 5346.393066
	Iteration 16Q: 3 clusters Score -8592957 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8592985.000000 Penalty: 5346.393066
	Iteration 17Q: 3 clusters Score -8592985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8592999.000000 Penalty: 5346.393066
	Iteration 18Q: 3 clusters Score -8592999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8593017.000000 Penalty: 5346.393066
	Iteration 19Q: 3 clusters Score -8593017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8593022.000000 Penalty: 5346.393066
	Iteration 20F: 3 clusters Score -8593022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8593041.000000 Penalty: 5346.393066
	Iteration 21Q: 3 clusters Score -8593041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8593052.000000 Penalty: 5346.393066
	Iteration 22Q: 3 clusters Score -8593052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8593055.000000 Penalty: 5346.393066
	Iteration 23Q: 3 clusters Score -8593055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8593051.000000 Penalty: 5346.393066
	Iteration 24Q: 3 clusters Score -8593051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8593059.000000 Penalty: 5346.393066
	Iteration 25Q: 3 clusters Score -8593059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8593062.000000 Penalty: 5346.393066
	Iteration 26Q: 3 clusters Score -8593062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8593069.000000 Penalty: 5346.393066
	Iteration 27Q: 3 clusters Score -8593069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8593078.000000 Penalty: 5346.393066
	Iteration 28Q: 3 clusters Score -8593078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8593071.000000 Penalty: 5346.393066
	Iteration 29Q: 3 clusters Score -8593071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8593070.000000 Penalty: 5346.393066
	Iteration 30Q: 3 clusters Score -8593070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8593070.000000 Penalty: 5346.393066
	Iteration 31F: 3 clusters Score -8593070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Entering Unmasked Estep 
Score: -7826495.000000 Penalty: 2648.802246
	Iteration 0F: 2 clusters Score -7826495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -7798008.000000 Penalty: 5297.604492
	Iteration 0F: 3 clusters Score -7798008 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -7808670.500000 Penalty: 5297.604492
	Iteration 1F: 3 clusters Score -7808670 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -7809136.000000 Penalty: 5297.604492
	Iteration 2Q: 3 clusters Score -7809136 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -7809541.500000 Penalty: 5297.604492
	Iteration 3Q: 3 clusters Score -7809542 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7809879.500000 Penalty: 5297.604492
	Iteration 4Q: 3 clusters Score -7809880 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -7810254.000000 Penalty: 5297.604492
	Iteration 5Q: 3 clusters Score -7810254 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7810609.000000 Penalty: 5297.604492
	Iteration 6Q: 3 clusters Score -7810609 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7810916.000000 Penalty: 5297.604492
	Iteration 7Q: 3 clusters Score -7810916 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -7811265.000000 Penalty: 5297.604492
	Iteration 8Q: 3 clusters Score -7811265 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -7811686.000000 Penalty: 5297.604492
	Iteration 9Q: 3 clusters Score -7811686 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -7812087.000000 Penalty: 5297.604492
	Iteration 10Q: 3 clusters Score -7812087 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -7812488.000000 Penalty: 5297.604492
	Iteration 11Q: 3 clusters Score -7812488 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -7812980.000000 Penalty: 5297.604492
	Iteration 12Q: 3 clusters Score -7812980 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -7813436.000000 Penalty: 5297.604492
	Iteration 13Q: 3 clusters Score -7813436 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -7813890.000000 Penalty: 5297.604492
	Iteration 14Q: 3 clusters Score -7813890 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -7814356.000000 Penalty: 5297.604492
	Iteration 15Q: 3 clusters Score -7814356 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -7814866.000000 Penalty: 5297.604492
	Iteration 16Q: 3 clusters Score -7814866 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -7815347.500000 Penalty: 5297.604492
	Iteration 17Q: 3 clusters Score -7815348 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -7816025.000000 Penalty: 5297.604492
	Iteration 18Q: 3 clusters Score -7816025 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -7816888.000000 Penalty: 5297.604492
	Iteration 19Q: 3 clusters Score -7816888 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -7817828.000000 Penalty: 5297.604492
	Iteration 20F: 3 clusters Score -7817828 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -7819026.000000 Penalty: 5297.604492
	Iteration 21Q: 3 clusters Score -7819026 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -7820302.500000 Penalty: 5297.604492
	Iteration 22Q: 3 clusters Score -7820302 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -7821481.500000 Penalty: 5297.604492
	Iteration 23Q: 3 clusters Score -7821482 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7822443.500000 Penalty: 5297.604492
	Iteration 24Q: 3 clusters Score -7822444 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7823130.000000 Penalty: 5297.604492
	Iteration 25Q: 3 clusters Score -7823130 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7823552.500000 Penalty: 5297.604492
	Iteration 26Q: 3 clusters Score -7823552 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7823793.000000 Penalty: 5297.604492
	Iteration 27Q: 3 clusters Score -7823793 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7823958.500000 Penalty: 5297.604492
	Iteration 28Q: 3 clusters Score -7823958 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7824073.500000 Penalty: 5297.604492
	Iteration 29Q: 3 clusters Score -7824074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7824143.000000 Penalty: 5297.604492
	Iteration 30Q: 3 clusters Score -7824143 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7824194.000000 Penalty: 5297.604492
	Iteration 31Q: 3 clusters Score -7824194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7824249.500000 Penalty: 5297.604492
	Iteration 32Q: 3 clusters Score -7824250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7824258.500000 Penalty: 5297.604492
	Iteration 33Q: 3 clusters Score -7824258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7824279.500000 Penalty: 5297.604492
	Iteration 34Q: 3 clusters Score -7824280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7824296.500000 Penalty: 5297.604492
	Iteration 35Q: 3 clusters Score -7824296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7824315.000000 Penalty: 5297.604492
	Iteration 36Q: 3 clusters Score -7824315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7824329.000000 Penalty: 5297.604492
	Iteration 37Q: 3 clusters Score -7824329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7824336.500000 Penalty: 5297.604492
	Iteration 38Q: 3 clusters Score -7824336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7824344.000000 Penalty: 5297.604492
	Iteration 39Q: 3 clusters Score -7824344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7824347.500000 Penalty: 5297.604492
	Iteration 40F: 3 clusters Score -7824348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7824358.500000 Penalty: 5297.604492
	Iteration 41Q: 3 clusters Score -7824358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7824368.000000 Penalty: 5297.604492
	Iteration 42Q: 3 clusters Score -7824368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7824365.000000 Penalty: 5297.604492
	Iteration 43Q: 3 clusters Score -7824365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7824371.000000 Penalty: 5297.604492
	Iteration 44Q: 3 clusters Score -7824371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7824378.500000 Penalty: 5297.604492
	Iteration 45Q: 3 clusters Score -7824378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7824379.500000 Penalty: 5297.604492
	Iteration 46Q: 3 clusters Score -7824380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7824376.000000 Penalty: 5297.604492
	Iteration 47Q: 3 clusters Score -7824376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7824373.500000 Penalty: 5297.604492
	Iteration 48Q: 3 clusters Score -7824374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7824374.500000 Penalty: 5297.604492
	Iteration 49Q: 3 clusters Score -7824374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7824374.000000 Penalty: 5297.604492
	Iteration 50Q: 3 clusters Score -7824374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7824378.000000 Penalty: 5297.604492
	Iteration 51Q: 3 clusters Score -7824378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7824378.000000 Penalty: 5297.604492
	Iteration 52F: 3 clusters Score -7824378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Entering Unmasked Estep 
Score: -7306437.500000 Penalty: 2634.481934
	Iteration 0F: 2 clusters Score -7306438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7278941.500000 Penalty: 5268.963867
	Iteration 0F: 3 clusters Score -7278942 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -7289156.000000 Penalty: 5268.963867
	Iteration 1F: 3 clusters Score -7289156 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -7289744.500000 Penalty: 5268.963867
	Iteration 2Q: 3 clusters Score -7289744 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -7290390.500000 Penalty: 5268.963867
	Iteration 3Q: 3 clusters Score -7290390 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -7291210.000000 Penalty: 5268.963867
	Iteration 4Q: 3 clusters Score -7291210 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -7292407.000000 Penalty: 5268.963867
	Iteration 5F: 3 clusters Score -7292407 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -7294388.500000 Penalty: 5268.963867
	Iteration 6F: 3 clusters Score -7294388 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7297149.500000 Penalty: 5268.963867
	Iteration 7F: 3 clusters Score -7297150 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -7300256.000000 Penalty: 5268.963867
	Iteration 8F: 3 clusters Score -7300256 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -7302504.000000 Penalty: 5268.963867
	Iteration 9F: 3 clusters Score -7302504 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7303642.000000 Penalty: 5268.963867
	Iteration 10Q: 3 clusters Score -7303642 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7304113.000000 Penalty: 5268.963867
	Iteration 11Q: 3 clusters Score -7304113 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7304390.000000 Penalty: 5268.963867
	Iteration 12Q: 3 clusters Score -7304390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -7304529.000000 Penalty: 5268.963867
	Iteration 13Q: 3 clusters Score -7304529 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7304615.000000 Penalty: 5268.963867
	Iteration 14Q: 3 clusters Score -7304615 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7304655.500000 Penalty: 5268.963867
	Iteration 15Q: 3 clusters Score -7304656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -7304678.500000 Penalty: 5268.963867
	Iteration 16Q: 3 clusters Score -7304678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -7304699.500000 Penalty: 5268.963867
	Iteration 17Q: 3 clusters Score -7304700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -7304708.000000 Penalty: 5268.963867
	Iteration 18Q: 3 clusters Score -7304708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7304726.000000 Penalty: 5268.963867
	Iteration 19Q: 3 clusters Score -7304726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -7304730.500000 Penalty: 5268.963867
	Iteration 20F: 3 clusters Score -7304730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7304738.500000 Penalty: 5268.963867
	Iteration 21Q: 3 clusters Score -7304738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -7304745.000000 Penalty: 5268.963867
	Iteration 22Q: 3 clusters Score -7304745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -7304763.000000 Penalty: 5268.963867
	Iteration 23Q: 3 clusters Score -7304763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -7304770.500000 Penalty: 5268.963867
	Iteration 24Q: 3 clusters Score -7304770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7304771.500000 Penalty: 5268.963867
	Iteration 25Q: 3 clusters Score -7304772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7304776.500000 Penalty: 5268.963867
	Iteration 26Q: 3 clusters Score -7304776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7304783.000000 Penalty: 5268.963867
	Iteration 27Q: 3 clusters Score -7304783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7304790.500000 Penalty: 5268.963867
	Iteration 28Q: 3 clusters Score -7304790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -7304789.500000 Penalty: 5268.963867
	Iteration 29Q: 3 clusters Score -7304790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -7304786.500000 Penalty: 5268.963867
	Iteration 30Q: 3 clusters Score -7304786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -7304790.500000 Penalty: 5268.963867
	Iteration 31Q: 3 clusters Score -7304790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -7304794.000000 Penalty: 5268.963867
	Iteration 32Q: 3 clusters Score -7304794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -7304789.000000 Penalty: 5268.963867
	Iteration 33Q: 3 clusters Score -7304789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7304796.000000 Penalty: 5268.963867
	Iteration 34Q: 3 clusters Score -7304796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7304801.000000 Penalty: 5268.963867
	Iteration 35Q: 3 clusters Score -7304801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7304802.000000 Penalty: 5268.963867
	Iteration 36Q: 3 clusters Score -7304802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7304805.500000 Penalty: 5268.963867
	Iteration 37Q: 3 clusters Score -7304806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7304809.000000 Penalty: 5268.963867
	Iteration 38Q: 3 clusters Score -7304809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7304808.500000 Penalty: 5268.963867
	Iteration 39Q: 3 clusters Score -7304808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7304812.500000 Penalty: 5268.963867
	Iteration 40F: 3 clusters Score -7304812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7304803.000000 Penalty: 5268.963867
	Iteration 41Q: 3 clusters Score -7304803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -7304804.500000 Penalty: 5268.963867
	Iteration 42Q: 3 clusters Score -7304804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -7304802.000000 Penalty: 5268.963867
	Iteration 43Q: 3 clusters Score -7304802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -7304800.500000 Penalty: 5268.963867
	Iteration 44Q: 3 clusters Score -7304800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -7304813.000000 Penalty: 5268.963867
	Iteration 45Q: 3 clusters Score -7304813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -7304808.000000 Penalty: 5268.963867
	Iteration 46Q: 3 clusters Score -7304808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -7304809.000000 Penalty: 5268.963867
	Iteration 47Q: 3 clusters Score -7304809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7304802.500000 Penalty: 5268.963867
	Iteration 48Q: 3 clusters Score -7304802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7304794.500000 Penalty: 5268.963867
	Iteration 49Q: 3 clusters Score -7304794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7304794.500000 Penalty: 5268.963867
	Iteration 50F: 3 clusters Score -7304794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Entering Unmasked Estep 
Score: -8034867.500000 Penalty: 2656.541016
	Iteration 0F: 2 clusters Score -8034868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8005371.500000 Penalty: 5313.082031
	Iteration 0F: 3 clusters Score -8005372 nChanged 20712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -8016619.000000 Penalty: 5313.082031
	Iteration 1F: 3 clusters Score -8016619 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -8017078.500000 Penalty: 5313.082031
	Iteration 2Q: 3 clusters Score -8017078 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -8017593.000000 Penalty: 5313.082031
	Iteration 3Q: 3 clusters Score -8017593 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -8018134.000000 Penalty: 5313.082031
	Iteration 4Q: 3 clusters Score -8018134 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -8018870.500000 Penalty: 5313.082031
	Iteration 5Q: 3 clusters Score -8018870 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -8019823.000000 Penalty: 5313.082031
	Iteration 6Q: 3 clusters Score -8019823 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -8020985.000000 Penalty: 5313.082031
	Iteration 7Q: 3 clusters Score -8020985 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -8022544.000000 Penalty: 5313.082031
	Iteration 8F: 3 clusters Score -8022544 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -8024364.000000 Penalty: 5313.082031
	Iteration 9F: 3 clusters Score -8024364 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -8026104.000000 Penalty: 5313.082031
	Iteration 10F: 3 clusters Score -8026104 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8027649.500000 Penalty: 5313.082031
	Iteration 11Q: 3 clusters Score -8027650 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -8028786.000000 Penalty: 5313.082031
	Iteration 12Q: 3 clusters Score -8028786 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -8029767.500000 Penalty: 5313.082031
	Iteration 13Q: 3 clusters Score -8029768 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8030564.000000 Penalty: 5313.082031
	Iteration 14Q: 3 clusters Score -8030564 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8031182.500000 Penalty: 5313.082031
	Iteration 15Q: 3 clusters Score -8031182 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8031636.500000 Penalty: 5313.082031
	Iteration 16Q: 3 clusters Score -8031636 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8031953.000000 Penalty: 5313.082031
	Iteration 17Q: 3 clusters Score -8031953 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8032151.000000 Penalty: 5313.082031
	Iteration 18Q: 3 clusters Score -8032151 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8032289.500000 Penalty: 5313.082031
	Iteration 19Q: 3 clusters Score -8032290 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8032400.500000 Penalty: 5313.082031
	Iteration 20F: 3 clusters Score -8032400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8032474.500000 Penalty: 5313.082031
	Iteration 21Q: 3 clusters Score -8032474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8032529.000000 Penalty: 5313.082031
	Iteration 22Q: 3 clusters Score -8032529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8032565.500000 Penalty: 5313.082031
	Iteration 23Q: 3 clusters Score -8032566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8032586.000000 Penalty: 5313.082031
	Iteration 24Q: 3 clusters Score -8032586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8032603.000000 Penalty: 5313.082031
	Iteration 25Q: 3 clusters Score -8032603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8032618.500000 Penalty: 5313.082031
	Iteration 26Q: 3 clusters Score -8032618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8032632.500000 Penalty: 5313.082031
	Iteration 27Q: 3 clusters Score -8032632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8032633.500000 Penalty: 5313.082031
	Iteration 28Q: 3 clusters Score -8032634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8032636.000000 Penalty: 5313.082031
	Iteration 29Q: 3 clusters Score -8032636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8032649.000000 Penalty: 5313.082031
	Iteration 30Q: 3 clusters Score -8032649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8032656.500000 Penalty: 5313.082031
	Iteration 31Q: 3 clusters Score -8032656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8032656.000000 Penalty: 5313.082031
	Iteration 32Q: 3 clusters Score -8032656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8032652.500000 Penalty: 5313.082031
	Iteration 33Q: 3 clusters Score -8032652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8032657.000000 Penalty: 5313.082031
	Iteration 34Q: 3 clusters Score -8032657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8032661.000000 Penalty: 5313.082031
	Iteration 35Q: 3 clusters Score -8032661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8032658.000000 Penalty: 5313.082031
	Iteration 36Q: 3 clusters Score -8032658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8032655.000000 Penalty: 5313.082031
	Iteration 37Q: 3 clusters Score -8032655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8032667.000000 Penalty: 5313.082031
	Iteration 38Q: 3 clusters Score -8032667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8032669.000000 Penalty: 5313.082031
	Iteration 39Q: 3 clusters Score -8032669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8032661.000000 Penalty: 5313.082031
	Iteration 40F: 3 clusters Score -8032661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8032666.000000 Penalty: 5313.082031
	Iteration 41Q: 3 clusters Score -8032666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8032666.000000 Penalty: 5313.082031
	Iteration 42F: 3 clusters Score -8032666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Entering Unmasked Estep 
Score: -6377485.500000 Penalty: 2601.284424
	Iteration 0F: 2 clusters Score -6377486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -6353007.500000 Penalty: 5202.568848
	Iteration 0F: 3 clusters Score -6353008 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -6362063.500000 Penalty: 5202.568848
	Iteration 1F: 3 clusters Score -6362064 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -6362516.000000 Penalty: 5202.568848
	Iteration 2Q: 3 clusters Score -6362516 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -6362907.500000 Penalty: 5202.568848
	Iteration 3Q: 3 clusters Score -6362908 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -6363289.000000 Penalty: 5202.568848
	Iteration 4Q: 3 clusters Score -6363289 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -6363690.500000 Penalty: 5202.568848
	Iteration 5Q: 3 clusters Score -6363690 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6364202.500000 Penalty: 5202.568848
	Iteration 6Q: 3 clusters Score -6364202 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -6365004.500000 Penalty: 5202.568848
	Iteration 7Q: 3 clusters Score -6365004 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6366284.000000 Penalty: 5202.568848
	Iteration 8F: 3 clusters Score -6366284 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -6368222.000000 Penalty: 5202.568848
	Iteration 9F: 3 clusters Score -6368222 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -6370640.000000 Penalty: 5202.568848
	Iteration 10F: 3 clusters Score -6370640 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -6372838.500000 Penalty: 5202.568848
	Iteration 11F: 3 clusters Score -6372838 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -6374305.000000 Penalty: 5202.568848
	Iteration 12Q: 3 clusters Score -6374305 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -6374919.000000 Penalty: 5202.568848
	Iteration 13Q: 3 clusters Score -6374919 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6375159.000000 Penalty: 5202.568848
	Iteration 14Q: 3 clusters Score -6375159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -6375280.500000 Penalty: 5202.568848
	Iteration 15Q: 3 clusters Score -6375280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -6375336.000000 Penalty: 5202.568848
	Iteration 16Q: 3 clusters Score -6375336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -6375373.500000 Penalty: 5202.568848
	Iteration 17Q: 3 clusters Score -6375374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -6375384.500000 Penalty: 5202.568848
	Iteration 18Q: 3 clusters Score -6375384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -6375389.000000 Penalty: 5202.568848
	Iteration 19Q: 3 clusters Score -6375389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -6375398.000000 Penalty: 5202.568848
	Iteration 20F: 3 clusters Score -6375398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -6375400.000000 Penalty: 5202.568848
	Iteration 21Q: 3 clusters Score -6375400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -6375412.500000 Penalty: 5202.568848
	Iteration 22Q: 3 clusters Score -6375412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -6375413.500000 Penalty: 5202.568848
	Iteration 23Q: 3 clusters Score -6375414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -6375419.000000 Penalty: 5202.568848
	Iteration 24Q: 3 clusters Score -6375419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6375430.000000 Penalty: 5202.568848
	Iteration 25Q: 3 clusters Score -6375430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -6375442.000000 Penalty: 5202.568848
	Iteration 26Q: 3 clusters Score -6375442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6375449.500000 Penalty: 5202.568848
	Iteration 27Q: 3 clusters Score -6375450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -6375460.000000 Penalty: 5202.568848
	Iteration 28Q: 3 clusters Score -6375460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -6375466.000000 Penalty: 5202.568848
	Iteration 29Q: 3 clusters Score -6375466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -6375474.000000 Penalty: 5202.568848
	Iteration 30Q: 3 clusters Score -6375474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -6375479.500000 Penalty: 5202.568848
	Iteration 31Q: 3 clusters Score -6375480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6375482.000000 Penalty: 5202.568848
	Iteration 32Q: 3 clusters Score -6375482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6375484.000000 Penalty: 5202.568848
	Iteration 33Q: 3 clusters Score -6375484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -6375488.500000 Penalty: 5202.568848
	Iteration 34Q: 3 clusters Score -6375488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6375485.500000 Penalty: 5202.568848
	Iteration 35Q: 3 clusters Score -6375486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -6375493.500000 Penalty: 5202.568848
	Iteration 36Q: 3 clusters Score -6375494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -6375499.500000 Penalty: 5202.568848
	Iteration 37Q: 3 clusters Score -6375500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -6375503.000000 Penalty: 5202.568848
	Iteration 38Q: 3 clusters Score -6375503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -6375503.000000 Penalty: 5202.568848
	Iteration 39F: 3 clusters Score -6375503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Entering Unmasked Estep 
Score: -3285700.750000 Penalty: 2442.389404
	Iteration 0F: 2 clusters Score -3285701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3272433.000000 Penalty: 4884.778809
	Iteration 0F: 3 clusters Score -3272433 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3276846.750000 Penalty: 4884.778809
	Iteration 1F: 3 clusters Score -3276847 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3277291.750000 Penalty: 4884.778809
	Iteration 2F: 3 clusters Score -3277292 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3277709.500000 Penalty: 4884.778809
	Iteration 3F: 3 clusters Score -3277710 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3278149.000000 Penalty: 4884.778809
	Iteration 4Q: 3 clusters Score -3278149 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3278633.250000 Penalty: 4884.778809
	Iteration 5F: 3 clusters Score -3278633 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3279275.000000 Penalty: 4884.778809
	Iteration 6F: 3 clusters Score -3279275 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3280004.250000 Penalty: 4884.778809
	Iteration 7F: 3 clusters Score -3280004 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3280792.000000 Penalty: 4884.778809
	Iteration 8F: 3 clusters Score -3280792 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3281530.500000 Penalty: 4884.778809
	Iteration 9F: 3 clusters Score -3281530 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3282259.750000 Penalty: 4884.778809
	Iteration 10Q: 3 clusters Score -3282260 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3282810.750000 Penalty: 4884.778809
	Iteration 11Q: 3 clusters Score -3282811 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3283174.500000 Penalty: 4884.778809
	Iteration 12Q: 3 clusters Score -3283174 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3283425.500000 Penalty: 4884.778809
	Iteration 13Q: 3 clusters Score -3283426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3283610.750000 Penalty: 4884.778809
	Iteration 14Q: 3 clusters Score -3283611 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3283703.250000 Penalty: 4884.778809
	Iteration 15Q: 3 clusters Score -3283703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3283781.500000 Penalty: 4884.778809
	Iteration 16Q: 3 clusters Score -3283782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3283813.500000 Penalty: 4884.778809
	Iteration 17Q: 3 clusters Score -3283814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3283827.000000 Penalty: 4884.778809
	Iteration 18Q: 3 clusters Score -3283827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3283831.500000 Penalty: 4884.778809
	Iteration 19Q: 3 clusters Score -3283832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3283832.250000 Penalty: 4884.778809
	Iteration 20F: 3 clusters Score -3283832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3283840.250000 Penalty: 4884.778809
	Iteration 21Q: 3 clusters Score -3283840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3283846.500000 Penalty: 4884.778809
	Iteration 22Q: 3 clusters Score -3283846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3283848.000000 Penalty: 4884.778809
	Iteration 23Q: 3 clusters Score -3283848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3283851.500000 Penalty: 4884.778809
	Iteration 24Q: 3 clusters Score -3283852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3283858.250000 Penalty: 4884.778809
	Iteration 25Q: 3 clusters Score -3283858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3283864.500000 Penalty: 4884.778809
	Iteration 26Q: 3 clusters Score -3283864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3283864.250000 Penalty: 4884.778809
	Iteration 27Q: 3 clusters Score -3283864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3283872.250000 Penalty: 4884.778809
	Iteration 28Q: 3 clusters Score -3283872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3283893.250000 Penalty: 4884.778809
	Iteration 29Q: 3 clusters Score -3283893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3283894.250000 Penalty: 4884.778809
	Iteration 30Q: 3 clusters Score -3283894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3283898.250000 Penalty: 4884.778809
	Iteration 31Q: 3 clusters Score -3283898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3283901.750000 Penalty: 4884.778809
	Iteration 32Q: 3 clusters Score -3283902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3283901.750000 Penalty: 4884.778809
	Iteration 33F: 3 clusters Score -3283902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Entering Unmasked Estep 
Score: -605273.375000 Penalty: 2027.535767
	Iteration 0F: 2 clusters Score -605273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -601619.812500 Penalty: 4055.071533
	Iteration 0F: 3 clusters Score -601619.8 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -602459.562500 Penalty: 4055.071533
	Iteration 1F: 3 clusters Score -602459.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -602668.937500 Penalty: 4055.071533
	Iteration 2F: 3 clusters Score -602668.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -602784.062500 Penalty: 4055.071533
	Iteration 3Q: 3 clusters Score -602784.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -602862.875000 Penalty: 4055.071533
	Iteration 4Q: 3 clusters Score -602862.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -602914.125000 Penalty: 4055.071533
	Iteration 5Q: 3 clusters Score -602914.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -602951.687500 Penalty: 4055.071533
	Iteration 6Q: 3 clusters Score -602951.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -602980.937500 Penalty: 4055.071533
	Iteration 7Q: 3 clusters Score -602980.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -603012.750000 Penalty: 4055.071533
	Iteration 8Q: 3 clusters Score -603012.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -603048.000000 Penalty: 4055.071533
	Iteration 9Q: 3 clusters Score -603048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -603088.687500 Penalty: 4055.071533
	Iteration 10Q: 3 clusters Score -603088.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -603133.125000 Penalty: 4055.071533
	Iteration 11Q: 3 clusters Score -603133.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -603178.875000 Penalty: 4055.071533
	Iteration 12Q: 3 clusters Score -603178.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603228.000000 Penalty: 4055.071533
	Iteration 13Q: 3 clusters Score -603228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -603273.625000 Penalty: 4055.071533
	Iteration 14Q: 3 clusters Score -603273.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -603331.312500 Penalty: 4055.071533
	Iteration 15Q: 3 clusters Score -603331.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -603397.062500 Penalty: 4055.071533
	Iteration 16Q: 3 clusters Score -603397.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -603481.250000 Penalty: 4055.071533
	Iteration 17Q: 3 clusters Score -603481.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -603561.937500 Penalty: 4055.071533
	Iteration 18Q: 3 clusters Score -603561.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -603626.500000 Penalty: 4055.071533
	Iteration 19Q: 3 clusters Score -603626.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -603686.500000 Penalty: 4055.071533
	Iteration 20F: 3 clusters Score -603686.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -603739.437500 Penalty: 4055.071533
	Iteration 21Q: 3 clusters Score -603739.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -603783.625000 Penalty: 4055.071533
	Iteration 22Q: 3 clusters Score -603783.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -603814.812500 Penalty: 4055.071533
	Iteration 23Q: 3 clusters Score -603814.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -603848.250000 Penalty: 4055.071533
	Iteration 24Q: 3 clusters Score -603848.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -603868.437500 Penalty: 4055.071533
	Iteration 25Q: 3 clusters Score -603868.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -603886.437500 Penalty: 4055.071533
	Iteration 26Q: 3 clusters Score -603886.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -603903.875000 Penalty: 4055.071533
	Iteration 27Q: 3 clusters Score -603903.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -603914.562500 Penalty: 4055.071533
	Iteration 28Q: 3 clusters Score -603914.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -603920.687500 Penalty: 4055.071533
	Iteration 29Q: 3 clusters Score -603920.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -603928.562500 Penalty: 4055.071533
	Iteration 30Q: 3 clusters Score -603928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -603934.562500 Penalty: 4055.071533
	Iteration 31Q: 3 clusters Score -603934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -603938.687500 Penalty: 4055.071533
	Iteration 32Q: 3 clusters Score -603938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -603940.875000 Penalty: 4055.071533
	Iteration 33Q: 3 clusters Score -603940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -603942.750000 Penalty: 4055.071533
	Iteration 34Q: 3 clusters Score -603942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -603946.000000 Penalty: 4055.071533
	Iteration 35Q: 3 clusters Score -603946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -603953.875000 Penalty: 4055.071533
	Iteration 36Q: 3 clusters Score -603953.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -603959.937500 Penalty: 4055.071533
	Iteration 37Q: 3 clusters Score -603959.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -603966.875000 Penalty: 4055.071533
	Iteration 38Q: 3 clusters Score -603966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -603970.312500 Penalty: 4055.071533
	Iteration 39Q: 3 clusters Score -603970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -603973.312500 Penalty: 4055.071533
	Iteration 40F: 3 clusters Score -603973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -603974.812500 Penalty: 4055.071533
	Iteration 41Q: 3 clusters Score -603974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -603978.000000 Penalty: 4055.071533
	Iteration 42Q: 3 clusters Score -603978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -603985.562500 Penalty: 4055.071533
	Iteration 43Q: 3 clusters Score -603985.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -603994.312500 Penalty: 4055.071533
	Iteration 44Q: 3 clusters Score -603994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -604000.875000 Penalty: 4055.071533
	Iteration 45Q: 3 clusters Score -604000.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -604005.000000 Penalty: 4055.071533
	Iteration 46Q: 3 clusters Score -604005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -604009.750000 Penalty: 4055.071533
	Iteration 47Q: 3 clusters Score -604009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -604015.250000 Penalty: 4055.071533
	Iteration 48Q: 3 clusters Score -604015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -604016.687500 Penalty: 4055.071533
	Iteration 49Q: 3 clusters Score -604016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -604017.312500 Penalty: 4055.071533
	Iteration 50Q: 3 clusters Score -604017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -604018.562500 Penalty: 4055.071533
	Iteration 51Q: 3 clusters Score -604018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -604019.625000 Penalty: 4055.071533
	Iteration 52Q: 3 clusters Score -604019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -604022.437500 Penalty: 4055.071533
	Iteration 53Q: 3 clusters Score -604022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -604024.875000 Penalty: 4055.071533
	Iteration 54Q: 3 clusters Score -604024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -604025.062500 Penalty: 4055.071533
	Iteration 55Q: 3 clusters Score -604025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -604024.250000 Penalty: 4055.071533
	Iteration 56Q: 3 clusters Score -604024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -604025.437500 Penalty: 4055.071533
	Iteration 57Q: 3 clusters Score -604025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -604027.812500 Penalty: 4055.071533
	Iteration 58Q: 3 clusters Score -604027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -604027.812500 Penalty: 4055.071533
	Iteration 59F: 3 clusters Score -604027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -102283.281250 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -102283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100692.468750 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -100692.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100899.304688 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -100899.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100968.101562 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -100968.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101004.148438 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -101004.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101014.984375 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -101015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101026.843750 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -101026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101035.085938 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -101035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101035.085938 Penalty: 3180.261963
	Iteration 7F: 3 clusters Score -101035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39548.593750 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39548.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39845.250000 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39845.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39958.273438 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -39958.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39995.789062 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -39995.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40017.222656 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -40017.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40027.570312 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -40027.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40035.750000 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -40035.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40035.750000 Penalty: 3004.165039
	Iteration 7F: 3 clusters Score -40035.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -1222850.250000 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -1222850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1217161.125000 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -1217161 nChanged 2770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1218604 nChanged 451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1218808 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1218934 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1219024 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1219093 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1219155.000000 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -1219155 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1219195.750000 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -1219196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1219233.500000 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -1219234 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1219264.250000 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -1219264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1219298.125000 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -1219298 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1219329.000000 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -1219329 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1219356.250000 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -1219356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1219377.250000 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -1219377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1219399.750000 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -1219400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1219437.250000 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -1219437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1219482.625000 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -1219483 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1219524.750000 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -1219525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1219563.375000 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -1219563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1219605.750000 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -1219606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1219658.000000 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -1219658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1219702.000000 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -1219702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1219752.750000 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -1219753 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1219804.750000 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -1219805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1219859.250000 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -1219859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1219914.750000 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -1219915 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1219962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1220019 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1220078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1220136.500000 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -1220136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1220197 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1220252.000000 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -1220252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1220301.625000 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -1220302 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1220345.375000 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -1220345 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1220391.500000 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -1220392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1220441.500000 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -1220442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1220482.500000 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -1220482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1220526.875000 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -1220527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1220581.000000 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -1220581 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1220620.500000 Penalty: 4379.223633
	Iteration 39Q: 3 clusters Score -1220620 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1220661.875000 Penalty: 4379.223633
	Iteration 40F: 3 clusters Score -1220662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1220701.500000 Penalty: 4379.223633
	Iteration 41Q: 3 clusters Score -1220702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1220731.000000 Penalty: 4379.223633
	Iteration 42Q: 3 clusters Score -1220731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1220759.500000 Penalty: 4379.223633
	Iteration 43Q: 3 clusters Score -1220760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1220777.375000 Penalty: 4379.223633
	Iteration 44Q: 3 clusters Score -1220777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1220792.375000 Penalty: 4379.223633
	Iteration 45Q: 3 clusters Score -1220792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1220799.375000 Penalty: 4379.223633
	Iteration 46Q: 3 clusters Score -1220799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1220805.250000 Penalty: 4379.223633
	Iteration 47Q: 3 clusters Score -1220805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1220811.500000 Penalty: 4379.223633
	Iteration 48Q: 3 clusters Score -1220812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1220821.125000 Penalty: 4379.223633
	Iteration 49Q: 3 clusters Score -1220821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1220832.000000 Penalty: 4379.223633
	Iteration 50Q: 3 clusters Score -1220832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1220840.500000 Penalty: 4379.223633
	Iteration 51Q: 3 clusters Score -1220840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1220846.000000 Penalty: 4379.223633
	Iteration 52Q: 3 clusters Score -1220846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1220853.375000 Penalty: 4379.223633
	Iteration 53Q: 3 clusters Score -1220853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1220859.375000 Penalty: 4379.223633
	Iteration 54Q: 3 clusters Score -1220859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1220862.250000 Penalty: 4379.223633
	Iteration 55Q: 3 clusters Score -1220862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1220869.750000 Penalty: 4379.223633
	Iteration 56Q: 3 clusters Score -1220870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1220875.625000 Penalty: 4379.223633
	Iteration 57Q: 3 clusters Score -1220876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1220878.875000 Penalty: 4379.223633
	Iteration 58Q: 3 clusters Score -1220879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1220880.500000 Penalty: 4379.223633
	Iteration 59Q: 3 clusters Score -1220880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1220882.000000 Penalty: 4379.223633
	Iteration 60F: 3 clusters Score -1220882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1220886.500000 Penalty: 4379.223633
	Iteration 61Q: 3 clusters Score -1220886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1220891.875000 Penalty: 4379.223633
	Iteration 62Q: 3 clusters Score -1220892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1220893.875000 Penalty: 4379.223633
	Iteration 63Q: 3 clusters Score -1220894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1220900.000000 Penalty: 4379.223633
	Iteration 64Q: 3 clusters Score -1220900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1220903.125000 Penalty: 4379.223633
	Iteration 65Q: 3 clusters Score -1220903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1220908.125000 Penalty: 4379.223633
	Iteration 66Q: 3 clusters Score -1220908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1220910.750000 Penalty: 4379.223633
	Iteration 67Q: 3 clusters Score -1220911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1220910.625000 Penalty: 4379.223633
	Iteration 68Q: 3 clusters Score -1220911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1220910.125000 Penalty: 4379.223633
	Iteration 69Q: 3 clusters Score -1220910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1220910.500000 Penalty: 4379.223633
	Iteration 70Q: 3 clusters Score -1220910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1220913.625000 Penalty: 4379.223633
	Iteration 71Q: 3 clusters Score -1220914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1220915.625000 Penalty: 4379.223633
	Iteration 72Q: 3 clusters Score -1220916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1220917.375000 Penalty: 4379.223633
	Iteration 73Q: 3 clusters Score -1220917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1220918.500000 Penalty: 4379.223633
	Iteration 74Q: 3 clusters Score -1220918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1220919.000000 Penalty: 4379.223633
	Iteration 75Q: 3 clusters Score -1220919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1220918.500000 Penalty: 4379.223633
	Iteration 76Q: 3 clusters Score -1220918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1220919.375000 Penalty: 4379.223633
	Iteration 77Q: 3 clusters Score -1220919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1220919.500000 Penalty: 4379.223633
	Iteration 78Q: 3 clusters Score -1220920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1220921.250000 Penalty: 4379.223633
	Iteration 79Q: 3 clusters Score -1220921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1220921.125000 Penalty: 4379.223633
	Iteration 80F: 3 clusters Score -1220921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Entering Unmasked Estep 
Score: -2358171.500000 Penalty: 2356.579834
	Iteration 0F: 2 clusters Score -2358172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2348417.250000 Penalty: 4713.159668
	Iteration 0F: 3 clusters Score -2348417 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2351478.750000 Penalty: 4713.159668
	Iteration 1F: 3 clusters Score -2351479 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2351916.500000 Penalty: 4713.159668
	Iteration 2F: 3 clusters Score -2351916 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2352307.000000 Penalty: 4713.159668
	Iteration 3F: 3 clusters Score -2352307 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2352699.000000 Penalty: 4713.159668
	Iteration 4F: 3 clusters Score -2352699 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2353167.750000 Penalty: 4713.159668
	Iteration 5Q: 3 clusters Score -2353168 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2353758.500000 Penalty: 4713.159668
	Iteration 6F: 3 clusters Score -2353758 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2354326.000000 Penalty: 4713.159668
	Iteration 7F: 3 clusters Score -2354326 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2354884.000000 Penalty: 4713.159668
	Iteration 8F: 3 clusters Score -2354884 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2355359.000000 Penalty: 4713.159668
	Iteration 9F: 3 clusters Score -2355359 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2355798.750000 Penalty: 4713.159668
	Iteration 10Q: 3 clusters Score -2355799 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2356186.000000 Penalty: 4713.159668
	Iteration 11Q: 3 clusters Score -2356186 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2356553.750000 Penalty: 4713.159668
	Iteration 12Q: 3 clusters Score -2356554 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2356833.000000 Penalty: 4713.159668
	Iteration 13Q: 3 clusters Score -2356833 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2357060.250000 Penalty: 4713.159668
	Iteration 14Q: 3 clusters Score -2357060 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2357288.750000 Penalty: 4713.159668
	Iteration 15Q: 3 clusters Score -2357289 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2357446.000000 Penalty: 4713.159668
	Iteration 16Q: 3 clusters Score -2357446 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2357561.750000 Penalty: 4713.159668
	Iteration 17Q: 3 clusters Score -2357562 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2357649.750000 Penalty: 4713.159668
	Iteration 18Q: 3 clusters Score -2357650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2357691.000000 Penalty: 4713.159668
	Iteration 19Q: 3 clusters Score -2357691 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2357730.500000 Penalty: 4713.159668
	Iteration 20F: 3 clusters Score -2357730 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2357768.250000 Penalty: 4713.159668
	Iteration 21Q: 3 clusters Score -2357768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2357779.250000 Penalty: 4713.159668
	Iteration 22Q: 3 clusters Score -2357779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2357800.250000 Penalty: 4713.159668
	Iteration 23Q: 3 clusters Score -2357800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2357814.500000 Penalty: 4713.159668
	Iteration 24Q: 3 clusters Score -2357814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2357828.250000 Penalty: 4713.159668
	Iteration 25Q: 3 clusters Score -2357828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2357833.000000 Penalty: 4713.159668
	Iteration 26Q: 3 clusters Score -2357833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2357835.500000 Penalty: 4713.159668
	Iteration 27Q: 3 clusters Score -2357836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2357842.750000 Penalty: 4713.159668
	Iteration 28Q: 3 clusters Score -2357843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2357842.500000 Penalty: 4713.159668
	Iteration 29Q: 3 clusters Score -2357842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2357850.750000 Penalty: 4713.159668
	Iteration 30Q: 3 clusters Score -2357851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2357850.750000 Penalty: 4713.159668
	Iteration 31Q: 3 clusters Score -2357851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2357852.750000 Penalty: 4713.159668
	Iteration 32Q: 3 clusters Score -2357853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2357854.500000 Penalty: 4713.159668
	Iteration 33Q: 3 clusters Score -2357854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2357851.250000 Penalty: 4713.159668
	Iteration 34Q: 3 clusters Score -2357851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2357850.000000 Penalty: 4713.159668
	Iteration 35Q: 3 clusters Score -2357850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2357853.250000 Penalty: 4713.159668
	Iteration 36Q: 3 clusters Score -2357853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2357855.000000 Penalty: 4713.159668
	Iteration 37Q: 3 clusters Score -2357855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2357853.750000 Penalty: 4713.159668
	Iteration 38Q: 3 clusters Score -2357854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2357855.500000 Penalty: 4713.159668
	Iteration 39Q: 3 clusters Score -2357856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2357853.750000 Penalty: 4713.159668
	Iteration 40F: 3 clusters Score -2357854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2357856.500000 Penalty: 4713.159668
	Iteration 41Q: 3 clusters Score -2357856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2357857.500000 Penalty: 4713.159668
	Iteration 42Q: 3 clusters Score -2357858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2357859.750000 Penalty: 4713.159668
	Iteration 43Q: 3 clusters Score -2357860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2357859.750000 Penalty: 4713.159668
	Iteration 44F: 3 clusters Score -2357860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Entering Unmasked Estep 
Score: -8069958.500000 Penalty: 2654.811035
	Iteration 0F: 2 clusters Score -8069958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -8040715.000000 Penalty: 5309.622070
	Iteration 0F: 3 clusters Score -8040715 nChanged 20474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -8052013.000000 Penalty: 5309.622070
	Iteration 1F: 3 clusters Score -8052013 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -8052591.500000 Penalty: 5309.622070
	Iteration 2Q: 3 clusters Score -8052592 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -8053205.000000 Penalty: 5309.622070
	Iteration 3Q: 3 clusters Score -8053205 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -8053839.000000 Penalty: 5309.622070
	Iteration 4Q: 3 clusters Score -8053839 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -8054757.500000 Penalty: 5309.622070
	Iteration 5Q: 3 clusters Score -8054758 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -8056005.000000 Penalty: 5309.622070
	Iteration 6F: 3 clusters Score -8056005 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -8057794.500000 Penalty: 5309.622070
	Iteration 7F: 3 clusters Score -8057794 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -8060025.500000 Penalty: 5309.622070
	Iteration 8F: 3 clusters Score -8060026 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -8062396.000000 Penalty: 5309.622070
	Iteration 9F: 3 clusters Score -8062396 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8064358.000000 Penalty: 5309.622070
	Iteration 10F: 3 clusters Score -8064358 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8065851.000000 Penalty: 5309.622070
	Iteration 11Q: 3 clusters Score -8065851 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8066670.000000 Penalty: 5309.622070
	Iteration 12Q: 3 clusters Score -8066670 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8067082.000000 Penalty: 5309.622070
	Iteration 13Q: 3 clusters Score -8067082 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8067309.500000 Penalty: 5309.622070
	Iteration 14Q: 3 clusters Score -8067310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8067452.500000 Penalty: 5309.622070
	Iteration 15Q: 3 clusters Score -8067452 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8067543.000000 Penalty: 5309.622070
	Iteration 16Q: 3 clusters Score -8067543 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8067596.000000 Penalty: 5309.622070
	Iteration 17Q: 3 clusters Score -8067596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8067622.500000 Penalty: 5309.622070
	Iteration 18Q: 3 clusters Score -8067622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8067660.000000 Penalty: 5309.622070
	Iteration 19Q: 3 clusters Score -8067660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8067689.000000 Penalty: 5309.622070
	Iteration 20F: 3 clusters Score -8067689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8067695.500000 Penalty: 5309.622070
	Iteration 21Q: 3 clusters Score -8067696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8067710.000000 Penalty: 5309.622070
	Iteration 22Q: 3 clusters Score -8067710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8067720.500000 Penalty: 5309.622070
	Iteration 23Q: 3 clusters Score -8067720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8067736.000000 Penalty: 5309.622070
	Iteration 24Q: 3 clusters Score -8067736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8067745.000000 Penalty: 5309.622070
	Iteration 25Q: 3 clusters Score -8067745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8067756.500000 Penalty: 5309.622070
	Iteration 26Q: 3 clusters Score -8067756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8067753.000000 Penalty: 5309.622070
	Iteration 27Q: 3 clusters Score -8067753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8067752.500000 Penalty: 5309.622070
	Iteration 28Q: 3 clusters Score -8067752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8067755.500000 Penalty: 5309.622070
	Iteration 29Q: 3 clusters Score -8067756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8067757.000000 Penalty: 5309.622070
	Iteration 30Q: 3 clusters Score -8067757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8067754.000000 Penalty: 5309.622070
	Iteration 31Q: 3 clusters Score -8067754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8067751.500000 Penalty: 5309.622070
	Iteration 32Q: 3 clusters Score -8067752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8067753.000000 Penalty: 5309.622070
	Iteration 33Q: 3 clusters Score -8067753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8067751.500000 Penalty: 5309.622070
	Iteration 34Q: 3 clusters Score -8067752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8067756.500000 Penalty: 5309.622070
	Iteration 35Q: 3 clusters Score -8067756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8067759.000000 Penalty: 5309.622070
	Iteration 36Q: 3 clusters Score -8067759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8067761.500000 Penalty: 5309.622070
	Iteration 37Q: 3 clusters Score -8067762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8067761.500000 Penalty: 5309.622070
	Iteration 38F: 3 clusters Score -8067762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89530.531250 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89530.53 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89997.640625 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -89997.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90153.062500 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90153.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90238.625000 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -90238.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90321.640625 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -90321.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90358.500000 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90387.335938 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90387.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90422.921875 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -90422.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90444.218750 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -90444.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90451.187500 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -90451.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90451.523438 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -90451.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90451.523438 Penalty: 3207.978516
	Iteration 11F: 3 clusters Score -90451.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Entering Unmasked Estep 
Score: -7289637.000000 Penalty: 2632.340820
	Iteration 0F: 2 clusters Score -7289637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -7262677.500000 Penalty: 5264.681641
	Iteration 0F: 3 clusters Score -7262678 nChanged 18429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -7272654.500000 Penalty: 5264.681641
	Iteration 1F: 3 clusters Score -7272654 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -7273344.000000 Penalty: 5264.681641
	Iteration 2Q: 3 clusters Score -7273344 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -7274087.500000 Penalty: 5264.681641
	Iteration 3Q: 3 clusters Score -7274088 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -7275012.500000 Penalty: 5264.681641
	Iteration 4Q: 3 clusters Score -7275012 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -7276076.000000 Penalty: 5264.681641
	Iteration 5F: 3 clusters Score -7276076 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -7277300.500000 Penalty: 5264.681641
	Iteration 6F: 3 clusters Score -7277300 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -7278675.500000 Penalty: 5264.681641
	Iteration 7F: 3 clusters Score -7278676 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7280264.000000 Penalty: 5264.681641
	Iteration 8F: 3 clusters Score -7280264 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -7281838.500000 Penalty: 5264.681641
	Iteration 9F: 3 clusters Score -7281838 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7283300.500000 Penalty: 5264.681641
	Iteration 10Q: 3 clusters Score -7283300 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7284582.500000 Penalty: 5264.681641
	Iteration 11Q: 3 clusters Score -7284582 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -7285471.500000 Penalty: 5264.681641
	Iteration 12Q: 3 clusters Score -7285472 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -7286022.000000 Penalty: 5264.681641
	Iteration 13Q: 3 clusters Score -7286022 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -7286351.500000 Penalty: 5264.681641
	Iteration 14Q: 3 clusters Score -7286352 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7286637.500000 Penalty: 5264.681641
	Iteration 15Q: 3 clusters Score -7286638 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -7286826.500000 Penalty: 5264.681641
	Iteration 16Q: 3 clusters Score -7286826 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7286974.500000 Penalty: 5264.681641
	Iteration 17Q: 3 clusters Score -7286974 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -7287048.500000 Penalty: 5264.681641
	Iteration 18Q: 3 clusters Score -7287048 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -7287137.000000 Penalty: 5264.681641
	Iteration 19Q: 3 clusters Score -7287137 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7287234.000000 Penalty: 5264.681641
	Iteration 20F: 3 clusters Score -7287234 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7287278.000000 Penalty: 5264.681641
	Iteration 21Q: 3 clusters Score -7287278 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7287337.500000 Penalty: 5264.681641
	Iteration 22Q: 3 clusters Score -7287338 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7287376.000000 Penalty: 5264.681641
	Iteration 23Q: 3 clusters Score -7287376 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -7287417.500000 Penalty: 5264.681641
	Iteration 24Q: 3 clusters Score -7287418 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -7287469.500000 Penalty: 5264.681641
	Iteration 25Q: 3 clusters Score -7287470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -7287496.000000 Penalty: 5264.681641
	Iteration 26Q: 3 clusters Score -7287496 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -7287530.500000 Penalty: 5264.681641
	Iteration 27Q: 3 clusters Score -7287530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -7287543.500000 Penalty: 5264.681641
	Iteration 28Q: 3 clusters Score -7287544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -7287566.500000 Penalty: 5264.681641
	Iteration 29Q: 3 clusters Score -7287566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -7287594.000000 Penalty: 5264.681641
	Iteration 30Q: 3 clusters Score -7287594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -7287615.500000 Penalty: 5264.681641
	Iteration 31Q: 3 clusters Score -7287616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7287628.500000 Penalty: 5264.681641
	Iteration 32Q: 3 clusters Score -7287628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7287640.500000 Penalty: 5264.681641
	Iteration 33Q: 3 clusters Score -7287640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7287637.000000 Penalty: 5264.681641
	Iteration 34Q: 3 clusters Score -7287637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -7287645.500000 Penalty: 5264.681641
	Iteration 35Q: 3 clusters Score -7287646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7287659.000000 Penalty: 5264.681641
	Iteration 36Q: 3 clusters Score -7287659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7287678.000000 Penalty: 5264.681641
	Iteration 37Q: 3 clusters Score -7287678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -7287683.500000 Penalty: 5264.681641
	Iteration 38Q: 3 clusters Score -7287684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7287687.500000 Penalty: 5264.681641
	Iteration 39Q: 3 clusters Score -7287688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7287692.500000 Penalty: 5264.681641
	Iteration 40F: 3 clusters Score -7287692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -7287698.000000 Penalty: 5264.681641
	Iteration 41Q: 3 clusters Score -7287698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7287703.000000 Penalty: 5264.681641
	Iteration 42Q: 3 clusters Score -7287703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -7287713.000000 Penalty: 5264.681641
	Iteration 43Q: 3 clusters Score -7287713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -7287728.500000 Penalty: 5264.681641
	Iteration 44Q: 3 clusters Score -7287728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7287748.500000 Penalty: 5264.681641
	Iteration 45Q: 3 clusters Score -7287748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7287748.500000 Penalty: 5264.681641
	Iteration 46Q: 3 clusters Score -7287748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -7287755.000000 Penalty: 5264.681641
	Iteration 47Q: 3 clusters Score -7287755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7287764.000000 Penalty: 5264.681641
	Iteration 48Q: 3 clusters Score -7287764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7287782.500000 Penalty: 5264.681641
	Iteration 49Q: 3 clusters Score -7287782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -7287776.500000 Penalty: 5264.681641
	Iteration 50Q: 3 clusters Score -7287776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -7287779.000000 Penalty: 5264.681641
	Iteration 51Q: 3 clusters Score -7287779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7287767.500000 Penalty: 5264.681641
	Iteration 52Q: 3 clusters Score -7287768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -7287773.500000 Penalty: 5264.681641
	Iteration 53Q: 3 clusters Score -7287774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -7287764.500000 Penalty: 5264.681641
	Iteration 54Q: 3 clusters Score -7287764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7287774.500000 Penalty: 5264.681641
	Iteration 55Q: 3 clusters Score -7287774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7287769.500000 Penalty: 5264.681641
	Iteration 56Q: 3 clusters Score -7287770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7287769.500000 Penalty: 5264.681641
	Iteration 57F: 3 clusters Score -7287770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Entering Unmasked Estep 
Score: -1559692.125000 Penalty: 2252.461670
	Iteration 0F: 2 clusters Score -1559692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1552794.375000 Penalty: 4504.923340
	Iteration 0F: 3 clusters Score -1552794 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1554689.625000 Penalty: 4504.923340
	Iteration 1F: 3 clusters Score -1554690 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1554947.625000 Penalty: 4504.923340
	Iteration 2F: 3 clusters Score -1554948 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1555130.125000 Penalty: 4504.923340
	Iteration 3Q: 3 clusters Score -1555130 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1555294.250000 Penalty: 4504.923340
	Iteration 4Q: 3 clusters Score -1555294 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1555427.375000 Penalty: 4504.923340
	Iteration 5Q: 3 clusters Score -1555427 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1555549.000000 Penalty: 4504.923340
	Iteration 6Q: 3 clusters Score -1555549 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1555659.000000 Penalty: 4504.923340
	Iteration 7Q: 3 clusters Score -1555659 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1555762.625000 Penalty: 4504.923340
	Iteration 8Q: 3 clusters Score -1555763 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1555859.625000 Penalty: 4504.923340
	Iteration 9Q: 3 clusters Score -1555860 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1555966.875000 Penalty: 4504.923340
	Iteration 10Q: 3 clusters Score -1555967 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1556082.875000 Penalty: 4504.923340
	Iteration 11Q: 3 clusters Score -1556083 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1556204.750000 Penalty: 4504.923340
	Iteration 12Q: 3 clusters Score -1556205 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1556311.125000 Penalty: 4504.923340
	Iteration 13Q: 3 clusters Score -1556311 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1556435.625000 Penalty: 4504.923340
	Iteration 14Q: 3 clusters Score -1556436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1556564.375000 Penalty: 4504.923340
	Iteration 15Q: 3 clusters Score -1556564 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1556685.125000 Penalty: 4504.923340
	Iteration 16Q: 3 clusters Score -1556685 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1556834.000000 Penalty: 4504.923340
	Iteration 17Q: 3 clusters Score -1556834 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1556981.875000 Penalty: 4504.923340
	Iteration 18Q: 3 clusters Score -1556982 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1557113.000000 Penalty: 4504.923340
	Iteration 19Q: 3 clusters Score -1557113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1557220.875000 Penalty: 4504.923340
	Iteration 20F: 3 clusters Score -1557221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1557309.750000 Penalty: 4504.923340
	Iteration 21Q: 3 clusters Score -1557310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1557395.375000 Penalty: 4504.923340
	Iteration 22Q: 3 clusters Score -1557395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1557458.250000 Penalty: 4504.923340
	Iteration 23Q: 3 clusters Score -1557458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1557499.000000 Penalty: 4504.923340
	Iteration 24Q: 3 clusters Score -1557499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1557535.875000 Penalty: 4504.923340
	Iteration 25Q: 3 clusters Score -1557536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1557572.250000 Penalty: 4504.923340
	Iteration 26Q: 3 clusters Score -1557572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1557605.500000 Penalty: 4504.923340
	Iteration 27Q: 3 clusters Score -1557606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1557627.125000 Penalty: 4504.923340
	Iteration 28Q: 3 clusters Score -1557627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1557645.875000 Penalty: 4504.923340
	Iteration 29Q: 3 clusters Score -1557646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1557672.000000 Penalty: 4504.923340
	Iteration 30Q: 3 clusters Score -1557672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1557686.000000 Penalty: 4504.923340
	Iteration 31Q: 3 clusters Score -1557686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1557697.000000 Penalty: 4504.923340
	Iteration 32Q: 3 clusters Score -1557697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1557707.375000 Penalty: 4504.923340
	Iteration 33Q: 3 clusters Score -1557707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1557711.125000 Penalty: 4504.923340
	Iteration 34Q: 3 clusters Score -1557711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1557719.875000 Penalty: 4504.923340
	Iteration 35Q: 3 clusters Score -1557720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1557725.625000 Penalty: 4504.923340
	Iteration 36Q: 3 clusters Score -1557726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1557733.875000 Penalty: 4504.923340
	Iteration 37Q: 3 clusters Score -1557734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1557738.750000 Penalty: 4504.923340
	Iteration 38Q: 3 clusters Score -1557739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1557744.625000 Penalty: 4504.923340
	Iteration 39Q: 3 clusters Score -1557745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1557752.875000 Penalty: 4504.923340
	Iteration 40F: 3 clusters Score -1557753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1557762.875000 Penalty: 4504.923340
	Iteration 41Q: 3 clusters Score -1557763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1557764.375000 Penalty: 4504.923340
	Iteration 42Q: 3 clusters Score -1557764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1557773.375000 Penalty: 4504.923340
	Iteration 43Q: 3 clusters Score -1557773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1557778.875000 Penalty: 4504.923340
	Iteration 44Q: 3 clusters Score -1557779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1557786.875000 Penalty: 4504.923340
	Iteration 45Q: 3 clusters Score -1557787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1557791.625000 Penalty: 4504.923340
	Iteration 46Q: 3 clusters Score -1557792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1557796.750000 Penalty: 4504.923340
	Iteration 47Q: 3 clusters Score -1557797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1557804.125000 Penalty: 4504.923340
	Iteration 48Q: 3 clusters Score -1557804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1557807.500000 Penalty: 4504.923340
	Iteration 49Q: 3 clusters Score -1557808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1557815.375000 Penalty: 4504.923340
	Iteration 50Q: 3 clusters Score -1557815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1557820.125000 Penalty: 4504.923340
	Iteration 51Q: 3 clusters Score -1557820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1557819.875000 Penalty: 4504.923340
	Iteration 52Q: 3 clusters Score -1557820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1557825.500000 Penalty: 4504.923340
	Iteration 53Q: 3 clusters Score -1557826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1557826.250000 Penalty: 4504.923340
	Iteration 54Q: 3 clusters Score -1557826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1557826.375000 Penalty: 4504.923340
	Iteration 55Q: 3 clusters Score -1557826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1557826.375000 Penalty: 4504.923340
	Iteration 56F: 3 clusters Score -1557826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Entering Unmasked Estep 
Score: -8289997.000000 Penalty: 2666.106201
	Iteration 0F: 2 clusters Score -8289997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -8259664.500000 Penalty: 5332.212402
	Iteration 0F: 3 clusters Score -8259664 nChanged 21587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -8271698.000000 Penalty: 5332.212402
	Iteration 1F: 3 clusters Score -8271698 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -8272239.500000 Penalty: 5332.212402
	Iteration 2Q: 3 clusters Score -8272240 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -8272721.500000 Penalty: 5332.212402
	Iteration 3Q: 3 clusters Score -8272722 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -8273297.500000 Penalty: 5332.212402
	Iteration 4Q: 3 clusters Score -8273298 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -8274212.500000 Penalty: 5332.212402
	Iteration 5Q: 3 clusters Score -8274212 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -8275649.500000 Penalty: 5332.212402
	Iteration 6F: 3 clusters Score -8275650 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -8277911.500000 Penalty: 5332.212402
	Iteration 7F: 3 clusters Score -8277912 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -8281097.500000 Penalty: 5332.212402
	Iteration 8F: 3 clusters Score -8281098 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -8284345.000000 Penalty: 5332.212402
	Iteration 9F: 3 clusters Score -8284345 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8286244.500000 Penalty: 5332.212402
	Iteration 10F: 3 clusters Score -8286244 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8287116.000000 Penalty: 5332.212402
	Iteration 11Q: 3 clusters Score -8287116 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8287487.000000 Penalty: 5332.212402
	Iteration 12Q: 3 clusters Score -8287487 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8287662.500000 Penalty: 5332.212402
	Iteration 13Q: 3 clusters Score -8287662 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8287752.500000 Penalty: 5332.212402
	Iteration 14Q: 3 clusters Score -8287752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8287827.500000 Penalty: 5332.212402
	Iteration 15Q: 3 clusters Score -8287828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -8287875.000000 Penalty: 5332.212402
	Iteration 16Q: 3 clusters Score -8287875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -8287910.500000 Penalty: 5332.212402
	Iteration 17Q: 3 clusters Score -8287910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -8287933.000000 Penalty: 5332.212402
	Iteration 18Q: 3 clusters Score -8287933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -8287943.000000 Penalty: 5332.212402
	Iteration 19Q: 3 clusters Score -8287943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8287970.000000 Penalty: 5332.212402
	Iteration 20F: 3 clusters Score -8287970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8287977.500000 Penalty: 5332.212402
	Iteration 21Q: 3 clusters Score -8287978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8287976.500000 Penalty: 5332.212402
	Iteration 22Q: 3 clusters Score -8287976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8287971.500000 Penalty: 5332.212402
	Iteration 23Q: 3 clusters Score -8287972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8287982.000000 Penalty: 5332.212402
	Iteration 24Q: 3 clusters Score -8287982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8287984.000000 Penalty: 5332.212402
	Iteration 25Q: 3 clusters Score -8287984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8287981.000000 Penalty: 5332.212402
	Iteration 26Q: 3 clusters Score -8287981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8287978.500000 Penalty: 5332.212402
	Iteration 27Q: 3 clusters Score -8287978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8287983.500000 Penalty: 5332.212402
	Iteration 28Q: 3 clusters Score -8287984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8287983.500000 Penalty: 5332.212402
	Iteration 29F: 3 clusters Score -8287984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Entering Unmasked Estep 
Score: -7083314.000000 Penalty: 2625.310059
	Iteration 0F: 2 clusters Score -7083314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -7056611.000000 Penalty: 5250.620117
	Iteration 0F: 3 clusters Score -7056611 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -7066424.500000 Penalty: 5250.620117
	Iteration 1F: 3 clusters Score -7066424 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -7066969.000000 Penalty: 5250.620117
	Iteration 2Q: 3 clusters Score -7066969 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -7067368.500000 Penalty: 5250.620117
	Iteration 3Q: 3 clusters Score -7067368 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -7067782.500000 Penalty: 5250.620117
	Iteration 4Q: 3 clusters Score -7067782 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -7068135.500000 Penalty: 5250.620117
	Iteration 5Q: 3 clusters Score -7068136 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -7068450.500000 Penalty: 5250.620117
	Iteration 6Q: 3 clusters Score -7068450 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -7068815.500000 Penalty: 5250.620117
	Iteration 7Q: 3 clusters Score -7068816 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -7069279.500000 Penalty: 5250.620117
	Iteration 8Q: 3 clusters Score -7069280 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -7070033.500000 Penalty: 5250.620117
	Iteration 9Q: 3 clusters Score -7070034 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -7071063.500000 Penalty: 5250.620117
	Iteration 10Q: 3 clusters Score -7071064 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -7072390.500000 Penalty: 5250.620117
	Iteration 11F: 3 clusters Score -7072390 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -7074210.500000 Penalty: 5250.620117
	Iteration 12F: 3 clusters Score -7074210 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7076001.000000 Penalty: 5250.620117
	Iteration 13F: 3 clusters Score -7076001 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -7077532.500000 Penalty: 5250.620117
	Iteration 14Q: 3 clusters Score -7077532 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7078733.500000 Penalty: 5250.620117
	Iteration 15Q: 3 clusters Score -7078734 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7079480.000000 Penalty: 5250.620117
	Iteration 16Q: 3 clusters Score -7079480 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7079984.000000 Penalty: 5250.620117
	Iteration 17Q: 3 clusters Score -7079984 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7080374.500000 Penalty: 5250.620117
	Iteration 18Q: 3 clusters Score -7080374 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7080565.500000 Penalty: 5250.620117
	Iteration 19Q: 3 clusters Score -7080566 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7080719.500000 Penalty: 5250.620117
	Iteration 20F: 3 clusters Score -7080720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7080801.000000 Penalty: 5250.620117
	Iteration 21Q: 3 clusters Score -7080801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7080837.000000 Penalty: 5250.620117
	Iteration 22Q: 3 clusters Score -7080837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7080866.500000 Penalty: 5250.620117
	Iteration 23Q: 3 clusters Score -7080866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7080917.000000 Penalty: 5250.620117
	Iteration 24Q: 3 clusters Score -7080917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7080941.000000 Penalty: 5250.620117
	Iteration 25Q: 3 clusters Score -7080941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7080971.000000 Penalty: 5250.620117
	Iteration 26Q: 3 clusters Score -7080971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7080989.000000 Penalty: 5250.620117
	Iteration 27Q: 3 clusters Score -7080989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7080992.000000 Penalty: 5250.620117
	Iteration 28Q: 3 clusters Score -7080992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7081003.500000 Penalty: 5250.620117
	Iteration 29Q: 3 clusters Score -7081004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7081015.000000 Penalty: 5250.620117
	Iteration 30Q: 3 clusters Score -7081015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7081006.000000 Penalty: 5250.620117
	Iteration 31Q: 3 clusters Score -7081006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7081011.000000 Penalty: 5250.620117
	Iteration 32Q: 3 clusters Score -7081011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7081019.500000 Penalty: 5250.620117
	Iteration 33Q: 3 clusters Score -7081020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7081028.500000 Penalty: 5250.620117
	Iteration 34Q: 3 clusters Score -7081028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7081021.000000 Penalty: 5250.620117
	Iteration 35Q: 3 clusters Score -7081021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7081026.000000 Penalty: 5250.620117
	Iteration 36Q: 3 clusters Score -7081026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7081025.500000 Penalty: 5250.620117
	Iteration 37Q: 3 clusters Score -7081026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7081025.500000 Penalty: 5250.620117
	Iteration 38F: 3 clusters Score -7081026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (40662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Entering Unmasked Estep 
Score: -7339331.000000 Penalty: 2632.036377
	Iteration 0F: 2 clusters Score -7339331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -7312076.500000 Penalty: 5264.072754
	Iteration 0F: 3 clusters Score -7312076 nChanged 18529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -7322148.500000 Penalty: 5264.072754
	Iteration 1F: 3 clusters Score -7322148 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -7322622.000000 Penalty: 5264.072754
	Iteration 2Q: 3 clusters Score -7322622 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -7323047.500000 Penalty: 5264.072754
	Iteration 3Q: 3 clusters Score -7323048 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -7323422.000000 Penalty: 5264.072754
	Iteration 4Q: 3 clusters Score -7323422 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -7323799.000000 Penalty: 5264.072754
	Iteration 5Q: 3 clusters Score -7323799 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -7324243.000000 Penalty: 5264.072754
	Iteration 6Q: 3 clusters Score -7324243 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -7324893.000000 Penalty: 5264.072754
	Iteration 7Q: 3 clusters Score -7324893 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -7325786.000000 Penalty: 5264.072754
	Iteration 8Q: 3 clusters Score -7325786 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -7327190.500000 Penalty: 5264.072754
	Iteration 9F: 3 clusters Score -7327190 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -7329210.000000 Penalty: 5264.072754
	Iteration 10F: 3 clusters Score -7329210 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -7331693.500000 Penalty: 5264.072754
	Iteration 11F: 3 clusters Score -7331694 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -7334015.500000 Penalty: 5264.072754
	Iteration 12F: 3 clusters Score -7334016 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7335494.000000 Penalty: 5264.072754
	Iteration 13Q: 3 clusters Score -7335494 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7336299.500000 Penalty: 5264.072754
	Iteration 14Q: 3 clusters Score -7336300 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7336651.500000 Penalty: 5264.072754
	Iteration 15Q: 3 clusters Score -7336652 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7336805.500000 Penalty: 5264.072754
	Iteration 16Q: 3 clusters Score -7336806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7336893.000000 Penalty: 5264.072754
	Iteration 17Q: 3 clusters Score -7336893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7336937.500000 Penalty: 5264.072754
	Iteration 18Q: 3 clusters Score -7336938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7336979.000000 Penalty: 5264.072754
	Iteration 19Q: 3 clusters Score -7336979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7336993.500000 Penalty: 5264.072754
	Iteration 20F: 3 clusters Score -7336994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7337008.500000 Penalty: 5264.072754
	Iteration 21Q: 3 clusters Score -7337008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7337018.000000 Penalty: 5264.072754
	Iteration 22Q: 3 clusters Score -7337018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7337021.000000 Penalty: 5264.072754
	Iteration 23Q: 3 clusters Score -7337021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7337019.500000 Penalty: 5264.072754
	Iteration 24Q: 3 clusters Score -7337020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7337025.500000 Penalty: 5264.072754
	Iteration 25Q: 3 clusters Score -7337026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7337032.500000 Penalty: 5264.072754
	Iteration 26Q: 3 clusters Score -7337032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7337042.500000 Penalty: 5264.072754
	Iteration 27Q: 3 clusters Score -7337042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7337047.000000 Penalty: 5264.072754
	Iteration 28Q: 3 clusters Score -7337047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7337056.500000 Penalty: 5264.072754
	Iteration 29Q: 3 clusters Score -7337056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7337056.500000 Penalty: 5264.072754
	Iteration 30F: 3 clusters Score -7337056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Entering Unmasked Estep 
Score: -8324753.500000 Penalty: 2663.299316
	Iteration 0F: 2 clusters Score -8324754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8294886.000000 Penalty: 5326.598633
	Iteration 0F: 3 clusters Score -8294886 nChanged 21238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -8306554.500000 Penalty: 5326.598633
	Iteration 1F: 3 clusters Score -8306554 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -8306968.000000 Penalty: 5326.598633
	Iteration 2Q: 3 clusters Score -8306968 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -8307403.500000 Penalty: 5326.598633
	Iteration 3Q: 3 clusters Score -8307404 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -8307805.500000 Penalty: 5326.598633
	Iteration 4Q: 3 clusters Score -8307806 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -8308207.000000 Penalty: 5326.598633
	Iteration 5Q: 3 clusters Score -8308207 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8308632.000000 Penalty: 5326.598633
	Iteration 6Q: 3 clusters Score -8308632 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8309086.000000 Penalty: 5326.598633
	Iteration 7Q: 3 clusters Score -8309086 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -8309692.000000 Penalty: 5326.598633
	Iteration 8Q: 3 clusters Score -8309692 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -8310339.000000 Penalty: 5326.598633
	Iteration 9Q: 3 clusters Score -8310339 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -8311040.000000 Penalty: 5326.598633
	Iteration 10Q: 3 clusters Score -8311040 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8311790.000000 Penalty: 5326.598633
	Iteration 11Q: 3 clusters Score -8311790 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -8312531.000000 Penalty: 5326.598633
	Iteration 12Q: 3 clusters Score -8312531 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -8313229.500000 Penalty: 5326.598633
	Iteration 13Q: 3 clusters Score -8313230 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -8313988.000000 Penalty: 5326.598633
	Iteration 14Q: 3 clusters Score -8313988 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -8314894.500000 Penalty: 5326.598633
	Iteration 15Q: 3 clusters Score -8314894 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -8315943.000000 Penalty: 5326.598633
	Iteration 16Q: 3 clusters Score -8315943 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -8317218.500000 Penalty: 5326.598633
	Iteration 17Q: 3 clusters Score -8317218 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -8318607.500000 Penalty: 5326.598633
	Iteration 18Q: 3 clusters Score -8318608 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -8319881.500000 Penalty: 5326.598633
	Iteration 19Q: 3 clusters Score -8319882 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8320846.500000 Penalty: 5326.598633
	Iteration 20F: 3 clusters Score -8320846 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8321495.000000 Penalty: 5326.598633
	Iteration 21Q: 3 clusters Score -8321495 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8321936.000000 Penalty: 5326.598633
	Iteration 22Q: 3 clusters Score -8321936 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8322208.500000 Penalty: 5326.598633
	Iteration 23Q: 3 clusters Score -8322208 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8322371.000000 Penalty: 5326.598633
	Iteration 24Q: 3 clusters Score -8322371 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8322424.500000 Penalty: 5326.598633
	Iteration 25Q: 3 clusters Score -8322424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8322474.500000 Penalty: 5326.598633
	Iteration 26Q: 3 clusters Score -8322474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8322521.000000 Penalty: 5326.598633
	Iteration 27Q: 3 clusters Score -8322521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8322552.500000 Penalty: 5326.598633
	Iteration 28Q: 3 clusters Score -8322552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8322596.500000 Penalty: 5326.598633
	Iteration 29Q: 3 clusters Score -8322596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8322622.500000 Penalty: 5326.598633
	Iteration 30Q: 3 clusters Score -8322622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8322630.000000 Penalty: 5326.598633
	Iteration 31Q: 3 clusters Score -8322630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8322633.500000 Penalty: 5326.598633
	Iteration 32Q: 3 clusters Score -8322634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8322645.000000 Penalty: 5326.598633
	Iteration 33Q: 3 clusters Score -8322645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8322653.000000 Penalty: 5326.598633
	Iteration 34Q: 3 clusters Score -8322653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8322657.500000 Penalty: 5326.598633
	Iteration 35Q: 3 clusters Score -8322658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8322671.500000 Penalty: 5326.598633
	Iteration 36Q: 3 clusters Score -8322672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8322663.500000 Penalty: 5326.598633
	Iteration 37Q: 3 clusters Score -8322664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8322671.000000 Penalty: 5326.598633
	Iteration 38Q: 3 clusters Score -8322671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8322671.500000 Penalty: 5326.598633
	Iteration 39Q: 3 clusters Score -8322672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8322674.000000 Penalty: 5326.598633
	Iteration 40F: 3 clusters Score -8322674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8322695.000000 Penalty: 5326.598633
	Iteration 41Q: 3 clusters Score -8322695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8322706.500000 Penalty: 5326.598633
	Iteration 42Q: 3 clusters Score -8322706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8322706.500000 Penalty: 5326.598633
	Iteration 43Q: 3 clusters Score -8322706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8322708.000000 Penalty: 5326.598633
	Iteration 44Q: 3 clusters Score -8322708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8322717.000000 Penalty: 5326.598633
	Iteration 45Q: 3 clusters Score -8322717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8322719.000000 Penalty: 5326.598633
	Iteration 46Q: 3 clusters Score -8322719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8322727.500000 Penalty: 5326.598633
	Iteration 47Q: 3 clusters Score -8322728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8322735.500000 Penalty: 5326.598633
	Iteration 48Q: 3 clusters Score -8322736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8322735.000000 Penalty: 5326.598633
	Iteration 49Q: 3 clusters Score -8322735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8322735.000000 Penalty: 5326.598633
	Iteration 50F: 3 clusters Score -8322735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Entering Unmasked Estep 
Score: -1036301.562500 Penalty: 2153.815186
	Iteration 0F: 2 clusters Score -1036302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1031353.062500 Penalty: 4307.630371
	Iteration 0F: 3 clusters Score -1031353 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1032812.875000 Penalty: 4307.630371
	Iteration 1F: 3 clusters Score -1032813 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1033250.187500 Penalty: 4307.630371
	Iteration 2F: 3 clusters Score -1033250 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1033609.937500 Penalty: 4307.630371
	Iteration 3F: 3 clusters Score -1033610 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1033908.875000 Penalty: 4307.630371
	Iteration 4F: 3 clusters Score -1033909 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1034152.562500 Penalty: 4307.630371
	Iteration 5F: 3 clusters Score -1034153 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1034381.500000 Penalty: 4307.630371
	Iteration 6Q: 3 clusters Score -1034382 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1034554.250000 Penalty: 4307.630371
	Iteration 7Q: 3 clusters Score -1034554 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1034686.750000 Penalty: 4307.630371
	Iteration 8Q: 3 clusters Score -1034687 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1034775.562500 Penalty: 4307.630371
	Iteration 9Q: 3 clusters Score -1034776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1034826.875000 Penalty: 4307.630371
	Iteration 10Q: 3 clusters Score -1034827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1034870.625000 Penalty: 4307.630371
	Iteration 11Q: 3 clusters Score -1034871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1034911.125000 Penalty: 4307.630371
	Iteration 12Q: 3 clusters Score -1034911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1034939.437500 Penalty: 4307.630371
	Iteration 13Q: 3 clusters Score -1034939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1034952.437500 Penalty: 4307.630371
	Iteration 14Q: 3 clusters Score -1034952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1034958.500000 Penalty: 4307.630371
	Iteration 15Q: 3 clusters Score -1034958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1034965.687500 Penalty: 4307.630371
	Iteration 16Q: 3 clusters Score -1034966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1034968.500000 Penalty: 4307.630371
	Iteration 17Q: 3 clusters Score -1034968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1034971.187500 Penalty: 4307.630371
	Iteration 18Q: 3 clusters Score -1034971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1034971.375000 Penalty: 4307.630371
	Iteration 19Q: 3 clusters Score -1034971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1034974.187500 Penalty: 4307.630371
	Iteration 20F: 3 clusters Score -1034974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1034975.812500 Penalty: 4307.630371
	Iteration 21Q: 3 clusters Score -1034976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1034975.812500 Penalty: 4307.630371
	Iteration 22Q: 3 clusters Score -1034976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1034975.000000 Penalty: 4307.630371
	Iteration 23Q: 3 clusters Score -1034975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1034976.187500 Penalty: 4307.630371
	Iteration 24Q: 3 clusters Score -1034976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1034976.187500 Penalty: 4307.630371
	Iteration 25F: 3 clusters Score -1034976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Entering Unmasked Estep 
Score: -6285088.500000 Penalty: 2596.980469
	Iteration 0F: 2 clusters Score -6285088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -6261114.000000 Penalty: 5193.960938
	Iteration 0F: 3 clusters Score -6261114 nChanged 16046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6269817.000000 Penalty: 5193.960938
	Iteration 1F: 3 clusters Score -6269817 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -6270359.000000 Penalty: 5193.960938
	Iteration 2Q: 3 clusters Score -6270359 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -6270880.000000 Penalty: 5193.960938
	Iteration 3Q: 3 clusters Score -6270880 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -6271531.000000 Penalty: 5193.960938
	Iteration 4Q: 3 clusters Score -6271531 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6272321.000000 Penalty: 5193.960938
	Iteration 5Q: 3 clusters Score -6272321 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6273380.000000 Penalty: 5193.960938
	Iteration 6Q: 3 clusters Score -6273380 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -6274731.500000 Penalty: 5193.960938
	Iteration 7F: 3 clusters Score -6274732 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -6276111.000000 Penalty: 5193.960938
	Iteration 8F: 3 clusters Score -6276111 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -6277472.000000 Penalty: 5193.960938
	Iteration 9F: 3 clusters Score -6277472 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -6278772.000000 Penalty: 5193.960938
	Iteration 10Q: 3 clusters Score -6278772 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -6279845.500000 Penalty: 5193.960938
	Iteration 11Q: 3 clusters Score -6279846 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -6280664.500000 Penalty: 5193.960938
	Iteration 12Q: 3 clusters Score -6280664 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -6281370.500000 Penalty: 5193.960938
	Iteration 13Q: 3 clusters Score -6281370 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6281888.000000 Penalty: 5193.960938
	Iteration 14Q: 3 clusters Score -6281888 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6282240.000000 Penalty: 5193.960938
	Iteration 15Q: 3 clusters Score -6282240 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -6282430.500000 Penalty: 5193.960938
	Iteration 16Q: 3 clusters Score -6282430 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -6282569.500000 Penalty: 5193.960938
	Iteration 17Q: 3 clusters Score -6282570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -6282637.500000 Penalty: 5193.960938
	Iteration 18Q: 3 clusters Score -6282638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -6282699.000000 Penalty: 5193.960938
	Iteration 19Q: 3 clusters Score -6282699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6282710.000000 Penalty: 5193.960938
	Iteration 20F: 3 clusters Score -6282710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6282743.500000 Penalty: 5193.960938
	Iteration 21Q: 3 clusters Score -6282744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -6282756.500000 Penalty: 5193.960938
	Iteration 22Q: 3 clusters Score -6282756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -6282768.500000 Penalty: 5193.960938
	Iteration 23Q: 3 clusters Score -6282768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -6282782.000000 Penalty: 5193.960938
	Iteration 24Q: 3 clusters Score -6282782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -6282788.500000 Penalty: 5193.960938
	Iteration 25Q: 3 clusters Score -6282788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -6282810.500000 Penalty: 5193.960938
	Iteration 26Q: 3 clusters Score -6282810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -6282817.000000 Penalty: 5193.960938
	Iteration 27Q: 3 clusters Score -6282817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -6282817.500000 Penalty: 5193.960938
	Iteration 28Q: 3 clusters Score -6282818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -6282820.500000 Penalty: 5193.960938
	Iteration 29Q: 3 clusters Score -6282820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6282840.000000 Penalty: 5193.960938
	Iteration 30Q: 3 clusters Score -6282840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -6282847.000000 Penalty: 5193.960938
	Iteration 31Q: 3 clusters Score -6282847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -6282845.500000 Penalty: 5193.960938
	Iteration 32Q: 3 clusters Score -6282846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -6282847.000000 Penalty: 5193.960938
	Iteration 33Q: 3 clusters Score -6282847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -6282847.000000 Penalty: 5193.960938
	Iteration 34F: 3 clusters Score -6282847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Entering Unmasked Estep 
Score: -7850270.000000 Penalty: 2647.464844
	Iteration 0F: 2 clusters Score -7850270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -7821841.500000 Penalty: 5294.929688
	Iteration 0F: 3 clusters Score -7821842 nChanged 19915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7832640.500000 Penalty: 5294.929688
	Iteration 1F: 3 clusters Score -7832640 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -7833155.000000 Penalty: 5294.929688
	Iteration 2Q: 3 clusters Score -7833155 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7833642.000000 Penalty: 5294.929688
	Iteration 3Q: 3 clusters Score -7833642 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -7834078.500000 Penalty: 5294.929688
	Iteration 4Q: 3 clusters Score -7834078 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -7834519.000000 Penalty: 5294.929688
	Iteration 5Q: 3 clusters Score -7834519 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -7835065.000000 Penalty: 5294.929688
	Iteration 6Q: 3 clusters Score -7835065 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -7835671.500000 Penalty: 5294.929688
	Iteration 7Q: 3 clusters Score -7835672 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -7836468.000000 Penalty: 5294.929688
	Iteration 8Q: 3 clusters Score -7836468 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -7837538.000000 Penalty: 5294.929688
	Iteration 9Q: 3 clusters Score -7837538 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -7838986.500000 Penalty: 5294.929688
	Iteration 10F: 3 clusters Score -7838986 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -7840647.500000 Penalty: 5294.929688
	Iteration 11F: 3 clusters Score -7840648 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -7842325.000000 Penalty: 5294.929688
	Iteration 12Q: 3 clusters Score -7842325 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -7843726.500000 Penalty: 5294.929688
	Iteration 13Q: 3 clusters Score -7843726 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -7844698.000000 Penalty: 5294.929688
	Iteration 14Q: 3 clusters Score -7844698 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -7845364.000000 Penalty: 5294.929688
	Iteration 15Q: 3 clusters Score -7845364 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -7845831.500000 Penalty: 5294.929688
	Iteration 16Q: 3 clusters Score -7845832 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -7846178.500000 Penalty: 5294.929688
	Iteration 17Q: 3 clusters Score -7846178 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -7846562.500000 Penalty: 5294.929688
	Iteration 18Q: 3 clusters Score -7846562 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -7846824.500000 Penalty: 5294.929688
	Iteration 19Q: 3 clusters Score -7846824 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7847081.500000 Penalty: 5294.929688
	Iteration 20F: 3 clusters Score -7847082 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7847273.000000 Penalty: 5294.929688
	Iteration 21Q: 3 clusters Score -7847273 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -7847425.000000 Penalty: 5294.929688
	Iteration 22Q: 3 clusters Score -7847425 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -7847561.500000 Penalty: 5294.929688
	Iteration 23Q: 3 clusters Score -7847562 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -7847672.000000 Penalty: 5294.929688
	Iteration 24Q: 3 clusters Score -7847672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -7847737.500000 Penalty: 5294.929688
	Iteration 25Q: 3 clusters Score -7847738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7847812.500000 Penalty: 5294.929688
	Iteration 26Q: 3 clusters Score -7847812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7847855.500000 Penalty: 5294.929688
	Iteration 27Q: 3 clusters Score -7847856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -7847916.500000 Penalty: 5294.929688
	Iteration 28Q: 3 clusters Score -7847916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -7847938.000000 Penalty: 5294.929688
	Iteration 29Q: 3 clusters Score -7847938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -7847973.000000 Penalty: 5294.929688
	Iteration 30Q: 3 clusters Score -7847973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -7848005.500000 Penalty: 5294.929688
	Iteration 31Q: 3 clusters Score -7848006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -7848030.000000 Penalty: 5294.929688
	Iteration 32Q: 3 clusters Score -7848030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -7848038.000000 Penalty: 5294.929688
	Iteration 33Q: 3 clusters Score -7848038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -7848054.000000 Penalty: 5294.929688
	Iteration 34Q: 3 clusters Score -7848054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -7848076.500000 Penalty: 5294.929688
	Iteration 35Q: 3 clusters Score -7848076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -7848081.500000 Penalty: 5294.929688
	Iteration 36Q: 3 clusters Score -7848082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -7848083.000000 Penalty: 5294.929688
	Iteration 37Q: 3 clusters Score -7848083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -7848086.500000 Penalty: 5294.929688
	Iteration 38Q: 3 clusters Score -7848086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -7848095.500000 Penalty: 5294.929688
	Iteration 39Q: 3 clusters Score -7848096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -7848095.500000 Penalty: 5294.929688
	Iteration 40F: 3 clusters Score -7848096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -7848104.000000 Penalty: 5294.929688
	Iteration 41Q: 3 clusters Score -7848104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -7848107.500000 Penalty: 5294.929688
	Iteration 42Q: 3 clusters Score -7848108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -7848115.000000 Penalty: 5294.929688
	Iteration 43Q: 3 clusters Score -7848115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -7848115.000000 Penalty: 5294.929688
	Iteration 44Q: 3 clusters Score -7848115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -7848112.500000 Penalty: 5294.929688
	Iteration 45Q: 3 clusters Score -7848112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -7848124.000000 Penalty: 5294.929688
	Iteration 46Q: 3 clusters Score -7848124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -7848135.000000 Penalty: 5294.929688
	Iteration 47Q: 3 clusters Score -7848135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -7848135.500000 Penalty: 5294.929688
	Iteration 48Q: 3 clusters Score -7848136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -7848129.500000 Penalty: 5294.929688
	Iteration 49Q: 3 clusters Score -7848130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -7848142.000000 Penalty: 5294.929688
	Iteration 50Q: 3 clusters Score -7848142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -7848139.500000 Penalty: 5294.929688
	Iteration 51Q: 3 clusters Score -7848140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -7848142.500000 Penalty: 5294.929688
	Iteration 52Q: 3 clusters Score -7848142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -7848137.000000 Penalty: 5294.929688
	Iteration 53Q: 3 clusters Score -7848137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -7848146.000000 Penalty: 5294.929688
	Iteration 54Q: 3 clusters Score -7848146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -7848146.500000 Penalty: 5294.929688
	Iteration 55Q: 3 clusters Score -7848146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -7848139.000000 Penalty: 5294.929688
	Iteration 56Q: 3 clusters Score -7848139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -7848146.000000 Penalty: 5294.929688
	Iteration 57Q: 3 clusters Score -7848146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -7848153.500000 Penalty: 5294.929688
	Iteration 58Q: 3 clusters Score -7848154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -7848151.500000 Penalty: 5294.929688
	Iteration 59Q: 3 clusters Score -7848152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -7848152.000000 Penalty: 5294.929688
	Iteration 60F: 3 clusters Score -7848152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -7848154.000000 Penalty: 5294.929688
	Iteration 61Q: 3 clusters Score -7848154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -7848158.000000 Penalty: 5294.929688
	Iteration 62Q: 3 clusters Score -7848158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -7848158.000000 Penalty: 5294.929688
	Iteration 63Q: 3 clusters Score -7848158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -7848158.000000 Penalty: 5294.929688
	Iteration 64F: 3 clusters Score -7848158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Entering Unmasked Estep 
Score: -7769227.000000 Penalty: 2642.538818
	Iteration 0F: 2 clusters Score -7769227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7741611.000000 Penalty: 5285.077637
	Iteration 0F: 3 clusters Score -7741611 nChanged 19503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -7752374.500000 Penalty: 5285.077637
	Iteration 1F: 3 clusters Score -7752374 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7752908.500000 Penalty: 5285.077637
	Iteration 2Q: 3 clusters Score -7752908 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -7753415.000000 Penalty: 5285.077637
	Iteration 3Q: 3 clusters Score -7753415 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7753859.000000 Penalty: 5285.077637
	Iteration 4Q: 3 clusters Score -7753859 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -7754299.000000 Penalty: 5285.077637
	Iteration 5Q: 3 clusters Score -7754299 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -7754830.000000 Penalty: 5285.077637
	Iteration 6Q: 3 clusters Score -7754830 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -7755401.500000 Penalty: 5285.077637
	Iteration 7Q: 3 clusters Score -7755402 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -7756135.000000 Penalty: 5285.077637
	Iteration 8Q: 3 clusters Score -7756135 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -7756965.000000 Penalty: 5285.077637
	Iteration 9Q: 3 clusters Score -7756965 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -7757990.000000 Penalty: 5285.077637
	Iteration 10Q: 3 clusters Score -7757990 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -7759094.000000 Penalty: 5285.077637
	Iteration 11Q: 3 clusters Score -7759094 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -7760304.000000 Penalty: 5285.077637
	Iteration 12Q: 3 clusters Score -7760304 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -7761506.000000 Penalty: 5285.077637
	Iteration 13Q: 3 clusters Score -7761506 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -7762448.500000 Penalty: 5285.077637
	Iteration 14Q: 3 clusters Score -7762448 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7763357.000000 Penalty: 5285.077637
	Iteration 15Q: 3 clusters Score -7763357 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7764120.000000 Penalty: 5285.077637
	Iteration 16Q: 3 clusters Score -7764120 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -7764764.000000 Penalty: 5285.077637
	Iteration 17Q: 3 clusters Score -7764764 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7765313.000000 Penalty: 5285.077637
	Iteration 18Q: 3 clusters Score -7765313 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7765776.500000 Penalty: 5285.077637
	Iteration 19Q: 3 clusters Score -7765776 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7766104.000000 Penalty: 5285.077637
	Iteration 20F: 3 clusters Score -7766104 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7766425.500000 Penalty: 5285.077637
	Iteration 21Q: 3 clusters Score -7766426 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7766722.000000 Penalty: 5285.077637
	Iteration 22Q: 3 clusters Score -7766722 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7766918.000000 Penalty: 5285.077637
	Iteration 23Q: 3 clusters Score -7766918 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7767155.000000 Penalty: 5285.077637
	Iteration 24Q: 3 clusters Score -7767155 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7767406.500000 Penalty: 5285.077637
	Iteration 25Q: 3 clusters Score -7767406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7767671.500000 Penalty: 5285.077637
	Iteration 26Q: 3 clusters Score -7767672 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7767902.000000 Penalty: 5285.077637
	Iteration 27Q: 3 clusters Score -7767902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7768106.500000 Penalty: 5285.077637
	Iteration 28Q: 3 clusters Score -7768106 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7768306.000000 Penalty: 5285.077637
	Iteration 29Q: 3 clusters Score -7768306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7768500.000000 Penalty: 5285.077637
	Iteration 30Q: 3 clusters Score -7768500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7768659.000000 Penalty: 5285.077637
	Iteration 31Q: 3 clusters Score -7768659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7768835.500000 Penalty: 5285.077637
	Iteration 32Q: 3 clusters Score -7768836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7769085.000000 Penalty: 5285.077637
	Iteration 33Q: 3 clusters Score -7769085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7769318.000000 Penalty: 5285.077637
	Iteration 34Q: 3 clusters Score -7769318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7769407.000000 Penalty: 5285.077637
	Iteration 35Q: 3 clusters Score -7769407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7769502.000000 Penalty: 5285.077637
	Iteration 36Q: 3 clusters Score -7769502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7769525.500000 Penalty: 5285.077637
	Iteration 37Q: 3 clusters Score -7769526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7769538.500000 Penalty: 5285.077637
	Iteration 38Q: 3 clusters Score -7769538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7769552.500000 Penalty: 5285.077637
	Iteration 39Q: 3 clusters Score -7769552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7769675.000000 Penalty: 5285.077637
	Iteration 40F: 3 clusters Score -7769675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7769775.500000 Penalty: 5285.077637
	Iteration 41Q: 3 clusters Score -7769776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7769817.000000 Penalty: 5285.077637
	Iteration 42Q: 3 clusters Score -7769817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7769842.000000 Penalty: 5285.077637
	Iteration 43Q: 3 clusters Score -7769842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7769847.000000 Penalty: 5285.077637
	Iteration 44Q: 3 clusters Score -7769847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7769860.500000 Penalty: 5285.077637
	Iteration 45Q: 3 clusters Score -7769860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7769867.000000 Penalty: 5285.077637
	Iteration 46Q: 3 clusters Score -7769867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7769879.000000 Penalty: 5285.077637
	Iteration 47F: 3 clusters Score -7769879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7769888.000000 Penalty: 5285.077637
	Iteration 48Q: 3 clusters Score -7769888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7769906.500000 Penalty: 5285.077637
	Iteration 49Q: 3 clusters Score -7769906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7769908.000000 Penalty: 5285.077637
	Iteration 50Q: 3 clusters Score -7769908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7769928.000000 Penalty: 5285.077637
	Iteration 51Q: 3 clusters Score -7769928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7769940.500000 Penalty: 5285.077637
	Iteration 52Q: 3 clusters Score -7769940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7769940.500000 Penalty: 5285.077637
	Iteration 53F: 3 clusters Score -7769940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 47924 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 6285 members 
Mstep: Class 8 contains 40973 members 
Mstep: Class 9 contains 47360 members 
Mstep: Class 10 contains 50329 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 48003 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 41065 members 
Mstep: Class 15 contains 44885 members 
Mstep: Class 16 contains 35920 members 
Mstep: Class 17 contains 18927 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 13391 members 
Mstep: Class 23 contains 44573 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40712 members 
Mstep: Class 26 contains 8800 members 
Mstep: Class 27 contains 46650 members 
Mstep: Class 28 contains 39574 members 
Mstep: Class 29 contains 40662 members 
Mstep: Class 30 contains 46125 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 35302 members 
Mstep: Class 33 contains 43272 members 
Mstep: Class 34 contains 42153 members 
Mstep: Class 35 contains 43233 members 
Mstep: Class 36 contains 7830 members 
Mstep: Class 37 contains 38489 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43291 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43280 members 
Mstep: Class 44 contains 268 members 
Entering Unmasked Estep 
Score: -196436288.000000 Penalty: 152010.671875
Splitting cluster 34 changes total score from -196436800.000000 to -196436288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (43233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Entering Unmasked Estep 
Score: -7724474.500000 Penalty: 2647.241211
	Iteration 0F: 2 clusters Score -7724474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -7695563.500000 Penalty: 5294.482422
	Iteration 0F: 3 clusters Score -7695564 nChanged 19929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -7706670.000000 Penalty: 5294.482422
	Iteration 1F: 3 clusters Score -7706670 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -7707158.500000 Penalty: 5294.482422
	Iteration 2Q: 3 clusters Score -7707158 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -7707778.000000 Penalty: 5294.482422
	Iteration 3Q: 3 clusters Score -7707778 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -7708327.500000 Penalty: 5294.482422
	Iteration 4Q: 3 clusters Score -7708328 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -7708976.500000 Penalty: 5294.482422
	Iteration 5Q: 3 clusters Score -7708976 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -7709807.500000 Penalty: 5294.482422
	Iteration 6Q: 3 clusters Score -7709808 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -7711093.500000 Penalty: 5294.482422
	Iteration 7F: 3 clusters Score -7711094 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -7712903.000000 Penalty: 5294.482422
	Iteration 8F: 3 clusters Score -7712903 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -7715059.000000 Penalty: 5294.482422
	Iteration 9F: 3 clusters Score -7715059 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -7717255.500000 Penalty: 5294.482422
	Iteration 10F: 3 clusters Score -7717256 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -7719182.500000 Penalty: 5294.482422
	Iteration 11F: 3 clusters Score -7719182 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7720567.000000 Penalty: 5294.482422
	Iteration 12Q: 3 clusters Score -7720567 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7721356.500000 Penalty: 5294.482422
	Iteration 13Q: 3 clusters Score -7721356 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7721868.500000 Penalty: 5294.482422
	Iteration 14Q: 3 clusters Score -7721868 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7722144.000000 Penalty: 5294.482422
	Iteration 15Q: 3 clusters Score -7722144 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7722310.000000 Penalty: 5294.482422
	Iteration 16Q: 3 clusters Score -7722310 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7722423.500000 Penalty: 5294.482422
	Iteration 17Q: 3 clusters Score -7722424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7722475.000000 Penalty: 5294.482422
	Iteration 18Q: 3 clusters Score -7722475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7722530.000000 Penalty: 5294.482422
	Iteration 19Q: 3 clusters Score -7722530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7722547.000000 Penalty: 5294.482422
	Iteration 20F: 3 clusters Score -7722547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7722569.500000 Penalty: 5294.482422
	Iteration 21Q: 3 clusters Score -7722570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7722582.500000 Penalty: 5294.482422
	Iteration 22Q: 3 clusters Score -7722582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7722594.000000 Penalty: 5294.482422
	Iteration 23Q: 3 clusters Score -7722594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7722594.500000 Penalty: 5294.482422
	Iteration 24Q: 3 clusters Score -7722594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7722607.000000 Penalty: 5294.482422
	Iteration 25Q: 3 clusters Score -7722607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7722614.000000 Penalty: 5294.482422
	Iteration 26Q: 3 clusters Score -7722614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7722623.500000 Penalty: 5294.482422
	Iteration 27Q: 3 clusters Score -7722624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7722628.500000 Penalty: 5294.482422
	Iteration 28Q: 3 clusters Score -7722628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7722639.000000 Penalty: 5294.482422
	Iteration 29Q: 3 clusters Score -7722639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7722649.500000 Penalty: 5294.482422
	Iteration 30Q: 3 clusters Score -7722650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7722650.000000 Penalty: 5294.482422
	Iteration 31Q: 3 clusters Score -7722650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7722656.500000 Penalty: 5294.482422
	Iteration 32Q: 3 clusters Score -7722656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7722647.000000 Penalty: 5294.482422
	Iteration 33Q: 3 clusters Score -7722647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7722647.500000 Penalty: 5294.482422
	Iteration 34Q: 3 clusters Score -7722648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7722647.500000 Penalty: 5294.482422
	Iteration 35F: 3 clusters Score -7722648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -1318466.500000 Penalty: 2223.497803
	Iteration 0F: 2 clusters Score -1318466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1312163.500000 Penalty: 4446.995605
	Iteration 0F: 3 clusters Score -1312164 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1314111.000000 Penalty: 4446.995605
	Iteration 1F: 3 clusters Score -1314111 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1314597.250000 Penalty: 4446.995605
	Iteration 2F: 3 clusters Score -1314597 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1315031.250000 Penalty: 4446.995605
	Iteration 3F: 3 clusters Score -1315031 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1315370.000000 Penalty: 4446.995605
	Iteration 4F: 3 clusters Score -1315370 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1315605.500000 Penalty: 4446.995605
	Iteration 5F: 3 clusters Score -1315606 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1315778.500000 Penalty: 4446.995605
	Iteration 6Q: 3 clusters Score -1315778 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1315928.125000 Penalty: 4446.995605
	Iteration 7Q: 3 clusters Score -1315928 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1316050.625000 Penalty: 4446.995605
	Iteration 8Q: 3 clusters Score -1316051 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1316139.250000 Penalty: 4446.995605
	Iteration 9Q: 3 clusters Score -1316139 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1316232.500000 Penalty: 4446.995605
	Iteration 10Q: 3 clusters Score -1316232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1316309.500000 Penalty: 4446.995605
	Iteration 11Q: 3 clusters Score -1316310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1316367.500000 Penalty: 4446.995605
	Iteration 12Q: 3 clusters Score -1316368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1316415.125000 Penalty: 4446.995605
	Iteration 13Q: 3 clusters Score -1316415 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1316461.875000 Penalty: 4446.995605
	Iteration 14Q: 3 clusters Score -1316462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1316496.125000 Penalty: 4446.995605
	Iteration 15Q: 3 clusters Score -1316496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1316517.125000 Penalty: 4446.995605
	Iteration 16Q: 3 clusters Score -1316517 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1316535.875000 Penalty: 4446.995605
	Iteration 17Q: 3 clusters Score -1316536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1316550.250000 Penalty: 4446.995605
	Iteration 18Q: 3 clusters Score -1316550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1316566.375000 Penalty: 4446.995605
	Iteration 19Q: 3 clusters Score -1316566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1316585.875000 Penalty: 4446.995605
	Iteration 20F: 3 clusters Score -1316586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1316607.375000 Penalty: 4446.995605
	Iteration 21Q: 3 clusters Score -1316607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1316629.875000 Penalty: 4446.995605
	Iteration 22Q: 3 clusters Score -1316630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1316650.250000 Penalty: 4446.995605
	Iteration 23Q: 3 clusters Score -1316650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1316671.875000 Penalty: 4446.995605
	Iteration 24Q: 3 clusters Score -1316672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1316689.250000 Penalty: 4446.995605
	Iteration 25Q: 3 clusters Score -1316689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1316715.000000 Penalty: 4446.995605
	Iteration 26Q: 3 clusters Score -1316715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1316746.500000 Penalty: 4446.995605
	Iteration 27Q: 3 clusters Score -1316746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1316785.250000 Penalty: 4446.995605
	Iteration 28Q: 3 clusters Score -1316785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1316818.625000 Penalty: 4446.995605
	Iteration 29Q: 3 clusters Score -1316819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1316850.250000 Penalty: 4446.995605
	Iteration 30Q: 3 clusters Score -1316850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1316878.000000 Penalty: 4446.995605
	Iteration 31Q: 3 clusters Score -1316878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1316907.125000 Penalty: 4446.995605
	Iteration 32Q: 3 clusters Score -1316907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1316947.500000 Penalty: 4446.995605
	Iteration 33Q: 3 clusters Score -1316948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1316987.875000 Penalty: 4446.995605
	Iteration 34Q: 3 clusters Score -1316988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1317013.250000 Penalty: 4446.995605
	Iteration 35Q: 3 clusters Score -1317013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1317041.500000 Penalty: 4446.995605
	Iteration 36Q: 3 clusters Score -1317042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1317068.125000 Penalty: 4446.995605
	Iteration 37Q: 3 clusters Score -1317068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1317096.625000 Penalty: 4446.995605
	Iteration 38Q: 3 clusters Score -1317097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1317134.000000 Penalty: 4446.995605
	Iteration 39Q: 3 clusters Score -1317134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1317169.625000 Penalty: 4446.995605
	Iteration 40F: 3 clusters Score -1317170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1317211.875000 Penalty: 4446.995605
	Iteration 41Q: 3 clusters Score -1317212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1317265.375000 Penalty: 4446.995605
	Iteration 42Q: 3 clusters Score -1317265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1317318.875000 Penalty: 4446.995605
	Iteration 43Q: 3 clusters Score -1317319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1317376.875000 Penalty: 4446.995605
	Iteration 44Q: 3 clusters Score -1317377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1317442.875000 Penalty: 4446.995605
	Iteration 45Q: 3 clusters Score -1317443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1317501.500000 Penalty: 4446.995605
	Iteration 46Q: 3 clusters Score -1317502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1317542.125000 Penalty: 4446.995605
	Iteration 47Q: 3 clusters Score -1317542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1317576.125000 Penalty: 4446.995605
	Iteration 48Q: 3 clusters Score -1317576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1317647.875000 Penalty: 4446.995605
	Iteration 49Q: 3 clusters Score -1317648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1317706.875000 Penalty: 4446.995605
	Iteration 50Q: 3 clusters Score -1317707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1317732.375000 Penalty: 4446.995605
	Iteration 51Q: 3 clusters Score -1317732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1317736.625000 Penalty: 4446.995605
	Iteration 52Q: 3 clusters Score -1317737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1317740.000000 Penalty: 4446.995605
	Iteration 53Q: 3 clusters Score -1317740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1317740.000000 Penalty: 4446.995605
	Iteration 54Q: 3 clusters Score -1317740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1317740.750000 Penalty: 4446.995605
	Iteration 55Q: 3 clusters Score -1317741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1317741.750000 Penalty: 4446.995605
	Iteration 56Q: 3 clusters Score -1317742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1317741.750000 Penalty: 4446.995605
	Iteration 57F: 3 clusters Score -1317742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Entering Unmasked Estep 
Score: -6869162.500000 Penalty: 2618.415527
	Iteration 0F: 2 clusters Score -6869162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6843314.000000 Penalty: 5236.831055
	Iteration 0F: 3 clusters Score -6843314 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -6852942.000000 Penalty: 5236.831055
	Iteration 1F: 3 clusters Score -6852942 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -6853691.000000 Penalty: 5236.831055
	Iteration 2Q: 3 clusters Score -6853691 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -6854612.500000 Penalty: 5236.831055
	Iteration 3F: 3 clusters Score -6854612 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -6855967.000000 Penalty: 5236.831055
	Iteration 4F: 3 clusters Score -6855967 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6857991.500000 Penalty: 5236.831055
	Iteration 5F: 3 clusters Score -6857992 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -6860590.000000 Penalty: 5236.831055
	Iteration 6F: 3 clusters Score -6860590 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -6862862.500000 Penalty: 5236.831055
	Iteration 7F: 3 clusters Score -6862862 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6864600.500000 Penalty: 5236.831055
	Iteration 8F: 3 clusters Score -6864600 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -6865636.500000 Penalty: 5236.831055
	Iteration 9Q: 3 clusters Score -6865636 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -6866229.000000 Penalty: 5236.831055
	Iteration 10Q: 3 clusters Score -6866229 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -6866555.000000 Penalty: 5236.831055
	Iteration 11Q: 3 clusters Score -6866555 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6866751.500000 Penalty: 5236.831055
	Iteration 12Q: 3 clusters Score -6866752 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -6866865.500000 Penalty: 5236.831055
	Iteration 13Q: 3 clusters Score -6866866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -6866922.000000 Penalty: 5236.831055
	Iteration 14Q: 3 clusters Score -6866922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -6866971.500000 Penalty: 5236.831055
	Iteration 15Q: 3 clusters Score -6866972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -6867016.000000 Penalty: 5236.831055
	Iteration 16Q: 3 clusters Score -6867016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -6867037.000000 Penalty: 5236.831055
	Iteration 17Q: 3 clusters Score -6867037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -6867044.000000 Penalty: 5236.831055
	Iteration 18Q: 3 clusters Score -6867044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -6867065.000000 Penalty: 5236.831055
	Iteration 19Q: 3 clusters Score -6867065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -6867082.000000 Penalty: 5236.831055
	Iteration 20F: 3 clusters Score -6867082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -6867106.000000 Penalty: 5236.831055
	Iteration 21Q: 3 clusters Score -6867106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -6867112.000000 Penalty: 5236.831055
	Iteration 22Q: 3 clusters Score -6867112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -6867129.000000 Penalty: 5236.831055
	Iteration 23Q: 3 clusters Score -6867129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -6867139.500000 Penalty: 5236.831055
	Iteration 24Q: 3 clusters Score -6867140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -6867147.500000 Penalty: 5236.831055
	Iteration 25Q: 3 clusters Score -6867148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6867155.500000 Penalty: 5236.831055
	Iteration 26Q: 3 clusters Score -6867156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -6867149.000000 Penalty: 5236.831055
	Iteration 27Q: 3 clusters Score -6867149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -6867147.500000 Penalty: 5236.831055
	Iteration 28Q: 3 clusters Score -6867148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -6867147.500000 Penalty: 5236.831055
	Iteration 29F: 3 clusters Score -6867148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -44004.917969 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -44004.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42759.718750 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -42759.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42908.097656 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -42908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42934.820312 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -42934.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42948.300781 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -42948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42956.425781 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -42956.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42956.425781 Penalty: 2794.855469
	Iteration 5F: 3 clusters Score -42956.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -195303.593750 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -195303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -193243.437500 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -193243.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -193541.718750 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -193541.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193615.546875 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -193615.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -193653.984375 Penalty: 3493.840332
	Iteration 3Q: 3 clusters Score -193654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -193676.343750 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -193676.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -193690.984375 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -193691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -193706.531250 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -193706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -193711.671875 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -193711.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -193717.515625 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -193717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -193725.500000 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -193725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -193731.078125 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -193731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -193731.468750 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -193731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -193731.468750 Penalty: 3493.840332
	Iteration 12F: 3 clusters Score -193731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Entering Unmasked Estep 
Score: -7798289.000000 Penalty: 2647.573730
	Iteration 0F: 2 clusters Score -7798289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -7769623.000000 Penalty: 5295.147461
	Iteration 0F: 3 clusters Score -7769623 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -7780607.500000 Penalty: 5295.147461
	Iteration 1F: 3 clusters Score -7780608 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -7781069.500000 Penalty: 5295.147461
	Iteration 2Q: 3 clusters Score -7781070 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -7781581.500000 Penalty: 5295.147461
	Iteration 3Q: 3 clusters Score -7781582 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -7782173.500000 Penalty: 5295.147461
	Iteration 4Q: 3 clusters Score -7782174 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -7783100.000000 Penalty: 5295.147461
	Iteration 5Q: 3 clusters Score -7783100 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -7784576.500000 Penalty: 5295.147461
	Iteration 6F: 3 clusters Score -7784576 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -7786935.000000 Penalty: 5295.147461
	Iteration 7F: 3 clusters Score -7786935 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -7789939.000000 Penalty: 5295.147461
	Iteration 8F: 3 clusters Score -7789939 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -7792858.500000 Penalty: 5295.147461
	Iteration 9F: 3 clusters Score -7792858 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7794585.500000 Penalty: 5295.147461
	Iteration 10Q: 3 clusters Score -7794586 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -7795344.000000 Penalty: 5295.147461
	Iteration 11Q: 3 clusters Score -7795344 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -7795700.000000 Penalty: 5295.147461
	Iteration 12Q: 3 clusters Score -7795700 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -7795783.000000 Penalty: 5295.147461
	Iteration 13Q: 3 clusters Score -7795783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -7795859.500000 Penalty: 5295.147461
	Iteration 14Q: 3 clusters Score -7795860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -7795934.000000 Penalty: 5295.147461
	Iteration 15Q: 3 clusters Score -7795934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -7795949.500000 Penalty: 5295.147461
	Iteration 16Q: 3 clusters Score -7795950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -7795983.500000 Penalty: 5295.147461
	Iteration 17Q: 3 clusters Score -7795984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -7796009.500000 Penalty: 5295.147461
	Iteration 18Q: 3 clusters Score -7796010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -7796022.000000 Penalty: 5295.147461
	Iteration 19Q: 3 clusters Score -7796022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -7796024.000000 Penalty: 5295.147461
	Iteration 20F: 3 clusters Score -7796024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -7796034.000000 Penalty: 5295.147461
	Iteration 21Q: 3 clusters Score -7796034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -7796034.500000 Penalty: 5295.147461
	Iteration 22Q: 3 clusters Score -7796034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -7796040.000000 Penalty: 5295.147461
	Iteration 23Q: 3 clusters Score -7796040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -7796040.000000 Penalty: 5295.147461
	Iteration 24F: 3 clusters Score -7796040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 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 450 members 
Entering Unmasked Estep 
Score: -130422.968750 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130423 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -130814.820312 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130814.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -130999.054688 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -130999.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -131129.515625 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -131129.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -131193.953125 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -131194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -131247.468750 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131247.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -131286.062500 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -131324.390625 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131324.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -131359.093750 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131359.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131391.125000 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131391.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -131417.468750 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -131433.437500 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -131448.609375 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -131466.734375 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131466.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -131484.046875 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -131484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -131491.703125 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -131491.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -131500.609375 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -131500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -131504.562500 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -131504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -131505.359375 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -131505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -131505.359375 Penalty: 3370.670166
	Iteration 19F: 3 clusters Score -131505.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10232.130859 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10232.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10322.490234 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10322.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10350.431641 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10350.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10356.107422 Penalty: 2538.524902
	Iteration 3Q: 3 clusters Score -10356.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10356.107422 Penalty: 2538.524902
	Iteration 4F: 3 clusters Score -10356.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Entering Unmasked Estep 
Score: -7703357.500000 Penalty: 2647.510498
	Iteration 0F: 2 clusters Score -7703358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -7674844.500000 Penalty: 5295.020996
	Iteration 0F: 3 clusters Score -7674844 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7685585.500000 Penalty: 5295.020996
	Iteration 1F: 3 clusters Score -7685586 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -7686010.500000 Penalty: 5295.020996
	Iteration 2Q: 3 clusters Score -7686010 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -7686478.000000 Penalty: 5295.020996
	Iteration 3Q: 3 clusters Score -7686478 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -7686882.500000 Penalty: 5295.020996
	Iteration 4Q: 3 clusters Score -7686882 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -7687282.500000 Penalty: 5295.020996
	Iteration 5Q: 3 clusters Score -7687282 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -7687710.000000 Penalty: 5295.020996
	Iteration 6Q: 3 clusters Score -7687710 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -7688201.500000 Penalty: 5295.020996
	Iteration 7Q: 3 clusters Score -7688202 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -7688852.000000 Penalty: 5295.020996
	Iteration 8Q: 3 clusters Score -7688852 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -7689604.000000 Penalty: 5295.020996
	Iteration 9Q: 3 clusters Score -7689604 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -7690521.500000 Penalty: 5295.020996
	Iteration 10Q: 3 clusters Score -7690522 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -7691614.500000 Penalty: 5295.020996
	Iteration 11Q: 3 clusters Score -7691614 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -7692868.500000 Penalty: 5295.020996
	Iteration 12Q: 3 clusters Score -7692868 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -7694229.000000 Penalty: 5295.020996
	Iteration 13Q: 3 clusters Score -7694229 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -7695405.500000 Penalty: 5295.020996
	Iteration 14Q: 3 clusters Score -7695406 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -7696350.000000 Penalty: 5295.020996
	Iteration 15Q: 3 clusters Score -7696350 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -7697079.000000 Penalty: 5295.020996
	Iteration 16Q: 3 clusters Score -7697079 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -7697687.000000 Penalty: 5295.020996
	Iteration 17Q: 3 clusters Score -7697687 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -7698159.000000 Penalty: 5295.020996
	Iteration 18Q: 3 clusters Score -7698159 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -7698686.500000 Penalty: 5295.020996
	Iteration 19Q: 3 clusters Score -7698686 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -7699128.000000 Penalty: 5295.020996
	Iteration 20F: 3 clusters Score -7699128 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7699518.000000 Penalty: 5295.020996
	Iteration 21Q: 3 clusters Score -7699518 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7699904.500000 Penalty: 5295.020996
	Iteration 22Q: 3 clusters Score -7699904 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -7700189.000000 Penalty: 5295.020996
	Iteration 23Q: 3 clusters Score -7700189 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7700466.000000 Penalty: 5295.020996
	Iteration 24Q: 3 clusters Score -7700466 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -7700642.000000 Penalty: 5295.020996
	Iteration 25Q: 3 clusters Score -7700642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -7700749.500000 Penalty: 5295.020996
	Iteration 26Q: 3 clusters Score -7700750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -7700829.000000 Penalty: 5295.020996
	Iteration 27Q: 3 clusters Score -7700829 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -7700914.500000 Penalty: 5295.020996
	Iteration 28Q: 3 clusters Score -7700914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -7700956.500000 Penalty: 5295.020996
	Iteration 29Q: 3 clusters Score -7700956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -7701010.500000 Penalty: 5295.020996
	Iteration 30Q: 3 clusters Score -7701010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -7701024.000000 Penalty: 5295.020996
	Iteration 31Q: 3 clusters Score -7701024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -7701027.500000 Penalty: 5295.020996
	Iteration 32Q: 3 clusters Score -7701028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -7701041.500000 Penalty: 5295.020996
	Iteration 33Q: 3 clusters Score -7701042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -7701044.000000 Penalty: 5295.020996
	Iteration 34Q: 3 clusters Score -7701044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -7701048.000000 Penalty: 5295.020996
	Iteration 35Q: 3 clusters Score -7701048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -7701052.500000 Penalty: 5295.020996
	Iteration 36Q: 3 clusters Score -7701052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -7701052.500000 Penalty: 5295.020996
	Iteration 37Q: 3 clusters Score -7701052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -7701053.500000 Penalty: 5295.020996
	Iteration 38Q: 3 clusters Score -7701054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7701051.500000 Penalty: 5295.020996
	Iteration 39Q: 3 clusters Score -7701052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7701051.500000 Penalty: 5295.020996
	Iteration 40F: 3 clusters Score -7701052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 47924 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 6285 members 
Mstep: Class 8 contains 40973 members 
Mstep: Class 9 contains 47360 members 
Mstep: Class 10 contains 50329 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 48003 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 41065 members 
Mstep: Class 15 contains 44885 members 
Mstep: Class 16 contains 35920 members 
Mstep: Class 17 contains 18927 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 13391 members 
Mstep: Class 23 contains 44573 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40712 members 
Mstep: Class 26 contains 8800 members 
Mstep: Class 27 contains 46650 members 
Mstep: Class 28 contains 39574 members 
Mstep: Class 29 contains 40662 members 
Mstep: Class 30 contains 46125 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 35302 members 
Mstep: Class 33 contains 43272 members 
Mstep: Class 34 contains 42421 members 
Mstep: Class 35 contains 43233 members 
Mstep: Class 36 contains 7830 members 
Mstep: Class 37 contains 38489 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43291 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436704.000000 Penalty: 148555.890625
Iteration 199Q: 44 clusters Score -1.964367e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 47898 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 40971 members 
Mstep: Class 9 contains 47352 members 
Mstep: Class 10 contains 50307 members 
Mstep: Class 11 contains 46917 members 
Mstep: Class 12 contains 48031 members 
Mstep: Class 13 contains 43795 members 
Mstep: Class 14 contains 41006 members 
Mstep: Class 15 contains 44851 members 
Mstep: Class 16 contains 35924 members 
Mstep: Class 17 contains 18914 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 13390 members 
Mstep: Class 23 contains 44563 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40634 members 
Mstep: Class 26 contains 8803 members 
Mstep: Class 27 contains 46647 members 
Mstep: Class 28 contains 39565 members 
Mstep: Class 29 contains 40675 members 
Mstep: Class 30 contains 46269 members 
Mstep: Class 31 contains 5919 members 
Mstep: Class 32 contains 35363 members 
Mstep: Class 33 contains 43243 members 
Mstep: Class 34 contains 42422 members 
Mstep: Class 35 contains 43214 members 
Mstep: Class 36 contains 7837 members 
Mstep: Class 37 contains 38493 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43290 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437008.000000 Penalty: 148555.890625
Iteration 200F: 44 clusters Score -1.96437e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16447 members 
Mstep: Class 4 contains 47869 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6290 members 
Mstep: Class 8 contains 40967 members 
Mstep: Class 9 contains 47352 members 
Mstep: Class 10 contains 50294 members 
Mstep: Class 11 contains 46674 members 
Mstep: Class 12 contains 48069 members 
Mstep: Class 13 contains 44100 members 
Mstep: Class 14 contains 40937 members 
Mstep: Class 15 contains 44839 members 
Mstep: Class 16 contains 35919 members 
Mstep: Class 17 contains 18897 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6792 members 
Mstep: Class 22 contains 13386 members 
Mstep: Class 23 contains 44562 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40571 members 
Mstep: Class 26 contains 8798 members 
Mstep: Class 27 contains 46643 members 
Mstep: Class 28 contains 39568 members 
Mstep: Class 29 contains 40679 members 
Mstep: Class 30 contains 46403 members 
Mstep: Class 31 contains 5923 members 
Mstep: Class 32 contains 35406 members 
Mstep: Class 33 contains 43227 members 
Mstep: Class 34 contains 42395 members 
Mstep: Class 35 contains 43203 members 
Mstep: Class 36 contains 7844 members 
Mstep: Class 37 contains 38495 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43293 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436752.000000 Penalty: 148555.890625
Iteration 201Q: 44 clusters Score -1.964368e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 16449 members 
Mstep: Class 4 contains 47826 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 6290 members 
Mstep: Class 8 contains 40953 members 
Mstep: Class 9 contains 47356 members 
Mstep: Class 10 contains 50297 members 
Mstep: Class 11 contains 46426 members 
Mstep: Class 12 contains 48105 members 
Mstep: Class 13 contains 44402 members 
Mstep: Class 14 contains 40868 members 
Mstep: Class 15 contains 44808 members 
Mstep: Class 16 contains 35909 members 
Mstep: Class 17 contains 18887 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 13378 members 
Mstep: Class 23 contains 44575 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40486 members 
Mstep: Class 26 contains 8790 members 
Mstep: Class 27 contains 46641 members 
Mstep: Class 28 contains 39554 members 
Mstep: Class 29 contains 40698 members 
Mstep: Class 30 contains 46586 members 
Mstep: Class 31 contains 5926 members 
Mstep: Class 32 contains 35410 members 
Mstep: Class 33 contains 43251 members 
Mstep: Class 34 contains 42385 members 
Mstep: Class 35 contains 43170 members 
Mstep: Class 36 contains 7853 members 
Mstep: Class 37 contains 38497 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 43301 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436928.000000 Penalty: 148555.890625
Iteration 202Q: 44 clusters Score -1.964369e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 47798 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6293 members 
Mstep: Class 8 contains 40941 members 
Mstep: Class 9 contains 47349 members 
Mstep: Class 10 contains 50286 members 
Mstep: Class 11 contains 46203 members 
Mstep: Class 12 contains 48112 members 
Mstep: Class 13 contains 44677 members 
Mstep: Class 14 contains 40812 members 
Mstep: Class 15 contains 44772 members 
Mstep: Class 16 contains 35899 members 
Mstep: Class 17 contains 18873 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 13368 members 
Mstep: Class 23 contains 44571 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40428 members 
Mstep: Class 26 contains 8785 members 
Mstep: Class 27 contains 46640 members 
Mstep: Class 28 contains 39544 members 
Mstep: Class 29 contains 40722 members 
Mstep: Class 30 contains 46778 members 
Mstep: Class 31 contains 5928 members 
Mstep: Class 32 contains 35404 members 
Mstep: Class 33 contains 43267 members 
Mstep: Class 34 contains 42381 members 
Mstep: Class 35 contains 43153 members 
Mstep: Class 36 contains 7861 members 
Mstep: Class 37 contains 38500 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43304 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436896.000000 Penalty: 148555.890625
Iteration 203Q: 44 clusters Score -1.964369e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 16450 members 
Mstep: Class 4 contains 47760 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 40933 members 
Mstep: Class 9 contains 47337 members 
Mstep: Class 10 contains 50279 members 
Mstep: Class 11 contains 46009 members 
Mstep: Class 12 contains 48111 members 
Mstep: Class 13 contains 44990 members 
Mstep: Class 14 contains 40745 members 
Mstep: Class 15 contains 44742 members 
Mstep: Class 16 contains 35891 members 
Mstep: Class 17 contains 18859 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44568 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40350 members 
Mstep: Class 26 contains 8782 members 
Mstep: Class 27 contains 46641 members 
Mstep: Class 28 contains 39537 members 
Mstep: Class 29 contains 40746 members 
Mstep: Class 30 contains 46954 members 
Mstep: Class 31 contains 5928 members 
Mstep: Class 32 contains 35349 members 
Mstep: Class 33 contains 43289 members 
Mstep: Class 34 contains 42390 members 
Mstep: Class 35 contains 43140 members 
Mstep: Class 36 contains 7867 members 
Mstep: Class 37 contains 38504 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43317 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436720.000000 Penalty: 148555.890625
Iteration 204Q: 44 clusters Score -1.964367e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 16439 members 
Mstep: Class 4 contains 47741 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 40922 members 
Mstep: Class 9 contains 47336 members 
Mstep: Class 10 contains 50269 members 
Mstep: Class 11 contains 45772 members 
Mstep: Class 12 contains 48100 members 
Mstep: Class 13 contains 45314 members 
Mstep: Class 14 contains 40692 members 
Mstep: Class 15 contains 44724 members 
Mstep: Class 16 contains 35892 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 23 contains 44545 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40278 members 
Mstep: Class 26 contains 8772 members 
Mstep: Class 27 contains 46640 members 
Mstep: Class 28 contains 39539 members 
Mstep: Class 29 contains 40764 members 
Mstep: Class 30 contains 47126 members 
Mstep: Class 31 contains 5928 members 
Mstep: Class 32 contains 35276 members 
Mstep: Class 33 contains 43347 members 
Mstep: Class 34 contains 42389 members 
Mstep: Class 35 contains 43131 members 
Mstep: Class 36 contains 7875 members 
Mstep: Class 37 contains 38511 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43312 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436848.000000 Penalty: 148555.890625
Iteration 205Q: 44 clusters Score -1.964368e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 40902 members 
Mstep: Class 9 contains 47332 members 
Mstep: Class 10 contains 50278 members 
Mstep: Class 11 contains 45511 members 
Mstep: Class 12 contains 48105 members 
Mstep: Class 13 contains 45664 members 
Mstep: Class 14 contains 40627 members 
Mstep: Class 15 contains 44708 members 
Mstep: Class 16 contains 35891 members 
Mstep: Class 17 contains 18847 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44521 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40204 members 
Mstep: Class 26 contains 8762 members 
Mstep: Class 27 contains 46641 members 
Mstep: Class 28 contains 39546 members 
Mstep: Class 29 contains 40788 members 
Mstep: Class 30 contains 47264 members 
Mstep: Class 31 contains 5930 members 
Mstep: Class 32 contains 35195 members 
Mstep: Class 33 contains 43405 members 
Mstep: Class 34 contains 42392 members 
Mstep: Class 35 contains 43125 members 
Mstep: Class 36 contains 7893 members 
Mstep: Class 37 contains 38512 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43310 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436912.000000 Penalty: 148555.890625
Iteration 206Q: 44 clusters Score -1.964369e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15433 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 47670 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 6300 members 
Mstep: Class 8 contains 40882 members 
Mstep: Class 9 contains 47316 members 
Mstep: Class 10 contains 50283 members 
Mstep: Class 11 contains 45263 members 
Mstep: Class 12 contains 48117 members 
Mstep: Class 13 contains 46024 members 
Mstep: Class 14 contains 40557 members 
Mstep: Class 15 contains 44692 members 
Mstep: Class 16 contains 35889 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 13349 members 
Mstep: Class 23 contains 44494 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40132 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 46639 members 
Mstep: Class 28 contains 39549 members 
Mstep: Class 29 contains 40815 members 
Mstep: Class 30 contains 47403 members 
Mstep: Class 31 contains 5936 members 
Mstep: Class 32 contains 35097 members 
Mstep: Class 33 contains 43450 members 
Mstep: Class 34 contains 42412 members 
Mstep: Class 35 contains 43131 members 
Mstep: Class 36 contains 7909 members 
Mstep: Class 37 contains 38511 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43307 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436800.000000 Penalty: 148555.890625
Iteration 207Q: 44 clusters Score -1.964368e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15431 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 47648 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 16371 members 
Mstep: Class 7 contains 6305 members 
Mstep: Class 8 contains 40870 members 
Mstep: Class 9 contains 47299 members 
Mstep: Class 10 contains 50286 members 
Mstep: Class 11 contains 45010 members 
Mstep: Class 12 contains 48130 members 
Mstep: Class 13 contains 46412 members 
Mstep: Class 14 contains 40486 members 
Mstep: Class 15 contains 44686 members 
Mstep: Class 16 contains 35889 members 
Mstep: Class 17 contains 18822 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 13350 members 
Mstep: Class 23 contains 44462 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 40058 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 46639 members 
Mstep: Class 28 contains 39575 members 
Mstep: Class 29 contains 40843 members 
Mstep: Class 30 contains 47558 members 
Mstep: Class 31 contains 5941 members 
Mstep: Class 32 contains 34951 members 
Mstep: Class 33 contains 43491 members 
Mstep: Class 34 contains 42418 members 
Mstep: Class 35 contains 43126 members 
Mstep: Class 36 contains 7920 members 
Mstep: Class 37 contains 38506 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43303 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436592.000000 Penalty: 148555.890625
Iteration 208Q: 44 clusters Score -1.964366e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15429 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 47641 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 16372 members 
Mstep: Class 7 contains 6302 members 
Mstep: Class 8 contains 40858 members 
Mstep: Class 9 contains 47314 members 
Mstep: Class 10 contains 50279 members 
Mstep: Class 11 contains 44761 members 
Mstep: Class 12 contains 48139 members 
Mstep: Class 13 contains 46760 members 
Mstep: Class 14 contains 40430 members 
Mstep: Class 15 contains 44669 members 
Mstep: Class 16 contains 35890 members 
Mstep: Class 17 contains 18806 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44428 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39994 members 
Mstep: Class 26 contains 8740 members 
Mstep: Class 27 contains 46638 members 
Mstep: Class 28 contains 39586 members 
Mstep: Class 29 contains 40881 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 5943 members 
Mstep: Class 32 contains 34822 members 
Mstep: Class 33 contains 43491 members 
Mstep: Class 34 contains 42434 members 
Mstep: Class 35 contains 43116 members 
Mstep: Class 36 contains 7932 members 
Mstep: Class 37 contains 38505 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43304 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436336.000000 Penalty: 148555.890625
Iteration 209Q: 44 clusters Score -1.964363e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15426 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 16369 members 
Mstep: Class 7 contains 6310 members 
Mstep: Class 8 contains 40841 members 
Mstep: Class 9 contains 47307 members 
Mstep: Class 10 contains 50276 members 
Mstep: Class 11 contains 44512 members 
Mstep: Class 12 contains 48149 members 
Mstep: Class 13 contains 47130 members 
Mstep: Class 14 contains 40385 members 
Mstep: Class 15 contains 44672 members 
Mstep: Class 16 contains 35884 members 
Mstep: Class 17 contains 18796 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6701 members 
Mstep: Class 22 contains 13346 members 
Mstep: Class 23 contains 44407 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39925 members 
Mstep: Class 26 contains 8734 members 
Mstep: Class 27 contains 46637 members 
Mstep: Class 28 contains 39604 members 
Mstep: Class 29 contains 40914 members 
Mstep: Class 30 contains 47870 members 
Mstep: Class 31 contains 5945 members 
Mstep: Class 32 contains 34651 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 42450 members 
Mstep: Class 35 contains 43104 members 
Mstep: Class 36 contains 7940 members 
Mstep: Class 37 contains 38508 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43291 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436320.000000 Penalty: 148555.890625
Iteration 210Q: 44 clusters Score -1.964363e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15424 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 47607 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 16364 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 40834 members 
Mstep: Class 9 contains 47292 members 
Mstep: Class 10 contains 50269 members 
Mstep: Class 11 contains 44259 members 
Mstep: Class 12 contains 48159 members 
Mstep: Class 13 contains 47499 members 
Mstep: Class 14 contains 40359 members 
Mstep: Class 15 contains 44663 members 
Mstep: Class 16 contains 35879 members 
Mstep: Class 17 contains 18786 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 13344 members 
Mstep: Class 23 contains 44400 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39850 members 
Mstep: Class 26 contains 8734 members 
Mstep: Class 27 contains 46633 members 
Mstep: Class 28 contains 39629 members 
Mstep: Class 29 contains 40935 members 
Mstep: Class 30 contains 48050 members 
Mstep: Class 31 contains 5946 members 
Mstep: Class 32 contains 34461 members 
Mstep: Class 33 contains 43532 members 
Mstep: Class 34 contains 42486 members 
Mstep: Class 35 contains 43083 members 
Mstep: Class 36 contains 7952 members 
Mstep: Class 37 contains 38512 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43277 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436416.000000 Penalty: 148555.890625
Iteration 211Q: 44 clusters Score -1.964364e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 47596 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16361 members 
Mstep: Class 7 contains 6325 members 
Mstep: Class 8 contains 40826 members 
Mstep: Class 9 contains 47304 members 
Mstep: Class 10 contains 50256 members 
Mstep: Class 11 contains 43989 members 
Mstep: Class 12 contains 48172 members 
Mstep: Class 13 contains 47852 members 
Mstep: Class 14 contains 40340 members 
Mstep: Class 15 contains 44659 members 
Mstep: Class 16 contains 35883 members 
Mstep: Class 17 contains 18772 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44407 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39768 members 
Mstep: Class 26 contains 8733 members 
Mstep: Class 27 contains 46633 members 
Mstep: Class 28 contains 39644 members 
Mstep: Class 29 contains 40949 members 
Mstep: Class 30 contains 48265 members 
Mstep: Class 31 contains 5950 members 
Mstep: Class 32 contains 34275 members 
Mstep: Class 33 contains 43542 members 
Mstep: Class 34 contains 42489 members 
Mstep: Class 35 contains 43065 members 
Mstep: Class 36 contains 7956 members 
Mstep: Class 37 contains 38512 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43262 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436032.000000 Penalty: 148555.890625
Iteration 212Q: 44 clusters Score -1.96436e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15418 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 47592 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16361 members 
Mstep: Class 7 contains 6331 members 
Mstep: Class 8 contains 40814 members 
Mstep: Class 9 contains 47313 members 
Mstep: Class 10 contains 50257 members 
Mstep: Class 11 contains 43739 members 
Mstep: Class 12 contains 48170 members 
Mstep: Class 13 contains 48205 members 
Mstep: Class 14 contains 40288 members 
Mstep: Class 15 contains 44649 members 
Mstep: Class 16 contains 35877 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44409 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39676 members 
Mstep: Class 26 contains 8730 members 
Mstep: Class 27 contains 46633 members 
Mstep: Class 28 contains 39650 members 
Mstep: Class 29 contains 40965 members 
Mstep: Class 30 contains 48459 members 
Mstep: Class 31 contains 5953 members 
Mstep: Class 32 contains 34106 members 
Mstep: Class 33 contains 43565 members 
Mstep: Class 34 contains 42494 members 
Mstep: Class 35 contains 43069 members 
Mstep: Class 36 contains 7971 members 
Mstep: Class 37 contains 38514 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43249 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435840.000000 Penalty: 148555.890625
Iteration 213Q: 44 clusters Score -1.964358e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 16423 members 
Mstep: Class 4 contains 47590 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 40804 members 
Mstep: Class 9 contains 47315 members 
Mstep: Class 10 contains 50265 members 
Mstep: Class 11 contains 43500 members 
Mstep: Class 12 contains 48178 members 
Mstep: Class 13 contains 48524 members 
Mstep: Class 14 contains 40238 members 
Mstep: Class 15 contains 44641 members 
Mstep: Class 16 contains 35873 members 
Mstep: Class 17 contains 18746 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6679 members 
Mstep: Class 22 contains 13340 members 
Mstep: Class 23 contains 44410 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39592 members 
Mstep: Class 26 contains 8723 members 
Mstep: Class 27 contains 46634 members 
Mstep: Class 28 contains 39665 members 
Mstep: Class 29 contains 40983 members 
Mstep: Class 30 contains 48647 members 
Mstep: Class 31 contains 5957 members 
Mstep: Class 32 contains 33934 members 
Mstep: Class 33 contains 43588 members 
Mstep: Class 34 contains 42507 members 
Mstep: Class 35 contains 43083 members 
Mstep: Class 36 contains 7981 members 
Mstep: Class 37 contains 38513 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43247 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435488.000000 Penalty: 148555.890625
Iteration 214Q: 44 clusters Score -1.964355e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15410 members 
Mstep: Class 3 contains 16426 members 
Mstep: Class 4 contains 47570 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 40797 members 
Mstep: Class 9 contains 47323 members 
Mstep: Class 10 contains 50267 members 
Mstep: Class 11 contains 43268 members 
Mstep: Class 12 contains 48196 members 
Mstep: Class 13 contains 48842 members 
Mstep: Class 14 contains 40202 members 
Mstep: Class 15 contains 44621 members 
Mstep: Class 16 contains 35867 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 13338 members 
Mstep: Class 23 contains 44394 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39513 members 
Mstep: Class 26 contains 8718 members 
Mstep: Class 27 contains 46634 members 
Mstep: Class 28 contains 39671 members 
Mstep: Class 29 contains 40999 members 
Mstep: Class 30 contains 48790 members 
Mstep: Class 31 contains 5957 members 
Mstep: Class 32 contains 33785 members 
Mstep: Class 33 contains 43633 members 
Mstep: Class 34 contains 42504 members 
Mstep: Class 35 contains 43099 members 
Mstep: Class 36 contains 7992 members 
Mstep: Class 37 contains 38516 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43248 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435376.000000 Penalty: 148555.890625
Iteration 215Q: 44 clusters Score -1.964354e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16418 members 
Mstep: Class 4 contains 47555 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6340 members 
Mstep: Class 8 contains 40793 members 
Mstep: Class 9 contains 47332 members 
Mstep: Class 10 contains 50268 members 
Mstep: Class 11 contains 43008 members 
Mstep: Class 12 contains 48234 members 
Mstep: Class 13 contains 49156 members 
Mstep: Class 14 contains 40149 members 
Mstep: Class 15 contains 44592 members 
Mstep: Class 16 contains 35861 members 
Mstep: Class 17 contains 18730 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 13337 members 
Mstep: Class 23 contains 44393 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39449 members 
Mstep: Class 26 contains 8716 members 
Mstep: Class 27 contains 46632 members 
Mstep: Class 28 contains 39671 members 
Mstep: Class 29 contains 41034 members 
Mstep: Class 30 contains 48913 members 
Mstep: Class 31 contains 5956 members 
Mstep: Class 32 contains 33652 members 
Mstep: Class 33 contains 43696 members 
Mstep: Class 34 contains 42523 members 
Mstep: Class 35 contains 43104 members 
Mstep: Class 36 contains 7999 members 
Mstep: Class 37 contains 38517 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43231 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435248.000000 Penalty: 148555.890625
Iteration 216Q: 44 clusters Score -1.964352e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16414 members 
Mstep: Class 4 contains 47547 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 40790 members 
Mstep: Class 9 contains 47347 members 
Mstep: Class 10 contains 50280 members 
Mstep: Class 11 contains 42719 members 
Mstep: Class 12 contains 48249 members 
Mstep: Class 13 contains 49451 members 
Mstep: Class 14 contains 40104 members 
Mstep: Class 15 contains 44589 members 
Mstep: Class 16 contains 35864 members 
Mstep: Class 17 contains 18718 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13336 members 
Mstep: Class 23 contains 44391 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39392 members 
Mstep: Class 26 contains 8710 members 
Mstep: Class 27 contains 46628 members 
Mstep: Class 28 contains 39674 members 
Mstep: Class 29 contains 41053 members 
Mstep: Class 30 contains 49047 members 
Mstep: Class 31 contains 5954 members 
Mstep: Class 32 contains 33530 members 
Mstep: Class 33 contains 43763 members 
Mstep: Class 34 contains 42547 members 
Mstep: Class 35 contains 43078 members 
Mstep: Class 36 contains 8004 members 
Mstep: Class 37 contains 38514 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43218 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434768.000000 Penalty: 148555.890625
Iteration 217Q: 44 clusters Score -1.964348e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15412 members 
Mstep: Class 3 contains 16410 members 
Mstep: Class 4 contains 47534 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 40782 members 
Mstep: Class 9 contains 47345 members 
Mstep: Class 10 contains 50301 members 
Mstep: Class 11 contains 42471 members 
Mstep: Class 12 contains 48252 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 40076 members 
Mstep: Class 15 contains 44583 members 
Mstep: Class 16 contains 35861 members 
Mstep: Class 17 contains 18708 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6663 members 
Mstep: Class 22 contains 13338 members 
Mstep: Class 23 contains 44373 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39322 members 
Mstep: Class 26 contains 8709 members 
Mstep: Class 27 contains 46625 members 
Mstep: Class 28 contains 39690 members 
Mstep: Class 29 contains 41071 members 
Mstep: Class 30 contains 49168 members 
Mstep: Class 31 contains 5954 members 
Mstep: Class 32 contains 33442 members 
Mstep: Class 33 contains 43804 members 
Mstep: Class 34 contains 42575 members 
Mstep: Class 35 contains 43064 members 
Mstep: Class 36 contains 8010 members 
Mstep: Class 37 contains 38510 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43201 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434496.000000 Penalty: 148555.890625
Iteration 218Q: 44 clusters Score -1.964345e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 16407 members 
Mstep: Class 4 contains 47529 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 40766 members 
Mstep: Class 9 contains 47355 members 
Mstep: Class 10 contains 50306 members 
Mstep: Class 11 contains 42219 members 
Mstep: Class 12 contains 48250 members 
Mstep: Class 13 contains 50020 members 
Mstep: Class 14 contains 40034 members 
Mstep: Class 15 contains 44568 members 
Mstep: Class 16 contains 35858 members 
Mstep: Class 17 contains 18705 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 13334 members 
Mstep: Class 23 contains 44370 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39255 members 
Mstep: Class 26 contains 8704 members 
Mstep: Class 27 contains 46622 members 
Mstep: Class 28 contains 39719 members 
Mstep: Class 29 contains 41083 members 
Mstep: Class 30 contains 49295 members 
Mstep: Class 31 contains 5953 members 
Mstep: Class 32 contains 33356 members 
Mstep: Class 33 contains 43806 members 
Mstep: Class 34 contains 42609 members 
Mstep: Class 35 contains 43060 members 
Mstep: Class 36 contains 8013 members 
Mstep: Class 37 contains 38512 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43184 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434432.000000 Penalty: 148555.890625
Iteration 219Q: 44 clusters Score -1.964344e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 16407 members 
Mstep: Class 4 contains 47534 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6384 members 
Mstep: Class 8 contains 40749 members 
Mstep: Class 9 contains 47364 members 
Mstep: Class 10 contains 50313 members 
Mstep: Class 11 contains 41994 members 
Mstep: Class 12 contains 48240 members 
Mstep: Class 13 contains 50290 members 
Mstep: Class 14 contains 40001 members 
Mstep: Class 15 contains 44558 members 
Mstep: Class 16 contains 35850 members 
Mstep: Class 17 contains 18701 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44371 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39201 members 
Mstep: Class 26 contains 8702 members 
Mstep: Class 27 contains 46623 members 
Mstep: Class 28 contains 39729 members 
Mstep: Class 29 contains 41091 members 
Mstep: Class 30 contains 49396 members 
Mstep: Class 31 contains 5955 members 
Mstep: Class 32 contains 33288 members 
Mstep: Class 33 contains 43784 members 
Mstep: Class 34 contains 42650 members 
Mstep: Class 35 contains 43061 members 
Mstep: Class 36 contains 8015 members 
Mstep: Class 37 contains 38513 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43160 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434272.000000 Penalty: 148555.890625
Iteration 220F: 44 clusters Score -1.964343e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15418 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 47546 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6397 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 47363 members 
Mstep: Class 10 contains 50312 members 
Mstep: Class 11 contains 41784 members 
Mstep: Class 12 contains 48228 members 
Mstep: Class 13 contains 50568 members 
Mstep: Class 14 contains 39972 members 
Mstep: Class 15 contains 44546 members 
Mstep: Class 16 contains 35847 members 
Mstep: Class 17 contains 18700 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13329 members 
Mstep: Class 23 contains 44365 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39141 members 
Mstep: Class 26 contains 8708 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39759 members 
Mstep: Class 29 contains 41110 members 
Mstep: Class 30 contains 49504 members 
Mstep: Class 31 contains 5955 members 
Mstep: Class 32 contains 33215 members 
Mstep: Class 33 contains 43770 members 
Mstep: Class 34 contains 42681 members 
Mstep: Class 35 contains 43045 members 
Mstep: Class 36 contains 8013 members 
Mstep: Class 37 contains 38512 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43134 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434080.000000 Penalty: 148555.890625
Iteration 221Q: 44 clusters Score -1.964341e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 47579 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 40725 members 
Mstep: Class 9 contains 47358 members 
Mstep: Class 10 contains 50306 members 
Mstep: Class 11 contains 41569 members 
Mstep: Class 12 contains 48210 members 
Mstep: Class 13 contains 50822 members 
Mstep: Class 14 contains 39966 members 
Mstep: Class 15 contains 44540 members 
Mstep: Class 16 contains 35844 members 
Mstep: Class 17 contains 18697 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13330 members 
Mstep: Class 23 contains 44349 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 8704 members 
Mstep: Class 27 contains 46617 members 
Mstep: Class 28 contains 39774 members 
Mstep: Class 29 contains 41117 members 
Mstep: Class 30 contains 49643 members 
Mstep: Class 31 contains 5955 members 
Mstep: Class 32 contains 33155 members 
Mstep: Class 33 contains 43718 members 
Mstep: Class 34 contains 42714 members 
Mstep: Class 35 contains 43037 members 
Mstep: Class 36 contains 8008 members 
Mstep: Class 37 contains 38513 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 43104 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434016.000000 Penalty: 148555.890625
Iteration 222Q: 44 clusters Score -1.96434e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 47617 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 40709 members 
Mstep: Class 9 contains 47357 members 
Mstep: Class 10 contains 50303 members 
Mstep: Class 11 contains 41359 members 
Mstep: Class 12 contains 48193 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 39945 members 
Mstep: Class 15 contains 44547 members 
Mstep: Class 16 contains 35837 members 
Mstep: Class 17 contains 18691 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6658 members 
Mstep: Class 22 contains 13327 members 
Mstep: Class 23 contains 44331 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39065 members 
Mstep: Class 26 contains 8698 members 
Mstep: Class 27 contains 46613 members 
Mstep: Class 28 contains 39795 members 
Mstep: Class 29 contains 41122 members 
Mstep: Class 30 contains 49759 members 
Mstep: Class 31 contains 5956 members 
Mstep: Class 32 contains 33074 members 
Mstep: Class 33 contains 43671 members 
Mstep: Class 34 contains 42738 members 
Mstep: Class 35 contains 43041 members 
Mstep: Class 36 contains 8009 members 
Mstep: Class 37 contains 38515 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43081 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434208.000000 Penalty: 148555.890625
Iteration 223Q: 44 clusters Score -1.964342e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16386 members 
Mstep: Class 4 contains 47647 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16361 members 
Mstep: Class 7 contains 6418 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 47360 members 
Mstep: Class 10 contains 50310 members 
Mstep: Class 11 contains 41164 members 
Mstep: Class 12 contains 48189 members 
Mstep: Class 13 contains 51440 members 
Mstep: Class 14 contains 39928 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 35836 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6658 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 44322 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39015 members 
Mstep: Class 26 contains 8697 members 
Mstep: Class 27 contains 46614 members 
Mstep: Class 28 contains 39807 members 
Mstep: Class 29 contains 41127 members 
Mstep: Class 30 contains 49813 members 
Mstep: Class 31 contains 5957 members 
Mstep: Class 32 contains 33008 members 
Mstep: Class 33 contains 43627 members 
Mstep: Class 34 contains 42744 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 8011 members 
Mstep: Class 37 contains 38515 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43057 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433952.000000 Penalty: 148555.890625
Iteration 224Q: 44 clusters Score -1.96434e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 47673 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 40669 members 
Mstep: Class 9 contains 47357 members 
Mstep: Class 10 contains 50321 members 
Mstep: Class 11 contains 41023 members 
Mstep: Class 12 contains 48187 members 
Mstep: Class 13 contains 51715 members 
Mstep: Class 14 contains 39915 members 
Mstep: Class 15 contains 44538 members 
Mstep: Class 16 contains 35832 members 
Mstep: Class 17 contains 18679 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6657 members 
Mstep: Class 22 contains 13326 members 
Mstep: Class 23 contains 44322 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38960 members 
Mstep: Class 26 contains 8697 members 
Mstep: Class 27 contains 46613 members 
Mstep: Class 28 contains 39816 members 
Mstep: Class 29 contains 41124 members 
Mstep: Class 30 contains 49882 members 
Mstep: Class 31 contains 5958 members 
Mstep: Class 32 contains 32957 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 42770 members 
Mstep: Class 35 contains 43036 members 
Mstep: Class 36 contains 8015 members 
Mstep: Class 37 contains 38513 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43041 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433488.000000 Penalty: 148555.890625
Iteration 225Q: 44 clusters Score -1.964335e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 47688 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16368 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 40655 members 
Mstep: Class 9 contains 47353 members 
Mstep: Class 10 contains 50328 members 
Mstep: Class 11 contains 40852 members 
Mstep: Class 12 contains 48176 members 
Mstep: Class 13 contains 51965 members 
Mstep: Class 14 contains 39907 members 
Mstep: Class 15 contains 44531 members 
Mstep: Class 16 contains 35828 members 
Mstep: Class 17 contains 18679 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 13326 members 
Mstep: Class 23 contains 44319 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38904 members 
Mstep: Class 26 contains 8693 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39796 members 
Mstep: Class 29 contains 41118 members 
Mstep: Class 30 contains 49973 members 
Mstep: Class 31 contains 5958 members 
Mstep: Class 32 contains 32936 members 
Mstep: Class 33 contains 43477 members 
Mstep: Class 34 contains 42783 members 
Mstep: Class 35 contains 43031 members 
Mstep: Class 36 contains 8014 members 
Mstep: Class 37 contains 38515 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43045 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433072.000000 Penalty: 148555.890625
Iteration 226Q: 44 clusters Score -1.964331e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 47697 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16364 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 40646 members 
Mstep: Class 9 contains 47363 members 
Mstep: Class 10 contains 50318 members 
Mstep: Class 11 contains 40695 members 
Mstep: Class 12 contains 48162 members 
Mstep: Class 13 contains 52205 members 
Mstep: Class 14 contains 39894 members 
Mstep: Class 15 contains 44518 members 
Mstep: Class 16 contains 35825 members 
Mstep: Class 17 contains 18676 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6641 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 44296 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38847 members 
Mstep: Class 26 contains 8695 members 
Mstep: Class 27 contains 46609 members 
Mstep: Class 28 contains 39767 members 
Mstep: Class 29 contains 41135 members 
Mstep: Class 30 contains 50028 members 
Mstep: Class 31 contains 5959 members 
Mstep: Class 32 contains 32933 members 
Mstep: Class 33 contains 43448 members 
Mstep: Class 34 contains 42808 members 
Mstep: Class 35 contains 43027 members 
Mstep: Class 36 contains 8020 members 
Mstep: Class 37 contains 38516 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43053 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432896.000000 Penalty: 148555.890625
Iteration 227Q: 44 clusters Score -1.964329e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 47702 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 40637 members 
Mstep: Class 9 contains 47372 members 
Mstep: Class 10 contains 50309 members 
Mstep: Class 11 contains 40521 members 
Mstep: Class 12 contains 48161 members 
Mstep: Class 13 contains 52400 members 
Mstep: Class 14 contains 39889 members 
Mstep: Class 15 contains 44523 members 
Mstep: Class 16 contains 35822 members 
Mstep: Class 17 contains 18669 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 44270 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38797 members 
Mstep: Class 26 contains 8695 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39739 members 
Mstep: Class 29 contains 41135 members 
Mstep: Class 30 contains 50083 members 
Mstep: Class 31 contains 5960 members 
Mstep: Class 32 contains 32962 members 
Mstep: Class 33 contains 43413 members 
Mstep: Class 34 contains 42820 members 
Mstep: Class 35 contains 43042 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 38515 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43065 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433168.000000 Penalty: 148555.890625
Iteration 228Q: 44 clusters Score -1.964332e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 47716 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 40627 members 
Mstep: Class 9 contains 47378 members 
Mstep: Class 10 contains 50300 members 
Mstep: Class 11 contains 40303 members 
Mstep: Class 12 contains 48152 members 
Mstep: Class 13 contains 52633 members 
Mstep: Class 14 contains 39889 members 
Mstep: Class 15 contains 44512 members 
Mstep: Class 16 contains 35819 members 
Mstep: Class 17 contains 18665 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 44240 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38769 members 
Mstep: Class 26 contains 8696 members 
Mstep: Class 27 contains 46613 members 
Mstep: Class 28 contains 39724 members 
Mstep: Class 29 contains 41138 members 
Mstep: Class 30 contains 50109 members 
Mstep: Class 31 contains 5964 members 
Mstep: Class 32 contains 32995 members 
Mstep: Class 33 contains 43404 members 
Mstep: Class 34 contains 42835 members 
Mstep: Class 35 contains 43064 members 
Mstep: Class 36 contains 8031 members 
Mstep: Class 37 contains 38514 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43060 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432880.000000 Penalty: 148555.890625
Iteration 229Q: 44 clusters Score -1.964329e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16378 members 
Mstep: Class 4 contains 47723 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 40617 members 
Mstep: Class 9 contains 47384 members 
Mstep: Class 10 contains 50283 members 
Mstep: Class 11 contains 40071 members 
Mstep: Class 12 contains 48140 members 
Mstep: Class 13 contains 52858 members 
Mstep: Class 14 contains 39872 members 
Mstep: Class 15 contains 44512 members 
Mstep: Class 16 contains 35817 members 
Mstep: Class 17 contains 18662 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6631 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 44217 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38736 members 
Mstep: Class 26 contains 8695 members 
Mstep: Class 27 contains 46617 members 
Mstep: Class 28 contains 39715 members 
Mstep: Class 29 contains 41140 members 
Mstep: Class 30 contains 50142 members 
Mstep: Class 31 contains 5966 members 
Mstep: Class 32 contains 33043 members 
Mstep: Class 33 contains 43415 members 
Mstep: Class 34 contains 42838 members 
Mstep: Class 35 contains 43065 members 
Mstep: Class 36 contains 8030 members 
Mstep: Class 37 contains 38516 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43063 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432592.000000 Penalty: 148555.890625
Iteration 230Q: 44 clusters Score -1.964326e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16372 members 
Mstep: Class 4 contains 47732 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 40601 members 
Mstep: Class 9 contains 47399 members 
Mstep: Class 10 contains 50280 members 
Mstep: Class 11 contains 39840 members 
Mstep: Class 12 contains 48131 members 
Mstep: Class 13 contains 53104 members 
Mstep: Class 14 contains 39864 members 
Mstep: Class 15 contains 44501 members 
Mstep: Class 16 contains 35819 members 
Mstep: Class 17 contains 18659 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44190 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38702 members 
Mstep: Class 26 contains 8690 members 
Mstep: Class 27 contains 46620 members 
Mstep: Class 28 contains 39702 members 
Mstep: Class 29 contains 41143 members 
Mstep: Class 30 contains 50171 members 
Mstep: Class 31 contains 5966 members 
Mstep: Class 32 contains 33071 members 
Mstep: Class 33 contains 43437 members 
Mstep: Class 34 contains 42842 members 
Mstep: Class 35 contains 43061 members 
Mstep: Class 36 contains 8039 members 
Mstep: Class 37 contains 38517 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43064 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432800.000000 Penalty: 148555.890625
Iteration 231Q: 44 clusters Score -1.964328e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16369 members 
Mstep: Class 4 contains 47746 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 40590 members 
Mstep: Class 9 contains 47417 members 
Mstep: Class 10 contains 50276 members 
Mstep: Class 11 contains 39613 members 
Mstep: Class 12 contains 48133 members 
Mstep: Class 13 contains 53350 members 
Mstep: Class 14 contains 39845 members 
Mstep: Class 15 contains 44507 members 
Mstep: Class 16 contains 35818 members 
Mstep: Class 17 contains 18654 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44155 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38679 members 
Mstep: Class 26 contains 8692 members 
Mstep: Class 27 contains 46620 members 
Mstep: Class 28 contains 39711 members 
Mstep: Class 29 contains 41144 members 
Mstep: Class 30 contains 50172 members 
Mstep: Class 31 contains 5968 members 
Mstep: Class 32 contains 33109 members 
Mstep: Class 33 contains 43465 members 
Mstep: Class 34 contains 42816 members 
Mstep: Class 35 contains 43062 members 
Mstep: Class 36 contains 8043 members 
Mstep: Class 37 contains 38517 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43067 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432608.000000 Penalty: 148555.890625
Iteration 232Q: 44 clusters Score -1.964326e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15400 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 47757 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 40586 members 
Mstep: Class 9 contains 47414 members 
Mstep: Class 10 contains 50267 members 
Mstep: Class 11 contains 39396 members 
Mstep: Class 12 contains 48122 members 
Mstep: Class 13 contains 53600 members 
Mstep: Class 14 contains 39839 members 
Mstep: Class 15 contains 44512 members 
Mstep: Class 16 contains 35818 members 
Mstep: Class 17 contains 18654 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 13326 members 
Mstep: Class 23 contains 44129 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38651 members 
Mstep: Class 26 contains 8692 members 
Mstep: Class 27 contains 46620 members 
Mstep: Class 28 contains 39695 members 
Mstep: Class 29 contains 41147 members 
Mstep: Class 30 contains 50167 members 
Mstep: Class 31 contains 5969 members 
Mstep: Class 32 contains 33149 members 
Mstep: Class 33 contains 43493 members 
Mstep: Class 34 contains 42791 members 
Mstep: Class 35 contains 43070 members 
Mstep: Class 36 contains 8038 members 
Mstep: Class 37 contains 38515 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43065 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432544.000000 Penalty: 148555.890625
Iteration 233Q: 44 clusters Score -1.964325e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16374 members 
Mstep: Class 4 contains 47757 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40575 members 
Mstep: Class 9 contains 47428 members 
Mstep: Class 10 contains 50265 members 
Mstep: Class 11 contains 39205 members 
Mstep: Class 12 contains 48110 members 
Mstep: Class 13 contains 53803 members 
Mstep: Class 14 contains 39832 members 
Mstep: Class 15 contains 44509 members 
Mstep: Class 16 contains 35822 members 
Mstep: Class 17 contains 18653 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 13326 members 
Mstep: Class 23 contains 44108 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38631 members 
Mstep: Class 26 contains 8690 members 
Mstep: Class 27 contains 46620 members 
Mstep: Class 28 contains 39697 members 
Mstep: Class 29 contains 41135 members 
Mstep: Class 30 contains 50161 members 
Mstep: Class 31 contains 5969 members 
Mstep: Class 32 contains 33207 members 
Mstep: Class 33 contains 43491 members 
Mstep: Class 34 contains 42787 members 
Mstep: Class 35 contains 43069 members 
Mstep: Class 36 contains 8040 members 
Mstep: Class 37 contains 38516 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43071 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432336.000000 Penalty: 148555.890625
Iteration 234Q: 44 clusters Score -1.964323e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16378 members 
Mstep: Class 4 contains 47766 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40557 members 
Mstep: Class 9 contains 47440 members 
Mstep: Class 10 contains 50258 members 
Mstep: Class 11 contains 39004 members 
Mstep: Class 12 contains 48104 members 
Mstep: Class 13 contains 54006 members 
Mstep: Class 14 contains 39828 members 
Mstep: Class 15 contains 44498 members 
Mstep: Class 16 contains 35825 members 
Mstep: Class 17 contains 18657 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44083 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38606 members 
Mstep: Class 26 contains 8693 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39698 members 
Mstep: Class 29 contains 41139 members 
Mstep: Class 30 contains 50149 members 
Mstep: Class 31 contains 5970 members 
Mstep: Class 32 contains 33258 members 
Mstep: Class 33 contains 43502 members 
Mstep: Class 34 contains 42787 members 
Mstep: Class 35 contains 43058 members 
Mstep: Class 36 contains 8034 members 
Mstep: Class 37 contains 38518 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43072 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432160.000000 Penalty: 148555.890625
Iteration 235Q: 44 clusters Score -1.964322e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 47765 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 40543 members 
Mstep: Class 9 contains 47445 members 
Mstep: Class 10 contains 50259 members 
Mstep: Class 11 contains 38815 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 54190 members 
Mstep: Class 14 contains 39815 members 
Mstep: Class 15 contains 44496 members 
Mstep: Class 16 contains 35826 members 
Mstep: Class 17 contains 18652 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6624 members 
Mstep: Class 22 contains 13333 members 
Mstep: Class 23 contains 44062 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38585 members 
Mstep: Class 26 contains 8692 members 
Mstep: Class 27 contains 46620 members 
Mstep: Class 28 contains 39710 members 
Mstep: Class 29 contains 41153 members 
Mstep: Class 30 contains 50141 members 
Mstep: Class 31 contains 5971 members 
Mstep: Class 32 contains 33315 members 
Mstep: Class 33 contains 43493 members 
Mstep: Class 34 contains 42785 members 
Mstep: Class 35 contains 43050 members 
Mstep: Class 36 contains 8030 members 
Mstep: Class 37 contains 38520 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43074 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432176.000000 Penalty: 148555.890625
Iteration 236Q: 44 clusters Score -1.964322e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16377 members 
Mstep: Class 4 contains 47774 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16337 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 40528 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 50256 members 
Mstep: Class 11 contains 38602 members 
Mstep: Class 12 contains 48100 members 
Mstep: Class 13 contains 54331 members 
Mstep: Class 14 contains 39793 members 
Mstep: Class 15 contains 44498 members 
Mstep: Class 16 contains 35824 members 
Mstep: Class 17 contains 18648 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6621 members 
Mstep: Class 22 contains 13333 members 
Mstep: Class 23 contains 44058 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38562 members 
Mstep: Class 26 contains 8688 members 
Mstep: Class 27 contains 46620 members 
Mstep: Class 28 contains 39719 members 
Mstep: Class 29 contains 41161 members 
Mstep: Class 30 contains 50152 members 
Mstep: Class 31 contains 5972 members 
Mstep: Class 32 contains 33405 members 
Mstep: Class 33 contains 43498 members 
Mstep: Class 34 contains 42780 members 
Mstep: Class 35 contains 43045 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 38523 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43073 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431920.000000 Penalty: 148555.890625
Iteration 237Q: 44 clusters Score -1.964319e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 16373 members 
Mstep: Class 4 contains 47785 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 40520 members 
Mstep: Class 9 contains 47458 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 48119 members 
Mstep: Class 13 contains 54455 members 
Mstep: Class 14 contains 39761 members 
Mstep: Class 15 contains 44498 members 
Mstep: Class 16 contains 35822 members 
Mstep: Class 17 contains 18651 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6617 members 
Mstep: Class 22 contains 13334 members 
Mstep: Class 23 contains 44047 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38549 members 
Mstep: Class 26 contains 8683 members 
Mstep: Class 27 contains 46621 members 
Mstep: Class 28 contains 39724 members 
Mstep: Class 29 contains 41168 members 
Mstep: Class 30 contains 50145 members 
Mstep: Class 31 contains 5972 members 
Mstep: Class 32 contains 33508 members 
Mstep: Class 33 contains 43521 members 
Mstep: Class 34 contains 42766 members 
Mstep: Class 35 contains 43027 members 
Mstep: Class 36 contains 8055 members 
Mstep: Class 37 contains 38525 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43075 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431664.000000 Penalty: 148555.890625
Iteration 238Q: 44 clusters Score -1.964317e+08 nChanged 1108
Entering ConstructFrom: 
Score: -196431664.000000 Penalty: 148555.890625
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99965.414062 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -99965.41 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100643.421875 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100643.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100965.039062 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101237.039062 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -101237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101416.062500 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -101416.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101541.593750 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -101541.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101639.414062 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -101639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101677.054688 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -101677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101723.796875 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -101723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101762.992188 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101837.804688 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101892.289062 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101953.632812 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -101953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102001.421875 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -102001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102030.437500 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -102030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102040.335938 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -102040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102049.875000 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -102049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102052.218750 Penalty: 3341.535645
	Iteration 17F: 3 clusters Score -102052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102054.750000 Penalty: 3341.535645
	Iteration 18Q: 3 clusters Score -102054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102057.484375 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -102057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102059.351562 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -102059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 40511 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 38242 members 
Mstep: Class 12 contains 48124 members 
Mstep: Class 13 contains 54542 members 
Mstep: Class 14 contains 39736 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 35829 members 
Mstep: Class 17 contains 18650 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6614 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44047 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38529 members 
Mstep: Class 26 contains 8675 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39729 members 
Mstep: Class 29 contains 41164 members 
Mstep: Class 30 contains 50149 members 
Mstep: Class 31 contains 5972 members 
Mstep: Class 32 contains 33628 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 42752 members 
Mstep: Class 35 contains 43026 members 
Mstep: Class 36 contains 8066 members 
Mstep: Class 37 contains 38526 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43074 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43265 members 
Mstep: Class 44 contains 472 members 
Entering Unmasked Estep 
Score: -196430352.000000 Penalty: 152010.671875
Splitting cluster 1 changes total score from -196431664.000000 to -196430352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Entering Unmasked Estep 
Score: -2731524.500000 Penalty: 2391.214111
	Iteration 0F: 2 clusters Score -2731524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2720416.500000 Penalty: 4782.428223
	Iteration 0F: 3 clusters Score -2720416 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2723877.750000 Penalty: 4782.428223
	Iteration 1F: 3 clusters Score -2723878 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2724293.250000 Penalty: 4782.428223
	Iteration 2F: 3 clusters Score -2724293 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2724642.000000 Penalty: 4782.428223
	Iteration 3F: 3 clusters Score -2724642 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2724989.000000 Penalty: 4782.428223
	Iteration 4Q: 3 clusters Score -2724989 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2725364.750000 Penalty: 4782.428223
	Iteration 5Q: 3 clusters Score -2725365 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2725804.000000 Penalty: 4782.428223
	Iteration 6Q: 3 clusters Score -2725804 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2726345.250000 Penalty: 4782.428223
	Iteration 7F: 3 clusters Score -2726345 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2727070.250000 Penalty: 4782.428223
	Iteration 8F: 3 clusters Score -2727070 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2727840.250000 Penalty: 4782.428223
	Iteration 9F: 3 clusters Score -2727840 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2728489.250000 Penalty: 4782.428223
	Iteration 10Q: 3 clusters Score -2728489 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2728907.000000 Penalty: 4782.428223
	Iteration 11Q: 3 clusters Score -2728907 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2729157.750000 Penalty: 4782.428223
	Iteration 12Q: 3 clusters Score -2729158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2729314.500000 Penalty: 4782.428223
	Iteration 13Q: 3 clusters Score -2729314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2729423.250000 Penalty: 4782.428223
	Iteration 14Q: 3 clusters Score -2729423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2729468.500000 Penalty: 4782.428223
	Iteration 15Q: 3 clusters Score -2729468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2729490.500000 Penalty: 4782.428223
	Iteration 16Q: 3 clusters Score -2729490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2729500.750000 Penalty: 4782.428223
	Iteration 17Q: 3 clusters Score -2729501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2729522.500000 Penalty: 4782.428223
	Iteration 18Q: 3 clusters Score -2729522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2729536.250000 Penalty: 4782.428223
	Iteration 19Q: 3 clusters Score -2729536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2729546.000000 Penalty: 4782.428223
	Iteration 20F: 3 clusters Score -2729546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2729550.500000 Penalty: 4782.428223
	Iteration 21Q: 3 clusters Score -2729550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2729556.750000 Penalty: 4782.428223
	Iteration 22Q: 3 clusters Score -2729557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2729566.250000 Penalty: 4782.428223
	Iteration 23Q: 3 clusters Score -2729566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2729567.500000 Penalty: 4782.428223
	Iteration 24Q: 3 clusters Score -2729568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2729568.250000 Penalty: 4782.428223
	Iteration 25Q: 3 clusters Score -2729568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2729570.250000 Penalty: 4782.428223
	Iteration 26Q: 3 clusters Score -2729570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2729570.250000 Penalty: 4782.428223
	Iteration 27F: 3 clusters Score -2729570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Entering Unmasked Estep 
Score: -2879686.500000 Penalty: 2406.485840
	Iteration 0F: 2 clusters Score -2879686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2868007.750000 Penalty: 4812.971680
	Iteration 0F: 3 clusters Score -2868008 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2871943.500000 Penalty: 4812.971680
	Iteration 1F: 3 clusters Score -2871944 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2872401.500000 Penalty: 4812.971680
	Iteration 2F: 3 clusters Score -2872402 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2872815.250000 Penalty: 4812.971680
	Iteration 3F: 3 clusters Score -2872815 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2873239.500000 Penalty: 4812.971680
	Iteration 4F: 3 clusters Score -2873240 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2873664.750000 Penalty: 4812.971680
	Iteration 5Q: 3 clusters Score -2873665 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2874108.000000 Penalty: 4812.971680
	Iteration 6F: 3 clusters Score -2874108 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2874611.250000 Penalty: 4812.971680
	Iteration 7Q: 3 clusters Score -2874611 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2875132.500000 Penalty: 4812.971680
	Iteration 8Q: 3 clusters Score -2875132 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2875623.000000 Penalty: 4812.971680
	Iteration 9Q: 3 clusters Score -2875623 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2876057.000000 Penalty: 4812.971680
	Iteration 10Q: 3 clusters Score -2876057 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2876406.500000 Penalty: 4812.971680
	Iteration 11Q: 3 clusters Score -2876406 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2876696.500000 Penalty: 4812.971680
	Iteration 12Q: 3 clusters Score -2876696 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2876917.250000 Penalty: 4812.971680
	Iteration 13Q: 3 clusters Score -2876917 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2877089.250000 Penalty: 4812.971680
	Iteration 14Q: 3 clusters Score -2877089 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2877230.750000 Penalty: 4812.971680
	Iteration 15Q: 3 clusters Score -2877231 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2877351.250000 Penalty: 4812.971680
	Iteration 16Q: 3 clusters Score -2877351 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2877437.500000 Penalty: 4812.971680
	Iteration 17Q: 3 clusters Score -2877438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2877508.750000 Penalty: 4812.971680
	Iteration 18Q: 3 clusters Score -2877509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2877567.750000 Penalty: 4812.971680
	Iteration 19Q: 3 clusters Score -2877568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2877603.750000 Penalty: 4812.971680
	Iteration 20F: 3 clusters Score -2877604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2877633.500000 Penalty: 4812.971680
	Iteration 21Q: 3 clusters Score -2877634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2877665.000000 Penalty: 4812.971680
	Iteration 22Q: 3 clusters Score -2877665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2877688.750000 Penalty: 4812.971680
	Iteration 23Q: 3 clusters Score -2877689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2877717.000000 Penalty: 4812.971680
	Iteration 24Q: 3 clusters Score -2877717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2877738.500000 Penalty: 4812.971680
	Iteration 25Q: 3 clusters Score -2877738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2877751.750000 Penalty: 4812.971680
	Iteration 26Q: 3 clusters Score -2877752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2877765.750000 Penalty: 4812.971680
	Iteration 27Q: 3 clusters Score -2877766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2877786.250000 Penalty: 4812.971680
	Iteration 28Q: 3 clusters Score -2877786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2877798.750000 Penalty: 4812.971680
	Iteration 29Q: 3 clusters Score -2877799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2877801.250000 Penalty: 4812.971680
	Iteration 30Q: 3 clusters Score -2877801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2877807.250000 Penalty: 4812.971680
	Iteration 31Q: 3 clusters Score -2877807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2877807.500000 Penalty: 4812.971680
	Iteration 32Q: 3 clusters Score -2877808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2877812.000000 Penalty: 4812.971680
	Iteration 33Q: 3 clusters Score -2877812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2877815.750000 Penalty: 4812.971680
	Iteration 34Q: 3 clusters Score -2877816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2877813.250000 Penalty: 4812.971680
	Iteration 35Q: 3 clusters Score -2877813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2877819.250000 Penalty: 4812.971680
	Iteration 36Q: 3 clusters Score -2877819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2877817.000000 Penalty: 4812.971680
	Iteration 37Q: 3 clusters Score -2877817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2877820.750000 Penalty: 4812.971680
	Iteration 38Q: 3 clusters Score -2877821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2877819.750000 Penalty: 4812.971680
	Iteration 39Q: 3 clusters Score -2877820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2877821.000000 Penalty: 4812.971680
	Iteration 40F: 3 clusters Score -2877821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2877821.750000 Penalty: 4812.971680
	Iteration 41Q: 3 clusters Score -2877822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2877824.500000 Penalty: 4812.971680
	Iteration 42Q: 3 clusters Score -2877824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2877824.500000 Penalty: 4812.971680
	Iteration 43Q: 3 clusters Score -2877824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2877824.750000 Penalty: 4812.971680
	Iteration 44Q: 3 clusters Score -2877825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2877834.500000 Penalty: 4812.971680
	Iteration 45Q: 3 clusters Score -2877834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2877833.000000 Penalty: 4812.971680
	Iteration 46Q: 3 clusters Score -2877833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2877833.000000 Penalty: 4812.971680
	Iteration 47F: 3 clusters Score -2877833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Entering Unmasked Estep 
Score: -8624341.000000 Penalty: 2672.047119
	Iteration 0F: 2 clusters Score -8624341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -8594374.000000 Penalty: 5344.094238
	Iteration 0F: 3 clusters Score -8594374 nChanged 22019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -8606456.000000 Penalty: 5344.094238
	Iteration 1F: 3 clusters Score -8606456 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -8606926.000000 Penalty: 5344.094238
	Iteration 2Q: 3 clusters Score -8606926 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -8607603.000000 Penalty: 5344.094238
	Iteration 3Q: 3 clusters Score -8607603 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -8608548.000000 Penalty: 5344.094238
	Iteration 4Q: 3 clusters Score -8608548 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -8609895.000000 Penalty: 5344.094238
	Iteration 5F: 3 clusters Score -8609895 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -8612195.000000 Penalty: 5344.094238
	Iteration 6F: 3 clusters Score -8612195 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -8615190.000000 Penalty: 5344.094238
	Iteration 7F: 3 clusters Score -8615190 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -8618340.000000 Penalty: 5344.094238
	Iteration 8F: 3 clusters Score -8618340 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8620229.000000 Penalty: 5344.094238
	Iteration 9F: 3 clusters Score -8620229 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8621276.000000 Penalty: 5344.094238
	Iteration 10Q: 3 clusters Score -8621276 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8621646.000000 Penalty: 5344.094238
	Iteration 11Q: 3 clusters Score -8621646 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -8621837.000000 Penalty: 5344.094238
	Iteration 12Q: 3 clusters Score -8621837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -8621911.000000 Penalty: 5344.094238
	Iteration 13Q: 3 clusters Score -8621911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -8621956.000000 Penalty: 5344.094238
	Iteration 14Q: 3 clusters Score -8621956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -8621982.000000 Penalty: 5344.094238
	Iteration 15Q: 3 clusters Score -8621982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -8621995.000000 Penalty: 5344.094238
	Iteration 16Q: 3 clusters Score -8621995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -8622004.000000 Penalty: 5344.094238
	Iteration 17Q: 3 clusters Score -8622004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -8622018.000000 Penalty: 5344.094238
	Iteration 18Q: 3 clusters Score -8622018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8622037.000000 Penalty: 5344.094238
	Iteration 19Q: 3 clusters Score -8622037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -8622033.000000 Penalty: 5344.094238
	Iteration 20F: 3 clusters Score -8622033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -8622030.000000 Penalty: 5344.094238
	Iteration 21Q: 3 clusters Score -8622030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -8622030.000000 Penalty: 5344.094238
	Iteration 22F: 3 clusters Score -8622030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -398529.000000 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -398529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -395704.343750 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -395704.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -396514.562500 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -396514.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -396815.625000 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -396815.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -397016.062500 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -397016.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -397174.656250 Penalty: 3871.515381
	Iteration 4F: 3 clusters Score -397174.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -397309.406250 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -397309.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -397450.937500 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -397450.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -397741.531250 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -397741.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -398078.343750 Penalty: 3871.515381
	Iteration 8F: 3 clusters Score -398078.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -398278.218750 Penalty: 3871.515381
	Iteration 9F: 3 clusters Score -398278.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -398425.687500 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -398425.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -398548.906250 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -398548.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -398660.718750 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -398660.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -398755.968750 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -398756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -398841.468750 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -398841.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -398929.062500 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -398929.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -398989.437500 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -398989.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -399014.406250 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -399014.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -399024.343750 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -399024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -399028.562500 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -399028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -399029.156250 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -399029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -399032.843750 Penalty: 3871.515381
	Iteration 21Q: 3 clusters Score -399032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -399032.843750 Penalty: 3871.515381
	Iteration 22F: 3 clusters Score -399032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 5 contains 2022 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 40511 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 38242 members 
Mstep: Class 12 contains 48124 members 
Mstep: Class 13 contains 54542 members 
Mstep: Class 14 contains 39736 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 35829 members 
Mstep: Class 17 contains 18650 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6614 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44047 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38529 members 
Mstep: Class 26 contains 8675 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39729 members 
Mstep: Class 29 contains 41164 members 
Mstep: Class 30 contains 50149 members 
Mstep: Class 31 contains 5972 members 
Mstep: Class 32 contains 33628 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 42752 members 
Mstep: Class 35 contains 43026 members 
Mstep: Class 36 contains 8066 members 
Mstep: Class 37 contains 38526 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43074 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43265 members 
Mstep: Class 44 contains 432 members 
Entering Unmasked Estep 
Score: -196430608.000000 Penalty: 152010.671875
Splitting cluster 5 changes total score from -196431664.000000 to -196430608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Entering Unmasked Estep 
Score: -2877391.000000 Penalty: 2405.924805
	Iteration 0F: 2 clusters Score -2877391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2865693.000000 Penalty: 4811.849609
	Iteration 0F: 3 clusters Score -2865693 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2869435.250000 Penalty: 4811.849609
	Iteration 1F: 3 clusters Score -2869435 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2869815.000000 Penalty: 4811.849609
	Iteration 2F: 3 clusters Score -2869815 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2870134.500000 Penalty: 4811.849609
	Iteration 3Q: 3 clusters Score -2870134 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2870444.000000 Penalty: 4811.849609
	Iteration 4Q: 3 clusters Score -2870444 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2870762.750000 Penalty: 4811.849609
	Iteration 5Q: 3 clusters Score -2870763 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2871070.000000 Penalty: 4811.849609
	Iteration 6Q: 3 clusters Score -2871070 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2871427.750000 Penalty: 4811.849609
	Iteration 7Q: 3 clusters Score -2871428 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2871853.000000 Penalty: 4811.849609
	Iteration 8Q: 3 clusters Score -2871853 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2872378.750000 Penalty: 4811.849609
	Iteration 9Q: 3 clusters Score -2872379 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2872993.250000 Penalty: 4811.849609
	Iteration 10Q: 3 clusters Score -2872993 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2873634.750000 Penalty: 4811.849609
	Iteration 11Q: 3 clusters Score -2873635 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2874172.000000 Penalty: 4811.849609
	Iteration 12Q: 3 clusters Score -2874172 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2874598.750000 Penalty: 4811.849609
	Iteration 13Q: 3 clusters Score -2874599 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2874929.000000 Penalty: 4811.849609
	Iteration 14Q: 3 clusters Score -2874929 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2875186.750000 Penalty: 4811.849609
	Iteration 15Q: 3 clusters Score -2875187 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2875417.750000 Penalty: 4811.849609
	Iteration 16Q: 3 clusters Score -2875418 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2875682.000000 Penalty: 4811.849609
	Iteration 17Q: 3 clusters Score -2875682 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2875923.250000 Penalty: 4811.849609
	Iteration 18Q: 3 clusters Score -2875923 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2876152.250000 Penalty: 4811.849609
	Iteration 19Q: 3 clusters Score -2876152 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2876311.250000 Penalty: 4811.849609
	Iteration 20F: 3 clusters Score -2876311 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2876377.500000 Penalty: 4811.849609
	Iteration 21Q: 3 clusters Score -2876378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2876447.750000 Penalty: 4811.849609
	Iteration 22Q: 3 clusters Score -2876448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2876496.750000 Penalty: 4811.849609
	Iteration 23Q: 3 clusters Score -2876497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2876517.250000 Penalty: 4811.849609
	Iteration 24Q: 3 clusters Score -2876517 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2876539.500000 Penalty: 4811.849609
	Iteration 25Q: 3 clusters Score -2876540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2876556.500000 Penalty: 4811.849609
	Iteration 26Q: 3 clusters Score -2876556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2876562.750000 Penalty: 4811.849609
	Iteration 27Q: 3 clusters Score -2876563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2876574.500000 Penalty: 4811.849609
	Iteration 28Q: 3 clusters Score -2876574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2876580.750000 Penalty: 4811.849609
	Iteration 29Q: 3 clusters Score -2876581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2876581.000000 Penalty: 4811.849609
	Iteration 30Q: 3 clusters Score -2876581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2876581.750000 Penalty: 4811.849609
	Iteration 31Q: 3 clusters Score -2876582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2876589.000000 Penalty: 4811.849609
	Iteration 32Q: 3 clusters Score -2876589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2876593.500000 Penalty: 4811.849609
	Iteration 33Q: 3 clusters Score -2876594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2876597.250000 Penalty: 4811.849609
	Iteration 34Q: 3 clusters Score -2876597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2876594.250000 Penalty: 4811.849609
	Iteration 35Q: 3 clusters Score -2876594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2876599.500000 Penalty: 4811.849609
	Iteration 36Q: 3 clusters Score -2876600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2876599.750000 Penalty: 4811.849609
	Iteration 37Q: 3 clusters Score -2876600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2876597.000000 Penalty: 4811.849609
	Iteration 38Q: 3 clusters Score -2876597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2876594.500000 Penalty: 4811.849609
	Iteration 39Q: 3 clusters Score -2876594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2876591.000000 Penalty: 4811.849609
	Iteration 40F: 3 clusters Score -2876591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2876598.000000 Penalty: 4811.849609
	Iteration 41Q: 3 clusters Score -2876598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2876601.750000 Penalty: 4811.849609
	Iteration 42Q: 3 clusters Score -2876602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2876602.500000 Penalty: 4811.849609
	Iteration 43Q: 3 clusters Score -2876602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2876603.250000 Penalty: 4811.849609
	Iteration 44Q: 3 clusters Score -2876603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2876605.000000 Penalty: 4811.849609
	Iteration 45Q: 3 clusters Score -2876605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2876603.750000 Penalty: 4811.849609
	Iteration 46Q: 3 clusters Score -2876604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2876607.750000 Penalty: 4811.849609
	Iteration 47Q: 3 clusters Score -2876608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2876605.750000 Penalty: 4811.849609
	Iteration 48Q: 3 clusters Score -2876606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2876606.250000 Penalty: 4811.849609
	Iteration 49Q: 3 clusters Score -2876606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2876607.500000 Penalty: 4811.849609
	Iteration 50Q: 3 clusters Score -2876608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2876603.500000 Penalty: 4811.849609
	Iteration 51Q: 3 clusters Score -2876604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2876604.250000 Penalty: 4811.849609
	Iteration 52Q: 3 clusters Score -2876604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2876606.750000 Penalty: 4811.849609
	Iteration 53Q: 3 clusters Score -2876607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2876605.750000 Penalty: 4811.849609
	Iteration 54Q: 3 clusters Score -2876606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2876606.000000 Penalty: 4811.849609
	Iteration 55Q: 3 clusters Score -2876606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2876603.750000 Penalty: 4811.849609
	Iteration 56Q: 3 clusters Score -2876604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2876606.750000 Penalty: 4811.849609
	Iteration 57Q: 3 clusters Score -2876607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2876607.000000 Penalty: 4811.849609
	Iteration 58Q: 3 clusters Score -2876607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2876604.000000 Penalty: 4811.849609
	Iteration 59Q: 3 clusters Score -2876604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2876602.000000 Penalty: 4811.849609
	Iteration 60F: 3 clusters Score -2876602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2876601.750000 Penalty: 4811.849609
	Iteration 61Q: 3 clusters Score -2876602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2876610.250000 Penalty: 4811.849609
	Iteration 62Q: 3 clusters Score -2876610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2876606.000000 Penalty: 4811.849609
	Iteration 63Q: 3 clusters Score -2876606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2876611.000000 Penalty: 4811.849609
	Iteration 64Q: 3 clusters Score -2876611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2876611.000000 Penalty: 4811.849609
	Iteration 65F: 3 clusters Score -2876611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -1121978.875000 Penalty: 2177.520996
	Iteration 0F: 2 clusters Score -1121979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1116528.000000 Penalty: 4355.041992
	Iteration 0F: 3 clusters Score -1116528 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1118101.125000 Penalty: 4355.041992
	Iteration 1F: 3 clusters Score -1118101 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1118745.625000 Penalty: 4355.041992
	Iteration 2F: 3 clusters Score -1118746 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1119324.000000 Penalty: 4355.041992
	Iteration 3F: 3 clusters Score -1119324 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1120003.875000 Penalty: 4355.041992
	Iteration 4F: 3 clusters Score -1120004 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1120597.875000 Penalty: 4355.041992
	Iteration 5F: 3 clusters Score -1120598 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1121035.500000 Penalty: 4355.041992
	Iteration 6F: 3 clusters Score -1121036 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1121374.500000 Penalty: 4355.041992
	Iteration 7F: 3 clusters Score -1121374 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1121598.250000 Penalty: 4355.041992
	Iteration 8Q: 3 clusters Score -1121598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1121739.000000 Penalty: 4355.041992
	Iteration 9Q: 3 clusters Score -1121739 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1121814.000000 Penalty: 4355.041992
	Iteration 10Q: 3 clusters Score -1121814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1121866.750000 Penalty: 4355.041992
	Iteration 11Q: 3 clusters Score -1121867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1121911.250000 Penalty: 4355.041992
	Iteration 12Q: 3 clusters Score -1121911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1121944.250000 Penalty: 4355.041992
	Iteration 13Q: 3 clusters Score -1121944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1121974.250000 Penalty: 4355.041992
	Iteration 14Q: 3 clusters Score -1121974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1122001.500000 Penalty: 4355.041992
	Iteration 15Q: 3 clusters Score -1122002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1122018.375000 Penalty: 4355.041992
	Iteration 16Q: 3 clusters Score -1122018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1122034.125000 Penalty: 4355.041992
	Iteration 17Q: 3 clusters Score -1122034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1122054.500000 Penalty: 4355.041992
	Iteration 18Q: 3 clusters Score -1122054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1122075.250000 Penalty: 4355.041992
	Iteration 19Q: 3 clusters Score -1122075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1122090.625000 Penalty: 4355.041992
	Iteration 20F: 3 clusters Score -1122091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1122112.750000 Penalty: 4355.041992
	Iteration 21Q: 3 clusters Score -1122113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1122136.125000 Penalty: 4355.041992
	Iteration 22Q: 3 clusters Score -1122136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1122155.250000 Penalty: 4355.041992
	Iteration 23Q: 3 clusters Score -1122155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1122161.125000 Penalty: 4355.041992
	Iteration 24Q: 3 clusters Score -1122161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1122172.375000 Penalty: 4355.041992
	Iteration 25Q: 3 clusters Score -1122172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1122177.500000 Penalty: 4355.041992
	Iteration 26Q: 3 clusters Score -1122178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1122176.250000 Penalty: 4355.041992
	Iteration 27Q: 3 clusters Score -1122176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1122181.375000 Penalty: 4355.041992
	Iteration 28Q: 3 clusters Score -1122181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1122182.000000 Penalty: 4355.041992
	Iteration 29Q: 3 clusters Score -1122182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1122185.000000 Penalty: 4355.041992
	Iteration 30Q: 3 clusters Score -1122185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1122186.000000 Penalty: 4355.041992
	Iteration 31Q: 3 clusters Score -1122186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1122187.000000 Penalty: 4355.041992
	Iteration 32Q: 3 clusters Score -1122187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1122188.125000 Penalty: 4355.041992
	Iteration 33Q: 3 clusters Score -1122188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1122188.125000 Penalty: 4355.041992
	Iteration 34F: 3 clusters Score -1122188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 40511 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 38242 members 
Mstep: Class 12 contains 48124 members 
Mstep: Class 13 contains 54542 members 
Mstep: Class 14 contains 39736 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 35829 members 
Mstep: Class 17 contains 18650 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6614 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44047 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38529 members 
Mstep: Class 26 contains 8675 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39729 members 
Mstep: Class 29 contains 41164 members 
Mstep: Class 30 contains 50149 members 
Mstep: Class 31 contains 5972 members 
Mstep: Class 32 contains 33628 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 42752 members 
Mstep: Class 35 contains 43026 members 
Mstep: Class 36 contains 8066 members 
Mstep: Class 37 contains 38526 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43074 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43265 members 
Mstep: Class 44 contains 5270 members 
Entering Unmasked Estep 
Score: -196430992.000000 Penalty: 152010.671875
Splitting cluster 7 changes total score from -196431664.000000 to -196430992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (40511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Entering Unmasked Estep 
Score: -7238496.000000 Penalty: 2631.113770
	Iteration 0F: 2 clusters Score -7238496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -7211440.000000 Penalty: 5262.227539
	Iteration 0F: 3 clusters Score -7211440 nChanged 18306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -7221311.500000 Penalty: 5262.227539
	Iteration 1F: 3 clusters Score -7221312 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -7221976.000000 Penalty: 5262.227539
	Iteration 2Q: 3 clusters Score -7221976 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -7222617.000000 Penalty: 5262.227539
	Iteration 3Q: 3 clusters Score -7222617 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -7223398.500000 Penalty: 5262.227539
	Iteration 4Q: 3 clusters Score -7223398 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -7224262.000000 Penalty: 5262.227539
	Iteration 5Q: 3 clusters Score -7224262 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -7225351.500000 Penalty: 5262.227539
	Iteration 6F: 3 clusters Score -7225352 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -7226828.500000 Penalty: 5262.227539
	Iteration 7F: 3 clusters Score -7226828 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -7228635.000000 Penalty: 5262.227539
	Iteration 8F: 3 clusters Score -7228635 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -7230479.000000 Penalty: 5262.227539
	Iteration 9F: 3 clusters Score -7230479 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -7232174.500000 Penalty: 5262.227539
	Iteration 10F: 3 clusters Score -7232174 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -7233619.000000 Penalty: 5262.227539
	Iteration 11Q: 3 clusters Score -7233619 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -7234557.500000 Penalty: 5262.227539
	Iteration 12Q: 3 clusters Score -7234558 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7235134.500000 Penalty: 5262.227539
	Iteration 13Q: 3 clusters Score -7235134 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -7235589.000000 Penalty: 5262.227539
	Iteration 14Q: 3 clusters Score -7235589 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7235917.000000 Penalty: 5262.227539
	Iteration 15Q: 3 clusters Score -7235917 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7236204.000000 Penalty: 5262.227539
	Iteration 16Q: 3 clusters Score -7236204 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -7236384.500000 Penalty: 5262.227539
	Iteration 17Q: 3 clusters Score -7236384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7236481.500000 Penalty: 5262.227539
	Iteration 18Q: 3 clusters Score -7236482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7236552.000000 Penalty: 5262.227539
	Iteration 19Q: 3 clusters Score -7236552 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7236594.000000 Penalty: 5262.227539
	Iteration 20F: 3 clusters Score -7236594 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7236627.500000 Penalty: 5262.227539
	Iteration 21Q: 3 clusters Score -7236628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7236669.500000 Penalty: 5262.227539
	Iteration 22Q: 3 clusters Score -7236670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7236669.500000 Penalty: 5262.227539
	Iteration 23Q: 3 clusters Score -7236670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7236682.500000 Penalty: 5262.227539
	Iteration 24Q: 3 clusters Score -7236682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7236693.000000 Penalty: 5262.227539
	Iteration 25Q: 3 clusters Score -7236693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7236701.000000 Penalty: 5262.227539
	Iteration 26Q: 3 clusters Score -7236701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7236700.500000 Penalty: 5262.227539
	Iteration 27Q: 3 clusters Score -7236700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7236709.000000 Penalty: 5262.227539
	Iteration 28Q: 3 clusters Score -7236709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7236713.000000 Penalty: 5262.227539
	Iteration 29Q: 3 clusters Score -7236713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7236710.000000 Penalty: 5262.227539
	Iteration 30Q: 3 clusters Score -7236710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7236710.500000 Penalty: 5262.227539
	Iteration 31Q: 3 clusters Score -7236710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7236713.500000 Penalty: 5262.227539
	Iteration 32Q: 3 clusters Score -7236714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7236714.500000 Penalty: 5262.227539
	Iteration 33Q: 3 clusters Score -7236714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7236717.500000 Penalty: 5262.227539
	Iteration 34Q: 3 clusters Score -7236718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7236712.000000 Penalty: 5262.227539
	Iteration 35Q: 3 clusters Score -7236712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7236703.500000 Penalty: 5262.227539
	Iteration 36Q: 3 clusters Score -7236704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7236705.000000 Penalty: 5262.227539
	Iteration 37Q: 3 clusters Score -7236705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7236706.000000 Penalty: 5262.227539
	Iteration 38Q: 3 clusters Score -7236706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7236701.000000 Penalty: 5262.227539
	Iteration 39Q: 3 clusters Score -7236701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7236704.000000 Penalty: 5262.227539
	Iteration 40F: 3 clusters Score -7236704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7236705.500000 Penalty: 5262.227539
	Iteration 41Q: 3 clusters Score -7236706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7236705.000000 Penalty: 5262.227539
	Iteration 42Q: 3 clusters Score -7236705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7236710.000000 Penalty: 5262.227539
	Iteration 43Q: 3 clusters Score -7236710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7236709.000000 Penalty: 5262.227539
	Iteration 44Q: 3 clusters Score -7236709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7236698.000000 Penalty: 5262.227539
	Iteration 45Q: 3 clusters Score -7236698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7236701.000000 Penalty: 5262.227539
	Iteration 46Q: 3 clusters Score -7236701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7236704.000000 Penalty: 5262.227539
	Iteration 47Q: 3 clusters Score -7236704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7236700.500000 Penalty: 5262.227539
	Iteration 48Q: 3 clusters Score -7236700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7236702.000000 Penalty: 5262.227539
	Iteration 49Q: 3 clusters Score -7236702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7236700.000000 Penalty: 5262.227539
	Iteration 50Q: 3 clusters Score -7236700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7236691.000000 Penalty: 5262.227539
	Iteration 51Q: 3 clusters Score -7236691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7236690.000000 Penalty: 5262.227539
	Iteration 52Q: 3 clusters Score -7236690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7236691.500000 Penalty: 5262.227539
	Iteration 53Q: 3 clusters Score -7236692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7236696.500000 Penalty: 5262.227539
	Iteration 54Q: 3 clusters Score -7236696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7236701.500000 Penalty: 5262.227539
	Iteration 55Q: 3 clusters Score -7236702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7236707.000000 Penalty: 5262.227539
	Iteration 56Q: 3 clusters Score -7236707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7236697.500000 Penalty: 5262.227539
	Iteration 57Q: 3 clusters Score -7236698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7236703.000000 Penalty: 5262.227539
	Iteration 58Q: 3 clusters Score -7236703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7236703.500000 Penalty: 5262.227539
	Iteration 59Q: 3 clusters Score -7236704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7236699.500000 Penalty: 5262.227539
	Iteration 60F: 3 clusters Score -7236700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7236705.000000 Penalty: 5262.227539
	Iteration 61Q: 3 clusters Score -7236705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7236703.000000 Penalty: 5262.227539
	Iteration 62Q: 3 clusters Score -7236703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7236707.500000 Penalty: 5262.227539
	Iteration 63Q: 3 clusters Score -7236708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7236712.500000 Penalty: 5262.227539
	Iteration 64Q: 3 clusters Score -7236712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7236707.500000 Penalty: 5262.227539
	Iteration 65Q: 3 clusters Score -7236708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7236710.000000 Penalty: 5262.227539
	Iteration 66Q: 3 clusters Score -7236710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7236711.000000 Penalty: 5262.227539
	Iteration 67Q: 3 clusters Score -7236711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7236712.500000 Penalty: 5262.227539
	Iteration 68Q: 3 clusters Score -7236712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7236712.500000 Penalty: 5262.227539
	Iteration 69F: 3 clusters Score -7236712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Entering Unmasked Estep 
Score: -8379876.000000 Penalty: 2670.359619
	Iteration 0F: 2 clusters Score -8379876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8348633.000000 Penalty: 5340.719238
	Iteration 0F: 3 clusters Score -8348633 nChanged 21881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -8360606.500000 Penalty: 5340.719238
	Iteration 1F: 3 clusters Score -8360606 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8361121.500000 Penalty: 5340.719238
	Iteration 2Q: 3 clusters Score -8361122 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8361520.000000 Penalty: 5340.719238
	Iteration 3Q: 3 clusters Score -8361520 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -8361911.500000 Penalty: 5340.719238
	Iteration 4Q: 3 clusters Score -8361912 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -8362272.500000 Penalty: 5340.719238
	Iteration 5Q: 3 clusters Score -8362272 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8362644.500000 Penalty: 5340.719238
	Iteration 6Q: 3 clusters Score -8362644 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8363048.000000 Penalty: 5340.719238
	Iteration 7Q: 3 clusters Score -8363048 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -8363491.000000 Penalty: 5340.719238
	Iteration 8Q: 3 clusters Score -8363491 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -8363922.500000 Penalty: 5340.719238
	Iteration 9Q: 3 clusters Score -8363922 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8364440.500000 Penalty: 5340.719238
	Iteration 10Q: 3 clusters Score -8364440 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -8365141.500000 Penalty: 5340.719238
	Iteration 11Q: 3 clusters Score -8365142 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -8366024.500000 Penalty: 5340.719238
	Iteration 12Q: 3 clusters Score -8366024 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -8367196.500000 Penalty: 5340.719238
	Iteration 13Q: 3 clusters Score -8367196 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -8368429.000000 Penalty: 5340.719238
	Iteration 14Q: 3 clusters Score -8368429 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -8369871.500000 Penalty: 5340.719238
	Iteration 15Q: 3 clusters Score -8369872 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -8371387.500000 Penalty: 5340.719238
	Iteration 16Q: 3 clusters Score -8371388 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -8372817.500000 Penalty: 5340.719238
	Iteration 17Q: 3 clusters Score -8372818 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -8374177.500000 Penalty: 5340.719238
	Iteration 18Q: 3 clusters Score -8374178 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8375280.500000 Penalty: 5340.719238
	Iteration 19Q: 3 clusters Score -8375280 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8376016.500000 Penalty: 5340.719238
	Iteration 20F: 3 clusters Score -8376016 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8376588.500000 Penalty: 5340.719238
	Iteration 21Q: 3 clusters Score -8376588 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8376931.000000 Penalty: 5340.719238
	Iteration 22Q: 3 clusters Score -8376931 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8377149.000000 Penalty: 5340.719238
	Iteration 23Q: 3 clusters Score -8377149 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8377341.000000 Penalty: 5340.719238
	Iteration 24Q: 3 clusters Score -8377341 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8377503.500000 Penalty: 5340.719238
	Iteration 25Q: 3 clusters Score -8377504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8377603.500000 Penalty: 5340.719238
	Iteration 26Q: 3 clusters Score -8377604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8377673.000000 Penalty: 5340.719238
	Iteration 27Q: 3 clusters Score -8377673 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8377712.000000 Penalty: 5340.719238
	Iteration 28Q: 3 clusters Score -8377712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8377755.500000 Penalty: 5340.719238
	Iteration 29Q: 3 clusters Score -8377756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8377784.000000 Penalty: 5340.719238
	Iteration 30Q: 3 clusters Score -8377784 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8377803.500000 Penalty: 5340.719238
	Iteration 31Q: 3 clusters Score -8377804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8377816.000000 Penalty: 5340.719238
	Iteration 32Q: 3 clusters Score -8377816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8377831.000000 Penalty: 5340.719238
	Iteration 33Q: 3 clusters Score -8377831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8377829.000000 Penalty: 5340.719238
	Iteration 34Q: 3 clusters Score -8377829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8377847.000000 Penalty: 5340.719238
	Iteration 35Q: 3 clusters Score -8377847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8377833.500000 Penalty: 5340.719238
	Iteration 36Q: 3 clusters Score -8377834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8377829.500000 Penalty: 5340.719238
	Iteration 37Q: 3 clusters Score -8377830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8377834.500000 Penalty: 5340.719238
	Iteration 38Q: 3 clusters Score -8377834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8377836.000000 Penalty: 5340.719238
	Iteration 39Q: 3 clusters Score -8377836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8377842.500000 Penalty: 5340.719238
	Iteration 40F: 3 clusters Score -8377842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8377828.000000 Penalty: 5340.719238
	Iteration 41Q: 3 clusters Score -8377828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8377831.500000 Penalty: 5340.719238
	Iteration 42Q: 3 clusters Score -8377832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8377838.000000 Penalty: 5340.719238
	Iteration 43Q: 3 clusters Score -8377838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8377844.000000 Penalty: 5340.719238
	Iteration 44Q: 3 clusters Score -8377844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8377843.000000 Penalty: 5340.719238
	Iteration 45Q: 3 clusters Score -8377843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8377847.500000 Penalty: 5340.719238
	Iteration 46Q: 3 clusters Score -8377848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8377843.500000 Penalty: 5340.719238
	Iteration 47Q: 3 clusters Score -8377844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8377848.500000 Penalty: 5340.719238
	Iteration 48Q: 3 clusters Score -8377848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8377846.500000 Penalty: 5340.719238
	Iteration 49Q: 3 clusters Score -8377846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8377843.000000 Penalty: 5340.719238
	Iteration 50Q: 3 clusters Score -8377843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8377848.000000 Penalty: 5340.719238
	Iteration 51Q: 3 clusters Score -8377848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8377844.500000 Penalty: 5340.719238
	Iteration 52Q: 3 clusters Score -8377844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8377848.000000 Penalty: 5340.719238
	Iteration 53Q: 3 clusters Score -8377848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8377841.500000 Penalty: 5340.719238
	Iteration 54Q: 3 clusters Score -8377842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8377841.500000 Penalty: 5340.719238
	Iteration 55F: 3 clusters Score -8377842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Entering Unmasked Estep 
Score: -9003351.000000 Penalty: 2684.531982
	Iteration 0F: 2 clusters Score -9003351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -8972670.000000 Penalty: 5369.063965
	Iteration 0F: 3 clusters Score -8972670 nChanged 23039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8985565.000000 Penalty: 5369.063965
	Iteration 1F: 3 clusters Score -8985565 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8986114.000000 Penalty: 5369.063965
	Iteration 2Q: 3 clusters Score -8986114 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -8986669.000000 Penalty: 5369.063965
	Iteration 3Q: 3 clusters Score -8986669 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -8987160.000000 Penalty: 5369.063965
	Iteration 4Q: 3 clusters Score -8987160 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -8987827.000000 Penalty: 5369.063965
	Iteration 5Q: 3 clusters Score -8987827 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -8988770.000000 Penalty: 5369.063965
	Iteration 6Q: 3 clusters Score -8988770 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8990131.000000 Penalty: 5369.063965
	Iteration 7F: 3 clusters Score -8990131 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -8992340.000000 Penalty: 5369.063965
	Iteration 8F: 3 clusters Score -8992340 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -8995246.000000 Penalty: 5369.063965
	Iteration 9F: 3 clusters Score -8995246 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8997758.000000 Penalty: 5369.063965
	Iteration 10F: 3 clusters Score -8997758 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -8999370.000000 Penalty: 5369.063965
	Iteration 11F: 3 clusters Score -8999370 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9000147.000000 Penalty: 5369.063965
	Iteration 12Q: 3 clusters Score -9000147 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9000581.000000 Penalty: 5369.063965
	Iteration 13Q: 3 clusters Score -9000581 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9000767.000000 Penalty: 5369.063965
	Iteration 14Q: 3 clusters Score -9000767 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -9000877.000000 Penalty: 5369.063965
	Iteration 15Q: 3 clusters Score -9000877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -9000931.000000 Penalty: 5369.063965
	Iteration 16Q: 3 clusters Score -9000931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -9000951.000000 Penalty: 5369.063965
	Iteration 17Q: 3 clusters Score -9000951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -9000950.000000 Penalty: 5369.063965
	Iteration 18Q: 3 clusters Score -9000950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -9000950.000000 Penalty: 5369.063965
	Iteration 19Q: 3 clusters Score -9000950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -9000957.000000 Penalty: 5369.063965
	Iteration 20F: 3 clusters Score -9000957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -9000970.000000 Penalty: 5369.063965
	Iteration 21Q: 3 clusters Score -9000970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -9000969.000000 Penalty: 5369.063965
	Iteration 22Q: 3 clusters Score -9000969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9000981.000000 Penalty: 5369.063965
	Iteration 23Q: 3 clusters Score -9000981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -9000980.000000 Penalty: 5369.063965
	Iteration 24Q: 3 clusters Score -9000980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -9000985.000000 Penalty: 5369.063965
	Iteration 25Q: 3 clusters Score -9000985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -9000993.000000 Penalty: 5369.063965
	Iteration 26Q: 3 clusters Score -9000993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -9000998.000000 Penalty: 5369.063965
	Iteration 27Q: 3 clusters Score -9000998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -9000995.000000 Penalty: 5369.063965
	Iteration 28Q: 3 clusters Score -9000995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -9001000.000000 Penalty: 5369.063965
	Iteration 29Q: 3 clusters Score -9001000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -9001003.000000 Penalty: 5369.063965
	Iteration 30Q: 3 clusters Score -9001003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -9001003.000000 Penalty: 5369.063965
	Iteration 31F: 3 clusters Score -9001003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Entering Unmasked Estep 
Score: -6876216.000000 Penalty: 2616.819092
	Iteration 0F: 2 clusters Score -6876216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -6850324.500000 Penalty: 5233.638184
	Iteration 0F: 3 clusters Score -6850324 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -6859789.500000 Penalty: 5233.638184
	Iteration 1F: 3 clusters Score -6859790 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -6860187.500000 Penalty: 5233.638184
	Iteration 2Q: 3 clusters Score -6860188 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -6860566.000000 Penalty: 5233.638184
	Iteration 3Q: 3 clusters Score -6860566 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -6860846.500000 Penalty: 5233.638184
	Iteration 4Q: 3 clusters Score -6860846 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -6861179.000000 Penalty: 5233.638184
	Iteration 5Q: 3 clusters Score -6861179 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6861541.000000 Penalty: 5233.638184
	Iteration 6Q: 3 clusters Score -6861541 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6861946.000000 Penalty: 5233.638184
	Iteration 7Q: 3 clusters Score -6861946 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -6862451.000000 Penalty: 5233.638184
	Iteration 8Q: 3 clusters Score -6862451 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6863252.000000 Penalty: 5233.638184
	Iteration 9Q: 3 clusters Score -6863252 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -6864372.500000 Penalty: 5233.638184
	Iteration 10F: 3 clusters Score -6864372 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -6866016.500000 Penalty: 5233.638184
	Iteration 11F: 3 clusters Score -6866016 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -6868166.500000 Penalty: 5233.638184
	Iteration 12F: 3 clusters Score -6868166 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -6870424.000000 Penalty: 5233.638184
	Iteration 13F: 3 clusters Score -6870424 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -6872119.000000 Penalty: 5233.638184
	Iteration 14Q: 3 clusters Score -6872119 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -6873092.000000 Penalty: 5233.638184
	Iteration 15Q: 3 clusters Score -6873092 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -6873554.000000 Penalty: 5233.638184
	Iteration 16Q: 3 clusters Score -6873554 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -6873729.000000 Penalty: 5233.638184
	Iteration 17Q: 3 clusters Score -6873729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -6873806.000000 Penalty: 5233.638184
	Iteration 18Q: 3 clusters Score -6873806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -6873869.500000 Penalty: 5233.638184
	Iteration 19Q: 3 clusters Score -6873870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6873902.500000 Penalty: 5233.638184
	Iteration 20F: 3 clusters Score -6873902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -6873921.500000 Penalty: 5233.638184
	Iteration 21Q: 3 clusters Score -6873922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -6873933.000000 Penalty: 5233.638184
	Iteration 22Q: 3 clusters Score -6873933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -6873945.500000 Penalty: 5233.638184
	Iteration 23Q: 3 clusters Score -6873946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -6873947.500000 Penalty: 5233.638184
	Iteration 24Q: 3 clusters Score -6873948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -6873952.500000 Penalty: 5233.638184
	Iteration 25Q: 3 clusters Score -6873952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -6873957.000000 Penalty: 5233.638184
	Iteration 26Q: 3 clusters Score -6873957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -6873957.000000 Penalty: 5233.638184
	Iteration 27F: 3 clusters Score -6873957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Entering Unmasked Estep 
Score: -8616610.000000 Penalty: 2673.821045
	Iteration 0F: 2 clusters Score -8616610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -8585417.000000 Penalty: 5347.642090
	Iteration 0F: 3 clusters Score -8585417 nChanged 22167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -8597816.000000 Penalty: 5347.642090
	Iteration 1F: 3 clusters Score -8597816 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -8598537.000000 Penalty: 5347.642090
	Iteration 2Q: 3 clusters Score -8598537 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -8599333.000000 Penalty: 5347.642090
	Iteration 3Q: 3 clusters Score -8599333 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -8600163.000000 Penalty: 5347.642090
	Iteration 4Q: 3 clusters Score -8600163 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -8601220.000000 Penalty: 5347.642090
	Iteration 5Q: 3 clusters Score -8601220 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -8602336.000000 Penalty: 5347.642090
	Iteration 6Q: 3 clusters Score -8602336 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -8603526.000000 Penalty: 5347.642090
	Iteration 7Q: 3 clusters Score -8603526 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -8604907.000000 Penalty: 5347.642090
	Iteration 8Q: 3 clusters Score -8604907 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -8606449.000000 Penalty: 5347.642090
	Iteration 9F: 3 clusters Score -8606449 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -8607859.000000 Penalty: 5347.642090
	Iteration 10Q: 3 clusters Score -8607859 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -8609120.000000 Penalty: 5347.642090
	Iteration 11Q: 3 clusters Score -8609120 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -8610220.000000 Penalty: 5347.642090
	Iteration 12Q: 3 clusters Score -8610220 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8611119.000000 Penalty: 5347.642090
	Iteration 13Q: 3 clusters Score -8611119 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -8611750.000000 Penalty: 5347.642090
	Iteration 14Q: 3 clusters Score -8611750 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8612235.000000 Penalty: 5347.642090
	Iteration 15Q: 3 clusters Score -8612235 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -8612582.000000 Penalty: 5347.642090
	Iteration 16Q: 3 clusters Score -8612582 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8612889.000000 Penalty: 5347.642090
	Iteration 17Q: 3 clusters Score -8612889 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8613134.000000 Penalty: 5347.642090
	Iteration 18Q: 3 clusters Score -8613134 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8613315.000000 Penalty: 5347.642090
	Iteration 19Q: 3 clusters Score -8613315 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8613501.000000 Penalty: 5347.642090
	Iteration 20F: 3 clusters Score -8613501 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8613665.000000 Penalty: 5347.642090
	Iteration 21Q: 3 clusters Score -8613665 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8613780.000000 Penalty: 5347.642090
	Iteration 22Q: 3 clusters Score -8613780 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8613861.000000 Penalty: 5347.642090
	Iteration 23Q: 3 clusters Score -8613861 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8613960.000000 Penalty: 5347.642090
	Iteration 24Q: 3 clusters Score -8613960 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8614004.000000 Penalty: 5347.642090
	Iteration 25Q: 3 clusters Score -8614004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -8614068.000000 Penalty: 5347.642090
	Iteration 26Q: 3 clusters Score -8614068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8614117.000000 Penalty: 5347.642090
	Iteration 27Q: 3 clusters Score -8614117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -8614159.000000 Penalty: 5347.642090
	Iteration 28Q: 3 clusters Score -8614159 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8614179.000000 Penalty: 5347.642090
	Iteration 29Q: 3 clusters Score -8614179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8614209.000000 Penalty: 5347.642090
	Iteration 30Q: 3 clusters Score -8614209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -8614266.000000 Penalty: 5347.642090
	Iteration 31Q: 3 clusters Score -8614266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8614273.000000 Penalty: 5347.642090
	Iteration 32Q: 3 clusters Score -8614273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8614295.000000 Penalty: 5347.642090
	Iteration 33Q: 3 clusters Score -8614295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8614305.000000 Penalty: 5347.642090
	Iteration 34Q: 3 clusters Score -8614305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -8614313.000000 Penalty: 5347.642090
	Iteration 35Q: 3 clusters Score -8614313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -8614325.000000 Penalty: 5347.642090
	Iteration 36Q: 3 clusters Score -8614325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -8614317.000000 Penalty: 5347.642090
	Iteration 37Q: 3 clusters Score -8614317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8614332.000000 Penalty: 5347.642090
	Iteration 38Q: 3 clusters Score -8614332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8614343.000000 Penalty: 5347.642090
	Iteration 39Q: 3 clusters Score -8614343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8614347.000000 Penalty: 5347.642090
	Iteration 40F: 3 clusters Score -8614347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -8614347.000000 Penalty: 5347.642090
	Iteration 41Q: 3 clusters Score -8614347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -8614357.000000 Penalty: 5347.642090
	Iteration 42Q: 3 clusters Score -8614357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -8614360.000000 Penalty: 5347.642090
	Iteration 43Q: 3 clusters Score -8614360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -8614363.000000 Penalty: 5347.642090
	Iteration 44Q: 3 clusters Score -8614363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -8614365.000000 Penalty: 5347.642090
	Iteration 45Q: 3 clusters Score -8614365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -8614369.000000 Penalty: 5347.642090
	Iteration 46Q: 3 clusters Score -8614369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -8614364.000000 Penalty: 5347.642090
	Iteration 47Q: 3 clusters Score -8614364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -8614365.000000 Penalty: 5347.642090
	Iteration 48Q: 3 clusters Score -8614365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -8614365.000000 Penalty: 5347.642090
	Iteration 49F: 3 clusters Score -8614365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Entering Unmasked Estep 
Score: -9801652.000000 Penalty: 2704.867920
	Iteration 0F: 2 clusters Score -9801652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -9771160.000000 Penalty: 5409.735840
	Iteration 0F: 3 clusters Score -9771160 nChanged 25388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -9785156.000000 Penalty: 5409.735840
	Iteration 1F: 3 clusters Score -9785156 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -9785640.000000 Penalty: 5409.735840
	Iteration 2Q: 3 clusters Score -9785640 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -9786210.000000 Penalty: 5409.735840
	Iteration 3Q: 3 clusters Score -9786210 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -9786928.000000 Penalty: 5409.735840
	Iteration 4Q: 3 clusters Score -9786928 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -9788023.000000 Penalty: 5409.735840
	Iteration 5Q: 3 clusters Score -9788023 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -9789776.000000 Penalty: 5409.735840
	Iteration 6F: 3 clusters Score -9789776 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -9792286.000000 Penalty: 5409.735840
	Iteration 7F: 3 clusters Score -9792286 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -9794787.000000 Penalty: 5409.735840
	Iteration 8F: 3 clusters Score -9794787 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -9796431.000000 Penalty: 5409.735840
	Iteration 9F: 3 clusters Score -9796431 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -9797553.000000 Penalty: 5409.735840
	Iteration 10Q: 3 clusters Score -9797553 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -9798215.000000 Penalty: 5409.735840
	Iteration 11Q: 3 clusters Score -9798215 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -9798572.000000 Penalty: 5409.735840
	Iteration 12Q: 3 clusters Score -9798572 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -9798752.000000 Penalty: 5409.735840
	Iteration 13Q: 3 clusters Score -9798752 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -9798906.000000 Penalty: 5409.735840
	Iteration 14Q: 3 clusters Score -9798906 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -9799015.000000 Penalty: 5409.735840
	Iteration 15Q: 3 clusters Score -9799015 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -9799029.000000 Penalty: 5409.735840
	Iteration 16Q: 3 clusters Score -9799029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -9799089.000000 Penalty: 5409.735840
	Iteration 17Q: 3 clusters Score -9799089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -9799115.000000 Penalty: 5409.735840
	Iteration 18Q: 3 clusters Score -9799115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -9799143.000000 Penalty: 5409.735840
	Iteration 19Q: 3 clusters Score -9799143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -9799179.000000 Penalty: 5409.735840
	Iteration 20F: 3 clusters Score -9799179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -9799206.000000 Penalty: 5409.735840
	Iteration 21Q: 3 clusters Score -9799206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -9799240.000000 Penalty: 5409.735840
	Iteration 22Q: 3 clusters Score -9799240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -9799258.000000 Penalty: 5409.735840
	Iteration 23Q: 3 clusters Score -9799258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -9799283.000000 Penalty: 5409.735840
	Iteration 24Q: 3 clusters Score -9799283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -9799296.000000 Penalty: 5409.735840
	Iteration 25Q: 3 clusters Score -9799296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -9799292.000000 Penalty: 5409.735840
	Iteration 26Q: 3 clusters Score -9799292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -9799297.000000 Penalty: 5409.735840
	Iteration 27Q: 3 clusters Score -9799297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -9799311.000000 Penalty: 5409.735840
	Iteration 28Q: 3 clusters Score -9799311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -9799315.000000 Penalty: 5409.735840
	Iteration 29Q: 3 clusters Score -9799315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -9799317.000000 Penalty: 5409.735840
	Iteration 30Q: 3 clusters Score -9799317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -9799317.000000 Penalty: 5409.735840
	Iteration 31Q: 3 clusters Score -9799317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -9799322.000000 Penalty: 5409.735840
	Iteration 32Q: 3 clusters Score -9799322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -9799324.000000 Penalty: 5409.735840
	Iteration 33Q: 3 clusters Score -9799324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -9799320.000000 Penalty: 5409.735840
	Iteration 34Q: 3 clusters Score -9799320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -9799322.000000 Penalty: 5409.735840
	Iteration 35Q: 3 clusters Score -9799322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -9799326.000000 Penalty: 5409.735840
	Iteration 36Q: 3 clusters Score -9799326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -9799329.000000 Penalty: 5409.735840
	Iteration 37Q: 3 clusters Score -9799329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -9799335.000000 Penalty: 5409.735840
	Iteration 38Q: 3 clusters Score -9799335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -9799345.000000 Penalty: 5409.735840
	Iteration 39Q: 3 clusters Score -9799345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -9799341.000000 Penalty: 5409.735840
	Iteration 40F: 3 clusters Score -9799341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -9799357.000000 Penalty: 5409.735840
	Iteration 41Q: 3 clusters Score -9799357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -9799364.000000 Penalty: 5409.735840
	Iteration 42Q: 3 clusters Score -9799364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -9799376.000000 Penalty: 5409.735840
	Iteration 43Q: 3 clusters Score -9799376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -9799380.000000 Penalty: 5409.735840
	Iteration 44Q: 3 clusters Score -9799380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -9799375.000000 Penalty: 5409.735840
	Iteration 45Q: 3 clusters Score -9799375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -9799382.000000 Penalty: 5409.735840
	Iteration 46Q: 3 clusters Score -9799382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -9799396.000000 Penalty: 5409.735840
	Iteration 47Q: 3 clusters Score -9799396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -9799409.000000 Penalty: 5409.735840
	Iteration 48Q: 3 clusters Score -9799409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -9799402.000000 Penalty: 5409.735840
	Iteration 49Q: 3 clusters Score -9799402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -9799401.000000 Penalty: 5409.735840
	Iteration 50Q: 3 clusters Score -9799401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -9799412.000000 Penalty: 5409.735840
	Iteration 51Q: 3 clusters Score -9799412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -9799407.000000 Penalty: 5409.735840
	Iteration 52Q: 3 clusters Score -9799407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -9799409.000000 Penalty: 5409.735840
	Iteration 53Q: 3 clusters Score -9799409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -9799406.000000 Penalty: 5409.735840
	Iteration 54Q: 3 clusters Score -9799406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -9799405.000000 Penalty: 5409.735840
	Iteration 55Q: 3 clusters Score -9799405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -9799405.000000 Penalty: 5409.735840
	Iteration 56Q: 3 clusters Score -9799405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -9799400.000000 Penalty: 5409.735840
	Iteration 57Q: 3 clusters Score -9799400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -9799409.000000 Penalty: 5409.735840
	Iteration 58Q: 3 clusters Score -9799409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -9799409.000000 Penalty: 5409.735840
	Iteration 59Q: 3 clusters Score -9799409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -9799422.000000 Penalty: 5409.735840
	Iteration 60F: 3 clusters Score -9799422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -9799417.000000 Penalty: 5409.735840
	Iteration 61Q: 3 clusters Score -9799417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -9799421.000000 Penalty: 5409.735840
	Iteration 62Q: 3 clusters Score -9799421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -9799428.000000 Penalty: 5409.735840
	Iteration 63Q: 3 clusters Score -9799428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -9799429.000000 Penalty: 5409.735840
	Iteration 64Q: 3 clusters Score -9799429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -9799431.000000 Penalty: 5409.735840
	Iteration 65Q: 3 clusters Score -9799431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -9799431.000000 Penalty: 5409.735840
	Iteration 66F: 3 clusters Score -9799431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Entering Unmasked Estep 
Score: -7069838.000000 Penalty: 2626.322998
	Iteration 0F: 2 clusters Score -7069838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7042934.000000 Penalty: 5252.645996
	Iteration 0F: 3 clusters Score -7042934 nChanged 18222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -7052892.500000 Penalty: 5252.645996
	Iteration 1F: 3 clusters Score -7052892 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -7053472.000000 Penalty: 5252.645996
	Iteration 2Q: 3 clusters Score -7053472 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -7053935.000000 Penalty: 5252.645996
	Iteration 3Q: 3 clusters Score -7053935 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -7054304.000000 Penalty: 5252.645996
	Iteration 4Q: 3 clusters Score -7054304 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -7054701.500000 Penalty: 5252.645996
	Iteration 5Q: 3 clusters Score -7054702 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -7055028.000000 Penalty: 5252.645996
	Iteration 6Q: 3 clusters Score -7055028 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -7055396.500000 Penalty: 5252.645996
	Iteration 7Q: 3 clusters Score -7055396 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -7055865.000000 Penalty: 5252.645996
	Iteration 8Q: 3 clusters Score -7055865 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -7056445.000000 Penalty: 5252.645996
	Iteration 9Q: 3 clusters Score -7056445 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -7057211.000000 Penalty: 5252.645996
	Iteration 10Q: 3 clusters Score -7057211 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -7058167.500000 Penalty: 5252.645996
	Iteration 11Q: 3 clusters Score -7058168 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -7059351.500000 Penalty: 5252.645996
	Iteration 12Q: 3 clusters Score -7059352 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -7060538.000000 Penalty: 5252.645996
	Iteration 13Q: 3 clusters Score -7060538 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -7061643.500000 Penalty: 5252.645996
	Iteration 14Q: 3 clusters Score -7061644 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -7062610.000000 Penalty: 5252.645996
	Iteration 15Q: 3 clusters Score -7062610 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -7063427.000000 Penalty: 5252.645996
	Iteration 16Q: 3 clusters Score -7063427 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7064051.500000 Penalty: 5252.645996
	Iteration 17Q: 3 clusters Score -7064052 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -7064637.000000 Penalty: 5252.645996
	Iteration 18Q: 3 clusters Score -7064637 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7065122.000000 Penalty: 5252.645996
	Iteration 19Q: 3 clusters Score -7065122 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7065603.500000 Penalty: 5252.645996
	Iteration 20F: 3 clusters Score -7065604 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7066077.000000 Penalty: 5252.645996
	Iteration 21Q: 3 clusters Score -7066077 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7066493.000000 Penalty: 5252.645996
	Iteration 22Q: 3 clusters Score -7066493 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7066815.000000 Penalty: 5252.645996
	Iteration 23Q: 3 clusters Score -7066815 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7067059.000000 Penalty: 5252.645996
	Iteration 24Q: 3 clusters Score -7067059 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7067232.000000 Penalty: 5252.645996
	Iteration 25Q: 3 clusters Score -7067232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7067356.000000 Penalty: 5252.645996
	Iteration 26Q: 3 clusters Score -7067356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7067416.000000 Penalty: 5252.645996
	Iteration 27Q: 3 clusters Score -7067416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7067468.000000 Penalty: 5252.645996
	Iteration 28Q: 3 clusters Score -7067468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7067495.000000 Penalty: 5252.645996
	Iteration 29Q: 3 clusters Score -7067495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7067520.000000 Penalty: 5252.645996
	Iteration 30Q: 3 clusters Score -7067520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7067535.000000 Penalty: 5252.645996
	Iteration 31Q: 3 clusters Score -7067535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7067544.500000 Penalty: 5252.645996
	Iteration 32Q: 3 clusters Score -7067544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7067550.500000 Penalty: 5252.645996
	Iteration 33Q: 3 clusters Score -7067550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7067552.500000 Penalty: 5252.645996
	Iteration 34Q: 3 clusters Score -7067552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7067574.500000 Penalty: 5252.645996
	Iteration 35Q: 3 clusters Score -7067574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7067575.500000 Penalty: 5252.645996
	Iteration 36Q: 3 clusters Score -7067576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7067579.500000 Penalty: 5252.645996
	Iteration 37Q: 3 clusters Score -7067580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7067579.000000 Penalty: 5252.645996
	Iteration 38Q: 3 clusters Score -7067579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7067583.000000 Penalty: 5252.645996
	Iteration 39Q: 3 clusters Score -7067583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7067587.500000 Penalty: 5252.645996
	Iteration 40F: 3 clusters Score -7067588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7067593.000000 Penalty: 5252.645996
	Iteration 41Q: 3 clusters Score -7067593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7067596.000000 Penalty: 5252.645996
	Iteration 42Q: 3 clusters Score -7067596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7067593.000000 Penalty: 5252.645996
	Iteration 43Q: 3 clusters Score -7067593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7067593.000000 Penalty: 5252.645996
	Iteration 44F: 3 clusters Score -7067593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Entering Unmasked Estep 
Score: -7964101.500000 Penalty: 2654.337646
	Iteration 0F: 2 clusters Score -7964102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -7934736.000000 Penalty: 5308.675293
	Iteration 0F: 3 clusters Score -7934736 nChanged 20442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -7946128.500000 Penalty: 5308.675293
	Iteration 1F: 3 clusters Score -7946128 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -7946590.500000 Penalty: 5308.675293
	Iteration 2Q: 3 clusters Score -7946590 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -7947017.000000 Penalty: 5308.675293
	Iteration 3Q: 3 clusters Score -7947017 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -7947370.000000 Penalty: 5308.675293
	Iteration 4Q: 3 clusters Score -7947370 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -7947762.000000 Penalty: 5308.675293
	Iteration 5Q: 3 clusters Score -7947762 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -7948189.000000 Penalty: 5308.675293
	Iteration 6Q: 3 clusters Score -7948189 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -7948880.500000 Penalty: 5308.675293
	Iteration 7Q: 3 clusters Score -7948880 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -7949834.000000 Penalty: 5308.675293
	Iteration 8Q: 3 clusters Score -7949834 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -7951406.500000 Penalty: 5308.675293
	Iteration 9F: 3 clusters Score -7951406 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -7953690.000000 Penalty: 5308.675293
	Iteration 10F: 3 clusters Score -7953690 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -7956494.500000 Penalty: 5308.675293
	Iteration 11F: 3 clusters Score -7956494 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -7959034.500000 Penalty: 5308.675293
	Iteration 12F: 3 clusters Score -7959034 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -7960584.500000 Penalty: 5308.675293
	Iteration 13Q: 3 clusters Score -7960584 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -7961278.500000 Penalty: 5308.675293
	Iteration 14Q: 3 clusters Score -7961278 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -7961573.500000 Penalty: 5308.675293
	Iteration 15Q: 3 clusters Score -7961574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -7961703.500000 Penalty: 5308.675293
	Iteration 16Q: 3 clusters Score -7961704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -7961767.000000 Penalty: 5308.675293
	Iteration 17Q: 3 clusters Score -7961767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -7961820.500000 Penalty: 5308.675293
	Iteration 18Q: 3 clusters Score -7961820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -7961841.500000 Penalty: 5308.675293
	Iteration 19Q: 3 clusters Score -7961842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -7961868.500000 Penalty: 5308.675293
	Iteration 20F: 3 clusters Score -7961868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -7961883.500000 Penalty: 5308.675293
	Iteration 21Q: 3 clusters Score -7961884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -7961877.500000 Penalty: 5308.675293
	Iteration 22Q: 3 clusters Score -7961878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -7961876.500000 Penalty: 5308.675293
	Iteration 23Q: 3 clusters Score -7961876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -7961876.500000 Penalty: 5308.675293
	Iteration 24F: 3 clusters Score -7961876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Entering Unmasked Estep 
Score: -6361134.500000 Penalty: 2600.655273
	Iteration 0F: 2 clusters Score -6361134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -6336815.500000 Penalty: 5201.310547
	Iteration 0F: 3 clusters Score -6336816 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -6345598.500000 Penalty: 5201.310547
	Iteration 1F: 3 clusters Score -6345598 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -6346015.000000 Penalty: 5201.310547
	Iteration 2Q: 3 clusters Score -6346015 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -6346306.000000 Penalty: 5201.310547
	Iteration 3Q: 3 clusters Score -6346306 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -6346602.000000 Penalty: 5201.310547
	Iteration 4Q: 3 clusters Score -6346602 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -6346913.000000 Penalty: 5201.310547
	Iteration 5Q: 3 clusters Score -6346913 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -6347149.500000 Penalty: 5201.310547
	Iteration 6Q: 3 clusters Score -6347150 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -6347418.500000 Penalty: 5201.310547
	Iteration 7Q: 3 clusters Score -6347418 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -6347744.500000 Penalty: 5201.310547
	Iteration 8Q: 3 clusters Score -6347744 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -6348172.500000 Penalty: 5201.310547
	Iteration 9Q: 3 clusters Score -6348172 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -6348750.500000 Penalty: 5201.310547
	Iteration 10Q: 3 clusters Score -6348750 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -6349604.500000 Penalty: 5201.310547
	Iteration 11Q: 3 clusters Score -6349604 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6350835.500000 Penalty: 5201.310547
	Iteration 12F: 3 clusters Score -6350836 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -6352359.500000 Penalty: 5201.310547
	Iteration 13F: 3 clusters Score -6352360 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -6354059.000000 Penalty: 5201.310547
	Iteration 14F: 3 clusters Score -6354059 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -6355592.500000 Penalty: 5201.310547
	Iteration 15F: 3 clusters Score -6355592 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -6356769.500000 Penalty: 5201.310547
	Iteration 16Q: 3 clusters Score -6356770 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -6357581.500000 Penalty: 5201.310547
	Iteration 17Q: 3 clusters Score -6357582 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -6358093.000000 Penalty: 5201.310547
	Iteration 18Q: 3 clusters Score -6358093 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6358431.500000 Penalty: 5201.310547
	Iteration 19Q: 3 clusters Score -6358432 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6358621.000000 Penalty: 5201.310547
	Iteration 20F: 3 clusters Score -6358621 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -6358743.000000 Penalty: 5201.310547
	Iteration 21Q: 3 clusters Score -6358743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -6358819.500000 Penalty: 5201.310547
	Iteration 22Q: 3 clusters Score -6358820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -6358869.000000 Penalty: 5201.310547
	Iteration 23Q: 3 clusters Score -6358869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -6358916.500000 Penalty: 5201.310547
	Iteration 24Q: 3 clusters Score -6358916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -6358953.500000 Penalty: 5201.310547
	Iteration 25Q: 3 clusters Score -6358954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -6358987.500000 Penalty: 5201.310547
	Iteration 26Q: 3 clusters Score -6358988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -6359011.000000 Penalty: 5201.310547
	Iteration 27Q: 3 clusters Score -6359011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -6359027.500000 Penalty: 5201.310547
	Iteration 28Q: 3 clusters Score -6359028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -6359048.500000 Penalty: 5201.310547
	Iteration 29Q: 3 clusters Score -6359048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -6359065.500000 Penalty: 5201.310547
	Iteration 30Q: 3 clusters Score -6359066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -6359076.000000 Penalty: 5201.310547
	Iteration 31Q: 3 clusters Score -6359076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -6359078.000000 Penalty: 5201.310547
	Iteration 32Q: 3 clusters Score -6359078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -6359084.000000 Penalty: 5201.310547
	Iteration 33Q: 3 clusters Score -6359084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -6359088.000000 Penalty: 5201.310547
	Iteration 34Q: 3 clusters Score -6359088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -6359095.000000 Penalty: 5201.310547
	Iteration 35Q: 3 clusters Score -6359095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -6359099.000000 Penalty: 5201.310547
	Iteration 36Q: 3 clusters Score -6359099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -6359113.000000 Penalty: 5201.310547
	Iteration 37F: 3 clusters Score -6359113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -6359126.500000 Penalty: 5201.310547
	Iteration 38Q: 3 clusters Score -6359126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -6359148.000000 Penalty: 5201.310547
	Iteration 39Q: 3 clusters Score -6359148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -6359154.000000 Penalty: 5201.310547
	Iteration 40F: 3 clusters Score -6359154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -6359150.500000 Penalty: 5201.310547
	Iteration 41Q: 3 clusters Score -6359150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -6359156.000000 Penalty: 5201.310547
	Iteration 42Q: 3 clusters Score -6359156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -6359156.000000 Penalty: 5201.310547
	Iteration 43F: 3 clusters Score -6359156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Entering Unmasked Estep 
Score: -3237567.750000 Penalty: 2438.733154
	Iteration 0F: 2 clusters Score -3237568 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 9178 members 
Entering Unmasked Estep 
Score: -3224453.750000 Penalty: 4877.466309
	Iteration 0F: 3 clusters Score -3224454 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3228780.750000 Penalty: 4877.466309
	Iteration 1F: 3 clusters Score -3228781 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3229214.500000 Penalty: 4877.466309
	Iteration 2F: 3 clusters Score -3229214 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3229675.500000 Penalty: 4877.466309
	Iteration 3F: 3 clusters Score -3229676 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3230232.500000 Penalty: 4877.466309
	Iteration 4F: 3 clusters Score -3230232 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3230925.250000 Penalty: 4877.466309
	Iteration 5F: 3 clusters Score -3230925 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3231839.500000 Penalty: 4877.466309
	Iteration 6F: 3 clusters Score -3231840 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3232913.500000 Penalty: 4877.466309
	Iteration 7F: 3 clusters Score -3232914 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3233940.500000 Penalty: 4877.466309
	Iteration 8F: 3 clusters Score -3233940 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3234667.000000 Penalty: 4877.466309
	Iteration 9Q: 3 clusters Score -3234667 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3235096.000000 Penalty: 4877.466309
	Iteration 10Q: 3 clusters Score -3235096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3235350.000000 Penalty: 4877.466309
	Iteration 11Q: 3 clusters Score -3235350 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3235492.000000 Penalty: 4877.466309
	Iteration 12Q: 3 clusters Score -3235492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3235570.750000 Penalty: 4877.466309
	Iteration 13Q: 3 clusters Score -3235571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3235632.500000 Penalty: 4877.466309
	Iteration 14Q: 3 clusters Score -3235632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3235687.750000 Penalty: 4877.466309
	Iteration 15Q: 3 clusters Score -3235688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3235723.750000 Penalty: 4877.466309
	Iteration 16Q: 3 clusters Score -3235724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3235730.500000 Penalty: 4877.466309
	Iteration 17Q: 3 clusters Score -3235730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3235748.500000 Penalty: 4877.466309
	Iteration 18Q: 3 clusters Score -3235748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3235760.500000 Penalty: 4877.466309
	Iteration 19Q: 3 clusters Score -3235760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3235768.750000 Penalty: 4877.466309
	Iteration 20F: 3 clusters Score -3235769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3235772.500000 Penalty: 4877.466309
	Iteration 21Q: 3 clusters Score -3235772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3235773.000000 Penalty: 4877.466309
	Iteration 22Q: 3 clusters Score -3235773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3235777.500000 Penalty: 4877.466309
	Iteration 23Q: 3 clusters Score -3235778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3235779.000000 Penalty: 4877.466309
	Iteration 24Q: 3 clusters Score -3235779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3235779.000000 Penalty: 4877.466309
	Iteration 25F: 3 clusters Score -3235779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -607253.562500 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -607253.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -603648.125000 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -603648.1 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -604480.187500 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -604480.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -604690.812500 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -604690.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -604784.312500 Penalty: 4056.744141
	Iteration 3Q: 3 clusters Score -604784.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -604844.187500 Penalty: 4056.744141
	Iteration 4Q: 3 clusters Score -604844.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -604888.687500 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -604888.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -604927.812500 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -604927.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -604960.125000 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -604960.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -604986.375000 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -604986.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -605022.437500 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -605022.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -605059.125000 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -605059.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -605107.375000 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -605107.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -605147.062500 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -605147.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -605191.750000 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -605191.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -605258.625000 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -605258.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -605331.750000 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -605331.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -605412.250000 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -605412.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -605482.000000 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -605482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -605542.312500 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -605542.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -605593.500000 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -605593.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -605642.312500 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -605642.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -605683.562500 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -605683.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -605714.937500 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -605714.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -605742.625000 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -605742.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -605762.875000 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -605762.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -605782.000000 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -605782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -605798.875000 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -605798.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -605820.125000 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -605820.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -605838.562500 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -605838.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -605853.062500 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -605853.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -605860.875000 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -605860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -605868.500000 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -605868.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -605873.187500 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -605873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -605877.562500 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -605877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -605879.125000 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -605879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -605879.187500 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -605879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -605879.187500 Penalty: 4056.744141
	Iteration 36F: 3 clusters Score -605879.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -102114.476562 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -102114.5 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 298 members 
Entering Unmasked Estep 
Score: -100509.914062 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -100509.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100724.257812 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -100724.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100805.687500 Penalty: 3179.446777
	Iteration 2Q: 3 clusters Score -100805.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100854.390625 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -100854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100877.054688 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -100877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100887.546875 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -100887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100889.578125 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -100889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100890.734375 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -100890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100890.734375 Penalty: 3179.446777
	Iteration 8F: 3 clusters Score -100890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39556.621094 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39556.62 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39794.246094 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39794.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39868.812500 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -39868.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39927.050781 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -39927.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39972.468750 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -39972.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39988.457031 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -39988.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40014.046875 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -40014.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40025.347656 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -40025.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40031.625000 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -40031.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40032.679688 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -40032.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40032.679688 Penalty: 3004.165039
	Iteration 10F: 3 clusters Score -40032.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -1183961.250000 Penalty: 2181.642090
	Iteration 0F: 2 clusters Score -1183961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1178440.125000 Penalty: 4363.284180
	Iteration 0F: 3 clusters Score -1178440 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1179838.375000 Penalty: 4363.284180
	Iteration 1F: 3 clusters Score -1179838 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1180106.375000 Penalty: 4363.284180
	Iteration 2F: 3 clusters Score -1180106 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1180310.750000 Penalty: 4363.284180
	Iteration 3F: 3 clusters Score -1180311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1180477.250000 Penalty: 4363.284180
	Iteration 4Q: 3 clusters Score -1180477 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1180611.250000 Penalty: 4363.284180
	Iteration 5Q: 3 clusters Score -1180611 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1180750.000000 Penalty: 4363.284180
	Iteration 6Q: 3 clusters Score -1180750 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1180845.000000 Penalty: 4363.284180
	Iteration 7Q: 3 clusters Score -1180845 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1180919.000000 Penalty: 4363.284180
	Iteration 8Q: 3 clusters Score -1180919 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1181002.750000 Penalty: 4363.284180
	Iteration 9Q: 3 clusters Score -1181003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1181084.250000 Penalty: 4363.284180
	Iteration 10Q: 3 clusters Score -1181084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1181164.750000 Penalty: 4363.284180
	Iteration 11Q: 3 clusters Score -1181165 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1181266.000000 Penalty: 4363.284180
	Iteration 12Q: 3 clusters Score -1181266 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1181358.000000 Penalty: 4363.284180
	Iteration 13Q: 3 clusters Score -1181358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1181453.125000 Penalty: 4363.284180
	Iteration 14Q: 3 clusters Score -1181453 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1181545.625000 Penalty: 4363.284180
	Iteration 15Q: 3 clusters Score -1181546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1181631.375000 Penalty: 4363.284180
	Iteration 16Q: 3 clusters Score -1181631 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1181726.875000 Penalty: 4363.284180
	Iteration 17Q: 3 clusters Score -1181727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1181821.375000 Penalty: 4363.284180
	Iteration 18Q: 3 clusters Score -1181821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1181927.000000 Penalty: 4363.284180
	Iteration 19Q: 3 clusters Score -1181927 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1182025.125000 Penalty: 4363.284180
	Iteration 20F: 3 clusters Score -1182025 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1182097.375000 Penalty: 4363.284180
	Iteration 21Q: 3 clusters Score -1182097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1182164.875000 Penalty: 4363.284180
	Iteration 22Q: 3 clusters Score -1182165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1182212.375000 Penalty: 4363.284180
	Iteration 23Q: 3 clusters Score -1182212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1182240.375000 Penalty: 4363.284180
	Iteration 24Q: 3 clusters Score -1182240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1182256.000000 Penalty: 4363.284180
	Iteration 25Q: 3 clusters Score -1182256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1182268.750000 Penalty: 4363.284180
	Iteration 26Q: 3 clusters Score -1182269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1182271.500000 Penalty: 4363.284180
	Iteration 27Q: 3 clusters Score -1182272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1182273.750000 Penalty: 4363.284180
	Iteration 28Q: 3 clusters Score -1182274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1182275.000000 Penalty: 4363.284180
	Iteration 29Q: 3 clusters Score -1182275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1182278.750000 Penalty: 4363.284180
	Iteration 30Q: 3 clusters Score -1182279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1182277.250000 Penalty: 4363.284180
	Iteration 31Q: 3 clusters Score -1182277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1182279.000000 Penalty: 4363.284180
	Iteration 32Q: 3 clusters Score -1182279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1182282.125000 Penalty: 4363.284180
	Iteration 33Q: 3 clusters Score -1182282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1182283.750000 Penalty: 4363.284180
	Iteration 34Q: 3 clusters Score -1182284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1182283.875000 Penalty: 4363.284180
	Iteration 35Q: 3 clusters Score -1182284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1182285.625000 Penalty: 4363.284180
	Iteration 36Q: 3 clusters Score -1182286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1182286.625000 Penalty: 4363.284180
	Iteration 37Q: 3 clusters Score -1182287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1182286.250000 Penalty: 4363.284180
	Iteration 38Q: 3 clusters Score -1182286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1182288.250000 Penalty: 4363.284180
	Iteration 39Q: 3 clusters Score -1182288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1182289.000000 Penalty: 4363.284180
	Iteration 40F: 3 clusters Score -1182289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1182291.375000 Penalty: 4363.284180
	Iteration 41Q: 3 clusters Score -1182291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1182291.625000 Penalty: 4363.284180
	Iteration 42Q: 3 clusters Score -1182292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1182294.625000 Penalty: 4363.284180
	Iteration 43Q: 3 clusters Score -1182295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1182291.500000 Penalty: 4363.284180
	Iteration 44Q: 3 clusters Score -1182292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1182291.500000 Penalty: 4363.284180
	Iteration 45F: 3 clusters Score -1182292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Entering Unmasked Estep 
Score: -2347743.250000 Penalty: 2355.484863
	Iteration 0F: 2 clusters Score -2347743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2337953.500000 Penalty: 4710.969727
	Iteration 0F: 3 clusters Score -2337954 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2340947.250000 Penalty: 4710.969727
	Iteration 1F: 3 clusters Score -2340947 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2341364.750000 Penalty: 4710.969727
	Iteration 2F: 3 clusters Score -2341365 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2341822.000000 Penalty: 4710.969727
	Iteration 3F: 3 clusters Score -2341822 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2342419.000000 Penalty: 4710.969727
	Iteration 4F: 3 clusters Score -2342419 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2343190.750000 Penalty: 4710.969727
	Iteration 5F: 3 clusters Score -2343191 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2344111.000000 Penalty: 4710.969727
	Iteration 6F: 3 clusters Score -2344111 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2345074.000000 Penalty: 4710.969727
	Iteration 7F: 3 clusters Score -2345074 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2345899.500000 Penalty: 4710.969727
	Iteration 8F: 3 clusters Score -2345900 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2346450.250000 Penalty: 4710.969727
	Iteration 9F: 3 clusters Score -2346450 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2346769.000000 Penalty: 4710.969727
	Iteration 10Q: 3 clusters Score -2346769 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2346968.000000 Penalty: 4710.969727
	Iteration 11Q: 3 clusters Score -2346968 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2347129.000000 Penalty: 4710.969727
	Iteration 12Q: 3 clusters Score -2347129 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2347242.000000 Penalty: 4710.969727
	Iteration 13Q: 3 clusters Score -2347242 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2347313.250000 Penalty: 4710.969727
	Iteration 14Q: 3 clusters Score -2347313 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2347342.500000 Penalty: 4710.969727
	Iteration 15Q: 3 clusters Score -2347342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2347367.750000 Penalty: 4710.969727
	Iteration 16Q: 3 clusters Score -2347368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2347397.500000 Penalty: 4710.969727
	Iteration 17Q: 3 clusters Score -2347398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2347417.500000 Penalty: 4710.969727
	Iteration 18Q: 3 clusters Score -2347418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2347425.000000 Penalty: 4710.969727
	Iteration 19Q: 3 clusters Score -2347425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2347431.750000 Penalty: 4710.969727
	Iteration 20F: 3 clusters Score -2347432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2347437.000000 Penalty: 4710.969727
	Iteration 21Q: 3 clusters Score -2347437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2347438.500000 Penalty: 4710.969727
	Iteration 22Q: 3 clusters Score -2347438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2347439.750000 Penalty: 4710.969727
	Iteration 23Q: 3 clusters Score -2347440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2347439.250000 Penalty: 4710.969727
	Iteration 24Q: 3 clusters Score -2347439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2347446.750000 Penalty: 4710.969727
	Iteration 25Q: 3 clusters Score -2347447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2347443.750000 Penalty: 4710.969727
	Iteration 26Q: 3 clusters Score -2347444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2347442.750000 Penalty: 4710.969727
	Iteration 27Q: 3 clusters Score -2347443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2347446.250000 Penalty: 4710.969727
	Iteration 28Q: 3 clusters Score -2347446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2347451.250000 Penalty: 4710.969727
	Iteration 29Q: 3 clusters Score -2347451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2347457.000000 Penalty: 4710.969727
	Iteration 30Q: 3 clusters Score -2347457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2347457.000000 Penalty: 4710.969727
	Iteration 31Q: 3 clusters Score -2347457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2347455.000000 Penalty: 4710.969727
	Iteration 32Q: 3 clusters Score -2347455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2347457.500000 Penalty: 4710.969727
	Iteration 33Q: 3 clusters Score -2347458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2347453.000000 Penalty: 4710.969727
	Iteration 34Q: 3 clusters Score -2347453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2347454.000000 Penalty: 4710.969727
	Iteration 35Q: 3 clusters Score -2347454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2347458.250000 Penalty: 4710.969727
	Iteration 36Q: 3 clusters Score -2347458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2347458.000000 Penalty: 4710.969727
	Iteration 37Q: 3 clusters Score -2347458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2347456.500000 Penalty: 4710.969727
	Iteration 38Q: 3 clusters Score -2347456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2347456.500000 Penalty: 4710.969727
	Iteration 39F: 3 clusters Score -2347456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Entering Unmasked Estep 
Score: -7973784.000000 Penalty: 2651.866943
	Iteration 0F: 2 clusters Score -7973784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -7944933.000000 Penalty: 5303.733887
	Iteration 0F: 3 clusters Score -7944933 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -7955758.500000 Penalty: 5303.733887
	Iteration 1F: 3 clusters Score -7955758 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -7956262.500000 Penalty: 5303.733887
	Iteration 2Q: 3 clusters Score -7956262 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -7956737.500000 Penalty: 5303.733887
	Iteration 3Q: 3 clusters Score -7956738 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -7957137.500000 Penalty: 5303.733887
	Iteration 4Q: 3 clusters Score -7957138 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -7957613.000000 Penalty: 5303.733887
	Iteration 5Q: 3 clusters Score -7957613 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -7958218.500000 Penalty: 5303.733887
	Iteration 6Q: 3 clusters Score -7958218 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -7958980.500000 Penalty: 5303.733887
	Iteration 7Q: 3 clusters Score -7958980 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -7960068.000000 Penalty: 5303.733887
	Iteration 8Q: 3 clusters Score -7960068 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -7961717.500000 Penalty: 5303.733887
	Iteration 9F: 3 clusters Score -7961718 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -7964092.000000 Penalty: 5303.733887
	Iteration 10F: 3 clusters Score -7964092 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -7966877.500000 Penalty: 5303.733887
	Iteration 11F: 3 clusters Score -7966878 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7969209.500000 Penalty: 5303.733887
	Iteration 12F: 3 clusters Score -7969210 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7970561.000000 Penalty: 5303.733887
	Iteration 13Q: 3 clusters Score -7970561 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7971103.500000 Penalty: 5303.733887
	Iteration 14Q: 3 clusters Score -7971104 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7971292.000000 Penalty: 5303.733887
	Iteration 15Q: 3 clusters Score -7971292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7971391.500000 Penalty: 5303.733887
	Iteration 16Q: 3 clusters Score -7971392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7971433.000000 Penalty: 5303.733887
	Iteration 17Q: 3 clusters Score -7971433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7971448.500000 Penalty: 5303.733887
	Iteration 18Q: 3 clusters Score -7971448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7971474.000000 Penalty: 5303.733887
	Iteration 19Q: 3 clusters Score -7971474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7971478.000000 Penalty: 5303.733887
	Iteration 20F: 3 clusters Score -7971478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7971487.500000 Penalty: 5303.733887
	Iteration 21Q: 3 clusters Score -7971488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7971491.000000 Penalty: 5303.733887
	Iteration 22Q: 3 clusters Score -7971491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7971491.000000 Penalty: 5303.733887
	Iteration 23F: 3 clusters Score -7971491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89520.539062 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89520.54 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89839.437500 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -89839.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90022.992188 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90022.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90154.507812 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -90154.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -90311.039062 Penalty: 3207.978516
	Iteration 4F: 3 clusters Score -90311.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90431.320312 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90431.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90581.414062 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90581.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90684.132812 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -90684.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90759.882812 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -90759.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90837.875000 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -90837.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90902.171875 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -90902.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90955.929688 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -90955.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91011.601562 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -91011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91054.671875 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -91054.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91090.531250 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -91090.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91105.203125 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -91105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91129.578125 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -91129.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91129.578125 Penalty: 3207.978516
	Iteration 17F: 3 clusters Score -91129.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 40511 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 38242 members 
Mstep: Class 12 contains 48124 members 
Mstep: Class 13 contains 54542 members 
Mstep: Class 14 contains 39736 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 35829 members 
Mstep: Class 17 contains 18650 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6614 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44047 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 38529 members 
Mstep: Class 26 contains 8675 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39729 members 
Mstep: Class 29 contains 41164 members 
Mstep: Class 30 contains 50149 members 
Mstep: Class 31 contains 5972 members 
Mstep: Class 32 contains 33628 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 42752 members 
Mstep: Class 35 contains 43026 members 
Mstep: Class 36 contains 8066 members 
Mstep: Class 37 contains 38526 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43074 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43265 members 
Mstep: Class 44 contains 333 members 
Entering Unmasked Estep 
Score: -196430176.000000 Penalty: 152010.671875
Splitting cluster 24 changes total score from -196431664.000000 to -196430176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (38529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Entering Unmasked Estep 
Score: -6899932.500000 Penalty: 2618.673340
	Iteration 0F: 2 clusters Score -6899932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -6873972.500000 Penalty: 5237.346680
	Iteration 0F: 3 clusters Score -6873972 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6883268.500000 Penalty: 5237.346680
	Iteration 1F: 3 clusters Score -6883268 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6883718.500000 Penalty: 5237.346680
	Iteration 2Q: 3 clusters Score -6883718 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -6884195.500000 Penalty: 5237.346680
	Iteration 3Q: 3 clusters Score -6884196 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -6884705.000000 Penalty: 5237.346680
	Iteration 4Q: 3 clusters Score -6884705 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -6885262.000000 Penalty: 5237.346680
	Iteration 5Q: 3 clusters Score -6885262 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -6886017.000000 Penalty: 5237.346680
	Iteration 6Q: 3 clusters Score -6886017 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6887036.000000 Penalty: 5237.346680
	Iteration 7F: 3 clusters Score -6887036 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -6888449.000000 Penalty: 5237.346680
	Iteration 8F: 3 clusters Score -6888449 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -6890298.500000 Penalty: 5237.346680
	Iteration 9F: 3 clusters Score -6890298 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -6892446.000000 Penalty: 5237.346680
	Iteration 10F: 3 clusters Score -6892446 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -6894335.000000 Penalty: 5237.346680
	Iteration 11F: 3 clusters Score -6894335 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6895832.500000 Penalty: 5237.346680
	Iteration 12Q: 3 clusters Score -6895832 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -6896747.500000 Penalty: 5237.346680
	Iteration 13Q: 3 clusters Score -6896748 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -6897153.500000 Penalty: 5237.346680
	Iteration 14Q: 3 clusters Score -6897154 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -6897389.000000 Penalty: 5237.346680
	Iteration 15Q: 3 clusters Score -6897389 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -6897540.500000 Penalty: 5237.346680
	Iteration 16Q: 3 clusters Score -6897540 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -6897619.000000 Penalty: 5237.346680
	Iteration 17Q: 3 clusters Score -6897619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -6897672.000000 Penalty: 5237.346680
	Iteration 18Q: 3 clusters Score -6897672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -6897757.000000 Penalty: 5237.346680
	Iteration 19Q: 3 clusters Score -6897757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -6897800.500000 Penalty: 5237.346680
	Iteration 20F: 3 clusters Score -6897800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -6897798.000000 Penalty: 5237.346680
	Iteration 21Q: 3 clusters Score -6897798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -6897816.000000 Penalty: 5237.346680
	Iteration 22Q: 3 clusters Score -6897816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -6897826.000000 Penalty: 5237.346680
	Iteration 23Q: 3 clusters Score -6897826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -6897842.500000 Penalty: 5237.346680
	Iteration 24Q: 3 clusters Score -6897842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -6897866.000000 Penalty: 5237.346680
	Iteration 25Q: 3 clusters Score -6897866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -6897869.500000 Penalty: 5237.346680
	Iteration 26Q: 3 clusters Score -6897870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -6897869.000000 Penalty: 5237.346680
	Iteration 27Q: 3 clusters Score -6897869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6897878.500000 Penalty: 5237.346680
	Iteration 28Q: 3 clusters Score -6897878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -6897880.000000 Penalty: 5237.346680
	Iteration 29Q: 3 clusters Score -6897880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -6897895.000000 Penalty: 5237.346680
	Iteration 30Q: 3 clusters Score -6897895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -6897897.000000 Penalty: 5237.346680
	Iteration 31Q: 3 clusters Score -6897897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -6897908.000000 Penalty: 5237.346680
	Iteration 32Q: 3 clusters Score -6897908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -6897908.000000 Penalty: 5237.346680
	Iteration 33Q: 3 clusters Score -6897908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -6897914.500000 Penalty: 5237.346680
	Iteration 34Q: 3 clusters Score -6897914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -6897913.000000 Penalty: 5237.346680
	Iteration 35Q: 3 clusters Score -6897913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -6897909.500000 Penalty: 5237.346680
	Iteration 36Q: 3 clusters Score -6897910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -6897909.500000 Penalty: 5237.346680
	Iteration 37Q: 3 clusters Score -6897910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -6897918.000000 Penalty: 5237.346680
	Iteration 38Q: 3 clusters Score -6897918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -6897921.500000 Penalty: 5237.346680
	Iteration 39Q: 3 clusters Score -6897922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -6897919.000000 Penalty: 5237.346680
	Iteration 40F: 3 clusters Score -6897919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -6897912.000000 Penalty: 5237.346680
	Iteration 41Q: 3 clusters Score -6897912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -6897907.500000 Penalty: 5237.346680
	Iteration 42Q: 3 clusters Score -6897908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -6897914.500000 Penalty: 5237.346680
	Iteration 43Q: 3 clusters Score -6897914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -6897926.000000 Penalty: 5237.346680
	Iteration 44Q: 3 clusters Score -6897926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -6897927.000000 Penalty: 5237.346680
	Iteration 45Q: 3 clusters Score -6897927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -6897925.500000 Penalty: 5237.346680
	Iteration 46Q: 3 clusters Score -6897926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -6897928.500000 Penalty: 5237.346680
	Iteration 47Q: 3 clusters Score -6897928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -6897927.500000 Penalty: 5237.346680
	Iteration 48Q: 3 clusters Score -6897928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6897936.000000 Penalty: 5237.346680
	Iteration 49Q: 3 clusters Score -6897936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -6897944.000000 Penalty: 5237.346680
	Iteration 50Q: 3 clusters Score -6897944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -6897945.500000 Penalty: 5237.346680
	Iteration 51Q: 3 clusters Score -6897946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -6897956.500000 Penalty: 5237.346680
	Iteration 52Q: 3 clusters Score -6897956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -6897968.500000 Penalty: 5237.346680
	Iteration 53Q: 3 clusters Score -6897968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -6897967.500000 Penalty: 5237.346680
	Iteration 54Q: 3 clusters Score -6897968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -6897973.500000 Penalty: 5237.346680
	Iteration 55Q: 3 clusters Score -6897974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -6897976.000000 Penalty: 5237.346680
	Iteration 56Q: 3 clusters Score -6897976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -6897975.500000 Penalty: 5237.346680
	Iteration 57Q: 3 clusters Score -6897976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -6897979.500000 Penalty: 5237.346680
	Iteration 58Q: 3 clusters Score -6897980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -6897982.500000 Penalty: 5237.346680
	Iteration 59Q: 3 clusters Score -6897982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -6897982.000000 Penalty: 5237.346680
	Iteration 60F: 3 clusters Score -6897982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6897977.500000 Penalty: 5237.346680
	Iteration 61Q: 3 clusters Score -6897978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -6897982.500000 Penalty: 5237.346680
	Iteration 62Q: 3 clusters Score -6897982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -6897982.500000 Penalty: 5237.346680
	Iteration 63Q: 3 clusters Score -6897982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -6897987.000000 Penalty: 5237.346680
	Iteration 64Q: 3 clusters Score -6897987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -6897984.000000 Penalty: 5237.346680
	Iteration 65Q: 3 clusters Score -6897984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -6897986.500000 Penalty: 5237.346680
	Iteration 66Q: 3 clusters Score -6897986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -6897989.000000 Penalty: 5237.346680
	Iteration 67Q: 3 clusters Score -6897989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -6897989.000000 Penalty: 5237.346680
	Iteration 68F: 3 clusters Score -6897989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Entering Unmasked Estep 
Score: -1537693.500000 Penalty: 2248.913818
	Iteration 0F: 2 clusters Score -1537694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1530914.750000 Penalty: 4497.827637
	Iteration 0F: 3 clusters Score -1530915 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1532784.500000 Penalty: 4497.827637
	Iteration 1F: 3 clusters Score -1532784 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1533051.875000 Penalty: 4497.827637
	Iteration 2F: 3 clusters Score -1533052 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1533226.875000 Penalty: 4497.827637
	Iteration 3Q: 3 clusters Score -1533227 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1533376.625000 Penalty: 4497.827637
	Iteration 4Q: 3 clusters Score -1533377 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1533487.875000 Penalty: 4497.827637
	Iteration 5Q: 3 clusters Score -1533488 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1533591.500000 Penalty: 4497.827637
	Iteration 6Q: 3 clusters Score -1533592 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1533712.125000 Penalty: 4497.827637
	Iteration 7Q: 3 clusters Score -1533712 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1533821.875000 Penalty: 4497.827637
	Iteration 8Q: 3 clusters Score -1533822 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1533933.750000 Penalty: 4497.827637
	Iteration 9Q: 3 clusters Score -1533934 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1534057.625000 Penalty: 4497.827637
	Iteration 10Q: 3 clusters Score -1534058 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1534198.750000 Penalty: 4497.827637
	Iteration 11Q: 3 clusters Score -1534199 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1534318.625000 Penalty: 4497.827637
	Iteration 12Q: 3 clusters Score -1534319 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1534412.250000 Penalty: 4497.827637
	Iteration 13Q: 3 clusters Score -1534412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1534492.000000 Penalty: 4497.827637
	Iteration 14Q: 3 clusters Score -1534492 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1534550.750000 Penalty: 4497.827637
	Iteration 15Q: 3 clusters Score -1534551 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1534597.875000 Penalty: 4497.827637
	Iteration 16Q: 3 clusters Score -1534598 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1534638.500000 Penalty: 4497.827637
	Iteration 17Q: 3 clusters Score -1534638 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1534681.000000 Penalty: 4497.827637
	Iteration 18Q: 3 clusters Score -1534681 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1534718.250000 Penalty: 4497.827637
	Iteration 19Q: 3 clusters Score -1534718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1534761.250000 Penalty: 4497.827637
	Iteration 20F: 3 clusters Score -1534761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1534782.375000 Penalty: 4497.827637
	Iteration 21Q: 3 clusters Score -1534782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1534802.500000 Penalty: 4497.827637
	Iteration 22Q: 3 clusters Score -1534802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1534815.250000 Penalty: 4497.827637
	Iteration 23Q: 3 clusters Score -1534815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1534820.625000 Penalty: 4497.827637
	Iteration 24Q: 3 clusters Score -1534821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1534833.500000 Penalty: 4497.827637
	Iteration 25Q: 3 clusters Score -1534834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1534839.500000 Penalty: 4497.827637
	Iteration 26Q: 3 clusters Score -1534840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1534853.375000 Penalty: 4497.827637
	Iteration 27Q: 3 clusters Score -1534853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1534860.250000 Penalty: 4497.827637
	Iteration 28Q: 3 clusters Score -1534860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1534863.000000 Penalty: 4497.827637
	Iteration 29Q: 3 clusters Score -1534863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1534868.625000 Penalty: 4497.827637
	Iteration 30Q: 3 clusters Score -1534869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1534873.375000 Penalty: 4497.827637
	Iteration 31Q: 3 clusters Score -1534873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1534877.000000 Penalty: 4497.827637
	Iteration 32Q: 3 clusters Score -1534877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1534882.000000 Penalty: 4497.827637
	Iteration 33Q: 3 clusters Score -1534882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1534885.625000 Penalty: 4497.827637
	Iteration 34Q: 3 clusters Score -1534886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1534889.875000 Penalty: 4497.827637
	Iteration 35Q: 3 clusters Score -1534890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1534890.375000 Penalty: 4497.827637
	Iteration 36Q: 3 clusters Score -1534890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1534892.750000 Penalty: 4497.827637
	Iteration 37Q: 3 clusters Score -1534893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1534895.375000 Penalty: 4497.827637
	Iteration 38Q: 3 clusters Score -1534895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1534899.875000 Penalty: 4497.827637
	Iteration 39Q: 3 clusters Score -1534900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1534906.500000 Penalty: 4497.827637
	Iteration 40F: 3 clusters Score -1534906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1534902.250000 Penalty: 4497.827637
	Iteration 41Q: 3 clusters Score -1534902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1534906.875000 Penalty: 4497.827637
	Iteration 42Q: 3 clusters Score -1534907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1534904.125000 Penalty: 4497.827637
	Iteration 43Q: 3 clusters Score -1534904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1534907.875000 Penalty: 4497.827637
	Iteration 44Q: 3 clusters Score -1534908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1534905.250000 Penalty: 4497.827637
	Iteration 45Q: 3 clusters Score -1534905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1534907.625000 Penalty: 4497.827637
	Iteration 46Q: 3 clusters Score -1534908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1534906.500000 Penalty: 4497.827637
	Iteration 47Q: 3 clusters Score -1534906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1534906.625000 Penalty: 4497.827637
	Iteration 48Q: 3 clusters Score -1534907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1534907.625000 Penalty: 4497.827637
	Iteration 49Q: 3 clusters Score -1534908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1534908.625000 Penalty: 4497.827637
	Iteration 50Q: 3 clusters Score -1534909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1534908.500000 Penalty: 4497.827637
	Iteration 51Q: 3 clusters Score -1534908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1534910.625000 Penalty: 4497.827637
	Iteration 52Q: 3 clusters Score -1534911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1534909.375000 Penalty: 4497.827637
	Iteration 53Q: 3 clusters Score -1534909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1534909.000000 Penalty: 4497.827637
	Iteration 54Q: 3 clusters Score -1534909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1534914.125000 Penalty: 4497.827637
	Iteration 55Q: 3 clusters Score -1534914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1534914.000000 Penalty: 4497.827637
	Iteration 56Q: 3 clusters Score -1534914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1534910.500000 Penalty: 4497.827637
	Iteration 57Q: 3 clusters Score -1534910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1534916.000000 Penalty: 4497.827637
	Iteration 58Q: 3 clusters Score -1534916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1534914.750000 Penalty: 4497.827637
	Iteration 59Q: 3 clusters Score -1534915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1534914.125000 Penalty: 4497.827637
	Iteration 60F: 3 clusters Score -1534914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1534918.625000 Penalty: 4497.827637
	Iteration 61Q: 3 clusters Score -1534919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1534916.625000 Penalty: 4497.827637
	Iteration 62Q: 3 clusters Score -1534917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1534918.875000 Penalty: 4497.827637
	Iteration 63Q: 3 clusters Score -1534919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1534921.250000 Penalty: 4497.827637
	Iteration 64Q: 3 clusters Score -1534921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1534922.375000 Penalty: 4497.827637
	Iteration 65Q: 3 clusters Score -1534922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1534924.000000 Penalty: 4497.827637
	Iteration 66Q: 3 clusters Score -1534924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1534923.500000 Penalty: 4497.827637
	Iteration 67Q: 3 clusters Score -1534924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1534923.375000 Penalty: 4497.827637
	Iteration 68Q: 3 clusters Score -1534923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1534926.750000 Penalty: 4497.827637
	Iteration 69Q: 3 clusters Score -1534927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1534932.625000 Penalty: 4497.827637
	Iteration 70Q: 3 clusters Score -1534933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1534932.750000 Penalty: 4497.827637
	Iteration 71Q: 3 clusters Score -1534933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1534931.500000 Penalty: 4497.827637
	Iteration 72Q: 3 clusters Score -1534932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1534932.125000 Penalty: 4497.827637
	Iteration 73Q: 3 clusters Score -1534932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1534932.750000 Penalty: 4497.827637
	Iteration 74Q: 3 clusters Score -1534933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1534932.375000 Penalty: 4497.827637
	Iteration 75Q: 3 clusters Score -1534932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1534932.500000 Penalty: 4497.827637
	Iteration 76Q: 3 clusters Score -1534932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1534933.625000 Penalty: 4497.827637
	Iteration 77Q: 3 clusters Score -1534934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1534932.500000 Penalty: 4497.827637
	Iteration 78Q: 3 clusters Score -1534932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1534930.375000 Penalty: 4497.827637
	Iteration 79Q: 3 clusters Score -1534930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1534933.625000 Penalty: 4497.827637
	Iteration 80F: 3 clusters Score -1534934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1534935.000000 Penalty: 4497.827637
	Iteration 81Q: 3 clusters Score -1534935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1534938.500000 Penalty: 4497.827637
	Iteration 82Q: 3 clusters Score -1534938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1534938.500000 Penalty: 4497.827637
	Iteration 83F: 3 clusters Score -1534938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Entering Unmasked Estep 
Score: -8284635.500000 Penalty: 2665.941406
	Iteration 0F: 2 clusters Score -8284636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -8254406.500000 Penalty: 5331.882812
	Iteration 0F: 3 clusters Score -8254406 nChanged 21570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -8266576.500000 Penalty: 5331.882812
	Iteration 1F: 3 clusters Score -8266576 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -8267653.500000 Penalty: 5331.882812
	Iteration 2F: 3 clusters Score -8267654 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -8269203.500000 Penalty: 5331.882812
	Iteration 3F: 3 clusters Score -8269204 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -8271248.500000 Penalty: 5331.882812
	Iteration 4F: 3 clusters Score -8271248 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8273632.500000 Penalty: 5331.882812
	Iteration 5F: 3 clusters Score -8273632 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -8276253.500000 Penalty: 5331.882812
	Iteration 6F: 3 clusters Score -8276254 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -8278320.000000 Penalty: 5331.882812
	Iteration 7F: 3 clusters Score -8278320 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8279801.500000 Penalty: 5331.882812
	Iteration 8Q: 3 clusters Score -8279802 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8280848.500000 Penalty: 5331.882812
	Iteration 9Q: 3 clusters Score -8280848 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8281464.000000 Penalty: 5331.882812
	Iteration 10Q: 3 clusters Score -8281464 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -8281803.000000 Penalty: 5331.882812
	Iteration 11Q: 3 clusters Score -8281803 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8282028.500000 Penalty: 5331.882812
	Iteration 12Q: 3 clusters Score -8282028 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8282226.500000 Penalty: 5331.882812
	Iteration 13Q: 3 clusters Score -8282226 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -8282331.000000 Penalty: 5331.882812
	Iteration 14Q: 3 clusters Score -8282331 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8282416.500000 Penalty: 5331.882812
	Iteration 15Q: 3 clusters Score -8282416 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -8282457.000000 Penalty: 5331.882812
	Iteration 16Q: 3 clusters Score -8282457 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8282520.000000 Penalty: 5331.882812
	Iteration 17Q: 3 clusters Score -8282520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8282552.500000 Penalty: 5331.882812
	Iteration 18Q: 3 clusters Score -8282552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8282609.000000 Penalty: 5331.882812
	Iteration 19Q: 3 clusters Score -8282609 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8282629.500000 Penalty: 5331.882812
	Iteration 20F: 3 clusters Score -8282630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8282644.500000 Penalty: 5331.882812
	Iteration 21Q: 3 clusters Score -8282644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -8282657.500000 Penalty: 5331.882812
	Iteration 22Q: 3 clusters Score -8282658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8282658.500000 Penalty: 5331.882812
	Iteration 23Q: 3 clusters Score -8282658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -8282663.500000 Penalty: 5331.882812
	Iteration 24Q: 3 clusters Score -8282664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8282667.500000 Penalty: 5331.882812
	Iteration 25Q: 3 clusters Score -8282668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8282683.000000 Penalty: 5331.882812
	Iteration 26Q: 3 clusters Score -8282683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8282689.000000 Penalty: 5331.882812
	Iteration 27Q: 3 clusters Score -8282689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8282672.500000 Penalty: 5331.882812
	Iteration 28Q: 3 clusters Score -8282672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8282681.000000 Penalty: 5331.882812
	Iteration 29Q: 3 clusters Score -8282681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -8282684.500000 Penalty: 5331.882812
	Iteration 30Q: 3 clusters Score -8282684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8282673.000000 Penalty: 5331.882812
	Iteration 31Q: 3 clusters Score -8282673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8282677.500000 Penalty: 5331.882812
	Iteration 32Q: 3 clusters Score -8282678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -8282682.000000 Penalty: 5331.882812
	Iteration 33Q: 3 clusters Score -8282682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -8282691.500000 Penalty: 5331.882812
	Iteration 34Q: 3 clusters Score -8282692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -8282693.500000 Penalty: 5331.882812
	Iteration 35Q: 3 clusters Score -8282694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -8282697.000000 Penalty: 5331.882812
	Iteration 36Q: 3 clusters Score -8282697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -8282707.500000 Penalty: 5331.882812
	Iteration 37Q: 3 clusters Score -8282708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -8282707.000000 Penalty: 5331.882812
	Iteration 38Q: 3 clusters Score -8282707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8282710.000000 Penalty: 5331.882812
	Iteration 39Q: 3 clusters Score -8282710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -8282718.500000 Penalty: 5331.882812
	Iteration 40F: 3 clusters Score -8282718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8282716.000000 Penalty: 5331.882812
	Iteration 41Q: 3 clusters Score -8282716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8282719.500000 Penalty: 5331.882812
	Iteration 42Q: 3 clusters Score -8282720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8282713.000000 Penalty: 5331.882812
	Iteration 43Q: 3 clusters Score -8282713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8282721.500000 Penalty: 5331.882812
	Iteration 44Q: 3 clusters Score -8282722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -8282718.500000 Penalty: 5331.882812
	Iteration 45Q: 3 clusters Score -8282718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -8282725.000000 Penalty: 5331.882812
	Iteration 46Q: 3 clusters Score -8282725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -8282721.500000 Penalty: 5331.882812
	Iteration 47Q: 3 clusters Score -8282722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -8282718.000000 Penalty: 5331.882812
	Iteration 48Q: 3 clusters Score -8282718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8282716.500000 Penalty: 5331.882812
	Iteration 49Q: 3 clusters Score -8282716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8282716.500000 Penalty: 5331.882812
	Iteration 50F: 3 clusters Score -8282716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Entering Unmasked Estep 
Score: -7115364.000000 Penalty: 2626.279541
	Iteration 0F: 2 clusters Score -7115364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -7088628.500000 Penalty: 5252.559082
	Iteration 0F: 3 clusters Score -7088628 nChanged 18032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -7098431.000000 Penalty: 5252.559082
	Iteration 1F: 3 clusters Score -7098431 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -7099016.500000 Penalty: 5252.559082
	Iteration 2Q: 3 clusters Score -7099016 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -7099653.000000 Penalty: 5252.559082
	Iteration 3Q: 3 clusters Score -7099653 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -7100511.500000 Penalty: 5252.559082
	Iteration 4Q: 3 clusters Score -7100512 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -7101706.500000 Penalty: 5252.559082
	Iteration 5F: 3 clusters Score -7101706 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -7103484.000000 Penalty: 5252.559082
	Iteration 6F: 3 clusters Score -7103484 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -7105757.500000 Penalty: 5252.559082
	Iteration 7F: 3 clusters Score -7105758 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -7108104.000000 Penalty: 5252.559082
	Iteration 8F: 3 clusters Score -7108104 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -7110195.500000 Penalty: 5252.559082
	Iteration 9F: 3 clusters Score -7110196 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -7111589.000000 Penalty: 5252.559082
	Iteration 10Q: 3 clusters Score -7111589 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -7112319.500000 Penalty: 5252.559082
	Iteration 11Q: 3 clusters Score -7112320 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -7112678.000000 Penalty: 5252.559082
	Iteration 12Q: 3 clusters Score -7112678 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7112829.000000 Penalty: 5252.559082
	Iteration 13Q: 3 clusters Score -7112829 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7112923.500000 Penalty: 5252.559082
	Iteration 14Q: 3 clusters Score -7112924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7112979.500000 Penalty: 5252.559082
	Iteration 15Q: 3 clusters Score -7112980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7113009.000000 Penalty: 5252.559082
	Iteration 16Q: 3 clusters Score -7113009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -7113033.000000 Penalty: 5252.559082
	Iteration 17Q: 3 clusters Score -7113033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -7113053.000000 Penalty: 5252.559082
	Iteration 18Q: 3 clusters Score -7113053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7113070.500000 Penalty: 5252.559082
	Iteration 19Q: 3 clusters Score -7113070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7113082.500000 Penalty: 5252.559082
	Iteration 20F: 3 clusters Score -7113082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -7113086.000000 Penalty: 5252.559082
	Iteration 21Q: 3 clusters Score -7113086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -7113093.000000 Penalty: 5252.559082
	Iteration 22Q: 3 clusters Score -7113093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7113094.000000 Penalty: 5252.559082
	Iteration 23Q: 3 clusters Score -7113094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -7113093.500000 Penalty: 5252.559082
	Iteration 24Q: 3 clusters Score -7113094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7113104.500000 Penalty: 5252.559082
	Iteration 25Q: 3 clusters Score -7113104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7113101.000000 Penalty: 5252.559082
	Iteration 26Q: 3 clusters Score -7113101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7113101.000000 Penalty: 5252.559082
	Iteration 27F: 3 clusters Score -7113101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Entering Unmasked Estep 
Score: -7429468.000000 Penalty: 2635.079346
	Iteration 0F: 2 clusters Score -7429468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -7402126.500000 Penalty: 5270.158691
	Iteration 0F: 3 clusters Score -7402126 nChanged 18851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7412398.000000 Penalty: 5270.158691
	Iteration 1F: 3 clusters Score -7412398 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -7412791.000000 Penalty: 5270.158691
	Iteration 2Q: 3 clusters Score -7412791 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -7413070.500000 Penalty: 5270.158691
	Iteration 3Q: 3 clusters Score -7413070 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -7413326.500000 Penalty: 5270.158691
	Iteration 4Q: 3 clusters Score -7413326 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -7413583.500000 Penalty: 5270.158691
	Iteration 5Q: 3 clusters Score -7413584 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7413778.500000 Penalty: 5270.158691
	Iteration 6Q: 3 clusters Score -7413778 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -7414017.500000 Penalty: 5270.158691
	Iteration 7Q: 3 clusters Score -7414018 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -7414250.000000 Penalty: 5270.158691
	Iteration 8Q: 3 clusters Score -7414250 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -7414518.500000 Penalty: 5270.158691
	Iteration 9Q: 3 clusters Score -7414518 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -7414801.000000 Penalty: 5270.158691
	Iteration 10Q: 3 clusters Score -7414801 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -7415130.500000 Penalty: 5270.158691
	Iteration 11Q: 3 clusters Score -7415130 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -7415640.500000 Penalty: 5270.158691
	Iteration 12Q: 3 clusters Score -7415640 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -7416394.000000 Penalty: 5270.158691
	Iteration 13Q: 3 clusters Score -7416394 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -7417524.500000 Penalty: 5270.158691
	Iteration 14Q: 3 clusters Score -7417524 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -7419180.500000 Penalty: 5270.158691
	Iteration 15F: 3 clusters Score -7419180 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -7421090.500000 Penalty: 5270.158691
	Iteration 16F: 3 clusters Score -7421090 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7423053.500000 Penalty: 5270.158691
	Iteration 17F: 3 clusters Score -7423054 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7424653.000000 Penalty: 5270.158691
	Iteration 18Q: 3 clusters Score -7424653 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7425810.000000 Penalty: 5270.158691
	Iteration 19Q: 3 clusters Score -7425810 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7426487.000000 Penalty: 5270.158691
	Iteration 20F: 3 clusters Score -7426487 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7426795.500000 Penalty: 5270.158691
	Iteration 21Q: 3 clusters Score -7426796 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7426956.000000 Penalty: 5270.158691
	Iteration 22Q: 3 clusters Score -7426956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7426992.500000 Penalty: 5270.158691
	Iteration 23Q: 3 clusters Score -7426992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7427031.500000 Penalty: 5270.158691
	Iteration 24Q: 3 clusters Score -7427032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7427048.000000 Penalty: 5270.158691
	Iteration 25Q: 3 clusters Score -7427048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7427054.000000 Penalty: 5270.158691
	Iteration 26Q: 3 clusters Score -7427054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7427075.000000 Penalty: 5270.158691
	Iteration 27Q: 3 clusters Score -7427075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7427090.500000 Penalty: 5270.158691
	Iteration 28Q: 3 clusters Score -7427090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7427108.500000 Penalty: 5270.158691
	Iteration 29Q: 3 clusters Score -7427108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7427126.500000 Penalty: 5270.158691
	Iteration 30Q: 3 clusters Score -7427126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7427137.000000 Penalty: 5270.158691
	Iteration 31Q: 3 clusters Score -7427137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7427140.500000 Penalty: 5270.158691
	Iteration 32Q: 3 clusters Score -7427140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7427146.500000 Penalty: 5270.158691
	Iteration 33Q: 3 clusters Score -7427146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7427150.500000 Penalty: 5270.158691
	Iteration 34Q: 3 clusters Score -7427150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7427154.500000 Penalty: 5270.158691
	Iteration 35Q: 3 clusters Score -7427154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7427155.500000 Penalty: 5270.158691
	Iteration 36Q: 3 clusters Score -7427156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7427158.000000 Penalty: 5270.158691
	Iteration 37Q: 3 clusters Score -7427158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7427163.500000 Penalty: 5270.158691
	Iteration 38Q: 3 clusters Score -7427164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7427164.500000 Penalty: 5270.158691
	Iteration 39Q: 3 clusters Score -7427164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7427167.000000 Penalty: 5270.158691
	Iteration 40F: 3 clusters Score -7427167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (50149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Entering Unmasked Estep 
Score: -9039082.000000 Penalty: 2684.042969
	Iteration 0F: 2 clusters Score -9039082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -9008449.000000 Penalty: 5368.085938
	Iteration 0F: 3 clusters Score -9008449 nChanged 23130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -9021355.000000 Penalty: 5368.085938
	Iteration 1F: 3 clusters Score -9021355 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9021906.000000 Penalty: 5368.085938
	Iteration 2Q: 3 clusters Score -9021906 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -9022610.000000 Penalty: 5368.085938
	Iteration 3Q: 3 clusters Score -9022610 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -9023154.000000 Penalty: 5368.085938
	Iteration 4Q: 3 clusters Score -9023154 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9023703.000000 Penalty: 5368.085938
	Iteration 5Q: 3 clusters Score -9023703 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -9024254.000000 Penalty: 5368.085938
	Iteration 6Q: 3 clusters Score -9024254 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9024851.000000 Penalty: 5368.085938
	Iteration 7Q: 3 clusters Score -9024851 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -9025556.000000 Penalty: 5368.085938
	Iteration 8Q: 3 clusters Score -9025556 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -9026284.000000 Penalty: 5368.085938
	Iteration 9Q: 3 clusters Score -9026284 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -9027095.000000 Penalty: 5368.085938
	Iteration 10Q: 3 clusters Score -9027095 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -9028041.000000 Penalty: 5368.085938
	Iteration 11Q: 3 clusters Score -9028041 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -9029200.000000 Penalty: 5368.085938
	Iteration 12Q: 3 clusters Score -9029200 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -9030492.000000 Penalty: 5368.085938
	Iteration 13F: 3 clusters Score -9030492 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -9031986.000000 Penalty: 5368.085938
	Iteration 14F: 3 clusters Score -9031986 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -9033311.000000 Penalty: 5368.085938
	Iteration 15F: 3 clusters Score -9033311 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -9034377.000000 Penalty: 5368.085938
	Iteration 16Q: 3 clusters Score -9034377 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -9035134.000000 Penalty: 5368.085938
	Iteration 17Q: 3 clusters Score -9035134 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -9035672.000000 Penalty: 5368.085938
	Iteration 18Q: 3 clusters Score -9035672 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -9036069.000000 Penalty: 5368.085938
	Iteration 19Q: 3 clusters Score -9036069 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -9036281.000000 Penalty: 5368.085938
	Iteration 20F: 3 clusters Score -9036281 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9036427.000000 Penalty: 5368.085938
	Iteration 21Q: 3 clusters Score -9036427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9036531.000000 Penalty: 5368.085938
	Iteration 22Q: 3 clusters Score -9036531 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -9036584.000000 Penalty: 5368.085938
	Iteration 23Q: 3 clusters Score -9036584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -9036625.000000 Penalty: 5368.085938
	Iteration 24Q: 3 clusters Score -9036625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -9036658.000000 Penalty: 5368.085938
	Iteration 25Q: 3 clusters Score -9036658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -9036692.000000 Penalty: 5368.085938
	Iteration 26Q: 3 clusters Score -9036692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -9036715.000000 Penalty: 5368.085938
	Iteration 27Q: 3 clusters Score -9036715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -9036716.000000 Penalty: 5368.085938
	Iteration 28Q: 3 clusters Score -9036716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -9036747.000000 Penalty: 5368.085938
	Iteration 29Q: 3 clusters Score -9036747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -9036758.000000 Penalty: 5368.085938
	Iteration 30Q: 3 clusters Score -9036758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9036771.000000 Penalty: 5368.085938
	Iteration 31Q: 3 clusters Score -9036771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -9036780.000000 Penalty: 5368.085938
	Iteration 32Q: 3 clusters Score -9036780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -9036785.000000 Penalty: 5368.085938
	Iteration 33Q: 3 clusters Score -9036785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -9036785.000000 Penalty: 5368.085938
	Iteration 34Q: 3 clusters Score -9036785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -9036789.000000 Penalty: 5368.085938
	Iteration 35Q: 3 clusters Score -9036789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -9036789.000000 Penalty: 5368.085938
	Iteration 36F: 3 clusters Score -9036789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Entering Unmasked Estep 
Score: -1046839.625000 Penalty: 2156.319824
	Iteration 0F: 2 clusters Score -1046840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1041751.875000 Penalty: 4312.639648
	Iteration 0F: 3 clusters Score -1041752 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1043087.312500 Penalty: 4312.639648
	Iteration 1F: 3 clusters Score -1043087 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1043394.187500 Penalty: 4312.639648
	Iteration 2F: 3 clusters Score -1043394 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1043638.812500 Penalty: 4312.639648
	Iteration 3F: 3 clusters Score -1043639 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1043853.875000 Penalty: 4312.639648
	Iteration 4Q: 3 clusters Score -1043854 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1044028.125000 Penalty: 4312.639648
	Iteration 5Q: 3 clusters Score -1044028 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1044175.000000 Penalty: 4312.639648
	Iteration 6Q: 3 clusters Score -1044175 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1044308.437500 Penalty: 4312.639648
	Iteration 7Q: 3 clusters Score -1044308 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1044423.687500 Penalty: 4312.639648
	Iteration 8Q: 3 clusters Score -1044424 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1044529.937500 Penalty: 4312.639648
	Iteration 9Q: 3 clusters Score -1044530 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1044632.625000 Penalty: 4312.639648
	Iteration 10Q: 3 clusters Score -1044633 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1044718.937500 Penalty: 4312.639648
	Iteration 11Q: 3 clusters Score -1044719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1044807.812500 Penalty: 4312.639648
	Iteration 12Q: 3 clusters Score -1044808 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1044887.437500 Penalty: 4312.639648
	Iteration 13Q: 3 clusters Score -1044887 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1044967.187500 Penalty: 4312.639648
	Iteration 14Q: 3 clusters Score -1044967 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1045021.812500 Penalty: 4312.639648
	Iteration 15Q: 3 clusters Score -1045022 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1045067.250000 Penalty: 4312.639648
	Iteration 16Q: 3 clusters Score -1045067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1045107.562500 Penalty: 4312.639648
	Iteration 17Q: 3 clusters Score -1045108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1045143.750000 Penalty: 4312.639648
	Iteration 18Q: 3 clusters Score -1045144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1045175.625000 Penalty: 4312.639648
	Iteration 19Q: 3 clusters Score -1045176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1045194.500000 Penalty: 4312.639648
	Iteration 20F: 3 clusters Score -1045194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1045205.500000 Penalty: 4312.639648
	Iteration 21Q: 3 clusters Score -1045206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1045217.250000 Penalty: 4312.639648
	Iteration 22Q: 3 clusters Score -1045217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1045224.562500 Penalty: 4312.639648
	Iteration 23Q: 3 clusters Score -1045225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1045233.187500 Penalty: 4312.639648
	Iteration 24Q: 3 clusters Score -1045233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1045236.500000 Penalty: 4312.639648
	Iteration 25Q: 3 clusters Score -1045236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1045239.375000 Penalty: 4312.639648
	Iteration 26Q: 3 clusters Score -1045239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1045241.437500 Penalty: 4312.639648
	Iteration 27Q: 3 clusters Score -1045241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1045246.750000 Penalty: 4312.639648
	Iteration 28Q: 3 clusters Score -1045247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1045251.562500 Penalty: 4312.639648
	Iteration 29Q: 3 clusters Score -1045252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1045254.937500 Penalty: 4312.639648
	Iteration 30Q: 3 clusters Score -1045255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1045258.937500 Penalty: 4312.639648
	Iteration 31Q: 3 clusters Score -1045259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1045263.625000 Penalty: 4312.639648
	Iteration 32Q: 3 clusters Score -1045264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1045265.250000 Penalty: 4312.639648
	Iteration 33Q: 3 clusters Score -1045265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1045267.687500 Penalty: 4312.639648
	Iteration 34Q: 3 clusters Score -1045268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1045268.687500 Penalty: 4312.639648
	Iteration 35Q: 3 clusters Score -1045269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1045270.562500 Penalty: 4312.639648
	Iteration 36Q: 3 clusters Score -1045271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1045271.000000 Penalty: 4312.639648
	Iteration 37Q: 3 clusters Score -1045271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1045270.000000 Penalty: 4312.639648
	Iteration 38Q: 3 clusters Score -1045270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1045272.312500 Penalty: 4312.639648
	Iteration 39Q: 3 clusters Score -1045272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1045272.562500 Penalty: 4312.639648
	Iteration 40F: 3 clusters Score -1045273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1045274.812500 Penalty: 4312.639648
	Iteration 41Q: 3 clusters Score -1045275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1045277.937500 Penalty: 4312.639648
	Iteration 42Q: 3 clusters Score -1045278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1045278.000000 Penalty: 4312.639648
	Iteration 43Q: 3 clusters Score -1045278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1045282.875000 Penalty: 4312.639648
	Iteration 44Q: 3 clusters Score -1045283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1045285.625000 Penalty: 4312.639648
	Iteration 45Q: 3 clusters Score -1045286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1045292.125000 Penalty: 4312.639648
	Iteration 46Q: 3 clusters Score -1045292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1045291.312500 Penalty: 4312.639648
	Iteration 47Q: 3 clusters Score -1045291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1045294.062500 Penalty: 4312.639648
	Iteration 48Q: 3 clusters Score -1045294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1045296.750000 Penalty: 4312.639648
	Iteration 49Q: 3 clusters Score -1045297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1045297.562500 Penalty: 4312.639648
	Iteration 50Q: 3 clusters Score -1045298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1045298.187500 Penalty: 4312.639648
	Iteration 51Q: 3 clusters Score -1045298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1045299.625000 Penalty: 4312.639648
	Iteration 52Q: 3 clusters Score -1045300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1045301.250000 Penalty: 4312.639648
	Iteration 53Q: 3 clusters Score -1045301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1045302.125000 Penalty: 4312.639648
	Iteration 54Q: 3 clusters Score -1045302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1045301.187500 Penalty: 4312.639648
	Iteration 55Q: 3 clusters Score -1045301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1045302.000000 Penalty: 4312.639648
	Iteration 56Q: 3 clusters Score -1045302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1045304.125000 Penalty: 4312.639648
	Iteration 57Q: 3 clusters Score -1045304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1045304.875000 Penalty: 4312.639648
	Iteration 58Q: 3 clusters Score -1045305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1045304.250000 Penalty: 4312.639648
	Iteration 59Q: 3 clusters Score -1045304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1045304.062500 Penalty: 4312.639648
	Iteration 60F: 3 clusters Score -1045304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1045305.812500 Penalty: 4312.639648
	Iteration 61Q: 3 clusters Score -1045306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1045304.687500 Penalty: 4312.639648
	Iteration 62Q: 3 clusters Score -1045305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1045306.312500 Penalty: 4312.639648
	Iteration 63Q: 3 clusters Score -1045306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1045306.437500 Penalty: 4312.639648
	Iteration 64Q: 3 clusters Score -1045306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1045305.937500 Penalty: 4312.639648
	Iteration 65Q: 3 clusters Score -1045306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1045309.562500 Penalty: 4312.639648
	Iteration 66Q: 3 clusters Score -1045310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1045309.500000 Penalty: 4312.639648
	Iteration 67Q: 3 clusters Score -1045310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1045309.000000 Penalty: 4312.639648
	Iteration 68Q: 3 clusters Score -1045309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1045309.312500 Penalty: 4312.639648
	Iteration 69Q: 3 clusters Score -1045309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1045309.312500 Penalty: 4312.639648
	Iteration 70F: 3 clusters Score -1045309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (33628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Entering Unmasked Estep 
Score: -5984931.000000 Penalty: 2584.932373
	Iteration 0F: 2 clusters Score -5984931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -5962193.000000 Penalty: 5169.864746
	Iteration 0F: 3 clusters Score -5962193 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5970563.000000 Penalty: 5169.864746
	Iteration 1F: 3 clusters Score -5970563 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -5971164.000000 Penalty: 5169.864746
	Iteration 2Q: 3 clusters Score -5971164 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5971795.500000 Penalty: 5169.864746
	Iteration 3Q: 3 clusters Score -5971796 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -5972732.500000 Penalty: 5169.864746
	Iteration 4F: 3 clusters Score -5972732 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -5973756.000000 Penalty: 5169.864746
	Iteration 5F: 3 clusters Score -5973756 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -5975017.000000 Penalty: 5169.864746
	Iteration 6F: 3 clusters Score -5975017 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -5976389.000000 Penalty: 5169.864746
	Iteration 7F: 3 clusters Score -5976389 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5977721.500000 Penalty: 5169.864746
	Iteration 8F: 3 clusters Score -5977722 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5978877.000000 Penalty: 5169.864746
	Iteration 9F: 3 clusters Score -5978877 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5979810.500000 Penalty: 5169.864746
	Iteration 10Q: 3 clusters Score -5979810 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -5980578.000000 Penalty: 5169.864746
	Iteration 11Q: 3 clusters Score -5980578 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -5981166.000000 Penalty: 5169.864746
	Iteration 12Q: 3 clusters Score -5981166 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -5981600.000000 Penalty: 5169.864746
	Iteration 13Q: 3 clusters Score -5981600 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -5981887.500000 Penalty: 5169.864746
	Iteration 14Q: 3 clusters Score -5981888 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -5982134.500000 Penalty: 5169.864746
	Iteration 15Q: 3 clusters Score -5982134 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -5982313.500000 Penalty: 5169.864746
	Iteration 16Q: 3 clusters Score -5982314 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5982440.000000 Penalty: 5169.864746
	Iteration 17Q: 3 clusters Score -5982440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5982529.000000 Penalty: 5169.864746
	Iteration 18Q: 3 clusters Score -5982529 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -5982585.500000 Penalty: 5169.864746
	Iteration 19Q: 3 clusters Score -5982586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -5982636.000000 Penalty: 5169.864746
	Iteration 20F: 3 clusters Score -5982636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -5982660.500000 Penalty: 5169.864746
	Iteration 21Q: 3 clusters Score -5982660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -5982681.500000 Penalty: 5169.864746
	Iteration 22Q: 3 clusters Score -5982682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -5982702.500000 Penalty: 5169.864746
	Iteration 23Q: 3 clusters Score -5982702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -5982720.500000 Penalty: 5169.864746
	Iteration 24Q: 3 clusters Score -5982720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -5982739.000000 Penalty: 5169.864746
	Iteration 25Q: 3 clusters Score -5982739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -5982750.500000 Penalty: 5169.864746
	Iteration 26Q: 3 clusters Score -5982750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -5982771.500000 Penalty: 5169.864746
	Iteration 27Q: 3 clusters Score -5982772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5982785.500000 Penalty: 5169.864746
	Iteration 28Q: 3 clusters Score -5982786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -5982792.000000 Penalty: 5169.864746
	Iteration 29Q: 3 clusters Score -5982792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -5982806.500000 Penalty: 5169.864746
	Iteration 30Q: 3 clusters Score -5982806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -5982806.500000 Penalty: 5169.864746
	Iteration 31Q: 3 clusters Score -5982806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5982800.000000 Penalty: 5169.864746
	Iteration 32Q: 3 clusters Score -5982800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5982806.000000 Penalty: 5169.864746
	Iteration 33Q: 3 clusters Score -5982806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5982806.000000 Penalty: 5169.864746
	Iteration 34F: 3 clusters Score -5982806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Entering Unmasked Estep 
Score: -7895374.500000 Penalty: 2648.961670
	Iteration 0F: 2 clusters Score -7895374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -7866741.000000 Penalty: 5297.923340
	Iteration 0F: 3 clusters Score -7866741 nChanged 19913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -7877755.500000 Penalty: 5297.923340
	Iteration 1F: 3 clusters Score -7877756 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -7878185.500000 Penalty: 5297.923340
	Iteration 2Q: 3 clusters Score -7878186 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -7878616.000000 Penalty: 5297.923340
	Iteration 3Q: 3 clusters Score -7878616 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -7878974.500000 Penalty: 5297.923340
	Iteration 4Q: 3 clusters Score -7878974 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -7879377.000000 Penalty: 5297.923340
	Iteration 5Q: 3 clusters Score -7879377 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -7879944.000000 Penalty: 5297.923340
	Iteration 6Q: 3 clusters Score -7879944 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -7880729.500000 Penalty: 5297.923340
	Iteration 7Q: 3 clusters Score -7880730 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -7882004.500000 Penalty: 5297.923340
	Iteration 8F: 3 clusters Score -7882004 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -7884008.500000 Penalty: 5297.923340
	Iteration 9F: 3 clusters Score -7884008 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -7886911.000000 Penalty: 5297.923340
	Iteration 10F: 3 clusters Score -7886911 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7889861.000000 Penalty: 5297.923340
	Iteration 11F: 3 clusters Score -7889861 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7891734.000000 Penalty: 5297.923340
	Iteration 12Q: 3 clusters Score -7891734 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7892501.000000 Penalty: 5297.923340
	Iteration 13Q: 3 clusters Score -7892501 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7892788.000000 Penalty: 5297.923340
	Iteration 14Q: 3 clusters Score -7892788 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7892946.000000 Penalty: 5297.923340
	Iteration 15Q: 3 clusters Score -7892946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7893004.500000 Penalty: 5297.923340
	Iteration 16Q: 3 clusters Score -7893004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7893043.500000 Penalty: 5297.923340
	Iteration 17Q: 3 clusters Score -7893044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7893063.000000 Penalty: 5297.923340
	Iteration 18Q: 3 clusters Score -7893063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7893087.000000 Penalty: 5297.923340
	Iteration 19Q: 3 clusters Score -7893087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7893091.000000 Penalty: 5297.923340
	Iteration 20F: 3 clusters Score -7893091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7893102.000000 Penalty: 5297.923340
	Iteration 21Q: 3 clusters Score -7893102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7893105.500000 Penalty: 5297.923340
	Iteration 22Q: 3 clusters Score -7893106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7893108.500000 Penalty: 5297.923340
	Iteration 23Q: 3 clusters Score -7893108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7893112.500000 Penalty: 5297.923340
	Iteration 24Q: 3 clusters Score -7893112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7893111.000000 Penalty: 5297.923340
	Iteration 25Q: 3 clusters Score -7893111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7893111.000000 Penalty: 5297.923340
	Iteration 26F: 3 clusters Score -7893111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Entering Unmasked Estep 
Score: -7829831.500000 Penalty: 2644.466309
	Iteration 0F: 2 clusters Score -7829832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -7802137.000000 Penalty: 5288.932617
	Iteration 0F: 3 clusters Score -7802137 nChanged 19681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -7812960.000000 Penalty: 5288.932617
	Iteration 1F: 3 clusters Score -7812960 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -7813408.000000 Penalty: 5288.932617
	Iteration 2Q: 3 clusters Score -7813408 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -7813869.500000 Penalty: 5288.932617
	Iteration 3Q: 3 clusters Score -7813870 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -7814294.000000 Penalty: 5288.932617
	Iteration 4Q: 3 clusters Score -7814294 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -7814755.500000 Penalty: 5288.932617
	Iteration 5Q: 3 clusters Score -7814756 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -7815331.500000 Penalty: 5288.932617
	Iteration 6Q: 3 clusters Score -7815332 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -7816002.500000 Penalty: 5288.932617
	Iteration 7Q: 3 clusters Score -7816002 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -7816989.500000 Penalty: 5288.932617
	Iteration 8Q: 3 clusters Score -7816990 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -7818365.000000 Penalty: 5288.932617
	Iteration 9F: 3 clusters Score -7818365 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -7820054.000000 Penalty: 5288.932617
	Iteration 10F: 3 clusters Score -7820054 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -7821737.000000 Penalty: 5288.932617
	Iteration 11F: 3 clusters Score -7821737 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -7823155.500000 Penalty: 5288.932617
	Iteration 12Q: 3 clusters Score -7823156 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -7824172.500000 Penalty: 5288.932617
	Iteration 13Q: 3 clusters Score -7824172 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -7824904.500000 Penalty: 5288.932617
	Iteration 14Q: 3 clusters Score -7824904 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -7825429.000000 Penalty: 5288.932617
	Iteration 15Q: 3 clusters Score -7825429 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -7825866.500000 Penalty: 5288.932617
	Iteration 16Q: 3 clusters Score -7825866 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -7826202.500000 Penalty: 5288.932617
	Iteration 17Q: 3 clusters Score -7826202 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7826441.500000 Penalty: 5288.932617
	Iteration 18Q: 3 clusters Score -7826442 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -7826633.500000 Penalty: 5288.932617
	Iteration 19Q: 3 clusters Score -7826634 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -7826824.000000 Penalty: 5288.932617
	Iteration 20F: 3 clusters Score -7826824 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -7826970.000000 Penalty: 5288.932617
	Iteration 21Q: 3 clusters Score -7826970 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7827083.500000 Penalty: 5288.932617
	Iteration 22Q: 3 clusters Score -7827084 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7827216.000000 Penalty: 5288.932617
	Iteration 23Q: 3 clusters Score -7827216 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7827294.000000 Penalty: 5288.932617
	Iteration 24Q: 3 clusters Score -7827294 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -7827343.000000 Penalty: 5288.932617
	Iteration 25Q: 3 clusters Score -7827343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7827415.000000 Penalty: 5288.932617
	Iteration 26Q: 3 clusters Score -7827415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -7827470.500000 Penalty: 5288.932617
	Iteration 27Q: 3 clusters Score -7827470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -7827500.500000 Penalty: 5288.932617
	Iteration 28Q: 3 clusters Score -7827500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -7827539.000000 Penalty: 5288.932617
	Iteration 29Q: 3 clusters Score -7827539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -7827561.500000 Penalty: 5288.932617
	Iteration 30Q: 3 clusters Score -7827562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -7827572.500000 Penalty: 5288.932617
	Iteration 31Q: 3 clusters Score -7827572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7827577.500000 Penalty: 5288.932617
	Iteration 32Q: 3 clusters Score -7827578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -7827588.000000 Penalty: 5288.932617
	Iteration 33Q: 3 clusters Score -7827588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -7827592.500000 Penalty: 5288.932617
	Iteration 34Q: 3 clusters Score -7827592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7827597.500000 Penalty: 5288.932617
	Iteration 35Q: 3 clusters Score -7827598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7827597.500000 Penalty: 5288.932617
	Iteration 36Q: 3 clusters Score -7827598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7827603.000000 Penalty: 5288.932617
	Iteration 37Q: 3 clusters Score -7827603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -7827609.000000 Penalty: 5288.932617
	Iteration 38Q: 3 clusters Score -7827609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -7827609.000000 Penalty: 5288.932617
	Iteration 39Q: 3 clusters Score -7827609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -7827609.000000 Penalty: 5288.932617
	Iteration 40F: 3 clusters Score -7827609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -7827614.500000 Penalty: 5288.932617
	Iteration 41Q: 3 clusters Score -7827614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -7827617.500000 Penalty: 5288.932617
	Iteration 42Q: 3 clusters Score -7827618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -7827616.500000 Penalty: 5288.932617
	Iteration 43Q: 3 clusters Score -7827616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -7827619.000000 Penalty: 5288.932617
	Iteration 44Q: 3 clusters Score -7827619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7827619.000000 Penalty: 5288.932617
	Iteration 45Q: 3 clusters Score -7827619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7827619.000000 Penalty: 5288.932617
	Iteration 46F: 3 clusters Score -7827619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (43026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Entering Unmasked Estep 
Score: -7683764.000000 Penalty: 2646.050781
	Iteration 0F: 2 clusters Score -7683764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -7655142.000000 Penalty: 5292.101562
	Iteration 0F: 3 clusters Score -7655142 nChanged 19803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7666109.500000 Penalty: 5292.101562
	Iteration 1F: 3 clusters Score -7666110 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -7666592.500000 Penalty: 5292.101562
	Iteration 2Q: 3 clusters Score -7666592 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -7667206.000000 Penalty: 5292.101562
	Iteration 3Q: 3 clusters Score -7667206 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -7667828.500000 Penalty: 5292.101562
	Iteration 4Q: 3 clusters Score -7667828 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -7668684.500000 Penalty: 5292.101562
	Iteration 5Q: 3 clusters Score -7668684 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -7669976.500000 Penalty: 5292.101562
	Iteration 6F: 3 clusters Score -7669976 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -7671913.000000 Penalty: 5292.101562
	Iteration 7F: 3 clusters Score -7671913 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -7674561.000000 Penalty: 5292.101562
	Iteration 8F: 3 clusters Score -7674561 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -7677371.500000 Penalty: 5292.101562
	Iteration 9F: 3 clusters Score -7677372 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7679477.000000 Penalty: 5292.101562
	Iteration 10F: 3 clusters Score -7679477 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -7680616.000000 Penalty: 5292.101562
	Iteration 11Q: 3 clusters Score -7680616 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -7681060.000000 Penalty: 5292.101562
	Iteration 12Q: 3 clusters Score -7681060 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -7681252.500000 Penalty: 5292.101562
	Iteration 13Q: 3 clusters Score -7681252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -7681333.000000 Penalty: 5292.101562
	Iteration 14Q: 3 clusters Score -7681333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -7681368.500000 Penalty: 5292.101562
	Iteration 15Q: 3 clusters Score -7681368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -7681384.000000 Penalty: 5292.101562
	Iteration 16Q: 3 clusters Score -7681384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -7681381.000000 Penalty: 5292.101562
	Iteration 17Q: 3 clusters Score -7681381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -7681390.500000 Penalty: 5292.101562
	Iteration 18Q: 3 clusters Score -7681390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -7681414.000000 Penalty: 5292.101562
	Iteration 19Q: 3 clusters Score -7681414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -7681417.500000 Penalty: 5292.101562
	Iteration 20F: 3 clusters Score -7681418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -7681426.500000 Penalty: 5292.101562
	Iteration 21Q: 3 clusters Score -7681426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -7681420.500000 Penalty: 5292.101562
	Iteration 22Q: 3 clusters Score -7681420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -7681425.500000 Penalty: 5292.101562
	Iteration 23Q: 3 clusters Score -7681426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -7681425.500000 Penalty: 5292.101562
	Iteration 24F: 3 clusters Score -7681426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Entering Unmasked Estep 
Score: -1358567.375000 Penalty: 2230.862305
	Iteration 0F: 2 clusters Score -1358567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1352107.250000 Penalty: 4461.724609
	Iteration 0F: 3 clusters Score -1352107 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1354130.750000 Penalty: 4461.724609
	Iteration 1F: 3 clusters Score -1354131 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1354787.250000 Penalty: 4461.724609
	Iteration 2F: 3 clusters Score -1354787 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1355351.000000 Penalty: 4461.724609
	Iteration 3F: 3 clusters Score -1355351 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1355820.875000 Penalty: 4461.724609
	Iteration 4F: 3 clusters Score -1355821 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1356230.625000 Penalty: 4461.724609
	Iteration 5F: 3 clusters Score -1356231 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1356582.875000 Penalty: 4461.724609
	Iteration 6F: 3 clusters Score -1356583 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1356861.500000 Penalty: 4461.724609
	Iteration 7Q: 3 clusters Score -1356862 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1357079.375000 Penalty: 4461.724609
	Iteration 8Q: 3 clusters Score -1357079 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1357251.750000 Penalty: 4461.724609
	Iteration 9Q: 3 clusters Score -1357252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1357395.750000 Penalty: 4461.724609
	Iteration 10Q: 3 clusters Score -1357396 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1357529.875000 Penalty: 4461.724609
	Iteration 11Q: 3 clusters Score -1357530 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1357634.750000 Penalty: 4461.724609
	Iteration 12Q: 3 clusters Score -1357635 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1357706.500000 Penalty: 4461.724609
	Iteration 13Q: 3 clusters Score -1357706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1357753.250000 Penalty: 4461.724609
	Iteration 14Q: 3 clusters Score -1357753 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1357791.375000 Penalty: 4461.724609
	Iteration 15Q: 3 clusters Score -1357791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1357812.125000 Penalty: 4461.724609
	Iteration 16Q: 3 clusters Score -1357812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1357831.750000 Penalty: 4461.724609
	Iteration 17Q: 3 clusters Score -1357832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1357842.000000 Penalty: 4461.724609
	Iteration 18Q: 3 clusters Score -1357842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1357852.375000 Penalty: 4461.724609
	Iteration 19Q: 3 clusters Score -1357852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1357859.500000 Penalty: 4461.724609
	Iteration 20F: 3 clusters Score -1357860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1357863.125000 Penalty: 4461.724609
	Iteration 21Q: 3 clusters Score -1357863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1357870.125000 Penalty: 4461.724609
	Iteration 22Q: 3 clusters Score -1357870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1357878.375000 Penalty: 4461.724609
	Iteration 23Q: 3 clusters Score -1357878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1357885.750000 Penalty: 4461.724609
	Iteration 24Q: 3 clusters Score -1357886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1357887.375000 Penalty: 4461.724609
	Iteration 25Q: 3 clusters Score -1357887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1357894.250000 Penalty: 4461.724609
	Iteration 26Q: 3 clusters Score -1357894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1357902.125000 Penalty: 4461.724609
	Iteration 27Q: 3 clusters Score -1357902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1357909.625000 Penalty: 4461.724609
	Iteration 28Q: 3 clusters Score -1357910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1357913.625000 Penalty: 4461.724609
	Iteration 29Q: 3 clusters Score -1357914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1357916.500000 Penalty: 4461.724609
	Iteration 30Q: 3 clusters Score -1357916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1357914.875000 Penalty: 4461.724609
	Iteration 31Q: 3 clusters Score -1357915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1357920.000000 Penalty: 4461.724609
	Iteration 32Q: 3 clusters Score -1357920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1357919.250000 Penalty: 4461.724609
	Iteration 33Q: 3 clusters Score -1357919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1357922.000000 Penalty: 4461.724609
	Iteration 34Q: 3 clusters Score -1357922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1357921.750000 Penalty: 4461.724609
	Iteration 35Q: 3 clusters Score -1357922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1357922.375000 Penalty: 4461.724609
	Iteration 36Q: 3 clusters Score -1357922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1357924.000000 Penalty: 4461.724609
	Iteration 37Q: 3 clusters Score -1357924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1357924.000000 Penalty: 4461.724609
	Iteration 38F: 3 clusters Score -1357924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Entering Unmasked Estep 
Score: -6875662.500000 Penalty: 2618.654053
	Iteration 0F: 2 clusters Score -6875662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -6849618.500000 Penalty: 5237.308105
	Iteration 0F: 3 clusters Score -6849618 nChanged 17595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6859106.500000 Penalty: 5237.308105
	Iteration 1F: 3 clusters Score -6859106 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -6859551.500000 Penalty: 5237.308105
	Iteration 2Q: 3 clusters Score -6859552 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -6860003.500000 Penalty: 5237.308105
	Iteration 3Q: 3 clusters Score -6860004 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6860400.500000 Penalty: 5237.308105
	Iteration 4Q: 3 clusters Score -6860400 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -6860836.500000 Penalty: 5237.308105
	Iteration 5Q: 3 clusters Score -6860836 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -6861392.000000 Penalty: 5237.308105
	Iteration 6Q: 3 clusters Score -6861392 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -6861989.500000 Penalty: 5237.308105
	Iteration 7Q: 3 clusters Score -6861990 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -6862785.000000 Penalty: 5237.308105
	Iteration 8Q: 3 clusters Score -6862785 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -6863795.500000 Penalty: 5237.308105
	Iteration 9F: 3 clusters Score -6863796 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -6865112.500000 Penalty: 5237.308105
	Iteration 10F: 3 clusters Score -6865112 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -6866703.500000 Penalty: 5237.308105
	Iteration 11F: 3 clusters Score -6866704 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -6868455.500000 Penalty: 5237.308105
	Iteration 12F: 3 clusters Score -6868456 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -6870037.500000 Penalty: 5237.308105
	Iteration 13F: 3 clusters Score -6870038 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6871308.000000 Penalty: 5237.308105
	Iteration 14Q: 3 clusters Score -6871308 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6872193.500000 Penalty: 5237.308105
	Iteration 15Q: 3 clusters Score -6872194 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6872758.500000 Penalty: 5237.308105
	Iteration 16Q: 3 clusters Score -6872758 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6873116.500000 Penalty: 5237.308105
	Iteration 17Q: 3 clusters Score -6873116 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6873310.500000 Penalty: 5237.308105
	Iteration 18Q: 3 clusters Score -6873310 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6873417.500000 Penalty: 5237.308105
	Iteration 19Q: 3 clusters Score -6873418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6873496.000000 Penalty: 5237.308105
	Iteration 20F: 3 clusters Score -6873496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6873539.000000 Penalty: 5237.308105
	Iteration 21Q: 3 clusters Score -6873539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6873580.000000 Penalty: 5237.308105
	Iteration 22Q: 3 clusters Score -6873580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6873620.500000 Penalty: 5237.308105
	Iteration 23Q: 3 clusters Score -6873620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6873632.000000 Penalty: 5237.308105
	Iteration 24Q: 3 clusters Score -6873632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6873642.500000 Penalty: 5237.308105
	Iteration 25Q: 3 clusters Score -6873642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6873636.000000 Penalty: 5237.308105
	Iteration 26Q: 3 clusters Score -6873636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6873642.000000 Penalty: 5237.308105
	Iteration 27Q: 3 clusters Score -6873642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6873641.000000 Penalty: 5237.308105
	Iteration 28Q: 3 clusters Score -6873641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6873653.000000 Penalty: 5237.308105
	Iteration 29Q: 3 clusters Score -6873653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6873653.500000 Penalty: 5237.308105
	Iteration 30Q: 3 clusters Score -6873654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6873652.000000 Penalty: 5237.308105
	Iteration 31Q: 3 clusters Score -6873652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6873649.000000 Penalty: 5237.308105
	Iteration 32Q: 3 clusters Score -6873649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6873648.500000 Penalty: 5237.308105
	Iteration 33Q: 3 clusters Score -6873648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6873641.000000 Penalty: 5237.308105
	Iteration 34Q: 3 clusters Score -6873641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6873641.000000 Penalty: 5237.308105
	Iteration 35F: 3 clusters Score -6873641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -44004.917969 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -44004.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42850.398438 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -42850.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42964.234375 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -42964.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43048.898438 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -43048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43076.964844 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -43076.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43079.667969 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -43079.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43079.667969 Penalty: 2794.855469
	Iteration 5F: 3 clusters Score -43079.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -194944.593750 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -194944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -192895.234375 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -192895.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -193219.000000 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -193219 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -193291.328125 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -193291.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -193332.078125 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -193332.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193361.984375 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -193362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -193383.765625 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -193383.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -193393.578125 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -193393.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193405.281250 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -193405.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -193411.953125 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -193412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -193415.328125 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -193415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -193419.968750 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -193420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -193421.812500 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -193421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -193422.484375 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -193422.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -193422.484375 Penalty: 3492.974121
	Iteration 13F: 3 clusters Score -193422.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Entering Unmasked Estep 
Score: -7759046.000000 Penalty: 2646.327393
	Iteration 0F: 2 clusters Score -7759046 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 21581 members 
Entering Unmasked Estep 
Score: -7730507.000000 Penalty: 5292.654785
	Iteration 0F: 3 clusters Score -7730507 nChanged 19894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -7741419.500000 Penalty: 5292.654785
	Iteration 1F: 3 clusters Score -7741420 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -7741847.000000 Penalty: 5292.654785
	Iteration 2Q: 3 clusters Score -7741847 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -7742208.000000 Penalty: 5292.654785
	Iteration 3Q: 3 clusters Score -7742208 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -7742582.000000 Penalty: 5292.654785
	Iteration 4Q: 3 clusters Score -7742582 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7742998.000000 Penalty: 5292.654785
	Iteration 5Q: 3 clusters Score -7742998 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -7743533.500000 Penalty: 5292.654785
	Iteration 6Q: 3 clusters Score -7743534 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7744325.000000 Penalty: 5292.654785
	Iteration 7Q: 3 clusters Score -7744325 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7745582.000000 Penalty: 5292.654785
	Iteration 8F: 3 clusters Score -7745582 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -7747472.000000 Penalty: 5292.654785
	Iteration 9F: 3 clusters Score -7747472 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -7750068.500000 Penalty: 5292.654785
	Iteration 10F: 3 clusters Score -7750068 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -7752857.500000 Penalty: 5292.654785
	Iteration 11F: 3 clusters Score -7752858 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -7754944.500000 Penalty: 5292.654785
	Iteration 12F: 3 clusters Score -7754944 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -7755929.000000 Penalty: 5292.654785
	Iteration 13Q: 3 clusters Score -7755929 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -7756340.000000 Penalty: 5292.654785
	Iteration 14Q: 3 clusters Score -7756340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -7756508.000000 Penalty: 5292.654785
	Iteration 15Q: 3 clusters Score -7756508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7756593.000000 Penalty: 5292.654785
	Iteration 16Q: 3 clusters Score -7756593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -7756637.000000 Penalty: 5292.654785
	Iteration 17Q: 3 clusters Score -7756637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -7756674.000000 Penalty: 5292.654785
	Iteration 18Q: 3 clusters Score -7756674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -7756686.000000 Penalty: 5292.654785
	Iteration 19Q: 3 clusters Score -7756686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -7756685.500000 Penalty: 5292.654785
	Iteration 20F: 3 clusters Score -7756686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -7756688.500000 Penalty: 5292.654785
	Iteration 21Q: 3 clusters Score -7756688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7756683.500000 Penalty: 5292.654785
	Iteration 22Q: 3 clusters Score -7756684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7756683.500000 Penalty: 5292.654785
	Iteration 23F: 3 clusters Score -7756684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -130373.593750 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130373.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130788.953125 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -131047.484375 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -131047.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131212.343750 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -131212.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -131337.765625 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -131337.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -131418.265625 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131418.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -131464.484375 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131464.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131505.437500 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131505.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -131532.062500 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131547.984375 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131552.562500 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -131566.953125 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131580.031250 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -131582.000000 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -131582.000000 Penalty: 3370.670166
	Iteration 14F: 3 clusters Score -131582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10263.133789 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10263.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10384.499023 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10407.271484 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10407.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10407.271484 Penalty: 2538.524902
	Iteration 3F: 3 clusters Score -10407.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Entering Unmasked Estep 
Score: -7700893.000000 Penalty: 2647.424561
	Iteration 0F: 2 clusters Score -7700893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -7672390.500000 Penalty: 5294.849121
	Iteration 0F: 3 clusters Score -7672390 nChanged 19925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -7683537.000000 Penalty: 5294.849121
	Iteration 1F: 3 clusters Score -7683537 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -7684264.000000 Penalty: 5294.849121
	Iteration 2Q: 3 clusters Score -7684264 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -7685009.000000 Penalty: 5294.849121
	Iteration 3Q: 3 clusters Score -7685009 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -7685663.000000 Penalty: 5294.849121
	Iteration 4Q: 3 clusters Score -7685663 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -7686258.500000 Penalty: 5294.849121
	Iteration 5Q: 3 clusters Score -7686258 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -7686853.000000 Penalty: 5294.849121
	Iteration 6Q: 3 clusters Score -7686853 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -7687333.500000 Penalty: 5294.849121
	Iteration 7Q: 3 clusters Score -7687334 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -7687767.000000 Penalty: 5294.849121
	Iteration 8Q: 3 clusters Score -7687767 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7688220.500000 Penalty: 5294.849121
	Iteration 9Q: 3 clusters Score -7688220 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -7688729.000000 Penalty: 5294.849121
	Iteration 10Q: 3 clusters Score -7688729 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -7689304.000000 Penalty: 5294.849121
	Iteration 11Q: 3 clusters Score -7689304 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -7690004.000000 Penalty: 5294.849121
	Iteration 12Q: 3 clusters Score -7690004 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -7690836.500000 Penalty: 5294.849121
	Iteration 13Q: 3 clusters Score -7690836 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -7691783.500000 Penalty: 5294.849121
	Iteration 14Q: 3 clusters Score -7691784 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -7692608.000000 Penalty: 5294.849121
	Iteration 15Q: 3 clusters Score -7692608 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -7693173.500000 Penalty: 5294.849121
	Iteration 16Q: 3 clusters Score -7693174 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -7693535.000000 Penalty: 5294.849121
	Iteration 17Q: 3 clusters Score -7693535 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -7693873.500000 Penalty: 5294.849121
	Iteration 18Q: 3 clusters Score -7693874 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -7694110.000000 Penalty: 5294.849121
	Iteration 19Q: 3 clusters Score -7694110 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7694369.500000 Penalty: 5294.849121
	Iteration 20F: 3 clusters Score -7694370 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -7694611.500000 Penalty: 5294.849121
	Iteration 21Q: 3 clusters Score -7694612 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -7694830.000000 Penalty: 5294.849121
	Iteration 22Q: 3 clusters Score -7694830 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -7695070.500000 Penalty: 5294.849121
	Iteration 23Q: 3 clusters Score -7695070 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -7695230.500000 Penalty: 5294.849121
	Iteration 24Q: 3 clusters Score -7695230 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -7695432.000000 Penalty: 5294.849121
	Iteration 25Q: 3 clusters Score -7695432 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -7695612.000000 Penalty: 5294.849121
	Iteration 26Q: 3 clusters Score -7695612 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -7695768.000000 Penalty: 5294.849121
	Iteration 27Q: 3 clusters Score -7695768 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -7695908.000000 Penalty: 5294.849121
	Iteration 28Q: 3 clusters Score -7695908 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -7696070.000000 Penalty: 5294.849121
	Iteration 29Q: 3 clusters Score -7696070 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -7696197.000000 Penalty: 5294.849121
	Iteration 30Q: 3 clusters Score -7696197 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -7696271.000000 Penalty: 5294.849121
	Iteration 31Q: 3 clusters Score -7696271 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7696368.500000 Penalty: 5294.849121
	Iteration 32Q: 3 clusters Score -7696368 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -7696413.000000 Penalty: 5294.849121
	Iteration 33Q: 3 clusters Score -7696413 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -7696494.000000 Penalty: 5294.849121
	Iteration 34Q: 3 clusters Score -7696494 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -7696574.000000 Penalty: 5294.849121
	Iteration 35Q: 3 clusters Score -7696574 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -7696629.000000 Penalty: 5294.849121
	Iteration 36Q: 3 clusters Score -7696629 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -7696695.500000 Penalty: 5294.849121
	Iteration 37Q: 3 clusters Score -7696696 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -7696788.000000 Penalty: 5294.849121
	Iteration 38Q: 3 clusters Score -7696788 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -7696853.500000 Penalty: 5294.849121
	Iteration 39Q: 3 clusters Score -7696854 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -7696950.000000 Penalty: 5294.849121
	Iteration 40F: 3 clusters Score -7696950 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -7697010.000000 Penalty: 5294.849121
	Iteration 41Q: 3 clusters Score -7697010 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7697068 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -7697104.000000 Penalty: 5294.849121
	Iteration 43Q: 3 clusters Score -7697104 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -7697188.000000 Penalty: 5294.849121
	Iteration 44Q: 3 clusters Score -7697188 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -7697223.000000 Penalty: 5294.849121
	Iteration 45Q: 3 clusters Score -7697223 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -7697275.000000 Penalty: 5294.849121
	Iteration 46Q: 3 clusters Score -7697275 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7697285 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -7697309.500000 Penalty: 5294.849121
	Iteration 48Q: 3 clusters Score -7697310 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -7697363.500000 Penalty: 5294.849121
	Iteration 49Q: 3 clusters Score -7697364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -7697381.000000 Penalty: 5294.849121
	Iteration 50Q: 3 clusters Score -7697381 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -7697400.500000 Penalty: 5294.849121
	Iteration 51Q: 3 clusters Score -7697400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -7697431.000000 Penalty: 5294.849121
	Iteration 52Q: 3 clusters Score -7697431 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -7697468.500000 Penalty: 5294.849121
	Iteration 53Q: 3 clusters Score -7697468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -7697503.000000 Penalty: 5294.849121
	Iteration 54Q: 3 clusters Score -7697503 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -7697539.000000 Penalty: 5294.849121
	Iteration 55Q: 3 clusters Score -7697539 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -7697569.000000 Penalty: 5294.849121
	Iteration 56Q: 3 clusters Score -7697569 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -7697612.500000 Penalty: 5294.849121
	Iteration 57Q: 3 clusters Score -7697612 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -7697645.500000 Penalty: 5294.849121
	Iteration 58Q: 3 clusters Score -7697646 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -7697663.500000 Penalty: 5294.849121
	Iteration 59Q: 3 clusters Score -7697664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -7697681.000000 Penalty: 5294.849121
	Iteration 60F: 3 clusters Score -7697681 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -7697728.500000 Penalty: 5294.849121
	Iteration 61Q: 3 clusters Score -7697728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7697747 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7697756 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7697782 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -7697822.000000 Penalty: 5294.849121
	Iteration 65Q: 3 clusters Score -7697822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7697837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7697858 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7697854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -7697891.500000 Penalty: 5294.849121
	Iteration 69Q: 3 clusters Score -7697892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -7697926.000000 Penalty: 5294.849121
	Iteration 70Q: 3 clusters Score -7697926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7697936 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -7697955.000000 Penalty: 5294.849121
	Iteration 72Q: 3 clusters Score -7697955 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7697980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -7697993.500000 Penalty: 5294.849121
	Iteration 74Q: 3 clusters Score -7697994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -7698021.500000 Penalty: 5294.849121
	Iteration 75Q: 3 clusters Score -7698022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7698037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -7698032.000000 Penalty: 5294.849121
	Iteration 77Q: 3 clusters Score -7698032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7698058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7698068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7698096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7698120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -7698137.500000 Penalty: 5294.849121
	Iteration 82Q: 3 clusters Score -7698138 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -7698118.500000 Penalty: 5294.849121
	Iteration 83Q: 3 clusters Score -7698118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -7698144.000000 Penalty: 5294.849121
	Iteration 84Q: 3 clusters Score -7698144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -7698161.000000 Penalty: 5294.849121
	Iteration 85Q: 3 clusters Score -7698161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -7698158.500000 Penalty: 5294.849121
	Iteration 86Q: 3 clusters Score -7698158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7698175.500000 Penalty: 5294.849121
	Iteration 87Q: 3 clusters Score -7698176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -7698184.500000 Penalty: 5294.849121
	Iteration 88Q: 3 clusters Score -7698184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -7698194.000000 Penalty: 5294.849121
	Iteration 89Q: 3 clusters Score -7698194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -7698232.000000 Penalty: 5294.849121
	Iteration 90Q: 3 clusters Score -7698232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -7698240.500000 Penalty: 5294.849121
	Iteration 91Q: 3 clusters Score -7698240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -7698229.500000 Penalty: 5294.849121
	Iteration 92Q: 3 clusters Score -7698230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -7698240.500000 Penalty: 5294.849121
	Iteration 93Q: 3 clusters Score -7698240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -7698232.500000 Penalty: 5294.849121
	Iteration 94Q: 3 clusters Score -7698232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -7698239.500000 Penalty: 5294.849121
	Iteration 95Q: 3 clusters Score -7698240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -7698227.000000 Penalty: 5294.849121
	Iteration 96Q: 3 clusters Score -7698227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -7698219.000000 Penalty: 5294.849121
	Iteration 97Q: 3 clusters Score -7698219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -7698234.000000 Penalty: 5294.849121
	Iteration 98Q: 3 clusters Score -7698234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -7698241.500000 Penalty: 5294.849121
	Iteration 99Q: 3 clusters Score -7698242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -7698247.500000 Penalty: 5294.849121
	Iteration 100F: 3 clusters Score -7698248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -7698263.500000 Penalty: 5294.849121
	Iteration 101Q: 3 clusters Score -7698264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -7698258.000000 Penalty: 5294.849121
	Iteration 102Q: 3 clusters Score -7698258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -7698262.000000 Penalty: 5294.849121
	Iteration 103Q: 3 clusters Score -7698262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -7698266.000000 Penalty: 5294.849121
	Iteration 104Q: 3 clusters Score -7698266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -7698265.500000 Penalty: 5294.849121
	Iteration 105Q: 3 clusters Score -7698266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -7698279.000000 Penalty: 5294.849121
	Iteration 106Q: 3 clusters Score -7698279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -7698274.500000 Penalty: 5294.849121
	Iteration 107Q: 3 clusters Score -7698274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -7698279.500000 Penalty: 5294.849121
	Iteration 108Q: 3 clusters Score -7698280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -7698273.500000 Penalty: 5294.849121
	Iteration 109Q: 3 clusters Score -7698274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -7698280.000000 Penalty: 5294.849121
	Iteration 110Q: 3 clusters Score -7698280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -7698291.500000 Penalty: 5294.849121
	Iteration 111Q: 3 clusters Score -7698292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -7698306.500000 Penalty: 5294.849121
	Iteration 112Q: 3 clusters Score -7698306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -7698306.500000 Penalty: 5294.849121
	Iteration 113Q: 3 clusters Score -7698306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -7698307.000000 Penalty: 5294.849121
	Iteration 114Q: 3 clusters Score -7698307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -7698307.500000 Penalty: 5294.849121
	Iteration 115Q: 3 clusters Score -7698308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -7698307.500000 Penalty: 5294.849121
	Iteration 116Q: 3 clusters Score -7698308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -7698304.500000 Penalty: 5294.849121
	Iteration 117Q: 3 clusters Score -7698304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -7698305.000000 Penalty: 5294.849121
	Iteration 118Q: 3 clusters Score -7698305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7698312.500000 Penalty: 5294.849121
	Iteration 119Q: 3 clusters Score -7698312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -7698308.500000 Penalty: 5294.849121
	Iteration 120F: 3 clusters Score -7698308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -7698311.500000 Penalty: 5294.849121
	Iteration 121Q: 3 clusters Score -7698312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -7698313.000000 Penalty: 5294.849121
	Iteration 122Q: 3 clusters Score -7698313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -7698314.500000 Penalty: 5294.849121
	Iteration 123Q: 3 clusters Score -7698314 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -7698321.000000 Penalty: 5294.849121
	Iteration 124Q: 3 clusters Score -7698321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -7698317.500000 Penalty: 5294.849121
	Iteration 125Q: 3 clusters Score -7698318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -7698329.500000 Penalty: 5294.849121
	Iteration 126Q: 3 clusters Score -7698330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -7698331.500000 Penalty: 5294.849121
	Iteration 127Q: 3 clusters Score -7698332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -7698333.500000 Penalty: 5294.849121
	Iteration 128Q: 3 clusters Score -7698334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -7698328.000000 Penalty: 5294.849121
	Iteration 129Q: 3 clusters Score -7698328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -7698340.000000 Penalty: 5294.849121
	Iteration 130Q: 3 clusters Score -7698340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7698336.500000 Penalty: 5294.849121
	Iteration 131Q: 3 clusters Score -7698336 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7698337.500000 Penalty: 5294.849121
	Iteration 132Q: 3 clusters Score -7698338 nChanged 0
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Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7698337.500000 Penalty: 5294.849121
	Iteration 133F: 3 clusters Score -7698338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 40511 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 38242 members 
Mstep: Class 12 contains 48124 members 
Mstep: Class 13 contains 54542 members 
Mstep: Class 14 contains 39736 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 35829 members 
Mstep: Class 17 contains 18650 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6614 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44047 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38529 members 
Mstep: Class 26 contains 8675 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39729 members 
Mstep: Class 29 contains 41164 members 
Mstep: Class 30 contains 50149 members 
Mstep: Class 31 contains 5972 members 
Mstep: Class 32 contains 33628 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 42752 members 
Mstep: Class 35 contains 43026 members 
Mstep: Class 36 contains 8066 members 
Mstep: Class 37 contains 38526 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43074 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431776.000000 Penalty: 148555.890625
Iteration 239Q: 44 clusters Score -1.964318e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16373 members 
Mstep: Class 4 contains 47776 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 40500 members 
Mstep: Class 9 contains 47460 members 
Mstep: Class 10 contains 50241 members 
Mstep: Class 11 contains 38078 members 
Mstep: Class 12 contains 48125 members 
Mstep: Class 13 contains 54665 members 
Mstep: Class 14 contains 39717 members 
Mstep: Class 15 contains 44481 members 
Mstep: Class 16 contains 35831 members 
Mstep: Class 17 contains 18645 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6614 members 
Mstep: Class 22 contains 13329 members 
Mstep: Class 23 contains 44052 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38518 members 
Mstep: Class 26 contains 8674 members 
Mstep: Class 27 contains 46619 members 
Mstep: Class 28 contains 39753 members 
Mstep: Class 29 contains 41166 members 
Mstep: Class 30 contains 50109 members 
Mstep: Class 31 contains 5973 members 
Mstep: Class 32 contains 33735 members 
Mstep: Class 33 contains 43528 members 
Mstep: Class 34 contains 42759 members 
Mstep: Class 35 contains 43018 members 
Mstep: Class 36 contains 8072 members 
Mstep: Class 37 contains 38526 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43077 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431744.000000 Penalty: 148555.890625
Iteration 240F: 44 clusters Score -1.964317e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16372 members 
Mstep: Class 4 contains 47775 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 40491 members 
Mstep: Class 9 contains 47470 members 
Mstep: Class 10 contains 50242 members 
Mstep: Class 11 contains 37916 members 
Mstep: Class 12 contains 48128 members 
Mstep: Class 13 contains 54789 members 
Mstep: Class 14 contains 39706 members 
Mstep: Class 15 contains 44473 members 
Mstep: Class 16 contains 35834 members 
Mstep: Class 17 contains 18640 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6615 members 
Mstep: Class 22 contains 13327 members 
Mstep: Class 23 contains 44059 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38497 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46618 members 
Mstep: Class 28 contains 39759 members 
Mstep: Class 29 contains 41172 members 
Mstep: Class 30 contains 50068 members 
Mstep: Class 31 contains 5975 members 
Mstep: Class 32 contains 33842 members 
Mstep: Class 33 contains 43517 members 
Mstep: Class 34 contains 42771 members 
Mstep: Class 35 contains 43011 members 
Mstep: Class 36 contains 8078 members 
Mstep: Class 37 contains 38524 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43065 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431648.000000 Penalty: 148555.890625
Iteration 241Q: 44 clusters Score -1.964316e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16372 members 
Mstep: Class 4 contains 47785 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 40484 members 
Mstep: Class 9 contains 47473 members 
Mstep: Class 10 contains 50243 members 
Mstep: Class 11 contains 37730 members 
Mstep: Class 12 contains 48129 members 
Mstep: Class 13 contains 54920 members 
Mstep: Class 14 contains 39698 members 
Mstep: Class 15 contains 44456 members 
Mstep: Class 16 contains 35832 members 
Mstep: Class 17 contains 18636 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6613 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 44057 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38480 members 
Mstep: Class 26 contains 8666 members 
Mstep: Class 27 contains 46618 members 
Mstep: Class 28 contains 39787 members 
Mstep: Class 29 contains 41174 members 
Mstep: Class 30 contains 50032 members 
Mstep: Class 31 contains 5976 members 
Mstep: Class 32 contains 33964 members 
Mstep: Class 33 contains 43525 members 
Mstep: Class 34 contains 42770 members 
Mstep: Class 35 contains 43005 members 
Mstep: Class 36 contains 8081 members 
Mstep: Class 37 contains 38525 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43053 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431664.000000 Penalty: 148555.890625
Iteration 242Q: 44 clusters Score -1.964317e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16371 members 
Mstep: Class 4 contains 47802 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 40477 members 
Mstep: Class 9 contains 47469 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 37575 members 
Mstep: Class 12 contains 48131 members 
Mstep: Class 13 contains 55035 members 
Mstep: Class 14 contains 39693 members 
Mstep: Class 15 contains 44442 members 
Mstep: Class 16 contains 35825 members 
Mstep: Class 17 contains 18633 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 13327 members 
Mstep: Class 23 contains 44043 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38438 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46617 members 
Mstep: Class 28 contains 39810 members 
Mstep: Class 29 contains 41181 members 
Mstep: Class 30 contains 49951 members 
Mstep: Class 31 contains 5976 members 
Mstep: Class 32 contains 34115 members 
Mstep: Class 33 contains 43551 members 
Mstep: Class 34 contains 42771 members 
Mstep: Class 35 contains 43008 members 
Mstep: Class 36 contains 8084 members 
Mstep: Class 37 contains 38523 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43042 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431584.000000 Penalty: 148555.890625
Iteration 243Q: 44 clusters Score -1.964316e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16370 members 
Mstep: Class 4 contains 47816 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16344 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 40475 members 
Mstep: Class 9 contains 47477 members 
Mstep: Class 10 contains 50242 members 
Mstep: Class 11 contains 37432 members 
Mstep: Class 12 contains 48125 members 
Mstep: Class 13 contains 55149 members 
Mstep: Class 14 contains 39685 members 
Mstep: Class 15 contains 44437 members 
Mstep: Class 16 contains 35827 members 
Mstep: Class 17 contains 18632 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 44047 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38391 members 
Mstep: Class 26 contains 8653 members 
Mstep: Class 27 contains 46616 members 
Mstep: Class 28 contains 39830 members 
Mstep: Class 29 contains 41176 members 
Mstep: Class 30 contains 49857 members 
Mstep: Class 31 contains 5976 members 
Mstep: Class 32 contains 34261 members 
Mstep: Class 33 contains 43580 members 
Mstep: Class 34 contains 42758 members 
Mstep: Class 35 contains 43005 members 
Mstep: Class 36 contains 8089 members 
Mstep: Class 37 contains 38521 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43044 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431584.000000 Penalty: 148555.890625
Iteration 244Q: 44 clusters Score -1.964316e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16373 members 
Mstep: Class 4 contains 47821 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 40472 members 
Mstep: Class 9 contains 47480 members 
Mstep: Class 10 contains 50242 members 
Mstep: Class 11 contains 37284 members 
Mstep: Class 12 contains 48113 members 
Mstep: Class 13 contains 55194 members 
Mstep: Class 14 contains 39677 members 
Mstep: Class 15 contains 44431 members 
Mstep: Class 16 contains 35827 members 
Mstep: Class 17 contains 18626 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6610 members 
Mstep: Class 22 contains 13326 members 
Mstep: Class 23 contains 44055 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38361 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 46616 members 
Mstep: Class 28 contains 39847 members 
Mstep: Class 29 contains 41167 members 
Mstep: Class 30 contains 49813 members 
Mstep: Class 31 contains 5976 members 
Mstep: Class 32 contains 34443 members 
Mstep: Class 33 contains 43584 members 
Mstep: Class 34 contains 42757 members 
Mstep: Class 35 contains 43004 members 
Mstep: Class 36 contains 8091 members 
Mstep: Class 37 contains 38517 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43047 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431776.000000 Penalty: 148555.890625
Iteration 245Q: 44 clusters Score -1.964318e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16373 members 
Mstep: Class 4 contains 47825 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 40468 members 
Mstep: Class 9 contains 47479 members 
Mstep: Class 10 contains 50235 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 48111 members 
Mstep: Class 13 contains 55280 members 
Mstep: Class 14 contains 39671 members 
Mstep: Class 15 contains 44427 members 
Mstep: Class 16 contains 35825 members 
Mstep: Class 17 contains 18628 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6607 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44045 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38335 members 
Mstep: Class 26 contains 8658 members 
Mstep: Class 27 contains 46615 members 
Mstep: Class 28 contains 39852 members 
Mstep: Class 29 contains 41167 members 
Mstep: Class 30 contains 49720 members 
Mstep: Class 31 contains 5977 members 
Mstep: Class 32 contains 34623 members 
Mstep: Class 33 contains 43591 members 
Mstep: Class 34 contains 42756 members 
Mstep: Class 35 contains 43000 members 
Mstep: Class 36 contains 8097 members 
Mstep: Class 37 contains 38519 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43059 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431856.000000 Penalty: 148555.890625
Iteration 246Q: 44 clusters Score -1.964319e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16375 members 
Mstep: Class 4 contains 47806 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 40462 members 
Mstep: Class 9 contains 47482 members 
Mstep: Class 10 contains 50230 members 
Mstep: Class 11 contains 37018 members 
Mstep: Class 12 contains 48109 members 
Mstep: Class 13 contains 55383 members 
Mstep: Class 14 contains 39666 members 
Mstep: Class 15 contains 44416 members 
Mstep: Class 16 contains 35827 members 
Mstep: Class 17 contains 18626 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44048 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38310 members 
Mstep: Class 26 contains 8656 members 
Mstep: Class 27 contains 46615 members 
Mstep: Class 28 contains 39862 members 
Mstep: Class 29 contains 41167 members 
Mstep: Class 30 contains 49630 members 
Mstep: Class 31 contains 5978 members 
Mstep: Class 32 contains 34791 members 
Mstep: Class 33 contains 43576 members 
Mstep: Class 34 contains 42762 members 
Mstep: Class 35 contains 42995 members 
Mstep: Class 36 contains 8101 members 
Mstep: Class 37 contains 38519 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43076 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431616.000000 Penalty: 148555.890625
Iteration 247Q: 44 clusters Score -1.964316e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 47797 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16349 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 40457 members 
Mstep: Class 9 contains 47486 members 
Mstep: Class 10 contains 50229 members 
Mstep: Class 11 contains 36838 members 
Mstep: Class 12 contains 48113 members 
Mstep: Class 13 contains 55522 members 
Mstep: Class 14 contains 39671 members 
Mstep: Class 15 contains 44415 members 
Mstep: Class 16 contains 35827 members 
Mstep: Class 17 contains 18624 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44051 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38288 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 46614 members 
Mstep: Class 28 contains 39874 members 
Mstep: Class 29 contains 41176 members 
Mstep: Class 30 contains 49550 members 
Mstep: Class 31 contains 5978 members 
Mstep: Class 32 contains 34942 members 
Mstep: Class 33 contains 43568 members 
Mstep: Class 34 contains 42755 members 
Mstep: Class 35 contains 42986 members 
Mstep: Class 36 contains 8101 members 
Mstep: Class 37 contains 38518 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43083 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431888.000000 Penalty: 148555.890625
Iteration 248Q: 44 clusters Score -1.964319e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 47792 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 6506 members 
Mstep: Class 8 contains 40458 members 
Mstep: Class 9 contains 47491 members 
Mstep: Class 10 contains 50225 members 
Mstep: Class 11 contains 36669 members 
Mstep: Class 12 contains 48113 members 
Mstep: Class 13 contains 55637 members 
Mstep: Class 14 contains 39675 members 
Mstep: Class 15 contains 44400 members 
Mstep: Class 16 contains 35827 members 
Mstep: Class 17 contains 18618 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6602 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44072 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38264 members 
Mstep: Class 26 contains 8649 members 
Mstep: Class 27 contains 46613 members 
Mstep: Class 28 contains 39867 members 
Mstep: Class 29 contains 41184 members 
Mstep: Class 30 contains 49461 members 
Mstep: Class 31 contains 5979 members 
Mstep: Class 32 contains 35116 members 
Mstep: Class 33 contains 43576 members 
Mstep: Class 34 contains 42755 members 
Mstep: Class 35 contains 42975 members 
Mstep: Class 36 contains 8103 members 
Mstep: Class 37 contains 38518 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43075 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432224.000000 Penalty: 148555.890625
Iteration 249Q: 44 clusters Score -1.964322e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 47777 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6514 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 47497 members 
Mstep: Class 10 contains 50223 members 
Mstep: Class 11 contains 36475 members 
Mstep: Class 12 contains 48113 members 
Mstep: Class 13 contains 55726 members 
Mstep: Class 14 contains 39665 members 
Mstep: Class 15 contains 44382 members 
Mstep: Class 16 contains 35828 members 
Mstep: Class 17 contains 18615 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44081 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38247 members 
Mstep: Class 26 contains 8653 members 
Mstep: Class 27 contains 46612 members 
Mstep: Class 28 contains 39862 members 
Mstep: Class 29 contains 41192 members 
Mstep: Class 30 contains 49393 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 35299 members 
Mstep: Class 33 contains 43588 members 
Mstep: Class 34 contains 42758 members 
Mstep: Class 35 contains 42973 members 
Mstep: Class 36 contains 8107 members 
Mstep: Class 37 contains 38518 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43078 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432288.000000 Penalty: 148555.890625
Iteration 250Q: 44 clusters Score -1.964323e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 47778 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 47504 members 
Mstep: Class 10 contains 50222 members 
Mstep: Class 11 contains 36305 members 
Mstep: Class 12 contains 48105 members 
Mstep: Class 13 contains 55763 members 
Mstep: Class 14 contains 39666 members 
Mstep: Class 15 contains 44380 members 
Mstep: Class 16 contains 35833 members 
Mstep: Class 17 contains 18614 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6602 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44084 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38228 members 
Mstep: Class 26 contains 8654 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 39856 members 
Mstep: Class 29 contains 41198 members 
Mstep: Class 30 contains 49355 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 35505 members 
Mstep: Class 33 contains 43564 members 
Mstep: Class 34 contains 42766 members 
Mstep: Class 35 contains 42972 members 
Mstep: Class 36 contains 8113 members 
Mstep: Class 37 contains 38518 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43081 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432032.000000 Penalty: 148555.890625
Iteration 251Q: 44 clusters Score -1.96432e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16386 members 
Mstep: Class 4 contains 47770 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 40450 members 
Mstep: Class 9 contains 47514 members 
Mstep: Class 10 contains 50210 members 
Mstep: Class 11 contains 36189 members 
Mstep: Class 12 contains 48099 members 
Mstep: Class 13 contains 55799 members 
Mstep: Class 14 contains 39664 members 
Mstep: Class 15 contains 44370 members 
Mstep: Class 16 contains 35839 members 
Mstep: Class 17 contains 18614 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 44089 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38200 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 39851 members 
Mstep: Class 29 contains 41205 members 
Mstep: Class 30 contains 49318 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 35700 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 42768 members 
Mstep: Class 35 contains 42971 members 
Mstep: Class 36 contains 8115 members 
Mstep: Class 37 contains 38518 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43092 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432240.000000 Penalty: 148555.890625
Iteration 252Q: 44 clusters Score -1.964322e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 47766 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 40442 members 
Mstep: Class 9 contains 47519 members 
Mstep: Class 10 contains 50208 members 
Mstep: Class 11 contains 36063 members 
Mstep: Class 12 contains 48092 members 
Mstep: Class 13 contains 55830 members 
Mstep: Class 14 contains 39674 members 
Mstep: Class 15 contains 44365 members 
Mstep: Class 16 contains 35843 members 
Mstep: Class 17 contains 18614 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6600 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44093 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38180 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39848 members 
Mstep: Class 29 contains 41212 members 
Mstep: Class 30 contains 49275 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 35927 members 
Mstep: Class 33 contains 43456 members 
Mstep: Class 34 contains 42769 members 
Mstep: Class 35 contains 42965 members 
Mstep: Class 36 contains 8114 members 
Mstep: Class 37 contains 38520 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43097 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432096.000000 Penalty: 148555.890625
Iteration 253Q: 44 clusters Score -1.964321e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16389 members 
Mstep: Class 4 contains 47764 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 40438 members 
Mstep: Class 9 contains 47517 members 
Mstep: Class 10 contains 50209 members 
Mstep: Class 11 contains 35919 members 
Mstep: Class 12 contains 48090 members 
Mstep: Class 13 contains 55841 members 
Mstep: Class 14 contains 39684 members 
Mstep: Class 15 contains 44365 members 
Mstep: Class 16 contains 35843 members 
Mstep: Class 17 contains 18613 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6598 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44094 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38171 members 
Mstep: Class 26 contains 8640 members 
Mstep: Class 27 contains 46609 members 
Mstep: Class 28 contains 39848 members 
Mstep: Class 29 contains 41217 members 
Mstep: Class 30 contains 49242 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 36158 members 
Mstep: Class 33 contains 43420 members 
Mstep: Class 34 contains 42762 members 
Mstep: Class 35 contains 42956 members 
Mstep: Class 36 contains 8113 members 
Mstep: Class 37 contains 38521 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43103 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432176.000000 Penalty: 148555.890625
Iteration 254Q: 44 clusters Score -1.964322e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 47762 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 40430 members 
Mstep: Class 9 contains 47520 members 
Mstep: Class 10 contains 50207 members 
Mstep: Class 11 contains 35762 members 
Mstep: Class 12 contains 48093 members 
Mstep: Class 13 contains 55818 members 
Mstep: Class 14 contains 39686 members 
Mstep: Class 15 contains 44356 members 
Mstep: Class 16 contains 35846 members 
Mstep: Class 17 contains 18611 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 44080 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38159 members 
Mstep: Class 26 contains 8628 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 39854 members 
Mstep: Class 29 contains 41218 members 
Mstep: Class 30 contains 49220 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 36437 members 
Mstep: Class 33 contains 43386 members 
Mstep: Class 34 contains 42760 members 
Mstep: Class 35 contains 42950 members 
Mstep: Class 36 contains 8116 members 
Mstep: Class 37 contains 38523 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43108 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432240.000000 Penalty: 148555.890625
Iteration 255Q: 44 clusters Score -1.964322e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 47756 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 40426 members 
Mstep: Class 9 contains 47523 members 
Mstep: Class 10 contains 50206 members 
Mstep: Class 11 contains 35608 members 
Mstep: Class 12 contains 48097 members 
Mstep: Class 13 contains 55832 members 
Mstep: Class 14 contains 39667 members 
Mstep: Class 15 contains 44344 members 
Mstep: Class 16 contains 35846 members 
Mstep: Class 17 contains 18610 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6591 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44084 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38138 members 
Mstep: Class 26 contains 8622 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39856 members 
Mstep: Class 29 contains 41206 members 
Mstep: Class 30 contains 49197 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 36688 members 
Mstep: Class 33 contains 43356 members 
Mstep: Class 34 contains 42765 members 
Mstep: Class 35 contains 42946 members 
Mstep: Class 36 contains 8119 members 
Mstep: Class 37 contains 38522 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43116 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432240.000000 Penalty: 148555.890625
Iteration 256Q: 44 clusters Score -1.964322e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 47744 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6547 members 
Mstep: Class 8 contains 40427 members 
Mstep: Class 9 contains 47532 members 
Mstep: Class 10 contains 50200 members 
Mstep: Class 11 contains 35455 members 
Mstep: Class 12 contains 48095 members 
Mstep: Class 13 contains 55867 members 
Mstep: Class 14 contains 39653 members 
Mstep: Class 15 contains 44327 members 
Mstep: Class 16 contains 35847 members 
Mstep: Class 17 contains 18606 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6587 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44081 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38103 members 
Mstep: Class 26 contains 8619 members 
Mstep: Class 27 contains 46609 members 
Mstep: Class 28 contains 39852 members 
Mstep: Class 29 contains 41203 members 
Mstep: Class 30 contains 49167 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 36934 members 
Mstep: Class 33 contains 43316 members 
Mstep: Class 34 contains 42774 members 
Mstep: Class 35 contains 42944 members 
Mstep: Class 36 contains 8121 members 
Mstep: Class 37 contains 38521 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43124 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432608.000000 Penalty: 148555.890625
Iteration 257Q: 44 clusters Score -1.964326e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 47739 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 6549 members 
Mstep: Class 8 contains 40432 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 50195 members 
Mstep: Class 11 contains 35301 members 
Mstep: Class 12 contains 48090 members 
Mstep: Class 13 contains 55862 members 
Mstep: Class 14 contains 39631 members 
Mstep: Class 15 contains 44322 members 
Mstep: Class 16 contains 35849 members 
Mstep: Class 17 contains 18610 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6586 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 44071 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38079 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 39835 members 
Mstep: Class 29 contains 41201 members 
Mstep: Class 30 contains 49150 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 37230 members 
Mstep: Class 33 contains 43290 members 
Mstep: Class 34 contains 42767 members 
Mstep: Class 35 contains 42940 members 
Mstep: Class 36 contains 8118 members 
Mstep: Class 37 contains 38519 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43131 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432272.000000 Penalty: 148555.890625
Iteration 258Q: 44 clusters Score -1.964323e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 47745 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6544 members 
Mstep: Class 8 contains 40432 members 
Mstep: Class 9 contains 47538 members 
Mstep: Class 10 contains 50191 members 
Mstep: Class 11 contains 35160 members 
Mstep: Class 12 contains 48082 members 
Mstep: Class 13 contains 55844 members 
Mstep: Class 14 contains 39609 members 
Mstep: Class 15 contains 44326 members 
Mstep: Class 16 contains 35849 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6583 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 44054 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38048 members 
Mstep: Class 26 contains 8614 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 39813 members 
Mstep: Class 29 contains 41205 members 
Mstep: Class 30 contains 49113 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 37545 members 
Mstep: Class 33 contains 43284 members 
Mstep: Class 34 contains 42751 members 
Mstep: Class 35 contains 42935 members 
Mstep: Class 36 contains 8118 members 
Mstep: Class 37 contains 38519 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43134 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432592.000000 Penalty: 148555.890625
Iteration 259Q: 44 clusters Score -1.964326e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 47738 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 6546 members 
Mstep: Class 8 contains 40432 members 
Mstep: Class 9 contains 47547 members 
Mstep: Class 10 contains 50191 members 
Mstep: Class 11 contains 35014 members 
Mstep: Class 12 contains 48081 members 
Mstep: Class 13 contains 55864 members 
Mstep: Class 14 contains 39595 members 
Mstep: Class 15 contains 44321 members 
Mstep: Class 16 contains 35852 members 
Mstep: Class 17 contains 18603 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6581 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 44043 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38001 members 
Mstep: Class 26 contains 8601 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 39788 members 
Mstep: Class 29 contains 41212 members 
Mstep: Class 30 contains 49063 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 37842 members 
Mstep: Class 33 contains 43263 members 
Mstep: Class 34 contains 42737 members 
Mstep: Class 35 contains 42936 members 
Mstep: Class 36 contains 8124 members 
Mstep: Class 37 contains 38520 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43138 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432720.000000 Penalty: 148555.890625
Iteration 260F: 44 clusters Score -1.964327e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 47740 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 40429 members 
Mstep: Class 9 contains 47550 members 
Mstep: Class 10 contains 50195 members 
Mstep: Class 11 contains 34894 members 
Mstep: Class 12 contains 48091 members 
Mstep: Class 13 contains 55861 members 
Mstep: Class 14 contains 39581 members 
Mstep: Class 15 contains 44315 members 
Mstep: Class 16 contains 35855 members 
Mstep: Class 17 contains 18596 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6579 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 44028 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37964 members 
Mstep: Class 26 contains 8594 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 39769 members 
Mstep: Class 29 contains 41210 members 
Mstep: Class 30 contains 49006 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 38146 members 
Mstep: Class 33 contains 43243 members 
Mstep: Class 34 contains 42725 members 
Mstep: Class 35 contains 42933 members 
Mstep: Class 36 contains 8130 members 
Mstep: Class 37 contains 38519 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43133 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432624.000000 Penalty: 148555.890625
Iteration 261Q: 44 clusters Score -1.964326e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15400 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 47732 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6544 members 
Mstep: Class 8 contains 40426 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 50206 members 
Mstep: Class 11 contains 34781 members 
Mstep: Class 12 contains 48085 members 
Mstep: Class 13 contains 55854 members 
Mstep: Class 14 contains 39564 members 
Mstep: Class 15 contains 44307 members 
Mstep: Class 16 contains 35856 members 
Mstep: Class 17 contains 18588 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6580 members 
Mstep: Class 22 contains 13329 members 
Mstep: Class 23 contains 44024 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37935 members 
Mstep: Class 26 contains 8596 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 39739 members 
Mstep: Class 29 contains 41205 members 
Mstep: Class 30 contains 48936 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 38450 members 
Mstep: Class 33 contains 43213 members 
Mstep: Class 34 contains 42734 members 
Mstep: Class 35 contains 42921 members 
Mstep: Class 36 contains 8128 members 
Mstep: Class 37 contains 38520 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43140 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432576.000000 Penalty: 148555.890625
Iteration 262Q: 44 clusters Score -1.964326e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 47729 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6549 members 
Mstep: Class 8 contains 40423 members 
Mstep: Class 9 contains 47564 members 
Mstep: Class 10 contains 50199 members 
Mstep: Class 11 contains 34683 members 
Mstep: Class 12 contains 48082 members 
Mstep: Class 13 contains 55884 members 
Mstep: Class 14 contains 39552 members 
Mstep: Class 15 contains 44300 members 
Mstep: Class 16 contains 35858 members 
Mstep: Class 17 contains 18581 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6579 members 
Mstep: Class 22 contains 13327 members 
Mstep: Class 23 contains 44020 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37908 members 
Mstep: Class 26 contains 8595 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39728 members 
Mstep: Class 29 contains 41205 members 
Mstep: Class 30 contains 48844 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 38719 members 
Mstep: Class 33 contains 43180 members 
Mstep: Class 34 contains 42742 members 
Mstep: Class 35 contains 42907 members 
Mstep: Class 36 contains 8131 members 
Mstep: Class 37 contains 38522 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43146 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432816.000000 Penalty: 148555.890625
Iteration 263Q: 44 clusters Score -1.964328e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 47730 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6550 members 
Mstep: Class 8 contains 40419 members 
Mstep: Class 9 contains 47570 members 
Mstep: Class 10 contains 50205 members 
Mstep: Class 11 contains 34563 members 
Mstep: Class 12 contains 48079 members 
Mstep: Class 13 contains 55899 members 
Mstep: Class 14 contains 39538 members 
Mstep: Class 15 contains 44290 members 
Mstep: Class 16 contains 35858 members 
Mstep: Class 17 contains 18574 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6576 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 44015 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37884 members 
Mstep: Class 26 contains 8598 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39710 members 
Mstep: Class 29 contains 41196 members 
Mstep: Class 30 contains 48790 members 
Mstep: Class 31 contains 5979 members 
Mstep: Class 32 contains 38971 members 
Mstep: Class 33 contains 43145 members 
Mstep: Class 34 contains 42741 members 
Mstep: Class 35 contains 42912 members 
Mstep: Class 36 contains 8133 members 
Mstep: Class 37 contains 38522 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43157 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433088.000000 Penalty: 148555.890625
Iteration 264Q: 44 clusters Score -1.964331e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 47719 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6540 members 
Mstep: Class 8 contains 40419 members 
Mstep: Class 9 contains 47573 members 
Mstep: Class 10 contains 50202 members 
Mstep: Class 11 contains 34450 members 
Mstep: Class 12 contains 48079 members 
Mstep: Class 13 contains 55929 members 
Mstep: Class 14 contains 39518 members 
Mstep: Class 15 contains 44275 members 
Mstep: Class 16 contains 35857 members 
Mstep: Class 17 contains 18572 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6574 members 
Mstep: Class 22 contains 13327 members 
Mstep: Class 23 contains 44014 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37860 members 
Mstep: Class 26 contains 8598 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39693 members 
Mstep: Class 29 contains 41199 members 
Mstep: Class 30 contains 48748 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 39215 members 
Mstep: Class 33 contains 43121 members 
Mstep: Class 34 contains 42731 members 
Mstep: Class 35 contains 42919 members 
Mstep: Class 36 contains 8129 members 
Mstep: Class 37 contains 38526 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43169 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433264.000000 Penalty: 148555.890625
Iteration 265Q: 44 clusters Score -1.964333e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 47705 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 40416 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 10 contains 50206 members 
Mstep: Class 11 contains 34335 members 
Mstep: Class 12 contains 48081 members 
Mstep: Class 13 contains 55969 members 
Mstep: Class 14 contains 39508 members 
Mstep: Class 15 contains 44276 members 
Mstep: Class 16 contains 35859 members 
Mstep: Class 17 contains 18572 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 44014 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37830 members 
Mstep: Class 26 contains 8596 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39680 members 
Mstep: Class 29 contains 41191 members 
Mstep: Class 30 contains 48714 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 39440 members 
Mstep: Class 33 contains 43082 members 
Mstep: Class 34 contains 42718 members 
Mstep: Class 35 contains 42912 members 
Mstep: Class 36 contains 8131 members 
Mstep: Class 37 contains 38530 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43179 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433184.000000 Penalty: 148555.890625
Iteration 266Q: 44 clusters Score -1.964332e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16397 members 
Mstep: Class 4 contains 47696 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 40414 members 
Mstep: Class 9 contains 47579 members 
Mstep: Class 10 contains 50207 members 
Mstep: Class 11 contains 34228 members 
Mstep: Class 12 contains 48077 members 
Mstep: Class 13 contains 56007 members 
Mstep: Class 14 contains 39504 members 
Mstep: Class 15 contains 44282 members 
Mstep: Class 16 contains 35864 members 
Mstep: Class 17 contains 18570 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6572 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44012 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37792 members 
Mstep: Class 26 contains 8597 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39678 members 
Mstep: Class 29 contains 41184 members 
Mstep: Class 30 contains 48657 members 
Mstep: Class 31 contains 5981 members 
Mstep: Class 32 contains 39671 members 
Mstep: Class 33 contains 43079 members 
Mstep: Class 34 contains 42709 members 
Mstep: Class 35 contains 42889 members 
Mstep: Class 36 contains 8130 members 
Mstep: Class 37 contains 38532 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43187 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433232.000000 Penalty: 148555.890625
Iteration 267Q: 44 clusters Score -1.964332e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 47702 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16345 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 40413 members 
Mstep: Class 9 contains 47575 members 
Mstep: Class 10 contains 50202 members 
Mstep: Class 11 contains 34136 members 
Mstep: Class 12 contains 48070 members 
Mstep: Class 13 contains 56025 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 44282 members 
Mstep: Class 16 contains 35864 members 
Mstep: Class 17 contains 18564 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6571 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44006 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37771 members 
Mstep: Class 26 contains 8601 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39674 members 
Mstep: Class 29 contains 41175 members 
Mstep: Class 30 contains 48613 members 
Mstep: Class 31 contains 5981 members 
Mstep: Class 32 contains 39911 members 
Mstep: Class 33 contains 43064 members 
Mstep: Class 34 contains 42685 members 
Mstep: Class 35 contains 42875 members 
Mstep: Class 36 contains 8131 members 
Mstep: Class 37 contains 38535 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43192 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433216.000000 Penalty: 148555.890625
Iteration 268Q: 44 clusters Score -1.964332e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15400 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 47716 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 40409 members 
Mstep: Class 9 contains 47569 members 
Mstep: Class 10 contains 50201 members 
Mstep: Class 11 contains 34078 members 
Mstep: Class 12 contains 48054 members 
Mstep: Class 13 contains 56034 members 
Mstep: Class 14 contains 39488 members 
Mstep: Class 15 contains 44283 members 
Mstep: Class 16 contains 35866 members 
Mstep: Class 17 contains 18561 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 43993 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37749 members 
Mstep: Class 26 contains 8604 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39680 members 
Mstep: Class 29 contains 41158 members 
Mstep: Class 30 contains 48561 members 
Mstep: Class 31 contains 5981 members 
Mstep: Class 32 contains 40127 members 
Mstep: Class 33 contains 43062 members 
Mstep: Class 34 contains 42664 members 
Mstep: Class 35 contains 42862 members 
Mstep: Class 36 contains 8130 members 
Mstep: Class 37 contains 38533 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433296.000000 Penalty: 148555.890625
Iteration 269Q: 44 clusters Score -1.964333e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 47724 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 40408 members 
Mstep: Class 9 contains 47560 members 
Mstep: Class 10 contains 50199 members 
Mstep: Class 11 contains 34012 members 
Mstep: Class 12 contains 48050 members 
Mstep: Class 13 contains 56022 members 
Mstep: Class 14 contains 39482 members 
Mstep: Class 15 contains 44285 members 
Mstep: Class 16 contains 35864 members 
Mstep: Class 17 contains 18560 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6566 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 43989 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37733 members 
Mstep: Class 26 contains 8604 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39687 members 
Mstep: Class 29 contains 41144 members 
Mstep: Class 30 contains 48542 members 
Mstep: Class 31 contains 5981 members 
Mstep: Class 32 contains 40337 members 
Mstep: Class 33 contains 43037 members 
Mstep: Class 34 contains 42645 members 
Mstep: Class 35 contains 42850 members 
Mstep: Class 36 contains 8129 members 
Mstep: Class 37 contains 38533 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43195 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433456.000000 Penalty: 148555.890625
Iteration 270Q: 44 clusters Score -1.964335e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16397 members 
Mstep: Class 4 contains 47717 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16338 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 40409 members 
Mstep: Class 9 contains 47547 members 
Mstep: Class 10 contains 50189 members 
Mstep: Class 11 contains 33913 members 
Mstep: Class 12 contains 48047 members 
Mstep: Class 13 contains 55980 members 
Mstep: Class 14 contains 39473 members 
Mstep: Class 15 contains 44276 members 
Mstep: Class 16 contains 35868 members 
Mstep: Class 17 contains 18559 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6561 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 43976 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37715 members 
Mstep: Class 26 contains 8616 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39701 members 
Mstep: Class 29 contains 41137 members 
Mstep: Class 30 contains 48547 members 
Mstep: Class 31 contains 5981 members 
Mstep: Class 32 contains 40545 members 
Mstep: Class 33 contains 43041 members 
Mstep: Class 34 contains 42632 members 
Mstep: Class 35 contains 42846 members 
Mstep: Class 36 contains 8124 members 
Mstep: Class 37 contains 38538 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43208 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433296.000000 Penalty: 148555.890625
Iteration 271Q: 44 clusters Score -1.964333e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 47713 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 40411 members 
Mstep: Class 9 contains 47552 members 
Mstep: Class 10 contains 50181 members 
Mstep: Class 11 contains 33826 members 
Mstep: Class 12 contains 48043 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 39468 members 
Mstep: Class 15 contains 44271 members 
Mstep: Class 16 contains 35875 members 
Mstep: Class 17 contains 18558 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6555 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 43969 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37695 members 
Mstep: Class 26 contains 8623 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39726 members 
Mstep: Class 29 contains 41131 members 
Mstep: Class 30 contains 48528 members 
Mstep: Class 31 contains 5983 members 
Mstep: Class 32 contains 40767 members 
Mstep: Class 33 contains 43009 members 
Mstep: Class 34 contains 42610 members 
Mstep: Class 35 contains 42832 members 
Mstep: Class 36 contains 8121 members 
Mstep: Class 37 contains 38539 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43218 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433456.000000 Penalty: 148555.890625
Iteration 272Q: 44 clusters Score -1.964335e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 47702 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16337 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 40411 members 
Mstep: Class 9 contains 47547 members 
Mstep: Class 10 contains 50171 members 
Mstep: Class 11 contains 33751 members 
Mstep: Class 12 contains 48045 members 
Mstep: Class 13 contains 55936 members 
Mstep: Class 14 contains 39471 members 
Mstep: Class 15 contains 44261 members 
Mstep: Class 16 contains 35874 members 
Mstep: Class 17 contains 18558 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6552 members 
Mstep: Class 22 contains 13317 members 
Mstep: Class 23 contains 43971 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37677 members 
Mstep: Class 26 contains 8625 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39742 members 
Mstep: Class 29 contains 41119 members 
Mstep: Class 30 contains 48489 members 
Mstep: Class 31 contains 5985 members 
Mstep: Class 32 contains 40978 members 
Mstep: Class 33 contains 43012 members 
Mstep: Class 34 contains 42597 members 
Mstep: Class 35 contains 42818 members 
Mstep: Class 36 contains 8123 members 
Mstep: Class 37 contains 38538 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43226 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433440.000000 Penalty: 148555.890625
Iteration 273Q: 44 clusters Score -1.964334e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47690 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 40408 members 
Mstep: Class 9 contains 47551 members 
Mstep: Class 10 contains 50169 members 
Mstep: Class 11 contains 33662 members 
Mstep: Class 12 contains 48039 members 
Mstep: Class 13 contains 55916 members 
Mstep: Class 14 contains 39466 members 
Mstep: Class 15 contains 44254 members 
Mstep: Class 16 contains 35871 members 
Mstep: Class 17 contains 18560 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6549 members 
Mstep: Class 22 contains 13316 members 
Mstep: Class 23 contains 43961 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37655 members 
Mstep: Class 26 contains 8626 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39745 members 
Mstep: Class 29 contains 41130 members 
Mstep: Class 30 contains 48457 members 
Mstep: Class 31 contains 5986 members 
Mstep: Class 32 contains 41191 members 
Mstep: Class 33 contains 43019 members 
Mstep: Class 34 contains 42597 members 
Mstep: Class 35 contains 42803 members 
Mstep: Class 36 contains 8117 members 
Mstep: Class 37 contains 38541 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43236 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433840.000000 Penalty: 148555.890625
Iteration 274Q: 44 clusters Score -1.964338e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47683 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16334 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 40409 members 
Mstep: Class 9 contains 47568 members 
Mstep: Class 10 contains 50171 members 
Mstep: Class 11 contains 33593 members 
Mstep: Class 12 contains 48037 members 
Mstep: Class 13 contains 55865 members 
Mstep: Class 14 contains 39463 members 
Mstep: Class 15 contains 44243 members 
Mstep: Class 16 contains 35870 members 
Mstep: Class 17 contains 18558 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6548 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 43941 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37641 members 
Mstep: Class 26 contains 8631 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 39739 members 
Mstep: Class 29 contains 41138 members 
Mstep: Class 30 contains 48428 members 
Mstep: Class 31 contains 5986 members 
Mstep: Class 32 contains 41398 members 
Mstep: Class 33 contains 43004 members 
Mstep: Class 34 contains 42591 members 
Mstep: Class 35 contains 42791 members 
Mstep: Class 36 contains 8118 members 
Mstep: Class 37 contains 38545 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43237 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434192.000000 Penalty: 148555.890625
Iteration 275Q: 44 clusters Score -1.964342e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47675 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16333 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 40404 members 
Mstep: Class 9 contains 47573 members 
Mstep: Class 10 contains 50179 members 
Mstep: Class 11 contains 33537 members 
Mstep: Class 12 contains 48037 members 
Mstep: Class 13 contains 55807 members 
Mstep: Class 14 contains 39453 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 35876 members 
Mstep: Class 17 contains 18557 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 43928 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37620 members 
Mstep: Class 26 contains 8638 members 
Mstep: Class 27 contains 46609 members 
Mstep: Class 28 contains 39748 members 
Mstep: Class 29 contains 41137 members 
Mstep: Class 30 contains 48408 members 
Mstep: Class 31 contains 5986 members 
Mstep: Class 32 contains 41596 members 
Mstep: Class 33 contains 42992 members 
Mstep: Class 34 contains 42589 members 
Mstep: Class 35 contains 42774 members 
Mstep: Class 36 contains 8118 members 
Mstep: Class 37 contains 38548 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43241 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434048.000000 Penalty: 148555.890625
Iteration 276Q: 44 clusters Score -1.96434e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 40401 members 
Mstep: Class 9 contains 47573 members 
Mstep: Class 10 contains 50173 members 
Mstep: Class 11 contains 33475 members 
Mstep: Class 12 contains 48028 members 
Mstep: Class 13 contains 55723 members 
Mstep: Class 14 contains 39442 members 
Mstep: Class 15 contains 44227 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 18556 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 43932 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37598 members 
Mstep: Class 26 contains 8641 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 41147 members 
Mstep: Class 30 contains 48428 members 
Mstep: Class 31 contains 5988 members 
Mstep: Class 32 contains 41802 members 
Mstep: Class 33 contains 42971 members 
Mstep: Class 34 contains 42584 members 
Mstep: Class 35 contains 42774 members 
Mstep: Class 36 contains 8118 members 
Mstep: Class 37 contains 38549 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43240 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433984.000000 Penalty: 148555.890625
Iteration 277Q: 44 clusters Score -1.96434e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 40400 members 
Mstep: Class 9 contains 47571 members 
Mstep: Class 10 contains 50173 members 
Mstep: Class 11 contains 33416 members 
Mstep: Class 12 contains 48029 members 
Mstep: Class 13 contains 55647 members 
Mstep: Class 14 contains 39428 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 35879 members 
Mstep: Class 17 contains 18554 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 43925 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37579 members 
Mstep: Class 26 contains 8646 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 39723 members 
Mstep: Class 29 contains 41142 members 
Mstep: Class 30 contains 48450 members 
Mstep: Class 31 contains 5991 members 
Mstep: Class 32 contains 41994 members 
Mstep: Class 33 contains 42957 members 
Mstep: Class 34 contains 42576 members 
Mstep: Class 35 contains 42770 members 
Mstep: Class 36 contains 8120 members 
Mstep: Class 37 contains 38552 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43235 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434400.000000 Penalty: 148555.890625
Iteration 278Q: 44 clusters Score -1.964344e+08 nChanged 939
Entering ConstructFrom: 
Score: -196434400.000000 Penalty: 148555.890625
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100012.242188 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -100012.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100549.343750 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100549.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100832.507812 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100832.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100960.492188 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -100960.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101062.343750 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -101062.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101165.140625 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -101165.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101255.757812 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -101255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101334.382812 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -101334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101380.125000 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -101380.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101410.617188 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101425.468750 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101427.015625 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101434.429688 Penalty: 3341.535645
	Iteration 12F: 3 clusters Score -101434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -101456.921875 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -101456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101476.382812 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -101476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101490.031250 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -101490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101491.125000 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -101491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101491.125000 Penalty: 3341.535645
	Iteration 17F: 3 clusters Score -101491.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Entering Unmasked Estep 
Score: -2731369.500000 Penalty: 2391.197998
	Iteration 0F: 2 clusters Score -2731370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2720263.000000 Penalty: 4782.395996
	Iteration 0F: 3 clusters Score -2720263 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2723665.750000 Penalty: 4782.395996
	Iteration 1F: 3 clusters Score -2723666 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2724077.000000 Penalty: 4782.395996
	Iteration 2F: 3 clusters Score -2724077 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2724404.000000 Penalty: 4782.395996
	Iteration 3F: 3 clusters Score -2724404 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2724694.750000 Penalty: 4782.395996
	Iteration 4Q: 3 clusters Score -2724695 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2724972.250000 Penalty: 4782.395996
	Iteration 5Q: 3 clusters Score -2724972 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2725242.250000 Penalty: 4782.395996
	Iteration 6Q: 3 clusters Score -2725242 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2725544.000000 Penalty: 4782.395996
	Iteration 7Q: 3 clusters Score -2725544 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2725898.250000 Penalty: 4782.395996
	Iteration 8Q: 3 clusters Score -2725898 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2726315.500000 Penalty: 4782.395996
	Iteration 9Q: 3 clusters Score -2726316 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2726804.500000 Penalty: 4782.395996
	Iteration 10Q: 3 clusters Score -2726804 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2727302.250000 Penalty: 4782.395996
	Iteration 11Q: 3 clusters Score -2727302 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2727796.750000 Penalty: 4782.395996
	Iteration 12Q: 3 clusters Score -2727797 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2728247.500000 Penalty: 4782.395996
	Iteration 13Q: 3 clusters Score -2728248 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2728607.750000 Penalty: 4782.395996
	Iteration 14Q: 3 clusters Score -2728608 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2728853.750000 Penalty: 4782.395996
	Iteration 15Q: 3 clusters Score -2728854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2729021.500000 Penalty: 4782.395996
	Iteration 16Q: 3 clusters Score -2729022 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2729147.500000 Penalty: 4782.395996
	Iteration 17Q: 3 clusters Score -2729148 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2729225.500000 Penalty: 4782.395996
	Iteration 18Q: 3 clusters Score -2729226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2729282.000000 Penalty: 4782.395996
	Iteration 19Q: 3 clusters Score -2729282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2729335.750000 Penalty: 4782.395996
	Iteration 20F: 3 clusters Score -2729336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2729378.500000 Penalty: 4782.395996
	Iteration 21Q: 3 clusters Score -2729378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2729406.750000 Penalty: 4782.395996
	Iteration 22Q: 3 clusters Score -2729407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2729428.250000 Penalty: 4782.395996
	Iteration 23Q: 3 clusters Score -2729428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2729433.250000 Penalty: 4782.395996
	Iteration 24Q: 3 clusters Score -2729433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2729437.750000 Penalty: 4782.395996
	Iteration 25Q: 3 clusters Score -2729438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2729439.250000 Penalty: 4782.395996
	Iteration 26Q: 3 clusters Score -2729439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2729439.750000 Penalty: 4782.395996
	Iteration 27Q: 3 clusters Score -2729440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2729440.500000 Penalty: 4782.395996
	Iteration 28Q: 3 clusters Score -2729440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2729439.750000 Penalty: 4782.395996
	Iteration 29Q: 3 clusters Score -2729440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2729442.250000 Penalty: 4782.395996
	Iteration 30Q: 3 clusters Score -2729442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2729442.250000 Penalty: 4782.395996
	Iteration 31F: 3 clusters Score -2729442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Entering Unmasked Estep 
Score: -2882466.250000 Penalty: 2406.728027
	Iteration 0F: 2 clusters Score -2882466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2870755.000000 Penalty: 4813.456055
	Iteration 0F: 3 clusters Score -2870755 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2874513.000000 Penalty: 4813.456055
	Iteration 1F: 3 clusters Score -2874513 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2874960.250000 Penalty: 4813.456055
	Iteration 2F: 3 clusters Score -2874960 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2875340.750000 Penalty: 4813.456055
	Iteration 3F: 3 clusters Score -2875341 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2875731.500000 Penalty: 4813.456055
	Iteration 4Q: 3 clusters Score -2875732 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2876250.750000 Penalty: 4813.456055
	Iteration 5F: 3 clusters Score -2876251 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2876854.250000 Penalty: 4813.456055
	Iteration 6F: 3 clusters Score -2876854 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2877438.000000 Penalty: 4813.456055
	Iteration 7F: 3 clusters Score -2877438 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2878027.000000 Penalty: 4813.456055
	Iteration 8Q: 3 clusters Score -2878027 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2878547.250000 Penalty: 4813.456055
	Iteration 9Q: 3 clusters Score -2878547 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2879001.500000 Penalty: 4813.456055
	Iteration 10Q: 3 clusters Score -2879002 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2879351.500000 Penalty: 4813.456055
	Iteration 11Q: 3 clusters Score -2879352 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2879667.750000 Penalty: 4813.456055
	Iteration 12Q: 3 clusters Score -2879668 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2879929.750000 Penalty: 4813.456055
	Iteration 13Q: 3 clusters Score -2879930 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2880096.000000 Penalty: 4813.456055
	Iteration 14Q: 3 clusters Score -2880096 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2880197.750000 Penalty: 4813.456055
	Iteration 15Q: 3 clusters Score -2880198 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2880262.500000 Penalty: 4813.456055
	Iteration 16Q: 3 clusters Score -2880262 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2880314.750000 Penalty: 4813.456055
	Iteration 17Q: 3 clusters Score -2880315 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2880345.500000 Penalty: 4813.456055
	Iteration 18Q: 3 clusters Score -2880346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2880365.750000 Penalty: 4813.456055
	Iteration 19Q: 3 clusters Score -2880366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2880389.500000 Penalty: 4813.456055
	Iteration 20F: 3 clusters Score -2880390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2880394.000000 Penalty: 4813.456055
	Iteration 21Q: 3 clusters Score -2880394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2880404.000000 Penalty: 4813.456055
	Iteration 22Q: 3 clusters Score -2880404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2880419.750000 Penalty: 4813.456055
	Iteration 23Q: 3 clusters Score -2880420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2880426.000000 Penalty: 4813.456055
	Iteration 24Q: 3 clusters Score -2880426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2880447.000000 Penalty: 4813.456055
	Iteration 25Q: 3 clusters Score -2880447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2880461.000000 Penalty: 4813.456055
	Iteration 26Q: 3 clusters Score -2880461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2880481.750000 Penalty: 4813.456055
	Iteration 27Q: 3 clusters Score -2880482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2880498.000000 Penalty: 4813.456055
	Iteration 28Q: 3 clusters Score -2880498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2880525.000000 Penalty: 4813.456055
	Iteration 29Q: 3 clusters Score -2880525 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2880558.500000 Penalty: 4813.456055
	Iteration 30Q: 3 clusters Score -2880558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2880591.750000 Penalty: 4813.456055
	Iteration 31Q: 3 clusters Score -2880592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2880651.250000 Penalty: 4813.456055
	Iteration 32Q: 3 clusters Score -2880651 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2880714.000000 Penalty: 4813.456055
	Iteration 33Q: 3 clusters Score -2880714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2880780.750000 Penalty: 4813.456055
	Iteration 34Q: 3 clusters Score -2880781 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2880857.000000 Penalty: 4813.456055
	Iteration 35Q: 3 clusters Score -2880857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2880916.250000 Penalty: 4813.456055
	Iteration 36Q: 3 clusters Score -2880916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2880958.500000 Penalty: 4813.456055
	Iteration 37Q: 3 clusters Score -2880958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2881007.750000 Penalty: 4813.456055
	Iteration 38Q: 3 clusters Score -2881008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2881032.250000 Penalty: 4813.456055
	Iteration 39Q: 3 clusters Score -2881032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2881056.500000 Penalty: 4813.456055
	Iteration 40F: 3 clusters Score -2881056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2881071.500000 Penalty: 4813.456055
	Iteration 41Q: 3 clusters Score -2881072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2881086.500000 Penalty: 4813.456055
	Iteration 42Q: 3 clusters Score -2881086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2881098.000000 Penalty: 4813.456055
	Iteration 43Q: 3 clusters Score -2881098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2881101.250000 Penalty: 4813.456055
	Iteration 44Q: 3 clusters Score -2881101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2881107.250000 Penalty: 4813.456055
	Iteration 45Q: 3 clusters Score -2881107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2881112.750000 Penalty: 4813.456055
	Iteration 46Q: 3 clusters Score -2881113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2881110.500000 Penalty: 4813.456055
	Iteration 47Q: 3 clusters Score -2881110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2881115.000000 Penalty: 4813.456055
	Iteration 48Q: 3 clusters Score -2881115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2881117.750000 Penalty: 4813.456055
	Iteration 49Q: 3 clusters Score -2881118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2881117.750000 Penalty: 4813.456055
	Iteration 50Q: 3 clusters Score -2881118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2881125.750000 Penalty: 4813.456055
	Iteration 51Q: 3 clusters Score -2881126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2881128.750000 Penalty: 4813.456055
	Iteration 52Q: 3 clusters Score -2881129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2881131.000000 Penalty: 4813.456055
	Iteration 53Q: 3 clusters Score -2881131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2881131.250000 Penalty: 4813.456055
	Iteration 54Q: 3 clusters Score -2881131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2881127.750000 Penalty: 4813.456055
	Iteration 55Q: 3 clusters Score -2881128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2881126.750000 Penalty: 4813.456055
	Iteration 56Q: 3 clusters Score -2881127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2881124.000000 Penalty: 4813.456055
	Iteration 57Q: 3 clusters Score -2881124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2881128.500000 Penalty: 4813.456055
	Iteration 58Q: 3 clusters Score -2881128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2881126.500000 Penalty: 4813.456055
	Iteration 59Q: 3 clusters Score -2881126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2881126.500000 Penalty: 4813.456055
	Iteration 60F: 3 clusters Score -2881126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Entering Unmasked Estep 
Score: -8603479.000000 Penalty: 2671.423340
	Iteration 0F: 2 clusters Score -8603479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8573435.000000 Penalty: 5342.846680
	Iteration 0F: 3 clusters Score -8573435 nChanged 21993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8585630.000000 Penalty: 5342.846680
	Iteration 1F: 3 clusters Score -8585630 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8586219.000000 Penalty: 5342.846680
	Iteration 2Q: 3 clusters Score -8586219 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -8586831.000000 Penalty: 5342.846680
	Iteration 3Q: 3 clusters Score -8586831 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -8587553.000000 Penalty: 5342.846680
	Iteration 4Q: 3 clusters Score -8587553 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -8588527.000000 Penalty: 5342.846680
	Iteration 5Q: 3 clusters Score -8588527 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -8589933.000000 Penalty: 5342.846680
	Iteration 6F: 3 clusters Score -8589933 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -8591785.000000 Penalty: 5342.846680
	Iteration 7F: 3 clusters Score -8591785 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -8594181.000000 Penalty: 5342.846680
	Iteration 8F: 3 clusters Score -8594181 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -8596404.000000 Penalty: 5342.846680
	Iteration 9F: 3 clusters Score -8596404 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -8598013.000000 Penalty: 5342.846680
	Iteration 10Q: 3 clusters Score -8598013 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -8599020.000000 Penalty: 5342.846680
	Iteration 11Q: 3 clusters Score -8599020 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8599685.000000 Penalty: 5342.846680
	Iteration 12Q: 3 clusters Score -8599685 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -8600133.000000 Penalty: 5342.846680
	Iteration 13Q: 3 clusters Score -8600133 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8600359.000000 Penalty: 5342.846680
	Iteration 14Q: 3 clusters Score -8600359 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -8600573.000000 Penalty: 5342.846680
	Iteration 15Q: 3 clusters Score -8600573 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8600720.000000 Penalty: 5342.846680
	Iteration 16Q: 3 clusters Score -8600720 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -8600785.000000 Penalty: 5342.846680
	Iteration 17Q: 3 clusters Score -8600785 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8600856.000000 Penalty: 5342.846680
	Iteration 18Q: 3 clusters Score -8600856 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8600884.000000 Penalty: 5342.846680
	Iteration 19Q: 3 clusters Score -8600884 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8600932.000000 Penalty: 5342.846680
	Iteration 20F: 3 clusters Score -8600932 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8600964.000000 Penalty: 5342.846680
	Iteration 21Q: 3 clusters Score -8600964 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8600985.000000 Penalty: 5342.846680
	Iteration 22Q: 3 clusters Score -8600985 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8600985.000000 Penalty: 5342.846680
	Iteration 23Q: 3 clusters Score -8600985 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -8600994.000000 Penalty: 5342.846680
	Iteration 24Q: 3 clusters Score -8600994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -8601034.000000 Penalty: 5342.846680
	Iteration 25Q: 3 clusters Score -8601034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8601077.000000 Penalty: 5342.846680
	Iteration 26Q: 3 clusters Score -8601077 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8601110.000000 Penalty: 5342.846680
	Iteration 27Q: 3 clusters Score -8601110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8601121.000000 Penalty: 5342.846680
	Iteration 28Q: 3 clusters Score -8601121 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8601142.000000 Penalty: 5342.846680
	Iteration 29Q: 3 clusters Score -8601142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8601175.000000 Penalty: 5342.846680
	Iteration 30Q: 3 clusters Score -8601175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8601180.000000 Penalty: 5342.846680
	Iteration 31Q: 3 clusters Score -8601180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8601206.000000 Penalty: 5342.846680
	Iteration 32Q: 3 clusters Score -8601206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8601237.000000 Penalty: 5342.846680
	Iteration 33Q: 3 clusters Score -8601237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8601240.000000 Penalty: 5342.846680
	Iteration 34Q: 3 clusters Score -8601240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8601280.000000 Penalty: 5342.846680
	Iteration 35Q: 3 clusters Score -8601280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8601321.000000 Penalty: 5342.846680
	Iteration 36Q: 3 clusters Score -8601321 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8601324.000000 Penalty: 5342.846680
	Iteration 37Q: 3 clusters Score -8601324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8601333.000000 Penalty: 5342.846680
	Iteration 38Q: 3 clusters Score -8601333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8601343.000000 Penalty: 5342.846680
	Iteration 39Q: 3 clusters Score -8601343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8601354.000000 Penalty: 5342.846680
	Iteration 40F: 3 clusters Score -8601354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8601375.000000 Penalty: 5342.846680
	Iteration 41Q: 3 clusters Score -8601375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8601379.000000 Penalty: 5342.846680
	Iteration 42Q: 3 clusters Score -8601379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8601398.000000 Penalty: 5342.846680
	Iteration 43Q: 3 clusters Score -8601398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8601407.000000 Penalty: 5342.846680
	Iteration 44Q: 3 clusters Score -8601407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8601397.000000 Penalty: 5342.846680
	Iteration 45Q: 3 clusters Score -8601397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8601395.000000 Penalty: 5342.846680
	Iteration 46Q: 3 clusters Score -8601395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8601396.000000 Penalty: 5342.846680
	Iteration 47Q: 3 clusters Score -8601396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8601397.000000 Penalty: 5342.846680
	Iteration 48Q: 3 clusters Score -8601397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8601404.000000 Penalty: 5342.846680
	Iteration 49Q: 3 clusters Score -8601404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8601416.000000 Penalty: 5342.846680
	Iteration 50Q: 3 clusters Score -8601416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8601411.000000 Penalty: 5342.846680
	Iteration 51Q: 3 clusters Score -8601411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8601408.000000 Penalty: 5342.846680
	Iteration 52Q: 3 clusters Score -8601408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8601423.000000 Penalty: 5342.846680
	Iteration 53Q: 3 clusters Score -8601423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8601412.000000 Penalty: 5342.846680
	Iteration 54Q: 3 clusters Score -8601412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8601410.000000 Penalty: 5342.846680
	Iteration 55Q: 3 clusters Score -8601410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8601411.000000 Penalty: 5342.846680
	Iteration 56Q: 3 clusters Score -8601411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8601404.000000 Penalty: 5342.846680
	Iteration 57Q: 3 clusters Score -8601404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8601411.000000 Penalty: 5342.846680
	Iteration 58Q: 3 clusters Score -8601411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8601420.000000 Penalty: 5342.846680
	Iteration 59Q: 3 clusters Score -8601420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8601430.000000 Penalty: 5342.846680
	Iteration 60F: 3 clusters Score -8601430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8601431.000000 Penalty: 5342.846680
	Iteration 61Q: 3 clusters Score -8601431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8601431.000000 Penalty: 5342.846680
	Iteration 62Q: 3 clusters Score -8601431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8601431.000000 Penalty: 5342.846680
	Iteration 63Q: 3 clusters Score -8601431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8601442.000000 Penalty: 5342.846680
	Iteration 64Q: 3 clusters Score -8601442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8601455.000000 Penalty: 5342.846680
	Iteration 65Q: 3 clusters Score -8601455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8601458.000000 Penalty: 5342.846680
	Iteration 66Q: 3 clusters Score -8601458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8601462.000000 Penalty: 5342.846680
	Iteration 67Q: 3 clusters Score -8601462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8601474.000000 Penalty: 5342.846680
	Iteration 68Q: 3 clusters Score -8601474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8601479.000000 Penalty: 5342.846680
	Iteration 69Q: 3 clusters Score -8601479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8601479.000000 Penalty: 5342.846680
	Iteration 70F: 3 clusters Score -8601479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -398529.000000 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -398529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -395627.656250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -395627.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -396865.937500 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -396865.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -397825.906250 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -397825.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -398448.562500 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -398448.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -398747.031250 Penalty: 3871.515381
	Iteration 4F: 3 clusters Score -398747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -398870.187500 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -398870.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -398921.562500 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -398921.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -398943.375000 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -398943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398948.625000 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -398948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -398952.906250 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -398952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398959.937500 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -398959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -398965.875000 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -398965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -398965.937500 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -398965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -398968.125000 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -398968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398970.781250 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -398970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -398974.156250 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -398974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398974.062500 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -398974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398974.062500 Penalty: 3871.515381
	Iteration 17F: 3 clusters Score -398974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 40400 members 
Mstep: Class 9 contains 47574 members 
Mstep: Class 10 contains 50177 members 
Mstep: Class 11 contains 33340 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 55574 members 
Mstep: Class 14 contains 39424 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 18548 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 43929 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37564 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39725 members 
Mstep: Class 29 contains 41144 members 
Mstep: Class 30 contains 48460 members 
Mstep: Class 31 contains 5990 members 
Mstep: Class 32 contains 42184 members 
Mstep: Class 33 contains 42946 members 
Mstep: Class 34 contains 42565 members 
Mstep: Class 35 contains 42768 members 
Mstep: Class 36 contains 8127 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43231 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43193 members 
Mstep: Class 44 contains 1713 members 
Entering Unmasked Estep 
Score: -196433248.000000 Penalty: 152010.671875
Splitting cluster 5 changes total score from -196434400.000000 to -196433248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Entering Unmasked Estep 
Score: -2878025.250000 Penalty: 2405.985596
	Iteration 0F: 2 clusters Score -2878025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2866270.750000 Penalty: 4811.971191
	Iteration 0F: 3 clusters Score -2866271 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2870027.750000 Penalty: 4811.971191
	Iteration 1F: 3 clusters Score -2870028 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2870379.750000 Penalty: 4811.971191
	Iteration 2F: 3 clusters Score -2870380 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2870684.500000 Penalty: 4811.971191
	Iteration 3Q: 3 clusters Score -2870684 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2870973.000000 Penalty: 4811.971191
	Iteration 4Q: 3 clusters Score -2870973 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2871244.750000 Penalty: 4811.971191
	Iteration 5Q: 3 clusters Score -2871245 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2871500.250000 Penalty: 4811.971191
	Iteration 6Q: 3 clusters Score -2871500 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2871733.000000 Penalty: 4811.971191
	Iteration 7Q: 3 clusters Score -2871733 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2871994.250000 Penalty: 4811.971191
	Iteration 8Q: 3 clusters Score -2871994 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2872311.250000 Penalty: 4811.971191
	Iteration 9Q: 3 clusters Score -2872311 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2872647.750000 Penalty: 4811.971191
	Iteration 10Q: 3 clusters Score -2872648 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2873054.000000 Penalty: 4811.971191
	Iteration 11Q: 3 clusters Score -2873054 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2873528.500000 Penalty: 4811.971191
	Iteration 12Q: 3 clusters Score -2873528 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2873970.500000 Penalty: 4811.971191
	Iteration 13Q: 3 clusters Score -2873970 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2874307.500000 Penalty: 4811.971191
	Iteration 14Q: 3 clusters Score -2874308 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2874595.750000 Penalty: 4811.971191
	Iteration 15Q: 3 clusters Score -2874596 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2874874.500000 Penalty: 4811.971191
	Iteration 16Q: 3 clusters Score -2874874 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2875086.250000 Penalty: 4811.971191
	Iteration 17Q: 3 clusters Score -2875086 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2875239.500000 Penalty: 4811.971191
	Iteration 18Q: 3 clusters Score -2875240 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2875372.750000 Penalty: 4811.971191
	Iteration 19Q: 3 clusters Score -2875373 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2875482.000000 Penalty: 4811.971191
	Iteration 20F: 3 clusters Score -2875482 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2875601.250000 Penalty: 4811.971191
	Iteration 21Q: 3 clusters Score -2875601 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2875697.250000 Penalty: 4811.971191
	Iteration 22Q: 3 clusters Score -2875697 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2875788.750000 Penalty: 4811.971191
	Iteration 23Q: 3 clusters Score -2875789 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2875879.000000 Penalty: 4811.971191
	Iteration 24Q: 3 clusters Score -2875879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2875960.000000 Penalty: 4811.971191
	Iteration 25Q: 3 clusters Score -2875960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2876038.750000 Penalty: 4811.971191
	Iteration 26Q: 3 clusters Score -2876039 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2876091.000000 Penalty: 4811.971191
	Iteration 27Q: 3 clusters Score -2876091 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2876127.750000 Penalty: 4811.971191
	Iteration 28Q: 3 clusters Score -2876128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2876151.000000 Penalty: 4811.971191
	Iteration 29Q: 3 clusters Score -2876151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2876170.500000 Penalty: 4811.971191
	Iteration 30Q: 3 clusters Score -2876170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2876188.250000 Penalty: 4811.971191
	Iteration 31Q: 3 clusters Score -2876188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2876195.500000 Penalty: 4811.971191
	Iteration 32Q: 3 clusters Score -2876196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2876206.750000 Penalty: 4811.971191
	Iteration 33Q: 3 clusters Score -2876207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2876208.500000 Penalty: 4811.971191
	Iteration 34Q: 3 clusters Score -2876208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2876213.750000 Penalty: 4811.971191
	Iteration 35Q: 3 clusters Score -2876214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2876223.750000 Penalty: 4811.971191
	Iteration 36Q: 3 clusters Score -2876224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2876225.250000 Penalty: 4811.971191
	Iteration 37Q: 3 clusters Score -2876225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2876232.000000 Penalty: 4811.971191
	Iteration 38Q: 3 clusters Score -2876232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2876235.250000 Penalty: 4811.971191
	Iteration 39Q: 3 clusters Score -2876235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2876242.500000 Penalty: 4811.971191
	Iteration 40F: 3 clusters Score -2876242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2876249.250000 Penalty: 4811.971191
	Iteration 41Q: 3 clusters Score -2876249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2876250.750000 Penalty: 4811.971191
	Iteration 42Q: 3 clusters Score -2876251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2876249.250000 Penalty: 4811.971191
	Iteration 43Q: 3 clusters Score -2876249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2876253.000000 Penalty: 4811.971191
	Iteration 44Q: 3 clusters Score -2876253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2876255.250000 Penalty: 4811.971191
	Iteration 45Q: 3 clusters Score -2876255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2876254.750000 Penalty: 4811.971191
	Iteration 46Q: 3 clusters Score -2876255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2876256.750000 Penalty: 4811.971191
	Iteration 47Q: 3 clusters Score -2876257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2876261.250000 Penalty: 4811.971191
	Iteration 48Q: 3 clusters Score -2876261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2876255.500000 Penalty: 4811.971191
	Iteration 49Q: 3 clusters Score -2876256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2876257.750000 Penalty: 4811.971191
	Iteration 50Q: 3 clusters Score -2876258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2876253.750000 Penalty: 4811.971191
	Iteration 51Q: 3 clusters Score -2876254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2876254.500000 Penalty: 4811.971191
	Iteration 52Q: 3 clusters Score -2876254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2876254.000000 Penalty: 4811.971191
	Iteration 53Q: 3 clusters Score -2876254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2876254.750000 Penalty: 4811.971191
	Iteration 54Q: 3 clusters Score -2876255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2876255.500000 Penalty: 4811.971191
	Iteration 55Q: 3 clusters Score -2876256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2876256.500000 Penalty: 4811.971191
	Iteration 56Q: 3 clusters Score -2876256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2876257.500000 Penalty: 4811.971191
	Iteration 57Q: 3 clusters Score -2876258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2876259.250000 Penalty: 4811.971191
	Iteration 58Q: 3 clusters Score -2876259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2876261.250000 Penalty: 4811.971191
	Iteration 59Q: 3 clusters Score -2876261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2876261.500000 Penalty: 4811.971191
	Iteration 60F: 3 clusters Score -2876262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2876261.750000 Penalty: 4811.971191
	Iteration 61Q: 3 clusters Score -2876262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2876262.750000 Penalty: 4811.971191
	Iteration 62Q: 3 clusters Score -2876263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2876274.250000 Penalty: 4811.971191
	Iteration 63Q: 3 clusters Score -2876274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2876272.500000 Penalty: 4811.971191
	Iteration 64Q: 3 clusters Score -2876272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2876272.500000 Penalty: 4811.971191
	Iteration 65Q: 3 clusters Score -2876272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2876272.500000 Penalty: 4811.971191
	Iteration 66Q: 3 clusters Score -2876272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2876276.000000 Penalty: 4811.971191
	Iteration 67Q: 3 clusters Score -2876276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2876278.750000 Penalty: 4811.971191
	Iteration 68Q: 3 clusters Score -2876279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2876280.500000 Penalty: 4811.971191
	Iteration 69Q: 3 clusters Score -2876280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2876278.750000 Penalty: 4811.971191
	Iteration 70Q: 3 clusters Score -2876279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2876282.250000 Penalty: 4811.971191
	Iteration 71Q: 3 clusters Score -2876282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2876281.750000 Penalty: 4811.971191
	Iteration 72Q: 3 clusters Score -2876282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2876280.750000 Penalty: 4811.971191
	Iteration 73Q: 3 clusters Score -2876281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2876284.000000 Penalty: 4811.971191
	Iteration 74Q: 3 clusters Score -2876284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2876279.750000 Penalty: 4811.971191
	Iteration 75Q: 3 clusters Score -2876280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2876280.250000 Penalty: 4811.971191
	Iteration 76Q: 3 clusters Score -2876280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2876282.750000 Penalty: 4811.971191
	Iteration 77Q: 3 clusters Score -2876283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2876280.500000 Penalty: 4811.971191
	Iteration 78Q: 3 clusters Score -2876280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2876284.750000 Penalty: 4811.971191
	Iteration 79Q: 3 clusters Score -2876285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2876281.750000 Penalty: 4811.971191
	Iteration 80F: 3 clusters Score -2876282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2876280.250000 Penalty: 4811.971191
	Iteration 81Q: 3 clusters Score -2876280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2876280.000000 Penalty: 4811.971191
	Iteration 82Q: 3 clusters Score -2876280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2876280.000000 Penalty: 4811.971191
	Iteration 83F: 3 clusters Score -2876280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -1118599.875000 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -1118600 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 3214 members 
Entering Unmasked Estep 
Score: -1113110.250000 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -1113110 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1114779.125000 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -1114779 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1115363.125000 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -1115363 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1115965.750000 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -1115966 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1116484.625000 Penalty: 4353.437988
	Iteration 4F: 3 clusters Score -1116485 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1116908.500000 Penalty: 4353.437988
	Iteration 5F: 3 clusters Score -1116908 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1117231.375000 Penalty: 4353.437988
	Iteration 6F: 3 clusters Score -1117231 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1117438.250000 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -1117438 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1117581.250000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -1117581 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1117700.750000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -1117701 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1117800.125000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -1117800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1117882.875000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -1117883 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1117948.750000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -1117949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1117981.875000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -1117982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1118010.500000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -1118010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1118031.875000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -1118032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1118043.375000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -1118043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1118057.750000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -1118058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1118070.625000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -1118071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1118085.625000 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -1118086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1118094.875000 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -1118095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1118102.125000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -1118102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1118105.250000 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -1118105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1118106.250000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -1118106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1118108.875000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -1118109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1118108.375000 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -1118108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1118109.000000 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -1118109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1118109.250000 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -1118109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1118110.000000 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -1118110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1118108.875000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -1118109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1118108.875000 Penalty: 4353.437988
	Iteration 30F: 3 clusters Score -1118109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Entering Unmasked Estep 
Score: -7218672.500000 Penalty: 2630.433105
	Iteration 0F: 2 clusters Score -7218672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -7191568.500000 Penalty: 5260.866211
	Iteration 0F: 3 clusters Score -7191568 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -7201727.000000 Penalty: 5260.866211
	Iteration 1F: 3 clusters Score -7201727 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -7202360.000000 Penalty: 5260.866211
	Iteration 2Q: 3 clusters Score -7202360 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -7203006.500000 Penalty: 5260.866211
	Iteration 3Q: 3 clusters Score -7203006 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7203640.500000 Penalty: 5260.866211
	Iteration 4Q: 3 clusters Score -7203640 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -7204243.000000 Penalty: 5260.866211
	Iteration 5Q: 3 clusters Score -7204243 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7204837.000000 Penalty: 5260.866211
	Iteration 6Q: 3 clusters Score -7204837 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -7205543.500000 Penalty: 5260.866211
	Iteration 7Q: 3 clusters Score -7205544 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -7206316.500000 Penalty: 5260.866211
	Iteration 8Q: 3 clusters Score -7206316 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7207242.000000 Penalty: 5260.866211
	Iteration 9Q: 3 clusters Score -7207242 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -7208290.000000 Penalty: 5260.866211
	Iteration 10Q: 3 clusters Score -7208290 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -7209441.000000 Penalty: 5260.866211
	Iteration 11Q: 3 clusters Score -7209441 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7210417.500000 Penalty: 5260.866211
	Iteration 12Q: 3 clusters Score -7210418 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -7211191.000000 Penalty: 5260.866211
	Iteration 13Q: 3 clusters Score -7211191 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -7211757.500000 Penalty: 5260.866211
	Iteration 14Q: 3 clusters Score -7211758 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -7212137.000000 Penalty: 5260.866211
	Iteration 15Q: 3 clusters Score -7212137 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -7212457.500000 Penalty: 5260.866211
	Iteration 16Q: 3 clusters Score -7212458 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -7212744.500000 Penalty: 5260.866211
	Iteration 17Q: 3 clusters Score -7212744 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -7212984.500000 Penalty: 5260.866211
	Iteration 18Q: 3 clusters Score -7212984 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -7213178.000000 Penalty: 5260.866211
	Iteration 19Q: 3 clusters Score -7213178 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -7213355.500000 Penalty: 5260.866211
	Iteration 20F: 3 clusters Score -7213356 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -7213525.000000 Penalty: 5260.866211
	Iteration 21Q: 3 clusters Score -7213525 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -7213673.000000 Penalty: 5260.866211
	Iteration 22Q: 3 clusters Score -7213673 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -7213812.500000 Penalty: 5260.866211
	Iteration 23Q: 3 clusters Score -7213812 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7213990.500000 Penalty: 5260.866211
	Iteration 24Q: 3 clusters Score -7213990 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -7214085.500000 Penalty: 5260.866211
	Iteration 25Q: 3 clusters Score -7214086 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -7214198.000000 Penalty: 5260.866211
	Iteration 26Q: 3 clusters Score -7214198 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -7214262.500000 Penalty: 5260.866211
	Iteration 27Q: 3 clusters Score -7214262 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -7214355.500000 Penalty: 5260.866211
	Iteration 28Q: 3 clusters Score -7214356 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7214414.500000 Penalty: 5260.866211
	Iteration 29Q: 3 clusters Score -7214414 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -7214503.000000 Penalty: 5260.866211
	Iteration 30Q: 3 clusters Score -7214503 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -7214555.000000 Penalty: 5260.866211
	Iteration 31Q: 3 clusters Score -7214555 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -7214601.500000 Penalty: 5260.866211
	Iteration 32Q: 3 clusters Score -7214602 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -7214666.500000 Penalty: 5260.866211
	Iteration 33Q: 3 clusters Score -7214666 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -7214699.500000 Penalty: 5260.866211
	Iteration 34Q: 3 clusters Score -7214700 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -7214766.500000 Penalty: 5260.866211
	Iteration 35Q: 3 clusters Score -7214766 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -7214796.500000 Penalty: 5260.866211
	Iteration 36Q: 3 clusters Score -7214796 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7214845.500000 Penalty: 5260.866211
	Iteration 37Q: 3 clusters Score -7214846 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7214898.500000 Penalty: 5260.866211
	Iteration 38Q: 3 clusters Score -7214898 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -7214915.000000 Penalty: 5260.866211
	Iteration 39Q: 3 clusters Score -7214915 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -7214922.500000 Penalty: 5260.866211
	Iteration 40F: 3 clusters Score -7214922 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -7214949.000000 Penalty: 5260.866211
	Iteration 41Q: 3 clusters Score -7214949 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -7214950.500000 Penalty: 5260.866211
	Iteration 42Q: 3 clusters Score -7214950 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -7214979.500000 Penalty: 5260.866211
	Iteration 43Q: 3 clusters Score -7214980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -7214988.000000 Penalty: 5260.866211
	Iteration 44Q: 3 clusters Score -7214988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -7215000.000000 Penalty: 5260.866211
	Iteration 45Q: 3 clusters Score -7215000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -7215009.500000 Penalty: 5260.866211
	Iteration 46Q: 3 clusters Score -7215010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -7215010.500000 Penalty: 5260.866211
	Iteration 47Q: 3 clusters Score -7215010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -7215031.000000 Penalty: 5260.866211
	Iteration 48Q: 3 clusters Score -7215031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -7215022.000000 Penalty: 5260.866211
	Iteration 49Q: 3 clusters Score -7215022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -7215024.500000 Penalty: 5260.866211
	Iteration 50Q: 3 clusters Score -7215024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -7215046.500000 Penalty: 5260.866211
	Iteration 51Q: 3 clusters Score -7215046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -7215053.000000 Penalty: 5260.866211
	Iteration 52Q: 3 clusters Score -7215053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -7215049.000000 Penalty: 5260.866211
	Iteration 53Q: 3 clusters Score -7215049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -7215044.500000 Penalty: 5260.866211
	Iteration 54Q: 3 clusters Score -7215044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -7215064.000000 Penalty: 5260.866211
	Iteration 55Q: 3 clusters Score -7215064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -7215056.500000 Penalty: 5260.866211
	Iteration 56Q: 3 clusters Score -7215056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -7215065.000000 Penalty: 5260.866211
	Iteration 57Q: 3 clusters Score -7215065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -7215062.500000 Penalty: 5260.866211
	Iteration 58Q: 3 clusters Score -7215062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -7215061.500000 Penalty: 5260.866211
	Iteration 59Q: 3 clusters Score -7215062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -7215060.500000 Penalty: 5260.866211
	Iteration 60F: 3 clusters Score -7215060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -7215064.500000 Penalty: 5260.866211
	Iteration 61Q: 3 clusters Score -7215064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -7215075.000000 Penalty: 5260.866211
	Iteration 62Q: 3 clusters Score -7215075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -7215076.500000 Penalty: 5260.866211
	Iteration 63Q: 3 clusters Score -7215076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -7215085.500000 Penalty: 5260.866211
	Iteration 64Q: 3 clusters Score -7215086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7215083.000000 Penalty: 5260.866211
	Iteration 65Q: 3 clusters Score -7215083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -7215081.000000 Penalty: 5260.866211
	Iteration 66Q: 3 clusters Score -7215081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -7215088.000000 Penalty: 5260.866211
	Iteration 67Q: 3 clusters Score -7215088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -7215090.000000 Penalty: 5260.866211
	Iteration 68Q: 3 clusters Score -7215090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -7215089.000000 Penalty: 5260.866211
	Iteration 69Q: 3 clusters Score -7215089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -7215095.500000 Penalty: 5260.866211
	Iteration 70Q: 3 clusters Score -7215096 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7215106 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7215110 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7215108 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7215108 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7215110 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7215100 nChanged 34
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Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7215118 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7215122 nChanged 38
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Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7215128 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7215132 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7215134 nChanged 46
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7215133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7215142 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7215141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7215127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7215133 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7215150 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7215156 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7215167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7215170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7215183 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7215188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7215187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
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	Iteration 94Q: 3 clusters Score -7215192 nChanged 22
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Mstep: Class 1 contains 9023 members 
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	Iteration 95Q: 3 clusters Score -7215187 nChanged 21
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Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7215187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7215190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7215195 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8918 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7215198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7215200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 31530 members 
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	Iteration 101Q: 3 clusters Score -7215204 nChanged 24
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Mstep: Class 1 contains 8850 members 
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	Iteration 102Q: 3 clusters Score -7215200 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8833 members 
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	Iteration 103Q: 3 clusters Score -7215204 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8819 members 
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	Iteration 104Q: 3 clusters Score -7215196 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7215204 nChanged 8
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Mstep: Class 1 contains 8801 members 
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	Iteration 106Q: 3 clusters Score -7215210 nChanged 11
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Mstep: Class 1 contains 8790 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7215207 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 31623 members 
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	Iteration 108Q: 3 clusters Score -7215208 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 31635 members 
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	Iteration 109Q: 3 clusters Score -7215212 nChanged 5
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Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 31640 members 
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	Iteration 110Q: 3 clusters Score -7215210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7215218 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7215218 nChanged 4
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Mstep: Class 1 contains 8745 members 
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	Iteration 113Q: 3 clusters Score -7215218 nChanged 10
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Mstep: Class 1 contains 8735 members 
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	Iteration 114Q: 3 clusters Score -7215222 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8720 members 
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	Iteration 115Q: 3 clusters Score -7215218 nChanged 22
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Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7215217 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 31723 members 
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	Iteration 117Q: 3 clusters Score -7215222 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -7215219.500000 Penalty: 5260.866211
	Iteration 118Q: 3 clusters Score -7215220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7215222 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8610 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7215212 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7215216 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8559 members 
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	Iteration 122Q: 3 clusters Score -7215228 nChanged 26
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Mstep: Class 1 contains 8533 members 
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	Iteration 123Q: 3 clusters Score -7215220 nChanged 28
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Mstep: Class 1 contains 8505 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7215226 nChanged 33
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Mstep: Class 1 contains 8474 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7215228 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8446 members 
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Score: -7215231.500000 Penalty: 5260.866211
	Iteration 126Q: 3 clusters Score -7215232 nChanged 30
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Mstep: Class 1 contains 8420 members 
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Score: -7215242.000000 Penalty: 5260.866211
	Iteration 127Q: 3 clusters Score -7215242 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8392 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7215238 nChanged 27
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Mstep: Class 1 contains 8367 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7215242 nChanged 39
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Mstep: Class 1 contains 8330 members 
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	Iteration 130Q: 3 clusters Score -7215251 nChanged 35
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Mstep: Class 1 contains 8295 members 
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	Iteration 131Q: 3 clusters Score -7215251 nChanged 30
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Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7215260 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7215266 nChanged 33
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -7215283.000000 Penalty: 5260.866211
	Iteration 134Q: 3 clusters Score -7215283 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8163 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7215282 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8126 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7215290 nChanged 32
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Mstep: Class 1 contains 8098 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7215302 nChanged 31
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Mstep: Class 1 contains 8067 members 
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Entering Unmasked Estep 
Score: -7215296.000000 Penalty: 5260.866211
	Iteration 138Q: 3 clusters Score -7215296 nChanged 39
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Mstep: Class 1 contains 8028 members 
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	Iteration 139Q: 3 clusters Score -7215289 nChanged 43
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Mstep: Class 1 contains 7985 members 
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Entering Unmasked Estep 
Score: -7215312.500000 Penalty: 5260.866211
	Iteration 140F: 3 clusters Score -7215312 nChanged 37
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Mstep: Class 1 contains 7950 members 
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	Iteration 141Q: 3 clusters Score -7215322 nChanged 29
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	Iteration 142Q: 3 clusters Score -7215332 nChanged 20
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Mstep: Class 1 contains 7905 members 
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	Iteration 143Q: 3 clusters Score -7215350 nChanged 21
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Score: -7215345.000000 Penalty: 5260.866211
	Iteration 144Q: 3 clusters Score -7215345 nChanged 11
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Score: -7215341.000000 Penalty: 5260.866211
	Iteration 145Q: 3 clusters Score -7215341 nChanged 7
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Mstep: Class 1 contains 7866 members 
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	Iteration 146Q: 3 clusters Score -7215337 nChanged 7
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	Iteration 147Q: 3 clusters Score -7215339 nChanged 8
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	Iteration 148Q: 3 clusters Score -7215348 nChanged 9
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	Iteration 149Q: 3 clusters Score -7215352 nChanged 10
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	Iteration 150Q: 3 clusters Score -7215336 nChanged 12
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	Iteration 151Q: 3 clusters Score -7215343 nChanged 19
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	Iteration 152Q: 3 clusters Score -7215355 nChanged 13
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	Iteration 153Q: 3 clusters Score -7215354 nChanged 15
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	Iteration 154Q: 3 clusters Score -7215338 nChanged 15
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	Iteration 155Q: 3 clusters Score -7215354 nChanged 24
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	Iteration 156Q: 3 clusters Score -7215358 nChanged 26
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	Iteration 157Q: 3 clusters Score -7215354 nChanged 23
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	Iteration 158Q: 3 clusters Score -7215356 nChanged 20
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	Iteration 159Q: 3 clusters Score -7215336 nChanged 17
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	Iteration 160F: 3 clusters Score -7215338 nChanged 21
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	Iteration 161Q: 3 clusters Score -7215352 nChanged 29
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7215364 nChanged 31
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	Iteration 163Q: 3 clusters Score -7215360 nChanged 38
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	Iteration 164Q: 3 clusters Score -7215364 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 32904 members 
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	Iteration 165Q: 3 clusters Score -7215373 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 32942 members 
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	Iteration 166Q: 3 clusters Score -7215369 nChanged 47
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Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7215370 nChanged 53
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Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 33040 members 
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	Iteration 168Q: 3 clusters Score -7215370 nChanged 53
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	Iteration 169Q: 3 clusters Score -7215360 nChanged 60
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Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7215381 nChanged 67
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Mstep: Class 1 contains 7184 members 
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	Iteration 171Q: 3 clusters Score -7215392 nChanged 63
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7215403 nChanged 77
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Mstep: Class 1 contains 7044 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7215422 nChanged 76
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7215437 nChanged 77
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Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7215441 nChanged 71
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7215456 nChanged 69
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	Iteration 178Q: 3 clusters Score -7215463 nChanged 66
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7215476 nChanged 78
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Mstep: Class 1 contains 6560 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7215485 nChanged 55
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	Iteration 181Q: 3 clusters Score -7215495 nChanged 53
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Mstep: Class 1 contains 6393 members 
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	Iteration 183Q: 3 clusters Score -7215478 nChanged 69
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Mstep: Class 1 contains 6324 members 
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	Iteration 184Q: 3 clusters Score -7215499 nChanged 86
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	Iteration 185Q: 3 clusters Score -7215528 nChanged 107
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Mstep: Class 1 contains 6135 members 
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	Iteration 186Q: 3 clusters Score -7215530 nChanged 114
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Mstep: Class 1 contains 6025 members 
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	Iteration 187Q: 3 clusters Score -7215566 nChanged 120
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	Iteration 188Q: 3 clusters Score -7215588 nChanged 122
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7215624 nChanged 90
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -7215643 nChanged 92
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	Iteration 192Q: 3 clusters Score -7215668 nChanged 98
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	Iteration 193Q: 3 clusters Score -7215666 nChanged 111
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	Iteration 194Q: 3 clusters Score -7215697 nChanged 116
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7215724 nChanged 102
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	Iteration 196Q: 3 clusters Score -7215726 nChanged 108
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Mstep: Class 1 contains 4990 members 
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	Iteration 197Q: 3 clusters Score -7215754 nChanged 111
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	Iteration 198Q: 3 clusters Score -7215742 nChanged 129
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Mstep: Class 1 contains 4618 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7215801 nChanged 128
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Mstep: Class 1 contains 4490 members 
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Mstep: Class 1 contains 4373 members 
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	Iteration 202Q: 3 clusters Score -7215842 nChanged 110
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	Iteration 203Q: 3 clusters Score -7215894 nChanged 114
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Mstep: Class 1 contains 4157 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7215914 nChanged 125
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Mstep: Class 1 contains 4038 members 
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	Iteration 205Q: 3 clusters Score -7215966 nChanged 110
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Mstep: Class 1 contains 3934 members 
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	Iteration 206Q: 3 clusters Score -7215998 nChanged 101
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Mstep: Class 1 contains 3837 members 
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	Iteration 207Q: 3 clusters Score -7216036 nChanged 95
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Mstep: Class 1 contains 3742 members 
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	Iteration 208Q: 3 clusters Score -7216066 nChanged 74
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Mstep: Class 1 contains 3668 members 
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	Iteration 209Q: 3 clusters Score -7216068 nChanged 88
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Mstep: Class 1 contains 3588 members 
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	Iteration 210Q: 3 clusters Score -7216086 nChanged 82
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Mstep: Class 1 contains 3512 members 
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	Iteration 211Q: 3 clusters Score -7216120 nChanged 79
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Mstep: Class 1 contains 3437 members 
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	Iteration 212Q: 3 clusters Score -7216128 nChanged 80
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	Iteration 213Q: 3 clusters Score -7216130 nChanged 63
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Mstep: Class 1 contains 3298 members 
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	Iteration 214Q: 3 clusters Score -7216148 nChanged 62
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	Iteration 215Q: 3 clusters Score -7216160 nChanged 68
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	Iteration 216Q: 3 clusters Score -7216175 nChanged 57
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	Iteration 217Q: 3 clusters Score -7216174 nChanged 58
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	Iteration 218Q: 3 clusters Score -7216194 nChanged 61
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	Iteration 219Q: 3 clusters Score -7216221 nChanged 62
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Mstep: Class 1 contains 2958 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7216246 nChanged 60
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	Iteration 221Q: 3 clusters Score -7216264 nChanged 60
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Mstep: Class 1 contains 2846 members 
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	Iteration 222Q: 3 clusters Score -7216282 nChanged 53
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Mstep: Class 1 contains 2795 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -7216280 nChanged 62
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Mstep: Class 1 contains 2733 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -7216298 nChanged 58
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	Iteration 225Q: 3 clusters Score -7216293 nChanged 62
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	Iteration 226Q: 3 clusters Score -7216314 nChanged 50
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Mstep: Class 1 contains 2585 members 
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	Iteration 227Q: 3 clusters Score -7216330 nChanged 50
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Mstep: Class 1 contains 2537 members 
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	Iteration 228Q: 3 clusters Score -7216346 nChanged 54
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	Iteration 229Q: 3 clusters Score -7216359 nChanged 54
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	Iteration 230Q: 3 clusters Score -7216356 nChanged 50
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	Iteration 231Q: 3 clusters Score -7216364 nChanged 62
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	Iteration 232Q: 3 clusters Score -7216378 nChanged 50
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	Iteration 233Q: 3 clusters Score -7216403 nChanged 46
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	Iteration 234Q: 3 clusters Score -7216414 nChanged 36
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	Iteration 235Q: 3 clusters Score -7216414 nChanged 32
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	Iteration 236Q: 3 clusters Score -7216428 nChanged 33
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7216432 nChanged 28
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Mstep: Class 1 contains 2120 members 
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	Iteration 238Q: 3 clusters Score -7216436 nChanged 24
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Mstep: Class 1 contains 2098 members 
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	Iteration 239Q: 3 clusters Score -7216440 nChanged 18
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	Iteration 240F: 3 clusters Score -7216461 nChanged 19
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	Iteration 241Q: 3 clusters Score -7216471 nChanged 20
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	Iteration 242Q: 3 clusters Score -7216476 nChanged 17
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Mstep: Class 1 contains 2030 members 
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	Iteration 243Q: 3 clusters Score -7216483 nChanged 17
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	Iteration 244Q: 3 clusters Score -7216490 nChanged 23
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	Iteration 245Q: 3 clusters Score -7216488 nChanged 21
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	Iteration 246Q: 3 clusters Score -7216482 nChanged 24
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	Iteration 247Q: 3 clusters Score -7216489 nChanged 17
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	Iteration 248Q: 3 clusters Score -7216502 nChanged 19
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	Iteration 249Q: 3 clusters Score -7216509 nChanged 16
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	Iteration 250Q: 3 clusters Score -7216513 nChanged 8
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	Iteration 251Q: 3 clusters Score -7216513 nChanged 7
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	Iteration 252Q: 3 clusters Score -7216507 nChanged 7
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	Iteration 253Q: 3 clusters Score -7216516 nChanged 11
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	Iteration 254Q: 3 clusters Score -7216512 nChanged 13
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	Iteration 255Q: 3 clusters Score -7216514 nChanged 8
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	Iteration 256Q: 3 clusters Score -7216514 nChanged 15
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	Iteration 257Q: 3 clusters Score -7216531 nChanged 14
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	Iteration 258Q: 3 clusters Score -7216528 nChanged 15
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Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -7216517.500000 Penalty: 5260.866211
	Iteration 259Q: 3 clusters Score -7216518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7216531.500000 Penalty: 5260.866211
	Iteration 260F: 3 clusters Score -7216532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7216529.500000 Penalty: 5260.866211
	Iteration 261Q: 3 clusters Score -7216530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -7216536.000000 Penalty: 5260.866211
	Iteration 262Q: 3 clusters Score -7216536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -7216539.000000 Penalty: 5260.866211
	Iteration 263Q: 3 clusters Score -7216539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7216537.000000 Penalty: 5260.866211
	Iteration 264Q: 3 clusters Score -7216537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7216547.000000 Penalty: 5260.866211
	Iteration 265Q: 3 clusters Score -7216547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7216547.000000 Penalty: 5260.866211
	Iteration 266Q: 3 clusters Score -7216547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7216554.500000 Penalty: 5260.866211
	Iteration 267Q: 3 clusters Score -7216554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7216560.000000 Penalty: 5260.866211
	Iteration 268Q: 3 clusters Score -7216560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7216564.500000 Penalty: 5260.866211
	Iteration 269Q: 3 clusters Score -7216564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -7216566.000000 Penalty: 5260.866211
	Iteration 270Q: 3 clusters Score -7216566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7216562.500000 Penalty: 5260.866211
	Iteration 271Q: 3 clusters Score -7216562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -7216564.000000 Penalty: 5260.866211
	Iteration 272Q: 3 clusters Score -7216564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7216564.500000 Penalty: 5260.866211
	Iteration 273Q: 3 clusters Score -7216564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -7216559.000000 Penalty: 5260.866211
	Iteration 274Q: 3 clusters Score -7216559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7216573.500000 Penalty: 5260.866211
	Iteration 275Q: 3 clusters Score -7216574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7216577.000000 Penalty: 5260.866211
	Iteration 276Q: 3 clusters Score -7216577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7216580.000000 Penalty: 5260.866211
	Iteration 277Q: 3 clusters Score -7216580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7216586.000000 Penalty: 5260.866211
	Iteration 278Q: 3 clusters Score -7216586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -7216595.000000 Penalty: 5260.866211
	Iteration 279Q: 3 clusters Score -7216595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -7216596.500000 Penalty: 5260.866211
	Iteration 280F: 3 clusters Score -7216596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -7216598.500000 Penalty: 5260.866211
	Iteration 281Q: 3 clusters Score -7216598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -7216602.500000 Penalty: 5260.866211
	Iteration 282Q: 3 clusters Score -7216602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -7216596.000000 Penalty: 5260.866211
	Iteration 283Q: 3 clusters Score -7216596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7216606.000000 Penalty: 5260.866211
	Iteration 284Q: 3 clusters Score -7216606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -7216615.000000 Penalty: 5260.866211
	Iteration 285Q: 3 clusters Score -7216615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7216612.500000 Penalty: 5260.866211
	Iteration 286Q: 3 clusters Score -7216612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -7216606.500000 Penalty: 5260.866211
	Iteration 287Q: 3 clusters Score -7216606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7216615.500000 Penalty: 5260.866211
	Iteration 288Q: 3 clusters Score -7216616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7216629.500000 Penalty: 5260.866211
	Iteration 289Q: 3 clusters Score -7216630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7216629.500000 Penalty: 5260.866211
	Iteration 290Q: 3 clusters Score -7216630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -7216634.000000 Penalty: 5260.866211
	Iteration 291Q: 3 clusters Score -7216634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -7216646.500000 Penalty: 5260.866211
	Iteration 292Q: 3 clusters Score -7216646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7216645.500000 Penalty: 5260.866211
	Iteration 293Q: 3 clusters Score -7216646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -7216643.500000 Penalty: 5260.866211
	Iteration 294Q: 3 clusters Score -7216644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7216647.500000 Penalty: 5260.866211
	Iteration 295Q: 3 clusters Score -7216648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7216645.000000 Penalty: 5260.866211
	Iteration 296Q: 3 clusters Score -7216645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -7216640.500000 Penalty: 5260.866211
	Iteration 297Q: 3 clusters Score -7216640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -7216647.000000 Penalty: 5260.866211
	Iteration 298Q: 3 clusters Score -7216647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -7216646.000000 Penalty: 5260.866211
	Iteration 299Q: 3 clusters Score -7216646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7216651.000000 Penalty: 5260.866211
	Iteration 300F: 3 clusters Score -7216651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -7216654.000000 Penalty: 5260.866211
	Iteration 301Q: 3 clusters Score -7216654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -7216656.500000 Penalty: 5260.866211
	Iteration 302Q: 3 clusters Score -7216656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -7216653.500000 Penalty: 5260.866211
	Iteration 303Q: 3 clusters Score -7216654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -7216659.500000 Penalty: 5260.866211
	Iteration 304Q: 3 clusters Score -7216660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -7216663.000000 Penalty: 5260.866211
	Iteration 305Q: 3 clusters Score -7216663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -7216660.000000 Penalty: 5260.866211
	Iteration 306Q: 3 clusters Score -7216660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7216663.500000 Penalty: 5260.866211
	Iteration 307Q: 3 clusters Score -7216664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7216661.000000 Penalty: 5260.866211
	Iteration 308Q: 3 clusters Score -7216661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -7216671.500000 Penalty: 5260.866211
	Iteration 309Q: 3 clusters Score -7216672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -7216672.000000 Penalty: 5260.866211
	Iteration 310Q: 3 clusters Score -7216672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -7216672.000000 Penalty: 5260.866211
	Iteration 311F: 3 clusters Score -7216672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Entering Unmasked Estep 
Score: -8399381.000000 Penalty: 2670.970215
	Iteration 0F: 2 clusters Score -8399381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -8368156.000000 Penalty: 5341.940430
	Iteration 0F: 3 clusters Score -8368156 nChanged 22042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8380402.000000 Penalty: 5341.940430
	Iteration 1F: 3 clusters Score -8380402 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8380902.000000 Penalty: 5341.940430
	Iteration 2Q: 3 clusters Score -8380902 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -8381304.500000 Penalty: 5341.940430
	Iteration 3Q: 3 clusters Score -8381304 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8381760.500000 Penalty: 5341.940430
	Iteration 4Q: 3 clusters Score -8381760 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8382235.000000 Penalty: 5341.940430
	Iteration 5Q: 3 clusters Score -8382235 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8382644.500000 Penalty: 5341.940430
	Iteration 6Q: 3 clusters Score -8382644 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -8383235.500000 Penalty: 5341.940430
	Iteration 7Q: 3 clusters Score -8383236 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -8384044.500000 Penalty: 5341.940430
	Iteration 8Q: 3 clusters Score -8384044 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -8385296.000000 Penalty: 5341.940430
	Iteration 9Q: 3 clusters Score -8385296 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -8387106.000000 Penalty: 5341.940430
	Iteration 10F: 3 clusters Score -8387106 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -8389415.000000 Penalty: 5341.940430
	Iteration 11F: 3 clusters Score -8389415 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -8391816.000000 Penalty: 5341.940430
	Iteration 12F: 3 clusters Score -8391816 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -8393794.000000 Penalty: 5341.940430
	Iteration 13Q: 3 clusters Score -8393794 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -8395020.000000 Penalty: 5341.940430
	Iteration 14Q: 3 clusters Score -8395020 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -8395655.000000 Penalty: 5341.940430
	Iteration 15Q: 3 clusters Score -8395655 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8396090.000000 Penalty: 5341.940430
	Iteration 16Q: 3 clusters Score -8396090 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8396326.000000 Penalty: 5341.940430
	Iteration 17Q: 3 clusters Score -8396326 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8396493.000000 Penalty: 5341.940430
	Iteration 18Q: 3 clusters Score -8396493 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8396638.000000 Penalty: 5341.940430
	Iteration 19Q: 3 clusters Score -8396638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8396706.000000 Penalty: 5341.940430
	Iteration 20F: 3 clusters Score -8396706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8396757.000000 Penalty: 5341.940430
	Iteration 21Q: 3 clusters Score -8396757 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8396785.000000 Penalty: 5341.940430
	Iteration 22Q: 3 clusters Score -8396785 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8396842.000000 Penalty: 5341.940430
	Iteration 23Q: 3 clusters Score -8396842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8396859.000000 Penalty: 5341.940430
	Iteration 24Q: 3 clusters Score -8396859 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8396889.000000 Penalty: 5341.940430
	Iteration 25Q: 3 clusters Score -8396889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8396894.000000 Penalty: 5341.940430
	Iteration 26Q: 3 clusters Score -8396894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8396890.000000 Penalty: 5341.940430
	Iteration 27Q: 3 clusters Score -8396890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8396909.000000 Penalty: 5341.940430
	Iteration 28Q: 3 clusters Score -8396909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8396918.000000 Penalty: 5341.940430
	Iteration 29Q: 3 clusters Score -8396918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8396944.000000 Penalty: 5341.940430
	Iteration 30Q: 3 clusters Score -8396944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8396954.000000 Penalty: 5341.940430
	Iteration 31Q: 3 clusters Score -8396954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8396976.000000 Penalty: 5341.940430
	Iteration 32Q: 3 clusters Score -8396976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8396986.000000 Penalty: 5341.940430
	Iteration 33Q: 3 clusters Score -8396986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8397000.000000 Penalty: 5341.940430
	Iteration 34Q: 3 clusters Score -8397000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8397016.000000 Penalty: 5341.940430
	Iteration 35Q: 3 clusters Score -8397016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8397024.000000 Penalty: 5341.940430
	Iteration 36Q: 3 clusters Score -8397024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8397027.000000 Penalty: 5341.940430
	Iteration 37Q: 3 clusters Score -8397027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8397031.000000 Penalty: 5341.940430
	Iteration 38Q: 3 clusters Score -8397031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8397037.000000 Penalty: 5341.940430
	Iteration 39Q: 3 clusters Score -8397037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8397043.000000 Penalty: 5341.940430
	Iteration 40F: 3 clusters Score -8397043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8397037.000000 Penalty: 5341.940430
	Iteration 41Q: 3 clusters Score -8397037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8397056.000000 Penalty: 5341.940430
	Iteration 42Q: 3 clusters Score -8397056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8397067.000000 Penalty: 5341.940430
	Iteration 43Q: 3 clusters Score -8397067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8397067.000000 Penalty: 5341.940430
	Iteration 44Q: 3 clusters Score -8397067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8397072.000000 Penalty: 5341.940430
	Iteration 45Q: 3 clusters Score -8397072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8397067.000000 Penalty: 5341.940430
	Iteration 46Q: 3 clusters Score -8397067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8397065.000000 Penalty: 5341.940430
	Iteration 47Q: 3 clusters Score -8397065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8397065.000000 Penalty: 5341.940430
	Iteration 48Q: 3 clusters Score -8397065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8397064.000000 Penalty: 5341.940430
	Iteration 49Q: 3 clusters Score -8397064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8397063.000000 Penalty: 5341.940430
	Iteration 50Q: 3 clusters Score -8397063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8397063.000000 Penalty: 5341.940430
	Iteration 51F: 3 clusters Score -8397063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Entering Unmasked Estep 
Score: -8991090.000000 Penalty: 2684.181396
	Iteration 0F: 2 clusters Score -8991090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -8960372.000000 Penalty: 5368.362793
	Iteration 0F: 3 clusters Score -8960372 nChanged 23027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -8973032.000000 Penalty: 5368.362793
	Iteration 1F: 3 clusters Score -8973032 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -8973539.000000 Penalty: 5368.362793
	Iteration 2Q: 3 clusters Score -8973539 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -8973973.000000 Penalty: 5368.362793
	Iteration 3Q: 3 clusters Score -8973973 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -8974507.000000 Penalty: 5368.362793
	Iteration 4Q: 3 clusters Score -8974507 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -8975114.000000 Penalty: 5368.362793
	Iteration 5Q: 3 clusters Score -8975114 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -8976001.000000 Penalty: 5368.362793
	Iteration 6Q: 3 clusters Score -8976001 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -8977405.000000 Penalty: 5368.362793
	Iteration 7F: 3 clusters Score -8977405 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -8979546.000000 Penalty: 5368.362793
	Iteration 8F: 3 clusters Score -8979546 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -8982372.000000 Penalty: 5368.362793
	Iteration 9F: 3 clusters Score -8982372 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -8985116.000000 Penalty: 5368.362793
	Iteration 10F: 3 clusters Score -8985116 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -8986910.000000 Penalty: 5368.362793
	Iteration 11F: 3 clusters Score -8986910 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -8987893.000000 Penalty: 5368.362793
	Iteration 12Q: 3 clusters Score -8987893 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -8988315.000000 Penalty: 5368.362793
	Iteration 13Q: 3 clusters Score -8988315 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -8988542.000000 Penalty: 5368.362793
	Iteration 14Q: 3 clusters Score -8988542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -8988664.000000 Penalty: 5368.362793
	Iteration 15Q: 3 clusters Score -8988664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -8988744.000000 Penalty: 5368.362793
	Iteration 16Q: 3 clusters Score -8988744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -8988773.000000 Penalty: 5368.362793
	Iteration 17Q: 3 clusters Score -8988773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -8988814.000000 Penalty: 5368.362793
	Iteration 18Q: 3 clusters Score -8988814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -8988832.000000 Penalty: 5368.362793
	Iteration 19Q: 3 clusters Score -8988832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -8988858.000000 Penalty: 5368.362793
	Iteration 20F: 3 clusters Score -8988858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -8988875.000000 Penalty: 5368.362793
	Iteration 21Q: 3 clusters Score -8988875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -8988876.000000 Penalty: 5368.362793
	Iteration 22Q: 3 clusters Score -8988876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -8988884.000000 Penalty: 5368.362793
	Iteration 23Q: 3 clusters Score -8988884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -8988881.000000 Penalty: 5368.362793
	Iteration 24Q: 3 clusters Score -8988881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -8988887.000000 Penalty: 5368.362793
	Iteration 25Q: 3 clusters Score -8988887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -8988890.000000 Penalty: 5368.362793
	Iteration 26Q: 3 clusters Score -8988890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -8988890.000000 Penalty: 5368.362793
	Iteration 27F: 3 clusters Score -8988890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Entering Unmasked Estep 
Score: -6000337.000000 Penalty: 2582.799316
	Iteration 0F: 2 clusters Score -6000337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5977620.000000 Penalty: 5165.598633
	Iteration 0F: 3 clusters Score -5977620 nChanged 15059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -5985840.500000 Penalty: 5165.598633
	Iteration 1F: 3 clusters Score -5985840 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5986231.000000 Penalty: 5165.598633
	Iteration 2Q: 3 clusters Score -5986231 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5986581.500000 Penalty: 5165.598633
	Iteration 3Q: 3 clusters Score -5986582 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5986934.000000 Penalty: 5165.598633
	Iteration 4Q: 3 clusters Score -5986934 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5987252.000000 Penalty: 5165.598633
	Iteration 5Q: 3 clusters Score -5987252 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5987602.500000 Penalty: 5165.598633
	Iteration 6Q: 3 clusters Score -5987602 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -5987975.000000 Penalty: 5165.598633
	Iteration 7Q: 3 clusters Score -5987975 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -5988436.000000 Penalty: 5165.598633
	Iteration 8Q: 3 clusters Score -5988436 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -5988958.000000 Penalty: 5165.598633
	Iteration 9Q: 3 clusters Score -5988958 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5989742.500000 Penalty: 5165.598633
	Iteration 10Q: 3 clusters Score -5989742 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -5990732.000000 Penalty: 5165.598633
	Iteration 11Q: 3 clusters Score -5990732 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -5991950.500000 Penalty: 5165.598633
	Iteration 12Q: 3 clusters Score -5991950 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5993190.000000 Penalty: 5165.598633
	Iteration 13Q: 3 clusters Score -5993190 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -5994151.000000 Penalty: 5165.598633
	Iteration 14Q: 3 clusters Score -5994151 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -5994725.500000 Penalty: 5165.598633
	Iteration 15Q: 3 clusters Score -5994726 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -5995198.500000 Penalty: 5165.598633
	Iteration 16Q: 3 clusters Score -5995198 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -5995534.000000 Penalty: 5165.598633
	Iteration 17Q: 3 clusters Score -5995534 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -5995786.500000 Penalty: 5165.598633
	Iteration 18Q: 3 clusters Score -5995786 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5995999.000000 Penalty: 5165.598633
	Iteration 19Q: 3 clusters Score -5995999 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5996197.500000 Penalty: 5165.598633
	Iteration 20F: 3 clusters Score -5996198 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -5996322.000000 Penalty: 5165.598633
	Iteration 21Q: 3 clusters Score -5996322 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -5996411.500000 Penalty: 5165.598633
	Iteration 22Q: 3 clusters Score -5996412 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -5996505.500000 Penalty: 5165.598633
	Iteration 23Q: 3 clusters Score -5996506 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -5996582.000000 Penalty: 5165.598633
	Iteration 24Q: 3 clusters Score -5996582 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5996617.500000 Penalty: 5165.598633
	Iteration 25Q: 3 clusters Score -5996618 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -5996659.500000 Penalty: 5165.598633
	Iteration 26Q: 3 clusters Score -5996660 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -5996696.500000 Penalty: 5165.598633
	Iteration 27Q: 3 clusters Score -5996696 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5996724.500000 Penalty: 5165.598633
	Iteration 28Q: 3 clusters Score -5996724 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -5996768.000000 Penalty: 5165.598633
	Iteration 29Q: 3 clusters Score -5996768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -5996804.500000 Penalty: 5165.598633
	Iteration 30Q: 3 clusters Score -5996804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -5996840.000000 Penalty: 5165.598633
	Iteration 31Q: 3 clusters Score -5996840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -5996851.000000 Penalty: 5165.598633
	Iteration 32Q: 3 clusters Score -5996851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5996855.000000 Penalty: 5165.598633
	Iteration 33Q: 3 clusters Score -5996855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -5996858.500000 Penalty: 5165.598633
	Iteration 34Q: 3 clusters Score -5996858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5996875.000000 Penalty: 5165.598633
	Iteration 35Q: 3 clusters Score -5996875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5996886.500000 Penalty: 5165.598633
	Iteration 36Q: 3 clusters Score -5996886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5996900.500000 Penalty: 5165.598633
	Iteration 37Q: 3 clusters Score -5996900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5996895.500000 Penalty: 5165.598633
	Iteration 38Q: 3 clusters Score -5996896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -5996914.000000 Penalty: 5165.598633
	Iteration 39Q: 3 clusters Score -5996914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -5996911.000000 Penalty: 5165.598633
	Iteration 40F: 3 clusters Score -5996911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5996925.500000 Penalty: 5165.598633
	Iteration 41Q: 3 clusters Score -5996926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5996925.500000 Penalty: 5165.598633
	Iteration 42Q: 3 clusters Score -5996926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5996932.000000 Penalty: 5165.598633
	Iteration 43Q: 3 clusters Score -5996932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5996939.000000 Penalty: 5165.598633
	Iteration 44Q: 3 clusters Score -5996939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5996942.000000 Penalty: 5165.598633
	Iteration 45Q: 3 clusters Score -5996942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5996940.000000 Penalty: 5165.598633
	Iteration 46Q: 3 clusters Score -5996940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5996944.500000 Penalty: 5165.598633
	Iteration 47Q: 3 clusters Score -5996944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5996941.000000 Penalty: 5165.598633
	Iteration 48Q: 3 clusters Score -5996941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5996945.000000 Penalty: 5165.598633
	Iteration 49Q: 3 clusters Score -5996945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5996942.500000 Penalty: 5165.598633
	Iteration 50Q: 3 clusters Score -5996942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5996946.000000 Penalty: 5165.598633
	Iteration 51Q: 3 clusters Score -5996946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -5996946.000000 Penalty: 5165.598633
	Iteration 52Q: 3 clusters Score -5996946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -5996946.000000 Penalty: 5165.598633
	Iteration 53F: 3 clusters Score -5996946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Entering Unmasked Estep 
Score: -8598946.000000 Penalty: 2673.310303
	Iteration 0F: 2 clusters Score -8598946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8567699.000000 Penalty: 5346.620605
	Iteration 0F: 3 clusters Score -8567699 nChanged 22213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -8579816.000000 Penalty: 5346.620605
	Iteration 1F: 3 clusters Score -8579816 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8580366.000000 Penalty: 5346.620605
	Iteration 2Q: 3 clusters Score -8580366 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -8580949.000000 Penalty: 5346.620605
	Iteration 3Q: 3 clusters Score -8580949 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -8581674.000000 Penalty: 5346.620605
	Iteration 4Q: 3 clusters Score -8581674 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -8582512.000000 Penalty: 5346.620605
	Iteration 5Q: 3 clusters Score -8582512 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -8583621.000000 Penalty: 5346.620605
	Iteration 6Q: 3 clusters Score -8583621 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -8585044.000000 Penalty: 5346.620605
	Iteration 7F: 3 clusters Score -8585044 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -8586826.000000 Penalty: 5346.620605
	Iteration 8F: 3 clusters Score -8586826 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -8588979.000000 Penalty: 5346.620605
	Iteration 9F: 3 clusters Score -8588979 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -8591386.000000 Penalty: 5346.620605
	Iteration 10F: 3 clusters Score -8591386 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -8593516.000000 Penalty: 5346.620605
	Iteration 11F: 3 clusters Score -8593516 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8595050.000000 Penalty: 5346.620605
	Iteration 12Q: 3 clusters Score -8595050 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8596007.000000 Penalty: 5346.620605
	Iteration 13Q: 3 clusters Score -8596007 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8596496.000000 Penalty: 5346.620605
	Iteration 14Q: 3 clusters Score -8596496 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8596683.000000 Penalty: 5346.620605
	Iteration 15Q: 3 clusters Score -8596683 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8596828.000000 Penalty: 5346.620605
	Iteration 16Q: 3 clusters Score -8596828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8596910.000000 Penalty: 5346.620605
	Iteration 17Q: 3 clusters Score -8596910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8596933.000000 Penalty: 5346.620605
	Iteration 18Q: 3 clusters Score -8596933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8596974.000000 Penalty: 5346.620605
	Iteration 19Q: 3 clusters Score -8596974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8597003.000000 Penalty: 5346.620605
	Iteration 20F: 3 clusters Score -8597003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8597025.000000 Penalty: 5346.620605
	Iteration 21Q: 3 clusters Score -8597025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8597039.000000 Penalty: 5346.620605
	Iteration 22Q: 3 clusters Score -8597039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8597042.000000 Penalty: 5346.620605
	Iteration 23Q: 3 clusters Score -8597042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8597047.000000 Penalty: 5346.620605
	Iteration 24Q: 3 clusters Score -8597047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8597054.000000 Penalty: 5346.620605
	Iteration 25Q: 3 clusters Score -8597054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8597046.000000 Penalty: 5346.620605
	Iteration 26Q: 3 clusters Score -8597046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8597053.000000 Penalty: 5346.620605
	Iteration 27Q: 3 clusters Score -8597053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8597066.000000 Penalty: 5346.620605
	Iteration 28Q: 3 clusters Score -8597066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8597068.000000 Penalty: 5346.620605
	Iteration 29Q: 3 clusters Score -8597068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8597065.000000 Penalty: 5346.620605
	Iteration 30Q: 3 clusters Score -8597065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8597061.000000 Penalty: 5346.620605
	Iteration 31Q: 3 clusters Score -8597061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8597062.000000 Penalty: 5346.620605
	Iteration 32Q: 3 clusters Score -8597062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8597064.000000 Penalty: 5346.620605
	Iteration 33Q: 3 clusters Score -8597064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8597068.000000 Penalty: 5346.620605
	Iteration 34Q: 3 clusters Score -8597068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8597077.000000 Penalty: 5346.620605
	Iteration 35Q: 3 clusters Score -8597077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8597078.000000 Penalty: 5346.620605
	Iteration 36Q: 3 clusters Score -8597078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8597081.000000 Penalty: 5346.620605
	Iteration 37Q: 3 clusters Score -8597081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8597085.000000 Penalty: 5346.620605
	Iteration 38Q: 3 clusters Score -8597085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8597086.000000 Penalty: 5346.620605
	Iteration 39Q: 3 clusters Score -8597086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8597082.000000 Penalty: 5346.620605
	Iteration 40F: 3 clusters Score -8597082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8597095.000000 Penalty: 5346.620605
	Iteration 41Q: 3 clusters Score -8597095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8597097.000000 Penalty: 5346.620605
	Iteration 42Q: 3 clusters Score -8597097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8597096.000000 Penalty: 5346.620605
	Iteration 43Q: 3 clusters Score -8597096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8597101.000000 Penalty: 5346.620605
	Iteration 44Q: 3 clusters Score -8597101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8597098.000000 Penalty: 5346.620605
	Iteration 45Q: 3 clusters Score -8597098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8597102.000000 Penalty: 5346.620605
	Iteration 46Q: 3 clusters Score -8597102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8597100.000000 Penalty: 5346.620605
	Iteration 47Q: 3 clusters Score -8597100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8597106.000000 Penalty: 5346.620605
	Iteration 48Q: 3 clusters Score -8597106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8597111.000000 Penalty: 5346.620605
	Iteration 49Q: 3 clusters Score -8597111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8597110.000000 Penalty: 5346.620605
	Iteration 50Q: 3 clusters Score -8597110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8597112.000000 Penalty: 5346.620605
	Iteration 51Q: 3 clusters Score -8597112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8597112.000000 Penalty: 5346.620605
	Iteration 52F: 3 clusters Score -8597112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Entering Unmasked Estep 
Score: -10003765.000000 Penalty: 2709.516602
	Iteration 0F: 2 clusters Score -1.000376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -9973174.000000 Penalty: 5419.033203
	Iteration 0F: 3 clusters Score -9973174 nChanged 25680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -9987524.000000 Penalty: 5419.033203
	Iteration 1F: 3 clusters Score -9987524 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -9988022.000000 Penalty: 5419.033203
	Iteration 2Q: 3 clusters Score -9988022 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -9988542.000000 Penalty: 5419.033203
	Iteration 3Q: 3 clusters Score -9988542 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -9989071.000000 Penalty: 5419.033203
	Iteration 4Q: 3 clusters Score -9989071 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -9989562.000000 Penalty: 5419.033203
	Iteration 5Q: 3 clusters Score -9989562 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -9990308.000000 Penalty: 5419.033203
	Iteration 6Q: 3 clusters Score -9990308 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -9991032.000000 Penalty: 5419.033203
	Iteration 7Q: 3 clusters Score -9991032 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -9991960.000000 Penalty: 5419.033203
	Iteration 8Q: 3 clusters Score -9991960 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -9993151.000000 Penalty: 5419.033203
	Iteration 9Q: 3 clusters Score -9993151 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -9994549.000000 Penalty: 5419.033203
	Iteration 10Q: 3 clusters Score -9994549 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -9996168.000000 Penalty: 5419.033203
	Iteration 11F: 3 clusters Score -9996168 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -9998249.000000 Penalty: 5419.033203
	Iteration 12F: 3 clusters Score -9998249 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -10000481.000000 Penalty: 5419.033203
	Iteration 13F: 3 clusters Score -1.000048e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -10002489.000000 Penalty: 5419.033203
	Iteration 14Q: 3 clusters Score -1.000249e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -10003773.000000 Penalty: 5419.033203
	Iteration 15Q: 3 clusters Score -1.000377e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -10004501.000000 Penalty: 5419.033203
	Iteration 16Q: 3 clusters Score -1.00045e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -10004920.000000 Penalty: 5419.033203
	Iteration 17Q: 3 clusters Score -1.000492e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -10005210.000000 Penalty: 5419.033203
	Iteration 18Q: 3 clusters Score -1.000521e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -10005415.000000 Penalty: 5419.033203
	Iteration 19Q: 3 clusters Score -1.000542e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -10005621.000000 Penalty: 5419.033203
	Iteration 20F: 3 clusters Score -1.000562e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -10005802.000000 Penalty: 5419.033203
	Iteration 21Q: 3 clusters Score -1.00058e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -10005940.000000 Penalty: 5419.033203
	Iteration 22Q: 3 clusters Score -1.000594e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -10006021.000000 Penalty: 5419.033203
	Iteration 23Q: 3 clusters Score -1.000602e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -10006141.000000 Penalty: 5419.033203
	Iteration 24Q: 3 clusters Score -1.000614e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -10006266.000000 Penalty: 5419.033203
	Iteration 25Q: 3 clusters Score -1.000627e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -10006376.000000 Penalty: 5419.033203
	Iteration 26Q: 3 clusters Score -1.000638e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -10006431.000000 Penalty: 5419.033203
	Iteration 27Q: 3 clusters Score -1.000643e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -10006488.000000 Penalty: 5419.033203
	Iteration 28Q: 3 clusters Score -1.000649e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -10006514.000000 Penalty: 5419.033203
	Iteration 29Q: 3 clusters Score -1.000651e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -10006543.000000 Penalty: 5419.033203
	Iteration 30Q: 3 clusters Score -1.000654e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -10006566.000000 Penalty: 5419.033203
	Iteration 31Q: 3 clusters Score -1.000657e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -10006562.000000 Penalty: 5419.033203
	Iteration 32Q: 3 clusters Score -1.000656e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -10006589.000000 Penalty: 5419.033203
	Iteration 33Q: 3 clusters Score -1.000659e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -10006613.000000 Penalty: 5419.033203
	Iteration 34Q: 3 clusters Score -1.000661e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -10006596.000000 Penalty: 5419.033203
	Iteration 35Q: 3 clusters Score -1.00066e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -10006624.000000 Penalty: 5419.033203
	Iteration 36Q: 3 clusters Score -1.000662e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -10006628.000000 Penalty: 5419.033203
	Iteration 37Q: 3 clusters Score -1.000663e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -10006654.000000 Penalty: 5419.033203
	Iteration 38Q: 3 clusters Score -1.000665e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -10006655.000000 Penalty: 5419.033203
	Iteration 39Q: 3 clusters Score -1.000666e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -10006660.000000 Penalty: 5419.033203
	Iteration 40F: 3 clusters Score -1.000666e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -10006669.000000 Penalty: 5419.033203
	Iteration 41Q: 3 clusters Score -1.000667e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -10006659.000000 Penalty: 5419.033203
	Iteration 42Q: 3 clusters Score -1.000666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -10006670.000000 Penalty: 5419.033203
	Iteration 43Q: 3 clusters Score -1.000667e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -10006667.000000 Penalty: 5419.033203
	Iteration 44Q: 3 clusters Score -1.000667e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -10006667.000000 Penalty: 5419.033203
	Iteration 45Q: 3 clusters Score -1.000667e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -10006648.000000 Penalty: 5419.033203
	Iteration 46Q: 3 clusters Score -1.000665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -10006670.000000 Penalty: 5419.033203
	Iteration 47Q: 3 clusters Score -1.000667e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -10006658.000000 Penalty: 5419.033203
	Iteration 48Q: 3 clusters Score -1.000666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -10006646.000000 Penalty: 5419.033203
	Iteration 49Q: 3 clusters Score -1.000665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -10006630.000000 Penalty: 5419.033203
	Iteration 50Q: 3 clusters Score -1.000663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -10006644.000000 Penalty: 5419.033203
	Iteration 51Q: 3 clusters Score -1.000664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -10006632.000000 Penalty: 5419.033203
	Iteration 52Q: 3 clusters Score -1.000663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -10006637.000000 Penalty: 5419.033203
	Iteration 53Q: 3 clusters Score -1.000664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -10006637.000000 Penalty: 5419.033203
	Iteration 54Q: 3 clusters Score -1.000664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -10006637.000000 Penalty: 5419.033203
	Iteration 55Q: 3 clusters Score -1.000664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -10006642.000000 Penalty: 5419.033203
	Iteration 56Q: 3 clusters Score -1.000664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -10006638.000000 Penalty: 5419.033203
	Iteration 57Q: 3 clusters Score -1.000664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -10006640.000000 Penalty: 5419.033203
	Iteration 58Q: 3 clusters Score -1.000664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -10006640.000000 Penalty: 5419.033203
	Iteration 59Q: 3 clusters Score -1.000664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -10006642.000000 Penalty: 5419.033203
	Iteration 60F: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -10006644.000000 Penalty: 5419.033203
	Iteration 61Q: 3 clusters Score -1.000664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -10006642.000000 Penalty: 5419.033203
	Iteration 62Q: 3 clusters Score -1.000664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -10006632.000000 Penalty: 5419.033203
	Iteration 63Q: 3 clusters Score -1.000663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -10006633.000000 Penalty: 5419.033203
	Iteration 64Q: 3 clusters Score -1.000663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -10006642.000000 Penalty: 5419.033203
	Iteration 65Q: 3 clusters Score -1.000664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -10006646.000000 Penalty: 5419.033203
	Iteration 66Q: 3 clusters Score -1.000665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -10006647.000000 Penalty: 5419.033203
	Iteration 67Q: 3 clusters Score -1.000665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -10006649.000000 Penalty: 5419.033203
	Iteration 68Q: 3 clusters Score -1.000665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -10006649.000000 Penalty: 5419.033203
	Iteration 69Q: 3 clusters Score -1.000665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -10006650.000000 Penalty: 5419.033203
	Iteration 70Q: 3 clusters Score -1.000665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -10006646.000000 Penalty: 5419.033203
	Iteration 71Q: 3 clusters Score -1.000665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -10006642.000000 Penalty: 5419.033203
	Iteration 72Q: 3 clusters Score -1.000664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -10006642.000000 Penalty: 5419.033203
	Iteration 73F: 3 clusters Score -1.000664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 40400 members 
Mstep: Class 9 contains 47574 members 
Mstep: Class 10 contains 50177 members 
Mstep: Class 11 contains 33340 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 25174 members 
Mstep: Class 14 contains 39424 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 18548 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 43929 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37564 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39725 members 
Mstep: Class 29 contains 41144 members 
Mstep: Class 30 contains 48460 members 
Mstep: Class 31 contains 5990 members 
Mstep: Class 32 contains 42184 members 
Mstep: Class 33 contains 42946 members 
Mstep: Class 34 contains 42565 members 
Mstep: Class 35 contains 42768 members 
Mstep: Class 36 contains 8127 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43231 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43193 members 
Mstep: Class 44 contains 30400 members 
Entering Unmasked Estep 
Score: -196435728.000000 Penalty: 152010.671875
Splitting cluster 13 changes total score from -196434400.000000 to -196435728.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 14 (39424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Entering Unmasked Estep 
Score: -7013761.000000 Penalty: 2624.368408
	Iteration 0F: 2 clusters Score -7013761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -6987289.500000 Penalty: 5248.736816
	Iteration 0F: 3 clusters Score -6987290 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -6997088.500000 Penalty: 5248.736816
	Iteration 1F: 3 clusters Score -6997088 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -6997945.500000 Penalty: 5248.736816
	Iteration 2Q: 3 clusters Score -6997946 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -6999196.500000 Penalty: 5248.736816
	Iteration 3F: 3 clusters Score -6999196 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -7001178.500000 Penalty: 5248.736816
	Iteration 4F: 3 clusters Score -7001178 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -7003730.500000 Penalty: 5248.736816
	Iteration 5F: 3 clusters Score -7003730 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -7006245.500000 Penalty: 5248.736816
	Iteration 6F: 3 clusters Score -7006246 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -7008317.000000 Penalty: 5248.736816
	Iteration 7F: 3 clusters Score -7008317 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -7009794.000000 Penalty: 5248.736816
	Iteration 8Q: 3 clusters Score -7009794 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -7010691.500000 Penalty: 5248.736816
	Iteration 9Q: 3 clusters Score -7010692 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7011116.000000 Penalty: 5248.736816
	Iteration 10Q: 3 clusters Score -7011116 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7011336.500000 Penalty: 5248.736816
	Iteration 11Q: 3 clusters Score -7011336 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7011505.000000 Penalty: 5248.736816
	Iteration 12Q: 3 clusters Score -7011505 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7011617.500000 Penalty: 5248.736816
	Iteration 13Q: 3 clusters Score -7011618 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7011678.500000 Penalty: 5248.736816
	Iteration 14Q: 3 clusters Score -7011678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7011741.000000 Penalty: 5248.736816
	Iteration 15Q: 3 clusters Score -7011741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7011794.500000 Penalty: 5248.736816
	Iteration 16Q: 3 clusters Score -7011794 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7011819.000000 Penalty: 5248.736816
	Iteration 17Q: 3 clusters Score -7011819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7011828.000000 Penalty: 5248.736816
	Iteration 18Q: 3 clusters Score -7011828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7011854.500000 Penalty: 5248.736816
	Iteration 19Q: 3 clusters Score -7011854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7011867.000000 Penalty: 5248.736816
	Iteration 20F: 3 clusters Score -7011867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7011868.500000 Penalty: 5248.736816
	Iteration 21Q: 3 clusters Score -7011868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7011878.000000 Penalty: 5248.736816
	Iteration 22Q: 3 clusters Score -7011878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7011903.000000 Penalty: 5248.736816
	Iteration 23Q: 3 clusters Score -7011903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7011911.000000 Penalty: 5248.736816
	Iteration 24Q: 3 clusters Score -7011911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7011937.500000 Penalty: 5248.736816
	Iteration 25Q: 3 clusters Score -7011938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7011951.000000 Penalty: 5248.736816
	Iteration 26Q: 3 clusters Score -7011951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7011956.500000 Penalty: 5248.736816
	Iteration 27Q: 3 clusters Score -7011956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7011955.500000 Penalty: 5248.736816
	Iteration 28Q: 3 clusters Score -7011956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7011983.500000 Penalty: 5248.736816
	Iteration 29Q: 3 clusters Score -7011984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7011971.000000 Penalty: 5248.736816
	Iteration 30Q: 3 clusters Score -7011971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7011988.000000 Penalty: 5248.736816
	Iteration 31Q: 3 clusters Score -7011988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7012001.500000 Penalty: 5248.736816
	Iteration 32Q: 3 clusters Score -7012002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7012016.000000 Penalty: 5248.736816
	Iteration 33Q: 3 clusters Score -7012016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7012033.500000 Penalty: 5248.736816
	Iteration 34Q: 3 clusters Score -7012034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7012049.000000 Penalty: 5248.736816
	Iteration 35Q: 3 clusters Score -7012049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7012049.500000 Penalty: 5248.736816
	Iteration 36Q: 3 clusters Score -7012050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7012053.000000 Penalty: 5248.736816
	Iteration 37Q: 3 clusters Score -7012053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7012047.000000 Penalty: 5248.736816
	Iteration 38Q: 3 clusters Score -7012047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7012062.000000 Penalty: 5248.736816
	Iteration 39Q: 3 clusters Score -7012062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7012065.000000 Penalty: 5248.736816
	Iteration 40F: 3 clusters Score -7012065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7012071.000000 Penalty: 5248.736816
	Iteration 41Q: 3 clusters Score -7012071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7012070.000000 Penalty: 5248.736816
	Iteration 42Q: 3 clusters Score -7012070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7012079.000000 Penalty: 5248.736816
	Iteration 43Q: 3 clusters Score -7012079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7012075.000000 Penalty: 5248.736816
	Iteration 44Q: 3 clusters Score -7012075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7012075.000000 Penalty: 5248.736816
	Iteration 45F: 3 clusters Score -7012075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Entering Unmasked Estep 
Score: -7914372.500000 Penalty: 2652.766357
	Iteration 0F: 2 clusters Score -7914372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -7885033.500000 Penalty: 5305.532715
	Iteration 0F: 3 clusters Score -7885034 nChanged 20306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -7896219.000000 Penalty: 5305.532715
	Iteration 1F: 3 clusters Score -7896219 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -7896759.500000 Penalty: 5305.532715
	Iteration 2Q: 3 clusters Score -7896760 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -7897232.000000 Penalty: 5305.532715
	Iteration 3Q: 3 clusters Score -7897232 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -7897805.500000 Penalty: 5305.532715
	Iteration 4Q: 3 clusters Score -7897806 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7898459.500000 Penalty: 5305.532715
	Iteration 5Q: 3 clusters Score -7898460 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -7899151.500000 Penalty: 5305.532715
	Iteration 6Q: 3 clusters Score -7899152 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7900038.000000 Penalty: 5305.532715
	Iteration 7Q: 3 clusters Score -7900038 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -7900890.500000 Penalty: 5305.532715
	Iteration 8Q: 3 clusters Score -7900890 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -7901808.500000 Penalty: 5305.532715
	Iteration 9Q: 3 clusters Score -7901808 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -7902813.500000 Penalty: 5305.532715
	Iteration 10Q: 3 clusters Score -7902814 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -7903779.500000 Penalty: 5305.532715
	Iteration 11Q: 3 clusters Score -7903780 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -7904740.000000 Penalty: 5305.532715
	Iteration 12Q: 3 clusters Score -7904740 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -7905585.500000 Penalty: 5305.532715
	Iteration 13Q: 3 clusters Score -7905586 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -7906201.000000 Penalty: 5305.532715
	Iteration 14Q: 3 clusters Score -7906201 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -7906613.000000 Penalty: 5305.532715
	Iteration 15Q: 3 clusters Score -7906613 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -7906912.000000 Penalty: 5305.532715
	Iteration 16Q: 3 clusters Score -7906912 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -7907075.500000 Penalty: 5305.532715
	Iteration 17Q: 3 clusters Score -7907076 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -7907258.000000 Penalty: 5305.532715
	Iteration 18Q: 3 clusters Score -7907258 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -7907415.500000 Penalty: 5305.532715
	Iteration 19Q: 3 clusters Score -7907416 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -7907607.000000 Penalty: 5305.532715
	Iteration 20F: 3 clusters Score -7907607 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -7907869.000000 Penalty: 5305.532715
	Iteration 21Q: 3 clusters Score -7907869 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -7908036.000000 Penalty: 5305.532715
	Iteration 22Q: 3 clusters Score -7908036 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -7908262.000000 Penalty: 5305.532715
	Iteration 23Q: 3 clusters Score -7908262 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -7908498.000000 Penalty: 5305.532715
	Iteration 24Q: 3 clusters Score -7908498 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -7908727.000000 Penalty: 5305.532715
	Iteration 25Q: 3 clusters Score -7908727 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -7908911.500000 Penalty: 5305.532715
	Iteration 26Q: 3 clusters Score -7908912 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -7909074.500000 Penalty: 5305.532715
	Iteration 27Q: 3 clusters Score -7909074 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -7909254.000000 Penalty: 5305.532715
	Iteration 28Q: 3 clusters Score -7909254 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -7909447.500000 Penalty: 5305.532715
	Iteration 29Q: 3 clusters Score -7909448 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -7909631.500000 Penalty: 5305.532715
	Iteration 30Q: 3 clusters Score -7909632 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -7909868.000000 Penalty: 5305.532715
	Iteration 31Q: 3 clusters Score -7909868 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -7910012.500000 Penalty: 5305.532715
	Iteration 32Q: 3 clusters Score -7910012 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -7910255.000000 Penalty: 5305.532715
	Iteration 33Q: 3 clusters Score -7910255 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -7910497.500000 Penalty: 5305.532715
	Iteration 34Q: 3 clusters Score -7910498 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -7910687.500000 Penalty: 5305.532715
	Iteration 35Q: 3 clusters Score -7910688 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -7910858.500000 Penalty: 5305.532715
	Iteration 36Q: 3 clusters Score -7910858 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -7911044.000000 Penalty: 5305.532715
	Iteration 37Q: 3 clusters Score -7911044 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7911192.500000 Penalty: 5305.532715
	Iteration 38Q: 3 clusters Score -7911192 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -7911311.500000 Penalty: 5305.532715
	Iteration 39Q: 3 clusters Score -7911312 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -7911441.500000 Penalty: 5305.532715
	Iteration 40F: 3 clusters Score -7911442 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -7911558.000000 Penalty: 5305.532715
	Iteration 41Q: 3 clusters Score -7911558 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -7911657.500000 Penalty: 5305.532715
	Iteration 42Q: 3 clusters Score -7911658 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -7911764.000000 Penalty: 5305.532715
	Iteration 43Q: 3 clusters Score -7911764 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7911876.000000 Penalty: 5305.532715
	Iteration 44Q: 3 clusters Score -7911876 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -7911961.000000 Penalty: 5305.532715
	Iteration 45Q: 3 clusters Score -7911961 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7912032.000000 Penalty: 5305.532715
	Iteration 46Q: 3 clusters Score -7912032 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7912129.000000 Penalty: 5305.532715
	Iteration 47Q: 3 clusters Score -7912129 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7912188.500000 Penalty: 5305.532715
	Iteration 48Q: 3 clusters Score -7912188 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7912281.500000 Penalty: 5305.532715
	Iteration 49Q: 3 clusters Score -7912282 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7912339.500000 Penalty: 5305.532715
	Iteration 50Q: 3 clusters Score -7912340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7912378.000000 Penalty: 5305.532715
	Iteration 51Q: 3 clusters Score -7912378 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7912416.000000 Penalty: 5305.532715
	Iteration 52Q: 3 clusters Score -7912416 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7912451.000000 Penalty: 5305.532715
	Iteration 53Q: 3 clusters Score -7912451 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7912464.000000 Penalty: 5305.532715
	Iteration 54Q: 3 clusters Score -7912464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7912475.000000 Penalty: 5305.532715
	Iteration 55Q: 3 clusters Score -7912475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7912487.000000 Penalty: 5305.532715
	Iteration 56Q: 3 clusters Score -7912487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7912509.500000 Penalty: 5305.532715
	Iteration 57Q: 3 clusters Score -7912510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7912522.500000 Penalty: 5305.532715
	Iteration 58Q: 3 clusters Score -7912522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7912556.500000 Penalty: 5305.532715
	Iteration 59Q: 3 clusters Score -7912556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7912555.500000 Penalty: 5305.532715
	Iteration 60F: 3 clusters Score -7912556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7912565.500000 Penalty: 5305.532715
	Iteration 61Q: 3 clusters Score -7912566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7912559.500000 Penalty: 5305.532715
	Iteration 62Q: 3 clusters Score -7912560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7912578.500000 Penalty: 5305.532715
	Iteration 63Q: 3 clusters Score -7912578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7912583.500000 Penalty: 5305.532715
	Iteration 64Q: 3 clusters Score -7912584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7912589.000000 Penalty: 5305.532715
	Iteration 65Q: 3 clusters Score -7912589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7912599.000000 Penalty: 5305.532715
	Iteration 66Q: 3 clusters Score -7912599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7912608.500000 Penalty: 5305.532715
	Iteration 67Q: 3 clusters Score -7912608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7912599.000000 Penalty: 5305.532715
	Iteration 68Q: 3 clusters Score -7912599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7912600.000000 Penalty: 5305.532715
	Iteration 69Q: 3 clusters Score -7912600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7912597.500000 Penalty: 5305.532715
	Iteration 70Q: 3 clusters Score -7912598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7912601.000000 Penalty: 5305.532715
	Iteration 71Q: 3 clusters Score -7912601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7912592.500000 Penalty: 5305.532715
	Iteration 72Q: 3 clusters Score -7912592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7912598.000000 Penalty: 5305.532715
	Iteration 73Q: 3 clusters Score -7912598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7912600.000000 Penalty: 5305.532715
	Iteration 74Q: 3 clusters Score -7912600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7912601.000000 Penalty: 5305.532715
	Iteration 75Q: 3 clusters Score -7912601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7912602.000000 Penalty: 5305.532715
	Iteration 76Q: 3 clusters Score -7912602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7912605.500000 Penalty: 5305.532715
	Iteration 77Q: 3 clusters Score -7912606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7912600.000000 Penalty: 5305.532715
	Iteration 78Q: 3 clusters Score -7912600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7912600.500000 Penalty: 5305.532715
	Iteration 79Q: 3 clusters Score -7912600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7912608.500000 Penalty: 5305.532715
	Iteration 80F: 3 clusters Score -7912608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7912612.000000 Penalty: 5305.532715
	Iteration 81Q: 3 clusters Score -7912612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7912612.500000 Penalty: 5305.532715
	Iteration 82Q: 3 clusters Score -7912612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7912607.000000 Penalty: 5305.532715
	Iteration 83Q: 3 clusters Score -7912607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7912609.000000 Penalty: 5305.532715
	Iteration 84Q: 3 clusters Score -7912609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7912612.500000 Penalty: 5305.532715
	Iteration 85Q: 3 clusters Score -7912612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7912613.000000 Penalty: 5305.532715
	Iteration 86Q: 3 clusters Score -7912613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7912613.000000 Penalty: 5305.532715
	Iteration 87F: 3 clusters Score -7912613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Entering Unmasked Estep 
Score: -6370232.000000 Penalty: 2601.007812
	Iteration 0F: 2 clusters Score -6370232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -6345997.000000 Penalty: 5202.015625
	Iteration 0F: 3 clusters Score -6345997 nChanged 16383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -6355070.000000 Penalty: 5202.015625
	Iteration 1F: 3 clusters Score -6355070 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -6355735.500000 Penalty: 5202.015625
	Iteration 2F: 3 clusters Score -6355736 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -6356517.000000 Penalty: 5202.015625
	Iteration 3F: 3 clusters Score -6356517 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -6357574.000000 Penalty: 5202.015625
	Iteration 4F: 3 clusters Score -6357574 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -6358989.500000 Penalty: 5202.015625
	Iteration 5F: 3 clusters Score -6358990 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -6360676.500000 Penalty: 5202.015625
	Iteration 6F: 3 clusters Score -6360676 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -6362524.000000 Penalty: 5202.015625
	Iteration 7F: 3 clusters Score -6362524 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6364281.000000 Penalty: 5202.015625
	Iteration 8F: 3 clusters Score -6364281 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6365782.000000 Penalty: 5202.015625
	Iteration 9Q: 3 clusters Score -6365782 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6366822.000000 Penalty: 5202.015625
	Iteration 10Q: 3 clusters Score -6366822 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6367552.500000 Penalty: 5202.015625
	Iteration 11Q: 3 clusters Score -6367552 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6367954.500000 Penalty: 5202.015625
	Iteration 12Q: 3 clusters Score -6367954 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6368157.000000 Penalty: 5202.015625
	Iteration 13Q: 3 clusters Score -6368157 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6368247.000000 Penalty: 5202.015625
	Iteration 14Q: 3 clusters Score -6368247 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6368318.500000 Penalty: 5202.015625
	Iteration 15Q: 3 clusters Score -6368318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6368360.000000 Penalty: 5202.015625
	Iteration 16Q: 3 clusters Score -6368360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6368386.000000 Penalty: 5202.015625
	Iteration 17Q: 3 clusters Score -6368386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6368430.500000 Penalty: 5202.015625
	Iteration 18Q: 3 clusters Score -6368430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6368436.000000 Penalty: 5202.015625
	Iteration 19Q: 3 clusters Score -6368436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6368452.000000 Penalty: 5202.015625
	Iteration 20F: 3 clusters Score -6368452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6368453.000000 Penalty: 5202.015625
	Iteration 21Q: 3 clusters Score -6368453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6368451.500000 Penalty: 5202.015625
	Iteration 22Q: 3 clusters Score -6368452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6368462.000000 Penalty: 5202.015625
	Iteration 23Q: 3 clusters Score -6368462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6368460.000000 Penalty: 5202.015625
	Iteration 24Q: 3 clusters Score -6368460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6368462.500000 Penalty: 5202.015625
	Iteration 25Q: 3 clusters Score -6368462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6368464.500000 Penalty: 5202.015625
	Iteration 26Q: 3 clusters Score -6368464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6368463.500000 Penalty: 5202.015625
	Iteration 27Q: 3 clusters Score -6368464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6368463.500000 Penalty: 5202.015625
	Iteration 28F: 3 clusters Score -6368464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Entering Unmasked Estep 
Score: -3219910.500000 Penalty: 2437.373047
	Iteration 0F: 2 clusters Score -3219910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3206830.000000 Penalty: 4874.746094
	Iteration 0F: 3 clusters Score -3206830 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3211134.250000 Penalty: 4874.746094
	Iteration 1F: 3 clusters Score -3211134 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3211524.000000 Penalty: 4874.746094
	Iteration 2F: 3 clusters Score -3211524 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3211838.500000 Penalty: 4874.746094
	Iteration 3Q: 3 clusters Score -3211838 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3212086.500000 Penalty: 4874.746094
	Iteration 4Q: 3 clusters Score -3212086 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3212292.500000 Penalty: 4874.746094
	Iteration 5Q: 3 clusters Score -3212292 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3212497.000000 Penalty: 4874.746094
	Iteration 6Q: 3 clusters Score -3212497 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3212739.750000 Penalty: 4874.746094
	Iteration 7Q: 3 clusters Score -3212740 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3213013.000000 Penalty: 4874.746094
	Iteration 8Q: 3 clusters Score -3213013 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3213354.500000 Penalty: 4874.746094
	Iteration 9Q: 3 clusters Score -3213354 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3213770.250000 Penalty: 4874.746094
	Iteration 10Q: 3 clusters Score -3213770 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3214335.000000 Penalty: 4874.746094
	Iteration 11Q: 3 clusters Score -3214335 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3215034.750000 Penalty: 4874.746094
	Iteration 12F: 3 clusters Score -3215035 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3215877.500000 Penalty: 4874.746094
	Iteration 13F: 3 clusters Score -3215878 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3216642.750000 Penalty: 4874.746094
	Iteration 14Q: 3 clusters Score -3216643 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3217163.500000 Penalty: 4874.746094
	Iteration 15Q: 3 clusters Score -3217164 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3217482.250000 Penalty: 4874.746094
	Iteration 16Q: 3 clusters Score -3217482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3217646.750000 Penalty: 4874.746094
	Iteration 17Q: 3 clusters Score -3217647 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3217774.250000 Penalty: 4874.746094
	Iteration 18Q: 3 clusters Score -3217774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3217848.250000 Penalty: 4874.746094
	Iteration 19Q: 3 clusters Score -3217848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3217891.250000 Penalty: 4874.746094
	Iteration 20F: 3 clusters Score -3217891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3217901.750000 Penalty: 4874.746094
	Iteration 21Q: 3 clusters Score -3217902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3217919.750000 Penalty: 4874.746094
	Iteration 22Q: 3 clusters Score -3217920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3217938.750000 Penalty: 4874.746094
	Iteration 23Q: 3 clusters Score -3217939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3217954.500000 Penalty: 4874.746094
	Iteration 24Q: 3 clusters Score -3217954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3217965.500000 Penalty: 4874.746094
	Iteration 25Q: 3 clusters Score -3217966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3217976.000000 Penalty: 4874.746094
	Iteration 26Q: 3 clusters Score -3217976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3217990.750000 Penalty: 4874.746094
	Iteration 27Q: 3 clusters Score -3217991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3217991.500000 Penalty: 4874.746094
	Iteration 28Q: 3 clusters Score -3217992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3217999.500000 Penalty: 4874.746094
	Iteration 29Q: 3 clusters Score -3218000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3218004.000000 Penalty: 4874.746094
	Iteration 30Q: 3 clusters Score -3218004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3218010.750000 Penalty: 4874.746094
	Iteration 31Q: 3 clusters Score -3218011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3218018.500000 Penalty: 4874.746094
	Iteration 32Q: 3 clusters Score -3218018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3218021.750000 Penalty: 4874.746094
	Iteration 33Q: 3 clusters Score -3218022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3218025.000000 Penalty: 4874.746094
	Iteration 34Q: 3 clusters Score -3218025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3218021.000000 Penalty: 4874.746094
	Iteration 35Q: 3 clusters Score -3218021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3218024.250000 Penalty: 4874.746094
	Iteration 36Q: 3 clusters Score -3218024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3218024.250000 Penalty: 4874.746094
	Iteration 37F: 3 clusters Score -3218024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -607061.875000 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -607061.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -603447.312500 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -603447.3 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -604289.750000 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -604289.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -604488.250000 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -604488.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -604591.000000 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -604591 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -604681.000000 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -604681 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -604771.750000 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -604771.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -604850.125000 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -604850.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -604927.437500 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -604927.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -604995.187500 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -604995.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -605057.375000 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -605057.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -605110.187500 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -605110.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -605175.812500 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -605175.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -605252.375000 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -605252.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -605326.625000 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -605326.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -605386.812500 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -605386.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -605433.250000 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -605433.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -605477.500000 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -605477.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -605512.250000 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -605512.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -605547.562500 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -605547.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -605586.062500 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -605586.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -605614.500000 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -605614.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -605633.125000 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -605633.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -605647.500000 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -605647.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -605658.125000 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -605658.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -605662.687500 Penalty: 4056.604736
	Iteration 24Q: 3 clusters Score -605662.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -605667.750000 Penalty: 4056.604736
	Iteration 25Q: 3 clusters Score -605667.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -605672.187500 Penalty: 4056.604736
	Iteration 26Q: 3 clusters Score -605672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -605673.437500 Penalty: 4056.604736
	Iteration 27Q: 3 clusters Score -605673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -605674.437500 Penalty: 4056.604736
	Iteration 28Q: 3 clusters Score -605674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -605675.687500 Penalty: 4056.604736
	Iteration 29Q: 3 clusters Score -605675.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -605677.125000 Penalty: 4056.604736
	Iteration 30Q: 3 clusters Score -605677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -605677.125000 Penalty: 4056.604736
	Iteration 31F: 3 clusters Score -605677.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -101951.687500 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -101951.7 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 300 members 
Entering Unmasked Estep 
Score: -100299.562500 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -100299.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100501.421875 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -100501.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -100554.265625 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -100554.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -100580.945312 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -100580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100599.804688 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -100599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100612.296875 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -100612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100618.195312 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -100618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100621.234375 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -100621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100650.406250 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -100650.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100724.054688 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -100724.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100788.585938 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -100788.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100903.125000 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -100903.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100960.609375 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -100960.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100990.640625 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -100990.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101019.664062 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -101019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101037.859375 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -101037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101068.437500 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -101068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101095.968750 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -101096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101108.562500 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -101108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101117.882812 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -101117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101123.109375 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -101123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101127.679688 Penalty: 3178.630371
	Iteration 21Q: 3 clusters Score -101127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101133.265625 Penalty: 3178.630371
	Iteration 22Q: 3 clusters Score -101133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101135.203125 Penalty: 3178.630371
	Iteration 23Q: 3 clusters Score -101135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101137.585938 Penalty: 3178.630371
	Iteration 24Q: 3 clusters Score -101137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101137.585938 Penalty: 3178.630371
	Iteration 25F: 3 clusters Score -101137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39506.933594 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39506.93 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39746.585938 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39746.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39851.468750 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -39851.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39865.128906 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -39865.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39875.468750 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -39875.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39903.757812 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -39903.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39904.863281 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -39904.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39913.164062 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -39913.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39916.531250 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -39916.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39916.531250 Penalty: 3004.165039
	Iteration 9F: 3 clusters Score -39916.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -1171661.750000 Penalty: 2179.041260
	Iteration 0F: 2 clusters Score -1171662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1166165.875000 Penalty: 4358.082520
	Iteration 0F: 3 clusters Score -1166166 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1167724.500000 Penalty: 4358.082520
	Iteration 1F: 3 clusters Score -1167724 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1168093.500000 Penalty: 4358.082520
	Iteration 2F: 3 clusters Score -1168094 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1168374.250000 Penalty: 4358.082520
	Iteration 3F: 3 clusters Score -1168374 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1168639.000000 Penalty: 4358.082520
	Iteration 4F: 3 clusters Score -1168639 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1168885.500000 Penalty: 4358.082520
	Iteration 5F: 3 clusters Score -1168886 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1169082.500000 Penalty: 4358.082520
	Iteration 6Q: 3 clusters Score -1169082 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1169239.500000 Penalty: 4358.082520
	Iteration 7Q: 3 clusters Score -1169240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1169379.000000 Penalty: 4358.082520
	Iteration 8Q: 3 clusters Score -1169379 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1169488.875000 Penalty: 4358.082520
	Iteration 9Q: 3 clusters Score -1169489 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1169574.125000 Penalty: 4358.082520
	Iteration 10Q: 3 clusters Score -1169574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1169632.250000 Penalty: 4358.082520
	Iteration 11Q: 3 clusters Score -1169632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1169698.375000 Penalty: 4358.082520
	Iteration 12Q: 3 clusters Score -1169698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1169782.000000 Penalty: 4358.082520
	Iteration 13Q: 3 clusters Score -1169782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1169839.000000 Penalty: 4358.082520
	Iteration 14Q: 3 clusters Score -1169839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1169882.125000 Penalty: 4358.082520
	Iteration 15Q: 3 clusters Score -1169882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1169913.500000 Penalty: 4358.082520
	Iteration 16Q: 3 clusters Score -1169914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1169931.375000 Penalty: 4358.082520
	Iteration 17Q: 3 clusters Score -1169931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1169943.250000 Penalty: 4358.082520
	Iteration 18Q: 3 clusters Score -1169943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1169957.500000 Penalty: 4358.082520
	Iteration 19Q: 3 clusters Score -1169958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1169967.250000 Penalty: 4358.082520
	Iteration 20F: 3 clusters Score -1169967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1169979.250000 Penalty: 4358.082520
	Iteration 21Q: 3 clusters Score -1169979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1169986.875000 Penalty: 4358.082520
	Iteration 22Q: 3 clusters Score -1169987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1169992.500000 Penalty: 4358.082520
	Iteration 23Q: 3 clusters Score -1169992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1169999.500000 Penalty: 4358.082520
	Iteration 24Q: 3 clusters Score -1170000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1170007.375000 Penalty: 4358.082520
	Iteration 25Q: 3 clusters Score -1170007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1170014.000000 Penalty: 4358.082520
	Iteration 26Q: 3 clusters Score -1170014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1170019.000000 Penalty: 4358.082520
	Iteration 27Q: 3 clusters Score -1170019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1170029.625000 Penalty: 4358.082520
	Iteration 28Q: 3 clusters Score -1170030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1170035.125000 Penalty: 4358.082520
	Iteration 29Q: 3 clusters Score -1170035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1170039.875000 Penalty: 4358.082520
	Iteration 30Q: 3 clusters Score -1170040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1170044.500000 Penalty: 4358.082520
	Iteration 31Q: 3 clusters Score -1170044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1170050.250000 Penalty: 4358.082520
	Iteration 32Q: 3 clusters Score -1170050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1170050.375000 Penalty: 4358.082520
	Iteration 33Q: 3 clusters Score -1170050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1170055.500000 Penalty: 4358.082520
	Iteration 34Q: 3 clusters Score -1170056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1170059.250000 Penalty: 4358.082520
	Iteration 35Q: 3 clusters Score -1170059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1170063.500000 Penalty: 4358.082520
	Iteration 36Q: 3 clusters Score -1170064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1170065.750000 Penalty: 4358.082520
	Iteration 37Q: 3 clusters Score -1170066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1170065.750000 Penalty: 4358.082520
	Iteration 38Q: 3 clusters Score -1170066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1170066.375000 Penalty: 4358.082520
	Iteration 39Q: 3 clusters Score -1170066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1170066.375000 Penalty: 4358.082520
	Iteration 40F: 3 clusters Score -1170066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Entering Unmasked Estep 
Score: -2345160.750000 Penalty: 2355.224121
	Iteration 0F: 2 clusters Score -2345161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2335348.750000 Penalty: 4710.448242
	Iteration 0F: 3 clusters Score -2335349 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2338315.750000 Penalty: 4710.448242
	Iteration 1F: 3 clusters Score -2338316 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2338660.250000 Penalty: 4710.448242
	Iteration 2F: 3 clusters Score -2338660 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2339015.500000 Penalty: 4710.448242
	Iteration 3F: 3 clusters Score -2339016 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2339472.000000 Penalty: 4710.448242
	Iteration 4F: 3 clusters Score -2339472 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2339979.250000 Penalty: 4710.448242
	Iteration 5Q: 3 clusters Score -2339979 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2340474.250000 Penalty: 4710.448242
	Iteration 6F: 3 clusters Score -2340474 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2340907.500000 Penalty: 4710.448242
	Iteration 7Q: 3 clusters Score -2340908 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2341327.000000 Penalty: 4710.448242
	Iteration 8Q: 3 clusters Score -2341327 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2341716.750000 Penalty: 4710.448242
	Iteration 9Q: 3 clusters Score -2341717 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2342225.750000 Penalty: 4710.448242
	Iteration 10F: 3 clusters Score -2342226 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2342790.250000 Penalty: 4710.448242
	Iteration 11F: 3 clusters Score -2342790 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2343351.500000 Penalty: 4710.448242
	Iteration 12F: 3 clusters Score -2343352 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2343823.750000 Penalty: 4710.448242
	Iteration 13Q: 3 clusters Score -2343824 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2344144.000000 Penalty: 4710.448242
	Iteration 14Q: 3 clusters Score -2344144 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2344361.750000 Penalty: 4710.448242
	Iteration 15Q: 3 clusters Score -2344362 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2344509.250000 Penalty: 4710.448242
	Iteration 16Q: 3 clusters Score -2344509 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2344582.500000 Penalty: 4710.448242
	Iteration 17Q: 3 clusters Score -2344582 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2344655.250000 Penalty: 4710.448242
	Iteration 18Q: 3 clusters Score -2344655 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2344707.500000 Penalty: 4710.448242
	Iteration 19Q: 3 clusters Score -2344708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2344738.750000 Penalty: 4710.448242
	Iteration 20F: 3 clusters Score -2344739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2344760.250000 Penalty: 4710.448242
	Iteration 21Q: 3 clusters Score -2344760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2344774.000000 Penalty: 4710.448242
	Iteration 22Q: 3 clusters Score -2344774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2344780.000000 Penalty: 4710.448242
	Iteration 23Q: 3 clusters Score -2344780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2344791.750000 Penalty: 4710.448242
	Iteration 24Q: 3 clusters Score -2344792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2344808.000000 Penalty: 4710.448242
	Iteration 25Q: 3 clusters Score -2344808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2344805.750000 Penalty: 4710.448242
	Iteration 26Q: 3 clusters Score -2344806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2344820.750000 Penalty: 4710.448242
	Iteration 27Q: 3 clusters Score -2344821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2344831.000000 Penalty: 4710.448242
	Iteration 28Q: 3 clusters Score -2344831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2344836.500000 Penalty: 4710.448242
	Iteration 29Q: 3 clusters Score -2344836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2344843.500000 Penalty: 4710.448242
	Iteration 30Q: 3 clusters Score -2344844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2344847.500000 Penalty: 4710.448242
	Iteration 31Q: 3 clusters Score -2344848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2344855.750000 Penalty: 4710.448242
	Iteration 32Q: 3 clusters Score -2344856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2344854.500000 Penalty: 4710.448242
	Iteration 33Q: 3 clusters Score -2344854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2344860.500000 Penalty: 4710.448242
	Iteration 34Q: 3 clusters Score -2344860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2344863.500000 Penalty: 4710.448242
	Iteration 35Q: 3 clusters Score -2344864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2344870.250000 Penalty: 4710.448242
	Iteration 36Q: 3 clusters Score -2344870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2344874.250000 Penalty: 4710.448242
	Iteration 37Q: 3 clusters Score -2344874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2344870.250000 Penalty: 4710.448242
	Iteration 38Q: 3 clusters Score -2344870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2344874.750000 Penalty: 4710.448242
	Iteration 39Q: 3 clusters Score -2344875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2344875.000000 Penalty: 4710.448242
	Iteration 40F: 3 clusters Score -2344875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2344878.250000 Penalty: 4710.448242
	Iteration 41Q: 3 clusters Score -2344878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2344878.250000 Penalty: 4710.448242
	Iteration 42Q: 3 clusters Score -2344878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2344880.750000 Penalty: 4710.448242
	Iteration 43Q: 3 clusters Score -2344881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2344880.500000 Penalty: 4710.448242
	Iteration 44Q: 3 clusters Score -2344880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2344878.250000 Penalty: 4710.448242
	Iteration 45Q: 3 clusters Score -2344878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2344879.750000 Penalty: 4710.448242
	Iteration 46Q: 3 clusters Score -2344880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2344878.750000 Penalty: 4710.448242
	Iteration 47Q: 3 clusters Score -2344879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2344879.250000 Penalty: 4710.448242
	Iteration 48Q: 3 clusters Score -2344879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2344881.750000 Penalty: 4710.448242
	Iteration 49Q: 3 clusters Score -2344882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2344878.500000 Penalty: 4710.448242
	Iteration 50Q: 3 clusters Score -2344878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2344880.500000 Penalty: 4710.448242
	Iteration 51Q: 3 clusters Score -2344880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2344880.500000 Penalty: 4710.448242
	Iteration 52F: 3 clusters Score -2344880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Entering Unmasked Estep 
Score: -7951927.500000 Penalty: 2651.201660
	Iteration 0F: 2 clusters Score -7951928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -7922826.500000 Penalty: 5302.403320
	Iteration 0F: 3 clusters Score -7922826 nChanged 20166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -7933876.500000 Penalty: 5302.403320
	Iteration 1F: 3 clusters Score -7933876 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -7934285.500000 Penalty: 5302.403320
	Iteration 2Q: 3 clusters Score -7934286 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -7934628.000000 Penalty: 5302.403320
	Iteration 3Q: 3 clusters Score -7934628 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -7934918.000000 Penalty: 5302.403320
	Iteration 4Q: 3 clusters Score -7934918 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -7935200.000000 Penalty: 5302.403320
	Iteration 5Q: 3 clusters Score -7935200 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -7935483.500000 Penalty: 5302.403320
	Iteration 6Q: 3 clusters Score -7935484 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -7935780.000000 Penalty: 5302.403320
	Iteration 7Q: 3 clusters Score -7935780 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -7936211.500000 Penalty: 5302.403320
	Iteration 8Q: 3 clusters Score -7936212 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -7936814.000000 Penalty: 5302.403320
	Iteration 9Q: 3 clusters Score -7936814 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -7937758.500000 Penalty: 5302.403320
	Iteration 10Q: 3 clusters Score -7937758 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -7939387.500000 Penalty: 5302.403320
	Iteration 11F: 3 clusters Score -7939388 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -7941584.000000 Penalty: 5302.403320
	Iteration 12F: 3 clusters Score -7941584 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -7944125.000000 Penalty: 5302.403320
	Iteration 13F: 3 clusters Score -7944125 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -7946534.000000 Penalty: 5302.403320
	Iteration 14F: 3 clusters Score -7946534 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7948235.500000 Penalty: 5302.403320
	Iteration 15Q: 3 clusters Score -7948236 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7948971.500000 Penalty: 5302.403320
	Iteration 16Q: 3 clusters Score -7948972 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7949262.000000 Penalty: 5302.403320
	Iteration 17Q: 3 clusters Score -7949262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7949410.000000 Penalty: 5302.403320
	Iteration 18Q: 3 clusters Score -7949410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7949484.500000 Penalty: 5302.403320
	Iteration 19Q: 3 clusters Score -7949484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7949508.500000 Penalty: 5302.403320
	Iteration 20F: 3 clusters Score -7949508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7949521.500000 Penalty: 5302.403320
	Iteration 21Q: 3 clusters Score -7949522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7949546.500000 Penalty: 5302.403320
	Iteration 22Q: 3 clusters Score -7949546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7949558.000000 Penalty: 5302.403320
	Iteration 23Q: 3 clusters Score -7949558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7949561.500000 Penalty: 5302.403320
	Iteration 24Q: 3 clusters Score -7949562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7949561.000000 Penalty: 5302.403320
	Iteration 25Q: 3 clusters Score -7949561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7949563.000000 Penalty: 5302.403320
	Iteration 26Q: 3 clusters Score -7949563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7949566.000000 Penalty: 5302.403320
	Iteration 27Q: 3 clusters Score -7949566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7949566.000000 Penalty: 5302.403320
	Iteration 28F: 3 clusters Score -7949566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89478.867188 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89478.87 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89908.703125 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -89908.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90257.890625 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90257.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90586.617188 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -90586.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90791.953125 Penalty: 3207.978516
	Iteration 4F: 3 clusters Score -90791.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90899.671875 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90899.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90984.179688 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90984.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91057.960938 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -91057.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91114.656250 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -91114.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91165.062500 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -91165.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -91186.414062 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -91186.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91208.320312 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -91208.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91221.953125 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -91221.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91227.265625 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -91227.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91233.664062 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -91233.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91244.359375 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -91244.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91252.164062 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -91252.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91278.843750 Penalty: 3207.978516
	Iteration 17Q: 3 clusters Score -91278.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91286.593750 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -91286.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91289.601562 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -91289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91289.601562 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -91289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 40400 members 
Mstep: Class 9 contains 47574 members 
Mstep: Class 10 contains 50177 members 
Mstep: Class 11 contains 33340 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 25174 members 
Mstep: Class 14 contains 39424 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 18548 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 43929 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 37564 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39725 members 
Mstep: Class 29 contains 41144 members 
Mstep: Class 30 contains 48460 members 
Mstep: Class 31 contains 5990 members 
Mstep: Class 32 contains 42184 members 
Mstep: Class 33 contains 42946 members 
Mstep: Class 34 contains 42565 members 
Mstep: Class 35 contains 42768 members 
Mstep: Class 36 contains 8127 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43231 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43193 members 
Mstep: Class 44 contains 30400 members 
Mstep: Class 45 contains 286 members 
Entering Unmasked Estep 
Score: -196434256.000000 Penalty: 155465.468750
Splitting cluster 24 changes total score from -196434400.000000 to -196434256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (37564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Entering Unmasked Estep 
Score: -6726770.000000 Penalty: 2612.382568
	Iteration 0F: 2 clusters Score -6726770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6701499.500000 Penalty: 5224.765137
	Iteration 0F: 3 clusters Score -6701500 nChanged 17149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6710765.500000 Penalty: 5224.765137
	Iteration 1F: 3 clusters Score -6710766 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -6711486.000000 Penalty: 5224.765137
	Iteration 2Q: 3 clusters Score -6711486 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -6712337.500000 Penalty: 5224.765137
	Iteration 3F: 3 clusters Score -6712338 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -6713461.000000 Penalty: 5224.765137
	Iteration 4F: 3 clusters Score -6713461 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -6714730.000000 Penalty: 5224.765137
	Iteration 5F: 3 clusters Score -6714730 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -6716349.500000 Penalty: 5224.765137
	Iteration 6F: 3 clusters Score -6716350 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -6718175.000000 Penalty: 5224.765137
	Iteration 7F: 3 clusters Score -6718175 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6720112.500000 Penalty: 5224.765137
	Iteration 8F: 3 clusters Score -6720112 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6721701.500000 Penalty: 5224.765137
	Iteration 9F: 3 clusters Score -6721702 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6722961.000000 Penalty: 5224.765137
	Iteration 10Q: 3 clusters Score -6722961 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6723670.000000 Penalty: 5224.765137
	Iteration 11Q: 3 clusters Score -6723670 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6724065.000000 Penalty: 5224.765137
	Iteration 12Q: 3 clusters Score -6724065 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6724295.000000 Penalty: 5224.765137
	Iteration 13Q: 3 clusters Score -6724295 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6724445.500000 Penalty: 5224.765137
	Iteration 14Q: 3 clusters Score -6724446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6724496.500000 Penalty: 5224.765137
	Iteration 15Q: 3 clusters Score -6724496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6724539.000000 Penalty: 5224.765137
	Iteration 16Q: 3 clusters Score -6724539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6724559.000000 Penalty: 5224.765137
	Iteration 17Q: 3 clusters Score -6724559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6724580.000000 Penalty: 5224.765137
	Iteration 18Q: 3 clusters Score -6724580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6724581.000000 Penalty: 5224.765137
	Iteration 19Q: 3 clusters Score -6724581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6724588.500000 Penalty: 5224.765137
	Iteration 20F: 3 clusters Score -6724588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6724596.000000 Penalty: 5224.765137
	Iteration 21Q: 3 clusters Score -6724596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6724600.500000 Penalty: 5224.765137
	Iteration 22Q: 3 clusters Score -6724600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6724617.500000 Penalty: 5224.765137
	Iteration 23Q: 3 clusters Score -6724618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6724628.000000 Penalty: 5224.765137
	Iteration 24Q: 3 clusters Score -6724628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6724622.000000 Penalty: 5224.765137
	Iteration 25Q: 3 clusters Score -6724622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6724635.000000 Penalty: 5224.765137
	Iteration 26Q: 3 clusters Score -6724635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6724637.500000 Penalty: 5224.765137
	Iteration 27Q: 3 clusters Score -6724638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6724637.500000 Penalty: 5224.765137
	Iteration 28F: 3 clusters Score -6724638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -1533241.000000 Penalty: 2248.140625
	Iteration 0F: 2 clusters Score -1533241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1526390.875000 Penalty: 4496.281250
	Iteration 0F: 3 clusters Score -1526391 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1528301.000000 Penalty: 4496.281250
	Iteration 1F: 3 clusters Score -1528301 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1528596.750000 Penalty: 4496.281250
	Iteration 2F: 3 clusters Score -1528597 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1528781.250000 Penalty: 4496.281250
	Iteration 3F: 3 clusters Score -1528781 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1528915.750000 Penalty: 4496.281250
	Iteration 4Q: 3 clusters Score -1528916 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1529046.750000 Penalty: 4496.281250
	Iteration 5Q: 3 clusters Score -1529047 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1529159.000000 Penalty: 4496.281250
	Iteration 6Q: 3 clusters Score -1529159 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1529273.750000 Penalty: 4496.281250
	Iteration 7Q: 3 clusters Score -1529274 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1529401.625000 Penalty: 4496.281250
	Iteration 8Q: 3 clusters Score -1529402 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1529521.000000 Penalty: 4496.281250
	Iteration 9Q: 3 clusters Score -1529521 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1529680.500000 Penalty: 4496.281250
	Iteration 10Q: 3 clusters Score -1529680 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1529871.125000 Penalty: 4496.281250
	Iteration 11Q: 3 clusters Score -1529871 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1530054.250000 Penalty: 4496.281250
	Iteration 12Q: 3 clusters Score -1530054 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1530257.625000 Penalty: 4496.281250
	Iteration 13Q: 3 clusters Score -1530258 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1530450.250000 Penalty: 4496.281250
	Iteration 14Q: 3 clusters Score -1530450 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1530655.250000 Penalty: 4496.281250
	Iteration 15Q: 3 clusters Score -1530655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1530832.500000 Penalty: 4496.281250
	Iteration 16Q: 3 clusters Score -1530832 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1530960.375000 Penalty: 4496.281250
	Iteration 17Q: 3 clusters Score -1530960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1531050.625000 Penalty: 4496.281250
	Iteration 18Q: 3 clusters Score -1531051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1531123.375000 Penalty: 4496.281250
	Iteration 19Q: 3 clusters Score -1531123 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1531179.625000 Penalty: 4496.281250
	Iteration 20F: 3 clusters Score -1531180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1531213.750000 Penalty: 4496.281250
	Iteration 21Q: 3 clusters Score -1531214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1531245.875000 Penalty: 4496.281250
	Iteration 22Q: 3 clusters Score -1531246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1531256.000000 Penalty: 4496.281250
	Iteration 23Q: 3 clusters Score -1531256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1531275.500000 Penalty: 4496.281250
	Iteration 24Q: 3 clusters Score -1531276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1531292.250000 Penalty: 4496.281250
	Iteration 25Q: 3 clusters Score -1531292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1531308.500000 Penalty: 4496.281250
	Iteration 26Q: 3 clusters Score -1531308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1531312.750000 Penalty: 4496.281250
	Iteration 27Q: 3 clusters Score -1531313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1531321.625000 Penalty: 4496.281250
	Iteration 28Q: 3 clusters Score -1531322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1531328.500000 Penalty: 4496.281250
	Iteration 29Q: 3 clusters Score -1531328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1531334.500000 Penalty: 4496.281250
	Iteration 30Q: 3 clusters Score -1531334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1531341.000000 Penalty: 4496.281250
	Iteration 31Q: 3 clusters Score -1531341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1531344.125000 Penalty: 4496.281250
	Iteration 32Q: 3 clusters Score -1531344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1531352.875000 Penalty: 4496.281250
	Iteration 33Q: 3 clusters Score -1531353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1531354.250000 Penalty: 4496.281250
	Iteration 34Q: 3 clusters Score -1531354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1531352.750000 Penalty: 4496.281250
	Iteration 35Q: 3 clusters Score -1531353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1531352.750000 Penalty: 4496.281250
	Iteration 36F: 3 clusters Score -1531353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Entering Unmasked Estep 
Score: -8283269.000000 Penalty: 2665.898682
	Iteration 0F: 2 clusters Score -8283269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8253064.000000 Penalty: 5331.797363
	Iteration 0F: 3 clusters Score -8253064 nChanged 21520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -8265028.500000 Penalty: 5331.797363
	Iteration 1F: 3 clusters Score -8265028 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -8265599.000000 Penalty: 5331.797363
	Iteration 2Q: 3 clusters Score -8265599 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -8266213.000000 Penalty: 5331.797363
	Iteration 3Q: 3 clusters Score -8266213 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -8267020.500000 Penalty: 5331.797363
	Iteration 4Q: 3 clusters Score -8267020 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -8267927.500000 Penalty: 5331.797363
	Iteration 5Q: 3 clusters Score -8267928 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -8269211.000000 Penalty: 5331.797363
	Iteration 6F: 3 clusters Score -8269211 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -8270780.500000 Penalty: 5331.797363
	Iteration 7F: 3 clusters Score -8270780 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -8272750.000000 Penalty: 5331.797363
	Iteration 8F: 3 clusters Score -8272750 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -8274681.500000 Penalty: 5331.797363
	Iteration 9F: 3 clusters Score -8274682 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -8276395.500000 Penalty: 5331.797363
	Iteration 10F: 3 clusters Score -8276396 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -8277772.500000 Penalty: 5331.797363
	Iteration 11Q: 3 clusters Score -8277772 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -8278831.500000 Penalty: 5331.797363
	Iteration 12Q: 3 clusters Score -8278832 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -8279548.500000 Penalty: 5331.797363
	Iteration 13Q: 3 clusters Score -8279548 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8280090.500000 Penalty: 5331.797363
	Iteration 14Q: 3 clusters Score -8280090 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8280445.500000 Penalty: 5331.797363
	Iteration 15Q: 3 clusters Score -8280446 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8280660.000000 Penalty: 5331.797363
	Iteration 16Q: 3 clusters Score -8280660 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8280778.500000 Penalty: 5331.797363
	Iteration 17Q: 3 clusters Score -8280778 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8280911.500000 Penalty: 5331.797363
	Iteration 18Q: 3 clusters Score -8280912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8281000.500000 Penalty: 5331.797363
	Iteration 19Q: 3 clusters Score -8281000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -8281039.000000 Penalty: 5331.797363
	Iteration 20F: 3 clusters Score -8281039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8281070.000000 Penalty: 5331.797363
	Iteration 21Q: 3 clusters Score -8281070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -8281105.500000 Penalty: 5331.797363
	Iteration 22Q: 3 clusters Score -8281106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -8281122.500000 Penalty: 5331.797363
	Iteration 23Q: 3 clusters Score -8281122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -8281136.500000 Penalty: 5331.797363
	Iteration 24Q: 3 clusters Score -8281136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8281161.500000 Penalty: 5331.797363
	Iteration 25Q: 3 clusters Score -8281162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -8281183.500000 Penalty: 5331.797363
	Iteration 26Q: 3 clusters Score -8281184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8281208.000000 Penalty: 5331.797363
	Iteration 27Q: 3 clusters Score -8281208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8281206.500000 Penalty: 5331.797363
	Iteration 28Q: 3 clusters Score -8281206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -8281214.000000 Penalty: 5331.797363
	Iteration 29Q: 3 clusters Score -8281214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -8281225.000000 Penalty: 5331.797363
	Iteration 30Q: 3 clusters Score -8281225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8281220.000000 Penalty: 5331.797363
	Iteration 31Q: 3 clusters Score -8281220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -8281227.000000 Penalty: 5331.797363
	Iteration 32Q: 3 clusters Score -8281227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -8281226.500000 Penalty: 5331.797363
	Iteration 33Q: 3 clusters Score -8281226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -8281245.000000 Penalty: 5331.797363
	Iteration 34Q: 3 clusters Score -8281245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8281239.500000 Penalty: 5331.797363
	Iteration 35Q: 3 clusters Score -8281240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8281238.500000 Penalty: 5331.797363
	Iteration 36Q: 3 clusters Score -8281238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -8281244.500000 Penalty: 5331.797363
	Iteration 37Q: 3 clusters Score -8281244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8281240.500000 Penalty: 5331.797363
	Iteration 38Q: 3 clusters Score -8281240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -8281239.500000 Penalty: 5331.797363
	Iteration 39Q: 3 clusters Score -8281240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8281233.500000 Penalty: 5331.797363
	Iteration 40F: 3 clusters Score -8281234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -8281235.500000 Penalty: 5331.797363
	Iteration 41Q: 3 clusters Score -8281236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -8281238.000000 Penalty: 5331.797363
	Iteration 42Q: 3 clusters Score -8281238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8281238.500000 Penalty: 5331.797363
	Iteration 43Q: 3 clusters Score -8281238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8281235.000000 Penalty: 5331.797363
	Iteration 44Q: 3 clusters Score -8281235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8281243.500000 Penalty: 5331.797363
	Iteration 45Q: 3 clusters Score -8281244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8281248.000000 Penalty: 5331.797363
	Iteration 46Q: 3 clusters Score -8281248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8281240.500000 Penalty: 5331.797363
	Iteration 47Q: 3 clusters Score -8281240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8281240.500000 Penalty: 5331.797363
	Iteration 48Q: 3 clusters Score -8281240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -8281246.500000 Penalty: 5331.797363
	Iteration 49Q: 3 clusters Score -8281246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8281245.500000 Penalty: 5331.797363
	Iteration 50Q: 3 clusters Score -8281246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8281247.500000 Penalty: 5331.797363
	Iteration 51Q: 3 clusters Score -8281248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8281251.000000 Penalty: 5331.797363
	Iteration 52Q: 3 clusters Score -8281251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8281249.000000 Penalty: 5331.797363
	Iteration 53Q: 3 clusters Score -8281249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8281257.000000 Penalty: 5331.797363
	Iteration 54Q: 3 clusters Score -8281257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8281261.000000 Penalty: 5331.797363
	Iteration 55Q: 3 clusters Score -8281261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8281261.500000 Penalty: 5331.797363
	Iteration 56Q: 3 clusters Score -8281262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8281267.500000 Penalty: 5331.797363
	Iteration 57Q: 3 clusters Score -8281268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8281267.500000 Penalty: 5331.797363
	Iteration 58F: 3 clusters Score -8281268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Entering Unmasked Estep 
Score: -7116912.000000 Penalty: 2626.254639
	Iteration 0F: 2 clusters Score -7116912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -7090160.000000 Penalty: 5252.509277
	Iteration 0F: 3 clusters Score -7090160 nChanged 18141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -7100366.000000 Penalty: 5252.509277
	Iteration 1F: 3 clusters Score -7100366 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -7101088.500000 Penalty: 5252.509277
	Iteration 2Q: 3 clusters Score -7101088 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -7102069.500000 Penalty: 5252.509277
	Iteration 3F: 3 clusters Score -7102070 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -7103412.500000 Penalty: 5252.509277
	Iteration 4F: 3 clusters Score -7103412 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -7105382.500000 Penalty: 5252.509277
	Iteration 5F: 3 clusters Score -7105382 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7107876.500000 Penalty: 5252.509277
	Iteration 6F: 3 clusters Score -7107876 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7110358.000000 Penalty: 5252.509277
	Iteration 7F: 3 clusters Score -7110358 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7112246.000000 Penalty: 5252.509277
	Iteration 8F: 3 clusters Score -7112246 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7113418.000000 Penalty: 5252.509277
	Iteration 9Q: 3 clusters Score -7113418 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7113900.000000 Penalty: 5252.509277
	Iteration 10Q: 3 clusters Score -7113900 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7114195.000000 Penalty: 5252.509277
	Iteration 11Q: 3 clusters Score -7114195 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7114338.500000 Penalty: 5252.509277
	Iteration 12Q: 3 clusters Score -7114338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7114426.500000 Penalty: 5252.509277
	Iteration 13Q: 3 clusters Score -7114426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7114472.000000 Penalty: 5252.509277
	Iteration 14Q: 3 clusters Score -7114472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7114498.500000 Penalty: 5252.509277
	Iteration 15Q: 3 clusters Score -7114498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7114525.000000 Penalty: 5252.509277
	Iteration 16Q: 3 clusters Score -7114525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7114553.000000 Penalty: 5252.509277
	Iteration 17Q: 3 clusters Score -7114553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7114559.000000 Penalty: 5252.509277
	Iteration 18Q: 3 clusters Score -7114559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7114563.000000 Penalty: 5252.509277
	Iteration 19Q: 3 clusters Score -7114563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7114584.500000 Penalty: 5252.509277
	Iteration 20F: 3 clusters Score -7114584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7114600.500000 Penalty: 5252.509277
	Iteration 21Q: 3 clusters Score -7114600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7114600.000000 Penalty: 5252.509277
	Iteration 22Q: 3 clusters Score -7114600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7114612.500000 Penalty: 5252.509277
	Iteration 23Q: 3 clusters Score -7114612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7114613.000000 Penalty: 5252.509277
	Iteration 24Q: 3 clusters Score -7114613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7114617.000000 Penalty: 5252.509277
	Iteration 25Q: 3 clusters Score -7114617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7114623.500000 Penalty: 5252.509277
	Iteration 26Q: 3 clusters Score -7114624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7114624.000000 Penalty: 5252.509277
	Iteration 27Q: 3 clusters Score -7114624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7114631.000000 Penalty: 5252.509277
	Iteration 28Q: 3 clusters Score -7114631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7114639.000000 Penalty: 5252.509277
	Iteration 29Q: 3 clusters Score -7114639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7114640.500000 Penalty: 5252.509277
	Iteration 30Q: 3 clusters Score -7114640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7114640.500000 Penalty: 5252.509277
	Iteration 31F: 3 clusters Score -7114640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Entering Unmasked Estep 
Score: -7424992.500000 Penalty: 2634.958496
	Iteration 0F: 2 clusters Score -7424992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7397561.000000 Penalty: 5269.916992
	Iteration 0F: 3 clusters Score -7397561 nChanged 18770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -7407950.000000 Penalty: 5269.916992
	Iteration 1F: 3 clusters Score -7407950 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -7408340.000000 Penalty: 5269.916992
	Iteration 2Q: 3 clusters Score -7408340 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -7408667.000000 Penalty: 5269.916992
	Iteration 3Q: 3 clusters Score -7408667 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -7408995.500000 Penalty: 5269.916992
	Iteration 4Q: 3 clusters Score -7408996 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7409261.500000 Penalty: 5269.916992
	Iteration 5Q: 3 clusters Score -7409262 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -7409591.500000 Penalty: 5269.916992
	Iteration 6Q: 3 clusters Score -7409592 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7409952.000000 Penalty: 5269.916992
	Iteration 7Q: 3 clusters Score -7409952 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -7410316.500000 Penalty: 5269.916992
	Iteration 8Q: 3 clusters Score -7410316 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7410861.500000 Penalty: 5269.916992
	Iteration 9Q: 3 clusters Score -7410862 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -7411743.500000 Penalty: 5269.916992
	Iteration 10Q: 3 clusters Score -7411744 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7413102.000000 Penalty: 5269.916992
	Iteration 11Q: 3 clusters Score -7413102 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -7414961.000000 Penalty: 5269.916992
	Iteration 12F: 3 clusters Score -7414961 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -7416854.000000 Penalty: 5269.916992
	Iteration 13F: 3 clusters Score -7416854 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -7418095.500000 Penalty: 5269.916992
	Iteration 14Q: 3 clusters Score -7418096 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -7418710.500000 Penalty: 5269.916992
	Iteration 15Q: 3 clusters Score -7418710 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -7419126.500000 Penalty: 5269.916992
	Iteration 16Q: 3 clusters Score -7419126 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -7419441.000000 Penalty: 5269.916992
	Iteration 17Q: 3 clusters Score -7419441 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -7419666.500000 Penalty: 5269.916992
	Iteration 18Q: 3 clusters Score -7419666 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -7419867.000000 Penalty: 5269.916992
	Iteration 19Q: 3 clusters Score -7419867 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -7420027.000000 Penalty: 5269.916992
	Iteration 20F: 3 clusters Score -7420027 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -7420177.000000 Penalty: 5269.916992
	Iteration 21Q: 3 clusters Score -7420177 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -7420278.500000 Penalty: 5269.916992
	Iteration 22Q: 3 clusters Score -7420278 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -7420370.500000 Penalty: 5269.916992
	Iteration 23Q: 3 clusters Score -7420370 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -7420415.500000 Penalty: 5269.916992
	Iteration 24Q: 3 clusters Score -7420416 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -7420444.000000 Penalty: 5269.916992
	Iteration 25Q: 3 clusters Score -7420444 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -7420490.500000 Penalty: 5269.916992
	Iteration 26Q: 3 clusters Score -7420490 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -7420534.500000 Penalty: 5269.916992
	Iteration 27Q: 3 clusters Score -7420534 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -7420530.000000 Penalty: 5269.916992
	Iteration 28Q: 3 clusters Score -7420530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -7420547.500000 Penalty: 5269.916992
	Iteration 29Q: 3 clusters Score -7420548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -7420562.000000 Penalty: 5269.916992
	Iteration 30Q: 3 clusters Score -7420562 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -7420569.000000 Penalty: 5269.916992
	Iteration 31Q: 3 clusters Score -7420569 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -7420596.500000 Penalty: 5269.916992
	Iteration 32Q: 3 clusters Score -7420596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -7420601.500000 Penalty: 5269.916992
	Iteration 33Q: 3 clusters Score -7420602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -7420582.500000 Penalty: 5269.916992
	Iteration 34Q: 3 clusters Score -7420582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -7420592.500000 Penalty: 5269.916992
	Iteration 35Q: 3 clusters Score -7420592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -7420584.500000 Penalty: 5269.916992
	Iteration 36Q: 3 clusters Score -7420584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -7420604.500000 Penalty: 5269.916992
	Iteration 37Q: 3 clusters Score -7420604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -7420625.500000 Penalty: 5269.916992
	Iteration 38Q: 3 clusters Score -7420626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -7420633.000000 Penalty: 5269.916992
	Iteration 39Q: 3 clusters Score -7420633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -7420651.500000 Penalty: 5269.916992
	Iteration 40F: 3 clusters Score -7420652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -7420648.500000 Penalty: 5269.916992
	Iteration 41Q: 3 clusters Score -7420648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -7420642.500000 Penalty: 5269.916992
	Iteration 42Q: 3 clusters Score -7420642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -7420635.000000 Penalty: 5269.916992
	Iteration 43Q: 3 clusters Score -7420635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -7420648.500000 Penalty: 5269.916992
	Iteration 44Q: 3 clusters Score -7420648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -7420645.500000 Penalty: 5269.916992
	Iteration 45Q: 3 clusters Score -7420646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -7420643.500000 Penalty: 5269.916992
	Iteration 46Q: 3 clusters Score -7420644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -7420641.500000 Penalty: 5269.916992
	Iteration 47Q: 3 clusters Score -7420642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -7420633.000000 Penalty: 5269.916992
	Iteration 48Q: 3 clusters Score -7420633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -7420644.500000 Penalty: 5269.916992
	Iteration 49Q: 3 clusters Score -7420644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -7420630.000000 Penalty: 5269.916992
	Iteration 50Q: 3 clusters Score -7420630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -7420636.500000 Penalty: 5269.916992
	Iteration 51Q: 3 clusters Score -7420636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -7420628.500000 Penalty: 5269.916992
	Iteration 52Q: 3 clusters Score -7420628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -7420622.000000 Penalty: 5269.916992
	Iteration 53Q: 3 clusters Score -7420622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -7420624.000000 Penalty: 5269.916992
	Iteration 54Q: 3 clusters Score -7420624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -7420625.500000 Penalty: 5269.916992
	Iteration 55Q: 3 clusters Score -7420626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -7420633.000000 Penalty: 5269.916992
	Iteration 56Q: 3 clusters Score -7420633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -7420620.000000 Penalty: 5269.916992
	Iteration 57Q: 3 clusters Score -7420620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -7420625.500000 Penalty: 5269.916992
	Iteration 58Q: 3 clusters Score -7420626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -7420624.000000 Penalty: 5269.916992
	Iteration 59Q: 3 clusters Score -7420624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7420620.500000 Penalty: 5269.916992
	Iteration 60F: 3 clusters Score -7420620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -7420612.000000 Penalty: 5269.916992
	Iteration 61Q: 3 clusters Score -7420612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -7420617.500000 Penalty: 5269.916992
	Iteration 62Q: 3 clusters Score -7420618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -7420617.000000 Penalty: 5269.916992
	Iteration 63Q: 3 clusters Score -7420617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -7420617.000000 Penalty: 5269.916992
	Iteration 64Q: 3 clusters Score -7420617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7420614.500000 Penalty: 5269.916992
	Iteration 65Q: 3 clusters Score -7420614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7420620.500000 Penalty: 5269.916992
	Iteration 66Q: 3 clusters Score -7420620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7420620.500000 Penalty: 5269.916992
	Iteration 67F: 3 clusters Score -7420620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Entering Unmasked Estep 
Score: -8728856.000000 Penalty: 2675.546631
	Iteration 0F: 2 clusters Score -8728856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8698435.000000 Penalty: 5351.093262
	Iteration 0F: 3 clusters Score -8698435 nChanged 22343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -8710973.000000 Penalty: 5351.093262
	Iteration 1F: 3 clusters Score -8710973 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -8711557.000000 Penalty: 5351.093262
	Iteration 2Q: 3 clusters Score -8711557 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -8712020.000000 Penalty: 5351.093262
	Iteration 3Q: 3 clusters Score -8712020 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -8712578.000000 Penalty: 5351.093262
	Iteration 4Q: 3 clusters Score -8712578 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -8713124.000000 Penalty: 5351.093262
	Iteration 5Q: 3 clusters Score -8713124 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -8713692.000000 Penalty: 5351.093262
	Iteration 6Q: 3 clusters Score -8713692 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -8714321.000000 Penalty: 5351.093262
	Iteration 7Q: 3 clusters Score -8714321 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -8715025.000000 Penalty: 5351.093262
	Iteration 8Q: 3 clusters Score -8715025 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -8715718.000000 Penalty: 5351.093262
	Iteration 9Q: 3 clusters Score -8715718 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -8716670.000000 Penalty: 5351.093262
	Iteration 10Q: 3 clusters Score -8716670 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -8717566.000000 Penalty: 5351.093262
	Iteration 11Q: 3 clusters Score -8717566 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -8718644.000000 Penalty: 5351.093262
	Iteration 12Q: 3 clusters Score -8718644 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -8720005.000000 Penalty: 5351.093262
	Iteration 13Q: 3 clusters Score -8720005 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -8721393.000000 Penalty: 5351.093262
	Iteration 14F: 3 clusters Score -8721393 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8722865.000000 Penalty: 5351.093262
	Iteration 15Q: 3 clusters Score -8722865 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8724096.000000 Penalty: 5351.093262
	Iteration 16Q: 3 clusters Score -8724096 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8724987.000000 Penalty: 5351.093262
	Iteration 17Q: 3 clusters Score -8724987 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -8725539.000000 Penalty: 5351.093262
	Iteration 18Q: 3 clusters Score -8725539 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8725907.000000 Penalty: 5351.093262
	Iteration 19Q: 3 clusters Score -8725907 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -8726165.000000 Penalty: 5351.093262
	Iteration 20F: 3 clusters Score -8726165 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -8726309.000000 Penalty: 5351.093262
	Iteration 21Q: 3 clusters Score -8726309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -8726375.000000 Penalty: 5351.093262
	Iteration 22Q: 3 clusters Score -8726375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -8726423.000000 Penalty: 5351.093262
	Iteration 23Q: 3 clusters Score -8726423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -8726480.000000 Penalty: 5351.093262
	Iteration 24Q: 3 clusters Score -8726480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -8726492.000000 Penalty: 5351.093262
	Iteration 25Q: 3 clusters Score -8726492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -8726502.000000 Penalty: 5351.093262
	Iteration 26Q: 3 clusters Score -8726502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -8726516.000000 Penalty: 5351.093262
	Iteration 27Q: 3 clusters Score -8726516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -8726517.000000 Penalty: 5351.093262
	Iteration 28Q: 3 clusters Score -8726517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -8726530.000000 Penalty: 5351.093262
	Iteration 29Q: 3 clusters Score -8726530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -8726534.000000 Penalty: 5351.093262
	Iteration 30Q: 3 clusters Score -8726534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -8726533.000000 Penalty: 5351.093262
	Iteration 31Q: 3 clusters Score -8726533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -8726552.000000 Penalty: 5351.093262
	Iteration 32Q: 3 clusters Score -8726552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -8726552.000000 Penalty: 5351.093262
	Iteration 33F: 3 clusters Score -8726552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -1049955.875000 Penalty: 2157.065918
	Iteration 0F: 2 clusters Score -1049956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1044761.562500 Penalty: 4314.131836
	Iteration 0F: 3 clusters Score -1044762 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1046261.375000 Penalty: 4314.131836
	Iteration 1F: 3 clusters Score -1046261 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1046789.625000 Penalty: 4314.131836
	Iteration 2F: 3 clusters Score -1046790 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1047149.500000 Penalty: 4314.131836
	Iteration 3F: 3 clusters Score -1047150 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1047433.750000 Penalty: 4314.131836
	Iteration 4F: 3 clusters Score -1047434 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1047640.187500 Penalty: 4314.131836
	Iteration 5F: 3 clusters Score -1047640 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1047823.437500 Penalty: 4314.131836
	Iteration 6Q: 3 clusters Score -1047823 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1047995.687500 Penalty: 4314.131836
	Iteration 7Q: 3 clusters Score -1047996 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1048132.625000 Penalty: 4314.131836
	Iteration 8Q: 3 clusters Score -1048133 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1048243.000000 Penalty: 4314.131836
	Iteration 9Q: 3 clusters Score -1048243 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1048329.375000 Penalty: 4314.131836
	Iteration 10Q: 3 clusters Score -1048329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1048394.500000 Penalty: 4314.131836
	Iteration 11Q: 3 clusters Score -1048394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1048449.687500 Penalty: 4314.131836
	Iteration 12Q: 3 clusters Score -1048450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1048487.625000 Penalty: 4314.131836
	Iteration 13Q: 3 clusters Score -1048488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1048516.875000 Penalty: 4314.131836
	Iteration 14Q: 3 clusters Score -1048517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1048539.062500 Penalty: 4314.131836
	Iteration 15Q: 3 clusters Score -1048539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1048555.250000 Penalty: 4314.131836
	Iteration 16Q: 3 clusters Score -1048555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1048566.562500 Penalty: 4314.131836
	Iteration 17Q: 3 clusters Score -1048567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1048575.625000 Penalty: 4314.131836
	Iteration 18Q: 3 clusters Score -1048576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1048583.875000 Penalty: 4314.131836
	Iteration 19Q: 3 clusters Score -1048584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1048586.500000 Penalty: 4314.131836
	Iteration 20F: 3 clusters Score -1048586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1048592.625000 Penalty: 4314.131836
	Iteration 21Q: 3 clusters Score -1048593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1048591.375000 Penalty: 4314.131836
	Iteration 22Q: 3 clusters Score -1048591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1048596.250000 Penalty: 4314.131836
	Iteration 23Q: 3 clusters Score -1048596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1048596.125000 Penalty: 4314.131836
	Iteration 24Q: 3 clusters Score -1048596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1048597.000000 Penalty: 4314.131836
	Iteration 25Q: 3 clusters Score -1048597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1048598.875000 Penalty: 4314.131836
	Iteration 26Q: 3 clusters Score -1048599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1048597.625000 Penalty: 4314.131836
	Iteration 27Q: 3 clusters Score -1048598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1048597.625000 Penalty: 4314.131836
	Iteration 28F: 3 clusters Score -1048598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (42184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Entering Unmasked Estep 
Score: -7506910.000000 Penalty: 2641.149414
	Iteration 0F: 2 clusters Score -7506910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -7478670.500000 Penalty: 5282.298828
	Iteration 0F: 3 clusters Score -7478670 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -7489547.500000 Penalty: 5282.298828
	Iteration 1F: 3 clusters Score -7489548 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -7490249.500000 Penalty: 5282.298828
	Iteration 2Q: 3 clusters Score -7490250 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -7491074.500000 Penalty: 5282.298828
	Iteration 3Q: 3 clusters Score -7491074 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -7492073.500000 Penalty: 5282.298828
	Iteration 4F: 3 clusters Score -7492074 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -7493296.000000 Penalty: 5282.298828
	Iteration 5F: 3 clusters Score -7493296 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -7495064.500000 Penalty: 5282.298828
	Iteration 6F: 3 clusters Score -7495064 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -7497118.500000 Penalty: 5282.298828
	Iteration 7F: 3 clusters Score -7497118 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -7499214.000000 Penalty: 5282.298828
	Iteration 8F: 3 clusters Score -7499214 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -7501165.500000 Penalty: 5282.298828
	Iteration 9F: 3 clusters Score -7501166 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -7502637.000000 Penalty: 5282.298828
	Iteration 10Q: 3 clusters Score -7502637 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -7503565.000000 Penalty: 5282.298828
	Iteration 11Q: 3 clusters Score -7503565 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -7503919.000000 Penalty: 5282.298828
	Iteration 12Q: 3 clusters Score -7503919 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -7504072.000000 Penalty: 5282.298828
	Iteration 13Q: 3 clusters Score -7504072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -7504225.500000 Penalty: 5282.298828
	Iteration 14Q: 3 clusters Score -7504226 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7504346.500000 Penalty: 5282.298828
	Iteration 15Q: 3 clusters Score -7504346 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -7504416.500000 Penalty: 5282.298828
	Iteration 16Q: 3 clusters Score -7504416 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -7504451.500000 Penalty: 5282.298828
	Iteration 17Q: 3 clusters Score -7504452 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -7504510.000000 Penalty: 5282.298828
	Iteration 18Q: 3 clusters Score -7504510 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -7504558.000000 Penalty: 5282.298828
	Iteration 19Q: 3 clusters Score -7504558 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7504583.000000 Penalty: 5282.298828
	Iteration 20F: 3 clusters Score -7504583 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -7504630.000000 Penalty: 5282.298828
	Iteration 21Q: 3 clusters Score -7504630 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -7504641.000000 Penalty: 5282.298828
	Iteration 22Q: 3 clusters Score -7504641 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7504680.000000 Penalty: 5282.298828
	Iteration 23Q: 3 clusters Score -7504680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -7504686.000000 Penalty: 5282.298828
	Iteration 24Q: 3 clusters Score -7504686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -7504722.000000 Penalty: 5282.298828
	Iteration 25Q: 3 clusters Score -7504722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -7504762.000000 Penalty: 5282.298828
	Iteration 26Q: 3 clusters Score -7504762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7504766.500000 Penalty: 5282.298828
	Iteration 27Q: 3 clusters Score -7504766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -7504769.000000 Penalty: 5282.298828
	Iteration 28Q: 3 clusters Score -7504769 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -7504772.500000 Penalty: 5282.298828
	Iteration 29Q: 3 clusters Score -7504772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7504794.000000 Penalty: 5282.298828
	Iteration 30Q: 3 clusters Score -7504794 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7504804.000000 Penalty: 5282.298828
	Iteration 31Q: 3 clusters Score -7504804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7504807.500000 Penalty: 5282.298828
	Iteration 32Q: 3 clusters Score -7504808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -7504814.500000 Penalty: 5282.298828
	Iteration 33Q: 3 clusters Score -7504814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7504817.500000 Penalty: 5282.298828
	Iteration 34Q: 3 clusters Score -7504818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -7504823.000000 Penalty: 5282.298828
	Iteration 35Q: 3 clusters Score -7504823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -7504833.500000 Penalty: 5282.298828
	Iteration 36Q: 3 clusters Score -7504834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -7504835.500000 Penalty: 5282.298828
	Iteration 37Q: 3 clusters Score -7504836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7504834.000000 Penalty: 5282.298828
	Iteration 38Q: 3 clusters Score -7504834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -7504842.000000 Penalty: 5282.298828
	Iteration 39Q: 3 clusters Score -7504842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7504845.000000 Penalty: 5282.298828
	Iteration 40F: 3 clusters Score -7504845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -7504845.000000 Penalty: 5282.298828
	Iteration 41Q: 3 clusters Score -7504845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7504850.500000 Penalty: 5282.298828
	Iteration 42Q: 3 clusters Score -7504850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7504863.500000 Penalty: 5282.298828
	Iteration 43Q: 3 clusters Score -7504864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -7504872.500000 Penalty: 5282.298828
	Iteration 44Q: 3 clusters Score -7504872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -7504856.000000 Penalty: 5282.298828
	Iteration 45Q: 3 clusters Score -7504856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7504845.500000 Penalty: 5282.298828
	Iteration 46Q: 3 clusters Score -7504846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -7504843.500000 Penalty: 5282.298828
	Iteration 47Q: 3 clusters Score -7504844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -7504853.500000 Penalty: 5282.298828
	Iteration 48Q: 3 clusters Score -7504854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7504844.500000 Penalty: 5282.298828
	Iteration 49Q: 3 clusters Score -7504844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -7504848.500000 Penalty: 5282.298828
	Iteration 50Q: 3 clusters Score -7504848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7504850.500000 Penalty: 5282.298828
	Iteration 51Q: 3 clusters Score -7504850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -7504847.000000 Penalty: 5282.298828
	Iteration 52Q: 3 clusters Score -7504847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -7504840.500000 Penalty: 5282.298828
	Iteration 53Q: 3 clusters Score -7504840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -7504852.500000 Penalty: 5282.298828
	Iteration 54Q: 3 clusters Score -7504852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7504852.000000 Penalty: 5282.298828
	Iteration 55Q: 3 clusters Score -7504852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -7504860.000000 Penalty: 5282.298828
	Iteration 56Q: 3 clusters Score -7504860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7504870.000000 Penalty: 5282.298828
	Iteration 57Q: 3 clusters Score -7504870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7504868.000000 Penalty: 5282.298828
	Iteration 58Q: 3 clusters Score -7504868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -7504866.000000 Penalty: 5282.298828
	Iteration 59Q: 3 clusters Score -7504866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -7504870.500000 Penalty: 5282.298828
	Iteration 60F: 3 clusters Score -7504870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -7504872.500000 Penalty: 5282.298828
	Iteration 61Q: 3 clusters Score -7504872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7504874.000000 Penalty: 5282.298828
	Iteration 62Q: 3 clusters Score -7504874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -7504870.000000 Penalty: 5282.298828
	Iteration 63Q: 3 clusters Score -7504870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -7504869.000000 Penalty: 5282.298828
	Iteration 64Q: 3 clusters Score -7504869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7504870.500000 Penalty: 5282.298828
	Iteration 65Q: 3 clusters Score -7504870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -7504869.500000 Penalty: 5282.298828
	Iteration 66Q: 3 clusters Score -7504870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7504871.500000 Penalty: 5282.298828
	Iteration 67Q: 3 clusters Score -7504872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -7504864.000000 Penalty: 5282.298828
	Iteration 68Q: 3 clusters Score -7504864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7504859.000000 Penalty: 5282.298828
	Iteration 69Q: 3 clusters Score -7504859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7504864.000000 Penalty: 5282.298828
	Iteration 70Q: 3 clusters Score -7504864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -7504866.500000 Penalty: 5282.298828
	Iteration 71Q: 3 clusters Score -7504866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -7504870.000000 Penalty: 5282.298828
	Iteration 72Q: 3 clusters Score -7504870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7504868.000000 Penalty: 5282.298828
	Iteration 73Q: 3 clusters Score -7504868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7504868.000000 Penalty: 5282.298828
	Iteration 74F: 3 clusters Score -7504868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Entering Unmasked Estep 
Score: -7790841.500000 Penalty: 2645.589355
	Iteration 0F: 2 clusters Score -7790842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -7762559.000000 Penalty: 5291.178711
	Iteration 0F: 3 clusters Score -7762559 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -7773570.500000 Penalty: 5291.178711
	Iteration 1F: 3 clusters Score -7773570 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -7774085.000000 Penalty: 5291.178711
	Iteration 2Q: 3 clusters Score -7774085 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7774504.500000 Penalty: 5291.178711
	Iteration 3Q: 3 clusters Score -7774504 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -7774874.000000 Penalty: 5291.178711
	Iteration 4Q: 3 clusters Score -7774874 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7775249.000000 Penalty: 5291.178711
	Iteration 5Q: 3 clusters Score -7775249 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -7775640.000000 Penalty: 5291.178711
	Iteration 6Q: 3 clusters Score -7775640 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -7776169.500000 Penalty: 5291.178711
	Iteration 7Q: 3 clusters Score -7776170 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -7776753.000000 Penalty: 5291.178711
	Iteration 8Q: 3 clusters Score -7776753 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -7777695.000000 Penalty: 5291.178711
	Iteration 9Q: 3 clusters Score -7777695 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -7778958.500000 Penalty: 5291.178711
	Iteration 10Q: 3 clusters Score -7778958 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -7780583.000000 Penalty: 5291.178711
	Iteration 11F: 3 clusters Score -7780583 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -7782332.000000 Penalty: 5291.178711
	Iteration 12F: 3 clusters Score -7782332 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -7783885.500000 Penalty: 5291.178711
	Iteration 13Q: 3 clusters Score -7783886 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -7785082.500000 Penalty: 5291.178711
	Iteration 14Q: 3 clusters Score -7785082 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7785982.500000 Penalty: 5291.178711
	Iteration 15Q: 3 clusters Score -7785982 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7786625.500000 Penalty: 5291.178711
	Iteration 16Q: 3 clusters Score -7786626 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7787113.500000 Penalty: 5291.178711
	Iteration 17Q: 3 clusters Score -7787114 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7787507.500000 Penalty: 5291.178711
	Iteration 18Q: 3 clusters Score -7787508 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7787766.000000 Penalty: 5291.178711
	Iteration 19Q: 3 clusters Score -7787766 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7787978.500000 Penalty: 5291.178711
	Iteration 20F: 3 clusters Score -7787978 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7788152.000000 Penalty: 5291.178711
	Iteration 21Q: 3 clusters Score -7788152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7788269.500000 Penalty: 5291.178711
	Iteration 22Q: 3 clusters Score -7788270 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7788352.500000 Penalty: 5291.178711
	Iteration 23Q: 3 clusters Score -7788352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7788410.000000 Penalty: 5291.178711
	Iteration 24Q: 3 clusters Score -7788410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7788459.000000 Penalty: 5291.178711
	Iteration 25Q: 3 clusters Score -7788459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7788471.500000 Penalty: 5291.178711
	Iteration 26Q: 3 clusters Score -7788472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7788494.500000 Penalty: 5291.178711
	Iteration 27Q: 3 clusters Score -7788494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7788504.000000 Penalty: 5291.178711
	Iteration 28Q: 3 clusters Score -7788504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7788523.500000 Penalty: 5291.178711
	Iteration 29Q: 3 clusters Score -7788524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7788527.000000 Penalty: 5291.178711
	Iteration 30Q: 3 clusters Score -7788527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7788539.000000 Penalty: 5291.178711
	Iteration 31Q: 3 clusters Score -7788539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7788537.000000 Penalty: 5291.178711
	Iteration 32Q: 3 clusters Score -7788537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7788546.500000 Penalty: 5291.178711
	Iteration 33Q: 3 clusters Score -7788546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7788556.000000 Penalty: 5291.178711
	Iteration 34Q: 3 clusters Score -7788556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7788564.500000 Penalty: 5291.178711
	Iteration 35Q: 3 clusters Score -7788564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7788570.000000 Penalty: 5291.178711
	Iteration 36Q: 3 clusters Score -7788570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7788578.500000 Penalty: 5291.178711
	Iteration 37Q: 3 clusters Score -7788578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7788587.500000 Penalty: 5291.178711
	Iteration 38Q: 3 clusters Score -7788588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7788592.000000 Penalty: 5291.178711
	Iteration 39Q: 3 clusters Score -7788592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7788586.000000 Penalty: 5291.178711
	Iteration 40F: 3 clusters Score -7788586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7788593.000000 Penalty: 5291.178711
	Iteration 41Q: 3 clusters Score -7788593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7788590.500000 Penalty: 5291.178711
	Iteration 42Q: 3 clusters Score -7788590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7788590.500000 Penalty: 5291.178711
	Iteration 43F: 3 clusters Score -7788590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Entering Unmasked Estep 
Score: -7795712.000000 Penalty: 2643.379395
	Iteration 0F: 2 clusters Score -7795712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7767926.500000 Penalty: 5286.758789
	Iteration 0F: 3 clusters Score -7767926 nChanged 19604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7778737.000000 Penalty: 5286.758789
	Iteration 1F: 3 clusters Score -7778737 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7779163.500000 Penalty: 5286.758789
	Iteration 2Q: 3 clusters Score -7779164 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -7779631.500000 Penalty: 5286.758789
	Iteration 3Q: 3 clusters Score -7779632 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -7779973.500000 Penalty: 5286.758789
	Iteration 4Q: 3 clusters Score -7779974 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -7780290.500000 Penalty: 5286.758789
	Iteration 5Q: 3 clusters Score -7780290 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -7780653.000000 Penalty: 5286.758789
	Iteration 6Q: 3 clusters Score -7780653 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -7780949.000000 Penalty: 5286.758789
	Iteration 7Q: 3 clusters Score -7780949 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -7781389.500000 Penalty: 5286.758789
	Iteration 8Q: 3 clusters Score -7781390 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -7781795.000000 Penalty: 5286.758789
	Iteration 9Q: 3 clusters Score -7781795 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -7782341.500000 Penalty: 5286.758789
	Iteration 10Q: 3 clusters Score -7782342 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7783173.000000 Penalty: 5286.758789
	Iteration 11Q: 3 clusters Score -7783173 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -7784405.500000 Penalty: 5286.758789
	Iteration 12Q: 3 clusters Score -7784406 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -7785914.000000 Penalty: 5286.758789
	Iteration 13Q: 3 clusters Score -7785914 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -7787364.500000 Penalty: 5286.758789
	Iteration 14F: 3 clusters Score -7787364 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -7788307.500000 Penalty: 5286.758789
	Iteration 15Q: 3 clusters Score -7788308 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -7788771.500000 Penalty: 5286.758789
	Iteration 16Q: 3 clusters Score -7788772 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -7789038.500000 Penalty: 5286.758789
	Iteration 17Q: 3 clusters Score -7789038 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -7789163.500000 Penalty: 5286.758789
	Iteration 18Q: 3 clusters Score -7789164 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -7789330.000000 Penalty: 5286.758789
	Iteration 19Q: 3 clusters Score -7789330 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -7789453.500000 Penalty: 5286.758789
	Iteration 20F: 3 clusters Score -7789454 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -7789561.500000 Penalty: 5286.758789
	Iteration 21Q: 3 clusters Score -7789562 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -7789694.000000 Penalty: 5286.758789
	Iteration 22Q: 3 clusters Score -7789694 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -7789803.500000 Penalty: 5286.758789
	Iteration 23Q: 3 clusters Score -7789804 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -7789901.000000 Penalty: 5286.758789
	Iteration 24Q: 3 clusters Score -7789901 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -7790047.000000 Penalty: 5286.758789
	Iteration 25Q: 3 clusters Score -7790047 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -7790210.500000 Penalty: 5286.758789
	Iteration 26Q: 3 clusters Score -7790210 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -7790327.000000 Penalty: 5286.758789
	Iteration 27Q: 3 clusters Score -7790327 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -7790465.000000 Penalty: 5286.758789
	Iteration 28Q: 3 clusters Score -7790465 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -7790571.000000 Penalty: 5286.758789
	Iteration 29Q: 3 clusters Score -7790571 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -7790706.000000 Penalty: 5286.758789
	Iteration 30Q: 3 clusters Score -7790706 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -7790839.500000 Penalty: 5286.758789
	Iteration 31Q: 3 clusters Score -7790840 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -7791008.500000 Penalty: 5286.758789
	Iteration 32Q: 3 clusters Score -7791008 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -7791161.000000 Penalty: 5286.758789
	Iteration 33Q: 3 clusters Score -7791161 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -7791311.000000 Penalty: 5286.758789
	Iteration 34Q: 3 clusters Score -7791311 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -7791451.500000 Penalty: 5286.758789
	Iteration 35Q: 3 clusters Score -7791452 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -7791627.500000 Penalty: 5286.758789
	Iteration 36Q: 3 clusters Score -7791628 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -7791747.000000 Penalty: 5286.758789
	Iteration 37Q: 3 clusters Score -7791747 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -7791901.000000 Penalty: 5286.758789
	Iteration 38Q: 3 clusters Score -7791901 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7792069.500000 Penalty: 5286.758789
	Iteration 39Q: 3 clusters Score -7792070 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7792179.000000 Penalty: 5286.758789
	Iteration 40F: 3 clusters Score -7792179 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7792278.000000 Penalty: 5286.758789
	Iteration 41Q: 3 clusters Score -7792278 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7792362.000000 Penalty: 5286.758789
	Iteration 42Q: 3 clusters Score -7792362 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7792487.000000 Penalty: 5286.758789
	Iteration 43Q: 3 clusters Score -7792487 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7792609.000000 Penalty: 5286.758789
	Iteration 44Q: 3 clusters Score -7792609 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7792736.000000 Penalty: 5286.758789
	Iteration 45Q: 3 clusters Score -7792736 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7792807.500000 Penalty: 5286.758789
	Iteration 46Q: 3 clusters Score -7792808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7792883.000000 Penalty: 5286.758789
	Iteration 47Q: 3 clusters Score -7792883 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7792912.500000 Penalty: 5286.758789
	Iteration 48Q: 3 clusters Score -7792912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7792980.000000 Penalty: 5286.758789
	Iteration 49Q: 3 clusters Score -7792980 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7793032.500000 Penalty: 5286.758789
	Iteration 50Q: 3 clusters Score -7793032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7793089.000000 Penalty: 5286.758789
	Iteration 51Q: 3 clusters Score -7793089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7793142.500000 Penalty: 5286.758789
	Iteration 52Q: 3 clusters Score -7793142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7793177.500000 Penalty: 5286.758789
	Iteration 53Q: 3 clusters Score -7793178 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7793248.500000 Penalty: 5286.758789
	Iteration 54Q: 3 clusters Score -7793248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7793303.500000 Penalty: 5286.758789
	Iteration 55Q: 3 clusters Score -7793304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7793345.000000 Penalty: 5286.758789
	Iteration 56Q: 3 clusters Score -7793345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7793377.000000 Penalty: 5286.758789
	Iteration 57Q: 3 clusters Score -7793377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7793402.500000 Penalty: 5286.758789
	Iteration 58Q: 3 clusters Score -7793402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7793421.000000 Penalty: 5286.758789
	Iteration 59Q: 3 clusters Score -7793421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7793437.000000 Penalty: 5286.758789
	Iteration 60F: 3 clusters Score -7793437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7793445.000000 Penalty: 5286.758789
	Iteration 61Q: 3 clusters Score -7793445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7793462.000000 Penalty: 5286.758789
	Iteration 62Q: 3 clusters Score -7793462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7793464.000000 Penalty: 5286.758789
	Iteration 63Q: 3 clusters Score -7793464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7793477.000000 Penalty: 5286.758789
	Iteration 64Q: 3 clusters Score -7793477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7793474.000000 Penalty: 5286.758789
	Iteration 65Q: 3 clusters Score -7793474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7793494.000000 Penalty: 5286.758789
	Iteration 66Q: 3 clusters Score -7793494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7793509.500000 Penalty: 5286.758789
	Iteration 67Q: 3 clusters Score -7793510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7793515.000000 Penalty: 5286.758789
	Iteration 68Q: 3 clusters Score -7793515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7793518.000000 Penalty: 5286.758789
	Iteration 69Q: 3 clusters Score -7793518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7793525.500000 Penalty: 5286.758789
	Iteration 70Q: 3 clusters Score -7793526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7793531.000000 Penalty: 5286.758789
	Iteration 71Q: 3 clusters Score -7793531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7793536.500000 Penalty: 5286.758789
	Iteration 72Q: 3 clusters Score -7793536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7793538.000000 Penalty: 5286.758789
	Iteration 73Q: 3 clusters Score -7793538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7793539.000000 Penalty: 5286.758789
	Iteration 74Q: 3 clusters Score -7793539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7793537.000000 Penalty: 5286.758789
	Iteration 75Q: 3 clusters Score -7793537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7793535.500000 Penalty: 5286.758789
	Iteration 76Q: 3 clusters Score -7793536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7793529.000000 Penalty: 5286.758789
	Iteration 77Q: 3 clusters Score -7793529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7793532.500000 Penalty: 5286.758789
	Iteration 78Q: 3 clusters Score -7793532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7793537.500000 Penalty: 5286.758789
	Iteration 79Q: 3 clusters Score -7793538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7793546.000000 Penalty: 5286.758789
	Iteration 80F: 3 clusters Score -7793546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7793545.500000 Penalty: 5286.758789
	Iteration 81Q: 3 clusters Score -7793546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7793552.500000 Penalty: 5286.758789
	Iteration 82Q: 3 clusters Score -7793552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7793557.500000 Penalty: 5286.758789
	Iteration 83Q: 3 clusters Score -7793558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7793560.000000 Penalty: 5286.758789
	Iteration 84Q: 3 clusters Score -7793560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7793560.000000 Penalty: 5286.758789
	Iteration 85Q: 3 clusters Score -7793560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7793554.500000 Penalty: 5286.758789
	Iteration 86Q: 3 clusters Score -7793554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7793549.500000 Penalty: 5286.758789
	Iteration 87Q: 3 clusters Score -7793550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7793555.500000 Penalty: 5286.758789
	Iteration 88Q: 3 clusters Score -7793556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7793551.000000 Penalty: 5286.758789
	Iteration 89Q: 3 clusters Score -7793551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7793546.500000 Penalty: 5286.758789
	Iteration 90Q: 3 clusters Score -7793546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7793558.500000 Penalty: 5286.758789
	Iteration 91Q: 3 clusters Score -7793558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7793548.000000 Penalty: 5286.758789
	Iteration 92Q: 3 clusters Score -7793548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7793550.000000 Penalty: 5286.758789
	Iteration 93Q: 3 clusters Score -7793550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7793554.000000 Penalty: 5286.758789
	Iteration 94Q: 3 clusters Score -7793554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7793553.500000 Penalty: 5286.758789
	Iteration 95Q: 3 clusters Score -7793554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7793551.000000 Penalty: 5286.758789
	Iteration 96Q: 3 clusters Score -7793551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7793553.500000 Penalty: 5286.758789
	Iteration 97Q: 3 clusters Score -7793554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7793559.500000 Penalty: 5286.758789
	Iteration 98Q: 3 clusters Score -7793560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7793555.500000 Penalty: 5286.758789
	Iteration 99Q: 3 clusters Score -7793556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7793553.000000 Penalty: 5286.758789
	Iteration 100F: 3 clusters Score -7793553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Entering Unmasked Estep 
Score: -7635651.000000 Penalty: 2644.559326
	Iteration 0F: 2 clusters Score -7635651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -7607420.000000 Penalty: 5289.118652
	Iteration 0F: 3 clusters Score -7607420 nChanged 19441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7618021.000000 Penalty: 5289.118652
	Iteration 1F: 3 clusters Score -7618021 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -7618476.000000 Penalty: 5289.118652
	Iteration 2Q: 3 clusters Score -7618476 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -7618813.500000 Penalty: 5289.118652
	Iteration 3Q: 3 clusters Score -7618814 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7619167.500000 Penalty: 5289.118652
	Iteration 4Q: 3 clusters Score -7619168 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -7619444.500000 Penalty: 5289.118652
	Iteration 5Q: 3 clusters Score -7619444 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -7619791.000000 Penalty: 5289.118652
	Iteration 6Q: 3 clusters Score -7619791 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -7620125.000000 Penalty: 5289.118652
	Iteration 7Q: 3 clusters Score -7620125 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -7620607.500000 Penalty: 5289.118652
	Iteration 8Q: 3 clusters Score -7620608 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -7621244.000000 Penalty: 5289.118652
	Iteration 9Q: 3 clusters Score -7621244 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -7621998.500000 Penalty: 5289.118652
	Iteration 10Q: 3 clusters Score -7621998 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -7623260.000000 Penalty: 5289.118652
	Iteration 11Q: 3 clusters Score -7623260 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -7624949.000000 Penalty: 5289.118652
	Iteration 12F: 3 clusters Score -7624949 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -7626815.500000 Penalty: 5289.118652
	Iteration 13F: 3 clusters Score -7626816 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -7628200.000000 Penalty: 5289.118652
	Iteration 14Q: 3 clusters Score -7628200 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -7629026.000000 Penalty: 5289.118652
	Iteration 15Q: 3 clusters Score -7629026 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -7629671.000000 Penalty: 5289.118652
	Iteration 16Q: 3 clusters Score -7629671 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7630149.000000 Penalty: 5289.118652
	Iteration 17Q: 3 clusters Score -7630149 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -7630495.000000 Penalty: 5289.118652
	Iteration 18Q: 3 clusters Score -7630495 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -7630819.000000 Penalty: 5289.118652
	Iteration 19Q: 3 clusters Score -7630819 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -7631049.000000 Penalty: 5289.118652
	Iteration 20F: 3 clusters Score -7631049 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -7631204.000000 Penalty: 5289.118652
	Iteration 21Q: 3 clusters Score -7631204 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -7631278.500000 Penalty: 5289.118652
	Iteration 22Q: 3 clusters Score -7631278 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -7631333.000000 Penalty: 5289.118652
	Iteration 23Q: 3 clusters Score -7631333 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -7631351.500000 Penalty: 5289.118652
	Iteration 24Q: 3 clusters Score -7631352 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -7631420.500000 Penalty: 5289.118652
	Iteration 25Q: 3 clusters Score -7631420 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -7631437.500000 Penalty: 5289.118652
	Iteration 26Q: 3 clusters Score -7631438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -7631452.500000 Penalty: 5289.118652
	Iteration 27Q: 3 clusters Score -7631452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -7631442.000000 Penalty: 5289.118652
	Iteration 28Q: 3 clusters Score -7631442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -7631456.500000 Penalty: 5289.118652
	Iteration 29Q: 3 clusters Score -7631456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -7631464.500000 Penalty: 5289.118652
	Iteration 30Q: 3 clusters Score -7631464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -7631462.000000 Penalty: 5289.118652
	Iteration 31Q: 3 clusters Score -7631462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -7631477.000000 Penalty: 5289.118652
	Iteration 32Q: 3 clusters Score -7631477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -7631483.000000 Penalty: 5289.118652
	Iteration 33Q: 3 clusters Score -7631483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -7631475.500000 Penalty: 5289.118652
	Iteration 34Q: 3 clusters Score -7631476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -7631465.000000 Penalty: 5289.118652
	Iteration 35Q: 3 clusters Score -7631465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -7631474.000000 Penalty: 5289.118652
	Iteration 36Q: 3 clusters Score -7631474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -7631470.500000 Penalty: 5289.118652
	Iteration 37Q: 3 clusters Score -7631470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7631477.500000 Penalty: 5289.118652
	Iteration 38Q: 3 clusters Score -7631478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -7631479.000000 Penalty: 5289.118652
	Iteration 39Q: 3 clusters Score -7631479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -7631475.500000 Penalty: 5289.118652
	Iteration 40F: 3 clusters Score -7631476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -7631480.500000 Penalty: 5289.118652
	Iteration 41Q: 3 clusters Score -7631480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -7631485.500000 Penalty: 5289.118652
	Iteration 42Q: 3 clusters Score -7631486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -7631480.000000 Penalty: 5289.118652
	Iteration 43Q: 3 clusters Score -7631480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -7631478.000000 Penalty: 5289.118652
	Iteration 44Q: 3 clusters Score -7631478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -7631479.500000 Penalty: 5289.118652
	Iteration 45Q: 3 clusters Score -7631480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -7631474.000000 Penalty: 5289.118652
	Iteration 46Q: 3 clusters Score -7631474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -7631476.500000 Penalty: 5289.118652
	Iteration 47Q: 3 clusters Score -7631476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -7631476.500000 Penalty: 5289.118652
	Iteration 48F: 3 clusters Score -7631476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Entering Unmasked Estep 
Score: -1368839.375000 Penalty: 2232.730713
	Iteration 0F: 2 clusters Score -1368839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1362421.500000 Penalty: 4465.461426
	Iteration 0F: 3 clusters Score -1362422 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1364518.500000 Penalty: 4465.461426
	Iteration 1F: 3 clusters Score -1364518 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1365311.625000 Penalty: 4465.461426
	Iteration 2F: 3 clusters Score -1365312 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1366144.500000 Penalty: 4465.461426
	Iteration 3F: 3 clusters Score -1366144 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1366785.000000 Penalty: 4465.461426
	Iteration 4F: 3 clusters Score -1366785 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1367200.250000 Penalty: 4465.461426
	Iteration 5F: 3 clusters Score -1367200 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1367477.750000 Penalty: 4465.461426
	Iteration 6Q: 3 clusters Score -1367478 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1367670.250000 Penalty: 4465.461426
	Iteration 7Q: 3 clusters Score -1367670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1367797.750000 Penalty: 4465.461426
	Iteration 8Q: 3 clusters Score -1367798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1367903.250000 Penalty: 4465.461426
	Iteration 9Q: 3 clusters Score -1367903 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1367967.625000 Penalty: 4465.461426
	Iteration 10Q: 3 clusters Score -1367968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1368008.625000 Penalty: 4465.461426
	Iteration 11Q: 3 clusters Score -1368009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1368037.625000 Penalty: 4465.461426
	Iteration 12Q: 3 clusters Score -1368038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1368055.000000 Penalty: 4465.461426
	Iteration 13Q: 3 clusters Score -1368055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1368068.500000 Penalty: 4465.461426
	Iteration 14Q: 3 clusters Score -1368068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1368076.625000 Penalty: 4465.461426
	Iteration 15Q: 3 clusters Score -1368077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1368087.250000 Penalty: 4465.461426
	Iteration 16Q: 3 clusters Score -1368087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1368090.000000 Penalty: 4465.461426
	Iteration 17Q: 3 clusters Score -1368090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1368096.000000 Penalty: 4465.461426
	Iteration 18Q: 3 clusters Score -1368096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1368098.625000 Penalty: 4465.461426
	Iteration 19Q: 3 clusters Score -1368099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1368102.875000 Penalty: 4465.461426
	Iteration 20F: 3 clusters Score -1368103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1368107.500000 Penalty: 4465.461426
	Iteration 21Q: 3 clusters Score -1368108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1368109.750000 Penalty: 4465.461426
	Iteration 22Q: 3 clusters Score -1368110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1368114.750000 Penalty: 4465.461426
	Iteration 23Q: 3 clusters Score -1368115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1368115.500000 Penalty: 4465.461426
	Iteration 24Q: 3 clusters Score -1368116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1368117.375000 Penalty: 4465.461426
	Iteration 25Q: 3 clusters Score -1368117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1368117.250000 Penalty: 4465.461426
	Iteration 26Q: 3 clusters Score -1368117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1368114.875000 Penalty: 4465.461426
	Iteration 27Q: 3 clusters Score -1368115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1368117.500000 Penalty: 4465.461426
	Iteration 28Q: 3 clusters Score -1368118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1368116.625000 Penalty: 4465.461426
	Iteration 29Q: 3 clusters Score -1368117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1368117.000000 Penalty: 4465.461426
	Iteration 30Q: 3 clusters Score -1368117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1368118.000000 Penalty: 4465.461426
	Iteration 31Q: 3 clusters Score -1368118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1368120.125000 Penalty: 4465.461426
	Iteration 32Q: 3 clusters Score -1368120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1368121.250000 Penalty: 4465.461426
	Iteration 33Q: 3 clusters Score -1368121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1368122.000000 Penalty: 4465.461426
	Iteration 34Q: 3 clusters Score -1368122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1368128.625000 Penalty: 4465.461426
	Iteration 35Q: 3 clusters Score -1368129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1368133.000000 Penalty: 4465.461426
	Iteration 36Q: 3 clusters Score -1368133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1368133.500000 Penalty: 4465.461426
	Iteration 37Q: 3 clusters Score -1368134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1368137.500000 Penalty: 4465.461426
	Iteration 38Q: 3 clusters Score -1368138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1368136.875000 Penalty: 4465.461426
	Iteration 39Q: 3 clusters Score -1368137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1368142.750000 Penalty: 4465.461426
	Iteration 40F: 3 clusters Score -1368143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1368142.250000 Penalty: 4465.461426
	Iteration 41Q: 3 clusters Score -1368142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1368142.125000 Penalty: 4465.461426
	Iteration 42Q: 3 clusters Score -1368142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1368143.750000 Penalty: 4465.461426
	Iteration 43Q: 3 clusters Score -1368144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1368150.000000 Penalty: 4465.461426
	Iteration 44Q: 3 clusters Score -1368150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1368150.750000 Penalty: 4465.461426
	Iteration 45Q: 3 clusters Score -1368151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1368152.000000 Penalty: 4465.461426
	Iteration 46Q: 3 clusters Score -1368152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1368156.125000 Penalty: 4465.461426
	Iteration 47Q: 3 clusters Score -1368156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1368156.125000 Penalty: 4465.461426
	Iteration 48Q: 3 clusters Score -1368156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1368155.125000 Penalty: 4465.461426
	Iteration 49Q: 3 clusters Score -1368155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1368155.500000 Penalty: 4465.461426
	Iteration 50Q: 3 clusters Score -1368156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1368157.375000 Penalty: 4465.461426
	Iteration 51Q: 3 clusters Score -1368157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1368154.500000 Penalty: 4465.461426
	Iteration 52Q: 3 clusters Score -1368154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1368158.000000 Penalty: 4465.461426
	Iteration 53Q: 3 clusters Score -1368158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1368157.625000 Penalty: 4465.461426
	Iteration 54Q: 3 clusters Score -1368158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1368156.625000 Penalty: 4465.461426
	Iteration 55Q: 3 clusters Score -1368157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1368155.750000 Penalty: 4465.461426
	Iteration 56Q: 3 clusters Score -1368156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1368155.750000 Penalty: 4465.461426
	Iteration 57F: 3 clusters Score -1368156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Entering Unmasked Estep 
Score: -6880682.000000 Penalty: 2618.840576
	Iteration 0F: 2 clusters Score -6880682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -6854725.000000 Penalty: 5237.681152
	Iteration 0F: 3 clusters Score -6854725 nChanged 17578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -6864416.000000 Penalty: 5237.681152
	Iteration 1F: 3 clusters Score -6864416 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -6865081.500000 Penalty: 5237.681152
	Iteration 2Q: 3 clusters Score -6865082 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6865951.500000 Penalty: 5237.681152
	Iteration 3F: 3 clusters Score -6865952 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -6867444.000000 Penalty: 5237.681152
	Iteration 4F: 3 clusters Score -6867444 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -6869590.000000 Penalty: 5237.681152
	Iteration 5F: 3 clusters Score -6869590 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -6872171.500000 Penalty: 5237.681152
	Iteration 6F: 3 clusters Score -6872172 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -6874649.500000 Penalty: 5237.681152
	Iteration 7F: 3 clusters Score -6874650 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -6876425.000000 Penalty: 5237.681152
	Iteration 8F: 3 clusters Score -6876425 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -6877443.000000 Penalty: 5237.681152
	Iteration 9Q: 3 clusters Score -6877443 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -6877893.000000 Penalty: 5237.681152
	Iteration 10Q: 3 clusters Score -6877893 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -6878134.000000 Penalty: 5237.681152
	Iteration 11Q: 3 clusters Score -6878134 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -6878295.500000 Penalty: 5237.681152
	Iteration 12Q: 3 clusters Score -6878296 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -6878401.500000 Penalty: 5237.681152
	Iteration 13Q: 3 clusters Score -6878402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -6878471.000000 Penalty: 5237.681152
	Iteration 14Q: 3 clusters Score -6878471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -6878509.500000 Penalty: 5237.681152
	Iteration 15Q: 3 clusters Score -6878510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -6878540.500000 Penalty: 5237.681152
	Iteration 16Q: 3 clusters Score -6878540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -6878556.500000 Penalty: 5237.681152
	Iteration 17Q: 3 clusters Score -6878556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -6878552.000000 Penalty: 5237.681152
	Iteration 18Q: 3 clusters Score -6878552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -6878576.000000 Penalty: 5237.681152
	Iteration 19Q: 3 clusters Score -6878576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -6878583.500000 Penalty: 5237.681152
	Iteration 20F: 3 clusters Score -6878584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -6878586.500000 Penalty: 5237.681152
	Iteration 21Q: 3 clusters Score -6878586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -6878598.000000 Penalty: 5237.681152
	Iteration 22Q: 3 clusters Score -6878598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -6878601.500000 Penalty: 5237.681152
	Iteration 23Q: 3 clusters Score -6878602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -6878608.000000 Penalty: 5237.681152
	Iteration 24Q: 3 clusters Score -6878608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -6878624.500000 Penalty: 5237.681152
	Iteration 25Q: 3 clusters Score -6878624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -6878626.000000 Penalty: 5237.681152
	Iteration 26Q: 3 clusters Score -6878626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -6878633.000000 Penalty: 5237.681152
	Iteration 27Q: 3 clusters Score -6878633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -6878633.500000 Penalty: 5237.681152
	Iteration 28Q: 3 clusters Score -6878634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -6878637.000000 Penalty: 5237.681152
	Iteration 29Q: 3 clusters Score -6878637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6878633.000000 Penalty: 5237.681152
	Iteration 30Q: 3 clusters Score -6878633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6878637.500000 Penalty: 5237.681152
	Iteration 31Q: 3 clusters Score -6878638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -6878638.000000 Penalty: 5237.681152
	Iteration 32Q: 3 clusters Score -6878638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -6878636.000000 Penalty: 5237.681152
	Iteration 33Q: 3 clusters Score -6878636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -6878636.500000 Penalty: 5237.681152
	Iteration 34Q: 3 clusters Score -6878636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6878634.000000 Penalty: 5237.681152
	Iteration 35Q: 3 clusters Score -6878634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6878630.000000 Penalty: 5237.681152
	Iteration 36Q: 3 clusters Score -6878630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -6878637.000000 Penalty: 5237.681152
	Iteration 37Q: 3 clusters Score -6878637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -6878635.500000 Penalty: 5237.681152
	Iteration 38Q: 3 clusters Score -6878636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -6878641.000000 Penalty: 5237.681152
	Iteration 39Q: 3 clusters Score -6878641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6878641.500000 Penalty: 5237.681152
	Iteration 40F: 3 clusters Score -6878642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -6878646.000000 Penalty: 5237.681152
	Iteration 41Q: 3 clusters Score -6878646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6878642.000000 Penalty: 5237.681152
	Iteration 42Q: 3 clusters Score -6878642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6878642.000000 Penalty: 5237.681152
	Iteration 43F: 3 clusters Score -6878642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -44004.917969 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -44004.92 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 119 members 
Entering Unmasked Estep 
Score: -42807.878906 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -42807.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42993.800781 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -42993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -43045.761719 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -43045.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43065.074219 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -43065.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -43076.808594 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -43076.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43079.445312 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -43079.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43080.804688 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -43080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -43089.796875 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -43089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43093.304688 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -43093.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43104.691406 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -43104.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43104.691406 Penalty: 2794.855469
	Iteration 10F: 3 clusters Score -43104.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -194944.593750 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -194944.6 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 582 members 
Entering Unmasked Estep 
Score: -192878.968750 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -192879 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -193220.109375 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -193220.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -193363.968750 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -193364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193439.296875 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -193439.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193473.796875 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -193473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -193496.531250 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -193496.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -193506.750000 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -193506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -193515.828125 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -193515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -193524.906250 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -193524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -193529.796875 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -193529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -193534.093750 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -193534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -193535.000000 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -193535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -193535.000000 Penalty: 3492.974121
	Iteration 12F: 3 clusters Score -193535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Entering Unmasked Estep 
Score: -7786924.000000 Penalty: 2647.229736
	Iteration 0F: 2 clusters Score -7786924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -7758251.500000 Penalty: 5294.459473
	Iteration 0F: 3 clusters Score -7758252 nChanged 19832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -7769475.000000 Penalty: 5294.459473
	Iteration 1F: 3 clusters Score -7769475 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -7770143.500000 Penalty: 5294.459473
	Iteration 2Q: 3 clusters Score -7770144 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7770826.500000 Penalty: 5294.459473
	Iteration 3Q: 3 clusters Score -7770826 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -7771589.500000 Penalty: 5294.459473
	Iteration 4Q: 3 clusters Score -7771590 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -7772352.000000 Penalty: 5294.459473
	Iteration 5Q: 3 clusters Score -7772352 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -7773141.500000 Penalty: 5294.459473
	Iteration 6Q: 3 clusters Score -7773142 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -7774038.500000 Penalty: 5294.459473
	Iteration 7Q: 3 clusters Score -7774038 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -7774935.500000 Penalty: 5294.459473
	Iteration 8Q: 3 clusters Score -7774936 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -7775847.500000 Penalty: 5294.459473
	Iteration 9Q: 3 clusters Score -7775848 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -7776936.500000 Penalty: 5294.459473
	Iteration 10Q: 3 clusters Score -7776936 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -7778228.000000 Penalty: 5294.459473
	Iteration 11Q: 3 clusters Score -7778228 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -7779566.500000 Penalty: 5294.459473
	Iteration 12Q: 3 clusters Score -7779566 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -7780906.500000 Penalty: 5294.459473
	Iteration 13Q: 3 clusters Score -7780906 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -7782130.500000 Penalty: 5294.459473
	Iteration 14Q: 3 clusters Score -7782130 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7783064.500000 Penalty: 5294.459473
	Iteration 15Q: 3 clusters Score -7783064 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7783671.000000 Penalty: 5294.459473
	Iteration 16Q: 3 clusters Score -7783671 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7784091.500000 Penalty: 5294.459473
	Iteration 17Q: 3 clusters Score -7784092 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7784274.500000 Penalty: 5294.459473
	Iteration 18Q: 3 clusters Score -7784274 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7784397.500000 Penalty: 5294.459473
	Iteration 19Q: 3 clusters Score -7784398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7784426.500000 Penalty: 5294.459473
	Iteration 20F: 3 clusters Score -7784426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7784478.500000 Penalty: 5294.459473
	Iteration 21Q: 3 clusters Score -7784478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7784524.000000 Penalty: 5294.459473
	Iteration 22Q: 3 clusters Score -7784524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7784567.000000 Penalty: 5294.459473
	Iteration 23Q: 3 clusters Score -7784567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7784588.000000 Penalty: 5294.459473
	Iteration 24Q: 3 clusters Score -7784588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7784607.000000 Penalty: 5294.459473
	Iteration 25Q: 3 clusters Score -7784607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7784613.500000 Penalty: 5294.459473
	Iteration 26Q: 3 clusters Score -7784614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7784620.000000 Penalty: 5294.459473
	Iteration 27Q: 3 clusters Score -7784620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7784630.000000 Penalty: 5294.459473
	Iteration 28Q: 3 clusters Score -7784630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7784629.000000 Penalty: 5294.459473
	Iteration 29Q: 3 clusters Score -7784629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7784641.000000 Penalty: 5294.459473
	Iteration 30Q: 3 clusters Score -7784641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7784648.000000 Penalty: 5294.459473
	Iteration 31Q: 3 clusters Score -7784648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7784649.000000 Penalty: 5294.459473
	Iteration 32Q: 3 clusters Score -7784649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7784656.500000 Penalty: 5294.459473
	Iteration 33Q: 3 clusters Score -7784656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7784661.500000 Penalty: 5294.459473
	Iteration 34Q: 3 clusters Score -7784662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7784672.000000 Penalty: 5294.459473
	Iteration 35Q: 3 clusters Score -7784672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7784669.000000 Penalty: 5294.459473
	Iteration 36Q: 3 clusters Score -7784669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7784669.000000 Penalty: 5294.459473
	Iteration 37F: 3 clusters Score -7784669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -130387.023438 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130387 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130800.109375 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130800.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130950.242188 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -130950.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131051.281250 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -131051.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131136.609375 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -131136.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131197.203125 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131197.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131239.140625 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131239.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -131278.328125 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131278.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131333.453125 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131333.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131374.781250 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131405.031250 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131441.281250 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131462.406250 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131495.265625 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131521.468750 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -131521.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131548.843750 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -131548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131563.000000 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -131563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131570.406250 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -131570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131573.453125 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -131573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131574.093750 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -131574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131578.796875 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -131578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131585.734375 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -131585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131588.250000 Penalty: 3370.670166
	Iteration 22Q: 3 clusters Score -131588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131590.656250 Penalty: 3370.670166
	Iteration 23Q: 3 clusters Score -131590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131590.656250 Penalty: 3370.670166
	Iteration 24F: 3 clusters Score -131590.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10257.893555 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10257.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10331.444336 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10331.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10348.567383 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10348.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10359.761719 Penalty: 2538.524902
	Iteration 3Q: 3 clusters Score -10359.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10378.444336 Penalty: 2538.524902
	Iteration 4Q: 3 clusters Score -10378.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10378.444336 Penalty: 2538.524902
	Iteration 5F: 3 clusters Score -10378.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Entering Unmasked Estep 
Score: -7688332.500000 Penalty: 2647.011475
	Iteration 0F: 2 clusters Score -7688332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7659866.000000 Penalty: 5294.022949
	Iteration 0F: 3 clusters Score -7659866 nChanged 19732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -7670841.500000 Penalty: 5294.022949
	Iteration 1F: 3 clusters Score -7670842 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -7671398.000000 Penalty: 5294.022949
	Iteration 2Q: 3 clusters Score -7671398 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -7671937.500000 Penalty: 5294.022949
	Iteration 3Q: 3 clusters Score -7671938 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -7672498.500000 Penalty: 5294.022949
	Iteration 4Q: 3 clusters Score -7672498 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -7673085.500000 Penalty: 5294.022949
	Iteration 5Q: 3 clusters Score -7673086 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -7673783.000000 Penalty: 5294.022949
	Iteration 6Q: 3 clusters Score -7673783 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -7674690.000000 Penalty: 5294.022949
	Iteration 7Q: 3 clusters Score -7674690 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -7675927.500000 Penalty: 5294.022949
	Iteration 8Q: 3 clusters Score -7675928 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -7677345.500000 Penalty: 5294.022949
	Iteration 9F: 3 clusters Score -7677346 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -7678855.500000 Penalty: 5294.022949
	Iteration 10Q: 3 clusters Score -7678856 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -7680092.000000 Penalty: 5294.022949
	Iteration 11Q: 3 clusters Score -7680092 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -7680935.000000 Penalty: 5294.022949
	Iteration 12Q: 3 clusters Score -7680935 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -7681459.000000 Penalty: 5294.022949
	Iteration 13Q: 3 clusters Score -7681459 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -7681739.000000 Penalty: 5294.022949
	Iteration 14Q: 3 clusters Score -7681739 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -7681925.500000 Penalty: 5294.022949
	Iteration 15Q: 3 clusters Score -7681926 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -7682029.000000 Penalty: 5294.022949
	Iteration 16Q: 3 clusters Score -7682029 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -7682149.500000 Penalty: 5294.022949
	Iteration 17Q: 3 clusters Score -7682150 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -7682284.500000 Penalty: 5294.022949
	Iteration 18Q: 3 clusters Score -7682284 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -7682384.000000 Penalty: 5294.022949
	Iteration 19Q: 3 clusters Score -7682384 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -7682521.500000 Penalty: 5294.022949
	Iteration 20F: 3 clusters Score -7682522 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -7682684.000000 Penalty: 5294.022949
	Iteration 21Q: 3 clusters Score -7682684 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -7682857.500000 Penalty: 5294.022949
	Iteration 22Q: 3 clusters Score -7682858 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -7683046.000000 Penalty: 5294.022949
	Iteration 23Q: 3 clusters Score -7683046 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -7683261.500000 Penalty: 5294.022949
	Iteration 24Q: 3 clusters Score -7683262 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -7683488.500000 Penalty: 5294.022949
	Iteration 25Q: 3 clusters Score -7683488 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -7683729.500000 Penalty: 5294.022949
	Iteration 26Q: 3 clusters Score -7683730 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -7683970.500000 Penalty: 5294.022949
	Iteration 27Q: 3 clusters Score -7683970 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -7684247.500000 Penalty: 5294.022949
	Iteration 28Q: 3 clusters Score -7684248 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7684483.500000 Penalty: 5294.022949
	Iteration 29Q: 3 clusters Score -7684484 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -7684688.000000 Penalty: 5294.022949
	Iteration 30Q: 3 clusters Score -7684688 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7684893.500000 Penalty: 5294.022949
	Iteration 31Q: 3 clusters Score -7684894 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7685093.500000 Penalty: 5294.022949
	Iteration 32Q: 3 clusters Score -7685094 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7685321.500000 Penalty: 5294.022949
	Iteration 33Q: 3 clusters Score -7685322 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7685457.500000 Penalty: 5294.022949
	Iteration 34Q: 3 clusters Score -7685458 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7685584.500000 Penalty: 5294.022949
	Iteration 35Q: 3 clusters Score -7685584 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7685676.000000 Penalty: 5294.022949
	Iteration 36Q: 3 clusters Score -7685676 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7685763.000000 Penalty: 5294.022949
	Iteration 37Q: 3 clusters Score -7685763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7685848.000000 Penalty: 5294.022949
	Iteration 38Q: 3 clusters Score -7685848 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7685911.000000 Penalty: 5294.022949
	Iteration 39Q: 3 clusters Score -7685911 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7685974.000000 Penalty: 5294.022949
	Iteration 40F: 3 clusters Score -7685974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7685988.500000 Penalty: 5294.022949
	Iteration 41Q: 3 clusters Score -7685988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7686008.000000 Penalty: 5294.022949
	Iteration 42Q: 3 clusters Score -7686008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7686019.500000 Penalty: 5294.022949
	Iteration 43Q: 3 clusters Score -7686020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7686045.000000 Penalty: 5294.022949
	Iteration 44Q: 3 clusters Score -7686045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7686066.500000 Penalty: 5294.022949
	Iteration 45Q: 3 clusters Score -7686066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7686078.000000 Penalty: 5294.022949
	Iteration 46Q: 3 clusters Score -7686078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7686094.500000 Penalty: 5294.022949
	Iteration 47Q: 3 clusters Score -7686094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7686116.500000 Penalty: 5294.022949
	Iteration 48Q: 3 clusters Score -7686116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7686143.000000 Penalty: 5294.022949
	Iteration 49Q: 3 clusters Score -7686143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7686157.500000 Penalty: 5294.022949
	Iteration 50Q: 3 clusters Score -7686158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7686177.500000 Penalty: 5294.022949
	Iteration 51Q: 3 clusters Score -7686178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7686186.500000 Penalty: 5294.022949
	Iteration 52Q: 3 clusters Score -7686186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7686189.000000 Penalty: 5294.022949
	Iteration 53Q: 3 clusters Score -7686189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7686209.500000 Penalty: 5294.022949
	Iteration 54Q: 3 clusters Score -7686210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7686210.500000 Penalty: 5294.022949
	Iteration 55Q: 3 clusters Score -7686210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7686205.500000 Penalty: 5294.022949
	Iteration 56Q: 3 clusters Score -7686206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7686210.000000 Penalty: 5294.022949
	Iteration 57Q: 3 clusters Score -7686210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7686215.000000 Penalty: 5294.022949
	Iteration 58Q: 3 clusters Score -7686215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7686215.000000 Penalty: 5294.022949
	Iteration 59Q: 3 clusters Score -7686215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7686210.500000 Penalty: 5294.022949
	Iteration 60F: 3 clusters Score -7686210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7686209.000000 Penalty: 5294.022949
	Iteration 61Q: 3 clusters Score -7686209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7686208.000000 Penalty: 5294.022949
	Iteration 62Q: 3 clusters Score -7686208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7686208.500000 Penalty: 5294.022949
	Iteration 63Q: 3 clusters Score -7686208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7686209.500000 Penalty: 5294.022949
	Iteration 64Q: 3 clusters Score -7686210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7686211.500000 Penalty: 5294.022949
	Iteration 65Q: 3 clusters Score -7686212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7686217.000000 Penalty: 5294.022949
	Iteration 66Q: 3 clusters Score -7686217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7686217.000000 Penalty: 5294.022949
	Iteration 67F: 3 clusters Score -7686217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 40400 members 
Mstep: Class 9 contains 47574 members 
Mstep: Class 10 contains 50177 members 
Mstep: Class 11 contains 33340 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 25174 members 
Mstep: Class 14 contains 39424 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 18548 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 43929 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37564 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39725 members 
Mstep: Class 29 contains 41144 members 
Mstep: Class 30 contains 48460 members 
Mstep: Class 31 contains 5990 members 
Mstep: Class 32 contains 42184 members 
Mstep: Class 33 contains 42946 members 
Mstep: Class 34 contains 42565 members 
Mstep: Class 35 contains 42768 members 
Mstep: Class 36 contains 8127 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43231 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436432.000000 Penalty: 152010.671875
Iteration 279Q: 45 clusters Score -1.964364e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16394 members 
Mstep: Class 4 contains 47659 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6536 members 
Mstep: Class 8 contains 40402 members 
Mstep: Class 9 contains 47577 members 
Mstep: Class 10 contains 50169 members 
Mstep: Class 11 contains 33237 members 
Mstep: Class 12 contains 48024 members 
Mstep: Class 13 contains 25526 members 
Mstep: Class 14 contains 39459 members 
Mstep: Class 15 contains 44199 members 
Mstep: Class 16 contains 35878 members 
Mstep: Class 17 contains 18544 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13315 members 
Mstep: Class 23 contains 43932 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37560 members 
Mstep: Class 26 contains 8657 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 39716 members 
Mstep: Class 29 contains 41141 members 
Mstep: Class 30 contains 48776 members 
Mstep: Class 31 contains 5991 members 
Mstep: Class 32 contains 41798 members 
Mstep: Class 33 contains 42940 members 
Mstep: Class 34 contains 42552 members 
Mstep: Class 35 contains 42763 members 
Mstep: Class 36 contains 8184 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43229 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43197 members 
Mstep: Class 44 contains 30117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436960.000000 Penalty: 152010.671875
Iteration 280F: 45 clusters Score -1.96437e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 47638 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 40399 members 
Mstep: Class 9 contains 47576 members 
Mstep: Class 10 contains 50162 members 
Mstep: Class 11 contains 33092 members 
Mstep: Class 12 contains 48016 members 
Mstep: Class 13 contains 25856 members 
Mstep: Class 14 contains 39427 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 35879 members 
Mstep: Class 17 contains 18546 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13312 members 
Mstep: Class 23 contains 43949 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37489 members 
Mstep: Class 26 contains 8652 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 39706 members 
Mstep: Class 29 contains 41137 members 
Mstep: Class 30 contains 48064 members 
Mstep: Class 31 contains 5993 members 
Mstep: Class 32 contains 41263 members 
Mstep: Class 33 contains 42969 members 
Mstep: Class 34 contains 42526 members 
Mstep: Class 35 contains 42759 members 
Mstep: Class 36 contains 8146 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43234 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43194 members 
Mstep: Class 44 contains 31471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436880.000000 Penalty: 152010.671875
Iteration 281Q: 45 clusters Score -1.964369e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 47624 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16344 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 40399 members 
Mstep: Class 9 contains 47583 members 
Mstep: Class 10 contains 50160 members 
Mstep: Class 11 contains 32988 members 
Mstep: Class 12 contains 48015 members 
Mstep: Class 13 contains 26261 members 
Mstep: Class 14 contains 39384 members 
Mstep: Class 15 contains 44194 members 
Mstep: Class 16 contains 35877 members 
Mstep: Class 17 contains 18543 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6545 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 43962 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37443 members 
Mstep: Class 26 contains 8653 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 39695 members 
Mstep: Class 29 contains 41140 members 
Mstep: Class 30 contains 47451 members 
Mstep: Class 31 contains 5998 members 
Mstep: Class 32 contains 40793 members 
Mstep: Class 33 contains 42977 members 
Mstep: Class 34 contains 42511 members 
Mstep: Class 35 contains 42756 members 
Mstep: Class 36 contains 8118 members 
Mstep: Class 37 contains 38556 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43229 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43197 members 
Mstep: Class 44 contains 32454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437264.000000 Penalty: 152010.671875
Iteration 282Q: 45 clusters Score -1.964373e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 47614 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 40397 members 
Mstep: Class 9 contains 47575 members 
Mstep: Class 10 contains 50159 members 
Mstep: Class 11 contains 32825 members 
Mstep: Class 12 contains 48012 members 
Mstep: Class 13 contains 26590 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 44193 members 
Mstep: Class 16 contains 35873 members 
Mstep: Class 17 contains 18542 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6543 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 43969 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37389 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46609 members 
Mstep: Class 28 contains 39692 members 
Mstep: Class 29 contains 41145 members 
Mstep: Class 30 contains 47043 members 
Mstep: Class 31 contains 6002 members 
Mstep: Class 32 contains 40380 members 
Mstep: Class 33 contains 42987 members 
Mstep: Class 34 contains 42497 members 
Mstep: Class 35 contains 42765 members 
Mstep: Class 36 contains 8110 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43227 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43193 members 
Mstep: Class 44 contains 33294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437264.000000 Penalty: 152010.671875
Iteration 283Q: 45 clusters Score -1.964373e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 47602 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 40397 members 
Mstep: Class 9 contains 47576 members 
Mstep: Class 10 contains 50158 members 
Mstep: Class 11 contains 32652 members 
Mstep: Class 12 contains 48014 members 
Mstep: Class 13 contains 26877 members 
Mstep: Class 14 contains 39264 members 
Mstep: Class 15 contains 44202 members 
Mstep: Class 16 contains 35871 members 
Mstep: Class 17 contains 18542 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 13312 members 
Mstep: Class 23 contains 43972 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37351 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 39685 members 
Mstep: Class 29 contains 41143 members 
Mstep: Class 30 contains 46659 members 
Mstep: Class 31 contains 6003 members 
Mstep: Class 32 contains 40027 members 
Mstep: Class 33 contains 43007 members 
Mstep: Class 34 contains 42492 members 
Mstep: Class 35 contains 42781 members 
Mstep: Class 36 contains 8111 members 
Mstep: Class 37 contains 38554 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43230 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43191 members 
Mstep: Class 44 contains 34034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437776.000000 Penalty: 152010.671875
Iteration 284Q: 45 clusters Score -1.964378e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 47593 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16349 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 40398 members 
Mstep: Class 9 contains 47573 members 
Mstep: Class 10 contains 50158 members 
Mstep: Class 11 contains 32473 members 
Mstep: Class 12 contains 48017 members 
Mstep: Class 13 contains 27114 members 
Mstep: Class 14 contains 39194 members 
Mstep: Class 15 contains 44218 members 
Mstep: Class 16 contains 35872 members 
Mstep: Class 17 contains 18540 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 43975 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37304 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46605 members 
Mstep: Class 28 contains 39688 members 
Mstep: Class 29 contains 41140 members 
Mstep: Class 30 contains 46335 members 
Mstep: Class 31 contains 6003 members 
Mstep: Class 32 contains 39717 members 
Mstep: Class 33 contains 43020 members 
Mstep: Class 34 contains 42496 members 
Mstep: Class 35 contains 42784 members 
Mstep: Class 36 contains 8115 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43224 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43193 members 
Mstep: Class 44 contains 34719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196438096.000000 Penalty: 152010.671875
Iteration 285Q: 45 clusters Score -1.964381e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 47583 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 40396 members 
Mstep: Class 9 contains 47581 members 
Mstep: Class 10 contains 50159 members 
Mstep: Class 11 contains 32283 members 
Mstep: Class 12 contains 48011 members 
Mstep: Class 13 contains 27296 members 
Mstep: Class 14 contains 39123 members 
Mstep: Class 15 contains 44226 members 
Mstep: Class 16 contains 35878 members 
Mstep: Class 17 contains 18535 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6539 members 
Mstep: Class 22 contains 13308 members 
Mstep: Class 23 contains 43987 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37262 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46604 members 
Mstep: Class 28 contains 39684 members 
Mstep: Class 29 contains 41146 members 
Mstep: Class 30 contains 46067 members 
Mstep: Class 31 contains 6004 members 
Mstep: Class 32 contains 39436 members 
Mstep: Class 33 contains 43033 members 
Mstep: Class 34 contains 42498 members 
Mstep: Class 35 contains 42783 members 
Mstep: Class 36 contains 8115 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43225 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43190 members 
Mstep: Class 44 contains 35396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196438432.000000 Penalty: 152010.671875
Iteration 286Q: 45 clusters Score -1.964384e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 47567 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 40395 members 
Mstep: Class 9 contains 47581 members 
Mstep: Class 10 contains 50165 members 
Mstep: Class 11 contains 32112 members 
Mstep: Class 12 contains 48009 members 
Mstep: Class 13 contains 27431 members 
Mstep: Class 14 contains 39051 members 
Mstep: Class 15 contains 44232 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 18532 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 13307 members 
Mstep: Class 23 contains 43991 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37208 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46602 members 
Mstep: Class 28 contains 39703 members 
Mstep: Class 29 contains 41140 members 
Mstep: Class 30 contains 45860 members 
Mstep: Class 31 contains 6006 members 
Mstep: Class 32 contains 39181 members 
Mstep: Class 33 contains 43050 members 
Mstep: Class 34 contains 42493 members 
Mstep: Class 35 contains 42779 members 
Mstep: Class 36 contains 8108 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43232 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43186 members 
Mstep: Class 44 contains 36026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196438448.000000 Penalty: 152010.671875
Iteration 287Q: 45 clusters Score -1.964384e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16378 members 
Mstep: Class 4 contains 47560 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16344 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 40396 members 
Mstep: Class 9 contains 47579 members 
Mstep: Class 10 contains 50159 members 
Mstep: Class 11 contains 31913 members 
Mstep: Class 12 contains 48000 members 
Mstep: Class 13 contains 27535 members 
Mstep: Class 14 contains 38992 members 
Mstep: Class 15 contains 44235 members 
Mstep: Class 16 contains 35879 members 
Mstep: Class 17 contains 18529 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6527 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 43993 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37156 members 
Mstep: Class 26 contains 8663 members 
Mstep: Class 27 contains 46600 members 
Mstep: Class 28 contains 39705 members 
Mstep: Class 29 contains 41135 members 
Mstep: Class 30 contains 45639 members 
Mstep: Class 31 contains 6007 members 
Mstep: Class 32 contains 38940 members 
Mstep: Class 33 contains 43069 members 
Mstep: Class 34 contains 42487 members 
Mstep: Class 35 contains 42791 members 
Mstep: Class 36 contains 8111 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43239 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43190 members 
Mstep: Class 44 contains 36698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196438368.000000 Penalty: 152010.671875
Iteration 288Q: 45 clusters Score -1.964384e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 6208 members 
Mstep: Class 8 contains 40392 members 
Mstep: Class 9 contains 47584 members 
Mstep: Class 10 contains 50159 members 
Mstep: Class 11 contains 31699 members 
Mstep: Class 12 contains 47997 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 38923 members 
Mstep: Class 15 contains 44251 members 
Mstep: Class 16 contains 35879 members 
Mstep: Class 17 contains 18532 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6524 members 
Mstep: Class 22 contains 13301 members 
Mstep: Class 23 contains 43986 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37107 members 
Mstep: Class 26 contains 8654 members 
Mstep: Class 27 contains 46599 members 
Mstep: Class 28 contains 39706 members 
Mstep: Class 29 contains 41135 members 
Mstep: Class 30 contains 45452 members 
Mstep: Class 31 contains 6007 members 
Mstep: Class 32 contains 38701 members 
Mstep: Class 33 contains 43113 members 
Mstep: Class 34 contains 42473 members 
Mstep: Class 35 contains 42786 members 
Mstep: Class 36 contains 8112 members 
Mstep: Class 37 contains 38556 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43236 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43186 members 
Mstep: Class 44 contains 37387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196438288.000000 Penalty: 152010.671875
Iteration 289Q: 45 clusters Score -1.964383e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 40389 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 10 contains 50152 members 
Mstep: Class 11 contains 31482 members 
Mstep: Class 12 contains 47988 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 38880 members 
Mstep: Class 15 contains 44253 members 
Mstep: Class 16 contains 35878 members 
Mstep: Class 17 contains 18533 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 13303 members 
Mstep: Class 23 contains 43980 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37061 members 
Mstep: Class 26 contains 8645 members 
Mstep: Class 27 contains 46601 members 
Mstep: Class 28 contains 39699 members 
Mstep: Class 29 contains 41138 members 
Mstep: Class 30 contains 45206 members 
Mstep: Class 31 contains 6009 members 
Mstep: Class 32 contains 38473 members 
Mstep: Class 33 contains 43187 members 
Mstep: Class 34 contains 42472 members 
Mstep: Class 35 contains 42781 members 
Mstep: Class 36 contains 8109 members 
Mstep: Class 37 contains 38554 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43237 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43183 members 
Mstep: Class 44 contains 38110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196438400.000000 Penalty: 152010.671875
Iteration 290Q: 45 clusters Score -1.964384e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 47545 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 40386 members 
Mstep: Class 9 contains 47584 members 
Mstep: Class 10 contains 50159 members 
Mstep: Class 11 contains 31247 members 
Mstep: Class 12 contains 47976 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 38841 members 
Mstep: Class 15 contains 44259 members 
Mstep: Class 16 contains 35881 members 
Mstep: Class 17 contains 18533 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6521 members 
Mstep: Class 22 contains 13304 members 
Mstep: Class 23 contains 43987 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36992 members 
Mstep: Class 26 contains 8641 members 
Mstep: Class 27 contains 46598 members 
Mstep: Class 28 contains 39702 members 
Mstep: Class 29 contains 41132 members 
Mstep: Class 30 contains 45031 members 
Mstep: Class 31 contains 6010 members 
Mstep: Class 32 contains 38242 members 
Mstep: Class 33 contains 43281 members 
Mstep: Class 34 contains 42483 members 
Mstep: Class 35 contains 42774 members 
Mstep: Class 36 contains 8107 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43238 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43180 members 
Mstep: Class 44 contains 38774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196438336.000000 Penalty: 152010.671875
Iteration 291Q: 45 clusters Score -1.964383e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 8 contains 40381 members 
Mstep: Class 9 contains 47590 members 
Mstep: Class 10 contains 50159 members 
Mstep: Class 11 contains 31004 members 
Mstep: Class 12 contains 47974 members 
Mstep: Class 13 contains 27633 members 
Mstep: Class 14 contains 38800 members 
Mstep: Class 15 contains 44262 members 
Mstep: Class 16 contains 35883 members 
Mstep: Class 17 contains 18532 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 13301 members 
Mstep: Class 23 contains 43988 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36932 members 
Mstep: Class 26 contains 8641 members 
Mstep: Class 27 contains 46595 members 
Mstep: Class 28 contains 39698 members 
Mstep: Class 29 contains 41126 members 
Mstep: Class 30 contains 44855 members 
Mstep: Class 31 contains 6013 members 
Mstep: Class 32 contains 38008 members 
Mstep: Class 33 contains 43366 members 
Mstep: Class 34 contains 42501 members 
Mstep: Class 35 contains 42773 members 
Mstep: Class 36 contains 8113 members 
Mstep: Class 37 contains 38556 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43228 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43179 members 
Mstep: Class 44 contains 39461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437904.000000 Penalty: 152010.671875
Iteration 292Q: 45 clusters Score -1.964379e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 47532 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16341 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 40376 members 
Mstep: Class 9 contains 47595 members 
Mstep: Class 10 contains 50150 members 
Mstep: Class 11 contains 30723 members 
Mstep: Class 12 contains 47980 members 
Mstep: Class 13 contains 27580 members 
Mstep: Class 14 contains 38760 members 
Mstep: Class 15 contains 44276 members 
Mstep: Class 16 contains 35884 members 
Mstep: Class 17 contains 18528 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 13299 members 
Mstep: Class 23 contains 43990 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36878 members 
Mstep: Class 26 contains 8638 members 
Mstep: Class 27 contains 46596 members 
Mstep: Class 28 contains 39706 members 
Mstep: Class 29 contains 41137 members 
Mstep: Class 30 contains 44710 members 
Mstep: Class 31 contains 6018 members 
Mstep: Class 32 contains 37793 members 
Mstep: Class 33 contains 43452 members 
Mstep: Class 34 contains 42511 members 
Mstep: Class 35 contains 42772 members 
Mstep: Class 36 contains 8113 members 
Mstep: Class 37 contains 38554 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43223 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43165 members 
Mstep: Class 44 contains 40170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437952.000000 Penalty: 152010.671875
Iteration 293Q: 45 clusters Score -1.96438e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 16394 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 40371 members 
Mstep: Class 9 contains 47614 members 
Mstep: Class 10 contains 50145 members 
Mstep: Class 11 contains 30437 members 
Mstep: Class 12 contains 47986 members 
Mstep: Class 13 contains 27472 members 
Mstep: Class 14 contains 38723 members 
Mstep: Class 15 contains 44289 members 
Mstep: Class 16 contains 35883 members 
Mstep: Class 17 contains 18522 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 13296 members 
Mstep: Class 23 contains 43993 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36822 members 
Mstep: Class 26 contains 8632 members 
Mstep: Class 27 contains 46596 members 
Mstep: Class 28 contains 39708 members 
Mstep: Class 29 contains 41140 members 
Mstep: Class 30 contains 44592 members 
Mstep: Class 31 contains 6026 members 
Mstep: Class 32 contains 37596 members 
Mstep: Class 33 contains 43539 members 
Mstep: Class 34 contains 42537 members 
Mstep: Class 35 contains 42769 members 
Mstep: Class 36 contains 8116 members 
Mstep: Class 37 contains 38555 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43222 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43163 members 
Mstep: Class 44 contains 40857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437968.000000 Penalty: 152010.671875
Iteration 294Q: 45 clusters Score -1.96438e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 47518 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 40369 members 
Mstep: Class 9 contains 47636 members 
Mstep: Class 10 contains 50142 members 
Mstep: Class 11 contains 30149 members 
Mstep: Class 12 contains 47975 members 
Mstep: Class 13 contains 27353 members 
Mstep: Class 14 contains 38699 members 
Mstep: Class 15 contains 44297 members 
Mstep: Class 16 contains 35881 members 
Mstep: Class 17 contains 18518 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6520 members 
Mstep: Class 22 contains 13296 members 
Mstep: Class 23 contains 43995 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36782 members 
Mstep: Class 26 contains 8628 members 
Mstep: Class 27 contains 46595 members 
Mstep: Class 28 contains 39708 members 
Mstep: Class 29 contains 41144 members 
Mstep: Class 30 contains 44451 members 
Mstep: Class 31 contains 6035 members 
Mstep: Class 32 contains 37385 members 
Mstep: Class 33 contains 43630 members 
Mstep: Class 34 contains 42565 members 
Mstep: Class 35 contains 42775 members 
Mstep: Class 36 contains 8115 members 
Mstep: Class 37 contains 38556 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43224 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43148 members 
Mstep: Class 44 contains 41561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437712.000000 Penalty: 152010.671875
Iteration 295Q: 45 clusters Score -1.964377e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 47518 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 40369 members 
Mstep: Class 9 contains 47658 members 
Mstep: Class 10 contains 50144 members 
Mstep: Class 11 contains 29847 members 
Mstep: Class 12 contains 47962 members 
Mstep: Class 13 contains 27222 members 
Mstep: Class 14 contains 38671 members 
Mstep: Class 15 contains 44307 members 
Mstep: Class 16 contains 35881 members 
Mstep: Class 17 contains 18516 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 13295 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36738 members 
Mstep: Class 26 contains 8626 members 
Mstep: Class 27 contains 46593 members 
Mstep: Class 28 contains 39708 members 
Mstep: Class 29 contains 41147 members 
Mstep: Class 30 contains 44323 members 
Mstep: Class 31 contains 6041 members 
Mstep: Class 32 contains 37180 members 
Mstep: Class 33 contains 43724 members 
Mstep: Class 34 contains 42592 members 
Mstep: Class 35 contains 42782 members 
Mstep: Class 36 contains 8113 members 
Mstep: Class 37 contains 38559 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43221 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43153 members 
Mstep: Class 44 contains 42249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437712.000000 Penalty: 152010.671875
Iteration 296Q: 45 clusters Score -1.964377e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 16389 members 
Mstep: Class 4 contains 47510 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 40366 members 
Mstep: Class 9 contains 47668 members 
Mstep: Class 10 contains 50139 members 
Mstep: Class 11 contains 29537 members 
Mstep: Class 12 contains 47961 members 
Mstep: Class 13 contains 27132 members 
Mstep: Class 14 contains 38636 members 
Mstep: Class 15 contains 44322 members 
Mstep: Class 16 contains 35885 members 
Mstep: Class 17 contains 18510 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 13296 members 
Mstep: Class 23 contains 44003 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36701 members 
Mstep: Class 26 contains 8627 members 
Mstep: Class 27 contains 46592 members 
Mstep: Class 28 contains 39721 members 
Mstep: Class 29 contains 41156 members 
Mstep: Class 30 contains 44265 members 
Mstep: Class 31 contains 6044 members 
Mstep: Class 32 contains 36977 members 
Mstep: Class 33 contains 43804 members 
Mstep: Class 34 contains 42613 members 
Mstep: Class 35 contains 42789 members 
Mstep: Class 36 contains 8117 members 
Mstep: Class 37 contains 38558 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43223 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43151 members 
Mstep: Class 44 contains 42841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437888.000000 Penalty: 152010.671875
Iteration 297Q: 45 clusters Score -1.964379e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16383 members 
Mstep: Class 4 contains 47499 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 40365 members 
Mstep: Class 9 contains 47698 members 
Mstep: Class 10 contains 50145 members 
Mstep: Class 11 contains 29243 members 
Mstep: Class 12 contains 47957 members 
Mstep: Class 13 contains 27018 members 
Mstep: Class 14 contains 38583 members 
Mstep: Class 15 contains 44336 members 
Mstep: Class 16 contains 35885 members 
Mstep: Class 17 contains 18501 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 13295 members 
Mstep: Class 23 contains 44022 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36665 members 
Mstep: Class 26 contains 8623 members 
Mstep: Class 27 contains 46593 members 
Mstep: Class 28 contains 39722 members 
Mstep: Class 29 contains 41178 members 
Mstep: Class 30 contains 44190 members 
Mstep: Class 31 contains 6046 members 
Mstep: Class 32 contains 36797 members 
Mstep: Class 33 contains 43830 members 
Mstep: Class 34 contains 42657 members 
Mstep: Class 35 contains 42788 members 
Mstep: Class 36 contains 8108 members 
Mstep: Class 37 contains 38562 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43209 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43146 members 
Mstep: Class 44 contains 43487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437856.000000 Penalty: 152010.671875
Iteration 298Q: 45 clusters Score -1.964379e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 40362 members 
Mstep: Class 9 contains 47720 members 
Mstep: Class 10 contains 50156 members 
Mstep: Class 11 contains 28927 members 
Mstep: Class 12 contains 47952 members 
Mstep: Class 13 contains 26932 members 
Mstep: Class 14 contains 38544 members 
Mstep: Class 15 contains 44349 members 
Mstep: Class 16 contains 35889 members 
Mstep: Class 17 contains 18496 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 13292 members 
Mstep: Class 23 contains 44024 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36623 members 
Mstep: Class 26 contains 8620 members 
Mstep: Class 27 contains 46594 members 
Mstep: Class 28 contains 39724 members 
Mstep: Class 29 contains 41193 members 
Mstep: Class 30 contains 44093 members 
Mstep: Class 31 contains 6047 members 
Mstep: Class 32 contains 36625 members 
Mstep: Class 33 contains 43885 members 
Mstep: Class 34 contains 42692 members 
Mstep: Class 35 contains 42797 members 
Mstep: Class 36 contains 8102 members 
Mstep: Class 37 contains 38564 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43197 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43151 members 
Mstep: Class 44 contains 44099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437712.000000 Penalty: 152010.671875
Iteration 299Q: 45 clusters Score -1.964377e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 47514 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16341 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 40357 members 
Mstep: Class 9 contains 47733 members 
Mstep: Class 10 contains 50169 members 
Mstep: Class 11 contains 28628 members 
Mstep: Class 12 contains 47945 members 
Mstep: Class 13 contains 26868 members 
Mstep: Class 14 contains 38512 members 
Mstep: Class 15 contains 44385 members 
Mstep: Class 16 contains 35895 members 
Mstep: Class 17 contains 18494 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 13293 members 
Mstep: Class 23 contains 44026 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36583 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 46594 members 
Mstep: Class 28 contains 39731 members 
Mstep: Class 29 contains 41205 members 
Mstep: Class 30 contains 43973 members 
Mstep: Class 31 contains 6046 members 
Mstep: Class 32 contains 36485 members 
Mstep: Class 33 contains 43918 members 
Mstep: Class 34 contains 42704 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 8105 members 
Mstep: Class 37 contains 38568 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43187 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43147 members 
Mstep: Class 44 contains 44666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437904.000000 Penalty: 152010.671875
Iteration 300F: 45 clusters Score -1.964379e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 47519 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 40353 members 
Mstep: Class 9 contains 47755 members 
Mstep: Class 10 contains 50170 members 
Mstep: Class 11 contains 28332 members 
Mstep: Class 12 contains 47947 members 
Mstep: Class 13 contains 26867 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 44409 members 
Mstep: Class 16 contains 35898 members 
Mstep: Class 17 contains 18493 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 13297 members 
Mstep: Class 23 contains 44033 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36559 members 
Mstep: Class 26 contains 8614 members 
Mstep: Class 27 contains 46593 members 
Mstep: Class 28 contains 39733 members 
Mstep: Class 29 contains 41208 members 
Mstep: Class 30 contains 43822 members 
Mstep: Class 31 contains 6047 members 
Mstep: Class 32 contains 36348 members 
Mstep: Class 33 contains 43948 members 
Mstep: Class 34 contains 42738 members 
Mstep: Class 35 contains 42810 members 
Mstep: Class 36 contains 8109 members 
Mstep: Class 37 contains 38570 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43175 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43146 members 
Mstep: Class 44 contains 45170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437760.000000 Penalty: 152010.671875
Iteration 301Q: 45 clusters Score -1.964378e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 47519 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 40347 members 
Mstep: Class 9 contains 47772 members 
Mstep: Class 10 contains 50174 members 
Mstep: Class 11 contains 28062 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 26906 members 
Mstep: Class 14 contains 38438 members 
Mstep: Class 15 contains 44420 members 
Mstep: Class 16 contains 35901 members 
Mstep: Class 17 contains 18496 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 13298 members 
Mstep: Class 23 contains 44044 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 8620 members 
Mstep: Class 27 contains 46594 members 
Mstep: Class 28 contains 39745 members 
Mstep: Class 29 contains 41209 members 
Mstep: Class 30 contains 43659 members 
Mstep: Class 31 contains 6048 members 
Mstep: Class 32 contains 36208 members 
Mstep: Class 33 contains 43995 members 
Mstep: Class 34 contains 42765 members 
Mstep: Class 35 contains 42823 members 
Mstep: Class 36 contains 8112 members 
Mstep: Class 37 contains 38574 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43164 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43144 members 
Mstep: Class 44 contains 45645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437392.000000 Penalty: 152010.671875
Iteration 302Q: 45 clusters Score -1.964374e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 47513 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 40341 members 
Mstep: Class 9 contains 47786 members 
Mstep: Class 10 contains 50185 members 
Mstep: Class 11 contains 27757 members 
Mstep: Class 12 contains 47926 members 
Mstep: Class 13 contains 26978 members 
Mstep: Class 14 contains 38430 members 
Mstep: Class 15 contains 44423 members 
Mstep: Class 16 contains 35902 members 
Mstep: Class 17 contains 18491 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6515 members 
Mstep: Class 22 contains 13294 members 
Mstep: Class 23 contains 44040 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36490 members 
Mstep: Class 26 contains 8624 members 
Mstep: Class 27 contains 46593 members 
Mstep: Class 28 contains 39769 members 
Mstep: Class 29 contains 41236 members 
Mstep: Class 30 contains 43492 members 
Mstep: Class 31 contains 6050 members 
Mstep: Class 32 contains 36079 members 
Mstep: Class 33 contains 44022 members 
Mstep: Class 34 contains 42785 members 
Mstep: Class 35 contains 42833 members 
Mstep: Class 36 contains 8118 members 
Mstep: Class 37 contains 38576 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43161 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43148 members 
Mstep: Class 44 contains 46097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437280.000000 Penalty: 152010.671875
Iteration 303Q: 45 clusters Score -1.964373e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 47500 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 40338 members 
Mstep: Class 9 contains 47797 members 
Mstep: Class 10 contains 50194 members 
Mstep: Class 11 contains 27476 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 27103 members 
Mstep: Class 14 contains 38425 members 
Mstep: Class 15 contains 44432 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 18485 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6515 members 
Mstep: Class 22 contains 13295 members 
Mstep: Class 23 contains 44046 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36445 members 
Mstep: Class 26 contains 8628 members 
Mstep: Class 27 contains 46592 members 
Mstep: Class 28 contains 39785 members 
Mstep: Class 29 contains 41242 members 
Mstep: Class 30 contains 43341 members 
Mstep: Class 31 contains 6051 members 
Mstep: Class 32 contains 35947 members 
Mstep: Class 33 contains 44051 members 
Mstep: Class 34 contains 42816 members 
Mstep: Class 35 contains 42847 members 
Mstep: Class 36 contains 8119 members 
Mstep: Class 37 contains 38576 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43159 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43137 members 
Mstep: Class 44 contains 46481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437136.000000 Penalty: 152010.671875
Iteration 304Q: 45 clusters Score -1.964371e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16383 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16349 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 40337 members 
Mstep: Class 9 contains 47804 members 
Mstep: Class 10 contains 50197 members 
Mstep: Class 11 contains 27169 members 
Mstep: Class 12 contains 47934 members 
Mstep: Class 13 contains 27244 members 
Mstep: Class 14 contains 38437 members 
Mstep: Class 15 contains 44443 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 18484 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 13296 members 
Mstep: Class 23 contains 44052 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36410 members 
Mstep: Class 26 contains 8627 members 
Mstep: Class 27 contains 46590 members 
Mstep: Class 28 contains 39806 members 
Mstep: Class 29 contains 41247 members 
Mstep: Class 30 contains 43185 members 
Mstep: Class 31 contains 6051 members 
Mstep: Class 32 contains 35837 members 
Mstep: Class 33 contains 44070 members 
Mstep: Class 34 contains 42849 members 
Mstep: Class 35 contains 42855 members 
Mstep: Class 36 contains 8123 members 
Mstep: Class 37 contains 38578 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43163 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43130 members 
Mstep: Class 44 contains 46834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437296.000000 Penalty: 152010.671875
Iteration 305Q: 45 clusters Score -1.964373e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 40337 members 
Mstep: Class 9 contains 47805 members 
Mstep: Class 10 contains 50205 members 
Mstep: Class 11 contains 26884 members 
Mstep: Class 12 contains 47938 members 
Mstep: Class 13 contains 27378 members 
Mstep: Class 14 contains 38422 members 
Mstep: Class 15 contains 44466 members 
Mstep: Class 16 contains 35904 members 
Mstep: Class 17 contains 18478 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6507 members 
Mstep: Class 22 contains 13297 members 
Mstep: Class 23 contains 44063 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36370 members 
Mstep: Class 26 contains 8628 members 
Mstep: Class 27 contains 46585 members 
Mstep: Class 28 contains 39836 members 
Mstep: Class 29 contains 41243 members 
Mstep: Class 30 contains 43063 members 
Mstep: Class 31 contains 6051 members 
Mstep: Class 32 contains 35728 members 
Mstep: Class 33 contains 44092 members 
Mstep: Class 34 contains 42872 members 
Mstep: Class 35 contains 42869 members 
Mstep: Class 36 contains 8122 members 
Mstep: Class 37 contains 38580 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43165 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43132 members 
Mstep: Class 44 contains 47150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437632.000000 Penalty: 152010.671875
Iteration 306Q: 45 clusters Score -1.964376e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16386 members 
Mstep: Class 4 contains 47474 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 40333 members 
Mstep: Class 9 contains 47812 members 
Mstep: Class 10 contains 50217 members 
Mstep: Class 11 contains 26632 members 
Mstep: Class 12 contains 47926 members 
Mstep: Class 13 contains 27519 members 
Mstep: Class 14 contains 38410 members 
Mstep: Class 15 contains 44487 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 18468 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6503 members 
Mstep: Class 22 contains 13299 members 
Mstep: Class 23 contains 44067 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36323 members 
Mstep: Class 26 contains 8623 members 
Mstep: Class 27 contains 46583 members 
Mstep: Class 28 contains 39862 members 
Mstep: Class 29 contains 41245 members 
Mstep: Class 30 contains 42963 members 
Mstep: Class 31 contains 6051 members 
Mstep: Class 32 contains 35619 members 
Mstep: Class 33 contains 44114 members 
Mstep: Class 34 contains 42893 members 
Mstep: Class 35 contains 42877 members 
Mstep: Class 36 contains 8127 members 
Mstep: Class 37 contains 38585 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43163 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43132 members 
Mstep: Class 44 contains 47425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437472.000000 Penalty: 152010.671875
Iteration 307Q: 45 clusters Score -1.964375e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16386 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 40335 members 
Mstep: Class 9 contains 47814 members 
Mstep: Class 10 contains 50229 members 
Mstep: Class 11 contains 26361 members 
Mstep: Class 12 contains 47931 members 
Mstep: Class 13 contains 27701 members 
Mstep: Class 14 contains 38387 members 
Mstep: Class 15 contains 44501 members 
Mstep: Class 16 contains 35907 members 
Mstep: Class 17 contains 18457 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6499 members 
Mstep: Class 22 contains 13301 members 
Mstep: Class 23 contains 44072 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36267 members 
Mstep: Class 26 contains 8619 members 
Mstep: Class 27 contains 46581 members 
Mstep: Class 28 contains 39885 members 
Mstep: Class 29 contains 41244 members 
Mstep: Class 30 contains 42863 members 
Mstep: Class 31 contains 6051 members 
Mstep: Class 32 contains 35504 members 
Mstep: Class 33 contains 44160 members 
Mstep: Class 34 contains 42911 members 
Mstep: Class 35 contains 42883 members 
Mstep: Class 36 contains 8127 members 
Mstep: Class 37 contains 38588 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43164 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43118 members 
Mstep: Class 44 contains 47695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437280.000000 Penalty: 152010.671875
Iteration 308Q: 45 clusters Score -1.964373e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 47475 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 40334 members 
Mstep: Class 9 contains 47814 members 
Mstep: Class 10 contains 50238 members 
Mstep: Class 11 contains 26048 members 
Mstep: Class 12 contains 47934 members 
Mstep: Class 13 contains 27856 members 
Mstep: Class 14 contains 38368 members 
Mstep: Class 15 contains 44512 members 
Mstep: Class 16 contains 35911 members 
Mstep: Class 17 contains 18450 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 13304 members 
Mstep: Class 23 contains 44074 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36215 members 
Mstep: Class 26 contains 8617 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 39921 members 
Mstep: Class 29 contains 41245 members 
Mstep: Class 30 contains 42778 members 
Mstep: Class 31 contains 6051 members 
Mstep: Class 32 contains 35403 members 
Mstep: Class 33 contains 44205 members 
Mstep: Class 34 contains 42910 members 
Mstep: Class 35 contains 42897 members 
Mstep: Class 36 contains 8134 members 
Mstep: Class 37 contains 38593 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43159 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43122 members 
Mstep: Class 44 contains 47976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437264.000000 Penalty: 152010.671875
Iteration 309Q: 45 clusters Score -1.964373e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 47479 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 40336 members 
Mstep: Class 9 contains 47825 members 
Mstep: Class 10 contains 50233 members 
Mstep: Class 11 contains 25738 members 
Mstep: Class 12 contains 47935 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 38338 members 
Mstep: Class 15 contains 44539 members 
Mstep: Class 16 contains 35912 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 44069 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36160 members 
Mstep: Class 26 contains 8619 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 39965 members 
Mstep: Class 29 contains 41243 members 
Mstep: Class 30 contains 42682 members 
Mstep: Class 31 contains 6052 members 
Mstep: Class 32 contains 35302 members 
Mstep: Class 33 contains 44263 members 
Mstep: Class 34 contains 42922 members 
Mstep: Class 35 contains 42912 members 
Mstep: Class 36 contains 8136 members 
Mstep: Class 37 contains 38596 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43164 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43126 members 
Mstep: Class 44 contains 48214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196437248.000000 Penalty: 152010.671875
Iteration 310Q: 45 clusters Score -1.964372e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 40333 members 
Mstep: Class 9 contains 47836 members 
Mstep: Class 10 contains 50234 members 
Mstep: Class 11 contains 25385 members 
Mstep: Class 12 contains 47927 members 
Mstep: Class 13 contains 28226 members 
Mstep: Class 14 contains 38341 members 
Mstep: Class 15 contains 44561 members 
Mstep: Class 16 contains 35911 members 
Mstep: Class 17 contains 18440 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 13310 members 
Mstep: Class 23 contains 44074 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40007 members 
Mstep: Class 29 contains 41245 members 
Mstep: Class 30 contains 42578 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 35204 members 
Mstep: Class 33 contains 44321 members 
Mstep: Class 34 contains 42934 members 
Mstep: Class 35 contains 42918 members 
Mstep: Class 36 contains 8136 members 
Mstep: Class 37 contains 38597 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43163 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43121 members 
Mstep: Class 44 contains 48465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436800.000000 Penalty: 152010.671875
Iteration 311Q: 45 clusters Score -1.964368e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 40331 members 
Mstep: Class 9 contains 47855 members 
Mstep: Class 10 contains 50239 members 
Mstep: Class 11 contains 25013 members 
Mstep: Class 12 contains 47924 members 
Mstep: Class 13 contains 28438 members 
Mstep: Class 14 contains 38326 members 
Mstep: Class 15 contains 44577 members 
Mstep: Class 16 contains 35918 members 
Mstep: Class 17 contains 18429 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 44065 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36072 members 
Mstep: Class 26 contains 8612 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40056 members 
Mstep: Class 29 contains 41244 members 
Mstep: Class 30 contains 42455 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 35089 members 
Mstep: Class 33 contains 44411 members 
Mstep: Class 34 contains 42943 members 
Mstep: Class 35 contains 42929 members 
Mstep: Class 36 contains 8133 members 
Mstep: Class 37 contains 38590 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43160 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43123 members 
Mstep: Class 44 contains 48735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436720.000000 Penalty: 152010.671875
Iteration 312Q: 45 clusters Score -1.964367e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 40327 members 
Mstep: Class 9 contains 47879 members 
Mstep: Class 10 contains 50250 members 
Mstep: Class 11 contains 24652 members 
Mstep: Class 12 contains 47938 members 
Mstep: Class 13 contains 28666 members 
Mstep: Class 14 contains 38301 members 
Mstep: Class 15 contains 44605 members 
Mstep: Class 16 contains 35915 members 
Mstep: Class 17 contains 18421 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 44074 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36027 members 
Mstep: Class 26 contains 8608 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40094 members 
Mstep: Class 29 contains 41242 members 
Mstep: Class 30 contains 42311 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 34957 members 
Mstep: Class 33 contains 44439 members 
Mstep: Class 34 contains 42956 members 
Mstep: Class 35 contains 42944 members 
Mstep: Class 36 contains 8134 members 
Mstep: Class 37 contains 38590 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43156 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43116 members 
Mstep: Class 44 contains 49041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436640.000000 Penalty: 152010.671875
Iteration 313Q: 45 clusters Score -1.964366e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 47538 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 16361 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 47893 members 
Mstep: Class 10 contains 50263 members 
Mstep: Class 11 contains 24277 members 
Mstep: Class 12 contains 47951 members 
Mstep: Class 13 contains 28894 members 
Mstep: Class 14 contains 38288 members 
Mstep: Class 15 contains 44650 members 
Mstep: Class 16 contains 35914 members 
Mstep: Class 17 contains 18412 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 13309 members 
Mstep: Class 23 contains 44068 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35981 members 
Mstep: Class 26 contains 8603 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40154 members 
Mstep: Class 29 contains 41254 members 
Mstep: Class 30 contains 42140 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 34849 members 
Mstep: Class 33 contains 44457 members 
Mstep: Class 34 contains 42961 members 
Mstep: Class 35 contains 42950 members 
Mstep: Class 36 contains 8140 members 
Mstep: Class 37 contains 38586 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43157 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43113 members 
Mstep: Class 44 contains 49349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436480.000000 Penalty: 152010.671875
Iteration 314Q: 45 clusters Score -1.964365e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 47546 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 40323 members 
Mstep: Class 9 contains 47904 members 
Mstep: Class 10 contains 50265 members 
Mstep: Class 11 contains 23916 members 
Mstep: Class 12 contains 47967 members 
Mstep: Class 13 contains 29158 members 
Mstep: Class 14 contains 38261 members 
Mstep: Class 15 contains 44689 members 
Mstep: Class 16 contains 35913 members 
Mstep: Class 17 contains 18409 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 44078 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35961 members 
Mstep: Class 26 contains 8608 members 
Mstep: Class 27 contains 46583 members 
Mstep: Class 28 contains 40198 members 
Mstep: Class 29 contains 41272 members 
Mstep: Class 30 contains 41983 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 34756 members 
Mstep: Class 33 contains 44447 members 
Mstep: Class 34 contains 42970 members 
Mstep: Class 35 contains 42958 members 
Mstep: Class 36 contains 8145 members 
Mstep: Class 37 contains 38579 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43151 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43109 members 
Mstep: Class 44 contains 49601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196436096.000000 Penalty: 152010.671875
Iteration 315Q: 45 clusters Score -1.964361e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 47534 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 40322 members 
Mstep: Class 9 contains 47914 members 
Mstep: Class 10 contains 50265 members 
Mstep: Class 11 contains 23547 members 
Mstep: Class 12 contains 47970 members 
Mstep: Class 13 contains 29440 members 
Mstep: Class 14 contains 38256 members 
Mstep: Class 15 contains 44737 members 
Mstep: Class 16 contains 35912 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6491 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 44093 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35931 members 
Mstep: Class 26 contains 8600 members 
Mstep: Class 27 contains 46583 members 
Mstep: Class 28 contains 40241 members 
Mstep: Class 29 contains 41279 members 
Mstep: Class 30 contains 41794 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 34650 members 
Mstep: Class 33 contains 44468 members 
Mstep: Class 34 contains 42992 members 
Mstep: Class 35 contains 42963 members 
Mstep: Class 36 contains 8150 members 
Mstep: Class 37 contains 38568 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43152 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43111 members 
Mstep: Class 44 contains 49876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435776.000000 Penalty: 152010.671875
Iteration 316Q: 45 clusters Score -1.964358e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 47537 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 40323 members 
Mstep: Class 9 contains 47939 members 
Mstep: Class 10 contains 50266 members 
Mstep: Class 11 contains 23168 members 
Mstep: Class 12 contains 47979 members 
Mstep: Class 13 contains 29753 members 
Mstep: Class 14 contains 38253 members 
Mstep: Class 15 contains 44785 members 
Mstep: Class 16 contains 35909 members 
Mstep: Class 17 contains 18395 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6490 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 44126 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35912 members 
Mstep: Class 26 contains 8597 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40300 members 
Mstep: Class 29 contains 41287 members 
Mstep: Class 30 contains 41571 members 
Mstep: Class 31 contains 6055 members 
Mstep: Class 32 contains 34542 members 
Mstep: Class 33 contains 44495 members 
Mstep: Class 34 contains 42986 members 
Mstep: Class 35 contains 42956 members 
Mstep: Class 36 contains 8153 members 
Mstep: Class 37 contains 38562 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43133 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43102 members 
Mstep: Class 44 contains 50130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435488.000000 Penalty: 152010.671875
Iteration 317Q: 45 clusters Score -1.964355e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16381 members 
Mstep: Class 4 contains 47547 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 40327 members 
Mstep: Class 9 contains 47947 members 
Mstep: Class 10 contains 50269 members 
Mstep: Class 11 contains 22783 members 
Mstep: Class 12 contains 47984 members 
Mstep: Class 13 contains 30073 members 
Mstep: Class 14 contains 38263 members 
Mstep: Class 15 contains 44819 members 
Mstep: Class 16 contains 35907 members 
Mstep: Class 17 contains 18395 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6490 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 44142 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35905 members 
Mstep: Class 26 contains 8594 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40361 members 
Mstep: Class 29 contains 41304 members 
Mstep: Class 30 contains 41323 members 
Mstep: Class 31 contains 6057 members 
Mstep: Class 32 contains 34438 members 
Mstep: Class 33 contains 44511 members 
Mstep: Class 34 contains 42989 members 
Mstep: Class 35 contains 42953 members 
Mstep: Class 36 contains 8162 members 
Mstep: Class 37 contains 38554 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43116 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43101 members 
Mstep: Class 44 contains 50389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196435216.000000 Penalty: 152010.671875
Iteration 318Q: 45 clusters Score -1.964352e+08 nChanged 2127
Entering ConstructFrom: 
Score: -196435216.000000 Penalty: 152010.671875
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 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 440 members 
Entering Unmasked Estep 
Score: -99933.460938 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -99933.46 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100372.757812 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100372.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100608.984375 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100735.492188 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -100735.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100852.078125 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -100852.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100933.289062 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -100933.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101027.015625 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -101027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101125.804688 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -101125.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101180.781250 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -101180.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101214.117188 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101214.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101261.710938 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101321.781250 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101372.992188 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -101373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101402.554688 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -101402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101435.085938 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -101435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101446.781250 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -101446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101453.578125 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -101453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101453.578125 Penalty: 3341.535645
	Iteration 17F: 3 clusters Score -101453.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Entering Unmasked Estep 
Score: -2729117.000000 Penalty: 2390.988770
	Iteration 0F: 2 clusters Score -2729117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2718079.750000 Penalty: 4781.977539
	Iteration 0F: 3 clusters Score -2718080 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2721571.000000 Penalty: 4781.977539
	Iteration 1F: 3 clusters Score -2721571 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2721935.250000 Penalty: 4781.977539
	Iteration 2F: 3 clusters Score -2721935 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2722236.500000 Penalty: 4781.977539
	Iteration 3Q: 3 clusters Score -2722236 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2722540.000000 Penalty: 4781.977539
	Iteration 4Q: 3 clusters Score -2722540 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2722827.250000 Penalty: 4781.977539
	Iteration 5Q: 3 clusters Score -2722827 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2723163.500000 Penalty: 4781.977539
	Iteration 6Q: 3 clusters Score -2723164 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2723545.500000 Penalty: 4781.977539
	Iteration 7Q: 3 clusters Score -2723546 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2723993.000000 Penalty: 4781.977539
	Iteration 8Q: 3 clusters Score -2723993 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2724467.500000 Penalty: 4781.977539
	Iteration 9Q: 3 clusters Score -2724468 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2724888.000000 Penalty: 4781.977539
	Iteration 10Q: 3 clusters Score -2724888 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2725251.500000 Penalty: 4781.977539
	Iteration 11Q: 3 clusters Score -2725252 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2725618.000000 Penalty: 4781.977539
	Iteration 12Q: 3 clusters Score -2725618 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2725964.500000 Penalty: 4781.977539
	Iteration 13Q: 3 clusters Score -2725964 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2726280.000000 Penalty: 4781.977539
	Iteration 14Q: 3 clusters Score -2726280 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2726517.500000 Penalty: 4781.977539
	Iteration 15Q: 3 clusters Score -2726518 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2726684.750000 Penalty: 4781.977539
	Iteration 16Q: 3 clusters Score -2726685 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2726816.500000 Penalty: 4781.977539
	Iteration 17Q: 3 clusters Score -2726816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2726914.750000 Penalty: 4781.977539
	Iteration 18Q: 3 clusters Score -2726915 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2726998.750000 Penalty: 4781.977539
	Iteration 19Q: 3 clusters Score -2726999 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2727073.000000 Penalty: 4781.977539
	Iteration 20F: 3 clusters Score -2727073 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2727148.250000 Penalty: 4781.977539
	Iteration 21Q: 3 clusters Score -2727148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2727211.250000 Penalty: 4781.977539
	Iteration 22Q: 3 clusters Score -2727211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2727233.250000 Penalty: 4781.977539
	Iteration 23Q: 3 clusters Score -2727233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2727258.500000 Penalty: 4781.977539
	Iteration 24Q: 3 clusters Score -2727258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2727279.500000 Penalty: 4781.977539
	Iteration 25Q: 3 clusters Score -2727280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2727285.750000 Penalty: 4781.977539
	Iteration 26Q: 3 clusters Score -2727286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2727296.750000 Penalty: 4781.977539
	Iteration 27Q: 3 clusters Score -2727297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2727301.000000 Penalty: 4781.977539
	Iteration 28Q: 3 clusters Score -2727301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2727307.500000 Penalty: 4781.977539
	Iteration 29Q: 3 clusters Score -2727308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2727319.750000 Penalty: 4781.977539
	Iteration 30Q: 3 clusters Score -2727320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2727324.000000 Penalty: 4781.977539
	Iteration 31Q: 3 clusters Score -2727324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2727323.250000 Penalty: 4781.977539
	Iteration 32Q: 3 clusters Score -2727323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2727329.500000 Penalty: 4781.977539
	Iteration 33Q: 3 clusters Score -2727330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2727333.000000 Penalty: 4781.977539
	Iteration 34Q: 3 clusters Score -2727333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2727330.250000 Penalty: 4781.977539
	Iteration 35Q: 3 clusters Score -2727330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2727331.750000 Penalty: 4781.977539
	Iteration 36Q: 3 clusters Score -2727332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2727340.500000 Penalty: 4781.977539
	Iteration 37Q: 3 clusters Score -2727340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2727341.750000 Penalty: 4781.977539
	Iteration 38Q: 3 clusters Score -2727342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2727344.000000 Penalty: 4781.977539
	Iteration 39Q: 3 clusters Score -2727344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2727346.750000 Penalty: 4781.977539
	Iteration 40F: 3 clusters Score -2727347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2727344.250000 Penalty: 4781.977539
	Iteration 41Q: 3 clusters Score -2727344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2727344.250000 Penalty: 4781.977539
	Iteration 42F: 3 clusters Score -2727344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Entering Unmasked Estep 
Score: -2881381.000000 Penalty: 2406.622070
	Iteration 0F: 2 clusters Score -2881381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2869604.000000 Penalty: 4813.244141
	Iteration 0F: 3 clusters Score -2869604 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2873552.750000 Penalty: 4813.244141
	Iteration 1F: 3 clusters Score -2873553 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2873984.500000 Penalty: 4813.244141
	Iteration 2F: 3 clusters Score -2873984 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2874341.750000 Penalty: 4813.244141
	Iteration 3Q: 3 clusters Score -2874342 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2874688.250000 Penalty: 4813.244141
	Iteration 4Q: 3 clusters Score -2874688 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2875044.500000 Penalty: 4813.244141
	Iteration 5Q: 3 clusters Score -2875044 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2875396.000000 Penalty: 4813.244141
	Iteration 6Q: 3 clusters Score -2875396 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2875762.750000 Penalty: 4813.244141
	Iteration 7Q: 3 clusters Score -2875763 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2876136.250000 Penalty: 4813.244141
	Iteration 8Q: 3 clusters Score -2876136 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2876562.750000 Penalty: 4813.244141
	Iteration 9Q: 3 clusters Score -2876563 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2876930.500000 Penalty: 4813.244141
	Iteration 10Q: 3 clusters Score -2876930 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2877279.750000 Penalty: 4813.244141
	Iteration 11Q: 3 clusters Score -2877280 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2877583.500000 Penalty: 4813.244141
	Iteration 12Q: 3 clusters Score -2877584 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2877821.000000 Penalty: 4813.244141
	Iteration 13Q: 3 clusters Score -2877821 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2878014.000000 Penalty: 4813.244141
	Iteration 14Q: 3 clusters Score -2878014 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2878174.000000 Penalty: 4813.244141
	Iteration 15Q: 3 clusters Score -2878174 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2878331.750000 Penalty: 4813.244141
	Iteration 16Q: 3 clusters Score -2878332 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2878506.500000 Penalty: 4813.244141
	Iteration 17Q: 3 clusters Score -2878506 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2878642.500000 Penalty: 4813.244141
	Iteration 18Q: 3 clusters Score -2878642 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2878760.500000 Penalty: 4813.244141
	Iteration 19Q: 3 clusters Score -2878760 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2878830.500000 Penalty: 4813.244141
	Iteration 20F: 3 clusters Score -2878830 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2878905.000000 Penalty: 4813.244141
	Iteration 21Q: 3 clusters Score -2878905 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2878994.750000 Penalty: 4813.244141
	Iteration 22Q: 3 clusters Score -2878995 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2879068.000000 Penalty: 4813.244141
	Iteration 23Q: 3 clusters Score -2879068 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2879122.250000 Penalty: 4813.244141
	Iteration 24Q: 3 clusters Score -2879122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2879176.750000 Penalty: 4813.244141
	Iteration 25Q: 3 clusters Score -2879177 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2879244.750000 Penalty: 4813.244141
	Iteration 26Q: 3 clusters Score -2879245 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2879315.500000 Penalty: 4813.244141
	Iteration 27Q: 3 clusters Score -2879316 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2879370.500000 Penalty: 4813.244141
	Iteration 28Q: 3 clusters Score -2879370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2879401.750000 Penalty: 4813.244141
	Iteration 29Q: 3 clusters Score -2879402 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2879424.000000 Penalty: 4813.244141
	Iteration 30Q: 3 clusters Score -2879424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2879444.000000 Penalty: 4813.244141
	Iteration 31Q: 3 clusters Score -2879444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2879451.250000 Penalty: 4813.244141
	Iteration 32Q: 3 clusters Score -2879451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2879457.500000 Penalty: 4813.244141
	Iteration 33Q: 3 clusters Score -2879458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2879466.000000 Penalty: 4813.244141
	Iteration 34Q: 3 clusters Score -2879466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2879464.250000 Penalty: 4813.244141
	Iteration 35Q: 3 clusters Score -2879464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2879471.000000 Penalty: 4813.244141
	Iteration 36Q: 3 clusters Score -2879471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2879468.750000 Penalty: 4813.244141
	Iteration 37Q: 3 clusters Score -2879469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2879464.250000 Penalty: 4813.244141
	Iteration 38Q: 3 clusters Score -2879464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2879462.000000 Penalty: 4813.244141
	Iteration 39Q: 3 clusters Score -2879462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2879468.750000 Penalty: 4813.244141
	Iteration 40F: 3 clusters Score -2879469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2879468.250000 Penalty: 4813.244141
	Iteration 41Q: 3 clusters Score -2879468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2879471.250000 Penalty: 4813.244141
	Iteration 42Q: 3 clusters Score -2879471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2879466.500000 Penalty: 4813.244141
	Iteration 43Q: 3 clusters Score -2879466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2879468.750000 Penalty: 4813.244141
	Iteration 44Q: 3 clusters Score -2879469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2879469.000000 Penalty: 4813.244141
	Iteration 45Q: 3 clusters Score -2879469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2879472.250000 Penalty: 4813.244141
	Iteration 46Q: 3 clusters Score -2879472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2879469.000000 Penalty: 4813.244141
	Iteration 47Q: 3 clusters Score -2879469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2879469.000000 Penalty: 4813.244141
	Iteration 48Q: 3 clusters Score -2879469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2879472.250000 Penalty: 4813.244141
	Iteration 49Q: 3 clusters Score -2879472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2879475.000000 Penalty: 4813.244141
	Iteration 50Q: 3 clusters Score -2879475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2879477.250000 Penalty: 4813.244141
	Iteration 51Q: 3 clusters Score -2879477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2879479.000000 Penalty: 4813.244141
	Iteration 52Q: 3 clusters Score -2879479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2879477.250000 Penalty: 4813.244141
	Iteration 53Q: 3 clusters Score -2879477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2879481.000000 Penalty: 4813.244141
	Iteration 54Q: 3 clusters Score -2879481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2879476.000000 Penalty: 4813.244141
	Iteration 55Q: 3 clusters Score -2879476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2879474.500000 Penalty: 4813.244141
	Iteration 56Q: 3 clusters Score -2879474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2879474.500000 Penalty: 4813.244141
	Iteration 57F: 3 clusters Score -2879474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Entering Unmasked Estep 
Score: -8584633.000000 Penalty: 2670.881592
	Iteration 0F: 2 clusters Score -8584633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -8554668.000000 Penalty: 5341.763184
	Iteration 0F: 3 clusters Score -8554668 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -8566774.000000 Penalty: 5341.763184
	Iteration 1F: 3 clusters Score -8566774 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -8567218.000000 Penalty: 5341.763184
	Iteration 2Q: 3 clusters Score -8567218 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -8567565.000000 Penalty: 5341.763184
	Iteration 3Q: 3 clusters Score -8567565 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -8567855.000000 Penalty: 5341.763184
	Iteration 4Q: 3 clusters Score -8567855 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -8568178.000000 Penalty: 5341.763184
	Iteration 5Q: 3 clusters Score -8568178 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8568494.000000 Penalty: 5341.763184
	Iteration 6Q: 3 clusters Score -8568494 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -8568797.000000 Penalty: 5341.763184
	Iteration 7Q: 3 clusters Score -8568797 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -8569087.000000 Penalty: 5341.763184
	Iteration 8Q: 3 clusters Score -8569087 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8569492.000000 Penalty: 5341.763184
	Iteration 9Q: 3 clusters Score -8569492 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -8569915.000000 Penalty: 5341.763184
	Iteration 10Q: 3 clusters Score -8569915 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -8570380.000000 Penalty: 5341.763184
	Iteration 11Q: 3 clusters Score -8570380 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -8570880.000000 Penalty: 5341.763184
	Iteration 12Q: 3 clusters Score -8570880 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -8571506.000000 Penalty: 5341.763184
	Iteration 13Q: 3 clusters Score -8571506 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -8572231.000000 Penalty: 5341.763184
	Iteration 14Q: 3 clusters Score -8572231 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -8573061.000000 Penalty: 5341.763184
	Iteration 15Q: 3 clusters Score -8573061 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8574178.000000 Penalty: 5341.763184
	Iteration 16Q: 3 clusters Score -8574178 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -8575602.000000 Penalty: 5341.763184
	Iteration 17Q: 3 clusters Score -8575602 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -8576953.000000 Penalty: 5341.763184
	Iteration 18Q: 3 clusters Score -8576953 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -8577868.000000 Penalty: 5341.763184
	Iteration 19Q: 3 clusters Score -8577868 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -8578506.000000 Penalty: 5341.763184
	Iteration 20F: 3 clusters Score -8578506 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -8579083.000000 Penalty: 5341.763184
	Iteration 21Q: 3 clusters Score -8579083 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -8579681.000000 Penalty: 5341.763184
	Iteration 22Q: 3 clusters Score -8579681 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -8580254.000000 Penalty: 5341.763184
	Iteration 23Q: 3 clusters Score -8580254 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -8580747.000000 Penalty: 5341.763184
	Iteration 24Q: 3 clusters Score -8580747 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -8581218.000000 Penalty: 5341.763184
	Iteration 25Q: 3 clusters Score -8581218 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -8581682.000000 Penalty: 5341.763184
	Iteration 26Q: 3 clusters Score -8581682 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -8581972.000000 Penalty: 5341.763184
	Iteration 27Q: 3 clusters Score -8581972 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -8582225.000000 Penalty: 5341.763184
	Iteration 28Q: 3 clusters Score -8582225 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -8582346.000000 Penalty: 5341.763184
	Iteration 29Q: 3 clusters Score -8582346 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -8582405.000000 Penalty: 5341.763184
	Iteration 30Q: 3 clusters Score -8582405 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -8582442.000000 Penalty: 5341.763184
	Iteration 31Q: 3 clusters Score -8582442 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -8582503.000000 Penalty: 5341.763184
	Iteration 32Q: 3 clusters Score -8582503 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -8582528.000000 Penalty: 5341.763184
	Iteration 33Q: 3 clusters Score -8582528 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -8582539.000000 Penalty: 5341.763184
	Iteration 34Q: 3 clusters Score -8582539 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8582557.000000 Penalty: 5341.763184
	Iteration 35Q: 3 clusters Score -8582557 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -8582580.000000 Penalty: 5341.763184
	Iteration 36Q: 3 clusters Score -8582580 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -8582570.000000 Penalty: 5341.763184
	Iteration 37Q: 3 clusters Score -8582570 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -8582601.000000 Penalty: 5341.763184
	Iteration 38Q: 3 clusters Score -8582601 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8582596.000000 Penalty: 5341.763184
	Iteration 39Q: 3 clusters Score -8582596 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -8582647.000000 Penalty: 5341.763184
	Iteration 40F: 3 clusters Score -8582647 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8582649.000000 Penalty: 5341.763184
	Iteration 41Q: 3 clusters Score -8582649 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -8582695.000000 Penalty: 5341.763184
	Iteration 42Q: 3 clusters Score -8582695 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8582663.000000 Penalty: 5341.763184
	Iteration 43Q: 3 clusters Score -8582663 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -8582666.000000 Penalty: 5341.763184
	Iteration 44Q: 3 clusters Score -8582666 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -8582731.000000 Penalty: 5341.763184
	Iteration 45Q: 3 clusters Score -8582731 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -8582731.000000 Penalty: 5341.763184
	Iteration 46Q: 3 clusters Score -8582731 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -8582762.000000 Penalty: 5341.763184
	Iteration 47Q: 3 clusters Score -8582762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8582784.000000 Penalty: 5341.763184
	Iteration 48Q: 3 clusters Score -8582784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -8582767.000000 Penalty: 5341.763184
	Iteration 49Q: 3 clusters Score -8582767 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -8582781.000000 Penalty: 5341.763184
	Iteration 50Q: 3 clusters Score -8582781 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -8582753.000000 Penalty: 5341.763184
	Iteration 51Q: 3 clusters Score -8582753 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -8582772.000000 Penalty: 5341.763184
	Iteration 52Q: 3 clusters Score -8582772 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -8582792.000000 Penalty: 5341.763184
	Iteration 53Q: 3 clusters Score -8582792 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -8582811.000000 Penalty: 5341.763184
	Iteration 54Q: 3 clusters Score -8582811 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -8582787.000000 Penalty: 5341.763184
	Iteration 55Q: 3 clusters Score -8582787 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -8582794.000000 Penalty: 5341.763184
	Iteration 56Q: 3 clusters Score -8582794 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -8582818.000000 Penalty: 5341.763184
	Iteration 57Q: 3 clusters Score -8582818 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -8582811.000000 Penalty: 5341.763184
	Iteration 58Q: 3 clusters Score -8582811 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -8582796.000000 Penalty: 5341.763184
	Iteration 59Q: 3 clusters Score -8582796 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8582783.000000 Penalty: 5341.763184
	Iteration 60F: 3 clusters Score -8582783 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -8582805.000000 Penalty: 5341.763184
	Iteration 61Q: 3 clusters Score -8582805 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -8582792.000000 Penalty: 5341.763184
	Iteration 62Q: 3 clusters Score -8582792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -8582816.000000 Penalty: 5341.763184
	Iteration 63Q: 3 clusters Score -8582816 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -8582842.000000 Penalty: 5341.763184
	Iteration 64Q: 3 clusters Score -8582842 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -8582859.000000 Penalty: 5341.763184
	Iteration 65Q: 3 clusters Score -8582859 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -8582855.000000 Penalty: 5341.763184
	Iteration 66Q: 3 clusters Score -8582855 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -8582904.000000 Penalty: 5341.763184
	Iteration 67Q: 3 clusters Score -8582904 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -8582879.000000 Penalty: 5341.763184
	Iteration 68Q: 3 clusters Score -8582879 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -8582870.000000 Penalty: 5341.763184
	Iteration 69Q: 3 clusters Score -8582870 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -8582888.000000 Penalty: 5341.763184
	Iteration 70Q: 3 clusters Score -8582888 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -8582915.000000 Penalty: 5341.763184
	Iteration 71Q: 3 clusters Score -8582915 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -8582952.000000 Penalty: 5341.763184
	Iteration 72Q: 3 clusters Score -8582952 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -8582986.000000 Penalty: 5341.763184
	Iteration 73Q: 3 clusters Score -8582986 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -8583027.000000 Penalty: 5341.763184
	Iteration 74Q: 3 clusters Score -8583027 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -8583042.000000 Penalty: 5341.763184
	Iteration 75Q: 3 clusters Score -8583042 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -8583061.000000 Penalty: 5341.763184
	Iteration 76Q: 3 clusters Score -8583061 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -8583085.000000 Penalty: 5341.763184
	Iteration 77Q: 3 clusters Score -8583085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -8583090.000000 Penalty: 5341.763184
	Iteration 78Q: 3 clusters Score -8583090 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -8583101.000000 Penalty: 5341.763184
	Iteration 79Q: 3 clusters Score -8583101 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -8583093.000000 Penalty: 5341.763184
	Iteration 80F: 3 clusters Score -8583093 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -8583093.000000 Penalty: 5341.763184
	Iteration 81Q: 3 clusters Score -8583093 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -8583105.000000 Penalty: 5341.763184
	Iteration 82Q: 3 clusters Score -8583105 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -8583104.000000 Penalty: 5341.763184
	Iteration 83Q: 3 clusters Score -8583104 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -8583119.000000 Penalty: 5341.763184
	Iteration 84Q: 3 clusters Score -8583119 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -8583112.000000 Penalty: 5341.763184
	Iteration 85Q: 3 clusters Score -8583112 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -8583138.000000 Penalty: 5341.763184
	Iteration 86Q: 3 clusters Score -8583138 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -8583130.000000 Penalty: 5341.763184
	Iteration 87Q: 3 clusters Score -8583130 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -8583134.000000 Penalty: 5341.763184
	Iteration 88Q: 3 clusters Score -8583134 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -8583136.000000 Penalty: 5341.763184
	Iteration 89Q: 3 clusters Score -8583136 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -8583146.000000 Penalty: 5341.763184
	Iteration 90Q: 3 clusters Score -8583146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -8583121.000000 Penalty: 5341.763184
	Iteration 91Q: 3 clusters Score -8583121 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -8583161.000000 Penalty: 5341.763184
	Iteration 92Q: 3 clusters Score -8583161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -8583157.000000 Penalty: 5341.763184
	Iteration 93Q: 3 clusters Score -8583157 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8583123.000000 Penalty: 5341.763184
	Iteration 94Q: 3 clusters Score -8583123 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -8583143.000000 Penalty: 5341.763184
	Iteration 95Q: 3 clusters Score -8583143 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8583150.000000 Penalty: 5341.763184
	Iteration 96Q: 3 clusters Score -8583150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -8583157.000000 Penalty: 5341.763184
	Iteration 97Q: 3 clusters Score -8583157 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8583146.000000 Penalty: 5341.763184
	Iteration 98Q: 3 clusters Score -8583146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -8583143.000000 Penalty: 5341.763184
	Iteration 99Q: 3 clusters Score -8583143 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -8583173.000000 Penalty: 5341.763184
	Iteration 100F: 3 clusters Score -8583173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -8583176.000000 Penalty: 5341.763184
	Iteration 101Q: 3 clusters Score -8583176 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -8583160.000000 Penalty: 5341.763184
	Iteration 102Q: 3 clusters Score -8583160 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -8583160.000000 Penalty: 5341.763184
	Iteration 103Q: 3 clusters Score -8583160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -8583202.000000 Penalty: 5341.763184
	Iteration 104Q: 3 clusters Score -8583202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -8583198.000000 Penalty: 5341.763184
	Iteration 105Q: 3 clusters Score -8583198 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -8583186.000000 Penalty: 5341.763184
	Iteration 106Q: 3 clusters Score -8583186 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -8583175.000000 Penalty: 5341.763184
	Iteration 107Q: 3 clusters Score -8583175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -8583162.000000 Penalty: 5341.763184
	Iteration 108Q: 3 clusters Score -8583162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -8583162.000000 Penalty: 5341.763184
	Iteration 109Q: 3 clusters Score -8583162 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -8583174.000000 Penalty: 5341.763184
	Iteration 110Q: 3 clusters Score -8583174 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -8583217.000000 Penalty: 5341.763184
	Iteration 111Q: 3 clusters Score -8583217 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -8583201.000000 Penalty: 5341.763184
	Iteration 112Q: 3 clusters Score -8583201 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -8583229.000000 Penalty: 5341.763184
	Iteration 113Q: 3 clusters Score -8583229 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -8583235.000000 Penalty: 5341.763184
	Iteration 114Q: 3 clusters Score -8583235 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -8583228.000000 Penalty: 5341.763184
	Iteration 115Q: 3 clusters Score -8583228 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -8583218.000000 Penalty: 5341.763184
	Iteration 116Q: 3 clusters Score -8583218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -8583227.000000 Penalty: 5341.763184
	Iteration 117Q: 3 clusters Score -8583227 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -8583195.000000 Penalty: 5341.763184
	Iteration 118Q: 3 clusters Score -8583195 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8583175.000000 Penalty: 5341.763184
	Iteration 119Q: 3 clusters Score -8583175 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -8583178.000000 Penalty: 5341.763184
	Iteration 120F: 3 clusters Score -8583178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8583161.000000 Penalty: 5341.763184
	Iteration 121Q: 3 clusters Score -8583161 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -8583173.000000 Penalty: 5341.763184
	Iteration 122Q: 3 clusters Score -8583173 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -8583170.000000 Penalty: 5341.763184
	Iteration 123Q: 3 clusters Score -8583170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -8583178.000000 Penalty: 5341.763184
	Iteration 124Q: 3 clusters Score -8583178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -8583177.000000 Penalty: 5341.763184
	Iteration 125Q: 3 clusters Score -8583177 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -8583185.000000 Penalty: 5341.763184
	Iteration 126Q: 3 clusters Score -8583185 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8583171.000000 Penalty: 5341.763184
	Iteration 127Q: 3 clusters Score -8583171 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -8583138.000000 Penalty: 5341.763184
	Iteration 128Q: 3 clusters Score -8583138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -8583133.000000 Penalty: 5341.763184
	Iteration 129Q: 3 clusters Score -8583133 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -8583150.000000 Penalty: 5341.763184
	Iteration 130Q: 3 clusters Score -8583150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -8583139.000000 Penalty: 5341.763184
	Iteration 131Q: 3 clusters Score -8583139 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -8583145.000000 Penalty: 5341.763184
	Iteration 132Q: 3 clusters Score -8583145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -8583135.000000 Penalty: 5341.763184
	Iteration 133Q: 3 clusters Score -8583135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -8583130.000000 Penalty: 5341.763184
	Iteration 134Q: 3 clusters Score -8583130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -8583107.000000 Penalty: 5341.763184
	Iteration 135Q: 3 clusters Score -8583107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -8583118.000000 Penalty: 5341.763184
	Iteration 136Q: 3 clusters Score -8583118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -8583111.000000 Penalty: 5341.763184
	Iteration 137Q: 3 clusters Score -8583111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8583111.000000 Penalty: 5341.763184
	Iteration 138Q: 3 clusters Score -8583111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8583107.000000 Penalty: 5341.763184
	Iteration 139Q: 3 clusters Score -8583107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -8583097.000000 Penalty: 5341.763184
	Iteration 140F: 3 clusters Score -8583097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -8583101.000000 Penalty: 5341.763184
	Iteration 141Q: 3 clusters Score -8583101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -8583100.000000 Penalty: 5341.763184
	Iteration 142Q: 3 clusters Score -8583100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -8583104.000000 Penalty: 5341.763184
	Iteration 143Q: 3 clusters Score -8583104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8583102.000000 Penalty: 5341.763184
	Iteration 144Q: 3 clusters Score -8583102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -8583111.000000 Penalty: 5341.763184
	Iteration 145Q: 3 clusters Score -8583111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -8583109.000000 Penalty: 5341.763184
	Iteration 146Q: 3 clusters Score -8583109 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8583101.000000 Penalty: 5341.763184
	Iteration 147Q: 3 clusters Score -8583101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -8583098.000000 Penalty: 5341.763184
	Iteration 148Q: 3 clusters Score -8583098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -8583096.000000 Penalty: 5341.763184
	Iteration 149Q: 3 clusters Score -8583096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -8583094.000000 Penalty: 5341.763184
	Iteration 150Q: 3 clusters Score -8583094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -8583092.000000 Penalty: 5341.763184
	Iteration 151Q: 3 clusters Score -8583092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -8583079.000000 Penalty: 5341.763184
	Iteration 152Q: 3 clusters Score -8583079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -8583083.000000 Penalty: 5341.763184
	Iteration 153Q: 3 clusters Score -8583083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8583085.000000 Penalty: 5341.763184
	Iteration 154Q: 3 clusters Score -8583085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -8583083.000000 Penalty: 5341.763184
	Iteration 155Q: 3 clusters Score -8583083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -8583069.000000 Penalty: 5341.763184
	Iteration 156Q: 3 clusters Score -8583069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8583066.000000 Penalty: 5341.763184
	Iteration 157Q: 3 clusters Score -8583066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8583067.000000 Penalty: 5341.763184
	Iteration 158Q: 3 clusters Score -8583067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -8583063.000000 Penalty: 5341.763184
	Iteration 159Q: 3 clusters Score -8583063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -8583056.000000 Penalty: 5341.763184
	Iteration 160F: 3 clusters Score -8583056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8583057.000000 Penalty: 5341.763184
	Iteration 161Q: 3 clusters Score -8583057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -8583070.000000 Penalty: 5341.763184
	Iteration 162Q: 3 clusters Score -8583070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8583078.000000 Penalty: 5341.763184
	Iteration 163Q: 3 clusters Score -8583078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8583047.000000 Penalty: 5341.763184
	Iteration 164Q: 3 clusters Score -8583047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8583056.000000 Penalty: 5341.763184
	Iteration 165Q: 3 clusters Score -8583056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8583046.000000 Penalty: 5341.763184
	Iteration 166Q: 3 clusters Score -8583046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -8583036.000000 Penalty: 5341.763184
	Iteration 167Q: 3 clusters Score -8583036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8583026.000000 Penalty: 5341.763184
	Iteration 168Q: 3 clusters Score -8583026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -8583018.000000 Penalty: 5341.763184
	Iteration 169Q: 3 clusters Score -8583018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -8583006.000000 Penalty: 5341.763184
	Iteration 170Q: 3 clusters Score -8583006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8583014.000000 Penalty: 5341.763184
	Iteration 171Q: 3 clusters Score -8583014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -8582994.000000 Penalty: 5341.763184
	Iteration 172Q: 3 clusters Score -8582994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8582997.000000 Penalty: 5341.763184
	Iteration 173Q: 3 clusters Score -8582997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8582977.000000 Penalty: 5341.763184
	Iteration 174Q: 3 clusters Score -8582977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8582941.000000 Penalty: 5341.763184
	Iteration 175Q: 3 clusters Score -8582941 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -8582929.000000 Penalty: 5341.763184
	Iteration 176Q: 3 clusters Score -8582929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8582913.000000 Penalty: 5341.763184
	Iteration 177Q: 3 clusters Score -8582913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8582904.000000 Penalty: 5341.763184
	Iteration 178Q: 3 clusters Score -8582904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -8582886.000000 Penalty: 5341.763184
	Iteration 179Q: 3 clusters Score -8582886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8582898.000000 Penalty: 5341.763184
	Iteration 180F: 3 clusters Score -8582898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -8582891.000000 Penalty: 5341.763184
	Iteration 181Q: 3 clusters Score -8582891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -8582900.000000 Penalty: 5341.763184
	Iteration 182Q: 3 clusters Score -8582900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8582875.000000 Penalty: 5341.763184
	Iteration 183Q: 3 clusters Score -8582875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -8582867.000000 Penalty: 5341.763184
	Iteration 184Q: 3 clusters Score -8582867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -8582853.000000 Penalty: 5341.763184
	Iteration 185Q: 3 clusters Score -8582853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8582843.000000 Penalty: 5341.763184
	Iteration 186Q: 3 clusters Score -8582843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8582843.000000 Penalty: 5341.763184
	Iteration 187Q: 3 clusters Score -8582843 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8582836.000000 Penalty: 5341.763184
	Iteration 188Q: 3 clusters Score -8582836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8582819.000000 Penalty: 5341.763184
	Iteration 189Q: 3 clusters Score -8582819 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8582804.000000 Penalty: 5341.763184
	Iteration 190Q: 3 clusters Score -8582804 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8582798.000000 Penalty: 5341.763184
	Iteration 191Q: 3 clusters Score -8582798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8582769.000000 Penalty: 5341.763184
	Iteration 192Q: 3 clusters Score -8582769 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8582745.000000 Penalty: 5341.763184
	Iteration 193Q: 3 clusters Score -8582745 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8582746.000000 Penalty: 5341.763184
	Iteration 194Q: 3 clusters Score -8582746 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -8582743.000000 Penalty: 5341.763184
	Iteration 195Q: 3 clusters Score -8582743 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8582708.000000 Penalty: 5341.763184
	Iteration 196Q: 3 clusters Score -8582708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -8582725.000000 Penalty: 5341.763184
	Iteration 197Q: 3 clusters Score -8582725 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8582766.000000 Penalty: 5341.763184
	Iteration 198Q: 3 clusters Score -8582766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -8582781.000000 Penalty: 5341.763184
	Iteration 199Q: 3 clusters Score -8582781 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8582764.000000 Penalty: 5341.763184
	Iteration 200F: 3 clusters Score -8582764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -8582782.000000 Penalty: 5341.763184
	Iteration 201Q: 3 clusters Score -8582782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -8582805.000000 Penalty: 5341.763184
	Iteration 202Q: 3 clusters Score -8582805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8582807.000000 Penalty: 5341.763184
	Iteration 203Q: 3 clusters Score -8582807 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8582791.000000 Penalty: 5341.763184
	Iteration 204Q: 3 clusters Score -8582791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -8582801.000000 Penalty: 5341.763184
	Iteration 205Q: 3 clusters Score -8582801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -8582787.000000 Penalty: 5341.763184
	Iteration 206Q: 3 clusters Score -8582787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8582793.000000 Penalty: 5341.763184
	Iteration 207Q: 3 clusters Score -8582793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8582803.000000 Penalty: 5341.763184
	Iteration 208Q: 3 clusters Score -8582803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -8582816.000000 Penalty: 5341.763184
	Iteration 209Q: 3 clusters Score -8582816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8582816.000000 Penalty: 5341.763184
	Iteration 210Q: 3 clusters Score -8582816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -8582834.000000 Penalty: 5341.763184
	Iteration 211Q: 3 clusters Score -8582834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -8582825.000000 Penalty: 5341.763184
	Iteration 212Q: 3 clusters Score -8582825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -8582823.000000 Penalty: 5341.763184
	Iteration 213Q: 3 clusters Score -8582823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8582814.000000 Penalty: 5341.763184
	Iteration 214Q: 3 clusters Score -8582814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8582826.000000 Penalty: 5341.763184
	Iteration 215Q: 3 clusters Score -8582826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8582825.000000 Penalty: 5341.763184
	Iteration 216Q: 3 clusters Score -8582825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8582840.000000 Penalty: 5341.763184
	Iteration 217Q: 3 clusters Score -8582840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8582846.000000 Penalty: 5341.763184
	Iteration 218Q: 3 clusters Score -8582846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -8582846.000000 Penalty: 5341.763184
	Iteration 219Q: 3 clusters Score -8582846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8582839.000000 Penalty: 5341.763184
	Iteration 220F: 3 clusters Score -8582839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -8582835.000000 Penalty: 5341.763184
	Iteration 221Q: 3 clusters Score -8582835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -8582843.000000 Penalty: 5341.763184
	Iteration 222Q: 3 clusters Score -8582843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8582836.000000 Penalty: 5341.763184
	Iteration 223Q: 3 clusters Score -8582836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -8582838.000000 Penalty: 5341.763184
	Iteration 224Q: 3 clusters Score -8582838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8582833.000000 Penalty: 5341.763184
	Iteration 225Q: 3 clusters Score -8582833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8582834.000000 Penalty: 5341.763184
	Iteration 226Q: 3 clusters Score -8582834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -8582836.000000 Penalty: 5341.763184
	Iteration 227Q: 3 clusters Score -8582836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8582834.000000 Penalty: 5341.763184
	Iteration 228Q: 3 clusters Score -8582834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8582832.000000 Penalty: 5341.763184
	Iteration 229Q: 3 clusters Score -8582832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8582832.000000 Penalty: 5341.763184
	Iteration 230Q: 3 clusters Score -8582832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8582845.000000 Penalty: 5341.763184
	Iteration 231Q: 3 clusters Score -8582845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8582837.000000 Penalty: 5341.763184
	Iteration 232Q: 3 clusters Score -8582837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -8582831.000000 Penalty: 5341.763184
	Iteration 233Q: 3 clusters Score -8582831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8582839.000000 Penalty: 5341.763184
	Iteration 234Q: 3 clusters Score -8582839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -8582837.000000 Penalty: 5341.763184
	Iteration 235Q: 3 clusters Score -8582837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -8582838.000000 Penalty: 5341.763184
	Iteration 236Q: 3 clusters Score -8582838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8582837.000000 Penalty: 5341.763184
	Iteration 237Q: 3 clusters Score -8582837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -8582838.000000 Penalty: 5341.763184
	Iteration 238Q: 3 clusters Score -8582838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -8582848.000000 Penalty: 5341.763184
	Iteration 239Q: 3 clusters Score -8582848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8582856.000000 Penalty: 5341.763184
	Iteration 240F: 3 clusters Score -8582856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8582850.000000 Penalty: 5341.763184
	Iteration 241Q: 3 clusters Score -8582850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8582853.000000 Penalty: 5341.763184
	Iteration 242Q: 3 clusters Score -8582853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -8582849.000000 Penalty: 5341.763184
	Iteration 243Q: 3 clusters Score -8582849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8582836.000000 Penalty: 5341.763184
	Iteration 244Q: 3 clusters Score -8582836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8582840.000000 Penalty: 5341.763184
	Iteration 245Q: 3 clusters Score -8582840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -8582834.000000 Penalty: 5341.763184
	Iteration 246Q: 3 clusters Score -8582834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8582835.000000 Penalty: 5341.763184
	Iteration 247Q: 3 clusters Score -8582835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8582838.000000 Penalty: 5341.763184
	Iteration 248Q: 3 clusters Score -8582838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8582838.000000 Penalty: 5341.763184
	Iteration 249F: 3 clusters Score -8582838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -397038.375000 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -397038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -394200.093750 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -394200.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -395133.437500 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -395133.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -395701.593750 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -395701.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -396359.718750 Penalty: 3869.692871
	Iteration 3F: 3 clusters Score -396359.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -396791.156250 Penalty: 3869.692871
	Iteration 4F: 3 clusters Score -396791.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -397018.718750 Penalty: 3869.692871
	Iteration 5F: 3 clusters Score -397018.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -397150.656250 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -397150.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -397199.843750 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -397199.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -397220.281250 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -397220.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -397230.875000 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -397230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -397240.187500 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -397240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -397247.062500 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -397247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -397252.218750 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -397252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -397257.156250 Penalty: 3869.692871
	Iteration 13Q: 3 clusters Score -397257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -397260.218750 Penalty: 3869.692871
	Iteration 14Q: 3 clusters Score -397260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -397260.781250 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -397260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -397260.781250 Penalty: 3869.692871
	Iteration 16F: 3 clusters Score -397260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 47557 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 40322 members 
Mstep: Class 9 contains 47964 members 
Mstep: Class 10 contains 50272 members 
Mstep: Class 11 contains 22392 members 
Mstep: Class 12 contains 47976 members 
Mstep: Class 13 contains 30434 members 
Mstep: Class 14 contains 38275 members 
Mstep: Class 15 contains 44836 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18391 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6488 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 44159 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35879 members 
Mstep: Class 26 contains 8595 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40423 members 
Mstep: Class 29 contains 41308 members 
Mstep: Class 30 contains 41051 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 34362 members 
Mstep: Class 33 contains 44574 members 
Mstep: Class 34 contains 43009 members 
Mstep: Class 35 contains 42951 members 
Mstep: Class 36 contains 8161 members 
Mstep: Class 37 contains 38548 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43110 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43099 members 
Mstep: Class 44 contains 50599 members 
Mstep: Class 45 contains 1700 members 
Entering Unmasked Estep 
Score: -196433344.000000 Penalty: 155465.468750
Splitting cluster 5 changes total score from -196435216.000000 to -196433344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Entering Unmasked Estep 
Score: -2879926.000000 Penalty: 2406.152344
	Iteration 0F: 2 clusters Score -2879926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2868324.000000 Penalty: 4812.304688
	Iteration 0F: 3 clusters Score -2868324 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2872182.750000 Penalty: 4812.304688
	Iteration 1F: 3 clusters Score -2872183 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2872704.500000 Penalty: 4812.304688
	Iteration 2F: 3 clusters Score -2872704 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2873261.000000 Penalty: 4812.304688
	Iteration 3F: 3 clusters Score -2873261 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2873940.750000 Penalty: 4812.304688
	Iteration 4F: 3 clusters Score -2873941 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2874689.500000 Penalty: 4812.304688
	Iteration 5F: 3 clusters Score -2874690 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2875369.000000 Penalty: 4812.304688
	Iteration 6F: 3 clusters Score -2875369 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2876012.750000 Penalty: 4812.304688
	Iteration 7F: 3 clusters Score -2876013 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2876522.500000 Penalty: 4812.304688
	Iteration 8Q: 3 clusters Score -2876522 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2876952.500000 Penalty: 4812.304688
	Iteration 9Q: 3 clusters Score -2876952 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2877264.750000 Penalty: 4812.304688
	Iteration 10Q: 3 clusters Score -2877265 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2877534.250000 Penalty: 4812.304688
	Iteration 11Q: 3 clusters Score -2877534 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2877698.250000 Penalty: 4812.304688
	Iteration 12Q: 3 clusters Score -2877698 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2877841.500000 Penalty: 4812.304688
	Iteration 13Q: 3 clusters Score -2877842 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2877930.250000 Penalty: 4812.304688
	Iteration 14Q: 3 clusters Score -2877930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2877996.750000 Penalty: 4812.304688
	Iteration 15Q: 3 clusters Score -2877997 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2878038.750000 Penalty: 4812.304688
	Iteration 16Q: 3 clusters Score -2878039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2878077.000000 Penalty: 4812.304688
	Iteration 17Q: 3 clusters Score -2878077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2878098.250000 Penalty: 4812.304688
	Iteration 18Q: 3 clusters Score -2878098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2878119.250000 Penalty: 4812.304688
	Iteration 19Q: 3 clusters Score -2878119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2878126.500000 Penalty: 4812.304688
	Iteration 20F: 3 clusters Score -2878126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2878151.000000 Penalty: 4812.304688
	Iteration 21Q: 3 clusters Score -2878151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2878171.250000 Penalty: 4812.304688
	Iteration 22Q: 3 clusters Score -2878171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2878202.500000 Penalty: 4812.304688
	Iteration 23Q: 3 clusters Score -2878202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2878224.000000 Penalty: 4812.304688
	Iteration 24Q: 3 clusters Score -2878224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2878241.250000 Penalty: 4812.304688
	Iteration 25Q: 3 clusters Score -2878241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2878258.250000 Penalty: 4812.304688
	Iteration 26Q: 3 clusters Score -2878258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2878272.000000 Penalty: 4812.304688
	Iteration 27Q: 3 clusters Score -2878272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2878286.500000 Penalty: 4812.304688
	Iteration 28Q: 3 clusters Score -2878286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2878294.250000 Penalty: 4812.304688
	Iteration 29Q: 3 clusters Score -2878294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2878301.500000 Penalty: 4812.304688
	Iteration 30Q: 3 clusters Score -2878302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2878318.500000 Penalty: 4812.304688
	Iteration 31Q: 3 clusters Score -2878318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2878324.000000 Penalty: 4812.304688
	Iteration 32Q: 3 clusters Score -2878324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2878328.500000 Penalty: 4812.304688
	Iteration 33Q: 3 clusters Score -2878328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2878326.500000 Penalty: 4812.304688
	Iteration 34Q: 3 clusters Score -2878326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2878329.500000 Penalty: 4812.304688
	Iteration 35Q: 3 clusters Score -2878330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2878332.750000 Penalty: 4812.304688
	Iteration 36Q: 3 clusters Score -2878333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2878332.750000 Penalty: 4812.304688
	Iteration 37F: 3 clusters Score -2878333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -1072650.375000 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -1072650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1067332.750000 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -1067333 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1068864.125000 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -1068864 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1069335.500000 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -1069336 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1069736.000000 Penalty: 4332.979980
	Iteration 3F: 3 clusters Score -1069736 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1070115.250000 Penalty: 4332.979980
	Iteration 4F: 3 clusters Score -1070115 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1070466.000000 Penalty: 4332.979980
	Iteration 5F: 3 clusters Score -1070466 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1070753.250000 Penalty: 4332.979980
	Iteration 6F: 3 clusters Score -1070753 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1070999.500000 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -1071000 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1071249.000000 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -1071249 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1071481.500000 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -1071482 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1071663.375000 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -1071663 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1071796.750000 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -1071797 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1071890.500000 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -1071890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1071952.500000 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -1071952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1072001.625000 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -1072002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1072042.625000 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -1072043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1072064.250000 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -1072064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1072079.875000 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -1072080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1072095.375000 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -1072095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1072106.250000 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -1072106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1072111.875000 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -1072112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1072116.125000 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -1072116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1072120.125000 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -1072120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1072127.875000 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -1072128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1072133.375000 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -1072133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1072135.375000 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -1072135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1072137.250000 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -1072137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1072137.875000 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -1072138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1072137.875000 Penalty: 4332.979980
	Iteration 28F: 3 clusters Score -1072138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Entering Unmasked Estep 
Score: -7204686.000000 Penalty: 2629.953857
	Iteration 0F: 2 clusters Score -7204686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -7177543.500000 Penalty: 5259.907715
	Iteration 0F: 3 clusters Score -7177544 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7187590.000000 Penalty: 5259.907715
	Iteration 1F: 3 clusters Score -7187590 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -7188167.500000 Penalty: 5259.907715
	Iteration 2Q: 3 clusters Score -7188168 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -7188740.000000 Penalty: 5259.907715
	Iteration 3Q: 3 clusters Score -7188740 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -7189363.000000 Penalty: 5259.907715
	Iteration 4Q: 3 clusters Score -7189363 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -7190068.000000 Penalty: 5259.907715
	Iteration 5Q: 3 clusters Score -7190068 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -7190947.000000 Penalty: 5259.907715
	Iteration 6Q: 3 clusters Score -7190947 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -7191932.000000 Penalty: 5259.907715
	Iteration 7Q: 3 clusters Score -7191932 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -7192878.000000 Penalty: 5259.907715
	Iteration 8F: 3 clusters Score -7192878 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -7193807.500000 Penalty: 5259.907715
	Iteration 9Q: 3 clusters Score -7193808 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -7194747.000000 Penalty: 5259.907715
	Iteration 10Q: 3 clusters Score -7194747 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -7195656.500000 Penalty: 5259.907715
	Iteration 11Q: 3 clusters Score -7195656 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -7196518.000000 Penalty: 5259.907715
	Iteration 12Q: 3 clusters Score -7196518 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -7197350.500000 Penalty: 5259.907715
	Iteration 13Q: 3 clusters Score -7197350 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -7198090.500000 Penalty: 5259.907715
	Iteration 14Q: 3 clusters Score -7198090 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -7198652.500000 Penalty: 5259.907715
	Iteration 15Q: 3 clusters Score -7198652 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -7199248.000000 Penalty: 5259.907715
	Iteration 16Q: 3 clusters Score -7199248 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -7199756.000000 Penalty: 5259.907715
	Iteration 17Q: 3 clusters Score -7199756 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -7200178.000000 Penalty: 5259.907715
	Iteration 18Q: 3 clusters Score -7200178 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7200552.500000 Penalty: 5259.907715
	Iteration 19Q: 3 clusters Score -7200552 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7200936.000000 Penalty: 5259.907715
	Iteration 20F: 3 clusters Score -7200936 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7201228.500000 Penalty: 5259.907715
	Iteration 21Q: 3 clusters Score -7201228 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7201504.500000 Penalty: 5259.907715
	Iteration 22Q: 3 clusters Score -7201504 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7201741.000000 Penalty: 5259.907715
	Iteration 23Q: 3 clusters Score -7201741 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7201941.000000 Penalty: 5259.907715
	Iteration 24Q: 3 clusters Score -7201941 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7202097.000000 Penalty: 5259.907715
	Iteration 25Q: 3 clusters Score -7202097 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7202190.500000 Penalty: 5259.907715
	Iteration 26Q: 3 clusters Score -7202190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7202256.500000 Penalty: 5259.907715
	Iteration 27Q: 3 clusters Score -7202256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7202295.000000 Penalty: 5259.907715
	Iteration 28Q: 3 clusters Score -7202295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7202320.000000 Penalty: 5259.907715
	Iteration 29Q: 3 clusters Score -7202320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7202345.000000 Penalty: 5259.907715
	Iteration 30Q: 3 clusters Score -7202345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7202360.000000 Penalty: 5259.907715
	Iteration 31Q: 3 clusters Score -7202360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7202378.000000 Penalty: 5259.907715
	Iteration 32Q: 3 clusters Score -7202378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7202389.500000 Penalty: 5259.907715
	Iteration 33Q: 3 clusters Score -7202390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7202396.500000 Penalty: 5259.907715
	Iteration 34Q: 3 clusters Score -7202396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7202401.500000 Penalty: 5259.907715
	Iteration 35Q: 3 clusters Score -7202402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7202408.000000 Penalty: 5259.907715
	Iteration 36Q: 3 clusters Score -7202408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7202418.500000 Penalty: 5259.907715
	Iteration 37Q: 3 clusters Score -7202418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7202420.500000 Penalty: 5259.907715
	Iteration 38Q: 3 clusters Score -7202420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7202429.000000 Penalty: 5259.907715
	Iteration 39Q: 3 clusters Score -7202429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7202426.500000 Penalty: 5259.907715
	Iteration 40F: 3 clusters Score -7202426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7202425.000000 Penalty: 5259.907715
	Iteration 41Q: 3 clusters Score -7202425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7202423.000000 Penalty: 5259.907715
	Iteration 42Q: 3 clusters Score -7202423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7202430.000000 Penalty: 5259.907715
	Iteration 43Q: 3 clusters Score -7202430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7202430.500000 Penalty: 5259.907715
	Iteration 44Q: 3 clusters Score -7202430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7202430.500000 Penalty: 5259.907715
	Iteration 45F: 3 clusters Score -7202430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Entering Unmasked Estep 
Score: -8468385.000000 Penalty: 2672.995117
	Iteration 0F: 2 clusters Score -8468385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8437207.000000 Penalty: 5345.990234
	Iteration 0F: 3 clusters Score -8437207 nChanged 22095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8449475.000000 Penalty: 5345.990234
	Iteration 1F: 3 clusters Score -8449475 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -8449987.000000 Penalty: 5345.990234
	Iteration 2Q: 3 clusters Score -8449987 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -8450545.000000 Penalty: 5345.990234
	Iteration 3Q: 3 clusters Score -8450545 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -8451238.000000 Penalty: 5345.990234
	Iteration 4Q: 3 clusters Score -8451238 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -8452100.000000 Penalty: 5345.990234
	Iteration 5Q: 3 clusters Score -8452100 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -8453381.000000 Penalty: 5345.990234
	Iteration 6F: 3 clusters Score -8453381 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -8455114.000000 Penalty: 5345.990234
	Iteration 7F: 3 clusters Score -8455114 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8457420.000000 Penalty: 5345.990234
	Iteration 8F: 3 clusters Score -8457420 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -8459905.000000 Penalty: 5345.990234
	Iteration 9F: 3 clusters Score -8459905 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8462244.000000 Penalty: 5345.990234
	Iteration 10F: 3 clusters Score -8462244 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -8464141.000000 Penalty: 5345.990234
	Iteration 11Q: 3 clusters Score -8464141 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -8465257.000000 Penalty: 5345.990234
	Iteration 12Q: 3 clusters Score -8465257 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8465791.000000 Penalty: 5345.990234
	Iteration 13Q: 3 clusters Score -8465791 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8466101.000000 Penalty: 5345.990234
	Iteration 14Q: 3 clusters Score -8466101 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8466293.000000 Penalty: 5345.990234
	Iteration 15Q: 3 clusters Score -8466293 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -8466377.000000 Penalty: 5345.990234
	Iteration 16Q: 3 clusters Score -8466377 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8466457.000000 Penalty: 5345.990234
	Iteration 17Q: 3 clusters Score -8466457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8466558.000000 Penalty: 5345.990234
	Iteration 18Q: 3 clusters Score -8466558 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8466584.000000 Penalty: 5345.990234
	Iteration 19Q: 3 clusters Score -8466584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8466564.000000 Penalty: 5345.990234
	Iteration 20F: 3 clusters Score -8466564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8466564.000000 Penalty: 5345.990234
	Iteration 21Q: 3 clusters Score -8466564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -8466571.000000 Penalty: 5345.990234
	Iteration 22Q: 3 clusters Score -8466571 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8466583.000000 Penalty: 5345.990234
	Iteration 23Q: 3 clusters Score -8466583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8466593.000000 Penalty: 5345.990234
	Iteration 24Q: 3 clusters Score -8466593 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8466575.000000 Penalty: 5345.990234
	Iteration 25Q: 3 clusters Score -8466575 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -8466593.000000 Penalty: 5345.990234
	Iteration 26Q: 3 clusters Score -8466593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8466575.000000 Penalty: 5345.990234
	Iteration 27Q: 3 clusters Score -8466575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8466599.000000 Penalty: 5345.990234
	Iteration 28Q: 3 clusters Score -8466599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -8466598.000000 Penalty: 5345.990234
	Iteration 29Q: 3 clusters Score -8466598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -8466610.000000 Penalty: 5345.990234
	Iteration 30Q: 3 clusters Score -8466610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8466599.000000 Penalty: 5345.990234
	Iteration 31Q: 3 clusters Score -8466599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -8466601.000000 Penalty: 5345.990234
	Iteration 32Q: 3 clusters Score -8466601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8466585.000000 Penalty: 5345.990234
	Iteration 33Q: 3 clusters Score -8466585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -8466579.000000 Penalty: 5345.990234
	Iteration 34Q: 3 clusters Score -8466579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8466578.000000 Penalty: 5345.990234
	Iteration 35Q: 3 clusters Score -8466578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -8466591.000000 Penalty: 5345.990234
	Iteration 36Q: 3 clusters Score -8466591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -8466609.000000 Penalty: 5345.990234
	Iteration 37Q: 3 clusters Score -8466609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8466602.000000 Penalty: 5345.990234
	Iteration 38Q: 3 clusters Score -8466602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8466599.000000 Penalty: 5345.990234
	Iteration 39Q: 3 clusters Score -8466599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -8466593.000000 Penalty: 5345.990234
	Iteration 40F: 3 clusters Score -8466593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -8466595.000000 Penalty: 5345.990234
	Iteration 41Q: 3 clusters Score -8466595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8466594.000000 Penalty: 5345.990234
	Iteration 42Q: 3 clusters Score -8466594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -8466589.000000 Penalty: 5345.990234
	Iteration 43Q: 3 clusters Score -8466589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8466569.000000 Penalty: 5345.990234
	Iteration 44Q: 3 clusters Score -8466569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8466567.000000 Penalty: 5345.990234
	Iteration 45Q: 3 clusters Score -8466567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8466563.000000 Penalty: 5345.990234
	Iteration 46Q: 3 clusters Score -8466563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8466558.000000 Penalty: 5345.990234
	Iteration 47Q: 3 clusters Score -8466558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -8466561.000000 Penalty: 5345.990234
	Iteration 48Q: 3 clusters Score -8466561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -8466558.000000 Penalty: 5345.990234
	Iteration 49Q: 3 clusters Score -8466558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -8466563.000000 Penalty: 5345.990234
	Iteration 50Q: 3 clusters Score -8466563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8466557.000000 Penalty: 5345.990234
	Iteration 51Q: 3 clusters Score -8466557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -8466553.000000 Penalty: 5345.990234
	Iteration 52Q: 3 clusters Score -8466553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8466545.000000 Penalty: 5345.990234
	Iteration 53Q: 3 clusters Score -8466545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8466545.000000 Penalty: 5345.990234
	Iteration 54F: 3 clusters Score -8466545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Entering Unmasked Estep 
Score: -9008266.000000 Penalty: 2684.650635
	Iteration 0F: 2 clusters Score -9008266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -8977486.000000 Penalty: 5369.301270
	Iteration 0F: 3 clusters Score -8977486 nChanged 23265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -8990391.000000 Penalty: 5369.301270
	Iteration 1F: 3 clusters Score -8990391 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -8990901.000000 Penalty: 5369.301270
	Iteration 2Q: 3 clusters Score -8990901 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -8991674.000000 Penalty: 5369.301270
	Iteration 3Q: 3 clusters Score -8991674 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -8992745.000000 Penalty: 5369.301270
	Iteration 4Q: 3 clusters Score -8992745 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -8994606.000000 Penalty: 5369.301270
	Iteration 5F: 3 clusters Score -8994606 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -8997470.000000 Penalty: 5369.301270
	Iteration 6F: 3 clusters Score -8997470 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -9000875.000000 Penalty: 5369.301270
	Iteration 7F: 3 clusters Score -9000875 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -9003510.000000 Penalty: 5369.301270
	Iteration 8F: 3 clusters Score -9003510 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -9004961.000000 Penalty: 5369.301270
	Iteration 9Q: 3 clusters Score -9004961 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -9005522.000000 Penalty: 5369.301270
	Iteration 10Q: 3 clusters Score -9005522 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -9005686.000000 Penalty: 5369.301270
	Iteration 11Q: 3 clusters Score -9005686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -9005779.000000 Penalty: 5369.301270
	Iteration 12Q: 3 clusters Score -9005779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -9005845.000000 Penalty: 5369.301270
	Iteration 13Q: 3 clusters Score -9005845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9005879.000000 Penalty: 5369.301270
	Iteration 14Q: 3 clusters Score -9005879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -9005895.000000 Penalty: 5369.301270
	Iteration 15Q: 3 clusters Score -9005895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -9005913.000000 Penalty: 5369.301270
	Iteration 16Q: 3 clusters Score -9005913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -9005912.000000 Penalty: 5369.301270
	Iteration 17Q: 3 clusters Score -9005912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -9005925.000000 Penalty: 5369.301270
	Iteration 18Q: 3 clusters Score -9005925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -9005931.000000 Penalty: 5369.301270
	Iteration 19Q: 3 clusters Score -9005931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -9005930.000000 Penalty: 5369.301270
	Iteration 20F: 3 clusters Score -9005930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -9005927.000000 Penalty: 5369.301270
	Iteration 21Q: 3 clusters Score -9005927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -9005928.000000 Penalty: 5369.301270
	Iteration 22Q: 3 clusters Score -9005928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -9005928.000000 Penalty: 5369.301270
	Iteration 23F: 3 clusters Score -9005928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Entering Unmasked Estep 
Score: -4037049.000000 Penalty: 2484.082031
	Iteration 0F: 2 clusters Score -4037049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4021349.000000 Penalty: 4968.164062
	Iteration 0F: 3 clusters Score -4021349 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4026640.750000 Penalty: 4968.164062
	Iteration 1F: 3 clusters Score -4026641 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4026971.500000 Penalty: 4968.164062
	Iteration 2Q: 3 clusters Score -4026972 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4027247.000000 Penalty: 4968.164062
	Iteration 3Q: 3 clusters Score -4027247 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4027511.250000 Penalty: 4968.164062
	Iteration 4Q: 3 clusters Score -4027511 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4027829.750000 Penalty: 4968.164062
	Iteration 5Q: 3 clusters Score -4027830 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4028169.500000 Penalty: 4968.164062
	Iteration 6Q: 3 clusters Score -4028170 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4028723.500000 Penalty: 4968.164062
	Iteration 7Q: 3 clusters Score -4028724 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4029488.000000 Penalty: 4968.164062
	Iteration 8F: 3 clusters Score -4029488 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4030569.250000 Penalty: 4968.164062
	Iteration 9F: 3 clusters Score -4030569 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4031851.250000 Penalty: 4968.164062
	Iteration 10F: 3 clusters Score -4031851 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4033037.500000 Penalty: 4968.164062
	Iteration 11F: 3 clusters Score -4033038 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4033839.500000 Penalty: 4968.164062
	Iteration 12Q: 3 clusters Score -4033840 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4034341.500000 Penalty: 4968.164062
	Iteration 13Q: 3 clusters Score -4034342 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -4034585.250000 Penalty: 4968.164062
	Iteration 14Q: 3 clusters Score -4034585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -4034694.500000 Penalty: 4968.164062
	Iteration 15Q: 3 clusters Score -4034694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4034757.250000 Penalty: 4968.164062
	Iteration 16Q: 3 clusters Score -4034757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4034778.250000 Penalty: 4968.164062
	Iteration 17Q: 3 clusters Score -4034778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4034788.500000 Penalty: 4968.164062
	Iteration 18Q: 3 clusters Score -4034788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -4034793.500000 Penalty: 4968.164062
	Iteration 19Q: 3 clusters Score -4034794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -4034796.000000 Penalty: 4968.164062
	Iteration 20F: 3 clusters Score -4034796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4034797.500000 Penalty: 4968.164062
	Iteration 21Q: 3 clusters Score -4034798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4034803.000000 Penalty: 4968.164062
	Iteration 22Q: 3 clusters Score -4034803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4034806.000000 Penalty: 4968.164062
	Iteration 23Q: 3 clusters Score -4034806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4034808.250000 Penalty: 4968.164062
	Iteration 24Q: 3 clusters Score -4034808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4034808.250000 Penalty: 4968.164062
	Iteration 25F: 3 clusters Score -4034808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Entering Unmasked Estep 
Score: -8590801.000000 Penalty: 2673.057129
	Iteration 0F: 2 clusters Score -8590801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8559708.000000 Penalty: 5346.114258
	Iteration 0F: 3 clusters Score -8559708 nChanged 22081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -8571861.000000 Penalty: 5346.114258
	Iteration 1F: 3 clusters Score -8571861 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -8572629.000000 Penalty: 5346.114258
	Iteration 2Q: 3 clusters Score -8572629 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -8573483.000000 Penalty: 5346.114258
	Iteration 3Q: 3 clusters Score -8573483 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -8574615.000000 Penalty: 5346.114258
	Iteration 4Q: 3 clusters Score -8574615 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -8575859.000000 Penalty: 5346.114258
	Iteration 5F: 3 clusters Score -8575859 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -8577204.000000 Penalty: 5346.114258
	Iteration 6F: 3 clusters Score -8577204 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -8578475.000000 Penalty: 5346.114258
	Iteration 7F: 3 clusters Score -8578475 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8579683.000000 Penalty: 5346.114258
	Iteration 8F: 3 clusters Score -8579683 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8580810.000000 Penalty: 5346.114258
	Iteration 9Q: 3 clusters Score -8580810 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -8581716.000000 Penalty: 5346.114258
	Iteration 10Q: 3 clusters Score -8581716 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -8582331.000000 Penalty: 5346.114258
	Iteration 11Q: 3 clusters Score -8582331 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -8582593.000000 Penalty: 5346.114258
	Iteration 12Q: 3 clusters Score -8582593 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -8582831.000000 Penalty: 5346.114258
	Iteration 13Q: 3 clusters Score -8582831 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -8582975.000000 Penalty: 5346.114258
	Iteration 14Q: 3 clusters Score -8582975 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -8583100.000000 Penalty: 5346.114258
	Iteration 15Q: 3 clusters Score -8583100 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8583205.000000 Penalty: 5346.114258
	Iteration 16Q: 3 clusters Score -8583205 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -8583303.000000 Penalty: 5346.114258
	Iteration 17Q: 3 clusters Score -8583303 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -8583400.000000 Penalty: 5346.114258
	Iteration 18Q: 3 clusters Score -8583400 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -8583474.000000 Penalty: 5346.114258
	Iteration 19Q: 3 clusters Score -8583474 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -8583556.000000 Penalty: 5346.114258
	Iteration 20F: 3 clusters Score -8583556 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -8583662.000000 Penalty: 5346.114258
	Iteration 21Q: 3 clusters Score -8583662 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -8583743.000000 Penalty: 5346.114258
	Iteration 22Q: 3 clusters Score -8583743 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -8583860.000000 Penalty: 5346.114258
	Iteration 23Q: 3 clusters Score -8583860 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -8584074.000000 Penalty: 5346.114258
	Iteration 24Q: 3 clusters Score -8584074 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -8584236.000000 Penalty: 5346.114258
	Iteration 25Q: 3 clusters Score -8584236 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -8584369.000000 Penalty: 5346.114258
	Iteration 26Q: 3 clusters Score -8584369 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -8584561.000000 Penalty: 5346.114258
	Iteration 27Q: 3 clusters Score -8584561 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -8584695.000000 Penalty: 5346.114258
	Iteration 28Q: 3 clusters Score -8584695 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -8584824.000000 Penalty: 5346.114258
	Iteration 29Q: 3 clusters Score -8584824 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -8585019.000000 Penalty: 5346.114258
	Iteration 30Q: 3 clusters Score -8585019 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8585192.000000 Penalty: 5346.114258
	Iteration 31Q: 3 clusters Score -8585192 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -8585433.000000 Penalty: 5346.114258
	Iteration 32Q: 3 clusters Score -8585433 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -8585679.000000 Penalty: 5346.114258
	Iteration 33Q: 3 clusters Score -8585679 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -8585923.000000 Penalty: 5346.114258
	Iteration 34Q: 3 clusters Score -8585923 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -8586214.000000 Penalty: 5346.114258
	Iteration 35Q: 3 clusters Score -8586214 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8586484.000000 Penalty: 5346.114258
	Iteration 36Q: 3 clusters Score -8586484 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8586733.000000 Penalty: 5346.114258
	Iteration 37Q: 3 clusters Score -8586733 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -8586992.000000 Penalty: 5346.114258
	Iteration 38Q: 3 clusters Score -8586992 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8587263.000000 Penalty: 5346.114258
	Iteration 39Q: 3 clusters Score -8587263 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -8587502.000000 Penalty: 5346.114258
	Iteration 40F: 3 clusters Score -8587502 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -8587730.000000 Penalty: 5346.114258
	Iteration 41Q: 3 clusters Score -8587730 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -8587913.000000 Penalty: 5346.114258
	Iteration 42Q: 3 clusters Score -8587913 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -8588078.000000 Penalty: 5346.114258
	Iteration 43Q: 3 clusters Score -8588078 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8588192.000000 Penalty: 5346.114258
	Iteration 44Q: 3 clusters Score -8588192 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -8588268.000000 Penalty: 5346.114258
	Iteration 45Q: 3 clusters Score -8588268 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8588352.000000 Penalty: 5346.114258
	Iteration 46Q: 3 clusters Score -8588352 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8588391.000000 Penalty: 5346.114258
	Iteration 47Q: 3 clusters Score -8588391 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8588475.000000 Penalty: 5346.114258
	Iteration 48Q: 3 clusters Score -8588475 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -8588523.000000 Penalty: 5346.114258
	Iteration 49Q: 3 clusters Score -8588523 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8588581.000000 Penalty: 5346.114258
	Iteration 50Q: 3 clusters Score -8588581 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8588587.000000 Penalty: 5346.114258
	Iteration 51Q: 3 clusters Score -8588587 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -8588627.000000 Penalty: 5346.114258
	Iteration 52Q: 3 clusters Score -8588627 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8588640.000000 Penalty: 5346.114258
	Iteration 53Q: 3 clusters Score -8588640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8588675.000000 Penalty: 5346.114258
	Iteration 54Q: 3 clusters Score -8588675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -8588710.000000 Penalty: 5346.114258
	Iteration 55Q: 3 clusters Score -8588710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -8588706.000000 Penalty: 5346.114258
	Iteration 56Q: 3 clusters Score -8588706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -8588719.000000 Penalty: 5346.114258
	Iteration 57Q: 3 clusters Score -8588719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8588708.000000 Penalty: 5346.114258
	Iteration 58Q: 3 clusters Score -8588708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -8588722.000000 Penalty: 5346.114258
	Iteration 59Q: 3 clusters Score -8588722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8588729.000000 Penalty: 5346.114258
	Iteration 60F: 3 clusters Score -8588729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -8588754.000000 Penalty: 5346.114258
	Iteration 61Q: 3 clusters Score -8588754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8588752.000000 Penalty: 5346.114258
	Iteration 62Q: 3 clusters Score -8588752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -8588785.000000 Penalty: 5346.114258
	Iteration 63Q: 3 clusters Score -8588785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8588806.000000 Penalty: 5346.114258
	Iteration 64Q: 3 clusters Score -8588806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8588818.000000 Penalty: 5346.114258
	Iteration 65Q: 3 clusters Score -8588818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -8588829.000000 Penalty: 5346.114258
	Iteration 66Q: 3 clusters Score -8588829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8588830.000000 Penalty: 5346.114258
	Iteration 67Q: 3 clusters Score -8588830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -8588835.000000 Penalty: 5346.114258
	Iteration 68Q: 3 clusters Score -8588835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -8588845.000000 Penalty: 5346.114258
	Iteration 69Q: 3 clusters Score -8588845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -8588840.000000 Penalty: 5346.114258
	Iteration 70Q: 3 clusters Score -8588840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -8588854.000000 Penalty: 5346.114258
	Iteration 71Q: 3 clusters Score -8588854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -8588870.000000 Penalty: 5346.114258
	Iteration 72Q: 3 clusters Score -8588870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -8588857.000000 Penalty: 5346.114258
	Iteration 73Q: 3 clusters Score -8588857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8588868.000000 Penalty: 5346.114258
	Iteration 74Q: 3 clusters Score -8588868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8588878.000000 Penalty: 5346.114258
	Iteration 75Q: 3 clusters Score -8588878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -8588872.000000 Penalty: 5346.114258
	Iteration 76Q: 3 clusters Score -8588872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -8588869.000000 Penalty: 5346.114258
	Iteration 77Q: 3 clusters Score -8588869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -8588869.000000 Penalty: 5346.114258
	Iteration 78Q: 3 clusters Score -8588869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8588872.000000 Penalty: 5346.114258
	Iteration 79Q: 3 clusters Score -8588872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -8588874.000000 Penalty: 5346.114258
	Iteration 80F: 3 clusters Score -8588874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -8588870.000000 Penalty: 5346.114258
	Iteration 81Q: 3 clusters Score -8588870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -8588881.000000 Penalty: 5346.114258
	Iteration 82Q: 3 clusters Score -8588881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -8588869.000000 Penalty: 5346.114258
	Iteration 83Q: 3 clusters Score -8588869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -8588873.000000 Penalty: 5346.114258
	Iteration 84Q: 3 clusters Score -8588873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -8588878.000000 Penalty: 5346.114258
	Iteration 85Q: 3 clusters Score -8588878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8588874.000000 Penalty: 5346.114258
	Iteration 86Q: 3 clusters Score -8588874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8588891.000000 Penalty: 5346.114258
	Iteration 87Q: 3 clusters Score -8588891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -8588876.000000 Penalty: 5346.114258
	Iteration 88Q: 3 clusters Score -8588876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8588884.000000 Penalty: 5346.114258
	Iteration 89Q: 3 clusters Score -8588884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -8588892.000000 Penalty: 5346.114258
	Iteration 90Q: 3 clusters Score -8588892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -8588893.000000 Penalty: 5346.114258
	Iteration 91Q: 3 clusters Score -8588893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8588890.000000 Penalty: 5346.114258
	Iteration 92Q: 3 clusters Score -8588890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8588897.000000 Penalty: 5346.114258
	Iteration 93Q: 3 clusters Score -8588897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -8588895.000000 Penalty: 5346.114258
	Iteration 94Q: 3 clusters Score -8588895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -8588893.000000 Penalty: 5346.114258
	Iteration 95Q: 3 clusters Score -8588893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8588881.000000 Penalty: 5346.114258
	Iteration 96Q: 3 clusters Score -8588881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8588887.000000 Penalty: 5346.114258
	Iteration 97Q: 3 clusters Score -8588887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -8588883.000000 Penalty: 5346.114258
	Iteration 98Q: 3 clusters Score -8588883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8588890.000000 Penalty: 5346.114258
	Iteration 99Q: 3 clusters Score -8588890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -8588887.000000 Penalty: 5346.114258
	Iteration 100F: 3 clusters Score -8588887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8588884.000000 Penalty: 5346.114258
	Iteration 101Q: 3 clusters Score -8588884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8588884.000000 Penalty: 5346.114258
	Iteration 102F: 3 clusters Score -8588884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Entering Unmasked Estep 
Score: -5479764.500000 Penalty: 2560.182373
	Iteration 0F: 2 clusters Score -5479764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5458968.500000 Penalty: 5120.364746
	Iteration 0F: 3 clusters Score -5458968 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5466095.000000 Penalty: 5120.364746
	Iteration 1F: 3 clusters Score -5466095 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -5466533.500000 Penalty: 5120.364746
	Iteration 2Q: 3 clusters Score -5466534 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5466926.000000 Penalty: 5120.364746
	Iteration 3Q: 3 clusters Score -5466926 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -5467314.500000 Penalty: 5120.364746
	Iteration 4Q: 3 clusters Score -5467314 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -5467749.000000 Penalty: 5120.364746
	Iteration 5Q: 3 clusters Score -5467749 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -5468352.500000 Penalty: 5120.364746
	Iteration 6Q: 3 clusters Score -5468352 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5469283.500000 Penalty: 5120.364746
	Iteration 7F: 3 clusters Score -5469284 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -5470566.000000 Penalty: 5120.364746
	Iteration 8F: 3 clusters Score -5470566 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5472236.000000 Penalty: 5120.364746
	Iteration 9F: 3 clusters Score -5472236 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5474129.000000 Penalty: 5120.364746
	Iteration 10F: 3 clusters Score -5474129 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5475675.500000 Penalty: 5120.364746
	Iteration 11F: 3 clusters Score -5475676 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5476555.000000 Penalty: 5120.364746
	Iteration 12Q: 3 clusters Score -5476555 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5476997.500000 Penalty: 5120.364746
	Iteration 13Q: 3 clusters Score -5476998 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5477228.000000 Penalty: 5120.364746
	Iteration 14Q: 3 clusters Score -5477228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5477356.000000 Penalty: 5120.364746
	Iteration 15Q: 3 clusters Score -5477356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5477415.000000 Penalty: 5120.364746
	Iteration 16Q: 3 clusters Score -5477415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5477438.500000 Penalty: 5120.364746
	Iteration 17Q: 3 clusters Score -5477438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5477471.000000 Penalty: 5120.364746
	Iteration 18Q: 3 clusters Score -5477471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5477489.000000 Penalty: 5120.364746
	Iteration 19Q: 3 clusters Score -5477489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5477503.000000 Penalty: 5120.364746
	Iteration 20F: 3 clusters Score -5477503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5477517.500000 Penalty: 5120.364746
	Iteration 21Q: 3 clusters Score -5477518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5477521.000000 Penalty: 5120.364746
	Iteration 22Q: 3 clusters Score -5477521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5477537.000000 Penalty: 5120.364746
	Iteration 23Q: 3 clusters Score -5477537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5477554.000000 Penalty: 5120.364746
	Iteration 24Q: 3 clusters Score -5477554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5477550.500000 Penalty: 5120.364746
	Iteration 25Q: 3 clusters Score -5477550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5477551.500000 Penalty: 5120.364746
	Iteration 26Q: 3 clusters Score -5477552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5477555.500000 Penalty: 5120.364746
	Iteration 27Q: 3 clusters Score -5477556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5477555.500000 Penalty: 5120.364746
	Iteration 28Q: 3 clusters Score -5477556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5477558.000000 Penalty: 5120.364746
	Iteration 29Q: 3 clusters Score -5477558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5477558.000000 Penalty: 5120.364746
	Iteration 30F: 3 clusters Score -5477558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Entering Unmasked Estep 
Score: -6809643.000000 Penalty: 2617.032959
	Iteration 0F: 2 clusters Score -6809643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -6783903.500000 Penalty: 5234.065918
	Iteration 0F: 3 clusters Score -6783904 nChanged 17322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -6793357.500000 Penalty: 5234.065918
	Iteration 1F: 3 clusters Score -6793358 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -6793834.500000 Penalty: 5234.065918
	Iteration 2Q: 3 clusters Score -6793834 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -6794289.000000 Penalty: 5234.065918
	Iteration 3Q: 3 clusters Score -6794289 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6794625.500000 Penalty: 5234.065918
	Iteration 4Q: 3 clusters Score -6794626 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -6794989.500000 Penalty: 5234.065918
	Iteration 5Q: 3 clusters Score -6794990 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -6795306.500000 Penalty: 5234.065918
	Iteration 6Q: 3 clusters Score -6795306 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -6795734.000000 Penalty: 5234.065918
	Iteration 7Q: 3 clusters Score -6795734 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6796319.000000 Penalty: 5234.065918
	Iteration 8Q: 3 clusters Score -6796319 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -6797025.500000 Penalty: 5234.065918
	Iteration 9Q: 3 clusters Score -6797026 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -6798063.000000 Penalty: 5234.065918
	Iteration 10Q: 3 clusters Score -6798063 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -6799420.500000 Penalty: 5234.065918
	Iteration 11F: 3 clusters Score -6799420 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -6800885.000000 Penalty: 5234.065918
	Iteration 12F: 3 clusters Score -6800885 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6802127.500000 Penalty: 5234.065918
	Iteration 13Q: 3 clusters Score -6802128 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6802975.500000 Penalty: 5234.065918
	Iteration 14Q: 3 clusters Score -6802976 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6803491.500000 Penalty: 5234.065918
	Iteration 15Q: 3 clusters Score -6803492 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -6803855.000000 Penalty: 5234.065918
	Iteration 16Q: 3 clusters Score -6803855 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -6804193.500000 Penalty: 5234.065918
	Iteration 17Q: 3 clusters Score -6804194 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6804546.000000 Penalty: 5234.065918
	Iteration 18Q: 3 clusters Score -6804546 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -6804895.500000 Penalty: 5234.065918
	Iteration 19Q: 3 clusters Score -6804896 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -6805296.000000 Penalty: 5234.065918
	Iteration 20F: 3 clusters Score -6805296 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6805698.000000 Penalty: 5234.065918
	Iteration 21Q: 3 clusters Score -6805698 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -6806065.000000 Penalty: 5234.065918
	Iteration 22Q: 3 clusters Score -6806065 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -6806390.500000 Penalty: 5234.065918
	Iteration 23Q: 3 clusters Score -6806390 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -6806660.500000 Penalty: 5234.065918
	Iteration 24Q: 3 clusters Score -6806660 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6806926.000000 Penalty: 5234.065918
	Iteration 25Q: 3 clusters Score -6806926 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -6807100.500000 Penalty: 5234.065918
	Iteration 26Q: 3 clusters Score -6807100 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6807263.500000 Penalty: 5234.065918
	Iteration 27Q: 3 clusters Score -6807264 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -6807345.500000 Penalty: 5234.065918
	Iteration 28Q: 3 clusters Score -6807346 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6807451.500000 Penalty: 5234.065918
	Iteration 29Q: 3 clusters Score -6807452 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -6807539.000000 Penalty: 5234.065918
	Iteration 30Q: 3 clusters Score -6807539 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -6807585.500000 Penalty: 5234.065918
	Iteration 31Q: 3 clusters Score -6807586 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -6807603.500000 Penalty: 5234.065918
	Iteration 32Q: 3 clusters Score -6807604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -6807671.500000 Penalty: 5234.065918
	Iteration 33Q: 3 clusters Score -6807672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -6807720.500000 Penalty: 5234.065918
	Iteration 34Q: 3 clusters Score -6807720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -6807760.500000 Penalty: 5234.065918
	Iteration 35Q: 3 clusters Score -6807760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -6807799.000000 Penalty: 5234.065918
	Iteration 36Q: 3 clusters Score -6807799 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -6807799.000000 Penalty: 5234.065918
	Iteration 37Q: 3 clusters Score -6807799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -6807827.000000 Penalty: 5234.065918
	Iteration 38Q: 3 clusters Score -6807827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -6807836.000000 Penalty: 5234.065918
	Iteration 39Q: 3 clusters Score -6807836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -6807859.500000 Penalty: 5234.065918
	Iteration 40F: 3 clusters Score -6807860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -6807861.000000 Penalty: 5234.065918
	Iteration 41Q: 3 clusters Score -6807861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -6807867.000000 Penalty: 5234.065918
	Iteration 42Q: 3 clusters Score -6807867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -6807884.500000 Penalty: 5234.065918
	Iteration 43Q: 3 clusters Score -6807884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -6807904.000000 Penalty: 5234.065918
	Iteration 44Q: 3 clusters Score -6807904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -6807908.000000 Penalty: 5234.065918
	Iteration 45Q: 3 clusters Score -6807908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -6807921.000000 Penalty: 5234.065918
	Iteration 46Q: 3 clusters Score -6807921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -6807934.500000 Penalty: 5234.065918
	Iteration 47Q: 3 clusters Score -6807934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -6807927.000000 Penalty: 5234.065918
	Iteration 48Q: 3 clusters Score -6807927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -6807933.000000 Penalty: 5234.065918
	Iteration 49Q: 3 clusters Score -6807933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -6807949.000000 Penalty: 5234.065918
	Iteration 50Q: 3 clusters Score -6807949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -6807958.500000 Penalty: 5234.065918
	Iteration 51Q: 3 clusters Score -6807958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -6807960.500000 Penalty: 5234.065918
	Iteration 52Q: 3 clusters Score -6807960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -6807951.000000 Penalty: 5234.065918
	Iteration 53Q: 3 clusters Score -6807951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -6807947.500000 Penalty: 5234.065918
	Iteration 54Q: 3 clusters Score -6807948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -6807952.500000 Penalty: 5234.065918
	Iteration 55Q: 3 clusters Score -6807952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -6807955.500000 Penalty: 5234.065918
	Iteration 56Q: 3 clusters Score -6807956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -6807961.000000 Penalty: 5234.065918
	Iteration 57Q: 3 clusters Score -6807961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -6807962.500000 Penalty: 5234.065918
	Iteration 58Q: 3 clusters Score -6807962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -6807964.500000 Penalty: 5234.065918
	Iteration 59Q: 3 clusters Score -6807964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6807958.500000 Penalty: 5234.065918
	Iteration 60F: 3 clusters Score -6807958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -6807964.000000 Penalty: 5234.065918
	Iteration 61Q: 3 clusters Score -6807964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -6807958.000000 Penalty: 5234.065918
	Iteration 62Q: 3 clusters Score -6807958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -6807958.000000 Penalty: 5234.065918
	Iteration 63F: 3 clusters Score -6807958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Entering Unmasked Estep 
Score: -8027721.500000 Penalty: 2656.270264
	Iteration 0F: 2 clusters Score -8027722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -7998270.500000 Penalty: 5312.540527
	Iteration 0F: 3 clusters Score -7998270 nChanged 20457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8009349.500000 Penalty: 5312.540527
	Iteration 1F: 3 clusters Score -8009350 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -8009825.000000 Penalty: 5312.540527
	Iteration 2Q: 3 clusters Score -8009825 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -8010275.500000 Penalty: 5312.540527
	Iteration 3Q: 3 clusters Score -8010276 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -8010738.500000 Penalty: 5312.540527
	Iteration 4Q: 3 clusters Score -8010738 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -8011315.500000 Penalty: 5312.540527
	Iteration 5Q: 3 clusters Score -8011316 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -8012124.000000 Penalty: 5312.540527
	Iteration 6Q: 3 clusters Score -8012124 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -8013193.500000 Penalty: 5312.540527
	Iteration 7Q: 3 clusters Score -8013194 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -8014746.000000 Penalty: 5312.540527
	Iteration 8F: 3 clusters Score -8014746 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -8016993.000000 Penalty: 5312.540527
	Iteration 9F: 3 clusters Score -8016993 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8019621.500000 Penalty: 5312.540527
	Iteration 10F: 3 clusters Score -8019622 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8022094.500000 Penalty: 5312.540527
	Iteration 11F: 3 clusters Score -8022094 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8023718.500000 Penalty: 5312.540527
	Iteration 12Q: 3 clusters Score -8023718 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8024610.500000 Penalty: 5312.540527
	Iteration 13Q: 3 clusters Score -8024610 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8024985.000000 Penalty: 5312.540527
	Iteration 14Q: 3 clusters Score -8024985 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8025178.500000 Penalty: 5312.540527
	Iteration 15Q: 3 clusters Score -8025178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8025269.500000 Penalty: 5312.540527
	Iteration 16Q: 3 clusters Score -8025270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8025331.000000 Penalty: 5312.540527
	Iteration 17Q: 3 clusters Score -8025331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8025387.500000 Penalty: 5312.540527
	Iteration 18Q: 3 clusters Score -8025388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8025399.000000 Penalty: 5312.540527
	Iteration 19Q: 3 clusters Score -8025399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8025425.000000 Penalty: 5312.540527
	Iteration 20F: 3 clusters Score -8025425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8025432.500000 Penalty: 5312.540527
	Iteration 21Q: 3 clusters Score -8025432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8025447.000000 Penalty: 5312.540527
	Iteration 22Q: 3 clusters Score -8025447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8025450.500000 Penalty: 5312.540527
	Iteration 23Q: 3 clusters Score -8025450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8025457.500000 Penalty: 5312.540527
	Iteration 24Q: 3 clusters Score -8025458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8025456.500000 Penalty: 5312.540527
	Iteration 25Q: 3 clusters Score -8025456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8025461.500000 Penalty: 5312.540527
	Iteration 26Q: 3 clusters Score -8025462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8025466.500000 Penalty: 5312.540527
	Iteration 27Q: 3 clusters Score -8025466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8025465.000000 Penalty: 5312.540527
	Iteration 28Q: 3 clusters Score -8025465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8025465.000000 Penalty: 5312.540527
	Iteration 29F: 3 clusters Score -8025465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Entering Unmasked Estep 
Score: -6375231.500000 Penalty: 2601.201416
	Iteration 0F: 2 clusters Score -6375232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -6350861.500000 Penalty: 5202.402832
	Iteration 0F: 3 clusters Score -6350862 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6359735.500000 Penalty: 5202.402832
	Iteration 1F: 3 clusters Score -6359736 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -6360224.000000 Penalty: 5202.402832
	Iteration 2Q: 3 clusters Score -6360224 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -6360577.500000 Penalty: 5202.402832
	Iteration 3Q: 3 clusters Score -6360578 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -6360975.000000 Penalty: 5202.402832
	Iteration 4Q: 3 clusters Score -6360975 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -6361376.000000 Penalty: 5202.402832
	Iteration 5Q: 3 clusters Score -6361376 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -6361867.500000 Penalty: 5202.402832
	Iteration 6Q: 3 clusters Score -6361868 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -6362597.000000 Penalty: 5202.402832
	Iteration 7Q: 3 clusters Score -6362597 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -6363518.000000 Penalty: 5202.402832
	Iteration 8F: 3 clusters Score -6363518 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -6364752.500000 Penalty: 5202.402832
	Iteration 9F: 3 clusters Score -6364752 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -6366234.000000 Penalty: 5202.402832
	Iteration 10F: 3 clusters Score -6366234 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6367959.500000 Penalty: 5202.402832
	Iteration 11F: 3 clusters Score -6367960 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -6369680.500000 Penalty: 5202.402832
	Iteration 12F: 3 clusters Score -6369680 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -6370977.500000 Penalty: 5202.402832
	Iteration 13Q: 3 clusters Score -6370978 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6371859.500000 Penalty: 5202.402832
	Iteration 14Q: 3 clusters Score -6371860 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6372447.500000 Penalty: 5202.402832
	Iteration 15Q: 3 clusters Score -6372448 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6372833.500000 Penalty: 5202.402832
	Iteration 16Q: 3 clusters Score -6372834 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6373046.500000 Penalty: 5202.402832
	Iteration 17Q: 3 clusters Score -6373046 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6373172.500000 Penalty: 5202.402832
	Iteration 18Q: 3 clusters Score -6373172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6373260.500000 Penalty: 5202.402832
	Iteration 19Q: 3 clusters Score -6373260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6373316.500000 Penalty: 5202.402832
	Iteration 20F: 3 clusters Score -6373316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6373345.500000 Penalty: 5202.402832
	Iteration 21Q: 3 clusters Score -6373346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6373383.000000 Penalty: 5202.402832
	Iteration 22Q: 3 clusters Score -6373383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6373397.000000 Penalty: 5202.402832
	Iteration 23Q: 3 clusters Score -6373397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6373398.500000 Penalty: 5202.402832
	Iteration 24Q: 3 clusters Score -6373398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6373410.500000 Penalty: 5202.402832
	Iteration 25Q: 3 clusters Score -6373410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6373416.500000 Penalty: 5202.402832
	Iteration 26Q: 3 clusters Score -6373416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6373435.000000 Penalty: 5202.402832
	Iteration 27Q: 3 clusters Score -6373435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6373448.000000 Penalty: 5202.402832
	Iteration 28Q: 3 clusters Score -6373448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6373446.000000 Penalty: 5202.402832
	Iteration 29Q: 3 clusters Score -6373446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6373446.000000 Penalty: 5202.402832
	Iteration 30Q: 3 clusters Score -6373446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6373453.000000 Penalty: 5202.402832
	Iteration 31Q: 3 clusters Score -6373453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6373453.000000 Penalty: 5202.402832
	Iteration 32Q: 3 clusters Score -6373453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6373462.500000 Penalty: 5202.402832
	Iteration 33Q: 3 clusters Score -6373462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6373458.000000 Penalty: 5202.402832
	Iteration 34Q: 3 clusters Score -6373458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6373457.000000 Penalty: 5202.402832
	Iteration 35Q: 3 clusters Score -6373457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6373458.000000 Penalty: 5202.402832
	Iteration 36Q: 3 clusters Score -6373458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6373464.500000 Penalty: 5202.402832
	Iteration 37Q: 3 clusters Score -6373464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6373467.000000 Penalty: 5202.402832
	Iteration 38Q: 3 clusters Score -6373467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6373460.000000 Penalty: 5202.402832
	Iteration 39Q: 3 clusters Score -6373460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6373465.500000 Penalty: 5202.402832
	Iteration 40F: 3 clusters Score -6373466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6373467.500000 Penalty: 5202.402832
	Iteration 41Q: 3 clusters Score -6373468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6373470.500000 Penalty: 5202.402832
	Iteration 42Q: 3 clusters Score -6373470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6373470.500000 Penalty: 5202.402832
	Iteration 43F: 3 clusters Score -6373470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Entering Unmasked Estep 
Score: -3192323.250000 Penalty: 2435.264893
	Iteration 0F: 2 clusters Score -3192323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3179336.500000 Penalty: 4870.529785
	Iteration 0F: 3 clusters Score -3179336 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3183667.000000 Penalty: 4870.529785
	Iteration 1F: 3 clusters Score -3183667 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3184049.500000 Penalty: 4870.529785
	Iteration 2F: 3 clusters Score -3184050 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3184351.250000 Penalty: 4870.529785
	Iteration 3Q: 3 clusters Score -3184351 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3184592.000000 Penalty: 4870.529785
	Iteration 4Q: 3 clusters Score -3184592 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3184810.250000 Penalty: 4870.529785
	Iteration 5Q: 3 clusters Score -3184810 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3184987.250000 Penalty: 4870.529785
	Iteration 6Q: 3 clusters Score -3184987 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3185173.250000 Penalty: 4870.529785
	Iteration 7Q: 3 clusters Score -3185173 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3185350.250000 Penalty: 4870.529785
	Iteration 8Q: 3 clusters Score -3185350 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3185535.750000 Penalty: 4870.529785
	Iteration 9Q: 3 clusters Score -3185536 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3185724.500000 Penalty: 4870.529785
	Iteration 10Q: 3 clusters Score -3185724 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3185908.000000 Penalty: 4870.529785
	Iteration 11Q: 3 clusters Score -3185908 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3186130.250000 Penalty: 4870.529785
	Iteration 12Q: 3 clusters Score -3186130 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3186353.000000 Penalty: 4870.529785
	Iteration 13Q: 3 clusters Score -3186353 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3186607.000000 Penalty: 4870.529785
	Iteration 14Q: 3 clusters Score -3186607 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3186821.500000 Penalty: 4870.529785
	Iteration 15Q: 3 clusters Score -3186822 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3187055.000000 Penalty: 4870.529785
	Iteration 16Q: 3 clusters Score -3187055 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3187254.000000 Penalty: 4870.529785
	Iteration 17Q: 3 clusters Score -3187254 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3187383.000000 Penalty: 4870.529785
	Iteration 18Q: 3 clusters Score -3187383 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3187490.750000 Penalty: 4870.529785
	Iteration 19Q: 3 clusters Score -3187491 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3187592.250000 Penalty: 4870.529785
	Iteration 20F: 3 clusters Score -3187592 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3187662.500000 Penalty: 4870.529785
	Iteration 21Q: 3 clusters Score -3187662 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3187749.250000 Penalty: 4870.529785
	Iteration 22Q: 3 clusters Score -3187749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3187826.000000 Penalty: 4870.529785
	Iteration 23Q: 3 clusters Score -3187826 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3187891.000000 Penalty: 4870.529785
	Iteration 24Q: 3 clusters Score -3187891 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3187990.000000 Penalty: 4870.529785
	Iteration 25Q: 3 clusters Score -3187990 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3188081.500000 Penalty: 4870.529785
	Iteration 26Q: 3 clusters Score -3188082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3188150.250000 Penalty: 4870.529785
	Iteration 27Q: 3 clusters Score -3188150 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3188250.250000 Penalty: 4870.529785
	Iteration 28Q: 3 clusters Score -3188250 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3188361.000000 Penalty: 4870.529785
	Iteration 29Q: 3 clusters Score -3188361 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3188467.000000 Penalty: 4870.529785
	Iteration 30Q: 3 clusters Score -3188467 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3188563.500000 Penalty: 4870.529785
	Iteration 31Q: 3 clusters Score -3188564 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3188650.000000 Penalty: 4870.529785
	Iteration 32Q: 3 clusters Score -3188650 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3188760.750000 Penalty: 4870.529785
	Iteration 33Q: 3 clusters Score -3188761 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3188891.500000 Penalty: 4870.529785
	Iteration 34Q: 3 clusters Score -3188892 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3189027.250000 Penalty: 4870.529785
	Iteration 35Q: 3 clusters Score -3189027 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3189183.000000 Penalty: 4870.529785
	Iteration 36Q: 3 clusters Score -3189183 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3189356.000000 Penalty: 4870.529785
	Iteration 37Q: 3 clusters Score -3189356 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3189526.750000 Penalty: 4870.529785
	Iteration 38Q: 3 clusters Score -3189527 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3189716.500000 Penalty: 4870.529785
	Iteration 39Q: 3 clusters Score -3189716 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3189912.750000 Penalty: 4870.529785
	Iteration 40F: 3 clusters Score -3189913 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3190085.750000 Penalty: 4870.529785
	Iteration 41Q: 3 clusters Score -3190086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3190192.250000 Penalty: 4870.529785
	Iteration 42Q: 3 clusters Score -3190192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3190272.000000 Penalty: 4870.529785
	Iteration 43Q: 3 clusters Score -3190272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3190350.000000 Penalty: 4870.529785
	Iteration 44Q: 3 clusters Score -3190350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3190394.250000 Penalty: 4870.529785
	Iteration 45Q: 3 clusters Score -3190394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3190430.000000 Penalty: 4870.529785
	Iteration 46Q: 3 clusters Score -3190430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3190455.000000 Penalty: 4870.529785
	Iteration 47Q: 3 clusters Score -3190455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3190473.000000 Penalty: 4870.529785
	Iteration 48Q: 3 clusters Score -3190473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3190490.500000 Penalty: 4870.529785
	Iteration 49Q: 3 clusters Score -3190490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3190508.500000 Penalty: 4870.529785
	Iteration 50Q: 3 clusters Score -3190508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3190512.250000 Penalty: 4870.529785
	Iteration 51Q: 3 clusters Score -3190512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3190526.250000 Penalty: 4870.529785
	Iteration 52Q: 3 clusters Score -3190526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3190532.500000 Penalty: 4870.529785
	Iteration 53Q: 3 clusters Score -3190532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3190539.750000 Penalty: 4870.529785
	Iteration 54Q: 3 clusters Score -3190540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3190547.000000 Penalty: 4870.529785
	Iteration 55Q: 3 clusters Score -3190547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3190547.750000 Penalty: 4870.529785
	Iteration 56Q: 3 clusters Score -3190548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3190549.250000 Penalty: 4870.529785
	Iteration 57Q: 3 clusters Score -3190549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3190549.250000 Penalty: 4870.529785
	Iteration 58Q: 3 clusters Score -3190549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3190551.250000 Penalty: 4870.529785
	Iteration 59Q: 3 clusters Score -3190551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3190551.250000 Penalty: 4870.529785
	Iteration 60F: 3 clusters Score -3190551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -606397.062500 Penalty: 2028.023926
	Iteration 0F: 2 clusters Score -606397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -602754.062500 Penalty: 4056.047852
	Iteration 0F: 3 clusters Score -602754.1 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -603576.687500 Penalty: 4056.047852
	Iteration 1F: 3 clusters Score -603576.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -603796.062500 Penalty: 4056.047852
	Iteration 2F: 3 clusters Score -603796.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -603918.250000 Penalty: 4056.047852
	Iteration 3Q: 3 clusters Score -603918.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -604008.750000 Penalty: 4056.047852
	Iteration 4Q: 3 clusters Score -604008.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -604079.250000 Penalty: 4056.047852
	Iteration 5Q: 3 clusters Score -604079.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -604130.562500 Penalty: 4056.047852
	Iteration 6Q: 3 clusters Score -604130.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -604176.312500 Penalty: 4056.047852
	Iteration 7Q: 3 clusters Score -604176.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -604227.875000 Penalty: 4056.047852
	Iteration 8Q: 3 clusters Score -604227.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -604264.500000 Penalty: 4056.047852
	Iteration 9Q: 3 clusters Score -604264.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -604293.750000 Penalty: 4056.047852
	Iteration 10Q: 3 clusters Score -604293.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -604320.187500 Penalty: 4056.047852
	Iteration 11Q: 3 clusters Score -604320.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -604345.812500 Penalty: 4056.047852
	Iteration 12Q: 3 clusters Score -604345.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -604374.500000 Penalty: 4056.047852
	Iteration 13Q: 3 clusters Score -604374.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -604398.250000 Penalty: 4056.047852
	Iteration 14Q: 3 clusters Score -604398.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -604422.625000 Penalty: 4056.047852
	Iteration 15Q: 3 clusters Score -604422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -604438.812500 Penalty: 4056.047852
	Iteration 16Q: 3 clusters Score -604438.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -604452.000000 Penalty: 4056.047852
	Iteration 17Q: 3 clusters Score -604452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -604460.500000 Penalty: 4056.047852
	Iteration 18Q: 3 clusters Score -604460.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -604470.625000 Penalty: 4056.047852
	Iteration 19Q: 3 clusters Score -604470.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -604479.812500 Penalty: 4056.047852
	Iteration 20F: 3 clusters Score -604479.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -604489.875000 Penalty: 4056.047852
	Iteration 21Q: 3 clusters Score -604489.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -604503.375000 Penalty: 4056.047852
	Iteration 22Q: 3 clusters Score -604503.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -604514.500000 Penalty: 4056.047852
	Iteration 23Q: 3 clusters Score -604514.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -604527.375000 Penalty: 4056.047852
	Iteration 24Q: 3 clusters Score -604527.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -604543.125000 Penalty: 4056.047852
	Iteration 25Q: 3 clusters Score -604543.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -604557.875000 Penalty: 4056.047852
	Iteration 26Q: 3 clusters Score -604557.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -604575.937500 Penalty: 4056.047852
	Iteration 27Q: 3 clusters Score -604575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -604593.875000 Penalty: 4056.047852
	Iteration 28Q: 3 clusters Score -604593.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -604619.312500 Penalty: 4056.047852
	Iteration 29Q: 3 clusters Score -604619.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -604650.187500 Penalty: 4056.047852
	Iteration 30Q: 3 clusters Score -604650.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -604677.437500 Penalty: 4056.047852
	Iteration 31Q: 3 clusters Score -604677.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -604698.750000 Penalty: 4056.047852
	Iteration 32Q: 3 clusters Score -604698.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -604714.000000 Penalty: 4056.047852
	Iteration 33Q: 3 clusters Score -604714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -604724.312500 Penalty: 4056.047852
	Iteration 34Q: 3 clusters Score -604724.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -604733.812500 Penalty: 4056.047852
	Iteration 35Q: 3 clusters Score -604733.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -604744.250000 Penalty: 4056.047852
	Iteration 36Q: 3 clusters Score -604744.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -604758.250000 Penalty: 4056.047852
	Iteration 37Q: 3 clusters Score -604758.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -604771.062500 Penalty: 4056.047852
	Iteration 38Q: 3 clusters Score -604771.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -604781.500000 Penalty: 4056.047852
	Iteration 39Q: 3 clusters Score -604781.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -604794.437500 Penalty: 4056.047852
	Iteration 40F: 3 clusters Score -604794.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -604803.375000 Penalty: 4056.047852
	Iteration 41Q: 3 clusters Score -604803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -604810.062500 Penalty: 4056.047852
	Iteration 42Q: 3 clusters Score -604810.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -604815.500000 Penalty: 4056.047852
	Iteration 43Q: 3 clusters Score -604815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -604822.562500 Penalty: 4056.047852
	Iteration 44Q: 3 clusters Score -604822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -604830.000000 Penalty: 4056.047852
	Iteration 45Q: 3 clusters Score -604830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -604834.000000 Penalty: 4056.047852
	Iteration 46Q: 3 clusters Score -604834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -604839.312500 Penalty: 4056.047852
	Iteration 47Q: 3 clusters Score -604839.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -604843.187500 Penalty: 4056.047852
	Iteration 48Q: 3 clusters Score -604843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -604848.625000 Penalty: 4056.047852
	Iteration 49Q: 3 clusters Score -604848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -604850.500000 Penalty: 4056.047852
	Iteration 50Q: 3 clusters Score -604850.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -604856.437500 Penalty: 4056.047852
	Iteration 51Q: 3 clusters Score -604856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -604860.000000 Penalty: 4056.047852
	Iteration 52Q: 3 clusters Score -604860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -604865.500000 Penalty: 4056.047852
	Iteration 53Q: 3 clusters Score -604865.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -604866.562500 Penalty: 4056.047852
	Iteration 54Q: 3 clusters Score -604866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -604870.625000 Penalty: 4056.047852
	Iteration 55Q: 3 clusters Score -604870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -604871.375000 Penalty: 4056.047852
	Iteration 56Q: 3 clusters Score -604871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -604872.625000 Penalty: 4056.047852
	Iteration 57Q: 3 clusters Score -604872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -604872.625000 Penalty: 4056.047852
	Iteration 58F: 3 clusters Score -604872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -101951.687500 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -101951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100347.179688 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -100347.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100591.601562 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -100591.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100659.859375 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -100659.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100700.687500 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -100700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100719.875000 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -100719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100729.671875 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -100729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100729.671875 Penalty: 3178.630371
	Iteration 6F: 3 clusters Score -100729.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39495.796875 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39495.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39799.437500 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39799.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39949.359375 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -39949.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40103.226562 Penalty: 3004.165039
	Iteration 3F: 3 clusters Score -40103.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40335.101562 Penalty: 3004.165039
	Iteration 4F: 3 clusters Score -40335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40442.582031 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -40442.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40469.187500 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -40469.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40470.296875 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -40470.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40470.296875 Penalty: 3004.165039
	Iteration 8F: 3 clusters Score -40470.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -1161355.750000 Penalty: 2176.872070
	Iteration 0F: 2 clusters Score -1161356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1155863.500000 Penalty: 4353.744141
	Iteration 0F: 3 clusters Score -1155864 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1157254.625000 Penalty: 4353.744141
	Iteration 1F: 3 clusters Score -1157255 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1157504.375000 Penalty: 4353.744141
	Iteration 2F: 3 clusters Score -1157504 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1157668.250000 Penalty: 4353.744141
	Iteration 3F: 3 clusters Score -1157668 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1157783.750000 Penalty: 4353.744141
	Iteration 4Q: 3 clusters Score -1157784 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1157873.125000 Penalty: 4353.744141
	Iteration 5Q: 3 clusters Score -1157873 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1157957.625000 Penalty: 4353.744141
	Iteration 6Q: 3 clusters Score -1157958 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1158041.250000 Penalty: 4353.744141
	Iteration 7Q: 3 clusters Score -1158041 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1158133.625000 Penalty: 4353.744141
	Iteration 8Q: 3 clusters Score -1158134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1158230.125000 Penalty: 4353.744141
	Iteration 9Q: 3 clusters Score -1158230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1158329.500000 Penalty: 4353.744141
	Iteration 10Q: 3 clusters Score -1158330 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1158442.375000 Penalty: 4353.744141
	Iteration 11Q: 3 clusters Score -1158442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1158583.500000 Penalty: 4353.744141
	Iteration 12Q: 3 clusters Score -1158584 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1158742.875000 Penalty: 4353.744141
	Iteration 13Q: 3 clusters Score -1158743 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1158897.250000 Penalty: 4353.744141
	Iteration 14Q: 3 clusters Score -1158897 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1159068.375000 Penalty: 4353.744141
	Iteration 15Q: 3 clusters Score -1159068 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1159228.250000 Penalty: 4353.744141
	Iteration 16Q: 3 clusters Score -1159228 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1159379.500000 Penalty: 4353.744141
	Iteration 17Q: 3 clusters Score -1159380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1159500.375000 Penalty: 4353.744141
	Iteration 18Q: 3 clusters Score -1159500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1159590.125000 Penalty: 4353.744141
	Iteration 19Q: 3 clusters Score -1159590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1159650.375000 Penalty: 4353.744141
	Iteration 20F: 3 clusters Score -1159650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1159697.875000 Penalty: 4353.744141
	Iteration 21Q: 3 clusters Score -1159698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1159721.250000 Penalty: 4353.744141
	Iteration 22Q: 3 clusters Score -1159721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1159737.000000 Penalty: 4353.744141
	Iteration 23Q: 3 clusters Score -1159737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1159748.750000 Penalty: 4353.744141
	Iteration 24Q: 3 clusters Score -1159749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1159756.625000 Penalty: 4353.744141
	Iteration 25Q: 3 clusters Score -1159757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1159762.625000 Penalty: 4353.744141
	Iteration 26Q: 3 clusters Score -1159763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1159764.750000 Penalty: 4353.744141
	Iteration 27Q: 3 clusters Score -1159765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1159763.125000 Penalty: 4353.744141
	Iteration 28Q: 3 clusters Score -1159763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1159762.250000 Penalty: 4353.744141
	Iteration 29Q: 3 clusters Score -1159762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1159763.750000 Penalty: 4353.744141
	Iteration 30Q: 3 clusters Score -1159764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1159765.625000 Penalty: 4353.744141
	Iteration 31Q: 3 clusters Score -1159766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1159765.625000 Penalty: 4353.744141
	Iteration 32F: 3 clusters Score -1159766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Entering Unmasked Estep 
Score: -2344418.500000 Penalty: 2355.149658
	Iteration 0F: 2 clusters Score -2344418 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 6423 members 
Entering Unmasked Estep 
Score: -2334815.250000 Penalty: 4710.299316
	Iteration 0F: 3 clusters Score -2334815 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2337912.250000 Penalty: 4710.299316
	Iteration 1F: 3 clusters Score -2337912 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2338375.750000 Penalty: 4710.299316
	Iteration 2F: 3 clusters Score -2338376 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2338788.250000 Penalty: 4710.299316
	Iteration 3F: 3 clusters Score -2338788 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2339222.250000 Penalty: 4710.299316
	Iteration 4F: 3 clusters Score -2339222 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2339734.500000 Penalty: 4710.299316
	Iteration 5F: 3 clusters Score -2339734 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2340336.500000 Penalty: 4710.299316
	Iteration 6F: 3 clusters Score -2340336 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2340925.500000 Penalty: 4710.299316
	Iteration 7F: 3 clusters Score -2340926 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2341430.250000 Penalty: 4710.299316
	Iteration 8Q: 3 clusters Score -2341430 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2341800.250000 Penalty: 4710.299316
	Iteration 9Q: 3 clusters Score -2341800 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2342050.750000 Penalty: 4710.299316
	Iteration 10Q: 3 clusters Score -2342051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2342208.000000 Penalty: 4710.299316
	Iteration 11Q: 3 clusters Score -2342208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2342318.750000 Penalty: 4710.299316
	Iteration 12Q: 3 clusters Score -2342319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2342375.750000 Penalty: 4710.299316
	Iteration 13Q: 3 clusters Score -2342376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2342410.000000 Penalty: 4710.299316
	Iteration 14Q: 3 clusters Score -2342410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2342441.250000 Penalty: 4710.299316
	Iteration 15Q: 3 clusters Score -2342441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2342474.000000 Penalty: 4710.299316
	Iteration 16Q: 3 clusters Score -2342474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2342487.750000 Penalty: 4710.299316
	Iteration 17Q: 3 clusters Score -2342488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2342505.000000 Penalty: 4710.299316
	Iteration 18Q: 3 clusters Score -2342505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2342518.500000 Penalty: 4710.299316
	Iteration 19Q: 3 clusters Score -2342518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2342526.500000 Penalty: 4710.299316
	Iteration 20F: 3 clusters Score -2342526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2342529.500000 Penalty: 4710.299316
	Iteration 21Q: 3 clusters Score -2342530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2342539.750000 Penalty: 4710.299316
	Iteration 22Q: 3 clusters Score -2342540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2342542.500000 Penalty: 4710.299316
	Iteration 23Q: 3 clusters Score -2342542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2342542.750000 Penalty: 4710.299316
	Iteration 24Q: 3 clusters Score -2342543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2342543.750000 Penalty: 4710.299316
	Iteration 25Q: 3 clusters Score -2342544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2342547.000000 Penalty: 4710.299316
	Iteration 26Q: 3 clusters Score -2342547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2342548.250000 Penalty: 4710.299316
	Iteration 27Q: 3 clusters Score -2342548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2342549.000000 Penalty: 4710.299316
	Iteration 28Q: 3 clusters Score -2342549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2342549.500000 Penalty: 4710.299316
	Iteration 29Q: 3 clusters Score -2342550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2342556.000000 Penalty: 4710.299316
	Iteration 30Q: 3 clusters Score -2342556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2342554.500000 Penalty: 4710.299316
	Iteration 31Q: 3 clusters Score -2342554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2342556.250000 Penalty: 4710.299316
	Iteration 32Q: 3 clusters Score -2342556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2342556.250000 Penalty: 4710.299316
	Iteration 33F: 3 clusters Score -2342556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Entering Unmasked Estep 
Score: -7992466.000000 Penalty: 2652.496826
	Iteration 0F: 2 clusters Score -7992466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -7963686.000000 Penalty: 5304.993652
	Iteration 0F: 3 clusters Score -7963686 nChanged 20153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -7974606.500000 Penalty: 5304.993652
	Iteration 1F: 3 clusters Score -7974606 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -7975139.500000 Penalty: 5304.993652
	Iteration 2Q: 3 clusters Score -7975140 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7975702.500000 Penalty: 5304.993652
	Iteration 3Q: 3 clusters Score -7975702 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -7976323.500000 Penalty: 5304.993652
	Iteration 4Q: 3 clusters Score -7976324 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -7977156.000000 Penalty: 5304.993652
	Iteration 5Q: 3 clusters Score -7977156 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -7978411.500000 Penalty: 5304.993652
	Iteration 6F: 3 clusters Score -7978412 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -7980212.000000 Penalty: 5304.993652
	Iteration 7F: 3 clusters Score -7980212 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -7982639.000000 Penalty: 5304.993652
	Iteration 8F: 3 clusters Score -7982639 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -7985339.000000 Penalty: 5304.993652
	Iteration 9F: 3 clusters Score -7985339 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7987666.000000 Penalty: 5304.993652
	Iteration 10F: 3 clusters Score -7987666 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7989022.500000 Penalty: 5304.993652
	Iteration 11Q: 3 clusters Score -7989022 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7989676.500000 Penalty: 5304.993652
	Iteration 12Q: 3 clusters Score -7989676 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7989935.000000 Penalty: 5304.993652
	Iteration 13Q: 3 clusters Score -7989935 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7990053.000000 Penalty: 5304.993652
	Iteration 14Q: 3 clusters Score -7990053 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7990127.500000 Penalty: 5304.993652
	Iteration 15Q: 3 clusters Score -7990128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7990147.500000 Penalty: 5304.993652
	Iteration 16Q: 3 clusters Score -7990148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7990180.500000 Penalty: 5304.993652
	Iteration 17Q: 3 clusters Score -7990180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7990190.500000 Penalty: 5304.993652
	Iteration 18Q: 3 clusters Score -7990190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7990194.500000 Penalty: 5304.993652
	Iteration 19Q: 3 clusters Score -7990194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7990194.000000 Penalty: 5304.993652
	Iteration 20F: 3 clusters Score -7990194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7990199.500000 Penalty: 5304.993652
	Iteration 21Q: 3 clusters Score -7990200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7990203.500000 Penalty: 5304.993652
	Iteration 22Q: 3 clusters Score -7990204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7990208.000000 Penalty: 5304.993652
	Iteration 23Q: 3 clusters Score -7990208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7990215.500000 Penalty: 5304.993652
	Iteration 24Q: 3 clusters Score -7990216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7990219.500000 Penalty: 5304.993652
	Iteration 25Q: 3 clusters Score -7990220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7990218.500000 Penalty: 5304.993652
	Iteration 26Q: 3 clusters Score -7990218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7990223.000000 Penalty: 5304.993652
	Iteration 27Q: 3 clusters Score -7990223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7990223.000000 Penalty: 5304.993652
	Iteration 28F: 3 clusters Score -7990223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89532.445312 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89532.45 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89897.078125 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -89897.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90065.921875 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90065.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90160.937500 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -90160.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90188.523438 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -90188.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90216.765625 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90216.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90231.421875 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90231.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90238.390625 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -90238.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90246.781250 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -90246.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90252.242188 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -90252.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90252.242188 Penalty: 3207.978516
	Iteration 10F: 3 clusters Score -90252.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Entering Unmasked Estep 
Score: -6425884.500000 Penalty: 2601.000977
	Iteration 0F: 2 clusters Score -6425884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6401564.000000 Penalty: 5202.001953
	Iteration 0F: 3 clusters Score -6401564 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -6410655.500000 Penalty: 5202.001953
	Iteration 1F: 3 clusters Score -6410656 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -6411483.500000 Penalty: 5202.001953
	Iteration 2Q: 3 clusters Score -6411484 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -6412255.000000 Penalty: 5202.001953
	Iteration 3F: 3 clusters Score -6412255 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -6413267.000000 Penalty: 5202.001953
	Iteration 4F: 3 clusters Score -6413267 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -6414517.000000 Penalty: 5202.001953
	Iteration 5F: 3 clusters Score -6414517 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -6415980.000000 Penalty: 5202.001953
	Iteration 6F: 3 clusters Score -6415980 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -6417535.500000 Penalty: 5202.001953
	Iteration 7F: 3 clusters Score -6417536 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -6418990.500000 Penalty: 5202.001953
	Iteration 8F: 3 clusters Score -6418990 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -6420137.000000 Penalty: 5202.001953
	Iteration 9Q: 3 clusters Score -6420137 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -6421095.500000 Penalty: 5202.001953
	Iteration 10Q: 3 clusters Score -6421096 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6421856.500000 Penalty: 5202.001953
	Iteration 11Q: 3 clusters Score -6421856 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6422415.500000 Penalty: 5202.001953
	Iteration 12Q: 3 clusters Score -6422416 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6422798.000000 Penalty: 5202.001953
	Iteration 13Q: 3 clusters Score -6422798 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6423137.500000 Penalty: 5202.001953
	Iteration 14Q: 3 clusters Score -6423138 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6423343.000000 Penalty: 5202.001953
	Iteration 15Q: 3 clusters Score -6423343 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6423533.500000 Penalty: 5202.001953
	Iteration 16Q: 3 clusters Score -6423534 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6423667.500000 Penalty: 5202.001953
	Iteration 17Q: 3 clusters Score -6423668 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6423756.500000 Penalty: 5202.001953
	Iteration 18Q: 3 clusters Score -6423756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6423828.000000 Penalty: 5202.001953
	Iteration 19Q: 3 clusters Score -6423828 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6423867.000000 Penalty: 5202.001953
	Iteration 20F: 3 clusters Score -6423867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6423898.000000 Penalty: 5202.001953
	Iteration 21Q: 3 clusters Score -6423898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6423910.500000 Penalty: 5202.001953
	Iteration 22Q: 3 clusters Score -6423910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6423932.000000 Penalty: 5202.001953
	Iteration 23Q: 3 clusters Score -6423932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6423939.500000 Penalty: 5202.001953
	Iteration 24Q: 3 clusters Score -6423940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6423955.500000 Penalty: 5202.001953
	Iteration 25Q: 3 clusters Score -6423956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6423975.500000 Penalty: 5202.001953
	Iteration 26Q: 3 clusters Score -6423976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6423978.000000 Penalty: 5202.001953
	Iteration 27Q: 3 clusters Score -6423978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6423976.000000 Penalty: 5202.001953
	Iteration 28Q: 3 clusters Score -6423976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6423980.000000 Penalty: 5202.001953
	Iteration 29Q: 3 clusters Score -6423980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6423989.000000 Penalty: 5202.001953
	Iteration 30Q: 3 clusters Score -6423989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6423987.500000 Penalty: 5202.001953
	Iteration 31Q: 3 clusters Score -6423988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6423988.500000 Penalty: 5202.001953
	Iteration 32Q: 3 clusters Score -6423988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6423988.500000 Penalty: 5202.001953
	Iteration 33F: 3 clusters Score -6423988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -1523744.500000 Penalty: 2246.616211
	Iteration 0F: 2 clusters Score -1523744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1516939.500000 Penalty: 4493.232422
	Iteration 0F: 3 clusters Score -1516940 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1518833.875000 Penalty: 4493.232422
	Iteration 1F: 3 clusters Score -1518834 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1519085.875000 Penalty: 4493.232422
	Iteration 2F: 3 clusters Score -1519086 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1519234.500000 Penalty: 4493.232422
	Iteration 3Q: 3 clusters Score -1519234 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1519360.875000 Penalty: 4493.232422
	Iteration 4Q: 3 clusters Score -1519361 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1519466.500000 Penalty: 4493.232422
	Iteration 5Q: 3 clusters Score -1519466 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1519535.000000 Penalty: 4493.232422
	Iteration 6Q: 3 clusters Score -1519535 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1519596.375000 Penalty: 4493.232422
	Iteration 7Q: 3 clusters Score -1519596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1519645.250000 Penalty: 4493.232422
	Iteration 8Q: 3 clusters Score -1519645 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1519699.000000 Penalty: 4493.232422
	Iteration 9Q: 3 clusters Score -1519699 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1519764.125000 Penalty: 4493.232422
	Iteration 10Q: 3 clusters Score -1519764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1519832.375000 Penalty: 4493.232422
	Iteration 11Q: 3 clusters Score -1519832 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1519921.250000 Penalty: 4493.232422
	Iteration 12Q: 3 clusters Score -1519921 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1520002.750000 Penalty: 4493.232422
	Iteration 13Q: 3 clusters Score -1520003 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1520091.125000 Penalty: 4493.232422
	Iteration 14Q: 3 clusters Score -1520091 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1520174.875000 Penalty: 4493.232422
	Iteration 15Q: 3 clusters Score -1520175 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1520270.625000 Penalty: 4493.232422
	Iteration 16Q: 3 clusters Score -1520271 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1520384.500000 Penalty: 4493.232422
	Iteration 17Q: 3 clusters Score -1520384 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1520497.125000 Penalty: 4493.232422
	Iteration 18Q: 3 clusters Score -1520497 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1520599.125000 Penalty: 4493.232422
	Iteration 19Q: 3 clusters Score -1520599 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1520690.750000 Penalty: 4493.232422
	Iteration 20F: 3 clusters Score -1520691 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1520791.000000 Penalty: 4493.232422
	Iteration 21Q: 3 clusters Score -1520791 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1520888.375000 Penalty: 4493.232422
	Iteration 22Q: 3 clusters Score -1520888 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1520980.500000 Penalty: 4493.232422
	Iteration 23Q: 3 clusters Score -1520980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1521072.000000 Penalty: 4493.232422
	Iteration 24Q: 3 clusters Score -1521072 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1521150.875000 Penalty: 4493.232422
	Iteration 25Q: 3 clusters Score -1521151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1521221.750000 Penalty: 4493.232422
	Iteration 26Q: 3 clusters Score -1521222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1521295.500000 Penalty: 4493.232422
	Iteration 27Q: 3 clusters Score -1521296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1521349.250000 Penalty: 4493.232422
	Iteration 28Q: 3 clusters Score -1521349 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1521418.250000 Penalty: 4493.232422
	Iteration 29Q: 3 clusters Score -1521418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1521470.000000 Penalty: 4493.232422
	Iteration 30Q: 3 clusters Score -1521470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1521521.375000 Penalty: 4493.232422
	Iteration 31Q: 3 clusters Score -1521521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1521570.000000 Penalty: 4493.232422
	Iteration 32Q: 3 clusters Score -1521570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1521617.750000 Penalty: 4493.232422
	Iteration 33Q: 3 clusters Score -1521618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1521660.250000 Penalty: 4493.232422
	Iteration 34Q: 3 clusters Score -1521660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1521701.375000 Penalty: 4493.232422
	Iteration 35Q: 3 clusters Score -1521701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1521735.250000 Penalty: 4493.232422
	Iteration 36Q: 3 clusters Score -1521735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1521768.875000 Penalty: 4493.232422
	Iteration 37Q: 3 clusters Score -1521769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1521814.875000 Penalty: 4493.232422
	Iteration 38Q: 3 clusters Score -1521815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1521847.500000 Penalty: 4493.232422
	Iteration 39Q: 3 clusters Score -1521848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1521868.500000 Penalty: 4493.232422
	Iteration 40F: 3 clusters Score -1521868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1521890.500000 Penalty: 4493.232422
	Iteration 41Q: 3 clusters Score -1521890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1521906.750000 Penalty: 4493.232422
	Iteration 42Q: 3 clusters Score -1521907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1521925.125000 Penalty: 4493.232422
	Iteration 43Q: 3 clusters Score -1521925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1521927.875000 Penalty: 4493.232422
	Iteration 44Q: 3 clusters Score -1521928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1521929.750000 Penalty: 4493.232422
	Iteration 45Q: 3 clusters Score -1521930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1521936.625000 Penalty: 4493.232422
	Iteration 46Q: 3 clusters Score -1521937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1521935.500000 Penalty: 4493.232422
	Iteration 47Q: 3 clusters Score -1521936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1521936.625000 Penalty: 4493.232422
	Iteration 48Q: 3 clusters Score -1521937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1521936.625000 Penalty: 4493.232422
	Iteration 49F: 3 clusters Score -1521937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Entering Unmasked Estep 
Score: -8278184.500000 Penalty: 2665.744385
	Iteration 0F: 2 clusters Score -8278184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8248225.500000 Penalty: 5331.488770
	Iteration 0F: 3 clusters Score -8248226 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8259945.000000 Penalty: 5331.488770
	Iteration 1F: 3 clusters Score -8259945 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8260516.000000 Penalty: 5331.488770
	Iteration 2Q: 3 clusters Score -8260516 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -8261099.500000 Penalty: 5331.488770
	Iteration 3Q: 3 clusters Score -8261100 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -8261733.500000 Penalty: 5331.488770
	Iteration 4Q: 3 clusters Score -8261734 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -8262343.500000 Penalty: 5331.488770
	Iteration 5Q: 3 clusters Score -8262344 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -8263156.000000 Penalty: 5331.488770
	Iteration 6Q: 3 clusters Score -8263156 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -8264174.000000 Penalty: 5331.488770
	Iteration 7Q: 3 clusters Score -8264174 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -8265353.500000 Penalty: 5331.488770
	Iteration 8Q: 3 clusters Score -8265354 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -8266856.000000 Penalty: 5331.488770
	Iteration 9F: 3 clusters Score -8266856 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -8268605.500000 Penalty: 5331.488770
	Iteration 10F: 3 clusters Score -8268606 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -8270496.500000 Penalty: 5331.488770
	Iteration 11F: 3 clusters Score -8270496 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -8272071.500000 Penalty: 5331.488770
	Iteration 12F: 3 clusters Score -8272072 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8273393.500000 Penalty: 5331.488770
	Iteration 13Q: 3 clusters Score -8273394 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8274261.500000 Penalty: 5331.488770
	Iteration 14Q: 3 clusters Score -8274262 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -8274927.000000 Penalty: 5331.488770
	Iteration 15Q: 3 clusters Score -8274927 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8275283.500000 Penalty: 5331.488770
	Iteration 16Q: 3 clusters Score -8275284 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8275454.000000 Penalty: 5331.488770
	Iteration 17Q: 3 clusters Score -8275454 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8275613.500000 Penalty: 5331.488770
	Iteration 18Q: 3 clusters Score -8275614 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8275699.000000 Penalty: 5331.488770
	Iteration 19Q: 3 clusters Score -8275699 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -8275787.500000 Penalty: 5331.488770
	Iteration 20F: 3 clusters Score -8275788 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8275837.000000 Penalty: 5331.488770
	Iteration 21Q: 3 clusters Score -8275837 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8275893.000000 Penalty: 5331.488770
	Iteration 22Q: 3 clusters Score -8275893 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -8275950.500000 Penalty: 5331.488770
	Iteration 23Q: 3 clusters Score -8275950 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8275953.500000 Penalty: 5331.488770
	Iteration 24Q: 3 clusters Score -8275954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8275968.000000 Penalty: 5331.488770
	Iteration 25Q: 3 clusters Score -8275968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8275989.500000 Penalty: 5331.488770
	Iteration 26Q: 3 clusters Score -8275990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8276001.000000 Penalty: 5331.488770
	Iteration 27Q: 3 clusters Score -8276001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8276018.000000 Penalty: 5331.488770
	Iteration 28Q: 3 clusters Score -8276018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -8276038.000000 Penalty: 5331.488770
	Iteration 29Q: 3 clusters Score -8276038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -8276055.000000 Penalty: 5331.488770
	Iteration 30Q: 3 clusters Score -8276055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -8276077.500000 Penalty: 5331.488770
	Iteration 31Q: 3 clusters Score -8276078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8276091.000000 Penalty: 5331.488770
	Iteration 32Q: 3 clusters Score -8276091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8276097.000000 Penalty: 5331.488770
	Iteration 33Q: 3 clusters Score -8276097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8276101.500000 Penalty: 5331.488770
	Iteration 34Q: 3 clusters Score -8276102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8276105.500000 Penalty: 5331.488770
	Iteration 35Q: 3 clusters Score -8276106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8276095.000000 Penalty: 5331.488770
	Iteration 36Q: 3 clusters Score -8276095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -8276096.500000 Penalty: 5331.488770
	Iteration 37Q: 3 clusters Score -8276096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -8276106.000000 Penalty: 5331.488770
	Iteration 38Q: 3 clusters Score -8276106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -8276111.500000 Penalty: 5331.488770
	Iteration 39Q: 3 clusters Score -8276112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -8276110.500000 Penalty: 5331.488770
	Iteration 40F: 3 clusters Score -8276110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -8276110.500000 Penalty: 5331.488770
	Iteration 41Q: 3 clusters Score -8276110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -8276109.000000 Penalty: 5331.488770
	Iteration 42Q: 3 clusters Score -8276109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -8276112.500000 Penalty: 5331.488770
	Iteration 43Q: 3 clusters Score -8276112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -8276112.500000 Penalty: 5331.488770
	Iteration 44Q: 3 clusters Score -8276112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8276126.000000 Penalty: 5331.488770
	Iteration 45Q: 3 clusters Score -8276126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -8276116.000000 Penalty: 5331.488770
	Iteration 46Q: 3 clusters Score -8276116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8276125.500000 Penalty: 5331.488770
	Iteration 47Q: 3 clusters Score -8276126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8276124.500000 Penalty: 5331.488770
	Iteration 48Q: 3 clusters Score -8276124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8276123.000000 Penalty: 5331.488770
	Iteration 49Q: 3 clusters Score -8276123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8276121.000000 Penalty: 5331.488770
	Iteration 50Q: 3 clusters Score -8276121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8276121.000000 Penalty: 5331.488770
	Iteration 51F: 3 clusters Score -8276121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Entering Unmasked Estep 
Score: -7245926.500000 Penalty: 2630.574219
	Iteration 0F: 2 clusters Score -7245926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -7218503.000000 Penalty: 5261.148438
	Iteration 0F: 3 clusters Score -7218503 nChanged 18615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7229092.000000 Penalty: 5261.148438
	Iteration 1F: 3 clusters Score -7229092 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -7229798.500000 Penalty: 5261.148438
	Iteration 2F: 3 clusters Score -7229798 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -7230670.500000 Penalty: 5261.148438
	Iteration 3Q: 3 clusters Score -7230670 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -7231756.000000 Penalty: 5261.148438
	Iteration 4F: 3 clusters Score -7231756 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -7233106.500000 Penalty: 5261.148438
	Iteration 5F: 3 clusters Score -7233106 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -7234926.000000 Penalty: 5261.148438
	Iteration 6F: 3 clusters Score -7234926 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -7236939.000000 Penalty: 5261.148438
	Iteration 7F: 3 clusters Score -7236939 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -7239046.500000 Penalty: 5261.148438
	Iteration 8F: 3 clusters Score -7239046 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -7240685.500000 Penalty: 5261.148438
	Iteration 9Q: 3 clusters Score -7240686 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7241629.500000 Penalty: 5261.148438
	Iteration 10Q: 3 clusters Score -7241630 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7242128.500000 Penalty: 5261.148438
	Iteration 11Q: 3 clusters Score -7242128 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -7242359.500000 Penalty: 5261.148438
	Iteration 12Q: 3 clusters Score -7242360 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -7242556.500000 Penalty: 5261.148438
	Iteration 13Q: 3 clusters Score -7242556 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -7242689.500000 Penalty: 5261.148438
	Iteration 14Q: 3 clusters Score -7242690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7242781.500000 Penalty: 5261.148438
	Iteration 15Q: 3 clusters Score -7242782 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7242891.000000 Penalty: 5261.148438
	Iteration 16Q: 3 clusters Score -7242891 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7242947.000000 Penalty: 5261.148438
	Iteration 17Q: 3 clusters Score -7242947 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7243041.500000 Penalty: 5261.148438
	Iteration 18Q: 3 clusters Score -7243042 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7243114.500000 Penalty: 5261.148438
	Iteration 19Q: 3 clusters Score -7243114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7243136.500000 Penalty: 5261.148438
	Iteration 20F: 3 clusters Score -7243136 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7243195.000000 Penalty: 5261.148438
	Iteration 21Q: 3 clusters Score -7243195 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7243227.500000 Penalty: 5261.148438
	Iteration 22Q: 3 clusters Score -7243228 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -7243260.500000 Penalty: 5261.148438
	Iteration 23Q: 3 clusters Score -7243260 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7243276.000000 Penalty: 5261.148438
	Iteration 24Q: 3 clusters Score -7243276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7243299.000000 Penalty: 5261.148438
	Iteration 25Q: 3 clusters Score -7243299 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7243347.000000 Penalty: 5261.148438
	Iteration 26Q: 3 clusters Score -7243347 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7243357.500000 Penalty: 5261.148438
	Iteration 27Q: 3 clusters Score -7243358 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7243384.500000 Penalty: 5261.148438
	Iteration 28Q: 3 clusters Score -7243384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7243412.000000 Penalty: 5261.148438
	Iteration 29Q: 3 clusters Score -7243412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7243437.000000 Penalty: 5261.148438
	Iteration 30Q: 3 clusters Score -7243437 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7243456.500000 Penalty: 5261.148438
	Iteration 31Q: 3 clusters Score -7243456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7243492.000000 Penalty: 5261.148438
	Iteration 32Q: 3 clusters Score -7243492 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7243515.500000 Penalty: 5261.148438
	Iteration 33Q: 3 clusters Score -7243516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7243538.000000 Penalty: 5261.148438
	Iteration 34Q: 3 clusters Score -7243538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7243549.500000 Penalty: 5261.148438
	Iteration 35Q: 3 clusters Score -7243550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7243562.000000 Penalty: 5261.148438
	Iteration 36Q: 3 clusters Score -7243562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7243571.000000 Penalty: 5261.148438
	Iteration 37Q: 3 clusters Score -7243571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7243557.500000 Penalty: 5261.148438
	Iteration 38Q: 3 clusters Score -7243558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7243565.000000 Penalty: 5261.148438
	Iteration 39Q: 3 clusters Score -7243565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7243573.500000 Penalty: 5261.148438
	Iteration 40F: 3 clusters Score -7243574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7243590.500000 Penalty: 5261.148438
	Iteration 41Q: 3 clusters Score -7243590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7243608.000000 Penalty: 5261.148438
	Iteration 42Q: 3 clusters Score -7243608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7243613.000000 Penalty: 5261.148438
	Iteration 43Q: 3 clusters Score -7243613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7243634.500000 Penalty: 5261.148438
	Iteration 44Q: 3 clusters Score -7243634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7243644.500000 Penalty: 5261.148438
	Iteration 45Q: 3 clusters Score -7243644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7243647.000000 Penalty: 5261.148438
	Iteration 46Q: 3 clusters Score -7243647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7243644.500000 Penalty: 5261.148438
	Iteration 47Q: 3 clusters Score -7243644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7243642.000000 Penalty: 5261.148438
	Iteration 48Q: 3 clusters Score -7243642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7243656.000000 Penalty: 5261.148438
	Iteration 49Q: 3 clusters Score -7243656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7243653.500000 Penalty: 5261.148438
	Iteration 50Q: 3 clusters Score -7243654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7243656.000000 Penalty: 5261.148438
	Iteration 51Q: 3 clusters Score -7243656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7243666.000000 Penalty: 5261.148438
	Iteration 52Q: 3 clusters Score -7243666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7243666.000000 Penalty: 5261.148438
	Iteration 53Q: 3 clusters Score -7243666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7243668.000000 Penalty: 5261.148438
	Iteration 54Q: 3 clusters Score -7243668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7243677.500000 Penalty: 5261.148438
	Iteration 55Q: 3 clusters Score -7243678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7243673.000000 Penalty: 5261.148438
	Iteration 56Q: 3 clusters Score -7243673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7243676.500000 Penalty: 5261.148438
	Iteration 57Q: 3 clusters Score -7243676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7243673.500000 Penalty: 5261.148438
	Iteration 58Q: 3 clusters Score -7243674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7243685.000000 Penalty: 5261.148438
	Iteration 59Q: 3 clusters Score -7243685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7243678.500000 Penalty: 5261.148438
	Iteration 60F: 3 clusters Score -7243678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7243686.000000 Penalty: 5261.148438
	Iteration 61Q: 3 clusters Score -7243686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7243687.000000 Penalty: 5261.148438
	Iteration 62Q: 3 clusters Score -7243687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7243693.500000 Penalty: 5261.148438
	Iteration 63Q: 3 clusters Score -7243694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7243689.500000 Penalty: 5261.148438
	Iteration 64Q: 3 clusters Score -7243690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7243681.500000 Penalty: 5261.148438
	Iteration 65Q: 3 clusters Score -7243682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7243688.500000 Penalty: 5261.148438
	Iteration 66Q: 3 clusters Score -7243688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7243688.000000 Penalty: 5261.148438
	Iteration 67Q: 3 clusters Score -7243688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7243687.500000 Penalty: 5261.148438
	Iteration 68Q: 3 clusters Score -7243688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7243692.000000 Penalty: 5261.148438
	Iteration 69Q: 3 clusters Score -7243692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7243689.000000 Penalty: 5261.148438
	Iteration 70Q: 3 clusters Score -7243689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7243691.000000 Penalty: 5261.148438
	Iteration 71Q: 3 clusters Score -7243691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7243699.000000 Penalty: 5261.148438
	Iteration 72Q: 3 clusters Score -7243699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7243695.000000 Penalty: 5261.148438
	Iteration 73Q: 3 clusters Score -7243695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7243692.500000 Penalty: 5261.148438
	Iteration 74Q: 3 clusters Score -7243692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7243692.000000 Penalty: 5261.148438
	Iteration 75Q: 3 clusters Score -7243692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7243696.500000 Penalty: 5261.148438
	Iteration 76Q: 3 clusters Score -7243696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7243692.500000 Penalty: 5261.148438
	Iteration 77Q: 3 clusters Score -7243692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7243695.500000 Penalty: 5261.148438
	Iteration 78Q: 3 clusters Score -7243696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7243708.500000 Penalty: 5261.148438
	Iteration 79Q: 3 clusters Score -7243708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7243701.000000 Penalty: 5261.148438
	Iteration 80F: 3 clusters Score -7243701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7243700.500000 Penalty: 5261.148438
	Iteration 81Q: 3 clusters Score -7243700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7243700.500000 Penalty: 5261.148438
	Iteration 82Q: 3 clusters Score -7243700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7243713.000000 Penalty: 5261.148438
	Iteration 83Q: 3 clusters Score -7243713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7243714.500000 Penalty: 5261.148438
	Iteration 84Q: 3 clusters Score -7243714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7243712.000000 Penalty: 5261.148438
	Iteration 85Q: 3 clusters Score -7243712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7243712.500000 Penalty: 5261.148438
	Iteration 86Q: 3 clusters Score -7243712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7243712.500000 Penalty: 5261.148438
	Iteration 87F: 3 clusters Score -7243712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Entering Unmasked Estep 
Score: -7454010.500000 Penalty: 2635.945312
	Iteration 0F: 2 clusters Score -7454010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -7426648.000000 Penalty: 5271.890625
	Iteration 0F: 3 clusters Score -7426648 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7436814.000000 Penalty: 5271.890625
	Iteration 1F: 3 clusters Score -7436814 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -7437307.000000 Penalty: 5271.890625
	Iteration 2Q: 3 clusters Score -7437307 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -7437762.000000 Penalty: 5271.890625
	Iteration 3Q: 3 clusters Score -7437762 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -7438306.500000 Penalty: 5271.890625
	Iteration 4Q: 3 clusters Score -7438306 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -7438972.000000 Penalty: 5271.890625
	Iteration 5Q: 3 clusters Score -7438972 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -7440002.000000 Penalty: 5271.890625
	Iteration 6Q: 3 clusters Score -7440002 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -7441687.500000 Penalty: 5271.890625
	Iteration 7F: 3 clusters Score -7441688 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -7444004.500000 Penalty: 5271.890625
	Iteration 8F: 3 clusters Score -7444004 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -7446819.500000 Penalty: 5271.890625
	Iteration 9F: 3 clusters Score -7446820 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7449124.000000 Penalty: 5271.890625
	Iteration 10F: 3 clusters Score -7449124 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7450529.000000 Penalty: 5271.890625
	Iteration 11Q: 3 clusters Score -7450529 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7451182.000000 Penalty: 5271.890625
	Iteration 12Q: 3 clusters Score -7451182 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7451421.000000 Penalty: 5271.890625
	Iteration 13Q: 3 clusters Score -7451421 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7451541.500000 Penalty: 5271.890625
	Iteration 14Q: 3 clusters Score -7451542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7451598.000000 Penalty: 5271.890625
	Iteration 15Q: 3 clusters Score -7451598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7451648.500000 Penalty: 5271.890625
	Iteration 16Q: 3 clusters Score -7451648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7451674.000000 Penalty: 5271.890625
	Iteration 17Q: 3 clusters Score -7451674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7451693.500000 Penalty: 5271.890625
	Iteration 18Q: 3 clusters Score -7451694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7451699.500000 Penalty: 5271.890625
	Iteration 19Q: 3 clusters Score -7451700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7451698.500000 Penalty: 5271.890625
	Iteration 20F: 3 clusters Score -7451698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Entering Unmasked Estep 
Score: -7392290.000000 Penalty: 2634.397461
	Iteration 0F: 2 clusters Score -7392290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -7364869.500000 Penalty: 5268.794922
	Iteration 0F: 3 clusters Score -7364870 nChanged 18878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -7374943.500000 Penalty: 5268.794922
	Iteration 1F: 3 clusters Score -7374944 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -7375583.000000 Penalty: 5268.794922
	Iteration 2Q: 3 clusters Score -7375583 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -7376291.500000 Penalty: 5268.794922
	Iteration 3Q: 3 clusters Score -7376292 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -7377541.500000 Penalty: 5268.794922
	Iteration 4F: 3 clusters Score -7377542 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -7379449.000000 Penalty: 5268.794922
	Iteration 5F: 3 clusters Score -7379449 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -7382203.000000 Penalty: 5268.794922
	Iteration 6F: 3 clusters Score -7382203 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7385117.500000 Penalty: 5268.794922
	Iteration 7F: 3 clusters Score -7385118 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7387479.000000 Penalty: 5268.794922
	Iteration 8F: 3 clusters Score -7387479 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7388791.500000 Penalty: 5268.794922
	Iteration 9Q: 3 clusters Score -7388792 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7389410.000000 Penalty: 5268.794922
	Iteration 10Q: 3 clusters Score -7389410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7389607.000000 Penalty: 5268.794922
	Iteration 11Q: 3 clusters Score -7389607 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7389726.000000 Penalty: 5268.794922
	Iteration 12Q: 3 clusters Score -7389726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7389766.000000 Penalty: 5268.794922
	Iteration 13Q: 3 clusters Score -7389766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7389817.500000 Penalty: 5268.794922
	Iteration 14Q: 3 clusters Score -7389818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7389841.500000 Penalty: 5268.794922
	Iteration 15Q: 3 clusters Score -7389842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7389878.000000 Penalty: 5268.794922
	Iteration 16Q: 3 clusters Score -7389878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7389903.000000 Penalty: 5268.794922
	Iteration 17Q: 3 clusters Score -7389903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7389912.000000 Penalty: 5268.794922
	Iteration 18Q: 3 clusters Score -7389912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7389926.000000 Penalty: 5268.794922
	Iteration 19Q: 3 clusters Score -7389926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7389927.000000 Penalty: 5268.794922
	Iteration 20F: 3 clusters Score -7389927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7389930.500000 Penalty: 5268.794922
	Iteration 21Q: 3 clusters Score -7389930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7389950.000000 Penalty: 5268.794922
	Iteration 22Q: 3 clusters Score -7389950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7389949.000000 Penalty: 5268.794922
	Iteration 23Q: 3 clusters Score -7389949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7389949.000000 Penalty: 5268.794922
	Iteration 24F: 3 clusters Score -7389949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -1061772.000000 Penalty: 2159.865479
	Iteration 0F: 2 clusters Score -1061772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1056602.500000 Penalty: 4319.730957
	Iteration 0F: 3 clusters Score -1056602 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1057922.750000 Penalty: 4319.730957
	Iteration 1F: 3 clusters Score -1057923 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1058288.125000 Penalty: 4319.730957
	Iteration 2F: 3 clusters Score -1058288 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1058607.375000 Penalty: 4319.730957
	Iteration 3F: 3 clusters Score -1058607 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1058884.500000 Penalty: 4319.730957
	Iteration 4F: 3 clusters Score -1058884 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1059073.375000 Penalty: 4319.730957
	Iteration 5F: 3 clusters Score -1059073 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1059246.125000 Penalty: 4319.730957
	Iteration 6Q: 3 clusters Score -1059246 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1059405.000000 Penalty: 4319.730957
	Iteration 7Q: 3 clusters Score -1059405 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1059547.875000 Penalty: 4319.730957
	Iteration 8Q: 3 clusters Score -1059548 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1059675.375000 Penalty: 4319.730957
	Iteration 9Q: 3 clusters Score -1059675 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1059796.750000 Penalty: 4319.730957
	Iteration 10Q: 3 clusters Score -1059797 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1059929.125000 Penalty: 4319.730957
	Iteration 11Q: 3 clusters Score -1059929 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1060049.000000 Penalty: 4319.730957
	Iteration 12Q: 3 clusters Score -1060049 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1060119.250000 Penalty: 4319.730957
	Iteration 13Q: 3 clusters Score -1060119 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1060171.375000 Penalty: 4319.730957
	Iteration 14Q: 3 clusters Score -1060171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1060212.625000 Penalty: 4319.730957
	Iteration 15Q: 3 clusters Score -1060213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1060257.875000 Penalty: 4319.730957
	Iteration 16Q: 3 clusters Score -1060258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1060306.500000 Penalty: 4319.730957
	Iteration 17Q: 3 clusters Score -1060306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1060349.750000 Penalty: 4319.730957
	Iteration 18Q: 3 clusters Score -1060350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1060392.000000 Penalty: 4319.730957
	Iteration 19Q: 3 clusters Score -1060392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1060423.750000 Penalty: 4319.730957
	Iteration 20F: 3 clusters Score -1060424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1060460.375000 Penalty: 4319.730957
	Iteration 21Q: 3 clusters Score -1060460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1060481.625000 Penalty: 4319.730957
	Iteration 22Q: 3 clusters Score -1060482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1060493.875000 Penalty: 4319.730957
	Iteration 23Q: 3 clusters Score -1060494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1060502.000000 Penalty: 4319.730957
	Iteration 24Q: 3 clusters Score -1060502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1060506.000000 Penalty: 4319.730957
	Iteration 25Q: 3 clusters Score -1060506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1060509.375000 Penalty: 4319.730957
	Iteration 26Q: 3 clusters Score -1060509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1060511.500000 Penalty: 4319.730957
	Iteration 27Q: 3 clusters Score -1060512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1060516.125000 Penalty: 4319.730957
	Iteration 28Q: 3 clusters Score -1060516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1060517.000000 Penalty: 4319.730957
	Iteration 29Q: 3 clusters Score -1060517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1060519.125000 Penalty: 4319.730957
	Iteration 30Q: 3 clusters Score -1060519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1060520.375000 Penalty: 4319.730957
	Iteration 31Q: 3 clusters Score -1060520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1060520.500000 Penalty: 4319.730957
	Iteration 32Q: 3 clusters Score -1060520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1060520.250000 Penalty: 4319.730957
	Iteration 33Q: 3 clusters Score -1060520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1060521.625000 Penalty: 4319.730957
	Iteration 34Q: 3 clusters Score -1060522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1060522.500000 Penalty: 4319.730957
	Iteration 35Q: 3 clusters Score -1060522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1060527.625000 Penalty: 4319.730957
	Iteration 36Q: 3 clusters Score -1060528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1060527.375000 Penalty: 4319.730957
	Iteration 37Q: 3 clusters Score -1060527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1060531.375000 Penalty: 4319.730957
	Iteration 38Q: 3 clusters Score -1060531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1060530.500000 Penalty: 4319.730957
	Iteration 39Q: 3 clusters Score -1060530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1060530.500000 Penalty: 4319.730957
	Iteration 40F: 3 clusters Score -1060530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Entering Unmasked Estep 
Score: -6120633.500000 Penalty: 2590.287354
	Iteration 0F: 2 clusters Score -6120634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6097202.500000 Penalty: 5180.574707
	Iteration 0F: 3 clusters Score -6097202 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -6105864.000000 Penalty: 5180.574707
	Iteration 1F: 3 clusters Score -6105864 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -6106492.000000 Penalty: 5180.574707
	Iteration 2Q: 3 clusters Score -6106492 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -6107165.000000 Penalty: 5180.574707
	Iteration 3Q: 3 clusters Score -6107165 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -6107927.500000 Penalty: 5180.574707
	Iteration 4F: 3 clusters Score -6107928 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6109004.000000 Penalty: 5180.574707
	Iteration 5F: 3 clusters Score -6109004 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -6110618.500000 Penalty: 5180.574707
	Iteration 6F: 3 clusters Score -6110618 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -6112548.000000 Penalty: 5180.574707
	Iteration 7F: 3 clusters Score -6112548 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6114592.000000 Penalty: 5180.574707
	Iteration 8F: 3 clusters Score -6114592 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -6116144.000000 Penalty: 5180.574707
	Iteration 9F: 3 clusters Score -6116144 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -6117045.500000 Penalty: 5180.574707
	Iteration 10Q: 3 clusters Score -6117046 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -6117645.500000 Penalty: 5180.574707
	Iteration 11Q: 3 clusters Score -6117646 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6117978.500000 Penalty: 5180.574707
	Iteration 12Q: 3 clusters Score -6117978 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -6118143.000000 Penalty: 5180.574707
	Iteration 13Q: 3 clusters Score -6118143 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -6118259.000000 Penalty: 5180.574707
	Iteration 14Q: 3 clusters Score -6118259 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -6118317.000000 Penalty: 5180.574707
	Iteration 15Q: 3 clusters Score -6118317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -6118370.000000 Penalty: 5180.574707
	Iteration 16Q: 3 clusters Score -6118370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -6118399.500000 Penalty: 5180.574707
	Iteration 17Q: 3 clusters Score -6118400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -6118428.000000 Penalty: 5180.574707
	Iteration 18Q: 3 clusters Score -6118428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -6118459.000000 Penalty: 5180.574707
	Iteration 19Q: 3 clusters Score -6118459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6118489.000000 Penalty: 5180.574707
	Iteration 20F: 3 clusters Score -6118489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -6118496.500000 Penalty: 5180.574707
	Iteration 21Q: 3 clusters Score -6118496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6118509.000000 Penalty: 5180.574707
	Iteration 22Q: 3 clusters Score -6118509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -6118525.000000 Penalty: 5180.574707
	Iteration 23Q: 3 clusters Score -6118525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -6118535.000000 Penalty: 5180.574707
	Iteration 24Q: 3 clusters Score -6118535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -6118539.500000 Penalty: 5180.574707
	Iteration 25Q: 3 clusters Score -6118540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -6118545.500000 Penalty: 5180.574707
	Iteration 26Q: 3 clusters Score -6118546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -6118548.500000 Penalty: 5180.574707
	Iteration 27Q: 3 clusters Score -6118548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -6118556.000000 Penalty: 5180.574707
	Iteration 28Q: 3 clusters Score -6118556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -6118553.000000 Penalty: 5180.574707
	Iteration 29Q: 3 clusters Score -6118553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6118557.500000 Penalty: 5180.574707
	Iteration 30Q: 3 clusters Score -6118558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6118568.500000 Penalty: 5180.574707
	Iteration 31Q: 3 clusters Score -6118568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -6118568.000000 Penalty: 5180.574707
	Iteration 32Q: 3 clusters Score -6118568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6118569.000000 Penalty: 5180.574707
	Iteration 33Q: 3 clusters Score -6118569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6118569.000000 Penalty: 5180.574707
	Iteration 34F: 3 clusters Score -6118569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Entering Unmasked Estep 
Score: -8075497.500000 Penalty: 2654.816895
	Iteration 0F: 2 clusters Score -8075498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -8046584.500000 Penalty: 5309.633789
	Iteration 0F: 3 clusters Score -8046584 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8057682.500000 Penalty: 5309.633789
	Iteration 1F: 3 clusters Score -8057682 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -8058165.500000 Penalty: 5309.633789
	Iteration 2Q: 3 clusters Score -8058166 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -8058507.500000 Penalty: 5309.633789
	Iteration 3Q: 3 clusters Score -8058508 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -8058820.500000 Penalty: 5309.633789
	Iteration 4Q: 3 clusters Score -8058820 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -8059121.500000 Penalty: 5309.633789
	Iteration 5Q: 3 clusters Score -8059122 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -8059585.000000 Penalty: 5309.633789
	Iteration 6Q: 3 clusters Score -8059585 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -8060245.000000 Penalty: 5309.633789
	Iteration 7Q: 3 clusters Score -8060245 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -8061204.000000 Penalty: 5309.633789
	Iteration 8Q: 3 clusters Score -8061204 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -8062665.000000 Penalty: 5309.633789
	Iteration 9F: 3 clusters Score -8062665 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -8064711.000000 Penalty: 5309.633789
	Iteration 10F: 3 clusters Score -8064711 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -8067320.500000 Penalty: 5309.633789
	Iteration 11F: 3 clusters Score -8067320 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8069886.000000 Penalty: 5309.633789
	Iteration 12F: 3 clusters Score -8069886 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8071600.000000 Penalty: 5309.633789
	Iteration 13Q: 3 clusters Score -8071600 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8072423.500000 Penalty: 5309.633789
	Iteration 14Q: 3 clusters Score -8072424 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8072833.500000 Penalty: 5309.633789
	Iteration 15Q: 3 clusters Score -8072834 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8073009.000000 Penalty: 5309.633789
	Iteration 16Q: 3 clusters Score -8073009 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8073086.000000 Penalty: 5309.633789
	Iteration 17Q: 3 clusters Score -8073086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8073158.000000 Penalty: 5309.633789
	Iteration 18Q: 3 clusters Score -8073158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8073173.500000 Penalty: 5309.633789
	Iteration 19Q: 3 clusters Score -8073174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8073203.500000 Penalty: 5309.633789
	Iteration 20F: 3 clusters Score -8073204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8073217.000000 Penalty: 5309.633789
	Iteration 21Q: 3 clusters Score -8073217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8073223.000000 Penalty: 5309.633789
	Iteration 22Q: 3 clusters Score -8073223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8073221.500000 Penalty: 5309.633789
	Iteration 23Q: 3 clusters Score -8073222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8073235.500000 Penalty: 5309.633789
	Iteration 24Q: 3 clusters Score -8073236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8073237.000000 Penalty: 5309.633789
	Iteration 25Q: 3 clusters Score -8073237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8073248.000000 Penalty: 5309.633789
	Iteration 26Q: 3 clusters Score -8073248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8073250.000000 Penalty: 5309.633789
	Iteration 27Q: 3 clusters Score -8073250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8073246.500000 Penalty: 5309.633789
	Iteration 28Q: 3 clusters Score -8073246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8073258.500000 Penalty: 5309.633789
	Iteration 29Q: 3 clusters Score -8073258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8073258.500000 Penalty: 5309.633789
	Iteration 30Q: 3 clusters Score -8073258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8073258.500000 Penalty: 5309.633789
	Iteration 31F: 3 clusters Score -8073258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (43009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Entering Unmasked Estep 
Score: -7877932.500000 Penalty: 2645.952881
	Iteration 0F: 2 clusters Score -7877932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -7850193.500000 Penalty: 5291.905762
	Iteration 0F: 3 clusters Score -7850194 nChanged 19715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -7861066.000000 Penalty: 5291.905762
	Iteration 1F: 3 clusters Score -7861066 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7861864.000000 Penalty: 5291.905762
	Iteration 2F: 3 clusters Score -7861864 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -7862687.000000 Penalty: 5291.905762
	Iteration 3F: 3 clusters Score -7862687 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -7863789.500000 Penalty: 5291.905762
	Iteration 4F: 3 clusters Score -7863790 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -7865030.000000 Penalty: 5291.905762
	Iteration 5F: 3 clusters Score -7865030 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -7866670.000000 Penalty: 5291.905762
	Iteration 6F: 3 clusters Score -7866670 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -7868764.500000 Penalty: 5291.905762
	Iteration 7F: 3 clusters Score -7868764 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -7871076.500000 Penalty: 5291.905762
	Iteration 8F: 3 clusters Score -7871076 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -7873111.500000 Penalty: 5291.905762
	Iteration 9F: 3 clusters Score -7873112 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7874446.500000 Penalty: 5291.905762
	Iteration 10Q: 3 clusters Score -7874446 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7875174.500000 Penalty: 5291.905762
	Iteration 11Q: 3 clusters Score -7875174 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7875508.500000 Penalty: 5291.905762
	Iteration 12Q: 3 clusters Score -7875508 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7875765.500000 Penalty: 5291.905762
	Iteration 13Q: 3 clusters Score -7875766 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7875844.500000 Penalty: 5291.905762
	Iteration 14Q: 3 clusters Score -7875844 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7875893.000000 Penalty: 5291.905762
	Iteration 15Q: 3 clusters Score -7875893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7875928.500000 Penalty: 5291.905762
	Iteration 16Q: 3 clusters Score -7875928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7875954.000000 Penalty: 5291.905762
	Iteration 17Q: 3 clusters Score -7875954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7875962.500000 Penalty: 5291.905762
	Iteration 18Q: 3 clusters Score -7875962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7875969.500000 Penalty: 5291.905762
	Iteration 19Q: 3 clusters Score -7875970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7875966.000000 Penalty: 5291.905762
	Iteration 20F: 3 clusters Score -7875966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7875969.500000 Penalty: 5291.905762
	Iteration 21Q: 3 clusters Score -7875970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7875979.500000 Penalty: 5291.905762
	Iteration 22Q: 3 clusters Score -7875980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7875979.500000 Penalty: 5291.905762
	Iteration 23Q: 3 clusters Score -7875980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7875967.500000 Penalty: 5291.905762
	Iteration 24Q: 3 clusters Score -7875968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7875968.000000 Penalty: 5291.905762
	Iteration 25Q: 3 clusters Score -7875968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7875975.500000 Penalty: 5291.905762
	Iteration 26Q: 3 clusters Score -7875976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7875970.500000 Penalty: 5291.905762
	Iteration 27Q: 3 clusters Score -7875970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7875970.500000 Penalty: 5291.905762
	Iteration 28F: 3 clusters Score -7875970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Entering Unmasked Estep 
Score: -7667137.000000 Penalty: 2645.618164
	Iteration 0F: 2 clusters Score -7667137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -7638445.500000 Penalty: 5291.236328
	Iteration 0F: 3 clusters Score -7638446 nChanged 19754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -7649329.000000 Penalty: 5291.236328
	Iteration 1F: 3 clusters Score -7649329 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7649845.000000 Penalty: 5291.236328
	Iteration 2Q: 3 clusters Score -7649845 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -7650433.500000 Penalty: 5291.236328
	Iteration 3Q: 3 clusters Score -7650434 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -7651037.000000 Penalty: 5291.236328
	Iteration 4Q: 3 clusters Score -7651037 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -7651735.500000 Penalty: 5291.236328
	Iteration 5Q: 3 clusters Score -7651736 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -7652470.500000 Penalty: 5291.236328
	Iteration 6Q: 3 clusters Score -7652470 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -7653402.000000 Penalty: 5291.236328
	Iteration 7Q: 3 clusters Score -7653402 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -7654584.500000 Penalty: 5291.236328
	Iteration 8F: 3 clusters Score -7654584 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -7656289.000000 Penalty: 5291.236328
	Iteration 9F: 3 clusters Score -7656289 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -7658213.000000 Penalty: 5291.236328
	Iteration 10F: 3 clusters Score -7658213 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -7660054.000000 Penalty: 5291.236328
	Iteration 11F: 3 clusters Score -7660054 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -7661225.500000 Penalty: 5291.236328
	Iteration 12Q: 3 clusters Score -7661226 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -7661729.500000 Penalty: 5291.236328
	Iteration 13Q: 3 clusters Score -7661730 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7662048.000000 Penalty: 5291.236328
	Iteration 14Q: 3 clusters Score -7662048 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -7662310.000000 Penalty: 5291.236328
	Iteration 15Q: 3 clusters Score -7662310 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7662585.000000 Penalty: 5291.236328
	Iteration 16Q: 3 clusters Score -7662585 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -7662834.000000 Penalty: 5291.236328
	Iteration 17Q: 3 clusters Score -7662834 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -7663056.000000 Penalty: 5291.236328
	Iteration 18Q: 3 clusters Score -7663056 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -7663259.500000 Penalty: 5291.236328
	Iteration 19Q: 3 clusters Score -7663260 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -7663439.000000 Penalty: 5291.236328
	Iteration 20F: 3 clusters Score -7663439 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -7663616.500000 Penalty: 5291.236328
	Iteration 21Q: 3 clusters Score -7663616 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -7663749.000000 Penalty: 5291.236328
	Iteration 22Q: 3 clusters Score -7663749 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -7663907.000000 Penalty: 5291.236328
	Iteration 23Q: 3 clusters Score -7663907 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -7664034.000000 Penalty: 5291.236328
	Iteration 24Q: 3 clusters Score -7664034 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -7664147.000000 Penalty: 5291.236328
	Iteration 25Q: 3 clusters Score -7664147 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -7664292.500000 Penalty: 5291.236328
	Iteration 26Q: 3 clusters Score -7664292 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -7664424.000000 Penalty: 5291.236328
	Iteration 27Q: 3 clusters Score -7664424 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -7664481.000000 Penalty: 5291.236328
	Iteration 28Q: 3 clusters Score -7664481 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -7664553.000000 Penalty: 5291.236328
	Iteration 29Q: 3 clusters Score -7664553 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -7664630.000000 Penalty: 5291.236328
	Iteration 30Q: 3 clusters Score -7664630 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -7664679.000000 Penalty: 5291.236328
	Iteration 31Q: 3 clusters Score -7664679 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7664762.000000 Penalty: 5291.236328
	Iteration 32Q: 3 clusters Score -7664762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7664820.000000 Penalty: 5291.236328
	Iteration 33Q: 3 clusters Score -7664820 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7664864.500000 Penalty: 5291.236328
	Iteration 34Q: 3 clusters Score -7664864 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7664909.000000 Penalty: 5291.236328
	Iteration 35Q: 3 clusters Score -7664909 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7664933.500000 Penalty: 5291.236328
	Iteration 36Q: 3 clusters Score -7664934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -7664981.500000 Penalty: 5291.236328
	Iteration 37Q: 3 clusters Score -7664982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -7665004.000000 Penalty: 5291.236328
	Iteration 38Q: 3 clusters Score -7665004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -7665016.500000 Penalty: 5291.236328
	Iteration 39Q: 3 clusters Score -7665016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -7665040.000000 Penalty: 5291.236328
	Iteration 40F: 3 clusters Score -7665040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -7665070.500000 Penalty: 5291.236328
	Iteration 41Q: 3 clusters Score -7665070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -7665105.000000 Penalty: 5291.236328
	Iteration 42Q: 3 clusters Score -7665105 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -7665118.000000 Penalty: 5291.236328
	Iteration 43Q: 3 clusters Score -7665118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7665146.500000 Penalty: 5291.236328
	Iteration 44Q: 3 clusters Score -7665146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7665166.000000 Penalty: 5291.236328
	Iteration 45Q: 3 clusters Score -7665166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -7665167.500000 Penalty: 5291.236328
	Iteration 46Q: 3 clusters Score -7665168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7665195.500000 Penalty: 5291.236328
	Iteration 47Q: 3 clusters Score -7665196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7665201.500000 Penalty: 5291.236328
	Iteration 48Q: 3 clusters Score -7665202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7665190.000000 Penalty: 5291.236328
	Iteration 49Q: 3 clusters Score -7665190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -7665195.500000 Penalty: 5291.236328
	Iteration 50Q: 3 clusters Score -7665196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -7665204.000000 Penalty: 5291.236328
	Iteration 51Q: 3 clusters Score -7665204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -7665215.000000 Penalty: 5291.236328
	Iteration 52Q: 3 clusters Score -7665215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -7665232.000000 Penalty: 5291.236328
	Iteration 53Q: 3 clusters Score -7665232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7665232.500000 Penalty: 5291.236328
	Iteration 54Q: 3 clusters Score -7665232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -7665242.000000 Penalty: 5291.236328
	Iteration 55Q: 3 clusters Score -7665242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -7665238.000000 Penalty: 5291.236328
	Iteration 56Q: 3 clusters Score -7665238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -7665247.000000 Penalty: 5291.236328
	Iteration 57Q: 3 clusters Score -7665247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -7665259.500000 Penalty: 5291.236328
	Iteration 58Q: 3 clusters Score -7665260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7665256.500000 Penalty: 5291.236328
	Iteration 59Q: 3 clusters Score -7665256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -7665256.500000 Penalty: 5291.236328
	Iteration 60F: 3 clusters Score -7665256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -7665261.000000 Penalty: 5291.236328
	Iteration 61Q: 3 clusters Score -7665261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -7665257.500000 Penalty: 5291.236328
	Iteration 62Q: 3 clusters Score -7665258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -7665252.000000 Penalty: 5291.236328
	Iteration 63Q: 3 clusters Score -7665252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7665253.000000 Penalty: 5291.236328
	Iteration 64Q: 3 clusters Score -7665253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -7665267.000000 Penalty: 5291.236328
	Iteration 65Q: 3 clusters Score -7665267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -7665277.000000 Penalty: 5291.236328
	Iteration 66Q: 3 clusters Score -7665277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7665266.500000 Penalty: 5291.236328
	Iteration 67Q: 3 clusters Score -7665266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -7665264.000000 Penalty: 5291.236328
	Iteration 68Q: 3 clusters Score -7665264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -7665267.500000 Penalty: 5291.236328
	Iteration 69Q: 3 clusters Score -7665268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7665263.500000 Penalty: 5291.236328
	Iteration 70Q: 3 clusters Score -7665264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -7665267.000000 Penalty: 5291.236328
	Iteration 71Q: 3 clusters Score -7665267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7665268.000000 Penalty: 5291.236328
	Iteration 72Q: 3 clusters Score -7665268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7665268.000000 Penalty: 5291.236328
	Iteration 73F: 3 clusters Score -7665268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Entering Unmasked Estep 
Score: -1374366.750000 Penalty: 2233.766357
	Iteration 0F: 2 clusters Score -1374367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1367834.750000 Penalty: 4467.532715
	Iteration 0F: 3 clusters Score -1367835 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1369765.375000 Penalty: 4467.532715
	Iteration 1F: 3 clusters Score -1369765 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1370389.000000 Penalty: 4467.532715
	Iteration 2F: 3 clusters Score -1370389 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1370997.125000 Penalty: 4467.532715
	Iteration 3F: 3 clusters Score -1370997 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1371559.125000 Penalty: 4467.532715
	Iteration 4F: 3 clusters Score -1371559 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1372090.250000 Penalty: 4467.532715
	Iteration 5F: 3 clusters Score -1372090 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1372537.500000 Penalty: 4467.532715
	Iteration 6F: 3 clusters Score -1372538 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1372881.500000 Penalty: 4467.532715
	Iteration 7Q: 3 clusters Score -1372882 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1373114.000000 Penalty: 4467.532715
	Iteration 8Q: 3 clusters Score -1373114 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1373298.750000 Penalty: 4467.532715
	Iteration 9Q: 3 clusters Score -1373299 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1373443.125000 Penalty: 4467.532715
	Iteration 10Q: 3 clusters Score -1373443 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1373540.375000 Penalty: 4467.532715
	Iteration 11Q: 3 clusters Score -1373540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1373591.625000 Penalty: 4467.532715
	Iteration 12Q: 3 clusters Score -1373592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1373625.750000 Penalty: 4467.532715
	Iteration 13Q: 3 clusters Score -1373626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1373642.875000 Penalty: 4467.532715
	Iteration 14Q: 3 clusters Score -1373643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1373664.250000 Penalty: 4467.532715
	Iteration 15Q: 3 clusters Score -1373664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1373672.375000 Penalty: 4467.532715
	Iteration 16Q: 3 clusters Score -1373672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1373680.250000 Penalty: 4467.532715
	Iteration 17Q: 3 clusters Score -1373680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1373683.625000 Penalty: 4467.532715
	Iteration 18Q: 3 clusters Score -1373684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1373683.250000 Penalty: 4467.532715
	Iteration 19Q: 3 clusters Score -1373683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1373686.125000 Penalty: 4467.532715
	Iteration 20F: 3 clusters Score -1373686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1373686.875000 Penalty: 4467.532715
	Iteration 21Q: 3 clusters Score -1373687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1373688.625000 Penalty: 4467.532715
	Iteration 22Q: 3 clusters Score -1373689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1373687.250000 Penalty: 4467.532715
	Iteration 23Q: 3 clusters Score -1373687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1373687.250000 Penalty: 4467.532715
	Iteration 24F: 3 clusters Score -1373687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -6879401.000000 Penalty: 2618.795654
	Iteration 0F: 2 clusters Score -6879401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -6853589.000000 Penalty: 5237.591309
	Iteration 0F: 3 clusters Score -6853589 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -6863250.500000 Penalty: 5237.591309
	Iteration 1F: 3 clusters Score -6863250 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -6864183.500000 Penalty: 5237.591309
	Iteration 2F: 3 clusters Score -6864184 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -6865603.000000 Penalty: 5237.591309
	Iteration 3F: 3 clusters Score -6865603 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -6867643.500000 Penalty: 5237.591309
	Iteration 4F: 3 clusters Score -6867644 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -6870136.500000 Penalty: 5237.591309
	Iteration 5F: 3 clusters Score -6870136 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6872594.000000 Penalty: 5237.591309
	Iteration 6F: 3 clusters Score -6872594 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6874442.500000 Penalty: 5237.591309
	Iteration 7F: 3 clusters Score -6874442 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6875622.500000 Penalty: 5237.591309
	Iteration 8Q: 3 clusters Score -6875622 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6876311.000000 Penalty: 5237.591309
	Iteration 9Q: 3 clusters Score -6876311 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6876726.500000 Penalty: 5237.591309
	Iteration 10Q: 3 clusters Score -6876726 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6876940.000000 Penalty: 5237.591309
	Iteration 11Q: 3 clusters Score -6876940 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6877065.000000 Penalty: 5237.591309
	Iteration 12Q: 3 clusters Score -6877065 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6877170.000000 Penalty: 5237.591309
	Iteration 13Q: 3 clusters Score -6877170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6877247.500000 Penalty: 5237.591309
	Iteration 14Q: 3 clusters Score -6877248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6877282.500000 Penalty: 5237.591309
	Iteration 15Q: 3 clusters Score -6877282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6877302.500000 Penalty: 5237.591309
	Iteration 16Q: 3 clusters Score -6877302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6877313.500000 Penalty: 5237.591309
	Iteration 17Q: 3 clusters Score -6877314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6877338.500000 Penalty: 5237.591309
	Iteration 18Q: 3 clusters Score -6877338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6877344.000000 Penalty: 5237.591309
	Iteration 19Q: 3 clusters Score -6877344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6877360.000000 Penalty: 5237.591309
	Iteration 20F: 3 clusters Score -6877360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6877378.500000 Penalty: 5237.591309
	Iteration 21Q: 3 clusters Score -6877378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6877377.500000 Penalty: 5237.591309
	Iteration 22Q: 3 clusters Score -6877378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6877382.500000 Penalty: 5237.591309
	Iteration 23Q: 3 clusters Score -6877382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6877385.000000 Penalty: 5237.591309
	Iteration 24Q: 3 clusters Score -6877385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6877380.000000 Penalty: 5237.591309
	Iteration 25Q: 3 clusters Score -6877380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6877384.000000 Penalty: 5237.591309
	Iteration 26Q: 3 clusters Score -6877384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6877380.000000 Penalty: 5237.591309
	Iteration 27Q: 3 clusters Score -6877380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6877383.500000 Penalty: 5237.591309
	Iteration 28Q: 3 clusters Score -6877384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6877383.500000 Penalty: 5237.591309
	Iteration 29F: 3 clusters Score -6877384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -44004.917969 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -44004.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42785.937500 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -42785.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42929.425781 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -42929.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42979.164062 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -42979.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43084.687500 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -43084.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43124.113281 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -43124.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43172.710938 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -43172.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43190.402344 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -43190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43202.757812 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -43202.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43210.210938 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -43210.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43210.210938 Penalty: 2794.855469
	Iteration 9F: 3 clusters Score -43210.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -194934.250000 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -194934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -192873.078125 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -192873.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -193187.187500 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -193187.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -193288.375000 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -193288.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -193337.093750 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -193337.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -193378.234375 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -193378.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -193401.546875 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -193401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -193417.687500 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -193417.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -193436.984375 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -193437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193447.500000 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -193447.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -193461.765625 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -193461.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193472.906250 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -193472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193482.937500 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -193482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193484.781250 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -193484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -193485.343750 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -193485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193486.578125 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -193486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193486.578125 Penalty: 3492.974121
	Iteration 15F: 3 clusters Score -193486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Entering Unmasked Estep 
Score: -7765173.000000 Penalty: 2646.534668
	Iteration 0F: 2 clusters Score -7765173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7736545.000000 Penalty: 5293.069336
	Iteration 0F: 3 clusters Score -7736545 nChanged 19745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -7747760.500000 Penalty: 5293.069336
	Iteration 1F: 3 clusters Score -7747760 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -7748423.000000 Penalty: 5293.069336
	Iteration 2Q: 3 clusters Score -7748423 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -7749242.500000 Penalty: 5293.069336
	Iteration 3Q: 3 clusters Score -7749242 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -7750508.000000 Penalty: 5293.069336
	Iteration 4F: 3 clusters Score -7750508 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -7752573.500000 Penalty: 5293.069336
	Iteration 5F: 3 clusters Score -7752574 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -7755534.000000 Penalty: 5293.069336
	Iteration 6F: 3 clusters Score -7755534 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7758753.500000 Penalty: 5293.069336
	Iteration 7F: 3 clusters Score -7758754 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -7761069.000000 Penalty: 5293.069336
	Iteration 8F: 3 clusters Score -7761069 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -7762197.000000 Penalty: 5293.069336
	Iteration 9Q: 3 clusters Score -7762197 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -7762583.000000 Penalty: 5293.069336
	Iteration 10Q: 3 clusters Score -7762583 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -7762710.500000 Penalty: 5293.069336
	Iteration 11Q: 3 clusters Score -7762710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -7762776.000000 Penalty: 5293.069336
	Iteration 12Q: 3 clusters Score -7762776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -7762832.500000 Penalty: 5293.069336
	Iteration 13Q: 3 clusters Score -7762832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -7762865.000000 Penalty: 5293.069336
	Iteration 14Q: 3 clusters Score -7762865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -7762876.000000 Penalty: 5293.069336
	Iteration 15Q: 3 clusters Score -7762876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -7762891.000000 Penalty: 5293.069336
	Iteration 16Q: 3 clusters Score -7762891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -7762892.000000 Penalty: 5293.069336
	Iteration 17Q: 3 clusters Score -7762892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -7762908.500000 Penalty: 5293.069336
	Iteration 18Q: 3 clusters Score -7762908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -7762920.000000 Penalty: 5293.069336
	Iteration 19Q: 3 clusters Score -7762920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -7762922.000000 Penalty: 5293.069336
	Iteration 20F: 3 clusters Score -7762922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -7762926.500000 Penalty: 5293.069336
	Iteration 21Q: 3 clusters Score -7762926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -7762925.500000 Penalty: 5293.069336
	Iteration 22Q: 3 clusters Score -7762926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -7762925.500000 Penalty: 5293.069336
	Iteration 23F: 3 clusters Score -7762926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 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 426 members 
Entering Unmasked Estep 
Score: -130385.015625 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130385 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130657.625000 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130657.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -130764.093750 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -130764.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -130860.085938 Penalty: 3370.670166
	Iteration 3Q: 3 clusters Score -130860.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -131002.976562 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -131003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -131143.031250 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -131257.625000 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131257.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -131350.390625 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131350.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -131388.625000 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131388.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -131460.890625 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131460.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -131528.484375 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -131554.859375 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -131562.921875 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -131564.984375 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -131566.562500 Penalty: 3370.670166
	Iteration 14F: 3 clusters Score -131566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -131576.578125 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -131576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -131588.468750 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -131588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -131595.265625 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -131595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -131598.781250 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -131598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -131601.531250 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -131601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -131602.343750 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -131602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -131603.031250 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -131603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -131603.031250 Penalty: 3370.670166
	Iteration 22F: 3 clusters Score -131603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10289.808594 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10289.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10352.031250 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10352.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10389.233398 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10389.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10389.233398 Penalty: 2538.524902
	Iteration 3F: 3 clusters Score -10389.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Entering Unmasked Estep 
Score: -7671994.500000 Penalty: 2646.471191
	Iteration 0F: 2 clusters Score -7671994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7643551.000000 Penalty: 5292.942383
	Iteration 0F: 3 clusters Score -7643551 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -7654651.500000 Penalty: 5292.942383
	Iteration 1F: 3 clusters Score -7654652 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -7655208.500000 Penalty: 5292.942383
	Iteration 2Q: 3 clusters Score -7655208 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -7655748.000000 Penalty: 5292.942383
	Iteration 3Q: 3 clusters Score -7655748 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -7656188.000000 Penalty: 5292.942383
	Iteration 4Q: 3 clusters Score -7656188 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -7656735.500000 Penalty: 5292.942383
	Iteration 5Q: 3 clusters Score -7656736 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7657188.500000 Penalty: 5292.942383
	Iteration 6Q: 3 clusters Score -7657188 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7657753.500000 Penalty: 5292.942383
	Iteration 7Q: 3 clusters Score -7657754 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -7658305.000000 Penalty: 5292.942383
	Iteration 8Q: 3 clusters Score -7658305 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -7658937.500000 Penalty: 5292.942383
	Iteration 9Q: 3 clusters Score -7658938 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -7659620.000000 Penalty: 5292.942383
	Iteration 10Q: 3 clusters Score -7659620 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -7660455.500000 Penalty: 5292.942383
	Iteration 11Q: 3 clusters Score -7660456 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -7661512.500000 Penalty: 5292.942383
	Iteration 12Q: 3 clusters Score -7661512 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -7662707.000000 Penalty: 5292.942383
	Iteration 13Q: 3 clusters Score -7662707 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -7663672.500000 Penalty: 5292.942383
	Iteration 14Q: 3 clusters Score -7663672 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -7664257.500000 Penalty: 5292.942383
	Iteration 15Q: 3 clusters Score -7664258 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -7664528.000000 Penalty: 5292.942383
	Iteration 16Q: 3 clusters Score -7664528 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -7664726.500000 Penalty: 5292.942383
	Iteration 17Q: 3 clusters Score -7664726 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -7664841.000000 Penalty: 5292.942383
	Iteration 18Q: 3 clusters Score -7664841 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -7664952.000000 Penalty: 5292.942383
	Iteration 19Q: 3 clusters Score -7664952 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -7665038.000000 Penalty: 5292.942383
	Iteration 20F: 3 clusters Score -7665038 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -7665219.000000 Penalty: 5292.942383
	Iteration 21Q: 3 clusters Score -7665219 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -7665278.000000 Penalty: 5292.942383
	Iteration 22Q: 3 clusters Score -7665278 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -7665377.500000 Penalty: 5292.942383
	Iteration 23Q: 3 clusters Score -7665378 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7665479.000000 Penalty: 5292.942383
	Iteration 24Q: 3 clusters Score -7665479 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -7665551.000000 Penalty: 5292.942383
	Iteration 25Q: 3 clusters Score -7665551 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -7665642.500000 Penalty: 5292.942383
	Iteration 26Q: 3 clusters Score -7665642 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -7665770.000000 Penalty: 5292.942383
	Iteration 27Q: 3 clusters Score -7665770 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -7665870.500000 Penalty: 5292.942383
	Iteration 28Q: 3 clusters Score -7665870 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -7665965.000000 Penalty: 5292.942383
	Iteration 29Q: 3 clusters Score -7665965 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -7666057.500000 Penalty: 5292.942383
	Iteration 30Q: 3 clusters Score -7666058 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -7666201.000000 Penalty: 5292.942383
	Iteration 31Q: 3 clusters Score -7666201 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -7666365.500000 Penalty: 5292.942383
	Iteration 32Q: 3 clusters Score -7666366 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -7666511.500000 Penalty: 5292.942383
	Iteration 33Q: 3 clusters Score -7666512 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -7666653.500000 Penalty: 5292.942383
	Iteration 34Q: 3 clusters Score -7666654 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -7666772.000000 Penalty: 5292.942383
	Iteration 35Q: 3 clusters Score -7666772 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -7666920.000000 Penalty: 5292.942383
	Iteration 36Q: 3 clusters Score -7666920 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -7667009.000000 Penalty: 5292.942383
	Iteration 37Q: 3 clusters Score -7667009 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -7667101.000000 Penalty: 5292.942383
	Iteration 38Q: 3 clusters Score -7667101 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -7667190.500000 Penalty: 5292.942383
	Iteration 39Q: 3 clusters Score -7667190 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -7667273.000000 Penalty: 5292.942383
	Iteration 40F: 3 clusters Score -7667273 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7667368.000000 Penalty: 5292.942383
	Iteration 41Q: 3 clusters Score -7667368 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -7667430.000000 Penalty: 5292.942383
	Iteration 42Q: 3 clusters Score -7667430 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -7667520.500000 Penalty: 5292.942383
	Iteration 43Q: 3 clusters Score -7667520 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -7667584.500000 Penalty: 5292.942383
	Iteration 44Q: 3 clusters Score -7667584 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -7667665.000000 Penalty: 5292.942383
	Iteration 45Q: 3 clusters Score -7667665 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -7667720.500000 Penalty: 5292.942383
	Iteration 46Q: 3 clusters Score -7667720 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -7667773.500000 Penalty: 5292.942383
	Iteration 47Q: 3 clusters Score -7667774 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7667822.000000 Penalty: 5292.942383
	Iteration 48Q: 3 clusters Score -7667822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -7667881.500000 Penalty: 5292.942383
	Iteration 49Q: 3 clusters Score -7667882 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7667950.500000 Penalty: 5292.942383
	Iteration 50Q: 3 clusters Score -7667950 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -7668009.500000 Penalty: 5292.942383
	Iteration 51Q: 3 clusters Score -7668010 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -7668099.000000 Penalty: 5292.942383
	Iteration 52Q: 3 clusters Score -7668099 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -7668144.500000 Penalty: 5292.942383
	Iteration 53Q: 3 clusters Score -7668144 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7668213.000000 Penalty: 5292.942383
	Iteration 54Q: 3 clusters Score -7668213 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7668262.500000 Penalty: 5292.942383
	Iteration 55Q: 3 clusters Score -7668262 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -7668304.500000 Penalty: 5292.942383
	Iteration 56Q: 3 clusters Score -7668304 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -7668362.000000 Penalty: 5292.942383
	Iteration 57Q: 3 clusters Score -7668362 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -7668403.500000 Penalty: 5292.942383
	Iteration 58Q: 3 clusters Score -7668404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -7668439.500000 Penalty: 5292.942383
	Iteration 59Q: 3 clusters Score -7668440 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7668461.000000 Penalty: 5292.942383
	Iteration 60F: 3 clusters Score -7668461 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -7668479.500000 Penalty: 5292.942383
	Iteration 61Q: 3 clusters Score -7668480 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -7668491.000000 Penalty: 5292.942383
	Iteration 62Q: 3 clusters Score -7668491 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -7668505.000000 Penalty: 5292.942383
	Iteration 63Q: 3 clusters Score -7668505 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -7668556.500000 Penalty: 5292.942383
	Iteration 64Q: 3 clusters Score -7668556 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -7668580.000000 Penalty: 5292.942383
	Iteration 65Q: 3 clusters Score -7668580 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -7668610.500000 Penalty: 5292.942383
	Iteration 66Q: 3 clusters Score -7668610 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -7668640.000000 Penalty: 5292.942383
	Iteration 67Q: 3 clusters Score -7668640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7668679.500000 Penalty: 5292.942383
	Iteration 68Q: 3 clusters Score -7668680 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -7668697.000000 Penalty: 5292.942383
	Iteration 69Q: 3 clusters Score -7668697 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -7668758.000000 Penalty: 5292.942383
	Iteration 70Q: 3 clusters Score -7668758 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -7668795.500000 Penalty: 5292.942383
	Iteration 71Q: 3 clusters Score -7668796 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7668816 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7668970 nChanged 144
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Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7668987 nChanged 162
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Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7669033 nChanged 136
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Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7669060 nChanged 143
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Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7669077 nChanged 115
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Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7669076 nChanged 116
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Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7669112 nChanged 87
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Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7669136 nChanged 103
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Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7669163 nChanged 94
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Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7669168 nChanged 84
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Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7669174 nChanged 101
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Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7669165 nChanged 93
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Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7669226 nChanged 71
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Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7669240 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7669256 nChanged 79
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Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7669268 nChanged 78
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7669292 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7669297 nChanged 72
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Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7669296 nChanged 63
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7669278 nChanged 68
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Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7669310 nChanged 46
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Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7669312 nChanged 57
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Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7669318 nChanged 72
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Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7669319 nChanged 67
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Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7669319 nChanged 53
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Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7669327 nChanged 43
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Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7669334 nChanged 38
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Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7669350 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7669352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7669370 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7669370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7669362 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7669368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7669371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7669374 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7669389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -7669393.500000 Penalty: 5292.942383
	Iteration 117Q: 3 clusters Score -7669394 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7669384 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7669400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -7669396.500000 Penalty: 5292.942383
	Iteration 120F: 3 clusters Score -7669396 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7669386 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7669391 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7669398 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7669396 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7669410 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7669411 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7669429 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7669428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7669416 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7669410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -7669423.000000 Penalty: 5292.942383
	Iteration 131Q: 3 clusters Score -7669423 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -7669437.000000 Penalty: 5292.942383
	Iteration 132Q: 3 clusters Score -7669437 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -7669434.000000 Penalty: 5292.942383
	Iteration 133Q: 3 clusters Score -7669434 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7669429 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -7669433.000000 Penalty: 5292.942383
	Iteration 135Q: 3 clusters Score -7669433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7669428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7669434 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -7669430.000000 Penalty: 5292.942383
	Iteration 138Q: 3 clusters Score -7669430 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7669428 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7669424.000000 Penalty: 5292.942383
	Iteration 140F: 3 clusters Score -7669424 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7669429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7669416.500000 Penalty: 5292.942383
	Iteration 142Q: 3 clusters Score -7669416 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7669418 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7669425.000000 Penalty: 5292.942383
	Iteration 144Q: 3 clusters Score -7669425 nChanged 2
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7669426 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7055 members 
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Entering Unmasked Estep 
Score: -7669420.500000 Penalty: 5292.942383
	Iteration 146Q: 3 clusters Score -7669420 nChanged 3
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Mstep: Class 1 contains 7052 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7669426 nChanged 4
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Mstep: Class 1 contains 7048 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7669426 nChanged 4
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Mstep: Class 1 contains 7044 members 
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Entering Unmasked Estep 
Score: -7669433.500000 Penalty: 5292.942383
	Iteration 149Q: 3 clusters Score -7669434 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7039 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7669426 nChanged 8
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Mstep: Class 1 contains 7031 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7669436 nChanged 5
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Mstep: Class 1 contains 7026 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7669426 nChanged 3
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Mstep: Class 1 contains 7023 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7669420 nChanged 1
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Mstep: Class 1 contains 7022 members 
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	Iteration 154Q: 3 clusters Score -7669420 nChanged 1
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Mstep: Class 1 contains 7021 members 
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Entering Unmasked Estep 
Score: -7669418.000000 Penalty: 5292.942383
	Iteration 155Q: 3 clusters Score -7669418 nChanged 2
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Mstep: Class 1 contains 7019 members 
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	Iteration 156Q: 3 clusters Score -7669422 nChanged 3
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Mstep: Class 1 contains 7016 members 
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Entering Unmasked Estep 
Score: -7669416.000000 Penalty: 5292.942383
	Iteration 157Q: 3 clusters Score -7669416 nChanged 5
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Mstep: Class 1 contains 7011 members 
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	Iteration 158Q: 3 clusters Score -7669418 nChanged 5
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Mstep: Class 1 contains 7006 members 
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Entering Unmasked Estep 
Score: -7669412.500000 Penalty: 5292.942383
	Iteration 159Q: 3 clusters Score -7669412 nChanged 7
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Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7669420 nChanged 4
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Mstep: Class 1 contains 6995 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7669419 nChanged 4
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Mstep: Class 1 contains 6991 members 
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Entering Unmasked Estep 
Score: -7669425.500000 Penalty: 5292.942383
	Iteration 162Q: 3 clusters Score -7669426 nChanged 2
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Mstep: Class 1 contains 6989 members 
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Entering Unmasked Estep 
Score: -7669424.000000 Penalty: 5292.942383
	Iteration 163Q: 3 clusters Score -7669424 nChanged 2
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Mstep: Class 1 contains 6987 members 
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Entering Unmasked Estep 
Score: -7669427.500000 Penalty: 5292.942383
	Iteration 164Q: 3 clusters Score -7669428 nChanged 1
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Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -7669426.500000 Penalty: 5292.942383
	Iteration 165Q: 3 clusters Score -7669426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -7669426.500000 Penalty: 5292.942383
	Iteration 166Q: 3 clusters Score -7669426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -7669426.500000 Penalty: 5292.942383
	Iteration 167F: 3 clusters Score -7669426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (50599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Entering Unmasked Estep 
Score: -9119700.000000 Penalty: 2686.258301
	Iteration 0F: 2 clusters Score -9119700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -9089100.000000 Penalty: 5372.516602
	Iteration 0F: 3 clusters Score -9089100 nChanged 23347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -9101939.000000 Penalty: 5372.516602
	Iteration 1F: 3 clusters Score -9101939 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -9102341.000000 Penalty: 5372.516602
	Iteration 2Q: 3 clusters Score -9102341 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -9102774.000000 Penalty: 5372.516602
	Iteration 3Q: 3 clusters Score -9102774 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -9103309.000000 Penalty: 5372.516602
	Iteration 4Q: 3 clusters Score -9103309 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -9104171.000000 Penalty: 5372.516602
	Iteration 5Q: 3 clusters Score -9104171 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -9105564.000000 Penalty: 5372.516602
	Iteration 6F: 3 clusters Score -9105564 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -9107809.000000 Penalty: 5372.516602
	Iteration 7F: 3 clusters Score -9107809 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -9111126.000000 Penalty: 5372.516602
	Iteration 8F: 3 clusters Score -9111126 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -9114167.000000 Penalty: 5372.516602
	Iteration 9F: 3 clusters Score -9114167 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -9115924.000000 Penalty: 5372.516602
	Iteration 10F: 3 clusters Score -9115924 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -9116749.000000 Penalty: 5372.516602
	Iteration 11Q: 3 clusters Score -9116749 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -9117048.000000 Penalty: 5372.516602
	Iteration 12Q: 3 clusters Score -9117048 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9117154.000000 Penalty: 5372.516602
	Iteration 13Q: 3 clusters Score -9117154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9117223.000000 Penalty: 5372.516602
	Iteration 14Q: 3 clusters Score -9117223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -9117252.000000 Penalty: 5372.516602
	Iteration 15Q: 3 clusters Score -9117252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -9117276.000000 Penalty: 5372.516602
	Iteration 16Q: 3 clusters Score -9117276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -9117291.000000 Penalty: 5372.516602
	Iteration 17Q: 3 clusters Score -9117291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -9117307.000000 Penalty: 5372.516602
	Iteration 18Q: 3 clusters Score -9117307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -9117321.000000 Penalty: 5372.516602
	Iteration 19Q: 3 clusters Score -9117321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -9117324.000000 Penalty: 5372.516602
	Iteration 20F: 3 clusters Score -9117324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -9117335.000000 Penalty: 5372.516602
	Iteration 21Q: 3 clusters Score -9117335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -9117333.000000 Penalty: 5372.516602
	Iteration 22Q: 3 clusters Score -9117333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9117333.000000 Penalty: 5372.516602
	Iteration 23Q: 3 clusters Score -9117333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -9117334.000000 Penalty: 5372.516602
	Iteration 24Q: 3 clusters Score -9117334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9117346.000000 Penalty: 5372.516602
	Iteration 25Q: 3 clusters Score -9117346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -9117348.000000 Penalty: 5372.516602
	Iteration 26Q: 3 clusters Score -9117348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -9117348.000000 Penalty: 5372.516602
	Iteration 27F: 3 clusters Score -9117348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 47557 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 40322 members 
Mstep: Class 9 contains 47964 members 
Mstep: Class 10 contains 50272 members 
Mstep: Class 11 contains 22392 members 
Mstep: Class 12 contains 47976 members 
Mstep: Class 13 contains 30434 members 
Mstep: Class 14 contains 38275 members 
Mstep: Class 15 contains 44836 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18391 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6488 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 44159 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35879 members 
Mstep: Class 26 contains 8595 members 
Mstep: Class 27 contains 46582 members 
Mstep: Class 28 contains 40423 members 
Mstep: Class 29 contains 41308 members 
Mstep: Class 30 contains 41051 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 34362 members 
Mstep: Class 33 contains 44574 members 
Mstep: Class 34 contains 43009 members 
Mstep: Class 35 contains 42951 members 
Mstep: Class 36 contains 8161 members 
Mstep: Class 37 contains 38548 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43110 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43099 members 
Mstep: Class 44 contains 50599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434928.000000 Penalty: 152010.671875
Iteration 319Q: 45 clusters Score -1.964349e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47560 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 40317 members 
Mstep: Class 9 contains 47984 members 
Mstep: Class 10 contains 50275 members 
Mstep: Class 11 contains 22038 members 
Mstep: Class 12 contains 47965 members 
Mstep: Class 13 contains 30833 members 
Mstep: Class 14 contains 38297 members 
Mstep: Class 15 contains 44844 members 
Mstep: Class 16 contains 35904 members 
Mstep: Class 17 contains 18385 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6484 members 
Mstep: Class 22 contains 13312 members 
Mstep: Class 23 contains 44177 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35863 members 
Mstep: Class 26 contains 8596 members 
Mstep: Class 27 contains 46581 members 
Mstep: Class 28 contains 40465 members 
Mstep: Class 29 contains 41322 members 
Mstep: Class 30 contains 40729 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 34284 members 
Mstep: Class 33 contains 44601 members 
Mstep: Class 34 contains 43016 members 
Mstep: Class 35 contains 42959 members 
Mstep: Class 36 contains 8163 members 
Mstep: Class 37 contains 38539 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43106 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43111 members 
Mstep: Class 44 contains 50813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434944.000000 Penalty: 152010.671875
Iteration 320F: 45 clusters Score -1.964349e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 47566 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 16365 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 40310 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 50289 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 47973 members 
Mstep: Class 13 contains 31249 members 
Mstep: Class 14 contains 38325 members 
Mstep: Class 15 contains 44847 members 
Mstep: Class 16 contains 35903 members 
Mstep: Class 17 contains 18377 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 13309 members 
Mstep: Class 23 contains 44190 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35864 members 
Mstep: Class 26 contains 8597 members 
Mstep: Class 27 contains 46581 members 
Mstep: Class 28 contains 40497 members 
Mstep: Class 29 contains 41341 members 
Mstep: Class 30 contains 40336 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 34239 members 
Mstep: Class 33 contains 44619 members 
Mstep: Class 34 contains 43038 members 
Mstep: Class 35 contains 42955 members 
Mstep: Class 36 contains 8159 members 
Mstep: Class 37 contains 38532 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43107 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43126 members 
Mstep: Class 44 contains 51040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434368.000000 Penalty: 152010.671875
Iteration 321Q: 45 clusters Score -1.964344e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 47568 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 40308 members 
Mstep: Class 9 contains 48024 members 
Mstep: Class 10 contains 50291 members 
Mstep: Class 11 contains 21237 members 
Mstep: Class 12 contains 47975 members 
Mstep: Class 13 contains 31709 members 
Mstep: Class 14 contains 38361 members 
Mstep: Class 15 contains 44878 members 
Mstep: Class 16 contains 35910 members 
Mstep: Class 17 contains 18376 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6477 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 44194 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35894 members 
Mstep: Class 26 contains 8590 members 
Mstep: Class 27 contains 46579 members 
Mstep: Class 28 contains 40519 members 
Mstep: Class 29 contains 41346 members 
Mstep: Class 30 contains 39900 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34214 members 
Mstep: Class 33 contains 44644 members 
Mstep: Class 34 contains 43070 members 
Mstep: Class 35 contains 42961 members 
Mstep: Class 36 contains 8160 members 
Mstep: Class 37 contains 38529 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43120 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43118 members 
Mstep: Class 44 contains 51242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434976.000000 Penalty: 152010.671875
Iteration 322Q: 45 clusters Score -1.96435e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 16404 members 
Mstep: Class 4 contains 47577 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 40306 members 
Mstep: Class 9 contains 48045 members 
Mstep: Class 10 contains 50292 members 
Mstep: Class 11 contains 20808 members 
Mstep: Class 12 contains 47970 members 
Mstep: Class 13 contains 32210 members 
Mstep: Class 14 contains 38387 members 
Mstep: Class 15 contains 44907 members 
Mstep: Class 16 contains 35910 members 
Mstep: Class 17 contains 18373 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 13313 members 
Mstep: Class 23 contains 44199 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35915 members 
Mstep: Class 26 contains 8586 members 
Mstep: Class 27 contains 46580 members 
Mstep: Class 28 contains 40563 members 
Mstep: Class 29 contains 41354 members 
Mstep: Class 30 contains 39508 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34193 members 
Mstep: Class 33 contains 44597 members 
Mstep: Class 34 contains 43101 members 
Mstep: Class 35 contains 42984 members 
Mstep: Class 36 contains 8159 members 
Mstep: Class 37 contains 38525 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43126 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43115 members 
Mstep: Class 44 contains 51428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434960.000000 Penalty: 152010.671875
Iteration 323Q: 45 clusters Score -1.96435e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 16404 members 
Mstep: Class 4 contains 47585 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 40299 members 
Mstep: Class 9 contains 48068 members 
Mstep: Class 10 contains 50288 members 
Mstep: Class 11 contains 20385 members 
Mstep: Class 12 contains 47972 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 38419 members 
Mstep: Class 15 contains 44927 members 
Mstep: Class 16 contains 35911 members 
Mstep: Class 17 contains 18376 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 13310 members 
Mstep: Class 23 contains 44206 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35950 members 
Mstep: Class 26 contains 8579 members 
Mstep: Class 27 contains 46579 members 
Mstep: Class 28 contains 40603 members 
Mstep: Class 29 contains 41364 members 
Mstep: Class 30 contains 39126 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34174 members 
Mstep: Class 33 contains 44586 members 
Mstep: Class 34 contains 43081 members 
Mstep: Class 35 contains 43006 members 
Mstep: Class 36 contains 8162 members 
Mstep: Class 37 contains 38521 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43129 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43112 members 
Mstep: Class 44 contains 51583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434736.000000 Penalty: 152010.671875
Iteration 324Q: 45 clusters Score -1.964347e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 47584 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 40299 members 
Mstep: Class 9 contains 48087 members 
Mstep: Class 10 contains 50280 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 47978 members 
Mstep: Class 13 contains 33331 members 
Mstep: Class 14 contains 38459 members 
Mstep: Class 15 contains 44938 members 
Mstep: Class 16 contains 35916 members 
Mstep: Class 17 contains 18370 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 13308 members 
Mstep: Class 23 contains 44222 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 35973 members 
Mstep: Class 26 contains 8574 members 
Mstep: Class 27 contains 46578 members 
Mstep: Class 28 contains 40644 members 
Mstep: Class 29 contains 41376 members 
Mstep: Class 30 contains 38746 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34152 members 
Mstep: Class 33 contains 44581 members 
Mstep: Class 34 contains 43092 members 
Mstep: Class 35 contains 42998 members 
Mstep: Class 36 contains 8168 members 
Mstep: Class 37 contains 38509 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43140 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43104 members 
Mstep: Class 44 contains 51656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434416.000000 Penalty: 152010.671875
Iteration 325Q: 45 clusters Score -1.964344e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 47583 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 40298 members 
Mstep: Class 9 contains 48113 members 
Mstep: Class 10 contains 50282 members 
Mstep: Class 11 contains 19513 members 
Mstep: Class 12 contains 47979 members 
Mstep: Class 13 contains 34006 members 
Mstep: Class 14 contains 38493 members 
Mstep: Class 15 contains 44959 members 
Mstep: Class 16 contains 35920 members 
Mstep: Class 17 contains 18363 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6462 members 
Mstep: Class 22 contains 13308 members 
Mstep: Class 23 contains 44233 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36021 members 
Mstep: Class 26 contains 8567 members 
Mstep: Class 27 contains 46577 members 
Mstep: Class 28 contains 40689 members 
Mstep: Class 29 contains 41385 members 
Mstep: Class 30 contains 38246 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34131 members 
Mstep: Class 33 contains 44603 members 
Mstep: Class 34 contains 43079 members 
Mstep: Class 35 contains 42991 members 
Mstep: Class 36 contains 8172 members 
Mstep: Class 37 contains 38501 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43147 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43097 members 
Mstep: Class 44 contains 51775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434192.000000 Penalty: 152010.671875
Iteration 326Q: 45 clusters Score -1.964342e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47584 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6264 members 
Mstep: Class 8 contains 40295 members 
Mstep: Class 9 contains 48136 members 
Mstep: Class 10 contains 50280 members 
Mstep: Class 11 contains 19060 members 
Mstep: Class 12 contains 47971 members 
Mstep: Class 13 contains 34747 members 
Mstep: Class 14 contains 38517 members 
Mstep: Class 15 contains 44965 members 
Mstep: Class 16 contains 35922 members 
Mstep: Class 17 contains 18361 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 13306 members 
Mstep: Class 23 contains 44234 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36076 members 
Mstep: Class 26 contains 8559 members 
Mstep: Class 27 contains 46577 members 
Mstep: Class 28 contains 40733 members 
Mstep: Class 29 contains 41393 members 
Mstep: Class 30 contains 37709 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34127 members 
Mstep: Class 33 contains 44638 members 
Mstep: Class 34 contains 43093 members 
Mstep: Class 35 contains 42985 members 
Mstep: Class 36 contains 8174 members 
Mstep: Class 37 contains 38496 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43157 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43097 members 
Mstep: Class 44 contains 51834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433888.000000 Penalty: 152010.671875
Iteration 327Q: 45 clusters Score -1.964339e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47585 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16361 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 40295 members 
Mstep: Class 9 contains 48143 members 
Mstep: Class 10 contains 50278 members 
Mstep: Class 11 contains 18610 members 
Mstep: Class 12 contains 47965 members 
Mstep: Class 13 contains 35524 members 
Mstep: Class 14 contains 38541 members 
Mstep: Class 15 contains 44967 members 
Mstep: Class 16 contains 35924 members 
Mstep: Class 17 contains 18358 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6455 members 
Mstep: Class 22 contains 13304 members 
Mstep: Class 23 contains 44246 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36119 members 
Mstep: Class 26 contains 8560 members 
Mstep: Class 27 contains 46577 members 
Mstep: Class 28 contains 40772 members 
Mstep: Class 29 contains 41410 members 
Mstep: Class 30 contains 37122 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34135 members 
Mstep: Class 33 contains 44681 members 
Mstep: Class 34 contains 43110 members 
Mstep: Class 35 contains 42993 members 
Mstep: Class 36 contains 8179 members 
Mstep: Class 37 contains 38489 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43168 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43088 members 
Mstep: Class 44 contains 51864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433504.000000 Penalty: 152010.671875
Iteration 328Q: 45 clusters Score -1.964335e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47587 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 40297 members 
Mstep: Class 9 contains 48156 members 
Mstep: Class 10 contains 50288 members 
Mstep: Class 11 contains 18200 members 
Mstep: Class 12 contains 47950 members 
Mstep: Class 13 contains 36297 members 
Mstep: Class 14 contains 38535 members 
Mstep: Class 15 contains 44980 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 18358 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 44248 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36176 members 
Mstep: Class 26 contains 8554 members 
Mstep: Class 27 contains 46577 members 
Mstep: Class 28 contains 40828 members 
Mstep: Class 29 contains 41414 members 
Mstep: Class 30 contains 36467 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34163 members 
Mstep: Class 33 contains 44737 members 
Mstep: Class 34 contains 43127 members 
Mstep: Class 35 contains 42996 members 
Mstep: Class 36 contains 8193 members 
Mstep: Class 37 contains 38475 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43175 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43082 members 
Mstep: Class 44 contains 51909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433008.000000 Penalty: 152010.671875
Iteration 329Q: 45 clusters Score -1.96433e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 47589 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6301 members 
Mstep: Class 8 contains 40298 members 
Mstep: Class 9 contains 48174 members 
Mstep: Class 10 contains 50293 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 47955 members 
Mstep: Class 13 contains 37100 members 
Mstep: Class 14 contains 38523 members 
Mstep: Class 15 contains 45001 members 
Mstep: Class 16 contains 35934 members 
Mstep: Class 17 contains 18355 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6445 members 
Mstep: Class 22 contains 13303 members 
Mstep: Class 23 contains 44252 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36221 members 
Mstep: Class 26 contains 8555 members 
Mstep: Class 27 contains 46576 members 
Mstep: Class 28 contains 40880 members 
Mstep: Class 29 contains 41413 members 
Mstep: Class 30 contains 35849 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34204 members 
Mstep: Class 33 contains 44763 members 
Mstep: Class 34 contains 43129 members 
Mstep: Class 35 contains 43006 members 
Mstep: Class 36 contains 8197 members 
Mstep: Class 37 contains 38461 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43096 members 
Mstep: Class 44 contains 51904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433024.000000 Penalty: 152010.671875
Iteration 330Q: 45 clusters Score -1.96433e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 47584 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6303 members 
Mstep: Class 8 contains 40298 members 
Mstep: Class 9 contains 48192 members 
Mstep: Class 10 contains 50294 members 
Mstep: Class 11 contains 17377 members 
Mstep: Class 12 contains 47954 members 
Mstep: Class 13 contains 37938 members 
Mstep: Class 14 contains 38521 members 
Mstep: Class 15 contains 45006 members 
Mstep: Class 16 contains 35933 members 
Mstep: Class 17 contains 18356 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 44263 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36301 members 
Mstep: Class 26 contains 8563 members 
Mstep: Class 27 contains 46576 members 
Mstep: Class 28 contains 40922 members 
Mstep: Class 29 contains 41417 members 
Mstep: Class 30 contains 35230 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 34254 members 
Mstep: Class 33 contains 44801 members 
Mstep: Class 34 contains 43136 members 
Mstep: Class 35 contains 43022 members 
Mstep: Class 36 contains 8205 members 
Mstep: Class 37 contains 38447 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43190 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43107 members 
Mstep: Class 44 contains 51819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433456.000000 Penalty: 152010.671875
Iteration 331Q: 45 clusters Score -1.964335e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15382 members 
Mstep: Class 3 contains 16383 members 
Mstep: Class 4 contains 47581 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 6312 members 
Mstep: Class 8 contains 40298 members 
Mstep: Class 9 contains 48206 members 
Mstep: Class 10 contains 50290 members 
Mstep: Class 11 contains 16994 members 
Mstep: Class 12 contains 47944 members 
Mstep: Class 13 contains 38827 members 
Mstep: Class 14 contains 38537 members 
Mstep: Class 15 contains 45013 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 18354 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 13304 members 
Mstep: Class 23 contains 44274 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36372 members 
Mstep: Class 26 contains 8573 members 
Mstep: Class 27 contains 46576 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 41429 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 34314 members 
Mstep: Class 33 contains 44845 members 
Mstep: Class 34 contains 43146 members 
Mstep: Class 35 contains 43020 members 
Mstep: Class 36 contains 8211 members 
Mstep: Class 37 contains 38437 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43190 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43112 members 
Mstep: Class 44 contains 51688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433552.000000 Penalty: 152010.671875
Iteration 332Q: 45 clusters Score -1.964336e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15382 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 47584 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6327 members 
Mstep: Class 8 contains 40301 members 
Mstep: Class 9 contains 48226 members 
Mstep: Class 10 contains 50292 members 
Mstep: Class 11 contains 16597 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 39752 members 
Mstep: Class 14 contains 38546 members 
Mstep: Class 15 contains 45025 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18353 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 13308 members 
Mstep: Class 23 contains 44292 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 8586 members 
Mstep: Class 27 contains 46575 members 
Mstep: Class 28 contains 40970 members 
Mstep: Class 29 contains 41440 members 
Mstep: Class 30 contains 33927 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34398 members 
Mstep: Class 33 contains 44857 members 
Mstep: Class 34 contains 43168 members 
Mstep: Class 35 contains 43027 members 
Mstep: Class 36 contains 8228 members 
Mstep: Class 37 contains 38428 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43187 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43122 members 
Mstep: Class 44 contains 51487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433696.000000 Penalty: 152010.671875
Iteration 333Q: 45 clusters Score -1.964337e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 8 contains 40295 members 
Mstep: Class 9 contains 48230 members 
Mstep: Class 10 contains 50296 members 
Mstep: Class 11 contains 16222 members 
Mstep: Class 12 contains 47937 members 
Mstep: Class 13 contains 40716 members 
Mstep: Class 14 contains 38554 members 
Mstep: Class 15 contains 45038 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18354 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 13309 members 
Mstep: Class 23 contains 44293 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36547 members 
Mstep: Class 26 contains 8596 members 
Mstep: Class 27 contains 46574 members 
Mstep: Class 28 contains 40977 members 
Mstep: Class 29 contains 41455 members 
Mstep: Class 30 contains 33332 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34491 members 
Mstep: Class 33 contains 44894 members 
Mstep: Class 34 contains 43180 members 
Mstep: Class 35 contains 43031 members 
Mstep: Class 36 contains 8236 members 
Mstep: Class 37 contains 38420 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43185 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43121 members 
Mstep: Class 44 contains 51178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433808.000000 Penalty: 152010.671875
Iteration 334Q: 45 clusters Score -1.964338e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15380 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 47585 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16356 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 40295 members 
Mstep: Class 9 contains 48245 members 
Mstep: Class 10 contains 50288 members 
Mstep: Class 11 contains 15848 members 
Mstep: Class 12 contains 47926 members 
Mstep: Class 13 contains 41751 members 
Mstep: Class 14 contains 38571 members 
Mstep: Class 15 contains 45060 members 
Mstep: Class 16 contains 35926 members 
Mstep: Class 17 contains 18350 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6451 members 
Mstep: Class 22 contains 13306 members 
Mstep: Class 23 contains 44296 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 8598 members 
Mstep: Class 27 contains 46574 members 
Mstep: Class 28 contains 40996 members 
Mstep: Class 29 contains 41468 members 
Mstep: Class 30 contains 32782 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34613 members 
Mstep: Class 33 contains 44931 members 
Mstep: Class 34 contains 43171 members 
Mstep: Class 35 contains 43048 members 
Mstep: Class 36 contains 8235 members 
Mstep: Class 37 contains 38410 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43189 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43122 members 
Mstep: Class 44 contains 50752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433872.000000 Penalty: 152010.671875
Iteration 335Q: 45 clusters Score -1.964339e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15382 members 
Mstep: Class 3 contains 16394 members 
Mstep: Class 4 contains 47580 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 40291 members 
Mstep: Class 9 contains 48272 members 
Mstep: Class 10 contains 50290 members 
Mstep: Class 11 contains 15480 members 
Mstep: Class 12 contains 47922 members 
Mstep: Class 13 contains 42883 members 
Mstep: Class 14 contains 38601 members 
Mstep: Class 15 contains 45076 members 
Mstep: Class 16 contains 35927 members 
Mstep: Class 17 contains 18349 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 44305 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36704 members 
Mstep: Class 26 contains 8605 members 
Mstep: Class 27 contains 46574 members 
Mstep: Class 28 contains 41018 members 
Mstep: Class 29 contains 41479 members 
Mstep: Class 30 contains 32248 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34761 members 
Mstep: Class 33 contains 44891 members 
Mstep: Class 34 contains 43162 members 
Mstep: Class 35 contains 43064 members 
Mstep: Class 36 contains 8235 members 
Mstep: Class 37 contains 38402 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43190 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43120 members 
Mstep: Class 44 contains 50228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434128.000000 Penalty: 152010.671875
Iteration 336Q: 45 clusters Score -1.964341e+08 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 47577 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6337 members 
Mstep: Class 8 contains 40293 members 
Mstep: Class 9 contains 48293 members 
Mstep: Class 10 contains 50288 members 
Mstep: Class 11 contains 15138 members 
Mstep: Class 12 contains 47925 members 
Mstep: Class 13 contains 43957 members 
Mstep: Class 14 contains 38627 members 
Mstep: Class 15 contains 45075 members 
Mstep: Class 16 contains 35928 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 44317 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36770 members 
Mstep: Class 26 contains 8605 members 
Mstep: Class 27 contains 46575 members 
Mstep: Class 28 contains 41050 members 
Mstep: Class 29 contains 41485 members 
Mstep: Class 30 contains 31712 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 34983 members 
Mstep: Class 33 contains 44840 members 
Mstep: Class 34 contains 43171 members 
Mstep: Class 35 contains 43070 members 
Mstep: Class 36 contains 8239 members 
Mstep: Class 37 contains 38396 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43194 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43119 members 
Mstep: Class 44 contains 49670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434512.000000 Penalty: 152010.671875
Iteration 337Q: 45 clusters Score -1.964345e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15381 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 47578 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 40293 members 
Mstep: Class 9 contains 48323 members 
Mstep: Class 10 contains 50295 members 
Mstep: Class 11 contains 14829 members 
Mstep: Class 12 contains 47933 members 
Mstep: Class 13 contains 44928 members 
Mstep: Class 14 contains 38651 members 
Mstep: Class 15 contains 45096 members 
Mstep: Class 16 contains 35926 members 
Mstep: Class 17 contains 18350 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 44331 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36812 members 
Mstep: Class 26 contains 8612 members 
Mstep: Class 27 contains 46574 members 
Mstep: Class 28 contains 41083 members 
Mstep: Class 29 contains 41494 members 
Mstep: Class 30 contains 31222 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 35169 members 
Mstep: Class 33 contains 44774 members 
Mstep: Class 34 contains 43183 members 
Mstep: Class 35 contains 43063 members 
Mstep: Class 36 contains 8243 members 
Mstep: Class 37 contains 38389 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43189 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43114 members 
Mstep: Class 44 contains 49205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196434064.000000 Penalty: 152010.671875
Iteration 338Q: 45 clusters Score -1.964341e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 47578 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 6307 members 
Mstep: Class 8 contains 40289 members 
Mstep: Class 9 contains 48357 members 
Mstep: Class 10 contains 50296 members 
Mstep: Class 11 contains 14549 members 
Mstep: Class 12 contains 47928 members 
Mstep: Class 13 contains 45763 members 
Mstep: Class 14 contains 38675 members 
Mstep: Class 15 contains 45093 members 
Mstep: Class 16 contains 35929 members 
Mstep: Class 17 contains 18345 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44337 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36857 members 
Mstep: Class 26 contains 8618 members 
Mstep: Class 27 contains 46573 members 
Mstep: Class 28 contains 41105 members 
Mstep: Class 29 contains 41502 members 
Mstep: Class 30 contains 30752 members 
Mstep: Class 31 contains 6061 members 
Mstep: Class 32 contains 35259 members 
Mstep: Class 33 contains 44748 members 
Mstep: Class 34 contains 43203 members 
Mstep: Class 35 contains 43056 members 
Mstep: Class 36 contains 8244 members 
Mstep: Class 37 contains 38382 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43195 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43116 members 
Mstep: Class 44 contains 48921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433568.000000 Penalty: 152010.671875
Iteration 339Q: 45 clusters Score -1.964336e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 16394 members 
Mstep: Class 4 contains 47581 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6299 members 
Mstep: Class 8 contains 40291 members 
Mstep: Class 9 contains 48374 members 
Mstep: Class 10 contains 50303 members 
Mstep: Class 11 contains 14302 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 46582 members 
Mstep: Class 14 contains 38701 members 
Mstep: Class 15 contains 45102 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 18338 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6452 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44346 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36906 members 
Mstep: Class 26 contains 8610 members 
Mstep: Class 27 contains 46572 members 
Mstep: Class 28 contains 41107 members 
Mstep: Class 29 contains 41516 members 
Mstep: Class 30 contains 30323 members 
Mstep: Class 31 contains 6062 members 
Mstep: Class 32 contains 35282 members 
Mstep: Class 33 contains 44726 members 
Mstep: Class 34 contains 43205 members 
Mstep: Class 35 contains 43070 members 
Mstep: Class 36 contains 8254 members 
Mstep: Class 37 contains 38375 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43199 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43107 members 
Mstep: Class 44 contains 48643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433728.000000 Penalty: 152010.671875
Iteration 340F: 45 clusters Score -1.964337e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 16394 members 
Mstep: Class 4 contains 47579 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6305 members 
Mstep: Class 8 contains 40289 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 50298 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 47918 members 
Mstep: Class 13 contains 47270 members 
Mstep: Class 14 contains 38721 members 
Mstep: Class 15 contains 45098 members 
Mstep: Class 16 contains 35931 members 
Mstep: Class 17 contains 18334 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44343 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36925 members 
Mstep: Class 26 contains 8599 members 
Mstep: Class 27 contains 46570 members 
Mstep: Class 28 contains 41114 members 
Mstep: Class 29 contains 41534 members 
Mstep: Class 30 contains 29918 members 
Mstep: Class 31 contains 6062 members 
Mstep: Class 32 contains 35252 members 
Mstep: Class 33 contains 44716 members 
Mstep: Class 34 contains 43238 members 
Mstep: Class 35 contains 43067 members 
Mstep: Class 36 contains 8250 members 
Mstep: Class 37 contains 38374 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43204 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43110 members 
Mstep: Class 44 contains 48538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433472.000000 Penalty: 152010.671875
Iteration 341Q: 45 clusters Score -1.964335e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 47570 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16341 members 
Mstep: Class 7 contains 6305 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 50301 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 47907 members 
Mstep: Class 13 contains 47922 members 
Mstep: Class 14 contains 38761 members 
Mstep: Class 15 contains 45103 members 
Mstep: Class 16 contains 35926 members 
Mstep: Class 17 contains 18332 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6455 members 
Mstep: Class 22 contains 13328 members 
Mstep: Class 23 contains 44356 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36953 members 
Mstep: Class 26 contains 8587 members 
Mstep: Class 27 contains 46570 members 
Mstep: Class 28 contains 41129 members 
Mstep: Class 29 contains 41550 members 
Mstep: Class 30 contains 29497 members 
Mstep: Class 31 contains 6063 members 
Mstep: Class 32 contains 35219 members 
Mstep: Class 33 contains 44704 members 
Mstep: Class 34 contains 43270 members 
Mstep: Class 35 contains 43065 members 
Mstep: Class 36 contains 8251 members 
Mstep: Class 37 contains 38366 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1144 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43101 members 
Mstep: Class 44 contains 48465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433536.000000 Penalty: 152010.671875
Iteration 342Q: 45 clusters Score -1.964335e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 47568 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 6308 members 
Mstep: Class 8 contains 40281 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 50300 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 38778 members 
Mstep: Class 15 contains 45102 members 
Mstep: Class 16 contains 35926 members 
Mstep: Class 17 contains 18329 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 13331 members 
Mstep: Class 23 contains 44366 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 36993 members 
Mstep: Class 26 contains 8581 members 
Mstep: Class 27 contains 46568 members 
Mstep: Class 28 contains 41146 members 
Mstep: Class 29 contains 41557 members 
Mstep: Class 30 contains 29133 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 35174 members 
Mstep: Class 33 contains 44702 members 
Mstep: Class 34 contains 43280 members 
Mstep: Class 35 contains 43065 members 
Mstep: Class 36 contains 8259 members 
Mstep: Class 37 contains 38365 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43207 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43092 members 
Mstep: Class 44 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433376.000000 Penalty: 152010.671875
Iteration 343Q: 45 clusters Score -1.964334e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16394 members 
Mstep: Class 4 contains 47567 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16341 members 
Mstep: Class 7 contains 6318 members 
Mstep: Class 8 contains 40280 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 50301 members 
Mstep: Class 11 contains 13479 members 
Mstep: Class 12 contains 47896 members 
Mstep: Class 13 contains 49064 members 
Mstep: Class 14 contains 38791 members 
Mstep: Class 15 contains 45099 members 
Mstep: Class 16 contains 35926 members 
Mstep: Class 17 contains 18324 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 13336 members 
Mstep: Class 23 contains 44365 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37039 members 
Mstep: Class 26 contains 8585 members 
Mstep: Class 27 contains 46566 members 
Mstep: Class 28 contains 41169 members 
Mstep: Class 29 contains 41556 members 
Mstep: Class 30 contains 28759 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 35107 members 
Mstep: Class 33 contains 44678 members 
Mstep: Class 34 contains 43293 members 
Mstep: Class 35 contains 43075 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 38361 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43201 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43096 members 
Mstep: Class 44 contains 48404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433168.000000 Penalty: 152010.671875
Iteration 344Q: 45 clusters Score -1.964332e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 48406 members 
Mstep: Class 10 contains 50314 members 
Mstep: Class 11 contains 13263 members 
Mstep: Class 12 contains 47887 members 
Mstep: Class 13 contains 49624 members 
Mstep: Class 14 contains 38813 members 
Mstep: Class 15 contains 45099 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 18319 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6459 members 
Mstep: Class 22 contains 13334 members 
Mstep: Class 23 contains 44375 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37078 members 
Mstep: Class 26 contains 8587 members 
Mstep: Class 27 contains 46566 members 
Mstep: Class 28 contains 41193 members 
Mstep: Class 29 contains 41563 members 
Mstep: Class 30 contains 28383 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 35024 members 
Mstep: Class 33 contains 44652 members 
Mstep: Class 34 contains 43285 members 
Mstep: Class 35 contains 43084 members 
Mstep: Class 36 contains 8272 members 
Mstep: Class 37 contains 38361 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43198 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43103 members 
Mstep: Class 44 contains 48412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433104.000000 Penalty: 152010.671875
Iteration 345Q: 45 clusters Score -1.964331e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 47556 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 40281 members 
Mstep: Class 9 contains 48429 members 
Mstep: Class 10 contains 50316 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 47891 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 38836 members 
Mstep: Class 15 contains 45103 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18307 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6459 members 
Mstep: Class 22 contains 13333 members 
Mstep: Class 23 contains 44379 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37143 members 
Mstep: Class 26 contains 8584 members 
Mstep: Class 27 contains 46567 members 
Mstep: Class 28 contains 41200 members 
Mstep: Class 29 contains 41580 members 
Mstep: Class 30 contains 28035 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 34955 members 
Mstep: Class 33 contains 44628 members 
Mstep: Class 34 contains 43265 members 
Mstep: Class 35 contains 43094 members 
Mstep: Class 36 contains 8282 members 
Mstep: Class 37 contains 38359 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43192 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43111 members 
Mstep: Class 44 contains 48430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196433200.000000 Penalty: 152010.671875
Iteration 346Q: 45 clusters Score -1.964332e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 6321 members 
Mstep: Class 8 contains 40285 members 
Mstep: Class 9 contains 48447 members 
Mstep: Class 10 contains 50322 members 
Mstep: Class 11 contains 12879 members 
Mstep: Class 12 contains 47890 members 
Mstep: Class 13 contains 50566 members 
Mstep: Class 14 contains 38868 members 
Mstep: Class 15 contains 45109 members 
Mstep: Class 16 contains 35924 members 
Mstep: Class 17 contains 18297 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 13333 members 
Mstep: Class 23 contains 44381 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37206 members 
Mstep: Class 26 contains 8580 members 
Mstep: Class 27 contains 46563 members 
Mstep: Class 28 contains 41210 members 
Mstep: Class 29 contains 41583 members 
Mstep: Class 30 contains 27700 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 34905 members 
Mstep: Class 33 contains 44609 members 
Mstep: Class 34 contains 43246 members 
Mstep: Class 35 contains 43097 members 
Mstep: Class 36 contains 8283 members 
Mstep: Class 37 contains 38353 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43124 members 
Mstep: Class 44 contains 48467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432704.000000 Penalty: 152010.671875
Iteration 347Q: 45 clusters Score -1.964327e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 47555 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 8 contains 40286 members 
Mstep: Class 9 contains 48458 members 
Mstep: Class 10 contains 50334 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 47894 members 
Mstep: Class 13 contains 50976 members 
Mstep: Class 14 contains 38877 members 
Mstep: Class 15 contains 45123 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 18291 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 13329 members 
Mstep: Class 23 contains 44381 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37262 members 
Mstep: Class 26 contains 8574 members 
Mstep: Class 27 contains 46560 members 
Mstep: Class 28 contains 41206 members 
Mstep: Class 29 contains 41574 members 
Mstep: Class 30 contains 27389 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 34876 members 
Mstep: Class 33 contains 44606 members 
Mstep: Class 34 contains 43240 members 
Mstep: Class 35 contains 43097 members 
Mstep: Class 36 contains 8293 members 
Mstep: Class 37 contains 38346 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43184 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43125 members 
Mstep: Class 44 contains 48529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432480.000000 Penalty: 152010.671875
Iteration 348Q: 45 clusters Score -1.964325e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 16404 members 
Mstep: Class 4 contains 47552 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16345 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 40290 members 
Mstep: Class 9 contains 48467 members 
Mstep: Class 10 contains 50340 members 
Mstep: Class 11 contains 12470 members 
Mstep: Class 12 contains 47895 members 
Mstep: Class 13 contains 51363 members 
Mstep: Class 14 contains 38907 members 
Mstep: Class 15 contains 45125 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 18290 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 13327 members 
Mstep: Class 23 contains 44378 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37283 members 
Mstep: Class 26 contains 8568 members 
Mstep: Class 27 contains 46559 members 
Mstep: Class 28 contains 41205 members 
Mstep: Class 29 contains 41582 members 
Mstep: Class 30 contains 27069 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 34853 members 
Mstep: Class 33 contains 44610 members 
Mstep: Class 34 contains 43248 members 
Mstep: Class 35 contains 43101 members 
Mstep: Class 36 contains 8294 members 
Mstep: Class 37 contains 38343 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43185 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43128 members 
Mstep: Class 44 contains 48602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432208.000000 Penalty: 152010.671875
Iteration 349Q: 45 clusters Score -1.964322e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 47558 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 8 contains 40289 members 
Mstep: Class 9 contains 48475 members 
Mstep: Class 10 contains 50344 members 
Mstep: Class 11 contains 12287 members 
Mstep: Class 12 contains 47889 members 
Mstep: Class 13 contains 51722 members 
Mstep: Class 14 contains 38928 members 
Mstep: Class 15 contains 45128 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44382 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37309 members 
Mstep: Class 26 contains 8569 members 
Mstep: Class 27 contains 46558 members 
Mstep: Class 28 contains 41216 members 
Mstep: Class 29 contains 41576 members 
Mstep: Class 30 contains 26713 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 34844 members 
Mstep: Class 33 contains 44625 members 
Mstep: Class 34 contains 43237 members 
Mstep: Class 35 contains 43103 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 38339 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43131 members 
Mstep: Class 44 contains 48710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431792.000000 Penalty: 152010.671875
Iteration 350Q: 45 clusters Score -1.964318e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15385 members 
Mstep: Class 3 contains 16408 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 40292 members 
Mstep: Class 9 contains 48485 members 
Mstep: Class 10 contains 50350 members 
Mstep: Class 11 contains 12076 members 
Mstep: Class 12 contains 47894 members 
Mstep: Class 13 contains 52105 members 
Mstep: Class 14 contains 38956 members 
Mstep: Class 15 contains 45125 members 
Mstep: Class 16 contains 35920 members 
Mstep: Class 17 contains 18297 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6459 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 44386 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37344 members 
Mstep: Class 26 contains 8569 members 
Mstep: Class 27 contains 46556 members 
Mstep: Class 28 contains 41223 members 
Mstep: Class 29 contains 41573 members 
Mstep: Class 30 contains 26347 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 34848 members 
Mstep: Class 33 contains 44638 members 
Mstep: Class 34 contains 43239 members 
Mstep: Class 35 contains 43111 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 38338 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43180 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43134 members 
Mstep: Class 44 contains 48775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431216.000000 Penalty: 152010.671875
Iteration 351Q: 45 clusters Score -1.964312e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 16409 members 
Mstep: Class 4 contains 47544 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6337 members 
Mstep: Class 8 contains 40292 members 
Mstep: Class 9 contains 48494 members 
Mstep: Class 10 contains 50350 members 
Mstep: Class 11 contains 11870 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 52489 members 
Mstep: Class 14 contains 38999 members 
Mstep: Class 15 contains 45123 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 18298 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6462 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 44388 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37379 members 
Mstep: Class 26 contains 8575 members 
Mstep: Class 27 contains 46555 members 
Mstep: Class 28 contains 41233 members 
Mstep: Class 29 contains 41576 members 
Mstep: Class 30 contains 25996 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 34849 members 
Mstep: Class 33 contains 44634 members 
Mstep: Class 34 contains 43237 members 
Mstep: Class 35 contains 43118 members 
Mstep: Class 36 contains 8312 members 
Mstep: Class 37 contains 38335 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43171 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43145 members 
Mstep: Class 44 contains 48825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431424.000000 Penalty: 152010.671875
Iteration 352Q: 45 clusters Score -1.964314e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 16409 members 
Mstep: Class 4 contains 47546 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 40292 members 
Mstep: Class 9 contains 48506 members 
Mstep: Class 10 contains 50352 members 
Mstep: Class 11 contains 11666 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 52878 members 
Mstep: Class 14 contains 39035 members 
Mstep: Class 15 contains 45121 members 
Mstep: Class 16 contains 35922 members 
Mstep: Class 17 contains 18296 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6461 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 44396 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37408 members 
Mstep: Class 26 contains 8574 members 
Mstep: Class 27 contains 46553 members 
Mstep: Class 28 contains 41233 members 
Mstep: Class 29 contains 41582 members 
Mstep: Class 30 contains 25622 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 34857 members 
Mstep: Class 33 contains 44658 members 
Mstep: Class 34 contains 43227 members 
Mstep: Class 35 contains 43123 members 
Mstep: Class 36 contains 8318 members 
Mstep: Class 37 contains 38336 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43167 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43152 members 
Mstep: Class 44 contains 48881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431184.000000 Penalty: 152010.671875
Iteration 353Q: 45 clusters Score -1.964312e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16409 members 
Mstep: Class 4 contains 47549 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16349 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 40291 members 
Mstep: Class 9 contains 48516 members 
Mstep: Class 10 contains 50357 members 
Mstep: Class 11 contains 11468 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 53212 members 
Mstep: Class 14 contains 39064 members 
Mstep: Class 15 contains 45122 members 
Mstep: Class 16 contains 35919 members 
Mstep: Class 17 contains 18294 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6462 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 44407 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37447 members 
Mstep: Class 26 contains 8575 members 
Mstep: Class 27 contains 46552 members 
Mstep: Class 28 contains 41244 members 
Mstep: Class 29 contains 41593 members 
Mstep: Class 30 contains 25246 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 34883 members 
Mstep: Class 33 contains 44672 members 
Mstep: Class 34 contains 43210 members 
Mstep: Class 35 contains 43131 members 
Mstep: Class 36 contains 8320 members 
Mstep: Class 37 contains 38334 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43163 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43153 members 
Mstep: Class 44 contains 48959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430912.000000 Penalty: 152010.671875
Iteration 354Q: 45 clusters Score -1.964309e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16411 members 
Mstep: Class 4 contains 47549 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16349 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 48519 members 
Mstep: Class 10 contains 50357 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 53552 members 
Mstep: Class 14 contains 39104 members 
Mstep: Class 15 contains 45123 members 
Mstep: Class 16 contains 35918 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 44408 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37501 members 
Mstep: Class 26 contains 8575 members 
Mstep: Class 27 contains 46550 members 
Mstep: Class 28 contains 41246 members 
Mstep: Class 29 contains 41599 members 
Mstep: Class 30 contains 24832 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 34921 members 
Mstep: Class 33 contains 44682 members 
Mstep: Class 34 contains 43203 members 
Mstep: Class 35 contains 43136 members 
Mstep: Class 36 contains 8326 members 
Mstep: Class 37 contains 38334 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43166 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43152 members 
Mstep: Class 44 contains 49070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430592.000000 Penalty: 152010.671875
Iteration 355Q: 45 clusters Score -1.964306e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16414 members 
Mstep: Class 4 contains 47546 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 40288 members 
Mstep: Class 9 contains 48539 members 
Mstep: Class 10 contains 50366 members 
Mstep: Class 11 contains 11075 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 53877 members 
Mstep: Class 14 contains 39132 members 
Mstep: Class 15 contains 45116 members 
Mstep: Class 16 contains 35919 members 
Mstep: Class 17 contains 18288 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 44407 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37522 members 
Mstep: Class 26 contains 8576 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41255 members 
Mstep: Class 29 contains 41606 members 
Mstep: Class 30 contains 24453 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 34985 members 
Mstep: Class 33 contains 44698 members 
Mstep: Class 34 contains 43201 members 
Mstep: Class 35 contains 43148 members 
Mstep: Class 36 contains 8333 members 
Mstep: Class 37 contains 38330 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43169 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43154 members 
Mstep: Class 44 contains 49117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430256.000000 Penalty: 152010.671875
Iteration 356Q: 45 clusters Score -1.964303e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6392 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 48554 members 
Mstep: Class 10 contains 50376 members 
Mstep: Class 11 contains 10880 members 
Mstep: Class 12 contains 47904 members 
Mstep: Class 13 contains 54187 members 
Mstep: Class 14 contains 39176 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 35920 members 
Mstep: Class 17 contains 18291 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 44409 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37555 members 
Mstep: Class 26 contains 8581 members 
Mstep: Class 27 contains 46548 members 
Mstep: Class 28 contains 41256 members 
Mstep: Class 29 contains 41615 members 
Mstep: Class 30 contains 24067 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35090 members 
Mstep: Class 33 contains 44705 members 
Mstep: Class 34 contains 43208 members 
Mstep: Class 35 contains 43157 members 
Mstep: Class 36 contains 8330 members 
Mstep: Class 37 contains 38329 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43176 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43155 members 
Mstep: Class 44 contains 49141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430080.000000 Penalty: 152010.671875
Iteration 357Q: 45 clusters Score -1.964301e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 6397 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 48572 members 
Mstep: Class 10 contains 50382 members 
Mstep: Class 11 contains 10678 members 
Mstep: Class 12 contains 47896 members 
Mstep: Class 13 contains 54496 members 
Mstep: Class 14 contains 39229 members 
Mstep: Class 15 contains 45108 members 
Mstep: Class 16 contains 35923 members 
Mstep: Class 17 contains 18289 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44412 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37593 members 
Mstep: Class 26 contains 8586 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41260 members 
Mstep: Class 29 contains 41622 members 
Mstep: Class 30 contains 23670 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35203 members 
Mstep: Class 33 contains 44736 members 
Mstep: Class 34 contains 43210 members 
Mstep: Class 35 contains 43155 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38331 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43178 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43167 members 
Mstep: Class 44 contains 49149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429920.000000 Penalty: 152010.671875
Iteration 358Q: 45 clusters Score -1.964299e+08 nChanged 1670
Entering ConstructFrom: 
Score: -196429920.000000 Penalty: 152010.671875
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 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 425 members 
Entering Unmasked Estep 
Score: -99946.703125 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -99946.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100443.640625 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100443.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100709.312500 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100709.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100933.343750 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -100933.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101113.406250 Penalty: 3341.535645
	Iteration 4F: 3 clusters Score -101113.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101197.039062 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -101197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101275.820312 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -101275.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101335.687500 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -101335.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101380.625000 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -101380.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101420.718750 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101420.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101457.335938 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101457.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101512.218750 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101542.796875 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -101542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101581.492188 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -101581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101607.210938 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -101607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101647.554688 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -101647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101676.757812 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -101676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101705.304688 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -101705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101747.117188 Penalty: 3341.535645
	Iteration 18Q: 3 clusters Score -101747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101795.468750 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -101795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101882.203125 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -101882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101941.414062 Penalty: 3341.535645
	Iteration 21Q: 3 clusters Score -101941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101975.000000 Penalty: 3341.535645
	Iteration 22Q: 3 clusters Score -101975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101992.656250 Penalty: 3341.535645
	Iteration 23Q: 3 clusters Score -101992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102004.000000 Penalty: 3341.535645
	Iteration 24Q: 3 clusters Score -102004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102016.851562 Penalty: 3341.535645
	Iteration 25Q: 3 clusters Score -102016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102019.851562 Penalty: 3341.535645
	Iteration 26Q: 3 clusters Score -102019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102022.414062 Penalty: 3341.535645
	Iteration 27Q: 3 clusters Score -102022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102024.390625 Penalty: 3341.535645
	Iteration 28Q: 3 clusters Score -102024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102025.804688 Penalty: 3341.535645
	Iteration 29Q: 3 clusters Score -102025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102025.804688 Penalty: 3341.535645
	Iteration 30F: 3 clusters Score -102025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 48590 members 
Mstep: Class 10 contains 50386 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 47892 members 
Mstep: Class 13 contains 54800 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44406 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37652 members 
Mstep: Class 26 contains 8588 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41262 members 
Mstep: Class 29 contains 41629 members 
Mstep: Class 30 contains 23261 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35320 members 
Mstep: Class 33 contains 44763 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43150 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38327 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43175 members 
Mstep: Class 44 contains 49118 members 
Mstep: Class 45 contains 480 members 
Entering Unmasked Estep 
Score: -196428064.000000 Penalty: 155465.468750
Splitting cluster 1 changes total score from -196429920.000000 to -196428064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Entering Unmasked Estep 
Score: -2730646.250000 Penalty: 2391.133789
	Iteration 0F: 2 clusters Score -2730646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2719439.250000 Penalty: 4782.267578
	Iteration 0F: 3 clusters Score -2719439 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2723059.750000 Penalty: 4782.267578
	Iteration 1F: 3 clusters Score -2723060 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2723479.500000 Penalty: 4782.267578
	Iteration 2F: 3 clusters Score -2723480 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2723751.750000 Penalty: 4782.267578
	Iteration 3Q: 3 clusters Score -2723752 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2723944.000000 Penalty: 4782.267578
	Iteration 4Q: 3 clusters Score -2723944 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2724096.750000 Penalty: 4782.267578
	Iteration 5Q: 3 clusters Score -2724097 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2724258.750000 Penalty: 4782.267578
	Iteration 6Q: 3 clusters Score -2724259 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2724386.250000 Penalty: 4782.267578
	Iteration 7Q: 3 clusters Score -2724386 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2724541.750000 Penalty: 4782.267578
	Iteration 8Q: 3 clusters Score -2724542 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2724731.250000 Penalty: 4782.267578
	Iteration 9Q: 3 clusters Score -2724731 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2724962.750000 Penalty: 4782.267578
	Iteration 10Q: 3 clusters Score -2724963 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2725281.000000 Penalty: 4782.267578
	Iteration 11Q: 3 clusters Score -2725281 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2725676.500000 Penalty: 4782.267578
	Iteration 12Q: 3 clusters Score -2725676 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2726141.250000 Penalty: 4782.267578
	Iteration 13Q: 3 clusters Score -2726141 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2726605.500000 Penalty: 4782.267578
	Iteration 14Q: 3 clusters Score -2726606 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2727057.250000 Penalty: 4782.267578
	Iteration 15Q: 3 clusters Score -2727057 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2727419.250000 Penalty: 4782.267578
	Iteration 16Q: 3 clusters Score -2727419 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2727727.250000 Penalty: 4782.267578
	Iteration 17Q: 3 clusters Score -2727727 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2727933.250000 Penalty: 4782.267578
	Iteration 18Q: 3 clusters Score -2727933 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2728158.250000 Penalty: 4782.267578
	Iteration 19Q: 3 clusters Score -2728158 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2728331.500000 Penalty: 4782.267578
	Iteration 20F: 3 clusters Score -2728332 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2728458.000000 Penalty: 4782.267578
	Iteration 21Q: 3 clusters Score -2728458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2728566.000000 Penalty: 4782.267578
	Iteration 22Q: 3 clusters Score -2728566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2728631.000000 Penalty: 4782.267578
	Iteration 23Q: 3 clusters Score -2728631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2728673.250000 Penalty: 4782.267578
	Iteration 24Q: 3 clusters Score -2728673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2728711.750000 Penalty: 4782.267578
	Iteration 25Q: 3 clusters Score -2728712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2728730.000000 Penalty: 4782.267578
	Iteration 26Q: 3 clusters Score -2728730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2728752.500000 Penalty: 4782.267578
	Iteration 27Q: 3 clusters Score -2728752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2728759.750000 Penalty: 4782.267578
	Iteration 28Q: 3 clusters Score -2728760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2728771.250000 Penalty: 4782.267578
	Iteration 29Q: 3 clusters Score -2728771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2728778.000000 Penalty: 4782.267578
	Iteration 30Q: 3 clusters Score -2728778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2728785.750000 Penalty: 4782.267578
	Iteration 31Q: 3 clusters Score -2728786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2728793.750000 Penalty: 4782.267578
	Iteration 32Q: 3 clusters Score -2728794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2728796.750000 Penalty: 4782.267578
	Iteration 33Q: 3 clusters Score -2728797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2728804.250000 Penalty: 4782.267578
	Iteration 34Q: 3 clusters Score -2728804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2728809.000000 Penalty: 4782.267578
	Iteration 35Q: 3 clusters Score -2728809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2728815.000000 Penalty: 4782.267578
	Iteration 36Q: 3 clusters Score -2728815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2728824.750000 Penalty: 4782.267578
	Iteration 37Q: 3 clusters Score -2728825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2728823.250000 Penalty: 4782.267578
	Iteration 38Q: 3 clusters Score -2728823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2728824.250000 Penalty: 4782.267578
	Iteration 39Q: 3 clusters Score -2728824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2728824.250000 Penalty: 4782.267578
	Iteration 40F: 3 clusters Score -2728824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -2887600.750000 Penalty: 2407.136230
	Iteration 0F: 2 clusters Score -2887601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2875801.250000 Penalty: 4814.272461
	Iteration 0F: 3 clusters Score -2875801 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2879547.750000 Penalty: 4814.272461
	Iteration 1F: 3 clusters Score -2879548 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2879910.750000 Penalty: 4814.272461
	Iteration 2F: 3 clusters Score -2879911 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2880190.750000 Penalty: 4814.272461
	Iteration 3Q: 3 clusters Score -2880191 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2880457.750000 Penalty: 4814.272461
	Iteration 4Q: 3 clusters Score -2880458 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2880723.750000 Penalty: 4814.272461
	Iteration 5Q: 3 clusters Score -2880724 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2880982.000000 Penalty: 4814.272461
	Iteration 6Q: 3 clusters Score -2880982 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2881320.000000 Penalty: 4814.272461
	Iteration 7Q: 3 clusters Score -2881320 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2881746.500000 Penalty: 4814.272461
	Iteration 8Q: 3 clusters Score -2881746 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2882232.500000 Penalty: 4814.272461
	Iteration 9Q: 3 clusters Score -2882232 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2882767.750000 Penalty: 4814.272461
	Iteration 10F: 3 clusters Score -2882768 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2883264.250000 Penalty: 4814.272461
	Iteration 11Q: 3 clusters Score -2883264 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2883762.250000 Penalty: 4814.272461
	Iteration 12Q: 3 clusters Score -2883762 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2884193.500000 Penalty: 4814.272461
	Iteration 13Q: 3 clusters Score -2884194 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2884598.250000 Penalty: 4814.272461
	Iteration 14Q: 3 clusters Score -2884598 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2884944.750000 Penalty: 4814.272461
	Iteration 15Q: 3 clusters Score -2884945 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2885196.750000 Penalty: 4814.272461
	Iteration 16Q: 3 clusters Score -2885197 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2885370.500000 Penalty: 4814.272461
	Iteration 17Q: 3 clusters Score -2885370 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2885466.250000 Penalty: 4814.272461
	Iteration 18Q: 3 clusters Score -2885466 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2885529.500000 Penalty: 4814.272461
	Iteration 19Q: 3 clusters Score -2885530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2885581.250000 Penalty: 4814.272461
	Iteration 20F: 3 clusters Score -2885581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2885620.000000 Penalty: 4814.272461
	Iteration 21Q: 3 clusters Score -2885620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2885651.750000 Penalty: 4814.272461
	Iteration 22Q: 3 clusters Score -2885652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2885678.750000 Penalty: 4814.272461
	Iteration 23Q: 3 clusters Score -2885679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2885693.500000 Penalty: 4814.272461
	Iteration 24Q: 3 clusters Score -2885694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2885706.500000 Penalty: 4814.272461
	Iteration 25Q: 3 clusters Score -2885706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2885723.250000 Penalty: 4814.272461
	Iteration 26Q: 3 clusters Score -2885723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2885729.250000 Penalty: 4814.272461
	Iteration 27Q: 3 clusters Score -2885729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2885732.250000 Penalty: 4814.272461
	Iteration 28Q: 3 clusters Score -2885732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2885738.250000 Penalty: 4814.272461
	Iteration 29Q: 3 clusters Score -2885738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2885743.000000 Penalty: 4814.272461
	Iteration 30Q: 3 clusters Score -2885743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2885749.000000 Penalty: 4814.272461
	Iteration 31Q: 3 clusters Score -2885749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2885748.750000 Penalty: 4814.272461
	Iteration 32Q: 3 clusters Score -2885749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2885749.000000 Penalty: 4814.272461
	Iteration 33Q: 3 clusters Score -2885749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2885748.500000 Penalty: 4814.272461
	Iteration 34Q: 3 clusters Score -2885748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2885748.500000 Penalty: 4814.272461
	Iteration 35F: 3 clusters Score -2885748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Entering Unmasked Estep 
Score: -8581356.000000 Penalty: 2670.798340
	Iteration 0F: 2 clusters Score -8581356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -8551333.000000 Penalty: 5341.596680
	Iteration 0F: 3 clusters Score -8551333 nChanged 21974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -8563328.000000 Penalty: 5341.596680
	Iteration 1F: 3 clusters Score -8563328 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8563749.000000 Penalty: 5341.596680
	Iteration 2Q: 3 clusters Score -8563749 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -8564173.000000 Penalty: 5341.596680
	Iteration 3Q: 3 clusters Score -8564173 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -8564422.000000 Penalty: 5341.596680
	Iteration 4Q: 3 clusters Score -8564422 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -8564674.000000 Penalty: 5341.596680
	Iteration 5Q: 3 clusters Score -8564674 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -8564931.000000 Penalty: 5341.596680
	Iteration 6Q: 3 clusters Score -8564931 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -8565365.000000 Penalty: 5341.596680
	Iteration 7Q: 3 clusters Score -8565365 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -8565931.000000 Penalty: 5341.596680
	Iteration 8Q: 3 clusters Score -8565931 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -8567045.000000 Penalty: 5341.596680
	Iteration 9Q: 3 clusters Score -8567045 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -8568957.000000 Penalty: 5341.596680
	Iteration 10F: 3 clusters Score -8568957 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -8571717.000000 Penalty: 5341.596680
	Iteration 11F: 3 clusters Score -8571717 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -8574783.000000 Penalty: 5341.596680
	Iteration 12F: 3 clusters Score -8574783 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8576913.000000 Penalty: 5341.596680
	Iteration 13F: 3 clusters Score -8576913 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8578077.000000 Penalty: 5341.596680
	Iteration 14Q: 3 clusters Score -8578077 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8578655.000000 Penalty: 5341.596680
	Iteration 15Q: 3 clusters Score -8578655 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8578835.000000 Penalty: 5341.596680
	Iteration 16Q: 3 clusters Score -8578835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8578943.000000 Penalty: 5341.596680
	Iteration 17Q: 3 clusters Score -8578943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8579007.000000 Penalty: 5341.596680
	Iteration 18Q: 3 clusters Score -8579007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8579057.000000 Penalty: 5341.596680
	Iteration 19Q: 3 clusters Score -8579057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8579089.000000 Penalty: 5341.596680
	Iteration 20F: 3 clusters Score -8579089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8579110.000000 Penalty: 5341.596680
	Iteration 21Q: 3 clusters Score -8579110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8579116.000000 Penalty: 5341.596680
	Iteration 22Q: 3 clusters Score -8579116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8579124.000000 Penalty: 5341.596680
	Iteration 23Q: 3 clusters Score -8579124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8579128.000000 Penalty: 5341.596680
	Iteration 24Q: 3 clusters Score -8579128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8579126.000000 Penalty: 5341.596680
	Iteration 25Q: 3 clusters Score -8579126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8579140.000000 Penalty: 5341.596680
	Iteration 26Q: 3 clusters Score -8579140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8579138.000000 Penalty: 5341.596680
	Iteration 27Q: 3 clusters Score -8579138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8579141.000000 Penalty: 5341.596680
	Iteration 28Q: 3 clusters Score -8579141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8579136.000000 Penalty: 5341.596680
	Iteration 29Q: 3 clusters Score -8579136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8579141.000000 Penalty: 5341.596680
	Iteration 30Q: 3 clusters Score -8579141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8579143.000000 Penalty: 5341.596680
	Iteration 31Q: 3 clusters Score -8579143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8579147.000000 Penalty: 5341.596680
	Iteration 32Q: 3 clusters Score -8579147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8579147.000000 Penalty: 5341.596680
	Iteration 33F: 3 clusters Score -8579147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -396187.468750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -396187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393328.968750 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -393329 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -394261.000000 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -394261 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -395044.406250 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -395044.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -395551.687500 Penalty: 3868.677490
	Iteration 3F: 3 clusters Score -395551.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -395861.406250 Penalty: 3868.677490
	Iteration 4F: 3 clusters Score -395861.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -396035.218750 Penalty: 3868.677490
	Iteration 5F: 3 clusters Score -396035.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -396123.468750 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -396123.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -396186.000000 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -396186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -396210.968750 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -396211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -396224.468750 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -396224.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -396239.687500 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -396239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -396256.281250 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -396256.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -396273.000000 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -396273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -396297.468750 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -396297.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -396327.375000 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -396327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -396350.312500 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -396350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -396365.031250 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -396365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -396376.593750 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -396376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -396380.500000 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -396380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -396383.593750 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -396383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -396389.062500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -396389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -396399.218750 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -396399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -396404.781250 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -396404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -396413.562500 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -396413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -396422.812500 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -396422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -396429.625000 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -396429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -396436.687500 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -396436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -396443.187500 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -396443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -396465.875000 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -396465.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -396486.375000 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -396486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -396517.375000 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -396517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -396555.687500 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -396555.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -396593.531250 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -396593.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -396621.937500 Penalty: 3868.677490
	Iteration 33Q: 3 clusters Score -396621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -396635.312500 Penalty: 3868.677490
	Iteration 34Q: 3 clusters Score -396635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -396644.343750 Penalty: 3868.677490
	Iteration 35Q: 3 clusters Score -396644.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -396648.062500 Penalty: 3868.677490
	Iteration 36Q: 3 clusters Score -396648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -396654.500000 Penalty: 3868.677490
	Iteration 37Q: 3 clusters Score -396654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -396656.468750 Penalty: 3868.677490
	Iteration 38Q: 3 clusters Score -396656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -396656.875000 Penalty: 3868.677490
	Iteration 39Q: 3 clusters Score -396656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -396658.500000 Penalty: 3868.677490
	Iteration 40F: 3 clusters Score -396658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -396662.218750 Penalty: 3868.677490
	Iteration 41Q: 3 clusters Score -396662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -396665.843750 Penalty: 3868.677490
	Iteration 42Q: 3 clusters Score -396665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -396667.718750 Penalty: 3868.677490
	Iteration 43Q: 3 clusters Score -396667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -396672.031250 Penalty: 3868.677490
	Iteration 44Q: 3 clusters Score -396672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -396672.562500 Penalty: 3868.677490
	Iteration 45Q: 3 clusters Score -396672.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -396672.562500 Penalty: 3868.677490
	Iteration 46F: 3 clusters Score -396672.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 1963 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 48590 members 
Mstep: Class 10 contains 50386 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 47892 members 
Mstep: Class 13 contains 54800 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44406 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37652 members 
Mstep: Class 26 contains 8588 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41262 members 
Mstep: Class 29 contains 41629 members 
Mstep: Class 30 contains 23261 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35320 members 
Mstep: Class 33 contains 44763 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43150 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38327 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43175 members 
Mstep: Class 44 contains 49118 members 
Mstep: Class 45 contains 477 members 
Entering Unmasked Estep 
Score: -196428320.000000 Penalty: 155465.468750
Splitting cluster 5 changes total score from -196429920.000000 to -196428320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Entering Unmasked Estep 
Score: -2879559.250000 Penalty: 2406.122070
	Iteration 0F: 2 clusters Score -2879559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2867897.500000 Penalty: 4812.244141
	Iteration 0F: 3 clusters Score -2867898 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2871798.750000 Penalty: 4812.244141
	Iteration 1F: 3 clusters Score -2871799 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2872309.500000 Penalty: 4812.244141
	Iteration 2F: 3 clusters Score -2872310 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2872705.500000 Penalty: 4812.244141
	Iteration 3F: 3 clusters Score -2872706 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2873076.250000 Penalty: 4812.244141
	Iteration 4Q: 3 clusters Score -2873076 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2873400.000000 Penalty: 4812.244141
	Iteration 5Q: 3 clusters Score -2873400 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2873680.750000 Penalty: 4812.244141
	Iteration 6Q: 3 clusters Score -2873681 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2873963.500000 Penalty: 4812.244141
	Iteration 7Q: 3 clusters Score -2873964 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2874283.750000 Penalty: 4812.244141
	Iteration 8Q: 3 clusters Score -2874284 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2874651.250000 Penalty: 4812.244141
	Iteration 9Q: 3 clusters Score -2874651 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2875093.250000 Penalty: 4812.244141
	Iteration 10Q: 3 clusters Score -2875093 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2875573.250000 Penalty: 4812.244141
	Iteration 11Q: 3 clusters Score -2875573 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2875997.500000 Penalty: 4812.244141
	Iteration 12Q: 3 clusters Score -2875998 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2876360.500000 Penalty: 4812.244141
	Iteration 13Q: 3 clusters Score -2876360 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2876638.000000 Penalty: 4812.244141
	Iteration 14Q: 3 clusters Score -2876638 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2876888.250000 Penalty: 4812.244141
	Iteration 15Q: 3 clusters Score -2876888 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2877066.500000 Penalty: 4812.244141
	Iteration 16Q: 3 clusters Score -2877066 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2877192.000000 Penalty: 4812.244141
	Iteration 17Q: 3 clusters Score -2877192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2877288.500000 Penalty: 4812.244141
	Iteration 18Q: 3 clusters Score -2877288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2877350.500000 Penalty: 4812.244141
	Iteration 19Q: 3 clusters Score -2877350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2877400.250000 Penalty: 4812.244141
	Iteration 20F: 3 clusters Score -2877400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2877437.250000 Penalty: 4812.244141
	Iteration 21Q: 3 clusters Score -2877437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2877462.250000 Penalty: 4812.244141
	Iteration 22Q: 3 clusters Score -2877462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2877484.250000 Penalty: 4812.244141
	Iteration 23Q: 3 clusters Score -2877484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2877502.250000 Penalty: 4812.244141
	Iteration 24Q: 3 clusters Score -2877502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2877507.500000 Penalty: 4812.244141
	Iteration 25Q: 3 clusters Score -2877508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2877513.000000 Penalty: 4812.244141
	Iteration 26Q: 3 clusters Score -2877513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2877519.500000 Penalty: 4812.244141
	Iteration 27Q: 3 clusters Score -2877520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2877527.500000 Penalty: 4812.244141
	Iteration 28Q: 3 clusters Score -2877528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2877534.000000 Penalty: 4812.244141
	Iteration 29Q: 3 clusters Score -2877534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2877538.250000 Penalty: 4812.244141
	Iteration 30Q: 3 clusters Score -2877538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2877542.000000 Penalty: 4812.244141
	Iteration 31Q: 3 clusters Score -2877542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2877545.250000 Penalty: 4812.244141
	Iteration 32Q: 3 clusters Score -2877545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2877549.250000 Penalty: 4812.244141
	Iteration 33Q: 3 clusters Score -2877549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2877550.000000 Penalty: 4812.244141
	Iteration 34Q: 3 clusters Score -2877550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2877550.000000 Penalty: 4812.244141
	Iteration 35F: 3 clusters Score -2877550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -1105192.000000 Penalty: 2173.756348
	Iteration 0F: 2 clusters Score -1105192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1099753.625000 Penalty: 4347.512695
	Iteration 0F: 3 clusters Score -1099754 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1101342.625000 Penalty: 4347.512695
	Iteration 1F: 3 clusters Score -1101343 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1101859.750000 Penalty: 4347.512695
	Iteration 2F: 3 clusters Score -1101860 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1102470.750000 Penalty: 4347.512695
	Iteration 3F: 3 clusters Score -1102471 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1103102.875000 Penalty: 4347.512695
	Iteration 4F: 3 clusters Score -1103103 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1103711.875000 Penalty: 4347.512695
	Iteration 5F: 3 clusters Score -1103712 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1104284.125000 Penalty: 4347.512695
	Iteration 6F: 3 clusters Score -1104284 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1104712.625000 Penalty: 4347.512695
	Iteration 7F: 3 clusters Score -1104713 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1104964.875000 Penalty: 4347.512695
	Iteration 8Q: 3 clusters Score -1104965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1105123.750000 Penalty: 4347.512695
	Iteration 9Q: 3 clusters Score -1105124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1105194.750000 Penalty: 4347.512695
	Iteration 10Q: 3 clusters Score -1105195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1105241.875000 Penalty: 4347.512695
	Iteration 11Q: 3 clusters Score -1105242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1105283.000000 Penalty: 4347.512695
	Iteration 12Q: 3 clusters Score -1105283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1105309.375000 Penalty: 4347.512695
	Iteration 13Q: 3 clusters Score -1105309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1105335.000000 Penalty: 4347.512695
	Iteration 14Q: 3 clusters Score -1105335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1105356.375000 Penalty: 4347.512695
	Iteration 15Q: 3 clusters Score -1105356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1105372.250000 Penalty: 4347.512695
	Iteration 16Q: 3 clusters Score -1105372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1105389.250000 Penalty: 4347.512695
	Iteration 17Q: 3 clusters Score -1105389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1105395.500000 Penalty: 4347.512695
	Iteration 18Q: 3 clusters Score -1105396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1105401.500000 Penalty: 4347.512695
	Iteration 19Q: 3 clusters Score -1105402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1105408.000000 Penalty: 4347.512695
	Iteration 20F: 3 clusters Score -1105408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1105413.125000 Penalty: 4347.512695
	Iteration 21Q: 3 clusters Score -1105413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1105414.875000 Penalty: 4347.512695
	Iteration 22Q: 3 clusters Score -1105415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1105415.250000 Penalty: 4347.512695
	Iteration 23Q: 3 clusters Score -1105415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1105414.250000 Penalty: 4347.512695
	Iteration 24Q: 3 clusters Score -1105414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1105416.625000 Penalty: 4347.512695
	Iteration 25Q: 3 clusters Score -1105417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1105416.625000 Penalty: 4347.512695
	Iteration 26F: 3 clusters Score -1105417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 48590 members 
Mstep: Class 10 contains 50386 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 47892 members 
Mstep: Class 13 contains 54800 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44406 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37652 members 
Mstep: Class 26 contains 8588 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41262 members 
Mstep: Class 29 contains 41629 members 
Mstep: Class 30 contains 23261 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35320 members 
Mstep: Class 33 contains 44763 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43150 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38327 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43175 members 
Mstep: Class 44 contains 49118 members 
Mstep: Class 45 contains 5197 members 
Entering Unmasked Estep 
Score: -196428608.000000 Penalty: 155465.468750
Splitting cluster 7 changes total score from -196429920.000000 to -196428608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (40263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Entering Unmasked Estep 
Score: -7194180.500000 Penalty: 2629.590820
	Iteration 0F: 2 clusters Score -7194180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -7167162.000000 Penalty: 5259.181641
	Iteration 0F: 3 clusters Score -7167162 nChanged 18401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -7177187.000000 Penalty: 5259.181641
	Iteration 1F: 3 clusters Score -7177187 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -7177745.500000 Penalty: 5259.181641
	Iteration 2Q: 3 clusters Score -7177746 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -7178260.500000 Penalty: 5259.181641
	Iteration 3Q: 3 clusters Score -7178260 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7178778.000000 Penalty: 5259.181641
	Iteration 4Q: 3 clusters Score -7178778 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -7179366.000000 Penalty: 5259.181641
	Iteration 5Q: 3 clusters Score -7179366 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7180089.000000 Penalty: 5259.181641
	Iteration 6Q: 3 clusters Score -7180089 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -7181054.000000 Penalty: 5259.181641
	Iteration 7Q: 3 clusters Score -7181054 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7182144.000000 Penalty: 5259.181641
	Iteration 8F: 3 clusters Score -7182144 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -7183417.000000 Penalty: 5259.181641
	Iteration 9F: 3 clusters Score -7183417 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -7184797.500000 Penalty: 5259.181641
	Iteration 10F: 3 clusters Score -7184798 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -7186079.000000 Penalty: 5259.181641
	Iteration 11Q: 3 clusters Score -7186079 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -7187331.500000 Penalty: 5259.181641
	Iteration 12Q: 3 clusters Score -7187332 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7188273.000000 Penalty: 5259.181641
	Iteration 13Q: 3 clusters Score -7188273 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -7188997.000000 Penalty: 5259.181641
	Iteration 14Q: 3 clusters Score -7188997 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -7189653.000000 Penalty: 5259.181641
	Iteration 15Q: 3 clusters Score -7189653 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -7190232.000000 Penalty: 5259.181641
	Iteration 16Q: 3 clusters Score -7190232 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -7190797.000000 Penalty: 5259.181641
	Iteration 17Q: 3 clusters Score -7190797 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -7191183.000000 Penalty: 5259.181641
	Iteration 18Q: 3 clusters Score -7191183 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -7191434.000000 Penalty: 5259.181641
	Iteration 19Q: 3 clusters Score -7191434 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -7191604.000000 Penalty: 5259.181641
	Iteration 20F: 3 clusters Score -7191604 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -7191738.000000 Penalty: 5259.181641
	Iteration 21Q: 3 clusters Score -7191738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -7191858.000000 Penalty: 5259.181641
	Iteration 22Q: 3 clusters Score -7191858 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7191950.000000 Penalty: 5259.181641
	Iteration 23Q: 3 clusters Score -7191950 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -7192043.500000 Penalty: 5259.181641
	Iteration 24Q: 3 clusters Score -7192044 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -7192118.500000 Penalty: 5259.181641
	Iteration 25Q: 3 clusters Score -7192118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -7192169.500000 Penalty: 5259.181641
	Iteration 26Q: 3 clusters Score -7192170 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -7192219.000000 Penalty: 5259.181641
	Iteration 27Q: 3 clusters Score -7192219 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -7192251.500000 Penalty: 5259.181641
	Iteration 28Q: 3 clusters Score -7192252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -7192271.500000 Penalty: 5259.181641
	Iteration 29Q: 3 clusters Score -7192272 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -7192281.500000 Penalty: 5259.181641
	Iteration 30Q: 3 clusters Score -7192282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -7192309.000000 Penalty: 5259.181641
	Iteration 31Q: 3 clusters Score -7192309 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -7192322.000000 Penalty: 5259.181641
	Iteration 32Q: 3 clusters Score -7192322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -7192342.000000 Penalty: 5259.181641
	Iteration 33Q: 3 clusters Score -7192342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -7192348.500000 Penalty: 5259.181641
	Iteration 34Q: 3 clusters Score -7192348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -7192359.500000 Penalty: 5259.181641
	Iteration 35Q: 3 clusters Score -7192360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -7192358.500000 Penalty: 5259.181641
	Iteration 36Q: 3 clusters Score -7192358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -7192361.000000 Penalty: 5259.181641
	Iteration 37Q: 3 clusters Score -7192361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -7192355.500000 Penalty: 5259.181641
	Iteration 38Q: 3 clusters Score -7192356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7192372.500000 Penalty: 5259.181641
	Iteration 39Q: 3 clusters Score -7192372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -7192387.000000 Penalty: 5259.181641
	Iteration 40F: 3 clusters Score -7192387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7192384.000000 Penalty: 5259.181641
	Iteration 41Q: 3 clusters Score -7192384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -7192383.500000 Penalty: 5259.181641
	Iteration 42Q: 3 clusters Score -7192384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7192392.000000 Penalty: 5259.181641
	Iteration 43Q: 3 clusters Score -7192392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7192388.000000 Penalty: 5259.181641
	Iteration 44Q: 3 clusters Score -7192388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7192394.000000 Penalty: 5259.181641
	Iteration 45Q: 3 clusters Score -7192394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -7192394.500000 Penalty: 5259.181641
	Iteration 46Q: 3 clusters Score -7192394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -7192401.000000 Penalty: 5259.181641
	Iteration 47Q: 3 clusters Score -7192401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -7192401.000000 Penalty: 5259.181641
	Iteration 48Q: 3 clusters Score -7192401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7192393.500000 Penalty: 5259.181641
	Iteration 49Q: 3 clusters Score -7192394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -7192401.500000 Penalty: 5259.181641
	Iteration 50Q: 3 clusters Score -7192402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7192409.000000 Penalty: 5259.181641
	Iteration 51Q: 3 clusters Score -7192409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7192404.000000 Penalty: 5259.181641
	Iteration 52Q: 3 clusters Score -7192404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -7192410.000000 Penalty: 5259.181641
	Iteration 53Q: 3 clusters Score -7192410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -7192420.000000 Penalty: 5259.181641
	Iteration 54Q: 3 clusters Score -7192420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7192418.500000 Penalty: 5259.181641
	Iteration 55Q: 3 clusters Score -7192418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7192420.000000 Penalty: 5259.181641
	Iteration 56Q: 3 clusters Score -7192420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -7192424.500000 Penalty: 5259.181641
	Iteration 57Q: 3 clusters Score -7192424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -7192422.500000 Penalty: 5259.181641
	Iteration 58Q: 3 clusters Score -7192422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7192424.000000 Penalty: 5259.181641
	Iteration 59Q: 3 clusters Score -7192424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -7192421.500000 Penalty: 5259.181641
	Iteration 60F: 3 clusters Score -7192422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7192423.500000 Penalty: 5259.181641
	Iteration 61Q: 3 clusters Score -7192424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7192428.000000 Penalty: 5259.181641
	Iteration 62Q: 3 clusters Score -7192428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -7192429.000000 Penalty: 5259.181641
	Iteration 63Q: 3 clusters Score -7192429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -7192435.500000 Penalty: 5259.181641
	Iteration 64Q: 3 clusters Score -7192436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7192433.500000 Penalty: 5259.181641
	Iteration 65Q: 3 clusters Score -7192434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -7192437.000000 Penalty: 5259.181641
	Iteration 66Q: 3 clusters Score -7192437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7192440.000000 Penalty: 5259.181641
	Iteration 67Q: 3 clusters Score -7192440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7192434.000000 Penalty: 5259.181641
	Iteration 68Q: 3 clusters Score -7192434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7192433.500000 Penalty: 5259.181641
	Iteration 69Q: 3 clusters Score -7192434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7192434.500000 Penalty: 5259.181641
	Iteration 70Q: 3 clusters Score -7192434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -7192439.500000 Penalty: 5259.181641
	Iteration 71Q: 3 clusters Score -7192440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -7192443.500000 Penalty: 5259.181641
	Iteration 72Q: 3 clusters Score -7192444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -7192446.000000 Penalty: 5259.181641
	Iteration 73Q: 3 clusters Score -7192446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7192445.000000 Penalty: 5259.181641
	Iteration 74Q: 3 clusters Score -7192445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -7192444.000000 Penalty: 5259.181641
	Iteration 75Q: 3 clusters Score -7192444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -7192446.500000 Penalty: 5259.181641
	Iteration 76Q: 3 clusters Score -7192446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -7192445.500000 Penalty: 5259.181641
	Iteration 77Q: 3 clusters Score -7192446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7192445.500000 Penalty: 5259.181641
	Iteration 78Q: 3 clusters Score -7192446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -7192438.500000 Penalty: 5259.181641
	Iteration 79Q: 3 clusters Score -7192438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -7192438.500000 Penalty: 5259.181641
	Iteration 80F: 3 clusters Score -7192438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Entering Unmasked Estep 
Score: -8578921.000000 Penalty: 2676.210938
	Iteration 0F: 2 clusters Score -8578921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -8547480.000000 Penalty: 5352.421875
	Iteration 0F: 3 clusters Score -8547480 nChanged 22540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -8559839.000000 Penalty: 5352.421875
	Iteration 1F: 3 clusters Score -8559839 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8560249.000000 Penalty: 5352.421875
	Iteration 2Q: 3 clusters Score -8560249 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8560684.000000 Penalty: 5352.421875
	Iteration 3Q: 3 clusters Score -8560684 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -8561137.000000 Penalty: 5352.421875
	Iteration 4Q: 3 clusters Score -8561137 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -8561675.000000 Penalty: 5352.421875
	Iteration 5Q: 3 clusters Score -8561675 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -8562235.000000 Penalty: 5352.421875
	Iteration 6Q: 3 clusters Score -8562235 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -8563082.000000 Penalty: 5352.421875
	Iteration 7Q: 3 clusters Score -8563082 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -8564341.000000 Penalty: 5352.421875
	Iteration 8Q: 3 clusters Score -8564341 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8566178.000000 Penalty: 5352.421875
	Iteration 9F: 3 clusters Score -8566178 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -8568388.000000 Penalty: 5352.421875
	Iteration 10F: 3 clusters Score -8568388 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -8571089.000000 Penalty: 5352.421875
	Iteration 11F: 3 clusters Score -8571089 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8573499.000000 Penalty: 5352.421875
	Iteration 12F: 3 clusters Score -8573499 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8574983.000000 Penalty: 5352.421875
	Iteration 13Q: 3 clusters Score -8574983 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8575763.000000 Penalty: 5352.421875
	Iteration 14Q: 3 clusters Score -8575763 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8576210.000000 Penalty: 5352.421875
	Iteration 15Q: 3 clusters Score -8576210 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8576407.000000 Penalty: 5352.421875
	Iteration 16Q: 3 clusters Score -8576407 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8576507.000000 Penalty: 5352.421875
	Iteration 17Q: 3 clusters Score -8576507 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8576558.000000 Penalty: 5352.421875
	Iteration 18Q: 3 clusters Score -8576558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8576605.000000 Penalty: 5352.421875
	Iteration 19Q: 3 clusters Score -8576605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8576598.000000 Penalty: 5352.421875
	Iteration 20F: 3 clusters Score -8576598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8576630.000000 Penalty: 5352.421875
	Iteration 21Q: 3 clusters Score -8576630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8576646.000000 Penalty: 5352.421875
	Iteration 22Q: 3 clusters Score -8576646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8576661.000000 Penalty: 5352.421875
	Iteration 23Q: 3 clusters Score -8576661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8576675.000000 Penalty: 5352.421875
	Iteration 24Q: 3 clusters Score -8576675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8576680.000000 Penalty: 5352.421875
	Iteration 25Q: 3 clusters Score -8576680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8576684.000000 Penalty: 5352.421875
	Iteration 26Q: 3 clusters Score -8576684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8576688.000000 Penalty: 5352.421875
	Iteration 27Q: 3 clusters Score -8576688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8576694.000000 Penalty: 5352.421875
	Iteration 28Q: 3 clusters Score -8576694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8576703.000000 Penalty: 5352.421875
	Iteration 29Q: 3 clusters Score -8576703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8576701.000000 Penalty: 5352.421875
	Iteration 30Q: 3 clusters Score -8576701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8576700.000000 Penalty: 5352.421875
	Iteration 31Q: 3 clusters Score -8576700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8576705.000000 Penalty: 5352.421875
	Iteration 32Q: 3 clusters Score -8576705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8576707.000000 Penalty: 5352.421875
	Iteration 33Q: 3 clusters Score -8576707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8576707.000000 Penalty: 5352.421875
	Iteration 34Q: 3 clusters Score -8576707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8576707.000000 Penalty: 5352.421875
	Iteration 35F: 3 clusters Score -8576707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Entering Unmasked Estep 
Score: -9028409.000000 Penalty: 2685.212402
	Iteration 0F: 2 clusters Score -9028409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8997580.000000 Penalty: 5370.424805
	Iteration 0F: 3 clusters Score -8997580 nChanged 23224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -9010586.000000 Penalty: 5370.424805
	Iteration 1F: 3 clusters Score -9010586 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -9011217.000000 Penalty: 5370.424805
	Iteration 2Q: 3 clusters Score -9011217 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -9011813.000000 Penalty: 5370.424805
	Iteration 3Q: 3 clusters Score -9011813 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -9012468.000000 Penalty: 5370.424805
	Iteration 4Q: 3 clusters Score -9012468 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -9013418.000000 Penalty: 5370.424805
	Iteration 5Q: 3 clusters Score -9013418 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -9014801.000000 Penalty: 5370.424805
	Iteration 6Q: 3 clusters Score -9014801 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -9016733.000000 Penalty: 5370.424805
	Iteration 7F: 3 clusters Score -9016733 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -9018998.000000 Penalty: 5370.424805
	Iteration 8F: 3 clusters Score -9018998 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -9021151.000000 Penalty: 5370.424805
	Iteration 9F: 3 clusters Score -9021151 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -9022717.000000 Penalty: 5370.424805
	Iteration 10Q: 3 clusters Score -9022717 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9023792.000000 Penalty: 5370.424805
	Iteration 11Q: 3 clusters Score -9023792 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -9024357.000000 Penalty: 5370.424805
	Iteration 12Q: 3 clusters Score -9024357 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -9024741.000000 Penalty: 5370.424805
	Iteration 13Q: 3 clusters Score -9024741 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -9024994.000000 Penalty: 5370.424805
	Iteration 14Q: 3 clusters Score -9024994 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9025208.000000 Penalty: 5370.424805
	Iteration 15Q: 3 clusters Score -9025208 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9025363.000000 Penalty: 5370.424805
	Iteration 16Q: 3 clusters Score -9025363 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9025482.000000 Penalty: 5370.424805
	Iteration 17Q: 3 clusters Score -9025482 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9025591.000000 Penalty: 5370.424805
	Iteration 18Q: 3 clusters Score -9025591 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9025673.000000 Penalty: 5370.424805
	Iteration 19Q: 3 clusters Score -9025673 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9025740.000000 Penalty: 5370.424805
	Iteration 20F: 3 clusters Score -9025740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9025771.000000 Penalty: 5370.424805
	Iteration 21Q: 3 clusters Score -9025771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9025806.000000 Penalty: 5370.424805
	Iteration 22Q: 3 clusters Score -9025806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9025851.000000 Penalty: 5370.424805
	Iteration 23Q: 3 clusters Score -9025851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9025879.000000 Penalty: 5370.424805
	Iteration 24Q: 3 clusters Score -9025879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9025898.000000 Penalty: 5370.424805
	Iteration 25Q: 3 clusters Score -9025898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9025915.000000 Penalty: 5370.424805
	Iteration 26Q: 3 clusters Score -9025915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9025941.000000 Penalty: 5370.424805
	Iteration 27Q: 3 clusters Score -9025941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9025948.000000 Penalty: 5370.424805
	Iteration 28Q: 3 clusters Score -9025948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9025962.000000 Penalty: 5370.424805
	Iteration 29Q: 3 clusters Score -9025962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9025973.000000 Penalty: 5370.424805
	Iteration 30Q: 3 clusters Score -9025973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9025981.000000 Penalty: 5370.424805
	Iteration 31Q: 3 clusters Score -9025981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9025984.000000 Penalty: 5370.424805
	Iteration 32Q: 3 clusters Score -9025984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9025985.000000 Penalty: 5370.424805
	Iteration 33Q: 3 clusters Score -9025985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9025994.000000 Penalty: 5370.424805
	Iteration 34Q: 3 clusters Score -9025994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9025996.000000 Penalty: 5370.424805
	Iteration 35Q: 3 clusters Score -9025996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9025995.000000 Penalty: 5370.424805
	Iteration 36Q: 3 clusters Score -9025995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9025992.000000 Penalty: 5370.424805
	Iteration 37Q: 3 clusters Score -9025992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9025992.000000 Penalty: 5370.424805
	Iteration 38F: 3 clusters Score -9025992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Entering Unmasked Estep 
Score: -1899173.625000 Penalty: 2296.240723
	Iteration 0F: 2 clusters Score -1899174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1891205.125000 Penalty: 4592.481445
	Iteration 0F: 3 clusters Score -1891205 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1893394.375000 Penalty: 4592.481445
	Iteration 1F: 3 clusters Score -1893394 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1893638.875000 Penalty: 4592.481445
	Iteration 2F: 3 clusters Score -1893639 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1893807.875000 Penalty: 4592.481445
	Iteration 3Q: 3 clusters Score -1893808 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1893901.375000 Penalty: 4592.481445
	Iteration 4Q: 3 clusters Score -1893901 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1893984.625000 Penalty: 4592.481445
	Iteration 5Q: 3 clusters Score -1893985 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1894048.125000 Penalty: 4592.481445
	Iteration 6Q: 3 clusters Score -1894048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1894103.625000 Penalty: 4592.481445
	Iteration 7Q: 3 clusters Score -1894104 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1894148.375000 Penalty: 4592.481445
	Iteration 8Q: 3 clusters Score -1894148 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1894196.000000 Penalty: 4592.481445
	Iteration 9Q: 3 clusters Score -1894196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1894228.750000 Penalty: 4592.481445
	Iteration 10Q: 3 clusters Score -1894229 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1894260.250000 Penalty: 4592.481445
	Iteration 11Q: 3 clusters Score -1894260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1894286.250000 Penalty: 4592.481445
	Iteration 12Q: 3 clusters Score -1894286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1894307.625000 Penalty: 4592.481445
	Iteration 13Q: 3 clusters Score -1894308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1894327.375000 Penalty: 4592.481445
	Iteration 14Q: 3 clusters Score -1894327 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1894351.375000 Penalty: 4592.481445
	Iteration 15Q: 3 clusters Score -1894351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1894373.750000 Penalty: 4592.481445
	Iteration 16Q: 3 clusters Score -1894374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1894390.625000 Penalty: 4592.481445
	Iteration 17Q: 3 clusters Score -1894391 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1894410.375000 Penalty: 4592.481445
	Iteration 18Q: 3 clusters Score -1894410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1894436.875000 Penalty: 4592.481445
	Iteration 19Q: 3 clusters Score -1894437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1894462.000000 Penalty: 4592.481445
	Iteration 20F: 3 clusters Score -1894462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1894484.375000 Penalty: 4592.481445
	Iteration 21Q: 3 clusters Score -1894484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1894504.125000 Penalty: 4592.481445
	Iteration 22Q: 3 clusters Score -1894504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1894522.125000 Penalty: 4592.481445
	Iteration 23Q: 3 clusters Score -1894522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1894540.000000 Penalty: 4592.481445
	Iteration 24Q: 3 clusters Score -1894540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1894558.875000 Penalty: 4592.481445
	Iteration 25Q: 3 clusters Score -1894559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1894568.250000 Penalty: 4592.481445
	Iteration 26Q: 3 clusters Score -1894568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1894584.125000 Penalty: 4592.481445
	Iteration 27Q: 3 clusters Score -1894584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1894602.625000 Penalty: 4592.481445
	Iteration 28Q: 3 clusters Score -1894603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1894618.250000 Penalty: 4592.481445
	Iteration 29Q: 3 clusters Score -1894618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1894634.875000 Penalty: 4592.481445
	Iteration 30Q: 3 clusters Score -1894635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1894649.250000 Penalty: 4592.481445
	Iteration 31Q: 3 clusters Score -1894649 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1894668.625000 Penalty: 4592.481445
	Iteration 32Q: 3 clusters Score -1894669 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1894702.500000 Penalty: 4592.481445
	Iteration 33Q: 3 clusters Score -1894702 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1894749.875000 Penalty: 4592.481445
	Iteration 34Q: 3 clusters Score -1894750 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1894786.375000 Penalty: 4592.481445
	Iteration 35Q: 3 clusters Score -1894786 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1894825.875000 Penalty: 4592.481445
	Iteration 36Q: 3 clusters Score -1894826 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1894875.625000 Penalty: 4592.481445
	Iteration 37Q: 3 clusters Score -1894876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1894936.750000 Penalty: 4592.481445
	Iteration 38Q: 3 clusters Score -1894937 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1894997.250000 Penalty: 4592.481445
	Iteration 39Q: 3 clusters Score -1894997 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1895091.625000 Penalty: 4592.481445
	Iteration 40F: 3 clusters Score -1895092 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1895218.375000 Penalty: 4592.481445
	Iteration 41Q: 3 clusters Score -1895218 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1895375.000000 Penalty: 4592.481445
	Iteration 42Q: 3 clusters Score -1895375 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1895551.875000 Penalty: 4592.481445
	Iteration 43Q: 3 clusters Score -1895552 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1895787.125000 Penalty: 4592.481445
	Iteration 44Q: 3 clusters Score -1895787 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1896047.625000 Penalty: 4592.481445
	Iteration 45Q: 3 clusters Score -1896048 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1896255.875000 Penalty: 4592.481445
	Iteration 46Q: 3 clusters Score -1896256 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1896435.375000 Penalty: 4592.481445
	Iteration 47Q: 3 clusters Score -1896435 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1896581.625000 Penalty: 4592.481445
	Iteration 48Q: 3 clusters Score -1896582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1896697.375000 Penalty: 4592.481445
	Iteration 49Q: 3 clusters Score -1896697 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1896765.000000 Penalty: 4592.481445
	Iteration 50Q: 3 clusters Score -1896765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1896811.500000 Penalty: 4592.481445
	Iteration 51Q: 3 clusters Score -1896812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1896854.375000 Penalty: 4592.481445
	Iteration 52Q: 3 clusters Score -1896854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1896894.000000 Penalty: 4592.481445
	Iteration 53Q: 3 clusters Score -1896894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1896945.750000 Penalty: 4592.481445
	Iteration 54Q: 3 clusters Score -1896946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1896982.125000 Penalty: 4592.481445
	Iteration 55Q: 3 clusters Score -1896982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1897012.750000 Penalty: 4592.481445
	Iteration 56Q: 3 clusters Score -1897013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1897030.625000 Penalty: 4592.481445
	Iteration 57Q: 3 clusters Score -1897031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1897049.000000 Penalty: 4592.481445
	Iteration 58Q: 3 clusters Score -1897049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1897060.625000 Penalty: 4592.481445
	Iteration 59Q: 3 clusters Score -1897061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1897068.250000 Penalty: 4592.481445
	Iteration 60F: 3 clusters Score -1897068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1897081.750000 Penalty: 4592.481445
	Iteration 61Q: 3 clusters Score -1897082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1897089.000000 Penalty: 4592.481445
	Iteration 62Q: 3 clusters Score -1897089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1897095.000000 Penalty: 4592.481445
	Iteration 63Q: 3 clusters Score -1897095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1897100.000000 Penalty: 4592.481445
	Iteration 64Q: 3 clusters Score -1897100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1897105.625000 Penalty: 4592.481445
	Iteration 65Q: 3 clusters Score -1897106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1897119.125000 Penalty: 4592.481445
	Iteration 66Q: 3 clusters Score -1897119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1897123.125000 Penalty: 4592.481445
	Iteration 67Q: 3 clusters Score -1897123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1897127.625000 Penalty: 4592.481445
	Iteration 68Q: 3 clusters Score -1897128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1897129.125000 Penalty: 4592.481445
	Iteration 69Q: 3 clusters Score -1897129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1897137.250000 Penalty: 4592.481445
	Iteration 70Q: 3 clusters Score -1897137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1897150.750000 Penalty: 4592.481445
	Iteration 71Q: 3 clusters Score -1897151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1897157.500000 Penalty: 4592.481445
	Iteration 72Q: 3 clusters Score -1897158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1897161.250000 Penalty: 4592.481445
	Iteration 73Q: 3 clusters Score -1897161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1897166.750000 Penalty: 4592.481445
	Iteration 74Q: 3 clusters Score -1897167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1897172.125000 Penalty: 4592.481445
	Iteration 75Q: 3 clusters Score -1897172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1897176.625000 Penalty: 4592.481445
	Iteration 76Q: 3 clusters Score -1897177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1897178.500000 Penalty: 4592.481445
	Iteration 77Q: 3 clusters Score -1897178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1897186.750000 Penalty: 4592.481445
	Iteration 78Q: 3 clusters Score -1897187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1897191.125000 Penalty: 4592.481445
	Iteration 79Q: 3 clusters Score -1897191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1897193.000000 Penalty: 4592.481445
	Iteration 80F: 3 clusters Score -1897193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1897197.375000 Penalty: 4592.481445
	Iteration 81Q: 3 clusters Score -1897197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1897204.125000 Penalty: 4592.481445
	Iteration 82Q: 3 clusters Score -1897204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1897204.875000 Penalty: 4592.481445
	Iteration 83Q: 3 clusters Score -1897205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1897209.000000 Penalty: 4592.481445
	Iteration 84Q: 3 clusters Score -1897209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1897209.250000 Penalty: 4592.481445
	Iteration 85Q: 3 clusters Score -1897209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1897212.125000 Penalty: 4592.481445
	Iteration 86Q: 3 clusters Score -1897212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1897214.750000 Penalty: 4592.481445
	Iteration 87Q: 3 clusters Score -1897215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1897220.375000 Penalty: 4592.481445
	Iteration 88Q: 3 clusters Score -1897220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1897223.500000 Penalty: 4592.481445
	Iteration 89Q: 3 clusters Score -1897224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1897223.500000 Penalty: 4592.481445
	Iteration 90Q: 3 clusters Score -1897224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1897223.500000 Penalty: 4592.481445
	Iteration 91F: 3 clusters Score -1897224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Entering Unmasked Estep 
Score: -8576088.000000 Penalty: 2672.622559
	Iteration 0F: 2 clusters Score -8576088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -8544921.000000 Penalty: 5345.245117
	Iteration 0F: 3 clusters Score -8544921 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -8557440.000000 Penalty: 5345.245117
	Iteration 1F: 3 clusters Score -8557440 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -8558138.000000 Penalty: 5345.245117
	Iteration 2Q: 3 clusters Score -8558138 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -8558801.000000 Penalty: 5345.245117
	Iteration 3Q: 3 clusters Score -8558801 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -8559460.000000 Penalty: 5345.245117
	Iteration 4Q: 3 clusters Score -8559460 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8560278.000000 Penalty: 5345.245117
	Iteration 5Q: 3 clusters Score -8560278 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -8561178.000000 Penalty: 5345.245117
	Iteration 6Q: 3 clusters Score -8561178 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -8562207.000000 Penalty: 5345.245117
	Iteration 7Q: 3 clusters Score -8562207 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -8563167.000000 Penalty: 5345.245117
	Iteration 8Q: 3 clusters Score -8563167 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -8564293.000000 Penalty: 5345.245117
	Iteration 9Q: 3 clusters Score -8564293 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -8565510.000000 Penalty: 5345.245117
	Iteration 10Q: 3 clusters Score -8565510 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -8566581.000000 Penalty: 5345.245117
	Iteration 11Q: 3 clusters Score -8566581 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -8567516.000000 Penalty: 5345.245117
	Iteration 12Q: 3 clusters Score -8567516 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -8568196.000000 Penalty: 5345.245117
	Iteration 13Q: 3 clusters Score -8568196 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -8568648.000000 Penalty: 5345.245117
	Iteration 14Q: 3 clusters Score -8568648 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -8568982.000000 Penalty: 5345.245117
	Iteration 15Q: 3 clusters Score -8568982 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -8569252.000000 Penalty: 5345.245117
	Iteration 16Q: 3 clusters Score -8569252 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -8569511.000000 Penalty: 5345.245117
	Iteration 17Q: 3 clusters Score -8569511 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8569757.000000 Penalty: 5345.245117
	Iteration 18Q: 3 clusters Score -8569757 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -8570022.000000 Penalty: 5345.245117
	Iteration 19Q: 3 clusters Score -8570022 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -8570310.000000 Penalty: 5345.245117
	Iteration 20F: 3 clusters Score -8570310 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -8570677.000000 Penalty: 5345.245117
	Iteration 21Q: 3 clusters Score -8570677 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -8571113.000000 Penalty: 5345.245117
	Iteration 22Q: 3 clusters Score -8571113 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -8571572.000000 Penalty: 5345.245117
	Iteration 23Q: 3 clusters Score -8571572 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -8571979.000000 Penalty: 5345.245117
	Iteration 24Q: 3 clusters Score -8571979 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -8572395.000000 Penalty: 5345.245117
	Iteration 25Q: 3 clusters Score -8572395 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -8572769.000000 Penalty: 5345.245117
	Iteration 26Q: 3 clusters Score -8572769 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8573057.000000 Penalty: 5345.245117
	Iteration 27Q: 3 clusters Score -8573057 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8573322.000000 Penalty: 5345.245117
	Iteration 28Q: 3 clusters Score -8573322 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8573512.000000 Penalty: 5345.245117
	Iteration 29Q: 3 clusters Score -8573512 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -8573673.000000 Penalty: 5345.245117
	Iteration 30Q: 3 clusters Score -8573673 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8573794.000000 Penalty: 5345.245117
	Iteration 31Q: 3 clusters Score -8573794 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8573943.000000 Penalty: 5345.245117
	Iteration 32Q: 3 clusters Score -8573943 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8573980.000000 Penalty: 5345.245117
	Iteration 33Q: 3 clusters Score -8573980 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -8574035.000000 Penalty: 5345.245117
	Iteration 34Q: 3 clusters Score -8574035 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -8574082.000000 Penalty: 5345.245117
	Iteration 35Q: 3 clusters Score -8574082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8574109.000000 Penalty: 5345.245117
	Iteration 36Q: 3 clusters Score -8574109 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8574117.000000 Penalty: 5345.245117
	Iteration 37Q: 3 clusters Score -8574117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8574157.000000 Penalty: 5345.245117
	Iteration 38Q: 3 clusters Score -8574157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -8574174.000000 Penalty: 5345.245117
	Iteration 39Q: 3 clusters Score -8574174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -8574194.000000 Penalty: 5345.245117
	Iteration 40F: 3 clusters Score -8574194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8574185.000000 Penalty: 5345.245117
	Iteration 41Q: 3 clusters Score -8574185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8574212.000000 Penalty: 5345.245117
	Iteration 42Q: 3 clusters Score -8574212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8574224.000000 Penalty: 5345.245117
	Iteration 43Q: 3 clusters Score -8574224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8574234.000000 Penalty: 5345.245117
	Iteration 44Q: 3 clusters Score -8574234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -8574229.000000 Penalty: 5345.245117
	Iteration 45Q: 3 clusters Score -8574229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8574241.000000 Penalty: 5345.245117
	Iteration 46Q: 3 clusters Score -8574241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -8574235.000000 Penalty: 5345.245117
	Iteration 47Q: 3 clusters Score -8574235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -8574245.000000 Penalty: 5345.245117
	Iteration 48Q: 3 clusters Score -8574245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -8574244.000000 Penalty: 5345.245117
	Iteration 49Q: 3 clusters Score -8574244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -8574241.000000 Penalty: 5345.245117
	Iteration 50Q: 3 clusters Score -8574241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -8574257.000000 Penalty: 5345.245117
	Iteration 51Q: 3 clusters Score -8574257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8574264.000000 Penalty: 5345.245117
	Iteration 52Q: 3 clusters Score -8574264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -8574265.000000 Penalty: 5345.245117
	Iteration 53Q: 3 clusters Score -8574265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -8574272.000000 Penalty: 5345.245117
	Iteration 54Q: 3 clusters Score -8574272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -8574279.000000 Penalty: 5345.245117
	Iteration 55Q: 3 clusters Score -8574279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -8574270.000000 Penalty: 5345.245117
	Iteration 56Q: 3 clusters Score -8574270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -8574291.000000 Penalty: 5345.245117
	Iteration 57Q: 3 clusters Score -8574291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -8574302.000000 Penalty: 5345.245117
	Iteration 58Q: 3 clusters Score -8574302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -8574307.000000 Penalty: 5345.245117
	Iteration 59Q: 3 clusters Score -8574307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -8574310.000000 Penalty: 5345.245117
	Iteration 60F: 3 clusters Score -8574310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -8574316.000000 Penalty: 5345.245117
	Iteration 61Q: 3 clusters Score -8574316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -8574319.000000 Penalty: 5345.245117
	Iteration 62Q: 3 clusters Score -8574319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -8574340.000000 Penalty: 5345.245117
	Iteration 63Q: 3 clusters Score -8574340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -8574357.000000 Penalty: 5345.245117
	Iteration 64Q: 3 clusters Score -8574357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -8574347.000000 Penalty: 5345.245117
	Iteration 65Q: 3 clusters Score -8574347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8574355.000000 Penalty: 5345.245117
	Iteration 66Q: 3 clusters Score -8574355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -8574359.000000 Penalty: 5345.245117
	Iteration 67Q: 3 clusters Score -8574359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8574366.000000 Penalty: 5345.245117
	Iteration 68Q: 3 clusters Score -8574366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -8574375.000000 Penalty: 5345.245117
	Iteration 69Q: 3 clusters Score -8574375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8574380.000000 Penalty: 5345.245117
	Iteration 70Q: 3 clusters Score -8574380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -8574384.000000 Penalty: 5345.245117
	Iteration 71Q: 3 clusters Score -8574384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8574381.000000 Penalty: 5345.245117
	Iteration 72Q: 3 clusters Score -8574381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -8574385.000000 Penalty: 5345.245117
	Iteration 73Q: 3 clusters Score -8574385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8574386.000000 Penalty: 5345.245117
	Iteration 74Q: 3 clusters Score -8574386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8574390.000000 Penalty: 5345.245117
	Iteration 75Q: 3 clusters Score -8574390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -8574388.000000 Penalty: 5345.245117
	Iteration 76Q: 3 clusters Score -8574388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -8574388.000000 Penalty: 5345.245117
	Iteration 77F: 3 clusters Score -8574388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Entering Unmasked Estep 
Score: -9851299.000000 Penalty: 2706.038574
	Iteration 0F: 2 clusters Score -9851299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -9820361.000000 Penalty: 5412.077148
	Iteration 0F: 3 clusters Score -9820361 nChanged 25394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -9834329.000000 Penalty: 5412.077148
	Iteration 1F: 3 clusters Score -9834329 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -9834911.000000 Penalty: 5412.077148
	Iteration 2Q: 3 clusters Score -9834911 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -9835517.000000 Penalty: 5412.077148
	Iteration 3Q: 3 clusters Score -9835517 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -9836069.000000 Penalty: 5412.077148
	Iteration 4Q: 3 clusters Score -9836069 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -9836831.000000 Penalty: 5412.077148
	Iteration 5Q: 3 clusters Score -9836831 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -9837885.000000 Penalty: 5412.077148
	Iteration 6Q: 3 clusters Score -9837885 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -9839567.000000 Penalty: 5412.077148
	Iteration 7F: 3 clusters Score -9839567 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -9841966.000000 Penalty: 5412.077148
	Iteration 8F: 3 clusters Score -9841966 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -9844787.000000 Penalty: 5412.077148
	Iteration 9F: 3 clusters Score -9844787 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -9847011.000000 Penalty: 5412.077148
	Iteration 10F: 3 clusters Score -9847011 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -9848556.000000 Penalty: 5412.077148
	Iteration 11Q: 3 clusters Score -9848556 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -9849518.000000 Penalty: 5412.077148
	Iteration 12Q: 3 clusters Score -9849518 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -9850042.000000 Penalty: 5412.077148
	Iteration 13Q: 3 clusters Score -9850042 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -9850260.000000 Penalty: 5412.077148
	Iteration 14Q: 3 clusters Score -9850260 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -9850386.000000 Penalty: 5412.077148
	Iteration 15Q: 3 clusters Score -9850386 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -9850454.000000 Penalty: 5412.077148
	Iteration 16Q: 3 clusters Score -9850454 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -9850442.000000 Penalty: 5412.077148
	Iteration 17Q: 3 clusters Score -9850442 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -9850423.000000 Penalty: 5412.077148
	Iteration 18Q: 3 clusters Score -9850423 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9850429.000000 Penalty: 5412.077148
	Iteration 19Q: 3 clusters Score -9850429 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -9850438.000000 Penalty: 5412.077148
	Iteration 20F: 3 clusters Score -9850438 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -9850394.000000 Penalty: 5412.077148
	Iteration 21Q: 3 clusters Score -9850394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -9850432.000000 Penalty: 5412.077148
	Iteration 22Q: 3 clusters Score -9850432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -9850419.000000 Penalty: 5412.077148
	Iteration 23Q: 3 clusters Score -9850419 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9850422.000000 Penalty: 5412.077148
	Iteration 24Q: 3 clusters Score -9850422 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -9850405.000000 Penalty: 5412.077148
	Iteration 25Q: 3 clusters Score -9850405 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -9850395.000000 Penalty: 5412.077148
	Iteration 26Q: 3 clusters Score -9850395 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -9850377.000000 Penalty: 5412.077148
	Iteration 27Q: 3 clusters Score -9850377 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9850364.000000 Penalty: 5412.077148
	Iteration 28Q: 3 clusters Score -9850364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -9850362.000000 Penalty: 5412.077148
	Iteration 29Q: 3 clusters Score -9850362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -9850376.000000 Penalty: 5412.077148
	Iteration 30Q: 3 clusters Score -9850376 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9850385.000000 Penalty: 5412.077148
	Iteration 31Q: 3 clusters Score -9850385 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9850380.000000 Penalty: 5412.077148
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Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9850348 nChanged 116
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9850339 nChanged 80
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	Iteration 37Q: 3 clusters Score -9850347 nChanged 58
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	Iteration 38Q: 3 clusters Score -9850354 nChanged 69
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	Iteration 39Q: 3 clusters Score -9850344 nChanged 53
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	Iteration 40F: 3 clusters Score -9850349 nChanged 50
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	Iteration 41Q: 3 clusters Score -9850360 nChanged 45
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	Iteration 42Q: 3 clusters Score -9850350 nChanged 41
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	Iteration 43Q: 3 clusters Score -9850355 nChanged 33
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	Iteration 44Q: 3 clusters Score -9850357 nChanged 30
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	Iteration 45Q: 3 clusters Score -9850359 nChanged 39
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	Iteration 46Q: 3 clusters Score -9850353 nChanged 32
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	Iteration 47Q: 3 clusters Score -9850357 nChanged 26
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	Iteration 48Q: 3 clusters Score -9850362 nChanged 18
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9850368 nChanged 15
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9850356 nChanged 14
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	Iteration 51Q: 3 clusters Score -9850358 nChanged 18
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	Iteration 52Q: 3 clusters Score -9850360 nChanged 22
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	Iteration 53Q: 3 clusters Score -9850376 nChanged 14
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	Iteration 54Q: 3 clusters Score -9850371 nChanged 10
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	Iteration 55Q: 3 clusters Score -9850372 nChanged 14
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	Iteration 56Q: 3 clusters Score -9850368 nChanged 16
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	Iteration 57Q: 3 clusters Score -9850372 nChanged 15
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	Iteration 58Q: 3 clusters Score -9850365 nChanged 17
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	Iteration 59Q: 3 clusters Score -9850381 nChanged 17
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9850387 nChanged 13
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	Iteration 61Q: 3 clusters Score -9850369 nChanged 10
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	Iteration 62Q: 3 clusters Score -9850369 nChanged 10
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	Iteration 63Q: 3 clusters Score -9850360 nChanged 12
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	Iteration 64Q: 3 clusters Score -9850369 nChanged 7
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	Iteration 65Q: 3 clusters Score -9850373 nChanged 5
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	Iteration 66Q: 3 clusters Score -9850378 nChanged 5
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	Iteration 67Q: 3 clusters Score -9850370 nChanged 5
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	Iteration 68Q: 3 clusters Score -9850377 nChanged 6
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	Iteration 69Q: 3 clusters Score -9850369 nChanged 6
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	Iteration 70Q: 3 clusters Score -9850365 nChanged 9
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	Iteration 71Q: 3 clusters Score -9850357 nChanged 7
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	Iteration 72Q: 3 clusters Score -9850351 nChanged 6
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	Iteration 73Q: 3 clusters Score -9850357 nChanged 7
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	Iteration 74Q: 3 clusters Score -9850364 nChanged 12
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	Iteration 75Q: 3 clusters Score -9850369 nChanged 14
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	Iteration 76Q: 3 clusters Score -9850381 nChanged 16
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	Iteration 77Q: 3 clusters Score -9850384 nChanged 11
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	Iteration 78Q: 3 clusters Score -9850383 nChanged 8
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	Iteration 79Q: 3 clusters Score -9850360 nChanged 7
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	Iteration 80F: 3 clusters Score -9850358 nChanged 6
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	Iteration 81Q: 3 clusters Score -9850351 nChanged 8
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	Iteration 82Q: 3 clusters Score -9850357 nChanged 8
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	Iteration 83Q: 3 clusters Score -9850362 nChanged 6
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	Iteration 84Q: 3 clusters Score -9850375 nChanged 5
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	Iteration 85Q: 3 clusters Score -9850376 nChanged 4
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	Iteration 86Q: 3 clusters Score -9850370 nChanged 4
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	Iteration 87Q: 3 clusters Score -9850372 nChanged 4
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	Iteration 88Q: 3 clusters Score -9850373 nChanged 6
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	Iteration 89Q: 3 clusters Score -9850374 nChanged 7
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	Iteration 90Q: 3 clusters Score -9850378 nChanged 6
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	Iteration 91Q: 3 clusters Score -9850387 nChanged 7
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	Iteration 92Q: 3 clusters Score -9850375 nChanged 4
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	Iteration 93Q: 3 clusters Score -9850377 nChanged 7
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	Iteration 94Q: 3 clusters Score -9850376 nChanged 4
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	Iteration 95Q: 3 clusters Score -9850371 nChanged 4
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	Iteration 96Q: 3 clusters Score -9850371 nChanged 7
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	Iteration 97Q: 3 clusters Score -9850372 nChanged 8
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	Iteration 98Q: 3 clusters Score -9850366 nChanged 9
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	Iteration 99Q: 3 clusters Score -9850383 nChanged 10
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	Iteration 100F: 3 clusters Score -9850373 nChanged 14
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	Iteration 101Q: 3 clusters Score -9850378 nChanged 9
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	Iteration 102Q: 3 clusters Score -9850373 nChanged 11
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	Iteration 103Q: 3 clusters Score -9850386 nChanged 9
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	Iteration 104Q: 3 clusters Score -9850386 nChanged 8
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	Iteration 105Q: 3 clusters Score -9850394 nChanged 7
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	Iteration 106Q: 3 clusters Score -9850383 nChanged 9
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	Iteration 107Q: 3 clusters Score -9850384 nChanged 18
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	Iteration 108Q: 3 clusters Score -9850386 nChanged 13
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	Iteration 109Q: 3 clusters Score -9850389 nChanged 19
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	Iteration 110Q: 3 clusters Score -9850386 nChanged 21
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	Iteration 111Q: 3 clusters Score -9850378 nChanged 19
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	Iteration 112Q: 3 clusters Score -9850385 nChanged 20
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	Iteration 113Q: 3 clusters Score -9850387 nChanged 22
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	Iteration 114Q: 3 clusters Score -9850387 nChanged 20
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	Iteration 115Q: 3 clusters Score -9850379 nChanged 19
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	Iteration 116Q: 3 clusters Score -9850389 nChanged 15
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	Iteration 117Q: 3 clusters Score -9850405 nChanged 19
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	Iteration 119Q: 3 clusters Score -9850408 nChanged 23
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	Iteration 120F: 3 clusters Score -9850427 nChanged 23
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	Iteration 121Q: 3 clusters Score -9850434 nChanged 24
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	Iteration 123Q: 3 clusters Score -9850447 nChanged 26
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	Iteration 124Q: 3 clusters Score -9850432 nChanged 20
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	Iteration 125Q: 3 clusters Score -9850435 nChanged 12
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	Iteration 126Q: 3 clusters Score -9850426 nChanged 14
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Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9850427.000000 Penalty: 5412.077148
	Iteration 127Q: 3 clusters Score -9850427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9850424.000000 Penalty: 5412.077148
	Iteration 128Q: 3 clusters Score -9850424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -9850427.000000 Penalty: 5412.077148
	Iteration 129Q: 3 clusters Score -9850427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -9850423.000000 Penalty: 5412.077148
	Iteration 130Q: 3 clusters Score -9850423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9850420.000000 Penalty: 5412.077148
	Iteration 131Q: 3 clusters Score -9850420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -9850409.000000 Penalty: 5412.077148
	Iteration 132Q: 3 clusters Score -9850409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -9850405.000000 Penalty: 5412.077148
	Iteration 133Q: 3 clusters Score -9850405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9850395.000000 Penalty: 5412.077148
	Iteration 134Q: 3 clusters Score -9850395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9850402.000000 Penalty: 5412.077148
	Iteration 135Q: 3 clusters Score -9850402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -9850414.000000 Penalty: 5412.077148
	Iteration 136Q: 3 clusters Score -9850414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -9850414.000000 Penalty: 5412.077148
	Iteration 137Q: 3 clusters Score -9850414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -9850418.000000 Penalty: 5412.077148
	Iteration 138Q: 3 clusters Score -9850418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -9850417.000000 Penalty: 5412.077148
	Iteration 139Q: 3 clusters Score -9850417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -9850416.000000 Penalty: 5412.077148
	Iteration 140F: 3 clusters Score -9850416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9850420.000000 Penalty: 5412.077148
	Iteration 141Q: 3 clusters Score -9850420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9850421.000000 Penalty: 5412.077148
	Iteration 142Q: 3 clusters Score -9850421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9850421.000000 Penalty: 5412.077148
	Iteration 143F: 3 clusters Score -9850421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Entering Unmasked Estep 
Score: -6989863.500000 Penalty: 2623.479736
	Iteration 0F: 2 clusters Score -6989864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -6963300.500000 Penalty: 5246.959473
	Iteration 0F: 3 clusters Score -6963300 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -6973346.500000 Penalty: 5246.959473
	Iteration 1F: 3 clusters Score -6973346 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -6973922.000000 Penalty: 5246.959473
	Iteration 2Q: 3 clusters Score -6973922 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -6974444.500000 Penalty: 5246.959473
	Iteration 3Q: 3 clusters Score -6974444 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -6975080.000000 Penalty: 5246.959473
	Iteration 4Q: 3 clusters Score -6975080 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6976004.000000 Penalty: 5246.959473
	Iteration 5Q: 3 clusters Score -6976004 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -6977303.000000 Penalty: 5246.959473
	Iteration 6F: 3 clusters Score -6977303 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6978998.000000 Penalty: 5246.959473
	Iteration 7F: 3 clusters Score -6978998 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -6981206.500000 Penalty: 5246.959473
	Iteration 8F: 3 clusters Score -6981206 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -6983467.000000 Penalty: 5246.959473
	Iteration 9F: 3 clusters Score -6983467 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6985121.000000 Penalty: 5246.959473
	Iteration 10Q: 3 clusters Score -6985121 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6986237.000000 Penalty: 5246.959473
	Iteration 11Q: 3 clusters Score -6986237 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6986855.500000 Penalty: 5246.959473
	Iteration 12Q: 3 clusters Score -6986856 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6987206.000000 Penalty: 5246.959473
	Iteration 13Q: 3 clusters Score -6987206 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6987440.500000 Penalty: 5246.959473
	Iteration 14Q: 3 clusters Score -6987440 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6987590.500000 Penalty: 5246.959473
	Iteration 15Q: 3 clusters Score -6987590 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6987680.500000 Penalty: 5246.959473
	Iteration 16Q: 3 clusters Score -6987680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6987710.000000 Penalty: 5246.959473
	Iteration 17Q: 3 clusters Score -6987710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6987758.000000 Penalty: 5246.959473
	Iteration 18Q: 3 clusters Score -6987758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6987789.500000 Penalty: 5246.959473
	Iteration 19Q: 3 clusters Score -6987790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6987808.500000 Penalty: 5246.959473
	Iteration 20F: 3 clusters Score -6987808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6987826.000000 Penalty: 5246.959473
	Iteration 21Q: 3 clusters Score -6987826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6987830.000000 Penalty: 5246.959473
	Iteration 22Q: 3 clusters Score -6987830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6987844.500000 Penalty: 5246.959473
	Iteration 23Q: 3 clusters Score -6987844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6987850.500000 Penalty: 5246.959473
	Iteration 24Q: 3 clusters Score -6987850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6987848.500000 Penalty: 5246.959473
	Iteration 25Q: 3 clusters Score -6987848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6987850.500000 Penalty: 5246.959473
	Iteration 26Q: 3 clusters Score -6987850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6987864.000000 Penalty: 5246.959473
	Iteration 27Q: 3 clusters Score -6987864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6987868.000000 Penalty: 5246.959473
	Iteration 28Q: 3 clusters Score -6987868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6987871.500000 Penalty: 5246.959473
	Iteration 29Q: 3 clusters Score -6987872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6987878.500000 Penalty: 5246.959473
	Iteration 30Q: 3 clusters Score -6987878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6987876.500000 Penalty: 5246.959473
	Iteration 31Q: 3 clusters Score -6987876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6987878.000000 Penalty: 5246.959473
	Iteration 32Q: 3 clusters Score -6987878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6987880.000000 Penalty: 5246.959473
	Iteration 33Q: 3 clusters Score -6987880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6987894.000000 Penalty: 5246.959473
	Iteration 34Q: 3 clusters Score -6987894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6987901.000000 Penalty: 5246.959473
	Iteration 35Q: 3 clusters Score -6987901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6987901.500000 Penalty: 5246.959473
	Iteration 36Q: 3 clusters Score -6987902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6987908.500000 Penalty: 5246.959473
	Iteration 37Q: 3 clusters Score -6987908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6987907.500000 Penalty: 5246.959473
	Iteration 38Q: 3 clusters Score -6987908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6987919.500000 Penalty: 5246.959473
	Iteration 39Q: 3 clusters Score -6987920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6987929.000000 Penalty: 5246.959473
	Iteration 40F: 3 clusters Score -6987929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6987935.000000 Penalty: 5246.959473
	Iteration 41Q: 3 clusters Score -6987935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6987939.500000 Penalty: 5246.959473
	Iteration 42Q: 3 clusters Score -6987940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6987953.000000 Penalty: 5246.959473
	Iteration 43Q: 3 clusters Score -6987953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6987962.000000 Penalty: 5246.959473
	Iteration 44Q: 3 clusters Score -6987962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6987958.500000 Penalty: 5246.959473
	Iteration 45Q: 3 clusters Score -6987958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6987969.500000 Penalty: 5246.959473
	Iteration 46Q: 3 clusters Score -6987970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6987975.000000 Penalty: 5246.959473
	Iteration 47Q: 3 clusters Score -6987975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6987984.000000 Penalty: 5246.959473
	Iteration 48Q: 3 clusters Score -6987984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6987988.500000 Penalty: 5246.959473
	Iteration 49Q: 3 clusters Score -6987988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6987987.500000 Penalty: 5246.959473
	Iteration 50Q: 3 clusters Score -6987988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6987997.500000 Penalty: 5246.959473
	Iteration 51Q: 3 clusters Score -6987998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6987984.500000 Penalty: 5246.959473
	Iteration 52Q: 3 clusters Score -6987984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6987991.500000 Penalty: 5246.959473
	Iteration 53Q: 3 clusters Score -6987992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6988000.000000 Penalty: 5246.959473
	Iteration 54Q: 3 clusters Score -6988000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6988007.000000 Penalty: 5246.959473
	Iteration 55Q: 3 clusters Score -6988007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6988012.500000 Penalty: 5246.959473
	Iteration 56Q: 3 clusters Score -6988012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6988012.500000 Penalty: 5246.959473
	Iteration 57Q: 3 clusters Score -6988012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6988011.500000 Penalty: 5246.959473
	Iteration 58Q: 3 clusters Score -6988012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6988020.500000 Penalty: 5246.959473
	Iteration 59Q: 3 clusters Score -6988020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6988021.000000 Penalty: 5246.959473
	Iteration 60F: 3 clusters Score -6988021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6988030.500000 Penalty: 5246.959473
	Iteration 61Q: 3 clusters Score -6988030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6988028.500000 Penalty: 5246.959473
	Iteration 62Q: 3 clusters Score -6988028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6988037.000000 Penalty: 5246.959473
	Iteration 63Q: 3 clusters Score -6988037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6988040.500000 Penalty: 5246.959473
	Iteration 64Q: 3 clusters Score -6988040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6988031.500000 Penalty: 5246.959473
	Iteration 65Q: 3 clusters Score -6988032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6988031.500000 Penalty: 5246.959473
	Iteration 66F: 3 clusters Score -6988032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Entering Unmasked Estep 
Score: -8077552.500000 Penalty: 2657.786621
	Iteration 0F: 2 clusters Score -8077552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -8048036.000000 Penalty: 5315.573242
	Iteration 0F: 3 clusters Score -8048036 nChanged 20667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -8059326.500000 Penalty: 5315.573242
	Iteration 1F: 3 clusters Score -8059326 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8059957.500000 Penalty: 5315.573242
	Iteration 2Q: 3 clusters Score -8059958 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8060591.500000 Penalty: 5315.573242
	Iteration 3Q: 3 clusters Score -8060592 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8061314.500000 Penalty: 5315.573242
	Iteration 4Q: 3 clusters Score -8061314 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8062209.500000 Penalty: 5315.573242
	Iteration 5Q: 3 clusters Score -8062210 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -8063479.500000 Penalty: 5315.573242
	Iteration 6F: 3 clusters Score -8063480 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -8065152.000000 Penalty: 5315.573242
	Iteration 7F: 3 clusters Score -8065152 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -8067067.000000 Penalty: 5315.573242
	Iteration 8F: 3 clusters Score -8067067 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -8069180.000000 Penalty: 5315.573242
	Iteration 9F: 3 clusters Score -8069180 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -8071076.000000 Penalty: 5315.573242
	Iteration 10F: 3 clusters Score -8071076 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -8072470.000000 Penalty: 5315.573242
	Iteration 11Q: 3 clusters Score -8072470 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -8073282.500000 Penalty: 5315.573242
	Iteration 12Q: 3 clusters Score -8073282 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -8073765.500000 Penalty: 5315.573242
	Iteration 13Q: 3 clusters Score -8073766 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8074108.000000 Penalty: 5315.573242
	Iteration 14Q: 3 clusters Score -8074108 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -8074378.500000 Penalty: 5315.573242
	Iteration 15Q: 3 clusters Score -8074378 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -8074569.500000 Penalty: 5315.573242
	Iteration 16Q: 3 clusters Score -8074570 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -8074807.000000 Penalty: 5315.573242
	Iteration 17Q: 3 clusters Score -8074807 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -8074979.000000 Penalty: 5315.573242
	Iteration 18Q: 3 clusters Score -8074979 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8075081.000000 Penalty: 5315.573242
	Iteration 19Q: 3 clusters Score -8075081 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -8075195.000000 Penalty: 5315.573242
	Iteration 20F: 3 clusters Score -8075195 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -8075285.000000 Penalty: 5315.573242
	Iteration 21Q: 3 clusters Score -8075285 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8075349.500000 Penalty: 5315.573242
	Iteration 22Q: 3 clusters Score -8075350 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -8075407.500000 Penalty: 5315.573242
	Iteration 23Q: 3 clusters Score -8075408 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -8075502.500000 Penalty: 5315.573242
	Iteration 24Q: 3 clusters Score -8075502 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -8075581.500000 Penalty: 5315.573242
	Iteration 25Q: 3 clusters Score -8075582 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8075647.000000 Penalty: 5315.573242
	Iteration 26Q: 3 clusters Score -8075647 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -8075689.500000 Penalty: 5315.573242
	Iteration 27Q: 3 clusters Score -8075690 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -8075737.500000 Penalty: 5315.573242
	Iteration 28Q: 3 clusters Score -8075738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -8075765.000000 Penalty: 5315.573242
	Iteration 29Q: 3 clusters Score -8075765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -8075768.000000 Penalty: 5315.573242
	Iteration 30Q: 3 clusters Score -8075768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -8075788.500000 Penalty: 5315.573242
	Iteration 31Q: 3 clusters Score -8075788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -8075806.500000 Penalty: 5315.573242
	Iteration 32Q: 3 clusters Score -8075806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8075813.000000 Penalty: 5315.573242
	Iteration 33Q: 3 clusters Score -8075813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8075820.000000 Penalty: 5315.573242
	Iteration 34Q: 3 clusters Score -8075820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -8075832.000000 Penalty: 5315.573242
	Iteration 35Q: 3 clusters Score -8075832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8075843.000000 Penalty: 5315.573242
	Iteration 36Q: 3 clusters Score -8075843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8075861.500000 Penalty: 5315.573242
	Iteration 37Q: 3 clusters Score -8075862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -8075872.000000 Penalty: 5315.573242
	Iteration 38Q: 3 clusters Score -8075872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8075874.500000 Penalty: 5315.573242
	Iteration 39Q: 3 clusters Score -8075874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8075879.000000 Penalty: 5315.573242
	Iteration 40F: 3 clusters Score -8075879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8075883.000000 Penalty: 5315.573242
	Iteration 41Q: 3 clusters Score -8075883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -8075894.000000 Penalty: 5315.573242
	Iteration 42Q: 3 clusters Score -8075894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -8075888.500000 Penalty: 5315.573242
	Iteration 43Q: 3 clusters Score -8075888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8075899.500000 Penalty: 5315.573242
	Iteration 44Q: 3 clusters Score -8075900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8075891.500000 Penalty: 5315.573242
	Iteration 45Q: 3 clusters Score -8075892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8075902.500000 Penalty: 5315.573242
	Iteration 46Q: 3 clusters Score -8075902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -8075913.000000 Penalty: 5315.573242
	Iteration 47Q: 3 clusters Score -8075913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -8075907.500000 Penalty: 5315.573242
	Iteration 48Q: 3 clusters Score -8075908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8075899.000000 Penalty: 5315.573242
	Iteration 49Q: 3 clusters Score -8075899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8075906.000000 Penalty: 5315.573242
	Iteration 50Q: 3 clusters Score -8075906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8075901.000000 Penalty: 5315.573242
	Iteration 51Q: 3 clusters Score -8075901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8075900.500000 Penalty: 5315.573242
	Iteration 52Q: 3 clusters Score -8075900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8075899.000000 Penalty: 5315.573242
	Iteration 53Q: 3 clusters Score -8075899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -8075902.500000 Penalty: 5315.573242
	Iteration 54Q: 3 clusters Score -8075902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8075902.500000 Penalty: 5315.573242
	Iteration 55Q: 3 clusters Score -8075902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -8075903.000000 Penalty: 5315.573242
	Iteration 56Q: 3 clusters Score -8075903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8075904.000000 Penalty: 5315.573242
	Iteration 57Q: 3 clusters Score -8075904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8075908.500000 Penalty: 5315.573242
	Iteration 58Q: 3 clusters Score -8075908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -8075915.500000 Penalty: 5315.573242
	Iteration 59Q: 3 clusters Score -8075916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8075921.000000 Penalty: 5315.573242
	Iteration 60F: 3 clusters Score -8075921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -8075913.500000 Penalty: 5315.573242
	Iteration 61Q: 3 clusters Score -8075914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8075923.500000 Penalty: 5315.573242
	Iteration 62Q: 3 clusters Score -8075924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8075917.500000 Penalty: 5315.573242
	Iteration 63Q: 3 clusters Score -8075918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -8075915.500000 Penalty: 5315.573242
	Iteration 64Q: 3 clusters Score -8075916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8075918.000000 Penalty: 5315.573242
	Iteration 65Q: 3 clusters Score -8075918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8075916.000000 Penalty: 5315.573242
	Iteration 66Q: 3 clusters Score -8075916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8075916.000000 Penalty: 5315.573242
	Iteration 67F: 3 clusters Score -8075916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Entering Unmasked Estep 
Score: -6378124.500000 Penalty: 2601.318848
	Iteration 0F: 2 clusters Score -6378124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -6353627.000000 Penalty: 5202.637695
	Iteration 0F: 3 clusters Score -6353627 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -6362638.500000 Penalty: 5202.637695
	Iteration 1F: 3 clusters Score -6362638 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -6363135.000000 Penalty: 5202.637695
	Iteration 2Q: 3 clusters Score -6363135 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6363620.000000 Penalty: 5202.637695
	Iteration 3Q: 3 clusters Score -6363620 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -6364144.000000 Penalty: 5202.637695
	Iteration 4Q: 3 clusters Score -6364144 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -6364764.000000 Penalty: 5202.637695
	Iteration 5Q: 3 clusters Score -6364764 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -6365536.500000 Penalty: 5202.637695
	Iteration 6Q: 3 clusters Score -6365536 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -6366461.500000 Penalty: 5202.637695
	Iteration 7F: 3 clusters Score -6366462 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -6367398.000000 Penalty: 5202.637695
	Iteration 8F: 3 clusters Score -6367398 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6368297.500000 Penalty: 5202.637695
	Iteration 9F: 3 clusters Score -6368298 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -6369078.000000 Penalty: 5202.637695
	Iteration 10Q: 3 clusters Score -6369078 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -6369775.500000 Penalty: 5202.637695
	Iteration 11Q: 3 clusters Score -6369776 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -6370460.500000 Penalty: 5202.637695
	Iteration 12Q: 3 clusters Score -6370460 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -6371138.000000 Penalty: 5202.637695
	Iteration 13Q: 3 clusters Score -6371138 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -6371909.500000 Penalty: 5202.637695
	Iteration 14Q: 3 clusters Score -6371910 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -6372794.000000 Penalty: 5202.637695
	Iteration 15Q: 3 clusters Score -6372794 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -6373605.000000 Penalty: 5202.637695
	Iteration 16Q: 3 clusters Score -6373605 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -6374318.500000 Penalty: 5202.637695
	Iteration 17Q: 3 clusters Score -6374318 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6374933.000000 Penalty: 5202.637695
	Iteration 18Q: 3 clusters Score -6374933 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6375328.500000 Penalty: 5202.637695
	Iteration 19Q: 3 clusters Score -6375328 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6375610.500000 Penalty: 5202.637695
	Iteration 20F: 3 clusters Score -6375610 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6375797.500000 Penalty: 5202.637695
	Iteration 21Q: 3 clusters Score -6375798 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6375940.500000 Penalty: 5202.637695
	Iteration 22Q: 3 clusters Score -6375940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6376057.000000 Penalty: 5202.637695
	Iteration 23Q: 3 clusters Score -6376057 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6376139.500000 Penalty: 5202.637695
	Iteration 24Q: 3 clusters Score -6376140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6376183.000000 Penalty: 5202.637695
	Iteration 25Q: 3 clusters Score -6376183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6376218.500000 Penalty: 5202.637695
	Iteration 26Q: 3 clusters Score -6376218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6376236.000000 Penalty: 5202.637695
	Iteration 27Q: 3 clusters Score -6376236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6376257.500000 Penalty: 5202.637695
	Iteration 28Q: 3 clusters Score -6376258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6376265.500000 Penalty: 5202.637695
	Iteration 29Q: 3 clusters Score -6376266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6376284.500000 Penalty: 5202.637695
	Iteration 30Q: 3 clusters Score -6376284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6376295.500000 Penalty: 5202.637695
	Iteration 31Q: 3 clusters Score -6376296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6376305.500000 Penalty: 5202.637695
	Iteration 32Q: 3 clusters Score -6376306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6376326.500000 Penalty: 5202.637695
	Iteration 33Q: 3 clusters Score -6376326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6376327.500000 Penalty: 5202.637695
	Iteration 34Q: 3 clusters Score -6376328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6376334.500000 Penalty: 5202.637695
	Iteration 35Q: 3 clusters Score -6376334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6376339.500000 Penalty: 5202.637695
	Iteration 36Q: 3 clusters Score -6376340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6376342.000000 Penalty: 5202.637695
	Iteration 37Q: 3 clusters Score -6376342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6376341.500000 Penalty: 5202.637695
	Iteration 38Q: 3 clusters Score -6376342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6376343.500000 Penalty: 5202.637695
	Iteration 39Q: 3 clusters Score -6376344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6376347.000000 Penalty: 5202.637695
	Iteration 40F: 3 clusters Score -6376347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6376354.500000 Penalty: 5202.637695
	Iteration 41Q: 3 clusters Score -6376354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6376354.500000 Penalty: 5202.637695
	Iteration 42Q: 3 clusters Score -6376354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6376364.000000 Penalty: 5202.637695
	Iteration 43Q: 3 clusters Score -6376364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6376361.000000 Penalty: 5202.637695
	Iteration 44Q: 3 clusters Score -6376361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6376367.500000 Penalty: 5202.637695
	Iteration 45Q: 3 clusters Score -6376368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6376373.000000 Penalty: 5202.637695
	Iteration 46Q: 3 clusters Score -6376373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6376371.500000 Penalty: 5202.637695
	Iteration 47Q: 3 clusters Score -6376372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6376372.500000 Penalty: 5202.637695
	Iteration 48Q: 3 clusters Score -6376372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6376372.500000 Penalty: 5202.637695
	Iteration 49F: 3 clusters Score -6376372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Entering Unmasked Estep 
Score: -3174928.750000 Penalty: 2433.939941
	Iteration 0F: 2 clusters Score -3174929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3161946.500000 Penalty: 4867.879883
	Iteration 0F: 3 clusters Score -3161946 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3166209.500000 Penalty: 4867.879883
	Iteration 1F: 3 clusters Score -3166210 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3166602.250000 Penalty: 4867.879883
	Iteration 2F: 3 clusters Score -3166602 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3166901.250000 Penalty: 4867.879883
	Iteration 3Q: 3 clusters Score -3166901 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3167171.250000 Penalty: 4867.879883
	Iteration 4Q: 3 clusters Score -3167171 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3167471.500000 Penalty: 4867.879883
	Iteration 5Q: 3 clusters Score -3167472 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3167820.250000 Penalty: 4867.879883
	Iteration 6Q: 3 clusters Score -3167820 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3168208.750000 Penalty: 4867.879883
	Iteration 7Q: 3 clusters Score -3168209 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3168701.500000 Penalty: 4867.879883
	Iteration 8Q: 3 clusters Score -3168702 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3169261.500000 Penalty: 4867.879883
	Iteration 9F: 3 clusters Score -3169262 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3169830.500000 Penalty: 4867.879883
	Iteration 10F: 3 clusters Score -3169830 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3170375.750000 Penalty: 4867.879883
	Iteration 11Q: 3 clusters Score -3170376 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3170963.000000 Penalty: 4867.879883
	Iteration 12Q: 3 clusters Score -3170963 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3171531.750000 Penalty: 4867.879883
	Iteration 13Q: 3 clusters Score -3171532 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3172068.750000 Penalty: 4867.879883
	Iteration 14Q: 3 clusters Score -3172069 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3172430.500000 Penalty: 4867.879883
	Iteration 15Q: 3 clusters Score -3172430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3172667.750000 Penalty: 4867.879883
	Iteration 16Q: 3 clusters Score -3172668 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3172856.000000 Penalty: 4867.879883
	Iteration 17Q: 3 clusters Score -3172856 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3173002.750000 Penalty: 4867.879883
	Iteration 18Q: 3 clusters Score -3173003 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3173084.500000 Penalty: 4867.879883
	Iteration 19Q: 3 clusters Score -3173084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3173120.000000 Penalty: 4867.879883
	Iteration 20F: 3 clusters Score -3173120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3173152.250000 Penalty: 4867.879883
	Iteration 21Q: 3 clusters Score -3173152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3173153.750000 Penalty: 4867.879883
	Iteration 22Q: 3 clusters Score -3173154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3173160.000000 Penalty: 4867.879883
	Iteration 23Q: 3 clusters Score -3173160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3173162.250000 Penalty: 4867.879883
	Iteration 24Q: 3 clusters Score -3173162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3173163.750000 Penalty: 4867.879883
	Iteration 25Q: 3 clusters Score -3173164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3173167.000000 Penalty: 4867.879883
	Iteration 26Q: 3 clusters Score -3173167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3173167.500000 Penalty: 4867.879883
	Iteration 27Q: 3 clusters Score -3173168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3173167.000000 Penalty: 4867.879883
	Iteration 28Q: 3 clusters Score -3173167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3173167.500000 Penalty: 4867.879883
	Iteration 29Q: 3 clusters Score -3173168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3173166.250000 Penalty: 4867.879883
	Iteration 30Q: 3 clusters Score -3173166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3173166.500000 Penalty: 4867.879883
	Iteration 31Q: 3 clusters Score -3173166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3173171.250000 Penalty: 4867.879883
	Iteration 32Q: 3 clusters Score -3173171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3173175.750000 Penalty: 4867.879883
	Iteration 33Q: 3 clusters Score -3173176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3173174.000000 Penalty: 4867.879883
	Iteration 34Q: 3 clusters Score -3173174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3173176.750000 Penalty: 4867.879883
	Iteration 35Q: 3 clusters Score -3173177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3173177.000000 Penalty: 4867.879883
	Iteration 36Q: 3 clusters Score -3173177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3173176.000000 Penalty: 4867.879883
	Iteration 37Q: 3 clusters Score -3173176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3173178.000000 Penalty: 4867.879883
	Iteration 38Q: 3 clusters Score -3173178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3173180.750000 Penalty: 4867.879883
	Iteration 39Q: 3 clusters Score -3173181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3173181.750000 Penalty: 4867.879883
	Iteration 40F: 3 clusters Score -3173182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -607243.125000 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -607243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -603640.375000 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -603640.4 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -604468.812500 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -604468.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -604668.250000 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -604668.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -604815.187500 Penalty: 4056.744141
	Iteration 3F: 3 clusters Score -604815.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -604927.625000 Penalty: 4056.744141
	Iteration 4Q: 3 clusters Score -604927.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -605023.812500 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -605023.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -605106.312500 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -605106.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -605174.187500 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -605174.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -605225.875000 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -605225.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -605278.125000 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -605278.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -605323.875000 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -605323.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -605356.250000 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -605356.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -605374.812500 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -605374.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -605387.875000 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -605387.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -605411.250000 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -605411.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -605430.812500 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -605430.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -605447.750000 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -605447.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -605459.750000 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -605459.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -605477.437500 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -605477.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -605497.500000 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -605497.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -605533.125000 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -605533.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -605577.062500 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -605577.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -605620.437500 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -605620.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -605661.875000 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -605661.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -605703.187500 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -605703.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -605736.875000 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -605736.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -605775.250000 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -605775.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -605820.437500 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -605820.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -605852.312500 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -605852.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -605881.375000 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -605881.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -605902.875000 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -605902.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -605915.562500 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -605915.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -605922.562500 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -605922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -605928.312500 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -605928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -605928.875000 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -605928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -605935.375000 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -605935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -605943.812500 Penalty: 4056.744141
	Iteration 36Q: 3 clusters Score -605943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -605948.312500 Penalty: 4056.744141
	Iteration 37Q: 3 clusters Score -605948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -605949.750000 Penalty: 4056.744141
	Iteration 38Q: 3 clusters Score -605949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -605950.562500 Penalty: 4056.744141
	Iteration 39Q: 3 clusters Score -605950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -605953.437500 Penalty: 4056.744141
	Iteration 40F: 3 clusters Score -605953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -605954.875000 Penalty: 4056.744141
	Iteration 41Q: 3 clusters Score -605954.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -605959.562500 Penalty: 4056.744141
	Iteration 42Q: 3 clusters Score -605959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -605961.437500 Penalty: 4056.744141
	Iteration 43Q: 3 clusters Score -605961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -605962.875000 Penalty: 4056.744141
	Iteration 44Q: 3 clusters Score -605962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -605967.750000 Penalty: 4056.744141
	Iteration 45Q: 3 clusters Score -605967.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -605974.687500 Penalty: 4056.744141
	Iteration 46Q: 3 clusters Score -605974.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -605984.625000 Penalty: 4056.744141
	Iteration 47Q: 3 clusters Score -605984.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -605995.000000 Penalty: 4056.744141
	Iteration 48Q: 3 clusters Score -605995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -606004.000000 Penalty: 4056.744141
	Iteration 49Q: 3 clusters Score -606004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -606016.250000 Penalty: 4056.744141
	Iteration 50Q: 3 clusters Score -606016.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -606028.125000 Penalty: 4056.744141
	Iteration 51Q: 3 clusters Score -606028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -606034.062500 Penalty: 4056.744141
	Iteration 52Q: 3 clusters Score -606034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -606039.937500 Penalty: 4056.744141
	Iteration 53Q: 3 clusters Score -606039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -606044.875000 Penalty: 4056.744141
	Iteration 54Q: 3 clusters Score -606044.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -606050.375000 Penalty: 4056.744141
	Iteration 55Q: 3 clusters Score -606050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -606054.250000 Penalty: 4056.744141
	Iteration 56Q: 3 clusters Score -606054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -606057.750000 Penalty: 4056.744141
	Iteration 57Q: 3 clusters Score -606057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -606061.437500 Penalty: 4056.744141
	Iteration 58Q: 3 clusters Score -606061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -606061.687500 Penalty: 4056.744141
	Iteration 59Q: 3 clusters Score -606061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -606062.875000 Penalty: 4056.744141
	Iteration 60F: 3 clusters Score -606062.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -101951.687500 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -101951.7 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 306 members 
Entering Unmasked Estep 
Score: -100383.617188 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -100383.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100651.000000 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -100651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -100833.453125 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -100833.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -100969.000000 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -100969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -101047.210938 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -101047.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -101085.640625 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -101085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -101100.765625 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -101100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -101105.289062 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -101105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -101107.507812 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -101107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -101110.078125 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -101110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -101112.210938 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -101112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -101112.210938 Penalty: 3178.630371
	Iteration 11F: 3 clusters Score -101112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 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 226 members 
Entering Unmasked Estep 
Score: -39520.558594 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39520.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39775.269531 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39775.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39884.210938 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -39884.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39933.261719 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -39933.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39970.242188 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -39970.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40011.441406 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -40011.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40041.320312 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -40041.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40058.886719 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -40058.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40068.484375 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -40068.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40070.914062 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -40070.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40071.835938 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -40071.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40071.835938 Penalty: 3004.165039
	Iteration 11F: 3 clusters Score -40071.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -1156878.500000 Penalty: 2175.914551
	Iteration 0F: 2 clusters Score -1156878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1151438.000000 Penalty: 4351.829102
	Iteration 0F: 3 clusters Score -1151438 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1152814.000000 Penalty: 4351.829102
	Iteration 1F: 3 clusters Score -1152814 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1153074.375000 Penalty: 4351.829102
	Iteration 2F: 3 clusters Score -1153074 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1153261.125000 Penalty: 4351.829102
	Iteration 3F: 3 clusters Score -1153261 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1153407.500000 Penalty: 4351.829102
	Iteration 4Q: 3 clusters Score -1153408 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1153530.875000 Penalty: 4351.829102
	Iteration 5Q: 3 clusters Score -1153531 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1153644.125000 Penalty: 4351.829102
	Iteration 6Q: 3 clusters Score -1153644 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1153727.125000 Penalty: 4351.829102
	Iteration 7Q: 3 clusters Score -1153727 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1153817.500000 Penalty: 4351.829102
	Iteration 8Q: 3 clusters Score -1153818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1153892.500000 Penalty: 4351.829102
	Iteration 9Q: 3 clusters Score -1153892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1153952.750000 Penalty: 4351.829102
	Iteration 10Q: 3 clusters Score -1153953 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1153993.625000 Penalty: 4351.829102
	Iteration 11Q: 3 clusters Score -1153994 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1154045.375000 Penalty: 4351.829102
	Iteration 12Q: 3 clusters Score -1154045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1154104.125000 Penalty: 4351.829102
	Iteration 13Q: 3 clusters Score -1154104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1154180.250000 Penalty: 4351.829102
	Iteration 14Q: 3 clusters Score -1154180 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1154268.875000 Penalty: 4351.829102
	Iteration 15Q: 3 clusters Score -1154269 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1154396.500000 Penalty: 4351.829102
	Iteration 16Q: 3 clusters Score -1154396 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1154516.625000 Penalty: 4351.829102
	Iteration 17Q: 3 clusters Score -1154517 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1154629.750000 Penalty: 4351.829102
	Iteration 18Q: 3 clusters Score -1154630 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1154716.750000 Penalty: 4351.829102
	Iteration 19Q: 3 clusters Score -1154717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1154802.875000 Penalty: 4351.829102
	Iteration 20F: 3 clusters Score -1154803 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1154889.875000 Penalty: 4351.829102
	Iteration 21Q: 3 clusters Score -1154890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1154976.875000 Penalty: 4351.829102
	Iteration 22Q: 3 clusters Score -1154977 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1155044.125000 Penalty: 4351.829102
	Iteration 23Q: 3 clusters Score -1155044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1155101.250000 Penalty: 4351.829102
	Iteration 24Q: 3 clusters Score -1155101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1155135.625000 Penalty: 4351.829102
	Iteration 25Q: 3 clusters Score -1155136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1155160.500000 Penalty: 4351.829102
	Iteration 26Q: 3 clusters Score -1155160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1155179.500000 Penalty: 4351.829102
	Iteration 27Q: 3 clusters Score -1155180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1155201.375000 Penalty: 4351.829102
	Iteration 28Q: 3 clusters Score -1155201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1155213.750000 Penalty: 4351.829102
	Iteration 29Q: 3 clusters Score -1155214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1155224.500000 Penalty: 4351.829102
	Iteration 30Q: 3 clusters Score -1155224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1155229.250000 Penalty: 4351.829102
	Iteration 31Q: 3 clusters Score -1155229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1155235.875000 Penalty: 4351.829102
	Iteration 32Q: 3 clusters Score -1155236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1155240.500000 Penalty: 4351.829102
	Iteration 33Q: 3 clusters Score -1155240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1155243.625000 Penalty: 4351.829102
	Iteration 34Q: 3 clusters Score -1155244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1155250.500000 Penalty: 4351.829102
	Iteration 35Q: 3 clusters Score -1155250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1155252.125000 Penalty: 4351.829102
	Iteration 36Q: 3 clusters Score -1155252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1155254.125000 Penalty: 4351.829102
	Iteration 37Q: 3 clusters Score -1155254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1155253.875000 Penalty: 4351.829102
	Iteration 38Q: 3 clusters Score -1155254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1155255.125000 Penalty: 4351.829102
	Iteration 39Q: 3 clusters Score -1155255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1155255.125000 Penalty: 4351.829102
	Iteration 40F: 3 clusters Score -1155255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1155256.375000 Penalty: 4351.829102
	Iteration 41Q: 3 clusters Score -1155256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1155256.375000 Penalty: 4351.829102
	Iteration 42F: 3 clusters Score -1155256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Entering Unmasked Estep 
Score: -2345366.250000 Penalty: 2355.242920
	Iteration 0F: 2 clusters Score -2345366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2335701.250000 Penalty: 4710.485840
	Iteration 0F: 3 clusters Score -2335701 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2338756.750000 Penalty: 4710.485840
	Iteration 1F: 3 clusters Score -2338757 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2339198.500000 Penalty: 4710.485840
	Iteration 2F: 3 clusters Score -2339198 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2339537.250000 Penalty: 4710.485840
	Iteration 3F: 3 clusters Score -2339537 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2339827.500000 Penalty: 4710.485840
	Iteration 4Q: 3 clusters Score -2339828 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2340103.500000 Penalty: 4710.485840
	Iteration 5Q: 3 clusters Score -2340104 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2340378.750000 Penalty: 4710.485840
	Iteration 6Q: 3 clusters Score -2340379 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2340660.250000 Penalty: 4710.485840
	Iteration 7Q: 3 clusters Score -2340660 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2340929.250000 Penalty: 4710.485840
	Iteration 8Q: 3 clusters Score -2340929 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2341222.750000 Penalty: 4710.485840
	Iteration 9Q: 3 clusters Score -2341223 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2341502.750000 Penalty: 4710.485840
	Iteration 10Q: 3 clusters Score -2341503 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2341775.000000 Penalty: 4710.485840
	Iteration 11Q: 3 clusters Score -2341775 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2341996.250000 Penalty: 4710.485840
	Iteration 12Q: 3 clusters Score -2341996 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2342176.500000 Penalty: 4710.485840
	Iteration 13Q: 3 clusters Score -2342176 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2342350.250000 Penalty: 4710.485840
	Iteration 14Q: 3 clusters Score -2342350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2342493.250000 Penalty: 4710.485840
	Iteration 15Q: 3 clusters Score -2342493 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2342614.000000 Penalty: 4710.485840
	Iteration 16Q: 3 clusters Score -2342614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2342732.750000 Penalty: 4710.485840
	Iteration 17Q: 3 clusters Score -2342733 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2342851.500000 Penalty: 4710.485840
	Iteration 18Q: 3 clusters Score -2342852 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2342926.750000 Penalty: 4710.485840
	Iteration 19Q: 3 clusters Score -2342927 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2342982.000000 Penalty: 4710.485840
	Iteration 20F: 3 clusters Score -2342982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2343024.000000 Penalty: 4710.485840
	Iteration 21Q: 3 clusters Score -2343024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2343054.750000 Penalty: 4710.485840
	Iteration 22Q: 3 clusters Score -2343055 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2343091.000000 Penalty: 4710.485840
	Iteration 23Q: 3 clusters Score -2343091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2343114.250000 Penalty: 4710.485840
	Iteration 24Q: 3 clusters Score -2343114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2343125.500000 Penalty: 4710.485840
	Iteration 25Q: 3 clusters Score -2343126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2343150.250000 Penalty: 4710.485840
	Iteration 26Q: 3 clusters Score -2343150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2343163.000000 Penalty: 4710.485840
	Iteration 27Q: 3 clusters Score -2343163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2343179.750000 Penalty: 4710.485840
	Iteration 28Q: 3 clusters Score -2343180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2343189.750000 Penalty: 4710.485840
	Iteration 29Q: 3 clusters Score -2343190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2343210.250000 Penalty: 4710.485840
	Iteration 30Q: 3 clusters Score -2343210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2343221.000000 Penalty: 4710.485840
	Iteration 31Q: 3 clusters Score -2343221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2343235.750000 Penalty: 4710.485840
	Iteration 32Q: 3 clusters Score -2343236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2343256.500000 Penalty: 4710.485840
	Iteration 33Q: 3 clusters Score -2343256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2343276.750000 Penalty: 4710.485840
	Iteration 34Q: 3 clusters Score -2343277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2343290.250000 Penalty: 4710.485840
	Iteration 35Q: 3 clusters Score -2343290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2343311.000000 Penalty: 4710.485840
	Iteration 36Q: 3 clusters Score -2343311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2343324.250000 Penalty: 4710.485840
	Iteration 37Q: 3 clusters Score -2343324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2343326.250000 Penalty: 4710.485840
	Iteration 38Q: 3 clusters Score -2343326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2343343.500000 Penalty: 4710.485840
	Iteration 39Q: 3 clusters Score -2343344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2343360.750000 Penalty: 4710.485840
	Iteration 40F: 3 clusters Score -2343361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2343377.000000 Penalty: 4710.485840
	Iteration 41Q: 3 clusters Score -2343377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2343390.750000 Penalty: 4710.485840
	Iteration 42Q: 3 clusters Score -2343391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2343402.250000 Penalty: 4710.485840
	Iteration 43Q: 3 clusters Score -2343402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2343410.500000 Penalty: 4710.485840
	Iteration 44Q: 3 clusters Score -2343410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2343427.000000 Penalty: 4710.485840
	Iteration 45Q: 3 clusters Score -2343427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2343440.500000 Penalty: 4710.485840
	Iteration 46Q: 3 clusters Score -2343440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2343457.250000 Penalty: 4710.485840
	Iteration 47Q: 3 clusters Score -2343457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2343476.000000 Penalty: 4710.485840
	Iteration 48Q: 3 clusters Score -2343476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2343496.500000 Penalty: 4710.485840
	Iteration 49Q: 3 clusters Score -2343496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2343514.750000 Penalty: 4710.485840
	Iteration 50Q: 3 clusters Score -2343515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2343531.000000 Penalty: 4710.485840
	Iteration 51Q: 3 clusters Score -2343531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2343555.000000 Penalty: 4710.485840
	Iteration 52Q: 3 clusters Score -2343555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2343582.000000 Penalty: 4710.485840
	Iteration 53Q: 3 clusters Score -2343582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2343610.750000 Penalty: 4710.485840
	Iteration 54Q: 3 clusters Score -2343611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2343653.500000 Penalty: 4710.485840
	Iteration 55Q: 3 clusters Score -2343654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2343715.500000 Penalty: 4710.485840
	Iteration 56Q: 3 clusters Score -2343716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2343768.500000 Penalty: 4710.485840
	Iteration 57Q: 3 clusters Score -2343768 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2343805.500000 Penalty: 4710.485840
	Iteration 58Q: 3 clusters Score -2343806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2343837.000000 Penalty: 4710.485840
	Iteration 59Q: 3 clusters Score -2343837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2343850.750000 Penalty: 4710.485840
	Iteration 60F: 3 clusters Score -2343851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2343876.000000 Penalty: 4710.485840
	Iteration 61Q: 3 clusters Score -2343876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2343906.500000 Penalty: 4710.485840
	Iteration 62Q: 3 clusters Score -2343906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2343925.750000 Penalty: 4710.485840
	Iteration 63Q: 3 clusters Score -2343926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2343949.250000 Penalty: 4710.485840
	Iteration 64Q: 3 clusters Score -2343949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2343967.000000 Penalty: 4710.485840
	Iteration 65Q: 3 clusters Score -2343967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2343988.250000 Penalty: 4710.485840
	Iteration 66Q: 3 clusters Score -2343988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2344001.750000 Penalty: 4710.485840
	Iteration 67Q: 3 clusters Score -2344002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2344014.000000 Penalty: 4710.485840
	Iteration 68Q: 3 clusters Score -2344014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2344028.500000 Penalty: 4710.485840
	Iteration 69Q: 3 clusters Score -2344028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2344040.500000 Penalty: 4710.485840
	Iteration 70Q: 3 clusters Score -2344040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2344055.750000 Penalty: 4710.485840
	Iteration 71Q: 3 clusters Score -2344056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2344065.750000 Penalty: 4710.485840
	Iteration 72Q: 3 clusters Score -2344066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2344078.750000 Penalty: 4710.485840
	Iteration 73Q: 3 clusters Score -2344079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2344093.500000 Penalty: 4710.485840
	Iteration 74Q: 3 clusters Score -2344094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2344109.250000 Penalty: 4710.485840
	Iteration 75Q: 3 clusters Score -2344109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2344123.750000 Penalty: 4710.485840
	Iteration 76Q: 3 clusters Score -2344124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2344140.250000 Penalty: 4710.485840
	Iteration 77Q: 3 clusters Score -2344140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2344147.750000 Penalty: 4710.485840
	Iteration 78Q: 3 clusters Score -2344148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2344160.500000 Penalty: 4710.485840
	Iteration 79Q: 3 clusters Score -2344160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2344165.750000 Penalty: 4710.485840
	Iteration 80F: 3 clusters Score -2344166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2344171.750000 Penalty: 4710.485840
	Iteration 81Q: 3 clusters Score -2344172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2344187.000000 Penalty: 4710.485840
	Iteration 82Q: 3 clusters Score -2344187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2344201.500000 Penalty: 4710.485840
	Iteration 83Q: 3 clusters Score -2344202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2344213.500000 Penalty: 4710.485840
	Iteration 84Q: 3 clusters Score -2344214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2344229.000000 Penalty: 4710.485840
	Iteration 85Q: 3 clusters Score -2344229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2344242.000000 Penalty: 4710.485840
	Iteration 86Q: 3 clusters Score -2344242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2344264.750000 Penalty: 4710.485840
	Iteration 87Q: 3 clusters Score -2344265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2344270.250000 Penalty: 4710.485840
	Iteration 88Q: 3 clusters Score -2344270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2344276.000000 Penalty: 4710.485840
	Iteration 89Q: 3 clusters Score -2344276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2344286.500000 Penalty: 4710.485840
	Iteration 90Q: 3 clusters Score -2344286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2344306.500000 Penalty: 4710.485840
	Iteration 91Q: 3 clusters Score -2344306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2344311.750000 Penalty: 4710.485840
	Iteration 92Q: 3 clusters Score -2344312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2344323.500000 Penalty: 4710.485840
	Iteration 93Q: 3 clusters Score -2344324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2344336.250000 Penalty: 4710.485840
	Iteration 94Q: 3 clusters Score -2344336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2344352.750000 Penalty: 4710.485840
	Iteration 95Q: 3 clusters Score -2344353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2344363.500000 Penalty: 4710.485840
	Iteration 96Q: 3 clusters Score -2344364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2344379.250000 Penalty: 4710.485840
	Iteration 97Q: 3 clusters Score -2344379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2344396.750000 Penalty: 4710.485840
	Iteration 98Q: 3 clusters Score -2344397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2344405.500000 Penalty: 4710.485840
	Iteration 99Q: 3 clusters Score -2344406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2344416.750000 Penalty: 4710.485840
	Iteration 100F: 3 clusters Score -2344417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2344439.750000 Penalty: 4710.485840
	Iteration 101Q: 3 clusters Score -2344440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2344446.000000 Penalty: 4710.485840
	Iteration 102Q: 3 clusters Score -2344446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2344459.500000 Penalty: 4710.485840
	Iteration 103Q: 3 clusters Score -2344460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2344466.250000 Penalty: 4710.485840
	Iteration 104Q: 3 clusters Score -2344466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2344482.500000 Penalty: 4710.485840
	Iteration 105Q: 3 clusters Score -2344482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2344489.000000 Penalty: 4710.485840
	Iteration 106Q: 3 clusters Score -2344489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2344499.250000 Penalty: 4710.485840
	Iteration 107Q: 3 clusters Score -2344499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2344513.750000 Penalty: 4710.485840
	Iteration 108Q: 3 clusters Score -2344514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2344533.750000 Penalty: 4710.485840
	Iteration 109Q: 3 clusters Score -2344534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2344546.000000 Penalty: 4710.485840
	Iteration 110Q: 3 clusters Score -2344546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2344554.750000 Penalty: 4710.485840
	Iteration 111Q: 3 clusters Score -2344555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2344563.750000 Penalty: 4710.485840
	Iteration 112Q: 3 clusters Score -2344564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2344577.750000 Penalty: 4710.485840
	Iteration 113Q: 3 clusters Score -2344578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2344587.250000 Penalty: 4710.485840
	Iteration 114Q: 3 clusters Score -2344587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2344592.500000 Penalty: 4710.485840
	Iteration 115Q: 3 clusters Score -2344592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2344606.500000 Penalty: 4710.485840
	Iteration 116Q: 3 clusters Score -2344606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2344625.500000 Penalty: 4710.485840
	Iteration 117Q: 3 clusters Score -2344626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2344641.000000 Penalty: 4710.485840
	Iteration 118Q: 3 clusters Score -2344641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2344650.750000 Penalty: 4710.485840
	Iteration 119Q: 3 clusters Score -2344651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2344663.750000 Penalty: 4710.485840
	Iteration 120F: 3 clusters Score -2344664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2344670.000000 Penalty: 4710.485840
	Iteration 121Q: 3 clusters Score -2344670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2344671.000000 Penalty: 4710.485840
	Iteration 122Q: 3 clusters Score -2344671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2344675.250000 Penalty: 4710.485840
	Iteration 123Q: 3 clusters Score -2344675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2344681.250000 Penalty: 4710.485840
	Iteration 124Q: 3 clusters Score -2344681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2344691.000000 Penalty: 4710.485840
	Iteration 125Q: 3 clusters Score -2344691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2344698.250000 Penalty: 4710.485840
	Iteration 126Q: 3 clusters Score -2344698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2344705.000000 Penalty: 4710.485840
	Iteration 127Q: 3 clusters Score -2344705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2344710.500000 Penalty: 4710.485840
	Iteration 128Q: 3 clusters Score -2344710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2344720.250000 Penalty: 4710.485840
	Iteration 129Q: 3 clusters Score -2344720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2344720.500000 Penalty: 4710.485840
	Iteration 130Q: 3 clusters Score -2344720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2344729.500000 Penalty: 4710.485840
	Iteration 131Q: 3 clusters Score -2344730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2344731.500000 Penalty: 4710.485840
	Iteration 132Q: 3 clusters Score -2344732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2344739.000000 Penalty: 4710.485840
	Iteration 133Q: 3 clusters Score -2344739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2344747.750000 Penalty: 4710.485840
	Iteration 134Q: 3 clusters Score -2344748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2344755.000000 Penalty: 4710.485840
	Iteration 135Q: 3 clusters Score -2344755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2344754.750000 Penalty: 4710.485840
	Iteration 136Q: 3 clusters Score -2344755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2344767.500000 Penalty: 4710.485840
	Iteration 137Q: 3 clusters Score -2344768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2344774.000000 Penalty: 4710.485840
	Iteration 138Q: 3 clusters Score -2344774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2344777.750000 Penalty: 4710.485840
	Iteration 139Q: 3 clusters Score -2344778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2344785.750000 Penalty: 4710.485840
	Iteration 140F: 3 clusters Score -2344786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2344791.500000 Penalty: 4710.485840
	Iteration 141Q: 3 clusters Score -2344792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2344796.500000 Penalty: 4710.485840
	Iteration 142Q: 3 clusters Score -2344796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2344804.000000 Penalty: 4710.485840
	Iteration 143Q: 3 clusters Score -2344804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2344812.000000 Penalty: 4710.485840
	Iteration 144Q: 3 clusters Score -2344812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2344817.750000 Penalty: 4710.485840
	Iteration 145Q: 3 clusters Score -2344818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2344819.500000 Penalty: 4710.485840
	Iteration 146Q: 3 clusters Score -2344820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2344823.750000 Penalty: 4710.485840
	Iteration 147Q: 3 clusters Score -2344824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2344824.000000 Penalty: 4710.485840
	Iteration 148Q: 3 clusters Score -2344824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2344829.250000 Penalty: 4710.485840
	Iteration 149Q: 3 clusters Score -2344829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2344832.250000 Penalty: 4710.485840
	Iteration 150Q: 3 clusters Score -2344832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2344840.750000 Penalty: 4710.485840
	Iteration 151Q: 3 clusters Score -2344841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2344846.500000 Penalty: 4710.485840
	Iteration 152Q: 3 clusters Score -2344846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2344848.250000 Penalty: 4710.485840
	Iteration 153Q: 3 clusters Score -2344848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2344854.750000 Penalty: 4710.485840
	Iteration 154Q: 3 clusters Score -2344855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2344852.750000 Penalty: 4710.485840
	Iteration 155Q: 3 clusters Score -2344853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2344860.500000 Penalty: 4710.485840
	Iteration 156Q: 3 clusters Score -2344860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2344866.750000 Penalty: 4710.485840
	Iteration 157Q: 3 clusters Score -2344867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2344865.750000 Penalty: 4710.485840
	Iteration 158Q: 3 clusters Score -2344866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2344866.500000 Penalty: 4710.485840
	Iteration 159Q: 3 clusters Score -2344866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2344870.000000 Penalty: 4710.485840
	Iteration 160F: 3 clusters Score -2344870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2344869.750000 Penalty: 4710.485840
	Iteration 161Q: 3 clusters Score -2344870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2344871.000000 Penalty: 4710.485840
	Iteration 162Q: 3 clusters Score -2344871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2344871.250000 Penalty: 4710.485840
	Iteration 163Q: 3 clusters Score -2344871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2344871.000000 Penalty: 4710.485840
	Iteration 164Q: 3 clusters Score -2344871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2344867.750000 Penalty: 4710.485840
	Iteration 165Q: 3 clusters Score -2344868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2344874.750000 Penalty: 4710.485840
	Iteration 166Q: 3 clusters Score -2344875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2344872.000000 Penalty: 4710.485840
	Iteration 167Q: 3 clusters Score -2344872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2344875.250000 Penalty: 4710.485840
	Iteration 168Q: 3 clusters Score -2344875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2344878.750000 Penalty: 4710.485840
	Iteration 169Q: 3 clusters Score -2344879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2344877.750000 Penalty: 4710.485840
	Iteration 170Q: 3 clusters Score -2344878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2344877.750000 Penalty: 4710.485840
	Iteration 171F: 3 clusters Score -2344878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Entering Unmasked Estep 
Score: -8036347.500000 Penalty: 2653.880127
	Iteration 0F: 2 clusters Score -8036348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8007328.500000 Penalty: 5307.760254
	Iteration 0F: 3 clusters Score -8007328 nChanged 20460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8018527.500000 Penalty: 5307.760254
	Iteration 1F: 3 clusters Score -8018528 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -8019120.500000 Penalty: 5307.760254
	Iteration 2Q: 3 clusters Score -8019120 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8019709.500000 Penalty: 5307.760254
	Iteration 3Q: 3 clusters Score -8019710 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -8020455.000000 Penalty: 5307.760254
	Iteration 4Q: 3 clusters Score -8020455 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -8021485.000000 Penalty: 5307.760254
	Iteration 5Q: 3 clusters Score -8021485 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -8023071.500000 Penalty: 5307.760254
	Iteration 6F: 3 clusters Score -8023072 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -8025200.500000 Penalty: 5307.760254
	Iteration 7F: 3 clusters Score -8025200 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -8027575.000000 Penalty: 5307.760254
	Iteration 8F: 3 clusters Score -8027575 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -8029664.500000 Penalty: 5307.760254
	Iteration 9F: 3 clusters Score -8029664 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -8031222.000000 Penalty: 5307.760254
	Iteration 10Q: 3 clusters Score -8031222 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -8032233.000000 Penalty: 5307.760254
	Iteration 11Q: 3 clusters Score -8032233 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8032869.500000 Penalty: 5307.760254
	Iteration 12Q: 3 clusters Score -8032870 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -8033300.500000 Penalty: 5307.760254
	Iteration 13Q: 3 clusters Score -8033300 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8033585.000000 Penalty: 5307.760254
	Iteration 14Q: 3 clusters Score -8033585 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -8033753.500000 Penalty: 5307.760254
	Iteration 15Q: 3 clusters Score -8033754 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -8033858.500000 Penalty: 5307.760254
	Iteration 16Q: 3 clusters Score -8033858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8033946.000000 Penalty: 5307.760254
	Iteration 17Q: 3 clusters Score -8033946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8033981.500000 Penalty: 5307.760254
	Iteration 18Q: 3 clusters Score -8033982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8034026.500000 Penalty: 5307.760254
	Iteration 19Q: 3 clusters Score -8034026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8034052.500000 Penalty: 5307.760254
	Iteration 20F: 3 clusters Score -8034052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -8034102.000000 Penalty: 5307.760254
	Iteration 21Q: 3 clusters Score -8034102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8034134.000000 Penalty: 5307.760254
	Iteration 22Q: 3 clusters Score -8034134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8034142.000000 Penalty: 5307.760254
	Iteration 23Q: 3 clusters Score -8034142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8034160.500000 Penalty: 5307.760254
	Iteration 24Q: 3 clusters Score -8034160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8034177.000000 Penalty: 5307.760254
	Iteration 25Q: 3 clusters Score -8034177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8034183.000000 Penalty: 5307.760254
	Iteration 26Q: 3 clusters Score -8034183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8034193.000000 Penalty: 5307.760254
	Iteration 27Q: 3 clusters Score -8034193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -8034195.500000 Penalty: 5307.760254
	Iteration 28Q: 3 clusters Score -8034196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8034192.500000 Penalty: 5307.760254
	Iteration 29Q: 3 clusters Score -8034192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8034189.500000 Penalty: 5307.760254
	Iteration 30Q: 3 clusters Score -8034190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -8034186.500000 Penalty: 5307.760254
	Iteration 31Q: 3 clusters Score -8034186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8034193.500000 Penalty: 5307.760254
	Iteration 32Q: 3 clusters Score -8034194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -8034194.000000 Penalty: 5307.760254
	Iteration 33Q: 3 clusters Score -8034194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8034213.000000 Penalty: 5307.760254
	Iteration 34Q: 3 clusters Score -8034213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8034223.500000 Penalty: 5307.760254
	Iteration 35Q: 3 clusters Score -8034224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8034222.500000 Penalty: 5307.760254
	Iteration 36Q: 3 clusters Score -8034222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8034234.500000 Penalty: 5307.760254
	Iteration 37Q: 3 clusters Score -8034234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -8034245.500000 Penalty: 5307.760254
	Iteration 38Q: 3 clusters Score -8034246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -8034252.500000 Penalty: 5307.760254
	Iteration 39Q: 3 clusters Score -8034252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8034253.500000 Penalty: 5307.760254
	Iteration 40F: 3 clusters Score -8034254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8034254.500000 Penalty: 5307.760254
	Iteration 41Q: 3 clusters Score -8034254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -8034254.500000 Penalty: 5307.760254
	Iteration 42Q: 3 clusters Score -8034254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8034260.000000 Penalty: 5307.760254
	Iteration 43Q: 3 clusters Score -8034260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8034260.000000 Penalty: 5307.760254
	Iteration 44F: 3 clusters Score -8034260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 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 342 members 
Entering Unmasked Estep 
Score: -89521.867188 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89521.87 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90064.281250 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -90064.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90361.976562 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90361.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90496.203125 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -90496.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90601.335938 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -90601.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90699.640625 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90699.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90805.085938 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90805.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90863.835938 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -90863.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90916.562500 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -90916.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90966.289062 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -90966.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90985.023438 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -90985.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91003.875000 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -91003.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91020.804688 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -91020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91041.085938 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -91041.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91052.734375 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -91052.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91071.195312 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -91071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91074.515625 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -91074.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91086.570312 Penalty: 3207.978516
	Iteration 17F: 3 clusters Score -91086.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91112.648438 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -91112.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91122.500000 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -91122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91130.820312 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -91130.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91132.367188 Penalty: 3207.978516
	Iteration 21Q: 3 clusters Score -91132.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91132.367188 Penalty: 3207.978516
	Iteration 22F: 3 clusters Score -91132.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 48590 members 
Mstep: Class 10 contains 50386 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 47892 members 
Mstep: Class 13 contains 54800 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44406 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 37652 members 
Mstep: Class 26 contains 8588 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41262 members 
Mstep: Class 29 contains 41629 members 
Mstep: Class 30 contains 23261 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35320 members 
Mstep: Class 33 contains 44763 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43150 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38327 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43175 members 
Mstep: Class 44 contains 49118 members 
Mstep: Class 45 contains 345 members 
Entering Unmasked Estep 
Score: -196427776.000000 Penalty: 155465.468750
Splitting cluster 24 changes total score from -196429920.000000 to -196427776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (37652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Entering Unmasked Estep 
Score: -6743944.000000 Penalty: 2612.963135
	Iteration 0F: 2 clusters Score -6743944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -6718412.000000 Penalty: 5225.926270
	Iteration 0F: 3 clusters Score -6718412 nChanged 17212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -6727987.000000 Penalty: 5225.926270
	Iteration 1F: 3 clusters Score -6727987 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -6728740.500000 Penalty: 5225.926270
	Iteration 2F: 3 clusters Score -6728740 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -6729609.500000 Penalty: 5225.926270
	Iteration 3F: 3 clusters Score -6729610 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -6730812.000000 Penalty: 5225.926270
	Iteration 4F: 3 clusters Score -6730812 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -6732411.500000 Penalty: 5225.926270
	Iteration 5F: 3 clusters Score -6732412 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -6734696.000000 Penalty: 5225.926270
	Iteration 6F: 3 clusters Score -6734696 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6737140.500000 Penalty: 5225.926270
	Iteration 7F: 3 clusters Score -6737140 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -6739192.500000 Penalty: 5225.926270
	Iteration 8F: 3 clusters Score -6739192 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6740484.500000 Penalty: 5225.926270
	Iteration 9Q: 3 clusters Score -6740484 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6741157.500000 Penalty: 5225.926270
	Iteration 10Q: 3 clusters Score -6741158 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6741428.500000 Penalty: 5225.926270
	Iteration 11Q: 3 clusters Score -6741428 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6741609.500000 Penalty: 5225.926270
	Iteration 12Q: 3 clusters Score -6741610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6741712.000000 Penalty: 5225.926270
	Iteration 13Q: 3 clusters Score -6741712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6741761.000000 Penalty: 5225.926270
	Iteration 14Q: 3 clusters Score -6741761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6741802.500000 Penalty: 5225.926270
	Iteration 15Q: 3 clusters Score -6741802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6741834.000000 Penalty: 5225.926270
	Iteration 16Q: 3 clusters Score -6741834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6741851.000000 Penalty: 5225.926270
	Iteration 17Q: 3 clusters Score -6741851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6741875.000000 Penalty: 5225.926270
	Iteration 18Q: 3 clusters Score -6741875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6741890.500000 Penalty: 5225.926270
	Iteration 19Q: 3 clusters Score -6741890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6741902.000000 Penalty: 5225.926270
	Iteration 20F: 3 clusters Score -6741902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6741908.000000 Penalty: 5225.926270
	Iteration 21Q: 3 clusters Score -6741908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6741900.500000 Penalty: 5225.926270
	Iteration 22Q: 3 clusters Score -6741900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6741910.500000 Penalty: 5225.926270
	Iteration 23Q: 3 clusters Score -6741910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6741904.500000 Penalty: 5225.926270
	Iteration 24Q: 3 clusters Score -6741904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6741903.000000 Penalty: 5225.926270
	Iteration 25Q: 3 clusters Score -6741903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6741911.500000 Penalty: 5225.926270
	Iteration 26Q: 3 clusters Score -6741912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6741911.000000 Penalty: 5225.926270
	Iteration 27Q: 3 clusters Score -6741911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6741909.000000 Penalty: 5225.926270
	Iteration 28Q: 3 clusters Score -6741909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6741909.000000 Penalty: 5225.926270
	Iteration 29F: 3 clusters Score -6741909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Entering Unmasked Estep 
Score: -1522540.875000 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -1522541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1515739.500000 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -1515740 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1517577.875000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -1517578 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1517813.375000 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -1517813 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1517981.625000 Penalty: 4492.828125
	Iteration 3Q: 3 clusters Score -1517982 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1518111.500000 Penalty: 4492.828125
	Iteration 4Q: 3 clusters Score -1518112 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1518216.125000 Penalty: 4492.828125
	Iteration 5Q: 3 clusters Score -1518216 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1518313.500000 Penalty: 4492.828125
	Iteration 6Q: 3 clusters Score -1518314 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1518420.250000 Penalty: 4492.828125
	Iteration 7Q: 3 clusters Score -1518420 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1518529.375000 Penalty: 4492.828125
	Iteration 8Q: 3 clusters Score -1518529 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1518660.250000 Penalty: 4492.828125
	Iteration 9Q: 3 clusters Score -1518660 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1518798.750000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -1518799 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1518943.125000 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -1518943 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1519125.875000 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -1519126 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1519327.375000 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -1519327 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1519540.250000 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -1519540 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1519734.375000 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -1519734 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1519910.750000 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -1519911 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1520061.000000 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -1520061 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1520185.250000 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -1520185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1520262.000000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -1520262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1520333.750000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -1520334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1520404.125000 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -1520404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1520447.875000 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -1520448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1520495.250000 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -1520495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1520541.500000 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -1520542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1520562.625000 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -1520563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1520577.375000 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -1520577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1520589.125000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -1520589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1520597.625000 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -1520598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1520602.250000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -1520602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1520606.250000 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -1520606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1520610.000000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -1520610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1520617.000000 Penalty: 4492.828125
	Iteration 32Q: 3 clusters Score -1520617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1520621.875000 Penalty: 4492.828125
	Iteration 33Q: 3 clusters Score -1520622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1520624.875000 Penalty: 4492.828125
	Iteration 34Q: 3 clusters Score -1520625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1520626.125000 Penalty: 4492.828125
	Iteration 35Q: 3 clusters Score -1520626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1520626.125000 Penalty: 4492.828125
	Iteration 36F: 3 clusters Score -1520626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Entering Unmasked Estep 
Score: -8271948.500000 Penalty: 2665.557861
	Iteration 0F: 2 clusters Score -8271948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8241871.000000 Penalty: 5331.115723
	Iteration 0F: 3 clusters Score -8241871 nChanged 21407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -8253801.500000 Penalty: 5331.115723
	Iteration 1F: 3 clusters Score -8253802 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -8254660.000000 Penalty: 5331.115723
	Iteration 2Q: 3 clusters Score -8254660 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -8255688.000000 Penalty: 5331.115723
	Iteration 3F: 3 clusters Score -8255688 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -8257166.000000 Penalty: 5331.115723
	Iteration 4F: 3 clusters Score -8257166 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -8258911.500000 Penalty: 5331.115723
	Iteration 5F: 3 clusters Score -8258912 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -8260890.000000 Penalty: 5331.115723
	Iteration 6F: 3 clusters Score -8260890 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -8262820.000000 Penalty: 5331.115723
	Iteration 7F: 3 clusters Score -8262820 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -8264541.500000 Penalty: 5331.115723
	Iteration 8F: 3 clusters Score -8264542 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -8266018.000000 Penalty: 5331.115723
	Iteration 9Q: 3 clusters Score -8266018 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -8267055.000000 Penalty: 5331.115723
	Iteration 10Q: 3 clusters Score -8267055 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -8267992.500000 Penalty: 5331.115723
	Iteration 11Q: 3 clusters Score -8267992 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8268627.000000 Penalty: 5331.115723
	Iteration 12Q: 3 clusters Score -8268627 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -8268986.500000 Penalty: 5331.115723
	Iteration 13Q: 3 clusters Score -8268986 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -8269219.500000 Penalty: 5331.115723
	Iteration 14Q: 3 clusters Score -8269220 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8269367.500000 Penalty: 5331.115723
	Iteration 15Q: 3 clusters Score -8269368 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8269471.000000 Penalty: 5331.115723
	Iteration 16Q: 3 clusters Score -8269471 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -8269547.500000 Penalty: 5331.115723
	Iteration 17Q: 3 clusters Score -8269548 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -8269586.500000 Penalty: 5331.115723
	Iteration 18Q: 3 clusters Score -8269586 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8269664.000000 Penalty: 5331.115723
	Iteration 19Q: 3 clusters Score -8269664 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8269696.500000 Penalty: 5331.115723
	Iteration 20F: 3 clusters Score -8269696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8269722.500000 Penalty: 5331.115723
	Iteration 21Q: 3 clusters Score -8269722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8269748.500000 Penalty: 5331.115723
	Iteration 22Q: 3 clusters Score -8269748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8269787.000000 Penalty: 5331.115723
	Iteration 23Q: 3 clusters Score -8269787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8269800.500000 Penalty: 5331.115723
	Iteration 24Q: 3 clusters Score -8269800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -8269805.000000 Penalty: 5331.115723
	Iteration 25Q: 3 clusters Score -8269805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -8269820.000000 Penalty: 5331.115723
	Iteration 26Q: 3 clusters Score -8269820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8269819.000000 Penalty: 5331.115723
	Iteration 27Q: 3 clusters Score -8269819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -8269827.500000 Penalty: 5331.115723
	Iteration 28Q: 3 clusters Score -8269828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8269844.000000 Penalty: 5331.115723
	Iteration 29Q: 3 clusters Score -8269844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8269838.000000 Penalty: 5331.115723
	Iteration 30Q: 3 clusters Score -8269838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8269837.500000 Penalty: 5331.115723
	Iteration 31Q: 3 clusters Score -8269838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8269855.000000 Penalty: 5331.115723
	Iteration 32Q: 3 clusters Score -8269855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -8269851.000000 Penalty: 5331.115723
	Iteration 33Q: 3 clusters Score -8269851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8269865.000000 Penalty: 5331.115723
	Iteration 34Q: 3 clusters Score -8269865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8269857.000000 Penalty: 5331.115723
	Iteration 35Q: 3 clusters Score -8269857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8269857.000000 Penalty: 5331.115723
	Iteration 36Q: 3 clusters Score -8269857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -8269861.000000 Penalty: 5331.115723
	Iteration 37Q: 3 clusters Score -8269861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -8269861.000000 Penalty: 5331.115723
	Iteration 38Q: 3 clusters Score -8269861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8269863.500000 Penalty: 5331.115723
	Iteration 39Q: 3 clusters Score -8269864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8269860.500000 Penalty: 5331.115723
	Iteration 40F: 3 clusters Score -8269860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -8269862.000000 Penalty: 5331.115723
	Iteration 41Q: 3 clusters Score -8269862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -8269864.500000 Penalty: 5331.115723
	Iteration 42Q: 3 clusters Score -8269864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -8269875.000000 Penalty: 5331.115723
	Iteration 43Q: 3 clusters Score -8269875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -8269875.000000 Penalty: 5331.115723
	Iteration 44Q: 3 clusters Score -8269875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -8269883.500000 Penalty: 5331.115723
	Iteration 45Q: 3 clusters Score -8269884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -8269878.500000 Penalty: 5331.115723
	Iteration 46Q: 3 clusters Score -8269878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8269882.500000 Penalty: 5331.115723
	Iteration 47Q: 3 clusters Score -8269882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -8269881.500000 Penalty: 5331.115723
	Iteration 48Q: 3 clusters Score -8269882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8269883.500000 Penalty: 5331.115723
	Iteration 49Q: 3 clusters Score -8269884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8269879.000000 Penalty: 5331.115723
	Iteration 50Q: 3 clusters Score -8269879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8269881.000000 Penalty: 5331.115723
	Iteration 51Q: 3 clusters Score -8269881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8269879.000000 Penalty: 5331.115723
	Iteration 52Q: 3 clusters Score -8269879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8269883.000000 Penalty: 5331.115723
	Iteration 53Q: 3 clusters Score -8269883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8269885.000000 Penalty: 5331.115723
	Iteration 54Q: 3 clusters Score -8269885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8269882.000000 Penalty: 5331.115723
	Iteration 55Q: 3 clusters Score -8269882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8269882.000000 Penalty: 5331.115723
	Iteration 56F: 3 clusters Score -8269882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Entering Unmasked Estep 
Score: -7398952.500000 Penalty: 2635.668945
	Iteration 0F: 2 clusters Score -7398952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -7371297.500000 Penalty: 5271.337891
	Iteration 0F: 3 clusters Score -7371298 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -7381395.500000 Penalty: 5271.337891
	Iteration 1F: 3 clusters Score -7381396 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -7381831.500000 Penalty: 5271.337891
	Iteration 2Q: 3 clusters Score -7381832 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -7382235.000000 Penalty: 5271.337891
	Iteration 3Q: 3 clusters Score -7382235 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7382643.500000 Penalty: 5271.337891
	Iteration 4Q: 3 clusters Score -7382644 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -7383058.500000 Penalty: 5271.337891
	Iteration 5Q: 3 clusters Score -7383058 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -7383595.000000 Penalty: 5271.337891
	Iteration 6Q: 3 clusters Score -7383595 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -7384471.500000 Penalty: 5271.337891
	Iteration 7Q: 3 clusters Score -7384472 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -7385830.500000 Penalty: 5271.337891
	Iteration 8F: 3 clusters Score -7385830 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -7387718.500000 Penalty: 5271.337891
	Iteration 9F: 3 clusters Score -7387718 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -7390067.500000 Penalty: 5271.337891
	Iteration 10F: 3 clusters Score -7390068 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -7392407.500000 Penalty: 5271.337891
	Iteration 11F: 3 clusters Score -7392408 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7394174.500000 Penalty: 5271.337891
	Iteration 12Q: 3 clusters Score -7394174 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7395355.000000 Penalty: 5271.337891
	Iteration 13Q: 3 clusters Score -7395355 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7395944.000000 Penalty: 5271.337891
	Iteration 14Q: 3 clusters Score -7395944 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7396254.500000 Penalty: 5271.337891
	Iteration 15Q: 3 clusters Score -7396254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7396358.000000 Penalty: 5271.337891
	Iteration 16Q: 3 clusters Score -7396358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7396443.000000 Penalty: 5271.337891
	Iteration 17Q: 3 clusters Score -7396443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7396495.500000 Penalty: 5271.337891
	Iteration 18Q: 3 clusters Score -7396496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7396515.000000 Penalty: 5271.337891
	Iteration 19Q: 3 clusters Score -7396515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7396537.000000 Penalty: 5271.337891
	Iteration 20F: 3 clusters Score -7396537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7396557.500000 Penalty: 5271.337891
	Iteration 21Q: 3 clusters Score -7396558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7396565.000000 Penalty: 5271.337891
	Iteration 22Q: 3 clusters Score -7396565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7396582.500000 Penalty: 5271.337891
	Iteration 23Q: 3 clusters Score -7396582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7396604.500000 Penalty: 5271.337891
	Iteration 24Q: 3 clusters Score -7396604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7396604.500000 Penalty: 5271.337891
	Iteration 25Q: 3 clusters Score -7396604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7396611.000000 Penalty: 5271.337891
	Iteration 26Q: 3 clusters Score -7396611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7396617.500000 Penalty: 5271.337891
	Iteration 27Q: 3 clusters Score -7396618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7396616.500000 Penalty: 5271.337891
	Iteration 28Q: 3 clusters Score -7396616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7396619.500000 Penalty: 5271.337891
	Iteration 29Q: 3 clusters Score -7396620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7396619.500000 Penalty: 5271.337891
	Iteration 30F: 3 clusters Score -7396620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Entering Unmasked Estep 
Score: -7511723.500000 Penalty: 2637.864746
	Iteration 0F: 2 clusters Score -7511724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -7484132.500000 Penalty: 5275.729492
	Iteration 0F: 3 clusters Score -7484132 nChanged 18950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -7494418.000000 Penalty: 5275.729492
	Iteration 1F: 3 clusters Score -7494418 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -7495019.500000 Penalty: 5275.729492
	Iteration 2Q: 3 clusters Score -7495020 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -7495608.500000 Penalty: 5275.729492
	Iteration 3Q: 3 clusters Score -7495608 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -7496250.000000 Penalty: 5275.729492
	Iteration 4Q: 3 clusters Score -7496250 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -7497127.500000 Penalty: 5275.729492
	Iteration 5Q: 3 clusters Score -7497128 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -7498316.000000 Penalty: 5275.729492
	Iteration 6F: 3 clusters Score -7498316 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -7500001.500000 Penalty: 5275.729492
	Iteration 7F: 3 clusters Score -7500002 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -7502095.000000 Penalty: 5275.729492
	Iteration 8F: 3 clusters Score -7502095 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -7504515.500000 Penalty: 5275.729492
	Iteration 9F: 3 clusters Score -7504516 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7506630.000000 Penalty: 5275.729492
	Iteration 10F: 3 clusters Score -7506630 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7508018.500000 Penalty: 5275.729492
	Iteration 11Q: 3 clusters Score -7508018 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -7508776.500000 Penalty: 5275.729492
	Iteration 12Q: 3 clusters Score -7508776 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -7509096.000000 Penalty: 5275.729492
	Iteration 13Q: 3 clusters Score -7509096 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7509241.000000 Penalty: 5275.729492
	Iteration 14Q: 3 clusters Score -7509241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -7509342.500000 Penalty: 5275.729492
	Iteration 15Q: 3 clusters Score -7509342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -7509378.500000 Penalty: 5275.729492
	Iteration 16Q: 3 clusters Score -7509378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7509393.500000 Penalty: 5275.729492
	Iteration 17Q: 3 clusters Score -7509394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -7509405.500000 Penalty: 5275.729492
	Iteration 18Q: 3 clusters Score -7509406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -7509411.500000 Penalty: 5275.729492
	Iteration 19Q: 3 clusters Score -7509412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -7509420.500000 Penalty: 5275.729492
	Iteration 20F: 3 clusters Score -7509420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -7509423.500000 Penalty: 5275.729492
	Iteration 21Q: 3 clusters Score -7509424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -7509435.500000 Penalty: 5275.729492
	Iteration 22Q: 3 clusters Score -7509436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -7509435.500000 Penalty: 5275.729492
	Iteration 23Q: 3 clusters Score -7509436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -7509444.500000 Penalty: 5275.729492
	Iteration 24Q: 3 clusters Score -7509444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -7509438.000000 Penalty: 5275.729492
	Iteration 25Q: 3 clusters Score -7509438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -7509445.000000 Penalty: 5275.729492
	Iteration 26Q: 3 clusters Score -7509445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7509450.500000 Penalty: 5275.729492
	Iteration 27Q: 3 clusters Score -7509450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7509450.500000 Penalty: 5275.729492
	Iteration 28F: 3 clusters Score -7509450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Entering Unmasked Estep 
Score: -4197815.500000 Penalty: 2493.524170
	Iteration 0F: 2 clusters Score -4197816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4181571.250000 Penalty: 4987.048340
	Iteration 0F: 3 clusters Score -4181571 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4187191.250000 Penalty: 4987.048340
	Iteration 1F: 3 clusters Score -4187191 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4187582.000000 Penalty: 4987.048340
	Iteration 2Q: 3 clusters Score -4187582 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4187869.000000 Penalty: 4987.048340
	Iteration 3Q: 3 clusters Score -4187869 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4188121.000000 Penalty: 4987.048340
	Iteration 4Q: 3 clusters Score -4188121 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4188330.000000 Penalty: 4987.048340
	Iteration 5Q: 3 clusters Score -4188330 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4188515.500000 Penalty: 4987.048340
	Iteration 6Q: 3 clusters Score -4188516 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4188716.000000 Penalty: 4987.048340
	Iteration 7Q: 3 clusters Score -4188716 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -4188895.000000 Penalty: 4987.048340
	Iteration 8Q: 3 clusters Score -4188895 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4189068.000000 Penalty: 4987.048340
	Iteration 9Q: 3 clusters Score -4189068 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4189264.250000 Penalty: 4987.048340
	Iteration 10Q: 3 clusters Score -4189264 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4189509.750000 Penalty: 4987.048340
	Iteration 11Q: 3 clusters Score -4189510 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -4189802.750000 Penalty: 4987.048340
	Iteration 12Q: 3 clusters Score -4189803 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4190210.250000 Penalty: 4987.048340
	Iteration 13Q: 3 clusters Score -4190210 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4190708.500000 Penalty: 4987.048340
	Iteration 14Q: 3 clusters Score -4190708 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4191395.250000 Penalty: 4987.048340
	Iteration 15Q: 3 clusters Score -4191395 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4192204.500000 Penalty: 4987.048340
	Iteration 16F: 3 clusters Score -4192204 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4193082.250000 Penalty: 4987.048340
	Iteration 17F: 3 clusters Score -4193082 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4193839.000000 Penalty: 4987.048340
	Iteration 18Q: 3 clusters Score -4193839 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4194471.000000 Penalty: 4987.048340
	Iteration 19Q: 3 clusters Score -4194471 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4194886.500000 Penalty: 4987.048340
	Iteration 20F: 3 clusters Score -4194886 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4195149.500000 Penalty: 4987.048340
	Iteration 21Q: 3 clusters Score -4195150 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4195321.000000 Penalty: 4987.048340
	Iteration 22Q: 3 clusters Score -4195321 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4195437.000000 Penalty: 4987.048340
	Iteration 23Q: 3 clusters Score -4195437 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4195516.000000 Penalty: 4987.048340
	Iteration 24Q: 3 clusters Score -4195516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4195557.000000 Penalty: 4987.048340
	Iteration 25Q: 3 clusters Score -4195557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4195587.500000 Penalty: 4987.048340
	Iteration 26Q: 3 clusters Score -4195588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4195616.500000 Penalty: 4987.048340
	Iteration 27Q: 3 clusters Score -4195616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4195649.000000 Penalty: 4987.048340
	Iteration 28Q: 3 clusters Score -4195649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4195662.500000 Penalty: 4987.048340
	Iteration 29Q: 3 clusters Score -4195662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4195667.500000 Penalty: 4987.048340
	Iteration 30Q: 3 clusters Score -4195668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4195680.500000 Penalty: 4987.048340
	Iteration 31Q: 3 clusters Score -4195680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4195680.000000 Penalty: 4987.048340
	Iteration 32Q: 3 clusters Score -4195680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4195689.000000 Penalty: 4987.048340
	Iteration 33Q: 3 clusters Score -4195689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4195688.500000 Penalty: 4987.048340
	Iteration 34Q: 3 clusters Score -4195688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4195693.000000 Penalty: 4987.048340
	Iteration 35Q: 3 clusters Score -4195693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4195696.500000 Penalty: 4987.048340
	Iteration 36Q: 3 clusters Score -4195696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4195701.500000 Penalty: 4987.048340
	Iteration 37Q: 3 clusters Score -4195702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4195701.500000 Penalty: 4987.048340
	Iteration 38F: 3 clusters Score -4195702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -1063346.125000 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -1063346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1058198.000000 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -1058198 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1059582.750000 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -1059583 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1059874.625000 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -1059875 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1060061.625000 Penalty: 4320.467285
	Iteration 3F: 3 clusters Score -1060062 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1060233.750000 Penalty: 4320.467285
	Iteration 4Q: 3 clusters Score -1060234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1060353.625000 Penalty: 4320.467285
	Iteration 5Q: 3 clusters Score -1060354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1060454.375000 Penalty: 4320.467285
	Iteration 6Q: 3 clusters Score -1060454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1060538.750000 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -1060539 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1060639.875000 Penalty: 4320.467285
	Iteration 8Q: 3 clusters Score -1060640 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1060748.500000 Penalty: 4320.467285
	Iteration 9Q: 3 clusters Score -1060748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1060859.000000 Penalty: 4320.467285
	Iteration 10Q: 3 clusters Score -1060859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1060996.375000 Penalty: 4320.467285
	Iteration 11Q: 3 clusters Score -1060996 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1061154.875000 Penalty: 4320.467285
	Iteration 12Q: 3 clusters Score -1061155 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1061296.875000 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -1061297 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1061418.250000 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -1061418 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1061493.125000 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -1061493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1061550.500000 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -1061550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1061592.750000 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -1061593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1061628.750000 Penalty: 4320.467285
	Iteration 18Q: 3 clusters Score -1061629 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1061671.875000 Penalty: 4320.467285
	Iteration 19Q: 3 clusters Score -1061672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1061707.250000 Penalty: 4320.467285
	Iteration 20F: 3 clusters Score -1061707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1061764.625000 Penalty: 4320.467285
	Iteration 21Q: 3 clusters Score -1061765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1061815.625000 Penalty: 4320.467285
	Iteration 22Q: 3 clusters Score -1061816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1061859.500000 Penalty: 4320.467285
	Iteration 23Q: 3 clusters Score -1061860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1061884.875000 Penalty: 4320.467285
	Iteration 24Q: 3 clusters Score -1061885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1061909.000000 Penalty: 4320.467285
	Iteration 25Q: 3 clusters Score -1061909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1061932.875000 Penalty: 4320.467285
	Iteration 26Q: 3 clusters Score -1061933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1061959.625000 Penalty: 4320.467285
	Iteration 27Q: 3 clusters Score -1061960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1061983.750000 Penalty: 4320.467285
	Iteration 28Q: 3 clusters Score -1061984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1062005.625000 Penalty: 4320.467285
	Iteration 29Q: 3 clusters Score -1062006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1062017.875000 Penalty: 4320.467285
	Iteration 30Q: 3 clusters Score -1062018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1062025.750000 Penalty: 4320.467285
	Iteration 31Q: 3 clusters Score -1062026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1062030.500000 Penalty: 4320.467285
	Iteration 32Q: 3 clusters Score -1062030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1062036.000000 Penalty: 4320.467285
	Iteration 33Q: 3 clusters Score -1062036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1062041.125000 Penalty: 4320.467285
	Iteration 34Q: 3 clusters Score -1062041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1062046.000000 Penalty: 4320.467285
	Iteration 35Q: 3 clusters Score -1062046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1062051.500000 Penalty: 4320.467285
	Iteration 36Q: 3 clusters Score -1062052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1062052.500000 Penalty: 4320.467285
	Iteration 37Q: 3 clusters Score -1062052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1062052.125000 Penalty: 4320.467285
	Iteration 38Q: 3 clusters Score -1062052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1062054.000000 Penalty: 4320.467285
	Iteration 39Q: 3 clusters Score -1062054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1062054.625000 Penalty: 4320.467285
	Iteration 40F: 3 clusters Score -1062055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1062055.250000 Penalty: 4320.467285
	Iteration 41Q: 3 clusters Score -1062055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1062057.500000 Penalty: 4320.467285
	Iteration 42Q: 3 clusters Score -1062058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1062057.875000 Penalty: 4320.467285
	Iteration 43Q: 3 clusters Score -1062058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1062060.000000 Penalty: 4320.467285
	Iteration 44Q: 3 clusters Score -1062060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1062062.375000 Penalty: 4320.467285
	Iteration 45Q: 3 clusters Score -1062062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1062062.250000 Penalty: 4320.467285
	Iteration 46Q: 3 clusters Score -1062062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1062062.875000 Penalty: 4320.467285
	Iteration 47Q: 3 clusters Score -1062063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1062063.125000 Penalty: 4320.467285
	Iteration 48Q: 3 clusters Score -1062063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1062063.125000 Penalty: 4320.467285
	Iteration 49F: 3 clusters Score -1062063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Entering Unmasked Estep 
Score: -6287509.500000 Penalty: 2597.106689
	Iteration 0F: 2 clusters Score -6287510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -6263649.000000 Penalty: 5194.213379
	Iteration 0F: 3 clusters Score -6263649 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -6272511.000000 Penalty: 5194.213379
	Iteration 1F: 3 clusters Score -6272511 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -6273276.000000 Penalty: 5194.213379
	Iteration 2Q: 3 clusters Score -6273276 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -6274193.000000 Penalty: 5194.213379
	Iteration 3F: 3 clusters Score -6274193 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -6275396.500000 Penalty: 5194.213379
	Iteration 4F: 3 clusters Score -6275396 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -6276967.500000 Penalty: 5194.213379
	Iteration 5F: 3 clusters Score -6276968 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6278905.500000 Penalty: 5194.213379
	Iteration 6F: 3 clusters Score -6278906 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -6280705.000000 Penalty: 5194.213379
	Iteration 7F: 3 clusters Score -6280705 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6282242.500000 Penalty: 5194.213379
	Iteration 8F: 3 clusters Score -6282242 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -6283364.500000 Penalty: 5194.213379
	Iteration 9Q: 3 clusters Score -6283364 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6284053.500000 Penalty: 5194.213379
	Iteration 10Q: 3 clusters Score -6284054 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -6284423.000000 Penalty: 5194.213379
	Iteration 11Q: 3 clusters Score -6284423 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -6284625.500000 Penalty: 5194.213379
	Iteration 12Q: 3 clusters Score -6284626 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -6284801.000000 Penalty: 5194.213379
	Iteration 13Q: 3 clusters Score -6284801 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6284891.500000 Penalty: 5194.213379
	Iteration 14Q: 3 clusters Score -6284892 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -6284961.500000 Penalty: 5194.213379
	Iteration 15Q: 3 clusters Score -6284962 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6285026.500000 Penalty: 5194.213379
	Iteration 16Q: 3 clusters Score -6285026 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -6285091.000000 Penalty: 5194.213379
	Iteration 17Q: 3 clusters Score -6285091 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6285115.000000 Penalty: 5194.213379
	Iteration 18Q: 3 clusters Score -6285115 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -6285130.000000 Penalty: 5194.213379
	Iteration 19Q: 3 clusters Score -6285130 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -6285163.500000 Penalty: 5194.213379
	Iteration 20F: 3 clusters Score -6285164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -6285173.500000 Penalty: 5194.213379
	Iteration 21Q: 3 clusters Score -6285174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -6285181.000000 Penalty: 5194.213379
	Iteration 22Q: 3 clusters Score -6285181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -6285207.500000 Penalty: 5194.213379
	Iteration 23Q: 3 clusters Score -6285208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -6285210.000000 Penalty: 5194.213379
	Iteration 24Q: 3 clusters Score -6285210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6285228.000000 Penalty: 5194.213379
	Iteration 25Q: 3 clusters Score -6285228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -6285233.500000 Penalty: 5194.213379
	Iteration 26Q: 3 clusters Score -6285234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6285240.000000 Penalty: 5194.213379
	Iteration 27Q: 3 clusters Score -6285240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -6285248.500000 Penalty: 5194.213379
	Iteration 28Q: 3 clusters Score -6285248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -6285269.000000 Penalty: 5194.213379
	Iteration 29Q: 3 clusters Score -6285269 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -6285267.000000 Penalty: 5194.213379
	Iteration 30Q: 3 clusters Score -6285267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -6285262.500000 Penalty: 5194.213379
	Iteration 31Q: 3 clusters Score -6285262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -6285278.500000 Penalty: 5194.213379
	Iteration 32Q: 3 clusters Score -6285278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6285290.000000 Penalty: 5194.213379
	Iteration 33Q: 3 clusters Score -6285290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6285316.000000 Penalty: 5194.213379
	Iteration 34Q: 3 clusters Score -6285316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6285344.500000 Penalty: 5194.213379
	Iteration 35Q: 3 clusters Score -6285344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6285354.500000 Penalty: 5194.213379
	Iteration 36Q: 3 clusters Score -6285354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6285368.000000 Penalty: 5194.213379
	Iteration 37Q: 3 clusters Score -6285368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6285389.000000 Penalty: 5194.213379
	Iteration 38Q: 3 clusters Score -6285389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6285390.000000 Penalty: 5194.213379
	Iteration 39Q: 3 clusters Score -6285390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -6285396.000000 Penalty: 5194.213379
	Iteration 40F: 3 clusters Score -6285396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6285417.000000 Penalty: 5194.213379
	Iteration 41Q: 3 clusters Score -6285417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6285418.000000 Penalty: 5194.213379
	Iteration 42Q: 3 clusters Score -6285418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -6285418.500000 Penalty: 5194.213379
	Iteration 43Q: 3 clusters Score -6285418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -6285425.000000 Penalty: 5194.213379
	Iteration 44Q: 3 clusters Score -6285425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6285420.500000 Penalty: 5194.213379
	Iteration 45Q: 3 clusters Score -6285420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -6285428.000000 Penalty: 5194.213379
	Iteration 46Q: 3 clusters Score -6285428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6285428.500000 Penalty: 5194.213379
	Iteration 47Q: 3 clusters Score -6285428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6285438.000000 Penalty: 5194.213379
	Iteration 48Q: 3 clusters Score -6285438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6285455.000000 Penalty: 5194.213379
	Iteration 49Q: 3 clusters Score -6285455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6285452.000000 Penalty: 5194.213379
	Iteration 50Q: 3 clusters Score -6285452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6285450.500000 Penalty: 5194.213379
	Iteration 51Q: 3 clusters Score -6285450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -6285459.500000 Penalty: 5194.213379
	Iteration 52Q: 3 clusters Score -6285460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6285469.000000 Penalty: 5194.213379
	Iteration 53Q: 3 clusters Score -6285469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6285477.000000 Penalty: 5194.213379
	Iteration 54Q: 3 clusters Score -6285477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -6285480.000000 Penalty: 5194.213379
	Iteration 55Q: 3 clusters Score -6285480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6285480.500000 Penalty: 5194.213379
	Iteration 56Q: 3 clusters Score -6285480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6285482.000000 Penalty: 5194.213379
	Iteration 57Q: 3 clusters Score -6285482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6285483.500000 Penalty: 5194.213379
	Iteration 58Q: 3 clusters Score -6285484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -6285499.000000 Penalty: 5194.213379
	Iteration 59Q: 3 clusters Score -6285499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6285489.000000 Penalty: 5194.213379
	Iteration 60F: 3 clusters Score -6285489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6285481.500000 Penalty: 5194.213379
	Iteration 61Q: 3 clusters Score -6285482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6285487.500000 Penalty: 5194.213379
	Iteration 62Q: 3 clusters Score -6285488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6285497.500000 Penalty: 5194.213379
	Iteration 63Q: 3 clusters Score -6285498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6285494.500000 Penalty: 5194.213379
	Iteration 64Q: 3 clusters Score -6285494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6285500.500000 Penalty: 5194.213379
	Iteration 65Q: 3 clusters Score -6285500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -6285499.000000 Penalty: 5194.213379
	Iteration 66Q: 3 clusters Score -6285499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6285497.500000 Penalty: 5194.213379
	Iteration 67Q: 3 clusters Score -6285498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6285502.500000 Penalty: 5194.213379
	Iteration 68Q: 3 clusters Score -6285502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6285506.500000 Penalty: 5194.213379
	Iteration 69Q: 3 clusters Score -6285506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6285505.000000 Penalty: 5194.213379
	Iteration 70Q: 3 clusters Score -6285505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6285513.000000 Penalty: 5194.213379
	Iteration 71Q: 3 clusters Score -6285513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6285508.000000 Penalty: 5194.213379
	Iteration 72Q: 3 clusters Score -6285508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6285506.500000 Penalty: 5194.213379
	Iteration 73Q: 3 clusters Score -6285506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6285505.000000 Penalty: 5194.213379
	Iteration 74Q: 3 clusters Score -6285505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6285509.500000 Penalty: 5194.213379
	Iteration 75Q: 3 clusters Score -6285510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6285509.000000 Penalty: 5194.213379
	Iteration 76Q: 3 clusters Score -6285509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6285501.000000 Penalty: 5194.213379
	Iteration 77Q: 3 clusters Score -6285501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6285500.000000 Penalty: 5194.213379
	Iteration 78Q: 3 clusters Score -6285500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6285500.000000 Penalty: 5194.213379
	Iteration 79F: 3 clusters Score -6285500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Entering Unmasked Estep 
Score: -8103113.500000 Penalty: 2655.865967
	Iteration 0F: 2 clusters Score -8103114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -8073910.500000 Penalty: 5311.731934
	Iteration 0F: 3 clusters Score -8073910 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -8085276.500000 Penalty: 5311.731934
	Iteration 1F: 3 clusters Score -8085276 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -8085880.500000 Penalty: 5311.731934
	Iteration 2Q: 3 clusters Score -8085880 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -8086395.000000 Penalty: 5311.731934
	Iteration 3Q: 3 clusters Score -8086395 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -8087013.000000 Penalty: 5311.731934
	Iteration 4Q: 3 clusters Score -8087013 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -8087882.500000 Penalty: 5311.731934
	Iteration 5Q: 3 clusters Score -8087882 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -8089193.000000 Penalty: 5311.731934
	Iteration 6F: 3 clusters Score -8089193 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -8090930.500000 Penalty: 5311.731934
	Iteration 7F: 3 clusters Score -8090930 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -8093376.500000 Penalty: 5311.731934
	Iteration 8F: 3 clusters Score -8093376 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -8096230.000000 Penalty: 5311.731934
	Iteration 9F: 3 clusters Score -8096230 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8098633.000000 Penalty: 5311.731934
	Iteration 10F: 3 clusters Score -8098633 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8099977.000000 Penalty: 5311.731934
	Iteration 11Q: 3 clusters Score -8099977 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8100510.500000 Penalty: 5311.731934
	Iteration 12Q: 3 clusters Score -8100510 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8100732.000000 Penalty: 5311.731934
	Iteration 13Q: 3 clusters Score -8100732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8100814.500000 Penalty: 5311.731934
	Iteration 14Q: 3 clusters Score -8100814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8100835.500000 Penalty: 5311.731934
	Iteration 15Q: 3 clusters Score -8100836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8100862.000000 Penalty: 5311.731934
	Iteration 16Q: 3 clusters Score -8100862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8100882.500000 Penalty: 5311.731934
	Iteration 17Q: 3 clusters Score -8100882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8100888.000000 Penalty: 5311.731934
	Iteration 18Q: 3 clusters Score -8100888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8100888.000000 Penalty: 5311.731934
	Iteration 19Q: 3 clusters Score -8100888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8100889.500000 Penalty: 5311.731934
	Iteration 20F: 3 clusters Score -8100890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8100895.000000 Penalty: 5311.731934
	Iteration 21Q: 3 clusters Score -8100895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8100895.500000 Penalty: 5311.731934
	Iteration 22Q: 3 clusters Score -8100896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8100892.000000 Penalty: 5311.731934
	Iteration 23Q: 3 clusters Score -8100892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8100901.000000 Penalty: 5311.731934
	Iteration 24Q: 3 clusters Score -8100901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8100902.500000 Penalty: 5311.731934
	Iteration 25Q: 3 clusters Score -8100902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8100902.500000 Penalty: 5311.731934
	Iteration 26F: 3 clusters Score -8100902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (43221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Entering Unmasked Estep 
Score: -7916796.000000 Penalty: 2647.172363
	Iteration 0F: 2 clusters Score -7916796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -7889443.000000 Penalty: 5294.344727
	Iteration 0F: 3 clusters Score -7889443 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -7900059.500000 Penalty: 5294.344727
	Iteration 1F: 3 clusters Score -7900060 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7900516.000000 Penalty: 5294.344727
	Iteration 2Q: 3 clusters Score -7900516 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -7900797.500000 Penalty: 5294.344727
	Iteration 3Q: 3 clusters Score -7900798 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -7901081.500000 Penalty: 5294.344727
	Iteration 4Q: 3 clusters Score -7901082 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -7901396.500000 Penalty: 5294.344727
	Iteration 5Q: 3 clusters Score -7901396 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -7901784.500000 Penalty: 5294.344727
	Iteration 6Q: 3 clusters Score -7901784 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -7902302.500000 Penalty: 5294.344727
	Iteration 7Q: 3 clusters Score -7902302 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -7902977.000000 Penalty: 5294.344727
	Iteration 8Q: 3 clusters Score -7902977 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -7904016.000000 Penalty: 5294.344727
	Iteration 9Q: 3 clusters Score -7904016 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -7905369.500000 Penalty: 5294.344727
	Iteration 10F: 3 clusters Score -7905370 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -7907177.000000 Penalty: 5294.344727
	Iteration 11F: 3 clusters Score -7907177 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -7909110.500000 Penalty: 5294.344727
	Iteration 12F: 3 clusters Score -7909110 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -7910707.000000 Penalty: 5294.344727
	Iteration 13Q: 3 clusters Score -7910707 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -7911734.500000 Penalty: 5294.344727
	Iteration 14Q: 3 clusters Score -7911734 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -7912326.000000 Penalty: 5294.344727
	Iteration 15Q: 3 clusters Score -7912326 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7912740.000000 Penalty: 5294.344727
	Iteration 16Q: 3 clusters Score -7912740 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -7913112.500000 Penalty: 5294.344727
	Iteration 17Q: 3 clusters Score -7913112 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7913447.000000 Penalty: 5294.344727
	Iteration 18Q: 3 clusters Score -7913447 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7913779.500000 Penalty: 5294.344727
	Iteration 19Q: 3 clusters Score -7913780 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7913981.000000 Penalty: 5294.344727
	Iteration 20F: 3 clusters Score -7913981 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7914237.500000 Penalty: 5294.344727
	Iteration 21Q: 3 clusters Score -7914238 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7914359.500000 Penalty: 5294.344727
	Iteration 22Q: 3 clusters Score -7914360 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7914459.000000 Penalty: 5294.344727
	Iteration 23Q: 3 clusters Score -7914459 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7914544.000000 Penalty: 5294.344727
	Iteration 24Q: 3 clusters Score -7914544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7914584.000000 Penalty: 5294.344727
	Iteration 25Q: 3 clusters Score -7914584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7914606.000000 Penalty: 5294.344727
	Iteration 26Q: 3 clusters Score -7914606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7914659.500000 Penalty: 5294.344727
	Iteration 27Q: 3 clusters Score -7914660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7914668.000000 Penalty: 5294.344727
	Iteration 28Q: 3 clusters Score -7914668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7914690.500000 Penalty: 5294.344727
	Iteration 29Q: 3 clusters Score -7914690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7914707.500000 Penalty: 5294.344727
	Iteration 30Q: 3 clusters Score -7914708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7914708.000000 Penalty: 5294.344727
	Iteration 31Q: 3 clusters Score -7914708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7914711.000000 Penalty: 5294.344727
	Iteration 32Q: 3 clusters Score -7914711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7914725.000000 Penalty: 5294.344727
	Iteration 33Q: 3 clusters Score -7914725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7914727.500000 Penalty: 5294.344727
	Iteration 34Q: 3 clusters Score -7914728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7914726.500000 Penalty: 5294.344727
	Iteration 35Q: 3 clusters Score -7914726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7914723.500000 Penalty: 5294.344727
	Iteration 36Q: 3 clusters Score -7914724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7914723.500000 Penalty: 5294.344727
	Iteration 37F: 3 clusters Score -7914724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (43150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Entering Unmasked Estep 
Score: -7701438.500000 Penalty: 2646.764648
	Iteration 0F: 2 clusters Score -7701438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -7672573.000000 Penalty: 5293.529297
	Iteration 0F: 3 clusters Score -7672573 nChanged 19804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -7683413.500000 Penalty: 5293.529297
	Iteration 1F: 3 clusters Score -7683414 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -7683961.000000 Penalty: 5293.529297
	Iteration 2Q: 3 clusters Score -7683961 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -7684691.000000 Penalty: 5293.529297
	Iteration 3Q: 3 clusters Score -7684691 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -7685314.000000 Penalty: 5293.529297
	Iteration 4Q: 3 clusters Score -7685314 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -7686092.500000 Penalty: 5293.529297
	Iteration 5Q: 3 clusters Score -7686092 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -7687067.000000 Penalty: 5293.529297
	Iteration 6Q: 3 clusters Score -7687067 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -7688336.500000 Penalty: 5293.529297
	Iteration 7F: 3 clusters Score -7688336 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -7690014.500000 Penalty: 5293.529297
	Iteration 8F: 3 clusters Score -7690014 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7691843.000000 Penalty: 5293.529297
	Iteration 9F: 3 clusters Score -7691843 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -7693486.500000 Penalty: 5293.529297
	Iteration 10F: 3 clusters Score -7693486 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -7694919.000000 Penalty: 5293.529297
	Iteration 11Q: 3 clusters Score -7694919 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7696053.500000 Penalty: 5293.529297
	Iteration 12Q: 3 clusters Score -7696054 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -7696901.500000 Penalty: 5293.529297
	Iteration 13Q: 3 clusters Score -7696902 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -7697509.000000 Penalty: 5293.529297
	Iteration 14Q: 3 clusters Score -7697509 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -7697957.000000 Penalty: 5293.529297
	Iteration 15Q: 3 clusters Score -7697957 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -7698289.000000 Penalty: 5293.529297
	Iteration 16Q: 3 clusters Score -7698289 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7698487.500000 Penalty: 5293.529297
	Iteration 17Q: 3 clusters Score -7698488 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -7698657.500000 Penalty: 5293.529297
	Iteration 18Q: 3 clusters Score -7698658 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -7698777.500000 Penalty: 5293.529297
	Iteration 19Q: 3 clusters Score -7698778 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -7698875.000000 Penalty: 5293.529297
	Iteration 20F: 3 clusters Score -7698875 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7698995.500000 Penalty: 5293.529297
	Iteration 21Q: 3 clusters Score -7698996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7699053.000000 Penalty: 5293.529297
	Iteration 22Q: 3 clusters Score -7699053 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7699133.000000 Penalty: 5293.529297
	Iteration 23Q: 3 clusters Score -7699133 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7699165.000000 Penalty: 5293.529297
	Iteration 24Q: 3 clusters Score -7699165 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -7699218.500000 Penalty: 5293.529297
	Iteration 25Q: 3 clusters Score -7699218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7699288.500000 Penalty: 5293.529297
	Iteration 26Q: 3 clusters Score -7699288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -7699311.000000 Penalty: 5293.529297
	Iteration 27Q: 3 clusters Score -7699311 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -7699361.500000 Penalty: 5293.529297
	Iteration 28Q: 3 clusters Score -7699362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -7699399.500000 Penalty: 5293.529297
	Iteration 29Q: 3 clusters Score -7699400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7699416.000000 Penalty: 5293.529297
	Iteration 30Q: 3 clusters Score -7699416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -7699420.000000 Penalty: 5293.529297
	Iteration 31Q: 3 clusters Score -7699420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7699448.500000 Penalty: 5293.529297
	Iteration 32Q: 3 clusters Score -7699448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -7699466.500000 Penalty: 5293.529297
	Iteration 33Q: 3 clusters Score -7699466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -7699463.000000 Penalty: 5293.529297
	Iteration 34Q: 3 clusters Score -7699463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7699486.000000 Penalty: 5293.529297
	Iteration 35Q: 3 clusters Score -7699486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -7699490.500000 Penalty: 5293.529297
	Iteration 36Q: 3 clusters Score -7699490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -7699503.000000 Penalty: 5293.529297
	Iteration 37Q: 3 clusters Score -7699503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -7699514.000000 Penalty: 5293.529297
	Iteration 38Q: 3 clusters Score -7699514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -7699522.500000 Penalty: 5293.529297
	Iteration 39Q: 3 clusters Score -7699522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7699518.500000 Penalty: 5293.529297
	Iteration 40F: 3 clusters Score -7699518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -7699518.500000 Penalty: 5293.529297
	Iteration 41Q: 3 clusters Score -7699518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7699525.000000 Penalty: 5293.529297
	Iteration 42Q: 3 clusters Score -7699525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -7699517.500000 Penalty: 5293.529297
	Iteration 43Q: 3 clusters Score -7699518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -7699528.000000 Penalty: 5293.529297
	Iteration 44Q: 3 clusters Score -7699528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7699529.500000 Penalty: 5293.529297
	Iteration 45Q: 3 clusters Score -7699530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7699542.500000 Penalty: 5293.529297
	Iteration 46Q: 3 clusters Score -7699542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -7699542.000000 Penalty: 5293.529297
	Iteration 47Q: 3 clusters Score -7699542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -7699546.000000 Penalty: 5293.529297
	Iteration 48Q: 3 clusters Score -7699546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -7699540.000000 Penalty: 5293.529297
	Iteration 49Q: 3 clusters Score -7699540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -7699533.000000 Penalty: 5293.529297
	Iteration 50Q: 3 clusters Score -7699533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -7699527.000000 Penalty: 5293.529297
	Iteration 51Q: 3 clusters Score -7699527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7699531.000000 Penalty: 5293.529297
	Iteration 52Q: 3 clusters Score -7699531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -7699539.500000 Penalty: 5293.529297
	Iteration 53Q: 3 clusters Score -7699540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7699538.000000 Penalty: 5293.529297
	Iteration 54Q: 3 clusters Score -7699538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -7699540.500000 Penalty: 5293.529297
	Iteration 55Q: 3 clusters Score -7699540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7699537.000000 Penalty: 5293.529297
	Iteration 56Q: 3 clusters Score -7699537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7699542.500000 Penalty: 5293.529297
	Iteration 57Q: 3 clusters Score -7699542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -7699535.500000 Penalty: 5293.529297
	Iteration 58Q: 3 clusters Score -7699536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -7699534.000000 Penalty: 5293.529297
	Iteration 59Q: 3 clusters Score -7699534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -7699536.500000 Penalty: 5293.529297
	Iteration 60F: 3 clusters Score -7699536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Entering Unmasked Estep 
Score: -1405149.375000 Penalty: 2239.146973
	Iteration 0F: 2 clusters Score -1405149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1398459.500000 Penalty: 4478.293945
	Iteration 0F: 3 clusters Score -1398460 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1400265.375000 Penalty: 4478.293945
	Iteration 1F: 3 clusters Score -1400265 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1400609.625000 Penalty: 4478.293945
	Iteration 2F: 3 clusters Score -1400610 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1400958.250000 Penalty: 4478.293945
	Iteration 3F: 3 clusters Score -1400958 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1401323.375000 Penalty: 4478.293945
	Iteration 4F: 3 clusters Score -1401323 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1401697.500000 Penalty: 4478.293945
	Iteration 5F: 3 clusters Score -1401698 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1402018.500000 Penalty: 4478.293945
	Iteration 6F: 3 clusters Score -1402018 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1402378.625000 Penalty: 4478.293945
	Iteration 7F: 3 clusters Score -1402379 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1402735.125000 Penalty: 4478.293945
	Iteration 8F: 3 clusters Score -1402735 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1403019.250000 Penalty: 4478.293945
	Iteration 9Q: 3 clusters Score -1403019 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1403252.750000 Penalty: 4478.293945
	Iteration 10Q: 3 clusters Score -1403253 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1403458.750000 Penalty: 4478.293945
	Iteration 11Q: 3 clusters Score -1403459 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1403641.750000 Penalty: 4478.293945
	Iteration 12Q: 3 clusters Score -1403642 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1403797.625000 Penalty: 4478.293945
	Iteration 13Q: 3 clusters Score -1403798 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1403895.375000 Penalty: 4478.293945
	Iteration 14Q: 3 clusters Score -1403895 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1403985.750000 Penalty: 4478.293945
	Iteration 15Q: 3 clusters Score -1403986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1404063.000000 Penalty: 4478.293945
	Iteration 16Q: 3 clusters Score -1404063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1404117.875000 Penalty: 4478.293945
	Iteration 17Q: 3 clusters Score -1404118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1404156.125000 Penalty: 4478.293945
	Iteration 18Q: 3 clusters Score -1404156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1404180.000000 Penalty: 4478.293945
	Iteration 19Q: 3 clusters Score -1404180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1404199.250000 Penalty: 4478.293945
	Iteration 20F: 3 clusters Score -1404199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1404218.000000 Penalty: 4478.293945
	Iteration 21Q: 3 clusters Score -1404218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1404238.250000 Penalty: 4478.293945
	Iteration 22Q: 3 clusters Score -1404238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1404249.875000 Penalty: 4478.293945
	Iteration 23Q: 3 clusters Score -1404250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1404264.125000 Penalty: 4478.293945
	Iteration 24Q: 3 clusters Score -1404264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1404275.000000 Penalty: 4478.293945
	Iteration 25Q: 3 clusters Score -1404275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1404285.500000 Penalty: 4478.293945
	Iteration 26Q: 3 clusters Score -1404286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1404298.000000 Penalty: 4478.293945
	Iteration 27Q: 3 clusters Score -1404298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1404308.375000 Penalty: 4478.293945
	Iteration 28Q: 3 clusters Score -1404308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1404315.750000 Penalty: 4478.293945
	Iteration 29Q: 3 clusters Score -1404316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1404322.250000 Penalty: 4478.293945
	Iteration 30Q: 3 clusters Score -1404322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1404330.375000 Penalty: 4478.293945
	Iteration 31Q: 3 clusters Score -1404330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1404340.500000 Penalty: 4478.293945
	Iteration 32Q: 3 clusters Score -1404340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1404343.625000 Penalty: 4478.293945
	Iteration 33Q: 3 clusters Score -1404344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1404346.000000 Penalty: 4478.293945
	Iteration 34Q: 3 clusters Score -1404346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1404350.500000 Penalty: 4478.293945
	Iteration 35Q: 3 clusters Score -1404350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1404351.125000 Penalty: 4478.293945
	Iteration 36Q: 3 clusters Score -1404351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1404350.250000 Penalty: 4478.293945
	Iteration 37Q: 3 clusters Score -1404350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1404353.375000 Penalty: 4478.293945
	Iteration 38Q: 3 clusters Score -1404353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1404356.500000 Penalty: 4478.293945
	Iteration 39Q: 3 clusters Score -1404356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1404360.875000 Penalty: 4478.293945
	Iteration 40F: 3 clusters Score -1404361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1404372.375000 Penalty: 4478.293945
	Iteration 41Q: 3 clusters Score -1404372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1404374.750000 Penalty: 4478.293945
	Iteration 42Q: 3 clusters Score -1404375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1404376.750000 Penalty: 4478.293945
	Iteration 43Q: 3 clusters Score -1404377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1404381.250000 Penalty: 4478.293945
	Iteration 44Q: 3 clusters Score -1404381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1404383.250000 Penalty: 4478.293945
	Iteration 45Q: 3 clusters Score -1404383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1404389.750000 Penalty: 4478.293945
	Iteration 46Q: 3 clusters Score -1404390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1404395.625000 Penalty: 4478.293945
	Iteration 47Q: 3 clusters Score -1404396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1404403.625000 Penalty: 4478.293945
	Iteration 48Q: 3 clusters Score -1404404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1404405.000000 Penalty: 4478.293945
	Iteration 49Q: 3 clusters Score -1404405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1404410.000000 Penalty: 4478.293945
	Iteration 50Q: 3 clusters Score -1404410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1404415.875000 Penalty: 4478.293945
	Iteration 51Q: 3 clusters Score -1404416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1404425.375000 Penalty: 4478.293945
	Iteration 52Q: 3 clusters Score -1404425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1404429.375000 Penalty: 4478.293945
	Iteration 53Q: 3 clusters Score -1404429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1404438.625000 Penalty: 4478.293945
	Iteration 54Q: 3 clusters Score -1404439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1404447.625000 Penalty: 4478.293945
	Iteration 55Q: 3 clusters Score -1404448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1404463.000000 Penalty: 4478.293945
	Iteration 56Q: 3 clusters Score -1404463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1404476.875000 Penalty: 4478.293945
	Iteration 57Q: 3 clusters Score -1404477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1404486.875000 Penalty: 4478.293945
	Iteration 58Q: 3 clusters Score -1404487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1404489.500000 Penalty: 4478.293945
	Iteration 59Q: 3 clusters Score -1404490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1404495.375000 Penalty: 4478.293945
	Iteration 60F: 3 clusters Score -1404495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1404501.500000 Penalty: 4478.293945
	Iteration 61Q: 3 clusters Score -1404502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1404508.250000 Penalty: 4478.293945
	Iteration 62Q: 3 clusters Score -1404508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1404512.750000 Penalty: 4478.293945
	Iteration 63Q: 3 clusters Score -1404513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1404514.000000 Penalty: 4478.293945
	Iteration 64Q: 3 clusters Score -1404514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1404519.000000 Penalty: 4478.293945
	Iteration 65Q: 3 clusters Score -1404519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1404520.500000 Penalty: 4478.293945
	Iteration 66Q: 3 clusters Score -1404520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1404523.750000 Penalty: 4478.293945
	Iteration 67Q: 3 clusters Score -1404524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1404525.875000 Penalty: 4478.293945
	Iteration 68Q: 3 clusters Score -1404526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1404524.875000 Penalty: 4478.293945
	Iteration 69Q: 3 clusters Score -1404525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1404527.125000 Penalty: 4478.293945
	Iteration 70Q: 3 clusters Score -1404527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1404529.250000 Penalty: 4478.293945
	Iteration 71Q: 3 clusters Score -1404529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1404528.000000 Penalty: 4478.293945
	Iteration 72Q: 3 clusters Score -1404528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1404528.000000 Penalty: 4478.293945
	Iteration 73F: 3 clusters Score -1404528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Entering Unmasked Estep 
Score: -6840049.500000 Penalty: 2617.369629
	Iteration 0F: 2 clusters Score -6840050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -6814035.500000 Penalty: 5234.739258
	Iteration 0F: 3 clusters Score -6814036 nChanged 17631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -6824299.500000 Penalty: 5234.739258
	Iteration 1F: 3 clusters Score -6824300 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -6825035.500000 Penalty: 5234.739258
	Iteration 2F: 3 clusters Score -6825036 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6825764.000000 Penalty: 5234.739258
	Iteration 3Q: 3 clusters Score -6825764 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -6826537.500000 Penalty: 5234.739258
	Iteration 4Q: 3 clusters Score -6826538 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -6827293.000000 Penalty: 5234.739258
	Iteration 5Q: 3 clusters Score -6827293 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -6828038.500000 Penalty: 5234.739258
	Iteration 6Q: 3 clusters Score -6828038 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -6828871.500000 Penalty: 5234.739258
	Iteration 7Q: 3 clusters Score -6828872 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -6829861.000000 Penalty: 5234.739258
	Iteration 8Q: 3 clusters Score -6829861 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -6831017.500000 Penalty: 5234.739258
	Iteration 9F: 3 clusters Score -6831018 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6832363.000000 Penalty: 5234.739258
	Iteration 10F: 3 clusters Score -6832363 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6833722.500000 Penalty: 5234.739258
	Iteration 11F: 3 clusters Score -6833722 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -6834933.000000 Penalty: 5234.739258
	Iteration 12Q: 3 clusters Score -6834933 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6835956.000000 Penalty: 5234.739258
	Iteration 13Q: 3 clusters Score -6835956 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6836710.500000 Penalty: 5234.739258
	Iteration 14Q: 3 clusters Score -6836710 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6837173.500000 Penalty: 5234.739258
	Iteration 15Q: 3 clusters Score -6837174 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6837491.000000 Penalty: 5234.739258
	Iteration 16Q: 3 clusters Score -6837491 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6837658.500000 Penalty: 5234.739258
	Iteration 17Q: 3 clusters Score -6837658 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6837774.500000 Penalty: 5234.739258
	Iteration 18Q: 3 clusters Score -6837774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6837844.000000 Penalty: 5234.739258
	Iteration 19Q: 3 clusters Score -6837844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6837893.000000 Penalty: 5234.739258
	Iteration 20F: 3 clusters Score -6837893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6837915.000000 Penalty: 5234.739258
	Iteration 21Q: 3 clusters Score -6837915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6837954.500000 Penalty: 5234.739258
	Iteration 22Q: 3 clusters Score -6837954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6837981.000000 Penalty: 5234.739258
	Iteration 23Q: 3 clusters Score -6837981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6837997.000000 Penalty: 5234.739258
	Iteration 24Q: 3 clusters Score -6837997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6838009.500000 Penalty: 5234.739258
	Iteration 25Q: 3 clusters Score -6838010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6838020.000000 Penalty: 5234.739258
	Iteration 26Q: 3 clusters Score -6838020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6838016.500000 Penalty: 5234.739258
	Iteration 27Q: 3 clusters Score -6838016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6838022.000000 Penalty: 5234.739258
	Iteration 28Q: 3 clusters Score -6838022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6838028.000000 Penalty: 5234.739258
	Iteration 29Q: 3 clusters Score -6838028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6838036.000000 Penalty: 5234.739258
	Iteration 30Q: 3 clusters Score -6838036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6838040.500000 Penalty: 5234.739258
	Iteration 31Q: 3 clusters Score -6838040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6838041.000000 Penalty: 5234.739258
	Iteration 32Q: 3 clusters Score -6838041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6838042.500000 Penalty: 5234.739258
	Iteration 33Q: 3 clusters Score -6838042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6838055.000000 Penalty: 5234.739258
	Iteration 34Q: 3 clusters Score -6838055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6838055.000000 Penalty: 5234.739258
	Iteration 35Q: 3 clusters Score -6838055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6838070.500000 Penalty: 5234.739258
	Iteration 36Q: 3 clusters Score -6838070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6838068.000000 Penalty: 5234.739258
	Iteration 37Q: 3 clusters Score -6838068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6838074.000000 Penalty: 5234.739258
	Iteration 38Q: 3 clusters Score -6838074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6838080.000000 Penalty: 5234.739258
	Iteration 39Q: 3 clusters Score -6838080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6838089.000000 Penalty: 5234.739258
	Iteration 40F: 3 clusters Score -6838089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6838088.000000 Penalty: 5234.739258
	Iteration 41Q: 3 clusters Score -6838088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6838093.000000 Penalty: 5234.739258
	Iteration 42Q: 3 clusters Score -6838093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6838099.000000 Penalty: 5234.739258
	Iteration 43Q: 3 clusters Score -6838099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6838098.000000 Penalty: 5234.739258
	Iteration 44Q: 3 clusters Score -6838098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6838096.000000 Penalty: 5234.739258
	Iteration 45Q: 3 clusters Score -6838096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6838105.500000 Penalty: 5234.739258
	Iteration 46Q: 3 clusters Score -6838106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6838101.500000 Penalty: 5234.739258
	Iteration 47Q: 3 clusters Score -6838102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6838101.500000 Penalty: 5234.739258
	Iteration 48F: 3 clusters Score -6838102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -44004.917969 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -44004.92 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 139 members 
Entering Unmasked Estep 
Score: -42768.644531 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -42768.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42880.296875 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -42880.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42907.828125 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -42907.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42915.839844 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -42915.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42922.832031 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -42922.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42922.832031 Penalty: 2794.855469
	Iteration 5F: 3 clusters Score -42922.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -194758.984375 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -194759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -192746.609375 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -192746.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193023.718750 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -193023.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193108.046875 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -193108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193165.593750 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -193165.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193205.109375 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -193205.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -193235.953125 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -193236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -193258.750000 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -193258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193277.671875 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -193277.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -193295.187500 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -193295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -193307.078125 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -193307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -193309.765625 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -193309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -193310.171875 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -193310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -193310.171875 Penalty: 3492.540283
	Iteration 12F: 3 clusters Score -193310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Entering Unmasked Estep 
Score: -7777879.000000 Penalty: 2646.942627
	Iteration 0F: 2 clusters Score -7777879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7749292.000000 Penalty: 5293.885254
	Iteration 0F: 3 clusters Score -7749292 nChanged 19887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -7760274.500000 Penalty: 5293.885254
	Iteration 1F: 3 clusters Score -7760274 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7761052.000000 Penalty: 5293.885254
	Iteration 2Q: 3 clusters Score -7761052 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -7761962.500000 Penalty: 5293.885254
	Iteration 3F: 3 clusters Score -7761962 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -7763343.000000 Penalty: 5293.885254
	Iteration 4F: 3 clusters Score -7763343 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -7765325.500000 Penalty: 5293.885254
	Iteration 5F: 3 clusters Score -7765326 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -7767995.500000 Penalty: 5293.885254
	Iteration 6F: 3 clusters Score -7767996 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7770857.000000 Penalty: 5293.885254
	Iteration 7F: 3 clusters Score -7770857 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7773214.500000 Penalty: 5293.885254
	Iteration 8F: 3 clusters Score -7773214 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7774505.000000 Penalty: 5293.885254
	Iteration 9Q: 3 clusters Score -7774505 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7775094.500000 Penalty: 5293.885254
	Iteration 10Q: 3 clusters Score -7775094 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7775328.500000 Penalty: 5293.885254
	Iteration 11Q: 3 clusters Score -7775328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7775442.500000 Penalty: 5293.885254
	Iteration 12Q: 3 clusters Score -7775442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7775515.000000 Penalty: 5293.885254
	Iteration 13Q: 3 clusters Score -7775515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7775553.500000 Penalty: 5293.885254
	Iteration 14Q: 3 clusters Score -7775554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7775576.500000 Penalty: 5293.885254
	Iteration 15Q: 3 clusters Score -7775576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7775599.000000 Penalty: 5293.885254
	Iteration 16Q: 3 clusters Score -7775599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7775607.000000 Penalty: 5293.885254
	Iteration 17Q: 3 clusters Score -7775607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7775607.500000 Penalty: 5293.885254
	Iteration 18Q: 3 clusters Score -7775608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7775614.000000 Penalty: 5293.885254
	Iteration 19Q: 3 clusters Score -7775614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7775629.500000 Penalty: 5293.885254
	Iteration 20F: 3 clusters Score -7775630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7775625.500000 Penalty: 5293.885254
	Iteration 21Q: 3 clusters Score -7775626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7775632.000000 Penalty: 5293.885254
	Iteration 22Q: 3 clusters Score -7775632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7775633.500000 Penalty: 5293.885254
	Iteration 23Q: 3 clusters Score -7775634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7775635.000000 Penalty: 5293.885254
	Iteration 24Q: 3 clusters Score -7775635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7775641.000000 Penalty: 5293.885254
	Iteration 25Q: 3 clusters Score -7775641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7775656.000000 Penalty: 5293.885254
	Iteration 26Q: 3 clusters Score -7775656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7775646.000000 Penalty: 5293.885254
	Iteration 27Q: 3 clusters Score -7775646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7775651.500000 Penalty: 5293.885254
	Iteration 28Q: 3 clusters Score -7775652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7775652.500000 Penalty: 5293.885254
	Iteration 29Q: 3 clusters Score -7775652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7775651.500000 Penalty: 5293.885254
	Iteration 30Q: 3 clusters Score -7775652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7775655.500000 Penalty: 5293.885254
	Iteration 31Q: 3 clusters Score -7775656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7775662.000000 Penalty: 5293.885254
	Iteration 32Q: 3 clusters Score -7775662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7775652.000000 Penalty: 5293.885254
	Iteration 33Q: 3 clusters Score -7775652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7775652.000000 Penalty: 5293.885254
	Iteration 34F: 3 clusters Score -7775652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130358.375000 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130358.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -130671.765625 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130671.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -130846.523438 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -130846.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130916.960938 Penalty: 3370.670166
	Iteration 3Q: 3 clusters Score -130917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -130960.984375 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -130961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131003.679688 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131003.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131041.320312 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131041.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131089.593750 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131089.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131156.062500 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131156.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -131226.500000 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131226.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -131298.765625 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131298.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -131365.921875 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131365.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -131433.921875 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -131487.390625 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131487.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131525.187500 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -131525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131561.500000 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -131561.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -131584.609375 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -131584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131596.109375 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -131596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131602.343750 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -131602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131603.250000 Penalty: 3370.670166
	Iteration 19F: 3 clusters Score -131603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131607.265625 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -131607.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10269.995117 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10369.498047 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10396.072266 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10396.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10401.992188 Penalty: 2538.524902
	Iteration 3Q: 3 clusters Score -10401.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10401.992188 Penalty: 2538.524902
	Iteration 4F: 3 clusters Score -10401.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Entering Unmasked Estep 
Score: -7685819.500000 Penalty: 2646.908203
	Iteration 0F: 2 clusters Score -7685820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -7657313.500000 Penalty: 5293.816406
	Iteration 0F: 3 clusters Score -7657314 nChanged 19678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -7668142.000000 Penalty: 5293.816406
	Iteration 1F: 3 clusters Score -7668142 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -7668646.500000 Penalty: 5293.816406
	Iteration 2Q: 3 clusters Score -7668646 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -7669208.000000 Penalty: 5293.816406
	Iteration 3Q: 3 clusters Score -7669208 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -7669894.500000 Penalty: 5293.816406
	Iteration 4Q: 3 clusters Score -7669894 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -7670762.500000 Penalty: 5293.816406
	Iteration 5Q: 3 clusters Score -7670762 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -7671835.000000 Penalty: 5293.816406
	Iteration 6Q: 3 clusters Score -7671835 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -7673203.500000 Penalty: 5293.816406
	Iteration 7F: 3 clusters Score -7673204 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -7674939.500000 Penalty: 5293.816406
	Iteration 8F: 3 clusters Score -7674940 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -7676902.000000 Penalty: 5293.816406
	Iteration 9F: 3 clusters Score -7676902 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -7678948.500000 Penalty: 5293.816406
	Iteration 10F: 3 clusters Score -7678948 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -7680629.500000 Penalty: 5293.816406
	Iteration 11Q: 3 clusters Score -7680630 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -7681864.000000 Penalty: 5293.816406
	Iteration 12Q: 3 clusters Score -7681864 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -7682594.000000 Penalty: 5293.816406
	Iteration 13Q: 3 clusters Score -7682594 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -7683013.000000 Penalty: 5293.816406
	Iteration 14Q: 3 clusters Score -7683013 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -7683233.500000 Penalty: 5293.816406
	Iteration 15Q: 3 clusters Score -7683234 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -7683349.000000 Penalty: 5293.816406
	Iteration 16Q: 3 clusters Score -7683349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -7683413.500000 Penalty: 5293.816406
	Iteration 17Q: 3 clusters Score -7683414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -7683444.500000 Penalty: 5293.816406
	Iteration 18Q: 3 clusters Score -7683444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -7683478.000000 Penalty: 5293.816406
	Iteration 19Q: 3 clusters Score -7683478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -7683485.000000 Penalty: 5293.816406
	Iteration 20F: 3 clusters Score -7683485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -7683511.000000 Penalty: 5293.816406
	Iteration 21Q: 3 clusters Score -7683511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -7683517.500000 Penalty: 5293.816406
	Iteration 22Q: 3 clusters Score -7683518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -7683524.000000 Penalty: 5293.816406
	Iteration 23Q: 3 clusters Score -7683524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -7683533.000000 Penalty: 5293.816406
	Iteration 24Q: 3 clusters Score -7683533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -7683539.000000 Penalty: 5293.816406
	Iteration 25Q: 3 clusters Score -7683539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -7683547.500000 Penalty: 5293.816406
	Iteration 26Q: 3 clusters Score -7683548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -7683555.000000 Penalty: 5293.816406
	Iteration 27Q: 3 clusters Score -7683555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -7683557.500000 Penalty: 5293.816406
	Iteration 28Q: 3 clusters Score -7683558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -7683556.000000 Penalty: 5293.816406
	Iteration 29Q: 3 clusters Score -7683556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -7683556.000000 Penalty: 5293.816406
	Iteration 30F: 3 clusters Score -7683556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (49118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Entering Unmasked Estep 
Score: -8851028.000000 Penalty: 2678.891357
	Iteration 0F: 2 clusters Score -8851028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -8820710.000000 Penalty: 5357.782715
	Iteration 0F: 3 clusters Score -8820710 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8833059.000000 Penalty: 5357.782715
	Iteration 1F: 3 clusters Score -8833059 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -8833519.000000 Penalty: 5357.782715
	Iteration 2Q: 3 clusters Score -8833519 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -8834054.000000 Penalty: 5357.782715
	Iteration 3Q: 3 clusters Score -8834054 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -8834748.000000 Penalty: 5357.782715
	Iteration 4Q: 3 clusters Score -8834748 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -8835824.000000 Penalty: 5357.782715
	Iteration 5Q: 3 clusters Score -8835824 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -8837556.000000 Penalty: 5357.782715
	Iteration 6F: 3 clusters Score -8837556 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -8840255.000000 Penalty: 5357.782715
	Iteration 7F: 3 clusters Score -8840255 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -8843643.000000 Penalty: 5357.782715
	Iteration 8F: 3 clusters Score -8843643 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8846126.000000 Penalty: 5357.782715
	Iteration 9F: 3 clusters Score -8846126 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -8847374.000000 Penalty: 5357.782715
	Iteration 10Q: 3 clusters Score -8847374 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -8847991.000000 Penalty: 5357.782715
	Iteration 11Q: 3 clusters Score -8847991 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -8848292.000000 Penalty: 5357.782715
	Iteration 12Q: 3 clusters Score -8848292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -8848425.000000 Penalty: 5357.782715
	Iteration 13Q: 3 clusters Score -8848425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -8848521.000000 Penalty: 5357.782715
	Iteration 14Q: 3 clusters Score -8848521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -8848600.000000 Penalty: 5357.782715
	Iteration 15Q: 3 clusters Score -8848600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -8848633.000000 Penalty: 5357.782715
	Iteration 16Q: 3 clusters Score -8848633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -8848667.000000 Penalty: 5357.782715
	Iteration 17Q: 3 clusters Score -8848667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -8848702.000000 Penalty: 5357.782715
	Iteration 18Q: 3 clusters Score -8848702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -8848733.000000 Penalty: 5357.782715
	Iteration 19Q: 3 clusters Score -8848733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -8848741.000000 Penalty: 5357.782715
	Iteration 20F: 3 clusters Score -8848741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -8848742.000000 Penalty: 5357.782715
	Iteration 21Q: 3 clusters Score -8848742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -8848739.000000 Penalty: 5357.782715
	Iteration 22Q: 3 clusters Score -8848739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -8848740.000000 Penalty: 5357.782715
	Iteration 23Q: 3 clusters Score -8848740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -8848745.000000 Penalty: 5357.782715
	Iteration 24Q: 3 clusters Score -8848745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -8848749.000000 Penalty: 5357.782715
	Iteration 25Q: 3 clusters Score -8848749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -8848756.000000 Penalty: 5357.782715
	Iteration 26Q: 3 clusters Score -8848756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -8848760.000000 Penalty: 5357.782715
	Iteration 27Q: 3 clusters Score -8848760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -8848763.000000 Penalty: 5357.782715
	Iteration 28Q: 3 clusters Score -8848763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -8848768.000000 Penalty: 5357.782715
	Iteration 29Q: 3 clusters Score -8848768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -8848775.000000 Penalty: 5357.782715
	Iteration 30Q: 3 clusters Score -8848775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -8848779.000000 Penalty: 5357.782715
	Iteration 31Q: 3 clusters Score -8848779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -8848784.000000 Penalty: 5357.782715
	Iteration 32Q: 3 clusters Score -8848784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -8848791.000000 Penalty: 5357.782715
	Iteration 33Q: 3 clusters Score -8848791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -8848792.000000 Penalty: 5357.782715
	Iteration 34Q: 3 clusters Score -8848792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -8848792.000000 Penalty: 5357.782715
	Iteration 35F: 3 clusters Score -8848792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 48590 members 
Mstep: Class 10 contains 50386 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 47892 members 
Mstep: Class 13 contains 54800 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 35925 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44406 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37652 members 
Mstep: Class 26 contains 8588 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41262 members 
Mstep: Class 29 contains 41629 members 
Mstep: Class 30 contains 23261 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35320 members 
Mstep: Class 33 contains 44763 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43150 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38327 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43175 members 
Mstep: Class 44 contains 49118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429520.000000 Penalty: 152010.671875
Iteration 359Q: 45 clusters Score -1.964295e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16421 members 
Mstep: Class 4 contains 47539 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16354 members 
Mstep: Class 7 contains 6420 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 48612 members 
Mstep: Class 10 contains 50392 members 
Mstep: Class 11 contains 10318 members 
Mstep: Class 12 contains 47900 members 
Mstep: Class 13 contains 55082 members 
Mstep: Class 14 contains 39345 members 
Mstep: Class 15 contains 45109 members 
Mstep: Class 16 contains 35928 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6464 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44411 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37702 members 
Mstep: Class 26 contains 8587 members 
Mstep: Class 27 contains 46547 members 
Mstep: Class 28 contains 41258 members 
Mstep: Class 29 contains 41638 members 
Mstep: Class 30 contains 22908 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 35455 members 
Mstep: Class 33 contains 44773 members 
Mstep: Class 34 contains 43219 members 
Mstep: Class 35 contains 43148 members 
Mstep: Class 36 contains 8343 members 
Mstep: Class 37 contains 38326 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43181 members 
Mstep: Class 44 contains 49047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429520.000000 Penalty: 152010.671875
Iteration 360F: 45 clusters Score -1.964295e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 47538 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 40254 members 
Mstep: Class 9 contains 48620 members 
Mstep: Class 10 contains 50400 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 55294 members 
Mstep: Class 14 contains 39382 members 
Mstep: Class 15 contains 45107 members 
Mstep: Class 16 contains 35931 members 
Mstep: Class 17 contains 18297 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 44413 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37752 members 
Mstep: Class 26 contains 8588 members 
Mstep: Class 27 contains 46546 members 
Mstep: Class 28 contains 41259 members 
Mstep: Class 29 contains 41650 members 
Mstep: Class 30 contains 22616 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 35615 members 
Mstep: Class 33 contains 44799 members 
Mstep: Class 34 contains 43215 members 
Mstep: Class 35 contains 43156 members 
Mstep: Class 36 contains 8335 members 
Mstep: Class 37 contains 38325 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43184 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43187 members 
Mstep: Class 44 contains 48978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429200.000000 Penalty: 152010.671875
Iteration 361Q: 45 clusters Score -1.964292e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 16418 members 
Mstep: Class 4 contains 47535 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 40247 members 
Mstep: Class 9 contains 48632 members 
Mstep: Class 10 contains 50407 members 
Mstep: Class 11 contains 9991 members 
Mstep: Class 12 contains 47905 members 
Mstep: Class 13 contains 55461 members 
Mstep: Class 14 contains 39411 members 
Mstep: Class 15 contains 45093 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 18301 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 44428 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37792 members 
Mstep: Class 26 contains 8590 members 
Mstep: Class 27 contains 46545 members 
Mstep: Class 28 contains 41274 members 
Mstep: Class 29 contains 41655 members 
Mstep: Class 30 contains 22334 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 35781 members 
Mstep: Class 33 contains 44817 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43166 members 
Mstep: Class 36 contains 8327 members 
Mstep: Class 37 contains 38322 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43185 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43195 members 
Mstep: Class 44 contains 48940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429296.000000 Penalty: 152010.671875
Iteration 362Q: 45 clusters Score -1.964293e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16421 members 
Mstep: Class 4 contains 47528 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 48646 members 
Mstep: Class 10 contains 50411 members 
Mstep: Class 11 contains 9838 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 55635 members 
Mstep: Class 14 contains 39439 members 
Mstep: Class 15 contains 45094 members 
Mstep: Class 16 contains 35930 members 
Mstep: Class 17 contains 18302 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44435 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37829 members 
Mstep: Class 26 contains 8592 members 
Mstep: Class 27 contains 46544 members 
Mstep: Class 28 contains 41291 members 
Mstep: Class 29 contains 41668 members 
Mstep: Class 30 contains 22116 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 35934 members 
Mstep: Class 33 contains 44839 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43167 members 
Mstep: Class 36 contains 8321 members 
Mstep: Class 37 contains 38315 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43185 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43198 members 
Mstep: Class 44 contains 48853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429200.000000 Penalty: 152010.671875
Iteration 363Q: 45 clusters Score -1.964292e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16423 members 
Mstep: Class 4 contains 47526 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 40231 members 
Mstep: Class 9 contains 48660 members 
Mstep: Class 10 contains 50412 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 47907 members 
Mstep: Class 13 contains 55790 members 
Mstep: Class 14 contains 39470 members 
Mstep: Class 15 contains 45094 members 
Mstep: Class 16 contains 35933 members 
Mstep: Class 17 contains 18299 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 44430 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37863 members 
Mstep: Class 26 contains 8590 members 
Mstep: Class 27 contains 46545 members 
Mstep: Class 28 contains 41304 members 
Mstep: Class 29 contains 41681 members 
Mstep: Class 30 contains 21884 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 36100 members 
Mstep: Class 33 contains 44865 members 
Mstep: Class 34 contains 43227 members 
Mstep: Class 35 contains 43175 members 
Mstep: Class 36 contains 8315 members 
Mstep: Class 37 contains 38311 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43185 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43195 members 
Mstep: Class 44 contains 48786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428752.000000 Penalty: 152010.671875
Iteration 364Q: 45 clusters Score -1.964288e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 16420 members 
Mstep: Class 4 contains 47536 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16360 members 
Mstep: Class 7 contains 6444 members 
Mstep: Class 8 contains 40229 members 
Mstep: Class 9 contains 48667 members 
Mstep: Class 10 contains 50407 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 55924 members 
Mstep: Class 14 contains 39504 members 
Mstep: Class 15 contains 45105 members 
Mstep: Class 16 contains 35935 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 44438 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37906 members 
Mstep: Class 26 contains 8585 members 
Mstep: Class 27 contains 46545 members 
Mstep: Class 28 contains 41314 members 
Mstep: Class 29 contains 41689 members 
Mstep: Class 30 contains 21671 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 36283 members 
Mstep: Class 33 contains 44877 members 
Mstep: Class 34 contains 43239 members 
Mstep: Class 35 contains 43177 members 
Mstep: Class 36 contains 8313 members 
Mstep: Class 37 contains 38309 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43177 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43195 members 
Mstep: Class 44 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428464.000000 Penalty: 152010.671875
Iteration 365Q: 45 clusters Score -1.964285e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 16418 members 
Mstep: Class 4 contains 47545 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 6447 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 48672 members 
Mstep: Class 10 contains 50407 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 47901 members 
Mstep: Class 13 contains 56099 members 
Mstep: Class 14 contains 39544 members 
Mstep: Class 15 contains 45101 members 
Mstep: Class 16 contains 35939 members 
Mstep: Class 17 contains 18294 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 44443 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 37953 members 
Mstep: Class 26 contains 8583 members 
Mstep: Class 27 contains 46545 members 
Mstep: Class 28 contains 41320 members 
Mstep: Class 29 contains 41698 members 
Mstep: Class 30 contains 21440 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 36446 members 
Mstep: Class 33 contains 44922 members 
Mstep: Class 34 contains 43259 members 
Mstep: Class 35 contains 43178 members 
Mstep: Class 36 contains 8314 members 
Mstep: Class 37 contains 38306 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43168 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43203 members 
Mstep: Class 44 contains 48551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428448.000000 Penalty: 152010.671875
Iteration 366Q: 45 clusters Score -1.964284e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 48670 members 
Mstep: Class 10 contains 50410 members 
Mstep: Class 11 contains 9276 members 
Mstep: Class 12 contains 47902 members 
Mstep: Class 13 contains 56215 members 
Mstep: Class 14 contains 39578 members 
Mstep: Class 15 contains 45094 members 
Mstep: Class 16 contains 35939 members 
Mstep: Class 17 contains 18292 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 13323 members 
Mstep: Class 23 contains 44457 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38002 members 
Mstep: Class 26 contains 8583 members 
Mstep: Class 27 contains 46545 members 
Mstep: Class 28 contains 41336 members 
Mstep: Class 29 contains 41707 members 
Mstep: Class 30 contains 21232 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 36606 members 
Mstep: Class 33 contains 44960 members 
Mstep: Class 34 contains 43263 members 
Mstep: Class 35 contains 43185 members 
Mstep: Class 36 contains 8317 members 
Mstep: Class 37 contains 38302 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43156 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43211 members 
Mstep: Class 44 contains 48471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428336.000000 Penalty: 152010.671875
Iteration 367Q: 45 clusters Score -1.964283e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 16416 members 
Mstep: Class 4 contains 47553 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 48670 members 
Mstep: Class 10 contains 50419 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 47895 members 
Mstep: Class 13 contains 56300 members 
Mstep: Class 14 contains 39612 members 
Mstep: Class 15 contains 45091 members 
Mstep: Class 16 contains 35938 members 
Mstep: Class 17 contains 18291 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6462 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 44472 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38025 members 
Mstep: Class 26 contains 8583 members 
Mstep: Class 27 contains 46545 members 
Mstep: Class 28 contains 41353 members 
Mstep: Class 29 contains 41714 members 
Mstep: Class 30 contains 21033 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 36785 members 
Mstep: Class 33 contains 44994 members 
Mstep: Class 34 contains 43256 members 
Mstep: Class 35 contains 43178 members 
Mstep: Class 36 contains 8321 members 
Mstep: Class 37 contains 38297 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43151 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43216 members 
Mstep: Class 44 contains 48412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428288.000000 Penalty: 152010.671875
Iteration 368Q: 45 clusters Score -1.964283e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 47544 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16359 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 48667 members 
Mstep: Class 10 contains 50419 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 47894 members 
Mstep: Class 13 contains 56394 members 
Mstep: Class 14 contains 39644 members 
Mstep: Class 15 contains 45090 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18290 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6460 members 
Mstep: Class 22 contains 13330 members 
Mstep: Class 23 contains 44471 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38053 members 
Mstep: Class 26 contains 8585 members 
Mstep: Class 27 contains 46544 members 
Mstep: Class 28 contains 41375 members 
Mstep: Class 29 contains 41724 members 
Mstep: Class 30 contains 20843 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 36961 members 
Mstep: Class 33 contains 45021 members 
Mstep: Class 34 contains 43261 members 
Mstep: Class 35 contains 43178 members 
Mstep: Class 36 contains 8325 members 
Mstep: Class 37 contains 38294 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43155 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43217 members 
Mstep: Class 44 contains 48343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428384.000000 Penalty: 152010.671875
Iteration 369Q: 45 clusters Score -1.964284e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16414 members 
Mstep: Class 4 contains 47528 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16364 members 
Mstep: Class 7 contains 6458 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 48677 members 
Mstep: Class 10 contains 50421 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 47897 members 
Mstep: Class 13 contains 56471 members 
Mstep: Class 14 contains 39670 members 
Mstep: Class 15 contains 45083 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18294 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6459 members 
Mstep: Class 22 contains 13333 members 
Mstep: Class 23 contains 44484 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38095 members 
Mstep: Class 26 contains 8589 members 
Mstep: Class 27 contains 46545 members 
Mstep: Class 28 contains 41381 members 
Mstep: Class 29 contains 41721 members 
Mstep: Class 30 contains 20633 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 37151 members 
Mstep: Class 33 contains 45066 members 
Mstep: Class 34 contains 43249 members 
Mstep: Class 35 contains 43186 members 
Mstep: Class 36 contains 8324 members 
Mstep: Class 37 contains 38292 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43158 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43222 members 
Mstep: Class 44 contains 48276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428624.000000 Penalty: 152010.671875
Iteration 370Q: 45 clusters Score -1.964286e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 16414 members 
Mstep: Class 4 contains 47520 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16365 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 48698 members 
Mstep: Class 10 contains 50417 members 
Mstep: Class 11 contains 8726 members 
Mstep: Class 12 contains 47904 members 
Mstep: Class 13 contains 56509 members 
Mstep: Class 14 contains 39721 members 
Mstep: Class 15 contains 45082 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18290 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6460 members 
Mstep: Class 22 contains 13336 members 
Mstep: Class 23 contains 44488 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38136 members 
Mstep: Class 26 contains 8595 members 
Mstep: Class 27 contains 46543 members 
Mstep: Class 28 contains 41380 members 
Mstep: Class 29 contains 41724 members 
Mstep: Class 30 contains 20429 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 37362 members 
Mstep: Class 33 contains 45110 members 
Mstep: Class 34 contains 43235 members 
Mstep: Class 35 contains 43190 members 
Mstep: Class 36 contains 8330 members 
Mstep: Class 37 contains 38292 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43156 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43223 members 
Mstep: Class 44 contains 48233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429072.000000 Penalty: 152010.671875
Iteration 371Q: 45 clusters Score -1.964291e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16418 members 
Mstep: Class 4 contains 47511 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16365 members 
Mstep: Class 7 contains 6458 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 48707 members 
Mstep: Class 10 contains 50412 members 
Mstep: Class 11 contains 8572 members 
Mstep: Class 12 contains 47907 members 
Mstep: Class 13 contains 56553 members 
Mstep: Class 14 contains 39763 members 
Mstep: Class 15 contains 45084 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18288 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6459 members 
Mstep: Class 22 contains 13334 members 
Mstep: Class 23 contains 44498 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38158 members 
Mstep: Class 26 contains 8594 members 
Mstep: Class 27 contains 46543 members 
Mstep: Class 28 contains 41388 members 
Mstep: Class 29 contains 41733 members 
Mstep: Class 30 contains 20254 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 37582 members 
Mstep: Class 33 contains 45145 members 
Mstep: Class 34 contains 43236 members 
Mstep: Class 35 contains 43195 members 
Mstep: Class 36 contains 8332 members 
Mstep: Class 37 contains 38290 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43160 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43219 members 
Mstep: Class 44 contains 48170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428880.000000 Penalty: 152010.671875
Iteration 372Q: 45 clusters Score -1.964289e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 16420 members 
Mstep: Class 4 contains 47502 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16365 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 10 contains 50408 members 
Mstep: Class 11 contains 8422 members 
Mstep: Class 12 contains 47918 members 
Mstep: Class 13 contains 56576 members 
Mstep: Class 14 contains 39818 members 
Mstep: Class 15 contains 45087 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6459 members 
Mstep: Class 22 contains 13329 members 
Mstep: Class 23 contains 44509 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38186 members 
Mstep: Class 26 contains 8597 members 
Mstep: Class 27 contains 46542 members 
Mstep: Class 28 contains 41402 members 
Mstep: Class 29 contains 41734 members 
Mstep: Class 30 contains 20066 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 37821 members 
Mstep: Class 33 contains 45174 members 
Mstep: Class 34 contains 43236 members 
Mstep: Class 35 contains 43196 members 
Mstep: Class 36 contains 8327 members 
Mstep: Class 37 contains 38287 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43163 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43217 members 
Mstep: Class 44 contains 48102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428768.000000 Penalty: 152010.671875
Iteration 373Q: 45 clusters Score -1.964288e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 10 contains 50419 members 
Mstep: Class 11 contains 8278 members 
Mstep: Class 12 contains 47932 members 
Mstep: Class 13 contains 56588 members 
Mstep: Class 14 contains 39877 members 
Mstep: Class 15 contains 45094 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18283 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6460 members 
Mstep: Class 22 contains 13327 members 
Mstep: Class 23 contains 44520 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38218 members 
Mstep: Class 26 contains 8598 members 
Mstep: Class 27 contains 46542 members 
Mstep: Class 28 contains 41415 members 
Mstep: Class 29 contains 41731 members 
Mstep: Class 30 contains 19897 members 
Mstep: Class 31 contains 6065 members 
Mstep: Class 32 contains 38043 members 
Mstep: Class 33 contains 45198 members 
Mstep: Class 34 contains 43221 members 
Mstep: Class 35 contains 43190 members 
Mstep: Class 36 contains 8322 members 
Mstep: Class 37 contains 38285 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43165 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43221 members 
Mstep: Class 44 contains 48041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428656.000000 Penalty: 152010.671875
Iteration 374Q: 45 clusters Score -1.964287e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 16421 members 
Mstep: Class 4 contains 47487 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16369 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 48727 members 
Mstep: Class 10 contains 50418 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 56629 members 
Mstep: Class 14 contains 39915 members 
Mstep: Class 15 contains 45087 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 17 contains 18282 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 13331 members 
Mstep: Class 23 contains 44526 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38254 members 
Mstep: Class 26 contains 8598 members 
Mstep: Class 27 contains 46541 members 
Mstep: Class 28 contains 41420 members 
Mstep: Class 29 contains 41731 members 
Mstep: Class 30 contains 19731 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 38246 members 
Mstep: Class 33 contains 45220 members 
Mstep: Class 34 contains 43214 members 
Mstep: Class 35 contains 43199 members 
Mstep: Class 36 contains 8320 members 
Mstep: Class 37 contains 38286 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43170 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43224 members 
Mstep: Class 44 contains 47985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428816.000000 Penalty: 152010.671875
Iteration 375Q: 45 clusters Score -1.964288e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 16422 members 
Mstep: Class 4 contains 47476 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16371 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 48737 members 
Mstep: Class 10 contains 50414 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 56635 members 
Mstep: Class 14 contains 39953 members 
Mstep: Class 15 contains 45079 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 44534 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38270 members 
Mstep: Class 26 contains 8597 members 
Mstep: Class 27 contains 46542 members 
Mstep: Class 28 contains 41432 members 
Mstep: Class 29 contains 41743 members 
Mstep: Class 30 contains 19585 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 38457 members 
Mstep: Class 33 contains 45268 members 
Mstep: Class 34 contains 43211 members 
Mstep: Class 35 contains 43204 members 
Mstep: Class 36 contains 8316 members 
Mstep: Class 37 contains 38284 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43169 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43233 members 
Mstep: Class 44 contains 47931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428880.000000 Penalty: 152010.671875
Iteration 376Q: 45 clusters Score -1.964289e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 16424 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16376 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 48758 members 
Mstep: Class 10 contains 50409 members 
Mstep: Class 11 contains 7788 members 
Mstep: Class 12 contains 47937 members 
Mstep: Class 13 contains 56642 members 
Mstep: Class 14 contains 40003 members 
Mstep: Class 15 contains 45078 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18280 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 13334 members 
Mstep: Class 23 contains 44545 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38272 members 
Mstep: Class 26 contains 8594 members 
Mstep: Class 27 contains 46542 members 
Mstep: Class 28 contains 41443 members 
Mstep: Class 29 contains 41755 members 
Mstep: Class 30 contains 19423 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 38677 members 
Mstep: Class 33 contains 45348 members 
Mstep: Class 34 contains 43199 members 
Mstep: Class 35 contains 43209 members 
Mstep: Class 36 contains 8320 members 
Mstep: Class 37 contains 38286 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43165 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43238 members 
Mstep: Class 44 contains 47877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428432.000000 Penalty: 152010.671875
Iteration 377Q: 45 clusters Score -1.964284e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 16425 members 
Mstep: Class 4 contains 47459 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16379 members 
Mstep: Class 7 contains 6480 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 48771 members 
Mstep: Class 10 contains 50411 members 
Mstep: Class 11 contains 7635 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 56653 members 
Mstep: Class 14 contains 40043 members 
Mstep: Class 15 contains 45085 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 13335 members 
Mstep: Class 23 contains 44549 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38285 members 
Mstep: Class 26 contains 8595 members 
Mstep: Class 27 contains 46542 members 
Mstep: Class 28 contains 41460 members 
Mstep: Class 29 contains 41759 members 
Mstep: Class 30 contains 19253 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 38894 members 
Mstep: Class 33 contains 45406 members 
Mstep: Class 34 contains 43203 members 
Mstep: Class 35 contains 43216 members 
Mstep: Class 36 contains 8314 members 
Mstep: Class 37 contains 38285 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43162 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43240 members 
Mstep: Class 44 contains 47806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428480.000000 Penalty: 152010.671875
Iteration 378Q: 45 clusters Score -1.964285e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16427 members 
Mstep: Class 4 contains 47455 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16382 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 48789 members 
Mstep: Class 10 contains 50409 members 
Mstep: Class 11 contains 7492 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 56637 members 
Mstep: Class 14 contains 40082 members 
Mstep: Class 15 contains 45088 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18275 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 13337 members 
Mstep: Class 23 contains 44563 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38316 members 
Mstep: Class 26 contains 8595 members 
Mstep: Class 27 contains 46540 members 
Mstep: Class 28 contains 41466 members 
Mstep: Class 29 contains 41763 members 
Mstep: Class 30 contains 19101 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 39114 members 
Mstep: Class 33 contains 45448 members 
Mstep: Class 34 contains 43204 members 
Mstep: Class 35 contains 43219 members 
Mstep: Class 36 contains 8314 members 
Mstep: Class 37 contains 38282 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43161 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43242 members 
Mstep: Class 44 contains 47734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428784.000000 Penalty: 152010.671875
Iteration 379Q: 45 clusters Score -1.964288e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16429 members 
Mstep: Class 4 contains 47448 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16383 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 48802 members 
Mstep: Class 10 contains 50414 members 
Mstep: Class 11 contains 7364 members 
Mstep: Class 12 contains 47931 members 
Mstep: Class 13 contains 56625 members 
Mstep: Class 14 contains 40125 members 
Mstep: Class 15 contains 45087 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 13335 members 
Mstep: Class 23 contains 44575 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38332 members 
Mstep: Class 26 contains 8599 members 
Mstep: Class 27 contains 46540 members 
Mstep: Class 28 contains 41487 members 
Mstep: Class 29 contains 41775 members 
Mstep: Class 30 contains 18953 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 39325 members 
Mstep: Class 33 contains 45466 members 
Mstep: Class 34 contains 43207 members 
Mstep: Class 35 contains 43222 members 
Mstep: Class 36 contains 8312 members 
Mstep: Class 37 contains 38283 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43161 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43240 members 
Mstep: Class 44 contains 47690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428496.000000 Penalty: 152010.671875
Iteration 380F: 45 clusters Score -1.964285e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16384 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40217 members 
Mstep: Class 9 contains 48826 members 
Mstep: Class 10 contains 50414 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 56627 members 
Mstep: Class 14 contains 40172 members 
Mstep: Class 15 contains 45090 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13338 members 
Mstep: Class 23 contains 44586 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38360 members 
Mstep: Class 26 contains 8598 members 
Mstep: Class 27 contains 46539 members 
Mstep: Class 28 contains 41504 members 
Mstep: Class 29 contains 41773 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 39516 members 
Mstep: Class 33 contains 45487 members 
Mstep: Class 34 contains 43201 members 
Mstep: Class 35 contains 43234 members 
Mstep: Class 36 contains 8306 members 
Mstep: Class 37 contains 38283 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43159 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43238 members 
Mstep: Class 44 contains 47649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428160.000000 Penalty: 152010.671875
Iteration 381Q: 45 clusters Score -1.964282e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 16429 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16384 members 
Mstep: Class 7 contains 6480 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 48844 members 
Mstep: Class 10 contains 50418 members 
Mstep: Class 11 contains 7118 members 
Mstep: Class 12 contains 47944 members 
Mstep: Class 13 contains 56611 members 
Mstep: Class 14 contains 40214 members 
Mstep: Class 15 contains 45094 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13337 members 
Mstep: Class 23 contains 44595 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38376 members 
Mstep: Class 26 contains 8599 members 
Mstep: Class 27 contains 46538 members 
Mstep: Class 28 contains 41514 members 
Mstep: Class 29 contains 41788 members 
Mstep: Class 30 contains 18628 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 39696 members 
Mstep: Class 33 contains 45501 members 
Mstep: Class 34 contains 43201 members 
Mstep: Class 35 contains 43236 members 
Mstep: Class 36 contains 8308 members 
Mstep: Class 37 contains 38284 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43151 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43243 members 
Mstep: Class 44 contains 47625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428496.000000 Penalty: 152010.671875
Iteration 382Q: 45 clusters Score -1.964285e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 47425 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 40210 members 
Mstep: Class 9 contains 48858 members 
Mstep: Class 10 contains 50418 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 47955 members 
Mstep: Class 13 contains 56622 members 
Mstep: Class 14 contains 40253 members 
Mstep: Class 15 contains 45101 members 
Mstep: Class 16 contains 35951 members 
Mstep: Class 17 contains 18269 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 44594 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38385 members 
Mstep: Class 26 contains 8603 members 
Mstep: Class 27 contains 46538 members 
Mstep: Class 28 contains 41520 members 
Mstep: Class 29 contains 41795 members 
Mstep: Class 30 contains 18459 members 
Mstep: Class 31 contains 6067 members 
Mstep: Class 32 contains 39866 members 
Mstep: Class 33 contains 45506 members 
Mstep: Class 34 contains 43205 members 
Mstep: Class 35 contains 43234 members 
Mstep: Class 36 contains 8308 members 
Mstep: Class 37 contains 38285 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43148 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43238 members 
Mstep: Class 44 contains 47609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428672.000000 Penalty: 152010.671875
Iteration 383Q: 45 clusters Score -1.964287e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 47420 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 50422 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 47956 members 
Mstep: Class 13 contains 56611 members 
Mstep: Class 14 contains 40283 members 
Mstep: Class 15 contains 45094 members 
Mstep: Class 16 contains 35952 members 
Mstep: Class 17 contains 18268 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13343 members 
Mstep: Class 23 contains 44605 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38413 members 
Mstep: Class 26 contains 8611 members 
Mstep: Class 27 contains 46538 members 
Mstep: Class 28 contains 41529 members 
Mstep: Class 29 contains 41800 members 
Mstep: Class 30 contains 18283 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 40036 members 
Mstep: Class 33 contains 45505 members 
Mstep: Class 34 contains 43215 members 
Mstep: Class 35 contains 43249 members 
Mstep: Class 36 contains 8306 members 
Mstep: Class 37 contains 38283 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43147 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43243 members 
Mstep: Class 44 contains 47590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428320.000000 Penalty: 152010.671875
Iteration 384Q: 45 clusters Score -1.964283e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 47415 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 40212 members 
Mstep: Class 9 contains 48874 members 
Mstep: Class 10 contains 50428 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 47963 members 
Mstep: Class 13 contains 56579 members 
Mstep: Class 14 contains 40318 members 
Mstep: Class 15 contains 45095 members 
Mstep: Class 16 contains 35950 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13342 members 
Mstep: Class 23 contains 44603 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38445 members 
Mstep: Class 26 contains 8610 members 
Mstep: Class 27 contains 46538 members 
Mstep: Class 28 contains 41530 members 
Mstep: Class 29 contains 41802 members 
Mstep: Class 30 contains 18149 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 40209 members 
Mstep: Class 33 contains 45520 members 
Mstep: Class 34 contains 43209 members 
Mstep: Class 35 contains 43251 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 38282 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43147 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43257 members 
Mstep: Class 44 contains 47565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428592.000000 Penalty: 152010.671875
Iteration 385Q: 45 clusters Score -1.964286e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16434 members 
Mstep: Class 4 contains 47416 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 40210 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 50439 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 47969 members 
Mstep: Class 13 contains 56520 members 
Mstep: Class 14 contains 40351 members 
Mstep: Class 15 contains 45092 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 17 contains 18275 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13346 members 
Mstep: Class 23 contains 44607 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38442 members 
Mstep: Class 26 contains 8613 members 
Mstep: Class 27 contains 46537 members 
Mstep: Class 28 contains 41535 members 
Mstep: Class 29 contains 41802 members 
Mstep: Class 30 contains 18032 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 40382 members 
Mstep: Class 33 contains 45544 members 
Mstep: Class 34 contains 43209 members 
Mstep: Class 35 contains 43261 members 
Mstep: Class 36 contains 8315 members 
Mstep: Class 37 contains 38280 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43142 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43268 members 
Mstep: Class 44 contains 47554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428624.000000 Penalty: 152010.671875
Iteration 386Q: 45 clusters Score -1.964286e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 47419 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 40205 members 
Mstep: Class 9 contains 48872 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 47972 members 
Mstep: Class 13 contains 56481 members 
Mstep: Class 14 contains 40374 members 
Mstep: Class 15 contains 45095 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 13347 members 
Mstep: Class 23 contains 44607 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38465 members 
Mstep: Class 26 contains 8611 members 
Mstep: Class 27 contains 46537 members 
Mstep: Class 28 contains 41529 members 
Mstep: Class 29 contains 41808 members 
Mstep: Class 30 contains 17930 members 
Mstep: Class 31 contains 6066 members 
Mstep: Class 32 contains 40530 members 
Mstep: Class 33 contains 45581 members 
Mstep: Class 34 contains 43212 members 
Mstep: Class 35 contains 43265 members 
Mstep: Class 36 contains 8317 members 
Mstep: Class 37 contains 38279 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43137 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43279 members 
Mstep: Class 44 contains 47524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428720.000000 Penalty: 152010.671875
Iteration 387Q: 45 clusters Score -1.964287e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16442 members 
Mstep: Class 4 contains 47422 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 48864 members 
Mstep: Class 10 contains 50447 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 12 contains 47977 members 
Mstep: Class 13 contains 56428 members 
Mstep: Class 14 contains 40396 members 
Mstep: Class 15 contains 45100 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 13347 members 
Mstep: Class 23 contains 44606 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38475 members 
Mstep: Class 26 contains 8610 members 
Mstep: Class 27 contains 46537 members 
Mstep: Class 28 contains 41527 members 
Mstep: Class 29 contains 41804 members 
Mstep: Class 30 contains 17852 members 
Mstep: Class 31 contains 6068 members 
Mstep: Class 32 contains 40695 members 
Mstep: Class 33 contains 45620 members 
Mstep: Class 34 contains 43215 members 
Mstep: Class 35 contains 43278 members 
Mstep: Class 36 contains 8322 members 
Mstep: Class 37 contains 38275 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43133 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43286 members 
Mstep: Class 44 contains 47492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 152010.671875
Iteration 388Q: 45 clusters Score -1.96429e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16446 members 
Mstep: Class 4 contains 47428 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 48864 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 47982 members 
Mstep: Class 13 contains 56363 members 
Mstep: Class 14 contains 40414 members 
Mstep: Class 15 contains 45105 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6452 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44610 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38496 members 
Mstep: Class 26 contains 8612 members 
Mstep: Class 27 contains 46537 members 
Mstep: Class 28 contains 41530 members 
Mstep: Class 29 contains 41808 members 
Mstep: Class 30 contains 17772 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 40870 members 
Mstep: Class 33 contains 45638 members 
Mstep: Class 34 contains 43211 members 
Mstep: Class 35 contains 43291 members 
Mstep: Class 36 contains 8323 members 
Mstep: Class 37 contains 38272 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43128 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43295 members 
Mstep: Class 44 contains 47446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428944.000000 Penalty: 152010.671875
Iteration 389Q: 45 clusters Score -1.964289e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16452 members 
Mstep: Class 4 contains 47448 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 50439 members 
Mstep: Class 11 contains 6415 members 
Mstep: Class 12 contains 47971 members 
Mstep: Class 13 contains 56279 members 
Mstep: Class 14 contains 40441 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 35938 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6452 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44609 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38519 members 
Mstep: Class 26 contains 8614 members 
Mstep: Class 27 contains 46535 members 
Mstep: Class 28 contains 41545 members 
Mstep: Class 29 contains 41816 members 
Mstep: Class 30 contains 17686 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 41046 members 
Mstep: Class 33 contains 45656 members 
Mstep: Class 34 contains 43204 members 
Mstep: Class 35 contains 43297 members 
Mstep: Class 36 contains 8324 members 
Mstep: Class 37 contains 38267 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43120 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43296 members 
Mstep: Class 44 contains 47415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 152010.671875
Iteration 390Q: 45 clusters Score -1.96429e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16454 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16394 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 40202 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 50437 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 47966 members 
Mstep: Class 13 contains 56183 members 
Mstep: Class 14 contains 40458 members 
Mstep: Class 15 contains 45121 members 
Mstep: Class 16 contains 35935 members 
Mstep: Class 17 contains 18284 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 13346 members 
Mstep: Class 23 contains 44605 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38548 members 
Mstep: Class 26 contains 8618 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41547 members 
Mstep: Class 29 contains 41821 members 
Mstep: Class 30 contains 17611 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 41221 members 
Mstep: Class 33 contains 45661 members 
Mstep: Class 34 contains 43214 members 
Mstep: Class 35 contains 43298 members 
Mstep: Class 36 contains 8324 members 
Mstep: Class 37 contains 38264 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43118 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43306 members 
Mstep: Class 44 contains 47393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428912.000000 Penalty: 152010.671875
Iteration 391Q: 45 clusters Score -1.964289e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 16459 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16392 members 
Mstep: Class 7 contains 6488 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 48870 members 
Mstep: Class 10 contains 50441 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 47961 members 
Mstep: Class 13 contains 56112 members 
Mstep: Class 14 contains 40480 members 
Mstep: Class 15 contains 45130 members 
Mstep: Class 16 contains 35935 members 
Mstep: Class 17 contains 18286 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 13346 members 
Mstep: Class 23 contains 44602 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38568 members 
Mstep: Class 26 contains 8619 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41550 members 
Mstep: Class 29 contains 41822 members 
Mstep: Class 30 contains 17540 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 41371 members 
Mstep: Class 33 contains 45682 members 
Mstep: Class 34 contains 43214 members 
Mstep: Class 35 contains 43302 members 
Mstep: Class 36 contains 8327 members 
Mstep: Class 37 contains 38261 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43117 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43301 members 
Mstep: Class 44 contains 47360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428896.000000 Penalty: 152010.671875
Iteration 392Q: 45 clusters Score -1.964289e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15400 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16391 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 48880 members 
Mstep: Class 10 contains 50443 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 47957 members 
Mstep: Class 13 contains 56041 members 
Mstep: Class 14 contains 40500 members 
Mstep: Class 15 contains 45133 members 
Mstep: Class 16 contains 35935 members 
Mstep: Class 17 contains 18284 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 13346 members 
Mstep: Class 23 contains 44599 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38591 members 
Mstep: Class 26 contains 8622 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41552 members 
Mstep: Class 29 contains 41819 members 
Mstep: Class 30 contains 17469 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 41519 members 
Mstep: Class 33 contains 45696 members 
Mstep: Class 34 contains 43218 members 
Mstep: Class 35 contains 43308 members 
Mstep: Class 36 contains 8327 members 
Mstep: Class 37 contains 38259 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43125 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43311 members 
Mstep: Class 44 contains 47327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 152010.671875
Iteration 393Q: 45 clusters Score -1.96429e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 16469 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16391 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 48888 members 
Mstep: Class 10 contains 50444 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 47953 members 
Mstep: Class 13 contains 55955 members 
Mstep: Class 14 contains 40529 members 
Mstep: Class 15 contains 45135 members 
Mstep: Class 16 contains 35936 members 
Mstep: Class 17 contains 18283 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6442 members 
Mstep: Class 22 contains 13347 members 
Mstep: Class 23 contains 44596 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38623 members 
Mstep: Class 26 contains 8624 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41559 members 
Mstep: Class 29 contains 41813 members 
Mstep: Class 30 contains 17402 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 41678 members 
Mstep: Class 33 contains 45702 members 
Mstep: Class 34 contains 43218 members 
Mstep: Class 35 contains 43313 members 
Mstep: Class 36 contains 8325 members 
Mstep: Class 37 contains 38257 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43127 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43315 members 
Mstep: Class 44 contains 47289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428976.000000 Penalty: 152010.671875
Iteration 394Q: 45 clusters Score -1.96429e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16470 members 
Mstep: Class 4 contains 47452 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 40203 members 
Mstep: Class 9 contains 48894 members 
Mstep: Class 10 contains 50443 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 47949 members 
Mstep: Class 13 contains 55893 members 
Mstep: Class 14 contains 40557 members 
Mstep: Class 15 contains 45139 members 
Mstep: Class 16 contains 35934 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6442 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44595 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38652 members 
Mstep: Class 26 contains 8630 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41566 members 
Mstep: Class 29 contains 41820 members 
Mstep: Class 30 contains 17330 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 41814 members 
Mstep: Class 33 contains 45700 members 
Mstep: Class 34 contains 43212 members 
Mstep: Class 35 contains 43319 members 
Mstep: Class 36 contains 8327 members 
Mstep: Class 37 contains 38255 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43127 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43319 members 
Mstep: Class 44 contains 47262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429200.000000 Penalty: 152010.671875
Iteration 395Q: 45 clusters Score -1.964292e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16471 members 
Mstep: Class 4 contains 47452 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16391 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40202 members 
Mstep: Class 9 contains 48896 members 
Mstep: Class 10 contains 50444 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 47942 members 
Mstep: Class 13 contains 55834 members 
Mstep: Class 14 contains 40594 members 
Mstep: Class 15 contains 45138 members 
Mstep: Class 16 contains 35936 members 
Mstep: Class 17 contains 18284 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6442 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44601 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38672 members 
Mstep: Class 26 contains 8632 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41570 members 
Mstep: Class 29 contains 41824 members 
Mstep: Class 30 contains 17236 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 41938 members 
Mstep: Class 33 contains 45691 members 
Mstep: Class 34 contains 43212 members 
Mstep: Class 35 contains 43331 members 
Mstep: Class 36 contains 8327 members 
Mstep: Class 37 contains 38253 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43129 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43327 members 
Mstep: Class 44 contains 47271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429280.000000 Penalty: 152010.671875
Iteration 396Q: 45 clusters Score -1.964293e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16472 members 
Mstep: Class 4 contains 47451 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 40203 members 
Mstep: Class 9 contains 48901 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 55785 members 
Mstep: Class 14 contains 40630 members 
Mstep: Class 15 contains 45136 members 
Mstep: Class 16 contains 35939 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6441 members 
Mstep: Class 22 contains 13347 members 
Mstep: Class 23 contains 44602 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38695 members 
Mstep: Class 26 contains 8633 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41579 members 
Mstep: Class 29 contains 41826 members 
Mstep: Class 30 contains 17138 members 
Mstep: Class 31 contains 6070 members 
Mstep: Class 32 contains 42047 members 
Mstep: Class 33 contains 45702 members 
Mstep: Class 34 contains 43219 members 
Mstep: Class 35 contains 43334 members 
Mstep: Class 36 contains 8331 members 
Mstep: Class 37 contains 38251 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43131 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43327 members 
Mstep: Class 44 contains 47278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429136.000000 Penalty: 152010.671875
Iteration 397Q: 45 clusters Score -1.964291e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16475 members 
Mstep: Class 4 contains 47450 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 40203 members 
Mstep: Class 9 contains 48916 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 5957 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 55753 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 45141 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18286 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6439 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44602 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38705 members 
Mstep: Class 26 contains 8633 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41587 members 
Mstep: Class 29 contains 41826 members 
Mstep: Class 30 contains 17082 members 
Mstep: Class 31 contains 6070 members 
Mstep: Class 32 contains 42143 members 
Mstep: Class 33 contains 45711 members 
Mstep: Class 34 contains 43212 members 
Mstep: Class 35 contains 43345 members 
Mstep: Class 36 contains 8332 members 
Mstep: Class 37 contains 38248 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43136 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43328 members 
Mstep: Class 44 contains 47262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429216.000000 Penalty: 152010.671875
Iteration 398Q: 45 clusters Score -1.964292e+08 nChanged 588
Entering ConstructFrom: 
Score: -196429216.000000 Penalty: 152010.671875
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99956.984375 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -99956.98 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100513.265625 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100513.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100765.445312 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100765.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100898.609375 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -100898.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100979.023438 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -100979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101075.820312 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -101075.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101124.679688 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -101124.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101152.210938 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -101152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101190.218750 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -101190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -101204.070312 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101210.226562 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101225.562500 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101225.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101260.617188 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -101260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101303.601562 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -101303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101360.906250 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -101360.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101426.070312 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -101426.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101464.718750 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -101464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101484.109375 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -101484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101493.828125 Penalty: 3341.535645
	Iteration 18Q: 3 clusters Score -101493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101506.007812 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -101506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101521.046875 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -101521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101535.960938 Penalty: 3341.535645
	Iteration 21Q: 3 clusters Score -101536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101547.593750 Penalty: 3341.535645
	Iteration 22Q: 3 clusters Score -101547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101551.265625 Penalty: 3341.535645
	Iteration 23Q: 3 clusters Score -101551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101555.843750 Penalty: 3341.535645
	Iteration 24Q: 3 clusters Score -101555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101562.664062 Penalty: 3341.535645
	Iteration 25Q: 3 clusters Score -101562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101562.664062 Penalty: 3341.535645
	Iteration 26F: 3 clusters Score -101562.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Entering Unmasked Estep 
Score: -2732400.000000 Penalty: 2391.294922
	Iteration 0F: 2 clusters Score -2732400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2721304.500000 Penalty: 4782.589844
	Iteration 0F: 3 clusters Score -2721304 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2724770.250000 Penalty: 4782.589844
	Iteration 1F: 3 clusters Score -2724770 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2725125.000000 Penalty: 4782.589844
	Iteration 2F: 3 clusters Score -2725125 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2725395.750000 Penalty: 4782.589844
	Iteration 3Q: 3 clusters Score -2725396 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2725614.250000 Penalty: 4782.589844
	Iteration 4Q: 3 clusters Score -2725614 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2725811.500000 Penalty: 4782.589844
	Iteration 5Q: 3 clusters Score -2725812 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2726063.500000 Penalty: 4782.589844
	Iteration 6Q: 3 clusters Score -2726064 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2726326.750000 Penalty: 4782.589844
	Iteration 7Q: 3 clusters Score -2726327 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2726690.250000 Penalty: 4782.589844
	Iteration 8Q: 3 clusters Score -2726690 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2727127.500000 Penalty: 4782.589844
	Iteration 9Q: 3 clusters Score -2727128 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2727658.750000 Penalty: 4782.589844
	Iteration 10F: 3 clusters Score -2727659 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2728274.500000 Penalty: 4782.589844
	Iteration 11F: 3 clusters Score -2728274 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2728889.500000 Penalty: 4782.589844
	Iteration 12Q: 3 clusters Score -2728890 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2729357.250000 Penalty: 4782.589844
	Iteration 13Q: 3 clusters Score -2729357 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2729688.250000 Penalty: 4782.589844
	Iteration 14Q: 3 clusters Score -2729688 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2729904.500000 Penalty: 4782.589844
	Iteration 15Q: 3 clusters Score -2729904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2730045.750000 Penalty: 4782.589844
	Iteration 16Q: 3 clusters Score -2730046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2730122.750000 Penalty: 4782.589844
	Iteration 17Q: 3 clusters Score -2730123 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2730182.750000 Penalty: 4782.589844
	Iteration 18Q: 3 clusters Score -2730183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2730221.250000 Penalty: 4782.589844
	Iteration 19Q: 3 clusters Score -2730221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2730266.750000 Penalty: 4782.589844
	Iteration 20F: 3 clusters Score -2730267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2730286.750000 Penalty: 4782.589844
	Iteration 21Q: 3 clusters Score -2730287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2730304.000000 Penalty: 4782.589844
	Iteration 22Q: 3 clusters Score -2730304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2730323.750000 Penalty: 4782.589844
	Iteration 23Q: 3 clusters Score -2730324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2730337.500000 Penalty: 4782.589844
	Iteration 24Q: 3 clusters Score -2730338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2730346.250000 Penalty: 4782.589844
	Iteration 25Q: 3 clusters Score -2730346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2730353.000000 Penalty: 4782.589844
	Iteration 26Q: 3 clusters Score -2730353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2730356.250000 Penalty: 4782.589844
	Iteration 27Q: 3 clusters Score -2730356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2730356.750000 Penalty: 4782.589844
	Iteration 28Q: 3 clusters Score -2730357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2730358.500000 Penalty: 4782.589844
	Iteration 29Q: 3 clusters Score -2730358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2730358.500000 Penalty: 4782.589844
	Iteration 30F: 3 clusters Score -2730358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Entering Unmasked Estep 
Score: -2898142.750000 Penalty: 2408.025879
	Iteration 0F: 2 clusters Score -2898143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2886302.250000 Penalty: 4816.051758
	Iteration 0F: 3 clusters Score -2886302 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2890174.250000 Penalty: 4816.051758
	Iteration 1F: 3 clusters Score -2890174 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2890689.500000 Penalty: 4816.051758
	Iteration 2F: 3 clusters Score -2890690 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2891221.500000 Penalty: 4816.051758
	Iteration 3F: 3 clusters Score -2891222 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2891831.750000 Penalty: 4816.051758
	Iteration 4F: 3 clusters Score -2891832 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2892568.500000 Penalty: 4816.051758
	Iteration 5F: 3 clusters Score -2892568 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2893435.000000 Penalty: 4816.051758
	Iteration 6F: 3 clusters Score -2893435 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2894232.750000 Penalty: 4816.051758
	Iteration 7F: 3 clusters Score -2894233 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2894859.250000 Penalty: 4816.051758
	Iteration 8F: 3 clusters Score -2894859 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2895303.500000 Penalty: 4816.051758
	Iteration 9Q: 3 clusters Score -2895304 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2895626.750000 Penalty: 4816.051758
	Iteration 10Q: 3 clusters Score -2895627 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2895832.250000 Penalty: 4816.051758
	Iteration 11Q: 3 clusters Score -2895832 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2895975.250000 Penalty: 4816.051758
	Iteration 12Q: 3 clusters Score -2895975 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2896088.750000 Penalty: 4816.051758
	Iteration 13Q: 3 clusters Score -2896089 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2896165.250000 Penalty: 4816.051758
	Iteration 14Q: 3 clusters Score -2896165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2896205.000000 Penalty: 4816.051758
	Iteration 15Q: 3 clusters Score -2896205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2896230.500000 Penalty: 4816.051758
	Iteration 16Q: 3 clusters Score -2896230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2896244.500000 Penalty: 4816.051758
	Iteration 17Q: 3 clusters Score -2896244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2896279.750000 Penalty: 4816.051758
	Iteration 18Q: 3 clusters Score -2896280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2896296.500000 Penalty: 4816.051758
	Iteration 19Q: 3 clusters Score -2896296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2896311.250000 Penalty: 4816.051758
	Iteration 20F: 3 clusters Score -2896311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2896321.750000 Penalty: 4816.051758
	Iteration 21Q: 3 clusters Score -2896322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2896325.500000 Penalty: 4816.051758
	Iteration 22Q: 3 clusters Score -2896326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2896329.500000 Penalty: 4816.051758
	Iteration 23Q: 3 clusters Score -2896330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2896331.250000 Penalty: 4816.051758
	Iteration 24Q: 3 clusters Score -2896331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2896332.750000 Penalty: 4816.051758
	Iteration 25Q: 3 clusters Score -2896333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2896331.250000 Penalty: 4816.051758
	Iteration 26Q: 3 clusters Score -2896331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2896331.250000 Penalty: 4816.051758
	Iteration 27F: 3 clusters Score -2896331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Entering Unmasked Estep 
Score: -8565412.000000 Penalty: 2670.343994
	Iteration 0F: 2 clusters Score -8565412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -8535277.000000 Penalty: 5340.687988
	Iteration 0F: 3 clusters Score -8535277 nChanged 21867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -8547482.000000 Penalty: 5340.687988
	Iteration 1F: 3 clusters Score -8547482 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -8548003.000000 Penalty: 5340.687988
	Iteration 2Q: 3 clusters Score -8548003 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -8548580.000000 Penalty: 5340.687988
	Iteration 3Q: 3 clusters Score -8548580 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -8549308.000000 Penalty: 5340.687988
	Iteration 4Q: 3 clusters Score -8549308 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -8550383.000000 Penalty: 5340.687988
	Iteration 5Q: 3 clusters Score -8550383 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -8552042.000000 Penalty: 5340.687988
	Iteration 6F: 3 clusters Score -8552042 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -8554545.000000 Penalty: 5340.687988
	Iteration 7F: 3 clusters Score -8554545 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -8557416.000000 Penalty: 5340.687988
	Iteration 8F: 3 clusters Score -8557416 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8559815.000000 Penalty: 5340.687988
	Iteration 9F: 3 clusters Score -8559815 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8561273.000000 Penalty: 5340.687988
	Iteration 10Q: 3 clusters Score -8561273 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8562180.000000 Penalty: 5340.687988
	Iteration 11Q: 3 clusters Score -8562180 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8562620.000000 Penalty: 5340.687988
	Iteration 12Q: 3 clusters Score -8562620 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8562806.000000 Penalty: 5340.687988
	Iteration 13Q: 3 clusters Score -8562806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8562923.000000 Penalty: 5340.687988
	Iteration 14Q: 3 clusters Score -8562923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8562983.000000 Penalty: 5340.687988
	Iteration 15Q: 3 clusters Score -8562983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8563012.000000 Penalty: 5340.687988
	Iteration 16Q: 3 clusters Score -8563012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8563038.000000 Penalty: 5340.687988
	Iteration 17Q: 3 clusters Score -8563038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8563063.000000 Penalty: 5340.687988
	Iteration 18Q: 3 clusters Score -8563063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8563064.000000 Penalty: 5340.687988
	Iteration 19Q: 3 clusters Score -8563064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8563080.000000 Penalty: 5340.687988
	Iteration 20F: 3 clusters Score -8563080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8563084.000000 Penalty: 5340.687988
	Iteration 21Q: 3 clusters Score -8563084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8563089.000000 Penalty: 5340.687988
	Iteration 22Q: 3 clusters Score -8563089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8563093.000000 Penalty: 5340.687988
	Iteration 23Q: 3 clusters Score -8563093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8563097.000000 Penalty: 5340.687988
	Iteration 24Q: 3 clusters Score -8563097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8563101.000000 Penalty: 5340.687988
	Iteration 25Q: 3 clusters Score -8563101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8563104.000000 Penalty: 5340.687988
	Iteration 26Q: 3 clusters Score -8563104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8563109.000000 Penalty: 5340.687988
	Iteration 27Q: 3 clusters Score -8563109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8563109.000000 Penalty: 5340.687988
	Iteration 28F: 3 clusters Score -8563109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -396032.312500 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -396032.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -393171.937500 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -393171.9 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -394189.968750 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -394190 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -395031.031250 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -395031 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -395501.406250 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -395501.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -395817.906250 Penalty: 3868.474365
	Iteration 4F: 3 clusters Score -395817.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -395981.500000 Penalty: 3868.474365
	Iteration 5F: 3 clusters Score -395981.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -396076.531250 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -396076.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -396145.250000 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -396145.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -396188.812500 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -396188.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -396218.312500 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -396218.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -396241.781250 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -396241.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -396255.843750 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -396255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -396268.187500 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -396268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -396281.312500 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -396281.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -396296.718750 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -396296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -396304.906250 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -396304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -396316.937500 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -396316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -396324.468750 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -396324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -396335.437500 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -396335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -396342.781250 Penalty: 3868.474365
	Iteration 19Q: 3 clusters Score -396342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -396353.750000 Penalty: 3868.474365
	Iteration 20F: 3 clusters Score -396353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -396365.125000 Penalty: 3868.474365
	Iteration 21Q: 3 clusters Score -396365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -396382.937500 Penalty: 3868.474365
	Iteration 22Q: 3 clusters Score -396382.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -396395.875000 Penalty: 3868.474365
	Iteration 23Q: 3 clusters Score -396395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -396404.812500 Penalty: 3868.474365
	Iteration 24Q: 3 clusters Score -396404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -396409.968750 Penalty: 3868.474365
	Iteration 25Q: 3 clusters Score -396410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -396418.531250 Penalty: 3868.474365
	Iteration 26Q: 3 clusters Score -396418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -396425.625000 Penalty: 3868.474365
	Iteration 27Q: 3 clusters Score -396425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -396430.968750 Penalty: 3868.474365
	Iteration 28Q: 3 clusters Score -396431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -396435.375000 Penalty: 3868.474365
	Iteration 29Q: 3 clusters Score -396435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -396437.843750 Penalty: 3868.474365
	Iteration 30Q: 3 clusters Score -396437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -396441.406250 Penalty: 3868.474365
	Iteration 31Q: 3 clusters Score -396441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -396445.093750 Penalty: 3868.474365
	Iteration 32Q: 3 clusters Score -396445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -396447.218750 Penalty: 3868.474365
	Iteration 33Q: 3 clusters Score -396447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -396451.218750 Penalty: 3868.474365
	Iteration 34Q: 3 clusters Score -396451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -396452.218750 Penalty: 3868.474365
	Iteration 35Q: 3 clusters Score -396452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -396452.406250 Penalty: 3868.474365
	Iteration 36Q: 3 clusters Score -396452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -396452.406250 Penalty: 3868.474365
	Iteration 37F: 3 clusters Score -396452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 48926 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 45145 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44604 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38711 members 
Mstep: Class 26 contains 8636 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41596 members 
Mstep: Class 29 contains 41832 members 
Mstep: Class 30 contains 17019 members 
Mstep: Class 31 contains 6071 members 
Mstep: Class 32 contains 42236 members 
Mstep: Class 33 contains 45722 members 
Mstep: Class 34 contains 43207 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8334 members 
Mstep: Class 37 contains 38244 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43131 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43329 members 
Mstep: Class 44 contains 47250 members 
Mstep: Class 45 contains 707 members 
Entering Unmasked Estep 
Score: -196427984.000000 Penalty: 155465.468750
Splitting cluster 5 changes total score from -196429216.000000 to -196427984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Entering Unmasked Estep 
Score: -2887143.250000 Penalty: 2406.773438
	Iteration 0F: 2 clusters Score -2887143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2875416.250000 Penalty: 4813.546875
	Iteration 0F: 3 clusters Score -2875416 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2879216.500000 Penalty: 4813.546875
	Iteration 1F: 3 clusters Score -2879216 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2879653.250000 Penalty: 4813.546875
	Iteration 2F: 3 clusters Score -2879653 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2880065.000000 Penalty: 4813.546875
	Iteration 3F: 3 clusters Score -2880065 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2880426.750000 Penalty: 4813.546875
	Iteration 4Q: 3 clusters Score -2880427 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2880802.750000 Penalty: 4813.546875
	Iteration 5Q: 3 clusters Score -2880803 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2881154.000000 Penalty: 4813.546875
	Iteration 6Q: 3 clusters Score -2881154 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2881549.750000 Penalty: 4813.546875
	Iteration 7Q: 3 clusters Score -2881550 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2882064.000000 Penalty: 4813.546875
	Iteration 8Q: 3 clusters Score -2882064 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2882723.750000 Penalty: 4813.546875
	Iteration 9F: 3 clusters Score -2882724 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2883427.750000 Penalty: 4813.546875
	Iteration 10F: 3 clusters Score -2883428 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2884025.000000 Penalty: 4813.546875
	Iteration 11Q: 3 clusters Score -2884025 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2884389.500000 Penalty: 4813.546875
	Iteration 12Q: 3 clusters Score -2884390 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2884612.750000 Penalty: 4813.546875
	Iteration 13Q: 3 clusters Score -2884613 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2884730.000000 Penalty: 4813.546875
	Iteration 14Q: 3 clusters Score -2884730 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2884814.750000 Penalty: 4813.546875
	Iteration 15Q: 3 clusters Score -2884815 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2884879.500000 Penalty: 4813.546875
	Iteration 16Q: 3 clusters Score -2884880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2884920.500000 Penalty: 4813.546875
	Iteration 17Q: 3 clusters Score -2884920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2884959.750000 Penalty: 4813.546875
	Iteration 18Q: 3 clusters Score -2884960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2885005.750000 Penalty: 4813.546875
	Iteration 19Q: 3 clusters Score -2885006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2885037.750000 Penalty: 4813.546875
	Iteration 20F: 3 clusters Score -2885038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2885059.000000 Penalty: 4813.546875
	Iteration 21Q: 3 clusters Score -2885059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2885078.500000 Penalty: 4813.546875
	Iteration 22Q: 3 clusters Score -2885078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2885091.000000 Penalty: 4813.546875
	Iteration 23Q: 3 clusters Score -2885091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2885116.500000 Penalty: 4813.546875
	Iteration 24Q: 3 clusters Score -2885116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2885129.750000 Penalty: 4813.546875
	Iteration 25Q: 3 clusters Score -2885130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2885126.500000 Penalty: 4813.546875
	Iteration 26Q: 3 clusters Score -2885126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2885127.750000 Penalty: 4813.546875
	Iteration 27Q: 3 clusters Score -2885128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2885141.250000 Penalty: 4813.546875
	Iteration 28Q: 3 clusters Score -2885141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2885146.500000 Penalty: 4813.546875
	Iteration 29Q: 3 clusters Score -2885146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2885146.000000 Penalty: 4813.546875
	Iteration 30Q: 3 clusters Score -2885146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2885149.750000 Penalty: 4813.546875
	Iteration 31Q: 3 clusters Score -2885150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2885154.000000 Penalty: 4813.546875
	Iteration 32Q: 3 clusters Score -2885154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2885151.000000 Penalty: 4813.546875
	Iteration 33Q: 3 clusters Score -2885151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2885159.750000 Penalty: 4813.546875
	Iteration 34Q: 3 clusters Score -2885160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2885167.500000 Penalty: 4813.546875
	Iteration 35Q: 3 clusters Score -2885168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2885175.500000 Penalty: 4813.546875
	Iteration 36Q: 3 clusters Score -2885176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2885181.000000 Penalty: 4813.546875
	Iteration 37Q: 3 clusters Score -2885181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2885175.500000 Penalty: 4813.546875
	Iteration 38Q: 3 clusters Score -2885176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2885185.750000 Penalty: 4813.546875
	Iteration 39Q: 3 clusters Score -2885186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2885197.000000 Penalty: 4813.546875
	Iteration 40F: 3 clusters Score -2885197 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2885207.000000 Penalty: 4813.546875
	Iteration 41Q: 3 clusters Score -2885207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2885216.000000 Penalty: 4813.546875
	Iteration 42Q: 3 clusters Score -2885216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2885240.000000 Penalty: 4813.546875
	Iteration 43Q: 3 clusters Score -2885240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2885250.000000 Penalty: 4813.546875
	Iteration 44Q: 3 clusters Score -2885250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2885258.750000 Penalty: 4813.546875
	Iteration 45Q: 3 clusters Score -2885259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2885284.750000 Penalty: 4813.546875
	Iteration 46Q: 3 clusters Score -2885285 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2885302.500000 Penalty: 4813.546875
	Iteration 47Q: 3 clusters Score -2885302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2885338.750000 Penalty: 4813.546875
	Iteration 48Q: 3 clusters Score -2885339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2885373.250000 Penalty: 4813.546875
	Iteration 49Q: 3 clusters Score -2885373 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2885425.750000 Penalty: 4813.546875
	Iteration 50Q: 3 clusters Score -2885426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2885482.250000 Penalty: 4813.546875
	Iteration 51Q: 3 clusters Score -2885482 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2885549.250000 Penalty: 4813.546875
	Iteration 52Q: 3 clusters Score -2885549 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2885634.750000 Penalty: 4813.546875
	Iteration 53Q: 3 clusters Score -2885635 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2885723.500000 Penalty: 4813.546875
	Iteration 54Q: 3 clusters Score -2885724 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2885814.750000 Penalty: 4813.546875
	Iteration 55Q: 3 clusters Score -2885815 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2885913.250000 Penalty: 4813.546875
	Iteration 56Q: 3 clusters Score -2885913 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2886007.750000 Penalty: 4813.546875
	Iteration 57Q: 3 clusters Score -2886008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2886084.250000 Penalty: 4813.546875
	Iteration 58Q: 3 clusters Score -2886084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2886159.000000 Penalty: 4813.546875
	Iteration 59Q: 3 clusters Score -2886159 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2886218.750000 Penalty: 4813.546875
	Iteration 60F: 3 clusters Score -2886219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2886252.750000 Penalty: 4813.546875
	Iteration 61Q: 3 clusters Score -2886253 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2886275.250000 Penalty: 4813.546875
	Iteration 62Q: 3 clusters Score -2886275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2886297.750000 Penalty: 4813.546875
	Iteration 63Q: 3 clusters Score -2886298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2886306.000000 Penalty: 4813.546875
	Iteration 64Q: 3 clusters Score -2886306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2886319.500000 Penalty: 4813.546875
	Iteration 65Q: 3 clusters Score -2886320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2886337.000000 Penalty: 4813.546875
	Iteration 66Q: 3 clusters Score -2886337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2886346.250000 Penalty: 4813.546875
	Iteration 67Q: 3 clusters Score -2886346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2886352.750000 Penalty: 4813.546875
	Iteration 68Q: 3 clusters Score -2886353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2886367.750000 Penalty: 4813.546875
	Iteration 69Q: 3 clusters Score -2886368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2886371.500000 Penalty: 4813.546875
	Iteration 70Q: 3 clusters Score -2886372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2886377.750000 Penalty: 4813.546875
	Iteration 71Q: 3 clusters Score -2886378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2886377.250000 Penalty: 4813.546875
	Iteration 72Q: 3 clusters Score -2886377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2886375.500000 Penalty: 4813.546875
	Iteration 73Q: 3 clusters Score -2886376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2886372.000000 Penalty: 4813.546875
	Iteration 74Q: 3 clusters Score -2886372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2886374.000000 Penalty: 4813.546875
	Iteration 75Q: 3 clusters Score -2886374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2886375.500000 Penalty: 4813.546875
	Iteration 76Q: 3 clusters Score -2886376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2886375.500000 Penalty: 4813.546875
	Iteration 77Q: 3 clusters Score -2886376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2886383.000000 Penalty: 4813.546875
	Iteration 78Q: 3 clusters Score -2886383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2886384.750000 Penalty: 4813.546875
	Iteration 79Q: 3 clusters Score -2886385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2886384.750000 Penalty: 4813.546875
	Iteration 80F: 3 clusters Score -2886385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Entering Unmasked Estep 
Score: -1115213.875000 Penalty: 2175.952881
	Iteration 0F: 2 clusters Score -1115214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1109761.625000 Penalty: 4351.905762
	Iteration 0F: 3 clusters Score -1109762 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1111474.250000 Penalty: 4351.905762
	Iteration 1F: 3 clusters Score -1111474 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1112167.625000 Penalty: 4351.905762
	Iteration 2F: 3 clusters Score -1112168 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1112812.125000 Penalty: 4351.905762
	Iteration 3F: 3 clusters Score -1112812 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1113461.125000 Penalty: 4351.905762
	Iteration 4F: 3 clusters Score -1113461 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1113983.250000 Penalty: 4351.905762
	Iteration 5F: 3 clusters Score -1113983 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1114394.125000 Penalty: 4351.905762
	Iteration 6F: 3 clusters Score -1114394 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1114693.875000 Penalty: 4351.905762
	Iteration 7Q: 3 clusters Score -1114694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1114876.250000 Penalty: 4351.905762
	Iteration 8Q: 3 clusters Score -1114876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1114985.375000 Penalty: 4351.905762
	Iteration 9Q: 3 clusters Score -1114985 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1115062.000000 Penalty: 4351.905762
	Iteration 10Q: 3 clusters Score -1115062 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1115115.250000 Penalty: 4351.905762
	Iteration 11Q: 3 clusters Score -1115115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1115152.500000 Penalty: 4351.905762
	Iteration 12Q: 3 clusters Score -1115152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1115176.250000 Penalty: 4351.905762
	Iteration 13Q: 3 clusters Score -1115176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1115195.375000 Penalty: 4351.905762
	Iteration 14Q: 3 clusters Score -1115195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1115210.875000 Penalty: 4351.905762
	Iteration 15Q: 3 clusters Score -1115211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1115229.125000 Penalty: 4351.905762
	Iteration 16Q: 3 clusters Score -1115229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1115256.375000 Penalty: 4351.905762
	Iteration 17Q: 3 clusters Score -1115256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1115285.125000 Penalty: 4351.905762
	Iteration 18Q: 3 clusters Score -1115285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1115312.750000 Penalty: 4351.905762
	Iteration 19Q: 3 clusters Score -1115313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1115332.875000 Penalty: 4351.905762
	Iteration 20F: 3 clusters Score -1115333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1115341.500000 Penalty: 4351.905762
	Iteration 21Q: 3 clusters Score -1115342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1115353.125000 Penalty: 4351.905762
	Iteration 22Q: 3 clusters Score -1115353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1115364.625000 Penalty: 4351.905762
	Iteration 23Q: 3 clusters Score -1115365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1115371.875000 Penalty: 4351.905762
	Iteration 24Q: 3 clusters Score -1115372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1115378.625000 Penalty: 4351.905762
	Iteration 25Q: 3 clusters Score -1115379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1115392.750000 Penalty: 4351.905762
	Iteration 26Q: 3 clusters Score -1115393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1115407.625000 Penalty: 4351.905762
	Iteration 27Q: 3 clusters Score -1115408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1115414.375000 Penalty: 4351.905762
	Iteration 28Q: 3 clusters Score -1115414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1115418.500000 Penalty: 4351.905762
	Iteration 29Q: 3 clusters Score -1115418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1115422.500000 Penalty: 4351.905762
	Iteration 30Q: 3 clusters Score -1115422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1115423.750000 Penalty: 4351.905762
	Iteration 31Q: 3 clusters Score -1115424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1115427.000000 Penalty: 4351.905762
	Iteration 32Q: 3 clusters Score -1115427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1115427.375000 Penalty: 4351.905762
	Iteration 33Q: 3 clusters Score -1115427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1115430.125000 Penalty: 4351.905762
	Iteration 34Q: 3 clusters Score -1115430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1115431.250000 Penalty: 4351.905762
	Iteration 35Q: 3 clusters Score -1115431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1115431.625000 Penalty: 4351.905762
	Iteration 36Q: 3 clusters Score -1115432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1115431.500000 Penalty: 4351.905762
	Iteration 37Q: 3 clusters Score -1115432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1115433.750000 Penalty: 4351.905762
	Iteration 38Q: 3 clusters Score -1115434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1115433.750000 Penalty: 4351.905762
	Iteration 39Q: 3 clusters Score -1115434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1115433.750000 Penalty: 4351.905762
	Iteration 40F: 3 clusters Score -1115434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 48926 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 45145 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44604 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38711 members 
Mstep: Class 26 contains 8636 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41596 members 
Mstep: Class 29 contains 41832 members 
Mstep: Class 30 contains 17019 members 
Mstep: Class 31 contains 6071 members 
Mstep: Class 32 contains 42236 members 
Mstep: Class 33 contains 45722 members 
Mstep: Class 34 contains 43207 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8334 members 
Mstep: Class 37 contains 38244 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43131 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43329 members 
Mstep: Class 44 contains 47250 members 
Mstep: Class 45 contains 1202 members 
Entering Unmasked Estep 
Score: -196428272.000000 Penalty: 155465.468750
Splitting cluster 7 changes total score from -196429216.000000 to -196428272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (40200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Entering Unmasked Estep 
Score: -7183000.000000 Penalty: 2629.202393
	Iteration 0F: 2 clusters Score -7183000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -7155926.000000 Penalty: 5258.404785
	Iteration 0F: 3 clusters Score -7155926 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -7166289.000000 Penalty: 5258.404785
	Iteration 1F: 3 clusters Score -7166289 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -7166791.500000 Penalty: 5258.404785
	Iteration 2Q: 3 clusters Score -7166792 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -7167318.500000 Penalty: 5258.404785
	Iteration 3Q: 3 clusters Score -7167318 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -7167781.000000 Penalty: 5258.404785
	Iteration 4Q: 3 clusters Score -7167781 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -7168322.500000 Penalty: 5258.404785
	Iteration 5Q: 3 clusters Score -7168322 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -7168934.000000 Penalty: 5258.404785
	Iteration 6Q: 3 clusters Score -7168934 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -7169559.500000 Penalty: 5258.404785
	Iteration 7Q: 3 clusters Score -7169560 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -7170312.000000 Penalty: 5258.404785
	Iteration 8Q: 3 clusters Score -7170312 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -7171110.000000 Penalty: 5258.404785
	Iteration 9Q: 3 clusters Score -7171110 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -7172052.500000 Penalty: 5258.404785
	Iteration 10Q: 3 clusters Score -7172052 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -7172910.500000 Penalty: 5258.404785
	Iteration 11Q: 3 clusters Score -7172910 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -7173869.500000 Penalty: 5258.404785
	Iteration 12Q: 3 clusters Score -7173870 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -7174714.000000 Penalty: 5258.404785
	Iteration 13Q: 3 clusters Score -7174714 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -7175523.000000 Penalty: 5258.404785
	Iteration 14Q: 3 clusters Score -7175523 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -7176222.500000 Penalty: 5258.404785
	Iteration 15Q: 3 clusters Score -7176222 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -7176752.500000 Penalty: 5258.404785
	Iteration 16Q: 3 clusters Score -7176752 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -7177153.000000 Penalty: 5258.404785
	Iteration 17Q: 3 clusters Score -7177153 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -7177418.500000 Penalty: 5258.404785
	Iteration 18Q: 3 clusters Score -7177418 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -7177669.000000 Penalty: 5258.404785
	Iteration 19Q: 3 clusters Score -7177669 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -7177919.000000 Penalty: 5258.404785
	Iteration 20F: 3 clusters Score -7177919 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -7178119.000000 Penalty: 5258.404785
	Iteration 21Q: 3 clusters Score -7178119 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7178315.000000 Penalty: 5258.404785
	Iteration 22Q: 3 clusters Score -7178315 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -7178541.500000 Penalty: 5258.404785
	Iteration 23Q: 3 clusters Score -7178542 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -7178802.500000 Penalty: 5258.404785
	Iteration 24Q: 3 clusters Score -7178802 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -7179012.000000 Penalty: 5258.404785
	Iteration 25Q: 3 clusters Score -7179012 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7179182.000000 Penalty: 5258.404785
	Iteration 26Q: 3 clusters Score -7179182 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -7179348.000000 Penalty: 5258.404785
	Iteration 27Q: 3 clusters Score -7179348 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7179536.000000 Penalty: 5258.404785
	Iteration 28Q: 3 clusters Score -7179536 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7179706.500000 Penalty: 5258.404785
	Iteration 29Q: 3 clusters Score -7179706 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7179810.000000 Penalty: 5258.404785
	Iteration 30Q: 3 clusters Score -7179810 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7179929.000000 Penalty: 5258.404785
	Iteration 31Q: 3 clusters Score -7179929 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7180028.000000 Penalty: 5258.404785
	Iteration 32Q: 3 clusters Score -7180028 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7180124.500000 Penalty: 5258.404785
	Iteration 33Q: 3 clusters Score -7180124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7180227.000000 Penalty: 5258.404785
	Iteration 34Q: 3 clusters Score -7180227 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7180323.000000 Penalty: 5258.404785
	Iteration 35Q: 3 clusters Score -7180323 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7180394.000000 Penalty: 5258.404785
	Iteration 36Q: 3 clusters Score -7180394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7180440.000000 Penalty: 5258.404785
	Iteration 37Q: 3 clusters Score -7180440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7180462.000000 Penalty: 5258.404785
	Iteration 38Q: 3 clusters Score -7180462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7180502.500000 Penalty: 5258.404785
	Iteration 39Q: 3 clusters Score -7180502 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7180529.500000 Penalty: 5258.404785
	Iteration 40F: 3 clusters Score -7180530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7180538.000000 Penalty: 5258.404785
	Iteration 41Q: 3 clusters Score -7180538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7180561.500000 Penalty: 5258.404785
	Iteration 42Q: 3 clusters Score -7180562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7180588.000000 Penalty: 5258.404785
	Iteration 43Q: 3 clusters Score -7180588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7180592.500000 Penalty: 5258.404785
	Iteration 44Q: 3 clusters Score -7180592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7180598.500000 Penalty: 5258.404785
	Iteration 45Q: 3 clusters Score -7180598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7180632.000000 Penalty: 5258.404785
	Iteration 46Q: 3 clusters Score -7180632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7180635.500000 Penalty: 5258.404785
	Iteration 47Q: 3 clusters Score -7180636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7180645.500000 Penalty: 5258.404785
	Iteration 48Q: 3 clusters Score -7180646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7180666.500000 Penalty: 5258.404785
	Iteration 49Q: 3 clusters Score -7180666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7180687.500000 Penalty: 5258.404785
	Iteration 50Q: 3 clusters Score -7180688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7180686.500000 Penalty: 5258.404785
	Iteration 51Q: 3 clusters Score -7180686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7180699.000000 Penalty: 5258.404785
	Iteration 52Q: 3 clusters Score -7180699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7180710.500000 Penalty: 5258.404785
	Iteration 53Q: 3 clusters Score -7180710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7180714.000000 Penalty: 5258.404785
	Iteration 54Q: 3 clusters Score -7180714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7180716.000000 Penalty: 5258.404785
	Iteration 55Q: 3 clusters Score -7180716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7180730.500000 Penalty: 5258.404785
	Iteration 56Q: 3 clusters Score -7180730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7180745.000000 Penalty: 5258.404785
	Iteration 57Q: 3 clusters Score -7180745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7180753.000000 Penalty: 5258.404785
	Iteration 58Q: 3 clusters Score -7180753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7180749.000000 Penalty: 5258.404785
	Iteration 59Q: 3 clusters Score -7180749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7180758.500000 Penalty: 5258.404785
	Iteration 60F: 3 clusters Score -7180758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7180757.000000 Penalty: 5258.404785
	Iteration 61Q: 3 clusters Score -7180757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7180763.000000 Penalty: 5258.404785
	Iteration 62Q: 3 clusters Score -7180763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7180766.500000 Penalty: 5258.404785
	Iteration 63Q: 3 clusters Score -7180766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7180767.500000 Penalty: 5258.404785
	Iteration 64Q: 3 clusters Score -7180768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7180774.000000 Penalty: 5258.404785
	Iteration 65Q: 3 clusters Score -7180774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7180788.000000 Penalty: 5258.404785
	Iteration 66Q: 3 clusters Score -7180788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7180792.500000 Penalty: 5258.404785
	Iteration 67Q: 3 clusters Score -7180792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7180797.500000 Penalty: 5258.404785
	Iteration 68Q: 3 clusters Score -7180798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7180818.000000 Penalty: 5258.404785
	Iteration 69Q: 3 clusters Score -7180818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7180823.500000 Penalty: 5258.404785
	Iteration 70Q: 3 clusters Score -7180824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7180813.000000 Penalty: 5258.404785
	Iteration 71Q: 3 clusters Score -7180813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7180808.500000 Penalty: 5258.404785
	Iteration 72Q: 3 clusters Score -7180808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7180816.000000 Penalty: 5258.404785
	Iteration 73Q: 3 clusters Score -7180816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7180817.000000 Penalty: 5258.404785
	Iteration 74Q: 3 clusters Score -7180817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7180822.000000 Penalty: 5258.404785
	Iteration 75Q: 3 clusters Score -7180822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7180823.500000 Penalty: 5258.404785
	Iteration 76Q: 3 clusters Score -7180824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7180821.500000 Penalty: 5258.404785
	Iteration 77Q: 3 clusters Score -7180822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7180828.000000 Penalty: 5258.404785
	Iteration 78Q: 3 clusters Score -7180828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7180826.500000 Penalty: 5258.404785
	Iteration 79Q: 3 clusters Score -7180826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7180822.500000 Penalty: 5258.404785
	Iteration 80F: 3 clusters Score -7180822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Entering Unmasked Estep 
Score: -8637443.000000 Penalty: 2677.919922
	Iteration 0F: 2 clusters Score -8637443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -8605879.000000 Penalty: 5355.839844
	Iteration 0F: 3 clusters Score -8605879 nChanged 22528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8618031.000000 Penalty: 5355.839844
	Iteration 1F: 3 clusters Score -8618031 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -8618516.000000 Penalty: 5355.839844
	Iteration 2Q: 3 clusters Score -8618516 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -8618930.000000 Penalty: 5355.839844
	Iteration 3Q: 3 clusters Score -8618930 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -8619234.000000 Penalty: 5355.839844
	Iteration 4Q: 3 clusters Score -8619234 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -8619506.000000 Penalty: 5355.839844
	Iteration 5Q: 3 clusters Score -8619506 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -8619775.000000 Penalty: 5355.839844
	Iteration 6Q: 3 clusters Score -8619775 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8620119.000000 Penalty: 5355.839844
	Iteration 7Q: 3 clusters Score -8620119 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -8620597.000000 Penalty: 5355.839844
	Iteration 8Q: 3 clusters Score -8620597 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -8621309.000000 Penalty: 5355.839844
	Iteration 9Q: 3 clusters Score -8621309 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -8622356.000000 Penalty: 5355.839844
	Iteration 10Q: 3 clusters Score -8622356 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -8623901.000000 Penalty: 5355.839844
	Iteration 11Q: 3 clusters Score -8623901 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -8625740.000000 Penalty: 5355.839844
	Iteration 12F: 3 clusters Score -8625740 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8627804.000000 Penalty: 5355.839844
	Iteration 13F: 3 clusters Score -8627804 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -8629999.000000 Penalty: 5355.839844
	Iteration 14F: 3 clusters Score -8629999 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8631784.000000 Penalty: 5355.839844
	Iteration 15F: 3 clusters Score -8631784 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8633185.000000 Penalty: 5355.839844
	Iteration 16Q: 3 clusters Score -8633185 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8634062.000000 Penalty: 5355.839844
	Iteration 17Q: 3 clusters Score -8634062 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -8634564.000000 Penalty: 5355.839844
	Iteration 18Q: 3 clusters Score -8634564 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -8634803.000000 Penalty: 5355.839844
	Iteration 19Q: 3 clusters Score -8634803 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -8634928.000000 Penalty: 5355.839844
	Iteration 20F: 3 clusters Score -8634928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -8634994.000000 Penalty: 5355.839844
	Iteration 21Q: 3 clusters Score -8634994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -8635063.000000 Penalty: 5355.839844
	Iteration 22Q: 3 clusters Score -8635063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -8635113.000000 Penalty: 5355.839844
	Iteration 23Q: 3 clusters Score -8635113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -8635140.000000 Penalty: 5355.839844
	Iteration 24Q: 3 clusters Score -8635140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -8635157.000000 Penalty: 5355.839844
	Iteration 25Q: 3 clusters Score -8635157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -8635158.000000 Penalty: 5355.839844
	Iteration 26Q: 3 clusters Score -8635158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -8635171.000000 Penalty: 5355.839844
	Iteration 27Q: 3 clusters Score -8635171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -8635175.000000 Penalty: 5355.839844
	Iteration 28Q: 3 clusters Score -8635175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -8635181.000000 Penalty: 5355.839844
	Iteration 29Q: 3 clusters Score -8635181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -8635183.000000 Penalty: 5355.839844
	Iteration 30Q: 3 clusters Score -8635183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -8635191.000000 Penalty: 5355.839844
	Iteration 31Q: 3 clusters Score -8635191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -8635186.000000 Penalty: 5355.839844
	Iteration 32Q: 3 clusters Score -8635186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -8635190.000000 Penalty: 5355.839844
	Iteration 33Q: 3 clusters Score -8635190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -8635187.000000 Penalty: 5355.839844
	Iteration 34Q: 3 clusters Score -8635187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -8635186.000000 Penalty: 5355.839844
	Iteration 35Q: 3 clusters Score -8635186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -8635178.000000 Penalty: 5355.839844
	Iteration 36Q: 3 clusters Score -8635178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -8635180.000000 Penalty: 5355.839844
	Iteration 37Q: 3 clusters Score -8635180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -8635180.000000 Penalty: 5355.839844
	Iteration 38F: 3 clusters Score -8635180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Entering Unmasked Estep 
Score: -9038371.000000 Penalty: 2685.487549
	Iteration 0F: 2 clusters Score -9038371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9007702.000000 Penalty: 5370.975098
	Iteration 0F: 3 clusters Score -9007702 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -9020688.000000 Penalty: 5370.975098
	Iteration 1F: 3 clusters Score -9020688 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -9021274.000000 Penalty: 5370.975098
	Iteration 2Q: 3 clusters Score -9021274 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -9021952.000000 Penalty: 5370.975098
	Iteration 3Q: 3 clusters Score -9021952 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -9022690.000000 Penalty: 5370.975098
	Iteration 4Q: 3 clusters Score -9022690 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9023680.000000 Penalty: 5370.975098
	Iteration 5Q: 3 clusters Score -9023680 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -9025126.000000 Penalty: 5370.975098
	Iteration 6F: 3 clusters Score -9025126 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -9027120.000000 Penalty: 5370.975098
	Iteration 7F: 3 clusters Score -9027120 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -9029511.000000 Penalty: 5370.975098
	Iteration 8F: 3 clusters Score -9029511 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -9031975.000000 Penalty: 5370.975098
	Iteration 9F: 3 clusters Score -9031975 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -9033824.000000 Penalty: 5370.975098
	Iteration 10F: 3 clusters Score -9033824 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -9034863.000000 Penalty: 5370.975098
	Iteration 11Q: 3 clusters Score -9034863 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -9035380.000000 Penalty: 5370.975098
	Iteration 12Q: 3 clusters Score -9035380 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -9035643.000000 Penalty: 5370.975098
	Iteration 13Q: 3 clusters Score -9035643 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -9035861.000000 Penalty: 5370.975098
	Iteration 14Q: 3 clusters Score -9035861 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9035958.000000 Penalty: 5370.975098
	Iteration 15Q: 3 clusters Score -9035958 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9036027.000000 Penalty: 5370.975098
	Iteration 16Q: 3 clusters Score -9036027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -9036079.000000 Penalty: 5370.975098
	Iteration 17Q: 3 clusters Score -9036079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -9036127.000000 Penalty: 5370.975098
	Iteration 18Q: 3 clusters Score -9036127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9036151.000000 Penalty: 5370.975098
	Iteration 19Q: 3 clusters Score -9036151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -9036189.000000 Penalty: 5370.975098
	Iteration 20F: 3 clusters Score -9036189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -9036210.000000 Penalty: 5370.975098
	Iteration 21Q: 3 clusters Score -9036210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -9036210.000000 Penalty: 5370.975098
	Iteration 22Q: 3 clusters Score -9036210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -9036224.000000 Penalty: 5370.975098
	Iteration 23Q: 3 clusters Score -9036224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -9036218.000000 Penalty: 5370.975098
	Iteration 24Q: 3 clusters Score -9036218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -9036227.000000 Penalty: 5370.975098
	Iteration 25Q: 3 clusters Score -9036227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -9036229.000000 Penalty: 5370.975098
	Iteration 26Q: 3 clusters Score -9036229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -9036229.000000 Penalty: 5370.975098
	Iteration 27F: 3 clusters Score -9036229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Entering Unmasked Estep 
Score: -1068921.625000 Penalty: 2153.521484
	Iteration 0F: 2 clusters Score -1068922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1063825.750000 Penalty: 4307.042969
	Iteration 0F: 3 clusters Score -1063826 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1065055.875000 Penalty: 4307.042969
	Iteration 1F: 3 clusters Score -1065056 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1065251.500000 Penalty: 4307.042969
	Iteration 2F: 3 clusters Score -1065252 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1065374.000000 Penalty: 4307.042969
	Iteration 3Q: 3 clusters Score -1065374 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1065452.875000 Penalty: 4307.042969
	Iteration 4Q: 3 clusters Score -1065453 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1065503.500000 Penalty: 4307.042969
	Iteration 5Q: 3 clusters Score -1065504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1065559.125000 Penalty: 4307.042969
	Iteration 6Q: 3 clusters Score -1065559 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1065601.125000 Penalty: 4307.042969
	Iteration 7Q: 3 clusters Score -1065601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1065632.750000 Penalty: 4307.042969
	Iteration 8Q: 3 clusters Score -1065633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1065655.375000 Penalty: 4307.042969
	Iteration 9Q: 3 clusters Score -1065655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1065677.625000 Penalty: 4307.042969
	Iteration 10Q: 3 clusters Score -1065678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1065702.250000 Penalty: 4307.042969
	Iteration 11Q: 3 clusters Score -1065702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1065722.750000 Penalty: 4307.042969
	Iteration 12Q: 3 clusters Score -1065723 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1065751.250000 Penalty: 4307.042969
	Iteration 13Q: 3 clusters Score -1065751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1065786.125000 Penalty: 4307.042969
	Iteration 14Q: 3 clusters Score -1065786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1065821.750000 Penalty: 4307.042969
	Iteration 15Q: 3 clusters Score -1065822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1065863.875000 Penalty: 4307.042969
	Iteration 16Q: 3 clusters Score -1065864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1065911.125000 Penalty: 4307.042969
	Iteration 17Q: 3 clusters Score -1065911 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1065959.250000 Penalty: 4307.042969
	Iteration 18Q: 3 clusters Score -1065959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1066005.125000 Penalty: 4307.042969
	Iteration 19Q: 3 clusters Score -1066005 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1066056.125000 Penalty: 4307.042969
	Iteration 20F: 3 clusters Score -1066056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1066109.000000 Penalty: 4307.042969
	Iteration 21Q: 3 clusters Score -1066109 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1066182.875000 Penalty: 4307.042969
	Iteration 22Q: 3 clusters Score -1066183 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1066270.500000 Penalty: 4307.042969
	Iteration 23Q: 3 clusters Score -1066270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1066363.375000 Penalty: 4307.042969
	Iteration 24Q: 3 clusters Score -1066363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1066455.625000 Penalty: 4307.042969
	Iteration 25Q: 3 clusters Score -1066456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1066550.375000 Penalty: 4307.042969
	Iteration 26Q: 3 clusters Score -1066550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1066629.375000 Penalty: 4307.042969
	Iteration 27Q: 3 clusters Score -1066629 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1066689.000000 Penalty: 4307.042969
	Iteration 28Q: 3 clusters Score -1066689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1066734.625000 Penalty: 4307.042969
	Iteration 29Q: 3 clusters Score -1066735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1066776.500000 Penalty: 4307.042969
	Iteration 30Q: 3 clusters Score -1066776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1066822.125000 Penalty: 4307.042969
	Iteration 31Q: 3 clusters Score -1066822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1066858.750000 Penalty: 4307.042969
	Iteration 32Q: 3 clusters Score -1066859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1066893.375000 Penalty: 4307.042969
	Iteration 33Q: 3 clusters Score -1066893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1066919.000000 Penalty: 4307.042969
	Iteration 34Q: 3 clusters Score -1066919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1066941.250000 Penalty: 4307.042969
	Iteration 35Q: 3 clusters Score -1066941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1066959.625000 Penalty: 4307.042969
	Iteration 36Q: 3 clusters Score -1066960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1066967.875000 Penalty: 4307.042969
	Iteration 37Q: 3 clusters Score -1066968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1066969.500000 Penalty: 4307.042969
	Iteration 38Q: 3 clusters Score -1066970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1066972.125000 Penalty: 4307.042969
	Iteration 39Q: 3 clusters Score -1066972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1066977.500000 Penalty: 4307.042969
	Iteration 40F: 3 clusters Score -1066978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1066976.750000 Penalty: 4307.042969
	Iteration 41Q: 3 clusters Score -1066977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1066978.000000 Penalty: 4307.042969
	Iteration 42Q: 3 clusters Score -1066978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1066978.125000 Penalty: 4307.042969
	Iteration 43Q: 3 clusters Score -1066978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1066978.875000 Penalty: 4307.042969
	Iteration 44Q: 3 clusters Score -1066979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1066979.125000 Penalty: 4307.042969
	Iteration 45Q: 3 clusters Score -1066979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1066980.375000 Penalty: 4307.042969
	Iteration 46Q: 3 clusters Score -1066980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1066980.500000 Penalty: 4307.042969
	Iteration 47Q: 3 clusters Score -1066980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1066980.500000 Penalty: 4307.042969
	Iteration 48F: 3 clusters Score -1066980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Entering Unmasked Estep 
Score: -8584099.000000 Penalty: 2672.850342
	Iteration 0F: 2 clusters Score -8584099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -8553039.000000 Penalty: 5345.700684
	Iteration 0F: 3 clusters Score -8553039 nChanged 22175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -8565595.000000 Penalty: 5345.700684
	Iteration 1F: 3 clusters Score -8565595 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -8566468.000000 Penalty: 5345.700684
	Iteration 2Q: 3 clusters Score -8566468 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -8567539.000000 Penalty: 5345.700684
	Iteration 3F: 3 clusters Score -8567539 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -8568851.000000 Penalty: 5345.700684
	Iteration 4F: 3 clusters Score -8568851 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -8570831.000000 Penalty: 5345.700684
	Iteration 5F: 3 clusters Score -8570831 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -8573174.000000 Penalty: 5345.700684
	Iteration 6F: 3 clusters Score -8573174 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -8575934.000000 Penalty: 5345.700684
	Iteration 7F: 3 clusters Score -8575934 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8578425.000000 Penalty: 5345.700684
	Iteration 8F: 3 clusters Score -8578425 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8580110.000000 Penalty: 5345.700684
	Iteration 9Q: 3 clusters Score -8580110 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8581113.000000 Penalty: 5345.700684
	Iteration 10Q: 3 clusters Score -8581113 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8581565.000000 Penalty: 5345.700684
	Iteration 11Q: 3 clusters Score -8581565 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -8581830.000000 Penalty: 5345.700684
	Iteration 12Q: 3 clusters Score -8581830 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8582011.000000 Penalty: 5345.700684
	Iteration 13Q: 3 clusters Score -8582011 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -8582114.000000 Penalty: 5345.700684
	Iteration 14Q: 3 clusters Score -8582114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -8582147.000000 Penalty: 5345.700684
	Iteration 15Q: 3 clusters Score -8582147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -8582199.000000 Penalty: 5345.700684
	Iteration 16Q: 3 clusters Score -8582199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8582215.000000 Penalty: 5345.700684
	Iteration 17Q: 3 clusters Score -8582215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -8582234.000000 Penalty: 5345.700684
	Iteration 18Q: 3 clusters Score -8582234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -8582263.000000 Penalty: 5345.700684
	Iteration 19Q: 3 clusters Score -8582263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -8582275.000000 Penalty: 5345.700684
	Iteration 20F: 3 clusters Score -8582275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -8582273.000000 Penalty: 5345.700684
	Iteration 21Q: 3 clusters Score -8582273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -8582280.000000 Penalty: 5345.700684
	Iteration 22Q: 3 clusters Score -8582280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -8582298.000000 Penalty: 5345.700684
	Iteration 23Q: 3 clusters Score -8582298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -8582293.000000 Penalty: 5345.700684
	Iteration 24Q: 3 clusters Score -8582293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -8582291.000000 Penalty: 5345.700684
	Iteration 25Q: 3 clusters Score -8582291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8582299.000000 Penalty: 5345.700684
	Iteration 26Q: 3 clusters Score -8582299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -8582296.000000 Penalty: 5345.700684
	Iteration 27Q: 3 clusters Score -8582296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8582297.000000 Penalty: 5345.700684
	Iteration 28Q: 3 clusters Score -8582297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8582292.000000 Penalty: 5345.700684
	Iteration 29Q: 3 clusters Score -8582292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8582298.000000 Penalty: 5345.700684
	Iteration 30Q: 3 clusters Score -8582298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8582300.000000 Penalty: 5345.700684
	Iteration 31Q: 3 clusters Score -8582300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -8582295.000000 Penalty: 5345.700684
	Iteration 32Q: 3 clusters Score -8582295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -8582292.000000 Penalty: 5345.700684
	Iteration 33Q: 3 clusters Score -8582292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8582299.000000 Penalty: 5345.700684
	Iteration 34Q: 3 clusters Score -8582299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8582296.000000 Penalty: 5345.700684
	Iteration 35Q: 3 clusters Score -8582296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8582296.000000 Penalty: 5345.700684
	Iteration 36F: 3 clusters Score -8582296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Entering Unmasked Estep 
Score: -10028810.000000 Penalty: 2710.136230
	Iteration 0F: 2 clusters Score -1.002881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -9997955.000000 Penalty: 5420.272461
	Iteration 0F: 3 clusters Score -9997955 nChanged 25961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -10012753.000000 Penalty: 5420.272461
	Iteration 1F: 3 clusters Score -1.001275e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -10013297.000000 Penalty: 5420.272461
	Iteration 2Q: 3 clusters Score -1.00133e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -10013913.000000 Penalty: 5420.272461
	Iteration 3Q: 3 clusters Score -1.001391e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -10014708.000000 Penalty: 5420.272461
	Iteration 4Q: 3 clusters Score -1.001471e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -10015672.000000 Penalty: 5420.272461
	Iteration 5Q: 3 clusters Score -1.001567e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -10016932.000000 Penalty: 5420.272461
	Iteration 6Q: 3 clusters Score -1.001693e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -10018627.000000 Penalty: 5420.272461
	Iteration 7Q: 3 clusters Score -1.001863e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -10020877.000000 Penalty: 5420.272461
	Iteration 8F: 3 clusters Score -1.002088e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -10023358.000000 Penalty: 5420.272461
	Iteration 9F: 3 clusters Score -1.002336e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -10025367.000000 Penalty: 5420.272461
	Iteration 10F: 3 clusters Score -1.002537e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -10026541.000000 Penalty: 5420.272461
	Iteration 11Q: 3 clusters Score -1.002654e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -10027184.000000 Penalty: 5420.272461
	Iteration 12Q: 3 clusters Score -1.002718e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -10027712.000000 Penalty: 5420.272461
	Iteration 13Q: 3 clusters Score -1.002771e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -10028121.000000 Penalty: 5420.272461
	Iteration 14Q: 3 clusters Score -1.002812e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -10028616.000000 Penalty: 5420.272461
	Iteration 15Q: 3 clusters Score -1.002862e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -10029151.000000 Penalty: 5420.272461
	Iteration 16Q: 3 clusters Score -1.002915e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -10029653.000000 Penalty: 5420.272461
	Iteration 17Q: 3 clusters Score -1.002965e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -10030120.000000 Penalty: 5420.272461
	Iteration 18Q: 3 clusters Score -1.003012e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -10030542.000000 Penalty: 5420.272461
	Iteration 19Q: 3 clusters Score -1.003054e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -10030826.000000 Penalty: 5420.272461
	Iteration 20F: 3 clusters Score -1.003083e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -10031082.000000 Penalty: 5420.272461
	Iteration 21Q: 3 clusters Score -1.003108e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -10031183.000000 Penalty: 5420.272461
	Iteration 22Q: 3 clusters Score -1.003118e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -10031296.000000 Penalty: 5420.272461
	Iteration 23Q: 3 clusters Score -1.00313e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -10031343.000000 Penalty: 5420.272461
	Iteration 24Q: 3 clusters Score -1.003134e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -10031370.000000 Penalty: 5420.272461
	Iteration 25Q: 3 clusters Score -1.003137e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -10031362.000000 Penalty: 5420.272461
	Iteration 26Q: 3 clusters Score -1.003136e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -10031398.000000 Penalty: 5420.272461
	Iteration 27Q: 3 clusters Score -1.00314e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -10031389.000000 Penalty: 5420.272461
	Iteration 28Q: 3 clusters Score -1.003139e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -10031455.000000 Penalty: 5420.272461
	Iteration 29Q: 3 clusters Score -1.003146e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -10031457.000000 Penalty: 5420.272461
	Iteration 30Q: 3 clusters Score -1.003146e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -10031448.000000 Penalty: 5420.272461
	Iteration 31Q: 3 clusters Score -1.003145e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -10031467.000000 Penalty: 5420.272461
	Iteration 32Q: 3 clusters Score -1.003147e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -10031469.000000 Penalty: 5420.272461
	Iteration 33Q: 3 clusters Score -1.003147e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -10031469.000000 Penalty: 5420.272461
	Iteration 34Q: 3 clusters Score -1.003147e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -10031448.000000 Penalty: 5420.272461
	Iteration 35Q: 3 clusters Score -1.003145e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -10031453.000000 Penalty: 5420.272461
	Iteration 36Q: 3 clusters Score -1.003145e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -10031454.000000 Penalty: 5420.272461
	Iteration 37Q: 3 clusters Score -1.003145e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -10031461.000000 Penalty: 5420.272461
	Iteration 38Q: 3 clusters Score -1.003146e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -10031460.000000 Penalty: 5420.272461
	Iteration 39Q: 3 clusters Score -1.003146e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -10031456.000000 Penalty: 5420.272461
	Iteration 40F: 3 clusters Score -1.003146e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -10031440.000000 Penalty: 5420.272461
	Iteration 41Q: 3 clusters Score -1.003144e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -10031451.000000 Penalty: 5420.272461
	Iteration 42Q: 3 clusters Score -1.003145e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -10031456.000000 Penalty: 5420.272461
	Iteration 43Q: 3 clusters Score -1.003146e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -10031441.000000 Penalty: 5420.272461
	Iteration 44Q: 3 clusters Score -1.003144e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -10031450.000000 Penalty: 5420.272461
	Iteration 45Q: 3 clusters Score -1.003145e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -10031458.000000 Penalty: 5420.272461
	Iteration 46Q: 3 clusters Score -1.003146e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -10031467.000000 Penalty: 5420.272461
	Iteration 47Q: 3 clusters Score -1.003147e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -10031464.000000 Penalty: 5420.272461
	Iteration 48Q: 3 clusters Score -1.003146e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -10031448.000000 Penalty: 5420.272461
	Iteration 49Q: 3 clusters Score -1.003145e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -10031456.000000 Penalty: 5420.272461
	Iteration 50Q: 3 clusters Score -1.003146e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -10031468.000000 Penalty: 5420.272461
	Iteration 51Q: 3 clusters Score -1.003147e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -10031464.000000 Penalty: 5420.272461
	Iteration 52Q: 3 clusters Score -1.003146e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -10031441.000000 Penalty: 5420.272461
	Iteration 53Q: 3 clusters Score -1.003144e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -10031440.000000 Penalty: 5420.272461
	Iteration 54Q: 3 clusters Score -1.003144e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -10031439.000000 Penalty: 5420.272461
	Iteration 55Q: 3 clusters Score -1.003144e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -10031454.000000 Penalty: 5420.272461
	Iteration 56Q: 3 clusters Score -1.003145e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -10031440.000000 Penalty: 5420.272461
	Iteration 57Q: 3 clusters Score -1.003144e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -10031440.000000 Penalty: 5420.272461
	Iteration 58Q: 3 clusters Score -1.003144e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -10031430.000000 Penalty: 5420.272461
	Iteration 59Q: 3 clusters Score -1.003143e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -10031421.000000 Penalty: 5420.272461
	Iteration 60F: 3 clusters Score -1.003142e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -10031421.000000 Penalty: 5420.272461
	Iteration 61Q: 3 clusters Score -1.003142e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -10031435.000000 Penalty: 5420.272461
	Iteration 62Q: 3 clusters Score -1.003144e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -10031417.000000 Penalty: 5420.272461
	Iteration 63Q: 3 clusters Score -1.003142e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -10031430.000000 Penalty: 5420.272461
	Iteration 64Q: 3 clusters Score -1.003143e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -10031432.000000 Penalty: 5420.272461
	Iteration 65Q: 3 clusters Score -1.003143e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -10031426.000000 Penalty: 5420.272461
	Iteration 66Q: 3 clusters Score -1.003143e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -10031423.000000 Penalty: 5420.272461
	Iteration 67Q: 3 clusters Score -1.003142e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -10031441.000000 Penalty: 5420.272461
	Iteration 68Q: 3 clusters Score -1.003144e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -10031403.000000 Penalty: 5420.272461
	Iteration 69Q: 3 clusters Score -1.00314e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -10031377.000000 Penalty: 5420.272461
	Iteration 70Q: 3 clusters Score -1.003138e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -10031355.000000 Penalty: 5420.272461
	Iteration 71Q: 3 clusters Score -1.003136e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -10031349.000000 Penalty: 5420.272461
	Iteration 72Q: 3 clusters Score -1.003135e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -10031349.000000 Penalty: 5420.272461
	Iteration 73Q: 3 clusters Score -1.003135e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -10031340.000000 Penalty: 5420.272461
	Iteration 74Q: 3 clusters Score -1.003134e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -10031336.000000 Penalty: 5420.272461
	Iteration 75Q: 3 clusters Score -1.003134e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -10031342.000000 Penalty: 5420.272461
	Iteration 76Q: 3 clusters Score -1.003134e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -10031342.000000 Penalty: 5420.272461
	Iteration 77Q: 3 clusters Score -1.003134e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -10031312.000000 Penalty: 5420.272461
	Iteration 78Q: 3 clusters Score -1.003131e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -10031325.000000 Penalty: 5420.272461
	Iteration 79Q: 3 clusters Score -1.003132e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -10031344.000000 Penalty: 5420.272461
	Iteration 80F: 3 clusters Score -1.003134e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -10031330.000000 Penalty: 5420.272461
	Iteration 81Q: 3 clusters Score -1.003133e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -10031305.000000 Penalty: 5420.272461
	Iteration 82Q: 3 clusters Score -1.00313e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -10031259.000000 Penalty: 5420.272461
	Iteration 83Q: 3 clusters Score -1.003126e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -10031263.000000 Penalty: 5420.272461
	Iteration 84Q: 3 clusters Score -1.003126e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -10031224.000000 Penalty: 5420.272461
	Iteration 85Q: 3 clusters Score -1.003122e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -10031231.000000 Penalty: 5420.272461
	Iteration 86Q: 3 clusters Score -1.003123e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -10031221.000000 Penalty: 5420.272461
	Iteration 87Q: 3 clusters Score -1.003122e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -10031208.000000 Penalty: 5420.272461
	Iteration 88Q: 3 clusters Score -1.003121e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -10031206.000000 Penalty: 5420.272461
	Iteration 89Q: 3 clusters Score -1.003121e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -10031187.000000 Penalty: 5420.272461
	Iteration 90Q: 3 clusters Score -1.003119e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -10031176.000000 Penalty: 5420.272461
	Iteration 91Q: 3 clusters Score -1.003118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -10031158.000000 Penalty: 5420.272461
	Iteration 92Q: 3 clusters Score -1.003116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -10031158.000000 Penalty: 5420.272461
	Iteration 93Q: 3 clusters Score -1.003116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -10031163.000000 Penalty: 5420.272461
	Iteration 94Q: 3 clusters Score -1.003116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -10031156.000000 Penalty: 5420.272461
	Iteration 95Q: 3 clusters Score -1.003116e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -10031147.000000 Penalty: 5420.272461
	Iteration 96Q: 3 clusters Score -1.003115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -10031155.000000 Penalty: 5420.272461
	Iteration 97Q: 3 clusters Score -1.003116e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -10031146.000000 Penalty: 5420.272461
	Iteration 98Q: 3 clusters Score -1.003115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -10031142.000000 Penalty: 5420.272461
	Iteration 99Q: 3 clusters Score -1.003114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -10031120.000000 Penalty: 5420.272461
	Iteration 100F: 3 clusters Score -1.003112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -10031115.000000 Penalty: 5420.272461
	Iteration 101Q: 3 clusters Score -1.003112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -10031108.000000 Penalty: 5420.272461
	Iteration 102Q: 3 clusters Score -1.003111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -10031114.000000 Penalty: 5420.272461
	Iteration 103Q: 3 clusters Score -1.003111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -10031118.000000 Penalty: 5420.272461
	Iteration 104Q: 3 clusters Score -1.003112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -10031107.000000 Penalty: 5420.272461
	Iteration 105Q: 3 clusters Score -1.003111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -10031111.000000 Penalty: 5420.272461
	Iteration 106Q: 3 clusters Score -1.003111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -10031109.000000 Penalty: 5420.272461
	Iteration 107Q: 3 clusters Score -1.003111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -10031099.000000 Penalty: 5420.272461
	Iteration 108Q: 3 clusters Score -1.00311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -10031102.000000 Penalty: 5420.272461
	Iteration 109Q: 3 clusters Score -1.00311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -10031100.000000 Penalty: 5420.272461
	Iteration 110Q: 3 clusters Score -1.00311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -10031087.000000 Penalty: 5420.272461
	Iteration 111Q: 3 clusters Score -1.003109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -10031086.000000 Penalty: 5420.272461
	Iteration 112Q: 3 clusters Score -1.003109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -10031094.000000 Penalty: 5420.272461
	Iteration 113Q: 3 clusters Score -1.003109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -10031089.000000 Penalty: 5420.272461
	Iteration 114Q: 3 clusters Score -1.003109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -10031077.000000 Penalty: 5420.272461
	Iteration 115Q: 3 clusters Score -1.003108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -10031062.000000 Penalty: 5420.272461
	Iteration 116Q: 3 clusters Score -1.003106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -10031070.000000 Penalty: 5420.272461
	Iteration 117Q: 3 clusters Score -1.003107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -10031072.000000 Penalty: 5420.272461
	Iteration 118Q: 3 clusters Score -1.003107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -10031076.000000 Penalty: 5420.272461
	Iteration 119Q: 3 clusters Score -1.003108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -10031068.000000 Penalty: 5420.272461
	Iteration 120F: 3 clusters Score -1.003107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -10031063.000000 Penalty: 5420.272461
	Iteration 121Q: 3 clusters Score -1.003106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -10031070.000000 Penalty: 5420.272461
	Iteration 122Q: 3 clusters Score -1.003107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -10031064.000000 Penalty: 5420.272461
	Iteration 123Q: 3 clusters Score -1.003106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -10031062.000000 Penalty: 5420.272461
	Iteration 124Q: 3 clusters Score -1.003106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -10031064.000000 Penalty: 5420.272461
	Iteration 125Q: 3 clusters Score -1.003106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -10031065.000000 Penalty: 5420.272461
	Iteration 126Q: 3 clusters Score -1.003106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -10031066.000000 Penalty: 5420.272461
	Iteration 127Q: 3 clusters Score -1.003107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -10031074.000000 Penalty: 5420.272461
	Iteration 128Q: 3 clusters Score -1.003107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -10031080.000000 Penalty: 5420.272461
	Iteration 129Q: 3 clusters Score -1.003108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -10031075.000000 Penalty: 5420.272461
	Iteration 130Q: 3 clusters Score -1.003108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -10031075.000000 Penalty: 5420.272461
	Iteration 131Q: 3 clusters Score -1.003108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -10031069.000000 Penalty: 5420.272461
	Iteration 132Q: 3 clusters Score -1.003107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -10031071.000000 Penalty: 5420.272461
	Iteration 133Q: 3 clusters Score -1.003107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -10031077.000000 Penalty: 5420.272461
	Iteration 134Q: 3 clusters Score -1.003108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -10031085.000000 Penalty: 5420.272461
	Iteration 135Q: 3 clusters Score -1.003108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -10031079.000000 Penalty: 5420.272461
	Iteration 136Q: 3 clusters Score -1.003108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -10031067.000000 Penalty: 5420.272461
	Iteration 137Q: 3 clusters Score -1.003107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -10031057.000000 Penalty: 5420.272461
	Iteration 138Q: 3 clusters Score -1.003106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -10031065.000000 Penalty: 5420.272461
	Iteration 139Q: 3 clusters Score -1.003106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -10031064.000000 Penalty: 5420.272461
	Iteration 140F: 3 clusters Score -1.003106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -10031072.000000 Penalty: 5420.272461
	Iteration 141Q: 3 clusters Score -1.003107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -10031074.000000 Penalty: 5420.272461
	Iteration 142Q: 3 clusters Score -1.003107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -10031074.000000 Penalty: 5420.272461
	Iteration 143F: 3 clusters Score -1.003107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 48926 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 11802 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 45145 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44604 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38711 members 
Mstep: Class 26 contains 8636 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41596 members 
Mstep: Class 29 contains 41832 members 
Mstep: Class 30 contains 17019 members 
Mstep: Class 31 contains 6071 members 
Mstep: Class 32 contains 42236 members 
Mstep: Class 33 contains 45722 members 
Mstep: Class 34 contains 43207 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8334 members 
Mstep: Class 37 contains 38244 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43131 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43329 members 
Mstep: Class 44 contains 47250 members 
Mstep: Class 45 contains 43911 members 
Entering Unmasked Estep 
Score: -196429136.000000 Penalty: 155465.468750
Splitting cluster 13 changes total score from -196429216.000000 to -196429136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (40674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Entering Unmasked Estep 
Score: -7237977.000000 Penalty: 2632.109375
	Iteration 0F: 2 clusters Score -7237977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -7210568.000000 Penalty: 5264.218750
	Iteration 0F: 3 clusters Score -7210568 nChanged 18621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -7220700.000000 Penalty: 5264.218750
	Iteration 1F: 3 clusters Score -7220700 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -7221266.000000 Penalty: 5264.218750
	Iteration 2Q: 3 clusters Score -7221266 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -7221817.000000 Penalty: 5264.218750
	Iteration 3Q: 3 clusters Score -7221817 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -7222567.500000 Penalty: 5264.218750
	Iteration 4Q: 3 clusters Score -7222568 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -7223416.000000 Penalty: 5264.218750
	Iteration 5Q: 3 clusters Score -7223416 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -7224596.000000 Penalty: 5264.218750
	Iteration 6F: 3 clusters Score -7224596 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -7226162.500000 Penalty: 5264.218750
	Iteration 7F: 3 clusters Score -7226162 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -7228134.500000 Penalty: 5264.218750
	Iteration 8F: 3 clusters Score -7228134 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7230306.000000 Penalty: 5264.218750
	Iteration 9F: 3 clusters Score -7230306 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -7232130.500000 Penalty: 5264.218750
	Iteration 10F: 3 clusters Score -7232130 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -7233420.500000 Penalty: 5264.218750
	Iteration 11Q: 3 clusters Score -7233420 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -7234250.000000 Penalty: 5264.218750
	Iteration 12Q: 3 clusters Score -7234250 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -7234872.500000 Penalty: 5264.218750
	Iteration 13Q: 3 clusters Score -7234872 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -7235222.000000 Penalty: 5264.218750
	Iteration 14Q: 3 clusters Score -7235222 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -7235458.000000 Penalty: 5264.218750
	Iteration 15Q: 3 clusters Score -7235458 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -7235646.500000 Penalty: 5264.218750
	Iteration 16Q: 3 clusters Score -7235646 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -7235756.000000 Penalty: 5264.218750
	Iteration 17Q: 3 clusters Score -7235756 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7235834.500000 Penalty: 5264.218750
	Iteration 18Q: 3 clusters Score -7235834 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7235871.000000 Penalty: 5264.218750
	Iteration 19Q: 3 clusters Score -7235871 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7235922.500000 Penalty: 5264.218750
	Iteration 20F: 3 clusters Score -7235922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -7235972.000000 Penalty: 5264.218750
	Iteration 21Q: 3 clusters Score -7235972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7236036.500000 Penalty: 5264.218750
	Iteration 22Q: 3 clusters Score -7236036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -7236089.500000 Penalty: 5264.218750
	Iteration 23Q: 3 clusters Score -7236090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -7236097.500000 Penalty: 5264.218750
	Iteration 24Q: 3 clusters Score -7236098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7236120.500000 Penalty: 5264.218750
	Iteration 25Q: 3 clusters Score -7236120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -7236155.500000 Penalty: 5264.218750
	Iteration 26Q: 3 clusters Score -7236156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7236172.500000 Penalty: 5264.218750
	Iteration 27Q: 3 clusters Score -7236172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -7236174.000000 Penalty: 5264.218750
	Iteration 28Q: 3 clusters Score -7236174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7236182.000000 Penalty: 5264.218750
	Iteration 29Q: 3 clusters Score -7236182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7236178.000000 Penalty: 5264.218750
	Iteration 30Q: 3 clusters Score -7236178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -7236181.000000 Penalty: 5264.218750
	Iteration 31Q: 3 clusters Score -7236181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -7236201.000000 Penalty: 5264.218750
	Iteration 32Q: 3 clusters Score -7236201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -7236210.500000 Penalty: 5264.218750
	Iteration 33Q: 3 clusters Score -7236210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7236242.000000 Penalty: 5264.218750
	Iteration 34Q: 3 clusters Score -7236242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -7236244.000000 Penalty: 5264.218750
	Iteration 35Q: 3 clusters Score -7236244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7236252.500000 Penalty: 5264.218750
	Iteration 36Q: 3 clusters Score -7236252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -7236260.500000 Penalty: 5264.218750
	Iteration 37Q: 3 clusters Score -7236260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -7236274.000000 Penalty: 5264.218750
	Iteration 38Q: 3 clusters Score -7236274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -7236269.500000 Penalty: 5264.218750
	Iteration 39Q: 3 clusters Score -7236270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -7236278.500000 Penalty: 5264.218750
	Iteration 40F: 3 clusters Score -7236278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -7236283.000000 Penalty: 5264.218750
	Iteration 41Q: 3 clusters Score -7236283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -7236289.000000 Penalty: 5264.218750
	Iteration 42Q: 3 clusters Score -7236289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7236279.000000 Penalty: 5264.218750
	Iteration 43Q: 3 clusters Score -7236279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7236295.500000 Penalty: 5264.218750
	Iteration 44Q: 3 clusters Score -7236296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -7236296.000000 Penalty: 5264.218750
	Iteration 45Q: 3 clusters Score -7236296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -7236304.000000 Penalty: 5264.218750
	Iteration 46Q: 3 clusters Score -7236304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -7236308.000000 Penalty: 5264.218750
	Iteration 47Q: 3 clusters Score -7236308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -7236304.000000 Penalty: 5264.218750
	Iteration 48Q: 3 clusters Score -7236304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7236312.000000 Penalty: 5264.218750
	Iteration 49Q: 3 clusters Score -7236312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -7236306.000000 Penalty: 5264.218750
	Iteration 50Q: 3 clusters Score -7236306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -7236304.000000 Penalty: 5264.218750
	Iteration 51Q: 3 clusters Score -7236304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -7236304.000000 Penalty: 5264.218750
	Iteration 52F: 3 clusters Score -7236304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Entering Unmasked Estep 
Score: -8083651.500000 Penalty: 2657.973633
	Iteration 0F: 2 clusters Score -8083652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -8053974.500000 Penalty: 5315.947266
	Iteration 0F: 3 clusters Score -8053974 nChanged 20884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8065613.500000 Penalty: 5315.947266
	Iteration 1F: 3 clusters Score -8065614 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -8066292.500000 Penalty: 5315.947266
	Iteration 2Q: 3 clusters Score -8066292 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -8066996.500000 Penalty: 5315.947266
	Iteration 3Q: 3 clusters Score -8066996 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -8067665.000000 Penalty: 5315.947266
	Iteration 4Q: 3 clusters Score -8067665 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -8068492.000000 Penalty: 5315.947266
	Iteration 5Q: 3 clusters Score -8068492 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -8069390.500000 Penalty: 5315.947266
	Iteration 6Q: 3 clusters Score -8069390 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -8070416.000000 Penalty: 5315.947266
	Iteration 7Q: 3 clusters Score -8070416 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -8071578.500000 Penalty: 5315.947266
	Iteration 8F: 3 clusters Score -8071578 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -8072837.000000 Penalty: 5315.947266
	Iteration 9F: 3 clusters Score -8072837 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -8074399.000000 Penalty: 5315.947266
	Iteration 10F: 3 clusters Score -8074399 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -8076141.500000 Penalty: 5315.947266
	Iteration 11Q: 3 clusters Score -8076142 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -8077491.000000 Penalty: 5315.947266
	Iteration 12Q: 3 clusters Score -8077491 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -8078286.000000 Penalty: 5315.947266
	Iteration 13Q: 3 clusters Score -8078286 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -8078720.000000 Penalty: 5315.947266
	Iteration 14Q: 3 clusters Score -8078720 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -8079058.500000 Penalty: 5315.947266
	Iteration 15Q: 3 clusters Score -8079058 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -8079333.000000 Penalty: 5315.947266
	Iteration 16Q: 3 clusters Score -8079333 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -8079560.000000 Penalty: 5315.947266
	Iteration 17Q: 3 clusters Score -8079560 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -8079780.500000 Penalty: 5315.947266
	Iteration 18Q: 3 clusters Score -8079780 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -8079996.000000 Penalty: 5315.947266
	Iteration 19Q: 3 clusters Score -8079996 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -8080159.000000 Penalty: 5315.947266
	Iteration 20F: 3 clusters Score -8080159 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -8080352.500000 Penalty: 5315.947266
	Iteration 21Q: 3 clusters Score -8080352 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -8080542.000000 Penalty: 5315.947266
	Iteration 22Q: 3 clusters Score -8080542 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8080650.000000 Penalty: 5315.947266
	Iteration 23Q: 3 clusters Score -8080650 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -8080777.000000 Penalty: 5315.947266
	Iteration 24Q: 3 clusters Score -8080777 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -8080914.500000 Penalty: 5315.947266
	Iteration 25Q: 3 clusters Score -8080914 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8081024.000000 Penalty: 5315.947266
	Iteration 26Q: 3 clusters Score -8081024 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -8081108.500000 Penalty: 5315.947266
	Iteration 27Q: 3 clusters Score -8081108 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -8081247.000000 Penalty: 5315.947266
	Iteration 28Q: 3 clusters Score -8081247 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8081352.000000 Penalty: 5315.947266
	Iteration 29Q: 3 clusters Score -8081352 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -8081388.500000 Penalty: 5315.947266
	Iteration 30Q: 3 clusters Score -8081388 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8081466.000000 Penalty: 5315.947266
	Iteration 31Q: 3 clusters Score -8081466 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8081510.000000 Penalty: 5315.947266
	Iteration 32Q: 3 clusters Score -8081510 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8081626.000000 Penalty: 5315.947266
	Iteration 33Q: 3 clusters Score -8081626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8081685.500000 Penalty: 5315.947266
	Iteration 34Q: 3 clusters Score -8081686 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8081742.500000 Penalty: 5315.947266
	Iteration 35Q: 3 clusters Score -8081742 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8081793.000000 Penalty: 5315.947266
	Iteration 36Q: 3 clusters Score -8081793 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8081806.500000 Penalty: 5315.947266
	Iteration 37Q: 3 clusters Score -8081806 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8081841.000000 Penalty: 5315.947266
	Iteration 38Q: 3 clusters Score -8081841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8081850.000000 Penalty: 5315.947266
	Iteration 39Q: 3 clusters Score -8081850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8081838.500000 Penalty: 5315.947266
	Iteration 40F: 3 clusters Score -8081838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8081848.000000 Penalty: 5315.947266
	Iteration 41Q: 3 clusters Score -8081848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8081865.000000 Penalty: 5315.947266
	Iteration 42Q: 3 clusters Score -8081865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8081869.000000 Penalty: 5315.947266
	Iteration 43Q: 3 clusters Score -8081869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8081901.000000 Penalty: 5315.947266
	Iteration 44Q: 3 clusters Score -8081901 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8081908.500000 Penalty: 5315.947266
	Iteration 45Q: 3 clusters Score -8081908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8081921.000000 Penalty: 5315.947266
	Iteration 46Q: 3 clusters Score -8081921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8081913.000000 Penalty: 5315.947266
	Iteration 47Q: 3 clusters Score -8081913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8081917.000000 Penalty: 5315.947266
	Iteration 48Q: 3 clusters Score -8081917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8081933.500000 Penalty: 5315.947266
	Iteration 49Q: 3 clusters Score -8081934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8081938.500000 Penalty: 5315.947266
	Iteration 50Q: 3 clusters Score -8081938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8081946.500000 Penalty: 5315.947266
	Iteration 51Q: 3 clusters Score -8081946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8081956.000000 Penalty: 5315.947266
	Iteration 52Q: 3 clusters Score -8081956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8081952.000000 Penalty: 5315.947266
	Iteration 53Q: 3 clusters Score -8081952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8081946.000000 Penalty: 5315.947266
	Iteration 54Q: 3 clusters Score -8081946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8081951.500000 Penalty: 5315.947266
	Iteration 55Q: 3 clusters Score -8081952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8081959.000000 Penalty: 5315.947266
	Iteration 56Q: 3 clusters Score -8081959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8081952.500000 Penalty: 5315.947266
	Iteration 57Q: 3 clusters Score -8081952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8081958.500000 Penalty: 5315.947266
	Iteration 58Q: 3 clusters Score -8081958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8081958.000000 Penalty: 5315.947266
	Iteration 59Q: 3 clusters Score -8081958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8081953.500000 Penalty: 5315.947266
	Iteration 60F: 3 clusters Score -8081954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8081958.000000 Penalty: 5315.947266
	Iteration 61Q: 3 clusters Score -8081958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8081967.500000 Penalty: 5315.947266
	Iteration 62Q: 3 clusters Score -8081968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8081970.000000 Penalty: 5315.947266
	Iteration 63Q: 3 clusters Score -8081970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8081975.500000 Penalty: 5315.947266
	Iteration 64Q: 3 clusters Score -8081976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8081971.500000 Penalty: 5315.947266
	Iteration 65Q: 3 clusters Score -8081972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8081975.500000 Penalty: 5315.947266
	Iteration 66Q: 3 clusters Score -8081976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8081979.000000 Penalty: 5315.947266
	Iteration 67Q: 3 clusters Score -8081979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8081973.000000 Penalty: 5315.947266
	Iteration 68Q: 3 clusters Score -8081973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8081971.000000 Penalty: 5315.947266
	Iteration 69Q: 3 clusters Score -8081971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8081966.500000 Penalty: 5315.947266
	Iteration 70Q: 3 clusters Score -8081966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8081966.500000 Penalty: 5315.947266
	Iteration 71F: 3 clusters Score -8081966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Entering Unmasked Estep 
Score: -6380960.500000 Penalty: 2601.429199
	Iteration 0F: 2 clusters Score -6380960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -6356597.500000 Penalty: 5202.858398
	Iteration 0F: 3 clusters Score -6356598 nChanged 16326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -6365619.500000 Penalty: 5202.858398
	Iteration 1F: 3 clusters Score -6365620 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -6366238.000000 Penalty: 5202.858398
	Iteration 2Q: 3 clusters Score -6366238 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -6367002.500000 Penalty: 5202.858398
	Iteration 3Q: 3 clusters Score -6367002 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -6368116.500000 Penalty: 5202.858398
	Iteration 4F: 3 clusters Score -6368116 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -6369675.500000 Penalty: 5202.858398
	Iteration 5F: 3 clusters Score -6369676 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6371668.000000 Penalty: 5202.858398
	Iteration 6F: 3 clusters Score -6371668 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6373921.500000 Penalty: 5202.858398
	Iteration 7F: 3 clusters Score -6373922 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -6375984.000000 Penalty: 5202.858398
	Iteration 8F: 3 clusters Score -6375984 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6377506.500000 Penalty: 5202.858398
	Iteration 9Q: 3 clusters Score -6377506 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6378343.000000 Penalty: 5202.858398
	Iteration 10Q: 3 clusters Score -6378343 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -6378734.000000 Penalty: 5202.858398
	Iteration 11Q: 3 clusters Score -6378734 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -6378902.500000 Penalty: 5202.858398
	Iteration 12Q: 3 clusters Score -6378902 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -6378988.500000 Penalty: 5202.858398
	Iteration 13Q: 3 clusters Score -6378988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6379058.000000 Penalty: 5202.858398
	Iteration 14Q: 3 clusters Score -6379058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -6379094.500000 Penalty: 5202.858398
	Iteration 15Q: 3 clusters Score -6379094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -6379106.500000 Penalty: 5202.858398
	Iteration 16Q: 3 clusters Score -6379106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -6379114.500000 Penalty: 5202.858398
	Iteration 17Q: 3 clusters Score -6379114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -6379127.000000 Penalty: 5202.858398
	Iteration 18Q: 3 clusters Score -6379127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -6379129.500000 Penalty: 5202.858398
	Iteration 19Q: 3 clusters Score -6379130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -6379135.500000 Penalty: 5202.858398
	Iteration 20F: 3 clusters Score -6379136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6379156.000000 Penalty: 5202.858398
	Iteration 21Q: 3 clusters Score -6379156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -6379176.500000 Penalty: 5202.858398
	Iteration 22Q: 3 clusters Score -6379176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6379177.500000 Penalty: 5202.858398
	Iteration 23Q: 3 clusters Score -6379178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -6379183.000000 Penalty: 5202.858398
	Iteration 24Q: 3 clusters Score -6379183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -6379186.500000 Penalty: 5202.858398
	Iteration 25Q: 3 clusters Score -6379186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -6379187.000000 Penalty: 5202.858398
	Iteration 26Q: 3 clusters Score -6379187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -6379198.500000 Penalty: 5202.858398
	Iteration 27Q: 3 clusters Score -6379198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -6379211.500000 Penalty: 5202.858398
	Iteration 28Q: 3 clusters Score -6379212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -6379217.000000 Penalty: 5202.858398
	Iteration 29Q: 3 clusters Score -6379217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6379221.000000 Penalty: 5202.858398
	Iteration 30Q: 3 clusters Score -6379221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -6379221.000000 Penalty: 5202.858398
	Iteration 31Q: 3 clusters Score -6379221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -6379223.000000 Penalty: 5202.858398
	Iteration 32Q: 3 clusters Score -6379223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -6379225.500000 Penalty: 5202.858398
	Iteration 33Q: 3 clusters Score -6379226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -6379223.500000 Penalty: 5202.858398
	Iteration 34Q: 3 clusters Score -6379224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6379224.500000 Penalty: 5202.858398
	Iteration 35Q: 3 clusters Score -6379224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -6379224.500000 Penalty: 5202.858398
	Iteration 36Q: 3 clusters Score -6379224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -6379224.500000 Penalty: 5202.858398
	Iteration 37F: 3 clusters Score -6379224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Entering Unmasked Estep 
Score: -3173672.750000 Penalty: 2433.831299
	Iteration 0F: 2 clusters Score -3173673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3160722.750000 Penalty: 4867.662598
	Iteration 0F: 3 clusters Score -3160723 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3165226.500000 Penalty: 4867.662598
	Iteration 1F: 3 clusters Score -3165226 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3165725.750000 Penalty: 4867.662598
	Iteration 2F: 3 clusters Score -3165726 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3166229.000000 Penalty: 4867.662598
	Iteration 3F: 3 clusters Score -3166229 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3166819.000000 Penalty: 4867.662598
	Iteration 4F: 3 clusters Score -3166819 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3167531.250000 Penalty: 4867.662598
	Iteration 5F: 3 clusters Score -3167531 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3168350.000000 Penalty: 4867.662598
	Iteration 6F: 3 clusters Score -3168350 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3169226.000000 Penalty: 4867.662598
	Iteration 7F: 3 clusters Score -3169226 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3170081.500000 Penalty: 4867.662598
	Iteration 8F: 3 clusters Score -3170082 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3170744.250000 Penalty: 4867.662598
	Iteration 9Q: 3 clusters Score -3170744 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3171171.000000 Penalty: 4867.662598
	Iteration 10Q: 3 clusters Score -3171171 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3171465.250000 Penalty: 4867.662598
	Iteration 11Q: 3 clusters Score -3171465 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3171660.000000 Penalty: 4867.662598
	Iteration 12Q: 3 clusters Score -3171660 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3171740.500000 Penalty: 4867.662598
	Iteration 13Q: 3 clusters Score -3171740 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3171798.250000 Penalty: 4867.662598
	Iteration 14Q: 3 clusters Score -3171798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3171843.500000 Penalty: 4867.662598
	Iteration 15Q: 3 clusters Score -3171844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3171862.250000 Penalty: 4867.662598
	Iteration 16Q: 3 clusters Score -3171862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3171885.500000 Penalty: 4867.662598
	Iteration 17Q: 3 clusters Score -3171886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3171893.250000 Penalty: 4867.662598
	Iteration 18Q: 3 clusters Score -3171893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3171903.750000 Penalty: 4867.662598
	Iteration 19Q: 3 clusters Score -3171904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3171910.750000 Penalty: 4867.662598
	Iteration 20F: 3 clusters Score -3171911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3171917.750000 Penalty: 4867.662598
	Iteration 21Q: 3 clusters Score -3171918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3171925.250000 Penalty: 4867.662598
	Iteration 22Q: 3 clusters Score -3171925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3171929.500000 Penalty: 4867.662598
	Iteration 23Q: 3 clusters Score -3171930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3171932.500000 Penalty: 4867.662598
	Iteration 24Q: 3 clusters Score -3171932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3171936.250000 Penalty: 4867.662598
	Iteration 25Q: 3 clusters Score -3171936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3171935.250000 Penalty: 4867.662598
	Iteration 26Q: 3 clusters Score -3171935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3171931.750000 Penalty: 4867.662598
	Iteration 27Q: 3 clusters Score -3171932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3171941.000000 Penalty: 4867.662598
	Iteration 28Q: 3 clusters Score -3171941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3171940.250000 Penalty: 4867.662598
	Iteration 29Q: 3 clusters Score -3171940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3171936.750000 Penalty: 4867.662598
	Iteration 30Q: 3 clusters Score -3171937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3171937.500000 Penalty: 4867.662598
	Iteration 31Q: 3 clusters Score -3171938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3171937.500000 Penalty: 4867.662598
	Iteration 32F: 3 clusters Score -3171938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -607217.500000 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -607217.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -603597.562500 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -603597.6 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -604414.187500 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -604414.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -604672.625000 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -604672.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -604866.250000 Penalty: 4056.744141
	Iteration 3F: 3 clusters Score -604866.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -605024.437500 Penalty: 4056.744141
	Iteration 4F: 3 clusters Score -605024.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -605149.062500 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -605149.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -605228.125000 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -605228.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -605280.875000 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -605280.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -605324.687500 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -605324.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -605380.125000 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -605380.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -605432.937500 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -605432.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -605479.687500 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -605479.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -605516.375000 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -605516.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -605546.875000 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -605546.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -605575.000000 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -605575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -605590.812500 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -605590.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -605608.125000 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -605608.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -605623.562500 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -605623.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -605630.437500 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -605630.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -605637.250000 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -605637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -605643.312500 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -605643.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -605652.562500 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -605652.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -605660.750000 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -605660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -605666.500000 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -605666.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -605678.250000 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -605678.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -605686.937500 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -605686.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -605695.437500 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -605695.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -605703.437500 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -605703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -605709.187500 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -605709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -605719.062500 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -605719.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -605734.687500 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -605734.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -605752.375000 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -605752.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -605775.687500 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -605775.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -605792.375000 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -605792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -605806.875000 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -605806.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -605821.500000 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -605821.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -605840.875000 Penalty: 4056.744141
	Iteration 36Q: 3 clusters Score -605840.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -605861.000000 Penalty: 4056.744141
	Iteration 37Q: 3 clusters Score -605861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -605886.562500 Penalty: 4056.744141
	Iteration 38Q: 3 clusters Score -605886.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -605906.750000 Penalty: 4056.744141
	Iteration 39Q: 3 clusters Score -605906.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -605926.000000 Penalty: 4056.744141
	Iteration 40F: 3 clusters Score -605926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -605934.625000 Penalty: 4056.744141
	Iteration 41Q: 3 clusters Score -605934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -605938.500000 Penalty: 4056.744141
	Iteration 42Q: 3 clusters Score -605938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -605944.187500 Penalty: 4056.744141
	Iteration 43Q: 3 clusters Score -605944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -605946.750000 Penalty: 4056.744141
	Iteration 44Q: 3 clusters Score -605946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -605953.500000 Penalty: 4056.744141
	Iteration 45Q: 3 clusters Score -605953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -605958.312500 Penalty: 4056.744141
	Iteration 46Q: 3 clusters Score -605958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -605963.375000 Penalty: 4056.744141
	Iteration 47Q: 3 clusters Score -605963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -605963.500000 Penalty: 4056.744141
	Iteration 48Q: 3 clusters Score -605963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -605963.500000 Penalty: 4056.744141
	Iteration 49F: 3 clusters Score -605963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -101951.687500 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -101951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100322.226562 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -100322.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100545.773438 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -100545.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100589.304688 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -100589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100604.460938 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -100604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100611.242188 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -100611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100614.828125 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -100614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100621.359375 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -100621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100621.359375 Penalty: 3178.630371
	Iteration 7F: 3 clusters Score -100621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39517.593750 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39517.59 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39783.789062 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39783.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39958.300781 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -39958.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40079.617188 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -40079.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40184.679688 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -40184.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40269.046875 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -40269.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40291.667969 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -40291.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40295.441406 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -40295.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40298.335938 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -40298.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40298.335938 Penalty: 3004.165039
	Iteration 9F: 3 clusters Score -40298.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Entering Unmasked Estep 
Score: -1152385.625000 Penalty: 2174.953369
	Iteration 0F: 2 clusters Score -1152386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1146910.750000 Penalty: 4349.906738
	Iteration 0F: 3 clusters Score -1146911 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1148320.250000 Penalty: 4349.906738
	Iteration 1F: 3 clusters Score -1148320 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1148630.750000 Penalty: 4349.906738
	Iteration 2F: 3 clusters Score -1148631 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1148855.125000 Penalty: 4349.906738
	Iteration 3F: 3 clusters Score -1148855 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1149025.875000 Penalty: 4349.906738
	Iteration 4Q: 3 clusters Score -1149026 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1149190.750000 Penalty: 4349.906738
	Iteration 5Q: 3 clusters Score -1149191 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1149324.250000 Penalty: 4349.906738
	Iteration 6Q: 3 clusters Score -1149324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1149453.875000 Penalty: 4349.906738
	Iteration 7Q: 3 clusters Score -1149454 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1149587.000000 Penalty: 4349.906738
	Iteration 8Q: 3 clusters Score -1149587 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1149714.250000 Penalty: 4349.906738
	Iteration 9Q: 3 clusters Score -1149714 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1149846.250000 Penalty: 4349.906738
	Iteration 10Q: 3 clusters Score -1149846 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1149987.375000 Penalty: 4349.906738
	Iteration 11Q: 3 clusters Score -1149987 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1150119.125000 Penalty: 4349.906738
	Iteration 12Q: 3 clusters Score -1150119 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1150242.125000 Penalty: 4349.906738
	Iteration 13Q: 3 clusters Score -1150242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1150351.375000 Penalty: 4349.906738
	Iteration 14Q: 3 clusters Score -1150351 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1150448.750000 Penalty: 4349.906738
	Iteration 15Q: 3 clusters Score -1150449 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1150523.750000 Penalty: 4349.906738
	Iteration 16Q: 3 clusters Score -1150524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1150589.125000 Penalty: 4349.906738
	Iteration 17Q: 3 clusters Score -1150589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1150634.375000 Penalty: 4349.906738
	Iteration 18Q: 3 clusters Score -1150634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1150668.000000 Penalty: 4349.906738
	Iteration 19Q: 3 clusters Score -1150668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1150702.500000 Penalty: 4349.906738
	Iteration 20F: 3 clusters Score -1150702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1150726.750000 Penalty: 4349.906738
	Iteration 21Q: 3 clusters Score -1150727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1150744.625000 Penalty: 4349.906738
	Iteration 22Q: 3 clusters Score -1150745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1150756.750000 Penalty: 4349.906738
	Iteration 23Q: 3 clusters Score -1150757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1150765.000000 Penalty: 4349.906738
	Iteration 24Q: 3 clusters Score -1150765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1150773.125000 Penalty: 4349.906738
	Iteration 25Q: 3 clusters Score -1150773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1150780.125000 Penalty: 4349.906738
	Iteration 26Q: 3 clusters Score -1150780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1150781.625000 Penalty: 4349.906738
	Iteration 27Q: 3 clusters Score -1150782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1150781.375000 Penalty: 4349.906738
	Iteration 28Q: 3 clusters Score -1150781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1150781.250000 Penalty: 4349.906738
	Iteration 29Q: 3 clusters Score -1150781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1150782.250000 Penalty: 4349.906738
	Iteration 30Q: 3 clusters Score -1150782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1150784.375000 Penalty: 4349.906738
	Iteration 31Q: 3 clusters Score -1150784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1150785.375000 Penalty: 4349.906738
	Iteration 32Q: 3 clusters Score -1150785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1150786.750000 Penalty: 4349.906738
	Iteration 33Q: 3 clusters Score -1150787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1150786.125000 Penalty: 4349.906738
	Iteration 34Q: 3 clusters Score -1150786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1150785.625000 Penalty: 4349.906738
	Iteration 35Q: 3 clusters Score -1150786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1150789.000000 Penalty: 4349.906738
	Iteration 36Q: 3 clusters Score -1150789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1150790.125000 Penalty: 4349.906738
	Iteration 37Q: 3 clusters Score -1150790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1150789.000000 Penalty: 4349.906738
	Iteration 38Q: 3 clusters Score -1150789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1150790.125000 Penalty: 4349.906738
	Iteration 39Q: 3 clusters Score -1150790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1150789.375000 Penalty: 4349.906738
	Iteration 40F: 3 clusters Score -1150789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1150792.000000 Penalty: 4349.906738
	Iteration 41Q: 3 clusters Score -1150792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1150792.000000 Penalty: 4349.906738
	Iteration 42F: 3 clusters Score -1150792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Entering Unmasked Estep 
Score: -2350117.750000 Penalty: 2355.726318
	Iteration 0F: 2 clusters Score -2350118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2340321.250000 Penalty: 4711.452637
	Iteration 0F: 3 clusters Score -2340321 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2343393.750000 Penalty: 4711.452637
	Iteration 1F: 3 clusters Score -2343394 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2343742.500000 Penalty: 4711.452637
	Iteration 2F: 3 clusters Score -2343742 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2344085.500000 Penalty: 4711.452637
	Iteration 3F: 3 clusters Score -2344086 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2344509.250000 Penalty: 4711.452637
	Iteration 4F: 3 clusters Score -2344509 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2345002.000000 Penalty: 4711.452637
	Iteration 5F: 3 clusters Score -2345002 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2345619.250000 Penalty: 4711.452637
	Iteration 6F: 3 clusters Score -2345619 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2346346.500000 Penalty: 4711.452637
	Iteration 7F: 3 clusters Score -2346346 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2347057.000000 Penalty: 4711.452637
	Iteration 8F: 3 clusters Score -2347057 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2347711.500000 Penalty: 4711.452637
	Iteration 9Q: 3 clusters Score -2347712 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2348283.000000 Penalty: 4711.452637
	Iteration 10Q: 3 clusters Score -2348283 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2348706.250000 Penalty: 4711.452637
	Iteration 11Q: 3 clusters Score -2348706 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2349038.000000 Penalty: 4711.452637
	Iteration 12Q: 3 clusters Score -2349038 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2349301.250000 Penalty: 4711.452637
	Iteration 13Q: 3 clusters Score -2349301 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2349458.250000 Penalty: 4711.452637
	Iteration 14Q: 3 clusters Score -2349458 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2349557.750000 Penalty: 4711.452637
	Iteration 15Q: 3 clusters Score -2349558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2349653.000000 Penalty: 4711.452637
	Iteration 16Q: 3 clusters Score -2349653 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2349710.500000 Penalty: 4711.452637
	Iteration 17Q: 3 clusters Score -2349710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2349762.500000 Penalty: 4711.452637
	Iteration 18Q: 3 clusters Score -2349762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2349794.500000 Penalty: 4711.452637
	Iteration 19Q: 3 clusters Score -2349794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2349813.000000 Penalty: 4711.452637
	Iteration 20F: 3 clusters Score -2349813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2349825.500000 Penalty: 4711.452637
	Iteration 21Q: 3 clusters Score -2349826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2349836.250000 Penalty: 4711.452637
	Iteration 22Q: 3 clusters Score -2349836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2349844.000000 Penalty: 4711.452637
	Iteration 23Q: 3 clusters Score -2349844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2349844.750000 Penalty: 4711.452637
	Iteration 24Q: 3 clusters Score -2349845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2349851.250000 Penalty: 4711.452637
	Iteration 25Q: 3 clusters Score -2349851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2349851.500000 Penalty: 4711.452637
	Iteration 26Q: 3 clusters Score -2349852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2349852.750000 Penalty: 4711.452637
	Iteration 27Q: 3 clusters Score -2349853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2349848.750000 Penalty: 4711.452637
	Iteration 28Q: 3 clusters Score -2349849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2349850.750000 Penalty: 4711.452637
	Iteration 29Q: 3 clusters Score -2349851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2349852.500000 Penalty: 4711.452637
	Iteration 30Q: 3 clusters Score -2349852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2349853.750000 Penalty: 4711.452637
	Iteration 31Q: 3 clusters Score -2349854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2349854.500000 Penalty: 4711.452637
	Iteration 32Q: 3 clusters Score -2349854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2349851.500000 Penalty: 4711.452637
	Iteration 33Q: 3 clusters Score -2349852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2349852.500000 Penalty: 4711.452637
	Iteration 34Q: 3 clusters Score -2349852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2349850.000000 Penalty: 4711.452637
	Iteration 35Q: 3 clusters Score -2349850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2349849.000000 Penalty: 4711.452637
	Iteration 36Q: 3 clusters Score -2349849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2349849.000000 Penalty: 4711.452637
	Iteration 37F: 3 clusters Score -2349849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Entering Unmasked Estep 
Score: -8071438.000000 Penalty: 2654.983643
	Iteration 0F: 2 clusters Score -8071438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8041991.500000 Penalty: 5309.967285
	Iteration 0F: 3 clusters Score -8041992 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -8053360.500000 Penalty: 5309.967285
	Iteration 1F: 3 clusters Score -8053360 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8053834.000000 Penalty: 5309.967285
	Iteration 2Q: 3 clusters Score -8053834 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -8054191.500000 Penalty: 5309.967285
	Iteration 3Q: 3 clusters Score -8054192 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -8054573.500000 Penalty: 5309.967285
	Iteration 4Q: 3 clusters Score -8054574 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -8055117.500000 Penalty: 5309.967285
	Iteration 5Q: 3 clusters Score -8055118 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -8055981.000000 Penalty: 5309.967285
	Iteration 6Q: 3 clusters Score -8055981 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -8057454.500000 Penalty: 5309.967285
	Iteration 7F: 3 clusters Score -8057454 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8059757.500000 Penalty: 5309.967285
	Iteration 8F: 3 clusters Score -8059758 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -8062715.000000 Penalty: 5309.967285
	Iteration 9F: 3 clusters Score -8062715 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8065695.000000 Penalty: 5309.967285
	Iteration 10F: 3 clusters Score -8065695 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -8067570.000000 Penalty: 5309.967285
	Iteration 11F: 3 clusters Score -8067570 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8068441.500000 Penalty: 5309.967285
	Iteration 12Q: 3 clusters Score -8068442 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -8068834.500000 Penalty: 5309.967285
	Iteration 13Q: 3 clusters Score -8068834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -8068956.000000 Penalty: 5309.967285
	Iteration 14Q: 3 clusters Score -8068956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8069014.500000 Penalty: 5309.967285
	Iteration 15Q: 3 clusters Score -8069014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -8069047.500000 Penalty: 5309.967285
	Iteration 16Q: 3 clusters Score -8069048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8069075.000000 Penalty: 5309.967285
	Iteration 17Q: 3 clusters Score -8069075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -8069087.500000 Penalty: 5309.967285
	Iteration 18Q: 3 clusters Score -8069088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8069089.500000 Penalty: 5309.967285
	Iteration 19Q: 3 clusters Score -8069090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -8069102.500000 Penalty: 5309.967285
	Iteration 20F: 3 clusters Score -8069102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8069102.500000 Penalty: 5309.967285
	Iteration 21Q: 3 clusters Score -8069102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -8069108.500000 Penalty: 5309.967285
	Iteration 22Q: 3 clusters Score -8069108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8069119.500000 Penalty: 5309.967285
	Iteration 23Q: 3 clusters Score -8069120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8069118.000000 Penalty: 5309.967285
	Iteration 24Q: 3 clusters Score -8069118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8069122.500000 Penalty: 5309.967285
	Iteration 25Q: 3 clusters Score -8069122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8069123.000000 Penalty: 5309.967285
	Iteration 26Q: 3 clusters Score -8069123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8069128.000000 Penalty: 5309.967285
	Iteration 27Q: 3 clusters Score -8069128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8069127.500000 Penalty: 5309.967285
	Iteration 28Q: 3 clusters Score -8069128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8069127.500000 Penalty: 5309.967285
	Iteration 29F: 3 clusters Score -8069128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89496.015625 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89496.02 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89934.203125 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -89934.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90146.710938 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90146.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90279.664062 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -90279.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90369.210938 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -90369.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90422.679688 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90422.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90450.117188 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90450.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90461.171875 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -90461.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90479.125000 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -90479.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90508.625000 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -90508.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90556.921875 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -90556.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90625.757812 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -90625.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90686.656250 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -90686.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90714.867188 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -90714.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90733.773438 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -90733.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90742.328125 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -90742.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90751.500000 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -90751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90752.062500 Penalty: 3207.978516
	Iteration 17Q: 3 clusters Score -90752.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90752.375000 Penalty: 3207.978516
	Iteration 18F: 3 clusters Score -90752.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90764.445312 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -90764.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90780.343750 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -90780.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90785.132812 Penalty: 3207.978516
	Iteration 21Q: 3 clusters Score -90785.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90793.687500 Penalty: 3207.978516
	Iteration 22Q: 3 clusters Score -90793.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90799.890625 Penalty: 3207.978516
	Iteration 23Q: 3 clusters Score -90799.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90801.117188 Penalty: 3207.978516
	Iteration 24Q: 3 clusters Score -90801.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90802.531250 Penalty: 3207.978516
	Iteration 25Q: 3 clusters Score -90802.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90805.585938 Penalty: 3207.978516
	Iteration 26Q: 3 clusters Score -90805.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90805.585938 Penalty: 3207.978516
	Iteration 27F: 3 clusters Score -90805.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Entering Unmasked Estep 
Score: -6933907.000000 Penalty: 2619.842041
	Iteration 0F: 2 clusters Score -6933907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -6908011.000000 Penalty: 5239.684082
	Iteration 0F: 3 clusters Score -6908011 nChanged 17607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -6917599.500000 Penalty: 5239.684082
	Iteration 1F: 3 clusters Score -6917600 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6918167.500000 Penalty: 5239.684082
	Iteration 2Q: 3 clusters Score -6918168 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -6918737.500000 Penalty: 5239.684082
	Iteration 3Q: 3 clusters Score -6918738 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -6919412.500000 Penalty: 5239.684082
	Iteration 4Q: 3 clusters Score -6919412 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -6920350.000000 Penalty: 5239.684082
	Iteration 5Q: 3 clusters Score -6920350 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6921425.500000 Penalty: 5239.684082
	Iteration 6F: 3 clusters Score -6921426 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6922900.000000 Penalty: 5239.684082
	Iteration 7F: 3 clusters Score -6922900 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -6924700.500000 Penalty: 5239.684082
	Iteration 8F: 3 clusters Score -6924700 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6926595.500000 Penalty: 5239.684082
	Iteration 9F: 3 clusters Score -6926596 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -6928045.000000 Penalty: 5239.684082
	Iteration 10Q: 3 clusters Score -6928045 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -6928912.500000 Penalty: 5239.684082
	Iteration 11Q: 3 clusters Score -6928912 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -6929365.000000 Penalty: 5239.684082
	Iteration 12Q: 3 clusters Score -6929365 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -6929710.000000 Penalty: 5239.684082
	Iteration 13Q: 3 clusters Score -6929710 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -6929928.000000 Penalty: 5239.684082
	Iteration 14Q: 3 clusters Score -6929928 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -6930159.000000 Penalty: 5239.684082
	Iteration 15Q: 3 clusters Score -6930159 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6930347.500000 Penalty: 5239.684082
	Iteration 16Q: 3 clusters Score -6930348 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -6930514.500000 Penalty: 5239.684082
	Iteration 17Q: 3 clusters Score -6930514 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6930648.000000 Penalty: 5239.684082
	Iteration 18Q: 3 clusters Score -6930648 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -6930796.000000 Penalty: 5239.684082
	Iteration 19Q: 3 clusters Score -6930796 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -6930931.500000 Penalty: 5239.684082
	Iteration 20F: 3 clusters Score -6930932 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -6931078.000000 Penalty: 5239.684082
	Iteration 21Q: 3 clusters Score -6931078 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -6931175.500000 Penalty: 5239.684082
	Iteration 22Q: 3 clusters Score -6931176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -6931255.000000 Penalty: 5239.684082
	Iteration 23Q: 3 clusters Score -6931255 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -6931342.500000 Penalty: 5239.684082
	Iteration 24Q: 3 clusters Score -6931342 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -6931431.500000 Penalty: 5239.684082
	Iteration 25Q: 3 clusters Score -6931432 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -6931496.500000 Penalty: 5239.684082
	Iteration 26Q: 3 clusters Score -6931496 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -6931554.000000 Penalty: 5239.684082
	Iteration 27Q: 3 clusters Score -6931554 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -6931591.500000 Penalty: 5239.684082
	Iteration 28Q: 3 clusters Score -6931592 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -6931625.000000 Penalty: 5239.684082
	Iteration 29Q: 3 clusters Score -6931625 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -6931660.500000 Penalty: 5239.684082
	Iteration 30Q: 3 clusters Score -6931660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -6931701.500000 Penalty: 5239.684082
	Iteration 31Q: 3 clusters Score -6931702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -6931730.000000 Penalty: 5239.684082
	Iteration 32Q: 3 clusters Score -6931730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -6931755.000000 Penalty: 5239.684082
	Iteration 33Q: 3 clusters Score -6931755 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -6931765.500000 Penalty: 5239.684082
	Iteration 34Q: 3 clusters Score -6931766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -6931776.500000 Penalty: 5239.684082
	Iteration 35Q: 3 clusters Score -6931776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -6931770.000000 Penalty: 5239.684082
	Iteration 36Q: 3 clusters Score -6931770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -6931768.500000 Penalty: 5239.684082
	Iteration 37Q: 3 clusters Score -6931768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -6931785.500000 Penalty: 5239.684082
	Iteration 38Q: 3 clusters Score -6931786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -6931806.000000 Penalty: 5239.684082
	Iteration 39Q: 3 clusters Score -6931806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -6931816.000000 Penalty: 5239.684082
	Iteration 40F: 3 clusters Score -6931816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -6931817.500000 Penalty: 5239.684082
	Iteration 41Q: 3 clusters Score -6931818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -6931824.000000 Penalty: 5239.684082
	Iteration 42Q: 3 clusters Score -6931824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -6931830.500000 Penalty: 5239.684082
	Iteration 43Q: 3 clusters Score -6931830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -6931831.500000 Penalty: 5239.684082
	Iteration 44Q: 3 clusters Score -6931832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -6931840.500000 Penalty: 5239.684082
	Iteration 45Q: 3 clusters Score -6931840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -6931857.500000 Penalty: 5239.684082
	Iteration 46Q: 3 clusters Score -6931858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -6931870.000000 Penalty: 5239.684082
	Iteration 47Q: 3 clusters Score -6931870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -6931881.500000 Penalty: 5239.684082
	Iteration 48Q: 3 clusters Score -6931882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -6931895.000000 Penalty: 5239.684082
	Iteration 49Q: 3 clusters Score -6931895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -6931900.500000 Penalty: 5239.684082
	Iteration 50Q: 3 clusters Score -6931900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -6931892.000000 Penalty: 5239.684082
	Iteration 51Q: 3 clusters Score -6931892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -6931892.000000 Penalty: 5239.684082
	Iteration 52Q: 3 clusters Score -6931892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -6931899.000000 Penalty: 5239.684082
	Iteration 53Q: 3 clusters Score -6931899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -6931901.000000 Penalty: 5239.684082
	Iteration 54Q: 3 clusters Score -6931901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -6931900.500000 Penalty: 5239.684082
	Iteration 55Q: 3 clusters Score -6931900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -6931905.500000 Penalty: 5239.684082
	Iteration 56Q: 3 clusters Score -6931906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -6931901.000000 Penalty: 5239.684082
	Iteration 57Q: 3 clusters Score -6931901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -6931900.000000 Penalty: 5239.684082
	Iteration 58Q: 3 clusters Score -6931900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -6931905.500000 Penalty: 5239.684082
	Iteration 59Q: 3 clusters Score -6931906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -6931905.500000 Penalty: 5239.684082
	Iteration 60F: 3 clusters Score -6931906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -6931901.500000 Penalty: 5239.684082
	Iteration 61Q: 3 clusters Score -6931902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -6931905.000000 Penalty: 5239.684082
	Iteration 62Q: 3 clusters Score -6931905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -6931907.000000 Penalty: 5239.684082
	Iteration 63Q: 3 clusters Score -6931907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -6931911.500000 Penalty: 5239.684082
	Iteration 64Q: 3 clusters Score -6931912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -6931906.000000 Penalty: 5239.684082
	Iteration 65Q: 3 clusters Score -6931906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -6931906.000000 Penalty: 5239.684082
	Iteration 66F: 3 clusters Score -6931906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Entering Unmasked Estep 
Score: -1531212.375000 Penalty: 2247.796387
	Iteration 0F: 2 clusters Score -1531212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1524389.125000 Penalty: 4495.592773
	Iteration 0F: 3 clusters Score -1524389 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1526276.250000 Penalty: 4495.592773
	Iteration 1F: 3 clusters Score -1526276 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1526529.500000 Penalty: 4495.592773
	Iteration 2F: 3 clusters Score -1526530 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1526691.375000 Penalty: 4495.592773
	Iteration 3Q: 3 clusters Score -1526691 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1526815.250000 Penalty: 4495.592773
	Iteration 4Q: 3 clusters Score -1526815 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1526905.000000 Penalty: 4495.592773
	Iteration 5Q: 3 clusters Score -1526905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1526966.500000 Penalty: 4495.592773
	Iteration 6Q: 3 clusters Score -1526966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1527017.500000 Penalty: 4495.592773
	Iteration 7Q: 3 clusters Score -1527018 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1527048.000000 Penalty: 4495.592773
	Iteration 8Q: 3 clusters Score -1527048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1527077.500000 Penalty: 4495.592773
	Iteration 9Q: 3 clusters Score -1527078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1527101.500000 Penalty: 4495.592773
	Iteration 10Q: 3 clusters Score -1527102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1527128.750000 Penalty: 4495.592773
	Iteration 11Q: 3 clusters Score -1527129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1527150.750000 Penalty: 4495.592773
	Iteration 12Q: 3 clusters Score -1527151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1527177.750000 Penalty: 4495.592773
	Iteration 13Q: 3 clusters Score -1527178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1527199.500000 Penalty: 4495.592773
	Iteration 14Q: 3 clusters Score -1527200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1527224.750000 Penalty: 4495.592773
	Iteration 15Q: 3 clusters Score -1527225 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1527240.625000 Penalty: 4495.592773
	Iteration 16Q: 3 clusters Score -1527241 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1527266.750000 Penalty: 4495.592773
	Iteration 17Q: 3 clusters Score -1527267 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1527286.250000 Penalty: 4495.592773
	Iteration 18Q: 3 clusters Score -1527286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1527315.375000 Penalty: 4495.592773
	Iteration 19Q: 3 clusters Score -1527315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1527344.125000 Penalty: 4495.592773
	Iteration 20F: 3 clusters Score -1527344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1527367.500000 Penalty: 4495.592773
	Iteration 21Q: 3 clusters Score -1527368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1527391.750000 Penalty: 4495.592773
	Iteration 22Q: 3 clusters Score -1527392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1527415.250000 Penalty: 4495.592773
	Iteration 23Q: 3 clusters Score -1527415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1527445.250000 Penalty: 4495.592773
	Iteration 24Q: 3 clusters Score -1527445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1527468.000000 Penalty: 4495.592773
	Iteration 25Q: 3 clusters Score -1527468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1527496.250000 Penalty: 4495.592773
	Iteration 26Q: 3 clusters Score -1527496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1527525.875000 Penalty: 4495.592773
	Iteration 27Q: 3 clusters Score -1527526 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1527550.125000 Penalty: 4495.592773
	Iteration 28Q: 3 clusters Score -1527550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1527571.125000 Penalty: 4495.592773
	Iteration 29Q: 3 clusters Score -1527571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1527598.875000 Penalty: 4495.592773
	Iteration 30Q: 3 clusters Score -1527599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1527623.625000 Penalty: 4495.592773
	Iteration 31Q: 3 clusters Score -1527624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1527665.250000 Penalty: 4495.592773
	Iteration 32Q: 3 clusters Score -1527665 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1527713.125000 Penalty: 4495.592773
	Iteration 33Q: 3 clusters Score -1527713 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1527769.000000 Penalty: 4495.592773
	Iteration 34Q: 3 clusters Score -1527769 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1527838.000000 Penalty: 4495.592773
	Iteration 35Q: 3 clusters Score -1527838 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1527938.250000 Penalty: 4495.592773
	Iteration 36Q: 3 clusters Score -1527938 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1528042.125000 Penalty: 4495.592773
	Iteration 37Q: 3 clusters Score -1528042 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1528124.000000 Penalty: 4495.592773
	Iteration 38Q: 3 clusters Score -1528124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1528199.625000 Penalty: 4495.592773
	Iteration 39Q: 3 clusters Score -1528200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1528264.375000 Penalty: 4495.592773
	Iteration 40F: 3 clusters Score -1528264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1528329.875000 Penalty: 4495.592773
	Iteration 41Q: 3 clusters Score -1528330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1528390.000000 Penalty: 4495.592773
	Iteration 42Q: 3 clusters Score -1528390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1528451.625000 Penalty: 4495.592773
	Iteration 43Q: 3 clusters Score -1528452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1528517.250000 Penalty: 4495.592773
	Iteration 44Q: 3 clusters Score -1528517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1528575.250000 Penalty: 4495.592773
	Iteration 45Q: 3 clusters Score -1528575 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1528636.625000 Penalty: 4495.592773
	Iteration 46Q: 3 clusters Score -1528637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1528693.875000 Penalty: 4495.592773
	Iteration 47Q: 3 clusters Score -1528694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1528739.625000 Penalty: 4495.592773
	Iteration 48Q: 3 clusters Score -1528740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1528798.875000 Penalty: 4495.592773
	Iteration 49Q: 3 clusters Score -1528799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1528847.750000 Penalty: 4495.592773
	Iteration 50Q: 3 clusters Score -1528848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1528897.625000 Penalty: 4495.592773
	Iteration 51Q: 3 clusters Score -1528898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1528938.875000 Penalty: 4495.592773
	Iteration 52Q: 3 clusters Score -1528939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1528979.125000 Penalty: 4495.592773
	Iteration 53Q: 3 clusters Score -1528979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1529009.875000 Penalty: 4495.592773
	Iteration 54Q: 3 clusters Score -1529010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1529040.500000 Penalty: 4495.592773
	Iteration 55Q: 3 clusters Score -1529040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1529059.750000 Penalty: 4495.592773
	Iteration 56Q: 3 clusters Score -1529060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1529085.250000 Penalty: 4495.592773
	Iteration 57Q: 3 clusters Score -1529085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1529105.250000 Penalty: 4495.592773
	Iteration 58Q: 3 clusters Score -1529105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1529128.625000 Penalty: 4495.592773
	Iteration 59Q: 3 clusters Score -1529129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1529151.125000 Penalty: 4495.592773
	Iteration 60F: 3 clusters Score -1529151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1529171.250000 Penalty: 4495.592773
	Iteration 61Q: 3 clusters Score -1529171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1529188.375000 Penalty: 4495.592773
	Iteration 62Q: 3 clusters Score -1529188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1529198.625000 Penalty: 4495.592773
	Iteration 63Q: 3 clusters Score -1529199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1529209.625000 Penalty: 4495.592773
	Iteration 64Q: 3 clusters Score -1529210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1529218.375000 Penalty: 4495.592773
	Iteration 65Q: 3 clusters Score -1529218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1529221.625000 Penalty: 4495.592773
	Iteration 66Q: 3 clusters Score -1529222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1529227.500000 Penalty: 4495.592773
	Iteration 67Q: 3 clusters Score -1529228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1529229.500000 Penalty: 4495.592773
	Iteration 68Q: 3 clusters Score -1529230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1529237.625000 Penalty: 4495.592773
	Iteration 69Q: 3 clusters Score -1529238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1529241.875000 Penalty: 4495.592773
	Iteration 70Q: 3 clusters Score -1529242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1529244.625000 Penalty: 4495.592773
	Iteration 71Q: 3 clusters Score -1529245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1529246.000000 Penalty: 4495.592773
	Iteration 72Q: 3 clusters Score -1529246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1529248.750000 Penalty: 4495.592773
	Iteration 73Q: 3 clusters Score -1529249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1529252.500000 Penalty: 4495.592773
	Iteration 74Q: 3 clusters Score -1529252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1529251.625000 Penalty: 4495.592773
	Iteration 75Q: 3 clusters Score -1529252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1529255.750000 Penalty: 4495.592773
	Iteration 76Q: 3 clusters Score -1529256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1529254.500000 Penalty: 4495.592773
	Iteration 77Q: 3 clusters Score -1529254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1529259.500000 Penalty: 4495.592773
	Iteration 78Q: 3 clusters Score -1529260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1529269.875000 Penalty: 4495.592773
	Iteration 79Q: 3 clusters Score -1529270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1529275.625000 Penalty: 4495.592773
	Iteration 80F: 3 clusters Score -1529276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1529277.375000 Penalty: 4495.592773
	Iteration 81Q: 3 clusters Score -1529277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1529281.625000 Penalty: 4495.592773
	Iteration 82Q: 3 clusters Score -1529282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1529282.875000 Penalty: 4495.592773
	Iteration 83Q: 3 clusters Score -1529283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1529284.250000 Penalty: 4495.592773
	Iteration 84Q: 3 clusters Score -1529284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1529285.625000 Penalty: 4495.592773
	Iteration 85Q: 3 clusters Score -1529286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1529289.625000 Penalty: 4495.592773
	Iteration 86Q: 3 clusters Score -1529290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1529289.500000 Penalty: 4495.592773
	Iteration 87Q: 3 clusters Score -1529290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1529290.875000 Penalty: 4495.592773
	Iteration 88Q: 3 clusters Score -1529291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1529293.125000 Penalty: 4495.592773
	Iteration 89Q: 3 clusters Score -1529293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1529293.125000 Penalty: 4495.592773
	Iteration 90F: 3 clusters Score -1529293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Entering Unmasked Estep 
Score: -8269671.500000 Penalty: 2665.488770
	Iteration 0F: 2 clusters Score -8269672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8239667.000000 Penalty: 5330.977539
	Iteration 0F: 3 clusters Score -8239667 nChanged 21504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8251629.000000 Penalty: 5330.977539
	Iteration 1F: 3 clusters Score -8251629 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -8252522.000000 Penalty: 5330.977539
	Iteration 2Q: 3 clusters Score -8252522 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -8253685.000000 Penalty: 5330.977539
	Iteration 3F: 3 clusters Score -8253685 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8255299.500000 Penalty: 5330.977539
	Iteration 4F: 3 clusters Score -8255300 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -8257340.000000 Penalty: 5330.977539
	Iteration 5F: 3 clusters Score -8257340 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -8259486.000000 Penalty: 5330.977539
	Iteration 6F: 3 clusters Score -8259486 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -8261401.500000 Penalty: 5330.977539
	Iteration 7F: 3 clusters Score -8261402 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -8262885.500000 Penalty: 5330.977539
	Iteration 8F: 3 clusters Score -8262886 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -8264048.000000 Penalty: 5330.977539
	Iteration 9Q: 3 clusters Score -8264048 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -8264889.500000 Penalty: 5330.977539
	Iteration 10Q: 3 clusters Score -8264890 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8265552.000000 Penalty: 5330.977539
	Iteration 11Q: 3 clusters Score -8265552 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -8266011.500000 Penalty: 5330.977539
	Iteration 12Q: 3 clusters Score -8266012 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8266368.000000 Penalty: 5330.977539
	Iteration 13Q: 3 clusters Score -8266368 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -8266614.500000 Penalty: 5330.977539
	Iteration 14Q: 3 clusters Score -8266614 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8266800.000000 Penalty: 5330.977539
	Iteration 15Q: 3 clusters Score -8266800 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8266945.000000 Penalty: 5330.977539
	Iteration 16Q: 3 clusters Score -8266945 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8267025.500000 Penalty: 5330.977539
	Iteration 17Q: 3 clusters Score -8267026 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8267131.000000 Penalty: 5330.977539
	Iteration 18Q: 3 clusters Score -8267131 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8267214.000000 Penalty: 5330.977539
	Iteration 19Q: 3 clusters Score -8267214 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8267292.500000 Penalty: 5330.977539
	Iteration 20F: 3 clusters Score -8267292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8267326.500000 Penalty: 5330.977539
	Iteration 21Q: 3 clusters Score -8267326 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8267347.000000 Penalty: 5330.977539
	Iteration 22Q: 3 clusters Score -8267347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8267363.500000 Penalty: 5330.977539
	Iteration 23Q: 3 clusters Score -8267364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8267406.000000 Penalty: 5330.977539
	Iteration 24Q: 3 clusters Score -8267406 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8267420.000000 Penalty: 5330.977539
	Iteration 25Q: 3 clusters Score -8267420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8267418.500000 Penalty: 5330.977539
	Iteration 26Q: 3 clusters Score -8267418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8267442.000000 Penalty: 5330.977539
	Iteration 27Q: 3 clusters Score -8267442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8267463.500000 Penalty: 5330.977539
	Iteration 28Q: 3 clusters Score -8267464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8267459.000000 Penalty: 5330.977539
	Iteration 29Q: 3 clusters Score -8267459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8267468.500000 Penalty: 5330.977539
	Iteration 30Q: 3 clusters Score -8267468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8267476.500000 Penalty: 5330.977539
	Iteration 31Q: 3 clusters Score -8267476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8267491.500000 Penalty: 5330.977539
	Iteration 32Q: 3 clusters Score -8267492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8267499.500000 Penalty: 5330.977539
	Iteration 33Q: 3 clusters Score -8267500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8267501.500000 Penalty: 5330.977539
	Iteration 34Q: 3 clusters Score -8267502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8267515.500000 Penalty: 5330.977539
	Iteration 35Q: 3 clusters Score -8267516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8267519.000000 Penalty: 5330.977539
	Iteration 36Q: 3 clusters Score -8267519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8267520.000000 Penalty: 5330.977539
	Iteration 37Q: 3 clusters Score -8267520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8267536.500000 Penalty: 5330.977539
	Iteration 38Q: 3 clusters Score -8267536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8267539.000000 Penalty: 5330.977539
	Iteration 39Q: 3 clusters Score -8267539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8267536.500000 Penalty: 5330.977539
	Iteration 40F: 3 clusters Score -8267536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8267541.500000 Penalty: 5330.977539
	Iteration 41Q: 3 clusters Score -8267542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8267541.500000 Penalty: 5330.977539
	Iteration 42Q: 3 clusters Score -8267542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8267530.500000 Penalty: 5330.977539
	Iteration 43Q: 3 clusters Score -8267530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8267542.500000 Penalty: 5330.977539
	Iteration 44Q: 3 clusters Score -8267542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8267553.000000 Penalty: 5330.977539
	Iteration 45Q: 3 clusters Score -8267553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8267552.000000 Penalty: 5330.977539
	Iteration 46Q: 3 clusters Score -8267552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8267562.500000 Penalty: 5330.977539
	Iteration 47Q: 3 clusters Score -8267562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8267565.000000 Penalty: 5330.977539
	Iteration 48Q: 3 clusters Score -8267565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8267571.000000 Penalty: 5330.977539
	Iteration 49Q: 3 clusters Score -8267571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8267571.500000 Penalty: 5330.977539
	Iteration 50Q: 3 clusters Score -8267572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8267571.500000 Penalty: 5330.977539
	Iteration 51Q: 3 clusters Score -8267572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8267567.000000 Penalty: 5330.977539
	Iteration 52Q: 3 clusters Score -8267567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8267565.500000 Penalty: 5330.977539
	Iteration 53Q: 3 clusters Score -8267566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8267566.000000 Penalty: 5330.977539
	Iteration 54Q: 3 clusters Score -8267566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8267572.000000 Penalty: 5330.977539
	Iteration 55Q: 3 clusters Score -8267572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8267577.000000 Penalty: 5330.977539
	Iteration 56Q: 3 clusters Score -8267577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8267579.500000 Penalty: 5330.977539
	Iteration 57Q: 3 clusters Score -8267580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8267582.500000 Penalty: 5330.977539
	Iteration 58Q: 3 clusters Score -8267582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8267591.000000 Penalty: 5330.977539
	Iteration 59Q: 3 clusters Score -8267591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8267582.000000 Penalty: 5330.977539
	Iteration 60F: 3 clusters Score -8267582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8267578.000000 Penalty: 5330.977539
	Iteration 61Q: 3 clusters Score -8267578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8267582.500000 Penalty: 5330.977539
	Iteration 62Q: 3 clusters Score -8267582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8267575.500000 Penalty: 5330.977539
	Iteration 63Q: 3 clusters Score -8267576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8267579.000000 Penalty: 5330.977539
	Iteration 64Q: 3 clusters Score -8267579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8267582.000000 Penalty: 5330.977539
	Iteration 65Q: 3 clusters Score -8267582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8267582.000000 Penalty: 5330.977539
	Iteration 66F: 3 clusters Score -8267582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Entering Unmasked Estep 
Score: -7460441.500000 Penalty: 2637.668213
	Iteration 0F: 2 clusters Score -7460442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -7432641.500000 Penalty: 5275.336426
	Iteration 0F: 3 clusters Score -7432642 nChanged 19020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -7442976.000000 Penalty: 5275.336426
	Iteration 1F: 3 clusters Score -7442976 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7443440.500000 Penalty: 5275.336426
	Iteration 2Q: 3 clusters Score -7443440 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7443874.500000 Penalty: 5275.336426
	Iteration 3Q: 3 clusters Score -7443874 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7444280.500000 Penalty: 5275.336426
	Iteration 4Q: 3 clusters Score -7444280 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -7444846.500000 Penalty: 5275.336426
	Iteration 5Q: 3 clusters Score -7444846 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -7445555.500000 Penalty: 5275.336426
	Iteration 6Q: 3 clusters Score -7445556 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -7446460.000000 Penalty: 5275.336426
	Iteration 7Q: 3 clusters Score -7446460 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -7447783.500000 Penalty: 5275.336426
	Iteration 8F: 3 clusters Score -7447784 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -7449572.000000 Penalty: 5275.336426
	Iteration 9F: 3 clusters Score -7449572 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -7451636.000000 Penalty: 5275.336426
	Iteration 10F: 3 clusters Score -7451636 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -7453414.500000 Penalty: 5275.336426
	Iteration 11F: 3 clusters Score -7453414 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -7454874.500000 Penalty: 5275.336426
	Iteration 12Q: 3 clusters Score -7454874 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7455804.500000 Penalty: 5275.336426
	Iteration 13Q: 3 clusters Score -7455804 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -7456496.000000 Penalty: 5275.336426
	Iteration 14Q: 3 clusters Score -7456496 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7456945.500000 Penalty: 5275.336426
	Iteration 15Q: 3 clusters Score -7456946 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -7457258.000000 Penalty: 5275.336426
	Iteration 16Q: 3 clusters Score -7457258 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7457498.000000 Penalty: 5275.336426
	Iteration 17Q: 3 clusters Score -7457498 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -7457655.500000 Penalty: 5275.336426
	Iteration 18Q: 3 clusters Score -7457656 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -7457755.500000 Penalty: 5275.336426
	Iteration 19Q: 3 clusters Score -7457756 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -7457863.000000 Penalty: 5275.336426
	Iteration 20F: 3 clusters Score -7457863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -7457911.000000 Penalty: 5275.336426
	Iteration 21Q: 3 clusters Score -7457911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7457956.000000 Penalty: 5275.336426
	Iteration 22Q: 3 clusters Score -7457956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -7458016.000000 Penalty: 5275.336426
	Iteration 23Q: 3 clusters Score -7458016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -7458048.500000 Penalty: 5275.336426
	Iteration 24Q: 3 clusters Score -7458048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -7458074.000000 Penalty: 5275.336426
	Iteration 25Q: 3 clusters Score -7458074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7458093.500000 Penalty: 5275.336426
	Iteration 26Q: 3 clusters Score -7458094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7458108.000000 Penalty: 5275.336426
	Iteration 27Q: 3 clusters Score -7458108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -7458115.000000 Penalty: 5275.336426
	Iteration 28Q: 3 clusters Score -7458115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -7458129.000000 Penalty: 5275.336426
	Iteration 29Q: 3 clusters Score -7458129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7458129.500000 Penalty: 5275.336426
	Iteration 30Q: 3 clusters Score -7458130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -7458140.000000 Penalty: 5275.336426
	Iteration 31Q: 3 clusters Score -7458140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -7458146.000000 Penalty: 5275.336426
	Iteration 32Q: 3 clusters Score -7458146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -7458151.500000 Penalty: 5275.336426
	Iteration 33Q: 3 clusters Score -7458152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -7458154.000000 Penalty: 5275.336426
	Iteration 34Q: 3 clusters Score -7458154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -7458158.000000 Penalty: 5275.336426
	Iteration 35Q: 3 clusters Score -7458158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7458157.500000 Penalty: 5275.336426
	Iteration 36Q: 3 clusters Score -7458158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -7458150.500000 Penalty: 5275.336426
	Iteration 37Q: 3 clusters Score -7458150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -7458156.000000 Penalty: 5275.336426
	Iteration 38Q: 3 clusters Score -7458156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -7458155.000000 Penalty: 5275.336426
	Iteration 39Q: 3 clusters Score -7458155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -7458158.500000 Penalty: 5275.336426
	Iteration 40F: 3 clusters Score -7458158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Entering Unmasked Estep 
Score: -7548097.000000 Penalty: 2639.071289
	Iteration 0F: 2 clusters Score -7548097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -7520291.000000 Penalty: 5278.142578
	Iteration 0F: 3 clusters Score -7520291 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7530599.500000 Penalty: 5278.142578
	Iteration 1F: 3 clusters Score -7530600 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -7531071.500000 Penalty: 5278.142578
	Iteration 2Q: 3 clusters Score -7531072 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -7531435.500000 Penalty: 5278.142578
	Iteration 3Q: 3 clusters Score -7531436 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -7531817.500000 Penalty: 5278.142578
	Iteration 4Q: 3 clusters Score -7531818 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -7532179.500000 Penalty: 5278.142578
	Iteration 5Q: 3 clusters Score -7532180 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -7532634.000000 Penalty: 5278.142578
	Iteration 6Q: 3 clusters Score -7532634 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -7533232.500000 Penalty: 5278.142578
	Iteration 7Q: 3 clusters Score -7533232 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -7534017.000000 Penalty: 5278.142578
	Iteration 8Q: 3 clusters Score -7534017 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -7535059.500000 Penalty: 5278.142578
	Iteration 9Q: 3 clusters Score -7535060 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -7536533.000000 Penalty: 5278.142578
	Iteration 10F: 3 clusters Score -7536533 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -7538424.000000 Penalty: 5278.142578
	Iteration 11F: 3 clusters Score -7538424 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -7540445.500000 Penalty: 5278.142578
	Iteration 12F: 3 clusters Score -7540446 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -7542251.500000 Penalty: 5278.142578
	Iteration 13F: 3 clusters Score -7542252 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7543559.500000 Penalty: 5278.142578
	Iteration 14Q: 3 clusters Score -7543560 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7544464.500000 Penalty: 5278.142578
	Iteration 15Q: 3 clusters Score -7544464 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7544949.000000 Penalty: 5278.142578
	Iteration 16Q: 3 clusters Score -7544949 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7545246.000000 Penalty: 5278.142578
	Iteration 17Q: 3 clusters Score -7545246 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7545464.500000 Penalty: 5278.142578
	Iteration 18Q: 3 clusters Score -7545464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7545572.500000 Penalty: 5278.142578
	Iteration 19Q: 3 clusters Score -7545572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7545667.000000 Penalty: 5278.142578
	Iteration 20F: 3 clusters Score -7545667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7545710.000000 Penalty: 5278.142578
	Iteration 21Q: 3 clusters Score -7545710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7545759.000000 Penalty: 5278.142578
	Iteration 22Q: 3 clusters Score -7545759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7545788.000000 Penalty: 5278.142578
	Iteration 23Q: 3 clusters Score -7545788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7545809.000000 Penalty: 5278.142578
	Iteration 24Q: 3 clusters Score -7545809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7545831.000000 Penalty: 5278.142578
	Iteration 25Q: 3 clusters Score -7545831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7545841.500000 Penalty: 5278.142578
	Iteration 26Q: 3 clusters Score -7545842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7545853.000000 Penalty: 5278.142578
	Iteration 27Q: 3 clusters Score -7545853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7545857.000000 Penalty: 5278.142578
	Iteration 28Q: 3 clusters Score -7545857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7545861.500000 Penalty: 5278.142578
	Iteration 29Q: 3 clusters Score -7545862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7545861.500000 Penalty: 5278.142578
	Iteration 30F: 3 clusters Score -7545862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Entering Unmasked Estep 
Score: -3074717.500000 Penalty: 2416.037109
	Iteration 0F: 2 clusters Score -3074718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3062588.000000 Penalty: 4832.074219
	Iteration 0F: 3 clusters Score -3062588 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3066414.000000 Penalty: 4832.074219
	Iteration 1F: 3 clusters Score -3066414 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3066724.500000 Penalty: 4832.074219
	Iteration 2Q: 3 clusters Score -3066724 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3066977.500000 Penalty: 4832.074219
	Iteration 3Q: 3 clusters Score -3066978 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3067202.750000 Penalty: 4832.074219
	Iteration 4Q: 3 clusters Score -3067203 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3067443.500000 Penalty: 4832.074219
	Iteration 5Q: 3 clusters Score -3067444 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3067669.000000 Penalty: 4832.074219
	Iteration 6Q: 3 clusters Score -3067669 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3067963.250000 Penalty: 4832.074219
	Iteration 7Q: 3 clusters Score -3067963 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3068346.250000 Penalty: 4832.074219
	Iteration 8Q: 3 clusters Score -3068346 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3068878.750000 Penalty: 4832.074219
	Iteration 9F: 3 clusters Score -3068879 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3069558.750000 Penalty: 4832.074219
	Iteration 10F: 3 clusters Score -3069559 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3070347.750000 Penalty: 4832.074219
	Iteration 11F: 3 clusters Score -3070348 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3071074.500000 Penalty: 4832.074219
	Iteration 12Q: 3 clusters Score -3071074 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3071631.750000 Penalty: 4832.074219
	Iteration 13Q: 3 clusters Score -3071632 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3072029.250000 Penalty: 4832.074219
	Iteration 14Q: 3 clusters Score -3072029 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3072284.000000 Penalty: 4832.074219
	Iteration 15Q: 3 clusters Score -3072284 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3072415.500000 Penalty: 4832.074219
	Iteration 16Q: 3 clusters Score -3072416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3072480.250000 Penalty: 4832.074219
	Iteration 17Q: 3 clusters Score -3072480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3072513.000000 Penalty: 4832.074219
	Iteration 18Q: 3 clusters Score -3072513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3072526.000000 Penalty: 4832.074219
	Iteration 19Q: 3 clusters Score -3072526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3072544.500000 Penalty: 4832.074219
	Iteration 20F: 3 clusters Score -3072544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3072564.750000 Penalty: 4832.074219
	Iteration 21Q: 3 clusters Score -3072565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3072580.750000 Penalty: 4832.074219
	Iteration 22Q: 3 clusters Score -3072581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3072585.500000 Penalty: 4832.074219
	Iteration 23Q: 3 clusters Score -3072586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3072591.750000 Penalty: 4832.074219
	Iteration 24Q: 3 clusters Score -3072592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3072591.750000 Penalty: 4832.074219
	Iteration 25F: 3 clusters Score -3072592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Entering Unmasked Estep 
Score: -1064036.000000 Penalty: 2160.397217
	Iteration 0F: 2 clusters Score -1064036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1058852.125000 Penalty: 4320.794434
	Iteration 0F: 3 clusters Score -1058852 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1060267.875000 Penalty: 4320.794434
	Iteration 1F: 3 clusters Score -1060268 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1060576.375000 Penalty: 4320.794434
	Iteration 2F: 3 clusters Score -1060576 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1060785.375000 Penalty: 4320.794434
	Iteration 3F: 3 clusters Score -1060785 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1060963.125000 Penalty: 4320.794434
	Iteration 4Q: 3 clusters Score -1060963 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1061126.375000 Penalty: 4320.794434
	Iteration 5Q: 3 clusters Score -1061126 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1061269.625000 Penalty: 4320.794434
	Iteration 6Q: 3 clusters Score -1061270 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1061444.875000 Penalty: 4320.794434
	Iteration 7Q: 3 clusters Score -1061445 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1061593.500000 Penalty: 4320.794434
	Iteration 8Q: 3 clusters Score -1061594 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1061752.000000 Penalty: 4320.794434
	Iteration 9Q: 3 clusters Score -1061752 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1061907.875000 Penalty: 4320.794434
	Iteration 10Q: 3 clusters Score -1061908 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1062071.875000 Penalty: 4320.794434
	Iteration 11Q: 3 clusters Score -1062072 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1062223.750000 Penalty: 4320.794434
	Iteration 12Q: 3 clusters Score -1062224 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1062357.750000 Penalty: 4320.794434
	Iteration 13Q: 3 clusters Score -1062358 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1062457.625000 Penalty: 4320.794434
	Iteration 14Q: 3 clusters Score -1062458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1062530.875000 Penalty: 4320.794434
	Iteration 15Q: 3 clusters Score -1062531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1062578.875000 Penalty: 4320.794434
	Iteration 16Q: 3 clusters Score -1062579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1062616.250000 Penalty: 4320.794434
	Iteration 17Q: 3 clusters Score -1062616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1062648.625000 Penalty: 4320.794434
	Iteration 18Q: 3 clusters Score -1062649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1062679.250000 Penalty: 4320.794434
	Iteration 19Q: 3 clusters Score -1062679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1062701.500000 Penalty: 4320.794434
	Iteration 20F: 3 clusters Score -1062702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1062713.250000 Penalty: 4320.794434
	Iteration 21Q: 3 clusters Score -1062713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1062725.625000 Penalty: 4320.794434
	Iteration 22Q: 3 clusters Score -1062726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1062739.000000 Penalty: 4320.794434
	Iteration 23Q: 3 clusters Score -1062739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1062745.125000 Penalty: 4320.794434
	Iteration 24Q: 3 clusters Score -1062745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1062748.750000 Penalty: 4320.794434
	Iteration 25Q: 3 clusters Score -1062749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1062750.625000 Penalty: 4320.794434
	Iteration 26Q: 3 clusters Score -1062751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1062749.375000 Penalty: 4320.794434
	Iteration 27Q: 3 clusters Score -1062749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1062750.750000 Penalty: 4320.794434
	Iteration 28Q: 3 clusters Score -1062751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1062753.000000 Penalty: 4320.794434
	Iteration 29Q: 3 clusters Score -1062753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1062753.750000 Penalty: 4320.794434
	Iteration 30Q: 3 clusters Score -1062754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1062754.625000 Penalty: 4320.794434
	Iteration 31Q: 3 clusters Score -1062755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1062756.000000 Penalty: 4320.794434
	Iteration 32Q: 3 clusters Score -1062756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1062756.250000 Penalty: 4320.794434
	Iteration 33Q: 3 clusters Score -1062756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1062759.125000 Penalty: 4320.794434
	Iteration 34Q: 3 clusters Score -1062759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1062760.500000 Penalty: 4320.794434
	Iteration 35Q: 3 clusters Score -1062760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1062762.250000 Penalty: 4320.794434
	Iteration 36Q: 3 clusters Score -1062762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1062763.375000 Penalty: 4320.794434
	Iteration 37Q: 3 clusters Score -1062763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1062764.875000 Penalty: 4320.794434
	Iteration 38Q: 3 clusters Score -1062765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1062768.125000 Penalty: 4320.794434
	Iteration 39Q: 3 clusters Score -1062768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1062769.500000 Penalty: 4320.794434
	Iteration 40F: 3 clusters Score -1062770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1062771.500000 Penalty: 4320.794434
	Iteration 41Q: 3 clusters Score -1062772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1062771.875000 Penalty: 4320.794434
	Iteration 42Q: 3 clusters Score -1062772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1062771.875000 Penalty: 4320.794434
	Iteration 43F: 3 clusters Score -1062772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (42236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Entering Unmasked Estep 
Score: -7517265.500000 Penalty: 2641.455078
	Iteration 0F: 2 clusters Score -7517266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7489320.500000 Penalty: 5282.910156
	Iteration 0F: 3 clusters Score -7489320 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -7499813.000000 Penalty: 5282.910156
	Iteration 1F: 3 clusters Score -7499813 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -7500530.000000 Penalty: 5282.910156
	Iteration 2Q: 3 clusters Score -7500530 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -7501324.500000 Penalty: 5282.910156
	Iteration 3Q: 3 clusters Score -7501324 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -7502571.500000 Penalty: 5282.910156
	Iteration 4F: 3 clusters Score -7502572 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -7504271.500000 Penalty: 5282.910156
	Iteration 5F: 3 clusters Score -7504272 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -7506720.500000 Penalty: 5282.910156
	Iteration 6F: 3 clusters Score -7506720 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -7509330.000000 Penalty: 5282.910156
	Iteration 7F: 3 clusters Score -7509330 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -7511719.500000 Penalty: 5282.910156
	Iteration 8F: 3 clusters Score -7511720 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -7513603.000000 Penalty: 5282.910156
	Iteration 9Q: 3 clusters Score -7513603 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -7514340.000000 Penalty: 5282.910156
	Iteration 10Q: 3 clusters Score -7514340 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7514614.000000 Penalty: 5282.910156
	Iteration 11Q: 3 clusters Score -7514614 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -7514713.500000 Penalty: 5282.910156
	Iteration 12Q: 3 clusters Score -7514714 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -7514792.500000 Penalty: 5282.910156
	Iteration 13Q: 3 clusters Score -7514792 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -7514848.500000 Penalty: 5282.910156
	Iteration 14Q: 3 clusters Score -7514848 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -7514881.000000 Penalty: 5282.910156
	Iteration 15Q: 3 clusters Score -7514881 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -7514928.500000 Penalty: 5282.910156
	Iteration 16Q: 3 clusters Score -7514928 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -7514962.000000 Penalty: 5282.910156
	Iteration 17Q: 3 clusters Score -7514962 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -7514991.500000 Penalty: 5282.910156
	Iteration 18Q: 3 clusters Score -7514992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -7515000.500000 Penalty: 5282.910156
	Iteration 19Q: 3 clusters Score -7515000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -7515023.500000 Penalty: 5282.910156
	Iteration 20F: 3 clusters Score -7515024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7515016.000000 Penalty: 5282.910156
	Iteration 21Q: 3 clusters Score -7515016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -7515027.000000 Penalty: 5282.910156
	Iteration 22Q: 3 clusters Score -7515027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -7515057.500000 Penalty: 5282.910156
	Iteration 23Q: 3 clusters Score -7515058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -7515070.500000 Penalty: 5282.910156
	Iteration 24Q: 3 clusters Score -7515070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -7515092.000000 Penalty: 5282.910156
	Iteration 25Q: 3 clusters Score -7515092 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7515097.500000 Penalty: 5282.910156
	Iteration 26Q: 3 clusters Score -7515098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7515129.000000 Penalty: 5282.910156
	Iteration 27Q: 3 clusters Score -7515129 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -7515145.000000 Penalty: 5282.910156
	Iteration 28Q: 3 clusters Score -7515145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -7515155.500000 Penalty: 5282.910156
	Iteration 29Q: 3 clusters Score -7515156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -7515164.000000 Penalty: 5282.910156
	Iteration 30Q: 3 clusters Score -7515164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -7515181.000000 Penalty: 5282.910156
	Iteration 31Q: 3 clusters Score -7515181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -7515194.500000 Penalty: 5282.910156
	Iteration 32Q: 3 clusters Score -7515194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -7515191.500000 Penalty: 5282.910156
	Iteration 33Q: 3 clusters Score -7515192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -7515190.500000 Penalty: 5282.910156
	Iteration 34Q: 3 clusters Score -7515190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7515194.000000 Penalty: 5282.910156
	Iteration 35Q: 3 clusters Score -7515194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -7515203.500000 Penalty: 5282.910156
	Iteration 36Q: 3 clusters Score -7515204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -7515214.500000 Penalty: 5282.910156
	Iteration 37Q: 3 clusters Score -7515214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -7515216.000000 Penalty: 5282.910156
	Iteration 38Q: 3 clusters Score -7515216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -7515218.000000 Penalty: 5282.910156
	Iteration 39Q: 3 clusters Score -7515218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -7515218.000000 Penalty: 5282.910156
	Iteration 40F: 3 clusters Score -7515218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -7515212.500000 Penalty: 5282.910156
	Iteration 41Q: 3 clusters Score -7515212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -7515215.500000 Penalty: 5282.910156
	Iteration 42Q: 3 clusters Score -7515216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -7515217.000000 Penalty: 5282.910156
	Iteration 43Q: 3 clusters Score -7515217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7515217.500000 Penalty: 5282.910156
	Iteration 44Q: 3 clusters Score -7515218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -7515224.500000 Penalty: 5282.910156
	Iteration 45Q: 3 clusters Score -7515224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -7515232.000000 Penalty: 5282.910156
	Iteration 46Q: 3 clusters Score -7515232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7515232.500000 Penalty: 5282.910156
	Iteration 47Q: 3 clusters Score -7515232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7515234.500000 Penalty: 5282.910156
	Iteration 48Q: 3 clusters Score -7515234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7515243.000000 Penalty: 5282.910156
	Iteration 49Q: 3 clusters Score -7515243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -7515226.500000 Penalty: 5282.910156
	Iteration 50Q: 3 clusters Score -7515226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7515232.000000 Penalty: 5282.910156
	Iteration 51Q: 3 clusters Score -7515232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -7515237.000000 Penalty: 5282.910156
	Iteration 52Q: 3 clusters Score -7515237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7515242.000000 Penalty: 5282.910156
	Iteration 53Q: 3 clusters Score -7515242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7515245.500000 Penalty: 5282.910156
	Iteration 54Q: 3 clusters Score -7515246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -7515237.000000 Penalty: 5282.910156
	Iteration 55Q: 3 clusters Score -7515237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7515241.000000 Penalty: 5282.910156
	Iteration 56Q: 3 clusters Score -7515241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -7515241.500000 Penalty: 5282.910156
	Iteration 57Q: 3 clusters Score -7515242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7515240.500000 Penalty: 5282.910156
	Iteration 58Q: 3 clusters Score -7515240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7515240.500000 Penalty: 5282.910156
	Iteration 59F: 3 clusters Score -7515240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Entering Unmasked Estep 
Score: -8275750.000000 Penalty: 2661.123047
	Iteration 0F: 2 clusters Score -8275750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8246498.500000 Penalty: 5322.246094
	Iteration 0F: 3 clusters Score -8246498 nChanged 20953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -8257633.000000 Penalty: 5322.246094
	Iteration 1F: 3 clusters Score -8257633 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8258115.500000 Penalty: 5322.246094
	Iteration 2Q: 3 clusters Score -8258116 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -8258563.000000 Penalty: 5322.246094
	Iteration 3Q: 3 clusters Score -8258563 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -8259224.500000 Penalty: 5322.246094
	Iteration 4Q: 3 clusters Score -8259224 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -8260107.000000 Penalty: 5322.246094
	Iteration 5Q: 3 clusters Score -8260107 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8261519.500000 Penalty: 5322.246094
	Iteration 6F: 3 clusters Score -8261520 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -8263770.500000 Penalty: 5322.246094
	Iteration 7F: 3 clusters Score -8263770 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8266751.000000 Penalty: 5322.246094
	Iteration 8F: 3 clusters Score -8266751 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8269879.000000 Penalty: 5322.246094
	Iteration 9F: 3 clusters Score -8269879 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8271903.000000 Penalty: 5322.246094
	Iteration 10F: 3 clusters Score -8271903 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8272852.500000 Penalty: 5322.246094
	Iteration 11Q: 3 clusters Score -8272852 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -8273149.500000 Penalty: 5322.246094
	Iteration 12Q: 3 clusters Score -8273150 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -8273300.000000 Penalty: 5322.246094
	Iteration 13Q: 3 clusters Score -8273300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8273358.000000 Penalty: 5322.246094
	Iteration 14Q: 3 clusters Score -8273358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8273397.500000 Penalty: 5322.246094
	Iteration 15Q: 3 clusters Score -8273398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8273409.500000 Penalty: 5322.246094
	Iteration 16Q: 3 clusters Score -8273410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8273434.500000 Penalty: 5322.246094
	Iteration 17Q: 3 clusters Score -8273434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8273451.500000 Penalty: 5322.246094
	Iteration 18Q: 3 clusters Score -8273452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8273469.000000 Penalty: 5322.246094
	Iteration 19Q: 3 clusters Score -8273469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8273475.000000 Penalty: 5322.246094
	Iteration 20F: 3 clusters Score -8273475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8273476.000000 Penalty: 5322.246094
	Iteration 21Q: 3 clusters Score -8273476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -8273485.000000 Penalty: 5322.246094
	Iteration 22Q: 3 clusters Score -8273485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -8273485.000000 Penalty: 5322.246094
	Iteration 23Q: 3 clusters Score -8273485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8273489.500000 Penalty: 5322.246094
	Iteration 24Q: 3 clusters Score -8273490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8273495.500000 Penalty: 5322.246094
	Iteration 25Q: 3 clusters Score -8273496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8273495.500000 Penalty: 5322.246094
	Iteration 26F: 3 clusters Score -8273496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (43207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Entering Unmasked Estep 
Score: -7914356.500000 Penalty: 2647.091797
	Iteration 0F: 2 clusters Score -7914356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -7886734.500000 Penalty: 5294.183594
	Iteration 0F: 3 clusters Score -7886734 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -7897558.000000 Penalty: 5294.183594
	Iteration 1F: 3 clusters Score -7897558 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -7897983.000000 Penalty: 5294.183594
	Iteration 2Q: 3 clusters Score -7897983 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -7898368.000000 Penalty: 5294.183594
	Iteration 3Q: 3 clusters Score -7898368 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -7898700.000000 Penalty: 5294.183594
	Iteration 4Q: 3 clusters Score -7898700 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -7899034.000000 Penalty: 5294.183594
	Iteration 5Q: 3 clusters Score -7899034 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -7899360.500000 Penalty: 5294.183594
	Iteration 6Q: 3 clusters Score -7899360 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -7899725.500000 Penalty: 5294.183594
	Iteration 7Q: 3 clusters Score -7899726 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -7900186.000000 Penalty: 5294.183594
	Iteration 8Q: 3 clusters Score -7900186 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -7900866.500000 Penalty: 5294.183594
	Iteration 9Q: 3 clusters Score -7900866 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -7901761.000000 Penalty: 5294.183594
	Iteration 10Q: 3 clusters Score -7901761 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -7903055.500000 Penalty: 5294.183594
	Iteration 11Q: 3 clusters Score -7903056 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -7904726.000000 Penalty: 5294.183594
	Iteration 12F: 3 clusters Score -7904726 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -7906580.500000 Penalty: 5294.183594
	Iteration 13F: 3 clusters Score -7906580 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7908388.500000 Penalty: 5294.183594
	Iteration 14F: 3 clusters Score -7908388 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7909764.500000 Penalty: 5294.183594
	Iteration 15Q: 3 clusters Score -7909764 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7910781.500000 Penalty: 5294.183594
	Iteration 16Q: 3 clusters Score -7910782 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7911504.000000 Penalty: 5294.183594
	Iteration 17Q: 3 clusters Score -7911504 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7912061.000000 Penalty: 5294.183594
	Iteration 18Q: 3 clusters Score -7912061 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -7912575.500000 Penalty: 5294.183594
	Iteration 19Q: 3 clusters Score -7912576 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -7912986.500000 Penalty: 5294.183594
	Iteration 20F: 3 clusters Score -7912986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -7913375.000000 Penalty: 5294.183594
	Iteration 21Q: 3 clusters Score -7913375 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -7913700.000000 Penalty: 5294.183594
	Iteration 22Q: 3 clusters Score -7913700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -7913997.500000 Penalty: 5294.183594
	Iteration 23Q: 3 clusters Score -7913998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -7914212.500000 Penalty: 5294.183594
	Iteration 24Q: 3 clusters Score -7914212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -7914424.000000 Penalty: 5294.183594
	Iteration 25Q: 3 clusters Score -7914424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -7914605.000000 Penalty: 5294.183594
	Iteration 26Q: 3 clusters Score -7914605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -7914732.000000 Penalty: 5294.183594
	Iteration 27Q: 3 clusters Score -7914732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -7914807.500000 Penalty: 5294.183594
	Iteration 28Q: 3 clusters Score -7914808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -7914853.500000 Penalty: 5294.183594
	Iteration 29Q: 3 clusters Score -7914854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -7914873.000000 Penalty: 5294.183594
	Iteration 30Q: 3 clusters Score -7914873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -7914871.500000 Penalty: 5294.183594
	Iteration 31Q: 3 clusters Score -7914872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -7914892.500000 Penalty: 5294.183594
	Iteration 32F: 3 clusters Score -7914892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -7914914.000000 Penalty: 5294.183594
	Iteration 33Q: 3 clusters Score -7914914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -7914928.500000 Penalty: 5294.183594
	Iteration 34Q: 3 clusters Score -7914928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -7914938.500000 Penalty: 5294.183594
	Iteration 35Q: 3 clusters Score -7914938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -7914941.500000 Penalty: 5294.183594
	Iteration 36Q: 3 clusters Score -7914942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -7914949.500000 Penalty: 5294.183594
	Iteration 37F: 3 clusters Score -7914950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -7914964.000000 Penalty: 5294.183594
	Iteration 38Q: 3 clusters Score -7914964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -7914976.000000 Penalty: 5294.183594
	Iteration 39Q: 3 clusters Score -7914976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -7914976.500000 Penalty: 5294.183594
	Iteration 40F: 3 clusters Score -7914976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -7914984.500000 Penalty: 5294.183594
	Iteration 41Q: 3 clusters Score -7914984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -7914994.000000 Penalty: 5294.183594
	Iteration 42Q: 3 clusters Score -7914994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -7914994.000000 Penalty: 5294.183594
	Iteration 43F: 3 clusters Score -7914994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 48926 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 45145 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44604 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38711 members 
Mstep: Class 26 contains 8636 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41596 members 
Mstep: Class 29 contains 41832 members 
Mstep: Class 30 contains 17019 members 
Mstep: Class 31 contains 6071 members 
Mstep: Class 32 contains 42236 members 
Mstep: Class 33 contains 45722 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8334 members 
Mstep: Class 37 contains 38244 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43131 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43329 members 
Mstep: Class 44 contains 47250 members 
Mstep: Class 45 contains 42910 members 
Entering Unmasked Estep 
Score: -196428608.000000 Penalty: 155465.468750
Splitting cluster 34 changes total score from -196429216.000000 to -196428608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (43344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Entering Unmasked Estep 
Score: -7734915.000000 Penalty: 2647.877197
	Iteration 0F: 2 clusters Score -7734915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -7706029.500000 Penalty: 5295.754395
	Iteration 0F: 3 clusters Score -7706030 nChanged 19906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -7716938.500000 Penalty: 5295.754395
	Iteration 1F: 3 clusters Score -7716938 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -7717703.500000 Penalty: 5295.754395
	Iteration 2Q: 3 clusters Score -7717704 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -7718522.000000 Penalty: 5295.754395
	Iteration 3Q: 3 clusters Score -7718522 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -7719747.500000 Penalty: 5295.754395
	Iteration 4F: 3 clusters Score -7719748 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -7721668.000000 Penalty: 5295.754395
	Iteration 5F: 3 clusters Score -7721668 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -7724488.500000 Penalty: 5295.754395
	Iteration 6F: 3 clusters Score -7724488 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -7727613.000000 Penalty: 5295.754395
	Iteration 7F: 3 clusters Score -7727613 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7730236.000000 Penalty: 5295.754395
	Iteration 8F: 3 clusters Score -7730236 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7731746.000000 Penalty: 5295.754395
	Iteration 9Q: 3 clusters Score -7731746 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7732393.000000 Penalty: 5295.754395
	Iteration 10Q: 3 clusters Score -7732393 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7732670.000000 Penalty: 5295.754395
	Iteration 11Q: 3 clusters Score -7732670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7732782.000000 Penalty: 5295.754395
	Iteration 12Q: 3 clusters Score -7732782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7732856.000000 Penalty: 5295.754395
	Iteration 13Q: 3 clusters Score -7732856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7732890.000000 Penalty: 5295.754395
	Iteration 14Q: 3 clusters Score -7732890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7732908.000000 Penalty: 5295.754395
	Iteration 15Q: 3 clusters Score -7732908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7732929.000000 Penalty: 5295.754395
	Iteration 16Q: 3 clusters Score -7732929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7732935.500000 Penalty: 5295.754395
	Iteration 17Q: 3 clusters Score -7732936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7732943.500000 Penalty: 5295.754395
	Iteration 18Q: 3 clusters Score -7732944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7732948.500000 Penalty: 5295.754395
	Iteration 19Q: 3 clusters Score -7732948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7732966.000000 Penalty: 5295.754395
	Iteration 20F: 3 clusters Score -7732966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7732973.000000 Penalty: 5295.754395
	Iteration 21Q: 3 clusters Score -7732973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7732967.500000 Penalty: 5295.754395
	Iteration 22Q: 3 clusters Score -7732968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7732968.500000 Penalty: 5295.754395
	Iteration 23Q: 3 clusters Score -7732968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7732985.000000 Penalty: 5295.754395
	Iteration 24Q: 3 clusters Score -7732985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7732987.000000 Penalty: 5295.754395
	Iteration 25Q: 3 clusters Score -7732987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7733003.000000 Penalty: 5295.754395
	Iteration 26Q: 3 clusters Score -7733003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7733013.000000 Penalty: 5295.754395
	Iteration 27Q: 3 clusters Score -7733013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7733018.500000 Penalty: 5295.754395
	Iteration 28Q: 3 clusters Score -7733018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7733018.500000 Penalty: 5295.754395
	Iteration 29F: 3 clusters Score -7733018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -1404121.000000 Penalty: 2238.968506
	Iteration 0F: 2 clusters Score -1404121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1397506.125000 Penalty: 4477.937012
	Iteration 0F: 3 clusters Score -1397506 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1399391.000000 Penalty: 4477.937012
	Iteration 1F: 3 clusters Score -1399391 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1399810.750000 Penalty: 4477.937012
	Iteration 2F: 3 clusters Score -1399811 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1400210.375000 Penalty: 4477.937012
	Iteration 3F: 3 clusters Score -1400210 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1400580.875000 Penalty: 4477.937012
	Iteration 4F: 3 clusters Score -1400581 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1400908.750000 Penalty: 4477.937012
	Iteration 5F: 3 clusters Score -1400909 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1401200.000000 Penalty: 4477.937012
	Iteration 6Q: 3 clusters Score -1401200 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1401461.750000 Penalty: 4477.937012
	Iteration 7Q: 3 clusters Score -1401462 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1401697.500000 Penalty: 4477.937012
	Iteration 8Q: 3 clusters Score -1401698 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1401878.500000 Penalty: 4477.937012
	Iteration 9Q: 3 clusters Score -1401878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1402021.875000 Penalty: 4477.937012
	Iteration 10Q: 3 clusters Score -1402022 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1402131.000000 Penalty: 4477.937012
	Iteration 11Q: 3 clusters Score -1402131 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1402224.500000 Penalty: 4477.937012
	Iteration 12Q: 3 clusters Score -1402224 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1402308.750000 Penalty: 4477.937012
	Iteration 13Q: 3 clusters Score -1402309 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1402377.750000 Penalty: 4477.937012
	Iteration 14Q: 3 clusters Score -1402378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1402431.375000 Penalty: 4477.937012
	Iteration 15Q: 3 clusters Score -1402431 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1402495.250000 Penalty: 4477.937012
	Iteration 16Q: 3 clusters Score -1402495 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1402574.250000 Penalty: 4477.937012
	Iteration 17Q: 3 clusters Score -1402574 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1402647.000000 Penalty: 4477.937012
	Iteration 18Q: 3 clusters Score -1402647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1402703.500000 Penalty: 4477.937012
	Iteration 19Q: 3 clusters Score -1402704 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1402758.250000 Penalty: 4477.937012
	Iteration 20F: 3 clusters Score -1402758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1402799.625000 Penalty: 4477.937012
	Iteration 21Q: 3 clusters Score -1402800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1402836.625000 Penalty: 4477.937012
	Iteration 22Q: 3 clusters Score -1402837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1402860.750000 Penalty: 4477.937012
	Iteration 23Q: 3 clusters Score -1402861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1402893.250000 Penalty: 4477.937012
	Iteration 24Q: 3 clusters Score -1402893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1402943.500000 Penalty: 4477.937012
	Iteration 25Q: 3 clusters Score -1402944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1402987.500000 Penalty: 4477.937012
	Iteration 26Q: 3 clusters Score -1402988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1403020.000000 Penalty: 4477.937012
	Iteration 27Q: 3 clusters Score -1403020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1403052.000000 Penalty: 4477.937012
	Iteration 28Q: 3 clusters Score -1403052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1403088.625000 Penalty: 4477.937012
	Iteration 29Q: 3 clusters Score -1403089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1403125.000000 Penalty: 4477.937012
	Iteration 30Q: 3 clusters Score -1403125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1403174.625000 Penalty: 4477.937012
	Iteration 31Q: 3 clusters Score -1403175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1403212.000000 Penalty: 4477.937012
	Iteration 32Q: 3 clusters Score -1403212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1403246.625000 Penalty: 4477.937012
	Iteration 33Q: 3 clusters Score -1403247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1403309.250000 Penalty: 4477.937012
	Iteration 34Q: 3 clusters Score -1403309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1403380.750000 Penalty: 4477.937012
	Iteration 35Q: 3 clusters Score -1403381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1403405.500000 Penalty: 4477.937012
	Iteration 36Q: 3 clusters Score -1403406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1403420.375000 Penalty: 4477.937012
	Iteration 37Q: 3 clusters Score -1403420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1403426.500000 Penalty: 4477.937012
	Iteration 38Q: 3 clusters Score -1403426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1403428.375000 Penalty: 4477.937012
	Iteration 39Q: 3 clusters Score -1403428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1403429.875000 Penalty: 4477.937012
	Iteration 40F: 3 clusters Score -1403430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1403430.250000 Penalty: 4477.937012
	Iteration 41Q: 3 clusters Score -1403430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1403429.750000 Penalty: 4477.937012
	Iteration 42Q: 3 clusters Score -1403430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1403432.000000 Penalty: 4477.937012
	Iteration 43Q: 3 clusters Score -1403432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1403431.000000 Penalty: 4477.937012
	Iteration 44Q: 3 clusters Score -1403431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1403431.000000 Penalty: 4477.937012
	Iteration 45F: 3 clusters Score -1403431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Entering Unmasked Estep 
Score: -6825271.000000 Penalty: 2616.832031
	Iteration 0F: 2 clusters Score -6825271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -6799407.000000 Penalty: 5233.664062
	Iteration 0F: 3 clusters Score -6799407 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -6809068.500000 Penalty: 5233.664062
	Iteration 1F: 3 clusters Score -6809068 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -6809595.500000 Penalty: 5233.664062
	Iteration 2Q: 3 clusters Score -6809596 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6810083.500000 Penalty: 5233.664062
	Iteration 3Q: 3 clusters Score -6810084 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -6810593.500000 Penalty: 5233.664062
	Iteration 4Q: 3 clusters Score -6810594 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -6811198.000000 Penalty: 5233.664062
	Iteration 5Q: 3 clusters Score -6811198 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -6812001.500000 Penalty: 5233.664062
	Iteration 6Q: 3 clusters Score -6812002 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -6813122.000000 Penalty: 5233.664062
	Iteration 7F: 3 clusters Score -6813122 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -6814811.000000 Penalty: 5233.664062
	Iteration 8F: 3 clusters Score -6814811 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -6816868.500000 Penalty: 5233.664062
	Iteration 9F: 3 clusters Score -6816868 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6819056.500000 Penalty: 5233.664062
	Iteration 10F: 3 clusters Score -6819056 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6820860.500000 Penalty: 5233.664062
	Iteration 11F: 3 clusters Score -6820860 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6821880.500000 Penalty: 5233.664062
	Iteration 12Q: 3 clusters Score -6821880 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6822379.000000 Penalty: 5233.664062
	Iteration 13Q: 3 clusters Score -6822379 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6822612.500000 Penalty: 5233.664062
	Iteration 14Q: 3 clusters Score -6822612 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6822728.500000 Penalty: 5233.664062
	Iteration 15Q: 3 clusters Score -6822728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6822804.000000 Penalty: 5233.664062
	Iteration 16Q: 3 clusters Score -6822804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6822837.500000 Penalty: 5233.664062
	Iteration 17Q: 3 clusters Score -6822838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6822858.000000 Penalty: 5233.664062
	Iteration 18Q: 3 clusters Score -6822858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6822871.500000 Penalty: 5233.664062
	Iteration 19Q: 3 clusters Score -6822872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6822879.500000 Penalty: 5233.664062
	Iteration 20F: 3 clusters Score -6822880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6822899.000000 Penalty: 5233.664062
	Iteration 21Q: 3 clusters Score -6822899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6822907.000000 Penalty: 5233.664062
	Iteration 22Q: 3 clusters Score -6822907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6822917.000000 Penalty: 5233.664062
	Iteration 23Q: 3 clusters Score -6822917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6822927.000000 Penalty: 5233.664062
	Iteration 24Q: 3 clusters Score -6822927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6822927.000000 Penalty: 5233.664062
	Iteration 25Q: 3 clusters Score -6822927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6822933.000000 Penalty: 5233.664062
	Iteration 26Q: 3 clusters Score -6822933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6822935.500000 Penalty: 5233.664062
	Iteration 27Q: 3 clusters Score -6822936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6822948.000000 Penalty: 5233.664062
	Iteration 28Q: 3 clusters Score -6822948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6822953.500000 Penalty: 5233.664062
	Iteration 29Q: 3 clusters Score -6822954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6822958.000000 Penalty: 5233.664062
	Iteration 30Q: 3 clusters Score -6822958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6822961.000000 Penalty: 5233.664062
	Iteration 31Q: 3 clusters Score -6822961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6822970.000000 Penalty: 5233.664062
	Iteration 32Q: 3 clusters Score -6822970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6822970.500000 Penalty: 5233.664062
	Iteration 33Q: 3 clusters Score -6822970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6822976.500000 Penalty: 5233.664062
	Iteration 34Q: 3 clusters Score -6822976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6822979.500000 Penalty: 5233.664062
	Iteration 35Q: 3 clusters Score -6822980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6822987.500000 Penalty: 5233.664062
	Iteration 36Q: 3 clusters Score -6822988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6822987.500000 Penalty: 5233.664062
	Iteration 37F: 3 clusters Score -6822988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -44004.917969 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -44004.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42817.113281 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -42817.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43004.820312 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -43004.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43112.058594 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -43112.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43130.582031 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -43130.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43135.546875 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -43135.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43135.546875 Penalty: 2794.855469
	Iteration 5F: 3 clusters Score -43135.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -194758.984375 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -194759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -192748.359375 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -192748.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -193075.093750 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -193075.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -193157.796875 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -193157.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -193191.828125 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -193191.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -193207.046875 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -193207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -193213.625000 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -193213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -193217.031250 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -193217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -193227.937500 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -193227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -193235.718750 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -193235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -193238.140625 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -193238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -193239.593750 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -193239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -193240.156250 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -193240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -193240.156250 Penalty: 3492.540283
	Iteration 12F: 3 clusters Score -193240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Entering Unmasked Estep 
Score: -7768946.000000 Penalty: 2646.655273
	Iteration 0F: 2 clusters Score -7768946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -7740434.500000 Penalty: 5293.310547
	Iteration 0F: 3 clusters Score -7740434 nChanged 19903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -7751494.500000 Penalty: 5293.310547
	Iteration 1F: 3 clusters Score -7751494 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -7751948.000000 Penalty: 5293.310547
	Iteration 2Q: 3 clusters Score -7751948 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -7752354.500000 Penalty: 5293.310547
	Iteration 3Q: 3 clusters Score -7752354 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -7752693.000000 Penalty: 5293.310547
	Iteration 4Q: 3 clusters Score -7752693 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -7753076.000000 Penalty: 5293.310547
	Iteration 5Q: 3 clusters Score -7753076 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7753455.000000 Penalty: 5293.310547
	Iteration 6Q: 3 clusters Score -7753455 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -7753991.000000 Penalty: 5293.310547
	Iteration 7Q: 3 clusters Score -7753991 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7754456.000000 Penalty: 5293.310547
	Iteration 8Q: 3 clusters Score -7754456 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -7755107.500000 Penalty: 5293.310547
	Iteration 9Q: 3 clusters Score -7755108 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -7755790.000000 Penalty: 5293.310547
	Iteration 10Q: 3 clusters Score -7755790 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -7756597.500000 Penalty: 5293.310547
	Iteration 11Q: 3 clusters Score -7756598 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -7757419.000000 Penalty: 5293.310547
	Iteration 12Q: 3 clusters Score -7757419 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -7758330.500000 Penalty: 5293.310547
	Iteration 13Q: 3 clusters Score -7758330 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -7759382.500000 Penalty: 5293.310547
	Iteration 14Q: 3 clusters Score -7759382 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -7760577.500000 Penalty: 5293.310547
	Iteration 15Q: 3 clusters Score -7760578 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -7761928.500000 Penalty: 5293.310547
	Iteration 16Q: 3 clusters Score -7761928 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -7763299.500000 Penalty: 5293.310547
	Iteration 17Q: 3 clusters Score -7763300 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7764480.500000 Penalty: 5293.310547
	Iteration 18Q: 3 clusters Score -7764480 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7765335.000000 Penalty: 5293.310547
	Iteration 19Q: 3 clusters Score -7765335 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7765842.500000 Penalty: 5293.310547
	Iteration 20F: 3 clusters Score -7765842 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7766189.500000 Penalty: 5293.310547
	Iteration 21Q: 3 clusters Score -7766190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7766373.000000 Penalty: 5293.310547
	Iteration 22Q: 3 clusters Score -7766373 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7766480.000000 Penalty: 5293.310547
	Iteration 23Q: 3 clusters Score -7766480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7766535.500000 Penalty: 5293.310547
	Iteration 24Q: 3 clusters Score -7766536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7766566.000000 Penalty: 5293.310547
	Iteration 25Q: 3 clusters Score -7766566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7766592.000000 Penalty: 5293.310547
	Iteration 26Q: 3 clusters Score -7766592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7766592.000000 Penalty: 5293.310547
	Iteration 27Q: 3 clusters Score -7766592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7766599.500000 Penalty: 5293.310547
	Iteration 28Q: 3 clusters Score -7766600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7766609.000000 Penalty: 5293.310547
	Iteration 29Q: 3 clusters Score -7766609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7766609.500000 Penalty: 5293.310547
	Iteration 30Q: 3 clusters Score -7766610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7766623.500000 Penalty: 5293.310547
	Iteration 31Q: 3 clusters Score -7766624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7766628.000000 Penalty: 5293.310547
	Iteration 32Q: 3 clusters Score -7766628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7766629.000000 Penalty: 5293.310547
	Iteration 33Q: 3 clusters Score -7766629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7766638.500000 Penalty: 5293.310547
	Iteration 34Q: 3 clusters Score -7766638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7766637.500000 Penalty: 5293.310547
	Iteration 35Q: 3 clusters Score -7766638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7766650.000000 Penalty: 5293.310547
	Iteration 36Q: 3 clusters Score -7766650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7766648.500000 Penalty: 5293.310547
	Iteration 37Q: 3 clusters Score -7766648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7766642.500000 Penalty: 5293.310547
	Iteration 38Q: 3 clusters Score -7766642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7766644.500000 Penalty: 5293.310547
	Iteration 39Q: 3 clusters Score -7766644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7766644.500000 Penalty: 5293.310547
	Iteration 40F: 3 clusters Score -7766644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -130371.140625 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130371.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130691.828125 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130691.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130868.710938 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -130868.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -131003.398438 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -131003.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131142.875000 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -131142.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -131225.750000 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131225.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -131272.250000 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131272.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -131319.062500 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131319.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -131361.953125 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -131400.031250 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -131426.875000 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -131444.812500 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131471.140625 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131471.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -131500.718750 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131500.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -131518.328125 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -131518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -131536.109375 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -131536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -131542.812500 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -131542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -131545.625000 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -131545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -131548.625000 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -131548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -131551.781250 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -131551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -131552.890625 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -131552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10241.473633 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10241.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10308.458984 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10308.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10327.495117 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10333.709961 Penalty: 2538.524902
	Iteration 3Q: 3 clusters Score -10333.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10333.709961 Penalty: 2538.524902
	Iteration 4F: 3 clusters Score -10333.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Entering Unmasked Estep 
Score: -7713329.000000 Penalty: 2647.791260
	Iteration 0F: 2 clusters Score -7713329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -7684662.000000 Penalty: 5295.582520
	Iteration 0F: 3 clusters Score -7684662 nChanged 19940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -7695732.000000 Penalty: 5295.582520
	Iteration 1F: 3 clusters Score -7695732 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -7696329.500000 Penalty: 5295.582520
	Iteration 2Q: 3 clusters Score -7696330 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -7696913.500000 Penalty: 5295.582520
	Iteration 3Q: 3 clusters Score -7696914 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -7697566.000000 Penalty: 5295.582520
	Iteration 4Q: 3 clusters Score -7697566 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -7698357.000000 Penalty: 5295.582520
	Iteration 5Q: 3 clusters Score -7698357 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -7699449.000000 Penalty: 5295.582520
	Iteration 6Q: 3 clusters Score -7699449 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -7701052.500000 Penalty: 5295.582520
	Iteration 7F: 3 clusters Score -7701052 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -7703357.000000 Penalty: 5295.582520
	Iteration 8F: 3 clusters Score -7703357 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -7705979.500000 Penalty: 5295.582520
	Iteration 9F: 3 clusters Score -7705980 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7708320.500000 Penalty: 5295.582520
	Iteration 10F: 3 clusters Score -7708320 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7709709.500000 Penalty: 5295.582520
	Iteration 11Q: 3 clusters Score -7709710 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7710346.500000 Penalty: 5295.582520
	Iteration 12Q: 3 clusters Score -7710346 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7710623.500000 Penalty: 5295.582520
	Iteration 13Q: 3 clusters Score -7710624 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7710780.000000 Penalty: 5295.582520
	Iteration 14Q: 3 clusters Score -7710780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7710874.500000 Penalty: 5295.582520
	Iteration 15Q: 3 clusters Score -7710874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7710920.500000 Penalty: 5295.582520
	Iteration 16Q: 3 clusters Score -7710920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7710962.000000 Penalty: 5295.582520
	Iteration 17Q: 3 clusters Score -7710962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7710981.500000 Penalty: 5295.582520
	Iteration 18Q: 3 clusters Score -7710982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7710993.000000 Penalty: 5295.582520
	Iteration 19Q: 3 clusters Score -7710993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7710999.000000 Penalty: 5295.582520
	Iteration 20F: 3 clusters Score -7710999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7711009.500000 Penalty: 5295.582520
	Iteration 21Q: 3 clusters Score -7711010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7711008.500000 Penalty: 5295.582520
	Iteration 22Q: 3 clusters Score -7711008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7711015.500000 Penalty: 5295.582520
	Iteration 23Q: 3 clusters Score -7711016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7711019.000000 Penalty: 5295.582520
	Iteration 24Q: 3 clusters Score -7711019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7711030.500000 Penalty: 5295.582520
	Iteration 25Q: 3 clusters Score -7711030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7711031.000000 Penalty: 5295.582520
	Iteration 26Q: 3 clusters Score -7711031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7711038.000000 Penalty: 5295.582520
	Iteration 27Q: 3 clusters Score -7711038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7711036.500000 Penalty: 5295.582520
	Iteration 28Q: 3 clusters Score -7711036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7711036.500000 Penalty: 5295.582520
	Iteration 29F: 3 clusters Score -7711036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (47250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Entering Unmasked Estep 
Score: -8512909.000000 Penalty: 2669.275635
	Iteration 0F: 2 clusters Score -8512909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -8482914.000000 Penalty: 5338.551270
	Iteration 0F: 3 clusters Score -8482914 nChanged 21798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -8494825.000000 Penalty: 5338.551270
	Iteration 1F: 3 clusters Score -8494825 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8495222.000000 Penalty: 5338.551270
	Iteration 2Q: 3 clusters Score -8495222 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -8495642.000000 Penalty: 5338.551270
	Iteration 3Q: 3 clusters Score -8495642 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -8495985.000000 Penalty: 5338.551270
	Iteration 4Q: 3 clusters Score -8495985 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -8496333.000000 Penalty: 5338.551270
	Iteration 5Q: 3 clusters Score -8496333 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -8496679.000000 Penalty: 5338.551270
	Iteration 6Q: 3 clusters Score -8496679 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -8497224.000000 Penalty: 5338.551270
	Iteration 7Q: 3 clusters Score -8497224 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -8497955.000000 Penalty: 5338.551270
	Iteration 8Q: 3 clusters Score -8497955 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -8499173.000000 Penalty: 5338.551270
	Iteration 9Q: 3 clusters Score -8499173 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -8501030.000000 Penalty: 5338.551270
	Iteration 10F: 3 clusters Score -8501030 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -8503687.000000 Penalty: 5338.551270
	Iteration 11F: 3 clusters Score -8503687 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -8506507.000000 Penalty: 5338.551270
	Iteration 12F: 3 clusters Score -8506507 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8508581.000000 Penalty: 5338.551270
	Iteration 13F: 3 clusters Score -8508581 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8509622.000000 Penalty: 5338.551270
	Iteration 14Q: 3 clusters Score -8509622 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8510094.000000 Penalty: 5338.551270
	Iteration 15Q: 3 clusters Score -8510094 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8510311.000000 Penalty: 5338.551270
	Iteration 16Q: 3 clusters Score -8510311 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8510425.000000 Penalty: 5338.551270
	Iteration 17Q: 3 clusters Score -8510425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8510456.000000 Penalty: 5338.551270
	Iteration 18Q: 3 clusters Score -8510456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8510508.000000 Penalty: 5338.551270
	Iteration 19Q: 3 clusters Score -8510508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8510540.000000 Penalty: 5338.551270
	Iteration 20F: 3 clusters Score -8510540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8510557.000000 Penalty: 5338.551270
	Iteration 21Q: 3 clusters Score -8510557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8510586.000000 Penalty: 5338.551270
	Iteration 22Q: 3 clusters Score -8510586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8510601.000000 Penalty: 5338.551270
	Iteration 23Q: 3 clusters Score -8510601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8510598.000000 Penalty: 5338.551270
	Iteration 24Q: 3 clusters Score -8510598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8510607.000000 Penalty: 5338.551270
	Iteration 25Q: 3 clusters Score -8510607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8510603.000000 Penalty: 5338.551270
	Iteration 26Q: 3 clusters Score -8510603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8510603.000000 Penalty: 5338.551270
	Iteration 27F: 3 clusters Score -8510603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 48926 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 45145 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44604 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38711 members 
Mstep: Class 26 contains 8636 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41596 members 
Mstep: Class 29 contains 41832 members 
Mstep: Class 30 contains 17019 members 
Mstep: Class 31 contains 6071 members 
Mstep: Class 32 contains 42236 members 
Mstep: Class 33 contains 45722 members 
Mstep: Class 34 contains 43207 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8334 members 
Mstep: Class 37 contains 38244 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43131 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43329 members 
Mstep: Class 44 contains 47250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429152.000000 Penalty: 152010.671875
Iteration 399Q: 45 clusters Score -1.964292e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 47460 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 48920 members 
Mstep: Class 10 contains 50443 members 
Mstep: Class 11 contains 5865 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 55696 members 
Mstep: Class 14 contains 40709 members 
Mstep: Class 15 contains 45153 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18288 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13343 members 
Mstep: Class 23 contains 44598 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38726 members 
Mstep: Class 26 contains 8637 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41622 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 16937 members 
Mstep: Class 31 contains 6072 members 
Mstep: Class 32 contains 42318 members 
Mstep: Class 33 contains 45721 members 
Mstep: Class 34 contains 43194 members 
Mstep: Class 35 contains 43340 members 
Mstep: Class 36 contains 8331 members 
Mstep: Class 37 contains 38238 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43133 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43326 members 
Mstep: Class 44 contains 47253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428944.000000 Penalty: 152010.671875
Iteration 400F: 45 clusters Score -1.964289e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16479 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 40194 members 
Mstep: Class 9 contains 48914 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 55672 members 
Mstep: Class 14 contains 40729 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18287 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13344 members 
Mstep: Class 23 contains 44596 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38758 members 
Mstep: Class 26 contains 8643 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41636 members 
Mstep: Class 29 contains 41831 members 
Mstep: Class 30 contains 16857 members 
Mstep: Class 31 contains 6074 members 
Mstep: Class 32 contains 42415 members 
Mstep: Class 33 contains 45711 members 
Mstep: Class 34 contains 43185 members 
Mstep: Class 35 contains 43342 members 
Mstep: Class 36 contains 8331 members 
Mstep: Class 37 contains 38236 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43135 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43328 members 
Mstep: Class 44 contains 47249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429008.000000 Penalty: 152010.671875
Iteration 401Q: 45 clusters Score -1.96429e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16480 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 48912 members 
Mstep: Class 10 contains 50447 members 
Mstep: Class 11 contains 5795 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 55662 members 
Mstep: Class 14 contains 40759 members 
Mstep: Class 15 contains 45167 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 18287 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 13344 members 
Mstep: Class 23 contains 44591 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38783 members 
Mstep: Class 26 contains 8645 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41654 members 
Mstep: Class 29 contains 41825 members 
Mstep: Class 30 contains 16768 members 
Mstep: Class 31 contains 6074 members 
Mstep: Class 32 contains 42491 members 
Mstep: Class 33 contains 45689 members 
Mstep: Class 34 contains 43182 members 
Mstep: Class 35 contains 43341 members 
Mstep: Class 36 contains 8335 members 
Mstep: Class 37 contains 38234 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43134 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43332 members 
Mstep: Class 44 contains 47250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428928.000000 Penalty: 152010.671875
Iteration 402Q: 45 clusters Score -1.964289e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16393 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 48922 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 5770 members 
Mstep: Class 12 contains 47935 members 
Mstep: Class 13 contains 55666 members 
Mstep: Class 14 contains 40789 members 
Mstep: Class 15 contains 45174 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 44592 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38802 members 
Mstep: Class 26 contains 8644 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41655 members 
Mstep: Class 29 contains 41832 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 6074 members 
Mstep: Class 32 contains 42553 members 
Mstep: Class 33 contains 45671 members 
Mstep: Class 34 contains 43166 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8332 members 
Mstep: Class 37 contains 38236 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43136 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43334 members 
Mstep: Class 44 contains 47248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 152010.671875
Iteration 403Q: 45 clusters Score -1.96429e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16484 members 
Mstep: Class 4 contains 47469 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 40194 members 
Mstep: Class 9 contains 48907 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 5745 members 
Mstep: Class 12 contains 47931 members 
Mstep: Class 13 contains 55669 members 
Mstep: Class 14 contains 40823 members 
Mstep: Class 15 contains 45189 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 18286 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6436 members 
Mstep: Class 22 contains 13346 members 
Mstep: Class 23 contains 44596 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38819 members 
Mstep: Class 26 contains 8646 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41665 members 
Mstep: Class 29 contains 41833 members 
Mstep: Class 30 contains 16601 members 
Mstep: Class 31 contains 6074 members 
Mstep: Class 32 contains 42618 members 
Mstep: Class 33 contains 45653 members 
Mstep: Class 34 contains 43160 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8334 members 
Mstep: Class 37 contains 38235 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43137 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43333 members 
Mstep: Class 44 contains 47240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429056.000000 Penalty: 152010.671875
Iteration 404Q: 45 clusters Score -1.964291e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15410 members 
Mstep: Class 3 contains 16482 members 
Mstep: Class 4 contains 47474 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 40194 members 
Mstep: Class 9 contains 48908 members 
Mstep: Class 10 contains 50431 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 47929 members 
Mstep: Class 13 contains 55675 members 
Mstep: Class 14 contains 40853 members 
Mstep: Class 15 contains 45198 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 44590 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38838 members 
Mstep: Class 26 contains 8646 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41670 members 
Mstep: Class 29 contains 41831 members 
Mstep: Class 30 contains 16535 members 
Mstep: Class 31 contains 6074 members 
Mstep: Class 32 contains 42664 members 
Mstep: Class 33 contains 45649 members 
Mstep: Class 34 contains 43162 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8336 members 
Mstep: Class 37 contains 38232 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43142 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43332 members 
Mstep: Class 44 contains 47233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428976.000000 Penalty: 152010.671875
Iteration 405Q: 45 clusters Score -1.96429e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 16482 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 40196 members 
Mstep: Class 9 contains 48915 members 
Mstep: Class 10 contains 50430 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 47931 members 
Mstep: Class 13 contains 55671 members 
Mstep: Class 14 contains 40880 members 
Mstep: Class 15 contains 45189 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13350 members 
Mstep: Class 23 contains 44604 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38853 members 
Mstep: Class 26 contains 8646 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41674 members 
Mstep: Class 29 contains 41832 members 
Mstep: Class 30 contains 16466 members 
Mstep: Class 31 contains 6074 members 
Mstep: Class 32 contains 42710 members 
Mstep: Class 33 contains 45625 members 
Mstep: Class 34 contains 43164 members 
Mstep: Class 35 contains 43351 members 
Mstep: Class 36 contains 8336 members 
Mstep: Class 37 contains 38229 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43144 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43332 members 
Mstep: Class 44 contains 47243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429040.000000 Penalty: 152010.671875
Iteration 406Q: 45 clusters Score -1.96429e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 16481 members 
Mstep: Class 4 contains 47469 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 40197 members 
Mstep: Class 9 contains 48912 members 
Mstep: Class 10 contains 50429 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 47925 members 
Mstep: Class 13 contains 55668 members 
Mstep: Class 14 contains 40903 members 
Mstep: Class 15 contains 45187 members 
Mstep: Class 16 contains 35949 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13350 members 
Mstep: Class 23 contains 44610 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38870 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41692 members 
Mstep: Class 29 contains 41839 members 
Mstep: Class 30 contains 16399 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42750 members 
Mstep: Class 33 contains 45621 members 
Mstep: Class 34 contains 43159 members 
Mstep: Class 35 contains 43353 members 
Mstep: Class 36 contains 8335 members 
Mstep: Class 37 contains 38229 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43148 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43332 members 
Mstep: Class 44 contains 47236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 152010.671875
Iteration 407Q: 45 clusters Score -1.96429e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15410 members 
Mstep: Class 3 contains 16480 members 
Mstep: Class 4 contains 47469 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 48915 members 
Mstep: Class 10 contains 50432 members 
Mstep: Class 11 contains 5672 members 
Mstep: Class 12 contains 47919 members 
Mstep: Class 13 contains 55678 members 
Mstep: Class 14 contains 40922 members 
Mstep: Class 15 contains 45183 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18275 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 23 contains 44606 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38875 members 
Mstep: Class 26 contains 8650 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41710 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 16332 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42777 members 
Mstep: Class 33 contains 45615 members 
Mstep: Class 34 contains 43162 members 
Mstep: Class 35 contains 43358 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38227 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43154 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43335 members 
Mstep: Class 44 contains 47245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429280.000000 Penalty: 152010.671875
Iteration 408Q: 45 clusters Score -1.964293e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15410 members 
Mstep: Class 3 contains 16476 members 
Mstep: Class 4 contains 47466 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 48912 members 
Mstep: Class 10 contains 50432 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 47914 members 
Mstep: Class 13 contains 55679 members 
Mstep: Class 14 contains 40949 members 
Mstep: Class 15 contains 45189 members 
Mstep: Class 16 contains 35944 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 23 contains 44610 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 8649 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41722 members 
Mstep: Class 29 contains 41840 members 
Mstep: Class 30 contains 16267 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42803 members 
Mstep: Class 33 contains 45608 members 
Mstep: Class 34 contains 43158 members 
Mstep: Class 35 contains 43361 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 38223 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43159 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43329 members 
Mstep: Class 44 contains 47266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429216.000000 Penalty: 152010.671875
Iteration 409Q: 45 clusters Score -1.964292e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 16475 members 
Mstep: Class 4 contains 47463 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6447 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 48905 members 
Mstep: Class 10 contains 50433 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 55680 members 
Mstep: Class 14 contains 40974 members 
Mstep: Class 15 contains 45193 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44611 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38900 members 
Mstep: Class 26 contains 8650 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41724 members 
Mstep: Class 29 contains 41845 members 
Mstep: Class 30 contains 16204 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42823 members 
Mstep: Class 33 contains 45615 members 
Mstep: Class 34 contains 43161 members 
Mstep: Class 35 contains 43356 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38221 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43163 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43331 members 
Mstep: Class 44 contains 47278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429152.000000 Penalty: 152010.671875
Iteration 410Q: 45 clusters Score -1.964292e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 16474 members 
Mstep: Class 4 contains 47461 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 40190 members 
Mstep: Class 9 contains 48903 members 
Mstep: Class 10 contains 50431 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 47909 members 
Mstep: Class 13 contains 55687 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 45201 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44615 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38915 members 
Mstep: Class 26 contains 8651 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 41845 members 
Mstep: Class 30 contains 16143 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42839 members 
Mstep: Class 33 contains 45600 members 
Mstep: Class 34 contains 43160 members 
Mstep: Class 35 contains 43355 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38220 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43166 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43340 members 
Mstep: Class 44 contains 47300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428992.000000 Penalty: 152010.671875
Iteration 411Q: 45 clusters Score -1.96429e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15413 members 
Mstep: Class 3 contains 16477 members 
Mstep: Class 4 contains 47455 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 48902 members 
Mstep: Class 10 contains 50430 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 47910 members 
Mstep: Class 13 contains 55692 members 
Mstep: Class 14 contains 41007 members 
Mstep: Class 15 contains 45200 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 23 contains 44621 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38930 members 
Mstep: Class 26 contains 8650 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 41844 members 
Mstep: Class 30 contains 16067 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42867 members 
Mstep: Class 33 contains 45588 members 
Mstep: Class 34 contains 43163 members 
Mstep: Class 35 contains 43354 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38220 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43169 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43347 members 
Mstep: Class 44 contains 47328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429040.000000 Penalty: 152010.671875
Iteration 412Q: 45 clusters Score -1.96429e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 47455 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 40188 members 
Mstep: Class 9 contains 48899 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 41026 members 
Mstep: Class 15 contains 45204 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44618 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38947 members 
Mstep: Class 26 contains 8653 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41729 members 
Mstep: Class 29 contains 41845 members 
Mstep: Class 30 contains 15984 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42890 members 
Mstep: Class 33 contains 45573 members 
Mstep: Class 34 contains 43164 members 
Mstep: Class 35 contains 43356 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38220 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43172 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43351 members 
Mstep: Class 44 contains 47338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428880.000000 Penalty: 152010.671875
Iteration 413Q: 45 clusters Score -1.964289e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 16475 members 
Mstep: Class 4 contains 47456 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 40187 members 
Mstep: Class 9 contains 48901 members 
Mstep: Class 10 contains 50435 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 47910 members 
Mstep: Class 13 contains 55732 members 
Mstep: Class 14 contains 41051 members 
Mstep: Class 15 contains 45210 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44621 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38960 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 41844 members 
Mstep: Class 30 contains 15926 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42916 members 
Mstep: Class 33 contains 45557 members 
Mstep: Class 34 contains 43165 members 
Mstep: Class 35 contains 43353 members 
Mstep: Class 36 contains 8336 members 
Mstep: Class 37 contains 38220 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43172 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43355 members 
Mstep: Class 44 contains 47324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428928.000000 Penalty: 152010.671875
Iteration 414Q: 45 clusters Score -1.964289e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 16474 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 40187 members 
Mstep: Class 9 contains 48897 members 
Mstep: Class 10 contains 50433 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 47910 members 
Mstep: Class 13 contains 55760 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 45212 members 
Mstep: Class 16 contains 35938 members 
Mstep: Class 17 contains 18280 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6434 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44624 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38976 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41728 members 
Mstep: Class 29 contains 41849 members 
Mstep: Class 30 contains 15883 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42928 members 
Mstep: Class 33 contains 45555 members 
Mstep: Class 34 contains 43166 members 
Mstep: Class 35 contains 43346 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38220 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43174 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43354 members 
Mstep: Class 44 contains 47303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428912.000000 Penalty: 152010.671875
Iteration 415Q: 45 clusters Score -1.964289e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 16474 members 
Mstep: Class 4 contains 47459 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 40184 members 
Mstep: Class 9 contains 48896 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 47909 members 
Mstep: Class 13 contains 55791 members 
Mstep: Class 14 contains 41087 members 
Mstep: Class 15 contains 45207 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6431 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44632 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 38991 members 
Mstep: Class 26 contains 8658 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41734 members 
Mstep: Class 29 contains 41848 members 
Mstep: Class 30 contains 15837 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42934 members 
Mstep: Class 33 contains 45573 members 
Mstep: Class 34 contains 43167 members 
Mstep: Class 35 contains 43341 members 
Mstep: Class 36 contains 8336 members 
Mstep: Class 37 contains 38218 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43178 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43355 members 
Mstep: Class 44 contains 47287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428880.000000 Penalty: 152010.671875
Iteration 416Q: 45 clusters Score -1.964289e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 16476 members 
Mstep: Class 4 contains 47460 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16402 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 40185 members 
Mstep: Class 9 contains 48902 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 47905 members 
Mstep: Class 13 contains 55811 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 45211 members 
Mstep: Class 16 contains 35944 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44641 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39007 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41732 members 
Mstep: Class 29 contains 41847 members 
Mstep: Class 30 contains 15785 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42944 members 
Mstep: Class 33 contains 45570 members 
Mstep: Class 34 contains 43168 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38215 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43355 members 
Mstep: Class 44 contains 47287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428880.000000 Penalty: 152010.671875
Iteration 417Q: 45 clusters Score -1.964289e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 16477 members 
Mstep: Class 4 contains 47461 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16402 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 40183 members 
Mstep: Class 9 contains 48907 members 
Mstep: Class 10 contains 50437 members 
Mstep: Class 11 contains 5489 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 55830 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 45215 members 
Mstep: Class 16 contains 35944 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44647 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39032 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41724 members 
Mstep: Class 29 contains 41844 members 
Mstep: Class 30 contains 15747 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42957 members 
Mstep: Class 33 contains 45565 members 
Mstep: Class 34 contains 43168 members 
Mstep: Class 35 contains 43347 members 
Mstep: Class 36 contains 8335 members 
Mstep: Class 37 contains 38215 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43183 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43356 members 
Mstep: Class 44 contains 47278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428736.000000 Penalty: 152010.671875
Iteration 418Q: 45 clusters Score -1.964287e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15413 members 
Mstep: Class 3 contains 16479 members 
Mstep: Class 4 contains 47463 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16402 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 40181 members 
Mstep: Class 9 contains 48907 members 
Mstep: Class 10 contains 50437 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 12 contains 47904 members 
Mstep: Class 13 contains 55838 members 
Mstep: Class 14 contains 41115 members 
Mstep: Class 15 contains 45218 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44650 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39055 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41727 members 
Mstep: Class 29 contains 41839 members 
Mstep: Class 30 contains 15697 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42972 members 
Mstep: Class 33 contains 45569 members 
Mstep: Class 34 contains 43162 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38215 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43183 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43355 members 
Mstep: Class 44 contains 47283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428976.000000 Penalty: 152010.671875
Iteration 419Q: 45 clusters Score -1.96429e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 16482 members 
Mstep: Class 4 contains 47462 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16403 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 40180 members 
Mstep: Class 9 contains 48908 members 
Mstep: Class 10 contains 50438 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 47902 members 
Mstep: Class 13 contains 55858 members 
Mstep: Class 14 contains 41121 members 
Mstep: Class 15 contains 45222 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44650 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39073 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41730 members 
Mstep: Class 29 contains 41837 members 
Mstep: Class 30 contains 15649 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42981 members 
Mstep: Class 33 contains 45578 members 
Mstep: Class 34 contains 43159 members 
Mstep: Class 35 contains 43346 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38216 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43184 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43354 members 
Mstep: Class 44 contains 47284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428896.000000 Penalty: 152010.671875
Iteration 420F: 45 clusters Score -1.964289e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16404 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48910 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 47903 members 
Mstep: Class 13 contains 55889 members 
Mstep: Class 14 contains 41131 members 
Mstep: Class 15 contains 45223 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44656 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39088 members 
Mstep: Class 26 contains 8664 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41722 members 
Mstep: Class 29 contains 41836 members 
Mstep: Class 30 contains 15606 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42982 members 
Mstep: Class 33 contains 45578 members 
Mstep: Class 34 contains 43157 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 38215 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43356 members 
Mstep: Class 44 contains 47280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428912.000000 Penalty: 152010.671875
Iteration 421Q: 45 clusters Score -1.964289e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 48909 members 
Mstep: Class 10 contains 50443 members 
Mstep: Class 11 contains 5401 members 
Mstep: Class 12 contains 47905 members 
Mstep: Class 13 contains 55895 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 45221 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18280 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44656 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39099 members 
Mstep: Class 26 contains 8664 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41728 members 
Mstep: Class 29 contains 41833 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 42993 members 
Mstep: Class 33 contains 45583 members 
Mstep: Class 34 contains 43158 members 
Mstep: Class 35 contains 43352 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 38214 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43356 members 
Mstep: Class 44 contains 47293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428848.000000 Penalty: 152010.671875
Iteration 422Q: 45 clusters Score -1.964288e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 16485 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48903 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 55887 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 45228 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44663 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41729 members 
Mstep: Class 29 contains 41826 members 
Mstep: Class 30 contains 15539 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 43005 members 
Mstep: Class 33 contains 45576 members 
Mstep: Class 34 contains 43166 members 
Mstep: Class 35 contains 43351 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38213 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43187 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43364 members 
Mstep: Class 44 contains 47303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428976.000000 Penalty: 152010.671875
Iteration 423Q: 45 clusters Score -1.96429e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16404 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 40180 members 
Mstep: Class 9 contains 48894 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5356 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 55898 members 
Mstep: Class 14 contains 41161 members 
Mstep: Class 15 contains 45234 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18283 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 23 contains 44669 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39121 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41737 members 
Mstep: Class 29 contains 41824 members 
Mstep: Class 30 contains 15515 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 43008 members 
Mstep: Class 33 contains 45563 members 
Mstep: Class 34 contains 43176 members 
Mstep: Class 35 contains 43346 members 
Mstep: Class 36 contains 8338 members 
Mstep: Class 37 contains 38212 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43185 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43365 members 
Mstep: Class 44 contains 47306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429120.000000 Penalty: 152010.671875
Iteration 424Q: 45 clusters Score -1.964291e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16404 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 40181 members 
Mstep: Class 9 contains 48892 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 47910 members 
Mstep: Class 13 contains 55896 members 
Mstep: Class 14 contains 41169 members 
Mstep: Class 15 contains 45240 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44668 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39129 members 
Mstep: Class 26 contains 8664 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41742 members 
Mstep: Class 29 contains 41824 members 
Mstep: Class 30 contains 15485 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 43021 members 
Mstep: Class 33 contains 45568 members 
Mstep: Class 34 contains 43183 members 
Mstep: Class 35 contains 43337 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38212 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43365 members 
Mstep: Class 44 contains 47311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429200.000000 Penalty: 152010.671875
Iteration 425Q: 45 clusters Score -1.964292e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 47450 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 6463 members 
Mstep: Class 8 contains 40180 members 
Mstep: Class 9 contains 48884 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5320 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 55890 members 
Mstep: Class 14 contains 41172 members 
Mstep: Class 15 contains 45248 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18280 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44674 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39139 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41742 members 
Mstep: Class 29 contains 41824 members 
Mstep: Class 30 contains 15476 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 43028 members 
Mstep: Class 33 contains 45580 members 
Mstep: Class 34 contains 43178 members 
Mstep: Class 35 contains 43340 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38212 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43367 members 
Mstep: Class 44 contains 47314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428912.000000 Penalty: 152010.671875
Iteration 426Q: 45 clusters Score -1.964289e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 47447 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16406 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48882 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 47909 members 
Mstep: Class 13 contains 55890 members 
Mstep: Class 14 contains 41178 members 
Mstep: Class 15 contains 45252 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44677 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39145 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 41826 members 
Mstep: Class 30 contains 15463 members 
Mstep: Class 31 contains 6076 members 
Mstep: Class 32 contains 43033 members 
Mstep: Class 33 contains 45583 members 
Mstep: Class 34 contains 43173 members 
Mstep: Class 35 contains 43341 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38211 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43189 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43365 members 
Mstep: Class 44 contains 47321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428816.000000 Penalty: 152010.671875
Iteration 427Q: 45 clusters Score -1.964288e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 16488 members 
Mstep: Class 4 contains 47446 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 48881 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 47909 members 
Mstep: Class 13 contains 55900 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 45258 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44678 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39149 members 
Mstep: Class 26 contains 8666 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 41831 members 
Mstep: Class 30 contains 15455 members 
Mstep: Class 31 contains 6076 members 
Mstep: Class 32 contains 43038 members 
Mstep: Class 33 contains 45579 members 
Mstep: Class 34 contains 43167 members 
Mstep: Class 35 contains 43342 members 
Mstep: Class 36 contains 8340 members 
Mstep: Class 37 contains 38211 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428832.000000 Penalty: 152010.671875
Iteration 428Q: 45 clusters Score -1.964288e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 16488 members 
Mstep: Class 4 contains 47443 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 48881 members 
Mstep: Class 10 contains 50444 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 47910 members 
Mstep: Class 13 contains 55912 members 
Mstep: Class 14 contains 41188 members 
Mstep: Class 15 contains 45260 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44685 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39152 members 
Mstep: Class 26 contains 8667 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41738 members 
Mstep: Class 29 contains 41835 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 6076 members 
Mstep: Class 32 contains 43050 members 
Mstep: Class 33 contains 45571 members 
Mstep: Class 34 contains 43166 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38211 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43187 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43373 members 
Mstep: Class 44 contains 47316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428768.000000 Penalty: 152010.671875
Iteration 429Q: 45 clusters Score -1.964288e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15413 members 
Mstep: Class 3 contains 16489 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 48886 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5253 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 55919 members 
Mstep: Class 14 contains 41192 members 
Mstep: Class 15 contains 45261 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44693 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39157 members 
Mstep: Class 26 contains 8666 members 
Mstep: Class 27 contains 46534 members 
Mstep: Class 28 contains 41735 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 15431 members 
Mstep: Class 31 contains 6076 members 
Mstep: Class 32 contains 43069 members 
Mstep: Class 33 contains 45563 members 
Mstep: Class 34 contains 43164 members 
Mstep: Class 35 contains 43348 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 38211 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43187 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43373 members 
Mstep: Class 44 contains 47307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428672.000000 Penalty: 152010.671875
Iteration 430Q: 45 clusters Score -1.964287e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15413 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48881 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5239 members 
Mstep: Class 12 contains 47913 members 
Mstep: Class 13 contains 55918 members 
Mstep: Class 14 contains 41198 members 
Mstep: Class 15 contains 45261 members 
Mstep: Class 16 contains 35944 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44695 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39166 members 
Mstep: Class 26 contains 8666 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41735 members 
Mstep: Class 29 contains 41839 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 6077 members 
Mstep: Class 32 contains 43080 members 
Mstep: Class 33 contains 45566 members 
Mstep: Class 34 contains 43166 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38211 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43372 members 
Mstep: Class 44 contains 47306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428608.000000 Penalty: 152010.671875
Iteration 431Q: 45 clusters Score -1.964286e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 47430 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 50443 members 
Mstep: Class 11 contains 5234 members 
Mstep: Class 12 contains 47915 members 
Mstep: Class 13 contains 55912 members 
Mstep: Class 14 contains 41208 members 
Mstep: Class 15 contains 45267 members 
Mstep: Class 16 contains 35944 members 
Mstep: Class 17 contains 18275 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44703 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 8666 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41735 members 
Mstep: Class 29 contains 41845 members 
Mstep: Class 30 contains 15398 members 
Mstep: Class 31 contains 6078 members 
Mstep: Class 32 contains 43093 members 
Mstep: Class 33 contains 45558 members 
Mstep: Class 34 contains 43165 members 
Mstep: Class 35 contains 43352 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38210 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43182 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43370 members 
Mstep: Class 44 contains 47301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428688.000000 Penalty: 152010.671875
Iteration 432Q: 45 clusters Score -1.964287e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 47423 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 48873 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 5231 members 
Mstep: Class 12 contains 47915 members 
Mstep: Class 13 contains 55907 members 
Mstep: Class 14 contains 41213 members 
Mstep: Class 15 contains 45267 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18275 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44711 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39184 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41737 members 
Mstep: Class 29 contains 41853 members 
Mstep: Class 30 contains 15385 members 
Mstep: Class 31 contains 6078 members 
Mstep: Class 32 contains 43108 members 
Mstep: Class 33 contains 45553 members 
Mstep: Class 34 contains 43161 members 
Mstep: Class 35 contains 43354 members 
Mstep: Class 36 contains 8343 members 
Mstep: Class 37 contains 38209 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43180 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43373 members 
Mstep: Class 44 contains 47299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428608.000000 Penalty: 152010.671875
Iteration 433Q: 45 clusters Score -1.964286e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 47417 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 48869 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 5227 members 
Mstep: Class 12 contains 47914 members 
Mstep: Class 13 contains 55923 members 
Mstep: Class 14 contains 41216 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44714 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 8664 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41735 members 
Mstep: Class 29 contains 41861 members 
Mstep: Class 30 contains 15362 members 
Mstep: Class 31 contains 6079 members 
Mstep: Class 32 contains 43110 members 
Mstep: Class 33 contains 45547 members 
Mstep: Class 34 contains 43158 members 
Mstep: Class 35 contains 43355 members 
Mstep: Class 36 contains 8344 members 
Mstep: Class 37 contains 38209 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43183 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43371 members 
Mstep: Class 44 contains 47304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428608.000000 Penalty: 152010.671875
Iteration 434Q: 45 clusters Score -1.964286e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 47414 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 48865 members 
Mstep: Class 10 contains 50444 members 
Mstep: Class 11 contains 5232 members 
Mstep: Class 12 contains 47914 members 
Mstep: Class 13 contains 55953 members 
Mstep: Class 14 contains 41226 members 
Mstep: Class 15 contains 45263 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44715 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 8662 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41732 members 
Mstep: Class 29 contains 41861 members 
Mstep: Class 30 contains 15337 members 
Mstep: Class 31 contains 6079 members 
Mstep: Class 32 contains 43113 members 
Mstep: Class 33 contains 45550 members 
Mstep: Class 34 contains 43161 members 
Mstep: Class 35 contains 43355 members 
Mstep: Class 36 contains 8345 members 
Mstep: Class 37 contains 38207 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43185 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43371 members 
Mstep: Class 44 contains 47288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428592.000000 Penalty: 152010.671875
Iteration 435Q: 45 clusters Score -1.964286e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 48861 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5233 members 
Mstep: Class 12 contains 47916 members 
Mstep: Class 13 contains 55980 members 
Mstep: Class 14 contains 41235 members 
Mstep: Class 15 contains 45262 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44715 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39197 members 
Mstep: Class 26 contains 8662 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 41734 members 
Mstep: Class 29 contains 41867 members 
Mstep: Class 30 contains 15312 members 
Mstep: Class 31 contains 6080 members 
Mstep: Class 32 contains 43117 members 
Mstep: Class 33 contains 45547 members 
Mstep: Class 34 contains 43159 members 
Mstep: Class 35 contains 43353 members 
Mstep: Class 36 contains 8344 members 
Mstep: Class 37 contains 38206 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428672.000000 Penalty: 152010.671875
Iteration 436Q: 45 clusters Score -1.964287e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 50449 members 
Mstep: Class 11 contains 5226 members 
Mstep: Class 12 contains 47913 members 
Mstep: Class 13 contains 56006 members 
Mstep: Class 14 contains 41240 members 
Mstep: Class 15 contains 45264 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44719 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39199 members 
Mstep: Class 26 contains 8662 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41732 members 
Mstep: Class 29 contains 41865 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 6081 members 
Mstep: Class 32 contains 43129 members 
Mstep: Class 33 contains 45545 members 
Mstep: Class 34 contains 43160 members 
Mstep: Class 35 contains 43356 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38205 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43366 members 
Mstep: Class 44 contains 47256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428640.000000 Penalty: 152010.671875
Iteration 437Q: 45 clusters Score -1.964286e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48859 members 
Mstep: Class 10 contains 50451 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 56029 members 
Mstep: Class 14 contains 41250 members 
Mstep: Class 15 contains 45266 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44719 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39205 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41733 members 
Mstep: Class 29 contains 41864 members 
Mstep: Class 30 contains 15277 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43135 members 
Mstep: Class 33 contains 45539 members 
Mstep: Class 34 contains 43160 members 
Mstep: Class 35 contains 43359 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38201 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43368 members 
Mstep: Class 44 contains 47242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428608.000000 Penalty: 152010.671875
Iteration 438Q: 45 clusters Score -1.964286e+08 nChanged 163
Entering ConstructFrom: 
Score: -196428608.000000 Penalty: 152010.671875
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 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 440 members 
Entering Unmasked Estep 
Score: -99954.539062 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -99954.54 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100310.335938 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100310.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100572.007812 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100770.984375 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -100771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100943.789062 Penalty: 3341.535645
	Iteration 4F: 3 clusters Score -100943.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101073.585938 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -101073.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101182.171875 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -101182.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101261.679688 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -101261.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101321.789062 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -101321.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101346.250000 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101378.140625 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101404.203125 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101421.812500 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -101421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101448.625000 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -101448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101451.054688 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -101451.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101451.765625 Penalty: 3341.535645
	Iteration 15F: 3 clusters Score -101451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101458.742188 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -101458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101459.906250 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -101459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101459.906250 Penalty: 3341.535645
	Iteration 18F: 3 clusters Score -101459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Entering Unmasked Estep 
Score: -2733450.250000 Penalty: 2391.391357
	Iteration 0F: 2 clusters Score -2733450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2722396.750000 Penalty: 4782.782715
	Iteration 0F: 3 clusters Score -2722397 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2725869.750000 Penalty: 4782.782715
	Iteration 1F: 3 clusters Score -2725870 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2726256.000000 Penalty: 4782.782715
	Iteration 2F: 3 clusters Score -2726256 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2726556.000000 Penalty: 4782.782715
	Iteration 3Q: 3 clusters Score -2726556 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2726839.250000 Penalty: 4782.782715
	Iteration 4Q: 3 clusters Score -2726839 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2727153.000000 Penalty: 4782.782715
	Iteration 5Q: 3 clusters Score -2727153 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2727529.750000 Penalty: 4782.782715
	Iteration 6Q: 3 clusters Score -2727530 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2727976.750000 Penalty: 4782.782715
	Iteration 7Q: 3 clusters Score -2727977 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2728542.750000 Penalty: 4782.782715
	Iteration 8Q: 3 clusters Score -2728543 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2729155.250000 Penalty: 4782.782715
	Iteration 9F: 3 clusters Score -2729155 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2729757.500000 Penalty: 4782.782715
	Iteration 10Q: 3 clusters Score -2729758 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2730259.250000 Penalty: 4782.782715
	Iteration 11Q: 3 clusters Score -2730259 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2730625.000000 Penalty: 4782.782715
	Iteration 12Q: 3 clusters Score -2730625 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2730888.500000 Penalty: 4782.782715
	Iteration 13Q: 3 clusters Score -2730888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2731059.250000 Penalty: 4782.782715
	Iteration 14Q: 3 clusters Score -2731059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2731175.500000 Penalty: 4782.782715
	Iteration 15Q: 3 clusters Score -2731176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2731242.500000 Penalty: 4782.782715
	Iteration 16Q: 3 clusters Score -2731242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2731288.750000 Penalty: 4782.782715
	Iteration 17Q: 3 clusters Score -2731289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2731332.750000 Penalty: 4782.782715
	Iteration 18Q: 3 clusters Score -2731333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2731367.250000 Penalty: 4782.782715
	Iteration 19Q: 3 clusters Score -2731367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2731385.500000 Penalty: 4782.782715
	Iteration 20F: 3 clusters Score -2731386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2731408.250000 Penalty: 4782.782715
	Iteration 21Q: 3 clusters Score -2731408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2731429.250000 Penalty: 4782.782715
	Iteration 22Q: 3 clusters Score -2731429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2731452.000000 Penalty: 4782.782715
	Iteration 23Q: 3 clusters Score -2731452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2731467.500000 Penalty: 4782.782715
	Iteration 24Q: 3 clusters Score -2731468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2731475.000000 Penalty: 4782.782715
	Iteration 25Q: 3 clusters Score -2731475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2731479.250000 Penalty: 4782.782715
	Iteration 26Q: 3 clusters Score -2731479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2731491.250000 Penalty: 4782.782715
	Iteration 27Q: 3 clusters Score -2731491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2731490.500000 Penalty: 4782.782715
	Iteration 28Q: 3 clusters Score -2731490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2731494.750000 Penalty: 4782.782715
	Iteration 29Q: 3 clusters Score -2731495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2731495.000000 Penalty: 4782.782715
	Iteration 30Q: 3 clusters Score -2731495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2731497.500000 Penalty: 4782.782715
	Iteration 31Q: 3 clusters Score -2731498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2731498.250000 Penalty: 4782.782715
	Iteration 32Q: 3 clusters Score -2731498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2731498.250000 Penalty: 4782.782715
	Iteration 33Q: 3 clusters Score -2731498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2731500.500000 Penalty: 4782.782715
	Iteration 34Q: 3 clusters Score -2731500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2731499.750000 Penalty: 4782.782715
	Iteration 35Q: 3 clusters Score -2731500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2731503.750000 Penalty: 4782.782715
	Iteration 36Q: 3 clusters Score -2731504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2731502.750000 Penalty: 4782.782715
	Iteration 37Q: 3 clusters Score -2731503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2731506.750000 Penalty: 4782.782715
	Iteration 38Q: 3 clusters Score -2731507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2731505.500000 Penalty: 4782.782715
	Iteration 39Q: 3 clusters Score -2731506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2731505.250000 Penalty: 4782.782715
	Iteration 40F: 3 clusters Score -2731505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2731511.750000 Penalty: 4782.782715
	Iteration 41Q: 3 clusters Score -2731512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2731512.500000 Penalty: 4782.782715
	Iteration 42Q: 3 clusters Score -2731512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2731515.750000 Penalty: 4782.782715
	Iteration 43Q: 3 clusters Score -2731516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2731519.000000 Penalty: 4782.782715
	Iteration 44Q: 3 clusters Score -2731519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2731517.750000 Penalty: 4782.782715
	Iteration 45Q: 3 clusters Score -2731518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2731517.750000 Penalty: 4782.782715
	Iteration 46F: 3 clusters Score -2731518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Entering Unmasked Estep 
Score: -2900298.250000 Penalty: 2408.206299
	Iteration 0F: 2 clusters Score -2900298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2888419.250000 Penalty: 4816.412598
	Iteration 0F: 3 clusters Score -2888419 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2892365.750000 Penalty: 4816.412598
	Iteration 1F: 3 clusters Score -2892366 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2892863.250000 Penalty: 4816.412598
	Iteration 2F: 3 clusters Score -2892863 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2893334.750000 Penalty: 4816.412598
	Iteration 3F: 3 clusters Score -2893335 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2893914.500000 Penalty: 4816.412598
	Iteration 4F: 3 clusters Score -2893914 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2894557.500000 Penalty: 4816.412598
	Iteration 5F: 3 clusters Score -2894558 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2895188.750000 Penalty: 4816.412598
	Iteration 6F: 3 clusters Score -2895189 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2895747.750000 Penalty: 4816.412598
	Iteration 7F: 3 clusters Score -2895748 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2896209.250000 Penalty: 4816.412598
	Iteration 8Q: 3 clusters Score -2896209 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2896568.250000 Penalty: 4816.412598
	Iteration 9Q: 3 clusters Score -2896568 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2896864.500000 Penalty: 4816.412598
	Iteration 10Q: 3 clusters Score -2896864 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2897109.750000 Penalty: 4816.412598
	Iteration 11Q: 3 clusters Score -2897110 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2897250.500000 Penalty: 4816.412598
	Iteration 12Q: 3 clusters Score -2897250 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2897376.500000 Penalty: 4816.412598
	Iteration 13Q: 3 clusters Score -2897376 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2897453.250000 Penalty: 4816.412598
	Iteration 14Q: 3 clusters Score -2897453 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2897529.000000 Penalty: 4816.412598
	Iteration 15Q: 3 clusters Score -2897529 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2897580.750000 Penalty: 4816.412598
	Iteration 16Q: 3 clusters Score -2897581 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2897597.000000 Penalty: 4816.412598
	Iteration 17Q: 3 clusters Score -2897597 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2897619.000000 Penalty: 4816.412598
	Iteration 18Q: 3 clusters Score -2897619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2897638.750000 Penalty: 4816.412598
	Iteration 19Q: 3 clusters Score -2897639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2897645.750000 Penalty: 4816.412598
	Iteration 20F: 3 clusters Score -2897646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2897648.250000 Penalty: 4816.412598
	Iteration 21Q: 3 clusters Score -2897648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2897657.750000 Penalty: 4816.412598
	Iteration 22Q: 3 clusters Score -2897658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2897660.250000 Penalty: 4816.412598
	Iteration 23Q: 3 clusters Score -2897660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2897660.000000 Penalty: 4816.412598
	Iteration 24Q: 3 clusters Score -2897660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2897669.500000 Penalty: 4816.412598
	Iteration 25Q: 3 clusters Score -2897670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2897673.250000 Penalty: 4816.412598
	Iteration 26Q: 3 clusters Score -2897673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2897685.250000 Penalty: 4816.412598
	Iteration 27Q: 3 clusters Score -2897685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2897695.750000 Penalty: 4816.412598
	Iteration 28Q: 3 clusters Score -2897696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2897703.000000 Penalty: 4816.412598
	Iteration 29Q: 3 clusters Score -2897703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2897701.250000 Penalty: 4816.412598
	Iteration 30Q: 3 clusters Score -2897701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2897707.500000 Penalty: 4816.412598
	Iteration 31Q: 3 clusters Score -2897708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2897713.500000 Penalty: 4816.412598
	Iteration 32Q: 3 clusters Score -2897714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2897719.500000 Penalty: 4816.412598
	Iteration 33Q: 3 clusters Score -2897720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2897726.000000 Penalty: 4816.412598
	Iteration 34Q: 3 clusters Score -2897726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2897726.500000 Penalty: 4816.412598
	Iteration 35Q: 3 clusters Score -2897726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2897738.250000 Penalty: 4816.412598
	Iteration 36Q: 3 clusters Score -2897738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2897742.500000 Penalty: 4816.412598
	Iteration 37Q: 3 clusters Score -2897742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2897741.000000 Penalty: 4816.412598
	Iteration 38Q: 3 clusters Score -2897741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2897756.250000 Penalty: 4816.412598
	Iteration 39Q: 3 clusters Score -2897756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2897760.000000 Penalty: 4816.412598
	Iteration 40F: 3 clusters Score -2897760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2897767.750000 Penalty: 4816.412598
	Iteration 41Q: 3 clusters Score -2897768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2897771.000000 Penalty: 4816.412598
	Iteration 42Q: 3 clusters Score -2897771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2897784.500000 Penalty: 4816.412598
	Iteration 43Q: 3 clusters Score -2897784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2897798.000000 Penalty: 4816.412598
	Iteration 44Q: 3 clusters Score -2897798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2897808.750000 Penalty: 4816.412598
	Iteration 45Q: 3 clusters Score -2897809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2897824.000000 Penalty: 4816.412598
	Iteration 46Q: 3 clusters Score -2897824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2897839.250000 Penalty: 4816.412598
	Iteration 47Q: 3 clusters Score -2897839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2897858.250000 Penalty: 4816.412598
	Iteration 48Q: 3 clusters Score -2897858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2897870.750000 Penalty: 4816.412598
	Iteration 49Q: 3 clusters Score -2897871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2897879.750000 Penalty: 4816.412598
	Iteration 50Q: 3 clusters Score -2897880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2897894.250000 Penalty: 4816.412598
	Iteration 51Q: 3 clusters Score -2897894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2897892.750000 Penalty: 4816.412598
	Iteration 52Q: 3 clusters Score -2897893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2897913.750000 Penalty: 4816.412598
	Iteration 53Q: 3 clusters Score -2897914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2897907.000000 Penalty: 4816.412598
	Iteration 54Q: 3 clusters Score -2897907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2897908.500000 Penalty: 4816.412598
	Iteration 55Q: 3 clusters Score -2897908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2897913.000000 Penalty: 4816.412598
	Iteration 56Q: 3 clusters Score -2897913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2897914.250000 Penalty: 4816.412598
	Iteration 57Q: 3 clusters Score -2897914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2897918.000000 Penalty: 4816.412598
	Iteration 58Q: 3 clusters Score -2897918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2897928.000000 Penalty: 4816.412598
	Iteration 59Q: 3 clusters Score -2897928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2897932.000000 Penalty: 4816.412598
	Iteration 60F: 3 clusters Score -2897932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2897930.750000 Penalty: 4816.412598
	Iteration 61Q: 3 clusters Score -2897931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2897935.500000 Penalty: 4816.412598
	Iteration 62Q: 3 clusters Score -2897936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2897931.500000 Penalty: 4816.412598
	Iteration 63Q: 3 clusters Score -2897932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2897940.000000 Penalty: 4816.412598
	Iteration 64Q: 3 clusters Score -2897940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2897948.500000 Penalty: 4816.412598
	Iteration 65Q: 3 clusters Score -2897948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2897958.500000 Penalty: 4816.412598
	Iteration 66Q: 3 clusters Score -2897958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2897955.250000 Penalty: 4816.412598
	Iteration 67Q: 3 clusters Score -2897955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2897961.750000 Penalty: 4816.412598
	Iteration 68Q: 3 clusters Score -2897962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2897961.250000 Penalty: 4816.412598
	Iteration 69Q: 3 clusters Score -2897961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2897967.000000 Penalty: 4816.412598
	Iteration 70Q: 3 clusters Score -2897967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2897984.750000 Penalty: 4816.412598
	Iteration 71Q: 3 clusters Score -2897985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2897983.250000 Penalty: 4816.412598
	Iteration 72Q: 3 clusters Score -2897983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2897992.250000 Penalty: 4816.412598
	Iteration 73Q: 3 clusters Score -2897992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2898004.000000 Penalty: 4816.412598
	Iteration 74Q: 3 clusters Score -2898004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2898022.000000 Penalty: 4816.412598
	Iteration 75Q: 3 clusters Score -2898022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2898031.000000 Penalty: 4816.412598
	Iteration 76Q: 3 clusters Score -2898031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2898027.500000 Penalty: 4816.412598
	Iteration 77Q: 3 clusters Score -2898028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2898042.000000 Penalty: 4816.412598
	Iteration 78Q: 3 clusters Score -2898042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2898057.250000 Penalty: 4816.412598
	Iteration 79Q: 3 clusters Score -2898057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2898069.250000 Penalty: 4816.412598
	Iteration 80F: 3 clusters Score -2898069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2898091.000000 Penalty: 4816.412598
	Iteration 81Q: 3 clusters Score -2898091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2898102.750000 Penalty: 4816.412598
	Iteration 82Q: 3 clusters Score -2898103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2898112.000000 Penalty: 4816.412598
	Iteration 83Q: 3 clusters Score -2898112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2898129.000000 Penalty: 4816.412598
	Iteration 84Q: 3 clusters Score -2898129 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2898151.250000 Penalty: 4816.412598
	Iteration 85Q: 3 clusters Score -2898151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2898170.500000 Penalty: 4816.412598
	Iteration 86Q: 3 clusters Score -2898170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2898187.750000 Penalty: 4816.412598
	Iteration 87Q: 3 clusters Score -2898188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2898214.000000 Penalty: 4816.412598
	Iteration 88Q: 3 clusters Score -2898214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2898229.500000 Penalty: 4816.412598
	Iteration 89Q: 3 clusters Score -2898230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2898251.750000 Penalty: 4816.412598
	Iteration 90Q: 3 clusters Score -2898252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2898279.000000 Penalty: 4816.412598
	Iteration 91Q: 3 clusters Score -2898279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2898289.750000 Penalty: 4816.412598
	Iteration 92Q: 3 clusters Score -2898290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2898321.500000 Penalty: 4816.412598
	Iteration 93Q: 3 clusters Score -2898322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2898344.250000 Penalty: 4816.412598
	Iteration 94Q: 3 clusters Score -2898344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2898372.000000 Penalty: 4816.412598
	Iteration 95Q: 3 clusters Score -2898372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2898385.500000 Penalty: 4816.412598
	Iteration 96Q: 3 clusters Score -2898386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2898403.000000 Penalty: 4816.412598
	Iteration 97Q: 3 clusters Score -2898403 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2898424.750000 Penalty: 4816.412598
	Iteration 98Q: 3 clusters Score -2898425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2898445.000000 Penalty: 4816.412598
	Iteration 99Q: 3 clusters Score -2898445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2898462.500000 Penalty: 4816.412598
	Iteration 100F: 3 clusters Score -2898462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2898476.500000 Penalty: 4816.412598
	Iteration 101Q: 3 clusters Score -2898476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2898495.000000 Penalty: 4816.412598
	Iteration 102Q: 3 clusters Score -2898495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2898514.750000 Penalty: 4816.412598
	Iteration 103Q: 3 clusters Score -2898515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2898525.750000 Penalty: 4816.412598
	Iteration 104Q: 3 clusters Score -2898526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2898557.500000 Penalty: 4816.412598
	Iteration 105Q: 3 clusters Score -2898558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2898581.750000 Penalty: 4816.412598
	Iteration 106Q: 3 clusters Score -2898582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2898612.250000 Penalty: 4816.412598
	Iteration 107Q: 3 clusters Score -2898612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2898667.250000 Penalty: 4816.412598
	Iteration 108Q: 3 clusters Score -2898667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2898708.750000 Penalty: 4816.412598
	Iteration 109Q: 3 clusters Score -2898709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2898746.750000 Penalty: 4816.412598
	Iteration 110Q: 3 clusters Score -2898747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2898789.750000 Penalty: 4816.412598
	Iteration 111Q: 3 clusters Score -2898790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2898834.000000 Penalty: 4816.412598
	Iteration 112Q: 3 clusters Score -2898834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2898878.750000 Penalty: 4816.412598
	Iteration 113Q: 3 clusters Score -2898879 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2898922.000000 Penalty: 4816.412598
	Iteration 114Q: 3 clusters Score -2898922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2898945.500000 Penalty: 4816.412598
	Iteration 115Q: 3 clusters Score -2898946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2898961.250000 Penalty: 4816.412598
	Iteration 116Q: 3 clusters Score -2898961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2898970.500000 Penalty: 4816.412598
	Iteration 117Q: 3 clusters Score -2898970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2898974.500000 Penalty: 4816.412598
	Iteration 118Q: 3 clusters Score -2898974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2898978.750000 Penalty: 4816.412598
	Iteration 119Q: 3 clusters Score -2898979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2898980.250000 Penalty: 4816.412598
	Iteration 120F: 3 clusters Score -2898980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2898981.750000 Penalty: 4816.412598
	Iteration 121Q: 3 clusters Score -2898982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2898980.750000 Penalty: 4816.412598
	Iteration 122Q: 3 clusters Score -2898981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2898977.250000 Penalty: 4816.412598
	Iteration 123Q: 3 clusters Score -2898977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2898989.000000 Penalty: 4816.412598
	Iteration 124Q: 3 clusters Score -2898989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2898989.750000 Penalty: 4816.412598
	Iteration 125Q: 3 clusters Score -2898990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2898988.250000 Penalty: 4816.412598
	Iteration 126Q: 3 clusters Score -2898988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2898989.500000 Penalty: 4816.412598
	Iteration 127Q: 3 clusters Score -2898990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2898989.500000 Penalty: 4816.412598
	Iteration 128F: 3 clusters Score -2898990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Entering Unmasked Estep 
Score: -8556437.000000 Penalty: 2670.082764
	Iteration 0F: 2 clusters Score -8556437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -8526389.000000 Penalty: 5340.165527
	Iteration 0F: 3 clusters Score -8526389 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -8538207.000000 Penalty: 5340.165527
	Iteration 1F: 3 clusters Score -8538207 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8538701.000000 Penalty: 5340.165527
	Iteration 2Q: 3 clusters Score -8538701 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -8539101.000000 Penalty: 5340.165527
	Iteration 3Q: 3 clusters Score -8539101 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -8539477.000000 Penalty: 5340.165527
	Iteration 4Q: 3 clusters Score -8539477 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -8539920.000000 Penalty: 5340.165527
	Iteration 5Q: 3 clusters Score -8539920 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -8540428.000000 Penalty: 5340.165527
	Iteration 6Q: 3 clusters Score -8540428 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -8541179.000000 Penalty: 5340.165527
	Iteration 7Q: 3 clusters Score -8541179 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -8542250.000000 Penalty: 5340.165527
	Iteration 8Q: 3 clusters Score -8542250 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -8543778.000000 Penalty: 5340.165527
	Iteration 9F: 3 clusters Score -8543778 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -8545898.000000 Penalty: 5340.165527
	Iteration 10F: 3 clusters Score -8545898 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -8548349.000000 Penalty: 5340.165527
	Iteration 11F: 3 clusters Score -8548349 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8550705.000000 Penalty: 5340.165527
	Iteration 12F: 3 clusters Score -8550705 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -8552282.000000 Penalty: 5340.165527
	Iteration 13Q: 3 clusters Score -8552282 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -8553221.000000 Penalty: 5340.165527
	Iteration 14Q: 3 clusters Score -8553221 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -8553716.000000 Penalty: 5340.165527
	Iteration 15Q: 3 clusters Score -8553716 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -8553879.000000 Penalty: 5340.165527
	Iteration 16Q: 3 clusters Score -8553879 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -8553966.000000 Penalty: 5340.165527
	Iteration 17Q: 3 clusters Score -8553966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -8554026.000000 Penalty: 5340.165527
	Iteration 18Q: 3 clusters Score -8554026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -8554050.000000 Penalty: 5340.165527
	Iteration 19Q: 3 clusters Score -8554050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -8554053.000000 Penalty: 5340.165527
	Iteration 20F: 3 clusters Score -8554053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -8554081.000000 Penalty: 5340.165527
	Iteration 21Q: 3 clusters Score -8554081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8554097.000000 Penalty: 5340.165527
	Iteration 22Q: 3 clusters Score -8554097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8554109.000000 Penalty: 5340.165527
	Iteration 23Q: 3 clusters Score -8554109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -8554125.000000 Penalty: 5340.165527
	Iteration 24Q: 3 clusters Score -8554125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8554130.000000 Penalty: 5340.165527
	Iteration 25Q: 3 clusters Score -8554130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -8554135.000000 Penalty: 5340.165527
	Iteration 26Q: 3 clusters Score -8554135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -8554144.000000 Penalty: 5340.165527
	Iteration 27Q: 3 clusters Score -8554144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8554146.000000 Penalty: 5340.165527
	Iteration 28Q: 3 clusters Score -8554146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -8554147.000000 Penalty: 5340.165527
	Iteration 29Q: 3 clusters Score -8554147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8554143.000000 Penalty: 5340.165527
	Iteration 30Q: 3 clusters Score -8554143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -8554147.000000 Penalty: 5340.165527
	Iteration 31Q: 3 clusters Score -8554147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8554147.000000 Penalty: 5340.165527
	Iteration 32Q: 3 clusters Score -8554147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8554148.000000 Penalty: 5340.165527
	Iteration 33Q: 3 clusters Score -8554148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8554148.000000 Penalty: 5340.165527
	Iteration 34F: 3 clusters Score -8554148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -396032.312500 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -396032.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393225.437500 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -393225.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -394433.500000 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -394433.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -395249.656250 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -395249.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -395646.406250 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -395646.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -395858.343750 Penalty: 3868.474365
	Iteration 4F: 3 clusters Score -395858.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -395987.937500 Penalty: 3868.474365
	Iteration 5Q: 3 clusters Score -395987.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -396045.812500 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -396045.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -396083.125000 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -396083.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -396102.687500 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -396102.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -396118.125000 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -396118.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -396129.312500 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -396129.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -396146.468750 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -396146.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -396154.843750 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -396154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -396160.468750 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -396160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -396173.187500 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -396173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -396187.906250 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -396187.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -396201.968750 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -396202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -396212.812500 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -396212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -396219.437500 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -396219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -396222.968750 Penalty: 3868.474365
	Iteration 19Q: 3 clusters Score -396223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -396231.125000 Penalty: 3868.474365
	Iteration 20F: 3 clusters Score -396231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -396237.687500 Penalty: 3868.474365
	Iteration 21Q: 3 clusters Score -396237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -396252.656250 Penalty: 3868.474365
	Iteration 22Q: 3 clusters Score -396252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -396260.093750 Penalty: 3868.474365
	Iteration 23Q: 3 clusters Score -396260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -396263.687500 Penalty: 3868.474365
	Iteration 24Q: 3 clusters Score -396263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -396264.375000 Penalty: 3868.474365
	Iteration 25Q: 3 clusters Score -396264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -396264.968750 Penalty: 3868.474365
	Iteration 26Q: 3 clusters Score -396265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -396265.156250 Penalty: 3868.474365
	Iteration 27Q: 3 clusters Score -396265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -396267.093750 Penalty: 3868.474365
	Iteration 28Q: 3 clusters Score -396267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -396267.093750 Penalty: 3868.474365
	Iteration 29F: 3 clusters Score -396267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 1773 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 50451 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 56049 members 
Mstep: Class 14 contains 41258 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44719 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39211 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41738 members 
Mstep: Class 29 contains 41861 members 
Mstep: Class 30 contains 15263 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43142 members 
Mstep: Class 33 contains 45542 members 
Mstep: Class 34 contains 43162 members 
Mstep: Class 35 contains 43358 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38200 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43367 members 
Mstep: Class 44 contains 47228 members 
Mstep: Class 45 contains 666 members 
Entering Unmasked Estep 
Score: -196427200.000000 Penalty: 155465.468750
Splitting cluster 5 changes total score from -196428608.000000 to -196427200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Entering Unmasked Estep 
Score: -2889448.000000 Penalty: 2406.969971
	Iteration 0F: 2 clusters Score -2889448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2877618.500000 Penalty: 4813.939941
	Iteration 0F: 3 clusters Score -2877618 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2881564.250000 Penalty: 4813.939941
	Iteration 1F: 3 clusters Score -2881564 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2882008.750000 Penalty: 4813.939941
	Iteration 2F: 3 clusters Score -2882009 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2882396.250000 Penalty: 4813.939941
	Iteration 3F: 3 clusters Score -2882396 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2882723.250000 Penalty: 4813.939941
	Iteration 4Q: 3 clusters Score -2882723 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2883021.750000 Penalty: 4813.939941
	Iteration 5Q: 3 clusters Score -2883022 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2883308.500000 Penalty: 4813.939941
	Iteration 6Q: 3 clusters Score -2883308 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2883600.500000 Penalty: 4813.939941
	Iteration 7Q: 3 clusters Score -2883600 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2883885.000000 Penalty: 4813.939941
	Iteration 8Q: 3 clusters Score -2883885 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2884154.250000 Penalty: 4813.939941
	Iteration 9Q: 3 clusters Score -2884154 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2884409.000000 Penalty: 4813.939941
	Iteration 10Q: 3 clusters Score -2884409 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2884675.000000 Penalty: 4813.939941
	Iteration 11Q: 3 clusters Score -2884675 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2884969.750000 Penalty: 4813.939941
	Iteration 12Q: 3 clusters Score -2884970 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2885320.750000 Penalty: 4813.939941
	Iteration 13Q: 3 clusters Score -2885321 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2885713.500000 Penalty: 4813.939941
	Iteration 14Q: 3 clusters Score -2885714 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2886142.000000 Penalty: 4813.939941
	Iteration 15Q: 3 clusters Score -2886142 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2886538.750000 Penalty: 4813.939941
	Iteration 16Q: 3 clusters Score -2886539 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2886929.500000 Penalty: 4813.939941
	Iteration 17Q: 3 clusters Score -2886930 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2887288.750000 Penalty: 4813.939941
	Iteration 18Q: 3 clusters Score -2887289 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2887609.000000 Penalty: 4813.939941
	Iteration 19Q: 3 clusters Score -2887609 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2887861.250000 Penalty: 4813.939941
	Iteration 20F: 3 clusters Score -2887861 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2888105.000000 Penalty: 4813.939941
	Iteration 21Q: 3 clusters Score -2888105 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2888317.500000 Penalty: 4813.939941
	Iteration 22Q: 3 clusters Score -2888318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2888456.250000 Penalty: 4813.939941
	Iteration 23Q: 3 clusters Score -2888456 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2888526.250000 Penalty: 4813.939941
	Iteration 24Q: 3 clusters Score -2888526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2888575.000000 Penalty: 4813.939941
	Iteration 25Q: 3 clusters Score -2888575 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2888591.500000 Penalty: 4813.939941
	Iteration 26Q: 3 clusters Score -2888592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2888609.250000 Penalty: 4813.939941
	Iteration 27Q: 3 clusters Score -2888609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2888620.000000 Penalty: 4813.939941
	Iteration 28Q: 3 clusters Score -2888620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2888638.250000 Penalty: 4813.939941
	Iteration 29Q: 3 clusters Score -2888638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2888652.000000 Penalty: 4813.939941
	Iteration 30Q: 3 clusters Score -2888652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2888663.000000 Penalty: 4813.939941
	Iteration 31Q: 3 clusters Score -2888663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2888670.000000 Penalty: 4813.939941
	Iteration 32Q: 3 clusters Score -2888670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2888668.500000 Penalty: 4813.939941
	Iteration 33Q: 3 clusters Score -2888668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2888673.000000 Penalty: 4813.939941
	Iteration 34Q: 3 clusters Score -2888673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2888681.000000 Penalty: 4813.939941
	Iteration 35Q: 3 clusters Score -2888681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2888683.750000 Penalty: 4813.939941
	Iteration 36Q: 3 clusters Score -2888684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2888686.000000 Penalty: 4813.939941
	Iteration 37Q: 3 clusters Score -2888686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2888685.250000 Penalty: 4813.939941
	Iteration 38Q: 3 clusters Score -2888685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2888683.250000 Penalty: 4813.939941
	Iteration 39Q: 3 clusters Score -2888683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2888686.750000 Penalty: 4813.939941
	Iteration 40F: 3 clusters Score -2888687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2888687.000000 Penalty: 4813.939941
	Iteration 41Q: 3 clusters Score -2888687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2888692.250000 Penalty: 4813.939941
	Iteration 42Q: 3 clusters Score -2888692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2888692.500000 Penalty: 4813.939941
	Iteration 43Q: 3 clusters Score -2888692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2888689.750000 Penalty: 4813.939941
	Iteration 44Q: 3 clusters Score -2888690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2888686.750000 Penalty: 4813.939941
	Iteration 45Q: 3 clusters Score -2888687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2888686.500000 Penalty: 4813.939941
	Iteration 46Q: 3 clusters Score -2888686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2888692.250000 Penalty: 4813.939941
	Iteration 47Q: 3 clusters Score -2888692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2888691.750000 Penalty: 4813.939941
	Iteration 48Q: 3 clusters Score -2888692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2888698.000000 Penalty: 4813.939941
	Iteration 49Q: 3 clusters Score -2888698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2888695.750000 Penalty: 4813.939941
	Iteration 50Q: 3 clusters Score -2888696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2888697.750000 Penalty: 4813.939941
	Iteration 51Q: 3 clusters Score -2888698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2888697.750000 Penalty: 4813.939941
	Iteration 52F: 3 clusters Score -2888698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Entering Unmasked Estep 
Score: -1114531.875000 Penalty: 2175.799561
	Iteration 0F: 2 clusters Score -1114532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1109091.250000 Penalty: 4351.599121
	Iteration 0F: 3 clusters Score -1109091 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1110627.125000 Penalty: 4351.599121
	Iteration 1F: 3 clusters Score -1110627 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1111225.750000 Penalty: 4351.599121
	Iteration 2F: 3 clusters Score -1111226 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1111895.875000 Penalty: 4351.599121
	Iteration 3F: 3 clusters Score -1111896 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1112515.500000 Penalty: 4351.599121
	Iteration 4F: 3 clusters Score -1112516 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1113064.500000 Penalty: 4351.599121
	Iteration 5F: 3 clusters Score -1113064 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1113479.250000 Penalty: 4351.599121
	Iteration 6F: 3 clusters Score -1113479 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1113746.250000 Penalty: 4351.599121
	Iteration 7F: 3 clusters Score -1113746 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1113956.125000 Penalty: 4351.599121
	Iteration 8Q: 3 clusters Score -1113956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1114141.000000 Penalty: 4351.599121
	Iteration 9Q: 3 clusters Score -1114141 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1114286.875000 Penalty: 4351.599121
	Iteration 10Q: 3 clusters Score -1114287 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1114386.125000 Penalty: 4351.599121
	Iteration 11Q: 3 clusters Score -1114386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1114459.375000 Penalty: 4351.599121
	Iteration 12Q: 3 clusters Score -1114459 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1114512.250000 Penalty: 4351.599121
	Iteration 13Q: 3 clusters Score -1114512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1114552.125000 Penalty: 4351.599121
	Iteration 14Q: 3 clusters Score -1114552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1114585.375000 Penalty: 4351.599121
	Iteration 15Q: 3 clusters Score -1114585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1114617.250000 Penalty: 4351.599121
	Iteration 16Q: 3 clusters Score -1114617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1114648.500000 Penalty: 4351.599121
	Iteration 17Q: 3 clusters Score -1114648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1114675.375000 Penalty: 4351.599121
	Iteration 18Q: 3 clusters Score -1114675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1114695.250000 Penalty: 4351.599121
	Iteration 19Q: 3 clusters Score -1114695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1114710.000000 Penalty: 4351.599121
	Iteration 20F: 3 clusters Score -1114710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1114722.875000 Penalty: 4351.599121
	Iteration 21Q: 3 clusters Score -1114723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1114733.750000 Penalty: 4351.599121
	Iteration 22Q: 3 clusters Score -1114734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1114741.000000 Penalty: 4351.599121
	Iteration 23Q: 3 clusters Score -1114741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1114745.375000 Penalty: 4351.599121
	Iteration 24Q: 3 clusters Score -1114745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1114746.750000 Penalty: 4351.599121
	Iteration 25Q: 3 clusters Score -1114747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1114749.000000 Penalty: 4351.599121
	Iteration 26Q: 3 clusters Score -1114749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1114750.625000 Penalty: 4351.599121
	Iteration 27Q: 3 clusters Score -1114751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1114753.000000 Penalty: 4351.599121
	Iteration 28Q: 3 clusters Score -1114753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1114753.750000 Penalty: 4351.599121
	Iteration 29Q: 3 clusters Score -1114754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1114752.375000 Penalty: 4351.599121
	Iteration 30Q: 3 clusters Score -1114752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1114752.375000 Penalty: 4351.599121
	Iteration 31F: 3 clusters Score -1114752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 50451 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 56049 members 
Mstep: Class 14 contains 41258 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44719 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39211 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41738 members 
Mstep: Class 29 contains 41861 members 
Mstep: Class 30 contains 15263 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43142 members 
Mstep: Class 33 contains 45542 members 
Mstep: Class 34 contains 43162 members 
Mstep: Class 35 contains 43358 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38200 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43367 members 
Mstep: Class 44 contains 47228 members 
Mstep: Class 45 contains 1208 members 
Entering Unmasked Estep 
Score: -196427584.000000 Penalty: 155465.468750
Splitting cluster 7 changes total score from -196428608.000000 to -196427584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (40179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Entering Unmasked Estep 
Score: -7179240.500000 Penalty: 2629.072754
	Iteration 0F: 2 clusters Score -7179240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -7152339.500000 Penalty: 5258.145508
	Iteration 0F: 3 clusters Score -7152340 nChanged 18376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -7162490.500000 Penalty: 5258.145508
	Iteration 1F: 3 clusters Score -7162490 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7162950.000000 Penalty: 5258.145508
	Iteration 2Q: 3 clusters Score -7162950 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7163381.000000 Penalty: 5258.145508
	Iteration 3Q: 3 clusters Score -7163381 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -7163840.500000 Penalty: 5258.145508
	Iteration 4Q: 3 clusters Score -7163840 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -7164388.500000 Penalty: 5258.145508
	Iteration 5Q: 3 clusters Score -7164388 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -7165004.000000 Penalty: 5258.145508
	Iteration 6Q: 3 clusters Score -7165004 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -7165856.000000 Penalty: 5258.145508
	Iteration 7Q: 3 clusters Score -7165856 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -7166966.000000 Penalty: 5258.145508
	Iteration 8F: 3 clusters Score -7166966 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -7168441.500000 Penalty: 5258.145508
	Iteration 9F: 3 clusters Score -7168442 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -7170041.000000 Penalty: 5258.145508
	Iteration 10F: 3 clusters Score -7170041 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -7171685.500000 Penalty: 5258.145508
	Iteration 11F: 3 clusters Score -7171686 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -7173095.500000 Penalty: 5258.145508
	Iteration 12Q: 3 clusters Score -7173096 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -7174134.000000 Penalty: 5258.145508
	Iteration 13Q: 3 clusters Score -7174134 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -7174777.000000 Penalty: 5258.145508
	Iteration 14Q: 3 clusters Score -7174777 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -7175234.000000 Penalty: 5258.145508
	Iteration 15Q: 3 clusters Score -7175234 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -7175556.000000 Penalty: 5258.145508
	Iteration 16Q: 3 clusters Score -7175556 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -7175864.000000 Penalty: 5258.145508
	Iteration 17Q: 3 clusters Score -7175864 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -7176157.500000 Penalty: 5258.145508
	Iteration 18Q: 3 clusters Score -7176158 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -7176417.000000 Penalty: 5258.145508
	Iteration 19Q: 3 clusters Score -7176417 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -7176619.500000 Penalty: 5258.145508
	Iteration 20F: 3 clusters Score -7176620 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7176793.000000 Penalty: 5258.145508
	Iteration 21Q: 3 clusters Score -7176793 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -7176916.500000 Penalty: 5258.145508
	Iteration 22Q: 3 clusters Score -7176916 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -7177020.500000 Penalty: 5258.145508
	Iteration 23Q: 3 clusters Score -7177020 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -7177099.000000 Penalty: 5258.145508
	Iteration 24Q: 3 clusters Score -7177099 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7177153.500000 Penalty: 5258.145508
	Iteration 25Q: 3 clusters Score -7177154 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7177220.500000 Penalty: 5258.145508
	Iteration 26Q: 3 clusters Score -7177220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7177273.500000 Penalty: 5258.145508
	Iteration 27Q: 3 clusters Score -7177274 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7177328.500000 Penalty: 5258.145508
	Iteration 28Q: 3 clusters Score -7177328 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7177358.000000 Penalty: 5258.145508
	Iteration 29Q: 3 clusters Score -7177358 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7177365.500000 Penalty: 5258.145508
	Iteration 30Q: 3 clusters Score -7177366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7177384.000000 Penalty: 5258.145508
	Iteration 31Q: 3 clusters Score -7177384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7177395.500000 Penalty: 5258.145508
	Iteration 32Q: 3 clusters Score -7177396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7177417.500000 Penalty: 5258.145508
	Iteration 33Q: 3 clusters Score -7177418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7177444.500000 Penalty: 5258.145508
	Iteration 34Q: 3 clusters Score -7177444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7177431.000000 Penalty: 5258.145508
	Iteration 35Q: 3 clusters Score -7177431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7177442.000000 Penalty: 5258.145508
	Iteration 36Q: 3 clusters Score -7177442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7177445.000000 Penalty: 5258.145508
	Iteration 37Q: 3 clusters Score -7177445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7177445.000000 Penalty: 5258.145508
	Iteration 38Q: 3 clusters Score -7177445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7177446.500000 Penalty: 5258.145508
	Iteration 39Q: 3 clusters Score -7177446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7177449.500000 Penalty: 5258.145508
	Iteration 40F: 3 clusters Score -7177450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7177456.000000 Penalty: 5258.145508
	Iteration 41Q: 3 clusters Score -7177456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7177456.500000 Penalty: 5258.145508
	Iteration 42Q: 3 clusters Score -7177456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7177449.500000 Penalty: 5258.145508
	Iteration 43Q: 3 clusters Score -7177450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7177453.500000 Penalty: 5258.145508
	Iteration 44Q: 3 clusters Score -7177454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7177456.500000 Penalty: 5258.145508
	Iteration 45Q: 3 clusters Score -7177456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7177467.500000 Penalty: 5258.145508
	Iteration 46Q: 3 clusters Score -7177468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7177464.500000 Penalty: 5258.145508
	Iteration 47Q: 3 clusters Score -7177464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7177476.500000 Penalty: 5258.145508
	Iteration 48Q: 3 clusters Score -7177476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7177480.000000 Penalty: 5258.145508
	Iteration 49Q: 3 clusters Score -7177480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7177490.000000 Penalty: 5258.145508
	Iteration 50Q: 3 clusters Score -7177490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7177480.000000 Penalty: 5258.145508
	Iteration 51Q: 3 clusters Score -7177480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7177484.000000 Penalty: 5258.145508
	Iteration 52Q: 3 clusters Score -7177484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7177494.000000 Penalty: 5258.145508
	Iteration 53Q: 3 clusters Score -7177494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7177488.500000 Penalty: 5258.145508
	Iteration 54Q: 3 clusters Score -7177488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7177491.500000 Penalty: 5258.145508
	Iteration 55Q: 3 clusters Score -7177492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7177492.000000 Penalty: 5258.145508
	Iteration 56Q: 3 clusters Score -7177492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7177487.500000 Penalty: 5258.145508
	Iteration 57Q: 3 clusters Score -7177488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7177487.500000 Penalty: 5258.145508
	Iteration 58Q: 3 clusters Score -7177488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7177500.500000 Penalty: 5258.145508
	Iteration 59Q: 3 clusters Score -7177500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7177502.500000 Penalty: 5258.145508
	Iteration 60F: 3 clusters Score -7177502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7177496.500000 Penalty: 5258.145508
	Iteration 61Q: 3 clusters Score -7177496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7177497.500000 Penalty: 5258.145508
	Iteration 62Q: 3 clusters Score -7177498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7177499.500000 Penalty: 5258.145508
	Iteration 63Q: 3 clusters Score -7177500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7177497.000000 Penalty: 5258.145508
	Iteration 64Q: 3 clusters Score -7177497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7177493.000000 Penalty: 5258.145508
	Iteration 65Q: 3 clusters Score -7177493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7177491.500000 Penalty: 5258.145508
	Iteration 66Q: 3 clusters Score -7177492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7177486.000000 Penalty: 5258.145508
	Iteration 67Q: 3 clusters Score -7177486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7177490.500000 Penalty: 5258.145508
	Iteration 68Q: 3 clusters Score -7177490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7177495.500000 Penalty: 5258.145508
	Iteration 69Q: 3 clusters Score -7177496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7177502.000000 Penalty: 5258.145508
	Iteration 70Q: 3 clusters Score -7177502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7177496.500000 Penalty: 5258.145508
	Iteration 71Q: 3 clusters Score -7177496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7177500.000000 Penalty: 5258.145508
	Iteration 72Q: 3 clusters Score -7177500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7177495.000000 Penalty: 5258.145508
	Iteration 73Q: 3 clusters Score -7177495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7177495.000000 Penalty: 5258.145508
	Iteration 74Q: 3 clusters Score -7177495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7177493.000000 Penalty: 5258.145508
	Iteration 75Q: 3 clusters Score -7177493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7177492.000000 Penalty: 5258.145508
	Iteration 76Q: 3 clusters Score -7177492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7177500.000000 Penalty: 5258.145508
	Iteration 77Q: 3 clusters Score -7177500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7177501.000000 Penalty: 5258.145508
	Iteration 78Q: 3 clusters Score -7177501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7177501.000000 Penalty: 5258.145508
	Iteration 79F: 3 clusters Score -7177501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Entering Unmasked Estep 
Score: -8625851.000000 Penalty: 2677.585205
	Iteration 0F: 2 clusters Score -8625851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8594341.000000 Penalty: 5355.170410
	Iteration 0F: 3 clusters Score -8594341 nChanged 22397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -8606662.000000 Penalty: 5355.170410
	Iteration 1F: 3 clusters Score -8606662 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -8607178.000000 Penalty: 5355.170410
	Iteration 2Q: 3 clusters Score -8607178 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -8607691.000000 Penalty: 5355.170410
	Iteration 3Q: 3 clusters Score -8607691 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -8608349.000000 Penalty: 5355.170410
	Iteration 4Q: 3 clusters Score -8608349 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -8609269.000000 Penalty: 5355.170410
	Iteration 5Q: 3 clusters Score -8609269 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -8610614.000000 Penalty: 5355.170410
	Iteration 6F: 3 clusters Score -8610614 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -8612637.000000 Penalty: 5355.170410
	Iteration 7F: 3 clusters Score -8612637 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -8615774.000000 Penalty: 5355.170410
	Iteration 8F: 3 clusters Score -8615774 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -8619297.000000 Penalty: 5355.170410
	Iteration 9F: 3 clusters Score -8619297 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8621571.000000 Penalty: 5355.170410
	Iteration 10F: 3 clusters Score -8621571 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8622699.000000 Penalty: 5355.170410
	Iteration 11Q: 3 clusters Score -8622699 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8623163.000000 Penalty: 5355.170410
	Iteration 12Q: 3 clusters Score -8623163 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8623346.000000 Penalty: 5355.170410
	Iteration 13Q: 3 clusters Score -8623346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8623440.000000 Penalty: 5355.170410
	Iteration 14Q: 3 clusters Score -8623440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8623493.000000 Penalty: 5355.170410
	Iteration 15Q: 3 clusters Score -8623493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8623517.000000 Penalty: 5355.170410
	Iteration 16Q: 3 clusters Score -8623517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8623552.000000 Penalty: 5355.170410
	Iteration 17Q: 3 clusters Score -8623552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8623561.000000 Penalty: 5355.170410
	Iteration 18Q: 3 clusters Score -8623561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8623572.000000 Penalty: 5355.170410
	Iteration 19Q: 3 clusters Score -8623572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8623583.000000 Penalty: 5355.170410
	Iteration 20F: 3 clusters Score -8623583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8623589.000000 Penalty: 5355.170410
	Iteration 21Q: 3 clusters Score -8623589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8623594.000000 Penalty: 5355.170410
	Iteration 22Q: 3 clusters Score -8623594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8623593.000000 Penalty: 5355.170410
	Iteration 23Q: 3 clusters Score -8623593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8623593.000000 Penalty: 5355.170410
	Iteration 24Q: 3 clusters Score -8623593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8623594.000000 Penalty: 5355.170410
	Iteration 25Q: 3 clusters Score -8623594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8623594.000000 Penalty: 5355.170410
	Iteration 26F: 3 clusters Score -8623594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Entering Unmasked Estep 
Score: -9039908.000000 Penalty: 2685.531982
	Iteration 0F: 2 clusters Score -9039908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -9008920.000000 Penalty: 5371.063965
	Iteration 0F: 3 clusters Score -9008920 nChanged 23407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -9021840.000000 Penalty: 5371.063965
	Iteration 1F: 3 clusters Score -9021840 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -9022732.000000 Penalty: 5371.063965
	Iteration 2Q: 3 clusters Score -9022732 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -9024016.000000 Penalty: 5371.063965
	Iteration 3F: 3 clusters Score -9024016 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -9026189.000000 Penalty: 5371.063965
	Iteration 4F: 3 clusters Score -9026189 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -9029526.000000 Penalty: 5371.063965
	Iteration 5F: 3 clusters Score -9029526 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -9033048.000000 Penalty: 5371.063965
	Iteration 6F: 3 clusters Score -9033048 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9035571.000000 Penalty: 5371.063965
	Iteration 7F: 3 clusters Score -9035571 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9036705.000000 Penalty: 5371.063965
	Iteration 8Q: 3 clusters Score -9036705 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9037175.000000 Penalty: 5371.063965
	Iteration 9Q: 3 clusters Score -9037175 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9037318.000000 Penalty: 5371.063965
	Iteration 10Q: 3 clusters Score -9037318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9037423.000000 Penalty: 5371.063965
	Iteration 11Q: 3 clusters Score -9037423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9037469.000000 Penalty: 5371.063965
	Iteration 12Q: 3 clusters Score -9037469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9037523.000000 Penalty: 5371.063965
	Iteration 13Q: 3 clusters Score -9037523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9037563.000000 Penalty: 5371.063965
	Iteration 14Q: 3 clusters Score -9037563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9037567.000000 Penalty: 5371.063965
	Iteration 15Q: 3 clusters Score -9037567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9037570.000000 Penalty: 5371.063965
	Iteration 16Q: 3 clusters Score -9037570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9037577.000000 Penalty: 5371.063965
	Iteration 17Q: 3 clusters Score -9037577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9037578.000000 Penalty: 5371.063965
	Iteration 18Q: 3 clusters Score -9037578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9037579.000000 Penalty: 5371.063965
	Iteration 19Q: 3 clusters Score -9037579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9037580.000000 Penalty: 5371.063965
	Iteration 20F: 3 clusters Score -9037580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9037576.000000 Penalty: 5371.063965
	Iteration 21Q: 3 clusters Score -9037576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9037588.000000 Penalty: 5371.063965
	Iteration 22Q: 3 clusters Score -9037588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9037603.000000 Penalty: 5371.063965
	Iteration 23Q: 3 clusters Score -9037603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9037616.000000 Penalty: 5371.063965
	Iteration 24Q: 3 clusters Score -9037616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9037618.000000 Penalty: 5371.063965
	Iteration 25Q: 3 clusters Score -9037618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9037626.000000 Penalty: 5371.063965
	Iteration 26Q: 3 clusters Score -9037626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9037634.000000 Penalty: 5371.063965
	Iteration 27Q: 3 clusters Score -9037634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9037632.000000 Penalty: 5371.063965
	Iteration 28Q: 3 clusters Score -9037632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9037632.000000 Penalty: 5371.063965
	Iteration 29F: 3 clusters Score -9037632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -941852.000000 Penalty: 2122.181396
	Iteration 0F: 2 clusters Score -941852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -937239.000000 Penalty: 4244.362793
	Iteration 0F: 3 clusters Score -937239 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -938324.937500 Penalty: 4244.362793
	Iteration 1F: 3 clusters Score -938324.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -938543.000000 Penalty: 4244.362793
	Iteration 2F: 3 clusters Score -938543 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -938673.312500 Penalty: 4244.362793
	Iteration 3F: 3 clusters Score -938673.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -938741.000000 Penalty: 4244.362793
	Iteration 4Q: 3 clusters Score -938741 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -938785.500000 Penalty: 4244.362793
	Iteration 5Q: 3 clusters Score -938785.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -938830.562500 Penalty: 4244.362793
	Iteration 6Q: 3 clusters Score -938830.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -938860.875000 Penalty: 4244.362793
	Iteration 7Q: 3 clusters Score -938860.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -938884.375000 Penalty: 4244.362793
	Iteration 8Q: 3 clusters Score -938884.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -938904.812500 Penalty: 4244.362793
	Iteration 9Q: 3 clusters Score -938904.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -938923.812500 Penalty: 4244.362793
	Iteration 10Q: 3 clusters Score -938923.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -938946.500000 Penalty: 4244.362793
	Iteration 11Q: 3 clusters Score -938946.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -938960.062500 Penalty: 4244.362793
	Iteration 12Q: 3 clusters Score -938960.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -938977.937500 Penalty: 4244.362793
	Iteration 13Q: 3 clusters Score -938977.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -938991.687500 Penalty: 4244.362793
	Iteration 14Q: 3 clusters Score -938991.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -939004.812500 Penalty: 4244.362793
	Iteration 15Q: 3 clusters Score -939004.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -939019.500000 Penalty: 4244.362793
	Iteration 16Q: 3 clusters Score -939019.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -939036.750000 Penalty: 4244.362793
	Iteration 17Q: 3 clusters Score -939036.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -939051.562500 Penalty: 4244.362793
	Iteration 18Q: 3 clusters Score -939051.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -939069.500000 Penalty: 4244.362793
	Iteration 19Q: 3 clusters Score -939069.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -939091.375000 Penalty: 4244.362793
	Iteration 20F: 3 clusters Score -939091.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -939118.000000 Penalty: 4244.362793
	Iteration 21Q: 3 clusters Score -939118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -939140.750000 Penalty: 4244.362793
	Iteration 22Q: 3 clusters Score -939140.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -939162.312500 Penalty: 4244.362793
	Iteration 23Q: 3 clusters Score -939162.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -939191.000000 Penalty: 4244.362793
	Iteration 24Q: 3 clusters Score -939191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -939223.187500 Penalty: 4244.362793
	Iteration 25Q: 3 clusters Score -939223.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -939258.375000 Penalty: 4244.362793
	Iteration 26Q: 3 clusters Score -939258.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -939297.750000 Penalty: 4244.362793
	Iteration 27Q: 3 clusters Score -939297.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -939349.125000 Penalty: 4244.362793
	Iteration 28Q: 3 clusters Score -939349.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -939404.125000 Penalty: 4244.362793
	Iteration 29Q: 3 clusters Score -939404.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -939453.000000 Penalty: 4244.362793
	Iteration 30Q: 3 clusters Score -939453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -939499.812500 Penalty: 4244.362793
	Iteration 31Q: 3 clusters Score -939499.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -939548.187500 Penalty: 4244.362793
	Iteration 32Q: 3 clusters Score -939548.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -939610.937500 Penalty: 4244.362793
	Iteration 33Q: 3 clusters Score -939610.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -939674.812500 Penalty: 4244.362793
	Iteration 34Q: 3 clusters Score -939674.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -939714.312500 Penalty: 4244.362793
	Iteration 35Q: 3 clusters Score -939714.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -939749.625000 Penalty: 4244.362793
	Iteration 36Q: 3 clusters Score -939749.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -939788.875000 Penalty: 4244.362793
	Iteration 37Q: 3 clusters Score -939788.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -939809.062500 Penalty: 4244.362793
	Iteration 38Q: 3 clusters Score -939809.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -939835.187500 Penalty: 4244.362793
	Iteration 39Q: 3 clusters Score -939835.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -939852.875000 Penalty: 4244.362793
	Iteration 40F: 3 clusters Score -939852.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -939868.875000 Penalty: 4244.362793
	Iteration 41Q: 3 clusters Score -939868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -939883.187500 Penalty: 4244.362793
	Iteration 42Q: 3 clusters Score -939883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -939889.562500 Penalty: 4244.362793
	Iteration 43Q: 3 clusters Score -939889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -939896.375000 Penalty: 4244.362793
	Iteration 44Q: 3 clusters Score -939896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -939901.125000 Penalty: 4244.362793
	Iteration 45Q: 3 clusters Score -939901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -939903.125000 Penalty: 4244.362793
	Iteration 46Q: 3 clusters Score -939903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -939910.375000 Penalty: 4244.362793
	Iteration 47Q: 3 clusters Score -939910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -939919.187500 Penalty: 4244.362793
	Iteration 48Q: 3 clusters Score -939919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -939930.750000 Penalty: 4244.362793
	Iteration 49Q: 3 clusters Score -939930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -939942.312500 Penalty: 4244.362793
	Iteration 50Q: 3 clusters Score -939942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -939945.000000 Penalty: 4244.362793
	Iteration 51Q: 3 clusters Score -939945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -939948.250000 Penalty: 4244.362793
	Iteration 52Q: 3 clusters Score -939948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -939950.000000 Penalty: 4244.362793
	Iteration 53Q: 3 clusters Score -939950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -939953.125000 Penalty: 4244.362793
	Iteration 54Q: 3 clusters Score -939953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -939954.125000 Penalty: 4244.362793
	Iteration 55Q: 3 clusters Score -939954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -939957.250000 Penalty: 4244.362793
	Iteration 56Q: 3 clusters Score -939957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -939962.125000 Penalty: 4244.362793
	Iteration 57Q: 3 clusters Score -939962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -939964.812500 Penalty: 4244.362793
	Iteration 58Q: 3 clusters Score -939964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -939968.125000 Penalty: 4244.362793
	Iteration 59Q: 3 clusters Score -939968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -939972.187500 Penalty: 4244.362793
	Iteration 60F: 3 clusters Score -939972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -939977.562500 Penalty: 4244.362793
	Iteration 61Q: 3 clusters Score -939977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -939981.812500 Penalty: 4244.362793
	Iteration 62Q: 3 clusters Score -939981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -939987.187500 Penalty: 4244.362793
	Iteration 63Q: 3 clusters Score -939987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -939990.250000 Penalty: 4244.362793
	Iteration 64Q: 3 clusters Score -939990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -939991.625000 Penalty: 4244.362793
	Iteration 65Q: 3 clusters Score -939991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -939991.625000 Penalty: 4244.362793
	Iteration 66F: 3 clusters Score -939991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Entering Unmasked Estep 
Score: -8579808.000000 Penalty: 2672.726074
	Iteration 0F: 2 clusters Score -8579808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8548777.000000 Penalty: 5345.452148
	Iteration 0F: 3 clusters Score -8548777 nChanged 22070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8561188.000000 Penalty: 5345.452148
	Iteration 1F: 3 clusters Score -8561188 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -8562009.000000 Penalty: 5345.452148
	Iteration 2Q: 3 clusters Score -8562009 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -8563042.000000 Penalty: 5345.452148
	Iteration 3Q: 3 clusters Score -8563042 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -8564473.000000 Penalty: 5345.452148
	Iteration 4F: 3 clusters Score -8564473 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -8566561.000000 Penalty: 5345.452148
	Iteration 5F: 3 clusters Score -8566561 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -8569091.000000 Penalty: 5345.452148
	Iteration 6F: 3 clusters Score -8569091 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -8571779.000000 Penalty: 5345.452148
	Iteration 7F: 3 clusters Score -8571779 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -8573996.000000 Penalty: 5345.452148
	Iteration 8F: 3 clusters Score -8573996 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8575542.000000 Penalty: 5345.452148
	Iteration 9Q: 3 clusters Score -8575542 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8576530.000000 Penalty: 5345.452148
	Iteration 10Q: 3 clusters Score -8576530 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8577135.000000 Penalty: 5345.452148
	Iteration 11Q: 3 clusters Score -8577135 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8577490.000000 Penalty: 5345.452148
	Iteration 12Q: 3 clusters Score -8577490 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8577675.000000 Penalty: 5345.452148
	Iteration 13Q: 3 clusters Score -8577675 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8577742.000000 Penalty: 5345.452148
	Iteration 14Q: 3 clusters Score -8577742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8577773.000000 Penalty: 5345.452148
	Iteration 15Q: 3 clusters Score -8577773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8577811.000000 Penalty: 5345.452148
	Iteration 16Q: 3 clusters Score -8577811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8577840.000000 Penalty: 5345.452148
	Iteration 17Q: 3 clusters Score -8577840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8577885.000000 Penalty: 5345.452148
	Iteration 18Q: 3 clusters Score -8577885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8577911.000000 Penalty: 5345.452148
	Iteration 19Q: 3 clusters Score -8577911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8577941.000000 Penalty: 5345.452148
	Iteration 20F: 3 clusters Score -8577941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8577982.000000 Penalty: 5345.452148
	Iteration 21Q: 3 clusters Score -8577982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8577999.000000 Penalty: 5345.452148
	Iteration 22Q: 3 clusters Score -8577999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8578013.000000 Penalty: 5345.452148
	Iteration 23Q: 3 clusters Score -8578013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8578009.000000 Penalty: 5345.452148
	Iteration 24Q: 3 clusters Score -8578009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8578035.000000 Penalty: 5345.452148
	Iteration 25Q: 3 clusters Score -8578035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8578031.000000 Penalty: 5345.452148
	Iteration 26Q: 3 clusters Score -8578031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8578037.000000 Penalty: 5345.452148
	Iteration 27Q: 3 clusters Score -8578037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8578033.000000 Penalty: 5345.452148
	Iteration 28Q: 3 clusters Score -8578033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8578030.000000 Penalty: 5345.452148
	Iteration 29Q: 3 clusters Score -8578030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8578034.000000 Penalty: 5345.452148
	Iteration 30Q: 3 clusters Score -8578034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8578033.000000 Penalty: 5345.452148
	Iteration 31Q: 3 clusters Score -8578033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8578044.000000 Penalty: 5345.452148
	Iteration 32Q: 3 clusters Score -8578044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8578044.000000 Penalty: 5345.452148
	Iteration 33Q: 3 clusters Score -8578044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8578043.000000 Penalty: 5345.452148
	Iteration 34Q: 3 clusters Score -8578043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8578049.000000 Penalty: 5345.452148
	Iteration 35Q: 3 clusters Score -8578049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8578049.000000 Penalty: 5345.452148
	Iteration 36Q: 3 clusters Score -8578049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8578055.000000 Penalty: 5345.452148
	Iteration 37Q: 3 clusters Score -8578055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8578052.000000 Penalty: 5345.452148
	Iteration 38Q: 3 clusters Score -8578052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8578051.000000 Penalty: 5345.452148
	Iteration 39Q: 3 clusters Score -8578051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8578040.000000 Penalty: 5345.452148
	Iteration 40F: 3 clusters Score -8578040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8578052.000000 Penalty: 5345.452148
	Iteration 41Q: 3 clusters Score -8578052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8578056.000000 Penalty: 5345.452148
	Iteration 42Q: 3 clusters Score -8578056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8578057.000000 Penalty: 5345.452148
	Iteration 43Q: 3 clusters Score -8578057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8578054.000000 Penalty: 5345.452148
	Iteration 44Q: 3 clusters Score -8578054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8578057.000000 Penalty: 5345.452148
	Iteration 45Q: 3 clusters Score -8578057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8578054.000000 Penalty: 5345.452148
	Iteration 46Q: 3 clusters Score -8578054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8578054.000000 Penalty: 5345.452148
	Iteration 47F: 3 clusters Score -8578054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Entering Unmasked Estep 
Score: -10090924.000000 Penalty: 2711.627441
	Iteration 0F: 2 clusters Score -1.009092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -10060289.000000 Penalty: 5423.254883
	Iteration 0F: 3 clusters Score -1.006029e+07 nChanged 25923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -10074749.000000 Penalty: 5423.254883
	Iteration 1F: 3 clusters Score -1.007475e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -10075158.000000 Penalty: 5423.254883
	Iteration 2Q: 3 clusters Score -1.007516e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -10075659.000000 Penalty: 5423.254883
	Iteration 3Q: 3 clusters Score -1.007566e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -10076081.000000 Penalty: 5423.254883
	Iteration 4Q: 3 clusters Score -1.007608e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -10076468.000000 Penalty: 5423.254883
	Iteration 5Q: 3 clusters Score -1.007647e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -10076896.000000 Penalty: 5423.254883
	Iteration 6Q: 3 clusters Score -1.00769e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -10077541.000000 Penalty: 5423.254883
	Iteration 7Q: 3 clusters Score -1.007754e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -10078273.000000 Penalty: 5423.254883
	Iteration 8Q: 3 clusters Score -1.007827e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -10079304.000000 Penalty: 5423.254883
	Iteration 9Q: 3 clusters Score -1.00793e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -10080805.000000 Penalty: 5423.254883
	Iteration 10Q: 3 clusters Score -1.00808e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -10082490.000000 Penalty: 5423.254883
	Iteration 11F: 3 clusters Score -1.008249e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -10084127.000000 Penalty: 5423.254883
	Iteration 12F: 3 clusters Score -1.008413e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -10085493.000000 Penalty: 5423.254883
	Iteration 13F: 3 clusters Score -1.008549e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -10086451.000000 Penalty: 5423.254883
	Iteration 14Q: 3 clusters Score -1.008645e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -10087059.000000 Penalty: 5423.254883
	Iteration 15Q: 3 clusters Score -1.008706e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -10087506.000000 Penalty: 5423.254883
	Iteration 16Q: 3 clusters Score -1.008751e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -10087767.000000 Penalty: 5423.254883
	Iteration 17Q: 3 clusters Score -1.008777e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -10087997.000000 Penalty: 5423.254883
	Iteration 18Q: 3 clusters Score -1.0088e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -10088173.000000 Penalty: 5423.254883
	Iteration 19Q: 3 clusters Score -1.008817e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -10088299.000000 Penalty: 5423.254883
	Iteration 20F: 3 clusters Score -1.00883e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -10088396.000000 Penalty: 5423.254883
	Iteration 21Q: 3 clusters Score -1.00884e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -10088493.000000 Penalty: 5423.254883
	Iteration 22Q: 3 clusters Score -1.008849e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -10088549.000000 Penalty: 5423.254883
	Iteration 23Q: 3 clusters Score -1.008855e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -10088545.000000 Penalty: 5423.254883
	Iteration 24Q: 3 clusters Score -1.008854e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -10088556.000000 Penalty: 5423.254883
	Iteration 25Q: 3 clusters Score -1.008856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -10088594.000000 Penalty: 5423.254883
	Iteration 26Q: 3 clusters Score -1.008859e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -10088672.000000 Penalty: 5423.254883
	Iteration 27Q: 3 clusters Score -1.008867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -10088681.000000 Penalty: 5423.254883
	Iteration 28Q: 3 clusters Score -1.008868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -10088713.000000 Penalty: 5423.254883
	Iteration 29Q: 3 clusters Score -1.008871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -10088707.000000 Penalty: 5423.254883
	Iteration 30Q: 3 clusters Score -1.008871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -10088734.000000 Penalty: 5423.254883
	Iteration 31Q: 3 clusters Score -1.008873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -10088754.000000 Penalty: 5423.254883
	Iteration 32Q: 3 clusters Score -1.008875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -10088755.000000 Penalty: 5423.254883
	Iteration 33Q: 3 clusters Score -1.008876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -10088779.000000 Penalty: 5423.254883
	Iteration 34Q: 3 clusters Score -1.008878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -10088772.000000 Penalty: 5423.254883
	Iteration 35Q: 3 clusters Score -1.008877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -10088788.000000 Penalty: 5423.254883
	Iteration 36Q: 3 clusters Score -1.008879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -10088789.000000 Penalty: 5423.254883
	Iteration 37Q: 3 clusters Score -1.008879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -10088796.000000 Penalty: 5423.254883
	Iteration 38Q: 3 clusters Score -1.00888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -10088792.000000 Penalty: 5423.254883
	Iteration 39Q: 3 clusters Score -1.008879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -10088791.000000 Penalty: 5423.254883
	Iteration 40F: 3 clusters Score -1.008879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -10088789.000000 Penalty: 5423.254883
	Iteration 41Q: 3 clusters Score -1.008879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -10088789.000000 Penalty: 5423.254883
	Iteration 42Q: 3 clusters Score -1.008879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -10088789.000000 Penalty: 5423.254883
	Iteration 43Q: 3 clusters Score -1.008879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -10088789.000000 Penalty: 5423.254883
	Iteration 44F: 3 clusters Score -1.008879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Entering Unmasked Estep 
Score: -7342668.500000 Penalty: 2635.645020
	Iteration 0F: 2 clusters Score -7342668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -7314904.000000 Penalty: 5271.290039
	Iteration 0F: 3 clusters Score -7314904 nChanged 19055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -7325580.000000 Penalty: 5271.290039
	Iteration 1F: 3 clusters Score -7325580 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -7326495.500000 Penalty: 5271.290039
	Iteration 2F: 3 clusters Score -7326496 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -7327398.500000 Penalty: 5271.290039
	Iteration 3F: 3 clusters Score -7327398 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7328312.000000 Penalty: 5271.290039
	Iteration 4Q: 3 clusters Score -7328312 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -7329461.500000 Penalty: 5271.290039
	Iteration 5F: 3 clusters Score -7329462 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -7330873.000000 Penalty: 5271.290039
	Iteration 6F: 3 clusters Score -7330873 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -7332355.000000 Penalty: 5271.290039
	Iteration 7F: 3 clusters Score -7332355 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -7333913.500000 Penalty: 5271.290039
	Iteration 8F: 3 clusters Score -7333914 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -7335366.500000 Penalty: 5271.290039
	Iteration 9F: 3 clusters Score -7335366 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -7336622.500000 Penalty: 5271.290039
	Iteration 10Q: 3 clusters Score -7336622 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -7337483.000000 Penalty: 5271.290039
	Iteration 11Q: 3 clusters Score -7337483 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -7338032.500000 Penalty: 5271.290039
	Iteration 12Q: 3 clusters Score -7338032 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -7338361.000000 Penalty: 5271.290039
	Iteration 13Q: 3 clusters Score -7338361 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -7338638.000000 Penalty: 5271.290039
	Iteration 14Q: 3 clusters Score -7338638 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7338822.000000 Penalty: 5271.290039
	Iteration 15Q: 3 clusters Score -7338822 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7338994.500000 Penalty: 5271.290039
	Iteration 16Q: 3 clusters Score -7338994 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -7339168.500000 Penalty: 5271.290039
	Iteration 17Q: 3 clusters Score -7339168 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -7339312.500000 Penalty: 5271.290039
	Iteration 18Q: 3 clusters Score -7339312 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -7339411.500000 Penalty: 5271.290039
	Iteration 19Q: 3 clusters Score -7339412 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -7339528.500000 Penalty: 5271.290039
	Iteration 20F: 3 clusters Score -7339528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -7339628.500000 Penalty: 5271.290039
	Iteration 21Q: 3 clusters Score -7339628 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -7339723.000000 Penalty: 5271.290039
	Iteration 22Q: 3 clusters Score -7339723 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7339860.000000 Penalty: 5271.290039
	Iteration 23Q: 3 clusters Score -7339860 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -7339978.000000 Penalty: 5271.290039
	Iteration 24Q: 3 clusters Score -7339978 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -7340043.000000 Penalty: 5271.290039
	Iteration 25Q: 3 clusters Score -7340043 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7340130.500000 Penalty: 5271.290039
	Iteration 26Q: 3 clusters Score -7340130 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -7340218.500000 Penalty: 5271.290039
	Iteration 27Q: 3 clusters Score -7340218 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7340271.000000 Penalty: 5271.290039
	Iteration 28Q: 3 clusters Score -7340271 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -7340345.500000 Penalty: 5271.290039
	Iteration 29Q: 3 clusters Score -7340346 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -7340394.500000 Penalty: 5271.290039
	Iteration 30Q: 3 clusters Score -7340394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -7340422.500000 Penalty: 5271.290039
	Iteration 31Q: 3 clusters Score -7340422 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7340472.500000 Penalty: 5271.290039
	Iteration 32Q: 3 clusters Score -7340472 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7340508.500000 Penalty: 5271.290039
	Iteration 33Q: 3 clusters Score -7340508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -7340565.500000 Penalty: 5271.290039
	Iteration 34Q: 3 clusters Score -7340566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -7340612.500000 Penalty: 5271.290039
	Iteration 35Q: 3 clusters Score -7340612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7340641.000000 Penalty: 5271.290039
	Iteration 36Q: 3 clusters Score -7340641 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -7340674.500000 Penalty: 5271.290039
	Iteration 37Q: 3 clusters Score -7340674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -7340700.500000 Penalty: 5271.290039
	Iteration 38Q: 3 clusters Score -7340700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7340725.000000 Penalty: 5271.290039
	Iteration 39Q: 3 clusters Score -7340725 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -7340736.000000 Penalty: 5271.290039
	Iteration 40F: 3 clusters Score -7340736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -7340757.500000 Penalty: 5271.290039
	Iteration 41Q: 3 clusters Score -7340758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -7340779.000000 Penalty: 5271.290039
	Iteration 42Q: 3 clusters Score -7340779 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -7340787.000000 Penalty: 5271.290039
	Iteration 43Q: 3 clusters Score -7340787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -7340796.000000 Penalty: 5271.290039
	Iteration 44Q: 3 clusters Score -7340796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7340805.000000 Penalty: 5271.290039
	Iteration 45Q: 3 clusters Score -7340805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7340825.000000 Penalty: 5271.290039
	Iteration 46Q: 3 clusters Score -7340825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -7340824.000000 Penalty: 5271.290039
	Iteration 47Q: 3 clusters Score -7340824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -7340837.000000 Penalty: 5271.290039
	Iteration 48Q: 3 clusters Score -7340837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -7340855.000000 Penalty: 5271.290039
	Iteration 49Q: 3 clusters Score -7340855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -7340863.500000 Penalty: 5271.290039
	Iteration 50Q: 3 clusters Score -7340864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -7340866.000000 Penalty: 5271.290039
	Iteration 51Q: 3 clusters Score -7340866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7340867.500000 Penalty: 5271.290039
	Iteration 52Q: 3 clusters Score -7340868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7340882.500000 Penalty: 5271.290039
	Iteration 53Q: 3 clusters Score -7340882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -7340886.000000 Penalty: 5271.290039
	Iteration 54Q: 3 clusters Score -7340886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -7340881.500000 Penalty: 5271.290039
	Iteration 55Q: 3 clusters Score -7340882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7340874.000000 Penalty: 5271.290039
	Iteration 56Q: 3 clusters Score -7340874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -7340877.500000 Penalty: 5271.290039
	Iteration 57Q: 3 clusters Score -7340878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -7340883.000000 Penalty: 5271.290039
	Iteration 58Q: 3 clusters Score -7340883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -7340890.000000 Penalty: 5271.290039
	Iteration 59Q: 3 clusters Score -7340890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -7340885.000000 Penalty: 5271.290039
	Iteration 60F: 3 clusters Score -7340885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -7340887.500000 Penalty: 5271.290039
	Iteration 61Q: 3 clusters Score -7340888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -7340891.000000 Penalty: 5271.290039
	Iteration 62Q: 3 clusters Score -7340891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7340896.500000 Penalty: 5271.290039
	Iteration 63Q: 3 clusters Score -7340896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -7340896.000000 Penalty: 5271.290039
	Iteration 64Q: 3 clusters Score -7340896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7340889.500000 Penalty: 5271.290039
	Iteration 65Q: 3 clusters Score -7340890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7340891.500000 Penalty: 5271.290039
	Iteration 66Q: 3 clusters Score -7340892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7340902.500000 Penalty: 5271.290039
	Iteration 67Q: 3 clusters Score -7340902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -7340896.500000 Penalty: 5271.290039
	Iteration 68Q: 3 clusters Score -7340896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7340903.500000 Penalty: 5271.290039
	Iteration 69Q: 3 clusters Score -7340904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -7340898.500000 Penalty: 5271.290039
	Iteration 70Q: 3 clusters Score -7340898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -7340895.500000 Penalty: 5271.290039
	Iteration 71Q: 3 clusters Score -7340896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7340906.500000 Penalty: 5271.290039
	Iteration 72Q: 3 clusters Score -7340906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7340907.000000 Penalty: 5271.290039
	Iteration 73Q: 3 clusters Score -7340907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7340908.500000 Penalty: 5271.290039
	Iteration 74Q: 3 clusters Score -7340908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -7340924.000000 Penalty: 5271.290039
	Iteration 75Q: 3 clusters Score -7340924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7340921.000000 Penalty: 5271.290039
	Iteration 76Q: 3 clusters Score -7340921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7340916.000000 Penalty: 5271.290039
	Iteration 77Q: 3 clusters Score -7340916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -7340922.000000 Penalty: 5271.290039
	Iteration 78Q: 3 clusters Score -7340922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -7340917.500000 Penalty: 5271.290039
	Iteration 79Q: 3 clusters Score -7340918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7340913.500000 Penalty: 5271.290039
	Iteration 80F: 3 clusters Score -7340914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -7340922.000000 Penalty: 5271.290039
	Iteration 81Q: 3 clusters Score -7340922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -7340918.000000 Penalty: 5271.290039
	Iteration 82Q: 3 clusters Score -7340918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -7340914.500000 Penalty: 5271.290039
	Iteration 83Q: 3 clusters Score -7340914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7340918.500000 Penalty: 5271.290039
	Iteration 84Q: 3 clusters Score -7340918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7340923.000000 Penalty: 5271.290039
	Iteration 85Q: 3 clusters Score -7340923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -7340931.000000 Penalty: 5271.290039
	Iteration 86Q: 3 clusters Score -7340931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7340926.000000 Penalty: 5271.290039
	Iteration 87Q: 3 clusters Score -7340926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -7340936.000000 Penalty: 5271.290039
	Iteration 88Q: 3 clusters Score -7340936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7340933.000000 Penalty: 5271.290039
	Iteration 89Q: 3 clusters Score -7340933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -7340937.000000 Penalty: 5271.290039
	Iteration 90Q: 3 clusters Score -7340937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -7340928.000000 Penalty: 5271.290039
	Iteration 91Q: 3 clusters Score -7340928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -7340932.500000 Penalty: 5271.290039
	Iteration 92Q: 3 clusters Score -7340932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7340934.000000 Penalty: 5271.290039
	Iteration 93Q: 3 clusters Score -7340934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7340934.000000 Penalty: 5271.290039
	Iteration 94F: 3 clusters Score -7340934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Entering Unmasked Estep 
Score: -8105548.000000 Penalty: 2658.653809
	Iteration 0F: 2 clusters Score -8105548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -8075682.500000 Penalty: 5317.307617
	Iteration 0F: 3 clusters Score -8075682 nChanged 20943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -8087211.500000 Penalty: 5317.307617
	Iteration 1F: 3 clusters Score -8087212 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -8087696.000000 Penalty: 5317.307617
	Iteration 2Q: 3 clusters Score -8087696 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -8088075.000000 Penalty: 5317.307617
	Iteration 3Q: 3 clusters Score -8088075 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8088458.000000 Penalty: 5317.307617
	Iteration 4Q: 3 clusters Score -8088458 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8088757.000000 Penalty: 5317.307617
	Iteration 5Q: 3 clusters Score -8088757 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8089019.500000 Penalty: 5317.307617
	Iteration 6Q: 3 clusters Score -8089020 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -8089348.500000 Penalty: 5317.307617
	Iteration 7Q: 3 clusters Score -8089348 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -8089699.500000 Penalty: 5317.307617
	Iteration 8Q: 3 clusters Score -8089700 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -8090158.000000 Penalty: 5317.307617
	Iteration 9Q: 3 clusters Score -8090158 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -8090833.000000 Penalty: 5317.307617
	Iteration 10Q: 3 clusters Score -8090833 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -8091747.000000 Penalty: 5317.307617
	Iteration 11Q: 3 clusters Score -8091747 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8093050.500000 Penalty: 5317.307617
	Iteration 12Q: 3 clusters Score -8093050 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -8094704.000000 Penalty: 5317.307617
	Iteration 13F: 3 clusters Score -8094704 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -8096027.500000 Penalty: 5317.307617
	Iteration 14F: 3 clusters Score -8096028 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -8096705.000000 Penalty: 5317.307617
	Iteration 15Q: 3 clusters Score -8096705 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -8097006.000000 Penalty: 5317.307617
	Iteration 16Q: 3 clusters Score -8097006 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -8097120.500000 Penalty: 5317.307617
	Iteration 17Q: 3 clusters Score -8097120 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -8097169.000000 Penalty: 5317.307617
	Iteration 18Q: 3 clusters Score -8097169 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -8097201.500000 Penalty: 5317.307617
	Iteration 19Q: 3 clusters Score -8097202 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -8097243.500000 Penalty: 5317.307617
	Iteration 20F: 3 clusters Score -8097244 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -8097289.000000 Penalty: 5317.307617
	Iteration 21Q: 3 clusters Score -8097289 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -8097304.500000 Penalty: 5317.307617
	Iteration 22Q: 3 clusters Score -8097304 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -8097361.000000 Penalty: 5317.307617
	Iteration 23Q: 3 clusters Score -8097361 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -8097394.000000 Penalty: 5317.307617
	Iteration 24Q: 3 clusters Score -8097394 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -8097409.000000 Penalty: 5317.307617
	Iteration 25Q: 3 clusters Score -8097409 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -8097420.000000 Penalty: 5317.307617
	Iteration 26Q: 3 clusters Score -8097420 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -8097463.000000 Penalty: 5317.307617
	Iteration 27Q: 3 clusters Score -8097463 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -8097464.500000 Penalty: 5317.307617
	Iteration 28Q: 3 clusters Score -8097464 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8097474.500000 Penalty: 5317.307617
	Iteration 29Q: 3 clusters Score -8097474 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -8097494.500000 Penalty: 5317.307617
	Iteration 30Q: 3 clusters Score -8097494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -8097552.000000 Penalty: 5317.307617
	Iteration 31Q: 3 clusters Score -8097552 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8097562.000000 Penalty: 5317.307617
	Iteration 32Q: 3 clusters Score -8097562 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -8097594.000000 Penalty: 5317.307617
	Iteration 33Q: 3 clusters Score -8097594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -8097623.500000 Penalty: 5317.307617
	Iteration 34Q: 3 clusters Score -8097624 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -8097641.500000 Penalty: 5317.307617
	Iteration 35Q: 3 clusters Score -8097642 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -8097649.500000 Penalty: 5317.307617
	Iteration 36Q: 3 clusters Score -8097650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -8097687.000000 Penalty: 5317.307617
	Iteration 37Q: 3 clusters Score -8097687 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -8097680.000000 Penalty: 5317.307617
	Iteration 38Q: 3 clusters Score -8097680 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -8097687.500000 Penalty: 5317.307617
	Iteration 39Q: 3 clusters Score -8097688 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -8097701.500000 Penalty: 5317.307617
	Iteration 40F: 3 clusters Score -8097702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -8097705.000000 Penalty: 5317.307617
	Iteration 41Q: 3 clusters Score -8097705 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8097708.000000 Penalty: 5317.307617
	Iteration 42Q: 3 clusters Score -8097708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8097706.000000 Penalty: 5317.307617
	Iteration 43Q: 3 clusters Score -8097706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -8097700.000000 Penalty: 5317.307617
	Iteration 44Q: 3 clusters Score -8097700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -8097728.000000 Penalty: 5317.307617
	Iteration 45Q: 3 clusters Score -8097728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8097726.500000 Penalty: 5317.307617
	Iteration 46Q: 3 clusters Score -8097726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -8097736.000000 Penalty: 5317.307617
	Iteration 47Q: 3 clusters Score -8097736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8097729.500000 Penalty: 5317.307617
	Iteration 48Q: 3 clusters Score -8097730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8097729.000000 Penalty: 5317.307617
	Iteration 49Q: 3 clusters Score -8097729 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -8097733.000000 Penalty: 5317.307617
	Iteration 50Q: 3 clusters Score -8097733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -8097734.500000 Penalty: 5317.307617
	Iteration 51Q: 3 clusters Score -8097734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8097744.000000 Penalty: 5317.307617
	Iteration 52Q: 3 clusters Score -8097744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -8097766.000000 Penalty: 5317.307617
	Iteration 53Q: 3 clusters Score -8097766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8097781.500000 Penalty: 5317.307617
	Iteration 54Q: 3 clusters Score -8097782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8097769.000000 Penalty: 5317.307617
	Iteration 55Q: 3 clusters Score -8097769 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -8097763.000000 Penalty: 5317.307617
	Iteration 56Q: 3 clusters Score -8097763 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8097763.500000 Penalty: 5317.307617
	Iteration 57Q: 3 clusters Score -8097764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8097771.000000 Penalty: 5317.307617
	Iteration 58Q: 3 clusters Score -8097771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8097795.500000 Penalty: 5317.307617
	Iteration 59Q: 3 clusters Score -8097796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -8097805.500000 Penalty: 5317.307617
	Iteration 60F: 3 clusters Score -8097806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -8097780.500000 Penalty: 5317.307617
	Iteration 61Q: 3 clusters Score -8097780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -8097792.500000 Penalty: 5317.307617
	Iteration 62Q: 3 clusters Score -8097792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8097815.500000 Penalty: 5317.307617
	Iteration 63Q: 3 clusters Score -8097816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -8097815.000000 Penalty: 5317.307617
	Iteration 64Q: 3 clusters Score -8097815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8097815.500000 Penalty: 5317.307617
	Iteration 65Q: 3 clusters Score -8097816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -8097819.500000 Penalty: 5317.307617
	Iteration 66Q: 3 clusters Score -8097820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8097813.500000 Penalty: 5317.307617
	Iteration 67Q: 3 clusters Score -8097814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -8097831.500000 Penalty: 5317.307617
	Iteration 68Q: 3 clusters Score -8097832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -8097820.500000 Penalty: 5317.307617
	Iteration 69Q: 3 clusters Score -8097820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -8097827.000000 Penalty: 5317.307617
	Iteration 70Q: 3 clusters Score -8097827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8097848.000000 Penalty: 5317.307617
	Iteration 71Q: 3 clusters Score -8097848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8097831 nChanged 38
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	Iteration 80F: 3 clusters Score -8097843 nChanged 42
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8097845 nChanged 35
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21692 members 
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	Iteration 86Q: 3 clusters Score -8097857 nChanged 40
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Mstep: Class 1 contains 21625 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8097872 nChanged 42
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	Iteration 88Q: 3 clusters Score -8097884 nChanged 38
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8097890 nChanged 36
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	Iteration 90Q: 3 clusters Score -8097890 nChanged 41
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8097880 nChanged 43
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8097894 nChanged 52
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8097944 nChanged 86
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8097958 nChanged 86
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	Iteration 102Q: 3 clusters Score -8097970 nChanged 86
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	Iteration 104Q: 3 clusters Score -8097956 nChanged 95
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	Iteration 114Q: 3 clusters Score -8098080 nChanged 243
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	Iteration 119Q: 3 clusters Score -8098362 nChanged 468
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	Iteration 120F: 3 clusters Score -8098456 nChanged 532
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	Iteration 126Q: 3 clusters Score -8099620 nChanged 835
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	Iteration 155Q: 3 clusters Score -8103808 nChanged 65
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	Iteration 159Q: 3 clusters Score -8103816 nChanged 60
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	Iteration 160F: 3 clusters Score -8103831 nChanged 60
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	Iteration 162Q: 3 clusters Score -8103845 nChanged 31
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	Iteration 163Q: 3 clusters Score -8103846 nChanged 28
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	Iteration 164Q: 3 clusters Score -8103850 nChanged 33
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Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -8103850.500000 Penalty: 5317.307617
	Iteration 165Q: 3 clusters Score -8103850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8103843.500000 Penalty: 5317.307617
	Iteration 166Q: 3 clusters Score -8103844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8103852.500000 Penalty: 5317.307617
	Iteration 167Q: 3 clusters Score -8103852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8103850.000000 Penalty: 5317.307617
	Iteration 168Q: 3 clusters Score -8103850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8103862.000000 Penalty: 5317.307617
	Iteration 169Q: 3 clusters Score -8103862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8103854.500000 Penalty: 5317.307617
	Iteration 170Q: 3 clusters Score -8103854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -8103877.500000 Penalty: 5317.307617
	Iteration 171Q: 3 clusters Score -8103878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -8103885.000000 Penalty: 5317.307617
	Iteration 172Q: 3 clusters Score -8103885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8103887.500000 Penalty: 5317.307617
	Iteration 173Q: 3 clusters Score -8103888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8103883.500000 Penalty: 5317.307617
	Iteration 174Q: 3 clusters Score -8103884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8103874.500000 Penalty: 5317.307617
	Iteration 175Q: 3 clusters Score -8103874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8103873.500000 Penalty: 5317.307617
	Iteration 176Q: 3 clusters Score -8103874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8103887.000000 Penalty: 5317.307617
	Iteration 177Q: 3 clusters Score -8103887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8103884.500000 Penalty: 5317.307617
	Iteration 178Q: 3 clusters Score -8103884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -8103895.500000 Penalty: 5317.307617
	Iteration 179Q: 3 clusters Score -8103896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8103888.000000 Penalty: 5317.307617
	Iteration 180F: 3 clusters Score -8103888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -8103888.500000 Penalty: 5317.307617
	Iteration 181Q: 3 clusters Score -8103888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -8103887.000000 Penalty: 5317.307617
	Iteration 182Q: 3 clusters Score -8103887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8103887.000000 Penalty: 5317.307617
	Iteration 183Q: 3 clusters Score -8103887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8103882.000000 Penalty: 5317.307617
	Iteration 184Q: 3 clusters Score -8103882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -8103882.500000 Penalty: 5317.307617
	Iteration 185Q: 3 clusters Score -8103882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -8103883.000000 Penalty: 5317.307617
	Iteration 186Q: 3 clusters Score -8103883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -8103883.000000 Penalty: 5317.307617
	Iteration 187F: 3 clusters Score -8103883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Entering Unmasked Estep 
Score: -6380942.000000 Penalty: 2601.429199
	Iteration 0F: 2 clusters Score -6380942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -6356572.000000 Penalty: 5202.858398
	Iteration 0F: 3 clusters Score -6356572 nChanged 16272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -6365456.500000 Penalty: 5202.858398
	Iteration 1F: 3 clusters Score -6365456 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -6365925.500000 Penalty: 5202.858398
	Iteration 2Q: 3 clusters Score -6365926 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -6366409.000000 Penalty: 5202.858398
	Iteration 3Q: 3 clusters Score -6366409 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -6367023.500000 Penalty: 5202.858398
	Iteration 4Q: 3 clusters Score -6367024 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -6367762.000000 Penalty: 5202.858398
	Iteration 5Q: 3 clusters Score -6367762 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -6368763.000000 Penalty: 5202.858398
	Iteration 6F: 3 clusters Score -6368763 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -6370104.000000 Penalty: 5202.858398
	Iteration 7F: 3 clusters Score -6370104 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -6371514.500000 Penalty: 5202.858398
	Iteration 8F: 3 clusters Score -6371514 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -6372975.000000 Penalty: 5202.858398
	Iteration 9F: 3 clusters Score -6372975 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -6374398.000000 Penalty: 5202.858398
	Iteration 10F: 3 clusters Score -6374398 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -6375661.000000 Penalty: 5202.858398
	Iteration 11Q: 3 clusters Score -6375661 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6376815.500000 Penalty: 5202.858398
	Iteration 12Q: 3 clusters Score -6376816 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6377563.000000 Penalty: 5202.858398
	Iteration 13Q: 3 clusters Score -6377563 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6378094.000000 Penalty: 5202.858398
	Iteration 14Q: 3 clusters Score -6378094 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6378421.000000 Penalty: 5202.858398
	Iteration 15Q: 3 clusters Score -6378421 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6378666.500000 Penalty: 5202.858398
	Iteration 16Q: 3 clusters Score -6378666 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6378809.500000 Penalty: 5202.858398
	Iteration 17Q: 3 clusters Score -6378810 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6378879.500000 Penalty: 5202.858398
	Iteration 18Q: 3 clusters Score -6378880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6378934.500000 Penalty: 5202.858398
	Iteration 19Q: 3 clusters Score -6378934 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6378994.000000 Penalty: 5202.858398
	Iteration 20F: 3 clusters Score -6378994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6379042.500000 Penalty: 5202.858398
	Iteration 21Q: 3 clusters Score -6379042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6379068.000000 Penalty: 5202.858398
	Iteration 22Q: 3 clusters Score -6379068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6379079.000000 Penalty: 5202.858398
	Iteration 23Q: 3 clusters Score -6379079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6379092.500000 Penalty: 5202.858398
	Iteration 24Q: 3 clusters Score -6379092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6379108.500000 Penalty: 5202.858398
	Iteration 25Q: 3 clusters Score -6379108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6379120.500000 Penalty: 5202.858398
	Iteration 26Q: 3 clusters Score -6379120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6379140.500000 Penalty: 5202.858398
	Iteration 27Q: 3 clusters Score -6379140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6379157.500000 Penalty: 5202.858398
	Iteration 28Q: 3 clusters Score -6379158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6379167.000000 Penalty: 5202.858398
	Iteration 29Q: 3 clusters Score -6379167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6379159.000000 Penalty: 5202.858398
	Iteration 30Q: 3 clusters Score -6379159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6379161.000000 Penalty: 5202.858398
	Iteration 31Q: 3 clusters Score -6379161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6379170.000000 Penalty: 5202.858398
	Iteration 32Q: 3 clusters Score -6379170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6379171.500000 Penalty: 5202.858398
	Iteration 33Q: 3 clusters Score -6379172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6379167.000000 Penalty: 5202.858398
	Iteration 34Q: 3 clusters Score -6379167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6379174.500000 Penalty: 5202.858398
	Iteration 35Q: 3 clusters Score -6379174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6379169.500000 Penalty: 5202.858398
	Iteration 36Q: 3 clusters Score -6379170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6379170.000000 Penalty: 5202.858398
	Iteration 37Q: 3 clusters Score -6379170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6379182.500000 Penalty: 5202.858398
	Iteration 38Q: 3 clusters Score -6379182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6379175.500000 Penalty: 5202.858398
	Iteration 39Q: 3 clusters Score -6379176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6379177.000000 Penalty: 5202.858398
	Iteration 40F: 3 clusters Score -6379177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6379177.500000 Penalty: 5202.858398
	Iteration 41Q: 3 clusters Score -6379178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6379177.000000 Penalty: 5202.858398
	Iteration 42Q: 3 clusters Score -6379177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6379182.500000 Penalty: 5202.858398
	Iteration 43Q: 3 clusters Score -6379182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6379182.000000 Penalty: 5202.858398
	Iteration 44Q: 3 clusters Score -6379182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6379177.500000 Penalty: 5202.858398
	Iteration 45Q: 3 clusters Score -6379178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6379177.500000 Penalty: 5202.858398
	Iteration 46F: 3 clusters Score -6379178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Entering Unmasked Estep 
Score: -3172454.500000 Penalty: 2433.736572
	Iteration 0F: 2 clusters Score -3172454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3159606.500000 Penalty: 4867.473145
	Iteration 0F: 3 clusters Score -3159606 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3164037.000000 Penalty: 4867.473145
	Iteration 1F: 3 clusters Score -3164037 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3164536.000000 Penalty: 4867.473145
	Iteration 2F: 3 clusters Score -3164536 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3164882.250000 Penalty: 4867.473145
	Iteration 3F: 3 clusters Score -3164882 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3165159.500000 Penalty: 4867.473145
	Iteration 4Q: 3 clusters Score -3165160 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3165372.750000 Penalty: 4867.473145
	Iteration 5Q: 3 clusters Score -3165373 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3165572.750000 Penalty: 4867.473145
	Iteration 6Q: 3 clusters Score -3165573 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3165734.250000 Penalty: 4867.473145
	Iteration 7Q: 3 clusters Score -3165734 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3165940.000000 Penalty: 4867.473145
	Iteration 8Q: 3 clusters Score -3165940 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3166159.250000 Penalty: 4867.473145
	Iteration 9Q: 3 clusters Score -3166159 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3166417.000000 Penalty: 4867.473145
	Iteration 10Q: 3 clusters Score -3166417 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3166702.500000 Penalty: 4867.473145
	Iteration 11Q: 3 clusters Score -3166702 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3167019.250000 Penalty: 4867.473145
	Iteration 12Q: 3 clusters Score -3167019 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3167403.000000 Penalty: 4867.473145
	Iteration 13Q: 3 clusters Score -3167403 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3167881.250000 Penalty: 4867.473145
	Iteration 14Q: 3 clusters Score -3167881 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3168455.500000 Penalty: 4867.473145
	Iteration 15Q: 3 clusters Score -3168456 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3169058.750000 Penalty: 4867.473145
	Iteration 16Q: 3 clusters Score -3169059 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3169548.750000 Penalty: 4867.473145
	Iteration 17Q: 3 clusters Score -3169549 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3169899.750000 Penalty: 4867.473145
	Iteration 18Q: 3 clusters Score -3169900 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3170136.250000 Penalty: 4867.473145
	Iteration 19Q: 3 clusters Score -3170136 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3170316.250000 Penalty: 4867.473145
	Iteration 20F: 3 clusters Score -3170316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3170457.000000 Penalty: 4867.473145
	Iteration 21Q: 3 clusters Score -3170457 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3170581.750000 Penalty: 4867.473145
	Iteration 22Q: 3 clusters Score -3170582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3170660.500000 Penalty: 4867.473145
	Iteration 23Q: 3 clusters Score -3170660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3170693.500000 Penalty: 4867.473145
	Iteration 24Q: 3 clusters Score -3170694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3170719.750000 Penalty: 4867.473145
	Iteration 25Q: 3 clusters Score -3170720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3170733.000000 Penalty: 4867.473145
	Iteration 26Q: 3 clusters Score -3170733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3170737.000000 Penalty: 4867.473145
	Iteration 27Q: 3 clusters Score -3170737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3170747.250000 Penalty: 4867.473145
	Iteration 28Q: 3 clusters Score -3170747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3170748.250000 Penalty: 4867.473145
	Iteration 29Q: 3 clusters Score -3170748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3170749.250000 Penalty: 4867.473145
	Iteration 30Q: 3 clusters Score -3170749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3170754.000000 Penalty: 4867.473145
	Iteration 31Q: 3 clusters Score -3170754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3170752.250000 Penalty: 4867.473145
	Iteration 32Q: 3 clusters Score -3170752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3170752.250000 Penalty: 4867.473145
	Iteration 33F: 3 clusters Score -3170752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -607202.687500 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -607202.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -603587.750000 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -603587.8 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -604327.750000 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -604327.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -604526.000000 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -604526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -604663.687500 Penalty: 4056.744141
	Iteration 3F: 3 clusters Score -604663.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -604762.875000 Penalty: 4056.744141
	Iteration 4Q: 3 clusters Score -604762.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -604838.750000 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -604838.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -604916.125000 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -604916.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -605002.125000 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -605002.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -605092.625000 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -605092.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -605180.750000 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -605180.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -605250.875000 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -605250.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -605316.875000 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -605316.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -605384.375000 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -605384.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -605432.250000 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -605432.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -605470.687500 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -605470.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -605526.500000 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -605526.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -605598.000000 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -605598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -605663.500000 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -605663.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -605723.125000 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -605723.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -605756.812500 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -605756.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -605786.937500 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -605786.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -605806.750000 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -605806.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -605820.375000 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -605820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -605826.750000 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -605826.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -605839.312500 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -605839.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -605850.000000 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -605850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -605857.687500 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -605857.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -605865.187500 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -605865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -605867.000000 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -605867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -605868.250000 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -605868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -605869.437500 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -605869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -605869.937500 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -605869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -605870.000000 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -605870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -605871.937500 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -605871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -605872.312500 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -605872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -605872.125000 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -605872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -605872.250000 Penalty: 4056.744141
	Iteration 36Q: 3 clusters Score -605872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -605872.250000 Penalty: 4056.744141
	Iteration 37F: 3 clusters Score -605872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -101951.687500 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -101951.7 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 294 members 
Entering Unmasked Estep 
Score: -100370.578125 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -100370.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100695.898438 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -100695.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100854.804688 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -100854.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100920.335938 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -100920.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100970.234375 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -100970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100979.312500 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -100979.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100992.023438 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -100992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100999.226562 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -100999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101005.226562 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -101005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101014.789062 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -101014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101027.148438 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -101027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101041.593750 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -101041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101054.335938 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -101054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101063.585938 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -101063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101068.273438 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -101068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101070.937500 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -101070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101072.710938 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -101072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101074.265625 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -101074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101075.867188 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -101075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101080.304688 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -101080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101081.687500 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -101081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101093.328125 Penalty: 3178.630371
	Iteration 21Q: 3 clusters Score -101093.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101093.328125 Penalty: 3178.630371
	Iteration 22F: 3 clusters Score -101093.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39511.285156 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39511.29 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39877.433594 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39877.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40061.953125 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -40061.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40165.128906 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -40165.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40281.300781 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -40281.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40333.441406 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -40333.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40372.031250 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -40372.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40412.804688 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -40412.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40474.171875 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -40474.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40486.574219 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -40486.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40488.691406 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -40488.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40488.691406 Penalty: 3004.165039
	Iteration 11F: 3 clusters Score -40488.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -1150055.875000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -1150056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1144589.000000 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -1144589 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1145922.750000 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -1145923 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1146116.000000 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -1146116 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1146269.625000 Penalty: 4348.904297
	Iteration 3Q: 3 clusters Score -1146270 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1146378.250000 Penalty: 4348.904297
	Iteration 4Q: 3 clusters Score -1146378 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1146450.375000 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -1146450 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1146498.500000 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -1146498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1146537.250000 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -1146537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1146567.125000 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -1146567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1146586.375000 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -1146586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1146607.875000 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -1146608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1146629.625000 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -1146630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1146652.750000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -1146653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1146673.250000 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -1146673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1146698.125000 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -1146698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1146721.250000 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -1146721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1146741.625000 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -1146742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1146764.375000 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -1146764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1146790.250000 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -1146790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1146824.500000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -1146824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1146876.875000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -1146877 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1146945.875000 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -1146946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1147009.375000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -1147009 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1147077.125000 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -1147077 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1147168.125000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -1147168 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1147274.375000 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -1147274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1147399.250000 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -1147399 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1147522.625000 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -1147523 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1147628.625000 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -1147629 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1147749.500000 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -1147750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1147855.250000 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -1147855 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1147950.875000 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -1147951 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1148031.125000 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -1148031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1148102.750000 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -1148103 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1148193.750000 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -1148194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1148270.250000 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -1148270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1148343.500000 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -1148344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1148389.000000 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -1148389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1148424.125000 Penalty: 4348.904297
	Iteration 38Q: 3 clusters Score -1148424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1148442.750000 Penalty: 4348.904297
	Iteration 39Q: 3 clusters Score -1148443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1148460.000000 Penalty: 4348.904297
	Iteration 40F: 3 clusters Score -1148460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1148466.000000 Penalty: 4348.904297
	Iteration 41Q: 3 clusters Score -1148466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1148468.500000 Penalty: 4348.904297
	Iteration 42Q: 3 clusters Score -1148468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1148470.125000 Penalty: 4348.904297
	Iteration 43Q: 3 clusters Score -1148470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1148473.750000 Penalty: 4348.904297
	Iteration 44Q: 3 clusters Score -1148474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1148473.500000 Penalty: 4348.904297
	Iteration 45Q: 3 clusters Score -1148474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1148473.500000 Penalty: 4348.904297
	Iteration 46F: 3 clusters Score -1148474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Entering Unmasked Estep 
Score: -2351705.750000 Penalty: 2355.893555
	Iteration 0F: 2 clusters Score -2351706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2341954.500000 Penalty: 4711.787109
	Iteration 0F: 3 clusters Score -2341954 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2345161.250000 Penalty: 4711.787109
	Iteration 1F: 3 clusters Score -2345161 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2345995.500000 Penalty: 4711.787109
	Iteration 2F: 3 clusters Score -2345996 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2347043.500000 Penalty: 4711.787109
	Iteration 3F: 3 clusters Score -2347044 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2348207.500000 Penalty: 4711.787109
	Iteration 4F: 3 clusters Score -2348208 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2349282.500000 Penalty: 4711.787109
	Iteration 5F: 3 clusters Score -2349282 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2350012.750000 Penalty: 4711.787109
	Iteration 6F: 3 clusters Score -2350013 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2350479.000000 Penalty: 4711.787109
	Iteration 7Q: 3 clusters Score -2350479 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2350756.500000 Penalty: 4711.787109
	Iteration 8Q: 3 clusters Score -2350756 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2350955.500000 Penalty: 4711.787109
	Iteration 9Q: 3 clusters Score -2350956 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2351113.250000 Penalty: 4711.787109
	Iteration 10Q: 3 clusters Score -2351113 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2351222.250000 Penalty: 4711.787109
	Iteration 11Q: 3 clusters Score -2351222 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2351300.750000 Penalty: 4711.787109
	Iteration 12Q: 3 clusters Score -2351301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2351347.750000 Penalty: 4711.787109
	Iteration 13Q: 3 clusters Score -2351348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2351380.500000 Penalty: 4711.787109
	Iteration 14Q: 3 clusters Score -2351380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2351387.250000 Penalty: 4711.787109
	Iteration 15Q: 3 clusters Score -2351387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2351403.750000 Penalty: 4711.787109
	Iteration 16Q: 3 clusters Score -2351404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2351409.250000 Penalty: 4711.787109
	Iteration 17Q: 3 clusters Score -2351409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2351411.750000 Penalty: 4711.787109
	Iteration 18Q: 3 clusters Score -2351412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2351417.250000 Penalty: 4711.787109
	Iteration 19Q: 3 clusters Score -2351417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2351424.500000 Penalty: 4711.787109
	Iteration 20F: 3 clusters Score -2351424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2351427.250000 Penalty: 4711.787109
	Iteration 21Q: 3 clusters Score -2351427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2351424.000000 Penalty: 4711.787109
	Iteration 22Q: 3 clusters Score -2351424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2351430.750000 Penalty: 4711.787109
	Iteration 23Q: 3 clusters Score -2351431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2351430.250000 Penalty: 4711.787109
	Iteration 24Q: 3 clusters Score -2351430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2351432.000000 Penalty: 4711.787109
	Iteration 25Q: 3 clusters Score -2351432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2351432.000000 Penalty: 4711.787109
	Iteration 26F: 3 clusters Score -2351432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Entering Unmasked Estep 
Score: -8091784.500000 Penalty: 2655.622070
	Iteration 0F: 2 clusters Score -8091784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -8062508.000000 Penalty: 5311.244141
	Iteration 0F: 3 clusters Score -8062508 nChanged 20613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8073888.500000 Penalty: 5311.244141
	Iteration 1F: 3 clusters Score -8073888 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -8074492.000000 Penalty: 5311.244141
	Iteration 2Q: 3 clusters Score -8074492 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -8075386.000000 Penalty: 5311.244141
	Iteration 3Q: 3 clusters Score -8075386 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -8076649.000000 Penalty: 5311.244141
	Iteration 4F: 3 clusters Score -8076649 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -8078537.000000 Penalty: 5311.244141
	Iteration 5F: 3 clusters Score -8078537 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8081282.000000 Penalty: 5311.244141
	Iteration 6F: 3 clusters Score -8081282 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -8084523.500000 Penalty: 5311.244141
	Iteration 7F: 3 clusters Score -8084524 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -8087235.000000 Penalty: 5311.244141
	Iteration 8F: 3 clusters Score -8087235 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8088648.500000 Penalty: 5311.244141
	Iteration 9Q: 3 clusters Score -8088648 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8089114.000000 Penalty: 5311.244141
	Iteration 10Q: 3 clusters Score -8089114 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -8089292.000000 Penalty: 5311.244141
	Iteration 11Q: 3 clusters Score -8089292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8089378.500000 Penalty: 5311.244141
	Iteration 12Q: 3 clusters Score -8089378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8089431.000000 Penalty: 5311.244141
	Iteration 13Q: 3 clusters Score -8089431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8089444.000000 Penalty: 5311.244141
	Iteration 14Q: 3 clusters Score -8089444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8089449.000000 Penalty: 5311.244141
	Iteration 15Q: 3 clusters Score -8089449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8089457.000000 Penalty: 5311.244141
	Iteration 16Q: 3 clusters Score -8089457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -8089456.500000 Penalty: 5311.244141
	Iteration 17Q: 3 clusters Score -8089456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -8089456.500000 Penalty: 5311.244141
	Iteration 18F: 3 clusters Score -8089456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 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 331 members 
Entering Unmasked Estep 
Score: -89499.781250 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89499.78 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89948.671875 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -89948.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90174.867188 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90174.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90318.523438 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -90318.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90418.140625 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -90418.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90539.820312 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90539.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90577.421875 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90577.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90625.828125 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -90625.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90682.851562 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -90682.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90715.000000 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -90715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90727.593750 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -90727.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90734.062500 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -90734.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90743.835938 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -90743.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90745.460938 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -90745.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90746.054688 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -90746.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90746.054688 Penalty: 3207.978516
	Iteration 15F: 3 clusters Score -90746.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Entering Unmasked Estep 
Score: -7023451.500000 Penalty: 2623.024658
	Iteration 0F: 2 clusters Score -7023452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -6996977.500000 Penalty: 5246.049316
	Iteration 0F: 3 clusters Score -6996978 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -7006865.000000 Penalty: 5246.049316
	Iteration 1F: 3 clusters Score -7006865 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -7007449.500000 Penalty: 5246.049316
	Iteration 2Q: 3 clusters Score -7007450 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -7007946.500000 Penalty: 5246.049316
	Iteration 3Q: 3 clusters Score -7007946 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -7008677.000000 Penalty: 5246.049316
	Iteration 4Q: 3 clusters Score -7008677 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -7009609.500000 Penalty: 5246.049316
	Iteration 5F: 3 clusters Score -7009610 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -7010891.000000 Penalty: 5246.049316
	Iteration 6F: 3 clusters Score -7010891 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -7012374.000000 Penalty: 5246.049316
	Iteration 7F: 3 clusters Score -7012374 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -7014030.000000 Penalty: 5246.049316
	Iteration 8F: 3 clusters Score -7014030 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -7015732.500000 Penalty: 5246.049316
	Iteration 9F: 3 clusters Score -7015732 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -7017130.000000 Penalty: 5246.049316
	Iteration 10Q: 3 clusters Score -7017130 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -7018277.500000 Penalty: 5246.049316
	Iteration 11Q: 3 clusters Score -7018278 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -7019081.500000 Penalty: 5246.049316
	Iteration 12Q: 3 clusters Score -7019082 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -7019604.000000 Penalty: 5246.049316
	Iteration 13Q: 3 clusters Score -7019604 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -7019955.500000 Penalty: 5246.049316
	Iteration 14Q: 3 clusters Score -7019956 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7020189.000000 Penalty: 5246.049316
	Iteration 15Q: 3 clusters Score -7020189 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7020415.500000 Penalty: 5246.049316
	Iteration 16Q: 3 clusters Score -7020416 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7020542.000000 Penalty: 5246.049316
	Iteration 17Q: 3 clusters Score -7020542 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7020623.000000 Penalty: 5246.049316
	Iteration 18Q: 3 clusters Score -7020623 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7020748.000000 Penalty: 5246.049316
	Iteration 19Q: 3 clusters Score -7020748 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7020833.000000 Penalty: 5246.049316
	Iteration 20F: 3 clusters Score -7020833 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7020881.000000 Penalty: 5246.049316
	Iteration 21Q: 3 clusters Score -7020881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7020948.000000 Penalty: 5246.049316
	Iteration 22Q: 3 clusters Score -7020948 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7020989.500000 Penalty: 5246.049316
	Iteration 23Q: 3 clusters Score -7020990 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7021037.500000 Penalty: 5246.049316
	Iteration 24Q: 3 clusters Score -7021038 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7021077.000000 Penalty: 5246.049316
	Iteration 25Q: 3 clusters Score -7021077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7021122.000000 Penalty: 5246.049316
	Iteration 26Q: 3 clusters Score -7021122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7021150.000000 Penalty: 5246.049316
	Iteration 27Q: 3 clusters Score -7021150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7021172.000000 Penalty: 5246.049316
	Iteration 28Q: 3 clusters Score -7021172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7021178.000000 Penalty: 5246.049316
	Iteration 29Q: 3 clusters Score -7021178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7021182.000000 Penalty: 5246.049316
	Iteration 30Q: 3 clusters Score -7021182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7021200.500000 Penalty: 5246.049316
	Iteration 31Q: 3 clusters Score -7021200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7021223.000000 Penalty: 5246.049316
	Iteration 32Q: 3 clusters Score -7021223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7021236.500000 Penalty: 5246.049316
	Iteration 33Q: 3 clusters Score -7021236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7021245.000000 Penalty: 5246.049316
	Iteration 34Q: 3 clusters Score -7021245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7021272.000000 Penalty: 5246.049316
	Iteration 35Q: 3 clusters Score -7021272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7021289.000000 Penalty: 5246.049316
	Iteration 36Q: 3 clusters Score -7021289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7021300.000000 Penalty: 5246.049316
	Iteration 37Q: 3 clusters Score -7021300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7021293.000000 Penalty: 5246.049316
	Iteration 38Q: 3 clusters Score -7021293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7021308.000000 Penalty: 5246.049316
	Iteration 39Q: 3 clusters Score -7021308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7021324.500000 Penalty: 5246.049316
	Iteration 40F: 3 clusters Score -7021324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7021329.500000 Penalty: 5246.049316
	Iteration 41Q: 3 clusters Score -7021330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7021332.500000 Penalty: 5246.049316
	Iteration 42Q: 3 clusters Score -7021332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7021333.000000 Penalty: 5246.049316
	Iteration 43Q: 3 clusters Score -7021333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7021334.500000 Penalty: 5246.049316
	Iteration 44Q: 3 clusters Score -7021334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7021351.500000 Penalty: 5246.049316
	Iteration 45Q: 3 clusters Score -7021352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7021351.500000 Penalty: 5246.049316
	Iteration 46Q: 3 clusters Score -7021352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7021342.500000 Penalty: 5246.049316
	Iteration 47Q: 3 clusters Score -7021342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7021339.000000 Penalty: 5246.049316
	Iteration 48Q: 3 clusters Score -7021339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7021338.000000 Penalty: 5246.049316
	Iteration 49Q: 3 clusters Score -7021338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7021350.000000 Penalty: 5246.049316
	Iteration 50Q: 3 clusters Score -7021350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7021351.500000 Penalty: 5246.049316
	Iteration 51Q: 3 clusters Score -7021352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7021345.000000 Penalty: 5246.049316
	Iteration 52Q: 3 clusters Score -7021345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7021346.500000 Penalty: 5246.049316
	Iteration 53Q: 3 clusters Score -7021346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7021347.000000 Penalty: 5246.049316
	Iteration 54Q: 3 clusters Score -7021347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7021343.000000 Penalty: 5246.049316
	Iteration 55Q: 3 clusters Score -7021343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7021351.000000 Penalty: 5246.049316
	Iteration 56Q: 3 clusters Score -7021351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7021353.000000 Penalty: 5246.049316
	Iteration 57Q: 3 clusters Score -7021353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7021360.500000 Penalty: 5246.049316
	Iteration 58Q: 3 clusters Score -7021360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7021363.000000 Penalty: 5246.049316
	Iteration 59Q: 3 clusters Score -7021363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7021369.000000 Penalty: 5246.049316
	Iteration 60F: 3 clusters Score -7021369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7021380.000000 Penalty: 5246.049316
	Iteration 61Q: 3 clusters Score -7021380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7021378.500000 Penalty: 5246.049316
	Iteration 62Q: 3 clusters Score -7021378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7021369.500000 Penalty: 5246.049316
	Iteration 63Q: 3 clusters Score -7021370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7021367.500000 Penalty: 5246.049316
	Iteration 64Q: 3 clusters Score -7021368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7021382.000000 Penalty: 5246.049316
	Iteration 65Q: 3 clusters Score -7021382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7021381.000000 Penalty: 5246.049316
	Iteration 66Q: 3 clusters Score -7021381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7021378.500000 Penalty: 5246.049316
	Iteration 67Q: 3 clusters Score -7021378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7021379.500000 Penalty: 5246.049316
	Iteration 68Q: 3 clusters Score -7021380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7021382.000000 Penalty: 5246.049316
	Iteration 69Q: 3 clusters Score -7021382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7021387.500000 Penalty: 5246.049316
	Iteration 70Q: 3 clusters Score -7021388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7021384.500000 Penalty: 5246.049316
	Iteration 71Q: 3 clusters Score -7021384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7021396.000000 Penalty: 5246.049316
	Iteration 72Q: 3 clusters Score -7021396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7021409.000000 Penalty: 5246.049316
	Iteration 73Q: 3 clusters Score -7021409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7021414.000000 Penalty: 5246.049316
	Iteration 74Q: 3 clusters Score -7021414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7021417.000000 Penalty: 5246.049316
	Iteration 75Q: 3 clusters Score -7021417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7021417.000000 Penalty: 5246.049316
	Iteration 76Q: 3 clusters Score -7021417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7021416.500000 Penalty: 5246.049316
	Iteration 77Q: 3 clusters Score -7021416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7021418.000000 Penalty: 5246.049316
	Iteration 78Q: 3 clusters Score -7021418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7021421.000000 Penalty: 5246.049316
	Iteration 79Q: 3 clusters Score -7021421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7021421.500000 Penalty: 5246.049316
	Iteration 80F: 3 clusters Score -7021422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7021417.500000 Penalty: 5246.049316
	Iteration 81Q: 3 clusters Score -7021418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7021417.000000 Penalty: 5246.049316
	Iteration 82Q: 3 clusters Score -7021417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7021421.500000 Penalty: 5246.049316
	Iteration 83Q: 3 clusters Score -7021422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7021420.000000 Penalty: 5246.049316
	Iteration 84Q: 3 clusters Score -7021420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7021424.000000 Penalty: 5246.049316
	Iteration 85Q: 3 clusters Score -7021424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7021424.000000 Penalty: 5246.049316
	Iteration 86F: 3 clusters Score -7021424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Entering Unmasked Estep 
Score: -1535655.375000 Penalty: 2248.513184
	Iteration 0F: 2 clusters Score -1535655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1528839.625000 Penalty: 4497.026367
	Iteration 0F: 3 clusters Score -1528840 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1530754.250000 Penalty: 4497.026367
	Iteration 1F: 3 clusters Score -1530754 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1531127.000000 Penalty: 4497.026367
	Iteration 2F: 3 clusters Score -1531127 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1531416.125000 Penalty: 4497.026367
	Iteration 3F: 3 clusters Score -1531416 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1531688.625000 Penalty: 4497.026367
	Iteration 4F: 3 clusters Score -1531689 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1531935.750000 Penalty: 4497.026367
	Iteration 5F: 3 clusters Score -1531936 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1532153.500000 Penalty: 4497.026367
	Iteration 6Q: 3 clusters Score -1532154 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1532368.750000 Penalty: 4497.026367
	Iteration 7Q: 3 clusters Score -1532369 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1532562.500000 Penalty: 4497.026367
	Iteration 8Q: 3 clusters Score -1532562 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1532738.000000 Penalty: 4497.026367
	Iteration 9Q: 3 clusters Score -1532738 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1532895.625000 Penalty: 4497.026367
	Iteration 10Q: 3 clusters Score -1532896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1533036.500000 Penalty: 4497.026367
	Iteration 11Q: 3 clusters Score -1533036 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1533148.625000 Penalty: 4497.026367
	Iteration 12Q: 3 clusters Score -1533149 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1533252.625000 Penalty: 4497.026367
	Iteration 13Q: 3 clusters Score -1533253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1533361.125000 Penalty: 4497.026367
	Iteration 14Q: 3 clusters Score -1533361 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1533463.250000 Penalty: 4497.026367
	Iteration 15Q: 3 clusters Score -1533463 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1533558.625000 Penalty: 4497.026367
	Iteration 16Q: 3 clusters Score -1533559 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1533642.000000 Penalty: 4497.026367
	Iteration 17Q: 3 clusters Score -1533642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1533726.375000 Penalty: 4497.026367
	Iteration 18Q: 3 clusters Score -1533726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1533790.625000 Penalty: 4497.026367
	Iteration 19Q: 3 clusters Score -1533791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1533819.250000 Penalty: 4497.026367
	Iteration 20F: 3 clusters Score -1533819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1533842.125000 Penalty: 4497.026367
	Iteration 21Q: 3 clusters Score -1533842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1533854.750000 Penalty: 4497.026367
	Iteration 22Q: 3 clusters Score -1533855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1533861.875000 Penalty: 4497.026367
	Iteration 23Q: 3 clusters Score -1533862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1533872.500000 Penalty: 4497.026367
	Iteration 24Q: 3 clusters Score -1533872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1533879.750000 Penalty: 4497.026367
	Iteration 25Q: 3 clusters Score -1533880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1533883.500000 Penalty: 4497.026367
	Iteration 26Q: 3 clusters Score -1533884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1533890.375000 Penalty: 4497.026367
	Iteration 27Q: 3 clusters Score -1533890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1533896.250000 Penalty: 4497.026367
	Iteration 28Q: 3 clusters Score -1533896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1533896.250000 Penalty: 4497.026367
	Iteration 29Q: 3 clusters Score -1533896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1533895.500000 Penalty: 4497.026367
	Iteration 30Q: 3 clusters Score -1533896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1533896.000000 Penalty: 4497.026367
	Iteration 31Q: 3 clusters Score -1533896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1533896.125000 Penalty: 4497.026367
	Iteration 32Q: 3 clusters Score -1533896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1533895.250000 Penalty: 4497.026367
	Iteration 33Q: 3 clusters Score -1533895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1533895.250000 Penalty: 4497.026367
	Iteration 34F: 3 clusters Score -1533895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Entering Unmasked Estep 
Score: -8269310.000000 Penalty: 2665.478027
	Iteration 0F: 2 clusters Score -8269310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -8239227.000000 Penalty: 5330.956055
	Iteration 0F: 3 clusters Score -8239227 nChanged 21532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -8250946.000000 Penalty: 5330.956055
	Iteration 1F: 3 clusters Score -8250946 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -8251455.500000 Penalty: 5330.956055
	Iteration 2Q: 3 clusters Score -8251456 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -8252060.000000 Penalty: 5330.956055
	Iteration 3Q: 3 clusters Score -8252060 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -8252697.500000 Penalty: 5330.956055
	Iteration 4Q: 3 clusters Score -8252698 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -8253724.500000 Penalty: 5330.956055
	Iteration 5Q: 3 clusters Score -8253724 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -8255236.500000 Penalty: 5330.956055
	Iteration 6F: 3 clusters Score -8255236 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -8257367.500000 Penalty: 5330.956055
	Iteration 7F: 3 clusters Score -8257368 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -8259903.500000 Penalty: 5330.956055
	Iteration 8F: 3 clusters Score -8259904 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -8262316.000000 Penalty: 5330.956055
	Iteration 9F: 3 clusters Score -8262316 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8264192.500000 Penalty: 5330.956055
	Iteration 10F: 3 clusters Score -8264192 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -8265367.000000 Penalty: 5330.956055
	Iteration 11Q: 3 clusters Score -8265367 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8266052.500000 Penalty: 5330.956055
	Iteration 12Q: 3 clusters Score -8266052 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8266537.500000 Penalty: 5330.956055
	Iteration 13Q: 3 clusters Score -8266538 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8266773.500000 Penalty: 5330.956055
	Iteration 14Q: 3 clusters Score -8266774 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8266962.500000 Penalty: 5330.956055
	Iteration 15Q: 3 clusters Score -8266962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -8267101.000000 Penalty: 5330.956055
	Iteration 16Q: 3 clusters Score -8267101 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8267156.000000 Penalty: 5330.956055
	Iteration 17Q: 3 clusters Score -8267156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -8267206.500000 Penalty: 5330.956055
	Iteration 18Q: 3 clusters Score -8267206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -8267236.000000 Penalty: 5330.956055
	Iteration 19Q: 3 clusters Score -8267236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -8267258.000000 Penalty: 5330.956055
	Iteration 20F: 3 clusters Score -8267258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -8267295.500000 Penalty: 5330.956055
	Iteration 21Q: 3 clusters Score -8267296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8267286.000000 Penalty: 5330.956055
	Iteration 22Q: 3 clusters Score -8267286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -8267289.500000 Penalty: 5330.956055
	Iteration 23Q: 3 clusters Score -8267290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8267292.500000 Penalty: 5330.956055
	Iteration 24Q: 3 clusters Score -8267292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8267300.000000 Penalty: 5330.956055
	Iteration 25Q: 3 clusters Score -8267300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -8267294.000000 Penalty: 5330.956055
	Iteration 26Q: 3 clusters Score -8267294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -8267300.000000 Penalty: 5330.956055
	Iteration 27Q: 3 clusters Score -8267300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -8267300.000000 Penalty: 5330.956055
	Iteration 28F: 3 clusters Score -8267300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Entering Unmasked Estep 
Score: -7486076.500000 Penalty: 2638.513428
	Iteration 0F: 2 clusters Score -7486076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7458168.500000 Penalty: 5277.026855
	Iteration 0F: 3 clusters Score -7458168 nChanged 19024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -7468758.500000 Penalty: 5277.026855
	Iteration 1F: 3 clusters Score -7468758 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -7469355.500000 Penalty: 5277.026855
	Iteration 2Q: 3 clusters Score -7469356 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -7470125.000000 Penalty: 5277.026855
	Iteration 3Q: 3 clusters Score -7470125 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -7471053.000000 Penalty: 5277.026855
	Iteration 4F: 3 clusters Score -7471053 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -7472687.500000 Penalty: 5277.026855
	Iteration 5F: 3 clusters Score -7472688 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7475007.500000 Penalty: 5277.026855
	Iteration 6F: 3 clusters Score -7475008 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -7477832.000000 Penalty: 5277.026855
	Iteration 7F: 3 clusters Score -7477832 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -7480445.500000 Penalty: 5277.026855
	Iteration 8F: 3 clusters Score -7480446 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7482162.500000 Penalty: 5277.026855
	Iteration 9Q: 3 clusters Score -7482162 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7482980.000000 Penalty: 5277.026855
	Iteration 10Q: 3 clusters Score -7482980 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7483315.500000 Penalty: 5277.026855
	Iteration 11Q: 3 clusters Score -7483316 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -7483455.500000 Penalty: 5277.026855
	Iteration 12Q: 3 clusters Score -7483456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -7483555.000000 Penalty: 5277.026855
	Iteration 13Q: 3 clusters Score -7483555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7483619.000000 Penalty: 5277.026855
	Iteration 14Q: 3 clusters Score -7483619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -7483663.500000 Penalty: 5277.026855
	Iteration 15Q: 3 clusters Score -7483664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -7483697.000000 Penalty: 5277.026855
	Iteration 16Q: 3 clusters Score -7483697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -7483710.000000 Penalty: 5277.026855
	Iteration 17Q: 3 clusters Score -7483710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -7483728.000000 Penalty: 5277.026855
	Iteration 18Q: 3 clusters Score -7483728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -7483737.000000 Penalty: 5277.026855
	Iteration 19Q: 3 clusters Score -7483737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -7483736.500000 Penalty: 5277.026855
	Iteration 20F: 3 clusters Score -7483736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -7483743.500000 Penalty: 5277.026855
	Iteration 21Q: 3 clusters Score -7483744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7483745.000000 Penalty: 5277.026855
	Iteration 22Q: 3 clusters Score -7483745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -7483764.000000 Penalty: 5277.026855
	Iteration 23Q: 3 clusters Score -7483764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -7483774.500000 Penalty: 5277.026855
	Iteration 24Q: 3 clusters Score -7483774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -7483782.500000 Penalty: 5277.026855
	Iteration 25Q: 3 clusters Score -7483782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -7483798.000000 Penalty: 5277.026855
	Iteration 26Q: 3 clusters Score -7483798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -7483804.500000 Penalty: 5277.026855
	Iteration 27Q: 3 clusters Score -7483804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -7483805.000000 Penalty: 5277.026855
	Iteration 28Q: 3 clusters Score -7483805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -7483808.500000 Penalty: 5277.026855
	Iteration 29Q: 3 clusters Score -7483808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -7483817.500000 Penalty: 5277.026855
	Iteration 30Q: 3 clusters Score -7483818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -7483821.000000 Penalty: 5277.026855
	Iteration 31Q: 3 clusters Score -7483821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -7483821.000000 Penalty: 5277.026855
	Iteration 32F: 3 clusters Score -7483821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Entering Unmasked Estep 
Score: -7553234.500000 Penalty: 2639.243164
	Iteration 0F: 2 clusters Score -7553234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7525397.500000 Penalty: 5278.486328
	Iteration 0F: 3 clusters Score -7525398 nChanged 19165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -7535822.500000 Penalty: 5278.486328
	Iteration 1F: 3 clusters Score -7535822 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -7536412.000000 Penalty: 5278.486328
	Iteration 2Q: 3 clusters Score -7536412 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -7537031.000000 Penalty: 5278.486328
	Iteration 3Q: 3 clusters Score -7537031 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -7537844.000000 Penalty: 5278.486328
	Iteration 4Q: 3 clusters Score -7537844 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -7538926.000000 Penalty: 5278.486328
	Iteration 5F: 3 clusters Score -7538926 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -7540577.500000 Penalty: 5278.486328
	Iteration 6F: 3 clusters Score -7540578 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -7542800.500000 Penalty: 5278.486328
	Iteration 7F: 3 clusters Score -7542800 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -7545345.000000 Penalty: 5278.486328
	Iteration 8F: 3 clusters Score -7545345 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7547633.000000 Penalty: 5278.486328
	Iteration 9F: 3 clusters Score -7547633 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7549317.000000 Penalty: 5278.486328
	Iteration 10Q: 3 clusters Score -7549317 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -7550142.500000 Penalty: 5278.486328
	Iteration 11Q: 3 clusters Score -7550142 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -7550503.000000 Penalty: 5278.486328
	Iteration 12Q: 3 clusters Score -7550503 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -7550681.500000 Penalty: 5278.486328
	Iteration 13Q: 3 clusters Score -7550682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -7550777.500000 Penalty: 5278.486328
	Iteration 14Q: 3 clusters Score -7550778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -7550839.000000 Penalty: 5278.486328
	Iteration 15Q: 3 clusters Score -7550839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7550869.500000 Penalty: 5278.486328
	Iteration 16Q: 3 clusters Score -7550870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -7550891.500000 Penalty: 5278.486328
	Iteration 17Q: 3 clusters Score -7550892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -7550895.500000 Penalty: 5278.486328
	Iteration 18Q: 3 clusters Score -7550896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -7550899.500000 Penalty: 5278.486328
	Iteration 19Q: 3 clusters Score -7550900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7550898.500000 Penalty: 5278.486328
	Iteration 20F: 3 clusters Score -7550898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -7550903.000000 Penalty: 5278.486328
	Iteration 21Q: 3 clusters Score -7550903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -7550909.000000 Penalty: 5278.486328
	Iteration 22Q: 3 clusters Score -7550909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -7550911.500000 Penalty: 5278.486328
	Iteration 23Q: 3 clusters Score -7550912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -7550911.500000 Penalty: 5278.486328
	Iteration 24F: 3 clusters Score -7550912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Entering Unmasked Estep 
Score: -2758609.000000 Penalty: 2389.030518
	Iteration 0F: 2 clusters Score -2758609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2747505.000000 Penalty: 4778.061035
	Iteration 0F: 3 clusters Score -2747505 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2751045.000000 Penalty: 4778.061035
	Iteration 1F: 3 clusters Score -2751045 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2751346.000000 Penalty: 4778.061035
	Iteration 2F: 3 clusters Score -2751346 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2751615.000000 Penalty: 4778.061035
	Iteration 3Q: 3 clusters Score -2751615 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2751857.500000 Penalty: 4778.061035
	Iteration 4Q: 3 clusters Score -2751858 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2752158.500000 Penalty: 4778.061035
	Iteration 5Q: 3 clusters Score -2752158 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2752585.250000 Penalty: 4778.061035
	Iteration 6Q: 3 clusters Score -2752585 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2753152.250000 Penalty: 4778.061035
	Iteration 7F: 3 clusters Score -2753152 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2753833.000000 Penalty: 4778.061035
	Iteration 8F: 3 clusters Score -2753833 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2754591.250000 Penalty: 4778.061035
	Iteration 9F: 3 clusters Score -2754591 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2755286.250000 Penalty: 4778.061035
	Iteration 10Q: 3 clusters Score -2755286 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2755775.500000 Penalty: 4778.061035
	Iteration 11Q: 3 clusters Score -2755776 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2756076.000000 Penalty: 4778.061035
	Iteration 12Q: 3 clusters Score -2756076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2756268.750000 Penalty: 4778.061035
	Iteration 13Q: 3 clusters Score -2756269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2756368.000000 Penalty: 4778.061035
	Iteration 14Q: 3 clusters Score -2756368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2756412.750000 Penalty: 4778.061035
	Iteration 15Q: 3 clusters Score -2756413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2756434.750000 Penalty: 4778.061035
	Iteration 16Q: 3 clusters Score -2756435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2756453.250000 Penalty: 4778.061035
	Iteration 17Q: 3 clusters Score -2756453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2756468.750000 Penalty: 4778.061035
	Iteration 18Q: 3 clusters Score -2756469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2756479.500000 Penalty: 4778.061035
	Iteration 19Q: 3 clusters Score -2756480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2756493.000000 Penalty: 4778.061035
	Iteration 20F: 3 clusters Score -2756493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2756503.750000 Penalty: 4778.061035
	Iteration 21Q: 3 clusters Score -2756504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2756506.750000 Penalty: 4778.061035
	Iteration 22Q: 3 clusters Score -2756507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2756507.750000 Penalty: 4778.061035
	Iteration 23Q: 3 clusters Score -2756508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2756509.500000 Penalty: 4778.061035
	Iteration 24Q: 3 clusters Score -2756510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2756509.500000 Penalty: 4778.061035
	Iteration 25F: 3 clusters Score -2756510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -1066142.250000 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -1066142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1060933.000000 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -1060933 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1062295.500000 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -1062296 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1062704.000000 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -1062704 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1063024.625000 Penalty: 4321.773438
	Iteration 3F: 3 clusters Score -1063025 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1063299.125000 Penalty: 4321.773438
	Iteration 4F: 3 clusters Score -1063299 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1063496.250000 Penalty: 4321.773438
	Iteration 5F: 3 clusters Score -1063496 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1063650.625000 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -1063651 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1063777.750000 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -1063778 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1063913.375000 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -1063913 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1064027.750000 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -1064028 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1064118.250000 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -1064118 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1064203.875000 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -1064204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1064289.000000 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -1064289 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1064370.375000 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -1064370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1064446.250000 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -1064446 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1064519.625000 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -1064520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1064569.250000 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -1064569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1064613.000000 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -1064613 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1064661.375000 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -1064661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1064696.750000 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -1064697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1064733.750000 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -1064734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1064771.875000 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -1064772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1064805.125000 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -1064805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1064828.375000 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -1064828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1064843.500000 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -1064844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1064853.625000 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -1064854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1064861.625000 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -1064862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1064867.750000 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -1064868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1064870.000000 Penalty: 4321.773438
	Iteration 28Q: 3 clusters Score -1064870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1064871.500000 Penalty: 4321.773438
	Iteration 29Q: 3 clusters Score -1064872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1064872.375000 Penalty: 4321.773438
	Iteration 30Q: 3 clusters Score -1064872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1064871.875000 Penalty: 4321.773438
	Iteration 31Q: 3 clusters Score -1064872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1064873.375000 Penalty: 4321.773438
	Iteration 32Q: 3 clusters Score -1064873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1064877.375000 Penalty: 4321.773438
	Iteration 33Q: 3 clusters Score -1064877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1064879.625000 Penalty: 4321.773438
	Iteration 34Q: 3 clusters Score -1064880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1064880.375000 Penalty: 4321.773438
	Iteration 35Q: 3 clusters Score -1064880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1064880.375000 Penalty: 4321.773438
	Iteration 36F: 3 clusters Score -1064880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Entering Unmasked Estep 
Score: -7678352.000000 Penalty: 2646.718750
	Iteration 0F: 2 clusters Score -7678352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -7649667.500000 Penalty: 5293.437500
	Iteration 0F: 3 clusters Score -7649668 nChanged 19886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -7660820.500000 Penalty: 5293.437500
	Iteration 1F: 3 clusters Score -7660820 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -7661707.000000 Penalty: 5293.437500
	Iteration 2F: 3 clusters Score -7661707 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7662761.000000 Penalty: 5293.437500
	Iteration 3F: 3 clusters Score -7662761 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -7664017.000000 Penalty: 5293.437500
	Iteration 4F: 3 clusters Score -7664017 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -7665516.000000 Penalty: 5293.437500
	Iteration 5F: 3 clusters Score -7665516 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -7667158.500000 Penalty: 5293.437500
	Iteration 6F: 3 clusters Score -7667158 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -7668781.000000 Penalty: 5293.437500
	Iteration 7F: 3 clusters Score -7668781 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -7670108.000000 Penalty: 5293.437500
	Iteration 8F: 3 clusters Score -7670108 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -7671288.000000 Penalty: 5293.437500
	Iteration 9Q: 3 clusters Score -7671288 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -7672260.000000 Penalty: 5293.437500
	Iteration 10Q: 3 clusters Score -7672260 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -7673105.500000 Penalty: 5293.437500
	Iteration 11Q: 3 clusters Score -7673106 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7673867.500000 Penalty: 5293.437500
	Iteration 12Q: 3 clusters Score -7673868 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -7674439.000000 Penalty: 5293.437500
	Iteration 13Q: 3 clusters Score -7674439 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7674972.500000 Penalty: 5293.437500
	Iteration 14Q: 3 clusters Score -7674972 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7675386.500000 Penalty: 5293.437500
	Iteration 15Q: 3 clusters Score -7675386 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7675635.000000 Penalty: 5293.437500
	Iteration 16Q: 3 clusters Score -7675635 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7675792.500000 Penalty: 5293.437500
	Iteration 17Q: 3 clusters Score -7675792 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7675879.000000 Penalty: 5293.437500
	Iteration 18Q: 3 clusters Score -7675879 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7675981.000000 Penalty: 5293.437500
	Iteration 19Q: 3 clusters Score -7675981 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7676050.500000 Penalty: 5293.437500
	Iteration 20F: 3 clusters Score -7676050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7676121.500000 Penalty: 5293.437500
	Iteration 21Q: 3 clusters Score -7676122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7676149.000000 Penalty: 5293.437500
	Iteration 22Q: 3 clusters Score -7676149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7676178.000000 Penalty: 5293.437500
	Iteration 23Q: 3 clusters Score -7676178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7676193.500000 Penalty: 5293.437500
	Iteration 24Q: 3 clusters Score -7676194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7676205.500000 Penalty: 5293.437500
	Iteration 25Q: 3 clusters Score -7676206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7676219.500000 Penalty: 5293.437500
	Iteration 26Q: 3 clusters Score -7676220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7676236.500000 Penalty: 5293.437500
	Iteration 27Q: 3 clusters Score -7676236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7676243.000000 Penalty: 5293.437500
	Iteration 28Q: 3 clusters Score -7676243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7676252.000000 Penalty: 5293.437500
	Iteration 29Q: 3 clusters Score -7676252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7676248.500000 Penalty: 5293.437500
	Iteration 30Q: 3 clusters Score -7676248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7676254.000000 Penalty: 5293.437500
	Iteration 31Q: 3 clusters Score -7676254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7676255.500000 Penalty: 5293.437500
	Iteration 32Q: 3 clusters Score -7676256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7676254.000000 Penalty: 5293.437500
	Iteration 33Q: 3 clusters Score -7676254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7676254.000000 Penalty: 5293.437500
	Iteration 34F: 3 clusters Score -7676254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Entering Unmasked Estep 
Score: -8244399.000000 Penalty: 2660.144775
	Iteration 0F: 2 clusters Score -8244399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8215004.500000 Penalty: 5320.289551
	Iteration 0F: 3 clusters Score -8215004 nChanged 21040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -8226364.500000 Penalty: 5320.289551
	Iteration 1F: 3 clusters Score -8226364 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -8226873.500000 Penalty: 5320.289551
	Iteration 2Q: 3 clusters Score -8226874 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -8227275.500000 Penalty: 5320.289551
	Iteration 3Q: 3 clusters Score -8227276 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -8227734.500000 Penalty: 5320.289551
	Iteration 4Q: 3 clusters Score -8227734 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8228327.500000 Penalty: 5320.289551
	Iteration 5Q: 3 clusters Score -8228328 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -8229244.500000 Penalty: 5320.289551
	Iteration 6Q: 3 clusters Score -8229244 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8230913.000000 Penalty: 5320.289551
	Iteration 7F: 3 clusters Score -8230913 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8233382.000000 Penalty: 5320.289551
	Iteration 8F: 3 clusters Score -8233382 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -8236501.500000 Penalty: 5320.289551
	Iteration 9F: 3 clusters Score -8236502 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -8239339.000000 Penalty: 5320.289551
	Iteration 10F: 3 clusters Score -8239339 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -8240977.000000 Penalty: 5320.289551
	Iteration 11Q: 3 clusters Score -8240977 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8241640.000000 Penalty: 5320.289551
	Iteration 12Q: 3 clusters Score -8241640 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -8241905.000000 Penalty: 5320.289551
	Iteration 13Q: 3 clusters Score -8241905 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -8241990.500000 Penalty: 5320.289551
	Iteration 14Q: 3 clusters Score -8241990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8242048.000000 Penalty: 5320.289551
	Iteration 15Q: 3 clusters Score -8242048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -8242078.000000 Penalty: 5320.289551
	Iteration 16Q: 3 clusters Score -8242078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8242088.500000 Penalty: 5320.289551
	Iteration 17Q: 3 clusters Score -8242088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8242091.000000 Penalty: 5320.289551
	Iteration 18Q: 3 clusters Score -8242091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8242094.500000 Penalty: 5320.289551
	Iteration 19Q: 3 clusters Score -8242094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8242103.000000 Penalty: 5320.289551
	Iteration 20F: 3 clusters Score -8242103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -8242106.000000 Penalty: 5320.289551
	Iteration 21Q: 3 clusters Score -8242106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8242109.500000 Penalty: 5320.289551
	Iteration 22Q: 3 clusters Score -8242110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8242111.000000 Penalty: 5320.289551
	Iteration 23Q: 3 clusters Score -8242111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8242120.000000 Penalty: 5320.289551
	Iteration 24Q: 3 clusters Score -8242120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -8242121.500000 Penalty: 5320.289551
	Iteration 25Q: 3 clusters Score -8242122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8242125.500000 Penalty: 5320.289551
	Iteration 26Q: 3 clusters Score -8242126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8242132.000000 Penalty: 5320.289551
	Iteration 27Q: 3 clusters Score -8242132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8242142.000000 Penalty: 5320.289551
	Iteration 28Q: 3 clusters Score -8242142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8242148.000000 Penalty: 5320.289551
	Iteration 29Q: 3 clusters Score -8242148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8242152.000000 Penalty: 5320.289551
	Iteration 30Q: 3 clusters Score -8242152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8242150.000000 Penalty: 5320.289551
	Iteration 31Q: 3 clusters Score -8242150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8242150.000000 Penalty: 5320.289551
	Iteration 32F: 3 clusters Score -8242150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (43162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Entering Unmasked Estep 
Score: -7906277.500000 Penalty: 2646.833496
	Iteration 0F: 2 clusters Score -7906278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -7878571.500000 Penalty: 5293.666992
	Iteration 0F: 3 clusters Score -7878572 nChanged 19745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -7889666.000000 Penalty: 5293.666992
	Iteration 1F: 3 clusters Score -7889666 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -7890304.500000 Penalty: 5293.666992
	Iteration 2Q: 3 clusters Score -7890304 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -7891032.000000 Penalty: 5293.666992
	Iteration 3Q: 3 clusters Score -7891032 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -7891761.000000 Penalty: 5293.666992
	Iteration 4Q: 3 clusters Score -7891761 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -7892471.000000 Penalty: 5293.666992
	Iteration 5Q: 3 clusters Score -7892471 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -7893200.500000 Penalty: 5293.666992
	Iteration 6Q: 3 clusters Score -7893200 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -7894089.500000 Penalty: 5293.666992
	Iteration 7Q: 3 clusters Score -7894090 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -7895186.500000 Penalty: 5293.666992
	Iteration 8Q: 3 clusters Score -7895186 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -7896400.000000 Penalty: 5293.666992
	Iteration 9Q: 3 clusters Score -7896400 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -7897757.000000 Penalty: 5293.666992
	Iteration 10Q: 3 clusters Score -7897757 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -7899232.500000 Penalty: 5293.666992
	Iteration 11Q: 3 clusters Score -7899232 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -7900535.000000 Penalty: 5293.666992
	Iteration 12Q: 3 clusters Score -7900535 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -7901374.500000 Penalty: 5293.666992
	Iteration 13Q: 3 clusters Score -7901374 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -7901911.000000 Penalty: 5293.666992
	Iteration 14Q: 3 clusters Score -7901911 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -7902454.500000 Penalty: 5293.666992
	Iteration 15Q: 3 clusters Score -7902454 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -7902805.000000 Penalty: 5293.666992
	Iteration 16Q: 3 clusters Score -7902805 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7903187.000000 Penalty: 5293.666992
	Iteration 17Q: 3 clusters Score -7903187 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -7903494.000000 Penalty: 5293.666992
	Iteration 18Q: 3 clusters Score -7903494 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -7903798.500000 Penalty: 5293.666992
	Iteration 19Q: 3 clusters Score -7903798 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -7904017.000000 Penalty: 5293.666992
	Iteration 20F: 3 clusters Score -7904017 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7904131.000000 Penalty: 5293.666992
	Iteration 21Q: 3 clusters Score -7904131 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -7904191.000000 Penalty: 5293.666992
	Iteration 22Q: 3 clusters Score -7904191 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -7904216.500000 Penalty: 5293.666992
	Iteration 23Q: 3 clusters Score -7904216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -7904244.000000 Penalty: 5293.666992
	Iteration 24Q: 3 clusters Score -7904244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -7904246.000000 Penalty: 5293.666992
	Iteration 25Q: 3 clusters Score -7904246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -7904262.000000 Penalty: 5293.666992
	Iteration 26Q: 3 clusters Score -7904262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -7904257.500000 Penalty: 5293.666992
	Iteration 27Q: 3 clusters Score -7904258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -7904255.500000 Penalty: 5293.666992
	Iteration 28Q: 3 clusters Score -7904256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -7904257.500000 Penalty: 5293.666992
	Iteration 29Q: 3 clusters Score -7904258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -7904271.500000 Penalty: 5293.666992
	Iteration 30Q: 3 clusters Score -7904272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -7904270.500000 Penalty: 5293.666992
	Iteration 31Q: 3 clusters Score -7904270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -7904269.500000 Penalty: 5293.666992
	Iteration 32Q: 3 clusters Score -7904270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -7904267.500000 Penalty: 5293.666992
	Iteration 33Q: 3 clusters Score -7904268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -7904270.500000 Penalty: 5293.666992
	Iteration 34Q: 3 clusters Score -7904270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -7904270.000000 Penalty: 5293.666992
	Iteration 35Q: 3 clusters Score -7904270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -7904273.500000 Penalty: 5293.666992
	Iteration 36Q: 3 clusters Score -7904274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -7904276.000000 Penalty: 5293.666992
	Iteration 37Q: 3 clusters Score -7904276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -7904276.000000 Penalty: 5293.666992
	Iteration 38F: 3 clusters Score -7904276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (43358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Entering Unmasked Estep 
Score: -7736756.000000 Penalty: 2647.957031
	Iteration 0F: 2 clusters Score -7736756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -7707533.500000 Penalty: 5295.914062
	Iteration 0F: 3 clusters Score -7707534 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -7718764.000000 Penalty: 5295.914062
	Iteration 1F: 3 clusters Score -7718764 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -7719306.500000 Penalty: 5295.914062
	Iteration 2Q: 3 clusters Score -7719306 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -7719946.000000 Penalty: 5295.914062
	Iteration 3Q: 3 clusters Score -7719946 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7720722.000000 Penalty: 5295.914062
	Iteration 4Q: 3 clusters Score -7720722 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -7721957.000000 Penalty: 5295.914062
	Iteration 5F: 3 clusters Score -7721957 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -7723783.000000 Penalty: 5295.914062
	Iteration 6F: 3 clusters Score -7723783 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -7726446.500000 Penalty: 5295.914062
	Iteration 7F: 3 clusters Score -7726446 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7729479.500000 Penalty: 5295.914062
	Iteration 8F: 3 clusters Score -7729480 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -7732090.000000 Penalty: 5295.914062
	Iteration 9F: 3 clusters Score -7732090 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -7733497.000000 Penalty: 5295.914062
	Iteration 10Q: 3 clusters Score -7733497 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -7734000.500000 Penalty: 5295.914062
	Iteration 11Q: 3 clusters Score -7734000 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -7734202.000000 Penalty: 5295.914062
	Iteration 12Q: 3 clusters Score -7734202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -7734281.500000 Penalty: 5295.914062
	Iteration 13Q: 3 clusters Score -7734282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -7734357.500000 Penalty: 5295.914062
	Iteration 14Q: 3 clusters Score -7734358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -7734382.500000 Penalty: 5295.914062
	Iteration 15Q: 3 clusters Score -7734382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -7734422.500000 Penalty: 5295.914062
	Iteration 16Q: 3 clusters Score -7734422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -7734433.500000 Penalty: 5295.914062
	Iteration 17Q: 3 clusters Score -7734434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -7734438.000000 Penalty: 5295.914062
	Iteration 18Q: 3 clusters Score -7734438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -7734437.500000 Penalty: 5295.914062
	Iteration 19Q: 3 clusters Score -7734438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -7734437.500000 Penalty: 5295.914062
	Iteration 20F: 3 clusters Score -7734438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -1405371.750000 Penalty: 2239.176758
	Iteration 0F: 2 clusters Score -1405372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1398745.625000 Penalty: 4478.353516
	Iteration 0F: 3 clusters Score -1398746 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1400748.250000 Penalty: 4478.353516
	Iteration 1F: 3 clusters Score -1400748 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1401268.625000 Penalty: 4478.353516
	Iteration 2F: 3 clusters Score -1401269 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1401796.000000 Penalty: 4478.353516
	Iteration 3F: 3 clusters Score -1401796 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1402229.875000 Penalty: 4478.353516
	Iteration 4F: 3 clusters Score -1402230 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1402582.500000 Penalty: 4478.353516
	Iteration 5F: 3 clusters Score -1402582 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1402902.750000 Penalty: 4478.353516
	Iteration 6F: 3 clusters Score -1402903 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1403202.375000 Penalty: 4478.353516
	Iteration 7Q: 3 clusters Score -1403202 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1403458.000000 Penalty: 4478.353516
	Iteration 8Q: 3 clusters Score -1403458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1403648.625000 Penalty: 4478.353516
	Iteration 9Q: 3 clusters Score -1403649 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1403789.250000 Penalty: 4478.353516
	Iteration 10Q: 3 clusters Score -1403789 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1403927.125000 Penalty: 4478.353516
	Iteration 11Q: 3 clusters Score -1403927 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1404052.125000 Penalty: 4478.353516
	Iteration 12Q: 3 clusters Score -1404052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1404172.250000 Penalty: 4478.353516
	Iteration 13Q: 3 clusters Score -1404172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1404256.500000 Penalty: 4478.353516
	Iteration 14Q: 3 clusters Score -1404256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1404338.625000 Penalty: 4478.353516
	Iteration 15Q: 3 clusters Score -1404339 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1404428.500000 Penalty: 4478.353516
	Iteration 16Q: 3 clusters Score -1404428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1404486.250000 Penalty: 4478.353516
	Iteration 17Q: 3 clusters Score -1404486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1404523.250000 Penalty: 4478.353516
	Iteration 18Q: 3 clusters Score -1404523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1404541.875000 Penalty: 4478.353516
	Iteration 19Q: 3 clusters Score -1404542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1404556.000000 Penalty: 4478.353516
	Iteration 20F: 3 clusters Score -1404556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1404568.750000 Penalty: 4478.353516
	Iteration 21Q: 3 clusters Score -1404569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1404577.750000 Penalty: 4478.353516
	Iteration 22Q: 3 clusters Score -1404578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1404583.625000 Penalty: 4478.353516
	Iteration 23Q: 3 clusters Score -1404584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1404592.000000 Penalty: 4478.353516
	Iteration 24Q: 3 clusters Score -1404592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1404598.375000 Penalty: 4478.353516
	Iteration 25Q: 3 clusters Score -1404598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1404605.625000 Penalty: 4478.353516
	Iteration 26Q: 3 clusters Score -1404606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1404610.750000 Penalty: 4478.353516
	Iteration 27Q: 3 clusters Score -1404611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1404612.500000 Penalty: 4478.353516
	Iteration 28Q: 3 clusters Score -1404612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1404613.625000 Penalty: 4478.353516
	Iteration 29Q: 3 clusters Score -1404614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1404615.375000 Penalty: 4478.353516
	Iteration 30Q: 3 clusters Score -1404615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1404617.625000 Penalty: 4478.353516
	Iteration 31Q: 3 clusters Score -1404618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1404618.250000 Penalty: 4478.353516
	Iteration 32Q: 3 clusters Score -1404618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1404618.250000 Penalty: 4478.353516
	Iteration 33F: 3 clusters Score -1404618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Entering Unmasked Estep 
Score: -6817455.000000 Penalty: 2616.546387
	Iteration 0F: 2 clusters Score -6817455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -6791787.000000 Penalty: 5233.092773
	Iteration 0F: 3 clusters Score -6791787 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -6801186.000000 Penalty: 5233.092773
	Iteration 1F: 3 clusters Score -6801186 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -6801822.000000 Penalty: 5233.092773
	Iteration 2Q: 3 clusters Score -6801822 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -6802500.500000 Penalty: 5233.092773
	Iteration 3Q: 3 clusters Score -6802500 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -6803277.500000 Penalty: 5233.092773
	Iteration 4Q: 3 clusters Score -6803278 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -6804224.000000 Penalty: 5233.092773
	Iteration 5F: 3 clusters Score -6804224 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -6805240.500000 Penalty: 5233.092773
	Iteration 6F: 3 clusters Score -6805240 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -6806493.500000 Penalty: 5233.092773
	Iteration 7F: 3 clusters Score -6806494 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -6807697.500000 Penalty: 5233.092773
	Iteration 8F: 3 clusters Score -6807698 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -6808998.000000 Penalty: 5233.092773
	Iteration 9F: 3 clusters Score -6808998 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -6810167.500000 Penalty: 5233.092773
	Iteration 10F: 3 clusters Score -6810168 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -6811093.500000 Penalty: 5233.092773
	Iteration 11Q: 3 clusters Score -6811094 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6811967.000000 Penalty: 5233.092773
	Iteration 12Q: 3 clusters Score -6811967 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -6812747.000000 Penalty: 5233.092773
	Iteration 13Q: 3 clusters Score -6812747 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6813412.500000 Penalty: 5233.092773
	Iteration 14Q: 3 clusters Score -6813412 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6813924.000000 Penalty: 5233.092773
	Iteration 15Q: 3 clusters Score -6813924 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6814349.000000 Penalty: 5233.092773
	Iteration 16Q: 3 clusters Score -6814349 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6814672.500000 Penalty: 5233.092773
	Iteration 17Q: 3 clusters Score -6814672 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6814942.000000 Penalty: 5233.092773
	Iteration 18Q: 3 clusters Score -6814942 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6815109.000000 Penalty: 5233.092773
	Iteration 19Q: 3 clusters Score -6815109 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6815219.500000 Penalty: 5233.092773
	Iteration 20F: 3 clusters Score -6815220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6815290.500000 Penalty: 5233.092773
	Iteration 21Q: 3 clusters Score -6815290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6815325.500000 Penalty: 5233.092773
	Iteration 22Q: 3 clusters Score -6815326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6815362.500000 Penalty: 5233.092773
	Iteration 23Q: 3 clusters Score -6815362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6815396.500000 Penalty: 5233.092773
	Iteration 24Q: 3 clusters Score -6815396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6815392.500000 Penalty: 5233.092773
	Iteration 25Q: 3 clusters Score -6815392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6815407.000000 Penalty: 5233.092773
	Iteration 26Q: 3 clusters Score -6815407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6815415.500000 Penalty: 5233.092773
	Iteration 27Q: 3 clusters Score -6815416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6815417.000000 Penalty: 5233.092773
	Iteration 28Q: 3 clusters Score -6815417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6815417.000000 Penalty: 5233.092773
	Iteration 29Q: 3 clusters Score -6815417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6815424.500000 Penalty: 5233.092773
	Iteration 30Q: 3 clusters Score -6815424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6815425.000000 Penalty: 5233.092773
	Iteration 31Q: 3 clusters Score -6815425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6815436.500000 Penalty: 5233.092773
	Iteration 32Q: 3 clusters Score -6815436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6815433.500000 Penalty: 5233.092773
	Iteration 33Q: 3 clusters Score -6815434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6815440.500000 Penalty: 5233.092773
	Iteration 34Q: 3 clusters Score -6815440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6815444.500000 Penalty: 5233.092773
	Iteration 35Q: 3 clusters Score -6815444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6815448.500000 Penalty: 5233.092773
	Iteration 36Q: 3 clusters Score -6815448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6815452.000000 Penalty: 5233.092773
	Iteration 37Q: 3 clusters Score -6815452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6815448.500000 Penalty: 5233.092773
	Iteration 38Q: 3 clusters Score -6815448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6815448.500000 Penalty: 5233.092773
	Iteration 39F: 3 clusters Score -6815448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -43839.320312 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -43839.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42699.992188 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -42699.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42942.070312 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -42942.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43026.437500 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -43026.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43101.906250 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -43101.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43133.718750 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -43133.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43165.957031 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -43165.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43232.816406 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -43232.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43297.082031 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -43297.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43305.703125 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -43305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43307.875000 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -43307.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43311.023438 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -43311.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43311.023438 Penalty: 2793.081055
	Iteration 11F: 3 clusters Score -43311.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -194758.984375 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -194759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -192730.593750 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -192730.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -193077.453125 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -193077.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -193177.906250 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -193177.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -193228.375000 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -193228.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -193253.125000 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -193253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -193265.078125 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -193265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -193275.468750 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -193275.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -193292.531250 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -193292.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -193300.343750 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -193300.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -193308.578125 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -193308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -193310.093750 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -193310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -193310.093750 Penalty: 3492.540283
	Iteration 11F: 3 clusters Score -193310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Entering Unmasked Estep 
Score: -7778760.000000 Penalty: 2646.971191
	Iteration 0F: 2 clusters Score -7778760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7750334.500000 Penalty: 5293.942383
	Iteration 0F: 3 clusters Score -7750334 nChanged 19717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -7761200.500000 Penalty: 5293.942383
	Iteration 1F: 3 clusters Score -7761200 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -7761612.000000 Penalty: 5293.942383
	Iteration 2Q: 3 clusters Score -7761612 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -7761960.500000 Penalty: 5293.942383
	Iteration 3Q: 3 clusters Score -7761960 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -7762261.500000 Penalty: 5293.942383
	Iteration 4Q: 3 clusters Score -7762262 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -7762487.000000 Penalty: 5293.942383
	Iteration 5Q: 3 clusters Score -7762487 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -7762751.000000 Penalty: 5293.942383
	Iteration 6Q: 3 clusters Score -7762751 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -7762997.000000 Penalty: 5293.942383
	Iteration 7Q: 3 clusters Score -7762997 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -7763402.500000 Penalty: 5293.942383
	Iteration 8Q: 3 clusters Score -7763402 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -7763964.500000 Penalty: 5293.942383
	Iteration 9Q: 3 clusters Score -7763964 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -7764914.500000 Penalty: 5293.942383
	Iteration 10Q: 3 clusters Score -7764914 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -7766414.000000 Penalty: 5293.942383
	Iteration 11F: 3 clusters Score -7766414 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -7768558.500000 Penalty: 5293.942383
	Iteration 12F: 3 clusters Score -7768558 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -7771092.500000 Penalty: 5293.942383
	Iteration 13F: 3 clusters Score -7771092 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7773158.000000 Penalty: 5293.942383
	Iteration 14F: 3 clusters Score -7773158 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -7774588.500000 Penalty: 5293.942383
	Iteration 15Q: 3 clusters Score -7774588 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -7775362.500000 Penalty: 5293.942383
	Iteration 16Q: 3 clusters Score -7775362 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -7775855.000000 Penalty: 5293.942383
	Iteration 17Q: 3 clusters Score -7775855 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -7776105.000000 Penalty: 5293.942383
	Iteration 18Q: 3 clusters Score -7776105 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -7776270.000000 Penalty: 5293.942383
	Iteration 19Q: 3 clusters Score -7776270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -7776350.500000 Penalty: 5293.942383
	Iteration 20F: 3 clusters Score -7776350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -7776384.500000 Penalty: 5293.942383
	Iteration 21Q: 3 clusters Score -7776384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -7776425.500000 Penalty: 5293.942383
	Iteration 22Q: 3 clusters Score -7776426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7776449.500000 Penalty: 5293.942383
	Iteration 23Q: 3 clusters Score -7776450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -7776458.000000 Penalty: 5293.942383
	Iteration 24Q: 3 clusters Score -7776458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -7776462.500000 Penalty: 5293.942383
	Iteration 25Q: 3 clusters Score -7776462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -7776485.000000 Penalty: 5293.942383
	Iteration 26Q: 3 clusters Score -7776485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -7776488.000000 Penalty: 5293.942383
	Iteration 27Q: 3 clusters Score -7776488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -7776485.500000 Penalty: 5293.942383
	Iteration 28Q: 3 clusters Score -7776486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -7776501.500000 Penalty: 5293.942383
	Iteration 29Q: 3 clusters Score -7776502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -7776508.000000 Penalty: 5293.942383
	Iteration 30Q: 3 clusters Score -7776508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -7776525.000000 Penalty: 5293.942383
	Iteration 31Q: 3 clusters Score -7776525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -7776522.000000 Penalty: 5293.942383
	Iteration 32Q: 3 clusters Score -7776522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7776525.000000 Penalty: 5293.942383
	Iteration 33Q: 3 clusters Score -7776525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -7776528.500000 Penalty: 5293.942383
	Iteration 34Q: 3 clusters Score -7776528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -7776530.000000 Penalty: 5293.942383
	Iteration 35Q: 3 clusters Score -7776530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -7776530.000000 Penalty: 5293.942383
	Iteration 36F: 3 clusters Score -7776530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -130431.609375 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130431.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130991.015625 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130991 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131252.140625 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -131252.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131472.734375 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -131472.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131575.500000 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -131575.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131635.343750 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131660.593750 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131679.203125 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131697.015625 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131701.140625 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131702.312500 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131702.312500 Penalty: 3370.670166
	Iteration 11F: 3 clusters Score -131702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10239.788086 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10239.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10317.576172 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10317.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10323.443359 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10323.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10334.446289 Penalty: 2538.524902
	Iteration 3Q: 3 clusters Score -10334.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10334.446289 Penalty: 2538.524902
	Iteration 4F: 3 clusters Score -10334.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Entering Unmasked Estep 
Score: -7720009.000000 Penalty: 2648.008545
	Iteration 0F: 2 clusters Score -7720009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -7691363.000000 Penalty: 5296.017090
	Iteration 0F: 3 clusters Score -7691363 nChanged 19960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -7702543.500000 Penalty: 5296.017090
	Iteration 1F: 3 clusters Score -7702544 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -7703104.500000 Penalty: 5296.017090
	Iteration 2Q: 3 clusters Score -7703104 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -7703645.500000 Penalty: 5296.017090
	Iteration 3Q: 3 clusters Score -7703646 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -7704166.500000 Penalty: 5296.017090
	Iteration 4Q: 3 clusters Score -7704166 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -7704652.000000 Penalty: 5296.017090
	Iteration 5Q: 3 clusters Score -7704652 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -7705244.500000 Penalty: 5296.017090
	Iteration 6Q: 3 clusters Score -7705244 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -7705925.500000 Penalty: 5296.017090
	Iteration 7Q: 3 clusters Score -7705926 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -7706736.000000 Penalty: 5296.017090
	Iteration 8Q: 3 clusters Score -7706736 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -7707935.500000 Penalty: 5296.017090
	Iteration 9Q: 3 clusters Score -7707936 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -7709236.500000 Penalty: 5296.017090
	Iteration 10Q: 3 clusters Score -7709236 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -7710836.500000 Penalty: 5296.017090
	Iteration 11F: 3 clusters Score -7710836 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -7712420.000000 Penalty: 5296.017090
	Iteration 12F: 3 clusters Score -7712420 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -7713817.000000 Penalty: 5296.017090
	Iteration 13Q: 3 clusters Score -7713817 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7715001.500000 Penalty: 5296.017090
	Iteration 14Q: 3 clusters Score -7715002 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -7715934.500000 Penalty: 5296.017090
	Iteration 15Q: 3 clusters Score -7715934 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7716630.000000 Penalty: 5296.017090
	Iteration 16Q: 3 clusters Score -7716630 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7717036.000000 Penalty: 5296.017090
	Iteration 17Q: 3 clusters Score -7717036 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -7717279.500000 Penalty: 5296.017090
	Iteration 18Q: 3 clusters Score -7717280 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -7717450.500000 Penalty: 5296.017090
	Iteration 19Q: 3 clusters Score -7717450 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -7717548.500000 Penalty: 5296.017090
	Iteration 20F: 3 clusters Score -7717548 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -7717592.500000 Penalty: 5296.017090
	Iteration 21Q: 3 clusters Score -7717592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -7717639.000000 Penalty: 5296.017090
	Iteration 22Q: 3 clusters Score -7717639 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7717665.000000 Penalty: 5296.017090
	Iteration 23Q: 3 clusters Score -7717665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -7717690.000000 Penalty: 5296.017090
	Iteration 24Q: 3 clusters Score -7717690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -7717701.000000 Penalty: 5296.017090
	Iteration 25Q: 3 clusters Score -7717701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -7717721.500000 Penalty: 5296.017090
	Iteration 26Q: 3 clusters Score -7717722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -7717723.000000 Penalty: 5296.017090
	Iteration 27Q: 3 clusters Score -7717723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -7717738.500000 Penalty: 5296.017090
	Iteration 28Q: 3 clusters Score -7717738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -7717745.000000 Penalty: 5296.017090
	Iteration 29Q: 3 clusters Score -7717745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -7717758.500000 Penalty: 5296.017090
	Iteration 30Q: 3 clusters Score -7717758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -7717763.500000 Penalty: 5296.017090
	Iteration 31Q: 3 clusters Score -7717764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -7717770.000000 Penalty: 5296.017090
	Iteration 32Q: 3 clusters Score -7717770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -7717773.000000 Penalty: 5296.017090
	Iteration 33Q: 3 clusters Score -7717773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -7717772.000000 Penalty: 5296.017090
	Iteration 34Q: 3 clusters Score -7717772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -7717769.500000 Penalty: 5296.017090
	Iteration 35Q: 3 clusters Score -7717770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -7717785.500000 Penalty: 5296.017090
	Iteration 36Q: 3 clusters Score -7717786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -7717775.500000 Penalty: 5296.017090
	Iteration 37Q: 3 clusters Score -7717776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -7717775.500000 Penalty: 5296.017090
	Iteration 38F: 3 clusters Score -7717776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (47228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Entering Unmasked Estep 
Score: -8508160.000000 Penalty: 2669.159912
	Iteration 0F: 2 clusters Score -8508160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -8478238.000000 Penalty: 5338.319824
	Iteration 0F: 3 clusters Score -8478238 nChanged 21633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -8490244.000000 Penalty: 5338.319824
	Iteration 1F: 3 clusters Score -8490244 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -8491059.000000 Penalty: 5338.319824
	Iteration 2Q: 3 clusters Score -8491059 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -8492077.000000 Penalty: 5338.319824
	Iteration 3Q: 3 clusters Score -8492077 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -8493898.000000 Penalty: 5338.319824
	Iteration 4F: 3 clusters Score -8493898 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -8496656.000000 Penalty: 5338.319824
	Iteration 5F: 3 clusters Score -8496656 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -8500177.000000 Penalty: 5338.319824
	Iteration 6F: 3 clusters Score -8500177 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8503141.000000 Penalty: 5338.319824
	Iteration 7F: 3 clusters Score -8503141 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8504760.000000 Penalty: 5338.319824
	Iteration 8Q: 3 clusters Score -8504760 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8505353.000000 Penalty: 5338.319824
	Iteration 9Q: 3 clusters Score -8505353 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -8505623.000000 Penalty: 5338.319824
	Iteration 10Q: 3 clusters Score -8505623 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -8505733.000000 Penalty: 5338.319824
	Iteration 11Q: 3 clusters Score -8505733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -8505778.000000 Penalty: 5338.319824
	Iteration 12Q: 3 clusters Score -8505778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8505819.000000 Penalty: 5338.319824
	Iteration 13Q: 3 clusters Score -8505819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -8505850.000000 Penalty: 5338.319824
	Iteration 14Q: 3 clusters Score -8505850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -8505871.000000 Penalty: 5338.319824
	Iteration 15Q: 3 clusters Score -8505871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -8505877.000000 Penalty: 5338.319824
	Iteration 16Q: 3 clusters Score -8505877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -8505890.000000 Penalty: 5338.319824
	Iteration 17Q: 3 clusters Score -8505890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -8505884.000000 Penalty: 5338.319824
	Iteration 18Q: 3 clusters Score -8505884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -8505887.000000 Penalty: 5338.319824
	Iteration 19Q: 3 clusters Score -8505887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -8505887.000000 Penalty: 5338.319824
	Iteration 20F: 3 clusters Score -8505887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 50451 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 56049 members 
Mstep: Class 14 contains 41258 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44719 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39211 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41738 members 
Mstep: Class 29 contains 41861 members 
Mstep: Class 30 contains 15263 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43142 members 
Mstep: Class 33 contains 45542 members 
Mstep: Class 34 contains 43162 members 
Mstep: Class 35 contains 43358 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38200 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43367 members 
Mstep: Class 44 contains 47228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428512.000000 Penalty: 152010.671875
Iteration 439Q: 45 clusters Score -1.964285e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 47403 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 40178 members 
Mstep: Class 9 contains 48866 members 
Mstep: Class 10 contains 50449 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 47909 members 
Mstep: Class 13 contains 56064 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44726 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39214 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41739 members 
Mstep: Class 29 contains 41864 members 
Mstep: Class 30 contains 15255 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43146 members 
Mstep: Class 33 contains 45534 members 
Mstep: Class 34 contains 43159 members 
Mstep: Class 35 contains 43360 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38200 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43184 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43370 members 
Mstep: Class 44 contains 47215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428464.000000 Penalty: 152010.671875
Iteration 440F: 45 clusters Score -1.964285e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47403 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 48872 members 
Mstep: Class 10 contains 50451 members 
Mstep: Class 11 contains 5187 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 56073 members 
Mstep: Class 14 contains 41271 members 
Mstep: Class 15 contains 45272 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44723 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39222 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41741 members 
Mstep: Class 29 contains 41865 members 
Mstep: Class 30 contains 15240 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43151 members 
Mstep: Class 33 contains 45538 members 
Mstep: Class 34 contains 43151 members 
Mstep: Class 35 contains 43353 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38199 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43182 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43372 members 
Mstep: Class 44 contains 47209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428464.000000 Penalty: 152010.671875
Iteration 441Q: 45 clusters Score -1.964285e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 50452 members 
Mstep: Class 11 contains 5176 members 
Mstep: Class 12 contains 47913 members 
Mstep: Class 13 contains 56095 members 
Mstep: Class 14 contains 41278 members 
Mstep: Class 15 contains 45271 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18273 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44733 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39225 members 
Mstep: Class 26 contains 8660 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41742 members 
Mstep: Class 29 contains 41867 members 
Mstep: Class 30 contains 15229 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43151 members 
Mstep: Class 33 contains 45538 members 
Mstep: Class 34 contains 43148 members 
Mstep: Class 35 contains 43348 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38199 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43181 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43370 members 
Mstep: Class 44 contains 47191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428384.000000 Penalty: 152010.671875
Iteration 442Q: 45 clusters Score -1.964284e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47403 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 48876 members 
Mstep: Class 10 contains 50450 members 
Mstep: Class 11 contains 5169 members 
Mstep: Class 12 contains 47913 members 
Mstep: Class 13 contains 56117 members 
Mstep: Class 14 contains 41286 members 
Mstep: Class 15 contains 45265 members 
Mstep: Class 16 contains 35946 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44734 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39228 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41745 members 
Mstep: Class 29 contains 41868 members 
Mstep: Class 30 contains 15225 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43153 members 
Mstep: Class 33 contains 45536 members 
Mstep: Class 34 contains 43148 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38199 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43184 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428624.000000 Penalty: 152010.671875
Iteration 443Q: 45 clusters Score -1.964286e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16407 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 48877 members 
Mstep: Class 10 contains 50448 members 
Mstep: Class 11 contains 5164 members 
Mstep: Class 12 contains 47913 members 
Mstep: Class 13 contains 56135 members 
Mstep: Class 14 contains 41286 members 
Mstep: Class 15 contains 45263 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44728 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39231 members 
Mstep: Class 26 contains 8657 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41750 members 
Mstep: Class 29 contains 41874 members 
Mstep: Class 30 contains 15223 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43150 members 
Mstep: Class 33 contains 45531 members 
Mstep: Class 34 contains 43149 members 
Mstep: Class 35 contains 43351 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38199 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43186 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43366 members 
Mstep: Class 44 contains 47166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428656.000000 Penalty: 152010.671875
Iteration 444Q: 45 clusters Score -1.964287e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 6467 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 50447 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 56147 members 
Mstep: Class 14 contains 41289 members 
Mstep: Class 15 contains 45261 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 17 contains 18269 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44720 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 8658 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41760 members 
Mstep: Class 29 contains 41881 members 
Mstep: Class 30 contains 15209 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43146 members 
Mstep: Class 33 contains 45527 members 
Mstep: Class 34 contains 43150 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38198 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43188 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43365 members 
Mstep: Class 44 contains 47166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428592.000000 Penalty: 152010.671875
Iteration 445Q: 45 clusters Score -1.964286e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 47405 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16410 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 40172 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 56154 members 
Mstep: Class 14 contains 41282 members 
Mstep: Class 15 contains 45259 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44719 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39240 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41762 members 
Mstep: Class 29 contains 41887 members 
Mstep: Class 30 contains 15202 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43143 members 
Mstep: Class 33 contains 45531 members 
Mstep: Class 34 contains 43152 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43191 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43363 members 
Mstep: Class 44 contains 47166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428640.000000 Penalty: 152010.671875
Iteration 446Q: 45 clusters Score -1.964286e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47405 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 40172 members 
Mstep: Class 9 contains 48877 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 56153 members 
Mstep: Class 14 contains 41281 members 
Mstep: Class 15 contains 45258 members 
Mstep: Class 16 contains 35944 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44717 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39240 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41766 members 
Mstep: Class 29 contains 41889 members 
Mstep: Class 30 contains 15200 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43144 members 
Mstep: Class 33 contains 45527 members 
Mstep: Class 34 contains 43152 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8341 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43195 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43357 members 
Mstep: Class 44 contains 47175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428736.000000 Penalty: 152010.671875
Iteration 447Q: 45 clusters Score -1.964287e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16414 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 40170 members 
Mstep: Class 9 contains 48878 members 
Mstep: Class 10 contains 50454 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 47907 members 
Mstep: Class 13 contains 56153 members 
Mstep: Class 14 contains 41288 members 
Mstep: Class 15 contains 45260 members 
Mstep: Class 16 contains 35944 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44714 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39240 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41769 members 
Mstep: Class 29 contains 41882 members 
Mstep: Class 30 contains 15202 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43148 members 
Mstep: Class 33 contains 45521 members 
Mstep: Class 34 contains 43149 members 
Mstep: Class 35 contains 43351 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 38198 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43197 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43353 members 
Mstep: Class 44 contains 47179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428784.000000 Penalty: 152010.671875
Iteration 448Q: 45 clusters Score -1.964288e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16414 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 40167 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 50458 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 47907 members 
Mstep: Class 13 contains 56157 members 
Mstep: Class 14 contains 41290 members 
Mstep: Class 15 contains 45264 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44711 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39238 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46532 members 
Mstep: Class 28 contains 41776 members 
Mstep: Class 29 contains 41882 members 
Mstep: Class 30 contains 15198 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43149 members 
Mstep: Class 33 contains 45524 members 
Mstep: Class 34 contains 43139 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8338 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43198 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43356 members 
Mstep: Class 44 contains 47186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428944.000000 Penalty: 152010.671875
Iteration 449Q: 45 clusters Score -1.964289e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16415 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 40166 members 
Mstep: Class 9 contains 48878 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 5107 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 56159 members 
Mstep: Class 14 contains 41285 members 
Mstep: Class 15 contains 45265 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44707 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39242 members 
Mstep: Class 26 contains 8661 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41779 members 
Mstep: Class 29 contains 41886 members 
Mstep: Class 30 contains 15200 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43150 members 
Mstep: Class 33 contains 45524 members 
Mstep: Class 34 contains 43131 members 
Mstep: Class 35 contains 43346 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43199 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43359 members 
Mstep: Class 44 contains 47199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428704.000000 Penalty: 152010.671875
Iteration 450Q: 45 clusters Score -1.964287e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 40162 members 
Mstep: Class 9 contains 48882 members 
Mstep: Class 10 contains 50454 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 56163 members 
Mstep: Class 14 contains 41289 members 
Mstep: Class 15 contains 45267 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44708 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39246 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41778 members 
Mstep: Class 29 contains 41882 members 
Mstep: Class 30 contains 15193 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43150 members 
Mstep: Class 33 contains 45526 members 
Mstep: Class 34 contains 43129 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43200 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43358 members 
Mstep: Class 44 contains 47209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428896.000000 Penalty: 152010.671875
Iteration 451Q: 45 clusters Score -1.964289e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 40160 members 
Mstep: Class 9 contains 48881 members 
Mstep: Class 10 contains 50452 members 
Mstep: Class 11 contains 5083 members 
Mstep: Class 12 contains 47911 members 
Mstep: Class 13 contains 56162 members 
Mstep: Class 14 contains 41291 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13357 members 
Mstep: Class 23 contains 44710 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39250 members 
Mstep: Class 26 contains 8662 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41785 members 
Mstep: Class 29 contains 41880 members 
Mstep: Class 30 contains 15182 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43152 members 
Mstep: Class 33 contains 45520 members 
Mstep: Class 34 contains 43122 members 
Mstep: Class 35 contains 43352 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43201 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43359 members 
Mstep: Class 44 contains 47219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428864.000000 Penalty: 152010.671875
Iteration 452Q: 45 clusters Score -1.964289e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16416 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 48877 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 47914 members 
Mstep: Class 13 contains 56171 members 
Mstep: Class 14 contains 41297 members 
Mstep: Class 15 contains 45272 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44710 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39255 members 
Mstep: Class 26 contains 8663 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41786 members 
Mstep: Class 29 contains 41879 members 
Mstep: Class 30 contains 15176 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43147 members 
Mstep: Class 33 contains 45508 members 
Mstep: Class 34 contains 43123 members 
Mstep: Class 35 contains 43353 members 
Mstep: Class 36 contains 8338 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43204 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43360 members 
Mstep: Class 44 contains 47230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428864.000000 Penalty: 152010.671875
Iteration 453Q: 45 clusters Score -1.964289e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16416 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 40153 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 47916 members 
Mstep: Class 13 contains 56180 members 
Mstep: Class 14 contains 41299 members 
Mstep: Class 15 contains 45274 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44713 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39260 members 
Mstep: Class 26 contains 8664 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 41790 members 
Mstep: Class 29 contains 41881 members 
Mstep: Class 30 contains 15159 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43146 members 
Mstep: Class 33 contains 45499 members 
Mstep: Class 34 contains 43115 members 
Mstep: Class 35 contains 43352 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43361 members 
Mstep: Class 44 contains 47243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428976.000000 Penalty: 152010.671875
Iteration 454Q: 45 clusters Score -1.96429e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 40149 members 
Mstep: Class 9 contains 48878 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 47914 members 
Mstep: Class 13 contains 56187 members 
Mstep: Class 14 contains 41298 members 
Mstep: Class 15 contains 45274 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44715 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39263 members 
Mstep: Class 26 contains 8664 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 41792 members 
Mstep: Class 29 contains 41881 members 
Mstep: Class 30 contains 15158 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43144 members 
Mstep: Class 33 contains 45495 members 
Mstep: Class 34 contains 43117 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8337 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43368 members 
Mstep: Class 44 contains 47251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428848.000000 Penalty: 152010.671875
Iteration 455Q: 45 clusters Score -1.964288e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40148 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 47914 members 
Mstep: Class 13 contains 56188 members 
Mstep: Class 14 contains 41299 members 
Mstep: Class 15 contains 45276 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44715 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39267 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 41793 members 
Mstep: Class 29 contains 41878 members 
Mstep: Class 30 contains 15161 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43144 members 
Mstep: Class 33 contains 45481 members 
Mstep: Class 34 contains 43120 members 
Mstep: Class 35 contains 43347 members 
Mstep: Class 36 contains 8338 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43204 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428992.000000 Penalty: 152010.671875
Iteration 456Q: 45 clusters Score -1.96429e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40147 members 
Mstep: Class 9 contains 48881 members 
Mstep: Class 10 contains 50453 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 47918 members 
Mstep: Class 13 contains 56191 members 
Mstep: Class 14 contains 41301 members 
Mstep: Class 15 contains 45273 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18269 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44721 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 8665 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41795 members 
Mstep: Class 29 contains 41874 members 
Mstep: Class 30 contains 15158 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43144 members 
Mstep: Class 33 contains 45467 members 
Mstep: Class 34 contains 43122 members 
Mstep: Class 35 contains 43343 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38195 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43204 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43368 members 
Mstep: Class 44 contains 47271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428912.000000 Penalty: 152010.671875
Iteration 457Q: 45 clusters Score -1.964289e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16418 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 40147 members 
Mstep: Class 9 contains 48884 members 
Mstep: Class 10 contains 50450 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 47919 members 
Mstep: Class 13 contains 56192 members 
Mstep: Class 14 contains 41300 members 
Mstep: Class 15 contains 45274 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44724 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39273 members 
Mstep: Class 26 contains 8666 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41797 members 
Mstep: Class 29 contains 41867 members 
Mstep: Class 30 contains 15154 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43147 members 
Mstep: Class 33 contains 45459 members 
Mstep: Class 34 contains 43121 members 
Mstep: Class 35 contains 43344 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43368 members 
Mstep: Class 44 contains 47281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428928.000000 Penalty: 152010.671875
Iteration 458Q: 45 clusters Score -1.964289e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16418 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40147 members 
Mstep: Class 9 contains 48884 members 
Mstep: Class 10 contains 50450 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 47920 members 
Mstep: Class 13 contains 56196 members 
Mstep: Class 14 contains 41296 members 
Mstep: Class 15 contains 45274 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44730 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39267 members 
Mstep: Class 26 contains 8667 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41797 members 
Mstep: Class 29 contains 41865 members 
Mstep: Class 30 contains 15145 members 
Mstep: Class 31 contains 6083 members 
Mstep: Class 32 contains 43149 members 
Mstep: Class 33 contains 45461 members 
Mstep: Class 34 contains 43116 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43365 members 
Mstep: Class 44 contains 47291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428880.000000 Penalty: 152010.671875
Iteration 459Q: 45 clusters Score -1.964289e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40146 members 
Mstep: Class 9 contains 48886 members 
Mstep: Class 10 contains 50451 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 47919 members 
Mstep: Class 13 contains 56205 members 
Mstep: Class 14 contains 41295 members 
Mstep: Class 15 contains 45275 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44732 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39262 members 
Mstep: Class 26 contains 8667 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41797 members 
Mstep: Class 29 contains 41867 members 
Mstep: Class 30 contains 15135 members 
Mstep: Class 31 contains 6084 members 
Mstep: Class 32 contains 43151 members 
Mstep: Class 33 contains 45455 members 
Mstep: Class 34 contains 43111 members 
Mstep: Class 35 contains 43352 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43365 members 
Mstep: Class 44 contains 47297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428768.000000 Penalty: 152010.671875
Iteration 460F: 45 clusters Score -1.964288e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40144 members 
Mstep: Class 9 contains 48885 members 
Mstep: Class 10 contains 50449 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 47919 members 
Mstep: Class 13 contains 56214 members 
Mstep: Class 14 contains 41291 members 
Mstep: Class 15 contains 45271 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44737 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39263 members 
Mstep: Class 26 contains 8669 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41800 members 
Mstep: Class 29 contains 41870 members 
Mstep: Class 30 contains 15134 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43155 members 
Mstep: Class 33 contains 45452 members 
Mstep: Class 34 contains 43111 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 38198 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43362 members 
Mstep: Class 44 contains 47295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 152010.671875
Iteration 461Q: 45 clusters Score -1.96429e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40143 members 
Mstep: Class 9 contains 48878 members 
Mstep: Class 10 contains 50449 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 47922 members 
Mstep: Class 13 contains 56218 members 
Mstep: Class 14 contains 41291 members 
Mstep: Class 15 contains 45271 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44746 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39265 members 
Mstep: Class 26 contains 8670 members 
Mstep: Class 27 contains 46531 members 
Mstep: Class 28 contains 41806 members 
Mstep: Class 29 contains 41860 members 
Mstep: Class 30 contains 15122 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43157 members 
Mstep: Class 33 contains 45454 members 
Mstep: Class 34 contains 43108 members 
Mstep: Class 35 contains 43354 members 
Mstep: Class 36 contains 8344 members 
Mstep: Class 37 contains 38198 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43361 members 
Mstep: Class 44 contains 47296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429024.000000 Penalty: 152010.671875
Iteration 462Q: 45 clusters Score -1.96429e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40139 members 
Mstep: Class 9 contains 48880 members 
Mstep: Class 10 contains 50452 members 
Mstep: Class 11 contains 5016 members 
Mstep: Class 12 contains 47920 members 
Mstep: Class 13 contains 56225 members 
Mstep: Class 14 contains 41294 members 
Mstep: Class 15 contains 45273 members 
Mstep: Class 16 contains 35939 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 44754 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39266 members 
Mstep: Class 26 contains 8670 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 41812 members 
Mstep: Class 29 contains 41850 members 
Mstep: Class 30 contains 15113 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43157 members 
Mstep: Class 33 contains 45455 members 
Mstep: Class 34 contains 43100 members 
Mstep: Class 35 contains 43352 members 
Mstep: Class 36 contains 8345 members 
Mstep: Class 37 contains 38198 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43364 members 
Mstep: Class 44 contains 47295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428896.000000 Penalty: 152010.671875
Iteration 463Q: 45 clusters Score -1.964289e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40139 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 50447 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 47918 members 
Mstep: Class 13 contains 56228 members 
Mstep: Class 14 contains 41295 members 
Mstep: Class 15 contains 45274 members 
Mstep: Class 16 contains 35937 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 44761 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39264 members 
Mstep: Class 26 contains 8670 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 41816 members 
Mstep: Class 29 contains 41844 members 
Mstep: Class 30 contains 15115 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43158 members 
Mstep: Class 33 contains 45460 members 
Mstep: Class 34 contains 43095 members 
Mstep: Class 35 contains 43353 members 
Mstep: Class 36 contains 8345 members 
Mstep: Class 37 contains 38198 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43205 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43367 members 
Mstep: Class 44 contains 47294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428752.000000 Penalty: 152010.671875
Iteration 464Q: 45 clusters Score -1.964288e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40136 members 
Mstep: Class 9 contains 48881 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 47917 members 
Mstep: Class 13 contains 56229 members 
Mstep: Class 14 contains 41297 members 
Mstep: Class 15 contains 45278 members 
Mstep: Class 16 contains 35935 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44767 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39264 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 41820 members 
Mstep: Class 29 contains 41841 members 
Mstep: Class 30 contains 15114 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43159 members 
Mstep: Class 33 contains 45456 members 
Mstep: Class 34 contains 43092 members 
Mstep: Class 35 contains 43352 members 
Mstep: Class 36 contains 8345 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43206 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43368 members 
Mstep: Class 44 contains 47301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428672.000000 Penalty: 152010.671875
Iteration 465Q: 45 clusters Score -1.964287e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40137 members 
Mstep: Class 9 contains 48882 members 
Mstep: Class 10 contains 50435 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 47921 members 
Mstep: Class 13 contains 56227 members 
Mstep: Class 14 contains 41294 members 
Mstep: Class 15 contains 45276 members 
Mstep: Class 16 contains 35932 members 
Mstep: Class 17 contains 18268 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44773 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39269 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41844 members 
Mstep: Class 30 contains 15107 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43162 members 
Mstep: Class 33 contains 45458 members 
Mstep: Class 34 contains 43090 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8347 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43208 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428784.000000 Penalty: 152010.671875
Iteration 466Q: 45 clusters Score -1.964288e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 47414 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40136 members 
Mstep: Class 9 contains 48883 members 
Mstep: Class 10 contains 50433 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 47919 members 
Mstep: Class 13 contains 56229 members 
Mstep: Class 14 contains 41291 members 
Mstep: Class 15 contains 45275 members 
Mstep: Class 16 contains 35929 members 
Mstep: Class 17 contains 18268 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44778 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39268 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41843 members 
Mstep: Class 30 contains 15105 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43160 members 
Mstep: Class 33 contains 45453 members 
Mstep: Class 34 contains 43092 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8348 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43208 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43370 members 
Mstep: Class 44 contains 47322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428736.000000 Penalty: 152010.671875
Iteration 467Q: 45 clusters Score -1.964287e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 47417 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40132 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 47920 members 
Mstep: Class 13 contains 56231 members 
Mstep: Class 14 contains 41287 members 
Mstep: Class 15 contains 45278 members 
Mstep: Class 16 contains 35927 members 
Mstep: Class 17 contains 18269 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13355 members 
Mstep: Class 23 contains 44781 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39269 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46530 members 
Mstep: Class 28 contains 41823 members 
Mstep: Class 29 contains 41839 members 
Mstep: Class 30 contains 15100 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45455 members 
Mstep: Class 34 contains 43094 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8349 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43208 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428656.000000 Penalty: 152010.671875
Iteration 468Q: 45 clusters Score -1.964287e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 47421 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40131 members 
Mstep: Class 9 contains 48877 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 4977 members 
Mstep: Class 12 contains 47920 members 
Mstep: Class 13 contains 56231 members 
Mstep: Class 14 contains 41288 members 
Mstep: Class 15 contains 45281 members 
Mstep: Class 16 contains 35923 members 
Mstep: Class 17 contains 18269 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 44780 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39270 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41844 members 
Mstep: Class 30 contains 15093 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43162 members 
Mstep: Class 33 contains 45455 members 
Mstep: Class 34 contains 43094 members 
Mstep: Class 35 contains 43348 members 
Mstep: Class 36 contains 8349 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43208 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428768.000000 Penalty: 152010.671875
Iteration 469Q: 45 clusters Score -1.964288e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 47424 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40131 members 
Mstep: Class 9 contains 48873 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 47921 members 
Mstep: Class 13 contains 56235 members 
Mstep: Class 14 contains 41285 members 
Mstep: Class 15 contains 45282 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13357 members 
Mstep: Class 23 contains 44781 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39270 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41821 members 
Mstep: Class 29 contains 41842 members 
Mstep: Class 30 contains 15092 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43162 members 
Mstep: Class 33 contains 45453 members 
Mstep: Class 34 contains 43094 members 
Mstep: Class 35 contains 43347 members 
Mstep: Class 36 contains 8349 members 
Mstep: Class 37 contains 38197 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43210 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428784.000000 Penalty: 152010.671875
Iteration 470Q: 45 clusters Score -1.964288e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 47421 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40131 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 47922 members 
Mstep: Class 13 contains 56237 members 
Mstep: Class 14 contains 41286 members 
Mstep: Class 15 contains 45278 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13357 members 
Mstep: Class 23 contains 44782 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39273 members 
Mstep: Class 26 contains 8672 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41828 members 
Mstep: Class 29 contains 41841 members 
Mstep: Class 30 contains 15089 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43162 members 
Mstep: Class 33 contains 45452 members 
Mstep: Class 34 contains 43091 members 
Mstep: Class 35 contains 43346 members 
Mstep: Class 36 contains 8349 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43213 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43371 members 
Mstep: Class 44 contains 47335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428832.000000 Penalty: 152010.671875
Iteration 471Q: 45 clusters Score -1.964288e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 47421 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40131 members 
Mstep: Class 9 contains 48876 members 
Mstep: Class 10 contains 50432 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 47927 members 
Mstep: Class 13 contains 56238 members 
Mstep: Class 14 contains 41287 members 
Mstep: Class 15 contains 45280 members 
Mstep: Class 16 contains 35921 members 
Mstep: Class 17 contains 18271 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13358 members 
Mstep: Class 23 contains 44784 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39274 members 
Mstep: Class 26 contains 8672 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41828 members 
Mstep: Class 29 contains 41840 members 
Mstep: Class 30 contains 15076 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43162 members 
Mstep: Class 33 contains 45453 members 
Mstep: Class 34 contains 43087 members 
Mstep: Class 35 contains 43347 members 
Mstep: Class 36 contains 8347 members 
Mstep: Class 37 contains 38196 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43213 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43371 members 
Mstep: Class 44 contains 47341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428816.000000 Penalty: 152010.671875
Iteration 472Q: 45 clusters Score -1.964288e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 47415 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40130 members 
Mstep: Class 9 contains 48873 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 47933 members 
Mstep: Class 13 contains 56240 members 
Mstep: Class 14 contains 41289 members 
Mstep: Class 15 contains 45280 members 
Mstep: Class 16 contains 35920 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13358 members 
Mstep: Class 23 contains 44789 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39276 members 
Mstep: Class 26 contains 8672 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41827 members 
Mstep: Class 29 contains 41839 members 
Mstep: Class 30 contains 15065 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45453 members 
Mstep: Class 34 contains 43078 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8347 members 
Mstep: Class 37 contains 38195 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43215 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43373 members 
Mstep: Class 44 contains 47353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428832.000000 Penalty: 152010.671875
Iteration 473Q: 45 clusters Score -1.964288e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16501 members 
Mstep: Class 4 contains 47412 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40130 members 
Mstep: Class 9 contains 48868 members 
Mstep: Class 10 contains 50432 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 47937 members 
Mstep: Class 13 contains 56240 members 
Mstep: Class 14 contains 41292 members 
Mstep: Class 15 contains 45280 members 
Mstep: Class 16 contains 35918 members 
Mstep: Class 17 contains 18273 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13358 members 
Mstep: Class 23 contains 44796 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39274 members 
Mstep: Class 26 contains 8672 members 
Mstep: Class 27 contains 46529 members 
Mstep: Class 28 contains 41828 members 
Mstep: Class 29 contains 41835 members 
Mstep: Class 30 contains 15057 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45453 members 
Mstep: Class 34 contains 43076 members 
Mstep: Class 35 contains 43350 members 
Mstep: Class 36 contains 8348 members 
Mstep: Class 37 contains 38194 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43218 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43373 members 
Mstep: Class 44 contains 47365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428752.000000 Penalty: 152010.671875
Iteration 474Q: 45 clusters Score -1.964288e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16501 members 
Mstep: Class 4 contains 47410 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40130 members 
Mstep: Class 9 contains 48865 members 
Mstep: Class 10 contains 50430 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 56241 members 
Mstep: Class 14 contains 41296 members 
Mstep: Class 15 contains 45280 members 
Mstep: Class 16 contains 35916 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13358 members 
Mstep: Class 23 contains 44803 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39276 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46528 members 
Mstep: Class 28 contains 41832 members 
Mstep: Class 29 contains 41828 members 
Mstep: Class 30 contains 15045 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45453 members 
Mstep: Class 34 contains 43074 members 
Mstep: Class 35 contains 43347 members 
Mstep: Class 36 contains 8348 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43220 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43374 members 
Mstep: Class 44 contains 47385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428704.000000 Penalty: 152010.671875
Iteration 475Q: 45 clusters Score -1.964287e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16502 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40129 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 50429 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 47935 members 
Mstep: Class 13 contains 56244 members 
Mstep: Class 14 contains 41294 members 
Mstep: Class 15 contains 45282 members 
Mstep: Class 16 contains 35914 members 
Mstep: Class 17 contains 18273 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44810 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39278 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 46527 members 
Mstep: Class 28 contains 41832 members 
Mstep: Class 29 contains 41831 members 
Mstep: Class 30 contains 15034 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45455 members 
Mstep: Class 34 contains 43070 members 
Mstep: Class 35 contains 43347 members 
Mstep: Class 36 contains 8349 members 
Mstep: Class 37 contains 38194 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43222 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43374 members 
Mstep: Class 44 contains 47398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428752.000000 Penalty: 152010.671875
Iteration 476Q: 45 clusters Score -1.964288e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 47396 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 40130 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 50428 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 56248 members 
Mstep: Class 14 contains 41294 members 
Mstep: Class 15 contains 45286 members 
Mstep: Class 16 contains 35912 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44816 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39279 members 
Mstep: Class 26 contains 8672 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41830 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45453 members 
Mstep: Class 34 contains 43065 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8347 members 
Mstep: Class 37 contains 38194 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43225 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43370 members 
Mstep: Class 44 contains 47413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428720.000000 Penalty: 152010.671875
Iteration 477Q: 45 clusters Score -1.964287e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16502 members 
Mstep: Class 4 contains 47396 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40129 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 50430 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 47944 members 
Mstep: Class 13 contains 56253 members 
Mstep: Class 14 contains 41298 members 
Mstep: Class 15 contains 45286 members 
Mstep: Class 16 contains 35910 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44817 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39282 members 
Mstep: Class 26 contains 8673 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41829 members 
Mstep: Class 29 contains 41833 members 
Mstep: Class 30 contains 14999 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45448 members 
Mstep: Class 34 contains 43065 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8349 members 
Mstep: Class 37 contains 38194 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43228 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43368 members 
Mstep: Class 44 contains 47427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428816.000000 Penalty: 152010.671875
Iteration 478Q: 45 clusters Score -1.964288e+08 nChanged 133
Entering ConstructFrom: 
Score: -196428816.000000 Penalty: 152010.671875
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101676.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -101676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99969.007812 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -99969.01 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100342.343750 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -100342.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100469.906250 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -100469.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100545.359375 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -100545.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100649.859375 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -100649.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100751.812500 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -100751.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100817.382812 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -100817.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100882.328125 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -100882.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100936.671875 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -100936.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101003.460938 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -101003.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101045.914062 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -101045.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101079.109375 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -101079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101101.460938 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -101101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101119.671875 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -101119.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101145.617188 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -101145.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101182.804688 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -101182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101214.234375 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -101214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101244.875000 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -101244.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101279.718750 Penalty: 3341.535645
	Iteration 18Q: 3 clusters Score -101279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101313.789062 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -101313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101345.789062 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -101345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101375.804688 Penalty: 3341.535645
	Iteration 21Q: 3 clusters Score -101375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101385.039062 Penalty: 3341.535645
	Iteration 22Q: 3 clusters Score -101385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101388.804688 Penalty: 3341.535645
	Iteration 23Q: 3 clusters Score -101388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101390.890625 Penalty: 3341.535645
	Iteration 24Q: 3 clusters Score -101390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101393.539062 Penalty: 3341.535645
	Iteration 25Q: 3 clusters Score -101393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101394.406250 Penalty: 3341.535645
	Iteration 26Q: 3 clusters Score -101394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101396.421875 Penalty: 3341.535645
	Iteration 27Q: 3 clusters Score -101396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101397.132812 Penalty: 3341.535645
	Iteration 28Q: 3 clusters Score -101397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101397.671875 Penalty: 3341.535645
	Iteration 29Q: 3 clusters Score -101397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101397.671875 Penalty: 3341.535645
	Iteration 30F: 3 clusters Score -101397.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Entering Unmasked Estep 
Score: -2733272.500000 Penalty: 2391.375244
	Iteration 0F: 2 clusters Score -2733272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2722112.000000 Penalty: 4782.750488
	Iteration 0F: 3 clusters Score -2722112 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2725975.750000 Penalty: 4782.750488
	Iteration 1F: 3 clusters Score -2725976 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2726441.250000 Penalty: 4782.750488
	Iteration 2F: 3 clusters Score -2726441 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2726850.250000 Penalty: 4782.750488
	Iteration 3F: 3 clusters Score -2726850 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2727303.000000 Penalty: 4782.750488
	Iteration 4F: 3 clusters Score -2727303 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2727863.750000 Penalty: 4782.750488
	Iteration 5F: 3 clusters Score -2727864 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2728515.500000 Penalty: 4782.750488
	Iteration 6F: 3 clusters Score -2728516 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2729176.000000 Penalty: 4782.750488
	Iteration 7F: 3 clusters Score -2729176 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2729769.000000 Penalty: 4782.750488
	Iteration 8Q: 3 clusters Score -2729769 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2730257.500000 Penalty: 4782.750488
	Iteration 9Q: 3 clusters Score -2730258 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2730585.750000 Penalty: 4782.750488
	Iteration 10Q: 3 clusters Score -2730586 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2730809.250000 Penalty: 4782.750488
	Iteration 11Q: 3 clusters Score -2730809 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2730955.750000 Penalty: 4782.750488
	Iteration 12Q: 3 clusters Score -2730956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2731078.000000 Penalty: 4782.750488
	Iteration 13Q: 3 clusters Score -2731078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2731170.000000 Penalty: 4782.750488
	Iteration 14Q: 3 clusters Score -2731170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2731212.250000 Penalty: 4782.750488
	Iteration 15Q: 3 clusters Score -2731212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2731240.250000 Penalty: 4782.750488
	Iteration 16Q: 3 clusters Score -2731240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2731262.500000 Penalty: 4782.750488
	Iteration 17Q: 3 clusters Score -2731262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2731279.500000 Penalty: 4782.750488
	Iteration 18Q: 3 clusters Score -2731280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2731304.000000 Penalty: 4782.750488
	Iteration 19Q: 3 clusters Score -2731304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2731315.500000 Penalty: 4782.750488
	Iteration 20F: 3 clusters Score -2731316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2731331.500000 Penalty: 4782.750488
	Iteration 21Q: 3 clusters Score -2731332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2731342.750000 Penalty: 4782.750488
	Iteration 22Q: 3 clusters Score -2731343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2731354.250000 Penalty: 4782.750488
	Iteration 23Q: 3 clusters Score -2731354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2731361.000000 Penalty: 4782.750488
	Iteration 24Q: 3 clusters Score -2731361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2731366.500000 Penalty: 4782.750488
	Iteration 25Q: 3 clusters Score -2731366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2731369.250000 Penalty: 4782.750488
	Iteration 26Q: 3 clusters Score -2731369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2731369.500000 Penalty: 4782.750488
	Iteration 27Q: 3 clusters Score -2731370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2731372.750000 Penalty: 4782.750488
	Iteration 28Q: 3 clusters Score -2731373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2731373.500000 Penalty: 4782.750488
	Iteration 29Q: 3 clusters Score -2731374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2731375.750000 Penalty: 4782.750488
	Iteration 30Q: 3 clusters Score -2731376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2731379.250000 Penalty: 4782.750488
	Iteration 31Q: 3 clusters Score -2731379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2731380.250000 Penalty: 4782.750488
	Iteration 32Q: 3 clusters Score -2731380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2731380.250000 Penalty: 4782.750488
	Iteration 33F: 3 clusters Score -2731380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Entering Unmasked Estep 
Score: -2902441.500000 Penalty: 2408.386719
	Iteration 0F: 2 clusters Score -2902442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2890582.000000 Penalty: 4816.773438
	Iteration 0F: 3 clusters Score -2890582 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2894386.000000 Penalty: 4816.773438
	Iteration 1F: 3 clusters Score -2894386 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2894831.500000 Penalty: 4816.773438
	Iteration 2F: 3 clusters Score -2894832 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2895248.250000 Penalty: 4816.773438
	Iteration 3F: 3 clusters Score -2895248 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2895712.500000 Penalty: 4816.773438
	Iteration 4Q: 3 clusters Score -2895712 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2896305.250000 Penalty: 4816.773438
	Iteration 5F: 3 clusters Score -2896305 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2896942.000000 Penalty: 4816.773438
	Iteration 6F: 3 clusters Score -2896942 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2897557.750000 Penalty: 4816.773438
	Iteration 7F: 3 clusters Score -2897558 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2898105.750000 Penalty: 4816.773438
	Iteration 8F: 3 clusters Score -2898106 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2898563.750000 Penalty: 4816.773438
	Iteration 9Q: 3 clusters Score -2898564 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2898971.000000 Penalty: 4816.773438
	Iteration 10Q: 3 clusters Score -2898971 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2899294.250000 Penalty: 4816.773438
	Iteration 11Q: 3 clusters Score -2899294 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2899553.500000 Penalty: 4816.773438
	Iteration 12Q: 3 clusters Score -2899554 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2899727.750000 Penalty: 4816.773438
	Iteration 13Q: 3 clusters Score -2899728 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2899858.000000 Penalty: 4816.773438
	Iteration 14Q: 3 clusters Score -2899858 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2899943.250000 Penalty: 4816.773438
	Iteration 15Q: 3 clusters Score -2899943 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2899988.750000 Penalty: 4816.773438
	Iteration 16Q: 3 clusters Score -2899989 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2900041.000000 Penalty: 4816.773438
	Iteration 17Q: 3 clusters Score -2900041 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2900069.750000 Penalty: 4816.773438
	Iteration 18Q: 3 clusters Score -2900070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2900088.500000 Penalty: 4816.773438
	Iteration 19Q: 3 clusters Score -2900088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2900104.000000 Penalty: 4816.773438
	Iteration 20F: 3 clusters Score -2900104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2900121.000000 Penalty: 4816.773438
	Iteration 21Q: 3 clusters Score -2900121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2900122.250000 Penalty: 4816.773438
	Iteration 22Q: 3 clusters Score -2900122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2900127.500000 Penalty: 4816.773438
	Iteration 23Q: 3 clusters Score -2900128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2900136.250000 Penalty: 4816.773438
	Iteration 24Q: 3 clusters Score -2900136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2900136.750000 Penalty: 4816.773438
	Iteration 25Q: 3 clusters Score -2900137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2900134.250000 Penalty: 4816.773438
	Iteration 26Q: 3 clusters Score -2900134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2900136.750000 Penalty: 4816.773438
	Iteration 27Q: 3 clusters Score -2900137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2900142.250000 Penalty: 4816.773438
	Iteration 28Q: 3 clusters Score -2900142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2900146.250000 Penalty: 4816.773438
	Iteration 29Q: 3 clusters Score -2900146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2900146.250000 Penalty: 4816.773438
	Iteration 30Q: 3 clusters Score -2900146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2900154.500000 Penalty: 4816.773438
	Iteration 31Q: 3 clusters Score -2900154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2900154.500000 Penalty: 4816.773438
	Iteration 32Q: 3 clusters Score -2900154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2900158.000000 Penalty: 4816.773438
	Iteration 33Q: 3 clusters Score -2900158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2900157.750000 Penalty: 4816.773438
	Iteration 34Q: 3 clusters Score -2900158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2900160.750000 Penalty: 4816.773438
	Iteration 35Q: 3 clusters Score -2900161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2900162.000000 Penalty: 4816.773438
	Iteration 36Q: 3 clusters Score -2900162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2900162.000000 Penalty: 4816.773438
	Iteration 37Q: 3 clusters Score -2900162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2900163.750000 Penalty: 4816.773438
	Iteration 38Q: 3 clusters Score -2900164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2900163.750000 Penalty: 4816.773438
	Iteration 39Q: 3 clusters Score -2900164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2900169.500000 Penalty: 4816.773438
	Iteration 40F: 3 clusters Score -2900170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2900175.750000 Penalty: 4816.773438
	Iteration 41Q: 3 clusters Score -2900176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2900171.000000 Penalty: 4816.773438
	Iteration 42Q: 3 clusters Score -2900171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2900173.250000 Penalty: 4816.773438
	Iteration 43Q: 3 clusters Score -2900173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2900174.000000 Penalty: 4816.773438
	Iteration 44Q: 3 clusters Score -2900174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2900173.250000 Penalty: 4816.773438
	Iteration 45Q: 3 clusters Score -2900173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2900173.000000 Penalty: 4816.773438
	Iteration 46Q: 3 clusters Score -2900173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2900173.500000 Penalty: 4816.773438
	Iteration 47Q: 3 clusters Score -2900174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2900172.750000 Penalty: 4816.773438
	Iteration 48Q: 3 clusters Score -2900173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2900171.250000 Penalty: 4816.773438
	Iteration 49Q: 3 clusters Score -2900171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2900173.750000 Penalty: 4816.773438
	Iteration 50Q: 3 clusters Score -2900174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2900181.750000 Penalty: 4816.773438
	Iteration 51Q: 3 clusters Score -2900182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2900185.250000 Penalty: 4816.773438
	Iteration 52Q: 3 clusters Score -2900185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2900181.750000 Penalty: 4816.773438
	Iteration 53Q: 3 clusters Score -2900182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2900184.500000 Penalty: 4816.773438
	Iteration 54Q: 3 clusters Score -2900184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2900190.750000 Penalty: 4816.773438
	Iteration 55Q: 3 clusters Score -2900191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2900185.750000 Penalty: 4816.773438
	Iteration 56Q: 3 clusters Score -2900186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2900190.750000 Penalty: 4816.773438
	Iteration 57Q: 3 clusters Score -2900191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2900186.750000 Penalty: 4816.773438
	Iteration 58Q: 3 clusters Score -2900187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2900189.250000 Penalty: 4816.773438
	Iteration 59Q: 3 clusters Score -2900189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2900195.250000 Penalty: 4816.773438
	Iteration 60F: 3 clusters Score -2900195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2900195.250000 Penalty: 4816.773438
	Iteration 61Q: 3 clusters Score -2900195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2900200.750000 Penalty: 4816.773438
	Iteration 62Q: 3 clusters Score -2900201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2900206.000000 Penalty: 4816.773438
	Iteration 63Q: 3 clusters Score -2900206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2900205.000000 Penalty: 4816.773438
	Iteration 64Q: 3 clusters Score -2900205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2900199.250000 Penalty: 4816.773438
	Iteration 65Q: 3 clusters Score -2900199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2900196.000000 Penalty: 4816.773438
	Iteration 66Q: 3 clusters Score -2900196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2900196.500000 Penalty: 4816.773438
	Iteration 67Q: 3 clusters Score -2900196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2900194.250000 Penalty: 4816.773438
	Iteration 68Q: 3 clusters Score -2900194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2900195.250000 Penalty: 4816.773438
	Iteration 69Q: 3 clusters Score -2900195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2900197.250000 Penalty: 4816.773438
	Iteration 70Q: 3 clusters Score -2900197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2900199.000000 Penalty: 4816.773438
	Iteration 71Q: 3 clusters Score -2900199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2900201.750000 Penalty: 4816.773438
	Iteration 72Q: 3 clusters Score -2900202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2900206.000000 Penalty: 4816.773438
	Iteration 73Q: 3 clusters Score -2900206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2900208.250000 Penalty: 4816.773438
	Iteration 74Q: 3 clusters Score -2900208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2900205.000000 Penalty: 4816.773438
	Iteration 75Q: 3 clusters Score -2900205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2900204.500000 Penalty: 4816.773438
	Iteration 76Q: 3 clusters Score -2900204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2900211.250000 Penalty: 4816.773438
	Iteration 77Q: 3 clusters Score -2900211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2900208.750000 Penalty: 4816.773438
	Iteration 78Q: 3 clusters Score -2900209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2900214.750000 Penalty: 4816.773438
	Iteration 79Q: 3 clusters Score -2900215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2900217.250000 Penalty: 4816.773438
	Iteration 80F: 3 clusters Score -2900217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2900220.750000 Penalty: 4816.773438
	Iteration 81Q: 3 clusters Score -2900221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2900229.750000 Penalty: 4816.773438
	Iteration 82Q: 3 clusters Score -2900230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2900234.250000 Penalty: 4816.773438
	Iteration 83Q: 3 clusters Score -2900234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2900235.500000 Penalty: 4816.773438
	Iteration 84Q: 3 clusters Score -2900236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2900236.750000 Penalty: 4816.773438
	Iteration 85Q: 3 clusters Score -2900237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2900235.250000 Penalty: 4816.773438
	Iteration 86Q: 3 clusters Score -2900235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2900239.500000 Penalty: 4816.773438
	Iteration 87Q: 3 clusters Score -2900240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2900245.000000 Penalty: 4816.773438
	Iteration 88Q: 3 clusters Score -2900245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2900250.250000 Penalty: 4816.773438
	Iteration 89Q: 3 clusters Score -2900250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2900260.750000 Penalty: 4816.773438
	Iteration 90Q: 3 clusters Score -2900261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2900260.750000 Penalty: 4816.773438
	Iteration 91Q: 3 clusters Score -2900261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2900266.000000 Penalty: 4816.773438
	Iteration 92Q: 3 clusters Score -2900266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2900289.000000 Penalty: 4816.773438
	Iteration 93Q: 3 clusters Score -2900289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2900309.250000 Penalty: 4816.773438
	Iteration 94Q: 3 clusters Score -2900309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2900322.250000 Penalty: 4816.773438
	Iteration 95Q: 3 clusters Score -2900322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2900338.500000 Penalty: 4816.773438
	Iteration 96Q: 3 clusters Score -2900338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2900366.250000 Penalty: 4816.773438
	Iteration 97Q: 3 clusters Score -2900366 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2900415.500000 Penalty: 4816.773438
	Iteration 98Q: 3 clusters Score -2900416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2900429.750000 Penalty: 4816.773438
	Iteration 99Q: 3 clusters Score -2900430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2900446.250000 Penalty: 4816.773438
	Iteration 100F: 3 clusters Score -2900446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2900466.500000 Penalty: 4816.773438
	Iteration 101Q: 3 clusters Score -2900466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2900491.000000 Penalty: 4816.773438
	Iteration 102Q: 3 clusters Score -2900491 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2900511.750000 Penalty: 4816.773438
	Iteration 103Q: 3 clusters Score -2900512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2900522.500000 Penalty: 4816.773438
	Iteration 104Q: 3 clusters Score -2900522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2900532.500000 Penalty: 4816.773438
	Iteration 105Q: 3 clusters Score -2900532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2900543.250000 Penalty: 4816.773438
	Iteration 106Q: 3 clusters Score -2900543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2900553.500000 Penalty: 4816.773438
	Iteration 107Q: 3 clusters Score -2900554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2900560.250000 Penalty: 4816.773438
	Iteration 108Q: 3 clusters Score -2900560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2900565.750000 Penalty: 4816.773438
	Iteration 109Q: 3 clusters Score -2900566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2900569.250000 Penalty: 4816.773438
	Iteration 110Q: 3 clusters Score -2900569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2900571.500000 Penalty: 4816.773438
	Iteration 111Q: 3 clusters Score -2900572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2900574.000000 Penalty: 4816.773438
	Iteration 112Q: 3 clusters Score -2900574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2900577.500000 Penalty: 4816.773438
	Iteration 113Q: 3 clusters Score -2900578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2900581.750000 Penalty: 4816.773438
	Iteration 114Q: 3 clusters Score -2900582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2900584.250000 Penalty: 4816.773438
	Iteration 115Q: 3 clusters Score -2900584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2900595.750000 Penalty: 4816.773438
	Iteration 116Q: 3 clusters Score -2900596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2900597.500000 Penalty: 4816.773438
	Iteration 117Q: 3 clusters Score -2900598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2900599.000000 Penalty: 4816.773438
	Iteration 118Q: 3 clusters Score -2900599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2900597.250000 Penalty: 4816.773438
	Iteration 119Q: 3 clusters Score -2900597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2900598.000000 Penalty: 4816.773438
	Iteration 120F: 3 clusters Score -2900598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2900598.750000 Penalty: 4816.773438
	Iteration 121Q: 3 clusters Score -2900599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2900593.000000 Penalty: 4816.773438
	Iteration 122Q: 3 clusters Score -2900593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2900598.000000 Penalty: 4816.773438
	Iteration 123Q: 3 clusters Score -2900598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2900599.000000 Penalty: 4816.773438
	Iteration 124Q: 3 clusters Score -2900599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2900601.000000 Penalty: 4816.773438
	Iteration 125Q: 3 clusters Score -2900601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2900600.500000 Penalty: 4816.773438
	Iteration 126Q: 3 clusters Score -2900600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2900598.750000 Penalty: 4816.773438
	Iteration 127Q: 3 clusters Score -2900599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2900598.500000 Penalty: 4816.773438
	Iteration 128Q: 3 clusters Score -2900598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2900600.250000 Penalty: 4816.773438
	Iteration 129Q: 3 clusters Score -2900600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2900600.000000 Penalty: 4816.773438
	Iteration 130Q: 3 clusters Score -2900600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2900600.000000 Penalty: 4816.773438
	Iteration 131F: 3 clusters Score -2900600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Entering Unmasked Estep 
Score: -8556178.000000 Penalty: 2670.072021
	Iteration 0F: 2 clusters Score -8556178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -8526259.000000 Penalty: 5340.144043
	Iteration 0F: 3 clusters Score -8526259 nChanged 21776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -8538179.000000 Penalty: 5340.144043
	Iteration 1F: 3 clusters Score -8538179 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -8538619.000000 Penalty: 5340.144043
	Iteration 2Q: 3 clusters Score -8538619 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -8539004.000000 Penalty: 5340.144043
	Iteration 3Q: 3 clusters Score -8539004 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8539327.000000 Penalty: 5340.144043
	Iteration 4Q: 3 clusters Score -8539327 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -8539664.000000 Penalty: 5340.144043
	Iteration 5Q: 3 clusters Score -8539664 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -8540068.000000 Penalty: 5340.144043
	Iteration 6Q: 3 clusters Score -8540068 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -8540369.000000 Penalty: 5340.144043
	Iteration 7Q: 3 clusters Score -8540369 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -8540831.000000 Penalty: 5340.144043
	Iteration 8Q: 3 clusters Score -8540831 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -8541366.000000 Penalty: 5340.144043
	Iteration 9Q: 3 clusters Score -8541366 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -8542086.000000 Penalty: 5340.144043
	Iteration 10Q: 3 clusters Score -8542086 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -8542987.000000 Penalty: 5340.144043
	Iteration 11Q: 3 clusters Score -8542987 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -8544233.000000 Penalty: 5340.144043
	Iteration 12F: 3 clusters Score -8544233 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -8545880.000000 Penalty: 5340.144043
	Iteration 13F: 3 clusters Score -8545880 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8547849.000000 Penalty: 5340.144043
	Iteration 14F: 3 clusters Score -8547849 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -8549952.000000 Penalty: 5340.144043
	Iteration 15F: 3 clusters Score -8549952 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8551559.000000 Penalty: 5340.144043
	Iteration 16Q: 3 clusters Score -8551559 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8552668.000000 Penalty: 5340.144043
	Iteration 17Q: 3 clusters Score -8552668 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -8553289.000000 Penalty: 5340.144043
	Iteration 18Q: 3 clusters Score -8553289 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -8553607.000000 Penalty: 5340.144043
	Iteration 19Q: 3 clusters Score -8553607 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8553721.000000 Penalty: 5340.144043
	Iteration 20F: 3 clusters Score -8553721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -8553776.000000 Penalty: 5340.144043
	Iteration 21Q: 3 clusters Score -8553776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8553817.000000 Penalty: 5340.144043
	Iteration 22Q: 3 clusters Score -8553817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -8553836.000000 Penalty: 5340.144043
	Iteration 23Q: 3 clusters Score -8553836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -8553862.000000 Penalty: 5340.144043
	Iteration 24Q: 3 clusters Score -8553862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -8553890.000000 Penalty: 5340.144043
	Iteration 25Q: 3 clusters Score -8553890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -8553896.000000 Penalty: 5340.144043
	Iteration 26Q: 3 clusters Score -8553896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -8553916.000000 Penalty: 5340.144043
	Iteration 27Q: 3 clusters Score -8553916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8553918.000000 Penalty: 5340.144043
	Iteration 28Q: 3 clusters Score -8553918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -8553924.000000 Penalty: 5340.144043
	Iteration 29Q: 3 clusters Score -8553924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -8553928.000000 Penalty: 5340.144043
	Iteration 30Q: 3 clusters Score -8553928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -8553931.000000 Penalty: 5340.144043
	Iteration 31Q: 3 clusters Score -8553931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -8553931.000000 Penalty: 5340.144043
	Iteration 32F: 3 clusters Score -8553931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -396032.312500 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -396032.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393216.531250 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -393216.5 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -394499.531250 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -394499.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -395414.843750 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -395414.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -395938.156250 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -395938.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -396142.718750 Penalty: 3868.474365
	Iteration 4F: 3 clusters Score -396142.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -396248.375000 Penalty: 3868.474365
	Iteration 5Q: 3 clusters Score -396248.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -396301.531250 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -396301.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -396338.000000 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -396338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -396374.562500 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -396374.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -396404.500000 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -396404.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -396421.062500 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -396421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -396430.687500 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -396430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -396435.375000 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -396435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -396439.156250 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -396439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -396440.187500 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -396440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -396440.312500 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -396440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -396440.937500 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -396440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -396442.000000 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -396442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -396442.437500 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -396442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -396442.437500 Penalty: 3868.474365
	Iteration 19F: 3 clusters Score -396442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16502 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 40126 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 50429 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 47949 members 
Mstep: Class 13 contains 56256 members 
Mstep: Class 14 contains 41299 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 35910 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44815 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39290 members 
Mstep: Class 26 contains 8673 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41826 members 
Mstep: Class 29 contains 41833 members 
Mstep: Class 30 contains 14970 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45449 members 
Mstep: Class 34 contains 43065 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 38194 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43225 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47441 members 
Mstep: Class 45 contains 814 members 
Entering Unmasked Estep 
Score: -196427584.000000 Penalty: 155465.468750
Splitting cluster 5 changes total score from -196428816.000000 to -196427584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Entering Unmasked Estep 
Score: -2891551.750000 Penalty: 2407.151123
	Iteration 0F: 2 clusters Score -2891552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2879841.250000 Penalty: 4814.302246
	Iteration 0F: 3 clusters Score -2879841 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2883523.250000 Penalty: 4814.302246
	Iteration 1F: 3 clusters Score -2883523 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2883947.500000 Penalty: 4814.302246
	Iteration 2F: 3 clusters Score -2883948 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2884350.750000 Penalty: 4814.302246
	Iteration 3F: 3 clusters Score -2884351 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2884762.250000 Penalty: 4814.302246
	Iteration 4Q: 3 clusters Score -2884762 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2885190.250000 Penalty: 4814.302246
	Iteration 5F: 3 clusters Score -2885190 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2885641.500000 Penalty: 4814.302246
	Iteration 6F: 3 clusters Score -2885642 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2886061.000000 Penalty: 4814.302246
	Iteration 7Q: 3 clusters Score -2886061 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2886497.500000 Penalty: 4814.302246
	Iteration 8Q: 3 clusters Score -2886498 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2886941.250000 Penalty: 4814.302246
	Iteration 9Q: 3 clusters Score -2886941 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2887360.250000 Penalty: 4814.302246
	Iteration 10Q: 3 clusters Score -2887360 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2887706.500000 Penalty: 4814.302246
	Iteration 11Q: 3 clusters Score -2887706 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2887997.250000 Penalty: 4814.302246
	Iteration 12Q: 3 clusters Score -2887997 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2888241.500000 Penalty: 4814.302246
	Iteration 13Q: 3 clusters Score -2888242 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2888452.750000 Penalty: 4814.302246
	Iteration 14Q: 3 clusters Score -2888453 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2888629.000000 Penalty: 4814.302246
	Iteration 15Q: 3 clusters Score -2888629 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2888761.500000 Penalty: 4814.302246
	Iteration 16Q: 3 clusters Score -2888762 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2888879.750000 Penalty: 4814.302246
	Iteration 17Q: 3 clusters Score -2888880 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2888967.250000 Penalty: 4814.302246
	Iteration 18Q: 3 clusters Score -2888967 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2889048.000000 Penalty: 4814.302246
	Iteration 19Q: 3 clusters Score -2889048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2889137.000000 Penalty: 4814.302246
	Iteration 20F: 3 clusters Score -2889137 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2889228.500000 Penalty: 4814.302246
	Iteration 21Q: 3 clusters Score -2889228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2889276.250000 Penalty: 4814.302246
	Iteration 22Q: 3 clusters Score -2889276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2889319.000000 Penalty: 4814.302246
	Iteration 23Q: 3 clusters Score -2889319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2889348.500000 Penalty: 4814.302246
	Iteration 24Q: 3 clusters Score -2889348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2889372.750000 Penalty: 4814.302246
	Iteration 25Q: 3 clusters Score -2889373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2889386.000000 Penalty: 4814.302246
	Iteration 26Q: 3 clusters Score -2889386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2889396.500000 Penalty: 4814.302246
	Iteration 27Q: 3 clusters Score -2889396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2889396.250000 Penalty: 4814.302246
	Iteration 28Q: 3 clusters Score -2889396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2889413.250000 Penalty: 4814.302246
	Iteration 29Q: 3 clusters Score -2889413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2889418.250000 Penalty: 4814.302246
	Iteration 30Q: 3 clusters Score -2889418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2889429.250000 Penalty: 4814.302246
	Iteration 31Q: 3 clusters Score -2889429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2889436.500000 Penalty: 4814.302246
	Iteration 32Q: 3 clusters Score -2889436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2889443.000000 Penalty: 4814.302246
	Iteration 33Q: 3 clusters Score -2889443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2889454.000000 Penalty: 4814.302246
	Iteration 34Q: 3 clusters Score -2889454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2889458.000000 Penalty: 4814.302246
	Iteration 35Q: 3 clusters Score -2889458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2889468.000000 Penalty: 4814.302246
	Iteration 36Q: 3 clusters Score -2889468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2889470.000000 Penalty: 4814.302246
	Iteration 37Q: 3 clusters Score -2889470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2889470.500000 Penalty: 4814.302246
	Iteration 38Q: 3 clusters Score -2889470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2889474.500000 Penalty: 4814.302246
	Iteration 39Q: 3 clusters Score -2889474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2889472.250000 Penalty: 4814.302246
	Iteration 40F: 3 clusters Score -2889472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2889475.500000 Penalty: 4814.302246
	Iteration 41Q: 3 clusters Score -2889476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2889479.250000 Penalty: 4814.302246
	Iteration 42Q: 3 clusters Score -2889479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2889478.750000 Penalty: 4814.302246
	Iteration 43Q: 3 clusters Score -2889479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2889487.000000 Penalty: 4814.302246
	Iteration 44Q: 3 clusters Score -2889487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2889492.000000 Penalty: 4814.302246
	Iteration 45Q: 3 clusters Score -2889492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2889497.000000 Penalty: 4814.302246
	Iteration 46Q: 3 clusters Score -2889497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2889502.250000 Penalty: 4814.302246
	Iteration 47Q: 3 clusters Score -2889502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2889501.500000 Penalty: 4814.302246
	Iteration 48Q: 3 clusters Score -2889502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2889498.500000 Penalty: 4814.302246
	Iteration 49Q: 3 clusters Score -2889498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2889501.250000 Penalty: 4814.302246
	Iteration 50Q: 3 clusters Score -2889501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2889505.750000 Penalty: 4814.302246
	Iteration 51Q: 3 clusters Score -2889506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2889506.500000 Penalty: 4814.302246
	Iteration 52Q: 3 clusters Score -2889506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2889509.750000 Penalty: 4814.302246
	Iteration 53Q: 3 clusters Score -2889510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2889509.000000 Penalty: 4814.302246
	Iteration 54Q: 3 clusters Score -2889509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2889510.750000 Penalty: 4814.302246
	Iteration 55Q: 3 clusters Score -2889511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2889510.750000 Penalty: 4814.302246
	Iteration 56F: 3 clusters Score -2889511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Entering Unmasked Estep 
Score: -1117519.000000 Penalty: 2176.451172
	Iteration 0F: 2 clusters Score -1117519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1112067.000000 Penalty: 4352.902344
	Iteration 0F: 3 clusters Score -1112067 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1113590.000000 Penalty: 4352.902344
	Iteration 1F: 3 clusters Score -1113590 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1114010.000000 Penalty: 4352.902344
	Iteration 2F: 3 clusters Score -1114010 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1114394.500000 Penalty: 4352.902344
	Iteration 3F: 3 clusters Score -1114394 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1114817.375000 Penalty: 4352.902344
	Iteration 4F: 3 clusters Score -1114817 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1115319.625000 Penalty: 4352.902344
	Iteration 5F: 3 clusters Score -1115320 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1115836.250000 Penalty: 4352.902344
	Iteration 6F: 3 clusters Score -1115836 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1116313.750000 Penalty: 4352.902344
	Iteration 7F: 3 clusters Score -1116314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1116747.625000 Penalty: 4352.902344
	Iteration 8F: 3 clusters Score -1116748 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1116985.750000 Penalty: 4352.902344
	Iteration 9Q: 3 clusters Score -1116986 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1117094.000000 Penalty: 4352.902344
	Iteration 10Q: 3 clusters Score -1117094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1117139.375000 Penalty: 4352.902344
	Iteration 11Q: 3 clusters Score -1117139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1117167.000000 Penalty: 4352.902344
	Iteration 12Q: 3 clusters Score -1117167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1117181.125000 Penalty: 4352.902344
	Iteration 13Q: 3 clusters Score -1117181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1117196.875000 Penalty: 4352.902344
	Iteration 14Q: 3 clusters Score -1117197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1117204.375000 Penalty: 4352.902344
	Iteration 15Q: 3 clusters Score -1117204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1117212.375000 Penalty: 4352.902344
	Iteration 16Q: 3 clusters Score -1117212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1117214.750000 Penalty: 4352.902344
	Iteration 17Q: 3 clusters Score -1117215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1117219.375000 Penalty: 4352.902344
	Iteration 18Q: 3 clusters Score -1117219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1117221.125000 Penalty: 4352.902344
	Iteration 19Q: 3 clusters Score -1117221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1117222.500000 Penalty: 4352.902344
	Iteration 20F: 3 clusters Score -1117222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1117220.875000 Penalty: 4352.902344
	Iteration 21Q: 3 clusters Score -1117221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1117222.375000 Penalty: 4352.902344
	Iteration 22Q: 3 clusters Score -1117222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1117224.875000 Penalty: 4352.902344
	Iteration 23Q: 3 clusters Score -1117225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1117224.875000 Penalty: 4352.902344
	Iteration 24Q: 3 clusters Score -1117225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1117222.625000 Penalty: 4352.902344
	Iteration 25Q: 3 clusters Score -1117223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1117224.250000 Penalty: 4352.902344
	Iteration 26Q: 3 clusters Score -1117224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1117224.625000 Penalty: 4352.902344
	Iteration 27Q: 3 clusters Score -1117225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1117224.625000 Penalty: 4352.902344
	Iteration 28F: 3 clusters Score -1117225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Entering Unmasked Estep 
Score: -7169915.000000 Penalty: 2628.745361
	Iteration 0F: 2 clusters Score -7169915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -7142828.500000 Penalty: 5257.490723
	Iteration 0F: 3 clusters Score -7142828 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -7152919.500000 Penalty: 5257.490723
	Iteration 1F: 3 clusters Score -7152920 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -7153486.500000 Penalty: 5257.490723
	Iteration 2Q: 3 clusters Score -7153486 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -7154110.500000 Penalty: 5257.490723
	Iteration 3Q: 3 clusters Score -7154110 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -7154832.000000 Penalty: 5257.490723
	Iteration 4Q: 3 clusters Score -7154832 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -7155812.000000 Penalty: 5257.490723
	Iteration 5F: 3 clusters Score -7155812 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -7157172.000000 Penalty: 5257.490723
	Iteration 6F: 3 clusters Score -7157172 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -7158947.500000 Penalty: 5257.490723
	Iteration 7F: 3 clusters Score -7158948 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -7161242.500000 Penalty: 5257.490723
	Iteration 8F: 3 clusters Score -7161242 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -7163665.000000 Penalty: 5257.490723
	Iteration 9F: 3 clusters Score -7163665 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7165567.000000 Penalty: 5257.490723
	Iteration 10F: 3 clusters Score -7165567 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7166636.000000 Penalty: 5257.490723
	Iteration 11Q: 3 clusters Score -7166636 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7167177.000000 Penalty: 5257.490723
	Iteration 12Q: 3 clusters Score -7167177 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7167421.000000 Penalty: 5257.490723
	Iteration 13Q: 3 clusters Score -7167421 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7167533.500000 Penalty: 5257.490723
	Iteration 14Q: 3 clusters Score -7167534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7167614.500000 Penalty: 5257.490723
	Iteration 15Q: 3 clusters Score -7167614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7167681.500000 Penalty: 5257.490723
	Iteration 16Q: 3 clusters Score -7167682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7167700.000000 Penalty: 5257.490723
	Iteration 17Q: 3 clusters Score -7167700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7167721.500000 Penalty: 5257.490723
	Iteration 18Q: 3 clusters Score -7167722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7167742.500000 Penalty: 5257.490723
	Iteration 19Q: 3 clusters Score -7167742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7167750.000000 Penalty: 5257.490723
	Iteration 20F: 3 clusters Score -7167750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7167751.500000 Penalty: 5257.490723
	Iteration 21Q: 3 clusters Score -7167752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7167762.000000 Penalty: 5257.490723
	Iteration 22Q: 3 clusters Score -7167762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7167755.500000 Penalty: 5257.490723
	Iteration 23Q: 3 clusters Score -7167756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7167766.000000 Penalty: 5257.490723
	Iteration 24Q: 3 clusters Score -7167766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7167768.000000 Penalty: 5257.490723
	Iteration 25Q: 3 clusters Score -7167768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7167768.000000 Penalty: 5257.490723
	Iteration 26F: 3 clusters Score -7167768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Entering Unmasked Estep 
Score: -8626138.000000 Penalty: 2677.595215
	Iteration 0F: 2 clusters Score -8626138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -8594665.000000 Penalty: 5355.190430
	Iteration 0F: 3 clusters Score -8594665 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8607026.000000 Penalty: 5355.190430
	Iteration 1F: 3 clusters Score -8607026 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -8607435.000000 Penalty: 5355.190430
	Iteration 2Q: 3 clusters Score -8607435 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -8607897.000000 Penalty: 5355.190430
	Iteration 3Q: 3 clusters Score -8607897 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -8608441.000000 Penalty: 5355.190430
	Iteration 4Q: 3 clusters Score -8608441 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -8609203.000000 Penalty: 5355.190430
	Iteration 5Q: 3 clusters Score -8609203 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -8610216.000000 Penalty: 5355.190430
	Iteration 6Q: 3 clusters Score -8610216 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -8611894.000000 Penalty: 5355.190430
	Iteration 7F: 3 clusters Score -8611894 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -8614300.000000 Penalty: 5355.190430
	Iteration 8F: 3 clusters Score -8614300 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -8617427.000000 Penalty: 5355.190430
	Iteration 9F: 3 clusters Score -8617427 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -8620646.000000 Penalty: 5355.190430
	Iteration 10F: 3 clusters Score -8620646 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -8622757.000000 Penalty: 5355.190430
	Iteration 11Q: 3 clusters Score -8622757 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -8623707.000000 Penalty: 5355.190430
	Iteration 12Q: 3 clusters Score -8623707 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8624144.000000 Penalty: 5355.190430
	Iteration 13Q: 3 clusters Score -8624144 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8624351.000000 Penalty: 5355.190430
	Iteration 14Q: 3 clusters Score -8624351 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8624422.000000 Penalty: 5355.190430
	Iteration 15Q: 3 clusters Score -8624422 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8624429.000000 Penalty: 5355.190430
	Iteration 16Q: 3 clusters Score -8624429 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8624434.000000 Penalty: 5355.190430
	Iteration 17Q: 3 clusters Score -8624434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8624448.000000 Penalty: 5355.190430
	Iteration 18Q: 3 clusters Score -8624448 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8624430.000000 Penalty: 5355.190430
	Iteration 19Q: 3 clusters Score -8624430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8624413.000000 Penalty: 5355.190430
	Iteration 20F: 3 clusters Score -8624413 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8624392.000000 Penalty: 5355.190430
	Iteration 21Q: 3 clusters Score -8624392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8624371.000000 Penalty: 5355.190430
	Iteration 22Q: 3 clusters Score -8624371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8624371.000000 Penalty: 5355.190430
	Iteration 23Q: 3 clusters Score -8624371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8624356.000000 Penalty: 5355.190430
	Iteration 24Q: 3 clusters Score -8624356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8624349.000000 Penalty: 5355.190430
	Iteration 25Q: 3 clusters Score -8624349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8624359.000000 Penalty: 5355.190430
	Iteration 26Q: 3 clusters Score -8624359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8624348.000000 Penalty: 5355.190430
	Iteration 27Q: 3 clusters Score -8624348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8624341.000000 Penalty: 5355.190430
	Iteration 28Q: 3 clusters Score -8624341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8624345.000000 Penalty: 5355.190430
	Iteration 29Q: 3 clusters Score -8624345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8624340.000000 Penalty: 5355.190430
	Iteration 30Q: 3 clusters Score -8624340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8624338.000000 Penalty: 5355.190430
	Iteration 31Q: 3 clusters Score -8624338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8624338.000000 Penalty: 5355.190430
	Iteration 32Q: 3 clusters Score -8624338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8624342.000000 Penalty: 5355.190430
	Iteration 33Q: 3 clusters Score -8624342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8624334.000000 Penalty: 5355.190430
	Iteration 34Q: 3 clusters Score -8624334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8624338.000000 Penalty: 5355.190430
	Iteration 35Q: 3 clusters Score -8624338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8624344.000000 Penalty: 5355.190430
	Iteration 36Q: 3 clusters Score -8624344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8624337.000000 Penalty: 5355.190430
	Iteration 37Q: 3 clusters Score -8624337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8624326.000000 Penalty: 5355.190430
	Iteration 38Q: 3 clusters Score -8624326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8624323.000000 Penalty: 5355.190430
	Iteration 39Q: 3 clusters Score -8624323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8624316.000000 Penalty: 5355.190430
	Iteration 40F: 3 clusters Score -8624316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8624323.000000 Penalty: 5355.190430
	Iteration 41Q: 3 clusters Score -8624323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8624307.000000 Penalty: 5355.190430
	Iteration 42Q: 3 clusters Score -8624307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8624310.000000 Penalty: 5355.190430
	Iteration 43Q: 3 clusters Score -8624310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8624317.000000 Penalty: 5355.190430
	Iteration 44Q: 3 clusters Score -8624317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8624316.000000 Penalty: 5355.190430
	Iteration 45Q: 3 clusters Score -8624316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8624314.000000 Penalty: 5355.190430
	Iteration 46Q: 3 clusters Score -8624314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8624311.000000 Penalty: 5355.190430
	Iteration 47Q: 3 clusters Score -8624311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8624317.000000 Penalty: 5355.190430
	Iteration 48Q: 3 clusters Score -8624317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8624319.000000 Penalty: 5355.190430
	Iteration 49Q: 3 clusters Score -8624319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8624320.000000 Penalty: 5355.190430
	Iteration 50Q: 3 clusters Score -8624320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8624312.000000 Penalty: 5355.190430
	Iteration 51Q: 3 clusters Score -8624312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8624320.000000 Penalty: 5355.190430
	Iteration 52Q: 3 clusters Score -8624320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8624321.000000 Penalty: 5355.190430
	Iteration 53Q: 3 clusters Score -8624321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8624313.000000 Penalty: 5355.190430
	Iteration 54Q: 3 clusters Score -8624313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8624313.000000 Penalty: 5355.190430
	Iteration 55F: 3 clusters Score -8624313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Entering Unmasked Estep 
Score: -9035886.000000 Penalty: 2685.423828
	Iteration 0F: 2 clusters Score -9035886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -9004898.000000 Penalty: 5370.847656
	Iteration 0F: 3 clusters Score -9004898 nChanged 23289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9017537.000000 Penalty: 5370.847656
	Iteration 1F: 3 clusters Score -9017537 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9017887.000000 Penalty: 5370.847656
	Iteration 2Q: 3 clusters Score -9017887 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -9018271.000000 Penalty: 5370.847656
	Iteration 3Q: 3 clusters Score -9018271 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -9018635.000000 Penalty: 5370.847656
	Iteration 4Q: 3 clusters Score -9018635 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -9018972.000000 Penalty: 5370.847656
	Iteration 5Q: 3 clusters Score -9018972 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -9019549.000000 Penalty: 5370.847656
	Iteration 6Q: 3 clusters Score -9019549 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -9020282.000000 Penalty: 5370.847656
	Iteration 7Q: 3 clusters Score -9020282 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -9021350.000000 Penalty: 5370.847656
	Iteration 8Q: 3 clusters Score -9021350 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -9023069.000000 Penalty: 5370.847656
	Iteration 9F: 3 clusters Score -9023069 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -9025664.000000 Penalty: 5370.847656
	Iteration 10F: 3 clusters Score -9025664 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -9028624.000000 Penalty: 5370.847656
	Iteration 11F: 3 clusters Score -9028624 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -9030995.000000 Penalty: 5370.847656
	Iteration 12F: 3 clusters Score -9030995 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9032312.000000 Penalty: 5370.847656
	Iteration 13Q: 3 clusters Score -9032312 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -9032889.000000 Penalty: 5370.847656
	Iteration 14Q: 3 clusters Score -9032889 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -9033236.000000 Penalty: 5370.847656
	Iteration 15Q: 3 clusters Score -9033236 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -9033383.000000 Penalty: 5370.847656
	Iteration 16Q: 3 clusters Score -9033383 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9033497.000000 Penalty: 5370.847656
	Iteration 17Q: 3 clusters Score -9033497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -9033554.000000 Penalty: 5370.847656
	Iteration 18Q: 3 clusters Score -9033554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -9033569.000000 Penalty: 5370.847656
	Iteration 19Q: 3 clusters Score -9033569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -9033594.000000 Penalty: 5370.847656
	Iteration 20F: 3 clusters Score -9033594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -9033637.000000 Penalty: 5370.847656
	Iteration 21Q: 3 clusters Score -9033637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -9033654.000000 Penalty: 5370.847656
	Iteration 22Q: 3 clusters Score -9033654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -9033651.000000 Penalty: 5370.847656
	Iteration 23Q: 3 clusters Score -9033651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -9033668.000000 Penalty: 5370.847656
	Iteration 24Q: 3 clusters Score -9033668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9033672.000000 Penalty: 5370.847656
	Iteration 25Q: 3 clusters Score -9033672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -9033665.000000 Penalty: 5370.847656
	Iteration 26Q: 3 clusters Score -9033665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -9033667.000000 Penalty: 5370.847656
	Iteration 27Q: 3 clusters Score -9033667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -9033658.000000 Penalty: 5370.847656
	Iteration 28Q: 3 clusters Score -9033658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -9033658.000000 Penalty: 5370.847656
	Iteration 29F: 3 clusters Score -9033658 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: -893229.375000 Penalty: 2109.069092
	Iteration 0F: 2 clusters Score -893229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -888789.437500 Penalty: 4218.138184
	Iteration 0F: 3 clusters Score -888789.4 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -889757.687500 Penalty: 4218.138184
	Iteration 1F: 3 clusters Score -889757.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -889947.562500 Penalty: 4218.138184
	Iteration 2F: 3 clusters Score -889947.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -890047.187500 Penalty: 4218.138184
	Iteration 3Q: 3 clusters Score -890047.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -890117.687500 Penalty: 4218.138184
	Iteration 4Q: 3 clusters Score -890117.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -890159.500000 Penalty: 4218.138184
	Iteration 5Q: 3 clusters Score -890159.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -890183.125000 Penalty: 4218.138184
	Iteration 6Q: 3 clusters Score -890183.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -890207.062500 Penalty: 4218.138184
	Iteration 7Q: 3 clusters Score -890207.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -890226.687500 Penalty: 4218.138184
	Iteration 8Q: 3 clusters Score -890226.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -890240.500000 Penalty: 4218.138184
	Iteration 9Q: 3 clusters Score -890240.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -890257.250000 Penalty: 4218.138184
	Iteration 10Q: 3 clusters Score -890257.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -890271.937500 Penalty: 4218.138184
	Iteration 11Q: 3 clusters Score -890271.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -890286.500000 Penalty: 4218.138184
	Iteration 12Q: 3 clusters Score -890286.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -890298.250000 Penalty: 4218.138184
	Iteration 13Q: 3 clusters Score -890298.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -890307.750000 Penalty: 4218.138184
	Iteration 14Q: 3 clusters Score -890307.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -890316.500000 Penalty: 4218.138184
	Iteration 15Q: 3 clusters Score -890316.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -890324.000000 Penalty: 4218.138184
	Iteration 16Q: 3 clusters Score -890324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -890330.375000 Penalty: 4218.138184
	Iteration 17Q: 3 clusters Score -890330.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -890336.500000 Penalty: 4218.138184
	Iteration 18Q: 3 clusters Score -890336.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -890339.625000 Penalty: 4218.138184
	Iteration 19Q: 3 clusters Score -890339.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -890346.312500 Penalty: 4218.138184
	Iteration 20F: 3 clusters Score -890346.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -890351.562500 Penalty: 4218.138184
	Iteration 21Q: 3 clusters Score -890351.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -890353.687500 Penalty: 4218.138184
	Iteration 22Q: 3 clusters Score -890353.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -890358.875000 Penalty: 4218.138184
	Iteration 23Q: 3 clusters Score -890358.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -890362.812500 Penalty: 4218.138184
	Iteration 24Q: 3 clusters Score -890362.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -890365.687500 Penalty: 4218.138184
	Iteration 25Q: 3 clusters Score -890365.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -890372.562500 Penalty: 4218.138184
	Iteration 26Q: 3 clusters Score -890372.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -890373.750000 Penalty: 4218.138184
	Iteration 27Q: 3 clusters Score -890373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -890375.875000 Penalty: 4218.138184
	Iteration 28Q: 3 clusters Score -890375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -890380.125000 Penalty: 4218.138184
	Iteration 29Q: 3 clusters Score -890380.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -890383.812500 Penalty: 4218.138184
	Iteration 30Q: 3 clusters Score -890383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -890384.000000 Penalty: 4218.138184
	Iteration 31Q: 3 clusters Score -890384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -890387.625000 Penalty: 4218.138184
	Iteration 32Q: 3 clusters Score -890387.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -890389.625000 Penalty: 4218.138184
	Iteration 33Q: 3 clusters Score -890389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -890388.937500 Penalty: 4218.138184
	Iteration 34Q: 3 clusters Score -890388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -890392.687500 Penalty: 4218.138184
	Iteration 35Q: 3 clusters Score -890392.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -890394.125000 Penalty: 4218.138184
	Iteration 36Q: 3 clusters Score -890394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -890396.312500 Penalty: 4218.138184
	Iteration 37Q: 3 clusters Score -890396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -890396.312500 Penalty: 4218.138184
	Iteration 38Q: 3 clusters Score -890396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -890396.125000 Penalty: 4218.138184
	Iteration 39Q: 3 clusters Score -890396.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -890396.937500 Penalty: 4218.138184
	Iteration 40F: 3 clusters Score -890396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -890400.125000 Penalty: 4218.138184
	Iteration 41Q: 3 clusters Score -890400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -890401.562500 Penalty: 4218.138184
	Iteration 42Q: 3 clusters Score -890401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -890403.187500 Penalty: 4218.138184
	Iteration 43Q: 3 clusters Score -890403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -890408.625000 Penalty: 4218.138184
	Iteration 44Q: 3 clusters Score -890408.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -890413.000000 Penalty: 4218.138184
	Iteration 45Q: 3 clusters Score -890413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -890418.875000 Penalty: 4218.138184
	Iteration 46Q: 3 clusters Score -890418.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -890422.812500 Penalty: 4218.138184
	Iteration 47Q: 3 clusters Score -890422.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -890431.750000 Penalty: 4218.138184
	Iteration 48Q: 3 clusters Score -890431.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -890436.875000 Penalty: 4218.138184
	Iteration 49Q: 3 clusters Score -890436.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -890444.000000 Penalty: 4218.138184
	Iteration 50Q: 3 clusters Score -890444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -890449.375000 Penalty: 4218.138184
	Iteration 51Q: 3 clusters Score -890449.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -890460.312500 Penalty: 4218.138184
	Iteration 52Q: 3 clusters Score -890460.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -890472.562500 Penalty: 4218.138184
	Iteration 53Q: 3 clusters Score -890472.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -890490.562500 Penalty: 4218.138184
	Iteration 54Q: 3 clusters Score -890490.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -890505.312500 Penalty: 4218.138184
	Iteration 55Q: 3 clusters Score -890505.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -890520.437500 Penalty: 4218.138184
	Iteration 56Q: 3 clusters Score -890520.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -890535.750000 Penalty: 4218.138184
	Iteration 57Q: 3 clusters Score -890535.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -890546.125000 Penalty: 4218.138184
	Iteration 58Q: 3 clusters Score -890546.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -890566.750000 Penalty: 4218.138184
	Iteration 59Q: 3 clusters Score -890566.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -890589.125000 Penalty: 4218.138184
	Iteration 60F: 3 clusters Score -890589.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -890609.812500 Penalty: 4218.138184
	Iteration 61Q: 3 clusters Score -890609.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -890629.937500 Penalty: 4218.138184
	Iteration 62Q: 3 clusters Score -890629.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -890649.000000 Penalty: 4218.138184
	Iteration 63Q: 3 clusters Score -890649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -890670.250000 Penalty: 4218.138184
	Iteration 64Q: 3 clusters Score -890670.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -890696.500000 Penalty: 4218.138184
	Iteration 65Q: 3 clusters Score -890696.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -890738.375000 Penalty: 4218.138184
	Iteration 66Q: 3 clusters Score -890738.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -890783.937500 Penalty: 4218.138184
	Iteration 67Q: 3 clusters Score -890783.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -890838.250000 Penalty: 4218.138184
	Iteration 68Q: 3 clusters Score -890838.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -890880.750000 Penalty: 4218.138184
	Iteration 69Q: 3 clusters Score -890880.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -890928.062500 Penalty: 4218.138184
	Iteration 70Q: 3 clusters Score -890928.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -890967.687500 Penalty: 4218.138184
	Iteration 71Q: 3 clusters Score -890967.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -891001.812500 Penalty: 4218.138184
	Iteration 72Q: 3 clusters Score -891001.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -891041.062500 Penalty: 4218.138184
	Iteration 73Q: 3 clusters Score -891041.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -891081.125000 Penalty: 4218.138184
	Iteration 74Q: 3 clusters Score -891081.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -891119.437500 Penalty: 4218.138184
	Iteration 75Q: 3 clusters Score -891119.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -891161.937500 Penalty: 4218.138184
	Iteration 76Q: 3 clusters Score -891161.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -891206.187500 Penalty: 4218.138184
	Iteration 77Q: 3 clusters Score -891206.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -891241.937500 Penalty: 4218.138184
	Iteration 78Q: 3 clusters Score -891241.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -891265.000000 Penalty: 4218.138184
	Iteration 79Q: 3 clusters Score -891265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -891284.937500 Penalty: 4218.138184
	Iteration 80F: 3 clusters Score -891284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -891298.562500 Penalty: 4218.138184
	Iteration 81Q: 3 clusters Score -891298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -891314.437500 Penalty: 4218.138184
	Iteration 82Q: 3 clusters Score -891314.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -891328.375000 Penalty: 4218.138184
	Iteration 83Q: 3 clusters Score -891328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -891341.937500 Penalty: 4218.138184
	Iteration 84Q: 3 clusters Score -891341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -891350.500000 Penalty: 4218.138184
	Iteration 85Q: 3 clusters Score -891350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -891362.187500 Penalty: 4218.138184
	Iteration 86Q: 3 clusters Score -891362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -891373.750000 Penalty: 4218.138184
	Iteration 87Q: 3 clusters Score -891373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -891382.562500 Penalty: 4218.138184
	Iteration 88Q: 3 clusters Score -891382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -891391.750000 Penalty: 4218.138184
	Iteration 89Q: 3 clusters Score -891391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -891400.437500 Penalty: 4218.138184
	Iteration 90Q: 3 clusters Score -891400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -891403.625000 Penalty: 4218.138184
	Iteration 91Q: 3 clusters Score -891403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -891406.187500 Penalty: 4218.138184
	Iteration 92Q: 3 clusters Score -891406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -891408.062500 Penalty: 4218.138184
	Iteration 93Q: 3 clusters Score -891408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -891411.250000 Penalty: 4218.138184
	Iteration 94Q: 3 clusters Score -891411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -891411.250000 Penalty: 4218.138184
	Iteration 95F: 3 clusters Score -891411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Entering Unmasked Estep 
Score: -8586408.000000 Penalty: 2672.917480
	Iteration 0F: 2 clusters Score -8586408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -8555132.000000 Penalty: 5345.834961
	Iteration 0F: 3 clusters Score -8555132 nChanged 22209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -8567557.000000 Penalty: 5345.834961
	Iteration 1F: 3 clusters Score -8567557 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -8568236.000000 Penalty: 5345.834961
	Iteration 2Q: 3 clusters Score -8568236 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -8568966.000000 Penalty: 5345.834961
	Iteration 3Q: 3 clusters Score -8568966 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -8569811.000000 Penalty: 5345.834961
	Iteration 4Q: 3 clusters Score -8569811 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -8570829.000000 Penalty: 5345.834961
	Iteration 5Q: 3 clusters Score -8570829 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -8571975.000000 Penalty: 5345.834961
	Iteration 6F: 3 clusters Score -8571975 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -8573204.000000 Penalty: 5345.834961
	Iteration 7F: 3 clusters Score -8573204 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -8574576.000000 Penalty: 5345.834961
	Iteration 8F: 3 clusters Score -8574576 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -8576095.000000 Penalty: 5345.834961
	Iteration 9F: 3 clusters Score -8576095 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -8577776.000000 Penalty: 5345.834961
	Iteration 10F: 3 clusters Score -8577776 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -8579520.000000 Penalty: 5345.834961
	Iteration 11F: 3 clusters Score -8579520 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8581062.000000 Penalty: 5345.834961
	Iteration 12Q: 3 clusters Score -8581062 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8582275.000000 Penalty: 5345.834961
	Iteration 13Q: 3 clusters Score -8582275 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8583098.000000 Penalty: 5345.834961
	Iteration 14Q: 3 clusters Score -8583098 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -8583708.000000 Penalty: 5345.834961
	Iteration 15Q: 3 clusters Score -8583708 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8584067.000000 Penalty: 5345.834961
	Iteration 16Q: 3 clusters Score -8584067 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -8584329.000000 Penalty: 5345.834961
	Iteration 17Q: 3 clusters Score -8584329 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8584460.000000 Penalty: 5345.834961
	Iteration 18Q: 3 clusters Score -8584460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8584525.000000 Penalty: 5345.834961
	Iteration 19Q: 3 clusters Score -8584525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -8584567.000000 Penalty: 5345.834961
	Iteration 20F: 3 clusters Score -8584567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -8584576.000000 Penalty: 5345.834961
	Iteration 21Q: 3 clusters Score -8584576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -8584589.000000 Penalty: 5345.834961
	Iteration 22Q: 3 clusters Score -8584589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -8584625.000000 Penalty: 5345.834961
	Iteration 23Q: 3 clusters Score -8584625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -8584645.000000 Penalty: 5345.834961
	Iteration 24Q: 3 clusters Score -8584645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -8584642.000000 Penalty: 5345.834961
	Iteration 25Q: 3 clusters Score -8584642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -8584658.000000 Penalty: 5345.834961
	Iteration 26Q: 3 clusters Score -8584658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -8584658.000000 Penalty: 5345.834961
	Iteration 27Q: 3 clusters Score -8584658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8584666.000000 Penalty: 5345.834961
	Iteration 28Q: 3 clusters Score -8584666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -8584665.000000 Penalty: 5345.834961
	Iteration 29Q: 3 clusters Score -8584665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -8584673.000000 Penalty: 5345.834961
	Iteration 30Q: 3 clusters Score -8584673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -8584668.000000 Penalty: 5345.834961
	Iteration 31Q: 3 clusters Score -8584668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -8584666.000000 Penalty: 5345.834961
	Iteration 32Q: 3 clusters Score -8584666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -8584673.000000 Penalty: 5345.834961
	Iteration 33Q: 3 clusters Score -8584673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -8584674.000000 Penalty: 5345.834961
	Iteration 34Q: 3 clusters Score -8584674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -8584671.000000 Penalty: 5345.834961
	Iteration 35Q: 3 clusters Score -8584671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8584670.000000 Penalty: 5345.834961
	Iteration 36Q: 3 clusters Score -8584670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8584658.000000 Penalty: 5345.834961
	Iteration 37Q: 3 clusters Score -8584658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -8584677.000000 Penalty: 5345.834961
	Iteration 38Q: 3 clusters Score -8584677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -8584677.000000 Penalty: 5345.834961
	Iteration 39F: 3 clusters Score -8584677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Entering Unmasked Estep 
Score: -10128168.000000 Penalty: 2712.541504
	Iteration 0F: 2 clusters Score -1.012817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -10097440.000000 Penalty: 5425.083008
	Iteration 0F: 3 clusters Score -1.009744e+07 nChanged 26159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -10112180.000000 Penalty: 5425.083008
	Iteration 1F: 3 clusters Score -1.011218e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -10112897.000000 Penalty: 5425.083008
	Iteration 2Q: 3 clusters Score -1.01129e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -10113706.000000 Penalty: 5425.083008
	Iteration 3Q: 3 clusters Score -1.011371e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -10114920.000000 Penalty: 5425.083008
	Iteration 4Q: 3 clusters Score -1.011492e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -10116507.000000 Penalty: 5425.083008
	Iteration 5Q: 3 clusters Score -1.011651e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -10118682.000000 Penalty: 5425.083008
	Iteration 6F: 3 clusters Score -1.011868e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -10121210.000000 Penalty: 5425.083008
	Iteration 7F: 3 clusters Score -1.012121e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -10123211.000000 Penalty: 5425.083008
	Iteration 8F: 3 clusters Score -1.012321e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -10124595.000000 Penalty: 5425.083008
	Iteration 9F: 3 clusters Score -1.01246e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -10125233.000000 Penalty: 5425.083008
	Iteration 10Q: 3 clusters Score -1.012523e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -10125796.000000 Penalty: 5425.083008
	Iteration 11Q: 3 clusters Score -1.01258e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -10126086.000000 Penalty: 5425.083008
	Iteration 12Q: 3 clusters Score -1.012609e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -10126214.000000 Penalty: 5425.083008
	Iteration 13Q: 3 clusters Score -1.012621e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -10126313.000000 Penalty: 5425.083008
	Iteration 14Q: 3 clusters Score -1.012631e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -10126388.000000 Penalty: 5425.083008
	Iteration 15Q: 3 clusters Score -1.012639e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -10126414.000000 Penalty: 5425.083008
	Iteration 16Q: 3 clusters Score -1.012641e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -10126468.000000 Penalty: 5425.083008
	Iteration 17Q: 3 clusters Score -1.012647e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -10126471.000000 Penalty: 5425.083008
	Iteration 18Q: 3 clusters Score -1.012647e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -10126514.000000 Penalty: 5425.083008
	Iteration 19Q: 3 clusters Score -1.012651e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -10126542.000000 Penalty: 5425.083008
	Iteration 20F: 3 clusters Score -1.012654e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -10126563.000000 Penalty: 5425.083008
	Iteration 21Q: 3 clusters Score -1.012656e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -10126592.000000 Penalty: 5425.083008
	Iteration 22Q: 3 clusters Score -1.012659e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -10126600.000000 Penalty: 5425.083008
	Iteration 23Q: 3 clusters Score -1.01266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -10126622.000000 Penalty: 5425.083008
	Iteration 24Q: 3 clusters Score -1.012662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -10126637.000000 Penalty: 5425.083008
	Iteration 25Q: 3 clusters Score -1.012664e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -10126644.000000 Penalty: 5425.083008
	Iteration 26Q: 3 clusters Score -1.012664e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -10126665.000000 Penalty: 5425.083008
	Iteration 27Q: 3 clusters Score -1.012666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -10126664.000000 Penalty: 5425.083008
	Iteration 28Q: 3 clusters Score -1.012666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -10126669.000000 Penalty: 5425.083008
	Iteration 29Q: 3 clusters Score -1.012667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -10126657.000000 Penalty: 5425.083008
	Iteration 30Q: 3 clusters Score -1.012666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -10126660.000000 Penalty: 5425.083008
	Iteration 31Q: 3 clusters Score -1.012666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -10126657.000000 Penalty: 5425.083008
	Iteration 32Q: 3 clusters Score -1.012666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -10126669.000000 Penalty: 5425.083008
	Iteration 33Q: 3 clusters Score -1.012667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -10126685.000000 Penalty: 5425.083008
	Iteration 34Q: 3 clusters Score -1.012668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -10126687.000000 Penalty: 5425.083008
	Iteration 35Q: 3 clusters Score -1.012669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -10126683.000000 Penalty: 5425.083008
	Iteration 36Q: 3 clusters Score -1.012668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -10126689.000000 Penalty: 5425.083008
	Iteration 37Q: 3 clusters Score -1.012669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -10126703.000000 Penalty: 5425.083008
	Iteration 38Q: 3 clusters Score -1.01267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -10126690.000000 Penalty: 5425.083008
	Iteration 39Q: 3 clusters Score -1.012669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -10126695.000000 Penalty: 5425.083008
	Iteration 40F: 3 clusters Score -1.01267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -10126699.000000 Penalty: 5425.083008
	Iteration 41Q: 3 clusters Score -1.01267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -10126705.000000 Penalty: 5425.083008
	Iteration 42Q: 3 clusters Score -1.01267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -10126707.000000 Penalty: 5425.083008
	Iteration 43Q: 3 clusters Score -1.012671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -10126709.000000 Penalty: 5425.083008
	Iteration 44Q: 3 clusters Score -1.012671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -10126712.000000 Penalty: 5425.083008
	Iteration 45Q: 3 clusters Score -1.012671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -10126711.000000 Penalty: 5425.083008
	Iteration 46Q: 3 clusters Score -1.012671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -10126717.000000 Penalty: 5425.083008
	Iteration 47Q: 3 clusters Score -1.012672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -10126714.000000 Penalty: 5425.083008
	Iteration 48Q: 3 clusters Score -1.012671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -10126714.000000 Penalty: 5425.083008
	Iteration 49Q: 3 clusters Score -1.012671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -10126709.000000 Penalty: 5425.083008
	Iteration 50Q: 3 clusters Score -1.012671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -10126709.000000 Penalty: 5425.083008
	Iteration 51Q: 3 clusters Score -1.012671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -10126707.000000 Penalty: 5425.083008
	Iteration 52Q: 3 clusters Score -1.012671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -10126708.000000 Penalty: 5425.083008
	Iteration 53Q: 3 clusters Score -1.012671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -10126710.000000 Penalty: 5425.083008
	Iteration 54Q: 3 clusters Score -1.012671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10126713.000000 Penalty: 5425.083008
	Iteration 55Q: 3 clusters Score -1.012671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -10126707.000000 Penalty: 5425.083008
	Iteration 56Q: 3 clusters Score -1.012671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -10126705.000000 Penalty: 5425.083008
	Iteration 57Q: 3 clusters Score -1.01267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -10126712.000000 Penalty: 5425.083008
	Iteration 58Q: 3 clusters Score -1.012671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -10126709.000000 Penalty: 5425.083008
	Iteration 59Q: 3 clusters Score -1.012671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -10126708.000000 Penalty: 5425.083008
	Iteration 60F: 3 clusters Score -1.012671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -10126715.000000 Penalty: 5425.083008
	Iteration 61Q: 3 clusters Score -1.012672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -10126707.000000 Penalty: 5425.083008
	Iteration 62Q: 3 clusters Score -1.012671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -10126711.000000 Penalty: 5425.083008
	Iteration 63Q: 3 clusters Score -1.012671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -10126715.000000 Penalty: 5425.083008
	Iteration 64Q: 3 clusters Score -1.012672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -10126718.000000 Penalty: 5425.083008
	Iteration 65Q: 3 clusters Score -1.012672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -10126718.000000 Penalty: 5425.083008
	Iteration 66Q: 3 clusters Score -1.012672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -10126718.000000 Penalty: 5425.083008
	Iteration 67F: 3 clusters Score -1.012672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Entering Unmasked Estep 
Score: -7349973.000000 Penalty: 2635.891113
	Iteration 0F: 2 clusters Score -7349973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -7322227.000000 Penalty: 5271.782227
	Iteration 0F: 3 clusters Score -7322227 nChanged 19039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7332873.000000 Penalty: 5271.782227
	Iteration 1F: 3 clusters Score -7332873 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7333535.500000 Penalty: 5271.782227
	Iteration 2Q: 3 clusters Score -7333536 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -7334180.500000 Penalty: 5271.782227
	Iteration 3Q: 3 clusters Score -7334180 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -7334918.000000 Penalty: 5271.782227
	Iteration 4Q: 3 clusters Score -7334918 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -7335639.000000 Penalty: 5271.782227
	Iteration 5Q: 3 clusters Score -7335639 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -7336550.000000 Penalty: 5271.782227
	Iteration 6Q: 3 clusters Score -7336550 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -7337744.500000 Penalty: 5271.782227
	Iteration 7F: 3 clusters Score -7337744 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -7339147.000000 Penalty: 5271.782227
	Iteration 8F: 3 clusters Score -7339147 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -7340655.000000 Penalty: 5271.782227
	Iteration 9F: 3 clusters Score -7340655 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -7342099.000000 Penalty: 5271.782227
	Iteration 10F: 3 clusters Score -7342099 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -7343297.000000 Penalty: 5271.782227
	Iteration 11Q: 3 clusters Score -7343297 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -7344230.500000 Penalty: 5271.782227
	Iteration 12Q: 3 clusters Score -7344230 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -7344924.000000 Penalty: 5271.782227
	Iteration 13Q: 3 clusters Score -7344924 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -7345419.000000 Penalty: 5271.782227
	Iteration 14Q: 3 clusters Score -7345419 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -7345738.500000 Penalty: 5271.782227
	Iteration 15Q: 3 clusters Score -7345738 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7346043.500000 Penalty: 5271.782227
	Iteration 16Q: 3 clusters Score -7346044 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7346235.500000 Penalty: 5271.782227
	Iteration 17Q: 3 clusters Score -7346236 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -7346403.500000 Penalty: 5271.782227
	Iteration 18Q: 3 clusters Score -7346404 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7346585.500000 Penalty: 5271.782227
	Iteration 19Q: 3 clusters Score -7346586 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -7346768.500000 Penalty: 5271.782227
	Iteration 20F: 3 clusters Score -7346768 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -7346875.500000 Penalty: 5271.782227
	Iteration 21Q: 3 clusters Score -7346876 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7347030.500000 Penalty: 5271.782227
	Iteration 22Q: 3 clusters Score -7347030 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -7347146.500000 Penalty: 5271.782227
	Iteration 23Q: 3 clusters Score -7347146 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -7347226.500000 Penalty: 5271.782227
	Iteration 24Q: 3 clusters Score -7347226 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7347346.500000 Penalty: 5271.782227
	Iteration 25Q: 3 clusters Score -7347346 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -7347406.000000 Penalty: 5271.782227
	Iteration 26Q: 3 clusters Score -7347406 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -7347500.500000 Penalty: 5271.782227
	Iteration 27Q: 3 clusters Score -7347500 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -7347597.000000 Penalty: 5271.782227
	Iteration 28Q: 3 clusters Score -7347597 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -7347680.500000 Penalty: 5271.782227
	Iteration 29Q: 3 clusters Score -7347680 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7347710.500000 Penalty: 5271.782227
	Iteration 30Q: 3 clusters Score -7347710 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -7347727.500000 Penalty: 5271.782227
	Iteration 31Q: 3 clusters Score -7347728 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7347788.500000 Penalty: 5271.782227
	Iteration 32Q: 3 clusters Score -7347788 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7347832.000000 Penalty: 5271.782227
	Iteration 33Q: 3 clusters Score -7347832 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -7347863.000000 Penalty: 5271.782227
	Iteration 34Q: 3 clusters Score -7347863 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -7347930.500000 Penalty: 5271.782227
	Iteration 35Q: 3 clusters Score -7347930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -7347963.500000 Penalty: 5271.782227
	Iteration 36Q: 3 clusters Score -7347964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -7347982.000000 Penalty: 5271.782227
	Iteration 37Q: 3 clusters Score -7347982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7348031.000000 Penalty: 5271.782227
	Iteration 38Q: 3 clusters Score -7348031 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -7348043.000000 Penalty: 5271.782227
	Iteration 39Q: 3 clusters Score -7348043 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7348058.500000 Penalty: 5271.782227
	Iteration 40F: 3 clusters Score -7348058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -7348068.500000 Penalty: 5271.782227
	Iteration 41Q: 3 clusters Score -7348068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -7348096.000000 Penalty: 5271.782227
	Iteration 42Q: 3 clusters Score -7348096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7348118.500000 Penalty: 5271.782227
	Iteration 43Q: 3 clusters Score -7348118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -7348142.000000 Penalty: 5271.782227
	Iteration 44Q: 3 clusters Score -7348142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7348135.000000 Penalty: 5271.782227
	Iteration 45Q: 3 clusters Score -7348135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -7348135.000000 Penalty: 5271.782227
	Iteration 46Q: 3 clusters Score -7348135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -7348131.500000 Penalty: 5271.782227
	Iteration 47Q: 3 clusters Score -7348132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7348156.000000 Penalty: 5271.782227
	Iteration 48Q: 3 clusters Score -7348156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -7348156.000000 Penalty: 5271.782227
	Iteration 49Q: 3 clusters Score -7348156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7348165.500000 Penalty: 5271.782227
	Iteration 50Q: 3 clusters Score -7348166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7348189.500000 Penalty: 5271.782227
	Iteration 51Q: 3 clusters Score -7348190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -7348205.500000 Penalty: 5271.782227
	Iteration 52Q: 3 clusters Score -7348206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7348214.000000 Penalty: 5271.782227
	Iteration 53Q: 3 clusters Score -7348214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -7348221.500000 Penalty: 5271.782227
	Iteration 54Q: 3 clusters Score -7348222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7348226.000000 Penalty: 5271.782227
	Iteration 55Q: 3 clusters Score -7348226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -7348228.500000 Penalty: 5271.782227
	Iteration 56Q: 3 clusters Score -7348228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7348237.500000 Penalty: 5271.782227
	Iteration 57Q: 3 clusters Score -7348238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7348236.000000 Penalty: 5271.782227
	Iteration 58Q: 3 clusters Score -7348236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -7348234.000000 Penalty: 5271.782227
	Iteration 59Q: 3 clusters Score -7348234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -7348238.000000 Penalty: 5271.782227
	Iteration 60F: 3 clusters Score -7348238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7348237.500000 Penalty: 5271.782227
	Iteration 61Q: 3 clusters Score -7348238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -7348238.500000 Penalty: 5271.782227
	Iteration 62Q: 3 clusters Score -7348238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -7348248.000000 Penalty: 5271.782227
	Iteration 63Q: 3 clusters Score -7348248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -7348252.000000 Penalty: 5271.782227
	Iteration 64Q: 3 clusters Score -7348252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7348251.500000 Penalty: 5271.782227
	Iteration 65Q: 3 clusters Score -7348252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -7348254.500000 Penalty: 5271.782227
	Iteration 66Q: 3 clusters Score -7348254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7348264.500000 Penalty: 5271.782227
	Iteration 67Q: 3 clusters Score -7348264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7348272.000000 Penalty: 5271.782227
	Iteration 68Q: 3 clusters Score -7348272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7348270.000000 Penalty: 5271.782227
	Iteration 69Q: 3 clusters Score -7348270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7348265.000000 Penalty: 5271.782227
	Iteration 70Q: 3 clusters Score -7348265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -7348269.000000 Penalty: 5271.782227
	Iteration 71Q: 3 clusters Score -7348269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7348268.500000 Penalty: 5271.782227
	Iteration 72Q: 3 clusters Score -7348268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -7348271.500000 Penalty: 5271.782227
	Iteration 73Q: 3 clusters Score -7348272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -7348271.500000 Penalty: 5271.782227
	Iteration 74Q: 3 clusters Score -7348272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7348272.000000 Penalty: 5271.782227
	Iteration 75Q: 3 clusters Score -7348272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -7348270.000000 Penalty: 5271.782227
	Iteration 76Q: 3 clusters Score -7348270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7348263.000000 Penalty: 5271.782227
	Iteration 77Q: 3 clusters Score -7348263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7348265.000000 Penalty: 5271.782227
	Iteration 78Q: 3 clusters Score -7348265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7348268.500000 Penalty: 5271.782227
	Iteration 79Q: 3 clusters Score -7348268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7348266.500000 Penalty: 5271.782227
	Iteration 80F: 3 clusters Score -7348266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7348270.000000 Penalty: 5271.782227
	Iteration 81Q: 3 clusters Score -7348270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7348270.000000 Penalty: 5271.782227
	Iteration 82Q: 3 clusters Score -7348270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7348276.500000 Penalty: 5271.782227
	Iteration 83Q: 3 clusters Score -7348276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -7348278.500000 Penalty: 5271.782227
	Iteration 84Q: 3 clusters Score -7348278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7348286.000000 Penalty: 5271.782227
	Iteration 85Q: 3 clusters Score -7348286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -7348288.000000 Penalty: 5271.782227
	Iteration 86Q: 3 clusters Score -7348288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -7348287.000000 Penalty: 5271.782227
	Iteration 87Q: 3 clusters Score -7348287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7348288.500000 Penalty: 5271.782227
	Iteration 88Q: 3 clusters Score -7348288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7348288.500000 Penalty: 5271.782227
	Iteration 89F: 3 clusters Score -7348288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Entering Unmasked Estep 
Score: -8108720.500000 Penalty: 2658.752441
	Iteration 0F: 2 clusters Score -8108720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8079054.000000 Penalty: 5317.504883
	Iteration 0F: 3 clusters Score -8079054 nChanged 20850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8090351.500000 Penalty: 5317.504883
	Iteration 1F: 3 clusters Score -8090352 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -8090982.000000 Penalty: 5317.504883
	Iteration 2Q: 3 clusters Score -8090982 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8091504.000000 Penalty: 5317.504883
	Iteration 3Q: 3 clusters Score -8091504 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8092118.000000 Penalty: 5317.504883
	Iteration 4Q: 3 clusters Score -8092118 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -8092732.500000 Penalty: 5317.504883
	Iteration 5Q: 3 clusters Score -8092732 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -8093527.500000 Penalty: 5317.504883
	Iteration 6Q: 3 clusters Score -8093528 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8094533.500000 Penalty: 5317.504883
	Iteration 7Q: 3 clusters Score -8094534 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -8095890.000000 Penalty: 5317.504883
	Iteration 8Q: 3 clusters Score -8095890 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -8097479.500000 Penalty: 5317.504883
	Iteration 9F: 3 clusters Score -8097480 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -8099306.500000 Penalty: 5317.504883
	Iteration 10F: 3 clusters Score -8099306 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -8100926.000000 Penalty: 5317.504883
	Iteration 11F: 3 clusters Score -8100926 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8102317.000000 Penalty: 5317.504883
	Iteration 12Q: 3 clusters Score -8102317 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -8103335.000000 Penalty: 5317.504883
	Iteration 13Q: 3 clusters Score -8103335 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -8104031.000000 Penalty: 5317.504883
	Iteration 14Q: 3 clusters Score -8104031 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -8104425.500000 Penalty: 5317.504883
	Iteration 15Q: 3 clusters Score -8104426 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8104784.000000 Penalty: 5317.504883
	Iteration 16Q: 3 clusters Score -8104784 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -8105085.000000 Penalty: 5317.504883
	Iteration 17Q: 3 clusters Score -8105085 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -8105278.000000 Penalty: 5317.504883
	Iteration 18Q: 3 clusters Score -8105278 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -8105440.500000 Penalty: 5317.504883
	Iteration 19Q: 3 clusters Score -8105440 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -8105588.000000 Penalty: 5317.504883
	Iteration 20F: 3 clusters Score -8105588 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -8105704.500000 Penalty: 5317.504883
	Iteration 21Q: 3 clusters Score -8105704 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -8105766.500000 Penalty: 5317.504883
	Iteration 22Q: 3 clusters Score -8105766 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8105869.500000 Penalty: 5317.504883
	Iteration 23Q: 3 clusters Score -8105870 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -8105948.500000 Penalty: 5317.504883
	Iteration 24Q: 3 clusters Score -8105948 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -8106015.500000 Penalty: 5317.504883
	Iteration 25Q: 3 clusters Score -8106016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -8106044.000000 Penalty: 5317.504883
	Iteration 26Q: 3 clusters Score -8106044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -8106101.000000 Penalty: 5317.504883
	Iteration 27Q: 3 clusters Score -8106101 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8106132.500000 Penalty: 5317.504883
	Iteration 28Q: 3 clusters Score -8106132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -8106150.500000 Penalty: 5317.504883
	Iteration 29Q: 3 clusters Score -8106150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -8106219.500000 Penalty: 5317.504883
	Iteration 30Q: 3 clusters Score -8106220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -8106246.000000 Penalty: 5317.504883
	Iteration 31Q: 3 clusters Score -8106246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8106278.000000 Penalty: 5317.504883
	Iteration 32Q: 3 clusters Score -8106278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8106308.000000 Penalty: 5317.504883
	Iteration 33Q: 3 clusters Score -8106308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8106328.500000 Penalty: 5317.504883
	Iteration 34Q: 3 clusters Score -8106328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8106350.500000 Penalty: 5317.504883
	Iteration 35Q: 3 clusters Score -8106350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8106364.500000 Penalty: 5317.504883
	Iteration 36Q: 3 clusters Score -8106364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -8106382.000000 Penalty: 5317.504883
	Iteration 37Q: 3 clusters Score -8106382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8106388.000000 Penalty: 5317.504883
	Iteration 38Q: 3 clusters Score -8106388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8106392.500000 Penalty: 5317.504883
	Iteration 39Q: 3 clusters Score -8106392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8106408.000000 Penalty: 5317.504883
	Iteration 40F: 3 clusters Score -8106408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -8106420.000000 Penalty: 5317.504883
	Iteration 41Q: 3 clusters Score -8106420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -8106422.000000 Penalty: 5317.504883
	Iteration 42Q: 3 clusters Score -8106422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8106443.500000 Penalty: 5317.504883
	Iteration 43Q: 3 clusters Score -8106444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -8106450.500000 Penalty: 5317.504883
	Iteration 44Q: 3 clusters Score -8106450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8106466.500000 Penalty: 5317.504883
	Iteration 45Q: 3 clusters Score -8106466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -8106464.000000 Penalty: 5317.504883
	Iteration 46Q: 3 clusters Score -8106464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -8106463.000000 Penalty: 5317.504883
	Iteration 47Q: 3 clusters Score -8106463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -8106476.500000 Penalty: 5317.504883
	Iteration 48Q: 3 clusters Score -8106476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8106498.000000 Penalty: 5317.504883
	Iteration 49Q: 3 clusters Score -8106498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8106518.000000 Penalty: 5317.504883
	Iteration 50Q: 3 clusters Score -8106518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8106510.500000 Penalty: 5317.504883
	Iteration 51Q: 3 clusters Score -8106510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8106528.000000 Penalty: 5317.504883
	Iteration 52Q: 3 clusters Score -8106528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8106530.500000 Penalty: 5317.504883
	Iteration 53Q: 3 clusters Score -8106530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8106529.500000 Penalty: 5317.504883
	Iteration 54Q: 3 clusters Score -8106530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8106529.000000 Penalty: 5317.504883
	Iteration 55Q: 3 clusters Score -8106529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8106522.500000 Penalty: 5317.504883
	Iteration 56Q: 3 clusters Score -8106522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8106522.500000 Penalty: 5317.504883
	Iteration 57Q: 3 clusters Score -8106522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8106526.500000 Penalty: 5317.504883
	Iteration 58Q: 3 clusters Score -8106526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8106524.500000 Penalty: 5317.504883
	Iteration 59Q: 3 clusters Score -8106524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8106524.500000 Penalty: 5317.504883
	Iteration 60F: 3 clusters Score -8106524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -8106528.000000 Penalty: 5317.504883
	Iteration 61Q: 3 clusters Score -8106528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -8106528.000000 Penalty: 5317.504883
	Iteration 62Q: 3 clusters Score -8106528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8106525.500000 Penalty: 5317.504883
	Iteration 63Q: 3 clusters Score -8106526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -8106528.500000 Penalty: 5317.504883
	Iteration 64Q: 3 clusters Score -8106528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8106527.500000 Penalty: 5317.504883
	Iteration 65Q: 3 clusters Score -8106528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8106529.000000 Penalty: 5317.504883
	Iteration 66Q: 3 clusters Score -8106529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8106538.500000 Penalty: 5317.504883
	Iteration 67Q: 3 clusters Score -8106538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8106537.500000 Penalty: 5317.504883
	Iteration 68Q: 3 clusters Score -8106538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8106534.500000 Penalty: 5317.504883
	Iteration 69Q: 3 clusters Score -8106534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8106533.500000 Penalty: 5317.504883
	Iteration 70Q: 3 clusters Score -8106534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8106533.500000 Penalty: 5317.504883
	Iteration 71F: 3 clusters Score -8106534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Entering Unmasked Estep 
Score: -6375428.500000 Penalty: 2601.215332
	Iteration 0F: 2 clusters Score -6375428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -6351060.500000 Penalty: 5202.430664
	Iteration 0F: 3 clusters Score -6351060 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -6360245.000000 Penalty: 5202.430664
	Iteration 1F: 3 clusters Score -6360245 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -6361008.000000 Penalty: 5202.430664
	Iteration 2F: 3 clusters Score -6361008 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -6361909.000000 Penalty: 5202.430664
	Iteration 3F: 3 clusters Score -6361909 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -6362979.500000 Penalty: 5202.430664
	Iteration 4F: 3 clusters Score -6362980 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -6364217.500000 Penalty: 5202.430664
	Iteration 5F: 3 clusters Score -6364218 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -6365627.000000 Penalty: 5202.430664
	Iteration 6F: 3 clusters Score -6365627 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -6367058.000000 Penalty: 5202.430664
	Iteration 7F: 3 clusters Score -6367058 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6368456.500000 Penalty: 5202.430664
	Iteration 8F: 3 clusters Score -6368456 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6369563.500000 Penalty: 5202.430664
	Iteration 9Q: 3 clusters Score -6369564 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6370379.000000 Penalty: 5202.430664
	Iteration 10Q: 3 clusters Score -6370379 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -6370935.000000 Penalty: 5202.430664
	Iteration 11Q: 3 clusters Score -6370935 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -6371208.000000 Penalty: 5202.430664
	Iteration 12Q: 3 clusters Score -6371208 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -6371328.000000 Penalty: 5202.430664
	Iteration 13Q: 3 clusters Score -6371328 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -6371412.000000 Penalty: 5202.430664
	Iteration 14Q: 3 clusters Score -6371412 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -6371454.000000 Penalty: 5202.430664
	Iteration 15Q: 3 clusters Score -6371454 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -6371497.500000 Penalty: 5202.430664
	Iteration 16Q: 3 clusters Score -6371498 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -6371500.500000 Penalty: 5202.430664
	Iteration 17Q: 3 clusters Score -6371500 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -6371540.500000 Penalty: 5202.430664
	Iteration 18Q: 3 clusters Score -6371540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -6371579.500000 Penalty: 5202.430664
	Iteration 19Q: 3 clusters Score -6371580 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -6371627.000000 Penalty: 5202.430664
	Iteration 20F: 3 clusters Score -6371627 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -6371672.000000 Penalty: 5202.430664
	Iteration 21Q: 3 clusters Score -6371672 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6371725.500000 Penalty: 5202.430664
	Iteration 22Q: 3 clusters Score -6371726 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6371779.500000 Penalty: 5202.430664
	Iteration 23Q: 3 clusters Score -6371780 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -6371831.500000 Penalty: 5202.430664
	Iteration 24Q: 3 clusters Score -6371832 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -6371851.500000 Penalty: 5202.430664
	Iteration 25Q: 3 clusters Score -6371852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -6371902.000000 Penalty: 5202.430664
	Iteration 26Q: 3 clusters Score -6371902 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6371955.000000 Penalty: 5202.430664
	Iteration 27Q: 3 clusters Score -6371955 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6371980.500000 Penalty: 5202.430664
	Iteration 28Q: 3 clusters Score -6371980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -6372023.500000 Penalty: 5202.430664
	Iteration 29Q: 3 clusters Score -6372024 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -6372050.000000 Penalty: 5202.430664
	Iteration 30Q: 3 clusters Score -6372050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6372108.500000 Penalty: 5202.430664
	Iteration 31Q: 3 clusters Score -6372108 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -6372130.000000 Penalty: 5202.430664
	Iteration 32Q: 3 clusters Score -6372130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6372160.500000 Penalty: 5202.430664
	Iteration 33Q: 3 clusters Score -6372160 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -6372184.000000 Penalty: 5202.430664
	Iteration 34Q: 3 clusters Score -6372184 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -6372218.000000 Penalty: 5202.430664
	Iteration 35Q: 3 clusters Score -6372218 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -6372260.000000 Penalty: 5202.430664
	Iteration 36Q: 3 clusters Score -6372260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -6372329.500000 Penalty: 5202.430664
	Iteration 37Q: 3 clusters Score -6372330 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -6372389.000000 Penalty: 5202.430664
	Iteration 38Q: 3 clusters Score -6372389 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -6372414.000000 Penalty: 5202.430664
	Iteration 39Q: 3 clusters Score -6372414 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -6372449.500000 Penalty: 5202.430664
	Iteration 40F: 3 clusters Score -6372450 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -6372502.000000 Penalty: 5202.430664
	Iteration 41Q: 3 clusters Score -6372502 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -6372566.000000 Penalty: 5202.430664
	Iteration 42Q: 3 clusters Score -6372566 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -6372641.500000 Penalty: 5202.430664
	Iteration 43Q: 3 clusters Score -6372642 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -6372714.000000 Penalty: 5202.430664
	Iteration 44Q: 3 clusters Score -6372714 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -6372796.000000 Penalty: 5202.430664
	Iteration 45Q: 3 clusters Score -6372796 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -6372876.500000 Penalty: 5202.430664
	Iteration 46Q: 3 clusters Score -6372876 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -6372965.000000 Penalty: 5202.430664
	Iteration 47Q: 3 clusters Score -6372965 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -6373042.500000 Penalty: 5202.430664
	Iteration 48Q: 3 clusters Score -6373042 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -6373133.500000 Penalty: 5202.430664
	Iteration 49Q: 3 clusters Score -6373134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -6373193.500000 Penalty: 5202.430664
	Iteration 50Q: 3 clusters Score -6373194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6373243.000000 Penalty: 5202.430664
	Iteration 51Q: 3 clusters Score -6373243 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -6373281.500000 Penalty: 5202.430664
	Iteration 52Q: 3 clusters Score -6373282 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -6373315.000000 Penalty: 5202.430664
	Iteration 53Q: 3 clusters Score -6373315 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6373347.000000 Penalty: 5202.430664
	Iteration 54Q: 3 clusters Score -6373347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -6373377.000000 Penalty: 5202.430664
	Iteration 55Q: 3 clusters Score -6373377 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6373423.500000 Penalty: 5202.430664
	Iteration 56Q: 3 clusters Score -6373424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -6373454.500000 Penalty: 5202.430664
	Iteration 57Q: 3 clusters Score -6373454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6373476.000000 Penalty: 5202.430664
	Iteration 58Q: 3 clusters Score -6373476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -6373511.500000 Penalty: 5202.430664
	Iteration 59Q: 3 clusters Score -6373512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -6373542.500000 Penalty: 5202.430664
	Iteration 60F: 3 clusters Score -6373542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -6373569.500000 Penalty: 5202.430664
	Iteration 61Q: 3 clusters Score -6373570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -6373569.000000 Penalty: 5202.430664
	Iteration 62Q: 3 clusters Score -6373569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -6373586.500000 Penalty: 5202.430664
	Iteration 63Q: 3 clusters Score -6373586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -6373599.000000 Penalty: 5202.430664
	Iteration 64Q: 3 clusters Score -6373599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6373591.000000 Penalty: 5202.430664
	Iteration 65Q: 3 clusters Score -6373591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6373597.500000 Penalty: 5202.430664
	Iteration 66Q: 3 clusters Score -6373598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -6373597.500000 Penalty: 5202.430664
	Iteration 67Q: 3 clusters Score -6373598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -6373594.500000 Penalty: 5202.430664
	Iteration 68Q: 3 clusters Score -6373594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -6373604.000000 Penalty: 5202.430664
	Iteration 69Q: 3 clusters Score -6373604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -6373602.500000 Penalty: 5202.430664
	Iteration 70Q: 3 clusters Score -6373602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6373601.500000 Penalty: 5202.430664
	Iteration 71Q: 3 clusters Score -6373602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6373601.500000 Penalty: 5202.430664
	Iteration 72F: 3 clusters Score -6373602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Entering Unmasked Estep 
Score: -3171491.500000 Penalty: 2433.655029
	Iteration 0F: 2 clusters Score -3171492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3158515.250000 Penalty: 4867.310059
	Iteration 0F: 3 clusters Score -3158515 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3163075.250000 Penalty: 4867.310059
	Iteration 1F: 3 clusters Score -3163075 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3163605.750000 Penalty: 4867.310059
	Iteration 2F: 3 clusters Score -3163606 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3164028.500000 Penalty: 4867.310059
	Iteration 3F: 3 clusters Score -3164028 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3164411.000000 Penalty: 4867.310059
	Iteration 4Q: 3 clusters Score -3164411 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3164828.000000 Penalty: 4867.310059
	Iteration 5Q: 3 clusters Score -3164828 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3165325.500000 Penalty: 4867.310059
	Iteration 6Q: 3 clusters Score -3165326 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3165890.500000 Penalty: 4867.310059
	Iteration 7F: 3 clusters Score -3165890 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3166586.000000 Penalty: 4867.310059
	Iteration 8F: 3 clusters Score -3166586 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3167311.500000 Penalty: 4867.310059
	Iteration 9F: 3 clusters Score -3167312 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3168028.750000 Penalty: 4867.310059
	Iteration 10Q: 3 clusters Score -3168029 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3168609.500000 Penalty: 4867.310059
	Iteration 11Q: 3 clusters Score -3168610 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3168970.750000 Penalty: 4867.310059
	Iteration 12Q: 3 clusters Score -3168971 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3169178.000000 Penalty: 4867.310059
	Iteration 13Q: 3 clusters Score -3169178 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3169326.000000 Penalty: 4867.310059
	Iteration 14Q: 3 clusters Score -3169326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3169417.750000 Penalty: 4867.310059
	Iteration 15Q: 3 clusters Score -3169418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3169471.000000 Penalty: 4867.310059
	Iteration 16Q: 3 clusters Score -3169471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3169500.000000 Penalty: 4867.310059
	Iteration 17Q: 3 clusters Score -3169500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3169517.250000 Penalty: 4867.310059
	Iteration 18Q: 3 clusters Score -3169517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3169525.000000 Penalty: 4867.310059
	Iteration 19Q: 3 clusters Score -3169525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3169528.250000 Penalty: 4867.310059
	Iteration 20F: 3 clusters Score -3169528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3169541.250000 Penalty: 4867.310059
	Iteration 21Q: 3 clusters Score -3169541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3169553.250000 Penalty: 4867.310059
	Iteration 22Q: 3 clusters Score -3169553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3169564.000000 Penalty: 4867.310059
	Iteration 23Q: 3 clusters Score -3169564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3169573.250000 Penalty: 4867.310059
	Iteration 24Q: 3 clusters Score -3169573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3169571.000000 Penalty: 4867.310059
	Iteration 25Q: 3 clusters Score -3169571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3169576.000000 Penalty: 4867.310059
	Iteration 26Q: 3 clusters Score -3169576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3169577.500000 Penalty: 4867.310059
	Iteration 27Q: 3 clusters Score -3169578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3169584.000000 Penalty: 4867.310059
	Iteration 28Q: 3 clusters Score -3169584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3169584.500000 Penalty: 4867.310059
	Iteration 29Q: 3 clusters Score -3169584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3169591.000000 Penalty: 4867.310059
	Iteration 30Q: 3 clusters Score -3169591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3169590.750000 Penalty: 4867.310059
	Iteration 31Q: 3 clusters Score -3169591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3169599.500000 Penalty: 4867.310059
	Iteration 32Q: 3 clusters Score -3169600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3169601.000000 Penalty: 4867.310059
	Iteration 33Q: 3 clusters Score -3169601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3169602.500000 Penalty: 4867.310059
	Iteration 34Q: 3 clusters Score -3169602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3169607.250000 Penalty: 4867.310059
	Iteration 35Q: 3 clusters Score -3169607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3169608.000000 Penalty: 4867.310059
	Iteration 36Q: 3 clusters Score -3169608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3169608.000000 Penalty: 4867.310059
	Iteration 37F: 3 clusters Score -3169608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -607716.250000 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -607716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -604078.562500 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -604078.6 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -604831.000000 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -604831 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -605034.375000 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -605034.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -605163.187500 Penalty: 4057.161377
	Iteration 3F: 3 clusters Score -605163.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -605241.937500 Penalty: 4057.161377
	Iteration 4Q: 3 clusters Score -605241.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -605311.000000 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -605311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -605371.750000 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -605371.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -605431.125000 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -605431.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -605494.562500 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -605494.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -605569.500000 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -605569.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -605639.875000 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -605639.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -605702.937500 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -605702.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -605776.187500 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -605776.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -605835.000000 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -605835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -605887.187500 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -605887.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -605942.375000 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -605942.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -605997.812500 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -605997.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -606055.312500 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -606055.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -606117.312500 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -606117.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -606173.062500 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -606173.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -606225.750000 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -606225.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -606276.687500 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -606276.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -606314.562500 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -606314.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -606344.875000 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -606344.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -606362.250000 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -606362.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -606378.375000 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -606378.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -606394.375000 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -606394.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -606409.125000 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -606409.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -606421.250000 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -606421.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -606427.062500 Penalty: 4057.161377
	Iteration 29Q: 3 clusters Score -606427.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -606434.187500 Penalty: 4057.161377
	Iteration 30Q: 3 clusters Score -606434.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -606442.750000 Penalty: 4057.161377
	Iteration 31Q: 3 clusters Score -606442.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -606451.375000 Penalty: 4057.161377
	Iteration 32Q: 3 clusters Score -606451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -606456.000000 Penalty: 4057.161377
	Iteration 33Q: 3 clusters Score -606456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -606461.250000 Penalty: 4057.161377
	Iteration 34Q: 3 clusters Score -606461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -606468.437500 Penalty: 4057.161377
	Iteration 35Q: 3 clusters Score -606468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -606471.750000 Penalty: 4057.161377
	Iteration 36Q: 3 clusters Score -606471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -606474.375000 Penalty: 4057.161377
	Iteration 37Q: 3 clusters Score -606474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -606475.937500 Penalty: 4057.161377
	Iteration 38Q: 3 clusters Score -606475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -606476.812500 Penalty: 4057.161377
	Iteration 39Q: 3 clusters Score -606476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -606477.375000 Penalty: 4057.161377
	Iteration 40F: 3 clusters Score -606477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -606479.750000 Penalty: 4057.161377
	Iteration 41Q: 3 clusters Score -606479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -606481.125000 Penalty: 4057.161377
	Iteration 42Q: 3 clusters Score -606481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -606482.625000 Penalty: 4057.161377
	Iteration 43Q: 3 clusters Score -606482.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -606485.375000 Penalty: 4057.161377
	Iteration 44Q: 3 clusters Score -606485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -606484.875000 Penalty: 4057.161377
	Iteration 45Q: 3 clusters Score -606484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -606485.875000 Penalty: 4057.161377
	Iteration 46Q: 3 clusters Score -606485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -606486.750000 Penalty: 4057.161377
	Iteration 47Q: 3 clusters Score -606486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -606488.875000 Penalty: 4057.161377
	Iteration 48Q: 3 clusters Score -606488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -606489.812500 Penalty: 4057.161377
	Iteration 49Q: 3 clusters Score -606489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -606490.750000 Penalty: 4057.161377
	Iteration 50Q: 3 clusters Score -606490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -606491.750000 Penalty: 4057.161377
	Iteration 51Q: 3 clusters Score -606491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -606492.250000 Penalty: 4057.161377
	Iteration 52Q: 3 clusters Score -606492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -606492.625000 Penalty: 4057.161377
	Iteration 53Q: 3 clusters Score -606492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -606492.625000 Penalty: 4057.161377
	Iteration 54F: 3 clusters Score -606492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -101951.687500 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -101951.7 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 317 members 
Entering Unmasked Estep 
Score: -100295.859375 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -100295.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100517.609375 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -100517.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -100589.750000 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -100589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100631.796875 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -100631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100666.968750 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -100667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100709.640625 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -100709.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100838.304688 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -100838.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100915.390625 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -100915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100953.171875 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -100953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -100977.695312 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -100977.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100986.304688 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -100986.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101003.570312 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -101003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -101015.789062 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -101015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -101021.929688 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -101021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101028.375000 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -101028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101030.781250 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -101030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101032.195312 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -101032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101032.195312 Penalty: 3178.630371
	Iteration 17F: 3 clusters Score -101032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -40860.035156 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -40860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39508.042969 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -39508.04 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39817.621094 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -39817.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39926.777344 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -39926.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39988.222656 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -39988.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40028.667969 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -40028.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40047.003906 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -40047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40102.847656 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -40102.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40129.382812 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -40129.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40131.382812 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -40131.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40131.382812 Penalty: 3004.165039
	Iteration 9F: 3 clusters Score -40131.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -1150235.875000 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -1150236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1144788.125000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -1144788 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1146090.125000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -1146090 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1146353.000000 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -1146353 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1146567.750000 Penalty: 4348.981445
	Iteration 3F: 3 clusters Score -1146568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1146734.750000 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -1146735 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1146865.875000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -1146866 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1146988.875000 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -1146989 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1147084.500000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -1147084 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1147194.500000 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -1147194 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1147323.500000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -1147324 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1147447.750000 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -1147448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1147587.500000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -1147588 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1147744.375000 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -1147744 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1147910.875000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -1147911 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1148062.375000 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -1148062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1148210.250000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -1148210 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1148335.750000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -1148336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1148420.750000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -1148421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1148479.500000 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -1148480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1148541.250000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -1148541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1148568.625000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -1148569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1148589.500000 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -1148590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1148607.500000 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -1148608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1148616.000000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -1148616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1148620.500000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -1148620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1148624.250000 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -1148624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1148628.500000 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -1148628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1148627.500000 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -1148628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1148629.625000 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -1148630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1148629.125000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -1148629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1148630.250000 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -1148630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1148631.500000 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -1148632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1148630.750000 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -1148631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1148633.375000 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -1148633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1148635.250000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -1148635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1148635.250000 Penalty: 4348.981445
	Iteration 35F: 3 clusters Score -1148635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Entering Unmasked Estep 
Score: -2352588.500000 Penalty: 2355.986572
	Iteration 0F: 2 clusters Score -2352588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2342819.500000 Penalty: 4711.973145
	Iteration 0F: 3 clusters Score -2342820 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2345939.250000 Penalty: 4711.973145
	Iteration 1F: 3 clusters Score -2345939 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2346466.000000 Penalty: 4711.973145
	Iteration 2F: 3 clusters Score -2346466 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2347092.250000 Penalty: 4711.973145
	Iteration 3F: 3 clusters Score -2347092 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2347900.000000 Penalty: 4711.973145
	Iteration 4F: 3 clusters Score -2347900 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2348933.000000 Penalty: 4711.973145
	Iteration 5F: 3 clusters Score -2348933 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2349903.500000 Penalty: 4711.973145
	Iteration 6F: 3 clusters Score -2349904 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2350554.500000 Penalty: 4711.973145
	Iteration 7F: 3 clusters Score -2350554 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2350974.500000 Penalty: 4711.973145
	Iteration 8Q: 3 clusters Score -2350974 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2351311.250000 Penalty: 4711.973145
	Iteration 9Q: 3 clusters Score -2351311 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2351572.000000 Penalty: 4711.973145
	Iteration 10Q: 3 clusters Score -2351572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2351783.250000 Penalty: 4711.973145
	Iteration 11Q: 3 clusters Score -2351783 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2351956.000000 Penalty: 4711.973145
	Iteration 12Q: 3 clusters Score -2351956 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2352064.750000 Penalty: 4711.973145
	Iteration 13Q: 3 clusters Score -2352065 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2352135.000000 Penalty: 4711.973145
	Iteration 14Q: 3 clusters Score -2352135 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2352167.250000 Penalty: 4711.973145
	Iteration 15Q: 3 clusters Score -2352167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2352195.750000 Penalty: 4711.973145
	Iteration 16Q: 3 clusters Score -2352196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2352223.500000 Penalty: 4711.973145
	Iteration 17Q: 3 clusters Score -2352224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2352242.500000 Penalty: 4711.973145
	Iteration 18Q: 3 clusters Score -2352242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2352255.000000 Penalty: 4711.973145
	Iteration 19Q: 3 clusters Score -2352255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2352265.000000 Penalty: 4711.973145
	Iteration 20F: 3 clusters Score -2352265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2352277.250000 Penalty: 4711.973145
	Iteration 21Q: 3 clusters Score -2352277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2352282.750000 Penalty: 4711.973145
	Iteration 22Q: 3 clusters Score -2352283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2352288.750000 Penalty: 4711.973145
	Iteration 23Q: 3 clusters Score -2352289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2352294.750000 Penalty: 4711.973145
	Iteration 24Q: 3 clusters Score -2352295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2352299.750000 Penalty: 4711.973145
	Iteration 25Q: 3 clusters Score -2352300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2352302.250000 Penalty: 4711.973145
	Iteration 26Q: 3 clusters Score -2352302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2352307.500000 Penalty: 4711.973145
	Iteration 27Q: 3 clusters Score -2352308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2352309.750000 Penalty: 4711.973145
	Iteration 28Q: 3 clusters Score -2352310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2352311.500000 Penalty: 4711.973145
	Iteration 29Q: 3 clusters Score -2352312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2352312.000000 Penalty: 4711.973145
	Iteration 30Q: 3 clusters Score -2352312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2352318.250000 Penalty: 4711.973145
	Iteration 31Q: 3 clusters Score -2352318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2352315.500000 Penalty: 4711.973145
	Iteration 32Q: 3 clusters Score -2352316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2352313.250000 Penalty: 4711.973145
	Iteration 33Q: 3 clusters Score -2352313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2352314.750000 Penalty: 4711.973145
	Iteration 34Q: 3 clusters Score -2352315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2352313.000000 Penalty: 4711.973145
	Iteration 35Q: 3 clusters Score -2352313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2352314.500000 Penalty: 4711.973145
	Iteration 36Q: 3 clusters Score -2352314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2352314.500000 Penalty: 4711.973145
	Iteration 37F: 3 clusters Score -2352314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Entering Unmasked Estep 
Score: -8108927.000000 Penalty: 2656.154053
	Iteration 0F: 2 clusters Score -8108927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -8079685.000000 Penalty: 5312.308105
	Iteration 0F: 3 clusters Score -8079685 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -8091023.000000 Penalty: 5312.308105
	Iteration 1F: 3 clusters Score -8091023 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -8091607.500000 Penalty: 5312.308105
	Iteration 2Q: 3 clusters Score -8091608 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -8092151.500000 Penalty: 5312.308105
	Iteration 3Q: 3 clusters Score -8092152 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -8092799.000000 Penalty: 5312.308105
	Iteration 4Q: 3 clusters Score -8092799 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -8093705.500000 Penalty: 5312.308105
	Iteration 5Q: 3 clusters Score -8093706 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -8095020.500000 Penalty: 5312.308105
	Iteration 6F: 3 clusters Score -8095020 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -8097111.000000 Penalty: 5312.308105
	Iteration 7F: 3 clusters Score -8097111 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -8099677.500000 Penalty: 5312.308105
	Iteration 8F: 3 clusters Score -8099678 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -8102177.500000 Penalty: 5312.308105
	Iteration 9F: 3 clusters Score -8102178 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8104053.500000 Penalty: 5312.308105
	Iteration 10Q: 3 clusters Score -8104054 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8105162.500000 Penalty: 5312.308105
	Iteration 11Q: 3 clusters Score -8105162 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8105730.500000 Penalty: 5312.308105
	Iteration 12Q: 3 clusters Score -8105730 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8106069.000000 Penalty: 5312.308105
	Iteration 13Q: 3 clusters Score -8106069 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8106215.500000 Penalty: 5312.308105
	Iteration 14Q: 3 clusters Score -8106216 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8106336.500000 Penalty: 5312.308105
	Iteration 15Q: 3 clusters Score -8106336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8106404.500000 Penalty: 5312.308105
	Iteration 16Q: 3 clusters Score -8106404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8106453.000000 Penalty: 5312.308105
	Iteration 17Q: 3 clusters Score -8106453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8106508.000000 Penalty: 5312.308105
	Iteration 18Q: 3 clusters Score -8106508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8106544.500000 Penalty: 5312.308105
	Iteration 19Q: 3 clusters Score -8106544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8106570.500000 Penalty: 5312.308105
	Iteration 20F: 3 clusters Score -8106570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8106605.000000 Penalty: 5312.308105
	Iteration 21Q: 3 clusters Score -8106605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8106621.000000 Penalty: 5312.308105
	Iteration 22Q: 3 clusters Score -8106621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8106630.000000 Penalty: 5312.308105
	Iteration 23Q: 3 clusters Score -8106630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8106635.500000 Penalty: 5312.308105
	Iteration 24Q: 3 clusters Score -8106636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8106682.000000 Penalty: 5312.308105
	Iteration 25Q: 3 clusters Score -8106682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8106690.500000 Penalty: 5312.308105
	Iteration 26Q: 3 clusters Score -8106690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8106693.500000 Penalty: 5312.308105
	Iteration 27Q: 3 clusters Score -8106694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8106699.000000 Penalty: 5312.308105
	Iteration 28Q: 3 clusters Score -8106699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8106699.500000 Penalty: 5312.308105
	Iteration 29Q: 3 clusters Score -8106700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8106700.500000 Penalty: 5312.308105
	Iteration 30Q: 3 clusters Score -8106700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8106702.000000 Penalty: 5312.308105
	Iteration 31Q: 3 clusters Score -8106702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8106706.000000 Penalty: 5312.308105
	Iteration 32Q: 3 clusters Score -8106706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8106708.000000 Penalty: 5312.308105
	Iteration 33Q: 3 clusters Score -8106708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8106708.000000 Penalty: 5312.308105
	Iteration 34F: 3 clusters Score -8106708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -91067.007812 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -91067.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89547.140625 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -89547.14 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89913.617188 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -89913.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90093.226562 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -90093.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90252.289062 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -90252.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90360.570312 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -90360.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90430.554688 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -90430.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90501.812500 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -90501.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90589.304688 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -90589.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90652.539062 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -90652.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90724.023438 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -90724.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90795.343750 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -90795.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90857.039062 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -90857.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90904.468750 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -90904.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90941.054688 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -90941.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90967.375000 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -90967.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90987.328125 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -90987.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91003.359375 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -91003.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91010.078125 Penalty: 3207.978516
	Iteration 17Q: 3 clusters Score -91010.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91019.054688 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -91019.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91020.554688 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -91020.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91020.554688 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -91020.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Entering Unmasked Estep 
Score: -7037460.500000 Penalty: 2623.523682
	Iteration 0F: 2 clusters Score -7037460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -7011038.000000 Penalty: 5247.047363
	Iteration 0F: 3 clusters Score -7011038 nChanged 18120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7020817.000000 Penalty: 5247.047363
	Iteration 1F: 3 clusters Score -7020817 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -7021237.500000 Penalty: 5247.047363
	Iteration 2Q: 3 clusters Score -7021238 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7021639.000000 Penalty: 5247.047363
	Iteration 3Q: 3 clusters Score -7021639 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -7022023.500000 Penalty: 5247.047363
	Iteration 4Q: 3 clusters Score -7022024 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7022336.500000 Penalty: 5247.047363
	Iteration 5Q: 3 clusters Score -7022336 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -7022744.000000 Penalty: 5247.047363
	Iteration 6Q: 3 clusters Score -7022744 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -7023151.500000 Penalty: 5247.047363
	Iteration 7Q: 3 clusters Score -7023152 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -7023611.500000 Penalty: 5247.047363
	Iteration 8Q: 3 clusters Score -7023612 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -7024129.000000 Penalty: 5247.047363
	Iteration 9Q: 3 clusters Score -7024129 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -7024931.000000 Penalty: 5247.047363
	Iteration 10Q: 3 clusters Score -7024931 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -7026066.500000 Penalty: 5247.047363
	Iteration 11Q: 3 clusters Score -7026066 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7027711.500000 Penalty: 5247.047363
	Iteration 12F: 3 clusters Score -7027712 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -7029543.000000 Penalty: 5247.047363
	Iteration 13F: 3 clusters Score -7029543 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -7031194.500000 Penalty: 5247.047363
	Iteration 14Q: 3 clusters Score -7031194 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -7032284.500000 Penalty: 5247.047363
	Iteration 15Q: 3 clusters Score -7032284 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7032997.500000 Penalty: 5247.047363
	Iteration 16Q: 3 clusters Score -7032998 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -7033494.000000 Penalty: 5247.047363
	Iteration 17Q: 3 clusters Score -7033494 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -7033896.500000 Penalty: 5247.047363
	Iteration 18Q: 3 clusters Score -7033896 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -7034228.500000 Penalty: 5247.047363
	Iteration 19Q: 3 clusters Score -7034228 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7034475.000000 Penalty: 5247.047363
	Iteration 20F: 3 clusters Score -7034475 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -7034646.000000 Penalty: 5247.047363
	Iteration 21Q: 3 clusters Score -7034646 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -7034824.000000 Penalty: 5247.047363
	Iteration 22Q: 3 clusters Score -7034824 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -7034947.000000 Penalty: 5247.047363
	Iteration 23Q: 3 clusters Score -7034947 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7035066.000000 Penalty: 5247.047363
	Iteration 24Q: 3 clusters Score -7035066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -7035124.000000 Penalty: 5247.047363
	Iteration 25Q: 3 clusters Score -7035124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -7035183.000000 Penalty: 5247.047363
	Iteration 26Q: 3 clusters Score -7035183 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -7035233.000000 Penalty: 5247.047363
	Iteration 27Q: 3 clusters Score -7035233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7035273.500000 Penalty: 5247.047363
	Iteration 28Q: 3 clusters Score -7035274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -7035322.000000 Penalty: 5247.047363
	Iteration 29Q: 3 clusters Score -7035322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -7035352.500000 Penalty: 5247.047363
	Iteration 30Q: 3 clusters Score -7035352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7035361.000000 Penalty: 5247.047363
	Iteration 31Q: 3 clusters Score -7035361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -7035375.500000 Penalty: 5247.047363
	Iteration 32Q: 3 clusters Score -7035376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -7035375.500000 Penalty: 5247.047363
	Iteration 33Q: 3 clusters Score -7035376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -7035399.500000 Penalty: 5247.047363
	Iteration 34Q: 3 clusters Score -7035400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -7035405.500000 Penalty: 5247.047363
	Iteration 35Q: 3 clusters Score -7035406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7035401.500000 Penalty: 5247.047363
	Iteration 36Q: 3 clusters Score -7035402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -7035412.000000 Penalty: 5247.047363
	Iteration 37Q: 3 clusters Score -7035412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -7035424.500000 Penalty: 5247.047363
	Iteration 38Q: 3 clusters Score -7035424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -7035426.000000 Penalty: 5247.047363
	Iteration 39Q: 3 clusters Score -7035426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -7035428.000000 Penalty: 5247.047363
	Iteration 40F: 3 clusters Score -7035428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -7035426.500000 Penalty: 5247.047363
	Iteration 41Q: 3 clusters Score -7035426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -7035429.500000 Penalty: 5247.047363
	Iteration 42Q: 3 clusters Score -7035430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7035433.500000 Penalty: 5247.047363
	Iteration 43Q: 3 clusters Score -7035434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -7035433.500000 Penalty: 5247.047363
	Iteration 44Q: 3 clusters Score -7035434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -7035434.500000 Penalty: 5247.047363
	Iteration 45Q: 3 clusters Score -7035434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -7035440.000000 Penalty: 5247.047363
	Iteration 46Q: 3 clusters Score -7035440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7035448.000000 Penalty: 5247.047363
	Iteration 47Q: 3 clusters Score -7035448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7035450.500000 Penalty: 5247.047363
	Iteration 48Q: 3 clusters Score -7035450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7035452.500000 Penalty: 5247.047363
	Iteration 49Q: 3 clusters Score -7035452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -7035444.000000 Penalty: 5247.047363
	Iteration 50Q: 3 clusters Score -7035444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -7035447.000000 Penalty: 5247.047363
	Iteration 51Q: 3 clusters Score -7035447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7035455.500000 Penalty: 5247.047363
	Iteration 52Q: 3 clusters Score -7035456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -7035454.500000 Penalty: 5247.047363
	Iteration 53Q: 3 clusters Score -7035454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7035457.500000 Penalty: 5247.047363
	Iteration 54Q: 3 clusters Score -7035458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -7035460.000000 Penalty: 5247.047363
	Iteration 55Q: 3 clusters Score -7035460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7035461.000000 Penalty: 5247.047363
	Iteration 56Q: 3 clusters Score -7035461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -7035459.500000 Penalty: 5247.047363
	Iteration 57Q: 3 clusters Score -7035460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -7035461.500000 Penalty: 5247.047363
	Iteration 58Q: 3 clusters Score -7035462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -7035461.500000 Penalty: 5247.047363
	Iteration 59Q: 3 clusters Score -7035462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -7035463.000000 Penalty: 5247.047363
	Iteration 60F: 3 clusters Score -7035463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -7035472.000000 Penalty: 5247.047363
	Iteration 61Q: 3 clusters Score -7035472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -7035471.000000 Penalty: 5247.047363
	Iteration 62Q: 3 clusters Score -7035471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7035471.500000 Penalty: 5247.047363
	Iteration 63Q: 3 clusters Score -7035472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -7035471.500000 Penalty: 5247.047363
	Iteration 64Q: 3 clusters Score -7035472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -7035477.500000 Penalty: 5247.047363
	Iteration 65Q: 3 clusters Score -7035478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -7035480.000000 Penalty: 5247.047363
	Iteration 66Q: 3 clusters Score -7035480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -7035481.000000 Penalty: 5247.047363
	Iteration 67Q: 3 clusters Score -7035481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -7035481.500000 Penalty: 5247.047363
	Iteration 68Q: 3 clusters Score -7035482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -7035481.500000 Penalty: 5247.047363
	Iteration 69F: 3 clusters Score -7035482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -1537796.250000 Penalty: 2248.856689
	Iteration 0F: 2 clusters Score -1537796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1530995.125000 Penalty: 4497.713379
	Iteration 0F: 3 clusters Score -1530995 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1532821.000000 Penalty: 4497.713379
	Iteration 1F: 3 clusters Score -1532821 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1533070.625000 Penalty: 4497.713379
	Iteration 2F: 3 clusters Score -1533071 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1533271.250000 Penalty: 4497.713379
	Iteration 3Q: 3 clusters Score -1533271 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1533477.500000 Penalty: 4497.713379
	Iteration 4Q: 3 clusters Score -1533478 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1533707.500000 Penalty: 4497.713379
	Iteration 5Q: 3 clusters Score -1533708 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1533942.750000 Penalty: 4497.713379
	Iteration 6Q: 3 clusters Score -1533943 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1534169.375000 Penalty: 4497.713379
	Iteration 7Q: 3 clusters Score -1534169 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1534374.625000 Penalty: 4497.713379
	Iteration 8Q: 3 clusters Score -1534375 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1534586.375000 Penalty: 4497.713379
	Iteration 9Q: 3 clusters Score -1534586 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1534796.750000 Penalty: 4497.713379
	Iteration 10Q: 3 clusters Score -1534797 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1534964.500000 Penalty: 4497.713379
	Iteration 11Q: 3 clusters Score -1534964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1535126.000000 Penalty: 4497.713379
	Iteration 12Q: 3 clusters Score -1535126 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1535270.375000 Penalty: 4497.713379
	Iteration 13Q: 3 clusters Score -1535270 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1535395.625000 Penalty: 4497.713379
	Iteration 14Q: 3 clusters Score -1535396 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1535507.000000 Penalty: 4497.713379
	Iteration 15Q: 3 clusters Score -1535507 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1535575.375000 Penalty: 4497.713379
	Iteration 16Q: 3 clusters Score -1535575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1535643.500000 Penalty: 4497.713379
	Iteration 17Q: 3 clusters Score -1535644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1535697.250000 Penalty: 4497.713379
	Iteration 18Q: 3 clusters Score -1535697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1535731.000000 Penalty: 4497.713379
	Iteration 19Q: 3 clusters Score -1535731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1535759.500000 Penalty: 4497.713379
	Iteration 20F: 3 clusters Score -1535760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1535788.000000 Penalty: 4497.713379
	Iteration 21Q: 3 clusters Score -1535788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1535809.750000 Penalty: 4497.713379
	Iteration 22Q: 3 clusters Score -1535810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1535825.000000 Penalty: 4497.713379
	Iteration 23Q: 3 clusters Score -1535825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1535834.875000 Penalty: 4497.713379
	Iteration 24Q: 3 clusters Score -1535835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1535844.750000 Penalty: 4497.713379
	Iteration 25Q: 3 clusters Score -1535845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1535855.750000 Penalty: 4497.713379
	Iteration 26Q: 3 clusters Score -1535856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1535866.375000 Penalty: 4497.713379
	Iteration 27Q: 3 clusters Score -1535866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1535872.750000 Penalty: 4497.713379
	Iteration 28Q: 3 clusters Score -1535873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1535880.250000 Penalty: 4497.713379
	Iteration 29Q: 3 clusters Score -1535880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1535888.750000 Penalty: 4497.713379
	Iteration 30Q: 3 clusters Score -1535889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1535897.750000 Penalty: 4497.713379
	Iteration 31Q: 3 clusters Score -1535898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1535910.875000 Penalty: 4497.713379
	Iteration 32Q: 3 clusters Score -1535911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1535916.625000 Penalty: 4497.713379
	Iteration 33Q: 3 clusters Score -1535917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1535920.500000 Penalty: 4497.713379
	Iteration 34Q: 3 clusters Score -1535920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1535923.625000 Penalty: 4497.713379
	Iteration 35Q: 3 clusters Score -1535924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1535930.250000 Penalty: 4497.713379
	Iteration 36Q: 3 clusters Score -1535930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1535933.125000 Penalty: 4497.713379
	Iteration 37Q: 3 clusters Score -1535933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1535934.750000 Penalty: 4497.713379
	Iteration 38Q: 3 clusters Score -1535935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1535934.250000 Penalty: 4497.713379
	Iteration 39Q: 3 clusters Score -1535934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1535937.625000 Penalty: 4497.713379
	Iteration 40F: 3 clusters Score -1535938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1535939.625000 Penalty: 4497.713379
	Iteration 41Q: 3 clusters Score -1535940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1535943.625000 Penalty: 4497.713379
	Iteration 42Q: 3 clusters Score -1535944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1535945.875000 Penalty: 4497.713379
	Iteration 43Q: 3 clusters Score -1535946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1535945.625000 Penalty: 4497.713379
	Iteration 44Q: 3 clusters Score -1535946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1535947.250000 Penalty: 4497.713379
	Iteration 45Q: 3 clusters Score -1535947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1535948.125000 Penalty: 4497.713379
	Iteration 46Q: 3 clusters Score -1535948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1535948.750000 Penalty: 4497.713379
	Iteration 47Q: 3 clusters Score -1535949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1535950.000000 Penalty: 4497.713379
	Iteration 48Q: 3 clusters Score -1535950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1535952.750000 Penalty: 4497.713379
	Iteration 49Q: 3 clusters Score -1535953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1535952.750000 Penalty: 4497.713379
	Iteration 50F: 3 clusters Score -1535953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Entering Unmasked Estep 
Score: -8268251.500000 Penalty: 2665.446045
	Iteration 0F: 2 clusters Score -8268252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -8238187.000000 Penalty: 5330.892090
	Iteration 0F: 3 clusters Score -8238187 nChanged 21420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -8249785.500000 Penalty: 5330.892090
	Iteration 1F: 3 clusters Score -8249786 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -8250376.000000 Penalty: 5330.892090
	Iteration 2Q: 3 clusters Score -8250376 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -8251018.000000 Penalty: 5330.892090
	Iteration 3Q: 3 clusters Score -8251018 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -8251741.500000 Penalty: 5330.892090
	Iteration 4Q: 3 clusters Score -8251742 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -8252741.500000 Penalty: 5330.892090
	Iteration 5Q: 3 clusters Score -8252742 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8253975.000000 Penalty: 5330.892090
	Iteration 6Q: 3 clusters Score -8253975 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -8255399.500000 Penalty: 5330.892090
	Iteration 7F: 3 clusters Score -8255400 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -8256957.500000 Penalty: 5330.892090
	Iteration 8F: 3 clusters Score -8256958 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -8258296.500000 Penalty: 5330.892090
	Iteration 9F: 3 clusters Score -8258296 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8259439.000000 Penalty: 5330.892090
	Iteration 10Q: 3 clusters Score -8259439 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -8260345.500000 Penalty: 5330.892090
	Iteration 11Q: 3 clusters Score -8260346 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8261129.500000 Penalty: 5330.892090
	Iteration 12Q: 3 clusters Score -8261130 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -8261750.000000 Penalty: 5330.892090
	Iteration 13Q: 3 clusters Score -8261750 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8262343.500000 Penalty: 5330.892090
	Iteration 14Q: 3 clusters Score -8262344 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -8262730.500000 Penalty: 5330.892090
	Iteration 15Q: 3 clusters Score -8262730 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8263022.500000 Penalty: 5330.892090
	Iteration 16Q: 3 clusters Score -8263022 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -8263218.500000 Penalty: 5330.892090
	Iteration 17Q: 3 clusters Score -8263218 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -8263374.000000 Penalty: 5330.892090
	Iteration 18Q: 3 clusters Score -8263374 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8263464.500000 Penalty: 5330.892090
	Iteration 19Q: 3 clusters Score -8263464 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8263585.500000 Penalty: 5330.892090
	Iteration 20F: 3 clusters Score -8263586 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8263656.000000 Penalty: 5330.892090
	Iteration 21Q: 3 clusters Score -8263656 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8263743.000000 Penalty: 5330.892090
	Iteration 22Q: 3 clusters Score -8263743 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8263788.000000 Penalty: 5330.892090
	Iteration 23Q: 3 clusters Score -8263788 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -8263871.000000 Penalty: 5330.892090
	Iteration 24Q: 3 clusters Score -8263871 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8263917.500000 Penalty: 5330.892090
	Iteration 25Q: 3 clusters Score -8263918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8263977.500000 Penalty: 5330.892090
	Iteration 26Q: 3 clusters Score -8263978 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -8264025.500000 Penalty: 5330.892090
	Iteration 27Q: 3 clusters Score -8264026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8264068.500000 Penalty: 5330.892090
	Iteration 28Q: 3 clusters Score -8264068 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8264113.000000 Penalty: 5330.892090
	Iteration 29Q: 3 clusters Score -8264113 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8264156.500000 Penalty: 5330.892090
	Iteration 30Q: 3 clusters Score -8264156 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -8264222.000000 Penalty: 5330.892090
	Iteration 31Q: 3 clusters Score -8264222 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -8264237.000000 Penalty: 5330.892090
	Iteration 32Q: 3 clusters Score -8264237 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8264255.500000 Penalty: 5330.892090
	Iteration 33Q: 3 clusters Score -8264256 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8264295.000000 Penalty: 5330.892090
	Iteration 34Q: 3 clusters Score -8264295 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -8264322.000000 Penalty: 5330.892090
	Iteration 35Q: 3 clusters Score -8264322 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -8264351.500000 Penalty: 5330.892090
	Iteration 36Q: 3 clusters Score -8264352 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -8264335.000000 Penalty: 5330.892090
	Iteration 37Q: 3 clusters Score -8264335 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -8264354.000000 Penalty: 5330.892090
	Iteration 38Q: 3 clusters Score -8264354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -8264360.500000 Penalty: 5330.892090
	Iteration 39Q: 3 clusters Score -8264360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -8264368.500000 Penalty: 5330.892090
	Iteration 40F: 3 clusters Score -8264368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -8264404.500000 Penalty: 5330.892090
	Iteration 41Q: 3 clusters Score -8264404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -8264397.000000 Penalty: 5330.892090
	Iteration 42Q: 3 clusters Score -8264397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8264392.000000 Penalty: 5330.892090
	Iteration 43Q: 3 clusters Score -8264392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -8264401.500000 Penalty: 5330.892090
	Iteration 44Q: 3 clusters Score -8264402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8264418.000000 Penalty: 5330.892090
	Iteration 45Q: 3 clusters Score -8264418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -8264419.500000 Penalty: 5330.892090
	Iteration 46Q: 3 clusters Score -8264420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -8264423.000000 Penalty: 5330.892090
	Iteration 47Q: 3 clusters Score -8264423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -8264429.500000 Penalty: 5330.892090
	Iteration 48Q: 3 clusters Score -8264430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -8264427.500000 Penalty: 5330.892090
	Iteration 49Q: 3 clusters Score -8264428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -8264422.500000 Penalty: 5330.892090
	Iteration 50Q: 3 clusters Score -8264422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -8264418.500000 Penalty: 5330.892090
	Iteration 51Q: 3 clusters Score -8264418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -8264422.500000 Penalty: 5330.892090
	Iteration 52Q: 3 clusters Score -8264422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -8264430.000000 Penalty: 5330.892090
	Iteration 53Q: 3 clusters Score -8264430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -8264432.500000 Penalty: 5330.892090
	Iteration 54Q: 3 clusters Score -8264432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8264426.500000 Penalty: 5330.892090
	Iteration 55Q: 3 clusters Score -8264426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -8264433.000000 Penalty: 5330.892090
	Iteration 56Q: 3 clusters Score -8264433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -8264427.000000 Penalty: 5330.892090
	Iteration 57Q: 3 clusters Score -8264427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -8264427.000000 Penalty: 5330.892090
	Iteration 58Q: 3 clusters Score -8264427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8264427.500000 Penalty: 5330.892090
	Iteration 59Q: 3 clusters Score -8264428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -8264433.000000 Penalty: 5330.892090
	Iteration 60F: 3 clusters Score -8264433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -8264429.500000 Penalty: 5330.892090
	Iteration 61Q: 3 clusters Score -8264430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -8264437.000000 Penalty: 5330.892090
	Iteration 62Q: 3 clusters Score -8264437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -8264439.000000 Penalty: 5330.892090
	Iteration 63Q: 3 clusters Score -8264439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -8264438.000000 Penalty: 5330.892090
	Iteration 64Q: 3 clusters Score -8264438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -8264437.000000 Penalty: 5330.892090
	Iteration 65Q: 3 clusters Score -8264437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -8264424.500000 Penalty: 5330.892090
	Iteration 66Q: 3 clusters Score -8264424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8264442.000000 Penalty: 5330.892090
	Iteration 67Q: 3 clusters Score -8264442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -8264448.500000 Penalty: 5330.892090
	Iteration 68Q: 3 clusters Score -8264448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -8264450.500000 Penalty: 5330.892090
	Iteration 69Q: 3 clusters Score -8264450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8264444.000000 Penalty: 5330.892090
	Iteration 70Q: 3 clusters Score -8264444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -8264445.000000 Penalty: 5330.892090
	Iteration 71Q: 3 clusters Score -8264445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8264426.000000 Penalty: 5330.892090
	Iteration 72Q: 3 clusters Score -8264426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -8264430.000000 Penalty: 5330.892090
	Iteration 73Q: 3 clusters Score -8264430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -8264429.500000 Penalty: 5330.892090
	Iteration 74Q: 3 clusters Score -8264430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8264432.500000 Penalty: 5330.892090
	Iteration 75Q: 3 clusters Score -8264432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8264434.500000 Penalty: 5330.892090
	Iteration 76Q: 3 clusters Score -8264434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -8264441.500000 Penalty: 5330.892090
	Iteration 77Q: 3 clusters Score -8264442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -8264441.500000 Penalty: 5330.892090
	Iteration 78Q: 3 clusters Score -8264442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -8264443.000000 Penalty: 5330.892090
	Iteration 79Q: 3 clusters Score -8264443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -8264433.000000 Penalty: 5330.892090
	Iteration 80F: 3 clusters Score -8264433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -8264438.500000 Penalty: 5330.892090
	Iteration 81Q: 3 clusters Score -8264438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -8264437.000000 Penalty: 5330.892090
	Iteration 82Q: 3 clusters Score -8264437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -8264437.000000 Penalty: 5330.892090
	Iteration 83F: 3 clusters Score -8264437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Entering Unmasked Estep 
Score: -7502116.500000 Penalty: 2639.035889
	Iteration 0F: 2 clusters Score -7502116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -7474110.000000 Penalty: 5278.071777
	Iteration 0F: 3 clusters Score -7474110 nChanged 19092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -7484673.500000 Penalty: 5278.071777
	Iteration 1F: 3 clusters Score -7484674 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -7485299.500000 Penalty: 5278.071777
	Iteration 2Q: 3 clusters Score -7485300 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -7485921.000000 Penalty: 5278.071777
	Iteration 3Q: 3 clusters Score -7485921 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -7486626.500000 Penalty: 5278.071777
	Iteration 4Q: 3 clusters Score -7486626 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -7487377.500000 Penalty: 5278.071777
	Iteration 5Q: 3 clusters Score -7487378 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -7488453.500000 Penalty: 5278.071777
	Iteration 6Q: 3 clusters Score -7488454 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -7489731.500000 Penalty: 5278.071777
	Iteration 7Q: 3 clusters Score -7489732 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -7491159.500000 Penalty: 5278.071777
	Iteration 8F: 3 clusters Score -7491160 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -7492613.500000 Penalty: 5278.071777
	Iteration 9F: 3 clusters Score -7492614 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -7493744.000000 Penalty: 5278.071777
	Iteration 10Q: 3 clusters Score -7493744 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -7494543.500000 Penalty: 5278.071777
	Iteration 11Q: 3 clusters Score -7494544 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -7495188.500000 Penalty: 5278.071777
	Iteration 12Q: 3 clusters Score -7495188 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -7495692.000000 Penalty: 5278.071777
	Iteration 13Q: 3 clusters Score -7495692 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -7496136.000000 Penalty: 5278.071777
	Iteration 14Q: 3 clusters Score -7496136 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7496596.000000 Penalty: 5278.071777
	Iteration 15Q: 3 clusters Score -7496596 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -7496986.000000 Penalty: 5278.071777
	Iteration 16Q: 3 clusters Score -7496986 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -7497369.500000 Penalty: 5278.071777
	Iteration 17Q: 3 clusters Score -7497370 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -7497649.000000 Penalty: 5278.071777
	Iteration 18Q: 3 clusters Score -7497649 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7497923.500000 Penalty: 5278.071777
	Iteration 19Q: 3 clusters Score -7497924 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7498188.500000 Penalty: 5278.071777
	Iteration 20F: 3 clusters Score -7498188 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7498505.500000 Penalty: 5278.071777
	Iteration 21Q: 3 clusters Score -7498506 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7498763.500000 Penalty: 5278.071777
	Iteration 22Q: 3 clusters Score -7498764 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -7498958.500000 Penalty: 5278.071777
	Iteration 23Q: 3 clusters Score -7498958 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7499142.500000 Penalty: 5278.071777
	Iteration 24Q: 3 clusters Score -7499142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7499256.000000 Penalty: 5278.071777
	Iteration 25Q: 3 clusters Score -7499256 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7499338.000000 Penalty: 5278.071777
	Iteration 26Q: 3 clusters Score -7499338 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -7499418.000000 Penalty: 5278.071777
	Iteration 27Q: 3 clusters Score -7499418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7499462.000000 Penalty: 5278.071777
	Iteration 28Q: 3 clusters Score -7499462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -7499525.500000 Penalty: 5278.071777
	Iteration 29Q: 3 clusters Score -7499526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -7499579.500000 Penalty: 5278.071777
	Iteration 30Q: 3 clusters Score -7499580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -7499595.000000 Penalty: 5278.071777
	Iteration 31Q: 3 clusters Score -7499595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7499636.000000 Penalty: 5278.071777
	Iteration 32Q: 3 clusters Score -7499636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7499656.500000 Penalty: 5278.071777
	Iteration 33Q: 3 clusters Score -7499656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -7499668.000000 Penalty: 5278.071777
	Iteration 34Q: 3 clusters Score -7499668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -7499681.500000 Penalty: 5278.071777
	Iteration 35Q: 3 clusters Score -7499682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7499700.500000 Penalty: 5278.071777
	Iteration 36Q: 3 clusters Score -7499700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -7499722.000000 Penalty: 5278.071777
	Iteration 37Q: 3 clusters Score -7499722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -7499732.500000 Penalty: 5278.071777
	Iteration 38Q: 3 clusters Score -7499732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -7499751.500000 Penalty: 5278.071777
	Iteration 39Q: 3 clusters Score -7499752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -7499763.500000 Penalty: 5278.071777
	Iteration 40F: 3 clusters Score -7499764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -7499772.500000 Penalty: 5278.071777
	Iteration 41Q: 3 clusters Score -7499772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -7499776.000000 Penalty: 5278.071777
	Iteration 42Q: 3 clusters Score -7499776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7499779.000000 Penalty: 5278.071777
	Iteration 43Q: 3 clusters Score -7499779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -7499774.500000 Penalty: 5278.071777
	Iteration 44Q: 3 clusters Score -7499774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -7499785.000000 Penalty: 5278.071777
	Iteration 45Q: 3 clusters Score -7499785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -7499777.000000 Penalty: 5278.071777
	Iteration 46Q: 3 clusters Score -7499777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7499782.500000 Penalty: 5278.071777
	Iteration 47Q: 3 clusters Score -7499782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -7499787.000000 Penalty: 5278.071777
	Iteration 48Q: 3 clusters Score -7499787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -7499790.500000 Penalty: 5278.071777
	Iteration 49Q: 3 clusters Score -7499790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -7499792.000000 Penalty: 5278.071777
	Iteration 50Q: 3 clusters Score -7499792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -7499793.500000 Penalty: 5278.071777
	Iteration 51Q: 3 clusters Score -7499794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -7499796.000000 Penalty: 5278.071777
	Iteration 52Q: 3 clusters Score -7499796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -7499791.500000 Penalty: 5278.071777
	Iteration 53Q: 3 clusters Score -7499792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -7499791.500000 Penalty: 5278.071777
	Iteration 54F: 3 clusters Score -7499792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Entering Unmasked Estep 
Score: -7548350.000000 Penalty: 2639.077148
	Iteration 0F: 2 clusters Score -7548350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -7520528.500000 Penalty: 5278.154297
	Iteration 0F: 3 clusters Score -7520528 nChanged 19114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -7530926.000000 Penalty: 5278.154297
	Iteration 1F: 3 clusters Score -7530926 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -7531397.500000 Penalty: 5278.154297
	Iteration 2Q: 3 clusters Score -7531398 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7531773.500000 Penalty: 5278.154297
	Iteration 3Q: 3 clusters Score -7531774 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -7532162.000000 Penalty: 5278.154297
	Iteration 4Q: 3 clusters Score -7532162 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -7532605.500000 Penalty: 5278.154297
	Iteration 5Q: 3 clusters Score -7532606 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -7533175.500000 Penalty: 5278.154297
	Iteration 6Q: 3 clusters Score -7533176 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -7534107.000000 Penalty: 5278.154297
	Iteration 7Q: 3 clusters Score -7534107 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -7535474.000000 Penalty: 5278.154297
	Iteration 8F: 3 clusters Score -7535474 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7537486.000000 Penalty: 5278.154297
	Iteration 9F: 3 clusters Score -7537486 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -7539778.000000 Penalty: 5278.154297
	Iteration 10F: 3 clusters Score -7539778 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7541996.500000 Penalty: 5278.154297
	Iteration 11F: 3 clusters Score -7541996 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -7543713.000000 Penalty: 5278.154297
	Iteration 12Q: 3 clusters Score -7543713 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -7544809.000000 Penalty: 5278.154297
	Iteration 13Q: 3 clusters Score -7544809 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -7545372.000000 Penalty: 5278.154297
	Iteration 14Q: 3 clusters Score -7545372 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -7545664.500000 Penalty: 5278.154297
	Iteration 15Q: 3 clusters Score -7545664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -7545807.000000 Penalty: 5278.154297
	Iteration 16Q: 3 clusters Score -7545807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7545903.500000 Penalty: 5278.154297
	Iteration 17Q: 3 clusters Score -7545904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -7545948.000000 Penalty: 5278.154297
	Iteration 18Q: 3 clusters Score -7545948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7545986.000000 Penalty: 5278.154297
	Iteration 19Q: 3 clusters Score -7545986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7545996.000000 Penalty: 5278.154297
	Iteration 20F: 3 clusters Score -7545996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7546007.500000 Penalty: 5278.154297
	Iteration 21Q: 3 clusters Score -7546008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -7546008.500000 Penalty: 5278.154297
	Iteration 22Q: 3 clusters Score -7546008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -7546012.500000 Penalty: 5278.154297
	Iteration 23Q: 3 clusters Score -7546012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -7546016.500000 Penalty: 5278.154297
	Iteration 24Q: 3 clusters Score -7546016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -7546024.500000 Penalty: 5278.154297
	Iteration 25Q: 3 clusters Score -7546024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7546036.000000 Penalty: 5278.154297
	Iteration 26Q: 3 clusters Score -7546036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -7546055.500000 Penalty: 5278.154297
	Iteration 27Q: 3 clusters Score -7546056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7546059.000000 Penalty: 5278.154297
	Iteration 28Q: 3 clusters Score -7546059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7546063.500000 Penalty: 5278.154297
	Iteration 29Q: 3 clusters Score -7546064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7546065.500000 Penalty: 5278.154297
	Iteration 30Q: 3 clusters Score -7546066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7546072.500000 Penalty: 5278.154297
	Iteration 31Q: 3 clusters Score -7546072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -7546075.000000 Penalty: 5278.154297
	Iteration 32Q: 3 clusters Score -7546075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -7546074.500000 Penalty: 5278.154297
	Iteration 33Q: 3 clusters Score -7546074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -7546073.000000 Penalty: 5278.154297
	Iteration 34Q: 3 clusters Score -7546073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7546074.500000 Penalty: 5278.154297
	Iteration 35Q: 3 clusters Score -7546074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7546074.500000 Penalty: 5278.154297
	Iteration 36F: 3 clusters Score -7546074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Entering Unmasked Estep 
Score: -2705963.500000 Penalty: 2384.223389
	Iteration 0F: 2 clusters Score -2705964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2695242.500000 Penalty: 4768.446777
	Iteration 0F: 3 clusters Score -2695242 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2698622.750000 Penalty: 4768.446777
	Iteration 1F: 3 clusters Score -2698623 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2698919.000000 Penalty: 4768.446777
	Iteration 2F: 3 clusters Score -2698919 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2699126.000000 Penalty: 4768.446777
	Iteration 3Q: 3 clusters Score -2699126 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2699303.250000 Penalty: 4768.446777
	Iteration 4Q: 3 clusters Score -2699303 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2699453.250000 Penalty: 4768.446777
	Iteration 5Q: 3 clusters Score -2699453 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2699598.250000 Penalty: 4768.446777
	Iteration 6Q: 3 clusters Score -2699598 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2699757.750000 Penalty: 4768.446777
	Iteration 7Q: 3 clusters Score -2699758 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2699972.500000 Penalty: 4768.446777
	Iteration 8Q: 3 clusters Score -2699972 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2700275.750000 Penalty: 4768.446777
	Iteration 9Q: 3 clusters Score -2700276 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2700667.500000 Penalty: 4768.446777
	Iteration 10Q: 3 clusters Score -2700668 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2701188.250000 Penalty: 4768.446777
	Iteration 11Q: 3 clusters Score -2701188 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2701783.500000 Penalty: 4768.446777
	Iteration 12F: 3 clusters Score -2701784 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2702409.750000 Penalty: 4768.446777
	Iteration 13F: 3 clusters Score -2702410 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2702940.250000 Penalty: 4768.446777
	Iteration 14Q: 3 clusters Score -2702940 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2703306.250000 Penalty: 4768.446777
	Iteration 15Q: 3 clusters Score -2703306 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2703520.250000 Penalty: 4768.446777
	Iteration 16Q: 3 clusters Score -2703520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2703654.750000 Penalty: 4768.446777
	Iteration 17Q: 3 clusters Score -2703655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2703735.250000 Penalty: 4768.446777
	Iteration 18Q: 3 clusters Score -2703735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2703787.750000 Penalty: 4768.446777
	Iteration 19Q: 3 clusters Score -2703788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2703799.750000 Penalty: 4768.446777
	Iteration 20F: 3 clusters Score -2703800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2703803.000000 Penalty: 4768.446777
	Iteration 21Q: 3 clusters Score -2703803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2703807.750000 Penalty: 4768.446777
	Iteration 22Q: 3 clusters Score -2703808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2703817.500000 Penalty: 4768.446777
	Iteration 23Q: 3 clusters Score -2703818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2703828.250000 Penalty: 4768.446777
	Iteration 24Q: 3 clusters Score -2703828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2703836.500000 Penalty: 4768.446777
	Iteration 25Q: 3 clusters Score -2703836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2703840.500000 Penalty: 4768.446777
	Iteration 26Q: 3 clusters Score -2703840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2703837.750000 Penalty: 4768.446777
	Iteration 27Q: 3 clusters Score -2703838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2703845.000000 Penalty: 4768.446777
	Iteration 28Q: 3 clusters Score -2703845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2703846.500000 Penalty: 4768.446777
	Iteration 29Q: 3 clusters Score -2703846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2703846.500000 Penalty: 4768.446777
	Iteration 30F: 3 clusters Score -2703846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -1066476.250000 Penalty: 2160.968262
	Iteration 0F: 2 clusters Score -1066476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1061349.875000 Penalty: 4321.936523
	Iteration 0F: 3 clusters Score -1061350 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1062738.750000 Penalty: 4321.936523
	Iteration 1F: 3 clusters Score -1062739 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1063037.375000 Penalty: 4321.936523
	Iteration 2F: 3 clusters Score -1063037 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1063329.000000 Penalty: 4321.936523
	Iteration 3F: 3 clusters Score -1063329 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1063622.875000 Penalty: 4321.936523
	Iteration 4F: 3 clusters Score -1063623 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1063893.250000 Penalty: 4321.936523
	Iteration 5F: 3 clusters Score -1063893 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1064153.000000 Penalty: 4321.936523
	Iteration 6F: 3 clusters Score -1064153 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1064375.000000 Penalty: 4321.936523
	Iteration 7Q: 3 clusters Score -1064375 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1064559.250000 Penalty: 4321.936523
	Iteration 8Q: 3 clusters Score -1064559 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1064718.875000 Penalty: 4321.936523
	Iteration 9Q: 3 clusters Score -1064719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1064815.375000 Penalty: 4321.936523
	Iteration 10Q: 3 clusters Score -1064815 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1064881.125000 Penalty: 4321.936523
	Iteration 11Q: 3 clusters Score -1064881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1064942.250000 Penalty: 4321.936523
	Iteration 12Q: 3 clusters Score -1064942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1064996.875000 Penalty: 4321.936523
	Iteration 13Q: 3 clusters Score -1064997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1065036.250000 Penalty: 4321.936523
	Iteration 14Q: 3 clusters Score -1065036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1065069.000000 Penalty: 4321.936523
	Iteration 15Q: 3 clusters Score -1065069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1065094.125000 Penalty: 4321.936523
	Iteration 16Q: 3 clusters Score -1065094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1065124.750000 Penalty: 4321.936523
	Iteration 17Q: 3 clusters Score -1065125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1065151.250000 Penalty: 4321.936523
	Iteration 18Q: 3 clusters Score -1065151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1065169.500000 Penalty: 4321.936523
	Iteration 19Q: 3 clusters Score -1065170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1065183.500000 Penalty: 4321.936523
	Iteration 20F: 3 clusters Score -1065184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1065195.625000 Penalty: 4321.936523
	Iteration 21Q: 3 clusters Score -1065196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1065204.500000 Penalty: 4321.936523
	Iteration 22Q: 3 clusters Score -1065204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1065211.500000 Penalty: 4321.936523
	Iteration 23Q: 3 clusters Score -1065212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1065214.125000 Penalty: 4321.936523
	Iteration 24Q: 3 clusters Score -1065214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1065216.000000 Penalty: 4321.936523
	Iteration 25Q: 3 clusters Score -1065216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1065219.000000 Penalty: 4321.936523
	Iteration 26Q: 3 clusters Score -1065219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1065218.875000 Penalty: 4321.936523
	Iteration 27Q: 3 clusters Score -1065219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1065220.250000 Penalty: 4321.936523
	Iteration 28Q: 3 clusters Score -1065220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1065219.875000 Penalty: 4321.936523
	Iteration 29Q: 3 clusters Score -1065220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1065219.875000 Penalty: 4321.936523
	Iteration 30Q: 3 clusters Score -1065220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1065219.875000 Penalty: 4321.936523
	Iteration 31F: 3 clusters Score -1065220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Entering Unmasked Estep 
Score: -7681729.000000 Penalty: 2646.827637
	Iteration 0F: 2 clusters Score -7681729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -7653033.500000 Penalty: 5293.655273
	Iteration 0F: 3 clusters Score -7653034 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -7663877.500000 Penalty: 5293.655273
	Iteration 1F: 3 clusters Score -7663878 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7664395.000000 Penalty: 5293.655273
	Iteration 2Q: 3 clusters Score -7664395 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -7665002.000000 Penalty: 5293.655273
	Iteration 3Q: 3 clusters Score -7665002 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -7665785.500000 Penalty: 5293.655273
	Iteration 4Q: 3 clusters Score -7665786 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -7666806.000000 Penalty: 5293.655273
	Iteration 5F: 3 clusters Score -7666806 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -7668270.000000 Penalty: 5293.655273
	Iteration 6F: 3 clusters Score -7668270 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -7670162.500000 Penalty: 5293.655273
	Iteration 7F: 3 clusters Score -7670162 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -7672396.000000 Penalty: 5293.655273
	Iteration 8F: 3 clusters Score -7672396 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -7674369.000000 Penalty: 5293.655273
	Iteration 9F: 3 clusters Score -7674369 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -7675847.500000 Penalty: 5293.655273
	Iteration 10Q: 3 clusters Score -7675848 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -7676972.000000 Penalty: 5293.655273
	Iteration 11Q: 3 clusters Score -7676972 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7677804.000000 Penalty: 5293.655273
	Iteration 12Q: 3 clusters Score -7677804 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -7678361.500000 Penalty: 5293.655273
	Iteration 13Q: 3 clusters Score -7678362 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -7678795.500000 Penalty: 5293.655273
	Iteration 14Q: 3 clusters Score -7678796 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -7679072.500000 Penalty: 5293.655273
	Iteration 15Q: 3 clusters Score -7679072 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -7679254.000000 Penalty: 5293.655273
	Iteration 16Q: 3 clusters Score -7679254 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -7679364.000000 Penalty: 5293.655273
	Iteration 17Q: 3 clusters Score -7679364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -7679452.500000 Penalty: 5293.655273
	Iteration 18Q: 3 clusters Score -7679452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -7679492.500000 Penalty: 5293.655273
	Iteration 19Q: 3 clusters Score -7679492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -7679544.500000 Penalty: 5293.655273
	Iteration 20F: 3 clusters Score -7679544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -7679568.500000 Penalty: 5293.655273
	Iteration 21Q: 3 clusters Score -7679568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -7679595.500000 Penalty: 5293.655273
	Iteration 22Q: 3 clusters Score -7679596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -7679606.500000 Penalty: 5293.655273
	Iteration 23Q: 3 clusters Score -7679606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -7679616.500000 Penalty: 5293.655273
	Iteration 24Q: 3 clusters Score -7679616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -7679618.500000 Penalty: 5293.655273
	Iteration 25Q: 3 clusters Score -7679618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -7679615.000000 Penalty: 5293.655273
	Iteration 26Q: 3 clusters Score -7679615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -7679627.000000 Penalty: 5293.655273
	Iteration 27Q: 3 clusters Score -7679627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7679629.500000 Penalty: 5293.655273
	Iteration 28Q: 3 clusters Score -7679630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7679630.000000 Penalty: 5293.655273
	Iteration 29Q: 3 clusters Score -7679630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -7679631.500000 Penalty: 5293.655273
	Iteration 30Q: 3 clusters Score -7679632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -7679627.500000 Penalty: 5293.655273
	Iteration 31Q: 3 clusters Score -7679628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -7679624.000000 Penalty: 5293.655273
	Iteration 32Q: 3 clusters Score -7679624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -7679624.000000 Penalty: 5293.655273
	Iteration 33F: 3 clusters Score -7679624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Entering Unmasked Estep 
Score: -8227940.000000 Penalty: 2659.637939
	Iteration 0F: 2 clusters Score -8227940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8198761.000000 Penalty: 5319.275879
	Iteration 0F: 3 clusters Score -8198761 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -8210097.000000 Penalty: 5319.275879
	Iteration 1F: 3 clusters Score -8210097 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -8210914.500000 Penalty: 5319.275879
	Iteration 2Q: 3 clusters Score -8210914 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -8211942.500000 Penalty: 5319.275879
	Iteration 3F: 3 clusters Score -8211942 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -8213580.000000 Penalty: 5319.275879
	Iteration 4F: 3 clusters Score -8213580 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -8216038.500000 Penalty: 5319.275879
	Iteration 5F: 3 clusters Score -8216038 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -8219462.000000 Penalty: 5319.275879
	Iteration 6F: 3 clusters Score -8219462 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -8222689.500000 Penalty: 5319.275879
	Iteration 7F: 3 clusters Score -8222690 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8224442.000000 Penalty: 5319.275879
	Iteration 8Q: 3 clusters Score -8224442 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8225100.000000 Penalty: 5319.275879
	Iteration 9Q: 3 clusters Score -8225100 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -8225324.000000 Penalty: 5319.275879
	Iteration 10Q: 3 clusters Score -8225324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8225449.000000 Penalty: 5319.275879
	Iteration 11Q: 3 clusters Score -8225449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -8225501.000000 Penalty: 5319.275879
	Iteration 12Q: 3 clusters Score -8225501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -8225537.500000 Penalty: 5319.275879
	Iteration 13Q: 3 clusters Score -8225538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8225558.500000 Penalty: 5319.275879
	Iteration 14Q: 3 clusters Score -8225558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8225566.500000 Penalty: 5319.275879
	Iteration 15Q: 3 clusters Score -8225566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8225574.500000 Penalty: 5319.275879
	Iteration 16Q: 3 clusters Score -8225574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8225578.000000 Penalty: 5319.275879
	Iteration 17Q: 3 clusters Score -8225578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8225578.000000 Penalty: 5319.275879
	Iteration 18F: 3 clusters Score -8225578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (43065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Entering Unmasked Estep 
Score: -7888824.500000 Penalty: 2646.275391
	Iteration 0F: 2 clusters Score -7888824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -7861202.500000 Penalty: 5292.550781
	Iteration 0F: 3 clusters Score -7861202 nChanged 19568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -7872105.000000 Penalty: 5292.550781
	Iteration 1F: 3 clusters Score -7872105 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -7872640.000000 Penalty: 5292.550781
	Iteration 2Q: 3 clusters Score -7872640 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -7873096.000000 Penalty: 5292.550781
	Iteration 3Q: 3 clusters Score -7873096 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -7873567.000000 Penalty: 5292.550781
	Iteration 4Q: 3 clusters Score -7873567 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7873929.000000 Penalty: 5292.550781
	Iteration 5Q: 3 clusters Score -7873929 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7874364.500000 Penalty: 5292.550781
	Iteration 6Q: 3 clusters Score -7874364 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -7874880.500000 Penalty: 5292.550781
	Iteration 7Q: 3 clusters Score -7874880 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -7875545.000000 Penalty: 5292.550781
	Iteration 8Q: 3 clusters Score -7875545 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -7876316.000000 Penalty: 5292.550781
	Iteration 9Q: 3 clusters Score -7876316 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -7877333.500000 Penalty: 5292.550781
	Iteration 10Q: 3 clusters Score -7877334 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -7878609.500000 Penalty: 5292.550781
	Iteration 11Q: 3 clusters Score -7878610 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -7879855.500000 Penalty: 5292.550781
	Iteration 12Q: 3 clusters Score -7879856 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -7880828.000000 Penalty: 5292.550781
	Iteration 13Q: 3 clusters Score -7880828 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -7881256.000000 Penalty: 5292.550781
	Iteration 14Q: 3 clusters Score -7881256 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -7881493.000000 Penalty: 5292.550781
	Iteration 15Q: 3 clusters Score -7881493 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -7881686.500000 Penalty: 5292.550781
	Iteration 16Q: 3 clusters Score -7881686 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -7881770.500000 Penalty: 5292.550781
	Iteration 17Q: 3 clusters Score -7881770 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -7881810.500000 Penalty: 5292.550781
	Iteration 18Q: 3 clusters Score -7881810 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -7881875.500000 Penalty: 5292.550781
	Iteration 19Q: 3 clusters Score -7881876 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -7881959.500000 Penalty: 5292.550781
	Iteration 20F: 3 clusters Score -7881960 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -7882049.000000 Penalty: 5292.550781
	Iteration 21Q: 3 clusters Score -7882049 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -7882117.000000 Penalty: 5292.550781
	Iteration 22Q: 3 clusters Score -7882117 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -7882178.500000 Penalty: 5292.550781
	Iteration 23Q: 3 clusters Score -7882178 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -7882229.000000 Penalty: 5292.550781
	Iteration 24Q: 3 clusters Score -7882229 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -7882323.000000 Penalty: 5292.550781
	Iteration 25Q: 3 clusters Score -7882323 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -7882364.500000 Penalty: 5292.550781
	Iteration 26Q: 3 clusters Score -7882364 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -7882441.500000 Penalty: 5292.550781
	Iteration 27Q: 3 clusters Score -7882442 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -7882556.000000 Penalty: 5292.550781
	Iteration 28Q: 3 clusters Score -7882556 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -7882653.500000 Penalty: 5292.550781
	Iteration 29Q: 3 clusters Score -7882654 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7882740.500000 Penalty: 5292.550781
	Iteration 30Q: 3 clusters Score -7882740 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -7882829.000000 Penalty: 5292.550781
	Iteration 31Q: 3 clusters Score -7882829 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -7882878.000000 Penalty: 5292.550781
	Iteration 32Q: 3 clusters Score -7882878 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -7882974.500000 Penalty: 5292.550781
	Iteration 33Q: 3 clusters Score -7882974 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -7883095.500000 Penalty: 5292.550781
	Iteration 34Q: 3 clusters Score -7883096 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -7883242.000000 Penalty: 5292.550781
	Iteration 35Q: 3 clusters Score -7883242 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -7883377.500000 Penalty: 5292.550781
	Iteration 36Q: 3 clusters Score -7883378 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -7883486.500000 Penalty: 5292.550781
	Iteration 37Q: 3 clusters Score -7883486 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -7883620.000000 Penalty: 5292.550781
	Iteration 38Q: 3 clusters Score -7883620 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -7883778.500000 Penalty: 5292.550781
	Iteration 39Q: 3 clusters Score -7883778 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -7883921.000000 Penalty: 5292.550781
	Iteration 40F: 3 clusters Score -7883921 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -7884081.500000 Penalty: 5292.550781
	Iteration 41Q: 3 clusters Score -7884082 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -7884204.000000 Penalty: 5292.550781
	Iteration 42Q: 3 clusters Score -7884204 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -7884337.500000 Penalty: 5292.550781
	Iteration 43Q: 3 clusters Score -7884338 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -7884489.000000 Penalty: 5292.550781
	Iteration 44Q: 3 clusters Score -7884489 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -7884642.000000 Penalty: 5292.550781
	Iteration 45Q: 3 clusters Score -7884642 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -7884772.000000 Penalty: 5292.550781
	Iteration 46Q: 3 clusters Score -7884772 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -7884918.000000 Penalty: 5292.550781
	Iteration 47Q: 3 clusters Score -7884918 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -7885068.000000 Penalty: 5292.550781
	Iteration 48Q: 3 clusters Score -7885068 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -7885238.000000 Penalty: 5292.550781
	Iteration 49Q: 3 clusters Score -7885238 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -7885395.500000 Penalty: 5292.550781
	Iteration 50Q: 3 clusters Score -7885396 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7885575.500000 Penalty: 5292.550781
	Iteration 51Q: 3 clusters Score -7885576 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7885697.500000 Penalty: 5292.550781
	Iteration 52Q: 3 clusters Score -7885698 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -7885817.000000 Penalty: 5292.550781
	Iteration 53Q: 3 clusters Score -7885817 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7885934.500000 Penalty: 5292.550781
	Iteration 54Q: 3 clusters Score -7885934 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7886062.000000 Penalty: 5292.550781
	Iteration 55Q: 3 clusters Score -7886062 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7886159.500000 Penalty: 5292.550781
	Iteration 56Q: 3 clusters Score -7886160 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7886246.500000 Penalty: 5292.550781
	Iteration 57Q: 3 clusters Score -7886246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7886334.500000 Penalty: 5292.550781
	Iteration 58Q: 3 clusters Score -7886334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7886369.000000 Penalty: 5292.550781
	Iteration 59Q: 3 clusters Score -7886369 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7886417.000000 Penalty: 5292.550781
	Iteration 60F: 3 clusters Score -7886417 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7886481.000000 Penalty: 5292.550781
	Iteration 61Q: 3 clusters Score -7886481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7886495.000000 Penalty: 5292.550781
	Iteration 62Q: 3 clusters Score -7886495 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7886506.500000 Penalty: 5292.550781
	Iteration 63Q: 3 clusters Score -7886506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7886526.500000 Penalty: 5292.550781
	Iteration 64Q: 3 clusters Score -7886526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7886558.000000 Penalty: 5292.550781
	Iteration 65Q: 3 clusters Score -7886558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7886559.500000 Penalty: 5292.550781
	Iteration 66Q: 3 clusters Score -7886560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7886584.000000 Penalty: 5292.550781
	Iteration 67Q: 3 clusters Score -7886584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7886608.500000 Penalty: 5292.550781
	Iteration 68Q: 3 clusters Score -7886608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7886614.000000 Penalty: 5292.550781
	Iteration 69Q: 3 clusters Score -7886614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7886624.500000 Penalty: 5292.550781
	Iteration 70Q: 3 clusters Score -7886624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7886623.000000 Penalty: 5292.550781
	Iteration 71Q: 3 clusters Score -7886623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7886628.500000 Penalty: 5292.550781
	Iteration 72Q: 3 clusters Score -7886628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7886637.500000 Penalty: 5292.550781
	Iteration 73Q: 3 clusters Score -7886638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7886637.500000 Penalty: 5292.550781
	Iteration 74Q: 3 clusters Score -7886638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7886638.000000 Penalty: 5292.550781
	Iteration 75Q: 3 clusters Score -7886638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7886644.000000 Penalty: 5292.550781
	Iteration 76Q: 3 clusters Score -7886644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7886643.500000 Penalty: 5292.550781
	Iteration 77Q: 3 clusters Score -7886644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7886656.500000 Penalty: 5292.550781
	Iteration 78Q: 3 clusters Score -7886656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7886656.500000 Penalty: 5292.550781
	Iteration 79Q: 3 clusters Score -7886656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7886661.000000 Penalty: 5292.550781
	Iteration 80F: 3 clusters Score -7886661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7886666.000000 Penalty: 5292.550781
	Iteration 81Q: 3 clusters Score -7886666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7886661.000000 Penalty: 5292.550781
	Iteration 82Q: 3 clusters Score -7886661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7886678.500000 Penalty: 5292.550781
	Iteration 83Q: 3 clusters Score -7886678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7886663.500000 Penalty: 5292.550781
	Iteration 84Q: 3 clusters Score -7886664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7886665.000000 Penalty: 5292.550781
	Iteration 85Q: 3 clusters Score -7886665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7886680.500000 Penalty: 5292.550781
	Iteration 86Q: 3 clusters Score -7886680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7886677.000000 Penalty: 5292.550781
	Iteration 87Q: 3 clusters Score -7886677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7886679.500000 Penalty: 5292.550781
	Iteration 88Q: 3 clusters Score -7886680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7886679.000000 Penalty: 5292.550781
	Iteration 89Q: 3 clusters Score -7886679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7886674.500000 Penalty: 5292.550781
	Iteration 90Q: 3 clusters Score -7886674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7886683.000000 Penalty: 5292.550781
	Iteration 91Q: 3 clusters Score -7886683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7886673.000000 Penalty: 5292.550781
	Iteration 92Q: 3 clusters Score -7886673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7886679.500000 Penalty: 5292.550781
	Iteration 93Q: 3 clusters Score -7886680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7886678.000000 Penalty: 5292.550781
	Iteration 94Q: 3 clusters Score -7886678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7886678.000000 Penalty: 5292.550781
	Iteration 95F: 3 clusters Score -7886678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (43349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Entering Unmasked Estep 
Score: -7734911.500000 Penalty: 2647.905762
	Iteration 0F: 2 clusters Score -7734912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -7705918.500000 Penalty: 5295.811523
	Iteration 0F: 3 clusters Score -7705918 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -7716842.000000 Penalty: 5295.811523
	Iteration 1F: 3 clusters Score -7716842 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -7717479.500000 Penalty: 5295.811523
	Iteration 2Q: 3 clusters Score -7717480 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -7718063.000000 Penalty: 5295.811523
	Iteration 3Q: 3 clusters Score -7718063 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7718719.500000 Penalty: 5295.811523
	Iteration 4Q: 3 clusters Score -7718720 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -7719477.500000 Penalty: 5295.811523
	Iteration 5Q: 3 clusters Score -7719478 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -7720413.000000 Penalty: 5295.811523
	Iteration 6Q: 3 clusters Score -7720413 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -7721534.500000 Penalty: 5295.811523
	Iteration 7Q: 3 clusters Score -7721534 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -7722859.500000 Penalty: 5295.811523
	Iteration 8Q: 3 clusters Score -7722860 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -7724370.500000 Penalty: 5295.811523
	Iteration 9F: 3 clusters Score -7724370 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -7725747.000000 Penalty: 5295.811523
	Iteration 10F: 3 clusters Score -7725747 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -7726908.000000 Penalty: 5295.811523
	Iteration 11Q: 3 clusters Score -7726908 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -7727860.000000 Penalty: 5295.811523
	Iteration 12Q: 3 clusters Score -7727860 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -7728587.000000 Penalty: 5295.811523
	Iteration 13Q: 3 clusters Score -7728587 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -7729216.000000 Penalty: 5295.811523
	Iteration 14Q: 3 clusters Score -7729216 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -7729766.000000 Penalty: 5295.811523
	Iteration 15Q: 3 clusters Score -7729766 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -7730235.500000 Penalty: 5295.811523
	Iteration 16Q: 3 clusters Score -7730236 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -7730608.000000 Penalty: 5295.811523
	Iteration 17Q: 3 clusters Score -7730608 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -7730970.500000 Penalty: 5295.811523
	Iteration 18Q: 3 clusters Score -7730970 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -7731245.000000 Penalty: 5295.811523
	Iteration 19Q: 3 clusters Score -7731245 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7731472.000000 Penalty: 5295.811523
	Iteration 20F: 3 clusters Score -7731472 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7731627.000000 Penalty: 5295.811523
	Iteration 21Q: 3 clusters Score -7731627 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7731763.500000 Penalty: 5295.811523
	Iteration 22Q: 3 clusters Score -7731764 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7731856.500000 Penalty: 5295.811523
	Iteration 23Q: 3 clusters Score -7731856 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7731961.500000 Penalty: 5295.811523
	Iteration 24Q: 3 clusters Score -7731962 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7732036.500000 Penalty: 5295.811523
	Iteration 25Q: 3 clusters Score -7732036 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7732090.500000 Penalty: 5295.811523
	Iteration 26Q: 3 clusters Score -7732090 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7732134.000000 Penalty: 5295.811523
	Iteration 27Q: 3 clusters Score -7732134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7732185.000000 Penalty: 5295.811523
	Iteration 28Q: 3 clusters Score -7732185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7732224.000000 Penalty: 5295.811523
	Iteration 29Q: 3 clusters Score -7732224 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7732290.000000 Penalty: 5295.811523
	Iteration 30Q: 3 clusters Score -7732290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7732320.500000 Penalty: 5295.811523
	Iteration 31Q: 3 clusters Score -7732320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7732348.500000 Penalty: 5295.811523
	Iteration 32Q: 3 clusters Score -7732348 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7732390.000000 Penalty: 5295.811523
	Iteration 33Q: 3 clusters Score -7732390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7732412.500000 Penalty: 5295.811523
	Iteration 34Q: 3 clusters Score -7732412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7732436.500000 Penalty: 5295.811523
	Iteration 35Q: 3 clusters Score -7732436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7732461.500000 Penalty: 5295.811523
	Iteration 36Q: 3 clusters Score -7732462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7732509.000000 Penalty: 5295.811523
	Iteration 37Q: 3 clusters Score -7732509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7732534.500000 Penalty: 5295.811523
	Iteration 38Q: 3 clusters Score -7732534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7732560.000000 Penalty: 5295.811523
	Iteration 39Q: 3 clusters Score -7732560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7732592.500000 Penalty: 5295.811523
	Iteration 40F: 3 clusters Score -7732592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7732610.500000 Penalty: 5295.811523
	Iteration 41Q: 3 clusters Score -7732610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7732608.500000 Penalty: 5295.811523
	Iteration 42Q: 3 clusters Score -7732608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7732624.500000 Penalty: 5295.811523
	Iteration 43Q: 3 clusters Score -7732624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7732651.000000 Penalty: 5295.811523
	Iteration 44Q: 3 clusters Score -7732651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7732641.000000 Penalty: 5295.811523
	Iteration 45Q: 3 clusters Score -7732641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7732660.000000 Penalty: 5295.811523
	Iteration 46Q: 3 clusters Score -7732660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7732663.500000 Penalty: 5295.811523
	Iteration 47Q: 3 clusters Score -7732664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7732680.500000 Penalty: 5295.811523
	Iteration 48Q: 3 clusters Score -7732680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7732688.500000 Penalty: 5295.811523
	Iteration 49Q: 3 clusters Score -7732688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7732692.500000 Penalty: 5295.811523
	Iteration 50Q: 3 clusters Score -7732692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7732701.000000 Penalty: 5295.811523
	Iteration 51Q: 3 clusters Score -7732701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7732705.000000 Penalty: 5295.811523
	Iteration 52Q: 3 clusters Score -7732705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7732701.000000 Penalty: 5295.811523
	Iteration 53Q: 3 clusters Score -7732701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7732705.000000 Penalty: 5295.811523
	Iteration 54Q: 3 clusters Score -7732705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7732720.500000 Penalty: 5295.811523
	Iteration 55Q: 3 clusters Score -7732720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7732721.500000 Penalty: 5295.811523
	Iteration 56Q: 3 clusters Score -7732722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7732739.000000 Penalty: 5295.811523
	Iteration 57Q: 3 clusters Score -7732739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7732741.500000 Penalty: 5295.811523
	Iteration 58Q: 3 clusters Score -7732742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7732739.500000 Penalty: 5295.811523
	Iteration 59Q: 3 clusters Score -7732740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7732743.000000 Penalty: 5295.811523
	Iteration 60F: 3 clusters Score -7732743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7732745.000000 Penalty: 5295.811523
	Iteration 61Q: 3 clusters Score -7732745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7732757.000000 Penalty: 5295.811523
	Iteration 62Q: 3 clusters Score -7732757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7732757.000000 Penalty: 5295.811523
	Iteration 63Q: 3 clusters Score -7732757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7732759.000000 Penalty: 5295.811523
	Iteration 64Q: 3 clusters Score -7732759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7732767.000000 Penalty: 5295.811523
	Iteration 65Q: 3 clusters Score -7732767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7732780.500000 Penalty: 5295.811523
	Iteration 66Q: 3 clusters Score -7732780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7732783.000000 Penalty: 5295.811523
	Iteration 67Q: 3 clusters Score -7732783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7732794.000000 Penalty: 5295.811523
	Iteration 68Q: 3 clusters Score -7732794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7732792.500000 Penalty: 5295.811523
	Iteration 69Q: 3 clusters Score -7732792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7732796.000000 Penalty: 5295.811523
	Iteration 70Q: 3 clusters Score -7732796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7732795.500000 Penalty: 5295.811523
	Iteration 71Q: 3 clusters Score -7732796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7732798.000000 Penalty: 5295.811523
	Iteration 72Q: 3 clusters Score -7732798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7732807.000000 Penalty: 5295.811523
	Iteration 73Q: 3 clusters Score -7732807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7732809.000000 Penalty: 5295.811523
	Iteration 74Q: 3 clusters Score -7732809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7732806.500000 Penalty: 5295.811523
	Iteration 75Q: 3 clusters Score -7732806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7732802.000000 Penalty: 5295.811523
	Iteration 76Q: 3 clusters Score -7732802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7732800.500000 Penalty: 5295.811523
	Iteration 77Q: 3 clusters Score -7732800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7732800.500000 Penalty: 5295.811523
	Iteration 78Q: 3 clusters Score -7732800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7732808.500000 Penalty: 5295.811523
	Iteration 79Q: 3 clusters Score -7732808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7732816.500000 Penalty: 5295.811523
	Iteration 80F: 3 clusters Score -7732816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7732815.000000 Penalty: 5295.811523
	Iteration 81Q: 3 clusters Score -7732815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7732812.500000 Penalty: 5295.811523
	Iteration 82Q: 3 clusters Score -7732812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7732812.000000 Penalty: 5295.811523
	Iteration 83Q: 3 clusters Score -7732812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7732812.000000 Penalty: 5295.811523
	Iteration 84F: 3 clusters Score -7732812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Entering Unmasked Estep 
Score: -1407092.500000 Penalty: 2239.473633
	Iteration 0F: 2 clusters Score -1407092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1400496.125000 Penalty: 4478.947266
	Iteration 0F: 3 clusters Score -1400496 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1402432.000000 Penalty: 4478.947266
	Iteration 1F: 3 clusters Score -1402432 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1402862.000000 Penalty: 4478.947266
	Iteration 2F: 3 clusters Score -1402862 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1403233.625000 Penalty: 4478.947266
	Iteration 3F: 3 clusters Score -1403234 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1403662.000000 Penalty: 4478.947266
	Iteration 4F: 3 clusters Score -1403662 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1404134.000000 Penalty: 4478.947266
	Iteration 5F: 3 clusters Score -1404134 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1404637.625000 Penalty: 4478.947266
	Iteration 6F: 3 clusters Score -1404638 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1405068.250000 Penalty: 4478.947266
	Iteration 7F: 3 clusters Score -1405068 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1405432.000000 Penalty: 4478.947266
	Iteration 8Q: 3 clusters Score -1405432 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1405707.000000 Penalty: 4478.947266
	Iteration 9Q: 3 clusters Score -1405707 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1405906.625000 Penalty: 4478.947266
	Iteration 10Q: 3 clusters Score -1405907 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1406028.375000 Penalty: 4478.947266
	Iteration 11Q: 3 clusters Score -1406028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1406112.250000 Penalty: 4478.947266
	Iteration 12Q: 3 clusters Score -1406112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1406159.125000 Penalty: 4478.947266
	Iteration 13Q: 3 clusters Score -1406159 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1406191.500000 Penalty: 4478.947266
	Iteration 14Q: 3 clusters Score -1406192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1406217.125000 Penalty: 4478.947266
	Iteration 15Q: 3 clusters Score -1406217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1406233.250000 Penalty: 4478.947266
	Iteration 16Q: 3 clusters Score -1406233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1406241.250000 Penalty: 4478.947266
	Iteration 17Q: 3 clusters Score -1406241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1406248.875000 Penalty: 4478.947266
	Iteration 18Q: 3 clusters Score -1406249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1406253.750000 Penalty: 4478.947266
	Iteration 19Q: 3 clusters Score -1406254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1406260.250000 Penalty: 4478.947266
	Iteration 20F: 3 clusters Score -1406260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1406267.125000 Penalty: 4478.947266
	Iteration 21Q: 3 clusters Score -1406267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1406274.375000 Penalty: 4478.947266
	Iteration 22Q: 3 clusters Score -1406274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1406275.750000 Penalty: 4478.947266
	Iteration 23Q: 3 clusters Score -1406276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1406282.250000 Penalty: 4478.947266
	Iteration 24Q: 3 clusters Score -1406282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1406285.750000 Penalty: 4478.947266
	Iteration 25Q: 3 clusters Score -1406286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1406289.625000 Penalty: 4478.947266
	Iteration 26Q: 3 clusters Score -1406290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1406294.000000 Penalty: 4478.947266
	Iteration 27Q: 3 clusters Score -1406294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1406293.875000 Penalty: 4478.947266
	Iteration 28Q: 3 clusters Score -1406294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1406295.250000 Penalty: 4478.947266
	Iteration 29Q: 3 clusters Score -1406295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1406297.625000 Penalty: 4478.947266
	Iteration 30Q: 3 clusters Score -1406298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1406299.500000 Penalty: 4478.947266
	Iteration 31Q: 3 clusters Score -1406300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1406299.375000 Penalty: 4478.947266
	Iteration 32Q: 3 clusters Score -1406299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1406300.625000 Penalty: 4478.947266
	Iteration 33Q: 3 clusters Score -1406301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1406301.250000 Penalty: 4478.947266
	Iteration 34Q: 3 clusters Score -1406301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1406302.000000 Penalty: 4478.947266
	Iteration 35Q: 3 clusters Score -1406302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1406303.125000 Penalty: 4478.947266
	Iteration 36Q: 3 clusters Score -1406303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1406308.000000 Penalty: 4478.947266
	Iteration 37Q: 3 clusters Score -1406308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1406308.500000 Penalty: 4478.947266
	Iteration 38Q: 3 clusters Score -1406308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1406309.625000 Penalty: 4478.947266
	Iteration 39Q: 3 clusters Score -1406310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1406309.125000 Penalty: 4478.947266
	Iteration 40F: 3 clusters Score -1406309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1406311.000000 Penalty: 4478.947266
	Iteration 41Q: 3 clusters Score -1406311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1406311.250000 Penalty: 4478.947266
	Iteration 42Q: 3 clusters Score -1406311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1406311.125000 Penalty: 4478.947266
	Iteration 43Q: 3 clusters Score -1406311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1406310.375000 Penalty: 4478.947266
	Iteration 44Q: 3 clusters Score -1406310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1406310.375000 Penalty: 4478.947266
	Iteration 45F: 3 clusters Score -1406310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Entering Unmasked Estep 
Score: -6816276.000000 Penalty: 2616.507568
	Iteration 0F: 2 clusters Score -6816276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -6790529.000000 Penalty: 5233.015137
	Iteration 0F: 3 clusters Score -6790529 nChanged 17379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -6800277.000000 Penalty: 5233.015137
	Iteration 1F: 3 clusters Score -6800277 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -6801206.500000 Penalty: 5233.015137
	Iteration 2F: 3 clusters Score -6801206 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -6802288.500000 Penalty: 5233.015137
	Iteration 3F: 3 clusters Score -6802288 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -6803595.000000 Penalty: 5233.015137
	Iteration 4F: 3 clusters Score -6803595 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -6805270.500000 Penalty: 5233.015137
	Iteration 5F: 3 clusters Score -6805270 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -6806990.500000 Penalty: 5233.015137
	Iteration 6F: 3 clusters Score -6806990 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6808654.500000 Penalty: 5233.015137
	Iteration 7F: 3 clusters Score -6808654 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -6810068.500000 Penalty: 5233.015137
	Iteration 8F: 3 clusters Score -6810068 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -6811210.000000 Penalty: 5233.015137
	Iteration 9Q: 3 clusters Score -6811210 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -6812003.000000 Penalty: 5233.015137
	Iteration 10Q: 3 clusters Score -6812003 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -6812672.000000 Penalty: 5233.015137
	Iteration 11Q: 3 clusters Score -6812672 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -6813210.000000 Penalty: 5233.015137
	Iteration 12Q: 3 clusters Score -6813210 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -6813515.500000 Penalty: 5233.015137
	Iteration 13Q: 3 clusters Score -6813516 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -6813711.500000 Penalty: 5233.015137
	Iteration 14Q: 3 clusters Score -6813712 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -6813910.500000 Penalty: 5233.015137
	Iteration 15Q: 3 clusters Score -6813910 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6814024.000000 Penalty: 5233.015137
	Iteration 16Q: 3 clusters Score -6814024 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -6814105.000000 Penalty: 5233.015137
	Iteration 17Q: 3 clusters Score -6814105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -6814126.500000 Penalty: 5233.015137
	Iteration 18Q: 3 clusters Score -6814126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -6814176.000000 Penalty: 5233.015137
	Iteration 19Q: 3 clusters Score -6814176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -6814202.500000 Penalty: 5233.015137
	Iteration 20F: 3 clusters Score -6814202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -6814209.500000 Penalty: 5233.015137
	Iteration 21Q: 3 clusters Score -6814210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -6814228.500000 Penalty: 5233.015137
	Iteration 22Q: 3 clusters Score -6814228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -6814235.500000 Penalty: 5233.015137
	Iteration 23Q: 3 clusters Score -6814236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -6814233.000000 Penalty: 5233.015137
	Iteration 24Q: 3 clusters Score -6814233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -6814243.000000 Penalty: 5233.015137
	Iteration 25Q: 3 clusters Score -6814243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -6814241.000000 Penalty: 5233.015137
	Iteration 26Q: 3 clusters Score -6814241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -6814255.500000 Penalty: 5233.015137
	Iteration 27Q: 3 clusters Score -6814256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -6814258.500000 Penalty: 5233.015137
	Iteration 28Q: 3 clusters Score -6814258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -6814262.000000 Penalty: 5233.015137
	Iteration 29Q: 3 clusters Score -6814262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -6814265.000000 Penalty: 5233.015137
	Iteration 30Q: 3 clusters Score -6814265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -6814260.000000 Penalty: 5233.015137
	Iteration 31Q: 3 clusters Score -6814260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -6814259.000000 Penalty: 5233.015137
	Iteration 32Q: 3 clusters Score -6814259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -6814259.000000 Penalty: 5233.015137
	Iteration 33F: 3 clusters Score -6814259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -43839.320312 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -43839.32 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 153 members 
Entering Unmasked Estep 
Score: -42588.031250 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -42588.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42722.792969 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -42722.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42783.386719 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -42783.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42803.972656 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -42803.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42805.304688 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -42805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42810.753906 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -42810.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42821.675781 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -42821.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42821.675781 Penalty: 2793.081055
	Iteration 7F: 3 clusters Score -42821.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -194758.984375 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -194759 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 550 members 
Entering Unmasked Estep 
Score: -192700.968750 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -192701 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -192997.390625 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -192997.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193078.765625 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -193078.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -193113.953125 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -193114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -193136.953125 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -193137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -193155.578125 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -193155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -193171.578125 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -193171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -193179.031250 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -193179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -193180.687500 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -193180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193181.078125 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -193181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193181.078125 Penalty: 3492.540283
	Iteration 10F: 3 clusters Score -193181.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Entering Unmasked Estep 
Score: -7785725.000000 Penalty: 2647.195312
	Iteration 0F: 2 clusters Score -7785725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7756979.000000 Penalty: 5294.390625
	Iteration 0F: 3 clusters Score -7756979 nChanged 19873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -7768035.500000 Penalty: 5294.390625
	Iteration 1F: 3 clusters Score -7768036 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7768686.500000 Penalty: 5294.390625
	Iteration 2Q: 3 clusters Score -7768686 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -7769168.500000 Penalty: 5294.390625
	Iteration 3Q: 3 clusters Score -7769168 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -7769570.500000 Penalty: 5294.390625
	Iteration 4Q: 3 clusters Score -7769570 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -7770064.500000 Penalty: 5294.390625
	Iteration 5Q: 3 clusters Score -7770064 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -7770538.500000 Penalty: 5294.390625
	Iteration 6Q: 3 clusters Score -7770538 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -7771074.000000 Penalty: 5294.390625
	Iteration 7Q: 3 clusters Score -7771074 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -7771807.000000 Penalty: 5294.390625
	Iteration 8Q: 3 clusters Score -7771807 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -7772695.000000 Penalty: 5294.390625
	Iteration 9Q: 3 clusters Score -7772695 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -7773871.500000 Penalty: 5294.390625
	Iteration 10Q: 3 clusters Score -7773872 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -7775392.000000 Penalty: 5294.390625
	Iteration 11F: 3 clusters Score -7775392 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -7777077.500000 Penalty: 5294.390625
	Iteration 12F: 3 clusters Score -7777078 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -7778776.500000 Penalty: 5294.390625
	Iteration 13F: 3 clusters Score -7778776 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -7780282.500000 Penalty: 5294.390625
	Iteration 14Q: 3 clusters Score -7780282 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7781433.000000 Penalty: 5294.390625
	Iteration 15Q: 3 clusters Score -7781433 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7782294.000000 Penalty: 5294.390625
	Iteration 16Q: 3 clusters Score -7782294 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7782813.500000 Penalty: 5294.390625
	Iteration 17Q: 3 clusters Score -7782814 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7783043.500000 Penalty: 5294.390625
	Iteration 18Q: 3 clusters Score -7783044 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7783192.500000 Penalty: 5294.390625
	Iteration 19Q: 3 clusters Score -7783192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7783296.500000 Penalty: 5294.390625
	Iteration 20F: 3 clusters Score -7783296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7783328.500000 Penalty: 5294.390625
	Iteration 21Q: 3 clusters Score -7783328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7783378.000000 Penalty: 5294.390625
	Iteration 22Q: 3 clusters Score -7783378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7783409.000000 Penalty: 5294.390625
	Iteration 23Q: 3 clusters Score -7783409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7783430.000000 Penalty: 5294.390625
	Iteration 24Q: 3 clusters Score -7783430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7783443.000000 Penalty: 5294.390625
	Iteration 25Q: 3 clusters Score -7783443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7783451.500000 Penalty: 5294.390625
	Iteration 26Q: 3 clusters Score -7783452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7783464.500000 Penalty: 5294.390625
	Iteration 27Q: 3 clusters Score -7783464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7783465.000000 Penalty: 5294.390625
	Iteration 28Q: 3 clusters Score -7783465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7783464.500000 Penalty: 5294.390625
	Iteration 29Q: 3 clusters Score -7783464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7783470.500000 Penalty: 5294.390625
	Iteration 30Q: 3 clusters Score -7783470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7783476.000000 Penalty: 5294.390625
	Iteration 31Q: 3 clusters Score -7783476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7783487.500000 Penalty: 5294.390625
	Iteration 32Q: 3 clusters Score -7783488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7783490.500000 Penalty: 5294.390625
	Iteration 33Q: 3 clusters Score -7783490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7783481.000000 Penalty: 5294.390625
	Iteration 34Q: 3 clusters Score -7783481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7783487.500000 Penalty: 5294.390625
	Iteration 35Q: 3 clusters Score -7783488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7783488.000000 Penalty: 5294.390625
	Iteration 36Q: 3 clusters Score -7783488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7783493.500000 Penalty: 5294.390625
	Iteration 37Q: 3 clusters Score -7783494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7783493.500000 Penalty: 5294.390625
	Iteration 38F: 3 clusters Score -7783494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -132188.484375 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -132188.5 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 425 members 
Entering Unmasked Estep 
Score: -130399.046875 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -130399 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130790.039062 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -130790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131036.648438 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -131036.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131239.156250 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -131239.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131360.046875 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -131360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131413.203125 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -131413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131458.218750 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -131458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131490.562500 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -131490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131526.453125 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -131526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131577.187500 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -131577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131648.375000 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -131648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131685.750000 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -131685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131719.828125 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -131719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131746.187500 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -131746.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131766.468750 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -131766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131771.765625 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -131771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131773.546875 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -131773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131780.906250 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -131780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131780.906250 Penalty: 3370.670166
	Iteration 18F: 3 clusters Score -131780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11223.999023 Penalty: 1269.262451
	Iteration 0F: 2 clusters Score -11224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10267.406250 Penalty: 2538.524902
	Iteration 0F: 3 clusters Score -10267.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10360.757812 Penalty: 2538.524902
	Iteration 1F: 3 clusters Score -10360.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10400.199219 Penalty: 2538.524902
	Iteration 2Q: 3 clusters Score -10400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10409.865234 Penalty: 2538.524902
	Iteration 3Q: 3 clusters Score -10409.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10409.865234 Penalty: 2538.524902
	Iteration 4F: 3 clusters Score -10409.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Entering Unmasked Estep 
Score: -7720372.000000 Penalty: 2648.020020
	Iteration 0F: 2 clusters Score -7720372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -7691973.500000 Penalty: 5296.040039
	Iteration 0F: 3 clusters Score -7691974 nChanged 19772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -7702975.000000 Penalty: 5296.040039
	Iteration 1F: 3 clusters Score -7702975 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -7703667.500000 Penalty: 5296.040039
	Iteration 2Q: 3 clusters Score -7703668 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -7704448.500000 Penalty: 5296.040039
	Iteration 3Q: 3 clusters Score -7704448 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -7705247.000000 Penalty: 5296.040039
	Iteration 4Q: 3 clusters Score -7705247 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -7706129.500000 Penalty: 5296.040039
	Iteration 5Q: 3 clusters Score -7706130 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7707063.000000 Penalty: 5296.040039
	Iteration 6Q: 3 clusters Score -7707063 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -7708098.500000 Penalty: 5296.040039
	Iteration 7Q: 3 clusters Score -7708098 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7709226.000000 Penalty: 5296.040039
	Iteration 8Q: 3 clusters Score -7709226 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -7710427.000000 Penalty: 5296.040039
	Iteration 9Q: 3 clusters Score -7710427 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -7711613.000000 Penalty: 5296.040039
	Iteration 10Q: 3 clusters Score -7711613 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -7712499.000000 Penalty: 5296.040039
	Iteration 11Q: 3 clusters Score -7712499 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -7712949.500000 Penalty: 5296.040039
	Iteration 12Q: 3 clusters Score -7712950 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -7713223.500000 Penalty: 5296.040039
	Iteration 13Q: 3 clusters Score -7713224 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7713419.500000 Penalty: 5296.040039
	Iteration 14Q: 3 clusters Score -7713420 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -7713636.500000 Penalty: 5296.040039
	Iteration 15Q: 3 clusters Score -7713636 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -7713870.000000 Penalty: 5296.040039
	Iteration 16Q: 3 clusters Score -7713870 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -7714050.500000 Penalty: 5296.040039
	Iteration 17Q: 3 clusters Score -7714050 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -7714340.000000 Penalty: 5296.040039
	Iteration 18Q: 3 clusters Score -7714340 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -7714589.500000 Penalty: 5296.040039
	Iteration 19Q: 3 clusters Score -7714590 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -7714915.000000 Penalty: 5296.040039
	Iteration 20F: 3 clusters Score -7714915 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -7715232.000000 Penalty: 5296.040039
	Iteration 21Q: 3 clusters Score -7715232 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -7715573.000000 Penalty: 5296.040039
	Iteration 22Q: 3 clusters Score -7715573 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -7715888.500000 Penalty: 5296.040039
	Iteration 23Q: 3 clusters Score -7715888 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -7716238.000000 Penalty: 5296.040039
	Iteration 24Q: 3 clusters Score -7716238 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -7716536.500000 Penalty: 5296.040039
	Iteration 25Q: 3 clusters Score -7716536 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -7716809.000000 Penalty: 5296.040039
	Iteration 26Q: 3 clusters Score -7716809 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -7716989.000000 Penalty: 5296.040039
	Iteration 27Q: 3 clusters Score -7716989 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -7717101.500000 Penalty: 5296.040039
	Iteration 28Q: 3 clusters Score -7717102 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -7717234.000000 Penalty: 5296.040039
	Iteration 29Q: 3 clusters Score -7717234 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -7717275.500000 Penalty: 5296.040039
	Iteration 30Q: 3 clusters Score -7717276 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -7717330.000000 Penalty: 5296.040039
	Iteration 31Q: 3 clusters Score -7717330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -7717411.000000 Penalty: 5296.040039
	Iteration 32Q: 3 clusters Score -7717411 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -7717455.000000 Penalty: 5296.040039
	Iteration 33Q: 3 clusters Score -7717455 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -7717498.500000 Penalty: 5296.040039
	Iteration 34Q: 3 clusters Score -7717498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -7717537.500000 Penalty: 5296.040039
	Iteration 35Q: 3 clusters Score -7717538 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -7717561.000000 Penalty: 5296.040039
	Iteration 36Q: 3 clusters Score -7717561 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -7717580.500000 Penalty: 5296.040039
	Iteration 37Q: 3 clusters Score -7717580 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -7717604.500000 Penalty: 5296.040039
	Iteration 38Q: 3 clusters Score -7717604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -7717627.000000 Penalty: 5296.040039
	Iteration 39Q: 3 clusters Score -7717627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -7717651.500000 Penalty: 5296.040039
	Iteration 40F: 3 clusters Score -7717652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -7717666.500000 Penalty: 5296.040039
	Iteration 41Q: 3 clusters Score -7717666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -7717666.000000 Penalty: 5296.040039
	Iteration 42Q: 3 clusters Score -7717666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -7717666.500000 Penalty: 5296.040039
	Iteration 43Q: 3 clusters Score -7717666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -7717684.500000 Penalty: 5296.040039
	Iteration 44Q: 3 clusters Score -7717684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -7717717.000000 Penalty: 5296.040039
	Iteration 45Q: 3 clusters Score -7717717 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -7717712.500000 Penalty: 5296.040039
	Iteration 46Q: 3 clusters Score -7717712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -7717733.500000 Penalty: 5296.040039
	Iteration 47Q: 3 clusters Score -7717734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -7717735.000000 Penalty: 5296.040039
	Iteration 48Q: 3 clusters Score -7717735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -7717734.000000 Penalty: 5296.040039
	Iteration 49Q: 3 clusters Score -7717734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7717738.000000 Penalty: 5296.040039
	Iteration 50Q: 3 clusters Score -7717738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -7717737.000000 Penalty: 5296.040039
	Iteration 51Q: 3 clusters Score -7717737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -7717741.000000 Penalty: 5296.040039
	Iteration 52Q: 3 clusters Score -7717741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -7717740.500000 Penalty: 5296.040039
	Iteration 53Q: 3 clusters Score -7717740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -7717755.500000 Penalty: 5296.040039
	Iteration 54Q: 3 clusters Score -7717756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -7717752.500000 Penalty: 5296.040039
	Iteration 55Q: 3 clusters Score -7717752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -7717757.000000 Penalty: 5296.040039
	Iteration 56Q: 3 clusters Score -7717757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -7717756.500000 Penalty: 5296.040039
	Iteration 57Q: 3 clusters Score -7717756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -7717767.500000 Penalty: 5296.040039
	Iteration 58Q: 3 clusters Score -7717768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -7717762.500000 Penalty: 5296.040039
	Iteration 59Q: 3 clusters Score -7717762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -7717767.000000 Penalty: 5296.040039
	Iteration 60F: 3 clusters Score -7717767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -7717769.000000 Penalty: 5296.040039
	Iteration 61Q: 3 clusters Score -7717769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -7717773.500000 Penalty: 5296.040039
	Iteration 62Q: 3 clusters Score -7717774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -7717780.000000 Penalty: 5296.040039
	Iteration 63Q: 3 clusters Score -7717780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -7717798.500000 Penalty: 5296.040039
	Iteration 64Q: 3 clusters Score -7717798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -7717806.000000 Penalty: 5296.040039
	Iteration 65Q: 3 clusters Score -7717806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -7717799.000000 Penalty: 5296.040039
	Iteration 66Q: 3 clusters Score -7717799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -7717807.500000 Penalty: 5296.040039
	Iteration 67Q: 3 clusters Score -7717808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7717814.500000 Penalty: 5296.040039
	Iteration 68Q: 3 clusters Score -7717814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -7717830.000000 Penalty: 5296.040039
	Iteration 69Q: 3 clusters Score -7717830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -7717835.000000 Penalty: 5296.040039
	Iteration 70Q: 3 clusters Score -7717835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -7717837.500000 Penalty: 5296.040039
	Iteration 71Q: 3 clusters Score -7717838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -7717846.000000 Penalty: 5296.040039
	Iteration 72Q: 3 clusters Score -7717846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -7717845.000000 Penalty: 5296.040039
	Iteration 73Q: 3 clusters Score -7717845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -7717849.500000 Penalty: 5296.040039
	Iteration 74Q: 3 clusters Score -7717850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -7717844.500000 Penalty: 5296.040039
	Iteration 75Q: 3 clusters Score -7717844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -7717848.000000 Penalty: 5296.040039
	Iteration 76Q: 3 clusters Score -7717848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -7717848.000000 Penalty: 5296.040039
	Iteration 77Q: 3 clusters Score -7717848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -7717850.000000 Penalty: 5296.040039
	Iteration 78Q: 3 clusters Score -7717850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -7717852.000000 Penalty: 5296.040039
	Iteration 79Q: 3 clusters Score -7717852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -7717855.000000 Penalty: 5296.040039
	Iteration 80F: 3 clusters Score -7717855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -7717853.500000 Penalty: 5296.040039
	Iteration 81Q: 3 clusters Score -7717854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -7717854.000000 Penalty: 5296.040039
	Iteration 82Q: 3 clusters Score -7717854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -7717855.500000 Penalty: 5296.040039
	Iteration 83Q: 3 clusters Score -7717856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -7717867.500000 Penalty: 5296.040039
	Iteration 84Q: 3 clusters Score -7717868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -7717863.500000 Penalty: 5296.040039
	Iteration 85Q: 3 clusters Score -7717864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -7717860.000000 Penalty: 5296.040039
	Iteration 86Q: 3 clusters Score -7717860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -7717862.000000 Penalty: 5296.040039
	Iteration 87Q: 3 clusters Score -7717862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -7717860.500000 Penalty: 5296.040039
	Iteration 88Q: 3 clusters Score -7717860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -7717860.500000 Penalty: 5296.040039
	Iteration 89F: 3 clusters Score -7717860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (47441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Entering Unmasked Estep 
Score: -8545987.000000 Penalty: 2670.276123
	Iteration 0F: 2 clusters Score -8545987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -8515792.000000 Penalty: 5340.552246
	Iteration 0F: 3 clusters Score -8515792 nChanged 21925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8527817.000000 Penalty: 5340.552246
	Iteration 1F: 3 clusters Score -8527817 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -8528286.000000 Penalty: 5340.552246
	Iteration 2Q: 3 clusters Score -8528286 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -8528731.000000 Penalty: 5340.552246
	Iteration 3Q: 3 clusters Score -8528731 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -8529129.000000 Penalty: 5340.552246
	Iteration 4Q: 3 clusters Score -8529129 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -8529767.000000 Penalty: 5340.552246
	Iteration 5Q: 3 clusters Score -8529767 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -8530612.000000 Penalty: 5340.552246
	Iteration 6Q: 3 clusters Score -8530612 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -8532062.000000 Penalty: 5340.552246
	Iteration 7F: 3 clusters Score -8532062 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -8534494.000000 Penalty: 5340.552246
	Iteration 8F: 3 clusters Score -8534494 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8537970.000000 Penalty: 5340.552246
	Iteration 9F: 3 clusters Score -8537970 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -8540993.000000 Penalty: 5340.552246
	Iteration 10F: 3 clusters Score -8540993 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8542546.000000 Penalty: 5340.552246
	Iteration 11Q: 3 clusters Score -8542546 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8543155.000000 Penalty: 5340.552246
	Iteration 12Q: 3 clusters Score -8543155 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8543393.000000 Penalty: 5340.552246
	Iteration 13Q: 3 clusters Score -8543393 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8543513.000000 Penalty: 5340.552246
	Iteration 14Q: 3 clusters Score -8543513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8543597.000000 Penalty: 5340.552246
	Iteration 15Q: 3 clusters Score -8543597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8543658.000000 Penalty: 5340.552246
	Iteration 16Q: 3 clusters Score -8543658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8543685.000000 Penalty: 5340.552246
	Iteration 17Q: 3 clusters Score -8543685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8543686.000000 Penalty: 5340.552246
	Iteration 18Q: 3 clusters Score -8543686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8543701.000000 Penalty: 5340.552246
	Iteration 19Q: 3 clusters Score -8543701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8543697.000000 Penalty: 5340.552246
	Iteration 20F: 3 clusters Score -8543697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8543697.000000 Penalty: 5340.552246
	Iteration 21Q: 3 clusters Score -8543697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8543697.000000 Penalty: 5340.552246
	Iteration 22F: 3 clusters Score -8543697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16502 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 40126 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 50429 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 47949 members 
Mstep: Class 13 contains 56256 members 
Mstep: Class 14 contains 41299 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 35910 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44815 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39290 members 
Mstep: Class 26 contains 8673 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41826 members 
Mstep: Class 29 contains 41833 members 
Mstep: Class 30 contains 14970 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43161 members 
Mstep: Class 33 contains 45449 members 
Mstep: Class 34 contains 43065 members 
Mstep: Class 35 contains 43349 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 38194 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43225 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43369 members 
Mstep: Class 44 contains 47441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428720.000000 Penalty: 152010.671875
Iteration 479Q: 45 clusters Score -1.964287e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 16501 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 40126 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 50429 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 47954 members 
Mstep: Class 13 contains 56258 members 
Mstep: Class 14 contains 41308 members 
Mstep: Class 15 contains 45286 members 
Mstep: Class 16 contains 35910 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44812 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39295 members 
Mstep: Class 26 contains 8674 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41826 members 
Mstep: Class 29 contains 41833 members 
Mstep: Class 30 contains 14938 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 43163 members 
Mstep: Class 33 contains 45450 members 
Mstep: Class 34 contains 43064 members 
Mstep: Class 35 contains 43351 members 
Mstep: Class 36 contains 8350 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43226 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43366 members 
Mstep: Class 44 contains 47455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428896.000000 Penalty: 152010.671875
Iteration 480F: 45 clusters Score -1.964289e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 40126 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 50427 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 47957 members 
Mstep: Class 13 contains 56258 members 
Mstep: Class 14 contains 41316 members 
Mstep: Class 15 contains 45286 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44811 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39299 members 
Mstep: Class 26 contains 8676 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41835 members 
Mstep: Class 30 contains 14922 members 
Mstep: Class 31 contains 6086 members 
Mstep: Class 32 contains 43165 members 
Mstep: Class 33 contains 45447 members 
Mstep: Class 34 contains 43066 members 
Mstep: Class 35 contains 43348 members 
Mstep: Class 36 contains 8350 members 
Mstep: Class 37 contains 38192 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43227 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43365 members 
Mstep: Class 44 contains 47464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428992.000000 Penalty: 152010.671875
Iteration 481Q: 45 clusters Score -1.96429e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 40126 members 
Mstep: Class 9 contains 48865 members 
Mstep: Class 10 contains 50424 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 47958 members 
Mstep: Class 13 contains 56260 members 
Mstep: Class 14 contains 41321 members 
Mstep: Class 15 contains 45284 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18273 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 13361 members 
Mstep: Class 23 contains 44811 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39305 members 
Mstep: Class 26 contains 8676 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41837 members 
Mstep: Class 30 contains 14904 members 
Mstep: Class 31 contains 6087 members 
Mstep: Class 32 contains 43167 members 
Mstep: Class 33 contains 45443 members 
Mstep: Class 34 contains 43063 members 
Mstep: Class 35 contains 43346 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 38191 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43231 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43363 members 
Mstep: Class 44 contains 47477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 152010.671875
Iteration 482Q: 45 clusters Score -1.96429e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 16503 members 
Mstep: Class 4 contains 47398 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 40126 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 50425 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 47958 members 
Mstep: Class 13 contains 56266 members 
Mstep: Class 14 contains 41323 members 
Mstep: Class 15 contains 45286 members 
Mstep: Class 16 contains 35911 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 13361 members 
Mstep: Class 23 contains 44818 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39314 members 
Mstep: Class 26 contains 8676 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41824 members 
Mstep: Class 29 contains 41835 members 
Mstep: Class 30 contains 14878 members 
Mstep: Class 31 contains 6088 members 
Mstep: Class 32 contains 43167 members 
Mstep: Class 33 contains 45445 members 
Mstep: Class 34 contains 43058 members 
Mstep: Class 35 contains 43341 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 38192 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43234 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43362 members 
Mstep: Class 44 contains 47491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428912.000000 Penalty: 152010.671875
Iteration 483Q: 45 clusters Score -1.964289e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 47392 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40126 members 
Mstep: Class 9 contains 48865 members 
Mstep: Class 10 contains 50426 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 47958 members 
Mstep: Class 13 contains 56273 members 
Mstep: Class 14 contains 41322 members 
Mstep: Class 15 contains 45286 members 
Mstep: Class 16 contains 35912 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 13361 members 
Mstep: Class 23 contains 44822 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39316 members 
Mstep: Class 26 contains 8677 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41825 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 14871 members 
Mstep: Class 31 contains 6089 members 
Mstep: Class 32 contains 43167 members 
Mstep: Class 33 contains 45442 members 
Mstep: Class 34 contains 43056 members 
Mstep: Class 35 contains 43338 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 38192 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43236 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43360 members 
Mstep: Class 44 contains 47498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428896.000000 Penalty: 152010.671875
Iteration 484Q: 45 clusters Score -1.964289e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 47400 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40123 members 
Mstep: Class 9 contains 48867 members 
Mstep: Class 10 contains 50425 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 47957 members 
Mstep: Class 13 contains 56272 members 
Mstep: Class 14 contains 41328 members 
Mstep: Class 15 contains 45285 members 
Mstep: Class 16 contains 35912 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 13361 members 
Mstep: Class 23 contains 44820 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39318 members 
Mstep: Class 26 contains 8677 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41824 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 14865 members 
Mstep: Class 31 contains 6090 members 
Mstep: Class 32 contains 43172 members 
Mstep: Class 33 contains 45432 members 
Mstep: Class 34 contains 43060 members 
Mstep: Class 35 contains 43337 members 
Mstep: Class 36 contains 8350 members 
Mstep: Class 37 contains 38192 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43232 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43359 members 
Mstep: Class 44 contains 47507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429008.000000 Penalty: 152010.671875
Iteration 485Q: 45 clusters Score -1.96429e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16418 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40123 members 
Mstep: Class 9 contains 48867 members 
Mstep: Class 10 contains 50423 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 47956 members 
Mstep: Class 13 contains 56275 members 
Mstep: Class 14 contains 41331 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 35912 members 
Mstep: Class 17 contains 18275 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 13362 members 
Mstep: Class 23 contains 44817 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39320 members 
Mstep: Class 26 contains 8678 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41824 members 
Mstep: Class 29 contains 41837 members 
Mstep: Class 30 contains 14858 members 
Mstep: Class 31 contains 6091 members 
Mstep: Class 32 contains 43173 members 
Mstep: Class 33 contains 45424 members 
Mstep: Class 34 contains 43062 members 
Mstep: Class 35 contains 43336 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43232 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43357 members 
Mstep: Class 44 contains 47512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429008.000000 Penalty: 152010.671875
Iteration 486Q: 45 clusters Score -1.96429e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 47401 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40123 members 
Mstep: Class 9 contains 48870 members 
Mstep: Class 10 contains 50424 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 47955 members 
Mstep: Class 13 contains 56275 members 
Mstep: Class 14 contains 41333 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 35910 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 13361 members 
Mstep: Class 23 contains 44825 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39325 members 
Mstep: Class 26 contains 8678 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 14849 members 
Mstep: Class 31 contains 6094 members 
Mstep: Class 32 contains 43176 members 
Mstep: Class 33 contains 45419 members 
Mstep: Class 34 contains 43062 members 
Mstep: Class 35 contains 43333 members 
Mstep: Class 36 contains 8352 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43236 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43350 members 
Mstep: Class 44 contains 47519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429008.000000 Penalty: 152010.671875
Iteration 487Q: 45 clusters Score -1.96429e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40121 members 
Mstep: Class 9 contains 48871 members 
Mstep: Class 10 contains 50424 members 
Mstep: Class 11 contains 4906 members 
Mstep: Class 12 contains 47952 members 
Mstep: Class 13 contains 56277 members 
Mstep: Class 14 contains 41334 members 
Mstep: Class 15 contains 45292 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6417 members 
Mstep: Class 22 contains 13361 members 
Mstep: Class 23 contains 44824 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39334 members 
Mstep: Class 26 contains 8681 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41820 members 
Mstep: Class 29 contains 41835 members 
Mstep: Class 30 contains 14833 members 
Mstep: Class 31 contains 6096 members 
Mstep: Class 32 contains 43180 members 
Mstep: Class 33 contains 45414 members 
Mstep: Class 34 contains 43059 members 
Mstep: Class 35 contains 43333 members 
Mstep: Class 36 contains 8352 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43246 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43350 members 
Mstep: Class 44 contains 47524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428992.000000 Penalty: 152010.671875
Iteration 488Q: 45 clusters Score -1.96429e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 47400 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40121 members 
Mstep: Class 9 contains 48869 members 
Mstep: Class 10 contains 50423 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 47950 members 
Mstep: Class 13 contains 56281 members 
Mstep: Class 14 contains 41332 members 
Mstep: Class 15 contains 45296 members 
Mstep: Class 16 contains 35907 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44822 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39345 members 
Mstep: Class 26 contains 8682 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41823 members 
Mstep: Class 29 contains 41839 members 
Mstep: Class 30 contains 14820 members 
Mstep: Class 31 contains 6098 members 
Mstep: Class 32 contains 43181 members 
Mstep: Class 33 contains 45407 members 
Mstep: Class 34 contains 43055 members 
Mstep: Class 35 contains 43336 members 
Mstep: Class 36 contains 8355 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43255 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43350 members 
Mstep: Class 44 contains 47523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428928.000000 Penalty: 152010.671875
Iteration 489Q: 45 clusters Score -1.964289e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40121 members 
Mstep: Class 9 contains 48872 members 
Mstep: Class 10 contains 50423 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 47946 members 
Mstep: Class 13 contains 56293 members 
Mstep: Class 14 contains 41334 members 
Mstep: Class 15 contains 45295 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44820 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39356 members 
Mstep: Class 26 contains 8684 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41825 members 
Mstep: Class 29 contains 41841 members 
Mstep: Class 30 contains 14814 members 
Mstep: Class 31 contains 6098 members 
Mstep: Class 32 contains 43180 members 
Mstep: Class 33 contains 45399 members 
Mstep: Class 34 contains 43056 members 
Mstep: Class 35 contains 43331 members 
Mstep: Class 36 contains 8354 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43265 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43351 members 
Mstep: Class 44 contains 47516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428992.000000 Penalty: 152010.671875
Iteration 490Q: 45 clusters Score -1.96429e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 47397 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48873 members 
Mstep: Class 10 contains 50422 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 47947 members 
Mstep: Class 13 contains 56300 members 
Mstep: Class 14 contains 41336 members 
Mstep: Class 15 contains 45291 members 
Mstep: Class 16 contains 35909 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6411 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44824 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39361 members 
Mstep: Class 26 contains 8684 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41825 members 
Mstep: Class 29 contains 41841 members 
Mstep: Class 30 contains 14805 members 
Mstep: Class 31 contains 6099 members 
Mstep: Class 32 contains 43181 members 
Mstep: Class 33 contains 45389 members 
Mstep: Class 34 contains 43055 members 
Mstep: Class 35 contains 43329 members 
Mstep: Class 36 contains 8353 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43266 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43349 members 
Mstep: Class 44 contains 47518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428816.000000 Penalty: 152010.671875
Iteration 491Q: 45 clusters Score -1.964288e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 47395 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 50422 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 47946 members 
Mstep: Class 13 contains 56303 members 
Mstep: Class 14 contains 41337 members 
Mstep: Class 15 contains 45289 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44825 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39366 members 
Mstep: Class 26 contains 8683 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41821 members 
Mstep: Class 29 contains 41845 members 
Mstep: Class 30 contains 14797 members 
Mstep: Class 31 contains 6099 members 
Mstep: Class 32 contains 43184 members 
Mstep: Class 33 contains 45385 members 
Mstep: Class 34 contains 43057 members 
Mstep: Class 35 contains 43333 members 
Mstep: Class 36 contains 8354 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43271 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43345 members 
Mstep: Class 44 contains 47517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428816.000000 Penalty: 152010.671875
Iteration 492Q: 45 clusters Score -1.964288e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 47393 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48873 members 
Mstep: Class 10 contains 50420 members 
Mstep: Class 11 contains 4895 members 
Mstep: Class 12 contains 47945 members 
Mstep: Class 13 contains 56300 members 
Mstep: Class 14 contains 41336 members 
Mstep: Class 15 contains 45285 members 
Mstep: Class 16 contains 35907 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44818 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39370 members 
Mstep: Class 26 contains 8683 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41821 members 
Mstep: Class 29 contains 41843 members 
Mstep: Class 30 contains 14790 members 
Mstep: Class 31 contains 6099 members 
Mstep: Class 32 contains 43187 members 
Mstep: Class 33 contains 45384 members 
Mstep: Class 34 contains 43062 members 
Mstep: Class 35 contains 43339 members 
Mstep: Class 36 contains 8353 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43277 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43345 members 
Mstep: Class 44 contains 47525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428736.000000 Penalty: 152010.671875
Iteration 493Q: 45 clusters Score -1.964287e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48873 members 
Mstep: Class 10 contains 50419 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 47945 members 
Mstep: Class 13 contains 56298 members 
Mstep: Class 14 contains 41337 members 
Mstep: Class 15 contains 45282 members 
Mstep: Class 16 contains 35908 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6406 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44809 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39373 members 
Mstep: Class 26 contains 8682 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41843 members 
Mstep: Class 30 contains 14788 members 
Mstep: Class 31 contains 6100 members 
Mstep: Class 32 contains 43192 members 
Mstep: Class 33 contains 45384 members 
Mstep: Class 34 contains 43066 members 
Mstep: Class 35 contains 43337 members 
Mstep: Class 36 contains 8352 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43281 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43349 members 
Mstep: Class 44 contains 47526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428720.000000 Penalty: 152010.671875
Iteration 494Q: 45 clusters Score -1.964287e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 47398 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48870 members 
Mstep: Class 10 contains 50417 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 47943 members 
Mstep: Class 13 contains 56299 members 
Mstep: Class 14 contains 41338 members 
Mstep: Class 15 contains 45281 members 
Mstep: Class 16 contains 35907 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44801 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39376 members 
Mstep: Class 26 contains 8682 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41819 members 
Mstep: Class 29 contains 41844 members 
Mstep: Class 30 contains 14778 members 
Mstep: Class 31 contains 6102 members 
Mstep: Class 32 contains 43193 members 
Mstep: Class 33 contains 45381 members 
Mstep: Class 34 contains 43069 members 
Mstep: Class 35 contains 43335 members 
Mstep: Class 36 contains 8352 members 
Mstep: Class 37 contains 38193 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43290 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43351 members 
Mstep: Class 44 contains 47536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428688.000000 Penalty: 152010.671875
Iteration 495Q: 45 clusters Score -1.964287e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48867 members 
Mstep: Class 10 contains 50413 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 47941 members 
Mstep: Class 13 contains 56302 members 
Mstep: Class 14 contains 41339 members 
Mstep: Class 15 contains 45281 members 
Mstep: Class 16 contains 35906 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44803 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39379 members 
Mstep: Class 26 contains 8683 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41819 members 
Mstep: Class 29 contains 41842 members 
Mstep: Class 30 contains 14766 members 
Mstep: Class 31 contains 6104 members 
Mstep: Class 32 contains 43193 members 
Mstep: Class 33 contains 45379 members 
Mstep: Class 34 contains 43065 members 
Mstep: Class 35 contains 43338 members 
Mstep: Class 36 contains 8352 members 
Mstep: Class 37 contains 38195 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43293 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43345 members 
Mstep: Class 44 contains 47544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428752.000000 Penalty: 152010.671875
Iteration 496Q: 45 clusters Score -1.964288e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 47401 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 50411 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 56304 members 
Mstep: Class 14 contains 41343 members 
Mstep: Class 15 contains 45282 members 
Mstep: Class 16 contains 35904 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 44807 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39380 members 
Mstep: Class 26 contains 8684 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41820 members 
Mstep: Class 29 contains 41842 members 
Mstep: Class 30 contains 14755 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 43193 members 
Mstep: Class 33 contains 45378 members 
Mstep: Class 34 contains 43061 members 
Mstep: Class 35 contains 43341 members 
Mstep: Class 36 contains 8352 members 
Mstep: Class 37 contains 38195 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43291 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43348 members 
Mstep: Class 44 contains 47552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428752.000000 Penalty: 152010.671875
Iteration 497Q: 45 clusters Score -1.964288e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40122 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 50410 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 56303 members 
Mstep: Class 14 contains 41345 members 
Mstep: Class 15 contains 45283 members 
Mstep: Class 16 contains 35904 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 44799 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39383 members 
Mstep: Class 26 contains 8685 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 41841 members 
Mstep: Class 30 contains 14741 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 43193 members 
Mstep: Class 33 contains 45375 members 
Mstep: Class 34 contains 43063 members 
Mstep: Class 35 contains 43342 members 
Mstep: Class 36 contains 8353 members 
Mstep: Class 37 contains 38195 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43289 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43352 members 
Mstep: Class 44 contains 47562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428752.000000 Penalty: 152010.671875
Iteration 498Q: 45 clusters Score -1.964288e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 47415 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40121 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 50409 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 47938 members 
Mstep: Class 13 contains 56305 members 
Mstep: Class 14 contains 41348 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 35903 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6406 members 
Mstep: Class 22 contains 13362 members 
Mstep: Class 23 contains 44793 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39382 members 
Mstep: Class 26 contains 8685 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41817 members 
Mstep: Class 29 contains 41837 members 
Mstep: Class 30 contains 14733 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 43194 members 
Mstep: Class 33 contains 45377 members 
Mstep: Class 34 contains 43064 members 
Mstep: Class 35 contains 43342 members 
Mstep: Class 36 contains 8353 members 
Mstep: Class 37 contains 38195 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43288 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43352 members 
Mstep: Class 44 contains 47566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428720.000000 Penalty: 152010.671875
Iteration 499Q: 45 clusters Score -1.964287e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 47424 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 40121 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 50408 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 47936 members 
Mstep: Class 13 contains 56306 members 
Mstep: Class 14 contains 41347 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 35902 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 13362 members 
Mstep: Class 23 contains 44783 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 39384 members 
Mstep: Class 26 contains 8685 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 41819 members 
Mstep: Class 29 contains 41834 members 
Mstep: Class 30 contains 14724 members 
Mstep: Class 31 contains 6106 members 
Mstep: Class 32 contains 43196 members 
Mstep: Class 33 contains 45378 members 
Mstep: Class 34 contains 43065 members 
Mstep: Class 35 contains 43343 members 
Mstep: Class 36 contains 8353 members 
Mstep: Class 37 contains 38195 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 43290 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 43352 members 
Mstep: Class 44 contains 47572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428848.000000 Penalty: 152010.671875
Iteration 500F: 45 clusters Score -1.964288e+08 nChanged 58
Maximum iterations exceeded
--- Evaluating fit on full set of 3365913 points ---
Entering Unmasked Estep 
Score: -598101120.000000 Penalty: 163998.734375
20->45 Clusters: Score -598101120.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1121971 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 56069 members 
Mstep: Class 3 contains 56148 members 
Mstep: Class 4 contains 56111 members 
Mstep: Class 5 contains 56068 members 
Mstep: Class 6 contains 56136 members 
Mstep: Class 7 contains 56219 members 
Mstep: Class 8 contains 56043 members 
Mstep: Class 9 contains 55983 members 
Mstep: Class 10 contains 56091 members 
Mstep: Class 11 contains 56226 members 
Mstep: Class 12 contains 56371 members 
Mstep: Class 13 contains 55936 members 
Mstep: Class 14 contains 56379 members 
Mstep: Class 15 contains 55491 members 
Mstep: Class 16 contains 56379 members 
Mstep: Class 17 contains 56208 members 
Mstep: Class 18 contains 56089 members 
Mstep: Class 19 contains 55899 members 
Mstep: Class 20 contains 55962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -185841504.000000 Penalty: 69095.765625
Iteration 0F: 21 clusters Score -1.858415e+08 nChanged 1066007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1818 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 50139 members 
Mstep: Class 3 contains 14300 members 
Mstep: Class 4 contains 20380 members 
Mstep: Class 5 contains 13698 members 
Mstep: Class 6 contains 24514 members 
Mstep: Class 7 contains 25835 members 
Mstep: Class 8 contains 39427 members 
Mstep: Class 9 contains 32175 members 
Mstep: Class 10 contains 27294 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 66948 members 
Mstep: Class 14 contains 29401 members 
Mstep: Class 15 contains 77475 members 
Mstep: Class 16 contains 21356 members 
Mstep: Class 17 contains 316468 members 
Mstep: Class 18 contains 116584 members 
Mstep: Class 19 contains 166115 members 
Mstep: Class 20 contains 32591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193551312.000000 Penalty: 69095.765625
Iteration 1F: 21 clusters Score -1.935513e+08 nChanged 530441
Entering Unmasked Mstep 
Mstep: Class 0 contains 1528 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 97596 members 
Mstep: Class 3 contains 15873 members 
Mstep: Class 4 contains 7041 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 28999 members 
Mstep: Class 7 contains 26554 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 32533 members 
Mstep: Class 10 contains 36917 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 141046 members 
Mstep: Class 14 contains 37525 members 
Mstep: Class 15 contains 83004 members 
Mstep: Class 16 contains 12706 members 
Mstep: Class 17 contains 177607 members 
Mstep: Class 18 contains 149747 members 
Mstep: Class 19 contains 162770 members 
Mstep: Class 20 contains 49169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194530896.000000 Penalty: 69095.765625
Iteration 2F: 21 clusters Score -1.945309e+08 nChanged 431240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 106705 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 5703 members 
Mstep: Class 5 contains 8797 members 
Mstep: Class 6 contains 43344 members 
Mstep: Class 7 contains 40132 members 
Mstep: Class 8 contains 18602 members 
Mstep: Class 9 contains 67542 members 
Mstep: Class 10 contains 48649 members 
Mstep: Class 11 contains 4650 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 115182 members 
Mstep: Class 14 contains 53094 members 
Mstep: Class 15 contains 71109 members 
Mstep: Class 16 contains 22164 members 
Mstep: Class 17 contains 164773 members 
Mstep: Class 18 contains 91939 members 
Mstep: Class 19 contains 99488 members 
Mstep: Class 20 contains 89888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195154464.000000 Penalty: 69095.765625
Iteration 3F: 21 clusters Score -1.951545e+08 nChanged 329897
Entering Unmasked Mstep 
Mstep: Class 0 contains 686 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 80878 members 
Mstep: Class 3 contains 26594 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 9884 members 
Mstep: Class 6 contains 63928 members 
Mstep: Class 7 contains 62490 members 
Mstep: Class 8 contains 17158 members 
Mstep: Class 9 contains 96563 members 
Mstep: Class 10 contains 56155 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 76845 members 
Mstep: Class 14 contains 72785 members 
Mstep: Class 15 contains 57816 members 
Mstep: Class 16 contains 31851 members 
Mstep: Class 17 contains 119405 members 
Mstep: Class 18 contains 85276 members 
Mstep: Class 19 contains 82240 members 
Mstep: Class 20 contains 98200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195454400.000000 Penalty: 69095.765625
Iteration 4F: 21 clusters Score -1.954544e+08 nChanged 264414
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 78377 members 
Mstep: Class 3 contains 33824 members 
Mstep: Class 4 contains 5779 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 79686 members 
Mstep: Class 7 contains 93549 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 100065 members 
Mstep: Class 10 contains 55194 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 60551 members 
Mstep: Class 14 contains 84751 members 
Mstep: Class 15 contains 56083 members 
Mstep: Class 16 contains 42612 members 
Mstep: Class 17 contains 87144 members 
Mstep: Class 18 contains 67921 members 
Mstep: Class 19 contains 66705 members 
Mstep: Class 20 contains 87602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195575584.000000 Penalty: 69095.765625
Iteration 5F: 21 clusters Score -1.955756e+08 nChanged 223003
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 78672 members 
Mstep: Class 3 contains 42094 members 
Mstep: Class 4 contains 6980 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 69366 members 
Mstep: Class 7 contains 103326 members 
Mstep: Class 8 contains 18726 members 
Mstep: Class 9 contains 90376 members 
Mstep: Class 10 contains 60729 members 
Mstep: Class 11 contains 4159 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 58357 members 
Mstep: Class 14 contains 79090 members 
Mstep: Class 15 contains 56836 members 
Mstep: Class 16 contains 56862 members 
Mstep: Class 17 contains 75215 members 
Mstep: Class 18 contains 72439 members 
Mstep: Class 19 contains 66948 members 
Mstep: Class 20 contains 82535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195694160.000000 Penalty: 69095.765625
Iteration 6F: 21 clusters Score -1.956942e+08 nChanged 141400
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 77884 members 
Mstep: Class 3 contains 51432 members 
Mstep: Class 4 contains 8216 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 65708 members 
Mstep: Class 7 contains 92879 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 84547 members 
Mstep: Class 10 contains 63230 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 60978 members 
Mstep: Class 14 contains 78423 members 
Mstep: Class 15 contains 57805 members 
Mstep: Class 16 contains 71892 members 
Mstep: Class 17 contains 72102 members 
Mstep: Class 18 contains 69429 members 
Mstep: Class 19 contains 68116 members 
Mstep: Class 20 contains 80128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195798080.000000 Penalty: 69095.765625
Iteration 7F: 21 clusters Score -1.957981e+08 nChanged 116394
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 77780 members 
Mstep: Class 3 contains 61312 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 8456 members 
Mstep: Class 6 contains 64124 members 
Mstep: Class 7 contains 91228 members 
Mstep: Class 8 contains 20885 members 
Mstep: Class 9 contains 78248 members 
Mstep: Class 10 contains 63070 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 2446 members 
Mstep: Class 13 contains 61760 members 
Mstep: Class 14 contains 77450 members 
Mstep: Class 15 contains 56095 members 
Mstep: Class 16 contains 85418 members 
Mstep: Class 17 contains 71083 members 
Mstep: Class 18 contains 66982 members 
Mstep: Class 19 contains 65833 members 
Mstep: Class 20 contains 76880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195869152.000000 Penalty: 69095.765625
Iteration 8F: 21 clusters Score -1.958692e+08 nChanged 101937
Entering Unmasked Mstep 
Mstep: Class 0 contains 319 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 78763 members 
Mstep: Class 3 contains 67706 members 
Mstep: Class 4 contains 9942 members 
Mstep: Class 5 contains 8843 members 
Mstep: Class 6 contains 62785 members 
Mstep: Class 7 contains 87675 members 
Mstep: Class 8 contains 21548 members 
Mstep: Class 9 contains 73576 members 
Mstep: Class 10 contains 61762 members 
Mstep: Class 11 contains 3152 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 13 contains 61458 members 
Mstep: Class 14 contains 76742 members 
Mstep: Class 15 contains 53481 members 
Mstep: Class 16 contains 96432 members 
Mstep: Class 17 contains 72175 members 
Mstep: Class 18 contains 66240 members 
Mstep: Class 19 contains 64946 members 
Mstep: Class 20 contains 74406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195905344.000000 Penalty: 69095.765625
Iteration 9F: 21 clusters Score -1.959053e+08 nChanged 86107
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 79616 members 
Mstep: Class 3 contains 69612 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 62114 members 
Mstep: Class 7 contains 86406 members 
Mstep: Class 8 contains 22428 members 
Mstep: Class 9 contains 70326 members 
Mstep: Class 10 contains 61153 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 62088 members 
Mstep: Class 14 contains 76026 members 
Mstep: Class 15 contains 52721 members 
Mstep: Class 16 contains 99840 members 
Mstep: Class 17 contains 72835 members 
Mstep: Class 18 contains 66041 members 
Mstep: Class 19 contains 66212 members 
Mstep: Class 20 contains 72947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195929344.000000 Penalty: 69095.765625
Iteration 10F: 21 clusters Score -1.959293e+08 nChanged 69841
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 80288 members 
Mstep: Class 3 contains 67808 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 9322 members 
Mstep: Class 6 contains 62271 members 
Mstep: Class 7 contains 85516 members 
Mstep: Class 8 contains 23398 members 
Mstep: Class 9 contains 67895 members 
Mstep: Class 10 contains 60769 members 
Mstep: Class 11 contains 2993 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 63517 members 
Mstep: Class 14 contains 75653 members 
Mstep: Class 15 contains 53383 members 
Mstep: Class 16 contains 99825 members 
Mstep: Class 17 contains 73180 members 
Mstep: Class 18 contains 66513 members 
Mstep: Class 19 contains 68498 members 
Mstep: Class 20 contains 71931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195948768.000000 Penalty: 69095.765625
Iteration 11F: 21 clusters Score -1.959488e+08 nChanged 59385
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 80929 members 
Mstep: Class 3 contains 65166 members 
Mstep: Class 4 contains 11388 members 
Mstep: Class 5 contains 9251 members 
Mstep: Class 6 contains 63264 members 
Mstep: Class 7 contains 84671 members 
Mstep: Class 8 contains 24313 members 
Mstep: Class 9 contains 65800 members 
Mstep: Class 10 contains 60344 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 2032 members 
Mstep: Class 13 contains 65138 members 
Mstep: Class 14 contains 75364 members 
Mstep: Class 15 contains 54882 members 
Mstep: Class 16 contains 98920 members 
Mstep: Class 17 contains 73358 members 
Mstep: Class 18 contains 67065 members 
Mstep: Class 19 contains 70496 members 
Mstep: Class 20 contains 71094 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12F: 21 clusters Score -1.959638e+08 nChanged 53795
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 81070 members 
Mstep: Class 3 contains 63134 members 
Mstep: Class 4 contains 11744 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 64883 members 
Mstep: Class 7 contains 83691 members 
Mstep: Class 8 contains 25163 members 
Mstep: Class 9 contains 63867 members 
Mstep: Class 10 contains 60043 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 75049 members 
Mstep: Class 15 contains 56330 members 
Mstep: Class 16 contains 97991 members 
Mstep: Class 17 contains 73555 members 
Mstep: Class 18 contains 67687 members 
Mstep: Class 19 contains 71798 members 
Mstep: Class 20 contains 70354 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.959772e+08 nChanged 49275
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 80969 members 
Mstep: Class 3 contains 61974 members 
Mstep: Class 4 contains 12084 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 66860 members 
Mstep: Class 7 contains 82594 members 
Mstep: Class 8 contains 25906 members 
Mstep: Class 9 contains 62004 members 
Mstep: Class 10 contains 59984 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 68396 members 
Mstep: Class 14 contains 74716 members 
Mstep: Class 15 contains 57130 members 
Mstep: Class 16 contains 97127 members 
Mstep: Class 17 contains 73996 members 
Mstep: Class 18 contains 68229 members 
Mstep: Class 19 contains 72765 members 
Mstep: Class 20 contains 69719 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.959893e+08 nChanged 44314
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 80614 members 
Mstep: Class 3 contains 61693 members 
Mstep: Class 4 contains 12332 members 
Mstep: Class 5 contains 8435 members 
Mstep: Class 6 contains 69297 members 
Mstep: Class 7 contains 81537 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 60257 members 
Mstep: Class 10 contains 60056 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 69401 members 
Mstep: Class 14 contains 74368 members 
Mstep: Class 15 contains 57461 members 
Mstep: Class 16 contains 96491 members 
Mstep: Class 17 contains 74660 members 
Mstep: Class 18 contains 68525 members 
Mstep: Class 19 contains 73471 members 
Mstep: Class 20 contains 69029 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.959996e+08 nChanged 40271
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 80081 members 
Mstep: Class 3 contains 62124 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 8075 members 
Mstep: Class 6 contains 71688 members 
Mstep: Class 7 contains 80610 members 
Mstep: Class 8 contains 27390 members 
Mstep: Class 9 contains 58750 members 
Mstep: Class 10 contains 60390 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 69694 members 
Mstep: Class 14 contains 73903 members 
Mstep: Class 15 contains 57503 members 
Mstep: Class 16 contains 95784 members 
Mstep: Class 17 contains 75302 members 
Mstep: Class 18 contains 68756 members 
Mstep: Class 19 contains 74262 members 
Mstep: Class 20 contains 68358 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.960061e+08 nChanged 36026
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 70735 members 
Mstep: Class 2 contains 79609 members 
Mstep: Class 3 contains 63119 members 
Mstep: Class 4 contains 12611 members 
Mstep: Class 5 contains 7749 members 
Mstep: Class 6 contains 73288 members 
Mstep: Class 7 contains 79844 members 
Mstep: Class 8 contains 28080 members 
Mstep: Class 9 contains 57518 members 
Mstep: Class 10 contains 60792 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 69907 members 
Mstep: Class 14 contains 73499 members 
Mstep: Class 15 contains 57534 members 
Mstep: Class 16 contains 95141 members 
Mstep: Class 17 contains 75756 members 
Mstep: Class 18 contains 69138 members 
Mstep: Class 19 contains 74865 members 
Mstep: Class 20 contains 67776 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.960118e+08 nChanged 32585
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 79327 members 
Mstep: Class 3 contains 64455 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 74226 members 
Mstep: Class 7 contains 79101 members 
Mstep: Class 8 contains 28541 members 
Mstep: Class 9 contains 56511 members 
Mstep: Class 10 contains 60889 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 70163 members 
Mstep: Class 14 contains 73230 members 
Mstep: Class 15 contains 57548 members 
Mstep: Class 16 contains 94671 members 
Mstep: Class 17 contains 76063 members 
Mstep: Class 18 contains 69453 members 
Mstep: Class 19 contains 75579 members 
Mstep: Class 20 contains 67266 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.960173e+08 nChanged 29322
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 78953 members 
Mstep: Class 3 contains 65914 members 
Mstep: Class 4 contains 12625 members 
Mstep: Class 5 contains 7305 members 
Mstep: Class 6 contains 74501 members 
Mstep: Class 7 contains 78594 members 
Mstep: Class 8 contains 28940 members 
Mstep: Class 9 contains 55653 members 
Mstep: Class 10 contains 60919 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 70436 members 
Mstep: Class 14 contains 73174 members 
Mstep: Class 15 contains 57384 members 
Mstep: Class 16 contains 94391 members 
Mstep: Class 17 contains 76388 members 
Mstep: Class 18 contains 69746 members 
Mstep: Class 19 contains 76275 members 
Mstep: Class 20 contains 66816 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.960219e+08 nChanged 26582
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 78746 members 
Mstep: Class 3 contains 67223 members 
Mstep: Class 4 contains 12574 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 74623 members 
Mstep: Class 7 contains 78036 members 
Mstep: Class 8 contains 29346 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 60997 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 70578 members 
Mstep: Class 14 contains 73170 members 
Mstep: Class 15 contains 57158 members 
Mstep: Class 16 contains 94092 members 
Mstep: Class 17 contains 76635 members 
Mstep: Class 18 contains 70142 members 
Mstep: Class 19 contains 76947 members 
Mstep: Class 20 contains 66498 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.960265e+08 nChanged 24671
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 78557 members 
Mstep: Class 3 contains 68267 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 74752 members 
Mstep: Class 7 contains 77605 members 
Mstep: Class 8 contains 29799 members 
Mstep: Class 9 contains 54359 members 
Mstep: Class 10 contains 61089 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 70537 members 
Mstep: Class 14 contains 73201 members 
Mstep: Class 15 contains 56805 members 
Mstep: Class 16 contains 93967 members 
Mstep: Class 17 contains 76852 members 
Mstep: Class 18 contains 70617 members 
Mstep: Class 19 contains 77536 members 
Mstep: Class 20 contains 66212 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.960307e+08 nChanged 23105
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 78506 members 
Mstep: Class 3 contains 68971 members 
Mstep: Class 4 contains 12368 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 74864 members 
Mstep: Class 7 contains 77208 members 
Mstep: Class 8 contains 30189 members 
Mstep: Class 9 contains 53929 members 
Mstep: Class 10 contains 61128 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 70567 members 
Mstep: Class 14 contains 73243 members 
Mstep: Class 15 contains 56418 members 
Mstep: Class 16 contains 94021 members 
Mstep: Class 17 contains 77010 members 
Mstep: Class 18 contains 71147 members 
Mstep: Class 19 contains 78061 members 
Mstep: Class 20 contains 65976 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.960339e+08 nChanged 21634
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 78412 members 
Mstep: Class 3 contains 69447 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 75066 members 
Mstep: Class 7 contains 76871 members 
Mstep: Class 8 contains 30503 members 
Mstep: Class 9 contains 53581 members 
Mstep: Class 10 contains 61144 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 70571 members 
Mstep: Class 14 contains 73268 members 
Mstep: Class 15 contains 56055 members 
Mstep: Class 16 contains 94010 members 
Mstep: Class 17 contains 77262 members 
Mstep: Class 18 contains 71637 members 
Mstep: Class 19 contains 78571 members 
Mstep: Class 20 contains 65849 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.960365e+08 nChanged 20016
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 78388 members 
Mstep: Class 3 contains 69726 members 
Mstep: Class 4 contains 12096 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 6 contains 75322 members 
Mstep: Class 7 contains 76658 members 
Mstep: Class 8 contains 30853 members 
Mstep: Class 9 contains 53321 members 
Mstep: Class 10 contains 61055 members 
Mstep: Class 11 contains 2597 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 70503 members 
Mstep: Class 14 contains 73334 members 
Mstep: Class 15 contains 55709 members 
Mstep: Class 16 contains 93755 members 
Mstep: Class 17 contains 77449 members 
Mstep: Class 18 contains 72277 members 
Mstep: Class 19 contains 79050 members 
Mstep: Class 20 contains 65692 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.960388e+08 nChanged 18647
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 78308 members 
Mstep: Class 3 contains 69808 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 75590 members 
Mstep: Class 7 contains 76544 members 
Mstep: Class 8 contains 31178 members 
Mstep: Class 9 contains 53107 members 
Mstep: Class 10 contains 60995 members 
Mstep: Class 11 contains 2594 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 70551 members 
Mstep: Class 14 contains 73370 members 
Mstep: Class 15 contains 55459 members 
Mstep: Class 16 contains 93639 members 
Mstep: Class 17 contains 77566 members 
Mstep: Class 18 contains 72847 members 
Mstep: Class 19 contains 79433 members 
Mstep: Class 20 contains 65592 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.960401e+08 nChanged 17254
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 78290 members 
Mstep: Class 3 contains 69890 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 5920 members 
Mstep: Class 6 contains 75844 members 
Mstep: Class 7 contains 76521 members 
Mstep: Class 8 contains 31504 members 
Mstep: Class 9 contains 52937 members 
Mstep: Class 10 contains 60936 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 70513 members 
Mstep: Class 14 contains 73432 members 
Mstep: Class 15 contains 55241 members 
Mstep: Class 16 contains 93500 members 
Mstep: Class 17 contains 77646 members 
Mstep: Class 18 contains 73323 members 
Mstep: Class 19 contains 79783 members 
Mstep: Class 20 contains 65480 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.960405e+08 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 78289 members 
Mstep: Class 3 contains 69892 members 
Mstep: Class 4 contains 11552 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 76002 members 
Mstep: Class 7 contains 76526 members 
Mstep: Class 8 contains 31771 members 
Mstep: Class 9 contains 52833 members 
Mstep: Class 10 contains 60800 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 70627 members 
Mstep: Class 14 contains 73519 members 
Mstep: Class 15 contains 54921 members 
Mstep: Class 16 contains 93383 members 
Mstep: Class 17 contains 77766 members 
Mstep: Class 18 contains 73800 members 
Mstep: Class 19 contains 80132 members 
Mstep: Class 20 contains 65362 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.960422e+08 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 78210 members 
Mstep: Class 3 contains 70004 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 76225 members 
Mstep: Class 7 contains 76578 members 
Mstep: Class 8 contains 31955 members 
Mstep: Class 9 contains 52780 members 
Mstep: Class 10 contains 60755 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 70733 members 
Mstep: Class 14 contains 73577 members 
Mstep: Class 15 contains 54618 members 
Mstep: Class 16 contains 93197 members 
Mstep: Class 17 contains 77843 members 
Mstep: Class 18 contains 74207 members 
Mstep: Class 19 contains 80379 members 
Mstep: Class 20 contains 65276 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.96042e+08 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 78148 members 
Mstep: Class 3 contains 69996 members 
Mstep: Class 4 contains 11224 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 76652 members 
Mstep: Class 7 contains 76642 members 
Mstep: Class 8 contains 32027 members 
Mstep: Class 9 contains 52762 members 
Mstep: Class 10 contains 60640 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 70706 members 
Mstep: Class 14 contains 73652 members 
Mstep: Class 15 contains 54325 members 
Mstep: Class 16 contains 93176 members 
Mstep: Class 17 contains 77985 members 
Mstep: Class 18 contains 74571 members 
Mstep: Class 19 contains 80603 members 
Mstep: Class 20 contains 65202 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.96042e+08 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 78111 members 
Mstep: Class 3 contains 69974 members 
Mstep: Class 4 contains 11053 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 77053 members 
Mstep: Class 7 contains 76661 members 
Mstep: Class 8 contains 32130 members 
Mstep: Class 9 contains 52732 members 
Mstep: Class 10 contains 60554 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 70772 members 
Mstep: Class 14 contains 73716 members 
Mstep: Class 15 contains 54048 members 
Mstep: Class 16 contains 93168 members 
Mstep: Class 17 contains 78090 members 
Mstep: Class 18 contains 74852 members 
Mstep: Class 19 contains 80825 members 
Mstep: Class 20 contains 65136 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.960421e+08 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 78079 members 
Mstep: Class 3 contains 69958 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 77402 members 
Mstep: Class 7 contains 76677 members 
Mstep: Class 8 contains 32171 members 
Mstep: Class 9 contains 52736 members 
Mstep: Class 10 contains 60463 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 70880 members 
Mstep: Class 14 contains 73813 members 
Mstep: Class 15 contains 53780 members 
Mstep: Class 16 contains 93144 members 
Mstep: Class 17 contains 78189 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 80981 members 
Mstep: Class 20 contains 65068 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.960424e+08 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 78118 members 
Mstep: Class 3 contains 69992 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 77669 members 
Mstep: Class 7 contains 76806 members 
Mstep: Class 8 contains 32163 members 
Mstep: Class 9 contains 52715 members 
Mstep: Class 10 contains 60418 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 70968 members 
Mstep: Class 14 contains 73823 members 
Mstep: Class 15 contains 53546 members 
Mstep: Class 16 contains 93095 members 
Mstep: Class 17 contains 78231 members 
Mstep: Class 18 contains 75310 members 
Mstep: Class 19 contains 81113 members 
Mstep: Class 20 contains 64980 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.960426e+08 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 78030 members 
Mstep: Class 3 contains 69867 members 
Mstep: Class 4 contains 10795 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 78077 members 
Mstep: Class 7 contains 76849 members 
Mstep: Class 8 contains 32096 members 
Mstep: Class 9 contains 52713 members 
Mstep: Class 10 contains 60356 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 71095 members 
Mstep: Class 14 contains 73883 members 
Mstep: Class 15 contains 53322 members 
Mstep: Class 16 contains 93035 members 
Mstep: Class 17 contains 78297 members 
Mstep: Class 18 contains 75537 members 
Mstep: Class 19 contains 81293 members 
Mstep: Class 20 contains 64892 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.960431e+08 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 78084 members 
Mstep: Class 3 contains 69841 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 78322 members 
Mstep: Class 7 contains 76888 members 
Mstep: Class 8 contains 32000 members 
Mstep: Class 9 contains 52724 members 
Mstep: Class 10 contains 60310 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 71323 members 
Mstep: Class 14 contains 73912 members 
Mstep: Class 15 contains 53129 members 
Mstep: Class 16 contains 93049 members 
Mstep: Class 17 contains 78296 members 
Mstep: Class 18 contains 75644 members 
Mstep: Class 19 contains 81416 members 
Mstep: Class 20 contains 64812 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -1.960431e+08 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 78008 members 
Mstep: Class 3 contains 69814 members 
Mstep: Class 4 contains 10687 members 
Mstep: Class 5 contains 5543 members 
Mstep: Class 6 contains 78758 members 
Mstep: Class 7 contains 76932 members 
Mstep: Class 8 contains 31898 members 
Mstep: Class 9 contains 52729 members 
Mstep: Class 10 contains 60258 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 71418 members 
Mstep: Class 14 contains 73991 members 
Mstep: Class 15 contains 52930 members 
Mstep: Class 16 contains 93026 members 
Mstep: Class 17 contains 78320 members 
Mstep: Class 18 contains 75803 members 
Mstep: Class 19 contains 81491 members 
Mstep: Class 20 contains 64710 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -1.960427e+08 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 78098 members 
Mstep: Class 3 contains 69823 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 79028 members 
Mstep: Class 7 contains 76973 members 
Mstep: Class 8 contains 31843 members 
Mstep: Class 9 contains 52753 members 
Mstep: Class 10 contains 60231 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 71407 members 
Mstep: Class 14 contains 74020 members 
Mstep: Class 15 contains 52737 members 
Mstep: Class 16 contains 93003 members 
Mstep: Class 17 contains 78336 members 
Mstep: Class 18 contains 75847 members 
Mstep: Class 19 contains 81564 members 
Mstep: Class 20 contains 64664 members 
Entering Unmasked Estep 
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Iteration 36Q: 21 clusters Score -1.960426e+08 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 78186 members 
Mstep: Class 3 contains 69734 members 
Mstep: Class 4 contains 10561 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 79276 members 
Mstep: Class 7 contains 77015 members 
Mstep: Class 8 contains 31812 members 
Mstep: Class 9 contains 52786 members 
Mstep: Class 10 contains 60255 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 71456 members 
Mstep: Class 14 contains 74062 members 
Mstep: Class 15 contains 52535 members 
Mstep: Class 16 contains 93017 members 
Mstep: Class 17 contains 78326 members 
Mstep: Class 18 contains 75912 members 
Mstep: Class 19 contains 81616 members 
Mstep: Class 20 contains 64596 members 
Entering Unmasked Estep 
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Iteration 37Q: 21 clusters Score -1.960428e+08 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 78249 members 
Mstep: Class 3 contains 69717 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 79481 members 
Mstep: Class 7 contains 77032 members 
Mstep: Class 8 contains 31751 members 
Mstep: Class 9 contains 52806 members 
Mstep: Class 10 contains 60251 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 71460 members 
Mstep: Class 14 contains 74099 members 
Mstep: Class 15 contains 52355 members 
Mstep: Class 16 contains 93110 members 
Mstep: Class 17 contains 78280 members 
Mstep: Class 18 contains 75985 members 
Mstep: Class 19 contains 81627 members 
Mstep: Class 20 contains 64512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196043280.000000 Penalty: 69095.765625
Iteration 38Q: 21 clusters Score -1.960433e+08 nChanged 7389
Entering ConstructFrom: 
Score: -196043280.000000 Penalty: 69095.765625
Entering ConstructFrom: 
Trying to split cluster 1 (60403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Entering Unmasked Estep 
Score: -10639016.000000 Penalty: 2730.180908
	Iteration 0F: 2 clusters Score -1.063902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -10606773.000000 Penalty: 5460.361816
	Iteration 0F: 3 clusters Score -1.060677e+07 nChanged 28138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -10622677.000000 Penalty: 5460.361816
	Iteration 1F: 3 clusters Score -1.062268e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -10623739.000000 Penalty: 5460.361816
	Iteration 2Q: 3 clusters Score -1.062374e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -10625117.000000 Penalty: 5460.361816
	Iteration 3Q: 3 clusters Score -1.062512e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -10626902.000000 Penalty: 5460.361816
	Iteration 4F: 3 clusters Score -1.06269e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -10629077.000000 Penalty: 5460.361816
	Iteration 5F: 3 clusters Score -1.062908e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -10631302.000000 Penalty: 5460.361816
	Iteration 6F: 3 clusters Score -1.06313e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -10633412.000000 Penalty: 5460.361816
	Iteration 7F: 3 clusters Score -1.063341e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -10635630.000000 Penalty: 5460.361816
	Iteration 8F: 3 clusters Score -1.063563e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -10637578.000000 Penalty: 5460.361816
	Iteration 9F: 3 clusters Score -1.063758e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -10639074.000000 Penalty: 5460.361816
	Iteration 10Q: 3 clusters Score -1.063907e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -10639982.000000 Penalty: 5460.361816
	Iteration 11Q: 3 clusters Score -1.063998e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -10640334.000000 Penalty: 5460.361816
	Iteration 12Q: 3 clusters Score -1.064033e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -10640503.000000 Penalty: 5460.361816
	Iteration 13Q: 3 clusters Score -1.06405e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -10640600.000000 Penalty: 5460.361816
	Iteration 14Q: 3 clusters Score -1.06406e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -10640611.000000 Penalty: 5460.361816
	Iteration 15Q: 3 clusters Score -1.064061e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -10640677.000000 Penalty: 5460.361816
	Iteration 16Q: 3 clusters Score -1.064068e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -10640703.000000 Penalty: 5460.361816
	Iteration 17Q: 3 clusters Score -1.06407e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -10640773.000000 Penalty: 5460.361816
	Iteration 18Q: 3 clusters Score -1.064077e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -10640822.000000 Penalty: 5460.361816
	Iteration 19Q: 3 clusters Score -1.064082e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -10640824.000000 Penalty: 5460.361816
	Iteration 20F: 3 clusters Score -1.064082e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -10640839.000000 Penalty: 5460.361816
	Iteration 21Q: 3 clusters Score -1.064084e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -10640904.000000 Penalty: 5460.361816
	Iteration 22Q: 3 clusters Score -1.06409e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -10640978.000000 Penalty: 5460.361816
	Iteration 23Q: 3 clusters Score -1.064098e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -10641062.000000 Penalty: 5460.361816
	Iteration 24Q: 3 clusters Score -1.064106e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -10641122.000000 Penalty: 5460.361816
	Iteration 25Q: 3 clusters Score -1.064112e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -10641172.000000 Penalty: 5460.361816
	Iteration 26Q: 3 clusters Score -1.064117e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -10641260.000000 Penalty: 5460.361816
	Iteration 27Q: 3 clusters Score -1.064126e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -10641349.000000 Penalty: 5460.361816
	Iteration 28Q: 3 clusters Score -1.064135e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -10641371.000000 Penalty: 5460.361816
	Iteration 29Q: 3 clusters Score -1.064137e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -10641436.000000 Penalty: 5460.361816
	Iteration 30Q: 3 clusters Score -1.064144e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -10641491.000000 Penalty: 5460.361816
	Iteration 31Q: 3 clusters Score -1.064149e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -10641520.000000 Penalty: 5460.361816
	Iteration 32Q: 3 clusters Score -1.064152e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -10641544.000000 Penalty: 5460.361816
	Iteration 33Q: 3 clusters Score -1.064154e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -10641623.000000 Penalty: 5460.361816
	Iteration 34Q: 3 clusters Score -1.064162e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -10641677.000000 Penalty: 5460.361816
	Iteration 35Q: 3 clusters Score -1.064168e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -10641712.000000 Penalty: 5460.361816
	Iteration 36Q: 3 clusters Score -1.064171e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -10641754.000000 Penalty: 5460.361816
	Iteration 37Q: 3 clusters Score -1.064175e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -10641854.000000 Penalty: 5460.361816
	Iteration 38Q: 3 clusters Score -1.064185e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -10641954.000000 Penalty: 5460.361816
	Iteration 39Q: 3 clusters Score -1.064195e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -10642083.000000 Penalty: 5460.361816
	Iteration 40F: 3 clusters Score -1.064208e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -10642203.000000 Penalty: 5460.361816
	Iteration 41Q: 3 clusters Score -1.06422e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -10642330.000000 Penalty: 5460.361816
	Iteration 42Q: 3 clusters Score -1.064233e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -10642502.000000 Penalty: 5460.361816
	Iteration 43Q: 3 clusters Score -1.06425e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -10642732.000000 Penalty: 5460.361816
	Iteration 44Q: 3 clusters Score -1.064273e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -10643017.000000 Penalty: 5460.361816
	Iteration 45Q: 3 clusters Score -1.064302e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -10643362.000000 Penalty: 5460.361816
	Iteration 46Q: 3 clusters Score -1.064336e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -10643698.000000 Penalty: 5460.361816
	Iteration 47Q: 3 clusters Score -1.06437e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -10644225.000000 Penalty: 5460.361816
	Iteration 48Q: 3 clusters Score -1.064422e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -10644704.000000 Penalty: 5460.361816
	Iteration 49Q: 3 clusters Score -1.06447e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -10645304.000000 Penalty: 5460.361816
	Iteration 50Q: 3 clusters Score -1.06453e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -10645770.000000 Penalty: 5460.361816
	Iteration 51Q: 3 clusters Score -1.064577e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -10646335.000000 Penalty: 5460.361816
	Iteration 52Q: 3 clusters Score -1.064634e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -10646784.000000 Penalty: 5460.361816
	Iteration 53Q: 3 clusters Score -1.064678e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -10647092.000000 Penalty: 5460.361816
	Iteration 54Q: 3 clusters Score -1.064709e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -10647383.000000 Penalty: 5460.361816
	Iteration 55Q: 3 clusters Score -1.064738e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -10647625.000000 Penalty: 5460.361816
	Iteration 56Q: 3 clusters Score -1.064762e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -10647724.000000 Penalty: 5460.361816
	Iteration 57Q: 3 clusters Score -1.064772e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -10647836.000000 Penalty: 5460.361816
	Iteration 58Q: 3 clusters Score -1.064784e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -10647884.000000 Penalty: 5460.361816
	Iteration 59Q: 3 clusters Score -1.064788e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -10648103.000000 Penalty: 5460.361816
	Iteration 60F: 3 clusters Score -1.06481e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -10648199.000000 Penalty: 5460.361816
	Iteration 61Q: 3 clusters Score -1.06482e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -10648270.000000 Penalty: 5460.361816
	Iteration 62Q: 3 clusters Score -1.064827e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -10648328.000000 Penalty: 5460.361816
	Iteration 63Q: 3 clusters Score -1.064833e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -10648394.000000 Penalty: 5460.361816
	Iteration 64Q: 3 clusters Score -1.064839e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -10648375.000000 Penalty: 5460.361816
	Iteration 65Q: 3 clusters Score -1.064838e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -10648396.000000 Penalty: 5460.361816
	Iteration 66Q: 3 clusters Score -1.06484e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -10648378.000000 Penalty: 5460.361816
	Iteration 67Q: 3 clusters Score -1.064838e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -10648312.000000 Penalty: 5460.361816
	Iteration 68Q: 3 clusters Score -1.064831e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -10648287.000000 Penalty: 5460.361816
	Iteration 69Q: 3 clusters Score -1.064829e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -10648239.000000 Penalty: 5460.361816
	Iteration 70Q: 3 clusters Score -1.064824e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -10648182.000000 Penalty: 5460.361816
	Iteration 71Q: 3 clusters Score -1.064818e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -10648143.000000 Penalty: 5460.361816
	Iteration 72Q: 3 clusters Score -1.064814e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -10648113.000000 Penalty: 5460.361816
	Iteration 73Q: 3 clusters Score -1.064811e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -10648104.000000 Penalty: 5460.361816
	Iteration 74Q: 3 clusters Score -1.06481e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -10648061.000000 Penalty: 5460.361816
	Iteration 75Q: 3 clusters Score -1.064806e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -10648060.000000 Penalty: 5460.361816
	Iteration 76Q: 3 clusters Score -1.064806e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -10648034.000000 Penalty: 5460.361816
	Iteration 77Q: 3 clusters Score -1.064803e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -10648004.000000 Penalty: 5460.361816
	Iteration 78Q: 3 clusters Score -1.0648e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -10647995.000000 Penalty: 5460.361816
	Iteration 79Q: 3 clusters Score -1.0648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -10647994.000000 Penalty: 5460.361816
	Iteration 80F: 3 clusters Score -1.064799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -10647975.000000 Penalty: 5460.361816
	Iteration 81Q: 3 clusters Score -1.064798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -10647974.000000 Penalty: 5460.361816
	Iteration 82Q: 3 clusters Score -1.064797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -10647968.000000 Penalty: 5460.361816
	Iteration 83Q: 3 clusters Score -1.064797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -10647976.000000 Penalty: 5460.361816
	Iteration 84Q: 3 clusters Score -1.064798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -10647990.000000 Penalty: 5460.361816
	Iteration 85Q: 3 clusters Score -1.064799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -10647973.000000 Penalty: 5460.361816
	Iteration 86Q: 3 clusters Score -1.064797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -10647979.000000 Penalty: 5460.361816
	Iteration 87Q: 3 clusters Score -1.064798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -10647980.000000 Penalty: 5460.361816
	Iteration 88Q: 3 clusters Score -1.064798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -10647971.000000 Penalty: 5460.361816
	Iteration 89Q: 3 clusters Score -1.064797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -10647974.000000 Penalty: 5460.361816
	Iteration 90Q: 3 clusters Score -1.064797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -10647969.000000 Penalty: 5460.361816
	Iteration 91Q: 3 clusters Score -1.064797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -10647956.000000 Penalty: 5460.361816
	Iteration 92Q: 3 clusters Score -1.064796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -10647949.000000 Penalty: 5460.361816
	Iteration 93Q: 3 clusters Score -1.064795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -10647952.000000 Penalty: 5460.361816
	Iteration 94Q: 3 clusters Score -1.064795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -10647941.000000 Penalty: 5460.361816
	Iteration 95Q: 3 clusters Score -1.064794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -10647952.000000 Penalty: 5460.361816
	Iteration 96Q: 3 clusters Score -1.064795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -10647939.000000 Penalty: 5460.361816
	Iteration 97Q: 3 clusters Score -1.064794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -10647939.000000 Penalty: 5460.361816
	Iteration 98Q: 3 clusters Score -1.064794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -10647931.000000 Penalty: 5460.361816
	Iteration 99Q: 3 clusters Score -1.064793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -10647937.000000 Penalty: 5460.361816
	Iteration 100F: 3 clusters Score -1.064794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -10647930.000000 Penalty: 5460.361816
	Iteration 101Q: 3 clusters Score -1.064793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -10647920.000000 Penalty: 5460.361816
	Iteration 102Q: 3 clusters Score -1.064792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -10647918.000000 Penalty: 5460.361816
	Iteration 103Q: 3 clusters Score -1.064792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -10647922.000000 Penalty: 5460.361816
	Iteration 104Q: 3 clusters Score -1.064792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -10647926.000000 Penalty: 5460.361816
	Iteration 105Q: 3 clusters Score -1.064793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -10647925.000000 Penalty: 5460.361816
	Iteration 106Q: 3 clusters Score -1.064792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -10647928.000000 Penalty: 5460.361816
	Iteration 107Q: 3 clusters Score -1.064793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -10647934.000000 Penalty: 5460.361816
	Iteration 108Q: 3 clusters Score -1.064793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -10647928.000000 Penalty: 5460.361816
	Iteration 109Q: 3 clusters Score -1.064793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -10647927.000000 Penalty: 5460.361816
	Iteration 110Q: 3 clusters Score -1.064793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -10647931.000000 Penalty: 5460.361816
	Iteration 111Q: 3 clusters Score -1.064793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -10647925.000000 Penalty: 5460.361816
	Iteration 112Q: 3 clusters Score -1.064792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -10647922.000000 Penalty: 5460.361816
	Iteration 113Q: 3 clusters Score -1.064792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -10647922.000000 Penalty: 5460.361816
	Iteration 114F: 3 clusters Score -1.064792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 78326 members 
Mstep: Class 3 contains 69711 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 79766 members 
Mstep: Class 7 contains 77071 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Entering Unmasked Estep 
Score: -196048992.000000 Penalty: 72550.546875
Splitting cluster 1 changes total score from -196043280.000000 to -196048992.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (78326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Entering Unmasked Estep 
Score: -14057525.000000 Penalty: 2794.621338
	Iteration 0F: 2 clusters Score -1.405752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -14039480.000000 Penalty: 5589.242676
	Iteration 0F: 3 clusters Score -1.403948e+07 nChanged 36985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -14060328.000000 Penalty: 5589.242676
	Iteration 1F: 3 clusters Score -1.406033e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -14061059.000000 Penalty: 5589.242676
	Iteration 2Q: 3 clusters Score -1.406106e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -14061776.000000 Penalty: 5589.242676
	Iteration 3Q: 3 clusters Score -1.406178e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -14062939.000000 Penalty: 5589.242676
	Iteration 4F: 3 clusters Score -1.406294e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -14064790.000000 Penalty: 5589.242676
	Iteration 5F: 3 clusters Score -1.406479e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -14068153.000000 Penalty: 5589.242676
	Iteration 6F: 3 clusters Score -1.406815e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -14073003.000000 Penalty: 5589.242676
	Iteration 7F: 3 clusters Score -1.4073e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -14076589.000000 Penalty: 5589.242676
	Iteration 8F: 3 clusters Score -1.407659e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -14078809.000000 Penalty: 5589.242676
	Iteration 9F: 3 clusters Score -1.407881e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -14080226.000000 Penalty: 5589.242676
	Iteration 10Q: 3 clusters Score -1.408023e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -14080992.000000 Penalty: 5589.242676
	Iteration 11Q: 3 clusters Score -1.408099e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -14081510.000000 Penalty: 5589.242676
	Iteration 12Q: 3 clusters Score -1.408151e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -14082029.000000 Penalty: 5589.242676
	Iteration 13Q: 3 clusters Score -1.408203e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -14082463.000000 Penalty: 5589.242676
	Iteration 14Q: 3 clusters Score -1.408246e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -14082693.000000 Penalty: 5589.242676
	Iteration 15Q: 3 clusters Score -1.408269e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -14082866.000000 Penalty: 5589.242676
	Iteration 16Q: 3 clusters Score -1.408287e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -14082894.000000 Penalty: 5589.242676
	Iteration 17Q: 3 clusters Score -1.408289e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -14082784.000000 Penalty: 5589.242676
	Iteration 18Q: 3 clusters Score -1.408278e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -14082603.000000 Penalty: 5589.242676
	Iteration 19Q: 3 clusters Score -1.40826e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -14082247.000000 Penalty: 5589.242676
	Iteration 20F: 3 clusters Score -1.408225e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -14081722.000000 Penalty: 5589.242676
	Iteration 21Q: 3 clusters Score -1.408172e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -14081225.000000 Penalty: 5589.242676
	Iteration 22Q: 3 clusters Score -1.408122e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -14080413.000000 Penalty: 5589.242676
	Iteration 23Q: 3 clusters Score -1.408041e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -14079594.000000 Penalty: 5589.242676
	Iteration 24Q: 3 clusters Score -1.407959e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -14078590.000000 Penalty: 5589.242676
	Iteration 25Q: 3 clusters Score -1.407859e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -14077524.000000 Penalty: 5589.242676
	Iteration 26Q: 3 clusters Score -1.407752e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -14076652.000000 Penalty: 5589.242676
	Iteration 27Q: 3 clusters Score -1.407665e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -14075948.000000 Penalty: 5589.242676
	Iteration 28Q: 3 clusters Score -1.407595e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -14075189.000000 Penalty: 5589.242676
	Iteration 29Q: 3 clusters Score -1.407519e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -14074671.000000 Penalty: 5589.242676
	Iteration 30Q: 3 clusters Score -1.407467e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -14074285.000000 Penalty: 5589.242676
	Iteration 31Q: 3 clusters Score -1.407428e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -14074048.000000 Penalty: 5589.242676
	Iteration 32Q: 3 clusters Score -1.407405e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -14073994.000000 Penalty: 5589.242676
	Iteration 33Q: 3 clusters Score -1.407399e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -14073948.000000 Penalty: 5589.242676
	Iteration 34Q: 3 clusters Score -1.407395e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -14073952.000000 Penalty: 5589.242676
	Iteration 35Q: 3 clusters Score -1.407395e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -14073903.000000 Penalty: 5589.242676
	Iteration 36Q: 3 clusters Score -1.40739e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -14073976.000000 Penalty: 5589.242676
	Iteration 37Q: 3 clusters Score -1.407398e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -14074037.000000 Penalty: 5589.242676
	Iteration 38Q: 3 clusters Score -1.407404e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -14074206.000000 Penalty: 5589.242676
	Iteration 39Q: 3 clusters Score -1.407421e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -14074412.000000 Penalty: 5589.242676
	Iteration 40F: 3 clusters Score -1.407441e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -14074565.000000 Penalty: 5589.242676
	Iteration 41Q: 3 clusters Score -1.407456e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -14074771.000000 Penalty: 5589.242676
	Iteration 42Q: 3 clusters Score -1.407477e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -14074934.000000 Penalty: 5589.242676
	Iteration 43Q: 3 clusters Score -1.407493e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -14075075.000000 Penalty: 5589.242676
	Iteration 44Q: 3 clusters Score -1.407508e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -14075234.000000 Penalty: 5589.242676
	Iteration 45Q: 3 clusters Score -1.407523e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -14075399.000000 Penalty: 5589.242676
	Iteration 46Q: 3 clusters Score -1.40754e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -14075622.000000 Penalty: 5589.242676
	Iteration 47Q: 3 clusters Score -1.407562e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -14075834.000000 Penalty: 5589.242676
	Iteration 48Q: 3 clusters Score -1.407583e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -14075989.000000 Penalty: 5589.242676
	Iteration 49Q: 3 clusters Score -1.407599e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -14076137.000000 Penalty: 5589.242676
	Iteration 50Q: 3 clusters Score -1.407614e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -14076324.000000 Penalty: 5589.242676
	Iteration 51Q: 3 clusters Score -1.407632e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -14076511.000000 Penalty: 5589.242676
	Iteration 52Q: 3 clusters Score -1.407651e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -14076692.000000 Penalty: 5589.242676
	Iteration 53Q: 3 clusters Score -1.407669e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -14076918.000000 Penalty: 5589.242676
	Iteration 54Q: 3 clusters Score -1.407692e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -14077076.000000 Penalty: 5589.242676
	Iteration 55Q: 3 clusters Score -1.407708e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -14077206.000000 Penalty: 5589.242676
	Iteration 56Q: 3 clusters Score -1.407721e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -14077339.000000 Penalty: 5589.242676
	Iteration 57Q: 3 clusters Score -1.407734e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -14077502.000000 Penalty: 5589.242676
	Iteration 58Q: 3 clusters Score -1.40775e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -14077625.000000 Penalty: 5589.242676
	Iteration 59Q: 3 clusters Score -1.407762e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -14077803.000000 Penalty: 5589.242676
	Iteration 60F: 3 clusters Score -1.40778e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -14077912.000000 Penalty: 5589.242676
	Iteration 61Q: 3 clusters Score -1.407791e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -14077976.000000 Penalty: 5589.242676
	Iteration 62Q: 3 clusters Score -1.407798e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -14078070.000000 Penalty: 5589.242676
	Iteration 63Q: 3 clusters Score -1.407807e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -14078166.000000 Penalty: 5589.242676
	Iteration 64Q: 3 clusters Score -1.407817e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -14078246.000000 Penalty: 5589.242676
	Iteration 65Q: 3 clusters Score -1.407825e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -14078278.000000 Penalty: 5589.242676
	Iteration 66Q: 3 clusters Score -1.407828e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -14078348.000000 Penalty: 5589.242676
	Iteration 67Q: 3 clusters Score -1.407835e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -14078448.000000 Penalty: 5589.242676
	Iteration 68Q: 3 clusters Score -1.407845e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -14078462.000000 Penalty: 5589.242676
	Iteration 69Q: 3 clusters Score -1.407846e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -14078486.000000 Penalty: 5589.242676
	Iteration 70Q: 3 clusters Score -1.407849e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -14078502.000000 Penalty: 5589.242676
	Iteration 71Q: 3 clusters Score -1.40785e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -14078597.000000 Penalty: 5589.242676
	Iteration 72Q: 3 clusters Score -1.40786e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -14078670.000000 Penalty: 5589.242676
	Iteration 73Q: 3 clusters Score -1.407867e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -14078705.000000 Penalty: 5589.242676
	Iteration 74Q: 3 clusters Score -1.40787e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -14078725.000000 Penalty: 5589.242676
	Iteration 75Q: 3 clusters Score -1.407872e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -14078731.000000 Penalty: 5589.242676
	Iteration 76Q: 3 clusters Score -1.407873e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -14078799.000000 Penalty: 5589.242676
	Iteration 77Q: 3 clusters Score -1.40788e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -14078870.000000 Penalty: 5589.242676
	Iteration 78Q: 3 clusters Score -1.407887e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -14078897.000000 Penalty: 5589.242676
	Iteration 79Q: 3 clusters Score -1.40789e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -14078964.000000 Penalty: 5589.242676
	Iteration 80F: 3 clusters Score -1.407896e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -14078936.000000 Penalty: 5589.242676
	Iteration 81Q: 3 clusters Score -1.407894e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -14078980.000000 Penalty: 5589.242676
	Iteration 82Q: 3 clusters Score -1.407898e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -14079001.000000 Penalty: 5589.242676
	Iteration 83Q: 3 clusters Score -1.4079e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -14079009.000000 Penalty: 5589.242676
	Iteration 84Q: 3 clusters Score -1.407901e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -14079046.000000 Penalty: 5589.242676
	Iteration 85Q: 3 clusters Score -1.407905e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -14079075.000000 Penalty: 5589.242676
	Iteration 86Q: 3 clusters Score -1.407908e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -14079089.000000 Penalty: 5589.242676
	Iteration 87Q: 3 clusters Score -1.407909e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -14079102.000000 Penalty: 5589.242676
	Iteration 88Q: 3 clusters Score -1.40791e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -14079146.000000 Penalty: 5589.242676
	Iteration 89Q: 3 clusters Score -1.407915e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -14079157.000000 Penalty: 5589.242676
	Iteration 90Q: 3 clusters Score -1.407916e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -14079196.000000 Penalty: 5589.242676
	Iteration 91Q: 3 clusters Score -1.40792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -14079220.000000 Penalty: 5589.242676
	Iteration 92Q: 3 clusters Score -1.407922e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -14079208.000000 Penalty: 5589.242676
	Iteration 93Q: 3 clusters Score -1.407921e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -14079220.000000 Penalty: 5589.242676
	Iteration 94Q: 3 clusters Score -1.407922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -14079256.000000 Penalty: 5589.242676
	Iteration 95Q: 3 clusters Score -1.407926e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -14079258.000000 Penalty: 5589.242676
	Iteration 96Q: 3 clusters Score -1.407926e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -14079287.000000 Penalty: 5589.242676
	Iteration 97Q: 3 clusters Score -1.407929e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -14079270.000000 Penalty: 5589.242676
	Iteration 98Q: 3 clusters Score -1.407927e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -14079298.000000 Penalty: 5589.242676
	Iteration 99Q: 3 clusters Score -1.40793e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -14079294.000000 Penalty: 5589.242676
	Iteration 100F: 3 clusters Score -1.407929e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -14079304.000000 Penalty: 5589.242676
	Iteration 101Q: 3 clusters Score -1.40793e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -14079310.000000 Penalty: 5589.242676
	Iteration 102Q: 3 clusters Score -1.407931e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -14079311.000000 Penalty: 5589.242676
	Iteration 103Q: 3 clusters Score -1.407931e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -14079303.000000 Penalty: 5589.242676
	Iteration 104Q: 3 clusters Score -1.40793e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -14079324.000000 Penalty: 5589.242676
	Iteration 105Q: 3 clusters Score -1.407932e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -14079315.000000 Penalty: 5589.242676
	Iteration 106Q: 3 clusters Score -1.407932e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -14079303.000000 Penalty: 5589.242676
	Iteration 107Q: 3 clusters Score -1.40793e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -14079282.000000 Penalty: 5589.242676
	Iteration 108Q: 3 clusters Score -1.407928e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -14079291.000000 Penalty: 5589.242676
	Iteration 109Q: 3 clusters Score -1.407929e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -14079286.000000 Penalty: 5589.242676
	Iteration 110Q: 3 clusters Score -1.407929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -14079294.000000 Penalty: 5589.242676
	Iteration 111Q: 3 clusters Score -1.407929e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -14079277.000000 Penalty: 5589.242676
	Iteration 112Q: 3 clusters Score -1.407928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -14079288.000000 Penalty: 5589.242676
	Iteration 113Q: 3 clusters Score -1.407929e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -14079285.000000 Penalty: 5589.242676
	Iteration 114Q: 3 clusters Score -1.407928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -14079291.000000 Penalty: 5589.242676
	Iteration 115Q: 3 clusters Score -1.407929e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -14079278.000000 Penalty: 5589.242676
	Iteration 116Q: 3 clusters Score -1.407928e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -14079271.000000 Penalty: 5589.242676
	Iteration 117Q: 3 clusters Score -1.407927e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -14079282.000000 Penalty: 5589.242676
	Iteration 118Q: 3 clusters Score -1.407928e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -14079309.000000 Penalty: 5589.242676
	Iteration 119Q: 3 clusters Score -1.407931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -14079308.000000 Penalty: 5589.242676
	Iteration 120F: 3 clusters Score -1.407931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -14079280.000000 Penalty: 5589.242676
	Iteration 121Q: 3 clusters Score -1.407928e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -14079278.000000 Penalty: 5589.242676
	Iteration 122Q: 3 clusters Score -1.407928e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -14079249.000000 Penalty: 5589.242676
	Iteration 123Q: 3 clusters Score -1.407925e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -14079245.000000 Penalty: 5589.242676
	Iteration 124Q: 3 clusters Score -1.407924e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -14079243.000000 Penalty: 5589.242676
	Iteration 125Q: 3 clusters Score -1.407924e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -14079225.000000 Penalty: 5589.242676
	Iteration 126Q: 3 clusters Score -1.407922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -14079212.000000 Penalty: 5589.242676
	Iteration 127Q: 3 clusters Score -1.407921e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -14079183.000000 Penalty: 5589.242676
	Iteration 128Q: 3 clusters Score -1.407918e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -14079186.000000 Penalty: 5589.242676
	Iteration 129Q: 3 clusters Score -1.407919e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -14079200.000000 Penalty: 5589.242676
	Iteration 130Q: 3 clusters Score -1.40792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -14079237.000000 Penalty: 5589.242676
	Iteration 131Q: 3 clusters Score -1.407924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -14079222.000000 Penalty: 5589.242676
	Iteration 132Q: 3 clusters Score -1.407922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -14079220.000000 Penalty: 5589.242676
	Iteration 133Q: 3 clusters Score -1.407922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -14079231.000000 Penalty: 5589.242676
	Iteration 134Q: 3 clusters Score -1.407923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -14079234.000000 Penalty: 5589.242676
	Iteration 135Q: 3 clusters Score -1.407923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -14079220.000000 Penalty: 5589.242676
	Iteration 136Q: 3 clusters Score -1.407922e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -14079256.000000 Penalty: 5589.242676
	Iteration 137Q: 3 clusters Score -1.407926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -14079262.000000 Penalty: 5589.242676
	Iteration 138Q: 3 clusters Score -1.407926e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -14079289.000000 Penalty: 5589.242676
	Iteration 139Q: 3 clusters Score -1.407929e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -14079309.000000 Penalty: 5589.242676
	Iteration 140F: 3 clusters Score -1.407931e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -14079292.000000 Penalty: 5589.242676
	Iteration 141Q: 3 clusters Score -1.407929e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -14079297.000000 Penalty: 5589.242676
	Iteration 142Q: 3 clusters Score -1.40793e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -14079278.000000 Penalty: 5589.242676
	Iteration 143Q: 3 clusters Score -1.407928e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -14079291.000000 Penalty: 5589.242676
	Iteration 144Q: 3 clusters Score -1.407929e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -14079312.000000 Penalty: 5589.242676
	Iteration 145Q: 3 clusters Score -1.407931e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -14079305.000000 Penalty: 5589.242676
	Iteration 146Q: 3 clusters Score -1.40793e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -14079294.000000 Penalty: 5589.242676
	Iteration 147Q: 3 clusters Score -1.407929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -14079295.000000 Penalty: 5589.242676
	Iteration 148Q: 3 clusters Score -1.40793e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -14079300.000000 Penalty: 5589.242676
	Iteration 149Q: 3 clusters Score -1.40793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -14079288.000000 Penalty: 5589.242676
	Iteration 150Q: 3 clusters Score -1.407929e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -14079280.000000 Penalty: 5589.242676
	Iteration 151Q: 3 clusters Score -1.407928e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -14079272.000000 Penalty: 5589.242676
	Iteration 152Q: 3 clusters Score -1.407927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -14079276.000000 Penalty: 5589.242676
	Iteration 153Q: 3 clusters Score -1.407928e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -14079271.000000 Penalty: 5589.242676
	Iteration 154Q: 3 clusters Score -1.407927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -14079266.000000 Penalty: 5589.242676
	Iteration 155Q: 3 clusters Score -1.407927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -14079281.000000 Penalty: 5589.242676
	Iteration 156Q: 3 clusters Score -1.407928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -14079276.000000 Penalty: 5589.242676
	Iteration 157Q: 3 clusters Score -1.407928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -14079263.000000 Penalty: 5589.242676
	Iteration 158Q: 3 clusters Score -1.407926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -14079263.000000 Penalty: 5589.242676
	Iteration 159Q: 3 clusters Score -1.407926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -14079255.000000 Penalty: 5589.242676
	Iteration 160F: 3 clusters Score -1.407926e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -14079242.000000 Penalty: 5589.242676
	Iteration 161Q: 3 clusters Score -1.407924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -14079241.000000 Penalty: 5589.242676
	Iteration 162Q: 3 clusters Score -1.407924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -14079243.000000 Penalty: 5589.242676
	Iteration 163Q: 3 clusters Score -1.407924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -14079253.000000 Penalty: 5589.242676
	Iteration 164Q: 3 clusters Score -1.407925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -14079250.000000 Penalty: 5589.242676
	Iteration 165Q: 3 clusters Score -1.407925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -14079214.000000 Penalty: 5589.242676
	Iteration 166Q: 3 clusters Score -1.407921e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -14079217.000000 Penalty: 5589.242676
	Iteration 167Q: 3 clusters Score -1.407922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -14079219.000000 Penalty: 5589.242676
	Iteration 168Q: 3 clusters Score -1.407922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -14079212.000000 Penalty: 5589.242676
	Iteration 169Q: 3 clusters Score -1.407921e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -14079221.000000 Penalty: 5589.242676
	Iteration 170Q: 3 clusters Score -1.407922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -14079226.000000 Penalty: 5589.242676
	Iteration 171Q: 3 clusters Score -1.407923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -14079224.000000 Penalty: 5589.242676
	Iteration 172Q: 3 clusters Score -1.407922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -14079203.000000 Penalty: 5589.242676
	Iteration 173Q: 3 clusters Score -1.40792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -14079193.000000 Penalty: 5589.242676
	Iteration 174Q: 3 clusters Score -1.407919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -14079170.000000 Penalty: 5589.242676
	Iteration 175Q: 3 clusters Score -1.407917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -14079175.000000 Penalty: 5589.242676
	Iteration 176Q: 3 clusters Score -1.407918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -14079172.000000 Penalty: 5589.242676
	Iteration 177Q: 3 clusters Score -1.407917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -14079187.000000 Penalty: 5589.242676
	Iteration 178Q: 3 clusters Score -1.407919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -14079179.000000 Penalty: 5589.242676
	Iteration 179Q: 3 clusters Score -1.407918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -14079172.000000 Penalty: 5589.242676
	Iteration 180F: 3 clusters Score -1.407917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -14079181.000000 Penalty: 5589.242676
	Iteration 181Q: 3 clusters Score -1.407918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -14079164.000000 Penalty: 5589.242676
	Iteration 182Q: 3 clusters Score -1.407916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -14079161.000000 Penalty: 5589.242676
	Iteration 183Q: 3 clusters Score -1.407916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -14079175.000000 Penalty: 5589.242676
	Iteration 184Q: 3 clusters Score -1.407918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -14079176.000000 Penalty: 5589.242676
	Iteration 185Q: 3 clusters Score -1.407918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -14079170.000000 Penalty: 5589.242676
	Iteration 186Q: 3 clusters Score -1.407917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -14079159.000000 Penalty: 5589.242676
	Iteration 187Q: 3 clusters Score -1.407916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -14079152.000000 Penalty: 5589.242676
	Iteration 188Q: 3 clusters Score -1.407915e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -14079131.000000 Penalty: 5589.242676
	Iteration 189Q: 3 clusters Score -1.407913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -14079155.000000 Penalty: 5589.242676
	Iteration 190Q: 3 clusters Score -1.407916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -14079162.000000 Penalty: 5589.242676
	Iteration 191Q: 3 clusters Score -1.407916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -14079156.000000 Penalty: 5589.242676
	Iteration 192Q: 3 clusters Score -1.407916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -14079132.000000 Penalty: 5589.242676
	Iteration 193Q: 3 clusters Score -1.407913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -14079124.000000 Penalty: 5589.242676
	Iteration 194Q: 3 clusters Score -1.407912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -14079144.000000 Penalty: 5589.242676
	Iteration 195Q: 3 clusters Score -1.407914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -14079140.000000 Penalty: 5589.242676
	Iteration 196Q: 3 clusters Score -1.407914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -14079115.000000 Penalty: 5589.242676
	Iteration 197Q: 3 clusters Score -1.407912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -14079131.000000 Penalty: 5589.242676
	Iteration 198Q: 3 clusters Score -1.407913e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -14079120.000000 Penalty: 5589.242676
	Iteration 199Q: 3 clusters Score -1.407912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -14079122.000000 Penalty: 5589.242676
	Iteration 200F: 3 clusters Score -1.407912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -14079118.000000 Penalty: 5589.242676
	Iteration 201Q: 3 clusters Score -1.407912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -14079106.000000 Penalty: 5589.242676
	Iteration 202Q: 3 clusters Score -1.407911e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -14079112.000000 Penalty: 5589.242676
	Iteration 203Q: 3 clusters Score -1.407911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -14079108.000000 Penalty: 5589.242676
	Iteration 204Q: 3 clusters Score -1.407911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -14079131.000000 Penalty: 5589.242676
	Iteration 205Q: 3 clusters Score -1.407913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -14079116.000000 Penalty: 5589.242676
	Iteration 206Q: 3 clusters Score -1.407912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -14079108.000000 Penalty: 5589.242676
	Iteration 207Q: 3 clusters Score -1.407911e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -14079104.000000 Penalty: 5589.242676
	Iteration 208Q: 3 clusters Score -1.40791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -14079088.000000 Penalty: 5589.242676
	Iteration 209Q: 3 clusters Score -1.407909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -14079087.000000 Penalty: 5589.242676
	Iteration 210Q: 3 clusters Score -1.407909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -14079093.000000 Penalty: 5589.242676
	Iteration 211Q: 3 clusters Score -1.407909e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -14079096.000000 Penalty: 5589.242676
	Iteration 212Q: 3 clusters Score -1.40791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -14079085.000000 Penalty: 5589.242676
	Iteration 213Q: 3 clusters Score -1.407908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -14079067.000000 Penalty: 5589.242676
	Iteration 214Q: 3 clusters Score -1.407907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -14079063.000000 Penalty: 5589.242676
	Iteration 215Q: 3 clusters Score -1.407906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -14079070.000000 Penalty: 5589.242676
	Iteration 216Q: 3 clusters Score -1.407907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -14079064.000000 Penalty: 5589.242676
	Iteration 217Q: 3 clusters Score -1.407906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -14079073.000000 Penalty: 5589.242676
	Iteration 218Q: 3 clusters Score -1.407907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -14079074.000000 Penalty: 5589.242676
	Iteration 219Q: 3 clusters Score -1.407907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -14079058.000000 Penalty: 5589.242676
	Iteration 220F: 3 clusters Score -1.407906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -14079040.000000 Penalty: 5589.242676
	Iteration 221Q: 3 clusters Score -1.407904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -14079046.000000 Penalty: 5589.242676
	Iteration 222Q: 3 clusters Score -1.407905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -14079044.000000 Penalty: 5589.242676
	Iteration 223Q: 3 clusters Score -1.407904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -14079032.000000 Penalty: 5589.242676
	Iteration 224Q: 3 clusters Score -1.407903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -14079022.000000 Penalty: 5589.242676
	Iteration 225Q: 3 clusters Score -1.407902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -14079000.000000 Penalty: 5589.242676
	Iteration 226Q: 3 clusters Score -1.4079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -14078998.000000 Penalty: 5589.242676
	Iteration 227Q: 3 clusters Score -1.4079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -14078985.000000 Penalty: 5589.242676
	Iteration 228Q: 3 clusters Score -1.407898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -14079000.000000 Penalty: 5589.242676
	Iteration 229Q: 3 clusters Score -1.4079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -14078997.000000 Penalty: 5589.242676
	Iteration 230Q: 3 clusters Score -1.4079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -14079000.000000 Penalty: 5589.242676
	Iteration 231Q: 3 clusters Score -1.4079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -14078994.000000 Penalty: 5589.242676
	Iteration 232Q: 3 clusters Score -1.407899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -14078989.000000 Penalty: 5589.242676
	Iteration 233Q: 3 clusters Score -1.407899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -14078998.000000 Penalty: 5589.242676
	Iteration 234Q: 3 clusters Score -1.4079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -14078995.000000 Penalty: 5589.242676
	Iteration 235Q: 3 clusters Score -1.4079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -14078988.000000 Penalty: 5589.242676
	Iteration 236Q: 3 clusters Score -1.407899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -14078982.000000 Penalty: 5589.242676
	Iteration 237Q: 3 clusters Score -1.407898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -14078992.000000 Penalty: 5589.242676
	Iteration 238Q: 3 clusters Score -1.407899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -14078982.000000 Penalty: 5589.242676
	Iteration 239Q: 3 clusters Score -1.407898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -14078982.000000 Penalty: 5589.242676
	Iteration 240F: 3 clusters Score -1.407898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 69711 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 79766 members 
Mstep: Class 7 contains 77071 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Entering Unmasked Estep 
Score: -196066096.000000 Penalty: 76005.335938
Splitting cluster 2 changes total score from -196043280.000000 to -196066096.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (69711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Entering Unmasked Estep 
Score: -12338856.000000 Penalty: 2765.724121
	Iteration 0F: 2 clusters Score -1.233886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -12309111.000000 Penalty: 5531.448242
	Iteration 0F: 3 clusters Score -1.230911e+07 nChanged 32657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -12327198.000000 Penalty: 5531.448242
	Iteration 1F: 3 clusters Score -1.23272e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -12328000.000000 Penalty: 5531.448242
	Iteration 2Q: 3 clusters Score -1.2328e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -12328910.000000 Penalty: 5531.448242
	Iteration 3Q: 3 clusters Score -1.232891e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -12330126.000000 Penalty: 5531.448242
	Iteration 4Q: 3 clusters Score -1.233013e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -12331754.000000 Penalty: 5531.448242
	Iteration 5Q: 3 clusters Score -1.233175e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -12333900.000000 Penalty: 5531.448242
	Iteration 6F: 3 clusters Score -1.23339e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -12336391.000000 Penalty: 5531.448242
	Iteration 7F: 3 clusters Score -1.233639e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -12339265.000000 Penalty: 5531.448242
	Iteration 8F: 3 clusters Score -1.233926e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -12341938.000000 Penalty: 5531.448242
	Iteration 9F: 3 clusters Score -1.234194e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -12344016.000000 Penalty: 5531.448242
	Iteration 10F: 3 clusters Score -1.234402e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -12345411.000000 Penalty: 5531.448242
	Iteration 11Q: 3 clusters Score -1.234541e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -12346204.000000 Penalty: 5531.448242
	Iteration 12Q: 3 clusters Score -1.23462e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -12346851.000000 Penalty: 5531.448242
	Iteration 13Q: 3 clusters Score -1.234685e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -12347488.000000 Penalty: 5531.448242
	Iteration 14Q: 3 clusters Score -1.234749e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -12347988.000000 Penalty: 5531.448242
	Iteration 15Q: 3 clusters Score -1.234799e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -12348540.000000 Penalty: 5531.448242
	Iteration 16Q: 3 clusters Score -1.234854e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -12349063.000000 Penalty: 5531.448242
	Iteration 17Q: 3 clusters Score -1.234906e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -12349466.000000 Penalty: 5531.448242
	Iteration 18Q: 3 clusters Score -1.234947e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -12349907.000000 Penalty: 5531.448242
	Iteration 19Q: 3 clusters Score -1.234991e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -12350196.000000 Penalty: 5531.448242
	Iteration 20F: 3 clusters Score -1.23502e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -12350428.000000 Penalty: 5531.448242
	Iteration 21Q: 3 clusters Score -1.235043e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -12350625.000000 Penalty: 5531.448242
	Iteration 22Q: 3 clusters Score -1.235062e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -12350787.000000 Penalty: 5531.448242
	Iteration 23Q: 3 clusters Score -1.235079e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -12350874.000000 Penalty: 5531.448242
	Iteration 24Q: 3 clusters Score -1.235087e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -12350884.000000 Penalty: 5531.448242
	Iteration 25Q: 3 clusters Score -1.235088e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -12350872.000000 Penalty: 5531.448242
	Iteration 26Q: 3 clusters Score -1.235087e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -12350857.000000 Penalty: 5531.448242
	Iteration 27Q: 3 clusters Score -1.235086e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -12350894.000000 Penalty: 5531.448242
	Iteration 28Q: 3 clusters Score -1.235089e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -12350846.000000 Penalty: 5531.448242
	Iteration 29Q: 3 clusters Score -1.235085e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -12350859.000000 Penalty: 5531.448242
	Iteration 30Q: 3 clusters Score -1.235086e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -12350869.000000 Penalty: 5531.448242
	Iteration 31Q: 3 clusters Score -1.235087e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -12350765.000000 Penalty: 5531.448242
	Iteration 32Q: 3 clusters Score -1.235076e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -12350823.000000 Penalty: 5531.448242
	Iteration 33Q: 3 clusters Score -1.235082e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -12350849.000000 Penalty: 5531.448242
	Iteration 34Q: 3 clusters Score -1.235085e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -12350814.000000 Penalty: 5531.448242
	Iteration 35Q: 3 clusters Score -1.235081e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -12350818.000000 Penalty: 5531.448242
	Iteration 36Q: 3 clusters Score -1.235082e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -12350788.000000 Penalty: 5531.448242
	Iteration 37Q: 3 clusters Score -1.235079e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -12350732.000000 Penalty: 5531.448242
	Iteration 38Q: 3 clusters Score -1.235073e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -12350736.000000 Penalty: 5531.448242
	Iteration 39Q: 3 clusters Score -1.235074e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -12350699.000000 Penalty: 5531.448242
	Iteration 40F: 3 clusters Score -1.23507e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -12350713.000000 Penalty: 5531.448242
	Iteration 41Q: 3 clusters Score -1.235071e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -12350667.000000 Penalty: 5531.448242
	Iteration 42Q: 3 clusters Score -1.235067e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -12350615.000000 Penalty: 5531.448242
	Iteration 43Q: 3 clusters Score -1.235062e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -12350626.000000 Penalty: 5531.448242
	Iteration 44Q: 3 clusters Score -1.235063e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -12350639.000000 Penalty: 5531.448242
	Iteration 45Q: 3 clusters Score -1.235064e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -12350668.000000 Penalty: 5531.448242
	Iteration 46Q: 3 clusters Score -1.235067e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -12350704.000000 Penalty: 5531.448242
	Iteration 47Q: 3 clusters Score -1.23507e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -12350677.000000 Penalty: 5531.448242
	Iteration 48Q: 3 clusters Score -1.235068e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -12350680.000000 Penalty: 5531.448242
	Iteration 49Q: 3 clusters Score -1.235068e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -12350670.000000 Penalty: 5531.448242
	Iteration 50Q: 3 clusters Score -1.235067e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -12350754.000000 Penalty: 5531.448242
	Iteration 51Q: 3 clusters Score -1.235075e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -12350826.000000 Penalty: 5531.448242
	Iteration 52Q: 3 clusters Score -1.235083e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -12350929.000000 Penalty: 5531.448242
	Iteration 53Q: 3 clusters Score -1.235093e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -12351034.000000 Penalty: 5531.448242
	Iteration 54Q: 3 clusters Score -1.235103e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -12351122.000000 Penalty: 5531.448242
	Iteration 55Q: 3 clusters Score -1.235112e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -12351183.000000 Penalty: 5531.448242
	Iteration 56Q: 3 clusters Score -1.235118e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -12351315.000000 Penalty: 5531.448242
	Iteration 57Q: 3 clusters Score -1.235132e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -12351354.000000 Penalty: 5531.448242
	Iteration 58Q: 3 clusters Score -1.235135e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -12351405.000000 Penalty: 5531.448242
	Iteration 59Q: 3 clusters Score -1.23514e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -12351404.000000 Penalty: 5531.448242
	Iteration 60F: 3 clusters Score -1.23514e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -12351380.000000 Penalty: 5531.448242
	Iteration 61Q: 3 clusters Score -1.235138e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -12351384.000000 Penalty: 5531.448242
	Iteration 62Q: 3 clusters Score -1.235138e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -12351347.000000 Penalty: 5531.448242
	Iteration 63Q: 3 clusters Score -1.235135e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -12351347.000000 Penalty: 5531.448242
	Iteration 64Q: 3 clusters Score -1.235135e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -12351357.000000 Penalty: 5531.448242
	Iteration 65Q: 3 clusters Score -1.235136e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -12351320.000000 Penalty: 5531.448242
	Iteration 66Q: 3 clusters Score -1.235132e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -12351318.000000 Penalty: 5531.448242
	Iteration 67Q: 3 clusters Score -1.235132e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -12351340.000000 Penalty: 5531.448242
	Iteration 68Q: 3 clusters Score -1.235134e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -12351330.000000 Penalty: 5531.448242
	Iteration 69Q: 3 clusters Score -1.235133e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -12351326.000000 Penalty: 5531.448242
	Iteration 70Q: 3 clusters Score -1.235133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -12351308.000000 Penalty: 5531.448242
	Iteration 71Q: 3 clusters Score -1.235131e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -12351290.000000 Penalty: 5531.448242
	Iteration 72Q: 3 clusters Score -1.235129e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -12351304.000000 Penalty: 5531.448242
	Iteration 73Q: 3 clusters Score -1.23513e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -12351316.000000 Penalty: 5531.448242
	Iteration 74Q: 3 clusters Score -1.235132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -12351291.000000 Penalty: 5531.448242
	Iteration 75Q: 3 clusters Score -1.235129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -12351286.000000 Penalty: 5531.448242
	Iteration 76Q: 3 clusters Score -1.235129e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -12351262.000000 Penalty: 5531.448242
	Iteration 77Q: 3 clusters Score -1.235126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -12351251.000000 Penalty: 5531.448242
	Iteration 78Q: 3 clusters Score -1.235125e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -12351240.000000 Penalty: 5531.448242
	Iteration 79Q: 3 clusters Score -1.235124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -12351224.000000 Penalty: 5531.448242
	Iteration 80F: 3 clusters Score -1.235122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -12351213.000000 Penalty: 5531.448242
	Iteration 81Q: 3 clusters Score -1.235121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -12351220.000000 Penalty: 5531.448242
	Iteration 82Q: 3 clusters Score -1.235122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -12351223.000000 Penalty: 5531.448242
	Iteration 83Q: 3 clusters Score -1.235122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -12351212.000000 Penalty: 5531.448242
	Iteration 84Q: 3 clusters Score -1.235121e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -12351222.000000 Penalty: 5531.448242
	Iteration 85Q: 3 clusters Score -1.235122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -12351204.000000 Penalty: 5531.448242
	Iteration 86Q: 3 clusters Score -1.23512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -12351188.000000 Penalty: 5531.448242
	Iteration 87Q: 3 clusters Score -1.235119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -12351185.000000 Penalty: 5531.448242
	Iteration 88Q: 3 clusters Score -1.235118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -12351180.000000 Penalty: 5531.448242
	Iteration 89Q: 3 clusters Score -1.235118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -12351183.000000 Penalty: 5531.448242
	Iteration 90Q: 3 clusters Score -1.235118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -12351174.000000 Penalty: 5531.448242
	Iteration 91Q: 3 clusters Score -1.235117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -12351181.000000 Penalty: 5531.448242
	Iteration 92Q: 3 clusters Score -1.235118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -12351156.000000 Penalty: 5531.448242
	Iteration 93Q: 3 clusters Score -1.235116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -12351159.000000 Penalty: 5531.448242
	Iteration 94Q: 3 clusters Score -1.235116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -12351164.000000 Penalty: 5531.448242
	Iteration 95Q: 3 clusters Score -1.235116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -12351163.000000 Penalty: 5531.448242
	Iteration 96Q: 3 clusters Score -1.235116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -12351138.000000 Penalty: 5531.448242
	Iteration 97Q: 3 clusters Score -1.235114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -12351141.000000 Penalty: 5531.448242
	Iteration 98Q: 3 clusters Score -1.235114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -12351148.000000 Penalty: 5531.448242
	Iteration 99Q: 3 clusters Score -1.235115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -12351140.000000 Penalty: 5531.448242
	Iteration 100F: 3 clusters Score -1.235114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -12351144.000000 Penalty: 5531.448242
	Iteration 101Q: 3 clusters Score -1.235114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -12351141.000000 Penalty: 5531.448242
	Iteration 102Q: 3 clusters Score -1.235114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -12351137.000000 Penalty: 5531.448242
	Iteration 103Q: 3 clusters Score -1.235114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -12351137.000000 Penalty: 5531.448242
	Iteration 104Q: 3 clusters Score -1.235114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -12351132.000000 Penalty: 5531.448242
	Iteration 105Q: 3 clusters Score -1.235113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -12351130.000000 Penalty: 5531.448242
	Iteration 106Q: 3 clusters Score -1.235113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -12351131.000000 Penalty: 5531.448242
	Iteration 107Q: 3 clusters Score -1.235113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -12351127.000000 Penalty: 5531.448242
	Iteration 108Q: 3 clusters Score -1.235113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -12351112.000000 Penalty: 5531.448242
	Iteration 109Q: 3 clusters Score -1.235111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -12351111.000000 Penalty: 5531.448242
	Iteration 110Q: 3 clusters Score -1.235111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -12351102.000000 Penalty: 5531.448242
	Iteration 111Q: 3 clusters Score -1.23511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -12351099.000000 Penalty: 5531.448242
	Iteration 112Q: 3 clusters Score -1.23511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -12351106.000000 Penalty: 5531.448242
	Iteration 113Q: 3 clusters Score -1.235111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -12351112.000000 Penalty: 5531.448242
	Iteration 114Q: 3 clusters Score -1.235111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -12351105.000000 Penalty: 5531.448242
	Iteration 115Q: 3 clusters Score -1.23511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -12351090.000000 Penalty: 5531.448242
	Iteration 116Q: 3 clusters Score -1.235109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -12351092.000000 Penalty: 5531.448242
	Iteration 117Q: 3 clusters Score -1.235109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -12351091.000000 Penalty: 5531.448242
	Iteration 118Q: 3 clusters Score -1.235109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -12351105.000000 Penalty: 5531.448242
	Iteration 119Q: 3 clusters Score -1.23511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -12351092.000000 Penalty: 5531.448242
	Iteration 120F: 3 clusters Score -1.235109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -12351089.000000 Penalty: 5531.448242
	Iteration 121Q: 3 clusters Score -1.235109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -12351084.000000 Penalty: 5531.448242
	Iteration 122Q: 3 clusters Score -1.235108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -12351084.000000 Penalty: 5531.448242
	Iteration 123Q: 3 clusters Score -1.235108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -12351085.000000 Penalty: 5531.448242
	Iteration 124Q: 3 clusters Score -1.235108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -12351100.000000 Penalty: 5531.448242
	Iteration 125Q: 3 clusters Score -1.23511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -12351085.000000 Penalty: 5531.448242
	Iteration 126Q: 3 clusters Score -1.235108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -12351069.000000 Penalty: 5531.448242
	Iteration 127Q: 3 clusters Score -1.235107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -12351071.000000 Penalty: 5531.448242
	Iteration 128Q: 3 clusters Score -1.235107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -12351059.000000 Penalty: 5531.448242
	Iteration 129Q: 3 clusters Score -1.235106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -12351066.000000 Penalty: 5531.448242
	Iteration 130Q: 3 clusters Score -1.235107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -12351051.000000 Penalty: 5531.448242
	Iteration 131Q: 3 clusters Score -1.235105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -12351057.000000 Penalty: 5531.448242
	Iteration 132Q: 3 clusters Score -1.235106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -12351066.000000 Penalty: 5531.448242
	Iteration 133Q: 3 clusters Score -1.235107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -12351059.000000 Penalty: 5531.448242
	Iteration 134Q: 3 clusters Score -1.235106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -12351060.000000 Penalty: 5531.448242
	Iteration 135Q: 3 clusters Score -1.235106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -12351055.000000 Penalty: 5531.448242
	Iteration 136Q: 3 clusters Score -1.235106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -12351057.000000 Penalty: 5531.448242
	Iteration 137Q: 3 clusters Score -1.235106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -12351060.000000 Penalty: 5531.448242
	Iteration 138Q: 3 clusters Score -1.235106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -12351056.000000 Penalty: 5531.448242
	Iteration 139Q: 3 clusters Score -1.235106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -12351044.000000 Penalty: 5531.448242
	Iteration 140F: 3 clusters Score -1.235104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -12351054.000000 Penalty: 5531.448242
	Iteration 141Q: 3 clusters Score -1.235105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -12351055.000000 Penalty: 5531.448242
	Iteration 142Q: 3 clusters Score -1.235106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -12351059.000000 Penalty: 5531.448242
	Iteration 143Q: 3 clusters Score -1.235106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -12351063.000000 Penalty: 5531.448242
	Iteration 144Q: 3 clusters Score -1.235106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -12351061.000000 Penalty: 5531.448242
	Iteration 145Q: 3 clusters Score -1.235106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -12351057.000000 Penalty: 5531.448242
	Iteration 146Q: 3 clusters Score -1.235106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -12351070.000000 Penalty: 5531.448242
	Iteration 147Q: 3 clusters Score -1.235107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -12351068.000000 Penalty: 5531.448242
	Iteration 148Q: 3 clusters Score -1.235107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -12351069.000000 Penalty: 5531.448242
	Iteration 149Q: 3 clusters Score -1.235107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -12351060.000000 Penalty: 5531.448242
	Iteration 150Q: 3 clusters Score -1.235106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -12351052.000000 Penalty: 5531.448242
	Iteration 151Q: 3 clusters Score -1.235105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -12351051.000000 Penalty: 5531.448242
	Iteration 152Q: 3 clusters Score -1.235105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -12351064.000000 Penalty: 5531.448242
	Iteration 153Q: 3 clusters Score -1.235106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -12351067.000000 Penalty: 5531.448242
	Iteration 154Q: 3 clusters Score -1.235107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -12351069.000000 Penalty: 5531.448242
	Iteration 155Q: 3 clusters Score -1.235107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -12351069.000000 Penalty: 5531.448242
	Iteration 156F: 3 clusters Score -1.235107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 79766 members 
Mstep: Class 7 contains 77071 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Entering Unmasked Estep 
Score: -196074592.000000 Penalty: 79460.125000
Splitting cluster 3 changes total score from -196043280.000000 to -196074592.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (10541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Entering Unmasked Estep 
Score: -1824164.000000 Penalty: 2297.230957
	Iteration 0F: 2 clusters Score -1824164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1816207.375000 Penalty: 4594.461914
	Iteration 0F: 3 clusters Score -1816207 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1819060.250000 Penalty: 4594.461914
	Iteration 1F: 3 clusters Score -1819060 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1819904.125000 Penalty: 4594.461914
	Iteration 2F: 3 clusters Score -1819904 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1820786.000000 Penalty: 4594.461914
	Iteration 3F: 3 clusters Score -1820786 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1821588.375000 Penalty: 4594.461914
	Iteration 4F: 3 clusters Score -1821588 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1822394.000000 Penalty: 4594.461914
	Iteration 5F: 3 clusters Score -1822394 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1823147.375000 Penalty: 4594.461914
	Iteration 6F: 3 clusters Score -1823147 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1823732.875000 Penalty: 4594.461914
	Iteration 7F: 3 clusters Score -1823733 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1824202.375000 Penalty: 4594.461914
	Iteration 8F: 3 clusters Score -1824202 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1824529.875000 Penalty: 4594.461914
	Iteration 9Q: 3 clusters Score -1824530 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1824729.250000 Penalty: 4594.461914
	Iteration 10Q: 3 clusters Score -1824729 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1824855.000000 Penalty: 4594.461914
	Iteration 11Q: 3 clusters Score -1824855 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1824979.625000 Penalty: 4594.461914
	Iteration 12Q: 3 clusters Score -1824980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1825120.875000 Penalty: 4594.461914
	Iteration 13Q: 3 clusters Score -1825121 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1825315.750000 Penalty: 4594.461914
	Iteration 14Q: 3 clusters Score -1825316 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1825505.375000 Penalty: 4594.461914
	Iteration 15Q: 3 clusters Score -1825505 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1825652.375000 Penalty: 4594.461914
	Iteration 16Q: 3 clusters Score -1825652 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1825750.500000 Penalty: 4594.461914
	Iteration 17Q: 3 clusters Score -1825750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1825799.875000 Penalty: 4594.461914
	Iteration 18Q: 3 clusters Score -1825800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1825846.125000 Penalty: 4594.461914
	Iteration 19Q: 3 clusters Score -1825846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1825873.625000 Penalty: 4594.461914
	Iteration 20F: 3 clusters Score -1825874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1825890.625000 Penalty: 4594.461914
	Iteration 21Q: 3 clusters Score -1825891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1825904.125000 Penalty: 4594.461914
	Iteration 22Q: 3 clusters Score -1825904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1825906.000000 Penalty: 4594.461914
	Iteration 23Q: 3 clusters Score -1825906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1825914.375000 Penalty: 4594.461914
	Iteration 24Q: 3 clusters Score -1825914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1825917.875000 Penalty: 4594.461914
	Iteration 25Q: 3 clusters Score -1825918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1825930.250000 Penalty: 4594.461914
	Iteration 26Q: 3 clusters Score -1825930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1825931.125000 Penalty: 4594.461914
	Iteration 27Q: 3 clusters Score -1825931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1825933.875000 Penalty: 4594.461914
	Iteration 28Q: 3 clusters Score -1825934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1825934.250000 Penalty: 4594.461914
	Iteration 29Q: 3 clusters Score -1825934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1825939.250000 Penalty: 4594.461914
	Iteration 30Q: 3 clusters Score -1825939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1825940.125000 Penalty: 4594.461914
	Iteration 31Q: 3 clusters Score -1825940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1825943.250000 Penalty: 4594.461914
	Iteration 32Q: 3 clusters Score -1825943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1825946.250000 Penalty: 4594.461914
	Iteration 33Q: 3 clusters Score -1825946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1825945.375000 Penalty: 4594.461914
	Iteration 34Q: 3 clusters Score -1825945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1825944.500000 Penalty: 4594.461914
	Iteration 35Q: 3 clusters Score -1825944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1825944.875000 Penalty: 4594.461914
	Iteration 36Q: 3 clusters Score -1825945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1825945.875000 Penalty: 4594.461914
	Iteration 37Q: 3 clusters Score -1825946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1825945.750000 Penalty: 4594.461914
	Iteration 38Q: 3 clusters Score -1825946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1825945.750000 Penalty: 4594.461914
	Iteration 39F: 3 clusters Score -1825946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 79766 members 
Mstep: Class 7 contains 77071 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Entering Unmasked Estep 
Score: -196074896.000000 Penalty: 82914.914062
Splitting cluster 4 changes total score from -196043280.000000 to -196074896.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -905308.625000 Penalty: 2136.576172
	Iteration 0F: 2 clusters Score -905308.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -900630.125000 Penalty: 4273.152344
	Iteration 0F: 3 clusters Score -900630.1 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -903645.187500 Penalty: 4273.152344
	Iteration 1F: 3 clusters Score -903645.2 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -908041.062500 Penalty: 4273.152344
	Iteration 2F: 3 clusters Score -908041.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -910380.625000 Penalty: 4273.152344
	Iteration 3F: 3 clusters Score -910380.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -910840.125000 Penalty: 4273.152344
	Iteration 4F: 3 clusters Score -910840.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -910944.625000 Penalty: 4273.152344
	Iteration 5Q: 3 clusters Score -910944.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -910974.312500 Penalty: 4273.152344
	Iteration 6Q: 3 clusters Score -910974.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -910991.000000 Penalty: 4273.152344
	Iteration 7Q: 3 clusters Score -910991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -911078.000000 Penalty: 4273.152344
	Iteration 8Q: 3 clusters Score -911078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -911354.687500 Penalty: 4273.152344
	Iteration 9Q: 3 clusters Score -911354.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -911642.000000 Penalty: 4273.152344
	Iteration 10Q: 3 clusters Score -911642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -911742.375000 Penalty: 4273.152344
	Iteration 11Q: 3 clusters Score -911742.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -911766.125000 Penalty: 4273.152344
	Iteration 12Q: 3 clusters Score -911766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -911773.375000 Penalty: 4273.152344
	Iteration 13Q: 3 clusters Score -911773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -911773.625000 Penalty: 4273.152344
	Iteration 14Q: 3 clusters Score -911773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -911777.312500 Penalty: 4273.152344
	Iteration 15Q: 3 clusters Score -911777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -911776.500000 Penalty: 4273.152344
	Iteration 16Q: 3 clusters Score -911776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -911780.250000 Penalty: 4273.152344
	Iteration 17Q: 3 clusters Score -911780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -911781.000000 Penalty: 4273.152344
	Iteration 18Q: 3 clusters Score -911781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -911781.375000 Penalty: 4273.152344
	Iteration 19Q: 3 clusters Score -911781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -911780.812500 Penalty: 4273.152344
	Iteration 20F: 3 clusters Score -911780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 79766 members 
Mstep: Class 7 contains 77071 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Entering Unmasked Estep 
Score: -196081072.000000 Penalty: 86369.703125
Splitting cluster 5 changes total score from -196043280.000000 to -196081072.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (79766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Entering Unmasked Estep 
Score: -14368650.000000 Penalty: 2799.139404
	Iteration 0F: 2 clusters Score -1.436865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -14351073.000000 Penalty: 5598.278809
	Iteration 0F: 3 clusters Score -1.435107e+07 nChanged 37560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -14372143.000000 Penalty: 5598.278809
	Iteration 1F: 3 clusters Score -1.437214e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -14372640.000000 Penalty: 5598.278809
	Iteration 2Q: 3 clusters Score -1.437264e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -14373447.000000 Penalty: 5598.278809
	Iteration 3F: 3 clusters Score -1.437345e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -14374838.000000 Penalty: 5598.278809
	Iteration 4F: 3 clusters Score -1.437484e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -14377223.000000 Penalty: 5598.278809
	Iteration 5F: 3 clusters Score -1.437722e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -14380001.000000 Penalty: 5598.278809
	Iteration 6F: 3 clusters Score -1.438e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -14382471.000000 Penalty: 5598.278809
	Iteration 7F: 3 clusters Score -1.438247e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -14382801.000000 Penalty: 5598.278809
	Iteration 8F: 3 clusters Score -1.43828e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -14379711.000000 Penalty: 5598.278809
	Iteration 9F: 3 clusters Score -1.437971e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -14376120.000000 Penalty: 5598.278809
	Iteration 10F: 3 clusters Score -1.437612e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -14374582.000000 Penalty: 5598.278809
	Iteration 11F: 3 clusters Score -1.437458e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -14374484.000000 Penalty: 5598.278809
	Iteration 12Q: 3 clusters Score -1.437448e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -14374433.000000 Penalty: 5598.278809
	Iteration 13Q: 3 clusters Score -1.437443e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -14374187.000000 Penalty: 5598.278809
	Iteration 14Q: 3 clusters Score -1.437419e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -14374266.000000 Penalty: 5598.278809
	Iteration 15Q: 3 clusters Score -1.437427e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -14374564.000000 Penalty: 5598.278809
	Iteration 16Q: 3 clusters Score -1.437456e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -14375045.000000 Penalty: 5598.278809
	Iteration 17Q: 3 clusters Score -1.437504e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -14376160.000000 Penalty: 5598.278809
	Iteration 18Q: 3 clusters Score -1.437616e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -14377465.000000 Penalty: 5598.278809
	Iteration 19Q: 3 clusters Score -1.437746e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -14378666.000000 Penalty: 5598.278809
	Iteration 20F: 3 clusters Score -1.437867e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -14380108.000000 Penalty: 5598.278809
	Iteration 21Q: 3 clusters Score -1.438011e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -14381477.000000 Penalty: 5598.278809
	Iteration 22Q: 3 clusters Score -1.438148e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -14382759.000000 Penalty: 5598.278809
	Iteration 23Q: 3 clusters Score -1.438276e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -14384372.000000 Penalty: 5598.278809
	Iteration 24Q: 3 clusters Score -1.438437e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -14385801.000000 Penalty: 5598.278809
	Iteration 25Q: 3 clusters Score -1.43858e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -14386982.000000 Penalty: 5598.278809
	Iteration 26Q: 3 clusters Score -1.438698e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -14387850.000000 Penalty: 5598.278809
	Iteration 27Q: 3 clusters Score -1.438785e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -14388635.000000 Penalty: 5598.278809
	Iteration 28Q: 3 clusters Score -1.438864e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -14389287.000000 Penalty: 5598.278809
	Iteration 29Q: 3 clusters Score -1.438929e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -14389746.000000 Penalty: 5598.278809
	Iteration 30Q: 3 clusters Score -1.438975e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -14390138.000000 Penalty: 5598.278809
	Iteration 31Q: 3 clusters Score -1.439014e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -14390333.000000 Penalty: 5598.278809
	Iteration 32Q: 3 clusters Score -1.439033e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -14390445.000000 Penalty: 5598.278809
	Iteration 33Q: 3 clusters Score -1.439044e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -14390334.000000 Penalty: 5598.278809
	Iteration 34Q: 3 clusters Score -1.439033e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -14390465.000000 Penalty: 5598.278809
	Iteration 35Q: 3 clusters Score -1.439046e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -14390470.000000 Penalty: 5598.278809
	Iteration 36Q: 3 clusters Score -1.439047e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -14390447.000000 Penalty: 5598.278809
	Iteration 37Q: 3 clusters Score -1.439045e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -14390428.000000 Penalty: 5598.278809
	Iteration 38Q: 3 clusters Score -1.439043e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -14390472.000000 Penalty: 5598.278809
	Iteration 39Q: 3 clusters Score -1.439047e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -14390582.000000 Penalty: 5598.278809
	Iteration 40F: 3 clusters Score -1.439058e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -14390763.000000 Penalty: 5598.278809
	Iteration 41Q: 3 clusters Score -1.439076e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -14390944.000000 Penalty: 5598.278809
	Iteration 42Q: 3 clusters Score -1.439094e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -14391139.000000 Penalty: 5598.278809
	Iteration 43Q: 3 clusters Score -1.439114e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -14391406.000000 Penalty: 5598.278809
	Iteration 44Q: 3 clusters Score -1.439141e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -14391795.000000 Penalty: 5598.278809
	Iteration 45Q: 3 clusters Score -1.43918e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -14392123.000000 Penalty: 5598.278809
	Iteration 46Q: 3 clusters Score -1.439212e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -14392393.000000 Penalty: 5598.278809
	Iteration 47Q: 3 clusters Score -1.439239e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -14392705.000000 Penalty: 5598.278809
	Iteration 48Q: 3 clusters Score -1.43927e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -14392917.000000 Penalty: 5598.278809
	Iteration 49Q: 3 clusters Score -1.439292e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -14392928.000000 Penalty: 5598.278809
	Iteration 50Q: 3 clusters Score -1.439293e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -14392877.000000 Penalty: 5598.278809
	Iteration 51Q: 3 clusters Score -1.439288e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -14392635.000000 Penalty: 5598.278809
	Iteration 52Q: 3 clusters Score -1.439264e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -14392220.000000 Penalty: 5598.278809
	Iteration 53Q: 3 clusters Score -1.439222e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -14391844.000000 Penalty: 5598.278809
	Iteration 54Q: 3 clusters Score -1.439184e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -14391416.000000 Penalty: 5598.278809
	Iteration 55Q: 3 clusters Score -1.439142e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -14390981.000000 Penalty: 5598.278809
	Iteration 56Q: 3 clusters Score -1.439098e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -14390697.000000 Penalty: 5598.278809
	Iteration 57Q: 3 clusters Score -1.43907e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -14390463.000000 Penalty: 5598.278809
	Iteration 58Q: 3 clusters Score -1.439046e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -14390367.000000 Penalty: 5598.278809
	Iteration 59Q: 3 clusters Score -1.439037e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -14390283.000000 Penalty: 5598.278809
	Iteration 60F: 3 clusters Score -1.439028e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -14390289.000000 Penalty: 5598.278809
	Iteration 61Q: 3 clusters Score -1.439029e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -14390382.000000 Penalty: 5598.278809
	Iteration 62Q: 3 clusters Score -1.439038e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -14390523.000000 Penalty: 5598.278809
	Iteration 63Q: 3 clusters Score -1.439052e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -14390693.000000 Penalty: 5598.278809
	Iteration 64Q: 3 clusters Score -1.439069e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -14390898.000000 Penalty: 5598.278809
	Iteration 65Q: 3 clusters Score -1.43909e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -14391056.000000 Penalty: 5598.278809
	Iteration 66Q: 3 clusters Score -1.439106e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -14391171.000000 Penalty: 5598.278809
	Iteration 67Q: 3 clusters Score -1.439117e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -14391321.000000 Penalty: 5598.278809
	Iteration 68Q: 3 clusters Score -1.439132e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -14391407.000000 Penalty: 5598.278809
	Iteration 69Q: 3 clusters Score -1.439141e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -14391555.000000 Penalty: 5598.278809
	Iteration 70Q: 3 clusters Score -1.439156e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -14391642.000000 Penalty: 5598.278809
	Iteration 71Q: 3 clusters Score -1.439164e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -14391706.000000 Penalty: 5598.278809
	Iteration 72Q: 3 clusters Score -1.439171e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -14391772.000000 Penalty: 5598.278809
	Iteration 73Q: 3 clusters Score -1.439177e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -14391814.000000 Penalty: 5598.278809
	Iteration 74Q: 3 clusters Score -1.439181e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -14391904.000000 Penalty: 5598.278809
	Iteration 75Q: 3 clusters Score -1.43919e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -14392045.000000 Penalty: 5598.278809
	Iteration 76Q: 3 clusters Score -1.439204e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -14392154.000000 Penalty: 5598.278809
	Iteration 77Q: 3 clusters Score -1.439215e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -14392214.000000 Penalty: 5598.278809
	Iteration 78Q: 3 clusters Score -1.439221e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -14392261.000000 Penalty: 5598.278809
	Iteration 79Q: 3 clusters Score -1.439226e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -14392370.000000 Penalty: 5598.278809
	Iteration 80F: 3 clusters Score -1.439237e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -14392353.000000 Penalty: 5598.278809
	Iteration 81Q: 3 clusters Score -1.439235e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -14392384.000000 Penalty: 5598.278809
	Iteration 82Q: 3 clusters Score -1.439238e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -14392447.000000 Penalty: 5598.278809
	Iteration 83Q: 3 clusters Score -1.439245e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -14392506.000000 Penalty: 5598.278809
	Iteration 84Q: 3 clusters Score -1.439251e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -14392516.000000 Penalty: 5598.278809
	Iteration 85Q: 3 clusters Score -1.439252e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -14392514.000000 Penalty: 5598.278809
	Iteration 86Q: 3 clusters Score -1.439251e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -14392527.000000 Penalty: 5598.278809
	Iteration 87Q: 3 clusters Score -1.439253e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -14392499.000000 Penalty: 5598.278809
	Iteration 88Q: 3 clusters Score -1.43925e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -14392481.000000 Penalty: 5598.278809
	Iteration 89Q: 3 clusters Score -1.439248e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -14392497.000000 Penalty: 5598.278809
	Iteration 90Q: 3 clusters Score -1.43925e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -14392424.000000 Penalty: 5598.278809
	Iteration 91Q: 3 clusters Score -1.439242e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -14392415.000000 Penalty: 5598.278809
	Iteration 92Q: 3 clusters Score -1.439242e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -14392352.000000 Penalty: 5598.278809
	Iteration 93Q: 3 clusters Score -1.439235e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -14392362.000000 Penalty: 5598.278809
	Iteration 94Q: 3 clusters Score -1.439236e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -14392347.000000 Penalty: 5598.278809
	Iteration 95Q: 3 clusters Score -1.439235e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -14392324.000000 Penalty: 5598.278809
	Iteration 96Q: 3 clusters Score -1.439232e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -14392326.000000 Penalty: 5598.278809
	Iteration 97Q: 3 clusters Score -1.439233e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -14392315.000000 Penalty: 5598.278809
	Iteration 98Q: 3 clusters Score -1.439232e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -14392273.000000 Penalty: 5598.278809
	Iteration 99Q: 3 clusters Score -1.439227e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -14392234.000000 Penalty: 5598.278809
	Iteration 100F: 3 clusters Score -1.439223e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -14392181.000000 Penalty: 5598.278809
	Iteration 101Q: 3 clusters Score -1.439218e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -14392157.000000 Penalty: 5598.278809
	Iteration 102Q: 3 clusters Score -1.439216e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -14392145.000000 Penalty: 5598.278809
	Iteration 103Q: 3 clusters Score -1.439214e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -14392135.000000 Penalty: 5598.278809
	Iteration 104Q: 3 clusters Score -1.439214e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -14392111.000000 Penalty: 5598.278809
	Iteration 105Q: 3 clusters Score -1.439211e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -14392077.000000 Penalty: 5598.278809
	Iteration 106Q: 3 clusters Score -1.439208e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -14392058.000000 Penalty: 5598.278809
	Iteration 107Q: 3 clusters Score -1.439206e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -14392028.000000 Penalty: 5598.278809
	Iteration 108Q: 3 clusters Score -1.439203e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -14391959.000000 Penalty: 5598.278809
	Iteration 109Q: 3 clusters Score -1.439196e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -14391903.000000 Penalty: 5598.278809
	Iteration 110Q: 3 clusters Score -1.43919e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -14391894.000000 Penalty: 5598.278809
	Iteration 111Q: 3 clusters Score -1.439189e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -14391892.000000 Penalty: 5598.278809
	Iteration 112Q: 3 clusters Score -1.439189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -14391870.000000 Penalty: 5598.278809
	Iteration 113Q: 3 clusters Score -1.439187e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -14391831.000000 Penalty: 5598.278809
	Iteration 114Q: 3 clusters Score -1.439183e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -14391827.000000 Penalty: 5598.278809
	Iteration 115Q: 3 clusters Score -1.439183e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -14391820.000000 Penalty: 5598.278809
	Iteration 116Q: 3 clusters Score -1.439182e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -14391811.000000 Penalty: 5598.278809
	Iteration 117Q: 3 clusters Score -1.439181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -14391792.000000 Penalty: 5598.278809
	Iteration 118Q: 3 clusters Score -1.439179e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -14391789.000000 Penalty: 5598.278809
	Iteration 119Q: 3 clusters Score -1.439179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -14391796.000000 Penalty: 5598.278809
	Iteration 120F: 3 clusters Score -1.43918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -14391806.000000 Penalty: 5598.278809
	Iteration 121Q: 3 clusters Score -1.439181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -14391784.000000 Penalty: 5598.278809
	Iteration 122Q: 3 clusters Score -1.439178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -14391780.000000 Penalty: 5598.278809
	Iteration 123Q: 3 clusters Score -1.439178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -14391797.000000 Penalty: 5598.278809
	Iteration 124Q: 3 clusters Score -1.43918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -14391778.000000 Penalty: 5598.278809
	Iteration 125Q: 3 clusters Score -1.439178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -14391782.000000 Penalty: 5598.278809
	Iteration 126Q: 3 clusters Score -1.439178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -14391790.000000 Penalty: 5598.278809
	Iteration 127Q: 3 clusters Score -1.439179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -14391787.000000 Penalty: 5598.278809
	Iteration 128Q: 3 clusters Score -1.439179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -14391795.000000 Penalty: 5598.278809
	Iteration 129Q: 3 clusters Score -1.43918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -14391793.000000 Penalty: 5598.278809
	Iteration 130Q: 3 clusters Score -1.439179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -14391783.000000 Penalty: 5598.278809
	Iteration 131Q: 3 clusters Score -1.439178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -14391797.000000 Penalty: 5598.278809
	Iteration 132Q: 3 clusters Score -1.43918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -14391789.000000 Penalty: 5598.278809
	Iteration 133Q: 3 clusters Score -1.439179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -14391799.000000 Penalty: 5598.278809
	Iteration 134Q: 3 clusters Score -1.43918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -14391779.000000 Penalty: 5598.278809
	Iteration 135Q: 3 clusters Score -1.439178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -14391778.000000 Penalty: 5598.278809
	Iteration 136Q: 3 clusters Score -1.439178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -14391784.000000 Penalty: 5598.278809
	Iteration 137Q: 3 clusters Score -1.439178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -14391790.000000 Penalty: 5598.278809
	Iteration 138Q: 3 clusters Score -1.439179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -14391781.000000 Penalty: 5598.278809
	Iteration 139Q: 3 clusters Score -1.439178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -14391788.000000 Penalty: 5598.278809
	Iteration 140F: 3 clusters Score -1.439179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -14391786.000000 Penalty: 5598.278809
	Iteration 141Q: 3 clusters Score -1.439179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -14391801.000000 Penalty: 5598.278809
	Iteration 142Q: 3 clusters Score -1.43918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -14391796.000000 Penalty: 5598.278809
	Iteration 143Q: 3 clusters Score -1.43918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -14391794.000000 Penalty: 5598.278809
	Iteration 144Q: 3 clusters Score -1.439179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -14391805.000000 Penalty: 5598.278809
	Iteration 145Q: 3 clusters Score -1.43918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -14391803.000000 Penalty: 5598.278809
	Iteration 146Q: 3 clusters Score -1.43918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -14391795.000000 Penalty: 5598.278809
	Iteration 147Q: 3 clusters Score -1.43918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -14391794.000000 Penalty: 5598.278809
	Iteration 148Q: 3 clusters Score -1.439179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -14391791.000000 Penalty: 5598.278809
	Iteration 149Q: 3 clusters Score -1.439179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -14391794.000000 Penalty: 5598.278809
	Iteration 150Q: 3 clusters Score -1.439179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -14391803.000000 Penalty: 5598.278809
	Iteration 151Q: 3 clusters Score -1.43918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -14391803.000000 Penalty: 5598.278809
	Iteration 152Q: 3 clusters Score -1.43918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -14391803.000000 Penalty: 5598.278809
	Iteration 153F: 3 clusters Score -1.43918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 77071 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Entering Unmasked Estep 
Score: -196100048.000000 Penalty: 89824.492188
Splitting cluster 6 changes total score from -196043280.000000 to -196100048.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (77071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Entering Unmasked Estep 
Score: -13754763.000000 Penalty: 2790.615723
	Iteration 0F: 2 clusters Score -1.375476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -13725457.000000 Penalty: 5581.231445
	Iteration 0F: 3 clusters Score -1.372546e+07 nChanged 36129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -13745804.000000 Penalty: 5581.231445
	Iteration 1F: 3 clusters Score -1.37458e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -13746468.000000 Penalty: 5581.231445
	Iteration 2Q: 3 clusters Score -1.374647e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -13747078.000000 Penalty: 5581.231445
	Iteration 3Q: 3 clusters Score -1.374708e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -13747925.000000 Penalty: 5581.231445
	Iteration 4Q: 3 clusters Score -1.374792e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -13748744.000000 Penalty: 5581.231445
	Iteration 5Q: 3 clusters Score -1.374874e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -13749677.000000 Penalty: 5581.231445
	Iteration 6Q: 3 clusters Score -1.374968e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -13750654.000000 Penalty: 5581.231445
	Iteration 7Q: 3 clusters Score -1.375065e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -13752066.000000 Penalty: 5581.231445
	Iteration 8F: 3 clusters Score -1.375207e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -13754093.000000 Penalty: 5581.231445
	Iteration 9F: 3 clusters Score -1.375409e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -13756633.000000 Penalty: 5581.231445
	Iteration 10F: 3 clusters Score -1.375663e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -13758982.000000 Penalty: 5581.231445
	Iteration 11F: 3 clusters Score -1.375898e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -13760153.000000 Penalty: 5581.231445
	Iteration 12Q: 3 clusters Score -1.376015e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -13760624.000000 Penalty: 5581.231445
	Iteration 13Q: 3 clusters Score -1.376062e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -13760856.000000 Penalty: 5581.231445
	Iteration 14Q: 3 clusters Score -1.376086e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -13761065.000000 Penalty: 5581.231445
	Iteration 15Q: 3 clusters Score -1.376106e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -13761284.000000 Penalty: 5581.231445
	Iteration 16Q: 3 clusters Score -1.376128e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -13761544.000000 Penalty: 5581.231445
	Iteration 17Q: 3 clusters Score -1.376154e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -13761654.000000 Penalty: 5581.231445
	Iteration 18Q: 3 clusters Score -1.376165e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -13761803.000000 Penalty: 5581.231445
	Iteration 19Q: 3 clusters Score -1.37618e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -13761982.000000 Penalty: 5581.231445
	Iteration 20F: 3 clusters Score -1.376198e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -13762138.000000 Penalty: 5581.231445
	Iteration 21Q: 3 clusters Score -1.376214e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -13762236.000000 Penalty: 5581.231445
	Iteration 22Q: 3 clusters Score -1.376224e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -13762375.000000 Penalty: 5581.231445
	Iteration 23Q: 3 clusters Score -1.376238e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -13762412.000000 Penalty: 5581.231445
	Iteration 24Q: 3 clusters Score -1.376241e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -13762507.000000 Penalty: 5581.231445
	Iteration 25Q: 3 clusters Score -1.376251e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -13762585.000000 Penalty: 5581.231445
	Iteration 26Q: 3 clusters Score -1.376258e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -13762643.000000 Penalty: 5581.231445
	Iteration 27Q: 3 clusters Score -1.376264e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -13762689.000000 Penalty: 5581.231445
	Iteration 28Q: 3 clusters Score -1.376269e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -13762748.000000 Penalty: 5581.231445
	Iteration 29Q: 3 clusters Score -1.376275e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -13762809.000000 Penalty: 5581.231445
	Iteration 30Q: 3 clusters Score -1.376281e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -13762882.000000 Penalty: 5581.231445
	Iteration 31Q: 3 clusters Score -1.376288e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -13762947.000000 Penalty: 5581.231445
	Iteration 32Q: 3 clusters Score -1.376295e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -13763008.000000 Penalty: 5581.231445
	Iteration 33Q: 3 clusters Score -1.376301e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -13763091.000000 Penalty: 5581.231445
	Iteration 34Q: 3 clusters Score -1.376309e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -13763133.000000 Penalty: 5581.231445
	Iteration 35Q: 3 clusters Score -1.376313e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -13763191.000000 Penalty: 5581.231445
	Iteration 36Q: 3 clusters Score -1.376319e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -13763228.000000 Penalty: 5581.231445
	Iteration 37Q: 3 clusters Score -1.376323e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -13763303.000000 Penalty: 5581.231445
	Iteration 38Q: 3 clusters Score -1.37633e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -13763365.000000 Penalty: 5581.231445
	Iteration 39Q: 3 clusters Score -1.376336e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -13763390.000000 Penalty: 5581.231445
	Iteration 40F: 3 clusters Score -1.376339e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -13763442.000000 Penalty: 5581.231445
	Iteration 41Q: 3 clusters Score -1.376344e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -13763464.000000 Penalty: 5581.231445
	Iteration 42Q: 3 clusters Score -1.376346e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -13763475.000000 Penalty: 5581.231445
	Iteration 43Q: 3 clusters Score -1.376348e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -13763534.000000 Penalty: 5581.231445
	Iteration 44Q: 3 clusters Score -1.376353e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -13763495.000000 Penalty: 5581.231445
	Iteration 45Q: 3 clusters Score -1.37635e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -13763603.000000 Penalty: 5581.231445
	Iteration 46Q: 3 clusters Score -1.37636e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -13763659.000000 Penalty: 5581.231445
	Iteration 47Q: 3 clusters Score -1.376366e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -13763692.000000 Penalty: 5581.231445
	Iteration 48Q: 3 clusters Score -1.376369e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -13763774.000000 Penalty: 5581.231445
	Iteration 49Q: 3 clusters Score -1.376377e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -13763922.000000 Penalty: 5581.231445
	Iteration 50Q: 3 clusters Score -1.376392e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -13764037.000000 Penalty: 5581.231445
	Iteration 51Q: 3 clusters Score -1.376404e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -13764137.000000 Penalty: 5581.231445
	Iteration 52Q: 3 clusters Score -1.376414e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -13764184.000000 Penalty: 5581.231445
	Iteration 53Q: 3 clusters Score -1.376418e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -13764306.000000 Penalty: 5581.231445
	Iteration 54Q: 3 clusters Score -1.376431e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -13764431.000000 Penalty: 5581.231445
	Iteration 55Q: 3 clusters Score -1.376443e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -13764545.000000 Penalty: 5581.231445
	Iteration 56Q: 3 clusters Score -1.376454e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -13764634.000000 Penalty: 5581.231445
	Iteration 57Q: 3 clusters Score -1.376463e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -13764665.000000 Penalty: 5581.231445
	Iteration 58Q: 3 clusters Score -1.376466e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -13764753.000000 Penalty: 5581.231445
	Iteration 59Q: 3 clusters Score -1.376475e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -13764842.000000 Penalty: 5581.231445
	Iteration 60F: 3 clusters Score -1.376484e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -13765002.000000 Penalty: 5581.231445
	Iteration 61Q: 3 clusters Score -1.3765e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -13765130.000000 Penalty: 5581.231445
	Iteration 62Q: 3 clusters Score -1.376513e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -13765278.000000 Penalty: 5581.231445
	Iteration 63Q: 3 clusters Score -1.376528e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -13765387.000000 Penalty: 5581.231445
	Iteration 64Q: 3 clusters Score -1.376539e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -13765514.000000 Penalty: 5581.231445
	Iteration 65Q: 3 clusters Score -1.376551e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -13765615.000000 Penalty: 5581.231445
	Iteration 66Q: 3 clusters Score -1.376562e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -13765705.000000 Penalty: 5581.231445
	Iteration 67Q: 3 clusters Score -1.37657e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -13765759.000000 Penalty: 5581.231445
	Iteration 68Q: 3 clusters Score -1.376576e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -13765810.000000 Penalty: 5581.231445
	Iteration 69Q: 3 clusters Score -1.376581e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -13765812.000000 Penalty: 5581.231445
	Iteration 70Q: 3 clusters Score -1.376581e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -13765846.000000 Penalty: 5581.231445
	Iteration 71Q: 3 clusters Score -1.376585e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -13765800.000000 Penalty: 5581.231445
	Iteration 72Q: 3 clusters Score -1.37658e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -13765846.000000 Penalty: 5581.231445
	Iteration 73Q: 3 clusters Score -1.376585e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -13765898.000000 Penalty: 5581.231445
	Iteration 74Q: 3 clusters Score -1.37659e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -13765868.000000 Penalty: 5581.231445
	Iteration 75Q: 3 clusters Score -1.376587e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -13765824.000000 Penalty: 5581.231445
	Iteration 76Q: 3 clusters Score -1.376582e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -13765797.000000 Penalty: 5581.231445
	Iteration 77Q: 3 clusters Score -1.37658e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -13765772.000000 Penalty: 5581.231445
	Iteration 78Q: 3 clusters Score -1.376577e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -13765792.000000 Penalty: 5581.231445
	Iteration 79Q: 3 clusters Score -1.376579e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -13765753.000000 Penalty: 5581.231445
	Iteration 80F: 3 clusters Score -1.376575e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -13765746.000000 Penalty: 5581.231445
	Iteration 81Q: 3 clusters Score -1.376575e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -13765747.000000 Penalty: 5581.231445
	Iteration 82Q: 3 clusters Score -1.376575e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -13765739.000000 Penalty: 5581.231445
	Iteration 83Q: 3 clusters Score -1.376574e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -13765738.000000 Penalty: 5581.231445
	Iteration 84Q: 3 clusters Score -1.376574e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -13765760.000000 Penalty: 5581.231445
	Iteration 85Q: 3 clusters Score -1.376576e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -13765769.000000 Penalty: 5581.231445
	Iteration 86Q: 3 clusters Score -1.376577e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -13765736.000000 Penalty: 5581.231445
	Iteration 87Q: 3 clusters Score -1.376574e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -13765725.000000 Penalty: 5581.231445
	Iteration 88Q: 3 clusters Score -1.376572e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -13765688.000000 Penalty: 5581.231445
	Iteration 89Q: 3 clusters Score -1.376569e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -13765673.000000 Penalty: 5581.231445
	Iteration 90Q: 3 clusters Score -1.376567e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -13765685.000000 Penalty: 5581.231445
	Iteration 91Q: 3 clusters Score -1.376568e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -13765660.000000 Penalty: 5581.231445
	Iteration 92Q: 3 clusters Score -1.376566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -13765643.000000 Penalty: 5581.231445
	Iteration 93Q: 3 clusters Score -1.376564e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -13765653.000000 Penalty: 5581.231445
	Iteration 94Q: 3 clusters Score -1.376565e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -13765639.000000 Penalty: 5581.231445
	Iteration 95Q: 3 clusters Score -1.376564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -13765658.000000 Penalty: 5581.231445
	Iteration 96Q: 3 clusters Score -1.376566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -13765638.000000 Penalty: 5581.231445
	Iteration 97Q: 3 clusters Score -1.376564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -13765648.000000 Penalty: 5581.231445
	Iteration 98Q: 3 clusters Score -1.376565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -13765656.000000 Penalty: 5581.231445
	Iteration 99Q: 3 clusters Score -1.376566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -13765663.000000 Penalty: 5581.231445
	Iteration 100F: 3 clusters Score -1.376566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -13765670.000000 Penalty: 5581.231445
	Iteration 101Q: 3 clusters Score -1.376567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -13765677.000000 Penalty: 5581.231445
	Iteration 102Q: 3 clusters Score -1.376568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -13765688.000000 Penalty: 5581.231445
	Iteration 103Q: 3 clusters Score -1.376569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -13765678.000000 Penalty: 5581.231445
	Iteration 104Q: 3 clusters Score -1.376568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -13765685.000000 Penalty: 5581.231445
	Iteration 105Q: 3 clusters Score -1.376568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -13765694.000000 Penalty: 5581.231445
	Iteration 106Q: 3 clusters Score -1.376569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -13765688.000000 Penalty: 5581.231445
	Iteration 107Q: 3 clusters Score -1.376569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -13765702.000000 Penalty: 5581.231445
	Iteration 108Q: 3 clusters Score -1.37657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -13765699.000000 Penalty: 5581.231445
	Iteration 109Q: 3 clusters Score -1.37657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -13765691.000000 Penalty: 5581.231445
	Iteration 110Q: 3 clusters Score -1.376569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -13765701.000000 Penalty: 5581.231445
	Iteration 111Q: 3 clusters Score -1.37657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -13765681.000000 Penalty: 5581.231445
	Iteration 112Q: 3 clusters Score -1.376568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -13765688.000000 Penalty: 5581.231445
	Iteration 113Q: 3 clusters Score -1.376569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -13765691.000000 Penalty: 5581.231445
	Iteration 114Q: 3 clusters Score -1.376569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -13765681.000000 Penalty: 5581.231445
	Iteration 115Q: 3 clusters Score -1.376568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -13765668.000000 Penalty: 5581.231445
	Iteration 116Q: 3 clusters Score -1.376567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -13765681.000000 Penalty: 5581.231445
	Iteration 117Q: 3 clusters Score -1.376568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -13765679.000000 Penalty: 5581.231445
	Iteration 118Q: 3 clusters Score -1.376568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -13765681.000000 Penalty: 5581.231445
	Iteration 119Q: 3 clusters Score -1.376568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -13765678.000000 Penalty: 5581.231445
	Iteration 120F: 3 clusters Score -1.376568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -13765684.000000 Penalty: 5581.231445
	Iteration 121Q: 3 clusters Score -1.376568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -13765690.000000 Penalty: 5581.231445
	Iteration 122Q: 3 clusters Score -1.376569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -13765688.000000 Penalty: 5581.231445
	Iteration 123Q: 3 clusters Score -1.376569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -13765687.000000 Penalty: 5581.231445
	Iteration 124Q: 3 clusters Score -1.376569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -13765684.000000 Penalty: 5581.231445
	Iteration 125Q: 3 clusters Score -1.376568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -13765684.000000 Penalty: 5581.231445
	Iteration 126F: 3 clusters Score -1.376568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 60192 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Entering Unmasked Estep 
Score: -196108992.000000 Penalty: 93279.281250
Splitting cluster 7 changes total score from -196043280.000000 to -196108992.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (31676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Entering Unmasked Estep 
Score: -5406196.000000 Penalty: 2570.102051
	Iteration 0F: 2 clusters Score -5406196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5384515.000000 Penalty: 5140.204102
	Iteration 0F: 3 clusters Score -5384515 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5393011.500000 Penalty: 5140.204102
	Iteration 1F: 3 clusters Score -5393012 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5394019.000000 Penalty: 5140.204102
	Iteration 2F: 3 clusters Score -5394019 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5394957.500000 Penalty: 5140.204102
	Iteration 3F: 3 clusters Score -5394958 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5395856.500000 Penalty: 5140.204102
	Iteration 4F: 3 clusters Score -5395856 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -5396680.500000 Penalty: 5140.204102
	Iteration 5F: 3 clusters Score -5396680 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5397436.500000 Penalty: 5140.204102
	Iteration 6Q: 3 clusters Score -5397436 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5398184.500000 Penalty: 5140.204102
	Iteration 7Q: 3 clusters Score -5398184 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5398772.000000 Penalty: 5140.204102
	Iteration 8Q: 3 clusters Score -5398772 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -5399364.000000 Penalty: 5140.204102
	Iteration 9Q: 3 clusters Score -5399364 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -5399924.000000 Penalty: 5140.204102
	Iteration 10Q: 3 clusters Score -5399924 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -5400464.000000 Penalty: 5140.204102
	Iteration 11Q: 3 clusters Score -5400464 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -5400893.000000 Penalty: 5140.204102
	Iteration 12Q: 3 clusters Score -5400893 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -5401310.000000 Penalty: 5140.204102
	Iteration 13Q: 3 clusters Score -5401310 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5401633.500000 Penalty: 5140.204102
	Iteration 14Q: 3 clusters Score -5401634 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -5401929.500000 Penalty: 5140.204102
	Iteration 15Q: 3 clusters Score -5401930 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -5402233.500000 Penalty: 5140.204102
	Iteration 16Q: 3 clusters Score -5402234 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5402501.000000 Penalty: 5140.204102
	Iteration 17Q: 3 clusters Score -5402501 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5402782.500000 Penalty: 5140.204102
	Iteration 18Q: 3 clusters Score -5402782 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -5403000.000000 Penalty: 5140.204102
	Iteration 19Q: 3 clusters Score -5403000 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -5403237.000000 Penalty: 5140.204102
	Iteration 20F: 3 clusters Score -5403237 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -5403436.500000 Penalty: 5140.204102
	Iteration 21Q: 3 clusters Score -5403436 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5403624.000000 Penalty: 5140.204102
	Iteration 22Q: 3 clusters Score -5403624 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5403792.500000 Penalty: 5140.204102
	Iteration 23Q: 3 clusters Score -5403792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5403953.000000 Penalty: 5140.204102
	Iteration 24Q: 3 clusters Score -5403953 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -5404049.000000 Penalty: 5140.204102
	Iteration 25Q: 3 clusters Score -5404049 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5404166.000000 Penalty: 5140.204102
	Iteration 26Q: 3 clusters Score -5404166 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5404258.500000 Penalty: 5140.204102
	Iteration 27Q: 3 clusters Score -5404258 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5404341.500000 Penalty: 5140.204102
	Iteration 28Q: 3 clusters Score -5404342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5404391.000000 Penalty: 5140.204102
	Iteration 29Q: 3 clusters Score -5404391 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5404438.500000 Penalty: 5140.204102
	Iteration 30Q: 3 clusters Score -5404438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5404502.500000 Penalty: 5140.204102
	Iteration 31Q: 3 clusters Score -5404502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5404580.500000 Penalty: 5140.204102
	Iteration 32Q: 3 clusters Score -5404580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5404669.000000 Penalty: 5140.204102
	Iteration 33Q: 3 clusters Score -5404669 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5404743.000000 Penalty: 5140.204102
	Iteration 34Q: 3 clusters Score -5404743 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5404847.000000 Penalty: 5140.204102
	Iteration 35Q: 3 clusters Score -5404847 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5404955.500000 Penalty: 5140.204102
	Iteration 36Q: 3 clusters Score -5404956 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5405052.000000 Penalty: 5140.204102
	Iteration 37Q: 3 clusters Score -5405052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5405144.000000 Penalty: 5140.204102
	Iteration 38Q: 3 clusters Score -5405144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5405200.500000 Penalty: 5140.204102
	Iteration 39Q: 3 clusters Score -5405200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5405221.000000 Penalty: 5140.204102
	Iteration 40F: 3 clusters Score -5405221 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5405242.500000 Penalty: 5140.204102
	Iteration 41Q: 3 clusters Score -5405242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5405244.000000 Penalty: 5140.204102
	Iteration 42Q: 3 clusters Score -5405244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5405269.500000 Penalty: 5140.204102
	Iteration 43Q: 3 clusters Score -5405270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5405283.500000 Penalty: 5140.204102
	Iteration 44Q: 3 clusters Score -5405284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5405280.000000 Penalty: 5140.204102
	Iteration 45Q: 3 clusters Score -5405280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5405303.000000 Penalty: 5140.204102
	Iteration 46Q: 3 clusters Score -5405303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5405298.500000 Penalty: 5140.204102
	Iteration 47Q: 3 clusters Score -5405298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5405301.000000 Penalty: 5140.204102
	Iteration 48Q: 3 clusters Score -5405301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5405307.500000 Penalty: 5140.204102
	Iteration 49Q: 3 clusters Score -5405308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5405315.000000 Penalty: 5140.204102
	Iteration 50Q: 3 clusters Score -5405315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5405309.000000 Penalty: 5140.204102
	Iteration 51Q: 3 clusters Score -5405309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5405312.500000 Penalty: 5140.204102
	Iteration 52Q: 3 clusters Score -5405312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5405310.500000 Penalty: 5140.204102
	Iteration 53Q: 3 clusters Score -5405310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5405307.000000 Penalty: 5140.204102
	Iteration 54Q: 3 clusters Score -5405307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5405306.500000 Penalty: 5140.204102
	Iteration 55Q: 3 clusters Score -5405306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5405306.000000 Penalty: 5140.204102
	Iteration 56Q: 3 clusters Score -5405306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5405306.000000 Penalty: 5140.204102
	Iteration 57F: 3 clusters Score -5405306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Entering Unmasked Estep 
Score: -9394706.000000 Penalty: 2696.869629
	Iteration 0F: 2 clusters Score -9394706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -9361592.000000 Penalty: 5393.739258
	Iteration 0F: 3 clusters Score -9361592 nChanged 24395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -9375284.000000 Penalty: 5393.739258
	Iteration 1F: 3 clusters Score -9375284 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -9376148.000000 Penalty: 5393.739258
	Iteration 2Q: 3 clusters Score -9376148 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -9377502.000000 Penalty: 5393.739258
	Iteration 3F: 3 clusters Score -9377502 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -9379295.000000 Penalty: 5393.739258
	Iteration 4F: 3 clusters Score -9379295 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -9381814.000000 Penalty: 5393.739258
	Iteration 5F: 3 clusters Score -9381814 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -9384917.000000 Penalty: 5393.739258
	Iteration 6F: 3 clusters Score -9384917 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -9387647.000000 Penalty: 5393.739258
	Iteration 7F: 3 clusters Score -9387647 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -9389748.000000 Penalty: 5393.739258
	Iteration 8F: 3 clusters Score -9389748 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -9391140.000000 Penalty: 5393.739258
	Iteration 9Q: 3 clusters Score -9391140 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9392121.000000 Penalty: 5393.739258
	Iteration 10Q: 3 clusters Score -9392121 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9392738.000000 Penalty: 5393.739258
	Iteration 11Q: 3 clusters Score -9392738 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9392974.000000 Penalty: 5393.739258
	Iteration 12Q: 3 clusters Score -9392974 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9393141.000000 Penalty: 5393.739258
	Iteration 13Q: 3 clusters Score -9393141 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9393175.000000 Penalty: 5393.739258
	Iteration 14Q: 3 clusters Score -9393175 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9393218.000000 Penalty: 5393.739258
	Iteration 15Q: 3 clusters Score -9393218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9393268.000000 Penalty: 5393.739258
	Iteration 16Q: 3 clusters Score -9393268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9393267.000000 Penalty: 5393.739258
	Iteration 17Q: 3 clusters Score -9393267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9393272.000000 Penalty: 5393.739258
	Iteration 18Q: 3 clusters Score -9393272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9393273.000000 Penalty: 5393.739258
	Iteration 19Q: 3 clusters Score -9393273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9393271.000000 Penalty: 5393.739258
	Iteration 20F: 3 clusters Score -9393271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9393296.000000 Penalty: 5393.739258
	Iteration 21Q: 3 clusters Score -9393296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9393293.000000 Penalty: 5393.739258
	Iteration 22Q: 3 clusters Score -9393293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9393312.000000 Penalty: 5393.739258
	Iteration 23Q: 3 clusters Score -9393312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9393316.000000 Penalty: 5393.739258
	Iteration 24Q: 3 clusters Score -9393316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9393308.000000 Penalty: 5393.739258
	Iteration 25Q: 3 clusters Score -9393308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9393304.000000 Penalty: 5393.739258
	Iteration 26Q: 3 clusters Score -9393304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9393319.000000 Penalty: 5393.739258
	Iteration 27Q: 3 clusters Score -9393319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9393313.000000 Penalty: 5393.739258
	Iteration 28Q: 3 clusters Score -9393313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9393330.000000 Penalty: 5393.739258
	Iteration 29Q: 3 clusters Score -9393330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9393331.000000 Penalty: 5393.739258
	Iteration 30Q: 3 clusters Score -9393331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9393330.000000 Penalty: 5393.739258
	Iteration 31Q: 3 clusters Score -9393330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9393320.000000 Penalty: 5393.739258
	Iteration 32Q: 3 clusters Score -9393320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9393320.000000 Penalty: 5393.739258
	Iteration 33F: 3 clusters Score -9393320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Entering Unmasked Estep 
Score: -10700360.000000 Penalty: 2729.312988
	Iteration 0F: 2 clusters Score -1.070036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -10670603.000000 Penalty: 5458.625977
	Iteration 0F: 3 clusters Score -1.06706e+07 nChanged 28092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -10686272.000000 Penalty: 5458.625977
	Iteration 1F: 3 clusters Score -1.068627e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -10687027.000000 Penalty: 5458.625977
	Iteration 2Q: 3 clusters Score -1.068703e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -10687782.000000 Penalty: 5458.625977
	Iteration 3Q: 3 clusters Score -1.068778e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -10688869.000000 Penalty: 5458.625977
	Iteration 4Q: 3 clusters Score -1.068887e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -10690373.000000 Penalty: 5458.625977
	Iteration 5Q: 3 clusters Score -1.069037e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -10692320.000000 Penalty: 5458.625977
	Iteration 6F: 3 clusters Score -1.069232e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -10694694.000000 Penalty: 5458.625977
	Iteration 7F: 3 clusters Score -1.069469e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -10697372.000000 Penalty: 5458.625977
	Iteration 8F: 3 clusters Score -1.069737e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -10699641.000000 Penalty: 5458.625977
	Iteration 9F: 3 clusters Score -1.069964e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -10701452.000000 Penalty: 5458.625977
	Iteration 10F: 3 clusters Score -1.070145e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -10702679.000000 Penalty: 5458.625977
	Iteration 11Q: 3 clusters Score -1.070268e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -10703626.000000 Penalty: 5458.625977
	Iteration 12Q: 3 clusters Score -1.070363e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -10704104.000000 Penalty: 5458.625977
	Iteration 13Q: 3 clusters Score -1.07041e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -10704489.000000 Penalty: 5458.625977
	Iteration 14Q: 3 clusters Score -1.070449e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -10704785.000000 Penalty: 5458.625977
	Iteration 15Q: 3 clusters Score -1.070478e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -10705190.000000 Penalty: 5458.625977
	Iteration 16Q: 3 clusters Score -1.070519e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -10705511.000000 Penalty: 5458.625977
	Iteration 17Q: 3 clusters Score -1.070551e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -10705636.000000 Penalty: 5458.625977
	Iteration 18Q: 3 clusters Score -1.070564e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -10705683.000000 Penalty: 5458.625977
	Iteration 19Q: 3 clusters Score -1.070568e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -10705697.000000 Penalty: 5458.625977
	Iteration 20F: 3 clusters Score -1.07057e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -10705606.000000 Penalty: 5458.625977
	Iteration 21Q: 3 clusters Score -1.070561e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -10705440.000000 Penalty: 5458.625977
	Iteration 22Q: 3 clusters Score -1.070544e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -10705276.000000 Penalty: 5458.625977
	Iteration 23Q: 3 clusters Score -1.070528e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -10705124.000000 Penalty: 5458.625977
	Iteration 24Q: 3 clusters Score -1.070512e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -10704947.000000 Penalty: 5458.625977
	Iteration 25Q: 3 clusters Score -1.070495e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -10704776.000000 Penalty: 5458.625977
	Iteration 26Q: 3 clusters Score -1.070478e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -10704554.000000 Penalty: 5458.625977
	Iteration 27Q: 3 clusters Score -1.070455e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -10704515.000000 Penalty: 5458.625977
	Iteration 28Q: 3 clusters Score -1.070452e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -10704424.000000 Penalty: 5458.625977
	Iteration 29Q: 3 clusters Score -1.070442e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -10704374.000000 Penalty: 5458.625977
	Iteration 30Q: 3 clusters Score -1.070437e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -10704336.000000 Penalty: 5458.625977
	Iteration 31Q: 3 clusters Score -1.070434e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -10704326.000000 Penalty: 5458.625977
	Iteration 32Q: 3 clusters Score -1.070433e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -10704308.000000 Penalty: 5458.625977
	Iteration 33Q: 3 clusters Score -1.070431e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -10704310.000000 Penalty: 5458.625977
	Iteration 34Q: 3 clusters Score -1.070431e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -10704314.000000 Penalty: 5458.625977
	Iteration 35Q: 3 clusters Score -1.070431e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -10704296.000000 Penalty: 5458.625977
	Iteration 36Q: 3 clusters Score -1.07043e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -10704308.000000 Penalty: 5458.625977
	Iteration 37Q: 3 clusters Score -1.070431e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -10704297.000000 Penalty: 5458.625977
	Iteration 38Q: 3 clusters Score -1.07043e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -10704309.000000 Penalty: 5458.625977
	Iteration 39Q: 3 clusters Score -1.070431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -10704295.000000 Penalty: 5458.625977
	Iteration 40F: 3 clusters Score -1.07043e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -10704283.000000 Penalty: 5458.625977
	Iteration 41Q: 3 clusters Score -1.070428e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -10704305.000000 Penalty: 5458.625977
	Iteration 42Q: 3 clusters Score -1.07043e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -10704291.000000 Penalty: 5458.625977
	Iteration 43Q: 3 clusters Score -1.070429e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -10704310.000000 Penalty: 5458.625977
	Iteration 44Q: 3 clusters Score -1.070431e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -10704332.000000 Penalty: 5458.625977
	Iteration 45Q: 3 clusters Score -1.070433e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -10704326.000000 Penalty: 5458.625977
	Iteration 46Q: 3 clusters Score -1.070433e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -10704316.000000 Penalty: 5458.625977
	Iteration 47Q: 3 clusters Score -1.070432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -10704310.000000 Penalty: 5458.625977
	Iteration 48Q: 3 clusters Score -1.070431e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -10704302.000000 Penalty: 5458.625977
	Iteration 49Q: 3 clusters Score -1.07043e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -10704309.000000 Penalty: 5458.625977
	Iteration 50Q: 3 clusters Score -1.070431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -10704300.000000 Penalty: 5458.625977
	Iteration 51Q: 3 clusters Score -1.07043e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -10704284.000000 Penalty: 5458.625977
	Iteration 52Q: 3 clusters Score -1.070428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -10704270.000000 Penalty: 5458.625977
	Iteration 53Q: 3 clusters Score -1.070427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -10704278.000000 Penalty: 5458.625977
	Iteration 54Q: 3 clusters Score -1.070428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -10704267.000000 Penalty: 5458.625977
	Iteration 55Q: 3 clusters Score -1.070427e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -10704262.000000 Penalty: 5458.625977
	Iteration 56Q: 3 clusters Score -1.070426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -10704268.000000 Penalty: 5458.625977
	Iteration 57Q: 3 clusters Score -1.070427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -10704279.000000 Penalty: 5458.625977
	Iteration 58Q: 3 clusters Score -1.070428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -10704296.000000 Penalty: 5458.625977
	Iteration 59Q: 3 clusters Score -1.07043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -10704300.000000 Penalty: 5458.625977
	Iteration 60F: 3 clusters Score -1.07043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -10704324.000000 Penalty: 5458.625977
	Iteration 61Q: 3 clusters Score -1.070432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -10704333.000000 Penalty: 5458.625977
	Iteration 62Q: 3 clusters Score -1.070433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -10704340.000000 Penalty: 5458.625977
	Iteration 63Q: 3 clusters Score -1.070434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -10704323.000000 Penalty: 5458.625977
	Iteration 64Q: 3 clusters Score -1.070432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -10704323.000000 Penalty: 5458.625977
	Iteration 65Q: 3 clusters Score -1.070432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -10704320.000000 Penalty: 5458.625977
	Iteration 66Q: 3 clusters Score -1.070432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -10704320.000000 Penalty: 5458.625977
	Iteration 67Q: 3 clusters Score -1.070432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -10704320.000000 Penalty: 5458.625977
	Iteration 68Q: 3 clusters Score -1.070432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -10704332.000000 Penalty: 5458.625977
	Iteration 69Q: 3 clusters Score -1.070433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -10704333.000000 Penalty: 5458.625977
	Iteration 70Q: 3 clusters Score -1.070433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -10704341.000000 Penalty: 5458.625977
	Iteration 71Q: 3 clusters Score -1.070434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -10704336.000000 Penalty: 5458.625977
	Iteration 72Q: 3 clusters Score -1.070434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -10704344.000000 Penalty: 5458.625977
	Iteration 73Q: 3 clusters Score -1.070434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -10704343.000000 Penalty: 5458.625977
	Iteration 74Q: 3 clusters Score -1.070434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -10704338.000000 Penalty: 5458.625977
	Iteration 75Q: 3 clusters Score -1.070434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -10704342.000000 Penalty: 5458.625977
	Iteration 76Q: 3 clusters Score -1.070434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -10704347.000000 Penalty: 5458.625977
	Iteration 77Q: 3 clusters Score -1.070435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -10704346.000000 Penalty: 5458.625977
	Iteration 78Q: 3 clusters Score -1.070435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -10704346.000000 Penalty: 5458.625977
	Iteration 79F: 3 clusters Score -1.070435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Entering Unmasked Estep 
Score: -196110144.000000 Penalty: 96734.070312
Splitting cluster 10 changes total score from -196043280.000000 to -196110144.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -307145.250000 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -307145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -304902.406250 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -304902.4 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -314532.531250 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -314532.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -323753.906250 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -323753.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -324829.031250 Penalty: 3896.926514
	Iteration 3Q: 3 clusters Score -324829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -325013.000000 Penalty: 3896.926514
	Iteration 4Q: 3 clusters Score -325013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -325095.812500 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -325095.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -325145.000000 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -325145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -325173.906250 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -325173.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -325187.687500 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -325187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -325193.812500 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -325193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -325194.906250 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -325194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -325196.062500 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -325196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -325197.125000 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -325197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -325197.312500 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -325197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -325197.312500 Penalty: 3896.926514
	Iteration 14F: 3 clusters Score -325197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Entering Unmasked Estep 
Score: -196126032.000000 Penalty: 100188.859375
Splitting cluster 11 changes total score from -196043280.000000 to -196126032.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -302689.937500 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -302689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -300216.468750 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -300216.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -301140.562500 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -301140.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -301770.375000 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -301770.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -302146.218750 Penalty: 3731.378906
	Iteration 3F: 3 clusters Score -302146.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -302418.312500 Penalty: 3731.378906
	Iteration 4F: 3 clusters Score -302418.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -302756.593750 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -302756.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -303608.625000 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -303608.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -304462.343750 Penalty: 3731.378906
	Iteration 7F: 3 clusters Score -304462.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -304808.687500 Penalty: 3731.378906
	Iteration 8F: 3 clusters Score -304808.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -304929.062500 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -304929.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -305041.343750 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -305041.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -305180.937500 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -305180.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -305481.562500 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -305481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -305762.656250 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -305762.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -305815.656250 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -305815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -305821.218750 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -305821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -305824.375000 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -305824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -305824.437500 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -305824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -305824.437500 Penalty: 3731.378906
	Iteration 18F: 3 clusters Score -305824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 71463 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Entering Unmasked Estep 
Score: -196127728.000000 Penalty: 103643.640625
Splitting cluster 12 changes total score from -196043280.000000 to -196127728.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (71463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Entering Unmasked Estep 
Score: -12634595.000000 Penalty: 2771.879883
	Iteration 0F: 2 clusters Score -1.26346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -12603597.000000 Penalty: 5543.759766
	Iteration 0F: 3 clusters Score -1.26036e+07 nChanged 33465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -12622602.000000 Penalty: 5543.759766
	Iteration 1F: 3 clusters Score -1.26226e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -12623678.000000 Penalty: 5543.759766
	Iteration 2Q: 3 clusters Score -1.262368e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -12625050.000000 Penalty: 5543.759766
	Iteration 3Q: 3 clusters Score -1.262505e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -12626749.000000 Penalty: 5543.759766
	Iteration 4F: 3 clusters Score -1.262675e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -12628967.000000 Penalty: 5543.759766
	Iteration 5F: 3 clusters Score -1.262897e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -12631464.000000 Penalty: 5543.759766
	Iteration 6F: 3 clusters Score -1.263146e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -12634178.000000 Penalty: 5543.759766
	Iteration 7F: 3 clusters Score -1.263418e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -12637001.000000 Penalty: 5543.759766
	Iteration 8F: 3 clusters Score -1.2637e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -12638999.000000 Penalty: 5543.759766
	Iteration 9Q: 3 clusters Score -1.2639e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -12640205.000000 Penalty: 5543.759766
	Iteration 10Q: 3 clusters Score -1.26402e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -12640874.000000 Penalty: 5543.759766
	Iteration 11Q: 3 clusters Score -1.264087e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -12641254.000000 Penalty: 5543.759766
	Iteration 12Q: 3 clusters Score -1.264125e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -12641481.000000 Penalty: 5543.759766
	Iteration 13Q: 3 clusters Score -1.264148e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -12641811.000000 Penalty: 5543.759766
	Iteration 14Q: 3 clusters Score -1.264181e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -12642026.000000 Penalty: 5543.759766
	Iteration 15Q: 3 clusters Score -1.264203e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -12642216.000000 Penalty: 5543.759766
	Iteration 16Q: 3 clusters Score -1.264222e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -12642381.000000 Penalty: 5543.759766
	Iteration 17Q: 3 clusters Score -1.264238e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -12642585.000000 Penalty: 5543.759766
	Iteration 18Q: 3 clusters Score -1.264258e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -12642769.000000 Penalty: 5543.759766
	Iteration 19Q: 3 clusters Score -1.264277e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -12642833.000000 Penalty: 5543.759766
	Iteration 20F: 3 clusters Score -1.264283e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -12642976.000000 Penalty: 5543.759766
	Iteration 21Q: 3 clusters Score -1.264298e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -12643155.000000 Penalty: 5543.759766
	Iteration 22Q: 3 clusters Score -1.264316e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -12643251.000000 Penalty: 5543.759766
	Iteration 23Q: 3 clusters Score -1.264325e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -12643433.000000 Penalty: 5543.759766
	Iteration 24Q: 3 clusters Score -1.264343e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -12643483.000000 Penalty: 5543.759766
	Iteration 25Q: 3 clusters Score -1.264348e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -12643656.000000 Penalty: 5543.759766
	Iteration 26Q: 3 clusters Score -1.264366e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -12643810.000000 Penalty: 5543.759766
	Iteration 27Q: 3 clusters Score -1.264381e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -12643960.000000 Penalty: 5543.759766
	Iteration 28Q: 3 clusters Score -1.264396e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -12644096.000000 Penalty: 5543.759766
	Iteration 29Q: 3 clusters Score -1.26441e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -12644231.000000 Penalty: 5543.759766
	Iteration 30Q: 3 clusters Score -1.264423e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -12644337.000000 Penalty: 5543.759766
	Iteration 31Q: 3 clusters Score -1.264434e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -12644477.000000 Penalty: 5543.759766
	Iteration 32Q: 3 clusters Score -1.264448e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -12644570.000000 Penalty: 5543.759766
	Iteration 33Q: 3 clusters Score -1.264457e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -12644659.000000 Penalty: 5543.759766
	Iteration 34Q: 3 clusters Score -1.264466e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -12644708.000000 Penalty: 5543.759766
	Iteration 35Q: 3 clusters Score -1.264471e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -12644787.000000 Penalty: 5543.759766
	Iteration 36Q: 3 clusters Score -1.264479e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -12644825.000000 Penalty: 5543.759766
	Iteration 37Q: 3 clusters Score -1.264482e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -12644822.000000 Penalty: 5543.759766
	Iteration 38Q: 3 clusters Score -1.264482e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -12644829.000000 Penalty: 5543.759766
	Iteration 39Q: 3 clusters Score -1.264483e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -12644830.000000 Penalty: 5543.759766
	Iteration 40F: 3 clusters Score -1.264483e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -12644833.000000 Penalty: 5543.759766
	Iteration 41Q: 3 clusters Score -1.264483e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -12644869.000000 Penalty: 5543.759766
	Iteration 42Q: 3 clusters Score -1.264487e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -12644857.000000 Penalty: 5543.759766
	Iteration 43Q: 3 clusters Score -1.264486e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -12644859.000000 Penalty: 5543.759766
	Iteration 44Q: 3 clusters Score -1.264486e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -12644809.000000 Penalty: 5543.759766
	Iteration 45Q: 3 clusters Score -1.264481e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -12644819.000000 Penalty: 5543.759766
	Iteration 46Q: 3 clusters Score -1.264482e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -12644776.000000 Penalty: 5543.759766
	Iteration 47Q: 3 clusters Score -1.264478e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -12644775.000000 Penalty: 5543.759766
	Iteration 48Q: 3 clusters Score -1.264478e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -12644772.000000 Penalty: 5543.759766
	Iteration 49Q: 3 clusters Score -1.264477e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -12644789.000000 Penalty: 5543.759766
	Iteration 50Q: 3 clusters Score -1.264479e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -12644746.000000 Penalty: 5543.759766
	Iteration 51Q: 3 clusters Score -1.264475e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -12644733.000000 Penalty: 5543.759766
	Iteration 52Q: 3 clusters Score -1.264473e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -12644726.000000 Penalty: 5543.759766
	Iteration 53Q: 3 clusters Score -1.264473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -12644722.000000 Penalty: 5543.759766
	Iteration 54Q: 3 clusters Score -1.264472e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -12644734.000000 Penalty: 5543.759766
	Iteration 55Q: 3 clusters Score -1.264473e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -12644727.000000 Penalty: 5543.759766
	Iteration 56Q: 3 clusters Score -1.264473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -12644704.000000 Penalty: 5543.759766
	Iteration 57Q: 3 clusters Score -1.26447e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -12644678.000000 Penalty: 5543.759766
	Iteration 58Q: 3 clusters Score -1.264468e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -12644648.000000 Penalty: 5543.759766
	Iteration 59Q: 3 clusters Score -1.264465e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -12644650.000000 Penalty: 5543.759766
	Iteration 60F: 3 clusters Score -1.264465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -12644665.000000 Penalty: 5543.759766
	Iteration 61Q: 3 clusters Score -1.264466e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -12644653.000000 Penalty: 5543.759766
	Iteration 62Q: 3 clusters Score -1.264465e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -12644656.000000 Penalty: 5543.759766
	Iteration 63Q: 3 clusters Score -1.264466e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -12644656.000000 Penalty: 5543.759766
	Iteration 64Q: 3 clusters Score -1.264466e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -12644642.000000 Penalty: 5543.759766
	Iteration 65Q: 3 clusters Score -1.264464e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -12644625.000000 Penalty: 5543.759766
	Iteration 66Q: 3 clusters Score -1.264462e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -12644566.000000 Penalty: 5543.759766
	Iteration 67Q: 3 clusters Score -1.264457e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -12644567.000000 Penalty: 5543.759766
	Iteration 68Q: 3 clusters Score -1.264457e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -12644530.000000 Penalty: 5543.759766
	Iteration 69Q: 3 clusters Score -1.264453e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -12644538.000000 Penalty: 5543.759766
	Iteration 70Q: 3 clusters Score -1.264454e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -12644508.000000 Penalty: 5543.759766
	Iteration 71Q: 3 clusters Score -1.264451e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -12644528.000000 Penalty: 5543.759766
	Iteration 72Q: 3 clusters Score -1.264453e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -12644432.000000 Penalty: 5543.759766
	Iteration 73Q: 3 clusters Score -1.264443e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -12644406.000000 Penalty: 5543.759766
	Iteration 74Q: 3 clusters Score -1.264441e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -12644417.000000 Penalty: 5543.759766
	Iteration 75Q: 3 clusters Score -1.264442e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -12644403.000000 Penalty: 5543.759766
	Iteration 76Q: 3 clusters Score -1.26444e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -12644417.000000 Penalty: 5543.759766
	Iteration 77Q: 3 clusters Score -1.264442e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -12644376.000000 Penalty: 5543.759766
	Iteration 78Q: 3 clusters Score -1.264438e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -12644358.000000 Penalty: 5543.759766
	Iteration 79Q: 3 clusters Score -1.264436e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -12644325.000000 Penalty: 5543.759766
	Iteration 80F: 3 clusters Score -1.264432e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -12644321.000000 Penalty: 5543.759766
	Iteration 81Q: 3 clusters Score -1.264432e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -12644289.000000 Penalty: 5543.759766
	Iteration 82Q: 3 clusters Score -1.264429e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -12644248.000000 Penalty: 5543.759766
	Iteration 83Q: 3 clusters Score -1.264425e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -12644196.000000 Penalty: 5543.759766
	Iteration 84Q: 3 clusters Score -1.26442e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -12644203.000000 Penalty: 5543.759766
	Iteration 85Q: 3 clusters Score -1.26442e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -12644183.000000 Penalty: 5543.759766
	Iteration 86Q: 3 clusters Score -1.264418e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -12644173.000000 Penalty: 5543.759766
	Iteration 87Q: 3 clusters Score -1.264417e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -12644143.000000 Penalty: 5543.759766
	Iteration 88Q: 3 clusters Score -1.264414e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -12644103.000000 Penalty: 5543.759766
	Iteration 89Q: 3 clusters Score -1.26441e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -12644092.000000 Penalty: 5543.759766
	Iteration 90Q: 3 clusters Score -1.264409e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -12644069.000000 Penalty: 5543.759766
	Iteration 91Q: 3 clusters Score -1.264407e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -12644046.000000 Penalty: 5543.759766
	Iteration 92Q: 3 clusters Score -1.264405e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -12644019.000000 Penalty: 5543.759766
	Iteration 93Q: 3 clusters Score -1.264402e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -12643986.000000 Penalty: 5543.759766
	Iteration 94Q: 3 clusters Score -1.264399e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -12644007.000000 Penalty: 5543.759766
	Iteration 95Q: 3 clusters Score -1.264401e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -12643997.000000 Penalty: 5543.759766
	Iteration 96Q: 3 clusters Score -1.2644e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -12643967.000000 Penalty: 5543.759766
	Iteration 97Q: 3 clusters Score -1.264397e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -12643939.000000 Penalty: 5543.759766
	Iteration 98Q: 3 clusters Score -1.264394e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -12643966.000000 Penalty: 5543.759766
	Iteration 99Q: 3 clusters Score -1.264397e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -12643953.000000 Penalty: 5543.759766
	Iteration 100F: 3 clusters Score -1.264395e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -12643953.000000 Penalty: 5543.759766
	Iteration 101Q: 3 clusters Score -1.264395e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -12643934.000000 Penalty: 5543.759766
	Iteration 102Q: 3 clusters Score -1.264393e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -12643905.000000 Penalty: 5543.759766
	Iteration 103Q: 3 clusters Score -1.26439e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -12643885.000000 Penalty: 5543.759766
	Iteration 104Q: 3 clusters Score -1.264388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -12643866.000000 Penalty: 5543.759766
	Iteration 105Q: 3 clusters Score -1.264387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -12643850.000000 Penalty: 5543.759766
	Iteration 106Q: 3 clusters Score -1.264385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -12643829.000000 Penalty: 5543.759766
	Iteration 107Q: 3 clusters Score -1.264383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -12643806.000000 Penalty: 5543.759766
	Iteration 108Q: 3 clusters Score -1.264381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -12643804.000000 Penalty: 5543.759766
	Iteration 109Q: 3 clusters Score -1.26438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -12643806.000000 Penalty: 5543.759766
	Iteration 110Q: 3 clusters Score -1.264381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -12643807.000000 Penalty: 5543.759766
	Iteration 111Q: 3 clusters Score -1.264381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -12643808.000000 Penalty: 5543.759766
	Iteration 112Q: 3 clusters Score -1.264381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -12643802.000000 Penalty: 5543.759766
	Iteration 113Q: 3 clusters Score -1.26438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -12643796.000000 Penalty: 5543.759766
	Iteration 114Q: 3 clusters Score -1.26438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -12643795.000000 Penalty: 5543.759766
	Iteration 115Q: 3 clusters Score -1.26438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -12643801.000000 Penalty: 5543.759766
	Iteration 116Q: 3 clusters Score -1.26438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -12643804.000000 Penalty: 5543.759766
	Iteration 117Q: 3 clusters Score -1.26438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -12643804.000000 Penalty: 5543.759766
	Iteration 118Q: 3 clusters Score -1.26438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -12643789.000000 Penalty: 5543.759766
	Iteration 119Q: 3 clusters Score -1.264379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -12643779.000000 Penalty: 5543.759766
	Iteration 120F: 3 clusters Score -1.264378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -12643782.000000 Penalty: 5543.759766
	Iteration 121Q: 3 clusters Score -1.264378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -12643783.000000 Penalty: 5543.759766
	Iteration 122Q: 3 clusters Score -1.264378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -12643783.000000 Penalty: 5543.759766
	Iteration 123Q: 3 clusters Score -1.264378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -12643783.000000 Penalty: 5543.759766
	Iteration 124Q: 3 clusters Score -1.264378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -12643779.000000 Penalty: 5543.759766
	Iteration 125Q: 3 clusters Score -1.264378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -12643779.000000 Penalty: 5543.759766
	Iteration 126Q: 3 clusters Score -1.264378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -12643781.000000 Penalty: 5543.759766
	Iteration 127Q: 3 clusters Score -1.264378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -12643776.000000 Penalty: 5543.759766
	Iteration 128Q: 3 clusters Score -1.264378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -12643787.000000 Penalty: 5543.759766
	Iteration 129Q: 3 clusters Score -1.264379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -12643788.000000 Penalty: 5543.759766
	Iteration 130Q: 3 clusters Score -1.264379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -12643788.000000 Penalty: 5543.759766
	Iteration 131F: 3 clusters Score -1.264379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 63068 members 
Entering Unmasked Estep 
Score: -196133328.000000 Penalty: 107098.429688
Splitting cluster 13 changes total score from -196043280.000000 to -196133328.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (74133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Entering Unmasked Estep 
Score: -13176603.000000 Penalty: 2780.976807
	Iteration 0F: 2 clusters Score -1.31766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -13152128.000000 Penalty: 5561.953613
	Iteration 0F: 3 clusters Score -1.315213e+07 nChanged 34800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -13171545.000000 Penalty: 5561.953613
	Iteration 1F: 3 clusters Score -1.317154e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -13172196.000000 Penalty: 5561.953613
	Iteration 2Q: 3 clusters Score -1.31722e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -13172990.000000 Penalty: 5561.953613
	Iteration 3Q: 3 clusters Score -1.317299e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -13173914.000000 Penalty: 5561.953613
	Iteration 4Q: 3 clusters Score -1.317391e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -13174878.000000 Penalty: 5561.953613
	Iteration 5Q: 3 clusters Score -1.317488e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -13176403.000000 Penalty: 5561.953613
	Iteration 6F: 3 clusters Score -1.31764e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -13178649.000000 Penalty: 5561.953613
	Iteration 7F: 3 clusters Score -1.317865e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -13181510.000000 Penalty: 5561.953613
	Iteration 8F: 3 clusters Score -1.318151e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -13183754.000000 Penalty: 5561.953613
	Iteration 9F: 3 clusters Score -1.318375e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -13184802.000000 Penalty: 5561.953613
	Iteration 10Q: 3 clusters Score -1.31848e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -13185307.000000 Penalty: 5561.953613
	Iteration 11Q: 3 clusters Score -1.318531e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -13185711.000000 Penalty: 5561.953613
	Iteration 12Q: 3 clusters Score -1.318571e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -13186010.000000 Penalty: 5561.953613
	Iteration 13Q: 3 clusters Score -1.318601e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -13186319.000000 Penalty: 5561.953613
	Iteration 14Q: 3 clusters Score -1.318632e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -13186607.000000 Penalty: 5561.953613
	Iteration 15Q: 3 clusters Score -1.318661e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -13186775.000000 Penalty: 5561.953613
	Iteration 16Q: 3 clusters Score -1.318678e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -13187031.000000 Penalty: 5561.953613
	Iteration 17Q: 3 clusters Score -1.318703e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -13187303.000000 Penalty: 5561.953613
	Iteration 18Q: 3 clusters Score -1.31873e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -13187548.000000 Penalty: 5561.953613
	Iteration 19Q: 3 clusters Score -1.318755e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -13187799.000000 Penalty: 5561.953613
	Iteration 20F: 3 clusters Score -1.31878e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -13188049.000000 Penalty: 5561.953613
	Iteration 21Q: 3 clusters Score -1.318805e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -13188400.000000 Penalty: 5561.953613
	Iteration 22Q: 3 clusters Score -1.31884e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -13188839.000000 Penalty: 5561.953613
	Iteration 23Q: 3 clusters Score -1.318884e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -13189242.000000 Penalty: 5561.953613
	Iteration 24Q: 3 clusters Score -1.318924e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -13189776.000000 Penalty: 5561.953613
	Iteration 25Q: 3 clusters Score -1.318978e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -13190463.000000 Penalty: 5561.953613
	Iteration 26Q: 3 clusters Score -1.319046e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -13191361.000000 Penalty: 5561.953613
	Iteration 27Q: 3 clusters Score -1.319136e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -13192469.000000 Penalty: 5561.953613
	Iteration 28Q: 3 clusters Score -1.319247e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -13193695.000000 Penalty: 5561.953613
	Iteration 29Q: 3 clusters Score -1.31937e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -13195029.000000 Penalty: 5561.953613
	Iteration 30Q: 3 clusters Score -1.319503e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -13196467.000000 Penalty: 5561.953613
	Iteration 31Q: 3 clusters Score -1.319647e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -13197802.000000 Penalty: 5561.953613
	Iteration 32Q: 3 clusters Score -1.31978e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -13198955.000000 Penalty: 5561.953613
	Iteration 33Q: 3 clusters Score -1.319896e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -13199803.000000 Penalty: 5561.953613
	Iteration 34Q: 3 clusters Score -1.31998e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -13200514.000000 Penalty: 5561.953613
	Iteration 35Q: 3 clusters Score -1.320051e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -13200931.000000 Penalty: 5561.953613
	Iteration 36Q: 3 clusters Score -1.320093e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -13201303.000000 Penalty: 5561.953613
	Iteration 37Q: 3 clusters Score -1.32013e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -13201503.000000 Penalty: 5561.953613
	Iteration 38Q: 3 clusters Score -1.32015e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -13201668.000000 Penalty: 5561.953613
	Iteration 39Q: 3 clusters Score -1.320167e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -13202276.000000 Penalty: 5561.953613
	Iteration 40F: 3 clusters Score -1.320228e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -13202476.000000 Penalty: 5561.953613
	Iteration 41Q: 3 clusters Score -1.320248e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -13202514.000000 Penalty: 5561.953613
	Iteration 42Q: 3 clusters Score -1.320251e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -13202582.000000 Penalty: 5561.953613
	Iteration 43Q: 3 clusters Score -1.320258e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -13202580.000000 Penalty: 5561.953613
	Iteration 44Q: 3 clusters Score -1.320258e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -13202608.000000 Penalty: 5561.953613
	Iteration 45Q: 3 clusters Score -1.320261e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -13202637.000000 Penalty: 5561.953613
	Iteration 46Q: 3 clusters Score -1.320264e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -13202652.000000 Penalty: 5561.953613
	Iteration 47Q: 3 clusters Score -1.320265e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -13202647.000000 Penalty: 5561.953613
	Iteration 48Q: 3 clusters Score -1.320265e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -13202642.000000 Penalty: 5561.953613
	Iteration 49Q: 3 clusters Score -1.320264e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -13202636.000000 Penalty: 5561.953613
	Iteration 50Q: 3 clusters Score -1.320264e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -13202652.000000 Penalty: 5561.953613
	Iteration 51Q: 3 clusters Score -1.320265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -13202650.000000 Penalty: 5561.953613
	Iteration 52Q: 3 clusters Score -1.320265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -13202646.000000 Penalty: 5561.953613
	Iteration 53Q: 3 clusters Score -1.320265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -13202626.000000 Penalty: 5561.953613
	Iteration 54Q: 3 clusters Score -1.320263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -13202639.000000 Penalty: 5561.953613
	Iteration 55Q: 3 clusters Score -1.320264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -13202653.000000 Penalty: 5561.953613
	Iteration 56Q: 3 clusters Score -1.320265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -13202655.000000 Penalty: 5561.953613
	Iteration 57Q: 3 clusters Score -1.320266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -13202650.000000 Penalty: 5561.953613
	Iteration 58Q: 3 clusters Score -1.320265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -13202647.000000 Penalty: 5561.953613
	Iteration 59Q: 3 clusters Score -1.320265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -13202636.000000 Penalty: 5561.953613
	Iteration 60F: 3 clusters Score -1.320264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -13202640.000000 Penalty: 5561.953613
	Iteration 61Q: 3 clusters Score -1.320264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -13202645.000000 Penalty: 5561.953613
	Iteration 62Q: 3 clusters Score -1.320264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -13202647.000000 Penalty: 5561.953613
	Iteration 63Q: 3 clusters Score -1.320265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -13202651.000000 Penalty: 5561.953613
	Iteration 64Q: 3 clusters Score -1.320265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -13202645.000000 Penalty: 5561.953613
	Iteration 65Q: 3 clusters Score -1.320264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -13202643.000000 Penalty: 5561.953613
	Iteration 66Q: 3 clusters Score -1.320264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -13202655.000000 Penalty: 5561.953613
	Iteration 67Q: 3 clusters Score -1.320266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -13202650.000000 Penalty: 5561.953613
	Iteration 68Q: 3 clusters Score -1.320265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13202647.000000 Penalty: 5561.953613
	Iteration 69Q: 3 clusters Score -1.320265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -13202647.000000 Penalty: 5561.953613
	Iteration 70F: 3 clusters Score -1.320265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 38936 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 93158 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 35197 members 
Entering Unmasked Estep 
Score: -196154048.000000 Penalty: 110553.218750
Splitting cluster 14 changes total score from -196043280.000000 to -196154048.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (52225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Entering Unmasked Estep 
Score: -9309661.000000 Penalty: 2694.102539
	Iteration 0F: 2 clusters Score -9309661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -9280086.000000 Penalty: 5388.205078
	Iteration 0F: 3 clusters Score -9280086 nChanged 24229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -9293557.000000 Penalty: 5388.205078
	Iteration 1F: 3 clusters Score -9293557 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -9294298.000000 Penalty: 5388.205078
	Iteration 2Q: 3 clusters Score -9294298 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -9295321.000000 Penalty: 5388.205078
	Iteration 3Q: 3 clusters Score -9295321 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -9297002.000000 Penalty: 5388.205078
	Iteration 4F: 3 clusters Score -9297002 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -9299429.000000 Penalty: 5388.205078
	Iteration 5F: 3 clusters Score -9299429 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -9301928.000000 Penalty: 5388.205078
	Iteration 6F: 3 clusters Score -9301928 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -9304365.000000 Penalty: 5388.205078
	Iteration 7F: 3 clusters Score -9304365 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -9306652.000000 Penalty: 5388.205078
	Iteration 8F: 3 clusters Score -9306652 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -9308779.000000 Penalty: 5388.205078
	Iteration 9F: 3 clusters Score -9308779 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -9310224.000000 Penalty: 5388.205078
	Iteration 10Q: 3 clusters Score -9310224 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -9310971.000000 Penalty: 5388.205078
	Iteration 11Q: 3 clusters Score -9310971 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -9311399.000000 Penalty: 5388.205078
	Iteration 12Q: 3 clusters Score -9311399 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -9311551.000000 Penalty: 5388.205078
	Iteration 13Q: 3 clusters Score -9311551 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -9311567.000000 Penalty: 5388.205078
	Iteration 14Q: 3 clusters Score -9311567 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -9311491.000000 Penalty: 5388.205078
	Iteration 15Q: 3 clusters Score -9311491 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -9311324.000000 Penalty: 5388.205078
	Iteration 16Q: 3 clusters Score -9311324 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -9311087.000000 Penalty: 5388.205078
	Iteration 17Q: 3 clusters Score -9311087 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -9310817.000000 Penalty: 5388.205078
	Iteration 18Q: 3 clusters Score -9310817 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -9310505.000000 Penalty: 5388.205078
	Iteration 19Q: 3 clusters Score -9310505 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -9310215.000000 Penalty: 5388.205078
	Iteration 20F: 3 clusters Score -9310215 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9309909.000000 Penalty: 5388.205078
	Iteration 21Q: 3 clusters Score -9309909 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -9309611.000000 Penalty: 5388.205078
	Iteration 22Q: 3 clusters Score -9309611 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -9309384.000000 Penalty: 5388.205078
	Iteration 23Q: 3 clusters Score -9309384 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -9309191.000000 Penalty: 5388.205078
	Iteration 24Q: 3 clusters Score -9309191 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9309045.000000 Penalty: 5388.205078
	Iteration 25Q: 3 clusters Score -9309045 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -9308952.000000 Penalty: 5388.205078
	Iteration 26Q: 3 clusters Score -9308952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -9308889.000000 Penalty: 5388.205078
	Iteration 27Q: 3 clusters Score -9308889 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -9308836.000000 Penalty: 5388.205078
	Iteration 28Q: 3 clusters Score -9308836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -9308779.000000 Penalty: 5388.205078
	Iteration 29Q: 3 clusters Score -9308779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -9308770.000000 Penalty: 5388.205078
	Iteration 30Q: 3 clusters Score -9308770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -9308732.000000 Penalty: 5388.205078
	Iteration 31Q: 3 clusters Score -9308732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -9308685.000000 Penalty: 5388.205078
	Iteration 32Q: 3 clusters Score -9308685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -9308659.000000 Penalty: 5388.205078
	Iteration 33Q: 3 clusters Score -9308659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -9308644.000000 Penalty: 5388.205078
	Iteration 34Q: 3 clusters Score -9308644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9308615.000000 Penalty: 5388.205078
	Iteration 35Q: 3 clusters Score -9308615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -9308603.000000 Penalty: 5388.205078
	Iteration 36Q: 3 clusters Score -9308603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -9308576.000000 Penalty: 5388.205078
	Iteration 37Q: 3 clusters Score -9308576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -9308575.000000 Penalty: 5388.205078
	Iteration 38Q: 3 clusters Score -9308575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -9308559.000000 Penalty: 5388.205078
	Iteration 39Q: 3 clusters Score -9308559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -9308557.000000 Penalty: 5388.205078
	Iteration 40F: 3 clusters Score -9308557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -9308546.000000 Penalty: 5388.205078
	Iteration 41Q: 3 clusters Score -9308546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -9308539.000000 Penalty: 5388.205078
	Iteration 42Q: 3 clusters Score -9308539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -9308542.000000 Penalty: 5388.205078
	Iteration 43Q: 3 clusters Score -9308542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -9308539.000000 Penalty: 5388.205078
	Iteration 44Q: 3 clusters Score -9308539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -9308538.000000 Penalty: 5388.205078
	Iteration 45Q: 3 clusters Score -9308538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -9308533.000000 Penalty: 5388.205078
	Iteration 46Q: 3 clusters Score -9308533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -9308526.000000 Penalty: 5388.205078
	Iteration 47Q: 3 clusters Score -9308526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -9308518.000000 Penalty: 5388.205078
	Iteration 48Q: 3 clusters Score -9308518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -9308516.000000 Penalty: 5388.205078
	Iteration 49Q: 3 clusters Score -9308516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -9308516.000000 Penalty: 5388.205078
	Iteration 50Q: 3 clusters Score -9308516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -9308509.000000 Penalty: 5388.205078
	Iteration 51Q: 3 clusters Score -9308509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -9308509.000000 Penalty: 5388.205078
	Iteration 52F: 3 clusters Score -9308509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Entering Unmasked Estep 
Score: -16334804.000000 Penalty: 2837.628906
	Iteration 0F: 2 clusters Score -1.63348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -16291293.000000 Penalty: 5675.257812
	Iteration 0F: 3 clusters Score -1.629129e+07 nChanged 43871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -16316460.000000 Penalty: 5675.257812
	Iteration 1F: 3 clusters Score -1.631646e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -16317918.000000 Penalty: 5675.257812
	Iteration 2Q: 3 clusters Score -1.631792e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -16321046.000000 Penalty: 5675.257812
	Iteration 3F: 3 clusters Score -1.632105e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -16326943.000000 Penalty: 5675.257812
	Iteration 4F: 3 clusters Score -1.632694e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -16334934.000000 Penalty: 5675.257812
	Iteration 5F: 3 clusters Score -1.633493e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -16340894.000000 Penalty: 5675.257812
	Iteration 6F: 3 clusters Score -1.634089e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -16343599.000000 Penalty: 5675.257812
	Iteration 7F: 3 clusters Score -1.63436e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -16344457.000000 Penalty: 5675.257812
	Iteration 8Q: 3 clusters Score -1.634446e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -16344813.000000 Penalty: 5675.257812
	Iteration 9Q: 3 clusters Score -1.634481e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -16344833.000000 Penalty: 5675.257812
	Iteration 10Q: 3 clusters Score -1.634483e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -16344803.000000 Penalty: 5675.257812
	Iteration 11Q: 3 clusters Score -1.63448e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -16344794.000000 Penalty: 5675.257812
	Iteration 12Q: 3 clusters Score -1.634479e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -16344858.000000 Penalty: 5675.257812
	Iteration 13Q: 3 clusters Score -1.634486e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -16344891.000000 Penalty: 5675.257812
	Iteration 14Q: 3 clusters Score -1.634489e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -16344947.000000 Penalty: 5675.257812
	Iteration 15Q: 3 clusters Score -1.634495e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -16344978.000000 Penalty: 5675.257812
	Iteration 16Q: 3 clusters Score -1.634498e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -16345053.000000 Penalty: 5675.257812
	Iteration 17Q: 3 clusters Score -1.634505e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -16345033.000000 Penalty: 5675.257812
	Iteration 18Q: 3 clusters Score -1.634503e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -16345077.000000 Penalty: 5675.257812
	Iteration 19Q: 3 clusters Score -1.634508e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -16345139.000000 Penalty: 5675.257812
	Iteration 20F: 3 clusters Score -1.634514e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -16345227.000000 Penalty: 5675.257812
	Iteration 21Q: 3 clusters Score -1.634523e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -16345270.000000 Penalty: 5675.257812
	Iteration 22Q: 3 clusters Score -1.634527e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -16345274.000000 Penalty: 5675.257812
	Iteration 23Q: 3 clusters Score -1.634527e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -16345267.000000 Penalty: 5675.257812
	Iteration 24Q: 3 clusters Score -1.634527e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -16345380.000000 Penalty: 5675.257812
	Iteration 25Q: 3 clusters Score -1.634538e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -16345455.000000 Penalty: 5675.257812
	Iteration 26Q: 3 clusters Score -1.634546e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -16345482.000000 Penalty: 5675.257812
	Iteration 27Q: 3 clusters Score -1.634548e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -16345518.000000 Penalty: 5675.257812
	Iteration 28Q: 3 clusters Score -1.634552e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -16345591.000000 Penalty: 5675.257812
	Iteration 29Q: 3 clusters Score -1.634559e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -16345632.000000 Penalty: 5675.257812
	Iteration 30Q: 3 clusters Score -1.634563e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -16345733.000000 Penalty: 5675.257812
	Iteration 31Q: 3 clusters Score -1.634573e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -16345807.000000 Penalty: 5675.257812
	Iteration 32Q: 3 clusters Score -1.634581e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -16345924.000000 Penalty: 5675.257812
	Iteration 33Q: 3 clusters Score -1.634592e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -16345961.000000 Penalty: 5675.257812
	Iteration 34Q: 3 clusters Score -1.634596e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -16345920.000000 Penalty: 5675.257812
	Iteration 35Q: 3 clusters Score -1.634592e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -16345848.000000 Penalty: 5675.257812
	Iteration 36Q: 3 clusters Score -1.634585e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -16345734.000000 Penalty: 5675.257812
	Iteration 37Q: 3 clusters Score -1.634573e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -16345741.000000 Penalty: 5675.257812
	Iteration 38Q: 3 clusters Score -1.634574e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -16345803.000000 Penalty: 5675.257812
	Iteration 39Q: 3 clusters Score -1.63458e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -16345739.000000 Penalty: 5675.257812
	Iteration 40F: 3 clusters Score -1.634574e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 81158 members 
Entering Unmasked Estep 
Score: -16345738.000000 Penalty: 5675.257812
	Iteration 41Q: 3 clusters Score -1.634574e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -16345722.000000 Penalty: 5675.257812
	Iteration 42Q: 3 clusters Score -1.634572e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -16345754.000000 Penalty: 5675.257812
	Iteration 43Q: 3 clusters Score -1.634575e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -16345736.000000 Penalty: 5675.257812
	Iteration 44Q: 3 clusters Score -1.634574e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -16345799.000000 Penalty: 5675.257812
	Iteration 45Q: 3 clusters Score -1.63458e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -16345817.000000 Penalty: 5675.257812
	Iteration 46Q: 3 clusters Score -1.634582e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -16345869.000000 Penalty: 5675.257812
	Iteration 47Q: 3 clusters Score -1.634587e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -16345949.000000 Penalty: 5675.257812
	Iteration 48Q: 3 clusters Score -1.634595e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -16345983.000000 Penalty: 5675.257812
	Iteration 49Q: 3 clusters Score -1.634598e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 82940 members 
Entering Unmasked Estep 
Score: -16345989.000000 Penalty: 5675.257812
	Iteration 50Q: 3 clusters Score -1.634599e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -16346050.000000 Penalty: 5675.257812
	Iteration 51Q: 3 clusters Score -1.634605e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -16346053.000000 Penalty: 5675.257812
	Iteration 52Q: 3 clusters Score -1.634605e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -16346092.000000 Penalty: 5675.257812
	Iteration 53Q: 3 clusters Score -1.634609e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -16346144.000000 Penalty: 5675.257812
	Iteration 54Q: 3 clusters Score -1.634614e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -16346176.000000 Penalty: 5675.257812
	Iteration 55Q: 3 clusters Score -1.634618e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -16346160.000000 Penalty: 5675.257812
	Iteration 56Q: 3 clusters Score -1.634616e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -16346137.000000 Penalty: 5675.257812
	Iteration 57Q: 3 clusters Score -1.634614e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -16346125.000000 Penalty: 5675.257812
	Iteration 58Q: 3 clusters Score -1.634612e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -16346087.000000 Penalty: 5675.257812
	Iteration 59Q: 3 clusters Score -1.634609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -16346059.000000 Penalty: 5675.257812
	Iteration 60F: 3 clusters Score -1.634606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -16346047.000000 Penalty: 5675.257812
	Iteration 61Q: 3 clusters Score -1.634605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -16346022.000000 Penalty: 5675.257812
	Iteration 62Q: 3 clusters Score -1.634602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -16345990.000000 Penalty: 5675.257812
	Iteration 63Q: 3 clusters Score -1.634599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -16346003.000000 Penalty: 5675.257812
	Iteration 64Q: 3 clusters Score -1.6346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -16345978.000000 Penalty: 5675.257812
	Iteration 65Q: 3 clusters Score -1.634598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -16345961.000000 Penalty: 5675.257812
	Iteration 66Q: 3 clusters Score -1.634596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -16345946.000000 Penalty: 5675.257812
	Iteration 67Q: 3 clusters Score -1.634595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -16345934.000000 Penalty: 5675.257812
	Iteration 68Q: 3 clusters Score -1.634593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -16345931.000000 Penalty: 5675.257812
	Iteration 69Q: 3 clusters Score -1.634593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -16345939.000000 Penalty: 5675.257812
	Iteration 70Q: 3 clusters Score -1.634594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -16345941.000000 Penalty: 5675.257812
	Iteration 71Q: 3 clusters Score -1.634594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -16345941.000000 Penalty: 5675.257812
	Iteration 72Q: 3 clusters Score -1.634594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -16345941.000000 Penalty: 5675.257812
	Iteration 73Q: 3 clusters Score -1.634594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -16345946.000000 Penalty: 5675.257812
	Iteration 74Q: 3 clusters Score -1.634595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -16345938.000000 Penalty: 5675.257812
	Iteration 75Q: 3 clusters Score -1.634594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -16345937.000000 Penalty: 5675.257812
	Iteration 76Q: 3 clusters Score -1.634594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -16345937.000000 Penalty: 5675.257812
	Iteration 77F: 3 clusters Score -1.634594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 38936 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 78220 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 35197 members 
Mstep: Class 33 contains 84466 members 
Entering Unmasked Estep 
Score: -196161936.000000 Penalty: 114008.007812
Splitting cluster 16 changes total score from -196043280.000000 to -196161936.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (78220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Entering Unmasked Estep 
Score: -14013298.000000 Penalty: 2794.285645
	Iteration 0F: 2 clusters Score -1.40133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -13997922.000000 Penalty: 5588.571289
	Iteration 0F: 3 clusters Score -1.399792e+07 nChanged 36539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -14018515.000000 Penalty: 5588.571289
	Iteration 1F: 3 clusters Score -1.401852e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -14019065.000000 Penalty: 5588.571289
	Iteration 2Q: 3 clusters Score -1.401906e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -14019698.000000 Penalty: 5588.571289
	Iteration 3Q: 3 clusters Score -1.40197e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -14020398.000000 Penalty: 5588.571289
	Iteration 4Q: 3 clusters Score -1.40204e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -14021047.000000 Penalty: 5588.571289
	Iteration 5F: 3 clusters Score -1.402105e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -14022369.000000 Penalty: 5588.571289
	Iteration 6F: 3 clusters Score -1.402237e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -14025110.000000 Penalty: 5588.571289
	Iteration 7F: 3 clusters Score -1.402511e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -14028955.000000 Penalty: 5588.571289
	Iteration 8F: 3 clusters Score -1.402896e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -14032520.000000 Penalty: 5588.571289
	Iteration 9F: 3 clusters Score -1.403252e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -14034627.000000 Penalty: 5588.571289
	Iteration 10F: 3 clusters Score -1.403463e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -14035938.000000 Penalty: 5588.571289
	Iteration 11Q: 3 clusters Score -1.403594e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -14036918.000000 Penalty: 5588.571289
	Iteration 12Q: 3 clusters Score -1.403692e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -14037719.000000 Penalty: 5588.571289
	Iteration 13Q: 3 clusters Score -1.403772e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -14038195.000000 Penalty: 5588.571289
	Iteration 14Q: 3 clusters Score -1.40382e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -14038667.000000 Penalty: 5588.571289
	Iteration 15Q: 3 clusters Score -1.403867e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -14038983.000000 Penalty: 5588.571289
	Iteration 16Q: 3 clusters Score -1.403898e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -14039081.000000 Penalty: 5588.571289
	Iteration 17Q: 3 clusters Score -1.403908e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -14039286.000000 Penalty: 5588.571289
	Iteration 18Q: 3 clusters Score -1.403929e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -14039401.000000 Penalty: 5588.571289
	Iteration 19Q: 3 clusters Score -1.40394e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -14039490.000000 Penalty: 5588.571289
	Iteration 20F: 3 clusters Score -1.403949e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -14039417.000000 Penalty: 5588.571289
	Iteration 21Q: 3 clusters Score -1.403942e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -14039273.000000 Penalty: 5588.571289
	Iteration 22Q: 3 clusters Score -1.403927e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -14038987.000000 Penalty: 5588.571289
	Iteration 23Q: 3 clusters Score -1.403899e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -14038735.000000 Penalty: 5588.571289
	Iteration 24Q: 3 clusters Score -1.403874e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -14038389.000000 Penalty: 5588.571289
	Iteration 25Q: 3 clusters Score -1.403839e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -14038163.000000 Penalty: 5588.571289
	Iteration 26Q: 3 clusters Score -1.403816e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -14038135.000000 Penalty: 5588.571289
	Iteration 27Q: 3 clusters Score -1.403814e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -14038152.000000 Penalty: 5588.571289
	Iteration 28Q: 3 clusters Score -1.403815e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -14038182.000000 Penalty: 5588.571289
	Iteration 29Q: 3 clusters Score -1.403818e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -14038252.000000 Penalty: 5588.571289
	Iteration 30Q: 3 clusters Score -1.403825e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -14038448.000000 Penalty: 5588.571289
	Iteration 31Q: 3 clusters Score -1.403845e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -14038600.000000 Penalty: 5588.571289
	Iteration 32Q: 3 clusters Score -1.40386e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -14038612.000000 Penalty: 5588.571289
	Iteration 33Q: 3 clusters Score -1.403861e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -14038715.000000 Penalty: 5588.571289
	Iteration 34Q: 3 clusters Score -1.403872e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -14038756.000000 Penalty: 5588.571289
	Iteration 35Q: 3 clusters Score -1.403876e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -14038813.000000 Penalty: 5588.571289
	Iteration 36Q: 3 clusters Score -1.403881e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -14038858.000000 Penalty: 5588.571289
	Iteration 37Q: 3 clusters Score -1.403886e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -14038899.000000 Penalty: 5588.571289
	Iteration 38Q: 3 clusters Score -1.40389e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -14038899.000000 Penalty: 5588.571289
	Iteration 39Q: 3 clusters Score -1.40389e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -14039028.000000 Penalty: 5588.571289
	Iteration 40F: 3 clusters Score -1.403903e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -14038997.000000 Penalty: 5588.571289
	Iteration 41Q: 3 clusters Score -1.4039e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -14039015.000000 Penalty: 5588.571289
	Iteration 42Q: 3 clusters Score -1.403902e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -14039097.000000 Penalty: 5588.571289
	Iteration 43Q: 3 clusters Score -1.40391e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -14039175.000000 Penalty: 5588.571289
	Iteration 44Q: 3 clusters Score -1.403918e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -14039209.000000 Penalty: 5588.571289
	Iteration 45Q: 3 clusters Score -1.403921e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -14039236.000000 Penalty: 5588.571289
	Iteration 46Q: 3 clusters Score -1.403924e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -14039259.000000 Penalty: 5588.571289
	Iteration 47Q: 3 clusters Score -1.403926e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -14039344.000000 Penalty: 5588.571289
	Iteration 48Q: 3 clusters Score -1.403934e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -14039413.000000 Penalty: 5588.571289
	Iteration 49Q: 3 clusters Score -1.403941e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -14039468.000000 Penalty: 5588.571289
	Iteration 50Q: 3 clusters Score -1.403947e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -14039509.000000 Penalty: 5588.571289
	Iteration 51Q: 3 clusters Score -1.403951e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -14039597.000000 Penalty: 5588.571289
	Iteration 52Q: 3 clusters Score -1.40396e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -14039645.000000 Penalty: 5588.571289
	Iteration 53Q: 3 clusters Score -1.403964e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -14039699.000000 Penalty: 5588.571289
	Iteration 54Q: 3 clusters Score -1.40397e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -14039781.000000 Penalty: 5588.571289
	Iteration 55Q: 3 clusters Score -1.403978e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -14039833.000000 Penalty: 5588.571289
	Iteration 56Q: 3 clusters Score -1.403983e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -14039916.000000 Penalty: 5588.571289
	Iteration 57Q: 3 clusters Score -1.403992e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -14040000.000000 Penalty: 5588.571289
	Iteration 58Q: 3 clusters Score -1.404e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -14040059.000000 Penalty: 5588.571289
	Iteration 59Q: 3 clusters Score -1.404006e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -14040106.000000 Penalty: 5588.571289
	Iteration 60F: 3 clusters Score -1.404011e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -14040164.000000 Penalty: 5588.571289
	Iteration 61Q: 3 clusters Score -1.404016e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -14040206.000000 Penalty: 5588.571289
	Iteration 62Q: 3 clusters Score -1.404021e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -14040252.000000 Penalty: 5588.571289
	Iteration 63Q: 3 clusters Score -1.404025e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -14040256.000000 Penalty: 5588.571289
	Iteration 64Q: 3 clusters Score -1.404026e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -14040258.000000 Penalty: 5588.571289
	Iteration 65Q: 3 clusters Score -1.404026e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -14040252.000000 Penalty: 5588.571289
	Iteration 66Q: 3 clusters Score -1.404025e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -14040264.000000 Penalty: 5588.571289
	Iteration 67Q: 3 clusters Score -1.404026e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -14040313.000000 Penalty: 5588.571289
	Iteration 68Q: 3 clusters Score -1.404031e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -14040310.000000 Penalty: 5588.571289
	Iteration 69Q: 3 clusters Score -1.404031e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -14040319.000000 Penalty: 5588.571289
	Iteration 70Q: 3 clusters Score -1.404032e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -14040353.000000 Penalty: 5588.571289
	Iteration 71Q: 3 clusters Score -1.404035e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -14040378.000000 Penalty: 5588.571289
	Iteration 72Q: 3 clusters Score -1.404038e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -14040428.000000 Penalty: 5588.571289
	Iteration 73Q: 3 clusters Score -1.404043e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -14040435.000000 Penalty: 5588.571289
	Iteration 74Q: 3 clusters Score -1.404044e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -14040431.000000 Penalty: 5588.571289
	Iteration 75Q: 3 clusters Score -1.404043e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -14040470.000000 Penalty: 5588.571289
	Iteration 76Q: 3 clusters Score -1.404047e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -14040515.000000 Penalty: 5588.571289
	Iteration 77Q: 3 clusters Score -1.404052e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -14040527.000000 Penalty: 5588.571289
	Iteration 78Q: 3 clusters Score -1.404053e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -14040548.000000 Penalty: 5588.571289
	Iteration 79Q: 3 clusters Score -1.404055e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -14040562.000000 Penalty: 5588.571289
	Iteration 80F: 3 clusters Score -1.404056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -14040560.000000 Penalty: 5588.571289
	Iteration 81Q: 3 clusters Score -1.404056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -14040591.000000 Penalty: 5588.571289
	Iteration 82Q: 3 clusters Score -1.404059e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -14040602.000000 Penalty: 5588.571289
	Iteration 83Q: 3 clusters Score -1.40406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -14040610.000000 Penalty: 5588.571289
	Iteration 84Q: 3 clusters Score -1.404061e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -14040629.000000 Penalty: 5588.571289
	Iteration 85Q: 3 clusters Score -1.404063e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -14040650.000000 Penalty: 5588.571289
	Iteration 86Q: 3 clusters Score -1.404065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -14040661.000000 Penalty: 5588.571289
	Iteration 87Q: 3 clusters Score -1.404066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -14040659.000000 Penalty: 5588.571289
	Iteration 88Q: 3 clusters Score -1.404066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -14040666.000000 Penalty: 5588.571289
	Iteration 89Q: 3 clusters Score -1.404067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -14040679.000000 Penalty: 5588.571289
	Iteration 90Q: 3 clusters Score -1.404068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -14040695.000000 Penalty: 5588.571289
	Iteration 91Q: 3 clusters Score -1.40407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -14040682.000000 Penalty: 5588.571289
	Iteration 92Q: 3 clusters Score -1.404068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -14040691.000000 Penalty: 5588.571289
	Iteration 93Q: 3 clusters Score -1.404069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -14040696.000000 Penalty: 5588.571289
	Iteration 94Q: 3 clusters Score -1.40407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -14040693.000000 Penalty: 5588.571289
	Iteration 95Q: 3 clusters Score -1.404069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -14040696.000000 Penalty: 5588.571289
	Iteration 96Q: 3 clusters Score -1.40407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -14040694.000000 Penalty: 5588.571289
	Iteration 97Q: 3 clusters Score -1.404069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -14040688.000000 Penalty: 5588.571289
	Iteration 98Q: 3 clusters Score -1.404069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -14040678.000000 Penalty: 5588.571289
	Iteration 99Q: 3 clusters Score -1.404068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -14040676.000000 Penalty: 5588.571289
	Iteration 100F: 3 clusters Score -1.404068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -14040693.000000 Penalty: 5588.571289
	Iteration 101Q: 3 clusters Score -1.404069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -14040690.000000 Penalty: 5588.571289
	Iteration 102Q: 3 clusters Score -1.404069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -14040682.000000 Penalty: 5588.571289
	Iteration 103Q: 3 clusters Score -1.404068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -14040685.000000 Penalty: 5588.571289
	Iteration 104Q: 3 clusters Score -1.404068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -14040682.000000 Penalty: 5588.571289
	Iteration 105Q: 3 clusters Score -1.404068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -14040686.000000 Penalty: 5588.571289
	Iteration 106Q: 3 clusters Score -1.404069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -14040682.000000 Penalty: 5588.571289
	Iteration 107Q: 3 clusters Score -1.404068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -14040683.000000 Penalty: 5588.571289
	Iteration 108Q: 3 clusters Score -1.404068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -14040685.000000 Penalty: 5588.571289
	Iteration 109Q: 3 clusters Score -1.404068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -14040692.000000 Penalty: 5588.571289
	Iteration 110Q: 3 clusters Score -1.404069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -14040693.000000 Penalty: 5588.571289
	Iteration 111Q: 3 clusters Score -1.404069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -14040682.000000 Penalty: 5588.571289
	Iteration 112Q: 3 clusters Score -1.404068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -14040681.000000 Penalty: 5588.571289
	Iteration 113Q: 3 clusters Score -1.404068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -14040681.000000 Penalty: 5588.571289
	Iteration 114F: 3 clusters Score -1.404068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 38936 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 44501 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 35197 members 
Mstep: Class 33 contains 84466 members 
Mstep: Class 34 contains 33719 members 
Entering Unmasked Estep 
Score: -196183312.000000 Penalty: 117462.796875
Splitting cluster 17 changes total score from -196043280.000000 to -196183312.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (75958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Entering Unmasked Estep 
Score: -13781865.000000 Penalty: 2787.008057
	Iteration 0F: 2 clusters Score -1.378186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -13760107.000000 Penalty: 5574.016113
	Iteration 0F: 3 clusters Score -1.376011e+07 nChanged 35557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -13780148.000000 Penalty: 5574.016113
	Iteration 1F: 3 clusters Score -1.378015e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -13781126.000000 Penalty: 5574.016113
	Iteration 2Q: 3 clusters Score -1.378113e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -13782008.000000 Penalty: 5574.016113
	Iteration 3F: 3 clusters Score -1.378201e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -13783057.000000 Penalty: 5574.016113
	Iteration 4F: 3 clusters Score -1.378306e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -13784441.000000 Penalty: 5574.016113
	Iteration 5F: 3 clusters Score -1.378444e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -13786840.000000 Penalty: 5574.016113
	Iteration 6F: 3 clusters Score -1.378684e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -13790166.000000 Penalty: 5574.016113
	Iteration 7F: 3 clusters Score -1.379017e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -13792734.000000 Penalty: 5574.016113
	Iteration 8F: 3 clusters Score -1.379273e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -13794177.000000 Penalty: 5574.016113
	Iteration 9Q: 3 clusters Score -1.379418e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -13794798.000000 Penalty: 5574.016113
	Iteration 10Q: 3 clusters Score -1.37948e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -13795010.000000 Penalty: 5574.016113
	Iteration 11Q: 3 clusters Score -1.379501e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -13795164.000000 Penalty: 5574.016113
	Iteration 12Q: 3 clusters Score -1.379516e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -13795211.000000 Penalty: 5574.016113
	Iteration 13Q: 3 clusters Score -1.379521e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -13794964.000000 Penalty: 5574.016113
	Iteration 14Q: 3 clusters Score -1.379496e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -13794443.000000 Penalty: 5574.016113
	Iteration 15Q: 3 clusters Score -1.379444e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -13793463.000000 Penalty: 5574.016113
	Iteration 16Q: 3 clusters Score -1.379346e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -13792142.000000 Penalty: 5574.016113
	Iteration 17Q: 3 clusters Score -1.379214e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -13790346.000000 Penalty: 5574.016113
	Iteration 18Q: 3 clusters Score -1.379035e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -13788604.000000 Penalty: 5574.016113
	Iteration 19Q: 3 clusters Score -1.37886e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -13788059.000000 Penalty: 5574.016113
	Iteration 20F: 3 clusters Score -1.378806e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -13786958.000000 Penalty: 5574.016113
	Iteration 21Q: 3 clusters Score -1.378696e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -13786483.000000 Penalty: 5574.016113
	Iteration 22Q: 3 clusters Score -1.378648e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -13786066.000000 Penalty: 5574.016113
	Iteration 23Q: 3 clusters Score -1.378607e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -13785840.000000 Penalty: 5574.016113
	Iteration 24Q: 3 clusters Score -1.378584e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -13785635.000000 Penalty: 5574.016113
	Iteration 25Q: 3 clusters Score -1.378564e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -13785553.000000 Penalty: 5574.016113
	Iteration 26Q: 3 clusters Score -1.378555e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -13785455.000000 Penalty: 5574.016113
	Iteration 27Q: 3 clusters Score -1.378546e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -13785402.000000 Penalty: 5574.016113
	Iteration 28Q: 3 clusters Score -1.37854e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -13785492.000000 Penalty: 5574.016113
	Iteration 29Q: 3 clusters Score -1.378549e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -13785577.000000 Penalty: 5574.016113
	Iteration 30Q: 3 clusters Score -1.378558e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -13785685.000000 Penalty: 5574.016113
	Iteration 31Q: 3 clusters Score -1.378568e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -13785919.000000 Penalty: 5574.016113
	Iteration 32Q: 3 clusters Score -1.378592e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -13786137.000000 Penalty: 5574.016113
	Iteration 33Q: 3 clusters Score -1.378614e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -13786461.000000 Penalty: 5574.016113
	Iteration 34Q: 3 clusters Score -1.378646e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -13786887.000000 Penalty: 5574.016113
	Iteration 35Q: 3 clusters Score -1.378689e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -13787253.000000 Penalty: 5574.016113
	Iteration 36Q: 3 clusters Score -1.378725e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -13787709.000000 Penalty: 5574.016113
	Iteration 37Q: 3 clusters Score -1.378771e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -13788153.000000 Penalty: 5574.016113
	Iteration 38Q: 3 clusters Score -1.378815e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -13788555.000000 Penalty: 5574.016113
	Iteration 39Q: 3 clusters Score -1.378856e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -13789358.000000 Penalty: 5574.016113
	Iteration 40F: 3 clusters Score -1.378936e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -13789920.000000 Penalty: 5574.016113
	Iteration 41Q: 3 clusters Score -1.378992e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -13790562.000000 Penalty: 5574.016113
	Iteration 42Q: 3 clusters Score -1.379056e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -13791254.000000 Penalty: 5574.016113
	Iteration 43Q: 3 clusters Score -1.379125e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -13791896.000000 Penalty: 5574.016113
	Iteration 44Q: 3 clusters Score -1.37919e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -13792566.000000 Penalty: 5574.016113
	Iteration 45Q: 3 clusters Score -1.379257e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -13793349.000000 Penalty: 5574.016113
	Iteration 46Q: 3 clusters Score -1.379335e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -13794070.000000 Penalty: 5574.016113
	Iteration 47Q: 3 clusters Score -1.379407e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -13794770.000000 Penalty: 5574.016113
	Iteration 48Q: 3 clusters Score -1.379477e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -13795215.000000 Penalty: 5574.016113
	Iteration 49Q: 3 clusters Score -1.379522e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -13795390.000000 Penalty: 5574.016113
	Iteration 50Q: 3 clusters Score -1.379539e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -13795686.000000 Penalty: 5574.016113
	Iteration 51Q: 3 clusters Score -1.379569e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -13795885.000000 Penalty: 5574.016113
	Iteration 52Q: 3 clusters Score -1.379588e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -13796035.000000 Penalty: 5574.016113
	Iteration 53Q: 3 clusters Score -1.379604e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -13796130.000000 Penalty: 5574.016113
	Iteration 54Q: 3 clusters Score -1.379613e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -13796230.000000 Penalty: 5574.016113
	Iteration 55Q: 3 clusters Score -1.379623e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -13796266.000000 Penalty: 5574.016113
	Iteration 56Q: 3 clusters Score -1.379627e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -13796159.000000 Penalty: 5574.016113
	Iteration 57Q: 3 clusters Score -1.379616e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -13796003.000000 Penalty: 5574.016113
	Iteration 58Q: 3 clusters Score -1.3796e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -13795728.000000 Penalty: 5574.016113
	Iteration 59Q: 3 clusters Score -1.379573e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -13795530.000000 Penalty: 5574.016113
	Iteration 60F: 3 clusters Score -1.379553e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -13795135.000000 Penalty: 5574.016113
	Iteration 61Q: 3 clusters Score -1.379514e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -13794549.000000 Penalty: 5574.016113
	Iteration 62Q: 3 clusters Score -1.379455e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -13794091.000000 Penalty: 5574.016113
	Iteration 63Q: 3 clusters Score -1.379409e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -13793609.000000 Penalty: 5574.016113
	Iteration 64Q: 3 clusters Score -1.379361e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -13793231.000000 Penalty: 5574.016113
	Iteration 65Q: 3 clusters Score -1.379323e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -13793131.000000 Penalty: 5574.016113
	Iteration 66Q: 3 clusters Score -1.379313e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -13793023.000000 Penalty: 5574.016113
	Iteration 67Q: 3 clusters Score -1.379302e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -13793228.000000 Penalty: 5574.016113
	Iteration 68Q: 3 clusters Score -1.379323e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -13793407.000000 Penalty: 5574.016113
	Iteration 69Q: 3 clusters Score -1.379341e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -13793754.000000 Penalty: 5574.016113
	Iteration 70Q: 3 clusters Score -1.379375e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -13794313.000000 Penalty: 5574.016113
	Iteration 71Q: 3 clusters Score -1.379431e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -13794706.000000 Penalty: 5574.016113
	Iteration 72Q: 3 clusters Score -1.379471e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -13795112.000000 Penalty: 5574.016113
	Iteration 73Q: 3 clusters Score -1.379511e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -13795574.000000 Penalty: 5574.016113
	Iteration 74Q: 3 clusters Score -1.379557e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -13795878.000000 Penalty: 5574.016113
	Iteration 75Q: 3 clusters Score -1.379588e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -13796112.000000 Penalty: 5574.016113
	Iteration 76Q: 3 clusters Score -1.379611e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -13796329.000000 Penalty: 5574.016113
	Iteration 77Q: 3 clusters Score -1.379633e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -13796471.000000 Penalty: 5574.016113
	Iteration 78Q: 3 clusters Score -1.379647e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -13796547.000000 Penalty: 5574.016113
	Iteration 79Q: 3 clusters Score -1.379655e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -13796678.000000 Penalty: 5574.016113
	Iteration 80F: 3 clusters Score -1.379668e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -13796760.000000 Penalty: 5574.016113
	Iteration 81Q: 3 clusters Score -1.379676e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -13796872.000000 Penalty: 5574.016113
	Iteration 82Q: 3 clusters Score -1.379687e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -13796948.000000 Penalty: 5574.016113
	Iteration 83Q: 3 clusters Score -1.379695e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -13796968.000000 Penalty: 5574.016113
	Iteration 84Q: 3 clusters Score -1.379697e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -13796979.000000 Penalty: 5574.016113
	Iteration 85Q: 3 clusters Score -1.379698e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -13797051.000000 Penalty: 5574.016113
	Iteration 86Q: 3 clusters Score -1.379705e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -13797064.000000 Penalty: 5574.016113
	Iteration 87Q: 3 clusters Score -1.379706e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -13797095.000000 Penalty: 5574.016113
	Iteration 88Q: 3 clusters Score -1.37971e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -13797224.000000 Penalty: 5574.016113
	Iteration 89Q: 3 clusters Score -1.379722e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -13797306.000000 Penalty: 5574.016113
	Iteration 90Q: 3 clusters Score -1.379731e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -13797322.000000 Penalty: 5574.016113
	Iteration 91Q: 3 clusters Score -1.379732e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -13797371.000000 Penalty: 5574.016113
	Iteration 92Q: 3 clusters Score -1.379737e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -13797359.000000 Penalty: 5574.016113
	Iteration 93Q: 3 clusters Score -1.379736e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -13797454.000000 Penalty: 5574.016113
	Iteration 94Q: 3 clusters Score -1.379745e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -13797432.000000 Penalty: 5574.016113
	Iteration 95Q: 3 clusters Score -1.379743e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -13797452.000000 Penalty: 5574.016113
	Iteration 96Q: 3 clusters Score -1.379745e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -13797481.000000 Penalty: 5574.016113
	Iteration 97Q: 3 clusters Score -1.379748e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -13797514.000000 Penalty: 5574.016113
	Iteration 98Q: 3 clusters Score -1.379751e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -13797538.000000 Penalty: 5574.016113
	Iteration 99Q: 3 clusters Score -1.379754e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -13797549.000000 Penalty: 5574.016113
	Iteration 100F: 3 clusters Score -1.379755e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -13797562.000000 Penalty: 5574.016113
	Iteration 101Q: 3 clusters Score -1.379756e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -13797587.000000 Penalty: 5574.016113
	Iteration 102Q: 3 clusters Score -1.379759e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -13797627.000000 Penalty: 5574.016113
	Iteration 103Q: 3 clusters Score -1.379763e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -13797639.000000 Penalty: 5574.016113
	Iteration 104Q: 3 clusters Score -1.379764e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -13797646.000000 Penalty: 5574.016113
	Iteration 105Q: 3 clusters Score -1.379765e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13797643.000000 Penalty: 5574.016113
	Iteration 106Q: 3 clusters Score -1.379764e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -13797673.000000 Penalty: 5574.016113
	Iteration 107Q: 3 clusters Score -1.379767e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -13797674.000000 Penalty: 5574.016113
	Iteration 108Q: 3 clusters Score -1.379767e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -13797676.000000 Penalty: 5574.016113
	Iteration 109Q: 3 clusters Score -1.379768e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -13797642.000000 Penalty: 5574.016113
	Iteration 110Q: 3 clusters Score -1.379764e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -13797712.000000 Penalty: 5574.016113
	Iteration 111Q: 3 clusters Score -1.379771e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -13797769.000000 Penalty: 5574.016113
	Iteration 112Q: 3 clusters Score -1.379777e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -13797758.000000 Penalty: 5574.016113
	Iteration 113Q: 3 clusters Score -1.379776e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -13797726.000000 Penalty: 5574.016113
	Iteration 114Q: 3 clusters Score -1.379773e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -13797781.000000 Penalty: 5574.016113
	Iteration 115Q: 3 clusters Score -1.379778e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -13797811.000000 Penalty: 5574.016113
	Iteration 116Q: 3 clusters Score -1.379781e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -13797812.000000 Penalty: 5574.016113
	Iteration 117Q: 3 clusters Score -1.379781e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -13797820.000000 Penalty: 5574.016113
	Iteration 118Q: 3 clusters Score -1.379782e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -13797812.000000 Penalty: 5574.016113
	Iteration 119Q: 3 clusters Score -1.379781e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -13797853.000000 Penalty: 5574.016113
	Iteration 120F: 3 clusters Score -1.379785e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -13797813.000000 Penalty: 5574.016113
	Iteration 121Q: 3 clusters Score -1.379781e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -13797814.000000 Penalty: 5574.016113
	Iteration 122Q: 3 clusters Score -1.379781e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -13797772.000000 Penalty: 5574.016113
	Iteration 123Q: 3 clusters Score -1.379777e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -13797794.000000 Penalty: 5574.016113
	Iteration 124Q: 3 clusters Score -1.379779e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -13797816.000000 Penalty: 5574.016113
	Iteration 125Q: 3 clusters Score -1.379782e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -13797812.000000 Penalty: 5574.016113
	Iteration 126Q: 3 clusters Score -1.379781e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -13797838.000000 Penalty: 5574.016113
	Iteration 127Q: 3 clusters Score -1.379784e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -13797837.000000 Penalty: 5574.016113
	Iteration 128Q: 3 clusters Score -1.379784e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -13797841.000000 Penalty: 5574.016113
	Iteration 129Q: 3 clusters Score -1.379784e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -13797838.000000 Penalty: 5574.016113
	Iteration 130Q: 3 clusters Score -1.379784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -13797824.000000 Penalty: 5574.016113
	Iteration 131Q: 3 clusters Score -1.379782e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -13797839.000000 Penalty: 5574.016113
	Iteration 132Q: 3 clusters Score -1.379784e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -13797854.000000 Penalty: 5574.016113
	Iteration 133Q: 3 clusters Score -1.379785e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -13797859.000000 Penalty: 5574.016113
	Iteration 134Q: 3 clusters Score -1.379786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -13797865.000000 Penalty: 5574.016113
	Iteration 135Q: 3 clusters Score -1.379786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -13797843.000000 Penalty: 5574.016113
	Iteration 136Q: 3 clusters Score -1.379784e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -13797842.000000 Penalty: 5574.016113
	Iteration 137Q: 3 clusters Score -1.379784e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -13797870.000000 Penalty: 5574.016113
	Iteration 138Q: 3 clusters Score -1.379787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -13797876.000000 Penalty: 5574.016113
	Iteration 139Q: 3 clusters Score -1.379788e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -13797872.000000 Penalty: 5574.016113
	Iteration 140F: 3 clusters Score -1.379787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -13797858.000000 Penalty: 5574.016113
	Iteration 141Q: 3 clusters Score -1.379786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -13797848.000000 Penalty: 5574.016113
	Iteration 142Q: 3 clusters Score -1.379785e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -13797875.000000 Penalty: 5574.016113
	Iteration 143Q: 3 clusters Score -1.379788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -13797878.000000 Penalty: 5574.016113
	Iteration 144Q: 3 clusters Score -1.379788e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -13797846.000000 Penalty: 5574.016113
	Iteration 145Q: 3 clusters Score -1.379785e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -13797856.000000 Penalty: 5574.016113
	Iteration 146Q: 3 clusters Score -1.379786e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -13797869.000000 Penalty: 5574.016113
	Iteration 147Q: 3 clusters Score -1.379787e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -13797892.000000 Penalty: 5574.016113
	Iteration 148Q: 3 clusters Score -1.379789e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -13797890.000000 Penalty: 5574.016113
	Iteration 149Q: 3 clusters Score -1.379789e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -13797905.000000 Penalty: 5574.016113
	Iteration 150Q: 3 clusters Score -1.37979e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -13797897.000000 Penalty: 5574.016113
	Iteration 151Q: 3 clusters Score -1.37979e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -13797890.000000 Penalty: 5574.016113
	Iteration 152Q: 3 clusters Score -1.379789e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -13797914.000000 Penalty: 5574.016113
	Iteration 153Q: 3 clusters Score -1.379791e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -13797941.000000 Penalty: 5574.016113
	Iteration 154Q: 3 clusters Score -1.379794e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -13797954.000000 Penalty: 5574.016113
	Iteration 155Q: 3 clusters Score -1.379795e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -13797934.000000 Penalty: 5574.016113
	Iteration 156Q: 3 clusters Score -1.379793e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -13797927.000000 Penalty: 5574.016113
	Iteration 157Q: 3 clusters Score -1.379793e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -13797950.000000 Penalty: 5574.016113
	Iteration 158Q: 3 clusters Score -1.379795e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -13797966.000000 Penalty: 5574.016113
	Iteration 159Q: 3 clusters Score -1.379797e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -13797992.000000 Penalty: 5574.016113
	Iteration 160F: 3 clusters Score -1.379799e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -13797993.000000 Penalty: 5574.016113
	Iteration 161Q: 3 clusters Score -1.379799e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -13797990.000000 Penalty: 5574.016113
	Iteration 162Q: 3 clusters Score -1.379799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -13798007.000000 Penalty: 5574.016113
	Iteration 163Q: 3 clusters Score -1.379801e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -13798018.000000 Penalty: 5574.016113
	Iteration 164Q: 3 clusters Score -1.379802e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -13798020.000000 Penalty: 5574.016113
	Iteration 165Q: 3 clusters Score -1.379802e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -13798033.000000 Penalty: 5574.016113
	Iteration 166Q: 3 clusters Score -1.379803e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -13798021.000000 Penalty: 5574.016113
	Iteration 167Q: 3 clusters Score -1.379802e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -13798014.000000 Penalty: 5574.016113
	Iteration 168Q: 3 clusters Score -1.379801e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -13798020.000000 Penalty: 5574.016113
	Iteration 169Q: 3 clusters Score -1.379802e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -13798033.000000 Penalty: 5574.016113
	Iteration 170Q: 3 clusters Score -1.379803e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -13798029.000000 Penalty: 5574.016113
	Iteration 171Q: 3 clusters Score -1.379803e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -13798062.000000 Penalty: 5574.016113
	Iteration 172Q: 3 clusters Score -1.379806e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -13798069.000000 Penalty: 5574.016113
	Iteration 173Q: 3 clusters Score -1.379807e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -13798038.000000 Penalty: 5574.016113
	Iteration 174Q: 3 clusters Score -1.379804e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -13798044.000000 Penalty: 5574.016113
	Iteration 175Q: 3 clusters Score -1.379804e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -13798037.000000 Penalty: 5574.016113
	Iteration 176Q: 3 clusters Score -1.379804e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -13798062.000000 Penalty: 5574.016113
	Iteration 177Q: 3 clusters Score -1.379806e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -13798035.000000 Penalty: 5574.016113
	Iteration 178Q: 3 clusters Score -1.379804e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -13798048.000000 Penalty: 5574.016113
	Iteration 179Q: 3 clusters Score -1.379805e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -13798046.000000 Penalty: 5574.016113
	Iteration 180F: 3 clusters Score -1.379805e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -13798044.000000 Penalty: 5574.016113
	Iteration 181Q: 3 clusters Score -1.379804e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -13798060.000000 Penalty: 5574.016113
	Iteration 182Q: 3 clusters Score -1.379806e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -13798060.000000 Penalty: 5574.016113
	Iteration 183Q: 3 clusters Score -1.379806e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -13798055.000000 Penalty: 5574.016113
	Iteration 184Q: 3 clusters Score -1.379806e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -13798055.000000 Penalty: 5574.016113
	Iteration 185Q: 3 clusters Score -1.379806e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -13798043.000000 Penalty: 5574.016113
	Iteration 186Q: 3 clusters Score -1.379804e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -13798018.000000 Penalty: 5574.016113
	Iteration 187Q: 3 clusters Score -1.379802e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -13798042.000000 Penalty: 5574.016113
	Iteration 188Q: 3 clusters Score -1.379804e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -13798020.000000 Penalty: 5574.016113
	Iteration 189Q: 3 clusters Score -1.379802e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -13798029.000000 Penalty: 5574.016113
	Iteration 190Q: 3 clusters Score -1.379803e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -13798032.000000 Penalty: 5574.016113
	Iteration 191Q: 3 clusters Score -1.379803e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 192Q: 3 clusters Score -1.379802e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -13798049.000000 Penalty: 5574.016113
	Iteration 193Q: 3 clusters Score -1.379805e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -13798034.000000 Penalty: 5574.016113
	Iteration 194Q: 3 clusters Score -1.379803e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -13798023.000000 Penalty: 5574.016113
	Iteration 195Q: 3 clusters Score -1.379802e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -13798026.000000 Penalty: 5574.016113
	Iteration 196Q: 3 clusters Score -1.379803e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -13798024.000000 Penalty: 5574.016113
	Iteration 197Q: 3 clusters Score -1.379802e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -13798018.000000 Penalty: 5574.016113
	Iteration 198Q: 3 clusters Score -1.379802e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -13798021.000000 Penalty: 5574.016113
	Iteration 199Q: 3 clusters Score -1.379802e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -13798011.000000 Penalty: 5574.016113
	Iteration 200F: 3 clusters Score -1.379801e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -13798000.000000 Penalty: 5574.016113
	Iteration 201Q: 3 clusters Score -1.3798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -13798007.000000 Penalty: 5574.016113
	Iteration 202Q: 3 clusters Score -1.379801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -13798005.000000 Penalty: 5574.016113
	Iteration 203Q: 3 clusters Score -1.3798e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -13797986.000000 Penalty: 5574.016113
	Iteration 204Q: 3 clusters Score -1.379799e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -13797976.000000 Penalty: 5574.016113
	Iteration 205Q: 3 clusters Score -1.379798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -13797990.000000 Penalty: 5574.016113
	Iteration 206Q: 3 clusters Score -1.379799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -13798002.000000 Penalty: 5574.016113
	Iteration 207Q: 3 clusters Score -1.3798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -13798019.000000 Penalty: 5574.016113
	Iteration 208Q: 3 clusters Score -1.379802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -13797994.000000 Penalty: 5574.016113
	Iteration 209Q: 3 clusters Score -1.379799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -13798005.000000 Penalty: 5574.016113
	Iteration 210Q: 3 clusters Score -1.3798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -13797994.000000 Penalty: 5574.016113
	Iteration 211Q: 3 clusters Score -1.379799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -13797973.000000 Penalty: 5574.016113
	Iteration 212Q: 3 clusters Score -1.379797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -13797994.000000 Penalty: 5574.016113
	Iteration 213Q: 3 clusters Score -1.379799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -13797989.000000 Penalty: 5574.016113
	Iteration 214Q: 3 clusters Score -1.379799e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -13797997.000000 Penalty: 5574.016113
	Iteration 215Q: 3 clusters Score -1.3798e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -13797989.000000 Penalty: 5574.016113
	Iteration 216Q: 3 clusters Score -1.379799e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -13798006.000000 Penalty: 5574.016113
	Iteration 217Q: 3 clusters Score -1.379801e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 218Q: 3 clusters Score -1.379802e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -13798038.000000 Penalty: 5574.016113
	Iteration 219Q: 3 clusters Score -1.379804e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -13798023.000000 Penalty: 5574.016113
	Iteration 220F: 3 clusters Score -1.379802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -13798035.000000 Penalty: 5574.016113
	Iteration 221Q: 3 clusters Score -1.379804e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -13798029.000000 Penalty: 5574.016113
	Iteration 222Q: 3 clusters Score -1.379803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -13798022.000000 Penalty: 5574.016113
	Iteration 223Q: 3 clusters Score -1.379802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -13798020.000000 Penalty: 5574.016113
	Iteration 224Q: 3 clusters Score -1.379802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -13798029.000000 Penalty: 5574.016113
	Iteration 225Q: 3 clusters Score -1.379803e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 226Q: 3 clusters Score -1.379802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 227Q: 3 clusters Score -1.379802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -13798023.000000 Penalty: 5574.016113
	Iteration 228Q: 3 clusters Score -1.379802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -13798019.000000 Penalty: 5574.016113
	Iteration 229Q: 3 clusters Score -1.379802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -13797999.000000 Penalty: 5574.016113
	Iteration 230Q: 3 clusters Score -1.3798e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -13797976.000000 Penalty: 5574.016113
	Iteration 231Q: 3 clusters Score -1.379798e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -13797981.000000 Penalty: 5574.016113
	Iteration 232Q: 3 clusters Score -1.379798e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -13797983.000000 Penalty: 5574.016113
	Iteration 233Q: 3 clusters Score -1.379798e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -13798008.000000 Penalty: 5574.016113
	Iteration 234Q: 3 clusters Score -1.379801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -13797998.000000 Penalty: 5574.016113
	Iteration 235Q: 3 clusters Score -1.3798e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -13798001.000000 Penalty: 5574.016113
	Iteration 236Q: 3 clusters Score -1.3798e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -13798006.000000 Penalty: 5574.016113
	Iteration 237Q: 3 clusters Score -1.379801e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -13797996.000000 Penalty: 5574.016113
	Iteration 238Q: 3 clusters Score -1.3798e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -13798011.000000 Penalty: 5574.016113
	Iteration 239Q: 3 clusters Score -1.379801e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -13798031.000000 Penalty: 5574.016113
	Iteration 240F: 3 clusters Score -1.379803e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -13798042.000000 Penalty: 5574.016113
	Iteration 241Q: 3 clusters Score -1.379804e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -13798027.000000 Penalty: 5574.016113
	Iteration 242Q: 3 clusters Score -1.379803e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -13798014.000000 Penalty: 5574.016113
	Iteration 243Q: 3 clusters Score -1.379801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -13798012.000000 Penalty: 5574.016113
	Iteration 244Q: 3 clusters Score -1.379801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -13798018.000000 Penalty: 5574.016113
	Iteration 245Q: 3 clusters Score -1.379802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -13798053.000000 Penalty: 5574.016113
	Iteration 246Q: 3 clusters Score -1.379805e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -13798057.000000 Penalty: 5574.016113
	Iteration 247Q: 3 clusters Score -1.379806e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -13798046.000000 Penalty: 5574.016113
	Iteration 248Q: 3 clusters Score -1.379805e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -13798046.000000 Penalty: 5574.016113
	Iteration 249Q: 3 clusters Score -1.379805e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -13798058.000000 Penalty: 5574.016113
	Iteration 250Q: 3 clusters Score -1.379806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -13798053.000000 Penalty: 5574.016113
	Iteration 251Q: 3 clusters Score -1.379805e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -13798069.000000 Penalty: 5574.016113
	Iteration 252Q: 3 clusters Score -1.379807e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -13798062.000000 Penalty: 5574.016113
	Iteration 253Q: 3 clusters Score -1.379806e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -13798058.000000 Penalty: 5574.016113
	Iteration 254Q: 3 clusters Score -1.379806e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -13798040.000000 Penalty: 5574.016113
	Iteration 255Q: 3 clusters Score -1.379804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -13798034.000000 Penalty: 5574.016113
	Iteration 256Q: 3 clusters Score -1.379803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -13798020.000000 Penalty: 5574.016113
	Iteration 257Q: 3 clusters Score -1.379802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -13798019.000000 Penalty: 5574.016113
	Iteration 258Q: 3 clusters Score -1.379802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -13798036.000000 Penalty: 5574.016113
	Iteration 259Q: 3 clusters Score -1.379804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -13798033.000000 Penalty: 5574.016113
	Iteration 260F: 3 clusters Score -1.379803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -13798038.000000 Penalty: 5574.016113
	Iteration 261Q: 3 clusters Score -1.379804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -13798043.000000 Penalty: 5574.016113
	Iteration 262Q: 3 clusters Score -1.379804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -13798035.000000 Penalty: 5574.016113
	Iteration 263Q: 3 clusters Score -1.379804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -13798021.000000 Penalty: 5574.016113
	Iteration 264Q: 3 clusters Score -1.379802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -13798031.000000 Penalty: 5574.016113
	Iteration 265Q: 3 clusters Score -1.379803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -13798035.000000 Penalty: 5574.016113
	Iteration 266Q: 3 clusters Score -1.379804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -13798037.000000 Penalty: 5574.016113
	Iteration 267Q: 3 clusters Score -1.379804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -13798057.000000 Penalty: 5574.016113
	Iteration 268Q: 3 clusters Score -1.379806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -13798049.000000 Penalty: 5574.016113
	Iteration 269Q: 3 clusters Score -1.379805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -13798060.000000 Penalty: 5574.016113
	Iteration 270Q: 3 clusters Score -1.379806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -13798054.000000 Penalty: 5574.016113
	Iteration 271Q: 3 clusters Score -1.379805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -13798050.000000 Penalty: 5574.016113
	Iteration 272Q: 3 clusters Score -1.379805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -13798047.000000 Penalty: 5574.016113
	Iteration 273Q: 3 clusters Score -1.379805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -13798034.000000 Penalty: 5574.016113
	Iteration 274Q: 3 clusters Score -1.379803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -13798052.000000 Penalty: 5574.016113
	Iteration 275Q: 3 clusters Score -1.379805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -13798038.000000 Penalty: 5574.016113
	Iteration 276Q: 3 clusters Score -1.379804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -13798036.000000 Penalty: 5574.016113
	Iteration 277Q: 3 clusters Score -1.379804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -13798035.000000 Penalty: 5574.016113
	Iteration 278Q: 3 clusters Score -1.379804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -13798035.000000 Penalty: 5574.016113
	Iteration 279Q: 3 clusters Score -1.379804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -13798022.000000 Penalty: 5574.016113
	Iteration 280F: 3 clusters Score -1.379802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -13798029.000000 Penalty: 5574.016113
	Iteration 281Q: 3 clusters Score -1.379803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -13798024.000000 Penalty: 5574.016113
	Iteration 282Q: 3 clusters Score -1.379802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -13798021.000000 Penalty: 5574.016113
	Iteration 283Q: 3 clusters Score -1.379802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -13798023.000000 Penalty: 5574.016113
	Iteration 284Q: 3 clusters Score -1.379802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -13798012.000000 Penalty: 5574.016113
	Iteration 285Q: 3 clusters Score -1.379801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 286Q: 3 clusters Score -1.379802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 287Q: 3 clusters Score -1.379802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -13798005.000000 Penalty: 5574.016113
	Iteration 288Q: 3 clusters Score -1.3798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -13798000.000000 Penalty: 5574.016113
	Iteration 289Q: 3 clusters Score -1.3798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -13798001.000000 Penalty: 5574.016113
	Iteration 290Q: 3 clusters Score -1.3798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -13798003.000000 Penalty: 5574.016113
	Iteration 291Q: 3 clusters Score -1.3798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -13797990.000000 Penalty: 5574.016113
	Iteration 292Q: 3 clusters Score -1.379799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -13798009.000000 Penalty: 5574.016113
	Iteration 293Q: 3 clusters Score -1.379801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 294Q: 3 clusters Score -1.379802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -13798015.000000 Penalty: 5574.016113
	Iteration 295Q: 3 clusters Score -1.379802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -13797998.000000 Penalty: 5574.016113
	Iteration 296Q: 3 clusters Score -1.3798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -13798013.000000 Penalty: 5574.016113
	Iteration 297Q: 3 clusters Score -1.379801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -13798003.000000 Penalty: 5574.016113
	Iteration 298Q: 3 clusters Score -1.3798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -13797984.000000 Penalty: 5574.016113
	Iteration 299Q: 3 clusters Score -1.379798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -13798007.000000 Penalty: 5574.016113
	Iteration 300F: 3 clusters Score -1.379801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -13798021.000000 Penalty: 5574.016113
	Iteration 301Q: 3 clusters Score -1.379802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 302Q: 3 clusters Score -1.379802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -13798000.000000 Penalty: 5574.016113
	Iteration 303Q: 3 clusters Score -1.3798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -13798019.000000 Penalty: 5574.016113
	Iteration 304Q: 3 clusters Score -1.379802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -13798022.000000 Penalty: 5574.016113
	Iteration 305Q: 3 clusters Score -1.379802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -13798009.000000 Penalty: 5574.016113
	Iteration 306Q: 3 clusters Score -1.379801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -13798014.000000 Penalty: 5574.016113
	Iteration 307Q: 3 clusters Score -1.379801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -13798020.000000 Penalty: 5574.016113
	Iteration 308Q: 3 clusters Score -1.379802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -13798024.000000 Penalty: 5574.016113
	Iteration 309Q: 3 clusters Score -1.379802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -13798015.000000 Penalty: 5574.016113
	Iteration 310Q: 3 clusters Score -1.379802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -13798007.000000 Penalty: 5574.016113
	Iteration 311Q: 3 clusters Score -1.379801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -13798004.000000 Penalty: 5574.016113
	Iteration 312Q: 3 clusters Score -1.3798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -13798005.000000 Penalty: 5574.016113
	Iteration 313Q: 3 clusters Score -1.3798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -13798012.000000 Penalty: 5574.016113
	Iteration 314Q: 3 clusters Score -1.379801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -13798023.000000 Penalty: 5574.016113
	Iteration 315Q: 3 clusters Score -1.379802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -13798007.000000 Penalty: 5574.016113
	Iteration 316Q: 3 clusters Score -1.379801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -13798017.000000 Penalty: 5574.016113
	Iteration 317Q: 3 clusters Score -1.379802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -13798011.000000 Penalty: 5574.016113
	Iteration 318Q: 3 clusters Score -1.379801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 319Q: 3 clusters Score -1.379802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -13798016.000000 Penalty: 5574.016113
	Iteration 320F: 3 clusters Score -1.379802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -13798006.000000 Penalty: 5574.016113
	Iteration 321Q: 3 clusters Score -1.379801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -13798007.000000 Penalty: 5574.016113
	Iteration 322Q: 3 clusters Score -1.379801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -13797992.000000 Penalty: 5574.016113
	Iteration 323Q: 3 clusters Score -1.379799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -13797997.000000 Penalty: 5574.016113
	Iteration 324Q: 3 clusters Score -1.3798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -13798001.000000 Penalty: 5574.016113
	Iteration 325Q: 3 clusters Score -1.3798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -13798002.000000 Penalty: 5574.016113
	Iteration 326Q: 3 clusters Score -1.3798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -13798013.000000 Penalty: 5574.016113
	Iteration 327Q: 3 clusters Score -1.379801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -13798017.000000 Penalty: 5574.016113
	Iteration 328Q: 3 clusters Score -1.379802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -13798014.000000 Penalty: 5574.016113
	Iteration 329Q: 3 clusters Score -1.379801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -13798014.000000 Penalty: 5574.016113
	Iteration 330F: 3 clusters Score -1.379801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 38936 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 44501 members 
Mstep: Class 18 contains 38193 members 
Mstep: Class 19 contains 81637 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 35197 members 
Mstep: Class 33 contains 84466 members 
Mstep: Class 34 contains 33719 members 
Mstep: Class 35 contains 37765 members 
Entering Unmasked Estep 
Score: -196199296.000000 Penalty: 120917.585938
Splitting cluster 18 changes total score from -196043280.000000 to -196199296.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (81637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Entering Unmasked Estep 
Score: -14684408.000000 Penalty: 2804.889404
	Iteration 0F: 2 clusters Score -1.468441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -14675395.000000 Penalty: 5609.778809
	Iteration 0F: 3 clusters Score -1.46754e+07 nChanged 38401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -14697097.000000 Penalty: 5609.778809
	Iteration 1F: 3 clusters Score -1.46971e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -14698156.000000 Penalty: 5609.778809
	Iteration 2Q: 3 clusters Score -1.469816e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -14699329.000000 Penalty: 5609.778809
	Iteration 3F: 3 clusters Score -1.469933e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -14701044.000000 Penalty: 5609.778809
	Iteration 4F: 3 clusters Score -1.470104e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -14703439.000000 Penalty: 5609.778809
	Iteration 5F: 3 clusters Score -1.470344e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -14706724.000000 Penalty: 5609.778809
	Iteration 6F: 3 clusters Score -1.470672e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -14710393.000000 Penalty: 5609.778809
	Iteration 7F: 3 clusters Score -1.471039e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -14712411.000000 Penalty: 5609.778809
	Iteration 8F: 3 clusters Score -1.471241e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -14713104.000000 Penalty: 5609.778809
	Iteration 9Q: 3 clusters Score -1.47131e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -14712951.000000 Penalty: 5609.778809
	Iteration 10Q: 3 clusters Score -1.471295e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -14712480.000000 Penalty: 5609.778809
	Iteration 11Q: 3 clusters Score -1.471248e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -14711688.000000 Penalty: 5609.778809
	Iteration 12Q: 3 clusters Score -1.471169e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -14710641.000000 Penalty: 5609.778809
	Iteration 13Q: 3 clusters Score -1.471064e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -14709689.000000 Penalty: 5609.778809
	Iteration 14Q: 3 clusters Score -1.470969e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -14708937.000000 Penalty: 5609.778809
	Iteration 15Q: 3 clusters Score -1.470894e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -14708533.000000 Penalty: 5609.778809
	Iteration 16Q: 3 clusters Score -1.470853e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -14708327.000000 Penalty: 5609.778809
	Iteration 17Q: 3 clusters Score -1.470833e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -14708521.000000 Penalty: 5609.778809
	Iteration 18Q: 3 clusters Score -1.470852e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -14708723.000000 Penalty: 5609.778809
	Iteration 19Q: 3 clusters Score -1.470872e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -14709324.000000 Penalty: 5609.778809
	Iteration 20F: 3 clusters Score -1.470932e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -14709814.000000 Penalty: 5609.778809
	Iteration 21Q: 3 clusters Score -1.470981e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -14710514.000000 Penalty: 5609.778809
	Iteration 22Q: 3 clusters Score -1.471051e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -14711382.000000 Penalty: 5609.778809
	Iteration 23Q: 3 clusters Score -1.471138e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -14712065.000000 Penalty: 5609.778809
	Iteration 24Q: 3 clusters Score -1.471206e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -14712758.000000 Penalty: 5609.778809
	Iteration 25Q: 3 clusters Score -1.471276e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -14713326.000000 Penalty: 5609.778809
	Iteration 26Q: 3 clusters Score -1.471333e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -14713814.000000 Penalty: 5609.778809
	Iteration 27Q: 3 clusters Score -1.471381e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -14714288.000000 Penalty: 5609.778809
	Iteration 28Q: 3 clusters Score -1.471429e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -14714603.000000 Penalty: 5609.778809
	Iteration 29Q: 3 clusters Score -1.47146e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -14714851.000000 Penalty: 5609.778809
	Iteration 30Q: 3 clusters Score -1.471485e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -14714848.000000 Penalty: 5609.778809
	Iteration 31Q: 3 clusters Score -1.471485e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -14714839.000000 Penalty: 5609.778809
	Iteration 32Q: 3 clusters Score -1.471484e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -14714736.000000 Penalty: 5609.778809
	Iteration 33Q: 3 clusters Score -1.471474e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -14714537.000000 Penalty: 5609.778809
	Iteration 34Q: 3 clusters Score -1.471454e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -14714372.000000 Penalty: 5609.778809
	Iteration 35Q: 3 clusters Score -1.471437e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -14714107.000000 Penalty: 5609.778809
	Iteration 36Q: 3 clusters Score -1.471411e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -14713801.000000 Penalty: 5609.778809
	Iteration 37Q: 3 clusters Score -1.47138e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -14713438.000000 Penalty: 5609.778809
	Iteration 38Q: 3 clusters Score -1.471344e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -14713261.000000 Penalty: 5609.778809
	Iteration 39Q: 3 clusters Score -1.471326e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -14713411.000000 Penalty: 5609.778809
	Iteration 40F: 3 clusters Score -1.471341e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -14713376.000000 Penalty: 5609.778809
	Iteration 41Q: 3 clusters Score -1.471338e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -14713479.000000 Penalty: 5609.778809
	Iteration 42Q: 3 clusters Score -1.471348e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -14713553.000000 Penalty: 5609.778809
	Iteration 43Q: 3 clusters Score -1.471355e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -14713765.000000 Penalty: 5609.778809
	Iteration 44Q: 3 clusters Score -1.471376e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -14713933.000000 Penalty: 5609.778809
	Iteration 45Q: 3 clusters Score -1.471393e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -14714188.000000 Penalty: 5609.778809
	Iteration 46Q: 3 clusters Score -1.471419e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -14714367.000000 Penalty: 5609.778809
	Iteration 47Q: 3 clusters Score -1.471437e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -14714621.000000 Penalty: 5609.778809
	Iteration 48Q: 3 clusters Score -1.471462e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -14714825.000000 Penalty: 5609.778809
	Iteration 49Q: 3 clusters Score -1.471482e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -14715005.000000 Penalty: 5609.778809
	Iteration 50Q: 3 clusters Score -1.4715e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -14715227.000000 Penalty: 5609.778809
	Iteration 51Q: 3 clusters Score -1.471523e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -14715336.000000 Penalty: 5609.778809
	Iteration 52Q: 3 clusters Score -1.471534e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -14715520.000000 Penalty: 5609.778809
	Iteration 53Q: 3 clusters Score -1.471552e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -14715718.000000 Penalty: 5609.778809
	Iteration 54Q: 3 clusters Score -1.471572e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -14715862.000000 Penalty: 5609.778809
	Iteration 55Q: 3 clusters Score -1.471586e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -14716009.000000 Penalty: 5609.778809
	Iteration 56Q: 3 clusters Score -1.471601e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -14716211.000000 Penalty: 5609.778809
	Iteration 57Q: 3 clusters Score -1.471621e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -14716392.000000 Penalty: 5609.778809
	Iteration 58Q: 3 clusters Score -1.471639e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -14716601.000000 Penalty: 5609.778809
	Iteration 59Q: 3 clusters Score -1.47166e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -14716833.000000 Penalty: 5609.778809
	Iteration 60F: 3 clusters Score -1.471683e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -14717058.000000 Penalty: 5609.778809
	Iteration 61Q: 3 clusters Score -1.471706e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -14717342.000000 Penalty: 5609.778809
	Iteration 62Q: 3 clusters Score -1.471734e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -14717556.000000 Penalty: 5609.778809
	Iteration 63Q: 3 clusters Score -1.471756e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -14717768.000000 Penalty: 5609.778809
	Iteration 64Q: 3 clusters Score -1.471777e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -14717985.000000 Penalty: 5609.778809
	Iteration 65Q: 3 clusters Score -1.471798e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -14718136.000000 Penalty: 5609.778809
	Iteration 66Q: 3 clusters Score -1.471814e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -14718286.000000 Penalty: 5609.778809
	Iteration 67Q: 3 clusters Score -1.471829e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -14718364.000000 Penalty: 5609.778809
	Iteration 68Q: 3 clusters Score -1.471836e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -14718443.000000 Penalty: 5609.778809
	Iteration 69Q: 3 clusters Score -1.471844e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -14718487.000000 Penalty: 5609.778809
	Iteration 70Q: 3 clusters Score -1.471849e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -14718594.000000 Penalty: 5609.778809
	Iteration 71Q: 3 clusters Score -1.471859e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -14718671.000000 Penalty: 5609.778809
	Iteration 72Q: 3 clusters Score -1.471867e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -14718683.000000 Penalty: 5609.778809
	Iteration 73Q: 3 clusters Score -1.471868e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -14718679.000000 Penalty: 5609.778809
	Iteration 74Q: 3 clusters Score -1.471868e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -14718622.000000 Penalty: 5609.778809
	Iteration 75Q: 3 clusters Score -1.471862e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -14718600.000000 Penalty: 5609.778809
	Iteration 76Q: 3 clusters Score -1.47186e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -14718584.000000 Penalty: 5609.778809
	Iteration 77Q: 3 clusters Score -1.471858e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -14718542.000000 Penalty: 5609.778809
	Iteration 78Q: 3 clusters Score -1.471854e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -14718481.000000 Penalty: 5609.778809
	Iteration 79Q: 3 clusters Score -1.471848e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -14718432.000000 Penalty: 5609.778809
	Iteration 80F: 3 clusters Score -1.471843e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -14718355.000000 Penalty: 5609.778809
	Iteration 81Q: 3 clusters Score -1.471836e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -14718258.000000 Penalty: 5609.778809
	Iteration 82Q: 3 clusters Score -1.471826e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -14718152.000000 Penalty: 5609.778809
	Iteration 83Q: 3 clusters Score -1.471815e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -14718152.000000 Penalty: 5609.778809
	Iteration 84Q: 3 clusters Score -1.471815e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -14718082.000000 Penalty: 5609.778809
	Iteration 85Q: 3 clusters Score -1.471808e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -14718066.000000 Penalty: 5609.778809
	Iteration 86Q: 3 clusters Score -1.471807e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -14718009.000000 Penalty: 5609.778809
	Iteration 87Q: 3 clusters Score -1.471801e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -14718005.000000 Penalty: 5609.778809
	Iteration 88Q: 3 clusters Score -1.4718e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -14717990.000000 Penalty: 5609.778809
	Iteration 89Q: 3 clusters Score -1.471799e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -14717975.000000 Penalty: 5609.778809
	Iteration 90Q: 3 clusters Score -1.471798e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -14717960.000000 Penalty: 5609.778809
	Iteration 91Q: 3 clusters Score -1.471796e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -14717978.000000 Penalty: 5609.778809
	Iteration 92Q: 3 clusters Score -1.471798e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -14718001.000000 Penalty: 5609.778809
	Iteration 93Q: 3 clusters Score -1.4718e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -14718045.000000 Penalty: 5609.778809
	Iteration 94Q: 3 clusters Score -1.471804e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -14718092.000000 Penalty: 5609.778809
	Iteration 95Q: 3 clusters Score -1.471809e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -14718118.000000 Penalty: 5609.778809
	Iteration 96Q: 3 clusters Score -1.471812e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -14718142.000000 Penalty: 5609.778809
	Iteration 97Q: 3 clusters Score -1.471814e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -14718185.000000 Penalty: 5609.778809
	Iteration 98Q: 3 clusters Score -1.471818e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -14718232.000000 Penalty: 5609.778809
	Iteration 99Q: 3 clusters Score -1.471823e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -14718359.000000 Penalty: 5609.778809
	Iteration 100F: 3 clusters Score -1.471836e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -14718402.000000 Penalty: 5609.778809
	Iteration 101Q: 3 clusters Score -1.47184e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -14718482.000000 Penalty: 5609.778809
	Iteration 102Q: 3 clusters Score -1.471848e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -14718532.000000 Penalty: 5609.778809
	Iteration 103Q: 3 clusters Score -1.471853e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -14718569.000000 Penalty: 5609.778809
	Iteration 104Q: 3 clusters Score -1.471857e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -14718633.000000 Penalty: 5609.778809
	Iteration 105Q: 3 clusters Score -1.471863e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -14718686.000000 Penalty: 5609.778809
	Iteration 106Q: 3 clusters Score -1.471869e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -14718710.000000 Penalty: 5609.778809
	Iteration 107Q: 3 clusters Score -1.471871e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -14718754.000000 Penalty: 5609.778809
	Iteration 108Q: 3 clusters Score -1.471875e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -14718795.000000 Penalty: 5609.778809
	Iteration 109Q: 3 clusters Score -1.47188e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -14718804.000000 Penalty: 5609.778809
	Iteration 110Q: 3 clusters Score -1.47188e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -14718822.000000 Penalty: 5609.778809
	Iteration 111Q: 3 clusters Score -1.471882e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -14718811.000000 Penalty: 5609.778809
	Iteration 112Q: 3 clusters Score -1.471881e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -14718819.000000 Penalty: 5609.778809
	Iteration 113Q: 3 clusters Score -1.471882e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -14718825.000000 Penalty: 5609.778809
	Iteration 114Q: 3 clusters Score -1.471882e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -14718834.000000 Penalty: 5609.778809
	Iteration 115Q: 3 clusters Score -1.471883e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -14718873.000000 Penalty: 5609.778809
	Iteration 116Q: 3 clusters Score -1.471887e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -14718874.000000 Penalty: 5609.778809
	Iteration 117Q: 3 clusters Score -1.471887e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -14718878.000000 Penalty: 5609.778809
	Iteration 118Q: 3 clusters Score -1.471888e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -14718884.000000 Penalty: 5609.778809
	Iteration 119Q: 3 clusters Score -1.471888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -14718889.000000 Penalty: 5609.778809
	Iteration 120F: 3 clusters Score -1.471889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -14718889.000000 Penalty: 5609.778809
	Iteration 121Q: 3 clusters Score -1.471889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -14718895.000000 Penalty: 5609.778809
	Iteration 122Q: 3 clusters Score -1.47189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -14718903.000000 Penalty: 5609.778809
	Iteration 123Q: 3 clusters Score -1.47189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -14718892.000000 Penalty: 5609.778809
	Iteration 124Q: 3 clusters Score -1.471889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -14718898.000000 Penalty: 5609.778809
	Iteration 125Q: 3 clusters Score -1.47189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -14718903.000000 Penalty: 5609.778809
	Iteration 126Q: 3 clusters Score -1.47189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -14718890.000000 Penalty: 5609.778809
	Iteration 127Q: 3 clusters Score -1.471889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -14718891.000000 Penalty: 5609.778809
	Iteration 128Q: 3 clusters Score -1.471889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -14718895.000000 Penalty: 5609.778809
	Iteration 129Q: 3 clusters Score -1.47189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -14718890.000000 Penalty: 5609.778809
	Iteration 130Q: 3 clusters Score -1.471889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -14718893.000000 Penalty: 5609.778809
	Iteration 131Q: 3 clusters Score -1.471889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -14718884.000000 Penalty: 5609.778809
	Iteration 132Q: 3 clusters Score -1.471888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -14718885.000000 Penalty: 5609.778809
	Iteration 133Q: 3 clusters Score -1.471888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -14718870.000000 Penalty: 5609.778809
	Iteration 134Q: 3 clusters Score -1.471887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -14718890.000000 Penalty: 5609.778809
	Iteration 135Q: 3 clusters Score -1.471889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -14718887.000000 Penalty: 5609.778809
	Iteration 136Q: 3 clusters Score -1.471889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -14718898.000000 Penalty: 5609.778809
	Iteration 137Q: 3 clusters Score -1.47189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -14718899.000000 Penalty: 5609.778809
	Iteration 138Q: 3 clusters Score -1.47189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -14718897.000000 Penalty: 5609.778809
	Iteration 139Q: 3 clusters Score -1.47189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -14718898.000000 Penalty: 5609.778809
	Iteration 140F: 3 clusters Score -1.47189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -14718904.000000 Penalty: 5609.778809
	Iteration 141Q: 3 clusters Score -1.47189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -14718899.000000 Penalty: 5609.778809
	Iteration 142Q: 3 clusters Score -1.47189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -14718903.000000 Penalty: 5609.778809
	Iteration 143Q: 3 clusters Score -1.47189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -14718906.000000 Penalty: 5609.778809
	Iteration 144Q: 3 clusters Score -1.471891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -14718911.000000 Penalty: 5609.778809
	Iteration 145Q: 3 clusters Score -1.471891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -14718921.000000 Penalty: 5609.778809
	Iteration 146Q: 3 clusters Score -1.471892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -14718916.000000 Penalty: 5609.778809
	Iteration 147Q: 3 clusters Score -1.471892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -14718919.000000 Penalty: 5609.778809
	Iteration 148Q: 3 clusters Score -1.471892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -14718915.000000 Penalty: 5609.778809
	Iteration 149Q: 3 clusters Score -1.471892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -14718912.000000 Penalty: 5609.778809
	Iteration 150Q: 3 clusters Score -1.471891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -14718900.000000 Penalty: 5609.778809
	Iteration 151Q: 3 clusters Score -1.47189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -14718898.000000 Penalty: 5609.778809
	Iteration 152Q: 3 clusters Score -1.47189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -14718911.000000 Penalty: 5609.778809
	Iteration 153Q: 3 clusters Score -1.471891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -14718900.000000 Penalty: 5609.778809
	Iteration 154Q: 3 clusters Score -1.47189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -14718907.000000 Penalty: 5609.778809
	Iteration 155Q: 3 clusters Score -1.471891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -14718902.000000 Penalty: 5609.778809
	Iteration 156Q: 3 clusters Score -1.47189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -14718901.000000 Penalty: 5609.778809
	Iteration 157Q: 3 clusters Score -1.47189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -14718917.000000 Penalty: 5609.778809
	Iteration 158Q: 3 clusters Score -1.471892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -14718921.000000 Penalty: 5609.778809
	Iteration 159Q: 3 clusters Score -1.471892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -14718926.000000 Penalty: 5609.778809
	Iteration 160F: 3 clusters Score -1.471893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -14718930.000000 Penalty: 5609.778809
	Iteration 161Q: 3 clusters Score -1.471893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -14718930.000000 Penalty: 5609.778809
	Iteration 162F: 3 clusters Score -1.471893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 38936 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 44501 members 
Mstep: Class 18 contains 38193 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 35197 members 
Mstep: Class 33 contains 84466 members 
Mstep: Class 34 contains 33719 members 
Mstep: Class 35 contains 37765 members 
Mstep: Class 36 contains 44135 members 
Entering Unmasked Estep 
Score: -196226448.000000 Penalty: 124372.375000
Splitting cluster 19 changes total score from -196043280.000000 to -196226448.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (64492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Entering Unmasked Estep 
Score: -11344727.000000 Penalty: 2746.425293
	Iteration 0F: 2 clusters Score -1.134473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -11310523.000000 Penalty: 5492.850586
	Iteration 0F: 3 clusters Score -1.131052e+07 nChanged 30160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -11327851.000000 Penalty: 5492.850586
	Iteration 1F: 3 clusters Score -1.132785e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -11329729.000000 Penalty: 5492.850586
	Iteration 2Q: 3 clusters Score -1.132973e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -11333415.000000 Penalty: 5492.850586
	Iteration 3F: 3 clusters Score -1.133342e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -11338579.000000 Penalty: 5492.850586
	Iteration 4F: 3 clusters Score -1.133858e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -11344093.000000 Penalty: 5492.850586
	Iteration 5F: 3 clusters Score -1.134409e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -11348557.000000 Penalty: 5492.850586
	Iteration 6F: 3 clusters Score -1.134856e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -11351332.000000 Penalty: 5492.850586
	Iteration 7F: 3 clusters Score -1.135133e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -11352792.000000 Penalty: 5492.850586
	Iteration 8Q: 3 clusters Score -1.135279e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -11353388.000000 Penalty: 5492.850586
	Iteration 9Q: 3 clusters Score -1.135339e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -11353700.000000 Penalty: 5492.850586
	Iteration 10Q: 3 clusters Score -1.13537e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -11353784.000000 Penalty: 5492.850586
	Iteration 11Q: 3 clusters Score -1.135378e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -11353907.000000 Penalty: 5492.850586
	Iteration 12Q: 3 clusters Score -1.135391e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -11353960.000000 Penalty: 5492.850586
	Iteration 13Q: 3 clusters Score -1.135396e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -11354051.000000 Penalty: 5492.850586
	Iteration 14Q: 3 clusters Score -1.135405e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -11354100.000000 Penalty: 5492.850586
	Iteration 15Q: 3 clusters Score -1.13541e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -11354116.000000 Penalty: 5492.850586
	Iteration 16Q: 3 clusters Score -1.135412e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -11354152.000000 Penalty: 5492.850586
	Iteration 17Q: 3 clusters Score -1.135415e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -11354166.000000 Penalty: 5492.850586
	Iteration 18Q: 3 clusters Score -1.135417e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -11354189.000000 Penalty: 5492.850586
	Iteration 19Q: 3 clusters Score -1.135419e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -11354218.000000 Penalty: 5492.850586
	Iteration 20F: 3 clusters Score -1.135422e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -11354246.000000 Penalty: 5492.850586
	Iteration 21Q: 3 clusters Score -1.135425e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -11354288.000000 Penalty: 5492.850586
	Iteration 22Q: 3 clusters Score -1.135429e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -11354319.000000 Penalty: 5492.850586
	Iteration 23Q: 3 clusters Score -1.135432e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -11354328.000000 Penalty: 5492.850586
	Iteration 24Q: 3 clusters Score -1.135433e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -11354353.000000 Penalty: 5492.850586
	Iteration 25Q: 3 clusters Score -1.135435e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -11354377.000000 Penalty: 5492.850586
	Iteration 26Q: 3 clusters Score -1.135438e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -11354411.000000 Penalty: 5492.850586
	Iteration 27Q: 3 clusters Score -1.135441e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -11354443.000000 Penalty: 5492.850586
	Iteration 28Q: 3 clusters Score -1.135444e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -11354445.000000 Penalty: 5492.850586
	Iteration 29Q: 3 clusters Score -1.135444e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -11354501.000000 Penalty: 5492.850586
	Iteration 30Q: 3 clusters Score -1.13545e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -11354484.000000 Penalty: 5492.850586
	Iteration 31Q: 3 clusters Score -1.135448e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -11354502.000000 Penalty: 5492.850586
	Iteration 32Q: 3 clusters Score -1.13545e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -11354535.000000 Penalty: 5492.850586
	Iteration 33Q: 3 clusters Score -1.135454e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -11354573.000000 Penalty: 5492.850586
	Iteration 34Q: 3 clusters Score -1.135457e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -11354632.000000 Penalty: 5492.850586
	Iteration 35Q: 3 clusters Score -1.135463e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -11354693.000000 Penalty: 5492.850586
	Iteration 36Q: 3 clusters Score -1.135469e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -11354759.000000 Penalty: 5492.850586
	Iteration 37Q: 3 clusters Score -1.135476e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -11354875.000000 Penalty: 5492.850586
	Iteration 38Q: 3 clusters Score -1.135488e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -11355010.000000 Penalty: 5492.850586
	Iteration 39Q: 3 clusters Score -1.135501e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -11355152.000000 Penalty: 5492.850586
	Iteration 40F: 3 clusters Score -1.135515e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -11355255.000000 Penalty: 5492.850586
	Iteration 41Q: 3 clusters Score -1.135526e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -11355460.000000 Penalty: 5492.850586
	Iteration 42Q: 3 clusters Score -1.135546e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -11355606.000000 Penalty: 5492.850586
	Iteration 43Q: 3 clusters Score -1.135561e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -11355737.000000 Penalty: 5492.850586
	Iteration 44Q: 3 clusters Score -1.135574e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -11355887.000000 Penalty: 5492.850586
	Iteration 45Q: 3 clusters Score -1.135589e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -11356075.000000 Penalty: 5492.850586
	Iteration 46Q: 3 clusters Score -1.135608e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -11356282.000000 Penalty: 5492.850586
	Iteration 47Q: 3 clusters Score -1.135628e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -11356602.000000 Penalty: 5492.850586
	Iteration 48Q: 3 clusters Score -1.13566e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -11356945.000000 Penalty: 5492.850586
	Iteration 49Q: 3 clusters Score -1.135694e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -11357368.000000 Penalty: 5492.850586
	Iteration 50Q: 3 clusters Score -1.135737e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -11357907.000000 Penalty: 5492.850586
	Iteration 51Q: 3 clusters Score -1.135791e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -11358579.000000 Penalty: 5492.850586
	Iteration 52Q: 3 clusters Score -1.135858e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -11359544.000000 Penalty: 5492.850586
	Iteration 53Q: 3 clusters Score -1.135954e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -11360810.000000 Penalty: 5492.850586
	Iteration 54Q: 3 clusters Score -1.136081e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -11362282.000000 Penalty: 5492.850586
	Iteration 55Q: 3 clusters Score -1.136228e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -11363162.000000 Penalty: 5492.850586
	Iteration 56Q: 3 clusters Score -1.136316e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -11363486.000000 Penalty: 5492.850586
	Iteration 57Q: 3 clusters Score -1.136349e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -11363527.000000 Penalty: 5492.850586
	Iteration 58Q: 3 clusters Score -1.136353e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -11363559.000000 Penalty: 5492.850586
	Iteration 59Q: 3 clusters Score -1.136356e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -11363570.000000 Penalty: 5492.850586
	Iteration 60F: 3 clusters Score -1.136357e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -11363550.000000 Penalty: 5492.850586
	Iteration 61Q: 3 clusters Score -1.136355e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -11363523.000000 Penalty: 5492.850586
	Iteration 62Q: 3 clusters Score -1.136352e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -11363514.000000 Penalty: 5492.850586
	Iteration 63Q: 3 clusters Score -1.136351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -11363492.000000 Penalty: 5492.850586
	Iteration 64Q: 3 clusters Score -1.136349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -11363488.000000 Penalty: 5492.850586
	Iteration 65Q: 3 clusters Score -1.136349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -11363488.000000 Penalty: 5492.850586
	Iteration 66Q: 3 clusters Score -1.136349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -11363494.000000 Penalty: 5492.850586
	Iteration 67Q: 3 clusters Score -1.136349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -11363501.000000 Penalty: 5492.850586
	Iteration 68Q: 3 clusters Score -1.13635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -11363506.000000 Penalty: 5492.850586
	Iteration 69Q: 3 clusters Score -1.136351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -11363509.000000 Penalty: 5492.850586
	Iteration 70Q: 3 clusters Score -1.136351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -11363511.000000 Penalty: 5492.850586
	Iteration 71Q: 3 clusters Score -1.136351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -11363506.000000 Penalty: 5492.850586
	Iteration 72Q: 3 clusters Score -1.136351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -11363508.000000 Penalty: 5492.850586
	Iteration 73Q: 3 clusters Score -1.136351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -11363507.000000 Penalty: 5492.850586
	Iteration 74Q: 3 clusters Score -1.136351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -11363511.000000 Penalty: 5492.850586
	Iteration 75Q: 3 clusters Score -1.136351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -11363511.000000 Penalty: 5492.850586
	Iteration 76F: 3 clusters Score -1.136351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 38936 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 44501 members 
Mstep: Class 18 contains 38193 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 17205 members 
Mstep: Class 21 contains 46890 members 
Mstep: Class 22 contains 46488 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 42149 members 
Mstep: Class 27 contains 46210 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 35197 members 
Mstep: Class 33 contains 84466 members 
Mstep: Class 34 contains 33719 members 
Mstep: Class 35 contains 37765 members 
Mstep: Class 36 contains 44135 members 
Mstep: Class 37 contains 47287 members 
Entering Unmasked Estep 
Score: -196243904.000000 Penalty: 127827.164062
Splitting cluster 20 changes total score from -196043280.000000 to -196243904.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 30861 members 
Mstep: Class 8 contains 31676 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 38936 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 44501 members 
Mstep: Class 18 contains 38193 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 17205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196286160.000000 Penalty: 127827.164062
Iteration 39Q: 38 clusters Score -1.962862e+08 nChanged 78543
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 36052 members 
Mstep: Class 3 contains 58469 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 39113 members 
Mstep: Class 7 contains 31735 members 
Mstep: Class 8 contains 30766 members 
Mstep: Class 9 contains 52276 members 
Mstep: Class 10 contains 48199 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 485 members 
Mstep: Class 13 contains 9499 members 
Mstep: Class 14 contains 43336 members 
Mstep: Class 15 contains 48682 members 
Mstep: Class 16 contains 9112 members 
Mstep: Class 17 contains 48975 members 
Mstep: Class 18 contains 41966 members 
Mstep: Class 19 contains 43575 members 
Mstep: Class 20 contains 18254 members 
Mstep: Class 21 contains 42418 members 
Mstep: Class 22 contains 44320 members 
Mstep: Class 23 contains 9246 members 
Mstep: Class 24 contains 6922 members 
Mstep: Class 25 contains 1750 members 
Mstep: Class 26 contains 40857 members 
Mstep: Class 27 contains 46356 members 
Mstep: Class 28 contains 9962 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1381 members 
Mstep: Class 31 contains 57562 members 
Mstep: Class 32 contains 35299 members 
Mstep: Class 33 contains 80533 members 
Mstep: Class 34 contains 33347 members 
Mstep: Class 35 contains 37090 members 
Mstep: Class 36 contains 42997 members 
Mstep: Class 37 contains 47193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196329744.000000 Penalty: 127827.164062
Iteration 40F: 38 clusters Score -1.963297e+08 nChanged 69153
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 38801 members 
Mstep: Class 3 contains 52083 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 39752 members 
Mstep: Class 7 contains 31786 members 
Mstep: Class 8 contains 26825 members 
Mstep: Class 9 contains 49780 members 
Mstep: Class 10 contains 43324 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 478 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 45774 members 
Mstep: Class 15 contains 41567 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 50490 members 
Mstep: Class 18 contains 42208 members 
Mstep: Class 19 contains 47517 members 
Mstep: Class 20 contains 18400 members 
Mstep: Class 21 contains 41089 members 
Mstep: Class 22 contains 45073 members 
Mstep: Class 23 contains 9481 members 
Mstep: Class 24 contains 7196 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 42365 members 
Mstep: Class 27 contains 49328 members 
Mstep: Class 28 contains 10010 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 1467 members 
Mstep: Class 31 contains 54688 members 
Mstep: Class 32 contains 36539 members 
Mstep: Class 33 contains 80798 members 
Mstep: Class 34 contains 36967 members 
Mstep: Class 35 contains 38882 members 
Mstep: Class 36 contains 46181 members 
Mstep: Class 37 contains 48059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196345600.000000 Penalty: 127827.164062
Iteration 41F: 38 clusters Score -1.963456e+08 nChanged 47124
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 41811 members 
Mstep: Class 3 contains 47227 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 40247 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 48185 members 
Mstep: Class 10 contains 40140 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 47505 members 
Mstep: Class 15 contains 36998 members 
Mstep: Class 16 contains 9444 members 
Mstep: Class 17 contains 51415 members 
Mstep: Class 18 contains 42601 members 
Mstep: Class 19 contains 50680 members 
Mstep: Class 20 contains 18468 members 
Mstep: Class 21 contains 40408 members 
Mstep: Class 22 contains 45421 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 7379 members 
Mstep: Class 25 contains 1829 members 
Mstep: Class 26 contains 42626 members 
Mstep: Class 27 contains 50893 members 
Mstep: Class 28 contains 10031 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 1490 members 
Mstep: Class 31 contains 51951 members 
Mstep: Class 32 contains 37540 members 
Mstep: Class 33 contains 80116 members 
Mstep: Class 34 contains 39811 members 
Mstep: Class 35 contains 40533 members 
Mstep: Class 36 contains 47586 members 
Mstep: Class 37 contains 48505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196351456.000000 Penalty: 127827.164062
Iteration 42Q: 38 clusters Score -1.963515e+08 nChanged 40515
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 45568 members 
Mstep: Class 3 contains 44062 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 40336 members 
Mstep: Class 7 contains 33470 members 
Mstep: Class 8 contains 22312 members 
Mstep: Class 9 contains 47016 members 
Mstep: Class 10 contains 37755 members 
Mstep: Class 11 contains 874 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 10410 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 33503 members 
Mstep: Class 16 contains 9616 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 42996 members 
Mstep: Class 19 contains 52467 members 
Mstep: Class 20 contains 18470 members 
Mstep: Class 21 contains 40132 members 
Mstep: Class 22 contains 45313 members 
Mstep: Class 23 contains 9493 members 
Mstep: Class 24 contains 7582 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 41950 members 
Mstep: Class 27 contains 51805 members 
Mstep: Class 28 contains 10034 members 
Mstep: Class 29 contains 1509 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 49851 members 
Mstep: Class 32 contains 38439 members 
Mstep: Class 33 contains 79244 members 
Mstep: Class 34 contains 42508 members 
Mstep: Class 35 contains 42012 members 
Mstep: Class 36 contains 47900 members 
Mstep: Class 37 contains 48607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196355696.000000 Penalty: 127827.164062
Iteration 43Q: 38 clusters Score -1.963557e+08 nChanged 38133
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 50700 members 
Mstep: Class 3 contains 42135 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 39485 members 
Mstep: Class 7 contains 34569 members 
Mstep: Class 8 contains 20881 members 
Mstep: Class 9 contains 46135 members 
Mstep: Class 10 contains 35903 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 10610 members 
Mstep: Class 14 contains 49923 members 
Mstep: Class 15 contains 30669 members 
Mstep: Class 16 contains 9767 members 
Mstep: Class 17 contains 51968 members 
Mstep: Class 18 contains 43269 members 
Mstep: Class 19 contains 52996 members 
Mstep: Class 20 contains 18437 members 
Mstep: Class 21 contains 40067 members 
Mstep: Class 22 contains 45263 members 
Mstep: Class 23 contains 9465 members 
Mstep: Class 24 contains 7749 members 
Mstep: Class 25 contains 1830 members 
Mstep: Class 26 contains 40105 members 
Mstep: Class 27 contains 52353 members 
Mstep: Class 28 contains 10052 members 
Mstep: Class 29 contains 1511 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 48436 members 
Mstep: Class 32 contains 39283 members 
Mstep: Class 33 contains 78459 members 
Mstep: Class 34 contains 45257 members 
Mstep: Class 35 contains 43378 members 
Mstep: Class 36 contains 47646 members 
Mstep: Class 37 contains 48479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196358352.000000 Penalty: 127827.164062
Iteration 44Q: 38 clusters Score -1.963584e+08 nChanged 37834
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 57155 members 
Mstep: Class 3 contains 40943 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 38166 members 
Mstep: Class 7 contains 35737 members 
Mstep: Class 8 contains 19850 members 
Mstep: Class 9 contains 45486 members 
Mstep: Class 10 contains 34347 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 10812 members 
Mstep: Class 14 contains 50567 members 
Mstep: Class 15 contains 28122 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 51814 members 
Mstep: Class 18 contains 43219 members 
Mstep: Class 19 contains 52934 members 
Mstep: Class 20 contains 18403 members 
Mstep: Class 21 contains 40110 members 
Mstep: Class 22 contains 45588 members 
Mstep: Class 23 contains 9408 members 
Mstep: Class 24 contains 7901 members 
Mstep: Class 25 contains 1831 members 
Mstep: Class 26 contains 36714 members 
Mstep: Class 27 contains 52489 members 
Mstep: Class 28 contains 10067 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 1506 members 
Mstep: Class 31 contains 47516 members 
Mstep: Class 32 contains 40069 members 
Mstep: Class 33 contains 77897 members 
Mstep: Class 34 contains 47954 members 
Mstep: Class 35 contains 44542 members 
Mstep: Class 36 contains 47356 members 
Mstep: Class 37 contains 48265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196357360.000000 Penalty: 127827.164062
Iteration 45Q: 38 clusters Score -1.963574e+08 nChanged 34776
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 60994 members 
Mstep: Class 3 contains 40257 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 37744 members 
Mstep: Class 7 contains 36877 members 
Mstep: Class 8 contains 19045 members 
Mstep: Class 9 contains 44990 members 
Mstep: Class 10 contains 33305 members 
Mstep: Class 11 contains 828 members 
Mstep: Class 12 contains 481 members 
Mstep: Class 13 contains 10997 members 
Mstep: Class 14 contains 50941 members 
Mstep: Class 15 contains 25925 members 
Mstep: Class 16 contains 9979 members 
Mstep: Class 17 contains 51890 members 
Mstep: Class 18 contains 42864 members 
Mstep: Class 19 contains 52757 members 
Mstep: Class 20 contains 18373 members 
Mstep: Class 21 contains 40439 members 
Mstep: Class 22 contains 46745 members 
Mstep: Class 23 contains 9362 members 
Mstep: Class 24 contains 8028 members 
Mstep: Class 25 contains 1829 members 
Mstep: Class 26 contains 33611 members 
Mstep: Class 27 contains 52148 members 
Mstep: Class 28 contains 10077 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 1512 members 
Mstep: Class 31 contains 46910 members 
Mstep: Class 32 contains 40815 members 
Mstep: Class 33 contains 77502 members 
Mstep: Class 34 contains 50222 members 
Mstep: Class 35 contains 45398 members 
Mstep: Class 36 contains 47026 members 
Mstep: Class 37 contains 47991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196354880.000000 Penalty: 127827.164062
Iteration 46Q: 38 clusters Score -1.963549e+08 nChanged 28862
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 59815 members 
Mstep: Class 3 contains 39904 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 38190 members 
Mstep: Class 7 contains 38031 members 
Mstep: Class 8 contains 18424 members 
Mstep: Class 9 contains 44621 members 
Mstep: Class 10 contains 32832 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 480 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 51192 members 
Mstep: Class 15 contains 24239 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 52133 members 
Mstep: Class 18 contains 42578 members 
Mstep: Class 19 contains 52481 members 
Mstep: Class 20 contains 18332 members 
Mstep: Class 21 contains 40937 members 
Mstep: Class 22 contains 48699 members 
Mstep: Class 23 contains 9285 members 
Mstep: Class 24 contains 8143 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 32305 members 
Mstep: Class 27 contains 51732 members 
Mstep: Class 28 contains 10067 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 1514 members 
Mstep: Class 31 contains 46707 members 
Mstep: Class 32 contains 41528 members 
Mstep: Class 33 contains 77169 members 
Mstep: Class 34 contains 52008 members 
Mstep: Class 35 contains 45979 members 
Mstep: Class 36 contains 46777 members 
Mstep: Class 37 contains 47762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196355104.000000 Penalty: 127827.164062
Iteration 47Q: 38 clusters Score -1.963551e+08 nChanged 24178
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 57436 members 
Mstep: Class 3 contains 39770 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 38879 members 
Mstep: Class 7 contains 39113 members 
Mstep: Class 8 contains 17915 members 
Mstep: Class 9 contains 44305 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 478 members 
Mstep: Class 13 contains 11388 members 
Mstep: Class 14 contains 51445 members 
Mstep: Class 15 contains 23000 members 
Mstep: Class 16 contains 10145 members 
Mstep: Class 17 contains 52460 members 
Mstep: Class 18 contains 42441 members 
Mstep: Class 19 contains 52104 members 
Mstep: Class 20 contains 18289 members 
Mstep: Class 21 contains 41412 members 
Mstep: Class 22 contains 50385 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 8240 members 
Mstep: Class 25 contains 1821 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 51276 members 
Mstep: Class 28 contains 10035 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 1519 members 
Mstep: Class 31 contains 46577 members 
Mstep: Class 32 contains 42175 members 
Mstep: Class 33 contains 76910 members 
Mstep: Class 34 contains 53339 members 
Mstep: Class 35 contains 46347 members 
Mstep: Class 36 contains 46564 members 
Mstep: Class 37 contains 47609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196356784.000000 Penalty: 127827.164062
Iteration 48Q: 38 clusters Score -1.963568e+08 nChanged 20966
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 55070 members 
Mstep: Class 3 contains 39751 members 
Mstep: Class 4 contains 3397 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 39620 members 
Mstep: Class 7 contains 40170 members 
Mstep: Class 8 contains 17526 members 
Mstep: Class 9 contains 44074 members 
Mstep: Class 10 contains 32498 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 11545 members 
Mstep: Class 14 contains 51606 members 
Mstep: Class 15 contains 22230 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 52842 members 
Mstep: Class 18 contains 42420 members 
Mstep: Class 19 contains 51609 members 
Mstep: Class 20 contains 18216 members 
Mstep: Class 21 contains 41819 members 
Mstep: Class 22 contains 51564 members 
Mstep: Class 23 contains 9113 members 
Mstep: Class 24 contains 8340 members 
Mstep: Class 25 contains 1819 members 
Mstep: Class 26 contains 31435 members 
Mstep: Class 27 contains 50809 members 
Mstep: Class 28 contains 9962 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1521 members 
Mstep: Class 31 contains 46500 members 
Mstep: Class 32 contains 42808 members 
Mstep: Class 33 contains 76758 members 
Mstep: Class 34 contains 54248 members 
Mstep: Class 35 contains 46548 members 
Mstep: Class 36 contains 46356 members 
Mstep: Class 37 contains 47448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196357024.000000 Penalty: 127827.164062
Iteration 49Q: 38 clusters Score -1.96357e+08 nChanged 18580
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 53038 members 
Mstep: Class 3 contains 39816 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 40218 members 
Mstep: Class 7 contains 41185 members 
Mstep: Class 8 contains 17248 members 
Mstep: Class 9 contains 43902 members 
Mstep: Class 10 contains 32399 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 11653 members 
Mstep: Class 14 contains 51682 members 
Mstep: Class 15 contains 21893 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 53140 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 51158 members 
Mstep: Class 20 contains 18164 members 
Mstep: Class 21 contains 42225 members 
Mstep: Class 22 contains 52281 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 8428 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 31326 members 
Mstep: Class 27 contains 50348 members 
Mstep: Class 28 contains 9903 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 1522 members 
Mstep: Class 31 contains 46409 members 
Mstep: Class 32 contains 43413 members 
Mstep: Class 33 contains 76648 members 
Mstep: Class 34 contains 54813 members 
Mstep: Class 35 contains 46590 members 
Mstep: Class 36 contains 46167 members 
Mstep: Class 37 contains 47330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196358896.000000 Penalty: 127827.164062
Iteration 50Q: 38 clusters Score -1.963589e+08 nChanged 16542
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 51295 members 
Mstep: Class 3 contains 39890 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 3497 members 
Mstep: Class 6 contains 40637 members 
Mstep: Class 7 contains 42239 members 
Mstep: Class 8 contains 17021 members 
Mstep: Class 9 contains 43719 members 
Mstep: Class 10 contains 32468 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 51717 members 
Mstep: Class 15 contains 21875 members 
Mstep: Class 16 contains 10283 members 
Mstep: Class 17 contains 53403 members 
Mstep: Class 18 contains 42473 members 
Mstep: Class 19 contains 50706 members 
Mstep: Class 20 contains 18100 members 
Mstep: Class 21 contains 42665 members 
Mstep: Class 22 contains 52664 members 
Mstep: Class 23 contains 8986 members 
Mstep: Class 24 contains 8514 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 31285 members 
Mstep: Class 27 contains 49878 members 
Mstep: Class 28 contains 9817 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 1525 members 
Mstep: Class 31 contains 46325 members 
Mstep: Class 32 contains 44008 members 
Mstep: Class 33 contains 76523 members 
Mstep: Class 34 contains 55107 members 
Mstep: Class 35 contains 46569 members 
Mstep: Class 36 contains 45994 members 
Mstep: Class 37 contains 47219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360352.000000 Penalty: 127827.164062
Iteration 51Q: 38 clusters Score -1.963604e+08 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 49915 members 
Mstep: Class 3 contains 39997 members 
Mstep: Class 4 contains 3392 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 40996 members 
Mstep: Class 7 contains 43233 members 
Mstep: Class 8 contains 16862 members 
Mstep: Class 9 contains 43566 members 
Mstep: Class 10 contains 32520 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 11822 members 
Mstep: Class 14 contains 51781 members 
Mstep: Class 15 contains 21994 members 
Mstep: Class 16 contains 10314 members 
Mstep: Class 17 contains 53635 members 
Mstep: Class 18 contains 42459 members 
Mstep: Class 19 contains 50297 members 
Mstep: Class 20 contains 18028 members 
Mstep: Class 21 contains 43024 members 
Mstep: Class 22 contains 52760 members 
Mstep: Class 23 contains 8948 members 
Mstep: Class 24 contains 8622 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 31320 members 
Mstep: Class 27 contains 49467 members 
Mstep: Class 28 contains 9739 members 
Mstep: Class 29 contains 1480 members 
Mstep: Class 30 contains 1525 members 
Mstep: Class 31 contains 46246 members 
Mstep: Class 32 contains 44523 members 
Mstep: Class 33 contains 76426 members 
Mstep: Class 34 contains 55222 members 
Mstep: Class 35 contains 46540 members 
Mstep: Class 36 contains 45820 members 
Mstep: Class 37 contains 47080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196362592.000000 Penalty: 127827.164062
Iteration 52Q: 38 clusters Score -1.963626e+08 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 48975 members 
Mstep: Class 3 contains 40038 members 
Mstep: Class 4 contains 3383 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 41144 members 
Mstep: Class 7 contains 44292 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 43431 members 
Mstep: Class 10 contains 32664 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 11889 members 
Mstep: Class 14 contains 51848 members 
Mstep: Class 15 contains 22301 members 
Mstep: Class 16 contains 10325 members 
Mstep: Class 17 contains 53754 members 
Mstep: Class 18 contains 42471 members 
Mstep: Class 19 contains 49953 members 
Mstep: Class 20 contains 17933 members 
Mstep: Class 21 contains 43312 members 
Mstep: Class 22 contains 52718 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 31299 members 
Mstep: Class 27 contains 49007 members 
Mstep: Class 28 contains 9633 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 1524 members 
Mstep: Class 31 contains 46200 members 
Mstep: Class 32 contains 44985 members 
Mstep: Class 33 contains 76303 members 
Mstep: Class 34 contains 55189 members 
Mstep: Class 35 contains 46498 members 
Mstep: Class 36 contains 45642 members 
Mstep: Class 37 contains 46982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196364720.000000 Penalty: 127827.164062
Iteration 53Q: 38 clusters Score -1.963647e+08 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 48232 members 
Mstep: Class 3 contains 40128 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 41161 members 
Mstep: Class 7 contains 45323 members 
Mstep: Class 8 contains 16634 members 
Mstep: Class 9 contains 43303 members 
Mstep: Class 10 contains 32815 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 51927 members 
Mstep: Class 15 contains 22675 members 
Mstep: Class 16 contains 10341 members 
Mstep: Class 17 contains 53812 members 
Mstep: Class 18 contains 42426 members 
Mstep: Class 19 contains 49689 members 
Mstep: Class 20 contains 17876 members 
Mstep: Class 21 contains 43606 members 
Mstep: Class 22 contains 52519 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 1813 members 
Mstep: Class 26 contains 31296 members 
Mstep: Class 27 contains 48578 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 1530 members 
Mstep: Class 31 contains 46142 members 
Mstep: Class 32 contains 45396 members 
Mstep: Class 33 contains 76238 members 
Mstep: Class 34 contains 55082 members 
Mstep: Class 35 contains 46405 members 
Mstep: Class 36 contains 45515 members 
Mstep: Class 37 contains 46904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196366336.000000 Penalty: 127827.164062
Iteration 54Q: 38 clusters Score -1.963663e+08 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 47628 members 
Mstep: Class 3 contains 40179 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 41060 members 
Mstep: Class 7 contains 46293 members 
Mstep: Class 8 contains 16544 members 
Mstep: Class 9 contains 43204 members 
Mstep: Class 10 contains 32972 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 11998 members 
Mstep: Class 14 contains 52061 members 
Mstep: Class 15 contains 23141 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 53807 members 
Mstep: Class 18 contains 42411 members 
Mstep: Class 19 contains 49434 members 
Mstep: Class 20 contains 17838 members 
Mstep: Class 21 contains 43850 members 
Mstep: Class 22 contains 52324 members 
Mstep: Class 23 contains 8866 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 31271 members 
Mstep: Class 27 contains 48209 members 
Mstep: Class 28 contains 9402 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 46126 members 
Mstep: Class 32 contains 45750 members 
Mstep: Class 33 contains 76189 members 
Mstep: Class 34 contains 54871 members 
Mstep: Class 35 contains 46296 members 
Mstep: Class 36 contains 45423 members 
Mstep: Class 37 contains 46832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196367104.000000 Penalty: 127827.164062
Iteration 55Q: 38 clusters Score -1.963671e+08 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 47082 members 
Mstep: Class 3 contains 40225 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 40957 members 
Mstep: Class 7 contains 47210 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 43099 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 12055 members 
Mstep: Class 14 contains 52142 members 
Mstep: Class 15 contains 23713 members 
Mstep: Class 16 contains 10373 members 
Mstep: Class 17 contains 53780 members 
Mstep: Class 18 contains 42405 members 
Mstep: Class 19 contains 49241 members 
Mstep: Class 20 contains 17784 members 
Mstep: Class 21 contains 44025 members 
Mstep: Class 22 contains 52203 members 
Mstep: Class 23 contains 8847 members 
Mstep: Class 24 contains 8972 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 31208 members 
Mstep: Class 27 contains 47868 members 
Mstep: Class 28 contains 9256 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 46109 members 
Mstep: Class 32 contains 46120 members 
Mstep: Class 33 contains 76101 members 
Mstep: Class 34 contains 54548 members 
Mstep: Class 35 contains 46225 members 
Mstep: Class 36 contains 45314 members 
Mstep: Class 37 contains 46765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196367824.000000 Penalty: 127827.164062
Iteration 56Q: 38 clusters Score -1.963678e+08 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 46523 members 
Mstep: Class 3 contains 40294 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 40828 members 
Mstep: Class 7 contains 48075 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 43001 members 
Mstep: Class 10 contains 33320 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 52187 members 
Mstep: Class 15 contains 24319 members 
Mstep: Class 16 contains 10386 members 
Mstep: Class 17 contains 53706 members 
Mstep: Class 18 contains 42374 members 
Mstep: Class 19 contains 49089 members 
Mstep: Class 20 contains 17720 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 52180 members 
Mstep: Class 23 contains 8824 members 
Mstep: Class 24 contains 9052 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 31128 members 
Mstep: Class 27 contains 47675 members 
Mstep: Class 28 contains 9144 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 46084 members 
Mstep: Class 32 contains 46441 members 
Mstep: Class 33 contains 75987 members 
Mstep: Class 34 contains 54204 members 
Mstep: Class 35 contains 46111 members 
Mstep: Class 36 contains 45191 members 
Mstep: Class 37 contains 46721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196368400.000000 Penalty: 127827.164062
Iteration 57Q: 38 clusters Score -1.963684e+08 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 46056 members 
Mstep: Class 3 contains 40384 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 40666 members 
Mstep: Class 7 contains 48886 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 42920 members 
Mstep: Class 10 contains 33498 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 12127 members 
Mstep: Class 14 contains 52213 members 
Mstep: Class 15 contains 24947 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 53607 members 
Mstep: Class 18 contains 42349 members 
Mstep: Class 19 contains 48970 members 
Mstep: Class 20 contains 17646 members 
Mstep: Class 21 contains 44315 members 
Mstep: Class 22 contains 52132 members 
Mstep: Class 23 contains 8805 members 
Mstep: Class 24 contains 9137 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 31051 members 
Mstep: Class 27 contains 47472 members 
Mstep: Class 28 contains 9057 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 1544 members 
Mstep: Class 31 contains 46068 members 
Mstep: Class 32 contains 46729 members 
Mstep: Class 33 contains 75927 members 
Mstep: Class 34 contains 53848 members 
Mstep: Class 35 contains 46005 members 
Mstep: Class 36 contains 45079 members 
Mstep: Class 37 contains 46648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196368640.000000 Penalty: 127827.164062
Iteration 58Q: 38 clusters Score -1.963686e+08 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 45687 members 
Mstep: Class 3 contains 40441 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 3393 members 
Mstep: Class 6 contains 40464 members 
Mstep: Class 7 contains 49672 members 
Mstep: Class 8 contains 16261 members 
Mstep: Class 9 contains 42856 members 
Mstep: Class 10 contains 33674 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 12152 members 
Mstep: Class 14 contains 52272 members 
Mstep: Class 15 contains 25578 members 
Mstep: Class 16 contains 10409 members 
Mstep: Class 17 contains 53447 members 
Mstep: Class 18 contains 42351 members 
Mstep: Class 19 contains 48860 members 
Mstep: Class 20 contains 17577 members 
Mstep: Class 21 contains 44437 members 
Mstep: Class 22 contains 52095 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 9237 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 30935 members 
Mstep: Class 27 contains 47306 members 
Mstep: Class 28 contains 8975 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 46050 members 
Mstep: Class 32 contains 46978 members 
Mstep: Class 33 contains 75844 members 
Mstep: Class 34 contains 53534 members 
Mstep: Class 35 contains 45863 members 
Mstep: Class 36 contains 44940 members 
Mstep: Class 37 contains 46573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196369088.000000 Penalty: 127827.164062
Iteration 59Q: 38 clusters Score -1.963691e+08 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 45429 members 
Mstep: Class 3 contains 40513 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 40236 members 
Mstep: Class 7 contains 50412 members 
Mstep: Class 8 contains 16225 members 
Mstep: Class 9 contains 42793 members 
Mstep: Class 10 contains 33868 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 12174 members 
Mstep: Class 14 contains 52308 members 
Mstep: Class 15 contains 26189 members 
Mstep: Class 16 contains 10419 members 
Mstep: Class 17 contains 53295 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 48778 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 44521 members 
Mstep: Class 22 contains 52079 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 9340 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 30751 members 
Mstep: Class 27 contains 47113 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 1549 members 
Mstep: Class 31 contains 46037 members 
Mstep: Class 32 contains 47222 members 
Mstep: Class 33 contains 75768 members 
Mstep: Class 34 contains 53256 members 
Mstep: Class 35 contains 45748 members 
Mstep: Class 36 contains 44757 members 
Mstep: Class 37 contains 46503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196371760.000000 Penalty: 127827.164062
Iteration 60F: 38 clusters Score -1.963718e+08 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 46814 members 
Mstep: Class 3 contains 40508 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 39849 members 
Mstep: Class 7 contains 51090 members 
Mstep: Class 8 contains 16121 members 
Mstep: Class 9 contains 42743 members 
Mstep: Class 10 contains 34016 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 12179 members 
Mstep: Class 14 contains 52347 members 
Mstep: Class 15 contains 26925 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 17 contains 53158 members 
Mstep: Class 18 contains 42353 members 
Mstep: Class 19 contains 48679 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 44551 members 
Mstep: Class 22 contains 52037 members 
Mstep: Class 23 contains 8755 members 
Mstep: Class 24 contains 9431 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 29457 members 
Mstep: Class 27 contains 47023 members 
Mstep: Class 28 contains 8783 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 1552 members 
Mstep: Class 31 contains 45959 members 
Mstep: Class 32 contains 47440 members 
Mstep: Class 33 contains 75628 members 
Mstep: Class 34 contains 52866 members 
Mstep: Class 35 contains 45624 members 
Mstep: Class 36 contains 44607 members 
Mstep: Class 37 contains 46386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373024.000000 Penalty: 127827.164062
Iteration 61Q: 38 clusters Score -1.96373e+08 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 47519 members 
Mstep: Class 3 contains 40552 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 39555 members 
Mstep: Class 7 contains 51719 members 
Mstep: Class 8 contains 16041 members 
Mstep: Class 9 contains 42708 members 
Mstep: Class 10 contains 34243 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 52403 members 
Mstep: Class 15 contains 27711 members 
Mstep: Class 16 contains 10429 members 
Mstep: Class 17 contains 52975 members 
Mstep: Class 18 contains 42322 members 
Mstep: Class 19 contains 48607 members 
Mstep: Class 20 contains 17380 members 
Mstep: Class 21 contains 44613 members 
Mstep: Class 22 contains 52036 members 
Mstep: Class 23 contains 8736 members 
Mstep: Class 24 contains 9555 members 
Mstep: Class 25 contains 1821 members 
Mstep: Class 26 contains 28616 members 
Mstep: Class 27 contains 46904 members 
Mstep: Class 28 contains 8659 members 
Mstep: Class 29 contains 1517 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 45890 members 
Mstep: Class 32 contains 47656 members 
Mstep: Class 33 contains 75498 members 
Mstep: Class 34 contains 52436 members 
Mstep: Class 35 contains 45461 members 
Mstep: Class 36 contains 44424 members 
Mstep: Class 37 contains 46254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373552.000000 Penalty: 127827.164062
Iteration 62Q: 38 clusters Score -1.963736e+08 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 48045 members 
Mstep: Class 3 contains 40629 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 39289 members 
Mstep: Class 7 contains 52265 members 
Mstep: Class 8 contains 15972 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 10 contains 34529 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 52425 members 
Mstep: Class 15 contains 28549 members 
Mstep: Class 16 contains 10434 members 
Mstep: Class 17 contains 52803 members 
Mstep: Class 18 contains 42282 members 
Mstep: Class 19 contains 48527 members 
Mstep: Class 20 contains 17317 members 
Mstep: Class 21 contains 44642 members 
Mstep: Class 22 contains 52009 members 
Mstep: Class 23 contains 8716 members 
Mstep: Class 24 contains 9729 members 
Mstep: Class 25 contains 1833 members 
Mstep: Class 26 contains 27996 members 
Mstep: Class 27 contains 46824 members 
Mstep: Class 28 contains 8548 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 45855 members 
Mstep: Class 32 contains 47864 members 
Mstep: Class 33 contains 75340 members 
Mstep: Class 34 contains 51956 members 
Mstep: Class 35 contains 45298 members 
Mstep: Class 36 contains 44229 members 
Mstep: Class 37 contains 46067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373568.000000 Penalty: 127827.164062
Iteration 63Q: 38 clusters Score -1.963736e+08 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 48311 members 
Mstep: Class 3 contains 40720 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 39173 members 
Mstep: Class 7 contains 52711 members 
Mstep: Class 8 contains 15906 members 
Mstep: Class 9 contains 42637 members 
Mstep: Class 10 contains 34877 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 12255 members 
Mstep: Class 14 contains 52427 members 
Mstep: Class 15 contains 29480 members 
Mstep: Class 16 contains 10437 members 
Mstep: Class 17 contains 52587 members 
Mstep: Class 18 contains 42234 members 
Mstep: Class 19 contains 48468 members 
Mstep: Class 20 contains 17267 members 
Mstep: Class 21 contains 44678 members 
Mstep: Class 22 contains 51826 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 9907 members 
Mstep: Class 25 contains 1841 members 
Mstep: Class 26 contains 27539 members 
Mstep: Class 27 contains 46839 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 45862 members 
Mstep: Class 32 contains 48064 members 
Mstep: Class 33 contains 75182 members 
Mstep: Class 34 contains 51418 members 
Mstep: Class 35 contains 45135 members 
Mstep: Class 36 contains 44047 members 
Mstep: Class 37 contains 45869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196374768.000000 Penalty: 127827.164062
Iteration 64Q: 38 clusters Score -1.963748e+08 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 48485 members 
Mstep: Class 3 contains 40829 members 
Mstep: Class 4 contains 3749 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 39119 members 
Mstep: Class 7 contains 53036 members 
Mstep: Class 8 contains 15860 members 
Mstep: Class 9 contains 42593 members 
Mstep: Class 10 contains 35285 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 12274 members 
Mstep: Class 14 contains 52374 members 
Mstep: Class 15 contains 30453 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 52335 members 
Mstep: Class 18 contains 42189 members 
Mstep: Class 19 contains 48412 members 
Mstep: Class 20 contains 17223 members 
Mstep: Class 21 contains 44703 members 
Mstep: Class 22 contains 51539 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 10107 members 
Mstep: Class 25 contains 1839 members 
Mstep: Class 26 contains 27196 members 
Mstep: Class 27 contains 46916 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 1511 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 45856 members 
Mstep: Class 32 contains 48266 members 
Mstep: Class 33 contains 75044 members 
Mstep: Class 34 contains 50888 members 
Mstep: Class 35 contains 44994 members 
Mstep: Class 36 contains 43878 members 
Mstep: Class 37 contains 45620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375344.000000 Penalty: 127827.164062
Iteration 65Q: 38 clusters Score -1.963753e+08 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 48568 members 
Mstep: Class 3 contains 40902 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 3344 members 
Mstep: Class 6 contains 39079 members 
Mstep: Class 7 contains 53282 members 
Mstep: Class 8 contains 15815 members 
Mstep: Class 9 contains 42565 members 
Mstep: Class 10 contains 35666 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 472 members 
Mstep: Class 13 contains 12291 members 
Mstep: Class 14 contains 52327 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 10442 members 
Mstep: Class 17 contains 52027 members 
Mstep: Class 18 contains 42160 members 
Mstep: Class 19 contains 48351 members 
Mstep: Class 20 contains 17182 members 
Mstep: Class 21 contains 44731 members 
Mstep: Class 22 contains 51172 members 
Mstep: Class 23 contains 8675 members 
Mstep: Class 24 contains 10380 members 
Mstep: Class 25 contains 1836 members 
Mstep: Class 26 contains 26979 members 
Mstep: Class 27 contains 47069 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 45871 members 
Mstep: Class 32 contains 48458 members 
Mstep: Class 33 contains 74940 members 
Mstep: Class 34 contains 50454 members 
Mstep: Class 35 contains 44880 members 
Mstep: Class 36 contains 43747 members 
Mstep: Class 37 contains 45255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196376160.000000 Penalty: 127827.164062
Iteration 66Q: 38 clusters Score -1.963762e+08 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 48614 members 
Mstep: Class 3 contains 41024 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 39042 members 
Mstep: Class 7 contains 53468 members 
Mstep: Class 8 contains 15755 members 
Mstep: Class 9 contains 42539 members 
Mstep: Class 10 contains 36121 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 472 members 
Mstep: Class 13 contains 12312 members 
Mstep: Class 14 contains 52325 members 
Mstep: Class 15 contains 32317 members 
Mstep: Class 16 contains 10462 members 
Mstep: Class 17 contains 51659 members 
Mstep: Class 18 contains 42116 members 
Mstep: Class 19 contains 48295 members 
Mstep: Class 20 contains 17154 members 
Mstep: Class 21 contains 44777 members 
Mstep: Class 22 contains 50727 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 1830 members 
Mstep: Class 26 contains 26857 members 
Mstep: Class 27 contains 47208 members 
Mstep: Class 28 contains 8183 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 45879 members 
Mstep: Class 32 contains 48586 members 
Mstep: Class 33 contains 74784 members 
Mstep: Class 34 contains 50048 members 
Mstep: Class 35 contains 44815 members 
Mstep: Class 36 contains 43626 members 
Mstep: Class 37 contains 44751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196377488.000000 Penalty: 127827.164062
Iteration 67Q: 38 clusters Score -1.963775e+08 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 48685 members 
Mstep: Class 3 contains 41138 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 39032 members 
Mstep: Class 7 contains 53592 members 
Mstep: Class 8 contains 15700 members 
Mstep: Class 9 contains 42532 members 
Mstep: Class 10 contains 36569 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 469 members 
Mstep: Class 13 contains 12343 members 
Mstep: Class 14 contains 52325 members 
Mstep: Class 15 contains 33214 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 51252 members 
Mstep: Class 18 contains 42105 members 
Mstep: Class 19 contains 48211 members 
Mstep: Class 20 contains 17121 members 
Mstep: Class 21 contains 44814 members 
Mstep: Class 22 contains 50239 members 
Mstep: Class 23 contains 8654 members 
Mstep: Class 24 contains 11218 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 26776 members 
Mstep: Class 27 contains 47349 members 
Mstep: Class 28 contains 8124 members 
Mstep: Class 29 contains 1513 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 45888 members 
Mstep: Class 32 contains 48711 members 
Mstep: Class 33 contains 74622 members 
Mstep: Class 34 contains 49724 members 
Mstep: Class 35 contains 44815 members 
Mstep: Class 36 contains 43466 members 
Mstep: Class 37 contains 44110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196379520.000000 Penalty: 127827.164062
Iteration 68Q: 38 clusters Score -1.963795e+08 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 48705 members 
Mstep: Class 3 contains 41272 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 39037 members 
Mstep: Class 7 contains 53635 members 
Mstep: Class 8 contains 15634 members 
Mstep: Class 9 contains 42511 members 
Mstep: Class 10 contains 37046 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 470 members 
Mstep: Class 13 contains 12382 members 
Mstep: Class 14 contains 52319 members 
Mstep: Class 15 contains 34083 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 17 contains 50812 members 
Mstep: Class 18 contains 42124 members 
Mstep: Class 19 contains 48112 members 
Mstep: Class 20 contains 17115 members 
Mstep: Class 21 contains 44891 members 
Mstep: Class 22 contains 49737 members 
Mstep: Class 23 contains 8639 members 
Mstep: Class 24 contains 11751 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 26736 members 
Mstep: Class 27 contains 47525 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 1513 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 45881 members 
Mstep: Class 32 contains 48802 members 
Mstep: Class 33 contains 74468 members 
Mstep: Class 34 contains 49465 members 
Mstep: Class 35 contains 44856 members 
Mstep: Class 36 contains 43305 members 
Mstep: Class 37 contains 43336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196381856.000000 Penalty: 127827.164062
Iteration 69Q: 38 clusters Score -1.963819e+08 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 48768 members 
Mstep: Class 3 contains 41404 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 39039 members 
Mstep: Class 7 contains 53679 members 
Mstep: Class 8 contains 15570 members 
Mstep: Class 9 contains 42488 members 
Mstep: Class 10 contains 37461 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 471 members 
Mstep: Class 13 contains 12430 members 
Mstep: Class 14 contains 52307 members 
Mstep: Class 15 contains 34984 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 50324 members 
Mstep: Class 18 contains 42214 members 
Mstep: Class 19 contains 48051 members 
Mstep: Class 20 contains 17104 members 
Mstep: Class 21 contains 44934 members 
Mstep: Class 22 contains 49256 members 
Mstep: Class 23 contains 8630 members 
Mstep: Class 24 contains 12304 members 
Mstep: Class 25 contains 1821 members 
Mstep: Class 26 contains 26757 members 
Mstep: Class 27 contains 47690 members 
Mstep: Class 28 contains 8069 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 45876 members 
Mstep: Class 32 contains 48887 members 
Mstep: Class 33 contains 74357 members 
Mstep: Class 34 contains 49205 members 
Mstep: Class 35 contains 44959 members 
Mstep: Class 36 contains 43113 members 
Mstep: Class 37 contains 42396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196383824.000000 Penalty: 127827.164062
Iteration 70Q: 38 clusters Score -1.963838e+08 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 48804 members 
Mstep: Class 3 contains 41543 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 39090 members 
Mstep: Class 7 contains 53690 members 
Mstep: Class 8 contains 15503 members 
Mstep: Class 9 contains 42473 members 
Mstep: Class 10 contains 37850 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 470 members 
Mstep: Class 13 contains 12478 members 
Mstep: Class 14 contains 52301 members 
Mstep: Class 15 contains 35966 members 
Mstep: Class 16 contains 10476 members 
Mstep: Class 17 contains 49791 members 
Mstep: Class 18 contains 42319 members 
Mstep: Class 19 contains 47983 members 
Mstep: Class 20 contains 17080 members 
Mstep: Class 21 contains 44957 members 
Mstep: Class 22 contains 48766 members 
Mstep: Class 23 contains 8620 members 
Mstep: Class 24 contains 12826 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 26859 members 
Mstep: Class 27 contains 47759 members 
Mstep: Class 28 contains 8061 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 45876 members 
Mstep: Class 32 contains 48949 members 
Mstep: Class 33 contains 74294 members 
Mstep: Class 34 contains 48908 members 
Mstep: Class 35 contains 45069 members 
Mstep: Class 36 contains 42950 members 
Mstep: Class 37 contains 41480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386576.000000 Penalty: 127827.164062
Iteration 71Q: 38 clusters Score -1.963866e+08 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 48858 members 
Mstep: Class 3 contains 41673 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 39145 members 
Mstep: Class 7 contains 53665 members 
Mstep: Class 8 contains 15448 members 
Mstep: Class 9 contains 42463 members 
Mstep: Class 10 contains 38206 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 52257 members 
Mstep: Class 15 contains 36924 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 49285 members 
Mstep: Class 18 contains 42412 members 
Mstep: Class 19 contains 47957 members 
Mstep: Class 20 contains 17061 members 
Mstep: Class 21 contains 44936 members 
Mstep: Class 22 contains 48242 members 
Mstep: Class 23 contains 8603 members 
Mstep: Class 24 contains 13203 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 27022 members 
Mstep: Class 27 contains 47846 members 
Mstep: Class 28 contains 8069 members 
Mstep: Class 29 contains 1517 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45833 members 
Mstep: Class 32 contains 49001 members 
Mstep: Class 33 contains 74215 members 
Mstep: Class 34 contains 48572 members 
Mstep: Class 35 contains 45158 members 
Mstep: Class 36 contains 42812 members 
Mstep: Class 37 contains 40838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196387760.000000 Penalty: 127827.164062
Iteration 72Q: 38 clusters Score -1.963878e+08 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 48836 members 
Mstep: Class 3 contains 41755 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 39198 members 
Mstep: Class 7 contains 53641 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 42450 members 
Mstep: Class 10 contains 38615 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 15 contains 37811 members 
Mstep: Class 16 contains 10508 members 
Mstep: Class 17 contains 48790 members 
Mstep: Class 18 contains 42479 members 
Mstep: Class 19 contains 47930 members 
Mstep: Class 20 contains 17035 members 
Mstep: Class 21 contains 44902 members 
Mstep: Class 22 contains 47737 members 
Mstep: Class 23 contains 8594 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 27202 members 
Mstep: Class 27 contains 47900 members 
Mstep: Class 28 contains 8064 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 45788 members 
Mstep: Class 32 contains 49039 members 
Mstep: Class 33 contains 74109 members 
Mstep: Class 34 contains 48308 members 
Mstep: Class 35 contains 45209 members 
Mstep: Class 36 contains 42693 members 
Mstep: Class 37 contains 40402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389200.000000 Penalty: 127827.164062
Iteration 73Q: 38 clusters Score -1.963892e+08 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 48822 members 
Mstep: Class 3 contains 41823 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 3206 members 
Mstep: Class 6 contains 39231 members 
Mstep: Class 7 contains 53609 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 42424 members 
Mstep: Class 10 contains 39001 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 12625 members 
Mstep: Class 14 contains 52245 members 
Mstep: Class 15 contains 38602 members 
Mstep: Class 16 contains 10527 members 
Mstep: Class 17 contains 48317 members 
Mstep: Class 18 contains 42514 members 
Mstep: Class 19 contains 47897 members 
Mstep: Class 20 contains 17020 members 
Mstep: Class 21 contains 44897 members 
Mstep: Class 22 contains 47226 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 13641 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 27368 members 
Mstep: Class 27 contains 48024 members 
Mstep: Class 28 contains 8068 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 45729 members 
Mstep: Class 32 contains 49071 members 
Mstep: Class 33 contains 74059 members 
Mstep: Class 34 contains 48144 members 
Mstep: Class 35 contains 45160 members 
Mstep: Class 36 contains 42582 members 
Mstep: Class 37 contains 40143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196390240.000000 Penalty: 127827.164062
Iteration 74Q: 38 clusters Score -1.963902e+08 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 48793 members 
Mstep: Class 3 contains 41898 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 39257 members 
Mstep: Class 7 contains 53575 members 
Mstep: Class 8 contains 15296 members 
Mstep: Class 9 contains 42402 members 
Mstep: Class 10 contains 39373 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12657 members 
Mstep: Class 14 contains 52267 members 
Mstep: Class 15 contains 39339 members 
Mstep: Class 16 contains 10552 members 
Mstep: Class 17 contains 47860 members 
Mstep: Class 18 contains 42621 members 
Mstep: Class 19 contains 47850 members 
Mstep: Class 20 contains 17000 members 
Mstep: Class 21 contains 44893 members 
Mstep: Class 22 contains 46723 members 
Mstep: Class 23 contains 8572 members 
Mstep: Class 24 contains 13756 members 
Mstep: Class 25 contains 1807 members 
Mstep: Class 26 contains 27520 members 
Mstep: Class 27 contains 48037 members 
Mstep: Class 28 contains 8072 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 45671 members 
Mstep: Class 32 contains 49092 members 
Mstep: Class 33 contains 73993 members 
Mstep: Class 34 contains 48005 members 
Mstep: Class 35 contains 45113 members 
Mstep: Class 36 contains 42522 members 
Mstep: Class 37 contains 39996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391312.000000 Penalty: 127827.164062
Iteration 75Q: 38 clusters Score -1.963913e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 48742 members 
Mstep: Class 3 contains 41967 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 3162 members 
Mstep: Class 6 contains 39269 members 
Mstep: Class 7 contains 53523 members 
Mstep: Class 8 contains 15253 members 
Mstep: Class 9 contains 42381 members 
Mstep: Class 10 contains 39730 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12677 members 
Mstep: Class 14 contains 52277 members 
Mstep: Class 15 contains 39939 members 
Mstep: Class 16 contains 10563 members 
Mstep: Class 17 contains 47398 members 
Mstep: Class 18 contains 42748 members 
Mstep: Class 19 contains 47841 members 
Mstep: Class 20 contains 16977 members 
Mstep: Class 21 contains 44871 members 
Mstep: Class 22 contains 46236 members 
Mstep: Class 23 contains 8564 members 
Mstep: Class 24 contains 13818 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 27689 members 
Mstep: Class 27 contains 48067 members 
Mstep: Class 28 contains 8077 members 
Mstep: Class 29 contains 1511 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 45640 members 
Mstep: Class 32 contains 49116 members 
Mstep: Class 33 contains 73961 members 
Mstep: Class 34 contains 47969 members 
Mstep: Class 35 contains 45005 members 
Mstep: Class 36 contains 42441 members 
Mstep: Class 37 contains 39960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391744.000000 Penalty: 127827.164062
Iteration 76Q: 38 clusters Score -1.963917e+08 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 3 contains 42006 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 39262 members 
Mstep: Class 7 contains 53514 members 
Mstep: Class 8 contains 15223 members 
Mstep: Class 9 contains 42342 members 
Mstep: Class 10 contains 40139 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 12691 members 
Mstep: Class 14 contains 52306 members 
Mstep: Class 15 contains 40409 members 
Mstep: Class 16 contains 10575 members 
Mstep: Class 17 contains 46949 members 
Mstep: Class 18 contains 42834 members 
Mstep: Class 19 contains 47777 members 
Mstep: Class 20 contains 16965 members 
Mstep: Class 21 contains 44858 members 
Mstep: Class 22 contains 45760 members 
Mstep: Class 23 contains 8564 members 
Mstep: Class 24 contains 13860 members 
Mstep: Class 25 contains 1798 members 
Mstep: Class 26 contains 27881 members 
Mstep: Class 27 contains 48051 members 
Mstep: Class 28 contains 8107 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45610 members 
Mstep: Class 32 contains 49130 members 
Mstep: Class 33 contains 73940 members 
Mstep: Class 34 contains 48058 members 
Mstep: Class 35 contains 44881 members 
Mstep: Class 36 contains 42346 members 
Mstep: Class 37 contains 39950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196392368.000000 Penalty: 127827.164062
Iteration 77Q: 38 clusters Score -1.963924e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 48577 members 
Mstep: Class 3 contains 42012 members 
Mstep: Class 4 contains 4170 members 
Mstep: Class 5 contains 3137 members 
Mstep: Class 6 contains 39262 members 
Mstep: Class 7 contains 53478 members 
Mstep: Class 8 contains 15189 members 
Mstep: Class 9 contains 42323 members 
Mstep: Class 10 contains 40572 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 12689 members 
Mstep: Class 14 contains 52350 members 
Mstep: Class 15 contains 40846 members 
Mstep: Class 16 contains 10585 members 
Mstep: Class 17 contains 46552 members 
Mstep: Class 18 contains 42925 members 
Mstep: Class 19 contains 47730 members 
Mstep: Class 20 contains 16940 members 
Mstep: Class 21 contains 44813 members 
Mstep: Class 22 contains 45355 members 
Mstep: Class 23 contains 8561 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 28117 members 
Mstep: Class 27 contains 48046 members 
Mstep: Class 28 contains 8140 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45587 members 
Mstep: Class 32 contains 49128 members 
Mstep: Class 33 contains 73917 members 
Mstep: Class 34 contains 48116 members 
Mstep: Class 35 contains 44750 members 
Mstep: Class 36 contains 42318 members 
Mstep: Class 37 contains 39966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393408.000000 Penalty: 127827.164062
Iteration 78Q: 38 clusters Score -1.963934e+08 nChanged 6057
Entering ConstructFrom: 
Score: -196393408.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (15836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Entering Unmasked Estep 
Score: -2788540.250000 Penalty: 2398.170166
	Iteration 0F: 2 clusters Score -2788540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2777274.000000 Penalty: 4796.340332
	Iteration 0F: 3 clusters Score -2777274 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2781254.000000 Penalty: 4796.340332
	Iteration 1F: 3 clusters Score -2781254 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2781860.750000 Penalty: 4796.340332
	Iteration 2F: 3 clusters Score -2781861 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2782374.000000 Penalty: 4796.340332
	Iteration 3F: 3 clusters Score -2782374 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2782828.500000 Penalty: 4796.340332
	Iteration 4F: 3 clusters Score -2782828 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2783206.250000 Penalty: 4796.340332
	Iteration 5Q: 3 clusters Score -2783206 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2783526.750000 Penalty: 4796.340332
	Iteration 6Q: 3 clusters Score -2783527 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2783814.000000 Penalty: 4796.340332
	Iteration 7Q: 3 clusters Score -2783814 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2784074.250000 Penalty: 4796.340332
	Iteration 8Q: 3 clusters Score -2784074 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2784355.750000 Penalty: 4796.340332
	Iteration 9Q: 3 clusters Score -2784356 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2784608.750000 Penalty: 4796.340332
	Iteration 10Q: 3 clusters Score -2784609 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2784875.750000 Penalty: 4796.340332
	Iteration 11Q: 3 clusters Score -2784876 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2785145.750000 Penalty: 4796.340332
	Iteration 12Q: 3 clusters Score -2785146 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2785371.250000 Penalty: 4796.340332
	Iteration 13Q: 3 clusters Score -2785371 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2785550.000000 Penalty: 4796.340332
	Iteration 14Q: 3 clusters Score -2785550 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2785710.000000 Penalty: 4796.340332
	Iteration 15Q: 3 clusters Score -2785710 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2785854.000000 Penalty: 4796.340332
	Iteration 16Q: 3 clusters Score -2785854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2785977.000000 Penalty: 4796.340332
	Iteration 17Q: 3 clusters Score -2785977 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2786084.000000 Penalty: 4796.340332
	Iteration 18Q: 3 clusters Score -2786084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2786180.000000 Penalty: 4796.340332
	Iteration 19Q: 3 clusters Score -2786180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2786270.000000 Penalty: 4796.340332
	Iteration 20F: 3 clusters Score -2786270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2786331.750000 Penalty: 4796.340332
	Iteration 21Q: 3 clusters Score -2786332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2786382.750000 Penalty: 4796.340332
	Iteration 22Q: 3 clusters Score -2786383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2786428.250000 Penalty: 4796.340332
	Iteration 23Q: 3 clusters Score -2786428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2786450.000000 Penalty: 4796.340332
	Iteration 24Q: 3 clusters Score -2786450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2786484.750000 Penalty: 4796.340332
	Iteration 25Q: 3 clusters Score -2786485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2786504.000000 Penalty: 4796.340332
	Iteration 26Q: 3 clusters Score -2786504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2786515.500000 Penalty: 4796.340332
	Iteration 27Q: 3 clusters Score -2786516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2786534.000000 Penalty: 4796.340332
	Iteration 28Q: 3 clusters Score -2786534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2786541.500000 Penalty: 4796.340332
	Iteration 29Q: 3 clusters Score -2786542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2786547.750000 Penalty: 4796.340332
	Iteration 30Q: 3 clusters Score -2786548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2786559.500000 Penalty: 4796.340332
	Iteration 31Q: 3 clusters Score -2786560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2786572.500000 Penalty: 4796.340332
	Iteration 32Q: 3 clusters Score -2786572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2786581.000000 Penalty: 4796.340332
	Iteration 33Q: 3 clusters Score -2786581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2786587.250000 Penalty: 4796.340332
	Iteration 34Q: 3 clusters Score -2786587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2786590.000000 Penalty: 4796.340332
	Iteration 35Q: 3 clusters Score -2786590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2786600.500000 Penalty: 4796.340332
	Iteration 36Q: 3 clusters Score -2786600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2786613.500000 Penalty: 4796.340332
	Iteration 37Q: 3 clusters Score -2786614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2786642.750000 Penalty: 4796.340332
	Iteration 38Q: 3 clusters Score -2786643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2786657.000000 Penalty: 4796.340332
	Iteration 39Q: 3 clusters Score -2786657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2786672.750000 Penalty: 4796.340332
	Iteration 40F: 3 clusters Score -2786673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2786684.000000 Penalty: 4796.340332
	Iteration 41Q: 3 clusters Score -2786684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2786696.000000 Penalty: 4796.340332
	Iteration 42Q: 3 clusters Score -2786696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2786708.750000 Penalty: 4796.340332
	Iteration 43Q: 3 clusters Score -2786709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2786713.000000 Penalty: 4796.340332
	Iteration 44Q: 3 clusters Score -2786713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2786722.000000 Penalty: 4796.340332
	Iteration 45Q: 3 clusters Score -2786722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2786728.500000 Penalty: 4796.340332
	Iteration 46Q: 3 clusters Score -2786728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2786730.250000 Penalty: 4796.340332
	Iteration 47Q: 3 clusters Score -2786730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2786733.250000 Penalty: 4796.340332
	Iteration 48Q: 3 clusters Score -2786733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2786738.500000 Penalty: 4796.340332
	Iteration 49Q: 3 clusters Score -2786738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2786738.000000 Penalty: 4796.340332
	Iteration 50Q: 3 clusters Score -2786738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2786737.250000 Penalty: 4796.340332
	Iteration 51Q: 3 clusters Score -2786737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2786736.250000 Penalty: 4796.340332
	Iteration 52Q: 3 clusters Score -2786736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2786739.250000 Penalty: 4796.340332
	Iteration 53Q: 3 clusters Score -2786739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2786740.750000 Penalty: 4796.340332
	Iteration 54Q: 3 clusters Score -2786741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2786740.750000 Penalty: 4796.340332
	Iteration 55F: 3 clusters Score -2786741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Entering Unmasked Estep 
Score: -8766792.000000 Penalty: 2675.167480
	Iteration 0F: 2 clusters Score -8766792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -8736722.000000 Penalty: 5350.334961
	Iteration 0F: 3 clusters Score -8736722 nChanged 22404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8748883.000000 Penalty: 5350.334961
	Iteration 1F: 3 clusters Score -8748883 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -8749552.000000 Penalty: 5350.334961
	Iteration 2Q: 3 clusters Score -8749552 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -8750393.000000 Penalty: 5350.334961
	Iteration 3Q: 3 clusters Score -8750393 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -8751698.000000 Penalty: 5350.334961
	Iteration 4F: 3 clusters Score -8751698 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -8753585.000000 Penalty: 5350.334961
	Iteration 5F: 3 clusters Score -8753585 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -8756344.000000 Penalty: 5350.334961
	Iteration 6F: 3 clusters Score -8756344 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -8759571.000000 Penalty: 5350.334961
	Iteration 7F: 3 clusters Score -8759571 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8761956.000000 Penalty: 5350.334961
	Iteration 8F: 3 clusters Score -8761956 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8763250.000000 Penalty: 5350.334961
	Iteration 9Q: 3 clusters Score -8763250 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -8763947.000000 Penalty: 5350.334961
	Iteration 10Q: 3 clusters Score -8763947 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -8764228.000000 Penalty: 5350.334961
	Iteration 11Q: 3 clusters Score -8764228 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -8764365.000000 Penalty: 5350.334961
	Iteration 12Q: 3 clusters Score -8764365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -8764440.000000 Penalty: 5350.334961
	Iteration 13Q: 3 clusters Score -8764440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -8764489.000000 Penalty: 5350.334961
	Iteration 14Q: 3 clusters Score -8764489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -8764507.000000 Penalty: 5350.334961
	Iteration 15Q: 3 clusters Score -8764507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -8764516.000000 Penalty: 5350.334961
	Iteration 16Q: 3 clusters Score -8764516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -8764532.000000 Penalty: 5350.334961
	Iteration 17Q: 3 clusters Score -8764532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -8764541.000000 Penalty: 5350.334961
	Iteration 18Q: 3 clusters Score -8764541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -8764554.000000 Penalty: 5350.334961
	Iteration 19Q: 3 clusters Score -8764554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -8764561.000000 Penalty: 5350.334961
	Iteration 20F: 3 clusters Score -8764561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -8764568.000000 Penalty: 5350.334961
	Iteration 21Q: 3 clusters Score -8764568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -8764568.000000 Penalty: 5350.334961
	Iteration 22Q: 3 clusters Score -8764568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -8764560.000000 Penalty: 5350.334961
	Iteration 23Q: 3 clusters Score -8764560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -8764560.000000 Penalty: 5350.334961
	Iteration 24F: 3 clusters Score -8764560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Entering Unmasked Estep 
Score: -7487514.000000 Penalty: 2640.377930
	Iteration 0F: 2 clusters Score -7487514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -7459560.000000 Penalty: 5280.755859
	Iteration 0F: 3 clusters Score -7459560 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -7470036.500000 Penalty: 5280.755859
	Iteration 1F: 3 clusters Score -7470036 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -7470532.500000 Penalty: 5280.755859
	Iteration 2Q: 3 clusters Score -7470532 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -7471128.000000 Penalty: 5280.755859
	Iteration 3Q: 3 clusters Score -7471128 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -7471817.000000 Penalty: 5280.755859
	Iteration 4Q: 3 clusters Score -7471817 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -7472759.500000 Penalty: 5280.755859
	Iteration 5Q: 3 clusters Score -7472760 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -7474371.000000 Penalty: 5280.755859
	Iteration 6F: 3 clusters Score -7474371 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -7476532.000000 Penalty: 5280.755859
	Iteration 7F: 3 clusters Score -7476532 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -7479194.500000 Penalty: 5280.755859
	Iteration 8F: 3 clusters Score -7479194 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -7481659.000000 Penalty: 5280.755859
	Iteration 9F: 3 clusters Score -7481659 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -7483409.500000 Penalty: 5280.755859
	Iteration 10Q: 3 clusters Score -7483410 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7484459.000000 Penalty: 5280.755859
	Iteration 11Q: 3 clusters Score -7484459 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -7485101.000000 Penalty: 5280.755859
	Iteration 12Q: 3 clusters Score -7485101 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7485358.500000 Penalty: 5280.755859
	Iteration 13Q: 3 clusters Score -7485358 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7485516.500000 Penalty: 5280.755859
	Iteration 14Q: 3 clusters Score -7485516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -7485586.000000 Penalty: 5280.755859
	Iteration 15Q: 3 clusters Score -7485586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -7485650.000000 Penalty: 5280.755859
	Iteration 16Q: 3 clusters Score -7485650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -7485678.500000 Penalty: 5280.755859
	Iteration 17Q: 3 clusters Score -7485678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7485701.000000 Penalty: 5280.755859
	Iteration 18Q: 3 clusters Score -7485701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -7485711.500000 Penalty: 5280.755859
	Iteration 19Q: 3 clusters Score -7485712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -7485720.500000 Penalty: 5280.755859
	Iteration 20F: 3 clusters Score -7485720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7485718.500000 Penalty: 5280.755859
	Iteration 21Q: 3 clusters Score -7485718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7485728.500000 Penalty: 5280.755859
	Iteration 22Q: 3 clusters Score -7485728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -7485732.500000 Penalty: 5280.755859
	Iteration 23Q: 3 clusters Score -7485732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7485731.500000 Penalty: 5280.755859
	Iteration 24Q: 3 clusters Score -7485732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7485737.000000 Penalty: 5280.755859
	Iteration 25Q: 3 clusters Score -7485737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -7485747.000000 Penalty: 5280.755859
	Iteration 26Q: 3 clusters Score -7485747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7485747.500000 Penalty: 5280.755859
	Iteration 27Q: 3 clusters Score -7485748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7485762.500000 Penalty: 5280.755859
	Iteration 28Q: 3 clusters Score -7485762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -7485771.500000 Penalty: 5280.755859
	Iteration 29Q: 3 clusters Score -7485772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -7485789.000000 Penalty: 5280.755859
	Iteration 30Q: 3 clusters Score -7485789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -7485797.500000 Penalty: 5280.755859
	Iteration 31Q: 3 clusters Score -7485798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -7485799.500000 Penalty: 5280.755859
	Iteration 32Q: 3 clusters Score -7485800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -7485797.000000 Penalty: 5280.755859
	Iteration 33Q: 3 clusters Score -7485797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -7485800.000000 Penalty: 5280.755859
	Iteration 34Q: 3 clusters Score -7485800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -7485798.000000 Penalty: 5280.755859
	Iteration 35Q: 3 clusters Score -7485798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7485808.500000 Penalty: 5280.755859
	Iteration 36Q: 3 clusters Score -7485808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7485810.000000 Penalty: 5280.755859
	Iteration 37Q: 3 clusters Score -7485810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -7485809.500000 Penalty: 5280.755859
	Iteration 38Q: 3 clusters Score -7485810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -7485815.500000 Penalty: 5280.755859
	Iteration 39Q: 3 clusters Score -7485816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7485815.500000 Penalty: 5280.755859
	Iteration 40F: 3 clusters Score -7485816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -7485813.000000 Penalty: 5280.755859
	Iteration 41Q: 3 clusters Score -7485813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -7485813.000000 Penalty: 5280.755859
	Iteration 42F: 3 clusters Score -7485813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -710704.062500 Penalty: 2069.142334
	Iteration 0F: 2 clusters Score -710704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -706712.500000 Penalty: 4138.284668
	Iteration 0F: 3 clusters Score -706712.5 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -707765.375000 Penalty: 4138.284668
	Iteration 1F: 3 clusters Score -707765.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -708055.250000 Penalty: 4138.284668
	Iteration 2F: 3 clusters Score -708055.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -708384.812500 Penalty: 4138.284668
	Iteration 3F: 3 clusters Score -708384.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -708888.187500 Penalty: 4138.284668
	Iteration 4F: 3 clusters Score -708888.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -709585.875000 Penalty: 4138.284668
	Iteration 5F: 3 clusters Score -709585.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -710048.687500 Penalty: 4138.284668
	Iteration 6F: 3 clusters Score -710048.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -710291.750000 Penalty: 4138.284668
	Iteration 7F: 3 clusters Score -710291.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -710423.250000 Penalty: 4138.284668
	Iteration 8Q: 3 clusters Score -710423.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -710510.937500 Penalty: 4138.284668
	Iteration 9Q: 3 clusters Score -710510.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -710572.125000 Penalty: 4138.284668
	Iteration 10Q: 3 clusters Score -710572.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -710618.562500 Penalty: 4138.284668
	Iteration 11Q: 3 clusters Score -710618.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -710659.437500 Penalty: 4138.284668
	Iteration 12Q: 3 clusters Score -710659.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -710672.500000 Penalty: 4138.284668
	Iteration 13Q: 3 clusters Score -710672.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -710683.312500 Penalty: 4138.284668
	Iteration 14Q: 3 clusters Score -710683.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -710693.125000 Penalty: 4138.284668
	Iteration 15Q: 3 clusters Score -710693.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -710699.375000 Penalty: 4138.284668
	Iteration 16Q: 3 clusters Score -710699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -710704.062500 Penalty: 4138.284668
	Iteration 17Q: 3 clusters Score -710704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -710705.375000 Penalty: 4138.284668
	Iteration 18Q: 3 clusters Score -710705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -710707.125000 Penalty: 4138.284668
	Iteration 19Q: 3 clusters Score -710707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -710711.562500 Penalty: 4138.284668
	Iteration 20F: 3 clusters Score -710711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -710712.625000 Penalty: 4138.284668
	Iteration 21Q: 3 clusters Score -710712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -710714.250000 Penalty: 4138.284668
	Iteration 22Q: 3 clusters Score -710714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -710715.375000 Penalty: 4138.284668
	Iteration 23Q: 3 clusters Score -710715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -710716.250000 Penalty: 4138.284668
	Iteration 24Q: 3 clusters Score -710716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -710717.125000 Penalty: 4138.284668
	Iteration 25Q: 3 clusters Score -710717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -710718.875000 Penalty: 4138.284668
	Iteration 26Q: 3 clusters Score -710718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -710719.375000 Penalty: 4138.284668
	Iteration 27Q: 3 clusters Score -710719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -710719.375000 Penalty: 4138.284668
	Iteration 28F: 3 clusters Score -710719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 46185 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 47680 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 44788 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1792 members 
Mstep: Class 26 contains 28360 members 
Mstep: Class 27 contains 48102 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45563 members 
Mstep: Class 32 contains 49123 members 
Mstep: Class 33 contains 73893 members 
Mstep: Class 34 contains 48220 members 
Mstep: Class 35 contains 44653 members 
Mstep: Class 36 contains 42281 members 
Mstep: Class 37 contains 39991 members 
Mstep: Class 38 contains 1545 members 
Entering Unmasked Estep 
Score: -196392384.000000 Penalty: 131281.953125
Splitting cluster 4 changes total score from -196393408.000000 to -196392384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -522141.593750 Penalty: 1995.703003
	Iteration 0F: 2 clusters Score -522141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -518789.468750 Penalty: 3991.406006
	Iteration 0F: 3 clusters Score -518789.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -519413.875000 Penalty: 3991.406006
	Iteration 1F: 3 clusters Score -519413.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -519618.531250 Penalty: 3991.406006
	Iteration 2F: 3 clusters Score -519618.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -519769.812500 Penalty: 3991.406006
	Iteration 3F: 3 clusters Score -519769.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -519933.156250 Penalty: 3991.406006
	Iteration 4F: 3 clusters Score -519933.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -520095.593750 Penalty: 3991.406006
	Iteration 5F: 3 clusters Score -520095.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -520258.468750 Penalty: 3991.406006
	Iteration 6Q: 3 clusters Score -520258.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -520421.156250 Penalty: 3991.406006
	Iteration 7Q: 3 clusters Score -520421.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -520540.500000 Penalty: 3991.406006
	Iteration 8Q: 3 clusters Score -520540.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -520604.187500 Penalty: 3991.406006
	Iteration 9Q: 3 clusters Score -520604.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -520656.750000 Penalty: 3991.406006
	Iteration 10Q: 3 clusters Score -520656.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -520688.531250 Penalty: 3991.406006
	Iteration 11Q: 3 clusters Score -520688.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -520718.375000 Penalty: 3991.406006
	Iteration 12Q: 3 clusters Score -520718.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -520740.593750 Penalty: 3991.406006
	Iteration 13Q: 3 clusters Score -520740.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -520759.625000 Penalty: 3991.406006
	Iteration 14Q: 3 clusters Score -520759.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -520772.343750 Penalty: 3991.406006
	Iteration 15Q: 3 clusters Score -520772.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -520785.281250 Penalty: 3991.406006
	Iteration 16Q: 3 clusters Score -520785.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -520792.093750 Penalty: 3991.406006
	Iteration 17Q: 3 clusters Score -520792.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -520796.843750 Penalty: 3991.406006
	Iteration 18Q: 3 clusters Score -520796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -520800.156250 Penalty: 3991.406006
	Iteration 19Q: 3 clusters Score -520800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -520803.218750 Penalty: 3991.406006
	Iteration 20F: 3 clusters Score -520803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -520804.937500 Penalty: 3991.406006
	Iteration 21Q: 3 clusters Score -520804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -520808.312500 Penalty: 3991.406006
	Iteration 22Q: 3 clusters Score -520808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -520810.125000 Penalty: 3991.406006
	Iteration 23Q: 3 clusters Score -520810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -520811.156250 Penalty: 3991.406006
	Iteration 24Q: 3 clusters Score -520811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -520812.468750 Penalty: 3991.406006
	Iteration 25Q: 3 clusters Score -520812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -520812.687500 Penalty: 3991.406006
	Iteration 26Q: 3 clusters Score -520812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -520813.750000 Penalty: 3991.406006
	Iteration 27Q: 3 clusters Score -520813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -520814.625000 Penalty: 3991.406006
	Iteration 28Q: 3 clusters Score -520814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -520814.750000 Penalty: 3991.406006
	Iteration 29Q: 3 clusters Score -520814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -520814.781250 Penalty: 3991.406006
	Iteration 30Q: 3 clusters Score -520814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -520814.781250 Penalty: 3991.406006
	Iteration 31F: 3 clusters Score -520814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Entering Unmasked Estep 
Score: -7048326.500000 Penalty: 2623.283936
	Iteration 0F: 2 clusters Score -7048326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -7021993.000000 Penalty: 5246.567871
	Iteration 0F: 3 clusters Score -7021993 nChanged 17949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -7032006.000000 Penalty: 5246.567871
	Iteration 1F: 3 clusters Score -7032006 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -7033066.000000 Penalty: 5246.567871
	Iteration 2Q: 3 clusters Score -7033066 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -7034566.000000 Penalty: 5246.567871
	Iteration 3F: 3 clusters Score -7034566 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -7036575.000000 Penalty: 5246.567871
	Iteration 4F: 3 clusters Score -7036575 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -7039077.500000 Penalty: 5246.567871
	Iteration 5F: 3 clusters Score -7039078 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -7042069.500000 Penalty: 5246.567871
	Iteration 6F: 3 clusters Score -7042070 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -7044621.000000 Penalty: 5246.567871
	Iteration 7F: 3 clusters Score -7044621 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -7046076.000000 Penalty: 5246.567871
	Iteration 8Q: 3 clusters Score -7046076 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -7046526.500000 Penalty: 5246.567871
	Iteration 9Q: 3 clusters Score -7046526 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -7046676.500000 Penalty: 5246.567871
	Iteration 10Q: 3 clusters Score -7046676 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -7046775.000000 Penalty: 5246.567871
	Iteration 11Q: 3 clusters Score -7046775 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -7046855.500000 Penalty: 5246.567871
	Iteration 12Q: 3 clusters Score -7046856 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -7046885.500000 Penalty: 5246.567871
	Iteration 13Q: 3 clusters Score -7046886 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7046964.000000 Penalty: 5246.567871
	Iteration 14Q: 3 clusters Score -7046964 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -7046993.000000 Penalty: 5246.567871
	Iteration 15Q: 3 clusters Score -7046993 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -7047049.000000 Penalty: 5246.567871
	Iteration 16Q: 3 clusters Score -7047049 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -7047095.000000 Penalty: 5246.567871
	Iteration 17Q: 3 clusters Score -7047095 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -7047123.500000 Penalty: 5246.567871
	Iteration 18Q: 3 clusters Score -7047124 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -7047147.000000 Penalty: 5246.567871
	Iteration 19Q: 3 clusters Score -7047147 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -7047165.500000 Penalty: 5246.567871
	Iteration 20F: 3 clusters Score -7047166 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -7047218.000000 Penalty: 5246.567871
	Iteration 21Q: 3 clusters Score -7047218 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -7047241.000000 Penalty: 5246.567871
	Iteration 22Q: 3 clusters Score -7047241 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -7047272.500000 Penalty: 5246.567871
	Iteration 23Q: 3 clusters Score -7047272 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7047280.500000 Penalty: 5246.567871
	Iteration 24Q: 3 clusters Score -7047280 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -7047286.500000 Penalty: 5246.567871
	Iteration 25Q: 3 clusters Score -7047286 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -7047306.500000 Penalty: 5246.567871
	Iteration 26Q: 3 clusters Score -7047306 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -7047325.500000 Penalty: 5246.567871
	Iteration 27Q: 3 clusters Score -7047326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7047337.000000 Penalty: 5246.567871
	Iteration 28Q: 3 clusters Score -7047337 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -7047363.500000 Penalty: 5246.567871
	Iteration 29Q: 3 clusters Score -7047364 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7047370.500000 Penalty: 5246.567871
	Iteration 30Q: 3 clusters Score -7047370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7047384.500000 Penalty: 5246.567871
	Iteration 31Q: 3 clusters Score -7047384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7047387.500000 Penalty: 5246.567871
	Iteration 32Q: 3 clusters Score -7047388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7047397.500000 Penalty: 5246.567871
	Iteration 33Q: 3 clusters Score -7047398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7047393.000000 Penalty: 5246.567871
	Iteration 34Q: 3 clusters Score -7047393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -7047395.500000 Penalty: 5246.567871
	Iteration 35Q: 3 clusters Score -7047396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -7047418.500000 Penalty: 5246.567871
	Iteration 36Q: 3 clusters Score -7047418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -7047410.000000 Penalty: 5246.567871
	Iteration 37Q: 3 clusters Score -7047410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7047416.500000 Penalty: 5246.567871
	Iteration 38Q: 3 clusters Score -7047416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7047420.500000 Penalty: 5246.567871
	Iteration 39Q: 3 clusters Score -7047420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7047417.000000 Penalty: 5246.567871
	Iteration 40F: 3 clusters Score -7047417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7047411.500000 Penalty: 5246.567871
	Iteration 41Q: 3 clusters Score -7047412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7047408.000000 Penalty: 5246.567871
	Iteration 42Q: 3 clusters Score -7047408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7047401.000000 Penalty: 5246.567871
	Iteration 43Q: 3 clusters Score -7047401 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7047394.000000 Penalty: 5246.567871
	Iteration 44Q: 3 clusters Score -7047394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -7047393.500000 Penalty: 5246.567871
	Iteration 45Q: 3 clusters Score -7047394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -7047407.500000 Penalty: 5246.567871
	Iteration 46Q: 3 clusters Score -7047408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7047416.500000 Penalty: 5246.567871
	Iteration 47Q: 3 clusters Score -7047416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7047406.500000 Penalty: 5246.567871
	Iteration 48Q: 3 clusters Score -7047406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7047406.500000 Penalty: 5246.567871
	Iteration 49Q: 3 clusters Score -7047406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7047406.000000 Penalty: 5246.567871
	Iteration 50Q: 3 clusters Score -7047406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -7047405.500000 Penalty: 5246.567871
	Iteration 51Q: 3 clusters Score -7047406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -7047405.500000 Penalty: 5246.567871
	Iteration 52Q: 3 clusters Score -7047406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7047391.500000 Penalty: 5246.567871
	Iteration 53Q: 3 clusters Score -7047392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7047384.000000 Penalty: 5246.567871
	Iteration 54Q: 3 clusters Score -7047384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -7047381.000000 Penalty: 5246.567871
	Iteration 55Q: 3 clusters Score -7047381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7047384.500000 Penalty: 5246.567871
	Iteration 56Q: 3 clusters Score -7047384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7047388.000000 Penalty: 5246.567871
	Iteration 57Q: 3 clusters Score -7047388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7047384.500000 Penalty: 5246.567871
	Iteration 58Q: 3 clusters Score -7047384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -7047374.500000 Penalty: 5246.567871
	Iteration 59Q: 3 clusters Score -7047374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7047369.000000 Penalty: 5246.567871
	Iteration 60F: 3 clusters Score -7047369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7047376.500000 Penalty: 5246.567871
	Iteration 61Q: 3 clusters Score -7047376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7047376.000000 Penalty: 5246.567871
	Iteration 62Q: 3 clusters Score -7047376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7047374.500000 Penalty: 5246.567871
	Iteration 63Q: 3 clusters Score -7047374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7047364.000000 Penalty: 5246.567871
	Iteration 64Q: 3 clusters Score -7047364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7047367.000000 Penalty: 5246.567871
	Iteration 65Q: 3 clusters Score -7047367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7047374.000000 Penalty: 5246.567871
	Iteration 66Q: 3 clusters Score -7047374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7047376.500000 Penalty: 5246.567871
	Iteration 67Q: 3 clusters Score -7047376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7047384.000000 Penalty: 5246.567871
	Iteration 68Q: 3 clusters Score -7047384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7047369.000000 Penalty: 5246.567871
	Iteration 69Q: 3 clusters Score -7047369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7047374.000000 Penalty: 5246.567871
	Iteration 70Q: 3 clusters Score -7047374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7047372.500000 Penalty: 5246.567871
	Iteration 71Q: 3 clusters Score -7047372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7047379.500000 Penalty: 5246.567871
	Iteration 72Q: 3 clusters Score -7047380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7047366.000000 Penalty: 5246.567871
	Iteration 73Q: 3 clusters Score -7047366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7047370.000000 Penalty: 5246.567871
	Iteration 74Q: 3 clusters Score -7047370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7047372.000000 Penalty: 5246.567871
	Iteration 75Q: 3 clusters Score -7047372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -7047367.500000 Penalty: 5246.567871
	Iteration 76Q: 3 clusters Score -7047368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7047359.000000 Penalty: 5246.567871
	Iteration 77Q: 3 clusters Score -7047359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7047358.500000 Penalty: 5246.567871
	Iteration 78Q: 3 clusters Score -7047358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7047362.000000 Penalty: 5246.567871
	Iteration 79Q: 3 clusters Score -7047362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7047362.000000 Penalty: 5246.567871
	Iteration 80F: 3 clusters Score -7047362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Entering Unmasked Estep 
Score: -9543553.000000 Penalty: 2699.959229
	Iteration 0F: 2 clusters Score -9543553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -9509331.000000 Penalty: 5399.918457
	Iteration 0F: 3 clusters Score -9509331 nChanged 24772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -9523401.000000 Penalty: 5399.918457
	Iteration 1F: 3 clusters Score -9523401 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -9524464.000000 Penalty: 5399.918457
	Iteration 2Q: 3 clusters Score -9524464 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -9525884.000000 Penalty: 5399.918457
	Iteration 3F: 3 clusters Score -9525884 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -9527908.000000 Penalty: 5399.918457
	Iteration 4F: 3 clusters Score -9527908 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -9530305.000000 Penalty: 5399.918457
	Iteration 5F: 3 clusters Score -9530305 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -9532981.000000 Penalty: 5399.918457
	Iteration 6F: 3 clusters Score -9532981 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -9535523.000000 Penalty: 5399.918457
	Iteration 7F: 3 clusters Score -9535523 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -9537614.000000 Penalty: 5399.918457
	Iteration 8F: 3 clusters Score -9537614 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -9539494.000000 Penalty: 5399.918457
	Iteration 9Q: 3 clusters Score -9539494 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -9540660.000000 Penalty: 5399.918457
	Iteration 10Q: 3 clusters Score -9540660 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -9541271.000000 Penalty: 5399.918457
	Iteration 11Q: 3 clusters Score -9541271 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -9541592.000000 Penalty: 5399.918457
	Iteration 12Q: 3 clusters Score -9541592 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -9541767.000000 Penalty: 5399.918457
	Iteration 13Q: 3 clusters Score -9541767 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -9541851.000000 Penalty: 5399.918457
	Iteration 14Q: 3 clusters Score -9541851 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -9541929.000000 Penalty: 5399.918457
	Iteration 15Q: 3 clusters Score -9541929 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -9541986.000000 Penalty: 5399.918457
	Iteration 16Q: 3 clusters Score -9541986 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -9542044.000000 Penalty: 5399.918457
	Iteration 17Q: 3 clusters Score -9542044 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -9542117.000000 Penalty: 5399.918457
	Iteration 18Q: 3 clusters Score -9542117 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9542148.000000 Penalty: 5399.918457
	Iteration 19Q: 3 clusters Score -9542148 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -9542174.000000 Penalty: 5399.918457
	Iteration 20F: 3 clusters Score -9542174 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -9542157.000000 Penalty: 5399.918457
	Iteration 21Q: 3 clusters Score -9542157 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -9542196.000000 Penalty: 5399.918457
	Iteration 22Q: 3 clusters Score -9542196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -9542213.000000 Penalty: 5399.918457
	Iteration 23Q: 3 clusters Score -9542213 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9542227.000000 Penalty: 5399.918457
	Iteration 24Q: 3 clusters Score -9542227 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -9542232.000000 Penalty: 5399.918457
	Iteration 25Q: 3 clusters Score -9542232 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -9542234.000000 Penalty: 5399.918457
	Iteration 26Q: 3 clusters Score -9542234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -9542205.000000 Penalty: 5399.918457
	Iteration 27Q: 3 clusters Score -9542205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -9542239.000000 Penalty: 5399.918457
	Iteration 28Q: 3 clusters Score -9542239 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9542262.000000 Penalty: 5399.918457
	Iteration 29Q: 3 clusters Score -9542262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -9542261.000000 Penalty: 5399.918457
	Iteration 30Q: 3 clusters Score -9542261 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9542283.000000 Penalty: 5399.918457
	Iteration 31Q: 3 clusters Score -9542283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -9542309.000000 Penalty: 5399.918457
	Iteration 32Q: 3 clusters Score -9542309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9542310.000000 Penalty: 5399.918457
	Iteration 33Q: 3 clusters Score -9542310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -9542327.000000 Penalty: 5399.918457
	Iteration 34Q: 3 clusters Score -9542327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9542323.000000 Penalty: 5399.918457
	Iteration 35Q: 3 clusters Score -9542323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -9542333.000000 Penalty: 5399.918457
	Iteration 36Q: 3 clusters Score -9542333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -9542340.000000 Penalty: 5399.918457
	Iteration 37Q: 3 clusters Score -9542340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9542354.000000 Penalty: 5399.918457
	Iteration 38Q: 3 clusters Score -9542354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9542363.000000 Penalty: 5399.918457
	Iteration 39Q: 3 clusters Score -9542363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9542369.000000 Penalty: 5399.918457
	Iteration 40F: 3 clusters Score -9542369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9542384.000000 Penalty: 5399.918457
	Iteration 41Q: 3 clusters Score -9542384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -9542376.000000 Penalty: 5399.918457
	Iteration 42Q: 3 clusters Score -9542376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9542363.000000 Penalty: 5399.918457
	Iteration 43Q: 3 clusters Score -9542363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9542376.000000 Penalty: 5399.918457
	Iteration 44Q: 3 clusters Score -9542376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9542367.000000 Penalty: 5399.918457
	Iteration 45Q: 3 clusters Score -9542367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9542371.000000 Penalty: 5399.918457
	Iteration 46Q: 3 clusters Score -9542371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9542385.000000 Penalty: 5399.918457
	Iteration 47Q: 3 clusters Score -9542385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9542368.000000 Penalty: 5399.918457
	Iteration 48Q: 3 clusters Score -9542368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9542370.000000 Penalty: 5399.918457
	Iteration 49Q: 3 clusters Score -9542370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9542363.000000 Penalty: 5399.918457
	Iteration 50Q: 3 clusters Score -9542363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9542373.000000 Penalty: 5399.918457
	Iteration 51Q: 3 clusters Score -9542373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9542371.000000 Penalty: 5399.918457
	Iteration 52Q: 3 clusters Score -9542371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -9542370.000000 Penalty: 5399.918457
	Iteration 53Q: 3 clusters Score -9542370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -9542347.000000 Penalty: 5399.918457
	Iteration 54Q: 3 clusters Score -9542347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9542371.000000 Penalty: 5399.918457
	Iteration 55Q: 3 clusters Score -9542371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9542362.000000 Penalty: 5399.918457
	Iteration 56Q: 3 clusters Score -9542362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9542351.000000 Penalty: 5399.918457
	Iteration 57Q: 3 clusters Score -9542351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9542367.000000 Penalty: 5399.918457
	Iteration 58Q: 3 clusters Score -9542367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9542365.000000 Penalty: 5399.918457
	Iteration 59Q: 3 clusters Score -9542365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9542367.000000 Penalty: 5399.918457
	Iteration 60F: 3 clusters Score -9542367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -9542371.000000 Penalty: 5399.918457
	Iteration 61Q: 3 clusters Score -9542371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9542374.000000 Penalty: 5399.918457
	Iteration 62Q: 3 clusters Score -9542374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9542384.000000 Penalty: 5399.918457
	Iteration 63Q: 3 clusters Score -9542384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9542380.000000 Penalty: 5399.918457
	Iteration 64Q: 3 clusters Score -9542380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9542375.000000 Penalty: 5399.918457
	Iteration 65Q: 3 clusters Score -9542375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9542382.000000 Penalty: 5399.918457
	Iteration 66Q: 3 clusters Score -9542382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9542373.000000 Penalty: 5399.918457
	Iteration 67Q: 3 clusters Score -9542373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9542360.000000 Penalty: 5399.918457
	Iteration 68Q: 3 clusters Score -9542360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9542369.000000 Penalty: 5399.918457
	Iteration 69Q: 3 clusters Score -9542369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9542373.000000 Penalty: 5399.918457
	Iteration 70Q: 3 clusters Score -9542373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9542358.000000 Penalty: 5399.918457
	Iteration 71Q: 3 clusters Score -9542358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9542358.000000 Penalty: 5399.918457
	Iteration 72Q: 3 clusters Score -9542358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -9542360.000000 Penalty: 5399.918457
	Iteration 73Q: 3 clusters Score -9542360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -9542360.000000 Penalty: 5399.918457
	Iteration 74Q: 3 clusters Score -9542360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9542354.000000 Penalty: 5399.918457
	Iteration 75Q: 3 clusters Score -9542354 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9542354.000000 Penalty: 5399.918457
	Iteration 76F: 3 clusters Score -9542354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Entering Unmasked Estep 
Score: -2573450.250000 Penalty: 2387.383789
	Iteration 0F: 2 clusters Score -2573450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2562506.750000 Penalty: 4774.767578
	Iteration 0F: 3 clusters Score -2562507 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2566054.250000 Penalty: 4774.767578
	Iteration 1F: 3 clusters Score -2566054 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2566409.750000 Penalty: 4774.767578
	Iteration 2F: 3 clusters Score -2566410 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2566641.750000 Penalty: 4774.767578
	Iteration 3Q: 3 clusters Score -2566642 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2566901.500000 Penalty: 4774.767578
	Iteration 4Q: 3 clusters Score -2566902 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2567181.250000 Penalty: 4774.767578
	Iteration 5Q: 3 clusters Score -2567181 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2567523.000000 Penalty: 4774.767578
	Iteration 6Q: 3 clusters Score -2567523 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2567925.750000 Penalty: 4774.767578
	Iteration 7Q: 3 clusters Score -2567926 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2568360.250000 Penalty: 4774.767578
	Iteration 8Q: 3 clusters Score -2568360 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2568774.250000 Penalty: 4774.767578
	Iteration 9Q: 3 clusters Score -2568774 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2569198.750000 Penalty: 4774.767578
	Iteration 10Q: 3 clusters Score -2569199 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2569552.250000 Penalty: 4774.767578
	Iteration 11Q: 3 clusters Score -2569552 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2569797.500000 Penalty: 4774.767578
	Iteration 12Q: 3 clusters Score -2569798 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2570004.750000 Penalty: 4774.767578
	Iteration 13Q: 3 clusters Score -2570005 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2570192.000000 Penalty: 4774.767578
	Iteration 14Q: 3 clusters Score -2570192 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2570406.750000 Penalty: 4774.767578
	Iteration 15Q: 3 clusters Score -2570407 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2570793.000000 Penalty: 4774.767578
	Iteration 16Q: 3 clusters Score -2570793 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2571258.250000 Penalty: 4774.767578
	Iteration 17Q: 3 clusters Score -2571258 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2571592.000000 Penalty: 4774.767578
	Iteration 18Q: 3 clusters Score -2571592 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2571800.250000 Penalty: 4774.767578
	Iteration 19Q: 3 clusters Score -2571800 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2571960.750000 Penalty: 4774.767578
	Iteration 20F: 3 clusters Score -2571961 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2572053.750000 Penalty: 4774.767578
	Iteration 21Q: 3 clusters Score -2572054 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2572151.500000 Penalty: 4774.767578
	Iteration 22Q: 3 clusters Score -2572152 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2572243.000000 Penalty: 4774.767578
	Iteration 23Q: 3 clusters Score -2572243 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2572330.000000 Penalty: 4774.767578
	Iteration 24Q: 3 clusters Score -2572330 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2572409.250000 Penalty: 4774.767578
	Iteration 25Q: 3 clusters Score -2572409 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2572497.250000 Penalty: 4774.767578
	Iteration 26Q: 3 clusters Score -2572497 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2572590.500000 Penalty: 4774.767578
	Iteration 27Q: 3 clusters Score -2572590 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2572676.500000 Penalty: 4774.767578
	Iteration 28Q: 3 clusters Score -2572676 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2572756.250000 Penalty: 4774.767578
	Iteration 29Q: 3 clusters Score -2572756 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2572827.000000 Penalty: 4774.767578
	Iteration 30Q: 3 clusters Score -2572827 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2572894.500000 Penalty: 4774.767578
	Iteration 31Q: 3 clusters Score -2572894 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2572953.750000 Penalty: 4774.767578
	Iteration 32Q: 3 clusters Score -2572954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2572976.000000 Penalty: 4774.767578
	Iteration 33Q: 3 clusters Score -2572976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2573011.000000 Penalty: 4774.767578
	Iteration 34Q: 3 clusters Score -2573011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2573035.250000 Penalty: 4774.767578
	Iteration 35Q: 3 clusters Score -2573035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2573068.750000 Penalty: 4774.767578
	Iteration 36Q: 3 clusters Score -2573069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2573093.500000 Penalty: 4774.767578
	Iteration 37Q: 3 clusters Score -2573094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2573108.500000 Penalty: 4774.767578
	Iteration 38Q: 3 clusters Score -2573108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2573123.250000 Penalty: 4774.767578
	Iteration 39Q: 3 clusters Score -2573123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2573131.000000 Penalty: 4774.767578
	Iteration 40F: 3 clusters Score -2573131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2573138.750000 Penalty: 4774.767578
	Iteration 41Q: 3 clusters Score -2573139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2573148.750000 Penalty: 4774.767578
	Iteration 42Q: 3 clusters Score -2573149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2573158.000000 Penalty: 4774.767578
	Iteration 43Q: 3 clusters Score -2573158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2573168.750000 Penalty: 4774.767578
	Iteration 44Q: 3 clusters Score -2573169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2573173.000000 Penalty: 4774.767578
	Iteration 45Q: 3 clusters Score -2573173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2573185.250000 Penalty: 4774.767578
	Iteration 46Q: 3 clusters Score -2573185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2573186.000000 Penalty: 4774.767578
	Iteration 47Q: 3 clusters Score -2573186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2573196.750000 Penalty: 4774.767578
	Iteration 48Q: 3 clusters Score -2573197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2573198.750000 Penalty: 4774.767578
	Iteration 49Q: 3 clusters Score -2573199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2573204.750000 Penalty: 4774.767578
	Iteration 50Q: 3 clusters Score -2573205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2573220.750000 Penalty: 4774.767578
	Iteration 51Q: 3 clusters Score -2573221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2573242.250000 Penalty: 4774.767578
	Iteration 52Q: 3 clusters Score -2573242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2573270.000000 Penalty: 4774.767578
	Iteration 53Q: 3 clusters Score -2573270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2573286.500000 Penalty: 4774.767578
	Iteration 54Q: 3 clusters Score -2573286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2573305.500000 Penalty: 4774.767578
	Iteration 55Q: 3 clusters Score -2573306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2573316.750000 Penalty: 4774.767578
	Iteration 56Q: 3 clusters Score -2573317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2573325.750000 Penalty: 4774.767578
	Iteration 57Q: 3 clusters Score -2573326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2573347.250000 Penalty: 4774.767578
	Iteration 58Q: 3 clusters Score -2573347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2573352.750000 Penalty: 4774.767578
	Iteration 59Q: 3 clusters Score -2573353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2573362.000000 Penalty: 4774.767578
	Iteration 60F: 3 clusters Score -2573362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2573376.000000 Penalty: 4774.767578
	Iteration 61Q: 3 clusters Score -2573376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2573387.000000 Penalty: 4774.767578
	Iteration 62Q: 3 clusters Score -2573387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2573397.750000 Penalty: 4774.767578
	Iteration 63Q: 3 clusters Score -2573398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2573405.000000 Penalty: 4774.767578
	Iteration 64Q: 3 clusters Score -2573405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2573412.750000 Penalty: 4774.767578
	Iteration 65Q: 3 clusters Score -2573413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2573418.000000 Penalty: 4774.767578
	Iteration 66Q: 3 clusters Score -2573418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2573422.250000 Penalty: 4774.767578
	Iteration 67Q: 3 clusters Score -2573422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2573420.000000 Penalty: 4774.767578
	Iteration 68Q: 3 clusters Score -2573420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2573422.250000 Penalty: 4774.767578
	Iteration 69Q: 3 clusters Score -2573422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2573429.000000 Penalty: 4774.767578
	Iteration 70Q: 3 clusters Score -2573429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2573426.750000 Penalty: 4774.767578
	Iteration 71Q: 3 clusters Score -2573427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2573424.500000 Penalty: 4774.767578
	Iteration 72Q: 3 clusters Score -2573424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2573424.000000 Penalty: 4774.767578
	Iteration 73Q: 3 clusters Score -2573424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2573422.750000 Penalty: 4774.767578
	Iteration 74Q: 3 clusters Score -2573423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2573425.250000 Penalty: 4774.767578
	Iteration 75Q: 3 clusters Score -2573425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2573427.250000 Penalty: 4774.767578
	Iteration 76Q: 3 clusters Score -2573427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2573430.250000 Penalty: 4774.767578
	Iteration 77Q: 3 clusters Score -2573430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2573433.250000 Penalty: 4774.767578
	Iteration 78Q: 3 clusters Score -2573433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2573436.250000 Penalty: 4774.767578
	Iteration 79Q: 3 clusters Score -2573436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2573434.250000 Penalty: 4774.767578
	Iteration 80F: 3 clusters Score -2573434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Entering Unmasked Estep 
Score: -7540468.500000 Penalty: 2641.812988
	Iteration 0F: 2 clusters Score -7540468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -7512181.000000 Penalty: 5283.625977
	Iteration 0F: 3 clusters Score -7512181 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7523104.500000 Penalty: 5283.625977
	Iteration 1F: 3 clusters Score -7523104 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -7524125.000000 Penalty: 5283.625977
	Iteration 2F: 3 clusters Score -7524125 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -7525525.000000 Penalty: 5283.625977
	Iteration 3F: 3 clusters Score -7525525 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -7527553.500000 Penalty: 5283.625977
	Iteration 4F: 3 clusters Score -7527554 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7530149.000000 Penalty: 5283.625977
	Iteration 5F: 3 clusters Score -7530149 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -7532572.000000 Penalty: 5283.625977
	Iteration 6F: 3 clusters Score -7532572 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -7534535.000000 Penalty: 5283.625977
	Iteration 7F: 3 clusters Score -7534535 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7535890.000000 Penalty: 5283.625977
	Iteration 8Q: 3 clusters Score -7535890 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7536841.000000 Penalty: 5283.625977
	Iteration 9Q: 3 clusters Score -7536841 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -7537493.500000 Penalty: 5283.625977
	Iteration 10Q: 3 clusters Score -7537494 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7537876.000000 Penalty: 5283.625977
	Iteration 11Q: 3 clusters Score -7537876 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -7538099.000000 Penalty: 5283.625977
	Iteration 12Q: 3 clusters Score -7538099 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7538253.500000 Penalty: 5283.625977
	Iteration 13Q: 3 clusters Score -7538254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -7538334.000000 Penalty: 5283.625977
	Iteration 14Q: 3 clusters Score -7538334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -7538402.000000 Penalty: 5283.625977
	Iteration 15Q: 3 clusters Score -7538402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -7538420.500000 Penalty: 5283.625977
	Iteration 16Q: 3 clusters Score -7538420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -7538446.000000 Penalty: 5283.625977
	Iteration 17Q: 3 clusters Score -7538446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7538452.500000 Penalty: 5283.625977
	Iteration 18Q: 3 clusters Score -7538452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -7538472.000000 Penalty: 5283.625977
	Iteration 19Q: 3 clusters Score -7538472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -7538492.500000 Penalty: 5283.625977
	Iteration 20F: 3 clusters Score -7538492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7538500.500000 Penalty: 5283.625977
	Iteration 21Q: 3 clusters Score -7538500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -7538510.500000 Penalty: 5283.625977
	Iteration 22Q: 3 clusters Score -7538510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -7538518.500000 Penalty: 5283.625977
	Iteration 23Q: 3 clusters Score -7538518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -7538527.000000 Penalty: 5283.625977
	Iteration 24Q: 3 clusters Score -7538527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -7538529.500000 Penalty: 5283.625977
	Iteration 25Q: 3 clusters Score -7538530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -7538532.000000 Penalty: 5283.625977
	Iteration 26Q: 3 clusters Score -7538532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -7538549.000000 Penalty: 5283.625977
	Iteration 27Q: 3 clusters Score -7538549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -7538548.000000 Penalty: 5283.625977
	Iteration 28Q: 3 clusters Score -7538548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -7538546.000000 Penalty: 5283.625977
	Iteration 29Q: 3 clusters Score -7538546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -7538557.500000 Penalty: 5283.625977
	Iteration 30Q: 3 clusters Score -7538558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -7538555.000000 Penalty: 5283.625977
	Iteration 31Q: 3 clusters Score -7538555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -7538557.500000 Penalty: 5283.625977
	Iteration 32Q: 3 clusters Score -7538558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -7538560.000000 Penalty: 5283.625977
	Iteration 33Q: 3 clusters Score -7538560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7538559.000000 Penalty: 5283.625977
	Iteration 34Q: 3 clusters Score -7538559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -7538558.500000 Penalty: 5283.625977
	Iteration 35Q: 3 clusters Score -7538558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -7538558.500000 Penalty: 5283.625977
	Iteration 36F: 3 clusters Score -7538558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Entering Unmasked Estep 
Score: -7356551.000000 Penalty: 2634.554443
	Iteration 0F: 2 clusters Score -7356551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7328932.500000 Penalty: 5269.108887
	Iteration 0F: 3 clusters Score -7328932 nChanged 18860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -7339135.500000 Penalty: 5269.108887
	Iteration 1F: 3 clusters Score -7339136 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -7339592.000000 Penalty: 5269.108887
	Iteration 2Q: 3 clusters Score -7339592 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -7339976.000000 Penalty: 5269.108887
	Iteration 3Q: 3 clusters Score -7339976 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -7340373.000000 Penalty: 5269.108887
	Iteration 4Q: 3 clusters Score -7340373 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -7340789.000000 Penalty: 5269.108887
	Iteration 5Q: 3 clusters Score -7340789 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -7341314.000000 Penalty: 5269.108887
	Iteration 6Q: 3 clusters Score -7341314 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -7342012.500000 Penalty: 5269.108887
	Iteration 7Q: 3 clusters Score -7342012 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -7343072.500000 Penalty: 5269.108887
	Iteration 8F: 3 clusters Score -7343072 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -7344630.500000 Penalty: 5269.108887
	Iteration 9F: 3 clusters Score -7344630 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -7346868.500000 Penalty: 5269.108887
	Iteration 10F: 3 clusters Score -7346868 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -7349336.500000 Penalty: 5269.108887
	Iteration 11F: 3 clusters Score -7349336 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7351561.500000 Penalty: 5269.108887
	Iteration 12F: 3 clusters Score -7351562 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7352986.500000 Penalty: 5269.108887
	Iteration 13Q: 3 clusters Score -7352986 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7353667.500000 Penalty: 5269.108887
	Iteration 14Q: 3 clusters Score -7353668 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7353907.500000 Penalty: 5269.108887
	Iteration 15Q: 3 clusters Score -7353908 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7354081.000000 Penalty: 5269.108887
	Iteration 16Q: 3 clusters Score -7354081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7354198.500000 Penalty: 5269.108887
	Iteration 17Q: 3 clusters Score -7354198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7354244.500000 Penalty: 5269.108887
	Iteration 18Q: 3 clusters Score -7354244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7354278.000000 Penalty: 5269.108887
	Iteration 19Q: 3 clusters Score -7354278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7354291.000000 Penalty: 5269.108887
	Iteration 20F: 3 clusters Score -7354291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7354302.500000 Penalty: 5269.108887
	Iteration 21Q: 3 clusters Score -7354302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7354304.500000 Penalty: 5269.108887
	Iteration 22Q: 3 clusters Score -7354304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7354305.000000 Penalty: 5269.108887
	Iteration 23Q: 3 clusters Score -7354305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7354305.000000 Penalty: 5269.108887
	Iteration 24Q: 3 clusters Score -7354305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7354305.000000 Penalty: 5269.108887
	Iteration 25F: 3 clusters Score -7354305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -66165.234375 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -66165.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64859.652344 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -64859.65 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65860.148438 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -65860.15 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66747.023438 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -66747.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67303.187500 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -67303.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67582.687500 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -67582.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67788.968750 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -67788.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67832.468750 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -67832.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67843.382812 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -67843.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67846.085938 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -67846.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67848.250000 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -67848.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67850.570312 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -67850.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67850.742188 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -67850.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67866.476562 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -67866.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67909.687500 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -67909.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67919.914062 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -67919.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67933.703125 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -67933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67937.210938 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -67937.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67941.203125 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -67941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67944.718750 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -67944.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67947.507812 Penalty: 3263.308594
	Iteration 19F: 3 clusters Score -67947.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67954.414062 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -67954.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 46185 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 47680 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 44788 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1792 members 
Mstep: Class 26 contains 28360 members 
Mstep: Class 27 contains 48102 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45563 members 
Mstep: Class 32 contains 49123 members 
Mstep: Class 33 contains 73893 members 
Mstep: Class 34 contains 48220 members 
Mstep: Class 35 contains 44653 members 
Mstep: Class 36 contains 42281 members 
Mstep: Class 37 contains 39991 members 
Mstep: Class 38 contains 253 members 
Entering Unmasked Estep 
Score: -196393616.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196393408.000000 to -196393616.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -75375.859375 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -75375.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73913.617188 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -73913.62 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74123.625000 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -74123.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74170.984375 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -74170.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74184.281250 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -74184.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74184.281250 Penalty: 3046.450439
	Iteration 4F: 3 clusters Score -74184.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Entering Unmasked Estep 
Score: -2232947.750000 Penalty: 2342.912842
	Iteration 0F: 2 clusters Score -2232948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2223562.000000 Penalty: 4685.825684
	Iteration 0F: 3 clusters Score -2223562 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2226445.750000 Penalty: 4685.825684
	Iteration 1F: 3 clusters Score -2226446 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2226786.000000 Penalty: 4685.825684
	Iteration 2F: 3 clusters Score -2226786 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2227052.000000 Penalty: 4685.825684
	Iteration 3Q: 3 clusters Score -2227052 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2227261.500000 Penalty: 4685.825684
	Iteration 4Q: 3 clusters Score -2227262 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2227455.750000 Penalty: 4685.825684
	Iteration 5Q: 3 clusters Score -2227456 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2227646.250000 Penalty: 4685.825684
	Iteration 6Q: 3 clusters Score -2227646 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2227825.500000 Penalty: 4685.825684
	Iteration 7Q: 3 clusters Score -2227826 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2228012.250000 Penalty: 4685.825684
	Iteration 8Q: 3 clusters Score -2228012 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2228183.250000 Penalty: 4685.825684
	Iteration 9Q: 3 clusters Score -2228183 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2228395.000000 Penalty: 4685.825684
	Iteration 10Q: 3 clusters Score -2228395 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2228599.750000 Penalty: 4685.825684
	Iteration 11Q: 3 clusters Score -2228600 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2228831.750000 Penalty: 4685.825684
	Iteration 12Q: 3 clusters Score -2228832 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2229086.000000 Penalty: 4685.825684
	Iteration 13Q: 3 clusters Score -2229086 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2229339.750000 Penalty: 4685.825684
	Iteration 14Q: 3 clusters Score -2229340 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2229580.250000 Penalty: 4685.825684
	Iteration 15Q: 3 clusters Score -2229580 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2229771.750000 Penalty: 4685.825684
	Iteration 16Q: 3 clusters Score -2229772 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2229966.750000 Penalty: 4685.825684
	Iteration 17Q: 3 clusters Score -2229967 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2230091.000000 Penalty: 4685.825684
	Iteration 18Q: 3 clusters Score -2230091 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2230204.000000 Penalty: 4685.825684
	Iteration 19Q: 3 clusters Score -2230204 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2230284.750000 Penalty: 4685.825684
	Iteration 20F: 3 clusters Score -2230285 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2230349.500000 Penalty: 4685.825684
	Iteration 21Q: 3 clusters Score -2230350 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2230389.500000 Penalty: 4685.825684
	Iteration 22Q: 3 clusters Score -2230390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2230424.750000 Penalty: 4685.825684
	Iteration 23Q: 3 clusters Score -2230425 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2230459.250000 Penalty: 4685.825684
	Iteration 24Q: 3 clusters Score -2230459 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2230485.500000 Penalty: 4685.825684
	Iteration 25Q: 3 clusters Score -2230486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2230509.500000 Penalty: 4685.825684
	Iteration 26Q: 3 clusters Score -2230510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2230525.500000 Penalty: 4685.825684
	Iteration 27Q: 3 clusters Score -2230526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2230547.500000 Penalty: 4685.825684
	Iteration 28Q: 3 clusters Score -2230548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2230575.250000 Penalty: 4685.825684
	Iteration 29Q: 3 clusters Score -2230575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2230601.500000 Penalty: 4685.825684
	Iteration 30Q: 3 clusters Score -2230602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2230613.500000 Penalty: 4685.825684
	Iteration 31Q: 3 clusters Score -2230614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2230630.750000 Penalty: 4685.825684
	Iteration 32Q: 3 clusters Score -2230631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2230649.000000 Penalty: 4685.825684
	Iteration 33Q: 3 clusters Score -2230649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2230664.250000 Penalty: 4685.825684
	Iteration 34Q: 3 clusters Score -2230664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2230674.250000 Penalty: 4685.825684
	Iteration 35Q: 3 clusters Score -2230674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2230693.500000 Penalty: 4685.825684
	Iteration 36Q: 3 clusters Score -2230694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2230712.500000 Penalty: 4685.825684
	Iteration 37Q: 3 clusters Score -2230712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2230728.750000 Penalty: 4685.825684
	Iteration 38Q: 3 clusters Score -2230729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2230744.500000 Penalty: 4685.825684
	Iteration 39Q: 3 clusters Score -2230744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2230758.250000 Penalty: 4685.825684
	Iteration 40F: 3 clusters Score -2230758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2230771.250000 Penalty: 4685.825684
	Iteration 41Q: 3 clusters Score -2230771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2230778.500000 Penalty: 4685.825684
	Iteration 42Q: 3 clusters Score -2230778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2230795.250000 Penalty: 4685.825684
	Iteration 43Q: 3 clusters Score -2230795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2230803.000000 Penalty: 4685.825684
	Iteration 44Q: 3 clusters Score -2230803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2230816.750000 Penalty: 4685.825684
	Iteration 45Q: 3 clusters Score -2230817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2230830.000000 Penalty: 4685.825684
	Iteration 46Q: 3 clusters Score -2230830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2230845.250000 Penalty: 4685.825684
	Iteration 47Q: 3 clusters Score -2230845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2230858.000000 Penalty: 4685.825684
	Iteration 48Q: 3 clusters Score -2230858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2230864.750000 Penalty: 4685.825684
	Iteration 49Q: 3 clusters Score -2230865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2230878.500000 Penalty: 4685.825684
	Iteration 50Q: 3 clusters Score -2230878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2230888.750000 Penalty: 4685.825684
	Iteration 51Q: 3 clusters Score -2230889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2230895.750000 Penalty: 4685.825684
	Iteration 52Q: 3 clusters Score -2230896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2230902.000000 Penalty: 4685.825684
	Iteration 53Q: 3 clusters Score -2230902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2230906.500000 Penalty: 4685.825684
	Iteration 54Q: 3 clusters Score -2230906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2230907.000000 Penalty: 4685.825684
	Iteration 55Q: 3 clusters Score -2230907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2230907.250000 Penalty: 4685.825684
	Iteration 56Q: 3 clusters Score -2230907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2230912.000000 Penalty: 4685.825684
	Iteration 57Q: 3 clusters Score -2230912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2230922.000000 Penalty: 4685.825684
	Iteration 58Q: 3 clusters Score -2230922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2230930.500000 Penalty: 4685.825684
	Iteration 59Q: 3 clusters Score -2230930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2230940.750000 Penalty: 4685.825684
	Iteration 60F: 3 clusters Score -2230941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2230942.750000 Penalty: 4685.825684
	Iteration 61Q: 3 clusters Score -2230943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2230946.250000 Penalty: 4685.825684
	Iteration 62Q: 3 clusters Score -2230946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2230953.250000 Penalty: 4685.825684
	Iteration 63Q: 3 clusters Score -2230953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2230955.750000 Penalty: 4685.825684
	Iteration 64Q: 3 clusters Score -2230956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2230962.000000 Penalty: 4685.825684
	Iteration 65Q: 3 clusters Score -2230962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2230966.750000 Penalty: 4685.825684
	Iteration 66Q: 3 clusters Score -2230967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2230967.250000 Penalty: 4685.825684
	Iteration 67Q: 3 clusters Score -2230967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2230973.750000 Penalty: 4685.825684
	Iteration 68Q: 3 clusters Score -2230974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2230978.750000 Penalty: 4685.825684
	Iteration 69Q: 3 clusters Score -2230979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2230988.750000 Penalty: 4685.825684
	Iteration 70Q: 3 clusters Score -2230989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2230989.500000 Penalty: 4685.825684
	Iteration 71Q: 3 clusters Score -2230990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2230996.250000 Penalty: 4685.825684
	Iteration 72Q: 3 clusters Score -2230996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2230994.750000 Penalty: 4685.825684
	Iteration 73Q: 3 clusters Score -2230995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2230993.750000 Penalty: 4685.825684
	Iteration 74Q: 3 clusters Score -2230994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2230998.250000 Penalty: 4685.825684
	Iteration 75Q: 3 clusters Score -2230998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2230999.000000 Penalty: 4685.825684
	Iteration 76Q: 3 clusters Score -2230999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2230999.000000 Penalty: 4685.825684
	Iteration 77Q: 3 clusters Score -2230999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2231001.250000 Penalty: 4685.825684
	Iteration 78Q: 3 clusters Score -2231001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2231004.500000 Penalty: 4685.825684
	Iteration 79Q: 3 clusters Score -2231004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2231008.000000 Penalty: 4685.825684
	Iteration 80F: 3 clusters Score -2231008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2231006.000000 Penalty: 4685.825684
	Iteration 81Q: 3 clusters Score -2231006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2231006.000000 Penalty: 4685.825684
	Iteration 82F: 3 clusters Score -2231006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Entering Unmasked Estep 
Score: -9378061.000000 Penalty: 2694.780518
	Iteration 0F: 2 clusters Score -9378061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -9347344.000000 Penalty: 5389.561035
	Iteration 0F: 3 clusters Score -9347344 nChanged 24145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -9360716.000000 Penalty: 5389.561035
	Iteration 1F: 3 clusters Score -9360716 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -9361132.000000 Penalty: 5389.561035
	Iteration 2Q: 3 clusters Score -9361132 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -9361484.000000 Penalty: 5389.561035
	Iteration 3Q: 3 clusters Score -9361484 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -9361837.000000 Penalty: 5389.561035
	Iteration 4Q: 3 clusters Score -9361837 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -9362143.000000 Penalty: 5389.561035
	Iteration 5Q: 3 clusters Score -9362143 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -9362400.000000 Penalty: 5389.561035
	Iteration 6Q: 3 clusters Score -9362400 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -9362652.000000 Penalty: 5389.561035
	Iteration 7Q: 3 clusters Score -9362652 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -9363020.000000 Penalty: 5389.561035
	Iteration 8Q: 3 clusters Score -9363020 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -9363385.000000 Penalty: 5389.561035
	Iteration 9Q: 3 clusters Score -9363385 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -9363923.000000 Penalty: 5389.561035
	Iteration 10Q: 3 clusters Score -9363923 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -9364749.000000 Penalty: 5389.561035
	Iteration 11Q: 3 clusters Score -9364749 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -9365994.000000 Penalty: 5389.561035
	Iteration 12Q: 3 clusters Score -9365994 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -9367543.000000 Penalty: 5389.561035
	Iteration 13F: 3 clusters Score -9367543 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -9369678.000000 Penalty: 5389.561035
	Iteration 14F: 3 clusters Score -9369678 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -9371890.000000 Penalty: 5389.561035
	Iteration 15F: 3 clusters Score -9371890 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -9373526.000000 Penalty: 5389.561035
	Iteration 16F: 3 clusters Score -9373526 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -9374624.000000 Penalty: 5389.561035
	Iteration 17Q: 3 clusters Score -9374624 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -9375095.000000 Penalty: 5389.561035
	Iteration 18Q: 3 clusters Score -9375095 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9375381.000000 Penalty: 5389.561035
	Iteration 19Q: 3 clusters Score -9375381 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9375584.000000 Penalty: 5389.561035
	Iteration 20F: 3 clusters Score -9375584 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9375736.000000 Penalty: 5389.561035
	Iteration 21Q: 3 clusters Score -9375736 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9375818.000000 Penalty: 5389.561035
	Iteration 22Q: 3 clusters Score -9375818 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9375860.000000 Penalty: 5389.561035
	Iteration 23Q: 3 clusters Score -9375860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9375899.000000 Penalty: 5389.561035
	Iteration 24Q: 3 clusters Score -9375899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9375927.000000 Penalty: 5389.561035
	Iteration 25Q: 3 clusters Score -9375927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9375951.000000 Penalty: 5389.561035
	Iteration 26Q: 3 clusters Score -9375951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9375961.000000 Penalty: 5389.561035
	Iteration 27Q: 3 clusters Score -9375961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9375956.000000 Penalty: 5389.561035
	Iteration 28Q: 3 clusters Score -9375956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9375971.000000 Penalty: 5389.561035
	Iteration 29Q: 3 clusters Score -9375971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9375969.000000 Penalty: 5389.561035
	Iteration 30Q: 3 clusters Score -9375969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9375978.000000 Penalty: 5389.561035
	Iteration 31Q: 3 clusters Score -9375978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9375987.000000 Penalty: 5389.561035
	Iteration 32Q: 3 clusters Score -9375987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9375989.000000 Penalty: 5389.561035
	Iteration 33Q: 3 clusters Score -9375989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9375994.000000 Penalty: 5389.561035
	Iteration 34Q: 3 clusters Score -9375994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9375997.000000 Penalty: 5389.561035
	Iteration 35Q: 3 clusters Score -9375997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9375997.000000 Penalty: 5389.561035
	Iteration 36Q: 3 clusters Score -9375997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9376001.000000 Penalty: 5389.561035
	Iteration 37Q: 3 clusters Score -9376001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9376003.000000 Penalty: 5389.561035
	Iteration 38Q: 3 clusters Score -9376003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9376007.000000 Penalty: 5389.561035
	Iteration 39Q: 3 clusters Score -9376007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9376003.000000 Penalty: 5389.561035
	Iteration 40F: 3 clusters Score -9376003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9376010.000000 Penalty: 5389.561035
	Iteration 41Q: 3 clusters Score -9376010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9376008.000000 Penalty: 5389.561035
	Iteration 42Q: 3 clusters Score -9376008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9376009.000000 Penalty: 5389.561035
	Iteration 43Q: 3 clusters Score -9376009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9376003.000000 Penalty: 5389.561035
	Iteration 44Q: 3 clusters Score -9376003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9376000.000000 Penalty: 5389.561035
	Iteration 45Q: 3 clusters Score -9376000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9375993.000000 Penalty: 5389.561035
	Iteration 46Q: 3 clusters Score -9375993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9375993.000000 Penalty: 5389.561035
	Iteration 47F: 3 clusters Score -9375993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Entering Unmasked Estep 
Score: -7326994.500000 Penalty: 2635.241699
	Iteration 0F: 2 clusters Score -7326994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7299180.500000 Penalty: 5270.483398
	Iteration 0F: 3 clusters Score -7299180 nChanged 18993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -7309747.500000 Penalty: 5270.483398
	Iteration 1F: 3 clusters Score -7309748 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -7310421.500000 Penalty: 5270.483398
	Iteration 2Q: 3 clusters Score -7310422 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -7311209.000000 Penalty: 5270.483398
	Iteration 3Q: 3 clusters Score -7311209 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -7312265.500000 Penalty: 5270.483398
	Iteration 4F: 3 clusters Score -7312266 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -7313697.500000 Penalty: 5270.483398
	Iteration 5F: 3 clusters Score -7313698 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7315762.000000 Penalty: 5270.483398
	Iteration 6F: 3 clusters Score -7315762 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -7317900.000000 Penalty: 5270.483398
	Iteration 7F: 3 clusters Score -7317900 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -7319912.000000 Penalty: 5270.483398
	Iteration 8F: 3 clusters Score -7319912 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -7321439.500000 Penalty: 5270.483398
	Iteration 9F: 3 clusters Score -7321440 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -7322555.500000 Penalty: 5270.483398
	Iteration 10Q: 3 clusters Score -7322556 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -7323343.000000 Penalty: 5270.483398
	Iteration 11Q: 3 clusters Score -7323343 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7323929.500000 Penalty: 5270.483398
	Iteration 12Q: 3 clusters Score -7323930 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7324269.000000 Penalty: 5270.483398
	Iteration 13Q: 3 clusters Score -7324269 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -7324456.000000 Penalty: 5270.483398
	Iteration 14Q: 3 clusters Score -7324456 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -7324597.000000 Penalty: 5270.483398
	Iteration 15Q: 3 clusters Score -7324597 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7324668.500000 Penalty: 5270.483398
	Iteration 16Q: 3 clusters Score -7324668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -7324748.000000 Penalty: 5270.483398
	Iteration 17Q: 3 clusters Score -7324748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -7324815.500000 Penalty: 5270.483398
	Iteration 18Q: 3 clusters Score -7324816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7324854.500000 Penalty: 5270.483398
	Iteration 19Q: 3 clusters Score -7324854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7324877.000000 Penalty: 5270.483398
	Iteration 20F: 3 clusters Score -7324877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7324904.000000 Penalty: 5270.483398
	Iteration 21Q: 3 clusters Score -7324904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7324921.000000 Penalty: 5270.483398
	Iteration 22Q: 3 clusters Score -7324921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7324932.500000 Penalty: 5270.483398
	Iteration 23Q: 3 clusters Score -7324932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7324954.000000 Penalty: 5270.483398
	Iteration 24Q: 3 clusters Score -7324954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -7324959.000000 Penalty: 5270.483398
	Iteration 25Q: 3 clusters Score -7324959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -7324980.500000 Penalty: 5270.483398
	Iteration 26Q: 3 clusters Score -7324980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -7325009.500000 Penalty: 5270.483398
	Iteration 27Q: 3 clusters Score -7325010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7325035.000000 Penalty: 5270.483398
	Iteration 28Q: 3 clusters Score -7325035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7325065.000000 Penalty: 5270.483398
	Iteration 29Q: 3 clusters Score -7325065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -7325082.000000 Penalty: 5270.483398
	Iteration 30Q: 3 clusters Score -7325082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -7325100.000000 Penalty: 5270.483398
	Iteration 31Q: 3 clusters Score -7325100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -7325113.500000 Penalty: 5270.483398
	Iteration 32Q: 3 clusters Score -7325114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7325136.000000 Penalty: 5270.483398
	Iteration 33Q: 3 clusters Score -7325136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7325157.500000 Penalty: 5270.483398
	Iteration 34Q: 3 clusters Score -7325158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -7325175.000000 Penalty: 5270.483398
	Iteration 35Q: 3 clusters Score -7325175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -7325184.000000 Penalty: 5270.483398
	Iteration 36Q: 3 clusters Score -7325184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7325193.500000 Penalty: 5270.483398
	Iteration 37Q: 3 clusters Score -7325194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7325211.500000 Penalty: 5270.483398
	Iteration 38Q: 3 clusters Score -7325212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7325225.500000 Penalty: 5270.483398
	Iteration 39Q: 3 clusters Score -7325226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -7325230.500000 Penalty: 5270.483398
	Iteration 40F: 3 clusters Score -7325230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -7325229.000000 Penalty: 5270.483398
	Iteration 41Q: 3 clusters Score -7325229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7325235.500000 Penalty: 5270.483398
	Iteration 42Q: 3 clusters Score -7325236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7325245.000000 Penalty: 5270.483398
	Iteration 43Q: 3 clusters Score -7325245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -7325252.000000 Penalty: 5270.483398
	Iteration 44Q: 3 clusters Score -7325252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7325244.500000 Penalty: 5270.483398
	Iteration 45Q: 3 clusters Score -7325244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -7325249.500000 Penalty: 5270.483398
	Iteration 46Q: 3 clusters Score -7325250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -7325248.500000 Penalty: 5270.483398
	Iteration 47Q: 3 clusters Score -7325248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7325257.000000 Penalty: 5270.483398
	Iteration 48Q: 3 clusters Score -7325257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -7325259.000000 Penalty: 5270.483398
	Iteration 49Q: 3 clusters Score -7325259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -7325267.000000 Penalty: 5270.483398
	Iteration 50Q: 3 clusters Score -7325267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7325267.000000 Penalty: 5270.483398
	Iteration 51Q: 3 clusters Score -7325267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -7325266.000000 Penalty: 5270.483398
	Iteration 52Q: 3 clusters Score -7325266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -7325270.500000 Penalty: 5270.483398
	Iteration 53Q: 3 clusters Score -7325270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7325268.500000 Penalty: 5270.483398
	Iteration 54Q: 3 clusters Score -7325268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -7325269.500000 Penalty: 5270.483398
	Iteration 55Q: 3 clusters Score -7325270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -7325279.000000 Penalty: 5270.483398
	Iteration 56Q: 3 clusters Score -7325279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7325278.500000 Penalty: 5270.483398
	Iteration 57Q: 3 clusters Score -7325278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7325279.500000 Penalty: 5270.483398
	Iteration 58Q: 3 clusters Score -7325280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7325279.500000 Penalty: 5270.483398
	Iteration 59F: 3 clusters Score -7325280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Entering Unmasked Estep 
Score: -1844630.625000 Penalty: 2298.498047
	Iteration 0F: 2 clusters Score -1844631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1836600.500000 Penalty: 4596.996094
	Iteration 0F: 3 clusters Score -1836600 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1838887.125000 Penalty: 4596.996094
	Iteration 1F: 3 clusters Score -1838887 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1839176.000000 Penalty: 4596.996094
	Iteration 2F: 3 clusters Score -1839176 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1839382.750000 Penalty: 4596.996094
	Iteration 3Q: 3 clusters Score -1839383 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1839548.375000 Penalty: 4596.996094
	Iteration 4Q: 3 clusters Score -1839548 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1839687.875000 Penalty: 4596.996094
	Iteration 5Q: 3 clusters Score -1839688 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1839852.750000 Penalty: 4596.996094
	Iteration 6Q: 3 clusters Score -1839853 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1840056.250000 Penalty: 4596.996094
	Iteration 7Q: 3 clusters Score -1840056 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1840249.250000 Penalty: 4596.996094
	Iteration 8Q: 3 clusters Score -1840249 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1840393.000000 Penalty: 4596.996094
	Iteration 9Q: 3 clusters Score -1840393 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1840532.250000 Penalty: 4596.996094
	Iteration 10Q: 3 clusters Score -1840532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1840699.625000 Penalty: 4596.996094
	Iteration 11Q: 3 clusters Score -1840700 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1840889.375000 Penalty: 4596.996094
	Iteration 12Q: 3 clusters Score -1840889 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1841075.375000 Penalty: 4596.996094
	Iteration 13Q: 3 clusters Score -1841075 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1841251.000000 Penalty: 4596.996094
	Iteration 14Q: 3 clusters Score -1841251 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1841378.875000 Penalty: 4596.996094
	Iteration 15Q: 3 clusters Score -1841379 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1841481.125000 Penalty: 4596.996094
	Iteration 16Q: 3 clusters Score -1841481 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1841588.625000 Penalty: 4596.996094
	Iteration 17Q: 3 clusters Score -1841589 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1841716.375000 Penalty: 4596.996094
	Iteration 18Q: 3 clusters Score -1841716 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1841818.125000 Penalty: 4596.996094
	Iteration 19Q: 3 clusters Score -1841818 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1841919.625000 Penalty: 4596.996094
	Iteration 20F: 3 clusters Score -1841920 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1842018.500000 Penalty: 4596.996094
	Iteration 21Q: 3 clusters Score -1842018 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1842095.875000 Penalty: 4596.996094
	Iteration 22Q: 3 clusters Score -1842096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1842158.625000 Penalty: 4596.996094
	Iteration 23Q: 3 clusters Score -1842159 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1842227.500000 Penalty: 4596.996094
	Iteration 24Q: 3 clusters Score -1842228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1842296.625000 Penalty: 4596.996094
	Iteration 25Q: 3 clusters Score -1842297 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1842366.375000 Penalty: 4596.996094
	Iteration 26Q: 3 clusters Score -1842366 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1842409.500000 Penalty: 4596.996094
	Iteration 27Q: 3 clusters Score -1842410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1842445.375000 Penalty: 4596.996094
	Iteration 28Q: 3 clusters Score -1842445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1842473.500000 Penalty: 4596.996094
	Iteration 29Q: 3 clusters Score -1842474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1842506.125000 Penalty: 4596.996094
	Iteration 30Q: 3 clusters Score -1842506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1842532.625000 Penalty: 4596.996094
	Iteration 31Q: 3 clusters Score -1842533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1842553.250000 Penalty: 4596.996094
	Iteration 32Q: 3 clusters Score -1842553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1842577.250000 Penalty: 4596.996094
	Iteration 33Q: 3 clusters Score -1842577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1842591.500000 Penalty: 4596.996094
	Iteration 34Q: 3 clusters Score -1842592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1842607.250000 Penalty: 4596.996094
	Iteration 35Q: 3 clusters Score -1842607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1842621.250000 Penalty: 4596.996094
	Iteration 36Q: 3 clusters Score -1842621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1842638.500000 Penalty: 4596.996094
	Iteration 37Q: 3 clusters Score -1842638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1842650.000000 Penalty: 4596.996094
	Iteration 38Q: 3 clusters Score -1842650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1842657.375000 Penalty: 4596.996094
	Iteration 39Q: 3 clusters Score -1842657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1842660.125000 Penalty: 4596.996094
	Iteration 40F: 3 clusters Score -1842660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1842665.625000 Penalty: 4596.996094
	Iteration 41Q: 3 clusters Score -1842666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1842673.875000 Penalty: 4596.996094
	Iteration 42Q: 3 clusters Score -1842674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1842678.875000 Penalty: 4596.996094
	Iteration 43Q: 3 clusters Score -1842679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1842684.125000 Penalty: 4596.996094
	Iteration 44Q: 3 clusters Score -1842684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1842690.875000 Penalty: 4596.996094
	Iteration 45Q: 3 clusters Score -1842691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1842692.125000 Penalty: 4596.996094
	Iteration 46Q: 3 clusters Score -1842692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1842693.750000 Penalty: 4596.996094
	Iteration 47Q: 3 clusters Score -1842694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1842694.750000 Penalty: 4596.996094
	Iteration 48Q: 3 clusters Score -1842695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1842695.000000 Penalty: 4596.996094
	Iteration 49Q: 3 clusters Score -1842695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1842695.000000 Penalty: 4596.996094
	Iteration 50F: 3 clusters Score -1842695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Entering Unmasked Estep 
Score: -8323895.500000 Penalty: 2663.621826
	Iteration 0F: 2 clusters Score -8323896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -8294537.500000 Penalty: 5327.243652
	Iteration 0F: 3 clusters Score -8294538 nChanged 21052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -8305917.500000 Penalty: 5327.243652
	Iteration 1F: 3 clusters Score -8305918 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -8306568.000000 Penalty: 5327.243652
	Iteration 2Q: 3 clusters Score -8306568 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -8307397.500000 Penalty: 5327.243652
	Iteration 3Q: 3 clusters Score -8307398 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -8308650.500000 Penalty: 5327.243652
	Iteration 4F: 3 clusters Score -8308650 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -8310374.000000 Penalty: 5327.243652
	Iteration 5F: 3 clusters Score -8310374 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -8312680.000000 Penalty: 5327.243652
	Iteration 6F: 3 clusters Score -8312680 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8315556.500000 Penalty: 5327.243652
	Iteration 7F: 3 clusters Score -8315556 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8318177.000000 Penalty: 5327.243652
	Iteration 8F: 3 clusters Score -8318177 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8319973.000000 Penalty: 5327.243652
	Iteration 9F: 3 clusters Score -8319973 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8320865.500000 Penalty: 5327.243652
	Iteration 10Q: 3 clusters Score -8320866 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8321229.500000 Penalty: 5327.243652
	Iteration 11Q: 3 clusters Score -8321230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8321431.500000 Penalty: 5327.243652
	Iteration 12Q: 3 clusters Score -8321432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8321515.500000 Penalty: 5327.243652
	Iteration 13Q: 3 clusters Score -8321516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8321586.500000 Penalty: 5327.243652
	Iteration 14Q: 3 clusters Score -8321586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8321617.500000 Penalty: 5327.243652
	Iteration 15Q: 3 clusters Score -8321618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8321645.500000 Penalty: 5327.243652
	Iteration 16Q: 3 clusters Score -8321646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8321659.500000 Penalty: 5327.243652
	Iteration 17Q: 3 clusters Score -8321660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8321664.500000 Penalty: 5327.243652
	Iteration 18Q: 3 clusters Score -8321664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8321672.000000 Penalty: 5327.243652
	Iteration 19Q: 3 clusters Score -8321672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8321683.000000 Penalty: 5327.243652
	Iteration 20F: 3 clusters Score -8321683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8321684.000000 Penalty: 5327.243652
	Iteration 21Q: 3 clusters Score -8321684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8321682.500000 Penalty: 5327.243652
	Iteration 22Q: 3 clusters Score -8321682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8321690.500000 Penalty: 5327.243652
	Iteration 23Q: 3 clusters Score -8321690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8321692.000000 Penalty: 5327.243652
	Iteration 24Q: 3 clusters Score -8321692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8321690.500000 Penalty: 5327.243652
	Iteration 25Q: 3 clusters Score -8321690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8321689.000000 Penalty: 5327.243652
	Iteration 26Q: 3 clusters Score -8321689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8321696.500000 Penalty: 5327.243652
	Iteration 27Q: 3 clusters Score -8321696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8321696.500000 Penalty: 5327.243652
	Iteration 28F: 3 clusters Score -8321696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Entering Unmasked Estep 
Score: -7811104.000000 Penalty: 2645.230957
	Iteration 0F: 2 clusters Score -7811104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -7783009.000000 Penalty: 5290.461914
	Iteration 0F: 3 clusters Score -7783009 nChanged 19831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7793956.000000 Penalty: 5290.461914
	Iteration 1F: 3 clusters Score -7793956 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -7794475.000000 Penalty: 5290.461914
	Iteration 2Q: 3 clusters Score -7794475 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -7794867.500000 Penalty: 5290.461914
	Iteration 3Q: 3 clusters Score -7794868 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -7795244.500000 Penalty: 5290.461914
	Iteration 4Q: 3 clusters Score -7795244 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -7795652.000000 Penalty: 5290.461914
	Iteration 5Q: 3 clusters Score -7795652 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -7796194.000000 Penalty: 5290.461914
	Iteration 6Q: 3 clusters Score -7796194 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -7796949.000000 Penalty: 5290.461914
	Iteration 7Q: 3 clusters Score -7796949 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -7798079.500000 Penalty: 5290.461914
	Iteration 8Q: 3 clusters Score -7798080 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -7799547.500000 Penalty: 5290.461914
	Iteration 9F: 3 clusters Score -7799548 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7801144.500000 Penalty: 5290.461914
	Iteration 10F: 3 clusters Score -7801144 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -7802220.000000 Penalty: 5290.461914
	Iteration 11Q: 3 clusters Score -7802220 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -7802722.000000 Penalty: 5290.461914
	Iteration 12Q: 3 clusters Score -7802722 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -7802970.500000 Penalty: 5290.461914
	Iteration 13Q: 3 clusters Score -7802970 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -7803031.000000 Penalty: 5290.461914
	Iteration 14Q: 3 clusters Score -7803031 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -7803153.500000 Penalty: 5290.461914
	Iteration 15Q: 3 clusters Score -7803154 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -7803208.000000 Penalty: 5290.461914
	Iteration 16Q: 3 clusters Score -7803208 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -7803305.500000 Penalty: 5290.461914
	Iteration 17Q: 3 clusters Score -7803306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -7803370.500000 Penalty: 5290.461914
	Iteration 18Q: 3 clusters Score -7803370 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -7803399.000000 Penalty: 5290.461914
	Iteration 19Q: 3 clusters Score -7803399 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -7803427.500000 Penalty: 5290.461914
	Iteration 20F: 3 clusters Score -7803428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -7803485.000000 Penalty: 5290.461914
	Iteration 21Q: 3 clusters Score -7803485 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -7803581.500000 Penalty: 5290.461914
	Iteration 22Q: 3 clusters Score -7803582 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -7803668.500000 Penalty: 5290.461914
	Iteration 23Q: 3 clusters Score -7803668 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -7803729.000000 Penalty: 5290.461914
	Iteration 24Q: 3 clusters Score -7803729 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -7803800.500000 Penalty: 5290.461914
	Iteration 25Q: 3 clusters Score -7803800 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -7803927.500000 Penalty: 5290.461914
	Iteration 26Q: 3 clusters Score -7803928 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -7804030.000000 Penalty: 5290.461914
	Iteration 27Q: 3 clusters Score -7804030 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -7804145.000000 Penalty: 5290.461914
	Iteration 28Q: 3 clusters Score -7804145 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -7804272.000000 Penalty: 5290.461914
	Iteration 29Q: 3 clusters Score -7804272 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -7804370.000000 Penalty: 5290.461914
	Iteration 30Q: 3 clusters Score -7804370 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -7804458.000000 Penalty: 5290.461914
	Iteration 31Q: 3 clusters Score -7804458 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -7804606.000000 Penalty: 5290.461914
	Iteration 32Q: 3 clusters Score -7804606 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7804784.000000 Penalty: 5290.461914
	Iteration 33Q: 3 clusters Score -7804784 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -7804934.000000 Penalty: 5290.461914
	Iteration 34Q: 3 clusters Score -7804934 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -7805075.500000 Penalty: 5290.461914
	Iteration 35Q: 3 clusters Score -7805076 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -7805242.000000 Penalty: 5290.461914
	Iteration 36Q: 3 clusters Score -7805242 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -7805446.500000 Penalty: 5290.461914
	Iteration 37Q: 3 clusters Score -7805446 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -7805608.000000 Penalty: 5290.461914
	Iteration 38Q: 3 clusters Score -7805608 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -7805806.500000 Penalty: 5290.461914
	Iteration 39Q: 3 clusters Score -7805806 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -7805990.000000 Penalty: 5290.461914
	Iteration 40F: 3 clusters Score -7805990 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -7806230.000000 Penalty: 5290.461914
	Iteration 41Q: 3 clusters Score -7806230 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -7806468.500000 Penalty: 5290.461914
	Iteration 42Q: 3 clusters Score -7806468 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -7806651.000000 Penalty: 5290.461914
	Iteration 43Q: 3 clusters Score -7806651 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -7806890.500000 Penalty: 5290.461914
	Iteration 44Q: 3 clusters Score -7806890 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -7807092.000000 Penalty: 5290.461914
	Iteration 45Q: 3 clusters Score -7807092 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -7807289.500000 Penalty: 5290.461914
	Iteration 46Q: 3 clusters Score -7807290 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7807479.500000 Penalty: 5290.461914
	Iteration 47Q: 3 clusters Score -7807480 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -7807612.500000 Penalty: 5290.461914
	Iteration 48Q: 3 clusters Score -7807612 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7807778.000000 Penalty: 5290.461914
	Iteration 49Q: 3 clusters Score -7807778 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -7807909.500000 Penalty: 5290.461914
	Iteration 50Q: 3 clusters Score -7807910 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7808003.500000 Penalty: 5290.461914
	Iteration 51Q: 3 clusters Score -7808004 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7808134.500000 Penalty: 5290.461914
	Iteration 52Q: 3 clusters Score -7808134 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -7808262.000000 Penalty: 5290.461914
	Iteration 53Q: 3 clusters Score -7808262 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -7808352.000000 Penalty: 5290.461914
	Iteration 54Q: 3 clusters Score -7808352 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7808420.500000 Penalty: 5290.461914
	Iteration 55Q: 3 clusters Score -7808420 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7808505.000000 Penalty: 5290.461914
	Iteration 56Q: 3 clusters Score -7808505 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7808583.000000 Penalty: 5290.461914
	Iteration 57Q: 3 clusters Score -7808583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7808637.000000 Penalty: 5290.461914
	Iteration 58Q: 3 clusters Score -7808637 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7808682.000000 Penalty: 5290.461914
	Iteration 59Q: 3 clusters Score -7808682 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7808714.500000 Penalty: 5290.461914
	Iteration 60F: 3 clusters Score -7808714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7808748.500000 Penalty: 5290.461914
	Iteration 61Q: 3 clusters Score -7808748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7808762.000000 Penalty: 5290.461914
	Iteration 62Q: 3 clusters Score -7808762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7808764.000000 Penalty: 5290.461914
	Iteration 63Q: 3 clusters Score -7808764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7808782.500000 Penalty: 5290.461914
	Iteration 64Q: 3 clusters Score -7808782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7808793.000000 Penalty: 5290.461914
	Iteration 65Q: 3 clusters Score -7808793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7808821.500000 Penalty: 5290.461914
	Iteration 66Q: 3 clusters Score -7808822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7808820.000000 Penalty: 5290.461914
	Iteration 67Q: 3 clusters Score -7808820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7808824.000000 Penalty: 5290.461914
	Iteration 68Q: 3 clusters Score -7808824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7808848.000000 Penalty: 5290.461914
	Iteration 69Q: 3 clusters Score -7808848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7808871.500000 Penalty: 5290.461914
	Iteration 70Q: 3 clusters Score -7808872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7808882.500000 Penalty: 5290.461914
	Iteration 71Q: 3 clusters Score -7808882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7808907.000000 Penalty: 5290.461914
	Iteration 72Q: 3 clusters Score -7808907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7808912.000000 Penalty: 5290.461914
	Iteration 73Q: 3 clusters Score -7808912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7808905.000000 Penalty: 5290.461914
	Iteration 74Q: 3 clusters Score -7808905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7808911.500000 Penalty: 5290.461914
	Iteration 75Q: 3 clusters Score -7808912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7808906.000000 Penalty: 5290.461914
	Iteration 76Q: 3 clusters Score -7808906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7808924.000000 Penalty: 5290.461914
	Iteration 77Q: 3 clusters Score -7808924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7808939.500000 Penalty: 5290.461914
	Iteration 78Q: 3 clusters Score -7808940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7808951.000000 Penalty: 5290.461914
	Iteration 79Q: 3 clusters Score -7808951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7808965.500000 Penalty: 5290.461914
	Iteration 80F: 3 clusters Score -7808966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7808957.500000 Penalty: 5290.461914
	Iteration 81Q: 3 clusters Score -7808958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7808971.000000 Penalty: 5290.461914
	Iteration 82Q: 3 clusters Score -7808971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7808983.000000 Penalty: 5290.461914
	Iteration 83Q: 3 clusters Score -7808983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7808992.000000 Penalty: 5290.461914
	Iteration 84Q: 3 clusters Score -7808992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7808987.000000 Penalty: 5290.461914
	Iteration 85Q: 3 clusters Score -7808987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7808995.000000 Penalty: 5290.461914
	Iteration 86Q: 3 clusters Score -7808995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7808993.000000 Penalty: 5290.461914
	Iteration 87Q: 3 clusters Score -7808993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7808994.000000 Penalty: 5290.461914
	Iteration 88Q: 3 clusters Score -7808994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7808995.000000 Penalty: 5290.461914
	Iteration 89Q: 3 clusters Score -7808995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7809004.500000 Penalty: 5290.461914
	Iteration 90Q: 3 clusters Score -7809004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7809005.000000 Penalty: 5290.461914
	Iteration 91Q: 3 clusters Score -7809005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7809011.000000 Penalty: 5290.461914
	Iteration 92Q: 3 clusters Score -7809011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7809017.000000 Penalty: 5290.461914
	Iteration 93Q: 3 clusters Score -7809017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7809017.500000 Penalty: 5290.461914
	Iteration 94Q: 3 clusters Score -7809018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7809011.500000 Penalty: 5290.461914
	Iteration 95Q: 3 clusters Score -7809012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7809013.500000 Penalty: 5290.461914
	Iteration 96Q: 3 clusters Score -7809014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7809016.500000 Penalty: 5290.461914
	Iteration 97Q: 3 clusters Score -7809016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7809011.000000 Penalty: 5290.461914
	Iteration 98Q: 3 clusters Score -7809011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7809013.000000 Penalty: 5290.461914
	Iteration 99Q: 3 clusters Score -7809013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7809021.000000 Penalty: 5290.461914
	Iteration 100F: 3 clusters Score -7809021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7809020.500000 Penalty: 5290.461914
	Iteration 101Q: 3 clusters Score -7809020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7809031.500000 Penalty: 5290.461914
	Iteration 102Q: 3 clusters Score -7809032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7809025.000000 Penalty: 5290.461914
	Iteration 103Q: 3 clusters Score -7809025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7809022.000000 Penalty: 5290.461914
	Iteration 104Q: 3 clusters Score -7809022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7809029.500000 Penalty: 5290.461914
	Iteration 105Q: 3 clusters Score -7809030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7809036.500000 Penalty: 5290.461914
	Iteration 106Q: 3 clusters Score -7809036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7809033.000000 Penalty: 5290.461914
	Iteration 107Q: 3 clusters Score -7809033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7809030.000000 Penalty: 5290.461914
	Iteration 108Q: 3 clusters Score -7809030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7809039.000000 Penalty: 5290.461914
	Iteration 109Q: 3 clusters Score -7809039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7809029.000000 Penalty: 5290.461914
	Iteration 110Q: 3 clusters Score -7809029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7809029.000000 Penalty: 5290.461914
	Iteration 111Q: 3 clusters Score -7809029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7809032.500000 Penalty: 5290.461914
	Iteration 112Q: 3 clusters Score -7809032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7809035.000000 Penalty: 5290.461914
	Iteration 113Q: 3 clusters Score -7809035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7809039.000000 Penalty: 5290.461914
	Iteration 114Q: 3 clusters Score -7809039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7809042.000000 Penalty: 5290.461914
	Iteration 115Q: 3 clusters Score -7809042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7809042.500000 Penalty: 5290.461914
	Iteration 116Q: 3 clusters Score -7809042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7809045.000000 Penalty: 5290.461914
	Iteration 117Q: 3 clusters Score -7809045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7809055.000000 Penalty: 5290.461914
	Iteration 118Q: 3 clusters Score -7809055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7809055.000000 Penalty: 5290.461914
	Iteration 119F: 3 clusters Score -7809055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Entering Unmasked Estep 
Score: -8626929.000000 Penalty: 2671.522217
	Iteration 0F: 2 clusters Score -8626929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -8597322.000000 Penalty: 5343.044434
	Iteration 0F: 3 clusters Score -8597322 nChanged 21981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -8609541.000000 Penalty: 5343.044434
	Iteration 1F: 3 clusters Score -8609541 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -8610110.000000 Penalty: 5343.044434
	Iteration 2Q: 3 clusters Score -8610110 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -8610660.000000 Penalty: 5343.044434
	Iteration 3Q: 3 clusters Score -8610660 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -8611320.000000 Penalty: 5343.044434
	Iteration 4Q: 3 clusters Score -8611320 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -8612151.000000 Penalty: 5343.044434
	Iteration 5Q: 3 clusters Score -8612151 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -8613149.000000 Penalty: 5343.044434
	Iteration 6Q: 3 clusters Score -8613149 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -8614435.000000 Penalty: 5343.044434
	Iteration 7Q: 3 clusters Score -8614435 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -8616131.000000 Penalty: 5343.044434
	Iteration 8F: 3 clusters Score -8616131 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -8618027.000000 Penalty: 5343.044434
	Iteration 9F: 3 clusters Score -8618027 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -8619723.000000 Penalty: 5343.044434
	Iteration 10Q: 3 clusters Score -8619723 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -8621093.000000 Penalty: 5343.044434
	Iteration 11Q: 3 clusters Score -8621093 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -8622018.000000 Penalty: 5343.044434
	Iteration 12Q: 3 clusters Score -8622018 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -8622626.000000 Penalty: 5343.044434
	Iteration 13Q: 3 clusters Score -8622626 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -8623096.000000 Penalty: 5343.044434
	Iteration 14Q: 3 clusters Score -8623096 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8623444.000000 Penalty: 5343.044434
	Iteration 15Q: 3 clusters Score -8623444 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -8623679.000000 Penalty: 5343.044434
	Iteration 16Q: 3 clusters Score -8623679 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -8623886.000000 Penalty: 5343.044434
	Iteration 17Q: 3 clusters Score -8623886 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8624117.000000 Penalty: 5343.044434
	Iteration 18Q: 3 clusters Score -8624117 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -8624255.000000 Penalty: 5343.044434
	Iteration 19Q: 3 clusters Score -8624255 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8624427.000000 Penalty: 5343.044434
	Iteration 20F: 3 clusters Score -8624427 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8624497.000000 Penalty: 5343.044434
	Iteration 21Q: 3 clusters Score -8624497 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8624602.000000 Penalty: 5343.044434
	Iteration 22Q: 3 clusters Score -8624602 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8624657.000000 Penalty: 5343.044434
	Iteration 23Q: 3 clusters Score -8624657 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -8624688.000000 Penalty: 5343.044434
	Iteration 24Q: 3 clusters Score -8624688 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8624711.000000 Penalty: 5343.044434
	Iteration 25Q: 3 clusters Score -8624711 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8624759.000000 Penalty: 5343.044434
	Iteration 26Q: 3 clusters Score -8624759 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8624767.000000 Penalty: 5343.044434
	Iteration 27Q: 3 clusters Score -8624767 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8624796.000000 Penalty: 5343.044434
	Iteration 28Q: 3 clusters Score -8624796 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8624816.000000 Penalty: 5343.044434
	Iteration 29Q: 3 clusters Score -8624816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8624830.000000 Penalty: 5343.044434
	Iteration 30Q: 3 clusters Score -8624830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8624824.000000 Penalty: 5343.044434
	Iteration 31Q: 3 clusters Score -8624824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8624816.000000 Penalty: 5343.044434
	Iteration 32Q: 3 clusters Score -8624816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8624820.000000 Penalty: 5343.044434
	Iteration 33Q: 3 clusters Score -8624820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -8624811.000000 Penalty: 5343.044434
	Iteration 34Q: 3 clusters Score -8624811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8624821.000000 Penalty: 5343.044434
	Iteration 35Q: 3 clusters Score -8624821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8624831.000000 Penalty: 5343.044434
	Iteration 36Q: 3 clusters Score -8624831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8624821.000000 Penalty: 5343.044434
	Iteration 37Q: 3 clusters Score -8624821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -8624832.000000 Penalty: 5343.044434
	Iteration 38Q: 3 clusters Score -8624832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8624827.000000 Penalty: 5343.044434
	Iteration 39Q: 3 clusters Score -8624827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8624822.000000 Penalty: 5343.044434
	Iteration 40F: 3 clusters Score -8624822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8624836.000000 Penalty: 5343.044434
	Iteration 41Q: 3 clusters Score -8624836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -8624837.000000 Penalty: 5343.044434
	Iteration 42Q: 3 clusters Score -8624837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8624841.000000 Penalty: 5343.044434
	Iteration 43Q: 3 clusters Score -8624841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8624839.000000 Penalty: 5343.044434
	Iteration 44Q: 3 clusters Score -8624839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8624833.000000 Penalty: 5343.044434
	Iteration 45Q: 3 clusters Score -8624833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -8624838.000000 Penalty: 5343.044434
	Iteration 46Q: 3 clusters Score -8624838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -8624838.000000 Penalty: 5343.044434
	Iteration 47Q: 3 clusters Score -8624838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8624834.000000 Penalty: 5343.044434
	Iteration 48Q: 3 clusters Score -8624834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8624848.000000 Penalty: 5343.044434
	Iteration 49Q: 3 clusters Score -8624848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -8624870.000000 Penalty: 5343.044434
	Iteration 50Q: 3 clusters Score -8624870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8624865.000000 Penalty: 5343.044434
	Iteration 51Q: 3 clusters Score -8624865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -8624866.000000 Penalty: 5343.044434
	Iteration 52Q: 3 clusters Score -8624866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8624866.000000 Penalty: 5343.044434
	Iteration 53Q: 3 clusters Score -8624866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8624860.000000 Penalty: 5343.044434
	Iteration 54Q: 3 clusters Score -8624860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -8624861.000000 Penalty: 5343.044434
	Iteration 55Q: 3 clusters Score -8624861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -8624864.000000 Penalty: 5343.044434
	Iteration 56Q: 3 clusters Score -8624864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8624874.000000 Penalty: 5343.044434
	Iteration 57Q: 3 clusters Score -8624874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8624874.000000 Penalty: 5343.044434
	Iteration 58Q: 3 clusters Score -8624874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8624863.000000 Penalty: 5343.044434
	Iteration 59Q: 3 clusters Score -8624863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -8624878.000000 Penalty: 5343.044434
	Iteration 60F: 3 clusters Score -8624878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8624875.000000 Penalty: 5343.044434
	Iteration 61Q: 3 clusters Score -8624875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -8624883.000000 Penalty: 5343.044434
	Iteration 62Q: 3 clusters Score -8624883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8624881.000000 Penalty: 5343.044434
	Iteration 63Q: 3 clusters Score -8624881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -8624877.000000 Penalty: 5343.044434
	Iteration 64Q: 3 clusters Score -8624877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8624875.000000 Penalty: 5343.044434
	Iteration 65Q: 3 clusters Score -8624875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -8624879.000000 Penalty: 5343.044434
	Iteration 66Q: 3 clusters Score -8624879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8624876.000000 Penalty: 5343.044434
	Iteration 67Q: 3 clusters Score -8624876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8624879.000000 Penalty: 5343.044434
	Iteration 68Q: 3 clusters Score -8624879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -8624880.000000 Penalty: 5343.044434
	Iteration 69Q: 3 clusters Score -8624880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -8624877.000000 Penalty: 5343.044434
	Iteration 70Q: 3 clusters Score -8624877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -8624874.000000 Penalty: 5343.044434
	Iteration 71Q: 3 clusters Score -8624874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -8624883.000000 Penalty: 5343.044434
	Iteration 72Q: 3 clusters Score -8624883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8624882.000000 Penalty: 5343.044434
	Iteration 73Q: 3 clusters Score -8624882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -8624876.000000 Penalty: 5343.044434
	Iteration 74Q: 3 clusters Score -8624876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8624874.000000 Penalty: 5343.044434
	Iteration 75Q: 3 clusters Score -8624874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8624879.000000 Penalty: 5343.044434
	Iteration 76Q: 3 clusters Score -8624879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -8624875.000000 Penalty: 5343.044434
	Iteration 77Q: 3 clusters Score -8624875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8624882.000000 Penalty: 5343.044434
	Iteration 78Q: 3 clusters Score -8624882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8624881.000000 Penalty: 5343.044434
	Iteration 79Q: 3 clusters Score -8624881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -8624882.000000 Penalty: 5343.044434
	Iteration 80F: 3 clusters Score -8624882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8624877.000000 Penalty: 5343.044434
	Iteration 81Q: 3 clusters Score -8624877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -8624878.000000 Penalty: 5343.044434
	Iteration 82Q: 3 clusters Score -8624878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -8624874.000000 Penalty: 5343.044434
	Iteration 83Q: 3 clusters Score -8624874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8624877.000000 Penalty: 5343.044434
	Iteration 84Q: 3 clusters Score -8624877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -8624871.000000 Penalty: 5343.044434
	Iteration 85Q: 3 clusters Score -8624871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -8624867.000000 Penalty: 5343.044434
	Iteration 86Q: 3 clusters Score -8624867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -8624865.000000 Penalty: 5343.044434
	Iteration 87Q: 3 clusters Score -8624865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8624867.000000 Penalty: 5343.044434
	Iteration 88Q: 3 clusters Score -8624867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8624870.000000 Penalty: 5343.044434
	Iteration 89Q: 3 clusters Score -8624870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8624870.000000 Penalty: 5343.044434
	Iteration 90F: 3 clusters Score -8624870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Entering Unmasked Estep 
Score: -2998923.750000 Penalty: 2414.575684
	Iteration 0F: 2 clusters Score -2998924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2986883.000000 Penalty: 4829.151367
	Iteration 0F: 3 clusters Score -2986883 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2990935.250000 Penalty: 4829.151367
	Iteration 1F: 3 clusters Score -2990935 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2991361.000000 Penalty: 4829.151367
	Iteration 2F: 3 clusters Score -2991361 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2991682.750000 Penalty: 4829.151367
	Iteration 3Q: 3 clusters Score -2991683 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2991973.250000 Penalty: 4829.151367
	Iteration 4Q: 3 clusters Score -2991973 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2992233.000000 Penalty: 4829.151367
	Iteration 5Q: 3 clusters Score -2992233 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2992498.500000 Penalty: 4829.151367
	Iteration 6Q: 3 clusters Score -2992498 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2992784.750000 Penalty: 4829.151367
	Iteration 7Q: 3 clusters Score -2992785 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2993036.250000 Penalty: 4829.151367
	Iteration 8Q: 3 clusters Score -2993036 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2993270.000000 Penalty: 4829.151367
	Iteration 9Q: 3 clusters Score -2993270 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2993514.500000 Penalty: 4829.151367
	Iteration 10Q: 3 clusters Score -2993514 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2993766.750000 Penalty: 4829.151367
	Iteration 11Q: 3 clusters Score -2993767 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2994028.500000 Penalty: 4829.151367
	Iteration 12Q: 3 clusters Score -2994028 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2994321.750000 Penalty: 4829.151367
	Iteration 13Q: 3 clusters Score -2994322 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2994648.250000 Penalty: 4829.151367
	Iteration 14Q: 3 clusters Score -2994648 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2994966.500000 Penalty: 4829.151367
	Iteration 15Q: 3 clusters Score -2994966 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2995254.000000 Penalty: 4829.151367
	Iteration 16Q: 3 clusters Score -2995254 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2995517.000000 Penalty: 4829.151367
	Iteration 17Q: 3 clusters Score -2995517 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2995759.250000 Penalty: 4829.151367
	Iteration 18Q: 3 clusters Score -2995759 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2995953.000000 Penalty: 4829.151367
	Iteration 19Q: 3 clusters Score -2995953 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2996132.250000 Penalty: 4829.151367
	Iteration 20F: 3 clusters Score -2996132 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2996276.000000 Penalty: 4829.151367
	Iteration 21Q: 3 clusters Score -2996276 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2996394.500000 Penalty: 4829.151367
	Iteration 22Q: 3 clusters Score -2996394 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2996488.000000 Penalty: 4829.151367
	Iteration 23Q: 3 clusters Score -2996488 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2996552.750000 Penalty: 4829.151367
	Iteration 24Q: 3 clusters Score -2996553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2996617.500000 Penalty: 4829.151367
	Iteration 25Q: 3 clusters Score -2996618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2996678.250000 Penalty: 4829.151367
	Iteration 26Q: 3 clusters Score -2996678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2996730.250000 Penalty: 4829.151367
	Iteration 27Q: 3 clusters Score -2996730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2996763.000000 Penalty: 4829.151367
	Iteration 28Q: 3 clusters Score -2996763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2996796.500000 Penalty: 4829.151367
	Iteration 29Q: 3 clusters Score -2996796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2996825.750000 Penalty: 4829.151367
	Iteration 30Q: 3 clusters Score -2996826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2996841.500000 Penalty: 4829.151367
	Iteration 31Q: 3 clusters Score -2996842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2996859.750000 Penalty: 4829.151367
	Iteration 32Q: 3 clusters Score -2996860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2996877.250000 Penalty: 4829.151367
	Iteration 33Q: 3 clusters Score -2996877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2996883.750000 Penalty: 4829.151367
	Iteration 34Q: 3 clusters Score -2996884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2996902.750000 Penalty: 4829.151367
	Iteration 35Q: 3 clusters Score -2996903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2996911.750000 Penalty: 4829.151367
	Iteration 36Q: 3 clusters Score -2996912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2996927.000000 Penalty: 4829.151367
	Iteration 37Q: 3 clusters Score -2996927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2996939.750000 Penalty: 4829.151367
	Iteration 38Q: 3 clusters Score -2996940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2996937.500000 Penalty: 4829.151367
	Iteration 39Q: 3 clusters Score -2996938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2996936.250000 Penalty: 4829.151367
	Iteration 40F: 3 clusters Score -2996936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2996941.750000 Penalty: 4829.151367
	Iteration 41Q: 3 clusters Score -2996942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2996947.500000 Penalty: 4829.151367
	Iteration 42Q: 3 clusters Score -2996948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2996950.500000 Penalty: 4829.151367
	Iteration 43Q: 3 clusters Score -2996950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2996953.000000 Penalty: 4829.151367
	Iteration 44Q: 3 clusters Score -2996953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2996954.500000 Penalty: 4829.151367
	Iteration 45Q: 3 clusters Score -2996954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2996956.000000 Penalty: 4829.151367
	Iteration 46Q: 3 clusters Score -2996956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2996959.000000 Penalty: 4829.151367
	Iteration 47Q: 3 clusters Score -2996959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2996961.250000 Penalty: 4829.151367
	Iteration 48Q: 3 clusters Score -2996961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2996964.500000 Penalty: 4829.151367
	Iteration 49Q: 3 clusters Score -2996964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2996961.000000 Penalty: 4829.151367
	Iteration 50Q: 3 clusters Score -2996961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2996962.750000 Penalty: 4829.151367
	Iteration 51Q: 3 clusters Score -2996963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2996962.750000 Penalty: 4829.151367
	Iteration 52Q: 3 clusters Score -2996963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2996964.750000 Penalty: 4829.151367
	Iteration 53Q: 3 clusters Score -2996965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2996969.750000 Penalty: 4829.151367
	Iteration 54Q: 3 clusters Score -2996970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2996970.250000 Penalty: 4829.151367
	Iteration 55Q: 3 clusters Score -2996970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2996968.000000 Penalty: 4829.151367
	Iteration 56Q: 3 clusters Score -2996968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2996969.250000 Penalty: 4829.151367
	Iteration 57Q: 3 clusters Score -2996969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2996969.000000 Penalty: 4829.151367
	Iteration 58Q: 3 clusters Score -2996969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2996970.500000 Penalty: 4829.151367
	Iteration 59Q: 3 clusters Score -2996970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2996970.250000 Penalty: 4829.151367
	Iteration 60F: 3 clusters Score -2996970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Entering Unmasked Estep 
Score: -7954179.500000 Penalty: 2656.004639
	Iteration 0F: 2 clusters Score -7954180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -7925076.500000 Penalty: 5312.009277
	Iteration 0F: 3 clusters Score -7925076 nChanged 20534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -7936847.000000 Penalty: 5312.009277
	Iteration 1F: 3 clusters Score -7936847 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -7938372.000000 Penalty: 5312.009277
	Iteration 2F: 3 clusters Score -7938372 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -7940273.500000 Penalty: 5312.009277
	Iteration 3F: 3 clusters Score -7940274 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -7942569.500000 Penalty: 5312.009277
	Iteration 4F: 3 clusters Score -7942570 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -7945090.500000 Penalty: 5312.009277
	Iteration 5F: 3 clusters Score -7945090 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -7947520.500000 Penalty: 5312.009277
	Iteration 6F: 3 clusters Score -7947520 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -7949392.500000 Penalty: 5312.009277
	Iteration 7F: 3 clusters Score -7949392 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -7950642.500000 Penalty: 5312.009277
	Iteration 8Q: 3 clusters Score -7950642 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -7951650.000000 Penalty: 5312.009277
	Iteration 9Q: 3 clusters Score -7951650 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -7952453.000000 Penalty: 5312.009277
	Iteration 10Q: 3 clusters Score -7952453 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -7953142.000000 Penalty: 5312.009277
	Iteration 11Q: 3 clusters Score -7953142 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -7953560.000000 Penalty: 5312.009277
	Iteration 12Q: 3 clusters Score -7953560 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7953902.500000 Penalty: 5312.009277
	Iteration 13Q: 3 clusters Score -7953902 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -7954180.000000 Penalty: 5312.009277
	Iteration 14Q: 3 clusters Score -7954180 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7954347.500000 Penalty: 5312.009277
	Iteration 15Q: 3 clusters Score -7954348 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -7954492.000000 Penalty: 5312.009277
	Iteration 16Q: 3 clusters Score -7954492 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -7954612.500000 Penalty: 5312.009277
	Iteration 17Q: 3 clusters Score -7954612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7954708.500000 Penalty: 5312.009277
	Iteration 18Q: 3 clusters Score -7954708 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -7954807.500000 Penalty: 5312.009277
	Iteration 19Q: 3 clusters Score -7954808 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7954881.500000 Penalty: 5312.009277
	Iteration 20F: 3 clusters Score -7954882 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -7954928.000000 Penalty: 5312.009277
	Iteration 21Q: 3 clusters Score -7954928 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7954949.000000 Penalty: 5312.009277
	Iteration 22Q: 3 clusters Score -7954949 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -7954984.500000 Penalty: 5312.009277
	Iteration 23Q: 3 clusters Score -7954984 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7955012.000000 Penalty: 5312.009277
	Iteration 24Q: 3 clusters Score -7955012 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7955050.500000 Penalty: 5312.009277
	Iteration 25Q: 3 clusters Score -7955050 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -7955068.500000 Penalty: 5312.009277
	Iteration 26Q: 3 clusters Score -7955068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7955098.000000 Penalty: 5312.009277
	Iteration 27Q: 3 clusters Score -7955098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -7955095.500000 Penalty: 5312.009277
	Iteration 28Q: 3 clusters Score -7955096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7955082.000000 Penalty: 5312.009277
	Iteration 29Q: 3 clusters Score -7955082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7955099.500000 Penalty: 5312.009277
	Iteration 30Q: 3 clusters Score -7955100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -7955120.500000 Penalty: 5312.009277
	Iteration 31Q: 3 clusters Score -7955120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -7955117.500000 Penalty: 5312.009277
	Iteration 32Q: 3 clusters Score -7955118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -7955129.000000 Penalty: 5312.009277
	Iteration 33Q: 3 clusters Score -7955129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7955143.500000 Penalty: 5312.009277
	Iteration 34Q: 3 clusters Score -7955144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -7955143.000000 Penalty: 5312.009277
	Iteration 35Q: 3 clusters Score -7955143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7955148.500000 Penalty: 5312.009277
	Iteration 36Q: 3 clusters Score -7955148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -7955160.000000 Penalty: 5312.009277
	Iteration 37Q: 3 clusters Score -7955160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -7955149.000000 Penalty: 5312.009277
	Iteration 38Q: 3 clusters Score -7955149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -7955165.000000 Penalty: 5312.009277
	Iteration 39Q: 3 clusters Score -7955165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -7955168.500000 Penalty: 5312.009277
	Iteration 40F: 3 clusters Score -7955168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7955166.000000 Penalty: 5312.009277
	Iteration 41Q: 3 clusters Score -7955166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -7955160.000000 Penalty: 5312.009277
	Iteration 42Q: 3 clusters Score -7955160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7955165.000000 Penalty: 5312.009277
	Iteration 43Q: 3 clusters Score -7955165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7955159.500000 Penalty: 5312.009277
	Iteration 44Q: 3 clusters Score -7955160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -7955164.500000 Penalty: 5312.009277
	Iteration 45Q: 3 clusters Score -7955164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7955168.500000 Penalty: 5312.009277
	Iteration 46Q: 3 clusters Score -7955168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7955170.000000 Penalty: 5312.009277
	Iteration 47Q: 3 clusters Score -7955170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -7955161.500000 Penalty: 5312.009277
	Iteration 48Q: 3 clusters Score -7955162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -7955166.500000 Penalty: 5312.009277
	Iteration 49Q: 3 clusters Score -7955166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7955168.500000 Penalty: 5312.009277
	Iteration 50Q: 3 clusters Score -7955168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7955170.500000 Penalty: 5312.009277
	Iteration 51Q: 3 clusters Score -7955170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7955171.000000 Penalty: 5312.009277
	Iteration 52Q: 3 clusters Score -7955171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -7955168.500000 Penalty: 5312.009277
	Iteration 53Q: 3 clusters Score -7955168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7955169.000000 Penalty: 5312.009277
	Iteration 54Q: 3 clusters Score -7955169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -7955168.000000 Penalty: 5312.009277
	Iteration 55Q: 3 clusters Score -7955168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -7955176.000000 Penalty: 5312.009277
	Iteration 56Q: 3 clusters Score -7955176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -7955171.000000 Penalty: 5312.009277
	Iteration 57Q: 3 clusters Score -7955171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -7955171.000000 Penalty: 5312.009277
	Iteration 58F: 3 clusters Score -7955171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 46185 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 47680 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1792 members 
Mstep: Class 26 contains 28360 members 
Mstep: Class 27 contains 48102 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45563 members 
Mstep: Class 32 contains 49123 members 
Mstep: Class 33 contains 73893 members 
Mstep: Class 34 contains 48220 members 
Mstep: Class 35 contains 44653 members 
Mstep: Class 36 contains 42281 members 
Mstep: Class 37 contains 39991 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 40013 members 
Entering Unmasked Estep 
Score: -196393760.000000 Penalty: 134736.734375
Splitting cluster 21 changes total score from -196393408.000000 to -196393760.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (44936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Entering Unmasked Estep 
Score: -8099000.500000 Penalty: 2656.822754
	Iteration 0F: 2 clusters Score -8099000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8069752.000000 Penalty: 5313.645508
	Iteration 0F: 3 clusters Score -8069752 nChanged 20552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -8080877.500000 Penalty: 5313.645508
	Iteration 1F: 3 clusters Score -8080878 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -8081418.000000 Penalty: 5313.645508
	Iteration 2Q: 3 clusters Score -8081418 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -8082068.000000 Penalty: 5313.645508
	Iteration 3Q: 3 clusters Score -8082068 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -8082894.000000 Penalty: 5313.645508
	Iteration 4Q: 3 clusters Score -8082894 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -8084358.000000 Penalty: 5313.645508
	Iteration 5F: 3 clusters Score -8084358 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -8086378.500000 Penalty: 5313.645508
	Iteration 6F: 3 clusters Score -8086378 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -8089215.500000 Penalty: 5313.645508
	Iteration 7F: 3 clusters Score -8089216 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -8092320.500000 Penalty: 5313.645508
	Iteration 8F: 3 clusters Score -8092320 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -8094612.500000 Penalty: 5313.645508
	Iteration 9F: 3 clusters Score -8094612 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -8095786.500000 Penalty: 5313.645508
	Iteration 10Q: 3 clusters Score -8095786 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8096341.000000 Penalty: 5313.645508
	Iteration 11Q: 3 clusters Score -8096341 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -8096569.500000 Penalty: 5313.645508
	Iteration 12Q: 3 clusters Score -8096570 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8096700.000000 Penalty: 5313.645508
	Iteration 13Q: 3 clusters Score -8096700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -8096762.500000 Penalty: 5313.645508
	Iteration 14Q: 3 clusters Score -8096762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8096791.000000 Penalty: 5313.645508
	Iteration 15Q: 3 clusters Score -8096791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8096833.500000 Penalty: 5313.645508
	Iteration 16Q: 3 clusters Score -8096834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8096834.000000 Penalty: 5313.645508
	Iteration 17Q: 3 clusters Score -8096834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -8096844.000000 Penalty: 5313.645508
	Iteration 18Q: 3 clusters Score -8096844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8096861.500000 Penalty: 5313.645508
	Iteration 19Q: 3 clusters Score -8096862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8096865.500000 Penalty: 5313.645508
	Iteration 20F: 3 clusters Score -8096866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8096859.500000 Penalty: 5313.645508
	Iteration 21Q: 3 clusters Score -8096860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -8096869.500000 Penalty: 5313.645508
	Iteration 22Q: 3 clusters Score -8096870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8096865.500000 Penalty: 5313.645508
	Iteration 23Q: 3 clusters Score -8096866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8096868.000000 Penalty: 5313.645508
	Iteration 24Q: 3 clusters Score -8096868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8096872.500000 Penalty: 5313.645508
	Iteration 25Q: 3 clusters Score -8096872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8096872.500000 Penalty: 5313.645508
	Iteration 26F: 3 clusters Score -8096872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Entering Unmasked Estep 
Score: -1517478.750000 Penalty: 2245.488281
	Iteration 0F: 2 clusters Score -1517479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1510686.750000 Penalty: 4490.976562
	Iteration 0F: 3 clusters Score -1510687 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1512550.625000 Penalty: 4490.976562
	Iteration 1F: 3 clusters Score -1512551 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1512858.000000 Penalty: 4490.976562
	Iteration 2F: 3 clusters Score -1512858 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1513099.875000 Penalty: 4490.976562
	Iteration 3F: 3 clusters Score -1513100 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1513306.125000 Penalty: 4490.976562
	Iteration 4Q: 3 clusters Score -1513306 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1513504.625000 Penalty: 4490.976562
	Iteration 5Q: 3 clusters Score -1513505 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1513735.750000 Penalty: 4490.976562
	Iteration 6Q: 3 clusters Score -1513736 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1513984.500000 Penalty: 4490.976562
	Iteration 7Q: 3 clusters Score -1513984 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1514252.125000 Penalty: 4490.976562
	Iteration 8Q: 3 clusters Score -1514252 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1514504.125000 Penalty: 4490.976562
	Iteration 9Q: 3 clusters Score -1514504 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1514732.750000 Penalty: 4490.976562
	Iteration 10Q: 3 clusters Score -1514733 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1514929.250000 Penalty: 4490.976562
	Iteration 11Q: 3 clusters Score -1514929 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1515084.125000 Penalty: 4490.976562
	Iteration 12Q: 3 clusters Score -1515084 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1515198.250000 Penalty: 4490.976562
	Iteration 13Q: 3 clusters Score -1515198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1515289.500000 Penalty: 4490.976562
	Iteration 14Q: 3 clusters Score -1515290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1515354.500000 Penalty: 4490.976562
	Iteration 15Q: 3 clusters Score -1515354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1515403.500000 Penalty: 4490.976562
	Iteration 16Q: 3 clusters Score -1515404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1515440.375000 Penalty: 4490.976562
	Iteration 17Q: 3 clusters Score -1515440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1515472.000000 Penalty: 4490.976562
	Iteration 18Q: 3 clusters Score -1515472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1515503.000000 Penalty: 4490.976562
	Iteration 19Q: 3 clusters Score -1515503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1515524.125000 Penalty: 4490.976562
	Iteration 20F: 3 clusters Score -1515524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1515535.250000 Penalty: 4490.976562
	Iteration 21Q: 3 clusters Score -1515535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1515554.625000 Penalty: 4490.976562
	Iteration 22Q: 3 clusters Score -1515555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1515568.500000 Penalty: 4490.976562
	Iteration 23Q: 3 clusters Score -1515568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1515584.750000 Penalty: 4490.976562
	Iteration 24Q: 3 clusters Score -1515585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1515601.875000 Penalty: 4490.976562
	Iteration 25Q: 3 clusters Score -1515602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1515615.875000 Penalty: 4490.976562
	Iteration 26Q: 3 clusters Score -1515616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1515619.625000 Penalty: 4490.976562
	Iteration 27Q: 3 clusters Score -1515620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1515622.625000 Penalty: 4490.976562
	Iteration 28Q: 3 clusters Score -1515623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1515623.875000 Penalty: 4490.976562
	Iteration 29Q: 3 clusters Score -1515624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1515624.875000 Penalty: 4490.976562
	Iteration 30Q: 3 clusters Score -1515625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1515626.625000 Penalty: 4490.976562
	Iteration 31Q: 3 clusters Score -1515627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1515626.375000 Penalty: 4490.976562
	Iteration 32Q: 3 clusters Score -1515626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1515626.250000 Penalty: 4490.976562
	Iteration 33Q: 3 clusters Score -1515626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1515626.750000 Penalty: 4490.976562
	Iteration 34Q: 3 clusters Score -1515627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1515629.500000 Penalty: 4490.976562
	Iteration 35Q: 3 clusters Score -1515630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1515631.875000 Penalty: 4490.976562
	Iteration 36Q: 3 clusters Score -1515632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1515631.375000 Penalty: 4490.976562
	Iteration 37Q: 3 clusters Score -1515631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1515636.875000 Penalty: 4490.976562
	Iteration 38Q: 3 clusters Score -1515637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1515644.625000 Penalty: 4490.976562
	Iteration 39Q: 3 clusters Score -1515645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1515646.625000 Penalty: 4490.976562
	Iteration 40F: 3 clusters Score -1515647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1515649.750000 Penalty: 4490.976562
	Iteration 41Q: 3 clusters Score -1515650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1515649.625000 Penalty: 4490.976562
	Iteration 42Q: 3 clusters Score -1515650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1515648.875000 Penalty: 4490.976562
	Iteration 43Q: 3 clusters Score -1515649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1515650.125000 Penalty: 4490.976562
	Iteration 44Q: 3 clusters Score -1515650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1515655.000000 Penalty: 4490.976562
	Iteration 45Q: 3 clusters Score -1515655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1515654.125000 Penalty: 4490.976562
	Iteration 46Q: 3 clusters Score -1515654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1515657.500000 Penalty: 4490.976562
	Iteration 47Q: 3 clusters Score -1515658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1515658.500000 Penalty: 4490.976562
	Iteration 48Q: 3 clusters Score -1515658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1515662.000000 Penalty: 4490.976562
	Iteration 49Q: 3 clusters Score -1515662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1515662.000000 Penalty: 4490.976562
	Iteration 50F: 3 clusters Score -1515662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Entering Unmasked Estep 
Score: -2437642.250000 Penalty: 2365.009766
	Iteration 0F: 2 clusters Score -2437642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2427556.000000 Penalty: 4730.019531
	Iteration 0F: 3 clusters Score -2427556 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2430688.750000 Penalty: 4730.019531
	Iteration 1F: 3 clusters Score -2430689 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2431140.500000 Penalty: 4730.019531
	Iteration 2F: 3 clusters Score -2431140 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2431574.000000 Penalty: 4730.019531
	Iteration 3F: 3 clusters Score -2431574 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2432078.000000 Penalty: 4730.019531
	Iteration 4F: 3 clusters Score -2432078 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2432755.750000 Penalty: 4730.019531
	Iteration 5F: 3 clusters Score -2432756 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2433540.750000 Penalty: 4730.019531
	Iteration 6F: 3 clusters Score -2433541 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2434342.500000 Penalty: 4730.019531
	Iteration 7F: 3 clusters Score -2434342 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2435112.000000 Penalty: 4730.019531
	Iteration 8F: 3 clusters Score -2435112 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2435769.250000 Penalty: 4730.019531
	Iteration 9Q: 3 clusters Score -2435769 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2436450.250000 Penalty: 4730.019531
	Iteration 10Q: 3 clusters Score -2436450 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2436957.000000 Penalty: 4730.019531
	Iteration 11Q: 3 clusters Score -2436957 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2437222.250000 Penalty: 4730.019531
	Iteration 12Q: 3 clusters Score -2437222 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2437354.500000 Penalty: 4730.019531
	Iteration 13Q: 3 clusters Score -2437354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2437407.000000 Penalty: 4730.019531
	Iteration 14Q: 3 clusters Score -2437407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2437424.000000 Penalty: 4730.019531
	Iteration 15Q: 3 clusters Score -2437424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2437436.000000 Penalty: 4730.019531
	Iteration 16Q: 3 clusters Score -2437436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2437441.750000 Penalty: 4730.019531
	Iteration 17Q: 3 clusters Score -2437442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2437449.750000 Penalty: 4730.019531
	Iteration 18Q: 3 clusters Score -2437450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2437451.750000 Penalty: 4730.019531
	Iteration 19Q: 3 clusters Score -2437452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2437453.750000 Penalty: 4730.019531
	Iteration 20F: 3 clusters Score -2437454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2437457.250000 Penalty: 4730.019531
	Iteration 21Q: 3 clusters Score -2437457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2437457.250000 Penalty: 4730.019531
	Iteration 22Q: 3 clusters Score -2437457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2437457.000000 Penalty: 4730.019531
	Iteration 23Q: 3 clusters Score -2437457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2437458.500000 Penalty: 4730.019531
	Iteration 24Q: 3 clusters Score -2437458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2437458.750000 Penalty: 4730.019531
	Iteration 25Q: 3 clusters Score -2437459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2437459.250000 Penalty: 4730.019531
	Iteration 26Q: 3 clusters Score -2437459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2437460.500000 Penalty: 4730.019531
	Iteration 27Q: 3 clusters Score -2437460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2437461.250000 Penalty: 4730.019531
	Iteration 28Q: 3 clusters Score -2437461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2437464.500000 Penalty: 4730.019531
	Iteration 29Q: 3 clusters Score -2437464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2437463.750000 Penalty: 4730.019531
	Iteration 30Q: 3 clusters Score -2437464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2437463.000000 Penalty: 4730.019531
	Iteration 31Q: 3 clusters Score -2437463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2437464.250000 Penalty: 4730.019531
	Iteration 32Q: 3 clusters Score -2437464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2437466.500000 Penalty: 4730.019531
	Iteration 33Q: 3 clusters Score -2437466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2437466.500000 Penalty: 4730.019531
	Iteration 34F: 3 clusters Score -2437466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -278658.343750 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -278658.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -276204.843750 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -276204.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -277011.250000 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -277011.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -277610.625000 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -277610.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -278060.625000 Penalty: 3715.579346
	Iteration 3F: 3 clusters Score -278060.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -278376.093750 Penalty: 3715.579346
	Iteration 4F: 3 clusters Score -278376.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -278558.218750 Penalty: 3715.579346
	Iteration 5F: 3 clusters Score -278558.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -278672.437500 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -278672.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -278750.343750 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -278750.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -278796.875000 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -278796.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -278838.437500 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -278838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -278866.593750 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -278866.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -278892.093750 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -278892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -278900.093750 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -278900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -278903.406250 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -278903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -278909.906250 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -278909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -278913.218750 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -278913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -278913.031250 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -278913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -278913.031250 Penalty: 3715.579346
	Iteration 17F: 3 clusters Score -278913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 46185 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 47680 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 28360 members 
Mstep: Class 27 contains 48102 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45563 members 
Mstep: Class 32 contains 49123 members 
Mstep: Class 33 contains 73893 members 
Mstep: Class 34 contains 48220 members 
Mstep: Class 35 contains 44653 members 
Mstep: Class 36 contains 42281 members 
Mstep: Class 37 contains 39991 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 40013 members 
Mstep: Class 40 contains 673 members 
Entering Unmasked Estep 
Score: -196392496.000000 Penalty: 138191.531250
Splitting cluster 25 changes total score from -196393408.000000 to -196392496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (28360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Entering Unmasked Estep 
Score: -5130705.000000 Penalty: 2542.678223
	Iteration 0F: 2 clusters Score -5130705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5111224.000000 Penalty: 5085.356445
	Iteration 0F: 3 clusters Score -5111224 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5118103.500000 Penalty: 5085.356445
	Iteration 1F: 3 clusters Score -5118104 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -5118475.000000 Penalty: 5085.356445
	Iteration 2Q: 3 clusters Score -5118475 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -5118803.500000 Penalty: 5085.356445
	Iteration 3Q: 3 clusters Score -5118804 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -5119092.000000 Penalty: 5085.356445
	Iteration 4Q: 3 clusters Score -5119092 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5119352.500000 Penalty: 5085.356445
	Iteration 5Q: 3 clusters Score -5119352 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5119580.000000 Penalty: 5085.356445
	Iteration 6Q: 3 clusters Score -5119580 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5119823.000000 Penalty: 5085.356445
	Iteration 7Q: 3 clusters Score -5119823 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5120149.500000 Penalty: 5085.356445
	Iteration 8Q: 3 clusters Score -5120150 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5120632.000000 Penalty: 5085.356445
	Iteration 9Q: 3 clusters Score -5120632 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -5121283.500000 Penalty: 5085.356445
	Iteration 10Q: 3 clusters Score -5121284 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5122165.000000 Penalty: 5085.356445
	Iteration 11Q: 3 clusters Score -5122165 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -5123245.500000 Penalty: 5085.356445
	Iteration 12Q: 3 clusters Score -5123246 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -5124346.500000 Penalty: 5085.356445
	Iteration 13Q: 3 clusters Score -5124346 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -5125333.500000 Penalty: 5085.356445
	Iteration 14Q: 3 clusters Score -5125334 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5126016.500000 Penalty: 5085.356445
	Iteration 15Q: 3 clusters Score -5126016 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5126428.500000 Penalty: 5085.356445
	Iteration 16Q: 3 clusters Score -5126428 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5126701.000000 Penalty: 5085.356445
	Iteration 17Q: 3 clusters Score -5126701 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5126907.500000 Penalty: 5085.356445
	Iteration 18Q: 3 clusters Score -5126908 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5127101.500000 Penalty: 5085.356445
	Iteration 19Q: 3 clusters Score -5127102 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5127254.500000 Penalty: 5085.356445
	Iteration 20F: 3 clusters Score -5127254 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -5127369.500000 Penalty: 5085.356445
	Iteration 21Q: 3 clusters Score -5127370 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -5127486.000000 Penalty: 5085.356445
	Iteration 22Q: 3 clusters Score -5127486 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5127580.500000 Penalty: 5085.356445
	Iteration 23Q: 3 clusters Score -5127580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -5127643.000000 Penalty: 5085.356445
	Iteration 24Q: 3 clusters Score -5127643 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -5127689.000000 Penalty: 5085.356445
	Iteration 25Q: 3 clusters Score -5127689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5127752.500000 Penalty: 5085.356445
	Iteration 26Q: 3 clusters Score -5127752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5127804.500000 Penalty: 5085.356445
	Iteration 27Q: 3 clusters Score -5127804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -5127836.500000 Penalty: 5085.356445
	Iteration 28Q: 3 clusters Score -5127836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5127859.000000 Penalty: 5085.356445
	Iteration 29Q: 3 clusters Score -5127859 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5127892.500000 Penalty: 5085.356445
	Iteration 30Q: 3 clusters Score -5127892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -5127909.500000 Penalty: 5085.356445
	Iteration 31Q: 3 clusters Score -5127910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5127946.500000 Penalty: 5085.356445
	Iteration 32Q: 3 clusters Score -5127946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5127957.500000 Penalty: 5085.356445
	Iteration 33Q: 3 clusters Score -5127958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5127972.000000 Penalty: 5085.356445
	Iteration 34Q: 3 clusters Score -5127972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -5127987.500000 Penalty: 5085.356445
	Iteration 35Q: 3 clusters Score -5127988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5128007.500000 Penalty: 5085.356445
	Iteration 36Q: 3 clusters Score -5128008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5128014.500000 Penalty: 5085.356445
	Iteration 37Q: 3 clusters Score -5128014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -5128018.000000 Penalty: 5085.356445
	Iteration 38Q: 3 clusters Score -5128018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -5128030.000000 Penalty: 5085.356445
	Iteration 39Q: 3 clusters Score -5128030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -5128040.500000 Penalty: 5085.356445
	Iteration 40F: 3 clusters Score -5128040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5128042.500000 Penalty: 5085.356445
	Iteration 41Q: 3 clusters Score -5128042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -5128040.500000 Penalty: 5085.356445
	Iteration 42Q: 3 clusters Score -5128040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -5128056.000000 Penalty: 5085.356445
	Iteration 43Q: 3 clusters Score -5128056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5128059.000000 Penalty: 5085.356445
	Iteration 44Q: 3 clusters Score -5128059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -5128065.500000 Penalty: 5085.356445
	Iteration 45Q: 3 clusters Score -5128066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -5128069.000000 Penalty: 5085.356445
	Iteration 46Q: 3 clusters Score -5128069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5128071.000000 Penalty: 5085.356445
	Iteration 47Q: 3 clusters Score -5128071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5128061.000000 Penalty: 5085.356445
	Iteration 48Q: 3 clusters Score -5128061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -5128072.000000 Penalty: 5085.356445
	Iteration 49Q: 3 clusters Score -5128072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5128069.000000 Penalty: 5085.356445
	Iteration 50Q: 3 clusters Score -5128069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -5128070.000000 Penalty: 5085.356445
	Iteration 51Q: 3 clusters Score -5128070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5128072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5128080.500000 Penalty: 5085.356445
	Iteration 53Q: 3 clusters Score -5128080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5128080.500000 Penalty: 5085.356445
	Iteration 54Q: 3 clusters Score -5128080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5128093.000000 Penalty: 5085.356445
	Iteration 55Q: 3 clusters Score -5128093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -5128098.000000 Penalty: 5085.356445
	Iteration 56Q: 3 clusters Score -5128098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5128098.500000 Penalty: 5085.356445
	Iteration 57Q: 3 clusters Score -5128098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5128098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -5128093.000000 Penalty: 5085.356445
	Iteration 59Q: 3 clusters Score -5128093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -5128087.500000 Penalty: 5085.356445
	Iteration 60F: 3 clusters Score -5128088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5128091.500000 Penalty: 5085.356445
	Iteration 61Q: 3 clusters Score -5128092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5128108.500000 Penalty: 5085.356445
	Iteration 62Q: 3 clusters Score -5128108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5128105.000000 Penalty: 5085.356445
	Iteration 63Q: 3 clusters Score -5128105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -5128123.000000 Penalty: 5085.356445
	Iteration 64Q: 3 clusters Score -5128123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5128122.000000 Penalty: 5085.356445
	Iteration 65Q: 3 clusters Score -5128122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5128118.000000 Penalty: 5085.356445
	Iteration 66Q: 3 clusters Score -5128118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -5128127.000000 Penalty: 5085.356445
	Iteration 67Q: 3 clusters Score -5128127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5128126.000000 Penalty: 5085.356445
	Iteration 68Q: 3 clusters Score -5128126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -5128130.000000 Penalty: 5085.356445
	Iteration 69Q: 3 clusters Score -5128130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5128130.000000 Penalty: 5085.356445
	Iteration 70Q: 3 clusters Score -5128130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5128146.000000 Penalty: 5085.356445
	Iteration 71Q: 3 clusters Score -5128146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5128132.500000 Penalty: 5085.356445
	Iteration 72Q: 3 clusters Score -5128132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5128134.000000 Penalty: 5085.356445
	Iteration 73Q: 3 clusters Score -5128134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5128144.000000 Penalty: 5085.356445
	Iteration 74Q: 3 clusters Score -5128144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5128140.500000 Penalty: 5085.356445
	Iteration 75Q: 3 clusters Score -5128140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5128143.500000 Penalty: 5085.356445
	Iteration 76Q: 3 clusters Score -5128144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5128139.000000 Penalty: 5085.356445
	Iteration 77Q: 3 clusters Score -5128139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5128158.000000 Penalty: 5085.356445
	Iteration 78Q: 3 clusters Score -5128158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -5128165.000000 Penalty: 5085.356445
	Iteration 79Q: 3 clusters Score -5128165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5128177.000000 Penalty: 5085.356445
	Iteration 80F: 3 clusters Score -5128177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -5128182.000000 Penalty: 5085.356445
	Iteration 81Q: 3 clusters Score -5128182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -5128182.500000 Penalty: 5085.356445
	Iteration 82Q: 3 clusters Score -5128182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5128190.500000 Penalty: 5085.356445
	Iteration 83Q: 3 clusters Score -5128190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5128200.500000 Penalty: 5085.356445
	Iteration 84Q: 3 clusters Score -5128200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -5128216.000000 Penalty: 5085.356445
	Iteration 85Q: 3 clusters Score -5128216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5128215.000000 Penalty: 5085.356445
	Iteration 86Q: 3 clusters Score -5128215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -5128224.000000 Penalty: 5085.356445
	Iteration 87Q: 3 clusters Score -5128224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -5128220.500000 Penalty: 5085.356445
	Iteration 88Q: 3 clusters Score -5128220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -5128220.000000 Penalty: 5085.356445
	Iteration 89Q: 3 clusters Score -5128220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5128222.500000 Penalty: 5085.356445
	Iteration 90Q: 3 clusters Score -5128222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -5128221.000000 Penalty: 5085.356445
	Iteration 91Q: 3 clusters Score -5128221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5128231.500000 Penalty: 5085.356445
	Iteration 92Q: 3 clusters Score -5128232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5128222.000000 Penalty: 5085.356445
	Iteration 93Q: 3 clusters Score -5128222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5128223.500000 Penalty: 5085.356445
	Iteration 94Q: 3 clusters Score -5128224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5128230.500000 Penalty: 5085.356445
	Iteration 95Q: 3 clusters Score -5128230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -5128228.500000 Penalty: 5085.356445
	Iteration 96Q: 3 clusters Score -5128228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5128227.500000 Penalty: 5085.356445
	Iteration 97Q: 3 clusters Score -5128228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -5128228.500000 Penalty: 5085.356445
	Iteration 98Q: 3 clusters Score -5128228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -5128228.000000 Penalty: 5085.356445
	Iteration 99Q: 3 clusters Score -5128228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -5128226.000000 Penalty: 5085.356445
	Iteration 100F: 3 clusters Score -5128226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -5128223.000000 Penalty: 5085.356445
	Iteration 101Q: 3 clusters Score -5128223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -5128223.000000 Penalty: 5085.356445
	Iteration 102Q: 3 clusters Score -5128223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5128228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -5128224.000000 Penalty: 5085.356445
	Iteration 104Q: 3 clusters Score -5128224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5128224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -5128228.000000 Penalty: 5085.356445
	Iteration 106Q: 3 clusters Score -5128228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -5128231.500000 Penalty: 5085.356445
	Iteration 107Q: 3 clusters Score -5128232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5128235.000000 Penalty: 5085.356445
	Iteration 108Q: 3 clusters Score -5128235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5128231.000000 Penalty: 5085.356445
	Iteration 109Q: 3 clusters Score -5128231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -5128239.000000 Penalty: 5085.356445
	Iteration 110Q: 3 clusters Score -5128239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5128240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -5128248.500000 Penalty: 5085.356445
	Iteration 112Q: 3 clusters Score -5128248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -5128250.000000 Penalty: 5085.356445
	Iteration 113Q: 3 clusters Score -5128250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -5128262.500000 Penalty: 5085.356445
	Iteration 114Q: 3 clusters Score -5128262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -5128268.000000 Penalty: 5085.356445
	Iteration 115Q: 3 clusters Score -5128268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -5128273.000000 Penalty: 5085.356445
	Iteration 116Q: 3 clusters Score -5128273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -5128286.500000 Penalty: 5085.356445
	Iteration 117Q: 3 clusters Score -5128286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -5128289.500000 Penalty: 5085.356445
	Iteration 118Q: 3 clusters Score -5128290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -5128297.000000 Penalty: 5085.356445
	Iteration 119Q: 3 clusters Score -5128297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5128288.000000 Penalty: 5085.356445
	Iteration 120F: 3 clusters Score -5128288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5128296.000000 Penalty: 5085.356445
	Iteration 121Q: 3 clusters Score -5128296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5128297.500000 Penalty: 5085.356445
	Iteration 122Q: 3 clusters Score -5128298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5128305.500000 Penalty: 5085.356445
	Iteration 123Q: 3 clusters Score -5128306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -5128316.000000 Penalty: 5085.356445
	Iteration 124Q: 3 clusters Score -5128316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5128314.000000 Penalty: 5085.356445
	Iteration 125Q: 3 clusters Score -5128314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5128316.500000 Penalty: 5085.356445
	Iteration 126Q: 3 clusters Score -5128316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -5128316.000000 Penalty: 5085.356445
	Iteration 127Q: 3 clusters Score -5128316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5128324.000000 Penalty: 5085.356445
	Iteration 128Q: 3 clusters Score -5128324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -5128320.000000 Penalty: 5085.356445
	Iteration 129Q: 3 clusters Score -5128320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5128331.000000 Penalty: 5085.356445
	Iteration 130Q: 3 clusters Score -5128331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5128336.000000 Penalty: 5085.356445
	Iteration 131Q: 3 clusters Score -5128336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -5128342.000000 Penalty: 5085.356445
	Iteration 132Q: 3 clusters Score -5128342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5128346.000000 Penalty: 5085.356445
	Iteration 133Q: 3 clusters Score -5128346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5128354.000000 Penalty: 5085.356445
	Iteration 134Q: 3 clusters Score -5128354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5128346.000000 Penalty: 5085.356445
	Iteration 135Q: 3 clusters Score -5128346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -5128350.500000 Penalty: 5085.356445
	Iteration 136Q: 3 clusters Score -5128350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5128353.000000 Penalty: 5085.356445
	Iteration 137Q: 3 clusters Score -5128353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5128348.500000 Penalty: 5085.356445
	Iteration 138Q: 3 clusters Score -5128348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5128362.000000 Penalty: 5085.356445
	Iteration 139Q: 3 clusters Score -5128362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -5128360.500000 Penalty: 5085.356445
	Iteration 140F: 3 clusters Score -5128360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -5128363.000000 Penalty: 5085.356445
	Iteration 141Q: 3 clusters Score -5128363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -5128375.500000 Penalty: 5085.356445
	Iteration 142Q: 3 clusters Score -5128376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -5128378.500000 Penalty: 5085.356445
	Iteration 143Q: 3 clusters Score -5128378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5128387.500000 Penalty: 5085.356445
	Iteration 144Q: 3 clusters Score -5128388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5128383.500000 Penalty: 5085.356445
	Iteration 145Q: 3 clusters Score -5128384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5128389.000000 Penalty: 5085.356445
	Iteration 146Q: 3 clusters Score -5128389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -5128396.000000 Penalty: 5085.356445
	Iteration 147Q: 3 clusters Score -5128396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5128401.000000 Penalty: 5085.356445
	Iteration 148Q: 3 clusters Score -5128401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -5128403.500000 Penalty: 5085.356445
	Iteration 149Q: 3 clusters Score -5128404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -5128401.500000 Penalty: 5085.356445
	Iteration 150Q: 3 clusters Score -5128402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5128406.500000 Penalty: 5085.356445
	Iteration 151Q: 3 clusters Score -5128406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5128402.500000 Penalty: 5085.356445
	Iteration 152Q: 3 clusters Score -5128402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5128401.500000 Penalty: 5085.356445
	Iteration 153Q: 3 clusters Score -5128402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5128409.000000 Penalty: 5085.356445
	Iteration 154Q: 3 clusters Score -5128409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5128406.500000 Penalty: 5085.356445
	Iteration 155Q: 3 clusters Score -5128406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5128408.000000 Penalty: 5085.356445
	Iteration 156Q: 3 clusters Score -5128408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5128406.000000 Penalty: 5085.356445
	Iteration 157Q: 3 clusters Score -5128406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5128409.000000 Penalty: 5085.356445
	Iteration 158Q: 3 clusters Score -5128409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5128409.000000 Penalty: 5085.356445
	Iteration 159F: 3 clusters Score -5128409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Entering Unmasked Estep 
Score: -8708186.000000 Penalty: 2673.707764
	Iteration 0F: 2 clusters Score -8708186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -8677566.000000 Penalty: 5347.415527
	Iteration 0F: 3 clusters Score -8677566 nChanged 22185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8689805.000000 Penalty: 5347.415527
	Iteration 1F: 3 clusters Score -8689805 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -8690515.000000 Penalty: 5347.415527
	Iteration 2Q: 3 clusters Score -8690515 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -8691120.000000 Penalty: 5347.415527
	Iteration 3Q: 3 clusters Score -8691120 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8691758.000000 Penalty: 5347.415527
	Iteration 4Q: 3 clusters Score -8691758 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8692366.000000 Penalty: 5347.415527
	Iteration 5Q: 3 clusters Score -8692366 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -8693057.000000 Penalty: 5347.415527
	Iteration 6Q: 3 clusters Score -8693057 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -8693849.000000 Penalty: 5347.415527
	Iteration 7Q: 3 clusters Score -8693849 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -8694735.000000 Penalty: 5347.415527
	Iteration 8Q: 3 clusters Score -8694735 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -8695930.000000 Penalty: 5347.415527
	Iteration 9Q: 3 clusters Score -8695930 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -8697205.000000 Penalty: 5347.415527
	Iteration 10Q: 3 clusters Score -8697205 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -8698509.000000 Penalty: 5347.415527
	Iteration 11Q: 3 clusters Score -8698509 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -8699756.000000 Penalty: 5347.415527
	Iteration 12Q: 3 clusters Score -8699756 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -8700705.000000 Penalty: 5347.415527
	Iteration 13Q: 3 clusters Score -8700705 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -8701256.000000 Penalty: 5347.415527
	Iteration 14Q: 3 clusters Score -8701256 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -8701600.000000 Penalty: 5347.415527
	Iteration 15Q: 3 clusters Score -8701600 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -8701850.000000 Penalty: 5347.415527
	Iteration 16Q: 3 clusters Score -8701850 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -8702098.000000 Penalty: 5347.415527
	Iteration 17Q: 3 clusters Score -8702098 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -8702345.000000 Penalty: 5347.415527
	Iteration 18Q: 3 clusters Score -8702345 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -8702523.000000 Penalty: 5347.415527
	Iteration 19Q: 3 clusters Score -8702523 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8702690.000000 Penalty: 5347.415527
	Iteration 20F: 3 clusters Score -8702690 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -8702860.000000 Penalty: 5347.415527
	Iteration 21Q: 3 clusters Score -8702860 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -8703024.000000 Penalty: 5347.415527
	Iteration 22Q: 3 clusters Score -8703024 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -8703186.000000 Penalty: 5347.415527
	Iteration 23Q: 3 clusters Score -8703186 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -8703365.000000 Penalty: 5347.415527
	Iteration 24Q: 3 clusters Score -8703365 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -8703578.000000 Penalty: 5347.415527
	Iteration 25Q: 3 clusters Score -8703578 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -8703726.000000 Penalty: 5347.415527
	Iteration 26Q: 3 clusters Score -8703726 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -8703953.000000 Penalty: 5347.415527
	Iteration 27Q: 3 clusters Score -8703953 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -8704132.000000 Penalty: 5347.415527
	Iteration 28Q: 3 clusters Score -8704132 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8704352.000000 Penalty: 5347.415527
	Iteration 29Q: 3 clusters Score -8704352 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -8704559.000000 Penalty: 5347.415527
	Iteration 30Q: 3 clusters Score -8704559 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -8704735.000000 Penalty: 5347.415527
	Iteration 31Q: 3 clusters Score -8704735 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -8704945.000000 Penalty: 5347.415527
	Iteration 32Q: 3 clusters Score -8704945 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8705064.000000 Penalty: 5347.415527
	Iteration 33Q: 3 clusters Score -8705064 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8705206.000000 Penalty: 5347.415527
	Iteration 34Q: 3 clusters Score -8705206 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -8705316.000000 Penalty: 5347.415527
	Iteration 35Q: 3 clusters Score -8705316 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8705410.000000 Penalty: 5347.415527
	Iteration 36Q: 3 clusters Score -8705410 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8705498.000000 Penalty: 5347.415527
	Iteration 37Q: 3 clusters Score -8705498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8705550.000000 Penalty: 5347.415527
	Iteration 38Q: 3 clusters Score -8705550 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8705634.000000 Penalty: 5347.415527
	Iteration 39Q: 3 clusters Score -8705634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8705704.000000 Penalty: 5347.415527
	Iteration 40F: 3 clusters Score -8705704 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8705774.000000 Penalty: 5347.415527
	Iteration 41Q: 3 clusters Score -8705774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8705778.000000 Penalty: 5347.415527
	Iteration 42Q: 3 clusters Score -8705778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8705794.000000 Penalty: 5347.415527
	Iteration 43Q: 3 clusters Score -8705794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8705850.000000 Penalty: 5347.415527
	Iteration 44Q: 3 clusters Score -8705850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8705879.000000 Penalty: 5347.415527
	Iteration 45Q: 3 clusters Score -8705879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8705916.000000 Penalty: 5347.415527
	Iteration 46Q: 3 clusters Score -8705916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8705933.000000 Penalty: 5347.415527
	Iteration 47Q: 3 clusters Score -8705933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8705944.000000 Penalty: 5347.415527
	Iteration 48Q: 3 clusters Score -8705944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8705951.000000 Penalty: 5347.415527
	Iteration 49Q: 3 clusters Score -8705951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8705965.000000 Penalty: 5347.415527
	Iteration 50Q: 3 clusters Score -8705965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8705974.000000 Penalty: 5347.415527
	Iteration 51Q: 3 clusters Score -8705974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8705993.000000 Penalty: 5347.415527
	Iteration 52Q: 3 clusters Score -8705993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8706002.000000 Penalty: 5347.415527
	Iteration 53Q: 3 clusters Score -8706002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8705999.000000 Penalty: 5347.415527
	Iteration 54Q: 3 clusters Score -8705999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8705993.000000 Penalty: 5347.415527
	Iteration 55Q: 3 clusters Score -8705993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8705991.000000 Penalty: 5347.415527
	Iteration 56Q: 3 clusters Score -8705991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8706001.000000 Penalty: 5347.415527
	Iteration 57Q: 3 clusters Score -8706001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8705987.000000 Penalty: 5347.415527
	Iteration 58Q: 3 clusters Score -8705987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8705987.000000 Penalty: 5347.415527
	Iteration 59Q: 3 clusters Score -8705987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8705989.000000 Penalty: 5347.415527
	Iteration 60F: 3 clusters Score -8705989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -1451660.250000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -1451660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1445182.125000 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -1445182 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1447005.875000 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -1447006 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1447270.750000 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -1447271 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1447464.875000 Penalty: 4468.503906
	Iteration 3Q: 3 clusters Score -1447465 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1447644.375000 Penalty: 4468.503906
	Iteration 4Q: 3 clusters Score -1447644 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1447828.750000 Penalty: 4468.503906
	Iteration 5Q: 3 clusters Score -1447829 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1447999.875000 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -1448000 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1448170.000000 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -1448170 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1448360.375000 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -1448360 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1448539.875000 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -1448540 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1448699.250000 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -1448699 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1448865.625000 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -1448866 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1449016.875000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -1449017 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1449177.625000 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -1449178 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1449295.500000 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -1449296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1449383.375000 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -1449383 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1449459.625000 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -1449460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1449529.750000 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -1449530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1449577.250000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -1449577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1449605.250000 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -1449605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1449627.000000 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -1449627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1449635.250000 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -1449635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1449645.875000 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -1449646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1449649.625000 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -1449650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1449654.500000 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -1449654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1449654.875000 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -1449655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1449658.000000 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -1449658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1449661.375000 Penalty: 4468.503906
	Iteration 27Q: 3 clusters Score -1449661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1449662.125000 Penalty: 4468.503906
	Iteration 28Q: 3 clusters Score -1449662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1449663.375000 Penalty: 4468.503906
	Iteration 29Q: 3 clusters Score -1449663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1449663.375000 Penalty: 4468.503906
	Iteration 30F: 3 clusters Score -1449663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -195608.187500 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -195608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -193623.968750 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -193624 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195549.156250 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -195549.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -196320.031250 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -196320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196597.328125 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -196597.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196713.953125 Penalty: 3630.652832
	Iteration 4Q: 3 clusters Score -196714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196752.375000 Penalty: 3630.652832
	Iteration 5Q: 3 clusters Score -196752.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196782.828125 Penalty: 3630.652832
	Iteration 6Q: 3 clusters Score -196782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -196814.015625 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -196814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -196836.000000 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -196836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -196851.218750 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -196851.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -196867.406250 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -196867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196887.468750 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -196887.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -196907.984375 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -196908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196933.218750 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -196933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196955.031250 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -196955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -196965.625000 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -196965.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196987.265625 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -196987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -196997.562500 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -196997.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -197009.328125 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -197009.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -197016.218750 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -197016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197031.125000 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -197031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -197045.796875 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -197045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197051.312500 Penalty: 3630.652832
	Iteration 22Q: 3 clusters Score -197051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197060.390625 Penalty: 3630.652832
	Iteration 23Q: 3 clusters Score -197060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -197063.125000 Penalty: 3630.652832
	Iteration 24Q: 3 clusters Score -197063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197063.578125 Penalty: 3630.652832
	Iteration 25Q: 3 clusters Score -197063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -197065.171875 Penalty: 3630.652832
	Iteration 26Q: 3 clusters Score -197065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -197065.390625 Penalty: 3630.652832
	Iteration 27Q: 3 clusters Score -197065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -197065.390625 Penalty: 3630.652832
	Iteration 28F: 3 clusters Score -197065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 46185 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 47680 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1792 members 
Mstep: Class 26 contains 28360 members 
Mstep: Class 27 contains 48102 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 802 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45563 members 
Mstep: Class 32 contains 49123 members 
Mstep: Class 33 contains 73893 members 
Mstep: Class 34 contains 48220 members 
Mstep: Class 35 contains 44653 members 
Mstep: Class 36 contains 42281 members 
Mstep: Class 37 contains 39991 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 40013 members 
Mstep: Class 40 contains 708 members 
Entering Unmasked Estep 
Score: -196393568.000000 Penalty: 138191.531250
Splitting cluster 29 changes total score from -196393408.000000 to -196393568.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -261698.187500 Penalty: 1823.723145
	Iteration 0F: 2 clusters Score -261698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -259441.218750 Penalty: 3647.446289
	Iteration 0F: 3 clusters Score -259441.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -260190.937500 Penalty: 3647.446289
	Iteration 1F: 3 clusters Score -260190.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -260676.968750 Penalty: 3647.446289
	Iteration 2F: 3 clusters Score -260677 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -261030.078125 Penalty: 3647.446289
	Iteration 3F: 3 clusters Score -261030.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -261399.125000 Penalty: 3647.446289
	Iteration 4F: 3 clusters Score -261399.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -261710.968750 Penalty: 3647.446289
	Iteration 5F: 3 clusters Score -261711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -261898.390625 Penalty: 3647.446289
	Iteration 6F: 3 clusters Score -261898.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -262067.468750 Penalty: 3647.446289
	Iteration 7Q: 3 clusters Score -262067.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -262257.968750 Penalty: 3647.446289
	Iteration 8Q: 3 clusters Score -262258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -262389.906250 Penalty: 3647.446289
	Iteration 9Q: 3 clusters Score -262389.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -262456.468750 Penalty: 3647.446289
	Iteration 10Q: 3 clusters Score -262456.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -262498.718750 Penalty: 3647.446289
	Iteration 11Q: 3 clusters Score -262498.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -262529.062500 Penalty: 3647.446289
	Iteration 12Q: 3 clusters Score -262529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -262548.187500 Penalty: 3647.446289
	Iteration 13Q: 3 clusters Score -262548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -262564.406250 Penalty: 3647.446289
	Iteration 14Q: 3 clusters Score -262564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -262583.812500 Penalty: 3647.446289
	Iteration 15Q: 3 clusters Score -262583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -262595.281250 Penalty: 3647.446289
	Iteration 16Q: 3 clusters Score -262595.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -262604.406250 Penalty: 3647.446289
	Iteration 17Q: 3 clusters Score -262604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -262610.250000 Penalty: 3647.446289
	Iteration 18Q: 3 clusters Score -262610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -262619.093750 Penalty: 3647.446289
	Iteration 19Q: 3 clusters Score -262619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -262620.781250 Penalty: 3647.446289
	Iteration 20F: 3 clusters Score -262620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -262621.875000 Penalty: 3647.446289
	Iteration 21Q: 3 clusters Score -262621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -262621.875000 Penalty: 3647.446289
	Iteration 22F: 3 clusters Score -262621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 46185 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 47680 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1792 members 
Mstep: Class 26 contains 28360 members 
Mstep: Class 27 contains 48102 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 802 members 
Mstep: Class 30 contains 1126 members 
Mstep: Class 31 contains 45563 members 
Mstep: Class 32 contains 49123 members 
Mstep: Class 33 contains 73893 members 
Mstep: Class 34 contains 48220 members 
Mstep: Class 35 contains 44653 members 
Mstep: Class 36 contains 42281 members 
Mstep: Class 37 contains 39991 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 40013 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 436 members 
Entering Unmasked Estep 
Score: -196393120.000000 Penalty: 141646.312500
Splitting cluster 30 changes total score from -196393408.000000 to -196393120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (45563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Entering Unmasked Estep 
Score: -8104481.500000 Penalty: 2660.259277
	Iteration 0F: 2 clusters Score -8104482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -8074699.000000 Penalty: 5320.518555
	Iteration 0F: 3 clusters Score -8074699 nChanged 20959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8086392.000000 Penalty: 5320.518555
	Iteration 1F: 3 clusters Score -8086392 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -8086929.000000 Penalty: 5320.518555
	Iteration 2Q: 3 clusters Score -8086929 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -8087592.500000 Penalty: 5320.518555
	Iteration 3Q: 3 clusters Score -8087592 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -8088322.500000 Penalty: 5320.518555
	Iteration 4Q: 3 clusters Score -8088322 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -8089361.500000 Penalty: 5320.518555
	Iteration 5Q: 3 clusters Score -8089362 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -8090784.000000 Penalty: 5320.518555
	Iteration 6F: 3 clusters Score -8090784 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -8092566.000000 Penalty: 5320.518555
	Iteration 7F: 3 clusters Score -8092566 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -8094783.000000 Penalty: 5320.518555
	Iteration 8F: 3 clusters Score -8094783 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -8097145.000000 Penalty: 5320.518555
	Iteration 9F: 3 clusters Score -8097145 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -8099129.500000 Penalty: 5320.518555
	Iteration 10F: 3 clusters Score -8099130 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -8100448.000000 Penalty: 5320.518555
	Iteration 11Q: 3 clusters Score -8100448 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -8101142.000000 Penalty: 5320.518555
	Iteration 12Q: 3 clusters Score -8101142 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -8101590.000000 Penalty: 5320.518555
	Iteration 13Q: 3 clusters Score -8101590 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8101959.000000 Penalty: 5320.518555
	Iteration 14Q: 3 clusters Score -8101959 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -8102232.000000 Penalty: 5320.518555
	Iteration 15Q: 3 clusters Score -8102232 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8102449.000000 Penalty: 5320.518555
	Iteration 16Q: 3 clusters Score -8102449 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -8102604.000000 Penalty: 5320.518555
	Iteration 17Q: 3 clusters Score -8102604 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8102684.500000 Penalty: 5320.518555
	Iteration 18Q: 3 clusters Score -8102684 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8102759.000000 Penalty: 5320.518555
	Iteration 19Q: 3 clusters Score -8102759 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -8102825.500000 Penalty: 5320.518555
	Iteration 20F: 3 clusters Score -8102826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -8102883.500000 Penalty: 5320.518555
	Iteration 21Q: 3 clusters Score -8102884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8102901.000000 Penalty: 5320.518555
	Iteration 22Q: 3 clusters Score -8102901 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8102913.000000 Penalty: 5320.518555
	Iteration 23Q: 3 clusters Score -8102913 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -8102951.500000 Penalty: 5320.518555
	Iteration 24Q: 3 clusters Score -8102952 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8102987.500000 Penalty: 5320.518555
	Iteration 25Q: 3 clusters Score -8102988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8102999.500000 Penalty: 5320.518555
	Iteration 26Q: 3 clusters Score -8103000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8103041.000000 Penalty: 5320.518555
	Iteration 27Q: 3 clusters Score -8103041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8103054.500000 Penalty: 5320.518555
	Iteration 28Q: 3 clusters Score -8103054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8103069.000000 Penalty: 5320.518555
	Iteration 29Q: 3 clusters Score -8103069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8103083.500000 Penalty: 5320.518555
	Iteration 30Q: 3 clusters Score -8103084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8103099.000000 Penalty: 5320.518555
	Iteration 31Q: 3 clusters Score -8103099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8103111.500000 Penalty: 5320.518555
	Iteration 32Q: 3 clusters Score -8103112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8103137.000000 Penalty: 5320.518555
	Iteration 33Q: 3 clusters Score -8103137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8103115.000000 Penalty: 5320.518555
	Iteration 34Q: 3 clusters Score -8103115 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8103132.000000 Penalty: 5320.518555
	Iteration 35Q: 3 clusters Score -8103132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8103133.000000 Penalty: 5320.518555
	Iteration 36Q: 3 clusters Score -8103133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8103135.000000 Penalty: 5320.518555
	Iteration 37Q: 3 clusters Score -8103135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8103138.000000 Penalty: 5320.518555
	Iteration 38Q: 3 clusters Score -8103138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8103147.000000 Penalty: 5320.518555
	Iteration 39Q: 3 clusters Score -8103147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8103138.000000 Penalty: 5320.518555
	Iteration 40F: 3 clusters Score -8103138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8103132.500000 Penalty: 5320.518555
	Iteration 41Q: 3 clusters Score -8103132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8103142.000000 Penalty: 5320.518555
	Iteration 42Q: 3 clusters Score -8103142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8103146.500000 Penalty: 5320.518555
	Iteration 43Q: 3 clusters Score -8103146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8103163.000000 Penalty: 5320.518555
	Iteration 44Q: 3 clusters Score -8103163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8103168.500000 Penalty: 5320.518555
	Iteration 45Q: 3 clusters Score -8103168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8103152.000000 Penalty: 5320.518555
	Iteration 46Q: 3 clusters Score -8103152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8103148.500000 Penalty: 5320.518555
	Iteration 47Q: 3 clusters Score -8103148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8103151.000000 Penalty: 5320.518555
	Iteration 48Q: 3 clusters Score -8103151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8103152.500000 Penalty: 5320.518555
	Iteration 49Q: 3 clusters Score -8103152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8103157.000000 Penalty: 5320.518555
	Iteration 50Q: 3 clusters Score -8103157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8103175.000000 Penalty: 5320.518555
	Iteration 51Q: 3 clusters Score -8103175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8103180.000000 Penalty: 5320.518555
	Iteration 52Q: 3 clusters Score -8103180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8103182.000000 Penalty: 5320.518555
	Iteration 53Q: 3 clusters Score -8103182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8103176.000000 Penalty: 5320.518555
	Iteration 54Q: 3 clusters Score -8103176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8103181.000000 Penalty: 5320.518555
	Iteration 55Q: 3 clusters Score -8103181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8103178.500000 Penalty: 5320.518555
	Iteration 56Q: 3 clusters Score -8103178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8103176.500000 Penalty: 5320.518555
	Iteration 57Q: 3 clusters Score -8103176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8103178.500000 Penalty: 5320.518555
	Iteration 58Q: 3 clusters Score -8103178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8103178.000000 Penalty: 5320.518555
	Iteration 59Q: 3 clusters Score -8103178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8103182.000000 Penalty: 5320.518555
	Iteration 60F: 3 clusters Score -8103182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8103194.500000 Penalty: 5320.518555
	Iteration 61Q: 3 clusters Score -8103194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8103191.000000 Penalty: 5320.518555
	Iteration 62Q: 3 clusters Score -8103191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8103186.500000 Penalty: 5320.518555
	Iteration 63Q: 3 clusters Score -8103186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8103192.500000 Penalty: 5320.518555
	Iteration 64Q: 3 clusters Score -8103192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8103195.500000 Penalty: 5320.518555
	Iteration 65Q: 3 clusters Score -8103196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8103196.500000 Penalty: 5320.518555
	Iteration 66Q: 3 clusters Score -8103196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8103196.000000 Penalty: 5320.518555
	Iteration 67Q: 3 clusters Score -8103196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8103205.500000 Penalty: 5320.518555
	Iteration 68Q: 3 clusters Score -8103206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8103205.500000 Penalty: 5320.518555
	Iteration 69F: 3 clusters Score -8103206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (49123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Entering Unmasked Estep 
Score: -8730277.000000 Penalty: 2678.916504
	Iteration 0F: 2 clusters Score -8730277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8699527.000000 Penalty: 5357.833008
	Iteration 0F: 3 clusters Score -8699527 nChanged 22571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8712061.000000 Penalty: 5357.833008
	Iteration 1F: 3 clusters Score -8712061 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -8712736.000000 Penalty: 5357.833008
	Iteration 2Q: 3 clusters Score -8712736 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -8713466.000000 Penalty: 5357.833008
	Iteration 3Q: 3 clusters Score -8713466 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -8714347.000000 Penalty: 5357.833008
	Iteration 4Q: 3 clusters Score -8714347 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -8715737.000000 Penalty: 5357.833008
	Iteration 5F: 3 clusters Score -8715737 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -8717940.000000 Penalty: 5357.833008
	Iteration 6F: 3 clusters Score -8717940 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -8720879.000000 Penalty: 5357.833008
	Iteration 7F: 3 clusters Score -8720879 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -8723996.000000 Penalty: 5357.833008
	Iteration 8F: 3 clusters Score -8723996 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8726165.000000 Penalty: 5357.833008
	Iteration 9F: 3 clusters Score -8726165 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8727321.000000 Penalty: 5357.833008
	Iteration 10Q: 3 clusters Score -8727321 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8727863.000000 Penalty: 5357.833008
	Iteration 11Q: 3 clusters Score -8727863 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8728143.000000 Penalty: 5357.833008
	Iteration 12Q: 3 clusters Score -8728143 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8728222.000000 Penalty: 5357.833008
	Iteration 13Q: 3 clusters Score -8728222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8728297.000000 Penalty: 5357.833008
	Iteration 14Q: 3 clusters Score -8728297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8728342.000000 Penalty: 5357.833008
	Iteration 15Q: 3 clusters Score -8728342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8728354.000000 Penalty: 5357.833008
	Iteration 16Q: 3 clusters Score -8728354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8728382.000000 Penalty: 5357.833008
	Iteration 17Q: 3 clusters Score -8728382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8728406.000000 Penalty: 5357.833008
	Iteration 18Q: 3 clusters Score -8728406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8728394.000000 Penalty: 5357.833008
	Iteration 19Q: 3 clusters Score -8728394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8728405.000000 Penalty: 5357.833008
	Iteration 20F: 3 clusters Score -8728405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8728399.000000 Penalty: 5357.833008
	Iteration 21Q: 3 clusters Score -8728399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8728401.000000 Penalty: 5357.833008
	Iteration 22Q: 3 clusters Score -8728401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8728412.000000 Penalty: 5357.833008
	Iteration 23Q: 3 clusters Score -8728412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8728412.000000 Penalty: 5357.833008
	Iteration 24Q: 3 clusters Score -8728412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8728407.000000 Penalty: 5357.833008
	Iteration 25Q: 3 clusters Score -8728407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8728417.000000 Penalty: 5357.833008
	Iteration 26Q: 3 clusters Score -8728417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8728412.000000 Penalty: 5357.833008
	Iteration 27Q: 3 clusters Score -8728412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8728412.000000 Penalty: 5357.833008
	Iteration 28Q: 3 clusters Score -8728412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8728416.000000 Penalty: 5357.833008
	Iteration 29Q: 3 clusters Score -8728416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8728417.000000 Penalty: 5357.833008
	Iteration 30Q: 3 clusters Score -8728417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8728423.000000 Penalty: 5357.833008
	Iteration 31Q: 3 clusters Score -8728423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8728434.000000 Penalty: 5357.833008
	Iteration 32Q: 3 clusters Score -8728434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8728435.000000 Penalty: 5357.833008
	Iteration 33Q: 3 clusters Score -8728435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8728438.000000 Penalty: 5357.833008
	Iteration 34Q: 3 clusters Score -8728438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8728436.000000 Penalty: 5357.833008
	Iteration 35Q: 3 clusters Score -8728436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8728443.000000 Penalty: 5357.833008
	Iteration 36Q: 3 clusters Score -8728443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8728444.000000 Penalty: 5357.833008
	Iteration 37Q: 3 clusters Score -8728444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8728449.000000 Penalty: 5357.833008
	Iteration 38Q: 3 clusters Score -8728449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8728452.000000 Penalty: 5357.833008
	Iteration 39Q: 3 clusters Score -8728452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8728448.000000 Penalty: 5357.833008
	Iteration 40F: 3 clusters Score -8728448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8728453.000000 Penalty: 5357.833008
	Iteration 41Q: 3 clusters Score -8728453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8728448.000000 Penalty: 5357.833008
	Iteration 42Q: 3 clusters Score -8728448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8728450.000000 Penalty: 5357.833008
	Iteration 43Q: 3 clusters Score -8728450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8728447.000000 Penalty: 5357.833008
	Iteration 44Q: 3 clusters Score -8728447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8728448.000000 Penalty: 5357.833008
	Iteration 45Q: 3 clusters Score -8728448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8728448.000000 Penalty: 5357.833008
	Iteration 46F: 3 clusters Score -8728448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (73893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Entering Unmasked Estep 
Score: -13011550.000000 Penalty: 2780.172363
	Iteration 0F: 2 clusters Score -1.301155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -12969230.000000 Penalty: 5560.344727
	Iteration 0F: 3 clusters Score -1.296923e+07 nChanged 34657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -12988437.000000 Penalty: 5560.344727
	Iteration 1F: 3 clusters Score -1.298844e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -12989044.000000 Penalty: 5560.344727
	Iteration 2Q: 3 clusters Score -1.298904e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -12989840.000000 Penalty: 5560.344727
	Iteration 3Q: 3 clusters Score -1.298984e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -12990713.000000 Penalty: 5560.344727
	Iteration 4Q: 3 clusters Score -1.299071e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -12991631.000000 Penalty: 5560.344727
	Iteration 5Q: 3 clusters Score -1.299163e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -12992643.000000 Penalty: 5560.344727
	Iteration 6Q: 3 clusters Score -1.299264e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -12993657.000000 Penalty: 5560.344727
	Iteration 7Q: 3 clusters Score -1.299366e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -12994946.000000 Penalty: 5560.344727
	Iteration 8Q: 3 clusters Score -1.299495e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -12996318.000000 Penalty: 5560.344727
	Iteration 9Q: 3 clusters Score -1.299632e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -12997745.000000 Penalty: 5560.344727
	Iteration 10Q: 3 clusters Score -1.299774e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -12999427.000000 Penalty: 5560.344727
	Iteration 11Q: 3 clusters Score -1.299943e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -13001053.000000 Penalty: 5560.344727
	Iteration 12Q: 3 clusters Score -1.300105e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -13002350.000000 Penalty: 5560.344727
	Iteration 13Q: 3 clusters Score -1.300235e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -13003062.000000 Penalty: 5560.344727
	Iteration 14Q: 3 clusters Score -1.300306e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -13003314.000000 Penalty: 5560.344727
	Iteration 15Q: 3 clusters Score -1.300331e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -13003489.000000 Penalty: 5560.344727
	Iteration 16Q: 3 clusters Score -1.300349e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -13003628.000000 Penalty: 5560.344727
	Iteration 17Q: 3 clusters Score -1.300363e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -13003778.000000 Penalty: 5560.344727
	Iteration 18Q: 3 clusters Score -1.300378e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -13003851.000000 Penalty: 5560.344727
	Iteration 19Q: 3 clusters Score -1.300385e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -13003971.000000 Penalty: 5560.344727
	Iteration 20F: 3 clusters Score -1.300397e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -13004075.000000 Penalty: 5560.344727
	Iteration 21Q: 3 clusters Score -1.300408e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -13004242.000000 Penalty: 5560.344727
	Iteration 22Q: 3 clusters Score -1.300424e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -13004446.000000 Penalty: 5560.344727
	Iteration 23Q: 3 clusters Score -1.300445e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -13004690.000000 Penalty: 5560.344727
	Iteration 24Q: 3 clusters Score -1.300469e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -13004789.000000 Penalty: 5560.344727
	Iteration 25Q: 3 clusters Score -1.300479e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -13004877.000000 Penalty: 5560.344727
	Iteration 26Q: 3 clusters Score -1.300488e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -13005056.000000 Penalty: 5560.344727
	Iteration 27Q: 3 clusters Score -1.300506e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -13005151.000000 Penalty: 5560.344727
	Iteration 28Q: 3 clusters Score -1.300515e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -13005366.000000 Penalty: 5560.344727
	Iteration 29Q: 3 clusters Score -1.300537e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -13005551.000000 Penalty: 5560.344727
	Iteration 30Q: 3 clusters Score -1.300555e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -13005768.000000 Penalty: 5560.344727
	Iteration 31Q: 3 clusters Score -1.300577e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -13005905.000000 Penalty: 5560.344727
	Iteration 32Q: 3 clusters Score -1.30059e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -13006083.000000 Penalty: 5560.344727
	Iteration 33Q: 3 clusters Score -1.300608e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -13006207.000000 Penalty: 5560.344727
	Iteration 34Q: 3 clusters Score -1.300621e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -13006349.000000 Penalty: 5560.344727
	Iteration 35Q: 3 clusters Score -1.300635e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -13006468.000000 Penalty: 5560.344727
	Iteration 36Q: 3 clusters Score -1.300647e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -13006637.000000 Penalty: 5560.344727
	Iteration 37Q: 3 clusters Score -1.300664e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -13006744.000000 Penalty: 5560.344727
	Iteration 38Q: 3 clusters Score -1.300674e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -13006832.000000 Penalty: 5560.344727
	Iteration 39Q: 3 clusters Score -1.300683e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -13006948.000000 Penalty: 5560.344727
	Iteration 40F: 3 clusters Score -1.300695e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -13007088.000000 Penalty: 5560.344727
	Iteration 41Q: 3 clusters Score -1.300709e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -13007185.000000 Penalty: 5560.344727
	Iteration 42Q: 3 clusters Score -1.300718e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -13007218.000000 Penalty: 5560.344727
	Iteration 43Q: 3 clusters Score -1.300722e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -13007293.000000 Penalty: 5560.344727
	Iteration 44Q: 3 clusters Score -1.300729e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -13007320.000000 Penalty: 5560.344727
	Iteration 45Q: 3 clusters Score -1.300732e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -13007331.000000 Penalty: 5560.344727
	Iteration 46Q: 3 clusters Score -1.300733e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -13007387.000000 Penalty: 5560.344727
	Iteration 47Q: 3 clusters Score -1.300739e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -13007404.000000 Penalty: 5560.344727
	Iteration 48Q: 3 clusters Score -1.30074e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -13007441.000000 Penalty: 5560.344727
	Iteration 49Q: 3 clusters Score -1.300744e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -13007455.000000 Penalty: 5560.344727
	Iteration 50Q: 3 clusters Score -1.300746e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -13007500.000000 Penalty: 5560.344727
	Iteration 51Q: 3 clusters Score -1.30075e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -13007487.000000 Penalty: 5560.344727
	Iteration 52Q: 3 clusters Score -1.300749e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -13007499.000000 Penalty: 5560.344727
	Iteration 53Q: 3 clusters Score -1.30075e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -13007505.000000 Penalty: 5560.344727
	Iteration 54Q: 3 clusters Score -1.30075e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -13007501.000000 Penalty: 5560.344727
	Iteration 55Q: 3 clusters Score -1.30075e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -13007550.000000 Penalty: 5560.344727
	Iteration 56Q: 3 clusters Score -1.300755e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -13007605.000000 Penalty: 5560.344727
	Iteration 57Q: 3 clusters Score -1.30076e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -13007631.000000 Penalty: 5560.344727
	Iteration 58Q: 3 clusters Score -1.300763e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -13007621.000000 Penalty: 5560.344727
	Iteration 59Q: 3 clusters Score -1.300762e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -13007696.000000 Penalty: 5560.344727
	Iteration 60F: 3 clusters Score -1.30077e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -13007708.000000 Penalty: 5560.344727
	Iteration 61Q: 3 clusters Score -1.300771e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -13007735.000000 Penalty: 5560.344727
	Iteration 62Q: 3 clusters Score -1.300774e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -13007766.000000 Penalty: 5560.344727
	Iteration 63Q: 3 clusters Score -1.300777e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -13007797.000000 Penalty: 5560.344727
	Iteration 64Q: 3 clusters Score -1.30078e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -13007795.000000 Penalty: 5560.344727
	Iteration 65Q: 3 clusters Score -1.30078e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -13007794.000000 Penalty: 5560.344727
	Iteration 66Q: 3 clusters Score -1.300779e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -13007785.000000 Penalty: 5560.344727
	Iteration 67Q: 3 clusters Score -1.300778e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -13007809.000000 Penalty: 5560.344727
	Iteration 68Q: 3 clusters Score -1.300781e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -13007801.000000 Penalty: 5560.344727
	Iteration 69Q: 3 clusters Score -1.30078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -13007817.000000 Penalty: 5560.344727
	Iteration 70Q: 3 clusters Score -1.300782e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -13007795.000000 Penalty: 5560.344727
	Iteration 71Q: 3 clusters Score -1.30078e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -13007811.000000 Penalty: 5560.344727
	Iteration 72Q: 3 clusters Score -1.300781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -13007833.000000 Penalty: 5560.344727
	Iteration 73Q: 3 clusters Score -1.300783e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -13007848.000000 Penalty: 5560.344727
	Iteration 74Q: 3 clusters Score -1.300785e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -13007823.000000 Penalty: 5560.344727
	Iteration 75Q: 3 clusters Score -1.300782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -13007846.000000 Penalty: 5560.344727
	Iteration 76Q: 3 clusters Score -1.300785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -13007858.000000 Penalty: 5560.344727
	Iteration 77Q: 3 clusters Score -1.300786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -13007836.000000 Penalty: 5560.344727
	Iteration 78Q: 3 clusters Score -1.300784e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -13007833.000000 Penalty: 5560.344727
	Iteration 79Q: 3 clusters Score -1.300783e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -13007836.000000 Penalty: 5560.344727
	Iteration 80F: 3 clusters Score -1.300784e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -13007871.000000 Penalty: 5560.344727
	Iteration 81Q: 3 clusters Score -1.300787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -13007881.000000 Penalty: 5560.344727
	Iteration 82Q: 3 clusters Score -1.300788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -13007887.000000 Penalty: 5560.344727
	Iteration 83Q: 3 clusters Score -1.300789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -13007880.000000 Penalty: 5560.344727
	Iteration 84Q: 3 clusters Score -1.300788e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -13007911.000000 Penalty: 5560.344727
	Iteration 85Q: 3 clusters Score -1.300791e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -13007897.000000 Penalty: 5560.344727
	Iteration 86Q: 3 clusters Score -1.30079e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -13007920.000000 Penalty: 5560.344727
	Iteration 87Q: 3 clusters Score -1.300792e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -13007932.000000 Penalty: 5560.344727
	Iteration 88Q: 3 clusters Score -1.300793e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -13007973.000000 Penalty: 5560.344727
	Iteration 89Q: 3 clusters Score -1.300797e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -13007973.000000 Penalty: 5560.344727
	Iteration 90Q: 3 clusters Score -1.300797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -13007964.000000 Penalty: 5560.344727
	Iteration 91Q: 3 clusters Score -1.300796e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -13007975.000000 Penalty: 5560.344727
	Iteration 92Q: 3 clusters Score -1.300798e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -13007985.000000 Penalty: 5560.344727
	Iteration 93Q: 3 clusters Score -1.300798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -13008017.000000 Penalty: 5560.344727
	Iteration 94Q: 3 clusters Score -1.300802e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -13008003.000000 Penalty: 5560.344727
	Iteration 95Q: 3 clusters Score -1.3008e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -13008004.000000 Penalty: 5560.344727
	Iteration 96Q: 3 clusters Score -1.3008e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -13008010.000000 Penalty: 5560.344727
	Iteration 97Q: 3 clusters Score -1.300801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -13008026.000000 Penalty: 5560.344727
	Iteration 98Q: 3 clusters Score -1.300803e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -13008072.000000 Penalty: 5560.344727
	Iteration 99Q: 3 clusters Score -1.300807e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -13008087.000000 Penalty: 5560.344727
	Iteration 100F: 3 clusters Score -1.300809e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -13008102.000000 Penalty: 5560.344727
	Iteration 101Q: 3 clusters Score -1.30081e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -13008130.000000 Penalty: 5560.344727
	Iteration 102Q: 3 clusters Score -1.300813e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -13008153.000000 Penalty: 5560.344727
	Iteration 103Q: 3 clusters Score -1.300815e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -13008153.000000 Penalty: 5560.344727
	Iteration 104Q: 3 clusters Score -1.300815e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -13008171.000000 Penalty: 5560.344727
	Iteration 105Q: 3 clusters Score -1.300817e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -13008178.000000 Penalty: 5560.344727
	Iteration 106Q: 3 clusters Score -1.300818e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -13008191.000000 Penalty: 5560.344727
	Iteration 107Q: 3 clusters Score -1.300819e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -13008182.000000 Penalty: 5560.344727
	Iteration 108Q: 3 clusters Score -1.300818e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -13008204.000000 Penalty: 5560.344727
	Iteration 109Q: 3 clusters Score -1.30082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -13008193.000000 Penalty: 5560.344727
	Iteration 110Q: 3 clusters Score -1.300819e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -13008219.000000 Penalty: 5560.344727
	Iteration 111Q: 3 clusters Score -1.300822e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -13008242.000000 Penalty: 5560.344727
	Iteration 112Q: 3 clusters Score -1.300824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -13008221.000000 Penalty: 5560.344727
	Iteration 113Q: 3 clusters Score -1.300822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -13008235.000000 Penalty: 5560.344727
	Iteration 114Q: 3 clusters Score -1.300824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -13008212.000000 Penalty: 5560.344727
	Iteration 115Q: 3 clusters Score -1.300821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -13008220.000000 Penalty: 5560.344727
	Iteration 116Q: 3 clusters Score -1.300822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -13008219.000000 Penalty: 5560.344727
	Iteration 117Q: 3 clusters Score -1.300822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -13008243.000000 Penalty: 5560.344727
	Iteration 118Q: 3 clusters Score -1.300824e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -13008235.000000 Penalty: 5560.344727
	Iteration 119Q: 3 clusters Score -1.300824e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -13008237.000000 Penalty: 5560.344727
	Iteration 120F: 3 clusters Score -1.300824e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -13008238.000000 Penalty: 5560.344727
	Iteration 121Q: 3 clusters Score -1.300824e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -13008255.000000 Penalty: 5560.344727
	Iteration 122Q: 3 clusters Score -1.300826e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -13008271.000000 Penalty: 5560.344727
	Iteration 123Q: 3 clusters Score -1.300827e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -13008266.000000 Penalty: 5560.344727
	Iteration 124Q: 3 clusters Score -1.300827e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -13008300.000000 Penalty: 5560.344727
	Iteration 125Q: 3 clusters Score -1.30083e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -13008309.000000 Penalty: 5560.344727
	Iteration 126Q: 3 clusters Score -1.300831e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -13008309.000000 Penalty: 5560.344727
	Iteration 127Q: 3 clusters Score -1.300831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -13008340.000000 Penalty: 5560.344727
	Iteration 128Q: 3 clusters Score -1.300834e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -13008330.000000 Penalty: 5560.344727
	Iteration 129Q: 3 clusters Score -1.300833e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -13008338.000000 Penalty: 5560.344727
	Iteration 130Q: 3 clusters Score -1.300834e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -13008345.000000 Penalty: 5560.344727
	Iteration 131Q: 3 clusters Score -1.300834e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -13008330.000000 Penalty: 5560.344727
	Iteration 132Q: 3 clusters Score -1.300833e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -13008365.000000 Penalty: 5560.344727
	Iteration 133Q: 3 clusters Score -1.300836e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -13008352.000000 Penalty: 5560.344727
	Iteration 134Q: 3 clusters Score -1.300835e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -13008372.000000 Penalty: 5560.344727
	Iteration 135Q: 3 clusters Score -1.300837e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -13008388.000000 Penalty: 5560.344727
	Iteration 136Q: 3 clusters Score -1.300839e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -13008387.000000 Penalty: 5560.344727
	Iteration 137Q: 3 clusters Score -1.300839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -13008393.000000 Penalty: 5560.344727
	Iteration 138Q: 3 clusters Score -1.300839e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -13008420.000000 Penalty: 5560.344727
	Iteration 139Q: 3 clusters Score -1.300842e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -13008433.000000 Penalty: 5560.344727
	Iteration 140F: 3 clusters Score -1.300843e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -13008467.000000 Penalty: 5560.344727
	Iteration 141Q: 3 clusters Score -1.300847e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -13008461.000000 Penalty: 5560.344727
	Iteration 142Q: 3 clusters Score -1.300846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -13008473.000000 Penalty: 5560.344727
	Iteration 143Q: 3 clusters Score -1.300847e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -13008474.000000 Penalty: 5560.344727
	Iteration 144Q: 3 clusters Score -1.300847e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -13008501.000000 Penalty: 5560.344727
	Iteration 145Q: 3 clusters Score -1.30085e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -13008511.000000 Penalty: 5560.344727
	Iteration 146Q: 3 clusters Score -1.300851e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -13008505.000000 Penalty: 5560.344727
	Iteration 147Q: 3 clusters Score -1.30085e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -13008504.000000 Penalty: 5560.344727
	Iteration 148Q: 3 clusters Score -1.30085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -13008539.000000 Penalty: 5560.344727
	Iteration 149Q: 3 clusters Score -1.300854e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -13008559.000000 Penalty: 5560.344727
	Iteration 150Q: 3 clusters Score -1.300856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -13008557.000000 Penalty: 5560.344727
	Iteration 151Q: 3 clusters Score -1.300856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -13008561.000000 Penalty: 5560.344727
	Iteration 152Q: 3 clusters Score -1.300856e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -13008603.000000 Penalty: 5560.344727
	Iteration 153Q: 3 clusters Score -1.30086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -13008594.000000 Penalty: 5560.344727
	Iteration 154Q: 3 clusters Score -1.300859e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -13008595.000000 Penalty: 5560.344727
	Iteration 155Q: 3 clusters Score -1.30086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -13008604.000000 Penalty: 5560.344727
	Iteration 156Q: 3 clusters Score -1.30086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -13008612.000000 Penalty: 5560.344727
	Iteration 157Q: 3 clusters Score -1.300861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -13008632.000000 Penalty: 5560.344727
	Iteration 158Q: 3 clusters Score -1.300863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -13008614.000000 Penalty: 5560.344727
	Iteration 159Q: 3 clusters Score -1.300861e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -13008645.000000 Penalty: 5560.344727
	Iteration 160F: 3 clusters Score -1.300864e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -13008645.000000 Penalty: 5560.344727
	Iteration 161Q: 3 clusters Score -1.300864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -13008639.000000 Penalty: 5560.344727
	Iteration 162Q: 3 clusters Score -1.300864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -13008636.000000 Penalty: 5560.344727
	Iteration 163Q: 3 clusters Score -1.300864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -13008627.000000 Penalty: 5560.344727
	Iteration 164Q: 3 clusters Score -1.300863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -13008632.000000 Penalty: 5560.344727
	Iteration 165Q: 3 clusters Score -1.300863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -13008638.000000 Penalty: 5560.344727
	Iteration 166Q: 3 clusters Score -1.300864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -13008655.000000 Penalty: 5560.344727
	Iteration 167Q: 3 clusters Score -1.300866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -13008655.000000 Penalty: 5560.344727
	Iteration 168Q: 3 clusters Score -1.300866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -13008645.000000 Penalty: 5560.344727
	Iteration 169Q: 3 clusters Score -1.300864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -13008661.000000 Penalty: 5560.344727
	Iteration 170Q: 3 clusters Score -1.300866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -13008665.000000 Penalty: 5560.344727
	Iteration 171Q: 3 clusters Score -1.300866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -13008673.000000 Penalty: 5560.344727
	Iteration 172Q: 3 clusters Score -1.300867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -13008671.000000 Penalty: 5560.344727
	Iteration 173Q: 3 clusters Score -1.300867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -13008668.000000 Penalty: 5560.344727
	Iteration 174Q: 3 clusters Score -1.300867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -13008655.000000 Penalty: 5560.344727
	Iteration 175Q: 3 clusters Score -1.300866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -13008649.000000 Penalty: 5560.344727
	Iteration 176Q: 3 clusters Score -1.300865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -13008657.000000 Penalty: 5560.344727
	Iteration 177Q: 3 clusters Score -1.300866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -13008661.000000 Penalty: 5560.344727
	Iteration 178Q: 3 clusters Score -1.300866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -13008658.000000 Penalty: 5560.344727
	Iteration 179Q: 3 clusters Score -1.300866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -13008660.000000 Penalty: 5560.344727
	Iteration 180F: 3 clusters Score -1.300866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -13008673.000000 Penalty: 5560.344727
	Iteration 181Q: 3 clusters Score -1.300867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -13008679.000000 Penalty: 5560.344727
	Iteration 182Q: 3 clusters Score -1.300868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -13008679.000000 Penalty: 5560.344727
	Iteration 183Q: 3 clusters Score -1.300868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -13008673.000000 Penalty: 5560.344727
	Iteration 184Q: 3 clusters Score -1.300867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -13008665.000000 Penalty: 5560.344727
	Iteration 185Q: 3 clusters Score -1.300866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -13008684.000000 Penalty: 5560.344727
	Iteration 186Q: 3 clusters Score -1.300868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -13008678.000000 Penalty: 5560.344727
	Iteration 187Q: 3 clusters Score -1.300868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -13008691.000000 Penalty: 5560.344727
	Iteration 188Q: 3 clusters Score -1.300869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -13008683.000000 Penalty: 5560.344727
	Iteration 189Q: 3 clusters Score -1.300868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -13008675.000000 Penalty: 5560.344727
	Iteration 190Q: 3 clusters Score -1.300868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -13008665.000000 Penalty: 5560.344727
	Iteration 191Q: 3 clusters Score -1.300866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -13008669.000000 Penalty: 5560.344727
	Iteration 192Q: 3 clusters Score -1.300867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -13008659.000000 Penalty: 5560.344727
	Iteration 193Q: 3 clusters Score -1.300866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -13008670.000000 Penalty: 5560.344727
	Iteration 194Q: 3 clusters Score -1.300867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -13008689.000000 Penalty: 5560.344727
	Iteration 195Q: 3 clusters Score -1.300869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -13008691.000000 Penalty: 5560.344727
	Iteration 196Q: 3 clusters Score -1.300869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -13008692.000000 Penalty: 5560.344727
	Iteration 197Q: 3 clusters Score -1.300869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -13008684.000000 Penalty: 5560.344727
	Iteration 198Q: 3 clusters Score -1.300868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -13008677.000000 Penalty: 5560.344727
	Iteration 199Q: 3 clusters Score -1.300868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -13008656.000000 Penalty: 5560.344727
	Iteration 200F: 3 clusters Score -1.300866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -13008649.000000 Penalty: 5560.344727
	Iteration 201Q: 3 clusters Score -1.300865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -13008659.000000 Penalty: 5560.344727
	Iteration 202Q: 3 clusters Score -1.300866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -13008653.000000 Penalty: 5560.344727
	Iteration 203Q: 3 clusters Score -1.300865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -13008643.000000 Penalty: 5560.344727
	Iteration 204Q: 3 clusters Score -1.300864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -13008664.000000 Penalty: 5560.344727
	Iteration 205Q: 3 clusters Score -1.300866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -13008683.000000 Penalty: 5560.344727
	Iteration 206Q: 3 clusters Score -1.300868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -13008663.000000 Penalty: 5560.344727
	Iteration 207Q: 3 clusters Score -1.300866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -13008670.000000 Penalty: 5560.344727
	Iteration 208Q: 3 clusters Score -1.300867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -13008656.000000 Penalty: 5560.344727
	Iteration 209Q: 3 clusters Score -1.300866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -13008675.000000 Penalty: 5560.344727
	Iteration 210Q: 3 clusters Score -1.300868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -13008707.000000 Penalty: 5560.344727
	Iteration 211Q: 3 clusters Score -1.300871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -13008689.000000 Penalty: 5560.344727
	Iteration 212Q: 3 clusters Score -1.300869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -13008696.000000 Penalty: 5560.344727
	Iteration 213Q: 3 clusters Score -1.30087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -13008703.000000 Penalty: 5560.344727
	Iteration 214Q: 3 clusters Score -1.30087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -13008703.000000 Penalty: 5560.344727
	Iteration 215Q: 3 clusters Score -1.30087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -13008708.000000 Penalty: 5560.344727
	Iteration 216Q: 3 clusters Score -1.300871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -13008699.000000 Penalty: 5560.344727
	Iteration 217Q: 3 clusters Score -1.30087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -13008696.000000 Penalty: 5560.344727
	Iteration 218Q: 3 clusters Score -1.30087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -13008703.000000 Penalty: 5560.344727
	Iteration 219Q: 3 clusters Score -1.30087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -13008697.000000 Penalty: 5560.344727
	Iteration 220F: 3 clusters Score -1.30087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -13008701.000000 Penalty: 5560.344727
	Iteration 221Q: 3 clusters Score -1.30087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -13008715.000000 Penalty: 5560.344727
	Iteration 222Q: 3 clusters Score -1.300872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -13008712.000000 Penalty: 5560.344727
	Iteration 223Q: 3 clusters Score -1.300871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -13008743.000000 Penalty: 5560.344727
	Iteration 224Q: 3 clusters Score -1.300874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -13008759.000000 Penalty: 5560.344727
	Iteration 225Q: 3 clusters Score -1.300876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -13008755.000000 Penalty: 5560.344727
	Iteration 226Q: 3 clusters Score -1.300876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -13008764.000000 Penalty: 5560.344727
	Iteration 227Q: 3 clusters Score -1.300876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -13008761.000000 Penalty: 5560.344727
	Iteration 228Q: 3 clusters Score -1.300876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -13008759.000000 Penalty: 5560.344727
	Iteration 229Q: 3 clusters Score -1.300876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -13008761.000000 Penalty: 5560.344727
	Iteration 230Q: 3 clusters Score -1.300876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -13008777.000000 Penalty: 5560.344727
	Iteration 231Q: 3 clusters Score -1.300878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -13008780.000000 Penalty: 5560.344727
	Iteration 232Q: 3 clusters Score -1.300878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -13008800.000000 Penalty: 5560.344727
	Iteration 233Q: 3 clusters Score -1.30088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -13008811.000000 Penalty: 5560.344727
	Iteration 234Q: 3 clusters Score -1.300881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -13008815.000000 Penalty: 5560.344727
	Iteration 235Q: 3 clusters Score -1.300882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -13008820.000000 Penalty: 5560.344727
	Iteration 236Q: 3 clusters Score -1.300882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -13008829.000000 Penalty: 5560.344727
	Iteration 237Q: 3 clusters Score -1.300883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -13008833.000000 Penalty: 5560.344727
	Iteration 238Q: 3 clusters Score -1.300883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -13008835.000000 Penalty: 5560.344727
	Iteration 239Q: 3 clusters Score -1.300884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -13008824.000000 Penalty: 5560.344727
	Iteration 240F: 3 clusters Score -1.300882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -13008842.000000 Penalty: 5560.344727
	Iteration 241Q: 3 clusters Score -1.300884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -13008831.000000 Penalty: 5560.344727
	Iteration 242Q: 3 clusters Score -1.300883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -13008842.000000 Penalty: 5560.344727
	Iteration 243Q: 3 clusters Score -1.300884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -13008851.000000 Penalty: 5560.344727
	Iteration 244Q: 3 clusters Score -1.300885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -13008854.000000 Penalty: 5560.344727
	Iteration 245Q: 3 clusters Score -1.300885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -13008870.000000 Penalty: 5560.344727
	Iteration 246Q: 3 clusters Score -1.300887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -13008866.000000 Penalty: 5560.344727
	Iteration 247Q: 3 clusters Score -1.300887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -13008854.000000 Penalty: 5560.344727
	Iteration 248Q: 3 clusters Score -1.300885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -13008859.000000 Penalty: 5560.344727
	Iteration 249Q: 3 clusters Score -1.300886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -13008856.000000 Penalty: 5560.344727
	Iteration 250Q: 3 clusters Score -1.300886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -13008850.000000 Penalty: 5560.344727
	Iteration 251Q: 3 clusters Score -1.300885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -13008854.000000 Penalty: 5560.344727
	Iteration 252Q: 3 clusters Score -1.300885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -13008845.000000 Penalty: 5560.344727
	Iteration 253Q: 3 clusters Score -1.300884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -13008871.000000 Penalty: 5560.344727
	Iteration 254Q: 3 clusters Score -1.300887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -13008865.000000 Penalty: 5560.344727
	Iteration 255Q: 3 clusters Score -1.300886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -13008865.000000 Penalty: 5560.344727
	Iteration 256Q: 3 clusters Score -1.300886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -13008868.000000 Penalty: 5560.344727
	Iteration 257Q: 3 clusters Score -1.300887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -13008878.000000 Penalty: 5560.344727
	Iteration 258Q: 3 clusters Score -1.300888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -13008876.000000 Penalty: 5560.344727
	Iteration 259Q: 3 clusters Score -1.300888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -13008881.000000 Penalty: 5560.344727
	Iteration 260F: 3 clusters Score -1.300888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -13008870.000000 Penalty: 5560.344727
	Iteration 261Q: 3 clusters Score -1.300887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -13008870.000000 Penalty: 5560.344727
	Iteration 262F: 3 clusters Score -1.300887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (48220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Entering Unmasked Estep 
Score: -8680096.000000 Penalty: 2674.315186
	Iteration 0F: 2 clusters Score -8680096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -8650371.000000 Penalty: 5348.630371
	Iteration 0F: 3 clusters Score -8650371 nChanged 22125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -8662422.000000 Penalty: 5348.630371
	Iteration 1F: 3 clusters Score -8662422 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -8662925.000000 Penalty: 5348.630371
	Iteration 2Q: 3 clusters Score -8662925 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -8663464.000000 Penalty: 5348.630371
	Iteration 3Q: 3 clusters Score -8663464 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -8663910.000000 Penalty: 5348.630371
	Iteration 4Q: 3 clusters Score -8663910 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -8664392.000000 Penalty: 5348.630371
	Iteration 5Q: 3 clusters Score -8664392 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -8665034.000000 Penalty: 5348.630371
	Iteration 6Q: 3 clusters Score -8665034 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -8665872.000000 Penalty: 5348.630371
	Iteration 7Q: 3 clusters Score -8665872 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -8667334.000000 Penalty: 5348.630371
	Iteration 8F: 3 clusters Score -8667334 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -8669345.000000 Penalty: 5348.630371
	Iteration 9F: 3 clusters Score -8669345 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -8672170.000000 Penalty: 5348.630371
	Iteration 10F: 3 clusters Score -8672170 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -8675420.000000 Penalty: 5348.630371
	Iteration 11F: 3 clusters Score -8675420 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -8677709.000000 Penalty: 5348.630371
	Iteration 12F: 3 clusters Score -8677709 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8678524.000000 Penalty: 5348.630371
	Iteration 13Q: 3 clusters Score -8678524 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -8678930.000000 Penalty: 5348.630371
	Iteration 14Q: 3 clusters Score -8678930 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -8679159.000000 Penalty: 5348.630371
	Iteration 15Q: 3 clusters Score -8679159 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -8679285.000000 Penalty: 5348.630371
	Iteration 16Q: 3 clusters Score -8679285 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -8679358.000000 Penalty: 5348.630371
	Iteration 17Q: 3 clusters Score -8679358 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -8679418.000000 Penalty: 5348.630371
	Iteration 18Q: 3 clusters Score -8679418 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8679454.000000 Penalty: 5348.630371
	Iteration 19Q: 3 clusters Score -8679454 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -8679470.000000 Penalty: 5348.630371
	Iteration 20F: 3 clusters Score -8679470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -8679498.000000 Penalty: 5348.630371
	Iteration 21Q: 3 clusters Score -8679498 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -8679507.000000 Penalty: 5348.630371
	Iteration 22Q: 3 clusters Score -8679507 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -8679527.000000 Penalty: 5348.630371
	Iteration 23Q: 3 clusters Score -8679527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8679521.000000 Penalty: 5348.630371
	Iteration 24Q: 3 clusters Score -8679521 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -8679534.000000 Penalty: 5348.630371
	Iteration 25Q: 3 clusters Score -8679534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8679545.000000 Penalty: 5348.630371
	Iteration 26Q: 3 clusters Score -8679545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8679553.000000 Penalty: 5348.630371
	Iteration 27Q: 3 clusters Score -8679553 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -8679549.000000 Penalty: 5348.630371
	Iteration 28Q: 3 clusters Score -8679549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8679561.000000 Penalty: 5348.630371
	Iteration 29Q: 3 clusters Score -8679561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -8679556.000000 Penalty: 5348.630371
	Iteration 30Q: 3 clusters Score -8679556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -8679554.000000 Penalty: 5348.630371
	Iteration 31Q: 3 clusters Score -8679554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -8679547.000000 Penalty: 5348.630371
	Iteration 32Q: 3 clusters Score -8679547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -8679534.000000 Penalty: 5348.630371
	Iteration 33Q: 3 clusters Score -8679534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -8679519.000000 Penalty: 5348.630371
	Iteration 34Q: 3 clusters Score -8679519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -8679521.000000 Penalty: 5348.630371
	Iteration 35Q: 3 clusters Score -8679521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -8679527.000000 Penalty: 5348.630371
	Iteration 36Q: 3 clusters Score -8679527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -8679531.000000 Penalty: 5348.630371
	Iteration 37Q: 3 clusters Score -8679531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -8679530.000000 Penalty: 5348.630371
	Iteration 38Q: 3 clusters Score -8679530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -8679527.000000 Penalty: 5348.630371
	Iteration 39Q: 3 clusters Score -8679527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -8679529.000000 Penalty: 5348.630371
	Iteration 40F: 3 clusters Score -8679529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -8679533.000000 Penalty: 5348.630371
	Iteration 41Q: 3 clusters Score -8679533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -8679532.000000 Penalty: 5348.630371
	Iteration 42Q: 3 clusters Score -8679532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -8679542.000000 Penalty: 5348.630371
	Iteration 43Q: 3 clusters Score -8679542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -8679539.000000 Penalty: 5348.630371
	Iteration 44Q: 3 clusters Score -8679539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -8679544.000000 Penalty: 5348.630371
	Iteration 45Q: 3 clusters Score -8679544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -8679551.000000 Penalty: 5348.630371
	Iteration 46Q: 3 clusters Score -8679551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -8679546.000000 Penalty: 5348.630371
	Iteration 47Q: 3 clusters Score -8679546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -8679540.000000 Penalty: 5348.630371
	Iteration 48Q: 3 clusters Score -8679540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8679551.000000 Penalty: 5348.630371
	Iteration 49Q: 3 clusters Score -8679551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8679545.000000 Penalty: 5348.630371
	Iteration 50Q: 3 clusters Score -8679545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -8679550.000000 Penalty: 5348.630371
	Iteration 51Q: 3 clusters Score -8679550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -8679546.000000 Penalty: 5348.630371
	Iteration 52Q: 3 clusters Score -8679546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -8679542.000000 Penalty: 5348.630371
	Iteration 53Q: 3 clusters Score -8679542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -8679542.000000 Penalty: 5348.630371
	Iteration 54Q: 3 clusters Score -8679542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -8679551.000000 Penalty: 5348.630371
	Iteration 55Q: 3 clusters Score -8679551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -8679555.000000 Penalty: 5348.630371
	Iteration 56Q: 3 clusters Score -8679555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -8679561.000000 Penalty: 5348.630371
	Iteration 57Q: 3 clusters Score -8679561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -8679553.000000 Penalty: 5348.630371
	Iteration 58Q: 3 clusters Score -8679553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -8679544.000000 Penalty: 5348.630371
	Iteration 59Q: 3 clusters Score -8679544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -8679548.000000 Penalty: 5348.630371
	Iteration 60F: 3 clusters Score -8679548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -8679554.000000 Penalty: 5348.630371
	Iteration 61Q: 3 clusters Score -8679554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -8679561.000000 Penalty: 5348.630371
	Iteration 62Q: 3 clusters Score -8679561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -8679563.000000 Penalty: 5348.630371
	Iteration 63Q: 3 clusters Score -8679563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -8679560.000000 Penalty: 5348.630371
	Iteration 64Q: 3 clusters Score -8679560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -8679553.000000 Penalty: 5348.630371
	Iteration 65Q: 3 clusters Score -8679553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -8679557.000000 Penalty: 5348.630371
	Iteration 66Q: 3 clusters Score -8679557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -8679558.000000 Penalty: 5348.630371
	Iteration 67Q: 3 clusters Score -8679558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -8679558.000000 Penalty: 5348.630371
	Iteration 68F: 3 clusters Score -8679558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (44653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Entering Unmasked Estep 
Score: -8028372.500000 Penalty: 2655.255859
	Iteration 0F: 2 clusters Score -8028372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -7999442.500000 Penalty: 5310.511719
	Iteration 0F: 3 clusters Score -7999442 nChanged 20497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8010858.500000 Penalty: 5310.511719
	Iteration 1F: 3 clusters Score -8010858 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -8011440.000000 Penalty: 5310.511719
	Iteration 2Q: 3 clusters Score -8011440 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8012140.000000 Penalty: 5310.511719
	Iteration 3Q: 3 clusters Score -8012140 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -8013042.000000 Penalty: 5310.511719
	Iteration 4Q: 3 clusters Score -8013042 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -8014231.500000 Penalty: 5310.511719
	Iteration 5F: 3 clusters Score -8014232 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -8015837.500000 Penalty: 5310.511719
	Iteration 6F: 3 clusters Score -8015838 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -8017931.000000 Penalty: 5310.511719
	Iteration 7F: 3 clusters Score -8017931 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -8020181.000000 Penalty: 5310.511719
	Iteration 8F: 3 clusters Score -8020181 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -8022088.500000 Penalty: 5310.511719
	Iteration 9F: 3 clusters Score -8022088 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -8023473.000000 Penalty: 5310.511719
	Iteration 10Q: 3 clusters Score -8023473 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -8024286.000000 Penalty: 5310.511719
	Iteration 11Q: 3 clusters Score -8024286 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -8024762.500000 Penalty: 5310.511719
	Iteration 12Q: 3 clusters Score -8024762 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -8025062.500000 Penalty: 5310.511719
	Iteration 13Q: 3 clusters Score -8025062 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -8025302.500000 Penalty: 5310.511719
	Iteration 14Q: 3 clusters Score -8025302 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -8025538.000000 Penalty: 5310.511719
	Iteration 15Q: 3 clusters Score -8025538 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8025754.500000 Penalty: 5310.511719
	Iteration 16Q: 3 clusters Score -8025754 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -8025922.500000 Penalty: 5310.511719
	Iteration 17Q: 3 clusters Score -8025922 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -8026085.500000 Penalty: 5310.511719
	Iteration 18Q: 3 clusters Score -8026086 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8026241.500000 Penalty: 5310.511719
	Iteration 19Q: 3 clusters Score -8026242 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -8026341.500000 Penalty: 5310.511719
	Iteration 20F: 3 clusters Score -8026342 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8026473.000000 Penalty: 5310.511719
	Iteration 21Q: 3 clusters Score -8026473 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8026550.000000 Penalty: 5310.511719
	Iteration 22Q: 3 clusters Score -8026550 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8026636.000000 Penalty: 5310.511719
	Iteration 23Q: 3 clusters Score -8026636 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8026683.500000 Penalty: 5310.511719
	Iteration 24Q: 3 clusters Score -8026684 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8026705.500000 Penalty: 5310.511719
	Iteration 25Q: 3 clusters Score -8026706 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8026716.000000 Penalty: 5310.511719
	Iteration 26Q: 3 clusters Score -8026716 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -8026754.000000 Penalty: 5310.511719
	Iteration 27Q: 3 clusters Score -8026754 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8026775.000000 Penalty: 5310.511719
	Iteration 28Q: 3 clusters Score -8026775 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8026791.500000 Penalty: 5310.511719
	Iteration 29Q: 3 clusters Score -8026792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8026797.000000 Penalty: 5310.511719
	Iteration 30Q: 3 clusters Score -8026797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8026797.000000 Penalty: 5310.511719
	Iteration 31Q: 3 clusters Score -8026797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8026812.500000 Penalty: 5310.511719
	Iteration 32Q: 3 clusters Score -8026812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8026813.500000 Penalty: 5310.511719
	Iteration 33Q: 3 clusters Score -8026814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8026805.500000 Penalty: 5310.511719
	Iteration 34Q: 3 clusters Score -8026806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8026809.000000 Penalty: 5310.511719
	Iteration 35Q: 3 clusters Score -8026809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8026793.500000 Penalty: 5310.511719
	Iteration 36Q: 3 clusters Score -8026794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8026779.000000 Penalty: 5310.511719
	Iteration 37Q: 3 clusters Score -8026779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8026771.000000 Penalty: 5310.511719
	Iteration 38Q: 3 clusters Score -8026771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8026769.000000 Penalty: 5310.511719
	Iteration 39Q: 3 clusters Score -8026769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8026757.000000 Penalty: 5310.511719
	Iteration 40F: 3 clusters Score -8026757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8026758.000000 Penalty: 5310.511719
	Iteration 41Q: 3 clusters Score -8026758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8026745.000000 Penalty: 5310.511719
	Iteration 42Q: 3 clusters Score -8026745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8026758.500000 Penalty: 5310.511719
	Iteration 43Q: 3 clusters Score -8026758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8026761.500000 Penalty: 5310.511719
	Iteration 44Q: 3 clusters Score -8026762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8026756.500000 Penalty: 5310.511719
	Iteration 45Q: 3 clusters Score -8026756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8026755.000000 Penalty: 5310.511719
	Iteration 46Q: 3 clusters Score -8026755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8026748.500000 Penalty: 5310.511719
	Iteration 47Q: 3 clusters Score -8026748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8026745.000000 Penalty: 5310.511719
	Iteration 48Q: 3 clusters Score -8026745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8026754.000000 Penalty: 5310.511719
	Iteration 49Q: 3 clusters Score -8026754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8026756.500000 Penalty: 5310.511719
	Iteration 50Q: 3 clusters Score -8026756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8026760.500000 Penalty: 5310.511719
	Iteration 51Q: 3 clusters Score -8026760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8026751.000000 Penalty: 5310.511719
	Iteration 52Q: 3 clusters Score -8026751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8026750.500000 Penalty: 5310.511719
	Iteration 53Q: 3 clusters Score -8026750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8026758.000000 Penalty: 5310.511719
	Iteration 54Q: 3 clusters Score -8026758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8026754.000000 Penalty: 5310.511719
	Iteration 55Q: 3 clusters Score -8026754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8026759.500000 Penalty: 5310.511719
	Iteration 56Q: 3 clusters Score -8026760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8026758.000000 Penalty: 5310.511719
	Iteration 57Q: 3 clusters Score -8026758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8026758.500000 Penalty: 5310.511719
	Iteration 58Q: 3 clusters Score -8026758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8026760.500000 Penalty: 5310.511719
	Iteration 59Q: 3 clusters Score -8026760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8026760.500000 Penalty: 5310.511719
	Iteration 60F: 3 clusters Score -8026760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8026760.500000 Penalty: 5310.511719
	Iteration 61Q: 3 clusters Score -8026760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8026757.500000 Penalty: 5310.511719
	Iteration 62Q: 3 clusters Score -8026758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8026757.000000 Penalty: 5310.511719
	Iteration 63Q: 3 clusters Score -8026757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8026751.500000 Penalty: 5310.511719
	Iteration 64Q: 3 clusters Score -8026752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8026764.500000 Penalty: 5310.511719
	Iteration 65Q: 3 clusters Score -8026764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8026759.000000 Penalty: 5310.511719
	Iteration 66Q: 3 clusters Score -8026759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8026759.000000 Penalty: 5310.511719
	Iteration 67F: 3 clusters Score -8026759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (42281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Entering Unmasked Estep 
Score: -7610260.000000 Penalty: 2641.718994
	Iteration 0F: 2 clusters Score -7610260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7582137.500000 Penalty: 5283.437988
	Iteration 0F: 3 clusters Score -7582138 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7592980.500000 Penalty: 5283.437988
	Iteration 1F: 3 clusters Score -7592980 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -7593525.000000 Penalty: 5283.437988
	Iteration 2Q: 3 clusters Score -7593525 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -7594131.500000 Penalty: 5283.437988
	Iteration 3Q: 3 clusters Score -7594132 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -7594883.500000 Penalty: 5283.437988
	Iteration 4Q: 3 clusters Score -7594884 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -7595776.000000 Penalty: 5283.437988
	Iteration 5Q: 3 clusters Score -7595776 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -7596864.500000 Penalty: 5283.437988
	Iteration 6F: 3 clusters Score -7596864 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -7598271.500000 Penalty: 5283.437988
	Iteration 7F: 3 clusters Score -7598272 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -7600026.500000 Penalty: 5283.437988
	Iteration 8F: 3 clusters Score -7600026 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -7601897.000000 Penalty: 5283.437988
	Iteration 9F: 3 clusters Score -7601897 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -7603525.000000 Penalty: 5283.437988
	Iteration 10Q: 3 clusters Score -7603525 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7604769.500000 Penalty: 5283.437988
	Iteration 11Q: 3 clusters Score -7604770 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7605707.500000 Penalty: 5283.437988
	Iteration 12Q: 3 clusters Score -7605708 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7606429.000000 Penalty: 5283.437988
	Iteration 13Q: 3 clusters Score -7606429 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7606945.000000 Penalty: 5283.437988
	Iteration 14Q: 3 clusters Score -7606945 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7607397.500000 Penalty: 5283.437988
	Iteration 15Q: 3 clusters Score -7607398 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7607672.500000 Penalty: 5283.437988
	Iteration 16Q: 3 clusters Score -7607672 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7607891.500000 Penalty: 5283.437988
	Iteration 17Q: 3 clusters Score -7607892 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7608067.500000 Penalty: 5283.437988
	Iteration 18Q: 3 clusters Score -7608068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7608134.500000 Penalty: 5283.437988
	Iteration 19Q: 3 clusters Score -7608134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7608161.000000 Penalty: 5283.437988
	Iteration 20F: 3 clusters Score -7608161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7608207.500000 Penalty: 5283.437988
	Iteration 21Q: 3 clusters Score -7608208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7608240.500000 Penalty: 5283.437988
	Iteration 22Q: 3 clusters Score -7608240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7608268.500000 Penalty: 5283.437988
	Iteration 23Q: 3 clusters Score -7608268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7608289.000000 Penalty: 5283.437988
	Iteration 24Q: 3 clusters Score -7608289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7608312.500000 Penalty: 5283.437988
	Iteration 25Q: 3 clusters Score -7608312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7608320.000000 Penalty: 5283.437988
	Iteration 26Q: 3 clusters Score -7608320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7608310.000000 Penalty: 5283.437988
	Iteration 27Q: 3 clusters Score -7608310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7608333.500000 Penalty: 5283.437988
	Iteration 28Q: 3 clusters Score -7608334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7608346.000000 Penalty: 5283.437988
	Iteration 29Q: 3 clusters Score -7608346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7608344.500000 Penalty: 5283.437988
	Iteration 30Q: 3 clusters Score -7608344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7608352.500000 Penalty: 5283.437988
	Iteration 31Q: 3 clusters Score -7608352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7608354.000000 Penalty: 5283.437988
	Iteration 32Q: 3 clusters Score -7608354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7608356.000000 Penalty: 5283.437988
	Iteration 33Q: 3 clusters Score -7608356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7608353.500000 Penalty: 5283.437988
	Iteration 34Q: 3 clusters Score -7608354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7608351.500000 Penalty: 5283.437988
	Iteration 35Q: 3 clusters Score -7608352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7608350.000000 Penalty: 5283.437988
	Iteration 36Q: 3 clusters Score -7608350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7608353.500000 Penalty: 5283.437988
	Iteration 37Q: 3 clusters Score -7608354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7608350.000000 Penalty: 5283.437988
	Iteration 38Q: 3 clusters Score -7608350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7608359.500000 Penalty: 5283.437988
	Iteration 39Q: 3 clusters Score -7608360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7608361.500000 Penalty: 5283.437988
	Iteration 40F: 3 clusters Score -7608362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7608371.000000 Penalty: 5283.437988
	Iteration 41Q: 3 clusters Score -7608371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7608379.500000 Penalty: 5283.437988
	Iteration 42Q: 3 clusters Score -7608380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7608387.500000 Penalty: 5283.437988
	Iteration 43Q: 3 clusters Score -7608388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7608380.000000 Penalty: 5283.437988
	Iteration 44Q: 3 clusters Score -7608380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7608379.500000 Penalty: 5283.437988
	Iteration 45Q: 3 clusters Score -7608380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7608383.000000 Penalty: 5283.437988
	Iteration 46Q: 3 clusters Score -7608383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7608384.500000 Penalty: 5283.437988
	Iteration 47Q: 3 clusters Score -7608384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7608384.500000 Penalty: 5283.437988
	Iteration 48F: 3 clusters Score -7608384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (39991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Entering Unmasked Estep 
Score: -7096653.000000 Penalty: 2627.909668
	Iteration 0F: 2 clusters Score -7096653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -7069637.000000 Penalty: 5255.819336
	Iteration 0F: 3 clusters Score -7069637 nChanged 18376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -7079669.500000 Penalty: 5255.819336
	Iteration 1F: 3 clusters Score -7079670 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7080173.000000 Penalty: 5255.819336
	Iteration 2Q: 3 clusters Score -7080173 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7080816.000000 Penalty: 5255.819336
	Iteration 3Q: 3 clusters Score -7080816 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7081535.000000 Penalty: 5255.819336
	Iteration 4Q: 3 clusters Score -7081535 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7082431.500000 Penalty: 5255.819336
	Iteration 5Q: 3 clusters Score -7082432 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7083461.500000 Penalty: 5255.819336
	Iteration 6F: 3 clusters Score -7083462 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -7084565.000000 Penalty: 5255.819336
	Iteration 7F: 3 clusters Score -7084565 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -7085650.000000 Penalty: 5255.819336
	Iteration 8F: 3 clusters Score -7085650 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -7086766.500000 Penalty: 5255.819336
	Iteration 9F: 3 clusters Score -7086766 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -7087868.000000 Penalty: 5255.819336
	Iteration 10F: 3 clusters Score -7087868 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -7089049.500000 Penalty: 5255.819336
	Iteration 11Q: 3 clusters Score -7089050 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -7090218.500000 Penalty: 5255.819336
	Iteration 12Q: 3 clusters Score -7090218 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -7091382.500000 Penalty: 5255.819336
	Iteration 13Q: 3 clusters Score -7091382 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -7092301.500000 Penalty: 5255.819336
	Iteration 14Q: 3 clusters Score -7092302 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -7093155.000000 Penalty: 5255.819336
	Iteration 15Q: 3 clusters Score -7093155 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -7093756.500000 Penalty: 5255.819336
	Iteration 16Q: 3 clusters Score -7093756 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -7094079.000000 Penalty: 5255.819336
	Iteration 17Q: 3 clusters Score -7094079 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7094294.500000 Penalty: 5255.819336
	Iteration 18Q: 3 clusters Score -7094294 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7094458.000000 Penalty: 5255.819336
	Iteration 19Q: 3 clusters Score -7094458 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7094538.500000 Penalty: 5255.819336
	Iteration 20F: 3 clusters Score -7094538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -7094586.000000 Penalty: 5255.819336
	Iteration 21Q: 3 clusters Score -7094586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -7094621.500000 Penalty: 5255.819336
	Iteration 22Q: 3 clusters Score -7094622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7094663.500000 Penalty: 5255.819336
	Iteration 23Q: 3 clusters Score -7094664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -7094670.500000 Penalty: 5255.819336
	Iteration 24Q: 3 clusters Score -7094670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -7094688.500000 Penalty: 5255.819336
	Iteration 25Q: 3 clusters Score -7094688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7094707.000000 Penalty: 5255.819336
	Iteration 26Q: 3 clusters Score -7094707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7094711.500000 Penalty: 5255.819336
	Iteration 27Q: 3 clusters Score -7094712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -7094714.000000 Penalty: 5255.819336
	Iteration 28Q: 3 clusters Score -7094714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7094719.500000 Penalty: 5255.819336
	Iteration 29Q: 3 clusters Score -7094720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -7094718.500000 Penalty: 5255.819336
	Iteration 30Q: 3 clusters Score -7094718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -7094716.500000 Penalty: 5255.819336
	Iteration 31Q: 3 clusters Score -7094716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -7094713.500000 Penalty: 5255.819336
	Iteration 32Q: 3 clusters Score -7094714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -7094716.000000 Penalty: 5255.819336
	Iteration 33Q: 3 clusters Score -7094716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7094710.500000 Penalty: 5255.819336
	Iteration 34Q: 3 clusters Score -7094710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -7094712.000000 Penalty: 5255.819336
	Iteration 35Q: 3 clusters Score -7094712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7094719.500000 Penalty: 5255.819336
	Iteration 36Q: 3 clusters Score -7094720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -7094717.000000 Penalty: 5255.819336
	Iteration 37Q: 3 clusters Score -7094717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -7094717.000000 Penalty: 5255.819336
	Iteration 38F: 3 clusters Score -7094717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 48386 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 39252 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 42297 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 46185 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 47680 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1792 members 
Mstep: Class 26 contains 28360 members 
Mstep: Class 27 contains 48102 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 802 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 45563 members 
Mstep: Class 32 contains 49123 members 
Mstep: Class 33 contains 73893 members 
Mstep: Class 34 contains 48220 members 
Mstep: Class 35 contains 44653 members 
Mstep: Class 36 contains 42281 members 
Mstep: Class 37 contains 39991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395536.000000 Penalty: 138191.531250
Iteration 79Q: 41 clusters Score -1.963955e+08 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 48243 members 
Mstep: Class 3 contains 42134 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 39289 members 
Mstep: Class 7 contains 53484 members 
Mstep: Class 8 contains 14980 members 
Mstep: Class 9 contains 42298 members 
Mstep: Class 10 contains 41655 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 12668 members 
Mstep: Class 14 contains 52338 members 
Mstep: Class 15 contains 41432 members 
Mstep: Class 16 contains 10597 members 
Mstep: Class 17 contains 45912 members 
Mstep: Class 18 contains 42872 members 
Mstep: Class 19 contains 47644 members 
Mstep: Class 20 contains 16890 members 
Mstep: Class 21 contains 5155 members 
Mstep: Class 22 contains 44610 members 
Mstep: Class 23 contains 8553 members 
Mstep: Class 24 contains 13869 members 
Mstep: Class 25 contains 1794 members 
Mstep: Class 26 contains 28646 members 
Mstep: Class 27 contains 48196 members 
Mstep: Class 28 contains 8202 members 
Mstep: Class 29 contains 769 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 45561 members 
Mstep: Class 32 contains 49108 members 
Mstep: Class 33 contains 73880 members 
Mstep: Class 34 contains 48384 members 
Mstep: Class 35 contains 44599 members 
Mstep: Class 36 contains 42239 members 
Mstep: Class 37 contains 40049 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 39229 members 
Mstep: Class 40 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196397760.000000 Penalty: 138191.531250
Iteration 80F: 41 clusters Score -1.963978e+08 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 47876 members 
Mstep: Class 3 contains 42158 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 39229 members 
Mstep: Class 7 contains 53389 members 
Mstep: Class 8 contains 14793 members 
Mstep: Class 9 contains 42272 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 12659 members 
Mstep: Class 14 contains 52255 members 
Mstep: Class 15 contains 41704 members 
Mstep: Class 16 contains 10604 members 
Mstep: Class 17 contains 45588 members 
Mstep: Class 18 contains 42831 members 
Mstep: Class 19 contains 47494 members 
Mstep: Class 20 contains 16860 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 43949 members 
Mstep: Class 23 contains 8548 members 
Mstep: Class 24 contains 13852 members 
Mstep: Class 25 contains 1774 members 
Mstep: Class 26 contains 28793 members 
Mstep: Class 27 contains 48227 members 
Mstep: Class 28 contains 8267 members 
Mstep: Class 29 contains 763 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 45384 members 
Mstep: Class 32 contains 49096 members 
Mstep: Class 33 contains 73730 members 
Mstep: Class 34 contains 48495 members 
Mstep: Class 35 contains 44457 members 
Mstep: Class 36 contains 42182 members 
Mstep: Class 37 contains 39981 members 
Mstep: Class 38 contains 286 members 
Mstep: Class 39 contains 40554 members 
Mstep: Class 40 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196398928.000000 Penalty: 138191.531250
Iteration 81Q: 41 clusters Score -1.963989e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 47555 members 
Mstep: Class 3 contains 42177 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 39125 members 
Mstep: Class 7 contains 53330 members 
Mstep: Class 8 contains 14673 members 
Mstep: Class 9 contains 42263 members 
Mstep: Class 10 contains 42703 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 12653 members 
Mstep: Class 14 contains 52168 members 
Mstep: Class 15 contains 41983 members 
Mstep: Class 16 contains 10600 members 
Mstep: Class 17 contains 45350 members 
Mstep: Class 18 contains 42762 members 
Mstep: Class 19 contains 47433 members 
Mstep: Class 20 contains 16828 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 43446 members 
Mstep: Class 23 contains 8553 members 
Mstep: Class 24 contains 13845 members 
Mstep: Class 25 contains 1764 members 
Mstep: Class 26 contains 28925 members 
Mstep: Class 27 contains 48239 members 
Mstep: Class 28 contains 8336 members 
Mstep: Class 29 contains 762 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 45262 members 
Mstep: Class 32 contains 49094 members 
Mstep: Class 33 contains 73598 members 
Mstep: Class 34 contains 48544 members 
Mstep: Class 35 contains 44340 members 
Mstep: Class 36 contains 42123 members 
Mstep: Class 37 contains 39913 members 
Mstep: Class 38 contains 286 members 
Mstep: Class 39 contains 41420 members 
Mstep: Class 40 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400016.000000 Penalty: 138191.531250
Iteration 82Q: 41 clusters Score -1.964e+08 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 47236 members 
Mstep: Class 3 contains 42220 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 39028 members 
Mstep: Class 7 contains 53293 members 
Mstep: Class 8 contains 14560 members 
Mstep: Class 9 contains 42243 members 
Mstep: Class 10 contains 43252 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 12662 members 
Mstep: Class 14 contains 52066 members 
Mstep: Class 15 contains 42243 members 
Mstep: Class 16 contains 10593 members 
Mstep: Class 17 contains 45116 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 47329 members 
Mstep: Class 20 contains 16809 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 43029 members 
Mstep: Class 23 contains 8551 members 
Mstep: Class 24 contains 13831 members 
Mstep: Class 25 contains 1756 members 
Mstep: Class 26 contains 29008 members 
Mstep: Class 27 contains 48248 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 45202 members 
Mstep: Class 32 contains 49096 members 
Mstep: Class 33 contains 73494 members 
Mstep: Class 34 contains 48619 members 
Mstep: Class 35 contains 44268 members 
Mstep: Class 36 contains 42036 members 
Mstep: Class 37 contains 39877 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 42093 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401056.000000 Penalty: 138191.531250
Iteration 83Q: 41 clusters Score -1.964011e+08 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 46964 members 
Mstep: Class 3 contains 42256 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 53216 members 
Mstep: Class 8 contains 14478 members 
Mstep: Class 9 contains 42239 members 
Mstep: Class 10 contains 43847 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 12663 members 
Mstep: Class 14 contains 51933 members 
Mstep: Class 15 contains 42457 members 
Mstep: Class 16 contains 10584 members 
Mstep: Class 17 contains 44967 members 
Mstep: Class 18 contains 42553 members 
Mstep: Class 19 contains 47240 members 
Mstep: Class 20 contains 16790 members 
Mstep: Class 21 contains 5817 members 
Mstep: Class 22 contains 42635 members 
Mstep: Class 23 contains 8543 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 1752 members 
Mstep: Class 26 contains 29080 members 
Mstep: Class 27 contains 48258 members 
Mstep: Class 28 contains 8533 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 45119 members 
Mstep: Class 32 contains 49112 members 
Mstep: Class 33 contains 73370 members 
Mstep: Class 34 contains 48677 members 
Mstep: Class 35 contains 44144 members 
Mstep: Class 36 contains 41963 members 
Mstep: Class 37 contains 39851 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 42743 members 
Mstep: Class 40 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402448.000000 Penalty: 138191.531250
Iteration 84Q: 41 clusters Score -1.964024e+08 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 46709 members 
Mstep: Class 3 contains 42303 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 38729 members 
Mstep: Class 7 contains 53125 members 
Mstep: Class 8 contains 14425 members 
Mstep: Class 9 contains 42211 members 
Mstep: Class 10 contains 44352 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 12653 members 
Mstep: Class 14 contains 51828 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 10574 members 
Mstep: Class 17 contains 44823 members 
Mstep: Class 18 contains 42531 members 
Mstep: Class 19 contains 47188 members 
Mstep: Class 20 contains 16768 members 
Mstep: Class 21 contains 5926 members 
Mstep: Class 22 contains 42288 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 13783 members 
Mstep: Class 25 contains 1748 members 
Mstep: Class 26 contains 29140 members 
Mstep: Class 27 contains 48227 members 
Mstep: Class 28 contains 8668 members 
Mstep: Class 29 contains 772 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 49113 members 
Mstep: Class 33 contains 73295 members 
Mstep: Class 34 contains 48752 members 
Mstep: Class 35 contains 43995 members 
Mstep: Class 36 contains 41938 members 
Mstep: Class 37 contains 39833 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43352 members 
Mstep: Class 40 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402656.000000 Penalty: 138191.531250
Iteration 85Q: 41 clusters Score -1.964027e+08 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 46526 members 
Mstep: Class 3 contains 42329 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 38613 members 
Mstep: Class 7 contains 53063 members 
Mstep: Class 8 contains 14381 members 
Mstep: Class 9 contains 42184 members 
Mstep: Class 10 contains 44774 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 12645 members 
Mstep: Class 14 contains 51723 members 
Mstep: Class 15 contains 42761 members 
Mstep: Class 16 contains 10561 members 
Mstep: Class 17 contains 44721 members 
Mstep: Class 18 contains 42525 members 
Mstep: Class 19 contains 47143 members 
Mstep: Class 20 contains 16746 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 41961 members 
Mstep: Class 23 contains 8514 members 
Mstep: Class 24 contains 13769 members 
Mstep: Class 25 contains 1745 members 
Mstep: Class 26 contains 29201 members 
Mstep: Class 27 contains 48194 members 
Mstep: Class 28 contains 8793 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 44961 members 
Mstep: Class 32 contains 49131 members 
Mstep: Class 33 contains 73219 members 
Mstep: Class 34 contains 48853 members 
Mstep: Class 35 contains 43852 members 
Mstep: Class 36 contains 41894 members 
Mstep: Class 37 contains 39818 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43852 members 
Mstep: Class 40 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403440.000000 Penalty: 138191.531250
Iteration 86Q: 41 clusters Score -1.964034e+08 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 46370 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 38516 members 
Mstep: Class 7 contains 53002 members 
Mstep: Class 8 contains 14365 members 
Mstep: Class 9 contains 42167 members 
Mstep: Class 10 contains 45119 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 12639 members 
Mstep: Class 14 contains 51661 members 
Mstep: Class 15 contains 42861 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 44663 members 
Mstep: Class 18 contains 42530 members 
Mstep: Class 19 contains 47116 members 
Mstep: Class 20 contains 16708 members 
Mstep: Class 21 contains 6115 members 
Mstep: Class 22 contains 41651 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 13755 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 29216 members 
Mstep: Class 27 contains 48211 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 49147 members 
Mstep: Class 33 contains 73174 members 
Mstep: Class 34 contains 48923 members 
Mstep: Class 35 contains 43674 members 
Mstep: Class 36 contains 41844 members 
Mstep: Class 37 contains 39796 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44288 members 
Mstep: Class 40 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404256.000000 Penalty: 138191.531250
Iteration 87Q: 41 clusters Score -1.964043e+08 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 46264 members 
Mstep: Class 3 contains 42503 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 38386 members 
Mstep: Class 7 contains 52928 members 
Mstep: Class 8 contains 14353 members 
Mstep: Class 9 contains 42154 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 12645 members 
Mstep: Class 14 contains 51611 members 
Mstep: Class 15 contains 42919 members 
Mstep: Class 16 contains 10531 members 
Mstep: Class 17 contains 44618 members 
Mstep: Class 18 contains 42560 members 
Mstep: Class 19 contains 47115 members 
Mstep: Class 20 contains 16679 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 41373 members 
Mstep: Class 23 contains 8496 members 
Mstep: Class 24 contains 13746 members 
Mstep: Class 25 contains 1739 members 
Mstep: Class 26 contains 29232 members 
Mstep: Class 27 contains 48231 members 
Mstep: Class 28 contains 9007 members 
Mstep: Class 29 contains 786 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 44834 members 
Mstep: Class 32 contains 49161 members 
Mstep: Class 33 contains 73120 members 
Mstep: Class 34 contains 49027 members 
Mstep: Class 35 contains 43528 members 
Mstep: Class 36 contains 41768 members 
Mstep: Class 37 contains 39759 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44633 members 
Mstep: Class 40 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404400.000000 Penalty: 138191.531250
Iteration 88Q: 41 clusters Score -1.964044e+08 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 46174 members 
Mstep: Class 3 contains 42582 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 52865 members 
Mstep: Class 8 contains 14348 members 
Mstep: Class 9 contains 42148 members 
Mstep: Class 10 contains 45580 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 463 members 
Mstep: Class 13 contains 12641 members 
Mstep: Class 14 contains 51603 members 
Mstep: Class 15 contains 42935 members 
Mstep: Class 16 contains 10524 members 
Mstep: Class 17 contains 44611 members 
Mstep: Class 18 contains 42567 members 
Mstep: Class 19 contains 47064 members 
Mstep: Class 20 contains 16650 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 41144 members 
Mstep: Class 23 contains 8490 members 
Mstep: Class 24 contains 13729 members 
Mstep: Class 25 contains 1739 members 
Mstep: Class 26 contains 29265 members 
Mstep: Class 27 contains 48225 members 
Mstep: Class 28 contains 9113 members 
Mstep: Class 29 contains 791 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 44797 members 
Mstep: Class 32 contains 49182 members 
Mstep: Class 33 contains 73079 members 
Mstep: Class 34 contains 49157 members 
Mstep: Class 35 contains 43353 members 
Mstep: Class 36 contains 41731 members 
Mstep: Class 37 contains 39730 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44926 members 
Mstep: Class 40 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404880.000000 Penalty: 138191.531250
Iteration 89Q: 41 clusters Score -1.964049e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 46103 members 
Mstep: Class 3 contains 42640 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 3007 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 52789 members 
Mstep: Class 8 contains 14343 members 
Mstep: Class 9 contains 42145 members 
Mstep: Class 10 contains 45772 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 12637 members 
Mstep: Class 14 contains 51575 members 
Mstep: Class 15 contains 42937 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 44588 members 
Mstep: Class 18 contains 42619 members 
Mstep: Class 19 contains 47028 members 
Mstep: Class 20 contains 16623 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 40916 members 
Mstep: Class 23 contains 8478 members 
Mstep: Class 24 contains 13723 members 
Mstep: Class 25 contains 1738 members 
Mstep: Class 26 contains 29325 members 
Mstep: Class 27 contains 48189 members 
Mstep: Class 28 contains 9210 members 
Mstep: Class 29 contains 793 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 44756 members 
Mstep: Class 32 contains 49200 members 
Mstep: Class 33 contains 73033 members 
Mstep: Class 34 contains 49322 members 
Mstep: Class 35 contains 43207 members 
Mstep: Class 36 contains 41704 members 
Mstep: Class 37 contains 39706 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45187 members 
Mstep: Class 40 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405312.000000 Penalty: 138191.531250
Iteration 90Q: 41 clusters Score -1.964053e+08 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 46099 members 
Mstep: Class 3 contains 42716 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 38019 members 
Mstep: Class 7 contains 52732 members 
Mstep: Class 8 contains 14345 members 
Mstep: Class 9 contains 42146 members 
Mstep: Class 10 contains 45899 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 12634 members 
Mstep: Class 14 contains 51609 members 
Mstep: Class 15 contains 42932 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 44572 members 
Mstep: Class 18 contains 42640 members 
Mstep: Class 19 contains 47009 members 
Mstep: Class 20 contains 16604 members 
Mstep: Class 21 contains 6364 members 
Mstep: Class 22 contains 40704 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 13706 members 
Mstep: Class 25 contains 1737 members 
Mstep: Class 26 contains 29344 members 
Mstep: Class 27 contains 48169 members 
Mstep: Class 28 contains 9297 members 
Mstep: Class 29 contains 795 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 44707 members 
Mstep: Class 32 contains 49211 members 
Mstep: Class 33 contains 72995 members 
Mstep: Class 34 contains 49472 members 
Mstep: Class 35 contains 43035 members 
Mstep: Class 36 contains 41692 members 
Mstep: Class 37 contains 39690 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45406 members 
Mstep: Class 40 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405760.000000 Penalty: 138191.531250
Iteration 91Q: 41 clusters Score -1.964058e+08 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 46093 members 
Mstep: Class 3 contains 42778 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 2992 members 
Mstep: Class 6 contains 37926 members 
Mstep: Class 7 contains 52682 members 
Mstep: Class 8 contains 14343 members 
Mstep: Class 9 contains 42156 members 
Mstep: Class 10 contains 45970 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 12639 members 
Mstep: Class 14 contains 51664 members 
Mstep: Class 15 contains 42902 members 
Mstep: Class 16 contains 10497 members 
Mstep: Class 17 contains 44585 members 
Mstep: Class 18 contains 42606 members 
Mstep: Class 19 contains 46991 members 
Mstep: Class 20 contains 16596 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 40483 members 
Mstep: Class 23 contains 8456 members 
Mstep: Class 24 contains 13687 members 
Mstep: Class 25 contains 1734 members 
Mstep: Class 26 contains 29405 members 
Mstep: Class 27 contains 48134 members 
Mstep: Class 28 contains 9387 members 
Mstep: Class 29 contains 799 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 44713 members 
Mstep: Class 32 contains 49222 members 
Mstep: Class 33 contains 72956 members 
Mstep: Class 34 contains 49646 members 
Mstep: Class 35 contains 42899 members 
Mstep: Class 36 contains 41642 members 
Mstep: Class 37 contains 39674 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45596 members 
Mstep: Class 40 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406080.000000 Penalty: 138191.531250
Iteration 92Q: 41 clusters Score -1.964061e+08 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 46115 members 
Mstep: Class 3 contains 42831 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 37828 members 
Mstep: Class 7 contains 52641 members 
Mstep: Class 8 contains 14348 members 
Mstep: Class 9 contains 42164 members 
Mstep: Class 10 contains 45983 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 12631 members 
Mstep: Class 14 contains 51687 members 
Mstep: Class 15 contains 42874 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 44575 members 
Mstep: Class 18 contains 42578 members 
Mstep: Class 19 contains 46948 members 
Mstep: Class 20 contains 16581 members 
Mstep: Class 21 contains 6460 members 
Mstep: Class 22 contains 40302 members 
Mstep: Class 23 contains 8449 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 29486 members 
Mstep: Class 27 contains 48105 members 
Mstep: Class 28 contains 9480 members 
Mstep: Class 29 contains 803 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 44711 members 
Mstep: Class 32 contains 49239 members 
Mstep: Class 33 contains 72919 members 
Mstep: Class 34 contains 49821 members 
Mstep: Class 35 contains 42812 members 
Mstep: Class 36 contains 41635 members 
Mstep: Class 37 contains 39678 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45717 members 
Mstep: Class 40 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406320.000000 Penalty: 138191.531250
Iteration 93Q: 41 clusters Score -1.964063e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 46133 members 
Mstep: Class 3 contains 42908 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 37736 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 14345 members 
Mstep: Class 9 contains 42157 members 
Mstep: Class 10 contains 45979 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 12626 members 
Mstep: Class 14 contains 51719 members 
Mstep: Class 15 contains 42848 members 
Mstep: Class 16 contains 10470 members 
Mstep: Class 17 contains 44603 members 
Mstep: Class 18 contains 42570 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 16580 members 
Mstep: Class 21 contains 6498 members 
Mstep: Class 22 contains 40135 members 
Mstep: Class 23 contains 8441 members 
Mstep: Class 24 contains 13660 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 29575 members 
Mstep: Class 27 contains 48086 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 805 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 44700 members 
Mstep: Class 32 contains 49252 members 
Mstep: Class 33 contains 72886 members 
Mstep: Class 34 contains 49988 members 
Mstep: Class 35 contains 42714 members 
Mstep: Class 36 contains 41598 members 
Mstep: Class 37 contains 39677 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45799 members 
Mstep: Class 40 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406080.000000 Penalty: 138191.531250
Iteration 94Q: 41 clusters Score -1.964061e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 46178 members 
Mstep: Class 3 contains 42994 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 52577 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 42156 members 
Mstep: Class 10 contains 45921 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 12627 members 
Mstep: Class 14 contains 51762 members 
Mstep: Class 15 contains 42819 members 
Mstep: Class 16 contains 10455 members 
Mstep: Class 17 contains 44649 members 
Mstep: Class 18 contains 42594 members 
Mstep: Class 19 contains 46876 members 
Mstep: Class 20 contains 16575 members 
Mstep: Class 21 contains 6533 members 
Mstep: Class 22 contains 39967 members 
Mstep: Class 23 contains 8426 members 
Mstep: Class 24 contains 13652 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 29651 members 
Mstep: Class 27 contains 48077 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 807 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 44655 members 
Mstep: Class 32 contains 49268 members 
Mstep: Class 33 contains 72868 members 
Mstep: Class 34 contains 50136 members 
Mstep: Class 35 contains 42594 members 
Mstep: Class 36 contains 41585 members 
Mstep: Class 37 contains 39658 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45866 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406768.000000 Penalty: 138191.531250
Iteration 95Q: 41 clusters Score -1.964068e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 46189 members 
Mstep: Class 3 contains 43076 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 37607 members 
Mstep: Class 7 contains 52540 members 
Mstep: Class 8 contains 14345 members 
Mstep: Class 9 contains 42153 members 
Mstep: Class 10 contains 45792 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 12626 members 
Mstep: Class 14 contains 51797 members 
Mstep: Class 15 contains 42779 members 
Mstep: Class 16 contains 10442 members 
Mstep: Class 17 contains 44699 members 
Mstep: Class 18 contains 42688 members 
Mstep: Class 19 contains 46846 members 
Mstep: Class 20 contains 16578 members 
Mstep: Class 21 contains 6561 members 
Mstep: Class 22 contains 39811 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 13649 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 29780 members 
Mstep: Class 27 contains 48040 members 
Mstep: Class 28 contains 9722 members 
Mstep: Class 29 contains 808 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 44603 members 
Mstep: Class 32 contains 49284 members 
Mstep: Class 33 contains 72856 members 
Mstep: Class 34 contains 50289 members 
Mstep: Class 35 contains 42433 members 
Mstep: Class 36 contains 41580 members 
Mstep: Class 37 contains 39654 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45955 members 
Mstep: Class 40 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407200.000000 Penalty: 138191.531250
Iteration 96Q: 41 clusters Score -1.964072e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 46201 members 
Mstep: Class 3 contains 43152 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 37547 members 
Mstep: Class 7 contains 52506 members 
Mstep: Class 8 contains 14335 members 
Mstep: Class 9 contains 42154 members 
Mstep: Class 10 contains 45646 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 12621 members 
Mstep: Class 14 contains 51824 members 
Mstep: Class 15 contains 42731 members 
Mstep: Class 16 contains 10429 members 
Mstep: Class 17 contains 44739 members 
Mstep: Class 18 contains 42766 members 
Mstep: Class 19 contains 46829 members 
Mstep: Class 20 contains 16572 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 39691 members 
Mstep: Class 23 contains 8407 members 
Mstep: Class 24 contains 13640 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 29889 members 
Mstep: Class 27 contains 48023 members 
Mstep: Class 28 contains 9793 members 
Mstep: Class 29 contains 809 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 44566 members 
Mstep: Class 32 contains 49305 members 
Mstep: Class 33 contains 72846 members 
Mstep: Class 34 contains 50448 members 
Mstep: Class 35 contains 42284 members 
Mstep: Class 36 contains 41554 members 
Mstep: Class 37 contains 39662 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46029 members 
Mstep: Class 40 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407104.000000 Penalty: 138191.531250
Iteration 97Q: 41 clusters Score -1.964071e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 46233 members 
Mstep: Class 3 contains 43203 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 37464 members 
Mstep: Class 7 contains 52470 members 
Mstep: Class 8 contains 14337 members 
Mstep: Class 9 contains 42149 members 
Mstep: Class 10 contains 45478 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 12625 members 
Mstep: Class 14 contains 51833 members 
Mstep: Class 15 contains 42688 members 
Mstep: Class 16 contains 10419 members 
Mstep: Class 17 contains 44744 members 
Mstep: Class 18 contains 42830 members 
Mstep: Class 19 contains 46807 members 
Mstep: Class 20 contains 16567 members 
Mstep: Class 21 contains 6617 members 
Mstep: Class 22 contains 39551 members 
Mstep: Class 23 contains 8402 members 
Mstep: Class 24 contains 13621 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 30025 members 
Mstep: Class 27 contains 48023 members 
Mstep: Class 28 contains 9864 members 
Mstep: Class 29 contains 810 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 44537 members 
Mstep: Class 32 contains 49336 members 
Mstep: Class 33 contains 72830 members 
Mstep: Class 34 contains 50644 members 
Mstep: Class 35 contains 42160 members 
Mstep: Class 36 contains 41536 members 
Mstep: Class 37 contains 39673 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46103 members 
Mstep: Class 40 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407328.000000 Penalty: 138191.531250
Iteration 98Q: 41 clusters Score -1.964073e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 46233 members 
Mstep: Class 3 contains 43232 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 37390 members 
Mstep: Class 7 contains 52425 members 
Mstep: Class 8 contains 14327 members 
Mstep: Class 9 contains 42144 members 
Mstep: Class 10 contains 45302 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 12634 members 
Mstep: Class 14 contains 51856 members 
Mstep: Class 15 contains 42653 members 
Mstep: Class 16 contains 10403 members 
Mstep: Class 17 contains 44726 members 
Mstep: Class 18 contains 42928 members 
Mstep: Class 19 contains 46751 members 
Mstep: Class 20 contains 16560 members 
Mstep: Class 21 contains 6629 members 
Mstep: Class 22 contains 39450 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 13599 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 30173 members 
Mstep: Class 27 contains 48029 members 
Mstep: Class 28 contains 9914 members 
Mstep: Class 29 contains 810 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44533 members 
Mstep: Class 32 contains 49357 members 
Mstep: Class 33 contains 72832 members 
Mstep: Class 34 contains 50830 members 
Mstep: Class 35 contains 42021 members 
Mstep: Class 36 contains 41557 members 
Mstep: Class 37 contains 39696 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46172 members 
Mstep: Class 40 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407536.000000 Penalty: 138191.531250
Iteration 99Q: 41 clusters Score -1.964075e+08 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 46243 members 
Mstep: Class 3 contains 43250 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 37297 members 
Mstep: Class 7 contains 52399 members 
Mstep: Class 8 contains 14312 members 
Mstep: Class 9 contains 42146 members 
Mstep: Class 10 contains 45158 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 12640 members 
Mstep: Class 14 contains 51868 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 10385 members 
Mstep: Class 17 contains 44712 members 
Mstep: Class 18 contains 43046 members 
Mstep: Class 19 contains 46712 members 
Mstep: Class 20 contains 16547 members 
Mstep: Class 21 contains 6645 members 
Mstep: Class 22 contains 39366 members 
Mstep: Class 23 contains 8392 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 30286 members 
Mstep: Class 27 contains 47998 members 
Mstep: Class 28 contains 9957 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44544 members 
Mstep: Class 32 contains 49367 members 
Mstep: Class 33 contains 72842 members 
Mstep: Class 34 contains 51007 members 
Mstep: Class 35 contains 41915 members 
Mstep: Class 36 contains 41563 members 
Mstep: Class 37 contains 39703 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46221 members 
Mstep: Class 40 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407392.000000 Penalty: 138191.531250
Iteration 100F: 41 clusters Score -1.964074e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 46233 members 
Mstep: Class 3 contains 43268 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 37209 members 
Mstep: Class 7 contains 52357 members 
Mstep: Class 8 contains 14308 members 
Mstep: Class 9 contains 42143 members 
Mstep: Class 10 contains 45014 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 12639 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 42624 members 
Mstep: Class 16 contains 10375 members 
Mstep: Class 17 contains 44679 members 
Mstep: Class 18 contains 43128 members 
Mstep: Class 19 contains 46704 members 
Mstep: Class 20 contains 16544 members 
Mstep: Class 21 contains 6657 members 
Mstep: Class 22 contains 39301 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 13571 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 30424 members 
Mstep: Class 27 contains 47977 members 
Mstep: Class 28 contains 10002 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44563 members 
Mstep: Class 32 contains 49383 members 
Mstep: Class 33 contains 72837 members 
Mstep: Class 34 contains 51172 members 
Mstep: Class 35 contains 41815 members 
Mstep: Class 36 contains 41558 members 
Mstep: Class 37 contains 39719 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46259 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407632.000000 Penalty: 138191.531250
Iteration 101Q: 41 clusters Score -1.964076e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 46233 members 
Mstep: Class 3 contains 43279 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 37092 members 
Mstep: Class 7 contains 52330 members 
Mstep: Class 8 contains 14294 members 
Mstep: Class 9 contains 42145 members 
Mstep: Class 10 contains 44912 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 12641 members 
Mstep: Class 14 contains 51919 members 
Mstep: Class 15 contains 42631 members 
Mstep: Class 16 contains 10368 members 
Mstep: Class 17 contains 44646 members 
Mstep: Class 18 contains 43226 members 
Mstep: Class 19 contains 46701 members 
Mstep: Class 20 contains 16526 members 
Mstep: Class 21 contains 6668 members 
Mstep: Class 22 contains 39225 members 
Mstep: Class 23 contains 8376 members 
Mstep: Class 24 contains 13568 members 
Mstep: Class 25 contains 1727 members 
Mstep: Class 26 contains 30568 members 
Mstep: Class 27 contains 47966 members 
Mstep: Class 28 contains 10040 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44556 members 
Mstep: Class 32 contains 49394 members 
Mstep: Class 33 contains 72809 members 
Mstep: Class 34 contains 51315 members 
Mstep: Class 35 contains 41721 members 
Mstep: Class 36 contains 41551 members 
Mstep: Class 37 contains 39728 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46290 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407776.000000 Penalty: 138191.531250
Iteration 102Q: 41 clusters Score -1.964078e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 46256 members 
Mstep: Class 3 contains 43272 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 36989 members 
Mstep: Class 7 contains 52318 members 
Mstep: Class 8 contains 14280 members 
Mstep: Class 9 contains 42136 members 
Mstep: Class 10 contains 44829 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 12635 members 
Mstep: Class 14 contains 51949 members 
Mstep: Class 15 contains 42637 members 
Mstep: Class 16 contains 10360 members 
Mstep: Class 17 contains 44633 members 
Mstep: Class 18 contains 43309 members 
Mstep: Class 19 contains 46702 members 
Mstep: Class 20 contains 16513 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 39146 members 
Mstep: Class 23 contains 8374 members 
Mstep: Class 24 contains 13555 members 
Mstep: Class 25 contains 1726 members 
Mstep: Class 26 contains 30713 members 
Mstep: Class 27 contains 47940 members 
Mstep: Class 28 contains 10062 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44561 members 
Mstep: Class 32 contains 49395 members 
Mstep: Class 33 contains 72767 members 
Mstep: Class 34 contains 51466 members 
Mstep: Class 35 contains 41672 members 
Mstep: Class 36 contains 41503 members 
Mstep: Class 37 contains 39739 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46305 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408048.000000 Penalty: 138191.531250
Iteration 103Q: 41 clusters Score -1.96408e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 46292 members 
Mstep: Class 3 contains 43267 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 36912 members 
Mstep: Class 7 contains 52291 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 42130 members 
Mstep: Class 10 contains 44765 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 12625 members 
Mstep: Class 14 contains 51967 members 
Mstep: Class 15 contains 42642 members 
Mstep: Class 16 contains 10354 members 
Mstep: Class 17 contains 44637 members 
Mstep: Class 18 contains 43359 members 
Mstep: Class 19 contains 46684 members 
Mstep: Class 20 contains 16498 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 39054 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 13539 members 
Mstep: Class 25 contains 1725 members 
Mstep: Class 26 contains 30844 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 44537 members 
Mstep: Class 32 contains 49400 members 
Mstep: Class 33 contains 72728 members 
Mstep: Class 34 contains 51611 members 
Mstep: Class 35 contains 41618 members 
Mstep: Class 36 contains 41490 members 
Mstep: Class 37 contains 39751 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46310 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408128.000000 Penalty: 138191.531250
Iteration 104Q: 41 clusters Score -1.964081e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 46317 members 
Mstep: Class 3 contains 43276 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 2917 members 
Mstep: Class 6 contains 36826 members 
Mstep: Class 7 contains 52270 members 
Mstep: Class 8 contains 14254 members 
Mstep: Class 9 contains 42132 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 12610 members 
Mstep: Class 14 contains 51957 members 
Mstep: Class 15 contains 42669 members 
Mstep: Class 16 contains 10342 members 
Mstep: Class 17 contains 44614 members 
Mstep: Class 18 contains 43359 members 
Mstep: Class 19 contains 46670 members 
Mstep: Class 20 contains 16482 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 38984 members 
Mstep: Class 23 contains 8351 members 
Mstep: Class 24 contains 13532 members 
Mstep: Class 25 contains 1724 members 
Mstep: Class 26 contains 30998 members 
Mstep: Class 27 contains 47991 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44513 members 
Mstep: Class 32 contains 49408 members 
Mstep: Class 33 contains 72695 members 
Mstep: Class 34 contains 51750 members 
Mstep: Class 35 contains 41611 members 
Mstep: Class 36 contains 41476 members 
Mstep: Class 37 contains 39756 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46304 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408208.000000 Penalty: 138191.531250
Iteration 105Q: 41 clusters Score -1.964082e+08 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 46351 members 
Mstep: Class 3 contains 43264 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 2913 members 
Mstep: Class 6 contains 36726 members 
Mstep: Class 7 contains 52257 members 
Mstep: Class 8 contains 14241 members 
Mstep: Class 9 contains 42123 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 12598 members 
Mstep: Class 14 contains 51949 members 
Mstep: Class 15 contains 42701 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 44605 members 
Mstep: Class 18 contains 43400 members 
Mstep: Class 19 contains 46660 members 
Mstep: Class 20 contains 16477 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 38911 members 
Mstep: Class 23 contains 8344 members 
Mstep: Class 24 contains 13526 members 
Mstep: Class 25 contains 1723 members 
Mstep: Class 26 contains 31169 members 
Mstep: Class 27 contains 47988 members 
Mstep: Class 28 contains 10131 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44493 members 
Mstep: Class 32 contains 49419 members 
Mstep: Class 33 contains 72662 members 
Mstep: Class 34 contains 51895 members 
Mstep: Class 35 contains 41592 members 
Mstep: Class 36 contains 41429 members 
Mstep: Class 37 contains 39766 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46294 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408464.000000 Penalty: 138191.531250
Iteration 106Q: 41 clusters Score -1.964085e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 46405 members 
Mstep: Class 3 contains 43256 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 36619 members 
Mstep: Class 7 contains 52234 members 
Mstep: Class 8 contains 14221 members 
Mstep: Class 9 contains 42115 members 
Mstep: Class 10 contains 44541 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12597 members 
Mstep: Class 14 contains 51944 members 
Mstep: Class 15 contains 42757 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 44598 members 
Mstep: Class 18 contains 43436 members 
Mstep: Class 19 contains 46649 members 
Mstep: Class 20 contains 16473 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 38852 members 
Mstep: Class 23 contains 8344 members 
Mstep: Class 24 contains 13530 members 
Mstep: Class 25 contains 1720 members 
Mstep: Class 26 contains 31306 members 
Mstep: Class 27 contains 47996 members 
Mstep: Class 28 contains 10150 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44458 members 
Mstep: Class 32 contains 49421 members 
Mstep: Class 33 contains 72628 members 
Mstep: Class 34 contains 52001 members 
Mstep: Class 35 contains 41572 members 
Mstep: Class 36 contains 41394 members 
Mstep: Class 37 contains 39769 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46292 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408544.000000 Penalty: 138191.531250
Iteration 107Q: 41 clusters Score -1.964085e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 46408 members 
Mstep: Class 3 contains 43259 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 36494 members 
Mstep: Class 7 contains 52212 members 
Mstep: Class 8 contains 14209 members 
Mstep: Class 9 contains 42112 members 
Mstep: Class 10 contains 44488 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12589 members 
Mstep: Class 14 contains 51950 members 
Mstep: Class 15 contains 42791 members 
Mstep: Class 16 contains 10317 members 
Mstep: Class 17 contains 44583 members 
Mstep: Class 18 contains 43489 members 
Mstep: Class 19 contains 46629 members 
Mstep: Class 20 contains 16463 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 38793 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 13533 members 
Mstep: Class 25 contains 1719 members 
Mstep: Class 26 contains 31467 members 
Mstep: Class 27 contains 48002 members 
Mstep: Class 28 contains 10168 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44422 members 
Mstep: Class 32 contains 49424 members 
Mstep: Class 33 contains 72621 members 
Mstep: Class 34 contains 52137 members 
Mstep: Class 35 contains 41516 members 
Mstep: Class 36 contains 41354 members 
Mstep: Class 37 contains 39784 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46312 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409072.000000 Penalty: 138191.531250
Iteration 108Q: 41 clusters Score -1.964091e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 46405 members 
Mstep: Class 3 contains 43250 members 
Mstep: Class 4 contains 4254 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 36370 members 
Mstep: Class 7 contains 52179 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 44417 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 51956 members 
Mstep: Class 15 contains 42812 members 
Mstep: Class 16 contains 10314 members 
Mstep: Class 17 contains 44594 members 
Mstep: Class 18 contains 43520 members 
Mstep: Class 19 contains 46612 members 
Mstep: Class 20 contains 16457 members 
Mstep: Class 21 contains 6729 members 
Mstep: Class 22 contains 38718 members 
Mstep: Class 23 contains 8333 members 
Mstep: Class 24 contains 13528 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 31669 members 
Mstep: Class 27 contains 48030 members 
Mstep: Class 28 contains 10186 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44373 members 
Mstep: Class 32 contains 49426 members 
Mstep: Class 33 contains 72618 members 
Mstep: Class 34 contains 52268 members 
Mstep: Class 35 contains 41488 members 
Mstep: Class 36 contains 41310 members 
Mstep: Class 37 contains 39797 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46337 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408864.000000 Penalty: 138191.531250
Iteration 109Q: 41 clusters Score -1.964089e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 46422 members 
Mstep: Class 3 contains 43247 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 36244 members 
Mstep: Class 7 contains 52144 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 42113 members 
Mstep: Class 10 contains 44347 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 14 contains 51951 members 
Mstep: Class 15 contains 42854 members 
Mstep: Class 16 contains 10314 members 
Mstep: Class 17 contains 44609 members 
Mstep: Class 18 contains 43543 members 
Mstep: Class 19 contains 46606 members 
Mstep: Class 20 contains 16447 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 38665 members 
Mstep: Class 23 contains 8331 members 
Mstep: Class 24 contains 13528 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 31842 members 
Mstep: Class 27 contains 48058 members 
Mstep: Class 28 contains 10201 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44310 members 
Mstep: Class 32 contains 49427 members 
Mstep: Class 33 contains 72609 members 
Mstep: Class 34 contains 52378 members 
Mstep: Class 35 contains 41457 members 
Mstep: Class 36 contains 41271 members 
Mstep: Class 37 contains 39808 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46349 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408624.000000 Penalty: 138191.531250
Iteration 110Q: 41 clusters Score -1.964086e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 46424 members 
Mstep: Class 3 contains 43240 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 36098 members 
Mstep: Class 7 contains 52105 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 42108 members 
Mstep: Class 10 contains 44296 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12561 members 
Mstep: Class 14 contains 51962 members 
Mstep: Class 15 contains 42900 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 44620 members 
Mstep: Class 18 contains 43581 members 
Mstep: Class 19 contains 46615 members 
Mstep: Class 20 contains 16437 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 38599 members 
Mstep: Class 23 contains 8320 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 32054 members 
Mstep: Class 27 contains 48056 members 
Mstep: Class 28 contains 10217 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44272 members 
Mstep: Class 32 contains 49420 members 
Mstep: Class 33 contains 72586 members 
Mstep: Class 34 contains 52512 members 
Mstep: Class 35 contains 41439 members 
Mstep: Class 36 contains 41186 members 
Mstep: Class 37 contains 39811 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46368 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409008.000000 Penalty: 138191.531250
Iteration 111Q: 41 clusters Score -1.96409e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 46420 members 
Mstep: Class 3 contains 43242 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 35950 members 
Mstep: Class 7 contains 52071 members 
Mstep: Class 8 contains 14155 members 
Mstep: Class 9 contains 42108 members 
Mstep: Class 10 contains 44247 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12554 members 
Mstep: Class 14 contains 51966 members 
Mstep: Class 15 contains 42959 members 
Mstep: Class 16 contains 10315 members 
Mstep: Class 17 contains 44613 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 46616 members 
Mstep: Class 20 contains 16425 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 38517 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 32274 members 
Mstep: Class 27 contains 48051 members 
Mstep: Class 28 contains 10230 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44227 members 
Mstep: Class 32 contains 49422 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 52673 members 
Mstep: Class 35 contains 41396 members 
Mstep: Class 36 contains 41093 members 
Mstep: Class 37 contains 39817 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46388 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408592.000000 Penalty: 138191.531250
Iteration 112Q: 41 clusters Score -1.964086e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 46400 members 
Mstep: Class 3 contains 43261 members 
Mstep: Class 4 contains 4292 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 35835 members 
Mstep: Class 7 contains 52034 members 
Mstep: Class 8 contains 14153 members 
Mstep: Class 9 contains 42101 members 
Mstep: Class 10 contains 44204 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12545 members 
Mstep: Class 14 contains 51971 members 
Mstep: Class 15 contains 43032 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 44583 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 46586 members 
Mstep: Class 20 contains 16409 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 38447 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 32496 members 
Mstep: Class 27 contains 48040 members 
Mstep: Class 28 contains 10230 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44192 members 
Mstep: Class 32 contains 49418 members 
Mstep: Class 33 contains 72593 members 
Mstep: Class 34 contains 52821 members 
Mstep: Class 35 contains 41399 members 
Mstep: Class 36 contains 41035 members 
Mstep: Class 37 contains 39831 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46392 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409152.000000 Penalty: 138191.531250
Iteration 113Q: 41 clusters Score -1.964092e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 46386 members 
Mstep: Class 3 contains 43264 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 2888 members 
Mstep: Class 6 contains 35680 members 
Mstep: Class 7 contains 52013 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 9 contains 42100 members 
Mstep: Class 10 contains 44181 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12537 members 
Mstep: Class 14 contains 51976 members 
Mstep: Class 15 contains 43123 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 44530 members 
Mstep: Class 18 contains 43569 members 
Mstep: Class 19 contains 46551 members 
Mstep: Class 20 contains 16398 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 38380 members 
Mstep: Class 23 contains 8313 members 
Mstep: Class 24 contains 13522 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 32735 members 
Mstep: Class 27 contains 48046 members 
Mstep: Class 28 contains 10227 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44148 members 
Mstep: Class 32 contains 49409 members 
Mstep: Class 33 contains 72594 members 
Mstep: Class 34 contains 52969 members 
Mstep: Class 35 contains 41427 members 
Mstep: Class 36 contains 40970 members 
Mstep: Class 37 contains 39827 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46386 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409056.000000 Penalty: 138191.531250
Iteration 114Q: 41 clusters Score -1.964091e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 46372 members 
Mstep: Class 3 contains 43250 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 2886 members 
Mstep: Class 6 contains 35531 members 
Mstep: Class 7 contains 51990 members 
Mstep: Class 8 contains 14145 members 
Mstep: Class 9 contains 42092 members 
Mstep: Class 10 contains 44140 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12531 members 
Mstep: Class 14 contains 51974 members 
Mstep: Class 15 contains 43221 members 
Mstep: Class 16 contains 10296 members 
Mstep: Class 17 contains 44495 members 
Mstep: Class 18 contains 43575 members 
Mstep: Class 19 contains 46548 members 
Mstep: Class 20 contains 16384 members 
Mstep: Class 21 contains 6747 members 
Mstep: Class 22 contains 38326 members 
Mstep: Class 23 contains 8309 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 32963 members 
Mstep: Class 27 contains 48048 members 
Mstep: Class 28 contains 10228 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 44125 members 
Mstep: Class 32 contains 49405 members 
Mstep: Class 33 contains 72571 members 
Mstep: Class 34 contains 53098 members 
Mstep: Class 35 contains 41448 members 
Mstep: Class 36 contains 40898 members 
Mstep: Class 37 contains 39829 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46383 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408992.000000 Penalty: 138191.531250
Iteration 115Q: 41 clusters Score -1.96409e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 46377 members 
Mstep: Class 3 contains 43236 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 2882 members 
Mstep: Class 6 contains 35341 members 
Mstep: Class 7 contains 51967 members 
Mstep: Class 8 contains 14133 members 
Mstep: Class 9 contains 42088 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 51981 members 
Mstep: Class 15 contains 43345 members 
Mstep: Class 16 contains 10295 members 
Mstep: Class 17 contains 44451 members 
Mstep: Class 18 contains 43616 members 
Mstep: Class 19 contains 46541 members 
Mstep: Class 20 contains 16381 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 38282 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 13534 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33211 members 
Mstep: Class 27 contains 48035 members 
Mstep: Class 28 contains 10235 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 44097 members 
Mstep: Class 32 contains 49401 members 
Mstep: Class 33 contains 72563 members 
Mstep: Class 34 contains 53202 members 
Mstep: Class 35 contains 41458 members 
Mstep: Class 36 contains 40803 members 
Mstep: Class 37 contains 39817 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46361 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409088.000000 Penalty: 138191.531250
Iteration 116Q: 41 clusters Score -1.964091e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 46372 members 
Mstep: Class 3 contains 43238 members 
Mstep: Class 4 contains 4312 members 
Mstep: Class 5 contains 2876 members 
Mstep: Class 6 contains 35145 members 
Mstep: Class 7 contains 51956 members 
Mstep: Class 8 contains 14129 members 
Mstep: Class 9 contains 42087 members 
Mstep: Class 10 contains 44059 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12518 members 
Mstep: Class 14 contains 51990 members 
Mstep: Class 15 contains 43444 members 
Mstep: Class 16 contains 10291 members 
Mstep: Class 17 contains 44389 members 
Mstep: Class 18 contains 43644 members 
Mstep: Class 19 contains 46568 members 
Mstep: Class 20 contains 16366 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 38244 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33458 members 
Mstep: Class 27 contains 47992 members 
Mstep: Class 28 contains 10237 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44091 members 
Mstep: Class 32 contains 49396 members 
Mstep: Class 33 contains 72565 members 
Mstep: Class 34 contains 53332 members 
Mstep: Class 35 contains 41485 members 
Mstep: Class 36 contains 40676 members 
Mstep: Class 37 contains 39812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46347 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409232.000000 Penalty: 138191.531250
Iteration 117Q: 41 clusters Score -1.964092e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 46378 members 
Mstep: Class 3 contains 43240 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 2871 members 
Mstep: Class 6 contains 34949 members 
Mstep: Class 7 contains 51931 members 
Mstep: Class 8 contains 14130 members 
Mstep: Class 9 contains 42084 members 
Mstep: Class 10 contains 44017 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 14 contains 51993 members 
Mstep: Class 15 contains 43546 members 
Mstep: Class 16 contains 10286 members 
Mstep: Class 17 contains 44329 members 
Mstep: Class 18 contains 43661 members 
Mstep: Class 19 contains 46626 members 
Mstep: Class 20 contains 16354 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 38224 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13548 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33702 members 
Mstep: Class 27 contains 47968 members 
Mstep: Class 28 contains 10245 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44058 members 
Mstep: Class 32 contains 49398 members 
Mstep: Class 33 contains 72582 members 
Mstep: Class 34 contains 53439 members 
Mstep: Class 35 contains 41482 members 
Mstep: Class 36 contains 40534 members 
Mstep: Class 37 contains 39811 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46344 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409504.000000 Penalty: 138191.531250
Iteration 118Q: 41 clusters Score -1.964095e+08 nChanged 2184
Entering ConstructFrom: 
Score: -196409504.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (16320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Entering Unmasked Estep 
Score: -2872799.750000 Penalty: 2405.636475
	Iteration 0F: 2 clusters Score -2872800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2861133.750000 Penalty: 4811.272949
	Iteration 0F: 3 clusters Score -2861134 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2865149.750000 Penalty: 4811.272949
	Iteration 1F: 3 clusters Score -2865150 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2865685.000000 Penalty: 4811.272949
	Iteration 2F: 3 clusters Score -2865685 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2866130.000000 Penalty: 4811.272949
	Iteration 3F: 3 clusters Score -2866130 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2866582.750000 Penalty: 4811.272949
	Iteration 4F: 3 clusters Score -2866583 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2867044.750000 Penalty: 4811.272949
	Iteration 5F: 3 clusters Score -2867045 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2867459.250000 Penalty: 4811.272949
	Iteration 6Q: 3 clusters Score -2867459 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2867811.000000 Penalty: 4811.272949
	Iteration 7Q: 3 clusters Score -2867811 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2868094.250000 Penalty: 4811.272949
	Iteration 8Q: 3 clusters Score -2868094 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2868326.250000 Penalty: 4811.272949
	Iteration 9Q: 3 clusters Score -2868326 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2868491.250000 Penalty: 4811.272949
	Iteration 10Q: 3 clusters Score -2868491 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2868619.750000 Penalty: 4811.272949
	Iteration 11Q: 3 clusters Score -2868620 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2868743.250000 Penalty: 4811.272949
	Iteration 12Q: 3 clusters Score -2868743 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2868807.750000 Penalty: 4811.272949
	Iteration 13Q: 3 clusters Score -2868808 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2868871.750000 Penalty: 4811.272949
	Iteration 14Q: 3 clusters Score -2868872 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2868912.250000 Penalty: 4811.272949
	Iteration 15Q: 3 clusters Score -2868912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2868972.000000 Penalty: 4811.272949
	Iteration 16Q: 3 clusters Score -2868972 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2869004.000000 Penalty: 4811.272949
	Iteration 17Q: 3 clusters Score -2869004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2869045.500000 Penalty: 4811.272949
	Iteration 18Q: 3 clusters Score -2869046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2869077.500000 Penalty: 4811.272949
	Iteration 19Q: 3 clusters Score -2869078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2869133.750000 Penalty: 4811.272949
	Iteration 20F: 3 clusters Score -2869134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2869184.750000 Penalty: 4811.272949
	Iteration 21Q: 3 clusters Score -2869185 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2869237.500000 Penalty: 4811.272949
	Iteration 22Q: 3 clusters Score -2869238 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2869282.500000 Penalty: 4811.272949
	Iteration 23Q: 3 clusters Score -2869282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2869342.000000 Penalty: 4811.272949
	Iteration 24Q: 3 clusters Score -2869342 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2869388.500000 Penalty: 4811.272949
	Iteration 25Q: 3 clusters Score -2869388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2869451.750000 Penalty: 4811.272949
	Iteration 26Q: 3 clusters Score -2869452 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2869520.750000 Penalty: 4811.272949
	Iteration 27Q: 3 clusters Score -2869521 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2869607.250000 Penalty: 4811.272949
	Iteration 28Q: 3 clusters Score -2869607 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2869667.500000 Penalty: 4811.272949
	Iteration 29Q: 3 clusters Score -2869668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2869724.750000 Penalty: 4811.272949
	Iteration 30Q: 3 clusters Score -2869725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2869781.250000 Penalty: 4811.272949
	Iteration 31Q: 3 clusters Score -2869781 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2869846.250000 Penalty: 4811.272949
	Iteration 32Q: 3 clusters Score -2869846 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2869923.250000 Penalty: 4811.272949
	Iteration 33Q: 3 clusters Score -2869923 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2870006.750000 Penalty: 4811.272949
	Iteration 34Q: 3 clusters Score -2870007 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2870078.500000 Penalty: 4811.272949
	Iteration 35Q: 3 clusters Score -2870078 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2870161.500000 Penalty: 4811.272949
	Iteration 36Q: 3 clusters Score -2870162 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2870233.750000 Penalty: 4811.272949
	Iteration 37Q: 3 clusters Score -2870234 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2870297.250000 Penalty: 4811.272949
	Iteration 38Q: 3 clusters Score -2870297 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2870350.000000 Penalty: 4811.272949
	Iteration 39Q: 3 clusters Score -2870350 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2870399.500000 Penalty: 4811.272949
	Iteration 40F: 3 clusters Score -2870400 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2870463.250000 Penalty: 4811.272949
	Iteration 41Q: 3 clusters Score -2870463 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2870522.500000 Penalty: 4811.272949
	Iteration 42Q: 3 clusters Score -2870522 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2870594.250000 Penalty: 4811.272949
	Iteration 43Q: 3 clusters Score -2870594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2870667.750000 Penalty: 4811.272949
	Iteration 44Q: 3 clusters Score -2870668 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2870736.000000 Penalty: 4811.272949
	Iteration 45Q: 3 clusters Score -2870736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2870798.500000 Penalty: 4811.272949
	Iteration 46Q: 3 clusters Score -2870798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2870850.250000 Penalty: 4811.272949
	Iteration 47Q: 3 clusters Score -2870850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2870908.500000 Penalty: 4811.272949
	Iteration 48Q: 3 clusters Score -2870908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2870968.000000 Penalty: 4811.272949
	Iteration 49Q: 3 clusters Score -2870968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2871026.250000 Penalty: 4811.272949
	Iteration 50Q: 3 clusters Score -2871026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2871073.000000 Penalty: 4811.272949
	Iteration 51Q: 3 clusters Score -2871073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2871108.750000 Penalty: 4811.272949
	Iteration 52Q: 3 clusters Score -2871109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2871139.500000 Penalty: 4811.272949
	Iteration 53Q: 3 clusters Score -2871140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2871165.750000 Penalty: 4811.272949
	Iteration 54Q: 3 clusters Score -2871166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2871178.500000 Penalty: 4811.272949
	Iteration 55Q: 3 clusters Score -2871178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2871197.750000 Penalty: 4811.272949
	Iteration 56Q: 3 clusters Score -2871198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2871221.000000 Penalty: 4811.272949
	Iteration 57Q: 3 clusters Score -2871221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2871229.500000 Penalty: 4811.272949
	Iteration 58Q: 3 clusters Score -2871230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2871238.000000 Penalty: 4811.272949
	Iteration 59Q: 3 clusters Score -2871238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2871248.500000 Penalty: 4811.272949
	Iteration 60F: 3 clusters Score -2871248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2871257.000000 Penalty: 4811.272949
	Iteration 61Q: 3 clusters Score -2871257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2871265.750000 Penalty: 4811.272949
	Iteration 62Q: 3 clusters Score -2871266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2871274.500000 Penalty: 4811.272949
	Iteration 63Q: 3 clusters Score -2871274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2871286.000000 Penalty: 4811.272949
	Iteration 64Q: 3 clusters Score -2871286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2871298.000000 Penalty: 4811.272949
	Iteration 65Q: 3 clusters Score -2871298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2871305.000000 Penalty: 4811.272949
	Iteration 66Q: 3 clusters Score -2871305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2871306.500000 Penalty: 4811.272949
	Iteration 67Q: 3 clusters Score -2871306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2871310.750000 Penalty: 4811.272949
	Iteration 68Q: 3 clusters Score -2871311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2871312.250000 Penalty: 4811.272949
	Iteration 69Q: 3 clusters Score -2871312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2871316.250000 Penalty: 4811.272949
	Iteration 70Q: 3 clusters Score -2871316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2871316.750000 Penalty: 4811.272949
	Iteration 71Q: 3 clusters Score -2871317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2871319.750000 Penalty: 4811.272949
	Iteration 72Q: 3 clusters Score -2871320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2871314.500000 Penalty: 4811.272949
	Iteration 73Q: 3 clusters Score -2871314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2871315.750000 Penalty: 4811.272949
	Iteration 74Q: 3 clusters Score -2871316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2871315.750000 Penalty: 4811.272949
	Iteration 75F: 3 clusters Score -2871316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Entering Unmasked Estep 
Score: -8411695.000000 Penalty: 2664.832275
	Iteration 0F: 2 clusters Score -8411695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -8382014.000000 Penalty: 5329.664551
	Iteration 0F: 3 clusters Score -8382014 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8393887.000000 Penalty: 5329.664551
	Iteration 1F: 3 clusters Score -8393887 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -8394493.000000 Penalty: 5329.664551
	Iteration 2Q: 3 clusters Score -8394493 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -8395186.000000 Penalty: 5329.664551
	Iteration 3Q: 3 clusters Score -8395186 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -8396030.000000 Penalty: 5329.664551
	Iteration 4Q: 3 clusters Score -8396030 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -8397263.000000 Penalty: 5329.664551
	Iteration 5F: 3 clusters Score -8397263 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -8399074.000000 Penalty: 5329.664551
	Iteration 6F: 3 clusters Score -8399074 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -8401653.000000 Penalty: 5329.664551
	Iteration 7F: 3 clusters Score -8401653 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -8404657.000000 Penalty: 5329.664551
	Iteration 8F: 3 clusters Score -8404657 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8407079.000000 Penalty: 5329.664551
	Iteration 9F: 3 clusters Score -8407079 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8408391.000000 Penalty: 5329.664551
	Iteration 10Q: 3 clusters Score -8408391 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8408978.000000 Penalty: 5329.664551
	Iteration 11Q: 3 clusters Score -8408978 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8409189.000000 Penalty: 5329.664551
	Iteration 12Q: 3 clusters Score -8409189 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8409272.000000 Penalty: 5329.664551
	Iteration 13Q: 3 clusters Score -8409272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8409343.000000 Penalty: 5329.664551
	Iteration 14Q: 3 clusters Score -8409343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8409391.000000 Penalty: 5329.664551
	Iteration 15Q: 3 clusters Score -8409391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8409398.000000 Penalty: 5329.664551
	Iteration 16Q: 3 clusters Score -8409398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8409411.000000 Penalty: 5329.664551
	Iteration 17Q: 3 clusters Score -8409411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8409411.000000 Penalty: 5329.664551
	Iteration 18Q: 3 clusters Score -8409411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8409416.000000 Penalty: 5329.664551
	Iteration 19Q: 3 clusters Score -8409416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8409420.000000 Penalty: 5329.664551
	Iteration 20F: 3 clusters Score -8409420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Entering Unmasked Estep 
Score: -7703112.500000 Penalty: 2647.120605
	Iteration 0F: 2 clusters Score -7703112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -7674487.000000 Penalty: 5294.241211
	Iteration 0F: 3 clusters Score -7674487 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -7685091.000000 Penalty: 5294.241211
	Iteration 1F: 3 clusters Score -7685091 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -7685799.000000 Penalty: 5294.241211
	Iteration 2Q: 3 clusters Score -7685799 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -7686518.500000 Penalty: 5294.241211
	Iteration 3Q: 3 clusters Score -7686518 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -7687486.000000 Penalty: 5294.241211
	Iteration 4Q: 3 clusters Score -7687486 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -7688605.500000 Penalty: 5294.241211
	Iteration 5F: 3 clusters Score -7688606 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -7689900.000000 Penalty: 5294.241211
	Iteration 6F: 3 clusters Score -7689900 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -7691251.500000 Penalty: 5294.241211
	Iteration 7F: 3 clusters Score -7691252 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -7692860.000000 Penalty: 5294.241211
	Iteration 8F: 3 clusters Score -7692860 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7694393.000000 Penalty: 5294.241211
	Iteration 9F: 3 clusters Score -7694393 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -7695749.500000 Penalty: 5294.241211
	Iteration 10Q: 3 clusters Score -7695750 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -7696845.500000 Penalty: 5294.241211
	Iteration 11Q: 3 clusters Score -7696846 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -7697565.000000 Penalty: 5294.241211
	Iteration 12Q: 3 clusters Score -7697565 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -7698023.500000 Penalty: 5294.241211
	Iteration 13Q: 3 clusters Score -7698024 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -7698401.500000 Penalty: 5294.241211
	Iteration 14Q: 3 clusters Score -7698402 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -7698741.000000 Penalty: 5294.241211
	Iteration 15Q: 3 clusters Score -7698741 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -7699032.500000 Penalty: 5294.241211
	Iteration 16Q: 3 clusters Score -7699032 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -7699369.500000 Penalty: 5294.241211
	Iteration 17Q: 3 clusters Score -7699370 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -7699640.000000 Penalty: 5294.241211
	Iteration 18Q: 3 clusters Score -7699640 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7699870.500000 Penalty: 5294.241211
	Iteration 19Q: 3 clusters Score -7699870 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7700087.500000 Penalty: 5294.241211
	Iteration 20F: 3 clusters Score -7700088 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -7700270.000000 Penalty: 5294.241211
	Iteration 21Q: 3 clusters Score -7700270 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -7700439.500000 Penalty: 5294.241211
	Iteration 22Q: 3 clusters Score -7700440 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7700594.000000 Penalty: 5294.241211
	Iteration 23Q: 3 clusters Score -7700594 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -7700710.000000 Penalty: 5294.241211
	Iteration 24Q: 3 clusters Score -7700710 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -7700832.000000 Penalty: 5294.241211
	Iteration 25Q: 3 clusters Score -7700832 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -7700896.500000 Penalty: 5294.241211
	Iteration 26Q: 3 clusters Score -7700896 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7700944.000000 Penalty: 5294.241211
	Iteration 27Q: 3 clusters Score -7700944 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -7701001.500000 Penalty: 5294.241211
	Iteration 28Q: 3 clusters Score -7701002 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7701032.000000 Penalty: 5294.241211
	Iteration 29Q: 3 clusters Score -7701032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7701065.500000 Penalty: 5294.241211
	Iteration 30Q: 3 clusters Score -7701066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7701122.000000 Penalty: 5294.241211
	Iteration 31Q: 3 clusters Score -7701122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -7701157.500000 Penalty: 5294.241211
	Iteration 32Q: 3 clusters Score -7701158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -7701178.000000 Penalty: 5294.241211
	Iteration 33Q: 3 clusters Score -7701178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7701214.000000 Penalty: 5294.241211
	Iteration 34Q: 3 clusters Score -7701214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -7701257.000000 Penalty: 5294.241211
	Iteration 35Q: 3 clusters Score -7701257 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -7701266.500000 Penalty: 5294.241211
	Iteration 36Q: 3 clusters Score -7701266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -7701273.000000 Penalty: 5294.241211
	Iteration 37Q: 3 clusters Score -7701273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -7701295.000000 Penalty: 5294.241211
	Iteration 38Q: 3 clusters Score -7701295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -7701294.500000 Penalty: 5294.241211
	Iteration 39Q: 3 clusters Score -7701294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7701303.500000 Penalty: 5294.241211
	Iteration 40F: 3 clusters Score -7701304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -7701321.500000 Penalty: 5294.241211
	Iteration 41Q: 3 clusters Score -7701322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -7701333.500000 Penalty: 5294.241211
	Iteration 42Q: 3 clusters Score -7701334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -7701329.500000 Penalty: 5294.241211
	Iteration 43Q: 3 clusters Score -7701330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -7701341.000000 Penalty: 5294.241211
	Iteration 44Q: 3 clusters Score -7701341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7701352.000000 Penalty: 5294.241211
	Iteration 45Q: 3 clusters Score -7701352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -7701364.000000 Penalty: 5294.241211
	Iteration 46Q: 3 clusters Score -7701364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -7701373.500000 Penalty: 5294.241211
	Iteration 47Q: 3 clusters Score -7701374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -7701373.000000 Penalty: 5294.241211
	Iteration 48Q: 3 clusters Score -7701373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -7701371.500000 Penalty: 5294.241211
	Iteration 49Q: 3 clusters Score -7701372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7701391.500000 Penalty: 5294.241211
	Iteration 50Q: 3 clusters Score -7701392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -7701379.500000 Penalty: 5294.241211
	Iteration 51Q: 3 clusters Score -7701380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -7701387.000000 Penalty: 5294.241211
	Iteration 52Q: 3 clusters Score -7701387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -7701391.500000 Penalty: 5294.241211
	Iteration 53Q: 3 clusters Score -7701392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -7701392.500000 Penalty: 5294.241211
	Iteration 54Q: 3 clusters Score -7701392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -7701400.000000 Penalty: 5294.241211
	Iteration 55Q: 3 clusters Score -7701400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7701402.500000 Penalty: 5294.241211
	Iteration 56Q: 3 clusters Score -7701402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -7701413.500000 Penalty: 5294.241211
	Iteration 57Q: 3 clusters Score -7701414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7701418.500000 Penalty: 5294.241211
	Iteration 58Q: 3 clusters Score -7701418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7701425.500000 Penalty: 5294.241211
	Iteration 59Q: 3 clusters Score -7701426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -7701424.500000 Penalty: 5294.241211
	Iteration 60F: 3 clusters Score -7701424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7701427.500000 Penalty: 5294.241211
	Iteration 61Q: 3 clusters Score -7701428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -7701431.500000 Penalty: 5294.241211
	Iteration 62Q: 3 clusters Score -7701432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -7701425.500000 Penalty: 5294.241211
	Iteration 63Q: 3 clusters Score -7701426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -7701424.500000 Penalty: 5294.241211
	Iteration 64Q: 3 clusters Score -7701424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -7701425.500000 Penalty: 5294.241211
	Iteration 65Q: 3 clusters Score -7701426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -7701432.000000 Penalty: 5294.241211
	Iteration 66Q: 3 clusters Score -7701432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -7701432.000000 Penalty: 5294.241211
	Iteration 67Q: 3 clusters Score -7701432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -7701432.000000 Penalty: 5294.241211
	Iteration 68Q: 3 clusters Score -7701432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -7701432.000000 Penalty: 5294.241211
	Iteration 69Q: 3 clusters Score -7701432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -7701438.500000 Penalty: 5294.241211
	Iteration 70Q: 3 clusters Score -7701438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7701433.000000 Penalty: 5294.241211
	Iteration 71Q: 3 clusters Score -7701433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -7701426.500000 Penalty: 5294.241211
	Iteration 72Q: 3 clusters Score -7701426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -7701432.500000 Penalty: 5294.241211
	Iteration 73Q: 3 clusters Score -7701432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -7701432.000000 Penalty: 5294.241211
	Iteration 74Q: 3 clusters Score -7701432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -7701432.000000 Penalty: 5294.241211
	Iteration 75F: 3 clusters Score -7701432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -735685.125000 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -735685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -731585.250000 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -731585.2 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -732511.375000 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -732511.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -732710.750000 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -732710.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -732884.062500 Penalty: 4152.824707
	Iteration 3F: 3 clusters Score -732884.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -733048.562500 Penalty: 4152.824707
	Iteration 4Q: 3 clusters Score -733048.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -733195.937500 Penalty: 4152.824707
	Iteration 5Q: 3 clusters Score -733195.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -733363.125000 Penalty: 4152.824707
	Iteration 6Q: 3 clusters Score -733363.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -733534.250000 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -733534.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -733709.562500 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -733709.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -733919.625000 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -733919.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -734140.812500 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -734140.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -734277.937500 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -734277.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -734384.000000 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -734384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -734450.937500 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -734450.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -734495.562500 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -734495.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -734520.750000 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -734520.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -734545.937500 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -734545.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -734557.500000 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -734557.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -734567.250000 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -734567.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -734571.750000 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -734571.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -734578.687500 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -734578.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -734585.312500 Penalty: 4152.824707
	Iteration 21Q: 3 clusters Score -734585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -734595.812500 Penalty: 4152.824707
	Iteration 22Q: 3 clusters Score -734595.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -734601.562500 Penalty: 4152.824707
	Iteration 23Q: 3 clusters Score -734601.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -734608.562500 Penalty: 4152.824707
	Iteration 24Q: 3 clusters Score -734608.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -734614.875000 Penalty: 4152.824707
	Iteration 25Q: 3 clusters Score -734614.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -734622.062500 Penalty: 4152.824707
	Iteration 26Q: 3 clusters Score -734622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -734627.250000 Penalty: 4152.824707
	Iteration 27Q: 3 clusters Score -734627.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -734630.062500 Penalty: 4152.824707
	Iteration 28Q: 3 clusters Score -734630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -734633.250000 Penalty: 4152.824707
	Iteration 29Q: 3 clusters Score -734633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -734633.125000 Penalty: 4152.824707
	Iteration 30Q: 3 clusters Score -734633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -734634.312500 Penalty: 4152.824707
	Iteration 31Q: 3 clusters Score -734634.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -734639.312500 Penalty: 4152.824707
	Iteration 32Q: 3 clusters Score -734639.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -734645.500000 Penalty: 4152.824707
	Iteration 33Q: 3 clusters Score -734645.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -734652.187500 Penalty: 4152.824707
	Iteration 34Q: 3 clusters Score -734652.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -734666.250000 Penalty: 4152.824707
	Iteration 35Q: 3 clusters Score -734666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -734685.125000 Penalty: 4152.824707
	Iteration 36Q: 3 clusters Score -734685.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -734692.625000 Penalty: 4152.824707
	Iteration 37Q: 3 clusters Score -734692.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -734700.125000 Penalty: 4152.824707
	Iteration 38Q: 3 clusters Score -734700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -734705.312500 Penalty: 4152.824707
	Iteration 39Q: 3 clusters Score -734705.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -734711.312500 Penalty: 4152.824707
	Iteration 40F: 3 clusters Score -734711.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -734716.687500 Penalty: 4152.824707
	Iteration 41Q: 3 clusters Score -734716.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -734721.687500 Penalty: 4152.824707
	Iteration 42Q: 3 clusters Score -734721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -734724.937500 Penalty: 4152.824707
	Iteration 43Q: 3 clusters Score -734724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -734725.937500 Penalty: 4152.824707
	Iteration 44Q: 3 clusters Score -734725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -734728.937500 Penalty: 4152.824707
	Iteration 45Q: 3 clusters Score -734728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -734731.437500 Penalty: 4152.824707
	Iteration 46Q: 3 clusters Score -734731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -734733.000000 Penalty: 4152.824707
	Iteration 47Q: 3 clusters Score -734733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -734733.437500 Penalty: 4152.824707
	Iteration 48Q: 3 clusters Score -734733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -734737.312500 Penalty: 4152.824707
	Iteration 49Q: 3 clusters Score -734737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -734738.750000 Penalty: 4152.824707
	Iteration 50Q: 3 clusters Score -734738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -734739.375000 Penalty: 4152.824707
	Iteration 51Q: 3 clusters Score -734739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -734740.812500 Penalty: 4152.824707
	Iteration 52Q: 3 clusters Score -734740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -734740.000000 Penalty: 4152.824707
	Iteration 53Q: 3 clusters Score -734740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -734741.500000 Penalty: 4152.824707
	Iteration 54Q: 3 clusters Score -734741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -734741.562500 Penalty: 4152.824707
	Iteration 55Q: 3 clusters Score -734741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -734741.562500 Penalty: 4152.824707
	Iteration 56F: 3 clusters Score -734741.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -478347.250000 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -478347.2 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 1449 members 
Entering Unmasked Estep 
Score: -475225.843750 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -475225.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -476015.156250 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -476015.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -476321.500000 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -476321.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -476594.312500 Penalty: 3948.666504
	Iteration 3F: 3 clusters Score -476594.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -476828.625000 Penalty: 3948.666504
	Iteration 4F: 3 clusters Score -476828.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -476979.906250 Penalty: 3948.666504
	Iteration 5F: 3 clusters Score -476979.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -477065.906250 Penalty: 3948.666504
	Iteration 6Q: 3 clusters Score -477065.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -477129.718750 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -477129.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -477173.031250 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -477173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -477199.781250 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -477199.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -477223.687500 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -477223.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -477242.906250 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -477242.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -477260.125000 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -477260.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -477272.187500 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -477272.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -477280.937500 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -477280.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -477284.906250 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -477284.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -477288.000000 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -477288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -477288.281250 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -477288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -477290.156250 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -477290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -477290.156250 Penalty: 3948.666504
	Iteration 19F: 3 clusters Score -477290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -6241602.000000 Penalty: 2593.150391
	Iteration 0F: 2 clusters Score -6241602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -6218116.000000 Penalty: 5186.300781
	Iteration 0F: 3 clusters Score -6218116 nChanged 15742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6227353.000000 Penalty: 5186.300781
	Iteration 1F: 3 clusters Score -6227353 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -6228643.000000 Penalty: 5186.300781
	Iteration 2F: 3 clusters Score -6228643 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -6230039.000000 Penalty: 5186.300781
	Iteration 3F: 3 clusters Score -6230039 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6231505.500000 Penalty: 5186.300781
	Iteration 4F: 3 clusters Score -6231506 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -6233475.000000 Penalty: 5186.300781
	Iteration 5F: 3 clusters Score -6233475 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6235600.000000 Penalty: 5186.300781
	Iteration 6F: 3 clusters Score -6235600 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -6237467.500000 Penalty: 5186.300781
	Iteration 7F: 3 clusters Score -6237468 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -6238489.500000 Penalty: 5186.300781
	Iteration 8Q: 3 clusters Score -6238490 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6238919.000000 Penalty: 5186.300781
	Iteration 9Q: 3 clusters Score -6238919 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6239143.500000 Penalty: 5186.300781
	Iteration 10Q: 3 clusters Score -6239144 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -6239273.500000 Penalty: 5186.300781
	Iteration 11Q: 3 clusters Score -6239274 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6239362.500000 Penalty: 5186.300781
	Iteration 12Q: 3 clusters Score -6239362 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6239434.000000 Penalty: 5186.300781
	Iteration 13Q: 3 clusters Score -6239434 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -6239494.500000 Penalty: 5186.300781
	Iteration 14Q: 3 clusters Score -6239494 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -6239548.000000 Penalty: 5186.300781
	Iteration 15Q: 3 clusters Score -6239548 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -6239602.000000 Penalty: 5186.300781
	Iteration 16Q: 3 clusters Score -6239602 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -6239659.500000 Penalty: 5186.300781
	Iteration 17Q: 3 clusters Score -6239660 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6239691.500000 Penalty: 5186.300781
	Iteration 18Q: 3 clusters Score -6239692 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -6239727.000000 Penalty: 5186.300781
	Iteration 19Q: 3 clusters Score -6239727 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -6239786.500000 Penalty: 5186.300781
	Iteration 20F: 3 clusters Score -6239786 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6239832.000000 Penalty: 5186.300781
	Iteration 21Q: 3 clusters Score -6239832 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6239867.000000 Penalty: 5186.300781
	Iteration 22Q: 3 clusters Score -6239867 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -6239906.000000 Penalty: 5186.300781
	Iteration 23Q: 3 clusters Score -6239906 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -6239946.500000 Penalty: 5186.300781
	Iteration 24Q: 3 clusters Score -6239946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -6239981.500000 Penalty: 5186.300781
	Iteration 25Q: 3 clusters Score -6239982 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -6240006.500000 Penalty: 5186.300781
	Iteration 26Q: 3 clusters Score -6240006 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -6240008.000000 Penalty: 5186.300781
	Iteration 27Q: 3 clusters Score -6240008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -6240017.000000 Penalty: 5186.300781
	Iteration 28Q: 3 clusters Score -6240017 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -6240020.500000 Penalty: 5186.300781
	Iteration 29Q: 3 clusters Score -6240020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -6240036.500000 Penalty: 5186.300781
	Iteration 30Q: 3 clusters Score -6240036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -6240048.000000 Penalty: 5186.300781
	Iteration 31Q: 3 clusters Score -6240048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -6240066.500000 Penalty: 5186.300781
	Iteration 32Q: 3 clusters Score -6240066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -6240069.000000 Penalty: 5186.300781
	Iteration 33Q: 3 clusters Score -6240069 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -6240090.000000 Penalty: 5186.300781
	Iteration 34Q: 3 clusters Score -6240090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -6240124.500000 Penalty: 5186.300781
	Iteration 35Q: 3 clusters Score -6240124 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -6240134.000000 Penalty: 5186.300781
	Iteration 36Q: 3 clusters Score -6240134 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -6240115.500000 Penalty: 5186.300781
	Iteration 37Q: 3 clusters Score -6240116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -6240125.500000 Penalty: 5186.300781
	Iteration 38Q: 3 clusters Score -6240126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -6240141.000000 Penalty: 5186.300781
	Iteration 39Q: 3 clusters Score -6240141 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -6240163.500000 Penalty: 5186.300781
	Iteration 40F: 3 clusters Score -6240164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -6240155.000000 Penalty: 5186.300781
	Iteration 41Q: 3 clusters Score -6240155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -6240176.500000 Penalty: 5186.300781
	Iteration 42Q: 3 clusters Score -6240176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -6240182.500000 Penalty: 5186.300781
	Iteration 43Q: 3 clusters Score -6240182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -6240175.500000 Penalty: 5186.300781
	Iteration 44Q: 3 clusters Score -6240176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6240174.000000 Penalty: 5186.300781
	Iteration 45Q: 3 clusters Score -6240174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -6240182.500000 Penalty: 5186.300781
	Iteration 46Q: 3 clusters Score -6240182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -6240215.500000 Penalty: 5186.300781
	Iteration 47Q: 3 clusters Score -6240216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -6240218.000000 Penalty: 5186.300781
	Iteration 48Q: 3 clusters Score -6240218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -6240229.000000 Penalty: 5186.300781
	Iteration 49Q: 3 clusters Score -6240229 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -6240237.500000 Penalty: 5186.300781
	Iteration 50Q: 3 clusters Score -6240238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -6240236.000000 Penalty: 5186.300781
	Iteration 51Q: 3 clusters Score -6240236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -6240225.000000 Penalty: 5186.300781
	Iteration 52Q: 3 clusters Score -6240225 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -6240234.500000 Penalty: 5186.300781
	Iteration 53Q: 3 clusters Score -6240234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6240255.000000 Penalty: 5186.300781
	Iteration 54Q: 3 clusters Score -6240255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -6240247.000000 Penalty: 5186.300781
	Iteration 55Q: 3 clusters Score -6240247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -6240255.000000 Penalty: 5186.300781
	Iteration 56Q: 3 clusters Score -6240255 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6240267.000000 Penalty: 5186.300781
	Iteration 57Q: 3 clusters Score -6240267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -6240270.000000 Penalty: 5186.300781
	Iteration 58Q: 3 clusters Score -6240270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -6240278.000000 Penalty: 5186.300781
	Iteration 59Q: 3 clusters Score -6240278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -6240314.500000 Penalty: 5186.300781
	Iteration 60F: 3 clusters Score -6240314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -6240320.500000 Penalty: 5186.300781
	Iteration 61Q: 3 clusters Score -6240320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -6240334.000000 Penalty: 5186.300781
	Iteration 62Q: 3 clusters Score -6240334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -6240327.000000 Penalty: 5186.300781
	Iteration 63Q: 3 clusters Score -6240327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -6240345.500000 Penalty: 5186.300781
	Iteration 64Q: 3 clusters Score -6240346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6240334.500000 Penalty: 5186.300781
	Iteration 65Q: 3 clusters Score -6240334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -6240344.500000 Penalty: 5186.300781
	Iteration 66Q: 3 clusters Score -6240344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -6240359.000000 Penalty: 5186.300781
	Iteration 67Q: 3 clusters Score -6240359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -6240359.000000 Penalty: 5186.300781
	Iteration 68Q: 3 clusters Score -6240359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6240359.500000 Penalty: 5186.300781
	Iteration 69Q: 3 clusters Score -6240360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -6240371.500000 Penalty: 5186.300781
	Iteration 70Q: 3 clusters Score -6240372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -6240388.000000 Penalty: 5186.300781
	Iteration 71Q: 3 clusters Score -6240388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -6240376.500000 Penalty: 5186.300781
	Iteration 72Q: 3 clusters Score -6240376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -6240383.500000 Penalty: 5186.300781
	Iteration 73Q: 3 clusters Score -6240384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -6240376.500000 Penalty: 5186.300781
	Iteration 74Q: 3 clusters Score -6240376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -6240377.500000 Penalty: 5186.300781
	Iteration 75Q: 3 clusters Score -6240378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -6240372.500000 Penalty: 5186.300781
	Iteration 76Q: 3 clusters Score -6240372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -6240378.500000 Penalty: 5186.300781
	Iteration 77Q: 3 clusters Score -6240378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -6240382.500000 Penalty: 5186.300781
	Iteration 78Q: 3 clusters Score -6240382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -6240380.000000 Penalty: 5186.300781
	Iteration 79Q: 3 clusters Score -6240380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -6240380.000000 Penalty: 5186.300781
	Iteration 80F: 3 clusters Score -6240380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -6240380.000000 Penalty: 5186.300781
	Iteration 81Q: 3 clusters Score -6240380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -6240373.000000 Penalty: 5186.300781
	Iteration 82Q: 3 clusters Score -6240373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6240371.500000 Penalty: 5186.300781
	Iteration 83Q: 3 clusters Score -6240372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6240373.000000 Penalty: 5186.300781
	Iteration 84Q: 3 clusters Score -6240373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -6240372.000000 Penalty: 5186.300781
	Iteration 85Q: 3 clusters Score -6240372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -6240372.000000 Penalty: 5186.300781
	Iteration 86Q: 3 clusters Score -6240372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -6240363.500000 Penalty: 5186.300781
	Iteration 87Q: 3 clusters Score -6240364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -6240360.000000 Penalty: 5186.300781
	Iteration 88Q: 3 clusters Score -6240360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -6240354.500000 Penalty: 5186.300781
	Iteration 89Q: 3 clusters Score -6240354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -6240351.500000 Penalty: 5186.300781
	Iteration 90Q: 3 clusters Score -6240352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -6240368.000000 Penalty: 5186.300781
	Iteration 91Q: 3 clusters Score -6240368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -6240365.000000 Penalty: 5186.300781
	Iteration 92Q: 3 clusters Score -6240365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -6240358.500000 Penalty: 5186.300781
	Iteration 93Q: 3 clusters Score -6240358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -6240374.500000 Penalty: 5186.300781
	Iteration 94Q: 3 clusters Score -6240374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -6240369.000000 Penalty: 5186.300781
	Iteration 95Q: 3 clusters Score -6240369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6240364.000000 Penalty: 5186.300781
	Iteration 96Q: 3 clusters Score -6240364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -6240372.000000 Penalty: 5186.300781
	Iteration 97Q: 3 clusters Score -6240372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -6240367.500000 Penalty: 5186.300781
	Iteration 98Q: 3 clusters Score -6240368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -6240364.000000 Penalty: 5186.300781
	Iteration 99Q: 3 clusters Score -6240364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -6240359.500000 Penalty: 5186.300781
	Iteration 100F: 3 clusters Score -6240360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6240349.000000 Penalty: 5186.300781
	Iteration 101Q: 3 clusters Score -6240349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -6240350.000000 Penalty: 5186.300781
	Iteration 102Q: 3 clusters Score -6240350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -6240350.500000 Penalty: 5186.300781
	Iteration 103Q: 3 clusters Score -6240350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -6240349.500000 Penalty: 5186.300781
	Iteration 104Q: 3 clusters Score -6240350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -6240354.500000 Penalty: 5186.300781
	Iteration 105Q: 3 clusters Score -6240354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -6240348.000000 Penalty: 5186.300781
	Iteration 106Q: 3 clusters Score -6240348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -6240342.500000 Penalty: 5186.300781
	Iteration 107Q: 3 clusters Score -6240342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -6240341.000000 Penalty: 5186.300781
	Iteration 108Q: 3 clusters Score -6240341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -6240339.500000 Penalty: 5186.300781
	Iteration 109Q: 3 clusters Score -6240340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -6240347.500000 Penalty: 5186.300781
	Iteration 110Q: 3 clusters Score -6240348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -6240351.500000 Penalty: 5186.300781
	Iteration 111Q: 3 clusters Score -6240352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -6240346.000000 Penalty: 5186.300781
	Iteration 112Q: 3 clusters Score -6240346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -6240345.500000 Penalty: 5186.300781
	Iteration 113Q: 3 clusters Score -6240346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -6240348.500000 Penalty: 5186.300781
	Iteration 114Q: 3 clusters Score -6240348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -6240348.500000 Penalty: 5186.300781
	Iteration 115F: 3 clusters Score -6240348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Entering Unmasked Estep 
Score: -9267368.000000 Penalty: 2692.640381
	Iteration 0F: 2 clusters Score -9267368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -9234057.000000 Penalty: 5385.280762
	Iteration 0F: 3 clusters Score -9234057 nChanged 23871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -9247423.000000 Penalty: 5385.280762
	Iteration 1F: 3 clusters Score -9247423 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9248105.000000 Penalty: 5385.280762
	Iteration 2Q: 3 clusters Score -9248105 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -9248834.000000 Penalty: 5385.280762
	Iteration 3Q: 3 clusters Score -9248834 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -9249654.000000 Penalty: 5385.280762
	Iteration 4Q: 3 clusters Score -9249654 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -9250734.000000 Penalty: 5385.280762
	Iteration 5Q: 3 clusters Score -9250734 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -9252056.000000 Penalty: 5385.280762
	Iteration 6F: 3 clusters Score -9252056 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -9253479.000000 Penalty: 5385.280762
	Iteration 7F: 3 clusters Score -9253479 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -9254936.000000 Penalty: 5385.280762
	Iteration 8F: 3 clusters Score -9254936 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -9256348.000000 Penalty: 5385.280762
	Iteration 9F: 3 clusters Score -9256348 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -9257703.000000 Penalty: 5385.280762
	Iteration 10F: 3 clusters Score -9257703 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -9258950.000000 Penalty: 5385.280762
	Iteration 11Q: 3 clusters Score -9258950 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -9260107.000000 Penalty: 5385.280762
	Iteration 12Q: 3 clusters Score -9260107 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -9261270.000000 Penalty: 5385.280762
	Iteration 13Q: 3 clusters Score -9261270 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -9262450.000000 Penalty: 5385.280762
	Iteration 14Q: 3 clusters Score -9262450 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9263480.000000 Penalty: 5385.280762
	Iteration 15Q: 3 clusters Score -9263480 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -9264245.000000 Penalty: 5385.280762
	Iteration 16Q: 3 clusters Score -9264245 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -9264831.000000 Penalty: 5385.280762
	Iteration 17Q: 3 clusters Score -9264831 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -9265238.000000 Penalty: 5385.280762
	Iteration 18Q: 3 clusters Score -9265238 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -9265498.000000 Penalty: 5385.280762
	Iteration 19Q: 3 clusters Score -9265498 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -9265688.000000 Penalty: 5385.280762
	Iteration 20F: 3 clusters Score -9265688 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -9265786.000000 Penalty: 5385.280762
	Iteration 21Q: 3 clusters Score -9265786 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9265878.000000 Penalty: 5385.280762
	Iteration 22Q: 3 clusters Score -9265878 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -9265930.000000 Penalty: 5385.280762
	Iteration 23Q: 3 clusters Score -9265930 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -9265963.000000 Penalty: 5385.280762
	Iteration 24Q: 3 clusters Score -9265963 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9265999.000000 Penalty: 5385.280762
	Iteration 25Q: 3 clusters Score -9265999 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9266023.000000 Penalty: 5385.280762
	Iteration 26Q: 3 clusters Score -9266023 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9266012.000000 Penalty: 5385.280762
	Iteration 27Q: 3 clusters Score -9266012 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9266001.000000 Penalty: 5385.280762
	Iteration 28Q: 3 clusters Score -9266001 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -9266013.000000 Penalty: 5385.280762
	Iteration 29Q: 3 clusters Score -9266013 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -9266020.000000 Penalty: 5385.280762
	Iteration 30Q: 3 clusters Score -9266020 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9266013.000000 Penalty: 5385.280762
	Iteration 31Q: 3 clusters Score -9266013 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9266016.000000 Penalty: 5385.280762
	Iteration 32Q: 3 clusters Score -9266016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9266012.000000 Penalty: 5385.280762
	Iteration 33Q: 3 clusters Score -9266012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9266028.000000 Penalty: 5385.280762
	Iteration 34Q: 3 clusters Score -9266028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9266040.000000 Penalty: 5385.280762
	Iteration 35Q: 3 clusters Score -9266040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9266030.000000 Penalty: 5385.280762
	Iteration 36Q: 3 clusters Score -9266030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9266023.000000 Penalty: 5385.280762
	Iteration 37Q: 3 clusters Score -9266023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9266037.000000 Penalty: 5385.280762
	Iteration 38Q: 3 clusters Score -9266037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9266022.000000 Penalty: 5385.280762
	Iteration 39Q: 3 clusters Score -9266022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9266030.000000 Penalty: 5385.280762
	Iteration 40F: 3 clusters Score -9266030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9266015.000000 Penalty: 5385.280762
	Iteration 41Q: 3 clusters Score -9266015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9266026.000000 Penalty: 5385.280762
	Iteration 42Q: 3 clusters Score -9266026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9266040.000000 Penalty: 5385.280762
	Iteration 43Q: 3 clusters Score -9266040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9266050.000000 Penalty: 5385.280762
	Iteration 44Q: 3 clusters Score -9266050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9266035.000000 Penalty: 5385.280762
	Iteration 45Q: 3 clusters Score -9266035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9266038.000000 Penalty: 5385.280762
	Iteration 46Q: 3 clusters Score -9266038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9266026.000000 Penalty: 5385.280762
	Iteration 47Q: 3 clusters Score -9266026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9266025.000000 Penalty: 5385.280762
	Iteration 48Q: 3 clusters Score -9266025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9266035.000000 Penalty: 5385.280762
	Iteration 49Q: 3 clusters Score -9266035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9266038.000000 Penalty: 5385.280762
	Iteration 50Q: 3 clusters Score -9266038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9266032.000000 Penalty: 5385.280762
	Iteration 51Q: 3 clusters Score -9266032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9266038.000000 Penalty: 5385.280762
	Iteration 52Q: 3 clusters Score -9266038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9266054.000000 Penalty: 5385.280762
	Iteration 53Q: 3 clusters Score -9266054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9266050.000000 Penalty: 5385.280762
	Iteration 54Q: 3 clusters Score -9266050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9266041.000000 Penalty: 5385.280762
	Iteration 55Q: 3 clusters Score -9266041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9266037.000000 Penalty: 5385.280762
	Iteration 56Q: 3 clusters Score -9266037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9266046.000000 Penalty: 5385.280762
	Iteration 57Q: 3 clusters Score -9266046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9266044.000000 Penalty: 5385.280762
	Iteration 58Q: 3 clusters Score -9266044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9266040.000000 Penalty: 5385.280762
	Iteration 59Q: 3 clusters Score -9266040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9266040.000000 Penalty: 5385.280762
	Iteration 60F: 3 clusters Score -9266040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9266049.000000 Penalty: 5385.280762
	Iteration 61Q: 3 clusters Score -9266049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9266046.000000 Penalty: 5385.280762
	Iteration 62Q: 3 clusters Score -9266046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9266050.000000 Penalty: 5385.280762
	Iteration 63Q: 3 clusters Score -9266050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9266050.000000 Penalty: 5385.280762
	Iteration 64F: 3 clusters Score -9266050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Entering Unmasked Estep 
Score: -2398711.750000 Penalty: 2370.007080
	Iteration 0F: 2 clusters Score -2398712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2388454.000000 Penalty: 4740.014160
	Iteration 0F: 3 clusters Score -2388454 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2391883.250000 Penalty: 4740.014160
	Iteration 1F: 3 clusters Score -2391883 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2392462.000000 Penalty: 4740.014160
	Iteration 2F: 3 clusters Score -2392462 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2393011.250000 Penalty: 4740.014160
	Iteration 3F: 3 clusters Score -2393011 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2393689.500000 Penalty: 4740.014160
	Iteration 4F: 3 clusters Score -2393690 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2394544.500000 Penalty: 4740.014160
	Iteration 5F: 3 clusters Score -2394544 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2395407.500000 Penalty: 4740.014160
	Iteration 6F: 3 clusters Score -2395408 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2396148.000000 Penalty: 4740.014160
	Iteration 7F: 3 clusters Score -2396148 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2396685.250000 Penalty: 4740.014160
	Iteration 8F: 3 clusters Score -2396685 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2397084.000000 Penalty: 4740.014160
	Iteration 9Q: 3 clusters Score -2397084 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2397417.000000 Penalty: 4740.014160
	Iteration 10Q: 3 clusters Score -2397417 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2397764.750000 Penalty: 4740.014160
	Iteration 11Q: 3 clusters Score -2397765 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2398056.000000 Penalty: 4740.014160
	Iteration 12Q: 3 clusters Score -2398056 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2398268.750000 Penalty: 4740.014160
	Iteration 13Q: 3 clusters Score -2398269 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2398402.250000 Penalty: 4740.014160
	Iteration 14Q: 3 clusters Score -2398402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2398509.000000 Penalty: 4740.014160
	Iteration 15Q: 3 clusters Score -2398509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2398600.250000 Penalty: 4740.014160
	Iteration 16Q: 3 clusters Score -2398600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2398662.750000 Penalty: 4740.014160
	Iteration 17Q: 3 clusters Score -2398663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2398704.000000 Penalty: 4740.014160
	Iteration 18Q: 3 clusters Score -2398704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2398744.000000 Penalty: 4740.014160
	Iteration 19Q: 3 clusters Score -2398744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2398760.250000 Penalty: 4740.014160
	Iteration 20F: 3 clusters Score -2398760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2398779.000000 Penalty: 4740.014160
	Iteration 21Q: 3 clusters Score -2398779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2398789.000000 Penalty: 4740.014160
	Iteration 22Q: 3 clusters Score -2398789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2398797.250000 Penalty: 4740.014160
	Iteration 23Q: 3 clusters Score -2398797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2398814.250000 Penalty: 4740.014160
	Iteration 24Q: 3 clusters Score -2398814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2398830.000000 Penalty: 4740.014160
	Iteration 25Q: 3 clusters Score -2398830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2398842.000000 Penalty: 4740.014160
	Iteration 26Q: 3 clusters Score -2398842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2398855.000000 Penalty: 4740.014160
	Iteration 27Q: 3 clusters Score -2398855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2398869.250000 Penalty: 4740.014160
	Iteration 28Q: 3 clusters Score -2398869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2398874.750000 Penalty: 4740.014160
	Iteration 29Q: 3 clusters Score -2398875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2398880.000000 Penalty: 4740.014160
	Iteration 30Q: 3 clusters Score -2398880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2398893.500000 Penalty: 4740.014160
	Iteration 31Q: 3 clusters Score -2398894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2398902.750000 Penalty: 4740.014160
	Iteration 32Q: 3 clusters Score -2398903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2398910.250000 Penalty: 4740.014160
	Iteration 33Q: 3 clusters Score -2398910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2398916.250000 Penalty: 4740.014160
	Iteration 34Q: 3 clusters Score -2398916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2398925.000000 Penalty: 4740.014160
	Iteration 35Q: 3 clusters Score -2398925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2398931.500000 Penalty: 4740.014160
	Iteration 36Q: 3 clusters Score -2398932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2398941.000000 Penalty: 4740.014160
	Iteration 37Q: 3 clusters Score -2398941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2398946.000000 Penalty: 4740.014160
	Iteration 38Q: 3 clusters Score -2398946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2398955.000000 Penalty: 4740.014160
	Iteration 39Q: 3 clusters Score -2398955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2398970.750000 Penalty: 4740.014160
	Iteration 40F: 3 clusters Score -2398971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2398975.250000 Penalty: 4740.014160
	Iteration 41Q: 3 clusters Score -2398975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2398987.250000 Penalty: 4740.014160
	Iteration 42Q: 3 clusters Score -2398987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2398994.750000 Penalty: 4740.014160
	Iteration 43Q: 3 clusters Score -2398995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2398998.750000 Penalty: 4740.014160
	Iteration 44Q: 3 clusters Score -2398999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2399002.250000 Penalty: 4740.014160
	Iteration 45Q: 3 clusters Score -2399002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2399010.000000 Penalty: 4740.014160
	Iteration 46Q: 3 clusters Score -2399010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2399014.500000 Penalty: 4740.014160
	Iteration 47Q: 3 clusters Score -2399014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2399017.000000 Penalty: 4740.014160
	Iteration 48Q: 3 clusters Score -2399017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2399018.750000 Penalty: 4740.014160
	Iteration 49Q: 3 clusters Score -2399019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2399023.250000 Penalty: 4740.014160
	Iteration 50Q: 3 clusters Score -2399023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2399023.750000 Penalty: 4740.014160
	Iteration 51Q: 3 clusters Score -2399024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2399022.250000 Penalty: 4740.014160
	Iteration 52Q: 3 clusters Score -2399022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2399022.250000 Penalty: 4740.014160
	Iteration 53F: 3 clusters Score -2399022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 46411 members 
Mstep: Class 3 contains 43212 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 34761 members 
Mstep: Class 7 contains 51918 members 
Mstep: Class 8 contains 12487 members 
Mstep: Class 9 contains 42075 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 43641 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 43656 members 
Mstep: Class 19 contains 46689 members 
Mstep: Class 20 contains 16340 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33895 members 
Mstep: Class 27 contains 47955 members 
Mstep: Class 28 contains 10250 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44035 members 
Mstep: Class 32 contains 49394 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 53567 members 
Mstep: Class 35 contains 41487 members 
Mstep: Class 36 contains 40390 members 
Mstep: Class 37 contains 39812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46350 members 
Mstep: Class 40 contains 622 members 
Mstep: Class 41 contains 1649 members 
Entering Unmasked Estep 
Score: -196408848.000000 Penalty: 141646.312500
Splitting cluster 8 changes total score from -196409504.000000 to -196408848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (42075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Entering Unmasked Estep 
Score: -7500716.000000 Penalty: 2640.507812
	Iteration 0F: 2 clusters Score -7500716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -7472711.500000 Penalty: 5281.015625
	Iteration 0F: 3 clusters Score -7472712 nChanged 19225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -7483141.000000 Penalty: 5281.015625
	Iteration 1F: 3 clusters Score -7483141 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -7483691.500000 Penalty: 5281.015625
	Iteration 2Q: 3 clusters Score -7483692 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -7484238.000000 Penalty: 5281.015625
	Iteration 3Q: 3 clusters Score -7484238 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -7484995.000000 Penalty: 5281.015625
	Iteration 4Q: 3 clusters Score -7484995 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -7485982.500000 Penalty: 5281.015625
	Iteration 5Q: 3 clusters Score -7485982 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -7487201.000000 Penalty: 5281.015625
	Iteration 6F: 3 clusters Score -7487201 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -7488566.000000 Penalty: 5281.015625
	Iteration 7F: 3 clusters Score -7488566 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -7490148.000000 Penalty: 5281.015625
	Iteration 8F: 3 clusters Score -7490148 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -7491583.500000 Penalty: 5281.015625
	Iteration 9F: 3 clusters Score -7491584 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -7492831.500000 Penalty: 5281.015625
	Iteration 10F: 3 clusters Score -7492832 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -7493998.500000 Penalty: 5281.015625
	Iteration 11Q: 3 clusters Score -7493998 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -7495078.000000 Penalty: 5281.015625
	Iteration 12Q: 3 clusters Score -7495078 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -7496063.000000 Penalty: 5281.015625
	Iteration 13Q: 3 clusters Score -7496063 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7496895.000000 Penalty: 5281.015625
	Iteration 14Q: 3 clusters Score -7496895 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -7497547.500000 Penalty: 5281.015625
	Iteration 15Q: 3 clusters Score -7497548 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7498006.500000 Penalty: 5281.015625
	Iteration 16Q: 3 clusters Score -7498006 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -7498299.000000 Penalty: 5281.015625
	Iteration 17Q: 3 clusters Score -7498299 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -7498464.000000 Penalty: 5281.015625
	Iteration 18Q: 3 clusters Score -7498464 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7498557.000000 Penalty: 5281.015625
	Iteration 19Q: 3 clusters Score -7498557 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -7498641.000000 Penalty: 5281.015625
	Iteration 20F: 3 clusters Score -7498641 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -7498677.000000 Penalty: 5281.015625
	Iteration 21Q: 3 clusters Score -7498677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -7498721.000000 Penalty: 5281.015625
	Iteration 22Q: 3 clusters Score -7498721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -7498736.000000 Penalty: 5281.015625
	Iteration 23Q: 3 clusters Score -7498736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -7498729.500000 Penalty: 5281.015625
	Iteration 24Q: 3 clusters Score -7498730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -7498746.500000 Penalty: 5281.015625
	Iteration 25Q: 3 clusters Score -7498746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -7498755.500000 Penalty: 5281.015625
	Iteration 26Q: 3 clusters Score -7498756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -7498763.500000 Penalty: 5281.015625
	Iteration 27Q: 3 clusters Score -7498764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -7498773.000000 Penalty: 5281.015625
	Iteration 28Q: 3 clusters Score -7498773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -7498775.000000 Penalty: 5281.015625
	Iteration 29Q: 3 clusters Score -7498775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -7498781.500000 Penalty: 5281.015625
	Iteration 30Q: 3 clusters Score -7498782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7498788.500000 Penalty: 5281.015625
	Iteration 31Q: 3 clusters Score -7498788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -7498791.000000 Penalty: 5281.015625
	Iteration 32Q: 3 clusters Score -7498791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -7498791.500000 Penalty: 5281.015625
	Iteration 33Q: 3 clusters Score -7498792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -7498810.500000 Penalty: 5281.015625
	Iteration 34Q: 3 clusters Score -7498810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7498808.500000 Penalty: 5281.015625
	Iteration 35Q: 3 clusters Score -7498808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7498811.500000 Penalty: 5281.015625
	Iteration 36Q: 3 clusters Score -7498812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -7498808.000000 Penalty: 5281.015625
	Iteration 37Q: 3 clusters Score -7498808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7498809.500000 Penalty: 5281.015625
	Iteration 38Q: 3 clusters Score -7498810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -7498810.000000 Penalty: 5281.015625
	Iteration 39Q: 3 clusters Score -7498810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -7498808.500000 Penalty: 5281.015625
	Iteration 40F: 3 clusters Score -7498808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Entering Unmasked Estep 
Score: -7884919.500000 Penalty: 2651.562988
	Iteration 0F: 2 clusters Score -7884920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -7855892.000000 Penalty: 5303.125977
	Iteration 0F: 3 clusters Score -7855892 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -7867084.000000 Penalty: 5303.125977
	Iteration 1F: 3 clusters Score -7867084 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -7867672.000000 Penalty: 5303.125977
	Iteration 2Q: 3 clusters Score -7867672 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -7868267.000000 Penalty: 5303.125977
	Iteration 3Q: 3 clusters Score -7868267 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -7868988.500000 Penalty: 5303.125977
	Iteration 4Q: 3 clusters Score -7868988 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -7870080.000000 Penalty: 5303.125977
	Iteration 5Q: 3 clusters Score -7870080 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -7871509.500000 Penalty: 5303.125977
	Iteration 6F: 3 clusters Score -7871510 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -7873554.500000 Penalty: 5303.125977
	Iteration 7F: 3 clusters Score -7873554 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -7876081.000000 Penalty: 5303.125977
	Iteration 8F: 3 clusters Score -7876081 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -7878465.500000 Penalty: 5303.125977
	Iteration 9F: 3 clusters Score -7878466 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -7880361.500000 Penalty: 5303.125977
	Iteration 10Q: 3 clusters Score -7880362 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -7881501.500000 Penalty: 5303.125977
	Iteration 11Q: 3 clusters Score -7881502 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -7882059.000000 Penalty: 5303.125977
	Iteration 12Q: 3 clusters Score -7882059 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -7882323.500000 Penalty: 5303.125977
	Iteration 13Q: 3 clusters Score -7882324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -7882436.000000 Penalty: 5303.125977
	Iteration 14Q: 3 clusters Score -7882436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -7882497.500000 Penalty: 5303.125977
	Iteration 15Q: 3 clusters Score -7882498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -7882538.500000 Penalty: 5303.125977
	Iteration 16Q: 3 clusters Score -7882538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -7882551.000000 Penalty: 5303.125977
	Iteration 17Q: 3 clusters Score -7882551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -7882580.500000 Penalty: 5303.125977
	Iteration 18Q: 3 clusters Score -7882580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -7882596.000000 Penalty: 5303.125977
	Iteration 19Q: 3 clusters Score -7882596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -7882624.500000 Penalty: 5303.125977
	Iteration 20F: 3 clusters Score -7882624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -7882629.500000 Penalty: 5303.125977
	Iteration 21Q: 3 clusters Score -7882630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -7882644.500000 Penalty: 5303.125977
	Iteration 22Q: 3 clusters Score -7882644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -7882648.500000 Penalty: 5303.125977
	Iteration 23Q: 3 clusters Score -7882648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -7882646.500000 Penalty: 5303.125977
	Iteration 24Q: 3 clusters Score -7882646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -7882646.500000 Penalty: 5303.125977
	Iteration 25F: 3 clusters Score -7882646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -60647.941406 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -60647.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59165.699219 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -59165.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59507.730469 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -59507.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59775.769531 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -59775.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59895.023438 Penalty: 3149.173096
	Iteration 3F: 3 clusters Score -59895.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59995.527344 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -59995.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60104.296875 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -60104.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60186.824219 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -60186.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60243.664062 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -60243.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60288.375000 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -60288.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60316.980469 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -60316.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60336.425781 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -60336.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60350.812500 Penalty: 3149.173096
	Iteration 11Q: 3 clusters Score -60350.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60352.875000 Penalty: 3149.173096
	Iteration 12Q: 3 clusters Score -60352.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60352.875000 Penalty: 3149.173096
	Iteration 13F: 3 clusters Score -60352.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -71992.890625 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -71992.89 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 246 members 
Entering Unmasked Estep 
Score: -70577.570312 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -70577.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70773.156250 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -70773.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70898.140625 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -70898.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70991.984375 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -70991.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71053.492188 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -71053.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71106.312500 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -71106.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -71172.656250 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -71172.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71235.898438 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -71235.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -71311.984375 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -71311.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -71357.257812 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -71357.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -71410.312500 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -71410.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71443.171875 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -71443.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -71445.187500 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -71445.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -71445.187500 Penalty: 3025.758301
	Iteration 13F: 3 clusters Score -71445.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Entering Unmasked Estep 
Score: -2204431.500000 Penalty: 2339.821289
	Iteration 0F: 2 clusters Score -2204432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2195120.250000 Penalty: 4679.642578
	Iteration 0F: 3 clusters Score -2195120 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2197995.250000 Penalty: 4679.642578
	Iteration 1F: 3 clusters Score -2197995 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2198409.000000 Penalty: 4679.642578
	Iteration 2F: 3 clusters Score -2198409 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2198710.000000 Penalty: 4679.642578
	Iteration 3F: 3 clusters Score -2198710 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2198946.000000 Penalty: 4679.642578
	Iteration 4Q: 3 clusters Score -2198946 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2199178.000000 Penalty: 4679.642578
	Iteration 5Q: 3 clusters Score -2199178 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2199385.250000 Penalty: 4679.642578
	Iteration 6Q: 3 clusters Score -2199385 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2199591.250000 Penalty: 4679.642578
	Iteration 7Q: 3 clusters Score -2199591 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2199793.000000 Penalty: 4679.642578
	Iteration 8Q: 3 clusters Score -2199793 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2199958.500000 Penalty: 4679.642578
	Iteration 9Q: 3 clusters Score -2199958 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2200101.000000 Penalty: 4679.642578
	Iteration 10Q: 3 clusters Score -2200101 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2200223.750000 Penalty: 4679.642578
	Iteration 11Q: 3 clusters Score -2200224 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2200345.500000 Penalty: 4679.642578
	Iteration 12Q: 3 clusters Score -2200346 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2200453.250000 Penalty: 4679.642578
	Iteration 13Q: 3 clusters Score -2200453 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2200565.500000 Penalty: 4679.642578
	Iteration 14Q: 3 clusters Score -2200566 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2200653.250000 Penalty: 4679.642578
	Iteration 15Q: 3 clusters Score -2200653 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2200734.000000 Penalty: 4679.642578
	Iteration 16Q: 3 clusters Score -2200734 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2200809.250000 Penalty: 4679.642578
	Iteration 17Q: 3 clusters Score -2200809 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2200878.250000 Penalty: 4679.642578
	Iteration 18Q: 3 clusters Score -2200878 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2200929.750000 Penalty: 4679.642578
	Iteration 19Q: 3 clusters Score -2200930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2200999.750000 Penalty: 4679.642578
	Iteration 20F: 3 clusters Score -2201000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2201051.750000 Penalty: 4679.642578
	Iteration 21Q: 3 clusters Score -2201052 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2201093.000000 Penalty: 4679.642578
	Iteration 22Q: 3 clusters Score -2201093 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2201138.000000 Penalty: 4679.642578
	Iteration 23Q: 3 clusters Score -2201138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2201178.500000 Penalty: 4679.642578
	Iteration 24Q: 3 clusters Score -2201178 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2201225.000000 Penalty: 4679.642578
	Iteration 25Q: 3 clusters Score -2201225 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2201278.250000 Penalty: 4679.642578
	Iteration 26Q: 3 clusters Score -2201278 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2201334.000000 Penalty: 4679.642578
	Iteration 27Q: 3 clusters Score -2201334 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2201382.250000 Penalty: 4679.642578
	Iteration 28Q: 3 clusters Score -2201382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2201430.750000 Penalty: 4679.642578
	Iteration 29Q: 3 clusters Score -2201431 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2201492.250000 Penalty: 4679.642578
	Iteration 30Q: 3 clusters Score -2201492 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2201563.750000 Penalty: 4679.642578
	Iteration 31Q: 3 clusters Score -2201564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2201629.500000 Penalty: 4679.642578
	Iteration 32Q: 3 clusters Score -2201630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2201677.500000 Penalty: 4679.642578
	Iteration 33Q: 3 clusters Score -2201678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2201709.000000 Penalty: 4679.642578
	Iteration 34Q: 3 clusters Score -2201709 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2201744.000000 Penalty: 4679.642578
	Iteration 35Q: 3 clusters Score -2201744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2201772.000000 Penalty: 4679.642578
	Iteration 36Q: 3 clusters Score -2201772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2201818.000000 Penalty: 4679.642578
	Iteration 37Q: 3 clusters Score -2201818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2201866.000000 Penalty: 4679.642578
	Iteration 38Q: 3 clusters Score -2201866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2201911.250000 Penalty: 4679.642578
	Iteration 39Q: 3 clusters Score -2201911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2201959.750000 Penalty: 4679.642578
	Iteration 40F: 3 clusters Score -2201960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2201989.750000 Penalty: 4679.642578
	Iteration 41Q: 3 clusters Score -2201990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2202041.000000 Penalty: 4679.642578
	Iteration 42Q: 3 clusters Score -2202041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2202081.250000 Penalty: 4679.642578
	Iteration 43Q: 3 clusters Score -2202081 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2202110.500000 Penalty: 4679.642578
	Iteration 44Q: 3 clusters Score -2202110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2202139.000000 Penalty: 4679.642578
	Iteration 45Q: 3 clusters Score -2202139 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2202161.250000 Penalty: 4679.642578
	Iteration 46Q: 3 clusters Score -2202161 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2202184.000000 Penalty: 4679.642578
	Iteration 47Q: 3 clusters Score -2202184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2202213.000000 Penalty: 4679.642578
	Iteration 48Q: 3 clusters Score -2202213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2202238.000000 Penalty: 4679.642578
	Iteration 49Q: 3 clusters Score -2202238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2202270.250000 Penalty: 4679.642578
	Iteration 50Q: 3 clusters Score -2202270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2202299.250000 Penalty: 4679.642578
	Iteration 51Q: 3 clusters Score -2202299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2202329.750000 Penalty: 4679.642578
	Iteration 52Q: 3 clusters Score -2202330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2202360.000000 Penalty: 4679.642578
	Iteration 53Q: 3 clusters Score -2202360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2202385.000000 Penalty: 4679.642578
	Iteration 54Q: 3 clusters Score -2202385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2202401.500000 Penalty: 4679.642578
	Iteration 55Q: 3 clusters Score -2202402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2202425.750000 Penalty: 4679.642578
	Iteration 56Q: 3 clusters Score -2202426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2202450.000000 Penalty: 4679.642578
	Iteration 57Q: 3 clusters Score -2202450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2202463.250000 Penalty: 4679.642578
	Iteration 58Q: 3 clusters Score -2202463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2202477.250000 Penalty: 4679.642578
	Iteration 59Q: 3 clusters Score -2202477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2202487.000000 Penalty: 4679.642578
	Iteration 60F: 3 clusters Score -2202487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2202487.500000 Penalty: 4679.642578
	Iteration 61Q: 3 clusters Score -2202488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2202501.750000 Penalty: 4679.642578
	Iteration 62Q: 3 clusters Score -2202502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2202514.000000 Penalty: 4679.642578
	Iteration 63Q: 3 clusters Score -2202514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2202525.500000 Penalty: 4679.642578
	Iteration 64Q: 3 clusters Score -2202526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2202531.000000 Penalty: 4679.642578
	Iteration 65Q: 3 clusters Score -2202531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2202538.750000 Penalty: 4679.642578
	Iteration 66Q: 3 clusters Score -2202539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2202547.250000 Penalty: 4679.642578
	Iteration 67Q: 3 clusters Score -2202547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2202551.500000 Penalty: 4679.642578
	Iteration 68Q: 3 clusters Score -2202552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2202564.500000 Penalty: 4679.642578
	Iteration 69Q: 3 clusters Score -2202564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2202568.250000 Penalty: 4679.642578
	Iteration 70Q: 3 clusters Score -2202568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2202578.000000 Penalty: 4679.642578
	Iteration 71Q: 3 clusters Score -2202578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2202586.500000 Penalty: 4679.642578
	Iteration 72Q: 3 clusters Score -2202586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2202589.000000 Penalty: 4679.642578
	Iteration 73Q: 3 clusters Score -2202589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2202594.250000 Penalty: 4679.642578
	Iteration 74Q: 3 clusters Score -2202594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2202598.250000 Penalty: 4679.642578
	Iteration 75Q: 3 clusters Score -2202598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2202602.750000 Penalty: 4679.642578
	Iteration 76Q: 3 clusters Score -2202603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2202602.000000 Penalty: 4679.642578
	Iteration 77Q: 3 clusters Score -2202602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2202603.250000 Penalty: 4679.642578
	Iteration 78Q: 3 clusters Score -2202603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2202611.000000 Penalty: 4679.642578
	Iteration 79Q: 3 clusters Score -2202611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2202609.500000 Penalty: 4679.642578
	Iteration 80F: 3 clusters Score -2202610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Entering Unmasked Estep 
Score: -9312620.000000 Penalty: 2693.022217
	Iteration 0F: 2 clusters Score -9312620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -9282067.000000 Penalty: 5386.044434
	Iteration 0F: 3 clusters Score -9282067 nChanged 24059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -9295385.000000 Penalty: 5386.044434
	Iteration 1F: 3 clusters Score -9295385 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -9295929.000000 Penalty: 5386.044434
	Iteration 2Q: 3 clusters Score -9295929 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -9296474.000000 Penalty: 5386.044434
	Iteration 3Q: 3 clusters Score -9296474 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -9297094.000000 Penalty: 5386.044434
	Iteration 4Q: 3 clusters Score -9297094 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -9297924.000000 Penalty: 5386.044434
	Iteration 5Q: 3 clusters Score -9297924 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -9299021.000000 Penalty: 5386.044434
	Iteration 6Q: 3 clusters Score -9299021 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -9300555.000000 Penalty: 5386.044434
	Iteration 7F: 3 clusters Score -9300555 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -9302679.000000 Penalty: 5386.044434
	Iteration 8F: 3 clusters Score -9302679 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -9304946.000000 Penalty: 5386.044434
	Iteration 9F: 3 clusters Score -9304946 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -9306813.000000 Penalty: 5386.044434
	Iteration 10F: 3 clusters Score -9306813 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -9308193.000000 Penalty: 5386.044434
	Iteration 11F: 3 clusters Score -9308193 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -9309029.000000 Penalty: 5386.044434
	Iteration 12Q: 3 clusters Score -9309029 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -9309541.000000 Penalty: 5386.044434
	Iteration 13Q: 3 clusters Score -9309541 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -9309861.000000 Penalty: 5386.044434
	Iteration 14Q: 3 clusters Score -9309861 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -9310053.000000 Penalty: 5386.044434
	Iteration 15Q: 3 clusters Score -9310053 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -9310164.000000 Penalty: 5386.044434
	Iteration 16Q: 3 clusters Score -9310164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -9310254.000000 Penalty: 5386.044434
	Iteration 17Q: 3 clusters Score -9310254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -9310282.000000 Penalty: 5386.044434
	Iteration 18Q: 3 clusters Score -9310282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -9310312.000000 Penalty: 5386.044434
	Iteration 19Q: 3 clusters Score -9310312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -9310333.000000 Penalty: 5386.044434
	Iteration 20F: 3 clusters Score -9310333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -9310346.000000 Penalty: 5386.044434
	Iteration 21Q: 3 clusters Score -9310346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -9310352.000000 Penalty: 5386.044434
	Iteration 22Q: 3 clusters Score -9310352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -9310353.000000 Penalty: 5386.044434
	Iteration 23Q: 3 clusters Score -9310353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -9310356.000000 Penalty: 5386.044434
	Iteration 24Q: 3 clusters Score -9310356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -9310365.000000 Penalty: 5386.044434
	Iteration 25Q: 3 clusters Score -9310365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -9310380.000000 Penalty: 5386.044434
	Iteration 26Q: 3 clusters Score -9310380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -9310382.000000 Penalty: 5386.044434
	Iteration 27Q: 3 clusters Score -9310382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -9310388.000000 Penalty: 5386.044434
	Iteration 28Q: 3 clusters Score -9310388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -9310388.000000 Penalty: 5386.044434
	Iteration 29Q: 3 clusters Score -9310388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -9310392.000000 Penalty: 5386.044434
	Iteration 30Q: 3 clusters Score -9310392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -9310387.000000 Penalty: 5386.044434
	Iteration 31Q: 3 clusters Score -9310387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -9310385.000000 Penalty: 5386.044434
	Iteration 32Q: 3 clusters Score -9310385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -9310390.000000 Penalty: 5386.044434
	Iteration 33Q: 3 clusters Score -9310390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -9310396.000000 Penalty: 5386.044434
	Iteration 34Q: 3 clusters Score -9310396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -9310388.000000 Penalty: 5386.044434
	Iteration 35Q: 3 clusters Score -9310388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -9310389.000000 Penalty: 5386.044434
	Iteration 36Q: 3 clusters Score -9310389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -9310389.000000 Penalty: 5386.044434
	Iteration 37Q: 3 clusters Score -9310389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -9310387.000000 Penalty: 5386.044434
	Iteration 38Q: 3 clusters Score -9310387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -9310387.000000 Penalty: 5386.044434
	Iteration 39F: 3 clusters Score -9310387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Entering Unmasked Estep 
Score: -7768936.000000 Penalty: 2649.570557
	Iteration 0F: 2 clusters Score -7768936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -7740071.500000 Penalty: 5299.141113
	Iteration 0F: 3 clusters Score -7740072 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -7751105.500000 Penalty: 5299.141113
	Iteration 1F: 3 clusters Score -7751106 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -7751634.500000 Penalty: 5299.141113
	Iteration 2Q: 3 clusters Score -7751634 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -7752103.500000 Penalty: 5299.141113
	Iteration 3Q: 3 clusters Score -7752104 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -7752687.000000 Penalty: 5299.141113
	Iteration 4Q: 3 clusters Score -7752687 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -7753264.500000 Penalty: 5299.141113
	Iteration 5Q: 3 clusters Score -7753264 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -7754140.500000 Penalty: 5299.141113
	Iteration 6Q: 3 clusters Score -7754140 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -7755309.500000 Penalty: 5299.141113
	Iteration 7Q: 3 clusters Score -7755310 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -7756686.500000 Penalty: 5299.141113
	Iteration 8F: 3 clusters Score -7756686 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -7758101.500000 Penalty: 5299.141113
	Iteration 9F: 3 clusters Score -7758102 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -7759324.000000 Penalty: 5299.141113
	Iteration 10F: 3 clusters Score -7759324 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -7760246.000000 Penalty: 5299.141113
	Iteration 11Q: 3 clusters Score -7760246 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -7760915.000000 Penalty: 5299.141113
	Iteration 12Q: 3 clusters Score -7760915 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -7761569.500000 Penalty: 5299.141113
	Iteration 13Q: 3 clusters Score -7761570 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -7762124.500000 Penalty: 5299.141113
	Iteration 14Q: 3 clusters Score -7762124 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -7762781.500000 Penalty: 5299.141113
	Iteration 15Q: 3 clusters Score -7762782 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -7763707.000000 Penalty: 5299.141113
	Iteration 16Q: 3 clusters Score -7763707 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -7764711.500000 Penalty: 5299.141113
	Iteration 17Q: 3 clusters Score -7764712 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -7765519.500000 Penalty: 5299.141113
	Iteration 18Q: 3 clusters Score -7765520 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -7766022.000000 Penalty: 5299.141113
	Iteration 19Q: 3 clusters Score -7766022 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -7766218.000000 Penalty: 5299.141113
	Iteration 20F: 3 clusters Score -7766218 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -7766300.500000 Penalty: 5299.141113
	Iteration 21Q: 3 clusters Score -7766300 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -7766338.500000 Penalty: 5299.141113
	Iteration 22Q: 3 clusters Score -7766338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -7766375.500000 Penalty: 5299.141113
	Iteration 23Q: 3 clusters Score -7766376 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7766401.000000 Penalty: 5299.141113
	Iteration 24Q: 3 clusters Score -7766401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -7766397.500000 Penalty: 5299.141113
	Iteration 25Q: 3 clusters Score -7766398 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7766413.000000 Penalty: 5299.141113
	Iteration 26Q: 3 clusters Score -7766413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -7766422.000000 Penalty: 5299.141113
	Iteration 27Q: 3 clusters Score -7766422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7766453.000000 Penalty: 5299.141113
	Iteration 28Q: 3 clusters Score -7766453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -7766458.500000 Penalty: 5299.141113
	Iteration 29Q: 3 clusters Score -7766458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -7766463.500000 Penalty: 5299.141113
	Iteration 30Q: 3 clusters Score -7766464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -7766460.500000 Penalty: 5299.141113
	Iteration 31Q: 3 clusters Score -7766460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -7766467.500000 Penalty: 5299.141113
	Iteration 32Q: 3 clusters Score -7766468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -7766470.000000 Penalty: 5299.141113
	Iteration 33Q: 3 clusters Score -7766470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -7766463.500000 Penalty: 5299.141113
	Iteration 34Q: 3 clusters Score -7766464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -7766460.500000 Penalty: 5299.141113
	Iteration 35Q: 3 clusters Score -7766460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -7766466.000000 Penalty: 5299.141113
	Iteration 36Q: 3 clusters Score -7766466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -7766466.500000 Penalty: 5299.141113
	Iteration 37Q: 3 clusters Score -7766466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -7766463.500000 Penalty: 5299.141113
	Iteration 38Q: 3 clusters Score -7766464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -7766461.000000 Penalty: 5299.141113
	Iteration 39Q: 3 clusters Score -7766461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -7766462.000000 Penalty: 5299.141113
	Iteration 40F: 3 clusters Score -7766462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -7766446.000000 Penalty: 5299.141113
	Iteration 41Q: 3 clusters Score -7766446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -7766453.000000 Penalty: 5299.141113
	Iteration 42Q: 3 clusters Score -7766453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -7766456.000000 Penalty: 5299.141113
	Iteration 43Q: 3 clusters Score -7766456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -7766453.500000 Penalty: 5299.141113
	Iteration 44Q: 3 clusters Score -7766454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -7766457.500000 Penalty: 5299.141113
	Iteration 45Q: 3 clusters Score -7766458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -7766467.500000 Penalty: 5299.141113
	Iteration 46Q: 3 clusters Score -7766468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -7766480.000000 Penalty: 5299.141113
	Iteration 47Q: 3 clusters Score -7766480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -7766480.000000 Penalty: 5299.141113
	Iteration 48Q: 3 clusters Score -7766480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -7766480.500000 Penalty: 5299.141113
	Iteration 49Q: 3 clusters Score -7766480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -7766472.000000 Penalty: 5299.141113
	Iteration 50Q: 3 clusters Score -7766472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -7766467.500000 Penalty: 5299.141113
	Iteration 51Q: 3 clusters Score -7766468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -7766463.500000 Penalty: 5299.141113
	Iteration 52Q: 3 clusters Score -7766464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -7766459.500000 Penalty: 5299.141113
	Iteration 53Q: 3 clusters Score -7766460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -7766477.000000 Penalty: 5299.141113
	Iteration 54Q: 3 clusters Score -7766477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -7766481.000000 Penalty: 5299.141113
	Iteration 55Q: 3 clusters Score -7766481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -7766485.000000 Penalty: 5299.141113
	Iteration 56Q: 3 clusters Score -7766485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -7766486.500000 Penalty: 5299.141113
	Iteration 57Q: 3 clusters Score -7766486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -7766480.000000 Penalty: 5299.141113
	Iteration 58Q: 3 clusters Score -7766480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -7766482.000000 Penalty: 5299.141113
	Iteration 59Q: 3 clusters Score -7766482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -7766476.500000 Penalty: 5299.141113
	Iteration 60F: 3 clusters Score -7766476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -7766474.500000 Penalty: 5299.141113
	Iteration 61Q: 3 clusters Score -7766474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7766488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7766495 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7766486.500000 Penalty: 5299.141113
	Iteration 64Q: 3 clusters Score -7766486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7766493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7766484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7766498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7766511 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7766510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7766552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7766558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7766562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7766566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7766579 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7766576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7766590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -7766609.500000 Penalty: 5299.141113
	Iteration 77Q: 3 clusters Score -7766610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7766622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7766630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -7766645.500000 Penalty: 5299.141113
	Iteration 80F: 3 clusters Score -7766646 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7766652 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7766664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7766657.500000 Penalty: 5299.141113
	Iteration 83Q: 3 clusters Score -7766658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7766658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -7766674.000000 Penalty: 5299.141113
	Iteration 85Q: 3 clusters Score -7766674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7766679 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -7766709.000000 Penalty: 5299.141113
	Iteration 87Q: 3 clusters Score -7766709 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -7766717.000000 Penalty: 5299.141113
	Iteration 88Q: 3 clusters Score -7766717 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7766750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7766743 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7766743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7766748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7766752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7766772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7766774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7766773 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7766801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7766792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7766812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7766800 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7766814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7766841 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7766854 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7766872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7766884 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7766890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 33497 members 
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	Iteration 107Q: 3 clusters Score -7766888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7766906 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 33697 members 
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	Iteration 109Q: 3 clusters Score -7766917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7766934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7766920 nChanged 129
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Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 34040 members 
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	Iteration 112Q: 3 clusters Score -7766920 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7766938 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7766949 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7766964 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 34620 members 
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	Iteration 116Q: 3 clusters Score -7766968 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7766978 nChanged 133
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Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7767013.000000 Penalty: 5299.141113
	Iteration 118Q: 3 clusters Score -7767013 nChanged 135
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Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 35021 members 
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	Iteration 119Q: 3 clusters Score -7767040 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7767040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -7767038.500000 Penalty: 5299.141113
	Iteration 121Q: 3 clusters Score -7767038 nChanged 104
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Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7767050 nChanged 99
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Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7767074 nChanged 108
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Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -7767059.000000 Penalty: 5299.141113
	Iteration 124Q: 3 clusters Score -7767059 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7767074 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7767050 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7767060 nChanged 72
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Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 35940 members 
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	Iteration 128Q: 3 clusters Score -7767066 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -7767091.500000 Penalty: 5299.141113
	Iteration 129Q: 3 clusters Score -7767092 nChanged 64
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Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7767086 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7767087 nChanged 76
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Mstep: Class 1 contains 7440 members 
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	Iteration 132Q: 3 clusters Score -7767096 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7767098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -7767110.500000 Penalty: 5299.141113
	Iteration 134Q: 3 clusters Score -7767110 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -7767137.500000 Penalty: 5299.141113
	Iteration 135Q: 3 clusters Score -7767138 nChanged 80
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Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7767128 nChanged 74
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Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -7767140.000000 Penalty: 5299.141113
	Iteration 137Q: 3 clusters Score -7767140 nChanged 63
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Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7767135.000000 Penalty: 5299.141113
	Iteration 138Q: 3 clusters Score -7767135 nChanged 66
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Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 36742 members 
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	Iteration 139Q: 3 clusters Score -7767138 nChanged 55
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Mstep: Class 1 contains 6844 members 
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Entering Unmasked Estep 
Score: -7767118.500000 Penalty: 5299.141113
	Iteration 140F: 3 clusters Score -7767118 nChanged 53
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Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 36850 members 
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	Iteration 141Q: 3 clusters Score -7767128 nChanged 46
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Mstep: Class 1 contains 6745 members 
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	Iteration 142Q: 3 clusters Score -7767140 nChanged 51
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Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7767134 nChanged 49
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Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -7767159.000000 Penalty: 5299.141113
	Iteration 144Q: 3 clusters Score -7767159 nChanged 63
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Mstep: Class 1 contains 6584 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7767150 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -7767151.000000 Penalty: 5299.141113
	Iteration 146Q: 3 clusters Score -7767151 nChanged 52
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Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7767152 nChanged 46
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Mstep: Class 1 contains 6425 members 
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Entering Unmasked Estep 
Score: -7767142.000000 Penalty: 5299.141113
	Iteration 148Q: 3 clusters Score -7767142 nChanged 43
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Mstep: Class 1 contains 6384 members 
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	Iteration 149Q: 3 clusters Score -7767160 nChanged 41
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Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7767157.500000 Penalty: 5299.141113
	Iteration 150Q: 3 clusters Score -7767158 nChanged 40
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Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -7767166.500000 Penalty: 5299.141113
	Iteration 151Q: 3 clusters Score -7767166 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -7767185.000000 Penalty: 5299.141113
	Iteration 152Q: 3 clusters Score -7767185 nChanged 47
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Mstep: Class 1 contains 6216 members 
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Entering Unmasked Estep 
Score: -7767179.000000 Penalty: 5299.141113
	Iteration 153Q: 3 clusters Score -7767179 nChanged 53
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Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -7767173.000000 Penalty: 5299.141113
	Iteration 154Q: 3 clusters Score -7767173 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7767172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7767168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -7767163.500000 Penalty: 5299.141113
	Iteration 157Q: 3 clusters Score -7767164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7767188.500000 Penalty: 5299.141113
	Iteration 158Q: 3 clusters Score -7767188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7767190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7767187.500000 Penalty: 5299.141113
	Iteration 160F: 3 clusters Score -7767188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7767190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -7767174.500000 Penalty: 5299.141113
	Iteration 162Q: 3 clusters Score -7767174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -7767182.000000 Penalty: 5299.141113
	Iteration 163Q: 3 clusters Score -7767182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -7767194.500000 Penalty: 5299.141113
	Iteration 164Q: 3 clusters Score -7767194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7767198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7767219.000000 Penalty: 5299.141113
	Iteration 166Q: 3 clusters Score -7767219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -7767207.500000 Penalty: 5299.141113
	Iteration 167Q: 3 clusters Score -7767208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -7767217.000000 Penalty: 5299.141113
	Iteration 168Q: 3 clusters Score -7767217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7767218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7767210.000000 Penalty: 5299.141113
	Iteration 170Q: 3 clusters Score -7767210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7767196.500000 Penalty: 5299.141113
	Iteration 171Q: 3 clusters Score -7767196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7767199.000000 Penalty: 5299.141113
	Iteration 172Q: 3 clusters Score -7767199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7767212.000000 Penalty: 5299.141113
	Iteration 173Q: 3 clusters Score -7767212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -7767222.500000 Penalty: 5299.141113
	Iteration 174Q: 3 clusters Score -7767222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7767220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -7767234.500000 Penalty: 5299.141113
	Iteration 176Q: 3 clusters Score -7767234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7767240.500000 Penalty: 5299.141113
	Iteration 177Q: 3 clusters Score -7767240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7767240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7767234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -7767225.500000 Penalty: 5299.141113
	Iteration 180F: 3 clusters Score -7767226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -7767229.500000 Penalty: 5299.141113
	Iteration 181Q: 3 clusters Score -7767230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -7767235.000000 Penalty: 5299.141113
	Iteration 182Q: 3 clusters Score -7767235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7767230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7767234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -7767245.500000 Penalty: 5299.141113
	Iteration 185Q: 3 clusters Score -7767246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7767256.000000 Penalty: 5299.141113
	Iteration 186Q: 3 clusters Score -7767256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -7767252.000000 Penalty: 5299.141113
	Iteration 187Q: 3 clusters Score -7767252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7767248.000000 Penalty: 5299.141113
	Iteration 188Q: 3 clusters Score -7767248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -7767251.000000 Penalty: 5299.141113
	Iteration 189Q: 3 clusters Score -7767251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7767248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -7767240.000000 Penalty: 5299.141113
	Iteration 191Q: 3 clusters Score -7767240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -7767241.500000 Penalty: 5299.141113
	Iteration 192Q: 3 clusters Score -7767242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -7767240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7767244.000000 Penalty: 5299.141113
	Iteration 194Q: 3 clusters Score -7767244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7767238.500000 Penalty: 5299.141113
	Iteration 195Q: 3 clusters Score -7767238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7767238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7767248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7767252.500000 Penalty: 5299.141113
	Iteration 198Q: 3 clusters Score -7767252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -7767260.000000 Penalty: 5299.141113
	Iteration 199Q: 3 clusters Score -7767260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7767263.000000 Penalty: 5299.141113
	Iteration 200F: 3 clusters Score -7767263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7767260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -7767266.000000 Penalty: 5299.141113
	Iteration 202Q: 3 clusters Score -7767266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7767276.500000 Penalty: 5299.141113
	Iteration 203Q: 3 clusters Score -7767276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7767279.500000 Penalty: 5299.141113
	Iteration 204Q: 3 clusters Score -7767280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7767275.000000 Penalty: 5299.141113
	Iteration 205Q: 3 clusters Score -7767275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7767262.500000 Penalty: 5299.141113
	Iteration 206Q: 3 clusters Score -7767262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -7767266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7767276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7767281.000000 Penalty: 5299.141113
	Iteration 209Q: 3 clusters Score -7767281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7767267.000000 Penalty: 5299.141113
	Iteration 210Q: 3 clusters Score -7767267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7767272.500000 Penalty: 5299.141113
	Iteration 211Q: 3 clusters Score -7767272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -7767278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -7767276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7767280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7767281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7767271.000000 Penalty: 5299.141113
	Iteration 216Q: 3 clusters Score -7767271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7767274.500000 Penalty: 5299.141113
	Iteration 217Q: 3 clusters Score -7767274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7767269.000000 Penalty: 5299.141113
	Iteration 218Q: 3 clusters Score -7767269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7767268.500000 Penalty: 5299.141113
	Iteration 219Q: 3 clusters Score -7767268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7767276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7767269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -7767274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -7767267.500000 Penalty: 5299.141113
	Iteration 223Q: 3 clusters Score -7767268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -7767278.000000 Penalty: 5299.141113
	Iteration 224Q: 3 clusters Score -7767278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7767282.000000 Penalty: 5299.141113
	Iteration 225Q: 3 clusters Score -7767282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7767281.500000 Penalty: 5299.141113
	Iteration 226Q: 3 clusters Score -7767282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -7767286.500000 Penalty: 5299.141113
	Iteration 227Q: 3 clusters Score -7767286 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7767290.000000 Penalty: 5299.141113
	Iteration 228Q: 3 clusters Score -7767290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -7767283.500000 Penalty: 5299.141113
	Iteration 229Q: 3 clusters Score -7767284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -7767286 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7767284 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -7767284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -7767306.500000 Penalty: 5299.141113
	Iteration 233Q: 3 clusters Score -7767306 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -7767310.000000 Penalty: 5299.141113
	Iteration 234Q: 3 clusters Score -7767310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7767321.000000 Penalty: 5299.141113
	Iteration 235Q: 3 clusters Score -7767321 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -7767300 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7767306 nChanged 21
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7767313.000000 Penalty: 5299.141113
	Iteration 238Q: 3 clusters Score -7767313 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -7767314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -7767316.500000 Penalty: 5299.141113
	Iteration 240F: 3 clusters Score -7767316 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -7767320.500000 Penalty: 5299.141113
	Iteration 241Q: 3 clusters Score -7767320 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7767320 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -7767320 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -7767325.000000 Penalty: 5299.141113
	Iteration 244Q: 3 clusters Score -7767325 nChanged 13
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Mstep: Class 1 contains 3723 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -7767322 nChanged 12
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Mstep: Class 1 contains 3711 members 
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Entering Unmasked Estep 
Score: -7767317.000000 Penalty: 5299.141113
	Iteration 246Q: 3 clusters Score -7767317 nChanged 13
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -7767325 nChanged 11
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Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7767334.500000 Penalty: 5299.141113
	Iteration 248Q: 3 clusters Score -7767334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7767332.000000 Penalty: 5299.141113
	Iteration 249Q: 3 clusters Score -7767332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7767331.500000 Penalty: 5299.141113
	Iteration 250Q: 3 clusters Score -7767332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7767330.000000 Penalty: 5299.141113
	Iteration 251Q: 3 clusters Score -7767330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7767332.000000 Penalty: 5299.141113
	Iteration 252Q: 3 clusters Score -7767332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -7767336.000000 Penalty: 5299.141113
	Iteration 253Q: 3 clusters Score -7767336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -7767338.000000 Penalty: 5299.141113
	Iteration 254Q: 3 clusters Score -7767338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7767331.000000 Penalty: 5299.141113
	Iteration 255Q: 3 clusters Score -7767331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7767331.000000 Penalty: 5299.141113
	Iteration 256Q: 3 clusters Score -7767331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7767337.000000 Penalty: 5299.141113
	Iteration 257Q: 3 clusters Score -7767337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -7767331.500000 Penalty: 5299.141113
	Iteration 258Q: 3 clusters Score -7767332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -7767332.500000 Penalty: 5299.141113
	Iteration 259Q: 3 clusters Score -7767332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -7767334.000000 Penalty: 5299.141113
	Iteration 260F: 3 clusters Score -7767334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -7767332.000000 Penalty: 5299.141113
	Iteration 261Q: 3 clusters Score -7767332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7767327.000000 Penalty: 5299.141113
	Iteration 262Q: 3 clusters Score -7767327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -7767336.000000 Penalty: 5299.141113
	Iteration 263Q: 3 clusters Score -7767336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7767337.000000 Penalty: 5299.141113
	Iteration 264Q: 3 clusters Score -7767337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7767341.500000 Penalty: 5299.141113
	Iteration 265Q: 3 clusters Score -7767342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -7767334.500000 Penalty: 5299.141113
	Iteration 266Q: 3 clusters Score -7767334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -7767352.000000 Penalty: 5299.141113
	Iteration 267Q: 3 clusters Score -7767352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -7767355.000000 Penalty: 5299.141113
	Iteration 268Q: 3 clusters Score -7767355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -7767363.500000 Penalty: 5299.141113
	Iteration 269Q: 3 clusters Score -7767364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -7767377.000000 Penalty: 5299.141113
	Iteration 270Q: 3 clusters Score -7767377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -7767378.000000 Penalty: 5299.141113
	Iteration 271Q: 3 clusters Score -7767378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -7767387.000000 Penalty: 5299.141113
	Iteration 272Q: 3 clusters Score -7767387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -7767374.000000 Penalty: 5299.141113
	Iteration 273Q: 3 clusters Score -7767374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -7767378.000000 Penalty: 5299.141113
	Iteration 274Q: 3 clusters Score -7767378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7767372.500000 Penalty: 5299.141113
	Iteration 275Q: 3 clusters Score -7767372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7767361.500000 Penalty: 5299.141113
	Iteration 276Q: 3 clusters Score -7767362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7767366.500000 Penalty: 5299.141113
	Iteration 277Q: 3 clusters Score -7767366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -7767364.500000 Penalty: 5299.141113
	Iteration 278Q: 3 clusters Score -7767364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7767360.500000 Penalty: 5299.141113
	Iteration 279Q: 3 clusters Score -7767360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7767356.500000 Penalty: 5299.141113
	Iteration 280F: 3 clusters Score -7767356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -7767358.000000 Penalty: 5299.141113
	Iteration 281Q: 3 clusters Score -7767358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -7767373.500000 Penalty: 5299.141113
	Iteration 282Q: 3 clusters Score -7767374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -7767374.500000 Penalty: 5299.141113
	Iteration 283Q: 3 clusters Score -7767374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -7767370.000000 Penalty: 5299.141113
	Iteration 284Q: 3 clusters Score -7767370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7767375.000000 Penalty: 5299.141113
	Iteration 285Q: 3 clusters Score -7767375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -7767371.000000 Penalty: 5299.141113
	Iteration 286Q: 3 clusters Score -7767371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -7767366.000000 Penalty: 5299.141113
	Iteration 287Q: 3 clusters Score -7767366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -7767366.000000 Penalty: 5299.141113
	Iteration 288Q: 3 clusters Score -7767366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7767366.000000 Penalty: 5299.141113
	Iteration 289Q: 3 clusters Score -7767366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -7767369.500000 Penalty: 5299.141113
	Iteration 290Q: 3 clusters Score -7767370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -7767369.000000 Penalty: 5299.141113
	Iteration 291Q: 3 clusters Score -7767369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -7767379.000000 Penalty: 5299.141113
	Iteration 292Q: 3 clusters Score -7767379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -7767372.000000 Penalty: 5299.141113
	Iteration 293Q: 3 clusters Score -7767372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7767370.500000 Penalty: 5299.141113
	Iteration 294Q: 3 clusters Score -7767370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7767368.000000 Penalty: 5299.141113
	Iteration 295Q: 3 clusters Score -7767368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -7767370.000000 Penalty: 5299.141113
	Iteration 296Q: 3 clusters Score -7767370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -7767369.000000 Penalty: 5299.141113
	Iteration 297Q: 3 clusters Score -7767369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7767382.500000 Penalty: 5299.141113
	Iteration 298Q: 3 clusters Score -7767382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -7767380.500000 Penalty: 5299.141113
	Iteration 299Q: 3 clusters Score -7767380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -7767376.000000 Penalty: 5299.141113
	Iteration 300F: 3 clusters Score -7767376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -7767380.000000 Penalty: 5299.141113
	Iteration 301Q: 3 clusters Score -7767380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -7767376.500000 Penalty: 5299.141113
	Iteration 302Q: 3 clusters Score -7767376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -7767379.500000 Penalty: 5299.141113
	Iteration 303Q: 3 clusters Score -7767380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -7767379.000000 Penalty: 5299.141113
	Iteration 304Q: 3 clusters Score -7767379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -7767386.500000 Penalty: 5299.141113
	Iteration 305Q: 3 clusters Score -7767386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -7767386.000000 Penalty: 5299.141113
	Iteration 306Q: 3 clusters Score -7767386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7767390.500000 Penalty: 5299.141113
	Iteration 307Q: 3 clusters Score -7767390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7767384.500000 Penalty: 5299.141113
	Iteration 308Q: 3 clusters Score -7767384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -7767377.500000 Penalty: 5299.141113
	Iteration 309Q: 3 clusters Score -7767378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -7767378.500000 Penalty: 5299.141113
	Iteration 310Q: 3 clusters Score -7767378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7767380.000000 Penalty: 5299.141113
	Iteration 311Q: 3 clusters Score -7767380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -7767380.500000 Penalty: 5299.141113
	Iteration 312Q: 3 clusters Score -7767380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -7767380.000000 Penalty: 5299.141113
	Iteration 313Q: 3 clusters Score -7767380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -7767380.000000 Penalty: 5299.141113
	Iteration 314Q: 3 clusters Score -7767380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -7767378.500000 Penalty: 5299.141113
	Iteration 315Q: 3 clusters Score -7767378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -7767378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7767378.000000 Penalty: 5299.141113
	Iteration 317F: 3 clusters Score -7767378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Entering Unmasked Estep 
Score: -1788091.750000 Penalty: 2291.061035
	Iteration 0F: 2 clusters Score -1788092 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 5165 members 
Entering Unmasked Estep 
Score: -1780278.375000 Penalty: 4582.122070
	Iteration 0F: 3 clusters Score -1780278 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1782536.000000 Penalty: 4582.122070
	Iteration 1F: 3 clusters Score -1782536 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1782885.875000 Penalty: 4582.122070
	Iteration 2F: 3 clusters Score -1782886 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1783195.750000 Penalty: 4582.122070
	Iteration 3F: 3 clusters Score -1783196 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1783483.875000 Penalty: 4582.122070
	Iteration 4Q: 3 clusters Score -1783484 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1783695.625000 Penalty: 4582.122070
	Iteration 5Q: 3 clusters Score -1783696 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1783865.000000 Penalty: 4582.122070
	Iteration 6Q: 3 clusters Score -1783865 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1784021.750000 Penalty: 4582.122070
	Iteration 7Q: 3 clusters Score -1784022 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1784164.875000 Penalty: 4582.122070
	Iteration 8Q: 3 clusters Score -1784165 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1784310.875000 Penalty: 4582.122070
	Iteration 9Q: 3 clusters Score -1784311 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1784483.625000 Penalty: 4582.122070
	Iteration 10Q: 3 clusters Score -1784484 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1784695.875000 Penalty: 4582.122070
	Iteration 11Q: 3 clusters Score -1784696 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1784894.875000 Penalty: 4582.122070
	Iteration 12Q: 3 clusters Score -1784895 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1785090.375000 Penalty: 4582.122070
	Iteration 13Q: 3 clusters Score -1785090 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1785280.250000 Penalty: 4582.122070
	Iteration 14Q: 3 clusters Score -1785280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1785443.000000 Penalty: 4582.122070
	Iteration 15Q: 3 clusters Score -1785443 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1785578.000000 Penalty: 4582.122070
	Iteration 16Q: 3 clusters Score -1785578 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1785684.250000 Penalty: 4582.122070
	Iteration 17Q: 3 clusters Score -1785684 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1785784.125000 Penalty: 4582.122070
	Iteration 18Q: 3 clusters Score -1785784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1785858.500000 Penalty: 4582.122070
	Iteration 19Q: 3 clusters Score -1785858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1785939.125000 Penalty: 4582.122070
	Iteration 20F: 3 clusters Score -1785939 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1786010.000000 Penalty: 4582.122070
	Iteration 21Q: 3 clusters Score -1786010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1786072.125000 Penalty: 4582.122070
	Iteration 22Q: 3 clusters Score -1786072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1786127.000000 Penalty: 4582.122070
	Iteration 23Q: 3 clusters Score -1786127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1786174.625000 Penalty: 4582.122070
	Iteration 24Q: 3 clusters Score -1786175 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1786213.750000 Penalty: 4582.122070
	Iteration 25Q: 3 clusters Score -1786214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1786261.125000 Penalty: 4582.122070
	Iteration 26Q: 3 clusters Score -1786261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1786301.250000 Penalty: 4582.122070
	Iteration 27Q: 3 clusters Score -1786301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1786337.500000 Penalty: 4582.122070
	Iteration 28Q: 3 clusters Score -1786338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1786371.500000 Penalty: 4582.122070
	Iteration 29Q: 3 clusters Score -1786372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1786416.500000 Penalty: 4582.122070
	Iteration 30Q: 3 clusters Score -1786416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1786439.625000 Penalty: 4582.122070
	Iteration 31Q: 3 clusters Score -1786440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1786459.375000 Penalty: 4582.122070
	Iteration 32Q: 3 clusters Score -1786459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1786483.500000 Penalty: 4582.122070
	Iteration 33Q: 3 clusters Score -1786484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1786491.625000 Penalty: 4582.122070
	Iteration 34Q: 3 clusters Score -1786492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1786503.125000 Penalty: 4582.122070
	Iteration 35Q: 3 clusters Score -1786503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1786510.250000 Penalty: 4582.122070
	Iteration 36Q: 3 clusters Score -1786510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1786516.000000 Penalty: 4582.122070
	Iteration 37Q: 3 clusters Score -1786516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1786524.500000 Penalty: 4582.122070
	Iteration 38Q: 3 clusters Score -1786524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1786531.750000 Penalty: 4582.122070
	Iteration 39Q: 3 clusters Score -1786532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1786543.750000 Penalty: 4582.122070
	Iteration 40F: 3 clusters Score -1786544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1786561.500000 Penalty: 4582.122070
	Iteration 41Q: 3 clusters Score -1786562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1786580.875000 Penalty: 4582.122070
	Iteration 42Q: 3 clusters Score -1786581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1786599.625000 Penalty: 4582.122070
	Iteration 43Q: 3 clusters Score -1786600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1786613.500000 Penalty: 4582.122070
	Iteration 44Q: 3 clusters Score -1786614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1786635.375000 Penalty: 4582.122070
	Iteration 45Q: 3 clusters Score -1786635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1786660.125000 Penalty: 4582.122070
	Iteration 46Q: 3 clusters Score -1786660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1786674.125000 Penalty: 4582.122070
	Iteration 47Q: 3 clusters Score -1786674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1786680.250000 Penalty: 4582.122070
	Iteration 48Q: 3 clusters Score -1786680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1786683.750000 Penalty: 4582.122070
	Iteration 49Q: 3 clusters Score -1786684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1786690.125000 Penalty: 4582.122070
	Iteration 50Q: 3 clusters Score -1786690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1786692.125000 Penalty: 4582.122070
	Iteration 51Q: 3 clusters Score -1786692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1786697.625000 Penalty: 4582.122070
	Iteration 52Q: 3 clusters Score -1786698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1786695.250000 Penalty: 4582.122070
	Iteration 53Q: 3 clusters Score -1786695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1786699.000000 Penalty: 4582.122070
	Iteration 54Q: 3 clusters Score -1786699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1786698.750000 Penalty: 4582.122070
	Iteration 55Q: 3 clusters Score -1786699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1786699.875000 Penalty: 4582.122070
	Iteration 56Q: 3 clusters Score -1786700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1786699.875000 Penalty: 4582.122070
	Iteration 57F: 3 clusters Score -1786700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Entering Unmasked Estep 
Score: -7972594.000000 Penalty: 2652.956787
	Iteration 0F: 2 clusters Score -7972594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7943652.500000 Penalty: 5305.913574
	Iteration 0F: 3 clusters Score -7943652 nChanged 20250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -7955043.000000 Penalty: 5305.913574
	Iteration 1F: 3 clusters Score -7955043 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -7955970.500000 Penalty: 5305.913574
	Iteration 2Q: 3 clusters Score -7955970 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -7957157.000000 Penalty: 5305.913574
	Iteration 3F: 3 clusters Score -7957157 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -7959162.500000 Penalty: 5305.913574
	Iteration 4F: 3 clusters Score -7959162 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -7962089.500000 Penalty: 5305.913574
	Iteration 5F: 3 clusters Score -7962090 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -7965501.500000 Penalty: 5305.913574
	Iteration 6F: 3 clusters Score -7965502 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7968274.500000 Penalty: 5305.913574
	Iteration 7F: 3 clusters Score -7968274 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7969554.000000 Penalty: 5305.913574
	Iteration 8Q: 3 clusters Score -7969554 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7970029.500000 Penalty: 5305.913574
	Iteration 9Q: 3 clusters Score -7970030 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7970228.000000 Penalty: 5305.913574
	Iteration 10Q: 3 clusters Score -7970228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7970337.500000 Penalty: 5305.913574
	Iteration 11Q: 3 clusters Score -7970338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7970409.000000 Penalty: 5305.913574
	Iteration 12Q: 3 clusters Score -7970409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7970459.500000 Penalty: 5305.913574
	Iteration 13Q: 3 clusters Score -7970460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7970471.000000 Penalty: 5305.913574
	Iteration 14Q: 3 clusters Score -7970471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7970484.000000 Penalty: 5305.913574
	Iteration 15Q: 3 clusters Score -7970484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7970488.500000 Penalty: 5305.913574
	Iteration 16Q: 3 clusters Score -7970488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7970488.500000 Penalty: 5305.913574
	Iteration 17Q: 3 clusters Score -7970488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7970503.000000 Penalty: 5305.913574
	Iteration 18Q: 3 clusters Score -7970503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7970512.500000 Penalty: 5305.913574
	Iteration 19Q: 3 clusters Score -7970512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7970524.500000 Penalty: 5305.913574
	Iteration 20F: 3 clusters Score -7970524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7970523.000000 Penalty: 5305.913574
	Iteration 21Q: 3 clusters Score -7970523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7970528.000000 Penalty: 5305.913574
	Iteration 22Q: 3 clusters Score -7970528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7970523.000000 Penalty: 5305.913574
	Iteration 23Q: 3 clusters Score -7970523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7970523.000000 Penalty: 5305.913574
	Iteration 24F: 3 clusters Score -7970523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Entering Unmasked Estep 
Score: -7961935.000000 Penalty: 2649.656006
	Iteration 0F: 2 clusters Score -7961935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -7933354.000000 Penalty: 5299.312012
	Iteration 0F: 3 clusters Score -7933354 nChanged 20180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -7944621.500000 Penalty: 5299.312012
	Iteration 1F: 3 clusters Score -7944622 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -7945176.000000 Penalty: 5299.312012
	Iteration 2Q: 3 clusters Score -7945176 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -7945751.500000 Penalty: 5299.312012
	Iteration 3Q: 3 clusters Score -7945752 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -7946511.000000 Penalty: 5299.312012
	Iteration 4Q: 3 clusters Score -7946511 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -7947618.000000 Penalty: 5299.312012
	Iteration 5Q: 3 clusters Score -7947618 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -7949237.500000 Penalty: 5299.312012
	Iteration 6F: 3 clusters Score -7949238 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -7951665.000000 Penalty: 5299.312012
	Iteration 7F: 3 clusters Score -7951665 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7954539.500000 Penalty: 5299.312012
	Iteration 8F: 3 clusters Score -7954540 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7956996.000000 Penalty: 5299.312012
	Iteration 9F: 3 clusters Score -7956996 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7958521.000000 Penalty: 5299.312012
	Iteration 10Q: 3 clusters Score -7958521 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7959242.500000 Penalty: 5299.312012
	Iteration 11Q: 3 clusters Score -7959242 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7959510.000000 Penalty: 5299.312012
	Iteration 12Q: 3 clusters Score -7959510 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7959642.500000 Penalty: 5299.312012
	Iteration 13Q: 3 clusters Score -7959642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7959692.500000 Penalty: 5299.312012
	Iteration 14Q: 3 clusters Score -7959692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7959722.500000 Penalty: 5299.312012
	Iteration 15Q: 3 clusters Score -7959722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7959746.500000 Penalty: 5299.312012
	Iteration 16Q: 3 clusters Score -7959746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7959777.000000 Penalty: 5299.312012
	Iteration 17Q: 3 clusters Score -7959777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7959794.500000 Penalty: 5299.312012
	Iteration 18Q: 3 clusters Score -7959794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7959813.500000 Penalty: 5299.312012
	Iteration 19Q: 3 clusters Score -7959814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7959813.000000 Penalty: 5299.312012
	Iteration 20F: 3 clusters Score -7959813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7959827.500000 Penalty: 5299.312012
	Iteration 21Q: 3 clusters Score -7959828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7959829.000000 Penalty: 5299.312012
	Iteration 22Q: 3 clusters Score -7959829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7959826.000000 Penalty: 5299.312012
	Iteration 23Q: 3 clusters Score -7959826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7959826.000000 Penalty: 5299.312012
	Iteration 24F: 3 clusters Score -7959826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Entering Unmasked Estep 
Score: -8450311.000000 Penalty: 2666.313477
	Iteration 0F: 2 clusters Score -8450311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -8420627.000000 Penalty: 5332.626953
	Iteration 0F: 3 clusters Score -8420627 nChanged 21558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8432754.000000 Penalty: 5332.626953
	Iteration 1F: 3 clusters Score -8432754 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8433255.000000 Penalty: 5332.626953
	Iteration 2Q: 3 clusters Score -8433255 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -8433688.000000 Penalty: 5332.626953
	Iteration 3Q: 3 clusters Score -8433688 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -8434018.000000 Penalty: 5332.626953
	Iteration 4Q: 3 clusters Score -8434018 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -8434276.000000 Penalty: 5332.626953
	Iteration 5Q: 3 clusters Score -8434276 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8434532.000000 Penalty: 5332.626953
	Iteration 6Q: 3 clusters Score -8434532 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -8434760.000000 Penalty: 5332.626953
	Iteration 7Q: 3 clusters Score -8434760 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -8434957.000000 Penalty: 5332.626953
	Iteration 8Q: 3 clusters Score -8434957 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8435174.000000 Penalty: 5332.626953
	Iteration 9Q: 3 clusters Score -8435174 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -8435362.000000 Penalty: 5332.626953
	Iteration 10Q: 3 clusters Score -8435362 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8435608.000000 Penalty: 5332.626953
	Iteration 11Q: 3 clusters Score -8435608 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -8435868.000000 Penalty: 5332.626953
	Iteration 12Q: 3 clusters Score -8435868 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -8436258.000000 Penalty: 5332.626953
	Iteration 13Q: 3 clusters Score -8436258 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -8436761.000000 Penalty: 5332.626953
	Iteration 14Q: 3 clusters Score -8436761 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -8437380.000000 Penalty: 5332.626953
	Iteration 15Q: 3 clusters Score -8437380 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -8438257.000000 Penalty: 5332.626953
	Iteration 16Q: 3 clusters Score -8438257 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -8439325.000000 Penalty: 5332.626953
	Iteration 17Q: 3 clusters Score -8439325 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -8440562.000000 Penalty: 5332.626953
	Iteration 18Q: 3 clusters Score -8440562 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -8441782.000000 Penalty: 5332.626953
	Iteration 19Q: 3 clusters Score -8441782 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8442867.000000 Penalty: 5332.626953
	Iteration 20F: 3 clusters Score -8442867 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -8443512.000000 Penalty: 5332.626953
	Iteration 21Q: 3 clusters Score -8443512 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -8443932.000000 Penalty: 5332.626953
	Iteration 22Q: 3 clusters Score -8443932 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -8444294.000000 Penalty: 5332.626953
	Iteration 23Q: 3 clusters Score -8444294 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -8444586.000000 Penalty: 5332.626953
	Iteration 24Q: 3 clusters Score -8444586 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -8444895.000000 Penalty: 5332.626953
	Iteration 25Q: 3 clusters Score -8444895 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -8445239.000000 Penalty: 5332.626953
	Iteration 26Q: 3 clusters Score -8445239 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -8445542.000000 Penalty: 5332.626953
	Iteration 27Q: 3 clusters Score -8445542 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -8445837.000000 Penalty: 5332.626953
	Iteration 28Q: 3 clusters Score -8445837 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -8446114.000000 Penalty: 5332.626953
	Iteration 29Q: 3 clusters Score -8446114 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8446356.000000 Penalty: 5332.626953
	Iteration 30Q: 3 clusters Score -8446356 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -8446585.000000 Penalty: 5332.626953
	Iteration 31Q: 3 clusters Score -8446585 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -8446773.000000 Penalty: 5332.626953
	Iteration 32Q: 3 clusters Score -8446773 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8446842.000000 Penalty: 5332.626953
	Iteration 33Q: 3 clusters Score -8446842 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -8446985.000000 Penalty: 5332.626953
	Iteration 34Q: 3 clusters Score -8446985 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8447097.000000 Penalty: 5332.626953
	Iteration 35Q: 3 clusters Score -8447097 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8447205.000000 Penalty: 5332.626953
	Iteration 36Q: 3 clusters Score -8447205 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8447304.000000 Penalty: 5332.626953
	Iteration 37Q: 3 clusters Score -8447304 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8447391.000000 Penalty: 5332.626953
	Iteration 38Q: 3 clusters Score -8447391 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8447480.000000 Penalty: 5332.626953
	Iteration 39Q: 3 clusters Score -8447480 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8447561.000000 Penalty: 5332.626953
	Iteration 40F: 3 clusters Score -8447561 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8447643.000000 Penalty: 5332.626953
	Iteration 41Q: 3 clusters Score -8447643 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8447695.000000 Penalty: 5332.626953
	Iteration 42Q: 3 clusters Score -8447695 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8447747.000000 Penalty: 5332.626953
	Iteration 43Q: 3 clusters Score -8447747 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8447797.000000 Penalty: 5332.626953
	Iteration 44Q: 3 clusters Score -8447797 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8447805.000000 Penalty: 5332.626953
	Iteration 45Q: 3 clusters Score -8447805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8447848.000000 Penalty: 5332.626953
	Iteration 46Q: 3 clusters Score -8447848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8447856.000000 Penalty: 5332.626953
	Iteration 47Q: 3 clusters Score -8447856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8447882.000000 Penalty: 5332.626953
	Iteration 48Q: 3 clusters Score -8447882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8447903.000000 Penalty: 5332.626953
	Iteration 49Q: 3 clusters Score -8447903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8447906.000000 Penalty: 5332.626953
	Iteration 50Q: 3 clusters Score -8447906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8447920.000000 Penalty: 5332.626953
	Iteration 51Q: 3 clusters Score -8447920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8447942.000000 Penalty: 5332.626953
	Iteration 52Q: 3 clusters Score -8447942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8447941.000000 Penalty: 5332.626953
	Iteration 53Q: 3 clusters Score -8447941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8447950.000000 Penalty: 5332.626953
	Iteration 54Q: 3 clusters Score -8447950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8447969.000000 Penalty: 5332.626953
	Iteration 55Q: 3 clusters Score -8447969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8447978.000000 Penalty: 5332.626953
	Iteration 56Q: 3 clusters Score -8447978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8447988.000000 Penalty: 5332.626953
	Iteration 57Q: 3 clusters Score -8447988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8447999.000000 Penalty: 5332.626953
	Iteration 58Q: 3 clusters Score -8447999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8448008.000000 Penalty: 5332.626953
	Iteration 59Q: 3 clusters Score -8448008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8448016.000000 Penalty: 5332.626953
	Iteration 60F: 3 clusters Score -8448016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8448033.000000 Penalty: 5332.626953
	Iteration 61Q: 3 clusters Score -8448033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8448035.000000 Penalty: 5332.626953
	Iteration 62Q: 3 clusters Score -8448035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8448037.000000 Penalty: 5332.626953
	Iteration 63Q: 3 clusters Score -8448037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8448040.000000 Penalty: 5332.626953
	Iteration 64Q: 3 clusters Score -8448040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8448033.000000 Penalty: 5332.626953
	Iteration 65Q: 3 clusters Score -8448033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8448026.000000 Penalty: 5332.626953
	Iteration 66Q: 3 clusters Score -8448026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8448031.000000 Penalty: 5332.626953
	Iteration 67Q: 3 clusters Score -8448031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8448029.000000 Penalty: 5332.626953
	Iteration 68Q: 3 clusters Score -8448029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8448035.000000 Penalty: 5332.626953
	Iteration 69Q: 3 clusters Score -8448035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8448035.000000 Penalty: 5332.626953
	Iteration 70Q: 3 clusters Score -8448035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8448033.000000 Penalty: 5332.626953
	Iteration 71Q: 3 clusters Score -8448033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8448027.000000 Penalty: 5332.626953
	Iteration 72Q: 3 clusters Score -8448027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8448032.000000 Penalty: 5332.626953
	Iteration 73Q: 3 clusters Score -8448032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8448039.000000 Penalty: 5332.626953
	Iteration 74Q: 3 clusters Score -8448039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8448039.000000 Penalty: 5332.626953
	Iteration 75F: 3 clusters Score -8448039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Entering Unmasked Estep 
Score: -2897033.250000 Penalty: 2405.939941
	Iteration 0F: 2 clusters Score -2897033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2885242.250000 Penalty: 4811.879883
	Iteration 0F: 3 clusters Score -2885242 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2889193.250000 Penalty: 4811.879883
	Iteration 1F: 3 clusters Score -2889193 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2889581.500000 Penalty: 4811.879883
	Iteration 2F: 3 clusters Score -2889582 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2889909.000000 Penalty: 4811.879883
	Iteration 3F: 3 clusters Score -2889909 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2890151.500000 Penalty: 4811.879883
	Iteration 4Q: 3 clusters Score -2890152 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2890394.250000 Penalty: 4811.879883
	Iteration 5Q: 3 clusters Score -2890394 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2890614.000000 Penalty: 4811.879883
	Iteration 6Q: 3 clusters Score -2890614 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2890782.500000 Penalty: 4811.879883
	Iteration 7Q: 3 clusters Score -2890782 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2890972.500000 Penalty: 4811.879883
	Iteration 8Q: 3 clusters Score -2890972 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2891161.750000 Penalty: 4811.879883
	Iteration 9Q: 3 clusters Score -2891162 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2891353.500000 Penalty: 4811.879883
	Iteration 10Q: 3 clusters Score -2891354 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2891543.250000 Penalty: 4811.879883
	Iteration 11Q: 3 clusters Score -2891543 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2891743.000000 Penalty: 4811.879883
	Iteration 12Q: 3 clusters Score -2891743 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2891933.250000 Penalty: 4811.879883
	Iteration 13Q: 3 clusters Score -2891933 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2892108.250000 Penalty: 4811.879883
	Iteration 14Q: 3 clusters Score -2892108 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2892308.250000 Penalty: 4811.879883
	Iteration 15Q: 3 clusters Score -2892308 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2892506.250000 Penalty: 4811.879883
	Iteration 16Q: 3 clusters Score -2892506 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2892704.750000 Penalty: 4811.879883
	Iteration 17Q: 3 clusters Score -2892705 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2892969.500000 Penalty: 4811.879883
	Iteration 18Q: 3 clusters Score -2892970 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2893259.250000 Penalty: 4811.879883
	Iteration 19Q: 3 clusters Score -2893259 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2893558.750000 Penalty: 4811.879883
	Iteration 20F: 3 clusters Score -2893559 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2893880.750000 Penalty: 4811.879883
	Iteration 21Q: 3 clusters Score -2893881 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2894182.750000 Penalty: 4811.879883
	Iteration 22Q: 3 clusters Score -2894183 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2894448.250000 Penalty: 4811.879883
	Iteration 23Q: 3 clusters Score -2894448 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2894663.000000 Penalty: 4811.879883
	Iteration 24Q: 3 clusters Score -2894663 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2894808.250000 Penalty: 4811.879883
	Iteration 25Q: 3 clusters Score -2894808 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2894913.500000 Penalty: 4811.879883
	Iteration 26Q: 3 clusters Score -2894914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2894977.250000 Penalty: 4811.879883
	Iteration 27Q: 3 clusters Score -2894977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2895022.000000 Penalty: 4811.879883
	Iteration 28Q: 3 clusters Score -2895022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2895061.500000 Penalty: 4811.879883
	Iteration 29Q: 3 clusters Score -2895062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2895086.250000 Penalty: 4811.879883
	Iteration 30Q: 3 clusters Score -2895086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2895102.250000 Penalty: 4811.879883
	Iteration 31Q: 3 clusters Score -2895102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2895118.000000 Penalty: 4811.879883
	Iteration 32Q: 3 clusters Score -2895118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2895141.500000 Penalty: 4811.879883
	Iteration 33Q: 3 clusters Score -2895142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2895151.250000 Penalty: 4811.879883
	Iteration 34Q: 3 clusters Score -2895151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2895170.500000 Penalty: 4811.879883
	Iteration 35Q: 3 clusters Score -2895170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2895173.500000 Penalty: 4811.879883
	Iteration 36Q: 3 clusters Score -2895174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2895184.000000 Penalty: 4811.879883
	Iteration 37Q: 3 clusters Score -2895184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2895188.500000 Penalty: 4811.879883
	Iteration 38Q: 3 clusters Score -2895188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2895201.000000 Penalty: 4811.879883
	Iteration 39Q: 3 clusters Score -2895201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2895196.750000 Penalty: 4811.879883
	Iteration 40F: 3 clusters Score -2895197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2895208.500000 Penalty: 4811.879883
	Iteration 41Q: 3 clusters Score -2895208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2895213.000000 Penalty: 4811.879883
	Iteration 42Q: 3 clusters Score -2895213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2895210.000000 Penalty: 4811.879883
	Iteration 43Q: 3 clusters Score -2895210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2895210.000000 Penalty: 4811.879883
	Iteration 44F: 3 clusters Score -2895210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -1180867.125000 Penalty: 2186.432617
	Iteration 0F: 2 clusters Score -1180867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1175228.250000 Penalty: 4372.865234
	Iteration 0F: 3 clusters Score -1175228 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1176848.875000 Penalty: 4372.865234
	Iteration 1F: 3 clusters Score -1176849 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1177187.375000 Penalty: 4372.865234
	Iteration 2F: 3 clusters Score -1177187 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1177457.125000 Penalty: 4372.865234
	Iteration 3F: 3 clusters Score -1177457 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1177730.875000 Penalty: 4372.865234
	Iteration 4F: 3 clusters Score -1177731 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1178033.375000 Penalty: 4372.865234
	Iteration 5F: 3 clusters Score -1178033 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1178378.000000 Penalty: 4372.865234
	Iteration 6F: 3 clusters Score -1178378 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1178670.250000 Penalty: 4372.865234
	Iteration 7F: 3 clusters Score -1178670 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1178960.875000 Penalty: 4372.865234
	Iteration 8Q: 3 clusters Score -1178961 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1179183.750000 Penalty: 4372.865234
	Iteration 9Q: 3 clusters Score -1179184 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1179374.375000 Penalty: 4372.865234
	Iteration 10Q: 3 clusters Score -1179374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1179504.875000 Penalty: 4372.865234
	Iteration 11Q: 3 clusters Score -1179505 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1179575.500000 Penalty: 4372.865234
	Iteration 12Q: 3 clusters Score -1179576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1179624.250000 Penalty: 4372.865234
	Iteration 13Q: 3 clusters Score -1179624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1179672.125000 Penalty: 4372.865234
	Iteration 14Q: 3 clusters Score -1179672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1179720.250000 Penalty: 4372.865234
	Iteration 15Q: 3 clusters Score -1179720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1179756.750000 Penalty: 4372.865234
	Iteration 16Q: 3 clusters Score -1179757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1179779.500000 Penalty: 4372.865234
	Iteration 17Q: 3 clusters Score -1179780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1179796.500000 Penalty: 4372.865234
	Iteration 18Q: 3 clusters Score -1179796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1179810.875000 Penalty: 4372.865234
	Iteration 19Q: 3 clusters Score -1179811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1179815.625000 Penalty: 4372.865234
	Iteration 20F: 3 clusters Score -1179816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1179821.500000 Penalty: 4372.865234
	Iteration 21Q: 3 clusters Score -1179822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1179828.125000 Penalty: 4372.865234
	Iteration 22Q: 3 clusters Score -1179828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1179834.000000 Penalty: 4372.865234
	Iteration 23Q: 3 clusters Score -1179834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1179837.375000 Penalty: 4372.865234
	Iteration 24Q: 3 clusters Score -1179837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1179839.250000 Penalty: 4372.865234
	Iteration 25Q: 3 clusters Score -1179839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1179839.125000 Penalty: 4372.865234
	Iteration 26Q: 3 clusters Score -1179839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1179839.625000 Penalty: 4372.865234
	Iteration 27Q: 3 clusters Score -1179840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1179841.375000 Penalty: 4372.865234
	Iteration 28Q: 3 clusters Score -1179841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1179841.375000 Penalty: 4372.865234
	Iteration 29F: 3 clusters Score -1179841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Entering Unmasked Estep 
Score: -6889320.500000 Penalty: 2616.494629
	Iteration 0F: 2 clusters Score -6889320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -6863547.500000 Penalty: 5232.989258
	Iteration 0F: 3 clusters Score -6863548 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -6872830.000000 Penalty: 5232.989258
	Iteration 1F: 3 clusters Score -6872830 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -6873299.500000 Penalty: 5232.989258
	Iteration 2Q: 3 clusters Score -6873300 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -6873698.500000 Penalty: 5232.989258
	Iteration 3Q: 3 clusters Score -6873698 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -6874123.500000 Penalty: 5232.989258
	Iteration 4Q: 3 clusters Score -6874124 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -6874655.000000 Penalty: 5232.989258
	Iteration 5Q: 3 clusters Score -6874655 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -6875432.500000 Penalty: 5232.989258
	Iteration 6Q: 3 clusters Score -6875432 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -6876546.500000 Penalty: 5232.989258
	Iteration 7F: 3 clusters Score -6876546 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -6878119.500000 Penalty: 5232.989258
	Iteration 8F: 3 clusters Score -6878120 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -6880126.500000 Penalty: 5232.989258
	Iteration 9F: 3 clusters Score -6880126 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -6882296.500000 Penalty: 5232.989258
	Iteration 10F: 3 clusters Score -6882296 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6884172.000000 Penalty: 5232.989258
	Iteration 11F: 3 clusters Score -6884172 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -6885502.000000 Penalty: 5232.989258
	Iteration 12Q: 3 clusters Score -6885502 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -6886308.500000 Penalty: 5232.989258
	Iteration 13Q: 3 clusters Score -6886308 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -6886644.500000 Penalty: 5232.989258
	Iteration 14Q: 3 clusters Score -6886644 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -6886810.000000 Penalty: 5232.989258
	Iteration 15Q: 3 clusters Score -6886810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -6886884.500000 Penalty: 5232.989258
	Iteration 16Q: 3 clusters Score -6886884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6886950.000000 Penalty: 5232.989258
	Iteration 17Q: 3 clusters Score -6886950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -6886982.500000 Penalty: 5232.989258
	Iteration 18Q: 3 clusters Score -6886982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -6887003.500000 Penalty: 5232.989258
	Iteration 19Q: 3 clusters Score -6887004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -6887025.000000 Penalty: 5232.989258
	Iteration 20F: 3 clusters Score -6887025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -6887038.000000 Penalty: 5232.989258
	Iteration 21Q: 3 clusters Score -6887038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -6887043.500000 Penalty: 5232.989258
	Iteration 22Q: 3 clusters Score -6887044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -6887044.000000 Penalty: 5232.989258
	Iteration 23Q: 3 clusters Score -6887044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -6887043.000000 Penalty: 5232.989258
	Iteration 24Q: 3 clusters Score -6887043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -6887043.000000 Penalty: 5232.989258
	Iteration 25F: 3 clusters Score -6887043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Entering Unmasked Estep 
Score: -1472913.500000 Penalty: 2238.014404
	Iteration 0F: 2 clusters Score -1472914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1466253.875000 Penalty: 4476.028809
	Iteration 0F: 3 clusters Score -1466254 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1468052.875000 Penalty: 4476.028809
	Iteration 1F: 3 clusters Score -1468053 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1468347.875000 Penalty: 4476.028809
	Iteration 2F: 3 clusters Score -1468348 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1468564.125000 Penalty: 4476.028809
	Iteration 3F: 3 clusters Score -1468564 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1468740.000000 Penalty: 4476.028809
	Iteration 4Q: 3 clusters Score -1468740 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1468882.500000 Penalty: 4476.028809
	Iteration 5Q: 3 clusters Score -1468882 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1469008.750000 Penalty: 4476.028809
	Iteration 6Q: 3 clusters Score -1469009 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1469142.125000 Penalty: 4476.028809
	Iteration 7Q: 3 clusters Score -1469142 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1469293.250000 Penalty: 4476.028809
	Iteration 8Q: 3 clusters Score -1469293 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1469461.000000 Penalty: 4476.028809
	Iteration 9Q: 3 clusters Score -1469461 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1469652.250000 Penalty: 4476.028809
	Iteration 10Q: 3 clusters Score -1469652 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1469850.250000 Penalty: 4476.028809
	Iteration 11Q: 3 clusters Score -1469850 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1470051.625000 Penalty: 4476.028809
	Iteration 12Q: 3 clusters Score -1470052 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1470234.375000 Penalty: 4476.028809
	Iteration 13Q: 3 clusters Score -1470234 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1470393.750000 Penalty: 4476.028809
	Iteration 14Q: 3 clusters Score -1470394 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1470517.375000 Penalty: 4476.028809
	Iteration 15Q: 3 clusters Score -1470517 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1470616.250000 Penalty: 4476.028809
	Iteration 16Q: 3 clusters Score -1470616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1470697.500000 Penalty: 4476.028809
	Iteration 17Q: 3 clusters Score -1470698 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1470772.000000 Penalty: 4476.028809
	Iteration 18Q: 3 clusters Score -1470772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1470813.125000 Penalty: 4476.028809
	Iteration 19Q: 3 clusters Score -1470813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1470849.250000 Penalty: 4476.028809
	Iteration 20F: 3 clusters Score -1470849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1470880.375000 Penalty: 4476.028809
	Iteration 21Q: 3 clusters Score -1470880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1470914.375000 Penalty: 4476.028809
	Iteration 22Q: 3 clusters Score -1470914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1470948.625000 Penalty: 4476.028809
	Iteration 23Q: 3 clusters Score -1470949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1470985.375000 Penalty: 4476.028809
	Iteration 24Q: 3 clusters Score -1470985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1471012.000000 Penalty: 4476.028809
	Iteration 25Q: 3 clusters Score -1471012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1471038.000000 Penalty: 4476.028809
	Iteration 26Q: 3 clusters Score -1471038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1471060.625000 Penalty: 4476.028809
	Iteration 27Q: 3 clusters Score -1471061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1471071.625000 Penalty: 4476.028809
	Iteration 28Q: 3 clusters Score -1471072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1471082.000000 Penalty: 4476.028809
	Iteration 29Q: 3 clusters Score -1471082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1471090.125000 Penalty: 4476.028809
	Iteration 30Q: 3 clusters Score -1471090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1471092.625000 Penalty: 4476.028809
	Iteration 31Q: 3 clusters Score -1471093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1471092.375000 Penalty: 4476.028809
	Iteration 32Q: 3 clusters Score -1471092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1471099.375000 Penalty: 4476.028809
	Iteration 33Q: 3 clusters Score -1471099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1471104.250000 Penalty: 4476.028809
	Iteration 34Q: 3 clusters Score -1471104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1471111.125000 Penalty: 4476.028809
	Iteration 35Q: 3 clusters Score -1471111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1471113.625000 Penalty: 4476.028809
	Iteration 36Q: 3 clusters Score -1471114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1471115.000000 Penalty: 4476.028809
	Iteration 37Q: 3 clusters Score -1471115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1471119.375000 Penalty: 4476.028809
	Iteration 38Q: 3 clusters Score -1471119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1471120.500000 Penalty: 4476.028809
	Iteration 39Q: 3 clusters Score -1471120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1471119.000000 Penalty: 4476.028809
	Iteration 40F: 3 clusters Score -1471119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1471121.500000 Penalty: 4476.028809
	Iteration 41Q: 3 clusters Score -1471122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1471120.875000 Penalty: 4476.028809
	Iteration 42Q: 3 clusters Score -1471121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1471123.375000 Penalty: 4476.028809
	Iteration 43Q: 3 clusters Score -1471123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1471123.000000 Penalty: 4476.028809
	Iteration 44Q: 3 clusters Score -1471123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1471124.250000 Penalty: 4476.028809
	Iteration 45Q: 3 clusters Score -1471124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1471127.375000 Penalty: 4476.028809
	Iteration 46Q: 3 clusters Score -1471127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1471128.625000 Penalty: 4476.028809
	Iteration 47Q: 3 clusters Score -1471129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1471128.625000 Penalty: 4476.028809
	Iteration 48F: 3 clusters Score -1471129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Entering Unmasked Estep 
Score: -2385828.500000 Penalty: 2359.635254
	Iteration 0F: 2 clusters Score -2385828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2375912.750000 Penalty: 4719.270508
	Iteration 0F: 3 clusters Score -2375913 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2378950.250000 Penalty: 4719.270508
	Iteration 1F: 3 clusters Score -2378950 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2379430.500000 Penalty: 4719.270508
	Iteration 2F: 3 clusters Score -2379430 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2379952.500000 Penalty: 4719.270508
	Iteration 3F: 3 clusters Score -2379952 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2380589.500000 Penalty: 4719.270508
	Iteration 4F: 3 clusters Score -2380590 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2381344.750000 Penalty: 4719.270508
	Iteration 5F: 3 clusters Score -2381345 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2382173.500000 Penalty: 4719.270508
	Iteration 6F: 3 clusters Score -2382174 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2383030.750000 Penalty: 4719.270508
	Iteration 7F: 3 clusters Score -2383031 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2383790.250000 Penalty: 4719.270508
	Iteration 8F: 3 clusters Score -2383790 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2384369.500000 Penalty: 4719.270508
	Iteration 9F: 3 clusters Score -2384370 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2384752.500000 Penalty: 4719.270508
	Iteration 10Q: 3 clusters Score -2384752 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2385003.000000 Penalty: 4719.270508
	Iteration 11Q: 3 clusters Score -2385003 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2385129.500000 Penalty: 4719.270508
	Iteration 12Q: 3 clusters Score -2385130 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2385220.250000 Penalty: 4719.270508
	Iteration 13Q: 3 clusters Score -2385220 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2385285.250000 Penalty: 4719.270508
	Iteration 14Q: 3 clusters Score -2385285 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2385338.500000 Penalty: 4719.270508
	Iteration 15Q: 3 clusters Score -2385338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2385363.750000 Penalty: 4719.270508
	Iteration 16Q: 3 clusters Score -2385364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2385391.500000 Penalty: 4719.270508
	Iteration 17Q: 3 clusters Score -2385392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2385413.000000 Penalty: 4719.270508
	Iteration 18Q: 3 clusters Score -2385413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2385428.750000 Penalty: 4719.270508
	Iteration 19Q: 3 clusters Score -2385429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2385444.500000 Penalty: 4719.270508
	Iteration 20F: 3 clusters Score -2385444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2385453.500000 Penalty: 4719.270508
	Iteration 21Q: 3 clusters Score -2385454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2385460.250000 Penalty: 4719.270508
	Iteration 22Q: 3 clusters Score -2385460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2385462.500000 Penalty: 4719.270508
	Iteration 23Q: 3 clusters Score -2385462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2385461.250000 Penalty: 4719.270508
	Iteration 24Q: 3 clusters Score -2385461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2385466.000000 Penalty: 4719.270508
	Iteration 25Q: 3 clusters Score -2385466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2385467.250000 Penalty: 4719.270508
	Iteration 26Q: 3 clusters Score -2385467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2385468.750000 Penalty: 4719.270508
	Iteration 27Q: 3 clusters Score -2385469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2385469.250000 Penalty: 4719.270508
	Iteration 28Q: 3 clusters Score -2385469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2385472.500000 Penalty: 4719.270508
	Iteration 29Q: 3 clusters Score -2385472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2385470.000000 Penalty: 4719.270508
	Iteration 30Q: 3 clusters Score -2385470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2385467.500000 Penalty: 4719.270508
	Iteration 31Q: 3 clusters Score -2385468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2385472.750000 Penalty: 4719.270508
	Iteration 32Q: 3 clusters Score -2385473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2385475.000000 Penalty: 4719.270508
	Iteration 33Q: 3 clusters Score -2385475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2385478.500000 Penalty: 4719.270508
	Iteration 34Q: 3 clusters Score -2385478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2385477.000000 Penalty: 4719.270508
	Iteration 35Q: 3 clusters Score -2385477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2385478.500000 Penalty: 4719.270508
	Iteration 36Q: 3 clusters Score -2385478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2385476.750000 Penalty: 4719.270508
	Iteration 37Q: 3 clusters Score -2385477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2385480.250000 Penalty: 4719.270508
	Iteration 38Q: 3 clusters Score -2385480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2385479.250000 Penalty: 4719.270508
	Iteration 39Q: 3 clusters Score -2385479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2385479.000000 Penalty: 4719.270508
	Iteration 40F: 3 clusters Score -2385479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2385479.250000 Penalty: 4719.270508
	Iteration 41Q: 3 clusters Score -2385479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2385479.250000 Penalty: 4719.270508
	Iteration 42F: 3 clusters Score -2385479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -267575.000000 Penalty: 1847.331177
	Iteration 0F: 2 clusters Score -267575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -265191.218750 Penalty: 3694.662354
	Iteration 0F: 3 clusters Score -265191.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -265799.343750 Penalty: 3694.662354
	Iteration 1F: 3 clusters Score -265799.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -266095.468750 Penalty: 3694.662354
	Iteration 2F: 3 clusters Score -266095.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -266401.656250 Penalty: 3694.662354
	Iteration 3F: 3 clusters Score -266401.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -266584.031250 Penalty: 3694.662354
	Iteration 4F: 3 clusters Score -266584 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -266770.781250 Penalty: 3694.662354
	Iteration 5F: 3 clusters Score -266770.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -266935.812500 Penalty: 3694.662354
	Iteration 6Q: 3 clusters Score -266935.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -267121.625000 Penalty: 3694.662354
	Iteration 7Q: 3 clusters Score -267121.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -267284.406250 Penalty: 3694.662354
	Iteration 8Q: 3 clusters Score -267284.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -267385.531250 Penalty: 3694.662354
	Iteration 9Q: 3 clusters Score -267385.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -267470.250000 Penalty: 3694.662354
	Iteration 10Q: 3 clusters Score -267470.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -267536.687500 Penalty: 3694.662354
	Iteration 11Q: 3 clusters Score -267536.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -267590.500000 Penalty: 3694.662354
	Iteration 12Q: 3 clusters Score -267590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -267618.406250 Penalty: 3694.662354
	Iteration 13Q: 3 clusters Score -267618.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -267648.031250 Penalty: 3694.662354
	Iteration 14Q: 3 clusters Score -267648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -267669.500000 Penalty: 3694.662354
	Iteration 15Q: 3 clusters Score -267669.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -267690.218750 Penalty: 3694.662354
	Iteration 16Q: 3 clusters Score -267690.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -267724.937500 Penalty: 3694.662354
	Iteration 17Q: 3 clusters Score -267724.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -267764.500000 Penalty: 3694.662354
	Iteration 18Q: 3 clusters Score -267764.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -267785.156250 Penalty: 3694.662354
	Iteration 19Q: 3 clusters Score -267785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -267797.593750 Penalty: 3694.662354
	Iteration 20F: 3 clusters Score -267797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267804.187500 Penalty: 3694.662354
	Iteration 21Q: 3 clusters Score -267804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -267807.718750 Penalty: 3694.662354
	Iteration 22Q: 3 clusters Score -267807.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267817.281250 Penalty: 3694.662354
	Iteration 23Q: 3 clusters Score -267817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267827.750000 Penalty: 3694.662354
	Iteration 24Q: 3 clusters Score -267827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -267833.281250 Penalty: 3694.662354
	Iteration 25Q: 3 clusters Score -267833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -267835.656250 Penalty: 3694.662354
	Iteration 26Q: 3 clusters Score -267835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -267838.812500 Penalty: 3694.662354
	Iteration 27Q: 3 clusters Score -267838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267839.312500 Penalty: 3694.662354
	Iteration 28Q: 3 clusters Score -267839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -267840.562500 Penalty: 3694.662354
	Iteration 29Q: 3 clusters Score -267840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -267840.875000 Penalty: 3694.662354
	Iteration 30Q: 3 clusters Score -267840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -267840.875000 Penalty: 3694.662354
	Iteration 31F: 3 clusters Score -267840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 46411 members 
Mstep: Class 3 contains 43212 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 34761 members 
Mstep: Class 7 contains 51918 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 42075 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 43641 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 43656 members 
Mstep: Class 19 contains 46689 members 
Mstep: Class 20 contains 16340 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 33895 members 
Mstep: Class 27 contains 47955 members 
Mstep: Class 28 contains 10250 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44035 members 
Mstep: Class 32 contains 49394 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 53567 members 
Mstep: Class 35 contains 41487 members 
Mstep: Class 36 contains 40390 members 
Mstep: Class 37 contains 39812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46350 members 
Mstep: Class 40 contains 622 members 
Mstep: Class 41 contains 1001 members 
Entering Unmasked Estep 
Score: -196408192.000000 Penalty: 141646.312500
Splitting cluster 25 changes total score from -196409504.000000 to -196408192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (33895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Entering Unmasked Estep 
Score: -6131979.000000 Penalty: 2586.893555
	Iteration 0F: 2 clusters Score -6131979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6109035.000000 Penalty: 5173.787109
	Iteration 0F: 3 clusters Score -6109035 nChanged 15328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -6117240.500000 Penalty: 5173.787109
	Iteration 1F: 3 clusters Score -6117240 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6117647.500000 Penalty: 5173.787109
	Iteration 2Q: 3 clusters Score -6117648 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -6117992.500000 Penalty: 5173.787109
	Iteration 3Q: 3 clusters Score -6117992 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -6118397.000000 Penalty: 5173.787109
	Iteration 4Q: 3 clusters Score -6118397 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -6118872.000000 Penalty: 5173.787109
	Iteration 5Q: 3 clusters Score -6118872 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -6119610.000000 Penalty: 5173.787109
	Iteration 6Q: 3 clusters Score -6119610 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -6120770.000000 Penalty: 5173.787109
	Iteration 7F: 3 clusters Score -6120770 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -6122527.000000 Penalty: 5173.787109
	Iteration 8F: 3 clusters Score -6122527 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -6124695.000000 Penalty: 5173.787109
	Iteration 9F: 3 clusters Score -6124695 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6126876.500000 Penalty: 5173.787109
	Iteration 10F: 3 clusters Score -6126876 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6128411.000000 Penalty: 5173.787109
	Iteration 11Q: 3 clusters Score -6128411 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6129145.500000 Penalty: 5173.787109
	Iteration 12Q: 3 clusters Score -6129146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6129455.500000 Penalty: 5173.787109
	Iteration 13Q: 3 clusters Score -6129456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6129582.500000 Penalty: 5173.787109
	Iteration 14Q: 3 clusters Score -6129582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6129650.500000 Penalty: 5173.787109
	Iteration 15Q: 3 clusters Score -6129650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6129703.500000 Penalty: 5173.787109
	Iteration 16Q: 3 clusters Score -6129704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6129732.000000 Penalty: 5173.787109
	Iteration 17Q: 3 clusters Score -6129732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6129745.500000 Penalty: 5173.787109
	Iteration 18Q: 3 clusters Score -6129746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6129753.500000 Penalty: 5173.787109
	Iteration 19Q: 3 clusters Score -6129754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6129752.000000 Penalty: 5173.787109
	Iteration 20F: 3 clusters Score -6129752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6129757.500000 Penalty: 5173.787109
	Iteration 21Q: 3 clusters Score -6129758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6129768.000000 Penalty: 5173.787109
	Iteration 22Q: 3 clusters Score -6129768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6129765.500000 Penalty: 5173.787109
	Iteration 23Q: 3 clusters Score -6129766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6129764.500000 Penalty: 5173.787109
	Iteration 24Q: 3 clusters Score -6129764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6129764.500000 Penalty: 5173.787109
	Iteration 25F: 3 clusters Score -6129764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Entering Unmasked Estep 
Score: -8674687.000000 Penalty: 2672.948486
	Iteration 0F: 2 clusters Score -8674687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -8643798.000000 Penalty: 5345.896973
	Iteration 0F: 3 clusters Score -8643798 nChanged 22179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -8656221.000000 Penalty: 5345.896973
	Iteration 1F: 3 clusters Score -8656221 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -8657106.000000 Penalty: 5345.896973
	Iteration 2Q: 3 clusters Score -8657106 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -8658193.000000 Penalty: 5345.896973
	Iteration 3F: 3 clusters Score -8658193 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -8659827.000000 Penalty: 5345.896973
	Iteration 4F: 3 clusters Score -8659827 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -8662181.000000 Penalty: 5345.896973
	Iteration 5F: 3 clusters Score -8662181 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -8665038.000000 Penalty: 5345.896973
	Iteration 6F: 3 clusters Score -8665038 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -8668021.000000 Penalty: 5345.896973
	Iteration 7F: 3 clusters Score -8668021 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8670384.000000 Penalty: 5345.896973
	Iteration 8F: 3 clusters Score -8670384 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8671611.000000 Penalty: 5345.896973
	Iteration 9Q: 3 clusters Score -8671611 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8672112.000000 Penalty: 5345.896973
	Iteration 10Q: 3 clusters Score -8672112 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8672312.000000 Penalty: 5345.896973
	Iteration 11Q: 3 clusters Score -8672312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8672379.000000 Penalty: 5345.896973
	Iteration 12Q: 3 clusters Score -8672379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8672415.000000 Penalty: 5345.896973
	Iteration 13Q: 3 clusters Score -8672415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8672450.000000 Penalty: 5345.896973
	Iteration 14Q: 3 clusters Score -8672450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8672473.000000 Penalty: 5345.896973
	Iteration 15Q: 3 clusters Score -8672473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8672481.000000 Penalty: 5345.896973
	Iteration 16Q: 3 clusters Score -8672481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8672498.000000 Penalty: 5345.896973
	Iteration 17Q: 3 clusters Score -8672498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8672507.000000 Penalty: 5345.896973
	Iteration 18Q: 3 clusters Score -8672507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8672512.000000 Penalty: 5345.896973
	Iteration 19Q: 3 clusters Score -8672512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8672531.000000 Penalty: 5345.896973
	Iteration 20F: 3 clusters Score -8672531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8672540.000000 Penalty: 5345.896973
	Iteration 21Q: 3 clusters Score -8672540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8672545.000000 Penalty: 5345.896973
	Iteration 22Q: 3 clusters Score -8672545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8672540.000000 Penalty: 5345.896973
	Iteration 23Q: 3 clusters Score -8672540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8672543.000000 Penalty: 5345.896973
	Iteration 24Q: 3 clusters Score -8672543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8672547.000000 Penalty: 5345.896973
	Iteration 25Q: 3 clusters Score -8672547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8672549.000000 Penalty: 5345.896973
	Iteration 26Q: 3 clusters Score -8672549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8672549.000000 Penalty: 5345.896973
	Iteration 27Q: 3 clusters Score -8672549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8672549.000000 Penalty: 5345.896973
	Iteration 28F: 3 clusters Score -8672549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -1821540.500000 Penalty: 2290.288086
	Iteration 0F: 2 clusters Score -1821540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1813715.250000 Penalty: 4580.576172
	Iteration 0F: 3 clusters Score -1813715 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1815907.625000 Penalty: 4580.576172
	Iteration 1F: 3 clusters Score -1815908 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1816256.625000 Penalty: 4580.576172
	Iteration 2F: 3 clusters Score -1816257 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1816518.000000 Penalty: 4580.576172
	Iteration 3F: 3 clusters Score -1816518 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1816712.500000 Penalty: 4580.576172
	Iteration 4Q: 3 clusters Score -1816712 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1816891.125000 Penalty: 4580.576172
	Iteration 5Q: 3 clusters Score -1816891 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1817074.375000 Penalty: 4580.576172
	Iteration 6Q: 3 clusters Score -1817074 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1817254.125000 Penalty: 4580.576172
	Iteration 7Q: 3 clusters Score -1817254 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1817448.750000 Penalty: 4580.576172
	Iteration 8Q: 3 clusters Score -1817449 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1817682.750000 Penalty: 4580.576172
	Iteration 9Q: 3 clusters Score -1817683 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1817997.750000 Penalty: 4580.576172
	Iteration 10Q: 3 clusters Score -1817998 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1818350.375000 Penalty: 4580.576172
	Iteration 11Q: 3 clusters Score -1818350 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1818668.375000 Penalty: 4580.576172
	Iteration 12Q: 3 clusters Score -1818668 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1818955.250000 Penalty: 4580.576172
	Iteration 13Q: 3 clusters Score -1818955 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1819150.625000 Penalty: 4580.576172
	Iteration 14Q: 3 clusters Score -1819151 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1819282.375000 Penalty: 4580.576172
	Iteration 15Q: 3 clusters Score -1819282 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1819386.625000 Penalty: 4580.576172
	Iteration 16Q: 3 clusters Score -1819387 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1819478.000000 Penalty: 4580.576172
	Iteration 17Q: 3 clusters Score -1819478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1819555.000000 Penalty: 4580.576172
	Iteration 18Q: 3 clusters Score -1819555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1819622.250000 Penalty: 4580.576172
	Iteration 19Q: 3 clusters Score -1819622 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1819656.750000 Penalty: 4580.576172
	Iteration 20F: 3 clusters Score -1819657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1819692.500000 Penalty: 4580.576172
	Iteration 21Q: 3 clusters Score -1819692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1819715.125000 Penalty: 4580.576172
	Iteration 22Q: 3 clusters Score -1819715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1819719.500000 Penalty: 4580.576172
	Iteration 23Q: 3 clusters Score -1819720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1819724.250000 Penalty: 4580.576172
	Iteration 24Q: 3 clusters Score -1819724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1819735.875000 Penalty: 4580.576172
	Iteration 25Q: 3 clusters Score -1819736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1819746.250000 Penalty: 4580.576172
	Iteration 26Q: 3 clusters Score -1819746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1819761.875000 Penalty: 4580.576172
	Iteration 27Q: 3 clusters Score -1819762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1819763.500000 Penalty: 4580.576172
	Iteration 28Q: 3 clusters Score -1819764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1819764.000000 Penalty: 4580.576172
	Iteration 29Q: 3 clusters Score -1819764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1819765.250000 Penalty: 4580.576172
	Iteration 30Q: 3 clusters Score -1819765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1819771.500000 Penalty: 4580.576172
	Iteration 31Q: 3 clusters Score -1819772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1819770.625000 Penalty: 4580.576172
	Iteration 32Q: 3 clusters Score -1819771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1819772.125000 Penalty: 4580.576172
	Iteration 33Q: 3 clusters Score -1819772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1819772.625000 Penalty: 4580.576172
	Iteration 34Q: 3 clusters Score -1819773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1819773.000000 Penalty: 4580.576172
	Iteration 35Q: 3 clusters Score -1819773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1819778.750000 Penalty: 4580.576172
	Iteration 36Q: 3 clusters Score -1819779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1819778.750000 Penalty: 4580.576172
	Iteration 37Q: 3 clusters Score -1819779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1819777.250000 Penalty: 4580.576172
	Iteration 38Q: 3 clusters Score -1819777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1819778.625000 Penalty: 4580.576172
	Iteration 39Q: 3 clusters Score -1819779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1819781.000000 Penalty: 4580.576172
	Iteration 40F: 3 clusters Score -1819781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1819778.125000 Penalty: 4580.576172
	Iteration 41Q: 3 clusters Score -1819778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1819783.000000 Penalty: 4580.576172
	Iteration 42Q: 3 clusters Score -1819783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1819785.500000 Penalty: 4580.576172
	Iteration 43Q: 3 clusters Score -1819786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1819784.375000 Penalty: 4580.576172
	Iteration 44Q: 3 clusters Score -1819784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1819787.125000 Penalty: 4580.576172
	Iteration 45Q: 3 clusters Score -1819787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1819786.500000 Penalty: 4580.576172
	Iteration 46Q: 3 clusters Score -1819786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1819787.125000 Penalty: 4580.576172
	Iteration 47Q: 3 clusters Score -1819787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1819788.500000 Penalty: 4580.576172
	Iteration 48Q: 3 clusters Score -1819788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1819785.125000 Penalty: 4580.576172
	Iteration 49Q: 3 clusters Score -1819785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1819786.500000 Penalty: 4580.576172
	Iteration 50Q: 3 clusters Score -1819786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1819787.750000 Penalty: 4580.576172
	Iteration 51Q: 3 clusters Score -1819788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1819787.750000 Penalty: 4580.576172
	Iteration 52F: 3 clusters Score -1819788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -106184.007812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -106184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104467.828125 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -104467.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104891.195312 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -104891.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105096.773438 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -105096.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105215.132812 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -105215.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105335.078125 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -105335.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105429.125000 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -105429.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105540.367188 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -105540.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105663.507812 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -105663.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105725.023438 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -105725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105777.023438 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -105777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105792.335938 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -105792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105806.015625 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -105806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105807.484375 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -105807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105807.500000 Penalty: 3322.340820
	Iteration 13F: 3 clusters Score -105807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105818.500000 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -105818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105849.117188 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -105849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105912.351562 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -105912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105944.406250 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -105944.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105975.242188 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -105975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105998.164062 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -105998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106030.664062 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -106030.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -106078.093750 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -106078.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106102.890625 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -106102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106111.273438 Penalty: 3322.340820
	Iteration 23Q: 3 clusters Score -106111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106119.648438 Penalty: 3322.340820
	Iteration 24Q: 3 clusters Score -106119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106144.007812 Penalty: 3322.340820
	Iteration 25Q: 3 clusters Score -106144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106156.109375 Penalty: 3322.340820
	Iteration 26Q: 3 clusters Score -106156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106168.617188 Penalty: 3322.340820
	Iteration 27Q: 3 clusters Score -106168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106227.531250 Penalty: 3322.340820
	Iteration 28Q: 3 clusters Score -106227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -106270.562500 Penalty: 3322.340820
	Iteration 29Q: 3 clusters Score -106270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106281.226562 Penalty: 3322.340820
	Iteration 30Q: 3 clusters Score -106281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106286.703125 Penalty: 3322.340820
	Iteration 31Q: 3 clusters Score -106286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106290.937500 Penalty: 3322.340820
	Iteration 32Q: 3 clusters Score -106290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106293.125000 Penalty: 3322.340820
	Iteration 33Q: 3 clusters Score -106293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106295.484375 Penalty: 3322.340820
	Iteration 34Q: 3 clusters Score -106295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106297.062500 Penalty: 3322.340820
	Iteration 35Q: 3 clusters Score -106297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106298.718750 Penalty: 3322.340820
	Iteration 36Q: 3 clusters Score -106298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106302.492188 Penalty: 3322.340820
	Iteration 37Q: 3 clusters Score -106302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106303.093750 Penalty: 3322.340820
	Iteration 38Q: 3 clusters Score -106303.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106303.234375 Penalty: 3322.340820
	Iteration 39F: 3 clusters Score -106303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106312.148438 Penalty: 3322.340820
	Iteration 40F: 3 clusters Score -106312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106323.335938 Penalty: 3322.340820
	Iteration 41Q: 3 clusters Score -106323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106328.007812 Penalty: 3322.340820
	Iteration 42Q: 3 clusters Score -106328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106329.023438 Penalty: 3322.340820
	Iteration 43Q: 3 clusters Score -106329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106330.015625 Penalty: 3322.340820
	Iteration 44Q: 3 clusters Score -106330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106332.976562 Penalty: 3322.340820
	Iteration 45Q: 3 clusters Score -106333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106335.375000 Penalty: 3322.340820
	Iteration 46Q: 3 clusters Score -106335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106344.375000 Penalty: 3322.340820
	Iteration 47Q: 3 clusters Score -106344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106346.015625 Penalty: 3322.340820
	Iteration 48Q: 3 clusters Score -106346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106347.085938 Penalty: 3322.340820
	Iteration 49Q: 3 clusters Score -106347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106349.585938 Penalty: 3322.340820
	Iteration 50Q: 3 clusters Score -106349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106349.585938 Penalty: 3322.340820
	Iteration 51F: 3 clusters Score -106349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 46411 members 
Mstep: Class 3 contains 43212 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 34761 members 
Mstep: Class 7 contains 51918 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 42075 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 43641 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 43656 members 
Mstep: Class 19 contains 46689 members 
Mstep: Class 20 contains 16340 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33895 members 
Mstep: Class 27 contains 47955 members 
Mstep: Class 28 contains 10250 members 
Mstep: Class 29 contains 384 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44035 members 
Mstep: Class 32 contains 49394 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 53567 members 
Mstep: Class 35 contains 41487 members 
Mstep: Class 36 contains 40390 members 
Mstep: Class 37 contains 39812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46350 members 
Mstep: Class 40 contains 622 members 
Mstep: Class 41 contains 427 members 
Entering Unmasked Estep 
Score: -196407888.000000 Penalty: 141646.312500
Splitting cluster 29 changes total score from -196409504.000000 to -196407888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -263078.812500 Penalty: 1824.990112
	Iteration 0F: 2 clusters Score -263078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -260806.453125 Penalty: 3649.980225
	Iteration 0F: 3 clusters Score -260806.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -261511.015625 Penalty: 3649.980225
	Iteration 1F: 3 clusters Score -261511 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -261747.765625 Penalty: 3649.980225
	Iteration 2F: 3 clusters Score -261747.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -261903.515625 Penalty: 3649.980225
	Iteration 3F: 3 clusters Score -261903.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -262051.421875 Penalty: 3649.980225
	Iteration 4F: 3 clusters Score -262051.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -262185.062500 Penalty: 3649.980225
	Iteration 5Q: 3 clusters Score -262185.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -262303.125000 Penalty: 3649.980225
	Iteration 6Q: 3 clusters Score -262303.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -262435.031250 Penalty: 3649.980225
	Iteration 7Q: 3 clusters Score -262435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -262515.281250 Penalty: 3649.980225
	Iteration 8Q: 3 clusters Score -262515.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -262578.000000 Penalty: 3649.980225
	Iteration 9Q: 3 clusters Score -262578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -262765.343750 Penalty: 3649.980225
	Iteration 10Q: 3 clusters Score -262765.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -262904.968750 Penalty: 3649.980225
	Iteration 11Q: 3 clusters Score -262905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -263013.093750 Penalty: 3649.980225
	Iteration 12Q: 3 clusters Score -263013.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -263107.468750 Penalty: 3649.980225
	Iteration 13Q: 3 clusters Score -263107.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -263150.125000 Penalty: 3649.980225
	Iteration 14Q: 3 clusters Score -263150.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -263203.187500 Penalty: 3649.980225
	Iteration 15Q: 3 clusters Score -263203.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -263260.437500 Penalty: 3649.980225
	Iteration 16Q: 3 clusters Score -263260.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -263306.031250 Penalty: 3649.980225
	Iteration 17Q: 3 clusters Score -263306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -263339.781250 Penalty: 3649.980225
	Iteration 18Q: 3 clusters Score -263339.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -263367.218750 Penalty: 3649.980225
	Iteration 19Q: 3 clusters Score -263367.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -263401.312500 Penalty: 3649.980225
	Iteration 20F: 3 clusters Score -263401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -263437.281250 Penalty: 3649.980225
	Iteration 21Q: 3 clusters Score -263437.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -263463.843750 Penalty: 3649.980225
	Iteration 22Q: 3 clusters Score -263463.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -263495.468750 Penalty: 3649.980225
	Iteration 23Q: 3 clusters Score -263495.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -263511.968750 Penalty: 3649.980225
	Iteration 24Q: 3 clusters Score -263512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -263524.968750 Penalty: 3649.980225
	Iteration 25Q: 3 clusters Score -263525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -263536.875000 Penalty: 3649.980225
	Iteration 26Q: 3 clusters Score -263536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -263539.875000 Penalty: 3649.980225
	Iteration 27Q: 3 clusters Score -263539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -263540.875000 Penalty: 3649.980225
	Iteration 28Q: 3 clusters Score -263540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -263544.031250 Penalty: 3649.980225
	Iteration 29Q: 3 clusters Score -263544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -263545.468750 Penalty: 3649.980225
	Iteration 30Q: 3 clusters Score -263545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -263547.593750 Penalty: 3649.980225
	Iteration 31Q: 3 clusters Score -263547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -263550.343750 Penalty: 3649.980225
	Iteration 32Q: 3 clusters Score -263550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -263553.937500 Penalty: 3649.980225
	Iteration 33Q: 3 clusters Score -263553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -263561.656250 Penalty: 3649.980225
	Iteration 34Q: 3 clusters Score -263561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -263569.500000 Penalty: 3649.980225
	Iteration 35Q: 3 clusters Score -263569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -263575.531250 Penalty: 3649.980225
	Iteration 36Q: 3 clusters Score -263575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -263580.562500 Penalty: 3649.980225
	Iteration 37Q: 3 clusters Score -263580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -263582.781250 Penalty: 3649.980225
	Iteration 38Q: 3 clusters Score -263582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -263584.000000 Penalty: 3649.980225
	Iteration 39Q: 3 clusters Score -263584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -263587.187500 Penalty: 3649.980225
	Iteration 40F: 3 clusters Score -263587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -263587.843750 Penalty: 3649.980225
	Iteration 41Q: 3 clusters Score -263587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -263587.843750 Penalty: 3649.980225
	Iteration 42F: 3 clusters Score -263587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 46411 members 
Mstep: Class 3 contains 43212 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 34761 members 
Mstep: Class 7 contains 51918 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 42075 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 43641 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 43656 members 
Mstep: Class 19 contains 46689 members 
Mstep: Class 20 contains 16340 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33895 members 
Mstep: Class 27 contains 47955 members 
Mstep: Class 28 contains 10250 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1027 members 
Mstep: Class 31 contains 44035 members 
Mstep: Class 32 contains 49394 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 53567 members 
Mstep: Class 35 contains 41487 members 
Mstep: Class 36 contains 40390 members 
Mstep: Class 37 contains 39812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46350 members 
Mstep: Class 40 contains 622 members 
Mstep: Class 41 contains 543 members 
Entering Unmasked Estep 
Score: -196408624.000000 Penalty: 141646.312500
Splitting cluster 30 changes total score from -196409504.000000 to -196408624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (44035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Entering Unmasked Estep 
Score: -7836929.000000 Penalty: 2651.799561
	Iteration 0F: 2 clusters Score -7836929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -7807739.500000 Penalty: 5303.599121
	Iteration 0F: 3 clusters Score -7807740 nChanged 20225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -7819184.500000 Penalty: 5303.599121
	Iteration 1F: 3 clusters Score -7819184 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -7820041.500000 Penalty: 5303.599121
	Iteration 2Q: 3 clusters Score -7820042 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -7820982.000000 Penalty: 5303.599121
	Iteration 3Q: 3 clusters Score -7820982 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -7822225.500000 Penalty: 5303.599121
	Iteration 4F: 3 clusters Score -7822226 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -7823718.500000 Penalty: 5303.599121
	Iteration 5F: 3 clusters Score -7823718 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -7825439.000000 Penalty: 5303.599121
	Iteration 6F: 3 clusters Score -7825439 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -7827186.000000 Penalty: 5303.599121
	Iteration 7F: 3 clusters Score -7827186 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -7828791.500000 Penalty: 5303.599121
	Iteration 8F: 3 clusters Score -7828792 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -7830213.500000 Penalty: 5303.599121
	Iteration 9Q: 3 clusters Score -7830214 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -7831439.000000 Penalty: 5303.599121
	Iteration 10Q: 3 clusters Score -7831439 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -7832363.500000 Penalty: 5303.599121
	Iteration 11Q: 3 clusters Score -7832364 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -7832888.500000 Penalty: 5303.599121
	Iteration 12Q: 3 clusters Score -7832888 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -7833272.000000 Penalty: 5303.599121
	Iteration 13Q: 3 clusters Score -7833272 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -7833594.000000 Penalty: 5303.599121
	Iteration 14Q: 3 clusters Score -7833594 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -7833824.500000 Penalty: 5303.599121
	Iteration 15Q: 3 clusters Score -7833824 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -7834046.000000 Penalty: 5303.599121
	Iteration 16Q: 3 clusters Score -7834046 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -7834280.500000 Penalty: 5303.599121
	Iteration 17Q: 3 clusters Score -7834280 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -7834472.000000 Penalty: 5303.599121
	Iteration 18Q: 3 clusters Score -7834472 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -7834568.000000 Penalty: 5303.599121
	Iteration 19Q: 3 clusters Score -7834568 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -7834726.500000 Penalty: 5303.599121
	Iteration 20F: 3 clusters Score -7834726 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -7834795.500000 Penalty: 5303.599121
	Iteration 21Q: 3 clusters Score -7834796 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7834915.500000 Penalty: 5303.599121
	Iteration 22Q: 3 clusters Score -7834916 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7834996.500000 Penalty: 5303.599121
	Iteration 23Q: 3 clusters Score -7834996 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7835021.500000 Penalty: 5303.599121
	Iteration 24Q: 3 clusters Score -7835022 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7835069.500000 Penalty: 5303.599121
	Iteration 25Q: 3 clusters Score -7835070 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7835129.500000 Penalty: 5303.599121
	Iteration 26Q: 3 clusters Score -7835130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7835179.000000 Penalty: 5303.599121
	Iteration 27Q: 3 clusters Score -7835179 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -7835217.500000 Penalty: 5303.599121
	Iteration 28Q: 3 clusters Score -7835218 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7835269.500000 Penalty: 5303.599121
	Iteration 29Q: 3 clusters Score -7835270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7835279.500000 Penalty: 5303.599121
	Iteration 30Q: 3 clusters Score -7835280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7835322.000000 Penalty: 5303.599121
	Iteration 31Q: 3 clusters Score -7835322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7835356.500000 Penalty: 5303.599121
	Iteration 32Q: 3 clusters Score -7835356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7835372.500000 Penalty: 5303.599121
	Iteration 33Q: 3 clusters Score -7835372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -7835381.500000 Penalty: 5303.599121
	Iteration 34Q: 3 clusters Score -7835382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7835402.500000 Penalty: 5303.599121
	Iteration 35Q: 3 clusters Score -7835402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7835422.000000 Penalty: 5303.599121
	Iteration 36Q: 3 clusters Score -7835422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7835412.500000 Penalty: 5303.599121
	Iteration 37Q: 3 clusters Score -7835412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7835431.000000 Penalty: 5303.599121
	Iteration 38Q: 3 clusters Score -7835431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7835433.000000 Penalty: 5303.599121
	Iteration 39Q: 3 clusters Score -7835433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7835427.500000 Penalty: 5303.599121
	Iteration 40F: 3 clusters Score -7835428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7835450.500000 Penalty: 5303.599121
	Iteration 41Q: 3 clusters Score -7835450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7835449.500000 Penalty: 5303.599121
	Iteration 42Q: 3 clusters Score -7835450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7835450.500000 Penalty: 5303.599121
	Iteration 43Q: 3 clusters Score -7835450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7835459.000000 Penalty: 5303.599121
	Iteration 44Q: 3 clusters Score -7835459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7835457.500000 Penalty: 5303.599121
	Iteration 45Q: 3 clusters Score -7835458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7835463.000000 Penalty: 5303.599121
	Iteration 46Q: 3 clusters Score -7835463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7835470.000000 Penalty: 5303.599121
	Iteration 47Q: 3 clusters Score -7835470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7835472.000000 Penalty: 5303.599121
	Iteration 48Q: 3 clusters Score -7835472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7835496.500000 Penalty: 5303.599121
	Iteration 49Q: 3 clusters Score -7835496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7835513.000000 Penalty: 5303.599121
	Iteration 50Q: 3 clusters Score -7835513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7835504.500000 Penalty: 5303.599121
	Iteration 51Q: 3 clusters Score -7835504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7835510.000000 Penalty: 5303.599121
	Iteration 52Q: 3 clusters Score -7835510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7835515.500000 Penalty: 5303.599121
	Iteration 53Q: 3 clusters Score -7835516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7835528.000000 Penalty: 5303.599121
	Iteration 54Q: 3 clusters Score -7835528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7835521.000000 Penalty: 5303.599121
	Iteration 55Q: 3 clusters Score -7835521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7835522.500000 Penalty: 5303.599121
	Iteration 56Q: 3 clusters Score -7835522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7835524.000000 Penalty: 5303.599121
	Iteration 57Q: 3 clusters Score -7835524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7835531.500000 Penalty: 5303.599121
	Iteration 58Q: 3 clusters Score -7835532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7835539.000000 Penalty: 5303.599121
	Iteration 59Q: 3 clusters Score -7835539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7835537.500000 Penalty: 5303.599121
	Iteration 60F: 3 clusters Score -7835538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7835537.000000 Penalty: 5303.599121
	Iteration 61Q: 3 clusters Score -7835537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7835530.500000 Penalty: 5303.599121
	Iteration 62Q: 3 clusters Score -7835530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7835521.000000 Penalty: 5303.599121
	Iteration 63Q: 3 clusters Score -7835521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7835520.000000 Penalty: 5303.599121
	Iteration 64Q: 3 clusters Score -7835520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7835517.500000 Penalty: 5303.599121
	Iteration 65Q: 3 clusters Score -7835518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7835518.000000 Penalty: 5303.599121
	Iteration 66Q: 3 clusters Score -7835518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7835517.000000 Penalty: 5303.599121
	Iteration 67Q: 3 clusters Score -7835517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7835517.000000 Penalty: 5303.599121
	Iteration 68F: 3 clusters Score -7835517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (49394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Entering Unmasked Estep 
Score: -8777441.000000 Penalty: 2680.280762
	Iteration 0F: 2 clusters Score -8777441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -8746353.000000 Penalty: 5360.561523
	Iteration 0F: 3 clusters Score -8746353 nChanged 22805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -8759000.000000 Penalty: 5360.561523
	Iteration 1F: 3 clusters Score -8759000 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -8759525.000000 Penalty: 5360.561523
	Iteration 2Q: 3 clusters Score -8759525 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -8760114.000000 Penalty: 5360.561523
	Iteration 3Q: 3 clusters Score -8760114 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -8760676.000000 Penalty: 5360.561523
	Iteration 4Q: 3 clusters Score -8760676 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8761439.000000 Penalty: 5360.561523
	Iteration 5Q: 3 clusters Score -8761439 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -8762393.000000 Penalty: 5360.561523
	Iteration 6Q: 3 clusters Score -8762393 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -8763594.000000 Penalty: 5360.561523
	Iteration 7Q: 3 clusters Score -8763594 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -8765138.000000 Penalty: 5360.561523
	Iteration 8F: 3 clusters Score -8765138 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -8766913.000000 Penalty: 5360.561523
	Iteration 9F: 3 clusters Score -8766913 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -8768834.000000 Penalty: 5360.561523
	Iteration 10F: 3 clusters Score -8768834 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8770633.000000 Penalty: 5360.561523
	Iteration 11F: 3 clusters Score -8770633 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -8772054.000000 Penalty: 5360.561523
	Iteration 12Q: 3 clusters Score -8772054 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -8773021.000000 Penalty: 5360.561523
	Iteration 13Q: 3 clusters Score -8773021 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -8773694.000000 Penalty: 5360.561523
	Iteration 14Q: 3 clusters Score -8773694 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8774062.000000 Penalty: 5360.561523
	Iteration 15Q: 3 clusters Score -8774062 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -8774325.000000 Penalty: 5360.561523
	Iteration 16Q: 3 clusters Score -8774325 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8774527.000000 Penalty: 5360.561523
	Iteration 17Q: 3 clusters Score -8774527 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -8774738.000000 Penalty: 5360.561523
	Iteration 18Q: 3 clusters Score -8774738 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -8774895.000000 Penalty: 5360.561523
	Iteration 19Q: 3 clusters Score -8774895 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -8774983.000000 Penalty: 5360.561523
	Iteration 20F: 3 clusters Score -8774983 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -8775060.000000 Penalty: 5360.561523
	Iteration 21Q: 3 clusters Score -8775060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -8775134.000000 Penalty: 5360.561523
	Iteration 22Q: 3 clusters Score -8775134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -8775171.000000 Penalty: 5360.561523
	Iteration 23Q: 3 clusters Score -8775171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -8775212.000000 Penalty: 5360.561523
	Iteration 24Q: 3 clusters Score -8775212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -8775229.000000 Penalty: 5360.561523
	Iteration 25Q: 3 clusters Score -8775229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -8775244.000000 Penalty: 5360.561523
	Iteration 26Q: 3 clusters Score -8775244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -8775269.000000 Penalty: 5360.561523
	Iteration 27Q: 3 clusters Score -8775269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -8775266.000000 Penalty: 5360.561523
	Iteration 28Q: 3 clusters Score -8775266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -8775271.000000 Penalty: 5360.561523
	Iteration 29Q: 3 clusters Score -8775271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -8775282.000000 Penalty: 5360.561523
	Iteration 30Q: 3 clusters Score -8775282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -8775289.000000 Penalty: 5360.561523
	Iteration 31Q: 3 clusters Score -8775289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -8775292.000000 Penalty: 5360.561523
	Iteration 32Q: 3 clusters Score -8775292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -8775295.000000 Penalty: 5360.561523
	Iteration 33Q: 3 clusters Score -8775295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -8775298.000000 Penalty: 5360.561523
	Iteration 34Q: 3 clusters Score -8775298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -8775301.000000 Penalty: 5360.561523
	Iteration 35Q: 3 clusters Score -8775301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -8775303.000000 Penalty: 5360.561523
	Iteration 36Q: 3 clusters Score -8775303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -8775299.000000 Penalty: 5360.561523
	Iteration 37Q: 3 clusters Score -8775299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -8775302.000000 Penalty: 5360.561523
	Iteration 38Q: 3 clusters Score -8775302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -8775303.000000 Penalty: 5360.561523
	Iteration 39Q: 3 clusters Score -8775303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -8775303.000000 Penalty: 5360.561523
	Iteration 40F: 3 clusters Score -8775303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (72601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Entering Unmasked Estep 
Score: -12782872.000000 Penalty: 2775.797852
	Iteration 0F: 2 clusters Score -1.278287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -12740685.000000 Penalty: 5551.595703
	Iteration 0F: 3 clusters Score -1.274068e+07 nChanged 34102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -12759732.000000 Penalty: 5551.595703
	Iteration 1F: 3 clusters Score -1.275973e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -12760520.000000 Penalty: 5551.595703
	Iteration 2Q: 3 clusters Score -1.276052e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -12761493.000000 Penalty: 5551.595703
	Iteration 3Q: 3 clusters Score -1.276149e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -12763007.000000 Penalty: 5551.595703
	Iteration 4Q: 3 clusters Score -1.276301e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -12765201.000000 Penalty: 5551.595703
	Iteration 5F: 3 clusters Score -1.27652e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -12768086.000000 Penalty: 5551.595703
	Iteration 6F: 3 clusters Score -1.276809e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -12771740.000000 Penalty: 5551.595703
	Iteration 7F: 3 clusters Score -1.277174e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -12775116.000000 Penalty: 5551.595703
	Iteration 8F: 3 clusters Score -1.277512e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -12777403.000000 Penalty: 5551.595703
	Iteration 9Q: 3 clusters Score -1.27774e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -12778650.000000 Penalty: 5551.595703
	Iteration 10Q: 3 clusters Score -1.277865e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -12779328.000000 Penalty: 5551.595703
	Iteration 11Q: 3 clusters Score -1.277933e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -12779652.000000 Penalty: 5551.595703
	Iteration 12Q: 3 clusters Score -1.277965e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -12779855.000000 Penalty: 5551.595703
	Iteration 13Q: 3 clusters Score -1.277986e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -12780029.000000 Penalty: 5551.595703
	Iteration 14Q: 3 clusters Score -1.278003e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -12780113.000000 Penalty: 5551.595703
	Iteration 15Q: 3 clusters Score -1.278011e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -12780217.000000 Penalty: 5551.595703
	Iteration 16Q: 3 clusters Score -1.278022e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -12780253.000000 Penalty: 5551.595703
	Iteration 17Q: 3 clusters Score -1.278025e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -12780277.000000 Penalty: 5551.595703
	Iteration 18Q: 3 clusters Score -1.278028e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -12780338.000000 Penalty: 5551.595703
	Iteration 19Q: 3 clusters Score -1.278034e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -12780378.000000 Penalty: 5551.595703
	Iteration 20F: 3 clusters Score -1.278038e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -12780415.000000 Penalty: 5551.595703
	Iteration 21Q: 3 clusters Score -1.278042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -12780422.000000 Penalty: 5551.595703
	Iteration 22Q: 3 clusters Score -1.278042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -12780446.000000 Penalty: 5551.595703
	Iteration 23Q: 3 clusters Score -1.278045e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -12780484.000000 Penalty: 5551.595703
	Iteration 24Q: 3 clusters Score -1.278048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -12780503.000000 Penalty: 5551.595703
	Iteration 25Q: 3 clusters Score -1.27805e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -12780497.000000 Penalty: 5551.595703
	Iteration 26Q: 3 clusters Score -1.27805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -12780510.000000 Penalty: 5551.595703
	Iteration 27Q: 3 clusters Score -1.278051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -12780513.000000 Penalty: 5551.595703
	Iteration 28Q: 3 clusters Score -1.278051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -12780522.000000 Penalty: 5551.595703
	Iteration 29Q: 3 clusters Score -1.278052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -12780519.000000 Penalty: 5551.595703
	Iteration 30Q: 3 clusters Score -1.278052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -12780510.000000 Penalty: 5551.595703
	Iteration 31Q: 3 clusters Score -1.278051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -12780517.000000 Penalty: 5551.595703
	Iteration 32Q: 3 clusters Score -1.278052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -12780519.000000 Penalty: 5551.595703
	Iteration 33Q: 3 clusters Score -1.278052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -12780507.000000 Penalty: 5551.595703
	Iteration 34Q: 3 clusters Score -1.278051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -12780512.000000 Penalty: 5551.595703
	Iteration 35Q: 3 clusters Score -1.278051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -12780517.000000 Penalty: 5551.595703
	Iteration 36Q: 3 clusters Score -1.278052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -12780523.000000 Penalty: 5551.595703
	Iteration 37Q: 3 clusters Score -1.278052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -12780534.000000 Penalty: 5551.595703
	Iteration 38Q: 3 clusters Score -1.278053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -12780520.000000 Penalty: 5551.595703
	Iteration 39Q: 3 clusters Score -1.278052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -12780555.000000 Penalty: 5551.595703
	Iteration 40F: 3 clusters Score -1.278056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -12780543.000000 Penalty: 5551.595703
	Iteration 41Q: 3 clusters Score -1.278054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -12780534.000000 Penalty: 5551.595703
	Iteration 42Q: 3 clusters Score -1.278053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -12780543.000000 Penalty: 5551.595703
	Iteration 43Q: 3 clusters Score -1.278054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -12780562.000000 Penalty: 5551.595703
	Iteration 44Q: 3 clusters Score -1.278056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -12780556.000000 Penalty: 5551.595703
	Iteration 45Q: 3 clusters Score -1.278056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -12780555.000000 Penalty: 5551.595703
	Iteration 46Q: 3 clusters Score -1.278056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -12780554.000000 Penalty: 5551.595703
	Iteration 47Q: 3 clusters Score -1.278055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -12780558.000000 Penalty: 5551.595703
	Iteration 48Q: 3 clusters Score -1.278056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -12780558.000000 Penalty: 5551.595703
	Iteration 49Q: 3 clusters Score -1.278056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -12780559.000000 Penalty: 5551.595703
	Iteration 50Q: 3 clusters Score -1.278056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -12780557.000000 Penalty: 5551.595703
	Iteration 51Q: 3 clusters Score -1.278056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -12780561.000000 Penalty: 5551.595703
	Iteration 52Q: 3 clusters Score -1.278056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -12780565.000000 Penalty: 5551.595703
	Iteration 53Q: 3 clusters Score -1.278056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -12780565.000000 Penalty: 5551.595703
	Iteration 54Q: 3 clusters Score -1.278056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -12780572.000000 Penalty: 5551.595703
	Iteration 55Q: 3 clusters Score -1.278057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -12780574.000000 Penalty: 5551.595703
	Iteration 56Q: 3 clusters Score -1.278057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -12780565.000000 Penalty: 5551.595703
	Iteration 57Q: 3 clusters Score -1.278056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -12780565.000000 Penalty: 5551.595703
	Iteration 58F: 3 clusters Score -1.278056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (53567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Entering Unmasked Estep 
Score: -9641867.000000 Penalty: 2700.394531
	Iteration 0F: 2 clusters Score -9641867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -9610990.000000 Penalty: 5400.789062
	Iteration 0F: 3 clusters Score -9610990 nChanged 24832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -9624867.000000 Penalty: 5400.789062
	Iteration 1F: 3 clusters Score -9624867 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -9625456.000000 Penalty: 5400.789062
	Iteration 2Q: 3 clusters Score -9625456 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -9626111.000000 Penalty: 5400.789062
	Iteration 3Q: 3 clusters Score -9626111 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -9626808.000000 Penalty: 5400.789062
	Iteration 4Q: 3 clusters Score -9626808 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -9627601.000000 Penalty: 5400.789062
	Iteration 5Q: 3 clusters Score -9627601 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -9628470.000000 Penalty: 5400.789062
	Iteration 6Q: 3 clusters Score -9628470 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -9629665.000000 Penalty: 5400.789062
	Iteration 7Q: 3 clusters Score -9629665 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -9631091.000000 Penalty: 5400.789062
	Iteration 8Q: 3 clusters Score -9631091 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -9633082.000000 Penalty: 5400.789062
	Iteration 9F: 3 clusters Score -9633082 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -9635498.000000 Penalty: 5400.789062
	Iteration 10F: 3 clusters Score -9635498 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9637467.000000 Penalty: 5400.789062
	Iteration 11F: 3 clusters Score -9637467 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9638545.000000 Penalty: 5400.789062
	Iteration 12F: 3 clusters Score -9638545 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9639069.000000 Penalty: 5400.789062
	Iteration 13Q: 3 clusters Score -9639069 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9639355.000000 Penalty: 5400.789062
	Iteration 14Q: 3 clusters Score -9639355 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9639469.000000 Penalty: 5400.789062
	Iteration 15Q: 3 clusters Score -9639469 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9639593.000000 Penalty: 5400.789062
	Iteration 16Q: 3 clusters Score -9639593 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9639625.000000 Penalty: 5400.789062
	Iteration 17Q: 3 clusters Score -9639625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9639658.000000 Penalty: 5400.789062
	Iteration 18Q: 3 clusters Score -9639658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9639666.000000 Penalty: 5400.789062
	Iteration 19Q: 3 clusters Score -9639666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9639714.000000 Penalty: 5400.789062
	Iteration 20F: 3 clusters Score -9639714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9639720.000000 Penalty: 5400.789062
	Iteration 21Q: 3 clusters Score -9639720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9639724.000000 Penalty: 5400.789062
	Iteration 22Q: 3 clusters Score -9639724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9639737.000000 Penalty: 5400.789062
	Iteration 23Q: 3 clusters Score -9639737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9639729.000000 Penalty: 5400.789062
	Iteration 24Q: 3 clusters Score -9639729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9639746.000000 Penalty: 5400.789062
	Iteration 25Q: 3 clusters Score -9639746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9639752.000000 Penalty: 5400.789062
	Iteration 26Q: 3 clusters Score -9639752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9639751.000000 Penalty: 5400.789062
	Iteration 27Q: 3 clusters Score -9639751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9639753.000000 Penalty: 5400.789062
	Iteration 28Q: 3 clusters Score -9639753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9639747.000000 Penalty: 5400.789062
	Iteration 29Q: 3 clusters Score -9639747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9639759.000000 Penalty: 5400.789062
	Iteration 30Q: 3 clusters Score -9639759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9639764.000000 Penalty: 5400.789062
	Iteration 31Q: 3 clusters Score -9639764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9639758.000000 Penalty: 5400.789062
	Iteration 32Q: 3 clusters Score -9639758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9639766.000000 Penalty: 5400.789062
	Iteration 33Q: 3 clusters Score -9639766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9639765.000000 Penalty: 5400.789062
	Iteration 34Q: 3 clusters Score -9639765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9639765.000000 Penalty: 5400.789062
	Iteration 35F: 3 clusters Score -9639765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Entering Unmasked Estep 
Score: -7442172.500000 Penalty: 2637.017578
	Iteration 0F: 2 clusters Score -7442172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -7414666.000000 Penalty: 5274.035156
	Iteration 0F: 3 clusters Score -7414666 nChanged 18987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -7425089.500000 Penalty: 5274.035156
	Iteration 1F: 3 clusters Score -7425090 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -7425612.500000 Penalty: 5274.035156
	Iteration 2Q: 3 clusters Score -7425612 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -7426256.500000 Penalty: 5274.035156
	Iteration 3Q: 3 clusters Score -7426256 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7427014.500000 Penalty: 5274.035156
	Iteration 4Q: 3 clusters Score -7427014 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -7428008.500000 Penalty: 5274.035156
	Iteration 5Q: 3 clusters Score -7428008 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -7429277.000000 Penalty: 5274.035156
	Iteration 6Q: 3 clusters Score -7429277 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -7430671.000000 Penalty: 5274.035156
	Iteration 7F: 3 clusters Score -7430671 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -7431984.000000 Penalty: 5274.035156
	Iteration 8F: 3 clusters Score -7431984 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -7433268.000000 Penalty: 5274.035156
	Iteration 9F: 3 clusters Score -7433268 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -7434284.000000 Penalty: 5274.035156
	Iteration 10Q: 3 clusters Score -7434284 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -7435032.500000 Penalty: 5274.035156
	Iteration 11Q: 3 clusters Score -7435032 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -7435509.000000 Penalty: 5274.035156
	Iteration 12Q: 3 clusters Score -7435509 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -7435923.500000 Penalty: 5274.035156
	Iteration 13Q: 3 clusters Score -7435924 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -7436102.000000 Penalty: 5274.035156
	Iteration 14Q: 3 clusters Score -7436102 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -7436278.000000 Penalty: 5274.035156
	Iteration 15Q: 3 clusters Score -7436278 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7436366.000000 Penalty: 5274.035156
	Iteration 16Q: 3 clusters Score -7436366 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -7436529.500000 Penalty: 5274.035156
	Iteration 17Q: 3 clusters Score -7436530 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -7436645.000000 Penalty: 5274.035156
	Iteration 18Q: 3 clusters Score -7436645 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -7436763.500000 Penalty: 5274.035156
	Iteration 19Q: 3 clusters Score -7436764 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -7436856.000000 Penalty: 5274.035156
	Iteration 20F: 3 clusters Score -7436856 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -7436998.500000 Penalty: 5274.035156
	Iteration 21Q: 3 clusters Score -7436998 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -7437131.000000 Penalty: 5274.035156
	Iteration 22Q: 3 clusters Score -7437131 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -7437236.000000 Penalty: 5274.035156
	Iteration 23Q: 3 clusters Score -7437236 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -7437341.500000 Penalty: 5274.035156
	Iteration 24Q: 3 clusters Score -7437342 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -7437439.000000 Penalty: 5274.035156
	Iteration 25Q: 3 clusters Score -7437439 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7437567.000000 Penalty: 5274.035156
	Iteration 26Q: 3 clusters Score -7437567 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -7437674.000000 Penalty: 5274.035156
	Iteration 27Q: 3 clusters Score -7437674 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -7437814.500000 Penalty: 5274.035156
	Iteration 28Q: 3 clusters Score -7437814 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -7437937.000000 Penalty: 5274.035156
	Iteration 29Q: 3 clusters Score -7437937 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -7438084.000000 Penalty: 5274.035156
	Iteration 30Q: 3 clusters Score -7438084 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -7438214.000000 Penalty: 5274.035156
	Iteration 31Q: 3 clusters Score -7438214 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -7438370.000000 Penalty: 5274.035156
	Iteration 32Q: 3 clusters Score -7438370 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -7438516.500000 Penalty: 5274.035156
	Iteration 33Q: 3 clusters Score -7438516 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -7438673.500000 Penalty: 5274.035156
	Iteration 34Q: 3 clusters Score -7438674 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7438805.000000 Penalty: 5274.035156
	Iteration 35Q: 3 clusters Score -7438805 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7438972.000000 Penalty: 5274.035156
	Iteration 36Q: 3 clusters Score -7438972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7439081.000000 Penalty: 5274.035156
	Iteration 37Q: 3 clusters Score -7439081 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7439185.000000 Penalty: 5274.035156
	Iteration 38Q: 3 clusters Score -7439185 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7439318.000000 Penalty: 5274.035156
	Iteration 39Q: 3 clusters Score -7439318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7439413.000000 Penalty: 5274.035156
	Iteration 40F: 3 clusters Score -7439413 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7439514.500000 Penalty: 5274.035156
	Iteration 41Q: 3 clusters Score -7439514 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7439600.500000 Penalty: 5274.035156
	Iteration 42Q: 3 clusters Score -7439600 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7439673.500000 Penalty: 5274.035156
	Iteration 43Q: 3 clusters Score -7439674 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7439740.000000 Penalty: 5274.035156
	Iteration 44Q: 3 clusters Score -7439740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7439782.000000 Penalty: 5274.035156
	Iteration 45Q: 3 clusters Score -7439782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7439832.500000 Penalty: 5274.035156
	Iteration 46Q: 3 clusters Score -7439832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7439858.000000 Penalty: 5274.035156
	Iteration 47Q: 3 clusters Score -7439858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7439887.000000 Penalty: 5274.035156
	Iteration 48Q: 3 clusters Score -7439887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7439909.500000 Penalty: 5274.035156
	Iteration 49Q: 3 clusters Score -7439910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7439935.500000 Penalty: 5274.035156
	Iteration 50Q: 3 clusters Score -7439936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7439951.000000 Penalty: 5274.035156
	Iteration 51Q: 3 clusters Score -7439951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7439966.000000 Penalty: 5274.035156
	Iteration 52Q: 3 clusters Score -7439966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7439973.500000 Penalty: 5274.035156
	Iteration 53Q: 3 clusters Score -7439974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7439970.000000 Penalty: 5274.035156
	Iteration 54Q: 3 clusters Score -7439970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7439979.000000 Penalty: 5274.035156
	Iteration 55Q: 3 clusters Score -7439979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7439979.500000 Penalty: 5274.035156
	Iteration 56Q: 3 clusters Score -7439980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7439985.500000 Penalty: 5274.035156
	Iteration 57Q: 3 clusters Score -7439986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7440000.500000 Penalty: 5274.035156
	Iteration 58Q: 3 clusters Score -7440000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7440002.000000 Penalty: 5274.035156
	Iteration 59Q: 3 clusters Score -7440002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7440007.500000 Penalty: 5274.035156
	Iteration 60F: 3 clusters Score -7440008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7440018.500000 Penalty: 5274.035156
	Iteration 61Q: 3 clusters Score -7440018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7440017.500000 Penalty: 5274.035156
	Iteration 62Q: 3 clusters Score -7440018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7440026.000000 Penalty: 5274.035156
	Iteration 63Q: 3 clusters Score -7440026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7440017.000000 Penalty: 5274.035156
	Iteration 64Q: 3 clusters Score -7440017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7440027.000000 Penalty: 5274.035156
	Iteration 65Q: 3 clusters Score -7440027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7440030.500000 Penalty: 5274.035156
	Iteration 66Q: 3 clusters Score -7440030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7440030.000000 Penalty: 5274.035156
	Iteration 67Q: 3 clusters Score -7440030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7440032.500000 Penalty: 5274.035156
	Iteration 68Q: 3 clusters Score -7440032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7440034.500000 Penalty: 5274.035156
	Iteration 69Q: 3 clusters Score -7440034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7440036.500000 Penalty: 5274.035156
	Iteration 70Q: 3 clusters Score -7440036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7440052.000000 Penalty: 5274.035156
	Iteration 71Q: 3 clusters Score -7440052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7440057.000000 Penalty: 5274.035156
	Iteration 72Q: 3 clusters Score -7440057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7440054.000000 Penalty: 5274.035156
	Iteration 73Q: 3 clusters Score -7440054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7440064.500000 Penalty: 5274.035156
	Iteration 74Q: 3 clusters Score -7440064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7440066.500000 Penalty: 5274.035156
	Iteration 75Q: 3 clusters Score -7440066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7440068.500000 Penalty: 5274.035156
	Iteration 76Q: 3 clusters Score -7440068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7440071.000000 Penalty: 5274.035156
	Iteration 77Q: 3 clusters Score -7440071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7440071.000000 Penalty: 5274.035156
	Iteration 78Q: 3 clusters Score -7440071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7440073.500000 Penalty: 5274.035156
	Iteration 79Q: 3 clusters Score -7440074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7440071.000000 Penalty: 5274.035156
	Iteration 80F: 3 clusters Score -7440071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7440071.000000 Penalty: 5274.035156
	Iteration 81Q: 3 clusters Score -7440071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7440076.000000 Penalty: 5274.035156
	Iteration 82Q: 3 clusters Score -7440076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7440073.500000 Penalty: 5274.035156
	Iteration 83Q: 3 clusters Score -7440074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7440074.500000 Penalty: 5274.035156
	Iteration 84Q: 3 clusters Score -7440074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7440075.500000 Penalty: 5274.035156
	Iteration 85Q: 3 clusters Score -7440076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7440075.500000 Penalty: 5274.035156
	Iteration 86F: 3 clusters Score -7440076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (40390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Entering Unmasked Estep 
Score: -7270940.500000 Penalty: 2630.371826
	Iteration 0F: 2 clusters Score -7270940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7243864.000000 Penalty: 5260.743652
	Iteration 0F: 3 clusters Score -7243864 nChanged 18469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -7253937.000000 Penalty: 5260.743652
	Iteration 1F: 3 clusters Score -7253937 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -7254393.500000 Penalty: 5260.743652
	Iteration 2Q: 3 clusters Score -7254394 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -7254890.000000 Penalty: 5260.743652
	Iteration 3Q: 3 clusters Score -7254890 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -7255285.000000 Penalty: 5260.743652
	Iteration 4Q: 3 clusters Score -7255285 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -7255782.500000 Penalty: 5260.743652
	Iteration 5Q: 3 clusters Score -7255782 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -7256376.500000 Penalty: 5260.743652
	Iteration 6Q: 3 clusters Score -7256376 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -7257235.500000 Penalty: 5260.743652
	Iteration 7Q: 3 clusters Score -7257236 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -7258606.500000 Penalty: 5260.743652
	Iteration 8F: 3 clusters Score -7258606 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -7260550.000000 Penalty: 5260.743652
	Iteration 9F: 3 clusters Score -7260550 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -7263001.000000 Penalty: 5260.743652
	Iteration 10F: 3 clusters Score -7263001 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7265403.500000 Penalty: 5260.743652
	Iteration 11F: 3 clusters Score -7265404 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7267012.500000 Penalty: 5260.743652
	Iteration 12Q: 3 clusters Score -7267012 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7267881.000000 Penalty: 5260.743652
	Iteration 13Q: 3 clusters Score -7267881 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7268261.500000 Penalty: 5260.743652
	Iteration 14Q: 3 clusters Score -7268262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7268425.000000 Penalty: 5260.743652
	Iteration 15Q: 3 clusters Score -7268425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7268479.000000 Penalty: 5260.743652
	Iteration 16Q: 3 clusters Score -7268479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7268501.000000 Penalty: 5260.743652
	Iteration 17Q: 3 clusters Score -7268501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7268517.500000 Penalty: 5260.743652
	Iteration 18Q: 3 clusters Score -7268518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7268538.500000 Penalty: 5260.743652
	Iteration 19Q: 3 clusters Score -7268538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7268543.500000 Penalty: 5260.743652
	Iteration 20F: 3 clusters Score -7268544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7268546.500000 Penalty: 5260.743652
	Iteration 21Q: 3 clusters Score -7268546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7268547.000000 Penalty: 5260.743652
	Iteration 22Q: 3 clusters Score -7268547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7268550.000000 Penalty: 5260.743652
	Iteration 23Q: 3 clusters Score -7268550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7268550.000000 Penalty: 5260.743652
	Iteration 24F: 3 clusters Score -7268550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (39812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Entering Unmasked Estep 
Score: -7064201.000000 Penalty: 2626.797119
	Iteration 0F: 2 clusters Score -7064201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -7037411.500000 Penalty: 5253.594238
	Iteration 0F: 3 clusters Score -7037412 nChanged 18189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -7047135.000000 Penalty: 5253.594238
	Iteration 1F: 3 clusters Score -7047135 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -7047521.000000 Penalty: 5253.594238
	Iteration 2Q: 3 clusters Score -7047521 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -7047887.500000 Penalty: 5253.594238
	Iteration 3Q: 3 clusters Score -7047888 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -7048211.000000 Penalty: 5253.594238
	Iteration 4Q: 3 clusters Score -7048211 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -7048555.500000 Penalty: 5253.594238
	Iteration 5Q: 3 clusters Score -7048556 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -7048907.000000 Penalty: 5253.594238
	Iteration 6Q: 3 clusters Score -7048907 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -7049390.000000 Penalty: 5253.594238
	Iteration 7Q: 3 clusters Score -7049390 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -7050049.500000 Penalty: 5253.594238
	Iteration 8Q: 3 clusters Score -7050050 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -7051083.500000 Penalty: 5253.594238
	Iteration 9Q: 3 clusters Score -7051084 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -7052649.500000 Penalty: 5253.594238
	Iteration 10F: 3 clusters Score -7052650 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -7054716.500000 Penalty: 5253.594238
	Iteration 11F: 3 clusters Score -7054716 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -7057010.000000 Penalty: 5253.594238
	Iteration 12F: 3 clusters Score -7057010 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7058920.500000 Penalty: 5253.594238
	Iteration 13F: 3 clusters Score -7058920 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7060367.000000 Penalty: 5253.594238
	Iteration 14Q: 3 clusters Score -7060367 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7061204.500000 Penalty: 5253.594238
	Iteration 15Q: 3 clusters Score -7061204 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7061610.000000 Penalty: 5253.594238
	Iteration 16Q: 3 clusters Score -7061610 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7061854.000000 Penalty: 5253.594238
	Iteration 17Q: 3 clusters Score -7061854 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7062005.500000 Penalty: 5253.594238
	Iteration 18Q: 3 clusters Score -7062006 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7062093.500000 Penalty: 5253.594238
	Iteration 19Q: 3 clusters Score -7062094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7062142.500000 Penalty: 5253.594238
	Iteration 20F: 3 clusters Score -7062142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7062195.500000 Penalty: 5253.594238
	Iteration 21Q: 3 clusters Score -7062196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7062220.500000 Penalty: 5253.594238
	Iteration 22Q: 3 clusters Score -7062220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7062232.500000 Penalty: 5253.594238
	Iteration 23Q: 3 clusters Score -7062232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7062244.000000 Penalty: 5253.594238
	Iteration 24Q: 3 clusters Score -7062244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7062260.000000 Penalty: 5253.594238
	Iteration 25Q: 3 clusters Score -7062260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7062276.500000 Penalty: 5253.594238
	Iteration 26Q: 3 clusters Score -7062276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7062274.500000 Penalty: 5253.594238
	Iteration 27Q: 3 clusters Score -7062274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7062266.000000 Penalty: 5253.594238
	Iteration 28Q: 3 clusters Score -7062266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7062283.500000 Penalty: 5253.594238
	Iteration 29Q: 3 clusters Score -7062284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7062285.000000 Penalty: 5253.594238
	Iteration 30Q: 3 clusters Score -7062285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7062294.500000 Penalty: 5253.594238
	Iteration 31Q: 3 clusters Score -7062294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7062298.000000 Penalty: 5253.594238
	Iteration 32Q: 3 clusters Score -7062298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7062301.500000 Penalty: 5253.594238
	Iteration 33Q: 3 clusters Score -7062302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7062301.500000 Penalty: 5253.594238
	Iteration 34Q: 3 clusters Score -7062302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7062300.000000 Penalty: 5253.594238
	Iteration 35Q: 3 clusters Score -7062300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7062302.500000 Penalty: 5253.594238
	Iteration 36Q: 3 clusters Score -7062302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7062305.000000 Penalty: 5253.594238
	Iteration 37Q: 3 clusters Score -7062305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7062305.000000 Penalty: 5253.594238
	Iteration 38F: 3 clusters Score -7062305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 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 145 members 
Entering Unmasked Estep 
Score: -20549.007812 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20549.01 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20788.921875 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20788.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20856.535156 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20856.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20876.582031 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20876.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20880.466797 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20880.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20885.572266 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20885.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20887.394531 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -20887.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20887.394531 Penalty: 2808.828369
	Iteration 7F: 3 clusters Score -20887.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (46350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Entering Unmasked Estep 
Score: -8261165.000000 Penalty: 2664.506104
	Iteration 0F: 2 clusters Score -8261165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -8231565.500000 Penalty: 5329.012207
	Iteration 0F: 3 clusters Score -8231566 nChanged 21311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -8243332.000000 Penalty: 5329.012207
	Iteration 1F: 3 clusters Score -8243332 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8243913.000000 Penalty: 5329.012207
	Iteration 2Q: 3 clusters Score -8243913 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -8244564.000000 Penalty: 5329.012207
	Iteration 3Q: 3 clusters Score -8244564 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -8245351.500000 Penalty: 5329.012207
	Iteration 4Q: 3 clusters Score -8245352 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8246530.500000 Penalty: 5329.012207
	Iteration 5Q: 3 clusters Score -8246530 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -8248263.500000 Penalty: 5329.012207
	Iteration 6F: 3 clusters Score -8248264 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -8250638.500000 Penalty: 5329.012207
	Iteration 7F: 3 clusters Score -8250638 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -8253366.500000 Penalty: 5329.012207
	Iteration 8F: 3 clusters Score -8253366 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -8255638.000000 Penalty: 5329.012207
	Iteration 9F: 3 clusters Score -8255638 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8257043.000000 Penalty: 5329.012207
	Iteration 10Q: 3 clusters Score -8257043 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8257837.500000 Penalty: 5329.012207
	Iteration 11Q: 3 clusters Score -8257838 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8258297.500000 Penalty: 5329.012207
	Iteration 12Q: 3 clusters Score -8258298 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8258612.000000 Penalty: 5329.012207
	Iteration 13Q: 3 clusters Score -8258612 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8258764.000000 Penalty: 5329.012207
	Iteration 14Q: 3 clusters Score -8258764 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8258881.000000 Penalty: 5329.012207
	Iteration 15Q: 3 clusters Score -8258881 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8258930.000000 Penalty: 5329.012207
	Iteration 16Q: 3 clusters Score -8258930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8258980.000000 Penalty: 5329.012207
	Iteration 17Q: 3 clusters Score -8258980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8259020.000000 Penalty: 5329.012207
	Iteration 18Q: 3 clusters Score -8259020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8259034.000000 Penalty: 5329.012207
	Iteration 19Q: 3 clusters Score -8259034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8259034.000000 Penalty: 5329.012207
	Iteration 20F: 3 clusters Score -8259034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8259033.500000 Penalty: 5329.012207
	Iteration 21Q: 3 clusters Score -8259034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8259047.500000 Penalty: 5329.012207
	Iteration 22Q: 3 clusters Score -8259048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8259058.000000 Penalty: 5329.012207
	Iteration 23Q: 3 clusters Score -8259058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8259065.500000 Penalty: 5329.012207
	Iteration 24Q: 3 clusters Score -8259066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8259082.500000 Penalty: 5329.012207
	Iteration 25Q: 3 clusters Score -8259082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8259084.000000 Penalty: 5329.012207
	Iteration 26Q: 3 clusters Score -8259084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8259097.000000 Penalty: 5329.012207
	Iteration 27Q: 3 clusters Score -8259097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8259103.500000 Penalty: 5329.012207
	Iteration 28Q: 3 clusters Score -8259104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8259115.500000 Penalty: 5329.012207
	Iteration 29Q: 3 clusters Score -8259116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8259114.500000 Penalty: 5329.012207
	Iteration 30Q: 3 clusters Score -8259114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8259114.000000 Penalty: 5329.012207
	Iteration 31Q: 3 clusters Score -8259114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8259122.500000 Penalty: 5329.012207
	Iteration 32Q: 3 clusters Score -8259122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8259122.000000 Penalty: 5329.012207
	Iteration 33Q: 3 clusters Score -8259122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8259126.500000 Penalty: 5329.012207
	Iteration 34Q: 3 clusters Score -8259126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8259125.500000 Penalty: 5329.012207
	Iteration 35Q: 3 clusters Score -8259126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8259123.500000 Penalty: 5329.012207
	Iteration 36Q: 3 clusters Score -8259124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8259123.500000 Penalty: 5329.012207
	Iteration 37F: 3 clusters Score -8259124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -85078.734375 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -85078.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83588.609375 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -83588.61 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84028.968750 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -84028.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84294.460938 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -84294.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84518.304688 Penalty: 3190.738281
	Iteration 3F: 3 clusters Score -84518.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -84663.140625 Penalty: 3190.738281
	Iteration 4F: 3 clusters Score -84663.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84775.125000 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -84775.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84817.718750 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -84817.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84844.585938 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -84844.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84880.703125 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -84880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84915.179688 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -84915.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84937.156250 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -84937.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84947.109375 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -84947.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84962.625000 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -84962.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84993.484375 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -84993.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -85007.859375 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -85007.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85023.312500 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -85023.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85024.382812 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -85024.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85035.046875 Penalty: 3190.738281
	Iteration 17F: 3 clusters Score -85035.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85078.867188 Penalty: 3190.738281
	Iteration 18Q: 3 clusters Score -85078.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85084.804688 Penalty: 3190.738281
	Iteration 19Q: 3 clusters Score -85084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -85088.218750 Penalty: 3190.738281
	Iteration 20F: 3 clusters Score -85088.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85099.257812 Penalty: 3190.738281
	Iteration 21Q: 3 clusters Score -85099.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85099.257812 Penalty: 3190.738281
	Iteration 22F: 3 clusters Score -85099.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 46411 members 
Mstep: Class 3 contains 43212 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 34761 members 
Mstep: Class 7 contains 51918 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 42075 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 43641 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 43656 members 
Mstep: Class 19 contains 46689 members 
Mstep: Class 20 contains 16340 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33895 members 
Mstep: Class 27 contains 47955 members 
Mstep: Class 28 contains 10250 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44035 members 
Mstep: Class 32 contains 49394 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 53567 members 
Mstep: Class 35 contains 41487 members 
Mstep: Class 36 contains 40390 members 
Mstep: Class 37 contains 39812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46350 members 
Mstep: Class 40 contains 373 members 
Mstep: Class 41 contains 249 members 
Entering Unmasked Estep 
Score: -196407680.000000 Penalty: 141646.312500
Splitting cluster 40 changes total score from -196409504.000000 to -196407680.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 46411 members 
Mstep: Class 3 contains 43212 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 34761 members 
Mstep: Class 7 contains 51918 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 42075 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 43641 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 43656 members 
Mstep: Class 19 contains 46689 members 
Mstep: Class 20 contains 16340 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 33895 members 
Mstep: Class 27 contains 47955 members 
Mstep: Class 28 contains 10250 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44035 members 
Mstep: Class 32 contains 49394 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 53567 members 
Mstep: Class 35 contains 41487 members 
Mstep: Class 36 contains 40390 members 
Mstep: Class 37 contains 39812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46350 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409584.000000 Penalty: 138191.531250
Iteration 119Q: 41 clusters Score -1.964096e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 46431 members 
Mstep: Class 3 contains 43184 members 
Mstep: Class 4 contains 4336 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 34585 members 
Mstep: Class 7 contains 51906 members 
Mstep: Class 8 contains 14142 members 
Mstep: Class 9 contains 42076 members 
Mstep: Class 10 contains 43973 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 52000 members 
Mstep: Class 15 contains 43729 members 
Mstep: Class 16 contains 10278 members 
Mstep: Class 17 contains 44167 members 
Mstep: Class 18 contains 43651 members 
Mstep: Class 19 contains 46762 members 
Mstep: Class 20 contains 16329 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 38144 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 34078 members 
Mstep: Class 27 contains 47938 members 
Mstep: Class 28 contains 10257 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44039 members 
Mstep: Class 32 contains 49390 members 
Mstep: Class 33 contains 72608 members 
Mstep: Class 34 contains 53677 members 
Mstep: Class 35 contains 41506 members 
Mstep: Class 36 contains 40245 members 
Mstep: Class 37 contains 39818 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46358 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409344.000000 Penalty: 138191.531250
Iteration 120F: 41 clusters Score -1.964093e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 46438 members 
Mstep: Class 3 contains 43165 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 34408 members 
Mstep: Class 7 contains 51881 members 
Mstep: Class 8 contains 14137 members 
Mstep: Class 9 contains 42074 members 
Mstep: Class 10 contains 43965 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 43836 members 
Mstep: Class 16 contains 10273 members 
Mstep: Class 17 contains 44124 members 
Mstep: Class 18 contains 43652 members 
Mstep: Class 19 contains 46811 members 
Mstep: Class 20 contains 16326 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 38085 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13558 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 34305 members 
Mstep: Class 27 contains 47936 members 
Mstep: Class 28 contains 10265 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44042 members 
Mstep: Class 32 contains 49383 members 
Mstep: Class 33 contains 72632 members 
Mstep: Class 34 contains 53737 members 
Mstep: Class 35 contains 41532 members 
Mstep: Class 36 contains 40106 members 
Mstep: Class 37 contains 39809 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46349 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408896.000000 Penalty: 138191.531250
Iteration 121Q: 41 clusters Score -1.964089e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 46463 members 
Mstep: Class 3 contains 43153 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 6 contains 34215 members 
Mstep: Class 7 contains 51862 members 
Mstep: Class 8 contains 14130 members 
Mstep: Class 9 contains 42070 members 
Mstep: Class 10 contains 43955 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 14 contains 51986 members 
Mstep: Class 15 contains 43944 members 
Mstep: Class 16 contains 10267 members 
Mstep: Class 17 contains 44093 members 
Mstep: Class 18 contains 43680 members 
Mstep: Class 19 contains 46852 members 
Mstep: Class 20 contains 16315 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 38003 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13565 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 34544 members 
Mstep: Class 27 contains 47909 members 
Mstep: Class 28 contains 10270 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44050 members 
Mstep: Class 32 contains 49382 members 
Mstep: Class 33 contains 72628 members 
Mstep: Class 34 contains 53768 members 
Mstep: Class 35 contains 41569 members 
Mstep: Class 36 contains 39990 members 
Mstep: Class 37 contains 39810 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46351 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408832.000000 Penalty: 138191.531250
Iteration 122Q: 41 clusters Score -1.964088e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 46493 members 
Mstep: Class 3 contains 43114 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 34005 members 
Mstep: Class 7 contains 51834 members 
Mstep: Class 8 contains 14128 members 
Mstep: Class 9 contains 42065 members 
Mstep: Class 10 contains 43926 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 51980 members 
Mstep: Class 15 contains 44051 members 
Mstep: Class 16 contains 10265 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 43730 members 
Mstep: Class 19 contains 46911 members 
Mstep: Class 20 contains 16304 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 37936 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13572 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 34793 members 
Mstep: Class 27 contains 47903 members 
Mstep: Class 28 contains 10272 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44050 members 
Mstep: Class 32 contains 49373 members 
Mstep: Class 33 contains 72623 members 
Mstep: Class 34 contains 53789 members 
Mstep: Class 35 contains 41625 members 
Mstep: Class 36 contains 39840 members 
Mstep: Class 37 contains 39802 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46354 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408752.000000 Penalty: 138191.531250
Iteration 123Q: 41 clusters Score -1.964088e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 46553 members 
Mstep: Class 3 contains 43071 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 2863 members 
Mstep: Class 6 contains 33794 members 
Mstep: Class 7 contains 51817 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 9 contains 42066 members 
Mstep: Class 10 contains 43897 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 51970 members 
Mstep: Class 15 contains 44160 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 43992 members 
Mstep: Class 18 contains 43781 members 
Mstep: Class 19 contains 46976 members 
Mstep: Class 20 contains 16296 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 37853 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 13572 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 35031 members 
Mstep: Class 27 contains 47892 members 
Mstep: Class 28 contains 10272 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44047 members 
Mstep: Class 32 contains 49375 members 
Mstep: Class 33 contains 72606 members 
Mstep: Class 34 contains 53810 members 
Mstep: Class 35 contains 41694 members 
Mstep: Class 36 contains 39735 members 
Mstep: Class 37 contains 39790 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46359 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408912.000000 Penalty: 138191.531250
Iteration 124Q: 41 clusters Score -1.964089e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 46603 members 
Mstep: Class 3 contains 43025 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 2862 members 
Mstep: Class 6 contains 33566 members 
Mstep: Class 7 contains 51813 members 
Mstep: Class 8 contains 14131 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 43886 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12510 members 
Mstep: Class 14 contains 51956 members 
Mstep: Class 15 contains 44252 members 
Mstep: Class 16 contains 10257 members 
Mstep: Class 17 contains 43968 members 
Mstep: Class 18 contains 43780 members 
Mstep: Class 19 contains 47046 members 
Mstep: Class 20 contains 16288 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 37767 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 13570 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 35299 members 
Mstep: Class 27 contains 47884 members 
Mstep: Class 28 contains 10273 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44041 members 
Mstep: Class 32 contains 49374 members 
Mstep: Class 33 contains 72612 members 
Mstep: Class 34 contains 53823 members 
Mstep: Class 35 contains 41786 members 
Mstep: Class 36 contains 39612 members 
Mstep: Class 37 contains 39782 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46357 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408928.000000 Penalty: 138191.531250
Iteration 125Q: 41 clusters Score -1.964089e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 46638 members 
Mstep: Class 3 contains 43011 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 33323 members 
Mstep: Class 7 contains 51807 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 10 contains 43894 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 14 contains 51945 members 
Mstep: Class 15 contains 44341 members 
Mstep: Class 16 contains 10255 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 43745 members 
Mstep: Class 19 contains 47094 members 
Mstep: Class 20 contains 16280 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 37691 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 13572 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 35575 members 
Mstep: Class 27 contains 47866 members 
Mstep: Class 28 contains 10278 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44050 members 
Mstep: Class 32 contains 49371 members 
Mstep: Class 33 contains 72627 members 
Mstep: Class 34 contains 53842 members 
Mstep: Class 35 contains 41884 members 
Mstep: Class 36 contains 39476 members 
Mstep: Class 37 contains 39781 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46347 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408944.000000 Penalty: 138191.531250
Iteration 126Q: 41 clusters Score -1.964089e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 46665 members 
Mstep: Class 3 contains 42997 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 33039 members 
Mstep: Class 7 contains 51790 members 
Mstep: Class 8 contains 14142 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 43884 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 51941 members 
Mstep: Class 15 contains 44435 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 43713 members 
Mstep: Class 19 contains 47148 members 
Mstep: Class 20 contains 16269 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 37666 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 13574 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 35880 members 
Mstep: Class 27 contains 47850 members 
Mstep: Class 28 contains 10277 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44048 members 
Mstep: Class 32 contains 49367 members 
Mstep: Class 33 contains 72628 members 
Mstep: Class 34 contains 53840 members 
Mstep: Class 35 contains 41965 members 
Mstep: Class 36 contains 39342 members 
Mstep: Class 37 contains 39772 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46345 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409104.000000 Penalty: 138191.531250
Iteration 127Q: 41 clusters Score -1.964091e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 46716 members 
Mstep: Class 3 contains 42986 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 32729 members 
Mstep: Class 7 contains 51791 members 
Mstep: Class 8 contains 14144 members 
Mstep: Class 9 contains 42044 members 
Mstep: Class 10 contains 43891 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12501 members 
Mstep: Class 14 contains 51933 members 
Mstep: Class 15 contains 44514 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 43705 members 
Mstep: Class 19 contains 47186 members 
Mstep: Class 20 contains 16265 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 37620 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 13577 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 36190 members 
Mstep: Class 27 contains 47817 members 
Mstep: Class 28 contains 10279 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44047 members 
Mstep: Class 32 contains 49365 members 
Mstep: Class 33 contains 72617 members 
Mstep: Class 34 contains 53846 members 
Mstep: Class 35 contains 42033 members 
Mstep: Class 36 contains 39220 members 
Mstep: Class 37 contains 39758 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46356 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408848.000000 Penalty: 138191.531250
Iteration 128Q: 41 clusters Score -1.964088e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 46804 members 
Mstep: Class 3 contains 42952 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 32405 members 
Mstep: Class 7 contains 51794 members 
Mstep: Class 8 contains 14149 members 
Mstep: Class 9 contains 42037 members 
Mstep: Class 10 contains 43885 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12498 members 
Mstep: Class 14 contains 51925 members 
Mstep: Class 15 contains 44573 members 
Mstep: Class 16 contains 10247 members 
Mstep: Class 17 contains 43894 members 
Mstep: Class 18 contains 43709 members 
Mstep: Class 19 contains 47205 members 
Mstep: Class 20 contains 16264 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 37545 members 
Mstep: Class 23 contains 8289 members 
Mstep: Class 24 contains 13576 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 36505 members 
Mstep: Class 27 contains 47801 members 
Mstep: Class 28 contains 10280 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44045 members 
Mstep: Class 32 contains 49364 members 
Mstep: Class 33 contains 72607 members 
Mstep: Class 34 contains 53872 members 
Mstep: Class 35 contains 42095 members 
Mstep: Class 36 contains 39128 members 
Mstep: Class 37 contains 39762 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46363 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408912.000000 Penalty: 138191.531250
Iteration 129Q: 41 clusters Score -1.964089e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 46918 members 
Mstep: Class 3 contains 42931 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 32084 members 
Mstep: Class 7 contains 51811 members 
Mstep: Class 8 contains 14155 members 
Mstep: Class 9 contains 42036 members 
Mstep: Class 10 contains 43901 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12497 members 
Mstep: Class 14 contains 51920 members 
Mstep: Class 15 contains 44619 members 
Mstep: Class 16 contains 10246 members 
Mstep: Class 17 contains 43856 members 
Mstep: Class 18 contains 43706 members 
Mstep: Class 19 contains 47226 members 
Mstep: Class 20 contains 16259 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 37443 members 
Mstep: Class 23 contains 8289 members 
Mstep: Class 24 contains 13569 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 36808 members 
Mstep: Class 27 contains 47777 members 
Mstep: Class 28 contains 10277 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44043 members 
Mstep: Class 32 contains 49364 members 
Mstep: Class 33 contains 72606 members 
Mstep: Class 34 contains 53907 members 
Mstep: Class 35 contains 42146 members 
Mstep: Class 36 contains 39054 members 
Mstep: Class 37 contains 39759 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46366 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408896.000000 Penalty: 138191.531250
Iteration 130Q: 41 clusters Score -1.964089e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 47004 members 
Mstep: Class 3 contains 42887 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 31777 members 
Mstep: Class 7 contains 51813 members 
Mstep: Class 8 contains 14160 members 
Mstep: Class 9 contains 42027 members 
Mstep: Class 10 contains 43902 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12502 members 
Mstep: Class 14 contains 51912 members 
Mstep: Class 15 contains 44681 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 43669 members 
Mstep: Class 19 contains 47225 members 
Mstep: Class 20 contains 16261 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 13573 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 37159 members 
Mstep: Class 27 contains 47765 members 
Mstep: Class 28 contains 10275 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44056 members 
Mstep: Class 32 contains 49362 members 
Mstep: Class 33 contains 72611 members 
Mstep: Class 34 contains 53921 members 
Mstep: Class 35 contains 42230 members 
Mstep: Class 36 contains 38983 members 
Mstep: Class 37 contains 39757 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46370 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409296.000000 Penalty: 138191.531250
Iteration 131Q: 41 clusters Score -1.964093e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 47077 members 
Mstep: Class 3 contains 42852 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 31491 members 
Mstep: Class 7 contains 51803 members 
Mstep: Class 8 contains 14152 members 
Mstep: Class 9 contains 42023 members 
Mstep: Class 10 contains 43903 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12503 members 
Mstep: Class 14 contains 51890 members 
Mstep: Class 15 contains 44738 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 43625 members 
Mstep: Class 19 contains 47212 members 
Mstep: Class 20 contains 16252 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 37219 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13567 members 
Mstep: Class 25 contains 1715 members 
Mstep: Class 26 contains 37507 members 
Mstep: Class 27 contains 47744 members 
Mstep: Class 28 contains 10274 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44059 members 
Mstep: Class 32 contains 49359 members 
Mstep: Class 33 contains 72623 members 
Mstep: Class 34 contains 53922 members 
Mstep: Class 35 contains 42335 members 
Mstep: Class 36 contains 38930 members 
Mstep: Class 37 contains 39755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46398 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409408.000000 Penalty: 138191.531250
Iteration 132Q: 41 clusters Score -1.964094e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 47142 members 
Mstep: Class 3 contains 42852 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 31215 members 
Mstep: Class 7 contains 51804 members 
Mstep: Class 8 contains 14146 members 
Mstep: Class 9 contains 42017 members 
Mstep: Class 10 contains 43913 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 44792 members 
Mstep: Class 16 contains 10241 members 
Mstep: Class 17 contains 43813 members 
Mstep: Class 18 contains 43606 members 
Mstep: Class 19 contains 47180 members 
Mstep: Class 20 contains 16248 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 37106 members 
Mstep: Class 23 contains 8295 members 
Mstep: Class 24 contains 13569 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 37838 members 
Mstep: Class 27 contains 47716 members 
Mstep: Class 28 contains 10276 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44057 members 
Mstep: Class 32 contains 49354 members 
Mstep: Class 33 contains 72631 members 
Mstep: Class 34 contains 53930 members 
Mstep: Class 35 contains 42384 members 
Mstep: Class 36 contains 38889 members 
Mstep: Class 37 contains 39743 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46417 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409152.000000 Penalty: 138191.531250
Iteration 133Q: 41 clusters Score -1.964092e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 47219 members 
Mstep: Class 3 contains 42834 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 30913 members 
Mstep: Class 7 contains 51800 members 
Mstep: Class 8 contains 14141 members 
Mstep: Class 9 contains 42011 members 
Mstep: Class 10 contains 43931 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 51875 members 
Mstep: Class 15 contains 44833 members 
Mstep: Class 16 contains 10238 members 
Mstep: Class 17 contains 43807 members 
Mstep: Class 18 contains 43638 members 
Mstep: Class 19 contains 47135 members 
Mstep: Class 20 contains 16250 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 37008 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13576 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 38184 members 
Mstep: Class 27 contains 47686 members 
Mstep: Class 28 contains 10276 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44047 members 
Mstep: Class 32 contains 49348 members 
Mstep: Class 33 contains 72636 members 
Mstep: Class 34 contains 53963 members 
Mstep: Class 35 contains 42411 members 
Mstep: Class 36 contains 38839 members 
Mstep: Class 37 contains 39732 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46418 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409616.000000 Penalty: 138191.531250
Iteration 134Q: 41 clusters Score -1.964096e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 47263 members 
Mstep: Class 3 contains 42814 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 30620 members 
Mstep: Class 7 contains 51808 members 
Mstep: Class 8 contains 14132 members 
Mstep: Class 9 contains 42006 members 
Mstep: Class 10 contains 43946 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 51877 members 
Mstep: Class 15 contains 44867 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 43796 members 
Mstep: Class 18 contains 43680 members 
Mstep: Class 19 contains 47103 members 
Mstep: Class 20 contains 16247 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 36899 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 13576 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 38532 members 
Mstep: Class 27 contains 47644 members 
Mstep: Class 28 contains 10276 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44037 members 
Mstep: Class 32 contains 49343 members 
Mstep: Class 33 contains 72647 members 
Mstep: Class 34 contains 53998 members 
Mstep: Class 35 contains 42446 members 
Mstep: Class 36 contains 38793 members 
Mstep: Class 37 contains 39723 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46424 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409328.000000 Penalty: 138191.531250
Iteration 135Q: 41 clusters Score -1.964093e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 47301 members 
Mstep: Class 3 contains 42807 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 30338 members 
Mstep: Class 7 contains 51800 members 
Mstep: Class 8 contains 14130 members 
Mstep: Class 9 contains 42001 members 
Mstep: Class 10 contains 43962 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12526 members 
Mstep: Class 14 contains 51863 members 
Mstep: Class 15 contains 44904 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 43788 members 
Mstep: Class 18 contains 43739 members 
Mstep: Class 19 contains 47079 members 
Mstep: Class 20 contains 16245 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 36762 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 13566 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 38898 members 
Mstep: Class 27 contains 47633 members 
Mstep: Class 28 contains 10274 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44035 members 
Mstep: Class 32 contains 49340 members 
Mstep: Class 33 contains 72647 members 
Mstep: Class 34 contains 54031 members 
Mstep: Class 35 contains 42442 members 
Mstep: Class 36 contains 38754 members 
Mstep: Class 37 contains 39723 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46422 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409200.000000 Penalty: 138191.531250
Iteration 136Q: 41 clusters Score -1.964092e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 47326 members 
Mstep: Class 3 contains 42788 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 30032 members 
Mstep: Class 7 contains 51801 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41991 members 
Mstep: Class 10 contains 43985 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 51865 members 
Mstep: Class 15 contains 44955 members 
Mstep: Class 16 contains 10238 members 
Mstep: Class 17 contains 43789 members 
Mstep: Class 18 contains 43789 members 
Mstep: Class 19 contains 47082 members 
Mstep: Class 20 contains 16243 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 36638 members 
Mstep: Class 23 contains 8296 members 
Mstep: Class 24 contains 13564 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 39253 members 
Mstep: Class 27 contains 47631 members 
Mstep: Class 28 contains 10275 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44040 members 
Mstep: Class 32 contains 49337 members 
Mstep: Class 33 contains 72642 members 
Mstep: Class 34 contains 54036 members 
Mstep: Class 35 contains 42448 members 
Mstep: Class 36 contains 38708 members 
Mstep: Class 37 contains 39711 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46419 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409456.000000 Penalty: 138191.531250
Iteration 137Q: 41 clusters Score -1.964095e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 47378 members 
Mstep: Class 3 contains 42764 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 29724 members 
Mstep: Class 7 contains 51804 members 
Mstep: Class 8 contains 14120 members 
Mstep: Class 9 contains 41977 members 
Mstep: Class 10 contains 44003 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 14 contains 51860 members 
Mstep: Class 15 contains 45014 members 
Mstep: Class 16 contains 10238 members 
Mstep: Class 17 contains 43775 members 
Mstep: Class 18 contains 43837 members 
Mstep: Class 19 contains 47079 members 
Mstep: Class 20 contains 16237 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 36519 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13563 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 39589 members 
Mstep: Class 27 contains 47629 members 
Mstep: Class 28 contains 10274 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44063 members 
Mstep: Class 32 contains 49334 members 
Mstep: Class 33 contains 72663 members 
Mstep: Class 34 contains 54051 members 
Mstep: Class 35 contains 42447 members 
Mstep: Class 36 contains 38662 members 
Mstep: Class 37 contains 39710 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46409 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409472.000000 Penalty: 138191.531250
Iteration 138Q: 41 clusters Score -1.964095e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 47459 members 
Mstep: Class 3 contains 42739 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 29396 members 
Mstep: Class 7 contains 51796 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 41974 members 
Mstep: Class 10 contains 43999 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12510 members 
Mstep: Class 14 contains 51851 members 
Mstep: Class 15 contains 45080 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 43922 members 
Mstep: Class 19 contains 47079 members 
Mstep: Class 20 contains 16231 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 36393 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13564 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 39935 members 
Mstep: Class 27 contains 47613 members 
Mstep: Class 28 contains 10276 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44065 members 
Mstep: Class 32 contains 49336 members 
Mstep: Class 33 contains 72656 members 
Mstep: Class 34 contains 54053 members 
Mstep: Class 35 contains 42432 members 
Mstep: Class 36 contains 38634 members 
Mstep: Class 37 contains 39706 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46418 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409312.000000 Penalty: 138191.531250
Iteration 139Q: 41 clusters Score -1.964093e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 47525 members 
Mstep: Class 3 contains 42728 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 29048 members 
Mstep: Class 7 contains 51806 members 
Mstep: Class 8 contains 14116 members 
Mstep: Class 9 contains 41974 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 51840 members 
Mstep: Class 15 contains 45133 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 43723 members 
Mstep: Class 18 contains 43987 members 
Mstep: Class 19 contains 47074 members 
Mstep: Class 20 contains 16235 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 36259 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 13566 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 40310 members 
Mstep: Class 27 contains 47607 members 
Mstep: Class 28 contains 10276 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44071 members 
Mstep: Class 32 contains 49336 members 
Mstep: Class 33 contains 72661 members 
Mstep: Class 34 contains 54082 members 
Mstep: Class 35 contains 42410 members 
Mstep: Class 36 contains 38594 members 
Mstep: Class 37 contains 39697 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46431 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409632.000000 Penalty: 138191.531250
Iteration 140F: 41 clusters Score -1.964096e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 47581 members 
Mstep: Class 3 contains 42718 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 51794 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 41975 members 
Mstep: Class 10 contains 43988 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12504 members 
Mstep: Class 14 contains 51834 members 
Mstep: Class 15 contains 45179 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 43706 members 
Mstep: Class 18 contains 44027 members 
Mstep: Class 19 contains 47085 members 
Mstep: Class 20 contains 16230 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 36143 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13574 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 40640 members 
Mstep: Class 27 contains 47593 members 
Mstep: Class 28 contains 10280 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44076 members 
Mstep: Class 32 contains 49331 members 
Mstep: Class 33 contains 72674 members 
Mstep: Class 34 contains 54106 members 
Mstep: Class 35 contains 42424 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 39694 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46420 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409312.000000 Penalty: 138191.531250
Iteration 141Q: 41 clusters Score -1.964093e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 47642 members 
Mstep: Class 3 contains 42710 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2834 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 51777 members 
Mstep: Class 8 contains 14111 members 
Mstep: Class 9 contains 41976 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51834 members 
Mstep: Class 15 contains 45215 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 43692 members 
Mstep: Class 18 contains 44064 members 
Mstep: Class 19 contains 47091 members 
Mstep: Class 20 contains 16229 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 35981 members 
Mstep: Class 23 contains 8297 members 
Mstep: Class 24 contains 13582 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 41006 members 
Mstep: Class 27 contains 47565 members 
Mstep: Class 28 contains 10283 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 44079 members 
Mstep: Class 32 contains 49330 members 
Mstep: Class 33 contains 72681 members 
Mstep: Class 34 contains 54134 members 
Mstep: Class 35 contains 42452 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 39673 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46442 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409680.000000 Penalty: 138191.531250
Iteration 142Q: 41 clusters Score -1.964097e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 47627 members 
Mstep: Class 3 contains 42706 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 28206 members 
Mstep: Class 7 contains 51747 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 41973 members 
Mstep: Class 10 contains 44013 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 51845 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 43643 members 
Mstep: Class 18 contains 44085 members 
Mstep: Class 19 contains 47090 members 
Mstep: Class 20 contains 16230 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 35848 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 41360 members 
Mstep: Class 27 contains 47524 members 
Mstep: Class 28 contains 10284 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44096 members 
Mstep: Class 32 contains 49322 members 
Mstep: Class 33 contains 72697 members 
Mstep: Class 34 contains 54160 members 
Mstep: Class 35 contains 42450 members 
Mstep: Class 36 contains 38498 members 
Mstep: Class 37 contains 39675 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46456 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409840.000000 Penalty: 138191.531250
Iteration 143Q: 41 clusters Score -1.964098e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 47587 members 
Mstep: Class 3 contains 42716 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 28015 members 
Mstep: Class 7 contains 51729 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 41968 members 
Mstep: Class 10 contains 44034 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 12482 members 
Mstep: Class 14 contains 51856 members 
Mstep: Class 15 contains 45298 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 43610 members 
Mstep: Class 18 contains 44136 members 
Mstep: Class 19 contains 47077 members 
Mstep: Class 20 contains 16228 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 35730 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 13599 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 41696 members 
Mstep: Class 27 contains 47479 members 
Mstep: Class 28 contains 10284 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44089 members 
Mstep: Class 32 contains 49320 members 
Mstep: Class 33 contains 72699 members 
Mstep: Class 34 contains 54199 members 
Mstep: Class 35 contains 42459 members 
Mstep: Class 36 contains 38471 members 
Mstep: Class 37 contains 39662 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46459 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409680.000000 Penalty: 138191.531250
Iteration 144Q: 41 clusters Score -1.964097e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 47474 members 
Mstep: Class 3 contains 42715 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 27869 members 
Mstep: Class 7 contains 51695 members 
Mstep: Class 8 contains 14123 members 
Mstep: Class 9 contains 41971 members 
Mstep: Class 10 contains 44063 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 12475 members 
Mstep: Class 14 contains 51852 members 
Mstep: Class 15 contains 45324 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 43586 members 
Mstep: Class 18 contains 44213 members 
Mstep: Class 19 contains 47069 members 
Mstep: Class 20 contains 16224 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 35641 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 13604 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 42008 members 
Mstep: Class 27 contains 47429 members 
Mstep: Class 28 contains 10285 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44083 members 
Mstep: Class 32 contains 49315 members 
Mstep: Class 33 contains 72714 members 
Mstep: Class 34 contains 54219 members 
Mstep: Class 35 contains 42448 members 
Mstep: Class 36 contains 38458 members 
Mstep: Class 37 contains 39660 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46467 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409680.000000 Penalty: 138191.531250
Iteration 145Q: 41 clusters Score -1.964097e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 47359 members 
Mstep: Class 3 contains 42709 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 27726 members 
Mstep: Class 7 contains 51670 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41979 members 
Mstep: Class 10 contains 44088 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 12469 members 
Mstep: Class 14 contains 51852 members 
Mstep: Class 15 contains 45356 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 43564 members 
Mstep: Class 18 contains 44251 members 
Mstep: Class 19 contains 47074 members 
Mstep: Class 20 contains 16221 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 35563 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 13611 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 42329 members 
Mstep: Class 27 contains 47404 members 
Mstep: Class 28 contains 10287 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44068 members 
Mstep: Class 32 contains 49309 members 
Mstep: Class 33 contains 72707 members 
Mstep: Class 34 contains 54233 members 
Mstep: Class 35 contains 42426 members 
Mstep: Class 36 contains 38453 members 
Mstep: Class 37 contains 39662 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46486 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409888.000000 Penalty: 138191.531250
Iteration 146Q: 41 clusters Score -1.964099e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 47291 members 
Mstep: Class 3 contains 42699 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 27612 members 
Mstep: Class 7 contains 51655 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41980 members 
Mstep: Class 10 contains 44096 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12471 members 
Mstep: Class 14 contains 51835 members 
Mstep: Class 15 contains 45376 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 43555 members 
Mstep: Class 18 contains 44258 members 
Mstep: Class 19 contains 47064 members 
Mstep: Class 20 contains 16213 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 35509 members 
Mstep: Class 23 contains 8299 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 42611 members 
Mstep: Class 27 contains 47377 members 
Mstep: Class 28 contains 10288 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44038 members 
Mstep: Class 32 contains 49307 members 
Mstep: Class 33 contains 72704 members 
Mstep: Class 34 contains 54259 members 
Mstep: Class 35 contains 42445 members 
Mstep: Class 36 contains 38428 members 
Mstep: Class 37 contains 39655 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46507 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409904.000000 Penalty: 138191.531250
Iteration 147Q: 41 clusters Score -1.964099e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 47217 members 
Mstep: Class 3 contains 42684 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 27509 members 
Mstep: Class 7 contains 51644 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 41983 members 
Mstep: Class 10 contains 44118 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12478 members 
Mstep: Class 14 contains 51840 members 
Mstep: Class 15 contains 45386 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 43534 members 
Mstep: Class 18 contains 44267 members 
Mstep: Class 19 contains 47056 members 
Mstep: Class 20 contains 16210 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 35468 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 42850 members 
Mstep: Class 27 contains 47362 members 
Mstep: Class 28 contains 10286 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 44034 members 
Mstep: Class 32 contains 49301 members 
Mstep: Class 33 contains 72699 members 
Mstep: Class 34 contains 54297 members 
Mstep: Class 35 contains 42440 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 39651 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46523 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409888.000000 Penalty: 138191.531250
Iteration 148Q: 41 clusters Score -1.964099e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 47138 members 
Mstep: Class 3 contains 42649 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 27450 members 
Mstep: Class 7 contains 51626 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 41986 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12477 members 
Mstep: Class 14 contains 51846 members 
Mstep: Class 15 contains 45399 members 
Mstep: Class 16 contains 10234 members 
Mstep: Class 17 contains 43542 members 
Mstep: Class 18 contains 44305 members 
Mstep: Class 19 contains 47038 members 
Mstep: Class 20 contains 16210 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 35447 members 
Mstep: Class 23 contains 8297 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 47322 members 
Mstep: Class 28 contains 10285 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44021 members 
Mstep: Class 32 contains 49296 members 
Mstep: Class 33 contains 72701 members 
Mstep: Class 34 contains 54310 members 
Mstep: Class 35 contains 42425 members 
Mstep: Class 36 contains 38377 members 
Mstep: Class 37 contains 39647 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46544 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410016.000000 Penalty: 138191.531250
Iteration 149Q: 41 clusters Score -1.9641e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 47062 members 
Mstep: Class 3 contains 42613 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 27414 members 
Mstep: Class 7 contains 51619 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 41991 members 
Mstep: Class 10 contains 44150 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12482 members 
Mstep: Class 14 contains 51854 members 
Mstep: Class 15 contains 45414 members 
Mstep: Class 16 contains 10233 members 
Mstep: Class 17 contains 43535 members 
Mstep: Class 18 contains 44367 members 
Mstep: Class 19 contains 47016 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 35409 members 
Mstep: Class 23 contains 8296 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 43258 members 
Mstep: Class 27 contains 47277 members 
Mstep: Class 28 contains 10285 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44016 members 
Mstep: Class 32 contains 49295 members 
Mstep: Class 33 contains 72684 members 
Mstep: Class 34 contains 54321 members 
Mstep: Class 35 contains 42407 members 
Mstep: Class 36 contains 38359 members 
Mstep: Class 37 contains 39647 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46568 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410128.000000 Penalty: 138191.531250
Iteration 150Q: 41 clusters Score -1.964101e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 46998 members 
Mstep: Class 3 contains 42584 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 27378 members 
Mstep: Class 7 contains 51590 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 41990 members 
Mstep: Class 10 contains 44184 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 51862 members 
Mstep: Class 15 contains 45427 members 
Mstep: Class 16 contains 10232 members 
Mstep: Class 17 contains 43535 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 47021 members 
Mstep: Class 20 contains 16198 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 35365 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 13634 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 43412 members 
Mstep: Class 27 contains 47241 members 
Mstep: Class 28 contains 10285 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 44002 members 
Mstep: Class 32 contains 49295 members 
Mstep: Class 33 contains 72675 members 
Mstep: Class 34 contains 54330 members 
Mstep: Class 35 contains 42399 members 
Mstep: Class 36 contains 38346 members 
Mstep: Class 37 contains 39651 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46587 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410432.000000 Penalty: 138191.531250
Iteration 151Q: 41 clusters Score -1.964104e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 46973 members 
Mstep: Class 3 contains 42559 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 27338 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 14116 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 44198 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12481 members 
Mstep: Class 14 contains 51862 members 
Mstep: Class 15 contains 45445 members 
Mstep: Class 16 contains 10231 members 
Mstep: Class 17 contains 43530 members 
Mstep: Class 18 contains 44452 members 
Mstep: Class 19 contains 47026 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 35331 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 13640 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 43569 members 
Mstep: Class 27 contains 47221 members 
Mstep: Class 28 contains 10286 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43974 members 
Mstep: Class 32 contains 49292 members 
Mstep: Class 33 contains 72663 members 
Mstep: Class 34 contains 54335 members 
Mstep: Class 35 contains 42371 members 
Mstep: Class 36 contains 38345 members 
Mstep: Class 37 contains 39653 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46604 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410240.000000 Penalty: 138191.531250
Iteration 152Q: 41 clusters Score -1.964102e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 46981 members 
Mstep: Class 3 contains 42529 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 27306 members 
Mstep: Class 7 contains 51522 members 
Mstep: Class 8 contains 14111 members 
Mstep: Class 9 contains 42001 members 
Mstep: Class 10 contains 44228 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12482 members 
Mstep: Class 14 contains 51864 members 
Mstep: Class 15 contains 45468 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 43534 members 
Mstep: Class 18 contains 44496 members 
Mstep: Class 19 contains 47040 members 
Mstep: Class 20 contains 16186 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 35281 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 13649 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 43693 members 
Mstep: Class 27 contains 47197 members 
Mstep: Class 28 contains 10288 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43943 members 
Mstep: Class 32 contains 49286 members 
Mstep: Class 33 contains 72631 members 
Mstep: Class 34 contains 54337 members 
Mstep: Class 35 contains 42369 members 
Mstep: Class 36 contains 38345 members 
Mstep: Class 37 contains 39648 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46609 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410048.000000 Penalty: 138191.531250
Iteration 153Q: 41 clusters Score -1.9641e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 47013 members 
Mstep: Class 3 contains 42500 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 51498 members 
Mstep: Class 8 contains 14107 members 
Mstep: Class 9 contains 42007 members 
Mstep: Class 10 contains 44250 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12479 members 
Mstep: Class 14 contains 51854 members 
Mstep: Class 15 contains 45488 members 
Mstep: Class 16 contains 10227 members 
Mstep: Class 17 contains 43531 members 
Mstep: Class 18 contains 44548 members 
Mstep: Class 19 contains 47039 members 
Mstep: Class 20 contains 16176 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 35216 members 
Mstep: Class 23 contains 8290 members 
Mstep: Class 24 contains 13648 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 43813 members 
Mstep: Class 27 contains 47176 members 
Mstep: Class 28 contains 10293 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43916 members 
Mstep: Class 32 contains 49278 members 
Mstep: Class 33 contains 72601 members 
Mstep: Class 34 contains 54346 members 
Mstep: Class 35 contains 42368 members 
Mstep: Class 36 contains 38343 members 
Mstep: Class 37 contains 39640 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46609 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410208.000000 Penalty: 138191.531250
Iteration 154Q: 41 clusters Score -1.964102e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 46995 members 
Mstep: Class 3 contains 42487 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 27318 members 
Mstep: Class 7 contains 51474 members 
Mstep: Class 8 contains 14113 members 
Mstep: Class 9 contains 42008 members 
Mstep: Class 10 contains 44264 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12477 members 
Mstep: Class 14 contains 51866 members 
Mstep: Class 15 contains 45510 members 
Mstep: Class 16 contains 10223 members 
Mstep: Class 17 contains 43521 members 
Mstep: Class 18 contains 44609 members 
Mstep: Class 19 contains 47034 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 35139 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 13649 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 43925 members 
Mstep: Class 27 contains 47138 members 
Mstep: Class 28 contains 10298 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43901 members 
Mstep: Class 32 contains 49271 members 
Mstep: Class 33 contains 72583 members 
Mstep: Class 34 contains 54359 members 
Mstep: Class 35 contains 42351 members 
Mstep: Class 36 contains 38334 members 
Mstep: Class 37 contains 39630 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46614 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410368.000000 Penalty: 138191.531250
Iteration 155Q: 41 clusters Score -1.964104e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 46986 members 
Mstep: Class 3 contains 42464 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 27324 members 
Mstep: Class 7 contains 51447 members 
Mstep: Class 8 contains 14120 members 
Mstep: Class 9 contains 42006 members 
Mstep: Class 10 contains 44299 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12479 members 
Mstep: Class 14 contains 51853 members 
Mstep: Class 15 contains 45537 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 43515 members 
Mstep: Class 18 contains 44674 members 
Mstep: Class 19 contains 47023 members 
Mstep: Class 20 contains 16161 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 35052 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 13648 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44061 members 
Mstep: Class 27 contains 47091 members 
Mstep: Class 28 contains 10301 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43875 members 
Mstep: Class 32 contains 49269 members 
Mstep: Class 33 contains 72582 members 
Mstep: Class 34 contains 54358 members 
Mstep: Class 35 contains 42317 members 
Mstep: Class 36 contains 38327 members 
Mstep: Class 37 contains 39635 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46629 members 
Mstep: Class 40 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410656.000000 Penalty: 138191.531250
Iteration 156Q: 41 clusters Score -1.964107e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 47005 members 
Mstep: Class 3 contains 42449 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 27332 members 
Mstep: Class 7 contains 51425 members 
Mstep: Class 8 contains 14120 members 
Mstep: Class 9 contains 42011 members 
Mstep: Class 10 contains 44329 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12484 members 
Mstep: Class 14 contains 51846 members 
Mstep: Class 15 contains 45554 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 43513 members 
Mstep: Class 18 contains 44688 members 
Mstep: Class 19 contains 47011 members 
Mstep: Class 20 contains 16161 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 34965 members 
Mstep: Class 23 contains 8291 members 
Mstep: Class 24 contains 13652 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44204 members 
Mstep: Class 27 contains 47035 members 
Mstep: Class 28 contains 10305 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43847 members 
Mstep: Class 32 contains 49266 members 
Mstep: Class 33 contains 72561 members 
Mstep: Class 34 contains 54370 members 
Mstep: Class 35 contains 42306 members 
Mstep: Class 36 contains 38311 members 
Mstep: Class 37 contains 39638 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46646 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410832.000000 Penalty: 138191.531250
Iteration 157Q: 41 clusters Score -1.964108e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 47017 members 
Mstep: Class 3 contains 42437 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 27342 members 
Mstep: Class 7 contains 51398 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 42007 members 
Mstep: Class 10 contains 44355 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 51821 members 
Mstep: Class 15 contains 45570 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 43520 members 
Mstep: Class 18 contains 44727 members 
Mstep: Class 19 contains 46995 members 
Mstep: Class 20 contains 16160 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34886 members 
Mstep: Class 23 contains 8290 members 
Mstep: Class 24 contains 13651 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44337 members 
Mstep: Class 27 contains 46986 members 
Mstep: Class 28 contains 10308 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43826 members 
Mstep: Class 32 contains 49266 members 
Mstep: Class 33 contains 72537 members 
Mstep: Class 34 contains 54379 members 
Mstep: Class 35 contains 42282 members 
Mstep: Class 36 contains 38304 members 
Mstep: Class 37 contains 39639 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46665 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410528.000000 Penalty: 138191.531250
Iteration 158Q: 41 clusters Score -1.964105e+08 nChanged 2017
Entering ConstructFrom: 
Score: -196410528.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (16400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Entering Unmasked Estep 
Score: -2886546.500000 Penalty: 2406.848877
	Iteration 0F: 2 clusters Score -2886546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2874856.000000 Penalty: 4813.697754
	Iteration 0F: 3 clusters Score -2874856 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2878687.000000 Penalty: 4813.697754
	Iteration 1F: 3 clusters Score -2878687 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2879127.000000 Penalty: 4813.697754
	Iteration 2F: 3 clusters Score -2879127 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2879554.750000 Penalty: 4813.697754
	Iteration 3F: 3 clusters Score -2879555 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2879981.500000 Penalty: 4813.697754
	Iteration 4F: 3 clusters Score -2879982 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2880449.000000 Penalty: 4813.697754
	Iteration 5F: 3 clusters Score -2880449 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2880938.250000 Penalty: 4813.697754
	Iteration 6F: 3 clusters Score -2880938 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2881428.000000 Penalty: 4813.697754
	Iteration 7F: 3 clusters Score -2881428 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2881882.250000 Penalty: 4813.697754
	Iteration 8Q: 3 clusters Score -2881882 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2882279.250000 Penalty: 4813.697754
	Iteration 9Q: 3 clusters Score -2882279 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2882706.750000 Penalty: 4813.697754
	Iteration 10Q: 3 clusters Score -2882707 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2883108.250000 Penalty: 4813.697754
	Iteration 11Q: 3 clusters Score -2883108 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2883450.000000 Penalty: 4813.697754
	Iteration 12Q: 3 clusters Score -2883450 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2883752.750000 Penalty: 4813.697754
	Iteration 13Q: 3 clusters Score -2883753 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2883968.500000 Penalty: 4813.697754
	Iteration 14Q: 3 clusters Score -2883968 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2884138.250000 Penalty: 4813.697754
	Iteration 15Q: 3 clusters Score -2884138 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2884311.000000 Penalty: 4813.697754
	Iteration 16Q: 3 clusters Score -2884311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2884470.750000 Penalty: 4813.697754
	Iteration 17Q: 3 clusters Score -2884471 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2884604.500000 Penalty: 4813.697754
	Iteration 18Q: 3 clusters Score -2884604 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2884726.250000 Penalty: 4813.697754
	Iteration 19Q: 3 clusters Score -2884726 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2884810.750000 Penalty: 4813.697754
	Iteration 20F: 3 clusters Score -2884811 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2884888.250000 Penalty: 4813.697754
	Iteration 21Q: 3 clusters Score -2884888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2884925.500000 Penalty: 4813.697754
	Iteration 22Q: 3 clusters Score -2884926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2884960.250000 Penalty: 4813.697754
	Iteration 23Q: 3 clusters Score -2884960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2884973.250000 Penalty: 4813.697754
	Iteration 24Q: 3 clusters Score -2884973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2884990.750000 Penalty: 4813.697754
	Iteration 25Q: 3 clusters Score -2884991 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2885011.500000 Penalty: 4813.697754
	Iteration 26Q: 3 clusters Score -2885012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2885008.500000 Penalty: 4813.697754
	Iteration 27Q: 3 clusters Score -2885008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2885008.250000 Penalty: 4813.697754
	Iteration 28Q: 3 clusters Score -2885008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2885013.250000 Penalty: 4813.697754
	Iteration 29Q: 3 clusters Score -2885013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2885017.500000 Penalty: 4813.697754
	Iteration 30Q: 3 clusters Score -2885018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2885014.500000 Penalty: 4813.697754
	Iteration 31Q: 3 clusters Score -2885014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2885013.000000 Penalty: 4813.697754
	Iteration 32Q: 3 clusters Score -2885013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2885012.750000 Penalty: 4813.697754
	Iteration 33Q: 3 clusters Score -2885013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2885012.250000 Penalty: 4813.697754
	Iteration 34Q: 3 clusters Score -2885012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2885011.250000 Penalty: 4813.697754
	Iteration 35Q: 3 clusters Score -2885011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2885015.000000 Penalty: 4813.697754
	Iteration 36Q: 3 clusters Score -2885015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2885015.750000 Penalty: 4813.697754
	Iteration 37Q: 3 clusters Score -2885016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2885016.250000 Penalty: 4813.697754
	Iteration 38Q: 3 clusters Score -2885016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2885016.250000 Penalty: 4813.697754
	Iteration 39F: 3 clusters Score -2885016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Entering Unmasked Estep 
Score: -8521522.000000 Penalty: 2668.191895
	Iteration 0F: 2 clusters Score -8521522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -8491714.000000 Penalty: 5336.383789
	Iteration 0F: 3 clusters Score -8491714 nChanged 21754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -8503481.000000 Penalty: 5336.383789
	Iteration 1F: 3 clusters Score -8503481 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8503941.000000 Penalty: 5336.383789
	Iteration 2Q: 3 clusters Score -8503941 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -8504291.000000 Penalty: 5336.383789
	Iteration 3Q: 3 clusters Score -8504291 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -8504635.000000 Penalty: 5336.383789
	Iteration 4Q: 3 clusters Score -8504635 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8504918.000000 Penalty: 5336.383789
	Iteration 5Q: 3 clusters Score -8504918 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8505262.000000 Penalty: 5336.383789
	Iteration 6Q: 3 clusters Score -8505262 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -8505658.000000 Penalty: 5336.383789
	Iteration 7Q: 3 clusters Score -8505658 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8506123.000000 Penalty: 5336.383789
	Iteration 8Q: 3 clusters Score -8506123 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -8506700.000000 Penalty: 5336.383789
	Iteration 9Q: 3 clusters Score -8506700 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -8507542.000000 Penalty: 5336.383789
	Iteration 10Q: 3 clusters Score -8507542 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -8508902.000000 Penalty: 5336.383789
	Iteration 11Q: 3 clusters Score -8508902 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -8510984.000000 Penalty: 5336.383789
	Iteration 12F: 3 clusters Score -8510984 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -8513336.000000 Penalty: 5336.383789
	Iteration 13F: 3 clusters Score -8513336 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -8515087.000000 Penalty: 5336.383789
	Iteration 14F: 3 clusters Score -8515087 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -8515963.000000 Penalty: 5336.383789
	Iteration 15Q: 3 clusters Score -8515963 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -8516484.000000 Penalty: 5336.383789
	Iteration 16Q: 3 clusters Score -8516484 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8516870.000000 Penalty: 5336.383789
	Iteration 17Q: 3 clusters Score -8516870 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -8517201.000000 Penalty: 5336.383789
	Iteration 18Q: 3 clusters Score -8517201 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -8517494.000000 Penalty: 5336.383789
	Iteration 19Q: 3 clusters Score -8517494 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -8517717.000000 Penalty: 5336.383789
	Iteration 20F: 3 clusters Score -8517717 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -8517923.000000 Penalty: 5336.383789
	Iteration 21Q: 3 clusters Score -8517923 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8518125.000000 Penalty: 5336.383789
	Iteration 22Q: 3 clusters Score -8518125 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -8518228.000000 Penalty: 5336.383789
	Iteration 23Q: 3 clusters Score -8518228 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -8518247.000000 Penalty: 5336.383789
	Iteration 24Q: 3 clusters Score -8518247 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8518321.000000 Penalty: 5336.383789
	Iteration 25Q: 3 clusters Score -8518321 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -8518376.000000 Penalty: 5336.383789
	Iteration 26Q: 3 clusters Score -8518376 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -8518421.000000 Penalty: 5336.383789
	Iteration 27Q: 3 clusters Score -8518421 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -8518437.000000 Penalty: 5336.383789
	Iteration 28Q: 3 clusters Score -8518437 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8518469.000000 Penalty: 5336.383789
	Iteration 29Q: 3 clusters Score -8518469 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -8518533.000000 Penalty: 5336.383789
	Iteration 30Q: 3 clusters Score -8518533 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8518540.000000 Penalty: 5336.383789
	Iteration 31Q: 3 clusters Score -8518540 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -8518581.000000 Penalty: 5336.383789
	Iteration 32Q: 3 clusters Score -8518581 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -8518569.000000 Penalty: 5336.383789
	Iteration 33Q: 3 clusters Score -8518569 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -8518562.000000 Penalty: 5336.383789
	Iteration 34Q: 3 clusters Score -8518562 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -8518571.000000 Penalty: 5336.383789
	Iteration 35Q: 3 clusters Score -8518571 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -8518576.000000 Penalty: 5336.383789
	Iteration 36Q: 3 clusters Score -8518576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -8518581.000000 Penalty: 5336.383789
	Iteration 37Q: 3 clusters Score -8518581 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -8518590.000000 Penalty: 5336.383789
	Iteration 38Q: 3 clusters Score -8518590 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -8518599.000000 Penalty: 5336.383789
	Iteration 39Q: 3 clusters Score -8518599 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -8518601.000000 Penalty: 5336.383789
	Iteration 40F: 3 clusters Score -8518601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -8518604.000000 Penalty: 5336.383789
	Iteration 41Q: 3 clusters Score -8518604 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -8518581.000000 Penalty: 5336.383789
	Iteration 42Q: 3 clusters Score -8518581 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -8518589.000000 Penalty: 5336.383789
	Iteration 43Q: 3 clusters Score -8518589 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -8518605.000000 Penalty: 5336.383789
	Iteration 44Q: 3 clusters Score -8518605 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -8518582.000000 Penalty: 5336.383789
	Iteration 45Q: 3 clusters Score -8518582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -8518573.000000 Penalty: 5336.383789
	Iteration 46Q: 3 clusters Score -8518573 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -8518575.000000 Penalty: 5336.383789
	Iteration 47Q: 3 clusters Score -8518575 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -8518569.000000 Penalty: 5336.383789
	Iteration 48Q: 3 clusters Score -8518569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -8518571.000000 Penalty: 5336.383789
	Iteration 49Q: 3 clusters Score -8518571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -8518561.000000 Penalty: 5336.383789
	Iteration 50Q: 3 clusters Score -8518561 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -8518566.000000 Penalty: 5336.383789
	Iteration 51Q: 3 clusters Score -8518566 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -8518583.000000 Penalty: 5336.383789
	Iteration 52Q: 3 clusters Score -8518583 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -8518593.000000 Penalty: 5336.383789
	Iteration 53Q: 3 clusters Score -8518593 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -8518600.000000 Penalty: 5336.383789
	Iteration 54Q: 3 clusters Score -8518600 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -8518619.000000 Penalty: 5336.383789
	Iteration 55Q: 3 clusters Score -8518619 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -8518626.000000 Penalty: 5336.383789
	Iteration 56Q: 3 clusters Score -8518626 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -8518607.000000 Penalty: 5336.383789
	Iteration 57Q: 3 clusters Score -8518607 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -8518594.000000 Penalty: 5336.383789
	Iteration 58Q: 3 clusters Score -8518594 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -8518582.000000 Penalty: 5336.383789
	Iteration 59Q: 3 clusters Score -8518582 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -8518608.000000 Penalty: 5336.383789
	Iteration 60F: 3 clusters Score -8518608 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -8518635.000000 Penalty: 5336.383789
	Iteration 61Q: 3 clusters Score -8518635 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -8518663.000000 Penalty: 5336.383789
	Iteration 62Q: 3 clusters Score -8518663 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -8518692.000000 Penalty: 5336.383789
	Iteration 63Q: 3 clusters Score -8518692 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -8518727.000000 Penalty: 5336.383789
	Iteration 64Q: 3 clusters Score -8518727 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -8518760.000000 Penalty: 5336.383789
	Iteration 65Q: 3 clusters Score -8518760 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -8518750.000000 Penalty: 5336.383789
	Iteration 66Q: 3 clusters Score -8518750 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -8518770.000000 Penalty: 5336.383789
	Iteration 67Q: 3 clusters Score -8518770 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -8518807.000000 Penalty: 5336.383789
	Iteration 68Q: 3 clusters Score -8518807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -8518863.000000 Penalty: 5336.383789
	Iteration 69Q: 3 clusters Score -8518863 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -8518850.000000 Penalty: 5336.383789
	Iteration 70Q: 3 clusters Score -8518850 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -8518880.000000 Penalty: 5336.383789
	Iteration 71Q: 3 clusters Score -8518880 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -8518924.000000 Penalty: 5336.383789
	Iteration 72Q: 3 clusters Score -8518924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -8518930.000000 Penalty: 5336.383789
	Iteration 73Q: 3 clusters Score -8518930 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -8518920.000000 Penalty: 5336.383789
	Iteration 74Q: 3 clusters Score -8518920 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -8518924.000000 Penalty: 5336.383789
	Iteration 75Q: 3 clusters Score -8518924 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -8518919.000000 Penalty: 5336.383789
	Iteration 76Q: 3 clusters Score -8518919 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8518926.000000 Penalty: 5336.383789
	Iteration 77Q: 3 clusters Score -8518926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -8518966.000000 Penalty: 5336.383789
	Iteration 78Q: 3 clusters Score -8518966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8518992.000000 Penalty: 5336.383789
	Iteration 79Q: 3 clusters Score -8518992 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -8518997.000000 Penalty: 5336.383789
	Iteration 80F: 3 clusters Score -8518997 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8519006.000000 Penalty: 5336.383789
	Iteration 81Q: 3 clusters Score -8519006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8519012.000000 Penalty: 5336.383789
	Iteration 82Q: 3 clusters Score -8519012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -8519025.000000 Penalty: 5336.383789
	Iteration 83Q: 3 clusters Score -8519025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -8519027.000000 Penalty: 5336.383789
	Iteration 84Q: 3 clusters Score -8519027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -8519033.000000 Penalty: 5336.383789
	Iteration 85Q: 3 clusters Score -8519033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -8519042.000000 Penalty: 5336.383789
	Iteration 86Q: 3 clusters Score -8519042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8519040.000000 Penalty: 5336.383789
	Iteration 87Q: 3 clusters Score -8519040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -8519055.000000 Penalty: 5336.383789
	Iteration 88Q: 3 clusters Score -8519055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -8519078.000000 Penalty: 5336.383789
	Iteration 89Q: 3 clusters Score -8519078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -8519086.000000 Penalty: 5336.383789
	Iteration 90Q: 3 clusters Score -8519086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -8519080.000000 Penalty: 5336.383789
	Iteration 91Q: 3 clusters Score -8519080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -8519081.000000 Penalty: 5336.383789
	Iteration 92Q: 3 clusters Score -8519081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8519082.000000 Penalty: 5336.383789
	Iteration 93Q: 3 clusters Score -8519082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -8519062.000000 Penalty: 5336.383789
	Iteration 94Q: 3 clusters Score -8519062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -8519082.000000 Penalty: 5336.383789
	Iteration 95Q: 3 clusters Score -8519082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8519075.000000 Penalty: 5336.383789
	Iteration 96Q: 3 clusters Score -8519075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -8519068.000000 Penalty: 5336.383789
	Iteration 97Q: 3 clusters Score -8519068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -8519076.000000 Penalty: 5336.383789
	Iteration 98Q: 3 clusters Score -8519076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8519066.000000 Penalty: 5336.383789
	Iteration 99Q: 3 clusters Score -8519066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -8519067.000000 Penalty: 5336.383789
	Iteration 100F: 3 clusters Score -8519067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -8519072.000000 Penalty: 5336.383789
	Iteration 101Q: 3 clusters Score -8519072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -8519068.000000 Penalty: 5336.383789
	Iteration 102Q: 3 clusters Score -8519068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -8519072.000000 Penalty: 5336.383789
	Iteration 103Q: 3 clusters Score -8519072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -8519075.000000 Penalty: 5336.383789
	Iteration 104Q: 3 clusters Score -8519075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -8519070.000000 Penalty: 5336.383789
	Iteration 105Q: 3 clusters Score -8519070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -8519067.000000 Penalty: 5336.383789
	Iteration 106Q: 3 clusters Score -8519067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -8519065.000000 Penalty: 5336.383789
	Iteration 107Q: 3 clusters Score -8519065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -8519065.000000 Penalty: 5336.383789
	Iteration 108Q: 3 clusters Score -8519065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -8519063.000000 Penalty: 5336.383789
	Iteration 109Q: 3 clusters Score -8519063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -8519059.000000 Penalty: 5336.383789
	Iteration 110Q: 3 clusters Score -8519059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -8519057.000000 Penalty: 5336.383789
	Iteration 111Q: 3 clusters Score -8519057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8519057.000000 Penalty: 5336.383789
	Iteration 112Q: 3 clusters Score -8519057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -8519060.000000 Penalty: 5336.383789
	Iteration 113Q: 3 clusters Score -8519060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -8519060.000000 Penalty: 5336.383789
	Iteration 114F: 3 clusters Score -8519060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Entering Unmasked Estep 
Score: -7560224.500000 Penalty: 2642.410400
	Iteration 0F: 2 clusters Score -7560224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -7532214.500000 Penalty: 5284.820801
	Iteration 0F: 3 clusters Score -7532214 nChanged 19302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -7542991.000000 Penalty: 5284.820801
	Iteration 1F: 3 clusters Score -7542991 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -7543722.500000 Penalty: 5284.820801
	Iteration 2Q: 3 clusters Score -7543722 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -7544529.000000 Penalty: 5284.820801
	Iteration 3Q: 3 clusters Score -7544529 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -7545397.000000 Penalty: 5284.820801
	Iteration 4Q: 3 clusters Score -7545397 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -7546287.500000 Penalty: 5284.820801
	Iteration 5Q: 3 clusters Score -7546288 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -7547213.000000 Penalty: 5284.820801
	Iteration 6Q: 3 clusters Score -7547213 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -7548116.000000 Penalty: 5284.820801
	Iteration 7Q: 3 clusters Score -7548116 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -7549104.500000 Penalty: 5284.820801
	Iteration 8Q: 3 clusters Score -7549104 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -7550067.500000 Penalty: 5284.820801
	Iteration 9Q: 3 clusters Score -7550068 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -7550965.000000 Penalty: 5284.820801
	Iteration 10Q: 3 clusters Score -7550965 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -7551673.500000 Penalty: 5284.820801
	Iteration 11Q: 3 clusters Score -7551674 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -7552154.000000 Penalty: 5284.820801
	Iteration 12Q: 3 clusters Score -7552154 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -7552441.500000 Penalty: 5284.820801
	Iteration 13Q: 3 clusters Score -7552442 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -7552689.500000 Penalty: 5284.820801
	Iteration 14Q: 3 clusters Score -7552690 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -7552875.000000 Penalty: 5284.820801
	Iteration 15Q: 3 clusters Score -7552875 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7553063.000000 Penalty: 5284.820801
	Iteration 16Q: 3 clusters Score -7553063 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -7553261.000000 Penalty: 5284.820801
	Iteration 17Q: 3 clusters Score -7553261 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -7553494.000000 Penalty: 5284.820801
	Iteration 18Q: 3 clusters Score -7553494 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -7553698.000000 Penalty: 5284.820801
	Iteration 19Q: 3 clusters Score -7553698 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -7553914.000000 Penalty: 5284.820801
	Iteration 20F: 3 clusters Score -7553914 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -7554130.500000 Penalty: 5284.820801
	Iteration 21Q: 3 clusters Score -7554130 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -7554379.000000 Penalty: 5284.820801
	Iteration 22Q: 3 clusters Score -7554379 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -7554652.500000 Penalty: 5284.820801
	Iteration 23Q: 3 clusters Score -7554652 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -7554952.000000 Penalty: 5284.820801
	Iteration 24Q: 3 clusters Score -7554952 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -7555213.000000 Penalty: 5284.820801
	Iteration 25Q: 3 clusters Score -7555213 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -7555475.500000 Penalty: 5284.820801
	Iteration 26Q: 3 clusters Score -7555476 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -7555749.000000 Penalty: 5284.820801
	Iteration 27Q: 3 clusters Score -7555749 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -7556043.500000 Penalty: 5284.820801
	Iteration 28Q: 3 clusters Score -7556044 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7556264.000000 Penalty: 5284.820801
	Iteration 29Q: 3 clusters Score -7556264 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -7556458.500000 Penalty: 5284.820801
	Iteration 30Q: 3 clusters Score -7556458 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -7556636.500000 Penalty: 5284.820801
	Iteration 31Q: 3 clusters Score -7556636 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7556826.500000 Penalty: 5284.820801
	Iteration 32Q: 3 clusters Score -7556826 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7556955.000000 Penalty: 5284.820801
	Iteration 33Q: 3 clusters Score -7556955 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7557078.000000 Penalty: 5284.820801
	Iteration 34Q: 3 clusters Score -7557078 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -7557177.000000 Penalty: 5284.820801
	Iteration 35Q: 3 clusters Score -7557177 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -7557265.000000 Penalty: 5284.820801
	Iteration 36Q: 3 clusters Score -7557265 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -7557317.000000 Penalty: 5284.820801
	Iteration 37Q: 3 clusters Score -7557317 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -7557359.000000 Penalty: 5284.820801
	Iteration 38Q: 3 clusters Score -7557359 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -7557415.500000 Penalty: 5284.820801
	Iteration 39Q: 3 clusters Score -7557416 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -7557421.500000 Penalty: 5284.820801
	Iteration 40F: 3 clusters Score -7557422 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7557457.500000 Penalty: 5284.820801
	Iteration 41Q: 3 clusters Score -7557458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7557480.500000 Penalty: 5284.820801
	Iteration 42Q: 3 clusters Score -7557480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -7557511.500000 Penalty: 5284.820801
	Iteration 43Q: 3 clusters Score -7557512 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -7557532.500000 Penalty: 5284.820801
	Iteration 44Q: 3 clusters Score -7557532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7557527.500000 Penalty: 5284.820801
	Iteration 45Q: 3 clusters Score -7557528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -7557579.000000 Penalty: 5284.820801
	Iteration 46Q: 3 clusters Score -7557579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -7557626.500000 Penalty: 5284.820801
	Iteration 47Q: 3 clusters Score -7557626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -7557655.000000 Penalty: 5284.820801
	Iteration 48Q: 3 clusters Score -7557655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7557698.000000 Penalty: 5284.820801
	Iteration 49Q: 3 clusters Score -7557698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -7557732.000000 Penalty: 5284.820801
	Iteration 50Q: 3 clusters Score -7557732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -7557761.500000 Penalty: 5284.820801
	Iteration 51Q: 3 clusters Score -7557762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7557800.000000 Penalty: 5284.820801
	Iteration 52Q: 3 clusters Score -7557800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7557809.500000 Penalty: 5284.820801
	Iteration 53Q: 3 clusters Score -7557810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7557835.500000 Penalty: 5284.820801
	Iteration 54Q: 3 clusters Score -7557836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -7557847.000000 Penalty: 5284.820801
	Iteration 55Q: 3 clusters Score -7557847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7557852.000000 Penalty: 5284.820801
	Iteration 56Q: 3 clusters Score -7557852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -7557866.000000 Penalty: 5284.820801
	Iteration 57Q: 3 clusters Score -7557866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -7557876.000000 Penalty: 5284.820801
	Iteration 58Q: 3 clusters Score -7557876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -7557904.500000 Penalty: 5284.820801
	Iteration 59Q: 3 clusters Score -7557904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -7557921.000000 Penalty: 5284.820801
	Iteration 60F: 3 clusters Score -7557921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7557947.000000 Penalty: 5284.820801
	Iteration 61Q: 3 clusters Score -7557947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -7557953.000000 Penalty: 5284.820801
	Iteration 62Q: 3 clusters Score -7557953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -7557971.500000 Penalty: 5284.820801
	Iteration 63Q: 3 clusters Score -7557972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -7557989.000000 Penalty: 5284.820801
	Iteration 64Q: 3 clusters Score -7557989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -7557984.000000 Penalty: 5284.820801
	Iteration 65Q: 3 clusters Score -7557984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -7557989.500000 Penalty: 5284.820801
	Iteration 66Q: 3 clusters Score -7557990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -7558004.500000 Penalty: 5284.820801
	Iteration 67Q: 3 clusters Score -7558004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -7558020.500000 Penalty: 5284.820801
	Iteration 68Q: 3 clusters Score -7558020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -7558019.500000 Penalty: 5284.820801
	Iteration 69Q: 3 clusters Score -7558020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -7558018.000000 Penalty: 5284.820801
	Iteration 70Q: 3 clusters Score -7558018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -7558017.500000 Penalty: 5284.820801
	Iteration 71Q: 3 clusters Score -7558018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -7558017.500000 Penalty: 5284.820801
	Iteration 72Q: 3 clusters Score -7558018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -7558023.500000 Penalty: 5284.820801
	Iteration 73Q: 3 clusters Score -7558024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -7558028.500000 Penalty: 5284.820801
	Iteration 74Q: 3 clusters Score -7558028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -7558033.000000 Penalty: 5284.820801
	Iteration 75Q: 3 clusters Score -7558033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -7558035.000000 Penalty: 5284.820801
	Iteration 76Q: 3 clusters Score -7558035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -7558038.500000 Penalty: 5284.820801
	Iteration 77Q: 3 clusters Score -7558038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7558038.500000 Penalty: 5284.820801
	Iteration 78Q: 3 clusters Score -7558038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -7558041.500000 Penalty: 5284.820801
	Iteration 79Q: 3 clusters Score -7558042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -7558050.500000 Penalty: 5284.820801
	Iteration 80F: 3 clusters Score -7558050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -7558053.000000 Penalty: 5284.820801
	Iteration 81Q: 3 clusters Score -7558053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -7558060.500000 Penalty: 5284.820801
	Iteration 82Q: 3 clusters Score -7558060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -7558055.000000 Penalty: 5284.820801
	Iteration 83Q: 3 clusters Score -7558055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -7558057.000000 Penalty: 5284.820801
	Iteration 84Q: 3 clusters Score -7558057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -7558053.500000 Penalty: 5284.820801
	Iteration 85Q: 3 clusters Score -7558054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -7558058.000000 Penalty: 5284.820801
	Iteration 86Q: 3 clusters Score -7558058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -7558061.000000 Penalty: 5284.820801
	Iteration 87Q: 3 clusters Score -7558061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -7558066.500000 Penalty: 5284.820801
	Iteration 88Q: 3 clusters Score -7558066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7558070.000000 Penalty: 5284.820801
	Iteration 89Q: 3 clusters Score -7558070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -7558064.500000 Penalty: 5284.820801
	Iteration 90Q: 3 clusters Score -7558064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -7558072.000000 Penalty: 5284.820801
	Iteration 91Q: 3 clusters Score -7558072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7558072.500000 Penalty: 5284.820801
	Iteration 92Q: 3 clusters Score -7558072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -7558074.000000 Penalty: 5284.820801
	Iteration 93Q: 3 clusters Score -7558074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7558074.000000 Penalty: 5284.820801
	Iteration 94Q: 3 clusters Score -7558074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7558069.500000 Penalty: 5284.820801
	Iteration 95Q: 3 clusters Score -7558070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7558069.500000 Penalty: 5284.820801
	Iteration 96F: 3 clusters Score -7558070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -753391.937500 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -753391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -749197.187500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -749197.2 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -750206.625000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -750206.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -750449.062500 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -750449.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -750641.562500 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -750641.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -750794.937500 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -750794.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -750924.312500 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -750924.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -751051.062500 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -751051.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -751183.250000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -751183.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -751285.000000 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -751285 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -751380.125000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -751380.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -751475.937500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -751475.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -751565.125000 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -751565.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -751640.875000 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -751640.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -751708.250000 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -751708.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -751786.375000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -751786.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -751871.812500 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -751871.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -751961.625000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -751961.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -752069.562500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -752069.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -752195.625000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -752195.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -752291.125000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -752291.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -752358.625000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -752358.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -752421.437500 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -752421.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -752466.375000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -752466.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -752495.250000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -752495.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -752515.125000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -752515.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -752530.250000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -752530.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -752539.750000 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -752539.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -752547.937500 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -752547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -752551.062500 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -752551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -752552.187500 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -752552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -752554.062500 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -752554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -752556.687500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -752556.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -752559.000000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -752559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -752561.000000 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -752561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -752561.062500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -752561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -752562.562500 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -752562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -752563.312500 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -752563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -752562.750000 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -752562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -752562.312500 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -752562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -752562.312500 Penalty: 4164.380859
	Iteration 39F: 3 clusters Score -752562.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -470609.000000 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -470609 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 1426 members 
Entering Unmasked Estep 
Score: -467491.468750 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -467491.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -468204.500000 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -468204.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -468487.000000 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -468487 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -468724.562500 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -468724.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -468915.187500 Penalty: 3940.819580
	Iteration 4F: 3 clusters Score -468915.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -469064.875000 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -469064.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -469152.125000 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -469152.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -469238.281250 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -469238.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -469314.906250 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -469314.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -469381.687500 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -469381.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -469417.718750 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -469417.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -469438.906250 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -469438.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -469456.843750 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -469456.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -469472.187500 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -469472.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -469485.437500 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -469485.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -469493.750000 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -469493.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -469502.406250 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -469502.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -469508.718750 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -469508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -469516.625000 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -469516.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -469523.750000 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -469523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -469530.281250 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -469530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -469537.781250 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -469537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -469543.406250 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -469543.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -469555.062500 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -469555.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -469562.656250 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -469562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -469570.406250 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -469570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -469576.500000 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -469576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -469581.500000 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -469581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -469586.187500 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -469586.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -469589.812500 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -469589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -469592.593750 Penalty: 3940.819580
	Iteration 30Q: 3 clusters Score -469592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -469596.937500 Penalty: 3940.819580
	Iteration 31Q: 3 clusters Score -469596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -469597.750000 Penalty: 3940.819580
	Iteration 32Q: 3 clusters Score -469597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -469599.281250 Penalty: 3940.819580
	Iteration 33Q: 3 clusters Score -469599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -469600.218750 Penalty: 3940.819580
	Iteration 34Q: 3 clusters Score -469600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -469601.281250 Penalty: 3940.819580
	Iteration 35Q: 3 clusters Score -469601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -469602.406250 Penalty: 3940.819580
	Iteration 36Q: 3 clusters Score -469602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -469602.406250 Penalty: 3940.819580
	Iteration 37F: 3 clusters Score -469602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Entering Unmasked Estep 
Score: -4908883.500000 Penalty: 2533.721191
	Iteration 0F: 2 clusters Score -4908884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4890026.000000 Penalty: 5067.442383
	Iteration 0F: 3 clusters Score -4890026 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4896845.000000 Penalty: 5067.442383
	Iteration 1F: 3 clusters Score -4896845 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4897609.000000 Penalty: 5067.442383
	Iteration 2F: 3 clusters Score -4897609 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4898487.500000 Penalty: 5067.442383
	Iteration 3F: 3 clusters Score -4898488 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4899432.000000 Penalty: 5067.442383
	Iteration 4F: 3 clusters Score -4899432 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4900484.500000 Penalty: 5067.442383
	Iteration 5F: 3 clusters Score -4900484 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4901574.500000 Penalty: 5067.442383
	Iteration 6F: 3 clusters Score -4901574 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4902767.000000 Penalty: 5067.442383
	Iteration 7F: 3 clusters Score -4902767 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4903922.000000 Penalty: 5067.442383
	Iteration 8F: 3 clusters Score -4903922 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4905028.500000 Penalty: 5067.442383
	Iteration 9F: 3 clusters Score -4905028 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4905807.500000 Penalty: 5067.442383
	Iteration 10Q: 3 clusters Score -4905808 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4906194.000000 Penalty: 5067.442383
	Iteration 11Q: 3 clusters Score -4906194 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4906397.000000 Penalty: 5067.442383
	Iteration 12Q: 3 clusters Score -4906397 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4906540.000000 Penalty: 5067.442383
	Iteration 13Q: 3 clusters Score -4906540 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4906623.000000 Penalty: 5067.442383
	Iteration 14Q: 3 clusters Score -4906623 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4906652.000000 Penalty: 5067.442383
	Iteration 15Q: 3 clusters Score -4906652 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4906698.500000 Penalty: 5067.442383
	Iteration 16Q: 3 clusters Score -4906698 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4906740.000000 Penalty: 5067.442383
	Iteration 17Q: 3 clusters Score -4906740 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4906773.500000 Penalty: 5067.442383
	Iteration 18Q: 3 clusters Score -4906774 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4906826.500000 Penalty: 5067.442383
	Iteration 19Q: 3 clusters Score -4906826 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4906861.000000 Penalty: 5067.442383
	Iteration 20F: 3 clusters Score -4906861 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4906890.000000 Penalty: 5067.442383
	Iteration 21Q: 3 clusters Score -4906890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4906904.000000 Penalty: 5067.442383
	Iteration 22Q: 3 clusters Score -4906904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4906945.000000 Penalty: 5067.442383
	Iteration 23Q: 3 clusters Score -4906945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4906943.000000 Penalty: 5067.442383
	Iteration 24Q: 3 clusters Score -4906943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4906961.500000 Penalty: 5067.442383
	Iteration 25Q: 3 clusters Score -4906962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4906957.500000 Penalty: 5067.442383
	Iteration 26Q: 3 clusters Score -4906958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4906969.000000 Penalty: 5067.442383
	Iteration 27Q: 3 clusters Score -4906969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4906984.000000 Penalty: 5067.442383
	Iteration 28Q: 3 clusters Score -4906984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4906998.500000 Penalty: 5067.442383
	Iteration 29Q: 3 clusters Score -4906998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4907027.000000 Penalty: 5067.442383
	Iteration 30Q: 3 clusters Score -4907027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4907039.500000 Penalty: 5067.442383
	Iteration 31Q: 3 clusters Score -4907040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4907041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4907056.500000 Penalty: 5067.442383
	Iteration 33Q: 3 clusters Score -4907056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4907053.500000 Penalty: 5067.442383
	Iteration 34Q: 3 clusters Score -4907054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4907054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4907056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4907055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4907064.500000 Penalty: 5067.442383
	Iteration 38Q: 3 clusters Score -4907064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4907073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4907070.000000 Penalty: 5067.442383
	Iteration 40F: 3 clusters Score -4907070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4907077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4907075.500000 Penalty: 5067.442383
	Iteration 42Q: 3 clusters Score -4907076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4907078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4907096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4907094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4907094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4907094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4907096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4907097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4907094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4907104.000000 Penalty: 5067.442383
	Iteration 51Q: 3 clusters Score -4907104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4907121.500000 Penalty: 5067.442383
	Iteration 52Q: 3 clusters Score -4907122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4907128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4907124 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4907118.500000 Penalty: 5067.442383
	Iteration 55Q: 3 clusters Score -4907118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4907130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4907130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4907134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4907138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4907148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4907143.500000 Penalty: 5067.442383
	Iteration 61Q: 3 clusters Score -4907144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4907148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4907155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4907146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4907152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4907157 nChanged 24
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Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4907157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4907159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4907161.500000 Penalty: 5067.442383
	Iteration 69Q: 3 clusters Score -4907162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4907168 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4907174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4907170 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4907169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4907168 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4907167 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4907174 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4907190 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4907192 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4907197 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4907194 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5630 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4907202 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4907201 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4907207 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4907206 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4907212 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4907234 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4907253.500000 Penalty: 5067.442383
	Iteration 87Q: 3 clusters Score -4907254 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4907256 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4907261 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4907264 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4907266 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4907272 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4907266 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4907274 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4907275 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4907283 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4907282 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4907286 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4907291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4907294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4907303.000000 Penalty: 5067.442383
	Iteration 101Q: 3 clusters Score -4907303 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4907307.500000 Penalty: 5067.442383
	Iteration 102Q: 3 clusters Score -4907308 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4907309.000000 Penalty: 5067.442383
	Iteration 103Q: 3 clusters Score -4907309 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4907319.500000 Penalty: 5067.442383
	Iteration 104Q: 3 clusters Score -4907320 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4907315.000000 Penalty: 5067.442383
	Iteration 105Q: 3 clusters Score -4907315 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4907317 nChanged 11
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Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4907316 nChanged 14
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Mstep: Class 1 contains 4752 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4907318 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4907309 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4907306 nChanged 14
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4907308 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4907317 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4907312.500000 Penalty: 5067.442383
	Iteration 113Q: 3 clusters Score -4907312 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4907309 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4907315 nChanged 15
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Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4907312 nChanged 7
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4907318 nChanged 4
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Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4907320 nChanged 3
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Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4907321.500000 Penalty: 5067.442383
	Iteration 119Q: 3 clusters Score -4907322 nChanged 4
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Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4907318 nChanged 4
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Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4907318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -4907325.500000 Penalty: 5067.442383
	Iteration 122Q: 3 clusters Score -4907326 nChanged 5
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Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4907327 nChanged 1
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Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4907324.500000 Penalty: 5067.442383
	Iteration 124Q: 3 clusters Score -4907324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4907324.500000 Penalty: 5067.442383
	Iteration 125F: 3 clusters Score -4907324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Entering Unmasked Estep 
Score: -9170763.000000 Penalty: 2690.023193
	Iteration 0F: 2 clusters Score -9170763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -9137583.000000 Penalty: 5380.046387
	Iteration 0F: 3 clusters Score -9137583 nChanged 23891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -9150835.000000 Penalty: 5380.046387
	Iteration 1F: 3 clusters Score -9150835 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -9151477.000000 Penalty: 5380.046387
	Iteration 2Q: 3 clusters Score -9151477 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -9152386.000000 Penalty: 5380.046387
	Iteration 3Q: 3 clusters Score -9152386 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -9153461.000000 Penalty: 5380.046387
	Iteration 4Q: 3 clusters Score -9153461 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -9154888.000000 Penalty: 5380.046387
	Iteration 5Q: 3 clusters Score -9154888 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -9156705.000000 Penalty: 5380.046387
	Iteration 6F: 3 clusters Score -9156705 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -9158808.000000 Penalty: 5380.046387
	Iteration 7F: 3 clusters Score -9158808 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -9160845.000000 Penalty: 5380.046387
	Iteration 8F: 3 clusters Score -9160845 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -9162518.000000 Penalty: 5380.046387
	Iteration 9F: 3 clusters Score -9162518 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -9163909.000000 Penalty: 5380.046387
	Iteration 10Q: 3 clusters Score -9163909 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -9164984.000000 Penalty: 5380.046387
	Iteration 11Q: 3 clusters Score -9164984 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -9165611.000000 Penalty: 5380.046387
	Iteration 12Q: 3 clusters Score -9165611 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -9166081.000000 Penalty: 5380.046387
	Iteration 13Q: 3 clusters Score -9166081 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -9166545.000000 Penalty: 5380.046387
	Iteration 14Q: 3 clusters Score -9166545 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9166891.000000 Penalty: 5380.046387
	Iteration 15Q: 3 clusters Score -9166891 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -9167118.000000 Penalty: 5380.046387
	Iteration 16Q: 3 clusters Score -9167118 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -9167405.000000 Penalty: 5380.046387
	Iteration 17Q: 3 clusters Score -9167405 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9167589.000000 Penalty: 5380.046387
	Iteration 18Q: 3 clusters Score -9167589 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -9167712.000000 Penalty: 5380.046387
	Iteration 19Q: 3 clusters Score -9167712 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9167838.000000 Penalty: 5380.046387
	Iteration 20F: 3 clusters Score -9167838 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9167975.000000 Penalty: 5380.046387
	Iteration 21Q: 3 clusters Score -9167975 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -9168054.000000 Penalty: 5380.046387
	Iteration 22Q: 3 clusters Score -9168054 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9168142.000000 Penalty: 5380.046387
	Iteration 23Q: 3 clusters Score -9168142 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9168179.000000 Penalty: 5380.046387
	Iteration 24Q: 3 clusters Score -9168179 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9168233.000000 Penalty: 5380.046387
	Iteration 25Q: 3 clusters Score -9168233 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9168299.000000 Penalty: 5380.046387
	Iteration 26Q: 3 clusters Score -9168299 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9168347.000000 Penalty: 5380.046387
	Iteration 27Q: 3 clusters Score -9168347 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9168400.000000 Penalty: 5380.046387
	Iteration 28Q: 3 clusters Score -9168400 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9168455.000000 Penalty: 5380.046387
	Iteration 29Q: 3 clusters Score -9168455 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9168469.000000 Penalty: 5380.046387
	Iteration 30Q: 3 clusters Score -9168469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9168493.000000 Penalty: 5380.046387
	Iteration 31Q: 3 clusters Score -9168493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9168507.000000 Penalty: 5380.046387
	Iteration 32Q: 3 clusters Score -9168507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9168511.000000 Penalty: 5380.046387
	Iteration 33Q: 3 clusters Score -9168511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9168530.000000 Penalty: 5380.046387
	Iteration 34Q: 3 clusters Score -9168530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9168547.000000 Penalty: 5380.046387
	Iteration 35Q: 3 clusters Score -9168547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 5380.046387
	Iteration 36Q: 3 clusters Score -9168570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9168551.000000 Penalty: 5380.046387
	Iteration 37Q: 3 clusters Score -9168551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9168570.000000 Penalty: 5380.046387
	Iteration 38Q: 3 clusters Score -9168570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9168581.000000 Penalty: 5380.046387
	Iteration 39Q: 3 clusters Score -9168581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9168588.000000 Penalty: 5380.046387
	Iteration 40F: 3 clusters Score -9168588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9168606.000000 Penalty: 5380.046387
	Iteration 41Q: 3 clusters Score -9168606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9168619.000000 Penalty: 5380.046387
	Iteration 42Q: 3 clusters Score -9168619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9168626.000000 Penalty: 5380.046387
	Iteration 43Q: 3 clusters Score -9168626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9168628.000000 Penalty: 5380.046387
	Iteration 44Q: 3 clusters Score -9168628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9168638.000000 Penalty: 5380.046387
	Iteration 45Q: 3 clusters Score -9168638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9168636.000000 Penalty: 5380.046387
	Iteration 46Q: 3 clusters Score -9168636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9168650.000000 Penalty: 5380.046387
	Iteration 47Q: 3 clusters Score -9168650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9168655.000000 Penalty: 5380.046387
	Iteration 48Q: 3 clusters Score -9168655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9168651.000000 Penalty: 5380.046387
	Iteration 49Q: 3 clusters Score -9168651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9168660.000000 Penalty: 5380.046387
	Iteration 50Q: 3 clusters Score -9168660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9168672.000000 Penalty: 5380.046387
	Iteration 51Q: 3 clusters Score -9168672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9168686.000000 Penalty: 5380.046387
	Iteration 52Q: 3 clusters Score -9168686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9168695.000000 Penalty: 5380.046387
	Iteration 53Q: 3 clusters Score -9168695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9168694.000000 Penalty: 5380.046387
	Iteration 54Q: 3 clusters Score -9168694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9168712.000000 Penalty: 5380.046387
	Iteration 55Q: 3 clusters Score -9168712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9168710.000000 Penalty: 5380.046387
	Iteration 56Q: 3 clusters Score -9168710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9168715.000000 Penalty: 5380.046387
	Iteration 57Q: 3 clusters Score -9168715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9168721.000000 Penalty: 5380.046387
	Iteration 58Q: 3 clusters Score -9168721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9168720.000000 Penalty: 5380.046387
	Iteration 59Q: 3 clusters Score -9168720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9168720.000000 Penalty: 5380.046387
	Iteration 60F: 3 clusters Score -9168720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9168715.000000 Penalty: 5380.046387
	Iteration 61Q: 3 clusters Score -9168715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9168716.000000 Penalty: 5380.046387
	Iteration 62Q: 3 clusters Score -9168716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9168709.000000 Penalty: 5380.046387
	Iteration 63Q: 3 clusters Score -9168709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9168707.000000 Penalty: 5380.046387
	Iteration 64Q: 3 clusters Score -9168707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9168721.000000 Penalty: 5380.046387
	Iteration 65Q: 3 clusters Score -9168721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9168723.000000 Penalty: 5380.046387
	Iteration 66Q: 3 clusters Score -9168723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9168722.000000 Penalty: 5380.046387
	Iteration 67Q: 3 clusters Score -9168722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9168719.000000 Penalty: 5380.046387
	Iteration 68Q: 3 clusters Score -9168719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9168727.000000 Penalty: 5380.046387
	Iteration 69Q: 3 clusters Score -9168727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9168725.000000 Penalty: 5380.046387
	Iteration 70Q: 3 clusters Score -9168725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9168729.000000 Penalty: 5380.046387
	Iteration 71Q: 3 clusters Score -9168729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9168729.000000 Penalty: 5380.046387
	Iteration 72F: 3 clusters Score -9168729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Entering Unmasked Estep 
Score: -2397356.250000 Penalty: 2369.831543
	Iteration 0F: 2 clusters Score -2397356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2386954.750000 Penalty: 4739.663086
	Iteration 0F: 3 clusters Score -2386955 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2390304.750000 Penalty: 4739.663086
	Iteration 1F: 3 clusters Score -2390305 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2390799.750000 Penalty: 4739.663086
	Iteration 2F: 3 clusters Score -2390800 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2391291.250000 Penalty: 4739.663086
	Iteration 3F: 3 clusters Score -2391291 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2391828.500000 Penalty: 4739.663086
	Iteration 4F: 3 clusters Score -2391828 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2392366.250000 Penalty: 4739.663086
	Iteration 5F: 3 clusters Score -2392366 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2392887.250000 Penalty: 4739.663086
	Iteration 6F: 3 clusters Score -2392887 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2393380.500000 Penalty: 4739.663086
	Iteration 7F: 3 clusters Score -2393380 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2393786.250000 Penalty: 4739.663086
	Iteration 8Q: 3 clusters Score -2393786 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2394094.750000 Penalty: 4739.663086
	Iteration 9Q: 3 clusters Score -2394095 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2394306.000000 Penalty: 4739.663086
	Iteration 10Q: 3 clusters Score -2394306 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2394445.000000 Penalty: 4739.663086
	Iteration 11Q: 3 clusters Score -2394445 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2394552.250000 Penalty: 4739.663086
	Iteration 12Q: 3 clusters Score -2394552 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2394624.500000 Penalty: 4739.663086
	Iteration 13Q: 3 clusters Score -2394624 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2394663.750000 Penalty: 4739.663086
	Iteration 14Q: 3 clusters Score -2394664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2394692.500000 Penalty: 4739.663086
	Iteration 15Q: 3 clusters Score -2394692 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2394703.500000 Penalty: 4739.663086
	Iteration 16Q: 3 clusters Score -2394704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2394709.000000 Penalty: 4739.663086
	Iteration 17Q: 3 clusters Score -2394709 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2394720.250000 Penalty: 4739.663086
	Iteration 18Q: 3 clusters Score -2394720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2394720.250000 Penalty: 4739.663086
	Iteration 19Q: 3 clusters Score -2394720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2394723.250000 Penalty: 4739.663086
	Iteration 20F: 3 clusters Score -2394723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2394731.000000 Penalty: 4739.663086
	Iteration 21Q: 3 clusters Score -2394731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2394729.500000 Penalty: 4739.663086
	Iteration 22Q: 3 clusters Score -2394730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2394734.000000 Penalty: 4739.663086
	Iteration 23Q: 3 clusters Score -2394734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2394736.500000 Penalty: 4739.663086
	Iteration 24Q: 3 clusters Score -2394736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2394730.000000 Penalty: 4739.663086
	Iteration 25Q: 3 clusters Score -2394730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2394731.500000 Penalty: 4739.663086
	Iteration 26Q: 3 clusters Score -2394732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2394732.250000 Penalty: 4739.663086
	Iteration 27Q: 3 clusters Score -2394732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2394732.250000 Penalty: 4739.663086
	Iteration 28F: 3 clusters Score -2394732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Entering Unmasked Estep 
Score: -7487147.000000 Penalty: 2640.059570
	Iteration 0F: 2 clusters Score -7487147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -7459002.000000 Penalty: 5280.119141
	Iteration 0F: 3 clusters Score -7459002 nChanged 19238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -7469364.000000 Penalty: 5280.119141
	Iteration 1F: 3 clusters Score -7469364 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -7469845.000000 Penalty: 5280.119141
	Iteration 2Q: 3 clusters Score -7469845 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -7470196.500000 Penalty: 5280.119141
	Iteration 3Q: 3 clusters Score -7470196 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -7470521.000000 Penalty: 5280.119141
	Iteration 4Q: 3 clusters Score -7470521 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -7470880.000000 Penalty: 5280.119141
	Iteration 5Q: 3 clusters Score -7470880 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -7471223.000000 Penalty: 5280.119141
	Iteration 6Q: 3 clusters Score -7471223 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -7471623.000000 Penalty: 5280.119141
	Iteration 7Q: 3 clusters Score -7471623 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -7472066.000000 Penalty: 5280.119141
	Iteration 8Q: 3 clusters Score -7472066 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -7472455.000000 Penalty: 5280.119141
	Iteration 9Q: 3 clusters Score -7472455 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -7472861.000000 Penalty: 5280.119141
	Iteration 10Q: 3 clusters Score -7472861 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -7473203.500000 Penalty: 5280.119141
	Iteration 11Q: 3 clusters Score -7473204 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -7473478.000000 Penalty: 5280.119141
	Iteration 12Q: 3 clusters Score -7473478 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7473819.000000 Penalty: 5280.119141
	Iteration 13Q: 3 clusters Score -7473819 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -7474165.000000 Penalty: 5280.119141
	Iteration 14Q: 3 clusters Score -7474165 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -7474480.500000 Penalty: 5280.119141
	Iteration 15Q: 3 clusters Score -7474480 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -7474872.500000 Penalty: 5280.119141
	Iteration 16Q: 3 clusters Score -7474872 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -7475378.500000 Penalty: 5280.119141
	Iteration 17Q: 3 clusters Score -7475378 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -7476105.500000 Penalty: 5280.119141
	Iteration 18Q: 3 clusters Score -7476106 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -7477089.500000 Penalty: 5280.119141
	Iteration 19Q: 3 clusters Score -7477090 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -7478426.000000 Penalty: 5280.119141
	Iteration 20F: 3 clusters Score -7478426 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -7479789.000000 Penalty: 5280.119141
	Iteration 21F: 3 clusters Score -7479789 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -7481332.000000 Penalty: 5280.119141
	Iteration 22F: 3 clusters Score -7481332 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -7482596.500000 Penalty: 5280.119141
	Iteration 23Q: 3 clusters Score -7482596 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7483496.500000 Penalty: 5280.119141
	Iteration 24Q: 3 clusters Score -7483496 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7484156.500000 Penalty: 5280.119141
	Iteration 25Q: 3 clusters Score -7484156 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7484532.500000 Penalty: 5280.119141
	Iteration 26Q: 3 clusters Score -7484532 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7484745.500000 Penalty: 5280.119141
	Iteration 27Q: 3 clusters Score -7484746 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7484864.000000 Penalty: 5280.119141
	Iteration 28Q: 3 clusters Score -7484864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7484938.500000 Penalty: 5280.119141
	Iteration 29Q: 3 clusters Score -7484938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7484985.500000 Penalty: 5280.119141
	Iteration 30Q: 3 clusters Score -7484986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7485009.500000 Penalty: 5280.119141
	Iteration 31Q: 3 clusters Score -7485010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7485047.000000 Penalty: 5280.119141
	Iteration 32Q: 3 clusters Score -7485047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7485060.500000 Penalty: 5280.119141
	Iteration 33Q: 3 clusters Score -7485060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7485065.000000 Penalty: 5280.119141
	Iteration 34Q: 3 clusters Score -7485065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7485082.500000 Penalty: 5280.119141
	Iteration 35Q: 3 clusters Score -7485082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7485083.500000 Penalty: 5280.119141
	Iteration 36Q: 3 clusters Score -7485084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7485088.000000 Penalty: 5280.119141
	Iteration 37Q: 3 clusters Score -7485088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7485088.500000 Penalty: 5280.119141
	Iteration 38Q: 3 clusters Score -7485088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7485093.500000 Penalty: 5280.119141
	Iteration 39Q: 3 clusters Score -7485094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7485098.000000 Penalty: 5280.119141
	Iteration 40F: 3 clusters Score -7485098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7485093.500000 Penalty: 5280.119141
	Iteration 41Q: 3 clusters Score -7485094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7485093.500000 Penalty: 5280.119141
	Iteration 42Q: 3 clusters Score -7485094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7485096.000000 Penalty: 5280.119141
	Iteration 43Q: 3 clusters Score -7485096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7485096.000000 Penalty: 5280.119141
	Iteration 44F: 3 clusters Score -7485096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Entering Unmasked Estep 
Score: -7956141.500000 Penalty: 2653.751709
	Iteration 0F: 2 clusters Score -7956142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -7927007.000000 Penalty: 5307.503418
	Iteration 0F: 3 clusters Score -7927007 nChanged 20423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -7938393.500000 Penalty: 5307.503418
	Iteration 1F: 3 clusters Score -7938394 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -7938905.500000 Penalty: 5307.503418
	Iteration 2Q: 3 clusters Score -7938906 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -7939420.000000 Penalty: 5307.503418
	Iteration 3Q: 3 clusters Score -7939420 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -7940015.000000 Penalty: 5307.503418
	Iteration 4Q: 3 clusters Score -7940015 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -7940845.500000 Penalty: 5307.503418
	Iteration 5Q: 3 clusters Score -7940846 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -7941969.500000 Penalty: 5307.503418
	Iteration 6F: 3 clusters Score -7941970 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -7943653.500000 Penalty: 5307.503418
	Iteration 7F: 3 clusters Score -7943654 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -7945960.500000 Penalty: 5307.503418
	Iteration 8F: 3 clusters Score -7945960 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -7948562.000000 Penalty: 5307.503418
	Iteration 9F: 3 clusters Score -7948562 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7950872.500000 Penalty: 5307.503418
	Iteration 10F: 3 clusters Score -7950872 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7952392.500000 Penalty: 5307.503418
	Iteration 11Q: 3 clusters Score -7952392 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7953125.500000 Penalty: 5307.503418
	Iteration 12Q: 3 clusters Score -7953126 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7953471.500000 Penalty: 5307.503418
	Iteration 13Q: 3 clusters Score -7953472 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7953683.500000 Penalty: 5307.503418
	Iteration 14Q: 3 clusters Score -7953684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7953773.000000 Penalty: 5307.503418
	Iteration 15Q: 3 clusters Score -7953773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7953823.000000 Penalty: 5307.503418
	Iteration 16Q: 3 clusters Score -7953823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7953852.000000 Penalty: 5307.503418
	Iteration 17Q: 3 clusters Score -7953852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7953882.500000 Penalty: 5307.503418
	Iteration 18Q: 3 clusters Score -7953882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7953881.500000 Penalty: 5307.503418
	Iteration 19Q: 3 clusters Score -7953882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7953903.000000 Penalty: 5307.503418
	Iteration 20F: 3 clusters Score -7953903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7953904.500000 Penalty: 5307.503418
	Iteration 21Q: 3 clusters Score -7953904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7953919.500000 Penalty: 5307.503418
	Iteration 22Q: 3 clusters Score -7953920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7953923.500000 Penalty: 5307.503418
	Iteration 23Q: 3 clusters Score -7953924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7953927.500000 Penalty: 5307.503418
	Iteration 24Q: 3 clusters Score -7953928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7953927.500000 Penalty: 5307.503418
	Iteration 25Q: 3 clusters Score -7953928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7953930.000000 Penalty: 5307.503418
	Iteration 26Q: 3 clusters Score -7953930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7953930.000000 Penalty: 5307.503418
	Iteration 27F: 3 clusters Score -7953930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -60647.941406 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -60647.94 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 256 members 
Entering Unmasked Estep 
Score: -59146.144531 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -59146.14 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59522.312500 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -59522.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59670.136719 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -59670.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59803.570312 Penalty: 3149.173096
	Iteration 3F: 3 clusters Score -59803.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59901.195312 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -59901.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59982.097656 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -59982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60033.847656 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -60033.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60093.167969 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -60093.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60144.910156 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -60144.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60195.828125 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -60195.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60226.488281 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -60226.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60265.937500 Penalty: 3149.173096
	Iteration 11Q: 3 clusters Score -60265.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60296.125000 Penalty: 3149.173096
	Iteration 12Q: 3 clusters Score -60296.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60335.246094 Penalty: 3149.173096
	Iteration 13Q: 3 clusters Score -60335.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60349.765625 Penalty: 3149.173096
	Iteration 14Q: 3 clusters Score -60349.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60355.054688 Penalty: 3149.173096
	Iteration 15Q: 3 clusters Score -60355.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60361.480469 Penalty: 3149.173096
	Iteration 16Q: 3 clusters Score -60361.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60365.750000 Penalty: 3149.173096
	Iteration 17Q: 3 clusters Score -60365.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60374.191406 Penalty: 3149.173096
	Iteration 18Q: 3 clusters Score -60374.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60381.871094 Penalty: 3149.173096
	Iteration 19Q: 3 clusters Score -60381.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60393.199219 Penalty: 3149.173096
	Iteration 20F: 3 clusters Score -60393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60407.898438 Penalty: 3149.173096
	Iteration 21Q: 3 clusters Score -60407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60433.988281 Penalty: 3149.173096
	Iteration 22Q: 3 clusters Score -60433.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60452.074219 Penalty: 3149.173096
	Iteration 23Q: 3 clusters Score -60452.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60464.121094 Penalty: 3149.173096
	Iteration 24Q: 3 clusters Score -60464.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60466.519531 Penalty: 3149.173096
	Iteration 25Q: 3 clusters Score -60466.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60466.519531 Penalty: 3149.173096
	Iteration 26F: 3 clusters Score -60466.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -71491.781250 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -71491.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70095.070312 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -70095.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70492.359375 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -70492.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -70625.695312 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -70625.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -70730.968750 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -70730.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -70804.765625 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -70804.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -70875.640625 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -70875.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -70893.148438 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -70893.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -70924.070312 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -70924.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70948.640625 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -70948.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70948.640625 Penalty: 3022.410645
	Iteration 9F: 3 clusters Score -70948.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Entering Unmasked Estep 
Score: -2200408.250000 Penalty: 2339.404785
	Iteration 0F: 2 clusters Score -2200408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2191144.000000 Penalty: 4678.809570
	Iteration 0F: 3 clusters Score -2191144 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2193953.250000 Penalty: 4678.809570
	Iteration 1F: 3 clusters Score -2193953 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2194348.750000 Penalty: 4678.809570
	Iteration 2F: 3 clusters Score -2194349 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2194652.750000 Penalty: 4678.809570
	Iteration 3F: 3 clusters Score -2194653 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2194907.750000 Penalty: 4678.809570
	Iteration 4Q: 3 clusters Score -2194908 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2195138.750000 Penalty: 4678.809570
	Iteration 5Q: 3 clusters Score -2195139 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2195352.000000 Penalty: 4678.809570
	Iteration 6Q: 3 clusters Score -2195352 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2195546.250000 Penalty: 4678.809570
	Iteration 7Q: 3 clusters Score -2195546 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2195746.250000 Penalty: 4678.809570
	Iteration 8Q: 3 clusters Score -2195746 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2195946.750000 Penalty: 4678.809570
	Iteration 9Q: 3 clusters Score -2195947 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2196147.500000 Penalty: 4678.809570
	Iteration 10Q: 3 clusters Score -2196148 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2196354.500000 Penalty: 4678.809570
	Iteration 11Q: 3 clusters Score -2196354 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2196554.250000 Penalty: 4678.809570
	Iteration 12Q: 3 clusters Score -2196554 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2196730.250000 Penalty: 4678.809570
	Iteration 13Q: 3 clusters Score -2196730 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2196884.750000 Penalty: 4678.809570
	Iteration 14Q: 3 clusters Score -2196885 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2197013.000000 Penalty: 4678.809570
	Iteration 15Q: 3 clusters Score -2197013 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2197097.750000 Penalty: 4678.809570
	Iteration 16Q: 3 clusters Score -2197098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2197161.000000 Penalty: 4678.809570
	Iteration 17Q: 3 clusters Score -2197161 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2197203.750000 Penalty: 4678.809570
	Iteration 18Q: 3 clusters Score -2197204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2197233.750000 Penalty: 4678.809570
	Iteration 19Q: 3 clusters Score -2197234 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2197266.000000 Penalty: 4678.809570
	Iteration 20F: 3 clusters Score -2197266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2197291.500000 Penalty: 4678.809570
	Iteration 21Q: 3 clusters Score -2197292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2197310.750000 Penalty: 4678.809570
	Iteration 22Q: 3 clusters Score -2197311 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2197337.750000 Penalty: 4678.809570
	Iteration 23Q: 3 clusters Score -2197338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2197361.250000 Penalty: 4678.809570
	Iteration 24Q: 3 clusters Score -2197361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2197388.750000 Penalty: 4678.809570
	Iteration 25Q: 3 clusters Score -2197389 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2197417.750000 Penalty: 4678.809570
	Iteration 26Q: 3 clusters Score -2197418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2197438.000000 Penalty: 4678.809570
	Iteration 27Q: 3 clusters Score -2197438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2197458.000000 Penalty: 4678.809570
	Iteration 28Q: 3 clusters Score -2197458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2197482.250000 Penalty: 4678.809570
	Iteration 29Q: 3 clusters Score -2197482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2197515.000000 Penalty: 4678.809570
	Iteration 30Q: 3 clusters Score -2197515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2197538.250000 Penalty: 4678.809570
	Iteration 31Q: 3 clusters Score -2197538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2197559.750000 Penalty: 4678.809570
	Iteration 32Q: 3 clusters Score -2197560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2197586.500000 Penalty: 4678.809570
	Iteration 33Q: 3 clusters Score -2197586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2197605.750000 Penalty: 4678.809570
	Iteration 34Q: 3 clusters Score -2197606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2197627.500000 Penalty: 4678.809570
	Iteration 35Q: 3 clusters Score -2197628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2197657.250000 Penalty: 4678.809570
	Iteration 36Q: 3 clusters Score -2197657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2197676.250000 Penalty: 4678.809570
	Iteration 37Q: 3 clusters Score -2197676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2197702.750000 Penalty: 4678.809570
	Iteration 38Q: 3 clusters Score -2197703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2197718.500000 Penalty: 4678.809570
	Iteration 39Q: 3 clusters Score -2197718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2197738.000000 Penalty: 4678.809570
	Iteration 40F: 3 clusters Score -2197738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2197752.250000 Penalty: 4678.809570
	Iteration 41Q: 3 clusters Score -2197752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2197772.250000 Penalty: 4678.809570
	Iteration 42Q: 3 clusters Score -2197772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2197794.750000 Penalty: 4678.809570
	Iteration 43Q: 3 clusters Score -2197795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2197814.500000 Penalty: 4678.809570
	Iteration 44Q: 3 clusters Score -2197814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2197832.250000 Penalty: 4678.809570
	Iteration 45Q: 3 clusters Score -2197832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2197852.500000 Penalty: 4678.809570
	Iteration 46Q: 3 clusters Score -2197852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2197869.750000 Penalty: 4678.809570
	Iteration 47Q: 3 clusters Score -2197870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2197890.750000 Penalty: 4678.809570
	Iteration 48Q: 3 clusters Score -2197891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2197910.750000 Penalty: 4678.809570
	Iteration 49Q: 3 clusters Score -2197911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2197941.500000 Penalty: 4678.809570
	Iteration 50Q: 3 clusters Score -2197942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2197982.250000 Penalty: 4678.809570
	Iteration 51Q: 3 clusters Score -2197982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2198022.000000 Penalty: 4678.809570
	Iteration 52Q: 3 clusters Score -2198022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2198054.000000 Penalty: 4678.809570
	Iteration 53Q: 3 clusters Score -2198054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2198083.000000 Penalty: 4678.809570
	Iteration 54Q: 3 clusters Score -2198083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2198104.000000 Penalty: 4678.809570
	Iteration 55Q: 3 clusters Score -2198104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2198131.750000 Penalty: 4678.809570
	Iteration 56Q: 3 clusters Score -2198132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2198141.000000 Penalty: 4678.809570
	Iteration 57Q: 3 clusters Score -2198141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2198155.250000 Penalty: 4678.809570
	Iteration 58Q: 3 clusters Score -2198155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2198166.500000 Penalty: 4678.809570
	Iteration 59Q: 3 clusters Score -2198166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2198177.500000 Penalty: 4678.809570
	Iteration 60F: 3 clusters Score -2198178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2198179.750000 Penalty: 4678.809570
	Iteration 61Q: 3 clusters Score -2198180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2198190.750000 Penalty: 4678.809570
	Iteration 62Q: 3 clusters Score -2198191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2198196.000000 Penalty: 4678.809570
	Iteration 63Q: 3 clusters Score -2198196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2198203.000000 Penalty: 4678.809570
	Iteration 64Q: 3 clusters Score -2198203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2198202.250000 Penalty: 4678.809570
	Iteration 65Q: 3 clusters Score -2198202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2198211.250000 Penalty: 4678.809570
	Iteration 66Q: 3 clusters Score -2198211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2198215.750000 Penalty: 4678.809570
	Iteration 67Q: 3 clusters Score -2198216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2198217.000000 Penalty: 4678.809570
	Iteration 68Q: 3 clusters Score -2198217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2198221.500000 Penalty: 4678.809570
	Iteration 69Q: 3 clusters Score -2198222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2198227.000000 Penalty: 4678.809570
	Iteration 70Q: 3 clusters Score -2198227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2198229.500000 Penalty: 4678.809570
	Iteration 71Q: 3 clusters Score -2198230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2198232.750000 Penalty: 4678.809570
	Iteration 72Q: 3 clusters Score -2198233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2198234.750000 Penalty: 4678.809570
	Iteration 73Q: 3 clusters Score -2198235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2198234.000000 Penalty: 4678.809570
	Iteration 74Q: 3 clusters Score -2198234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2198235.000000 Penalty: 4678.809570
	Iteration 75Q: 3 clusters Score -2198235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2198239.500000 Penalty: 4678.809570
	Iteration 76Q: 3 clusters Score -2198240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2198241.000000 Penalty: 4678.809570
	Iteration 77Q: 3 clusters Score -2198241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2198241.500000 Penalty: 4678.809570
	Iteration 78Q: 3 clusters Score -2198242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2198245.750000 Penalty: 4678.809570
	Iteration 79Q: 3 clusters Score -2198246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2198242.000000 Penalty: 4678.809570
	Iteration 80F: 3 clusters Score -2198242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2198246.500000 Penalty: 4678.809570
	Iteration 81Q: 3 clusters Score -2198246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2198246.500000 Penalty: 4678.809570
	Iteration 82Q: 3 clusters Score -2198246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2198251.000000 Penalty: 4678.809570
	Iteration 83Q: 3 clusters Score -2198251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2198257.500000 Penalty: 4678.809570
	Iteration 84Q: 3 clusters Score -2198258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2198258.500000 Penalty: 4678.809570
	Iteration 85Q: 3 clusters Score -2198258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2198258.750000 Penalty: 4678.809570
	Iteration 86Q: 3 clusters Score -2198259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2198259.250000 Penalty: 4678.809570
	Iteration 87Q: 3 clusters Score -2198259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2198259.500000 Penalty: 4678.809570
	Iteration 88Q: 3 clusters Score -2198260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2198261.000000 Penalty: 4678.809570
	Iteration 89Q: 3 clusters Score -2198261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2198264.000000 Penalty: 4678.809570
	Iteration 90Q: 3 clusters Score -2198264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2198266.500000 Penalty: 4678.809570
	Iteration 91Q: 3 clusters Score -2198266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2198266.000000 Penalty: 4678.809570
	Iteration 92Q: 3 clusters Score -2198266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2198270.500000 Penalty: 4678.809570
	Iteration 93Q: 3 clusters Score -2198270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2198271.250000 Penalty: 4678.809570
	Iteration 94Q: 3 clusters Score -2198271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2198276.000000 Penalty: 4678.809570
	Iteration 95Q: 3 clusters Score -2198276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2198280.250000 Penalty: 4678.809570
	Iteration 96Q: 3 clusters Score -2198280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2198284.500000 Penalty: 4678.809570
	Iteration 97Q: 3 clusters Score -2198284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2198285.250000 Penalty: 4678.809570
	Iteration 98Q: 3 clusters Score -2198285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2198286.250000 Penalty: 4678.809570
	Iteration 99Q: 3 clusters Score -2198286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2198291.500000 Penalty: 4678.809570
	Iteration 100F: 3 clusters Score -2198292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2198296.500000 Penalty: 4678.809570
	Iteration 101Q: 3 clusters Score -2198296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2198299.500000 Penalty: 4678.809570
	Iteration 102Q: 3 clusters Score -2198300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2198309.750000 Penalty: 4678.809570
	Iteration 103Q: 3 clusters Score -2198310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2198315.250000 Penalty: 4678.809570
	Iteration 104Q: 3 clusters Score -2198315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2198322.250000 Penalty: 4678.809570
	Iteration 105Q: 3 clusters Score -2198322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2198333.000000 Penalty: 4678.809570
	Iteration 106Q: 3 clusters Score -2198333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2198336.250000 Penalty: 4678.809570
	Iteration 107Q: 3 clusters Score -2198336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2198336.500000 Penalty: 4678.809570
	Iteration 108Q: 3 clusters Score -2198336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2198339.750000 Penalty: 4678.809570
	Iteration 109Q: 3 clusters Score -2198340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2198340.000000 Penalty: 4678.809570
	Iteration 110Q: 3 clusters Score -2198340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2198343.750000 Penalty: 4678.809570
	Iteration 111Q: 3 clusters Score -2198344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2198345.750000 Penalty: 4678.809570
	Iteration 112Q: 3 clusters Score -2198346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2198345.500000 Penalty: 4678.809570
	Iteration 113Q: 3 clusters Score -2198346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2198345.500000 Penalty: 4678.809570
	Iteration 114F: 3 clusters Score -2198346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Entering Unmasked Estep 
Score: -9277128.000000 Penalty: 2692.076172
	Iteration 0F: 2 clusters Score -9277128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -9246598.000000 Penalty: 5384.152344
	Iteration 0F: 3 clusters Score -9246598 nChanged 23843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -9259716.000000 Penalty: 5384.152344
	Iteration 1F: 3 clusters Score -9259716 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -9260193.000000 Penalty: 5384.152344
	Iteration 2Q: 3 clusters Score -9260193 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -9260606.000000 Penalty: 5384.152344
	Iteration 3Q: 3 clusters Score -9260606 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -9261020.000000 Penalty: 5384.152344
	Iteration 4Q: 3 clusters Score -9261020 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -9261519.000000 Penalty: 5384.152344
	Iteration 5Q: 3 clusters Score -9261519 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -9262093.000000 Penalty: 5384.152344
	Iteration 6Q: 3 clusters Score -9262093 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -9263044.000000 Penalty: 5384.152344
	Iteration 7Q: 3 clusters Score -9263044 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -9264404.000000 Penalty: 5384.152344
	Iteration 8F: 3 clusters Score -9264404 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -9266582.000000 Penalty: 5384.152344
	Iteration 9F: 3 clusters Score -9266582 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -9269286.000000 Penalty: 5384.152344
	Iteration 10F: 3 clusters Score -9269286 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -9271578.000000 Penalty: 5384.152344
	Iteration 11F: 3 clusters Score -9271578 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9273084.000000 Penalty: 5384.152344
	Iteration 12Q: 3 clusters Score -9273084 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -9273786.000000 Penalty: 5384.152344
	Iteration 13Q: 3 clusters Score -9273786 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -9274209.000000 Penalty: 5384.152344
	Iteration 14Q: 3 clusters Score -9274209 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -9274446.000000 Penalty: 5384.152344
	Iteration 15Q: 3 clusters Score -9274446 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -9274592.000000 Penalty: 5384.152344
	Iteration 16Q: 3 clusters Score -9274592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -9274688.000000 Penalty: 5384.152344
	Iteration 17Q: 3 clusters Score -9274688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -9274739.000000 Penalty: 5384.152344
	Iteration 18Q: 3 clusters Score -9274739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -9274769.000000 Penalty: 5384.152344
	Iteration 19Q: 3 clusters Score -9274769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -9274774.000000 Penalty: 5384.152344
	Iteration 20F: 3 clusters Score -9274774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -9274799.000000 Penalty: 5384.152344
	Iteration 21Q: 3 clusters Score -9274799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -9274813.000000 Penalty: 5384.152344
	Iteration 22Q: 3 clusters Score -9274813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -9274829.000000 Penalty: 5384.152344
	Iteration 23Q: 3 clusters Score -9274829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -9274824.000000 Penalty: 5384.152344
	Iteration 24Q: 3 clusters Score -9274824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -9274828.000000 Penalty: 5384.152344
	Iteration 25Q: 3 clusters Score -9274828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -9274830.000000 Penalty: 5384.152344
	Iteration 26Q: 3 clusters Score -9274830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -9274831.000000 Penalty: 5384.152344
	Iteration 27Q: 3 clusters Score -9274831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -9274827.000000 Penalty: 5384.152344
	Iteration 28Q: 3 clusters Score -9274827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -9274826.000000 Penalty: 5384.152344
	Iteration 29Q: 3 clusters Score -9274826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -9274828.000000 Penalty: 5384.152344
	Iteration 30Q: 3 clusters Score -9274828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -9274834.000000 Penalty: 5384.152344
	Iteration 31Q: 3 clusters Score -9274834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -9274835.000000 Penalty: 5384.152344
	Iteration 32Q: 3 clusters Score -9274835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -9274839.000000 Penalty: 5384.152344
	Iteration 33Q: 3 clusters Score -9274839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -9274840.000000 Penalty: 5384.152344
	Iteration 34Q: 3 clusters Score -9274840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -9274841.000000 Penalty: 5384.152344
	Iteration 35Q: 3 clusters Score -9274841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -9274842.000000 Penalty: 5384.152344
	Iteration 36Q: 3 clusters Score -9274842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -9274842.000000 Penalty: 5384.152344
	Iteration 37F: 3 clusters Score -9274842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Entering Unmasked Estep 
Score: -8114007.000000 Penalty: 2660.357178
	Iteration 0F: 2 clusters Score -8114007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8084442.000000 Penalty: 5320.714355
	Iteration 0F: 3 clusters Score -8084442 nChanged 21061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -8096000.000000 Penalty: 5320.714355
	Iteration 1F: 3 clusters Score -8096000 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8096479.500000 Penalty: 5320.714355
	Iteration 2Q: 3 clusters Score -8096480 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -8096894.500000 Penalty: 5320.714355
	Iteration 3Q: 3 clusters Score -8096894 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -8097267.500000 Penalty: 5320.714355
	Iteration 4Q: 3 clusters Score -8097268 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -8097723.500000 Penalty: 5320.714355
	Iteration 5Q: 3 clusters Score -8097724 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -8098283.500000 Penalty: 5320.714355
	Iteration 6Q: 3 clusters Score -8098284 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -8099267.000000 Penalty: 5320.714355
	Iteration 7Q: 3 clusters Score -8099267 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -8100881.500000 Penalty: 5320.714355
	Iteration 8F: 3 clusters Score -8100882 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -8103178.500000 Penalty: 5320.714355
	Iteration 9F: 3 clusters Score -8103178 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -8105983.500000 Penalty: 5320.714355
	Iteration 10F: 3 clusters Score -8105984 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -8108588.000000 Penalty: 5320.714355
	Iteration 11F: 3 clusters Score -8108588 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8110207.500000 Penalty: 5320.714355
	Iteration 12Q: 3 clusters Score -8110208 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8111048.500000 Penalty: 5320.714355
	Iteration 13Q: 3 clusters Score -8111048 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8111435.000000 Penalty: 5320.714355
	Iteration 14Q: 3 clusters Score -8111435 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8111647.000000 Penalty: 5320.714355
	Iteration 15Q: 3 clusters Score -8111647 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8111729.500000 Penalty: 5320.714355
	Iteration 16Q: 3 clusters Score -8111730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8111779.000000 Penalty: 5320.714355
	Iteration 17Q: 3 clusters Score -8111779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8111825.000000 Penalty: 5320.714355
	Iteration 18Q: 3 clusters Score -8111825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8111838.000000 Penalty: 5320.714355
	Iteration 19Q: 3 clusters Score -8111838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8111851.000000 Penalty: 5320.714355
	Iteration 20F: 3 clusters Score -8111851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8111863.500000 Penalty: 5320.714355
	Iteration 21Q: 3 clusters Score -8111864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8111871.500000 Penalty: 5320.714355
	Iteration 22Q: 3 clusters Score -8111872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8111870.500000 Penalty: 5320.714355
	Iteration 23Q: 3 clusters Score -8111870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8111882.000000 Penalty: 5320.714355
	Iteration 24Q: 3 clusters Score -8111882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8111886.000000 Penalty: 5320.714355
	Iteration 25Q: 3 clusters Score -8111886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8111901.000000 Penalty: 5320.714355
	Iteration 26Q: 3 clusters Score -8111901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8111901.500000 Penalty: 5320.714355
	Iteration 27Q: 3 clusters Score -8111902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8111923.000000 Penalty: 5320.714355
	Iteration 28Q: 3 clusters Score -8111923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8111929.000000 Penalty: 5320.714355
	Iteration 29Q: 3 clusters Score -8111929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8111931.500000 Penalty: 5320.714355
	Iteration 30Q: 3 clusters Score -8111932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8111944.000000 Penalty: 5320.714355
	Iteration 31Q: 3 clusters Score -8111944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8111943.500000 Penalty: 5320.714355
	Iteration 32Q: 3 clusters Score -8111944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8111954.500000 Penalty: 5320.714355
	Iteration 33Q: 3 clusters Score -8111954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8111961.500000 Penalty: 5320.714355
	Iteration 34Q: 3 clusters Score -8111962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8111965.000000 Penalty: 5320.714355
	Iteration 35Q: 3 clusters Score -8111965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8111966.000000 Penalty: 5320.714355
	Iteration 36Q: 3 clusters Score -8111966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8111966.000000 Penalty: 5320.714355
	Iteration 37F: 3 clusters Score -8111966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Entering Unmasked Estep 
Score: -1776715.500000 Penalty: 2289.537109
	Iteration 0F: 2 clusters Score -1776716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1768837.375000 Penalty: 4579.074219
	Iteration 0F: 3 clusters Score -1768837 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1771199.125000 Penalty: 4579.074219
	Iteration 1F: 3 clusters Score -1771199 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1771535.875000 Penalty: 4579.074219
	Iteration 2F: 3 clusters Score -1771536 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1771812.000000 Penalty: 4579.074219
	Iteration 3F: 3 clusters Score -1771812 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1772040.125000 Penalty: 4579.074219
	Iteration 4Q: 3 clusters Score -1772040 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1772239.250000 Penalty: 4579.074219
	Iteration 5Q: 3 clusters Score -1772239 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1772416.000000 Penalty: 4579.074219
	Iteration 6Q: 3 clusters Score -1772416 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1772562.250000 Penalty: 4579.074219
	Iteration 7Q: 3 clusters Score -1772562 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1772652.375000 Penalty: 4579.074219
	Iteration 8Q: 3 clusters Score -1772652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1772732.875000 Penalty: 4579.074219
	Iteration 9Q: 3 clusters Score -1772733 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1772793.250000 Penalty: 4579.074219
	Iteration 10Q: 3 clusters Score -1772793 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1772850.875000 Penalty: 4579.074219
	Iteration 11Q: 3 clusters Score -1772851 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1772893.375000 Penalty: 4579.074219
	Iteration 12Q: 3 clusters Score -1772893 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1772942.125000 Penalty: 4579.074219
	Iteration 13Q: 3 clusters Score -1772942 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1772982.750000 Penalty: 4579.074219
	Iteration 14Q: 3 clusters Score -1772983 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1773014.250000 Penalty: 4579.074219
	Iteration 15Q: 3 clusters Score -1773014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1773040.250000 Penalty: 4579.074219
	Iteration 16Q: 3 clusters Score -1773040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1773061.500000 Penalty: 4579.074219
	Iteration 17Q: 3 clusters Score -1773062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1773086.750000 Penalty: 4579.074219
	Iteration 18Q: 3 clusters Score -1773087 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1773116.375000 Penalty: 4579.074219
	Iteration 19Q: 3 clusters Score -1773116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1773134.375000 Penalty: 4579.074219
	Iteration 20F: 3 clusters Score -1773134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1773159.250000 Penalty: 4579.074219
	Iteration 21Q: 3 clusters Score -1773159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1773188.500000 Penalty: 4579.074219
	Iteration 22Q: 3 clusters Score -1773188 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1773212.125000 Penalty: 4579.074219
	Iteration 23Q: 3 clusters Score -1773212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1773243.500000 Penalty: 4579.074219
	Iteration 24Q: 3 clusters Score -1773244 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1773272.000000 Penalty: 4579.074219
	Iteration 25Q: 3 clusters Score -1773272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1773298.500000 Penalty: 4579.074219
	Iteration 26Q: 3 clusters Score -1773298 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1773339.000000 Penalty: 4579.074219
	Iteration 27Q: 3 clusters Score -1773339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1773374.250000 Penalty: 4579.074219
	Iteration 28Q: 3 clusters Score -1773374 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1773410.625000 Penalty: 4579.074219
	Iteration 29Q: 3 clusters Score -1773411 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1773445.875000 Penalty: 4579.074219
	Iteration 30Q: 3 clusters Score -1773446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1773478.250000 Penalty: 4579.074219
	Iteration 31Q: 3 clusters Score -1773478 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1773523.125000 Penalty: 4579.074219
	Iteration 32Q: 3 clusters Score -1773523 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1773593.625000 Penalty: 4579.074219
	Iteration 33Q: 3 clusters Score -1773594 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1773678.750000 Penalty: 4579.074219
	Iteration 34Q: 3 clusters Score -1773679 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1773832.500000 Penalty: 4579.074219
	Iteration 35Q: 3 clusters Score -1773832 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1774054.750000 Penalty: 4579.074219
	Iteration 36Q: 3 clusters Score -1774055 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1774192.750000 Penalty: 4579.074219
	Iteration 37Q: 3 clusters Score -1774193 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1774277.375000 Penalty: 4579.074219
	Iteration 38Q: 3 clusters Score -1774277 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1774365.500000 Penalty: 4579.074219
	Iteration 39Q: 3 clusters Score -1774366 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1774438.125000 Penalty: 4579.074219
	Iteration 40F: 3 clusters Score -1774438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1774492.000000 Penalty: 4579.074219
	Iteration 41Q: 3 clusters Score -1774492 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1774536.750000 Penalty: 4579.074219
	Iteration 42Q: 3 clusters Score -1774537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1774580.125000 Penalty: 4579.074219
	Iteration 43Q: 3 clusters Score -1774580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1774617.750000 Penalty: 4579.074219
	Iteration 44Q: 3 clusters Score -1774618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1774657.000000 Penalty: 4579.074219
	Iteration 45Q: 3 clusters Score -1774657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1774673.125000 Penalty: 4579.074219
	Iteration 46Q: 3 clusters Score -1774673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1774710.250000 Penalty: 4579.074219
	Iteration 47Q: 3 clusters Score -1774710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1774736.750000 Penalty: 4579.074219
	Iteration 48Q: 3 clusters Score -1774737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1774758.250000 Penalty: 4579.074219
	Iteration 49Q: 3 clusters Score -1774758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1774779.875000 Penalty: 4579.074219
	Iteration 50Q: 3 clusters Score -1774780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1774817.000000 Penalty: 4579.074219
	Iteration 51Q: 3 clusters Score -1774817 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1774854.875000 Penalty: 4579.074219
	Iteration 52Q: 3 clusters Score -1774855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1774879.125000 Penalty: 4579.074219
	Iteration 53Q: 3 clusters Score -1774879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1774905.000000 Penalty: 4579.074219
	Iteration 54Q: 3 clusters Score -1774905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1774932.125000 Penalty: 4579.074219
	Iteration 55Q: 3 clusters Score -1774932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1774955.375000 Penalty: 4579.074219
	Iteration 56Q: 3 clusters Score -1774955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1774980.000000 Penalty: 4579.074219
	Iteration 57Q: 3 clusters Score -1774980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1775006.250000 Penalty: 4579.074219
	Iteration 58Q: 3 clusters Score -1775006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1775036.000000 Penalty: 4579.074219
	Iteration 59Q: 3 clusters Score -1775036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1775059.750000 Penalty: 4579.074219
	Iteration 60F: 3 clusters Score -1775060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1775074.000000 Penalty: 4579.074219
	Iteration 61Q: 3 clusters Score -1775074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1775094.500000 Penalty: 4579.074219
	Iteration 62Q: 3 clusters Score -1775094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1775108.625000 Penalty: 4579.074219
	Iteration 63Q: 3 clusters Score -1775109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1775118.750000 Penalty: 4579.074219
	Iteration 64Q: 3 clusters Score -1775119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1775135.625000 Penalty: 4579.074219
	Iteration 65Q: 3 clusters Score -1775136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1775150.500000 Penalty: 4579.074219
	Iteration 66Q: 3 clusters Score -1775150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1775166.625000 Penalty: 4579.074219
	Iteration 67Q: 3 clusters Score -1775167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1775177.250000 Penalty: 4579.074219
	Iteration 68Q: 3 clusters Score -1775177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1775177.125000 Penalty: 4579.074219
	Iteration 69Q: 3 clusters Score -1775177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1775180.000000 Penalty: 4579.074219
	Iteration 70Q: 3 clusters Score -1775180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1775185.500000 Penalty: 4579.074219
	Iteration 71Q: 3 clusters Score -1775186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1775189.250000 Penalty: 4579.074219
	Iteration 72Q: 3 clusters Score -1775189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1775187.000000 Penalty: 4579.074219
	Iteration 73Q: 3 clusters Score -1775187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1775188.125000 Penalty: 4579.074219
	Iteration 74Q: 3 clusters Score -1775188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1775187.125000 Penalty: 4579.074219
	Iteration 75Q: 3 clusters Score -1775187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1775187.125000 Penalty: 4579.074219
	Iteration 76F: 3 clusters Score -1775187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Entering Unmasked Estep 
Score: -7842836.000000 Penalty: 2648.893311
	Iteration 0F: 2 clusters Score -7842836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -7814146.500000 Penalty: 5297.786621
	Iteration 0F: 3 clusters Score -7814146 nChanged 19911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -7825099.000000 Penalty: 5297.786621
	Iteration 1F: 3 clusters Score -7825099 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -7825767.000000 Penalty: 5297.786621
	Iteration 2Q: 3 clusters Score -7825767 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -7826449.000000 Penalty: 5297.786621
	Iteration 3Q: 3 clusters Score -7826449 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -7827342.000000 Penalty: 5297.786621
	Iteration 4Q: 3 clusters Score -7827342 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -7828466.500000 Penalty: 5297.786621
	Iteration 5Q: 3 clusters Score -7828466 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -7830160.500000 Penalty: 5297.786621
	Iteration 6F: 3 clusters Score -7830160 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -7832499.000000 Penalty: 5297.786621
	Iteration 7F: 3 clusters Score -7832499 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -7835496.500000 Penalty: 5297.786621
	Iteration 8F: 3 clusters Score -7835496 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7838104.000000 Penalty: 5297.786621
	Iteration 9F: 3 clusters Score -7838104 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -7839579.000000 Penalty: 5297.786621
	Iteration 10Q: 3 clusters Score -7839579 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -7840247.000000 Penalty: 5297.786621
	Iteration 11Q: 3 clusters Score -7840247 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -7840587.000000 Penalty: 5297.786621
	Iteration 12Q: 3 clusters Score -7840587 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -7840696.000000 Penalty: 5297.786621
	Iteration 13Q: 3 clusters Score -7840696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -7840811.000000 Penalty: 5297.786621
	Iteration 14Q: 3 clusters Score -7840811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -7840847.500000 Penalty: 5297.786621
	Iteration 15Q: 3 clusters Score -7840848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -7840870.500000 Penalty: 5297.786621
	Iteration 16Q: 3 clusters Score -7840870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -7840883.000000 Penalty: 5297.786621
	Iteration 17Q: 3 clusters Score -7840883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -7840895.000000 Penalty: 5297.786621
	Iteration 18Q: 3 clusters Score -7840895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -7840898.500000 Penalty: 5297.786621
	Iteration 19Q: 3 clusters Score -7840898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -7840909.000000 Penalty: 5297.786621
	Iteration 20F: 3 clusters Score -7840909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -7840910.500000 Penalty: 5297.786621
	Iteration 21Q: 3 clusters Score -7840910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -7840921.500000 Penalty: 5297.786621
	Iteration 22Q: 3 clusters Score -7840922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -7840926.000000 Penalty: 5297.786621
	Iteration 23Q: 3 clusters Score -7840926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -7840925.500000 Penalty: 5297.786621
	Iteration 24Q: 3 clusters Score -7840926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -7840925.500000 Penalty: 5297.786621
	Iteration 25F: 3 clusters Score -7840926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Entering Unmasked Estep 
Score: -8161006.000000 Penalty: 2655.982422
	Iteration 0F: 2 clusters Score -8161006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -8132262.500000 Penalty: 5311.964844
	Iteration 0F: 3 clusters Score -8132262 nChanged 20515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8143590.000000 Penalty: 5311.964844
	Iteration 1F: 3 clusters Score -8143590 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -8144135.500000 Penalty: 5311.964844
	Iteration 2Q: 3 clusters Score -8144136 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -8144592.500000 Penalty: 5311.964844
	Iteration 3Q: 3 clusters Score -8144592 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -8145059.500000 Penalty: 5311.964844
	Iteration 4Q: 3 clusters Score -8145060 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -8145553.000000 Penalty: 5311.964844
	Iteration 5Q: 3 clusters Score -8145553 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -8146050.500000 Penalty: 5311.964844
	Iteration 6Q: 3 clusters Score -8146050 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8146614.500000 Penalty: 5311.964844
	Iteration 7Q: 3 clusters Score -8146614 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -8147331.500000 Penalty: 5311.964844
	Iteration 8Q: 3 clusters Score -8147332 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -8148331.500000 Penalty: 5311.964844
	Iteration 9Q: 3 clusters Score -8148332 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -8149642.000000 Penalty: 5311.964844
	Iteration 10Q: 3 clusters Score -8149642 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8151290.500000 Penalty: 5311.964844
	Iteration 11F: 3 clusters Score -8151290 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -8152664.000000 Penalty: 5311.964844
	Iteration 12F: 3 clusters Score -8152664 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -8153393.000000 Penalty: 5311.964844
	Iteration 13Q: 3 clusters Score -8153393 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8153745.000000 Penalty: 5311.964844
	Iteration 14Q: 3 clusters Score -8153745 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -8153945.000000 Penalty: 5311.964844
	Iteration 15Q: 3 clusters Score -8153945 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8154180.000000 Penalty: 5311.964844
	Iteration 16Q: 3 clusters Score -8154180 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -8154309.500000 Penalty: 5311.964844
	Iteration 17Q: 3 clusters Score -8154310 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -8154510.000000 Penalty: 5311.964844
	Iteration 18Q: 3 clusters Score -8154510 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8154662.500000 Penalty: 5311.964844
	Iteration 19Q: 3 clusters Score -8154662 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8154823.500000 Penalty: 5311.964844
	Iteration 20F: 3 clusters Score -8154824 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -8155018.500000 Penalty: 5311.964844
	Iteration 21Q: 3 clusters Score -8155018 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -8155168.500000 Penalty: 5311.964844
	Iteration 22Q: 3 clusters Score -8155168 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -8155294.000000 Penalty: 5311.964844
	Iteration 23Q: 3 clusters Score -8155294 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -8155423.000000 Penalty: 5311.964844
	Iteration 24Q: 3 clusters Score -8155423 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -8155549.500000 Penalty: 5311.964844
	Iteration 25Q: 3 clusters Score -8155550 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -8155631.500000 Penalty: 5311.964844
	Iteration 26Q: 3 clusters Score -8155632 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -8155685.500000 Penalty: 5311.964844
	Iteration 27Q: 3 clusters Score -8155686 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -8155752.500000 Penalty: 5311.964844
	Iteration 28Q: 3 clusters Score -8155752 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8155827.000000 Penalty: 5311.964844
	Iteration 29Q: 3 clusters Score -8155827 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -8155878.000000 Penalty: 5311.964844
	Iteration 30Q: 3 clusters Score -8155878 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -8155916.000000 Penalty: 5311.964844
	Iteration 31Q: 3 clusters Score -8155916 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8156087 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8156150 nChanged 221
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Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8156272 nChanged 272
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Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8156872 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 34297 members 
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Mstep: Class 1 contains 10189 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 35494 members 
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Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 35749 members 
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Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 35997 members 
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Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 36208 members 
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Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 36640 members 
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7653 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7382 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8158076 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6818 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6650 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6475 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6309 members 
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	Iteration 85Q: 3 clusters Score -8158142 nChanged 187
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Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 38662 members 
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Mstep: Class 1 contains 5911 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 39071 members 
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Mstep: Class 1 contains 5529 members 
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 39433 members 
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 39610 members 
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Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 39787 members 
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Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 39983 members 
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Mstep: Class 1 contains 4589 members 
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Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 40407 members 
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Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3949 members 
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Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 41212 members 
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Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8158682 nChanged 149
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Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8158720 nChanged 135
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Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8158740 nChanged 129
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Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 42047 members 
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Mstep: Class 1 contains 2617 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8158784 nChanged 102
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Mstep: Class 1 contains 2519 members 
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Mstep: Class 1 contains 2431 members 
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	Iteration 108Q: 3 clusters Score -8158806 nChanged 80
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Mstep: Class 1 contains 2355 members 
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	Iteration 109Q: 3 clusters Score -8158818 nChanged 77
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Mstep: Class 1 contains 2224 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8158835 nChanged 61
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Mstep: Class 1 contains 2165 members 
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	Iteration 112Q: 3 clusters Score -8158840 nChanged 64
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Mstep: Class 1 contains 2101 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8158831 nChanged 61
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Mstep: Class 1 contains 2044 members 
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	Iteration 114Q: 3 clusters Score -8158866 nChanged 57
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Mstep: Class 1 contains 1987 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8158870 nChanged 45
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Mstep: Class 1 contains 1942 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8158880 nChanged 38
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Mstep: Class 1 contains 1906 members 
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	Iteration 117Q: 3 clusters Score -8158888 nChanged 42
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Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8158892 nChanged 44
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Mstep: Class 1 contains 1824 members 
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	Iteration 119Q: 3 clusters Score -8158892 nChanged 31
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Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8158884 nChanged 32
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Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8158898 nChanged 29
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8158896 nChanged 21
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8158904 nChanged 17
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Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8158893.500000 Penalty: 5311.964844
	Iteration 124Q: 3 clusters Score -8158894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -8158904.000000 Penalty: 5311.964844
	Iteration 125Q: 3 clusters Score -8158904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -8158913.000000 Penalty: 5311.964844
	Iteration 126Q: 3 clusters Score -8158913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -8158913.500000 Penalty: 5311.964844
	Iteration 127Q: 3 clusters Score -8158914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8158931.000000 Penalty: 5311.964844
	Iteration 128Q: 3 clusters Score -8158931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8158947.500000 Penalty: 5311.964844
	Iteration 129Q: 3 clusters Score -8158948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8158936.000000 Penalty: 5311.964844
	Iteration 130Q: 3 clusters Score -8158936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8158945.000000 Penalty: 5311.964844
	Iteration 131Q: 3 clusters Score -8158945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8158945.500000 Penalty: 5311.964844
	Iteration 132Q: 3 clusters Score -8158946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8158951.000000 Penalty: 5311.964844
	Iteration 133Q: 3 clusters Score -8158951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8158952.500000 Penalty: 5311.964844
	Iteration 134Q: 3 clusters Score -8158952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8158948.000000 Penalty: 5311.964844
	Iteration 135Q: 3 clusters Score -8158948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8158951.000000 Penalty: 5311.964844
	Iteration 136Q: 3 clusters Score -8158951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8158955.000000 Penalty: 5311.964844
	Iteration 137Q: 3 clusters Score -8158955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8158962.000000 Penalty: 5311.964844
	Iteration 138Q: 3 clusters Score -8158962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8158954.500000 Penalty: 5311.964844
	Iteration 139Q: 3 clusters Score -8158954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8158960.000000 Penalty: 5311.964844
	Iteration 140F: 3 clusters Score -8158960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8158957.000000 Penalty: 5311.964844
	Iteration 141Q: 3 clusters Score -8158957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8158960.000000 Penalty: 5311.964844
	Iteration 142Q: 3 clusters Score -8158960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8158956.500000 Penalty: 5311.964844
	Iteration 143Q: 3 clusters Score -8158956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8158959.500000 Penalty: 5311.964844
	Iteration 144Q: 3 clusters Score -8158960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -8158958.000000 Penalty: 5311.964844
	Iteration 145Q: 3 clusters Score -8158958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8158957.500000 Penalty: 5311.964844
	Iteration 146Q: 3 clusters Score -8158958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8158957.500000 Penalty: 5311.964844
	Iteration 147Q: 3 clusters Score -8158958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8158962.500000 Penalty: 5311.964844
	Iteration 148Q: 3 clusters Score -8158962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -8158961.500000 Penalty: 5311.964844
	Iteration 149Q: 3 clusters Score -8158962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8158958.500000 Penalty: 5311.964844
	Iteration 150Q: 3 clusters Score -8158958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8158958.000000 Penalty: 5311.964844
	Iteration 151Q: 3 clusters Score -8158958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8158956.000000 Penalty: 5311.964844
	Iteration 152Q: 3 clusters Score -8158956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -8158968.500000 Penalty: 5311.964844
	Iteration 153Q: 3 clusters Score -8158968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8158960.000000 Penalty: 5311.964844
	Iteration 154Q: 3 clusters Score -8158960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8158957.000000 Penalty: 5311.964844
	Iteration 155Q: 3 clusters Score -8158957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8158961.000000 Penalty: 5311.964844
	Iteration 156Q: 3 clusters Score -8158961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8158961.000000 Penalty: 5311.964844
	Iteration 157Q: 3 clusters Score -8158961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8158961.500000 Penalty: 5311.964844
	Iteration 158Q: 3 clusters Score -8158962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8158961.000000 Penalty: 5311.964844
	Iteration 159Q: 3 clusters Score -8158961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -8158965.500000 Penalty: 5311.964844
	Iteration 160F: 3 clusters Score -8158966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8158963.000000 Penalty: 5311.964844
	Iteration 161Q: 3 clusters Score -8158963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8158960.500000 Penalty: 5311.964844
	Iteration 162Q: 3 clusters Score -8158960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8158960.500000 Penalty: 5311.964844
	Iteration 163F: 3 clusters Score -8158960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Entering Unmasked Estep 
Score: -8502618.000000 Penalty: 2667.854248
	Iteration 0F: 2 clusters Score -8502618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8473000.000000 Penalty: 5335.708496
	Iteration 0F: 3 clusters Score -8473000 nChanged 21717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -8484942.000000 Penalty: 5335.708496
	Iteration 1F: 3 clusters Score -8484942 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -8485436.000000 Penalty: 5335.708496
	Iteration 2Q: 3 clusters Score -8485436 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -8486016.000000 Penalty: 5335.708496
	Iteration 3Q: 3 clusters Score -8486016 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -8486667.000000 Penalty: 5335.708496
	Iteration 4Q: 3 clusters Score -8486667 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -8487386.000000 Penalty: 5335.708496
	Iteration 5Q: 3 clusters Score -8487386 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -8488288.000000 Penalty: 5335.708496
	Iteration 6Q: 3 clusters Score -8488288 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -8489473.000000 Penalty: 5335.708496
	Iteration 7Q: 3 clusters Score -8489473 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -8491046.000000 Penalty: 5335.708496
	Iteration 8F: 3 clusters Score -8491046 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8493110.000000 Penalty: 5335.708496
	Iteration 9F: 3 clusters Score -8493110 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -8495059.000000 Penalty: 5335.708496
	Iteration 10F: 3 clusters Score -8495059 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -8496935.000000 Penalty: 5335.708496
	Iteration 11F: 3 clusters Score -8496935 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -8498253.000000 Penalty: 5335.708496
	Iteration 12Q: 3 clusters Score -8498253 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8499135.000000 Penalty: 5335.708496
	Iteration 13Q: 3 clusters Score -8499135 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8499699.000000 Penalty: 5335.708496
	Iteration 14Q: 3 clusters Score -8499699 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -8499964.000000 Penalty: 5335.708496
	Iteration 15Q: 3 clusters Score -8499964 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8500117.000000 Penalty: 5335.708496
	Iteration 16Q: 3 clusters Score -8500117 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -8500235.000000 Penalty: 5335.708496
	Iteration 17Q: 3 clusters Score -8500235 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -8500308.000000 Penalty: 5335.708496
	Iteration 18Q: 3 clusters Score -8500308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8500373.000000 Penalty: 5335.708496
	Iteration 19Q: 3 clusters Score -8500373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -8500378.000000 Penalty: 5335.708496
	Iteration 20F: 3 clusters Score -8500378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8500400.000000 Penalty: 5335.708496
	Iteration 21Q: 3 clusters Score -8500400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -8500422.000000 Penalty: 5335.708496
	Iteration 22Q: 3 clusters Score -8500422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -8500426.000000 Penalty: 5335.708496
	Iteration 23Q: 3 clusters Score -8500426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8500436.000000 Penalty: 5335.708496
	Iteration 24Q: 3 clusters Score -8500436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -8500437.000000 Penalty: 5335.708496
	Iteration 25Q: 3 clusters Score -8500437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -8500443.000000 Penalty: 5335.708496
	Iteration 26Q: 3 clusters Score -8500443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -8500442.000000 Penalty: 5335.708496
	Iteration 27Q: 3 clusters Score -8500442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -8500445.000000 Penalty: 5335.708496
	Iteration 28Q: 3 clusters Score -8500445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -8500452.000000 Penalty: 5335.708496
	Iteration 29Q: 3 clusters Score -8500452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8500452.000000 Penalty: 5335.708496
	Iteration 30Q: 3 clusters Score -8500452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -8500450.000000 Penalty: 5335.708496
	Iteration 31Q: 3 clusters Score -8500450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -8500454.000000 Penalty: 5335.708496
	Iteration 32Q: 3 clusters Score -8500454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -8500451.000000 Penalty: 5335.708496
	Iteration 33Q: 3 clusters Score -8500451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8500454.000000 Penalty: 5335.708496
	Iteration 34Q: 3 clusters Score -8500454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8500454.000000 Penalty: 5335.708496
	Iteration 35Q: 3 clusters Score -8500454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8500459.000000 Penalty: 5335.708496
	Iteration 36Q: 3 clusters Score -8500459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8500462.000000 Penalty: 5335.708496
	Iteration 37Q: 3 clusters Score -8500462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -8500459.000000 Penalty: 5335.708496
	Iteration 38Q: 3 clusters Score -8500459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8500457.000000 Penalty: 5335.708496
	Iteration 39Q: 3 clusters Score -8500457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -8500452.000000 Penalty: 5335.708496
	Iteration 40F: 3 clusters Score -8500452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -8500451.000000 Penalty: 5335.708496
	Iteration 41Q: 3 clusters Score -8500451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -8500451.000000 Penalty: 5335.708496
	Iteration 42F: 3 clusters Score -8500451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Entering Unmasked Estep 
Score: -2864688.500000 Penalty: 2403.146973
	Iteration 0F: 2 clusters Score -2864688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2853080.000000 Penalty: 4806.293945
	Iteration 0F: 3 clusters Score -2853080 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2856908.000000 Penalty: 4806.293945
	Iteration 1F: 3 clusters Score -2856908 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2857313.750000 Penalty: 4806.293945
	Iteration 2F: 3 clusters Score -2857314 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2857647.250000 Penalty: 4806.293945
	Iteration 3Q: 3 clusters Score -2857647 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2858025.750000 Penalty: 4806.293945
	Iteration 4Q: 3 clusters Score -2858026 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2858429.500000 Penalty: 4806.293945
	Iteration 5Q: 3 clusters Score -2858430 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2858907.250000 Penalty: 4806.293945
	Iteration 6F: 3 clusters Score -2858907 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2859478.000000 Penalty: 4806.293945
	Iteration 7F: 3 clusters Score -2859478 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2860180.000000 Penalty: 4806.293945
	Iteration 8F: 3 clusters Score -2860180 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2860856.500000 Penalty: 4806.293945
	Iteration 9F: 3 clusters Score -2860856 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2861458.750000 Penalty: 4806.293945
	Iteration 10Q: 3 clusters Score -2861459 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2861939.000000 Penalty: 4806.293945
	Iteration 11Q: 3 clusters Score -2861939 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2862269.500000 Penalty: 4806.293945
	Iteration 12Q: 3 clusters Score -2862270 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2862483.250000 Penalty: 4806.293945
	Iteration 13Q: 3 clusters Score -2862483 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2862607.000000 Penalty: 4806.293945
	Iteration 14Q: 3 clusters Score -2862607 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2862687.500000 Penalty: 4806.293945
	Iteration 15Q: 3 clusters Score -2862688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2862734.500000 Penalty: 4806.293945
	Iteration 16Q: 3 clusters Score -2862734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2862771.750000 Penalty: 4806.293945
	Iteration 17Q: 3 clusters Score -2862772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2862798.000000 Penalty: 4806.293945
	Iteration 18Q: 3 clusters Score -2862798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2862811.500000 Penalty: 4806.293945
	Iteration 19Q: 3 clusters Score -2862812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2862816.000000 Penalty: 4806.293945
	Iteration 20F: 3 clusters Score -2862816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2862818.500000 Penalty: 4806.293945
	Iteration 21Q: 3 clusters Score -2862818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2862819.000000 Penalty: 4806.293945
	Iteration 22Q: 3 clusters Score -2862819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2862820.500000 Penalty: 4806.293945
	Iteration 23Q: 3 clusters Score -2862820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2862820.500000 Penalty: 4806.293945
	Iteration 24F: 3 clusters Score -2862820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -1180778.875000 Penalty: 2186.432617
	Iteration 0F: 2 clusters Score -1180779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1175170.000000 Penalty: 4372.865234
	Iteration 0F: 3 clusters Score -1175170 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1176806.875000 Penalty: 4372.865234
	Iteration 1F: 3 clusters Score -1176807 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1177153.875000 Penalty: 4372.865234
	Iteration 2F: 3 clusters Score -1177154 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1177426.125000 Penalty: 4372.865234
	Iteration 3F: 3 clusters Score -1177426 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1177687.750000 Penalty: 4372.865234
	Iteration 4F: 3 clusters Score -1177688 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1177947.625000 Penalty: 4372.865234
	Iteration 5F: 3 clusters Score -1177948 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1178209.500000 Penalty: 4372.865234
	Iteration 6F: 3 clusters Score -1178210 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1178475.125000 Penalty: 4372.865234
	Iteration 7F: 3 clusters Score -1178475 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1178724.750000 Penalty: 4372.865234
	Iteration 8Q: 3 clusters Score -1178725 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1178978.250000 Penalty: 4372.865234
	Iteration 9Q: 3 clusters Score -1178978 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1179203.500000 Penalty: 4372.865234
	Iteration 10Q: 3 clusters Score -1179204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1179385.875000 Penalty: 4372.865234
	Iteration 11Q: 3 clusters Score -1179386 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1179511.125000 Penalty: 4372.865234
	Iteration 12Q: 3 clusters Score -1179511 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1179606.875000 Penalty: 4372.865234
	Iteration 13Q: 3 clusters Score -1179607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1179670.750000 Penalty: 4372.865234
	Iteration 14Q: 3 clusters Score -1179671 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1179702.625000 Penalty: 4372.865234
	Iteration 15Q: 3 clusters Score -1179703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1179718.250000 Penalty: 4372.865234
	Iteration 16Q: 3 clusters Score -1179718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1179737.250000 Penalty: 4372.865234
	Iteration 17Q: 3 clusters Score -1179737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1179742.750000 Penalty: 4372.865234
	Iteration 18Q: 3 clusters Score -1179743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1179749.750000 Penalty: 4372.865234
	Iteration 19Q: 3 clusters Score -1179750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1179755.625000 Penalty: 4372.865234
	Iteration 20F: 3 clusters Score -1179756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1179758.625000 Penalty: 4372.865234
	Iteration 21Q: 3 clusters Score -1179759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1179759.125000 Penalty: 4372.865234
	Iteration 22Q: 3 clusters Score -1179759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1179759.750000 Penalty: 4372.865234
	Iteration 23Q: 3 clusters Score -1179760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1179760.125000 Penalty: 4372.865234
	Iteration 24Q: 3 clusters Score -1179760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1179761.750000 Penalty: 4372.865234
	Iteration 25Q: 3 clusters Score -1179762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1179761.750000 Penalty: 4372.865234
	Iteration 26F: 3 clusters Score -1179762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Entering Unmasked Estep 
Score: -6281850.000000 Penalty: 2593.449707
	Iteration 0F: 2 clusters Score -6281850 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 17494 members 
Entering Unmasked Estep 
Score: -6258241.000000 Penalty: 5186.899414
	Iteration 0F: 3 clusters Score -6258241 nChanged 15679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -6267027.500000 Penalty: 5186.899414
	Iteration 1F: 3 clusters Score -6267028 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -6267637.000000 Penalty: 5186.899414
	Iteration 2Q: 3 clusters Score -6267637 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -6268188.500000 Penalty: 5186.899414
	Iteration 3Q: 3 clusters Score -6268188 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -6268872.000000 Penalty: 5186.899414
	Iteration 4Q: 3 clusters Score -6268872 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -6269713.000000 Penalty: 5186.899414
	Iteration 5Q: 3 clusters Score -6269713 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -6270771.500000 Penalty: 5186.899414
	Iteration 6F: 3 clusters Score -6270772 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -6272092.000000 Penalty: 5186.899414
	Iteration 7F: 3 clusters Score -6272092 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -6273749.000000 Penalty: 5186.899414
	Iteration 8F: 3 clusters Score -6273749 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -6275281.500000 Penalty: 5186.899414
	Iteration 9F: 3 clusters Score -6275282 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -6276171.500000 Penalty: 5186.899414
	Iteration 10Q: 3 clusters Score -6276172 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -6276587.500000 Penalty: 5186.899414
	Iteration 11Q: 3 clusters Score -6276588 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -6276783.000000 Penalty: 5186.899414
	Iteration 12Q: 3 clusters Score -6276783 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -6276923.000000 Penalty: 5186.899414
	Iteration 13Q: 3 clusters Score -6276923 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -6277007.500000 Penalty: 5186.899414
	Iteration 14Q: 3 clusters Score -6277008 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -6277091.000000 Penalty: 5186.899414
	Iteration 15Q: 3 clusters Score -6277091 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -6277154.000000 Penalty: 5186.899414
	Iteration 16Q: 3 clusters Score -6277154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -6277188.000000 Penalty: 5186.899414
	Iteration 17Q: 3 clusters Score -6277188 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -6277270.000000 Penalty: 5186.899414
	Iteration 18Q: 3 clusters Score -6277270 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -6277321.000000 Penalty: 5186.899414
	Iteration 19Q: 3 clusters Score -6277321 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -6277313.500000 Penalty: 5186.899414
	Iteration 20F: 3 clusters Score -6277314 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -6277391.000000 Penalty: 5186.899414
	Iteration 21Q: 3 clusters Score -6277391 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6277447.500000 Penalty: 5186.899414
	Iteration 22Q: 3 clusters Score -6277448 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -6277486.500000 Penalty: 5186.899414
	Iteration 23Q: 3 clusters Score -6277486 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -6277519.000000 Penalty: 5186.899414
	Iteration 24Q: 3 clusters Score -6277519 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -6277563.500000 Penalty: 5186.899414
	Iteration 25Q: 3 clusters Score -6277564 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -6277606.000000 Penalty: 5186.899414
	Iteration 26Q: 3 clusters Score -6277606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -6277615.500000 Penalty: 5186.899414
	Iteration 27Q: 3 clusters Score -6277616 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -6277675.500000 Penalty: 5186.899414
	Iteration 28Q: 3 clusters Score -6277676 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -6277750.500000 Penalty: 5186.899414
	Iteration 29Q: 3 clusters Score -6277750 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -6277797.500000 Penalty: 5186.899414
	Iteration 30Q: 3 clusters Score -6277798 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -6277846.500000 Penalty: 5186.899414
	Iteration 31Q: 3 clusters Score -6277846 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -6277894.500000 Penalty: 5186.899414
	Iteration 32Q: 3 clusters Score -6277894 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -6277952.500000 Penalty: 5186.899414
	Iteration 33Q: 3 clusters Score -6277952 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6277989.500000 Penalty: 5186.899414
	Iteration 34Q: 3 clusters Score -6277990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6278029.000000 Penalty: 5186.899414
	Iteration 35Q: 3 clusters Score -6278029 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6278073.000000 Penalty: 5186.899414
	Iteration 36Q: 3 clusters Score -6278073 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6278138.000000 Penalty: 5186.899414
	Iteration 37Q: 3 clusters Score -6278138 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -6278220.000000 Penalty: 5186.899414
	Iteration 38Q: 3 clusters Score -6278220 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -6278279.500000 Penalty: 5186.899414
	Iteration 39Q: 3 clusters Score -6278280 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6278366.500000 Penalty: 5186.899414
	Iteration 40F: 3 clusters Score -6278366 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6278415.000000 Penalty: 5186.899414
	Iteration 41Q: 3 clusters Score -6278415 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -6278477.000000 Penalty: 5186.899414
	Iteration 42Q: 3 clusters Score -6278477 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6278559.000000 Penalty: 5186.899414
	Iteration 43Q: 3 clusters Score -6278559 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6278623.000000 Penalty: 5186.899414
	Iteration 44Q: 3 clusters Score -6278623 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6278684.500000 Penalty: 5186.899414
	Iteration 45Q: 3 clusters Score -6278684 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6278728.500000 Penalty: 5186.899414
	Iteration 46Q: 3 clusters Score -6278728 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6278759.500000 Penalty: 5186.899414
	Iteration 47Q: 3 clusters Score -6278760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6278820.000000 Penalty: 5186.899414
	Iteration 48Q: 3 clusters Score -6278820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6278884.500000 Penalty: 5186.899414
	Iteration 49Q: 3 clusters Score -6278884 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6278924.500000 Penalty: 5186.899414
	Iteration 50Q: 3 clusters Score -6278924 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6278985.500000 Penalty: 5186.899414
	Iteration 51Q: 3 clusters Score -6278986 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6279050.000000 Penalty: 5186.899414
	Iteration 52Q: 3 clusters Score -6279050 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6279115.500000 Penalty: 5186.899414
	Iteration 53Q: 3 clusters Score -6279116 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6279176.500000 Penalty: 5186.899414
	Iteration 54Q: 3 clusters Score -6279176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6279241.500000 Penalty: 5186.899414
	Iteration 55Q: 3 clusters Score -6279242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6279285.000000 Penalty: 5186.899414
	Iteration 56Q: 3 clusters Score -6279285 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6279344.000000 Penalty: 5186.899414
	Iteration 57Q: 3 clusters Score -6279344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6279399.000000 Penalty: 5186.899414
	Iteration 58Q: 3 clusters Score -6279399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6279452.500000 Penalty: 5186.899414
	Iteration 59Q: 3 clusters Score -6279452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6279462.500000 Penalty: 5186.899414
	Iteration 60F: 3 clusters Score -6279462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6279488.000000 Penalty: 5186.899414
	Iteration 61Q: 3 clusters Score -6279488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6279500.500000 Penalty: 5186.899414
	Iteration 62Q: 3 clusters Score -6279500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6279506.500000 Penalty: 5186.899414
	Iteration 63Q: 3 clusters Score -6279506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6279509.500000 Penalty: 5186.899414
	Iteration 64Q: 3 clusters Score -6279510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6279518.500000 Penalty: 5186.899414
	Iteration 65Q: 3 clusters Score -6279518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6279523.500000 Penalty: 5186.899414
	Iteration 66Q: 3 clusters Score -6279524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6279555.000000 Penalty: 5186.899414
	Iteration 67Q: 3 clusters Score -6279555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6279560.000000 Penalty: 5186.899414
	Iteration 68Q: 3 clusters Score -6279560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6279564.500000 Penalty: 5186.899414
	Iteration 69Q: 3 clusters Score -6279564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6279573.500000 Penalty: 5186.899414
	Iteration 70Q: 3 clusters Score -6279574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6279586.000000 Penalty: 5186.899414
	Iteration 71Q: 3 clusters Score -6279586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6279585.000000 Penalty: 5186.899414
	Iteration 72Q: 3 clusters Score -6279585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6279578.000000 Penalty: 5186.899414
	Iteration 73Q: 3 clusters Score -6279578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6279580.500000 Penalty: 5186.899414
	Iteration 74Q: 3 clusters Score -6279580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6279589.000000 Penalty: 5186.899414
	Iteration 75Q: 3 clusters Score -6279589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6279599.000000 Penalty: 5186.899414
	Iteration 76Q: 3 clusters Score -6279599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6279594.500000 Penalty: 5186.899414
	Iteration 77Q: 3 clusters Score -6279594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6279596.000000 Penalty: 5186.899414
	Iteration 78Q: 3 clusters Score -6279596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6279590.000000 Penalty: 5186.899414
	Iteration 79Q: 3 clusters Score -6279590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6279588.000000 Penalty: 5186.899414
	Iteration 80F: 3 clusters Score -6279588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6279592.000000 Penalty: 5186.899414
	Iteration 81Q: 3 clusters Score -6279592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6279597.000000 Penalty: 5186.899414
	Iteration 82Q: 3 clusters Score -6279597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6279600.000000 Penalty: 5186.899414
	Iteration 83Q: 3 clusters Score -6279600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6279601.500000 Penalty: 5186.899414
	Iteration 84Q: 3 clusters Score -6279602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6279599.500000 Penalty: 5186.899414
	Iteration 85Q: 3 clusters Score -6279600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6279595.000000 Penalty: 5186.899414
	Iteration 86Q: 3 clusters Score -6279595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6279595.500000 Penalty: 5186.899414
	Iteration 87Q: 3 clusters Score -6279596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6279602.000000 Penalty: 5186.899414
	Iteration 88Q: 3 clusters Score -6279602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6279604.000000 Penalty: 5186.899414
	Iteration 89Q: 3 clusters Score -6279604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6279602.500000 Penalty: 5186.899414
	Iteration 90Q: 3 clusters Score -6279602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6279602.500000 Penalty: 5186.899414
	Iteration 91F: 3 clusters Score -6279602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Entering Unmasked Estep 
Score: -1470630.000000 Penalty: 2237.595947
	Iteration 0F: 2 clusters Score -1470630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1464124.500000 Penalty: 4475.191895
	Iteration 0F: 3 clusters Score -1464124 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1465840.375000 Penalty: 4475.191895
	Iteration 1F: 3 clusters Score -1465840 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1466112.375000 Penalty: 4475.191895
	Iteration 2F: 3 clusters Score -1466112 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1466262.750000 Penalty: 4475.191895
	Iteration 3Q: 3 clusters Score -1466263 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1466375.000000 Penalty: 4475.191895
	Iteration 4Q: 3 clusters Score -1466375 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1466456.750000 Penalty: 4475.191895
	Iteration 5Q: 3 clusters Score -1466457 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1466536.000000 Penalty: 4475.191895
	Iteration 6Q: 3 clusters Score -1466536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1466599.125000 Penalty: 4475.191895
	Iteration 7Q: 3 clusters Score -1466599 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1466663.000000 Penalty: 4475.191895
	Iteration 8Q: 3 clusters Score -1466663 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1466730.250000 Penalty: 4475.191895
	Iteration 9Q: 3 clusters Score -1466730 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1466771.000000 Penalty: 4475.191895
	Iteration 10Q: 3 clusters Score -1466771 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1466819.500000 Penalty: 4475.191895
	Iteration 11Q: 3 clusters Score -1466820 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1466874.500000 Penalty: 4475.191895
	Iteration 12Q: 3 clusters Score -1466874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1466927.375000 Penalty: 4475.191895
	Iteration 13Q: 3 clusters Score -1466927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1466978.500000 Penalty: 4475.191895
	Iteration 14Q: 3 clusters Score -1466978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1467037.000000 Penalty: 4475.191895
	Iteration 15Q: 3 clusters Score -1467037 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1467102.500000 Penalty: 4475.191895
	Iteration 16Q: 3 clusters Score -1467102 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1467180.000000 Penalty: 4475.191895
	Iteration 17Q: 3 clusters Score -1467180 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1467244.000000 Penalty: 4475.191895
	Iteration 18Q: 3 clusters Score -1467244 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1467307.125000 Penalty: 4475.191895
	Iteration 19Q: 3 clusters Score -1467307 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1467366.375000 Penalty: 4475.191895
	Iteration 20F: 3 clusters Score -1467366 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1467423.375000 Penalty: 4475.191895
	Iteration 21Q: 3 clusters Score -1467423 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1467499.250000 Penalty: 4475.191895
	Iteration 22Q: 3 clusters Score -1467499 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1467582.625000 Penalty: 4475.191895
	Iteration 23Q: 3 clusters Score -1467583 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1467657.250000 Penalty: 4475.191895
	Iteration 24Q: 3 clusters Score -1467657 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1467732.500000 Penalty: 4475.191895
	Iteration 25Q: 3 clusters Score -1467732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1467814.250000 Penalty: 4475.191895
	Iteration 26Q: 3 clusters Score -1467814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1467895.250000 Penalty: 4475.191895
	Iteration 27Q: 3 clusters Score -1467895 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1467976.500000 Penalty: 4475.191895
	Iteration 28Q: 3 clusters Score -1467976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1468046.500000 Penalty: 4475.191895
	Iteration 29Q: 3 clusters Score -1468046 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1468104.250000 Penalty: 4475.191895
	Iteration 30Q: 3 clusters Score -1468104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1468165.625000 Penalty: 4475.191895
	Iteration 31Q: 3 clusters Score -1468166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1468229.625000 Penalty: 4475.191895
	Iteration 32Q: 3 clusters Score -1468230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1468286.375000 Penalty: 4475.191895
	Iteration 33Q: 3 clusters Score -1468286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1468325.000000 Penalty: 4475.191895
	Iteration 34Q: 3 clusters Score -1468325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1468362.875000 Penalty: 4475.191895
	Iteration 35Q: 3 clusters Score -1468363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1468396.250000 Penalty: 4475.191895
	Iteration 36Q: 3 clusters Score -1468396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1468440.750000 Penalty: 4475.191895
	Iteration 37Q: 3 clusters Score -1468441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1468467.750000 Penalty: 4475.191895
	Iteration 38Q: 3 clusters Score -1468468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1468484.125000 Penalty: 4475.191895
	Iteration 39Q: 3 clusters Score -1468484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1468502.375000 Penalty: 4475.191895
	Iteration 40F: 3 clusters Score -1468502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1468522.250000 Penalty: 4475.191895
	Iteration 41Q: 3 clusters Score -1468522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1468541.750000 Penalty: 4475.191895
	Iteration 42Q: 3 clusters Score -1468542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1468555.875000 Penalty: 4475.191895
	Iteration 43Q: 3 clusters Score -1468556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1468575.125000 Penalty: 4475.191895
	Iteration 44Q: 3 clusters Score -1468575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1468590.625000 Penalty: 4475.191895
	Iteration 45Q: 3 clusters Score -1468591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1468597.000000 Penalty: 4475.191895
	Iteration 46Q: 3 clusters Score -1468597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1468604.750000 Penalty: 4475.191895
	Iteration 47Q: 3 clusters Score -1468605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1468612.875000 Penalty: 4475.191895
	Iteration 48Q: 3 clusters Score -1468613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1468618.625000 Penalty: 4475.191895
	Iteration 49Q: 3 clusters Score -1468619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1468628.000000 Penalty: 4475.191895
	Iteration 50Q: 3 clusters Score -1468628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1468636.500000 Penalty: 4475.191895
	Iteration 51Q: 3 clusters Score -1468636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1468643.875000 Penalty: 4475.191895
	Iteration 52Q: 3 clusters Score -1468644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1468653.250000 Penalty: 4475.191895
	Iteration 53Q: 3 clusters Score -1468653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1468654.625000 Penalty: 4475.191895
	Iteration 54Q: 3 clusters Score -1468655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1468655.875000 Penalty: 4475.191895
	Iteration 55Q: 3 clusters Score -1468656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1468655.875000 Penalty: 4475.191895
	Iteration 56F: 3 clusters Score -1468656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -2403470.750000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -2403471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2393449.750000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -2393450 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2396685.500000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -2396686 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2397099.250000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -2397099 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2397420.000000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -2397420 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2397705.750000 Penalty: 4722.879395
	Iteration 4Q: 3 clusters Score -2397706 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2398025.750000 Penalty: 4722.879395
	Iteration 5Q: 3 clusters Score -2398026 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2398385.500000 Penalty: 4722.879395
	Iteration 6Q: 3 clusters Score -2398386 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2398845.000000 Penalty: 4722.879395
	Iteration 7Q: 3 clusters Score -2398845 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2399437.750000 Penalty: 4722.879395
	Iteration 8F: 3 clusters Score -2399438 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2400086.750000 Penalty: 4722.879395
	Iteration 9F: 3 clusters Score -2400087 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2400670.750000 Penalty: 4722.879395
	Iteration 10F: 3 clusters Score -2400671 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2401178.250000 Penalty: 4722.879395
	Iteration 11F: 3 clusters Score -2401178 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2401606.750000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -2401607 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2401967.750000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -2401968 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2402315.500000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -2402316 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2402603.500000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -2402604 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2402808.500000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -2402808 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2402927.250000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -2402927 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2403031.750000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -2403032 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2403093.500000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -2403094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2403136.750000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -2403137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2403153.250000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -2403153 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2403168.250000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -2403168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2403179.500000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -2403180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2403184.750000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -2403185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2403187.750000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -2403188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2403197.750000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -2403198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2403206.750000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -2403207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2403209.000000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -2403209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2403211.250000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -2403211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2403210.750000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -2403211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2403208.750000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -2403209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2403209.250000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -2403209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2403207.750000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -2403208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2403213.500000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -2403214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2403214.000000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -2403214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2403213.250000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -2403213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2403219.000000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -2403219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2403216.250000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -2403216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2403217.000000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -2403217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2403214.750000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -2403215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -264848.718750 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -264848.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -262444.218750 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -262444.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -263133.062500 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -263133.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -263533.312500 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -263533.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263879.718750 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -263879.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264159.625000 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -264159.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -264340.375000 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -264340.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264426.656250 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -264426.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264489.187500 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -264489.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264534.000000 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -264534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264576.968750 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -264577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -264593.875000 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -264593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -264614.625000 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -264614.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264635.093750 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -264635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264642.968750 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -264643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -264651.500000 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -264651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -264657.937500 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -264657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -264662.312500 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -264662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -264664.031250 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -264664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264666.093750 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -264666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -264673.343750 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -264673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -264691.281250 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -264691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264718.812500 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -264718.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264747.281250 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -264747.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -264773.093750 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -264773.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -264808.093750 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -264808.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -264830.437500 Penalty: 3689.729980
	Iteration 25Q: 3 clusters Score -264830.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -264839.375000 Penalty: 3689.729980
	Iteration 26Q: 3 clusters Score -264839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -264843.562500 Penalty: 3689.729980
	Iteration 27Q: 3 clusters Score -264843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -264845.718750 Penalty: 3689.729980
	Iteration 28Q: 3 clusters Score -264845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -264846.937500 Penalty: 3689.729980
	Iteration 29Q: 3 clusters Score -264846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -264847.812500 Penalty: 3689.729980
	Iteration 30Q: 3 clusters Score -264847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -264850.531250 Penalty: 3689.729980
	Iteration 31Q: 3 clusters Score -264850.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -264850.531250 Penalty: 3689.729980
	Iteration 32F: 3 clusters Score -264850.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 47044 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27354 members 
Mstep: Class 7 contains 51373 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51800 members 
Mstep: Class 15 contains 45581 members 
Mstep: Class 16 contains 10219 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 44784 members 
Mstep: Class 19 contains 46980 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34803 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 44473 members 
Mstep: Class 27 contains 46946 members 
Mstep: Class 28 contains 10312 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43799 members 
Mstep: Class 32 contains 49266 members 
Mstep: Class 33 contains 72524 members 
Mstep: Class 34 contains 54404 members 
Mstep: Class 35 contains 42231 members 
Mstep: Class 36 contains 38299 members 
Mstep: Class 37 contains 39646 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46676 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 1139 members 
Entering Unmasked Estep 
Score: -196409008.000000 Penalty: 141646.312500
Splitting cluster 25 changes total score from -196410528.000000 to -196409008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (44473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Entering Unmasked Estep 
Score: -8035572.500000 Penalty: 2654.254150
	Iteration 0F: 2 clusters Score -8035572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -8006387.000000 Penalty: 5308.508301
	Iteration 0F: 3 clusters Score -8006387 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -8017648.500000 Penalty: 5308.508301
	Iteration 1F: 3 clusters Score -8017648 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -8018311.500000 Penalty: 5308.508301
	Iteration 2Q: 3 clusters Score -8018312 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -8018982.000000 Penalty: 5308.508301
	Iteration 3Q: 3 clusters Score -8018982 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -8019902.000000 Penalty: 5308.508301
	Iteration 4Q: 3 clusters Score -8019902 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -8021385.500000 Penalty: 5308.508301
	Iteration 5F: 3 clusters Score -8021386 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -8023565.000000 Penalty: 5308.508301
	Iteration 6F: 3 clusters Score -8023565 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8026249.500000 Penalty: 5308.508301
	Iteration 7F: 3 clusters Score -8026250 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -8028977.000000 Penalty: 5308.508301
	Iteration 8F: 3 clusters Score -8028977 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -8031126.000000 Penalty: 5308.508301
	Iteration 9F: 3 clusters Score -8031126 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8032301.500000 Penalty: 5308.508301
	Iteration 10Q: 3 clusters Score -8032302 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8032803.000000 Penalty: 5308.508301
	Iteration 11Q: 3 clusters Score -8032803 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8032999.000000 Penalty: 5308.508301
	Iteration 12Q: 3 clusters Score -8032999 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8033075.000000 Penalty: 5308.508301
	Iteration 13Q: 3 clusters Score -8033075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8033130.500000 Penalty: 5308.508301
	Iteration 14Q: 3 clusters Score -8033130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8033178.000000 Penalty: 5308.508301
	Iteration 15Q: 3 clusters Score -8033178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8033211.500000 Penalty: 5308.508301
	Iteration 16Q: 3 clusters Score -8033212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8033239.500000 Penalty: 5308.508301
	Iteration 17Q: 3 clusters Score -8033240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8033253.000000 Penalty: 5308.508301
	Iteration 18Q: 3 clusters Score -8033253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8033278.000000 Penalty: 5308.508301
	Iteration 19Q: 3 clusters Score -8033278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8033275.500000 Penalty: 5308.508301
	Iteration 20F: 3 clusters Score -8033276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8033280.000000 Penalty: 5308.508301
	Iteration 21Q: 3 clusters Score -8033280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8033280.000000 Penalty: 5308.508301
	Iteration 22Q: 3 clusters Score -8033280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8033288.500000 Penalty: 5308.508301
	Iteration 23Q: 3 clusters Score -8033288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8033299.500000 Penalty: 5308.508301
	Iteration 24Q: 3 clusters Score -8033300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8033299.500000 Penalty: 5308.508301
	Iteration 25F: 3 clusters Score -8033300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Entering Unmasked Estep 
Score: -8491485.000000 Penalty: 2667.674805
	Iteration 0F: 2 clusters Score -8491485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -8461127.000000 Penalty: 5335.349609
	Iteration 0F: 3 clusters Score -8461127 nChanged 21436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -8473292.000000 Penalty: 5335.349609
	Iteration 1F: 3 clusters Score -8473292 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -8474067.000000 Penalty: 5335.349609
	Iteration 2Q: 3 clusters Score -8474067 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -8475013.000000 Penalty: 5335.349609
	Iteration 3F: 3 clusters Score -8475013 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -8476168.000000 Penalty: 5335.349609
	Iteration 4F: 3 clusters Score -8476168 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -8477694.000000 Penalty: 5335.349609
	Iteration 5F: 3 clusters Score -8477694 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8479811.000000 Penalty: 5335.349609
	Iteration 6F: 3 clusters Score -8479811 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -8482246.000000 Penalty: 5335.349609
	Iteration 7F: 3 clusters Score -8482246 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -8484749.000000 Penalty: 5335.349609
	Iteration 8F: 3 clusters Score -8484749 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -8486788.000000 Penalty: 5335.349609
	Iteration 9F: 3 clusters Score -8486788 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8488040.000000 Penalty: 5335.349609
	Iteration 10Q: 3 clusters Score -8488040 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8488669.000000 Penalty: 5335.349609
	Iteration 11Q: 3 clusters Score -8488669 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8488934.000000 Penalty: 5335.349609
	Iteration 12Q: 3 clusters Score -8488934 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8489084.000000 Penalty: 5335.349609
	Iteration 13Q: 3 clusters Score -8489084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -8489140.000000 Penalty: 5335.349609
	Iteration 14Q: 3 clusters Score -8489140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8489212.000000 Penalty: 5335.349609
	Iteration 15Q: 3 clusters Score -8489212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8489236.000000 Penalty: 5335.349609
	Iteration 16Q: 3 clusters Score -8489236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -8489263.000000 Penalty: 5335.349609
	Iteration 17Q: 3 clusters Score -8489263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -8489278.000000 Penalty: 5335.349609
	Iteration 18Q: 3 clusters Score -8489278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -8489284.000000 Penalty: 5335.349609
	Iteration 19Q: 3 clusters Score -8489284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -8489288.000000 Penalty: 5335.349609
	Iteration 20F: 3 clusters Score -8489288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -8489291.000000 Penalty: 5335.349609
	Iteration 21Q: 3 clusters Score -8489291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -8489293.000000 Penalty: 5335.349609
	Iteration 22Q: 3 clusters Score -8489293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -8489295.000000 Penalty: 5335.349609
	Iteration 23Q: 3 clusters Score -8489295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -8489309.000000 Penalty: 5335.349609
	Iteration 24Q: 3 clusters Score -8489309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -8489310.000000 Penalty: 5335.349609
	Iteration 25Q: 3 clusters Score -8489310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -8489321.000000 Penalty: 5335.349609
	Iteration 26Q: 3 clusters Score -8489321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -8489319.000000 Penalty: 5335.349609
	Iteration 27Q: 3 clusters Score -8489319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8489319.000000 Penalty: 5335.349609
	Iteration 28Q: 3 clusters Score -8489319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -8489314.000000 Penalty: 5335.349609
	Iteration 29Q: 3 clusters Score -8489314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -8489314.000000 Penalty: 5335.349609
	Iteration 30F: 3 clusters Score -8489314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1832528.875000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1832529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1824595.875000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1824596 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1826890.125000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1826890 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1827212.125000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1827212 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1827470.875000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1827471 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1827729.375000 Penalty: 4583.567383
	Iteration 4Q: 3 clusters Score -1827729 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1827956.250000 Penalty: 4583.567383
	Iteration 5Q: 3 clusters Score -1827956 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1828213.500000 Penalty: 4583.567383
	Iteration 6Q: 3 clusters Score -1828214 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1828487.500000 Penalty: 4583.567383
	Iteration 7Q: 3 clusters Score -1828488 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1828761.250000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1828761 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1829038.500000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1829038 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1829305.000000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1829305 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1829575.500000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1829576 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1829811.125000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1829811 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1830001.750000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1830002 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1830163.750000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1830164 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1830296.000000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1830296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1830380.375000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1830380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1830427.375000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1830427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1830466.375000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1830466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1830496.375000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1830496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1830514.875000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1830515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1830521.125000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1830521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1830528.250000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1830528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1830534.250000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1830534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1830547.500000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1830548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1830549.875000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1830550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1830552.500000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1830552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1830555.375000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1830555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1830555.250000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1830555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1830556.250000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1830556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1830556.750000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1830557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1830560.125000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1830560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1830560.125000 Penalty: 4583.567383
	Iteration 32F: 3 clusters Score -1830560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -106184.007812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -106184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104497.492188 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -104497.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104995.781250 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -104995.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105219.242188 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -105219.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105360.593750 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -105360.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105471.601562 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -105471.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105548.554688 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -105548.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105648.367188 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -105648.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105724.132812 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -105724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105783.296875 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -105783.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105827.835938 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -105827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105870.445312 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -105870.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105897.609375 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -105897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105916.140625 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -105916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105927.773438 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -105927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105938.351562 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -105938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105944.390625 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -105944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105945.687500 Penalty: 3322.340820
	Iteration 16F: 3 clusters Score -105945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105954.976562 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -105955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105961.710938 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -105961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105964.593750 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -105964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105972.125000 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -105972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105989.171875 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -105989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106000.304688 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -106000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -106007.296875 Penalty: 3322.340820
	Iteration 23Q: 3 clusters Score -106007.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106020.296875 Penalty: 3322.340820
	Iteration 24Q: 3 clusters Score -106020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106030.843750 Penalty: 3322.340820
	Iteration 25Q: 3 clusters Score -106030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106036.828125 Penalty: 3322.340820
	Iteration 26Q: 3 clusters Score -106036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106046.289062 Penalty: 3322.340820
	Iteration 27Q: 3 clusters Score -106046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106095.039062 Penalty: 3322.340820
	Iteration 28Q: 3 clusters Score -106095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106147.867188 Penalty: 3322.340820
	Iteration 29Q: 3 clusters Score -106147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106158.085938 Penalty: 3322.340820
	Iteration 30Q: 3 clusters Score -106158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -106168.390625 Penalty: 3322.340820
	Iteration 31Q: 3 clusters Score -106168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106182.250000 Penalty: 3322.340820
	Iteration 32Q: 3 clusters Score -106182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106197.000000 Penalty: 3322.340820
	Iteration 33Q: 3 clusters Score -106197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106202.578125 Penalty: 3322.340820
	Iteration 34Q: 3 clusters Score -106202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106206.929688 Penalty: 3322.340820
	Iteration 35Q: 3 clusters Score -106206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106215.679688 Penalty: 3322.340820
	Iteration 36Q: 3 clusters Score -106215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106216.546875 Penalty: 3322.340820
	Iteration 37Q: 3 clusters Score -106216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106216.851562 Penalty: 3322.340820
	Iteration 38Q: 3 clusters Score -106216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106216.851562 Penalty: 3322.340820
	Iteration 39F: 3 clusters Score -106216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 47044 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27354 members 
Mstep: Class 7 contains 51373 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51800 members 
Mstep: Class 15 contains 45581 members 
Mstep: Class 16 contains 10219 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 44784 members 
Mstep: Class 19 contains 46980 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34803 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44473 members 
Mstep: Class 27 contains 46946 members 
Mstep: Class 28 contains 10312 members 
Mstep: Class 29 contains 460 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43799 members 
Mstep: Class 32 contains 49266 members 
Mstep: Class 33 contains 72524 members 
Mstep: Class 34 contains 54404 members 
Mstep: Class 35 contains 42231 members 
Mstep: Class 36 contains 38299 members 
Mstep: Class 37 contains 39646 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46676 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 351 members 
Entering Unmasked Estep 
Score: -196408640.000000 Penalty: 141646.312500
Splitting cluster 29 changes total score from -196410528.000000 to -196408640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -263245.468750 Penalty: 1825.147949
	Iteration 0F: 2 clusters Score -263245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -261062.078125 Penalty: 3650.295898
	Iteration 0F: 3 clusters Score -261062.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -261926.687500 Penalty: 3650.295898
	Iteration 1F: 3 clusters Score -261926.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -262553.218750 Penalty: 3650.295898
	Iteration 2F: 3 clusters Score -262553.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -262992.812500 Penalty: 3650.295898
	Iteration 3F: 3 clusters Score -262992.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -263310.562500 Penalty: 3650.295898
	Iteration 4F: 3 clusters Score -263310.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -263452.312500 Penalty: 3650.295898
	Iteration 5Q: 3 clusters Score -263452.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -263520.531250 Penalty: 3650.295898
	Iteration 6Q: 3 clusters Score -263520.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -263566.125000 Penalty: 3650.295898
	Iteration 7Q: 3 clusters Score -263566.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -263597.031250 Penalty: 3650.295898
	Iteration 8Q: 3 clusters Score -263597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -263636.781250 Penalty: 3650.295898
	Iteration 9Q: 3 clusters Score -263636.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263681.156250 Penalty: 3650.295898
	Iteration 10Q: 3 clusters Score -263681.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -263738.125000 Penalty: 3650.295898
	Iteration 11Q: 3 clusters Score -263738.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -263788.156250 Penalty: 3650.295898
	Iteration 12Q: 3 clusters Score -263788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -263827.156250 Penalty: 3650.295898
	Iteration 13Q: 3 clusters Score -263827.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -263848.875000 Penalty: 3650.295898
	Iteration 14Q: 3 clusters Score -263848.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -263860.562500 Penalty: 3650.295898
	Iteration 15Q: 3 clusters Score -263860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -263870.000000 Penalty: 3650.295898
	Iteration 16Q: 3 clusters Score -263870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -263875.187500 Penalty: 3650.295898
	Iteration 17Q: 3 clusters Score -263875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -263882.875000 Penalty: 3650.295898
	Iteration 18Q: 3 clusters Score -263882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -263888.031250 Penalty: 3650.295898
	Iteration 19Q: 3 clusters Score -263888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263894.406250 Penalty: 3650.295898
	Iteration 20F: 3 clusters Score -263894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -263898.718750 Penalty: 3650.295898
	Iteration 21Q: 3 clusters Score -263898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -263900.656250 Penalty: 3650.295898
	Iteration 22Q: 3 clusters Score -263900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -263903.281250 Penalty: 3650.295898
	Iteration 23Q: 3 clusters Score -263903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -263906.906250 Penalty: 3650.295898
	Iteration 24Q: 3 clusters Score -263906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -263911.156250 Penalty: 3650.295898
	Iteration 25Q: 3 clusters Score -263911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -263916.250000 Penalty: 3650.295898
	Iteration 26Q: 3 clusters Score -263916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -263926.312500 Penalty: 3650.295898
	Iteration 27Q: 3 clusters Score -263926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -263933.125000 Penalty: 3650.295898
	Iteration 28Q: 3 clusters Score -263933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -263939.218750 Penalty: 3650.295898
	Iteration 29Q: 3 clusters Score -263939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263942.500000 Penalty: 3650.295898
	Iteration 30Q: 3 clusters Score -263942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -263944.281250 Penalty: 3650.295898
	Iteration 31Q: 3 clusters Score -263944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263948.000000 Penalty: 3650.295898
	Iteration 32Q: 3 clusters Score -263948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -263950.843750 Penalty: 3650.295898
	Iteration 33Q: 3 clusters Score -263950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -263955.218750 Penalty: 3650.295898
	Iteration 34Q: 3 clusters Score -263955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -263961.343750 Penalty: 3650.295898
	Iteration 35Q: 3 clusters Score -263961.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -263964.906250 Penalty: 3650.295898
	Iteration 36Q: 3 clusters Score -263964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -263969.843750 Penalty: 3650.295898
	Iteration 37Q: 3 clusters Score -263969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263976.750000 Penalty: 3650.295898
	Iteration 38Q: 3 clusters Score -263976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -263982.093750 Penalty: 3650.295898
	Iteration 39Q: 3 clusters Score -263982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -263986.125000 Penalty: 3650.295898
	Iteration 40F: 3 clusters Score -263986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263989.750000 Penalty: 3650.295898
	Iteration 41Q: 3 clusters Score -263989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -263993.343750 Penalty: 3650.295898
	Iteration 42Q: 3 clusters Score -263993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -263997.687500 Penalty: 3650.295898
	Iteration 43Q: 3 clusters Score -263997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -264000.125000 Penalty: 3650.295898
	Iteration 44Q: 3 clusters Score -264000.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -264004.031250 Penalty: 3650.295898
	Iteration 45Q: 3 clusters Score -264004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -264006.281250 Penalty: 3650.295898
	Iteration 46Q: 3 clusters Score -264006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264009.125000 Penalty: 3650.295898
	Iteration 47Q: 3 clusters Score -264009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -264014.000000 Penalty: 3650.295898
	Iteration 48Q: 3 clusters Score -264014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -264020.031250 Penalty: 3650.295898
	Iteration 49Q: 3 clusters Score -264020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -264022.125000 Penalty: 3650.295898
	Iteration 50Q: 3 clusters Score -264022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264029.781250 Penalty: 3650.295898
	Iteration 51Q: 3 clusters Score -264029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264031.562500 Penalty: 3650.295898
	Iteration 52Q: 3 clusters Score -264031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264032.250000 Penalty: 3650.295898
	Iteration 53Q: 3 clusters Score -264032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -264032.875000 Penalty: 3650.295898
	Iteration 54Q: 3 clusters Score -264032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264034.750000 Penalty: 3650.295898
	Iteration 55Q: 3 clusters Score -264034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264034.750000 Penalty: 3650.295898
	Iteration 56F: 3 clusters Score -264034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 47044 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27354 members 
Mstep: Class 7 contains 51373 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51800 members 
Mstep: Class 15 contains 45581 members 
Mstep: Class 16 contains 10219 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 44784 members 
Mstep: Class 19 contains 46980 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34803 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44473 members 
Mstep: Class 27 contains 46946 members 
Mstep: Class 28 contains 10312 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 487 members 
Mstep: Class 31 contains 43799 members 
Mstep: Class 32 contains 49266 members 
Mstep: Class 33 contains 72524 members 
Mstep: Class 34 contains 54404 members 
Mstep: Class 35 contains 42231 members 
Mstep: Class 36 contains 38299 members 
Mstep: Class 37 contains 39646 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46676 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 1084 members 
Entering Unmasked Estep 
Score: -196409792.000000 Penalty: 141646.312500
Splitting cluster 30 changes total score from -196410528.000000 to -196409792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (43799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Entering Unmasked Estep 
Score: -7794989.500000 Penalty: 2650.466797
	Iteration 0F: 2 clusters Score -7794990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -7765903.500000 Penalty: 5300.933594
	Iteration 0F: 3 clusters Score -7765904 nChanged 20134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -7777123.500000 Penalty: 5300.933594
	Iteration 1F: 3 clusters Score -7777124 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -7777674.000000 Penalty: 5300.933594
	Iteration 2Q: 3 clusters Score -7777674 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -7778151.500000 Penalty: 5300.933594
	Iteration 3Q: 3 clusters Score -7778152 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -7778755.000000 Penalty: 5300.933594
	Iteration 4Q: 3 clusters Score -7778755 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -7779480.000000 Penalty: 5300.933594
	Iteration 5Q: 3 clusters Score -7779480 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -7780522.500000 Penalty: 5300.933594
	Iteration 6Q: 3 clusters Score -7780522 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -7781788.500000 Penalty: 5300.933594
	Iteration 7F: 3 clusters Score -7781788 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -7783229.500000 Penalty: 5300.933594
	Iteration 8F: 3 clusters Score -7783230 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -7784701.500000 Penalty: 5300.933594
	Iteration 9F: 3 clusters Score -7784702 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -7786154.500000 Penalty: 5300.933594
	Iteration 10F: 3 clusters Score -7786154 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -7787584.000000 Penalty: 5300.933594
	Iteration 11F: 3 clusters Score -7787584 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -7788931.500000 Penalty: 5300.933594
	Iteration 12Q: 3 clusters Score -7788932 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7790040.500000 Penalty: 5300.933594
	Iteration 13Q: 3 clusters Score -7790040 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -7790829.000000 Penalty: 5300.933594
	Iteration 14Q: 3 clusters Score -7790829 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -7791391.000000 Penalty: 5300.933594
	Iteration 15Q: 3 clusters Score -7791391 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -7791757.000000 Penalty: 5300.933594
	Iteration 16Q: 3 clusters Score -7791757 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -7792025.000000 Penalty: 5300.933594
	Iteration 17Q: 3 clusters Score -7792025 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7792296.500000 Penalty: 5300.933594
	Iteration 18Q: 3 clusters Score -7792296 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -7792474.000000 Penalty: 5300.933594
	Iteration 19Q: 3 clusters Score -7792474 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -7792648.000000 Penalty: 5300.933594
	Iteration 20F: 3 clusters Score -7792648 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -7792776.000000 Penalty: 5300.933594
	Iteration 21Q: 3 clusters Score -7792776 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7792870.500000 Penalty: 5300.933594
	Iteration 22Q: 3 clusters Score -7792870 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -7792962.500000 Penalty: 5300.933594
	Iteration 23Q: 3 clusters Score -7792962 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -7793043.500000 Penalty: 5300.933594
	Iteration 24Q: 3 clusters Score -7793044 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -7793128.500000 Penalty: 5300.933594
	Iteration 25Q: 3 clusters Score -7793128 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7793202.000000 Penalty: 5300.933594
	Iteration 26Q: 3 clusters Score -7793202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7793224.500000 Penalty: 5300.933594
	Iteration 27Q: 3 clusters Score -7793224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -7793261.500000 Penalty: 5300.933594
	Iteration 28Q: 3 clusters Score -7793262 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7793277.500000 Penalty: 5300.933594
	Iteration 29Q: 3 clusters Score -7793278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7793333.000000 Penalty: 5300.933594
	Iteration 30Q: 3 clusters Score -7793333 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7793351.000000 Penalty: 5300.933594
	Iteration 31Q: 3 clusters Score -7793351 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -7793367.500000 Penalty: 5300.933594
	Iteration 32Q: 3 clusters Score -7793368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -7793376.500000 Penalty: 5300.933594
	Iteration 33Q: 3 clusters Score -7793376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7793398.000000 Penalty: 5300.933594
	Iteration 34Q: 3 clusters Score -7793398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7793422.000000 Penalty: 5300.933594
	Iteration 35Q: 3 clusters Score -7793422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7793427.000000 Penalty: 5300.933594
	Iteration 36Q: 3 clusters Score -7793427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7793424.000000 Penalty: 5300.933594
	Iteration 37Q: 3 clusters Score -7793424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7793433.500000 Penalty: 5300.933594
	Iteration 38Q: 3 clusters Score -7793434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7793446.500000 Penalty: 5300.933594
	Iteration 39Q: 3 clusters Score -7793446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7793457.000000 Penalty: 5300.933594
	Iteration 40F: 3 clusters Score -7793457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7793485.500000 Penalty: 5300.933594
	Iteration 41Q: 3 clusters Score -7793486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -7793483.000000 Penalty: 5300.933594
	Iteration 42Q: 3 clusters Score -7793483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -7793488.000000 Penalty: 5300.933594
	Iteration 43Q: 3 clusters Score -7793488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -7793511.500000 Penalty: 5300.933594
	Iteration 44Q: 3 clusters Score -7793512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -7793501.500000 Penalty: 5300.933594
	Iteration 45Q: 3 clusters Score -7793502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -7793516.500000 Penalty: 5300.933594
	Iteration 46Q: 3 clusters Score -7793516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -7793534.000000 Penalty: 5300.933594
	Iteration 47Q: 3 clusters Score -7793534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7793536.000000 Penalty: 5300.933594
	Iteration 48Q: 3 clusters Score -7793536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7793527.500000 Penalty: 5300.933594
	Iteration 49Q: 3 clusters Score -7793528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -7793539.500000 Penalty: 5300.933594
	Iteration 50Q: 3 clusters Score -7793540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -7793549.500000 Penalty: 5300.933594
	Iteration 51Q: 3 clusters Score -7793550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -7793555.000000 Penalty: 5300.933594
	Iteration 52Q: 3 clusters Score -7793555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -7793557.500000 Penalty: 5300.933594
	Iteration 53Q: 3 clusters Score -7793558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7793558.500000 Penalty: 5300.933594
	Iteration 54Q: 3 clusters Score -7793558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -7793550.000000 Penalty: 5300.933594
	Iteration 55Q: 3 clusters Score -7793550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7793539.500000 Penalty: 5300.933594
	Iteration 56Q: 3 clusters Score -7793540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7793546.500000 Penalty: 5300.933594
	Iteration 57Q: 3 clusters Score -7793546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7793551.500000 Penalty: 5300.933594
	Iteration 58Q: 3 clusters Score -7793552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -7793554.500000 Penalty: 5300.933594
	Iteration 59Q: 3 clusters Score -7793554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -7793548.000000 Penalty: 5300.933594
	Iteration 60F: 3 clusters Score -7793548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -7793549.000000 Penalty: 5300.933594
	Iteration 61Q: 3 clusters Score -7793549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -7793555.500000 Penalty: 5300.933594
	Iteration 62Q: 3 clusters Score -7793556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -7793549.000000 Penalty: 5300.933594
	Iteration 63Q: 3 clusters Score -7793549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7793548.500000 Penalty: 5300.933594
	Iteration 64Q: 3 clusters Score -7793548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7793551.500000 Penalty: 5300.933594
	Iteration 65Q: 3 clusters Score -7793552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -7793547.000000 Penalty: 5300.933594
	Iteration 66Q: 3 clusters Score -7793547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -7793544.500000 Penalty: 5300.933594
	Iteration 67Q: 3 clusters Score -7793544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -7793547.000000 Penalty: 5300.933594
	Iteration 68Q: 3 clusters Score -7793547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -7793542.500000 Penalty: 5300.933594
	Iteration 69Q: 3 clusters Score -7793542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7793549.000000 Penalty: 5300.933594
	Iteration 70Q: 3 clusters Score -7793549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -7793548.000000 Penalty: 5300.933594
	Iteration 71Q: 3 clusters Score -7793548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -7793549.000000 Penalty: 5300.933594
	Iteration 72Q: 3 clusters Score -7793549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -7793547.000000 Penalty: 5300.933594
	Iteration 73Q: 3 clusters Score -7793547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7793545.500000 Penalty: 5300.933594
	Iteration 74Q: 3 clusters Score -7793546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -7793544.000000 Penalty: 5300.933594
	Iteration 75Q: 3 clusters Score -7793544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7793545.000000 Penalty: 5300.933594
	Iteration 76Q: 3 clusters Score -7793545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7793545.000000 Penalty: 5300.933594
	Iteration 77F: 3 clusters Score -7793545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (49266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Entering Unmasked Estep 
Score: -8754632.000000 Penalty: 2679.637451
	Iteration 0F: 2 clusters Score -8754632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -8723545.000000 Penalty: 5359.274902
	Iteration 0F: 3 clusters Score -8723545 nChanged 22796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -8736208.000000 Penalty: 5359.274902
	Iteration 1F: 3 clusters Score -8736208 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -8736655.000000 Penalty: 5359.274902
	Iteration 2Q: 3 clusters Score -8736655 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8737039.000000 Penalty: 5359.274902
	Iteration 3Q: 3 clusters Score -8737039 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -8737487.000000 Penalty: 5359.274902
	Iteration 4Q: 3 clusters Score -8737487 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -8737999.000000 Penalty: 5359.274902
	Iteration 5Q: 3 clusters Score -8737999 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -8738694.000000 Penalty: 5359.274902
	Iteration 6Q: 3 clusters Score -8738694 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -8739675.000000 Penalty: 5359.274902
	Iteration 7Q: 3 clusters Score -8739675 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -8740942.000000 Penalty: 5359.274902
	Iteration 8F: 3 clusters Score -8740942 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -8742532.000000 Penalty: 5359.274902
	Iteration 9F: 3 clusters Score -8742532 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -8744318.000000 Penalty: 5359.274902
	Iteration 10F: 3 clusters Score -8744318 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -8746056.000000 Penalty: 5359.274902
	Iteration 11F: 3 clusters Score -8746056 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8747532.000000 Penalty: 5359.274902
	Iteration 12F: 3 clusters Score -8747532 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -8748767.000000 Penalty: 5359.274902
	Iteration 13Q: 3 clusters Score -8748767 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -8749687.000000 Penalty: 5359.274902
	Iteration 14Q: 3 clusters Score -8749687 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -8750508.000000 Penalty: 5359.274902
	Iteration 15Q: 3 clusters Score -8750508 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8751158.000000 Penalty: 5359.274902
	Iteration 16Q: 3 clusters Score -8751158 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8751513.000000 Penalty: 5359.274902
	Iteration 17Q: 3 clusters Score -8751513 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -8751797.000000 Penalty: 5359.274902
	Iteration 18Q: 3 clusters Score -8751797 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8752043.000000 Penalty: 5359.274902
	Iteration 19Q: 3 clusters Score -8752043 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -8752160.000000 Penalty: 5359.274902
	Iteration 20F: 3 clusters Score -8752160 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -8752273.000000 Penalty: 5359.274902
	Iteration 21Q: 3 clusters Score -8752273 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -8752327.000000 Penalty: 5359.274902
	Iteration 22Q: 3 clusters Score -8752327 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -8752410.000000 Penalty: 5359.274902
	Iteration 23Q: 3 clusters Score -8752410 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -8752480.000000 Penalty: 5359.274902
	Iteration 24Q: 3 clusters Score -8752480 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -8752498.000000 Penalty: 5359.274902
	Iteration 25Q: 3 clusters Score -8752498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -8752522.000000 Penalty: 5359.274902
	Iteration 26Q: 3 clusters Score -8752522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8752538.000000 Penalty: 5359.274902
	Iteration 27Q: 3 clusters Score -8752538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -8752562.000000 Penalty: 5359.274902
	Iteration 28Q: 3 clusters Score -8752562 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8752579.000000 Penalty: 5359.274902
	Iteration 29Q: 3 clusters Score -8752579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -8752594.000000 Penalty: 5359.274902
	Iteration 30Q: 3 clusters Score -8752594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -8752606.000000 Penalty: 5359.274902
	Iteration 31Q: 3 clusters Score -8752606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -8752622.000000 Penalty: 5359.274902
	Iteration 32Q: 3 clusters Score -8752622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -8752635.000000 Penalty: 5359.274902
	Iteration 33Q: 3 clusters Score -8752635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -8752633.000000 Penalty: 5359.274902
	Iteration 34Q: 3 clusters Score -8752633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -8752623.000000 Penalty: 5359.274902
	Iteration 35Q: 3 clusters Score -8752623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -8752633.000000 Penalty: 5359.274902
	Iteration 36Q: 3 clusters Score -8752633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -8752641.000000 Penalty: 5359.274902
	Iteration 37Q: 3 clusters Score -8752641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -8752631.000000 Penalty: 5359.274902
	Iteration 38Q: 3 clusters Score -8752631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -8752641.000000 Penalty: 5359.274902
	Iteration 39Q: 3 clusters Score -8752641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8752636.000000 Penalty: 5359.274902
	Iteration 40F: 3 clusters Score -8752636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -8752644.000000 Penalty: 5359.274902
	Iteration 41Q: 3 clusters Score -8752644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -8752639.000000 Penalty: 5359.274902
	Iteration 42Q: 3 clusters Score -8752639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -8752647.000000 Penalty: 5359.274902
	Iteration 43Q: 3 clusters Score -8752647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -8752648.000000 Penalty: 5359.274902
	Iteration 44Q: 3 clusters Score -8752648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -8752650.000000 Penalty: 5359.274902
	Iteration 45Q: 3 clusters Score -8752650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -8752640.000000 Penalty: 5359.274902
	Iteration 46Q: 3 clusters Score -8752640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -8752643.000000 Penalty: 5359.274902
	Iteration 47Q: 3 clusters Score -8752643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -8752646.000000 Penalty: 5359.274902
	Iteration 48Q: 3 clusters Score -8752646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -8752652.000000 Penalty: 5359.274902
	Iteration 49Q: 3 clusters Score -8752652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -8752653.000000 Penalty: 5359.274902
	Iteration 50Q: 3 clusters Score -8752653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -8752647.000000 Penalty: 5359.274902
	Iteration 51Q: 3 clusters Score -8752647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 5359.274902
	Iteration 52Q: 3 clusters Score -8752656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -8752652.000000 Penalty: 5359.274902
	Iteration 53Q: 3 clusters Score -8752652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -8752646.000000 Penalty: 5359.274902
	Iteration 54Q: 3 clusters Score -8752646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -8752643.000000 Penalty: 5359.274902
	Iteration 55Q: 3 clusters Score -8752643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -8752650.000000 Penalty: 5359.274902
	Iteration 56Q: 3 clusters Score -8752650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -8752647.000000 Penalty: 5359.274902
	Iteration 57Q: 3 clusters Score -8752647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 5359.274902
	Iteration 58Q: 3 clusters Score -8752656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 5359.274902
	Iteration 59Q: 3 clusters Score -8752656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 5359.274902
	Iteration 60F: 3 clusters Score -8752656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 5359.274902
	Iteration 61Q: 3 clusters Score -8752656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -8752650.000000 Penalty: 5359.274902
	Iteration 62Q: 3 clusters Score -8752650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -8752653.000000 Penalty: 5359.274902
	Iteration 63Q: 3 clusters Score -8752653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -8752644.000000 Penalty: 5359.274902
	Iteration 64Q: 3 clusters Score -8752644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -8752657.000000 Penalty: 5359.274902
	Iteration 65Q: 3 clusters Score -8752657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -8752663.000000 Penalty: 5359.274902
	Iteration 66Q: 3 clusters Score -8752663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -8752652.000000 Penalty: 5359.274902
	Iteration 67Q: 3 clusters Score -8752652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 5359.274902
	Iteration 68Q: 3 clusters Score -8752656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -8752648.000000 Penalty: 5359.274902
	Iteration 69Q: 3 clusters Score -8752648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -8752653.000000 Penalty: 5359.274902
	Iteration 70Q: 3 clusters Score -8752653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -8752651.000000 Penalty: 5359.274902
	Iteration 71Q: 3 clusters Score -8752651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -8752646.000000 Penalty: 5359.274902
	Iteration 72Q: 3 clusters Score -8752646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -8752641.000000 Penalty: 5359.274902
	Iteration 73Q: 3 clusters Score -8752641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -8752638.000000 Penalty: 5359.274902
	Iteration 74Q: 3 clusters Score -8752638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -8752638.000000 Penalty: 5359.274902
	Iteration 75Q: 3 clusters Score -8752638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -8752641.000000 Penalty: 5359.274902
	Iteration 76Q: 3 clusters Score -8752641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -8752638.000000 Penalty: 5359.274902
	Iteration 77Q: 3 clusters Score -8752638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -8752638.000000 Penalty: 5359.274902
	Iteration 78F: 3 clusters Score -8752638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (72524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Entering Unmasked Estep 
Score: -12767629.000000 Penalty: 2775.534912
	Iteration 0F: 2 clusters Score -1.276763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -12725183.000000 Penalty: 5551.069824
	Iteration 0F: 3 clusters Score -1.272518e+07 nChanged 34095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -12744357.000000 Penalty: 5551.069824
	Iteration 1F: 3 clusters Score -1.274436e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -12745210.000000 Penalty: 5551.069824
	Iteration 2Q: 3 clusters Score -1.274521e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -12746025.000000 Penalty: 5551.069824
	Iteration 3Q: 3 clusters Score -1.274602e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -12746945.000000 Penalty: 5551.069824
	Iteration 4Q: 3 clusters Score -1.274694e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -12748187.000000 Penalty: 5551.069824
	Iteration 5Q: 3 clusters Score -1.274819e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -12749766.000000 Penalty: 5551.069824
	Iteration 6F: 3 clusters Score -1.274977e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -12751335.000000 Penalty: 5551.069824
	Iteration 7F: 3 clusters Score -1.275134e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -12752989.000000 Penalty: 5551.069824
	Iteration 8F: 3 clusters Score -1.275299e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -12754632.000000 Penalty: 5551.069824
	Iteration 9F: 3 clusters Score -1.275463e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -12756462.000000 Penalty: 5551.069824
	Iteration 10F: 3 clusters Score -1.275646e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -12758479.000000 Penalty: 5551.069824
	Iteration 11Q: 3 clusters Score -1.275848e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -12760453.000000 Penalty: 5551.069824
	Iteration 12Q: 3 clusters Score -1.276045e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -12762275.000000 Penalty: 5551.069824
	Iteration 13Q: 3 clusters Score -1.276228e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -12763488.000000 Penalty: 5551.069824
	Iteration 14Q: 3 clusters Score -1.276349e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -12764014.000000 Penalty: 5551.069824
	Iteration 15Q: 3 clusters Score -1.276401e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -12764402.000000 Penalty: 5551.069824
	Iteration 16Q: 3 clusters Score -1.27644e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -12764585.000000 Penalty: 5551.069824
	Iteration 17Q: 3 clusters Score -1.276458e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -12764662.000000 Penalty: 5551.069824
	Iteration 18Q: 3 clusters Score -1.276466e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -12764739.000000 Penalty: 5551.069824
	Iteration 19Q: 3 clusters Score -1.276474e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -12764778.000000 Penalty: 5551.069824
	Iteration 20F: 3 clusters Score -1.276478e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -12764802.000000 Penalty: 5551.069824
	Iteration 21Q: 3 clusters Score -1.27648e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -12764821.000000 Penalty: 5551.069824
	Iteration 22Q: 3 clusters Score -1.276482e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -12764874.000000 Penalty: 5551.069824
	Iteration 23Q: 3 clusters Score -1.276487e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -12764908.000000 Penalty: 5551.069824
	Iteration 24Q: 3 clusters Score -1.276491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 70771 members 
Entering Unmasked Estep 
Score: -12764914.000000 Penalty: 5551.069824
	Iteration 25Q: 3 clusters Score -1.276491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -12764909.000000 Penalty: 5551.069824
	Iteration 26Q: 3 clusters Score -1.276491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -12764937.000000 Penalty: 5551.069824
	Iteration 27Q: 3 clusters Score -1.276494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -12764936.000000 Penalty: 5551.069824
	Iteration 28Q: 3 clusters Score -1.276494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -12764950.000000 Penalty: 5551.069824
	Iteration 29Q: 3 clusters Score -1.276495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -12764958.000000 Penalty: 5551.069824
	Iteration 30Q: 3 clusters Score -1.276496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -12764955.000000 Penalty: 5551.069824
	Iteration 31Q: 3 clusters Score -1.276496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -12764968.000000 Penalty: 5551.069824
	Iteration 32Q: 3 clusters Score -1.276497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -12764973.000000 Penalty: 5551.069824
	Iteration 33Q: 3 clusters Score -1.276497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -12764974.000000 Penalty: 5551.069824
	Iteration 34Q: 3 clusters Score -1.276497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -12764975.000000 Penalty: 5551.069824
	Iteration 35Q: 3 clusters Score -1.276498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -12764992.000000 Penalty: 5551.069824
	Iteration 36Q: 3 clusters Score -1.276499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -12764985.000000 Penalty: 5551.069824
	Iteration 37Q: 3 clusters Score -1.276498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -12764988.000000 Penalty: 5551.069824
	Iteration 38Q: 3 clusters Score -1.276499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -12764985.000000 Penalty: 5551.069824
	Iteration 39Q: 3 clusters Score -1.276498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -12764988.000000 Penalty: 5551.069824
	Iteration 40F: 3 clusters Score -1.276499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (54404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Entering Unmasked Estep 
Score: -9795149.000000 Penalty: 2704.239746
	Iteration 0F: 2 clusters Score -9795149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -9764237.000000 Penalty: 5408.479492
	Iteration 0F: 3 clusters Score -9764237 nChanged 25214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -9778537.000000 Penalty: 5408.479492
	Iteration 1F: 3 clusters Score -9778537 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -9779170.000000 Penalty: 5408.479492
	Iteration 2Q: 3 clusters Score -9779170 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -9779956.000000 Penalty: 5408.479492
	Iteration 3Q: 3 clusters Score -9779956 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -9781093.000000 Penalty: 5408.479492
	Iteration 4Q: 3 clusters Score -9781093 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -9782827.000000 Penalty: 5408.479492
	Iteration 5F: 3 clusters Score -9782827 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -9785205.000000 Penalty: 5408.479492
	Iteration 6F: 3 clusters Score -9785205 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -9787851.000000 Penalty: 5408.479492
	Iteration 7F: 3 clusters Score -9787851 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -9789682.000000 Penalty: 5408.479492
	Iteration 8F: 3 clusters Score -9789682 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -9790861.000000 Penalty: 5408.479492
	Iteration 9F: 3 clusters Score -9790861 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -9791628.000000 Penalty: 5408.479492
	Iteration 10Q: 3 clusters Score -9791628 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -9792100.000000 Penalty: 5408.479492
	Iteration 11Q: 3 clusters Score -9792100 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -9792384.000000 Penalty: 5408.479492
	Iteration 12Q: 3 clusters Score -9792384 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -9792546.000000 Penalty: 5408.479492
	Iteration 13Q: 3 clusters Score -9792546 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -9792640.000000 Penalty: 5408.479492
	Iteration 14Q: 3 clusters Score -9792640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -9792708.000000 Penalty: 5408.479492
	Iteration 15Q: 3 clusters Score -9792708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -9792748.000000 Penalty: 5408.479492
	Iteration 16Q: 3 clusters Score -9792748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -9792797.000000 Penalty: 5408.479492
	Iteration 17Q: 3 clusters Score -9792797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -9792839.000000 Penalty: 5408.479492
	Iteration 18Q: 3 clusters Score -9792839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -9792844.000000 Penalty: 5408.479492
	Iteration 19Q: 3 clusters Score -9792844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -9792865.000000 Penalty: 5408.479492
	Iteration 20F: 3 clusters Score -9792865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -9792888.000000 Penalty: 5408.479492
	Iteration 21Q: 3 clusters Score -9792888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -9792899.000000 Penalty: 5408.479492
	Iteration 22Q: 3 clusters Score -9792899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -9792904.000000 Penalty: 5408.479492
	Iteration 23Q: 3 clusters Score -9792904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -9792913.000000 Penalty: 5408.479492
	Iteration 24Q: 3 clusters Score -9792913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -9792922.000000 Penalty: 5408.479492
	Iteration 25Q: 3 clusters Score -9792922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -9792938.000000 Penalty: 5408.479492
	Iteration 26Q: 3 clusters Score -9792938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -9792942.000000 Penalty: 5408.479492
	Iteration 27Q: 3 clusters Score -9792942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -9792941.000000 Penalty: 5408.479492
	Iteration 28Q: 3 clusters Score -9792941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -9792946.000000 Penalty: 5408.479492
	Iteration 29Q: 3 clusters Score -9792946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -9792949.000000 Penalty: 5408.479492
	Iteration 30Q: 3 clusters Score -9792949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -9792948.000000 Penalty: 5408.479492
	Iteration 31Q: 3 clusters Score -9792948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -9792946.000000 Penalty: 5408.479492
	Iteration 32Q: 3 clusters Score -9792946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -9792946.000000 Penalty: 5408.479492
	Iteration 33F: 3 clusters Score -9792946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Entering Unmasked Estep 
Score: -7576547.500000 Penalty: 2641.425537
	Iteration 0F: 2 clusters Score -7576548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -7548465.500000 Penalty: 5282.851074
	Iteration 0F: 3 clusters Score -7548466 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -7559418.500000 Penalty: 5282.851074
	Iteration 1F: 3 clusters Score -7559418 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -7560691.500000 Penalty: 5282.851074
	Iteration 2F: 3 clusters Score -7560692 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -7562684.500000 Penalty: 5282.851074
	Iteration 3F: 3 clusters Score -7562684 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -7565348.500000 Penalty: 5282.851074
	Iteration 4F: 3 clusters Score -7565348 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -7568304.000000 Penalty: 5282.851074
	Iteration 5F: 3 clusters Score -7568304 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -7570798.500000 Penalty: 5282.851074
	Iteration 6F: 3 clusters Score -7570798 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -7572379.500000 Penalty: 5282.851074
	Iteration 7Q: 3 clusters Score -7572380 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -7573137.000000 Penalty: 5282.851074
	Iteration 8Q: 3 clusters Score -7573137 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -7573554.000000 Penalty: 5282.851074
	Iteration 9Q: 3 clusters Score -7573554 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -7573818.000000 Penalty: 5282.851074
	Iteration 10Q: 3 clusters Score -7573818 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -7573982.000000 Penalty: 5282.851074
	Iteration 11Q: 3 clusters Score -7573982 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -7574130.500000 Penalty: 5282.851074
	Iteration 12Q: 3 clusters Score -7574130 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -7574285.500000 Penalty: 5282.851074
	Iteration 13Q: 3 clusters Score -7574286 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7574372.500000 Penalty: 5282.851074
	Iteration 14Q: 3 clusters Score -7574372 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -7574479.000000 Penalty: 5282.851074
	Iteration 15Q: 3 clusters Score -7574479 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7574554.000000 Penalty: 5282.851074
	Iteration 16Q: 3 clusters Score -7574554 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -7574662.000000 Penalty: 5282.851074
	Iteration 17Q: 3 clusters Score -7574662 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7574735.500000 Penalty: 5282.851074
	Iteration 18Q: 3 clusters Score -7574736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -7574807.000000 Penalty: 5282.851074
	Iteration 19Q: 3 clusters Score -7574807 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -7574883.000000 Penalty: 5282.851074
	Iteration 20F: 3 clusters Score -7574883 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7574929.500000 Penalty: 5282.851074
	Iteration 21Q: 3 clusters Score -7574930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7574979.000000 Penalty: 5282.851074
	Iteration 22Q: 3 clusters Score -7574979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -7575034.000000 Penalty: 5282.851074
	Iteration 23Q: 3 clusters Score -7575034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -7575059.000000 Penalty: 5282.851074
	Iteration 24Q: 3 clusters Score -7575059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -7575083.500000 Penalty: 5282.851074
	Iteration 25Q: 3 clusters Score -7575084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -7575113.500000 Penalty: 5282.851074
	Iteration 26Q: 3 clusters Score -7575114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7575156.500000 Penalty: 5282.851074
	Iteration 27Q: 3 clusters Score -7575156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -7575164.500000 Penalty: 5282.851074
	Iteration 28Q: 3 clusters Score -7575164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -7575177.000000 Penalty: 5282.851074
	Iteration 29Q: 3 clusters Score -7575177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -7575178.500000 Penalty: 5282.851074
	Iteration 30Q: 3 clusters Score -7575178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -7575177.000000 Penalty: 5282.851074
	Iteration 31Q: 3 clusters Score -7575177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7575177.500000 Penalty: 5282.851074
	Iteration 32Q: 3 clusters Score -7575178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -7575181.000000 Penalty: 5282.851074
	Iteration 33Q: 3 clusters Score -7575181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -7575185.500000 Penalty: 5282.851074
	Iteration 34Q: 3 clusters Score -7575186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -7575178.000000 Penalty: 5282.851074
	Iteration 35Q: 3 clusters Score -7575178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -7575178.000000 Penalty: 5282.851074
	Iteration 36F: 3 clusters Score -7575178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Entering Unmasked Estep 
Score: -6895674.500000 Penalty: 2617.188232
	Iteration 0F: 2 clusters Score -6895674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -6869757.500000 Penalty: 5234.376465
	Iteration 0F: 3 clusters Score -6869758 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -6879364.000000 Penalty: 5234.376465
	Iteration 1F: 3 clusters Score -6879364 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -6879821.500000 Penalty: 5234.376465
	Iteration 2Q: 3 clusters Score -6879822 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -6880254.000000 Penalty: 5234.376465
	Iteration 3Q: 3 clusters Score -6880254 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -6880699.500000 Penalty: 5234.376465
	Iteration 4Q: 3 clusters Score -6880700 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -6881182.500000 Penalty: 5234.376465
	Iteration 5Q: 3 clusters Score -6881182 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -6881750.000000 Penalty: 5234.376465
	Iteration 6Q: 3 clusters Score -6881750 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -6882470.000000 Penalty: 5234.376465
	Iteration 7Q: 3 clusters Score -6882470 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -6883385.000000 Penalty: 5234.376465
	Iteration 8Q: 3 clusters Score -6883385 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -6884528.000000 Penalty: 5234.376465
	Iteration 9F: 3 clusters Score -6884528 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -6885956.000000 Penalty: 5234.376465
	Iteration 10F: 3 clusters Score -6885956 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -6887437.000000 Penalty: 5234.376465
	Iteration 11F: 3 clusters Score -6887437 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -6888865.000000 Penalty: 5234.376465
	Iteration 12Q: 3 clusters Score -6888865 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -6890048.000000 Penalty: 5234.376465
	Iteration 13Q: 3 clusters Score -6890048 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6891004.000000 Penalty: 5234.376465
	Iteration 14Q: 3 clusters Score -6891004 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6891698.000000 Penalty: 5234.376465
	Iteration 15Q: 3 clusters Score -6891698 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6892272.500000 Penalty: 5234.376465
	Iteration 16Q: 3 clusters Score -6892272 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6892678.500000 Penalty: 5234.376465
	Iteration 17Q: 3 clusters Score -6892678 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6892955.500000 Penalty: 5234.376465
	Iteration 18Q: 3 clusters Score -6892956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6893101.500000 Penalty: 5234.376465
	Iteration 19Q: 3 clusters Score -6893102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6893183.500000 Penalty: 5234.376465
	Iteration 20F: 3 clusters Score -6893184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6893234.500000 Penalty: 5234.376465
	Iteration 21Q: 3 clusters Score -6893234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6893266.000000 Penalty: 5234.376465
	Iteration 22Q: 3 clusters Score -6893266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6893281.500000 Penalty: 5234.376465
	Iteration 23Q: 3 clusters Score -6893282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6893282.000000 Penalty: 5234.376465
	Iteration 24Q: 3 clusters Score -6893282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6893295.500000 Penalty: 5234.376465
	Iteration 25Q: 3 clusters Score -6893296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6893308.500000 Penalty: 5234.376465
	Iteration 26Q: 3 clusters Score -6893308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6893317.500000 Penalty: 5234.376465
	Iteration 27Q: 3 clusters Score -6893318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6893321.000000 Penalty: 5234.376465
	Iteration 28Q: 3 clusters Score -6893321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6893331.000000 Penalty: 5234.376465
	Iteration 29Q: 3 clusters Score -6893331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6893341.000000 Penalty: 5234.376465
	Iteration 30Q: 3 clusters Score -6893341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6893347.500000 Penalty: 5234.376465
	Iteration 31Q: 3 clusters Score -6893348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6893348.500000 Penalty: 5234.376465
	Iteration 32Q: 3 clusters Score -6893348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6893355.500000 Penalty: 5234.376465
	Iteration 33Q: 3 clusters Score -6893356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6893354.500000 Penalty: 5234.376465
	Iteration 34Q: 3 clusters Score -6893354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6893354.000000 Penalty: 5234.376465
	Iteration 35Q: 3 clusters Score -6893354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6893360.000000 Penalty: 5234.376465
	Iteration 36Q: 3 clusters Score -6893360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6893363.000000 Penalty: 5234.376465
	Iteration 37Q: 3 clusters Score -6893363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6893363.000000 Penalty: 5234.376465
	Iteration 38F: 3 clusters Score -6893363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (39646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Entering Unmasked Estep 
Score: -7034495.500000 Penalty: 2625.760986
	Iteration 0F: 2 clusters Score -7034496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -7007781.000000 Penalty: 5251.521973
	Iteration 0F: 3 clusters Score -7007781 nChanged 18080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -7017697.500000 Penalty: 5251.521973
	Iteration 1F: 3 clusters Score -7017698 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -7018080.000000 Penalty: 5251.521973
	Iteration 2Q: 3 clusters Score -7018080 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -7018553.000000 Penalty: 5251.521973
	Iteration 3Q: 3 clusters Score -7018553 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -7019066.500000 Penalty: 5251.521973
	Iteration 4Q: 3 clusters Score -7019066 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -7019793.000000 Penalty: 5251.521973
	Iteration 5Q: 3 clusters Score -7019793 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -7020888.000000 Penalty: 5251.521973
	Iteration 6F: 3 clusters Score -7020888 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -7022467.500000 Penalty: 5251.521973
	Iteration 7F: 3 clusters Score -7022468 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -7024493.500000 Penalty: 5251.521973
	Iteration 8F: 3 clusters Score -7024494 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -7026852.500000 Penalty: 5251.521973
	Iteration 9F: 3 clusters Score -7026852 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7028996.000000 Penalty: 5251.521973
	Iteration 10F: 3 clusters Score -7028996 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7030500.500000 Penalty: 5251.521973
	Iteration 11Q: 3 clusters Score -7030500 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7031460.500000 Penalty: 5251.521973
	Iteration 12Q: 3 clusters Score -7031460 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7031927.000000 Penalty: 5251.521973
	Iteration 13Q: 3 clusters Score -7031927 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7032195.000000 Penalty: 5251.521973
	Iteration 14Q: 3 clusters Score -7032195 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7032303.000000 Penalty: 5251.521973
	Iteration 15Q: 3 clusters Score -7032303 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7032387.000000 Penalty: 5251.521973
	Iteration 16Q: 3 clusters Score -7032387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7032437.000000 Penalty: 5251.521973
	Iteration 17Q: 3 clusters Score -7032437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7032451.000000 Penalty: 5251.521973
	Iteration 18Q: 3 clusters Score -7032451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7032466.500000 Penalty: 5251.521973
	Iteration 19Q: 3 clusters Score -7032466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7032492.000000 Penalty: 5251.521973
	Iteration 20F: 3 clusters Score -7032492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7032503.000000 Penalty: 5251.521973
	Iteration 21Q: 3 clusters Score -7032503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7032521.000000 Penalty: 5251.521973
	Iteration 22Q: 3 clusters Score -7032521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7032522.000000 Penalty: 5251.521973
	Iteration 23Q: 3 clusters Score -7032522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7032538.000000 Penalty: 5251.521973
	Iteration 24Q: 3 clusters Score -7032538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7032530.000000 Penalty: 5251.521973
	Iteration 25Q: 3 clusters Score -7032530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7032533.500000 Penalty: 5251.521973
	Iteration 26Q: 3 clusters Score -7032534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7032541.500000 Penalty: 5251.521973
	Iteration 27Q: 3 clusters Score -7032542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7032545.500000 Penalty: 5251.521973
	Iteration 28Q: 3 clusters Score -7032546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7032544.000000 Penalty: 5251.521973
	Iteration 29Q: 3 clusters Score -7032544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7032551.500000 Penalty: 5251.521973
	Iteration 30Q: 3 clusters Score -7032552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7032550.500000 Penalty: 5251.521973
	Iteration 31Q: 3 clusters Score -7032550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7032550.500000 Penalty: 5251.521973
	Iteration 32F: 3 clusters Score -7032550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20531.132812 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20531.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20690.480469 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20690.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20739.152344 Penalty: 2808.828369
	Iteration 2Q: 3 clusters Score -20739.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20765.113281 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20765.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20789.380859 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20789.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20790.109375 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20790.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20790.109375 Penalty: 2808.828369
	Iteration 6F: 3 clusters Score -20790.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (46676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Entering Unmasked Estep 
Score: -8319475.000000 Penalty: 2666.244385
	Iteration 0F: 2 clusters Score -8319475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8289509.500000 Penalty: 5332.488770
	Iteration 0F: 3 clusters Score -8289510 nChanged 21538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -8301404.000000 Penalty: 5332.488770
	Iteration 1F: 3 clusters Score -8301404 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8302110.000000 Penalty: 5332.488770
	Iteration 2Q: 3 clusters Score -8302110 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -8302742.000000 Penalty: 5332.488770
	Iteration 3Q: 3 clusters Score -8302742 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -8303433.000000 Penalty: 5332.488770
	Iteration 4Q: 3 clusters Score -8303433 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -8304268.000000 Penalty: 5332.488770
	Iteration 5Q: 3 clusters Score -8304268 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -8305295.000000 Penalty: 5332.488770
	Iteration 6Q: 3 clusters Score -8305295 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -8306620.500000 Penalty: 5332.488770
	Iteration 7F: 3 clusters Score -8306620 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -8308312.000000 Penalty: 5332.488770
	Iteration 8F: 3 clusters Score -8308312 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -8310269.000000 Penalty: 5332.488770
	Iteration 9F: 3 clusters Score -8310269 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -8312223.000000 Penalty: 5332.488770
	Iteration 10F: 3 clusters Score -8312223 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8313826.000000 Penalty: 5332.488770
	Iteration 11Q: 3 clusters Score -8313826 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -8314980.500000 Penalty: 5332.488770
	Iteration 12Q: 3 clusters Score -8314980 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8315636.500000 Penalty: 5332.488770
	Iteration 13Q: 3 clusters Score -8315636 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -8316049.500000 Penalty: 5332.488770
	Iteration 14Q: 3 clusters Score -8316050 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8316386.500000 Penalty: 5332.488770
	Iteration 15Q: 3 clusters Score -8316386 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8316585.500000 Penalty: 5332.488770
	Iteration 16Q: 3 clusters Score -8316586 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8316727.000000 Penalty: 5332.488770
	Iteration 17Q: 3 clusters Score -8316727 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8316837.500000 Penalty: 5332.488770
	Iteration 18Q: 3 clusters Score -8316838 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8316945.500000 Penalty: 5332.488770
	Iteration 19Q: 3 clusters Score -8316946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8317034.000000 Penalty: 5332.488770
	Iteration 20F: 3 clusters Score -8317034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8317084.000000 Penalty: 5332.488770
	Iteration 21Q: 3 clusters Score -8317084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8317123.500000 Penalty: 5332.488770
	Iteration 22Q: 3 clusters Score -8317124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8317151.000000 Penalty: 5332.488770
	Iteration 23Q: 3 clusters Score -8317151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8317198.000000 Penalty: 5332.488770
	Iteration 24Q: 3 clusters Score -8317198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8317208.500000 Penalty: 5332.488770
	Iteration 25Q: 3 clusters Score -8317208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8317231.000000 Penalty: 5332.488770
	Iteration 26Q: 3 clusters Score -8317231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8317247.500000 Penalty: 5332.488770
	Iteration 27Q: 3 clusters Score -8317248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8317251.000000 Penalty: 5332.488770
	Iteration 28Q: 3 clusters Score -8317251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8317274.000000 Penalty: 5332.488770
	Iteration 29Q: 3 clusters Score -8317274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8317271.500000 Penalty: 5332.488770
	Iteration 30Q: 3 clusters Score -8317272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8317284.500000 Penalty: 5332.488770
	Iteration 31Q: 3 clusters Score -8317284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8317285.000000 Penalty: 5332.488770
	Iteration 32Q: 3 clusters Score -8317285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8317291.000000 Penalty: 5332.488770
	Iteration 33Q: 3 clusters Score -8317291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8317304.000000 Penalty: 5332.488770
	Iteration 34Q: 3 clusters Score -8317304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8317305.000000 Penalty: 5332.488770
	Iteration 35Q: 3 clusters Score -8317305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8317302.000000 Penalty: 5332.488770
	Iteration 36Q: 3 clusters Score -8317302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8317298.500000 Penalty: 5332.488770
	Iteration 37Q: 3 clusters Score -8317298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8317313.000000 Penalty: 5332.488770
	Iteration 38Q: 3 clusters Score -8317313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8317311.500000 Penalty: 5332.488770
	Iteration 39Q: 3 clusters Score -8317312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8317311.500000 Penalty: 5332.488770
	Iteration 40F: 3 clusters Score -8317312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -84932.226562 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -84932.23 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 317 members 
Entering Unmasked Estep 
Score: -83389.859375 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -83389.86 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83726.789062 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -83726.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84011.414062 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -84011.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84218.281250 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -84218.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84455.734375 Penalty: 3189.940186
	Iteration 4F: 3 clusters Score -84455.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84744.242188 Penalty: 3189.940186
	Iteration 5F: 3 clusters Score -84744.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84953.664062 Penalty: 3189.940186
	Iteration 6F: 3 clusters Score -84953.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85027.882812 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -85027.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85106.000000 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -85106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85170.648438 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -85170.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85196.242188 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -85196.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85220.742188 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -85220.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85223.531250 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -85223.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85226.257812 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -85226.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85231.140625 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -85231.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85231.140625 Penalty: 3189.940186
	Iteration 15F: 3 clusters Score -85231.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 47044 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27354 members 
Mstep: Class 7 contains 51373 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51800 members 
Mstep: Class 15 contains 45581 members 
Mstep: Class 16 contains 10219 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 44784 members 
Mstep: Class 19 contains 46980 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34803 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44473 members 
Mstep: Class 27 contains 46946 members 
Mstep: Class 28 contains 10312 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43799 members 
Mstep: Class 32 contains 49266 members 
Mstep: Class 33 contains 72524 members 
Mstep: Class 34 contains 54404 members 
Mstep: Class 35 contains 42231 members 
Mstep: Class 36 contains 38299 members 
Mstep: Class 37 contains 39646 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46676 members 
Mstep: Class 40 contains 306 members 
Mstep: Class 41 contains 315 members 
Entering Unmasked Estep 
Score: -196408896.000000 Penalty: 141646.312500
Splitting cluster 40 changes total score from -196410528.000000 to -196408896.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 47044 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27354 members 
Mstep: Class 7 contains 51373 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51800 members 
Mstep: Class 15 contains 45581 members 
Mstep: Class 16 contains 10219 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 44784 members 
Mstep: Class 19 contains 46980 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34803 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44473 members 
Mstep: Class 27 contains 46946 members 
Mstep: Class 28 contains 10312 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43799 members 
Mstep: Class 32 contains 49266 members 
Mstep: Class 33 contains 72524 members 
Mstep: Class 34 contains 54404 members 
Mstep: Class 35 contains 42231 members 
Mstep: Class 36 contains 38299 members 
Mstep: Class 37 contains 39646 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46676 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410512.000000 Penalty: 138191.531250
Iteration 159Q: 41 clusters Score -1.964105e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 47040 members 
Mstep: Class 3 contains 42346 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27393 members 
Mstep: Class 7 contains 51355 members 
Mstep: Class 8 contains 14128 members 
Mstep: Class 9 contains 41997 members 
Mstep: Class 10 contains 44417 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12493 members 
Mstep: Class 14 contains 51801 members 
Mstep: Class 15 contains 45602 members 
Mstep: Class 16 contains 10218 members 
Mstep: Class 17 contains 43518 members 
Mstep: Class 18 contains 44869 members 
Mstep: Class 19 contains 46965 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34730 members 
Mstep: Class 23 contains 8289 members 
Mstep: Class 24 contains 13655 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44607 members 
Mstep: Class 27 contains 46883 members 
Mstep: Class 28 contains 10317 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43778 members 
Mstep: Class 32 contains 49254 members 
Mstep: Class 33 contains 72509 members 
Mstep: Class 34 contains 54416 members 
Mstep: Class 35 contains 42178 members 
Mstep: Class 36 contains 38294 members 
Mstep: Class 37 contains 39651 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46673 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410528.000000 Penalty: 138191.531250
Iteration 160F: 41 clusters Score -1.964105e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 47048 members 
Mstep: Class 3 contains 42309 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27438 members 
Mstep: Class 7 contains 51333 members 
Mstep: Class 8 contains 14133 members 
Mstep: Class 9 contains 42002 members 
Mstep: Class 10 contains 44434 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51788 members 
Mstep: Class 15 contains 45621 members 
Mstep: Class 16 contains 10218 members 
Mstep: Class 17 contains 43524 members 
Mstep: Class 18 contains 44922 members 
Mstep: Class 19 contains 46938 members 
Mstep: Class 20 contains 16156 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 34638 members 
Mstep: Class 23 contains 8290 members 
Mstep: Class 24 contains 13646 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44743 members 
Mstep: Class 27 contains 46842 members 
Mstep: Class 28 contains 10321 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43760 members 
Mstep: Class 32 contains 49248 members 
Mstep: Class 33 contains 72506 members 
Mstep: Class 34 contains 54423 members 
Mstep: Class 35 contains 42124 members 
Mstep: Class 36 contains 38295 members 
Mstep: Class 37 contains 39659 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46674 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410544.000000 Penalty: 138191.531250
Iteration 161Q: 41 clusters Score -1.964105e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 47067 members 
Mstep: Class 3 contains 42285 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 27475 members 
Mstep: Class 7 contains 51313 members 
Mstep: Class 8 contains 14143 members 
Mstep: Class 9 contains 41995 members 
Mstep: Class 10 contains 44452 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51777 members 
Mstep: Class 15 contains 45633 members 
Mstep: Class 16 contains 10217 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 44961 members 
Mstep: Class 19 contains 46918 members 
Mstep: Class 20 contains 16153 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 34570 members 
Mstep: Class 23 contains 8290 members 
Mstep: Class 24 contains 13639 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44870 members 
Mstep: Class 27 contains 46794 members 
Mstep: Class 28 contains 10324 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43747 members 
Mstep: Class 32 contains 49239 members 
Mstep: Class 33 contains 72508 members 
Mstep: Class 34 contains 54440 members 
Mstep: Class 35 contains 42064 members 
Mstep: Class 36 contains 38299 members 
Mstep: Class 37 contains 39667 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46665 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410608.000000 Penalty: 138191.531250
Iteration 162Q: 41 clusters Score -1.964106e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 47113 members 
Mstep: Class 3 contains 42279 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 27532 members 
Mstep: Class 7 contains 51301 members 
Mstep: Class 8 contains 14146 members 
Mstep: Class 9 contains 41994 members 
Mstep: Class 10 contains 44461 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51772 members 
Mstep: Class 15 contains 45651 members 
Mstep: Class 16 contains 10216 members 
Mstep: Class 17 contains 43529 members 
Mstep: Class 18 contains 45002 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 34482 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 13631 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 44981 members 
Mstep: Class 27 contains 46734 members 
Mstep: Class 28 contains 10331 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43729 members 
Mstep: Class 32 contains 49237 members 
Mstep: Class 33 contains 72467 members 
Mstep: Class 34 contains 54456 members 
Mstep: Class 35 contains 42014 members 
Mstep: Class 36 contains 38307 members 
Mstep: Class 37 contains 39667 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46662 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410736.000000 Penalty: 138191.531250
Iteration 163Q: 41 clusters Score -1.964107e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 47177 members 
Mstep: Class 3 contains 42254 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 27565 members 
Mstep: Class 7 contains 51284 members 
Mstep: Class 8 contains 14143 members 
Mstep: Class 9 contains 41989 members 
Mstep: Class 10 contains 44480 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 51748 members 
Mstep: Class 15 contains 45670 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 43540 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 46881 members 
Mstep: Class 20 contains 16152 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 34345 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 45138 members 
Mstep: Class 27 contains 46696 members 
Mstep: Class 28 contains 10342 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43704 members 
Mstep: Class 32 contains 49235 members 
Mstep: Class 33 contains 72441 members 
Mstep: Class 34 contains 54472 members 
Mstep: Class 35 contains 41975 members 
Mstep: Class 36 contains 38320 members 
Mstep: Class 37 contains 39661 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46650 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410832.000000 Penalty: 138191.531250
Iteration 164Q: 41 clusters Score -1.964108e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 47238 members 
Mstep: Class 3 contains 42214 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 27632 members 
Mstep: Class 7 contains 51255 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 41982 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 51736 members 
Mstep: Class 15 contains 45697 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 43566 members 
Mstep: Class 18 contains 45086 members 
Mstep: Class 19 contains 46864 members 
Mstep: Class 20 contains 16142 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 34202 members 
Mstep: Class 23 contains 8286 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 45313 members 
Mstep: Class 27 contains 46671 members 
Mstep: Class 28 contains 10354 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43665 members 
Mstep: Class 32 contains 49228 members 
Mstep: Class 33 contains 72411 members 
Mstep: Class 34 contains 54479 members 
Mstep: Class 35 contains 41944 members 
Mstep: Class 36 contains 38311 members 
Mstep: Class 37 contains 39668 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46626 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411280.000000 Penalty: 138191.531250
Iteration 165Q: 41 clusters Score -1.964113e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 47250 members 
Mstep: Class 3 contains 42170 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2819 members 
Mstep: Class 6 contains 27712 members 
Mstep: Class 7 contains 51207 members 
Mstep: Class 8 contains 14135 members 
Mstep: Class 9 contains 41980 members 
Mstep: Class 10 contains 44494 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12486 members 
Mstep: Class 14 contains 51724 members 
Mstep: Class 15 contains 45710 members 
Mstep: Class 16 contains 10211 members 
Mstep: Class 17 contains 43591 members 
Mstep: Class 18 contains 45102 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 34075 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 45559 members 
Mstep: Class 27 contains 46659 members 
Mstep: Class 28 contains 10361 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43623 members 
Mstep: Class 32 contains 49222 members 
Mstep: Class 33 contains 72375 members 
Mstep: Class 34 contains 54506 members 
Mstep: Class 35 contains 41891 members 
Mstep: Class 36 contains 38294 members 
Mstep: Class 37 contains 39680 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46609 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411792.000000 Penalty: 138191.531250
Iteration 166Q: 41 clusters Score -1.964118e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 47206 members 
Mstep: Class 3 contains 42111 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 27790 members 
Mstep: Class 7 contains 51170 members 
Mstep: Class 8 contains 14129 members 
Mstep: Class 9 contains 41978 members 
Mstep: Class 10 contains 44506 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51694 members 
Mstep: Class 15 contains 45732 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 43600 members 
Mstep: Class 18 contains 45135 members 
Mstep: Class 19 contains 46838 members 
Mstep: Class 20 contains 16137 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 33968 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 13623 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 45840 members 
Mstep: Class 27 contains 46663 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43585 members 
Mstep: Class 32 contains 49220 members 
Mstep: Class 33 contains 72352 members 
Mstep: Class 34 contains 54553 members 
Mstep: Class 35 contains 41813 members 
Mstep: Class 36 contains 38268 members 
Mstep: Class 37 contains 39678 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46582 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411984.000000 Penalty: 138191.531250
Iteration 167Q: 41 clusters Score -1.96412e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 47163 members 
Mstep: Class 3 contains 42062 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 27903 members 
Mstep: Class 7 contains 51136 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 41981 members 
Mstep: Class 10 contains 44517 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12501 members 
Mstep: Class 14 contains 51662 members 
Mstep: Class 15 contains 45759 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 43610 members 
Mstep: Class 18 contains 45176 members 
Mstep: Class 19 contains 46805 members 
Mstep: Class 20 contains 16126 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 33820 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46084 members 
Mstep: Class 27 contains 46658 members 
Mstep: Class 28 contains 10371 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43564 members 
Mstep: Class 32 contains 49215 members 
Mstep: Class 33 contains 72367 members 
Mstep: Class 34 contains 54596 members 
Mstep: Class 35 contains 41714 members 
Mstep: Class 36 contains 38246 members 
Mstep: Class 37 contains 39683 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46566 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412016.000000 Penalty: 138191.531250
Iteration 168Q: 41 clusters Score -1.96412e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 47134 members 
Mstep: Class 3 contains 42026 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 28063 members 
Mstep: Class 7 contains 51118 members 
Mstep: Class 8 contains 14120 members 
Mstep: Class 9 contains 41969 members 
Mstep: Class 10 contains 44528 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12501 members 
Mstep: Class 14 contains 51637 members 
Mstep: Class 15 contains 45795 members 
Mstep: Class 16 contains 10211 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 45208 members 
Mstep: Class 19 contains 46789 members 
Mstep: Class 20 contains 16125 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 33666 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 13616 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46270 members 
Mstep: Class 27 contains 46636 members 
Mstep: Class 28 contains 10370 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43533 members 
Mstep: Class 32 contains 49215 members 
Mstep: Class 33 contains 72368 members 
Mstep: Class 34 contains 54646 members 
Mstep: Class 35 contains 41653 members 
Mstep: Class 36 contains 38219 members 
Mstep: Class 37 contains 39686 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46536 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411888.000000 Penalty: 138191.531250
Iteration 169Q: 41 clusters Score -1.964119e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 47078 members 
Mstep: Class 3 contains 41992 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 28219 members 
Mstep: Class 7 contains 51104 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 41962 members 
Mstep: Class 10 contains 44563 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 51613 members 
Mstep: Class 15 contains 45848 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 43597 members 
Mstep: Class 18 contains 45233 members 
Mstep: Class 19 contains 46758 members 
Mstep: Class 20 contains 16128 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 33535 members 
Mstep: Class 23 contains 8286 members 
Mstep: Class 24 contains 13622 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46426 members 
Mstep: Class 27 contains 46599 members 
Mstep: Class 28 contains 10374 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 43500 members 
Mstep: Class 32 contains 49210 members 
Mstep: Class 33 contains 72346 members 
Mstep: Class 34 contains 54694 members 
Mstep: Class 35 contains 41599 members 
Mstep: Class 36 contains 38215 members 
Mstep: Class 37 contains 39686 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46520 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412640.000000 Penalty: 138191.531250
Iteration 170Q: 41 clusters Score -1.964126e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 46990 members 
Mstep: Class 3 contains 41953 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 28427 members 
Mstep: Class 7 contains 51092 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 41964 members 
Mstep: Class 10 contains 44584 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12497 members 
Mstep: Class 14 contains 51598 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 16 contains 10202 members 
Mstep: Class 17 contains 43582 members 
Mstep: Class 18 contains 45254 members 
Mstep: Class 19 contains 46747 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 33420 members 
Mstep: Class 23 contains 8282 members 
Mstep: Class 24 contains 13631 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46543 members 
Mstep: Class 27 contains 46544 members 
Mstep: Class 28 contains 10375 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43475 members 
Mstep: Class 32 contains 49211 members 
Mstep: Class 33 contains 72313 members 
Mstep: Class 34 contains 54757 members 
Mstep: Class 35 contains 41567 members 
Mstep: Class 36 contains 38188 members 
Mstep: Class 37 contains 39675 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46503 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412464.000000 Penalty: 138191.531250
Iteration 171Q: 41 clusters Score -1.964125e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 46920 members 
Mstep: Class 3 contains 41911 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 28638 members 
Mstep: Class 7 contains 51095 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 41967 members 
Mstep: Class 10 contains 44609 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12504 members 
Mstep: Class 14 contains 51578 members 
Mstep: Class 15 contains 45971 members 
Mstep: Class 16 contains 10203 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 45288 members 
Mstep: Class 19 contains 46726 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 33309 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 13641 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46614 members 
Mstep: Class 27 contains 46510 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43443 members 
Mstep: Class 32 contains 49212 members 
Mstep: Class 33 contains 72283 members 
Mstep: Class 34 contains 54791 members 
Mstep: Class 35 contains 41535 members 
Mstep: Class 36 contains 38134 members 
Mstep: Class 37 contains 39651 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46497 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412272.000000 Penalty: 138191.531250
Iteration 172Q: 41 clusters Score -1.964123e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 46843 members 
Mstep: Class 3 contains 41885 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 2796 members 
Mstep: Class 6 contains 28882 members 
Mstep: Class 7 contains 51092 members 
Mstep: Class 8 contains 14128 members 
Mstep: Class 9 contains 41965 members 
Mstep: Class 10 contains 44604 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12503 members 
Mstep: Class 14 contains 51555 members 
Mstep: Class 15 contains 46028 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 45269 members 
Mstep: Class 19 contains 46702 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 33233 members 
Mstep: Class 23 contains 8282 members 
Mstep: Class 24 contains 13653 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46651 members 
Mstep: Class 27 contains 46461 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43404 members 
Mstep: Class 32 contains 49215 members 
Mstep: Class 33 contains 72270 members 
Mstep: Class 34 contains 54823 members 
Mstep: Class 35 contains 41523 members 
Mstep: Class 36 contains 38093 members 
Mstep: Class 37 contains 39646 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46518 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412704.000000 Penalty: 138191.531250
Iteration 173Q: 41 clusters Score -1.964127e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 46789 members 
Mstep: Class 3 contains 41859 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 29121 members 
Mstep: Class 7 contains 51097 members 
Mstep: Class 8 contains 14142 members 
Mstep: Class 9 contains 41957 members 
Mstep: Class 10 contains 44615 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12501 members 
Mstep: Class 14 contains 51542 members 
Mstep: Class 15 contains 46081 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 45269 members 
Mstep: Class 19 contains 46657 members 
Mstep: Class 20 contains 16135 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 33122 members 
Mstep: Class 23 contains 8279 members 
Mstep: Class 24 contains 13658 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46729 members 
Mstep: Class 27 contains 46436 members 
Mstep: Class 28 contains 10387 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43352 members 
Mstep: Class 32 contains 49210 members 
Mstep: Class 33 contains 72240 members 
Mstep: Class 34 contains 54865 members 
Mstep: Class 35 contains 41478 members 
Mstep: Class 36 contains 38078 members 
Mstep: Class 37 contains 39636 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46510 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412592.000000 Penalty: 138191.531250
Iteration 174Q: 41 clusters Score -1.964126e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 46743 members 
Mstep: Class 3 contains 41827 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 29342 members 
Mstep: Class 7 contains 51093 members 
Mstep: Class 8 contains 14135 members 
Mstep: Class 9 contains 41958 members 
Mstep: Class 10 contains 44610 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 51542 members 
Mstep: Class 15 contains 46125 members 
Mstep: Class 16 contains 10191 members 
Mstep: Class 17 contains 43573 members 
Mstep: Class 18 contains 45291 members 
Mstep: Class 19 contains 46610 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 8279 members 
Mstep: Class 24 contains 13664 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46809 members 
Mstep: Class 27 contains 46393 members 
Mstep: Class 28 contains 10389 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43329 members 
Mstep: Class 32 contains 49211 members 
Mstep: Class 33 contains 72193 members 
Mstep: Class 34 contains 54903 members 
Mstep: Class 35 contains 41435 members 
Mstep: Class 36 contains 38065 members 
Mstep: Class 37 contains 39626 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46514 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412768.000000 Penalty: 138191.531250
Iteration 175Q: 41 clusters Score -1.964128e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 46697 members 
Mstep: Class 3 contains 41779 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 29574 members 
Mstep: Class 7 contains 51069 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41955 members 
Mstep: Class 10 contains 44610 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12475 members 
Mstep: Class 14 contains 51533 members 
Mstep: Class 15 contains 46171 members 
Mstep: Class 16 contains 10191 members 
Mstep: Class 17 contains 43551 members 
Mstep: Class 18 contains 45347 members 
Mstep: Class 19 contains 46590 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 8278 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46882 members 
Mstep: Class 27 contains 46348 members 
Mstep: Class 28 contains 10390 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43297 members 
Mstep: Class 32 contains 49213 members 
Mstep: Class 33 contains 72142 members 
Mstep: Class 34 contains 54973 members 
Mstep: Class 35 contains 41388 members 
Mstep: Class 36 contains 38073 members 
Mstep: Class 37 contains 39614 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46495 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412672.000000 Penalty: 138191.531250
Iteration 176Q: 41 clusters Score -1.964127e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 46733 members 
Mstep: Class 3 contains 41717 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 29755 members 
Mstep: Class 7 contains 51046 members 
Mstep: Class 8 contains 14123 members 
Mstep: Class 9 contains 41949 members 
Mstep: Class 10 contains 44613 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12477 members 
Mstep: Class 14 contains 51527 members 
Mstep: Class 15 contains 46222 members 
Mstep: Class 16 contains 10191 members 
Mstep: Class 17 contains 43532 members 
Mstep: Class 18 contains 45345 members 
Mstep: Class 19 contains 46560 members 
Mstep: Class 20 contains 16139 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 32811 members 
Mstep: Class 23 contains 8277 members 
Mstep: Class 24 contains 13672 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 46963 members 
Mstep: Class 27 contains 46342 members 
Mstep: Class 28 contains 10387 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43255 members 
Mstep: Class 32 contains 49216 members 
Mstep: Class 33 contains 72108 members 
Mstep: Class 34 contains 55045 members 
Mstep: Class 35 contains 41363 members 
Mstep: Class 36 contains 38080 members 
Mstep: Class 37 contains 39598 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46464 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412640.000000 Penalty: 138191.531250
Iteration 177Q: 41 clusters Score -1.964126e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 46685 members 
Mstep: Class 3 contains 41662 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 29926 members 
Mstep: Class 7 contains 51045 members 
Mstep: Class 8 contains 14127 members 
Mstep: Class 9 contains 41942 members 
Mstep: Class 10 contains 44634 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12460 members 
Mstep: Class 14 contains 51497 members 
Mstep: Class 15 contains 46279 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 43505 members 
Mstep: Class 18 contains 45370 members 
Mstep: Class 19 contains 46543 members 
Mstep: Class 20 contains 16140 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 32699 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 13671 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47119 members 
Mstep: Class 27 contains 46325 members 
Mstep: Class 28 contains 10389 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43213 members 
Mstep: Class 32 contains 49216 members 
Mstep: Class 33 contains 72053 members 
Mstep: Class 34 contains 55112 members 
Mstep: Class 35 contains 41337 members 
Mstep: Class 36 contains 38075 members 
Mstep: Class 37 contains 39594 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46432 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412624.000000 Penalty: 138191.531250
Iteration 178Q: 41 clusters Score -1.964126e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 46652 members 
Mstep: Class 3 contains 41597 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 30070 members 
Mstep: Class 7 contains 51025 members 
Mstep: Class 8 contains 14132 members 
Mstep: Class 9 contains 41936 members 
Mstep: Class 10 contains 44629 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12443 members 
Mstep: Class 14 contains 51472 members 
Mstep: Class 15 contains 46341 members 
Mstep: Class 16 contains 10182 members 
Mstep: Class 17 contains 43477 members 
Mstep: Class 18 contains 45355 members 
Mstep: Class 19 contains 46544 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 32582 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47317 members 
Mstep: Class 27 contains 46293 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43172 members 
Mstep: Class 32 contains 49214 members 
Mstep: Class 33 contains 72025 members 
Mstep: Class 34 contains 55177 members 
Mstep: Class 35 contains 41326 members 
Mstep: Class 36 contains 38066 members 
Mstep: Class 37 contains 39584 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46427 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412720.000000 Penalty: 138191.531250
Iteration 179Q: 41 clusters Score -1.964127e+08 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 46585 members 
Mstep: Class 3 contains 41544 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 30241 members 
Mstep: Class 7 contains 50994 members 
Mstep: Class 8 contains 14128 members 
Mstep: Class 9 contains 41933 members 
Mstep: Class 10 contains 44608 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12430 members 
Mstep: Class 14 contains 51443 members 
Mstep: Class 15 contains 46404 members 
Mstep: Class 16 contains 10178 members 
Mstep: Class 17 contains 43493 members 
Mstep: Class 18 contains 45355 members 
Mstep: Class 19 contains 46505 members 
Mstep: Class 20 contains 16137 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 32478 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 13668 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47521 members 
Mstep: Class 27 contains 46270 members 
Mstep: Class 28 contains 10395 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43127 members 
Mstep: Class 32 contains 49218 members 
Mstep: Class 33 contains 71995 members 
Mstep: Class 34 contains 55219 members 
Mstep: Class 35 contains 41344 members 
Mstep: Class 36 contains 38037 members 
Mstep: Class 37 contains 39571 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46421 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413040.000000 Penalty: 138191.531250
Iteration 180F: 41 clusters Score -1.96413e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 46472 members 
Mstep: Class 3 contains 41493 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 30432 members 
Mstep: Class 7 contains 50947 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 41932 members 
Mstep: Class 10 contains 44581 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 51426 members 
Mstep: Class 15 contains 46459 members 
Mstep: Class 16 contains 10174 members 
Mstep: Class 17 contains 43494 members 
Mstep: Class 18 contains 45342 members 
Mstep: Class 19 contains 46483 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 32367 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47734 members 
Mstep: Class 27 contains 46258 members 
Mstep: Class 28 contains 10395 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 43094 members 
Mstep: Class 32 contains 49220 members 
Mstep: Class 33 contains 71954 members 
Mstep: Class 34 contains 55270 members 
Mstep: Class 35 contains 41347 members 
Mstep: Class 36 contains 38035 members 
Mstep: Class 37 contains 39567 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46408 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413072.000000 Penalty: 138191.531250
Iteration 181Q: 41 clusters Score -1.964131e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 46364 members 
Mstep: Class 3 contains 41468 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 30618 members 
Mstep: Class 7 contains 50909 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 41930 members 
Mstep: Class 10 contains 44554 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12434 members 
Mstep: Class 14 contains 51402 members 
Mstep: Class 15 contains 46522 members 
Mstep: Class 16 contains 10171 members 
Mstep: Class 17 contains 43496 members 
Mstep: Class 18 contains 45313 members 
Mstep: Class 19 contains 46430 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 32264 members 
Mstep: Class 23 contains 8271 members 
Mstep: Class 24 contains 13668 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47926 members 
Mstep: Class 27 contains 46253 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43053 members 
Mstep: Class 32 contains 49216 members 
Mstep: Class 33 contains 71931 members 
Mstep: Class 34 contains 55302 members 
Mstep: Class 35 contains 41337 members 
Mstep: Class 36 contains 38055 members 
Mstep: Class 37 contains 39561 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46401 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412784.000000 Penalty: 138191.531250
Iteration 182Q: 41 clusters Score -1.964128e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 46272 members 
Mstep: Class 3 contains 41438 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 30838 members 
Mstep: Class 7 contains 50898 members 
Mstep: Class 8 contains 14121 members 
Mstep: Class 9 contains 41933 members 
Mstep: Class 10 contains 44518 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 51384 members 
Mstep: Class 15 contains 46588 members 
Mstep: Class 16 contains 10171 members 
Mstep: Class 17 contains 43505 members 
Mstep: Class 18 contains 45284 members 
Mstep: Class 19 contains 46395 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 32193 members 
Mstep: Class 23 contains 8269 members 
Mstep: Class 24 contains 13665 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48051 members 
Mstep: Class 27 contains 46240 members 
Mstep: Class 28 contains 10403 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43012 members 
Mstep: Class 32 contains 49215 members 
Mstep: Class 33 contains 71897 members 
Mstep: Class 34 contains 55330 members 
Mstep: Class 35 contains 41316 members 
Mstep: Class 36 contains 38066 members 
Mstep: Class 37 contains 39562 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46374 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413024.000000 Penalty: 138191.531250
Iteration 183Q: 41 clusters Score -1.96413e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 46162 members 
Mstep: Class 3 contains 41421 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 31071 members 
Mstep: Class 7 contains 50858 members 
Mstep: Class 8 contains 14111 members 
Mstep: Class 9 contains 41933 members 
Mstep: Class 10 contains 44472 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 51345 members 
Mstep: Class 15 contains 46638 members 
Mstep: Class 16 contains 10168 members 
Mstep: Class 17 contains 43505 members 
Mstep: Class 18 contains 45257 members 
Mstep: Class 19 contains 46331 members 
Mstep: Class 20 contains 16149 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 32109 members 
Mstep: Class 23 contains 8265 members 
Mstep: Class 24 contains 13663 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48223 members 
Mstep: Class 27 contains 46234 members 
Mstep: Class 28 contains 10408 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 43007 members 
Mstep: Class 32 contains 49213 members 
Mstep: Class 33 contains 71871 members 
Mstep: Class 34 contains 55392 members 
Mstep: Class 35 contains 41323 members 
Mstep: Class 36 contains 38066 members 
Mstep: Class 37 contains 39560 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46326 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413328.000000 Penalty: 138191.531250
Iteration 184Q: 41 clusters Score -1.964133e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 46009 members 
Mstep: Class 3 contains 41378 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 31335 members 
Mstep: Class 7 contains 50826 members 
Mstep: Class 8 contains 14111 members 
Mstep: Class 9 contains 41926 members 
Mstep: Class 10 contains 44420 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 51309 members 
Mstep: Class 15 contains 46689 members 
Mstep: Class 16 contains 10164 members 
Mstep: Class 17 contains 43525 members 
Mstep: Class 18 contains 45238 members 
Mstep: Class 19 contains 46293 members 
Mstep: Class 20 contains 16147 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 32022 members 
Mstep: Class 23 contains 8265 members 
Mstep: Class 24 contains 13665 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 46229 members 
Mstep: Class 28 contains 10417 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42985 members 
Mstep: Class 32 contains 49212 members 
Mstep: Class 33 contains 71866 members 
Mstep: Class 34 contains 55442 members 
Mstep: Class 35 contains 41324 members 
Mstep: Class 36 contains 38031 members 
Mstep: Class 37 contains 39554 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46284 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413440.000000 Penalty: 138191.531250
Iteration 185Q: 41 clusters Score -1.964134e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 45783 members 
Mstep: Class 3 contains 41333 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 31631 members 
Mstep: Class 7 contains 50817 members 
Mstep: Class 8 contains 14104 members 
Mstep: Class 9 contains 41919 members 
Mstep: Class 10 contains 44369 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12458 members 
Mstep: Class 14 contains 51303 members 
Mstep: Class 15 contains 46732 members 
Mstep: Class 16 contains 10159 members 
Mstep: Class 17 contains 43547 members 
Mstep: Class 18 contains 45217 members 
Mstep: Class 19 contains 46240 members 
Mstep: Class 20 contains 16149 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 32000 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13664 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48506 members 
Mstep: Class 27 contains 46224 members 
Mstep: Class 28 contains 10425 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42974 members 
Mstep: Class 32 contains 49206 members 
Mstep: Class 33 contains 71867 members 
Mstep: Class 34 contains 55505 members 
Mstep: Class 35 contains 41318 members 
Mstep: Class 36 contains 38000 members 
Mstep: Class 37 contains 39539 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46265 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413760.000000 Penalty: 138191.531250
Iteration 186Q: 41 clusters Score -1.964138e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 45606 members 
Mstep: Class 3 contains 41290 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 31940 members 
Mstep: Class 7 contains 50797 members 
Mstep: Class 8 contains 14104 members 
Mstep: Class 9 contains 41915 members 
Mstep: Class 10 contains 44328 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12455 members 
Mstep: Class 14 contains 51285 members 
Mstep: Class 15 contains 46772 members 
Mstep: Class 16 contains 10155 members 
Mstep: Class 17 contains 43559 members 
Mstep: Class 18 contains 45205 members 
Mstep: Class 19 contains 46202 members 
Mstep: Class 20 contains 16142 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 32005 members 
Mstep: Class 23 contains 8261 members 
Mstep: Class 24 contains 13664 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48559 members 
Mstep: Class 27 contains 46242 members 
Mstep: Class 28 contains 10425 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42948 members 
Mstep: Class 32 contains 49197 members 
Mstep: Class 33 contains 71827 members 
Mstep: Class 34 contains 55580 members 
Mstep: Class 35 contains 41324 members 
Mstep: Class 36 contains 37959 members 
Mstep: Class 37 contains 39526 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46241 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414032.000000 Penalty: 138191.531250
Iteration 187Q: 41 clusters Score -1.96414e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 45490 members 
Mstep: Class 3 contains 41252 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 32208 members 
Mstep: Class 7 contains 50787 members 
Mstep: Class 8 contains 14101 members 
Mstep: Class 9 contains 41907 members 
Mstep: Class 10 contains 44297 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 14 contains 51264 members 
Mstep: Class 15 contains 46819 members 
Mstep: Class 16 contains 10151 members 
Mstep: Class 17 contains 43563 members 
Mstep: Class 18 contains 45193 members 
Mstep: Class 19 contains 46186 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 32014 members 
Mstep: Class 23 contains 8259 members 
Mstep: Class 24 contains 13677 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48522 members 
Mstep: Class 27 contains 46241 members 
Mstep: Class 28 contains 10424 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42925 members 
Mstep: Class 32 contains 49193 members 
Mstep: Class 33 contains 71793 members 
Mstep: Class 34 contains 55650 members 
Mstep: Class 35 contains 41335 members 
Mstep: Class 36 contains 37925 members 
Mstep: Class 37 contains 39525 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46217 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414016.000000 Penalty: 138191.531250
Iteration 188Q: 41 clusters Score -1.96414e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 45359 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 32461 members 
Mstep: Class 7 contains 50764 members 
Mstep: Class 8 contains 14095 members 
Mstep: Class 9 contains 41900 members 
Mstep: Class 10 contains 44249 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12449 members 
Mstep: Class 14 contains 51248 members 
Mstep: Class 15 contains 46866 members 
Mstep: Class 16 contains 10145 members 
Mstep: Class 17 contains 43588 members 
Mstep: Class 18 contains 45191 members 
Mstep: Class 19 contains 46184 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 32084 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13678 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48490 members 
Mstep: Class 27 contains 46254 members 
Mstep: Class 28 contains 10425 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42898 members 
Mstep: Class 32 contains 49190 members 
Mstep: Class 33 contains 71760 members 
Mstep: Class 34 contains 55720 members 
Mstep: Class 35 contains 41324 members 
Mstep: Class 36 contains 37872 members 
Mstep: Class 37 contains 39509 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46206 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414336.000000 Penalty: 138191.531250
Iteration 189Q: 41 clusters Score -1.964143e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 45273 members 
Mstep: Class 3 contains 41167 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 2777 members 
Mstep: Class 6 contains 32676 members 
Mstep: Class 7 contains 50745 members 
Mstep: Class 8 contains 14102 members 
Mstep: Class 9 contains 41896 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12440 members 
Mstep: Class 14 contains 51226 members 
Mstep: Class 15 contains 46914 members 
Mstep: Class 16 contains 10146 members 
Mstep: Class 17 contains 43607 members 
Mstep: Class 18 contains 45182 members 
Mstep: Class 19 contains 46181 members 
Mstep: Class 20 contains 16137 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 32208 members 
Mstep: Class 23 contains 8253 members 
Mstep: Class 24 contains 13677 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 46280 members 
Mstep: Class 28 contains 10427 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42879 members 
Mstep: Class 32 contains 49187 members 
Mstep: Class 33 contains 71715 members 
Mstep: Class 34 contains 55785 members 
Mstep: Class 35 contains 41315 members 
Mstep: Class 36 contains 37804 members 
Mstep: Class 37 contains 39501 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46181 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414512.000000 Penalty: 138191.531250
Iteration 190Q: 41 clusters Score -1.964145e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 45204 members 
Mstep: Class 3 contains 41122 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 32917 members 
Mstep: Class 7 contains 50738 members 
Mstep: Class 8 contains 14108 members 
Mstep: Class 9 contains 41892 members 
Mstep: Class 10 contains 44172 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12447 members 
Mstep: Class 14 contains 51225 members 
Mstep: Class 15 contains 46975 members 
Mstep: Class 16 contains 10146 members 
Mstep: Class 17 contains 43625 members 
Mstep: Class 18 contains 45184 members 
Mstep: Class 19 contains 46177 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 32350 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13681 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48214 members 
Mstep: Class 27 contains 46307 members 
Mstep: Class 28 contains 10427 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42860 members 
Mstep: Class 32 contains 49174 members 
Mstep: Class 33 contains 71666 members 
Mstep: Class 34 contains 55840 members 
Mstep: Class 35 contains 41315 members 
Mstep: Class 36 contains 37724 members 
Mstep: Class 37 contains 39497 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46136 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414832.000000 Penalty: 138191.531250
Iteration 191Q: 41 clusters Score -1.964148e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 45138 members 
Mstep: Class 3 contains 41078 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 2774 members 
Mstep: Class 6 contains 33118 members 
Mstep: Class 7 contains 50729 members 
Mstep: Class 8 contains 14103 members 
Mstep: Class 9 contains 41885 members 
Mstep: Class 10 contains 44121 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12449 members 
Mstep: Class 14 contains 51191 members 
Mstep: Class 15 contains 47035 members 
Mstep: Class 16 contains 10144 members 
Mstep: Class 17 contains 43628 members 
Mstep: Class 18 contains 45191 members 
Mstep: Class 19 contains 46180 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 32528 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 48050 members 
Mstep: Class 27 contains 46338 members 
Mstep: Class 28 contains 10430 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 42832 members 
Mstep: Class 32 contains 49168 members 
Mstep: Class 33 contains 71647 members 
Mstep: Class 34 contains 55911 members 
Mstep: Class 35 contains 41278 members 
Mstep: Class 36 contains 37641 members 
Mstep: Class 37 contains 39497 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46130 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415120.000000 Penalty: 138191.531250
Iteration 192Q: 41 clusters Score -1.964151e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 41048 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 33265 members 
Mstep: Class 7 contains 50707 members 
Mstep: Class 8 contains 14100 members 
Mstep: Class 9 contains 41873 members 
Mstep: Class 10 contains 44062 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 51169 members 
Mstep: Class 15 contains 47105 members 
Mstep: Class 16 contains 10143 members 
Mstep: Class 17 contains 43609 members 
Mstep: Class 18 contains 45204 members 
Mstep: Class 19 contains 46192 members 
Mstep: Class 20 contains 16139 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 32710 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 13687 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47932 members 
Mstep: Class 27 contains 46355 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42801 members 
Mstep: Class 32 contains 49164 members 
Mstep: Class 33 contains 71648 members 
Mstep: Class 34 contains 55981 members 
Mstep: Class 35 contains 41231 members 
Mstep: Class 36 contains 37548 members 
Mstep: Class 37 contains 39509 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46131 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415024.000000 Penalty: 138191.531250
Iteration 193Q: 41 clusters Score -1.96415e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 45028 members 
Mstep: Class 3 contains 41004 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 33376 members 
Mstep: Class 7 contains 50696 members 
Mstep: Class 8 contains 14097 members 
Mstep: Class 9 contains 41868 members 
Mstep: Class 10 contains 44003 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 51120 members 
Mstep: Class 15 contains 47171 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 43609 members 
Mstep: Class 18 contains 45226 members 
Mstep: Class 19 contains 46230 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 32898 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47843 members 
Mstep: Class 27 contains 46378 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 42778 members 
Mstep: Class 32 contains 49165 members 
Mstep: Class 33 contains 71620 members 
Mstep: Class 34 contains 56037 members 
Mstep: Class 35 contains 41200 members 
Mstep: Class 36 contains 37464 members 
Mstep: Class 37 contains 39513 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46099 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415088.000000 Penalty: 138191.531250
Iteration 194Q: 41 clusters Score -1.964151e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 45022 members 
Mstep: Class 3 contains 40974 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33469 members 
Mstep: Class 7 contains 50686 members 
Mstep: Class 8 contains 14091 members 
Mstep: Class 9 contains 41866 members 
Mstep: Class 10 contains 43962 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12443 members 
Mstep: Class 14 contains 51090 members 
Mstep: Class 15 contains 47232 members 
Mstep: Class 16 contains 10142 members 
Mstep: Class 17 contains 43602 members 
Mstep: Class 18 contains 45246 members 
Mstep: Class 19 contains 46247 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 33079 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47744 members 
Mstep: Class 27 contains 46382 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 42778 members 
Mstep: Class 32 contains 49154 members 
Mstep: Class 33 contains 71575 members 
Mstep: Class 34 contains 56091 members 
Mstep: Class 35 contains 41178 members 
Mstep: Class 36 contains 37378 members 
Mstep: Class 37 contains 39510 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46070 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415088.000000 Penalty: 138191.531250
Iteration 195Q: 41 clusters Score -1.964151e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 45070 members 
Mstep: Class 3 contains 40951 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33548 members 
Mstep: Class 7 contains 50674 members 
Mstep: Class 8 contains 14092 members 
Mstep: Class 9 contains 41853 members 
Mstep: Class 10 contains 43905 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 51038 members 
Mstep: Class 15 contains 47287 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 43621 members 
Mstep: Class 18 contains 45278 members 
Mstep: Class 19 contains 46257 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 33263 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47646 members 
Mstep: Class 27 contains 46402 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 42763 members 
Mstep: Class 32 contains 49146 members 
Mstep: Class 33 contains 71513 members 
Mstep: Class 34 contains 56132 members 
Mstep: Class 35 contains 41155 members 
Mstep: Class 36 contains 37290 members 
Mstep: Class 37 contains 39508 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46048 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415072.000000 Penalty: 138191.531250
Iteration 196Q: 41 clusters Score -1.964151e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 45091 members 
Mstep: Class 3 contains 40932 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33614 members 
Mstep: Class 7 contains 50670 members 
Mstep: Class 8 contains 14090 members 
Mstep: Class 9 contains 41846 members 
Mstep: Class 10 contains 43847 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12440 members 
Mstep: Class 14 contains 51005 members 
Mstep: Class 15 contains 47353 members 
Mstep: Class 16 contains 10140 members 
Mstep: Class 17 contains 43651 members 
Mstep: Class 18 contains 45267 members 
Mstep: Class 19 contains 46225 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 33453 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47593 members 
Mstep: Class 27 contains 46416 members 
Mstep: Class 28 contains 10436 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 42757 members 
Mstep: Class 32 contains 49138 members 
Mstep: Class 33 contains 71480 members 
Mstep: Class 34 contains 56148 members 
Mstep: Class 35 contains 41132 members 
Mstep: Class 36 contains 37218 members 
Mstep: Class 37 contains 39495 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 46023 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415296.000000 Penalty: 138191.531250
Iteration 197Q: 41 clusters Score -1.964153e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 45142 members 
Mstep: Class 3 contains 40903 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33673 members 
Mstep: Class 7 contains 50648 members 
Mstep: Class 8 contains 14083 members 
Mstep: Class 9 contains 41840 members 
Mstep: Class 10 contains 43791 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 50976 members 
Mstep: Class 15 contains 47419 members 
Mstep: Class 16 contains 10136 members 
Mstep: Class 17 contains 43693 members 
Mstep: Class 18 contains 45288 members 
Mstep: Class 19 contains 46188 members 
Mstep: Class 20 contains 16127 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 33608 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47558 members 
Mstep: Class 27 contains 46448 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42739 members 
Mstep: Class 32 contains 49134 members 
Mstep: Class 33 contains 71450 members 
Mstep: Class 34 contains 56167 members 
Mstep: Class 35 contains 41098 members 
Mstep: Class 36 contains 37138 members 
Mstep: Class 37 contains 39487 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45992 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415264.000000 Penalty: 138191.531250
Iteration 198Q: 41 clusters Score -1.964153e+08 nChanged 1812
Entering ConstructFrom: 
Score: -196415264.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (16492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Entering Unmasked Estep 
Score: -2902672.750000 Penalty: 2408.236328
	Iteration 0F: 2 clusters Score -2902673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2890885.000000 Penalty: 4816.472656
	Iteration 0F: 3 clusters Score -2890885 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2894871.750000 Penalty: 4816.472656
	Iteration 1F: 3 clusters Score -2894872 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2895357.750000 Penalty: 4816.472656
	Iteration 2F: 3 clusters Score -2895358 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2895777.000000 Penalty: 4816.472656
	Iteration 3F: 3 clusters Score -2895777 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2896193.750000 Penalty: 4816.472656
	Iteration 4F: 3 clusters Score -2896194 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2896631.250000 Penalty: 4816.472656
	Iteration 5Q: 3 clusters Score -2896631 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2897104.000000 Penalty: 4816.472656
	Iteration 6F: 3 clusters Score -2897104 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2897643.000000 Penalty: 4816.472656
	Iteration 7F: 3 clusters Score -2897643 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2898217.750000 Penalty: 4816.472656
	Iteration 8F: 3 clusters Score -2898218 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2898779.500000 Penalty: 4816.472656
	Iteration 9Q: 3 clusters Score -2898780 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2899289.500000 Penalty: 4816.472656
	Iteration 10Q: 3 clusters Score -2899290 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2899712.000000 Penalty: 4816.472656
	Iteration 11Q: 3 clusters Score -2899712 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2900039.250000 Penalty: 4816.472656
	Iteration 12Q: 3 clusters Score -2900039 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2900259.500000 Penalty: 4816.472656
	Iteration 13Q: 3 clusters Score -2900260 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2900464.000000 Penalty: 4816.472656
	Iteration 14Q: 3 clusters Score -2900464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2900653.500000 Penalty: 4816.472656
	Iteration 15Q: 3 clusters Score -2900654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2900783.000000 Penalty: 4816.472656
	Iteration 16Q: 3 clusters Score -2900783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2900845.000000 Penalty: 4816.472656
	Iteration 17Q: 3 clusters Score -2900845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2900910.500000 Penalty: 4816.472656
	Iteration 18Q: 3 clusters Score -2900910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2900973.250000 Penalty: 4816.472656
	Iteration 19Q: 3 clusters Score -2900973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2901038.500000 Penalty: 4816.472656
	Iteration 20F: 3 clusters Score -2901038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2901088.000000 Penalty: 4816.472656
	Iteration 21Q: 3 clusters Score -2901088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2901131.500000 Penalty: 4816.472656
	Iteration 22Q: 3 clusters Score -2901132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2901154.500000 Penalty: 4816.472656
	Iteration 23Q: 3 clusters Score -2901154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2901164.500000 Penalty: 4816.472656
	Iteration 24Q: 3 clusters Score -2901164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2901182.750000 Penalty: 4816.472656
	Iteration 25Q: 3 clusters Score -2901183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2901185.000000 Penalty: 4816.472656
	Iteration 26Q: 3 clusters Score -2901185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2901188.000000 Penalty: 4816.472656
	Iteration 27Q: 3 clusters Score -2901188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2901188.000000 Penalty: 4816.472656
	Iteration 28F: 3 clusters Score -2901188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Entering Unmasked Estep 
Score: -8188655.500000 Penalty: 2658.406982
	Iteration 0F: 2 clusters Score -8188656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8159188.500000 Penalty: 5316.813965
	Iteration 0F: 3 clusters Score -8159188 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -8170481.000000 Penalty: 5316.813965
	Iteration 1F: 3 clusters Score -8170481 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -8170968.500000 Penalty: 5316.813965
	Iteration 2Q: 3 clusters Score -8170968 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -8171383.000000 Penalty: 5316.813965
	Iteration 3Q: 3 clusters Score -8171383 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8171729.000000 Penalty: 5316.813965
	Iteration 4Q: 3 clusters Score -8171729 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -8172063.000000 Penalty: 5316.813965
	Iteration 5Q: 3 clusters Score -8172063 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -8172332.000000 Penalty: 5316.813965
	Iteration 6Q: 3 clusters Score -8172332 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -8172634.000000 Penalty: 5316.813965
	Iteration 7Q: 3 clusters Score -8172634 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -8173087.500000 Penalty: 5316.813965
	Iteration 8Q: 3 clusters Score -8173088 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8173519.000000 Penalty: 5316.813965
	Iteration 9Q: 3 clusters Score -8173519 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -8174134.000000 Penalty: 5316.813965
	Iteration 10Q: 3 clusters Score -8174134 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -8174928.500000 Penalty: 5316.813965
	Iteration 11Q: 3 clusters Score -8174928 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -8176136.500000 Penalty: 5316.813965
	Iteration 12Q: 3 clusters Score -8176136 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -8177854.000000 Penalty: 5316.813965
	Iteration 13F: 3 clusters Score -8177854 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -8180063.000000 Penalty: 5316.813965
	Iteration 14F: 3 clusters Score -8180063 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -8182339.500000 Penalty: 5316.813965
	Iteration 15F: 3 clusters Score -8182340 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -8184113.500000 Penalty: 5316.813965
	Iteration 16F: 3 clusters Score -8184114 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8185215.500000 Penalty: 5316.813965
	Iteration 17Q: 3 clusters Score -8185216 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -8185786.500000 Penalty: 5316.813965
	Iteration 18Q: 3 clusters Score -8185786 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8186070.000000 Penalty: 5316.813965
	Iteration 19Q: 3 clusters Score -8186070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8186189.000000 Penalty: 5316.813965
	Iteration 20F: 3 clusters Score -8186189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8186245.000000 Penalty: 5316.813965
	Iteration 21Q: 3 clusters Score -8186245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8186276.000000 Penalty: 5316.813965
	Iteration 22Q: 3 clusters Score -8186276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -8186303.000000 Penalty: 5316.813965
	Iteration 23Q: 3 clusters Score -8186303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8186320.000000 Penalty: 5316.813965
	Iteration 24Q: 3 clusters Score -8186320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8186325.500000 Penalty: 5316.813965
	Iteration 25Q: 3 clusters Score -8186326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -8186337.500000 Penalty: 5316.813965
	Iteration 26Q: 3 clusters Score -8186338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8186343.500000 Penalty: 5316.813965
	Iteration 27Q: 3 clusters Score -8186344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8186343.500000 Penalty: 5316.813965
	Iteration 28Q: 3 clusters Score -8186344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8186354.500000 Penalty: 5316.813965
	Iteration 29Q: 3 clusters Score -8186354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8186355.500000 Penalty: 5316.813965
	Iteration 30Q: 3 clusters Score -8186356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8186367.500000 Penalty: 5316.813965
	Iteration 31Q: 3 clusters Score -8186368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8186363.500000 Penalty: 5316.813965
	Iteration 32Q: 3 clusters Score -8186364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8186362.000000 Penalty: 5316.813965
	Iteration 33Q: 3 clusters Score -8186362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8186366.500000 Penalty: 5316.813965
	Iteration 34Q: 3 clusters Score -8186366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8186366.500000 Penalty: 5316.813965
	Iteration 35F: 3 clusters Score -8186366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Entering Unmasked Estep 
Score: -7290392.500000 Penalty: 2633.392578
	Iteration 0F: 2 clusters Score -7290392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7262929.000000 Penalty: 5266.785156
	Iteration 0F: 3 clusters Score -7262929 nChanged 18849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -7273429.500000 Penalty: 5266.785156
	Iteration 1F: 3 clusters Score -7273430 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -7274129.500000 Penalty: 5266.785156
	Iteration 2Q: 3 clusters Score -7274130 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -7274856.000000 Penalty: 5266.785156
	Iteration 3Q: 3 clusters Score -7274856 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -7275735.000000 Penalty: 5266.785156
	Iteration 4Q: 3 clusters Score -7275735 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7276673.000000 Penalty: 5266.785156
	Iteration 5Q: 3 clusters Score -7276673 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -7277708.000000 Penalty: 5266.785156
	Iteration 6Q: 3 clusters Score -7277708 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -7278919.500000 Penalty: 5266.785156
	Iteration 7F: 3 clusters Score -7278920 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -7280483.500000 Penalty: 5266.785156
	Iteration 8F: 3 clusters Score -7280484 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -7282196.500000 Penalty: 5266.785156
	Iteration 9F: 3 clusters Score -7282196 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -7283860.000000 Penalty: 5266.785156
	Iteration 10F: 3 clusters Score -7283860 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -7284962.500000 Penalty: 5266.785156
	Iteration 11Q: 3 clusters Score -7284962 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -7285573.000000 Penalty: 5266.785156
	Iteration 12Q: 3 clusters Score -7285573 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -7286082.500000 Penalty: 5266.785156
	Iteration 13Q: 3 clusters Score -7286082 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -7286407.500000 Penalty: 5266.785156
	Iteration 14Q: 3 clusters Score -7286408 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -7286686.000000 Penalty: 5266.785156
	Iteration 15Q: 3 clusters Score -7286686 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -7286840.500000 Penalty: 5266.785156
	Iteration 16Q: 3 clusters Score -7286840 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -7286992.000000 Penalty: 5266.785156
	Iteration 17Q: 3 clusters Score -7286992 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -7287096.500000 Penalty: 5266.785156
	Iteration 18Q: 3 clusters Score -7287096 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -7287158.500000 Penalty: 5266.785156
	Iteration 19Q: 3 clusters Score -7287158 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -7287202.500000 Penalty: 5266.785156
	Iteration 20F: 3 clusters Score -7287202 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7287212.000000 Penalty: 5266.785156
	Iteration 21Q: 3 clusters Score -7287212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7287228.500000 Penalty: 5266.785156
	Iteration 22Q: 3 clusters Score -7287228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -7287246.500000 Penalty: 5266.785156
	Iteration 23Q: 3 clusters Score -7287246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -7287265.500000 Penalty: 5266.785156
	Iteration 24Q: 3 clusters Score -7287266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7287256.500000 Penalty: 5266.785156
	Iteration 25Q: 3 clusters Score -7287256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7287269.000000 Penalty: 5266.785156
	Iteration 26Q: 3 clusters Score -7287269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -7287280.500000 Penalty: 5266.785156
	Iteration 27Q: 3 clusters Score -7287280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -7287287.000000 Penalty: 5266.785156
	Iteration 28Q: 3 clusters Score -7287287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -7287303.000000 Penalty: 5266.785156
	Iteration 29Q: 3 clusters Score -7287303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -7287309.500000 Penalty: 5266.785156
	Iteration 30Q: 3 clusters Score -7287310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -7287317.000000 Penalty: 5266.785156
	Iteration 31Q: 3 clusters Score -7287317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -7287314.500000 Penalty: 5266.785156
	Iteration 32Q: 3 clusters Score -7287314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -7287314.000000 Penalty: 5266.785156
	Iteration 33Q: 3 clusters Score -7287314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -7287320.500000 Penalty: 5266.785156
	Iteration 34Q: 3 clusters Score -7287320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -7287323.000000 Penalty: 5266.785156
	Iteration 35Q: 3 clusters Score -7287323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7287330.500000 Penalty: 5266.785156
	Iteration 36Q: 3 clusters Score -7287330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -7287331.500000 Penalty: 5266.785156
	Iteration 37Q: 3 clusters Score -7287332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -7287326.000000 Penalty: 5266.785156
	Iteration 38Q: 3 clusters Score -7287326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7287331.000000 Penalty: 5266.785156
	Iteration 39Q: 3 clusters Score -7287331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7287322.500000 Penalty: 5266.785156
	Iteration 40F: 3 clusters Score -7287322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -7287320.500000 Penalty: 5266.785156
	Iteration 41Q: 3 clusters Score -7287320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -7287315.000000 Penalty: 5266.785156
	Iteration 42Q: 3 clusters Score -7287315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -7287315.000000 Penalty: 5266.785156
	Iteration 43F: 3 clusters Score -7287315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -751776.250000 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -751776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -747580.812500 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -747580.8 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -748516.000000 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -748516 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -748724.625000 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -748724.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -748863.187500 Penalty: 4163.259766
	Iteration 3F: 3 clusters Score -748863.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -748961.750000 Penalty: 4163.259766
	Iteration 4Q: 3 clusters Score -748961.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -749042.750000 Penalty: 4163.259766
	Iteration 5Q: 3 clusters Score -749042.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -749107.625000 Penalty: 4163.259766
	Iteration 6Q: 3 clusters Score -749107.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -749156.687500 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -749156.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -749197.375000 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -749197.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -749233.562500 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -749233.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -749260.562500 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -749260.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -749290.125000 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -749290.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -749327.000000 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -749327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -749362.000000 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -749362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -749408.875000 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -749408.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -749455.125000 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -749455.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -749512.250000 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -749512.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -749593.937500 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -749593.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -749714.750000 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -749714.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -749844.500000 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -749844.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -749947.750000 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -749947.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -750055.250000 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -750055.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -750182.187500 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -750182.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -750308.625000 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -750308.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -750427.312500 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -750427.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -750550.187500 Penalty: 4163.259766
	Iteration 25Q: 3 clusters Score -750550.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -750671.687500 Penalty: 4163.259766
	Iteration 26Q: 3 clusters Score -750671.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -750772.250000 Penalty: 4163.259766
	Iteration 27Q: 3 clusters Score -750772.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -750845.125000 Penalty: 4163.259766
	Iteration 28Q: 3 clusters Score -750845.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -750886.000000 Penalty: 4163.259766
	Iteration 29Q: 3 clusters Score -750886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -750902.125000 Penalty: 4163.259766
	Iteration 30Q: 3 clusters Score -750902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -750917.687500 Penalty: 4163.259766
	Iteration 31Q: 3 clusters Score -750917.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -750925.062500 Penalty: 4163.259766
	Iteration 32Q: 3 clusters Score -750925.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -750928.687500 Penalty: 4163.259766
	Iteration 33Q: 3 clusters Score -750928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -750929.062500 Penalty: 4163.259766
	Iteration 34Q: 3 clusters Score -750929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -750930.250000 Penalty: 4163.259766
	Iteration 35Q: 3 clusters Score -750930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -750931.312500 Penalty: 4163.259766
	Iteration 36Q: 3 clusters Score -750931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -750931.125000 Penalty: 4163.259766
	Iteration 37Q: 3 clusters Score -750931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -750930.500000 Penalty: 4163.259766
	Iteration 38Q: 3 clusters Score -750930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -750933.687500 Penalty: 4163.259766
	Iteration 39Q: 3 clusters Score -750933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -750935.000000 Penalty: 4163.259766
	Iteration 40F: 3 clusters Score -750935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -461765.906250 Penalty: 1965.797363
	Iteration 0F: 2 clusters Score -461765.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -458687.906250 Penalty: 3931.594727
	Iteration 0F: 3 clusters Score -458687.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -459436.718750 Penalty: 3931.594727
	Iteration 1F: 3 clusters Score -459436.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -459722.437500 Penalty: 3931.594727
	Iteration 2F: 3 clusters Score -459722.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -459930.562500 Penalty: 3931.594727
	Iteration 3F: 3 clusters Score -459930.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -460072.500000 Penalty: 3931.594727
	Iteration 4Q: 3 clusters Score -460072.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -460193.468750 Penalty: 3931.594727
	Iteration 5Q: 3 clusters Score -460193.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -460287.062500 Penalty: 3931.594727
	Iteration 6Q: 3 clusters Score -460287.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -460355.062500 Penalty: 3931.594727
	Iteration 7Q: 3 clusters Score -460355.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -460387.125000 Penalty: 3931.594727
	Iteration 8Q: 3 clusters Score -460387.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -460404.593750 Penalty: 3931.594727
	Iteration 9Q: 3 clusters Score -460404.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -460418.843750 Penalty: 3931.594727
	Iteration 10Q: 3 clusters Score -460418.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -460429.500000 Penalty: 3931.594727
	Iteration 11Q: 3 clusters Score -460429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -460436.187500 Penalty: 3931.594727
	Iteration 12Q: 3 clusters Score -460436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -460447.312500 Penalty: 3931.594727
	Iteration 13Q: 3 clusters Score -460447.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -460453.343750 Penalty: 3931.594727
	Iteration 14Q: 3 clusters Score -460453.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -460459.187500 Penalty: 3931.594727
	Iteration 15Q: 3 clusters Score -460459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -460468.500000 Penalty: 3931.594727
	Iteration 16Q: 3 clusters Score -460468.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -460477.656250 Penalty: 3931.594727
	Iteration 17Q: 3 clusters Score -460477.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -460485.968750 Penalty: 3931.594727
	Iteration 18Q: 3 clusters Score -460486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -460489.937500 Penalty: 3931.594727
	Iteration 19Q: 3 clusters Score -460489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -460493.031250 Penalty: 3931.594727
	Iteration 20F: 3 clusters Score -460493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -460495.093750 Penalty: 3931.594727
	Iteration 21Q: 3 clusters Score -460495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -460495.625000 Penalty: 3931.594727
	Iteration 22Q: 3 clusters Score -460495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -460495.625000 Penalty: 3931.594727
	Iteration 23F: 3 clusters Score -460495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Entering Unmasked Estep 
Score: -6053788.500000 Penalty: 2585.639404
	Iteration 0F: 2 clusters Score -6053788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -6031080.500000 Penalty: 5171.278809
	Iteration 0F: 3 clusters Score -6031080 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -6039551.500000 Penalty: 5171.278809
	Iteration 1F: 3 clusters Score -6039552 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -6040827.500000 Penalty: 5171.278809
	Iteration 2F: 3 clusters Score -6040828 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -6042669.500000 Penalty: 5171.278809
	Iteration 3F: 3 clusters Score -6042670 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6044975.500000 Penalty: 5171.278809
	Iteration 4F: 3 clusters Score -6044976 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -6047668.500000 Penalty: 5171.278809
	Iteration 5F: 3 clusters Score -6047668 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -6050218.000000 Penalty: 5171.278809
	Iteration 6F: 3 clusters Score -6050218 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -6051682.000000 Penalty: 5171.278809
	Iteration 7Q: 3 clusters Score -6051682 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -6052129.000000 Penalty: 5171.278809
	Iteration 8Q: 3 clusters Score -6052129 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6052308.000000 Penalty: 5171.278809
	Iteration 9Q: 3 clusters Score -6052308 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6052381.500000 Penalty: 5171.278809
	Iteration 10Q: 3 clusters Score -6052382 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -6052447.000000 Penalty: 5171.278809
	Iteration 11Q: 3 clusters Score -6052447 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -6052492.500000 Penalty: 5171.278809
	Iteration 12Q: 3 clusters Score -6052492 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6052519.000000 Penalty: 5171.278809
	Iteration 13Q: 3 clusters Score -6052519 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -6052541.000000 Penalty: 5171.278809
	Iteration 14Q: 3 clusters Score -6052541 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -6052537.500000 Penalty: 5171.278809
	Iteration 15Q: 3 clusters Score -6052538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6052544.000000 Penalty: 5171.278809
	Iteration 16Q: 3 clusters Score -6052544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -6052546.500000 Penalty: 5171.278809
	Iteration 17Q: 3 clusters Score -6052546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -6052549.000000 Penalty: 5171.278809
	Iteration 18Q: 3 clusters Score -6052549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6052554.500000 Penalty: 5171.278809
	Iteration 19Q: 3 clusters Score -6052554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -6052560.500000 Penalty: 5171.278809
	Iteration 20F: 3 clusters Score -6052560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6052560.500000 Penalty: 5171.278809
	Iteration 21Q: 3 clusters Score -6052560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6052576.000000 Penalty: 5171.278809
	Iteration 22Q: 3 clusters Score -6052576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6052574.500000 Penalty: 5171.278809
	Iteration 23Q: 3 clusters Score -6052574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6052568.000000 Penalty: 5171.278809
	Iteration 24Q: 3 clusters Score -6052568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -6052563.000000 Penalty: 5171.278809
	Iteration 25Q: 3 clusters Score -6052563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6052558.000000 Penalty: 5171.278809
	Iteration 26Q: 3 clusters Score -6052558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -6052585.500000 Penalty: 5171.278809
	Iteration 27Q: 3 clusters Score -6052586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -6052584.500000 Penalty: 5171.278809
	Iteration 28Q: 3 clusters Score -6052584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -6052592.500000 Penalty: 5171.278809
	Iteration 29Q: 3 clusters Score -6052592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -6052615.500000 Penalty: 5171.278809
	Iteration 30Q: 3 clusters Score -6052616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -6052610.500000 Penalty: 5171.278809
	Iteration 31Q: 3 clusters Score -6052610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -6052604.500000 Penalty: 5171.278809
	Iteration 32Q: 3 clusters Score -6052604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -6052609.000000 Penalty: 5171.278809
	Iteration 33Q: 3 clusters Score -6052609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -6052619.500000 Penalty: 5171.278809
	Iteration 34Q: 3 clusters Score -6052620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -6052613.000000 Penalty: 5171.278809
	Iteration 35Q: 3 clusters Score -6052613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -6052618.000000 Penalty: 5171.278809
	Iteration 36Q: 3 clusters Score -6052618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6052614.500000 Penalty: 5171.278809
	Iteration 37Q: 3 clusters Score -6052614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -6052627.500000 Penalty: 5171.278809
	Iteration 38Q: 3 clusters Score -6052628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6052623.000000 Penalty: 5171.278809
	Iteration 39Q: 3 clusters Score -6052623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -6052620.500000 Penalty: 5171.278809
	Iteration 40F: 3 clusters Score -6052620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -6052647.000000 Penalty: 5171.278809
	Iteration 41Q: 3 clusters Score -6052647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -6052668.500000 Penalty: 5171.278809
	Iteration 42Q: 3 clusters Score -6052668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -6052682.500000 Penalty: 5171.278809
	Iteration 43Q: 3 clusters Score -6052682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6052699.000000 Penalty: 5171.278809
	Iteration 44Q: 3 clusters Score -6052699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -6052706.000000 Penalty: 5171.278809
	Iteration 45Q: 3 clusters Score -6052706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -6052708.000000 Penalty: 5171.278809
	Iteration 46Q: 3 clusters Score -6052708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6052707.000000 Penalty: 5171.278809
	Iteration 47Q: 3 clusters Score -6052707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -6052685.000000 Penalty: 5171.278809
	Iteration 48Q: 3 clusters Score -6052685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -6052698.000000 Penalty: 5171.278809
	Iteration 49Q: 3 clusters Score -6052698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -6052690.000000 Penalty: 5171.278809
	Iteration 50Q: 3 clusters Score -6052690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -6052693.000000 Penalty: 5171.278809
	Iteration 51Q: 3 clusters Score -6052693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -6052698.500000 Penalty: 5171.278809
	Iteration 52Q: 3 clusters Score -6052698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -6052706.000000 Penalty: 5171.278809
	Iteration 53Q: 3 clusters Score -6052706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -6052700.500000 Penalty: 5171.278809
	Iteration 54Q: 3 clusters Score -6052700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -6052716.500000 Penalty: 5171.278809
	Iteration 55Q: 3 clusters Score -6052716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6052719.000000 Penalty: 5171.278809
	Iteration 56Q: 3 clusters Score -6052719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -6052716.000000 Penalty: 5171.278809
	Iteration 57Q: 3 clusters Score -6052716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6052715.000000 Penalty: 5171.278809
	Iteration 58Q: 3 clusters Score -6052715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6052712.000000 Penalty: 5171.278809
	Iteration 59Q: 3 clusters Score -6052712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -6052726.500000 Penalty: 5171.278809
	Iteration 60F: 3 clusters Score -6052726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -6052729.000000 Penalty: 5171.278809
	Iteration 61Q: 3 clusters Score -6052729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -6052727.500000 Penalty: 5171.278809
	Iteration 62Q: 3 clusters Score -6052728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -6052727.500000 Penalty: 5171.278809
	Iteration 63Q: 3 clusters Score -6052728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6052730.000000 Penalty: 5171.278809
	Iteration 64Q: 3 clusters Score -6052730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6052722.500000 Penalty: 5171.278809
	Iteration 65Q: 3 clusters Score -6052722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6052729.000000 Penalty: 5171.278809
	Iteration 66Q: 3 clusters Score -6052729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -6052717.500000 Penalty: 5171.278809
	Iteration 67Q: 3 clusters Score -6052718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -6052720.000000 Penalty: 5171.278809
	Iteration 68Q: 3 clusters Score -6052720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -6052728.000000 Penalty: 5171.278809
	Iteration 69Q: 3 clusters Score -6052728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -6052729.000000 Penalty: 5171.278809
	Iteration 70Q: 3 clusters Score -6052729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6052724.500000 Penalty: 5171.278809
	Iteration 71Q: 3 clusters Score -6052724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -6052726.500000 Penalty: 5171.278809
	Iteration 72Q: 3 clusters Score -6052726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6052731.000000 Penalty: 5171.278809
	Iteration 73Q: 3 clusters Score -6052731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -6052737.000000 Penalty: 5171.278809
	Iteration 74Q: 3 clusters Score -6052737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -6052738.000000 Penalty: 5171.278809
	Iteration 75Q: 3 clusters Score -6052738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6052738.000000 Penalty: 5171.278809
	Iteration 76Q: 3 clusters Score -6052738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -6052742.000000 Penalty: 5171.278809
	Iteration 77Q: 3 clusters Score -6052742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -6052744.000000 Penalty: 5171.278809
	Iteration 78Q: 3 clusters Score -6052744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -6052744.000000 Penalty: 5171.278809
	Iteration 79Q: 3 clusters Score -6052744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6052747.000000 Penalty: 5171.278809
	Iteration 80F: 3 clusters Score -6052747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -6052742.500000 Penalty: 5171.278809
	Iteration 81Q: 3 clusters Score -6052742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -6052745.000000 Penalty: 5171.278809
	Iteration 82Q: 3 clusters Score -6052745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -6052742.000000 Penalty: 5171.278809
	Iteration 83Q: 3 clusters Score -6052742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -6052735.000000 Penalty: 5171.278809
	Iteration 84Q: 3 clusters Score -6052735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -6052731.000000 Penalty: 5171.278809
	Iteration 85Q: 3 clusters Score -6052731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -6052737.500000 Penalty: 5171.278809
	Iteration 86Q: 3 clusters Score -6052738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6052731.500000 Penalty: 5171.278809
	Iteration 87Q: 3 clusters Score -6052732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -6052732.500000 Penalty: 5171.278809
	Iteration 88Q: 3 clusters Score -6052732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -6052735.000000 Penalty: 5171.278809
	Iteration 89Q: 3 clusters Score -6052735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -6052728.500000 Penalty: 5171.278809
	Iteration 90Q: 3 clusters Score -6052728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -6052728.500000 Penalty: 5171.278809
	Iteration 91F: 3 clusters Score -6052728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Entering Unmasked Estep 
Score: -9039949.000000 Penalty: 2686.449463
	Iteration 0F: 2 clusters Score -9039949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -9006970.000000 Penalty: 5372.898926
	Iteration 0F: 3 clusters Score -9006970 nChanged 23446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -9019929.000000 Penalty: 5372.898926
	Iteration 1F: 3 clusters Score -9019929 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -9020414.000000 Penalty: 5372.898926
	Iteration 2Q: 3 clusters Score -9020414 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -9020916.000000 Penalty: 5372.898926
	Iteration 3Q: 3 clusters Score -9020916 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -9021525.000000 Penalty: 5372.898926
	Iteration 4Q: 3 clusters Score -9021525 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -9022359.000000 Penalty: 5372.898926
	Iteration 5Q: 3 clusters Score -9022359 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -9023479.000000 Penalty: 5372.898926
	Iteration 6Q: 3 clusters Score -9023479 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -9024911.000000 Penalty: 5372.898926
	Iteration 7Q: 3 clusters Score -9024911 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -9026533.000000 Penalty: 5372.898926
	Iteration 8F: 3 clusters Score -9026533 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -9028094.000000 Penalty: 5372.898926
	Iteration 9F: 3 clusters Score -9028094 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -9029431.000000 Penalty: 5372.898926
	Iteration 10F: 3 clusters Score -9029431 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -9030482.000000 Penalty: 5372.898926
	Iteration 11Q: 3 clusters Score -9030482 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -9031232.000000 Penalty: 5372.898926
	Iteration 12Q: 3 clusters Score -9031232 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -9031678.000000 Penalty: 5372.898926
	Iteration 13Q: 3 clusters Score -9031678 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -9032000.000000 Penalty: 5372.898926
	Iteration 14Q: 3 clusters Score -9032000 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -9032280.000000 Penalty: 5372.898926
	Iteration 15Q: 3 clusters Score -9032280 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -9032499.000000 Penalty: 5372.898926
	Iteration 16Q: 3 clusters Score -9032499 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -9032714.000000 Penalty: 5372.898926
	Iteration 17Q: 3 clusters Score -9032714 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -9032916.000000 Penalty: 5372.898926
	Iteration 18Q: 3 clusters Score -9032916 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -9033104.000000 Penalty: 5372.898926
	Iteration 19Q: 3 clusters Score -9033104 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -9033323.000000 Penalty: 5372.898926
	Iteration 20F: 3 clusters Score -9033323 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -9033582.000000 Penalty: 5372.898926
	Iteration 21Q: 3 clusters Score -9033582 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -9033910.000000 Penalty: 5372.898926
	Iteration 22Q: 3 clusters Score -9033910 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -9034181.000000 Penalty: 5372.898926
	Iteration 23Q: 3 clusters Score -9034181 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -9034538.000000 Penalty: 5372.898926
	Iteration 24Q: 3 clusters Score -9034538 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -9035004.000000 Penalty: 5372.898926
	Iteration 25Q: 3 clusters Score -9035004 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -9035528.000000 Penalty: 5372.898926
	Iteration 26Q: 3 clusters Score -9035528 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -9036046.000000 Penalty: 5372.898926
	Iteration 27Q: 3 clusters Score -9036046 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -9036507.000000 Penalty: 5372.898926
	Iteration 28Q: 3 clusters Score -9036507 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -9036833.000000 Penalty: 5372.898926
	Iteration 29Q: 3 clusters Score -9036833 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -9037084.000000 Penalty: 5372.898926
	Iteration 30Q: 3 clusters Score -9037084 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -9037290.000000 Penalty: 5372.898926
	Iteration 31Q: 3 clusters Score -9037290 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -9037484.000000 Penalty: 5372.898926
	Iteration 32Q: 3 clusters Score -9037484 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -9037614.000000 Penalty: 5372.898926
	Iteration 33Q: 3 clusters Score -9037614 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -9037754.000000 Penalty: 5372.898926
	Iteration 34Q: 3 clusters Score -9037754 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -9037825.000000 Penalty: 5372.898926
	Iteration 35Q: 3 clusters Score -9037825 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -9037892.000000 Penalty: 5372.898926
	Iteration 36Q: 3 clusters Score -9037892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -9037928.000000 Penalty: 5372.898926
	Iteration 37Q: 3 clusters Score -9037928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -9037948.000000 Penalty: 5372.898926
	Iteration 38Q: 3 clusters Score -9037948 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -9037971.000000 Penalty: 5372.898926
	Iteration 39Q: 3 clusters Score -9037971 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -9037989.000000 Penalty: 5372.898926
	Iteration 40F: 3 clusters Score -9037989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9037991.000000 Penalty: 5372.898926
	Iteration 41Q: 3 clusters Score -9037991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -9038026.000000 Penalty: 5372.898926
	Iteration 42Q: 3 clusters Score -9038026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -9038021.000000 Penalty: 5372.898926
	Iteration 43Q: 3 clusters Score -9038021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -9038031.000000 Penalty: 5372.898926
	Iteration 44Q: 3 clusters Score -9038031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -9038040.000000 Penalty: 5372.898926
	Iteration 45Q: 3 clusters Score -9038040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -9038046.000000 Penalty: 5372.898926
	Iteration 46Q: 3 clusters Score -9038046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -9038025.000000 Penalty: 5372.898926
	Iteration 47Q: 3 clusters Score -9038025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -9038033.000000 Penalty: 5372.898926
	Iteration 48Q: 3 clusters Score -9038033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9038043.000000 Penalty: 5372.898926
	Iteration 49Q: 3 clusters Score -9038043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -9038057.000000 Penalty: 5372.898926
	Iteration 50Q: 3 clusters Score -9038057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9038060.000000 Penalty: 5372.898926
	Iteration 51Q: 3 clusters Score -9038060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -9038057.000000 Penalty: 5372.898926
	Iteration 52Q: 3 clusters Score -9038057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -9038047.000000 Penalty: 5372.898926
	Iteration 53Q: 3 clusters Score -9038047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -9038055.000000 Penalty: 5372.898926
	Iteration 54Q: 3 clusters Score -9038055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9038061.000000 Penalty: 5372.898926
	Iteration 55Q: 3 clusters Score -9038061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -9038071.000000 Penalty: 5372.898926
	Iteration 56Q: 3 clusters Score -9038071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -9038069.000000 Penalty: 5372.898926
	Iteration 57Q: 3 clusters Score -9038069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -9038079.000000 Penalty: 5372.898926
	Iteration 58Q: 3 clusters Score -9038079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9038073.000000 Penalty: 5372.898926
	Iteration 59Q: 3 clusters Score -9038073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -9038079.000000 Penalty: 5372.898926
	Iteration 60F: 3 clusters Score -9038079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -9038073.000000 Penalty: 5372.898926
	Iteration 61Q: 3 clusters Score -9038073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -9038070.000000 Penalty: 5372.898926
	Iteration 62Q: 3 clusters Score -9038070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -9038073.000000 Penalty: 5372.898926
	Iteration 63Q: 3 clusters Score -9038073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -9038065.000000 Penalty: 5372.898926
	Iteration 64Q: 3 clusters Score -9038065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -9038070.000000 Penalty: 5372.898926
	Iteration 65Q: 3 clusters Score -9038070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -9038080.000000 Penalty: 5372.898926
	Iteration 66Q: 3 clusters Score -9038080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -9038083.000000 Penalty: 5372.898926
	Iteration 67Q: 3 clusters Score -9038083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -9038084.000000 Penalty: 5372.898926
	Iteration 68Q: 3 clusters Score -9038084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9038079.000000 Penalty: 5372.898926
	Iteration 69Q: 3 clusters Score -9038079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -9038085.000000 Penalty: 5372.898926
	Iteration 70Q: 3 clusters Score -9038085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -9038086.000000 Penalty: 5372.898926
	Iteration 71Q: 3 clusters Score -9038086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -9038085.000000 Penalty: 5372.898926
	Iteration 72Q: 3 clusters Score -9038085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -9038090.000000 Penalty: 5372.898926
	Iteration 73Q: 3 clusters Score -9038090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -9038095.000000 Penalty: 5372.898926
	Iteration 74Q: 3 clusters Score -9038095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -9038097.000000 Penalty: 5372.898926
	Iteration 75Q: 3 clusters Score -9038097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9038099.000000 Penalty: 5372.898926
	Iteration 76Q: 3 clusters Score -9038099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -9038101.000000 Penalty: 5372.898926
	Iteration 77Q: 3 clusters Score -9038101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9038104.000000 Penalty: 5372.898926
	Iteration 78Q: 3 clusters Score -9038104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -9038101.000000 Penalty: 5372.898926
	Iteration 79Q: 3 clusters Score -9038101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -9038093.000000 Penalty: 5372.898926
	Iteration 80F: 3 clusters Score -9038093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9038094.000000 Penalty: 5372.898926
	Iteration 81Q: 3 clusters Score -9038094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -9038099.000000 Penalty: 5372.898926
	Iteration 82Q: 3 clusters Score -9038099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -9038107.000000 Penalty: 5372.898926
	Iteration 83Q: 3 clusters Score -9038107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -9038096.000000 Penalty: 5372.898926
	Iteration 84Q: 3 clusters Score -9038096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -9038103.000000 Penalty: 5372.898926
	Iteration 85Q: 3 clusters Score -9038103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9038109.000000 Penalty: 5372.898926
	Iteration 86Q: 3 clusters Score -9038109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9038108.000000 Penalty: 5372.898926
	Iteration 87Q: 3 clusters Score -9038108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9038107.000000 Penalty: 5372.898926
	Iteration 88Q: 3 clusters Score -9038107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9038103.000000 Penalty: 5372.898926
	Iteration 89Q: 3 clusters Score -9038103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9038110.000000 Penalty: 5372.898926
	Iteration 90Q: 3 clusters Score -9038110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9038110.000000 Penalty: 5372.898926
	Iteration 91F: 3 clusters Score -9038110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Entering Unmasked Estep 
Score: -2388488.250000 Penalty: 2368.934570
	Iteration 0F: 2 clusters Score -2388488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2378211.750000 Penalty: 4737.869141
	Iteration 0F: 3 clusters Score -2378212 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2381367.500000 Penalty: 4737.869141
	Iteration 1F: 3 clusters Score -2381368 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2381701.250000 Penalty: 4737.869141
	Iteration 2F: 3 clusters Score -2381701 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2381980.250000 Penalty: 4737.869141
	Iteration 3Q: 3 clusters Score -2381980 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2382245.750000 Penalty: 4737.869141
	Iteration 4Q: 3 clusters Score -2382246 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2382518.500000 Penalty: 4737.869141
	Iteration 5Q: 3 clusters Score -2382518 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2382835.000000 Penalty: 4737.869141
	Iteration 6Q: 3 clusters Score -2382835 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2383152.750000 Penalty: 4737.869141
	Iteration 7Q: 3 clusters Score -2383153 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2383512.250000 Penalty: 4737.869141
	Iteration 8Q: 3 clusters Score -2383512 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2383938.500000 Penalty: 4737.869141
	Iteration 9Q: 3 clusters Score -2383938 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2384418.000000 Penalty: 4737.869141
	Iteration 10Q: 3 clusters Score -2384418 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2384973.500000 Penalty: 4737.869141
	Iteration 11Q: 3 clusters Score -2384974 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2385615.000000 Penalty: 4737.869141
	Iteration 12Q: 3 clusters Score -2385615 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2386236.500000 Penalty: 4737.869141
	Iteration 13Q: 3 clusters Score -2386236 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2386755.000000 Penalty: 4737.869141
	Iteration 14Q: 3 clusters Score -2386755 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2387084.250000 Penalty: 4737.869141
	Iteration 15Q: 3 clusters Score -2387084 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2387314.250000 Penalty: 4737.869141
	Iteration 16Q: 3 clusters Score -2387314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2387456.000000 Penalty: 4737.869141
	Iteration 17Q: 3 clusters Score -2387456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2387545.500000 Penalty: 4737.869141
	Iteration 18Q: 3 clusters Score -2387546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2387602.750000 Penalty: 4737.869141
	Iteration 19Q: 3 clusters Score -2387603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2387640.000000 Penalty: 4737.869141
	Iteration 20F: 3 clusters Score -2387640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2387672.000000 Penalty: 4737.869141
	Iteration 21Q: 3 clusters Score -2387672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2387688.000000 Penalty: 4737.869141
	Iteration 22Q: 3 clusters Score -2387688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2387702.500000 Penalty: 4737.869141
	Iteration 23Q: 3 clusters Score -2387702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2387714.750000 Penalty: 4737.869141
	Iteration 24Q: 3 clusters Score -2387715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2387725.250000 Penalty: 4737.869141
	Iteration 25Q: 3 clusters Score -2387725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2387740.000000 Penalty: 4737.869141
	Iteration 26Q: 3 clusters Score -2387740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2387743.000000 Penalty: 4737.869141
	Iteration 27Q: 3 clusters Score -2387743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2387740.750000 Penalty: 4737.869141
	Iteration 28Q: 3 clusters Score -2387741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2387745.500000 Penalty: 4737.869141
	Iteration 29Q: 3 clusters Score -2387746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2387748.500000 Penalty: 4737.869141
	Iteration 30Q: 3 clusters Score -2387748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2387748.250000 Penalty: 4737.869141
	Iteration 31Q: 3 clusters Score -2387748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2387747.000000 Penalty: 4737.869141
	Iteration 32Q: 3 clusters Score -2387747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2387751.000000 Penalty: 4737.869141
	Iteration 33Q: 3 clusters Score -2387751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2387751.000000 Penalty: 4737.869141
	Iteration 34Q: 3 clusters Score -2387751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2387757.250000 Penalty: 4737.869141
	Iteration 35Q: 3 clusters Score -2387757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2387757.500000 Penalty: 4737.869141
	Iteration 36Q: 3 clusters Score -2387758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2387766.250000 Penalty: 4737.869141
	Iteration 37Q: 3 clusters Score -2387766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2387770.000000 Penalty: 4737.869141
	Iteration 38Q: 3 clusters Score -2387770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2387768.000000 Penalty: 4737.869141
	Iteration 39Q: 3 clusters Score -2387768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2387766.750000 Penalty: 4737.869141
	Iteration 40F: 3 clusters Score -2387767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2387768.500000 Penalty: 4737.869141
	Iteration 41Q: 3 clusters Score -2387768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2387770.250000 Penalty: 4737.869141
	Iteration 42Q: 3 clusters Score -2387770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2387769.500000 Penalty: 4737.869141
	Iteration 43Q: 3 clusters Score -2387770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2387773.250000 Penalty: 4737.869141
	Iteration 44Q: 3 clusters Score -2387773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2387772.500000 Penalty: 4737.869141
	Iteration 45Q: 3 clusters Score -2387772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2387782.250000 Penalty: 4737.869141
	Iteration 46Q: 3 clusters Score -2387782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2387787.750000 Penalty: 4737.869141
	Iteration 47Q: 3 clusters Score -2387788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2387792.250000 Penalty: 4737.869141
	Iteration 48Q: 3 clusters Score -2387792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2387789.250000 Penalty: 4737.869141
	Iteration 49Q: 3 clusters Score -2387789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2387795.250000 Penalty: 4737.869141
	Iteration 50Q: 3 clusters Score -2387795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2387807.750000 Penalty: 4737.869141
	Iteration 51Q: 3 clusters Score -2387808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2387822.000000 Penalty: 4737.869141
	Iteration 52Q: 3 clusters Score -2387822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2387845.250000 Penalty: 4737.869141
	Iteration 53Q: 3 clusters Score -2387845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2387897.000000 Penalty: 4737.869141
	Iteration 54Q: 3 clusters Score -2387897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2387981.500000 Penalty: 4737.869141
	Iteration 55Q: 3 clusters Score -2387982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2388064.250000 Penalty: 4737.869141
	Iteration 56Q: 3 clusters Score -2388064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2388154.500000 Penalty: 4737.869141
	Iteration 57Q: 3 clusters Score -2388154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2388223.250000 Penalty: 4737.869141
	Iteration 58Q: 3 clusters Score -2388223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2388319.750000 Penalty: 4737.869141
	Iteration 59Q: 3 clusters Score -2388320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2388453.000000 Penalty: 4737.869141
	Iteration 60F: 3 clusters Score -2388453 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2388557.500000 Penalty: 4737.869141
	Iteration 61Q: 3 clusters Score -2388558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2388647.500000 Penalty: 4737.869141
	Iteration 62Q: 3 clusters Score -2388648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2388702.750000 Penalty: 4737.869141
	Iteration 63Q: 3 clusters Score -2388703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2388729.000000 Penalty: 4737.869141
	Iteration 64Q: 3 clusters Score -2388729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2388753.250000 Penalty: 4737.869141
	Iteration 65Q: 3 clusters Score -2388753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2388778.000000 Penalty: 4737.869141
	Iteration 66Q: 3 clusters Score -2388778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2388787.000000 Penalty: 4737.869141
	Iteration 67Q: 3 clusters Score -2388787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2388795.500000 Penalty: 4737.869141
	Iteration 68Q: 3 clusters Score -2388796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2388796.000000 Penalty: 4737.869141
	Iteration 69Q: 3 clusters Score -2388796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2388798.000000 Penalty: 4737.869141
	Iteration 70Q: 3 clusters Score -2388798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2388798.750000 Penalty: 4737.869141
	Iteration 71Q: 3 clusters Score -2388799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2388797.500000 Penalty: 4737.869141
	Iteration 72Q: 3 clusters Score -2388798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2388798.750000 Penalty: 4737.869141
	Iteration 73Q: 3 clusters Score -2388799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2388798.750000 Penalty: 4737.869141
	Iteration 74F: 3 clusters Score -2388799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 45224 members 
Mstep: Class 3 contains 40885 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33724 members 
Mstep: Class 7 contains 50638 members 
Mstep: Class 8 contains 12418 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 10 contains 43708 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 50944 members 
Mstep: Class 15 contains 47505 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 45302 members 
Mstep: Class 19 contains 46158 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 33746 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 13688 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47551 members 
Mstep: Class 27 contains 46452 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42717 members 
Mstep: Class 32 contains 49127 members 
Mstep: Class 33 contains 71416 members 
Mstep: Class 34 contains 56175 members 
Mstep: Class 35 contains 41059 members 
Mstep: Class 36 contains 37049 members 
Mstep: Class 37 contains 39480 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45954 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 1657 members 
Entering Unmasked Estep 
Score: -196414416.000000 Penalty: 141646.312500
Splitting cluster 8 changes total score from -196415264.000000 to -196414416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Entering Unmasked Estep 
Score: -7458493.500000 Penalty: 2639.101074
	Iteration 0F: 2 clusters Score -7458494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -7430520.500000 Penalty: 5278.202148
	Iteration 0F: 3 clusters Score -7430520 nChanged 19277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -7441019.000000 Penalty: 5278.202148
	Iteration 1F: 3 clusters Score -7441019 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -7441749.000000 Penalty: 5278.202148
	Iteration 2Q: 3 clusters Score -7441749 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -7442700.500000 Penalty: 5278.202148
	Iteration 3F: 3 clusters Score -7442700 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -7444151.000000 Penalty: 5278.202148
	Iteration 4F: 3 clusters Score -7444151 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -7446169.500000 Penalty: 5278.202148
	Iteration 5F: 3 clusters Score -7446170 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7448439.500000 Penalty: 5278.202148
	Iteration 6F: 3 clusters Score -7448440 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -7450744.500000 Penalty: 5278.202148
	Iteration 7F: 3 clusters Score -7450744 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -7452590.500000 Penalty: 5278.202148
	Iteration 8F: 3 clusters Score -7452590 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -7453989.500000 Penalty: 5278.202148
	Iteration 9Q: 3 clusters Score -7453990 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -7454997.500000 Penalty: 5278.202148
	Iteration 10Q: 3 clusters Score -7454998 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7455643.500000 Penalty: 5278.202148
	Iteration 11Q: 3 clusters Score -7455644 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -7456013.000000 Penalty: 5278.202148
	Iteration 12Q: 3 clusters Score -7456013 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -7456222.500000 Penalty: 5278.202148
	Iteration 13Q: 3 clusters Score -7456222 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -7456322.500000 Penalty: 5278.202148
	Iteration 14Q: 3 clusters Score -7456322 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7456378.000000 Penalty: 5278.202148
	Iteration 15Q: 3 clusters Score -7456378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7456425.500000 Penalty: 5278.202148
	Iteration 16Q: 3 clusters Score -7456426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7456458.000000 Penalty: 5278.202148
	Iteration 17Q: 3 clusters Score -7456458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -7456486.000000 Penalty: 5278.202148
	Iteration 18Q: 3 clusters Score -7456486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -7456497.500000 Penalty: 5278.202148
	Iteration 19Q: 3 clusters Score -7456498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -7456516.500000 Penalty: 5278.202148
	Iteration 20F: 3 clusters Score -7456516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -7456516.000000 Penalty: 5278.202148
	Iteration 21Q: 3 clusters Score -7456516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -7456525.000000 Penalty: 5278.202148
	Iteration 22Q: 3 clusters Score -7456525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -7456532.000000 Penalty: 5278.202148
	Iteration 23Q: 3 clusters Score -7456532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -7456523.500000 Penalty: 5278.202148
	Iteration 24Q: 3 clusters Score -7456524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -7456533.500000 Penalty: 5278.202148
	Iteration 25Q: 3 clusters Score -7456534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -7456536.500000 Penalty: 5278.202148
	Iteration 26Q: 3 clusters Score -7456536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -7456527.500000 Penalty: 5278.202148
	Iteration 27Q: 3 clusters Score -7456528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -7456521.500000 Penalty: 5278.202148
	Iteration 28Q: 3 clusters Score -7456522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -7456522.500000 Penalty: 5278.202148
	Iteration 29Q: 3 clusters Score -7456522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -7456530.500000 Penalty: 5278.202148
	Iteration 30Q: 3 clusters Score -7456530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -7456534.000000 Penalty: 5278.202148
	Iteration 31Q: 3 clusters Score -7456534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -7456533.000000 Penalty: 5278.202148
	Iteration 32Q: 3 clusters Score -7456533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -7456534.000000 Penalty: 5278.202148
	Iteration 33Q: 3 clusters Score -7456534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -7456537.000000 Penalty: 5278.202148
	Iteration 34Q: 3 clusters Score -7456537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7456537.000000 Penalty: 5278.202148
	Iteration 35Q: 3 clusters Score -7456537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -7456539.500000 Penalty: 5278.202148
	Iteration 36Q: 3 clusters Score -7456540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -7456538.000000 Penalty: 5278.202148
	Iteration 37Q: 3 clusters Score -7456538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7456539.500000 Penalty: 5278.202148
	Iteration 38Q: 3 clusters Score -7456540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7456533.500000 Penalty: 5278.202148
	Iteration 39Q: 3 clusters Score -7456534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7456542.000000 Penalty: 5278.202148
	Iteration 40F: 3 clusters Score -7456542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -7456549.000000 Penalty: 5278.202148
	Iteration 41Q: 3 clusters Score -7456549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -7456549.500000 Penalty: 5278.202148
	Iteration 42Q: 3 clusters Score -7456550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -7456555.500000 Penalty: 5278.202148
	Iteration 43Q: 3 clusters Score -7456556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7456557.000000 Penalty: 5278.202148
	Iteration 44Q: 3 clusters Score -7456557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -7456561.000000 Penalty: 5278.202148
	Iteration 45Q: 3 clusters Score -7456561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -7456565.000000 Penalty: 5278.202148
	Iteration 46Q: 3 clusters Score -7456565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -7456570.500000 Penalty: 5278.202148
	Iteration 47Q: 3 clusters Score -7456570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7456562.500000 Penalty: 5278.202148
	Iteration 48Q: 3 clusters Score -7456562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -7456557.500000 Penalty: 5278.202148
	Iteration 49Q: 3 clusters Score -7456558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -7456557.500000 Penalty: 5278.202148
	Iteration 50F: 3 clusters Score -7456558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Entering Unmasked Estep 
Score: -7834127.000000 Penalty: 2649.951172
	Iteration 0F: 2 clusters Score -7834127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -7805150.000000 Penalty: 5299.902344
	Iteration 0F: 3 clusters Score -7805150 nChanged 20220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -7816327.000000 Penalty: 5299.902344
	Iteration 1F: 3 clusters Score -7816327 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -7816815.000000 Penalty: 5299.902344
	Iteration 2Q: 3 clusters Score -7816815 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -7817408.500000 Penalty: 5299.902344
	Iteration 3Q: 3 clusters Score -7817408 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -7818114.500000 Penalty: 5299.902344
	Iteration 4Q: 3 clusters Score -7818114 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7819058.500000 Penalty: 5299.902344
	Iteration 5Q: 3 clusters Score -7819058 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -7820486.500000 Penalty: 5299.902344
	Iteration 6F: 3 clusters Score -7820486 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -7822418.500000 Penalty: 5299.902344
	Iteration 7F: 3 clusters Score -7822418 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -7824970.500000 Penalty: 5299.902344
	Iteration 8F: 3 clusters Score -7824970 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7827631.500000 Penalty: 5299.902344
	Iteration 9F: 3 clusters Score -7827632 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -7829700.500000 Penalty: 5299.902344
	Iteration 10F: 3 clusters Score -7829700 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -7830834.500000 Penalty: 5299.902344
	Iteration 11Q: 3 clusters Score -7830834 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -7831346.000000 Penalty: 5299.902344
	Iteration 12Q: 3 clusters Score -7831346 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -7831577.000000 Penalty: 5299.902344
	Iteration 13Q: 3 clusters Score -7831577 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -7831705.000000 Penalty: 5299.902344
	Iteration 14Q: 3 clusters Score -7831705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -7831773.500000 Penalty: 5299.902344
	Iteration 15Q: 3 clusters Score -7831774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -7831827.500000 Penalty: 5299.902344
	Iteration 16Q: 3 clusters Score -7831828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -7831853.500000 Penalty: 5299.902344
	Iteration 17Q: 3 clusters Score -7831854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -7831870.000000 Penalty: 5299.902344
	Iteration 18Q: 3 clusters Score -7831870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -7831866.500000 Penalty: 5299.902344
	Iteration 19Q: 3 clusters Score -7831866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -7831870.000000 Penalty: 5299.902344
	Iteration 20F: 3 clusters Score -7831870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -7831873.500000 Penalty: 5299.902344
	Iteration 21Q: 3 clusters Score -7831874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -7831875.500000 Penalty: 5299.902344
	Iteration 22Q: 3 clusters Score -7831876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -7831875.000000 Penalty: 5299.902344
	Iteration 23Q: 3 clusters Score -7831875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -7831875.000000 Penalty: 5299.902344
	Iteration 24Q: 3 clusters Score -7831875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -7831878.500000 Penalty: 5299.902344
	Iteration 25Q: 3 clusters Score -7831878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -7831878.500000 Penalty: 5299.902344
	Iteration 26F: 3 clusters Score -7831878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -60647.941406 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -60647.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59138.503906 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -59138.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59506.273438 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -59506.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59692.730469 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -59692.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59819.003906 Penalty: 3149.173096
	Iteration 3F: 3 clusters Score -59819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59942.363281 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -59942.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60067.363281 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -60067.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60120.890625 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -60120.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60167.832031 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -60167.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60207.410156 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -60207.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60252.070312 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -60252.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60302.148438 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -60302.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60354.800781 Penalty: 3149.173096
	Iteration 11Q: 3 clusters Score -60354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60393.152344 Penalty: 3149.173096
	Iteration 12Q: 3 clusters Score -60393.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60407.375000 Penalty: 3149.173096
	Iteration 13Q: 3 clusters Score -60407.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60415.679688 Penalty: 3149.173096
	Iteration 14Q: 3 clusters Score -60415.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60422.367188 Penalty: 3149.173096
	Iteration 15Q: 3 clusters Score -60422.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60445.675781 Penalty: 3149.173096
	Iteration 16Q: 3 clusters Score -60445.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60463.539062 Penalty: 3149.173096
	Iteration 17Q: 3 clusters Score -60463.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60470.910156 Penalty: 3149.173096
	Iteration 18Q: 3 clusters Score -60470.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60478.285156 Penalty: 3149.173096
	Iteration 19Q: 3 clusters Score -60478.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60484.949219 Penalty: 3149.173096
	Iteration 20F: 3 clusters Score -60484.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60495.167969 Penalty: 3149.173096
	Iteration 21Q: 3 clusters Score -60495.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60503.511719 Penalty: 3149.173096
	Iteration 22Q: 3 clusters Score -60503.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60504.355469 Penalty: 3149.173096
	Iteration 23Q: 3 clusters Score -60504.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60504.355469 Penalty: 3149.173096
	Iteration 24F: 3 clusters Score -60504.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -71160.234375 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -71160.23 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 212 members 
Entering Unmasked Estep 
Score: -69718.906250 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -69718.91 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70025.031250 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -70025.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70184.101562 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -70184.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70260.406250 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -70260.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -70283.093750 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -70283.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70310.859375 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -70310.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70352.843750 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -70352.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70395.984375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -70395.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70408.148438 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -70408.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70431.890625 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -70431.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70452.476562 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -70452.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70469.648438 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -70469.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70501.937500 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -70501.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -70520.335938 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -70520.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70535.343750 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -70535.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -70536.773438 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -70536.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -70545.890625 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -70545.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -70573.507812 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -70573.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70586.789062 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -70586.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70594.070312 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -70594.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -70601.164062 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -70601.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -70617.132812 Penalty: 3020.166260
	Iteration 21Q: 3 clusters Score -70617.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -70636.617188 Penalty: 3020.166260
	Iteration 22Q: 3 clusters Score -70636.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -70636.617188 Penalty: 3020.166260
	Iteration 23F: 3 clusters Score -70636.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Entering Unmasked Estep 
Score: -2187710.750000 Penalty: 2338.011475
	Iteration 0F: 2 clusters Score -2187711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2178525.250000 Penalty: 4676.022949
	Iteration 0F: 3 clusters Score -2178525 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2181326.250000 Penalty: 4676.022949
	Iteration 1F: 3 clusters Score -2181326 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2181740.000000 Penalty: 4676.022949
	Iteration 2F: 3 clusters Score -2181740 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2182108.750000 Penalty: 4676.022949
	Iteration 3F: 3 clusters Score -2182109 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2182539.000000 Penalty: 4676.022949
	Iteration 4F: 3 clusters Score -2182539 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2182964.500000 Penalty: 4676.022949
	Iteration 5F: 3 clusters Score -2182964 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2183372.500000 Penalty: 4676.022949
	Iteration 6F: 3 clusters Score -2183372 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2183719.250000 Penalty: 4676.022949
	Iteration 7Q: 3 clusters Score -2183719 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2183986.750000 Penalty: 4676.022949
	Iteration 8Q: 3 clusters Score -2183987 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2184188.250000 Penalty: 4676.022949
	Iteration 9Q: 3 clusters Score -2184188 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2184342.750000 Penalty: 4676.022949
	Iteration 10Q: 3 clusters Score -2184343 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2184491.250000 Penalty: 4676.022949
	Iteration 11Q: 3 clusters Score -2184491 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2184618.000000 Penalty: 4676.022949
	Iteration 12Q: 3 clusters Score -2184618 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2184755.750000 Penalty: 4676.022949
	Iteration 13Q: 3 clusters Score -2184756 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2184866.000000 Penalty: 4676.022949
	Iteration 14Q: 3 clusters Score -2184866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2184959.250000 Penalty: 4676.022949
	Iteration 15Q: 3 clusters Score -2184959 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2185027.750000 Penalty: 4676.022949
	Iteration 16Q: 3 clusters Score -2185028 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2185079.750000 Penalty: 4676.022949
	Iteration 17Q: 3 clusters Score -2185080 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2185138.500000 Penalty: 4676.022949
	Iteration 18Q: 3 clusters Score -2185138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2185181.500000 Penalty: 4676.022949
	Iteration 19Q: 3 clusters Score -2185182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2185239.000000 Penalty: 4676.022949
	Iteration 20F: 3 clusters Score -2185239 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2185308.500000 Penalty: 4676.022949
	Iteration 21Q: 3 clusters Score -2185308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2185359.500000 Penalty: 4676.022949
	Iteration 22Q: 3 clusters Score -2185360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2185404.000000 Penalty: 4676.022949
	Iteration 23Q: 3 clusters Score -2185404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2185449.750000 Penalty: 4676.022949
	Iteration 24Q: 3 clusters Score -2185450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2185515.250000 Penalty: 4676.022949
	Iteration 25Q: 3 clusters Score -2185515 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2185579.000000 Penalty: 4676.022949
	Iteration 26Q: 3 clusters Score -2185579 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2185634.000000 Penalty: 4676.022949
	Iteration 27Q: 3 clusters Score -2185634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2185693.500000 Penalty: 4676.022949
	Iteration 28Q: 3 clusters Score -2185694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2185753.750000 Penalty: 4676.022949
	Iteration 29Q: 3 clusters Score -2185754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2185797.750000 Penalty: 4676.022949
	Iteration 30Q: 3 clusters Score -2185798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2185845.250000 Penalty: 4676.022949
	Iteration 31Q: 3 clusters Score -2185845 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2185883.750000 Penalty: 4676.022949
	Iteration 32Q: 3 clusters Score -2185884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2185916.000000 Penalty: 4676.022949
	Iteration 33Q: 3 clusters Score -2185916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2185942.750000 Penalty: 4676.022949
	Iteration 34Q: 3 clusters Score -2185943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2185951.750000 Penalty: 4676.022949
	Iteration 35Q: 3 clusters Score -2185952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2185967.500000 Penalty: 4676.022949
	Iteration 36Q: 3 clusters Score -2185968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2185966.250000 Penalty: 4676.022949
	Iteration 37Q: 3 clusters Score -2185966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2185968.500000 Penalty: 4676.022949
	Iteration 38Q: 3 clusters Score -2185968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2185971.250000 Penalty: 4676.022949
	Iteration 39Q: 3 clusters Score -2185971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2185983.250000 Penalty: 4676.022949
	Iteration 40F: 3 clusters Score -2185983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2185986.500000 Penalty: 4676.022949
	Iteration 41Q: 3 clusters Score -2185986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2185989.250000 Penalty: 4676.022949
	Iteration 42Q: 3 clusters Score -2185989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2185992.000000 Penalty: 4676.022949
	Iteration 43Q: 3 clusters Score -2185992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2185998.000000 Penalty: 4676.022949
	Iteration 44Q: 3 clusters Score -2185998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2185997.250000 Penalty: 4676.022949
	Iteration 45Q: 3 clusters Score -2185997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2185996.000000 Penalty: 4676.022949
	Iteration 46Q: 3 clusters Score -2185996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2186001.500000 Penalty: 4676.022949
	Iteration 47Q: 3 clusters Score -2186002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2185999.250000 Penalty: 4676.022949
	Iteration 48Q: 3 clusters Score -2185999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2185999.250000 Penalty: 4676.022949
	Iteration 49Q: 3 clusters Score -2185999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2185999.250000 Penalty: 4676.022949
	Iteration 50F: 3 clusters Score -2185999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Entering Unmasked Estep 
Score: -9123614.000000 Penalty: 2687.943604
	Iteration 0F: 2 clusters Score -9123614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -9093056.000000 Penalty: 5375.887207
	Iteration 0F: 3 clusters Score -9093056 nChanged 23586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -9106081.000000 Penalty: 5375.887207
	Iteration 1F: 3 clusters Score -9106081 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9106681.000000 Penalty: 5375.887207
	Iteration 2Q: 3 clusters Score -9106681 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -9107361.000000 Penalty: 5375.887207
	Iteration 3Q: 3 clusters Score -9107361 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -9108317.000000 Penalty: 5375.887207
	Iteration 4Q: 3 clusters Score -9108317 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -9109606.000000 Penalty: 5375.887207
	Iteration 5F: 3 clusters Score -9109606 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -9111603.000000 Penalty: 5375.887207
	Iteration 6F: 3 clusters Score -9111603 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -9114344.000000 Penalty: 5375.887207
	Iteration 7F: 3 clusters Score -9114344 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -9117156.000000 Penalty: 5375.887207
	Iteration 8F: 3 clusters Score -9117156 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9119259.000000 Penalty: 5375.887207
	Iteration 9F: 3 clusters Score -9119259 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9120379.000000 Penalty: 5375.887207
	Iteration 10Q: 3 clusters Score -9120379 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9120858.000000 Penalty: 5375.887207
	Iteration 11Q: 3 clusters Score -9120858 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9121077.000000 Penalty: 5375.887207
	Iteration 12Q: 3 clusters Score -9121077 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9121209.000000 Penalty: 5375.887207
	Iteration 13Q: 3 clusters Score -9121209 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9121281.000000 Penalty: 5375.887207
	Iteration 14Q: 3 clusters Score -9121281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9121299.000000 Penalty: 5375.887207
	Iteration 15Q: 3 clusters Score -9121299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9121312.000000 Penalty: 5375.887207
	Iteration 16Q: 3 clusters Score -9121312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9121329.000000 Penalty: 5375.887207
	Iteration 17Q: 3 clusters Score -9121329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9121337.000000 Penalty: 5375.887207
	Iteration 18Q: 3 clusters Score -9121337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9121348.000000 Penalty: 5375.887207
	Iteration 19Q: 3 clusters Score -9121348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9121346.000000 Penalty: 5375.887207
	Iteration 20F: 3 clusters Score -9121346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9121340.000000 Penalty: 5375.887207
	Iteration 21Q: 3 clusters Score -9121340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9121343.000000 Penalty: 5375.887207
	Iteration 22Q: 3 clusters Score -9121343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9121345.000000 Penalty: 5375.887207
	Iteration 23Q: 3 clusters Score -9121345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9121356.000000 Penalty: 5375.887207
	Iteration 24Q: 3 clusters Score -9121356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9121354.000000 Penalty: 5375.887207
	Iteration 25Q: 3 clusters Score -9121354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9121356.000000 Penalty: 5375.887207
	Iteration 26Q: 3 clusters Score -9121356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9121357.000000 Penalty: 5375.887207
	Iteration 27Q: 3 clusters Score -9121357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9121365.000000 Penalty: 5375.887207
	Iteration 28Q: 3 clusters Score -9121365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9121369.000000 Penalty: 5375.887207
	Iteration 29Q: 3 clusters Score -9121369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9121369.000000 Penalty: 5375.887207
	Iteration 30Q: 3 clusters Score -9121369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9121369.000000 Penalty: 5375.887207
	Iteration 31Q: 3 clusters Score -9121369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9121379.000000 Penalty: 5375.887207
	Iteration 32Q: 3 clusters Score -9121379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9121374.000000 Penalty: 5375.887207
	Iteration 33Q: 3 clusters Score -9121374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9121374.000000 Penalty: 5375.887207
	Iteration 34F: 3 clusters Score -9121374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Entering Unmasked Estep 
Score: -8456665.000000 Penalty: 2670.610352
	Iteration 0F: 2 clusters Score -8456665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8426500.000000 Penalty: 5341.220703
	Iteration 0F: 3 clusters Score -8426500 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -8438684.000000 Penalty: 5341.220703
	Iteration 1F: 3 clusters Score -8438684 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -8439291.000000 Penalty: 5341.220703
	Iteration 2Q: 3 clusters Score -8439291 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8440144.000000 Penalty: 5341.220703
	Iteration 3Q: 3 clusters Score -8440144 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -8441081.000000 Penalty: 5341.220703
	Iteration 4Q: 3 clusters Score -8441081 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -8442296.000000 Penalty: 5341.220703
	Iteration 5F: 3 clusters Score -8442296 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -8443585.000000 Penalty: 5341.220703
	Iteration 6F: 3 clusters Score -8443585 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -8445086.000000 Penalty: 5341.220703
	Iteration 7F: 3 clusters Score -8445086 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -8446721.000000 Penalty: 5341.220703
	Iteration 8F: 3 clusters Score -8446721 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -8448445.000000 Penalty: 5341.220703
	Iteration 9F: 3 clusters Score -8448445 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -8450060.000000 Penalty: 5341.220703
	Iteration 10F: 3 clusters Score -8450060 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -8451442.000000 Penalty: 5341.220703
	Iteration 11Q: 3 clusters Score -8451442 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -8452513.000000 Penalty: 5341.220703
	Iteration 12Q: 3 clusters Score -8452513 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8453211.000000 Penalty: 5341.220703
	Iteration 13Q: 3 clusters Score -8453211 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8453611.000000 Penalty: 5341.220703
	Iteration 14Q: 3 clusters Score -8453611 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -8453953.000000 Penalty: 5341.220703
	Iteration 15Q: 3 clusters Score -8453953 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -8454138.000000 Penalty: 5341.220703
	Iteration 16Q: 3 clusters Score -8454138 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -8454256.000000 Penalty: 5341.220703
	Iteration 17Q: 3 clusters Score -8454256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -8454340.000000 Penalty: 5341.220703
	Iteration 18Q: 3 clusters Score -8454340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -8454385.000000 Penalty: 5341.220703
	Iteration 19Q: 3 clusters Score -8454385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8454423.000000 Penalty: 5341.220703
	Iteration 20F: 3 clusters Score -8454423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -8454437.000000 Penalty: 5341.220703
	Iteration 21Q: 3 clusters Score -8454437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -8454453.000000 Penalty: 5341.220703
	Iteration 22Q: 3 clusters Score -8454453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8454459.000000 Penalty: 5341.220703
	Iteration 23Q: 3 clusters Score -8454459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -8454464.000000 Penalty: 5341.220703
	Iteration 24Q: 3 clusters Score -8454464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -8454462.000000 Penalty: 5341.220703
	Iteration 25Q: 3 clusters Score -8454462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -8454456.000000 Penalty: 5341.220703
	Iteration 26Q: 3 clusters Score -8454456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8454456.000000 Penalty: 5341.220703
	Iteration 27Q: 3 clusters Score -8454456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8454460.000000 Penalty: 5341.220703
	Iteration 28Q: 3 clusters Score -8454460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8454464.000000 Penalty: 5341.220703
	Iteration 29Q: 3 clusters Score -8454464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -8454466.000000 Penalty: 5341.220703
	Iteration 30Q: 3 clusters Score -8454466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -8454468.000000 Penalty: 5341.220703
	Iteration 31Q: 3 clusters Score -8454468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8454472.000000 Penalty: 5341.220703
	Iteration 32Q: 3 clusters Score -8454472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8454472.000000 Penalty: 5341.220703
	Iteration 33F: 3 clusters Score -8454472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Entering Unmasked Estep 
Score: -1761187.750000 Penalty: 2287.416748
	Iteration 0F: 2 clusters Score -1761188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1753406.000000 Penalty: 4574.833496
	Iteration 0F: 3 clusters Score -1753406 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1755868.000000 Penalty: 4574.833496
	Iteration 1F: 3 clusters Score -1755868 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1756269.125000 Penalty: 4574.833496
	Iteration 2F: 3 clusters Score -1756269 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1756704.375000 Penalty: 4574.833496
	Iteration 3F: 3 clusters Score -1756704 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1757147.375000 Penalty: 4574.833496
	Iteration 4F: 3 clusters Score -1757147 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1757570.500000 Penalty: 4574.833496
	Iteration 5F: 3 clusters Score -1757570 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1757984.000000 Penalty: 4574.833496
	Iteration 6F: 3 clusters Score -1757984 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1758302.125000 Penalty: 4574.833496
	Iteration 7F: 3 clusters Score -1758302 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1758523.125000 Penalty: 4574.833496
	Iteration 8Q: 3 clusters Score -1758523 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1758688.875000 Penalty: 4574.833496
	Iteration 9Q: 3 clusters Score -1758689 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1758833.500000 Penalty: 4574.833496
	Iteration 10Q: 3 clusters Score -1758834 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1758956.625000 Penalty: 4574.833496
	Iteration 11Q: 3 clusters Score -1758957 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1759046.875000 Penalty: 4574.833496
	Iteration 12Q: 3 clusters Score -1759047 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1759133.500000 Penalty: 4574.833496
	Iteration 13Q: 3 clusters Score -1759134 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1759202.000000 Penalty: 4574.833496
	Iteration 14Q: 3 clusters Score -1759202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1759259.750000 Penalty: 4574.833496
	Iteration 15Q: 3 clusters Score -1759260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1759314.750000 Penalty: 4574.833496
	Iteration 16Q: 3 clusters Score -1759315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1759351.125000 Penalty: 4574.833496
	Iteration 17Q: 3 clusters Score -1759351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1759382.125000 Penalty: 4574.833496
	Iteration 18Q: 3 clusters Score -1759382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1759400.625000 Penalty: 4574.833496
	Iteration 19Q: 3 clusters Score -1759401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1759437.250000 Penalty: 4574.833496
	Iteration 20F: 3 clusters Score -1759437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1759450.125000 Penalty: 4574.833496
	Iteration 21Q: 3 clusters Score -1759450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1759469.500000 Penalty: 4574.833496
	Iteration 22Q: 3 clusters Score -1759470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1759482.750000 Penalty: 4574.833496
	Iteration 23Q: 3 clusters Score -1759483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1759505.625000 Penalty: 4574.833496
	Iteration 24Q: 3 clusters Score -1759506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1759520.000000 Penalty: 4574.833496
	Iteration 25Q: 3 clusters Score -1759520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1759533.125000 Penalty: 4574.833496
	Iteration 26Q: 3 clusters Score -1759533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1759538.250000 Penalty: 4574.833496
	Iteration 27Q: 3 clusters Score -1759538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1759553.000000 Penalty: 4574.833496
	Iteration 28Q: 3 clusters Score -1759553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1759566.750000 Penalty: 4574.833496
	Iteration 29Q: 3 clusters Score -1759567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1759575.500000 Penalty: 4574.833496
	Iteration 30Q: 3 clusters Score -1759576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1759585.500000 Penalty: 4574.833496
	Iteration 31Q: 3 clusters Score -1759586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1759591.625000 Penalty: 4574.833496
	Iteration 32Q: 3 clusters Score -1759592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1759598.750000 Penalty: 4574.833496
	Iteration 33Q: 3 clusters Score -1759599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1759603.250000 Penalty: 4574.833496
	Iteration 34Q: 3 clusters Score -1759603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1759610.875000 Penalty: 4574.833496
	Iteration 35Q: 3 clusters Score -1759611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1759623.625000 Penalty: 4574.833496
	Iteration 36Q: 3 clusters Score -1759624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1759628.250000 Penalty: 4574.833496
	Iteration 37Q: 3 clusters Score -1759628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1759634.750000 Penalty: 4574.833496
	Iteration 38Q: 3 clusters Score -1759635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1759640.500000 Penalty: 4574.833496
	Iteration 39Q: 3 clusters Score -1759640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1759646.250000 Penalty: 4574.833496
	Iteration 40F: 3 clusters Score -1759646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1759648.875000 Penalty: 4574.833496
	Iteration 41Q: 3 clusters Score -1759649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1759648.500000 Penalty: 4574.833496
	Iteration 42Q: 3 clusters Score -1759648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1759646.750000 Penalty: 4574.833496
	Iteration 43Q: 3 clusters Score -1759647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1759650.125000 Penalty: 4574.833496
	Iteration 44Q: 3 clusters Score -1759650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1759650.500000 Penalty: 4574.833496
	Iteration 45Q: 3 clusters Score -1759650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1759652.250000 Penalty: 4574.833496
	Iteration 46Q: 3 clusters Score -1759652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1759656.250000 Penalty: 4574.833496
	Iteration 47Q: 3 clusters Score -1759656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1759658.500000 Penalty: 4574.833496
	Iteration 48Q: 3 clusters Score -1759658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1759663.625000 Penalty: 4574.833496
	Iteration 49Q: 3 clusters Score -1759664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1759667.375000 Penalty: 4574.833496
	Iteration 50Q: 3 clusters Score -1759667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1759672.250000 Penalty: 4574.833496
	Iteration 51Q: 3 clusters Score -1759672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1759675.625000 Penalty: 4574.833496
	Iteration 52Q: 3 clusters Score -1759676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1759675.250000 Penalty: 4574.833496
	Iteration 53Q: 3 clusters Score -1759675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1759675.625000 Penalty: 4574.833496
	Iteration 54Q: 3 clusters Score -1759676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1759679.375000 Penalty: 4574.833496
	Iteration 55Q: 3 clusters Score -1759679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1759682.750000 Penalty: 4574.833496
	Iteration 56Q: 3 clusters Score -1759683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1759688.875000 Penalty: 4574.833496
	Iteration 57Q: 3 clusters Score -1759689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1759694.875000 Penalty: 4574.833496
	Iteration 58Q: 3 clusters Score -1759695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1759700.125000 Penalty: 4574.833496
	Iteration 59Q: 3 clusters Score -1759700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1759714.500000 Penalty: 4574.833496
	Iteration 60F: 3 clusters Score -1759714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1759743.750000 Penalty: 4574.833496
	Iteration 61Q: 3 clusters Score -1759744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1759762.750000 Penalty: 4574.833496
	Iteration 62Q: 3 clusters Score -1759763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1759781.625000 Penalty: 4574.833496
	Iteration 63Q: 3 clusters Score -1759782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1759801.625000 Penalty: 4574.833496
	Iteration 64Q: 3 clusters Score -1759802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1759808.625000 Penalty: 4574.833496
	Iteration 65Q: 3 clusters Score -1759809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1759814.375000 Penalty: 4574.833496
	Iteration 66Q: 3 clusters Score -1759814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1759819.625000 Penalty: 4574.833496
	Iteration 67Q: 3 clusters Score -1759820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1759824.875000 Penalty: 4574.833496
	Iteration 68Q: 3 clusters Score -1759825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1759827.750000 Penalty: 4574.833496
	Iteration 69Q: 3 clusters Score -1759828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1759827.500000 Penalty: 4574.833496
	Iteration 70Q: 3 clusters Score -1759828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1759826.500000 Penalty: 4574.833496
	Iteration 71Q: 3 clusters Score -1759826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1759828.125000 Penalty: 4574.833496
	Iteration 72Q: 3 clusters Score -1759828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1759829.875000 Penalty: 4574.833496
	Iteration 73Q: 3 clusters Score -1759830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1759828.125000 Penalty: 4574.833496
	Iteration 74Q: 3 clusters Score -1759828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1759828.125000 Penalty: 4574.833496
	Iteration 75F: 3 clusters Score -1759828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Entering Unmasked Estep 
Score: -7878846.000000 Penalty: 2650.098389
	Iteration 0F: 2 clusters Score -7878846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -7850073.500000 Penalty: 5300.196777
	Iteration 0F: 3 clusters Score -7850074 nChanged 20152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -7861127.500000 Penalty: 5300.196777
	Iteration 1F: 3 clusters Score -7861128 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -7861531.500000 Penalty: 5300.196777
	Iteration 2Q: 3 clusters Score -7861532 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -7861983.000000 Penalty: 5300.196777
	Iteration 3Q: 3 clusters Score -7861983 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -7862335.000000 Penalty: 5300.196777
	Iteration 4Q: 3 clusters Score -7862335 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7862719.000000 Penalty: 5300.196777
	Iteration 5Q: 3 clusters Score -7862719 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -7863132.500000 Penalty: 5300.196777
	Iteration 6Q: 3 clusters Score -7863132 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -7863564.500000 Penalty: 5300.196777
	Iteration 7Q: 3 clusters Score -7863564 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -7864194.000000 Penalty: 5300.196777
	Iteration 8Q: 3 clusters Score -7864194 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -7864985.500000 Penalty: 5300.196777
	Iteration 9Q: 3 clusters Score -7864986 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -7866119.500000 Penalty: 5300.196777
	Iteration 10Q: 3 clusters Score -7866120 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7867738.000000 Penalty: 5300.196777
	Iteration 11Q: 3 clusters Score -7867738 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -7869328.500000 Penalty: 5300.196777
	Iteration 12F: 3 clusters Score -7869328 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -7870528.500000 Penalty: 5300.196777
	Iteration 13Q: 3 clusters Score -7870528 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -7871390.000000 Penalty: 5300.196777
	Iteration 14Q: 3 clusters Score -7871390 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -7872000.500000 Penalty: 5300.196777
	Iteration 15Q: 3 clusters Score -7872000 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -7872509.000000 Penalty: 5300.196777
	Iteration 16Q: 3 clusters Score -7872509 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -7872945.000000 Penalty: 5300.196777
	Iteration 17Q: 3 clusters Score -7872945 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -7873372.500000 Penalty: 5300.196777
	Iteration 18Q: 3 clusters Score -7873372 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -7873848.500000 Penalty: 5300.196777
	Iteration 19Q: 3 clusters Score -7873848 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -7874234.000000 Penalty: 5300.196777
	Iteration 20F: 3 clusters Score -7874234 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -7874618.000000 Penalty: 5300.196777
	Iteration 21Q: 3 clusters Score -7874618 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -7874953.500000 Penalty: 5300.196777
	Iteration 22Q: 3 clusters Score -7874954 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -7875197.000000 Penalty: 5300.196777
	Iteration 23Q: 3 clusters Score -7875197 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -7875425.000000 Penalty: 5300.196777
	Iteration 24Q: 3 clusters Score -7875425 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -7875615.000000 Penalty: 5300.196777
	Iteration 25Q: 3 clusters Score -7875615 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -7875747.500000 Penalty: 5300.196777
	Iteration 26Q: 3 clusters Score -7875748 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7875888 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7875997 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7876060 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7876120 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7876175 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7876215 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7876287 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7876322 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7876392 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7876448 nChanged 212
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Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7876462 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7876490 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7876532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7876569 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7876596 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7876596 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7876617 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7876644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7876664.000000 Penalty: 5300.196777
	Iteration 45Q: 3 clusters Score -7876664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7876684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7876700 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7876727 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7876726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7876744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7876768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7876768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7876764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7876774 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7876794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7876808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7876810.500000 Penalty: 5300.196777
	Iteration 57Q: 3 clusters Score -7876810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7876824.500000 Penalty: 5300.196777
	Iteration 58Q: 3 clusters Score -7876824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7876832.000000 Penalty: 5300.196777
	Iteration 59Q: 3 clusters Score -7876832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7876845.000000 Penalty: 5300.196777
	Iteration 60F: 3 clusters Score -7876845 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7876834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7876834 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7876842 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7876848 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7876853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7876864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7876869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7876860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7876862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7876864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7876868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7876864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7876869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7876879.000000 Penalty: 5300.196777
	Iteration 74Q: 3 clusters Score -7876879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7876877.000000 Penalty: 5300.196777
	Iteration 75Q: 3 clusters Score -7876877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7876880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7876882.500000 Penalty: 5300.196777
	Iteration 77Q: 3 clusters Score -7876882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7876892.000000 Penalty: 5300.196777
	Iteration 78Q: 3 clusters Score -7876892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7876889.500000 Penalty: 5300.196777
	Iteration 79Q: 3 clusters Score -7876890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7876897.000000 Penalty: 5300.196777
	Iteration 80F: 3 clusters Score -7876897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7876891.500000 Penalty: 5300.196777
	Iteration 81Q: 3 clusters Score -7876892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7876898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7876907.000000 Penalty: 5300.196777
	Iteration 83Q: 3 clusters Score -7876907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7876904.500000 Penalty: 5300.196777
	Iteration 84Q: 3 clusters Score -7876904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7876909.500000 Penalty: 5300.196777
	Iteration 85Q: 3 clusters Score -7876910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7876930.500000 Penalty: 5300.196777
	Iteration 86Q: 3 clusters Score -7876930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7876924.500000 Penalty: 5300.196777
	Iteration 87Q: 3 clusters Score -7876924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7876925.000000 Penalty: 5300.196777
	Iteration 88Q: 3 clusters Score -7876925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7876933.000000 Penalty: 5300.196777
	Iteration 89Q: 3 clusters Score -7876933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7876930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7876936.500000 Penalty: 5300.196777
	Iteration 91Q: 3 clusters Score -7876936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7876942.500000 Penalty: 5300.196777
	Iteration 92Q: 3 clusters Score -7876942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7876949.000000 Penalty: 5300.196777
	Iteration 93Q: 3 clusters Score -7876949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7876940.000000 Penalty: 5300.196777
	Iteration 94Q: 3 clusters Score -7876940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7876954.000000 Penalty: 5300.196777
	Iteration 95Q: 3 clusters Score -7876954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7876950.500000 Penalty: 5300.196777
	Iteration 96Q: 3 clusters Score -7876950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7876956.000000 Penalty: 5300.196777
	Iteration 97Q: 3 clusters Score -7876956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7876941.500000 Penalty: 5300.196777
	Iteration 98Q: 3 clusters Score -7876942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7876954.000000 Penalty: 5300.196777
	Iteration 99Q: 3 clusters Score -7876954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7876962.000000 Penalty: 5300.196777
	Iteration 100F: 3 clusters Score -7876962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7876962.000000 Penalty: 5300.196777
	Iteration 101Q: 3 clusters Score -7876962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7876959.500000 Penalty: 5300.196777
	Iteration 102Q: 3 clusters Score -7876960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7876956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7876956.000000 Penalty: 5300.196777
	Iteration 104Q: 3 clusters Score -7876956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7876969.000000 Penalty: 5300.196777
	Iteration 105Q: 3 clusters Score -7876969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7876961.500000 Penalty: 5300.196777
	Iteration 106Q: 3 clusters Score -7876962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7876966.500000 Penalty: 5300.196777
	Iteration 107Q: 3 clusters Score -7876966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7876976.500000 Penalty: 5300.196777
	Iteration 108Q: 3 clusters Score -7876976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7876974.000000 Penalty: 5300.196777
	Iteration 109Q: 3 clusters Score -7876974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7876985.000000 Penalty: 5300.196777
	Iteration 110Q: 3 clusters Score -7876985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7876981.000000 Penalty: 5300.196777
	Iteration 111Q: 3 clusters Score -7876981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7876983.000000 Penalty: 5300.196777
	Iteration 112Q: 3 clusters Score -7876983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7876986.000000 Penalty: 5300.196777
	Iteration 113Q: 3 clusters Score -7876986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7876986.500000 Penalty: 5300.196777
	Iteration 114Q: 3 clusters Score -7876986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7876988.500000 Penalty: 5300.196777
	Iteration 115Q: 3 clusters Score -7876988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7876996.000000 Penalty: 5300.196777
	Iteration 116Q: 3 clusters Score -7876996 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -7876996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45302 members 
Entering Unmasked Estep 
Score: -8243418.500000 Penalty: 2658.834473
	Iteration 0F: 2 clusters Score -8243418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22564 members 
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Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8228512 nChanged 1120
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Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8228798 nChanged 1151
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Mstep: Class 1 contains 22630 members 
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Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8229150 nChanged 1316
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Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8229558 nChanged 1490
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Mstep: Class 1 contains 22170 members 
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8230180 nChanged 1722
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Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8231115 nChanged 2035
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Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8232244 nChanged 2233
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Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8233538 nChanged 1946
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Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8234411 nChanged 1432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8234892 nChanged 904
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8235140 nChanged 647
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Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8235262 nChanged 496
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Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8235384 nChanged 444
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Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8235466 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8235533 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8235613 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8235704 nChanged 406
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Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8235776 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8235886 nChanged 440
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Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8235964 nChanged 463
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Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8236094 nChanged 484
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	Iteration 31Q: 3 clusters Score -8236162 nChanged 440
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Mstep: Class 1 contains 14658 members 
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Mstep: Class 2 contains 31174 members 
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	Iteration 35Q: 3 clusters Score -8236702 nChanged 608
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Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8236854 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8237047 nChanged 673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8237236 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8237468 nChanged 671
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8237695 nChanged 674
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Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8237898 nChanged 705
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Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8238076 nChanged 703
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Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8238295 nChanged 762
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Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8238538 nChanged 773
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Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 37950 members 
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	Iteration 45Q: 3 clusters Score -8238798 nChanged 754
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Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8239064 nChanged 759
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Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8239388 nChanged 688
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8239652 nChanged 721
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8239960 nChanged 682
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Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8240179 nChanged 644
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8240404 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8240622 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8240776 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8240868 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8240970 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8241024 nChanged 153
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Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8241072 nChanged 129
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Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8241112 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8241190 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8241224 nChanged 58
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Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8241238 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8241270 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8241310 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8241320 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8241330 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8241342 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8241342 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8241346 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8241350 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8241362 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8241352 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8241350 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8241356 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8241352 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8241360 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8241358 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8241362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8241360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8241376.500000 Penalty: 5317.668945
	Iteration 80F: 3 clusters Score -8241376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8241374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8241374 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8241376 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
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	Iteration 84F: 3 clusters Score -8241376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46158 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8356566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8327264 nChanged 21326
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Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8339096 nChanged 1873
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Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8339632 nChanged 1701
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8340082 nChanged 1618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8340548 nChanged 1503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8340985 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -8341511.000000 Penalty: 5326.953125
	Iteration 6Q: 3 clusters Score -8341511 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -8342149.000000 Penalty: 5326.953125
	Iteration 7Q: 3 clusters Score -8342149 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -8343032.000000 Penalty: 5326.953125
	Iteration 8Q: 3 clusters Score -8343032 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -8344173.500000 Penalty: 5326.953125
	Iteration 9Q: 3 clusters Score -8344174 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -8345482.000000 Penalty: 5326.953125
	Iteration 10Q: 3 clusters Score -8345482 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -8346778.000000 Penalty: 5326.953125
	Iteration 11Q: 3 clusters Score -8346778 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -8348103.500000 Penalty: 5326.953125
	Iteration 12Q: 3 clusters Score -8348104 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8349260.500000 Penalty: 5326.953125
	Iteration 13Q: 3 clusters Score -8349260 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8350273.500000 Penalty: 5326.953125
	Iteration 14Q: 3 clusters Score -8350274 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -8351040.000000 Penalty: 5326.953125
	Iteration 15Q: 3 clusters Score -8351040 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -8351649.500000 Penalty: 5326.953125
	Iteration 16Q: 3 clusters Score -8351650 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -8352154.000000 Penalty: 5326.953125
	Iteration 17Q: 3 clusters Score -8352154 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -8352530.500000 Penalty: 5326.953125
	Iteration 18Q: 3 clusters Score -8352530 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8352810.000000 Penalty: 5326.953125
	Iteration 19Q: 3 clusters Score -8352810 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -8353049.000000 Penalty: 5326.953125
	Iteration 20F: 3 clusters Score -8353049 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -8353269.500000 Penalty: 5326.953125
	Iteration 21Q: 3 clusters Score -8353270 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8353433.000000 Penalty: 5326.953125
	Iteration 22Q: 3 clusters Score -8353433 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -8353577.500000 Penalty: 5326.953125
	Iteration 23Q: 3 clusters Score -8353578 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8353727.000000 Penalty: 5326.953125
	Iteration 24Q: 3 clusters Score -8353727 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8353840.500000 Penalty: 5326.953125
	Iteration 25Q: 3 clusters Score -8353840 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8353896.500000 Penalty: 5326.953125
	Iteration 26Q: 3 clusters Score -8353896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -8353957.000000 Penalty: 5326.953125
	Iteration 27Q: 3 clusters Score -8353957 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -8354013.000000 Penalty: 5326.953125
	Iteration 28Q: 3 clusters Score -8354013 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8354053.000000 Penalty: 5326.953125
	Iteration 29Q: 3 clusters Score -8354053 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8354110.000000 Penalty: 5326.953125
	Iteration 30Q: 3 clusters Score -8354110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -8354145.500000 Penalty: 5326.953125
	Iteration 31Q: 3 clusters Score -8354146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8354168.500000 Penalty: 5326.953125
	Iteration 32Q: 3 clusters Score -8354168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -8354193.000000 Penalty: 5326.953125
	Iteration 33Q: 3 clusters Score -8354193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8354212.000000 Penalty: 5326.953125
	Iteration 34Q: 3 clusters Score -8354212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -8354225.000000 Penalty: 5326.953125
	Iteration 35Q: 3 clusters Score -8354225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8354240.000000 Penalty: 5326.953125
	Iteration 36Q: 3 clusters Score -8354240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8354257.500000 Penalty: 5326.953125
	Iteration 37Q: 3 clusters Score -8354258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -8354263.500000 Penalty: 5326.953125
	Iteration 38Q: 3 clusters Score -8354264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8354263.000000 Penalty: 5326.953125
	Iteration 39Q: 3 clusters Score -8354263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8354275.500000 Penalty: 5326.953125
	Iteration 40F: 3 clusters Score -8354276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8354274.000000 Penalty: 5326.953125
	Iteration 41Q: 3 clusters Score -8354274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8354284.000000 Penalty: 5326.953125
	Iteration 42Q: 3 clusters Score -8354284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -8354281.500000 Penalty: 5326.953125
	Iteration 43Q: 3 clusters Score -8354282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8354281.500000 Penalty: 5326.953125
	Iteration 44Q: 3 clusters Score -8354282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8354283.500000 Penalty: 5326.953125
	Iteration 45Q: 3 clusters Score -8354284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -8354286.000000 Penalty: 5326.953125
	Iteration 46Q: 3 clusters Score -8354286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8354289.500000 Penalty: 5326.953125
	Iteration 47Q: 3 clusters Score -8354290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8354293.500000 Penalty: 5326.953125
	Iteration 48Q: 3 clusters Score -8354294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -8354289.500000 Penalty: 5326.953125
	Iteration 49Q: 3 clusters Score -8354290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8354295.500000 Penalty: 5326.953125
	Iteration 50Q: 3 clusters Score -8354296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8354300.500000 Penalty: 5326.953125
	Iteration 51Q: 3 clusters Score -8354300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8354310.500000 Penalty: 5326.953125
	Iteration 52Q: 3 clusters Score -8354310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -8354319.000000 Penalty: 5326.953125
	Iteration 53Q: 3 clusters Score -8354319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8354325.500000 Penalty: 5326.953125
	Iteration 54Q: 3 clusters Score -8354326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8354323.500000 Penalty: 5326.953125
	Iteration 55Q: 3 clusters Score -8354324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8354323.500000 Penalty: 5326.953125
	Iteration 56F: 3 clusters Score -8354324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Entering Unmasked Estep 
Score: -2860174.000000 Penalty: 2402.778320
	Iteration 0F: 2 clusters Score -2860174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2848535.000000 Penalty: 4805.556641
	Iteration 0F: 3 clusters Score -2848535 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2852436.000000 Penalty: 4805.556641
	Iteration 1F: 3 clusters Score -2852436 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2852910.750000 Penalty: 4805.556641
	Iteration 2F: 3 clusters Score -2852911 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2853296.750000 Penalty: 4805.556641
	Iteration 3F: 3 clusters Score -2853297 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2853632.250000 Penalty: 4805.556641
	Iteration 4Q: 3 clusters Score -2853632 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2853974.250000 Penalty: 4805.556641
	Iteration 5Q: 3 clusters Score -2853974 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2854299.250000 Penalty: 4805.556641
	Iteration 6Q: 3 clusters Score -2854299 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2854589.000000 Penalty: 4805.556641
	Iteration 7Q: 3 clusters Score -2854589 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2854850.250000 Penalty: 4805.556641
	Iteration 8Q: 3 clusters Score -2854850 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2855116.000000 Penalty: 4805.556641
	Iteration 9Q: 3 clusters Score -2855116 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2855393.250000 Penalty: 4805.556641
	Iteration 10Q: 3 clusters Score -2855393 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2855662.250000 Penalty: 4805.556641
	Iteration 11Q: 3 clusters Score -2855662 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2855910.000000 Penalty: 4805.556641
	Iteration 12Q: 3 clusters Score -2855910 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2856102.250000 Penalty: 4805.556641
	Iteration 13Q: 3 clusters Score -2856102 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2856264.750000 Penalty: 4805.556641
	Iteration 14Q: 3 clusters Score -2856265 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2856344.000000 Penalty: 4805.556641
	Iteration 15Q: 3 clusters Score -2856344 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2856455.000000 Penalty: 4805.556641
	Iteration 16Q: 3 clusters Score -2856455 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2856502.500000 Penalty: 4805.556641
	Iteration 17Q: 3 clusters Score -2856502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2856545.000000 Penalty: 4805.556641
	Iteration 18Q: 3 clusters Score -2856545 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2856583.000000 Penalty: 4805.556641
	Iteration 19Q: 3 clusters Score -2856583 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2856609.500000 Penalty: 4805.556641
	Iteration 20F: 3 clusters Score -2856610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2856640.250000 Penalty: 4805.556641
	Iteration 21Q: 3 clusters Score -2856640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2856667.750000 Penalty: 4805.556641
	Iteration 22Q: 3 clusters Score -2856668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2856690.750000 Penalty: 4805.556641
	Iteration 23Q: 3 clusters Score -2856691 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2856702.500000 Penalty: 4805.556641
	Iteration 24Q: 3 clusters Score -2856702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2856729.000000 Penalty: 4805.556641
	Iteration 25Q: 3 clusters Score -2856729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2856758.250000 Penalty: 4805.556641
	Iteration 26Q: 3 clusters Score -2856758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2856775.250000 Penalty: 4805.556641
	Iteration 27Q: 3 clusters Score -2856775 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2856788.250000 Penalty: 4805.556641
	Iteration 28Q: 3 clusters Score -2856788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2856811.500000 Penalty: 4805.556641
	Iteration 29Q: 3 clusters Score -2856812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2856833.500000 Penalty: 4805.556641
	Iteration 30Q: 3 clusters Score -2856834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2856843.000000 Penalty: 4805.556641
	Iteration 31Q: 3 clusters Score -2856843 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2856868.000000 Penalty: 4805.556641
	Iteration 32Q: 3 clusters Score -2856868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2856878.000000 Penalty: 4805.556641
	Iteration 33Q: 3 clusters Score -2856878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2856895.500000 Penalty: 4805.556641
	Iteration 34Q: 3 clusters Score -2856896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2856903.000000 Penalty: 4805.556641
	Iteration 35Q: 3 clusters Score -2856903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2856926.000000 Penalty: 4805.556641
	Iteration 36Q: 3 clusters Score -2856926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2856950.750000 Penalty: 4805.556641
	Iteration 37Q: 3 clusters Score -2856951 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2856958.000000 Penalty: 4805.556641
	Iteration 38Q: 3 clusters Score -2856958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2856963.750000 Penalty: 4805.556641
	Iteration 39Q: 3 clusters Score -2856964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2856974.750000 Penalty: 4805.556641
	Iteration 40F: 3 clusters Score -2856975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2856982.000000 Penalty: 4805.556641
	Iteration 41Q: 3 clusters Score -2856982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2856997.000000 Penalty: 4805.556641
	Iteration 42Q: 3 clusters Score -2856997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2857010.500000 Penalty: 4805.556641
	Iteration 43Q: 3 clusters Score -2857010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2857023.500000 Penalty: 4805.556641
	Iteration 44Q: 3 clusters Score -2857024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2857035.250000 Penalty: 4805.556641
	Iteration 45Q: 3 clusters Score -2857035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2857044.250000 Penalty: 4805.556641
	Iteration 46Q: 3 clusters Score -2857044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2857058.250000 Penalty: 4805.556641
	Iteration 47Q: 3 clusters Score -2857058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2857085.000000 Penalty: 4805.556641
	Iteration 48Q: 3 clusters Score -2857085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2857089.750000 Penalty: 4805.556641
	Iteration 49Q: 3 clusters Score -2857090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2857098.750000 Penalty: 4805.556641
	Iteration 50Q: 3 clusters Score -2857099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2857107.000000 Penalty: 4805.556641
	Iteration 51Q: 3 clusters Score -2857107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2857118.250000 Penalty: 4805.556641
	Iteration 52Q: 3 clusters Score -2857118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2857131.000000 Penalty: 4805.556641
	Iteration 53Q: 3 clusters Score -2857131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2857139.250000 Penalty: 4805.556641
	Iteration 54Q: 3 clusters Score -2857139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2857137.750000 Penalty: 4805.556641
	Iteration 55Q: 3 clusters Score -2857138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2857150.750000 Penalty: 4805.556641
	Iteration 56Q: 3 clusters Score -2857151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2857160.750000 Penalty: 4805.556641
	Iteration 57Q: 3 clusters Score -2857161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2857163.250000 Penalty: 4805.556641
	Iteration 58Q: 3 clusters Score -2857163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2857180.000000 Penalty: 4805.556641
	Iteration 59Q: 3 clusters Score -2857180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2857184.000000 Penalty: 4805.556641
	Iteration 60F: 3 clusters Score -2857184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2857183.250000 Penalty: 4805.556641
	Iteration 61Q: 3 clusters Score -2857183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2857200.750000 Penalty: 4805.556641
	Iteration 62Q: 3 clusters Score -2857201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2857205.500000 Penalty: 4805.556641
	Iteration 63Q: 3 clusters Score -2857206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2857210.000000 Penalty: 4805.556641
	Iteration 64Q: 3 clusters Score -2857210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2857209.750000 Penalty: 4805.556641
	Iteration 65Q: 3 clusters Score -2857210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2857210.250000 Penalty: 4805.556641
	Iteration 66Q: 3 clusters Score -2857210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2857213.500000 Penalty: 4805.556641
	Iteration 67Q: 3 clusters Score -2857214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2857216.500000 Penalty: 4805.556641
	Iteration 68Q: 3 clusters Score -2857216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2857216.250000 Penalty: 4805.556641
	Iteration 69Q: 3 clusters Score -2857216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2857212.000000 Penalty: 4805.556641
	Iteration 70Q: 3 clusters Score -2857212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2857222.000000 Penalty: 4805.556641
	Iteration 71Q: 3 clusters Score -2857222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2857222.750000 Penalty: 4805.556641
	Iteration 72Q: 3 clusters Score -2857223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2857222.750000 Penalty: 4805.556641
	Iteration 73Q: 3 clusters Score -2857223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2857224.000000 Penalty: 4805.556641
	Iteration 74Q: 3 clusters Score -2857224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2857227.750000 Penalty: 4805.556641
	Iteration 75Q: 3 clusters Score -2857228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2857229.500000 Penalty: 4805.556641
	Iteration 76Q: 3 clusters Score -2857230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2857235.500000 Penalty: 4805.556641
	Iteration 77Q: 3 clusters Score -2857236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2857238.250000 Penalty: 4805.556641
	Iteration 78Q: 3 clusters Score -2857238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2857234.500000 Penalty: 4805.556641
	Iteration 79Q: 3 clusters Score -2857234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2857235.750000 Penalty: 4805.556641
	Iteration 80F: 3 clusters Score -2857236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2857233.000000 Penalty: 4805.556641
	Iteration 81Q: 3 clusters Score -2857233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2857232.000000 Penalty: 4805.556641
	Iteration 82Q: 3 clusters Score -2857232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2857232.250000 Penalty: 4805.556641
	Iteration 83Q: 3 clusters Score -2857232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2857234.000000 Penalty: 4805.556641
	Iteration 84Q: 3 clusters Score -2857234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2857236.750000 Penalty: 4805.556641
	Iteration 85Q: 3 clusters Score -2857237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2857234.000000 Penalty: 4805.556641
	Iteration 86Q: 3 clusters Score -2857234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2857233.500000 Penalty: 4805.556641
	Iteration 87Q: 3 clusters Score -2857234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2857234.750000 Penalty: 4805.556641
	Iteration 88Q: 3 clusters Score -2857235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2857237.750000 Penalty: 4805.556641
	Iteration 89Q: 3 clusters Score -2857238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2857240.500000 Penalty: 4805.556641
	Iteration 90Q: 3 clusters Score -2857240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2857237.500000 Penalty: 4805.556641
	Iteration 91Q: 3 clusters Score -2857238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2857237.750000 Penalty: 4805.556641
	Iteration 92Q: 3 clusters Score -2857238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2857237.000000 Penalty: 4805.556641
	Iteration 93Q: 3 clusters Score -2857237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2857241.250000 Penalty: 4805.556641
	Iteration 94Q: 3 clusters Score -2857241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2857239.250000 Penalty: 4805.556641
	Iteration 95Q: 3 clusters Score -2857239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2857241.000000 Penalty: 4805.556641
	Iteration 96Q: 3 clusters Score -2857241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2857241.750000 Penalty: 4805.556641
	Iteration 97Q: 3 clusters Score -2857242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2857243.000000 Penalty: 4805.556641
	Iteration 98Q: 3 clusters Score -2857243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2857245.250000 Penalty: 4805.556641
	Iteration 99Q: 3 clusters Score -2857245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2857245.250000 Penalty: 4805.556641
	Iteration 100F: 3 clusters Score -2857245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2857247.250000 Penalty: 4805.556641
	Iteration 101Q: 3 clusters Score -2857247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2857253.500000 Penalty: 4805.556641
	Iteration 102Q: 3 clusters Score -2857254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2857248.000000 Penalty: 4805.556641
	Iteration 103Q: 3 clusters Score -2857248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2857251.250000 Penalty: 4805.556641
	Iteration 104Q: 3 clusters Score -2857251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2857253.250000 Penalty: 4805.556641
	Iteration 105Q: 3 clusters Score -2857253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2857257.000000 Penalty: 4805.556641
	Iteration 106Q: 3 clusters Score -2857257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2857255.500000 Penalty: 4805.556641
	Iteration 107Q: 3 clusters Score -2857256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2857261.000000 Penalty: 4805.556641
	Iteration 108Q: 3 clusters Score -2857261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2857262.750000 Penalty: 4805.556641
	Iteration 109Q: 3 clusters Score -2857263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2857270.500000 Penalty: 4805.556641
	Iteration 110Q: 3 clusters Score -2857270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2857271.500000 Penalty: 4805.556641
	Iteration 111Q: 3 clusters Score -2857272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2857275.500000 Penalty: 4805.556641
	Iteration 112Q: 3 clusters Score -2857276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2857264.750000 Penalty: 4805.556641
	Iteration 113Q: 3 clusters Score -2857265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2857274.250000 Penalty: 4805.556641
	Iteration 114Q: 3 clusters Score -2857274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2857275.500000 Penalty: 4805.556641
	Iteration 115Q: 3 clusters Score -2857276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2857274.750000 Penalty: 4805.556641
	Iteration 116Q: 3 clusters Score -2857275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2857274.750000 Penalty: 4805.556641
	Iteration 117Q: 3 clusters Score -2857275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2857280.500000 Penalty: 4805.556641
	Iteration 118Q: 3 clusters Score -2857280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2857288.000000 Penalty: 4805.556641
	Iteration 119Q: 3 clusters Score -2857288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2857302.250000 Penalty: 4805.556641
	Iteration 120F: 3 clusters Score -2857302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2857304.500000 Penalty: 4805.556641
	Iteration 121Q: 3 clusters Score -2857304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2857307.500000 Penalty: 4805.556641
	Iteration 122Q: 3 clusters Score -2857308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2857317.500000 Penalty: 4805.556641
	Iteration 123Q: 3 clusters Score -2857318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2857324.000000 Penalty: 4805.556641
	Iteration 124Q: 3 clusters Score -2857324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2857332.500000 Penalty: 4805.556641
	Iteration 125Q: 3 clusters Score -2857332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2857344.750000 Penalty: 4805.556641
	Iteration 126Q: 3 clusters Score -2857345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2857353.250000 Penalty: 4805.556641
	Iteration 127Q: 3 clusters Score -2857353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2857359.000000 Penalty: 4805.556641
	Iteration 128Q: 3 clusters Score -2857359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2857361.250000 Penalty: 4805.556641
	Iteration 129Q: 3 clusters Score -2857361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2857377.000000 Penalty: 4805.556641
	Iteration 130Q: 3 clusters Score -2857377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2857383.500000 Penalty: 4805.556641
	Iteration 131Q: 3 clusters Score -2857384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2857393.000000 Penalty: 4805.556641
	Iteration 132Q: 3 clusters Score -2857393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2857393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2857396.750000 Penalty: 4805.556641
	Iteration 134Q: 3 clusters Score -2857397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2857399.750000 Penalty: 4805.556641
	Iteration 135Q: 3 clusters Score -2857400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2857405.000000 Penalty: 4805.556641
	Iteration 136Q: 3 clusters Score -2857405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2857406.750000 Penalty: 4805.556641
	Iteration 137Q: 3 clusters Score -2857407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2857412.000000 Penalty: 4805.556641
	Iteration 138Q: 3 clusters Score -2857412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2857418.750000 Penalty: 4805.556641
	Iteration 139Q: 3 clusters Score -2857419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2857422.250000 Penalty: 4805.556641
	Iteration 140F: 3 clusters Score -2857422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2857422.750000 Penalty: 4805.556641
	Iteration 141Q: 3 clusters Score -2857423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2857428.000000 Penalty: 4805.556641
	Iteration 142Q: 3 clusters Score -2857428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2857431.500000 Penalty: 4805.556641
	Iteration 143Q: 3 clusters Score -2857432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2857438.250000 Penalty: 4805.556641
	Iteration 144Q: 3 clusters Score -2857438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2857437.000000 Penalty: 4805.556641
	Iteration 145Q: 3 clusters Score -2857437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2857446.250000 Penalty: 4805.556641
	Iteration 146Q: 3 clusters Score -2857446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2857453.250000 Penalty: 4805.556641
	Iteration 147Q: 3 clusters Score -2857453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2857467.500000 Penalty: 4805.556641
	Iteration 148Q: 3 clusters Score -2857468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2857473.500000 Penalty: 4805.556641
	Iteration 149Q: 3 clusters Score -2857474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2857481.750000 Penalty: 4805.556641
	Iteration 150Q: 3 clusters Score -2857482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2857490.250000 Penalty: 4805.556641
	Iteration 151Q: 3 clusters Score -2857490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2857506.250000 Penalty: 4805.556641
	Iteration 152Q: 3 clusters Score -2857506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2857517.000000 Penalty: 4805.556641
	Iteration 153Q: 3 clusters Score -2857517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2857516.750000 Penalty: 4805.556641
	Iteration 154Q: 3 clusters Score -2857517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2857523.000000 Penalty: 4805.556641
	Iteration 155Q: 3 clusters Score -2857523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2857518.000000 Penalty: 4805.556641
	Iteration 156Q: 3 clusters Score -2857518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2857534.250000 Penalty: 4805.556641
	Iteration 157Q: 3 clusters Score -2857534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2857540.750000 Penalty: 4805.556641
	Iteration 158Q: 3 clusters Score -2857541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2857546.000000 Penalty: 4805.556641
	Iteration 159Q: 3 clusters Score -2857546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2857547.250000 Penalty: 4805.556641
	Iteration 160F: 3 clusters Score -2857547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2857547.500000 Penalty: 4805.556641
	Iteration 161Q: 3 clusters Score -2857548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2857546.250000 Penalty: 4805.556641
	Iteration 162Q: 3 clusters Score -2857546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2857549.000000 Penalty: 4805.556641
	Iteration 163Q: 3 clusters Score -2857549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2857546.500000 Penalty: 4805.556641
	Iteration 164Q: 3 clusters Score -2857546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2857550.500000 Penalty: 4805.556641
	Iteration 165Q: 3 clusters Score -2857550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2857555.500000 Penalty: 4805.556641
	Iteration 166Q: 3 clusters Score -2857556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2857560.250000 Penalty: 4805.556641
	Iteration 167Q: 3 clusters Score -2857560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2857561.000000 Penalty: 4805.556641
	Iteration 168Q: 3 clusters Score -2857561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2857564.500000 Penalty: 4805.556641
	Iteration 169Q: 3 clusters Score -2857564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2857561.250000 Penalty: 4805.556641
	Iteration 170Q: 3 clusters Score -2857561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2857567.000000 Penalty: 4805.556641
	Iteration 171Q: 3 clusters Score -2857567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2857570.000000 Penalty: 4805.556641
	Iteration 172Q: 3 clusters Score -2857570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2857570.500000 Penalty: 4805.556641
	Iteration 173Q: 3 clusters Score -2857570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2857572.000000 Penalty: 4805.556641
	Iteration 174Q: 3 clusters Score -2857572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2857575.250000 Penalty: 4805.556641
	Iteration 175Q: 3 clusters Score -2857575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2857582.250000 Penalty: 4805.556641
	Iteration 176Q: 3 clusters Score -2857582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2857583.000000 Penalty: 4805.556641
	Iteration 177Q: 3 clusters Score -2857583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2857587.750000 Penalty: 4805.556641
	Iteration 178Q: 3 clusters Score -2857588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2857587.500000 Penalty: 4805.556641
	Iteration 179Q: 3 clusters Score -2857588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2857586.500000 Penalty: 4805.556641
	Iteration 180F: 3 clusters Score -2857586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2857589.250000 Penalty: 4805.556641
	Iteration 181Q: 3 clusters Score -2857589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2857590.500000 Penalty: 4805.556641
	Iteration 182Q: 3 clusters Score -2857590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2857593.750000 Penalty: 4805.556641
	Iteration 183Q: 3 clusters Score -2857594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2857600.750000 Penalty: 4805.556641
	Iteration 184Q: 3 clusters Score -2857601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2857603.250000 Penalty: 4805.556641
	Iteration 185Q: 3 clusters Score -2857603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2857604.250000 Penalty: 4805.556641
	Iteration 186Q: 3 clusters Score -2857604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2857606.250000 Penalty: 4805.556641
	Iteration 187Q: 3 clusters Score -2857606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2857609.250000 Penalty: 4805.556641
	Iteration 188Q: 3 clusters Score -2857609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2857606.750000 Penalty: 4805.556641
	Iteration 189Q: 3 clusters Score -2857607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2857610.750000 Penalty: 4805.556641
	Iteration 190Q: 3 clusters Score -2857611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2857611.250000 Penalty: 4805.556641
	Iteration 191Q: 3 clusters Score -2857611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2857616.500000 Penalty: 4805.556641
	Iteration 192Q: 3 clusters Score -2857616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2857609.750000 Penalty: 4805.556641
	Iteration 193Q: 3 clusters Score -2857610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2857612.000000 Penalty: 4805.556641
	Iteration 194Q: 3 clusters Score -2857612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2857620.000000 Penalty: 4805.556641
	Iteration 195Q: 3 clusters Score -2857620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2857624.750000 Penalty: 4805.556641
	Iteration 196Q: 3 clusters Score -2857625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2857622.500000 Penalty: 4805.556641
	Iteration 197Q: 3 clusters Score -2857622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2857627.750000 Penalty: 4805.556641
	Iteration 198Q: 3 clusters Score -2857628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2857628.000000 Penalty: 4805.556641
	Iteration 199Q: 3 clusters Score -2857628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2857629.500000 Penalty: 4805.556641
	Iteration 200F: 3 clusters Score -2857630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2857630.000000 Penalty: 4805.556641
	Iteration 201Q: 3 clusters Score -2857630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2857636.000000 Penalty: 4805.556641
	Iteration 202Q: 3 clusters Score -2857636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2857638.500000 Penalty: 4805.556641
	Iteration 203Q: 3 clusters Score -2857638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2857640.000000 Penalty: 4805.556641
	Iteration 204Q: 3 clusters Score -2857640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2857637.000000 Penalty: 4805.556641
	Iteration 205Q: 3 clusters Score -2857637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2857635.750000 Penalty: 4805.556641
	Iteration 206Q: 3 clusters Score -2857636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2857642.750000 Penalty: 4805.556641
	Iteration 207Q: 3 clusters Score -2857643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2857648.750000 Penalty: 4805.556641
	Iteration 208Q: 3 clusters Score -2857649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2857655.000000 Penalty: 4805.556641
	Iteration 209Q: 3 clusters Score -2857655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2857650.750000 Penalty: 4805.556641
	Iteration 210Q: 3 clusters Score -2857651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2857655.000000 Penalty: 4805.556641
	Iteration 211Q: 3 clusters Score -2857655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2857657.750000 Penalty: 4805.556641
	Iteration 212Q: 3 clusters Score -2857658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2857656.250000 Penalty: 4805.556641
	Iteration 213Q: 3 clusters Score -2857656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2857656.500000 Penalty: 4805.556641
	Iteration 214Q: 3 clusters Score -2857656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2857659.250000 Penalty: 4805.556641
	Iteration 215Q: 3 clusters Score -2857659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2857656.500000 Penalty: 4805.556641
	Iteration 216Q: 3 clusters Score -2857656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2857658.500000 Penalty: 4805.556641
	Iteration 217Q: 3 clusters Score -2857658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2857657.500000 Penalty: 4805.556641
	Iteration 218Q: 3 clusters Score -2857658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2857655.000000 Penalty: 4805.556641
	Iteration 219Q: 3 clusters Score -2857655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2857659.000000 Penalty: 4805.556641
	Iteration 220F: 3 clusters Score -2857659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2857658.500000 Penalty: 4805.556641
	Iteration 221Q: 3 clusters Score -2857658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2857663.750000 Penalty: 4805.556641
	Iteration 222Q: 3 clusters Score -2857664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2857666.250000 Penalty: 4805.556641
	Iteration 223Q: 3 clusters Score -2857666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2857670.500000 Penalty: 4805.556641
	Iteration 224Q: 3 clusters Score -2857670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2857677.000000 Penalty: 4805.556641
	Iteration 225Q: 3 clusters Score -2857677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2857679.750000 Penalty: 4805.556641
	Iteration 226Q: 3 clusters Score -2857680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2857678.000000 Penalty: 4805.556641
	Iteration 227Q: 3 clusters Score -2857678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2857683.000000 Penalty: 4805.556641
	Iteration 228Q: 3 clusters Score -2857683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2857690.000000 Penalty: 4805.556641
	Iteration 229Q: 3 clusters Score -2857690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2857696.500000 Penalty: 4805.556641
	Iteration 230Q: 3 clusters Score -2857696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2857697.500000 Penalty: 4805.556641
	Iteration 231Q: 3 clusters Score -2857698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2857700.500000 Penalty: 4805.556641
	Iteration 232Q: 3 clusters Score -2857700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2857702.000000 Penalty: 4805.556641
	Iteration 233Q: 3 clusters Score -2857702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2857708.000000 Penalty: 4805.556641
	Iteration 234Q: 3 clusters Score -2857708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2857708.000000 Penalty: 4805.556641
	Iteration 235Q: 3 clusters Score -2857708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2857711.500000 Penalty: 4805.556641
	Iteration 236Q: 3 clusters Score -2857712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2857710.500000 Penalty: 4805.556641
	Iteration 237Q: 3 clusters Score -2857710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2857721.000000 Penalty: 4805.556641
	Iteration 238Q: 3 clusters Score -2857721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2857713.000000 Penalty: 4805.556641
	Iteration 239Q: 3 clusters Score -2857713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2857717.750000 Penalty: 4805.556641
	Iteration 240F: 3 clusters Score -2857718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2857715.250000 Penalty: 4805.556641
	Iteration 241Q: 3 clusters Score -2857715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2857720.250000 Penalty: 4805.556641
	Iteration 242Q: 3 clusters Score -2857720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2857723.250000 Penalty: 4805.556641
	Iteration 243Q: 3 clusters Score -2857723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2857721.500000 Penalty: 4805.556641
	Iteration 244Q: 3 clusters Score -2857722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2857719.250000 Penalty: 4805.556641
	Iteration 245Q: 3 clusters Score -2857719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2857725.500000 Penalty: 4805.556641
	Iteration 246Q: 3 clusters Score -2857726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2857726.500000 Penalty: 4805.556641
	Iteration 247Q: 3 clusters Score -2857726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2857724.750000 Penalty: 4805.556641
	Iteration 248Q: 3 clusters Score -2857725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2857727.500000 Penalty: 4805.556641
	Iteration 249Q: 3 clusters Score -2857728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2857731.500000 Penalty: 4805.556641
	Iteration 250Q: 3 clusters Score -2857732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2857731.000000 Penalty: 4805.556641
	Iteration 251Q: 3 clusters Score -2857731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2857735.000000 Penalty: 4805.556641
	Iteration 252Q: 3 clusters Score -2857735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2857739.250000 Penalty: 4805.556641
	Iteration 253Q: 3 clusters Score -2857739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2857739.250000 Penalty: 4805.556641
	Iteration 254Q: 3 clusters Score -2857739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2857746.250000 Penalty: 4805.556641
	Iteration 255Q: 3 clusters Score -2857746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2857743.500000 Penalty: 4805.556641
	Iteration 256Q: 3 clusters Score -2857744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2857744.750000 Penalty: 4805.556641
	Iteration 257Q: 3 clusters Score -2857745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2857745.250000 Penalty: 4805.556641
	Iteration 258Q: 3 clusters Score -2857745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2857745.250000 Penalty: 4805.556641
	Iteration 259F: 3 clusters Score -2857745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -1179498.500000 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -1179498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1173924.625000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -1173925 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1175565.000000 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -1175565 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1176008.375000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -1176008 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1176352.250000 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -1176352 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1176566.500000 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -1176566 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1176712.000000 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -1176712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1176808.875000 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -1176809 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1176886.000000 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -1176886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1176946.250000 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -1176946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1177003.125000 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -1177003 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1177042.000000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -1177042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1177082.625000 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -1177083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1177119.000000 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -1177119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1177159.875000 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -1177160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1177197.000000 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -1177197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1177222.750000 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -1177223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1177234.875000 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -1177235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1177247.625000 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -1177248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1177270.375000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -1177270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1177285.375000 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -1177285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1177300.750000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -1177301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1177316.125000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -1177316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1177326.375000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -1177326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1177343.250000 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -1177343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1177355.250000 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -1177355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1177363.000000 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -1177363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1177367.500000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -1177368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1177371.500000 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -1177372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1177385.250000 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -1177385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1177392.500000 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -1177392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1177395.750000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -1177396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1177398.875000 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -1177399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1177404.375000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -1177404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1177405.000000 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -1177405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1177406.500000 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -1177406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1177408.250000 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -1177408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1177408.250000 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -1177408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1177408.375000 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -1177408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1177408.875000 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -1177409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1177409.000000 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -1177409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1177409.125000 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -1177409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1177408.750000 Penalty: 4372.276367
	Iteration 41Q: 3 clusters Score -1177409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1177410.625000 Penalty: 4372.276367
	Iteration 42Q: 3 clusters Score -1177411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1177415.000000 Penalty: 4372.276367
	Iteration 43Q: 3 clusters Score -1177415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1177417.000000 Penalty: 4372.276367
	Iteration 44Q: 3 clusters Score -1177417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1177418.375000 Penalty: 4372.276367
	Iteration 45Q: 3 clusters Score -1177418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1177415.125000 Penalty: 4372.276367
	Iteration 46Q: 3 clusters Score -1177415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1177418.250000 Penalty: 4372.276367
	Iteration 47Q: 3 clusters Score -1177418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1177418.875000 Penalty: 4372.276367
	Iteration 48Q: 3 clusters Score -1177419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1177418.375000 Penalty: 4372.276367
	Iteration 49Q: 3 clusters Score -1177418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1177419.000000 Penalty: 4372.276367
	Iteration 50Q: 3 clusters Score -1177419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1177419.125000 Penalty: 4372.276367
	Iteration 51Q: 3 clusters Score -1177419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1177418.125000 Penalty: 4372.276367
	Iteration 52Q: 3 clusters Score -1177418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1177419.500000 Penalty: 4372.276367
	Iteration 53Q: 3 clusters Score -1177420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1177419.500000 Penalty: 4372.276367
	Iteration 54F: 3 clusters Score -1177420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Entering Unmasked Estep 
Score: -6100556.500000 Penalty: 2585.801270
	Iteration 0F: 2 clusters Score -6100556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -6077463.500000 Penalty: 5171.602539
	Iteration 0F: 3 clusters Score -6077464 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -6085896.000000 Penalty: 5171.602539
	Iteration 1F: 3 clusters Score -6085896 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -6086387.500000 Penalty: 5171.602539
	Iteration 2Q: 3 clusters Score -6086388 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -6086803.000000 Penalty: 5171.602539
	Iteration 3Q: 3 clusters Score -6086803 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -6087232.000000 Penalty: 5171.602539
	Iteration 4Q: 3 clusters Score -6087232 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -6087773.500000 Penalty: 5171.602539
	Iteration 5Q: 3 clusters Score -6087774 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -6088409.500000 Penalty: 5171.602539
	Iteration 6Q: 3 clusters Score -6088410 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -6089239.500000 Penalty: 5171.602539
	Iteration 7Q: 3 clusters Score -6089240 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -6090194.000000 Penalty: 5171.602539
	Iteration 8Q: 3 clusters Score -6090194 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -6091283.000000 Penalty: 5171.602539
	Iteration 9Q: 3 clusters Score -6091283 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -6092394.500000 Penalty: 5171.602539
	Iteration 10F: 3 clusters Score -6092394 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -6093373.500000 Penalty: 5171.602539
	Iteration 11Q: 3 clusters Score -6093374 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -6094122.500000 Penalty: 5171.602539
	Iteration 12Q: 3 clusters Score -6094122 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -6094618.500000 Penalty: 5171.602539
	Iteration 13Q: 3 clusters Score -6094618 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -6094876.000000 Penalty: 5171.602539
	Iteration 14Q: 3 clusters Score -6094876 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6095037.000000 Penalty: 5171.602539
	Iteration 15Q: 3 clusters Score -6095037 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -6095118.000000 Penalty: 5171.602539
	Iteration 16Q: 3 clusters Score -6095118 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -6095188.000000 Penalty: 5171.602539
	Iteration 17Q: 3 clusters Score -6095188 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6095277.000000 Penalty: 5171.602539
	Iteration 18Q: 3 clusters Score -6095277 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -6095346.000000 Penalty: 5171.602539
	Iteration 19Q: 3 clusters Score -6095346 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -6095431.000000 Penalty: 5171.602539
	Iteration 20F: 3 clusters Score -6095431 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -6095475.500000 Penalty: 5171.602539
	Iteration 21Q: 3 clusters Score -6095476 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -6095534.500000 Penalty: 5171.602539
	Iteration 22Q: 3 clusters Score -6095534 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -6095560.500000 Penalty: 5171.602539
	Iteration 23Q: 3 clusters Score -6095560 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -6095566.500000 Penalty: 5171.602539
	Iteration 24Q: 3 clusters Score -6095566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -6095592.500000 Penalty: 5171.602539
	Iteration 25Q: 3 clusters Score -6095592 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -6095602.000000 Penalty: 5171.602539
	Iteration 26Q: 3 clusters Score -6095602 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -6095631.500000 Penalty: 5171.602539
	Iteration 27Q: 3 clusters Score -6095632 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -6095652.000000 Penalty: 5171.602539
	Iteration 28Q: 3 clusters Score -6095652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -6095701.500000 Penalty: 5171.602539
	Iteration 29Q: 3 clusters Score -6095702 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -6095735.000000 Penalty: 5171.602539
	Iteration 30Q: 3 clusters Score -6095735 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -6095751.000000 Penalty: 5171.602539
	Iteration 31Q: 3 clusters Score -6095751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -6095777.500000 Penalty: 5171.602539
	Iteration 32Q: 3 clusters Score -6095778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -6095784.000000 Penalty: 5171.602539
	Iteration 33Q: 3 clusters Score -6095784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -6095786.000000 Penalty: 5171.602539
	Iteration 34Q: 3 clusters Score -6095786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -6095805.000000 Penalty: 5171.602539
	Iteration 35Q: 3 clusters Score -6095805 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -6095823.000000 Penalty: 5171.602539
	Iteration 36Q: 3 clusters Score -6095823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -6095835.500000 Penalty: 5171.602539
	Iteration 37Q: 3 clusters Score -6095836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -6095857.000000 Penalty: 5171.602539
	Iteration 38Q: 3 clusters Score -6095857 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -6095857.500000 Penalty: 5171.602539
	Iteration 39Q: 3 clusters Score -6095858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6095872.500000 Penalty: 5171.602539
	Iteration 40F: 3 clusters Score -6095872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -6095884.500000 Penalty: 5171.602539
	Iteration 41Q: 3 clusters Score -6095884 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -6095898.500000 Penalty: 5171.602539
	Iteration 42Q: 3 clusters Score -6095898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -6095941.500000 Penalty: 5171.602539
	Iteration 43Q: 3 clusters Score -6095942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -6095968.000000 Penalty: 5171.602539
	Iteration 44Q: 3 clusters Score -6095968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -6095974.500000 Penalty: 5171.602539
	Iteration 45Q: 3 clusters Score -6095974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -6095989.500000 Penalty: 5171.602539
	Iteration 46Q: 3 clusters Score -6095990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -6096001.000000 Penalty: 5171.602539
	Iteration 47Q: 3 clusters Score -6096001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -6096002.000000 Penalty: 5171.602539
	Iteration 48Q: 3 clusters Score -6096002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -6096012.500000 Penalty: 5171.602539
	Iteration 49Q: 3 clusters Score -6096012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -6096013.500000 Penalty: 5171.602539
	Iteration 50Q: 3 clusters Score -6096014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -6096027.000000 Penalty: 5171.602539
	Iteration 51Q: 3 clusters Score -6096027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -6096035.000000 Penalty: 5171.602539
	Iteration 52Q: 3 clusters Score -6096035 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -6096048.000000 Penalty: 5171.602539
	Iteration 53Q: 3 clusters Score -6096048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -6096062.500000 Penalty: 5171.602539
	Iteration 54Q: 3 clusters Score -6096062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -6096087.000000 Penalty: 5171.602539
	Iteration 55Q: 3 clusters Score -6096087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -6096117.000000 Penalty: 5171.602539
	Iteration 56Q: 3 clusters Score -6096117 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -6096142.000000 Penalty: 5171.602539
	Iteration 57Q: 3 clusters Score -6096142 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6096160.000000 Penalty: 5171.602539
	Iteration 58Q: 3 clusters Score -6096160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -6096202.000000 Penalty: 5171.602539
	Iteration 59Q: 3 clusters Score -6096202 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -6096227.000000 Penalty: 5171.602539
	Iteration 60F: 3 clusters Score -6096227 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -6096260.500000 Penalty: 5171.602539
	Iteration 61Q: 3 clusters Score -6096260 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -6096276.000000 Penalty: 5171.602539
	Iteration 62Q: 3 clusters Score -6096276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -6096302.500000 Penalty: 5171.602539
	Iteration 63Q: 3 clusters Score -6096302 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -6096337.000000 Penalty: 5171.602539
	Iteration 64Q: 3 clusters Score -6096337 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6096400.000000 Penalty: 5171.602539
	Iteration 65Q: 3 clusters Score -6096400 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -6096463.500000 Penalty: 5171.602539
	Iteration 66Q: 3 clusters Score -6096464 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -6096492.500000 Penalty: 5171.602539
	Iteration 67Q: 3 clusters Score -6096492 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6096507.000000 Penalty: 5171.602539
	Iteration 68Q: 3 clusters Score -6096507 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -6096573.000000 Penalty: 5171.602539
	Iteration 69Q: 3 clusters Score -6096573 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -6096631.000000 Penalty: 5171.602539
	Iteration 70Q: 3 clusters Score -6096631 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -6096700.500000 Penalty: 5171.602539
	Iteration 71Q: 3 clusters Score -6096700 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -6096782.000000 Penalty: 5171.602539
	Iteration 72Q: 3 clusters Score -6096782 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6096845.500000 Penalty: 5171.602539
	Iteration 73Q: 3 clusters Score -6096846 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6096909.500000 Penalty: 5171.602539
	Iteration 74Q: 3 clusters Score -6096910 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6096993.000000 Penalty: 5171.602539
	Iteration 75Q: 3 clusters Score -6096993 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6097065.500000 Penalty: 5171.602539
	Iteration 76Q: 3 clusters Score -6097066 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -6097158.000000 Penalty: 5171.602539
	Iteration 77Q: 3 clusters Score -6097158 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6097202.000000 Penalty: 5171.602539
	Iteration 78Q: 3 clusters Score -6097202 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6097243.500000 Penalty: 5171.602539
	Iteration 79Q: 3 clusters Score -6097244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -6097294.500000 Penalty: 5171.602539
	Iteration 80F: 3 clusters Score -6097294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -6097333.000000 Penalty: 5171.602539
	Iteration 81Q: 3 clusters Score -6097333 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6097366.500000 Penalty: 5171.602539
	Iteration 82Q: 3 clusters Score -6097366 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -6097412.000000 Penalty: 5171.602539
	Iteration 83Q: 3 clusters Score -6097412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6097474.500000 Penalty: 5171.602539
	Iteration 84Q: 3 clusters Score -6097474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6097513.500000 Penalty: 5171.602539
	Iteration 85Q: 3 clusters Score -6097514 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6097567.500000 Penalty: 5171.602539
	Iteration 86Q: 3 clusters Score -6097568 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6097618.000000 Penalty: 5171.602539
	Iteration 87Q: 3 clusters Score -6097618 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6097674.500000 Penalty: 5171.602539
	Iteration 88Q: 3 clusters Score -6097674 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6097736.000000 Penalty: 5171.602539
	Iteration 89Q: 3 clusters Score -6097736 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6097771.000000 Penalty: 5171.602539
	Iteration 90Q: 3 clusters Score -6097771 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6097829.000000 Penalty: 5171.602539
	Iteration 91Q: 3 clusters Score -6097829 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6097890.000000 Penalty: 5171.602539
	Iteration 92Q: 3 clusters Score -6097890 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6097940.500000 Penalty: 5171.602539
	Iteration 93Q: 3 clusters Score -6097940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6097968.500000 Penalty: 5171.602539
	Iteration 94Q: 3 clusters Score -6097968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6097979.500000 Penalty: 5171.602539
	Iteration 95Q: 3 clusters Score -6097980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6098016.500000 Penalty: 5171.602539
	Iteration 96Q: 3 clusters Score -6098016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6098055.500000 Penalty: 5171.602539
	Iteration 97Q: 3 clusters Score -6098056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6098090.000000 Penalty: 5171.602539
	Iteration 98Q: 3 clusters Score -6098090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6098114.000000 Penalty: 5171.602539
	Iteration 99Q: 3 clusters Score -6098114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6098133.000000 Penalty: 5171.602539
	Iteration 100F: 3 clusters Score -6098133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6098146.500000 Penalty: 5171.602539
	Iteration 101Q: 3 clusters Score -6098146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6098165.000000 Penalty: 5171.602539
	Iteration 102Q: 3 clusters Score -6098165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6098183.500000 Penalty: 5171.602539
	Iteration 103Q: 3 clusters Score -6098184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6098195.000000 Penalty: 5171.602539
	Iteration 104Q: 3 clusters Score -6098195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6098208.000000 Penalty: 5171.602539
	Iteration 105Q: 3 clusters Score -6098208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6098236.000000 Penalty: 5171.602539
	Iteration 106Q: 3 clusters Score -6098236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6098246.500000 Penalty: 5171.602539
	Iteration 107Q: 3 clusters Score -6098246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6098263.000000 Penalty: 5171.602539
	Iteration 108Q: 3 clusters Score -6098263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6098265.000000 Penalty: 5171.602539
	Iteration 109Q: 3 clusters Score -6098265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6098278.500000 Penalty: 5171.602539
	Iteration 110Q: 3 clusters Score -6098278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6098281.500000 Penalty: 5171.602539
	Iteration 111Q: 3 clusters Score -6098282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6098297.000000 Penalty: 5171.602539
	Iteration 112Q: 3 clusters Score -6098297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6098298.000000 Penalty: 5171.602539
	Iteration 113Q: 3 clusters Score -6098298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6098302.000000 Penalty: 5171.602539
	Iteration 114Q: 3 clusters Score -6098302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6098304.000000 Penalty: 5171.602539
	Iteration 115Q: 3 clusters Score -6098304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6098313.500000 Penalty: 5171.602539
	Iteration 116Q: 3 clusters Score -6098314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6098320.000000 Penalty: 5171.602539
	Iteration 117Q: 3 clusters Score -6098320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6098326.500000 Penalty: 5171.602539
	Iteration 118Q: 3 clusters Score -6098326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6098321.000000 Penalty: 5171.602539
	Iteration 119Q: 3 clusters Score -6098321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6098322.000000 Penalty: 5171.602539
	Iteration 120F: 3 clusters Score -6098322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6098322.500000 Penalty: 5171.602539
	Iteration 121Q: 3 clusters Score -6098322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6098327.000000 Penalty: 5171.602539
	Iteration 122Q: 3 clusters Score -6098327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6098333.000000 Penalty: 5171.602539
	Iteration 123Q: 3 clusters Score -6098333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6098342.000000 Penalty: 5171.602539
	Iteration 124Q: 3 clusters Score -6098342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6098351.000000 Penalty: 5171.602539
	Iteration 125Q: 3 clusters Score -6098351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6098359.000000 Penalty: 5171.602539
	Iteration 126Q: 3 clusters Score -6098359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6098362.500000 Penalty: 5171.602539
	Iteration 127Q: 3 clusters Score -6098362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6098366.500000 Penalty: 5171.602539
	Iteration 128Q: 3 clusters Score -6098366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6098367.000000 Penalty: 5171.602539
	Iteration 129Q: 3 clusters Score -6098367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6098374.000000 Penalty: 5171.602539
	Iteration 130Q: 3 clusters Score -6098374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6098374.500000 Penalty: 5171.602539
	Iteration 131Q: 3 clusters Score -6098374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6098376.000000 Penalty: 5171.602539
	Iteration 132Q: 3 clusters Score -6098376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6098379.500000 Penalty: 5171.602539
	Iteration 133Q: 3 clusters Score -6098380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6098381.500000 Penalty: 5171.602539
	Iteration 134Q: 3 clusters Score -6098382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6098382.500000 Penalty: 5171.602539
	Iteration 135Q: 3 clusters Score -6098382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6098383.000000 Penalty: 5171.602539
	Iteration 136Q: 3 clusters Score -6098383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6098383.000000 Penalty: 5171.602539
	Iteration 137F: 3 clusters Score -6098383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Entering Unmasked Estep 
Score: -1462942.250000 Penalty: 2236.275635
	Iteration 0F: 2 clusters Score -1462942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1456383.750000 Penalty: 4472.551270
	Iteration 0F: 3 clusters Score -1456384 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1458245.625000 Penalty: 4472.551270
	Iteration 1F: 3 clusters Score -1458246 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1458501.750000 Penalty: 4472.551270
	Iteration 2F: 3 clusters Score -1458502 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1458666.250000 Penalty: 4472.551270
	Iteration 3F: 3 clusters Score -1458666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1458780.375000 Penalty: 4472.551270
	Iteration 4Q: 3 clusters Score -1458780 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1458858.625000 Penalty: 4472.551270
	Iteration 5Q: 3 clusters Score -1458859 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1458929.000000 Penalty: 4472.551270
	Iteration 6Q: 3 clusters Score -1458929 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1458998.125000 Penalty: 4472.551270
	Iteration 7Q: 3 clusters Score -1458998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1459081.250000 Penalty: 4472.551270
	Iteration 8Q: 3 clusters Score -1459081 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1459156.625000 Penalty: 4472.551270
	Iteration 9Q: 3 clusters Score -1459157 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1459258.000000 Penalty: 4472.551270
	Iteration 10Q: 3 clusters Score -1459258 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1459370.125000 Penalty: 4472.551270
	Iteration 11Q: 3 clusters Score -1459370 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1459511.625000 Penalty: 4472.551270
	Iteration 12Q: 3 clusters Score -1459512 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1459689.625000 Penalty: 4472.551270
	Iteration 13Q: 3 clusters Score -1459690 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1459890.750000 Penalty: 4472.551270
	Iteration 14Q: 3 clusters Score -1459891 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1460098.375000 Penalty: 4472.551270
	Iteration 15Q: 3 clusters Score -1460098 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1460297.625000 Penalty: 4472.551270
	Iteration 16Q: 3 clusters Score -1460298 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1460468.000000 Penalty: 4472.551270
	Iteration 17Q: 3 clusters Score -1460468 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1460589.125000 Penalty: 4472.551270
	Iteration 18Q: 3 clusters Score -1460589 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1460699.250000 Penalty: 4472.551270
	Iteration 19Q: 3 clusters Score -1460699 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1460801.875000 Penalty: 4472.551270
	Iteration 20F: 3 clusters Score -1460802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1460889.125000 Penalty: 4472.551270
	Iteration 21Q: 3 clusters Score -1460889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1460967.875000 Penalty: 4472.551270
	Iteration 22Q: 3 clusters Score -1460968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1461002.625000 Penalty: 4472.551270
	Iteration 23Q: 3 clusters Score -1461003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1461019.375000 Penalty: 4472.551270
	Iteration 24Q: 3 clusters Score -1461019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1461033.250000 Penalty: 4472.551270
	Iteration 25Q: 3 clusters Score -1461033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1461049.000000 Penalty: 4472.551270
	Iteration 26Q: 3 clusters Score -1461049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1461053.750000 Penalty: 4472.551270
	Iteration 27Q: 3 clusters Score -1461054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1461065.750000 Penalty: 4472.551270
	Iteration 28Q: 3 clusters Score -1461066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1461071.125000 Penalty: 4472.551270
	Iteration 29Q: 3 clusters Score -1461071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1461080.125000 Penalty: 4472.551270
	Iteration 30Q: 3 clusters Score -1461080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1461091.750000 Penalty: 4472.551270
	Iteration 31Q: 3 clusters Score -1461092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1461092.250000 Penalty: 4472.551270
	Iteration 32Q: 3 clusters Score -1461092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1461095.000000 Penalty: 4472.551270
	Iteration 33Q: 3 clusters Score -1461095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1461095.000000 Penalty: 4472.551270
	Iteration 34F: 3 clusters Score -1461095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Entering Unmasked Estep 
Score: -2409165.750000 Penalty: 2362.020264
	Iteration 0F: 2 clusters Score -2409166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2399178.000000 Penalty: 4724.040527
	Iteration 0F: 3 clusters Score -2399178 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2402365.250000 Penalty: 4724.040527
	Iteration 1F: 3 clusters Score -2402365 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2402733.000000 Penalty: 4724.040527
	Iteration 2F: 3 clusters Score -2402733 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2403022.000000 Penalty: 4724.040527
	Iteration 3Q: 3 clusters Score -2403022 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2403346.000000 Penalty: 4724.040527
	Iteration 4Q: 3 clusters Score -2403346 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2403756.750000 Penalty: 4724.040527
	Iteration 5Q: 3 clusters Score -2403757 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2404384.750000 Penalty: 4724.040527
	Iteration 6Q: 3 clusters Score -2404385 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2405123.750000 Penalty: 4724.040527
	Iteration 7F: 3 clusters Score -2405124 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2405839.500000 Penalty: 4724.040527
	Iteration 8F: 3 clusters Score -2405840 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2406448.000000 Penalty: 4724.040527
	Iteration 9F: 3 clusters Score -2406448 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2406993.500000 Penalty: 4724.040527
	Iteration 10F: 3 clusters Score -2406994 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2407467.250000 Penalty: 4724.040527
	Iteration 11Q: 3 clusters Score -2407467 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2407761.000000 Penalty: 4724.040527
	Iteration 12Q: 3 clusters Score -2407761 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2407963.750000 Penalty: 4724.040527
	Iteration 13Q: 3 clusters Score -2407964 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2408120.250000 Penalty: 4724.040527
	Iteration 14Q: 3 clusters Score -2408120 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2408268.500000 Penalty: 4724.040527
	Iteration 15Q: 3 clusters Score -2408268 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2408432.500000 Penalty: 4724.040527
	Iteration 16Q: 3 clusters Score -2408432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2408551.250000 Penalty: 4724.040527
	Iteration 17Q: 3 clusters Score -2408551 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2408643.750000 Penalty: 4724.040527
	Iteration 18Q: 3 clusters Score -2408644 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2408721.500000 Penalty: 4724.040527
	Iteration 19Q: 3 clusters Score -2408722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2408778.750000 Penalty: 4724.040527
	Iteration 20F: 3 clusters Score -2408779 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2408801.750000 Penalty: 4724.040527
	Iteration 21Q: 3 clusters Score -2408802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2408817.500000 Penalty: 4724.040527
	Iteration 22Q: 3 clusters Score -2408818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2408817.750000 Penalty: 4724.040527
	Iteration 23Q: 3 clusters Score -2408818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2408823.500000 Penalty: 4724.040527
	Iteration 24Q: 3 clusters Score -2408824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2408831.250000 Penalty: 4724.040527
	Iteration 25Q: 3 clusters Score -2408831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2408839.250000 Penalty: 4724.040527
	Iteration 26Q: 3 clusters Score -2408839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2408854.750000 Penalty: 4724.040527
	Iteration 27Q: 3 clusters Score -2408855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2408857.250000 Penalty: 4724.040527
	Iteration 28Q: 3 clusters Score -2408857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2408868.750000 Penalty: 4724.040527
	Iteration 29Q: 3 clusters Score -2408869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2408870.250000 Penalty: 4724.040527
	Iteration 30Q: 3 clusters Score -2408870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2408871.500000 Penalty: 4724.040527
	Iteration 31Q: 3 clusters Score -2408872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2408880.500000 Penalty: 4724.040527
	Iteration 32Q: 3 clusters Score -2408880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2408877.500000 Penalty: 4724.040527
	Iteration 33Q: 3 clusters Score -2408878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2408880.250000 Penalty: 4724.040527
	Iteration 34Q: 3 clusters Score -2408880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2408880.250000 Penalty: 4724.040527
	Iteration 35Q: 3 clusters Score -2408880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2408878.750000 Penalty: 4724.040527
	Iteration 36Q: 3 clusters Score -2408879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2408885.250000 Penalty: 4724.040527
	Iteration 37Q: 3 clusters Score -2408885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2408887.500000 Penalty: 4724.040527
	Iteration 38Q: 3 clusters Score -2408888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2408885.250000 Penalty: 4724.040527
	Iteration 39Q: 3 clusters Score -2408885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2408882.750000 Penalty: 4724.040527
	Iteration 40F: 3 clusters Score -2408883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2408880.500000 Penalty: 4724.040527
	Iteration 41Q: 3 clusters Score -2408880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2408883.000000 Penalty: 4724.040527
	Iteration 42Q: 3 clusters Score -2408883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2408886.250000 Penalty: 4724.040527
	Iteration 43Q: 3 clusters Score -2408886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2408889.750000 Penalty: 4724.040527
	Iteration 44Q: 3 clusters Score -2408890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2408887.500000 Penalty: 4724.040527
	Iteration 45Q: 3 clusters Score -2408888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2408889.750000 Penalty: 4724.040527
	Iteration 46Q: 3 clusters Score -2408890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2408890.500000 Penalty: 4724.040527
	Iteration 47Q: 3 clusters Score -2408890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2408891.250000 Penalty: 4724.040527
	Iteration 48Q: 3 clusters Score -2408891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2408889.750000 Penalty: 4724.040527
	Iteration 49Q: 3 clusters Score -2408890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2408888.500000 Penalty: 4724.040527
	Iteration 50Q: 3 clusters Score -2408888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2408888.500000 Penalty: 4724.040527
	Iteration 51F: 3 clusters Score -2408888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -264529.437500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -264529.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -262210.500000 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -262210.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262851.437500 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -262851.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263144.031250 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -263144 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -263413.875000 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -263413.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -263609.500000 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -263609.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -263738.031250 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -263738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263815.781250 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -263815.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263854.468750 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -263854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263873.500000 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -263873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263886.125000 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -263886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263893.750000 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -263893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263908.906250 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -263908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263918.375000 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -263918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263924.187500 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -263924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263925.593750 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -263925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263928.906250 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -263928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -263931.000000 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -263931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -263932.062500 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -263932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263932.625000 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -263932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263934.718750 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -263934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263939.843750 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -263939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -263941.062500 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -263941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263941.718750 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -263941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263941.718750 Penalty: 3689.146484
	Iteration 23F: 3 clusters Score -263941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (47551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Entering Unmasked Estep 
Score: -8591482.000000 Penalty: 2670.850342
	Iteration 0F: 2 clusters Score -8591482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -8561364.000000 Penalty: 5341.700684
	Iteration 0F: 3 clusters Score -8561364 nChanged 21881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8573220.000000 Penalty: 5341.700684
	Iteration 1F: 3 clusters Score -8573220 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -8573743.000000 Penalty: 5341.700684
	Iteration 2Q: 3 clusters Score -8573743 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -8574290.000000 Penalty: 5341.700684
	Iteration 3Q: 3 clusters Score -8574290 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -8575090.000000 Penalty: 5341.700684
	Iteration 4Q: 3 clusters Score -8575090 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -8576353.000000 Penalty: 5341.700684
	Iteration 5F: 3 clusters Score -8576353 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -8578157.000000 Penalty: 5341.700684
	Iteration 6F: 3 clusters Score -8578157 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -8580702.000000 Penalty: 5341.700684
	Iteration 7F: 3 clusters Score -8580702 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -8583984.000000 Penalty: 5341.700684
	Iteration 8F: 3 clusters Score -8583984 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8586721.000000 Penalty: 5341.700684
	Iteration 9F: 3 clusters Score -8586721 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8588203.000000 Penalty: 5341.700684
	Iteration 10Q: 3 clusters Score -8588203 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8588752.000000 Penalty: 5341.700684
	Iteration 11Q: 3 clusters Score -8588752 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8588956.000000 Penalty: 5341.700684
	Iteration 12Q: 3 clusters Score -8588956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8589057.000000 Penalty: 5341.700684
	Iteration 13Q: 3 clusters Score -8589057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8589107.000000 Penalty: 5341.700684
	Iteration 14Q: 3 clusters Score -8589107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8589133.000000 Penalty: 5341.700684
	Iteration 15Q: 3 clusters Score -8589133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8589147.000000 Penalty: 5341.700684
	Iteration 16Q: 3 clusters Score -8589147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8589156.000000 Penalty: 5341.700684
	Iteration 17Q: 3 clusters Score -8589156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8589176.000000 Penalty: 5341.700684
	Iteration 18Q: 3 clusters Score -8589176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8589187.000000 Penalty: 5341.700684
	Iteration 19Q: 3 clusters Score -8589187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8589189.000000 Penalty: 5341.700684
	Iteration 20F: 3 clusters Score -8589189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8589199.000000 Penalty: 5341.700684
	Iteration 21Q: 3 clusters Score -8589199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8589200.000000 Penalty: 5341.700684
	Iteration 22Q: 3 clusters Score -8589200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8589206.000000 Penalty: 5341.700684
	Iteration 23Q: 3 clusters Score -8589206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8589206.000000 Penalty: 5341.700684
	Iteration 24F: 3 clusters Score -8589206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Entering Unmasked Estep 
Score: -8401357.000000 Penalty: 2665.051270
	Iteration 0F: 2 clusters Score -8401357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8370924.500000 Penalty: 5330.102539
	Iteration 0F: 3 clusters Score -8370924 nChanged 21492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -8382746.500000 Penalty: 5330.102539
	Iteration 1F: 3 clusters Score -8382746 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -8383386.500000 Penalty: 5330.102539
	Iteration 2Q: 3 clusters Score -8383386 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -8384040.500000 Penalty: 5330.102539
	Iteration 3Q: 3 clusters Score -8384040 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -8384967.000000 Penalty: 5330.102539
	Iteration 4Q: 3 clusters Score -8384967 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -8386285.500000 Penalty: 5330.102539
	Iteration 5F: 3 clusters Score -8386286 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -8388201.500000 Penalty: 5330.102539
	Iteration 6F: 3 clusters Score -8388202 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -8390791.000000 Penalty: 5330.102539
	Iteration 7F: 3 clusters Score -8390791 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8393563.000000 Penalty: 5330.102539
	Iteration 8F: 3 clusters Score -8393563 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -8396083.000000 Penalty: 5330.102539
	Iteration 9F: 3 clusters Score -8396083 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8397412.000000 Penalty: 5330.102539
	Iteration 10Q: 3 clusters Score -8397412 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8398235.000000 Penalty: 5330.102539
	Iteration 11Q: 3 clusters Score -8398235 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8398628.000000 Penalty: 5330.102539
	Iteration 12Q: 3 clusters Score -8398628 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -8398810.000000 Penalty: 5330.102539
	Iteration 13Q: 3 clusters Score -8398810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -8398935.000000 Penalty: 5330.102539
	Iteration 14Q: 3 clusters Score -8398935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8398996.000000 Penalty: 5330.102539
	Iteration 15Q: 3 clusters Score -8398996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8399031.000000 Penalty: 5330.102539
	Iteration 16Q: 3 clusters Score -8399031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -8399045.000000 Penalty: 5330.102539
	Iteration 17Q: 3 clusters Score -8399045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -8399055.000000 Penalty: 5330.102539
	Iteration 18Q: 3 clusters Score -8399055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -8399067.000000 Penalty: 5330.102539
	Iteration 19Q: 3 clusters Score -8399067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -8399067.000000 Penalty: 5330.102539
	Iteration 20F: 3 clusters Score -8399067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -8399074.000000 Penalty: 5330.102539
	Iteration 21Q: 3 clusters Score -8399074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8399080.000000 Penalty: 5330.102539
	Iteration 22Q: 3 clusters Score -8399080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8399093.000000 Penalty: 5330.102539
	Iteration 23Q: 3 clusters Score -8399093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8399092.000000 Penalty: 5330.102539
	Iteration 24Q: 3 clusters Score -8399092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -8399092.000000 Penalty: 5330.102539
	Iteration 25Q: 3 clusters Score -8399092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8399088.000000 Penalty: 5330.102539
	Iteration 26Q: 3 clusters Score -8399088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8399095.000000 Penalty: 5330.102539
	Iteration 27Q: 3 clusters Score -8399095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8399093.000000 Penalty: 5330.102539
	Iteration 28Q: 3 clusters Score -8399093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -8399096.000000 Penalty: 5330.102539
	Iteration 29Q: 3 clusters Score -8399096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8399101.000000 Penalty: 5330.102539
	Iteration 30Q: 3 clusters Score -8399101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8399106.000000 Penalty: 5330.102539
	Iteration 31Q: 3 clusters Score -8399106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8399106.000000 Penalty: 5330.102539
	Iteration 32F: 3 clusters Score -8399106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Entering Unmasked Estep 
Score: -1855459.625000 Penalty: 2294.866699
	Iteration 0F: 2 clusters Score -1855460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1847550.375000 Penalty: 4589.733398
	Iteration 0F: 3 clusters Score -1847550 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1849746.500000 Penalty: 4589.733398
	Iteration 1F: 3 clusters Score -1849746 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1849978.250000 Penalty: 4589.733398
	Iteration 2F: 3 clusters Score -1849978 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1850140.750000 Penalty: 4589.733398
	Iteration 3Q: 3 clusters Score -1850141 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1850284.500000 Penalty: 4589.733398
	Iteration 4Q: 3 clusters Score -1850284 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1850421.000000 Penalty: 4589.733398
	Iteration 5Q: 3 clusters Score -1850421 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1850572.125000 Penalty: 4589.733398
	Iteration 6Q: 3 clusters Score -1850572 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1850766.625000 Penalty: 4589.733398
	Iteration 7Q: 3 clusters Score -1850767 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1851000.000000 Penalty: 4589.733398
	Iteration 8Q: 3 clusters Score -1851000 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1851306.625000 Penalty: 4589.733398
	Iteration 9Q: 3 clusters Score -1851307 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1851640.375000 Penalty: 4589.733398
	Iteration 10Q: 3 clusters Score -1851640 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1851922.500000 Penalty: 4589.733398
	Iteration 11Q: 3 clusters Score -1851922 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1852191.875000 Penalty: 4589.733398
	Iteration 12Q: 3 clusters Score -1852192 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1852437.625000 Penalty: 4589.733398
	Iteration 13Q: 3 clusters Score -1852438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1852647.625000 Penalty: 4589.733398
	Iteration 14Q: 3 clusters Score -1852648 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1852825.250000 Penalty: 4589.733398
	Iteration 15Q: 3 clusters Score -1852825 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1852961.500000 Penalty: 4589.733398
	Iteration 16Q: 3 clusters Score -1852962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1853058.250000 Penalty: 4589.733398
	Iteration 17Q: 3 clusters Score -1853058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1853136.500000 Penalty: 4589.733398
	Iteration 18Q: 3 clusters Score -1853136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1853188.000000 Penalty: 4589.733398
	Iteration 19Q: 3 clusters Score -1853188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1853238.500000 Penalty: 4589.733398
	Iteration 20F: 3 clusters Score -1853238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1853279.750000 Penalty: 4589.733398
	Iteration 21Q: 3 clusters Score -1853280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1853319.250000 Penalty: 4589.733398
	Iteration 22Q: 3 clusters Score -1853319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1853358.000000 Penalty: 4589.733398
	Iteration 23Q: 3 clusters Score -1853358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1853389.875000 Penalty: 4589.733398
	Iteration 24Q: 3 clusters Score -1853390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1853420.500000 Penalty: 4589.733398
	Iteration 25Q: 3 clusters Score -1853420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1853446.125000 Penalty: 4589.733398
	Iteration 26Q: 3 clusters Score -1853446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1853459.625000 Penalty: 4589.733398
	Iteration 27Q: 3 clusters Score -1853460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1853473.500000 Penalty: 4589.733398
	Iteration 28Q: 3 clusters Score -1853474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1853488.625000 Penalty: 4589.733398
	Iteration 29Q: 3 clusters Score -1853489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1853502.875000 Penalty: 4589.733398
	Iteration 30Q: 3 clusters Score -1853503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1853511.000000 Penalty: 4589.733398
	Iteration 31Q: 3 clusters Score -1853511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1853513.875000 Penalty: 4589.733398
	Iteration 32Q: 3 clusters Score -1853514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1853517.875000 Penalty: 4589.733398
	Iteration 33Q: 3 clusters Score -1853518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1853526.625000 Penalty: 4589.733398
	Iteration 34Q: 3 clusters Score -1853527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1853530.000000 Penalty: 4589.733398
	Iteration 35Q: 3 clusters Score -1853530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1853531.500000 Penalty: 4589.733398
	Iteration 36Q: 3 clusters Score -1853532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1853534.375000 Penalty: 4589.733398
	Iteration 37Q: 3 clusters Score -1853534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1853537.000000 Penalty: 4589.733398
	Iteration 38Q: 3 clusters Score -1853537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1853538.375000 Penalty: 4589.733398
	Iteration 39Q: 3 clusters Score -1853538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1853541.625000 Penalty: 4589.733398
	Iteration 40F: 3 clusters Score -1853542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1853544.875000 Penalty: 4589.733398
	Iteration 41Q: 3 clusters Score -1853545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1853548.000000 Penalty: 4589.733398
	Iteration 42Q: 3 clusters Score -1853548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1853547.750000 Penalty: 4589.733398
	Iteration 43Q: 3 clusters Score -1853548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1853547.750000 Penalty: 4589.733398
	Iteration 44Q: 3 clusters Score -1853548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1853553.375000 Penalty: 4589.733398
	Iteration 45Q: 3 clusters Score -1853553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1853557.000000 Penalty: 4589.733398
	Iteration 46Q: 3 clusters Score -1853557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1853557.250000 Penalty: 4589.733398
	Iteration 47Q: 3 clusters Score -1853557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1853556.625000 Penalty: 4589.733398
	Iteration 48Q: 3 clusters Score -1853557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1853556.625000 Penalty: 4589.733398
	Iteration 49F: 3 clusters Score -1853557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -106184.007812 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -106184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104536.375000 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -104536.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105184.929688 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -105184.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105529.187500 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -105529.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105743.570312 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -105743.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105840.671875 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -105840.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105918.203125 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -105918.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105981.859375 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -105981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106072.914062 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -106072.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106104.820312 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -106104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106128.859375 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -106128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106132.742188 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -106132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106134.960938 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -106135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106134.960938 Penalty: 3322.340820
	Iteration 12F: 3 clusters Score -106135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -262910.250000 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -262910.2 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 809 members 
Entering Unmasked Estep 
Score: -260624.843750 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -260624.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261276.187500 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -261276.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -261842.953125 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -261843 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -262452.718750 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -262452.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -263078.281250 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -263078.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263421.062500 Penalty: 3649.664062
	Iteration 5F: 3 clusters Score -263421.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263590.218750 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -263590.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -263678.125000 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -263678.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -263706.906250 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -263706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -263733.500000 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -263733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -263758.062500 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -263758.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263791.468750 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -263791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -263808.343750 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -263808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -263811.156250 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -263811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -263813.843750 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -263813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -263814.687500 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -263814.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -263814.687500 Penalty: 3649.664062
	Iteration 16F: 3 clusters Score -263814.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 45224 members 
Mstep: Class 3 contains 40885 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33724 members 
Mstep: Class 7 contains 50638 members 
Mstep: Class 8 contains 14075 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 10 contains 43708 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 50944 members 
Mstep: Class 15 contains 47505 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 45302 members 
Mstep: Class 19 contains 46158 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 33746 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 13688 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47551 members 
Mstep: Class 27 contains 46452 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 42717 members 
Mstep: Class 32 contains 49127 members 
Mstep: Class 33 contains 71416 members 
Mstep: Class 34 contains 56175 members 
Mstep: Class 35 contains 41059 members 
Mstep: Class 36 contains 37049 members 
Mstep: Class 37 contains 39480 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45954 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 1118 members 
Entering Unmasked Estep 
Score: -196414864.000000 Penalty: 141646.312500
Splitting cluster 30 changes total score from -196415264.000000 to -196414864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (42717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Entering Unmasked Estep 
Score: -7603138.000000 Penalty: 2644.263428
	Iteration 0F: 2 clusters Score -7603138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7574654.000000 Penalty: 5288.526855
	Iteration 0F: 3 clusters Score -7574654 nChanged 19721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -7585307.500000 Penalty: 5288.526855
	Iteration 1F: 3 clusters Score -7585308 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -7585822.500000 Penalty: 5288.526855
	Iteration 2Q: 3 clusters Score -7585822 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -7586346.000000 Penalty: 5288.526855
	Iteration 3Q: 3 clusters Score -7586346 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -7586852.500000 Penalty: 5288.526855
	Iteration 4Q: 3 clusters Score -7586852 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7587470.000000 Penalty: 5288.526855
	Iteration 5Q: 3 clusters Score -7587470 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -7588127.500000 Penalty: 5288.526855
	Iteration 6Q: 3 clusters Score -7588128 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -7588951.000000 Penalty: 5288.526855
	Iteration 7Q: 3 clusters Score -7588951 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -7589827.500000 Penalty: 5288.526855
	Iteration 8Q: 3 clusters Score -7589828 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -7590878.500000 Penalty: 5288.526855
	Iteration 9Q: 3 clusters Score -7590878 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -7592061.000000 Penalty: 5288.526855
	Iteration 10Q: 3 clusters Score -7592061 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -7593398.500000 Penalty: 5288.526855
	Iteration 11Q: 3 clusters Score -7593398 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -7594839.000000 Penalty: 5288.526855
	Iteration 12Q: 3 clusters Score -7594839 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -7596244.500000 Penalty: 5288.526855
	Iteration 13Q: 3 clusters Score -7596244 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -7597418.000000 Penalty: 5288.526855
	Iteration 14Q: 3 clusters Score -7597418 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -7598384.500000 Penalty: 5288.526855
	Iteration 15Q: 3 clusters Score -7598384 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7599109.000000 Penalty: 5288.526855
	Iteration 16Q: 3 clusters Score -7599109 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -7599645.500000 Penalty: 5288.526855
	Iteration 17Q: 3 clusters Score -7599646 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -7600082.000000 Penalty: 5288.526855
	Iteration 18Q: 3 clusters Score -7600082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7600337.000000 Penalty: 5288.526855
	Iteration 19Q: 3 clusters Score -7600337 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -7600534.000000 Penalty: 5288.526855
	Iteration 20F: 3 clusters Score -7600534 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -7600674.000000 Penalty: 5288.526855
	Iteration 21Q: 3 clusters Score -7600674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -7600773.500000 Penalty: 5288.526855
	Iteration 22Q: 3 clusters Score -7600774 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -7600849.000000 Penalty: 5288.526855
	Iteration 23Q: 3 clusters Score -7600849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -7600902.500000 Penalty: 5288.526855
	Iteration 24Q: 3 clusters Score -7600902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7600928.000000 Penalty: 5288.526855
	Iteration 25Q: 3 clusters Score -7600928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -7600974.000000 Penalty: 5288.526855
	Iteration 26Q: 3 clusters Score -7600974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -7600985.500000 Penalty: 5288.526855
	Iteration 27Q: 3 clusters Score -7600986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -7600995.500000 Penalty: 5288.526855
	Iteration 28Q: 3 clusters Score -7600996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -7600995.500000 Penalty: 5288.526855
	Iteration 29Q: 3 clusters Score -7600996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -7601013.000000 Penalty: 5288.526855
	Iteration 30Q: 3 clusters Score -7601013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -7601018.000000 Penalty: 5288.526855
	Iteration 31Q: 3 clusters Score -7601018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -7601021.500000 Penalty: 5288.526855
	Iteration 32Q: 3 clusters Score -7601022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -7601020.000000 Penalty: 5288.526855
	Iteration 33Q: 3 clusters Score -7601020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -7601025.500000 Penalty: 5288.526855
	Iteration 34Q: 3 clusters Score -7601026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -7601025.000000 Penalty: 5288.526855
	Iteration 35Q: 3 clusters Score -7601025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -7601031.000000 Penalty: 5288.526855
	Iteration 36Q: 3 clusters Score -7601031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -7601029.500000 Penalty: 5288.526855
	Iteration 37Q: 3 clusters Score -7601030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -7601037.000000 Penalty: 5288.526855
	Iteration 38Q: 3 clusters Score -7601037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -7601035.000000 Penalty: 5288.526855
	Iteration 39Q: 3 clusters Score -7601035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -7601036.000000 Penalty: 5288.526855
	Iteration 40F: 3 clusters Score -7601036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -7601046.500000 Penalty: 5288.526855
	Iteration 41Q: 3 clusters Score -7601046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -7601042.000000 Penalty: 5288.526855
	Iteration 42Q: 3 clusters Score -7601042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7601036.500000 Penalty: 5288.526855
	Iteration 43Q: 3 clusters Score -7601036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -7601044.500000 Penalty: 5288.526855
	Iteration 44Q: 3 clusters Score -7601044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -7601044.500000 Penalty: 5288.526855
	Iteration 45F: 3 clusters Score -7601044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (49127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Entering Unmasked Estep 
Score: -8729842.000000 Penalty: 2678.936768
	Iteration 0F: 2 clusters Score -8729842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -8698994.000000 Penalty: 5357.873535
	Iteration 0F: 3 clusters Score -8698994 nChanged 22607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8711822.000000 Penalty: 5357.873535
	Iteration 1F: 3 clusters Score -8711822 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -8712717.000000 Penalty: 5357.873535
	Iteration 2F: 3 clusters Score -8712717 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -8714182.000000 Penalty: 5357.873535
	Iteration 3F: 3 clusters Score -8714182 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -8716297.000000 Penalty: 5357.873535
	Iteration 4F: 3 clusters Score -8716297 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -8719135.000000 Penalty: 5357.873535
	Iteration 5F: 3 clusters Score -8719135 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8722143.000000 Penalty: 5357.873535
	Iteration 6F: 3 clusters Score -8722143 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -8724756.000000 Penalty: 5357.873535
	Iteration 7F: 3 clusters Score -8724756 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -8726278.000000 Penalty: 5357.873535
	Iteration 8Q: 3 clusters Score -8726278 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8726977.000000 Penalty: 5357.873535
	Iteration 9Q: 3 clusters Score -8726977 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8727339.000000 Penalty: 5357.873535
	Iteration 10Q: 3 clusters Score -8727339 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8727506.000000 Penalty: 5357.873535
	Iteration 11Q: 3 clusters Score -8727506 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8727629.000000 Penalty: 5357.873535
	Iteration 12Q: 3 clusters Score -8727629 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8727727.000000 Penalty: 5357.873535
	Iteration 13Q: 3 clusters Score -8727727 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8727755.000000 Penalty: 5357.873535
	Iteration 14Q: 3 clusters Score -8727755 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8727804.000000 Penalty: 5357.873535
	Iteration 15Q: 3 clusters Score -8727804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8727844.000000 Penalty: 5357.873535
	Iteration 16Q: 3 clusters Score -8727844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8727850.000000 Penalty: 5357.873535
	Iteration 17Q: 3 clusters Score -8727850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8727873.000000 Penalty: 5357.873535
	Iteration 18Q: 3 clusters Score -8727873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8727898.000000 Penalty: 5357.873535
	Iteration 19Q: 3 clusters Score -8727898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8727897.000000 Penalty: 5357.873535
	Iteration 20F: 3 clusters Score -8727897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8727889.000000 Penalty: 5357.873535
	Iteration 21Q: 3 clusters Score -8727889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8727898.000000 Penalty: 5357.873535
	Iteration 22Q: 3 clusters Score -8727898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8727913.000000 Penalty: 5357.873535
	Iteration 23Q: 3 clusters Score -8727913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8727920.000000 Penalty: 5357.873535
	Iteration 24Q: 3 clusters Score -8727920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8727913.000000 Penalty: 5357.873535
	Iteration 25Q: 3 clusters Score -8727913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8727928.000000 Penalty: 5357.873535
	Iteration 26Q: 3 clusters Score -8727928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8727945.000000 Penalty: 5357.873535
	Iteration 27Q: 3 clusters Score -8727945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8727948.000000 Penalty: 5357.873535
	Iteration 28Q: 3 clusters Score -8727948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8727952.000000 Penalty: 5357.873535
	Iteration 29Q: 3 clusters Score -8727952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8727953.000000 Penalty: 5357.873535
	Iteration 30Q: 3 clusters Score -8727953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8727954.000000 Penalty: 5357.873535
	Iteration 31Q: 3 clusters Score -8727954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8727957.000000 Penalty: 5357.873535
	Iteration 32Q: 3 clusters Score -8727957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8727944.000000 Penalty: 5357.873535
	Iteration 33Q: 3 clusters Score -8727944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8727959.000000 Penalty: 5357.873535
	Iteration 34Q: 3 clusters Score -8727959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8727955.000000 Penalty: 5357.873535
	Iteration 35Q: 3 clusters Score -8727955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8727945.000000 Penalty: 5357.873535
	Iteration 36Q: 3 clusters Score -8727945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8727953.000000 Penalty: 5357.873535
	Iteration 37Q: 3 clusters Score -8727953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8727948.000000 Penalty: 5357.873535
	Iteration 38Q: 3 clusters Score -8727948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8727953.000000 Penalty: 5357.873535
	Iteration 39Q: 3 clusters Score -8727953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8727949.000000 Penalty: 5357.873535
	Iteration 40F: 3 clusters Score -8727949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8727944.000000 Penalty: 5357.873535
	Iteration 41Q: 3 clusters Score -8727944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8727941.000000 Penalty: 5357.873535
	Iteration 42Q: 3 clusters Score -8727941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8727953.000000 Penalty: 5357.873535
	Iteration 43Q: 3 clusters Score -8727953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8727947.000000 Penalty: 5357.873535
	Iteration 44Q: 3 clusters Score -8727947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8727955.000000 Penalty: 5357.873535
	Iteration 45Q: 3 clusters Score -8727955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8727953.000000 Penalty: 5357.873535
	Iteration 46Q: 3 clusters Score -8727953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8727959.000000 Penalty: 5357.873535
	Iteration 47Q: 3 clusters Score -8727959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8727964.000000 Penalty: 5357.873535
	Iteration 48Q: 3 clusters Score -8727964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8727969.000000 Penalty: 5357.873535
	Iteration 49Q: 3 clusters Score -8727969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8727965.000000 Penalty: 5357.873535
	Iteration 50Q: 3 clusters Score -8727965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8727975.000000 Penalty: 5357.873535
	Iteration 51Q: 3 clusters Score -8727975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8727969.000000 Penalty: 5357.873535
	Iteration 52Q: 3 clusters Score -8727969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8727969.000000 Penalty: 5357.873535
	Iteration 53F: 3 clusters Score -8727969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Entering Unmasked Estep 
Score: -12570556.000000 Penalty: 2771.716797
	Iteration 0F: 2 clusters Score -1.257056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -12528183.000000 Penalty: 5543.433594
	Iteration 0F: 3 clusters Score -1.252818e+07 nChanged 33459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -12546948.000000 Penalty: 5543.433594
	Iteration 1F: 3 clusters Score -1.254695e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -12547669.000000 Penalty: 5543.433594
	Iteration 2Q: 3 clusters Score -1.254767e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -12548583.000000 Penalty: 5543.433594
	Iteration 3Q: 3 clusters Score -1.254858e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -12549812.000000 Penalty: 5543.433594
	Iteration 4Q: 3 clusters Score -1.254981e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -12551517.000000 Penalty: 5543.433594
	Iteration 5F: 3 clusters Score -1.255152e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -12553881.000000 Penalty: 5543.433594
	Iteration 6F: 3 clusters Score -1.255388e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -12556504.000000 Penalty: 5543.433594
	Iteration 7F: 3 clusters Score -1.25565e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -12559231.000000 Penalty: 5543.433594
	Iteration 8F: 3 clusters Score -1.255923e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -12561601.000000 Penalty: 5543.433594
	Iteration 9Q: 3 clusters Score -1.25616e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -12563296.000000 Penalty: 5543.433594
	Iteration 10Q: 3 clusters Score -1.25633e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -12564372.000000 Penalty: 5543.433594
	Iteration 11Q: 3 clusters Score -1.256437e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -12565013.000000 Penalty: 5543.433594
	Iteration 12Q: 3 clusters Score -1.256501e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -12565370.000000 Penalty: 5543.433594
	Iteration 13Q: 3 clusters Score -1.256537e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -12565546.000000 Penalty: 5543.433594
	Iteration 14Q: 3 clusters Score -1.256555e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -12565705.000000 Penalty: 5543.433594
	Iteration 15Q: 3 clusters Score -1.25657e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -12565774.000000 Penalty: 5543.433594
	Iteration 16Q: 3 clusters Score -1.256577e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -12565831.000000 Penalty: 5543.433594
	Iteration 17Q: 3 clusters Score -1.256583e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -12565968.000000 Penalty: 5543.433594
	Iteration 18Q: 3 clusters Score -1.256597e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -12566017.000000 Penalty: 5543.433594
	Iteration 19Q: 3 clusters Score -1.256602e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -12566073.000000 Penalty: 5543.433594
	Iteration 20F: 3 clusters Score -1.256607e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -12566191.000000 Penalty: 5543.433594
	Iteration 21Q: 3 clusters Score -1.256619e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -12566249.000000 Penalty: 5543.433594
	Iteration 22Q: 3 clusters Score -1.256625e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -12566302.000000 Penalty: 5543.433594
	Iteration 23Q: 3 clusters Score -1.25663e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -12566363.000000 Penalty: 5543.433594
	Iteration 24Q: 3 clusters Score -1.256636e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -12566432.000000 Penalty: 5543.433594
	Iteration 25Q: 3 clusters Score -1.256643e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -12566556.000000 Penalty: 5543.433594
	Iteration 26Q: 3 clusters Score -1.256656e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -12566605.000000 Penalty: 5543.433594
	Iteration 27Q: 3 clusters Score -1.25666e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -12566688.000000 Penalty: 5543.433594
	Iteration 28Q: 3 clusters Score -1.256669e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -12566758.000000 Penalty: 5543.433594
	Iteration 29Q: 3 clusters Score -1.256676e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -12566813.000000 Penalty: 5543.433594
	Iteration 30Q: 3 clusters Score -1.256681e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -12566905.000000 Penalty: 5543.433594
	Iteration 31Q: 3 clusters Score -1.25669e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -12566949.000000 Penalty: 5543.433594
	Iteration 32Q: 3 clusters Score -1.256695e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -12567023.000000 Penalty: 5543.433594
	Iteration 33Q: 3 clusters Score -1.256702e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -12567078.000000 Penalty: 5543.433594
	Iteration 34Q: 3 clusters Score -1.256708e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -12567078.000000 Penalty: 5543.433594
	Iteration 35Q: 3 clusters Score -1.256708e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -12567120.000000 Penalty: 5543.433594
	Iteration 36Q: 3 clusters Score -1.256712e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -12567145.000000 Penalty: 5543.433594
	Iteration 37Q: 3 clusters Score -1.256714e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -12567191.000000 Penalty: 5543.433594
	Iteration 38Q: 3 clusters Score -1.256719e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -12567227.000000 Penalty: 5543.433594
	Iteration 39Q: 3 clusters Score -1.256723e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -12567247.000000 Penalty: 5543.433594
	Iteration 40F: 3 clusters Score -1.256725e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -12567274.000000 Penalty: 5543.433594
	Iteration 41Q: 3 clusters Score -1.256727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -12567302.000000 Penalty: 5543.433594
	Iteration 42Q: 3 clusters Score -1.25673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -12567311.000000 Penalty: 5543.433594
	Iteration 43Q: 3 clusters Score -1.256731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -12567317.000000 Penalty: 5543.433594
	Iteration 44Q: 3 clusters Score -1.256732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -12567348.000000 Penalty: 5543.433594
	Iteration 45Q: 3 clusters Score -1.256735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -12567339.000000 Penalty: 5543.433594
	Iteration 46Q: 3 clusters Score -1.256734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -12567346.000000 Penalty: 5543.433594
	Iteration 47Q: 3 clusters Score -1.256735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -12567352.000000 Penalty: 5543.433594
	Iteration 48Q: 3 clusters Score -1.256735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -12567362.000000 Penalty: 5543.433594
	Iteration 49Q: 3 clusters Score -1.256736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -12567379.000000 Penalty: 5543.433594
	Iteration 50Q: 3 clusters Score -1.256738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -12567384.000000 Penalty: 5543.433594
	Iteration 51Q: 3 clusters Score -1.256738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -12567403.000000 Penalty: 5543.433594
	Iteration 52Q: 3 clusters Score -1.25674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -12567407.000000 Penalty: 5543.433594
	Iteration 53Q: 3 clusters Score -1.256741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -12567412.000000 Penalty: 5543.433594
	Iteration 54Q: 3 clusters Score -1.256741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -12567417.000000 Penalty: 5543.433594
	Iteration 55Q: 3 clusters Score -1.256742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -12567422.000000 Penalty: 5543.433594
	Iteration 56Q: 3 clusters Score -1.256742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -12567427.000000 Penalty: 5543.433594
	Iteration 57Q: 3 clusters Score -1.256743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -12567444.000000 Penalty: 5543.433594
	Iteration 58Q: 3 clusters Score -1.256744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -12567459.000000 Penalty: 5543.433594
	Iteration 59Q: 3 clusters Score -1.256746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -12567465.000000 Penalty: 5543.433594
	Iteration 60F: 3 clusters Score -1.256746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -12567453.000000 Penalty: 5543.433594
	Iteration 61Q: 3 clusters Score -1.256745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -12567467.000000 Penalty: 5543.433594
	Iteration 62Q: 3 clusters Score -1.256747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -12567467.000000 Penalty: 5543.433594
	Iteration 63F: 3 clusters Score -1.256747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (56175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Entering Unmasked Estep 
Score: -10114175.000000 Penalty: 2712.184326
	Iteration 0F: 2 clusters Score -1.011418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -10083552.000000 Penalty: 5424.368652
	Iteration 0F: 3 clusters Score -1.008355e+07 nChanged 25879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -10097800.000000 Penalty: 5424.368652
	Iteration 1F: 3 clusters Score -1.00978e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -10098281.000000 Penalty: 5424.368652
	Iteration 2Q: 3 clusters Score -1.009828e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -10098768.000000 Penalty: 5424.368652
	Iteration 3Q: 3 clusters Score -1.009877e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -10099259.000000 Penalty: 5424.368652
	Iteration 4Q: 3 clusters Score -1.009926e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -10099666.000000 Penalty: 5424.368652
	Iteration 5Q: 3 clusters Score -1.009967e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -10100243.000000 Penalty: 5424.368652
	Iteration 6Q: 3 clusters Score -1.010024e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -10100902.000000 Penalty: 5424.368652
	Iteration 7Q: 3 clusters Score -1.01009e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -10101822.000000 Penalty: 5424.368652
	Iteration 8Q: 3 clusters Score -1.010182e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -10102994.000000 Penalty: 5424.368652
	Iteration 9Q: 3 clusters Score -1.010299e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -10104215.000000 Penalty: 5424.368652
	Iteration 10Q: 3 clusters Score -1.010422e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -10105655.000000 Penalty: 5424.368652
	Iteration 11F: 3 clusters Score -1.010566e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -10106820.000000 Penalty: 5424.368652
	Iteration 12Q: 3 clusters Score -1.010682e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -10107668.000000 Penalty: 5424.368652
	Iteration 13Q: 3 clusters Score -1.010767e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -10108302.000000 Penalty: 5424.368652
	Iteration 14Q: 3 clusters Score -1.01083e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -10108958.000000 Penalty: 5424.368652
	Iteration 15Q: 3 clusters Score -1.010896e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -10109580.000000 Penalty: 5424.368652
	Iteration 16Q: 3 clusters Score -1.010958e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -10110089.000000 Penalty: 5424.368652
	Iteration 17Q: 3 clusters Score -1.011009e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -10110475.000000 Penalty: 5424.368652
	Iteration 18Q: 3 clusters Score -1.011048e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -10110815.000000 Penalty: 5424.368652
	Iteration 19Q: 3 clusters Score -1.011082e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -10111049.000000 Penalty: 5424.368652
	Iteration 20F: 3 clusters Score -1.011105e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -10111287.000000 Penalty: 5424.368652
	Iteration 21Q: 3 clusters Score -1.011129e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -10111473.000000 Penalty: 5424.368652
	Iteration 22Q: 3 clusters Score -1.011147e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -10111671.000000 Penalty: 5424.368652
	Iteration 23Q: 3 clusters Score -1.011167e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -10111837.000000 Penalty: 5424.368652
	Iteration 24Q: 3 clusters Score -1.011184e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -10112049.000000 Penalty: 5424.368652
	Iteration 25Q: 3 clusters Score -1.011205e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -10112223.000000 Penalty: 5424.368652
	Iteration 26Q: 3 clusters Score -1.011222e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -10112333.000000 Penalty: 5424.368652
	Iteration 27Q: 3 clusters Score -1.011233e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -10112460.000000 Penalty: 5424.368652
	Iteration 28Q: 3 clusters Score -1.011246e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -10112654.000000 Penalty: 5424.368652
	Iteration 29Q: 3 clusters Score -1.011265e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -10112853.000000 Penalty: 5424.368652
	Iteration 30Q: 3 clusters Score -1.011285e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -10113035.000000 Penalty: 5424.368652
	Iteration 31Q: 3 clusters Score -1.011304e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -10113250.000000 Penalty: 5424.368652
	Iteration 32Q: 3 clusters Score -1.011325e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -10113461.000000 Penalty: 5424.368652
	Iteration 33Q: 3 clusters Score -1.011346e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -10113670.000000 Penalty: 5424.368652
	Iteration 34Q: 3 clusters Score -1.011367e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -10113923.000000 Penalty: 5424.368652
	Iteration 35Q: 3 clusters Score -1.011392e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -10114112.000000 Penalty: 5424.368652
	Iteration 36Q: 3 clusters Score -1.011411e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -10114295.000000 Penalty: 5424.368652
	Iteration 37Q: 3 clusters Score -1.01143e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -10114478.000000 Penalty: 5424.368652
	Iteration 38Q: 3 clusters Score -1.011448e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -10114582.000000 Penalty: 5424.368652
	Iteration 39Q: 3 clusters Score -1.011458e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -10114733.000000 Penalty: 5424.368652
	Iteration 40F: 3 clusters Score -1.011473e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -10114964.000000 Penalty: 5424.368652
	Iteration 41Q: 3 clusters Score -1.011496e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -10115146.000000 Penalty: 5424.368652
	Iteration 42Q: 3 clusters Score -1.011515e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -10115366.000000 Penalty: 5424.368652
	Iteration 43Q: 3 clusters Score -1.011537e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -10115541.000000 Penalty: 5424.368652
	Iteration 44Q: 3 clusters Score -1.011554e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -10115666.000000 Penalty: 5424.368652
	Iteration 45Q: 3 clusters Score -1.011567e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -10115787.000000 Penalty: 5424.368652
	Iteration 46Q: 3 clusters Score -1.011579e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -10115875.000000 Penalty: 5424.368652
	Iteration 47Q: 3 clusters Score -1.011588e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -10115932.000000 Penalty: 5424.368652
	Iteration 48Q: 3 clusters Score -1.011593e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -10115970.000000 Penalty: 5424.368652
	Iteration 49Q: 3 clusters Score -1.011597e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -10116046.000000 Penalty: 5424.368652
	Iteration 50Q: 3 clusters Score -1.011605e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -10116086.000000 Penalty: 5424.368652
	Iteration 51Q: 3 clusters Score -1.011609e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -10116096.000000 Penalty: 5424.368652
	Iteration 52Q: 3 clusters Score -1.01161e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -10116116.000000 Penalty: 5424.368652
	Iteration 53Q: 3 clusters Score -1.011612e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -10116148.000000 Penalty: 5424.368652
	Iteration 54Q: 3 clusters Score -1.011615e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -10116174.000000 Penalty: 5424.368652
	Iteration 55Q: 3 clusters Score -1.011617e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -10116182.000000 Penalty: 5424.368652
	Iteration 56Q: 3 clusters Score -1.011618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -10116209.000000 Penalty: 5424.368652
	Iteration 57Q: 3 clusters Score -1.011621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -10116235.000000 Penalty: 5424.368652
	Iteration 58Q: 3 clusters Score -1.011624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -10116244.000000 Penalty: 5424.368652
	Iteration 59Q: 3 clusters Score -1.011624e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -10116236.000000 Penalty: 5424.368652
	Iteration 60F: 3 clusters Score -1.011624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -10116230.000000 Penalty: 5424.368652
	Iteration 61Q: 3 clusters Score -1.011623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -10116241.000000 Penalty: 5424.368652
	Iteration 62Q: 3 clusters Score -1.011624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -10116254.000000 Penalty: 5424.368652
	Iteration 63Q: 3 clusters Score -1.011625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -10116252.000000 Penalty: 5424.368652
	Iteration 64Q: 3 clusters Score -1.011625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -10116257.000000 Penalty: 5424.368652
	Iteration 65Q: 3 clusters Score -1.011626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -10116275.000000 Penalty: 5424.368652
	Iteration 66Q: 3 clusters Score -1.011628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -10116285.000000 Penalty: 5424.368652
	Iteration 67Q: 3 clusters Score -1.011628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -10116295.000000 Penalty: 5424.368652
	Iteration 68Q: 3 clusters Score -1.01163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -10116305.000000 Penalty: 5424.368652
	Iteration 69Q: 3 clusters Score -1.01163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -10116308.000000 Penalty: 5424.368652
	Iteration 70Q: 3 clusters Score -1.011631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -10116307.000000 Penalty: 5424.368652
	Iteration 71Q: 3 clusters Score -1.011631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -10116307.000000 Penalty: 5424.368652
	Iteration 72Q: 3 clusters Score -1.011631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -10116322.000000 Penalty: 5424.368652
	Iteration 73Q: 3 clusters Score -1.011632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -10116317.000000 Penalty: 5424.368652
	Iteration 74Q: 3 clusters Score -1.011632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -10116323.000000 Penalty: 5424.368652
	Iteration 75Q: 3 clusters Score -1.011632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -10116319.000000 Penalty: 5424.368652
	Iteration 76Q: 3 clusters Score -1.011632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -10116322.000000 Penalty: 5424.368652
	Iteration 77Q: 3 clusters Score -1.011632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -10116315.000000 Penalty: 5424.368652
	Iteration 78Q: 3 clusters Score -1.011632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -10116319.000000 Penalty: 5424.368652
	Iteration 79Q: 3 clusters Score -1.011632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -10116318.000000 Penalty: 5424.368652
	Iteration 80F: 3 clusters Score -1.011632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -10116323.000000 Penalty: 5424.368652
	Iteration 81Q: 3 clusters Score -1.011632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -10116320.000000 Penalty: 5424.368652
	Iteration 82Q: 3 clusters Score -1.011632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -10116321.000000 Penalty: 5424.368652
	Iteration 83Q: 3 clusters Score -1.011632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -10116322.000000 Penalty: 5424.368652
	Iteration 84Q: 3 clusters Score -1.011632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -10116318.000000 Penalty: 5424.368652
	Iteration 85Q: 3 clusters Score -1.011632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -10116317.000000 Penalty: 5424.368652
	Iteration 86Q: 3 clusters Score -1.011632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -10116320.000000 Penalty: 5424.368652
	Iteration 87Q: 3 clusters Score -1.011632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -10116316.000000 Penalty: 5424.368652
	Iteration 88Q: 3 clusters Score -1.011632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -10116317.000000 Penalty: 5424.368652
	Iteration 89Q: 3 clusters Score -1.011632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -10116319.000000 Penalty: 5424.368652
	Iteration 90Q: 3 clusters Score -1.011632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -10116318.000000 Penalty: 5424.368652
	Iteration 91Q: 3 clusters Score -1.011632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -10116318.000000 Penalty: 5424.368652
	Iteration 92F: 3 clusters Score -1.011632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 45224 members 
Mstep: Class 3 contains 40885 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33724 members 
Mstep: Class 7 contains 50638 members 
Mstep: Class 8 contains 14075 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 10 contains 43708 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 50944 members 
Mstep: Class 15 contains 47505 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 45302 members 
Mstep: Class 19 contains 46158 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 33746 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 13688 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47551 members 
Mstep: Class 27 contains 46452 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42717 members 
Mstep: Class 32 contains 49127 members 
Mstep: Class 33 contains 71416 members 
Mstep: Class 34 contains 12574 members 
Mstep: Class 35 contains 41059 members 
Mstep: Class 36 contains 37049 members 
Mstep: Class 37 contains 39480 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45954 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 43601 members 
Entering Unmasked Estep 
Score: -196415904.000000 Penalty: 141646.312500
Splitting cluster 34 changes total score from -196415264.000000 to -196415904.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 35 (41059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Entering Unmasked Estep 
Score: -7372016.000000 Penalty: 2634.445801
	Iteration 0F: 2 clusters Score -7372016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7344818.500000 Penalty: 5268.891602
	Iteration 0F: 3 clusters Score -7344818 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -7355092.500000 Penalty: 5268.891602
	Iteration 1F: 3 clusters Score -7355092 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -7355632.500000 Penalty: 5268.891602
	Iteration 2Q: 3 clusters Score -7355632 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -7356245.500000 Penalty: 5268.891602
	Iteration 3Q: 3 clusters Score -7356246 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -7356883.500000 Penalty: 5268.891602
	Iteration 4Q: 3 clusters Score -7356884 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7357645.500000 Penalty: 5268.891602
	Iteration 5Q: 3 clusters Score -7357646 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7358646.000000 Penalty: 5268.891602
	Iteration 6Q: 3 clusters Score -7358646 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -7359892.000000 Penalty: 5268.891602
	Iteration 7F: 3 clusters Score -7359892 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -7361423.000000 Penalty: 5268.891602
	Iteration 8F: 3 clusters Score -7361423 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -7363055.000000 Penalty: 5268.891602
	Iteration 9F: 3 clusters Score -7363055 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7364332.000000 Penalty: 5268.891602
	Iteration 10F: 3 clusters Score -7364332 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -7365200.500000 Penalty: 5268.891602
	Iteration 11Q: 3 clusters Score -7365200 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -7365580.500000 Penalty: 5268.891602
	Iteration 12Q: 3 clusters Score -7365580 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7365774.500000 Penalty: 5268.891602
	Iteration 13Q: 3 clusters Score -7365774 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -7365881.500000 Penalty: 5268.891602
	Iteration 14Q: 3 clusters Score -7365882 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -7366006.500000 Penalty: 5268.891602
	Iteration 15Q: 3 clusters Score -7366006 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -7366103.500000 Penalty: 5268.891602
	Iteration 16Q: 3 clusters Score -7366104 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7366211.000000 Penalty: 5268.891602
	Iteration 17Q: 3 clusters Score -7366211 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -7366257.000000 Penalty: 5268.891602
	Iteration 18Q: 3 clusters Score -7366257 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7366338.500000 Penalty: 5268.891602
	Iteration 19Q: 3 clusters Score -7366338 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -7366371.000000 Penalty: 5268.891602
	Iteration 20F: 3 clusters Score -7366371 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -7366457.000000 Penalty: 5268.891602
	Iteration 21Q: 3 clusters Score -7366457 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7366557.000000 Penalty: 5268.891602
	Iteration 22Q: 3 clusters Score -7366557 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7366607.500000 Penalty: 5268.891602
	Iteration 23Q: 3 clusters Score -7366608 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -7366641.500000 Penalty: 5268.891602
	Iteration 24Q: 3 clusters Score -7366642 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -7366710.500000 Penalty: 5268.891602
	Iteration 25Q: 3 clusters Score -7366710 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7366771.500000 Penalty: 5268.891602
	Iteration 26Q: 3 clusters Score -7366772 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -7366808.000000 Penalty: 5268.891602
	Iteration 27Q: 3 clusters Score -7366808 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -7366846.500000 Penalty: 5268.891602
	Iteration 28Q: 3 clusters Score -7366846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7366854.000000 Penalty: 5268.891602
	Iteration 29Q: 3 clusters Score -7366854 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -7366892.000000 Penalty: 5268.891602
	Iteration 30Q: 3 clusters Score -7366892 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -7366915.000000 Penalty: 5268.891602
	Iteration 31Q: 3 clusters Score -7366915 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -7366954.500000 Penalty: 5268.891602
	Iteration 32Q: 3 clusters Score -7366954 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -7366982.000000 Penalty: 5268.891602
	Iteration 33Q: 3 clusters Score -7366982 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -7367002.000000 Penalty: 5268.891602
	Iteration 34Q: 3 clusters Score -7367002 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -7367000.500000 Penalty: 5268.891602
	Iteration 35Q: 3 clusters Score -7367000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -7367004.500000 Penalty: 5268.891602
	Iteration 36Q: 3 clusters Score -7367004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -7367012.000000 Penalty: 5268.891602
	Iteration 37Q: 3 clusters Score -7367012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -7367027.000000 Penalty: 5268.891602
	Iteration 38Q: 3 clusters Score -7367027 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -7367054.500000 Penalty: 5268.891602
	Iteration 39Q: 3 clusters Score -7367054 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -7367069.500000 Penalty: 5268.891602
	Iteration 40F: 3 clusters Score -7367070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -7367080.000000 Penalty: 5268.891602
	Iteration 41Q: 3 clusters Score -7367080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -7367073.000000 Penalty: 5268.891602
	Iteration 42Q: 3 clusters Score -7367073 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -7367096.000000 Penalty: 5268.891602
	Iteration 43Q: 3 clusters Score -7367096 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -7367118.000000 Penalty: 5268.891602
	Iteration 44Q: 3 clusters Score -7367118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -7367105.000000 Penalty: 5268.891602
	Iteration 45Q: 3 clusters Score -7367105 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -7367127.500000 Penalty: 5268.891602
	Iteration 46Q: 3 clusters Score -7367128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -7367145.500000 Penalty: 5268.891602
	Iteration 47Q: 3 clusters Score -7367146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -7367177.000000 Penalty: 5268.891602
	Iteration 48Q: 3 clusters Score -7367177 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -7367203.500000 Penalty: 5268.891602
	Iteration 49Q: 3 clusters Score -7367204 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -7367227.000000 Penalty: 5268.891602
	Iteration 50Q: 3 clusters Score -7367227 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -7367247.500000 Penalty: 5268.891602
	Iteration 51Q: 3 clusters Score -7367248 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -7367245.000000 Penalty: 5268.891602
	Iteration 52Q: 3 clusters Score -7367245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -7367251.000000 Penalty: 5268.891602
	Iteration 53Q: 3 clusters Score -7367251 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -7367288.000000 Penalty: 5268.891602
	Iteration 54Q: 3 clusters Score -7367288 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -7367315.000000 Penalty: 5268.891602
	Iteration 55Q: 3 clusters Score -7367315 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -7367319.500000 Penalty: 5268.891602
	Iteration 56Q: 3 clusters Score -7367320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -7367326.000000 Penalty: 5268.891602
	Iteration 57Q: 3 clusters Score -7367326 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -7367356.000000 Penalty: 5268.891602
	Iteration 58Q: 3 clusters Score -7367356 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -7367408.500000 Penalty: 5268.891602
	Iteration 59Q: 3 clusters Score -7367408 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -7367432.500000 Penalty: 5268.891602
	Iteration 60F: 3 clusters Score -7367432 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -7367452.500000 Penalty: 5268.891602
	Iteration 61Q: 3 clusters Score -7367452 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -7367491.000000 Penalty: 5268.891602
	Iteration 62Q: 3 clusters Score -7367491 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -7367516.000000 Penalty: 5268.891602
	Iteration 63Q: 3 clusters Score -7367516 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -7367558.000000 Penalty: 5268.891602
	Iteration 64Q: 3 clusters Score -7367558 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -7367592.500000 Penalty: 5268.891602
	Iteration 65Q: 3 clusters Score -7367592 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -7367626.500000 Penalty: 5268.891602
	Iteration 66Q: 3 clusters Score -7367626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -7367675.500000 Penalty: 5268.891602
	Iteration 67Q: 3 clusters Score -7367676 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -7367720.500000 Penalty: 5268.891602
	Iteration 68Q: 3 clusters Score -7367720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -7367772.500000 Penalty: 5268.891602
	Iteration 69Q: 3 clusters Score -7367772 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -7367813.000000 Penalty: 5268.891602
	Iteration 70Q: 3 clusters Score -7367813 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -7367861.500000 Penalty: 5268.891602
	Iteration 71Q: 3 clusters Score -7367862 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -7367956.000000 Penalty: 5268.891602
	Iteration 72Q: 3 clusters Score -7367956 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -7368025.500000 Penalty: 5268.891602
	Iteration 73Q: 3 clusters Score -7368026 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -7368079.000000 Penalty: 5268.891602
	Iteration 74Q: 3 clusters Score -7368079 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -7368143.000000 Penalty: 5268.891602
	Iteration 75Q: 3 clusters Score -7368143 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -7368205.000000 Penalty: 5268.891602
	Iteration 76Q: 3 clusters Score -7368205 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -7368265.500000 Penalty: 5268.891602
	Iteration 77Q: 3 clusters Score -7368266 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -7368373.500000 Penalty: 5268.891602
	Iteration 78Q: 3 clusters Score -7368374 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -7368438.500000 Penalty: 5268.891602
	Iteration 79Q: 3 clusters Score -7368438 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -7368539.000000 Penalty: 5268.891602
	Iteration 80F: 3 clusters Score -7368539 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -7368649.500000 Penalty: 5268.891602
	Iteration 81Q: 3 clusters Score -7368650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -7368772.500000 Penalty: 5268.891602
	Iteration 82Q: 3 clusters Score -7368772 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -7368924.500000 Penalty: 5268.891602
	Iteration 83Q: 3 clusters Score -7368924 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -7369013.500000 Penalty: 5268.891602
	Iteration 84Q: 3 clusters Score -7369014 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7369163.000000 Penalty: 5268.891602
	Iteration 85Q: 3 clusters Score -7369163 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -7369260.000000 Penalty: 5268.891602
	Iteration 86Q: 3 clusters Score -7369260 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7369407.500000 Penalty: 5268.891602
	Iteration 87Q: 3 clusters Score -7369408 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7369527.500000 Penalty: 5268.891602
	Iteration 88Q: 3 clusters Score -7369528 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7369659.500000 Penalty: 5268.891602
	Iteration 89Q: 3 clusters Score -7369660 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7369803.000000 Penalty: 5268.891602
	Iteration 90Q: 3 clusters Score -7369803 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -7369925.500000 Penalty: 5268.891602
	Iteration 91Q: 3 clusters Score -7369926 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7370061.500000 Penalty: 5268.891602
	Iteration 92Q: 3 clusters Score -7370062 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7370212.500000 Penalty: 5268.891602
	Iteration 93Q: 3 clusters Score -7370212 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7370367.000000 Penalty: 5268.891602
	Iteration 94Q: 3 clusters Score -7370367 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -7370451.000000 Penalty: 5268.891602
	Iteration 95Q: 3 clusters Score -7370451 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7370515.500000 Penalty: 5268.891602
	Iteration 96Q: 3 clusters Score -7370516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7370549.500000 Penalty: 5268.891602
	Iteration 97Q: 3 clusters Score -7370550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7370573.500000 Penalty: 5268.891602
	Iteration 98Q: 3 clusters Score -7370574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7370589.000000 Penalty: 5268.891602
	Iteration 99Q: 3 clusters Score -7370589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7370608.500000 Penalty: 5268.891602
	Iteration 100F: 3 clusters Score -7370608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7370604.000000 Penalty: 5268.891602
	Iteration 101Q: 3 clusters Score -7370604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7370598.500000 Penalty: 5268.891602
	Iteration 102Q: 3 clusters Score -7370598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7370594.500000 Penalty: 5268.891602
	Iteration 103Q: 3 clusters Score -7370594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7370605.500000 Penalty: 5268.891602
	Iteration 104Q: 3 clusters Score -7370606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7370617.500000 Penalty: 5268.891602
	Iteration 105Q: 3 clusters Score -7370618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7370616.500000 Penalty: 5268.891602
	Iteration 106Q: 3 clusters Score -7370616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7370623.000000 Penalty: 5268.891602
	Iteration 107Q: 3 clusters Score -7370623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7370614.000000 Penalty: 5268.891602
	Iteration 108Q: 3 clusters Score -7370614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7370618.500000 Penalty: 5268.891602
	Iteration 109Q: 3 clusters Score -7370618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7370615.000000 Penalty: 5268.891602
	Iteration 110Q: 3 clusters Score -7370615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7370618.000000 Penalty: 5268.891602
	Iteration 111Q: 3 clusters Score -7370618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7370618.500000 Penalty: 5268.891602
	Iteration 112Q: 3 clusters Score -7370618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7370620.500000 Penalty: 5268.891602
	Iteration 113Q: 3 clusters Score -7370620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7370620.500000 Penalty: 5268.891602
	Iteration 114F: 3 clusters Score -7370620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Entering Unmasked Estep 
Score: -6671631.000000 Penalty: 2608.959229
	Iteration 0F: 2 clusters Score -6671631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -6646542.000000 Penalty: 5217.918457
	Iteration 0F: 3 clusters Score -6646542 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6655725.000000 Penalty: 5217.918457
	Iteration 1F: 3 clusters Score -6655725 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -6656331.000000 Penalty: 5217.918457
	Iteration 2Q: 3 clusters Score -6656331 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -6656981.000000 Penalty: 5217.918457
	Iteration 3Q: 3 clusters Score -6656981 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -6657847.000000 Penalty: 5217.918457
	Iteration 4F: 3 clusters Score -6657847 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -6659041.000000 Penalty: 5217.918457
	Iteration 5F: 3 clusters Score -6659041 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -6660789.000000 Penalty: 5217.918457
	Iteration 6F: 3 clusters Score -6660789 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6663118.000000 Penalty: 5217.918457
	Iteration 7F: 3 clusters Score -6663118 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -6665517.000000 Penalty: 5217.918457
	Iteration 8F: 3 clusters Score -6665517 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6667300.000000 Penalty: 5217.918457
	Iteration 9F: 3 clusters Score -6667300 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -6668293.000000 Penalty: 5217.918457
	Iteration 10Q: 3 clusters Score -6668293 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -6668785.000000 Penalty: 5217.918457
	Iteration 11Q: 3 clusters Score -6668785 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -6669058.000000 Penalty: 5217.918457
	Iteration 12Q: 3 clusters Score -6669058 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -6669199.000000 Penalty: 5217.918457
	Iteration 13Q: 3 clusters Score -6669199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -6669276.500000 Penalty: 5217.918457
	Iteration 14Q: 3 clusters Score -6669276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -6669330.500000 Penalty: 5217.918457
	Iteration 15Q: 3 clusters Score -6669330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -6669367.500000 Penalty: 5217.918457
	Iteration 16Q: 3 clusters Score -6669368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -6669404.000000 Penalty: 5217.918457
	Iteration 17Q: 3 clusters Score -6669404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6669447.500000 Penalty: 5217.918457
	Iteration 18Q: 3 clusters Score -6669448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -6669472.500000 Penalty: 5217.918457
	Iteration 19Q: 3 clusters Score -6669472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -6669493.000000 Penalty: 5217.918457
	Iteration 20F: 3 clusters Score -6669493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -6669500.500000 Penalty: 5217.918457
	Iteration 21Q: 3 clusters Score -6669500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -6669515.500000 Penalty: 5217.918457
	Iteration 22Q: 3 clusters Score -6669516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -6669516.500000 Penalty: 5217.918457
	Iteration 23Q: 3 clusters Score -6669516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -6669534.000000 Penalty: 5217.918457
	Iteration 24Q: 3 clusters Score -6669534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -6669526.500000 Penalty: 5217.918457
	Iteration 25Q: 3 clusters Score -6669526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -6669546.500000 Penalty: 5217.918457
	Iteration 26Q: 3 clusters Score -6669546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -6669545.000000 Penalty: 5217.918457
	Iteration 27Q: 3 clusters Score -6669545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -6669548.000000 Penalty: 5217.918457
	Iteration 28Q: 3 clusters Score -6669548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -6669553.500000 Penalty: 5217.918457
	Iteration 29Q: 3 clusters Score -6669554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -6669544.500000 Penalty: 5217.918457
	Iteration 30Q: 3 clusters Score -6669544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -6669555.000000 Penalty: 5217.918457
	Iteration 31Q: 3 clusters Score -6669555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -6669555.000000 Penalty: 5217.918457
	Iteration 32F: 3 clusters Score -6669555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (39480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Entering Unmasked Estep 
Score: -7005173.000000 Penalty: 2624.720215
	Iteration 0F: 2 clusters Score -7005173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -6978489.500000 Penalty: 5249.440430
	Iteration 0F: 3 clusters Score -6978490 nChanged 17993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -6988292.500000 Penalty: 5249.440430
	Iteration 1F: 3 clusters Score -6988292 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -6988842.000000 Penalty: 5249.440430
	Iteration 2Q: 3 clusters Score -6988842 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -6989454.000000 Penalty: 5249.440430
	Iteration 3Q: 3 clusters Score -6989454 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -6990295.000000 Penalty: 5249.440430
	Iteration 4Q: 3 clusters Score -6990295 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -6991467.500000 Penalty: 5249.440430
	Iteration 5F: 3 clusters Score -6991468 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -6993303.500000 Penalty: 5249.440430
	Iteration 6F: 3 clusters Score -6993304 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -6995653.500000 Penalty: 5249.440430
	Iteration 7F: 3 clusters Score -6995654 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -6998139.000000 Penalty: 5249.440430
	Iteration 8F: 3 clusters Score -6998139 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -7000198.500000 Penalty: 5249.440430
	Iteration 9F: 3 clusters Score -7000198 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7001597.000000 Penalty: 5249.440430
	Iteration 10Q: 3 clusters Score -7001597 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7002317.500000 Penalty: 5249.440430
	Iteration 11Q: 3 clusters Score -7002318 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7002701.000000 Penalty: 5249.440430
	Iteration 12Q: 3 clusters Score -7002701 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7002879.500000 Penalty: 5249.440430
	Iteration 13Q: 3 clusters Score -7002880 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7002991.500000 Penalty: 5249.440430
	Iteration 14Q: 3 clusters Score -7002992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7003082.500000 Penalty: 5249.440430
	Iteration 15Q: 3 clusters Score -7003082 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7003115.500000 Penalty: 5249.440430
	Iteration 16Q: 3 clusters Score -7003116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7003145.500000 Penalty: 5249.440430
	Iteration 17Q: 3 clusters Score -7003146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7003173.500000 Penalty: 5249.440430
	Iteration 18Q: 3 clusters Score -7003174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7003181.000000 Penalty: 5249.440430
	Iteration 19Q: 3 clusters Score -7003181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7003194.000000 Penalty: 5249.440430
	Iteration 20F: 3 clusters Score -7003194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7003205.500000 Penalty: 5249.440430
	Iteration 21Q: 3 clusters Score -7003206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7003214.500000 Penalty: 5249.440430
	Iteration 22Q: 3 clusters Score -7003214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7003220.500000 Penalty: 5249.440430
	Iteration 23Q: 3 clusters Score -7003220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7003224.500000 Penalty: 5249.440430
	Iteration 24Q: 3 clusters Score -7003224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7003227.500000 Penalty: 5249.440430
	Iteration 25Q: 3 clusters Score -7003228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7003227.500000 Penalty: 5249.440430
	Iteration 26Q: 3 clusters Score -7003228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7003224.500000 Penalty: 5249.440430
	Iteration 27Q: 3 clusters Score -7003224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7003217.000000 Penalty: 5249.440430
	Iteration 28Q: 3 clusters Score -7003217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7003217.000000 Penalty: 5249.440430
	Iteration 29F: 3 clusters Score -7003217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 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 145 members 
Entering Unmasked Estep 
Score: -20568.664062 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20568.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20739.558594 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20739.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20805.886719 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20805.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20829.466797 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20829.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20878.410156 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20878.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20896.625000 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20896.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20909.302734 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -20909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20933.328125 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -20933.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20938.919922 Penalty: 2808.828369
	Iteration 8Q: 3 clusters Score -20938.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20940.480469 Penalty: 2808.828369
	Iteration 9Q: 3 clusters Score -20940.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20940.480469 Penalty: 2808.828369
	Iteration 10F: 3 clusters Score -20940.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (45954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Entering Unmasked Estep 
Score: -8189720.500000 Penalty: 2662.378418
	Iteration 0F: 2 clusters Score -8189720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -8160165.000000 Penalty: 5324.756836
	Iteration 0F: 3 clusters Score -8160165 nChanged 21158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -8171675.000000 Penalty: 5324.756836
	Iteration 1F: 3 clusters Score -8171675 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -8172187.000000 Penalty: 5324.756836
	Iteration 2Q: 3 clusters Score -8172187 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -8172665.500000 Penalty: 5324.756836
	Iteration 3Q: 3 clusters Score -8172666 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -8173115.000000 Penalty: 5324.756836
	Iteration 4Q: 3 clusters Score -8173115 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -8173599.000000 Penalty: 5324.756836
	Iteration 5Q: 3 clusters Score -8173599 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -8174232.000000 Penalty: 5324.756836
	Iteration 6Q: 3 clusters Score -8174232 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -8175046.500000 Penalty: 5324.756836
	Iteration 7Q: 3 clusters Score -8175046 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -8176044.000000 Penalty: 5324.756836
	Iteration 8Q: 3 clusters Score -8176044 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -8177248.500000 Penalty: 5324.756836
	Iteration 9Q: 3 clusters Score -8177248 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -8178827.500000 Penalty: 5324.756836
	Iteration 10F: 3 clusters Score -8178828 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -8180450.000000 Penalty: 5324.756836
	Iteration 11F: 3 clusters Score -8180450 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -8181733.500000 Penalty: 5324.756836
	Iteration 12Q: 3 clusters Score -8181734 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -8182558.500000 Penalty: 5324.756836
	Iteration 13Q: 3 clusters Score -8182558 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -8182993.000000 Penalty: 5324.756836
	Iteration 14Q: 3 clusters Score -8182993 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -8183314.000000 Penalty: 5324.756836
	Iteration 15Q: 3 clusters Score -8183314 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -8183613.500000 Penalty: 5324.756836
	Iteration 16Q: 3 clusters Score -8183614 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -8183868.000000 Penalty: 5324.756836
	Iteration 17Q: 3 clusters Score -8183868 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -8184172.000000 Penalty: 5324.756836
	Iteration 18Q: 3 clusters Score -8184172 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -8184469.500000 Penalty: 5324.756836
	Iteration 19Q: 3 clusters Score -8184470 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -8184792.000000 Penalty: 5324.756836
	Iteration 20F: 3 clusters Score -8184792 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -8185119.000000 Penalty: 5324.756836
	Iteration 21Q: 3 clusters Score -8185119 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -8185534.000000 Penalty: 5324.756836
	Iteration 22Q: 3 clusters Score -8185534 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8185944.000000 Penalty: 5324.756836
	Iteration 23Q: 3 clusters Score -8185944 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -8186386.500000 Penalty: 5324.756836
	Iteration 24Q: 3 clusters Score -8186386 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -8186820.500000 Penalty: 5324.756836
	Iteration 25Q: 3 clusters Score -8186820 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -8187149.500000 Penalty: 5324.756836
	Iteration 26Q: 3 clusters Score -8187150 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8187378.500000 Penalty: 5324.756836
	Iteration 27Q: 3 clusters Score -8187378 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8187580.000000 Penalty: 5324.756836
	Iteration 28Q: 3 clusters Score -8187580 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -8187718.500000 Penalty: 5324.756836
	Iteration 29Q: 3 clusters Score -8187718 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -8187811.500000 Penalty: 5324.756836
	Iteration 30Q: 3 clusters Score -8187812 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -8187898.500000 Penalty: 5324.756836
	Iteration 31Q: 3 clusters Score -8187898 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -8187953.500000 Penalty: 5324.756836
	Iteration 32Q: 3 clusters Score -8187954 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -8187968.000000 Penalty: 5324.756836
	Iteration 33Q: 3 clusters Score -8187968 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -8187991.500000 Penalty: 5324.756836
	Iteration 34Q: 3 clusters Score -8187992 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -8188035.500000 Penalty: 5324.756836
	Iteration 35Q: 3 clusters Score -8188036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -8188038.000000 Penalty: 5324.756836
	Iteration 36Q: 3 clusters Score -8188038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -8188082.500000 Penalty: 5324.756836
	Iteration 37Q: 3 clusters Score -8188082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -8188094.500000 Penalty: 5324.756836
	Iteration 38Q: 3 clusters Score -8188094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -8188135.000000 Penalty: 5324.756836
	Iteration 39Q: 3 clusters Score -8188135 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8188154.500000 Penalty: 5324.756836
	Iteration 40F: 3 clusters Score -8188154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -8188161.500000 Penalty: 5324.756836
	Iteration 41Q: 3 clusters Score -8188162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8188151.500000 Penalty: 5324.756836
	Iteration 42Q: 3 clusters Score -8188152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -8188158.500000 Penalty: 5324.756836
	Iteration 43Q: 3 clusters Score -8188158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -8188157.500000 Penalty: 5324.756836
	Iteration 44Q: 3 clusters Score -8188158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -8188164.000000 Penalty: 5324.756836
	Iteration 45Q: 3 clusters Score -8188164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -8188170.000000 Penalty: 5324.756836
	Iteration 46Q: 3 clusters Score -8188170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8188170.000000 Penalty: 5324.756836
	Iteration 47Q: 3 clusters Score -8188170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -8188187.500000 Penalty: 5324.756836
	Iteration 48Q: 3 clusters Score -8188188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -8188187.500000 Penalty: 5324.756836
	Iteration 49Q: 3 clusters Score -8188188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8188178.500000 Penalty: 5324.756836
	Iteration 50Q: 3 clusters Score -8188178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -8188170.000000 Penalty: 5324.756836
	Iteration 51Q: 3 clusters Score -8188170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8188168.500000 Penalty: 5324.756836
	Iteration 52Q: 3 clusters Score -8188168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -8188187.000000 Penalty: 5324.756836
	Iteration 53Q: 3 clusters Score -8188187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8188167.500000 Penalty: 5324.756836
	Iteration 54Q: 3 clusters Score -8188168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8188184.500000 Penalty: 5324.756836
	Iteration 55Q: 3 clusters Score -8188184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -8188188.000000 Penalty: 5324.756836
	Iteration 56Q: 3 clusters Score -8188188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8188177.000000 Penalty: 5324.756836
	Iteration 57Q: 3 clusters Score -8188177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8188192.000000 Penalty: 5324.756836
	Iteration 58Q: 3 clusters Score -8188192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -8188182.000000 Penalty: 5324.756836
	Iteration 59Q: 3 clusters Score -8188182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8188179.500000 Penalty: 5324.756836
	Iteration 60F: 3 clusters Score -8188180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -8188188.500000 Penalty: 5324.756836
	Iteration 61Q: 3 clusters Score -8188188 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8188181 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8188184 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8188180 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41722 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8188184 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41742 members 
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Entering Unmasked Estep 
Score: -8188171.500000 Penalty: 5324.756836
	Iteration 66Q: 3 clusters Score -8188172 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8188171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8188167.000000 Penalty: 5324.756836
	Iteration 68Q: 3 clusters Score -8188167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8188168 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -8188153.500000 Penalty: 5324.756836
	Iteration 70Q: 3 clusters Score -8188154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8188168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8188171.500000 Penalty: 5324.756836
	Iteration 72Q: 3 clusters Score -8188172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8188172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8188173.500000 Penalty: 5324.756836
	Iteration 74Q: 3 clusters Score -8188174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8188180.000000 Penalty: 5324.756836
	Iteration 75Q: 3 clusters Score -8188180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -8188170.500000 Penalty: 5324.756836
	Iteration 76Q: 3 clusters Score -8188170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8188170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8188159.000000 Penalty: 5324.756836
	Iteration 78Q: 3 clusters Score -8188159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -8188164.500000 Penalty: 5324.756836
	Iteration 79Q: 3 clusters Score -8188164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -8188162.000000 Penalty: 5324.756836
	Iteration 80F: 3 clusters Score -8188162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8188160.000000 Penalty: 5324.756836
	Iteration 81Q: 3 clusters Score -8188160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8188162.000000 Penalty: 5324.756836
	Iteration 82Q: 3 clusters Score -8188162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8188155.000000 Penalty: 5324.756836
	Iteration 83Q: 3 clusters Score -8188155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8188161.500000 Penalty: 5324.756836
	Iteration 84Q: 3 clusters Score -8188162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8188168.500000 Penalty: 5324.756836
	Iteration 85Q: 3 clusters Score -8188168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -8188165.500000 Penalty: 5324.756836
	Iteration 86Q: 3 clusters Score -8188166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8188166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8188154.000000 Penalty: 5324.756836
	Iteration 88Q: 3 clusters Score -8188154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -8188148.500000 Penalty: 5324.756836
	Iteration 89Q: 3 clusters Score -8188148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -8188151.000000 Penalty: 5324.756836
	Iteration 90Q: 3 clusters Score -8188151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8188161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8188162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -8188168.000000 Penalty: 5324.756836
	Iteration 93Q: 3 clusters Score -8188168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8188155.000000 Penalty: 5324.756836
	Iteration 94Q: 3 clusters Score -8188155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8188158.000000 Penalty: 5324.756836
	Iteration 95Q: 3 clusters Score -8188158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8188169.500000 Penalty: 5324.756836
	Iteration 96Q: 3 clusters Score -8188170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8188168.000000 Penalty: 5324.756836
	Iteration 97Q: 3 clusters Score -8188168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8188157.500000 Penalty: 5324.756836
	Iteration 98Q: 3 clusters Score -8188158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8188162.000000 Penalty: 5324.756836
	Iteration 99Q: 3 clusters Score -8188162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8188159.000000 Penalty: 5324.756836
	Iteration 100F: 3 clusters Score -8188159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -8188150.000000 Penalty: 5324.756836
	Iteration 101Q: 3 clusters Score -8188150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8188165.000000 Penalty: 5324.756836
	Iteration 102Q: 3 clusters Score -8188165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8188162.000000 Penalty: 5324.756836
	Iteration 103Q: 3 clusters Score -8188162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -8188173.000000 Penalty: 5324.756836
	Iteration 104Q: 3 clusters Score -8188173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8188174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8188177.500000 Penalty: 5324.756836
	Iteration 106Q: 3 clusters Score -8188178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8188182.000000 Penalty: 5324.756836
	Iteration 107Q: 3 clusters Score -8188182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8188183.500000 Penalty: 5324.756836
	Iteration 108Q: 3 clusters Score -8188184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8188187.000000 Penalty: 5324.756836
	Iteration 109Q: 3 clusters Score -8188187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8188194.000000 Penalty: 5324.756836
	Iteration 110Q: 3 clusters Score -8188194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -8188202.000000 Penalty: 5324.756836
	Iteration 111Q: 3 clusters Score -8188202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8188198.000000 Penalty: 5324.756836
	Iteration 112Q: 3 clusters Score -8188198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -8188198.500000 Penalty: 5324.756836
	Iteration 113Q: 3 clusters Score -8188198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8188187.500000 Penalty: 5324.756836
	Iteration 114Q: 3 clusters Score -8188188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8188190.500000 Penalty: 5324.756836
	Iteration 115Q: 3 clusters Score -8188190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8188203.000000 Penalty: 5324.756836
	Iteration 116Q: 3 clusters Score -8188203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8188194.000000 Penalty: 5324.756836
	Iteration 117Q: 3 clusters Score -8188194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8188199.000000 Penalty: 5324.756836
	Iteration 118Q: 3 clusters Score -8188199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8188192.000000 Penalty: 5324.756836
	Iteration 119Q: 3 clusters Score -8188192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8188204.500000 Penalty: 5324.756836
	Iteration 120F: 3 clusters Score -8188204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8188203.000000 Penalty: 5324.756836
	Iteration 121Q: 3 clusters Score -8188203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -8188218.500000 Penalty: 5324.756836
	Iteration 122Q: 3 clusters Score -8188218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8188217.000000 Penalty: 5324.756836
	Iteration 123Q: 3 clusters Score -8188217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8188208.500000 Penalty: 5324.756836
	Iteration 124Q: 3 clusters Score -8188208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8188207.000000 Penalty: 5324.756836
	Iteration 125Q: 3 clusters Score -8188207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8188201.000000 Penalty: 5324.756836
	Iteration 126Q: 3 clusters Score -8188201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8188192.000000 Penalty: 5324.756836
	Iteration 127Q: 3 clusters Score -8188192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8188199.000000 Penalty: 5324.756836
	Iteration 128Q: 3 clusters Score -8188199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8188200.500000 Penalty: 5324.756836
	Iteration 129Q: 3 clusters Score -8188200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8188198.500000 Penalty: 5324.756836
	Iteration 130Q: 3 clusters Score -8188198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8188200.000000 Penalty: 5324.756836
	Iteration 131Q: 3 clusters Score -8188200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8188198.500000 Penalty: 5324.756836
	Iteration 132Q: 3 clusters Score -8188198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -8188185.500000 Penalty: 5324.756836
	Iteration 133Q: 3 clusters Score -8188186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8188185.500000 Penalty: 5324.756836
	Iteration 134Q: 3 clusters Score -8188186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8188185.000000 Penalty: 5324.756836
	Iteration 135Q: 3 clusters Score -8188185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8188188.000000 Penalty: 5324.756836
	Iteration 136Q: 3 clusters Score -8188188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8188178.500000 Penalty: 5324.756836
	Iteration 137Q: 3 clusters Score -8188178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -8188190.500000 Penalty: 5324.756836
	Iteration 138Q: 3 clusters Score -8188190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8188190.500000 Penalty: 5324.756836
	Iteration 139Q: 3 clusters Score -8188190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8188191.000000 Penalty: 5324.756836
	Iteration 140F: 3 clusters Score -8188191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8188187 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
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	Iteration 142F: 3 clusters Score -8188187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -84932.226562 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -84932.23 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 304 members 
Entering Unmasked Estep 
Score: -83457.257812 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -83457.26 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83959.976562 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -83959.98 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84121.593750 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -84121.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84177.390625 Penalty: 3189.940186
	Iteration 3Q: 3 clusters Score -84177.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84229.828125 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -84229.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84263.593750 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -84263.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84274.156250 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -84274.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84287.828125 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -84287.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84301.062500 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -84301.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84315.671875 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -84315.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84347.226562 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -84347.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84363.898438 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -84363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84368.445312 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -84368.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84370.500000 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -84370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84383.976562 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -84383.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84384.562500 Penalty: 3189.940186
	Iteration 15Q: 3 clusters Score -84384.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84385.515625 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -84385.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84397.984375 Penalty: 3189.940186
	Iteration 17Q: 3 clusters Score -84397.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84410.648438 Penalty: 3189.940186
	Iteration 18Q: 3 clusters Score -84410.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84410.648438 Penalty: 3189.940186
	Iteration 19F: 3 clusters Score -84410.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 45224 members 
Mstep: Class 3 contains 40885 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33724 members 
Mstep: Class 7 contains 50638 members 
Mstep: Class 8 contains 14075 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 10 contains 43708 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 50944 members 
Mstep: Class 15 contains 47505 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 45302 members 
Mstep: Class 19 contains 46158 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 33746 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 13688 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47551 members 
Mstep: Class 27 contains 46452 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42717 members 
Mstep: Class 32 contains 49127 members 
Mstep: Class 33 contains 71416 members 
Mstep: Class 34 contains 12574 members 
Mstep: Class 35 contains 41059 members 
Mstep: Class 36 contains 37049 members 
Mstep: Class 37 contains 39480 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45954 members 
Mstep: Class 40 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416416.000000 Penalty: 141646.312500
Iteration 199Q: 42 clusters Score -1.964164e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 45306 members 
Mstep: Class 3 contains 40867 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33777 members 
Mstep: Class 7 contains 50624 members 
Mstep: Class 8 contains 14100 members 
Mstep: Class 9 contains 41838 members 
Mstep: Class 10 contains 43625 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 50920 members 
Mstep: Class 15 contains 47918 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 43603 members 
Mstep: Class 18 contains 45289 members 
Mstep: Class 19 contains 46148 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 33843 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13697 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47549 members 
Mstep: Class 27 contains 46465 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42690 members 
Mstep: Class 32 contains 49116 members 
Mstep: Class 33 contains 71374 members 
Mstep: Class 34 contains 12987 members 
Mstep: Class 35 contains 41042 members 
Mstep: Class 36 contains 36956 members 
Mstep: Class 37 contains 39469 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45925 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 43033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416784.000000 Penalty: 141646.312500
Iteration 200F: 42 clusters Score -1.964168e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 45358 members 
Mstep: Class 3 contains 40838 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33834 members 
Mstep: Class 7 contains 50609 members 
Mstep: Class 8 contains 14035 members 
Mstep: Class 9 contains 41838 members 
Mstep: Class 10 contains 43549 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 50916 members 
Mstep: Class 15 contains 47440 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 45261 members 
Mstep: Class 19 contains 46145 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 33949 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 13703 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47550 members 
Mstep: Class 27 contains 46474 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42624 members 
Mstep: Class 32 contains 49103 members 
Mstep: Class 33 contains 71335 members 
Mstep: Class 34 contains 13241 members 
Mstep: Class 35 contains 41031 members 
Mstep: Class 36 contains 36899 members 
Mstep: Class 37 contains 39453 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45901 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 43618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416960.000000 Penalty: 141646.312500
Iteration 201Q: 42 clusters Score -1.96417e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 45408 members 
Mstep: Class 3 contains 40813 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33920 members 
Mstep: Class 7 contains 50595 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 41835 members 
Mstep: Class 10 contains 43497 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 50905 members 
Mstep: Class 15 contains 46919 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 43344 members 
Mstep: Class 18 contains 45254 members 
Mstep: Class 19 contains 46130 members 
Mstep: Class 20 contains 16135 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 34025 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13703 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47541 members 
Mstep: Class 27 contains 46481 members 
Mstep: Class 28 contains 10446 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42570 members 
Mstep: Class 32 contains 49083 members 
Mstep: Class 33 contains 71314 members 
Mstep: Class 34 contains 13513 members 
Mstep: Class 35 contains 41011 members 
Mstep: Class 36 contains 36841 members 
Mstep: Class 37 contains 39429 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45878 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 44165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417040.000000 Penalty: 141646.312500
Iteration 202Q: 42 clusters Score -1.96417e+08 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 45424 members 
Mstep: Class 3 contains 40810 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 33997 members 
Mstep: Class 7 contains 50582 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 41832 members 
Mstep: Class 10 contains 43440 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 50895 members 
Mstep: Class 15 contains 46364 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 43223 members 
Mstep: Class 18 contains 45243 members 
Mstep: Class 19 contains 46106 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 34060 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13710 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47573 members 
Mstep: Class 27 contains 46490 members 
Mstep: Class 28 contains 10445 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42529 members 
Mstep: Class 32 contains 49076 members 
Mstep: Class 33 contains 71290 members 
Mstep: Class 34 contains 13761 members 
Mstep: Class 35 contains 41002 members 
Mstep: Class 36 contains 36810 members 
Mstep: Class 37 contains 39421 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45850 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 44682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417312.000000 Penalty: 141646.312500
Iteration 203Q: 42 clusters Score -1.964173e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 45414 members 
Mstep: Class 3 contains 40804 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 34084 members 
Mstep: Class 7 contains 50557 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 41829 members 
Mstep: Class 10 contains 43386 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 50866 members 
Mstep: Class 15 contains 45675 members 
Mstep: Class 16 contains 10120 members 
Mstep: Class 17 contains 43088 members 
Mstep: Class 18 contains 45252 members 
Mstep: Class 19 contains 46086 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 34121 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13707 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47638 members 
Mstep: Class 27 contains 46500 members 
Mstep: Class 28 contains 10449 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42479 members 
Mstep: Class 32 contains 49067 members 
Mstep: Class 33 contains 71269 members 
Mstep: Class 34 contains 14051 members 
Mstep: Class 35 contains 40992 members 
Mstep: Class 36 contains 36816 members 
Mstep: Class 37 contains 39420 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45799 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 45281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417632.000000 Penalty: 141646.312500
Iteration 204Q: 42 clusters Score -1.964176e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 45411 members 
Mstep: Class 3 contains 40804 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 34181 members 
Mstep: Class 7 contains 50544 members 
Mstep: Class 8 contains 13978 members 
Mstep: Class 9 contains 41826 members 
Mstep: Class 10 contains 43299 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 50850 members 
Mstep: Class 15 contains 44970 members 
Mstep: Class 16 contains 10121 members 
Mstep: Class 17 contains 42973 members 
Mstep: Class 18 contains 45246 members 
Mstep: Class 19 contains 46082 members 
Mstep: Class 20 contains 16132 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 34204 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13703 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47657 members 
Mstep: Class 27 contains 46499 members 
Mstep: Class 28 contains 10452 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42432 members 
Mstep: Class 32 contains 49051 members 
Mstep: Class 33 contains 71249 members 
Mstep: Class 34 contains 14376 members 
Mstep: Class 35 contains 40985 members 
Mstep: Class 36 contains 36802 members 
Mstep: Class 37 contains 39413 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45772 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 45877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417728.000000 Penalty: 141646.312500
Iteration 205Q: 42 clusters Score -1.964177e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 45401 members 
Mstep: Class 3 contains 40797 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 34274 members 
Mstep: Class 7 contains 50520 members 
Mstep: Class 8 contains 13973 members 
Mstep: Class 9 contains 41816 members 
Mstep: Class 10 contains 43216 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 50841 members 
Mstep: Class 15 contains 44266 members 
Mstep: Class 16 contains 10121 members 
Mstep: Class 17 contains 42868 members 
Mstep: Class 18 contains 45245 members 
Mstep: Class 19 contains 46051 members 
Mstep: Class 20 contains 16134 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 34262 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 13700 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47679 members 
Mstep: Class 27 contains 46501 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42387 members 
Mstep: Class 32 contains 49038 members 
Mstep: Class 33 contains 71262 members 
Mstep: Class 34 contains 14715 members 
Mstep: Class 35 contains 40985 members 
Mstep: Class 36 contains 36791 members 
Mstep: Class 37 contains 39399 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45761 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 46431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417696.000000 Penalty: 141646.312500
Iteration 206Q: 42 clusters Score -1.964177e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 45429 members 
Mstep: Class 3 contains 40785 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 34379 members 
Mstep: Class 7 contains 50510 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 41806 members 
Mstep: Class 10 contains 43133 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 50833 members 
Mstep: Class 15 contains 43591 members 
Mstep: Class 16 contains 10121 members 
Mstep: Class 17 contains 42763 members 
Mstep: Class 18 contains 45254 members 
Mstep: Class 19 contains 46034 members 
Mstep: Class 20 contains 16139 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 34337 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47666 members 
Mstep: Class 27 contains 46489 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42350 members 
Mstep: Class 32 contains 49036 members 
Mstep: Class 33 contains 71273 members 
Mstep: Class 34 contains 15110 members 
Mstep: Class 35 contains 40963 members 
Mstep: Class 36 contains 36739 members 
Mstep: Class 37 contains 39379 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45735 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 46913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417200.000000 Penalty: 141646.312500
Iteration 207Q: 42 clusters Score -1.964172e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 45464 members 
Mstep: Class 3 contains 40746 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 34464 members 
Mstep: Class 7 contains 50496 members 
Mstep: Class 8 contains 13940 members 
Mstep: Class 9 contains 41805 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 50821 members 
Mstep: Class 15 contains 42943 members 
Mstep: Class 16 contains 10120 members 
Mstep: Class 17 contains 42675 members 
Mstep: Class 18 contains 45250 members 
Mstep: Class 19 contains 46028 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 34394 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13691 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47688 members 
Mstep: Class 27 contains 46486 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42311 members 
Mstep: Class 32 contains 49021 members 
Mstep: Class 33 contains 71268 members 
Mstep: Class 34 contains 15544 members 
Mstep: Class 35 contains 40941 members 
Mstep: Class 36 contains 36691 members 
Mstep: Class 37 contains 39382 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45710 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 47331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416832.000000 Penalty: 141646.312500
Iteration 208Q: 42 clusters Score -1.964168e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 45467 members 
Mstep: Class 3 contains 40712 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 2769 members 
Mstep: Class 6 contains 34577 members 
Mstep: Class 7 contains 50469 members 
Mstep: Class 8 contains 13919 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 42977 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 50814 members 
Mstep: Class 15 contains 42357 members 
Mstep: Class 16 contains 10120 members 
Mstep: Class 17 contains 42579 members 
Mstep: Class 18 contains 45259 members 
Mstep: Class 19 contains 46015 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 34459 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 13689 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47682 members 
Mstep: Class 27 contains 46499 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 42287 members 
Mstep: Class 32 contains 49013 members 
Mstep: Class 33 contains 71264 members 
Mstep: Class 34 contains 15999 members 
Mstep: Class 35 contains 40925 members 
Mstep: Class 36 contains 36639 members 
Mstep: Class 37 contains 39371 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45687 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 47665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417120.000000 Penalty: 141646.312500
Iteration 209Q: 42 clusters Score -1.964171e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 45487 members 
Mstep: Class 3 contains 40685 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2769 members 
Mstep: Class 6 contains 34690 members 
Mstep: Class 7 contains 50449 members 
Mstep: Class 8 contains 13902 members 
Mstep: Class 9 contains 41812 members 
Mstep: Class 10 contains 42888 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 50788 members 
Mstep: Class 15 contains 41784 members 
Mstep: Class 16 contains 10118 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 45240 members 
Mstep: Class 19 contains 46020 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 34525 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13693 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47688 members 
Mstep: Class 27 contains 46501 members 
Mstep: Class 28 contains 10468 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 42265 members 
Mstep: Class 32 contains 49009 members 
Mstep: Class 33 contains 71245 members 
Mstep: Class 34 contains 16455 members 
Mstep: Class 35 contains 40934 members 
Mstep: Class 36 contains 36576 members 
Mstep: Class 37 contains 39359 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45671 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417424.000000 Penalty: 141646.312500
Iteration 210Q: 42 clusters Score -1.964174e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 45498 members 
Mstep: Class 3 contains 40663 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2769 members 
Mstep: Class 6 contains 34773 members 
Mstep: Class 7 contains 50420 members 
Mstep: Class 8 contains 13890 members 
Mstep: Class 9 contains 41807 members 
Mstep: Class 10 contains 42793 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 50762 members 
Mstep: Class 15 contains 41200 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 42321 members 
Mstep: Class 18 contains 45232 members 
Mstep: Class 19 contains 46011 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 34592 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47719 members 
Mstep: Class 27 contains 46514 members 
Mstep: Class 28 contains 10471 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 42225 members 
Mstep: Class 32 contains 49001 members 
Mstep: Class 33 contains 71230 members 
Mstep: Class 34 contains 16936 members 
Mstep: Class 35 contains 40932 members 
Mstep: Class 36 contains 36535 members 
Mstep: Class 37 contains 39354 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45659 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417648.000000 Penalty: 141646.312500
Iteration 211Q: 42 clusters Score -1.964176e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 45521 members 
Mstep: Class 3 contains 40642 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 2769 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 50407 members 
Mstep: Class 8 contains 13882 members 
Mstep: Class 9 contains 41805 members 
Mstep: Class 10 contains 42715 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 50734 members 
Mstep: Class 15 contains 40647 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 42179 members 
Mstep: Class 18 contains 45219 members 
Mstep: Class 19 contains 46012 members 
Mstep: Class 20 contains 16150 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 34657 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47695 members 
Mstep: Class 27 contains 46526 members 
Mstep: Class 28 contains 10473 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 42178 members 
Mstep: Class 32 contains 48993 members 
Mstep: Class 33 contains 71231 members 
Mstep: Class 34 contains 17434 members 
Mstep: Class 35 contains 40922 members 
Mstep: Class 36 contains 36490 members 
Mstep: Class 37 contains 39345 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45641 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417552.000000 Penalty: 141646.312500
Iteration 212Q: 42 clusters Score -1.964176e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 45516 members 
Mstep: Class 3 contains 40623 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2769 members 
Mstep: Class 6 contains 35017 members 
Mstep: Class 7 contains 50401 members 
Mstep: Class 8 contains 13882 members 
Mstep: Class 9 contains 41795 members 
Mstep: Class 10 contains 42669 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 50707 members 
Mstep: Class 15 contains 40119 members 
Mstep: Class 16 contains 10112 members 
Mstep: Class 17 contains 42047 members 
Mstep: Class 18 contains 45200 members 
Mstep: Class 19 contains 46010 members 
Mstep: Class 20 contains 16156 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 34692 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13696 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47671 members 
Mstep: Class 27 contains 46525 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 42134 members 
Mstep: Class 32 contains 48984 members 
Mstep: Class 33 contains 71225 members 
Mstep: Class 34 contains 17927 members 
Mstep: Class 35 contains 40937 members 
Mstep: Class 36 contains 36425 members 
Mstep: Class 37 contains 39346 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45645 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417504.000000 Penalty: 141646.312500
Iteration 213Q: 42 clusters Score -1.964175e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 45537 members 
Mstep: Class 3 contains 40591 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 35121 members 
Mstep: Class 7 contains 50385 members 
Mstep: Class 8 contains 13875 members 
Mstep: Class 9 contains 41793 members 
Mstep: Class 10 contains 42618 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 50672 members 
Mstep: Class 15 contains 39627 members 
Mstep: Class 16 contains 10113 members 
Mstep: Class 17 contains 41901 members 
Mstep: Class 18 contains 45185 members 
Mstep: Class 19 contains 46024 members 
Mstep: Class 20 contains 16153 members 
Mstep: Class 21 contains 6759 members 
Mstep: Class 22 contains 34757 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13697 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47634 members 
Mstep: Class 27 contains 46541 members 
Mstep: Class 28 contains 10472 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 42104 members 
Mstep: Class 32 contains 48972 members 
Mstep: Class 33 contains 71197 members 
Mstep: Class 34 contains 18396 members 
Mstep: Class 35 contains 40945 members 
Mstep: Class 36 contains 36374 members 
Mstep: Class 37 contains 39344 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45641 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417568.000000 Penalty: 141646.312500
Iteration 214Q: 42 clusters Score -1.964176e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 45562 members 
Mstep: Class 3 contains 40568 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 35185 members 
Mstep: Class 7 contains 50349 members 
Mstep: Class 8 contains 13869 members 
Mstep: Class 9 contains 41788 members 
Mstep: Class 10 contains 42578 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 50635 members 
Mstep: Class 15 contains 39190 members 
Mstep: Class 16 contains 10116 members 
Mstep: Class 17 contains 41765 members 
Mstep: Class 18 contains 45182 members 
Mstep: Class 19 contains 46026 members 
Mstep: Class 20 contains 16150 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 34808 members 
Mstep: Class 23 contains 8251 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47633 members 
Mstep: Class 27 contains 46558 members 
Mstep: Class 28 contains 10470 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 42073 members 
Mstep: Class 32 contains 48970 members 
Mstep: Class 33 contains 71181 members 
Mstep: Class 34 contains 18891 members 
Mstep: Class 35 contains 40945 members 
Mstep: Class 36 contains 36311 members 
Mstep: Class 37 contains 39344 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45644 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416800.000000 Penalty: 141646.312500
Iteration 215Q: 42 clusters Score -1.964168e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 45556 members 
Mstep: Class 3 contains 40549 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 35251 members 
Mstep: Class 7 contains 50317 members 
Mstep: Class 8 contains 13867 members 
Mstep: Class 9 contains 41784 members 
Mstep: Class 10 contains 42530 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 50609 members 
Mstep: Class 15 contains 38811 members 
Mstep: Class 16 contains 10114 members 
Mstep: Class 17 contains 41620 members 
Mstep: Class 18 contains 45183 members 
Mstep: Class 19 contains 46027 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 34880 members 
Mstep: Class 23 contains 8255 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47667 members 
Mstep: Class 27 contains 46577 members 
Mstep: Class 28 contains 10470 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 42018 members 
Mstep: Class 32 contains 48963 members 
Mstep: Class 33 contains 71163 members 
Mstep: Class 34 contains 19380 members 
Mstep: Class 35 contains 40943 members 
Mstep: Class 36 contains 36255 members 
Mstep: Class 37 contains 39337 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45645 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417008.000000 Penalty: 141646.312500
Iteration 216Q: 42 clusters Score -1.96417e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 45545 members 
Mstep: Class 3 contains 40528 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 35347 members 
Mstep: Class 7 contains 50290 members 
Mstep: Class 8 contains 13849 members 
Mstep: Class 9 contains 41780 members 
Mstep: Class 10 contains 42484 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 50592 members 
Mstep: Class 15 contains 38505 members 
Mstep: Class 16 contains 10114 members 
Mstep: Class 17 contains 41528 members 
Mstep: Class 18 contains 45177 members 
Mstep: Class 19 contains 46033 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 34950 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13686 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47646 members 
Mstep: Class 27 contains 46589 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 41976 members 
Mstep: Class 32 contains 48957 members 
Mstep: Class 33 contains 71135 members 
Mstep: Class 34 contains 19833 members 
Mstep: Class 35 contains 40957 members 
Mstep: Class 36 contains 36193 members 
Mstep: Class 37 contains 39338 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45630 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416768.000000 Penalty: 141646.312500
Iteration 217Q: 42 clusters Score -1.964168e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 45570 members 
Mstep: Class 3 contains 40511 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 35439 members 
Mstep: Class 7 contains 50260 members 
Mstep: Class 8 contains 13838 members 
Mstep: Class 9 contains 41778 members 
Mstep: Class 10 contains 42445 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 50578 members 
Mstep: Class 15 contains 38262 members 
Mstep: Class 16 contains 10112 members 
Mstep: Class 17 contains 41429 members 
Mstep: Class 18 contains 45194 members 
Mstep: Class 19 contains 46029 members 
Mstep: Class 20 contains 16153 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 34983 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47619 members 
Mstep: Class 27 contains 46584 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 41933 members 
Mstep: Class 32 contains 48954 members 
Mstep: Class 33 contains 71115 members 
Mstep: Class 34 contains 20307 members 
Mstep: Class 35 contains 40943 members 
Mstep: Class 36 contains 36132 members 
Mstep: Class 37 contains 39324 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45621 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416976.000000 Penalty: 141646.312500
Iteration 218Q: 42 clusters Score -1.96417e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 45573 members 
Mstep: Class 3 contains 40491 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 35508 members 
Mstep: Class 7 contains 50235 members 
Mstep: Class 8 contains 13830 members 
Mstep: Class 9 contains 41779 members 
Mstep: Class 10 contains 42414 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12435 members 
Mstep: Class 14 contains 50576 members 
Mstep: Class 15 contains 38061 members 
Mstep: Class 16 contains 10114 members 
Mstep: Class 17 contains 41283 members 
Mstep: Class 18 contains 45181 members 
Mstep: Class 19 contains 46025 members 
Mstep: Class 20 contains 16154 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 35009 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 47633 members 
Mstep: Class 27 contains 46595 members 
Mstep: Class 28 contains 10468 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 41876 members 
Mstep: Class 32 contains 48952 members 
Mstep: Class 33 contains 71103 members 
Mstep: Class 34 contains 20826 members 
Mstep: Class 35 contains 40941 members 
Mstep: Class 36 contains 36046 members 
Mstep: Class 37 contains 39319 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45616 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417040.000000 Penalty: 141646.312500
Iteration 219Q: 42 clusters Score -1.96417e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 45568 members 
Mstep: Class 3 contains 40461 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 35599 members 
Mstep: Class 7 contains 50200 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 41774 members 
Mstep: Class 10 contains 42372 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 50571 members 
Mstep: Class 15 contains 37926 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 41116 members 
Mstep: Class 18 contains 45172 members 
Mstep: Class 19 contains 46029 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 35021 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 47646 members 
Mstep: Class 27 contains 46599 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 41850 members 
Mstep: Class 32 contains 48947 members 
Mstep: Class 33 contains 71109 members 
Mstep: Class 34 contains 21368 members 
Mstep: Class 35 contains 40946 members 
Mstep: Class 36 contains 35943 members 
Mstep: Class 37 contains 39309 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45604 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417344.000000 Penalty: 141646.312500
Iteration 220F: 42 clusters Score -1.964173e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 45562 members 
Mstep: Class 3 contains 40438 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 35702 members 
Mstep: Class 7 contains 50182 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 41777 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 50541 members 
Mstep: Class 15 contains 37825 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 40965 members 
Mstep: Class 18 contains 45171 members 
Mstep: Class 19 contains 46012 members 
Mstep: Class 20 contains 16159 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 35039 members 
Mstep: Class 23 contains 8251 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 47670 members 
Mstep: Class 27 contains 46595 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 41791 members 
Mstep: Class 32 contains 48943 members 
Mstep: Class 33 contains 71086 members 
Mstep: Class 34 contains 21897 members 
Mstep: Class 35 contains 40955 members 
Mstep: Class 36 contains 35837 members 
Mstep: Class 37 contains 39297 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45601 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417904.000000 Penalty: 141646.312500
Iteration 221Q: 42 clusters Score -1.964179e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 45524 members 
Mstep: Class 3 contains 40413 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 35799 members 
Mstep: Class 7 contains 50176 members 
Mstep: Class 8 contains 13833 members 
Mstep: Class 9 contains 41773 members 
Mstep: Class 10 contains 42293 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 50525 members 
Mstep: Class 15 contains 37727 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 40843 members 
Mstep: Class 18 contains 45199 members 
Mstep: Class 19 contains 46007 members 
Mstep: Class 20 contains 16155 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 35019 members 
Mstep: Class 23 contains 8257 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 47716 members 
Mstep: Class 27 contains 46589 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 41749 members 
Mstep: Class 32 contains 48942 members 
Mstep: Class 33 contains 71070 members 
Mstep: Class 34 contains 22440 members 
Mstep: Class 35 contains 40958 members 
Mstep: Class 36 contains 35705 members 
Mstep: Class 37 contains 39287 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45594 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 49188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417680.000000 Penalty: 141646.312500
Iteration 222Q: 42 clusters Score -1.964177e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 45493 members 
Mstep: Class 3 contains 40394 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 2764 members 
Mstep: Class 6 contains 35901 members 
Mstep: Class 7 contains 50163 members 
Mstep: Class 8 contains 13827 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 42253 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12435 members 
Mstep: Class 14 contains 50506 members 
Mstep: Class 15 contains 37635 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 40789 members 
Mstep: Class 18 contains 45218 members 
Mstep: Class 19 contains 46009 members 
Mstep: Class 20 contains 16156 members 
Mstep: Class 21 contains 6759 members 
Mstep: Class 22 contains 35046 members 
Mstep: Class 23 contains 8262 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 47732 members 
Mstep: Class 27 contains 46578 members 
Mstep: Class 28 contains 10463 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 41706 members 
Mstep: Class 32 contains 48938 members 
Mstep: Class 33 contains 71069 members 
Mstep: Class 34 contains 22995 members 
Mstep: Class 35 contains 40958 members 
Mstep: Class 36 contains 35556 members 
Mstep: Class 37 contains 39281 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45578 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418112.000000 Penalty: 141646.312500
Iteration 223Q: 42 clusters Score -1.964181e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 45430 members 
Mstep: Class 3 contains 40393 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 36041 members 
Mstep: Class 7 contains 50167 members 
Mstep: Class 8 contains 13815 members 
Mstep: Class 9 contains 41774 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12429 members 
Mstep: Class 14 contains 50503 members 
Mstep: Class 15 contains 37524 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 40750 members 
Mstep: Class 18 contains 45227 members 
Mstep: Class 19 contains 46000 members 
Mstep: Class 20 contains 16153 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 35090 members 
Mstep: Class 23 contains 8255 members 
Mstep: Class 24 contains 13688 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 47682 members 
Mstep: Class 27 contains 46600 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 41642 members 
Mstep: Class 32 contains 48927 members 
Mstep: Class 33 contains 71044 members 
Mstep: Class 34 contains 23557 members 
Mstep: Class 35 contains 40958 members 
Mstep: Class 36 contains 35406 members 
Mstep: Class 37 contains 39274 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45554 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418000.000000 Penalty: 141646.312500
Iteration 224Q: 42 clusters Score -1.96418e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 45380 members 
Mstep: Class 3 contains 40359 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 36161 members 
Mstep: Class 7 contains 50179 members 
Mstep: Class 8 contains 13807 members 
Mstep: Class 9 contains 41772 members 
Mstep: Class 10 contains 42193 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 50487 members 
Mstep: Class 15 contains 37451 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 40688 members 
Mstep: Class 18 contains 45216 members 
Mstep: Class 19 contains 46019 members 
Mstep: Class 20 contains 16156 members 
Mstep: Class 21 contains 6766 members 
Mstep: Class 22 contains 35165 members 
Mstep: Class 23 contains 8251 members 
Mstep: Class 24 contains 13688 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 47643 members 
Mstep: Class 27 contains 46612 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41592 members 
Mstep: Class 32 contains 48922 members 
Mstep: Class 33 contains 71039 members 
Mstep: Class 34 contains 24150 members 
Mstep: Class 35 contains 40959 members 
Mstep: Class 36 contains 35240 members 
Mstep: Class 37 contains 39274 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45537 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417872.000000 Penalty: 141646.312500
Iteration 225Q: 42 clusters Score -1.964179e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 45344 members 
Mstep: Class 3 contains 40338 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 2760 members 
Mstep: Class 6 contains 36248 members 
Mstep: Class 7 contains 50175 members 
Mstep: Class 8 contains 13788 members 
Mstep: Class 9 contains 41772 members 
Mstep: Class 10 contains 42158 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12431 members 
Mstep: Class 14 contains 50504 members 
Mstep: Class 15 contains 37383 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 40676 members 
Mstep: Class 18 contains 45193 members 
Mstep: Class 19 contains 46021 members 
Mstep: Class 20 contains 16156 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 35211 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47647 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41534 members 
Mstep: Class 32 contains 48913 members 
Mstep: Class 33 contains 71033 members 
Mstep: Class 34 contains 24741 members 
Mstep: Class 35 contains 40952 members 
Mstep: Class 36 contains 35066 members 
Mstep: Class 37 contains 39265 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45522 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417600.000000 Penalty: 141646.312500
Iteration 226Q: 42 clusters Score -1.964176e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 45317 members 
Mstep: Class 3 contains 40316 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 2757 members 
Mstep: Class 6 contains 36345 members 
Mstep: Class 7 contains 50169 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 41769 members 
Mstep: Class 10 contains 42114 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 50487 members 
Mstep: Class 15 contains 37320 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 40664 members 
Mstep: Class 18 contains 45172 members 
Mstep: Class 19 contains 46036 members 
Mstep: Class 20 contains 16160 members 
Mstep: Class 21 contains 6773 members 
Mstep: Class 22 contains 35274 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47644 members 
Mstep: Class 27 contains 46608 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41481 members 
Mstep: Class 32 contains 48910 members 
Mstep: Class 33 contains 71013 members 
Mstep: Class 34 contains 25298 members 
Mstep: Class 35 contains 40958 members 
Mstep: Class 36 contains 34888 members 
Mstep: Class 37 contains 39260 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45508 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 48058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418496.000000 Penalty: 141646.312500
Iteration 227Q: 42 clusters Score -1.964185e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 45276 members 
Mstep: Class 3 contains 40310 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 2753 members 
Mstep: Class 6 contains 36443 members 
Mstep: Class 7 contains 50169 members 
Mstep: Class 8 contains 13774 members 
Mstep: Class 9 contains 41762 members 
Mstep: Class 10 contains 42083 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 50461 members 
Mstep: Class 15 contains 37259 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 40656 members 
Mstep: Class 18 contains 45132 members 
Mstep: Class 19 contains 46042 members 
Mstep: Class 20 contains 16163 members 
Mstep: Class 21 contains 6773 members 
Mstep: Class 22 contains 35354 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47622 members 
Mstep: Class 27 contains 46617 members 
Mstep: Class 28 contains 10464 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41434 members 
Mstep: Class 32 contains 48906 members 
Mstep: Class 33 contains 70995 members 
Mstep: Class 34 contains 25917 members 
Mstep: Class 35 contains 40957 members 
Mstep: Class 36 contains 34702 members 
Mstep: Class 37 contains 39258 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45504 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 47755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418816.000000 Penalty: 141646.312500
Iteration 228Q: 42 clusters Score -1.964188e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 45244 members 
Mstep: Class 3 contains 40261 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 36537 members 
Mstep: Class 7 contains 50153 members 
Mstep: Class 8 contains 13769 members 
Mstep: Class 9 contains 41761 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 50440 members 
Mstep: Class 15 contains 37200 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 40652 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 46063 members 
Mstep: Class 20 contains 16161 members 
Mstep: Class 21 contains 6774 members 
Mstep: Class 22 contains 35434 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13686 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47592 members 
Mstep: Class 27 contains 46610 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41395 members 
Mstep: Class 32 contains 48896 members 
Mstep: Class 33 contains 70993 members 
Mstep: Class 34 contains 26556 members 
Mstep: Class 35 contains 40960 members 
Mstep: Class 36 contains 34510 members 
Mstep: Class 37 contains 39261 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45493 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 47416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419392.000000 Penalty: 141646.312500
Iteration 229Q: 42 clusters Score -1.964194e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 45248 members 
Mstep: Class 3 contains 40237 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 36628 members 
Mstep: Class 7 contains 50137 members 
Mstep: Class 8 contains 13760 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12419 members 
Mstep: Class 14 contains 50424 members 
Mstep: Class 15 contains 37116 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 40649 members 
Mstep: Class 18 contains 45131 members 
Mstep: Class 19 contains 46083 members 
Mstep: Class 20 contains 16156 members 
Mstep: Class 21 contains 6776 members 
Mstep: Class 22 contains 35500 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47544 members 
Mstep: Class 27 contains 46602 members 
Mstep: Class 28 contains 10464 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41343 members 
Mstep: Class 32 contains 48891 members 
Mstep: Class 33 contains 70970 members 
Mstep: Class 34 contains 27171 members 
Mstep: Class 35 contains 40956 members 
Mstep: Class 36 contains 34347 members 
Mstep: Class 37 contains 39261 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45478 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 47120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419408.000000 Penalty: 141646.312500
Iteration 230Q: 42 clusters Score -1.964194e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 45255 members 
Mstep: Class 3 contains 40200 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 36744 members 
Mstep: Class 7 contains 50129 members 
Mstep: Class 8 contains 13757 members 
Mstep: Class 9 contains 41754 members 
Mstep: Class 10 contains 42042 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 50396 members 
Mstep: Class 15 contains 37027 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 40656 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 46078 members 
Mstep: Class 20 contains 16147 members 
Mstep: Class 21 contains 6776 members 
Mstep: Class 22 contains 35589 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47481 members 
Mstep: Class 27 contains 46599 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41277 members 
Mstep: Class 32 contains 48884 members 
Mstep: Class 33 contains 70964 members 
Mstep: Class 34 contains 27746 members 
Mstep: Class 35 contains 40969 members 
Mstep: Class 36 contains 34209 members 
Mstep: Class 37 contains 39258 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45458 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 46841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419312.000000 Penalty: 141646.312500
Iteration 231Q: 42 clusters Score -1.964193e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 45246 members 
Mstep: Class 3 contains 40177 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 36835 members 
Mstep: Class 7 contains 50119 members 
Mstep: Class 8 contains 13741 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 42038 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 50368 members 
Mstep: Class 15 contains 36950 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 40643 members 
Mstep: Class 18 contains 45133 members 
Mstep: Class 19 contains 46070 members 
Mstep: Class 20 contains 16143 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 35671 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 13679 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47422 members 
Mstep: Class 27 contains 46569 members 
Mstep: Class 28 contains 10463 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41228 members 
Mstep: Class 32 contains 48878 members 
Mstep: Class 33 contains 70958 members 
Mstep: Class 34 contains 28317 members 
Mstep: Class 35 contains 40966 members 
Mstep: Class 36 contains 34078 members 
Mstep: Class 37 contains 39253 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45455 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 46573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419216.000000 Penalty: 141646.312500
Iteration 232Q: 42 clusters Score -1.964192e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 45211 members 
Mstep: Class 3 contains 40154 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 36932 members 
Mstep: Class 7 contains 50110 members 
Mstep: Class 8 contains 13733 members 
Mstep: Class 9 contains 41757 members 
Mstep: Class 10 contains 42002 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 50353 members 
Mstep: Class 15 contains 36872 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 40636 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 46068 members 
Mstep: Class 20 contains 16147 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 35717 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47427 members 
Mstep: Class 27 contains 46559 members 
Mstep: Class 28 contains 10463 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 41187 members 
Mstep: Class 32 contains 48877 members 
Mstep: Class 33 contains 70952 members 
Mstep: Class 34 contains 28892 members 
Mstep: Class 35 contains 40961 members 
Mstep: Class 36 contains 33955 members 
Mstep: Class 37 contains 39247 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45441 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 46280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419344.000000 Penalty: 141646.312500
Iteration 233Q: 42 clusters Score -1.964193e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 45149 members 
Mstep: Class 3 contains 40136 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 50103 members 
Mstep: Class 8 contains 13726 members 
Mstep: Class 9 contains 41764 members 
Mstep: Class 10 contains 41968 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12403 members 
Mstep: Class 14 contains 50325 members 
Mstep: Class 15 contains 36804 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 40654 members 
Mstep: Class 18 contains 45119 members 
Mstep: Class 19 contains 46072 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 35798 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13664 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47471 members 
Mstep: Class 27 contains 46525 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 41125 members 
Mstep: Class 32 contains 48878 members 
Mstep: Class 33 contains 70937 members 
Mstep: Class 34 contains 29456 members 
Mstep: Class 35 contains 40946 members 
Mstep: Class 36 contains 33815 members 
Mstep: Class 37 contains 39243 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45424 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 45986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419600.000000 Penalty: 141646.312500
Iteration 234Q: 42 clusters Score -1.964196e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 45066 members 
Mstep: Class 3 contains 40106 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 37131 members 
Mstep: Class 7 contains 50114 members 
Mstep: Class 8 contains 13723 members 
Mstep: Class 9 contains 41761 members 
Mstep: Class 10 contains 41931 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 12392 members 
Mstep: Class 14 contains 50299 members 
Mstep: Class 15 contains 36732 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 40657 members 
Mstep: Class 18 contains 45103 members 
Mstep: Class 19 contains 46068 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 35872 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 13661 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 47521 members 
Mstep: Class 27 contains 46510 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 41079 members 
Mstep: Class 32 contains 48875 members 
Mstep: Class 33 contains 70915 members 
Mstep: Class 34 contains 29999 members 
Mstep: Class 35 contains 40936 members 
Mstep: Class 36 contains 33712 members 
Mstep: Class 37 contains 39234 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45419 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 45711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419840.000000 Penalty: 141646.312500
Iteration 235Q: 42 clusters Score -1.964198e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 45008 members 
Mstep: Class 3 contains 40089 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 37220 members 
Mstep: Class 7 contains 50109 members 
Mstep: Class 8 contains 13713 members 
Mstep: Class 9 contains 41758 members 
Mstep: Class 10 contains 41919 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 12396 members 
Mstep: Class 14 contains 50261 members 
Mstep: Class 15 contains 36660 members 
Mstep: Class 16 contains 10105 members 
Mstep: Class 17 contains 40654 members 
Mstep: Class 18 contains 45106 members 
Mstep: Class 19 contains 46061 members 
Mstep: Class 20 contains 16140 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 35941 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13659 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47530 members 
Mstep: Class 27 contains 46500 members 
Mstep: Class 28 contains 10467 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 41032 members 
Mstep: Class 32 contains 48865 members 
Mstep: Class 33 contains 70906 members 
Mstep: Class 34 contains 30552 members 
Mstep: Class 35 contains 40923 members 
Mstep: Class 36 contains 33581 members 
Mstep: Class 37 contains 39229 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45418 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 45436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420016.000000 Penalty: 141646.312500
Iteration 236Q: 42 clusters Score -1.9642e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 44945 members 
Mstep: Class 3 contains 40066 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 37316 members 
Mstep: Class 7 contains 50090 members 
Mstep: Class 8 contains 13699 members 
Mstep: Class 9 contains 41760 members 
Mstep: Class 10 contains 41888 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 50231 members 
Mstep: Class 15 contains 36613 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 40653 members 
Mstep: Class 18 contains 45112 members 
Mstep: Class 19 contains 46034 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 36025 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 13660 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47536 members 
Mstep: Class 27 contains 46491 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40991 members 
Mstep: Class 32 contains 48858 members 
Mstep: Class 33 contains 70902 members 
Mstep: Class 34 contains 31085 members 
Mstep: Class 35 contains 40918 members 
Mstep: Class 36 contains 33484 members 
Mstep: Class 37 contains 39218 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45396 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420320.000000 Penalty: 141646.312500
Iteration 237Q: 42 clusters Score -1.964203e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 44877 members 
Mstep: Class 3 contains 40038 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 37402 members 
Mstep: Class 7 contains 50058 members 
Mstep: Class 8 contains 13685 members 
Mstep: Class 9 contains 41757 members 
Mstep: Class 10 contains 41844 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 12392 members 
Mstep: Class 14 contains 50211 members 
Mstep: Class 15 contains 36569 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 40674 members 
Mstep: Class 18 contains 45112 members 
Mstep: Class 19 contains 46020 members 
Mstep: Class 20 contains 16154 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 36134 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13666 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47540 members 
Mstep: Class 27 contains 46488 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 810 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40951 members 
Mstep: Class 32 contains 48853 members 
Mstep: Class 33 contains 70910 members 
Mstep: Class 34 contains 31616 members 
Mstep: Class 35 contains 40903 members 
Mstep: Class 36 contains 33368 members 
Mstep: Class 37 contains 39211 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45376 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420176.000000 Penalty: 141646.312500
Iteration 238Q: 42 clusters Score -1.964202e+08 nChanged 2153
Entering ConstructFrom: 
Score: -196420176.000000 Penalty: 141646.312500
Entering ConstructFrom: 
Trying to split cluster 1 (16544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Entering Unmasked Estep 
Score: -2911600.000000 Penalty: 2409.017090
	Iteration 0F: 2 clusters Score -2911600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2899757.750000 Penalty: 4818.034180
	Iteration 0F: 3 clusters Score -2899758 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2903798.250000 Penalty: 4818.034180
	Iteration 1F: 3 clusters Score -2903798 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2904261.500000 Penalty: 4818.034180
	Iteration 2F: 3 clusters Score -2904262 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2904660.750000 Penalty: 4818.034180
	Iteration 3F: 3 clusters Score -2904661 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2905040.250000 Penalty: 4818.034180
	Iteration 4Q: 3 clusters Score -2905040 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2905481.250000 Penalty: 4818.034180
	Iteration 5Q: 3 clusters Score -2905481 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2906005.500000 Penalty: 4818.034180
	Iteration 6F: 3 clusters Score -2906006 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2906691.750000 Penalty: 4818.034180
	Iteration 7F: 3 clusters Score -2906692 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2907490.250000 Penalty: 4818.034180
	Iteration 8F: 3 clusters Score -2907490 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2908273.000000 Penalty: 4818.034180
	Iteration 9F: 3 clusters Score -2908273 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2908807.500000 Penalty: 4818.034180
	Iteration 10Q: 3 clusters Score -2908808 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2909165.750000 Penalty: 4818.034180
	Iteration 11Q: 3 clusters Score -2909166 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2909391.250000 Penalty: 4818.034180
	Iteration 12Q: 3 clusters Score -2909391 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2909575.500000 Penalty: 4818.034180
	Iteration 13Q: 3 clusters Score -2909576 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2909753.000000 Penalty: 4818.034180
	Iteration 14Q: 3 clusters Score -2909753 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2909960.000000 Penalty: 4818.034180
	Iteration 15Q: 3 clusters Score -2909960 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2910212.750000 Penalty: 4818.034180
	Iteration 16Q: 3 clusters Score -2910213 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2910441.750000 Penalty: 4818.034180
	Iteration 17Q: 3 clusters Score -2910442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2910595.000000 Penalty: 4818.034180
	Iteration 18Q: 3 clusters Score -2910595 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2910704.250000 Penalty: 4818.034180
	Iteration 19Q: 3 clusters Score -2910704 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2910773.000000 Penalty: 4818.034180
	Iteration 20F: 3 clusters Score -2910773 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2910812.750000 Penalty: 4818.034180
	Iteration 21Q: 3 clusters Score -2910813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2910841.250000 Penalty: 4818.034180
	Iteration 22Q: 3 clusters Score -2910841 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2910866.750000 Penalty: 4818.034180
	Iteration 23Q: 3 clusters Score -2910867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2910897.500000 Penalty: 4818.034180
	Iteration 24Q: 3 clusters Score -2910898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2910903.500000 Penalty: 4818.034180
	Iteration 25Q: 3 clusters Score -2910904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2910915.500000 Penalty: 4818.034180
	Iteration 26Q: 3 clusters Score -2910916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2910915.250000 Penalty: 4818.034180
	Iteration 27Q: 3 clusters Score -2910915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2910914.500000 Penalty: 4818.034180
	Iteration 28Q: 3 clusters Score -2910914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2910917.250000 Penalty: 4818.034180
	Iteration 29Q: 3 clusters Score -2910917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2910919.750000 Penalty: 4818.034180
	Iteration 30Q: 3 clusters Score -2910920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2910917.750000 Penalty: 4818.034180
	Iteration 31Q: 3 clusters Score -2910918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2910918.000000 Penalty: 4818.034180
	Iteration 32Q: 3 clusters Score -2910918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2910915.750000 Penalty: 4818.034180
	Iteration 33Q: 3 clusters Score -2910916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2910916.000000 Penalty: 4818.034180
	Iteration 34Q: 3 clusters Score -2910916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2910916.000000 Penalty: 4818.034180
	Iteration 35F: 3 clusters Score -2910916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Entering Unmasked Estep 
Score: -8110192.000000 Penalty: 2656.087646
	Iteration 0F: 2 clusters Score -8110192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -8080798.000000 Penalty: 5312.175293
	Iteration 0F: 3 clusters Score -8080798 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8092340.000000 Penalty: 5312.175293
	Iteration 1F: 3 clusters Score -8092340 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -8092784.500000 Penalty: 5312.175293
	Iteration 2Q: 3 clusters Score -8092784 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8093119.500000 Penalty: 5312.175293
	Iteration 3Q: 3 clusters Score -8093120 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8093474.000000 Penalty: 5312.175293
	Iteration 4Q: 3 clusters Score -8093474 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -8093797.000000 Penalty: 5312.175293
	Iteration 5Q: 3 clusters Score -8093797 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -8094146.000000 Penalty: 5312.175293
	Iteration 6Q: 3 clusters Score -8094146 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -8094427.000000 Penalty: 5312.175293
	Iteration 7Q: 3 clusters Score -8094427 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -8094678.000000 Penalty: 5312.175293
	Iteration 8Q: 3 clusters Score -8094678 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8094941.000000 Penalty: 5312.175293
	Iteration 9Q: 3 clusters Score -8094941 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -8095164.000000 Penalty: 5312.175293
	Iteration 10Q: 3 clusters Score -8095164 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -8095470.500000 Penalty: 5312.175293
	Iteration 11Q: 3 clusters Score -8095470 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -8095755.500000 Penalty: 5312.175293
	Iteration 12Q: 3 clusters Score -8095756 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -8096180.500000 Penalty: 5312.175293
	Iteration 13Q: 3 clusters Score -8096180 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -8096707.500000 Penalty: 5312.175293
	Iteration 14Q: 3 clusters Score -8096708 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8097416.500000 Penalty: 5312.175293
	Iteration 15Q: 3 clusters Score -8097416 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -8098377.500000 Penalty: 5312.175293
	Iteration 16Q: 3 clusters Score -8098378 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8099507.500000 Penalty: 5312.175293
	Iteration 17Q: 3 clusters Score -8099508 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -8100572.000000 Penalty: 5312.175293
	Iteration 18Q: 3 clusters Score -8100572 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -8101212.500000 Penalty: 5312.175293
	Iteration 19Q: 3 clusters Score -8101212 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -8101561.000000 Penalty: 5312.175293
	Iteration 20F: 3 clusters Score -8101561 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -8101765.000000 Penalty: 5312.175293
	Iteration 21Q: 3 clusters Score -8101765 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -8101933.000000 Penalty: 5312.175293
	Iteration 22Q: 3 clusters Score -8101933 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -8102088.000000 Penalty: 5312.175293
	Iteration 23Q: 3 clusters Score -8102088 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -8102266.500000 Penalty: 5312.175293
	Iteration 24Q: 3 clusters Score -8102266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -8102481.500000 Penalty: 5312.175293
	Iteration 25Q: 3 clusters Score -8102482 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -8102698.500000 Penalty: 5312.175293
	Iteration 26Q: 3 clusters Score -8102698 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -8102892.000000 Penalty: 5312.175293
	Iteration 27Q: 3 clusters Score -8102892 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -8103128.000000 Penalty: 5312.175293
	Iteration 28Q: 3 clusters Score -8103128 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -8103421.500000 Penalty: 5312.175293
	Iteration 29Q: 3 clusters Score -8103422 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -8103751.000000 Penalty: 5312.175293
	Iteration 30Q: 3 clusters Score -8103751 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -8104047.000000 Penalty: 5312.175293
	Iteration 31Q: 3 clusters Score -8104047 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -8104353.500000 Penalty: 5312.175293
	Iteration 32Q: 3 clusters Score -8104354 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -8104707.500000 Penalty: 5312.175293
	Iteration 33Q: 3 clusters Score -8104708 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -8105005.000000 Penalty: 5312.175293
	Iteration 34Q: 3 clusters Score -8105005 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -8105253.500000 Penalty: 5312.175293
	Iteration 35Q: 3 clusters Score -8105254 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -8105578.000000 Penalty: 5312.175293
	Iteration 36Q: 3 clusters Score -8105578 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8105826.000000 Penalty: 5312.175293
	Iteration 37Q: 3 clusters Score -8105826 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8106084.500000 Penalty: 5312.175293
	Iteration 38Q: 3 clusters Score -8106084 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8106323.500000 Penalty: 5312.175293
	Iteration 39Q: 3 clusters Score -8106324 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -8106522.500000 Penalty: 5312.175293
	Iteration 40F: 3 clusters Score -8106522 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -8106644.000000 Penalty: 5312.175293
	Iteration 41Q: 3 clusters Score -8106644 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -8106757.500000 Penalty: 5312.175293
	Iteration 42Q: 3 clusters Score -8106758 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -8106850.500000 Penalty: 5312.175293
	Iteration 43Q: 3 clusters Score -8106850 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -8106949.000000 Penalty: 5312.175293
	Iteration 44Q: 3 clusters Score -8106949 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -8106979.500000 Penalty: 5312.175293
	Iteration 45Q: 3 clusters Score -8106980 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -8106990.500000 Penalty: 5312.175293
	Iteration 46Q: 3 clusters Score -8106990 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -8107037.000000 Penalty: 5312.175293
	Iteration 47Q: 3 clusters Score -8107037 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -8107031.000000 Penalty: 5312.175293
	Iteration 48Q: 3 clusters Score -8107031 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -8107059.000000 Penalty: 5312.175293
	Iteration 49Q: 3 clusters Score -8107059 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -8107074.000000 Penalty: 5312.175293
	Iteration 50Q: 3 clusters Score -8107074 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -8107082.000000 Penalty: 5312.175293
	Iteration 51Q: 3 clusters Score -8107082 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -8107071.500000 Penalty: 5312.175293
	Iteration 52Q: 3 clusters Score -8107072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -8107111.500000 Penalty: 5312.175293
	Iteration 53Q: 3 clusters Score -8107112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -8107088.000000 Penalty: 5312.175293
	Iteration 54Q: 3 clusters Score -8107088 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -8107087.500000 Penalty: 5312.175293
	Iteration 55Q: 3 clusters Score -8107088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -8107079.000000 Penalty: 5312.175293
	Iteration 56Q: 3 clusters Score -8107079 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -8107087.500000 Penalty: 5312.175293
	Iteration 57Q: 3 clusters Score -8107088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -8107086.500000 Penalty: 5312.175293
	Iteration 58Q: 3 clusters Score -8107086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -8107089.500000 Penalty: 5312.175293
	Iteration 59Q: 3 clusters Score -8107090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -8107111.000000 Penalty: 5312.175293
	Iteration 60F: 3 clusters Score -8107111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -8107087.500000 Penalty: 5312.175293
	Iteration 61Q: 3 clusters Score -8107088 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -8107082.000000 Penalty: 5312.175293
	Iteration 62Q: 3 clusters Score -8107082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -8107060.000000 Penalty: 5312.175293
	Iteration 63Q: 3 clusters Score -8107060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -8107063.000000 Penalty: 5312.175293
	Iteration 64Q: 3 clusters Score -8107063 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -8107067.000000 Penalty: 5312.175293
	Iteration 65Q: 3 clusters Score -8107067 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -8107045.000000 Penalty: 5312.175293
	Iteration 66Q: 3 clusters Score -8107045 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -8107063.000000 Penalty: 5312.175293
	Iteration 67Q: 3 clusters Score -8107063 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -8107047.000000 Penalty: 5312.175293
	Iteration 68Q: 3 clusters Score -8107047 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -8107047.000000 Penalty: 5312.175293
	Iteration 69Q: 3 clusters Score -8107047 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -8107018.000000 Penalty: 5312.175293
	Iteration 70Q: 3 clusters Score -8107018 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -8106995.500000 Penalty: 5312.175293
	Iteration 71Q: 3 clusters Score -8106996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -8106996.000000 Penalty: 5312.175293
	Iteration 72Q: 3 clusters Score -8106996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -8106988.000000 Penalty: 5312.175293
	Iteration 73Q: 3 clusters Score -8106988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -8106976.500000 Penalty: 5312.175293
	Iteration 74Q: 3 clusters Score -8106976 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -8106996.000000 Penalty: 5312.175293
	Iteration 75Q: 3 clusters Score -8106996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -8107001.000000 Penalty: 5312.175293
	Iteration 76Q: 3 clusters Score -8107001 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -8107003.500000 Penalty: 5312.175293
	Iteration 77Q: 3 clusters Score -8107004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -8106970.500000 Penalty: 5312.175293
	Iteration 78Q: 3 clusters Score -8106970 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -8106976.500000 Penalty: 5312.175293
	Iteration 79Q: 3 clusters Score -8106976 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -8106981.000000 Penalty: 5312.175293
	Iteration 80F: 3 clusters Score -8106981 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -8106976.000000 Penalty: 5312.175293
	Iteration 81Q: 3 clusters Score -8106976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -8106978.000000 Penalty: 5312.175293
	Iteration 82Q: 3 clusters Score -8106978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -8106948.500000 Penalty: 5312.175293
	Iteration 83Q: 3 clusters Score -8106948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -8106948.500000 Penalty: 5312.175293
	Iteration 84Q: 3 clusters Score -8106948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -8106936.500000 Penalty: 5312.175293
	Iteration 85Q: 3 clusters Score -8106936 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8106938 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8106950 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -8106957.500000 Penalty: 5312.175293
	Iteration 88Q: 3 clusters Score -8106958 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20050 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8106955 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8106970 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20184 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8106947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8106962.500000 Penalty: 5312.175293
	Iteration 92Q: 3 clusters Score -8106962 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20281 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8106942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8106952 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8106944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8106940 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20402 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8106946 nChanged 20
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Mstep: Class 1 contains 20422 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8106953 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20442 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8106951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8106948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8106926.500000 Penalty: 5312.175293
	Iteration 101Q: 3 clusters Score -8106926 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8106940 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8106931.000000 Penalty: 5312.175293
	Iteration 103Q: 3 clusters Score -8106931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8106944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8106944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8106950 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -8106952.500000 Penalty: 5312.175293
	Iteration 107Q: 3 clusters Score -8106952 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8106972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8106946 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8106960.500000 Penalty: 5312.175293
	Iteration 110Q: 3 clusters Score -8106960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8106950 nChanged 136
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Mstep: Class 1 contains 21303 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8106967 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8106966 nChanged 146
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Mstep: Class 1 contains 21573 members 
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Entering Unmasked Estep 
Score: -8106925.500000 Penalty: 5312.175293
	Iteration 114Q: 3 clusters Score -8106926 nChanged 133
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Mstep: Class 1 contains 21706 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8106916 nChanged 135
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Mstep: Class 1 contains 21841 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8106920 nChanged 128
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	Iteration 117Q: 3 clusters Score -8106893 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22114 members 
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	Iteration 118Q: 3 clusters Score -8106894 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22248 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8106882 nChanged 112
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Mstep: Class 1 contains 22360 members 
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Entering Unmasked Estep 
Score: -8106891.500000 Penalty: 5312.175293
	Iteration 120F: 3 clusters Score -8106892 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22474 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8106878 nChanged 134
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Mstep: Class 1 contains 22608 members 
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	Iteration 122Q: 3 clusters Score -8106860 nChanged 153
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Mstep: Class 1 contains 22761 members 
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	Iteration 123Q: 3 clusters Score -8106901 nChanged 144
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Mstep: Class 1 contains 22905 members 
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	Iteration 124Q: 3 clusters Score -8106890 nChanged 134
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Mstep: Class 1 contains 23039 members 
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	Iteration 125Q: 3 clusters Score -8106848 nChanged 128
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Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 21636 members 
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	Iteration 126Q: 3 clusters Score -8106893 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23275 members 
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	Iteration 127Q: 3 clusters Score -8106866 nChanged 108
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Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 21420 members 
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	Iteration 128Q: 3 clusters Score -8106870 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23489 members 
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	Iteration 129Q: 3 clusters Score -8106856 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23621 members 
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Score: -8106833.500000 Penalty: 5312.175293
	Iteration 130Q: 3 clusters Score -8106834 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23738 members 
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Score: -8106832.500000 Penalty: 5312.175293
	Iteration 131Q: 3 clusters Score -8106832 nChanged 90
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Mstep: Class 1 contains 23828 members 
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	Iteration 132Q: 3 clusters Score -8106832 nChanged 98
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Mstep: Class 1 contains 23924 members 
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	Iteration 133Q: 3 clusters Score -8106849 nChanged 80
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Mstep: Class 1 contains 23998 members 
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Entering Unmasked Estep 
Score: -8106839.000000 Penalty: 5312.175293
	Iteration 134Q: 3 clusters Score -8106839 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24064 members 
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	Iteration 135Q: 3 clusters Score -8106842 nChanged 68
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Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 20675 members 
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	Iteration 136Q: 3 clusters Score -8106844 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24213 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8106838 nChanged 69
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Mstep: Class 1 contains 24278 members 
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Entering Unmasked Estep 
Score: -8106845.500000 Penalty: 5312.175293
	Iteration 138Q: 3 clusters Score -8106846 nChanged 64
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Mstep: Class 1 contains 24342 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8106852 nChanged 69
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Mstep: Class 1 contains 24409 members 
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Entering Unmasked Estep 
Score: -8106837.500000 Penalty: 5312.175293
	Iteration 140F: 3 clusters Score -8106838 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24476 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8106834 nChanged 57
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Mstep: Class 1 contains 24533 members 
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	Iteration 142Q: 3 clusters Score -8106836 nChanged 49
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	Iteration 143Q: 3 clusters Score -8106834 nChanged 46
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	Iteration 144Q: 3 clusters Score -8106844 nChanged 85
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	Iteration 145Q: 3 clusters Score -8106846 nChanged 93
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Mstep: Class 1 contains 24806 members 
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	Iteration 146Q: 3 clusters Score -8106836 nChanged 66
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Mstep: Class 1 contains 24868 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8106833 nChanged 50
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	Iteration 148Q: 3 clusters Score -8106835 nChanged 56
Entering Unmasked Mstep 
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	Iteration 149Q: 3 clusters Score -8106842 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 19786 members 
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Score: -8106840.500000 Penalty: 5312.175293
	Iteration 150Q: 3 clusters Score -8106840 nChanged 46
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Mstep: Class 1 contains 25063 members 
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	Iteration 151Q: 3 clusters Score -8106845 nChanged 55
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Mstep: Class 1 contains 25118 members 
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	Iteration 152Q: 3 clusters Score -8106842 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25166 members 
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	Iteration 153Q: 3 clusters Score -8106840 nChanged 49
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Mstep: Class 1 contains 25215 members 
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	Iteration 154Q: 3 clusters Score -8106844 nChanged 38
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Mstep: Class 1 contains 25251 members 
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	Iteration 155Q: 3 clusters Score -8106849 nChanged 38
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	Iteration 156Q: 3 clusters Score -8106849 nChanged 39
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	Iteration 157Q: 3 clusters Score -8106860 nChanged 32
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	Iteration 158Q: 3 clusters Score -8106852 nChanged 24
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	Iteration 159Q: 3 clusters Score -8106844 nChanged 40
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Score: -8106834.500000 Penalty: 5312.175293
	Iteration 160F: 3 clusters Score -8106834 nChanged 33
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	Iteration 161Q: 3 clusters Score -8106837 nChanged 24
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	Iteration 162Q: 3 clusters Score -8106833 nChanged 23
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	Iteration 163Q: 3 clusters Score -8106820 nChanged 15
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	Iteration 164Q: 3 clusters Score -8106812 nChanged 13
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	Iteration 165Q: 3 clusters Score -8106820 nChanged 15
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	Iteration 166Q: 3 clusters Score -8106824 nChanged 14
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	Iteration 167Q: 3 clusters Score -8106816 nChanged 10
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	Iteration 168Q: 3 clusters Score -8106816 nChanged 10
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	Iteration 169Q: 3 clusters Score -8106820 nChanged 11
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	Iteration 170Q: 3 clusters Score -8106822 nChanged 20
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8106813 nChanged 37
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	Iteration 172Q: 3 clusters Score -8106802 nChanged 43
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	Iteration 173Q: 3 clusters Score -8106800 nChanged 39
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	Iteration 174Q: 3 clusters Score -8106795 nChanged 49
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	Iteration 175Q: 3 clusters Score -8106802 nChanged 56
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	Iteration 176Q: 3 clusters Score -8106804 nChanged 60
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	Iteration 177Q: 3 clusters Score -8106803 nChanged 55
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	Iteration 178Q: 3 clusters Score -8106784 nChanged 64
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	Iteration 179Q: 3 clusters Score -8106800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -8106775.000000 Penalty: 5312.175293
	Iteration 180F: 3 clusters Score -8106775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -8106791.000000 Penalty: 5312.175293
	Iteration 181Q: 3 clusters Score -8106791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -8106798.000000 Penalty: 5312.175293
	Iteration 182Q: 3 clusters Score -8106798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -8106786.000000 Penalty: 5312.175293
	Iteration 183Q: 3 clusters Score -8106786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -8106794.500000 Penalty: 5312.175293
	Iteration 184Q: 3 clusters Score -8106794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -8106784.000000 Penalty: 5312.175293
	Iteration 185Q: 3 clusters Score -8106784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -8106800.500000 Penalty: 5312.175293
	Iteration 186Q: 3 clusters Score -8106800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -8106796.500000 Penalty: 5312.175293
	Iteration 187Q: 3 clusters Score -8106796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -8106797.500000 Penalty: 5312.175293
	Iteration 188Q: 3 clusters Score -8106798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -8106800.000000 Penalty: 5312.175293
	Iteration 189Q: 3 clusters Score -8106800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -8106802.500000 Penalty: 5312.175293
	Iteration 190Q: 3 clusters Score -8106802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -8106805.000000 Penalty: 5312.175293
	Iteration 191Q: 3 clusters Score -8106805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -8106791.000000 Penalty: 5312.175293
	Iteration 192Q: 3 clusters Score -8106791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -8106791.500000 Penalty: 5312.175293
	Iteration 193Q: 3 clusters Score -8106792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -8106813.500000 Penalty: 5312.175293
	Iteration 194Q: 3 clusters Score -8106814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -8106801.000000 Penalty: 5312.175293
	Iteration 195Q: 3 clusters Score -8106801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -8106805.000000 Penalty: 5312.175293
	Iteration 196Q: 3 clusters Score -8106805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -8106793.500000 Penalty: 5312.175293
	Iteration 197Q: 3 clusters Score -8106794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -8106800.000000 Penalty: 5312.175293
	Iteration 198Q: 3 clusters Score -8106800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -8106804.000000 Penalty: 5312.175293
	Iteration 199Q: 3 clusters Score -8106804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -8106799.500000 Penalty: 5312.175293
	Iteration 200F: 3 clusters Score -8106800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -8106805.000000 Penalty: 5312.175293
	Iteration 201Q: 3 clusters Score -8106805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -8106805.500000 Penalty: 5312.175293
	Iteration 202Q: 3 clusters Score -8106806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8106793.000000 Penalty: 5312.175293
	Iteration 203Q: 3 clusters Score -8106793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -8106795.500000 Penalty: 5312.175293
	Iteration 204Q: 3 clusters Score -8106796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -8106800.500000 Penalty: 5312.175293
	Iteration 205Q: 3 clusters Score -8106800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -8106798.500000 Penalty: 5312.175293
	Iteration 206Q: 3 clusters Score -8106798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -8106802.000000 Penalty: 5312.175293
	Iteration 207Q: 3 clusters Score -8106802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -8106787.000000 Penalty: 5312.175293
	Iteration 208Q: 3 clusters Score -8106787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -8106799.500000 Penalty: 5312.175293
	Iteration 209Q: 3 clusters Score -8106800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -8106781.500000 Penalty: 5312.175293
	Iteration 210Q: 3 clusters Score -8106782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8106783.000000 Penalty: 5312.175293
	Iteration 211Q: 3 clusters Score -8106783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -8106787.500000 Penalty: 5312.175293
	Iteration 212Q: 3 clusters Score -8106788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -8106790.500000 Penalty: 5312.175293
	Iteration 213Q: 3 clusters Score -8106790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -8106801.500000 Penalty: 5312.175293
	Iteration 214Q: 3 clusters Score -8106802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -8106792.500000 Penalty: 5312.175293
	Iteration 215Q: 3 clusters Score -8106792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -8106801.500000 Penalty: 5312.175293
	Iteration 216Q: 3 clusters Score -8106802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -8106796.000000 Penalty: 5312.175293
	Iteration 217Q: 3 clusters Score -8106796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -8106793.000000 Penalty: 5312.175293
	Iteration 218Q: 3 clusters Score -8106793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -8106787.000000 Penalty: 5312.175293
	Iteration 219Q: 3 clusters Score -8106787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -8106797.000000 Penalty: 5312.175293
	Iteration 220F: 3 clusters Score -8106797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -8106789.500000 Penalty: 5312.175293
	Iteration 221Q: 3 clusters Score -8106790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -8106793.500000 Penalty: 5312.175293
	Iteration 222Q: 3 clusters Score -8106794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -8106789.500000 Penalty: 5312.175293
	Iteration 223Q: 3 clusters Score -8106790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -8106801.500000 Penalty: 5312.175293
	Iteration 224Q: 3 clusters Score -8106802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -8106787.000000 Penalty: 5312.175293
	Iteration 225Q: 3 clusters Score -8106787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -8106785.500000 Penalty: 5312.175293
	Iteration 226Q: 3 clusters Score -8106786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -8106798.500000 Penalty: 5312.175293
	Iteration 227Q: 3 clusters Score -8106798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -8106792.500000 Penalty: 5312.175293
	Iteration 228Q: 3 clusters Score -8106792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -8106791.000000 Penalty: 5312.175293
	Iteration 229Q: 3 clusters Score -8106791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -8106791.000000 Penalty: 5312.175293
	Iteration 230F: 3 clusters Score -8106791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Entering Unmasked Estep 
Score: -7131225.000000 Penalty: 2627.940674
	Iteration 0F: 2 clusters Score -7131225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -7104252.500000 Penalty: 5255.881348
	Iteration 0F: 3 clusters Score -7104252 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -7114563.500000 Penalty: 5255.881348
	Iteration 1F: 3 clusters Score -7114564 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -7115242.000000 Penalty: 5255.881348
	Iteration 2Q: 3 clusters Score -7115242 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -7116101.000000 Penalty: 5255.881348
	Iteration 3Q: 3 clusters Score -7116101 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -7117437.000000 Penalty: 5255.881348
	Iteration 4F: 3 clusters Score -7117437 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -7119235.500000 Penalty: 5255.881348
	Iteration 5F: 3 clusters Score -7119236 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -7121642.000000 Penalty: 5255.881348
	Iteration 6F: 3 clusters Score -7121642 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -7124280.500000 Penalty: 5255.881348
	Iteration 7F: 3 clusters Score -7124280 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7126392.500000 Penalty: 5255.881348
	Iteration 8F: 3 clusters Score -7126392 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7127751.000000 Penalty: 5255.881348
	Iteration 9Q: 3 clusters Score -7127751 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7128439.000000 Penalty: 5255.881348
	Iteration 10Q: 3 clusters Score -7128439 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7128784.500000 Penalty: 5255.881348
	Iteration 11Q: 3 clusters Score -7128784 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7128953.000000 Penalty: 5255.881348
	Iteration 12Q: 3 clusters Score -7128953 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7129076.500000 Penalty: 5255.881348
	Iteration 13Q: 3 clusters Score -7129076 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7129182.500000 Penalty: 5255.881348
	Iteration 14Q: 3 clusters Score -7129182 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7129231.500000 Penalty: 5255.881348
	Iteration 15Q: 3 clusters Score -7129232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7129255.000000 Penalty: 5255.881348
	Iteration 16Q: 3 clusters Score -7129255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7129268.000000 Penalty: 5255.881348
	Iteration 17Q: 3 clusters Score -7129268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7129285.000000 Penalty: 5255.881348
	Iteration 18Q: 3 clusters Score -7129285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7129306.000000 Penalty: 5255.881348
	Iteration 19Q: 3 clusters Score -7129306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7129323.000000 Penalty: 5255.881348
	Iteration 20F: 3 clusters Score -7129323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7129325.000000 Penalty: 5255.881348
	Iteration 21Q: 3 clusters Score -7129325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7129334.000000 Penalty: 5255.881348
	Iteration 22Q: 3 clusters Score -7129334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7129330.000000 Penalty: 5255.881348
	Iteration 23Q: 3 clusters Score -7129330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7129320.000000 Penalty: 5255.881348
	Iteration 24Q: 3 clusters Score -7129320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7129331.500000 Penalty: 5255.881348
	Iteration 25Q: 3 clusters Score -7129332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7129323.500000 Penalty: 5255.881348
	Iteration 26Q: 3 clusters Score -7129324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7129327.500000 Penalty: 5255.881348
	Iteration 27Q: 3 clusters Score -7129328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7129329.000000 Penalty: 5255.881348
	Iteration 28Q: 3 clusters Score -7129329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7129327.500000 Penalty: 5255.881348
	Iteration 29Q: 3 clusters Score -7129328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7129344.000000 Penalty: 5255.881348
	Iteration 30Q: 3 clusters Score -7129344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7129343.000000 Penalty: 5255.881348
	Iteration 31Q: 3 clusters Score -7129343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7129351.000000 Penalty: 5255.881348
	Iteration 32Q: 3 clusters Score -7129351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7129341.500000 Penalty: 5255.881348
	Iteration 33Q: 3 clusters Score -7129342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7129350.000000 Penalty: 5255.881348
	Iteration 34Q: 3 clusters Score -7129350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7129352.000000 Penalty: 5255.881348
	Iteration 35Q: 3 clusters Score -7129352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7129349.000000 Penalty: 5255.881348
	Iteration 36Q: 3 clusters Score -7129349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7129352.000000 Penalty: 5255.881348
	Iteration 37Q: 3 clusters Score -7129352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7129353.500000 Penalty: 5255.881348
	Iteration 38Q: 3 clusters Score -7129354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7129351.000000 Penalty: 5255.881348
	Iteration 39Q: 3 clusters Score -7129351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7129359.000000 Penalty: 5255.881348
	Iteration 40F: 3 clusters Score -7129359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7129357.500000 Penalty: 5255.881348
	Iteration 41Q: 3 clusters Score -7129358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7129360.500000 Penalty: 5255.881348
	Iteration 42Q: 3 clusters Score -7129360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7129366.500000 Penalty: 5255.881348
	Iteration 43Q: 3 clusters Score -7129366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7129366.000000 Penalty: 5255.881348
	Iteration 44Q: 3 clusters Score -7129366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7129366.000000 Penalty: 5255.881348
	Iteration 45Q: 3 clusters Score -7129366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7129364.500000 Penalty: 5255.881348
	Iteration 46Q: 3 clusters Score -7129364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7129359.500000 Penalty: 5255.881348
	Iteration 47Q: 3 clusters Score -7129360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7129359.500000 Penalty: 5255.881348
	Iteration 48F: 3 clusters Score -7129360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -756467.250000 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -756467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -752261.687500 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -752261.7 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -753345.375000 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -753345.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -753679.437500 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -753679.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -753938.062500 Penalty: 4166.281250
	Iteration 3F: 3 clusters Score -753938.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -754169.062500 Penalty: 4166.281250
	Iteration 4F: 3 clusters Score -754169.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -754452.187500 Penalty: 4166.281250
	Iteration 5F: 3 clusters Score -754452.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -754749.187500 Penalty: 4166.281250
	Iteration 6F: 3 clusters Score -754749.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -754992.500000 Penalty: 4166.281250
	Iteration 7F: 3 clusters Score -754992.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -755171.062500 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -755171.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -755296.250000 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -755296.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -755386.375000 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -755386.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -755431.250000 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -755431.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -755457.187500 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -755457.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -755478.812500 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -755478.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -755495.687500 Penalty: 4166.281250
	Iteration 14Q: 3 clusters Score -755495.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -755507.125000 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -755507.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -755516.250000 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -755516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -755525.562500 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -755525.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -755535.812500 Penalty: 4166.281250
	Iteration 18Q: 3 clusters Score -755535.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -755549.937500 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -755549.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -755566.750000 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -755566.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -755581.312500 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -755581.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -755600.937500 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -755600.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -755627.937500 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -755627.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -755676.062500 Penalty: 4166.281250
	Iteration 24Q: 3 clusters Score -755676.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -755719.187500 Penalty: 4166.281250
	Iteration 25Q: 3 clusters Score -755719.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -755749.187500 Penalty: 4166.281250
	Iteration 26Q: 3 clusters Score -755749.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -755759.187500 Penalty: 4166.281250
	Iteration 27Q: 3 clusters Score -755759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -755765.437500 Penalty: 4166.281250
	Iteration 28Q: 3 clusters Score -755765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -755771.125000 Penalty: 4166.281250
	Iteration 29Q: 3 clusters Score -755771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -755773.562500 Penalty: 4166.281250
	Iteration 30Q: 3 clusters Score -755773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -755775.937500 Penalty: 4166.281250
	Iteration 31Q: 3 clusters Score -755775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -755776.250000 Penalty: 4166.281250
	Iteration 32Q: 3 clusters Score -755776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -755777.937500 Penalty: 4166.281250
	Iteration 33Q: 3 clusters Score -755777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -755779.500000 Penalty: 4166.281250
	Iteration 34Q: 3 clusters Score -755779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -755781.062500 Penalty: 4166.281250
	Iteration 35Q: 3 clusters Score -755781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -755782.375000 Penalty: 4166.281250
	Iteration 36Q: 3 clusters Score -755782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -755783.500000 Penalty: 4166.281250
	Iteration 37Q: 3 clusters Score -755783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -755783.312500 Penalty: 4166.281250
	Iteration 38Q: 3 clusters Score -755783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -755783.250000 Penalty: 4166.281250
	Iteration 39Q: 3 clusters Score -755783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -755783.312500 Penalty: 4166.281250
	Iteration 40F: 3 clusters Score -755783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -755784.375000 Penalty: 4166.281250
	Iteration 41Q: 3 clusters Score -755784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -755784.375000 Penalty: 4166.281250
	Iteration 42F: 3 clusters Score -755784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -456475.718750 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -456475.7 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 1356 members 
Entering Unmasked Estep 
Score: -453416.656250 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -453416.7 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -454202.562500 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -454202.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -454525.875000 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -454525.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -454721.125000 Penalty: 3926.012695
	Iteration 3F: 3 clusters Score -454721.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -454885.875000 Penalty: 3926.012695
	Iteration 4F: 3 clusters Score -454885.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -455020.281250 Penalty: 3926.012695
	Iteration 5F: 3 clusters Score -455020.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -455108.437500 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -455108.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -455195.718750 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -455195.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -455275.875000 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -455275.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -455332.281250 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -455332.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -455380.125000 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -455380.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -455412.500000 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -455412.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -455431.562500 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -455431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -455456.312500 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -455456.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -455479.218750 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -455479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -455486.312500 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -455486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -455492.687500 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -455492.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -455497.250000 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -455497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -455500.156250 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -455500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -455503.281250 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -455503.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -455505.500000 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -455505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -455506.625000 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -455506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -455507.250000 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -455507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -455509.562500 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -455509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -455511.375000 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -455511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -455511.375000 Penalty: 3926.012695
	Iteration 25F: 3 clusters Score -455511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Entering Unmasked Estep 
Score: -6727618.500000 Penalty: 2611.768066
	Iteration 0F: 2 clusters Score -6727618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -6702338.500000 Penalty: 5223.536133
	Iteration 0F: 3 clusters Score -6702338 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -6711740.000000 Penalty: 5223.536133
	Iteration 1F: 3 clusters Score -6711740 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -6712317.500000 Penalty: 5223.536133
	Iteration 2Q: 3 clusters Score -6712318 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -6713053.500000 Penalty: 5223.536133
	Iteration 3Q: 3 clusters Score -6713054 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -6714187.000000 Penalty: 5223.536133
	Iteration 4F: 3 clusters Score -6714187 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -6716087.000000 Penalty: 5223.536133
	Iteration 5F: 3 clusters Score -6716087 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -6718790.500000 Penalty: 5223.536133
	Iteration 6F: 3 clusters Score -6718790 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -6721602.500000 Penalty: 5223.536133
	Iteration 7F: 3 clusters Score -6721602 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -6724000.000000 Penalty: 5223.536133
	Iteration 8F: 3 clusters Score -6724000 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -6725671.500000 Penalty: 5223.536133
	Iteration 9Q: 3 clusters Score -6725672 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -6726510.000000 Penalty: 5223.536133
	Iteration 10Q: 3 clusters Score -6726510 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -6726690.000000 Penalty: 5223.536133
	Iteration 11Q: 3 clusters Score -6726690 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -6726738.000000 Penalty: 5223.536133
	Iteration 12Q: 3 clusters Score -6726738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -6726767.500000 Penalty: 5223.536133
	Iteration 13Q: 3 clusters Score -6726768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -6726776.500000 Penalty: 5223.536133
	Iteration 14Q: 3 clusters Score -6726776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -6726788.000000 Penalty: 5223.536133
	Iteration 15Q: 3 clusters Score -6726788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6726792.500000 Penalty: 5223.536133
	Iteration 16Q: 3 clusters Score -6726792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -6726783.000000 Penalty: 5223.536133
	Iteration 17Q: 3 clusters Score -6726783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6726789.000000 Penalty: 5223.536133
	Iteration 18Q: 3 clusters Score -6726789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -6726784.000000 Penalty: 5223.536133
	Iteration 19Q: 3 clusters Score -6726784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -6726772.500000 Penalty: 5223.536133
	Iteration 20F: 3 clusters Score -6726772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -6726784.000000 Penalty: 5223.536133
	Iteration 21Q: 3 clusters Score -6726784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -6726767.000000 Penalty: 5223.536133
	Iteration 22Q: 3 clusters Score -6726767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -6726776.500000 Penalty: 5223.536133
	Iteration 23Q: 3 clusters Score -6726776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -6726776.500000 Penalty: 5223.536133
	Iteration 24Q: 3 clusters Score -6726776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6726776.000000 Penalty: 5223.536133
	Iteration 25Q: 3 clusters Score -6726776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -6726780.500000 Penalty: 5223.536133
	Iteration 26Q: 3 clusters Score -6726780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -6726782.500000 Penalty: 5223.536133
	Iteration 27Q: 3 clusters Score -6726782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6726780.500000 Penalty: 5223.536133
	Iteration 28Q: 3 clusters Score -6726780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -6726776.000000 Penalty: 5223.536133
	Iteration 29Q: 3 clusters Score -6726776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6726777.500000 Penalty: 5223.536133
	Iteration 30Q: 3 clusters Score -6726778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -6726774.500000 Penalty: 5223.536133
	Iteration 31Q: 3 clusters Score -6726774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6726775.000000 Penalty: 5223.536133
	Iteration 32Q: 3 clusters Score -6726775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6726777.000000 Penalty: 5223.536133
	Iteration 33Q: 3 clusters Score -6726777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6726770.500000 Penalty: 5223.536133
	Iteration 34Q: 3 clusters Score -6726770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6726773.500000 Penalty: 5223.536133
	Iteration 35Q: 3 clusters Score -6726774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6726772.500000 Penalty: 5223.536133
	Iteration 36Q: 3 clusters Score -6726772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6726772.500000 Penalty: 5223.536133
	Iteration 37F: 3 clusters Score -6726772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Entering Unmasked Estep 
Score: -8934598.000000 Penalty: 2683.542969
	Iteration 0F: 2 clusters Score -8934598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -8902041.000000 Penalty: 5367.085938
	Iteration 0F: 3 clusters Score -8902041 nChanged 22988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -8914901.000000 Penalty: 5367.085938
	Iteration 1F: 3 clusters Score -8914901 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -8915593.000000 Penalty: 5367.085938
	Iteration 2Q: 3 clusters Score -8915593 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8916566.000000 Penalty: 5367.085938
	Iteration 3Q: 3 clusters Score -8916566 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -8918039.000000 Penalty: 5367.085938
	Iteration 4F: 3 clusters Score -8918039 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -8920241.000000 Penalty: 5367.085938
	Iteration 5F: 3 clusters Score -8920241 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5367.085938
	Iteration 6F: 3 clusters Score -8923551 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -8927117.000000 Penalty: 5367.085938
	Iteration 7F: 3 clusters Score -8927117 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -8930009.000000 Penalty: 5367.085938
	Iteration 8F: 3 clusters Score -8930009 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8931762.000000 Penalty: 5367.085938
	Iteration 9Q: 3 clusters Score -8931762 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8932698.000000 Penalty: 5367.085938
	Iteration 10Q: 3 clusters Score -8932698 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8933048.000000 Penalty: 5367.085938
	Iteration 11Q: 3 clusters Score -8933048 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8933197.000000 Penalty: 5367.085938
	Iteration 12Q: 3 clusters Score -8933197 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8933286.000000 Penalty: 5367.085938
	Iteration 13Q: 3 clusters Score -8933286 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8933308.000000 Penalty: 5367.085938
	Iteration 14Q: 3 clusters Score -8933308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8933309.000000 Penalty: 5367.085938
	Iteration 15Q: 3 clusters Score -8933309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8933329.000000 Penalty: 5367.085938
	Iteration 16Q: 3 clusters Score -8933329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8933325.000000 Penalty: 5367.085938
	Iteration 17Q: 3 clusters Score -8933325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8933325.000000 Penalty: 5367.085938
	Iteration 18Q: 3 clusters Score -8933325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8933335.000000 Penalty: 5367.085938
	Iteration 19Q: 3 clusters Score -8933335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8933326.000000 Penalty: 5367.085938
	Iteration 20F: 3 clusters Score -8933326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8933318.000000 Penalty: 5367.085938
	Iteration 21Q: 3 clusters Score -8933318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8933339.000000 Penalty: 5367.085938
	Iteration 22Q: 3 clusters Score -8933339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8933347.000000 Penalty: 5367.085938
	Iteration 23Q: 3 clusters Score -8933347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8933357.000000 Penalty: 5367.085938
	Iteration 24Q: 3 clusters Score -8933357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8933352.000000 Penalty: 5367.085938
	Iteration 25Q: 3 clusters Score -8933352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8933348.000000 Penalty: 5367.085938
	Iteration 26Q: 3 clusters Score -8933348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8933340.000000 Penalty: 5367.085938
	Iteration 27Q: 3 clusters Score -8933340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8933354.000000 Penalty: 5367.085938
	Iteration 28Q: 3 clusters Score -8933354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8933352.000000 Penalty: 5367.085938
	Iteration 29Q: 3 clusters Score -8933352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8933351.000000 Penalty: 5367.085938
	Iteration 30Q: 3 clusters Score -8933351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8933350.000000 Penalty: 5367.085938
	Iteration 31Q: 3 clusters Score -8933350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8933358.000000 Penalty: 5367.085938
	Iteration 32Q: 3 clusters Score -8933358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8933370.000000 Penalty: 5367.085938
	Iteration 33Q: 3 clusters Score -8933370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8933380.000000 Penalty: 5367.085938
	Iteration 34Q: 3 clusters Score -8933380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8933375.000000 Penalty: 5367.085938
	Iteration 35Q: 3 clusters Score -8933375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8933377.000000 Penalty: 5367.085938
	Iteration 36Q: 3 clusters Score -8933377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8933374.000000 Penalty: 5367.085938
	Iteration 37Q: 3 clusters Score -8933374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8933367.000000 Penalty: 5367.085938
	Iteration 38Q: 3 clusters Score -8933367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8933372.000000 Penalty: 5367.085938
	Iteration 39Q: 3 clusters Score -8933372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8933370.000000 Penalty: 5367.085938
	Iteration 40F: 3 clusters Score -8933370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8933368.000000 Penalty: 5367.085938
	Iteration 41Q: 3 clusters Score -8933368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8933371.000000 Penalty: 5367.085938
	Iteration 42Q: 3 clusters Score -8933371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8933382.000000 Penalty: 5367.085938
	Iteration 43Q: 3 clusters Score -8933382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8933374.000000 Penalty: 5367.085938
	Iteration 44Q: 3 clusters Score -8933374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8933378.000000 Penalty: 5367.085938
	Iteration 45Q: 3 clusters Score -8933378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8933379.000000 Penalty: 5367.085938
	Iteration 46Q: 3 clusters Score -8933379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8933383.000000 Penalty: 5367.085938
	Iteration 47Q: 3 clusters Score -8933383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8933381.000000 Penalty: 5367.085938
	Iteration 48Q: 3 clusters Score -8933381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8933361.000000 Penalty: 5367.085938
	Iteration 49Q: 3 clusters Score -8933361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8933371.000000 Penalty: 5367.085938
	Iteration 50Q: 3 clusters Score -8933371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8933360.000000 Penalty: 5367.085938
	Iteration 51Q: 3 clusters Score -8933360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8933362.000000 Penalty: 5367.085938
	Iteration 52Q: 3 clusters Score -8933362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8933367.000000 Penalty: 5367.085938
	Iteration 53Q: 3 clusters Score -8933367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8933367.000000 Penalty: 5367.085938
	Iteration 54Q: 3 clusters Score -8933367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8933363.000000 Penalty: 5367.085938
	Iteration 55Q: 3 clusters Score -8933363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8933361.000000 Penalty: 5367.085938
	Iteration 56Q: 3 clusters Score -8933361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8933362.000000 Penalty: 5367.085938
	Iteration 57Q: 3 clusters Score -8933362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8933362.000000 Penalty: 5367.085938
	Iteration 58F: 3 clusters Score -8933362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Entering Unmasked Estep 
Score: -2319659.000000 Penalty: 2361.802490
	Iteration 0F: 2 clusters Score -2319659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2309580.500000 Penalty: 4723.604980
	Iteration 0F: 3 clusters Score -2309580 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2312748.500000 Penalty: 4723.604980
	Iteration 1F: 3 clusters Score -2312748 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2313317.250000 Penalty: 4723.604980
	Iteration 2F: 3 clusters Score -2313317 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2313959.250000 Penalty: 4723.604980
	Iteration 3F: 3 clusters Score -2313959 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2314763.000000 Penalty: 4723.604980
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Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2319027 nChanged 123
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Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2319069 nChanged 105
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Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2319118 nChanged 124
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Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2319164 nChanged 85
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10319 members 
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	Iteration 24Q: 3 clusters Score -2319202 nChanged 85
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2319234 nChanged 71
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Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2319248 nChanged 64
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Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10539 members 
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	Iteration 27Q: 3 clusters Score -2319272 nChanged 64
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Mstep: Class 1 contains 3073 members 
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	Iteration 28Q: 3 clusters Score -2319297 nChanged 58
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Mstep: Class 1 contains 3019 members 
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	Iteration 29Q: 3 clusters Score -2319320 nChanged 58
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Mstep: Class 1 contains 2965 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2319337 nChanged 49
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Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10760 members 
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Mstep: Class 1 contains 2875 members 
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Mstep: Class 1 contains 2842 members 
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Mstep: Class 1 contains 2821 members 
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	Iteration 34Q: 3 clusters Score -2319376 nChanged 18
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Mstep: Class 1 contains 2803 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2785 members 
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	Iteration 36Q: 3 clusters Score -2319392 nChanged 22
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Mstep: Class 1 contains 2763 members 
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Mstep: Class 1 contains 2741 members 
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Mstep: Class 1 contains 2720 members 
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Mstep: Class 1 contains 2692 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2319410 nChanged 23
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Mstep: Class 1 contains 2669 members 
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	Iteration 41Q: 3 clusters Score -2319415 nChanged 18
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Mstep: Class 1 contains 2651 members 
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	Iteration 42Q: 3 clusters Score -2319420 nChanged 21
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Mstep: Class 1 contains 2632 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2319431 nChanged 22
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Mstep: Class 1 contains 2612 members 
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	Iteration 44Q: 3 clusters Score -2319438 nChanged 24
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Mstep: Class 1 contains 2588 members 
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Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11114 members 
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	Iteration 46Q: 3 clusters Score -2319454 nChanged 29
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Mstep: Class 1 contains 2533 members 
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	Iteration 47Q: 3 clusters Score -2319460 nChanged 32
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Mstep: Class 1 contains 2503 members 
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	Iteration 48Q: 3 clusters Score -2319473 nChanged 31
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Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11202 members 
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	Iteration 49Q: 3 clusters Score -2319485 nChanged 32
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Mstep: Class 1 contains 2442 members 
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	Iteration 50Q: 3 clusters Score -2319492 nChanged 39
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Mstep: Class 1 contains 2405 members 
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	Iteration 51Q: 3 clusters Score -2319511 nChanged 46
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2319528 nChanged 46
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Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2319562 nChanged 58
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Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11413 members 
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	Iteration 54Q: 3 clusters Score -2319605 nChanged 74
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Mstep: Class 1 contains 2203 members 
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	Iteration 55Q: 3 clusters Score -2319660 nChanged 71
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Mstep: Class 1 contains 2144 members 
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	Iteration 56Q: 3 clusters Score -2319713 nChanged 73
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Mstep: Class 1 contains 2079 members 
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	Iteration 57Q: 3 clusters Score -2319752 nChanged 66
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Mstep: Class 1 contains 2029 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2319794 nChanged 55
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Mstep: Class 1 contains 1986 members 
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	Iteration 59Q: 3 clusters Score -2319826 nChanged 58
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Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2319856 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2319870 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1888 members 
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	Iteration 62Q: 3 clusters Score -2319889 nChanged 31
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Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2319894 nChanged 21
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Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2319901 nChanged 24
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Mstep: Class 1 contains 1840 members 
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	Iteration 65Q: 3 clusters Score -2319909 nChanged 14
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Mstep: Class 1 contains 1828 members 
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	Iteration 66Q: 3 clusters Score -2319914 nChanged 14
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Mstep: Class 1 contains 1816 members 
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Entering Unmasked Estep 
Score: -2319923.250000 Penalty: 4723.604980
	Iteration 67Q: 3 clusters Score -2319923 nChanged 17
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Mstep: Class 1 contains 1803 members 
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	Iteration 68Q: 3 clusters Score -2319928 nChanged 16
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Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11883 members 
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	Iteration 69Q: 3 clusters Score -2319935 nChanged 17
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Mstep: Class 1 contains 1780 members 
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	Iteration 70Q: 3 clusters Score -2319939 nChanged 12
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Mstep: Class 1 contains 1770 members 
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	Iteration 71Q: 3 clusters Score -2319944 nChanged 10
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11910 members 
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	Iteration 72Q: 3 clusters Score -2319950 nChanged 12
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Mstep: Class 1 contains 1756 members 
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	Iteration 73Q: 3 clusters Score -2319951 nChanged 13
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	Iteration 74Q: 3 clusters Score -2319958 nChanged 13
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Mstep: Class 1 contains 1736 members 
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	Iteration 75Q: 3 clusters Score -2319965 nChanged 20
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	Iteration 76Q: 3 clusters Score -2319977 nChanged 21
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Mstep: Class 1 contains 1705 members 
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	Iteration 77Q: 3 clusters Score -2319980 nChanged 14
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Mstep: Class 1 contains 1691 members 
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	Iteration 78Q: 3 clusters Score -2319981 nChanged 8
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	Iteration 79Q: 3 clusters Score -2319984 nChanged 6
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	Iteration 80F: 3 clusters Score -2319987 nChanged 6
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	Iteration 81Q: 3 clusters Score -2319987 nChanged 6
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	Iteration 82Q: 3 clusters Score -2319986 nChanged 2
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	Iteration 83Q: 3 clusters Score -2319986 nChanged 2
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	Iteration 84Q: 3 clusters Score -2319988 nChanged 1
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	Iteration 85Q: 3 clusters Score -2319988 nChanged 3
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	Iteration 86Q: 3 clusters Score -2319988 nChanged 3
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	Iteration 87Q: 3 clusters Score -2319989 nChanged 2
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	Iteration 88Q: 3 clusters Score -2319988 nChanged 1
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	Iteration 89Q: 3 clusters Score -2319990 nChanged 1
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	Iteration 90Q: 3 clusters Score -2319989 nChanged 1
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	Iteration 91Q: 3 clusters Score -2319990 nChanged 0
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	Iteration 92F: 3 clusters Score -2319990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 44803 members 
Mstep: Class 3 contains 39996 members 
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Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 37471 members 
Mstep: Class 7 contains 50048 members 
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Mstep: Class 9 contains 41752 members 
Mstep: Class 10 contains 41815 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 439 members 
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Mstep: Class 14 contains 50193 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 45111 members 
Mstep: Class 19 contains 46030 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 36232 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47536 members 
Mstep: Class 27 contains 46466 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 808 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40915 members 
Mstep: Class 32 contains 48839 members 
Mstep: Class 33 contains 70897 members 
Mstep: Class 34 contains 32148 members 
Mstep: Class 35 contains 40906 members 
Mstep: Class 36 contains 33269 members 
Mstep: Class 37 contains 39201 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45376 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 44516 members 
Mstep: Class 42 contains 12013 members 
Entering Unmasked Estep 
Score: -196419872.000000 Penalty: 145101.093750
Splitting cluster 8 changes total score from -196420176.000000 to -196419872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Entering Unmasked Estep 
Score: -7443474.000000 Penalty: 2638.596680
	Iteration 0F: 2 clusters Score -7443474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -7415429.500000 Penalty: 5277.193359
	Iteration 0F: 3 clusters Score -7415430 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -7426047.000000 Penalty: 5277.193359
	Iteration 1F: 3 clusters Score -7426047 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7426671.000000 Penalty: 5277.193359
	Iteration 2Q: 3 clusters Score -7426671 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -7427424.500000 Penalty: 5277.193359
	Iteration 3Q: 3 clusters Score -7427424 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -7428506.000000 Penalty: 5277.193359
	Iteration 4F: 3 clusters Score -7428506 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -7430076.000000 Penalty: 5277.193359
	Iteration 5F: 3 clusters Score -7430076 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -7432190.000000 Penalty: 5277.193359
	Iteration 6F: 3 clusters Score -7432190 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -7434764.500000 Penalty: 5277.193359
	Iteration 7F: 3 clusters Score -7434764 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -7437085.000000 Penalty: 5277.193359
	Iteration 8F: 3 clusters Score -7437085 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7438905.500000 Penalty: 5277.193359
	Iteration 9F: 3 clusters Score -7438906 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7440071.000000 Penalty: 5277.193359
	Iteration 10Q: 3 clusters Score -7440071 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7440729.500000 Penalty: 5277.193359
	Iteration 11Q: 3 clusters Score -7440730 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -7441124.000000 Penalty: 5277.193359
	Iteration 12Q: 3 clusters Score -7441124 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -7441314.000000 Penalty: 5277.193359
	Iteration 13Q: 3 clusters Score -7441314 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7441424.500000 Penalty: 5277.193359
	Iteration 14Q: 3 clusters Score -7441424 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7441471.500000 Penalty: 5277.193359
	Iteration 15Q: 3 clusters Score -7441472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -7441505.000000 Penalty: 5277.193359
	Iteration 16Q: 3 clusters Score -7441505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -7441538.500000 Penalty: 5277.193359
	Iteration 17Q: 3 clusters Score -7441538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -7441549.500000 Penalty: 5277.193359
	Iteration 18Q: 3 clusters Score -7441550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -7441552.500000 Penalty: 5277.193359
	Iteration 19Q: 3 clusters Score -7441552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7441568.500000 Penalty: 5277.193359
	Iteration 20F: 3 clusters Score -7441568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -7441569.500000 Penalty: 5277.193359
	Iteration 21Q: 3 clusters Score -7441570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7441565.500000 Penalty: 5277.193359
	Iteration 22Q: 3 clusters Score -7441566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -7441575.000000 Penalty: 5277.193359
	Iteration 23Q: 3 clusters Score -7441575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -7441583.500000 Penalty: 5277.193359
	Iteration 24Q: 3 clusters Score -7441584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -7441590.000000 Penalty: 5277.193359
	Iteration 25Q: 3 clusters Score -7441590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -7441585.000000 Penalty: 5277.193359
	Iteration 26Q: 3 clusters Score -7441585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -7441585.000000 Penalty: 5277.193359
	Iteration 27Q: 3 clusters Score -7441585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -7441585.000000 Penalty: 5277.193359
	Iteration 28F: 3 clusters Score -7441585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Entering Unmasked Estep 
Score: -7496240.500000 Penalty: 2638.970459
	Iteration 0F: 2 clusters Score -7496240 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 20904 members 
Entering Unmasked Estep 
Score: -7468457.500000 Penalty: 5277.940918
	Iteration 0F: 3 clusters Score -7468458 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -7478699.000000 Penalty: 5277.940918
	Iteration 1F: 3 clusters Score -7478699 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -7479136.000000 Penalty: 5277.940918
	Iteration 2Q: 3 clusters Score -7479136 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -7479518.500000 Penalty: 5277.940918
	Iteration 3Q: 3 clusters Score -7479518 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -7479889.500000 Penalty: 5277.940918
	Iteration 4Q: 3 clusters Score -7479890 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -7480216.000000 Penalty: 5277.940918
	Iteration 5Q: 3 clusters Score -7480216 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -7480596.500000 Penalty: 5277.940918
	Iteration 6Q: 3 clusters Score -7480596 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -7481051.500000 Penalty: 5277.940918
	Iteration 7Q: 3 clusters Score -7481052 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -7481619.500000 Penalty: 5277.940918
	Iteration 8Q: 3 clusters Score -7481620 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -7482424.500000 Penalty: 5277.940918
	Iteration 9Q: 3 clusters Score -7482424 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7483371.500000 Penalty: 5277.940918
	Iteration 10Q: 3 clusters Score -7483372 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -7484666.500000 Penalty: 5277.940918
	Iteration 11Q: 3 clusters Score -7484666 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -7485965.500000 Penalty: 5277.940918
	Iteration 12F: 3 clusters Score -7485966 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -7487067.500000 Penalty: 5277.940918
	Iteration 13Q: 3 clusters Score -7487068 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -7487729.000000 Penalty: 5277.940918
	Iteration 14Q: 3 clusters Score -7487729 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -7488094.000000 Penalty: 5277.940918
	Iteration 15Q: 3 clusters Score -7488094 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -7488349.500000 Penalty: 5277.940918
	Iteration 16Q: 3 clusters Score -7488350 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -7488596.500000 Penalty: 5277.940918
	Iteration 17Q: 3 clusters Score -7488596 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -7488827.500000 Penalty: 5277.940918
	Iteration 18Q: 3 clusters Score -7488828 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -7489070.500000 Penalty: 5277.940918
	Iteration 19Q: 3 clusters Score -7489070 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -7489311.000000 Penalty: 5277.940918
	Iteration 20F: 3 clusters Score -7489311 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -7489602.000000 Penalty: 5277.940918
	Iteration 21Q: 3 clusters Score -7489602 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -7489877.000000 Penalty: 5277.940918
	Iteration 22Q: 3 clusters Score -7489877 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -7490144.500000 Penalty: 5277.940918
	Iteration 23Q: 3 clusters Score -7490144 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -7490391.000000 Penalty: 5277.940918
	Iteration 24Q: 3 clusters Score -7490391 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -7490633.500000 Penalty: 5277.940918
	Iteration 25Q: 3 clusters Score -7490634 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -7490896.500000 Penalty: 5277.940918
	Iteration 26Q: 3 clusters Score -7490896 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -7491101.000000 Penalty: 5277.940918
	Iteration 27Q: 3 clusters Score -7491101 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -7491277.500000 Penalty: 5277.940918
	Iteration 28Q: 3 clusters Score -7491278 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -7491425.000000 Penalty: 5277.940918
	Iteration 29Q: 3 clusters Score -7491425 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -7491532.000000 Penalty: 5277.940918
	Iteration 30Q: 3 clusters Score -7491532 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -7491698.500000 Penalty: 5277.940918
	Iteration 31Q: 3 clusters Score -7491698 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -7491880.000000 Penalty: 5277.940918
	Iteration 32Q: 3 clusters Score -7491880 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -7492032.500000 Penalty: 5277.940918
	Iteration 33Q: 3 clusters Score -7492032 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7492179.000000 Penalty: 5277.940918
	Iteration 34Q: 3 clusters Score -7492179 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -7492305.500000 Penalty: 5277.940918
	Iteration 35Q: 3 clusters Score -7492306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -7492432.000000 Penalty: 5277.940918
	Iteration 36Q: 3 clusters Score -7492432 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -7492567.000000 Penalty: 5277.940918
	Iteration 37Q: 3 clusters Score -7492567 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7492706.500000 Penalty: 5277.940918
	Iteration 38Q: 3 clusters Score -7492706 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -7492835.000000 Penalty: 5277.940918
	Iteration 39Q: 3 clusters Score -7492835 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7492981.500000 Penalty: 5277.940918
	Iteration 40F: 3 clusters Score -7492982 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7493125.000000 Penalty: 5277.940918
	Iteration 41Q: 3 clusters Score -7493125 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7493229.500000 Penalty: 5277.940918
	Iteration 42Q: 3 clusters Score -7493230 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7493322.000000 Penalty: 5277.940918
	Iteration 43Q: 3 clusters Score -7493322 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7493436.500000 Penalty: 5277.940918
	Iteration 44Q: 3 clusters Score -7493436 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7493561.000000 Penalty: 5277.940918
	Iteration 45Q: 3 clusters Score -7493561 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7493614.500000 Penalty: 5277.940918
	Iteration 46Q: 3 clusters Score -7493614 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7493672.500000 Penalty: 5277.940918
	Iteration 47Q: 3 clusters Score -7493672 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7493736.000000 Penalty: 5277.940918
	Iteration 48Q: 3 clusters Score -7493736 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7493778.500000 Penalty: 5277.940918
	Iteration 49Q: 3 clusters Score -7493778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7493815.000000 Penalty: 5277.940918
	Iteration 50Q: 3 clusters Score -7493815 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7493849.000000 Penalty: 5277.940918
	Iteration 51Q: 3 clusters Score -7493849 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7493881.000000 Penalty: 5277.940918
	Iteration 52Q: 3 clusters Score -7493881 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7493885.000000 Penalty: 5277.940918
	Iteration 53Q: 3 clusters Score -7493885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7493908.500000 Penalty: 5277.940918
	Iteration 54Q: 3 clusters Score -7493908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7493937.500000 Penalty: 5277.940918
	Iteration 55Q: 3 clusters Score -7493938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7493948.000000 Penalty: 5277.940918
	Iteration 56Q: 3 clusters Score -7493948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7493960.000000 Penalty: 5277.940918
	Iteration 57Q: 3 clusters Score -7493960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7493967.000000 Penalty: 5277.940918
	Iteration 58Q: 3 clusters Score -7493967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7493981.500000 Penalty: 5277.940918
	Iteration 59Q: 3 clusters Score -7493982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7493974.500000 Penalty: 5277.940918
	Iteration 60F: 3 clusters Score -7493974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7493987.500000 Penalty: 5277.940918
	Iteration 61Q: 3 clusters Score -7493988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7493996.000000 Penalty: 5277.940918
	Iteration 62Q: 3 clusters Score -7493996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7494004.500000 Penalty: 5277.940918
	Iteration 63Q: 3 clusters Score -7494004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7494024.500000 Penalty: 5277.940918
	Iteration 64Q: 3 clusters Score -7494024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7494025.000000 Penalty: 5277.940918
	Iteration 65Q: 3 clusters Score -7494025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7494037.000000 Penalty: 5277.940918
	Iteration 66Q: 3 clusters Score -7494037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7494042.500000 Penalty: 5277.940918
	Iteration 67Q: 3 clusters Score -7494042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7494041.500000 Penalty: 5277.940918
	Iteration 68Q: 3 clusters Score -7494042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7494043.500000 Penalty: 5277.940918
	Iteration 69Q: 3 clusters Score -7494044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7494044.500000 Penalty: 5277.940918
	Iteration 70Q: 3 clusters Score -7494044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7494046.500000 Penalty: 5277.940918
	Iteration 71Q: 3 clusters Score -7494046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7494043.000000 Penalty: 5277.940918
	Iteration 72Q: 3 clusters Score -7494043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7494050.500000 Penalty: 5277.940918
	Iteration 73Q: 3 clusters Score -7494050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7494059.000000 Penalty: 5277.940918
	Iteration 74Q: 3 clusters Score -7494059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7494063.500000 Penalty: 5277.940918
	Iteration 75Q: 3 clusters Score -7494064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7494066.500000 Penalty: 5277.940918
	Iteration 76Q: 3 clusters Score -7494066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7494064.500000 Penalty: 5277.940918
	Iteration 77Q: 3 clusters Score -7494064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7494064.000000 Penalty: 5277.940918
	Iteration 78Q: 3 clusters Score -7494064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7494069.000000 Penalty: 5277.940918
	Iteration 79Q: 3 clusters Score -7494069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7494076.500000 Penalty: 5277.940918
	Iteration 80F: 3 clusters Score -7494076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7494066.000000 Penalty: 5277.940918
	Iteration 81Q: 3 clusters Score -7494066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7494068.500000 Penalty: 5277.940918
	Iteration 82Q: 3 clusters Score -7494068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7494069.000000 Penalty: 5277.940918
	Iteration 83Q: 3 clusters Score -7494069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7494069.000000 Penalty: 5277.940918
	Iteration 84F: 3 clusters Score -7494069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60756.218750 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60756.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59267.414062 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -59267.41 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59699.597656 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59699.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59978.265625 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59978.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60176.472656 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -60176.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60256.140625 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -60256.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60316.832031 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -60316.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60373.339844 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -60373.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60410.667969 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60410.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60452.621094 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60452.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60507.957031 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60507.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60542.140625 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60542.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60553.289062 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60553.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60559.683594 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60559.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60570.542969 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60570.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60571.105469 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60571.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60571.105469 Penalty: 3150.039307
	Iteration 15F: 3 clusters Score -60571.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -70751.492188 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -70751.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69313.953125 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -69313.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69512.257812 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -69512.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69604.562500 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -69604.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69691.976562 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -69691.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69852.484375 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -69852.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69976.328125 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -69976.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70061.585938 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -70061.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70116.195312 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -70116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70130.851562 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -70130.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70134.828125 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -70134.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70134.828125 Penalty: 3017.911621
	Iteration 10F: 3 clusters Score -70134.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Entering Unmasked Estep 
Score: -2182929.750000 Penalty: 2337.511963
	Iteration 0F: 2 clusters Score -2182930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2173668.000000 Penalty: 4675.023926
	Iteration 0F: 3 clusters Score -2173668 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2176530.500000 Penalty: 4675.023926
	Iteration 1F: 3 clusters Score -2176530 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2176904.250000 Penalty: 4675.023926
	Iteration 2F: 3 clusters Score -2176904 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2177257.250000 Penalty: 4675.023926
	Iteration 3F: 3 clusters Score -2177257 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2177618.750000 Penalty: 4675.023926
	Iteration 4F: 3 clusters Score -2177619 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2177971.500000 Penalty: 4675.023926
	Iteration 5F: 3 clusters Score -2177972 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2178334.750000 Penalty: 4675.023926
	Iteration 6Q: 3 clusters Score -2178335 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2178735.500000 Penalty: 4675.023926
	Iteration 7F: 3 clusters Score -2178736 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2179174.000000 Penalty: 4675.023926
	Iteration 8Q: 3 clusters Score -2179174 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2179573.000000 Penalty: 4675.023926
	Iteration 9Q: 3 clusters Score -2179573 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2179911.000000 Penalty: 4675.023926
	Iteration 10Q: 3 clusters Score -2179911 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2180150.000000 Penalty: 4675.023926
	Iteration 11Q: 3 clusters Score -2180150 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2180369.500000 Penalty: 4675.023926
	Iteration 12Q: 3 clusters Score -2180370 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2180544.750000 Penalty: 4675.023926
	Iteration 13Q: 3 clusters Score -2180545 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2180708.750000 Penalty: 4675.023926
	Iteration 14Q: 3 clusters Score -2180709 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2180809.250000 Penalty: 4675.023926
	Iteration 15Q: 3 clusters Score -2180809 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2180893.500000 Penalty: 4675.023926
	Iteration 16Q: 3 clusters Score -2180894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2180942.250000 Penalty: 4675.023926
	Iteration 17Q: 3 clusters Score -2180942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2180975.750000 Penalty: 4675.023926
	Iteration 18Q: 3 clusters Score -2180976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2181014.750000 Penalty: 4675.023926
	Iteration 19Q: 3 clusters Score -2181015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2181031.000000 Penalty: 4675.023926
	Iteration 20F: 3 clusters Score -2181031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2181040.000000 Penalty: 4675.023926
	Iteration 21Q: 3 clusters Score -2181040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2181051.500000 Penalty: 4675.023926
	Iteration 22Q: 3 clusters Score -2181052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2181056.500000 Penalty: 4675.023926
	Iteration 23Q: 3 clusters Score -2181056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2181056.500000 Penalty: 4675.023926
	Iteration 24Q: 3 clusters Score -2181056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2181063.250000 Penalty: 4675.023926
	Iteration 25Q: 3 clusters Score -2181063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2181066.750000 Penalty: 4675.023926
	Iteration 26Q: 3 clusters Score -2181067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2181068.250000 Penalty: 4675.023926
	Iteration 27Q: 3 clusters Score -2181068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2181078.750000 Penalty: 4675.023926
	Iteration 28Q: 3 clusters Score -2181079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2181090.750000 Penalty: 4675.023926
	Iteration 29Q: 3 clusters Score -2181091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2181095.750000 Penalty: 4675.023926
	Iteration 30Q: 3 clusters Score -2181096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2181101.500000 Penalty: 4675.023926
	Iteration 31Q: 3 clusters Score -2181102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2181108.750000 Penalty: 4675.023926
	Iteration 32Q: 3 clusters Score -2181109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2181113.000000 Penalty: 4675.023926
	Iteration 33Q: 3 clusters Score -2181113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2181114.750000 Penalty: 4675.023926
	Iteration 34Q: 3 clusters Score -2181115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2181117.750000 Penalty: 4675.023926
	Iteration 35Q: 3 clusters Score -2181118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2181117.000000 Penalty: 4675.023926
	Iteration 36Q: 3 clusters Score -2181117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2181117.000000 Penalty: 4675.023926
	Iteration 37F: 3 clusters Score -2181117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Entering Unmasked Estep 
Score: -8988501.000000 Penalty: 2684.260498
	Iteration 0F: 2 clusters Score -8988501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -8957786.000000 Penalty: 5368.520996
	Iteration 0F: 3 clusters Score -8957786 nChanged 23311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8970805.000000 Penalty: 5368.520996
	Iteration 1F: 3 clusters Score -8970805 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -8971344.000000 Penalty: 5368.520996
	Iteration 2Q: 3 clusters Score -8971344 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8971796.000000 Penalty: 5368.520996
	Iteration 3Q: 3 clusters Score -8971796 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -8972272.000000 Penalty: 5368.520996
	Iteration 4Q: 3 clusters Score -8972272 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -8972758.000000 Penalty: 5368.520996
	Iteration 5Q: 3 clusters Score -8972758 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -8973313.000000 Penalty: 5368.520996
	Iteration 6Q: 3 clusters Score -8973313 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -8973957.000000 Penalty: 5368.520996
	Iteration 7Q: 3 clusters Score -8973957 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -8974623.000000 Penalty: 5368.520996
	Iteration 8Q: 3 clusters Score -8974623 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -8975430.000000 Penalty: 5368.520996
	Iteration 9Q: 3 clusters Score -8975430 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -8976216.000000 Penalty: 5368.520996
	Iteration 10Q: 3 clusters Score -8976216 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8977168.000000 Penalty: 5368.520996
	Iteration 11Q: 3 clusters Score -8977168 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -8978240.000000 Penalty: 5368.520996
	Iteration 12Q: 3 clusters Score -8978240 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -8979521.000000 Penalty: 5368.520996
	Iteration 13Q: 3 clusters Score -8979521 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -8980800.000000 Penalty: 5368.520996
	Iteration 14Q: 3 clusters Score -8980800 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -8982022.000000 Penalty: 5368.520996
	Iteration 15Q: 3 clusters Score -8982022 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -8983089.000000 Penalty: 5368.520996
	Iteration 16Q: 3 clusters Score -8983089 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -8983805.000000 Penalty: 5368.520996
	Iteration 17Q: 3 clusters Score -8983805 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -8984366.000000 Penalty: 5368.520996
	Iteration 18Q: 3 clusters Score -8984366 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8984728.000000 Penalty: 5368.520996
	Iteration 19Q: 3 clusters Score -8984728 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8985037.000000 Penalty: 5368.520996
	Iteration 20F: 3 clusters Score -8985037 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8985262.000000 Penalty: 5368.520996
	Iteration 21Q: 3 clusters Score -8985262 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8985435.000000 Penalty: 5368.520996
	Iteration 22Q: 3 clusters Score -8985435 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -8985576.000000 Penalty: 5368.520996
	Iteration 23Q: 3 clusters Score -8985576 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -8985732.000000 Penalty: 5368.520996
	Iteration 24Q: 3 clusters Score -8985732 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -8985837.000000 Penalty: 5368.520996
	Iteration 25Q: 3 clusters Score -8985837 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -8985929.000000 Penalty: 5368.520996
	Iteration 26Q: 3 clusters Score -8985929 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -8986026.000000 Penalty: 5368.520996
	Iteration 27Q: 3 clusters Score -8986026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -8986126.000000 Penalty: 5368.520996
	Iteration 28Q: 3 clusters Score -8986126 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -8986198.000000 Penalty: 5368.520996
	Iteration 29Q: 3 clusters Score -8986198 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -8986245.000000 Penalty: 5368.520996
	Iteration 30Q: 3 clusters Score -8986245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -8986285.000000 Penalty: 5368.520996
	Iteration 31Q: 3 clusters Score -8986285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -8986289.000000 Penalty: 5368.520996
	Iteration 32Q: 3 clusters Score -8986289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -8986310.000000 Penalty: 5368.520996
	Iteration 33Q: 3 clusters Score -8986310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -8986304.000000 Penalty: 5368.520996
	Iteration 34Q: 3 clusters Score -8986304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -8986345.000000 Penalty: 5368.520996
	Iteration 35Q: 3 clusters Score -8986345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -8986355.000000 Penalty: 5368.520996
	Iteration 36Q: 3 clusters Score -8986355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -8986357.000000 Penalty: 5368.520996
	Iteration 37Q: 3 clusters Score -8986357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -8986369.000000 Penalty: 5368.520996
	Iteration 38Q: 3 clusters Score -8986369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -8986365.000000 Penalty: 5368.520996
	Iteration 39Q: 3 clusters Score -8986365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -8986377.000000 Penalty: 5368.520996
	Iteration 40F: 3 clusters Score -8986377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -8986384.000000 Penalty: 5368.520996
	Iteration 41Q: 3 clusters Score -8986384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -8986371.000000 Penalty: 5368.520996
	Iteration 42Q: 3 clusters Score -8986371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -8986390.000000 Penalty: 5368.520996
	Iteration 43Q: 3 clusters Score -8986390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -8986394.000000 Penalty: 5368.520996
	Iteration 44Q: 3 clusters Score -8986394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -8986393.000000 Penalty: 5368.520996
	Iteration 45Q: 3 clusters Score -8986393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -8986392.000000 Penalty: 5368.520996
	Iteration 46Q: 3 clusters Score -8986392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -8986389.000000 Penalty: 5368.520996
	Iteration 47Q: 3 clusters Score -8986389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -8986396.000000 Penalty: 5368.520996
	Iteration 48Q: 3 clusters Score -8986396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -8986391.000000 Penalty: 5368.520996
	Iteration 49Q: 3 clusters Score -8986391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -8986391.000000 Penalty: 5368.520996
	Iteration 50Q: 3 clusters Score -8986391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -8986390.000000 Penalty: 5368.520996
	Iteration 51Q: 3 clusters Score -8986390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -8986388.000000 Penalty: 5368.520996
	Iteration 52Q: 3 clusters Score -8986388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -8986383.000000 Penalty: 5368.520996
	Iteration 53Q: 3 clusters Score -8986383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -8986389.000000 Penalty: 5368.520996
	Iteration 54Q: 3 clusters Score -8986389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -8986396.000000 Penalty: 5368.520996
	Iteration 55Q: 3 clusters Score -8986396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -8986399.000000 Penalty: 5368.520996
	Iteration 56Q: 3 clusters Score -8986399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -8986390.000000 Penalty: 5368.520996
	Iteration 57Q: 3 clusters Score -8986390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -8986399.000000 Penalty: 5368.520996
	Iteration 58Q: 3 clusters Score -8986399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -8986404.000000 Penalty: 5368.520996
	Iteration 59Q: 3 clusters Score -8986404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -8986393.000000 Penalty: 5368.520996
	Iteration 60F: 3 clusters Score -8986393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Entering Unmasked Estep 
Score: -6507766.000000 Penalty: 2605.603027
	Iteration 0F: 2 clusters Score -6507766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -6482877.000000 Penalty: 5211.206055
	Iteration 0F: 3 clusters Score -6482877 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -6492078.500000 Penalty: 5211.206055
	Iteration 1F: 3 clusters Score -6492078 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -6492493.000000 Penalty: 5211.206055
	Iteration 2Q: 3 clusters Score -6492493 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -6492821.000000 Penalty: 5211.206055
	Iteration 3Q: 3 clusters Score -6492821 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -6493143.500000 Penalty: 5211.206055
	Iteration 4Q: 3 clusters Score -6493144 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -6493435.000000 Penalty: 5211.206055
	Iteration 5Q: 3 clusters Score -6493435 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -6493764.500000 Penalty: 5211.206055
	Iteration 6Q: 3 clusters Score -6493764 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -6494150.500000 Penalty: 5211.206055
	Iteration 7Q: 3 clusters Score -6494150 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -6494600.000000 Penalty: 5211.206055
	Iteration 8Q: 3 clusters Score -6494600 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -6495327.500000 Penalty: 5211.206055
	Iteration 9Q: 3 clusters Score -6495328 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6496227.000000 Penalty: 5211.206055
	Iteration 10Q: 3 clusters Score -6496227 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -6497246.500000 Penalty: 5211.206055
	Iteration 11F: 3 clusters Score -6497246 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -6498422.000000 Penalty: 5211.206055
	Iteration 12F: 3 clusters Score -6498422 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -6499541.500000 Penalty: 5211.206055
	Iteration 13F: 3 clusters Score -6499542 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -6500546.000000 Penalty: 5211.206055
	Iteration 14F: 3 clusters Score -6500546 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -6501495.000000 Penalty: 5211.206055
	Iteration 15Q: 3 clusters Score -6501495 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -6502418.000000 Penalty: 5211.206055
	Iteration 16Q: 3 clusters Score -6502418 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -6503360.500000 Penalty: 5211.206055
	Iteration 17Q: 3 clusters Score -6503360 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -6504101.000000 Penalty: 5211.206055
	Iteration 18Q: 3 clusters Score -6504101 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -6504514.000000 Penalty: 5211.206055
	Iteration 19Q: 3 clusters Score -6504514 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -6504726.500000 Penalty: 5211.206055
	Iteration 20F: 3 clusters Score -6504726 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -6504833.000000 Penalty: 5211.206055
	Iteration 21Q: 3 clusters Score -6504833 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -6504895.500000 Penalty: 5211.206055
	Iteration 22Q: 3 clusters Score -6504896 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -6504918.500000 Penalty: 5211.206055
	Iteration 23Q: 3 clusters Score -6504918 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -6504946.000000 Penalty: 5211.206055
	Iteration 24Q: 3 clusters Score -6504946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -6504977.500000 Penalty: 5211.206055
	Iteration 25Q: 3 clusters Score -6504978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -6504982.000000 Penalty: 5211.206055
	Iteration 26Q: 3 clusters Score -6504982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -6504983.000000 Penalty: 5211.206055
	Iteration 27Q: 3 clusters Score -6504983 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6505000 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6505006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6505030 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6505058 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6505072 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6505082 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6505090 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25729 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6505100 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6505110 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6505132 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6505156 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6505178 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6505166 nChanged 96
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Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6505186 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26537 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6505180 nChanged 81
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Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6505184 nChanged 82
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Mstep: Class 1 contains 26700 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6505175 nChanged 86
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Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6505192 nChanged 75
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Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6505208 nChanged 83
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Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6505218 nChanged 81
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Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6505243 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6505250 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6505260 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6505254 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6505253 nChanged 66
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Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6505254 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6505272 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6505292 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6505308 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27761 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6505306 nChanged 75
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Mstep: Class 1 contains 27836 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6505308 nChanged 75
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Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6505317 nChanged 67
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Mstep: Class 1 contains 27978 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6505334 nChanged 59
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Mstep: Class 1 contains 28037 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6505332 nChanged 53
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6505338 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28142 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28186 members 
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	Iteration 65Q: 3 clusters Score -6505356 nChanged 41
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6505348 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28271 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6505341 nChanged 41
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Mstep: Class 1 contains 28312 members 
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	Iteration 68Q: 3 clusters Score -6505366 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6505368 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 8147 members 
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	Iteration 70Q: 3 clusters Score -6505360 nChanged 53
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Mstep: Class 1 contains 28455 members 
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	Iteration 71Q: 3 clusters Score -6505358 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28499 members 
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	Iteration 72Q: 3 clusters Score -6505362 nChanged 42
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Mstep: Class 1 contains 28539 members 
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	Iteration 73Q: 3 clusters Score -6505359 nChanged 40
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Mstep: Class 1 contains 28579 members 
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	Iteration 74Q: 3 clusters Score -6505368 nChanged 45
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	Iteration 75Q: 3 clusters Score -6505368 nChanged 50
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	Iteration 76Q: 3 clusters Score -6505373 nChanged 44
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	Iteration 77Q: 3 clusters Score -6505380 nChanged 38
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	Iteration 78Q: 3 clusters Score -6505374 nChanged 43
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6505392 nChanged 39
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Mstep: Class 1 contains 28838 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6505404 nChanged 47
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Mstep: Class 1 contains 28885 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6505408 nChanged 51
Entering Unmasked Mstep 
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	Iteration 82Q: 3 clusters Score -6505421 nChanged 50
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	Iteration 83Q: 3 clusters Score -6505422 nChanged 45
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Mstep: Class 1 contains 29029 members 
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	Iteration 84Q: 3 clusters Score -6505414 nChanged 49
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6505415 nChanged 36
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Mstep: Class 1 contains 29114 members 
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	Iteration 86Q: 3 clusters Score -6505431 nChanged 41
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6505438 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6505430 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29263 members 
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	Iteration 89Q: 3 clusters Score -6505422 nChanged 61
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	Iteration 90Q: 3 clusters Score -6505436 nChanged 57
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Mstep: Class 1 contains 29381 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6505448 nChanged 62
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Mstep: Class 1 contains 29443 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6505464 nChanged 53
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Mstep: Class 1 contains 29496 members 
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	Iteration 93Q: 3 clusters Score -6505468 nChanged 53
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Mstep: Class 1 contains 29549 members 
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	Iteration 94Q: 3 clusters Score -6505468 nChanged 40
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	Iteration 95Q: 3 clusters Score -6505464 nChanged 40
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	Iteration 96Q: 3 clusters Score -6505480 nChanged 51
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	Iteration 98Q: 3 clusters Score -6505509 nChanged 44
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6505525 nChanged 51
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Mstep: Class 1 contains 29819 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6505512 nChanged 46
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Mstep: Class 1 contains 29865 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29909 members 
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	Iteration 102Q: 3 clusters Score -6505550 nChanged 51
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6505552 nChanged 54
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	Iteration 104Q: 3 clusters Score -6505542 nChanged 46
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	Iteration 105Q: 3 clusters Score -6505569 nChanged 46
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	Iteration 106Q: 3 clusters Score -6505567 nChanged 53
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	Iteration 107Q: 3 clusters Score -6505563 nChanged 57
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	Iteration 108Q: 3 clusters Score -6505564 nChanged 40
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Mstep: Class 2 contains 6297 members 
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	Iteration 109Q: 3 clusters Score -6505558 nChanged 38
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6505554 nChanged 40
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Mstep: Class 1 contains 30332 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6505542 nChanged 41
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6505546 nChanged 43
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6505546 nChanged 38
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	Iteration 114Q: 3 clusters Score -6505556 nChanged 31
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	Iteration 115Q: 3 clusters Score -6505565 nChanged 31
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	Iteration 116Q: 3 clusters Score -6505568 nChanged 25
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	Iteration 117Q: 3 clusters Score -6505567 nChanged 27
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6505578 nChanged 33
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6505576 nChanged 29
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6505584 nChanged 23
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	Iteration 160F: 3 clusters Score -6505740 nChanged 12
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	Iteration 164Q: 3 clusters Score -6505739 nChanged 10
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	Iteration 180F: 3 clusters Score -6505747 nChanged 8
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	Iteration 213Q: 3 clusters Score -6505772 nChanged 7
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6505790 nChanged 7
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6505794 nChanged 7
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	Iteration 220F: 3 clusters Score -6505799 nChanged 11
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	Iteration 222Q: 3 clusters Score -6505790 nChanged 8
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6505802 nChanged 10
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	Iteration 224Q: 3 clusters Score -6505800 nChanged 13
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	Iteration 226Q: 3 clusters Score -6505807 nChanged 10
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	Iteration 228Q: 3 clusters Score -6505805 nChanged 11
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	Iteration 229Q: 3 clusters Score -6505798 nChanged 12
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	Iteration 230Q: 3 clusters Score -6505798 nChanged 11
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6505801 nChanged 6
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	Iteration 232Q: 3 clusters Score -6505805 nChanged 11
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	Iteration 234Q: 3 clusters Score -6505806 nChanged 12
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -6505798 nChanged 17
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	Iteration 237Q: 3 clusters Score -6505808 nChanged 20
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	Iteration 238Q: 3 clusters Score -6505810 nChanged 18
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	Iteration 239Q: 3 clusters Score -6505817 nChanged 17
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6505818 nChanged 23
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	Iteration 242Q: 3 clusters Score -6505845 nChanged 23
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	Iteration 246Q: 3 clusters Score -6505851 nChanged 8
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	Iteration 254Q: 3 clusters Score -6505854 nChanged 1
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	Iteration 255Q: 3 clusters Score -6505855 nChanged 2
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	Iteration 256Q: 3 clusters Score -6505853 nChanged 4
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	Iteration 257Q: 3 clusters Score -6505854 nChanged 4
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	Iteration 259Q: 3 clusters Score -6505853 nChanged 6
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	Iteration 260F: 3 clusters Score -6505858 nChanged 7
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	Iteration 261Q: 3 clusters Score -6505856 nChanged 6
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	Iteration 263Q: 3 clusters Score -6505867 nChanged 6
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	Iteration 264Q: 3 clusters Score -6505858 nChanged 8
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	Iteration 275Q: 3 clusters Score -6505854 nChanged 1
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	Iteration 277Q: 3 clusters Score -6505856 nChanged 4
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	Iteration 279Q: 3 clusters Score -6505860 nChanged 8
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	Iteration 280F: 3 clusters Score -6505862 nChanged 8
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	Iteration 281Q: 3 clusters Score -6505858 nChanged 5
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	Iteration 282Q: 3 clusters Score -6505875 nChanged 7
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	Iteration 289Q: 3 clusters Score -6505879 nChanged 17
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	Iteration 297Q: 3 clusters Score -6505874 nChanged 9
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	Iteration 299Q: 3 clusters Score -6505882 nChanged 15
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	Iteration 300F: 3 clusters Score -6505880 nChanged 16
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Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6505904.500000 Penalty: 5211.206055
	Iteration 307Q: 3 clusters Score -6505904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6505911.500000 Penalty: 5211.206055
	Iteration 308Q: 3 clusters Score -6505912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -6505910.500000 Penalty: 5211.206055
	Iteration 309Q: 3 clusters Score -6505910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6505908.000000 Penalty: 5211.206055
	Iteration 310Q: 3 clusters Score -6505908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6505909.500000 Penalty: 5211.206055
	Iteration 311Q: 3 clusters Score -6505910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6505908.000000 Penalty: 5211.206055
	Iteration 312Q: 3 clusters Score -6505908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6505907.500000 Penalty: 5211.206055
	Iteration 313Q: 3 clusters Score -6505908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6505908.000000 Penalty: 5211.206055
	Iteration 314Q: 3 clusters Score -6505908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6505908.000000 Penalty: 5211.206055
	Iteration 315Q: 3 clusters Score -6505908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6505893.000000 Penalty: 5211.206055
	Iteration 316Q: 3 clusters Score -6505893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -6505900.500000 Penalty: 5211.206055
	Iteration 317Q: 3 clusters Score -6505900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6505895.500000 Penalty: 5211.206055
	Iteration 318Q: 3 clusters Score -6505896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6505899.500000 Penalty: 5211.206055
	Iteration 319Q: 3 clusters Score -6505900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6505909.500000 Penalty: 5211.206055
	Iteration 320F: 3 clusters Score -6505910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6505911.000000 Penalty: 5211.206055
	Iteration 321Q: 3 clusters Score -6505911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6505903.500000 Penalty: 5211.206055
	Iteration 322Q: 3 clusters Score -6505904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6505910.000000 Penalty: 5211.206055
	Iteration 323Q: 3 clusters Score -6505910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6505911.000000 Penalty: 5211.206055
	Iteration 324Q: 3 clusters Score -6505911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6505908.000000 Penalty: 5211.206055
	Iteration 325Q: 3 clusters Score -6505908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6505909.000000 Penalty: 5211.206055
	Iteration 326Q: 3 clusters Score -6505909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6505909.000000 Penalty: 5211.206055
	Iteration 327F: 3 clusters Score -6505909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1755164.750000 Penalty: 2286.607666
	Iteration 0F: 2 clusters Score -1755165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1747388.500000 Penalty: 4573.215332
	Iteration 0F: 3 clusters Score -1747388 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1749703.625000 Penalty: 4573.215332
	Iteration 1F: 3 clusters Score -1749704 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1749967.500000 Penalty: 4573.215332
	Iteration 2F: 3 clusters Score -1749968 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1750168.750000 Penalty: 4573.215332
	Iteration 3Q: 3 clusters Score -1750169 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1750349.375000 Penalty: 4573.215332
	Iteration 4Q: 3 clusters Score -1750349 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1750535.750000 Penalty: 4573.215332
	Iteration 5Q: 3 clusters Score -1750536 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1750728.000000 Penalty: 4573.215332
	Iteration 6Q: 3 clusters Score -1750728 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1750919.500000 Penalty: 4573.215332
	Iteration 7Q: 3 clusters Score -1750920 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1751131.625000 Penalty: 4573.215332
	Iteration 8Q: 3 clusters Score -1751132 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1751391.250000 Penalty: 4573.215332
	Iteration 9Q: 3 clusters Score -1751391 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1751697.000000 Penalty: 4573.215332
	Iteration 10Q: 3 clusters Score -1751697 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1752014.375000 Penalty: 4573.215332
	Iteration 11Q: 3 clusters Score -1752014 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1752336.000000 Penalty: 4573.215332
	Iteration 12Q: 3 clusters Score -1752336 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1752651.875000 Penalty: 4573.215332
	Iteration 13Q: 3 clusters Score -1752652 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1752941.375000 Penalty: 4573.215332
	Iteration 14Q: 3 clusters Score -1752941 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1753165.750000 Penalty: 4573.215332
	Iteration 15Q: 3 clusters Score -1753166 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1753351.500000 Penalty: 4573.215332
	Iteration 16Q: 3 clusters Score -1753352 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1753471.125000 Penalty: 4573.215332
	Iteration 17Q: 3 clusters Score -1753471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1753550.875000 Penalty: 4573.215332
	Iteration 18Q: 3 clusters Score -1753551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1753611.375000 Penalty: 4573.215332
	Iteration 19Q: 3 clusters Score -1753611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1753667.750000 Penalty: 4573.215332
	Iteration 20F: 3 clusters Score -1753668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1753708.125000 Penalty: 4573.215332
	Iteration 21Q: 3 clusters Score -1753708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1753739.750000 Penalty: 4573.215332
	Iteration 22Q: 3 clusters Score -1753740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1753774.875000 Penalty: 4573.215332
	Iteration 23Q: 3 clusters Score -1753775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1753794.375000 Penalty: 4573.215332
	Iteration 24Q: 3 clusters Score -1753794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1753806.250000 Penalty: 4573.215332
	Iteration 25Q: 3 clusters Score -1753806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1753813.250000 Penalty: 4573.215332
	Iteration 26Q: 3 clusters Score -1753813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1753812.250000 Penalty: 4573.215332
	Iteration 27Q: 3 clusters Score -1753812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1753813.750000 Penalty: 4573.215332
	Iteration 28Q: 3 clusters Score -1753814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1753815.750000 Penalty: 4573.215332
	Iteration 29Q: 3 clusters Score -1753816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1753815.125000 Penalty: 4573.215332
	Iteration 30Q: 3 clusters Score -1753815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1753815.125000 Penalty: 4573.215332
	Iteration 31F: 3 clusters Score -1753815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Entering Unmasked Estep 
Score: -7331615.500000 Penalty: 2632.249512
	Iteration 0F: 2 clusters Score -7331616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7304307.500000 Penalty: 5264.499023
	Iteration 0F: 3 clusters Score -7304308 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -7314386.500000 Penalty: 5264.499023
	Iteration 1F: 3 clusters Score -7314386 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -7314807.500000 Penalty: 5264.499023
	Iteration 2Q: 3 clusters Score -7314808 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -7315147.000000 Penalty: 5264.499023
	Iteration 3Q: 3 clusters Score -7315147 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -7315486.500000 Penalty: 5264.499023
	Iteration 4Q: 3 clusters Score -7315486 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7315814.500000 Penalty: 5264.499023
	Iteration 5Q: 3 clusters Score -7315814 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -7316166.500000 Penalty: 5264.499023
	Iteration 6Q: 3 clusters Score -7316166 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -7316523.500000 Penalty: 5264.499023
	Iteration 7Q: 3 clusters Score -7316524 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -7317010.000000 Penalty: 5264.499023
	Iteration 8Q: 3 clusters Score -7317010 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -7317663.500000 Penalty: 5264.499023
	Iteration 9Q: 3 clusters Score -7317664 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -7318419.000000 Penalty: 5264.499023
	Iteration 10Q: 3 clusters Score -7318419 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -7319448.000000 Penalty: 5264.499023
	Iteration 11Q: 3 clusters Score -7319448 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -7320725.000000 Penalty: 5264.499023
	Iteration 12F: 3 clusters Score -7320725 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -7322441.000000 Penalty: 5264.499023
	Iteration 13F: 3 clusters Score -7322441 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -7324114.000000 Penalty: 5264.499023
	Iteration 14F: 3 clusters Score -7324114 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7325773.500000 Penalty: 5264.499023
	Iteration 15F: 3 clusters Score -7325774 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7327108.500000 Penalty: 5264.499023
	Iteration 16Q: 3 clusters Score -7327108 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7328009.500000 Penalty: 5264.499023
	Iteration 17Q: 3 clusters Score -7328010 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7328576.500000 Penalty: 5264.499023
	Iteration 18Q: 3 clusters Score -7328576 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7328904.500000 Penalty: 5264.499023
	Iteration 19Q: 3 clusters Score -7328904 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7329063.000000 Penalty: 5264.499023
	Iteration 20F: 3 clusters Score -7329063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7329183.000000 Penalty: 5264.499023
	Iteration 21Q: 3 clusters Score -7329183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7329243.500000 Penalty: 5264.499023
	Iteration 22Q: 3 clusters Score -7329244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7329286.500000 Penalty: 5264.499023
	Iteration 23Q: 3 clusters Score -7329286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7329314.000000 Penalty: 5264.499023
	Iteration 24Q: 3 clusters Score -7329314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7329332.500000 Penalty: 5264.499023
	Iteration 25Q: 3 clusters Score -7329332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7329343.500000 Penalty: 5264.499023
	Iteration 26Q: 3 clusters Score -7329344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7329356.500000 Penalty: 5264.499023
	Iteration 27Q: 3 clusters Score -7329356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7329368.500000 Penalty: 5264.499023
	Iteration 28Q: 3 clusters Score -7329368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7329376.000000 Penalty: 5264.499023
	Iteration 29Q: 3 clusters Score -7329376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7329393.500000 Penalty: 5264.499023
	Iteration 30Q: 3 clusters Score -7329394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7329412.000000 Penalty: 5264.499023
	Iteration 31Q: 3 clusters Score -7329412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7329421.500000 Penalty: 5264.499023
	Iteration 32Q: 3 clusters Score -7329422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7329432.000000 Penalty: 5264.499023
	Iteration 33Q: 3 clusters Score -7329432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7329441.000000 Penalty: 5264.499023
	Iteration 34Q: 3 clusters Score -7329441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7329437.500000 Penalty: 5264.499023
	Iteration 35Q: 3 clusters Score -7329438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7329448.500000 Penalty: 5264.499023
	Iteration 36Q: 3 clusters Score -7329448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7329450.000000 Penalty: 5264.499023
	Iteration 37Q: 3 clusters Score -7329450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7329463.000000 Penalty: 5264.499023
	Iteration 38Q: 3 clusters Score -7329463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7329471.500000 Penalty: 5264.499023
	Iteration 39Q: 3 clusters Score -7329472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7329475.500000 Penalty: 5264.499023
	Iteration 40F: 3 clusters Score -7329476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7329482.000000 Penalty: 5264.499023
	Iteration 41Q: 3 clusters Score -7329482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7329475.500000 Penalty: 5264.499023
	Iteration 42Q: 3 clusters Score -7329476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7329478.500000 Penalty: 5264.499023
	Iteration 43Q: 3 clusters Score -7329478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7329485.000000 Penalty: 5264.499023
	Iteration 44Q: 3 clusters Score -7329485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7329489.500000 Penalty: 5264.499023
	Iteration 45Q: 3 clusters Score -7329490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7329489.500000 Penalty: 5264.499023
	Iteration 46F: 3 clusters Score -7329490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Entering Unmasked Estep 
Score: -8203877.000000 Penalty: 2657.786621
	Iteration 0F: 2 clusters Score -8203877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -8175001.500000 Penalty: 5315.573242
	Iteration 0F: 3 clusters Score -8175002 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -8186313.500000 Penalty: 5315.573242
	Iteration 1F: 3 clusters Score -8186314 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -8186739.000000 Penalty: 5315.573242
	Iteration 2Q: 3 clusters Score -8186739 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -8187188.500000 Penalty: 5315.573242
	Iteration 3Q: 3 clusters Score -8187188 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -8187647.500000 Penalty: 5315.573242
	Iteration 4Q: 3 clusters Score -8187648 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -8188100.000000 Penalty: 5315.573242
	Iteration 5Q: 3 clusters Score -8188100 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -8188691.500000 Penalty: 5315.573242
	Iteration 6Q: 3 clusters Score -8188692 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -8189401.500000 Penalty: 5315.573242
	Iteration 7Q: 3 clusters Score -8189402 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -8190384.500000 Penalty: 5315.573242
	Iteration 8Q: 3 clusters Score -8190384 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -8191890.500000 Penalty: 5315.573242
	Iteration 9F: 3 clusters Score -8191890 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8194023.000000 Penalty: 5315.573242
	Iteration 10F: 3 clusters Score -8194023 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8196280.500000 Penalty: 5315.573242
	Iteration 11F: 3 clusters Score -8196280 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -8198394.500000 Penalty: 5315.573242
	Iteration 12F: 3 clusters Score -8198394 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8199894.000000 Penalty: 5315.573242
	Iteration 13Q: 3 clusters Score -8199894 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8200741.000000 Penalty: 5315.573242
	Iteration 14Q: 3 clusters Score -8200741 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8201149.500000 Penalty: 5315.573242
	Iteration 15Q: 3 clusters Score -8201150 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8201358.000000 Penalty: 5315.573242
	Iteration 16Q: 3 clusters Score -8201358 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8201468.000000 Penalty: 5315.573242
	Iteration 17Q: 3 clusters Score -8201468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8201542.000000 Penalty: 5315.573242
	Iteration 18Q: 3 clusters Score -8201542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8201545.000000 Penalty: 5315.573242
	Iteration 19Q: 3 clusters Score -8201545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8201563.500000 Penalty: 5315.573242
	Iteration 20F: 3 clusters Score -8201564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8201581.000000 Penalty: 5315.573242
	Iteration 21Q: 3 clusters Score -8201581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8201588.000000 Penalty: 5315.573242
	Iteration 22Q: 3 clusters Score -8201588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8201590.000000 Penalty: 5315.573242
	Iteration 23Q: 3 clusters Score -8201590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8201591.000000 Penalty: 5315.573242
	Iteration 24Q: 3 clusters Score -8201591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8201610.000000 Penalty: 5315.573242
	Iteration 25Q: 3 clusters Score -8201610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8201617.000000 Penalty: 5315.573242
	Iteration 26Q: 3 clusters Score -8201617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8201631.500000 Penalty: 5315.573242
	Iteration 27Q: 3 clusters Score -8201632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8201636.000000 Penalty: 5315.573242
	Iteration 28Q: 3 clusters Score -8201636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8201638.000000 Penalty: 5315.573242
	Iteration 29Q: 3 clusters Score -8201638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8201652.000000 Penalty: 5315.573242
	Iteration 30Q: 3 clusters Score -8201652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8201654.500000 Penalty: 5315.573242
	Iteration 31Q: 3 clusters Score -8201654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8201655.000000 Penalty: 5315.573242
	Iteration 32Q: 3 clusters Score -8201655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8201657.500000 Penalty: 5315.573242
	Iteration 33Q: 3 clusters Score -8201658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8201658.500000 Penalty: 5315.573242
	Iteration 34Q: 3 clusters Score -8201658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8201658.500000 Penalty: 5315.573242
	Iteration 35Q: 3 clusters Score -8201658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8201658.000000 Penalty: 5315.573242
	Iteration 36Q: 3 clusters Score -8201658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8201658.000000 Penalty: 5315.573242
	Iteration 37F: 3 clusters Score -8201658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Entering Unmasked Estep 
Score: -8333931.500000 Penalty: 2662.788086
	Iteration 0F: 2 clusters Score -8333932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8304862.500000 Penalty: 5325.576172
	Iteration 0F: 3 clusters Score -8304862 nChanged 21114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8316251.000000 Penalty: 5325.576172
	Iteration 1F: 3 clusters Score -8316251 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8316683.000000 Penalty: 5325.576172
	Iteration 2Q: 3 clusters Score -8316683 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -8317104.500000 Penalty: 5325.576172
	Iteration 3Q: 3 clusters Score -8317104 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -8317474.500000 Penalty: 5325.576172
	Iteration 4Q: 3 clusters Score -8317474 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -8317916.000000 Penalty: 5325.576172
	Iteration 5Q: 3 clusters Score -8317916 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -8318514.500000 Penalty: 5325.576172
	Iteration 6Q: 3 clusters Score -8318514 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -8319365.500000 Penalty: 5325.576172
	Iteration 7Q: 3 clusters Score -8319366 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -8320812.000000 Penalty: 5325.576172
	Iteration 8F: 3 clusters Score -8320812 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -8323097.500000 Penalty: 5325.576172
	Iteration 9F: 3 clusters Score -8323098 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -8325959.000000 Penalty: 5325.576172
	Iteration 10F: 3 clusters Score -8325959 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -8328579.500000 Penalty: 5325.576172
	Iteration 11F: 3 clusters Score -8328580 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8330151.500000 Penalty: 5325.576172
	Iteration 12Q: 3 clusters Score -8330152 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -8330920.500000 Penalty: 5325.576172
	Iteration 13Q: 3 clusters Score -8330920 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -8331242.500000 Penalty: 5325.576172
	Iteration 14Q: 3 clusters Score -8331242 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8331434.500000 Penalty: 5325.576172
	Iteration 15Q: 3 clusters Score -8331434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8331564.500000 Penalty: 5325.576172
	Iteration 16Q: 3 clusters Score -8331564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -8331622.000000 Penalty: 5325.576172
	Iteration 17Q: 3 clusters Score -8331622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -8331653.000000 Penalty: 5325.576172
	Iteration 18Q: 3 clusters Score -8331653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8331676.000000 Penalty: 5325.576172
	Iteration 19Q: 3 clusters Score -8331676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8331698.000000 Penalty: 5325.576172
	Iteration 20F: 3 clusters Score -8331698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -8331708.000000 Penalty: 5325.576172
	Iteration 21Q: 3 clusters Score -8331708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8331705.000000 Penalty: 5325.576172
	Iteration 22Q: 3 clusters Score -8331705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -8331709.000000 Penalty: 5325.576172
	Iteration 23Q: 3 clusters Score -8331709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8331720.000000 Penalty: 5325.576172
	Iteration 24Q: 3 clusters Score -8331720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -8331723.000000 Penalty: 5325.576172
	Iteration 25Q: 3 clusters Score -8331723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -8331724.500000 Penalty: 5325.576172
	Iteration 26Q: 3 clusters Score -8331724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -8331718.500000 Penalty: 5325.576172
	Iteration 27Q: 3 clusters Score -8331718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8331723.000000 Penalty: 5325.576172
	Iteration 28Q: 3 clusters Score -8331723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8331720.500000 Penalty: 5325.576172
	Iteration 29Q: 3 clusters Score -8331720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8331723.000000 Penalty: 5325.576172
	Iteration 30Q: 3 clusters Score -8331723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -8331723.000000 Penalty: 5325.576172
	Iteration 31Q: 3 clusters Score -8331723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8331728.000000 Penalty: 5325.576172
	Iteration 32Q: 3 clusters Score -8331728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8331728.000000 Penalty: 5325.576172
	Iteration 33F: 3 clusters Score -8331728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Entering Unmasked Estep 
Score: -2864285.750000 Penalty: 2403.162109
	Iteration 0F: 2 clusters Score -2864286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2852695.250000 Penalty: 4806.324219
	Iteration 0F: 3 clusters Score -2852695 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2856390.000000 Penalty: 4806.324219
	Iteration 1F: 3 clusters Score -2856390 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2856800.750000 Penalty: 4806.324219
	Iteration 2F: 3 clusters Score -2856801 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2857204.750000 Penalty: 4806.324219
	Iteration 3F: 3 clusters Score -2857205 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2857623.250000 Penalty: 4806.324219
	Iteration 4F: 3 clusters Score -2857623 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2858125.500000 Penalty: 4806.324219
	Iteration 5F: 3 clusters Score -2858126 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2858699.500000 Penalty: 4806.324219
	Iteration 6F: 3 clusters Score -2858700 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2859324.500000 Penalty: 4806.324219
	Iteration 7F: 3 clusters Score -2859324 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2859945.750000 Penalty: 4806.324219
	Iteration 8F: 3 clusters Score -2859946 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2860500.000000 Penalty: 4806.324219
	Iteration 9Q: 3 clusters Score -2860500 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2860995.000000 Penalty: 4806.324219
	Iteration 10Q: 3 clusters Score -2860995 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2861417.500000 Penalty: 4806.324219
	Iteration 11Q: 3 clusters Score -2861418 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2861711.250000 Penalty: 4806.324219
	Iteration 12Q: 3 clusters Score -2861711 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2861887.500000 Penalty: 4806.324219
	Iteration 13Q: 3 clusters Score -2861888 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2862017.500000 Penalty: 4806.324219
	Iteration 14Q: 3 clusters Score -2862018 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2862156.500000 Penalty: 4806.324219
	Iteration 15Q: 3 clusters Score -2862156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2862255.500000 Penalty: 4806.324219
	Iteration 16Q: 3 clusters Score -2862256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2862304.750000 Penalty: 4806.324219
	Iteration 17Q: 3 clusters Score -2862305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2862338.250000 Penalty: 4806.324219
	Iteration 18Q: 3 clusters Score -2862338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2862359.750000 Penalty: 4806.324219
	Iteration 19Q: 3 clusters Score -2862360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2862381.750000 Penalty: 4806.324219
	Iteration 20F: 3 clusters Score -2862382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2862401.000000 Penalty: 4806.324219
	Iteration 21Q: 3 clusters Score -2862401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2862415.250000 Penalty: 4806.324219
	Iteration 22Q: 3 clusters Score -2862415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2862423.250000 Penalty: 4806.324219
	Iteration 23Q: 3 clusters Score -2862423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2862423.250000 Penalty: 4806.324219
	Iteration 24Q: 3 clusters Score -2862423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2862421.500000 Penalty: 4806.324219
	Iteration 25Q: 3 clusters Score -2862422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2862424.750000 Penalty: 4806.324219
	Iteration 26Q: 3 clusters Score -2862425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2862423.750000 Penalty: 4806.324219
	Iteration 27Q: 3 clusters Score -2862424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2862424.000000 Penalty: 4806.324219
	Iteration 28Q: 3 clusters Score -2862424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2862429.750000 Penalty: 4806.324219
	Iteration 29Q: 3 clusters Score -2862430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2862430.000000 Penalty: 4806.324219
	Iteration 30Q: 3 clusters Score -2862430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2862430.750000 Penalty: 4806.324219
	Iteration 31Q: 3 clusters Score -2862431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2862430.500000 Penalty: 4806.324219
	Iteration 32Q: 3 clusters Score -2862430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2862432.750000 Penalty: 4806.324219
	Iteration 33Q: 3 clusters Score -2862433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2862432.750000 Penalty: 4806.324219
	Iteration 34F: 3 clusters Score -2862433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -1188183.375000 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -1188183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1182496.500000 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -1182496 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1184265.625000 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -1184266 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1184834.500000 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -1184834 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1185286.500000 Penalty: 4375.871582
	Iteration 3F: 3 clusters Score -1185286 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1185691.375000 Penalty: 4375.871582
	Iteration 4F: 3 clusters Score -1185691 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1186033.500000 Penalty: 4375.871582
	Iteration 5F: 3 clusters Score -1186034 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1186293.875000 Penalty: 4375.871582
	Iteration 6F: 3 clusters Score -1186294 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1186493.375000 Penalty: 4375.871582
	Iteration 7Q: 3 clusters Score -1186493 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1186652.625000 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -1186653 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1186768.125000 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -1186768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1186854.000000 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -1186854 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1186933.875000 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -1186934 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1186992.625000 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -1186993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1187022.125000 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -1187022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1187050.125000 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -1187050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1187060.500000 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -1187060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1187072.250000 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -1187072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1187085.375000 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -1187085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1187092.625000 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -1187093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1187102.875000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -1187103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1187109.500000 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -1187110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1187114.750000 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -1187115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1187122.750000 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -1187123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1187129.500000 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -1187130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1187130.125000 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -1187130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1187134.875000 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -1187135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1187136.125000 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -1187136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1187139.000000 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -1187139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1187140.375000 Penalty: 4375.871582
	Iteration 28Q: 3 clusters Score -1187140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1187140.000000 Penalty: 4375.871582
	Iteration 29Q: 3 clusters Score -1187140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1187142.625000 Penalty: 4375.871582
	Iteration 30Q: 3 clusters Score -1187143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1187143.625000 Penalty: 4375.871582
	Iteration 31Q: 3 clusters Score -1187144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1187145.000000 Penalty: 4375.871582
	Iteration 32Q: 3 clusters Score -1187145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1187145.000000 Penalty: 4375.871582
	Iteration 33F: 3 clusters Score -1187145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Entering Unmasked Estep 
Score: -6553360.500000 Penalty: 2603.428955
	Iteration 0F: 2 clusters Score -6553360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -6528725.000000 Penalty: 5206.857910
	Iteration 0F: 3 clusters Score -6528725 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -6537654.000000 Penalty: 5206.857910
	Iteration 1F: 3 clusters Score -6537654 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -6538061.000000 Penalty: 5206.857910
	Iteration 2Q: 3 clusters Score -6538061 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -6538425.500000 Penalty: 5206.857910
	Iteration 3Q: 3 clusters Score -6538426 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -6538723.000000 Penalty: 5206.857910
	Iteration 4Q: 3 clusters Score -6538723 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -6539039.500000 Penalty: 5206.857910
	Iteration 5Q: 3 clusters Score -6539040 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -6539332.500000 Penalty: 5206.857910
	Iteration 6Q: 3 clusters Score -6539332 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -6539692.000000 Penalty: 5206.857910
	Iteration 7Q: 3 clusters Score -6539692 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -6540190.000000 Penalty: 5206.857910
	Iteration 8Q: 3 clusters Score -6540190 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -6540797.500000 Penalty: 5206.857910
	Iteration 9Q: 3 clusters Score -6540798 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -6541736.000000 Penalty: 5206.857910
	Iteration 10Q: 3 clusters Score -6541736 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -6542945.000000 Penalty: 5206.857910
	Iteration 11Q: 3 clusters Score -6542945 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -6544302.500000 Penalty: 5206.857910
	Iteration 12F: 3 clusters Score -6544302 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -6545629.500000 Penalty: 5206.857910
	Iteration 13Q: 3 clusters Score -6545630 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6546850.000000 Penalty: 5206.857910
	Iteration 14Q: 3 clusters Score -6546850 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -6547828.000000 Penalty: 5206.857910
	Iteration 15Q: 3 clusters Score -6547828 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6548615.500000 Penalty: 5206.857910
	Iteration 16Q: 3 clusters Score -6548616 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -6549273.000000 Penalty: 5206.857910
	Iteration 17Q: 3 clusters Score -6549273 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -6549738.500000 Penalty: 5206.857910
	Iteration 18Q: 3 clusters Score -6549738 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -6550109.000000 Penalty: 5206.857910
	Iteration 19Q: 3 clusters Score -6550109 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -6550368.000000 Penalty: 5206.857910
	Iteration 20F: 3 clusters Score -6550368 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6550588.500000 Penalty: 5206.857910
	Iteration 21Q: 3 clusters Score -6550588 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -6550737.000000 Penalty: 5206.857910
	Iteration 22Q: 3 clusters Score -6550737 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -6550839.000000 Penalty: 5206.857910
	Iteration 23Q: 3 clusters Score -6550839 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -6550895.500000 Penalty: 5206.857910
	Iteration 24Q: 3 clusters Score -6550896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -6550944.500000 Penalty: 5206.857910
	Iteration 25Q: 3 clusters Score -6550944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -6551008.500000 Penalty: 5206.857910
	Iteration 26Q: 3 clusters Score -6551008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -6551046.500000 Penalty: 5206.857910
	Iteration 27Q: 3 clusters Score -6551046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -6551083.000000 Penalty: 5206.857910
	Iteration 28Q: 3 clusters Score -6551083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -6551092.500000 Penalty: 5206.857910
	Iteration 29Q: 3 clusters Score -6551092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -6551104.000000 Penalty: 5206.857910
	Iteration 30Q: 3 clusters Score -6551104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -6551105.500000 Penalty: 5206.857910
	Iteration 31Q: 3 clusters Score -6551106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -6551121.000000 Penalty: 5206.857910
	Iteration 32Q: 3 clusters Score -6551121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -6551129.000000 Penalty: 5206.857910
	Iteration 33Q: 3 clusters Score -6551129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -6551142.500000 Penalty: 5206.857910
	Iteration 34Q: 3 clusters Score -6551142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -6551151.500000 Penalty: 5206.857910
	Iteration 35Q: 3 clusters Score -6551152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -6551163.000000 Penalty: 5206.857910
	Iteration 36Q: 3 clusters Score -6551163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -6551171.500000 Penalty: 5206.857910
	Iteration 37Q: 3 clusters Score -6551172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -6551179.500000 Penalty: 5206.857910
	Iteration 38Q: 3 clusters Score -6551180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -6551180.000000 Penalty: 5206.857910
	Iteration 39Q: 3 clusters Score -6551180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -6551194.500000 Penalty: 5206.857910
	Iteration 40F: 3 clusters Score -6551194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -6551197.500000 Penalty: 5206.857910
	Iteration 41Q: 3 clusters Score -6551198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -6551207.500000 Penalty: 5206.857910
	Iteration 42Q: 3 clusters Score -6551208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -6551208.000000 Penalty: 5206.857910
	Iteration 43Q: 3 clusters Score -6551208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -6551212.000000 Penalty: 5206.857910
	Iteration 44Q: 3 clusters Score -6551212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -6551219.500000 Penalty: 5206.857910
	Iteration 45Q: 3 clusters Score -6551220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -6551223.000000 Penalty: 5206.857910
	Iteration 46Q: 3 clusters Score -6551223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -6551223.000000 Penalty: 5206.857910
	Iteration 47Q: 3 clusters Score -6551223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -6551225.000000 Penalty: 5206.857910
	Iteration 48Q: 3 clusters Score -6551225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -6551224.000000 Penalty: 5206.857910
	Iteration 49Q: 3 clusters Score -6551224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6551233.000000 Penalty: 5206.857910
	Iteration 50Q: 3 clusters Score -6551233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -6551236.000000 Penalty: 5206.857910
	Iteration 51Q: 3 clusters Score -6551236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -6551236.000000 Penalty: 5206.857910
	Iteration 52Q: 3 clusters Score -6551236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -6551236.000000 Penalty: 5206.857910
	Iteration 53Q: 3 clusters Score -6551236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -6551238.500000 Penalty: 5206.857910
	Iteration 54Q: 3 clusters Score -6551238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -6551242.000000 Penalty: 5206.857910
	Iteration 55Q: 3 clusters Score -6551242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -6551242.000000 Penalty: 5206.857910
	Iteration 56F: 3 clusters Score -6551242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -1457102.375000 Penalty: 2235.250732
	Iteration 0F: 2 clusters Score -1457102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1450468.750000 Penalty: 4470.501465
	Iteration 0F: 3 clusters Score -1450469 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1452237.750000 Penalty: 4470.501465
	Iteration 1F: 3 clusters Score -1452238 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1452486.000000 Penalty: 4470.501465
	Iteration 2F: 3 clusters Score -1452486 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1452713.250000 Penalty: 4470.501465
	Iteration 3F: 3 clusters Score -1452713 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1452921.000000 Penalty: 4470.501465
	Iteration 4Q: 3 clusters Score -1452921 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1453105.750000 Penalty: 4470.501465
	Iteration 5Q: 3 clusters Score -1453106 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1453259.875000 Penalty: 4470.501465
	Iteration 6Q: 3 clusters Score -1453260 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1453406.375000 Penalty: 4470.501465
	Iteration 7Q: 3 clusters Score -1453406 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1453570.000000 Penalty: 4470.501465
	Iteration 8Q: 3 clusters Score -1453570 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1453754.125000 Penalty: 4470.501465
	Iteration 9Q: 3 clusters Score -1453754 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1453989.375000 Penalty: 4470.501465
	Iteration 10Q: 3 clusters Score -1453989 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1454257.250000 Penalty: 4470.501465
	Iteration 11Q: 3 clusters Score -1454257 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1454525.875000 Penalty: 4470.501465
	Iteration 12Q: 3 clusters Score -1454526 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1454740.750000 Penalty: 4470.501465
	Iteration 13Q: 3 clusters Score -1454741 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1454921.125000 Penalty: 4470.501465
	Iteration 14Q: 3 clusters Score -1454921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1455032.125000 Penalty: 4470.501465
	Iteration 15Q: 3 clusters Score -1455032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1455111.625000 Penalty: 4470.501465
	Iteration 16Q: 3 clusters Score -1455112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1455170.375000 Penalty: 4470.501465
	Iteration 17Q: 3 clusters Score -1455170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1455205.750000 Penalty: 4470.501465
	Iteration 18Q: 3 clusters Score -1455206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1455223.125000 Penalty: 4470.501465
	Iteration 19Q: 3 clusters Score -1455223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1455243.125000 Penalty: 4470.501465
	Iteration 20F: 3 clusters Score -1455243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1455258.625000 Penalty: 4470.501465
	Iteration 21Q: 3 clusters Score -1455259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1455267.250000 Penalty: 4470.501465
	Iteration 22Q: 3 clusters Score -1455267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1455278.750000 Penalty: 4470.501465
	Iteration 23Q: 3 clusters Score -1455279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1455288.500000 Penalty: 4470.501465
	Iteration 24Q: 3 clusters Score -1455288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1455298.500000 Penalty: 4470.501465
	Iteration 25Q: 3 clusters Score -1455298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1455311.750000 Penalty: 4470.501465
	Iteration 26Q: 3 clusters Score -1455312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1455317.500000 Penalty: 4470.501465
	Iteration 27Q: 3 clusters Score -1455318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1455324.500000 Penalty: 4470.501465
	Iteration 28Q: 3 clusters Score -1455324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1455328.500000 Penalty: 4470.501465
	Iteration 29Q: 3 clusters Score -1455328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1455332.125000 Penalty: 4470.501465
	Iteration 30Q: 3 clusters Score -1455332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1455336.000000 Penalty: 4470.501465
	Iteration 31Q: 3 clusters Score -1455336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1455335.250000 Penalty: 4470.501465
	Iteration 32Q: 3 clusters Score -1455335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1455338.375000 Penalty: 4470.501465
	Iteration 33Q: 3 clusters Score -1455338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1455337.750000 Penalty: 4470.501465
	Iteration 34Q: 3 clusters Score -1455338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1455337.375000 Penalty: 4470.501465
	Iteration 35Q: 3 clusters Score -1455337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1455338.750000 Penalty: 4470.501465
	Iteration 36Q: 3 clusters Score -1455339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1455340.125000 Penalty: 4470.501465
	Iteration 37Q: 3 clusters Score -1455340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1455342.750000 Penalty: 4470.501465
	Iteration 38Q: 3 clusters Score -1455343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1455345.125000 Penalty: 4470.501465
	Iteration 39Q: 3 clusters Score -1455345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1455345.875000 Penalty: 4470.501465
	Iteration 40F: 3 clusters Score -1455346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1455347.375000 Penalty: 4470.501465
	Iteration 41Q: 3 clusters Score -1455347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1455346.125000 Penalty: 4470.501465
	Iteration 42Q: 3 clusters Score -1455346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1455349.125000 Penalty: 4470.501465
	Iteration 43Q: 3 clusters Score -1455349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1455349.125000 Penalty: 4470.501465
	Iteration 44F: 3 clusters Score -1455349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Entering Unmasked Estep 
Score: -2407048.750000 Penalty: 2361.802490
	Iteration 0F: 2 clusters Score -2407049 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 6785 members 
Entering Unmasked Estep 
Score: -2397004.750000 Penalty: 4723.604980
	Iteration 0F: 3 clusters Score -2397005 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2400047.750000 Penalty: 4723.604980
	Iteration 1F: 3 clusters Score -2400048 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2400439.750000 Penalty: 4723.604980
	Iteration 2F: 3 clusters Score -2400440 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2400756.250000 Penalty: 4723.604980
	Iteration 3F: 3 clusters Score -2400756 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2401101.250000 Penalty: 4723.604980
	Iteration 4Q: 3 clusters Score -2401101 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2401518.500000 Penalty: 4723.604980
	Iteration 5F: 3 clusters Score -2401518 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2402069.500000 Penalty: 4723.604980
	Iteration 6F: 3 clusters Score -2402070 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2402813.500000 Penalty: 4723.604980
	Iteration 7F: 3 clusters Score -2402814 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2403704.750000 Penalty: 4723.604980
	Iteration 8F: 3 clusters Score -2403705 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2404525.500000 Penalty: 4723.604980
	Iteration 9F: 3 clusters Score -2404526 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2405171.500000 Penalty: 4723.604980
	Iteration 10Q: 3 clusters Score -2405172 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2405745.500000 Penalty: 4723.604980
	Iteration 11Q: 3 clusters Score -2405746 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2406199.500000 Penalty: 4723.604980
	Iteration 12Q: 3 clusters Score -2406200 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2406530.750000 Penalty: 4723.604980
	Iteration 13Q: 3 clusters Score -2406531 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2406703.750000 Penalty: 4723.604980
	Iteration 14Q: 3 clusters Score -2406704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2406775.500000 Penalty: 4723.604980
	Iteration 15Q: 3 clusters Score -2406776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2406815.500000 Penalty: 4723.604980
	Iteration 16Q: 3 clusters Score -2406816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2406838.250000 Penalty: 4723.604980
	Iteration 17Q: 3 clusters Score -2406838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2406848.500000 Penalty: 4723.604980
	Iteration 18Q: 3 clusters Score -2406848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2406859.750000 Penalty: 4723.604980
	Iteration 19Q: 3 clusters Score -2406860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2406869.500000 Penalty: 4723.604980
	Iteration 20F: 3 clusters Score -2406870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2406866.750000 Penalty: 4723.604980
	Iteration 21Q: 3 clusters Score -2406867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2406872.000000 Penalty: 4723.604980
	Iteration 22Q: 3 clusters Score -2406872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2406877.250000 Penalty: 4723.604980
	Iteration 23Q: 3 clusters Score -2406877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2406883.750000 Penalty: 4723.604980
	Iteration 24Q: 3 clusters Score -2406884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2406886.500000 Penalty: 4723.604980
	Iteration 25Q: 3 clusters Score -2406886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2406883.500000 Penalty: 4723.604980
	Iteration 26Q: 3 clusters Score -2406884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2406887.250000 Penalty: 4723.604980
	Iteration 27Q: 3 clusters Score -2406887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2406885.750000 Penalty: 4723.604980
	Iteration 28Q: 3 clusters Score -2406886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2406887.250000 Penalty: 4723.604980
	Iteration 29Q: 3 clusters Score -2406887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2406889.500000 Penalty: 4723.604980
	Iteration 30Q: 3 clusters Score -2406890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2406890.250000 Penalty: 4723.604980
	Iteration 31Q: 3 clusters Score -2406890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2406889.250000 Penalty: 4723.604980
	Iteration 32Q: 3 clusters Score -2406889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2406890.500000 Penalty: 4723.604980
	Iteration 33Q: 3 clusters Score -2406890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2406890.500000 Penalty: 4723.604980
	Iteration 34F: 3 clusters Score -2406890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -262932.750000 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -262932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -260585.078125 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -260585.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -261363.296875 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -261363.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -261897.156250 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -261897.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -262228.625000 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -262228.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -262457.500000 Penalty: 3686.218506
	Iteration 4F: 3 clusters Score -262457.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -262597.250000 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -262597.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -262679.187500 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -262679.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -262762.875000 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -262762.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -262874.375000 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -262874.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -262953.031250 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -262953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -262991.031250 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -262991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -263012.343750 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -263012.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -263020.968750 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -263021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -263027.156250 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -263027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -263033.593750 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -263033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -263044.281250 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -263044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -263050.312500 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -263050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -263056.125000 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -263056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -263060.281250 Penalty: 3686.218506
	Iteration 18Q: 3 clusters Score -263060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -263063.031250 Penalty: 3686.218506
	Iteration 19Q: 3 clusters Score -263063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -263063.812500 Penalty: 3686.218506
	Iteration 20F: 3 clusters Score -263063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -263064.906250 Penalty: 3686.218506
	Iteration 21Q: 3 clusters Score -263064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -263066.343750 Penalty: 3686.218506
	Iteration 22Q: 3 clusters Score -263066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -263066.562500 Penalty: 3686.218506
	Iteration 23Q: 3 clusters Score -263066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -263066.562500 Penalty: 3686.218506
	Iteration 24F: 3 clusters Score -263066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 44803 members 
Mstep: Class 3 contains 39996 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 37471 members 
Mstep: Class 7 contains 50048 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 41752 members 
Mstep: Class 10 contains 41815 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 50193 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 45111 members 
Mstep: Class 19 contains 46030 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 36232 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 47536 members 
Mstep: Class 27 contains 46466 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 808 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40915 members 
Mstep: Class 32 contains 48839 members 
Mstep: Class 33 contains 70897 members 
Mstep: Class 34 contains 32148 members 
Mstep: Class 35 contains 40906 members 
Mstep: Class 36 contains 33269 members 
Mstep: Class 37 contains 39201 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45376 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 44516 members 
Mstep: Class 42 contains 883 members 
Entering Unmasked Estep 
Score: -196418992.000000 Penalty: 145101.093750
Splitting cluster 25 changes total score from -196420176.000000 to -196418992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (47536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Entering Unmasked Estep 
Score: -8586785.000000 Penalty: 2670.771973
	Iteration 0F: 2 clusters Score -8586785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8556732.000000 Penalty: 5341.543945
	Iteration 0F: 3 clusters Score -8556732 nChanged 21989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -8568543.000000 Penalty: 5341.543945
	Iteration 1F: 3 clusters Score -8568543 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -8568973.000000 Penalty: 5341.543945
	Iteration 2Q: 3 clusters Score -8568973 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -8569417.000000 Penalty: 5341.543945
	Iteration 3Q: 3 clusters Score -8569417 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -8569912.000000 Penalty: 5341.543945
	Iteration 4Q: 3 clusters Score -8569912 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -8570569.000000 Penalty: 5341.543945
	Iteration 5Q: 3 clusters Score -8570569 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -8571522.000000 Penalty: 5341.543945
	Iteration 6Q: 3 clusters Score -8571522 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -8573342.000000 Penalty: 5341.543945
	Iteration 7F: 3 clusters Score -8573342 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -8575938.000000 Penalty: 5341.543945
	Iteration 8F: 3 clusters Score -8575938 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8579251.000000 Penalty: 5341.543945
	Iteration 9F: 3 clusters Score -8579251 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8582075.000000 Penalty: 5341.543945
	Iteration 10F: 3 clusters Score -8582075 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8583619.000000 Penalty: 5341.543945
	Iteration 11Q: 3 clusters Score -8583619 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8584134.000000 Penalty: 5341.543945
	Iteration 12Q: 3 clusters Score -8584134 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -8584334.000000 Penalty: 5341.543945
	Iteration 13Q: 3 clusters Score -8584334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8584411.000000 Penalty: 5341.543945
	Iteration 14Q: 3 clusters Score -8584411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -8584457.000000 Penalty: 5341.543945
	Iteration 15Q: 3 clusters Score -8584457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -8584476.000000 Penalty: 5341.543945
	Iteration 16Q: 3 clusters Score -8584476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -8584500.000000 Penalty: 5341.543945
	Iteration 17Q: 3 clusters Score -8584500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -8584509.000000 Penalty: 5341.543945
	Iteration 18Q: 3 clusters Score -8584509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -8584511.000000 Penalty: 5341.543945
	Iteration 19Q: 3 clusters Score -8584511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -8584515.000000 Penalty: 5341.543945
	Iteration 20F: 3 clusters Score -8584515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -8584524.000000 Penalty: 5341.543945
	Iteration 21Q: 3 clusters Score -8584524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -8584531.000000 Penalty: 5341.543945
	Iteration 22Q: 3 clusters Score -8584531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -8584531.000000 Penalty: 5341.543945
	Iteration 23Q: 3 clusters Score -8584531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -8584534.000000 Penalty: 5341.543945
	Iteration 24Q: 3 clusters Score -8584534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -8584533.000000 Penalty: 5341.543945
	Iteration 25Q: 3 clusters Score -8584533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -8584533.000000 Penalty: 5341.543945
	Iteration 26F: 3 clusters Score -8584533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Entering Unmasked Estep 
Score: -8402856.000000 Penalty: 2665.125977
	Iteration 0F: 2 clusters Score -8402856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -8372661.000000 Penalty: 5330.251953
	Iteration 0F: 3 clusters Score -8372661 nChanged 21390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -8384253.500000 Penalty: 5330.251953
	Iteration 1F: 3 clusters Score -8384254 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -8384920.500000 Penalty: 5330.251953
	Iteration 2Q: 3 clusters Score -8384920 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8385694.500000 Penalty: 5330.251953
	Iteration 3Q: 3 clusters Score -8385694 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -8386796.500000 Penalty: 5330.251953
	Iteration 4F: 3 clusters Score -8386796 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -8388454.000000 Penalty: 5330.251953
	Iteration 5F: 3 clusters Score -8388454 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -8390919.000000 Penalty: 5330.251953
	Iteration 6F: 3 clusters Score -8390919 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -8394091.000000 Penalty: 5330.251953
	Iteration 7F: 3 clusters Score -8394091 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -8397110.000000 Penalty: 5330.251953
	Iteration 8F: 3 clusters Score -8397110 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8399040.000000 Penalty: 5330.251953
	Iteration 9F: 3 clusters Score -8399040 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8399944.000000 Penalty: 5330.251953
	Iteration 10Q: 3 clusters Score -8399944 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8400294.000000 Penalty: 5330.251953
	Iteration 11Q: 3 clusters Score -8400294 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8400449.000000 Penalty: 5330.251953
	Iteration 12Q: 3 clusters Score -8400449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8400502.000000 Penalty: 5330.251953
	Iteration 13Q: 3 clusters Score -8400502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -8400534.000000 Penalty: 5330.251953
	Iteration 14Q: 3 clusters Score -8400534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8400555.000000 Penalty: 5330.251953
	Iteration 15Q: 3 clusters Score -8400555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8400566.000000 Penalty: 5330.251953
	Iteration 16Q: 3 clusters Score -8400566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -8400573.000000 Penalty: 5330.251953
	Iteration 17Q: 3 clusters Score -8400573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8400582.000000 Penalty: 5330.251953
	Iteration 18Q: 3 clusters Score -8400582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -8400589.000000 Penalty: 5330.251953
	Iteration 19Q: 3 clusters Score -8400589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -8400586.000000 Penalty: 5330.251953
	Iteration 20F: 3 clusters Score -8400586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -8400605.000000 Penalty: 5330.251953
	Iteration 21Q: 3 clusters Score -8400605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8400611.000000 Penalty: 5330.251953
	Iteration 22Q: 3 clusters Score -8400611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8400618.000000 Penalty: 5330.251953
	Iteration 23Q: 3 clusters Score -8400618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8400620.000000 Penalty: 5330.251953
	Iteration 24Q: 3 clusters Score -8400620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8400624.000000 Penalty: 5330.251953
	Iteration 25Q: 3 clusters Score -8400624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -8400629.000000 Penalty: 5330.251953
	Iteration 26Q: 3 clusters Score -8400629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -8400636.000000 Penalty: 5330.251953
	Iteration 27Q: 3 clusters Score -8400636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -8400635.000000 Penalty: 5330.251953
	Iteration 28Q: 3 clusters Score -8400635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8400645.000000 Penalty: 5330.251953
	Iteration 29Q: 3 clusters Score -8400645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -8400647.000000 Penalty: 5330.251953
	Iteration 30Q: 3 clusters Score -8400647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8400649.000000 Penalty: 5330.251953
	Iteration 31Q: 3 clusters Score -8400649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8400654.000000 Penalty: 5330.251953
	Iteration 32Q: 3 clusters Score -8400654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8400655.000000 Penalty: 5330.251953
	Iteration 33Q: 3 clusters Score -8400655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -8400653.000000 Penalty: 5330.251953
	Iteration 34Q: 3 clusters Score -8400653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8400652.000000 Penalty: 5330.251953
	Iteration 35Q: 3 clusters Score -8400652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -8400651.000000 Penalty: 5330.251953
	Iteration 36Q: 3 clusters Score -8400651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -8400651.000000 Penalty: 5330.251953
	Iteration 37F: 3 clusters Score -8400651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1859058.875000 Penalty: 2295.317871
	Iteration 0F: 2 clusters Score -1859059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1851064.625000 Penalty: 4590.635742
	Iteration 0F: 3 clusters Score -1851065 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1853319.000000 Penalty: 4590.635742
	Iteration 1F: 3 clusters Score -1853319 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1853631.875000 Penalty: 4590.635742
	Iteration 2F: 3 clusters Score -1853632 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1853905.625000 Penalty: 4590.635742
	Iteration 3F: 3 clusters Score -1853906 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1854156.625000 Penalty: 4590.635742
	Iteration 4Q: 3 clusters Score -1854157 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1854389.500000 Penalty: 4590.635742
	Iteration 5Q: 3 clusters Score -1854390 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1854656.875000 Penalty: 4590.635742
	Iteration 6Q: 3 clusters Score -1854657 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1854951.500000 Penalty: 4590.635742
	Iteration 7Q: 3 clusters Score -1854952 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1855260.125000 Penalty: 4590.635742
	Iteration 8Q: 3 clusters Score -1855260 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1855558.750000 Penalty: 4590.635742
	Iteration 9Q: 3 clusters Score -1855559 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1855822.750000 Penalty: 4590.635742
	Iteration 10Q: 3 clusters Score -1855823 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1856022.875000 Penalty: 4590.635742
	Iteration 11Q: 3 clusters Score -1856023 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1856177.375000 Penalty: 4590.635742
	Iteration 12Q: 3 clusters Score -1856177 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1856293.500000 Penalty: 4590.635742
	Iteration 13Q: 3 clusters Score -1856294 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1856393.375000 Penalty: 4590.635742
	Iteration 14Q: 3 clusters Score -1856393 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1856471.125000 Penalty: 4590.635742
	Iteration 15Q: 3 clusters Score -1856471 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1856546.000000 Penalty: 4590.635742
	Iteration 16Q: 3 clusters Score -1856546 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1856612.250000 Penalty: 4590.635742
	Iteration 17Q: 3 clusters Score -1856612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1856660.125000 Penalty: 4590.635742
	Iteration 18Q: 3 clusters Score -1856660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1856712.375000 Penalty: 4590.635742
	Iteration 19Q: 3 clusters Score -1856712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1856766.000000 Penalty: 4590.635742
	Iteration 20F: 3 clusters Score -1856766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1856808.625000 Penalty: 4590.635742
	Iteration 21Q: 3 clusters Score -1856809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1856842.000000 Penalty: 4590.635742
	Iteration 22Q: 3 clusters Score -1856842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1856879.750000 Penalty: 4590.635742
	Iteration 23Q: 3 clusters Score -1856880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1856912.875000 Penalty: 4590.635742
	Iteration 24Q: 3 clusters Score -1856913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1856938.250000 Penalty: 4590.635742
	Iteration 25Q: 3 clusters Score -1856938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1856981.375000 Penalty: 4590.635742
	Iteration 26Q: 3 clusters Score -1856981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1857009.750000 Penalty: 4590.635742
	Iteration 27Q: 3 clusters Score -1857010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1857037.000000 Penalty: 4590.635742
	Iteration 28Q: 3 clusters Score -1857037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1857054.500000 Penalty: 4590.635742
	Iteration 29Q: 3 clusters Score -1857054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1857065.250000 Penalty: 4590.635742
	Iteration 30Q: 3 clusters Score -1857065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1857078.375000 Penalty: 4590.635742
	Iteration 31Q: 3 clusters Score -1857078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1857088.000000 Penalty: 4590.635742
	Iteration 32Q: 3 clusters Score -1857088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1857094.000000 Penalty: 4590.635742
	Iteration 33Q: 3 clusters Score -1857094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1857102.500000 Penalty: 4590.635742
	Iteration 34Q: 3 clusters Score -1857102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1857108.250000 Penalty: 4590.635742
	Iteration 35Q: 3 clusters Score -1857108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1857108.750000 Penalty: 4590.635742
	Iteration 36Q: 3 clusters Score -1857109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1857115.750000 Penalty: 4590.635742
	Iteration 37Q: 3 clusters Score -1857116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1857112.875000 Penalty: 4590.635742
	Iteration 38Q: 3 clusters Score -1857113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1857113.625000 Penalty: 4590.635742
	Iteration 39Q: 3 clusters Score -1857114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1857111.250000 Penalty: 4590.635742
	Iteration 40F: 3 clusters Score -1857111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1857110.500000 Penalty: 4590.635742
	Iteration 41Q: 3 clusters Score -1857110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1857112.875000 Penalty: 4590.635742
	Iteration 42Q: 3 clusters Score -1857113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1857114.250000 Penalty: 4590.635742
	Iteration 43Q: 3 clusters Score -1857114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1857119.625000 Penalty: 4590.635742
	Iteration 44Q: 3 clusters Score -1857120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1857119.375000 Penalty: 4590.635742
	Iteration 45Q: 3 clusters Score -1857119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1857121.250000 Penalty: 4590.635742
	Iteration 46Q: 3 clusters Score -1857121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1857118.500000 Penalty: 4590.635742
	Iteration 47Q: 3 clusters Score -1857118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1857119.000000 Penalty: 4590.635742
	Iteration 48Q: 3 clusters Score -1857119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1857118.250000 Penalty: 4590.635742
	Iteration 49Q: 3 clusters Score -1857118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1857121.125000 Penalty: 4590.635742
	Iteration 50Q: 3 clusters Score -1857121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1857126.750000 Penalty: 4590.635742
	Iteration 51Q: 3 clusters Score -1857127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1857126.500000 Penalty: 4590.635742
	Iteration 52Q: 3 clusters Score -1857126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1857131.000000 Penalty: 4590.635742
	Iteration 53Q: 3 clusters Score -1857131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1857130.250000 Penalty: 4590.635742
	Iteration 54Q: 3 clusters Score -1857130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1857132.500000 Penalty: 4590.635742
	Iteration 55Q: 3 clusters Score -1857132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1857131.750000 Penalty: 4590.635742
	Iteration 56Q: 3 clusters Score -1857132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1857130.625000 Penalty: 4590.635742
	Iteration 57Q: 3 clusters Score -1857131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1857134.750000 Penalty: 4590.635742
	Iteration 58Q: 3 clusters Score -1857135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1857131.750000 Penalty: 4590.635742
	Iteration 59Q: 3 clusters Score -1857132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1857132.500000 Penalty: 4590.635742
	Iteration 60F: 3 clusters Score -1857132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1857132.375000 Penalty: 4590.635742
	Iteration 61Q: 3 clusters Score -1857132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1857131.750000 Penalty: 4590.635742
	Iteration 62Q: 3 clusters Score -1857132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1857131.750000 Penalty: 4590.635742
	Iteration 63Q: 3 clusters Score -1857132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1857132.000000 Penalty: 4590.635742
	Iteration 64Q: 3 clusters Score -1857132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1857131.750000 Penalty: 4590.635742
	Iteration 65Q: 3 clusters Score -1857132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1857132.375000 Penalty: 4590.635742
	Iteration 66Q: 3 clusters Score -1857132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1857132.000000 Penalty: 4590.635742
	Iteration 67Q: 3 clusters Score -1857132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1857127.875000 Penalty: 4590.635742
	Iteration 68Q: 3 clusters Score -1857128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1857130.375000 Penalty: 4590.635742
	Iteration 69Q: 3 clusters Score -1857130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1857132.875000 Penalty: 4590.635742
	Iteration 70Q: 3 clusters Score -1857133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1857134.375000 Penalty: 4590.635742
	Iteration 71Q: 3 clusters Score -1857134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1857132.750000 Penalty: 4590.635742
	Iteration 72Q: 3 clusters Score -1857133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1857134.500000 Penalty: 4590.635742
	Iteration 73Q: 3 clusters Score -1857134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1857136.125000 Penalty: 4590.635742
	Iteration 74Q: 3 clusters Score -1857136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1857137.125000 Penalty: 4590.635742
	Iteration 75Q: 3 clusters Score -1857137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1857137.125000 Penalty: 4590.635742
	Iteration 76F: 3 clusters Score -1857137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -105809.000000 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -105809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104082.593750 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -104082.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104503.750000 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -104503.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104908.546875 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -104908.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -105281.703125 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -105281.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -105434.078125 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -105434.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -105505.164062 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -105505.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -105564.359375 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -105564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -105648.148438 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -105648.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -105737.132812 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -105737.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -105786.414062 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -105786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -105828.320312 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -105828.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -105870.101562 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -105870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -105913.562500 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -105913.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -105947.171875 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -105947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -105955.039062 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -105955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -105970.210938 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -105970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -105981.921875 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -105981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105996.515625 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -105996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105998.000000 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -105998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106003.828125 Penalty: 3320.502686
	Iteration 19F: 3 clusters Score -106003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106014.406250 Penalty: 3320.502686
	Iteration 20F: 3 clusters Score -106014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106023.453125 Penalty: 3320.502686
	Iteration 21Q: 3 clusters Score -106023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106029.875000 Penalty: 3320.502686
	Iteration 22Q: 3 clusters Score -106029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -106038.328125 Penalty: 3320.502686
	Iteration 23Q: 3 clusters Score -106038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106045.617188 Penalty: 3320.502686
	Iteration 24Q: 3 clusters Score -106045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106074.921875 Penalty: 3320.502686
	Iteration 25Q: 3 clusters Score -106074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -106078.781250 Penalty: 3320.502686
	Iteration 26Q: 3 clusters Score -106078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -106081.375000 Penalty: 3320.502686
	Iteration 27Q: 3 clusters Score -106081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -106091.726562 Penalty: 3320.502686
	Iteration 28Q: 3 clusters Score -106091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106106.171875 Penalty: 3320.502686
	Iteration 29Q: 3 clusters Score -106106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106112.289062 Penalty: 3320.502686
	Iteration 30Q: 3 clusters Score -106112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106119.414062 Penalty: 3320.502686
	Iteration 31Q: 3 clusters Score -106119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106120.492188 Penalty: 3320.502686
	Iteration 32Q: 3 clusters Score -106120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106120.492188 Penalty: 3320.502686
	Iteration 33F: 3 clusters Score -106120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 44803 members 
Mstep: Class 3 contains 39996 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 37471 members 
Mstep: Class 7 contains 50048 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 41752 members 
Mstep: Class 10 contains 41815 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 50193 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 45111 members 
Mstep: Class 19 contains 46030 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 36232 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47536 members 
Mstep: Class 27 contains 46466 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 506 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40915 members 
Mstep: Class 32 contains 48839 members 
Mstep: Class 33 contains 70897 members 
Mstep: Class 34 contains 32148 members 
Mstep: Class 35 contains 40906 members 
Mstep: Class 36 contains 33269 members 
Mstep: Class 37 contains 39201 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45376 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 44516 members 
Mstep: Class 42 contains 302 members 
Entering Unmasked Estep 
Score: -196418960.000000 Penalty: 145101.093750
Splitting cluster 29 changes total score from -196420176.000000 to -196418960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -262045.250000 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -262045.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -259847.250000 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -259847.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -260719.343750 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -260719.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261162.109375 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -261162.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -261442.171875 Penalty: 3648.081055
	Iteration 3F: 3 clusters Score -261442.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -261598.140625 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -261598.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -261700.921875 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -261700.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -261766.890625 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -261766.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -261816.062500 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -261816.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -261863.265625 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -261863.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -261899.187500 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -261899.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261923.546875 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -261923.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261954.468750 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -261954.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -261997.875000 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -261997.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -262023.703125 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -262023.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -262060.609375 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -262060.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -262122.812500 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -262122.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -262230.218750 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -262230.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -262326.562500 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -262326.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -262410.968750 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -262411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -262484.312500 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -262484.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -262544.312500 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -262544.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -262585.968750 Penalty: 3648.081055
	Iteration 21Q: 3 clusters Score -262586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -262603.781250 Penalty: 3648.081055
	Iteration 22Q: 3 clusters Score -262603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -262612.375000 Penalty: 3648.081055
	Iteration 23Q: 3 clusters Score -262612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -262619.718750 Penalty: 3648.081055
	Iteration 24Q: 3 clusters Score -262619.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -262632.000000 Penalty: 3648.081055
	Iteration 25Q: 3 clusters Score -262632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -262641.250000 Penalty: 3648.081055
	Iteration 26Q: 3 clusters Score -262641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -262648.531250 Penalty: 3648.081055
	Iteration 27Q: 3 clusters Score -262648.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -262657.312500 Penalty: 3648.081055
	Iteration 28Q: 3 clusters Score -262657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -262664.093750 Penalty: 3648.081055
	Iteration 29Q: 3 clusters Score -262664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -262669.843750 Penalty: 3648.081055
	Iteration 30Q: 3 clusters Score -262669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -262674.125000 Penalty: 3648.081055
	Iteration 31Q: 3 clusters Score -262674.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -262678.812500 Penalty: 3648.081055
	Iteration 32Q: 3 clusters Score -262678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -262683.218750 Penalty: 3648.081055
	Iteration 33Q: 3 clusters Score -262683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -262687.187500 Penalty: 3648.081055
	Iteration 34Q: 3 clusters Score -262687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -262690.343750 Penalty: 3648.081055
	Iteration 35Q: 3 clusters Score -262690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -262690.937500 Penalty: 3648.081055
	Iteration 36Q: 3 clusters Score -262690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -262690.937500 Penalty: 3648.081055
	Iteration 37F: 3 clusters Score -262690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 44803 members 
Mstep: Class 3 contains 39996 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 37471 members 
Mstep: Class 7 contains 50048 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 41752 members 
Mstep: Class 10 contains 41815 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 50193 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 45111 members 
Mstep: Class 19 contains 46030 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 36232 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47536 members 
Mstep: Class 27 contains 46466 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 808 members 
Mstep: Class 30 contains 889 members 
Mstep: Class 31 contains 40915 members 
Mstep: Class 32 contains 48839 members 
Mstep: Class 33 contains 70897 members 
Mstep: Class 34 contains 32148 members 
Mstep: Class 35 contains 40906 members 
Mstep: Class 36 contains 33269 members 
Mstep: Class 37 contains 39201 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45376 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 44516 members 
Mstep: Class 42 contains 675 members 
Entering Unmasked Estep 
Score: -196419552.000000 Penalty: 145101.093750
Splitting cluster 30 changes total score from -196420176.000000 to -196419552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (40915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Entering Unmasked Estep 
Score: -7282097.500000 Penalty: 2633.574463
	Iteration 0F: 2 clusters Score -7282098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7254588.500000 Penalty: 5267.148926
	Iteration 0F: 3 clusters Score -7254588 nChanged 18623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -7265188.500000 Penalty: 5267.148926
	Iteration 1F: 3 clusters Score -7265188 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -7265958.500000 Penalty: 5267.148926
	Iteration 2Q: 3 clusters Score -7265958 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -7266900.000000 Penalty: 5267.148926
	Iteration 3F: 3 clusters Score -7266900 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7268224.000000 Penalty: 5267.148926
	Iteration 4F: 3 clusters Score -7268224 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -7270046.500000 Penalty: 5267.148926
	Iteration 5F: 3 clusters Score -7270046 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -7272261.500000 Penalty: 5267.148926
	Iteration 6F: 3 clusters Score -7272262 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -7274625.500000 Penalty: 5267.148926
	Iteration 7F: 3 clusters Score -7274626 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7276869.000000 Penalty: 5267.148926
	Iteration 8F: 3 clusters Score -7276869 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -7278366.000000 Penalty: 5267.148926
	Iteration 9Q: 3 clusters Score -7278366 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -7279218.000000 Penalty: 5267.148926
	Iteration 10Q: 3 clusters Score -7279218 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7279618.500000 Penalty: 5267.148926
	Iteration 11Q: 3 clusters Score -7279618 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -7279788.000000 Penalty: 5267.148926
	Iteration 12Q: 3 clusters Score -7279788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7279906.500000 Penalty: 5267.148926
	Iteration 13Q: 3 clusters Score -7279906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7280001.500000 Penalty: 5267.148926
	Iteration 14Q: 3 clusters Score -7280002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -7280052.500000 Penalty: 5267.148926
	Iteration 15Q: 3 clusters Score -7280052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -7280082.000000 Penalty: 5267.148926
	Iteration 16Q: 3 clusters Score -7280082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7280097.000000 Penalty: 5267.148926
	Iteration 17Q: 3 clusters Score -7280097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -7280110.000000 Penalty: 5267.148926
	Iteration 18Q: 3 clusters Score -7280110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7280123.500000 Penalty: 5267.148926
	Iteration 19Q: 3 clusters Score -7280124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -7280143.000000 Penalty: 5267.148926
	Iteration 20F: 3 clusters Score -7280143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7280155.000000 Penalty: 5267.148926
	Iteration 21Q: 3 clusters Score -7280155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -7280176.500000 Penalty: 5267.148926
	Iteration 22Q: 3 clusters Score -7280176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7280207.000000 Penalty: 5267.148926
	Iteration 23Q: 3 clusters Score -7280207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -7280201.000000 Penalty: 5267.148926
	Iteration 24Q: 3 clusters Score -7280201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7280209.000000 Penalty: 5267.148926
	Iteration 25Q: 3 clusters Score -7280209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -7280211.500000 Penalty: 5267.148926
	Iteration 26Q: 3 clusters Score -7280212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -7280217.500000 Penalty: 5267.148926
	Iteration 27Q: 3 clusters Score -7280218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -7280220.000000 Penalty: 5267.148926
	Iteration 28Q: 3 clusters Score -7280220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7280223.000000 Penalty: 5267.148926
	Iteration 29Q: 3 clusters Score -7280223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -7280220.000000 Penalty: 5267.148926
	Iteration 30Q: 3 clusters Score -7280220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -7280225.000000 Penalty: 5267.148926
	Iteration 31Q: 3 clusters Score -7280225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7280227.500000 Penalty: 5267.148926
	Iteration 32Q: 3 clusters Score -7280228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -7280225.000000 Penalty: 5267.148926
	Iteration 33Q: 3 clusters Score -7280225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -7280217.000000 Penalty: 5267.148926
	Iteration 34Q: 3 clusters Score -7280217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -7280221.500000 Penalty: 5267.148926
	Iteration 35Q: 3 clusters Score -7280222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -7280223.500000 Penalty: 5267.148926
	Iteration 36Q: 3 clusters Score -7280224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7280228.500000 Penalty: 5267.148926
	Iteration 37Q: 3 clusters Score -7280228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7280228.500000 Penalty: 5267.148926
	Iteration 38F: 3 clusters Score -7280228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Entering Unmasked Estep 
Score: -8678751.000000 Penalty: 2677.478516
	Iteration 0F: 2 clusters Score -8678751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -8647844.000000 Penalty: 5354.957031
	Iteration 0F: 3 clusters Score -8647844 nChanged 22540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -8660312.000000 Penalty: 5354.957031
	Iteration 1F: 3 clusters Score -8660312 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -8660736.000000 Penalty: 5354.957031
	Iteration 2Q: 3 clusters Score -8660736 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8661137.000000 Penalty: 5354.957031
	Iteration 3Q: 3 clusters Score -8661137 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -8661508.000000 Penalty: 5354.957031
	Iteration 4Q: 3 clusters Score -8661508 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8661820.000000 Penalty: 5354.957031
	Iteration 5Q: 3 clusters Score -8661820 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -8662198.000000 Penalty: 5354.957031
	Iteration 6Q: 3 clusters Score -8662198 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -8662578.000000 Penalty: 5354.957031
	Iteration 7Q: 3 clusters Score -8662578 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8663075.000000 Penalty: 5354.957031
	Iteration 8Q: 3 clusters Score -8663075 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -8663694.000000 Penalty: 5354.957031
	Iteration 9Q: 3 clusters Score -8663694 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -8664440.000000 Penalty: 5354.957031
	Iteration 10Q: 3 clusters Score -8664440 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -8665350.000000 Penalty: 5354.957031
	Iteration 11Q: 3 clusters Score -8665350 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -8666538.000000 Penalty: 5354.957031
	Iteration 12Q: 3 clusters Score -8666538 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8668015.000000 Penalty: 5354.957031
	Iteration 13Q: 3 clusters Score -8668015 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -8669344.000000 Penalty: 5354.957031
	Iteration 14Q: 3 clusters Score -8669344 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -8670366.000000 Penalty: 5354.957031
	Iteration 15Q: 3 clusters Score -8670366 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -8671136.000000 Penalty: 5354.957031
	Iteration 16Q: 3 clusters Score -8671136 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -8671609.000000 Penalty: 5354.957031
	Iteration 17Q: 3 clusters Score -8671609 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -8671926.000000 Penalty: 5354.957031
	Iteration 18Q: 3 clusters Score -8671926 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -8672117.000000 Penalty: 5354.957031
	Iteration 19Q: 3 clusters Score -8672117 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -8672273.000000 Penalty: 5354.957031
	Iteration 20F: 3 clusters Score -8672273 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -8672395.000000 Penalty: 5354.957031
	Iteration 21Q: 3 clusters Score -8672395 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -8672483.000000 Penalty: 5354.957031
	Iteration 22Q: 3 clusters Score -8672483 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -8672595.000000 Penalty: 5354.957031
	Iteration 23Q: 3 clusters Score -8672595 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -8672723.000000 Penalty: 5354.957031
	Iteration 24Q: 3 clusters Score -8672723 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -8672828.000000 Penalty: 5354.957031
	Iteration 25Q: 3 clusters Score -8672828 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8672965.000000 Penalty: 5354.957031
	Iteration 26Q: 3 clusters Score -8672965 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -8673121.000000 Penalty: 5354.957031
	Iteration 27Q: 3 clusters Score -8673121 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -8673218.000000 Penalty: 5354.957031
	Iteration 28Q: 3 clusters Score -8673218 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -8673327.000000 Penalty: 5354.957031
	Iteration 29Q: 3 clusters Score -8673327 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -8673423.000000 Penalty: 5354.957031
	Iteration 30Q: 3 clusters Score -8673423 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -8673528.000000 Penalty: 5354.957031
	Iteration 31Q: 3 clusters Score -8673528 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -8673627.000000 Penalty: 5354.957031
	Iteration 32Q: 3 clusters Score -8673627 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -8673769.000000 Penalty: 5354.957031
	Iteration 33Q: 3 clusters Score -8673769 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -8673905.000000 Penalty: 5354.957031
	Iteration 34Q: 3 clusters Score -8673905 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -8674025.000000 Penalty: 5354.957031
	Iteration 35Q: 3 clusters Score -8674025 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -8674134.000000 Penalty: 5354.957031
	Iteration 36Q: 3 clusters Score -8674134 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -8674220.000000 Penalty: 5354.957031
	Iteration 37Q: 3 clusters Score -8674220 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -8674308.000000 Penalty: 5354.957031
	Iteration 38Q: 3 clusters Score -8674308 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -8674396.000000 Penalty: 5354.957031
	Iteration 39Q: 3 clusters Score -8674396 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -8674473.000000 Penalty: 5354.957031
	Iteration 40F: 3 clusters Score -8674473 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -8674590.000000 Penalty: 5354.957031
	Iteration 41Q: 3 clusters Score -8674590 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -8674674.000000 Penalty: 5354.957031
	Iteration 42Q: 3 clusters Score -8674674 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -8674773.000000 Penalty: 5354.957031
	Iteration 43Q: 3 clusters Score -8674773 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8674845.000000 Penalty: 5354.957031
	Iteration 44Q: 3 clusters Score -8674845 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -8674947.000000 Penalty: 5354.957031
	Iteration 45Q: 3 clusters Score -8674947 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -8675045.000000 Penalty: 5354.957031
	Iteration 46Q: 3 clusters Score -8675045 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8675097 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8675173 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8675243 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8675326.000000 Penalty: 5354.957031
	Iteration 50Q: 3 clusters Score -8675326 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8675394 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8675457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8675488 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8675549 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8675649 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8675728 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8675819 nChanged 437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8675917 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8675995 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8676097 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8676179 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8676276 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -8676324.000000 Penalty: 5354.957031
	Iteration 63Q: 3 clusters Score -8676324 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8676375 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8676406.000000 Penalty: 5354.957031
	Iteration 65Q: 3 clusters Score -8676406 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8676419.000000 Penalty: 5354.957031
	Iteration 66Q: 3 clusters Score -8676419 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8676447 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8676516.000000 Penalty: 5354.957031
	Iteration 68Q: 3 clusters Score -8676516 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8676594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8676622 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8676683.000000 Penalty: 5354.957031
	Iteration 71Q: 3 clusters Score -8676683 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8676689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8676698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8676719.000000 Penalty: 5354.957031
	Iteration 74Q: 3 clusters Score -8676719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8676728.000000 Penalty: 5354.957031
	Iteration 75Q: 3 clusters Score -8676728 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8676738.000000 Penalty: 5354.957031
	Iteration 76Q: 3 clusters Score -8676738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8676757.000000 Penalty: 5354.957031
	Iteration 77Q: 3 clusters Score -8676757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8676772.000000 Penalty: 5354.957031
	Iteration 78Q: 3 clusters Score -8676772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8676795 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8676813.000000 Penalty: 5354.957031
	Iteration 80F: 3 clusters Score -8676813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8676826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8676826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8676839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8676850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8676850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8676860.000000 Penalty: 5354.957031
	Iteration 86Q: 3 clusters Score -8676860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8676870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8676856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8676860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8676885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8676893.000000 Penalty: 5354.957031
	Iteration 91Q: 3 clusters Score -8676893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8676893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8676893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8676891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8676885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8676874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8676884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8676889.000000 Penalty: 5354.957031
	Iteration 98Q: 3 clusters Score -8676889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8676895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8676889.000000 Penalty: 5354.957031
	Iteration 100F: 3 clusters Score -8676889 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8676877.000000 Penalty: 5354.957031
	Iteration 101Q: 3 clusters Score -8676877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8676885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8676880.000000 Penalty: 5354.957031
	Iteration 103Q: 3 clusters Score -8676880 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8676890.000000 Penalty: 5354.957031
	Iteration 104Q: 3 clusters Score -8676890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8676898.000000 Penalty: 5354.957031
	Iteration 105Q: 3 clusters Score -8676898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8676902.000000 Penalty: 5354.957031
	Iteration 106Q: 3 clusters Score -8676902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8676905.000000 Penalty: 5354.957031
	Iteration 107Q: 3 clusters Score -8676905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8676904.000000 Penalty: 5354.957031
	Iteration 108Q: 3 clusters Score -8676904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8676905 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 110F: 3 clusters Score -8676905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (70897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70897 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.247809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.243583e+07 nChanged 33381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.245451e+07 nChanged 2801
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.245539e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.245653e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -12458209.000000 Penalty: 5539.815918
	Iteration 4F: 3 clusters Score -1.245821e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -12460614.000000 Penalty: 5539.815918
	Iteration 5F: 3 clusters Score -1.246061e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -12463551.000000 Penalty: 5539.815918
	Iteration 6F: 3 clusters Score -1.246355e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -12466424.000000 Penalty: 5539.815918
	Iteration 7F: 3 clusters Score -1.246642e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -12468985.000000 Penalty: 5539.815918
	Iteration 8F: 3 clusters Score -1.246898e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -12470541.000000 Penalty: 5539.815918
	Iteration 9Q: 3 clusters Score -1.247054e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -12471249.000000 Penalty: 5539.815918
	Iteration 10Q: 3 clusters Score -1.247125e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -12471580.000000 Penalty: 5539.815918
	Iteration 11Q: 3 clusters Score -1.247158e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -12471706.000000 Penalty: 5539.815918
	Iteration 12Q: 3 clusters Score -1.247171e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -12471829.000000 Penalty: 5539.815918
	Iteration 13Q: 3 clusters Score -1.247183e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -12471897.000000 Penalty: 5539.815918
	Iteration 14Q: 3 clusters Score -1.24719e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -12471945.000000 Penalty: 5539.815918
	Iteration 15Q: 3 clusters Score -1.247194e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -12472022.000000 Penalty: 5539.815918
	Iteration 16Q: 3 clusters Score -1.247202e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -12472054.000000 Penalty: 5539.815918
	Iteration 17Q: 3 clusters Score -1.247205e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -12472096.000000 Penalty: 5539.815918
	Iteration 18Q: 3 clusters Score -1.24721e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -12472112.000000 Penalty: 5539.815918
	Iteration 19Q: 3 clusters Score -1.247211e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -12472129.000000 Penalty: 5539.815918
	Iteration 20F: 3 clusters Score -1.247213e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -12472137.000000 Penalty: 5539.815918
	Iteration 21Q: 3 clusters Score -1.247214e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -12472160.000000 Penalty: 5539.815918
	Iteration 22Q: 3 clusters Score -1.247216e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -12472212.000000 Penalty: 5539.815918
	Iteration 23Q: 3 clusters Score -1.247221e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -12472276.000000 Penalty: 5539.815918
	Iteration 24Q: 3 clusters Score -1.247228e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -12472293.000000 Penalty: 5539.815918
	Iteration 25Q: 3 clusters Score -1.247229e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -12472347.000000 Penalty: 5539.815918
	Iteration 26Q: 3 clusters Score -1.247235e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -12472363.000000 Penalty: 5539.815918
	Iteration 27Q: 3 clusters Score -1.247236e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -12472429.000000 Penalty: 5539.815918
	Iteration 28Q: 3 clusters Score -1.247243e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -12472455.000000 Penalty: 5539.815918
	Iteration 29Q: 3 clusters Score -1.247246e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -12472483.000000 Penalty: 5539.815918
	Iteration 30Q: 3 clusters Score -1.247248e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -12472498.000000 Penalty: 5539.815918
	Iteration 31Q: 3 clusters Score -1.24725e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -12472557.000000 Penalty: 5539.815918
	Iteration 32Q: 3 clusters Score -1.247256e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -12472585.000000 Penalty: 5539.815918
	Iteration 33Q: 3 clusters Score -1.247258e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -12472624.000000 Penalty: 5539.815918
	Iteration 34Q: 3 clusters Score -1.247262e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -12472644.000000 Penalty: 5539.815918
	Iteration 35Q: 3 clusters Score -1.247264e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -12472672.000000 Penalty: 5539.815918
	Iteration 36Q: 3 clusters Score -1.247267e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -12472684.000000 Penalty: 5539.815918
	Iteration 37Q: 3 clusters Score -1.247268e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -12472695.000000 Penalty: 5539.815918
	Iteration 38Q: 3 clusters Score -1.24727e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -12472735.000000 Penalty: 5539.815918
	Iteration 39Q: 3 clusters Score -1.247274e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -12472775.000000 Penalty: 5539.815918
	Iteration 40F: 3 clusters Score -1.247278e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -12472798.000000 Penalty: 5539.815918
	Iteration 41Q: 3 clusters Score -1.24728e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -12472826.000000 Penalty: 5539.815918
	Iteration 42Q: 3 clusters Score -1.247283e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -12472826.000000 Penalty: 5539.815918
	Iteration 43Q: 3 clusters Score -1.247283e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -12472886.000000 Penalty: 5539.815918
	Iteration 44Q: 3 clusters Score -1.247289e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -12472945.000000 Penalty: 5539.815918
	Iteration 45Q: 3 clusters Score -1.247294e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -12472961.000000 Penalty: 5539.815918
	Iteration 46Q: 3 clusters Score -1.247296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -12472987.000000 Penalty: 5539.815918
	Iteration 47Q: 3 clusters Score -1.247299e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -12473046.000000 Penalty: 5539.815918
	Iteration 48Q: 3 clusters Score -1.247305e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -12473072.000000 Penalty: 5539.815918
	Iteration 49Q: 3 clusters Score -1.247307e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -12473129.000000 Penalty: 5539.815918
	Iteration 50Q: 3 clusters Score -1.247313e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -12473148.000000 Penalty: 5539.815918
	Iteration 51Q: 3 clusters Score -1.247315e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -12473193.000000 Penalty: 5539.815918
	Iteration 52Q: 3 clusters Score -1.247319e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -12473248.000000 Penalty: 5539.815918
	Iteration 53Q: 3 clusters Score -1.247325e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -12473239.000000 Penalty: 5539.815918
	Iteration 54Q: 3 clusters Score -1.247324e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -12473318.000000 Penalty: 5539.815918
	Iteration 55Q: 3 clusters Score -1.247332e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -12473366.000000 Penalty: 5539.815918
	Iteration 56Q: 3 clusters Score -1.247337e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -12473407.000000 Penalty: 5539.815918
	Iteration 57Q: 3 clusters Score -1.247341e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -12473427.000000 Penalty: 5539.815918
	Iteration 58Q: 3 clusters Score -1.247343e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -12473491.000000 Penalty: 5539.815918
	Iteration 59Q: 3 clusters Score -1.247349e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -12473587.000000 Penalty: 5539.815918
	Iteration 60F: 3 clusters Score -1.247359e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -12473640.000000 Penalty: 5539.815918
	Iteration 61Q: 3 clusters Score -1.247364e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -12473680.000000 Penalty: 5539.815918
	Iteration 62Q: 3 clusters Score -1.247368e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -12473715.000000 Penalty: 5539.815918
	Iteration 63Q: 3 clusters Score -1.247372e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -12473768.000000 Penalty: 5539.815918
	Iteration 64Q: 3 clusters Score -1.247377e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -12473800.000000 Penalty: 5539.815918
	Iteration 65Q: 3 clusters Score -1.24738e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -12473863.000000 Penalty: 5539.815918
	Iteration 66Q: 3 clusters Score -1.247386e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -12473862.000000 Penalty: 5539.815918
	Iteration 67Q: 3 clusters Score -1.247386e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -12473917.000000 Penalty: 5539.815918
	Iteration 68Q: 3 clusters Score -1.247392e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -12473953.000000 Penalty: 5539.815918
	Iteration 69Q: 3 clusters Score -1.247395e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -12474042.000000 Penalty: 5539.815918
	Iteration 70Q: 3 clusters Score -1.247404e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -12474091.000000 Penalty: 5539.815918
	Iteration 71Q: 3 clusters Score -1.247409e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -12474147.000000 Penalty: 5539.815918
	Iteration 72Q: 3 clusters Score -1.247415e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -12474198.000000 Penalty: 5539.815918
	Iteration 73Q: 3 clusters Score -1.24742e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -12474236.000000 Penalty: 5539.815918
	Iteration 74Q: 3 clusters Score -1.247424e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -12474272.000000 Penalty: 5539.815918
	Iteration 75Q: 3 clusters Score -1.247427e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -12474350.000000 Penalty: 5539.815918
	Iteration 76Q: 3 clusters Score -1.247435e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -12474384.000000 Penalty: 5539.815918
	Iteration 77Q: 3 clusters Score -1.247438e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -12474394.000000 Penalty: 5539.815918
	Iteration 78Q: 3 clusters Score -1.247439e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -12474404.000000 Penalty: 5539.815918
	Iteration 79Q: 3 clusters Score -1.24744e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -12474486.000000 Penalty: 5539.815918
	Iteration 80F: 3 clusters Score -1.247449e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -12474516.000000 Penalty: 5539.815918
	Iteration 81Q: 3 clusters Score -1.247452e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -12474540.000000 Penalty: 5539.815918
	Iteration 82Q: 3 clusters Score -1.247454e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -12474591.000000 Penalty: 5539.815918
	Iteration 83Q: 3 clusters Score -1.247459e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -12474631.000000 Penalty: 5539.815918
	Iteration 84Q: 3 clusters Score -1.247463e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -12474662.000000 Penalty: 5539.815918
	Iteration 85Q: 3 clusters Score -1.247466e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -12474696.000000 Penalty: 5539.815918
	Iteration 86Q: 3 clusters Score -1.24747e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -12474711.000000 Penalty: 5539.815918
	Iteration 87Q: 3 clusters Score -1.247471e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -12474741.000000 Penalty: 5539.815918
	Iteration 88Q: 3 clusters Score -1.247474e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -12474766.000000 Penalty: 5539.815918
	Iteration 89Q: 3 clusters Score -1.247477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -12474775.000000 Penalty: 5539.815918
	Iteration 90Q: 3 clusters Score -1.247478e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -12474800.000000 Penalty: 5539.815918
	Iteration 91Q: 3 clusters Score -1.24748e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -12474820.000000 Penalty: 5539.815918
	Iteration 92Q: 3 clusters Score -1.247482e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -12474813.000000 Penalty: 5539.815918
	Iteration 93Q: 3 clusters Score -1.247481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -12474825.000000 Penalty: 5539.815918
	Iteration 94Q: 3 clusters Score -1.247482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -12474843.000000 Penalty: 5539.815918
	Iteration 95Q: 3 clusters Score -1.247484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -12474851.000000 Penalty: 5539.815918
	Iteration 96Q: 3 clusters Score -1.247485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -12474878.000000 Penalty: 5539.815918
	Iteration 97Q: 3 clusters Score -1.247488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -12474879.000000 Penalty: 5539.815918
	Iteration 98Q: 3 clusters Score -1.247488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -12474888.000000 Penalty: 5539.815918
	Iteration 99Q: 3 clusters Score -1.247489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -12474889.000000 Penalty: 5539.815918
	Iteration 100F: 3 clusters Score -1.247489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -12474901.000000 Penalty: 5539.815918
	Iteration 101Q: 3 clusters Score -1.24749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -12474876.000000 Penalty: 5539.815918
	Iteration 102Q: 3 clusters Score -1.247488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -12474897.000000 Penalty: 5539.815918
	Iteration 103Q: 3 clusters Score -1.24749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -12474910.000000 Penalty: 5539.815918
	Iteration 104Q: 3 clusters Score -1.247491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -12474919.000000 Penalty: 5539.815918
	Iteration 105Q: 3 clusters Score -1.247492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -12474922.000000 Penalty: 5539.815918
	Iteration 106Q: 3 clusters Score -1.247492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -12474925.000000 Penalty: 5539.815918
	Iteration 107Q: 3 clusters Score -1.247492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -12474932.000000 Penalty: 5539.815918
	Iteration 108Q: 3 clusters Score -1.247493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -12474943.000000 Penalty: 5539.815918
	Iteration 109Q: 3 clusters Score -1.247494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -12474937.000000 Penalty: 5539.815918
	Iteration 110Q: 3 clusters Score -1.247494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -12474940.000000 Penalty: 5539.815918
	Iteration 111Q: 3 clusters Score -1.247494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -12474917.000000 Penalty: 5539.815918
	Iteration 112Q: 3 clusters Score -1.247492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -12474928.000000 Penalty: 5539.815918
	Iteration 113Q: 3 clusters Score -1.247493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -12474931.000000 Penalty: 5539.815918
	Iteration 114Q: 3 clusters Score -1.247493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -12474927.000000 Penalty: 5539.815918
	Iteration 115Q: 3 clusters Score -1.247493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -12474918.000000 Penalty: 5539.815918
	Iteration 116Q: 3 clusters Score -1.247492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -12474917.000000 Penalty: 5539.815918
	Iteration 117Q: 3 clusters Score -1.247492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -12474920.000000 Penalty: 5539.815918
	Iteration 118Q: 3 clusters Score -1.247492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -12474918.000000 Penalty: 5539.815918
	Iteration 119Q: 3 clusters Score -1.247492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -12474916.000000 Penalty: 5539.815918
	Iteration 120F: 3 clusters Score -1.247492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -12474926.000000 Penalty: 5539.815918
	Iteration 121Q: 3 clusters Score -1.247493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -12474932.000000 Penalty: 5539.815918
	Iteration 122Q: 3 clusters Score -1.247493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -12474935.000000 Penalty: 5539.815918
	Iteration 123Q: 3 clusters Score -1.247494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -12474941.000000 Penalty: 5539.815918
	Iteration 124Q: 3 clusters Score -1.247494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -12474941.000000 Penalty: 5539.815918
	Iteration 125F: 3 clusters Score -1.247494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Entering Unmasked Estep 
Score: -5811775.000000 Penalty: 2573.770020
	Iteration 0F: 2 clusters Score -5811775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5789806.500000 Penalty: 5147.540039
	Iteration 0F: 3 clusters Score -5789806 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5797899.000000 Penalty: 5147.540039
	Iteration 1F: 3 clusters Score -5797899 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -5798316.000000 Penalty: 5147.540039
	Iteration 2Q: 3 clusters Score -5798316 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5798655.500000 Penalty: 5147.540039
	Iteration 3Q: 3 clusters Score -5798656 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -5798920.500000 Penalty: 5147.540039
	Iteration 4Q: 3 clusters Score -5798920 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -5799213.500000 Penalty: 5147.540039
	Iteration 5Q: 3 clusters Score -5799214 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5799514.000000 Penalty: 5147.540039
	Iteration 6Q: 3 clusters Score -5799514 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -5799814.500000 Penalty: 5147.540039
	Iteration 7Q: 3 clusters Score -5799814 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5800147.500000 Penalty: 5147.540039
	Iteration 8Q: 3 clusters Score -5800148 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -5800524.500000 Penalty: 5147.540039
	Iteration 9Q: 3 clusters Score -5800524 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5801098.000000 Penalty: 5147.540039
	Iteration 10Q: 3 clusters Score -5801098 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5801861.500000 Penalty: 5147.540039
	Iteration 11Q: 3 clusters Score -5801862 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -5802935.000000 Penalty: 5147.540039
	Iteration 12F: 3 clusters Score -5802935 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -5804148.000000 Penalty: 5147.540039
	Iteration 13F: 3 clusters Score -5804148 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5805467.500000 Penalty: 5147.540039
	Iteration 14F: 3 clusters Score -5805468 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5806678.500000 Penalty: 5147.540039
	Iteration 15F: 3 clusters Score -5806678 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5807655.500000 Penalty: 5147.540039
	Iteration 16Q: 3 clusters Score -5807656 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -5808356.000000 Penalty: 5147.540039
	Iteration 17Q: 3 clusters Score -5808356 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -5808761.500000 Penalty: 5147.540039
	Iteration 18Q: 3 clusters Score -5808762 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5809046.500000 Penalty: 5147.540039
	Iteration 19Q: 3 clusters Score -5809046 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -5809236.500000 Penalty: 5147.540039
	Iteration 20F: 3 clusters Score -5809236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -5809330.500000 Penalty: 5147.540039
	Iteration 21Q: 3 clusters Score -5809330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -5809380.000000 Penalty: 5147.540039
	Iteration 22Q: 3 clusters Score -5809380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -5809423.000000 Penalty: 5147.540039
	Iteration 23Q: 3 clusters Score -5809423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5809430.000000 Penalty: 5147.540039
	Iteration 24Q: 3 clusters Score -5809430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5809469.500000 Penalty: 5147.540039
	Iteration 25Q: 3 clusters Score -5809470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -5809490.500000 Penalty: 5147.540039
	Iteration 26Q: 3 clusters Score -5809490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -5809486.500000 Penalty: 5147.540039
	Iteration 27Q: 3 clusters Score -5809486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5809495.500000 Penalty: 5147.540039
	Iteration 28Q: 3 clusters Score -5809496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5809508.000000 Penalty: 5147.540039
	Iteration 29Q: 3 clusters Score -5809508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5809508.500000 Penalty: 5147.540039
	Iteration 30Q: 3 clusters Score -5809508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -5809518.500000 Penalty: 5147.540039
	Iteration 31Q: 3 clusters Score -5809518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5809522.500000 Penalty: 5147.540039
	Iteration 32Q: 3 clusters Score -5809522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -5809525.500000 Penalty: 5147.540039
	Iteration 33Q: 3 clusters Score -5809526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5809525.500000 Penalty: 5147.540039
	Iteration 34Q: 3 clusters Score -5809526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5809537.000000 Penalty: 5147.540039
	Iteration 35Q: 3 clusters Score -5809537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -5809542.000000 Penalty: 5147.540039
	Iteration 36Q: 3 clusters Score -5809542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -5809550.500000 Penalty: 5147.540039
	Iteration 37Q: 3 clusters Score -5809550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5809562.500000 Penalty: 5147.540039
	Iteration 38Q: 3 clusters Score -5809562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5809563.500000 Penalty: 5147.540039
	Iteration 39Q: 3 clusters Score -5809564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -5809563.500000 Penalty: 5147.540039
	Iteration 40F: 3 clusters Score -5809564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5809566.500000 Penalty: 5147.540039
	Iteration 41Q: 3 clusters Score -5809566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -5809567.500000 Penalty: 5147.540039
	Iteration 42Q: 3 clusters Score -5809568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -5809567.500000 Penalty: 5147.540039
	Iteration 43F: 3 clusters Score -5809568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Entering Unmasked Estep 
Score: -7347401.500000 Penalty: 2633.520020
	Iteration 0F: 2 clusters Score -7347402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -7320197.500000 Penalty: 5267.040039
	Iteration 0F: 3 clusters Score -7320198 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -7330581.000000 Penalty: 5267.040039
	Iteration 1F: 3 clusters Score -7330581 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -7331499.500000 Penalty: 5267.040039
	Iteration 2F: 3 clusters Score -7331500 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -7332602.500000 Penalty: 5267.040039
	Iteration 3F: 3 clusters Score -7332602 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -7334129.000000 Penalty: 5267.040039
	Iteration 4F: 3 clusters Score -7334129 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -7336115.500000 Penalty: 5267.040039
	Iteration 5F: 3 clusters Score -7336116 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -7338474.000000 Penalty: 5267.040039
	Iteration 6F: 3 clusters Score -7338474 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -7340663.000000 Penalty: 5267.040039
	Iteration 7F: 3 clusters Score -7340663 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -7341951.000000 Penalty: 5267.040039
	Iteration 8F: 3 clusters Score -7341951 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -7342577.000000 Penalty: 5267.040039
	Iteration 9Q: 3 clusters Score -7342577 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -7342850.500000 Penalty: 5267.040039
	Iteration 10Q: 3 clusters Score -7342850 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -7343015.500000 Penalty: 5267.040039
	Iteration 11Q: 3 clusters Score -7343016 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7343130.000000 Penalty: 5267.040039
	Iteration 12Q: 3 clusters Score -7343130 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -7343207.000000 Penalty: 5267.040039
	Iteration 13Q: 3 clusters Score -7343207 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -7343349.500000 Penalty: 5267.040039
	Iteration 14Q: 3 clusters Score -7343350 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -7343445.000000 Penalty: 5267.040039
	Iteration 15Q: 3 clusters Score -7343445 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -7343532.000000 Penalty: 5267.040039
	Iteration 16Q: 3 clusters Score -7343532 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -7343611.500000 Penalty: 5267.040039
	Iteration 17Q: 3 clusters Score -7343612 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -7343710.500000 Penalty: 5267.040039
	Iteration 18Q: 3 clusters Score -7343710 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -7343803.500000 Penalty: 5267.040039
	Iteration 19Q: 3 clusters Score -7343804 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -7343924.000000 Penalty: 5267.040039
	Iteration 20F: 3 clusters Score -7343924 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -7344054.500000 Penalty: 5267.040039
	Iteration 21Q: 3 clusters Score -7344054 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7344167.500000 Penalty: 5267.040039
	Iteration 22Q: 3 clusters Score -7344168 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -7344310.500000 Penalty: 5267.040039
	Iteration 23Q: 3 clusters Score -7344310 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -7344504.500000 Penalty: 5267.040039
	Iteration 24Q: 3 clusters Score -7344504 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7344626.500000 Penalty: 5267.040039
	Iteration 25Q: 3 clusters Score -7344626 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -7344732.500000 Penalty: 5267.040039
	Iteration 26Q: 3 clusters Score -7344732 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -7344870.500000 Penalty: 5267.040039
	Iteration 27Q: 3 clusters Score -7344870 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7345000.500000 Penalty: 5267.040039
	Iteration 28Q: 3 clusters Score -7345000 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7345118.000000 Penalty: 5267.040039
	Iteration 29Q: 3 clusters Score -7345118 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -7345252.500000 Penalty: 5267.040039
	Iteration 30Q: 3 clusters Score -7345252 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7345426.000000 Penalty: 5267.040039
	Iteration 31Q: 3 clusters Score -7345426 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -7345559.000000 Penalty: 5267.040039
	Iteration 32Q: 3 clusters Score -7345559 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7345708.500000 Penalty: 5267.040039
	Iteration 33Q: 3 clusters Score -7345708 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -7345806.000000 Penalty: 5267.040039
	Iteration 34Q: 3 clusters Score -7345806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -7345888.500000 Penalty: 5267.040039
	Iteration 35Q: 3 clusters Score -7345888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -7345927.000000 Penalty: 5267.040039
	Iteration 36Q: 3 clusters Score -7345927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7345930.000000 Penalty: 5267.040039
	Iteration 37Q: 3 clusters Score -7345930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -7345949.000000 Penalty: 5267.040039
	Iteration 38Q: 3 clusters Score -7345949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -7345956.500000 Penalty: 5267.040039
	Iteration 39Q: 3 clusters Score -7345956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -7345959.000000 Penalty: 5267.040039
	Iteration 40F: 3 clusters Score -7345959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -7345963.500000 Penalty: 5267.040039
	Iteration 41Q: 3 clusters Score -7345964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -7345970.000000 Penalty: 5267.040039
	Iteration 42Q: 3 clusters Score -7345970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7345977.500000 Penalty: 5267.040039
	Iteration 43Q: 3 clusters Score -7345978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7345979.500000 Penalty: 5267.040039
	Iteration 44Q: 3 clusters Score -7345980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7345984.500000 Penalty: 5267.040039
	Iteration 45Q: 3 clusters Score -7345984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -7345997.500000 Penalty: 5267.040039
	Iteration 46Q: 3 clusters Score -7345998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -7345990.500000 Penalty: 5267.040039
	Iteration 47Q: 3 clusters Score -7345990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -7345999.500000 Penalty: 5267.040039
	Iteration 48Q: 3 clusters Score -7346000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7345988.000000 Penalty: 5267.040039
	Iteration 49Q: 3 clusters Score -7345988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7345989.500000 Penalty: 5267.040039
	Iteration 50Q: 3 clusters Score -7345990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -7345992.500000 Penalty: 5267.040039
	Iteration 51Q: 3 clusters Score -7345992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -7346004.500000 Penalty: 5267.040039
	Iteration 52Q: 3 clusters Score -7346004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -7346011.500000 Penalty: 5267.040039
	Iteration 53Q: 3 clusters Score -7346012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -7346009.000000 Penalty: 5267.040039
	Iteration 54Q: 3 clusters Score -7346009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -7346005.000000 Penalty: 5267.040039
	Iteration 55Q: 3 clusters Score -7346005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -7346009.000000 Penalty: 5267.040039
	Iteration 56Q: 3 clusters Score -7346009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7346016.000000 Penalty: 5267.040039
	Iteration 57Q: 3 clusters Score -7346016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7346002.500000 Penalty: 5267.040039
	Iteration 58Q: 3 clusters Score -7346002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -7346008.000000 Penalty: 5267.040039
	Iteration 59Q: 3 clusters Score -7346008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -7346011.000000 Penalty: 5267.040039
	Iteration 60F: 3 clusters Score -7346011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -7346015.500000 Penalty: 5267.040039
	Iteration 61Q: 3 clusters Score -7346016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -7346015.500000 Penalty: 5267.040039
	Iteration 62F: 3 clusters Score -7346016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (33269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Entering Unmasked Estep 
Score: -5994297.500000 Penalty: 2582.270508
	Iteration 0F: 2 clusters Score -5994298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5971673.500000 Penalty: 5164.541016
	Iteration 0F: 3 clusters Score -5971674 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -5979694.500000 Penalty: 5164.541016
	Iteration 1F: 3 clusters Score -5979694 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -5980113.000000 Penalty: 5164.541016
	Iteration 2Q: 3 clusters Score -5980113 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -5980422.500000 Penalty: 5164.541016
	Iteration 3Q: 3 clusters Score -5980422 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5980718.500000 Penalty: 5164.541016
	Iteration 4Q: 3 clusters Score -5980718 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5981012.500000 Penalty: 5164.541016
	Iteration 5Q: 3 clusters Score -5981012 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5981381.000000 Penalty: 5164.541016
	Iteration 6Q: 3 clusters Score -5981381 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -5981787.000000 Penalty: 5164.541016
	Iteration 7Q: 3 clusters Score -5981787 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -5982344.500000 Penalty: 5164.541016
	Iteration 8Q: 3 clusters Score -5982344 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5983314.000000 Penalty: 5164.541016
	Iteration 9F: 3 clusters Score -5983314 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -5984684.000000 Penalty: 5164.541016
	Iteration 10F: 3 clusters Score -5984684 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5986534.000000 Penalty: 5164.541016
	Iteration 11F: 3 clusters Score -5986534 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5988700.500000 Penalty: 5164.541016
	Iteration 12F: 3 clusters Score -5988700 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5990355.500000 Penalty: 5164.541016
	Iteration 13F: 3 clusters Score -5990356 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5991260.500000 Penalty: 5164.541016
	Iteration 14Q: 3 clusters Score -5991260 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5991671.000000 Penalty: 5164.541016
	Iteration 15Q: 3 clusters Score -5991671 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5991843.500000 Penalty: 5164.541016
	Iteration 16Q: 3 clusters Score -5991844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5991919.500000 Penalty: 5164.541016
	Iteration 17Q: 3 clusters Score -5991920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5991948.000000 Penalty: 5164.541016
	Iteration 18Q: 3 clusters Score -5991948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5991959.000000 Penalty: 5164.541016
	Iteration 19Q: 3 clusters Score -5991959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5991966.000000 Penalty: 5164.541016
	Iteration 20F: 3 clusters Score -5991966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5991971.000000 Penalty: 5164.541016
	Iteration 21Q: 3 clusters Score -5991971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5991975.000000 Penalty: 5164.541016
	Iteration 22Q: 3 clusters Score -5991975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5991982.000000 Penalty: 5164.541016
	Iteration 23Q: 3 clusters Score -5991982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5991982.000000 Penalty: 5164.541016
	Iteration 24F: 3 clusters Score -5991982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (39201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Entering Unmasked Estep 
Score: -6955822.500000 Penalty: 2622.961670
	Iteration 0F: 2 clusters Score -6955822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -6929198.500000 Penalty: 5245.923340
	Iteration 0F: 3 clusters Score -6929198 nChanged 17961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -6939048.000000 Penalty: 5245.923340
	Iteration 1F: 3 clusters Score -6939048 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -6939692.000000 Penalty: 5245.923340
	Iteration 2Q: 3 clusters Score -6939692 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -6940415.500000 Penalty: 5245.923340
	Iteration 3Q: 3 clusters Score -6940416 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6941506.000000 Penalty: 5245.923340
	Iteration 4F: 3 clusters Score -6941506 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -6943115.500000 Penalty: 5245.923340
	Iteration 5F: 3 clusters Score -6943116 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -6945366.500000 Penalty: 5245.923340
	Iteration 6F: 3 clusters Score -6945366 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -6948016.500000 Penalty: 5245.923340
	Iteration 7F: 3 clusters Score -6948016 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -6950416.500000 Penalty: 5245.923340
	Iteration 8F: 3 clusters Score -6950416 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6952072.000000 Penalty: 5245.923340
	Iteration 9Q: 3 clusters Score -6952072 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6952893.000000 Penalty: 5245.923340
	Iteration 10Q: 3 clusters Score -6952893 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6953324.500000 Penalty: 5245.923340
	Iteration 11Q: 3 clusters Score -6953324 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6953536.000000 Penalty: 5245.923340
	Iteration 12Q: 3 clusters Score -6953536 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6953660.500000 Penalty: 5245.923340
	Iteration 13Q: 3 clusters Score -6953660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6953743.000000 Penalty: 5245.923340
	Iteration 14Q: 3 clusters Score -6953743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6953778.000000 Penalty: 5245.923340
	Iteration 15Q: 3 clusters Score -6953778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6953818.000000 Penalty: 5245.923340
	Iteration 16Q: 3 clusters Score -6953818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6953824.500000 Penalty: 5245.923340
	Iteration 17Q: 3 clusters Score -6953824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6953836.000000 Penalty: 5245.923340
	Iteration 18Q: 3 clusters Score -6953836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6953829.500000 Penalty: 5245.923340
	Iteration 19Q: 3 clusters Score -6953830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6953840.000000 Penalty: 5245.923340
	Iteration 20F: 3 clusters Score -6953840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6953844.500000 Penalty: 5245.923340
	Iteration 21Q: 3 clusters Score -6953844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6953845.500000 Penalty: 5245.923340
	Iteration 22Q: 3 clusters Score -6953846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6953845.500000 Penalty: 5245.923340
	Iteration 23Q: 3 clusters Score -6953846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6953843.000000 Penalty: 5245.923340
	Iteration 24Q: 3 clusters Score -6953843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6953844.500000 Penalty: 5245.923340
	Iteration 25Q: 3 clusters Score -6953844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6953848.500000 Penalty: 5245.923340
	Iteration 26Q: 3 clusters Score -6953848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6953850.500000 Penalty: 5245.923340
	Iteration 27Q: 3 clusters Score -6953850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6953853.000000 Penalty: 5245.923340
	Iteration 28Q: 3 clusters Score -6953853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6953853.500000 Penalty: 5245.923340
	Iteration 29Q: 3 clusters Score -6953854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6953853.500000 Penalty: 5245.923340
	Iteration 30F: 3 clusters Score -6953854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 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 150 members 
Entering Unmasked Estep 
Score: -20640.740234 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20640.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20781.636719 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20781.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20850.835938 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20850.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20887.837891 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20887.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20920.775391 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20920.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20931.958984 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20931.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20935.433594 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -20935.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20938.380859 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -20938.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20938.380859 Penalty: 2808.828369
	Iteration 8F: 3 clusters Score -20938.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (45376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Entering Unmasked Estep 
Score: -8086346.000000 Penalty: 2659.239014
	Iteration 0F: 2 clusters Score -8086346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8057049.000000 Penalty: 5318.478027
	Iteration 0F: 3 clusters Score -8057049 nChanged 20848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8068198.000000 Penalty: 5318.478027
	Iteration 1F: 3 clusters Score -8068198 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -8068773.500000 Penalty: 5318.478027
	Iteration 2Q: 3 clusters Score -8068774 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8069327.000000 Penalty: 5318.478027
	Iteration 3Q: 3 clusters Score -8069327 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -8069852.000000 Penalty: 5318.478027
	Iteration 4Q: 3 clusters Score -8069852 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -8070350.000000 Penalty: 5318.478027
	Iteration 5Q: 3 clusters Score -8070350 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -8070833.000000 Penalty: 5318.478027
	Iteration 6Q: 3 clusters Score -8070833 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -8071388.500000 Penalty: 5318.478027
	Iteration 7Q: 3 clusters Score -8071388 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -8072054.500000 Penalty: 5318.478027
	Iteration 8Q: 3 clusters Score -8072054 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -8072974.000000 Penalty: 5318.478027
	Iteration 9Q: 3 clusters Score -8072974 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -8074151.500000 Penalty: 5318.478027
	Iteration 10Q: 3 clusters Score -8074152 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -8075614.000000 Penalty: 5318.478027
	Iteration 11F: 3 clusters Score -8075614 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -8077273.000000 Penalty: 5318.478027
	Iteration 12F: 3 clusters Score -8077273 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -8078840.000000 Penalty: 5318.478027
	Iteration 13F: 3 clusters Score -8078840 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -8080300.000000 Penalty: 5318.478027
	Iteration 14Q: 3 clusters Score -8080300 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8081620.000000 Penalty: 5318.478027
	Iteration 15Q: 3 clusters Score -8081620 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8082491.000000 Penalty: 5318.478027
	Iteration 16Q: 3 clusters Score -8082491 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8083067.500000 Penalty: 5318.478027
	Iteration 17Q: 3 clusters Score -8083068 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8083435.500000 Penalty: 5318.478027
	Iteration 18Q: 3 clusters Score -8083436 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8083725.000000 Penalty: 5318.478027
	Iteration 19Q: 3 clusters Score -8083725 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8083891.500000 Penalty: 5318.478027
	Iteration 20F: 3 clusters Score -8083892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8083948.000000 Penalty: 5318.478027
	Iteration 21Q: 3 clusters Score -8083948 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8083999.000000 Penalty: 5318.478027
	Iteration 22Q: 3 clusters Score -8083999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8084035.000000 Penalty: 5318.478027
	Iteration 23Q: 3 clusters Score -8084035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8084055.000000 Penalty: 5318.478027
	Iteration 24Q: 3 clusters Score -8084055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8084067.500000 Penalty: 5318.478027
	Iteration 25Q: 3 clusters Score -8084068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8084079.500000 Penalty: 5318.478027
	Iteration 26Q: 3 clusters Score -8084080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8084083.000000 Penalty: 5318.478027
	Iteration 27Q: 3 clusters Score -8084083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8084087.500000 Penalty: 5318.478027
	Iteration 28Q: 3 clusters Score -8084088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8084096.500000 Penalty: 5318.478027
	Iteration 29Q: 3 clusters Score -8084096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8084108.500000 Penalty: 5318.478027
	Iteration 30Q: 3 clusters Score -8084108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8084116.000000 Penalty: 5318.478027
	Iteration 31Q: 3 clusters Score -8084116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8084115.500000 Penalty: 5318.478027
	Iteration 32Q: 3 clusters Score -8084116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8084124.000000 Penalty: 5318.478027
	Iteration 33Q: 3 clusters Score -8084124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8084136.500000 Penalty: 5318.478027
	Iteration 34Q: 3 clusters Score -8084136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8084136.500000 Penalty: 5318.478027
	Iteration 35F: 3 clusters Score -8084136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -84624.726562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -84624.73 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 292 members 
Entering Unmasked Estep 
Score: -83065.796875 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -83065.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83361.328125 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -83361.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83482.812500 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -83482.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83562.976562 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -83562.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83613.695312 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -83613.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83645.773438 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -83645.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83665.367188 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -83665.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83684.625000 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -83684.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83703.296875 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -83703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83713.023438 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -83713.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83731.976562 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -83731.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -83739.851562 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -83739.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83740.046875 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -83740.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83745.609375 Penalty: 3188.340332
	Iteration 13F: 3 clusters Score -83745.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83750.679688 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -83750.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83755.320312 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -83755.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83757.101562 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -83757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83759.968750 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -83759.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -83765.726562 Penalty: 3188.340332
	Iteration 18Q: 3 clusters Score -83765.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83783.257812 Penalty: 3188.340332
	Iteration 19Q: 3 clusters Score -83783.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83821.492188 Penalty: 3188.340332
	Iteration 20F: 3 clusters Score -83821.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83862.460938 Penalty: 3188.340332
	Iteration 21Q: 3 clusters Score -83862.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83886.304688 Penalty: 3188.340332
	Iteration 22Q: 3 clusters Score -83886.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83911.398438 Penalty: 3188.340332
	Iteration 23Q: 3 clusters Score -83911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83922.023438 Penalty: 3188.340332
	Iteration 24Q: 3 clusters Score -83922.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83923.125000 Penalty: 3188.340332
	Iteration 25Q: 3 clusters Score -83923.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83924.015625 Penalty: 3188.340332
	Iteration 26Q: 3 clusters Score -83924.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83924.015625 Penalty: 3188.340332
	Iteration 27F: 3 clusters Score -83924.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (44516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Entering Unmasked Estep 
Score: -8007342.000000 Penalty: 2654.493652
	Iteration 0F: 2 clusters Score -8007342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -7978244.500000 Penalty: 5308.987305
	Iteration 0F: 3 clusters Score -7978244 nChanged 20517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -7989368.500000 Penalty: 5308.987305
	Iteration 1F: 3 clusters Score -7989368 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -7989847.000000 Penalty: 5308.987305
	Iteration 2Q: 3 clusters Score -7989847 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -7990371.500000 Penalty: 5308.987305
	Iteration 3Q: 3 clusters Score -7990372 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -7990918.500000 Penalty: 5308.987305
	Iteration 4Q: 3 clusters Score -7990918 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -7991692.000000 Penalty: 5308.987305
	Iteration 5Q: 3 clusters Score -7991692 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -7992807.000000 Penalty: 5308.987305
	Iteration 6F: 3 clusters Score -7992807 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -7994452.000000 Penalty: 5308.987305
	Iteration 7F: 3 clusters Score -7994452 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -7996744.500000 Penalty: 5308.987305
	Iteration 8F: 3 clusters Score -7996744 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7999508.500000 Penalty: 5308.987305
	Iteration 9F: 3 clusters Score -7999508 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -8001953.000000 Penalty: 5308.987305
	Iteration 10F: 3 clusters Score -8001953 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -8003538.000000 Penalty: 5308.987305
	Iteration 11Q: 3 clusters Score -8003538 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -8004337.500000 Penalty: 5308.987305
	Iteration 12Q: 3 clusters Score -8004338 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8004711.000000 Penalty: 5308.987305
	Iteration 13Q: 3 clusters Score -8004711 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8004849.000000 Penalty: 5308.987305
	Iteration 14Q: 3 clusters Score -8004849 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8004951.000000 Penalty: 5308.987305
	Iteration 15Q: 3 clusters Score -8004951 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8005015.000000 Penalty: 5308.987305
	Iteration 16Q: 3 clusters Score -8005015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8005050.500000 Penalty: 5308.987305
	Iteration 17Q: 3 clusters Score -8005050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8005070.500000 Penalty: 5308.987305
	Iteration 18Q: 3 clusters Score -8005070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8005104.500000 Penalty: 5308.987305
	Iteration 19Q: 3 clusters Score -8005104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8005117.000000 Penalty: 5308.987305
	Iteration 20F: 3 clusters Score -8005117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8005114.000000 Penalty: 5308.987305
	Iteration 21Q: 3 clusters Score -8005114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -8005130.000000 Penalty: 5308.987305
	Iteration 22Q: 3 clusters Score -8005130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8005129.500000 Penalty: 5308.987305
	Iteration 23Q: 3 clusters Score -8005130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8005145.000000 Penalty: 5308.987305
	Iteration 24Q: 3 clusters Score -8005145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8005154.000000 Penalty: 5308.987305
	Iteration 25Q: 3 clusters Score -8005154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8005150.500000 Penalty: 5308.987305
	Iteration 26Q: 3 clusters Score -8005150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8005152.000000 Penalty: 5308.987305
	Iteration 27Q: 3 clusters Score -8005152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8005154.500000 Penalty: 5308.987305
	Iteration 28Q: 3 clusters Score -8005154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8005156.500000 Penalty: 5308.987305
	Iteration 29Q: 3 clusters Score -8005156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8005153.000000 Penalty: 5308.987305
	Iteration 30Q: 3 clusters Score -8005153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8005150.500000 Penalty: 5308.987305
	Iteration 31Q: 3 clusters Score -8005150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8005150.500000 Penalty: 5308.987305
	Iteration 32F: 3 clusters Score -8005150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 44803 members 
Mstep: Class 3 contains 39996 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 37471 members 
Mstep: Class 7 contains 50048 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 41752 members 
Mstep: Class 10 contains 41815 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 50193 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 45111 members 
Mstep: Class 19 contains 46030 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 36232 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47536 members 
Mstep: Class 27 contains 46466 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 808 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40915 members 
Mstep: Class 32 contains 48839 members 
Mstep: Class 33 contains 70897 members 
Mstep: Class 34 contains 32148 members 
Mstep: Class 35 contains 40906 members 
Mstep: Class 36 contains 33269 members 
Mstep: Class 37 contains 39201 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45376 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 44516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420512.000000 Penalty: 141646.312500
Iteration 239Q: 42 clusters Score -1.964205e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 44764 members 
Mstep: Class 3 contains 39976 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 37547 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 13670 members 
Mstep: Class 9 contains 41751 members 
Mstep: Class 10 contains 41780 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 12401 members 
Mstep: Class 14 contains 50177 members 
Mstep: Class 15 contains 36552 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 40726 members 
Mstep: Class 18 contains 45097 members 
Mstep: Class 19 contains 46042 members 
Mstep: Class 20 contains 16155 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 36343 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47512 members 
Mstep: Class 27 contains 46463 members 
Mstep: Class 28 contains 10457 members 
Mstep: Class 29 contains 806 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40879 members 
Mstep: Class 32 contains 48832 members 
Mstep: Class 33 contains 70898 members 
Mstep: Class 34 contains 32650 members 
Mstep: Class 35 contains 40885 members 
Mstep: Class 36 contains 33118 members 
Mstep: Class 37 contains 39197 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45370 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 44181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420896.000000 Penalty: 141646.312500
Iteration 240F: 42 clusters Score -1.964209e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 44738 members 
Mstep: Class 3 contains 39959 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 37614 members 
Mstep: Class 7 contains 50051 members 
Mstep: Class 8 contains 13658 members 
Mstep: Class 9 contains 41748 members 
Mstep: Class 10 contains 41726 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12394 members 
Mstep: Class 14 contains 50155 members 
Mstep: Class 15 contains 36582 members 
Mstep: Class 16 contains 10089 members 
Mstep: Class 17 contains 40749 members 
Mstep: Class 18 contains 45094 members 
Mstep: Class 19 contains 46052 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 36466 members 
Mstep: Class 23 contains 8208 members 
Mstep: Class 24 contains 13678 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 47529 members 
Mstep: Class 27 contains 46456 members 
Mstep: Class 28 contains 10452 members 
Mstep: Class 29 contains 803 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 40836 members 
Mstep: Class 32 contains 48826 members 
Mstep: Class 33 contains 70888 members 
Mstep: Class 34 contains 33114 members 
Mstep: Class 35 contains 40867 members 
Mstep: Class 36 contains 32957 members 
Mstep: Class 37 contains 39191 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45356 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420992.000000 Penalty: 141646.312500
Iteration 241Q: 42 clusters Score -1.96421e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 44708 members 
Mstep: Class 3 contains 39940 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 37681 members 
Mstep: Class 7 contains 50052 members 
Mstep: Class 8 contains 13653 members 
Mstep: Class 9 contains 41748 members 
Mstep: Class 10 contains 41697 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12394 members 
Mstep: Class 14 contains 50153 members 
Mstep: Class 15 contains 36616 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 40771 members 
Mstep: Class 18 contains 45108 members 
Mstep: Class 19 contains 46050 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 36584 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47506 members 
Mstep: Class 27 contains 46431 members 
Mstep: Class 28 contains 10453 members 
Mstep: Class 29 contains 801 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40799 members 
Mstep: Class 32 contains 48807 members 
Mstep: Class 33 contains 70883 members 
Mstep: Class 34 contains 33554 members 
Mstep: Class 35 contains 40858 members 
Mstep: Class 36 contains 32782 members 
Mstep: Class 37 contains 39184 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45329 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421328.000000 Penalty: 141646.312500
Iteration 242Q: 42 clusters Score -1.964213e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 44674 members 
Mstep: Class 3 contains 39920 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 37757 members 
Mstep: Class 7 contains 50058 members 
Mstep: Class 8 contains 13653 members 
Mstep: Class 9 contains 41742 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12390 members 
Mstep: Class 14 contains 50150 members 
Mstep: Class 15 contains 36676 members 
Mstep: Class 16 contains 10075 members 
Mstep: Class 17 contains 40825 members 
Mstep: Class 18 contains 45115 members 
Mstep: Class 19 contains 46062 members 
Mstep: Class 20 contains 16152 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 36697 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47476 members 
Mstep: Class 27 contains 46397 members 
Mstep: Class 28 contains 10453 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40767 members 
Mstep: Class 32 contains 48796 members 
Mstep: Class 33 contains 70887 members 
Mstep: Class 34 contains 33998 members 
Mstep: Class 35 contains 40833 members 
Mstep: Class 36 contains 32580 members 
Mstep: Class 37 contains 39181 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45312 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421168.000000 Penalty: 141646.312500
Iteration 243Q: 42 clusters Score -1.964212e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 44649 members 
Mstep: Class 3 contains 39894 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 2732 members 
Mstep: Class 6 contains 37796 members 
Mstep: Class 7 contains 50061 members 
Mstep: Class 8 contains 13658 members 
Mstep: Class 9 contains 41742 members 
Mstep: Class 10 contains 41645 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12385 members 
Mstep: Class 14 contains 50134 members 
Mstep: Class 15 contains 36749 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 40844 members 
Mstep: Class 18 contains 45117 members 
Mstep: Class 19 contains 46087 members 
Mstep: Class 20 contains 16155 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 36806 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 13668 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47476 members 
Mstep: Class 27 contains 46371 members 
Mstep: Class 28 contains 10453 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40736 members 
Mstep: Class 32 contains 48784 members 
Mstep: Class 33 contains 70879 members 
Mstep: Class 34 contains 34452 members 
Mstep: Class 35 contains 40798 members 
Mstep: Class 36 contains 32402 members 
Mstep: Class 37 contains 39181 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45301 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421184.000000 Penalty: 141646.312500
Iteration 244Q: 42 clusters Score -1.964212e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 44649 members 
Mstep: Class 3 contains 39870 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2730 members 
Mstep: Class 6 contains 37838 members 
Mstep: Class 7 contains 50064 members 
Mstep: Class 8 contains 13659 members 
Mstep: Class 9 contains 41741 members 
Mstep: Class 10 contains 41609 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12382 members 
Mstep: Class 14 contains 50128 members 
Mstep: Class 15 contains 36820 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 40850 members 
Mstep: Class 18 contains 45106 members 
Mstep: Class 19 contains 46083 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 36920 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 13663 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47467 members 
Mstep: Class 27 contains 46357 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40727 members 
Mstep: Class 32 contains 48774 members 
Mstep: Class 33 contains 70880 members 
Mstep: Class 34 contains 34902 members 
Mstep: Class 35 contains 40786 members 
Mstep: Class 36 contains 32206 members 
Mstep: Class 37 contains 39171 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45285 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421408.000000 Penalty: 141646.312500
Iteration 245Q: 42 clusters Score -1.964214e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44610 members 
Mstep: Class 3 contains 39847 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 37858 members 
Mstep: Class 7 contains 50059 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 9 contains 41739 members 
Mstep: Class 10 contains 41585 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12379 members 
Mstep: Class 14 contains 50111 members 
Mstep: Class 15 contains 36880 members 
Mstep: Class 16 contains 10068 members 
Mstep: Class 17 contains 40867 members 
Mstep: Class 18 contains 45085 members 
Mstep: Class 19 contains 46088 members 
Mstep: Class 20 contains 16153 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 37020 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 13666 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47519 members 
Mstep: Class 27 contains 46341 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40728 members 
Mstep: Class 32 contains 48772 members 
Mstep: Class 33 contains 70872 members 
Mstep: Class 34 contains 35317 members 
Mstep: Class 35 contains 40789 members 
Mstep: Class 36 contains 31995 members 
Mstep: Class 37 contains 39160 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45277 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421152.000000 Penalty: 141646.312500
Iteration 246Q: 42 clusters Score -1.964212e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44552 members 
Mstep: Class 3 contains 39825 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 37897 members 
Mstep: Class 7 contains 50061 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 41735 members 
Mstep: Class 10 contains 41558 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12380 members 
Mstep: Class 14 contains 50092 members 
Mstep: Class 15 contains 36931 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 40897 members 
Mstep: Class 18 contains 45068 members 
Mstep: Class 19 contains 46138 members 
Mstep: Class 20 contains 16155 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 37125 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 13669 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47558 members 
Mstep: Class 27 contains 46321 members 
Mstep: Class 28 contains 10457 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40705 members 
Mstep: Class 32 contains 48762 members 
Mstep: Class 33 contains 70869 members 
Mstep: Class 34 contains 35708 members 
Mstep: Class 35 contains 40778 members 
Mstep: Class 36 contains 31774 members 
Mstep: Class 37 contains 39156 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45275 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421024.000000 Penalty: 141646.312500
Iteration 247Q: 42 clusters Score -1.96421e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 44466 members 
Mstep: Class 3 contains 39797 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 37950 members 
Mstep: Class 7 contains 50055 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 41730 members 
Mstep: Class 10 contains 41519 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12379 members 
Mstep: Class 14 contains 50083 members 
Mstep: Class 15 contains 36970 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 40918 members 
Mstep: Class 18 contains 45055 members 
Mstep: Class 19 contains 46159 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 37221 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 13672 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47610 members 
Mstep: Class 27 contains 46297 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40704 members 
Mstep: Class 32 contains 48750 members 
Mstep: Class 33 contains 70873 members 
Mstep: Class 34 contains 36111 members 
Mstep: Class 35 contains 40770 members 
Mstep: Class 36 contains 31588 members 
Mstep: Class 37 contains 39149 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45268 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421216.000000 Penalty: 141646.312500
Iteration 248Q: 42 clusters Score -1.964212e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 44433 members 
Mstep: Class 3 contains 39790 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 38031 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 41726 members 
Mstep: Class 10 contains 41458 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12376 members 
Mstep: Class 14 contains 50082 members 
Mstep: Class 15 contains 36997 members 
Mstep: Class 16 contains 10062 members 
Mstep: Class 17 contains 40958 members 
Mstep: Class 18 contains 45049 members 
Mstep: Class 19 contains 46193 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 37268 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 13674 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47638 members 
Mstep: Class 27 contains 46289 members 
Mstep: Class 28 contains 10467 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40687 members 
Mstep: Class 32 contains 48741 members 
Mstep: Class 33 contains 70864 members 
Mstep: Class 34 contains 36533 members 
Mstep: Class 35 contains 40756 members 
Mstep: Class 36 contains 31382 members 
Mstep: Class 37 contains 39138 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45266 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421344.000000 Penalty: 141646.312500
Iteration 249Q: 42 clusters Score -1.964213e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 44396 members 
Mstep: Class 3 contains 39771 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 38129 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 13641 members 
Mstep: Class 9 contains 41727 members 
Mstep: Class 10 contains 41398 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12369 members 
Mstep: Class 14 contains 50089 members 
Mstep: Class 15 contains 37029 members 
Mstep: Class 16 contains 10058 members 
Mstep: Class 17 contains 41003 members 
Mstep: Class 18 contains 45047 members 
Mstep: Class 19 contains 46222 members 
Mstep: Class 20 contains 16155 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 37332 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47659 members 
Mstep: Class 27 contains 46273 members 
Mstep: Class 28 contains 10471 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40670 members 
Mstep: Class 32 contains 48731 members 
Mstep: Class 33 contains 70840 members 
Mstep: Class 34 contains 36939 members 
Mstep: Class 35 contains 40741 members 
Mstep: Class 36 contains 31183 members 
Mstep: Class 37 contains 39127 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45251 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421248.000000 Penalty: 141646.312500
Iteration 250Q: 42 clusters Score -1.964212e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 44359 members 
Mstep: Class 3 contains 39759 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 50050 members 
Mstep: Class 8 contains 13629 members 
Mstep: Class 9 contains 41723 members 
Mstep: Class 10 contains 41334 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12366 members 
Mstep: Class 14 contains 50109 members 
Mstep: Class 15 contains 37044 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 41047 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 46250 members 
Mstep: Class 20 contains 16152 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 37373 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13672 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47651 members 
Mstep: Class 27 contains 46253 members 
Mstep: Class 28 contains 10480 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40650 members 
Mstep: Class 32 contains 48731 members 
Mstep: Class 33 contains 70832 members 
Mstep: Class 34 contains 37347 members 
Mstep: Class 35 contains 40736 members 
Mstep: Class 36 contains 30990 members 
Mstep: Class 37 contains 39107 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45229 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421808.000000 Penalty: 141646.312500
Iteration 251Q: 42 clusters Score -1.964218e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 44333 members 
Mstep: Class 3 contains 39748 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 38342 members 
Mstep: Class 7 contains 50058 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 9 contains 41722 members 
Mstep: Class 10 contains 41262 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12361 members 
Mstep: Class 14 contains 50103 members 
Mstep: Class 15 contains 37053 members 
Mstep: Class 16 contains 10055 members 
Mstep: Class 17 contains 41108 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 46257 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 37445 members 
Mstep: Class 23 contains 8226 members 
Mstep: Class 24 contains 13671 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47647 members 
Mstep: Class 27 contains 46233 members 
Mstep: Class 28 contains 10483 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40636 members 
Mstep: Class 32 contains 48728 members 
Mstep: Class 33 contains 70830 members 
Mstep: Class 34 contains 37753 members 
Mstep: Class 35 contains 40733 members 
Mstep: Class 36 contains 30804 members 
Mstep: Class 37 contains 39092 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45207 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421456.000000 Penalty: 141646.312500
Iteration 252Q: 42 clusters Score -1.964215e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44286 members 
Mstep: Class 3 contains 39710 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 6 contains 38457 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 13623 members 
Mstep: Class 9 contains 41719 members 
Mstep: Class 10 contains 41208 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12355 members 
Mstep: Class 14 contains 50087 members 
Mstep: Class 15 contains 37056 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 41174 members 
Mstep: Class 18 contains 45055 members 
Mstep: Class 19 contains 46285 members 
Mstep: Class 20 contains 16142 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 37540 members 
Mstep: Class 23 contains 8228 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47640 members 
Mstep: Class 27 contains 46216 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40619 members 
Mstep: Class 32 contains 48728 members 
Mstep: Class 33 contains 70817 members 
Mstep: Class 34 contains 38150 members 
Mstep: Class 35 contains 40728 members 
Mstep: Class 36 contains 30603 members 
Mstep: Class 37 contains 39083 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45184 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421552.000000 Penalty: 141646.312500
Iteration 253Q: 42 clusters Score -1.964216e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44236 members 
Mstep: Class 3 contains 39684 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 38555 members 
Mstep: Class 7 contains 50042 members 
Mstep: Class 8 contains 13614 members 
Mstep: Class 9 contains 41718 members 
Mstep: Class 10 contains 41159 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12349 members 
Mstep: Class 14 contains 50093 members 
Mstep: Class 15 contains 37058 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 41265 members 
Mstep: Class 18 contains 45066 members 
Mstep: Class 19 contains 46317 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 37621 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 13668 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 47639 members 
Mstep: Class 27 contains 46193 members 
Mstep: Class 28 contains 10492 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40593 members 
Mstep: Class 32 contains 48719 members 
Mstep: Class 33 contains 70810 members 
Mstep: Class 34 contains 38532 members 
Mstep: Class 35 contains 40722 members 
Mstep: Class 36 contains 30398 members 
Mstep: Class 37 contains 39071 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45160 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422208.000000 Penalty: 141646.312500
Iteration 254Q: 42 clusters Score -1.964222e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 44217 members 
Mstep: Class 3 contains 39665 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 38651 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 13609 members 
Mstep: Class 9 contains 41716 members 
Mstep: Class 10 contains 41122 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12336 members 
Mstep: Class 14 contains 50092 members 
Mstep: Class 15 contains 37057 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 41357 members 
Mstep: Class 18 contains 45083 members 
Mstep: Class 19 contains 46343 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 37719 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 13668 members 
Mstep: Class 25 contains 1687 members 
Mstep: Class 26 contains 47607 members 
Mstep: Class 27 contains 46144 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 40565 members 
Mstep: Class 32 contains 48714 members 
Mstep: Class 33 contains 70800 members 
Mstep: Class 34 contains 38930 members 
Mstep: Class 35 contains 40711 members 
Mstep: Class 36 contains 30138 members 
Mstep: Class 37 contains 39054 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45146 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422224.000000 Penalty: 141646.312500
Iteration 255Q: 42 clusters Score -1.964222e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 39647 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 38718 members 
Mstep: Class 7 contains 50055 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 41711 members 
Mstep: Class 10 contains 41089 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 50094 members 
Mstep: Class 15 contains 37074 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 41440 members 
Mstep: Class 18 contains 45083 members 
Mstep: Class 19 contains 46349 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 37789 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1686 members 
Mstep: Class 26 contains 47585 members 
Mstep: Class 27 contains 46126 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40545 members 
Mstep: Class 32 contains 48707 members 
Mstep: Class 33 contains 70797 members 
Mstep: Class 34 contains 39281 members 
Mstep: Class 35 contains 40703 members 
Mstep: Class 36 contains 29851 members 
Mstep: Class 37 contains 39041 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45141 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421808.000000 Penalty: 141646.312500
Iteration 256Q: 42 clusters Score -1.964218e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 44284 members 
Mstep: Class 3 contains 39634 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 38759 members 
Mstep: Class 7 contains 50052 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 41710 members 
Mstep: Class 10 contains 41047 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12336 members 
Mstep: Class 14 contains 50081 members 
Mstep: Class 15 contains 37089 members 
Mstep: Class 16 contains 10051 members 
Mstep: Class 17 contains 41509 members 
Mstep: Class 18 contains 45072 members 
Mstep: Class 19 contains 46373 members 
Mstep: Class 20 contains 16148 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 37823 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13661 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47604 members 
Mstep: Class 27 contains 46097 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40543 members 
Mstep: Class 32 contains 48702 members 
Mstep: Class 33 contains 70801 members 
Mstep: Class 34 contains 39629 members 
Mstep: Class 35 contains 40709 members 
Mstep: Class 36 contains 29551 members 
Mstep: Class 37 contains 39037 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45129 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422064.000000 Penalty: 141646.312500
Iteration 257Q: 42 clusters Score -1.964221e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44293 members 
Mstep: Class 3 contains 39619 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 38823 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 13622 members 
Mstep: Class 9 contains 41705 members 
Mstep: Class 10 contains 41005 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 50077 members 
Mstep: Class 15 contains 37110 members 
Mstep: Class 16 contains 10047 members 
Mstep: Class 17 contains 41566 members 
Mstep: Class 18 contains 45063 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 37846 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13660 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47633 members 
Mstep: Class 27 contains 46079 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40544 members 
Mstep: Class 32 contains 48697 members 
Mstep: Class 33 contains 70816 members 
Mstep: Class 34 contains 39966 members 
Mstep: Class 35 contains 40722 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 39024 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45116 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422512.000000 Penalty: 141646.312500
Iteration 258Q: 42 clusters Score -1.964225e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44304 members 
Mstep: Class 3 contains 39600 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 38887 members 
Mstep: Class 7 contains 50056 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 41703 members 
Mstep: Class 10 contains 40995 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12336 members 
Mstep: Class 14 contains 50077 members 
Mstep: Class 15 contains 37122 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 41644 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 37848 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13663 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47655 members 
Mstep: Class 27 contains 46077 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40545 members 
Mstep: Class 32 contains 48683 members 
Mstep: Class 33 contains 70794 members 
Mstep: Class 34 contains 40290 members 
Mstep: Class 35 contains 40744 members 
Mstep: Class 36 contains 28998 members 
Mstep: Class 37 contains 39012 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45100 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422352.000000 Penalty: 141646.312500
Iteration 259Q: 42 clusters Score -1.964224e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 44313 members 
Mstep: Class 3 contains 39579 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 38970 members 
Mstep: Class 7 contains 50063 members 
Mstep: Class 8 contains 13631 members 
Mstep: Class 9 contains 41697 members 
Mstep: Class 10 contains 40977 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12332 members 
Mstep: Class 14 contains 50075 members 
Mstep: Class 15 contains 37141 members 
Mstep: Class 16 contains 10043 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 45047 members 
Mstep: Class 19 contains 46389 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 37877 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13664 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47656 members 
Mstep: Class 27 contains 46057 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40543 members 
Mstep: Class 32 contains 48674 members 
Mstep: Class 33 contains 70782 members 
Mstep: Class 34 contains 40638 members 
Mstep: Class 35 contains 40744 members 
Mstep: Class 36 contains 28709 members 
Mstep: Class 37 contains 39004 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45086 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422160.000000 Penalty: 141646.312500
Iteration 260F: 42 clusters Score -1.964222e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 44314 members 
Mstep: Class 3 contains 39555 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2716 members 
Mstep: Class 6 contains 39038 members 
Mstep: Class 7 contains 50067 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 41700 members 
Mstep: Class 10 contains 40942 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12329 members 
Mstep: Class 14 contains 50071 members 
Mstep: Class 15 contains 37160 members 
Mstep: Class 16 contains 10042 members 
Mstep: Class 17 contains 41743 members 
Mstep: Class 18 contains 45037 members 
Mstep: Class 19 contains 46372 members 
Mstep: Class 20 contains 16147 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 37897 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13665 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47677 members 
Mstep: Class 27 contains 46043 members 
Mstep: Class 28 contains 10489 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40543 members 
Mstep: Class 32 contains 48669 members 
Mstep: Class 33 contains 70771 members 
Mstep: Class 34 contains 41027 members 
Mstep: Class 35 contains 40742 members 
Mstep: Class 36 contains 28421 members 
Mstep: Class 37 contains 39000 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45080 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422048.000000 Penalty: 141646.312500
Iteration 261Q: 42 clusters Score -1.96422e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 44307 members 
Mstep: Class 3 contains 39544 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 39111 members 
Mstep: Class 7 contains 50069 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 41700 members 
Mstep: Class 10 contains 40898 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 50063 members 
Mstep: Class 15 contains 37172 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 41765 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 46354 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 37930 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 13665 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47668 members 
Mstep: Class 27 contains 46029 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40534 members 
Mstep: Class 32 contains 48665 members 
Mstep: Class 33 contains 70755 members 
Mstep: Class 34 contains 41393 members 
Mstep: Class 35 contains 40732 members 
Mstep: Class 36 contains 28160 members 
Mstep: Class 37 contains 38990 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45076 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422480.000000 Penalty: 141646.312500
Iteration 262Q: 42 clusters Score -1.964225e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 44331 members 
Mstep: Class 3 contains 39527 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 39189 members 
Mstep: Class 7 contains 50064 members 
Mstep: Class 8 contains 13643 members 
Mstep: Class 9 contains 41696 members 
Mstep: Class 10 contains 40867 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12327 members 
Mstep: Class 14 contains 50063 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 41787 members 
Mstep: Class 18 contains 45050 members 
Mstep: Class 19 contains 46355 members 
Mstep: Class 20 contains 16148 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 37980 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 13659 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47646 members 
Mstep: Class 27 contains 46008 members 
Mstep: Class 28 contains 10491 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40545 members 
Mstep: Class 32 contains 48661 members 
Mstep: Class 33 contains 70735 members 
Mstep: Class 34 contains 41734 members 
Mstep: Class 35 contains 40734 members 
Mstep: Class 36 contains 27849 members 
Mstep: Class 37 contains 38976 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45053 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422608.000000 Penalty: 141646.312500
Iteration 263Q: 42 clusters Score -1.964226e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 44340 members 
Mstep: Class 3 contains 39514 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 39246 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 13655 members 
Mstep: Class 9 contains 41696 members 
Mstep: Class 10 contains 40830 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12321 members 
Mstep: Class 14 contains 50067 members 
Mstep: Class 15 contains 37199 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 41797 members 
Mstep: Class 18 contains 45047 members 
Mstep: Class 19 contains 46356 members 
Mstep: Class 20 contains 16147 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 38025 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13658 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47649 members 
Mstep: Class 27 contains 45988 members 
Mstep: Class 28 contains 10491 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40564 members 
Mstep: Class 32 contains 48653 members 
Mstep: Class 33 contains 70720 members 
Mstep: Class 34 contains 42051 members 
Mstep: Class 35 contains 40729 members 
Mstep: Class 36 contains 27540 members 
Mstep: Class 37 contains 38966 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45039 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422480.000000 Penalty: 141646.312500
Iteration 264Q: 42 clusters Score -1.964225e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 44364 members 
Mstep: Class 3 contains 39508 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 39281 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 13653 members 
Mstep: Class 9 contains 41693 members 
Mstep: Class 10 contains 40801 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12324 members 
Mstep: Class 14 contains 50060 members 
Mstep: Class 15 contains 37225 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 41818 members 
Mstep: Class 18 contains 45031 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 38071 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47652 members 
Mstep: Class 27 contains 45989 members 
Mstep: Class 28 contains 10492 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40573 members 
Mstep: Class 32 contains 48647 members 
Mstep: Class 33 contains 70704 members 
Mstep: Class 34 contains 42390 members 
Mstep: Class 35 contains 40722 members 
Mstep: Class 36 contains 27195 members 
Mstep: Class 37 contains 38960 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 45013 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422688.000000 Penalty: 141646.312500
Iteration 265Q: 42 clusters Score -1.964227e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 44391 members 
Mstep: Class 3 contains 39508 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 39326 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 13652 members 
Mstep: Class 9 contains 41692 members 
Mstep: Class 10 contains 40778 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12323 members 
Mstep: Class 14 contains 50051 members 
Mstep: Class 15 contains 37250 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 41813 members 
Mstep: Class 18 contains 44994 members 
Mstep: Class 19 contains 46391 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 38137 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13652 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47638 members 
Mstep: Class 27 contains 45995 members 
Mstep: Class 28 contains 10491 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 40579 members 
Mstep: Class 32 contains 48640 members 
Mstep: Class 33 contains 70687 members 
Mstep: Class 34 contains 42711 members 
Mstep: Class 35 contains 40719 members 
Mstep: Class 36 contains 26876 members 
Mstep: Class 37 contains 38944 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44995 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422496.000000 Penalty: 141646.312500
Iteration 266Q: 42 clusters Score -1.964225e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 44422 members 
Mstep: Class 3 contains 39502 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 39369 members 
Mstep: Class 7 contains 50045 members 
Mstep: Class 8 contains 13647 members 
Mstep: Class 9 contains 41689 members 
Mstep: Class 10 contains 40763 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12315 members 
Mstep: Class 14 contains 50028 members 
Mstep: Class 15 contains 37273 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 41827 members 
Mstep: Class 18 contains 44951 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 38202 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47621 members 
Mstep: Class 27 contains 45994 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 40591 members 
Mstep: Class 32 contains 48635 members 
Mstep: Class 33 contains 70697 members 
Mstep: Class 34 contains 43036 members 
Mstep: Class 35 contains 40714 members 
Mstep: Class 36 contains 26546 members 
Mstep: Class 37 contains 38930 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44979 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422480.000000 Penalty: 141646.312500
Iteration 267Q: 42 clusters Score -1.964225e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 44435 members 
Mstep: Class 3 contains 39495 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 39395 members 
Mstep: Class 7 contains 50049 members 
Mstep: Class 8 contains 13639 members 
Mstep: Class 9 contains 41690 members 
Mstep: Class 10 contains 40733 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 50028 members 
Mstep: Class 15 contains 37281 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 41875 members 
Mstep: Class 18 contains 44928 members 
Mstep: Class 19 contains 46388 members 
Mstep: Class 20 contains 16140 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 38254 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 13661 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47619 members 
Mstep: Class 27 contains 45983 members 
Mstep: Class 28 contains 10496 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 40595 members 
Mstep: Class 32 contains 48625 members 
Mstep: Class 33 contains 70686 members 
Mstep: Class 34 contains 43332 members 
Mstep: Class 35 contains 40712 members 
Mstep: Class 36 contains 26222 members 
Mstep: Class 37 contains 38917 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44953 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422352.000000 Penalty: 141646.312500
Iteration 268Q: 42 clusters Score -1.964224e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44453 members 
Mstep: Class 3 contains 39491 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 39440 members 
Mstep: Class 7 contains 50041 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 41691 members 
Mstep: Class 10 contains 40706 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12311 members 
Mstep: Class 14 contains 50017 members 
Mstep: Class 15 contains 37307 members 
Mstep: Class 16 contains 10038 members 
Mstep: Class 17 contains 41862 members 
Mstep: Class 18 contains 44897 members 
Mstep: Class 19 contains 46389 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 38302 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 13661 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47607 members 
Mstep: Class 27 contains 45983 members 
Mstep: Class 28 contains 10494 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 40610 members 
Mstep: Class 32 contains 48617 members 
Mstep: Class 33 contains 70686 members 
Mstep: Class 34 contains 43610 members 
Mstep: Class 35 contains 40716 members 
Mstep: Class 36 contains 25890 members 
Mstep: Class 37 contains 38903 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44947 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422368.000000 Penalty: 141646.312500
Iteration 269Q: 42 clusters Score -1.964224e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 44466 members 
Mstep: Class 3 contains 39472 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 39474 members 
Mstep: Class 7 contains 50039 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 41690 members 
Mstep: Class 10 contains 40685 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 50018 members 
Mstep: Class 15 contains 37339 members 
Mstep: Class 16 contains 10035 members 
Mstep: Class 17 contains 41781 members 
Mstep: Class 18 contains 44861 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 38381 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 13665 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47574 members 
Mstep: Class 27 contains 45981 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40612 members 
Mstep: Class 32 contains 48609 members 
Mstep: Class 33 contains 70693 members 
Mstep: Class 34 contains 43888 members 
Mstep: Class 35 contains 40736 members 
Mstep: Class 36 contains 25585 members 
Mstep: Class 37 contains 38896 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44932 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422384.000000 Penalty: 141646.312500
Iteration 270Q: 42 clusters Score -1.964224e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44473 members 
Mstep: Class 3 contains 39446 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 39501 members 
Mstep: Class 7 contains 50040 members 
Mstep: Class 8 contains 13626 members 
Mstep: Class 9 contains 41689 members 
Mstep: Class 10 contains 40654 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 50018 members 
Mstep: Class 15 contains 37374 members 
Mstep: Class 16 contains 10034 members 
Mstep: Class 17 contains 41591 members 
Mstep: Class 18 contains 44823 members 
Mstep: Class 19 contains 46390 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 38470 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 13666 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47578 members 
Mstep: Class 27 contains 45973 members 
Mstep: Class 28 contains 10492 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40642 members 
Mstep: Class 32 contains 48596 members 
Mstep: Class 33 contains 70691 members 
Mstep: Class 34 contains 44168 members 
Mstep: Class 35 contains 40755 members 
Mstep: Class 36 contains 25277 members 
Mstep: Class 37 contains 38886 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44917 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422512.000000 Penalty: 141646.312500
Iteration 271Q: 42 clusters Score -1.964225e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44516 members 
Mstep: Class 3 contains 39431 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 39526 members 
Mstep: Class 7 contains 50044 members 
Mstep: Class 8 contains 13617 members 
Mstep: Class 9 contains 41685 members 
Mstep: Class 10 contains 40625 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12315 members 
Mstep: Class 14 contains 50010 members 
Mstep: Class 15 contains 37411 members 
Mstep: Class 16 contains 10029 members 
Mstep: Class 17 contains 41350 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 19 contains 46404 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 38546 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47567 members 
Mstep: Class 27 contains 45956 members 
Mstep: Class 28 contains 10485 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40650 members 
Mstep: Class 32 contains 48591 members 
Mstep: Class 33 contains 70687 members 
Mstep: Class 34 contains 44411 members 
Mstep: Class 35 contains 40773 members 
Mstep: Class 36 contains 24997 members 
Mstep: Class 37 contains 38873 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44902 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421904.000000 Penalty: 141646.312500
Iteration 272Q: 42 clusters Score -1.964219e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44556 members 
Mstep: Class 3 contains 39403 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 39536 members 
Mstep: Class 7 contains 50051 members 
Mstep: Class 8 contains 13608 members 
Mstep: Class 9 contains 41681 members 
Mstep: Class 10 contains 40606 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12317 members 
Mstep: Class 14 contains 50002 members 
Mstep: Class 15 contains 37455 members 
Mstep: Class 16 contains 10025 members 
Mstep: Class 17 contains 41119 members 
Mstep: Class 18 contains 44792 members 
Mstep: Class 19 contains 46410 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 38614 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47562 members 
Mstep: Class 27 contains 45932 members 
Mstep: Class 28 contains 10480 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40666 members 
Mstep: Class 32 contains 48585 members 
Mstep: Class 33 contains 70702 members 
Mstep: Class 34 contains 44605 members 
Mstep: Class 35 contains 40770 members 
Mstep: Class 36 contains 24706 members 
Mstep: Class 37 contains 38860 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44906 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421584.000000 Penalty: 141646.312500
Iteration 273Q: 42 clusters Score -1.964216e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 44579 members 
Mstep: Class 3 contains 39378 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 39550 members 
Mstep: Class 7 contains 50056 members 
Mstep: Class 8 contains 13604 members 
Mstep: Class 9 contains 41677 members 
Mstep: Class 10 contains 40597 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12316 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 37493 members 
Mstep: Class 16 contains 10024 members 
Mstep: Class 17 contains 40859 members 
Mstep: Class 18 contains 44759 members 
Mstep: Class 19 contains 46415 members 
Mstep: Class 20 contains 16142 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 38695 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 13675 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 47535 members 
Mstep: Class 27 contains 45933 members 
Mstep: Class 28 contains 10473 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40675 members 
Mstep: Class 32 contains 48574 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44775 members 
Mstep: Class 35 contains 40794 members 
Mstep: Class 36 contains 24423 members 
Mstep: Class 37 contains 38858 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44916 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421872.000000 Penalty: 141646.312500
Iteration 274Q: 42 clusters Score -1.964219e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 44616 members 
Mstep: Class 3 contains 39363 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 39557 members 
Mstep: Class 7 contains 50057 members 
Mstep: Class 8 contains 13599 members 
Mstep: Class 9 contains 41677 members 
Mstep: Class 10 contains 40581 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12311 members 
Mstep: Class 14 contains 49988 members 
Mstep: Class 15 contains 37531 members 
Mstep: Class 16 contains 10022 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 44727 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 38766 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 47515 members 
Mstep: Class 27 contains 45941 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40691 members 
Mstep: Class 32 contains 48556 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44894 members 
Mstep: Class 35 contains 40800 members 
Mstep: Class 36 contains 24174 members 
Mstep: Class 37 contains 38849 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44917 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421888.000000 Penalty: 141646.312500
Iteration 275Q: 42 clusters Score -1.964219e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44651 members 
Mstep: Class 3 contains 39348 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 39549 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 41673 members 
Mstep: Class 10 contains 40548 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12312 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 37570 members 
Mstep: Class 16 contains 10023 members 
Mstep: Class 17 contains 40395 members 
Mstep: Class 18 contains 44714 members 
Mstep: Class 19 contains 46377 members 
Mstep: Class 20 contains 16137 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 13665 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 47499 members 
Mstep: Class 27 contains 45929 members 
Mstep: Class 28 contains 10480 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40719 members 
Mstep: Class 32 contains 48546 members 
Mstep: Class 33 contains 70711 members 
Mstep: Class 34 contains 44935 members 
Mstep: Class 35 contains 40816 members 
Mstep: Class 36 contains 23922 members 
Mstep: Class 37 contains 38841 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44913 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421504.000000 Penalty: 141646.312500
Iteration 276Q: 42 clusters Score -1.964215e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 44680 members 
Mstep: Class 3 contains 39327 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 39547 members 
Mstep: Class 7 contains 50054 members 
Mstep: Class 8 contains 13606 members 
Mstep: Class 9 contains 41673 members 
Mstep: Class 10 contains 40495 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 49987 members 
Mstep: Class 15 contains 37627 members 
Mstep: Class 16 contains 10024 members 
Mstep: Class 17 contains 40129 members 
Mstep: Class 18 contains 44709 members 
Mstep: Class 19 contains 46369 members 
Mstep: Class 20 contains 16137 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 38895 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13665 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 47495 members 
Mstep: Class 27 contains 45920 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40754 members 
Mstep: Class 32 contains 48540 members 
Mstep: Class 33 contains 70728 members 
Mstep: Class 34 contains 44937 members 
Mstep: Class 35 contains 40828 members 
Mstep: Class 36 contains 23657 members 
Mstep: Class 37 contains 38830 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44907 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421648.000000 Penalty: 141646.312500
Iteration 277Q: 42 clusters Score -1.964216e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44707 members 
Mstep: Class 3 contains 39317 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39545 members 
Mstep: Class 7 contains 50047 members 
Mstep: Class 8 contains 13618 members 
Mstep: Class 9 contains 41670 members 
Mstep: Class 10 contains 40460 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12312 members 
Mstep: Class 14 contains 49984 members 
Mstep: Class 15 contains 37714 members 
Mstep: Class 16 contains 10024 members 
Mstep: Class 17 contains 39880 members 
Mstep: Class 18 contains 44707 members 
Mstep: Class 19 contains 46320 members 
Mstep: Class 20 contains 16131 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 38980 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 47459 members 
Mstep: Class 27 contains 45899 members 
Mstep: Class 28 contains 10471 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40795 members 
Mstep: Class 32 contains 48535 members 
Mstep: Class 33 contains 70738 members 
Mstep: Class 34 contains 44906 members 
Mstep: Class 35 contains 40840 members 
Mstep: Class 36 contains 23442 members 
Mstep: Class 37 contains 38830 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44895 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422128.000000 Penalty: 141646.312500
Iteration 278Q: 42 clusters Score -1.964221e+08 nChanged 2502
Entering ConstructFrom: 
Score: -196422128.000000 Penalty: 141646.312500
Entering ConstructFrom: 
Trying to split cluster 1 (16562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Entering Unmasked Estep 
Score: -2914915.500000 Penalty: 2409.286865
	Iteration 0F: 2 clusters Score -2914916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2903025.250000 Penalty: 4818.573730
	Iteration 0F: 3 clusters Score -2903025 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2907080.500000 Penalty: 4818.573730
	Iteration 1F: 3 clusters Score -2907080 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2907581.500000 Penalty: 4818.573730
	Iteration 2F: 3 clusters Score -2907582 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2908094.750000 Penalty: 4818.573730
	Iteration 3F: 3 clusters Score -2908095 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2908666.250000 Penalty: 4818.573730
	Iteration 4F: 3 clusters Score -2908666 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2909296.750000 Penalty: 4818.573730
	Iteration 5F: 3 clusters Score -2909297 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2909875.500000 Penalty: 4818.573730
	Iteration 6F: 3 clusters Score -2909876 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2910468.750000 Penalty: 4818.573730
	Iteration 7F: 3 clusters Score -2910469 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2910937.000000 Penalty: 4818.573730
	Iteration 8Q: 3 clusters Score -2910937 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2911360.750000 Penalty: 4818.573730
	Iteration 9Q: 3 clusters Score -2911361 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2911708.500000 Penalty: 4818.573730
	Iteration 10Q: 3 clusters Score -2911708 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2911947.000000 Penalty: 4818.573730
	Iteration 11Q: 3 clusters Score -2911947 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2912164.500000 Penalty: 4818.573730
	Iteration 12Q: 3 clusters Score -2912164 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2912344.500000 Penalty: 4818.573730
	Iteration 13Q: 3 clusters Score -2912344 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2912484.500000 Penalty: 4818.573730
	Iteration 14Q: 3 clusters Score -2912484 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2912596.750000 Penalty: 4818.573730
	Iteration 15Q: 3 clusters Score -2912597 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2912709.500000 Penalty: 4818.573730
	Iteration 16Q: 3 clusters Score -2912710 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2912780.750000 Penalty: 4818.573730
	Iteration 17Q: 3 clusters Score -2912781 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2912852.750000 Penalty: 4818.573730
	Iteration 18Q: 3 clusters Score -2912853 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2912913.250000 Penalty: 4818.573730
	Iteration 19Q: 3 clusters Score -2912913 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2912966.000000 Penalty: 4818.573730
	Iteration 20F: 3 clusters Score -2912966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2913011.000000 Penalty: 4818.573730
	Iteration 21Q: 3 clusters Score -2913011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2913037.750000 Penalty: 4818.573730
	Iteration 22Q: 3 clusters Score -2913038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2913079.000000 Penalty: 4818.573730
	Iteration 23Q: 3 clusters Score -2913079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2913112.250000 Penalty: 4818.573730
	Iteration 24Q: 3 clusters Score -2913112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2913131.250000 Penalty: 4818.573730
	Iteration 25Q: 3 clusters Score -2913131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2913149.250000 Penalty: 4818.573730
	Iteration 26Q: 3 clusters Score -2913149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2913157.250000 Penalty: 4818.573730
	Iteration 27Q: 3 clusters Score -2913157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2913182.750000 Penalty: 4818.573730
	Iteration 28Q: 3 clusters Score -2913183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2913198.000000 Penalty: 4818.573730
	Iteration 29Q: 3 clusters Score -2913198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2913213.000000 Penalty: 4818.573730
	Iteration 30Q: 3 clusters Score -2913213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2913229.500000 Penalty: 4818.573730
	Iteration 31Q: 3 clusters Score -2913230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2913254.000000 Penalty: 4818.573730
	Iteration 32Q: 3 clusters Score -2913254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2913271.000000 Penalty: 4818.573730
	Iteration 33Q: 3 clusters Score -2913271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2913291.000000 Penalty: 4818.573730
	Iteration 34Q: 3 clusters Score -2913291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2913315.500000 Penalty: 4818.573730
	Iteration 35Q: 3 clusters Score -2913316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2913346.250000 Penalty: 4818.573730
	Iteration 36Q: 3 clusters Score -2913346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2913360.750000 Penalty: 4818.573730
	Iteration 37Q: 3 clusters Score -2913361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2913370.500000 Penalty: 4818.573730
	Iteration 38Q: 3 clusters Score -2913370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2913373.750000 Penalty: 4818.573730
	Iteration 39Q: 3 clusters Score -2913374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2913374.250000 Penalty: 4818.573730
	Iteration 40F: 3 clusters Score -2913374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2913377.750000 Penalty: 4818.573730
	Iteration 41Q: 3 clusters Score -2913378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2913379.750000 Penalty: 4818.573730
	Iteration 42Q: 3 clusters Score -2913380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2913390.000000 Penalty: 4818.573730
	Iteration 43Q: 3 clusters Score -2913390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2913400.000000 Penalty: 4818.573730
	Iteration 44Q: 3 clusters Score -2913400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2913417.500000 Penalty: 4818.573730
	Iteration 45Q: 3 clusters Score -2913418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2913428.500000 Penalty: 4818.573730
	Iteration 46Q: 3 clusters Score -2913428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2913446.500000 Penalty: 4818.573730
	Iteration 47Q: 3 clusters Score -2913446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2913461.750000 Penalty: 4818.573730
	Iteration 48Q: 3 clusters Score -2913462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2913476.250000 Penalty: 4818.573730
	Iteration 49Q: 3 clusters Score -2913476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2913482.500000 Penalty: 4818.573730
	Iteration 50Q: 3 clusters Score -2913482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2913484.250000 Penalty: 4818.573730
	Iteration 51Q: 3 clusters Score -2913484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2913485.750000 Penalty: 4818.573730
	Iteration 52Q: 3 clusters Score -2913486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2913487.750000 Penalty: 4818.573730
	Iteration 53Q: 3 clusters Score -2913488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2913492.750000 Penalty: 4818.573730
	Iteration 54Q: 3 clusters Score -2913493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2913499.250000 Penalty: 4818.573730
	Iteration 55Q: 3 clusters Score -2913499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2913499.500000 Penalty: 4818.573730
	Iteration 56Q: 3 clusters Score -2913500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2913505.500000 Penalty: 4818.573730
	Iteration 57Q: 3 clusters Score -2913506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2913511.250000 Penalty: 4818.573730
	Iteration 58Q: 3 clusters Score -2913511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2913514.750000 Penalty: 4818.573730
	Iteration 59Q: 3 clusters Score -2913515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2913516.750000 Penalty: 4818.573730
	Iteration 60F: 3 clusters Score -2913517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2913518.250000 Penalty: 4818.573730
	Iteration 61Q: 3 clusters Score -2913518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2913518.250000 Penalty: 4818.573730
	Iteration 62F: 3 clusters Score -2913518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Entering Unmasked Estep 
Score: -8096997.000000 Penalty: 2655.705322
	Iteration 0F: 2 clusters Score -8096997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -8067662.500000 Penalty: 5311.410645
	Iteration 0F: 3 clusters Score -8067662 nChanged 20518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -8078829.500000 Penalty: 5311.410645
	Iteration 1F: 3 clusters Score -8078830 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -8079327.500000 Penalty: 5311.410645
	Iteration 2Q: 3 clusters Score -8079328 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8079834.500000 Penalty: 5311.410645
	Iteration 3Q: 3 clusters Score -8079834 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -8080347.000000 Penalty: 5311.410645
	Iteration 4Q: 3 clusters Score -8080347 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -8081001.500000 Penalty: 5311.410645
	Iteration 5Q: 3 clusters Score -8081002 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -8081983.500000 Penalty: 5311.410645
	Iteration 6Q: 3 clusters Score -8081984 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -8083547.500000 Penalty: 5311.410645
	Iteration 7F: 3 clusters Score -8083548 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -8085759.000000 Penalty: 5311.410645
	Iteration 8F: 3 clusters Score -8085759 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -8088526.000000 Penalty: 5311.410645
	Iteration 9F: 3 clusters Score -8088526 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8091212.000000 Penalty: 5311.410645
	Iteration 10F: 3 clusters Score -8091212 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8093113.500000 Penalty: 5311.410645
	Iteration 11Q: 3 clusters Score -8093114 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8093973.500000 Penalty: 5311.410645
	Iteration 12Q: 3 clusters Score -8093974 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8094370.000000 Penalty: 5311.410645
	Iteration 13Q: 3 clusters Score -8094370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8094535.000000 Penalty: 5311.410645
	Iteration 14Q: 3 clusters Score -8094535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8094614.000000 Penalty: 5311.410645
	Iteration 15Q: 3 clusters Score -8094614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -8094644.000000 Penalty: 5311.410645
	Iteration 16Q: 3 clusters Score -8094644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -8094665.500000 Penalty: 5311.410645
	Iteration 17Q: 3 clusters Score -8094666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8094674.000000 Penalty: 5311.410645
	Iteration 18Q: 3 clusters Score -8094674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8094687.500000 Penalty: 5311.410645
	Iteration 19Q: 3 clusters Score -8094688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8094691.000000 Penalty: 5311.410645
	Iteration 20F: 3 clusters Score -8094691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8094705.000000 Penalty: 5311.410645
	Iteration 21Q: 3 clusters Score -8094705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8094708.000000 Penalty: 5311.410645
	Iteration 22Q: 3 clusters Score -8094708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8094713.000000 Penalty: 5311.410645
	Iteration 23Q: 3 clusters Score -8094713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8094722.500000 Penalty: 5311.410645
	Iteration 24Q: 3 clusters Score -8094722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8094732.000000 Penalty: 5311.410645
	Iteration 25Q: 3 clusters Score -8094732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8094731.000000 Penalty: 5311.410645
	Iteration 26Q: 3 clusters Score -8094731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8094729.500000 Penalty: 5311.410645
	Iteration 27Q: 3 clusters Score -8094730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8094739.500000 Penalty: 5311.410645
	Iteration 28Q: 3 clusters Score -8094740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8094739.500000 Penalty: 5311.410645
	Iteration 29F: 3 clusters Score -8094740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Entering Unmasked Estep 
Score: -7007672.500000 Penalty: 2623.631104
	Iteration 0F: 2 clusters Score -7007672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -6981182.000000 Penalty: 5247.262207
	Iteration 0F: 3 clusters Score -6981182 nChanged 17985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6991289.500000 Penalty: 5247.262207
	Iteration 1F: 3 clusters Score -6991290 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -6992209.500000 Penalty: 5247.262207
	Iteration 2F: 3 clusters Score -6992210 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -6993227.000000 Penalty: 5247.262207
	Iteration 3F: 3 clusters Score -6993227 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -6994398.500000 Penalty: 5247.262207
	Iteration 4F: 3 clusters Score -6994398 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -6995603.500000 Penalty: 5247.262207
	Iteration 5F: 3 clusters Score -6995604 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6996874.000000 Penalty: 5247.262207
	Iteration 6F: 3 clusters Score -6996874 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -6998122.500000 Penalty: 5247.262207
	Iteration 7F: 3 clusters Score -6998122 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -6999390.500000 Penalty: 5247.262207
	Iteration 8Q: 3 clusters Score -6999390 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -7000450.000000 Penalty: 5247.262207
	Iteration 9Q: 3 clusters Score -7000450 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -7001197.500000 Penalty: 5247.262207
	Iteration 10Q: 3 clusters Score -7001198 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -7001716.500000 Penalty: 5247.262207
	Iteration 11Q: 3 clusters Score -7001716 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -7002081.500000 Penalty: 5247.262207
	Iteration 12Q: 3 clusters Score -7002082 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -7002364.000000 Penalty: 5247.262207
	Iteration 13Q: 3 clusters Score -7002364 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -7002572.500000 Penalty: 5247.262207
	Iteration 14Q: 3 clusters Score -7002572 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -7002752.500000 Penalty: 5247.262207
	Iteration 15Q: 3 clusters Score -7002752 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -7002943.500000 Penalty: 5247.262207
	Iteration 16Q: 3 clusters Score -7002944 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -7003120.000000 Penalty: 5247.262207
	Iteration 17Q: 3 clusters Score -7003120 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -7003263.500000 Penalty: 5247.262207
	Iteration 18Q: 3 clusters Score -7003264 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -7003466.000000 Penalty: 5247.262207
	Iteration 19Q: 3 clusters Score -7003466 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -7003682.000000 Penalty: 5247.262207
	Iteration 20F: 3 clusters Score -7003682 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -7003846.000000 Penalty: 5247.262207
	Iteration 21Q: 3 clusters Score -7003846 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -7004016.000000 Penalty: 5247.262207
	Iteration 22Q: 3 clusters Score -7004016 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -7004209.000000 Penalty: 5247.262207
	Iteration 23Q: 3 clusters Score -7004209 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -7004422.000000 Penalty: 5247.262207
	Iteration 24Q: 3 clusters Score -7004422 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -7004607.000000 Penalty: 5247.262207
	Iteration 25Q: 3 clusters Score -7004607 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -7004768.000000 Penalty: 5247.262207
	Iteration 26Q: 3 clusters Score -7004768 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -7004941.500000 Penalty: 5247.262207
	Iteration 27Q: 3 clusters Score -7004942 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -7005045.500000 Penalty: 5247.262207
	Iteration 28Q: 3 clusters Score -7005046 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -7005106.500000 Penalty: 5247.262207
	Iteration 29Q: 3 clusters Score -7005106 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -7005189.500000 Penalty: 5247.262207
	Iteration 30Q: 3 clusters Score -7005190 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -7005256.500000 Penalty: 5247.262207
	Iteration 31Q: 3 clusters Score -7005256 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -7005320.500000 Penalty: 5247.262207
	Iteration 32Q: 3 clusters Score -7005320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -7005365.500000 Penalty: 5247.262207
	Iteration 33Q: 3 clusters Score -7005366 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -7005412.000000 Penalty: 5247.262207
	Iteration 34Q: 3 clusters Score -7005412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7005467.000000 Penalty: 5247.262207
	Iteration 35Q: 3 clusters Score -7005467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -7005522.000000 Penalty: 5247.262207
	Iteration 36Q: 3 clusters Score -7005522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -7005569.000000 Penalty: 5247.262207
	Iteration 37Q: 3 clusters Score -7005569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7005577.500000 Penalty: 5247.262207
	Iteration 38Q: 3 clusters Score -7005578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -7005609.000000 Penalty: 5247.262207
	Iteration 39Q: 3 clusters Score -7005609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -7005619.000000 Penalty: 5247.262207
	Iteration 40F: 3 clusters Score -7005619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7005621.500000 Penalty: 5247.262207
	Iteration 41Q: 3 clusters Score -7005622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7005642.000000 Penalty: 5247.262207
	Iteration 42Q: 3 clusters Score -7005642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7005641.500000 Penalty: 5247.262207
	Iteration 43Q: 3 clusters Score -7005642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -7005644.000000 Penalty: 5247.262207
	Iteration 44Q: 3 clusters Score -7005644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7005653.000000 Penalty: 5247.262207
	Iteration 45Q: 3 clusters Score -7005653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7005660.000000 Penalty: 5247.262207
	Iteration 46Q: 3 clusters Score -7005660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -7005667.500000 Penalty: 5247.262207
	Iteration 47Q: 3 clusters Score -7005668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7005681.500000 Penalty: 5247.262207
	Iteration 48Q: 3 clusters Score -7005682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -7005687.000000 Penalty: 5247.262207
	Iteration 49Q: 3 clusters Score -7005687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -7005691.000000 Penalty: 5247.262207
	Iteration 50Q: 3 clusters Score -7005691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7005686.000000 Penalty: 5247.262207
	Iteration 51Q: 3 clusters Score -7005686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -7005693.500000 Penalty: 5247.262207
	Iteration 52Q: 3 clusters Score -7005694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -7005689.500000 Penalty: 5247.262207
	Iteration 53Q: 3 clusters Score -7005690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7005693.000000 Penalty: 5247.262207
	Iteration 54Q: 3 clusters Score -7005693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7005695.500000 Penalty: 5247.262207
	Iteration 55Q: 3 clusters Score -7005696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -7005699.500000 Penalty: 5247.262207
	Iteration 56Q: 3 clusters Score -7005700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7005694.000000 Penalty: 5247.262207
	Iteration 57Q: 3 clusters Score -7005694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -7005698.500000 Penalty: 5247.262207
	Iteration 58Q: 3 clusters Score -7005698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -7005699.500000 Penalty: 5247.262207
	Iteration 59Q: 3 clusters Score -7005700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -7005697.000000 Penalty: 5247.262207
	Iteration 60F: 3 clusters Score -7005697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -7005703.500000 Penalty: 5247.262207
	Iteration 61Q: 3 clusters Score -7005704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -7005708.000000 Penalty: 5247.262207
	Iteration 62Q: 3 clusters Score -7005708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -7005712.500000 Penalty: 5247.262207
	Iteration 63Q: 3 clusters Score -7005712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -7005716.000000 Penalty: 5247.262207
	Iteration 64Q: 3 clusters Score -7005716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7005715.000000 Penalty: 5247.262207
	Iteration 65Q: 3 clusters Score -7005715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7005720.000000 Penalty: 5247.262207
	Iteration 66Q: 3 clusters Score -7005720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -7005717.000000 Penalty: 5247.262207
	Iteration 67Q: 3 clusters Score -7005717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -7005719.000000 Penalty: 5247.262207
	Iteration 68Q: 3 clusters Score -7005719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -7005721.500000 Penalty: 5247.262207
	Iteration 69Q: 3 clusters Score -7005722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7005721.500000 Penalty: 5247.262207
	Iteration 70Q: 3 clusters Score -7005722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -7005723.000000 Penalty: 5247.262207
	Iteration 71Q: 3 clusters Score -7005723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -7005720.500000 Penalty: 5247.262207
	Iteration 72Q: 3 clusters Score -7005720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -7005714.000000 Penalty: 5247.262207
	Iteration 73Q: 3 clusters Score -7005714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -7005721.500000 Penalty: 5247.262207
	Iteration 74Q: 3 clusters Score -7005722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7005722.500000 Penalty: 5247.262207
	Iteration 75Q: 3 clusters Score -7005722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7005721.500000 Penalty: 5247.262207
	Iteration 76Q: 3 clusters Score -7005722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7005719.500000 Penalty: 5247.262207
	Iteration 77Q: 3 clusters Score -7005720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7005719.500000 Penalty: 5247.262207
	Iteration 78F: 3 clusters Score -7005720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -759268.000000 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -759268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -755090.375000 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -755090.4 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -756129.312500 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -756129.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -756437.812500 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -756437.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -756653.250000 Penalty: 4168.174316
	Iteration 3F: 3 clusters Score -756653.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -756898.937500 Penalty: 4168.174316
	Iteration 4F: 3 clusters Score -756898.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -757171.000000 Penalty: 4168.174316
	Iteration 5F: 3 clusters Score -757171 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -757435.687500 Penalty: 4168.174316
	Iteration 6F: 3 clusters Score -757435.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -757687.375000 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -757687.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -757922.687500 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -757922.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -758099.500000 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -758099.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -758237.125000 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -758237.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -758312.687500 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -758312.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -758369.125000 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -758369.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -758411.437500 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -758411.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -758434.687500 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -758434.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -758451.750000 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -758451.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -758468.125000 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -758468.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -758484.500000 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -758484.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -758497.625000 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -758497.6 nChanged 28
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: -758510.937500 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -758510.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -758518.875000 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -758518.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -758525.187500 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -758525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -758524.437500 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -758524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -758524.937500 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -758524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -758525.125000 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -758525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -758526.000000 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -758526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -758525.187500 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -758525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -758526.437500 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -758526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -758527.187500 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -758527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -758527.187500 Penalty: 4168.174316
	Iteration 29F: 3 clusters Score -758527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -450111.468750 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -450111.5 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 1393 members 
Entering Unmasked Estep 
Score: -447039.250000 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -447039.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -447723.937500 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -447723.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -447934.781250 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -447934.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -448099.281250 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -448099.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -448239.281250 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -448239.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -448383.625000 Penalty: 3919.083008
	Iteration 5F: 3 clusters Score -448383.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -448505.875000 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -448505.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -448597.218750 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -448597.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -448681.250000 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -448681.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -448742.781250 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -448742.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -448787.468750 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -448787.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -448823.906250 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -448823.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -448847.906250 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -448847.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -448866.406250 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -448866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -448889.781250 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -448889.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -448910.531250 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -448910.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -448920.218750 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -448920.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -448932.593750 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -448932.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448942.000000 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -448942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -448952.500000 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -448952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -448961.031250 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -448961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -448969.312500 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -448969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -448971.500000 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -448971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -448972.500000 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -448972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -448973.406250 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -448973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -448973.406250 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -448973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -448973.406250 Penalty: 3919.083008
	Iteration 26F: 3 clusters Score -448973.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Entering Unmasked Estep 
Score: -7098213.000000 Penalty: 2625.040527
	Iteration 0F: 2 clusters Score -7098213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -7071731.000000 Penalty: 5250.081055
	Iteration 0F: 3 clusters Score -7071731 nChanged 18081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -7081405.000000 Penalty: 5250.081055
	Iteration 1F: 3 clusters Score -7081405 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -7081973.000000 Penalty: 5250.081055
	Iteration 2Q: 3 clusters Score -7081973 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -7082695.000000 Penalty: 5250.081055
	Iteration 3Q: 3 clusters Score -7082695 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -7083718.500000 Penalty: 5250.081055
	Iteration 4Q: 3 clusters Score -7083718 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -7085025.000000 Penalty: 5250.081055
	Iteration 5Q: 3 clusters Score -7085025 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -7086466.500000 Penalty: 5250.081055
	Iteration 6F: 3 clusters Score -7086466 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -7088319.500000 Penalty: 5250.081055
	Iteration 7F: 3 clusters Score -7088320 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7090657.000000 Penalty: 5250.081055
	Iteration 8F: 3 clusters Score -7090657 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -7093146.000000 Penalty: 5250.081055
	Iteration 9F: 3 clusters Score -7093146 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -7094781.000000 Penalty: 5250.081055
	Iteration 10F: 3 clusters Score -7094781 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -7095564.500000 Penalty: 5250.081055
	Iteration 11Q: 3 clusters Score -7095564 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -7096037.500000 Penalty: 5250.081055
	Iteration 12Q: 3 clusters Score -7096038 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -7096373.500000 Penalty: 5250.081055
	Iteration 13Q: 3 clusters Score -7096374 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -7096592.500000 Penalty: 5250.081055
	Iteration 14Q: 3 clusters Score -7096592 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -7096730.500000 Penalty: 5250.081055
	Iteration 15Q: 3 clusters Score -7096730 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -7096819.000000 Penalty: 5250.081055
	Iteration 16Q: 3 clusters Score -7096819 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -7096838.000000 Penalty: 5250.081055
	Iteration 17Q: 3 clusters Score -7096838 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -7096875.500000 Penalty: 5250.081055
	Iteration 18Q: 3 clusters Score -7096876 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -7096939.000000 Penalty: 5250.081055
	Iteration 19Q: 3 clusters Score -7096939 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -7096946.000000 Penalty: 5250.081055
	Iteration 20F: 3 clusters Score -7096946 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -7096978.500000 Penalty: 5250.081055
	Iteration 21Q: 3 clusters Score -7096978 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -7097007.500000 Penalty: 5250.081055
	Iteration 22Q: 3 clusters Score -7097008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -7097022.000000 Penalty: 5250.081055
	Iteration 23Q: 3 clusters Score -7097022 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -7097030.000000 Penalty: 5250.081055
	Iteration 24Q: 3 clusters Score -7097030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -7097030.500000 Penalty: 5250.081055
	Iteration 25Q: 3 clusters Score -7097030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -7097035.000000 Penalty: 5250.081055
	Iteration 26Q: 3 clusters Score -7097035 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -7097045.000000 Penalty: 5250.081055
	Iteration 27Q: 3 clusters Score -7097045 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -7097040.000000 Penalty: 5250.081055
	Iteration 28Q: 3 clusters Score -7097040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -7097055.500000 Penalty: 5250.081055
	Iteration 29Q: 3 clusters Score -7097056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -7097060.000000 Penalty: 5250.081055
	Iteration 30Q: 3 clusters Score -7097060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -7097069.500000 Penalty: 5250.081055
	Iteration 31Q: 3 clusters Score -7097070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -7097097.500000 Penalty: 5250.081055
	Iteration 32Q: 3 clusters Score -7097098 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -7097117.500000 Penalty: 5250.081055
	Iteration 33Q: 3 clusters Score -7097118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -7097125.000000 Penalty: 5250.081055
	Iteration 34Q: 3 clusters Score -7097125 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -7097144.000000 Penalty: 5250.081055
	Iteration 35Q: 3 clusters Score -7097144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -7097134.500000 Penalty: 5250.081055
	Iteration 36Q: 3 clusters Score -7097134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -7097142.000000 Penalty: 5250.081055
	Iteration 37Q: 3 clusters Score -7097142 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -7097145.500000 Penalty: 5250.081055
	Iteration 38Q: 3 clusters Score -7097146 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -7097163.000000 Penalty: 5250.081055
	Iteration 39Q: 3 clusters Score -7097163 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -7097192.000000 Penalty: 5250.081055
	Iteration 40F: 3 clusters Score -7097192 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -7097211.500000 Penalty: 5250.081055
	Iteration 41Q: 3 clusters Score -7097212 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7097221.500000 Penalty: 5250.081055
	Iteration 42Q: 3 clusters Score -7097222 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -7097247.500000 Penalty: 5250.081055
	Iteration 43Q: 3 clusters Score -7097248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -7097260.000000 Penalty: 5250.081055
	Iteration 44Q: 3 clusters Score -7097260 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -7097292.500000 Penalty: 5250.081055
	Iteration 45Q: 3 clusters Score -7097292 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -7097300.000000 Penalty: 5250.081055
	Iteration 46Q: 3 clusters Score -7097300 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -7097315.000000 Penalty: 5250.081055
	Iteration 47Q: 3 clusters Score -7097315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -7097334.000000 Penalty: 5250.081055
	Iteration 48Q: 3 clusters Score -7097334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -7097343.500000 Penalty: 5250.081055
	Iteration 49Q: 3 clusters Score -7097344 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -7097360.000000 Penalty: 5250.081055
	Iteration 50Q: 3 clusters Score -7097360 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7097359.000000 Penalty: 5250.081055
	Iteration 51Q: 3 clusters Score -7097359 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -7097380.000000 Penalty: 5250.081055
	Iteration 52Q: 3 clusters Score -7097380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -7097378.000000 Penalty: 5250.081055
	Iteration 53Q: 3 clusters Score -7097378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -7097374.500000 Penalty: 5250.081055
	Iteration 54Q: 3 clusters Score -7097374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -7097394.000000 Penalty: 5250.081055
	Iteration 55Q: 3 clusters Score -7097394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -7097394.000000 Penalty: 5250.081055
	Iteration 56Q: 3 clusters Score -7097394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -7097405.500000 Penalty: 5250.081055
	Iteration 57Q: 3 clusters Score -7097406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -7097390.500000 Penalty: 5250.081055
	Iteration 58Q: 3 clusters Score -7097390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -7097412.000000 Penalty: 5250.081055
	Iteration 59Q: 3 clusters Score -7097412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -7097419.500000 Penalty: 5250.081055
	Iteration 60F: 3 clusters Score -7097420 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -7097404.000000 Penalty: 5250.081055
	Iteration 61Q: 3 clusters Score -7097404 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -7097426.500000 Penalty: 5250.081055
	Iteration 62Q: 3 clusters Score -7097426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7097439.000000 Penalty: 5250.081055
	Iteration 63Q: 3 clusters Score -7097439 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -7097439.000000 Penalty: 5250.081055
	Iteration 64Q: 3 clusters Score -7097439 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -7097447.500000 Penalty: 5250.081055
	Iteration 65Q: 3 clusters Score -7097448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -7097465.000000 Penalty: 5250.081055
	Iteration 66Q: 3 clusters Score -7097465 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -7097477.500000 Penalty: 5250.081055
	Iteration 67Q: 3 clusters Score -7097478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7097484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7097486 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7097472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7097480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7097478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7097458 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7097458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7097457 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -7097471.500000 Penalty: 5250.081055
	Iteration 76Q: 3 clusters Score -7097472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7097490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7097483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7097489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -7097475.500000 Penalty: 5250.081055
	Iteration 80F: 3 clusters Score -7097476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7097465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7097468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7097469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7097439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7097438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7097450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -7097446.000000 Penalty: 5250.081055
	Iteration 87Q: 3 clusters Score -7097446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7097444 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7097446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7097447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -7097455.500000 Penalty: 5250.081055
	Iteration 91Q: 3 clusters Score -7097456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7097461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7097470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7097458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7097476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7097475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7097482 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7097482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7097479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7097490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7097486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7097472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7097466 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7097470 nChanged 32
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Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7097467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7097476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7097466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7097468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7097456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7097464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7097456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7097444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7097447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7097457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7097440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7097445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7097440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7097438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7097445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -7097429.500000 Penalty: 5250.081055
	Iteration 120F: 3 clusters Score -7097430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -7097427.500000 Penalty: 5250.081055
	Iteration 121Q: 3 clusters Score -7097428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7097424 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7097408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -7097412.500000 Penalty: 5250.081055
	Iteration 124Q: 3 clusters Score -7097412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -7097406.000000 Penalty: 5250.081055
	Iteration 125Q: 3 clusters Score -7097406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7097415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7097414 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7097417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7097422 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7097428 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7097425 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -7097421.000000 Penalty: 5250.081055
	Iteration 132Q: 3 clusters Score -7097421 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7097414 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7097416.000000 Penalty: 5250.081055
	Iteration 134Q: 3 clusters Score -7097416 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35081 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7097412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7097419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7097420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7097419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7097408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7097418.000000 Penalty: 5250.081055
	Iteration 140F: 3 clusters Score -7097418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7097418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7097425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7097419 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7097424.000000 Penalty: 5250.081055
	Iteration 144Q: 3 clusters Score -7097424 nChanged 8
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Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -7097422.000000 Penalty: 5250.081055
	Iteration 145Q: 3 clusters Score -7097422 nChanged 10
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Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -7097423.000000 Penalty: 5250.081055
	Iteration 146Q: 3 clusters Score -7097423 nChanged 7
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Mstep: Class 1 contains 35181 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7097426 nChanged 4
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Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7097429.000000 Penalty: 5250.081055
	Iteration 148Q: 3 clusters Score -7097429 nChanged 7
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Mstep: Class 1 contains 35192 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7097426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -7097432.500000 Penalty: 5250.081055
	Iteration 150Q: 3 clusters Score -7097432 nChanged 8
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Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7097435.000000 Penalty: 5250.081055
	Iteration 151Q: 3 clusters Score -7097435 nChanged 16
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Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7097428.000000 Penalty: 5250.081055
	Iteration 152Q: 3 clusters Score -7097428 nChanged 8
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Mstep: Class 1 contains 35229 members 
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Entering Unmasked Estep 
Score: -7097423.500000 Penalty: 5250.081055
	Iteration 153Q: 3 clusters Score -7097424 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7097418 nChanged 9
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Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7097426 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -7097420.500000 Penalty: 5250.081055
	Iteration 156Q: 3 clusters Score -7097420 nChanged 15
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Mstep: Class 1 contains 35279 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7097420 nChanged 14
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Mstep: Class 1 contains 35293 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7097418 nChanged 15
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Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7097408.000000 Penalty: 5250.081055
	Iteration 159Q: 3 clusters Score -7097408 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
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Entering Unmasked Estep 
Score: -7097417.500000 Penalty: 5250.081055
	Iteration 160F: 3 clusters Score -7097418 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7097415.500000 Penalty: 5250.081055
	Iteration 161Q: 3 clusters Score -7097416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7097422.500000 Penalty: 5250.081055
	Iteration 162Q: 3 clusters Score -7097422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7097420.500000 Penalty: 5250.081055
	Iteration 163Q: 3 clusters Score -7097420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7097418.500000 Penalty: 5250.081055
	Iteration 164Q: 3 clusters Score -7097418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7097419.000000 Penalty: 5250.081055
	Iteration 165Q: 3 clusters Score -7097419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7097419.500000 Penalty: 5250.081055
	Iteration 166Q: 3 clusters Score -7097420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7097413.500000 Penalty: 5250.081055
	Iteration 167Q: 3 clusters Score -7097414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7097421.500000 Penalty: 5250.081055
	Iteration 168Q: 3 clusters Score -7097422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7097420.000000 Penalty: 5250.081055
	Iteration 169Q: 3 clusters Score -7097420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7097432.000000 Penalty: 5250.081055
	Iteration 170Q: 3 clusters Score -7097432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -7097425.000000 Penalty: 5250.081055
	Iteration 171Q: 3 clusters Score -7097425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7097419.000000 Penalty: 5250.081055
	Iteration 172Q: 3 clusters Score -7097419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7097420.000000 Penalty: 5250.081055
	Iteration 173Q: 3 clusters Score -7097420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7097416.500000 Penalty: 5250.081055
	Iteration 174Q: 3 clusters Score -7097416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7097420.500000 Penalty: 5250.081055
	Iteration 175Q: 3 clusters Score -7097420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7097419.500000 Penalty: 5250.081055
	Iteration 176Q: 3 clusters Score -7097420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7097419.500000 Penalty: 5250.081055
	Iteration 177F: 3 clusters Score -7097420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Entering Unmasked Estep 
Score: -8932464.000000 Penalty: 2683.473633
	Iteration 0F: 2 clusters Score -8932464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -8899875.000000 Penalty: 5366.947266
	Iteration 0F: 3 clusters Score -8899875 nChanged 23179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -8913106.000000 Penalty: 5366.947266
	Iteration 1F: 3 clusters Score -8913106 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -8913974.000000 Penalty: 5366.947266
	Iteration 2Q: 3 clusters Score -8913974 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -8915360.000000 Penalty: 5366.947266
	Iteration 3F: 3 clusters Score -8915360 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -8917452.000000 Penalty: 5366.947266
	Iteration 4F: 3 clusters Score -8917452 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -8920415.000000 Penalty: 5366.947266
	Iteration 5F: 3 clusters Score -8920415 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -8923845.000000 Penalty: 5366.947266
	Iteration 6F: 3 clusters Score -8923845 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8926923.000000 Penalty: 5366.947266
	Iteration 7F: 3 clusters Score -8926923 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8928706.000000 Penalty: 5366.947266
	Iteration 8Q: 3 clusters Score -8928706 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8929778.000000 Penalty: 5366.947266
	Iteration 9Q: 3 clusters Score -8929778 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8930399.000000 Penalty: 5366.947266
	Iteration 10Q: 3 clusters Score -8930399 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8930752.000000 Penalty: 5366.947266
	Iteration 11Q: 3 clusters Score -8930752 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -8930922.000000 Penalty: 5366.947266
	Iteration 12Q: 3 clusters Score -8930922 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -8931031.000000 Penalty: 5366.947266
	Iteration 13Q: 3 clusters Score -8931031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -8931071.000000 Penalty: 5366.947266
	Iteration 14Q: 3 clusters Score -8931071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -8931107.000000 Penalty: 5366.947266
	Iteration 15Q: 3 clusters Score -8931107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -8931112.000000 Penalty: 5366.947266
	Iteration 16Q: 3 clusters Score -8931112 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -8931114.000000 Penalty: 5366.947266
	Iteration 17Q: 3 clusters Score -8931114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -8931121.000000 Penalty: 5366.947266
	Iteration 18Q: 3 clusters Score -8931121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -8931143.000000 Penalty: 5366.947266
	Iteration 19Q: 3 clusters Score -8931143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -8931152.000000 Penalty: 5366.947266
	Iteration 20F: 3 clusters Score -8931152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -8931177.000000 Penalty: 5366.947266
	Iteration 21Q: 3 clusters Score -8931177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -8931170.000000 Penalty: 5366.947266
	Iteration 22Q: 3 clusters Score -8931170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -8931187.000000 Penalty: 5366.947266
	Iteration 23Q: 3 clusters Score -8931187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -8931196.000000 Penalty: 5366.947266
	Iteration 24Q: 3 clusters Score -8931196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -8931197.000000 Penalty: 5366.947266
	Iteration 25Q: 3 clusters Score -8931197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -8931201.000000 Penalty: 5366.947266
	Iteration 26Q: 3 clusters Score -8931201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -8931213.000000 Penalty: 5366.947266
	Iteration 27Q: 3 clusters Score -8931213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -8931213.000000 Penalty: 5366.947266
	Iteration 28Q: 3 clusters Score -8931213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -8931214.000000 Penalty: 5366.947266
	Iteration 29Q: 3 clusters Score -8931214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -8931217.000000 Penalty: 5366.947266
	Iteration 30Q: 3 clusters Score -8931217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -8931226.000000 Penalty: 5366.947266
	Iteration 31Q: 3 clusters Score -8931226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -8931220.000000 Penalty: 5366.947266
	Iteration 32Q: 3 clusters Score -8931220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -8931219.000000 Penalty: 5366.947266
	Iteration 33Q: 3 clusters Score -8931219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -8931224.000000 Penalty: 5366.947266
	Iteration 34Q: 3 clusters Score -8931224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -8931209.000000 Penalty: 5366.947266
	Iteration 35Q: 3 clusters Score -8931209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -8931204.000000 Penalty: 5366.947266
	Iteration 36Q: 3 clusters Score -8931204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -8931208.000000 Penalty: 5366.947266
	Iteration 37Q: 3 clusters Score -8931208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -8931214.000000 Penalty: 5366.947266
	Iteration 38Q: 3 clusters Score -8931214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -8931216.000000 Penalty: 5366.947266
	Iteration 39Q: 3 clusters Score -8931216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -8931221.000000 Penalty: 5366.947266
	Iteration 40F: 3 clusters Score -8931221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -8931218.000000 Penalty: 5366.947266
	Iteration 41Q: 3 clusters Score -8931218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -8931210.000000 Penalty: 5366.947266
	Iteration 42Q: 3 clusters Score -8931210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -8931204.000000 Penalty: 5366.947266
	Iteration 43Q: 3 clusters Score -8931204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -8931214.000000 Penalty: 5366.947266
	Iteration 44Q: 3 clusters Score -8931214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -8931218.000000 Penalty: 5366.947266
	Iteration 45Q: 3 clusters Score -8931218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -8931222.000000 Penalty: 5366.947266
	Iteration 46Q: 3 clusters Score -8931222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -8931222.000000 Penalty: 5366.947266
	Iteration 47Q: 3 clusters Score -8931222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -8931220.000000 Penalty: 5366.947266
	Iteration 48Q: 3 clusters Score -8931220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -8931214.000000 Penalty: 5366.947266
	Iteration 49Q: 3 clusters Score -8931214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -8931214.000000 Penalty: 5366.947266
	Iteration 50F: 3 clusters Score -8931214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Entering Unmasked Estep 
Score: -2309766.000000 Penalty: 2360.766846
	Iteration 0F: 2 clusters Score -2309766 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 6838 members 
Entering Unmasked Estep 
Score: -2299807.750000 Penalty: 4721.533691
	Iteration 0F: 3 clusters Score -2299808 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2303101.750000 Penalty: 4721.533691
	Iteration 1F: 3 clusters Score -2303102 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2303679.750000 Penalty: 4721.533691
	Iteration 2F: 3 clusters Score -2303680 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2304194.000000 Penalty: 4721.533691
	Iteration 3F: 3 clusters Score -2304194 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2304718.000000 Penalty: 4721.533691
	Iteration 4F: 3 clusters Score -2304718 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2305229.000000 Penalty: 4721.533691
	Iteration 5F: 3 clusters Score -2305229 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2305657.250000 Penalty: 4721.533691
	Iteration 6F: 3 clusters Score -2305657 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2306026.000000 Penalty: 4721.533691
	Iteration 7Q: 3 clusters Score -2306026 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2306382.000000 Penalty: 4721.533691
	Iteration 8Q: 3 clusters Score -2306382 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2306655.000000 Penalty: 4721.533691
	Iteration 9Q: 3 clusters Score -2306655 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2306878.000000 Penalty: 4721.533691
	Iteration 10Q: 3 clusters Score -2306878 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2307036.250000 Penalty: 4721.533691
	Iteration 11Q: 3 clusters Score -2307036 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2307171.000000 Penalty: 4721.533691
	Iteration 12Q: 3 clusters Score -2307171 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2307284.750000 Penalty: 4721.533691
	Iteration 13Q: 3 clusters Score -2307285 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2307361.000000 Penalty: 4721.533691
	Iteration 14Q: 3 clusters Score -2307361 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2307450.250000 Penalty: 4721.533691
	Iteration 15Q: 3 clusters Score -2307450 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2307553.000000 Penalty: 4721.533691
	Iteration 16Q: 3 clusters Score -2307553 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2307639.250000 Penalty: 4721.533691
	Iteration 17Q: 3 clusters Score -2307639 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2307733.000000 Penalty: 4721.533691
	Iteration 18Q: 3 clusters Score -2307733 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2307865.750000 Penalty: 4721.533691
	Iteration 19Q: 3 clusters Score -2307866 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2308003.250000 Penalty: 4721.533691
	Iteration 20F: 3 clusters Score -2308003 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2308131.500000 Penalty: 4721.533691
	Iteration 21Q: 3 clusters Score -2308132 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2308258.000000 Penalty: 4721.533691
	Iteration 22Q: 3 clusters Score -2308258 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2308357.500000 Penalty: 4721.533691
	Iteration 23Q: 3 clusters Score -2308358 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2308430.000000 Penalty: 4721.533691
	Iteration 24Q: 3 clusters Score -2308430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2308496.750000 Penalty: 4721.533691
	Iteration 25Q: 3 clusters Score -2308497 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2308553.750000 Penalty: 4721.533691
	Iteration 26Q: 3 clusters Score -2308554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2308604.750000 Penalty: 4721.533691
	Iteration 27Q: 3 clusters Score -2308605 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2308633.250000 Penalty: 4721.533691
	Iteration 28Q: 3 clusters Score -2308633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2308662.500000 Penalty: 4721.533691
	Iteration 29Q: 3 clusters Score -2308662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2308689.000000 Penalty: 4721.533691
	Iteration 30Q: 3 clusters Score -2308689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2308705.750000 Penalty: 4721.533691
	Iteration 31Q: 3 clusters Score -2308706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2308722.750000 Penalty: 4721.533691
	Iteration 32Q: 3 clusters Score -2308723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2308746.250000 Penalty: 4721.533691
	Iteration 33Q: 3 clusters Score -2308746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2308770.250000 Penalty: 4721.533691
	Iteration 34Q: 3 clusters Score -2308770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2308791.250000 Penalty: 4721.533691
	Iteration 35Q: 3 clusters Score -2308791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2308816.250000 Penalty: 4721.533691
	Iteration 36Q: 3 clusters Score -2308816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2308838.500000 Penalty: 4721.533691
	Iteration 37Q: 3 clusters Score -2308838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2308876.250000 Penalty: 4721.533691
	Iteration 38Q: 3 clusters Score -2308876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2308902.500000 Penalty: 4721.533691
	Iteration 39Q: 3 clusters Score -2308902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2308934.750000 Penalty: 4721.533691
	Iteration 40F: 3 clusters Score -2308935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2308950.000000 Penalty: 4721.533691
	Iteration 41Q: 3 clusters Score -2308950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2308968.500000 Penalty: 4721.533691
	Iteration 42Q: 3 clusters Score -2308968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2308993.250000 Penalty: 4721.533691
	Iteration 43Q: 3 clusters Score -2308993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2309025.000000 Penalty: 4721.533691
	Iteration 44Q: 3 clusters Score -2309025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2309039.000000 Penalty: 4721.533691
	Iteration 45Q: 3 clusters Score -2309039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2309045.250000 Penalty: 4721.533691
	Iteration 46Q: 3 clusters Score -2309045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2309056.750000 Penalty: 4721.533691
	Iteration 47Q: 3 clusters Score -2309057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2309055.250000 Penalty: 4721.533691
	Iteration 48Q: 3 clusters Score -2309055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2309053.750000 Penalty: 4721.533691
	Iteration 49Q: 3 clusters Score -2309054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2309058.250000 Penalty: 4721.533691
	Iteration 50Q: 3 clusters Score -2309058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2309058.250000 Penalty: 4721.533691
	Iteration 51Q: 3 clusters Score -2309058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2309061.750000 Penalty: 4721.533691
	Iteration 52Q: 3 clusters Score -2309062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2309064.250000 Penalty: 4721.533691
	Iteration 53Q: 3 clusters Score -2309064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2309062.500000 Penalty: 4721.533691
	Iteration 54Q: 3 clusters Score -2309062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2309067.250000 Penalty: 4721.533691
	Iteration 55Q: 3 clusters Score -2309067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2309068.000000 Penalty: 4721.533691
	Iteration 56Q: 3 clusters Score -2309068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2309066.500000 Penalty: 4721.533691
	Iteration 57Q: 3 clusters Score -2309066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2309066.500000 Penalty: 4721.533691
	Iteration 58F: 3 clusters Score -2309066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Entering Unmasked Estep 
Score: -7428625.500000 Penalty: 2638.097168
	Iteration 0F: 2 clusters Score -7428626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -7400862.500000 Penalty: 5276.194336
	Iteration 0F: 3 clusters Score -7400862 nChanged 19108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -7411362.500000 Penalty: 5276.194336
	Iteration 1F: 3 clusters Score -7411362 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -7411845.500000 Penalty: 5276.194336
	Iteration 2Q: 3 clusters Score -7411846 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -7412214.500000 Penalty: 5276.194336
	Iteration 3Q: 3 clusters Score -7412214 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7412622.500000 Penalty: 5276.194336
	Iteration 4Q: 3 clusters Score -7412622 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -7412988.500000 Penalty: 5276.194336
	Iteration 5Q: 3 clusters Score -7412988 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7413363.000000 Penalty: 5276.194336
	Iteration 6Q: 3 clusters Score -7413363 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -7413775.500000 Penalty: 5276.194336
	Iteration 7Q: 3 clusters Score -7413776 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -7414300.000000 Penalty: 5276.194336
	Iteration 8Q: 3 clusters Score -7414300 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7414802.500000 Penalty: 5276.194336
	Iteration 9Q: 3 clusters Score -7414802 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -7415382.500000 Penalty: 5276.194336
	Iteration 10Q: 3 clusters Score -7415382 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -7416108.000000 Penalty: 5276.194336
	Iteration 11Q: 3 clusters Score -7416108 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -7416831.500000 Penalty: 5276.194336
	Iteration 12Q: 3 clusters Score -7416832 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -7417637.000000 Penalty: 5276.194336
	Iteration 13Q: 3 clusters Score -7417637 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -7418429.500000 Penalty: 5276.194336
	Iteration 14Q: 3 clusters Score -7418430 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -7419290.500000 Penalty: 5276.194336
	Iteration 15Q: 3 clusters Score -7419290 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -7420157.500000 Penalty: 5276.194336
	Iteration 16Q: 3 clusters Score -7420158 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -7420960.500000 Penalty: 5276.194336
	Iteration 17Q: 3 clusters Score -7420960 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -7421723.000000 Penalty: 5276.194336
	Iteration 18Q: 3 clusters Score -7421723 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -7422495.000000 Penalty: 5276.194336
	Iteration 19Q: 3 clusters Score -7422495 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7423237.000000 Penalty: 5276.194336
	Iteration 20F: 3 clusters Score -7423237 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7423872.500000 Penalty: 5276.194336
	Iteration 21Q: 3 clusters Score -7423872 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -7424455.500000 Penalty: 5276.194336
	Iteration 22Q: 3 clusters Score -7424456 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7424940.000000 Penalty: 5276.194336
	Iteration 23Q: 3 clusters Score -7424940 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7425277.000000 Penalty: 5276.194336
	Iteration 24Q: 3 clusters Score -7425277 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7425570.500000 Penalty: 5276.194336
	Iteration 25Q: 3 clusters Score -7425570 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7425795.000000 Penalty: 5276.194336
	Iteration 26Q: 3 clusters Score -7425795 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7425949.000000 Penalty: 5276.194336
	Iteration 27Q: 3 clusters Score -7425949 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7426058.000000 Penalty: 5276.194336
	Iteration 28Q: 3 clusters Score -7426058 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7426165.500000 Penalty: 5276.194336
	Iteration 29Q: 3 clusters Score -7426166 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7426248.000000 Penalty: 5276.194336
	Iteration 30Q: 3 clusters Score -7426248 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7426324.500000 Penalty: 5276.194336
	Iteration 31Q: 3 clusters Score -7426324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7426362.500000 Penalty: 5276.194336
	Iteration 32Q: 3 clusters Score -7426362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7426389.000000 Penalty: 5276.194336
	Iteration 33Q: 3 clusters Score -7426389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7426420.500000 Penalty: 5276.194336
	Iteration 34Q: 3 clusters Score -7426420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7426419.500000 Penalty: 5276.194336
	Iteration 35Q: 3 clusters Score -7426420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7426423.000000 Penalty: 5276.194336
	Iteration 36Q: 3 clusters Score -7426423 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7426441.500000 Penalty: 5276.194336
	Iteration 37Q: 3 clusters Score -7426442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7426447.000000 Penalty: 5276.194336
	Iteration 38Q: 3 clusters Score -7426447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7426464.500000 Penalty: 5276.194336
	Iteration 39Q: 3 clusters Score -7426464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7426475.500000 Penalty: 5276.194336
	Iteration 40F: 3 clusters Score -7426476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7426471.500000 Penalty: 5276.194336
	Iteration 41Q: 3 clusters Score -7426472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7426480.500000 Penalty: 5276.194336
	Iteration 42Q: 3 clusters Score -7426480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7426483.000000 Penalty: 5276.194336
	Iteration 43Q: 3 clusters Score -7426483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7426484.500000 Penalty: 5276.194336
	Iteration 44Q: 3 clusters Score -7426484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7426485.000000 Penalty: 5276.194336
	Iteration 45Q: 3 clusters Score -7426485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7426487.000000 Penalty: 5276.194336
	Iteration 46Q: 3 clusters Score -7426487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7426490.000000 Penalty: 5276.194336
	Iteration 47Q: 3 clusters Score -7426490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7426494.500000 Penalty: 5276.194336
	Iteration 48Q: 3 clusters Score -7426494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7426503.000000 Penalty: 5276.194336
	Iteration 49Q: 3 clusters Score -7426503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7426504.000000 Penalty: 5276.194336
	Iteration 50Q: 3 clusters Score -7426504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7426512.000000 Penalty: 5276.194336
	Iteration 51Q: 3 clusters Score -7426512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7426512.500000 Penalty: 5276.194336
	Iteration 52Q: 3 clusters Score -7426512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7426512.000000 Penalty: 5276.194336
	Iteration 53Q: 3 clusters Score -7426512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7426515.500000 Penalty: 5276.194336
	Iteration 54Q: 3 clusters Score -7426516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7426517.500000 Penalty: 5276.194336
	Iteration 55Q: 3 clusters Score -7426518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7426525.500000 Penalty: 5276.194336
	Iteration 56Q: 3 clusters Score -7426526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7426529.000000 Penalty: 5276.194336
	Iteration 57Q: 3 clusters Score -7426529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7426528.500000 Penalty: 5276.194336
	Iteration 58Q: 3 clusters Score -7426528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7426515.500000 Penalty: 5276.194336
	Iteration 59Q: 3 clusters Score -7426516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7426517.500000 Penalty: 5276.194336
	Iteration 60F: 3 clusters Score -7426518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7426513.000000 Penalty: 5276.194336
	Iteration 61Q: 3 clusters Score -7426513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7426525.000000 Penalty: 5276.194336
	Iteration 62Q: 3 clusters Score -7426525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7426527.500000 Penalty: 5276.194336
	Iteration 63Q: 3 clusters Score -7426528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7426526.500000 Penalty: 5276.194336
	Iteration 64Q: 3 clusters Score -7426526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7426525.000000 Penalty: 5276.194336
	Iteration 65Q: 3 clusters Score -7426525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7426524.000000 Penalty: 5276.194336
	Iteration 66Q: 3 clusters Score -7426524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7426524.000000 Penalty: 5276.194336
	Iteration 67F: 3 clusters Score -7426524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Entering Unmasked Estep 
Score: -7247743.500000 Penalty: 2630.561768
	Iteration 0F: 2 clusters Score -7247744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7220702.500000 Penalty: 5261.123535
	Iteration 0F: 3 clusters Score -7220702 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -7230596.000000 Penalty: 5261.123535
	Iteration 1F: 3 clusters Score -7230596 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -7231038.500000 Penalty: 5261.123535
	Iteration 2Q: 3 clusters Score -7231038 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -7231394.500000 Penalty: 5261.123535
	Iteration 3Q: 3 clusters Score -7231394 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -7231793.500000 Penalty: 5261.123535
	Iteration 4Q: 3 clusters Score -7231794 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -7232295.000000 Penalty: 5261.123535
	Iteration 5Q: 3 clusters Score -7232295 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -7232995.000000 Penalty: 5261.123535
	Iteration 6Q: 3 clusters Score -7232995 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -7234018.000000 Penalty: 5261.123535
	Iteration 7F: 3 clusters Score -7234018 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -7235602.000000 Penalty: 5261.123535
	Iteration 8F: 3 clusters Score -7235602 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -7238049.000000 Penalty: 5261.123535
	Iteration 9F: 3 clusters Score -7238049 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -7240926.000000 Penalty: 5261.123535
	Iteration 10F: 3 clusters Score -7240926 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7243264.500000 Penalty: 5261.123535
	Iteration 11F: 3 clusters Score -7243264 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7244502.500000 Penalty: 5261.123535
	Iteration 12Q: 3 clusters Score -7244502 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7245003.500000 Penalty: 5261.123535
	Iteration 13Q: 3 clusters Score -7245004 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -7245207.500000 Penalty: 5261.123535
	Iteration 14Q: 3 clusters Score -7245208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7245298.000000 Penalty: 5261.123535
	Iteration 15Q: 3 clusters Score -7245298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -7245351.000000 Penalty: 5261.123535
	Iteration 16Q: 3 clusters Score -7245351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7245367.500000 Penalty: 5261.123535
	Iteration 17Q: 3 clusters Score -7245368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -7245382.500000 Penalty: 5261.123535
	Iteration 18Q: 3 clusters Score -7245382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7245404.500000 Penalty: 5261.123535
	Iteration 19Q: 3 clusters Score -7245404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7245407.000000 Penalty: 5261.123535
	Iteration 20F: 3 clusters Score -7245407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -7245412.500000 Penalty: 5261.123535
	Iteration 21Q: 3 clusters Score -7245412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7245420.000000 Penalty: 5261.123535
	Iteration 22Q: 3 clusters Score -7245420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7245420.000000 Penalty: 5261.123535
	Iteration 23F: 3 clusters Score -7245420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62005.042969 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62005.04 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 278 members 
Entering Unmasked Estep 
Score: -60590.667969 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60590.67 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60921.800781 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -60921.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61051.304688 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61051.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61103.937500 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -61103.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61133.761719 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61133.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61137.980469 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61137.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61154.316406 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61154.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61162.636719 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61162.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61163.890625 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61163.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61163.890625 Penalty: 3159.470947
	Iteration 9F: 3 clusters Score -61163.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -70086.273438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -70086.27 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 199 members 
Entering Unmasked Estep 
Score: -68632.632812 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -68632.63 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68955.351562 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -68955.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -69186.398438 Penalty: 3013.371582
	Iteration 2F: 3 clusters Score -69186.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -69346.000000 Penalty: 3013.371582
	Iteration 3F: 3 clusters Score -69346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -69378.453125 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -69378.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -69386.125000 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -69386.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -69405.421875 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -69405.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69427.570312 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -69427.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69452.976562 Penalty: 3013.371582
	Iteration 8Q: 3 clusters Score -69452.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -69462.000000 Penalty: 3013.371582
	Iteration 9Q: 3 clusters Score -69462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -69479.640625 Penalty: 3013.371582
	Iteration 10Q: 3 clusters Score -69479.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -69501.046875 Penalty: 3013.371582
	Iteration 11Q: 3 clusters Score -69501.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -69528.234375 Penalty: 3013.371582
	Iteration 12Q: 3 clusters Score -69528.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -69562.867188 Penalty: 3013.371582
	Iteration 13Q: 3 clusters Score -69562.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -69609.539062 Penalty: 3013.371582
	Iteration 14Q: 3 clusters Score -69609.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -69629.492188 Penalty: 3013.371582
	Iteration 15Q: 3 clusters Score -69629.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -69640.000000 Penalty: 3013.371582
	Iteration 16Q: 3 clusters Score -69640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -69656.726562 Penalty: 3013.371582
	Iteration 17Q: 3 clusters Score -69656.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -69662.695312 Penalty: 3013.371582
	Iteration 18F: 3 clusters Score -69662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -69684.976562 Penalty: 3013.371582
	Iteration 19Q: 3 clusters Score -69684.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -69706.140625 Penalty: 3013.371582
	Iteration 20F: 3 clusters Score -69706.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -69711.226562 Penalty: 3013.371582
	Iteration 21Q: 3 clusters Score -69711.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -69711.226562 Penalty: 3013.371582
	Iteration 22F: 3 clusters Score -69711.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Entering Unmasked Estep 
Score: -2167393.000000 Penalty: 2335.766113
	Iteration 0F: 2 clusters Score -2167393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2158250.500000 Penalty: 4671.532227
	Iteration 0F: 3 clusters Score -2158250 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2161039.000000 Penalty: 4671.532227
	Iteration 1F: 3 clusters Score -2161039 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2161443.750000 Penalty: 4671.532227
	Iteration 2F: 3 clusters Score -2161444 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2161775.250000 Penalty: 4671.532227
	Iteration 3F: 3 clusters Score -2161775 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2162114.500000 Penalty: 4671.532227
	Iteration 4F: 3 clusters Score -2162114 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2162466.500000 Penalty: 4671.532227
	Iteration 5F: 3 clusters Score -2162466 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2162839.000000 Penalty: 4671.532227
	Iteration 6Q: 3 clusters Score -2162839 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2163227.750000 Penalty: 4671.532227
	Iteration 7F: 3 clusters Score -2163228 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2163575.250000 Penalty: 4671.532227
	Iteration 8Q: 3 clusters Score -2163575 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2163864.250000 Penalty: 4671.532227
	Iteration 9Q: 3 clusters Score -2163864 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2164127.000000 Penalty: 4671.532227
	Iteration 10Q: 3 clusters Score -2164127 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2164370.750000 Penalty: 4671.532227
	Iteration 11Q: 3 clusters Score -2164371 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2164574.000000 Penalty: 4671.532227
	Iteration 12Q: 3 clusters Score -2164574 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2164743.500000 Penalty: 4671.532227
	Iteration 13Q: 3 clusters Score -2164744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2164877.500000 Penalty: 4671.532227
	Iteration 14Q: 3 clusters Score -2164878 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2164993.000000 Penalty: 4671.532227
	Iteration 15Q: 3 clusters Score -2164993 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2165091.500000 Penalty: 4671.532227
	Iteration 16Q: 3 clusters Score -2165092 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2165195.500000 Penalty: 4671.532227
	Iteration 17Q: 3 clusters Score -2165196 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2165264.250000 Penalty: 4671.532227
	Iteration 18Q: 3 clusters Score -2165264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2165317.750000 Penalty: 4671.532227
	Iteration 19Q: 3 clusters Score -2165318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2165365.250000 Penalty: 4671.532227
	Iteration 20F: 3 clusters Score -2165365 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2165396.750000 Penalty: 4671.532227
	Iteration 21Q: 3 clusters Score -2165397 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2165434.500000 Penalty: 4671.532227
	Iteration 22Q: 3 clusters Score -2165434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2165457.750000 Penalty: 4671.532227
	Iteration 23Q: 3 clusters Score -2165458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2165479.250000 Penalty: 4671.532227
	Iteration 24Q: 3 clusters Score -2165479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2165493.750000 Penalty: 4671.532227
	Iteration 25Q: 3 clusters Score -2165494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2165517.000000 Penalty: 4671.532227
	Iteration 26Q: 3 clusters Score -2165517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2165532.000000 Penalty: 4671.532227
	Iteration 27Q: 3 clusters Score -2165532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2165539.250000 Penalty: 4671.532227
	Iteration 28Q: 3 clusters Score -2165539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2165552.500000 Penalty: 4671.532227
	Iteration 29Q: 3 clusters Score -2165552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2165557.750000 Penalty: 4671.532227
	Iteration 30Q: 3 clusters Score -2165558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2165561.500000 Penalty: 4671.532227
	Iteration 31Q: 3 clusters Score -2165562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2165562.750000 Penalty: 4671.532227
	Iteration 32Q: 3 clusters Score -2165563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2165566.000000 Penalty: 4671.532227
	Iteration 33Q: 3 clusters Score -2165566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2165573.000000 Penalty: 4671.532227
	Iteration 34Q: 3 clusters Score -2165573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2165569.750000 Penalty: 4671.532227
	Iteration 35Q: 3 clusters Score -2165570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2165571.750000 Penalty: 4671.532227
	Iteration 36Q: 3 clusters Score -2165572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2165580.750000 Penalty: 4671.532227
	Iteration 37Q: 3 clusters Score -2165581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2165586.000000 Penalty: 4671.532227
	Iteration 38Q: 3 clusters Score -2165586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2165586.250000 Penalty: 4671.532227
	Iteration 39Q: 3 clusters Score -2165586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2165583.750000 Penalty: 4671.532227
	Iteration 40F: 3 clusters Score -2165584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2165588.250000 Penalty: 4671.532227
	Iteration 41Q: 3 clusters Score -2165588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2165591.750000 Penalty: 4671.532227
	Iteration 42Q: 3 clusters Score -2165592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2165591.500000 Penalty: 4671.532227
	Iteration 43Q: 3 clusters Score -2165592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2165593.250000 Penalty: 4671.532227
	Iteration 44Q: 3 clusters Score -2165593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2165595.000000 Penalty: 4671.532227
	Iteration 45Q: 3 clusters Score -2165595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2165597.000000 Penalty: 4671.532227
	Iteration 46Q: 3 clusters Score -2165597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2165597.000000 Penalty: 4671.532227
	Iteration 47Q: 3 clusters Score -2165597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2165593.000000 Penalty: 4671.532227
	Iteration 48Q: 3 clusters Score -2165593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2165593.750000 Penalty: 4671.532227
	Iteration 49Q: 3 clusters Score -2165594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2165593.750000 Penalty: 4671.532227
	Iteration 50Q: 3 clusters Score -2165594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2165595.750000 Penalty: 4671.532227
	Iteration 51Q: 3 clusters Score -2165596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2165602.000000 Penalty: 4671.532227
	Iteration 52Q: 3 clusters Score -2165602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2165601.750000 Penalty: 4671.532227
	Iteration 53Q: 3 clusters Score -2165602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2165598.250000 Penalty: 4671.532227
	Iteration 54Q: 3 clusters Score -2165598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2165597.500000 Penalty: 4671.532227
	Iteration 55Q: 3 clusters Score -2165598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2165599.500000 Penalty: 4671.532227
	Iteration 56Q: 3 clusters Score -2165600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2165599.500000 Penalty: 4671.532227
	Iteration 57F: 3 clusters Score -2165600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Entering Unmasked Estep 
Score: -8952955.000000 Penalty: 2683.305176
	Iteration 0F: 2 clusters Score -8952955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8922329.000000 Penalty: 5366.610352
	Iteration 0F: 3 clusters Score -8922329 nChanged 23204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -8935191.000000 Penalty: 5366.610352
	Iteration 1F: 3 clusters Score -8935191 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -8935706.000000 Penalty: 5366.610352
	Iteration 2Q: 3 clusters Score -8935706 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -8936247.000000 Penalty: 5366.610352
	Iteration 3Q: 3 clusters Score -8936247 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -8936753.000000 Penalty: 5366.610352
	Iteration 4Q: 3 clusters Score -8936753 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -8937365.000000 Penalty: 5366.610352
	Iteration 5Q: 3 clusters Score -8937365 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -8938182.000000 Penalty: 5366.610352
	Iteration 6Q: 3 clusters Score -8938182 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -8939415.000000 Penalty: 5366.610352
	Iteration 7F: 3 clusters Score -8939415 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -8941186.000000 Penalty: 5366.610352
	Iteration 8F: 3 clusters Score -8941186 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -8943405.000000 Penalty: 5366.610352
	Iteration 9F: 3 clusters Score -8943405 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -8945865.000000 Penalty: 5366.610352
	Iteration 10F: 3 clusters Score -8945865 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8947736.000000 Penalty: 5366.610352
	Iteration 11F: 3 clusters Score -8947736 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8948941.000000 Penalty: 5366.610352
	Iteration 12Q: 3 clusters Score -8948941 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -8949682.000000 Penalty: 5366.610352
	Iteration 13Q: 3 clusters Score -8949682 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -8950104.000000 Penalty: 5366.610352
	Iteration 14Q: 3 clusters Score -8950104 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -8950336.000000 Penalty: 5366.610352
	Iteration 15Q: 3 clusters Score -8950336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -8950460.000000 Penalty: 5366.610352
	Iteration 16Q: 3 clusters Score -8950460 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -8950543.000000 Penalty: 5366.610352
	Iteration 17Q: 3 clusters Score -8950543 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -8950589.000000 Penalty: 5366.610352
	Iteration 18Q: 3 clusters Score -8950589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -8950619.000000 Penalty: 5366.610352
	Iteration 19Q: 3 clusters Score -8950619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -8950638.000000 Penalty: 5366.610352
	Iteration 20F: 3 clusters Score -8950638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -8950659.000000 Penalty: 5366.610352
	Iteration 21Q: 3 clusters Score -8950659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -8950675.000000 Penalty: 5366.610352
	Iteration 22Q: 3 clusters Score -8950675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -8950679.000000 Penalty: 5366.610352
	Iteration 23Q: 3 clusters Score -8950679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -8950683.000000 Penalty: 5366.610352
	Iteration 24Q: 3 clusters Score -8950683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -8950680.000000 Penalty: 5366.610352
	Iteration 25Q: 3 clusters Score -8950680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -8950693.000000 Penalty: 5366.610352
	Iteration 26Q: 3 clusters Score -8950693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -8950698.000000 Penalty: 5366.610352
	Iteration 27Q: 3 clusters Score -8950698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -8950697.000000 Penalty: 5366.610352
	Iteration 28Q: 3 clusters Score -8950697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -8950696.000000 Penalty: 5366.610352
	Iteration 29Q: 3 clusters Score -8950696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -8950694.000000 Penalty: 5366.610352
	Iteration 30Q: 3 clusters Score -8950694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -8950696.000000 Penalty: 5366.610352
	Iteration 31Q: 3 clusters Score -8950696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -8950701.000000 Penalty: 5366.610352
	Iteration 32Q: 3 clusters Score -8950701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -8950707.000000 Penalty: 5366.610352
	Iteration 33Q: 3 clusters Score -8950707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -8950710.000000 Penalty: 5366.610352
	Iteration 34Q: 3 clusters Score -8950710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -8950710.000000 Penalty: 5366.610352
	Iteration 35F: 3 clusters Score -8950710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Entering Unmasked Estep 
Score: -6732771.000000 Penalty: 2613.962402
	Iteration 0F: 2 clusters Score -6732771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -6707142.500000 Penalty: 5227.924805
	Iteration 0F: 3 clusters Score -6707142 nChanged 17337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -6716520.500000 Penalty: 5227.924805
	Iteration 1F: 3 clusters Score -6716520 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -6717148.000000 Penalty: 5227.924805
	Iteration 2Q: 3 clusters Score -6717148 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -6717825.000000 Penalty: 5227.924805
	Iteration 3Q: 3 clusters Score -6717825 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -6718754.000000 Penalty: 5227.924805
	Iteration 4F: 3 clusters Score -6718754 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -6720004.500000 Penalty: 5227.924805
	Iteration 5F: 3 clusters Score -6720004 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -6721532.500000 Penalty: 5227.924805
	Iteration 6F: 3 clusters Score -6721532 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6723143.000000 Penalty: 5227.924805
	Iteration 7F: 3 clusters Score -6723143 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -6724523.500000 Penalty: 5227.924805
	Iteration 8F: 3 clusters Score -6724524 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -6725604.000000 Penalty: 5227.924805
	Iteration 9F: 3 clusters Score -6725604 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -6726488.500000 Penalty: 5227.924805
	Iteration 10Q: 3 clusters Score -6726488 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -6727249.500000 Penalty: 5227.924805
	Iteration 11Q: 3 clusters Score -6727250 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6728027.000000 Penalty: 5227.924805
	Iteration 12Q: 3 clusters Score -6728027 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -6728780.500000 Penalty: 5227.924805
	Iteration 13Q: 3 clusters Score -6728780 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -6729572.000000 Penalty: 5227.924805
	Iteration 14Q: 3 clusters Score -6729572 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -6730184.000000 Penalty: 5227.924805
	Iteration 15Q: 3 clusters Score -6730184 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -6730488.000000 Penalty: 5227.924805
	Iteration 16Q: 3 clusters Score -6730488 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -6730657.000000 Penalty: 5227.924805
	Iteration 17Q: 3 clusters Score -6730657 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -6730759.500000 Penalty: 5227.924805
	Iteration 18Q: 3 clusters Score -6730760 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -6730798.000000 Penalty: 5227.924805
	Iteration 19Q: 3 clusters Score -6730798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -6730801.500000 Penalty: 5227.924805
	Iteration 20F: 3 clusters Score -6730802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -6730814.500000 Penalty: 5227.924805
	Iteration 21Q: 3 clusters Score -6730814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6730806.000000 Penalty: 5227.924805
	Iteration 22Q: 3 clusters Score -6730806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -6730813.500000 Penalty: 5227.924805
	Iteration 23Q: 3 clusters Score -6730814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -6730814.000000 Penalty: 5227.924805
	Iteration 24Q: 3 clusters Score -6730814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6730837.500000 Penalty: 5227.924805
	Iteration 25Q: 3 clusters Score -6730838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -6730842.000000 Penalty: 5227.924805
	Iteration 26Q: 3 clusters Score -6730842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6730846.500000 Penalty: 5227.924805
	Iteration 27Q: 3 clusters Score -6730846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -6730850.000000 Penalty: 5227.924805
	Iteration 28Q: 3 clusters Score -6730850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -6730853.500000 Penalty: 5227.924805
	Iteration 29Q: 3 clusters Score -6730854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -6730881.000000 Penalty: 5227.924805
	Iteration 30Q: 3 clusters Score -6730881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -6730886.500000 Penalty: 5227.924805
	Iteration 31Q: 3 clusters Score -6730886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -6730884.000000 Penalty: 5227.924805
	Iteration 32Q: 3 clusters Score -6730884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -6730891.500000 Penalty: 5227.924805
	Iteration 33Q: 3 clusters Score -6730892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -6730902.000000 Penalty: 5227.924805
	Iteration 34Q: 3 clusters Score -6730902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -6730893.500000 Penalty: 5227.924805
	Iteration 35Q: 3 clusters Score -6730894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -6730895.000000 Penalty: 5227.924805
	Iteration 36Q: 3 clusters Score -6730895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -6730882.000000 Penalty: 5227.924805
	Iteration 37Q: 3 clusters Score -6730882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -6730892.500000 Penalty: 5227.924805
	Iteration 38Q: 3 clusters Score -6730892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -6730905.000000 Penalty: 5227.924805
	Iteration 39Q: 3 clusters Score -6730905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -6730898.500000 Penalty: 5227.924805
	Iteration 40F: 3 clusters Score -6730898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -6730900.000000 Penalty: 5227.924805
	Iteration 41Q: 3 clusters Score -6730900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -6730893.500000 Penalty: 5227.924805
	Iteration 42Q: 3 clusters Score -6730894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -6730888.500000 Penalty: 5227.924805
	Iteration 43Q: 3 clusters Score -6730888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -6730893.500000 Penalty: 5227.924805
	Iteration 44Q: 3 clusters Score -6730894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -6730890.500000 Penalty: 5227.924805
	Iteration 45Q: 3 clusters Score -6730890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -6730895.000000 Penalty: 5227.924805
	Iteration 46Q: 3 clusters Score -6730895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -6730897.500000 Penalty: 5227.924805
	Iteration 47Q: 3 clusters Score -6730898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -6730890.000000 Penalty: 5227.924805
	Iteration 48Q: 3 clusters Score -6730890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -6730899.500000 Penalty: 5227.924805
	Iteration 49Q: 3 clusters Score -6730900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6730900.500000 Penalty: 5227.924805
	Iteration 50Q: 3 clusters Score -6730900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -6730899.500000 Penalty: 5227.924805
	Iteration 51Q: 3 clusters Score -6730900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -6730898.000000 Penalty: 5227.924805
	Iteration 52Q: 3 clusters Score -6730898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6730907.000000 Penalty: 5227.924805
	Iteration 53Q: 3 clusters Score -6730907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -6730913.500000 Penalty: 5227.924805
	Iteration 54Q: 3 clusters Score -6730914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -6730904.000000 Penalty: 5227.924805
	Iteration 55Q: 3 clusters Score -6730904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -6730905.000000 Penalty: 5227.924805
	Iteration 56Q: 3 clusters Score -6730905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6730904.000000 Penalty: 5227.924805
	Iteration 57Q: 3 clusters Score -6730904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6730904.000000 Penalty: 5227.924805
	Iteration 58F: 3 clusters Score -6730904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Entering Unmasked Estep 
Score: -1741240.500000 Penalty: 2284.684814
	Iteration 0F: 2 clusters Score -1741240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1733555.750000 Penalty: 4569.369629
	Iteration 0F: 3 clusters Score -1733556 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1735764.750000 Penalty: 4569.369629
	Iteration 1F: 3 clusters Score -1735765 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1736099.750000 Penalty: 4569.369629
	Iteration 2F: 3 clusters Score -1736100 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1736370.375000 Penalty: 4569.369629
	Iteration 3F: 3 clusters Score -1736370 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1736621.875000 Penalty: 4569.369629
	Iteration 4Q: 3 clusters Score -1736622 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1736892.125000 Penalty: 4569.369629
	Iteration 5Q: 3 clusters Score -1736892 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1737149.625000 Penalty: 4569.369629
	Iteration 6Q: 3 clusters Score -1737150 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1737362.750000 Penalty: 4569.369629
	Iteration 7Q: 3 clusters Score -1737363 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1737534.000000 Penalty: 4569.369629
	Iteration 8Q: 3 clusters Score -1737534 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1737678.125000 Penalty: 4569.369629
	Iteration 9Q: 3 clusters Score -1737678 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1737802.000000 Penalty: 4569.369629
	Iteration 10Q: 3 clusters Score -1737802 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1737914.375000 Penalty: 4569.369629
	Iteration 11Q: 3 clusters Score -1737914 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1738015.750000 Penalty: 4569.369629
	Iteration 12Q: 3 clusters Score -1738016 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1738115.750000 Penalty: 4569.369629
	Iteration 13Q: 3 clusters Score -1738116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1738210.875000 Penalty: 4569.369629
	Iteration 14Q: 3 clusters Score -1738211 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1738286.375000 Penalty: 4569.369629
	Iteration 15Q: 3 clusters Score -1738286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1738352.875000 Penalty: 4569.369629
	Iteration 16Q: 3 clusters Score -1738353 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1738427.625000 Penalty: 4569.369629
	Iteration 17Q: 3 clusters Score -1738428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1738497.875000 Penalty: 4569.369629
	Iteration 18Q: 3 clusters Score -1738498 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1738556.250000 Penalty: 4569.369629
	Iteration 19Q: 3 clusters Score -1738556 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1738623.875000 Penalty: 4569.369629
	Iteration 20F: 3 clusters Score -1738624 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1738676.250000 Penalty: 4569.369629
	Iteration 21Q: 3 clusters Score -1738676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1738727.500000 Penalty: 4569.369629
	Iteration 22Q: 3 clusters Score -1738728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1738770.000000 Penalty: 4569.369629
	Iteration 23Q: 3 clusters Score -1738770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1738811.625000 Penalty: 4569.369629
	Iteration 24Q: 3 clusters Score -1738812 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1738846.375000 Penalty: 4569.369629
	Iteration 25Q: 3 clusters Score -1738846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1738877.500000 Penalty: 4569.369629
	Iteration 26Q: 3 clusters Score -1738878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1738896.875000 Penalty: 4569.369629
	Iteration 27Q: 3 clusters Score -1738897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1738912.750000 Penalty: 4569.369629
	Iteration 28Q: 3 clusters Score -1738913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1738927.750000 Penalty: 4569.369629
	Iteration 29Q: 3 clusters Score -1738928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1738946.125000 Penalty: 4569.369629
	Iteration 30Q: 3 clusters Score -1738946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1738967.250000 Penalty: 4569.369629
	Iteration 31Q: 3 clusters Score -1738967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1738977.375000 Penalty: 4569.369629
	Iteration 32Q: 3 clusters Score -1738977 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1738994.875000 Penalty: 4569.369629
	Iteration 33Q: 3 clusters Score -1738995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1739020.250000 Penalty: 4569.369629
	Iteration 34Q: 3 clusters Score -1739020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1739032.875000 Penalty: 4569.369629
	Iteration 35Q: 3 clusters Score -1739033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1739045.000000 Penalty: 4569.369629
	Iteration 36Q: 3 clusters Score -1739045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1739054.375000 Penalty: 4569.369629
	Iteration 37Q: 3 clusters Score -1739054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1739061.625000 Penalty: 4569.369629
	Iteration 38Q: 3 clusters Score -1739062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1739070.375000 Penalty: 4569.369629
	Iteration 39Q: 3 clusters Score -1739070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1739079.125000 Penalty: 4569.369629
	Iteration 40F: 3 clusters Score -1739079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1739086.125000 Penalty: 4569.369629
	Iteration 41Q: 3 clusters Score -1739086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1739099.875000 Penalty: 4569.369629
	Iteration 42Q: 3 clusters Score -1739100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1739104.250000 Penalty: 4569.369629
	Iteration 43Q: 3 clusters Score -1739104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1739109.875000 Penalty: 4569.369629
	Iteration 44Q: 3 clusters Score -1739110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1739117.500000 Penalty: 4569.369629
	Iteration 45Q: 3 clusters Score -1739118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1739124.125000 Penalty: 4569.369629
	Iteration 46Q: 3 clusters Score -1739124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1739132.625000 Penalty: 4569.369629
	Iteration 47Q: 3 clusters Score -1739133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1739137.000000 Penalty: 4569.369629
	Iteration 48Q: 3 clusters Score -1739137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1739139.375000 Penalty: 4569.369629
	Iteration 49Q: 3 clusters Score -1739139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1739142.875000 Penalty: 4569.369629
	Iteration 50Q: 3 clusters Score -1739143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1739147.750000 Penalty: 4569.369629
	Iteration 51Q: 3 clusters Score -1739148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1739150.125000 Penalty: 4569.369629
	Iteration 52Q: 3 clusters Score -1739150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1739151.625000 Penalty: 4569.369629
	Iteration 53Q: 3 clusters Score -1739152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1739154.125000 Penalty: 4569.369629
	Iteration 54Q: 3 clusters Score -1739154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1739156.125000 Penalty: 4569.369629
	Iteration 55Q: 3 clusters Score -1739156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1739156.750000 Penalty: 4569.369629
	Iteration 56Q: 3 clusters Score -1739157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1739157.375000 Penalty: 4569.369629
	Iteration 57Q: 3 clusters Score -1739157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1739158.375000 Penalty: 4569.369629
	Iteration 58Q: 3 clusters Score -1739158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1739160.250000 Penalty: 4569.369629
	Iteration 59Q: 3 clusters Score -1739160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1739159.625000 Penalty: 4569.369629
	Iteration 60F: 3 clusters Score -1739160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1739160.000000 Penalty: 4569.369629
	Iteration 61Q: 3 clusters Score -1739160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1739158.625000 Penalty: 4569.369629
	Iteration 62Q: 3 clusters Score -1739159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1739158.500000 Penalty: 4569.369629
	Iteration 63Q: 3 clusters Score -1739158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1739162.750000 Penalty: 4569.369629
	Iteration 64Q: 3 clusters Score -1739163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1739164.000000 Penalty: 4569.369629
	Iteration 65Q: 3 clusters Score -1739164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1739163.875000 Penalty: 4569.369629
	Iteration 66Q: 3 clusters Score -1739164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1739167.250000 Penalty: 4569.369629
	Iteration 67Q: 3 clusters Score -1739167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1739167.000000 Penalty: 4569.369629
	Iteration 68Q: 3 clusters Score -1739167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1739165.750000 Penalty: 4569.369629
	Iteration 69Q: 3 clusters Score -1739166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1739167.250000 Penalty: 4569.369629
	Iteration 70Q: 3 clusters Score -1739167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1739169.125000 Penalty: 4569.369629
	Iteration 71Q: 3 clusters Score -1739169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1739174.875000 Penalty: 4569.369629
	Iteration 72Q: 3 clusters Score -1739175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1739173.000000 Penalty: 4569.369629
	Iteration 73Q: 3 clusters Score -1739173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1739173.750000 Penalty: 4569.369629
	Iteration 74Q: 3 clusters Score -1739174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1739175.750000 Penalty: 4569.369629
	Iteration 75Q: 3 clusters Score -1739176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1739181.000000 Penalty: 4569.369629
	Iteration 76Q: 3 clusters Score -1739181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1739182.250000 Penalty: 4569.369629
	Iteration 77Q: 3 clusters Score -1739182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1739186.375000 Penalty: 4569.369629
	Iteration 78Q: 3 clusters Score -1739186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1739190.000000 Penalty: 4569.369629
	Iteration 79Q: 3 clusters Score -1739190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1739193.125000 Penalty: 4569.369629
	Iteration 80F: 3 clusters Score -1739193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1739196.250000 Penalty: 4569.369629
	Iteration 81Q: 3 clusters Score -1739196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1739199.250000 Penalty: 4569.369629
	Iteration 82Q: 3 clusters Score -1739199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1739202.750000 Penalty: 4569.369629
	Iteration 83Q: 3 clusters Score -1739203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1739209.500000 Penalty: 4569.369629
	Iteration 84Q: 3 clusters Score -1739210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1739207.625000 Penalty: 4569.369629
	Iteration 85Q: 3 clusters Score -1739208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1739214.375000 Penalty: 4569.369629
	Iteration 86Q: 3 clusters Score -1739214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1739216.125000 Penalty: 4569.369629
	Iteration 87Q: 3 clusters Score -1739216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1739217.875000 Penalty: 4569.369629
	Iteration 88Q: 3 clusters Score -1739218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1739220.250000 Penalty: 4569.369629
	Iteration 89Q: 3 clusters Score -1739220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1739222.500000 Penalty: 4569.369629
	Iteration 90Q: 3 clusters Score -1739222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1739225.000000 Penalty: 4569.369629
	Iteration 91Q: 3 clusters Score -1739225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1739225.125000 Penalty: 4569.369629
	Iteration 92Q: 3 clusters Score -1739225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1739225.000000 Penalty: 4569.369629
	Iteration 93Q: 3 clusters Score -1739225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1739229.375000 Penalty: 4569.369629
	Iteration 94Q: 3 clusters Score -1739229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1739232.000000 Penalty: 4569.369629
	Iteration 95Q: 3 clusters Score -1739232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1739231.500000 Penalty: 4569.369629
	Iteration 96Q: 3 clusters Score -1739232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1739236.750000 Penalty: 4569.369629
	Iteration 97Q: 3 clusters Score -1739237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1739235.750000 Penalty: 4569.369629
	Iteration 98Q: 3 clusters Score -1739236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1739236.000000 Penalty: 4569.369629
	Iteration 99Q: 3 clusters Score -1739236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1739238.250000 Penalty: 4569.369629
	Iteration 100F: 3 clusters Score -1739238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1739237.250000 Penalty: 4569.369629
	Iteration 101Q: 3 clusters Score -1739237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1739238.375000 Penalty: 4569.369629
	Iteration 102Q: 3 clusters Score -1739238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1739239.125000 Penalty: 4569.369629
	Iteration 103Q: 3 clusters Score -1739239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1739240.875000 Penalty: 4569.369629
	Iteration 104Q: 3 clusters Score -1739241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1739240.875000 Penalty: 4569.369629
	Iteration 105F: 3 clusters Score -1739241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Entering Unmasked Estep 
Score: -7132716.500000 Penalty: 2625.535645
	Iteration 0F: 2 clusters Score -7132716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -7106241.500000 Penalty: 5251.071289
	Iteration 0F: 3 clusters Score -7106242 nChanged 18211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -7116283.500000 Penalty: 5251.071289
	Iteration 1F: 3 clusters Score -7116284 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -7116921.500000 Penalty: 5251.071289
	Iteration 2Q: 3 clusters Score -7116922 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -7117683.500000 Penalty: 5251.071289
	Iteration 3Q: 3 clusters Score -7117684 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -7118692.000000 Penalty: 5251.071289
	Iteration 4F: 3 clusters Score -7118692 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -7120233.000000 Penalty: 5251.071289
	Iteration 5F: 3 clusters Score -7120233 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7122604.500000 Penalty: 5251.071289
	Iteration 6F: 3 clusters Score -7122604 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -7125498.000000 Penalty: 5251.071289
	Iteration 7F: 3 clusters Score -7125498 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7128015.000000 Penalty: 5251.071289
	Iteration 8F: 3 clusters Score -7128015 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7129435.000000 Penalty: 5251.071289
	Iteration 9Q: 3 clusters Score -7129435 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7130010.000000 Penalty: 5251.071289
	Iteration 10Q: 3 clusters Score -7130010 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7130253.000000 Penalty: 5251.071289
	Iteration 11Q: 3 clusters Score -7130253 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7130328.000000 Penalty: 5251.071289
	Iteration 12Q: 3 clusters Score -7130328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7130355.000000 Penalty: 5251.071289
	Iteration 13Q: 3 clusters Score -7130355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7130366.500000 Penalty: 5251.071289
	Iteration 14Q: 3 clusters Score -7130366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7130388.000000 Penalty: 5251.071289
	Iteration 15Q: 3 clusters Score -7130388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7130406.000000 Penalty: 5251.071289
	Iteration 16Q: 3 clusters Score -7130406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7130424.500000 Penalty: 5251.071289
	Iteration 17Q: 3 clusters Score -7130424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7130431.000000 Penalty: 5251.071289
	Iteration 18Q: 3 clusters Score -7130431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7130444.000000 Penalty: 5251.071289
	Iteration 19Q: 3 clusters Score -7130444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7130451.500000 Penalty: 5251.071289
	Iteration 20F: 3 clusters Score -7130452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7130453.500000 Penalty: 5251.071289
	Iteration 21Q: 3 clusters Score -7130454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7130453.500000 Penalty: 5251.071289
	Iteration 22F: 3 clusters Score -7130454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Entering Unmasked Estep 
Score: -8124992.000000 Penalty: 2655.450195
	Iteration 0F: 2 clusters Score -8124992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -8096172.500000 Penalty: 5310.900391
	Iteration 0F: 3 clusters Score -8096172 nChanged 20469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -8107508.000000 Penalty: 5310.900391
	Iteration 1F: 3 clusters Score -8107508 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8108100.500000 Penalty: 5310.900391
	Iteration 2Q: 3 clusters Score -8108100 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -8108795.500000 Penalty: 5310.900391
	Iteration 3Q: 3 clusters Score -8108796 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -8109691.500000 Penalty: 5310.900391
	Iteration 4Q: 3 clusters Score -8109692 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -8111045.000000 Penalty: 5310.900391
	Iteration 5F: 3 clusters Score -8111045 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -8112940.500000 Penalty: 5310.900391
	Iteration 6F: 3 clusters Score -8112940 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -8115213.500000 Penalty: 5310.900391
	Iteration 7F: 3 clusters Score -8115214 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8117503.500000 Penalty: 5310.900391
	Iteration 8F: 3 clusters Score -8117504 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -8119444.000000 Penalty: 5310.900391
	Iteration 9F: 3 clusters Score -8119444 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -8120819.000000 Penalty: 5310.900391
	Iteration 10Q: 3 clusters Score -8120819 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -8121691.500000 Penalty: 5310.900391
	Iteration 11Q: 3 clusters Score -8121692 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -8122168.500000 Penalty: 5310.900391
	Iteration 12Q: 3 clusters Score -8122168 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8122452.000000 Penalty: 5310.900391
	Iteration 13Q: 3 clusters Score -8122452 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -8122570.000000 Penalty: 5310.900391
	Iteration 14Q: 3 clusters Score -8122570 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8122680.000000 Penalty: 5310.900391
	Iteration 15Q: 3 clusters Score -8122680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -8122710.500000 Penalty: 5310.900391
	Iteration 16Q: 3 clusters Score -8122710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8122747.000000 Penalty: 5310.900391
	Iteration 17Q: 3 clusters Score -8122747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8122760.500000 Penalty: 5310.900391
	Iteration 18Q: 3 clusters Score -8122760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8122794.500000 Penalty: 5310.900391
	Iteration 19Q: 3 clusters Score -8122794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -8122803.000000 Penalty: 5310.900391
	Iteration 20F: 3 clusters Score -8122803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -8122815.500000 Penalty: 5310.900391
	Iteration 21Q: 3 clusters Score -8122816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -8122818.000000 Penalty: 5310.900391
	Iteration 22Q: 3 clusters Score -8122818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -8122831.500000 Penalty: 5310.900391
	Iteration 23Q: 3 clusters Score -8122832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8122842.000000 Penalty: 5310.900391
	Iteration 24Q: 3 clusters Score -8122842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8122846.500000 Penalty: 5310.900391
	Iteration 25Q: 3 clusters Score -8122846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8122852.000000 Penalty: 5310.900391
	Iteration 26Q: 3 clusters Score -8122852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -8122852.500000 Penalty: 5310.900391
	Iteration 27Q: 3 clusters Score -8122852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8122866.500000 Penalty: 5310.900391
	Iteration 28Q: 3 clusters Score -8122866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -8122861.000000 Penalty: 5310.900391
	Iteration 29Q: 3 clusters Score -8122861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8122870.000000 Penalty: 5310.900391
	Iteration 30Q: 3 clusters Score -8122870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8122870.000000 Penalty: 5310.900391
	Iteration 31F: 3 clusters Score -8122870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Entering Unmasked Estep 
Score: -8378771.500000 Penalty: 2664.163574
	Iteration 0F: 2 clusters Score -8378772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -8349384.500000 Penalty: 5328.327148
	Iteration 0F: 3 clusters Score -8349384 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8360969.000000 Penalty: 5328.327148
	Iteration 1F: 3 clusters Score -8360969 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -8361420.000000 Penalty: 5328.327148
	Iteration 2Q: 3 clusters Score -8361420 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8361886.500000 Penalty: 5328.327148
	Iteration 3Q: 3 clusters Score -8361886 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -8362313.500000 Penalty: 5328.327148
	Iteration 4Q: 3 clusters Score -8362314 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -8362782.000000 Penalty: 5328.327148
	Iteration 5Q: 3 clusters Score -8362782 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -8363504.000000 Penalty: 5328.327148
	Iteration 6Q: 3 clusters Score -8363504 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -8364604.500000 Penalty: 5328.327148
	Iteration 7Q: 3 clusters Score -8364604 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -8366288.000000 Penalty: 5328.327148
	Iteration 8F: 3 clusters Score -8366288 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -8368683.500000 Penalty: 5328.327148
	Iteration 9F: 3 clusters Score -8368684 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -8371463.000000 Penalty: 5328.327148
	Iteration 10F: 3 clusters Score -8371463 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -8373832.000000 Penalty: 5328.327148
	Iteration 11F: 3 clusters Score -8373832 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8375175.500000 Penalty: 5328.327148
	Iteration 12Q: 3 clusters Score -8375176 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8375834.000000 Penalty: 5328.327148
	Iteration 13Q: 3 clusters Score -8375834 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8376168.000000 Penalty: 5328.327148
	Iteration 14Q: 3 clusters Score -8376168 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8376313.000000 Penalty: 5328.327148
	Iteration 15Q: 3 clusters Score -8376313 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8376438.500000 Penalty: 5328.327148
	Iteration 16Q: 3 clusters Score -8376438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8376476.500000 Penalty: 5328.327148
	Iteration 17Q: 3 clusters Score -8376476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8376519.000000 Penalty: 5328.327148
	Iteration 18Q: 3 clusters Score -8376519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8376546.000000 Penalty: 5328.327148
	Iteration 19Q: 3 clusters Score -8376546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8376566.500000 Penalty: 5328.327148
	Iteration 20F: 3 clusters Score -8376566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8376575.000000 Penalty: 5328.327148
	Iteration 21Q: 3 clusters Score -8376575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8376593.500000 Penalty: 5328.327148
	Iteration 22Q: 3 clusters Score -8376594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8376592.000000 Penalty: 5328.327148
	Iteration 23Q: 3 clusters Score -8376592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8376586.500000 Penalty: 5328.327148
	Iteration 24Q: 3 clusters Score -8376586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8376594.000000 Penalty: 5328.327148
	Iteration 25Q: 3 clusters Score -8376594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8376590.500000 Penalty: 5328.327148
	Iteration 26Q: 3 clusters Score -8376590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8376591.000000 Penalty: 5328.327148
	Iteration 27Q: 3 clusters Score -8376591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8376591.000000 Penalty: 5328.327148
	Iteration 28F: 3 clusters Score -8376591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Entering Unmasked Estep 
Score: -2859314.000000 Penalty: 2402.732178
	Iteration 0F: 2 clusters Score -2859314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2847770.000000 Penalty: 4805.464355
	Iteration 0F: 3 clusters Score -2847770 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2851637.000000 Penalty: 4805.464355
	Iteration 1F: 3 clusters Score -2851637 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2852037.500000 Penalty: 4805.464355
	Iteration 2F: 3 clusters Score -2852038 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2852316.500000 Penalty: 4805.464355
	Iteration 3Q: 3 clusters Score -2852316 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2852578.750000 Penalty: 4805.464355
	Iteration 4Q: 3 clusters Score -2852579 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2852822.750000 Penalty: 4805.464355
	Iteration 5Q: 3 clusters Score -2852823 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2853031.500000 Penalty: 4805.464355
	Iteration 6Q: 3 clusters Score -2853032 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2853227.500000 Penalty: 4805.464355
	Iteration 7Q: 3 clusters Score -2853228 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2853430.750000 Penalty: 4805.464355
	Iteration 8Q: 3 clusters Score -2853431 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2853650.500000 Penalty: 4805.464355
	Iteration 9Q: 3 clusters Score -2853650 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2853868.750000 Penalty: 4805.464355
	Iteration 10Q: 3 clusters Score -2853869 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2854112.250000 Penalty: 4805.464355
	Iteration 11Q: 3 clusters Score -2854112 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2854344.000000 Penalty: 4805.464355
	Iteration 12Q: 3 clusters Score -2854344 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2854578.000000 Penalty: 4805.464355
	Iteration 13Q: 3 clusters Score -2854578 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2854844.500000 Penalty: 4805.464355
	Iteration 14Q: 3 clusters Score -2854844 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2855115.500000 Penalty: 4805.464355
	Iteration 15Q: 3 clusters Score -2855116 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2855378.750000 Penalty: 4805.464355
	Iteration 16Q: 3 clusters Score -2855379 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2855611.750000 Penalty: 4805.464355
	Iteration 17Q: 3 clusters Score -2855612 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2855830.500000 Penalty: 4805.464355
	Iteration 18Q: 3 clusters Score -2855830 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2856008.250000 Penalty: 4805.464355
	Iteration 19Q: 3 clusters Score -2856008 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2856192.750000 Penalty: 4805.464355
	Iteration 20F: 3 clusters Score -2856193 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2856369.500000 Penalty: 4805.464355
	Iteration 21Q: 3 clusters Score -2856370 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2856548.500000 Penalty: 4805.464355
	Iteration 22Q: 3 clusters Score -2856548 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2856718.000000 Penalty: 4805.464355
	Iteration 23Q: 3 clusters Score -2856718 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2856867.750000 Penalty: 4805.464355
	Iteration 24Q: 3 clusters Score -2856868 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2856983.500000 Penalty: 4805.464355
	Iteration 25Q: 3 clusters Score -2856984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2857094.000000 Penalty: 4805.464355
	Iteration 26Q: 3 clusters Score -2857094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2857192.250000 Penalty: 4805.464355
	Iteration 27Q: 3 clusters Score -2857192 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2857263.750000 Penalty: 4805.464355
	Iteration 28Q: 3 clusters Score -2857264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2857319.000000 Penalty: 4805.464355
	Iteration 29Q: 3 clusters Score -2857319 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2857357.250000 Penalty: 4805.464355
	Iteration 30Q: 3 clusters Score -2857357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2857370.000000 Penalty: 4805.464355
	Iteration 31Q: 3 clusters Score -2857370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2857398.750000 Penalty: 4805.464355
	Iteration 32Q: 3 clusters Score -2857399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2857425.500000 Penalty: 4805.464355
	Iteration 33Q: 3 clusters Score -2857426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2857437.500000 Penalty: 4805.464355
	Iteration 34Q: 3 clusters Score -2857438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2857458.500000 Penalty: 4805.464355
	Iteration 35Q: 3 clusters Score -2857458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2857464.500000 Penalty: 4805.464355
	Iteration 36Q: 3 clusters Score -2857464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2857466.750000 Penalty: 4805.464355
	Iteration 37Q: 3 clusters Score -2857467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2857475.000000 Penalty: 4805.464355
	Iteration 38Q: 3 clusters Score -2857475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2857484.750000 Penalty: 4805.464355
	Iteration 39Q: 3 clusters Score -2857485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2857486.250000 Penalty: 4805.464355
	Iteration 40F: 3 clusters Score -2857486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2857494.250000 Penalty: 4805.464355
	Iteration 41Q: 3 clusters Score -2857494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2857497.500000 Penalty: 4805.464355
	Iteration 42Q: 3 clusters Score -2857498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2857501.500000 Penalty: 4805.464355
	Iteration 43Q: 3 clusters Score -2857502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2857501.500000 Penalty: 4805.464355
	Iteration 44F: 3 clusters Score -2857502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -1188161.875000 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -1188162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1182479.000000 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -1182479 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1183993.000000 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -1183993 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1184304.125000 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -1184304 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1184601.125000 Penalty: 4375.871582
	Iteration 3F: 3 clusters Score -1184601 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1184958.125000 Penalty: 4375.871582
	Iteration 4F: 3 clusters Score -1184958 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1185306.750000 Penalty: 4375.871582
	Iteration 5F: 3 clusters Score -1185307 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1185658.750000 Penalty: 4375.871582
	Iteration 6F: 3 clusters Score -1185659 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1186000.625000 Penalty: 4375.871582
	Iteration 7F: 3 clusters Score -1186001 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1186260.250000 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -1186260 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1186478.000000 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -1186478 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1186615.125000 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -1186615 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1186712.000000 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -1186712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1186812.625000 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -1186813 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1186902.000000 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -1186902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1186969.000000 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -1186969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1187002.125000 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -1187002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1187032.625000 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -1187033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1187050.250000 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -1187050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1187060.000000 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -1187060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1187074.875000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -1187075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1187083.750000 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -1187084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1187089.500000 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -1187090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1187088.750000 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -1187089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1187093.625000 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -1187094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1187094.750000 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -1187095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1187099.000000 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -1187099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1187100.875000 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -1187101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1187104.000000 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -1187104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1187103.625000 Penalty: 4375.871582
	Iteration 28Q: 3 clusters Score -1187104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1187105.375000 Penalty: 4375.871582
	Iteration 29Q: 3 clusters Score -1187105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1187107.750000 Penalty: 4375.871582
	Iteration 30Q: 3 clusters Score -1187108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1187108.500000 Penalty: 4375.871582
	Iteration 31Q: 3 clusters Score -1187108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1187108.875000 Penalty: 4375.871582
	Iteration 32Q: 3 clusters Score -1187109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1187110.875000 Penalty: 4375.871582
	Iteration 33Q: 3 clusters Score -1187111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1187111.625000 Penalty: 4375.871582
	Iteration 34Q: 3 clusters Score -1187112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1187114.750000 Penalty: 4375.871582
	Iteration 35Q: 3 clusters Score -1187115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1187116.250000 Penalty: 4375.871582
	Iteration 36Q: 3 clusters Score -1187116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1187116.125000 Penalty: 4375.871582
	Iteration 37Q: 3 clusters Score -1187116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1187117.500000 Penalty: 4375.871582
	Iteration 38Q: 3 clusters Score -1187118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1187121.500000 Penalty: 4375.871582
	Iteration 39Q: 3 clusters Score -1187122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1187122.625000 Penalty: 4375.871582
	Iteration 40F: 3 clusters Score -1187123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1187126.500000 Penalty: 4375.871582
	Iteration 41Q: 3 clusters Score -1187126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1187125.875000 Penalty: 4375.871582
	Iteration 42Q: 3 clusters Score -1187126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1187127.250000 Penalty: 4375.871582
	Iteration 43Q: 3 clusters Score -1187127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1187129.625000 Penalty: 4375.871582
	Iteration 44Q: 3 clusters Score -1187130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1187129.750000 Penalty: 4375.871582
	Iteration 45Q: 3 clusters Score -1187130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1187130.125000 Penalty: 4375.871582
	Iteration 46Q: 3 clusters Score -1187130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1187132.500000 Penalty: 4375.871582
	Iteration 47Q: 3 clusters Score -1187132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1187132.125000 Penalty: 4375.871582
	Iteration 48Q: 3 clusters Score -1187132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1187134.625000 Penalty: 4375.871582
	Iteration 49Q: 3 clusters Score -1187135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1187133.625000 Penalty: 4375.871582
	Iteration 50Q: 3 clusters Score -1187134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1187132.875000 Penalty: 4375.871582
	Iteration 51Q: 3 clusters Score -1187133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1187133.750000 Penalty: 4375.871582
	Iteration 52Q: 3 clusters Score -1187134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1187133.750000 Penalty: 4375.871582
	Iteration 53F: 3 clusters Score -1187134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Entering Unmasked Estep 
Score: -7063746.500000 Penalty: 2622.054932
	Iteration 0F: 2 clusters Score -7063746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -7037361.500000 Penalty: 5244.109863
	Iteration 0F: 3 clusters Score -7037362 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -7046982.500000 Penalty: 5244.109863
	Iteration 1F: 3 clusters Score -7046982 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -7047401.500000 Penalty: 5244.109863
	Iteration 2Q: 3 clusters Score -7047402 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -7047754.500000 Penalty: 5244.109863
	Iteration 3Q: 3 clusters Score -7047754 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7048096.000000 Penalty: 5244.109863
	Iteration 4Q: 3 clusters Score -7048096 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -7048415.000000 Penalty: 5244.109863
	Iteration 5Q: 3 clusters Score -7048415 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -7048738.000000 Penalty: 5244.109863
	Iteration 6Q: 3 clusters Score -7048738 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -7049081.000000 Penalty: 5244.109863
	Iteration 7Q: 3 clusters Score -7049081 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -7049489.500000 Penalty: 5244.109863
	Iteration 8Q: 3 clusters Score -7049490 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -7050084.500000 Penalty: 5244.109863
	Iteration 9Q: 3 clusters Score -7050084 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -7050862.000000 Penalty: 5244.109863
	Iteration 10Q: 3 clusters Score -7050862 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -7051908.000000 Penalty: 5244.109863
	Iteration 11Q: 3 clusters Score -7051908 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -7053360.500000 Penalty: 5244.109863
	Iteration 12F: 3 clusters Score -7053360 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -7054968.500000 Penalty: 5244.109863
	Iteration 13F: 3 clusters Score -7054968 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -7056288.500000 Penalty: 5244.109863
	Iteration 14F: 3 clusters Score -7056288 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -7057049.000000 Penalty: 5244.109863
	Iteration 15Q: 3 clusters Score -7057049 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -7057377.000000 Penalty: 5244.109863
	Iteration 16Q: 3 clusters Score -7057377 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -7057558.500000 Penalty: 5244.109863
	Iteration 17Q: 3 clusters Score -7057558 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -7057715.500000 Penalty: 5244.109863
	Iteration 18Q: 3 clusters Score -7057716 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -7057818.000000 Penalty: 5244.109863
	Iteration 19Q: 3 clusters Score -7057818 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -7057910.500000 Penalty: 5244.109863
	Iteration 20F: 3 clusters Score -7057910 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -7058040.500000 Penalty: 5244.109863
	Iteration 21Q: 3 clusters Score -7058040 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -7058107.000000 Penalty: 5244.109863
	Iteration 22Q: 3 clusters Score -7058107 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -7058181.000000 Penalty: 5244.109863
	Iteration 23Q: 3 clusters Score -7058181 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -7058244.500000 Penalty: 5244.109863
	Iteration 24Q: 3 clusters Score -7058244 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -7058315.000000 Penalty: 5244.109863
	Iteration 25Q: 3 clusters Score -7058315 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -7058396.000000 Penalty: 5244.109863
	Iteration 26Q: 3 clusters Score -7058396 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -7058466.500000 Penalty: 5244.109863
	Iteration 27Q: 3 clusters Score -7058466 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -7058556.500000 Penalty: 5244.109863
	Iteration 28Q: 3 clusters Score -7058556 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -7058629.500000 Penalty: 5244.109863
	Iteration 29Q: 3 clusters Score -7058630 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -7058712.500000 Penalty: 5244.109863
	Iteration 30Q: 3 clusters Score -7058712 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -7058758.500000 Penalty: 5244.109863
	Iteration 31Q: 3 clusters Score -7058758 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -7058849.000000 Penalty: 5244.109863
	Iteration 32Q: 3 clusters Score -7058849 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -7058956.500000 Penalty: 5244.109863
	Iteration 33Q: 3 clusters Score -7058956 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -7059017.000000 Penalty: 5244.109863
	Iteration 34Q: 3 clusters Score -7059017 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -7059087.500000 Penalty: 5244.109863
	Iteration 35Q: 3 clusters Score -7059088 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -7059186.500000 Penalty: 5244.109863
	Iteration 36Q: 3 clusters Score -7059186 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -7059285.000000 Penalty: 5244.109863
	Iteration 37Q: 3 clusters Score -7059285 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -7059396.500000 Penalty: 5244.109863
	Iteration 38Q: 3 clusters Score -7059396 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -7059508.500000 Penalty: 5244.109863
	Iteration 39Q: 3 clusters Score -7059508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -7059564.000000 Penalty: 5244.109863
	Iteration 40F: 3 clusters Score -7059564 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7059654.000000 Penalty: 5244.109863
	Iteration 41Q: 3 clusters Score -7059654 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7059745.500000 Penalty: 5244.109863
	Iteration 42Q: 3 clusters Score -7059746 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -7059844.500000 Penalty: 5244.109863
	Iteration 43Q: 3 clusters Score -7059844 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7059944.500000 Penalty: 5244.109863
	Iteration 44Q: 3 clusters Score -7059944 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -7059962.000000 Penalty: 5244.109863
	Iteration 45Q: 3 clusters Score -7059962 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7060059.500000 Penalty: 5244.109863
	Iteration 46Q: 3 clusters Score -7060060 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -7060122.500000 Penalty: 5244.109863
	Iteration 47Q: 3 clusters Score -7060122 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -7060196.000000 Penalty: 5244.109863
	Iteration 48Q: 3 clusters Score -7060196 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -7060271.000000 Penalty: 5244.109863
	Iteration 49Q: 3 clusters Score -7060271 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7060361.500000 Penalty: 5244.109863
	Iteration 50Q: 3 clusters Score -7060362 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7060445.500000 Penalty: 5244.109863
	Iteration 51Q: 3 clusters Score -7060446 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7060534.000000 Penalty: 5244.109863
	Iteration 52Q: 3 clusters Score -7060534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7060581.500000 Penalty: 5244.109863
	Iteration 53Q: 3 clusters Score -7060582 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7060696.500000 Penalty: 5244.109863
	Iteration 54Q: 3 clusters Score -7060696 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7060745.500000 Penalty: 5244.109863
	Iteration 55Q: 3 clusters Score -7060746 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7060777.500000 Penalty: 5244.109863
	Iteration 56Q: 3 clusters Score -7060778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7060827.500000 Penalty: 5244.109863
	Iteration 57Q: 3 clusters Score -7060828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7060904.500000 Penalty: 5244.109863
	Iteration 58Q: 3 clusters Score -7060904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7060947.500000 Penalty: 5244.109863
	Iteration 59Q: 3 clusters Score -7060948 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7060972.000000 Penalty: 5244.109863
	Iteration 60F: 3 clusters Score -7060972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7061012.000000 Penalty: 5244.109863
	Iteration 61Q: 3 clusters Score -7061012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7061024.000000 Penalty: 5244.109863
	Iteration 62Q: 3 clusters Score -7061024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7061051.500000 Penalty: 5244.109863
	Iteration 63Q: 3 clusters Score -7061052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7061101.000000 Penalty: 5244.109863
	Iteration 64Q: 3 clusters Score -7061101 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7061137.000000 Penalty: 5244.109863
	Iteration 65Q: 3 clusters Score -7061137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7061182.000000 Penalty: 5244.109863
	Iteration 66Q: 3 clusters Score -7061182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7061210.000000 Penalty: 5244.109863
	Iteration 67Q: 3 clusters Score -7061210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7061229.500000 Penalty: 5244.109863
	Iteration 68Q: 3 clusters Score -7061230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7061253.000000 Penalty: 5244.109863
	Iteration 69Q: 3 clusters Score -7061253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7061275.500000 Penalty: 5244.109863
	Iteration 70Q: 3 clusters Score -7061276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7061303.500000 Penalty: 5244.109863
	Iteration 71Q: 3 clusters Score -7061304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7061321.500000 Penalty: 5244.109863
	Iteration 72Q: 3 clusters Score -7061322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7061346.500000 Penalty: 5244.109863
	Iteration 73Q: 3 clusters Score -7061346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7061364.000000 Penalty: 5244.109863
	Iteration 74Q: 3 clusters Score -7061364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7061363.000000 Penalty: 5244.109863
	Iteration 75Q: 3 clusters Score -7061363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7061379.500000 Penalty: 5244.109863
	Iteration 76Q: 3 clusters Score -7061380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7061387.000000 Penalty: 5244.109863
	Iteration 77Q: 3 clusters Score -7061387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7061390.500000 Penalty: 5244.109863
	Iteration 78Q: 3 clusters Score -7061390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7061385.000000 Penalty: 5244.109863
	Iteration 79Q: 3 clusters Score -7061385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7061396.500000 Penalty: 5244.109863
	Iteration 80F: 3 clusters Score -7061396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7061395.500000 Penalty: 5244.109863
	Iteration 81Q: 3 clusters Score -7061396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7061401.000000 Penalty: 5244.109863
	Iteration 82Q: 3 clusters Score -7061401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7061392.500000 Penalty: 5244.109863
	Iteration 83Q: 3 clusters Score -7061392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7061390.000000 Penalty: 5244.109863
	Iteration 84Q: 3 clusters Score -7061390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7061389.500000 Penalty: 5244.109863
	Iteration 85Q: 3 clusters Score -7061390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7061403.000000 Penalty: 5244.109863
	Iteration 86Q: 3 clusters Score -7061403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7061407.500000 Penalty: 5244.109863
	Iteration 87Q: 3 clusters Score -7061408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7061406.500000 Penalty: 5244.109863
	Iteration 88Q: 3 clusters Score -7061406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7061408.500000 Penalty: 5244.109863
	Iteration 89Q: 3 clusters Score -7061408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7061404.500000 Penalty: 5244.109863
	Iteration 90Q: 3 clusters Score -7061404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7061412.500000 Penalty: 5244.109863
	Iteration 91Q: 3 clusters Score -7061412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7061406.000000 Penalty: 5244.109863
	Iteration 92Q: 3 clusters Score -7061406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7061419.000000 Penalty: 5244.109863
	Iteration 93Q: 3 clusters Score -7061419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7061423.500000 Penalty: 5244.109863
	Iteration 94Q: 3 clusters Score -7061424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7061439.000000 Penalty: 5244.109863
	Iteration 95Q: 3 clusters Score -7061439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7061441.500000 Penalty: 5244.109863
	Iteration 96Q: 3 clusters Score -7061442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7061447.000000 Penalty: 5244.109863
	Iteration 97Q: 3 clusters Score -7061447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7061458.500000 Penalty: 5244.109863
	Iteration 98Q: 3 clusters Score -7061458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7061473.000000 Penalty: 5244.109863
	Iteration 99Q: 3 clusters Score -7061473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7061462.500000 Penalty: 5244.109863
	Iteration 100F: 3 clusters Score -7061462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7061464.000000 Penalty: 5244.109863
	Iteration 101Q: 3 clusters Score -7061464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7061469.000000 Penalty: 5244.109863
	Iteration 102Q: 3 clusters Score -7061469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7061467.500000 Penalty: 5244.109863
	Iteration 103Q: 3 clusters Score -7061468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7061467.500000 Penalty: 5244.109863
	Iteration 104F: 3 clusters Score -7061468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -1458655.125000 Penalty: 2235.522705
	Iteration 0F: 2 clusters Score -1458655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1452102.625000 Penalty: 4471.045410
	Iteration 0F: 3 clusters Score -1452103 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1453931.625000 Penalty: 4471.045410
	Iteration 1F: 3 clusters Score -1453932 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1454263.875000 Penalty: 4471.045410
	Iteration 2F: 3 clusters Score -1454264 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1454565.625000 Penalty: 4471.045410
	Iteration 3F: 3 clusters Score -1454566 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1454876.000000 Penalty: 4471.045410
	Iteration 4F: 3 clusters Score -1454876 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1455180.125000 Penalty: 4471.045410
	Iteration 5F: 3 clusters Score -1455180 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1455434.875000 Penalty: 4471.045410
	Iteration 6F: 3 clusters Score -1455435 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1455635.875000 Penalty: 4471.045410
	Iteration 7Q: 3 clusters Score -1455636 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1455849.625000 Penalty: 4471.045410
	Iteration 8Q: 3 clusters Score -1455850 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1456068.875000 Penalty: 4471.045410
	Iteration 9Q: 3 clusters Score -1456069 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1456250.875000 Penalty: 4471.045410
	Iteration 10Q: 3 clusters Score -1456251 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1456392.625000 Penalty: 4471.045410
	Iteration 11Q: 3 clusters Score -1456393 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1456480.125000 Penalty: 4471.045410
	Iteration 12Q: 3 clusters Score -1456480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1456549.750000 Penalty: 4471.045410
	Iteration 13Q: 3 clusters Score -1456550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1456613.000000 Penalty: 4471.045410
	Iteration 14Q: 3 clusters Score -1456613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1456658.250000 Penalty: 4471.045410
	Iteration 15Q: 3 clusters Score -1456658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1456686.750000 Penalty: 4471.045410
	Iteration 16Q: 3 clusters Score -1456687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1456718.375000 Penalty: 4471.045410
	Iteration 17Q: 3 clusters Score -1456718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1456749.625000 Penalty: 4471.045410
	Iteration 18Q: 3 clusters Score -1456750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1456774.125000 Penalty: 4471.045410
	Iteration 19Q: 3 clusters Score -1456774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1456791.625000 Penalty: 4471.045410
	Iteration 20F: 3 clusters Score -1456792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1456811.750000 Penalty: 4471.045410
	Iteration 21Q: 3 clusters Score -1456812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1456828.750000 Penalty: 4471.045410
	Iteration 22Q: 3 clusters Score -1456829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1456840.125000 Penalty: 4471.045410
	Iteration 23Q: 3 clusters Score -1456840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1456848.625000 Penalty: 4471.045410
	Iteration 24Q: 3 clusters Score -1456849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1456853.500000 Penalty: 4471.045410
	Iteration 25Q: 3 clusters Score -1456854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1456857.250000 Penalty: 4471.045410
	Iteration 26Q: 3 clusters Score -1456857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1456867.250000 Penalty: 4471.045410
	Iteration 27Q: 3 clusters Score -1456867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1456877.000000 Penalty: 4471.045410
	Iteration 28Q: 3 clusters Score -1456877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1456882.250000 Penalty: 4471.045410
	Iteration 29Q: 3 clusters Score -1456882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1456883.875000 Penalty: 4471.045410
	Iteration 30Q: 3 clusters Score -1456884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1456887.125000 Penalty: 4471.045410
	Iteration 31Q: 3 clusters Score -1456887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1456886.375000 Penalty: 4471.045410
	Iteration 32Q: 3 clusters Score -1456886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1456890.000000 Penalty: 4471.045410
	Iteration 33Q: 3 clusters Score -1456890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1456894.000000 Penalty: 4471.045410
	Iteration 34Q: 3 clusters Score -1456894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1456894.000000 Penalty: 4471.045410
	Iteration 35Q: 3 clusters Score -1456894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1456894.000000 Penalty: 4471.045410
	Iteration 36F: 3 clusters Score -1456894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Entering Unmasked Estep 
Score: -2406468.000000 Penalty: 2361.748047
	Iteration 0F: 2 clusters Score -2406468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2396491.000000 Penalty: 4723.496094
	Iteration 0F: 3 clusters Score -2396491 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2399590.750000 Penalty: 4723.496094
	Iteration 1F: 3 clusters Score -2399591 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2399932.500000 Penalty: 4723.496094
	Iteration 2F: 3 clusters Score -2399932 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2400236.750000 Penalty: 4723.496094
	Iteration 3Q: 3 clusters Score -2400237 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2400621.250000 Penalty: 4723.496094
	Iteration 4Q: 3 clusters Score -2400621 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2401177.000000 Penalty: 4723.496094
	Iteration 5F: 3 clusters Score -2401177 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2401948.000000 Penalty: 4723.496094
	Iteration 6F: 3 clusters Score -2401948 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2402873.500000 Penalty: 4723.496094
	Iteration 7F: 3 clusters Score -2402874 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2403861.750000 Penalty: 4723.496094
	Iteration 8F: 3 clusters Score -2403862 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2404725.750000 Penalty: 4723.496094
	Iteration 9F: 3 clusters Score -2404726 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2405372.500000 Penalty: 4723.496094
	Iteration 10Q: 3 clusters Score -2405372 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2405755.750000 Penalty: 4723.496094
	Iteration 11Q: 3 clusters Score -2405756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2406035.750000 Penalty: 4723.496094
	Iteration 12Q: 3 clusters Score -2406036 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2406184.750000 Penalty: 4723.496094
	Iteration 13Q: 3 clusters Score -2406185 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2406240.750000 Penalty: 4723.496094
	Iteration 14Q: 3 clusters Score -2406241 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2406269.250000 Penalty: 4723.496094
	Iteration 15Q: 3 clusters Score -2406269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2406281.500000 Penalty: 4723.496094
	Iteration 16Q: 3 clusters Score -2406282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2406291.000000 Penalty: 4723.496094
	Iteration 17Q: 3 clusters Score -2406291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2406297.250000 Penalty: 4723.496094
	Iteration 18Q: 3 clusters Score -2406297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2406297.750000 Penalty: 4723.496094
	Iteration 19Q: 3 clusters Score -2406298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2406303.000000 Penalty: 4723.496094
	Iteration 20F: 3 clusters Score -2406303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2406308.000000 Penalty: 4723.496094
	Iteration 21Q: 3 clusters Score -2406308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2406312.250000 Penalty: 4723.496094
	Iteration 22Q: 3 clusters Score -2406312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2406312.750000 Penalty: 4723.496094
	Iteration 23Q: 3 clusters Score -2406313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2406312.250000 Penalty: 4723.496094
	Iteration 24Q: 3 clusters Score -2406312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2406314.000000 Penalty: 4723.496094
	Iteration 25Q: 3 clusters Score -2406314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2406311.750000 Penalty: 4723.496094
	Iteration 26Q: 3 clusters Score -2406312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2406311.000000 Penalty: 4723.496094
	Iteration 27Q: 3 clusters Score -2406311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2406311.000000 Penalty: 4723.496094
	Iteration 28F: 3 clusters Score -2406311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -262123.093750 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -262123.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -259774.281250 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -259774.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -260564.000000 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -260564 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -260961.531250 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -260961.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -261245.484375 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -261245.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -261451.250000 Penalty: 3684.748047
	Iteration 4F: 3 clusters Score -261451.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -261568.609375 Penalty: 3684.748047
	Iteration 5Q: 3 clusters Score -261568.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261608.250000 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -261608.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261651.437500 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -261651.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -261683.234375 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -261683.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -261720.343750 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -261720.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -261756.000000 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -261756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -261788.125000 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -261788.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -261814.406250 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -261814.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -261847.468750 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -261847.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -261874.078125 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -261874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261888.093750 Penalty: 3684.748047
	Iteration 15Q: 3 clusters Score -261888.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -261899.718750 Penalty: 3684.748047
	Iteration 16Q: 3 clusters Score -261899.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -261911.687500 Penalty: 3684.748047
	Iteration 17Q: 3 clusters Score -261911.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -261921.500000 Penalty: 3684.748047
	Iteration 18Q: 3 clusters Score -261921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -261934.359375 Penalty: 3684.748047
	Iteration 19Q: 3 clusters Score -261934.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -261952.593750 Penalty: 3684.748047
	Iteration 20F: 3 clusters Score -261952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262003.343750 Penalty: 3684.748047
	Iteration 21Q: 3 clusters Score -262003.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -262086.000000 Penalty: 3684.748047
	Iteration 22Q: 3 clusters Score -262086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -262124.093750 Penalty: 3684.748047
	Iteration 23Q: 3 clusters Score -262124.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -262143.250000 Penalty: 3684.748047
	Iteration 24Q: 3 clusters Score -262143.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -262158.031250 Penalty: 3684.748047
	Iteration 25Q: 3 clusters Score -262158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -262174.750000 Penalty: 3684.748047
	Iteration 26Q: 3 clusters Score -262174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -262193.625000 Penalty: 3684.748047
	Iteration 27Q: 3 clusters Score -262193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -262203.281250 Penalty: 3684.748047
	Iteration 28Q: 3 clusters Score -262203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -262211.218750 Penalty: 3684.748047
	Iteration 29Q: 3 clusters Score -262211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -262215.250000 Penalty: 3684.748047
	Iteration 30Q: 3 clusters Score -262215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262216.593750 Penalty: 3684.748047
	Iteration 31Q: 3 clusters Score -262216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262216.593750 Penalty: 3684.748047
	Iteration 32F: 3 clusters Score -262216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44734 members 
Mstep: Class 3 contains 39307 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39531 members 
Mstep: Class 7 contains 50034 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 50000 members 
Mstep: Class 15 contains 37804 members 
Mstep: Class 16 contains 10021 members 
Mstep: Class 17 contains 39610 members 
Mstep: Class 18 contains 44688 members 
Mstep: Class 19 contains 46286 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 39058 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 47438 members 
Mstep: Class 27 contains 45904 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40856 members 
Mstep: Class 32 contains 48526 members 
Mstep: Class 33 contains 70740 members 
Mstep: Class 34 contains 44811 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 23234 members 
Mstep: Class 37 contains 38831 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44882 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41806 members 
Mstep: Class 42 contains 809 members 
Entering Unmasked Estep 
Score: -196420240.000000 Penalty: 145101.093750
Splitting cluster 25 changes total score from -196422128.000000 to -196420240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (47438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Entering Unmasked Estep 
Score: -8567810.000000 Penalty: 2670.260254
	Iteration 0F: 2 clusters Score -8567810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8537663.000000 Penalty: 5340.520508
	Iteration 0F: 3 clusters Score -8537663 nChanged 21846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8549830.000000 Penalty: 5340.520508
	Iteration 1F: 3 clusters Score -8549830 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -8550556.000000 Penalty: 5340.520508
	Iteration 2Q: 3 clusters Score -8550556 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -8551549.000000 Penalty: 5340.520508
	Iteration 3Q: 3 clusters Score -8551549 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -8552727.000000 Penalty: 5340.520508
	Iteration 4F: 3 clusters Score -8552727 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -8554347.000000 Penalty: 5340.520508
	Iteration 5F: 3 clusters Score -8554347 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -8556374.000000 Penalty: 5340.520508
	Iteration 6F: 3 clusters Score -8556374 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -8558700.000000 Penalty: 5340.520508
	Iteration 7F: 3 clusters Score -8558700 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -8561276.000000 Penalty: 5340.520508
	Iteration 8F: 3 clusters Score -8561276 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8563170.000000 Penalty: 5340.520508
	Iteration 9Q: 3 clusters Score -8563170 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8564288.000000 Penalty: 5340.520508
	Iteration 10Q: 3 clusters Score -8564288 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8564890.000000 Penalty: 5340.520508
	Iteration 11Q: 3 clusters Score -8564890 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8565167.000000 Penalty: 5340.520508
	Iteration 12Q: 3 clusters Score -8565167 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8565310.000000 Penalty: 5340.520508
	Iteration 13Q: 3 clusters Score -8565310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8565401.000000 Penalty: 5340.520508
	Iteration 14Q: 3 clusters Score -8565401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8565453.000000 Penalty: 5340.520508
	Iteration 15Q: 3 clusters Score -8565453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8565486.000000 Penalty: 5340.520508
	Iteration 16Q: 3 clusters Score -8565486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8565508.000000 Penalty: 5340.520508
	Iteration 17Q: 3 clusters Score -8565508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8565509.000000 Penalty: 5340.520508
	Iteration 18Q: 3 clusters Score -8565509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8565518.000000 Penalty: 5340.520508
	Iteration 19Q: 3 clusters Score -8565518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8565523.000000 Penalty: 5340.520508
	Iteration 20F: 3 clusters Score -8565523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8565528.000000 Penalty: 5340.520508
	Iteration 21Q: 3 clusters Score -8565528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8565526.000000 Penalty: 5340.520508
	Iteration 22Q: 3 clusters Score -8565526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8565531.000000 Penalty: 5340.520508
	Iteration 23Q: 3 clusters Score -8565531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8565531.000000 Penalty: 5340.520508
	Iteration 24Q: 3 clusters Score -8565531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8565531.000000 Penalty: 5340.520508
	Iteration 25F: 3 clusters Score -8565531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Entering Unmasked Estep 
Score: -8300890.500000 Penalty: 2662.108154
	Iteration 0F: 2 clusters Score -8300890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -8270686.500000 Penalty: 5324.216309
	Iteration 0F: 3 clusters Score -8270686 nChanged 21281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -8282551.500000 Penalty: 5324.216309
	Iteration 1F: 3 clusters Score -8282552 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -8283193.500000 Penalty: 5324.216309
	Iteration 2Q: 3 clusters Score -8283194 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -8283766.000000 Penalty: 5324.216309
	Iteration 3Q: 3 clusters Score -8283766 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -8284311.000000 Penalty: 5324.216309
	Iteration 4Q: 3 clusters Score -8284311 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -8285075.500000 Penalty: 5324.216309
	Iteration 5Q: 3 clusters Score -8285076 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -8286200.500000 Penalty: 5324.216309
	Iteration 6Q: 3 clusters Score -8286200 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -8287885.000000 Penalty: 5324.216309
	Iteration 7F: 3 clusters Score -8287885 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -8290461.000000 Penalty: 5324.216309
	Iteration 8F: 3 clusters Score -8290461 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8293373.500000 Penalty: 5324.216309
	Iteration 9F: 3 clusters Score -8293374 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -8295871.500000 Penalty: 5324.216309
	Iteration 10F: 3 clusters Score -8295872 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8297272.500000 Penalty: 5324.216309
	Iteration 11Q: 3 clusters Score -8297272 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8298040.000000 Penalty: 5324.216309
	Iteration 12Q: 3 clusters Score -8298040 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8298341.500000 Penalty: 5324.216309
	Iteration 13Q: 3 clusters Score -8298342 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8298495.500000 Penalty: 5324.216309
	Iteration 14Q: 3 clusters Score -8298496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8298566.000000 Penalty: 5324.216309
	Iteration 15Q: 3 clusters Score -8298566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8298591.000000 Penalty: 5324.216309
	Iteration 16Q: 3 clusters Score -8298591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8298624.500000 Penalty: 5324.216309
	Iteration 17Q: 3 clusters Score -8298624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8298638.000000 Penalty: 5324.216309
	Iteration 18Q: 3 clusters Score -8298638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8298657.500000 Penalty: 5324.216309
	Iteration 19Q: 3 clusters Score -8298658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8298666.000000 Penalty: 5324.216309
	Iteration 20F: 3 clusters Score -8298666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8298666.500000 Penalty: 5324.216309
	Iteration 21Q: 3 clusters Score -8298666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8298679.000000 Penalty: 5324.216309
	Iteration 22Q: 3 clusters Score -8298679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8298685.500000 Penalty: 5324.216309
	Iteration 23Q: 3 clusters Score -8298686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8298693.500000 Penalty: 5324.216309
	Iteration 24Q: 3 clusters Score -8298694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8298699.500000 Penalty: 5324.216309
	Iteration 25Q: 3 clusters Score -8298700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8298700.000000 Penalty: 5324.216309
	Iteration 26Q: 3 clusters Score -8298700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8298717.500000 Penalty: 5324.216309
	Iteration 27Q: 3 clusters Score -8298718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8298725.500000 Penalty: 5324.216309
	Iteration 28Q: 3 clusters Score -8298726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8298726.500000 Penalty: 5324.216309
	Iteration 29Q: 3 clusters Score -8298726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8298737.500000 Penalty: 5324.216309
	Iteration 30Q: 3 clusters Score -8298738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8298741.000000 Penalty: 5324.216309
	Iteration 31Q: 3 clusters Score -8298741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8298743.000000 Penalty: 5324.216309
	Iteration 32Q: 3 clusters Score -8298743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8298747.000000 Penalty: 5324.216309
	Iteration 33Q: 3 clusters Score -8298747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8298747.000000 Penalty: 5324.216309
	Iteration 34F: 3 clusters Score -8298747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Entering Unmasked Estep 
Score: -1859897.250000 Penalty: 2295.436279
	Iteration 0F: 2 clusters Score -1859897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1851879.000000 Penalty: 4590.872559
	Iteration 0F: 3 clusters Score -1851879 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1854388.625000 Penalty: 4590.872559
	Iteration 1F: 3 clusters Score -1854389 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1854761.750000 Penalty: 4590.872559
	Iteration 2F: 3 clusters Score -1854762 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1855034.125000 Penalty: 4590.872559
	Iteration 3F: 3 clusters Score -1855034 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1855267.000000 Penalty: 4590.872559
	Iteration 4Q: 3 clusters Score -1855267 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1855519.500000 Penalty: 4590.872559
	Iteration 5Q: 3 clusters Score -1855520 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1855805.125000 Penalty: 4590.872559
	Iteration 6Q: 3 clusters Score -1855805 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1856083.875000 Penalty: 4590.872559
	Iteration 7Q: 3 clusters Score -1856084 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1856406.375000 Penalty: 4590.872559
	Iteration 8Q: 3 clusters Score -1856406 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1856714.625000 Penalty: 4590.872559
	Iteration 9Q: 3 clusters Score -1856715 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1857001.625000 Penalty: 4590.872559
	Iteration 10Q: 3 clusters Score -1857002 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1857236.250000 Penalty: 4590.872559
	Iteration 11Q: 3 clusters Score -1857236 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1857405.750000 Penalty: 4590.872559
	Iteration 12Q: 3 clusters Score -1857406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1857514.500000 Penalty: 4590.872559
	Iteration 13Q: 3 clusters Score -1857514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1857595.500000 Penalty: 4590.872559
	Iteration 14Q: 3 clusters Score -1857596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1857660.625000 Penalty: 4590.872559
	Iteration 15Q: 3 clusters Score -1857661 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1857700.875000 Penalty: 4590.872559
	Iteration 16Q: 3 clusters Score -1857701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1857725.250000 Penalty: 4590.872559
	Iteration 17Q: 3 clusters Score -1857725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1857745.500000 Penalty: 4590.872559
	Iteration 18Q: 3 clusters Score -1857746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1857763.250000 Penalty: 4590.872559
	Iteration 19Q: 3 clusters Score -1857763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1857786.500000 Penalty: 4590.872559
	Iteration 20F: 3 clusters Score -1857786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1857813.000000 Penalty: 4590.872559
	Iteration 21Q: 3 clusters Score -1857813 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1857835.875000 Penalty: 4590.872559
	Iteration 22Q: 3 clusters Score -1857836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1857865.000000 Penalty: 4590.872559
	Iteration 23Q: 3 clusters Score -1857865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1857910.125000 Penalty: 4590.872559
	Iteration 24Q: 3 clusters Score -1857910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1857940.875000 Penalty: 4590.872559
	Iteration 25Q: 3 clusters Score -1857941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1857969.625000 Penalty: 4590.872559
	Iteration 26Q: 3 clusters Score -1857970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1857996.750000 Penalty: 4590.872559
	Iteration 27Q: 3 clusters Score -1857997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1858019.750000 Penalty: 4590.872559
	Iteration 28Q: 3 clusters Score -1858020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1858036.250000 Penalty: 4590.872559
	Iteration 29Q: 3 clusters Score -1858036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1858047.875000 Penalty: 4590.872559
	Iteration 30Q: 3 clusters Score -1858048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1858060.250000 Penalty: 4590.872559
	Iteration 31Q: 3 clusters Score -1858060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1858068.000000 Penalty: 4590.872559
	Iteration 32Q: 3 clusters Score -1858068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1858073.875000 Penalty: 4590.872559
	Iteration 33Q: 3 clusters Score -1858074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1858080.625000 Penalty: 4590.872559
	Iteration 34Q: 3 clusters Score -1858081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1858087.125000 Penalty: 4590.872559
	Iteration 35Q: 3 clusters Score -1858087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1858088.625000 Penalty: 4590.872559
	Iteration 36Q: 3 clusters Score -1858089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1858091.500000 Penalty: 4590.872559
	Iteration 37Q: 3 clusters Score -1858092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1858093.625000 Penalty: 4590.872559
	Iteration 38Q: 3 clusters Score -1858094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1858096.625000 Penalty: 4590.872559
	Iteration 39Q: 3 clusters Score -1858097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1858099.000000 Penalty: 4590.872559
	Iteration 40F: 3 clusters Score -1858099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1858099.625000 Penalty: 4590.872559
	Iteration 41Q: 3 clusters Score -1858100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1858098.750000 Penalty: 4590.872559
	Iteration 42Q: 3 clusters Score -1858099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1858102.250000 Penalty: 4590.872559
	Iteration 43Q: 3 clusters Score -1858102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1858102.250000 Penalty: 4590.872559
	Iteration 44F: 3 clusters Score -1858102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -104731.750000 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -104731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103063.984375 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -103064 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103486.296875 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -103486.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103765.296875 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -103765.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104120.500000 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -104120.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104352.179688 Penalty: 3314.325684
	Iteration 4F: 3 clusters Score -104352.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104482.554688 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -104482.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104616.632812 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -104616.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104702.625000 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -104702.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104736.031250 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -104736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104757.445312 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -104757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104766.882812 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -104766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104766.882812 Penalty: 3314.325684
	Iteration 11F: 3 clusters Score -104766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44734 members 
Mstep: Class 3 contains 39307 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39531 members 
Mstep: Class 7 contains 50034 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 50000 members 
Mstep: Class 15 contains 37804 members 
Mstep: Class 16 contains 10021 members 
Mstep: Class 17 contains 39610 members 
Mstep: Class 18 contains 44688 members 
Mstep: Class 19 contains 46286 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 39058 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 47438 members 
Mstep: Class 27 contains 45904 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 339 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40856 members 
Mstep: Class 32 contains 48526 members 
Mstep: Class 33 contains 70740 members 
Mstep: Class 34 contains 44811 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 23234 members 
Mstep: Class 37 contains 38831 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44882 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41806 members 
Mstep: Class 42 contains 459 members 
Entering Unmasked Estep 
Score: -196420000.000000 Penalty: 145101.093750
Splitting cluster 29 changes total score from -196422128.000000 to -196420000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -261200.796875 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -261200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -258908.734375 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -258908.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -259507.718750 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -259507.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -259901.531250 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -259901.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -260382.984375 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -260383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -260807.125000 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -260807.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -261177.812500 Penalty: 3646.492676
	Iteration 5F: 3 clusters Score -261177.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -261519.468750 Penalty: 3646.492676
	Iteration 6Q: 3 clusters Score -261519.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -261783.765625 Penalty: 3646.492676
	Iteration 7Q: 3 clusters Score -261783.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -261942.859375 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -261942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -262042.953125 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -262043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -262168.125000 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -262168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262225.031250 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -262225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -262242.093750 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -262242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -262249.281250 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -262249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -262257.687500 Penalty: 3646.492676
	Iteration 14Q: 3 clusters Score -262257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -262264.375000 Penalty: 3646.492676
	Iteration 15Q: 3 clusters Score -262264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -262267.343750 Penalty: 3646.492676
	Iteration 16Q: 3 clusters Score -262267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -262272.437500 Penalty: 3646.492676
	Iteration 17Q: 3 clusters Score -262272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262274.281250 Penalty: 3646.492676
	Iteration 18Q: 3 clusters Score -262274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262274.281250 Penalty: 3646.492676
	Iteration 19F: 3 clusters Score -262274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44734 members 
Mstep: Class 3 contains 39307 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39531 members 
Mstep: Class 7 contains 50034 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 50000 members 
Mstep: Class 15 contains 37804 members 
Mstep: Class 16 contains 10021 members 
Mstep: Class 17 contains 39610 members 
Mstep: Class 18 contains 44688 members 
Mstep: Class 19 contains 46286 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 39058 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 47438 members 
Mstep: Class 27 contains 45904 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 517 members 
Mstep: Class 31 contains 40856 members 
Mstep: Class 32 contains 48526 members 
Mstep: Class 33 contains 70740 members 
Mstep: Class 34 contains 44811 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 23234 members 
Mstep: Class 37 contains 38831 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44882 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41806 members 
Mstep: Class 42 contains 1042 members 
Entering Unmasked Estep 
Score: -196421472.000000 Penalty: 145101.093750
Splitting cluster 30 changes total score from -196422128.000000 to -196421472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (40856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Entering Unmasked Estep 
Score: -7270918.000000 Penalty: 2633.216797
	Iteration 0F: 2 clusters Score -7270918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -7243275.500000 Penalty: 5266.433594
	Iteration 0F: 3 clusters Score -7243276 nChanged 18689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7253586.500000 Penalty: 5266.433594
	Iteration 1F: 3 clusters Score -7253586 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -7254083.500000 Penalty: 5266.433594
	Iteration 2Q: 3 clusters Score -7254084 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7254594.000000 Penalty: 5266.433594
	Iteration 3Q: 3 clusters Score -7254594 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -7255259.000000 Penalty: 5266.433594
	Iteration 4Q: 3 clusters Score -7255259 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -7256072.500000 Penalty: 5266.433594
	Iteration 5Q: 3 clusters Score -7256072 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -7257017.000000 Penalty: 5266.433594
	Iteration 6Q: 3 clusters Score -7257017 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7258192.500000 Penalty: 5266.433594
	Iteration 7F: 3 clusters Score -7258192 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -7259525.500000 Penalty: 5266.433594
	Iteration 8F: 3 clusters Score -7259526 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -7260812.000000 Penalty: 5266.433594
	Iteration 9F: 3 clusters Score -7260812 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -7261943.500000 Penalty: 5266.433594
	Iteration 10F: 3 clusters Score -7261944 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -7262634.500000 Penalty: 5266.433594
	Iteration 11Q: 3 clusters Score -7262634 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -7263047.000000 Penalty: 5266.433594
	Iteration 12Q: 3 clusters Score -7263047 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -7263239.000000 Penalty: 5266.433594
	Iteration 13Q: 3 clusters Score -7263239 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -7263357.500000 Penalty: 5266.433594
	Iteration 14Q: 3 clusters Score -7263358 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -7263466.500000 Penalty: 5266.433594
	Iteration 15Q: 3 clusters Score -7263466 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -7263600.500000 Penalty: 5266.433594
	Iteration 16Q: 3 clusters Score -7263600 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -7263712.500000 Penalty: 5266.433594
	Iteration 17Q: 3 clusters Score -7263712 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -7263806.500000 Penalty: 5266.433594
	Iteration 18Q: 3 clusters Score -7263806 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -7263924.000000 Penalty: 5266.433594
	Iteration 19Q: 3 clusters Score -7263924 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -7264009.000000 Penalty: 5266.433594
	Iteration 20F: 3 clusters Score -7264009 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -7264112.000000 Penalty: 5266.433594
	Iteration 21Q: 3 clusters Score -7264112 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -7264219.500000 Penalty: 5266.433594
	Iteration 22Q: 3 clusters Score -7264220 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -7264343.000000 Penalty: 5266.433594
	Iteration 23Q: 3 clusters Score -7264343 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -7264474.000000 Penalty: 5266.433594
	Iteration 24Q: 3 clusters Score -7264474 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -7264666.500000 Penalty: 5266.433594
	Iteration 25Q: 3 clusters Score -7264666 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -7264832.500000 Penalty: 5266.433594
	Iteration 26Q: 3 clusters Score -7264832 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -7264971.000000 Penalty: 5266.433594
	Iteration 27Q: 3 clusters Score -7264971 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -7265093.000000 Penalty: 5266.433594
	Iteration 28Q: 3 clusters Score -7265093 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -7265241.500000 Penalty: 5266.433594
	Iteration 29Q: 3 clusters Score -7265242 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -7265407.000000 Penalty: 5266.433594
	Iteration 30Q: 3 clusters Score -7265407 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -7265561.500000 Penalty: 5266.433594
	Iteration 31Q: 3 clusters Score -7265562 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -7265691.000000 Penalty: 5266.433594
	Iteration 32Q: 3 clusters Score -7265691 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -7265865.500000 Penalty: 5266.433594
	Iteration 33Q: 3 clusters Score -7265866 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -7266031.500000 Penalty: 5266.433594
	Iteration 34Q: 3 clusters Score -7266032 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -7266189.500000 Penalty: 5266.433594
	Iteration 35Q: 3 clusters Score -7266190 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -7266330.000000 Penalty: 5266.433594
	Iteration 36Q: 3 clusters Score -7266330 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -7266490.500000 Penalty: 5266.433594
	Iteration 37Q: 3 clusters Score -7266490 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -7266696.500000 Penalty: 5266.433594
	Iteration 38Q: 3 clusters Score -7266696 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -7266868.000000 Penalty: 5266.433594
	Iteration 39Q: 3 clusters Score -7266868 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -7267013.000000 Penalty: 5266.433594
	Iteration 40F: 3 clusters Score -7267013 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -7267141.500000 Penalty: 5266.433594
	Iteration 41Q: 3 clusters Score -7267142 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -7267291.500000 Penalty: 5266.433594
	Iteration 42Q: 3 clusters Score -7267292 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -7267404.000000 Penalty: 5266.433594
	Iteration 43Q: 3 clusters Score -7267404 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -7267507.500000 Penalty: 5266.433594
	Iteration 44Q: 3 clusters Score -7267508 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7267605.500000 Penalty: 5266.433594
	Iteration 45Q: 3 clusters Score -7267606 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7267675.500000 Penalty: 5266.433594
	Iteration 46Q: 3 clusters Score -7267676 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -7267743.000000 Penalty: 5266.433594
	Iteration 47Q: 3 clusters Score -7267743 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7267824.500000 Penalty: 5266.433594
	Iteration 48Q: 3 clusters Score -7267824 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7267888.000000 Penalty: 5266.433594
	Iteration 49Q: 3 clusters Score -7267888 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7267996.000000 Penalty: 5266.433594
	Iteration 50Q: 3 clusters Score -7267996 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7268093.500000 Penalty: 5266.433594
	Iteration 51Q: 3 clusters Score -7268094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7268162.000000 Penalty: 5266.433594
	Iteration 52Q: 3 clusters Score -7268162 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7268215.000000 Penalty: 5266.433594
	Iteration 53Q: 3 clusters Score -7268215 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7268260.500000 Penalty: 5266.433594
	Iteration 54Q: 3 clusters Score -7268260 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7268317.000000 Penalty: 5266.433594
	Iteration 55Q: 3 clusters Score -7268317 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7268344.000000 Penalty: 5266.433594
	Iteration 56Q: 3 clusters Score -7268344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7268371.500000 Penalty: 5266.433594
	Iteration 57Q: 3 clusters Score -7268372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7268402.000000 Penalty: 5266.433594
	Iteration 58Q: 3 clusters Score -7268402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7268438.000000 Penalty: 5266.433594
	Iteration 59Q: 3 clusters Score -7268438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7268456.000000 Penalty: 5266.433594
	Iteration 60F: 3 clusters Score -7268456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7268482.500000 Penalty: 5266.433594
	Iteration 61Q: 3 clusters Score -7268482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7268501.500000 Penalty: 5266.433594
	Iteration 62Q: 3 clusters Score -7268502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7268513.500000 Penalty: 5266.433594
	Iteration 63Q: 3 clusters Score -7268514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7268543.000000 Penalty: 5266.433594
	Iteration 64Q: 3 clusters Score -7268543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7268561.500000 Penalty: 5266.433594
	Iteration 65Q: 3 clusters Score -7268562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7268585.500000 Penalty: 5266.433594
	Iteration 66Q: 3 clusters Score -7268586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7268605.000000 Penalty: 5266.433594
	Iteration 67Q: 3 clusters Score -7268605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7268623.500000 Penalty: 5266.433594
	Iteration 68Q: 3 clusters Score -7268624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7268638.000000 Penalty: 5266.433594
	Iteration 69Q: 3 clusters Score -7268638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7268654.000000 Penalty: 5266.433594
	Iteration 70Q: 3 clusters Score -7268654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7268657.000000 Penalty: 5266.433594
	Iteration 71Q: 3 clusters Score -7268657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7268657.500000 Penalty: 5266.433594
	Iteration 72Q: 3 clusters Score -7268658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7268659.000000 Penalty: 5266.433594
	Iteration 73Q: 3 clusters Score -7268659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7268681.500000 Penalty: 5266.433594
	Iteration 74Q: 3 clusters Score -7268682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7268691.500000 Penalty: 5266.433594
	Iteration 75Q: 3 clusters Score -7268692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7268714.000000 Penalty: 5266.433594
	Iteration 76Q: 3 clusters Score -7268714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7268725.000000 Penalty: 5266.433594
	Iteration 77Q: 3 clusters Score -7268725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7268746.000000 Penalty: 5266.433594
	Iteration 78Q: 3 clusters Score -7268746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7268744.000000 Penalty: 5266.433594
	Iteration 79Q: 3 clusters Score -7268744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7268745.500000 Penalty: 5266.433594
	Iteration 80F: 3 clusters Score -7268746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7268750.000000 Penalty: 5266.433594
	Iteration 81Q: 3 clusters Score -7268750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7268746.500000 Penalty: 5266.433594
	Iteration 82Q: 3 clusters Score -7268746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7268751.000000 Penalty: 5266.433594
	Iteration 83Q: 3 clusters Score -7268751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7268749.500000 Penalty: 5266.433594
	Iteration 84Q: 3 clusters Score -7268750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7268750.000000 Penalty: 5266.433594
	Iteration 85Q: 3 clusters Score -7268750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7268749.000000 Penalty: 5266.433594
	Iteration 86Q: 3 clusters Score -7268749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7268755.500000 Penalty: 5266.433594
	Iteration 87Q: 3 clusters Score -7268756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7268754.500000 Penalty: 5266.433594
	Iteration 88Q: 3 clusters Score -7268754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7268759.500000 Penalty: 5266.433594
	Iteration 89Q: 3 clusters Score -7268760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7268763.000000 Penalty: 5266.433594
	Iteration 90Q: 3 clusters Score -7268763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7268766.500000 Penalty: 5266.433594
	Iteration 91Q: 3 clusters Score -7268766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7268768.000000 Penalty: 5266.433594
	Iteration 92Q: 3 clusters Score -7268768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7268775.000000 Penalty: 5266.433594
	Iteration 93Q: 3 clusters Score -7268775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7268767.500000 Penalty: 5266.433594
	Iteration 94Q: 3 clusters Score -7268768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7268769.500000 Penalty: 5266.433594
	Iteration 95Q: 3 clusters Score -7268770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7268768.500000 Penalty: 5266.433594
	Iteration 96Q: 3 clusters Score -7268768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7268769.000000 Penalty: 5266.433594
	Iteration 97Q: 3 clusters Score -7268769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7268771.000000 Penalty: 5266.433594
	Iteration 98Q: 3 clusters Score -7268771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7268768.500000 Penalty: 5266.433594
	Iteration 99Q: 3 clusters Score -7268768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7268768.500000 Penalty: 5266.433594
	Iteration 100F: 3 clusters Score -7268768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Entering Unmasked Estep 
Score: -8623219.000000 Penalty: 2675.884033
	Iteration 0F: 2 clusters Score -8623219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -8592442.000000 Penalty: 5351.768066
	Iteration 0F: 3 clusters Score -8592442 nChanged 22383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -8604905.000000 Penalty: 5351.768066
	Iteration 1F: 3 clusters Score -8604905 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8605612.000000 Penalty: 5351.768066
	Iteration 2Q: 3 clusters Score -8605612 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -8606484.000000 Penalty: 5351.768066
	Iteration 3Q: 3 clusters Score -8606484 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -8607506.000000 Penalty: 5351.768066
	Iteration 4F: 3 clusters Score -8607506 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -8609077.000000 Penalty: 5351.768066
	Iteration 5F: 3 clusters Score -8609077 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -8611035.000000 Penalty: 5351.768066
	Iteration 6F: 3 clusters Score -8611035 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -8613419.000000 Penalty: 5351.768066
	Iteration 7F: 3 clusters Score -8613419 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -8615780.000000 Penalty: 5351.768066
	Iteration 8F: 3 clusters Score -8615780 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -8617665.000000 Penalty: 5351.768066
	Iteration 9F: 3 clusters Score -8617665 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8618926.000000 Penalty: 5351.768066
	Iteration 10Q: 3 clusters Score -8618926 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -8619779.000000 Penalty: 5351.768066
	Iteration 11Q: 3 clusters Score -8619779 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -8620254.000000 Penalty: 5351.768066
	Iteration 12Q: 3 clusters Score -8620254 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8620514.000000 Penalty: 5351.768066
	Iteration 13Q: 3 clusters Score -8620514 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8620681.000000 Penalty: 5351.768066
	Iteration 14Q: 3 clusters Score -8620681 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8620795.000000 Penalty: 5351.768066
	Iteration 15Q: 3 clusters Score -8620795 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8620882.000000 Penalty: 5351.768066
	Iteration 16Q: 3 clusters Score -8620882 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8620976.000000 Penalty: 5351.768066
	Iteration 17Q: 3 clusters Score -8620976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8621057.000000 Penalty: 5351.768066
	Iteration 18Q: 3 clusters Score -8621057 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8621119.000000 Penalty: 5351.768066
	Iteration 19Q: 3 clusters Score -8621119 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8621149.000000 Penalty: 5351.768066
	Iteration 20F: 3 clusters Score -8621149 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8621171.000000 Penalty: 5351.768066
	Iteration 21Q: 3 clusters Score -8621171 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8621190.000000 Penalty: 5351.768066
	Iteration 22Q: 3 clusters Score -8621190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8621181.000000 Penalty: 5351.768066
	Iteration 23Q: 3 clusters Score -8621181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8621207.000000 Penalty: 5351.768066
	Iteration 24Q: 3 clusters Score -8621207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8621221.000000 Penalty: 5351.768066
	Iteration 25Q: 3 clusters Score -8621221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8621215.000000 Penalty: 5351.768066
	Iteration 26Q: 3 clusters Score -8621215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8621220.000000 Penalty: 5351.768066
	Iteration 27Q: 3 clusters Score -8621220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8621229.000000 Penalty: 5351.768066
	Iteration 28Q: 3 clusters Score -8621229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8621256.000000 Penalty: 5351.768066
	Iteration 29Q: 3 clusters Score -8621256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8621259.000000 Penalty: 5351.768066
	Iteration 30Q: 3 clusters Score -8621259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8621245.000000 Penalty: 5351.768066
	Iteration 31Q: 3 clusters Score -8621245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8621240.000000 Penalty: 5351.768066
	Iteration 32Q: 3 clusters Score -8621240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8621243.000000 Penalty: 5351.768066
	Iteration 33Q: 3 clusters Score -8621243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8621243.000000 Penalty: 5351.768066
	Iteration 34Q: 3 clusters Score -8621243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8621245.000000 Penalty: 5351.768066
	Iteration 35Q: 3 clusters Score -8621245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8621248.000000 Penalty: 5351.768066
	Iteration 36Q: 3 clusters Score -8621248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8621249.000000 Penalty: 5351.768066
	Iteration 37Q: 3 clusters Score -8621249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8621250.000000 Penalty: 5351.768066
	Iteration 38Q: 3 clusters Score -8621250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8621251.000000 Penalty: 5351.768066
	Iteration 39Q: 3 clusters Score -8621251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8621253.000000 Penalty: 5351.768066
	Iteration 40F: 3 clusters Score -8621253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8621250.000000 Penalty: 5351.768066
	Iteration 41Q: 3 clusters Score -8621250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8621246.000000 Penalty: 5351.768066
	Iteration 42Q: 3 clusters Score -8621246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8621242.000000 Penalty: 5351.768066
	Iteration 43Q: 3 clusters Score -8621242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8621258.000000 Penalty: 5351.768066
	Iteration 44Q: 3 clusters Score -8621258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8621253.000000 Penalty: 5351.768066
	Iteration 45Q: 3 clusters Score -8621253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8621264.000000 Penalty: 5351.768066
	Iteration 46Q: 3 clusters Score -8621264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8621269.000000 Penalty: 5351.768066
	Iteration 47Q: 3 clusters Score -8621269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8621279.000000 Penalty: 5351.768066
	Iteration 48Q: 3 clusters Score -8621279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8621280.000000 Penalty: 5351.768066
	Iteration 49Q: 3 clusters Score -8621280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8621281.000000 Penalty: 5351.768066
	Iteration 50Q: 3 clusters Score -8621281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8621289.000000 Penalty: 5351.768066
	Iteration 51Q: 3 clusters Score -8621289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8621301.000000 Penalty: 5351.768066
	Iteration 52Q: 3 clusters Score -8621301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8621302.000000 Penalty: 5351.768066
	Iteration 53Q: 3 clusters Score -8621302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8621302.000000 Penalty: 5351.768066
	Iteration 54Q: 3 clusters Score -8621302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8621304.000000 Penalty: 5351.768066
	Iteration 55Q: 3 clusters Score -8621304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8621305.000000 Penalty: 5351.768066
	Iteration 56Q: 3 clusters Score -8621305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8621304.000000 Penalty: 5351.768066
	Iteration 57Q: 3 clusters Score -8621304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8621304.000000 Penalty: 5351.768066
	Iteration 58Q: 3 clusters Score -8621304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8621302.000000 Penalty: 5351.768066
	Iteration 59Q: 3 clusters Score -8621302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8621300.000000 Penalty: 5351.768066
	Iteration 60F: 3 clusters Score -8621300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8621314.000000 Penalty: 5351.768066
	Iteration 61Q: 3 clusters Score -8621314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8621312.000000 Penalty: 5351.768066
	Iteration 62Q: 3 clusters Score -8621312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8621306.000000 Penalty: 5351.768066
	Iteration 63Q: 3 clusters Score -8621306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8621308.000000 Penalty: 5351.768066
	Iteration 64Q: 3 clusters Score -8621308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8621309.000000 Penalty: 5351.768066
	Iteration 65Q: 3 clusters Score -8621309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8621315.000000 Penalty: 5351.768066
	Iteration 66Q: 3 clusters Score -8621315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8621313.000000 Penalty: 5351.768066
	Iteration 67Q: 3 clusters Score -8621313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8621314.000000 Penalty: 5351.768066
	Iteration 68Q: 3 clusters Score -8621314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8621318.000000 Penalty: 5351.768066
	Iteration 69Q: 3 clusters Score -8621318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8621319.000000 Penalty: 5351.768066
	Iteration 70Q: 3 clusters Score -8621319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8621317.000000 Penalty: 5351.768066
	Iteration 71Q: 3 clusters Score -8621317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8621327.000000 Penalty: 5351.768066
	Iteration 72Q: 3 clusters Score -8621327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8621327.000000 Penalty: 5351.768066
	Iteration 73F: 3 clusters Score -8621327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (70740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Entering Unmasked Estep 
Score: -12449938.000000 Penalty: 2769.357910
	Iteration 0F: 2 clusters Score -1.244994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -12407709.000000 Penalty: 5538.715820
	Iteration 0F: 3 clusters Score -1.240771e+07 nChanged 33201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -12426386.000000 Penalty: 5538.715820
	Iteration 1F: 3 clusters Score -1.242639e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -12427220.000000 Penalty: 5538.715820
	Iteration 2Q: 3 clusters Score -1.242722e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -12428093.000000 Penalty: 5538.715820
	Iteration 3Q: 3 clusters Score -1.242809e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -12429125.000000 Penalty: 5538.715820
	Iteration 4Q: 3 clusters Score -1.242912e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -12430255.000000 Penalty: 5538.715820
	Iteration 5Q: 3 clusters Score -1.243026e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -12431389.000000 Penalty: 5538.715820
	Iteration 6Q: 3 clusters Score -1.243139e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -12432702.000000 Penalty: 5538.715820
	Iteration 7Q: 3 clusters Score -1.24327e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -12434007.000000 Penalty: 5538.715820
	Iteration 8Q: 3 clusters Score -1.243401e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -12435260.000000 Penalty: 5538.715820
	Iteration 9Q: 3 clusters Score -1.243526e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -12436503.000000 Penalty: 5538.715820
	Iteration 10Q: 3 clusters Score -1.24365e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -12437305.000000 Penalty: 5538.715820
	Iteration 11Q: 3 clusters Score -1.24373e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -12437937.000000 Penalty: 5538.715820
	Iteration 12Q: 3 clusters Score -1.243794e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -12438783.000000 Penalty: 5538.715820
	Iteration 13Q: 3 clusters Score -1.243878e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -12439583.000000 Penalty: 5538.715820
	Iteration 14Q: 3 clusters Score -1.243958e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -12440300.000000 Penalty: 5538.715820
	Iteration 15Q: 3 clusters Score -1.24403e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -12440985.000000 Penalty: 5538.715820
	Iteration 16Q: 3 clusters Score -1.244098e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -12441460.000000 Penalty: 5538.715820
	Iteration 17Q: 3 clusters Score -1.244146e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -12441678.000000 Penalty: 5538.715820
	Iteration 18Q: 3 clusters Score -1.244168e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -12441830.000000 Penalty: 5538.715820
	Iteration 19Q: 3 clusters Score -1.244183e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -12441905.000000 Penalty: 5538.715820
	Iteration 20F: 3 clusters Score -1.24419e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -12441918.000000 Penalty: 5538.715820
	Iteration 21Q: 3 clusters Score -1.244192e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -12441947.000000 Penalty: 5538.715820
	Iteration 22Q: 3 clusters Score -1.244195e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -12441958.000000 Penalty: 5538.715820
	Iteration 23Q: 3 clusters Score -1.244196e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -12441946.000000 Penalty: 5538.715820
	Iteration 24Q: 3 clusters Score -1.244195e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -12441982.000000 Penalty: 5538.715820
	Iteration 25Q: 3 clusters Score -1.244198e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -12442005.000000 Penalty: 5538.715820
	Iteration 26Q: 3 clusters Score -1.2442e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -12442011.000000 Penalty: 5538.715820
	Iteration 27Q: 3 clusters Score -1.244201e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -12441995.000000 Penalty: 5538.715820
	Iteration 28Q: 3 clusters Score -1.2442e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -12441983.000000 Penalty: 5538.715820
	Iteration 29Q: 3 clusters Score -1.244198e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -12441971.000000 Penalty: 5538.715820
	Iteration 30Q: 3 clusters Score -1.244197e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -12441976.000000 Penalty: 5538.715820
	Iteration 31Q: 3 clusters Score -1.244198e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -12441997.000000 Penalty: 5538.715820
	Iteration 32Q: 3 clusters Score -1.2442e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -12442007.000000 Penalty: 5538.715820
	Iteration 33Q: 3 clusters Score -1.244201e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -12442043.000000 Penalty: 5538.715820
	Iteration 34Q: 3 clusters Score -1.244204e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -12442064.000000 Penalty: 5538.715820
	Iteration 35Q: 3 clusters Score -1.244206e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -12442074.000000 Penalty: 5538.715820
	Iteration 36Q: 3 clusters Score -1.244207e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -12442122.000000 Penalty: 5538.715820
	Iteration 37Q: 3 clusters Score -1.244212e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -12442140.000000 Penalty: 5538.715820
	Iteration 38Q: 3 clusters Score -1.244214e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -12442158.000000 Penalty: 5538.715820
	Iteration 39Q: 3 clusters Score -1.244216e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -12442174.000000 Penalty: 5538.715820
	Iteration 40F: 3 clusters Score -1.244217e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -12442217.000000 Penalty: 5538.715820
	Iteration 41Q: 3 clusters Score -1.244222e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -12442264.000000 Penalty: 5538.715820
	Iteration 42Q: 3 clusters Score -1.244226e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -12442264.000000 Penalty: 5538.715820
	Iteration 43Q: 3 clusters Score -1.244226e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -12442267.000000 Penalty: 5538.715820
	Iteration 44Q: 3 clusters Score -1.244227e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -12442266.000000 Penalty: 5538.715820
	Iteration 45Q: 3 clusters Score -1.244227e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -12442280.000000 Penalty: 5538.715820
	Iteration 46Q: 3 clusters Score -1.244228e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -12442284.000000 Penalty: 5538.715820
	Iteration 47Q: 3 clusters Score -1.244228e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -12442290.000000 Penalty: 5538.715820
	Iteration 48Q: 3 clusters Score -1.244229e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -12442311.000000 Penalty: 5538.715820
	Iteration 49Q: 3 clusters Score -1.244231e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -12442346.000000 Penalty: 5538.715820
	Iteration 50Q: 3 clusters Score -1.244235e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -12442384.000000 Penalty: 5538.715820
	Iteration 51Q: 3 clusters Score -1.244238e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -12442375.000000 Penalty: 5538.715820
	Iteration 52Q: 3 clusters Score -1.244238e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -12442357.000000 Penalty: 5538.715820
	Iteration 53Q: 3 clusters Score -1.244236e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -12442366.000000 Penalty: 5538.715820
	Iteration 54Q: 3 clusters Score -1.244237e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -12442386.000000 Penalty: 5538.715820
	Iteration 55Q: 3 clusters Score -1.244239e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -12442404.000000 Penalty: 5538.715820
	Iteration 56Q: 3 clusters Score -1.24424e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -12442409.000000 Penalty: 5538.715820
	Iteration 57Q: 3 clusters Score -1.244241e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -12442437.000000 Penalty: 5538.715820
	Iteration 58Q: 3 clusters Score -1.244244e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -12442477.000000 Penalty: 5538.715820
	Iteration 59Q: 3 clusters Score -1.244248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -12442458.000000 Penalty: 5538.715820
	Iteration 60F: 3 clusters Score -1.244246e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -12442464.000000 Penalty: 5538.715820
	Iteration 61Q: 3 clusters Score -1.244246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -12442465.000000 Penalty: 5538.715820
	Iteration 62Q: 3 clusters Score -1.244246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -12442448.000000 Penalty: 5538.715820
	Iteration 63Q: 3 clusters Score -1.244245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -12442450.000000 Penalty: 5538.715820
	Iteration 64Q: 3 clusters Score -1.244245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -12442440.000000 Penalty: 5538.715820
	Iteration 65Q: 3 clusters Score -1.244244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -12442436.000000 Penalty: 5538.715820
	Iteration 66Q: 3 clusters Score -1.244244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -12442459.000000 Penalty: 5538.715820
	Iteration 67Q: 3 clusters Score -1.244246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -12442455.000000 Penalty: 5538.715820
	Iteration 68Q: 3 clusters Score -1.244246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -12442461.000000 Penalty: 5538.715820
	Iteration 69Q: 3 clusters Score -1.244246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -12442450.000000 Penalty: 5538.715820
	Iteration 70Q: 3 clusters Score -1.244245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -12442449.000000 Penalty: 5538.715820
	Iteration 71Q: 3 clusters Score -1.244245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -12442458.000000 Penalty: 5538.715820
	Iteration 72Q: 3 clusters Score -1.244246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -12442476.000000 Penalty: 5538.715820
	Iteration 73Q: 3 clusters Score -1.244248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -12442450.000000 Penalty: 5538.715820
	Iteration 74Q: 3 clusters Score -1.244245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -12442470.000000 Penalty: 5538.715820
	Iteration 75Q: 3 clusters Score -1.244247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -12442472.000000 Penalty: 5538.715820
	Iteration 76Q: 3 clusters Score -1.244247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -12442467.000000 Penalty: 5538.715820
	Iteration 77Q: 3 clusters Score -1.244247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -12442486.000000 Penalty: 5538.715820
	Iteration 78Q: 3 clusters Score -1.244249e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -12442475.000000 Penalty: 5538.715820
	Iteration 79Q: 3 clusters Score -1.244248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -12442484.000000 Penalty: 5538.715820
	Iteration 80F: 3 clusters Score -1.244248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -12442493.000000 Penalty: 5538.715820
	Iteration 81Q: 3 clusters Score -1.244249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -12442504.000000 Penalty: 5538.715820
	Iteration 82Q: 3 clusters Score -1.24425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -12442527.000000 Penalty: 5538.715820
	Iteration 83Q: 3 clusters Score -1.244253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -12442514.000000 Penalty: 5538.715820
	Iteration 84Q: 3 clusters Score -1.244251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -12442505.000000 Penalty: 5538.715820
	Iteration 85Q: 3 clusters Score -1.24425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -12442504.000000 Penalty: 5538.715820
	Iteration 86Q: 3 clusters Score -1.24425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -12442505.000000 Penalty: 5538.715820
	Iteration 87Q: 3 clusters Score -1.24425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -12442499.000000 Penalty: 5538.715820
	Iteration 88Q: 3 clusters Score -1.24425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -12442497.000000 Penalty: 5538.715820
	Iteration 89Q: 3 clusters Score -1.24425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -12442513.000000 Penalty: 5538.715820
	Iteration 90Q: 3 clusters Score -1.244251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -12442522.000000 Penalty: 5538.715820
	Iteration 91Q: 3 clusters Score -1.244252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -12442519.000000 Penalty: 5538.715820
	Iteration 92Q: 3 clusters Score -1.244252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -12442518.000000 Penalty: 5538.715820
	Iteration 93Q: 3 clusters Score -1.244252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -12442497.000000 Penalty: 5538.715820
	Iteration 94Q: 3 clusters Score -1.24425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -12442512.000000 Penalty: 5538.715820
	Iteration 95Q: 3 clusters Score -1.244251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -12442522.000000 Penalty: 5538.715820
	Iteration 96Q: 3 clusters Score -1.244252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -12442536.000000 Penalty: 5538.715820
	Iteration 97Q: 3 clusters Score -1.244254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -12442537.000000 Penalty: 5538.715820
	Iteration 98Q: 3 clusters Score -1.244254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -12442534.000000 Penalty: 5538.715820
	Iteration 99Q: 3 clusters Score -1.244253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -12442544.000000 Penalty: 5538.715820
	Iteration 100F: 3 clusters Score -1.244254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -12442546.000000 Penalty: 5538.715820
	Iteration 101Q: 3 clusters Score -1.244255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -12442534.000000 Penalty: 5538.715820
	Iteration 102Q: 3 clusters Score -1.244253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -12442533.000000 Penalty: 5538.715820
	Iteration 103Q: 3 clusters Score -1.244253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -12442543.000000 Penalty: 5538.715820
	Iteration 104Q: 3 clusters Score -1.244254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -12442537.000000 Penalty: 5538.715820
	Iteration 105Q: 3 clusters Score -1.244254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -12442541.000000 Penalty: 5538.715820
	Iteration 106Q: 3 clusters Score -1.244254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -12442529.000000 Penalty: 5538.715820
	Iteration 107Q: 3 clusters Score -1.244253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -12442540.000000 Penalty: 5538.715820
	Iteration 108Q: 3 clusters Score -1.244254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -12442535.000000 Penalty: 5538.715820
	Iteration 109Q: 3 clusters Score -1.244254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -12442537.000000 Penalty: 5538.715820
	Iteration 110Q: 3 clusters Score -1.244254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -12442526.000000 Penalty: 5538.715820
	Iteration 111Q: 3 clusters Score -1.244253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -12442526.000000 Penalty: 5538.715820
	Iteration 112Q: 3 clusters Score -1.244253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -12442517.000000 Penalty: 5538.715820
	Iteration 113Q: 3 clusters Score -1.244252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -12442522.000000 Penalty: 5538.715820
	Iteration 114Q: 3 clusters Score -1.244252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -12442534.000000 Penalty: 5538.715820
	Iteration 115Q: 3 clusters Score -1.244253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -12442541.000000 Penalty: 5538.715820
	Iteration 116Q: 3 clusters Score -1.244254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -12442541.000000 Penalty: 5538.715820
	Iteration 117Q: 3 clusters Score -1.244254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -12442534.000000 Penalty: 5538.715820
	Iteration 118Q: 3 clusters Score -1.244253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -12442525.000000 Penalty: 5538.715820
	Iteration 119Q: 3 clusters Score -1.244252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -12442536.000000 Penalty: 5538.715820
	Iteration 120F: 3 clusters Score -1.244254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -12442528.000000 Penalty: 5538.715820
	Iteration 121Q: 3 clusters Score -1.244253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -12442528.000000 Penalty: 5538.715820
	Iteration 122Q: 3 clusters Score -1.244253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -12442538.000000 Penalty: 5538.715820
	Iteration 123Q: 3 clusters Score -1.244254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -12442527.000000 Penalty: 5538.715820
	Iteration 124Q: 3 clusters Score -1.244253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -12442526.000000 Penalty: 5538.715820
	Iteration 125Q: 3 clusters Score -1.244253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -12442515.000000 Penalty: 5538.715820
	Iteration 126Q: 3 clusters Score -1.244252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -12442531.000000 Penalty: 5538.715820
	Iteration 127Q: 3 clusters Score -1.244253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -12442521.000000 Penalty: 5538.715820
	Iteration 128Q: 3 clusters Score -1.244252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -12442513.000000 Penalty: 5538.715820
	Iteration 129Q: 3 clusters Score -1.244251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -12442514.000000 Penalty: 5538.715820
	Iteration 130Q: 3 clusters Score -1.244251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -12442505.000000 Penalty: 5538.715820
	Iteration 131Q: 3 clusters Score -1.24425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -12442502.000000 Penalty: 5538.715820
	Iteration 132Q: 3 clusters Score -1.24425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -12442510.000000 Penalty: 5538.715820
	Iteration 133Q: 3 clusters Score -1.244251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -12442509.000000 Penalty: 5538.715820
	Iteration 134Q: 3 clusters Score -1.244251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -12442523.000000 Penalty: 5538.715820
	Iteration 135Q: 3 clusters Score -1.244252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -12442517.000000 Penalty: 5538.715820
	Iteration 136Q: 3 clusters Score -1.244252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -12442540.000000 Penalty: 5538.715820
	Iteration 137Q: 3 clusters Score -1.244254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -12442550.000000 Penalty: 5538.715820
	Iteration 138Q: 3 clusters Score -1.244255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -12442534.000000 Penalty: 5538.715820
	Iteration 139Q: 3 clusters Score -1.244253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -12442535.000000 Penalty: 5538.715820
	Iteration 140F: 3 clusters Score -1.244254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -12442545.000000 Penalty: 5538.715820
	Iteration 141Q: 3 clusters Score -1.244254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -12442541.000000 Penalty: 5538.715820
	Iteration 142Q: 3 clusters Score -1.244254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -12442555.000000 Penalty: 5538.715820
	Iteration 143Q: 3 clusters Score -1.244256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -12442564.000000 Penalty: 5538.715820
	Iteration 144Q: 3 clusters Score -1.244256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -12442562.000000 Penalty: 5538.715820
	Iteration 145Q: 3 clusters Score -1.244256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -12442551.000000 Penalty: 5538.715820
	Iteration 146Q: 3 clusters Score -1.244255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -12442553.000000 Penalty: 5538.715820
	Iteration 147Q: 3 clusters Score -1.244255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -12442561.000000 Penalty: 5538.715820
	Iteration 148Q: 3 clusters Score -1.244256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -12442569.000000 Penalty: 5538.715820
	Iteration 149Q: 3 clusters Score -1.244257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -12442563.000000 Penalty: 5538.715820
	Iteration 150Q: 3 clusters Score -1.244256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -12442567.000000 Penalty: 5538.715820
	Iteration 151Q: 3 clusters Score -1.244257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -12442567.000000 Penalty: 5538.715820
	Iteration 152Q: 3 clusters Score -1.244257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -12442577.000000 Penalty: 5538.715820
	Iteration 153Q: 3 clusters Score -1.244258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -12442574.000000 Penalty: 5538.715820
	Iteration 154Q: 3 clusters Score -1.244257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -12442571.000000 Penalty: 5538.715820
	Iteration 155Q: 3 clusters Score -1.244257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -12442568.000000 Penalty: 5538.715820
	Iteration 156Q: 3 clusters Score -1.244257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -12442581.000000 Penalty: 5538.715820
	Iteration 157Q: 3 clusters Score -1.244258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -12442575.000000 Penalty: 5538.715820
	Iteration 158Q: 3 clusters Score -1.244258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -12442574.000000 Penalty: 5538.715820
	Iteration 159Q: 3 clusters Score -1.244257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -12442600.000000 Penalty: 5538.715820
	Iteration 160F: 3 clusters Score -1.24426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -12442596.000000 Penalty: 5538.715820
	Iteration 161Q: 3 clusters Score -1.24426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -12442623.000000 Penalty: 5538.715820
	Iteration 162Q: 3 clusters Score -1.244262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -12442609.000000 Penalty: 5538.715820
	Iteration 163Q: 3 clusters Score -1.244261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -12442632.000000 Penalty: 5538.715820
	Iteration 164Q: 3 clusters Score -1.244263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -12442646.000000 Penalty: 5538.715820
	Iteration 165Q: 3 clusters Score -1.244265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -12442642.000000 Penalty: 5538.715820
	Iteration 166Q: 3 clusters Score -1.244264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -12442649.000000 Penalty: 5538.715820
	Iteration 167Q: 3 clusters Score -1.244265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -12442644.000000 Penalty: 5538.715820
	Iteration 168Q: 3 clusters Score -1.244264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -12442660.000000 Penalty: 5538.715820
	Iteration 169Q: 3 clusters Score -1.244266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -12442673.000000 Penalty: 5538.715820
	Iteration 170Q: 3 clusters Score -1.244267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -12442669.000000 Penalty: 5538.715820
	Iteration 171Q: 3 clusters Score -1.244267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -12442670.000000 Penalty: 5538.715820
	Iteration 172Q: 3 clusters Score -1.244267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -12442679.000000 Penalty: 5538.715820
	Iteration 173Q: 3 clusters Score -1.244268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -12442674.000000 Penalty: 5538.715820
	Iteration 174Q: 3 clusters Score -1.244267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -12442693.000000 Penalty: 5538.715820
	Iteration 175Q: 3 clusters Score -1.244269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -12442710.000000 Penalty: 5538.715820
	Iteration 176Q: 3 clusters Score -1.244271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -12442711.000000 Penalty: 5538.715820
	Iteration 177Q: 3 clusters Score -1.244271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -12442711.000000 Penalty: 5538.715820
	Iteration 178Q: 3 clusters Score -1.244271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -12442730.000000 Penalty: 5538.715820
	Iteration 179Q: 3 clusters Score -1.244273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -12442734.000000 Penalty: 5538.715820
	Iteration 180F: 3 clusters Score -1.244273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -12442745.000000 Penalty: 5538.715820
	Iteration 181Q: 3 clusters Score -1.244274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -12442748.000000 Penalty: 5538.715820
	Iteration 182Q: 3 clusters Score -1.244275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -12442741.000000 Penalty: 5538.715820
	Iteration 183Q: 3 clusters Score -1.244274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -12442749.000000 Penalty: 5538.715820
	Iteration 184Q: 3 clusters Score -1.244275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -12442744.000000 Penalty: 5538.715820
	Iteration 185Q: 3 clusters Score -1.244274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -12442740.000000 Penalty: 5538.715820
	Iteration 186Q: 3 clusters Score -1.244274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -12442752.000000 Penalty: 5538.715820
	Iteration 187Q: 3 clusters Score -1.244275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -12442757.000000 Penalty: 5538.715820
	Iteration 188Q: 3 clusters Score -1.244276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -12442764.000000 Penalty: 5538.715820
	Iteration 189Q: 3 clusters Score -1.244276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -12442766.000000 Penalty: 5538.715820
	Iteration 190Q: 3 clusters Score -1.244277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -12442745.000000 Penalty: 5538.715820
	Iteration 191Q: 3 clusters Score -1.244274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -12442746.000000 Penalty: 5538.715820
	Iteration 192Q: 3 clusters Score -1.244275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -12442745.000000 Penalty: 5538.715820
	Iteration 193Q: 3 clusters Score -1.244274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -12442751.000000 Penalty: 5538.715820
	Iteration 194Q: 3 clusters Score -1.244275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -12442754.000000 Penalty: 5538.715820
	Iteration 195Q: 3 clusters Score -1.244275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -12442765.000000 Penalty: 5538.715820
	Iteration 196Q: 3 clusters Score -1.244276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -12442775.000000 Penalty: 5538.715820
	Iteration 197Q: 3 clusters Score -1.244278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -12442778.000000 Penalty: 5538.715820
	Iteration 198Q: 3 clusters Score -1.244278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -12442767.000000 Penalty: 5538.715820
	Iteration 199Q: 3 clusters Score -1.244277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -12442763.000000 Penalty: 5538.715820
	Iteration 200F: 3 clusters Score -1.244276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -12442762.000000 Penalty: 5538.715820
	Iteration 201Q: 3 clusters Score -1.244276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -12442770.000000 Penalty: 5538.715820
	Iteration 202Q: 3 clusters Score -1.244277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -12442767.000000 Penalty: 5538.715820
	Iteration 203Q: 3 clusters Score -1.244277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -12442759.000000 Penalty: 5538.715820
	Iteration 204Q: 3 clusters Score -1.244276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -12442769.000000 Penalty: 5538.715820
	Iteration 205Q: 3 clusters Score -1.244277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -12442758.000000 Penalty: 5538.715820
	Iteration 206Q: 3 clusters Score -1.244276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -12442747.000000 Penalty: 5538.715820
	Iteration 207Q: 3 clusters Score -1.244275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -12442743.000000 Penalty: 5538.715820
	Iteration 208Q: 3 clusters Score -1.244274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -12442731.000000 Penalty: 5538.715820
	Iteration 209Q: 3 clusters Score -1.244273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -12442746.000000 Penalty: 5538.715820
	Iteration 210Q: 3 clusters Score -1.244275e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -12442730.000000 Penalty: 5538.715820
	Iteration 211Q: 3 clusters Score -1.244273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -12442740.000000 Penalty: 5538.715820
	Iteration 212Q: 3 clusters Score -1.244274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -12442747.000000 Penalty: 5538.715820
	Iteration 213Q: 3 clusters Score -1.244275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -12442739.000000 Penalty: 5538.715820
	Iteration 214Q: 3 clusters Score -1.244274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -12442753.000000 Penalty: 5538.715820
	Iteration 215Q: 3 clusters Score -1.244275e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -12442738.000000 Penalty: 5538.715820
	Iteration 216Q: 3 clusters Score -1.244274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -12442745.000000 Penalty: 5538.715820
	Iteration 217Q: 3 clusters Score -1.244274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -12442731.000000 Penalty: 5538.715820
	Iteration 218Q: 3 clusters Score -1.244273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -12442738.000000 Penalty: 5538.715820
	Iteration 219Q: 3 clusters Score -1.244274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -12442743.000000 Penalty: 5538.715820
	Iteration 220F: 3 clusters Score -1.244274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -12442746.000000 Penalty: 5538.715820
	Iteration 221Q: 3 clusters Score -1.244275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -12442755.000000 Penalty: 5538.715820
	Iteration 222Q: 3 clusters Score -1.244276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -12442778.000000 Penalty: 5538.715820
	Iteration 223Q: 3 clusters Score -1.244278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -12442763.000000 Penalty: 5538.715820
	Iteration 224Q: 3 clusters Score -1.244276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -12442743.000000 Penalty: 5538.715820
	Iteration 225Q: 3 clusters Score -1.244274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -12442749.000000 Penalty: 5538.715820
	Iteration 226Q: 3 clusters Score -1.244275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -12442746.000000 Penalty: 5538.715820
	Iteration 227Q: 3 clusters Score -1.244275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -12442744.000000 Penalty: 5538.715820
	Iteration 228Q: 3 clusters Score -1.244274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -12442734.000000 Penalty: 5538.715820
	Iteration 229Q: 3 clusters Score -1.244273e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -12442719.000000 Penalty: 5538.715820
	Iteration 230Q: 3 clusters Score -1.244272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -12442719.000000 Penalty: 5538.715820
	Iteration 231Q: 3 clusters Score -1.244272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -12442740.000000 Penalty: 5538.715820
	Iteration 232Q: 3 clusters Score -1.244274e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -12442751.000000 Penalty: 5538.715820
	Iteration 233Q: 3 clusters Score -1.244275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -12442742.000000 Penalty: 5538.715820
	Iteration 234Q: 3 clusters Score -1.244274e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -12442748.000000 Penalty: 5538.715820
	Iteration 235Q: 3 clusters Score -1.244275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -12442746.000000 Penalty: 5538.715820
	Iteration 236Q: 3 clusters Score -1.244275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -12442748.000000 Penalty: 5538.715820
	Iteration 237Q: 3 clusters Score -1.244275e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -12442745.000000 Penalty: 5538.715820
	Iteration 238Q: 3 clusters Score -1.244274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -12442753.000000 Penalty: 5538.715820
	Iteration 239Q: 3 clusters Score -1.244275e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -12442741.000000 Penalty: 5538.715820
	Iteration 240F: 3 clusters Score -1.244274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -12442754.000000 Penalty: 5538.715820
	Iteration 241Q: 3 clusters Score -1.244275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -12442748.000000 Penalty: 5538.715820
	Iteration 242Q: 3 clusters Score -1.244275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -12442756.000000 Penalty: 5538.715820
	Iteration 243Q: 3 clusters Score -1.244276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -12442761.000000 Penalty: 5538.715820
	Iteration 244Q: 3 clusters Score -1.244276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -12442782.000000 Penalty: 5538.715820
	Iteration 245Q: 3 clusters Score -1.244278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -12442780.000000 Penalty: 5538.715820
	Iteration 246Q: 3 clusters Score -1.244278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -12442777.000000 Penalty: 5538.715820
	Iteration 247Q: 3 clusters Score -1.244278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -12442779.000000 Penalty: 5538.715820
	Iteration 248Q: 3 clusters Score -1.244278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -12442773.000000 Penalty: 5538.715820
	Iteration 249Q: 3 clusters Score -1.244277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -12442756.000000 Penalty: 5538.715820
	Iteration 250Q: 3 clusters Score -1.244276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -12442765.000000 Penalty: 5538.715820
	Iteration 251Q: 3 clusters Score -1.244276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -12442774.000000 Penalty: 5538.715820
	Iteration 252Q: 3 clusters Score -1.244277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -12442764.000000 Penalty: 5538.715820
	Iteration 253Q: 3 clusters Score -1.244276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -12442770.000000 Penalty: 5538.715820
	Iteration 254Q: 3 clusters Score -1.244277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -12442778.000000 Penalty: 5538.715820
	Iteration 255Q: 3 clusters Score -1.244278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -12442771.000000 Penalty: 5538.715820
	Iteration 256Q: 3 clusters Score -1.244277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -12442766.000000 Penalty: 5538.715820
	Iteration 257Q: 3 clusters Score -1.244277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -12442761.000000 Penalty: 5538.715820
	Iteration 258Q: 3 clusters Score -1.244276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -12442759.000000 Penalty: 5538.715820
	Iteration 259Q: 3 clusters Score -1.244276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -12442762.000000 Penalty: 5538.715820
	Iteration 260F: 3 clusters Score -1.244276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -12442762.000000 Penalty: 5538.715820
	Iteration 261Q: 3 clusters Score -1.244276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -12442762.000000 Penalty: 5538.715820
	Iteration 262Q: 3 clusters Score -1.244276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -12442762.000000 Penalty: 5538.715820
	Iteration 263F: 3 clusters Score -1.244276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (44811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Entering Unmasked Estep 
Score: -8082728.000000 Penalty: 2656.131836
	Iteration 0F: 2 clusters Score -8082728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -8053699.000000 Penalty: 5312.263672
	Iteration 0F: 3 clusters Score -8053699 nChanged 20480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -8065090.000000 Penalty: 5312.263672
	Iteration 1F: 3 clusters Score -8065090 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -8065671.000000 Penalty: 5312.263672
	Iteration 2Q: 3 clusters Score -8065671 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -8066274.000000 Penalty: 5312.263672
	Iteration 3Q: 3 clusters Score -8066274 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -8067032.000000 Penalty: 5312.263672
	Iteration 4Q: 3 clusters Score -8067032 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -8067951.000000 Penalty: 5312.263672
	Iteration 5Q: 3 clusters Score -8067951 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -8069324.500000 Penalty: 5312.263672
	Iteration 6F: 3 clusters Score -8069324 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -8071309.000000 Penalty: 5312.263672
	Iteration 7F: 3 clusters Score -8071309 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -8073930.000000 Penalty: 5312.263672
	Iteration 8F: 3 clusters Score -8073930 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -8076662.500000 Penalty: 5312.263672
	Iteration 9F: 3 clusters Score -8076662 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -8078700.000000 Penalty: 5312.263672
	Iteration 10F: 3 clusters Score -8078700 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8079629.500000 Penalty: 5312.263672
	Iteration 11Q: 3 clusters Score -8079630 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8080074.500000 Penalty: 5312.263672
	Iteration 12Q: 3 clusters Score -8080074 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8080250.500000 Penalty: 5312.263672
	Iteration 13Q: 3 clusters Score -8080250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8080322.000000 Penalty: 5312.263672
	Iteration 14Q: 3 clusters Score -8080322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -8080353.000000 Penalty: 5312.263672
	Iteration 15Q: 3 clusters Score -8080353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8080385.500000 Penalty: 5312.263672
	Iteration 16Q: 3 clusters Score -8080386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8080402.500000 Penalty: 5312.263672
	Iteration 17Q: 3 clusters Score -8080402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8080421.000000 Penalty: 5312.263672
	Iteration 18Q: 3 clusters Score -8080421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8080423.500000 Penalty: 5312.263672
	Iteration 19Q: 3 clusters Score -8080424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8080430.500000 Penalty: 5312.263672
	Iteration 20F: 3 clusters Score -8080430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -8080430.000000 Penalty: 5312.263672
	Iteration 21Q: 3 clusters Score -8080430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8080437.500000 Penalty: 5312.263672
	Iteration 22Q: 3 clusters Score -8080438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8080437.000000 Penalty: 5312.263672
	Iteration 23Q: 3 clusters Score -8080437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8080437.000000 Penalty: 5312.263672
	Iteration 24F: 3 clusters Score -8080437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Entering Unmasked Estep 
Score: -7339164.500000 Penalty: 2633.210449
	Iteration 0F: 2 clusters Score -7339164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -7311879.000000 Penalty: 5266.420898
	Iteration 0F: 3 clusters Score -7311879 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -7322037.000000 Penalty: 5266.420898
	Iteration 1F: 3 clusters Score -7322037 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -7322862.500000 Penalty: 5266.420898
	Iteration 2Q: 3 clusters Score -7322862 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -7323823.500000 Penalty: 5266.420898
	Iteration 3Q: 3 clusters Score -7323824 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -7324871.500000 Penalty: 5266.420898
	Iteration 4F: 3 clusters Score -7324872 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -7326132.500000 Penalty: 5266.420898
	Iteration 5F: 3 clusters Score -7326132 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -7327514.500000 Penalty: 5266.420898
	Iteration 6F: 3 clusters Score -7327514 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -7328967.000000 Penalty: 5266.420898
	Iteration 7F: 3 clusters Score -7328967 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7330572.500000 Penalty: 5266.420898
	Iteration 8F: 3 clusters Score -7330572 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -7332118.500000 Penalty: 5266.420898
	Iteration 9F: 3 clusters Score -7332118 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -7333039.500000 Penalty: 5266.420898
	Iteration 10Q: 3 clusters Score -7333040 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -7333538.000000 Penalty: 5266.420898
	Iteration 11Q: 3 clusters Score -7333538 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -7333762.500000 Penalty: 5266.420898
	Iteration 12Q: 3 clusters Score -7333762 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -7333881.500000 Penalty: 5266.420898
	Iteration 13Q: 3 clusters Score -7333882 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -7333971.500000 Penalty: 5266.420898
	Iteration 14Q: 3 clusters Score -7333972 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7334006.000000 Penalty: 5266.420898
	Iteration 15Q: 3 clusters Score -7334006 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -7334041.000000 Penalty: 5266.420898
	Iteration 16Q: 3 clusters Score -7334041 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7334024.000000 Penalty: 5266.420898
	Iteration 17Q: 3 clusters Score -7334024 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -7334048.000000 Penalty: 5266.420898
	Iteration 18Q: 3 clusters Score -7334048 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -7334081.000000 Penalty: 5266.420898
	Iteration 19Q: 3 clusters Score -7334081 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -7334103.500000 Penalty: 5266.420898
	Iteration 20F: 3 clusters Score -7334104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -7334105.000000 Penalty: 5266.420898
	Iteration 21Q: 3 clusters Score -7334105 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -7334095.500000 Penalty: 5266.420898
	Iteration 22Q: 3 clusters Score -7334096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -7334105.000000 Penalty: 5266.420898
	Iteration 23Q: 3 clusters Score -7334105 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7334110.500000 Penalty: 5266.420898
	Iteration 24Q: 3 clusters Score -7334110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -7334106.500000 Penalty: 5266.420898
	Iteration 25Q: 3 clusters Score -7334106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -7334118.000000 Penalty: 5266.420898
	Iteration 26Q: 3 clusters Score -7334118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -7334114.500000 Penalty: 5266.420898
	Iteration 27Q: 3 clusters Score -7334114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -7334133.000000 Penalty: 5266.420898
	Iteration 28Q: 3 clusters Score -7334133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7334136.000000 Penalty: 5266.420898
	Iteration 29Q: 3 clusters Score -7334136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -7334142.000000 Penalty: 5266.420898
	Iteration 30Q: 3 clusters Score -7334142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -7334132.000000 Penalty: 5266.420898
	Iteration 31Q: 3 clusters Score -7334132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -7334137.500000 Penalty: 5266.420898
	Iteration 32Q: 3 clusters Score -7334138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7334147.000000 Penalty: 5266.420898
	Iteration 33Q: 3 clusters Score -7334147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -7334154.500000 Penalty: 5266.420898
	Iteration 34Q: 3 clusters Score -7334154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -7334147.500000 Penalty: 5266.420898
	Iteration 35Q: 3 clusters Score -7334148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -7334136.000000 Penalty: 5266.420898
	Iteration 36Q: 3 clusters Score -7334136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -7334151.000000 Penalty: 5266.420898
	Iteration 37Q: 3 clusters Score -7334151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -7334151.000000 Penalty: 5266.420898
	Iteration 38Q: 3 clusters Score -7334151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -7334160.500000 Penalty: 5266.420898
	Iteration 39Q: 3 clusters Score -7334160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -7334161.000000 Penalty: 5266.420898
	Iteration 40F: 3 clusters Score -7334161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -7334162.000000 Penalty: 5266.420898
	Iteration 41Q: 3 clusters Score -7334162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -7334162.000000 Penalty: 5266.420898
	Iteration 42Q: 3 clusters Score -7334162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -7334165.500000 Penalty: 5266.420898
	Iteration 43Q: 3 clusters Score -7334166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -7334172.500000 Penalty: 5266.420898
	Iteration 44Q: 3 clusters Score -7334172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -7334160.000000 Penalty: 5266.420898
	Iteration 45Q: 3 clusters Score -7334160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -7334162.000000 Penalty: 5266.420898
	Iteration 46Q: 3 clusters Score -7334162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -7334167.500000 Penalty: 5266.420898
	Iteration 47Q: 3 clusters Score -7334168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -7334159.000000 Penalty: 5266.420898
	Iteration 48Q: 3 clusters Score -7334159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -7334168.000000 Penalty: 5266.420898
	Iteration 49Q: 3 clusters Score -7334168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -7334173.500000 Penalty: 5266.420898
	Iteration 50Q: 3 clusters Score -7334174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -7334169.500000 Penalty: 5266.420898
	Iteration 51Q: 3 clusters Score -7334170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -7334169.000000 Penalty: 5266.420898
	Iteration 52Q: 3 clusters Score -7334169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -7334170.000000 Penalty: 5266.420898
	Iteration 53Q: 3 clusters Score -7334170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -7334167.500000 Penalty: 5266.420898
	Iteration 54Q: 3 clusters Score -7334168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -7334159.000000 Penalty: 5266.420898
	Iteration 55Q: 3 clusters Score -7334159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -7334163.000000 Penalty: 5266.420898
	Iteration 56Q: 3 clusters Score -7334163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -7334171.000000 Penalty: 5266.420898
	Iteration 57Q: 3 clusters Score -7334171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -7334173.000000 Penalty: 5266.420898
	Iteration 58Q: 3 clusters Score -7334173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -7334175.000000 Penalty: 5266.420898
	Iteration 59Q: 3 clusters Score -7334175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -7334182.500000 Penalty: 5266.420898
	Iteration 60F: 3 clusters Score -7334182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -7334177.500000 Penalty: 5266.420898
	Iteration 61Q: 3 clusters Score -7334178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -7334174.500000 Penalty: 5266.420898
	Iteration 62Q: 3 clusters Score -7334174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -7334171.000000 Penalty: 5266.420898
	Iteration 63Q: 3 clusters Score -7334171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -7334179.000000 Penalty: 5266.420898
	Iteration 64Q: 3 clusters Score -7334179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -7334182.000000 Penalty: 5266.420898
	Iteration 65Q: 3 clusters Score -7334182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -7334191.500000 Penalty: 5266.420898
	Iteration 66Q: 3 clusters Score -7334192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -7334186.500000 Penalty: 5266.420898
	Iteration 67Q: 3 clusters Score -7334186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -7334190.000000 Penalty: 5266.420898
	Iteration 68Q: 3 clusters Score -7334190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -7334192.000000 Penalty: 5266.420898
	Iteration 69Q: 3 clusters Score -7334192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -7334183.500000 Penalty: 5266.420898
	Iteration 70Q: 3 clusters Score -7334184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -7334181.500000 Penalty: 5266.420898
	Iteration 71Q: 3 clusters Score -7334182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -7334194.000000 Penalty: 5266.420898
	Iteration 72Q: 3 clusters Score -7334194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -7334196.500000 Penalty: 5266.420898
	Iteration 73Q: 3 clusters Score -7334196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -7334208.500000 Penalty: 5266.420898
	Iteration 74Q: 3 clusters Score -7334208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -7334197.500000 Penalty: 5266.420898
	Iteration 75Q: 3 clusters Score -7334198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -7334197.500000 Penalty: 5266.420898
	Iteration 76Q: 3 clusters Score -7334198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -7334201.000000 Penalty: 5266.420898
	Iteration 77Q: 3 clusters Score -7334201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -7334195.500000 Penalty: 5266.420898
	Iteration 78Q: 3 clusters Score -7334196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -7334209.000000 Penalty: 5266.420898
	Iteration 79Q: 3 clusters Score -7334209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -7334208.000000 Penalty: 5266.420898
	Iteration 80F: 3 clusters Score -7334208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7334205.500000 Penalty: 5266.420898
	Iteration 81Q: 3 clusters Score -7334206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -7334204.500000 Penalty: 5266.420898
	Iteration 82Q: 3 clusters Score -7334204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -7334203.000000 Penalty: 5266.420898
	Iteration 83Q: 3 clusters Score -7334203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -7334199.500000 Penalty: 5266.420898
	Iteration 84Q: 3 clusters Score -7334200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -7334206.500000 Penalty: 5266.420898
	Iteration 85Q: 3 clusters Score -7334206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -7334204.500000 Penalty: 5266.420898
	Iteration 86Q: 3 clusters Score -7334204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -7334207.000000 Penalty: 5266.420898
	Iteration 87Q: 3 clusters Score -7334207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -7334204.000000 Penalty: 5266.420898
	Iteration 88Q: 3 clusters Score -7334204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -7334199.500000 Penalty: 5266.420898
	Iteration 89Q: 3 clusters Score -7334200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -7334200.500000 Penalty: 5266.420898
	Iteration 90Q: 3 clusters Score -7334200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -7334205.000000 Penalty: 5266.420898
	Iteration 91Q: 3 clusters Score -7334205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -7334194.000000 Penalty: 5266.420898
	Iteration 92Q: 3 clusters Score -7334194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -7334199.000000 Penalty: 5266.420898
	Iteration 93Q: 3 clusters Score -7334199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -7334200.500000 Penalty: 5266.420898
	Iteration 94Q: 3 clusters Score -7334200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -7334192.500000 Penalty: 5266.420898
	Iteration 95Q: 3 clusters Score -7334192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -7334194.000000 Penalty: 5266.420898
	Iteration 96Q: 3 clusters Score -7334194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -7334198.000000 Penalty: 5266.420898
	Iteration 97Q: 3 clusters Score -7334198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -7334196.000000 Penalty: 5266.420898
	Iteration 98Q: 3 clusters Score -7334196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -7334200.000000 Penalty: 5266.420898
	Iteration 99Q: 3 clusters Score -7334200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -7334194.500000 Penalty: 5266.420898
	Iteration 100F: 3 clusters Score -7334194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -7334197.000000 Penalty: 5266.420898
	Iteration 101Q: 3 clusters Score -7334197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -7334194.500000 Penalty: 5266.420898
	Iteration 102Q: 3 clusters Score -7334194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -7334185.500000 Penalty: 5266.420898
	Iteration 103Q: 3 clusters Score -7334186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -7334185.500000 Penalty: 5266.420898
	Iteration 104F: 3 clusters Score -7334186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (23234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Entering Unmasked Estep 
Score: -4195449.500000 Penalty: 2493.236328
	Iteration 0F: 2 clusters Score -4195450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -4179307.250000 Penalty: 4986.472656
	Iteration 0F: 3 clusters Score -4179307 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4184771.500000 Penalty: 4986.472656
	Iteration 1F: 3 clusters Score -4184772 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4185196.750000 Penalty: 4986.472656
	Iteration 2F: 3 clusters Score -4185197 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4185515.000000 Penalty: 4986.472656
	Iteration 3Q: 3 clusters Score -4185515 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4185796.500000 Penalty: 4986.472656
	Iteration 4Q: 3 clusters Score -4185796 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4186045.000000 Penalty: 4986.472656
	Iteration 5Q: 3 clusters Score -4186045 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4186269.750000 Penalty: 4986.472656
	Iteration 6Q: 3 clusters Score -4186270 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4186480.250000 Penalty: 4986.472656
	Iteration 7Q: 3 clusters Score -4186480 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4186683.500000 Penalty: 4986.472656
	Iteration 8Q: 3 clusters Score -4186684 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4186830.250000 Penalty: 4986.472656
	Iteration 9Q: 3 clusters Score -4186830 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -4187048.250000 Penalty: 4986.472656
	Iteration 10Q: 3 clusters Score -4187048 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4187323.500000 Penalty: 4986.472656
	Iteration 11Q: 3 clusters Score -4187324 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4187697.250000 Penalty: 4986.472656
	Iteration 12Q: 3 clusters Score -4187697 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -4188153.500000 Penalty: 4986.472656
	Iteration 13Q: 3 clusters Score -4188154 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4188711.250000 Penalty: 4986.472656
	Iteration 14Q: 3 clusters Score -4188711 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4189332.500000 Penalty: 4986.472656
	Iteration 15Q: 3 clusters Score -4189332 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4189846.750000 Penalty: 4986.472656
	Iteration 16Q: 3 clusters Score -4189847 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4190255.500000 Penalty: 4986.472656
	Iteration 17Q: 3 clusters Score -4190256 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4190572.000000 Penalty: 4986.472656
	Iteration 18Q: 3 clusters Score -4190572 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4190838.250000 Penalty: 4986.472656
	Iteration 19Q: 3 clusters Score -4190838 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4191046.500000 Penalty: 4986.472656
	Iteration 20F: 3 clusters Score -4191046 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4191231.750000 Penalty: 4986.472656
	Iteration 21Q: 3 clusters Score -4191232 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4191408.000000 Penalty: 4986.472656
	Iteration 22Q: 3 clusters Score -4191408 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4191603.750000 Penalty: 4986.472656
	Iteration 23Q: 3 clusters Score -4191604 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4191791.500000 Penalty: 4986.472656
	Iteration 24Q: 3 clusters Score -4191792 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4191960.000000 Penalty: 4986.472656
	Iteration 25Q: 3 clusters Score -4191960 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4192150.500000 Penalty: 4986.472656
	Iteration 26Q: 3 clusters Score -4192150 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4192312.000000 Penalty: 4986.472656
	Iteration 27Q: 3 clusters Score -4192312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4192444.250000 Penalty: 4986.472656
	Iteration 28Q: 3 clusters Score -4192444 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4192586.750000 Penalty: 4986.472656
	Iteration 29Q: 3 clusters Score -4192587 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4192730.000000 Penalty: 4986.472656
	Iteration 30Q: 3 clusters Score -4192730 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4192851.500000 Penalty: 4986.472656
	Iteration 31Q: 3 clusters Score -4192852 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4192961.000000 Penalty: 4986.472656
	Iteration 32Q: 3 clusters Score -4192961 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4193044.500000 Penalty: 4986.472656
	Iteration 33Q: 3 clusters Score -4193044 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4193116.250000 Penalty: 4986.472656
	Iteration 34Q: 3 clusters Score -4193116 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4193165.000000 Penalty: 4986.472656
	Iteration 35Q: 3 clusters Score -4193165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4193208.500000 Penalty: 4986.472656
	Iteration 36Q: 3 clusters Score -4193208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4193243.250000 Penalty: 4986.472656
	Iteration 37Q: 3 clusters Score -4193243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4193260.500000 Penalty: 4986.472656
	Iteration 38Q: 3 clusters Score -4193260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4193279.500000 Penalty: 4986.472656
	Iteration 39Q: 3 clusters Score -4193280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4193286.250000 Penalty: 4986.472656
	Iteration 40F: 3 clusters Score -4193286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4193299.500000 Penalty: 4986.472656
	Iteration 41Q: 3 clusters Score -4193300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4193303.500000 Penalty: 4986.472656
	Iteration 42Q: 3 clusters Score -4193304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4193322.000000 Penalty: 4986.472656
	Iteration 43Q: 3 clusters Score -4193322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4193324.250000 Penalty: 4986.472656
	Iteration 44Q: 3 clusters Score -4193324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4193331.250000 Penalty: 4986.472656
	Iteration 45Q: 3 clusters Score -4193331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4193349.250000 Penalty: 4986.472656
	Iteration 46Q: 3 clusters Score -4193349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4193349.500000 Penalty: 4986.472656
	Iteration 47Q: 3 clusters Score -4193350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4193347.000000 Penalty: 4986.472656
	Iteration 48Q: 3 clusters Score -4193347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4193350.250000 Penalty: 4986.472656
	Iteration 49Q: 3 clusters Score -4193350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4193346.250000 Penalty: 4986.472656
	Iteration 50Q: 3 clusters Score -4193346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4193351.750000 Penalty: 4986.472656
	Iteration 51Q: 3 clusters Score -4193352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4193351.500000 Penalty: 4986.472656
	Iteration 52Q: 3 clusters Score -4193352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4193355.000000 Penalty: 4986.472656
	Iteration 53Q: 3 clusters Score -4193355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4193362.750000 Penalty: 4986.472656
	Iteration 54Q: 3 clusters Score -4193363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4193368.250000 Penalty: 4986.472656
	Iteration 55Q: 3 clusters Score -4193368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4193364.250000 Penalty: 4986.472656
	Iteration 56Q: 3 clusters Score -4193364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4193369.500000 Penalty: 4986.472656
	Iteration 57Q: 3 clusters Score -4193370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4193367.000000 Penalty: 4986.472656
	Iteration 58Q: 3 clusters Score -4193367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4193367.000000 Penalty: 4986.472656
	Iteration 59F: 3 clusters Score -4193367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Entering Unmasked Estep 
Score: -6890133.500000 Penalty: 2620.609619
	Iteration 0F: 2 clusters Score -6890134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -6864019.500000 Penalty: 5241.219238
	Iteration 0F: 3 clusters Score -6864020 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -6873618.000000 Penalty: 5241.219238
	Iteration 1F: 3 clusters Score -6873618 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -6874160.500000 Penalty: 5241.219238
	Iteration 2Q: 3 clusters Score -6874160 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -6874756.000000 Penalty: 5241.219238
	Iteration 3Q: 3 clusters Score -6874756 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6875475.000000 Penalty: 5241.219238
	Iteration 4Q: 3 clusters Score -6875475 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -6876398.000000 Penalty: 5241.219238
	Iteration 5F: 3 clusters Score -6876398 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -6877557.500000 Penalty: 5241.219238
	Iteration 6F: 3 clusters Score -6877558 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -6879169.000000 Penalty: 5241.219238
	Iteration 7F: 3 clusters Score -6879169 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -6881044.000000 Penalty: 5241.219238
	Iteration 8F: 3 clusters Score -6881044 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -6882885.000000 Penalty: 5241.219238
	Iteration 9F: 3 clusters Score -6882885 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -6884616.000000 Penalty: 5241.219238
	Iteration 10F: 3 clusters Score -6884616 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6885980.000000 Penalty: 5241.219238
	Iteration 11Q: 3 clusters Score -6885980 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6886869.500000 Penalty: 5241.219238
	Iteration 12Q: 3 clusters Score -6886870 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6887408.500000 Penalty: 5241.219238
	Iteration 13Q: 3 clusters Score -6887408 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6887723.500000 Penalty: 5241.219238
	Iteration 14Q: 3 clusters Score -6887724 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6887881.000000 Penalty: 5241.219238
	Iteration 15Q: 3 clusters Score -6887881 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6887972.000000 Penalty: 5241.219238
	Iteration 16Q: 3 clusters Score -6887972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6888013.000000 Penalty: 5241.219238
	Iteration 17Q: 3 clusters Score -6888013 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6888067.500000 Penalty: 5241.219238
	Iteration 18Q: 3 clusters Score -6888068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6888094.500000 Penalty: 5241.219238
	Iteration 19Q: 3 clusters Score -6888094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6888123.500000 Penalty: 5241.219238
	Iteration 20F: 3 clusters Score -6888124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6888122.500000 Penalty: 5241.219238
	Iteration 21Q: 3 clusters Score -6888122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6888139.500000 Penalty: 5241.219238
	Iteration 22Q: 3 clusters Score -6888140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6888151.000000 Penalty: 5241.219238
	Iteration 23Q: 3 clusters Score -6888151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6888149.500000 Penalty: 5241.219238
	Iteration 24Q: 3 clusters Score -6888150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6888156.000000 Penalty: 5241.219238
	Iteration 25Q: 3 clusters Score -6888156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6888157.500000 Penalty: 5241.219238
	Iteration 26Q: 3 clusters Score -6888158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6888161.500000 Penalty: 5241.219238
	Iteration 27Q: 3 clusters Score -6888162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6888172.000000 Penalty: 5241.219238
	Iteration 28Q: 3 clusters Score -6888172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6888177.500000 Penalty: 5241.219238
	Iteration 29Q: 3 clusters Score -6888178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6888182.500000 Penalty: 5241.219238
	Iteration 30Q: 3 clusters Score -6888182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6888194.000000 Penalty: 5241.219238
	Iteration 31Q: 3 clusters Score -6888194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6888194.500000 Penalty: 5241.219238
	Iteration 32Q: 3 clusters Score -6888194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6888185.000000 Penalty: 5241.219238
	Iteration 33Q: 3 clusters Score -6888185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6888186.500000 Penalty: 5241.219238
	Iteration 34Q: 3 clusters Score -6888186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6888194.000000 Penalty: 5241.219238
	Iteration 35Q: 3 clusters Score -6888194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6888197.500000 Penalty: 5241.219238
	Iteration 36Q: 3 clusters Score -6888198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6888200.500000 Penalty: 5241.219238
	Iteration 37Q: 3 clusters Score -6888200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6888195.500000 Penalty: 5241.219238
	Iteration 38Q: 3 clusters Score -6888196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6888206.000000 Penalty: 5241.219238
	Iteration 39Q: 3 clusters Score -6888206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6888202.000000 Penalty: 5241.219238
	Iteration 40F: 3 clusters Score -6888202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6888210.500000 Penalty: 5241.219238
	Iteration 41Q: 3 clusters Score -6888210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6888223.500000 Penalty: 5241.219238
	Iteration 42Q: 3 clusters Score -6888224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6888220.000000 Penalty: 5241.219238
	Iteration 43Q: 3 clusters Score -6888220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6888219.500000 Penalty: 5241.219238
	Iteration 44Q: 3 clusters Score -6888220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6888219.500000 Penalty: 5241.219238
	Iteration 45Q: 3 clusters Score -6888220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6888219.500000 Penalty: 5241.219238
	Iteration 46F: 3 clusters Score -6888220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 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 150 members 
Entering Unmasked Estep 
Score: -20530.718750 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20530.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20694.669922 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20694.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20750.949219 Penalty: 2808.828369
	Iteration 2Q: 3 clusters Score -20750.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20773.246094 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20773.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20780.642578 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20780.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20792.765625 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20792.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20800.912109 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -20800.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20800.912109 Penalty: 2808.828369
	Iteration 7F: 3 clusters Score -20800.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Entering Unmasked Estep 
Score: -7997925.000000 Penalty: 2656.524414
	Iteration 0F: 2 clusters Score -7997925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -7968800.500000 Penalty: 5313.048828
	Iteration 0F: 3 clusters Score -7968800 nChanged 20563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -7980143.000000 Penalty: 5313.048828
	Iteration 1F: 3 clusters Score -7980143 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -7980705.000000 Penalty: 5313.048828
	Iteration 2Q: 3 clusters Score -7980705 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7981258.000000 Penalty: 5313.048828
	Iteration 3Q: 3 clusters Score -7981258 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -7981880.500000 Penalty: 5313.048828
	Iteration 4Q: 3 clusters Score -7981880 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -7982732.500000 Penalty: 5313.048828
	Iteration 5Q: 3 clusters Score -7982732 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -7983915.000000 Penalty: 5313.048828
	Iteration 6Q: 3 clusters Score -7983915 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -7985506.000000 Penalty: 5313.048828
	Iteration 7F: 3 clusters Score -7985506 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -7987689.500000 Penalty: 5313.048828
	Iteration 8F: 3 clusters Score -7987690 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -7990021.000000 Penalty: 5313.048828
	Iteration 9F: 3 clusters Score -7990021 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -7992077.000000 Penalty: 5313.048828
	Iteration 10Q: 3 clusters Score -7992077 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -7993473.000000 Penalty: 5313.048828
	Iteration 11Q: 3 clusters Score -7993473 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -7994390.000000 Penalty: 5313.048828
	Iteration 12Q: 3 clusters Score -7994390 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -7994888.500000 Penalty: 5313.048828
	Iteration 13Q: 3 clusters Score -7994888 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -7995226.000000 Penalty: 5313.048828
	Iteration 14Q: 3 clusters Score -7995226 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -7995484.000000 Penalty: 5313.048828
	Iteration 15Q: 3 clusters Score -7995484 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -7995668.500000 Penalty: 5313.048828
	Iteration 16Q: 3 clusters Score -7995668 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7995793.500000 Penalty: 5313.048828
	Iteration 17Q: 3 clusters Score -7995794 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7995848.500000 Penalty: 5313.048828
	Iteration 18Q: 3 clusters Score -7995848 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -7995912.000000 Penalty: 5313.048828
	Iteration 19Q: 3 clusters Score -7995912 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -7995968.000000 Penalty: 5313.048828
	Iteration 20F: 3 clusters Score -7995968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7996026.000000 Penalty: 5313.048828
	Iteration 21Q: 3 clusters Score -7996026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -7996048.500000 Penalty: 5313.048828
	Iteration 22Q: 3 clusters Score -7996048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7996072.500000 Penalty: 5313.048828
	Iteration 23Q: 3 clusters Score -7996072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -7996087.500000 Penalty: 5313.048828
	Iteration 24Q: 3 clusters Score -7996088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7996110.500000 Penalty: 5313.048828
	Iteration 25Q: 3 clusters Score -7996110 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -7996124.000000 Penalty: 5313.048828
	Iteration 26Q: 3 clusters Score -7996124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -7996126.000000 Penalty: 5313.048828
	Iteration 27Q: 3 clusters Score -7996126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -7996136.500000 Penalty: 5313.048828
	Iteration 28Q: 3 clusters Score -7996136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7996151.000000 Penalty: 5313.048828
	Iteration 29Q: 3 clusters Score -7996151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7996166.500000 Penalty: 5313.048828
	Iteration 30Q: 3 clusters Score -7996166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -7996167.000000 Penalty: 5313.048828
	Iteration 31Q: 3 clusters Score -7996167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -7996169.000000 Penalty: 5313.048828
	Iteration 32Q: 3 clusters Score -7996169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7996162.000000 Penalty: 5313.048828
	Iteration 33Q: 3 clusters Score -7996162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -7996167.500000 Penalty: 5313.048828
	Iteration 34Q: 3 clusters Score -7996168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7996161.500000 Penalty: 5313.048828
	Iteration 35Q: 3 clusters Score -7996162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -7996168.500000 Penalty: 5313.048828
	Iteration 36Q: 3 clusters Score -7996168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -7996179.000000 Penalty: 5313.048828
	Iteration 37Q: 3 clusters Score -7996179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7996167.500000 Penalty: 5313.048828
	Iteration 38Q: 3 clusters Score -7996168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -7996180.000000 Penalty: 5313.048828
	Iteration 39Q: 3 clusters Score -7996180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7996180.500000 Penalty: 5313.048828
	Iteration 40F: 3 clusters Score -7996180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -7996184.500000 Penalty: 5313.048828
	Iteration 41Q: 3 clusters Score -7996184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7996192.000000 Penalty: 5313.048828
	Iteration 42Q: 3 clusters Score -7996192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7996201.000000 Penalty: 5313.048828
	Iteration 43Q: 3 clusters Score -7996201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -7996200.500000 Penalty: 5313.048828
	Iteration 44Q: 3 clusters Score -7996200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7996206.500000 Penalty: 5313.048828
	Iteration 45Q: 3 clusters Score -7996206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7996216.500000 Penalty: 5313.048828
	Iteration 46Q: 3 clusters Score -7996216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7996207.000000 Penalty: 5313.048828
	Iteration 47Q: 3 clusters Score -7996207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7996196.500000 Penalty: 5313.048828
	Iteration 48Q: 3 clusters Score -7996196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7996213.500000 Penalty: 5313.048828
	Iteration 49Q: 3 clusters Score -7996214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7996215.000000 Penalty: 5313.048828
	Iteration 50Q: 3 clusters Score -7996215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -7996218.000000 Penalty: 5313.048828
	Iteration 51Q: 3 clusters Score -7996218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7996216.000000 Penalty: 5313.048828
	Iteration 52Q: 3 clusters Score -7996216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7996222.000000 Penalty: 5313.048828
	Iteration 53Q: 3 clusters Score -7996222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7996226.000000 Penalty: 5313.048828
	Iteration 54Q: 3 clusters Score -7996226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7996213.000000 Penalty: 5313.048828
	Iteration 55Q: 3 clusters Score -7996213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7996212.000000 Penalty: 5313.048828
	Iteration 56Q: 3 clusters Score -7996212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -7996216.500000 Penalty: 5313.048828
	Iteration 57Q: 3 clusters Score -7996216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7996221.500000 Penalty: 5313.048828
	Iteration 58Q: 3 clusters Score -7996222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -7996213.500000 Penalty: 5313.048828
	Iteration 59Q: 3 clusters Score -7996214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7996220.500000 Penalty: 5313.048828
	Iteration 60F: 3 clusters Score -7996220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7996211.000000 Penalty: 5313.048828
	Iteration 61Q: 3 clusters Score -7996211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7996218.000000 Penalty: 5313.048828
	Iteration 62Q: 3 clusters Score -7996218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -7996218.000000 Penalty: 5313.048828
	Iteration 63Q: 3 clusters Score -7996218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7996221.000000 Penalty: 5313.048828
	Iteration 64Q: 3 clusters Score -7996221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7996219.000000 Penalty: 5313.048828
	Iteration 65Q: 3 clusters Score -7996219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7996222.000000 Penalty: 5313.048828
	Iteration 66Q: 3 clusters Score -7996222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7996232.500000 Penalty: 5313.048828
	Iteration 67Q: 3 clusters Score -7996232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7996240.000000 Penalty: 5313.048828
	Iteration 68Q: 3 clusters Score -7996240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7996238.500000 Penalty: 5313.048828
	Iteration 69Q: 3 clusters Score -7996238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7996245.000000 Penalty: 5313.048828
	Iteration 70Q: 3 clusters Score -7996245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7996245.500000 Penalty: 5313.048828
	Iteration 71Q: 3 clusters Score -7996246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7996247.000000 Penalty: 5313.048828
	Iteration 72Q: 3 clusters Score -7996247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7996243.000000 Penalty: 5313.048828
	Iteration 73Q: 3 clusters Score -7996243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -7996248.500000 Penalty: 5313.048828
	Iteration 74Q: 3 clusters Score -7996248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -7996255.000000 Penalty: 5313.048828
	Iteration 75Q: 3 clusters Score -7996255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -7996254.000000 Penalty: 5313.048828
	Iteration 76Q: 3 clusters Score -7996254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7996256.500000 Penalty: 5313.048828
	Iteration 77Q: 3 clusters Score -7996256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7996256.000000 Penalty: 5313.048828
	Iteration 78Q: 3 clusters Score -7996256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7996256.000000 Penalty: 5313.048828
	Iteration 79F: 3 clusters Score -7996256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -84484.273438 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -84484.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82999.429688 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -82999.43 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83426.718750 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -83426.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83587.796875 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -83587.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83685.234375 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -83685.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83776.195312 Penalty: 3187.538330
	Iteration 4F: 3 clusters Score -83776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83848.796875 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -83848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83885.765625 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -83885.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83907.687500 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -83907.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83922.789062 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -83922.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83947.117188 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -83947.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83976.953125 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -83976.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84005.015625 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -84005.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84008.031250 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -84008.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84012.421875 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -84012.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84012.421875 Penalty: 3187.538330
	Iteration 14F: 3 clusters Score -84012.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (41806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Entering Unmasked Estep 
Score: -7522616.500000 Penalty: 2638.916992
	Iteration 0F: 2 clusters Score -7522616 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 20965 members 
Entering Unmasked Estep 
Score: -7494706.000000 Penalty: 5277.833984
	Iteration 0F: 3 clusters Score -7494706 nChanged 19201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -7505282.000000 Penalty: 5277.833984
	Iteration 1F: 3 clusters Score -7505282 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7505864.000000 Penalty: 5277.833984
	Iteration 2Q: 3 clusters Score -7505864 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -7506291.500000 Penalty: 5277.833984
	Iteration 3Q: 3 clusters Score -7506292 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -7506719.000000 Penalty: 5277.833984
	Iteration 4Q: 3 clusters Score -7506719 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -7507038.500000 Penalty: 5277.833984
	Iteration 5Q: 3 clusters Score -7507038 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -7507406.500000 Penalty: 5277.833984
	Iteration 6Q: 3 clusters Score -7507406 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -7507883.000000 Penalty: 5277.833984
	Iteration 7Q: 3 clusters Score -7507883 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -7508547.500000 Penalty: 5277.833984
	Iteration 8Q: 3 clusters Score -7508548 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -7509484.500000 Penalty: 5277.833984
	Iteration 9Q: 3 clusters Score -7509484 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -7511044.000000 Penalty: 5277.833984
	Iteration 10F: 3 clusters Score -7511044 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -7513295.000000 Penalty: 5277.833984
	Iteration 11F: 3 clusters Score -7513295 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -7515950.500000 Penalty: 5277.833984
	Iteration 12F: 3 clusters Score -7515950 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -7518081.500000 Penalty: 5277.833984
	Iteration 13F: 3 clusters Score -7518082 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -7519382.000000 Penalty: 5277.833984
	Iteration 14Q: 3 clusters Score -7519382 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7519979.000000 Penalty: 5277.833984
	Iteration 15Q: 3 clusters Score -7519979 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -7520178.000000 Penalty: 5277.833984
	Iteration 16Q: 3 clusters Score -7520178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -7520263.000000 Penalty: 5277.833984
	Iteration 17Q: 3 clusters Score -7520263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -7520311.000000 Penalty: 5277.833984
	Iteration 18Q: 3 clusters Score -7520311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -7520334.000000 Penalty: 5277.833984
	Iteration 19Q: 3 clusters Score -7520334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -7520346.000000 Penalty: 5277.833984
	Iteration 20F: 3 clusters Score -7520346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7520362.000000 Penalty: 5277.833984
	Iteration 21Q: 3 clusters Score -7520362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7520379.500000 Penalty: 5277.833984
	Iteration 22Q: 3 clusters Score -7520380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -7520385.500000 Penalty: 5277.833984
	Iteration 23Q: 3 clusters Score -7520386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -7520383.000000 Penalty: 5277.833984
	Iteration 24Q: 3 clusters Score -7520383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -7520383.500000 Penalty: 5277.833984
	Iteration 25Q: 3 clusters Score -7520384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7520388.500000 Penalty: 5277.833984
	Iteration 26Q: 3 clusters Score -7520388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -7520387.000000 Penalty: 5277.833984
	Iteration 27Q: 3 clusters Score -7520387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -7520387.000000 Penalty: 5277.833984
	Iteration 28F: 3 clusters Score -7520387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44734 members 
Mstep: Class 3 contains 39307 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39531 members 
Mstep: Class 7 contains 50034 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 50000 members 
Mstep: Class 15 contains 37804 members 
Mstep: Class 16 contains 10021 members 
Mstep: Class 17 contains 39610 members 
Mstep: Class 18 contains 44688 members 
Mstep: Class 19 contains 46286 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 39058 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 47438 members 
Mstep: Class 27 contains 45904 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40856 members 
Mstep: Class 32 contains 48526 members 
Mstep: Class 33 contains 70740 members 
Mstep: Class 34 contains 44811 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 23234 members 
Mstep: Class 37 contains 38831 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44882 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421952.000000 Penalty: 141646.312500
Iteration 279Q: 42 clusters Score -1.96422e+08 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44752 members 
Mstep: Class 3 contains 39293 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39505 members 
Mstep: Class 7 contains 50025 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 9 contains 41663 members 
Mstep: Class 10 contains 40378 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 50004 members 
Mstep: Class 15 contains 37938 members 
Mstep: Class 16 contains 10018 members 
Mstep: Class 17 contains 39337 members 
Mstep: Class 18 contains 44663 members 
Mstep: Class 19 contains 46263 members 
Mstep: Class 20 contains 16131 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 39147 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 13678 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47438 members 
Mstep: Class 27 contains 45906 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40892 members 
Mstep: Class 32 contains 48521 members 
Mstep: Class 33 contains 70756 members 
Mstep: Class 34 contains 44710 members 
Mstep: Class 35 contains 40868 members 
Mstep: Class 36 contains 23049 members 
Mstep: Class 37 contains 38826 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44876 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421696.000000 Penalty: 141646.312500
Iteration 280F: 42 clusters Score -1.964217e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 44744 members 
Mstep: Class 3 contains 39279 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39461 members 
Mstep: Class 7 contains 49991 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 41662 members 
Mstep: Class 10 contains 40336 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 12307 members 
Mstep: Class 14 contains 50002 members 
Mstep: Class 15 contains 38090 members 
Mstep: Class 16 contains 10017 members 
Mstep: Class 17 contains 39103 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 46264 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 39253 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47472 members 
Mstep: Class 27 contains 45910 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40913 members 
Mstep: Class 32 contains 48523 members 
Mstep: Class 33 contains 70764 members 
Mstep: Class 34 contains 44589 members 
Mstep: Class 35 contains 40875 members 
Mstep: Class 36 contains 22892 members 
Mstep: Class 37 contains 38821 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44874 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421504.000000 Penalty: 141646.312500
Iteration 281Q: 42 clusters Score -1.964215e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 44734 members 
Mstep: Class 3 contains 39252 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39440 members 
Mstep: Class 7 contains 49968 members 
Mstep: Class 8 contains 13640 members 
Mstep: Class 9 contains 41658 members 
Mstep: Class 10 contains 40302 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 49998 members 
Mstep: Class 15 contains 38264 members 
Mstep: Class 16 contains 10015 members 
Mstep: Class 17 contains 38858 members 
Mstep: Class 18 contains 44602 members 
Mstep: Class 19 contains 46266 members 
Mstep: Class 20 contains 16131 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 39329 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47504 members 
Mstep: Class 27 contains 45905 members 
Mstep: Class 28 contains 10459 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40944 members 
Mstep: Class 32 contains 48523 members 
Mstep: Class 33 contains 70760 members 
Mstep: Class 34 contains 44444 members 
Mstep: Class 35 contains 40893 members 
Mstep: Class 36 contains 22754 members 
Mstep: Class 37 contains 38826 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44854 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422224.000000 Penalty: 141646.312500
Iteration 282Q: 42 clusters Score -1.964222e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44706 members 
Mstep: Class 3 contains 39230 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39430 members 
Mstep: Class 7 contains 49968 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 41652 members 
Mstep: Class 10 contains 40282 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12295 members 
Mstep: Class 14 contains 49995 members 
Mstep: Class 15 contains 38439 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 38640 members 
Mstep: Class 18 contains 44600 members 
Mstep: Class 19 contains 46262 members 
Mstep: Class 20 contains 16132 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 39405 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13676 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47530 members 
Mstep: Class 27 contains 45889 members 
Mstep: Class 28 contains 10455 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 40969 members 
Mstep: Class 32 contains 48519 members 
Mstep: Class 33 contains 70760 members 
Mstep: Class 34 contains 44329 members 
Mstep: Class 35 contains 40885 members 
Mstep: Class 36 contains 22597 members 
Mstep: Class 37 contains 38818 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44844 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422288.000000 Penalty: 141646.312500
Iteration 283Q: 42 clusters Score -1.964223e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 44678 members 
Mstep: Class 3 contains 39196 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39426 members 
Mstep: Class 7 contains 49966 members 
Mstep: Class 8 contains 13645 members 
Mstep: Class 9 contains 41651 members 
Mstep: Class 10 contains 40262 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12286 members 
Mstep: Class 14 contains 49987 members 
Mstep: Class 15 contains 38626 members 
Mstep: Class 16 contains 10013 members 
Mstep: Class 17 contains 38486 members 
Mstep: Class 18 contains 44608 members 
Mstep: Class 19 contains 46260 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 39494 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47575 members 
Mstep: Class 27 contains 45865 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40995 members 
Mstep: Class 32 contains 48513 members 
Mstep: Class 33 contains 70748 members 
Mstep: Class 34 contains 44229 members 
Mstep: Class 35 contains 40877 members 
Mstep: Class 36 contains 22402 members 
Mstep: Class 37 contains 38820 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44838 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422544.000000 Penalty: 141646.312500
Iteration 284Q: 42 clusters Score -1.964225e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 44669 members 
Mstep: Class 3 contains 39173 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 39437 members 
Mstep: Class 7 contains 49962 members 
Mstep: Class 8 contains 13643 members 
Mstep: Class 9 contains 41654 members 
Mstep: Class 10 contains 40231 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12289 members 
Mstep: Class 14 contains 50001 members 
Mstep: Class 15 contains 38787 members 
Mstep: Class 16 contains 10011 members 
Mstep: Class 17 contains 38371 members 
Mstep: Class 18 contains 44604 members 
Mstep: Class 19 contains 46232 members 
Mstep: Class 20 contains 16128 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 39560 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 13669 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47592 members 
Mstep: Class 27 contains 45851 members 
Mstep: Class 28 contains 10447 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41039 members 
Mstep: Class 32 contains 48505 members 
Mstep: Class 33 contains 70746 members 
Mstep: Class 34 contains 44131 members 
Mstep: Class 35 contains 40870 members 
Mstep: Class 36 contains 22185 members 
Mstep: Class 37 contains 38823 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44830 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422160.000000 Penalty: 141646.312500
Iteration 285Q: 42 clusters Score -1.964222e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 44648 members 
Mstep: Class 3 contains 39160 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39468 members 
Mstep: Class 7 contains 49960 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 41653 members 
Mstep: Class 10 contains 40202 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12287 members 
Mstep: Class 14 contains 50010 members 
Mstep: Class 15 contains 38935 members 
Mstep: Class 16 contains 10009 members 
Mstep: Class 17 contains 38247 members 
Mstep: Class 18 contains 44592 members 
Mstep: Class 19 contains 46195 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 39633 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 13667 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47602 members 
Mstep: Class 27 contains 45833 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41103 members 
Mstep: Class 32 contains 48500 members 
Mstep: Class 33 contains 70736 members 
Mstep: Class 34 contains 44085 members 
Mstep: Class 35 contains 40862 members 
Mstep: Class 36 contains 21983 members 
Mstep: Class 37 contains 38824 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44827 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422464.000000 Penalty: 141646.312500
Iteration 286Q: 42 clusters Score -1.964225e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 44626 members 
Mstep: Class 3 contains 39129 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39500 members 
Mstep: Class 7 contains 49945 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 41647 members 
Mstep: Class 10 contains 40171 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12283 members 
Mstep: Class 14 contains 50012 members 
Mstep: Class 15 contains 39063 members 
Mstep: Class 16 contains 10007 members 
Mstep: Class 17 contains 38179 members 
Mstep: Class 18 contains 44601 members 
Mstep: Class 19 contains 46167 members 
Mstep: Class 20 contains 16126 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 39709 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 13667 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47612 members 
Mstep: Class 27 contains 45812 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41138 members 
Mstep: Class 32 contains 48499 members 
Mstep: Class 33 contains 70723 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 40855 members 
Mstep: Class 36 contains 21802 members 
Mstep: Class 37 contains 38824 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44819 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422672.000000 Penalty: 141646.312500
Iteration 287Q: 42 clusters Score -1.964227e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 44602 members 
Mstep: Class 3 contains 39092 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39532 members 
Mstep: Class 7 contains 49943 members 
Mstep: Class 8 contains 13636 members 
Mstep: Class 9 contains 41642 members 
Mstep: Class 10 contains 40148 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 50018 members 
Mstep: Class 15 contains 39160 members 
Mstep: Class 16 contains 10004 members 
Mstep: Class 17 contains 38112 members 
Mstep: Class 18 contains 44577 members 
Mstep: Class 19 contains 46119 members 
Mstep: Class 20 contains 16125 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 39777 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13668 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47617 members 
Mstep: Class 27 contains 45807 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41186 members 
Mstep: Class 32 contains 48495 members 
Mstep: Class 33 contains 70711 members 
Mstep: Class 34 contains 44033 members 
Mstep: Class 35 contains 40846 members 
Mstep: Class 36 contains 21623 members 
Mstep: Class 37 contains 38820 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44819 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422576.000000 Penalty: 141646.312500
Iteration 288Q: 42 clusters Score -1.964226e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 44589 members 
Mstep: Class 3 contains 39058 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39555 members 
Mstep: Class 7 contains 49945 members 
Mstep: Class 8 contains 13630 members 
Mstep: Class 9 contains 41639 members 
Mstep: Class 10 contains 40146 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 50017 members 
Mstep: Class 15 contains 39224 members 
Mstep: Class 16 contains 10002 members 
Mstep: Class 17 contains 38098 members 
Mstep: Class 18 contains 44563 members 
Mstep: Class 19 contains 46068 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 39823 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47619 members 
Mstep: Class 27 contains 45793 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41230 members 
Mstep: Class 32 contains 48495 members 
Mstep: Class 33 contains 70703 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 40846 members 
Mstep: Class 36 contains 21402 members 
Mstep: Class 37 contains 38819 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44815 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422736.000000 Penalty: 141646.312500
Iteration 289Q: 42 clusters Score -1.964227e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44581 members 
Mstep: Class 3 contains 39034 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39583 members 
Mstep: Class 7 contains 49950 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 41639 members 
Mstep: Class 10 contains 40146 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12281 members 
Mstep: Class 14 contains 50015 members 
Mstep: Class 15 contains 39309 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 38057 members 
Mstep: Class 18 contains 44542 members 
Mstep: Class 19 contains 46021 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 39871 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 13672 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47629 members 
Mstep: Class 27 contains 45772 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41261 members 
Mstep: Class 32 contains 48486 members 
Mstep: Class 33 contains 70699 members 
Mstep: Class 34 contains 44070 members 
Mstep: Class 35 contains 40844 members 
Mstep: Class 36 contains 21189 members 
Mstep: Class 37 contains 38812 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44807 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422544.000000 Penalty: 141646.312500
Iteration 290Q: 42 clusters Score -1.964225e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 44593 members 
Mstep: Class 3 contains 38997 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39614 members 
Mstep: Class 7 contains 49936 members 
Mstep: Class 8 contains 13629 members 
Mstep: Class 9 contains 41640 members 
Mstep: Class 10 contains 40126 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12281 members 
Mstep: Class 14 contains 50026 members 
Mstep: Class 15 contains 39384 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 38003 members 
Mstep: Class 18 contains 44535 members 
Mstep: Class 19 contains 45967 members 
Mstep: Class 20 contains 16109 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 39955 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47612 members 
Mstep: Class 27 contains 45742 members 
Mstep: Class 28 contains 10429 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41290 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70706 members 
Mstep: Class 34 contains 44136 members 
Mstep: Class 35 contains 40835 members 
Mstep: Class 36 contains 20985 members 
Mstep: Class 37 contains 38802 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44796 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422368.000000 Penalty: 141646.312500
Iteration 291Q: 42 clusters Score -1.964224e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 44588 members 
Mstep: Class 3 contains 38952 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39632 members 
Mstep: Class 7 contains 49924 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 40102 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 50034 members 
Mstep: Class 15 contains 39459 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 37942 members 
Mstep: Class 18 contains 44519 members 
Mstep: Class 19 contains 45964 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40017 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47623 members 
Mstep: Class 27 contains 45738 members 
Mstep: Class 28 contains 10425 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41321 members 
Mstep: Class 32 contains 48476 members 
Mstep: Class 33 contains 70703 members 
Mstep: Class 34 contains 44201 members 
Mstep: Class 35 contains 40829 members 
Mstep: Class 36 contains 20754 members 
Mstep: Class 37 contains 38793 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44783 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422784.000000 Penalty: 141646.312500
Iteration 292Q: 42 clusters Score -1.964228e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 44585 members 
Mstep: Class 3 contains 38926 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 39640 members 
Mstep: Class 7 contains 49916 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 9 contains 41631 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 14 contains 50047 members 
Mstep: Class 15 contains 39512 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 37848 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 45971 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 40057 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47625 members 
Mstep: Class 27 contains 45726 members 
Mstep: Class 28 contains 10427 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41355 members 
Mstep: Class 32 contains 48472 members 
Mstep: Class 33 contains 70682 members 
Mstep: Class 34 contains 44308 members 
Mstep: Class 35 contains 40815 members 
Mstep: Class 36 contains 20516 members 
Mstep: Class 37 contains 38782 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44763 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422528.000000 Penalty: 141646.312500
Iteration 293Q: 42 clusters Score -1.964225e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 44580 members 
Mstep: Class 3 contains 38896 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39665 members 
Mstep: Class 7 contains 49913 members 
Mstep: Class 8 contains 13630 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 40097 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 14 contains 50053 members 
Mstep: Class 15 contains 39541 members 
Mstep: Class 16 contains 9995 members 
Mstep: Class 17 contains 37759 members 
Mstep: Class 18 contains 44534 members 
Mstep: Class 19 contains 45976 members 
Mstep: Class 20 contains 16104 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 13681 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47622 members 
Mstep: Class 27 contains 45701 members 
Mstep: Class 28 contains 10426 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41372 members 
Mstep: Class 32 contains 48475 members 
Mstep: Class 33 contains 70665 members 
Mstep: Class 34 contains 44400 members 
Mstep: Class 35 contains 40813 members 
Mstep: Class 36 contains 20273 members 
Mstep: Class 37 contains 38774 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44750 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422224.000000 Penalty: 141646.312500
Iteration 294Q: 42 clusters Score -1.964222e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 44565 members 
Mstep: Class 3 contains 38863 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39679 members 
Mstep: Class 7 contains 49911 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 41628 members 
Mstep: Class 10 contains 40090 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12277 members 
Mstep: Class 14 contains 50047 members 
Mstep: Class 15 contains 39561 members 
Mstep: Class 16 contains 9988 members 
Mstep: Class 17 contains 37676 members 
Mstep: Class 18 contains 44529 members 
Mstep: Class 19 contains 45958 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40189 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 13681 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47616 members 
Mstep: Class 27 contains 45682 members 
Mstep: Class 28 contains 10427 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41421 members 
Mstep: Class 32 contains 48472 members 
Mstep: Class 33 contains 70650 members 
Mstep: Class 34 contains 44452 members 
Mstep: Class 35 contains 40819 members 
Mstep: Class 36 contains 20024 members 
Mstep: Class 37 contains 38774 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44748 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422000.000000 Penalty: 141646.312500
Iteration 295Q: 42 clusters Score -1.96422e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 44563 members 
Mstep: Class 3 contains 38833 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 39693 members 
Mstep: Class 7 contains 49914 members 
Mstep: Class 8 contains 13656 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 10 contains 40066 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 50067 members 
Mstep: Class 15 contains 39546 members 
Mstep: Class 16 contains 9988 members 
Mstep: Class 17 contains 37600 members 
Mstep: Class 18 contains 44539 members 
Mstep: Class 19 contains 45928 members 
Mstep: Class 20 contains 16103 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40233 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 13681 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47618 members 
Mstep: Class 27 contains 45659 members 
Mstep: Class 28 contains 10427 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41488 members 
Mstep: Class 32 contains 48468 members 
Mstep: Class 33 contains 70637 members 
Mstep: Class 34 contains 44508 members 
Mstep: Class 35 contains 40814 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 38769 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44739 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 46069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421856.000000 Penalty: 141646.312500
Iteration 296Q: 42 clusters Score -1.964219e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44553 members 
Mstep: Class 3 contains 38808 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39713 members 
Mstep: Class 7 contains 49918 members 
Mstep: Class 8 contains 13665 members 
Mstep: Class 9 contains 41626 members 
Mstep: Class 10 contains 40041 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 50093 members 
Mstep: Class 15 contains 39548 members 
Mstep: Class 16 contains 9985 members 
Mstep: Class 17 contains 37534 members 
Mstep: Class 18 contains 44551 members 
Mstep: Class 19 contains 45886 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40266 members 
Mstep: Class 23 contains 8228 members 
Mstep: Class 24 contains 13680 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47608 members 
Mstep: Class 27 contains 45633 members 
Mstep: Class 28 contains 10422 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41548 members 
Mstep: Class 32 contains 48467 members 
Mstep: Class 33 contains 70643 members 
Mstep: Class 34 contains 44588 members 
Mstep: Class 35 contains 40805 members 
Mstep: Class 36 contains 19463 members 
Mstep: Class 37 contains 38759 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44734 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 46340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421776.000000 Penalty: 141646.312500
Iteration 297Q: 42 clusters Score -1.964218e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 44542 members 
Mstep: Class 3 contains 38764 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39724 members 
Mstep: Class 7 contains 49912 members 
Mstep: Class 8 contains 13675 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 40041 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50112 members 
Mstep: Class 15 contains 39528 members 
Mstep: Class 16 contains 9981 members 
Mstep: Class 17 contains 37415 members 
Mstep: Class 18 contains 44554 members 
Mstep: Class 19 contains 45848 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40305 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 13677 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47596 members 
Mstep: Class 27 contains 45618 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41605 members 
Mstep: Class 32 contains 48469 members 
Mstep: Class 33 contains 70654 members 
Mstep: Class 34 contains 44677 members 
Mstep: Class 35 contains 40807 members 
Mstep: Class 36 contains 19188 members 
Mstep: Class 37 contains 38755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44728 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 46658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421536.000000 Penalty: 141646.312500
Iteration 298Q: 42 clusters Score -1.964215e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 44529 members 
Mstep: Class 3 contains 38740 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39740 members 
Mstep: Class 7 contains 49900 members 
Mstep: Class 8 contains 13681 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 10 contains 40046 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 50131 members 
Mstep: Class 15 contains 39492 members 
Mstep: Class 16 contains 9977 members 
Mstep: Class 17 contains 37273 members 
Mstep: Class 18 contains 44551 members 
Mstep: Class 19 contains 45822 members 
Mstep: Class 20 contains 16099 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40328 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13679 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47587 members 
Mstep: Class 27 contains 45598 members 
Mstep: Class 28 contains 10421 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41659 members 
Mstep: Class 32 contains 48469 members 
Mstep: Class 33 contains 70676 members 
Mstep: Class 34 contains 44746 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 18916 members 
Mstep: Class 37 contains 38752 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44719 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421536.000000 Penalty: 141646.312500
Iteration 299Q: 42 clusters Score -1.964215e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 44534 members 
Mstep: Class 3 contains 38714 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39749 members 
Mstep: Class 7 contains 49895 members 
Mstep: Class 8 contains 13686 members 
Mstep: Class 9 contains 41628 members 
Mstep: Class 10 contains 40044 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50134 members 
Mstep: Class 15 contains 39477 members 
Mstep: Class 16 contains 9975 members 
Mstep: Class 17 contains 37132 members 
Mstep: Class 18 contains 44546 members 
Mstep: Class 19 contains 45816 members 
Mstep: Class 20 contains 16101 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 40340 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13678 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47592 members 
Mstep: Class 27 contains 45582 members 
Mstep: Class 28 contains 10421 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41705 members 
Mstep: Class 32 contains 48472 members 
Mstep: Class 33 contains 70672 members 
Mstep: Class 34 contains 44816 members 
Mstep: Class 35 contains 40791 members 
Mstep: Class 36 contains 18634 members 
Mstep: Class 37 contains 38751 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44705 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421040.000000 Penalty: 141646.312500
Iteration 300F: 42 clusters Score -1.96421e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 44549 members 
Mstep: Class 3 contains 38694 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39759 members 
Mstep: Class 7 contains 49877 members 
Mstep: Class 8 contains 13690 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 10 contains 40032 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 50143 members 
Mstep: Class 15 contains 39460 members 
Mstep: Class 16 contains 9971 members 
Mstep: Class 17 contains 36994 members 
Mstep: Class 18 contains 44532 members 
Mstep: Class 19 contains 45791 members 
Mstep: Class 20 contains 16104 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 40322 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13674 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47611 members 
Mstep: Class 27 contains 45566 members 
Mstep: Class 28 contains 10425 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41727 members 
Mstep: Class 32 contains 48474 members 
Mstep: Class 33 contains 70686 members 
Mstep: Class 34 contains 44888 members 
Mstep: Class 35 contains 40780 members 
Mstep: Class 36 contains 18403 members 
Mstep: Class 37 contains 38755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44693 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420704.000000 Penalty: 141646.312500
Iteration 301Q: 42 clusters Score -1.964207e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 44564 members 
Mstep: Class 3 contains 38667 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39770 members 
Mstep: Class 7 contains 49857 members 
Mstep: Class 8 contains 13699 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 10 contains 40018 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 50164 members 
Mstep: Class 15 contains 39440 members 
Mstep: Class 16 contains 9967 members 
Mstep: Class 17 contains 36835 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 45802 members 
Mstep: Class 20 contains 16101 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 40316 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 13672 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47615 members 
Mstep: Class 27 contains 45551 members 
Mstep: Class 28 contains 10428 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 41756 members 
Mstep: Class 32 contains 48474 members 
Mstep: Class 33 contains 70676 members 
Mstep: Class 34 contains 44968 members 
Mstep: Class 35 contains 40779 members 
Mstep: Class 36 contains 18181 members 
Mstep: Class 37 contains 38755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44686 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 48082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421008.000000 Penalty: 141646.312500
Iteration 302Q: 42 clusters Score -1.96421e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 44561 members 
Mstep: Class 3 contains 38627 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39778 members 
Mstep: Class 7 contains 49844 members 
Mstep: Class 8 contains 13714 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40005 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50180 members 
Mstep: Class 15 contains 39410 members 
Mstep: Class 16 contains 9962 members 
Mstep: Class 17 contains 36667 members 
Mstep: Class 18 contains 44529 members 
Mstep: Class 19 contains 45800 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 40323 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 13668 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47640 members 
Mstep: Class 27 contains 45534 members 
Mstep: Class 28 contains 10430 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 41781 members 
Mstep: Class 32 contains 48473 members 
Mstep: Class 33 contains 70674 members 
Mstep: Class 34 contains 45082 members 
Mstep: Class 35 contains 40774 members 
Mstep: Class 36 contains 17923 members 
Mstep: Class 37 contains 38754 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44687 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 48424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420944.000000 Penalty: 141646.312500
Iteration 303Q: 42 clusters Score -1.964209e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 44541 members 
Mstep: Class 3 contains 38602 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39792 members 
Mstep: Class 7 contains 49830 members 
Mstep: Class 8 contains 13724 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40020 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50193 members 
Mstep: Class 15 contains 39378 members 
Mstep: Class 16 contains 9960 members 
Mstep: Class 17 contains 36498 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 19 contains 45770 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 40329 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13662 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47656 members 
Mstep: Class 27 contains 45523 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 41789 members 
Mstep: Class 32 contains 48471 members 
Mstep: Class 33 contains 70669 members 
Mstep: Class 34 contains 45198 members 
Mstep: Class 35 contains 40766 members 
Mstep: Class 36 contains 17690 members 
Mstep: Class 37 contains 38749 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44688 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 48775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420656.000000 Penalty: 141646.312500
Iteration 304Q: 42 clusters Score -1.964207e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 44506 members 
Mstep: Class 3 contains 38571 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39817 members 
Mstep: Class 7 contains 49813 members 
Mstep: Class 8 contains 13741 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 10 contains 40027 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 50215 members 
Mstep: Class 15 contains 39339 members 
Mstep: Class 16 contains 9958 members 
Mstep: Class 17 contains 36225 members 
Mstep: Class 18 contains 44543 members 
Mstep: Class 19 contains 45727 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 40348 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13658 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47670 members 
Mstep: Class 27 contains 45513 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 41808 members 
Mstep: Class 32 contains 48472 members 
Mstep: Class 33 contains 70659 members 
Mstep: Class 34 contains 45380 members 
Mstep: Class 35 contains 40767 members 
Mstep: Class 36 contains 17479 members 
Mstep: Class 37 contains 38747 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44690 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 49142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420528.000000 Penalty: 141646.312500
Iteration 305Q: 42 clusters Score -1.964205e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 44463 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39836 members 
Mstep: Class 7 contains 49794 members 
Mstep: Class 8 contains 13758 members 
Mstep: Class 9 contains 41622 members 
Mstep: Class 10 contains 40026 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 50224 members 
Mstep: Class 15 contains 39314 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 35980 members 
Mstep: Class 18 contains 44540 members 
Mstep: Class 19 contains 45715 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 40363 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47677 members 
Mstep: Class 27 contains 45507 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41818 members 
Mstep: Class 32 contains 48474 members 
Mstep: Class 33 contains 70657 members 
Mstep: Class 34 contains 45524 members 
Mstep: Class 35 contains 40766 members 
Mstep: Class 36 contains 17235 members 
Mstep: Class 37 contains 38752 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44688 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 49551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419856.000000 Penalty: 141646.312500
Iteration 306Q: 42 clusters Score -1.964199e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 44445 members 
Mstep: Class 3 contains 38508 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39850 members 
Mstep: Class 7 contains 49792 members 
Mstep: Class 8 contains 13768 members 
Mstep: Class 9 contains 41625 members 
Mstep: Class 10 contains 40023 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 50228 members 
Mstep: Class 15 contains 39288 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 35744 members 
Mstep: Class 18 contains 44526 members 
Mstep: Class 19 contains 45689 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 40378 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13658 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47670 members 
Mstep: Class 27 contains 45496 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41867 members 
Mstep: Class 32 contains 48476 members 
Mstep: Class 33 contains 70657 members 
Mstep: Class 34 contains 45623 members 
Mstep: Class 35 contains 40754 members 
Mstep: Class 36 contains 16985 members 
Mstep: Class 37 contains 38755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44673 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 49983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420096.000000 Penalty: 141646.312500
Iteration 307Q: 42 clusters Score -1.964201e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 44444 members 
Mstep: Class 3 contains 38472 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39857 members 
Mstep: Class 7 contains 49783 members 
Mstep: Class 8 contains 13776 members 
Mstep: Class 9 contains 41625 members 
Mstep: Class 10 contains 40012 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 50230 members 
Mstep: Class 15 contains 39266 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 35476 members 
Mstep: Class 18 contains 44520 members 
Mstep: Class 19 contains 45680 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 40378 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 13659 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47682 members 
Mstep: Class 27 contains 45486 members 
Mstep: Class 28 contains 10437 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 41908 members 
Mstep: Class 32 contains 48475 members 
Mstep: Class 33 contains 70652 members 
Mstep: Class 34 contains 45774 members 
Mstep: Class 35 contains 40757 members 
Mstep: Class 36 contains 16739 members 
Mstep: Class 37 contains 38757 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44649 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 50398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419776.000000 Penalty: 141646.312500
Iteration 308Q: 42 clusters Score -1.964198e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44446 members 
Mstep: Class 3 contains 38442 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 39870 members 
Mstep: Class 7 contains 49783 members 
Mstep: Class 8 contains 13783 members 
Mstep: Class 9 contains 41628 members 
Mstep: Class 10 contains 40013 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 50235 members 
Mstep: Class 15 contains 39255 members 
Mstep: Class 16 contains 9956 members 
Mstep: Class 17 contains 35237 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 45654 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 40384 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13661 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47677 members 
Mstep: Class 27 contains 45462 members 
Mstep: Class 28 contains 10437 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 41944 members 
Mstep: Class 32 contains 48473 members 
Mstep: Class 33 contains 70653 members 
Mstep: Class 34 contains 45867 members 
Mstep: Class 35 contains 40760 members 
Mstep: Class 36 contains 16460 members 
Mstep: Class 37 contains 38755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44638 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 50846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419520.000000 Penalty: 141646.312500
Iteration 309Q: 42 clusters Score -1.964195e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 44432 members 
Mstep: Class 3 contains 38424 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39883 members 
Mstep: Class 7 contains 49792 members 
Mstep: Class 8 contains 13781 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 40007 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 50237 members 
Mstep: Class 15 contains 39245 members 
Mstep: Class 16 contains 9956 members 
Mstep: Class 17 contains 34987 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 45597 members 
Mstep: Class 20 contains 16108 members 
Mstep: Class 21 contains 6792 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 13657 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47671 members 
Mstep: Class 27 contains 45439 members 
Mstep: Class 28 contains 10437 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 41991 members 
Mstep: Class 32 contains 48478 members 
Mstep: Class 33 contains 70657 members 
Mstep: Class 34 contains 45988 members 
Mstep: Class 35 contains 40757 members 
Mstep: Class 36 contains 16206 members 
Mstep: Class 37 contains 38753 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44638 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 51264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419440.000000 Penalty: 141646.312500
Iteration 310Q: 42 clusters Score -1.964194e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 44411 members 
Mstep: Class 3 contains 38401 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39898 members 
Mstep: Class 7 contains 49793 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40015 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12260 members 
Mstep: Class 14 contains 50250 members 
Mstep: Class 15 contains 39230 members 
Mstep: Class 16 contains 9956 members 
Mstep: Class 17 contains 34703 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 45552 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 13654 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47676 members 
Mstep: Class 27 contains 45416 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42027 members 
Mstep: Class 32 contains 48479 members 
Mstep: Class 33 contains 70655 members 
Mstep: Class 34 contains 46154 members 
Mstep: Class 35 contains 40764 members 
Mstep: Class 36 contains 15945 members 
Mstep: Class 37 contains 38747 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44649 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 51678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419440.000000 Penalty: 141646.312500
Iteration 311Q: 42 clusters Score -1.964194e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 44375 members 
Mstep: Class 3 contains 38382 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39908 members 
Mstep: Class 7 contains 49782 members 
Mstep: Class 8 contains 13788 members 
Mstep: Class 9 contains 41618 members 
Mstep: Class 10 contains 40016 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12264 members 
Mstep: Class 14 contains 50266 members 
Mstep: Class 15 contains 39242 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 34410 members 
Mstep: Class 18 contains 44529 members 
Mstep: Class 19 contains 45483 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 13649 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47689 members 
Mstep: Class 27 contains 45393 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42073 members 
Mstep: Class 32 contains 48478 members 
Mstep: Class 33 contains 70656 members 
Mstep: Class 34 contains 46291 members 
Mstep: Class 35 contains 40767 members 
Mstep: Class 36 contains 15724 members 
Mstep: Class 37 contains 38750 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44641 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 52103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419504.000000 Penalty: 141646.312500
Iteration 312Q: 42 clusters Score -1.964195e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 44362 members 
Mstep: Class 3 contains 38363 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39935 members 
Mstep: Class 7 contains 49777 members 
Mstep: Class 8 contains 13797 members 
Mstep: Class 9 contains 41617 members 
Mstep: Class 10 contains 40023 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 50261 members 
Mstep: Class 15 contains 39289 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 34117 members 
Mstep: Class 18 contains 44532 members 
Mstep: Class 19 contains 45405 members 
Mstep: Class 20 contains 16104 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 40445 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 13647 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45372 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 48480 members 
Mstep: Class 33 contains 70636 members 
Mstep: Class 34 contains 46377 members 
Mstep: Class 35 contains 40776 members 
Mstep: Class 36 contains 15509 members 
Mstep: Class 37 contains 38748 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44631 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 52566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419264.000000 Penalty: 141646.312500
Iteration 313Q: 42 clusters Score -1.964193e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 44326 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39944 members 
Mstep: Class 7 contains 49759 members 
Mstep: Class 8 contains 13810 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 10 contains 40023 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 50263 members 
Mstep: Class 15 contains 39381 members 
Mstep: Class 16 contains 9952 members 
Mstep: Class 17 contains 33839 members 
Mstep: Class 18 contains 44531 members 
Mstep: Class 19 contains 45341 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 40449 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 13637 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47710 members 
Mstep: Class 27 contains 45341 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42140 members 
Mstep: Class 32 contains 48478 members 
Mstep: Class 33 contains 70617 members 
Mstep: Class 34 contains 46417 members 
Mstep: Class 35 contains 40775 members 
Mstep: Class 36 contains 15294 members 
Mstep: Class 37 contains 38745 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44628 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419168.000000 Penalty: 141646.312500
Iteration 314Q: 42 clusters Score -1.964192e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 44309 members 
Mstep: Class 3 contains 38315 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39960 members 
Mstep: Class 7 contains 49732 members 
Mstep: Class 8 contains 13837 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 10 contains 40039 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 50269 members 
Mstep: Class 15 contains 39509 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 33488 members 
Mstep: Class 18 contains 44514 members 
Mstep: Class 19 contains 45315 members 
Mstep: Class 20 contains 16099 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 40441 members 
Mstep: Class 23 contains 8260 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47711 members 
Mstep: Class 27 contains 45325 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42168 members 
Mstep: Class 32 contains 48479 members 
Mstep: Class 33 contains 70611 members 
Mstep: Class 34 contains 46467 members 
Mstep: Class 35 contains 40779 members 
Mstep: Class 36 contains 15073 members 
Mstep: Class 37 contains 38744 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44617 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418992.000000 Penalty: 141646.312500
Iteration 315Q: 42 clusters Score -1.96419e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44289 members 
Mstep: Class 3 contains 38281 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39996 members 
Mstep: Class 7 contains 49725 members 
Mstep: Class 8 contains 13855 members 
Mstep: Class 9 contains 41618 members 
Mstep: Class 10 contains 40029 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50273 members 
Mstep: Class 15 contains 39657 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 33152 members 
Mstep: Class 18 contains 44490 members 
Mstep: Class 19 contains 45307 members 
Mstep: Class 20 contains 16097 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 40435 members 
Mstep: Class 23 contains 8262 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47701 members 
Mstep: Class 27 contains 45329 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42205 members 
Mstep: Class 32 contains 48481 members 
Mstep: Class 33 contains 70604 members 
Mstep: Class 34 contains 46457 members 
Mstep: Class 35 contains 40782 members 
Mstep: Class 36 contains 14866 members 
Mstep: Class 37 contains 38739 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44604 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418736.000000 Penalty: 141646.312500
Iteration 316Q: 42 clusters Score -1.964187e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 44252 members 
Mstep: Class 3 contains 38240 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 40021 members 
Mstep: Class 7 contains 49703 members 
Mstep: Class 8 contains 13866 members 
Mstep: Class 9 contains 41620 members 
Mstep: Class 10 contains 40027 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 50270 members 
Mstep: Class 15 contains 39854 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 32819 members 
Mstep: Class 18 contains 44484 members 
Mstep: Class 19 contains 45301 members 
Mstep: Class 20 contains 16097 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 40436 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13630 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47695 members 
Mstep: Class 27 contains 45333 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42256 members 
Mstep: Class 32 contains 48480 members 
Mstep: Class 33 contains 70599 members 
Mstep: Class 34 contains 46413 members 
Mstep: Class 35 contains 40784 members 
Mstep: Class 36 contains 14670 members 
Mstep: Class 37 contains 38738 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44595 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 54353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419184.000000 Penalty: 141646.312500
Iteration 317Q: 42 clusters Score -1.964192e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 44230 members 
Mstep: Class 3 contains 38202 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49671 members 
Mstep: Class 8 contains 13860 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40036 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 50275 members 
Mstep: Class 15 contains 40109 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 32502 members 
Mstep: Class 18 contains 44487 members 
Mstep: Class 19 contains 45285 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6798 members 
Mstep: Class 22 contains 40442 members 
Mstep: Class 23 contains 8269 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47691 members 
Mstep: Class 27 contains 45320 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42295 members 
Mstep: Class 32 contains 48481 members 
Mstep: Class 33 contains 70583 members 
Mstep: Class 34 contains 46337 members 
Mstep: Class 35 contains 40791 members 
Mstep: Class 36 contains 14485 members 
Mstep: Class 37 contains 38736 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44584 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 54747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418656.000000 Penalty: 141646.312500
Iteration 318Q: 42 clusters Score -1.964187e+08 nChanged 2830
Entering ConstructFrom: 
Score: -196418656.000000 Penalty: 141646.312500
Entering ConstructFrom: 
Trying to split cluster 1 (16543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Entering Unmasked Estep 
Score: -2911584.000000 Penalty: 2409.002197
	Iteration 0F: 2 clusters Score -2911584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2899691.000000 Penalty: 4818.004395
	Iteration 0F: 3 clusters Score -2899691 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2903505.500000 Penalty: 4818.004395
	Iteration 1F: 3 clusters Score -2903506 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2903947.750000 Penalty: 4818.004395
	Iteration 2F: 3 clusters Score -2903948 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2904337.750000 Penalty: 4818.004395
	Iteration 3F: 3 clusters Score -2904338 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2904748.500000 Penalty: 4818.004395
	Iteration 4Q: 3 clusters Score -2904748 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2905218.250000 Penalty: 4818.004395
	Iteration 5F: 3 clusters Score -2905218 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2905711.250000 Penalty: 4818.004395
	Iteration 6F: 3 clusters Score -2905711 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2906166.500000 Penalty: 4818.004395
	Iteration 7Q: 3 clusters Score -2906166 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2906665.000000 Penalty: 4818.004395
	Iteration 8Q: 3 clusters Score -2906665 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2907061.250000 Penalty: 4818.004395
	Iteration 9Q: 3 clusters Score -2907061 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2907427.250000 Penalty: 4818.004395
	Iteration 10Q: 3 clusters Score -2907427 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2907733.750000 Penalty: 4818.004395
	Iteration 11Q: 3 clusters Score -2907734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2907937.000000 Penalty: 4818.004395
	Iteration 12Q: 3 clusters Score -2907937 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2908107.000000 Penalty: 4818.004395
	Iteration 13Q: 3 clusters Score -2908107 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2908281.750000 Penalty: 4818.004395
	Iteration 14Q: 3 clusters Score -2908282 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2908458.750000 Penalty: 4818.004395
	Iteration 15Q: 3 clusters Score -2908459 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2908668.750000 Penalty: 4818.004395
	Iteration 16Q: 3 clusters Score -2908669 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2908899.250000 Penalty: 4818.004395
	Iteration 17Q: 3 clusters Score -2908899 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2909171.500000 Penalty: 4818.004395
	Iteration 18Q: 3 clusters Score -2909172 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2909407.000000 Penalty: 4818.004395
	Iteration 19Q: 3 clusters Score -2909407 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2909629.500000 Penalty: 4818.004395
	Iteration 20F: 3 clusters Score -2909630 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2909884.000000 Penalty: 4818.004395
	Iteration 21Q: 3 clusters Score -2909884 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2910084.750000 Penalty: 4818.004395
	Iteration 22Q: 3 clusters Score -2910085 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2910265.250000 Penalty: 4818.004395
	Iteration 23Q: 3 clusters Score -2910265 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2910415.000000 Penalty: 4818.004395
	Iteration 24Q: 3 clusters Score -2910415 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2910558.500000 Penalty: 4818.004395
	Iteration 25Q: 3 clusters Score -2910558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2910688.250000 Penalty: 4818.004395
	Iteration 26Q: 3 clusters Score -2910688 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2910767.500000 Penalty: 4818.004395
	Iteration 27Q: 3 clusters Score -2910768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2910816.000000 Penalty: 4818.004395
	Iteration 28Q: 3 clusters Score -2910816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2910836.250000 Penalty: 4818.004395
	Iteration 29Q: 3 clusters Score -2910836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2910858.500000 Penalty: 4818.004395
	Iteration 30Q: 3 clusters Score -2910858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2910865.250000 Penalty: 4818.004395
	Iteration 31Q: 3 clusters Score -2910865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2910869.000000 Penalty: 4818.004395
	Iteration 32Q: 3 clusters Score -2910869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2910867.750000 Penalty: 4818.004395
	Iteration 33Q: 3 clusters Score -2910868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2910868.000000 Penalty: 4818.004395
	Iteration 34Q: 3 clusters Score -2910868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2910867.500000 Penalty: 4818.004395
	Iteration 35Q: 3 clusters Score -2910868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2910867.000000 Penalty: 4818.004395
	Iteration 36Q: 3 clusters Score -2910867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2910866.500000 Penalty: 4818.004395
	Iteration 37Q: 3 clusters Score -2910866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2910876.250000 Penalty: 4818.004395
	Iteration 38Q: 3 clusters Score -2910876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2910878.000000 Penalty: 4818.004395
	Iteration 39Q: 3 clusters Score -2910878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2910872.500000 Penalty: 4818.004395
	Iteration 40F: 3 clusters Score -2910872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2910877.250000 Penalty: 4818.004395
	Iteration 41Q: 3 clusters Score -2910877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2910879.500000 Penalty: 4818.004395
	Iteration 42Q: 3 clusters Score -2910880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2910884.000000 Penalty: 4818.004395
	Iteration 43Q: 3 clusters Score -2910884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2910886.250000 Penalty: 4818.004395
	Iteration 44Q: 3 clusters Score -2910886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2910887.000000 Penalty: 4818.004395
	Iteration 45Q: 3 clusters Score -2910887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2910886.750000 Penalty: 4818.004395
	Iteration 46Q: 3 clusters Score -2910887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2910887.000000 Penalty: 4818.004395
	Iteration 47Q: 3 clusters Score -2910887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2910891.250000 Penalty: 4818.004395
	Iteration 48Q: 3 clusters Score -2910891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2910888.500000 Penalty: 4818.004395
	Iteration 49Q: 3 clusters Score -2910888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2910891.500000 Penalty: 4818.004395
	Iteration 50Q: 3 clusters Score -2910892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2910889.000000 Penalty: 4818.004395
	Iteration 51Q: 3 clusters Score -2910889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2910888.250000 Penalty: 4818.004395
	Iteration 52Q: 3 clusters Score -2910888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2910889.000000 Penalty: 4818.004395
	Iteration 53Q: 3 clusters Score -2910889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2910893.000000 Penalty: 4818.004395
	Iteration 54Q: 3 clusters Score -2910893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2910893.500000 Penalty: 4818.004395
	Iteration 55Q: 3 clusters Score -2910894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2910893.500000 Penalty: 4818.004395
	Iteration 56F: 3 clusters Score -2910894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Entering Unmasked Estep 
Score: -8003370.000000 Penalty: 2652.872803
	Iteration 0F: 2 clusters Score -8003370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -7974413.000000 Penalty: 5305.745605
	Iteration 0F: 3 clusters Score -7974413 nChanged 20157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -7985568.000000 Penalty: 5305.745605
	Iteration 1F: 3 clusters Score -7985568 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -7986134.500000 Penalty: 5305.745605
	Iteration 2Q: 3 clusters Score -7986134 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -7986661.500000 Penalty: 5305.745605
	Iteration 3Q: 3 clusters Score -7986662 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -7987157.000000 Penalty: 5305.745605
	Iteration 4Q: 3 clusters Score -7987157 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -7987616.000000 Penalty: 5305.745605
	Iteration 5Q: 3 clusters Score -7987616 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -7988270.000000 Penalty: 5305.745605
	Iteration 6Q: 3 clusters Score -7988270 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -7988944.500000 Penalty: 5305.745605
	Iteration 7Q: 3 clusters Score -7988944 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -7989815.500000 Penalty: 5305.745605
	Iteration 8Q: 3 clusters Score -7989816 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -7990963.000000 Penalty: 5305.745605
	Iteration 9Q: 3 clusters Score -7990963 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -7992353.500000 Penalty: 5305.745605
	Iteration 10Q: 3 clusters Score -7992354 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -7993902.000000 Penalty: 5305.745605
	Iteration 11Q: 3 clusters Score -7993902 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -7995357.500000 Penalty: 5305.745605
	Iteration 12Q: 3 clusters Score -7995358 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -7996673.500000 Penalty: 5305.745605
	Iteration 13Q: 3 clusters Score -7996674 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -7997755.500000 Penalty: 5305.745605
	Iteration 14Q: 3 clusters Score -7997756 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7998575.000000 Penalty: 5305.745605
	Iteration 15Q: 3 clusters Score -7998575 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -7999196.000000 Penalty: 5305.745605
	Iteration 16Q: 3 clusters Score -7999196 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7999728.000000 Penalty: 5305.745605
	Iteration 17Q: 3 clusters Score -7999728 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8000131.500000 Penalty: 5305.745605
	Iteration 18Q: 3 clusters Score -8000132 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8000382.000000 Penalty: 5305.745605
	Iteration 19Q: 3 clusters Score -8000382 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8000615.500000 Penalty: 5305.745605
	Iteration 20F: 3 clusters Score -8000616 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8000755.500000 Penalty: 5305.745605
	Iteration 21Q: 3 clusters Score -8000756 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8000881.000000 Penalty: 5305.745605
	Iteration 22Q: 3 clusters Score -8000881 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8000942.500000 Penalty: 5305.745605
	Iteration 23Q: 3 clusters Score -8000942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8000980.500000 Penalty: 5305.745605
	Iteration 24Q: 3 clusters Score -8000980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8001006.000000 Penalty: 5305.745605
	Iteration 25Q: 3 clusters Score -8001006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8001035.000000 Penalty: 5305.745605
	Iteration 26Q: 3 clusters Score -8001035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8001052.000000 Penalty: 5305.745605
	Iteration 27Q: 3 clusters Score -8001052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8001064.500000 Penalty: 5305.745605
	Iteration 28Q: 3 clusters Score -8001064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8001068.500000 Penalty: 5305.745605
	Iteration 29Q: 3 clusters Score -8001068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8001077.500000 Penalty: 5305.745605
	Iteration 30Q: 3 clusters Score -8001078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8001087.000000 Penalty: 5305.745605
	Iteration 31Q: 3 clusters Score -8001087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8001087.500000 Penalty: 5305.745605
	Iteration 32Q: 3 clusters Score -8001088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8001099.000000 Penalty: 5305.745605
	Iteration 33Q: 3 clusters Score -8001099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8001105.500000 Penalty: 5305.745605
	Iteration 34Q: 3 clusters Score -8001106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8001105.500000 Penalty: 5305.745605
	Iteration 35Q: 3 clusters Score -8001106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8001109.000000 Penalty: 5305.745605
	Iteration 36Q: 3 clusters Score -8001109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8001108.500000 Penalty: 5305.745605
	Iteration 37Q: 3 clusters Score -8001108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8001113.500000 Penalty: 5305.745605
	Iteration 38Q: 3 clusters Score -8001114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8001118.000000 Penalty: 5305.745605
	Iteration 39Q: 3 clusters Score -8001118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8001116.500000 Penalty: 5305.745605
	Iteration 40F: 3 clusters Score -8001116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8001116.500000 Penalty: 5305.745605
	Iteration 41Q: 3 clusters Score -8001116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8001119.000000 Penalty: 5305.745605
	Iteration 42Q: 3 clusters Score -8001119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8001116.000000 Penalty: 5305.745605
	Iteration 43Q: 3 clusters Score -8001116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8001114.000000 Penalty: 5305.745605
	Iteration 44Q: 3 clusters Score -8001114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8001114.000000 Penalty: 5305.745605
	Iteration 45F: 3 clusters Score -8001114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Entering Unmasked Estep 
Score: -6800523.500000 Penalty: 2616.234619
	Iteration 0F: 2 clusters Score -6800524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -6774681.500000 Penalty: 5232.469238
	Iteration 0F: 3 clusters Score -6774682 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -6784108.000000 Penalty: 5232.469238
	Iteration 1F: 3 clusters Score -6784108 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6784609.000000 Penalty: 5232.469238
	Iteration 2Q: 3 clusters Score -6784609 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -6785102.000000 Penalty: 5232.469238
	Iteration 3Q: 3 clusters Score -6785102 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -6785606.000000 Penalty: 5232.469238
	Iteration 4Q: 3 clusters Score -6785606 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -6786340.000000 Penalty: 5232.469238
	Iteration 5Q: 3 clusters Score -6786340 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -6787205.000000 Penalty: 5232.469238
	Iteration 6Q: 3 clusters Score -6787205 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -6788365.500000 Penalty: 5232.469238
	Iteration 7F: 3 clusters Score -6788366 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6790005.000000 Penalty: 5232.469238
	Iteration 8F: 3 clusters Score -6790005 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6791894.000000 Penalty: 5232.469238
	Iteration 9F: 3 clusters Score -6791894 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -6793585.000000 Penalty: 5232.469238
	Iteration 10F: 3 clusters Score -6793585 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -6794817.500000 Penalty: 5232.469238
	Iteration 11Q: 3 clusters Score -6794818 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -6795576.500000 Penalty: 5232.469238
	Iteration 12Q: 3 clusters Score -6795576 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -6796077.500000 Penalty: 5232.469238
	Iteration 13Q: 3 clusters Score -6796078 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -6796426.000000 Penalty: 5232.469238
	Iteration 14Q: 3 clusters Score -6796426 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -6796649.000000 Penalty: 5232.469238
	Iteration 15Q: 3 clusters Score -6796649 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -6796833.500000 Penalty: 5232.469238
	Iteration 16Q: 3 clusters Score -6796834 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -6796986.000000 Penalty: 5232.469238
	Iteration 17Q: 3 clusters Score -6796986 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -6797140.500000 Penalty: 5232.469238
	Iteration 18Q: 3 clusters Score -6797140 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -6797304.500000 Penalty: 5232.469238
	Iteration 19Q: 3 clusters Score -6797304 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -6797406.000000 Penalty: 5232.469238
	Iteration 20F: 3 clusters Score -6797406 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -6797513.000000 Penalty: 5232.469238
	Iteration 21Q: 3 clusters Score -6797513 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -6797615.000000 Penalty: 5232.469238
	Iteration 22Q: 3 clusters Score -6797615 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -6797689.000000 Penalty: 5232.469238
	Iteration 23Q: 3 clusters Score -6797689 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -6797754.000000 Penalty: 5232.469238
	Iteration 24Q: 3 clusters Score -6797754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -6797808.000000 Penalty: 5232.469238
	Iteration 25Q: 3 clusters Score -6797808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -6797866.000000 Penalty: 5232.469238
	Iteration 26Q: 3 clusters Score -6797866 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -6797933.500000 Penalty: 5232.469238
	Iteration 27Q: 3 clusters Score -6797934 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -6797980.000000 Penalty: 5232.469238
	Iteration 28Q: 3 clusters Score -6797980 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6798048.500000 Penalty: 5232.469238
	Iteration 29Q: 3 clusters Score -6798048 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -6798114.000000 Penalty: 5232.469238
	Iteration 30Q: 3 clusters Score -6798114 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6798160.000000 Penalty: 5232.469238
	Iteration 31Q: 3 clusters Score -6798160 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -6798209.500000 Penalty: 5232.469238
	Iteration 32Q: 3 clusters Score -6798210 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -6798234.000000 Penalty: 5232.469238
	Iteration 33Q: 3 clusters Score -6798234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -6798261.500000 Penalty: 5232.469238
	Iteration 34Q: 3 clusters Score -6798262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -6798325.500000 Penalty: 5232.469238
	Iteration 35Q: 3 clusters Score -6798326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -6798346.500000 Penalty: 5232.469238
	Iteration 36Q: 3 clusters Score -6798346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -6798383.500000 Penalty: 5232.469238
	Iteration 37Q: 3 clusters Score -6798384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -6798423.500000 Penalty: 5232.469238
	Iteration 38Q: 3 clusters Score -6798424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -6798474.500000 Penalty: 5232.469238
	Iteration 39Q: 3 clusters Score -6798474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -6798503.000000 Penalty: 5232.469238
	Iteration 40F: 3 clusters Score -6798503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -6798500.000000 Penalty: 5232.469238
	Iteration 41Q: 3 clusters Score -6798500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -6798527.500000 Penalty: 5232.469238
	Iteration 42Q: 3 clusters Score -6798528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -6798542.500000 Penalty: 5232.469238
	Iteration 43Q: 3 clusters Score -6798542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -6798561.500000 Penalty: 5232.469238
	Iteration 44Q: 3 clusters Score -6798562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -6798592.500000 Penalty: 5232.469238
	Iteration 45Q: 3 clusters Score -6798592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -6798639.500000 Penalty: 5232.469238
	Iteration 46Q: 3 clusters Score -6798640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -6798657.000000 Penalty: 5232.469238
	Iteration 47Q: 3 clusters Score -6798657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -6798661.500000 Penalty: 5232.469238
	Iteration 48Q: 3 clusters Score -6798662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -6798704.500000 Penalty: 5232.469238
	Iteration 49Q: 3 clusters Score -6798704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6798742.000000 Penalty: 5232.469238
	Iteration 50Q: 3 clusters Score -6798742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -6798751.500000 Penalty: 5232.469238
	Iteration 51Q: 3 clusters Score -6798752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -6798762.000000 Penalty: 5232.469238
	Iteration 52Q: 3 clusters Score -6798762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -6798771.500000 Penalty: 5232.469238
	Iteration 53Q: 3 clusters Score -6798772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -6798788.000000 Penalty: 5232.469238
	Iteration 54Q: 3 clusters Score -6798788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -6798790.500000 Penalty: 5232.469238
	Iteration 55Q: 3 clusters Score -6798790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -6798799.000000 Penalty: 5232.469238
	Iteration 56Q: 3 clusters Score -6798799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -6798797.500000 Penalty: 5232.469238
	Iteration 57Q: 3 clusters Score -6798798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -6798802.000000 Penalty: 5232.469238
	Iteration 58Q: 3 clusters Score -6798802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -6798800.500000 Penalty: 5232.469238
	Iteration 59Q: 3 clusters Score -6798800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -6798807.500000 Penalty: 5232.469238
	Iteration 60F: 3 clusters Score -6798808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6798808.000000 Penalty: 5232.469238
	Iteration 61Q: 3 clusters Score -6798808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -6798806.000000 Penalty: 5232.469238
	Iteration 62Q: 3 clusters Score -6798806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -6798818.000000 Penalty: 5232.469238
	Iteration 63Q: 3 clusters Score -6798818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -6798821.500000 Penalty: 5232.469238
	Iteration 64Q: 3 clusters Score -6798822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -6798807.000000 Penalty: 5232.469238
	Iteration 65Q: 3 clusters Score -6798807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -6798817.500000 Penalty: 5232.469238
	Iteration 66Q: 3 clusters Score -6798818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -6798816.500000 Penalty: 5232.469238
	Iteration 67Q: 3 clusters Score -6798816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -6798816.000000 Penalty: 5232.469238
	Iteration 68Q: 3 clusters Score -6798816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6798814.500000 Penalty: 5232.469238
	Iteration 69Q: 3 clusters Score -6798814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6798815.500000 Penalty: 5232.469238
	Iteration 70Q: 3 clusters Score -6798816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6798818.000000 Penalty: 5232.469238
	Iteration 71Q: 3 clusters Score -6798818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6798817.500000 Penalty: 5232.469238
	Iteration 72Q: 3 clusters Score -6798818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -6798819.000000 Penalty: 5232.469238
	Iteration 73Q: 3 clusters Score -6798819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6798817.000000 Penalty: 5232.469238
	Iteration 74Q: 3 clusters Score -6798817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6798817.000000 Penalty: 5232.469238
	Iteration 75F: 3 clusters Score -6798817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -762053.937500 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -762053.9 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 2243 members 
Entering Unmasked Estep 
Score: -757830.875000 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -757830.9 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -758918.687500 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -758918.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -759218.812500 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -759218.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -759473.125000 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -759473.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -759720.437500 Penalty: 4169.948730
	Iteration 4F: 3 clusters Score -759720.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -759999.187500 Penalty: 4169.948730
	Iteration 5F: 3 clusters Score -759999.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -760271.062500 Penalty: 4169.948730
	Iteration 6F: 3 clusters Score -760271.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -760495.750000 Penalty: 4169.948730
	Iteration 7F: 3 clusters Score -760495.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -760658.500000 Penalty: 4169.948730
	Iteration 8Q: 3 clusters Score -760658.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -760808.062500 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -760808.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -760950.562500 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -760950.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -761039.625000 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -761039.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -761098.250000 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -761098.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -761154.875000 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -761154.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -761207.750000 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -761207.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -761248.937500 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -761248.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -761287.625000 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -761287.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -761323.875000 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -761323.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -761352.687500 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -761352.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -761372.250000 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -761372.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -761378.375000 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -761378.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -761379.812500 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -761379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -761380.937500 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -761380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -761383.250000 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -761383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -761382.500000 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -761382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -761385.812500 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -761385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -761385.125000 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -761385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -761386.375000 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -761386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -761386.500000 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -761386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -761386.875000 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -761386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -761387.812500 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -761387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -761387.375000 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -761387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -761388.125000 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -761388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -761389.500000 Penalty: 4169.948730
	Iteration 33Q: 3 clusters Score -761389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -761389.500000 Penalty: 4169.948730
	Iteration 34F: 3 clusters Score -761389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -449436.625000 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -449436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -446462.093750 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -446462.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -447305.250000 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -447305.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -447614.156250 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -447614.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -447811.312500 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -447811.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -447960.812500 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -447960.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -448095.656250 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -448095.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -448180.531250 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -448180.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -448231.812500 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -448231.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -448268.468750 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -448268.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -448290.750000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -448290.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -448310.375000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -448310.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -448319.812500 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -448319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -448325.500000 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -448325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -448326.906250 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -448326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -448330.125000 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -448330.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -448330.687500 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -448330.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -448330.687500 Penalty: 3918.347900
	Iteration 16F: 3 clusters Score -448330.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Entering Unmasked Estep 
Score: -7188703.000000 Penalty: 2628.157471
	Iteration 0F: 2 clusters Score -7188703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -7161855.000000 Penalty: 5256.314941
	Iteration 0F: 3 clusters Score -7161855 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7172459.000000 Penalty: 5256.314941
	Iteration 1F: 3 clusters Score -7172459 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -7173819.000000 Penalty: 5256.314941
	Iteration 2F: 3 clusters Score -7173819 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -7175811.500000 Penalty: 5256.314941
	Iteration 3F: 3 clusters Score -7175812 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -7178508.000000 Penalty: 5256.314941
	Iteration 4F: 3 clusters Score -7178508 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -7181710.500000 Penalty: 5256.314941
	Iteration 5F: 3 clusters Score -7181710 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -7184705.500000 Penalty: 5256.314941
	Iteration 6F: 3 clusters Score -7184706 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -7186583.000000 Penalty: 5256.314941
	Iteration 7F: 3 clusters Score -7186583 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -7187332.500000 Penalty: 5256.314941
	Iteration 8Q: 3 clusters Score -7187332 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -7187581.000000 Penalty: 5256.314941
	Iteration 9Q: 3 clusters Score -7187581 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -7187678.000000 Penalty: 5256.314941
	Iteration 10Q: 3 clusters Score -7187678 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -7187728.000000 Penalty: 5256.314941
	Iteration 11Q: 3 clusters Score -7187728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -7187721.500000 Penalty: 5256.314941
	Iteration 12Q: 3 clusters Score -7187722 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -7187775.000000 Penalty: 5256.314941
	Iteration 13Q: 3 clusters Score -7187775 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -7187831.500000 Penalty: 5256.314941
	Iteration 14Q: 3 clusters Score -7187832 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -7187851.500000 Penalty: 5256.314941
	Iteration 15Q: 3 clusters Score -7187852 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -7187837.000000 Penalty: 5256.314941
	Iteration 16Q: 3 clusters Score -7187837 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7187848.000000 Penalty: 5256.314941
	Iteration 17Q: 3 clusters Score -7187848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -7187831.500000 Penalty: 5256.314941
	Iteration 18Q: 3 clusters Score -7187832 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -7187834.000000 Penalty: 5256.314941
	Iteration 19Q: 3 clusters Score -7187834 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -7187854.500000 Penalty: 5256.314941
	Iteration 20F: 3 clusters Score -7187854 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -7187857.500000 Penalty: 5256.314941
	Iteration 21Q: 3 clusters Score -7187858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -7187887.500000 Penalty: 5256.314941
	Iteration 22Q: 3 clusters Score -7187888 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -7187880.000000 Penalty: 5256.314941
	Iteration 23Q: 3 clusters Score -7187880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -7187918.500000 Penalty: 5256.314941
	Iteration 24Q: 3 clusters Score -7187918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -7187948.000000 Penalty: 5256.314941
	Iteration 25Q: 3 clusters Score -7187948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -7187950.000000 Penalty: 5256.314941
	Iteration 26Q: 3 clusters Score -7187950 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -7187941.000000 Penalty: 5256.314941
	Iteration 27Q: 3 clusters Score -7187941 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -7187947.000000 Penalty: 5256.314941
	Iteration 28Q: 3 clusters Score -7187947 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -7187943.500000 Penalty: 5256.314941
	Iteration 29Q: 3 clusters Score -7187944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7187939.000000 Penalty: 5256.314941
	Iteration 30Q: 3 clusters Score -7187939 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -7187945.000000 Penalty: 5256.314941
	Iteration 31Q: 3 clusters Score -7187945 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -7187946.500000 Penalty: 5256.314941
	Iteration 32Q: 3 clusters Score -7187946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7187937.000000 Penalty: 5256.314941
	Iteration 33Q: 3 clusters Score -7187937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -7187934.500000 Penalty: 5256.314941
	Iteration 34Q: 3 clusters Score -7187934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -7187931.500000 Penalty: 5256.314941
	Iteration 35Q: 3 clusters Score -7187932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -7187931.500000 Penalty: 5256.314941
	Iteration 36Q: 3 clusters Score -7187932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -7187926.000000 Penalty: 5256.314941
	Iteration 37Q: 3 clusters Score -7187926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -7187918.500000 Penalty: 5256.314941
	Iteration 38Q: 3 clusters Score -7187918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -7187894.000000 Penalty: 5256.314941
	Iteration 39Q: 3 clusters Score -7187894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7187890.000000 Penalty: 5256.314941
	Iteration 40F: 3 clusters Score -7187890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -7187898.000000 Penalty: 5256.314941
	Iteration 41Q: 3 clusters Score -7187898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -7187918.500000 Penalty: 5256.314941
	Iteration 42Q: 3 clusters Score -7187918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -7187921.500000 Penalty: 5256.314941
	Iteration 43Q: 3 clusters Score -7187922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -7187929.500000 Penalty: 5256.314941
	Iteration 44Q: 3 clusters Score -7187930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -7187924.500000 Penalty: 5256.314941
	Iteration 45Q: 3 clusters Score -7187924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -7187945.000000 Penalty: 5256.314941
	Iteration 46Q: 3 clusters Score -7187945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -7187935.500000 Penalty: 5256.314941
	Iteration 47Q: 3 clusters Score -7187936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -7187945.000000 Penalty: 5256.314941
	Iteration 48Q: 3 clusters Score -7187945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -7187947.000000 Penalty: 5256.314941
	Iteration 49Q: 3 clusters Score -7187947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7187947.500000 Penalty: 5256.314941
	Iteration 50Q: 3 clusters Score -7187948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -7187950.500000 Penalty: 5256.314941
	Iteration 51Q: 3 clusters Score -7187950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -7187945.000000 Penalty: 5256.314941
	Iteration 52Q: 3 clusters Score -7187945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -7187937.500000 Penalty: 5256.314941
	Iteration 53Q: 3 clusters Score -7187938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -7187940.500000 Penalty: 5256.314941
	Iteration 54Q: 3 clusters Score -7187940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7187942.500000 Penalty: 5256.314941
	Iteration 55Q: 3 clusters Score -7187942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -7187952.000000 Penalty: 5256.314941
	Iteration 56Q: 3 clusters Score -7187952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -7187959.500000 Penalty: 5256.314941
	Iteration 57Q: 3 clusters Score -7187960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -7187962.500000 Penalty: 5256.314941
	Iteration 58Q: 3 clusters Score -7187962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -7187951.500000 Penalty: 5256.314941
	Iteration 59Q: 3 clusters Score -7187952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -7187947.000000 Penalty: 5256.314941
	Iteration 60F: 3 clusters Score -7187947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -7187951.500000 Penalty: 5256.314941
	Iteration 61Q: 3 clusters Score -7187952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -7187934.500000 Penalty: 5256.314941
	Iteration 62Q: 3 clusters Score -7187934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -7187940.500000 Penalty: 5256.314941
	Iteration 63Q: 3 clusters Score -7187940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7187962.000000 Penalty: 5256.314941
	Iteration 64Q: 3 clusters Score -7187962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -7187950.500000 Penalty: 5256.314941
	Iteration 65Q: 3 clusters Score -7187950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7187951.500000 Penalty: 5256.314941
	Iteration 66Q: 3 clusters Score -7187952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -7187942.500000 Penalty: 5256.314941
	Iteration 67Q: 3 clusters Score -7187942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -7187937.500000 Penalty: 5256.314941
	Iteration 68Q: 3 clusters Score -7187938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -7187939.500000 Penalty: 5256.314941
	Iteration 69Q: 3 clusters Score -7187940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -7187925.500000 Penalty: 5256.314941
	Iteration 70Q: 3 clusters Score -7187926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -7187920.500000 Penalty: 5256.314941
	Iteration 71Q: 3 clusters Score -7187920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -7187920.500000 Penalty: 5256.314941
	Iteration 72Q: 3 clusters Score -7187920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -7187933.000000 Penalty: 5256.314941
	Iteration 73Q: 3 clusters Score -7187933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -7187942.000000 Penalty: 5256.314941
	Iteration 74Q: 3 clusters Score -7187942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -7187944.500000 Penalty: 5256.314941
	Iteration 75Q: 3 clusters Score -7187944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -7187953.500000 Penalty: 5256.314941
	Iteration 76Q: 3 clusters Score -7187954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -7187954.500000 Penalty: 5256.314941
	Iteration 77Q: 3 clusters Score -7187954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -7187951.000000 Penalty: 5256.314941
	Iteration 78Q: 3 clusters Score -7187951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -7187961.000000 Penalty: 5256.314941
	Iteration 79Q: 3 clusters Score -7187961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -7187956.000000 Penalty: 5256.314941
	Iteration 80F: 3 clusters Score -7187956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -7187952.500000 Penalty: 5256.314941
	Iteration 81Q: 3 clusters Score -7187952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -7187943.500000 Penalty: 5256.314941
	Iteration 82Q: 3 clusters Score -7187944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -7187945.500000 Penalty: 5256.314941
	Iteration 83Q: 3 clusters Score -7187946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -7187943.000000 Penalty: 5256.314941
	Iteration 84Q: 3 clusters Score -7187943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -7187943.000000 Penalty: 5256.314941
	Iteration 85Q: 3 clusters Score -7187943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -7187944.500000 Penalty: 5256.314941
	Iteration 86Q: 3 clusters Score -7187944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -7187939.500000 Penalty: 5256.314941
	Iteration 87Q: 3 clusters Score -7187940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -7187948.000000 Penalty: 5256.314941
	Iteration 88Q: 3 clusters Score -7187948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -7187943.000000 Penalty: 5256.314941
	Iteration 89Q: 3 clusters Score -7187943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -7187941.000000 Penalty: 5256.314941
	Iteration 90Q: 3 clusters Score -7187941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -7187933.000000 Penalty: 5256.314941
	Iteration 91Q: 3 clusters Score -7187933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7187940.000000 Penalty: 5256.314941
	Iteration 92Q: 3 clusters Score -7187940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7187947.500000 Penalty: 5256.314941
	Iteration 93Q: 3 clusters Score -7187948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7187939.000000 Penalty: 5256.314941
	Iteration 94Q: 3 clusters Score -7187939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -7187936.500000 Penalty: 5256.314941
	Iteration 95Q: 3 clusters Score -7187936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -7187944.500000 Penalty: 5256.314941
	Iteration 96Q: 3 clusters Score -7187944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -7187942.000000 Penalty: 5256.314941
	Iteration 97Q: 3 clusters Score -7187942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7187945.500000 Penalty: 5256.314941
	Iteration 98Q: 3 clusters Score -7187946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -7187937.500000 Penalty: 5256.314941
	Iteration 99Q: 3 clusters Score -7187938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -7187939.500000 Penalty: 5256.314941
	Iteration 100F: 3 clusters Score -7187940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -7187940.500000 Penalty: 5256.314941
	Iteration 101Q: 3 clusters Score -7187940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -7187938.000000 Penalty: 5256.314941
	Iteration 102Q: 3 clusters Score -7187938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -7187951.500000 Penalty: 5256.314941
	Iteration 103Q: 3 clusters Score -7187952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -7187949.000000 Penalty: 5256.314941
	Iteration 104Q: 3 clusters Score -7187949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7187950.000000 Penalty: 5256.314941
	Iteration 105Q: 3 clusters Score -7187950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -7187933.000000 Penalty: 5256.314941
	Iteration 106Q: 3 clusters Score -7187933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -7187920.500000 Penalty: 5256.314941
	Iteration 107Q: 3 clusters Score -7187920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -7187923.000000 Penalty: 5256.314941
	Iteration 108Q: 3 clusters Score -7187923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -7187927.000000 Penalty: 5256.314941
	Iteration 109Q: 3 clusters Score -7187927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -7187926.000000 Penalty: 5256.314941
	Iteration 110Q: 3 clusters Score -7187926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -7187925.000000 Penalty: 5256.314941
	Iteration 111Q: 3 clusters Score -7187925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -7187927.500000 Penalty: 5256.314941
	Iteration 112Q: 3 clusters Score -7187928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -7187927.500000 Penalty: 5256.314941
	Iteration 113F: 3 clusters Score -7187928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Entering Unmasked Estep 
Score: -8862520.000000 Penalty: 2681.503174
	Iteration 0F: 2 clusters Score -8862520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -8829971.000000 Penalty: 5363.006348
	Iteration 0F: 3 clusters Score -8829971 nChanged 22998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -8843092.000000 Penalty: 5363.006348
	Iteration 1F: 3 clusters Score -8843092 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8844436.000000 Penalty: 5363.006348
	Iteration 2F: 3 clusters Score -8844436 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -8846261.000000 Penalty: 5363.006348
	Iteration 3F: 3 clusters Score -8846261 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -8848661.000000 Penalty: 5363.006348
	Iteration 4F: 3 clusters Score -8848661 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -8851342.000000 Penalty: 5363.006348
	Iteration 5F: 3 clusters Score -8851342 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -8854058.000000 Penalty: 5363.006348
	Iteration 6F: 3 clusters Score -8854058 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -8856603.000000 Penalty: 5363.006348
	Iteration 7F: 3 clusters Score -8856603 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -8858573.000000 Penalty: 5363.006348
	Iteration 8Q: 3 clusters Score -8858573 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -8859711.000000 Penalty: 5363.006348
	Iteration 9Q: 3 clusters Score -8859711 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -8860267.000000 Penalty: 5363.006348
	Iteration 10Q: 3 clusters Score -8860267 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -8860565.000000 Penalty: 5363.006348
	Iteration 11Q: 3 clusters Score -8860565 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -8860729.000000 Penalty: 5363.006348
	Iteration 12Q: 3 clusters Score -8860729 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8860829.000000 Penalty: 5363.006348
	Iteration 13Q: 3 clusters Score -8860829 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -8860906.000000 Penalty: 5363.006348
	Iteration 14Q: 3 clusters Score -8860906 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -8860977.000000 Penalty: 5363.006348
	Iteration 15Q: 3 clusters Score -8860977 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -8861074.000000 Penalty: 5363.006348
	Iteration 16Q: 3 clusters Score -8861074 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -8861075.000000 Penalty: 5363.006348
	Iteration 17Q: 3 clusters Score -8861075 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8861098.000000 Penalty: 5363.006348
	Iteration 18Q: 3 clusters Score -8861098 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8861115.000000 Penalty: 5363.006348
	Iteration 19Q: 3 clusters Score -8861115 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -8861160.000000 Penalty: 5363.006348
	Iteration 20F: 3 clusters Score -8861160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -8861176.000000 Penalty: 5363.006348
	Iteration 21Q: 3 clusters Score -8861176 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8861164.000000 Penalty: 5363.006348
	Iteration 22Q: 3 clusters Score -8861164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8861193.000000 Penalty: 5363.006348
	Iteration 23Q: 3 clusters Score -8861193 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8861205.000000 Penalty: 5363.006348
	Iteration 24Q: 3 clusters Score -8861205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8861211.000000 Penalty: 5363.006348
	Iteration 25Q: 3 clusters Score -8861211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -8861208.000000 Penalty: 5363.006348
	Iteration 26Q: 3 clusters Score -8861208 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8861227.000000 Penalty: 5363.006348
	Iteration 27Q: 3 clusters Score -8861227 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8861206.000000 Penalty: 5363.006348
	Iteration 28Q: 3 clusters Score -8861206 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8861226.000000 Penalty: 5363.006348
	Iteration 29Q: 3 clusters Score -8861226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8861245.000000 Penalty: 5363.006348
	Iteration 30Q: 3 clusters Score -8861245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8861263.000000 Penalty: 5363.006348
	Iteration 31Q: 3 clusters Score -8861263 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8861266.000000 Penalty: 5363.006348
	Iteration 32Q: 3 clusters Score -8861266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8861272.000000 Penalty: 5363.006348
	Iteration 33Q: 3 clusters Score -8861272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8861262.000000 Penalty: 5363.006348
	Iteration 34Q: 3 clusters Score -8861262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8861278.000000 Penalty: 5363.006348
	Iteration 35Q: 3 clusters Score -8861278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8861266.000000 Penalty: 5363.006348
	Iteration 36Q: 3 clusters Score -8861266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8861270.000000 Penalty: 5363.006348
	Iteration 37Q: 3 clusters Score -8861270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8861276.000000 Penalty: 5363.006348
	Iteration 38Q: 3 clusters Score -8861276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8861276.000000 Penalty: 5363.006348
	Iteration 39Q: 3 clusters Score -8861276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8861268.000000 Penalty: 5363.006348
	Iteration 40F: 3 clusters Score -8861268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8861262.000000 Penalty: 5363.006348
	Iteration 41Q: 3 clusters Score -8861262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8861274.000000 Penalty: 5363.006348
	Iteration 42Q: 3 clusters Score -8861274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8861266.000000 Penalty: 5363.006348
	Iteration 43Q: 3 clusters Score -8861266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8861269.000000 Penalty: 5363.006348
	Iteration 44Q: 3 clusters Score -8861269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8861245.000000 Penalty: 5363.006348
	Iteration 45Q: 3 clusters Score -8861245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8861264.000000 Penalty: 5363.006348
	Iteration 46Q: 3 clusters Score -8861264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8861274.000000 Penalty: 5363.006348
	Iteration 47Q: 3 clusters Score -8861274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8861273.000000 Penalty: 5363.006348
	Iteration 48Q: 3 clusters Score -8861273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8861274.000000 Penalty: 5363.006348
	Iteration 49Q: 3 clusters Score -8861274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8861291.000000 Penalty: 5363.006348
	Iteration 50Q: 3 clusters Score -8861291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8861291.000000 Penalty: 5363.006348
	Iteration 51Q: 3 clusters Score -8861291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8861291.000000 Penalty: 5363.006348
	Iteration 52Q: 3 clusters Score -8861291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8861294.000000 Penalty: 5363.006348
	Iteration 53Q: 3 clusters Score -8861294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8861310.000000 Penalty: 5363.006348
	Iteration 54Q: 3 clusters Score -8861310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8861300.000000 Penalty: 5363.006348
	Iteration 55Q: 3 clusters Score -8861300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8861288.000000 Penalty: 5363.006348
	Iteration 56Q: 3 clusters Score -8861288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8861285.000000 Penalty: 5363.006348
	Iteration 57Q: 3 clusters Score -8861285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8861290.000000 Penalty: 5363.006348
	Iteration 58Q: 3 clusters Score -8861290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8861304.000000 Penalty: 5363.006348
	Iteration 59Q: 3 clusters Score -8861304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8861301.000000 Penalty: 5363.006348
	Iteration 60F: 3 clusters Score -8861301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8861289.000000 Penalty: 5363.006348
	Iteration 61Q: 3 clusters Score -8861289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8861293.000000 Penalty: 5363.006348
	Iteration 62Q: 3 clusters Score -8861293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8861290.000000 Penalty: 5363.006348
	Iteration 63Q: 3 clusters Score -8861290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8861286.000000 Penalty: 5363.006348
	Iteration 64Q: 3 clusters Score -8861286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8861283.000000 Penalty: 5363.006348
	Iteration 65Q: 3 clusters Score -8861283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8861290.000000 Penalty: 5363.006348
	Iteration 66Q: 3 clusters Score -8861290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8861296.000000 Penalty: 5363.006348
	Iteration 67Q: 3 clusters Score -8861296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8861288.000000 Penalty: 5363.006348
	Iteration 68Q: 3 clusters Score -8861288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8861288.000000 Penalty: 5363.006348
	Iteration 69Q: 3 clusters Score -8861288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8861283.000000 Penalty: 5363.006348
	Iteration 70Q: 3 clusters Score -8861283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8861285.000000 Penalty: 5363.006348
	Iteration 71Q: 3 clusters Score -8861285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8861290.000000 Penalty: 5363.006348
	Iteration 72Q: 3 clusters Score -8861290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8861291.000000 Penalty: 5363.006348
	Iteration 73Q: 3 clusters Score -8861291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8861284.000000 Penalty: 5363.006348
	Iteration 74Q: 3 clusters Score -8861284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8861288.000000 Penalty: 5363.006348
	Iteration 75Q: 3 clusters Score -8861288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8861280.000000 Penalty: 5363.006348
	Iteration 76Q: 3 clusters Score -8861280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8861290.000000 Penalty: 5363.006348
	Iteration 77Q: 3 clusters Score -8861290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8861292.000000 Penalty: 5363.006348
	Iteration 78Q: 3 clusters Score -8861292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8861299.000000 Penalty: 5363.006348
	Iteration 79Q: 3 clusters Score -8861299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8861298.000000 Penalty: 5363.006348
	Iteration 80F: 3 clusters Score -8861298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8861302.000000 Penalty: 5363.006348
	Iteration 81Q: 3 clusters Score -8861302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8861295.000000 Penalty: 5363.006348
	Iteration 82Q: 3 clusters Score -8861295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8861295.000000 Penalty: 5363.006348
	Iteration 83F: 3 clusters Score -8861295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Entering Unmasked Estep 
Score: -2353685.500000 Penalty: 2365.313721
	Iteration 0F: 2 clusters Score -2353686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2343569.250000 Penalty: 4730.627441
	Iteration 0F: 3 clusters Score -2343569 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2347058.000000 Penalty: 4730.627441
	Iteration 1F: 3 clusters Score -2347058 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2347887.000000 Penalty: 4730.627441
	Iteration 2F: 3 clusters Score -2347887 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2348723.250000 Penalty: 4730.627441
	Iteration 3F: 3 clusters Score -2348723 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2349356.750000 Penalty: 4730.627441
	Iteration 4F: 3 clusters Score -2349357 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2349789.500000 Penalty: 4730.627441
	Iteration 5F: 3 clusters Score -2349790 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2350136.250000 Penalty: 4730.627441
	Iteration 6Q: 3 clusters Score -2350136 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2350415.250000 Penalty: 4730.627441
	Iteration 7Q: 3 clusters Score -2350415 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2350631.750000 Penalty: 4730.627441
	Iteration 8Q: 3 clusters Score -2350632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2350856.750000 Penalty: 4730.627441
	Iteration 9Q: 3 clusters Score -2350857 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2351045.500000 Penalty: 4730.627441
	Iteration 10Q: 3 clusters Score -2351046 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2351216.250000 Penalty: 4730.627441
	Iteration 11Q: 3 clusters Score -2351216 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2351371.750000 Penalty: 4730.627441
	Iteration 12Q: 3 clusters Score -2351372 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2351521.250000 Penalty: 4730.627441
	Iteration 13Q: 3 clusters Score -2351521 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2351647.000000 Penalty: 4730.627441
	Iteration 14Q: 3 clusters Score -2351647 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2351736.500000 Penalty: 4730.627441
	Iteration 15Q: 3 clusters Score -2351736 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2351823.000000 Penalty: 4730.627441
	Iteration 16Q: 3 clusters Score -2351823 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2351916.500000 Penalty: 4730.627441
	Iteration 17Q: 3 clusters Score -2351916 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2352027.750000 Penalty: 4730.627441
	Iteration 18Q: 3 clusters Score -2352028 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2352172.250000 Penalty: 4730.627441
	Iteration 19Q: 3 clusters Score -2352172 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2352328.250000 Penalty: 4730.627441
	Iteration 20F: 3 clusters Score -2352328 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2352473.250000 Penalty: 4730.627441
	Iteration 21Q: 3 clusters Score -2352473 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2352608.000000 Penalty: 4730.627441
	Iteration 22Q: 3 clusters Score -2352608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2352710.750000 Penalty: 4730.627441
	Iteration 23Q: 3 clusters Score -2352711 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2352782.000000 Penalty: 4730.627441
	Iteration 24Q: 3 clusters Score -2352782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2352841.250000 Penalty: 4730.627441
	Iteration 25Q: 3 clusters Score -2352841 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2352896.500000 Penalty: 4730.627441
	Iteration 26Q: 3 clusters Score -2352896 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2352935.500000 Penalty: 4730.627441
	Iteration 27Q: 3 clusters Score -2352936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2352982.000000 Penalty: 4730.627441
	Iteration 28Q: 3 clusters Score -2352982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2353009.750000 Penalty: 4730.627441
	Iteration 29Q: 3 clusters Score -2353010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2353031.750000 Penalty: 4730.627441
	Iteration 30Q: 3 clusters Score -2353032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2353060.500000 Penalty: 4730.627441
	Iteration 31Q: 3 clusters Score -2353060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2353103.250000 Penalty: 4730.627441
	Iteration 32Q: 3 clusters Score -2353103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2353129.750000 Penalty: 4730.627441
	Iteration 33Q: 3 clusters Score -2353130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2353162.500000 Penalty: 4730.627441
	Iteration 34Q: 3 clusters Score -2353162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2353188.250000 Penalty: 4730.627441
	Iteration 35Q: 3 clusters Score -2353188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2353221.500000 Penalty: 4730.627441
	Iteration 36Q: 3 clusters Score -2353222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2353244.750000 Penalty: 4730.627441
	Iteration 37Q: 3 clusters Score -2353245 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2353280.750000 Penalty: 4730.627441
	Iteration 38Q: 3 clusters Score -2353281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2353307.250000 Penalty: 4730.627441
	Iteration 39Q: 3 clusters Score -2353307 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2353331.750000 Penalty: 4730.627441
	Iteration 40F: 3 clusters Score -2353332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2353358.750000 Penalty: 4730.627441
	Iteration 41Q: 3 clusters Score -2353359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2353371.250000 Penalty: 4730.627441
	Iteration 42Q: 3 clusters Score -2353371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2353381.500000 Penalty: 4730.627441
	Iteration 43Q: 3 clusters Score -2353382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2353388.250000 Penalty: 4730.627441
	Iteration 44Q: 3 clusters Score -2353388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2353400.250000 Penalty: 4730.627441
	Iteration 45Q: 3 clusters Score -2353400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2353413.750000 Penalty: 4730.627441
	Iteration 46Q: 3 clusters Score -2353414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2353417.250000 Penalty: 4730.627441
	Iteration 47Q: 3 clusters Score -2353417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2353421.500000 Penalty: 4730.627441
	Iteration 48Q: 3 clusters Score -2353422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2353434.500000 Penalty: 4730.627441
	Iteration 49Q: 3 clusters Score -2353434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2353434.250000 Penalty: 4730.627441
	Iteration 50Q: 3 clusters Score -2353434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2353445.500000 Penalty: 4730.627441
	Iteration 51Q: 3 clusters Score -2353446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2353466.250000 Penalty: 4730.627441
	Iteration 52Q: 3 clusters Score -2353466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2353474.250000 Penalty: 4730.627441
	Iteration 53Q: 3 clusters Score -2353474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2353484.500000 Penalty: 4730.627441
	Iteration 54Q: 3 clusters Score -2353484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2353504.250000 Penalty: 4730.627441
	Iteration 55Q: 3 clusters Score -2353504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2353528.500000 Penalty: 4730.627441
	Iteration 56Q: 3 clusters Score -2353528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2353554.500000 Penalty: 4730.627441
	Iteration 57Q: 3 clusters Score -2353554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2353597.500000 Penalty: 4730.627441
	Iteration 58Q: 3 clusters Score -2353598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2353653.500000 Penalty: 4730.627441
	Iteration 59Q: 3 clusters Score -2353654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2353706.250000 Penalty: 4730.627441
	Iteration 60F: 3 clusters Score -2353706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2353756.500000 Penalty: 4730.627441
	Iteration 61Q: 3 clusters Score -2353756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2353788.000000 Penalty: 4730.627441
	Iteration 62Q: 3 clusters Score -2353788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2353806.500000 Penalty: 4730.627441
	Iteration 63Q: 3 clusters Score -2353806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2353839.750000 Penalty: 4730.627441
	Iteration 64Q: 3 clusters Score -2353840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2353870.250000 Penalty: 4730.627441
	Iteration 65Q: 3 clusters Score -2353870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2353896.500000 Penalty: 4730.627441
	Iteration 66Q: 3 clusters Score -2353896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2353910.500000 Penalty: 4730.627441
	Iteration 67Q: 3 clusters Score -2353910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2353926.500000 Penalty: 4730.627441
	Iteration 68Q: 3 clusters Score -2353926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2353937.750000 Penalty: 4730.627441
	Iteration 69Q: 3 clusters Score -2353938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2353947.500000 Penalty: 4730.627441
	Iteration 70Q: 3 clusters Score -2353948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2353955.750000 Penalty: 4730.627441
	Iteration 71Q: 3 clusters Score -2353956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2353968.000000 Penalty: 4730.627441
	Iteration 72Q: 3 clusters Score -2353968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2353977.750000 Penalty: 4730.627441
	Iteration 73Q: 3 clusters Score -2353978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2353973.750000 Penalty: 4730.627441
	Iteration 74Q: 3 clusters Score -2353974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2353987.000000 Penalty: 4730.627441
	Iteration 75Q: 3 clusters Score -2353987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2353993.500000 Penalty: 4730.627441
	Iteration 76Q: 3 clusters Score -2353994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2353999.750000 Penalty: 4730.627441
	Iteration 77Q: 3 clusters Score -2354000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2354004.500000 Penalty: 4730.627441
	Iteration 78Q: 3 clusters Score -2354004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2354005.250000 Penalty: 4730.627441
	Iteration 79Q: 3 clusters Score -2354005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2354003.500000 Penalty: 4730.627441
	Iteration 80F: 3 clusters Score -2354004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2354009.250000 Penalty: 4730.627441
	Iteration 81Q: 3 clusters Score -2354009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2354017.500000 Penalty: 4730.627441
	Iteration 82Q: 3 clusters Score -2354018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2354023.250000 Penalty: 4730.627441
	Iteration 83Q: 3 clusters Score -2354023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2354023.750000 Penalty: 4730.627441
	Iteration 84Q: 3 clusters Score -2354024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2354023.500000 Penalty: 4730.627441
	Iteration 85Q: 3 clusters Score -2354024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2354024.500000 Penalty: 4730.627441
	Iteration 86Q: 3 clusters Score -2354024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2354027.250000 Penalty: 4730.627441
	Iteration 87Q: 3 clusters Score -2354027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2354029.000000 Penalty: 4730.627441
	Iteration 88Q: 3 clusters Score -2354029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2354026.000000 Penalty: 4730.627441
	Iteration 89Q: 3 clusters Score -2354026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2354028.750000 Penalty: 4730.627441
	Iteration 90Q: 3 clusters Score -2354029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2354028.750000 Penalty: 4730.627441
	Iteration 91F: 3 clusters Score -2354029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 12201 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55116 members 
Mstep: Class 42 contains 1670 members 
Entering Unmasked Estep 
Score: -196418128.000000 Penalty: 145101.093750
Splitting cluster 8 changes total score from -196418656.000000 to -196418128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Entering Unmasked Estep 
Score: -7420662.000000 Penalty: 2637.829102
	Iteration 0F: 2 clusters Score -7420662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -7392704.000000 Penalty: 5275.658203
	Iteration 0F: 3 clusters Score -7392704 nChanged 19065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7403304.500000 Penalty: 5275.658203
	Iteration 1F: 3 clusters Score -7403304 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -7403925.000000 Penalty: 5275.658203
	Iteration 2Q: 3 clusters Score -7403925 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -7404681.000000 Penalty: 5275.658203
	Iteration 3Q: 3 clusters Score -7404681 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -7405671.000000 Penalty: 5275.658203
	Iteration 4Q: 3 clusters Score -7405671 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -7407129.000000 Penalty: 5275.658203
	Iteration 5F: 3 clusters Score -7407129 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -7409052.000000 Penalty: 5275.658203
	Iteration 6F: 3 clusters Score -7409052 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -7411355.000000 Penalty: 5275.658203
	Iteration 7F: 3 clusters Score -7411355 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -7413614.000000 Penalty: 5275.658203
	Iteration 8F: 3 clusters Score -7413614 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -7415341.000000 Penalty: 5275.658203
	Iteration 9F: 3 clusters Score -7415341 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -7416564.500000 Penalty: 5275.658203
	Iteration 10Q: 3 clusters Score -7416564 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -7417401.500000 Penalty: 5275.658203
	Iteration 11Q: 3 clusters Score -7417402 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7417932.000000 Penalty: 5275.658203
	Iteration 12Q: 3 clusters Score -7417932 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -7418258.000000 Penalty: 5275.658203
	Iteration 13Q: 3 clusters Score -7418258 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -7418420.500000 Penalty: 5275.658203
	Iteration 14Q: 3 clusters Score -7418420 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7418544.500000 Penalty: 5275.658203
	Iteration 15Q: 3 clusters Score -7418544 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -7418601.500000 Penalty: 5275.658203
	Iteration 16Q: 3 clusters Score -7418602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -7418630.500000 Penalty: 5275.658203
	Iteration 17Q: 3 clusters Score -7418630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -7418646.500000 Penalty: 5275.658203
	Iteration 18Q: 3 clusters Score -7418646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -7418665.500000 Penalty: 5275.658203
	Iteration 19Q: 3 clusters Score -7418666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7418691.500000 Penalty: 5275.658203
	Iteration 20F: 3 clusters Score -7418692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7418711.500000 Penalty: 5275.658203
	Iteration 21Q: 3 clusters Score -7418712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7418709.500000 Penalty: 5275.658203
	Iteration 22Q: 3 clusters Score -7418710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7418718.000000 Penalty: 5275.658203
	Iteration 23Q: 3 clusters Score -7418718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -7418715.000000 Penalty: 5275.658203
	Iteration 24Q: 3 clusters Score -7418715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -7418713.000000 Penalty: 5275.658203
	Iteration 25Q: 3 clusters Score -7418713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7418721.500000 Penalty: 5275.658203
	Iteration 26Q: 3 clusters Score -7418722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7418724.500000 Penalty: 5275.658203
	Iteration 27Q: 3 clusters Score -7418724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7418716.000000 Penalty: 5275.658203
	Iteration 28Q: 3 clusters Score -7418716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -7418729.500000 Penalty: 5275.658203
	Iteration 29Q: 3 clusters Score -7418730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7418724.500000 Penalty: 5275.658203
	Iteration 30Q: 3 clusters Score -7418724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7418724.500000 Penalty: 5275.658203
	Iteration 31F: 3 clusters Score -7418724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Entering Unmasked Estep 
Score: -7178067.500000 Penalty: 2628.169922
	Iteration 0F: 2 clusters Score -7178068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -7151225.000000 Penalty: 5256.339844
	Iteration 0F: 3 clusters Score -7151225 nChanged 18209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -7161037.500000 Penalty: 5256.339844
	Iteration 1F: 3 clusters Score -7161038 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -7161449.500000 Penalty: 5256.339844
	Iteration 2Q: 3 clusters Score -7161450 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -7161840.500000 Penalty: 5256.339844
	Iteration 3Q: 3 clusters Score -7161840 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7162161.500000 Penalty: 5256.339844
	Iteration 4Q: 3 clusters Score -7162162 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7162416.000000 Penalty: 5256.339844
	Iteration 5Q: 3 clusters Score -7162416 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -7162642.500000 Penalty: 5256.339844
	Iteration 6Q: 3 clusters Score -7162642 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -7162831.500000 Penalty: 5256.339844
	Iteration 7Q: 3 clusters Score -7162832 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -7163031.500000 Penalty: 5256.339844
	Iteration 8Q: 3 clusters Score -7163032 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -7163179.500000 Penalty: 5256.339844
	Iteration 9Q: 3 clusters Score -7163180 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -7163286.500000 Penalty: 5256.339844
	Iteration 10Q: 3 clusters Score -7163286 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -7163415.000000 Penalty: 5256.339844
	Iteration 11Q: 3 clusters Score -7163415 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -7163537.000000 Penalty: 5256.339844
	Iteration 12Q: 3 clusters Score -7163537 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -7163700.500000 Penalty: 5256.339844
	Iteration 13Q: 3 clusters Score -7163700 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -7163893.000000 Penalty: 5256.339844
	Iteration 14Q: 3 clusters Score -7163893 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -7164088.000000 Penalty: 5256.339844
	Iteration 15Q: 3 clusters Score -7164088 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -7164248.000000 Penalty: 5256.339844
	Iteration 16Q: 3 clusters Score -7164248 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -7164472.000000 Penalty: 5256.339844
	Iteration 17Q: 3 clusters Score -7164472 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -7164718.000000 Penalty: 5256.339844
	Iteration 18Q: 3 clusters Score -7164718 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -7165051.000000 Penalty: 5256.339844
	Iteration 19Q: 3 clusters Score -7165051 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -7165529.000000 Penalty: 5256.339844
	Iteration 20F: 3 clusters Score -7165529 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -7166273.000000 Penalty: 5256.339844
	Iteration 21Q: 3 clusters Score -7166273 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -7167240.500000 Penalty: 5256.339844
	Iteration 22Q: 3 clusters Score -7167240 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -7168319.000000 Penalty: 5256.339844
	Iteration 23Q: 3 clusters Score -7168319 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -7169158.000000 Penalty: 5256.339844
	Iteration 24Q: 3 clusters Score -7169158 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -7169707.000000 Penalty: 5256.339844
	Iteration 25Q: 3 clusters Score -7169707 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -7170088.000000 Penalty: 5256.339844
	Iteration 26Q: 3 clusters Score -7170088 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -7170349.500000 Penalty: 5256.339844
	Iteration 27Q: 3 clusters Score -7170350 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -7170617.500000 Penalty: 5256.339844
	Iteration 28Q: 3 clusters Score -7170618 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -7170833.500000 Penalty: 5256.339844
	Iteration 29Q: 3 clusters Score -7170834 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -7171121.500000 Penalty: 5256.339844
	Iteration 30Q: 3 clusters Score -7171122 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -7171390.000000 Penalty: 5256.339844
	Iteration 31Q: 3 clusters Score -7171390 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -7171650.500000 Penalty: 5256.339844
	Iteration 32Q: 3 clusters Score -7171650 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -7171933.000000 Penalty: 5256.339844
	Iteration 33Q: 3 clusters Score -7171933 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -7172191.500000 Penalty: 5256.339844
	Iteration 34Q: 3 clusters Score -7172192 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -7172494.000000 Penalty: 5256.339844
	Iteration 35Q: 3 clusters Score -7172494 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -7172788.500000 Penalty: 5256.339844
	Iteration 36Q: 3 clusters Score -7172788 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7173117.000000 Penalty: 5256.339844
	Iteration 37Q: 3 clusters Score -7173117 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -7173472.500000 Penalty: 5256.339844
	Iteration 38Q: 3 clusters Score -7173472 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -7173784.500000 Penalty: 5256.339844
	Iteration 39Q: 3 clusters Score -7173784 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7174108.500000 Penalty: 5256.339844
	Iteration 40F: 3 clusters Score -7174108 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7174379.000000 Penalty: 5256.339844
	Iteration 41Q: 3 clusters Score -7174379 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7174637.000000 Penalty: 5256.339844
	Iteration 42Q: 3 clusters Score -7174637 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7174885.000000 Penalty: 5256.339844
	Iteration 43Q: 3 clusters Score -7174885 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7175116.000000 Penalty: 5256.339844
	Iteration 44Q: 3 clusters Score -7175116 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7175289.000000 Penalty: 5256.339844
	Iteration 45Q: 3 clusters Score -7175289 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7175419.000000 Penalty: 5256.339844
	Iteration 46Q: 3 clusters Score -7175419 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7175503.500000 Penalty: 5256.339844
	Iteration 47Q: 3 clusters Score -7175504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7175583.000000 Penalty: 5256.339844
	Iteration 48Q: 3 clusters Score -7175583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7175634.000000 Penalty: 5256.339844
	Iteration 49Q: 3 clusters Score -7175634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7175660.000000 Penalty: 5256.339844
	Iteration 50Q: 3 clusters Score -7175660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7175683.000000 Penalty: 5256.339844
	Iteration 51Q: 3 clusters Score -7175683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7175700.000000 Penalty: 5256.339844
	Iteration 52Q: 3 clusters Score -7175700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7175712.500000 Penalty: 5256.339844
	Iteration 53Q: 3 clusters Score -7175712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7175723.500000 Penalty: 5256.339844
	Iteration 54Q: 3 clusters Score -7175724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7175727.000000 Penalty: 5256.339844
	Iteration 55Q: 3 clusters Score -7175727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7175741.500000 Penalty: 5256.339844
	Iteration 56Q: 3 clusters Score -7175742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7175739.000000 Penalty: 5256.339844
	Iteration 57Q: 3 clusters Score -7175739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7175738.500000 Penalty: 5256.339844
	Iteration 58Q: 3 clusters Score -7175738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7175740.000000 Penalty: 5256.339844
	Iteration 59Q: 3 clusters Score -7175740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7175740.000000 Penalty: 5256.339844
	Iteration 60F: 3 clusters Score -7175740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62005.042969 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62005.04 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 301 members 
Entering Unmasked Estep 
Score: -60559.406250 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60559.41 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61104.359375 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61104.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61414.250000 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61414.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61577.503906 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -61577.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61654.257812 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61654.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61707.585938 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61707.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61724.816406 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61724.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61738.617188 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61738.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61753.929688 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61753.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61774.019531 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -61774.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61791.695312 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -61791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61795.066406 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -61795.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61805.675781 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -61805.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61820.765625 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -61820.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61835.851562 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -61835.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61866.671875 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -61866.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61873.550781 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -61873.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61875.328125 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -61875.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61875.328125 Penalty: 3159.470947
	Iteration 18F: 3 clusters Score -61875.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -69751.484375 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -69751.48 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 227 members 
Entering Unmasked Estep 
Score: -68299.039062 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -68299.04 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68513.820312 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -68513.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68569.257812 Penalty: 3011.085938
	Iteration 2Q: 3 clusters Score -68569.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68592.898438 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -68592.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68605.515625 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -68605.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68607.835938 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -68607.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68609.523438 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -68609.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68609.523438 Penalty: 3011.085938
	Iteration 7F: 3 clusters Score -68609.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Entering Unmasked Estep 
Score: -2160270.500000 Penalty: 2334.938721
	Iteration 0F: 2 clusters Score -2160270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2151090.750000 Penalty: 4669.877441
	Iteration 0F: 3 clusters Score -2151091 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2153878.000000 Penalty: 4669.877441
	Iteration 1F: 3 clusters Score -2153878 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2154206.000000 Penalty: 4669.877441
	Iteration 2F: 3 clusters Score -2154206 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2154467.500000 Penalty: 4669.877441
	Iteration 3Q: 3 clusters Score -2154468 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2154726.000000 Penalty: 4669.877441
	Iteration 4Q: 3 clusters Score -2154726 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2154979.500000 Penalty: 4669.877441
	Iteration 5Q: 3 clusters Score -2154980 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2155286.750000 Penalty: 4669.877441
	Iteration 6Q: 3 clusters Score -2155287 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2155625.750000 Penalty: 4669.877441
	Iteration 7Q: 3 clusters Score -2155626 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2155959.250000 Penalty: 4669.877441
	Iteration 8Q: 3 clusters Score -2155959 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2156257.750000 Penalty: 4669.877441
	Iteration 9Q: 3 clusters Score -2156258 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2156500.750000 Penalty: 4669.877441
	Iteration 10Q: 3 clusters Score -2156501 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2156711.250000 Penalty: 4669.877441
	Iteration 11Q: 3 clusters Score -2156711 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2156888.250000 Penalty: 4669.877441
	Iteration 12Q: 3 clusters Score -2156888 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2157045.000000 Penalty: 4669.877441
	Iteration 13Q: 3 clusters Score -2157045 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2157193.250000 Penalty: 4669.877441
	Iteration 14Q: 3 clusters Score -2157193 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2157315.750000 Penalty: 4669.877441
	Iteration 15Q: 3 clusters Score -2157316 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2157416.750000 Penalty: 4669.877441
	Iteration 16Q: 3 clusters Score -2157417 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2157510.250000 Penalty: 4669.877441
	Iteration 17Q: 3 clusters Score -2157510 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2157604.500000 Penalty: 4669.877441
	Iteration 18Q: 3 clusters Score -2157604 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2157717.000000 Penalty: 4669.877441
	Iteration 19Q: 3 clusters Score -2157717 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2157820.750000 Penalty: 4669.877441
	Iteration 20F: 3 clusters Score -2157821 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2157933.250000 Penalty: 4669.877441
	Iteration 21Q: 3 clusters Score -2157933 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2158038.750000 Penalty: 4669.877441
	Iteration 22Q: 3 clusters Score -2158039 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2158123.000000 Penalty: 4669.877441
	Iteration 23Q: 3 clusters Score -2158123 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2158209.750000 Penalty: 4669.877441
	Iteration 24Q: 3 clusters Score -2158210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2158284.750000 Penalty: 4669.877441
	Iteration 25Q: 3 clusters Score -2158285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2158337.750000 Penalty: 4669.877441
	Iteration 26Q: 3 clusters Score -2158338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2158368.000000 Penalty: 4669.877441
	Iteration 27Q: 3 clusters Score -2158368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2158404.000000 Penalty: 4669.877441
	Iteration 28Q: 3 clusters Score -2158404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2158448.250000 Penalty: 4669.877441
	Iteration 29Q: 3 clusters Score -2158448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2158475.000000 Penalty: 4669.877441
	Iteration 30Q: 3 clusters Score -2158475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2158499.500000 Penalty: 4669.877441
	Iteration 31Q: 3 clusters Score -2158500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2158511.750000 Penalty: 4669.877441
	Iteration 32Q: 3 clusters Score -2158512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2158525.500000 Penalty: 4669.877441
	Iteration 33Q: 3 clusters Score -2158526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2158528.250000 Penalty: 4669.877441
	Iteration 34Q: 3 clusters Score -2158528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2158536.500000 Penalty: 4669.877441
	Iteration 35Q: 3 clusters Score -2158536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2158537.000000 Penalty: 4669.877441
	Iteration 36Q: 3 clusters Score -2158537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2158540.750000 Penalty: 4669.877441
	Iteration 37Q: 3 clusters Score -2158541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2158540.750000 Penalty: 4669.877441
	Iteration 38Q: 3 clusters Score -2158541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2158539.750000 Penalty: 4669.877441
	Iteration 39Q: 3 clusters Score -2158540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2158541.500000 Penalty: 4669.877441
	Iteration 40F: 3 clusters Score -2158542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2158541.250000 Penalty: 4669.877441
	Iteration 41Q: 3 clusters Score -2158541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2158540.750000 Penalty: 4669.877441
	Iteration 42Q: 3 clusters Score -2158541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2158546.500000 Penalty: 4669.877441
	Iteration 43Q: 3 clusters Score -2158546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2158546.250000 Penalty: 4669.877441
	Iteration 44Q: 3 clusters Score -2158546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2158544.750000 Penalty: 4669.877441
	Iteration 45Q: 3 clusters Score -2158545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2158547.250000 Penalty: 4669.877441
	Iteration 46Q: 3 clusters Score -2158547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2158544.500000 Penalty: 4669.877441
	Iteration 47Q: 3 clusters Score -2158544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2158546.250000 Penalty: 4669.877441
	Iteration 48Q: 3 clusters Score -2158546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2158548.750000 Penalty: 4669.877441
	Iteration 49Q: 3 clusters Score -2158549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2158546.500000 Penalty: 4669.877441
	Iteration 50Q: 3 clusters Score -2158546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2158548.250000 Penalty: 4669.877441
	Iteration 51Q: 3 clusters Score -2158548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2158546.750000 Penalty: 4669.877441
	Iteration 52Q: 3 clusters Score -2158547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2158549.250000 Penalty: 4669.877441
	Iteration 53Q: 3 clusters Score -2158549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2158548.000000 Penalty: 4669.877441
	Iteration 54Q: 3 clusters Score -2158548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2158552.250000 Penalty: 4669.877441
	Iteration 55Q: 3 clusters Score -2158552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2158556.000000 Penalty: 4669.877441
	Iteration 56Q: 3 clusters Score -2158556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2158553.500000 Penalty: 4669.877441
	Iteration 57Q: 3 clusters Score -2158554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2158551.500000 Penalty: 4669.877441
	Iteration 58Q: 3 clusters Score -2158552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2158553.000000 Penalty: 4669.877441
	Iteration 59Q: 3 clusters Score -2158553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2158555.000000 Penalty: 4669.877441
	Iteration 60F: 3 clusters Score -2158555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2158553.250000 Penalty: 4669.877441
	Iteration 61Q: 3 clusters Score -2158553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2158552.250000 Penalty: 4669.877441
	Iteration 62Q: 3 clusters Score -2158552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2158549.750000 Penalty: 4669.877441
	Iteration 63Q: 3 clusters Score -2158550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2158552.500000 Penalty: 4669.877441
	Iteration 64Q: 3 clusters Score -2158552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2158551.750000 Penalty: 4669.877441
	Iteration 65Q: 3 clusters Score -2158552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2158555.750000 Penalty: 4669.877441
	Iteration 66Q: 3 clusters Score -2158556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2158556.500000 Penalty: 4669.877441
	Iteration 67Q: 3 clusters Score -2158556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2158556.000000 Penalty: 4669.877441
	Iteration 68Q: 3 clusters Score -2158556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2158560.250000 Penalty: 4669.877441
	Iteration 69Q: 3 clusters Score -2158560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2158560.750000 Penalty: 4669.877441
	Iteration 70Q: 3 clusters Score -2158561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2158560.750000 Penalty: 4669.877441
	Iteration 71Q: 3 clusters Score -2158561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2158560.000000 Penalty: 4669.877441
	Iteration 72Q: 3 clusters Score -2158560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2158559.750000 Penalty: 4669.877441
	Iteration 73Q: 3 clusters Score -2158560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2158559.750000 Penalty: 4669.877441
	Iteration 74F: 3 clusters Score -2158560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Entering Unmasked Estep 
Score: -9004072.000000 Penalty: 2684.719727
	Iteration 0F: 2 clusters Score -9004072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -8973413.000000 Penalty: 5369.439453
	Iteration 0F: 3 clusters Score -8973413 nChanged 23317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -8986195.000000 Penalty: 5369.439453
	Iteration 1F: 3 clusters Score -8986195 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8986722.000000 Penalty: 5369.439453
	Iteration 2Q: 3 clusters Score -8986722 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -8987114.000000 Penalty: 5369.439453
	Iteration 3Q: 3 clusters Score -8987114 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -8987462.000000 Penalty: 5369.439453
	Iteration 4Q: 3 clusters Score -8987462 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -8987766.000000 Penalty: 5369.439453
	Iteration 5Q: 3 clusters Score -8987766 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -8988089.000000 Penalty: 5369.439453
	Iteration 6Q: 3 clusters Score -8988089 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8988485.000000 Penalty: 5369.439453
	Iteration 7Q: 3 clusters Score -8988485 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -8988865.000000 Penalty: 5369.439453
	Iteration 8Q: 3 clusters Score -8988865 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -8989360.000000 Penalty: 5369.439453
	Iteration 9Q: 3 clusters Score -8989360 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -8989929.000000 Penalty: 5369.439453
	Iteration 10Q: 3 clusters Score -8989929 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -8990737.000000 Penalty: 5369.439453
	Iteration 11Q: 3 clusters Score -8990737 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -8991816.000000 Penalty: 5369.439453
	Iteration 12Q: 3 clusters Score -8991816 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -8993114.000000 Penalty: 5369.439453
	Iteration 13F: 3 clusters Score -8993114 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -8994789.000000 Penalty: 5369.439453
	Iteration 14F: 3 clusters Score -8994789 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -8996475.000000 Penalty: 5369.439453
	Iteration 15F: 3 clusters Score -8996475 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8998106.000000 Penalty: 5369.439453
	Iteration 16F: 3 clusters Score -8998106 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8999276.000000 Penalty: 5369.439453
	Iteration 17Q: 3 clusters Score -8999276 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -9000122.000000 Penalty: 5369.439453
	Iteration 18Q: 3 clusters Score -9000122 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -9000745.000000 Penalty: 5369.439453
	Iteration 19Q: 3 clusters Score -9000745 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -9001205.000000 Penalty: 5369.439453
	Iteration 20F: 3 clusters Score -9001205 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -9001474.000000 Penalty: 5369.439453
	Iteration 21Q: 3 clusters Score -9001474 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -9001591.000000 Penalty: 5369.439453
	Iteration 22Q: 3 clusters Score -9001591 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -9001700.000000 Penalty: 5369.439453
	Iteration 23Q: 3 clusters Score -9001700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -9001754.000000 Penalty: 5369.439453
	Iteration 24Q: 3 clusters Score -9001754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -9001799.000000 Penalty: 5369.439453
	Iteration 25Q: 3 clusters Score -9001799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -9001817.000000 Penalty: 5369.439453
	Iteration 26Q: 3 clusters Score -9001817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -9001852.000000 Penalty: 5369.439453
	Iteration 27Q: 3 clusters Score -9001852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9001886.000000 Penalty: 5369.439453
	Iteration 28Q: 3 clusters Score -9001886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -9001893.000000 Penalty: 5369.439453
	Iteration 29Q: 3 clusters Score -9001893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -9001901.000000 Penalty: 5369.439453
	Iteration 30Q: 3 clusters Score -9001901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -9001902.000000 Penalty: 5369.439453
	Iteration 31Q: 3 clusters Score -9001902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -9001908.000000 Penalty: 5369.439453
	Iteration 32Q: 3 clusters Score -9001908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -9001922.000000 Penalty: 5369.439453
	Iteration 33Q: 3 clusters Score -9001922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9001927.000000 Penalty: 5369.439453
	Iteration 34Q: 3 clusters Score -9001927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9001927.000000 Penalty: 5369.439453
	Iteration 35F: 3 clusters Score -9001927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Entering Unmasked Estep 
Score: -7189492.000000 Penalty: 2630.334717
	Iteration 0F: 2 clusters Score -7189492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -7162422.000000 Penalty: 5260.669434
	Iteration 0F: 3 clusters Score -7162422 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -7172514.000000 Penalty: 5260.669434
	Iteration 1F: 3 clusters Score -7172514 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -7173159.000000 Penalty: 5260.669434
	Iteration 2Q: 3 clusters Score -7173159 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -7173836.000000 Penalty: 5260.669434
	Iteration 3Q: 3 clusters Score -7173836 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -7174712.500000 Penalty: 5260.669434
	Iteration 4F: 3 clusters Score -7174712 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -7175821.500000 Penalty: 5260.669434
	Iteration 5F: 3 clusters Score -7175822 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -7177491.500000 Penalty: 5260.669434
	Iteration 6F: 3 clusters Score -7177492 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -7179587.500000 Penalty: 5260.669434
	Iteration 7F: 3 clusters Score -7179588 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -7181944.500000 Penalty: 5260.669434
	Iteration 8F: 3 clusters Score -7181944 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -7183950.000000 Penalty: 5260.669434
	Iteration 9F: 3 clusters Score -7183950 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -7185302.000000 Penalty: 5260.669434
	Iteration 10Q: 3 clusters Score -7185302 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -7186169.000000 Penalty: 5260.669434
	Iteration 11Q: 3 clusters Score -7186169 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7186682.000000 Penalty: 5260.669434
	Iteration 12Q: 3 clusters Score -7186682 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -7186986.500000 Penalty: 5260.669434
	Iteration 13Q: 3 clusters Score -7186986 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7187164.500000 Penalty: 5260.669434
	Iteration 14Q: 3 clusters Score -7187164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -7187263.000000 Penalty: 5260.669434
	Iteration 15Q: 3 clusters Score -7187263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -7187306.500000 Penalty: 5260.669434
	Iteration 16Q: 3 clusters Score -7187306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7187357.500000 Penalty: 5260.669434
	Iteration 17Q: 3 clusters Score -7187358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -7187372.500000 Penalty: 5260.669434
	Iteration 18Q: 3 clusters Score -7187372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -7187379.500000 Penalty: 5260.669434
	Iteration 19Q: 3 clusters Score -7187380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -7187377.500000 Penalty: 5260.669434
	Iteration 20F: 3 clusters Score -7187378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -7187397.500000 Penalty: 5260.669434
	Iteration 21Q: 3 clusters Score -7187398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7187408.500000 Penalty: 5260.669434
	Iteration 22Q: 3 clusters Score -7187408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -7187414.000000 Penalty: 5260.669434
	Iteration 23Q: 3 clusters Score -7187414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7187418.000000 Penalty: 5260.669434
	Iteration 24Q: 3 clusters Score -7187418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7187423.500000 Penalty: 5260.669434
	Iteration 25Q: 3 clusters Score -7187424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7187425.000000 Penalty: 5260.669434
	Iteration 26Q: 3 clusters Score -7187425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7187427.000000 Penalty: 5260.669434
	Iteration 27Q: 3 clusters Score -7187427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7187430.000000 Penalty: 5260.669434
	Iteration 28Q: 3 clusters Score -7187430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7187430.000000 Penalty: 5260.669434
	Iteration 29F: 3 clusters Score -7187430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1728475.625000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1728476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1720907.000000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1720907 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1723034.250000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1723034 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1723408.000000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1723408 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1723733.625000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1723734 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1724022.375000 Penalty: 4565.742676
	Iteration 4Q: 3 clusters Score -1724022 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1724286.125000 Penalty: 4565.742676
	Iteration 5Q: 3 clusters Score -1724286 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1724543.000000 Penalty: 4565.742676
	Iteration 6Q: 3 clusters Score -1724543 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1724824.625000 Penalty: 4565.742676
	Iteration 7Q: 3 clusters Score -1724825 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1725100.625000 Penalty: 4565.742676
	Iteration 8Q: 3 clusters Score -1725101 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1725385.500000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1725386 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1725700.125000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1725700 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1725992.000000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1725992 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1726226.750000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1726227 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1726380.875000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1726381 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1726479.625000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1726480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1726560.750000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1726561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1726608.875000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1726609 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1726656.625000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1726657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1726693.375000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1726693 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1726722.500000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1726722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1726745.000000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1726745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1726760.625000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1726761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1726770.875000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1726771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1726785.250000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1726785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1726803.250000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1726803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1726810.500000 Penalty: 4565.742676
	Iteration 25Q: 3 clusters Score -1726810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1726814.875000 Penalty: 4565.742676
	Iteration 26Q: 3 clusters Score -1726815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1726821.000000 Penalty: 4565.742676
	Iteration 27Q: 3 clusters Score -1726821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1726826.500000 Penalty: 4565.742676
	Iteration 28Q: 3 clusters Score -1726826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1726833.750000 Penalty: 4565.742676
	Iteration 29Q: 3 clusters Score -1726834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1726836.250000 Penalty: 4565.742676
	Iteration 30Q: 3 clusters Score -1726836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1726845.875000 Penalty: 4565.742676
	Iteration 31Q: 3 clusters Score -1726846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1726853.000000 Penalty: 4565.742676
	Iteration 32Q: 3 clusters Score -1726853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1726857.625000 Penalty: 4565.742676
	Iteration 33Q: 3 clusters Score -1726858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1726864.875000 Penalty: 4565.742676
	Iteration 34Q: 3 clusters Score -1726865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1726868.000000 Penalty: 4565.742676
	Iteration 35Q: 3 clusters Score -1726868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1726876.000000 Penalty: 4565.742676
	Iteration 36Q: 3 clusters Score -1726876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1726877.750000 Penalty: 4565.742676
	Iteration 37Q: 3 clusters Score -1726878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1726884.000000 Penalty: 4565.742676
	Iteration 38Q: 3 clusters Score -1726884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1726889.625000 Penalty: 4565.742676
	Iteration 39Q: 3 clusters Score -1726890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1726899.625000 Penalty: 4565.742676
	Iteration 40F: 3 clusters Score -1726900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1726906.375000 Penalty: 4565.742676
	Iteration 41Q: 3 clusters Score -1726906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1726919.750000 Penalty: 4565.742676
	Iteration 42Q: 3 clusters Score -1726920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1726922.875000 Penalty: 4565.742676
	Iteration 43Q: 3 clusters Score -1726923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1726931.625000 Penalty: 4565.742676
	Iteration 44Q: 3 clusters Score -1726932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1726937.750000 Penalty: 4565.742676
	Iteration 45Q: 3 clusters Score -1726938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1726944.500000 Penalty: 4565.742676
	Iteration 46Q: 3 clusters Score -1726944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1726949.000000 Penalty: 4565.742676
	Iteration 47Q: 3 clusters Score -1726949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1726954.750000 Penalty: 4565.742676
	Iteration 48Q: 3 clusters Score -1726955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1726969.250000 Penalty: 4565.742676
	Iteration 49Q: 3 clusters Score -1726969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1726985.250000 Penalty: 4565.742676
	Iteration 50Q: 3 clusters Score -1726985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1727006.750000 Penalty: 4565.742676
	Iteration 51Q: 3 clusters Score -1727007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1727026.500000 Penalty: 4565.742676
	Iteration 52Q: 3 clusters Score -1727026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1727049.750000 Penalty: 4565.742676
	Iteration 53Q: 3 clusters Score -1727050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1727073.375000 Penalty: 4565.742676
	Iteration 54Q: 3 clusters Score -1727073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1727092.625000 Penalty: 4565.742676
	Iteration 55Q: 3 clusters Score -1727093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1727110.000000 Penalty: 4565.742676
	Iteration 56Q: 3 clusters Score -1727110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1727116.500000 Penalty: 4565.742676
	Iteration 57Q: 3 clusters Score -1727116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1727125.000000 Penalty: 4565.742676
	Iteration 58Q: 3 clusters Score -1727125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1727131.875000 Penalty: 4565.742676
	Iteration 59Q: 3 clusters Score -1727132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1727132.750000 Penalty: 4565.742676
	Iteration 60F: 3 clusters Score -1727133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1727133.500000 Penalty: 4565.742676
	Iteration 61Q: 3 clusters Score -1727134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1727139.375000 Penalty: 4565.742676
	Iteration 62Q: 3 clusters Score -1727139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1727145.500000 Penalty: 4565.742676
	Iteration 63Q: 3 clusters Score -1727146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1727149.500000 Penalty: 4565.742676
	Iteration 64Q: 3 clusters Score -1727150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1727149.375000 Penalty: 4565.742676
	Iteration 65Q: 3 clusters Score -1727149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1727152.875000 Penalty: 4565.742676
	Iteration 66Q: 3 clusters Score -1727153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1727152.250000 Penalty: 4565.742676
	Iteration 67Q: 3 clusters Score -1727152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1727152.250000 Penalty: 4565.742676
	Iteration 68F: 3 clusters Score -1727152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Entering Unmasked Estep 
Score: -5809870.500000 Penalty: 2574.394287
	Iteration 0F: 2 clusters Score -5809870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5787999.000000 Penalty: 5148.788574
	Iteration 0F: 3 clusters Score -5787999 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -5796049.000000 Penalty: 5148.788574
	Iteration 1F: 3 clusters Score -5796049 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5796507.500000 Penalty: 5148.788574
	Iteration 2Q: 3 clusters Score -5796508 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5796902.000000 Penalty: 5148.788574
	Iteration 3Q: 3 clusters Score -5796902 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5797279.000000 Penalty: 5148.788574
	Iteration 4Q: 3 clusters Score -5797279 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -5797698.000000 Penalty: 5148.788574
	Iteration 5Q: 3 clusters Score -5797698 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -5798161.000000 Penalty: 5148.788574
	Iteration 6Q: 3 clusters Score -5798161 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -5798854.500000 Penalty: 5148.788574
	Iteration 7Q: 3 clusters Score -5798854 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -5799823.000000 Penalty: 5148.788574
	Iteration 8F: 3 clusters Score -5799823 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -5801323.000000 Penalty: 5148.788574
	Iteration 9F: 3 clusters Score -5801323 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5803180.000000 Penalty: 5148.788574
	Iteration 10F: 3 clusters Score -5803180 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5805067.500000 Penalty: 5148.788574
	Iteration 11F: 3 clusters Score -5805068 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5806349.500000 Penalty: 5148.788574
	Iteration 12Q: 3 clusters Score -5806350 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5807034.500000 Penalty: 5148.788574
	Iteration 13Q: 3 clusters Score -5807034 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5807401.000000 Penalty: 5148.788574
	Iteration 14Q: 3 clusters Score -5807401 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5807592.500000 Penalty: 5148.788574
	Iteration 15Q: 3 clusters Score -5807592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5807690.500000 Penalty: 5148.788574
	Iteration 16Q: 3 clusters Score -5807690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5807751.500000 Penalty: 5148.788574
	Iteration 17Q: 3 clusters Score -5807752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5807802.500000 Penalty: 5148.788574
	Iteration 18Q: 3 clusters Score -5807802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5807811.000000 Penalty: 5148.788574
	Iteration 19Q: 3 clusters Score -5807811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5807828.000000 Penalty: 5148.788574
	Iteration 20F: 3 clusters Score -5807828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5807831.000000 Penalty: 5148.788574
	Iteration 21Q: 3 clusters Score -5807831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5807840.500000 Penalty: 5148.788574
	Iteration 22Q: 3 clusters Score -5807840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5807845.500000 Penalty: 5148.788574
	Iteration 23Q: 3 clusters Score -5807846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5807849.000000 Penalty: 5148.788574
	Iteration 24Q: 3 clusters Score -5807849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5807843.000000 Penalty: 5148.788574
	Iteration 25Q: 3 clusters Score -5807843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5807843.000000 Penalty: 5148.788574
	Iteration 26F: 3 clusters Score -5807843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Entering Unmasked Estep 
Score: -8090169.500000 Penalty: 2654.410156
	Iteration 0F: 2 clusters Score -8090170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8061433.000000 Penalty: 5308.820312
	Iteration 0F: 3 clusters Score -8061433 nChanged 20325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8072606.500000 Penalty: 5308.820312
	Iteration 1F: 3 clusters Score -8072606 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8073163.500000 Penalty: 5308.820312
	Iteration 2Q: 3 clusters Score -8073164 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8073691.500000 Penalty: 5308.820312
	Iteration 3Q: 3 clusters Score -8073692 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -8074304.500000 Penalty: 5308.820312
	Iteration 4Q: 3 clusters Score -8074304 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -8074936.500000 Penalty: 5308.820312
	Iteration 5Q: 3 clusters Score -8074936 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -8075621.500000 Penalty: 5308.820312
	Iteration 6Q: 3 clusters Score -8075622 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -8076557.000000 Penalty: 5308.820312
	Iteration 7Q: 3 clusters Score -8076557 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -8077859.500000 Penalty: 5308.820312
	Iteration 8Q: 3 clusters Score -8077860 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -8079323.000000 Penalty: 5308.820312
	Iteration 9F: 3 clusters Score -8079323 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -8081042.500000 Penalty: 5308.820312
	Iteration 10F: 3 clusters Score -8081042 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -8082619.000000 Penalty: 5308.820312
	Iteration 11F: 3 clusters Score -8082619 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -8083946.500000 Penalty: 5308.820312
	Iteration 12Q: 3 clusters Score -8083946 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -8085025.000000 Penalty: 5308.820312
	Iteration 13Q: 3 clusters Score -8085025 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8085907.500000 Penalty: 5308.820312
	Iteration 14Q: 3 clusters Score -8085908 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8086576.500000 Penalty: 5308.820312
	Iteration 15Q: 3 clusters Score -8086576 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -8087051.500000 Penalty: 5308.820312
	Iteration 16Q: 3 clusters Score -8087052 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -8087392.000000 Penalty: 5308.820312
	Iteration 17Q: 3 clusters Score -8087392 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8087598.500000 Penalty: 5308.820312
	Iteration 18Q: 3 clusters Score -8087598 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8087792.000000 Penalty: 5308.820312
	Iteration 19Q: 3 clusters Score -8087792 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8087965.500000 Penalty: 5308.820312
	Iteration 20F: 3 clusters Score -8087966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8088150.500000 Penalty: 5308.820312
	Iteration 21Q: 3 clusters Score -8088150 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -8088298.500000 Penalty: 5308.820312
	Iteration 22Q: 3 clusters Score -8088298 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -8088476.000000 Penalty: 5308.820312
	Iteration 23Q: 3 clusters Score -8088476 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8088636.500000 Penalty: 5308.820312
	Iteration 24Q: 3 clusters Score -8088636 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8088830.000000 Penalty: 5308.820312
	Iteration 25Q: 3 clusters Score -8088830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8089001.000000 Penalty: 5308.820312
	Iteration 26Q: 3 clusters Score -8089001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8089143.000000 Penalty: 5308.820312
	Iteration 27Q: 3 clusters Score -8089143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -8089298.500000 Penalty: 5308.820312
	Iteration 28Q: 3 clusters Score -8089298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8089413.500000 Penalty: 5308.820312
	Iteration 29Q: 3 clusters Score -8089414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8089519.500000 Penalty: 5308.820312
	Iteration 30Q: 3 clusters Score -8089520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8089591.000000 Penalty: 5308.820312
	Iteration 31Q: 3 clusters Score -8089591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8089677.000000 Penalty: 5308.820312
	Iteration 32Q: 3 clusters Score -8089677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8089722.000000 Penalty: 5308.820312
	Iteration 33Q: 3 clusters Score -8089722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8089774.500000 Penalty: 5308.820312
	Iteration 34Q: 3 clusters Score -8089774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8089826.500000 Penalty: 5308.820312
	Iteration 35Q: 3 clusters Score -8089826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8089887.500000 Penalty: 5308.820312
	Iteration 36Q: 3 clusters Score -8089888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8089916.500000 Penalty: 5308.820312
	Iteration 37Q: 3 clusters Score -8089916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -8089949.000000 Penalty: 5308.820312
	Iteration 38Q: 3 clusters Score -8089949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8089989.000000 Penalty: 5308.820312
	Iteration 39Q: 3 clusters Score -8089989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8090122.000000 Penalty: 5308.820312
	Iteration 40F: 3 clusters Score -8090122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8090237.500000 Penalty: 5308.820312
	Iteration 41Q: 3 clusters Score -8090238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -8090335.500000 Penalty: 5308.820312
	Iteration 42Q: 3 clusters Score -8090336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -8090415.000000 Penalty: 5308.820312
	Iteration 43Q: 3 clusters Score -8090415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8090496.000000 Penalty: 5308.820312
	Iteration 44Q: 3 clusters Score -8090496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -8090540.500000 Penalty: 5308.820312
	Iteration 45Q: 3 clusters Score -8090540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8090553.000000 Penalty: 5308.820312
	Iteration 46Q: 3 clusters Score -8090553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8090557.000000 Penalty: 5308.820312
	Iteration 47F: 3 clusters Score -8090557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8090563.500000 Penalty: 5308.820312
	Iteration 48Q: 3 clusters Score -8090564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8090576.500000 Penalty: 5308.820312
	Iteration 49Q: 3 clusters Score -8090576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8090581.000000 Penalty: 5308.820312
	Iteration 50Q: 3 clusters Score -8090581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -8090590.500000 Penalty: 5308.820312
	Iteration 51Q: 3 clusters Score -8090590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8090595.000000 Penalty: 5308.820312
	Iteration 52Q: 3 clusters Score -8090595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8090595.000000 Penalty: 5308.820312
	Iteration 53F: 3 clusters Score -8090595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55116 members 
Mstep: Class 42 contains 44259 members 
Entering Unmasked Estep 
Score: -196418160.000000 Penalty: 145101.093750
Splitting cluster 18 changes total score from -196418656.000000 to -196418160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (45262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Entering Unmasked Estep 
Score: -8196768.000000 Penalty: 2658.615479
	Iteration 0F: 2 clusters Score -8196768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8167753.500000 Penalty: 5317.230957
	Iteration 0F: 3 clusters Score -8167754 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -8179017.500000 Penalty: 5317.230957
	Iteration 1F: 3 clusters Score -8179018 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -8179515.000000 Penalty: 5317.230957
	Iteration 2Q: 3 clusters Score -8179515 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -8179917.500000 Penalty: 5317.230957
	Iteration 3Q: 3 clusters Score -8179918 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8180323.500000 Penalty: 5317.230957
	Iteration 4Q: 3 clusters Score -8180324 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -8180621.500000 Penalty: 5317.230957
	Iteration 5Q: 3 clusters Score -8180622 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -8180985.500000 Penalty: 5317.230957
	Iteration 6Q: 3 clusters Score -8180986 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -8181388.500000 Penalty: 5317.230957
	Iteration 7Q: 3 clusters Score -8181388 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -8181868.000000 Penalty: 5317.230957
	Iteration 8Q: 3 clusters Score -8181868 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -8182560.000000 Penalty: 5317.230957
	Iteration 9Q: 3 clusters Score -8182560 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -8183661.000000 Penalty: 5317.230957
	Iteration 10Q: 3 clusters Score -8183661 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -8185115.500000 Penalty: 5317.230957
	Iteration 11F: 3 clusters Score -8185116 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -8187165.000000 Penalty: 5317.230957
	Iteration 12F: 3 clusters Score -8187165 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -8189450.500000 Penalty: 5317.230957
	Iteration 13F: 3 clusters Score -8189450 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -8191465.500000 Penalty: 5317.230957
	Iteration 14Q: 3 clusters Score -8191466 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -8192711.500000 Penalty: 5317.230957
	Iteration 15Q: 3 clusters Score -8192712 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -8193423.500000 Penalty: 5317.230957
	Iteration 16Q: 3 clusters Score -8193424 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -8193856.000000 Penalty: 5317.230957
	Iteration 17Q: 3 clusters Score -8193856 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8194125.000000 Penalty: 5317.230957
	Iteration 18Q: 3 clusters Score -8194125 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -8194283.500000 Penalty: 5317.230957
	Iteration 19Q: 3 clusters Score -8194284 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8194414.000000 Penalty: 5317.230957
	Iteration 20F: 3 clusters Score -8194414 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -8194519.500000 Penalty: 5317.230957
	Iteration 21Q: 3 clusters Score -8194520 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -8194622.000000 Penalty: 5317.230957
	Iteration 22Q: 3 clusters Score -8194622 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -8194681.000000 Penalty: 5317.230957
	Iteration 23Q: 3 clusters Score -8194681 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -8194732.000000 Penalty: 5317.230957
	Iteration 24Q: 3 clusters Score -8194732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -8194754.000000 Penalty: 5317.230957
	Iteration 25Q: 3 clusters Score -8194754 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8194792.000000 Penalty: 5317.230957
	Iteration 26Q: 3 clusters Score -8194792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -8194800.500000 Penalty: 5317.230957
	Iteration 27Q: 3 clusters Score -8194800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8194800.000000 Penalty: 5317.230957
	Iteration 28Q: 3 clusters Score -8194800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8194825.500000 Penalty: 5317.230957
	Iteration 29Q: 3 clusters Score -8194826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8194839.000000 Penalty: 5317.230957
	Iteration 30Q: 3 clusters Score -8194839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8194844.500000 Penalty: 5317.230957
	Iteration 31Q: 3 clusters Score -8194844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -8194866.000000 Penalty: 5317.230957
	Iteration 32Q: 3 clusters Score -8194866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8194871.000000 Penalty: 5317.230957
	Iteration 33Q: 3 clusters Score -8194871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8194890.500000 Penalty: 5317.230957
	Iteration 34Q: 3 clusters Score -8194890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8194888.000000 Penalty: 5317.230957
	Iteration 35Q: 3 clusters Score -8194888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8194892.000000 Penalty: 5317.230957
	Iteration 36Q: 3 clusters Score -8194892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8194896.500000 Penalty: 5317.230957
	Iteration 37Q: 3 clusters Score -8194896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8194893.500000 Penalty: 5317.230957
	Iteration 38Q: 3 clusters Score -8194894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -8194892.500000 Penalty: 5317.230957
	Iteration 39Q: 3 clusters Score -8194892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -8194906.500000 Penalty: 5317.230957
	Iteration 40F: 3 clusters Score -8194906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8194900.500000 Penalty: 5317.230957
	Iteration 41Q: 3 clusters Score -8194900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -8194897.500000 Penalty: 5317.230957
	Iteration 42Q: 3 clusters Score -8194898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -8194893.500000 Penalty: 5317.230957
	Iteration 43Q: 3 clusters Score -8194894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8194903.000000 Penalty: 5317.230957
	Iteration 44Q: 3 clusters Score -8194903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8194890.000000 Penalty: 5317.230957
	Iteration 45Q: 3 clusters Score -8194890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8194887.500000 Penalty: 5317.230957
	Iteration 46Q: 3 clusters Score -8194888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8194900.500000 Penalty: 5317.230957
	Iteration 47Q: 3 clusters Score -8194900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -8194898.000000 Penalty: 5317.230957
	Iteration 48Q: 3 clusters Score -8194898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -8194898.500000 Penalty: 5317.230957
	Iteration 49Q: 3 clusters Score -8194898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -8194901.500000 Penalty: 5317.230957
	Iteration 50Q: 3 clusters Score -8194902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8194895.000000 Penalty: 5317.230957
	Iteration 51Q: 3 clusters Score -8194895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8194892.500000 Penalty: 5317.230957
	Iteration 52Q: 3 clusters Score -8194892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8194899.500000 Penalty: 5317.230957
	Iteration 53Q: 3 clusters Score -8194900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8194902.000000 Penalty: 5317.230957
	Iteration 54Q: 3 clusters Score -8194902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8194902.000000 Penalty: 5317.230957
	Iteration 55F: 3 clusters Score -8194902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Entering Unmasked Estep 
Score: -2853395.750000 Penalty: 2402.208740
	Iteration 0F: 2 clusters Score -2853396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2841843.250000 Penalty: 4804.417480
	Iteration 0F: 3 clusters Score -2841843 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2845525.000000 Penalty: 4804.417480
	Iteration 1F: 3 clusters Score -2845525 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2845861.750000 Penalty: 4804.417480
	Iteration 2F: 3 clusters Score -2845862 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2846149.000000 Penalty: 4804.417480
	Iteration 3Q: 3 clusters Score -2846149 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2846409.750000 Penalty: 4804.417480
	Iteration 4Q: 3 clusters Score -2846410 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2846643.750000 Penalty: 4804.417480
	Iteration 5Q: 3 clusters Score -2846644 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2846972.000000 Penalty: 4804.417480
	Iteration 6Q: 3 clusters Score -2846972 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2847442.000000 Penalty: 4804.417480
	Iteration 7Q: 3 clusters Score -2847442 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2848071.500000 Penalty: 4804.417480
	Iteration 8F: 3 clusters Score -2848072 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2848826.000000 Penalty: 4804.417480
	Iteration 9F: 3 clusters Score -2848826 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2849670.000000 Penalty: 4804.417480
	Iteration 10F: 3 clusters Score -2849670 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2850394.750000 Penalty: 4804.417480
	Iteration 11Q: 3 clusters Score -2850395 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2850827.250000 Penalty: 4804.417480
	Iteration 12Q: 3 clusters Score -2850827 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2851057.250000 Penalty: 4804.417480
	Iteration 13Q: 3 clusters Score -2851057 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2851167.250000 Penalty: 4804.417480
	Iteration 14Q: 3 clusters Score -2851167 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2851258.250000 Penalty: 4804.417480
	Iteration 15Q: 3 clusters Score -2851258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2851296.250000 Penalty: 4804.417480
	Iteration 16Q: 3 clusters Score -2851296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2851325.750000 Penalty: 4804.417480
	Iteration 17Q: 3 clusters Score -2851326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2851335.750000 Penalty: 4804.417480
	Iteration 18Q: 3 clusters Score -2851336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2851350.500000 Penalty: 4804.417480
	Iteration 19Q: 3 clusters Score -2851350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2851360.250000 Penalty: 4804.417480
	Iteration 20F: 3 clusters Score -2851360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2851365.500000 Penalty: 4804.417480
	Iteration 21Q: 3 clusters Score -2851366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2851370.250000 Penalty: 4804.417480
	Iteration 22Q: 3 clusters Score -2851370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2851369.750000 Penalty: 4804.417480
	Iteration 23Q: 3 clusters Score -2851370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2851369.750000 Penalty: 4804.417480
	Iteration 24F: 3 clusters Score -2851370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Entering Unmasked Estep 
Score: -1191326.500000 Penalty: 2188.593018
	Iteration 0F: 2 clusters Score -1191326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1185637.750000 Penalty: 4377.186035
	Iteration 0F: 3 clusters Score -1185638 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1187193.750000 Penalty: 4377.186035
	Iteration 1F: 3 clusters Score -1187194 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1187492.125000 Penalty: 4377.186035
	Iteration 2F: 3 clusters Score -1187492 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1187778.875000 Penalty: 4377.186035
	Iteration 3F: 3 clusters Score -1187779 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1188083.875000 Penalty: 4377.186035
	Iteration 4F: 3 clusters Score -1188084 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1188422.250000 Penalty: 4377.186035
	Iteration 5F: 3 clusters Score -1188422 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1188791.750000 Penalty: 4377.186035
	Iteration 6F: 3 clusters Score -1188792 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1189149.750000 Penalty: 4377.186035
	Iteration 7F: 3 clusters Score -1189150 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1189515.250000 Penalty: 4377.186035
	Iteration 8F: 3 clusters Score -1189515 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1189775.125000 Penalty: 4377.186035
	Iteration 9Q: 3 clusters Score -1189775 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1189926.250000 Penalty: 4377.186035
	Iteration 10Q: 3 clusters Score -1189926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1190031.875000 Penalty: 4377.186035
	Iteration 11Q: 3 clusters Score -1190032 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1190094.875000 Penalty: 4377.186035
	Iteration 12Q: 3 clusters Score -1190095 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1190139.500000 Penalty: 4377.186035
	Iteration 13Q: 3 clusters Score -1190140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1190168.375000 Penalty: 4377.186035
	Iteration 14Q: 3 clusters Score -1190168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1190191.500000 Penalty: 4377.186035
	Iteration 15Q: 3 clusters Score -1190192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1190215.000000 Penalty: 4377.186035
	Iteration 16Q: 3 clusters Score -1190215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1190227.625000 Penalty: 4377.186035
	Iteration 17Q: 3 clusters Score -1190228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1190238.375000 Penalty: 4377.186035
	Iteration 18Q: 3 clusters Score -1190238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1190248.500000 Penalty: 4377.186035
	Iteration 19Q: 3 clusters Score -1190248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1190256.500000 Penalty: 4377.186035
	Iteration 20F: 3 clusters Score -1190256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1190267.875000 Penalty: 4377.186035
	Iteration 21Q: 3 clusters Score -1190268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1190280.125000 Penalty: 4377.186035
	Iteration 22Q: 3 clusters Score -1190280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1190287.000000 Penalty: 4377.186035
	Iteration 23Q: 3 clusters Score -1190287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1190290.375000 Penalty: 4377.186035
	Iteration 24Q: 3 clusters Score -1190290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1190291.500000 Penalty: 4377.186035
	Iteration 25Q: 3 clusters Score -1190292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1190292.625000 Penalty: 4377.186035
	Iteration 26Q: 3 clusters Score -1190293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1190294.500000 Penalty: 4377.186035
	Iteration 27Q: 3 clusters Score -1190294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1190295.625000 Penalty: 4377.186035
	Iteration 28Q: 3 clusters Score -1190296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1190296.625000 Penalty: 4377.186035
	Iteration 29Q: 3 clusters Score -1190297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1190296.875000 Penalty: 4377.186035
	Iteration 30Q: 3 clusters Score -1190297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1190297.125000 Penalty: 4377.186035
	Iteration 31Q: 3 clusters Score -1190297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1190297.625000 Penalty: 4377.186035
	Iteration 32Q: 3 clusters Score -1190298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1190297.625000 Penalty: 4377.186035
	Iteration 33F: 3 clusters Score -1190298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Entering Unmasked Estep 
Score: -7310647.000000 Penalty: 2630.555908
	Iteration 0F: 2 clusters Score -7310647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -7283549.000000 Penalty: 5261.111816
	Iteration 0F: 3 clusters Score -7283549 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -7293674.000000 Penalty: 5261.111816
	Iteration 1F: 3 clusters Score -7293674 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -7294156.500000 Penalty: 5261.111816
	Iteration 2Q: 3 clusters Score -7294156 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -7294582.000000 Penalty: 5261.111816
	Iteration 3Q: 3 clusters Score -7294582 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7294951.500000 Penalty: 5261.111816
	Iteration 4Q: 3 clusters Score -7294952 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -7295325.500000 Penalty: 5261.111816
	Iteration 5Q: 3 clusters Score -7295326 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -7295794.500000 Penalty: 5261.111816
	Iteration 6Q: 3 clusters Score -7295794 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -7296358.500000 Penalty: 5261.111816
	Iteration 7Q: 3 clusters Score -7296358 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -7297092.500000 Penalty: 5261.111816
	Iteration 8Q: 3 clusters Score -7297092 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -7298143.500000 Penalty: 5261.111816
	Iteration 9Q: 3 clusters Score -7298144 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -7299690.500000 Penalty: 5261.111816
	Iteration 10F: 3 clusters Score -7299690 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -7301435.500000 Penalty: 5261.111816
	Iteration 11F: 3 clusters Score -7301436 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -7303120.500000 Penalty: 5261.111816
	Iteration 12F: 3 clusters Score -7303120 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -7304462.000000 Penalty: 5261.111816
	Iteration 13Q: 3 clusters Score -7304462 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -7305453.000000 Penalty: 5261.111816
	Iteration 14Q: 3 clusters Score -7305453 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -7306072.000000 Penalty: 5261.111816
	Iteration 15Q: 3 clusters Score -7306072 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -7306475.500000 Penalty: 5261.111816
	Iteration 16Q: 3 clusters Score -7306476 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -7306796.500000 Penalty: 5261.111816
	Iteration 17Q: 3 clusters Score -7306796 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -7307107.000000 Penalty: 5261.111816
	Iteration 18Q: 3 clusters Score -7307107 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -7307358.000000 Penalty: 5261.111816
	Iteration 19Q: 3 clusters Score -7307358 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7307565.500000 Penalty: 5261.111816
	Iteration 20F: 3 clusters Score -7307566 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -7307746.000000 Penalty: 5261.111816
	Iteration 21Q: 3 clusters Score -7307746 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7307905.000000 Penalty: 5261.111816
	Iteration 22Q: 3 clusters Score -7307905 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -7307961.000000 Penalty: 5261.111816
	Iteration 23Q: 3 clusters Score -7307961 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7308046.500000 Penalty: 5261.111816
	Iteration 24Q: 3 clusters Score -7308046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7308121.000000 Penalty: 5261.111816
	Iteration 25Q: 3 clusters Score -7308121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7308191.000000 Penalty: 5261.111816
	Iteration 26Q: 3 clusters Score -7308191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7308249.500000 Penalty: 5261.111816
	Iteration 27Q: 3 clusters Score -7308250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7308289.000000 Penalty: 5261.111816
	Iteration 28Q: 3 clusters Score -7308289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -7308309.500000 Penalty: 5261.111816
	Iteration 29Q: 3 clusters Score -7308310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -7308338.500000 Penalty: 5261.111816
	Iteration 30Q: 3 clusters Score -7308338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7308381.000000 Penalty: 5261.111816
	Iteration 31Q: 3 clusters Score -7308381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7308401.000000 Penalty: 5261.111816
	Iteration 32Q: 3 clusters Score -7308401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7308404.000000 Penalty: 5261.111816
	Iteration 33Q: 3 clusters Score -7308404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -7308407.500000 Penalty: 5261.111816
	Iteration 34Q: 3 clusters Score -7308408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7308428.500000 Penalty: 5261.111816
	Iteration 35Q: 3 clusters Score -7308428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7308421.500000 Penalty: 5261.111816
	Iteration 36Q: 3 clusters Score -7308422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -7308422.500000 Penalty: 5261.111816
	Iteration 37Q: 3 clusters Score -7308422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -7308421.000000 Penalty: 5261.111816
	Iteration 38Q: 3 clusters Score -7308421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -7308428.000000 Penalty: 5261.111816
	Iteration 39Q: 3 clusters Score -7308428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7308431.000000 Penalty: 5261.111816
	Iteration 40F: 3 clusters Score -7308431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -7308430.000000 Penalty: 5261.111816
	Iteration 41Q: 3 clusters Score -7308430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7308430.500000 Penalty: 5261.111816
	Iteration 42Q: 3 clusters Score -7308430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7308435.500000 Penalty: 5261.111816
	Iteration 43Q: 3 clusters Score -7308436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -7308433.500000 Penalty: 5261.111816
	Iteration 44Q: 3 clusters Score -7308434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -7308439.500000 Penalty: 5261.111816
	Iteration 45Q: 3 clusters Score -7308440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -7308437.500000 Penalty: 5261.111816
	Iteration 46Q: 3 clusters Score -7308438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7308437.500000 Penalty: 5261.111816
	Iteration 47Q: 3 clusters Score -7308438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7308444.000000 Penalty: 5261.111816
	Iteration 48Q: 3 clusters Score -7308444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -7308449.500000 Penalty: 5261.111816
	Iteration 49Q: 3 clusters Score -7308450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7308451.500000 Penalty: 5261.111816
	Iteration 50Q: 3 clusters Score -7308452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7308452.000000 Penalty: 5261.111816
	Iteration 51Q: 3 clusters Score -7308452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7308455.000000 Penalty: 5261.111816
	Iteration 52Q: 3 clusters Score -7308455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7308460.500000 Penalty: 5261.111816
	Iteration 53Q: 3 clusters Score -7308460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7308458.000000 Penalty: 5261.111816
	Iteration 54Q: 3 clusters Score -7308458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7308458.000000 Penalty: 5261.111816
	Iteration 55F: 3 clusters Score -7308458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Entering Unmasked Estep 
Score: -1466516.500000 Penalty: 2236.846680
	Iteration 0F: 2 clusters Score -1466516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1459937.500000 Penalty: 4473.693359
	Iteration 0F: 3 clusters Score -1459938 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1461626.500000 Penalty: 4473.693359
	Iteration 1F: 3 clusters Score -1461626 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1461884.750000 Penalty: 4473.693359
	Iteration 2F: 3 clusters Score -1461885 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1462052.500000 Penalty: 4473.693359
	Iteration 3Q: 3 clusters Score -1462052 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1462188.250000 Penalty: 4473.693359
	Iteration 4Q: 3 clusters Score -1462188 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1462306.375000 Penalty: 4473.693359
	Iteration 5Q: 3 clusters Score -1462306 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1462400.375000 Penalty: 4473.693359
	Iteration 6Q: 3 clusters Score -1462400 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1462510.125000 Penalty: 4473.693359
	Iteration 7Q: 3 clusters Score -1462510 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1462630.250000 Penalty: 4473.693359
	Iteration 8Q: 3 clusters Score -1462630 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1462760.000000 Penalty: 4473.693359
	Iteration 9Q: 3 clusters Score -1462760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1462903.875000 Penalty: 4473.693359
	Iteration 10Q: 3 clusters Score -1462904 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1463101.500000 Penalty: 4473.693359
	Iteration 11Q: 3 clusters Score -1463102 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1463339.375000 Penalty: 4473.693359
	Iteration 12Q: 3 clusters Score -1463339 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1463605.750000 Penalty: 4473.693359
	Iteration 13Q: 3 clusters Score -1463606 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1463896.125000 Penalty: 4473.693359
	Iteration 14Q: 3 clusters Score -1463896 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1464114.375000 Penalty: 4473.693359
	Iteration 15Q: 3 clusters Score -1464114 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1464283.875000 Penalty: 4473.693359
	Iteration 16Q: 3 clusters Score -1464284 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1464430.500000 Penalty: 4473.693359
	Iteration 17Q: 3 clusters Score -1464430 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1464524.375000 Penalty: 4473.693359
	Iteration 18Q: 3 clusters Score -1464524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1464568.875000 Penalty: 4473.693359
	Iteration 19Q: 3 clusters Score -1464569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1464599.125000 Penalty: 4473.693359
	Iteration 20F: 3 clusters Score -1464599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1464621.875000 Penalty: 4473.693359
	Iteration 21Q: 3 clusters Score -1464622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1464641.500000 Penalty: 4473.693359
	Iteration 22Q: 3 clusters Score -1464642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1464653.750000 Penalty: 4473.693359
	Iteration 23Q: 3 clusters Score -1464654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1464663.750000 Penalty: 4473.693359
	Iteration 24Q: 3 clusters Score -1464664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1464673.625000 Penalty: 4473.693359
	Iteration 25Q: 3 clusters Score -1464674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1464681.875000 Penalty: 4473.693359
	Iteration 26Q: 3 clusters Score -1464682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1464686.875000 Penalty: 4473.693359
	Iteration 27Q: 3 clusters Score -1464687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1464689.875000 Penalty: 4473.693359
	Iteration 28Q: 3 clusters Score -1464690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1464694.125000 Penalty: 4473.693359
	Iteration 29Q: 3 clusters Score -1464694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1464698.000000 Penalty: 4473.693359
	Iteration 30Q: 3 clusters Score -1464698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1464702.125000 Penalty: 4473.693359
	Iteration 31Q: 3 clusters Score -1464702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1464705.875000 Penalty: 4473.693359
	Iteration 32Q: 3 clusters Score -1464706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1464709.500000 Penalty: 4473.693359
	Iteration 33Q: 3 clusters Score -1464710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1464712.000000 Penalty: 4473.693359
	Iteration 34Q: 3 clusters Score -1464712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1464717.375000 Penalty: 4473.693359
	Iteration 35Q: 3 clusters Score -1464717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1464716.000000 Penalty: 4473.693359
	Iteration 36Q: 3 clusters Score -1464716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1464716.625000 Penalty: 4473.693359
	Iteration 37Q: 3 clusters Score -1464717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1464717.625000 Penalty: 4473.693359
	Iteration 38Q: 3 clusters Score -1464718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1464719.250000 Penalty: 4473.693359
	Iteration 39Q: 3 clusters Score -1464719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1464720.000000 Penalty: 4473.693359
	Iteration 40F: 3 clusters Score -1464720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Entering Unmasked Estep 
Score: -2398843.250000 Penalty: 2360.948730
	Iteration 0F: 2 clusters Score -2398843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2388910.500000 Penalty: 4721.897461
	Iteration 0F: 3 clusters Score -2388910 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2392022.750000 Penalty: 4721.897461
	Iteration 1F: 3 clusters Score -2392023 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2392380.000000 Penalty: 4721.897461
	Iteration 2F: 3 clusters Score -2392380 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2392693.250000 Penalty: 4721.897461
	Iteration 3F: 3 clusters Score -2392693 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2393003.750000 Penalty: 4721.897461
	Iteration 4Q: 3 clusters Score -2393004 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2393360.000000 Penalty: 4721.897461
	Iteration 5Q: 3 clusters Score -2393360 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2393851.000000 Penalty: 4721.897461
	Iteration 6Q: 3 clusters Score -2393851 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2394351.500000 Penalty: 4721.897461
	Iteration 7Q: 3 clusters Score -2394352 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2394897.750000 Penalty: 4721.897461
	Iteration 8Q: 3 clusters Score -2394898 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2395482.250000 Penalty: 4721.897461
	Iteration 9Q: 3 clusters Score -2395482 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2396095.000000 Penalty: 4721.897461
	Iteration 10Q: 3 clusters Score -2396095 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2396681.000000 Penalty: 4721.897461
	Iteration 11F: 3 clusters Score -2396681 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2397168.250000 Penalty: 4721.897461
	Iteration 12Q: 3 clusters Score -2397168 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2397572.750000 Penalty: 4721.897461
	Iteration 13Q: 3 clusters Score -2397573 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2397822.750000 Penalty: 4721.897461
	Iteration 14Q: 3 clusters Score -2397823 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2397988.750000 Penalty: 4721.897461
	Iteration 15Q: 3 clusters Score -2397989 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2398106.500000 Penalty: 4721.897461
	Iteration 16Q: 3 clusters Score -2398106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2398187.000000 Penalty: 4721.897461
	Iteration 17Q: 3 clusters Score -2398187 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2398224.750000 Penalty: 4721.897461
	Iteration 18Q: 3 clusters Score -2398225 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2398255.750000 Penalty: 4721.897461
	Iteration 19Q: 3 clusters Score -2398256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2398270.250000 Penalty: 4721.897461
	Iteration 20F: 3 clusters Score -2398270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2398286.250000 Penalty: 4721.897461
	Iteration 21Q: 3 clusters Score -2398286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2398306.000000 Penalty: 4721.897461
	Iteration 22Q: 3 clusters Score -2398306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2398316.750000 Penalty: 4721.897461
	Iteration 23Q: 3 clusters Score -2398317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2398334.250000 Penalty: 4721.897461
	Iteration 24Q: 3 clusters Score -2398334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2398346.500000 Penalty: 4721.897461
	Iteration 25Q: 3 clusters Score -2398346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2398359.750000 Penalty: 4721.897461
	Iteration 26Q: 3 clusters Score -2398360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2398374.000000 Penalty: 4721.897461
	Iteration 27Q: 3 clusters Score -2398374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2398385.750000 Penalty: 4721.897461
	Iteration 28Q: 3 clusters Score -2398386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2398392.000000 Penalty: 4721.897461
	Iteration 29Q: 3 clusters Score -2398392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2398396.250000 Penalty: 4721.897461
	Iteration 30Q: 3 clusters Score -2398396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2398411.500000 Penalty: 4721.897461
	Iteration 31Q: 3 clusters Score -2398412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2398414.750000 Penalty: 4721.897461
	Iteration 32Q: 3 clusters Score -2398415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2398430.000000 Penalty: 4721.897461
	Iteration 33Q: 3 clusters Score -2398430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2398428.750000 Penalty: 4721.897461
	Iteration 34Q: 3 clusters Score -2398429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2398433.750000 Penalty: 4721.897461
	Iteration 35Q: 3 clusters Score -2398434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2398436.750000 Penalty: 4721.897461
	Iteration 36Q: 3 clusters Score -2398437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2398438.250000 Penalty: 4721.897461
	Iteration 37Q: 3 clusters Score -2398438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2398444.750000 Penalty: 4721.897461
	Iteration 38Q: 3 clusters Score -2398445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2398446.750000 Penalty: 4721.897461
	Iteration 39Q: 3 clusters Score -2398447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2398452.250000 Penalty: 4721.897461
	Iteration 40F: 3 clusters Score -2398452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2398449.000000 Penalty: 4721.897461
	Iteration 41Q: 3 clusters Score -2398449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2398455.500000 Penalty: 4721.897461
	Iteration 42Q: 3 clusters Score -2398456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2398453.250000 Penalty: 4721.897461
	Iteration 43Q: 3 clusters Score -2398453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2398457.000000 Penalty: 4721.897461
	Iteration 44Q: 3 clusters Score -2398457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2398468.500000 Penalty: 4721.897461
	Iteration 45Q: 3 clusters Score -2398468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2398468.250000 Penalty: 4721.897461
	Iteration 46Q: 3 clusters Score -2398468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2398467.750000 Penalty: 4721.897461
	Iteration 47Q: 3 clusters Score -2398468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2398470.000000 Penalty: 4721.897461
	Iteration 48Q: 3 clusters Score -2398470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2398477.000000 Penalty: 4721.897461
	Iteration 49Q: 3 clusters Score -2398477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2398487.750000 Penalty: 4721.897461
	Iteration 50Q: 3 clusters Score -2398488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2398485.250000 Penalty: 4721.897461
	Iteration 51Q: 3 clusters Score -2398485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2398495.000000 Penalty: 4721.897461
	Iteration 52Q: 3 clusters Score -2398495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2398504.250000 Penalty: 4721.897461
	Iteration 53Q: 3 clusters Score -2398504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2398508.250000 Penalty: 4721.897461
	Iteration 54Q: 3 clusters Score -2398508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2398504.000000 Penalty: 4721.897461
	Iteration 55Q: 3 clusters Score -2398504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2398507.500000 Penalty: 4721.897461
	Iteration 56Q: 3 clusters Score -2398508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2398511.750000 Penalty: 4721.897461
	Iteration 57Q: 3 clusters Score -2398512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2398515.250000 Penalty: 4721.897461
	Iteration 58Q: 3 clusters Score -2398515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2398514.250000 Penalty: 4721.897461
	Iteration 59Q: 3 clusters Score -2398514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2398521.000000 Penalty: 4721.897461
	Iteration 60F: 3 clusters Score -2398521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2398519.500000 Penalty: 4721.897461
	Iteration 61Q: 3 clusters Score -2398520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2398522.500000 Penalty: 4721.897461
	Iteration 62Q: 3 clusters Score -2398522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2398523.750000 Penalty: 4721.897461
	Iteration 63Q: 3 clusters Score -2398524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2398523.750000 Penalty: 4721.897461
	Iteration 64Q: 3 clusters Score -2398524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2398527.250000 Penalty: 4721.897461
	Iteration 65Q: 3 clusters Score -2398527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2398533.500000 Penalty: 4721.897461
	Iteration 66Q: 3 clusters Score -2398534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2398538.000000 Penalty: 4721.897461
	Iteration 67Q: 3 clusters Score -2398538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2398539.250000 Penalty: 4721.897461
	Iteration 68Q: 3 clusters Score -2398539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2398542.750000 Penalty: 4721.897461
	Iteration 69Q: 3 clusters Score -2398543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2398539.500000 Penalty: 4721.897461
	Iteration 70Q: 3 clusters Score -2398540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2398538.750000 Penalty: 4721.897461
	Iteration 71Q: 3 clusters Score -2398539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2398538.500000 Penalty: 4721.897461
	Iteration 72Q: 3 clusters Score -2398538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2398535.750000 Penalty: 4721.897461
	Iteration 73Q: 3 clusters Score -2398536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2398542.250000 Penalty: 4721.897461
	Iteration 74Q: 3 clusters Score -2398542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2398547.750000 Penalty: 4721.897461
	Iteration 75Q: 3 clusters Score -2398548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2398542.750000 Penalty: 4721.897461
	Iteration 76Q: 3 clusters Score -2398543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2398546.000000 Penalty: 4721.897461
	Iteration 77Q: 3 clusters Score -2398546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2398553.750000 Penalty: 4721.897461
	Iteration 78Q: 3 clusters Score -2398554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2398552.750000 Penalty: 4721.897461
	Iteration 79Q: 3 clusters Score -2398553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2398561.750000 Penalty: 4721.897461
	Iteration 80F: 3 clusters Score -2398562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2398556.750000 Penalty: 4721.897461
	Iteration 81Q: 3 clusters Score -2398557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2398556.750000 Penalty: 4721.897461
	Iteration 82F: 3 clusters Score -2398557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -261960.250000 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -261960.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -259569.125000 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -259569.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -260104.781250 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -260104.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -260442.203125 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -260442.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -260786.234375 Penalty: 3684.453369
	Iteration 3F: 3 clusters Score -260786.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -261003.875000 Penalty: 3684.453369
	Iteration 4F: 3 clusters Score -261003.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -261155.609375 Penalty: 3684.453369
	Iteration 5F: 3 clusters Score -261155.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -261311.531250 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -261311.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261476.328125 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -261476.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -261641.656250 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -261641.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -261761.828125 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -261761.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -261854.546875 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -261854.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -261906.265625 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -261906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -261931.437500 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -261931.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -261963.093750 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -261963.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -261989.187500 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -261989.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -262023.093750 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -262023.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -262063.281250 Penalty: 3684.453369
	Iteration 16Q: 3 clusters Score -262063.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -262094.984375 Penalty: 3684.453369
	Iteration 17Q: 3 clusters Score -262095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -262119.078125 Penalty: 3684.453369
	Iteration 18Q: 3 clusters Score -262119.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -262139.875000 Penalty: 3684.453369
	Iteration 19Q: 3 clusters Score -262139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -262148.187500 Penalty: 3684.453369
	Iteration 20F: 3 clusters Score -262148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262155.687500 Penalty: 3684.453369
	Iteration 21Q: 3 clusters Score -262155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -262163.875000 Penalty: 3684.453369
	Iteration 22Q: 3 clusters Score -262163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262169.093750 Penalty: 3684.453369
	Iteration 23Q: 3 clusters Score -262169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -262178.843750 Penalty: 3684.453369
	Iteration 24Q: 3 clusters Score -262178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -262186.125000 Penalty: 3684.453369
	Iteration 25Q: 3 clusters Score -262186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -262188.812500 Penalty: 3684.453369
	Iteration 26Q: 3 clusters Score -262188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -262191.281250 Penalty: 3684.453369
	Iteration 27Q: 3 clusters Score -262191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -262193.281250 Penalty: 3684.453369
	Iteration 28Q: 3 clusters Score -262193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -262194.937500 Penalty: 3684.453369
	Iteration 29Q: 3 clusters Score -262194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -262194.937500 Penalty: 3684.453369
	Iteration 30F: 3 clusters Score -262194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 700 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55116 members 
Mstep: Class 42 contains 983 members 
Entering Unmasked Estep 
Score: -196417472.000000 Penalty: 145101.093750
Splitting cluster 25 changes total score from -196418656.000000 to -196417472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (47686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Entering Unmasked Estep 
Score: -8611571.000000 Penalty: 2671.553467
	Iteration 0F: 2 clusters Score -8611571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -8581200.000000 Penalty: 5343.106934
	Iteration 0F: 3 clusters Score -8581200 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -8593375.000000 Penalty: 5343.106934
	Iteration 1F: 3 clusters Score -8593375 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -8593852.000000 Penalty: 5343.106934
	Iteration 2Q: 3 clusters Score -8593852 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -8594262.000000 Penalty: 5343.106934
	Iteration 3Q: 3 clusters Score -8594262 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -8594696.000000 Penalty: 5343.106934
	Iteration 4Q: 3 clusters Score -8594696 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -8595120.000000 Penalty: 5343.106934
	Iteration 5Q: 3 clusters Score -8595120 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -8595695.000000 Penalty: 5343.106934
	Iteration 6Q: 3 clusters Score -8595695 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -8596667.000000 Penalty: 5343.106934
	Iteration 7Q: 3 clusters Score -8596667 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -8598290.000000 Penalty: 5343.106934
	Iteration 8F: 3 clusters Score -8598290 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -8600759.000000 Penalty: 5343.106934
	Iteration 9F: 3 clusters Score -8600759 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -8603834.000000 Penalty: 5343.106934
	Iteration 10F: 3 clusters Score -8603834 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8606272.000000 Penalty: 5343.106934
	Iteration 11F: 3 clusters Score -8606272 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -8607769.000000 Penalty: 5343.106934
	Iteration 12Q: 3 clusters Score -8607769 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -8608513.000000 Penalty: 5343.106934
	Iteration 13Q: 3 clusters Score -8608513 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8608858.000000 Penalty: 5343.106934
	Iteration 14Q: 3 clusters Score -8608858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -8609023.000000 Penalty: 5343.106934
	Iteration 15Q: 3 clusters Score -8609023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -8609134.000000 Penalty: 5343.106934
	Iteration 16Q: 3 clusters Score -8609134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -8609169.000000 Penalty: 5343.106934
	Iteration 17Q: 3 clusters Score -8609169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -8609211.000000 Penalty: 5343.106934
	Iteration 18Q: 3 clusters Score -8609211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -8609232.000000 Penalty: 5343.106934
	Iteration 19Q: 3 clusters Score -8609232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -8609247.000000 Penalty: 5343.106934
	Iteration 20F: 3 clusters Score -8609247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -8609256.000000 Penalty: 5343.106934
	Iteration 21Q: 3 clusters Score -8609256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -8609267.000000 Penalty: 5343.106934
	Iteration 22Q: 3 clusters Score -8609267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -8609282.000000 Penalty: 5343.106934
	Iteration 23Q: 3 clusters Score -8609282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -8609288.000000 Penalty: 5343.106934
	Iteration 24Q: 3 clusters Score -8609288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -8609288.000000 Penalty: 5343.106934
	Iteration 25F: 3 clusters Score -8609288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Entering Unmasked Estep 
Score: -8193471.000000 Penalty: 2658.883545
	Iteration 0F: 2 clusters Score -8193471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -8163657.000000 Penalty: 5317.767090
	Iteration 0F: 3 clusters Score -8163657 nChanged 20829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -8175104.000000 Penalty: 5317.767090
	Iteration 1F: 3 clusters Score -8175104 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -8175578.500000 Penalty: 5317.767090
	Iteration 2Q: 3 clusters Score -8175578 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -8175967.000000 Penalty: 5317.767090
	Iteration 3Q: 3 clusters Score -8175967 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -8176387.500000 Penalty: 5317.767090
	Iteration 4Q: 3 clusters Score -8176388 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -8176802.000000 Penalty: 5317.767090
	Iteration 5Q: 3 clusters Score -8176802 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -8177319.000000 Penalty: 5317.767090
	Iteration 6Q: 3 clusters Score -8177319 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -8177939.500000 Penalty: 5317.767090
	Iteration 7Q: 3 clusters Score -8177940 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -8178923.000000 Penalty: 5317.767090
	Iteration 8Q: 3 clusters Score -8178923 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -8180342.000000 Penalty: 5317.767090
	Iteration 9F: 3 clusters Score -8180342 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -8182390.000000 Penalty: 5317.767090
	Iteration 10F: 3 clusters Score -8182390 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -8184752.500000 Penalty: 5317.767090
	Iteration 11F: 3 clusters Score -8184752 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8186855.500000 Penalty: 5317.767090
	Iteration 12F: 3 clusters Score -8186856 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -8188471.500000 Penalty: 5317.767090
	Iteration 13Q: 3 clusters Score -8188472 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8189487.000000 Penalty: 5317.767090
	Iteration 14Q: 3 clusters Score -8189487 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8190097.500000 Penalty: 5317.767090
	Iteration 15Q: 3 clusters Score -8190098 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8190461.000000 Penalty: 5317.767090
	Iteration 16Q: 3 clusters Score -8190461 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8190682.500000 Penalty: 5317.767090
	Iteration 17Q: 3 clusters Score -8190682 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8190824.000000 Penalty: 5317.767090
	Iteration 18Q: 3 clusters Score -8190824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8190938.500000 Penalty: 5317.767090
	Iteration 19Q: 3 clusters Score -8190938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8190992.500000 Penalty: 5317.767090
	Iteration 20F: 3 clusters Score -8190992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8191039.500000 Penalty: 5317.767090
	Iteration 21Q: 3 clusters Score -8191040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8191078.500000 Penalty: 5317.767090
	Iteration 22Q: 3 clusters Score -8191078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8191095.500000 Penalty: 5317.767090
	Iteration 23Q: 3 clusters Score -8191096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8191106.500000 Penalty: 5317.767090
	Iteration 24Q: 3 clusters Score -8191106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8191138.500000 Penalty: 5317.767090
	Iteration 25Q: 3 clusters Score -8191138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8191147.000000 Penalty: 5317.767090
	Iteration 26Q: 3 clusters Score -8191147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8191146.500000 Penalty: 5317.767090
	Iteration 27Q: 3 clusters Score -8191146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8191152.000000 Penalty: 5317.767090
	Iteration 28Q: 3 clusters Score -8191152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8191169.500000 Penalty: 5317.767090
	Iteration 29Q: 3 clusters Score -8191170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8191171.000000 Penalty: 5317.767090
	Iteration 30Q: 3 clusters Score -8191171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8191180.000000 Penalty: 5317.767090
	Iteration 31Q: 3 clusters Score -8191180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8191197.000000 Penalty: 5317.767090
	Iteration 32Q: 3 clusters Score -8191197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8191189.500000 Penalty: 5317.767090
	Iteration 33Q: 3 clusters Score -8191190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8191185.500000 Penalty: 5317.767090
	Iteration 34Q: 3 clusters Score -8191186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8191188.000000 Penalty: 5317.767090
	Iteration 35Q: 3 clusters Score -8191188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8191189.000000 Penalty: 5317.767090
	Iteration 36Q: 3 clusters Score -8191189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8191189.000000 Penalty: 5317.767090
	Iteration 37F: 3 clusters Score -8191189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1854834.500000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -1854834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1846875.750000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -1846876 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1849216.375000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -1849216 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1849545.875000 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -1849546 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1849809.750000 Penalty: 4589.591309
	Iteration 3F: 3 clusters Score -1849810 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1850052.125000 Penalty: 4589.591309
	Iteration 4Q: 3 clusters Score -1850052 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1850293.750000 Penalty: 4589.591309
	Iteration 5Q: 3 clusters Score -1850294 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1850554.875000 Penalty: 4589.591309
	Iteration 6Q: 3 clusters Score -1850555 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1850831.000000 Penalty: 4589.591309
	Iteration 7Q: 3 clusters Score -1850831 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1851141.125000 Penalty: 4589.591309
	Iteration 8Q: 3 clusters Score -1851141 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1851459.000000 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -1851459 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1851740.125000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -1851740 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1852010.125000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -1852010 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1852260.500000 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -1852260 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1852518.250000 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -1852518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1852754.750000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -1852755 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1852944.125000 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -1852944 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1853069.125000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -1853069 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1853119.875000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -1853120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1853135.875000 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -1853136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1853154.625000 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -1853155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1853163.750000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -1853164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1853173.750000 Penalty: 4589.591309
	Iteration 21Q: 3 clusters Score -1853174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1853185.500000 Penalty: 4589.591309
	Iteration 22Q: 3 clusters Score -1853186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1853191.375000 Penalty: 4589.591309
	Iteration 23Q: 3 clusters Score -1853191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1853191.000000 Penalty: 4589.591309
	Iteration 24Q: 3 clusters Score -1853191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1853193.000000 Penalty: 4589.591309
	Iteration 25Q: 3 clusters Score -1853193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1853192.625000 Penalty: 4589.591309
	Iteration 26Q: 3 clusters Score -1853193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1853193.750000 Penalty: 4589.591309
	Iteration 27Q: 3 clusters Score -1853194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1853194.250000 Penalty: 4589.591309
	Iteration 28Q: 3 clusters Score -1853194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1853194.375000 Penalty: 4589.591309
	Iteration 29Q: 3 clusters Score -1853194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1853194.375000 Penalty: 4589.591309
	Iteration 30F: 3 clusters Score -1853194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -104731.750000 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -104731.8 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 390 members 
Entering Unmasked Estep 
Score: -103103.593750 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -103103.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103583.898438 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -103583.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103763.367188 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -103763.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103887.273438 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -103887.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103963.734375 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -103963.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104074.640625 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -104074.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104197.304688 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -104197.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104303.375000 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -104303.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104376.281250 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -104376.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104454.328125 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -104454.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104533.218750 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -104533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104608.343750 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -104608.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104652.656250 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -104652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104666.843750 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -104666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104672.750000 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -104672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104674.281250 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -104674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104676.585938 Penalty: 3314.325684
	Iteration 16Q: 3 clusters Score -104676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104677.984375 Penalty: 3314.325684
	Iteration 17Q: 3 clusters Score -104678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104682.593750 Penalty: 3314.325684
	Iteration 18F: 3 clusters Score -104682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104694.140625 Penalty: 3314.325684
	Iteration 19Q: 3 clusters Score -104694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104733.562500 Penalty: 3314.325684
	Iteration 20F: 3 clusters Score -104733.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104799.351562 Penalty: 3314.325684
	Iteration 21Q: 3 clusters Score -104799.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -104876.515625 Penalty: 3314.325684
	Iteration 22Q: 3 clusters Score -104876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104905.375000 Penalty: 3314.325684
	Iteration 23Q: 3 clusters Score -104905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104921.703125 Penalty: 3314.325684
	Iteration 24Q: 3 clusters Score -104921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104926.226562 Penalty: 3314.325684
	Iteration 25Q: 3 clusters Score -104926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104938.015625 Penalty: 3314.325684
	Iteration 26Q: 3 clusters Score -104938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104939.671875 Penalty: 3314.325684
	Iteration 27Q: 3 clusters Score -104939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104939.671875 Penalty: 3314.325684
	Iteration 28F: 3 clusters Score -104939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55116 members 
Mstep: Class 42 contains 489 members 
Entering Unmasked Estep 
Score: -196417216.000000 Penalty: 145101.093750
Splitting cluster 29 changes total score from -196418656.000000 to -196417216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -260860.609375 Penalty: 1822.928101
	Iteration 0F: 2 clusters Score -260860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -258548.406250 Penalty: 3645.856201
	Iteration 0F: 3 clusters Score -258548.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -259038.203125 Penalty: 3645.856201
	Iteration 1F: 3 clusters Score -259038.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -259280.093750 Penalty: 3645.856201
	Iteration 2F: 3 clusters Score -259280.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -259509.062500 Penalty: 3645.856201
	Iteration 3F: 3 clusters Score -259509.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -259730.843750 Penalty: 3645.856201
	Iteration 4F: 3 clusters Score -259730.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -260141.062500 Penalty: 3645.856201
	Iteration 5F: 3 clusters Score -260141.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -260824.640625 Penalty: 3645.856201
	Iteration 6F: 3 clusters Score -260824.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -261146.750000 Penalty: 3645.856201
	Iteration 7F: 3 clusters Score -261146.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -261254.000000 Penalty: 3645.856201
	Iteration 8Q: 3 clusters Score -261254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261313.687500 Penalty: 3645.856201
	Iteration 9Q: 3 clusters Score -261313.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -261377.437500 Penalty: 3645.856201
	Iteration 10Q: 3 clusters Score -261377.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -261416.187500 Penalty: 3645.856201
	Iteration 11Q: 3 clusters Score -261416.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -261441.093750 Penalty: 3645.856201
	Iteration 12Q: 3 clusters Score -261441.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261472.984375 Penalty: 3645.856201
	Iteration 13Q: 3 clusters Score -261473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -261492.546875 Penalty: 3645.856201
	Iteration 14Q: 3 clusters Score -261492.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -261516.250000 Penalty: 3645.856201
	Iteration 15Q: 3 clusters Score -261516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -261533.796875 Penalty: 3645.856201
	Iteration 16Q: 3 clusters Score -261533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -261541.328125 Penalty: 3645.856201
	Iteration 17Q: 3 clusters Score -261541.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -261547.390625 Penalty: 3645.856201
	Iteration 18Q: 3 clusters Score -261547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -261549.796875 Penalty: 3645.856201
	Iteration 19Q: 3 clusters Score -261549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -261553.328125 Penalty: 3645.856201
	Iteration 20F: 3 clusters Score -261553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -261555.703125 Penalty: 3645.856201
	Iteration 21Q: 3 clusters Score -261555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -261559.046875 Penalty: 3645.856201
	Iteration 22Q: 3 clusters Score -261559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -261562.421875 Penalty: 3645.856201
	Iteration 23Q: 3 clusters Score -261562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -261564.046875 Penalty: 3645.856201
	Iteration 24Q: 3 clusters Score -261564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -261564.046875 Penalty: 3645.856201
	Iteration 25F: 3 clusters Score -261564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55116 members 
Mstep: Class 42 contains 792 members 
Entering Unmasked Estep 
Score: -196418096.000000 Penalty: 145101.093750
Splitting cluster 30 changes total score from -196418656.000000 to -196418096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (42321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Entering Unmasked Estep 
Score: -7532165.000000 Penalty: 2641.953613
	Iteration 0F: 2 clusters Score -7532165 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 21092 members 
Entering Unmasked Estep 
Score: -7503813.000000 Penalty: 5283.907227
	Iteration 0F: 3 clusters Score -7503813 nChanged 19472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -7514735.000000 Penalty: 5283.907227
	Iteration 1F: 3 clusters Score -7514735 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -7515364.500000 Penalty: 5283.907227
	Iteration 2Q: 3 clusters Score -7515364 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -7515890.000000 Penalty: 5283.907227
	Iteration 3Q: 3 clusters Score -7515890 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -7516585.000000 Penalty: 5283.907227
	Iteration 4Q: 3 clusters Score -7516585 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -7517338.500000 Penalty: 5283.907227
	Iteration 5Q: 3 clusters Score -7517338 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -7518450.500000 Penalty: 5283.907227
	Iteration 6F: 3 clusters Score -7518450 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -7520095.500000 Penalty: 5283.907227
	Iteration 7F: 3 clusters Score -7520096 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -7522393.500000 Penalty: 5283.907227
	Iteration 8F: 3 clusters Score -7522394 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -7524975.000000 Penalty: 5283.907227
	Iteration 9F: 3 clusters Score -7524975 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7527213.500000 Penalty: 5283.907227
	Iteration 10F: 3 clusters Score -7527214 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7528758.500000 Penalty: 5283.907227
	Iteration 11Q: 3 clusters Score -7528758 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7529534.000000 Penalty: 5283.907227
	Iteration 12Q: 3 clusters Score -7529534 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7529925.000000 Penalty: 5283.907227
	Iteration 13Q: 3 clusters Score -7529925 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7530155.000000 Penalty: 5283.907227
	Iteration 14Q: 3 clusters Score -7530155 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7530302.500000 Penalty: 5283.907227
	Iteration 15Q: 3 clusters Score -7530302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7530414.000000 Penalty: 5283.907227
	Iteration 16Q: 3 clusters Score -7530414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7530474.500000 Penalty: 5283.907227
	Iteration 17Q: 3 clusters Score -7530474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7530511.000000 Penalty: 5283.907227
	Iteration 18Q: 3 clusters Score -7530511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7530542.000000 Penalty: 5283.907227
	Iteration 19Q: 3 clusters Score -7530542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7530562.000000 Penalty: 5283.907227
	Iteration 20F: 3 clusters Score -7530562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7530562.500000 Penalty: 5283.907227
	Iteration 21Q: 3 clusters Score -7530562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7530562.500000 Penalty: 5283.907227
	Iteration 22Q: 3 clusters Score -7530562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7530575.500000 Penalty: 5283.907227
	Iteration 23Q: 3 clusters Score -7530576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7530585.500000 Penalty: 5283.907227
	Iteration 24Q: 3 clusters Score -7530586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7530577.000000 Penalty: 5283.907227
	Iteration 25Q: 3 clusters Score -7530577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7530591.500000 Penalty: 5283.907227
	Iteration 26Q: 3 clusters Score -7530592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7530581.500000 Penalty: 5283.907227
	Iteration 27Q: 3 clusters Score -7530582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7530585.500000 Penalty: 5283.907227
	Iteration 28Q: 3 clusters Score -7530586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7530592.000000 Penalty: 5283.907227
	Iteration 29Q: 3 clusters Score -7530592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7530595.000000 Penalty: 5283.907227
	Iteration 30Q: 3 clusters Score -7530595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7530593.500000 Penalty: 5283.907227
	Iteration 31Q: 3 clusters Score -7530594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7530599.000000 Penalty: 5283.907227
	Iteration 32Q: 3 clusters Score -7530599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7530599.000000 Penalty: 5283.907227
	Iteration 33F: 3 clusters Score -7530599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Entering Unmasked Estep 
Score: -8615458.000000 Penalty: 2675.659180
	Iteration 0F: 2 clusters Score -8615458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8584936.000000 Penalty: 5351.318359
	Iteration 0F: 3 clusters Score -8584936 nChanged 22219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8597073.000000 Penalty: 5351.318359
	Iteration 1F: 3 clusters Score -8597073 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -8597602.000000 Penalty: 5351.318359
	Iteration 2Q: 3 clusters Score -8597602 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -8598208.000000 Penalty: 5351.318359
	Iteration 3Q: 3 clusters Score -8598208 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -8598981.000000 Penalty: 5351.318359
	Iteration 4Q: 3 clusters Score -8598981 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -8600081.000000 Penalty: 5351.318359
	Iteration 5F: 3 clusters Score -8600081 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -8601879.000000 Penalty: 5351.318359
	Iteration 6F: 3 clusters Score -8601879 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -8604369.000000 Penalty: 5351.318359
	Iteration 7F: 3 clusters Score -8604369 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -8607500.000000 Penalty: 5351.318359
	Iteration 8F: 3 clusters Score -8607500 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8610107.000000 Penalty: 5351.318359
	Iteration 9F: 3 clusters Score -8610107 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8611610.000000 Penalty: 5351.318359
	Iteration 10Q: 3 clusters Score -8611610 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8612393.000000 Penalty: 5351.318359
	Iteration 11Q: 3 clusters Score -8612393 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -8612777.000000 Penalty: 5351.318359
	Iteration 12Q: 3 clusters Score -8612777 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -8613024.000000 Penalty: 5351.318359
	Iteration 13Q: 3 clusters Score -8613024 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -8613140.000000 Penalty: 5351.318359
	Iteration 14Q: 3 clusters Score -8613140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -8613226.000000 Penalty: 5351.318359
	Iteration 15Q: 3 clusters Score -8613226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -8613286.000000 Penalty: 5351.318359
	Iteration 16Q: 3 clusters Score -8613286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -8613318.000000 Penalty: 5351.318359
	Iteration 17Q: 3 clusters Score -8613318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -8613352.000000 Penalty: 5351.318359
	Iteration 18Q: 3 clusters Score -8613352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -8613370.000000 Penalty: 5351.318359
	Iteration 19Q: 3 clusters Score -8613370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -8613370.000000 Penalty: 5351.318359
	Iteration 20F: 3 clusters Score -8613370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -8613378.000000 Penalty: 5351.318359
	Iteration 21Q: 3 clusters Score -8613378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8613369.000000 Penalty: 5351.318359
	Iteration 22Q: 3 clusters Score -8613369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8613372.000000 Penalty: 5351.318359
	Iteration 23Q: 3 clusters Score -8613372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -8613369.000000 Penalty: 5351.318359
	Iteration 24Q: 3 clusters Score -8613369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -8613368.000000 Penalty: 5351.318359
	Iteration 25Q: 3 clusters Score -8613368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -8613371.000000 Penalty: 5351.318359
	Iteration 26Q: 3 clusters Score -8613371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -8613371.000000 Penalty: 5351.318359
	Iteration 27F: 3 clusters Score -8613371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (70584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Entering Unmasked Estep 
Score: -12421256.000000 Penalty: 2768.810547
	Iteration 0F: 2 clusters Score -1.242126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -12379267.000000 Penalty: 5537.621094
	Iteration 0F: 3 clusters Score -1.237927e+07 nChanged 32714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -12397529.000000 Penalty: 5537.621094
	Iteration 1F: 3 clusters Score -1.239753e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -12398056.000000 Penalty: 5537.621094
	Iteration 2Q: 3 clusters Score -1.239806e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -12398793.000000 Penalty: 5537.621094
	Iteration 3Q: 3 clusters Score -1.239879e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -12399871.000000 Penalty: 5537.621094
	Iteration 4Q: 3 clusters Score -1.239987e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -12401456.000000 Penalty: 5537.621094
	Iteration 5F: 3 clusters Score -1.240146e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -12403804.000000 Penalty: 5537.621094
	Iteration 6F: 3 clusters Score -1.24038e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -12406630.000000 Penalty: 5537.621094
	Iteration 7F: 3 clusters Score -1.240663e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -12409774.000000 Penalty: 5537.621094
	Iteration 8F: 3 clusters Score -1.240977e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -12412906.000000 Penalty: 5537.621094
	Iteration 9F: 3 clusters Score -1.241291e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -12415474.000000 Penalty: 5537.621094
	Iteration 10Q: 3 clusters Score -1.241547e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -12417014.000000 Penalty: 5537.621094
	Iteration 11Q: 3 clusters Score -1.241701e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -12417783.000000 Penalty: 5537.621094
	Iteration 12Q: 3 clusters Score -1.241778e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -12418192.000000 Penalty: 5537.621094
	Iteration 13Q: 3 clusters Score -1.241819e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -12418405.000000 Penalty: 5537.621094
	Iteration 14Q: 3 clusters Score -1.24184e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -12418494.000000 Penalty: 5537.621094
	Iteration 15Q: 3 clusters Score -1.241849e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -12418549.000000 Penalty: 5537.621094
	Iteration 16Q: 3 clusters Score -1.241855e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -12418609.000000 Penalty: 5537.621094
	Iteration 17Q: 3 clusters Score -1.241861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -12418629.000000 Penalty: 5537.621094
	Iteration 18Q: 3 clusters Score -1.241863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -12418669.000000 Penalty: 5537.621094
	Iteration 19Q: 3 clusters Score -1.241867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -12418691.000000 Penalty: 5537.621094
	Iteration 20F: 3 clusters Score -1.241869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -12418714.000000 Penalty: 5537.621094
	Iteration 21Q: 3 clusters Score -1.241871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -12418723.000000 Penalty: 5537.621094
	Iteration 22Q: 3 clusters Score -1.241872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -12418723.000000 Penalty: 5537.621094
	Iteration 23Q: 3 clusters Score -1.241872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -12418720.000000 Penalty: 5537.621094
	Iteration 24Q: 3 clusters Score -1.241872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -12418750.000000 Penalty: 5537.621094
	Iteration 25Q: 3 clusters Score -1.241875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -12418744.000000 Penalty: 5537.621094
	Iteration 26Q: 3 clusters Score -1.241874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -12418748.000000 Penalty: 5537.621094
	Iteration 27Q: 3 clusters Score -1.241875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -12418741.000000 Penalty: 5537.621094
	Iteration 28Q: 3 clusters Score -1.241874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -12418739.000000 Penalty: 5537.621094
	Iteration 29Q: 3 clusters Score -1.241874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -12418739.000000 Penalty: 5537.621094
	Iteration 30F: 3 clusters Score -1.241874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (46243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Entering Unmasked Estep 
Score: -8330699.000000 Penalty: 2663.932861
	Iteration 0F: 2 clusters Score -8330699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8301295.500000 Penalty: 5327.865723
	Iteration 0F: 3 clusters Score -8301296 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -8313232.000000 Penalty: 5327.865723
	Iteration 1F: 3 clusters Score -8313232 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -8313823.000000 Penalty: 5327.865723
	Iteration 2Q: 3 clusters Score -8313823 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8314345.000000 Penalty: 5327.865723
	Iteration 3Q: 3 clusters Score -8314345 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -8314746.000000 Penalty: 5327.865723
	Iteration 4Q: 3 clusters Score -8314746 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -8315112.500000 Penalty: 5327.865723
	Iteration 5Q: 3 clusters Score -8315112 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -8315627.500000 Penalty: 5327.865723
	Iteration 6Q: 3 clusters Score -8315628 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -8316196.000000 Penalty: 5327.865723
	Iteration 7Q: 3 clusters Score -8316196 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -8316956.000000 Penalty: 5327.865723
	Iteration 8Q: 3 clusters Score -8316956 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -8318106.000000 Penalty: 5327.865723
	Iteration 9Q: 3 clusters Score -8318106 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -8319713.000000 Penalty: 5327.865723
	Iteration 10F: 3 clusters Score -8319713 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -8321955.000000 Penalty: 5327.865723
	Iteration 11F: 3 clusters Score -8321955 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8324353.000000 Penalty: 5327.865723
	Iteration 12F: 3 clusters Score -8324353 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8326251.500000 Penalty: 5327.865723
	Iteration 13Q: 3 clusters Score -8326252 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -8327476.500000 Penalty: 5327.865723
	Iteration 14Q: 3 clusters Score -8327476 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -8328191.000000 Penalty: 5327.865723
	Iteration 15Q: 3 clusters Score -8328191 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8328599.500000 Penalty: 5327.865723
	Iteration 16Q: 3 clusters Score -8328600 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8328828.000000 Penalty: 5327.865723
	Iteration 17Q: 3 clusters Score -8328828 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8328983.500000 Penalty: 5327.865723
	Iteration 18Q: 3 clusters Score -8328984 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8329036.000000 Penalty: 5327.865723
	Iteration 19Q: 3 clusters Score -8329036 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8329074.500000 Penalty: 5327.865723
	Iteration 20F: 3 clusters Score -8329074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8329124.000000 Penalty: 5327.865723
	Iteration 21Q: 3 clusters Score -8329124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -8329141.000000 Penalty: 5327.865723
	Iteration 22Q: 3 clusters Score -8329141 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8329142.000000 Penalty: 5327.865723
	Iteration 23Q: 3 clusters Score -8329142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8329133.000000 Penalty: 5327.865723
	Iteration 24Q: 3 clusters Score -8329133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8329123.000000 Penalty: 5327.865723
	Iteration 25Q: 3 clusters Score -8329123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -8329127.500000 Penalty: 5327.865723
	Iteration 26Q: 3 clusters Score -8329128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8329125.500000 Penalty: 5327.865723
	Iteration 27Q: 3 clusters Score -8329126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8329124.000000 Penalty: 5327.865723
	Iteration 28Q: 3 clusters Score -8329124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8329115.000000 Penalty: 5327.865723
	Iteration 29Q: 3 clusters Score -8329115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8329116.000000 Penalty: 5327.865723
	Iteration 30Q: 3 clusters Score -8329116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8329117.500000 Penalty: 5327.865723
	Iteration 31Q: 3 clusters Score -8329118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -8329129.500000 Penalty: 5327.865723
	Iteration 32Q: 3 clusters Score -8329130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8329128.500000 Penalty: 5327.865723
	Iteration 33Q: 3 clusters Score -8329128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8329130.000000 Penalty: 5327.865723
	Iteration 34Q: 3 clusters Score -8329130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8329132.500000 Penalty: 5327.865723
	Iteration 35Q: 3 clusters Score -8329132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8329130.000000 Penalty: 5327.865723
	Iteration 36Q: 3 clusters Score -8329130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8329122.500000 Penalty: 5327.865723
	Iteration 37Q: 3 clusters Score -8329122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8329122.500000 Penalty: 5327.865723
	Iteration 38F: 3 clusters Score -8329122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Entering Unmasked Estep 
Score: -7328857.000000 Penalty: 2632.858154
	Iteration 0F: 2 clusters Score -7328857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7301691.000000 Penalty: 5265.716309
	Iteration 0F: 3 clusters Score -7301691 nChanged 18560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -7311867.000000 Penalty: 5265.716309
	Iteration 1F: 3 clusters Score -7311867 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7312649.000000 Penalty: 5265.716309
	Iteration 2Q: 3 clusters Score -7312649 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -7313545.000000 Penalty: 5265.716309
	Iteration 3Q: 3 clusters Score -7313545 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -7314862.500000 Penalty: 5265.716309
	Iteration 4F: 3 clusters Score -7314862 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -7316416.500000 Penalty: 5265.716309
	Iteration 5F: 3 clusters Score -7316416 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -7318300.500000 Penalty: 5265.716309
	Iteration 6F: 3 clusters Score -7318300 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -7320422.500000 Penalty: 5265.716309
	Iteration 7F: 3 clusters Score -7320422 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -7322496.000000 Penalty: 5265.716309
	Iteration 8F: 3 clusters Score -7322496 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -7323965.500000 Penalty: 5265.716309
	Iteration 9Q: 3 clusters Score -7323966 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7324726.500000 Penalty: 5265.716309
	Iteration 10Q: 3 clusters Score -7324726 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -7325097.000000 Penalty: 5265.716309
	Iteration 11Q: 3 clusters Score -7325097 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -7325333.500000 Penalty: 5265.716309
	Iteration 12Q: 3 clusters Score -7325334 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -7325481.500000 Penalty: 5265.716309
	Iteration 13Q: 3 clusters Score -7325482 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -7325622.000000 Penalty: 5265.716309
	Iteration 14Q: 3 clusters Score -7325622 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -7325758.000000 Penalty: 5265.716309
	Iteration 15Q: 3 clusters Score -7325758 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -7325904.500000 Penalty: 5265.716309
	Iteration 16Q: 3 clusters Score -7325904 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -7326030.500000 Penalty: 5265.716309
	Iteration 17Q: 3 clusters Score -7326030 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -7326076.500000 Penalty: 5265.716309
	Iteration 18Q: 3 clusters Score -7326076 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -7326167.500000 Penalty: 5265.716309
	Iteration 19Q: 3 clusters Score -7326168 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -7326255.500000 Penalty: 5265.716309
	Iteration 20F: 3 clusters Score -7326256 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -7326341.500000 Penalty: 5265.716309
	Iteration 21Q: 3 clusters Score -7326342 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7326405.500000 Penalty: 5265.716309
	Iteration 22Q: 3 clusters Score -7326406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -7326458.500000 Penalty: 5265.716309
	Iteration 23Q: 3 clusters Score -7326458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -7326480.500000 Penalty: 5265.716309
	Iteration 24Q: 3 clusters Score -7326480 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -7326519.500000 Penalty: 5265.716309
	Iteration 25Q: 3 clusters Score -7326520 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7326548.000000 Penalty: 5265.716309
	Iteration 26Q: 3 clusters Score -7326548 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7326576.500000 Penalty: 5265.716309
	Iteration 27Q: 3 clusters Score -7326576 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -7326612.500000 Penalty: 5265.716309
	Iteration 28Q: 3 clusters Score -7326612 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -7326658.000000 Penalty: 5265.716309
	Iteration 29Q: 3 clusters Score -7326658 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -7326665.000000 Penalty: 5265.716309
	Iteration 30Q: 3 clusters Score -7326665 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -7326707.000000 Penalty: 5265.716309
	Iteration 31Q: 3 clusters Score -7326707 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -7326722.000000 Penalty: 5265.716309
	Iteration 32Q: 3 clusters Score -7326722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -7326758.500000 Penalty: 5265.716309
	Iteration 33Q: 3 clusters Score -7326758 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -7326790.500000 Penalty: 5265.716309
	Iteration 34Q: 3 clusters Score -7326790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -7326818.000000 Penalty: 5265.716309
	Iteration 35Q: 3 clusters Score -7326818 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -7326830.500000 Penalty: 5265.716309
	Iteration 36Q: 3 clusters Score -7326830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -7326851.500000 Penalty: 5265.716309
	Iteration 37Q: 3 clusters Score -7326852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -7326871.000000 Penalty: 5265.716309
	Iteration 38Q: 3 clusters Score -7326871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -7326880.500000 Penalty: 5265.716309
	Iteration 39Q: 3 clusters Score -7326880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7326884.000000 Penalty: 5265.716309
	Iteration 40F: 3 clusters Score -7326884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -7326896.500000 Penalty: 5265.716309
	Iteration 41Q: 3 clusters Score -7326896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -7326920.000000 Penalty: 5265.716309
	Iteration 42Q: 3 clusters Score -7326920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -7326924.500000 Penalty: 5265.716309
	Iteration 43Q: 3 clusters Score -7326924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -7326924.000000 Penalty: 5265.716309
	Iteration 44Q: 3 clusters Score -7326924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -7326919.000000 Penalty: 5265.716309
	Iteration 45Q: 3 clusters Score -7326919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -7326923.000000 Penalty: 5265.716309
	Iteration 46Q: 3 clusters Score -7326923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -7326925.000000 Penalty: 5265.716309
	Iteration 47Q: 3 clusters Score -7326925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -7326923.500000 Penalty: 5265.716309
	Iteration 48Q: 3 clusters Score -7326924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -7326928.500000 Penalty: 5265.716309
	Iteration 49Q: 3 clusters Score -7326928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -7326943.000000 Penalty: 5265.716309
	Iteration 50Q: 3 clusters Score -7326943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -7326968.000000 Penalty: 5265.716309
	Iteration 51Q: 3 clusters Score -7326968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -7326977.500000 Penalty: 5265.716309
	Iteration 52Q: 3 clusters Score -7326978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7326982.500000 Penalty: 5265.716309
	Iteration 53Q: 3 clusters Score -7326982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -7326981.000000 Penalty: 5265.716309
	Iteration 54Q: 3 clusters Score -7326981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -7326990.000000 Penalty: 5265.716309
	Iteration 55Q: 3 clusters Score -7326990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7326979.000000 Penalty: 5265.716309
	Iteration 56Q: 3 clusters Score -7326979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -7326979.500000 Penalty: 5265.716309
	Iteration 57Q: 3 clusters Score -7326980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -7326995.500000 Penalty: 5265.716309
	Iteration 58Q: 3 clusters Score -7326996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7327005.500000 Penalty: 5265.716309
	Iteration 59Q: 3 clusters Score -7327006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7327007.000000 Penalty: 5265.716309
	Iteration 60F: 3 clusters Score -7327007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -7327009.500000 Penalty: 5265.716309
	Iteration 61Q: 3 clusters Score -7327010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -7327026.500000 Penalty: 5265.716309
	Iteration 62Q: 3 clusters Score -7327026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -7327016.000000 Penalty: 5265.716309
	Iteration 63Q: 3 clusters Score -7327016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -7327029.000000 Penalty: 5265.716309
	Iteration 64Q: 3 clusters Score -7327029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7327038.500000 Penalty: 5265.716309
	Iteration 65Q: 3 clusters Score -7327038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -7327036.500000 Penalty: 5265.716309
	Iteration 66Q: 3 clusters Score -7327036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -7327038.000000 Penalty: 5265.716309
	Iteration 67Q: 3 clusters Score -7327038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7327037.500000 Penalty: 5265.716309
	Iteration 68Q: 3 clusters Score -7327038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -7327037.500000 Penalty: 5265.716309
	Iteration 69Q: 3 clusters Score -7327038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7327027.000000 Penalty: 5265.716309
	Iteration 70Q: 3 clusters Score -7327027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -7327021.500000 Penalty: 5265.716309
	Iteration 71Q: 3 clusters Score -7327022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -7327034.500000 Penalty: 5265.716309
	Iteration 72Q: 3 clusters Score -7327034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7327028.000000 Penalty: 5265.716309
	Iteration 73Q: 3 clusters Score -7327028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -7327035.500000 Penalty: 5265.716309
	Iteration 74Q: 3 clusters Score -7327036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -7327043.000000 Penalty: 5265.716309
	Iteration 75Q: 3 clusters Score -7327043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -7327039.000000 Penalty: 5265.716309
	Iteration 76Q: 3 clusters Score -7327039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -7327044.500000 Penalty: 5265.716309
	Iteration 77Q: 3 clusters Score -7327044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7327046.500000 Penalty: 5265.716309
	Iteration 78Q: 3 clusters Score -7327046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -7327062.000000 Penalty: 5265.716309
	Iteration 79Q: 3 clusters Score -7327062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7327067.500000 Penalty: 5265.716309
	Iteration 80F: 3 clusters Score -7327068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7327056.500000 Penalty: 5265.716309
	Iteration 81Q: 3 clusters Score -7327056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7327062.500000 Penalty: 5265.716309
	Iteration 82Q: 3 clusters Score -7327062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -7327056.000000 Penalty: 5265.716309
	Iteration 83Q: 3 clusters Score -7327056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7327061.000000 Penalty: 5265.716309
	Iteration 84Q: 3 clusters Score -7327061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7327066.000000 Penalty: 5265.716309
	Iteration 85Q: 3 clusters Score -7327066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7327071.500000 Penalty: 5265.716309
	Iteration 86Q: 3 clusters Score -7327072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7327064.500000 Penalty: 5265.716309
	Iteration 87Q: 3 clusters Score -7327064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -7327063.000000 Penalty: 5265.716309
	Iteration 88Q: 3 clusters Score -7327063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7327067.000000 Penalty: 5265.716309
	Iteration 89Q: 3 clusters Score -7327067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -7327069.000000 Penalty: 5265.716309
	Iteration 90Q: 3 clusters Score -7327069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7327066.000000 Penalty: 5265.716309
	Iteration 91Q: 3 clusters Score -7327066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -7327061.500000 Penalty: 5265.716309
	Iteration 92Q: 3 clusters Score -7327062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -7327069.500000 Penalty: 5265.716309
	Iteration 93Q: 3 clusters Score -7327070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7327068.000000 Penalty: 5265.716309
	Iteration 94Q: 3 clusters Score -7327068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -7327069.000000 Penalty: 5265.716309
	Iteration 95Q: 3 clusters Score -7327069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -7327069.000000 Penalty: 5265.716309
	Iteration 96F: 3 clusters Score -7327069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -2589104.250000 Penalty: 2372.867676
	Iteration 0F: 2 clusters Score -2589104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2578712.500000 Penalty: 4745.735352
	Iteration 0F: 3 clusters Score -2578712 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2581889.250000 Penalty: 4745.735352
	Iteration 1F: 3 clusters Score -2581889 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2582241.000000 Penalty: 4745.735352
	Iteration 2F: 3 clusters Score -2582241 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2582471.500000 Penalty: 4745.735352
	Iteration 3Q: 3 clusters Score -2582472 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2582636.000000 Penalty: 4745.735352
	Iteration 4Q: 3 clusters Score -2582636 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2582767.250000 Penalty: 4745.735352
	Iteration 5Q: 3 clusters Score -2582767 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2582890.250000 Penalty: 4745.735352
	Iteration 6Q: 3 clusters Score -2582890 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2583020.500000 Penalty: 4745.735352
	Iteration 7Q: 3 clusters Score -2583020 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2583128.250000 Penalty: 4745.735352
	Iteration 8Q: 3 clusters Score -2583128 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2583276.750000 Penalty: 4745.735352
	Iteration 9Q: 3 clusters Score -2583277 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2583427.750000 Penalty: 4745.735352
	Iteration 10Q: 3 clusters Score -2583428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2583578.000000 Penalty: 4745.735352
	Iteration 11Q: 3 clusters Score -2583578 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2583770.250000 Penalty: 4745.735352
	Iteration 12Q: 3 clusters Score -2583770 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2583984.500000 Penalty: 4745.735352
	Iteration 13Q: 3 clusters Score -2583984 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2584270.500000 Penalty: 4745.735352
	Iteration 14Q: 3 clusters Score -2584270 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2584577.750000 Penalty: 4745.735352
	Iteration 15Q: 3 clusters Score -2584578 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2584954.000000 Penalty: 4745.735352
	Iteration 16Q: 3 clusters Score -2584954 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2585309.750000 Penalty: 4745.735352
	Iteration 17Q: 3 clusters Score -2585310 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2585661.250000 Penalty: 4745.735352
	Iteration 18Q: 3 clusters Score -2585661 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2585911.250000 Penalty: 4745.735352
	Iteration 19Q: 3 clusters Score -2585911 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2586079.500000 Penalty: 4745.735352
	Iteration 20F: 3 clusters Score -2586080 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2586189.750000 Penalty: 4745.735352
	Iteration 21Q: 3 clusters Score -2586190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2586277.750000 Penalty: 4745.735352
	Iteration 22Q: 3 clusters Score -2586278 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2586337.500000 Penalty: 4745.735352
	Iteration 23Q: 3 clusters Score -2586338 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2586388.250000 Penalty: 4745.735352
	Iteration 24Q: 3 clusters Score -2586388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2586429.000000 Penalty: 4745.735352
	Iteration 25Q: 3 clusters Score -2586429 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2586454.250000 Penalty: 4745.735352
	Iteration 26Q: 3 clusters Score -2586454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2586485.500000 Penalty: 4745.735352
	Iteration 27Q: 3 clusters Score -2586486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2586510.750000 Penalty: 4745.735352
	Iteration 28Q: 3 clusters Score -2586511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2586532.750000 Penalty: 4745.735352
	Iteration 29Q: 3 clusters Score -2586533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2586550.000000 Penalty: 4745.735352
	Iteration 30Q: 3 clusters Score -2586550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2586561.500000 Penalty: 4745.735352
	Iteration 31Q: 3 clusters Score -2586562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2586579.500000 Penalty: 4745.735352
	Iteration 32Q: 3 clusters Score -2586580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2586585.750000 Penalty: 4745.735352
	Iteration 33Q: 3 clusters Score -2586586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2586592.250000 Penalty: 4745.735352
	Iteration 34Q: 3 clusters Score -2586592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2586601.000000 Penalty: 4745.735352
	Iteration 35Q: 3 clusters Score -2586601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2586611.750000 Penalty: 4745.735352
	Iteration 36Q: 3 clusters Score -2586612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2586619.500000 Penalty: 4745.735352
	Iteration 37Q: 3 clusters Score -2586620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2586621.500000 Penalty: 4745.735352
	Iteration 38Q: 3 clusters Score -2586622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2586616.750000 Penalty: 4745.735352
	Iteration 39Q: 3 clusters Score -2586617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2586625.750000 Penalty: 4745.735352
	Iteration 40F: 3 clusters Score -2586626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2586632.250000 Penalty: 4745.735352
	Iteration 41Q: 3 clusters Score -2586632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2586637.000000 Penalty: 4745.735352
	Iteration 42Q: 3 clusters Score -2586637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2586644.250000 Penalty: 4745.735352
	Iteration 43Q: 3 clusters Score -2586644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2586646.500000 Penalty: 4745.735352
	Iteration 44Q: 3 clusters Score -2586646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2586656.500000 Penalty: 4745.735352
	Iteration 45Q: 3 clusters Score -2586656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2586655.250000 Penalty: 4745.735352
	Iteration 46Q: 3 clusters Score -2586655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2586658.250000 Penalty: 4745.735352
	Iteration 47Q: 3 clusters Score -2586658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2586669.500000 Penalty: 4745.735352
	Iteration 48Q: 3 clusters Score -2586670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2586680.000000 Penalty: 4745.735352
	Iteration 49Q: 3 clusters Score -2586680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2586683.000000 Penalty: 4745.735352
	Iteration 50Q: 3 clusters Score -2586683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2586688.500000 Penalty: 4745.735352
	Iteration 51Q: 3 clusters Score -2586688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2586691.500000 Penalty: 4745.735352
	Iteration 52Q: 3 clusters Score -2586692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2586693.750000 Penalty: 4745.735352
	Iteration 53Q: 3 clusters Score -2586694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2586696.000000 Penalty: 4745.735352
	Iteration 54Q: 3 clusters Score -2586696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2586702.500000 Penalty: 4745.735352
	Iteration 55Q: 3 clusters Score -2586702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2586702.500000 Penalty: 4745.735352
	Iteration 56Q: 3 clusters Score -2586702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2586701.750000 Penalty: 4745.735352
	Iteration 57Q: 3 clusters Score -2586702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2586700.500000 Penalty: 4745.735352
	Iteration 58Q: 3 clusters Score -2586700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2586700.500000 Penalty: 4745.735352
	Iteration 59Q: 3 clusters Score -2586700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2586699.250000 Penalty: 4745.735352
	Iteration 60F: 3 clusters Score -2586699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2586702.250000 Penalty: 4745.735352
	Iteration 61Q: 3 clusters Score -2586702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2586702.000000 Penalty: 4745.735352
	Iteration 62Q: 3 clusters Score -2586702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2586703.500000 Penalty: 4745.735352
	Iteration 63Q: 3 clusters Score -2586704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2586702.750000 Penalty: 4745.735352
	Iteration 64Q: 3 clusters Score -2586703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2586707.750000 Penalty: 4745.735352
	Iteration 65Q: 3 clusters Score -2586708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2586712.000000 Penalty: 4745.735352
	Iteration 66Q: 3 clusters Score -2586712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2586712.000000 Penalty: 4745.735352
	Iteration 67F: 3 clusters Score -2586712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Entering Unmasked Estep 
Score: -6873119.000000 Penalty: 2619.995605
	Iteration 0F: 2 clusters Score -6873119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -6847110.000000 Penalty: 5239.991211
	Iteration 0F: 3 clusters Score -6847110 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -6856672.500000 Penalty: 5239.991211
	Iteration 1F: 3 clusters Score -6856672 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -6857177.500000 Penalty: 5239.991211
	Iteration 2Q: 3 clusters Score -6857178 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -6857800.000000 Penalty: 5239.991211
	Iteration 3Q: 3 clusters Score -6857800 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -6858507.000000 Penalty: 5239.991211
	Iteration 4Q: 3 clusters Score -6858507 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -6859370.500000 Penalty: 5239.991211
	Iteration 5Q: 3 clusters Score -6859370 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -6860518.500000 Penalty: 5239.991211
	Iteration 6F: 3 clusters Score -6860518 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6861900.500000 Penalty: 5239.991211
	Iteration 7F: 3 clusters Score -6861900 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -6863397.500000 Penalty: 5239.991211
	Iteration 8F: 3 clusters Score -6863398 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -6864953.000000 Penalty: 5239.991211
	Iteration 9F: 3 clusters Score -6864953 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6866562.000000 Penalty: 5239.991211
	Iteration 10F: 3 clusters Score -6866562 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -6867988.000000 Penalty: 5239.991211
	Iteration 11Q: 3 clusters Score -6867988 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -6869051.500000 Penalty: 5239.991211
	Iteration 12Q: 3 clusters Score -6869052 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -6869795.000000 Penalty: 5239.991211
	Iteration 13Q: 3 clusters Score -6869795 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -6870265.000000 Penalty: 5239.991211
	Iteration 14Q: 3 clusters Score -6870265 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -6870593.500000 Penalty: 5239.991211
	Iteration 15Q: 3 clusters Score -6870594 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -6870813.000000 Penalty: 5239.991211
	Iteration 16Q: 3 clusters Score -6870813 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -6870939.000000 Penalty: 5239.991211
	Iteration 17Q: 3 clusters Score -6870939 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -6871039.000000 Penalty: 5239.991211
	Iteration 18Q: 3 clusters Score -6871039 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -6871082.500000 Penalty: 5239.991211
	Iteration 19Q: 3 clusters Score -6871082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -6871118.000000 Penalty: 5239.991211
	Iteration 20F: 3 clusters Score -6871118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -6871122.000000 Penalty: 5239.991211
	Iteration 21Q: 3 clusters Score -6871122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -6871155.000000 Penalty: 5239.991211
	Iteration 22Q: 3 clusters Score -6871155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -6871175.500000 Penalty: 5239.991211
	Iteration 23Q: 3 clusters Score -6871176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -6871181.000000 Penalty: 5239.991211
	Iteration 24Q: 3 clusters Score -6871181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -6871204.000000 Penalty: 5239.991211
	Iteration 25Q: 3 clusters Score -6871204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6871209.000000 Penalty: 5239.991211
	Iteration 26Q: 3 clusters Score -6871209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -6871206.500000 Penalty: 5239.991211
	Iteration 27Q: 3 clusters Score -6871206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -6871217.000000 Penalty: 5239.991211
	Iteration 28Q: 3 clusters Score -6871217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -6871220.000000 Penalty: 5239.991211
	Iteration 29Q: 3 clusters Score -6871220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -6871220.500000 Penalty: 5239.991211
	Iteration 30Q: 3 clusters Score -6871220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -6871218.000000 Penalty: 5239.991211
	Iteration 31Q: 3 clusters Score -6871218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -6871215.000000 Penalty: 5239.991211
	Iteration 32Q: 3 clusters Score -6871215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6871208.500000 Penalty: 5239.991211
	Iteration 33Q: 3 clusters Score -6871208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -6871217.000000 Penalty: 5239.991211
	Iteration 34Q: 3 clusters Score -6871217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -6871220.000000 Penalty: 5239.991211
	Iteration 35Q: 3 clusters Score -6871220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -6871225.500000 Penalty: 5239.991211
	Iteration 36Q: 3 clusters Score -6871226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -6871223.500000 Penalty: 5239.991211
	Iteration 37Q: 3 clusters Score -6871224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -6871227.500000 Penalty: 5239.991211
	Iteration 38Q: 3 clusters Score -6871228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -6871225.500000 Penalty: 5239.991211
	Iteration 39Q: 3 clusters Score -6871226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -6871221.500000 Penalty: 5239.991211
	Iteration 40F: 3 clusters Score -6871222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -6871223.000000 Penalty: 5239.991211
	Iteration 41Q: 3 clusters Score -6871223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -6871222.000000 Penalty: 5239.991211
	Iteration 42Q: 3 clusters Score -6871222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -6871228.500000 Penalty: 5239.991211
	Iteration 43Q: 3 clusters Score -6871228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -6871228.500000 Penalty: 5239.991211
	Iteration 44Q: 3 clusters Score -6871228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -6871228.000000 Penalty: 5239.991211
	Iteration 45Q: 3 clusters Score -6871228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -6871228.000000 Penalty: 5239.991211
	Iteration 46F: 3 clusters Score -6871228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20555.378906 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20555.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20788.583984 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20788.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20854.863281 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20854.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20897.705078 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20897.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20903.000000 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20916.896484 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20931.283203 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -20931.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20944.693359 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -20944.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20954.689453 Penalty: 2808.828369
	Iteration 8Q: 3 clusters Score -20954.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20961.904297 Penalty: 2808.828369
	Iteration 9Q: 3 clusters Score -20961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20967.578125 Penalty: 2808.828369
	Iteration 10Q: 3 clusters Score -20967.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20967.578125 Penalty: 2808.828369
	Iteration 11F: 3 clusters Score -20967.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Entering Unmasked Estep 
Score: -7943986.000000 Penalty: 2654.855469
	Iteration 0F: 2 clusters Score -7943986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -7914879.000000 Penalty: 5309.710938
	Iteration 0F: 3 clusters Score -7914879 nChanged 20492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7926384.500000 Penalty: 5309.710938
	Iteration 1F: 3 clusters Score -7926384 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -7926818.500000 Penalty: 5309.710938
	Iteration 2Q: 3 clusters Score -7926818 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -7927235.500000 Penalty: 5309.710938
	Iteration 3Q: 3 clusters Score -7927236 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -7927763.000000 Penalty: 5309.710938
	Iteration 4Q: 3 clusters Score -7927763 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -7928445.000000 Penalty: 5309.710938
	Iteration 5Q: 3 clusters Score -7928445 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -7929440.000000 Penalty: 5309.710938
	Iteration 6Q: 3 clusters Score -7929440 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -7930946.500000 Penalty: 5309.710938
	Iteration 7F: 3 clusters Score -7930946 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -7932820.500000 Penalty: 5309.710938
	Iteration 8F: 3 clusters Score -7932820 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -7935127.500000 Penalty: 5309.710938
	Iteration 9F: 3 clusters Score -7935128 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -7937430.000000 Penalty: 5309.710938
	Iteration 10F: 3 clusters Score -7937430 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -7939398.000000 Penalty: 5309.710938
	Iteration 11F: 3 clusters Score -7939398 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -7940577.000000 Penalty: 5309.710938
	Iteration 12Q: 3 clusters Score -7940577 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -7941140.500000 Penalty: 5309.710938
	Iteration 13Q: 3 clusters Score -7941140 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -7941398.000000 Penalty: 5309.710938
	Iteration 14Q: 3 clusters Score -7941398 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -7941540.000000 Penalty: 5309.710938
	Iteration 15Q: 3 clusters Score -7941540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -7941602.500000 Penalty: 5309.710938
	Iteration 16Q: 3 clusters Score -7941602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -7941636.500000 Penalty: 5309.710938
	Iteration 17Q: 3 clusters Score -7941636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -7941671.500000 Penalty: 5309.710938
	Iteration 18Q: 3 clusters Score -7941672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -7941680.500000 Penalty: 5309.710938
	Iteration 19Q: 3 clusters Score -7941680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -7941684.000000 Penalty: 5309.710938
	Iteration 20F: 3 clusters Score -7941684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -7941687.500000 Penalty: 5309.710938
	Iteration 21Q: 3 clusters Score -7941688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -7941696.000000 Penalty: 5309.710938
	Iteration 22Q: 3 clusters Score -7941696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -7941701.500000 Penalty: 5309.710938
	Iteration 23Q: 3 clusters Score -7941702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -7941705.500000 Penalty: 5309.710938
	Iteration 24Q: 3 clusters Score -7941706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -7941705.500000 Penalty: 5309.710938
	Iteration 25F: 3 clusters Score -7941706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -84484.273438 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -84484.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82940.843750 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -82940.84 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83350.648438 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -83350.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83564.289062 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -83564.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83808.390625 Penalty: 3187.538330
	Iteration 3F: 3 clusters Score -83808.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84052.898438 Penalty: 3187.538330
	Iteration 4F: 3 clusters Score -84052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84251.843750 Penalty: 3187.538330
	Iteration 5F: 3 clusters Score -84251.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84392.085938 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -84392.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84474.179688 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -84474.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84522.976562 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -84522.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84565.703125 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -84565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84618.109375 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -84618.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84652.578125 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -84652.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84682.492188 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -84682.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84724.000000 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -84724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84734.953125 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -84734.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84737.000000 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -84737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84744.789062 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -84744.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84749.687500 Penalty: 3187.538330
	Iteration 17Q: 3 clusters Score -84749.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84757.914062 Penalty: 3187.538330
	Iteration 18Q: 3 clusters Score -84757.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84765.382812 Penalty: 3187.538330
	Iteration 19Q: 3 clusters Score -84765.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84778.820312 Penalty: 3187.538330
	Iteration 20F: 3 clusters Score -84778.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84783.414062 Penalty: 3187.538330
	Iteration 21Q: 3 clusters Score -84783.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84793.523438 Penalty: 3187.538330
	Iteration 22Q: 3 clusters Score -84793.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84797.398438 Penalty: 3187.538330
	Iteration 23Q: 3 clusters Score -84797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84815.125000 Penalty: 3187.538330
	Iteration 24Q: 3 clusters Score -84815.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84822.875000 Penalty: 3187.538330
	Iteration 25Q: 3 clusters Score -84822.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84829.296875 Penalty: 3187.538330
	Iteration 26Q: 3 clusters Score -84829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84831.085938 Penalty: 3187.538330
	Iteration 27Q: 3 clusters Score -84831.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84839.453125 Penalty: 3187.538330
	Iteration 28Q: 3 clusters Score -84839.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84850.632812 Penalty: 3187.538330
	Iteration 29Q: 3 clusters Score -84850.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84866.515625 Penalty: 3187.538330
	Iteration 30Q: 3 clusters Score -84866.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84869.632812 Penalty: 3187.538330
	Iteration 31Q: 3 clusters Score -84869.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84873.156250 Penalty: 3187.538330
	Iteration 32Q: 3 clusters Score -84873.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84873.156250 Penalty: 3187.538330
	Iteration 33F: 3 clusters Score -84873.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 362 members 
Mstep: Class 41 contains 55116 members 
Mstep: Class 42 contains 256 members 
Entering Unmasked Estep 
Score: -196417392.000000 Penalty: 145101.093750
Splitting cluster 40 changes total score from -196418656.000000 to -196417392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (55116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Entering Unmasked Estep 
Score: -9913957.000000 Penalty: 2707.464355
	Iteration 0F: 2 clusters Score -9913957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -9883307.000000 Penalty: 5414.928711
	Iteration 0F: 3 clusters Score -9883307 nChanged 25500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -9897227.000000 Penalty: 5414.928711
	Iteration 1F: 3 clusters Score -9897227 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -9897765.000000 Penalty: 5414.928711
	Iteration 2Q: 3 clusters Score -9897765 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -9898285.000000 Penalty: 5414.928711
	Iteration 3Q: 3 clusters Score -9898285 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -9898716.000000 Penalty: 5414.928711
	Iteration 4Q: 3 clusters Score -9898716 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -9899126.000000 Penalty: 5414.928711
	Iteration 5Q: 3 clusters Score -9899126 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -9899689.000000 Penalty: 5414.928711
	Iteration 6Q: 3 clusters Score -9899689 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -9900403.000000 Penalty: 5414.928711
	Iteration 7Q: 3 clusters Score -9900403 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -9901201.000000 Penalty: 5414.928711
	Iteration 8Q: 3 clusters Score -9901201 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -9902302.000000 Penalty: 5414.928711
	Iteration 9Q: 3 clusters Score -9902302 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -9903911.000000 Penalty: 5414.928711
	Iteration 10Q: 3 clusters Score -9903911 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -9905884.000000 Penalty: 5414.928711
	Iteration 11F: 3 clusters Score -9905884 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -9907829.000000 Penalty: 5414.928711
	Iteration 12F: 3 clusters Score -9907829 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -9909180.000000 Penalty: 5414.928711
	Iteration 13Q: 3 clusters Score -9909180 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -9909963.000000 Penalty: 5414.928711
	Iteration 14Q: 3 clusters Score -9909963 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -9910628.000000 Penalty: 5414.928711
	Iteration 15Q: 3 clusters Score -9910628 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -9911235.000000 Penalty: 5414.928711
	Iteration 16Q: 3 clusters Score -9911235 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -9911929.000000 Penalty: 5414.928711
	Iteration 17Q: 3 clusters Score -9911929 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -9912571.000000 Penalty: 5414.928711
	Iteration 18Q: 3 clusters Score -9912571 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -9913227.000000 Penalty: 5414.928711
	Iteration 19Q: 3 clusters Score -9913227 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -9914017.000000 Penalty: 5414.928711
	Iteration 20F: 3 clusters Score -9914017 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -9914687.000000 Penalty: 5414.928711
	Iteration 21Q: 3 clusters Score -9914687 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -9915276.000000 Penalty: 5414.928711
	Iteration 22Q: 3 clusters Score -9915276 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9915737.000000 Penalty: 5414.928711
	Iteration 23Q: 3 clusters Score -9915737 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -9916084.000000 Penalty: 5414.928711
	Iteration 24Q: 3 clusters Score -9916084 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -9916263.000000 Penalty: 5414.928711
	Iteration 25Q: 3 clusters Score -9916263 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -9916416.000000 Penalty: 5414.928711
	Iteration 26Q: 3 clusters Score -9916416 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -9916523.000000 Penalty: 5414.928711
	Iteration 27Q: 3 clusters Score -9916523 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9916569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9916575 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9916629 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -9916646.000000 Penalty: 5414.928711
	Iteration 31Q: 3 clusters Score -9916646 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -9916640.000000 Penalty: 5414.928711
	Iteration 32Q: 3 clusters Score -9916640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -9916647.000000 Penalty: 5414.928711
	Iteration 33Q: 3 clusters Score -9916647 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -9916686.000000 Penalty: 5414.928711
	Iteration 34Q: 3 clusters Score -9916686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -9916670.000000 Penalty: 5414.928711
	Iteration 35Q: 3 clusters Score -9916670 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -9916686.000000 Penalty: 5414.928711
	Iteration 36Q: 3 clusters Score -9916686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -9916649.000000 Penalty: 5414.928711
	Iteration 37Q: 3 clusters Score -9916649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -9916672.000000 Penalty: 5414.928711
	Iteration 38Q: 3 clusters Score -9916672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -9916659.000000 Penalty: 5414.928711
	Iteration 39Q: 3 clusters Score -9916659 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -9916619.000000 Penalty: 5414.928711
	Iteration 40F: 3 clusters Score -9916619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -9916657.000000 Penalty: 5414.928711
	Iteration 41Q: 3 clusters Score -9916657 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -9916629.000000 Penalty: 5414.928711
	Iteration 42Q: 3 clusters Score -9916629 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -9916610.000000 Penalty: 5414.928711
	Iteration 43Q: 3 clusters Score -9916610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -9916611.000000 Penalty: 5414.928711
	Iteration 44Q: 3 clusters Score -9916611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -9916604.000000 Penalty: 5414.928711
	Iteration 45Q: 3 clusters Score -9916604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -9916595.000000 Penalty: 5414.928711
	Iteration 46Q: 3 clusters Score -9916595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -9916602.000000 Penalty: 5414.928711
	Iteration 47Q: 3 clusters Score -9916602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -9916620.000000 Penalty: 5414.928711
	Iteration 48Q: 3 clusters Score -9916620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -9916615.000000 Penalty: 5414.928711
	Iteration 49Q: 3 clusters Score -9916615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -9916637.000000 Penalty: 5414.928711
	Iteration 50Q: 3 clusters Score -9916637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -9916634.000000 Penalty: 5414.928711
	Iteration 51Q: 3 clusters Score -9916634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -9916604.000000 Penalty: 5414.928711
	Iteration 52Q: 3 clusters Score -9916604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -9916610.000000 Penalty: 5414.928711
	Iteration 53Q: 3 clusters Score -9916610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -9916597.000000 Penalty: 5414.928711
	Iteration 54Q: 3 clusters Score -9916597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -9916579.000000 Penalty: 5414.928711
	Iteration 55Q: 3 clusters Score -9916579 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -9916576.000000 Penalty: 5414.928711
	Iteration 56Q: 3 clusters Score -9916576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -9916587.000000 Penalty: 5414.928711
	Iteration 57Q: 3 clusters Score -9916587 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9916576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -9916551.000000 Penalty: 5414.928711
	Iteration 59Q: 3 clusters Score -9916551 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -9916550.000000 Penalty: 5414.928711
	Iteration 60F: 3 clusters Score -9916550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -9916573.000000 Penalty: 5414.928711
	Iteration 61Q: 3 clusters Score -9916573 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -9916575.000000 Penalty: 5414.928711
	Iteration 62Q: 3 clusters Score -9916575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -9916564.000000 Penalty: 5414.928711
	Iteration 63Q: 3 clusters Score -9916564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -9916561.000000 Penalty: 5414.928711
	Iteration 64Q: 3 clusters Score -9916561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -9916593.000000 Penalty: 5414.928711
	Iteration 65Q: 3 clusters Score -9916593 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -9916571.000000 Penalty: 5414.928711
	Iteration 66Q: 3 clusters Score -9916571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -9916559.000000 Penalty: 5414.928711
	Iteration 67Q: 3 clusters Score -9916559 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -9916538.000000 Penalty: 5414.928711
	Iteration 68Q: 3 clusters Score -9916538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -9916551.000000 Penalty: 5414.928711
	Iteration 69Q: 3 clusters Score -9916551 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -9916558.000000 Penalty: 5414.928711
	Iteration 70Q: 3 clusters Score -9916558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9916575 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9916564 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -9916580.000000 Penalty: 5414.928711
	Iteration 73Q: 3 clusters Score -9916580 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -9916582.000000 Penalty: 5414.928711
	Iteration 74Q: 3 clusters Score -9916582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -9916593.000000 Penalty: 5414.928711
	Iteration 75Q: 3 clusters Score -9916593 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -9916576.000000 Penalty: 5414.928711
	Iteration 76Q: 3 clusters Score -9916576 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -9916592.000000 Penalty: 5414.928711
	Iteration 77Q: 3 clusters Score -9916592 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40077 members 
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Entering Unmasked Estep 
Score: -9916600.000000 Penalty: 5414.928711
	Iteration 78Q: 3 clusters Score -9916600 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9916580 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9916564 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -9916553.000000 Penalty: 5414.928711
	Iteration 81Q: 3 clusters Score -9916553 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9916554 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40554 members 
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Entering Unmasked Estep 
Score: -9916538.000000 Penalty: 5414.928711
	Iteration 83Q: 3 clusters Score -9916538 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -9916509.000000 Penalty: 5414.928711
	Iteration 84Q: 3 clusters Score -9916509 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -9916490.000000 Penalty: 5414.928711
	Iteration 85Q: 3 clusters Score -9916490 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9916480 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -9916456.000000 Penalty: 5414.928711
	Iteration 87Q: 3 clusters Score -9916456 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -9916433.000000 Penalty: 5414.928711
	Iteration 88Q: 3 clusters Score -9916433 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -9916455.000000 Penalty: 5414.928711
	Iteration 89Q: 3 clusters Score -9916455 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -9916449.000000 Penalty: 5414.928711
	Iteration 90Q: 3 clusters Score -9916449 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -9916424.000000 Penalty: 5414.928711
	Iteration 91Q: 3 clusters Score -9916424 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -9916428.000000 Penalty: 5414.928711
	Iteration 92Q: 3 clusters Score -9916428 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41308 members 
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Entering Unmasked Estep 
Score: -9916418.000000 Penalty: 5414.928711
	Iteration 93Q: 3 clusters Score -9916418 nChanged 38
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Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -9916417.000000 Penalty: 5414.928711
	Iteration 94Q: 3 clusters Score -9916417 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -9916390.000000 Penalty: 5414.928711
	Iteration 95Q: 3 clusters Score -9916390 nChanged 43
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Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -9916384.000000 Penalty: 5414.928711
	Iteration 96Q: 3 clusters Score -9916384 nChanged 37
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Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -9916374.000000 Penalty: 5414.928711
	Iteration 97Q: 3 clusters Score -9916374 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -9916365.000000 Penalty: 5414.928711
	Iteration 98Q: 3 clusters Score -9916365 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9916357 nChanged 15
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Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -9916348.000000 Penalty: 5414.928711
	Iteration 100F: 3 clusters Score -9916348 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9916356 nChanged 24
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Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9916358 nChanged 27
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Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -9916369.000000 Penalty: 5414.928711
	Iteration 103Q: 3 clusters Score -9916369 nChanged 24
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Mstep: Class 1 contains 41609 members 
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Entering Unmasked Estep 
Score: -9916340.000000 Penalty: 5414.928711
	Iteration 104Q: 3 clusters Score -9916340 nChanged 32
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Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -9916329.000000 Penalty: 5414.928711
	Iteration 105Q: 3 clusters Score -9916329 nChanged 20
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Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -9916322.000000 Penalty: 5414.928711
	Iteration 106Q: 3 clusters Score -9916322 nChanged 17
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Entering Unmasked Estep 
Score: -9916316.000000 Penalty: 5414.928711
	Iteration 107Q: 3 clusters Score -9916316 nChanged 17
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Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9916316 nChanged 16
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Entering Unmasked Estep 
Score: -9916302.000000 Penalty: 5414.928711
	Iteration 109Q: 3 clusters Score -9916302 nChanged 15
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Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -9916293.000000 Penalty: 5414.928711
	Iteration 110Q: 3 clusters Score -9916293 nChanged 15
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Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -9916289.000000 Penalty: 5414.928711
	Iteration 111Q: 3 clusters Score -9916289 nChanged 16
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Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9916290 nChanged 16
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Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9916285 nChanged 14
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	Iteration 114Q: 3 clusters Score -9916285 nChanged 14
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	Iteration 115Q: 3 clusters Score -9916285 nChanged 10
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9916290 nChanged 5
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Entering Unmasked Estep 
Score: -9916301.000000 Penalty: 5414.928711
	Iteration 117Q: 3 clusters Score -9916301 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9916287 nChanged 5
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9916290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -9916293.000000 Penalty: 5414.928711
	Iteration 120F: 3 clusters Score -9916293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -9916293.000000 Penalty: 5414.928711
	Iteration 121Q: 3 clusters Score -9916293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -9916293.000000 Penalty: 5414.928711
	Iteration 122F: 3 clusters Score -9916293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41825 members 
Mstep: Class 42 contains 13291 members 
Entering Unmasked Estep 
Score: -196418672.000000 Penalty: 145101.093750
Splitting cluster 41 changes total score from -196418656.000000 to -196418672.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 38152 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40031 members 
Mstep: Class 7 contains 49638 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 32229 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 40420 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47686 members 
Mstep: Class 27 contains 45311 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42321 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46243 members 
Mstep: Class 35 contains 40797 members 
Mstep: Class 36 contains 14300 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419136.000000 Penalty: 145101.093750
Iteration 319Q: 43 clusters Score -1.964191e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 44241 members 
Mstep: Class 3 contains 38117 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 40032 members 
Mstep: Class 7 contains 49607 members 
Mstep: Class 8 contains 13895 members 
Mstep: Class 9 contains 41620 members 
Mstep: Class 10 contains 40020 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50304 members 
Mstep: Class 15 contains 40293 members 
Mstep: Class 16 contains 9946 members 
Mstep: Class 17 contains 31909 members 
Mstep: Class 18 contains 44508 members 
Mstep: Class 19 contains 45230 members 
Mstep: Class 20 contains 16095 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 40409 members 
Mstep: Class 23 contains 8264 members 
Mstep: Class 24 contains 13633 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 47674 members 
Mstep: Class 27 contains 45299 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42355 members 
Mstep: Class 32 contains 48484 members 
Mstep: Class 33 contains 70584 members 
Mstep: Class 34 contains 46930 members 
Mstep: Class 35 contains 40806 members 
Mstep: Class 36 contains 14167 members 
Mstep: Class 37 contains 38730 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44581 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41888 members 
Mstep: Class 42 contains 13116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419728.000000 Penalty: 145101.093750
Iteration 320F: 43 clusters Score -1.964197e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 44251 members 
Mstep: Class 3 contains 38078 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 49587 members 
Mstep: Class 8 contains 13830 members 
Mstep: Class 9 contains 41616 members 
Mstep: Class 10 contains 40016 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50308 members 
Mstep: Class 15 contains 40233 members 
Mstep: Class 16 contains 9944 members 
Mstep: Class 17 contains 31480 members 
Mstep: Class 18 contains 44507 members 
Mstep: Class 19 contains 45214 members 
Mstep: Class 20 contains 16098 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 40425 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13633 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47657 members 
Mstep: Class 27 contains 45300 members 
Mstep: Class 28 contains 10446 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42359 members 
Mstep: Class 32 contains 48484 members 
Mstep: Class 33 contains 70574 members 
Mstep: Class 34 contains 46949 members 
Mstep: Class 35 contains 40808 members 
Mstep: Class 36 contains 14062 members 
Mstep: Class 37 contains 38722 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44568 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41944 members 
Mstep: Class 42 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419216.000000 Penalty: 145101.093750
Iteration 321Q: 43 clusters Score -1.964192e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 44270 members 
Mstep: Class 3 contains 38038 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 40024 members 
Mstep: Class 7 contains 49560 members 
Mstep: Class 8 contains 13804 members 
Mstep: Class 9 contains 41614 members 
Mstep: Class 10 contains 40021 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50308 members 
Mstep: Class 15 contains 40146 members 
Mstep: Class 16 contains 9943 members 
Mstep: Class 17 contains 31013 members 
Mstep: Class 18 contains 44503 members 
Mstep: Class 19 contains 45235 members 
Mstep: Class 20 contains 16101 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 40416 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 13638 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47650 members 
Mstep: Class 27 contains 45295 members 
Mstep: Class 28 contains 10453 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42370 members 
Mstep: Class 32 contains 48484 members 
Mstep: Class 33 contains 70583 members 
Mstep: Class 34 contains 47049 members 
Mstep: Class 35 contains 40804 members 
Mstep: Class 36 contains 13916 members 
Mstep: Class 37 contains 38721 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44563 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42100 members 
Mstep: Class 42 contains 14304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419584.000000 Penalty: 145101.093750
Iteration 322Q: 43 clusters Score -1.964196e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 44295 members 
Mstep: Class 3 contains 38012 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 49538 members 
Mstep: Class 8 contains 13781 members 
Mstep: Class 9 contains 41607 members 
Mstep: Class 10 contains 40026 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50299 members 
Mstep: Class 15 contains 40091 members 
Mstep: Class 16 contains 9943 members 
Mstep: Class 17 contains 30568 members 
Mstep: Class 18 contains 44500 members 
Mstep: Class 19 contains 45230 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 40413 members 
Mstep: Class 23 contains 8253 members 
Mstep: Class 24 contains 13638 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47633 members 
Mstep: Class 27 contains 45285 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42372 members 
Mstep: Class 32 contains 48489 members 
Mstep: Class 33 contains 70591 members 
Mstep: Class 34 contains 47118 members 
Mstep: Class 35 contains 40811 members 
Mstep: Class 36 contains 13800 members 
Mstep: Class 37 contains 38715 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44572 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42202 members 
Mstep: Class 42 contains 14814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419616.000000 Penalty: 145101.093750
Iteration 323Q: 43 clusters Score -1.964196e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 44323 members 
Mstep: Class 3 contains 37985 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 40020 members 
Mstep: Class 7 contains 49513 members 
Mstep: Class 8 contains 13764 members 
Mstep: Class 9 contains 41602 members 
Mstep: Class 10 contains 40027 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 50309 members 
Mstep: Class 15 contains 40072 members 
Mstep: Class 16 contains 9942 members 
Mstep: Class 17 contains 30090 members 
Mstep: Class 18 contains 44509 members 
Mstep: Class 19 contains 45229 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 40401 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13641 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47630 members 
Mstep: Class 27 contains 45281 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42380 members 
Mstep: Class 32 contains 48491 members 
Mstep: Class 33 contains 70590 members 
Mstep: Class 34 contains 47146 members 
Mstep: Class 35 contains 40816 members 
Mstep: Class 36 contains 13675 members 
Mstep: Class 37 contains 38716 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44575 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42269 members 
Mstep: Class 42 contains 15385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420080.000000 Penalty: 145101.093750
Iteration 324Q: 43 clusters Score -1.964201e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 44344 members 
Mstep: Class 3 contains 37952 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 40015 members 
Mstep: Class 7 contains 49492 members 
Mstep: Class 8 contains 13745 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 10 contains 40030 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 50318 members 
Mstep: Class 15 contains 40076 members 
Mstep: Class 16 contains 9942 members 
Mstep: Class 17 contains 29645 members 
Mstep: Class 18 contains 44526 members 
Mstep: Class 19 contains 45238 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 40396 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 13642 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47611 members 
Mstep: Class 27 contains 45286 members 
Mstep: Class 28 contains 10470 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42386 members 
Mstep: Class 32 contains 48490 members 
Mstep: Class 33 contains 70578 members 
Mstep: Class 34 contains 47135 members 
Mstep: Class 35 contains 40822 members 
Mstep: Class 36 contains 13553 members 
Mstep: Class 37 contains 38712 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44570 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42328 members 
Mstep: Class 42 contains 15947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420464.000000 Penalty: 145101.093750
Iteration 325Q: 43 clusters Score -1.964205e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 44357 members 
Mstep: Class 3 contains 37928 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 40014 members 
Mstep: Class 7 contains 49485 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 40027 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50322 members 
Mstep: Class 15 contains 40056 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 29213 members 
Mstep: Class 18 contains 44530 members 
Mstep: Class 19 contains 45210 members 
Mstep: Class 20 contains 16108 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 40386 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 13642 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47593 members 
Mstep: Class 27 contains 45277 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42391 members 
Mstep: Class 32 contains 48489 members 
Mstep: Class 33 contains 70600 members 
Mstep: Class 34 contains 47046 members 
Mstep: Class 35 contains 40830 members 
Mstep: Class 36 contains 13478 members 
Mstep: Class 37 contains 38715 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44572 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42406 members 
Mstep: Class 42 contains 16520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420176.000000 Penalty: 145101.093750
Iteration 326Q: 43 clusters Score -1.964202e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 44395 members 
Mstep: Class 3 contains 37899 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39989 members 
Mstep: Class 7 contains 49469 members 
Mstep: Class 8 contains 13734 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 10 contains 40020 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 50323 members 
Mstep: Class 15 contains 40031 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 44554 members 
Mstep: Class 19 contains 45189 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 40370 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 13639 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47611 members 
Mstep: Class 27 contains 45266 members 
Mstep: Class 28 contains 10483 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42408 members 
Mstep: Class 32 contains 48491 members 
Mstep: Class 33 contains 70606 members 
Mstep: Class 34 contains 46891 members 
Mstep: Class 35 contains 40841 members 
Mstep: Class 36 contains 13414 members 
Mstep: Class 37 contains 38716 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44574 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42497 members 
Mstep: Class 42 contains 17096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420560.000000 Penalty: 145101.093750
Iteration 327Q: 43 clusters Score -1.964206e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 44393 members 
Mstep: Class 3 contains 37858 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39997 members 
Mstep: Class 7 contains 49458 members 
Mstep: Class 8 contains 13718 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 10 contains 40029 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 50332 members 
Mstep: Class 15 contains 40017 members 
Mstep: Class 16 contains 9934 members 
Mstep: Class 17 contains 28459 members 
Mstep: Class 18 contains 44567 members 
Mstep: Class 19 contains 45136 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 40342 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 13641 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47597 members 
Mstep: Class 27 contains 45272 members 
Mstep: Class 28 contains 10480 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42440 members 
Mstep: Class 32 contains 48491 members 
Mstep: Class 33 contains 70609 members 
Mstep: Class 34 contains 46699 members 
Mstep: Class 35 contains 40865 members 
Mstep: Class 36 contains 13352 members 
Mstep: Class 37 contains 38717 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44568 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42588 members 
Mstep: Class 42 contains 17698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420368.000000 Penalty: 145101.093750
Iteration 328Q: 43 clusters Score -1.964204e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 44409 members 
Mstep: Class 3 contains 37825 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39985 members 
Mstep: Class 7 contains 49448 members 
Mstep: Class 8 contains 13698 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 40036 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12274 members 
Mstep: Class 14 contains 50334 members 
Mstep: Class 15 contains 40009 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 28124 members 
Mstep: Class 18 contains 44569 members 
Mstep: Class 19 contains 45097 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40324 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13641 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47592 members 
Mstep: Class 27 contains 45276 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42458 members 
Mstep: Class 32 contains 48492 members 
Mstep: Class 33 contains 70614 members 
Mstep: Class 34 contains 46441 members 
Mstep: Class 35 contains 40890 members 
Mstep: Class 36 contains 13283 members 
Mstep: Class 37 contains 38721 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44562 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42706 members 
Mstep: Class 42 contains 18303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420560.000000 Penalty: 145101.093750
Iteration 329Q: 43 clusters Score -1.964206e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 44450 members 
Mstep: Class 3 contains 37797 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 39957 members 
Mstep: Class 7 contains 49437 members 
Mstep: Class 8 contains 13684 members 
Mstep: Class 9 contains 41594 members 
Mstep: Class 10 contains 40040 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12274 members 
Mstep: Class 14 contains 50338 members 
Mstep: Class 15 contains 39999 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 27777 members 
Mstep: Class 18 contains 44583 members 
Mstep: Class 19 contains 45061 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 40311 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 13643 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47592 members 
Mstep: Class 27 contains 45286 members 
Mstep: Class 28 contains 10476 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42474 members 
Mstep: Class 32 contains 48490 members 
Mstep: Class 33 contains 70606 members 
Mstep: Class 34 contains 46136 members 
Mstep: Class 35 contains 40910 members 
Mstep: Class 36 contains 13241 members 
Mstep: Class 37 contains 38718 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44554 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42850 members 
Mstep: Class 42 contains 18903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420400.000000 Penalty: 145101.093750
Iteration 330Q: 43 clusters Score -1.964204e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 44480 members 
Mstep: Class 3 contains 37768 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39933 members 
Mstep: Class 7 contains 49425 members 
Mstep: Class 8 contains 13667 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 40036 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50335 members 
Mstep: Class 15 contains 39994 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 27461 members 
Mstep: Class 18 contains 44589 members 
Mstep: Class 19 contains 45052 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 40295 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13644 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47588 members 
Mstep: Class 27 contains 45301 members 
Mstep: Class 28 contains 10476 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 42457 members 
Mstep: Class 32 contains 48488 members 
Mstep: Class 33 contains 70609 members 
Mstep: Class 34 contains 45829 members 
Mstep: Class 35 contains 40921 members 
Mstep: Class 36 contains 13200 members 
Mstep: Class 37 contains 38718 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44555 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42993 members 
Mstep: Class 42 contains 19493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420464.000000 Penalty: 145101.093750
Iteration 331Q: 43 clusters Score -1.964205e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44511 members 
Mstep: Class 3 contains 37748 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39918 members 
Mstep: Class 7 contains 49411 members 
Mstep: Class 8 contains 13658 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 40023 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 50332 members 
Mstep: Class 15 contains 39991 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 27148 members 
Mstep: Class 18 contains 44592 members 
Mstep: Class 19 contains 45046 members 
Mstep: Class 20 contains 16116 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40297 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13644 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47591 members 
Mstep: Class 27 contains 45307 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 42425 members 
Mstep: Class 32 contains 48487 members 
Mstep: Class 33 contains 70602 members 
Mstep: Class 34 contains 45498 members 
Mstep: Class 35 contains 40922 members 
Mstep: Class 36 contains 13171 members 
Mstep: Class 37 contains 38712 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44559 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43136 members 
Mstep: Class 42 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420640.000000 Penalty: 145101.093750
Iteration 332Q: 43 clusters Score -1.964206e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 44531 members 
Mstep: Class 3 contains 37723 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39909 members 
Mstep: Class 7 contains 49399 members 
Mstep: Class 8 contains 13647 members 
Mstep: Class 9 contains 41603 members 
Mstep: Class 10 contains 40015 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 50335 members 
Mstep: Class 15 contains 39978 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 26885 members 
Mstep: Class 18 contains 44599 members 
Mstep: Class 19 contains 45047 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40297 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 13647 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47588 members 
Mstep: Class 27 contains 45305 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 42371 members 
Mstep: Class 32 contains 48486 members 
Mstep: Class 33 contains 70594 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 40924 members 
Mstep: Class 36 contains 13124 members 
Mstep: Class 37 contains 38708 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44562 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43286 members 
Mstep: Class 42 contains 20625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420672.000000 Penalty: 145101.093750
Iteration 333Q: 43 clusters Score -1.964207e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44545 members 
Mstep: Class 3 contains 37704 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39902 members 
Mstep: Class 7 contains 49375 members 
Mstep: Class 8 contains 13650 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 40021 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 50327 members 
Mstep: Class 15 contains 39947 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 26628 members 
Mstep: Class 18 contains 44606 members 
Mstep: Class 19 contains 45062 members 
Mstep: Class 20 contains 16116 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40307 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 13639 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47588 members 
Mstep: Class 27 contains 45299 members 
Mstep: Class 28 contains 10471 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 42298 members 
Mstep: Class 32 contains 48484 members 
Mstep: Class 33 contains 70583 members 
Mstep: Class 34 contains 45096 members 
Mstep: Class 35 contains 40922 members 
Mstep: Class 36 contains 13088 members 
Mstep: Class 37 contains 38707 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44562 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43464 members 
Mstep: Class 42 contains 21021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420960.000000 Penalty: 145101.093750
Iteration 334Q: 43 clusters Score -1.96421e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44552 members 
Mstep: Class 3 contains 37687 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39896 members 
Mstep: Class 7 contains 49353 members 
Mstep: Class 8 contains 13633 members 
Mstep: Class 9 contains 41600 members 
Mstep: Class 10 contains 40010 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 50321 members 
Mstep: Class 15 contains 39909 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 26377 members 
Mstep: Class 18 contains 44604 members 
Mstep: Class 19 contains 45106 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 40321 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47590 members 
Mstep: Class 27 contains 45306 members 
Mstep: Class 28 contains 10471 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42214 members 
Mstep: Class 32 contains 48484 members 
Mstep: Class 33 contains 70581 members 
Mstep: Class 34 contains 45117 members 
Mstep: Class 35 contains 40924 members 
Mstep: Class 36 contains 13024 members 
Mstep: Class 37 contains 38711 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44559 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43596 members 
Mstep: Class 42 contains 21307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420992.000000 Penalty: 145101.093750
Iteration 335Q: 43 clusters Score -1.96421e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 44556 members 
Mstep: Class 3 contains 37675 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39880 members 
Mstep: Class 7 contains 49336 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 41602 members 
Mstep: Class 10 contains 40003 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12263 members 
Mstep: Class 14 contains 50323 members 
Mstep: Class 15 contains 39873 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 44606 members 
Mstep: Class 19 contains 45103 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 40344 members 
Mstep: Class 23 contains 8255 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47578 members 
Mstep: Class 27 contains 45316 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42144 members 
Mstep: Class 32 contains 48483 members 
Mstep: Class 33 contains 70585 members 
Mstep: Class 34 contains 45233 members 
Mstep: Class 35 contains 40930 members 
Mstep: Class 36 contains 12972 members 
Mstep: Class 37 contains 38706 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44557 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43718 members 
Mstep: Class 42 contains 21520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420784.000000 Penalty: 145101.093750
Iteration 336Q: 43 clusters Score -1.964208e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 44584 members 
Mstep: Class 3 contains 37658 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39862 members 
Mstep: Class 7 contains 49321 members 
Mstep: Class 8 contains 13600 members 
Mstep: Class 9 contains 41599 members 
Mstep: Class 10 contains 39989 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50307 members 
Mstep: Class 15 contains 39843 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 25774 members 
Mstep: Class 18 contains 44614 members 
Mstep: Class 19 contains 45109 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 40359 members 
Mstep: Class 23 contains 8255 members 
Mstep: Class 24 contains 13628 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47569 members 
Mstep: Class 27 contains 45339 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 48485 members 
Mstep: Class 33 contains 70595 members 
Mstep: Class 34 contains 45491 members 
Mstep: Class 35 contains 40931 members 
Mstep: Class 36 contains 12931 members 
Mstep: Class 37 contains 38705 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44543 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43828 members 
Mstep: Class 42 contains 21659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420480.000000 Penalty: 145101.093750
Iteration 337Q: 43 clusters Score -1.964205e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 44589 members 
Mstep: Class 3 contains 37653 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 39851 members 
Mstep: Class 7 contains 49304 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 41600 members 
Mstep: Class 10 contains 39996 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50311 members 
Mstep: Class 15 contains 39790 members 
Mstep: Class 16 contains 9928 members 
Mstep: Class 17 contains 25374 members 
Mstep: Class 18 contains 44616 members 
Mstep: Class 19 contains 45093 members 
Mstep: Class 20 contains 16120 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 40367 members 
Mstep: Class 23 contains 8259 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47552 members 
Mstep: Class 27 contains 45350 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 42053 members 
Mstep: Class 32 contains 48483 members 
Mstep: Class 33 contains 70598 members 
Mstep: Class 34 contains 45818 members 
Mstep: Class 35 contains 40944 members 
Mstep: Class 36 contains 12906 members 
Mstep: Class 37 contains 38705 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44539 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43946 members 
Mstep: Class 42 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420176.000000 Penalty: 145101.093750
Iteration 338Q: 43 clusters Score -1.964202e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 44599 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39834 members 
Mstep: Class 7 contains 49280 members 
Mstep: Class 8 contains 13595 members 
Mstep: Class 9 contains 41600 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50300 members 
Mstep: Class 15 contains 39719 members 
Mstep: Class 16 contains 9922 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 44624 members 
Mstep: Class 19 contains 45087 members 
Mstep: Class 20 contains 16120 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 40389 members 
Mstep: Class 23 contains 8260 members 
Mstep: Class 24 contains 13621 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47564 members 
Mstep: Class 27 contains 45363 members 
Mstep: Class 28 contains 10463 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42035 members 
Mstep: Class 32 contains 48482 members 
Mstep: Class 33 contains 70600 members 
Mstep: Class 34 contains 46219 members 
Mstep: Class 35 contains 40936 members 
Mstep: Class 36 contains 12887 members 
Mstep: Class 37 contains 38707 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44538 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44071 members 
Mstep: Class 42 contains 21819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420160.000000 Penalty: 145101.093750
Iteration 339Q: 43 clusters Score -1.964202e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 44633 members 
Mstep: Class 3 contains 37626 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39824 members 
Mstep: Class 7 contains 49257 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 41593 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 9916 members 
Mstep: Class 17 contains 24513 members 
Mstep: Class 18 contains 44649 members 
Mstep: Class 19 contains 45054 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 40392 members 
Mstep: Class 23 contains 8265 members 
Mstep: Class 24 contains 13616 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47545 members 
Mstep: Class 27 contains 45360 members 
Mstep: Class 28 contains 10459 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42032 members 
Mstep: Class 32 contains 48481 members 
Mstep: Class 33 contains 70618 members 
Mstep: Class 34 contains 46654 members 
Mstep: Class 35 contains 40936 members 
Mstep: Class 36 contains 12852 members 
Mstep: Class 37 contains 38710 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44526 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44166 members 
Mstep: Class 42 contains 21853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420112.000000 Penalty: 145101.093750
Iteration 340F: 43 clusters Score -1.964201e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 44645 members 
Mstep: Class 3 contains 37604 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39833 members 
Mstep: Class 7 contains 49232 members 
Mstep: Class 8 contains 13594 members 
Mstep: Class 9 contains 41594 members 
Mstep: Class 10 contains 39986 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50286 members 
Mstep: Class 15 contains 39552 members 
Mstep: Class 16 contains 9910 members 
Mstep: Class 17 contains 24057 members 
Mstep: Class 18 contains 44672 members 
Mstep: Class 19 contains 45046 members 
Mstep: Class 20 contains 16120 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 40393 members 
Mstep: Class 23 contains 8266 members 
Mstep: Class 24 contains 13616 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47520 members 
Mstep: Class 27 contains 45349 members 
Mstep: Class 28 contains 10463 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42025 members 
Mstep: Class 32 contains 48477 members 
Mstep: Class 33 contains 70643 members 
Mstep: Class 34 contains 46312 members 
Mstep: Class 35 contains 40951 members 
Mstep: Class 36 contains 12810 members 
Mstep: Class 37 contains 38713 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44510 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44281 members 
Mstep: Class 42 contains 22727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420624.000000 Penalty: 145101.093750
Iteration 341Q: 43 clusters Score -1.964206e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 44668 members 
Mstep: Class 3 contains 37599 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39830 members 
Mstep: Class 7 contains 49215 members 
Mstep: Class 8 contains 13584 members 
Mstep: Class 9 contains 41593 members 
Mstep: Class 10 contains 39985 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50293 members 
Mstep: Class 15 contains 39442 members 
Mstep: Class 16 contains 9910 members 
Mstep: Class 17 contains 23630 members 
Mstep: Class 18 contains 44668 members 
Mstep: Class 19 contains 45025 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 40401 members 
Mstep: Class 23 contains 8269 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47487 members 
Mstep: Class 27 contains 45350 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42029 members 
Mstep: Class 32 contains 48477 members 
Mstep: Class 33 contains 70643 members 
Mstep: Class 34 contains 46026 members 
Mstep: Class 35 contains 40959 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 38717 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44492 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44359 members 
Mstep: Class 42 contains 23571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420304.000000 Penalty: 145101.093750
Iteration 342Q: 43 clusters Score -1.964203e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 44683 members 
Mstep: Class 3 contains 37584 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39816 members 
Mstep: Class 7 contains 49192 members 
Mstep: Class 8 contains 13573 members 
Mstep: Class 9 contains 41590 members 
Mstep: Class 10 contains 39974 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50294 members 
Mstep: Class 15 contains 39318 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 23218 members 
Mstep: Class 18 contains 44664 members 
Mstep: Class 19 contains 45001 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 40415 members 
Mstep: Class 23 contains 8265 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47492 members 
Mstep: Class 27 contains 45357 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42011 members 
Mstep: Class 32 contains 48478 members 
Mstep: Class 33 contains 70642 members 
Mstep: Class 34 contains 45862 members 
Mstep: Class 35 contains 40963 members 
Mstep: Class 36 contains 12716 members 
Mstep: Class 37 contains 38716 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44484 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44392 members 
Mstep: Class 42 contains 24392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420336.000000 Penalty: 145101.093750
Iteration 343Q: 43 clusters Score -1.964203e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 44715 members 
Mstep: Class 3 contains 37575 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39803 members 
Mstep: Class 7 contains 49177 members 
Mstep: Class 8 contains 13558 members 
Mstep: Class 9 contains 41593 members 
Mstep: Class 10 contains 39962 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50298 members 
Mstep: Class 15 contains 39186 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 22831 members 
Mstep: Class 18 contains 44665 members 
Mstep: Class 19 contains 44968 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 40406 members 
Mstep: Class 23 contains 8259 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47497 members 
Mstep: Class 27 contains 45360 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 42010 members 
Mstep: Class 32 contains 48479 members 
Mstep: Class 33 contains 70641 members 
Mstep: Class 34 contains 45700 members 
Mstep: Class 35 contains 40964 members 
Mstep: Class 36 contains 12662 members 
Mstep: Class 37 contains 38722 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44473 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44395 members 
Mstep: Class 42 contains 25198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420752.000000 Penalty: 145101.093750
Iteration 344Q: 43 clusters Score -1.964208e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 44737 members 
Mstep: Class 3 contains 37556 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39791 members 
Mstep: Class 7 contains 49164 members 
Mstep: Class 8 contains 13556 members 
Mstep: Class 9 contains 41592 members 
Mstep: Class 10 contains 39971 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50293 members 
Mstep: Class 15 contains 39065 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 22506 members 
Mstep: Class 18 contains 44681 members 
Mstep: Class 19 contains 44922 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 40413 members 
Mstep: Class 23 contains 8251 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47497 members 
Mstep: Class 27 contains 45361 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41997 members 
Mstep: Class 32 contains 48477 members 
Mstep: Class 33 contains 70635 members 
Mstep: Class 34 contains 45532 members 
Mstep: Class 35 contains 40962 members 
Mstep: Class 36 contains 12611 members 
Mstep: Class 37 contains 38730 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44454 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44365 members 
Mstep: Class 42 contains 25986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420464.000000 Penalty: 145101.093750
Iteration 345Q: 43 clusters Score -1.964205e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 44765 members 
Mstep: Class 3 contains 37548 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39785 members 
Mstep: Class 7 contains 49151 members 
Mstep: Class 8 contains 13557 members 
Mstep: Class 9 contains 41588 members 
Mstep: Class 10 contains 39975 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50276 members 
Mstep: Class 15 contains 38938 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 22218 members 
Mstep: Class 18 contains 44691 members 
Mstep: Class 19 contains 44900 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 40406 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 13616 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47494 members 
Mstep: Class 27 contains 45361 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41961 members 
Mstep: Class 32 contains 48474 members 
Mstep: Class 33 contains 70632 members 
Mstep: Class 34 contains 45363 members 
Mstep: Class 35 contains 40952 members 
Mstep: Class 36 contains 12557 members 
Mstep: Class 37 contains 38736 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44442 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44324 members 
Mstep: Class 42 contains 26767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420688.000000 Penalty: 145101.093750
Iteration 346Q: 43 clusters Score -1.964207e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 44763 members 
Mstep: Class 3 contains 37519 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39785 members 
Mstep: Class 7 contains 49144 members 
Mstep: Class 8 contains 13557 members 
Mstep: Class 9 contains 41586 members 
Mstep: Class 10 contains 39970 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50272 members 
Mstep: Class 15 contains 38815 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 21917 members 
Mstep: Class 18 contains 44697 members 
Mstep: Class 19 contains 44865 members 
Mstep: Class 20 contains 16109 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 40410 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47505 members 
Mstep: Class 27 contains 45352 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41939 members 
Mstep: Class 32 contains 48469 members 
Mstep: Class 33 contains 70635 members 
Mstep: Class 34 contains 45160 members 
Mstep: Class 35 contains 40959 members 
Mstep: Class 36 contains 12514 members 
Mstep: Class 37 contains 38739 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44426 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44243 members 
Mstep: Class 42 contains 27610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420704.000000 Penalty: 145101.093750
Iteration 347Q: 43 clusters Score -1.964207e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44791 members 
Mstep: Class 3 contains 37491 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39771 members 
Mstep: Class 7 contains 49143 members 
Mstep: Class 8 contains 13567 members 
Mstep: Class 9 contains 41581 members 
Mstep: Class 10 contains 39957 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 50264 members 
Mstep: Class 15 contains 38710 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 21615 members 
Mstep: Class 18 contains 44697 members 
Mstep: Class 19 contains 44841 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 40394 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47527 members 
Mstep: Class 27 contains 45346 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41928 members 
Mstep: Class 32 contains 48469 members 
Mstep: Class 33 contains 70644 members 
Mstep: Class 34 contains 44972 members 
Mstep: Class 35 contains 40970 members 
Mstep: Class 36 contains 12493 members 
Mstep: Class 37 contains 38737 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44413 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44136 members 
Mstep: Class 42 contains 28397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421184.000000 Penalty: 145101.093750
Iteration 348Q: 43 clusters Score -1.964212e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 44805 members 
Mstep: Class 3 contains 37481 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39772 members 
Mstep: Class 7 contains 49142 members 
Mstep: Class 8 contains 13569 members 
Mstep: Class 9 contains 41577 members 
Mstep: Class 10 contains 39948 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 50261 members 
Mstep: Class 15 contains 38623 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 21350 members 
Mstep: Class 18 contains 44697 members 
Mstep: Class 19 contains 44809 members 
Mstep: Class 20 contains 16100 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40390 members 
Mstep: Class 23 contains 8251 members 
Mstep: Class 24 contains 13623 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47525 members 
Mstep: Class 27 contains 45349 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41917 members 
Mstep: Class 32 contains 48466 members 
Mstep: Class 33 contains 70634 members 
Mstep: Class 34 contains 44754 members 
Mstep: Class 35 contains 40975 members 
Mstep: Class 36 contains 12496 members 
Mstep: Class 37 contains 38728 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44404 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44015 members 
Mstep: Class 42 contains 29173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421136.000000 Penalty: 145101.093750
Iteration 349Q: 43 clusters Score -1.964211e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44831 members 
Mstep: Class 3 contains 37444 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39772 members 
Mstep: Class 7 contains 49140 members 
Mstep: Class 8 contains 13579 members 
Mstep: Class 9 contains 41573 members 
Mstep: Class 10 contains 39954 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 50249 members 
Mstep: Class 15 contains 38549 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 21088 members 
Mstep: Class 18 contains 44704 members 
Mstep: Class 19 contains 44791 members 
Mstep: Class 20 contains 16098 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40379 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47505 members 
Mstep: Class 27 contains 45343 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41901 members 
Mstep: Class 32 contains 48466 members 
Mstep: Class 33 contains 70622 members 
Mstep: Class 34 contains 44629 members 
Mstep: Class 35 contains 40986 members 
Mstep: Class 36 contains 12480 members 
Mstep: Class 37 contains 38726 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44386 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43829 members 
Mstep: Class 42 contains 29939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421328.000000 Penalty: 145101.093750
Iteration 350Q: 43 clusters Score -1.964213e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 44832 members 
Mstep: Class 3 contains 37415 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39791 members 
Mstep: Class 7 contains 49147 members 
Mstep: Class 8 contains 13584 members 
Mstep: Class 9 contains 41573 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 50234 members 
Mstep: Class 15 contains 38504 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 20819 members 
Mstep: Class 18 contains 44712 members 
Mstep: Class 19 contains 44757 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40368 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13628 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47486 members 
Mstep: Class 27 contains 45324 members 
Mstep: Class 28 contains 10444 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41879 members 
Mstep: Class 32 contains 48466 members 
Mstep: Class 33 contains 70610 members 
Mstep: Class 34 contains 44590 members 
Mstep: Class 35 contains 40998 members 
Mstep: Class 36 contains 12461 members 
Mstep: Class 37 contains 38724 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44368 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43590 members 
Mstep: Class 42 contains 30685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421344.000000 Penalty: 145101.093750
Iteration 351Q: 43 clusters Score -1.964213e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44818 members 
Mstep: Class 3 contains 37379 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39787 members 
Mstep: Class 7 contains 49156 members 
Mstep: Class 8 contains 13583 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 10 contains 39949 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 50219 members 
Mstep: Class 15 contains 38462 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 20518 members 
Mstep: Class 18 contains 44714 members 
Mstep: Class 19 contains 44734 members 
Mstep: Class 20 contains 16094 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40385 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47487 members 
Mstep: Class 27 contains 45314 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41860 members 
Mstep: Class 32 contains 48460 members 
Mstep: Class 33 contains 70620 members 
Mstep: Class 34 contains 44602 members 
Mstep: Class 35 contains 41005 members 
Mstep: Class 36 contains 12420 members 
Mstep: Class 37 contains 38727 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44368 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43350 members 
Mstep: Class 42 contains 31386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420912.000000 Penalty: 145101.093750
Iteration 352Q: 43 clusters Score -1.964209e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 44815 members 
Mstep: Class 3 contains 37345 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39786 members 
Mstep: Class 7 contains 49175 members 
Mstep: Class 8 contains 13577 members 
Mstep: Class 9 contains 41574 members 
Mstep: Class 10 contains 39939 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 50203 members 
Mstep: Class 15 contains 38415 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 20197 members 
Mstep: Class 18 contains 44718 members 
Mstep: Class 19 contains 44687 members 
Mstep: Class 20 contains 16094 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40374 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 13631 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47474 members 
Mstep: Class 27 contains 45298 members 
Mstep: Class 28 contains 10447 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41839 members 
Mstep: Class 32 contains 48458 members 
Mstep: Class 33 contains 70636 members 
Mstep: Class 34 contains 44708 members 
Mstep: Class 35 contains 41019 members 
Mstep: Class 36 contains 12411 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44359 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43122 members 
Mstep: Class 42 contains 32010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421168.000000 Penalty: 145101.093750
Iteration 353Q: 43 clusters Score -1.964212e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 44814 members 
Mstep: Class 3 contains 37297 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39787 members 
Mstep: Class 7 contains 49178 members 
Mstep: Class 8 contains 13579 members 
Mstep: Class 9 contains 41578 members 
Mstep: Class 10 contains 39930 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 50199 members 
Mstep: Class 15 contains 38379 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 19863 members 
Mstep: Class 18 contains 44711 members 
Mstep: Class 19 contains 44659 members 
Mstep: Class 20 contains 16091 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40362 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13633 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47470 members 
Mstep: Class 27 contains 45285 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41808 members 
Mstep: Class 32 contains 48457 members 
Mstep: Class 33 contains 70653 members 
Mstep: Class 34 contains 44821 members 
Mstep: Class 35 contains 41029 members 
Mstep: Class 36 contains 12395 members 
Mstep: Class 37 contains 38739 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44352 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42927 members 
Mstep: Class 42 contains 32605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421136.000000 Penalty: 145101.093750
Iteration 354Q: 43 clusters Score -1.964211e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 44840 members 
Mstep: Class 3 contains 37229 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39778 members 
Mstep: Class 7 contains 49178 members 
Mstep: Class 8 contains 13565 members 
Mstep: Class 9 contains 41575 members 
Mstep: Class 10 contains 39924 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12256 members 
Mstep: Class 14 contains 50195 members 
Mstep: Class 15 contains 38344 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 19503 members 
Mstep: Class 18 contains 44719 members 
Mstep: Class 19 contains 44629 members 
Mstep: Class 20 contains 16088 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40354 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13640 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47459 members 
Mstep: Class 27 contains 45267 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41776 members 
Mstep: Class 32 contains 48454 members 
Mstep: Class 33 contains 70672 members 
Mstep: Class 34 contains 44958 members 
Mstep: Class 35 contains 41042 members 
Mstep: Class 36 contains 12391 members 
Mstep: Class 37 contains 38738 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44341 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42734 members 
Mstep: Class 42 contains 33198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421200.000000 Penalty: 145101.093750
Iteration 355Q: 43 clusters Score -1.964212e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 44863 members 
Mstep: Class 3 contains 37166 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39771 members 
Mstep: Class 7 contains 49174 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 9 contains 41571 members 
Mstep: Class 10 contains 39923 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12256 members 
Mstep: Class 14 contains 50186 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 19164 members 
Mstep: Class 18 contains 44715 members 
Mstep: Class 19 contains 44627 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40348 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 13640 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47449 members 
Mstep: Class 27 contains 45237 members 
Mstep: Class 28 contains 10431 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41746 members 
Mstep: Class 32 contains 48450 members 
Mstep: Class 33 contains 70686 members 
Mstep: Class 34 contains 45004 members 
Mstep: Class 35 contains 41055 members 
Mstep: Class 36 contains 12391 members 
Mstep: Class 37 contains 38738 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44333 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42522 members 
Mstep: Class 42 contains 33864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421648.000000 Penalty: 145101.093750
Iteration 356Q: 43 clusters Score -1.964216e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 44883 members 
Mstep: Class 3 contains 37107 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39751 members 
Mstep: Class 7 contains 49167 members 
Mstep: Class 8 contains 13560 members 
Mstep: Class 9 contains 41568 members 
Mstep: Class 10 contains 39932 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 50186 members 
Mstep: Class 15 contains 38279 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18852 members 
Mstep: Class 18 contains 44719 members 
Mstep: Class 19 contains 44612 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 40331 members 
Mstep: Class 23 contains 8253 members 
Mstep: Class 24 contains 13637 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47456 members 
Mstep: Class 27 contains 45213 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41728 members 
Mstep: Class 32 contains 48442 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 45013 members 
Mstep: Class 35 contains 41057 members 
Mstep: Class 36 contains 12385 members 
Mstep: Class 37 contains 38735 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44328 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42309 members 
Mstep: Class 42 contains 34529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421360.000000 Penalty: 145101.093750
Iteration 357Q: 43 clusters Score -1.964214e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44888 members 
Mstep: Class 3 contains 37089 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39742 members 
Mstep: Class 7 contains 49158 members 
Mstep: Class 8 contains 13551 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 39933 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 50184 members 
Mstep: Class 15 contains 38246 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18545 members 
Mstep: Class 18 contains 44715 members 
Mstep: Class 19 contains 44594 members 
Mstep: Class 20 contains 16082 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40349 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13633 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47459 members 
Mstep: Class 27 contains 45194 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41679 members 
Mstep: Class 32 contains 48434 members 
Mstep: Class 33 contains 70714 members 
Mstep: Class 34 contains 45010 members 
Mstep: Class 35 contains 41062 members 
Mstep: Class 36 contains 12397 members 
Mstep: Class 37 contains 38740 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44320 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42085 members 
Mstep: Class 42 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421488.000000 Penalty: 145101.093750
Iteration 358Q: 43 clusters Score -1.964215e+08 nChanged 2194
Entering ConstructFrom: 
Score: -196421488.000000 Penalty: 145101.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Entering Unmasked Estep 
Score: -2915479.250000 Penalty: 2409.346680
	Iteration 0F: 2 clusters Score -2915479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2903649.250000 Penalty: 4818.693359
	Iteration 0F: 3 clusters Score -2903649 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2907690.000000 Penalty: 4818.693359
	Iteration 1F: 3 clusters Score -2907690 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2908176.250000 Penalty: 4818.693359
	Iteration 2F: 3 clusters Score -2908176 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2908582.250000 Penalty: 4818.693359
	Iteration 3F: 3 clusters Score -2908582 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2909019.500000 Penalty: 4818.693359
	Iteration 4F: 3 clusters Score -2909020 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2909457.750000 Penalty: 4818.693359
	Iteration 5Q: 3 clusters Score -2909458 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2909862.750000 Penalty: 4818.693359
	Iteration 6Q: 3 clusters Score -2909863 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2910283.500000 Penalty: 4818.693359
	Iteration 7Q: 3 clusters Score -2910284 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2910713.500000 Penalty: 4818.693359
	Iteration 8Q: 3 clusters Score -2910714 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2911131.250000 Penalty: 4818.693359
	Iteration 9Q: 3 clusters Score -2911131 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2911602.750000 Penalty: 4818.693359
	Iteration 10Q: 3 clusters Score -2911603 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2911928.750000 Penalty: 4818.693359
	Iteration 11Q: 3 clusters Score -2911929 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2912142.000000 Penalty: 4818.693359
	Iteration 12Q: 3 clusters Score -2912142 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2912317.000000 Penalty: 4818.693359
	Iteration 13Q: 3 clusters Score -2912317 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2912472.500000 Penalty: 4818.693359
	Iteration 14Q: 3 clusters Score -2912472 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2912578.500000 Penalty: 4818.693359
	Iteration 15Q: 3 clusters Score -2912578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2912652.250000 Penalty: 4818.693359
	Iteration 16Q: 3 clusters Score -2912652 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2912748.500000 Penalty: 4818.693359
	Iteration 17Q: 3 clusters Score -2912748 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2912831.250000 Penalty: 4818.693359
	Iteration 18Q: 3 clusters Score -2912831 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2912907.250000 Penalty: 4818.693359
	Iteration 19Q: 3 clusters Score -2912907 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2912969.500000 Penalty: 4818.693359
	Iteration 20F: 3 clusters Score -2912970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2913017.500000 Penalty: 4818.693359
	Iteration 21Q: 3 clusters Score -2913018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2913054.500000 Penalty: 4818.693359
	Iteration 22Q: 3 clusters Score -2913054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2913081.750000 Penalty: 4818.693359
	Iteration 23Q: 3 clusters Score -2913082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2913105.250000 Penalty: 4818.693359
	Iteration 24Q: 3 clusters Score -2913105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2913123.250000 Penalty: 4818.693359
	Iteration 25Q: 3 clusters Score -2913123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2913135.250000 Penalty: 4818.693359
	Iteration 26Q: 3 clusters Score -2913135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2913143.750000 Penalty: 4818.693359
	Iteration 27Q: 3 clusters Score -2913144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2913157.750000 Penalty: 4818.693359
	Iteration 28Q: 3 clusters Score -2913158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2913167.000000 Penalty: 4818.693359
	Iteration 29Q: 3 clusters Score -2913167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2913176.250000 Penalty: 4818.693359
	Iteration 30Q: 3 clusters Score -2913176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2913185.500000 Penalty: 4818.693359
	Iteration 31Q: 3 clusters Score -2913186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2913198.250000 Penalty: 4818.693359
	Iteration 32Q: 3 clusters Score -2913198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2913215.500000 Penalty: 4818.693359
	Iteration 33Q: 3 clusters Score -2913216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2913221.250000 Penalty: 4818.693359
	Iteration 34Q: 3 clusters Score -2913221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2913232.000000 Penalty: 4818.693359
	Iteration 35Q: 3 clusters Score -2913232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2913238.750000 Penalty: 4818.693359
	Iteration 36Q: 3 clusters Score -2913239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2913248.750000 Penalty: 4818.693359
	Iteration 37Q: 3 clusters Score -2913249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2913257.750000 Penalty: 4818.693359
	Iteration 38Q: 3 clusters Score -2913258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2913260.750000 Penalty: 4818.693359
	Iteration 39Q: 3 clusters Score -2913261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2913273.000000 Penalty: 4818.693359
	Iteration 40F: 3 clusters Score -2913273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2913279.750000 Penalty: 4818.693359
	Iteration 41Q: 3 clusters Score -2913280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2913290.000000 Penalty: 4818.693359
	Iteration 42Q: 3 clusters Score -2913290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2913294.000000 Penalty: 4818.693359
	Iteration 43Q: 3 clusters Score -2913294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2913293.250000 Penalty: 4818.693359
	Iteration 44Q: 3 clusters Score -2913293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2913297.750000 Penalty: 4818.693359
	Iteration 45Q: 3 clusters Score -2913298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2913304.000000 Penalty: 4818.693359
	Iteration 46Q: 3 clusters Score -2913304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2913308.750000 Penalty: 4818.693359
	Iteration 47Q: 3 clusters Score -2913309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2913311.500000 Penalty: 4818.693359
	Iteration 48Q: 3 clusters Score -2913312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2913315.000000 Penalty: 4818.693359
	Iteration 49Q: 3 clusters Score -2913315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2913313.500000 Penalty: 4818.693359
	Iteration 50Q: 3 clusters Score -2913314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2913315.000000 Penalty: 4818.693359
	Iteration 51Q: 3 clusters Score -2913315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2913321.750000 Penalty: 4818.693359
	Iteration 52Q: 3 clusters Score -2913322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2913332.250000 Penalty: 4818.693359
	Iteration 53Q: 3 clusters Score -2913332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2913332.750000 Penalty: 4818.693359
	Iteration 54Q: 3 clusters Score -2913333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2913335.500000 Penalty: 4818.693359
	Iteration 55Q: 3 clusters Score -2913336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2913340.000000 Penalty: 4818.693359
	Iteration 56Q: 3 clusters Score -2913340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2913344.000000 Penalty: 4818.693359
	Iteration 57Q: 3 clusters Score -2913344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2913343.500000 Penalty: 4818.693359
	Iteration 58Q: 3 clusters Score -2913344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2913346.500000 Penalty: 4818.693359
	Iteration 59Q: 3 clusters Score -2913346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2913346.500000 Penalty: 4818.693359
	Iteration 60F: 3 clusters Score -2913346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Entering Unmasked Estep 
Score: -8121757.000000 Penalty: 2656.596191
	Iteration 0F: 2 clusters Score -8121757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -8092359.000000 Penalty: 5313.192383
	Iteration 0F: 3 clusters Score -8092359 nChanged 20601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8103646.500000 Penalty: 5313.192383
	Iteration 1F: 3 clusters Score -8103646 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -8104051.500000 Penalty: 5313.192383
	Iteration 2Q: 3 clusters Score -8104052 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8104413.000000 Penalty: 5313.192383
	Iteration 3Q: 3 clusters Score -8104413 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -8104687.000000 Penalty: 5313.192383
	Iteration 4Q: 3 clusters Score -8104687 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -8104920.500000 Penalty: 5313.192383
	Iteration 5Q: 3 clusters Score -8104920 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -8105205.000000 Penalty: 5313.192383
	Iteration 6Q: 3 clusters Score -8105205 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -8105461.500000 Penalty: 5313.192383
	Iteration 7Q: 3 clusters Score -8105462 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -8105851.000000 Penalty: 5313.192383
	Iteration 8Q: 3 clusters Score -8105851 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -8106328.500000 Penalty: 5313.192383
	Iteration 9Q: 3 clusters Score -8106328 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -8107034.500000 Penalty: 5313.192383
	Iteration 10Q: 3 clusters Score -8107034 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -8108077.000000 Penalty: 5313.192383
	Iteration 11Q: 3 clusters Score -8108077 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -8109735.000000 Penalty: 5313.192383
	Iteration 12F: 3 clusters Score -8109735 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -8111972.000000 Penalty: 5313.192383
	Iteration 13F: 3 clusters Score -8111972 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -8114742.500000 Penalty: 5313.192383
	Iteration 14F: 3 clusters Score -8114742 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8117140.000000 Penalty: 5313.192383
	Iteration 15F: 3 clusters Score -8117140 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8118418.000000 Penalty: 5313.192383
	Iteration 16Q: 3 clusters Score -8118418 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8118966.500000 Penalty: 5313.192383
	Iteration 17Q: 3 clusters Score -8118966 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8119200.000000 Penalty: 5313.192383
	Iteration 18Q: 3 clusters Score -8119200 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8119319.000000 Penalty: 5313.192383
	Iteration 19Q: 3 clusters Score -8119319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8119376.000000 Penalty: 5313.192383
	Iteration 20F: 3 clusters Score -8119376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8119414.500000 Penalty: 5313.192383
	Iteration 21Q: 3 clusters Score -8119414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8119429.000000 Penalty: 5313.192383
	Iteration 22Q: 3 clusters Score -8119429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8119450.000000 Penalty: 5313.192383
	Iteration 23Q: 3 clusters Score -8119450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8119480.500000 Penalty: 5313.192383
	Iteration 24Q: 3 clusters Score -8119480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8119483.500000 Penalty: 5313.192383
	Iteration 25Q: 3 clusters Score -8119484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8119488.500000 Penalty: 5313.192383
	Iteration 26Q: 3 clusters Score -8119488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8119488.500000 Penalty: 5313.192383
	Iteration 27F: 3 clusters Score -8119488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Entering Unmasked Estep 
Score: -6609451.000000 Penalty: 2609.199951
	Iteration 0F: 2 clusters Score -6609451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -6584202.000000 Penalty: 5218.399902
	Iteration 0F: 3 clusters Score -6584202 nChanged 17000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -6593626.000000 Penalty: 5218.399902
	Iteration 1F: 3 clusters Score -6593626 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -6594386.000000 Penalty: 5218.399902
	Iteration 2Q: 3 clusters Score -6594386 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -6595306.000000 Penalty: 5218.399902
	Iteration 3F: 3 clusters Score -6595306 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -6596496.500000 Penalty: 5218.399902
	Iteration 4F: 3 clusters Score -6596496 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -6597952.500000 Penalty: 5218.399902
	Iteration 5F: 3 clusters Score -6597952 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6599719.000000 Penalty: 5218.399902
	Iteration 6F: 3 clusters Score -6599719 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -6601618.500000 Penalty: 5218.399902
	Iteration 7F: 3 clusters Score -6601618 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -6603418.000000 Penalty: 5218.399902
	Iteration 8F: 3 clusters Score -6603418 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6604888.500000 Penalty: 5218.399902
	Iteration 9Q: 3 clusters Score -6604888 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -6605848.500000 Penalty: 5218.399902
	Iteration 10Q: 3 clusters Score -6605848 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -6606343.000000 Penalty: 5218.399902
	Iteration 11Q: 3 clusters Score -6606343 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -6606597.500000 Penalty: 5218.399902
	Iteration 12Q: 3 clusters Score -6606598 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -6606783.500000 Penalty: 5218.399902
	Iteration 13Q: 3 clusters Score -6606784 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -6606943.500000 Penalty: 5218.399902
	Iteration 14Q: 3 clusters Score -6606944 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -6607029.000000 Penalty: 5218.399902
	Iteration 15Q: 3 clusters Score -6607029 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -6607078.500000 Penalty: 5218.399902
	Iteration 16Q: 3 clusters Score -6607078 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -6607152.000000 Penalty: 5218.399902
	Iteration 17Q: 3 clusters Score -6607152 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -6607207.500000 Penalty: 5218.399902
	Iteration 18Q: 3 clusters Score -6607208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -6607262.500000 Penalty: 5218.399902
	Iteration 19Q: 3 clusters Score -6607262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -6607299.500000 Penalty: 5218.399902
	Iteration 20F: 3 clusters Score -6607300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -6607333.000000 Penalty: 5218.399902
	Iteration 21Q: 3 clusters Score -6607333 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -6607382.000000 Penalty: 5218.399902
	Iteration 22Q: 3 clusters Score -6607382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6607399.000000 Penalty: 5218.399902
	Iteration 23Q: 3 clusters Score -6607399 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -6607407.000000 Penalty: 5218.399902
	Iteration 24Q: 3 clusters Score -6607407 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -6607419.000000 Penalty: 5218.399902
	Iteration 25Q: 3 clusters Score -6607419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -6607425.500000 Penalty: 5218.399902
	Iteration 26Q: 3 clusters Score -6607426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -6607448.000000 Penalty: 5218.399902
	Iteration 27Q: 3 clusters Score -6607448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -6607458.500000 Penalty: 5218.399902
	Iteration 28Q: 3 clusters Score -6607458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -6607476.500000 Penalty: 5218.399902
	Iteration 29Q: 3 clusters Score -6607476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -6607477.500000 Penalty: 5218.399902
	Iteration 30Q: 3 clusters Score -6607478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -6607483.500000 Penalty: 5218.399902
	Iteration 31Q: 3 clusters Score -6607484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -6607497.500000 Penalty: 5218.399902
	Iteration 32Q: 3 clusters Score -6607498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -6607503.000000 Penalty: 5218.399902
	Iteration 33Q: 3 clusters Score -6607503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -6607504.000000 Penalty: 5218.399902
	Iteration 34Q: 3 clusters Score -6607504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -6607505.500000 Penalty: 5218.399902
	Iteration 35Q: 3 clusters Score -6607506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -6607499.000000 Penalty: 5218.399902
	Iteration 36Q: 3 clusters Score -6607499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -6607491.500000 Penalty: 5218.399902
	Iteration 37Q: 3 clusters Score -6607492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -6607493.500000 Penalty: 5218.399902
	Iteration 38Q: 3 clusters Score -6607494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -6607490.500000 Penalty: 5218.399902
	Iteration 39Q: 3 clusters Score -6607490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -6607495.000000 Penalty: 5218.399902
	Iteration 40F: 3 clusters Score -6607495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -6607507.500000 Penalty: 5218.399902
	Iteration 41Q: 3 clusters Score -6607508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -6607510.000000 Penalty: 5218.399902
	Iteration 42Q: 3 clusters Score -6607510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -6607504.500000 Penalty: 5218.399902
	Iteration 43Q: 3 clusters Score -6607504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -6607512.500000 Penalty: 5218.399902
	Iteration 44Q: 3 clusters Score -6607512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -6607507.000000 Penalty: 5218.399902
	Iteration 45Q: 3 clusters Score -6607507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -6607520.000000 Penalty: 5218.399902
	Iteration 46Q: 3 clusters Score -6607520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -6607516.500000 Penalty: 5218.399902
	Iteration 47Q: 3 clusters Score -6607516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -6607525.000000 Penalty: 5218.399902
	Iteration 48Q: 3 clusters Score -6607525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6607528.500000 Penalty: 5218.399902
	Iteration 49Q: 3 clusters Score -6607528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -6607530.500000 Penalty: 5218.399902
	Iteration 50Q: 3 clusters Score -6607530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -6607527.000000 Penalty: 5218.399902
	Iteration 51Q: 3 clusters Score -6607527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -6607530.500000 Penalty: 5218.399902
	Iteration 52Q: 3 clusters Score -6607530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -6607524.000000 Penalty: 5218.399902
	Iteration 53Q: 3 clusters Score -6607524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -6607522.500000 Penalty: 5218.399902
	Iteration 54Q: 3 clusters Score -6607522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -6607530.500000 Penalty: 5218.399902
	Iteration 55Q: 3 clusters Score -6607530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -6607529.500000 Penalty: 5218.399902
	Iteration 56Q: 3 clusters Score -6607530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -6607532.000000 Penalty: 5218.399902
	Iteration 57Q: 3 clusters Score -6607532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -6607534.500000 Penalty: 5218.399902
	Iteration 58Q: 3 clusters Score -6607534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -6607529.500000 Penalty: 5218.399902
	Iteration 59Q: 3 clusters Score -6607530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -6607531.000000 Penalty: 5218.399902
	Iteration 60F: 3 clusters Score -6607531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -6607540.500000 Penalty: 5218.399902
	Iteration 61Q: 3 clusters Score -6607540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -6607550.000000 Penalty: 5218.399902
	Iteration 62Q: 3 clusters Score -6607550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -6607550.500000 Penalty: 5218.399902
	Iteration 63Q: 3 clusters Score -6607550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -6607556.500000 Penalty: 5218.399902
	Iteration 64Q: 3 clusters Score -6607556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6607557.500000 Penalty: 5218.399902
	Iteration 65Q: 3 clusters Score -6607558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -6607555.500000 Penalty: 5218.399902
	Iteration 66Q: 3 clusters Score -6607556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -6607561.000000 Penalty: 5218.399902
	Iteration 67Q: 3 clusters Score -6607561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -6607558.000000 Penalty: 5218.399902
	Iteration 68Q: 3 clusters Score -6607558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6607558.500000 Penalty: 5218.399902
	Iteration 69Q: 3 clusters Score -6607558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6607558.500000 Penalty: 5218.399902
	Iteration 70F: 3 clusters Score -6607558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -762722.125000 Penalty: 2085.195801
	Iteration 0F: 2 clusters Score -762722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -758557.375000 Penalty: 4170.391602
	Iteration 0F: 3 clusters Score -758557.4 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -759558.187500 Penalty: 4170.391602
	Iteration 1F: 3 clusters Score -759558.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -759756.062500 Penalty: 4170.391602
	Iteration 2F: 3 clusters Score -759756.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -759895.125000 Penalty: 4170.391602
	Iteration 3Q: 3 clusters Score -759895.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -759988.687500 Penalty: 4170.391602
	Iteration 4Q: 3 clusters Score -759988.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -760063.812500 Penalty: 4170.391602
	Iteration 5Q: 3 clusters Score -760063.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -760115.312500 Penalty: 4170.391602
	Iteration 6Q: 3 clusters Score -760115.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -760176.937500 Penalty: 4170.391602
	Iteration 7Q: 3 clusters Score -760176.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -760238.000000 Penalty: 4170.391602
	Iteration 8Q: 3 clusters Score -760238 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -760306.937500 Penalty: 4170.391602
	Iteration 9Q: 3 clusters Score -760306.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -760379.500000 Penalty: 4170.391602
	Iteration 10Q: 3 clusters Score -760379.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -760485.812500 Penalty: 4170.391602
	Iteration 11Q: 3 clusters Score -760485.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -760613.250000 Penalty: 4170.391602
	Iteration 12Q: 3 clusters Score -760613.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -760777.062500 Penalty: 4170.391602
	Iteration 13Q: 3 clusters Score -760777.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -760931.062500 Penalty: 4170.391602
	Iteration 14Q: 3 clusters Score -760931.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -761066.250000 Penalty: 4170.391602
	Iteration 15Q: 3 clusters Score -761066.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -761217.312500 Penalty: 4170.391602
	Iteration 16Q: 3 clusters Score -761217.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -761365.687500 Penalty: 4170.391602
	Iteration 17Q: 3 clusters Score -761365.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -761471.875000 Penalty: 4170.391602
	Iteration 18Q: 3 clusters Score -761471.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -761539.500000 Penalty: 4170.391602
	Iteration 19Q: 3 clusters Score -761539.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -761579.687500 Penalty: 4170.391602
	Iteration 20F: 3 clusters Score -761579.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -761607.812500 Penalty: 4170.391602
	Iteration 21Q: 3 clusters Score -761607.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -761629.250000 Penalty: 4170.391602
	Iteration 22Q: 3 clusters Score -761629.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -761654.250000 Penalty: 4170.391602
	Iteration 23Q: 3 clusters Score -761654.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -761664.500000 Penalty: 4170.391602
	Iteration 24Q: 3 clusters Score -761664.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -761669.187500 Penalty: 4170.391602
	Iteration 25Q: 3 clusters Score -761669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -761673.062500 Penalty: 4170.391602
	Iteration 26Q: 3 clusters Score -761673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -761675.187500 Penalty: 4170.391602
	Iteration 27Q: 3 clusters Score -761675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -761678.687500 Penalty: 4170.391602
	Iteration 28Q: 3 clusters Score -761678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -761680.250000 Penalty: 4170.391602
	Iteration 29Q: 3 clusters Score -761680.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -761683.375000 Penalty: 4170.391602
	Iteration 30Q: 3 clusters Score -761683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -761684.500000 Penalty: 4170.391602
	Iteration 31Q: 3 clusters Score -761684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -761686.437500 Penalty: 4170.391602
	Iteration 32Q: 3 clusters Score -761686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -761686.937500 Penalty: 4170.391602
	Iteration 33Q: 3 clusters Score -761686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -761688.375000 Penalty: 4170.391602
	Iteration 34Q: 3 clusters Score -761688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -761689.375000 Penalty: 4170.391602
	Iteration 35Q: 3 clusters Score -761689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -761689.875000 Penalty: 4170.391602
	Iteration 36Q: 3 clusters Score -761689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -761691.687500 Penalty: 4170.391602
	Iteration 37Q: 3 clusters Score -761691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -761690.250000 Penalty: 4170.391602
	Iteration 38Q: 3 clusters Score -761690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -761690.250000 Penalty: 4170.391602
	Iteration 39F: 3 clusters Score -761690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -449262.125000 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -449262.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -446195.906250 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -446195.9 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -446955.000000 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -446955 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -447242.062500 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -447242.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -447413.218750 Penalty: 3918.164307
	Iteration 3F: 3 clusters Score -447413.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -447538.781250 Penalty: 3918.164307
	Iteration 4Q: 3 clusters Score -447538.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -447627.656250 Penalty: 3918.164307
	Iteration 5Q: 3 clusters Score -447627.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -447685.406250 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -447685.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -447730.593750 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -447730.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -447763.000000 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -447763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -447799.281250 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -447799.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -447822.968750 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -447823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -447851.187500 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -447851.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -447866.906250 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -447866.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -447879.843750 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -447879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -447888.468750 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -447888.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -447892.187500 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -447892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -447894.468750 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -447894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -447896.875000 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -447896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -447896.875000 Penalty: 3918.164307
	Iteration 18F: 3 clusters Score -447896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Entering Unmasked Estep 
Score: -7134779.000000 Penalty: 2626.291992
	Iteration 0F: 2 clusters Score -7134779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -7108234.500000 Penalty: 5252.583984
	Iteration 0F: 3 clusters Score -7108234 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -7117814.500000 Penalty: 5252.583984
	Iteration 1F: 3 clusters Score -7117814 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -7118258.500000 Penalty: 5252.583984
	Iteration 2Q: 3 clusters Score -7118258 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -7118712.500000 Penalty: 5252.583984
	Iteration 3Q: 3 clusters Score -7118712 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -7119349.500000 Penalty: 5252.583984
	Iteration 4Q: 3 clusters Score -7119350 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -7120292.000000 Penalty: 5252.583984
	Iteration 5Q: 3 clusters Score -7120292 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -7121388.000000 Penalty: 5252.583984
	Iteration 6Q: 3 clusters Score -7121388 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -7122655.500000 Penalty: 5252.583984
	Iteration 7Q: 3 clusters Score -7122656 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -7123942.000000 Penalty: 5252.583984
	Iteration 8Q: 3 clusters Score -7123942 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -7125514.000000 Penalty: 5252.583984
	Iteration 9F: 3 clusters Score -7125514 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -7127179.000000 Penalty: 5252.583984
	Iteration 10F: 3 clusters Score -7127179 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -7128733.500000 Penalty: 5252.583984
	Iteration 11F: 3 clusters Score -7128734 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -7130082.000000 Penalty: 5252.583984
	Iteration 12F: 3 clusters Score -7130082 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -7131222.000000 Penalty: 5252.583984
	Iteration 13Q: 3 clusters Score -7131222 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -7131972.000000 Penalty: 5252.583984
	Iteration 14Q: 3 clusters Score -7131972 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -7132414.000000 Penalty: 5252.583984
	Iteration 15Q: 3 clusters Score -7132414 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -7132647.500000 Penalty: 5252.583984
	Iteration 16Q: 3 clusters Score -7132648 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -7132761.500000 Penalty: 5252.583984
	Iteration 17Q: 3 clusters Score -7132762 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -7132879.500000 Penalty: 5252.583984
	Iteration 18Q: 3 clusters Score -7132880 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -7132902.000000 Penalty: 5252.583984
	Iteration 19Q: 3 clusters Score -7132902 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -7132922.000000 Penalty: 5252.583984
	Iteration 20F: 3 clusters Score -7132922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -7132947.500000 Penalty: 5252.583984
	Iteration 21Q: 3 clusters Score -7132948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -7132968.000000 Penalty: 5252.583984
	Iteration 22Q: 3 clusters Score -7132968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -7132959.000000 Penalty: 5252.583984
	Iteration 23Q: 3 clusters Score -7132959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -7132976.000000 Penalty: 5252.583984
	Iteration 24Q: 3 clusters Score -7132976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7132978.500000 Penalty: 5252.583984
	Iteration 25Q: 3 clusters Score -7132978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -7132986.000000 Penalty: 5252.583984
	Iteration 26Q: 3 clusters Score -7132986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7132985.000000 Penalty: 5252.583984
	Iteration 27Q: 3 clusters Score -7132985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -7132990.000000 Penalty: 5252.583984
	Iteration 28Q: 3 clusters Score -7132990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -7132997.500000 Penalty: 5252.583984
	Iteration 29Q: 3 clusters Score -7132998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7133002.000000 Penalty: 5252.583984
	Iteration 30Q: 3 clusters Score -7133002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -7132997.000000 Penalty: 5252.583984
	Iteration 31Q: 3 clusters Score -7132997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -7133006.000000 Penalty: 5252.583984
	Iteration 32Q: 3 clusters Score -7133006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -7133003.500000 Penalty: 5252.583984
	Iteration 33Q: 3 clusters Score -7133004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7133005.000000 Penalty: 5252.583984
	Iteration 34Q: 3 clusters Score -7133005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -7133011.000000 Penalty: 5252.583984
	Iteration 35Q: 3 clusters Score -7133011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -7133004.000000 Penalty: 5252.583984
	Iteration 36Q: 3 clusters Score -7133004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -7133018.000000 Penalty: 5252.583984
	Iteration 37Q: 3 clusters Score -7133018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -7133011.000000 Penalty: 5252.583984
	Iteration 38Q: 3 clusters Score -7133011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -7133017.500000 Penalty: 5252.583984
	Iteration 39Q: 3 clusters Score -7133018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7133019.500000 Penalty: 5252.583984
	Iteration 40F: 3 clusters Score -7133020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -7133024.500000 Penalty: 5252.583984
	Iteration 41Q: 3 clusters Score -7133024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -7133024.500000 Penalty: 5252.583984
	Iteration 42F: 3 clusters Score -7133024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Entering Unmasked Estep 
Score: -8775579.000000 Penalty: 2679.052734
	Iteration 0F: 2 clusters Score -8775579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -8743411.000000 Penalty: 5358.105469
	Iteration 0F: 3 clusters Score -8743411 nChanged 22909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -8756342.000000 Penalty: 5358.105469
	Iteration 1F: 3 clusters Score -8756342 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -8757330.000000 Penalty: 5358.105469
	Iteration 2Q: 3 clusters Score -8757330 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -8758532.000000 Penalty: 5358.105469
	Iteration 3Q: 3 clusters Score -8758532 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -8760146.000000 Penalty: 5358.105469
	Iteration 4F: 3 clusters Score -8760146 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -8762130.000000 Penalty: 5358.105469
	Iteration 5F: 3 clusters Score -8762130 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -8764537.000000 Penalty: 5358.105469
	Iteration 6F: 3 clusters Score -8764537 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -8766879.000000 Penalty: 5358.105469
	Iteration 7F: 3 clusters Score -8766879 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -8768860.000000 Penalty: 5358.105469
	Iteration 8F: 3 clusters Score -8768860 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -8770312.000000 Penalty: 5358.105469
	Iteration 9Q: 3 clusters Score -8770312 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -8771359.000000 Penalty: 5358.105469
	Iteration 10Q: 3 clusters Score -8771359 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -8771933.000000 Penalty: 5358.105469
	Iteration 11Q: 3 clusters Score -8771933 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -8772360.000000 Penalty: 5358.105469
	Iteration 12Q: 3 clusters Score -8772360 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -8772688.000000 Penalty: 5358.105469
	Iteration 13Q: 3 clusters Score -8772688 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -8772954.000000 Penalty: 5358.105469
	Iteration 14Q: 3 clusters Score -8772954 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -8773145.000000 Penalty: 5358.105469
	Iteration 15Q: 3 clusters Score -8773145 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -8773291.000000 Penalty: 5358.105469
	Iteration 16Q: 3 clusters Score -8773291 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8773450.000000 Penalty: 5358.105469
	Iteration 17Q: 3 clusters Score -8773450 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8773590.000000 Penalty: 5358.105469
	Iteration 18Q: 3 clusters Score -8773590 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -8773706.000000 Penalty: 5358.105469
	Iteration 19Q: 3 clusters Score -8773706 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8773792.000000 Penalty: 5358.105469
	Iteration 20F: 3 clusters Score -8773792 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8773840.000000 Penalty: 5358.105469
	Iteration 21Q: 3 clusters Score -8773840 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -8773925.000000 Penalty: 5358.105469
	Iteration 22Q: 3 clusters Score -8773925 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8773972.000000 Penalty: 5358.105469
	Iteration 23Q: 3 clusters Score -8773972 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -8774047.000000 Penalty: 5358.105469
	Iteration 24Q: 3 clusters Score -8774047 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -8774087.000000 Penalty: 5358.105469
	Iteration 25Q: 3 clusters Score -8774087 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -8774128.000000 Penalty: 5358.105469
	Iteration 26Q: 3 clusters Score -8774128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8774161.000000 Penalty: 5358.105469
	Iteration 27Q: 3 clusters Score -8774161 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -8774207.000000 Penalty: 5358.105469
	Iteration 28Q: 3 clusters Score -8774207 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8774214.000000 Penalty: 5358.105469
	Iteration 29Q: 3 clusters Score -8774214 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8774238.000000 Penalty: 5358.105469
	Iteration 30Q: 3 clusters Score -8774238 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -8774257.000000 Penalty: 5358.105469
	Iteration 31Q: 3 clusters Score -8774257 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8774260.000000 Penalty: 5358.105469
	Iteration 32Q: 3 clusters Score -8774260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8774249.000000 Penalty: 5358.105469
	Iteration 33Q: 3 clusters Score -8774249 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8774277.000000 Penalty: 5358.105469
	Iteration 34Q: 3 clusters Score -8774277 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8774294.000000 Penalty: 5358.105469
	Iteration 35Q: 3 clusters Score -8774294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8774293.000000 Penalty: 5358.105469
	Iteration 36Q: 3 clusters Score -8774293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8774306.000000 Penalty: 5358.105469
	Iteration 37Q: 3 clusters Score -8774306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8774324.000000 Penalty: 5358.105469
	Iteration 38Q: 3 clusters Score -8774324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -8774339.000000 Penalty: 5358.105469
	Iteration 39Q: 3 clusters Score -8774339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8774331.000000 Penalty: 5358.105469
	Iteration 40F: 3 clusters Score -8774331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8774344.000000 Penalty: 5358.105469
	Iteration 41Q: 3 clusters Score -8774344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -8774332.000000 Penalty: 5358.105469
	Iteration 42Q: 3 clusters Score -8774332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -8774333.000000 Penalty: 5358.105469
	Iteration 43Q: 3 clusters Score -8774333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8774357.000000 Penalty: 5358.105469
	Iteration 44Q: 3 clusters Score -8774357 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -8774367.000000 Penalty: 5358.105469
	Iteration 45Q: 3 clusters Score -8774367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8774377.000000 Penalty: 5358.105469
	Iteration 46Q: 3 clusters Score -8774377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -8774378.000000 Penalty: 5358.105469
	Iteration 47Q: 3 clusters Score -8774378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8774368.000000 Penalty: 5358.105469
	Iteration 48Q: 3 clusters Score -8774368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -8774373.000000 Penalty: 5358.105469
	Iteration 49Q: 3 clusters Score -8774373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -8774377.000000 Penalty: 5358.105469
	Iteration 50Q: 3 clusters Score -8774377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -8774391.000000 Penalty: 5358.105469
	Iteration 51Q: 3 clusters Score -8774391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8774383.000000 Penalty: 5358.105469
	Iteration 52Q: 3 clusters Score -8774383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8774390.000000 Penalty: 5358.105469
	Iteration 53Q: 3 clusters Score -8774390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -8774379.000000 Penalty: 5358.105469
	Iteration 54Q: 3 clusters Score -8774379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8774387.000000 Penalty: 5358.105469
	Iteration 55Q: 3 clusters Score -8774387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8774395.000000 Penalty: 5358.105469
	Iteration 56Q: 3 clusters Score -8774395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8774376.000000 Penalty: 5358.105469
	Iteration 57Q: 3 clusters Score -8774376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -8774376.000000 Penalty: 5358.105469
	Iteration 58Q: 3 clusters Score -8774376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -8774386.000000 Penalty: 5358.105469
	Iteration 59Q: 3 clusters Score -8774386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -8774386.000000 Penalty: 5358.105469
	Iteration 60F: 3 clusters Score -8774386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8774391.000000 Penalty: 5358.105469
	Iteration 61Q: 3 clusters Score -8774391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -8774409.000000 Penalty: 5358.105469
	Iteration 62Q: 3 clusters Score -8774409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -8774412.000000 Penalty: 5358.105469
	Iteration 63Q: 3 clusters Score -8774412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -8774423.000000 Penalty: 5358.105469
	Iteration 64Q: 3 clusters Score -8774423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8774412.000000 Penalty: 5358.105469
	Iteration 65Q: 3 clusters Score -8774412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -8774418.000000 Penalty: 5358.105469
	Iteration 66Q: 3 clusters Score -8774418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -8774404.000000 Penalty: 5358.105469
	Iteration 67Q: 3 clusters Score -8774404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -8774388.000000 Penalty: 5358.105469
	Iteration 68Q: 3 clusters Score -8774388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -8774389.000000 Penalty: 5358.105469
	Iteration 69Q: 3 clusters Score -8774389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -8774387.000000 Penalty: 5358.105469
	Iteration 70Q: 3 clusters Score -8774387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8774381.000000 Penalty: 5358.105469
	Iteration 71Q: 3 clusters Score -8774381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -8774377.000000 Penalty: 5358.105469
	Iteration 72Q: 3 clusters Score -8774377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8774376.000000 Penalty: 5358.105469
	Iteration 73Q: 3 clusters Score -8774376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -8774388.000000 Penalty: 5358.105469
	Iteration 74Q: 3 clusters Score -8774388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -8774388.000000 Penalty: 5358.105469
	Iteration 75Q: 3 clusters Score -8774388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -8774378.000000 Penalty: 5358.105469
	Iteration 76Q: 3 clusters Score -8774378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -8774380.000000 Penalty: 5358.105469
	Iteration 77Q: 3 clusters Score -8774380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -8774379.000000 Penalty: 5358.105469
	Iteration 78Q: 3 clusters Score -8774379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -8774384.000000 Penalty: 5358.105469
	Iteration 79Q: 3 clusters Score -8774384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -8774385.000000 Penalty: 5358.105469
	Iteration 80F: 3 clusters Score -8774385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -8774375.000000 Penalty: 5358.105469
	Iteration 81Q: 3 clusters Score -8774375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -8774376.000000 Penalty: 5358.105469
	Iteration 82Q: 3 clusters Score -8774376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -8774393.000000 Penalty: 5358.105469
	Iteration 83Q: 3 clusters Score -8774393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -8774389.000000 Penalty: 5358.105469
	Iteration 84Q: 3 clusters Score -8774389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8774394.000000 Penalty: 5358.105469
	Iteration 85Q: 3 clusters Score -8774394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -8774401.000000 Penalty: 5358.105469
	Iteration 86Q: 3 clusters Score -8774401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -8774387.000000 Penalty: 5358.105469
	Iteration 87Q: 3 clusters Score -8774387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -8774386.000000 Penalty: 5358.105469
	Iteration 88Q: 3 clusters Score -8774386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -8774389.000000 Penalty: 5358.105469
	Iteration 89Q: 3 clusters Score -8774389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -8774391.000000 Penalty: 5358.105469
	Iteration 90Q: 3 clusters Score -8774391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8774398.000000 Penalty: 5358.105469
	Iteration 91Q: 3 clusters Score -8774398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8774400.000000 Penalty: 5358.105469
	Iteration 92Q: 3 clusters Score -8774400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -8774400.000000 Penalty: 5358.105469
	Iteration 93Q: 3 clusters Score -8774400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -8774398.000000 Penalty: 5358.105469
	Iteration 94Q: 3 clusters Score -8774398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -8774396.000000 Penalty: 5358.105469
	Iteration 95Q: 3 clusters Score -8774396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -8774396.000000 Penalty: 5358.105469
	Iteration 96F: 3 clusters Score -8774396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Entering Unmasked Estep 
Score: -2298143.750000 Penalty: 2359.470459
	Iteration 0F: 2 clusters Score -2298144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2288312.000000 Penalty: 4718.940918
	Iteration 0F: 3 clusters Score -2288312 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2291316.000000 Penalty: 4718.940918
	Iteration 1F: 3 clusters Score -2291316 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2291670.750000 Penalty: 4718.940918
	Iteration 2F: 3 clusters Score -2291671 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2291985.250000 Penalty: 4718.940918
	Iteration 3F: 3 clusters Score -2291985 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2292327.000000 Penalty: 4718.940918
	Iteration 4Q: 3 clusters Score -2292327 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2292678.000000 Penalty: 4718.940918
	Iteration 5Q: 3 clusters Score -2292678 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2292988.500000 Penalty: 4718.940918
	Iteration 6Q: 3 clusters Score -2292988 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2293310.000000 Penalty: 4718.940918
	Iteration 7Q: 3 clusters Score -2293310 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2293704.250000 Penalty: 4718.940918
	Iteration 8Q: 3 clusters Score -2293704 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2294159.500000 Penalty: 4718.940918
	Iteration 9Q: 3 clusters Score -2294160 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2294641.250000 Penalty: 4718.940918
	Iteration 10F: 3 clusters Score -2294641 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2295028.250000 Penalty: 4718.940918
	Iteration 11Q: 3 clusters Score -2295028 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2295307.750000 Penalty: 4718.940918
	Iteration 12Q: 3 clusters Score -2295308 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2295507.750000 Penalty: 4718.940918
	Iteration 13Q: 3 clusters Score -2295508 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2295673.750000 Penalty: 4718.940918
	Iteration 14Q: 3 clusters Score -2295674 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2295826.000000 Penalty: 4718.940918
	Iteration 15Q: 3 clusters Score -2295826 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2295973.750000 Penalty: 4718.940918
	Iteration 16Q: 3 clusters Score -2295974 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2296152.750000 Penalty: 4718.940918
	Iteration 17Q: 3 clusters Score -2296153 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2296343.250000 Penalty: 4718.940918
	Iteration 18Q: 3 clusters Score -2296343 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2296534.750000 Penalty: 4718.940918
	Iteration 19Q: 3 clusters Score -2296535 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2296766.500000 Penalty: 4718.940918
	Iteration 20F: 3 clusters Score -2296766 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2297011.000000 Penalty: 4718.940918
	Iteration 21Q: 3 clusters Score -2297011 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2297301.250000 Penalty: 4718.940918
	Iteration 22Q: 3 clusters Score -2297301 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2297595.000000 Penalty: 4718.940918
	Iteration 23Q: 3 clusters Score -2297595 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2297898.000000 Penalty: 4718.940918
	Iteration 24Q: 3 clusters Score -2297898 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2298136.000000 Penalty: 4718.940918
	Iteration 25Q: 3 clusters Score -2298136 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2298274.250000 Penalty: 4718.940918
	Iteration 26Q: 3 clusters Score -2298274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2298355.500000 Penalty: 4718.940918
	Iteration 27Q: 3 clusters Score -2298356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2298410.750000 Penalty: 4718.940918
	Iteration 28Q: 3 clusters Score -2298411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2298424.750000 Penalty: 4718.940918
	Iteration 29Q: 3 clusters Score -2298425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2298441.500000 Penalty: 4718.940918
	Iteration 30Q: 3 clusters Score -2298442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2298451.500000 Penalty: 4718.940918
	Iteration 31Q: 3 clusters Score -2298452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2298460.750000 Penalty: 4718.940918
	Iteration 32Q: 3 clusters Score -2298461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2298458.750000 Penalty: 4718.940918
	Iteration 33Q: 3 clusters Score -2298459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2298463.500000 Penalty: 4718.940918
	Iteration 34Q: 3 clusters Score -2298464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2298468.750000 Penalty: 4718.940918
	Iteration 35Q: 3 clusters Score -2298469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2298468.000000 Penalty: 4718.940918
	Iteration 36Q: 3 clusters Score -2298468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2298467.250000 Penalty: 4718.940918
	Iteration 37Q: 3 clusters Score -2298467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2298471.000000 Penalty: 4718.940918
	Iteration 38Q: 3 clusters Score -2298471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2298474.250000 Penalty: 4718.940918
	Iteration 39Q: 3 clusters Score -2298474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2298475.750000 Penalty: 4718.940918
	Iteration 40F: 3 clusters Score -2298476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2298476.250000 Penalty: 4718.940918
	Iteration 41Q: 3 clusters Score -2298476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2298476.000000 Penalty: 4718.940918
	Iteration 42Q: 3 clusters Score -2298476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2298473.250000 Penalty: 4718.940918
	Iteration 43Q: 3 clusters Score -2298473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2298470.500000 Penalty: 4718.940918
	Iteration 44Q: 3 clusters Score -2298470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2298473.000000 Penalty: 4718.940918
	Iteration 45Q: 3 clusters Score -2298473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2298475.000000 Penalty: 4718.940918
	Iteration 46Q: 3 clusters Score -2298475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2298475.000000 Penalty: 4718.940918
	Iteration 47F: 3 clusters Score -2298475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 49150 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 39918 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 50168 members 
Mstep: Class 15 contains 38216 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18232 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47447 members 
Mstep: Class 27 contains 45192 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41639 members 
Mstep: Class 32 contains 48431 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44990 members 
Mstep: Class 35 contains 41061 members 
Mstep: Class 36 contains 12404 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44311 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41872 members 
Mstep: Class 42 contains 35867 members 
Mstep: Class 43 contains 11820 members 
Entering Unmasked Estep 
Score: -196420832.000000 Penalty: 148555.890625
Splitting cluster 8 changes total score from -196421488.000000 to -196420832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Entering Unmasked Estep 
Score: -7410759.500000 Penalty: 2637.495361
	Iteration 0F: 2 clusters Score -7410760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7383147.000000 Penalty: 5274.990723
	Iteration 0F: 3 clusters Score -7383147 nChanged 18862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7393562.500000 Penalty: 5274.990723
	Iteration 1F: 3 clusters Score -7393562 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -7394391.500000 Penalty: 5274.990723
	Iteration 2F: 3 clusters Score -7394392 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -7395444.000000 Penalty: 5274.990723
	Iteration 3F: 3 clusters Score -7395444 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -7396845.500000 Penalty: 5274.990723
	Iteration 4F: 3 clusters Score -7396846 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -7398562.000000 Penalty: 5274.990723
	Iteration 5F: 3 clusters Score -7398562 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -7400612.000000 Penalty: 5274.990723
	Iteration 6F: 3 clusters Score -7400612 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -7402477.000000 Penalty: 5274.990723
	Iteration 7F: 3 clusters Score -7402477 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -7403980.000000 Penalty: 5274.990723
	Iteration 8F: 3 clusters Score -7403980 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7405267.000000 Penalty: 5274.990723
	Iteration 9Q: 3 clusters Score -7405267 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7406241.500000 Penalty: 5274.990723
	Iteration 10Q: 3 clusters Score -7406242 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7407106.000000 Penalty: 5274.990723
	Iteration 11Q: 3 clusters Score -7407106 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7407745.500000 Penalty: 5274.990723
	Iteration 12Q: 3 clusters Score -7407746 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7408161.500000 Penalty: 5274.990723
	Iteration 13Q: 3 clusters Score -7408162 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7408426.500000 Penalty: 5274.990723
	Iteration 14Q: 3 clusters Score -7408426 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7408596.000000 Penalty: 5274.990723
	Iteration 15Q: 3 clusters Score -7408596 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7408672.500000 Penalty: 5274.990723
	Iteration 16Q: 3 clusters Score -7408672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7408722.000000 Penalty: 5274.990723
	Iteration 17Q: 3 clusters Score -7408722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7408769.000000 Penalty: 5274.990723
	Iteration 18Q: 3 clusters Score -7408769 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7408806.500000 Penalty: 5274.990723
	Iteration 19Q: 3 clusters Score -7408806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7408820.500000 Penalty: 5274.990723
	Iteration 20F: 3 clusters Score -7408820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7408847.500000 Penalty: 5274.990723
	Iteration 21Q: 3 clusters Score -7408848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7408859.500000 Penalty: 5274.990723
	Iteration 22Q: 3 clusters Score -7408860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7408888.000000 Penalty: 5274.990723
	Iteration 23Q: 3 clusters Score -7408888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7408889.500000 Penalty: 5274.990723
	Iteration 24Q: 3 clusters Score -7408890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7408887.000000 Penalty: 5274.990723
	Iteration 25Q: 3 clusters Score -7408887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7408894.000000 Penalty: 5274.990723
	Iteration 26Q: 3 clusters Score -7408894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7408899.500000 Penalty: 5274.990723
	Iteration 27Q: 3 clusters Score -7408900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7408898.000000 Penalty: 5274.990723
	Iteration 28Q: 3 clusters Score -7408898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7408898.000000 Penalty: 5274.990723
	Iteration 29Q: 3 clusters Score -7408898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7408892.500000 Penalty: 5274.990723
	Iteration 30Q: 3 clusters Score -7408892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7408901.500000 Penalty: 5274.990723
	Iteration 31Q: 3 clusters Score -7408902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7408901.500000 Penalty: 5274.990723
	Iteration 32F: 3 clusters Score -7408902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Entering Unmasked Estep 
Score: -7157825.000000 Penalty: 2627.456543
	Iteration 0F: 2 clusters Score -7157825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -7131042.000000 Penalty: 5254.913086
	Iteration 0F: 3 clusters Score -7131042 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -7141039.000000 Penalty: 5254.913086
	Iteration 1F: 3 clusters Score -7141039 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -7141586.500000 Penalty: 5254.913086
	Iteration 2Q: 3 clusters Score -7141586 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7142094.500000 Penalty: 5254.913086
	Iteration 3Q: 3 clusters Score -7142094 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -7142794.000000 Penalty: 5254.913086
	Iteration 4Q: 3 clusters Score -7142794 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -7143692.500000 Penalty: 5254.913086
	Iteration 5Q: 3 clusters Score -7143692 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -7145166.500000 Penalty: 5254.913086
	Iteration 6F: 3 clusters Score -7145166 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -7147355.500000 Penalty: 5254.913086
	Iteration 7F: 3 clusters Score -7147356 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -7150181.000000 Penalty: 5254.913086
	Iteration 8F: 3 clusters Score -7150181 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7152763.500000 Penalty: 5254.913086
	Iteration 9F: 3 clusters Score -7152764 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7154363.000000 Penalty: 5254.913086
	Iteration 10Q: 3 clusters Score -7154363 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7155004.000000 Penalty: 5254.913086
	Iteration 11Q: 3 clusters Score -7155004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -7155253.500000 Penalty: 5254.913086
	Iteration 12Q: 3 clusters Score -7155254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7155366.000000 Penalty: 5254.913086
	Iteration 13Q: 3 clusters Score -7155366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -7155452.000000 Penalty: 5254.913086
	Iteration 14Q: 3 clusters Score -7155452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -7155474.500000 Penalty: 5254.913086
	Iteration 15Q: 3 clusters Score -7155474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -7155506.500000 Penalty: 5254.913086
	Iteration 16Q: 3 clusters Score -7155506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7155518.000000 Penalty: 5254.913086
	Iteration 17Q: 3 clusters Score -7155518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7155517.500000 Penalty: 5254.913086
	Iteration 18Q: 3 clusters Score -7155518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -7155520.500000 Penalty: 5254.913086
	Iteration 19Q: 3 clusters Score -7155520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -7155520.500000 Penalty: 5254.913086
	Iteration 20F: 3 clusters Score -7155520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62005.042969 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62005.04 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 301 members 
Entering Unmasked Estep 
Score: -60521.796875 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60521.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60923.988281 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -60923.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61117.089844 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61117.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61212.820312 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -61212.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61268.042969 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61268.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61369.019531 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61369.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61431.164062 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61431.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61511.746094 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61511.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61565.289062 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61565.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61601.953125 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -61601.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61628.738281 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -61628.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61676.609375 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -61676.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61690.054688 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -61690.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61697.105469 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -61697.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61699.765625 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -61699.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61700.519531 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -61700.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61720.390625 Penalty: 3159.470947
	Iteration 16F: 3 clusters Score -61720.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61766.281250 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -61766.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61768.039062 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -61768.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61769.476562 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -61769.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61769.476562 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -61769.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -69751.484375 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -69751.48 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 231 members 
Entering Unmasked Estep 
Score: -68370.421875 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -68370.42 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68669.335938 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -68669.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68859.781250 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -68859.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -68984.757812 Penalty: 3011.085938
	Iteration 3F: 3 clusters Score -68984.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -69120.171875 Penalty: 3011.085938
	Iteration 4F: 3 clusters Score -69120.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -69232.234375 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -69232.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -69340.812500 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -69340.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -69379.453125 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -69379.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -69409.000000 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -69409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -69424.781250 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -69424.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -69441.796875 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -69441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -69460.843750 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -69460.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -69465.960938 Penalty: 3011.085938
	Iteration 12Q: 3 clusters Score -69465.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -69471.312500 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -69471.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -69478.515625 Penalty: 3011.085938
	Iteration 14Q: 3 clusters Score -69478.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -69478.515625 Penalty: 3011.085938
	Iteration 15F: 3 clusters Score -69478.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Entering Unmasked Estep 
Score: -2156149.250000 Penalty: 2334.453369
	Iteration 0F: 2 clusters Score -2156149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2147038.750000 Penalty: 4668.906738
	Iteration 0F: 3 clusters Score -2147039 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2149782.500000 Penalty: 4668.906738
	Iteration 1F: 3 clusters Score -2149782 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2150095.500000 Penalty: 4668.906738
	Iteration 2F: 3 clusters Score -2150096 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2150331.000000 Penalty: 4668.906738
	Iteration 3Q: 3 clusters Score -2150331 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2150498.250000 Penalty: 4668.906738
	Iteration 4Q: 3 clusters Score -2150498 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2150644.500000 Penalty: 4668.906738
	Iteration 5Q: 3 clusters Score -2150644 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2150746.750000 Penalty: 4668.906738
	Iteration 6Q: 3 clusters Score -2150747 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2150860.750000 Penalty: 4668.906738
	Iteration 7Q: 3 clusters Score -2150861 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2150984.250000 Penalty: 4668.906738
	Iteration 8Q: 3 clusters Score -2150984 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2151143.250000 Penalty: 4668.906738
	Iteration 9Q: 3 clusters Score -2151143 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2151333.000000 Penalty: 4668.906738
	Iteration 10Q: 3 clusters Score -2151333 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2151532.000000 Penalty: 4668.906738
	Iteration 11Q: 3 clusters Score -2151532 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2151803.000000 Penalty: 4668.906738
	Iteration 12Q: 3 clusters Score -2151803 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2152121.250000 Penalty: 4668.906738
	Iteration 13Q: 3 clusters Score -2152121 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2152517.750000 Penalty: 4668.906738
	Iteration 14Q: 3 clusters Score -2152518 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2152944.000000 Penalty: 4668.906738
	Iteration 15Q: 3 clusters Score -2152944 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2153331.250000 Penalty: 4668.906738
	Iteration 16Q: 3 clusters Score -2153331 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2153651.500000 Penalty: 4668.906738
	Iteration 17Q: 3 clusters Score -2153652 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2153865.000000 Penalty: 4668.906738
	Iteration 18Q: 3 clusters Score -2153865 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2154024.500000 Penalty: 4668.906738
	Iteration 19Q: 3 clusters Score -2154024 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2154123.500000 Penalty: 4668.906738
	Iteration 20F: 3 clusters Score -2154124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2154184.750000 Penalty: 4668.906738
	Iteration 21Q: 3 clusters Score -2154185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2154211.000000 Penalty: 4668.906738
	Iteration 22Q: 3 clusters Score -2154211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2154227.000000 Penalty: 4668.906738
	Iteration 23Q: 3 clusters Score -2154227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2154241.000000 Penalty: 4668.906738
	Iteration 24Q: 3 clusters Score -2154241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2154253.500000 Penalty: 4668.906738
	Iteration 25Q: 3 clusters Score -2154254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2154263.500000 Penalty: 4668.906738
	Iteration 26Q: 3 clusters Score -2154264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2154274.000000 Penalty: 4668.906738
	Iteration 27Q: 3 clusters Score -2154274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2154283.000000 Penalty: 4668.906738
	Iteration 28Q: 3 clusters Score -2154283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2154287.750000 Penalty: 4668.906738
	Iteration 29Q: 3 clusters Score -2154288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2154288.250000 Penalty: 4668.906738
	Iteration 30Q: 3 clusters Score -2154288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2154288.000000 Penalty: 4668.906738
	Iteration 31Q: 3 clusters Score -2154288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2154289.000000 Penalty: 4668.906738
	Iteration 32Q: 3 clusters Score -2154289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2154289.000000 Penalty: 4668.906738
	Iteration 33F: 3 clusters Score -2154289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Entering Unmasked Estep 
Score: -8982823.000000 Penalty: 2684.136963
	Iteration 0F: 2 clusters Score -8982823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -8952318.000000 Penalty: 5368.273926
	Iteration 0F: 3 clusters Score -8952318 nChanged 23215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8965343.000000 Penalty: 5368.273926
	Iteration 1F: 3 clusters Score -8965343 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8966045.000000 Penalty: 5368.273926
	Iteration 2Q: 3 clusters Score -8966045 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -8966892.000000 Penalty: 5368.273926
	Iteration 3Q: 3 clusters Score -8966892 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -8968120.000000 Penalty: 5368.273926
	Iteration 4F: 3 clusters Score -8968120 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -8970206.000000 Penalty: 5368.273926
	Iteration 5F: 3 clusters Score -8970206 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -8972991.000000 Penalty: 5368.273926
	Iteration 6F: 3 clusters Score -8972991 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -8975938.000000 Penalty: 5368.273926
	Iteration 7F: 3 clusters Score -8975938 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8977953.000000 Penalty: 5368.273926
	Iteration 8F: 3 clusters Score -8977953 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8979294.000000 Penalty: 5368.273926
	Iteration 9Q: 3 clusters Score -8979294 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8979933.000000 Penalty: 5368.273926
	Iteration 10Q: 3 clusters Score -8979933 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8980191.000000 Penalty: 5368.273926
	Iteration 11Q: 3 clusters Score -8980191 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8980334.000000 Penalty: 5368.273926
	Iteration 12Q: 3 clusters Score -8980334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8980399.000000 Penalty: 5368.273926
	Iteration 13Q: 3 clusters Score -8980399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8980454.000000 Penalty: 5368.273926
	Iteration 14Q: 3 clusters Score -8980454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8980484.000000 Penalty: 5368.273926
	Iteration 15Q: 3 clusters Score -8980484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8980498.000000 Penalty: 5368.273926
	Iteration 16Q: 3 clusters Score -8980498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8980512.000000 Penalty: 5368.273926
	Iteration 17Q: 3 clusters Score -8980512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8980532.000000 Penalty: 5368.273926
	Iteration 18Q: 3 clusters Score -8980532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8980535.000000 Penalty: 5368.273926
	Iteration 19Q: 3 clusters Score -8980535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8980550.000000 Penalty: 5368.273926
	Iteration 20F: 3 clusters Score -8980550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8980566.000000 Penalty: 5368.273926
	Iteration 21Q: 3 clusters Score -8980566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8980572.000000 Penalty: 5368.273926
	Iteration 22Q: 3 clusters Score -8980572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8980573.000000 Penalty: 5368.273926
	Iteration 23Q: 3 clusters Score -8980573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8980587.000000 Penalty: 5368.273926
	Iteration 24Q: 3 clusters Score -8980587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8980605.000000 Penalty: 5368.273926
	Iteration 25Q: 3 clusters Score -8980605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8980603.000000 Penalty: 5368.273926
	Iteration 26Q: 3 clusters Score -8980603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8980598.000000 Penalty: 5368.273926
	Iteration 27Q: 3 clusters Score -8980598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8980605.000000 Penalty: 5368.273926
	Iteration 28Q: 3 clusters Score -8980605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8980607.000000 Penalty: 5368.273926
	Iteration 29Q: 3 clusters Score -8980607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8980608.000000 Penalty: 5368.273926
	Iteration 30Q: 3 clusters Score -8980608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8980608.000000 Penalty: 5368.273926
	Iteration 31F: 3 clusters Score -8980608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Entering Unmasked Estep 
Score: -6805392.500000 Penalty: 2616.650391
	Iteration 0F: 2 clusters Score -6805392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -6779572.500000 Penalty: 5233.300781
	Iteration 0F: 3 clusters Score -6779572 nChanged 17495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -6789083.500000 Penalty: 5233.300781
	Iteration 1F: 3 clusters Score -6789084 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -6789601.000000 Penalty: 5233.300781
	Iteration 2Q: 3 clusters Score -6789601 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -6790178.000000 Penalty: 5233.300781
	Iteration 3Q: 3 clusters Score -6790178 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -6790928.000000 Penalty: 5233.300781
	Iteration 4Q: 3 clusters Score -6790928 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6791887.000000 Penalty: 5233.300781
	Iteration 5Q: 3 clusters Score -6791887 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -6793219.500000 Penalty: 5233.300781
	Iteration 6F: 3 clusters Score -6793220 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -6794751.500000 Penalty: 5233.300781
	Iteration 7F: 3 clusters Score -6794752 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -6796483.000000 Penalty: 5233.300781
	Iteration 8F: 3 clusters Score -6796483 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -6798152.500000 Penalty: 5233.300781
	Iteration 9F: 3 clusters Score -6798152 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -6799660.500000 Penalty: 5233.300781
	Iteration 10F: 3 clusters Score -6799660 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -6801123.500000 Penalty: 5233.300781
	Iteration 11Q: 3 clusters Score -6801124 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6802195.500000 Penalty: 5233.300781
	Iteration 12Q: 3 clusters Score -6802196 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6802657.500000 Penalty: 5233.300781
	Iteration 13Q: 3 clusters Score -6802658 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6802850.500000 Penalty: 5233.300781
	Iteration 14Q: 3 clusters Score -6802850 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -6802957.500000 Penalty: 5233.300781
	Iteration 15Q: 3 clusters Score -6802958 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -6803013.500000 Penalty: 5233.300781
	Iteration 16Q: 3 clusters Score -6803014 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -6803052.000000 Penalty: 5233.300781
	Iteration 17Q: 3 clusters Score -6803052 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -6803065.000000 Penalty: 5233.300781
	Iteration 18Q: 3 clusters Score -6803065 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -6803089.500000 Penalty: 5233.300781
	Iteration 19Q: 3 clusters Score -6803090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -6803108.000000 Penalty: 5233.300781
	Iteration 20F: 3 clusters Score -6803108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6803089.500000 Penalty: 5233.300781
	Iteration 21Q: 3 clusters Score -6803090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -6803107.000000 Penalty: 5233.300781
	Iteration 22Q: 3 clusters Score -6803107 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -6803130.500000 Penalty: 5233.300781
	Iteration 23Q: 3 clusters Score -6803130 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -6803129.000000 Penalty: 5233.300781
	Iteration 24Q: 3 clusters Score -6803129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -6803154.000000 Penalty: 5233.300781
	Iteration 25Q: 3 clusters Score -6803154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -6803141.000000 Penalty: 5233.300781
	Iteration 26Q: 3 clusters Score -6803141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -6803139.000000 Penalty: 5233.300781
	Iteration 27Q: 3 clusters Score -6803139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -6803153.500000 Penalty: 5233.300781
	Iteration 28Q: 3 clusters Score -6803154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -6803172.500000 Penalty: 5233.300781
	Iteration 29Q: 3 clusters Score -6803172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -6803164.500000 Penalty: 5233.300781
	Iteration 30Q: 3 clusters Score -6803164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -6803174.000000 Penalty: 5233.300781
	Iteration 31Q: 3 clusters Score -6803174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -6803181.500000 Penalty: 5233.300781
	Iteration 32Q: 3 clusters Score -6803182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -6803185.500000 Penalty: 5233.300781
	Iteration 33Q: 3 clusters Score -6803186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6803187.000000 Penalty: 5233.300781
	Iteration 34Q: 3 clusters Score -6803187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -6803182.500000 Penalty: 5233.300781
	Iteration 35Q: 3 clusters Score -6803182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6803196.500000 Penalty: 5233.300781
	Iteration 36Q: 3 clusters Score -6803196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -6803192.000000 Penalty: 5233.300781
	Iteration 37Q: 3 clusters Score -6803192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6803190.000000 Penalty: 5233.300781
	Iteration 38Q: 3 clusters Score -6803190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6803198.000000 Penalty: 5233.300781
	Iteration 39Q: 3 clusters Score -6803198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -6803205.000000 Penalty: 5233.300781
	Iteration 40F: 3 clusters Score -6803205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6803207.500000 Penalty: 5233.300781
	Iteration 41Q: 3 clusters Score -6803208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -6803199.500000 Penalty: 5233.300781
	Iteration 42Q: 3 clusters Score -6803200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -6803216.500000 Penalty: 5233.300781
	Iteration 43Q: 3 clusters Score -6803216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -6803219.000000 Penalty: 5233.300781
	Iteration 44Q: 3 clusters Score -6803219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -6803218.000000 Penalty: 5233.300781
	Iteration 45Q: 3 clusters Score -6803218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -6803226.500000 Penalty: 5233.300781
	Iteration 46Q: 3 clusters Score -6803226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -6803233.500000 Penalty: 5233.300781
	Iteration 47Q: 3 clusters Score -6803234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6803223.500000 Penalty: 5233.300781
	Iteration 48Q: 3 clusters Score -6803224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -6803232.500000 Penalty: 5233.300781
	Iteration 49Q: 3 clusters Score -6803232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -6803237.000000 Penalty: 5233.300781
	Iteration 50Q: 3 clusters Score -6803237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -6803237.500000 Penalty: 5233.300781
	Iteration 51Q: 3 clusters Score -6803238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6803238.500000 Penalty: 5233.300781
	Iteration 52Q: 3 clusters Score -6803238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -6803236.500000 Penalty: 5233.300781
	Iteration 53Q: 3 clusters Score -6803236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -6803239.000000 Penalty: 5233.300781
	Iteration 54Q: 3 clusters Score -6803239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -6803249.000000 Penalty: 5233.300781
	Iteration 55Q: 3 clusters Score -6803249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -6803250.500000 Penalty: 5233.300781
	Iteration 56Q: 3 clusters Score -6803250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -6803259.000000 Penalty: 5233.300781
	Iteration 57Q: 3 clusters Score -6803259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -6803249.000000 Penalty: 5233.300781
	Iteration 58Q: 3 clusters Score -6803249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6803265.000000 Penalty: 5233.300781
	Iteration 59Q: 3 clusters Score -6803265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -6803263.500000 Penalty: 5233.300781
	Iteration 60F: 3 clusters Score -6803264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -6803268.000000 Penalty: 5233.300781
	Iteration 61Q: 3 clusters Score -6803268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -6803273.000000 Penalty: 5233.300781
	Iteration 62Q: 3 clusters Score -6803273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -6803277.000000 Penalty: 5233.300781
	Iteration 63Q: 3 clusters Score -6803277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -6803273.500000 Penalty: 5233.300781
	Iteration 64Q: 3 clusters Score -6803274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -6803261.500000 Penalty: 5233.300781
	Iteration 65Q: 3 clusters Score -6803262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -6803260.000000 Penalty: 5233.300781
	Iteration 66Q: 3 clusters Score -6803260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -6803256.000000 Penalty: 5233.300781
	Iteration 67Q: 3 clusters Score -6803256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -6803263.500000 Penalty: 5233.300781
	Iteration 68Q: 3 clusters Score -6803264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -6803266.000000 Penalty: 5233.300781
	Iteration 69Q: 3 clusters Score -6803266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -6803260.000000 Penalty: 5233.300781
	Iteration 70Q: 3 clusters Score -6803260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -6803260.000000 Penalty: 5233.300781
	Iteration 71Q: 3 clusters Score -6803260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -6803256.500000 Penalty: 5233.300781
	Iteration 72Q: 3 clusters Score -6803256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6803255.500000 Penalty: 5233.300781
	Iteration 73Q: 3 clusters Score -6803256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -6803257.500000 Penalty: 5233.300781
	Iteration 74Q: 3 clusters Score -6803258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -6803266.500000 Penalty: 5233.300781
	Iteration 75Q: 3 clusters Score -6803266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -6803273.500000 Penalty: 5233.300781
	Iteration 76Q: 3 clusters Score -6803274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -6803277.500000 Penalty: 5233.300781
	Iteration 77Q: 3 clusters Score -6803278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6803288.500000 Penalty: 5233.300781
	Iteration 78Q: 3 clusters Score -6803288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -6803282.000000 Penalty: 5233.300781
	Iteration 79Q: 3 clusters Score -6803282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6803278.000000 Penalty: 5233.300781
	Iteration 80F: 3 clusters Score -6803278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -6803283.000000 Penalty: 5233.300781
	Iteration 81Q: 3 clusters Score -6803283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6803287.500000 Penalty: 5233.300781
	Iteration 82Q: 3 clusters Score -6803288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -6803282.000000 Penalty: 5233.300781
	Iteration 83Q: 3 clusters Score -6803282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -6803290.500000 Penalty: 5233.300781
	Iteration 84Q: 3 clusters Score -6803290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -6803289.500000 Penalty: 5233.300781
	Iteration 85Q: 3 clusters Score -6803290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -6803293.000000 Penalty: 5233.300781
	Iteration 86Q: 3 clusters Score -6803293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -6803287.000000 Penalty: 5233.300781
	Iteration 87Q: 3 clusters Score -6803287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -6803283.000000 Penalty: 5233.300781
	Iteration 88Q: 3 clusters Score -6803283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -6803287.000000 Penalty: 5233.300781
	Iteration 89Q: 3 clusters Score -6803287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6803286.000000 Penalty: 5233.300781
	Iteration 90Q: 3 clusters Score -6803286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -6803288.000000 Penalty: 5233.300781
	Iteration 91Q: 3 clusters Score -6803288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -6803289.500000 Penalty: 5233.300781
	Iteration 92Q: 3 clusters Score -6803290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6803292.500000 Penalty: 5233.300781
	Iteration 93Q: 3 clusters Score -6803292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -6803291.500000 Penalty: 5233.300781
	Iteration 94Q: 3 clusters Score -6803292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -6803285.000000 Penalty: 5233.300781
	Iteration 95Q: 3 clusters Score -6803285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -6803296.000000 Penalty: 5233.300781
	Iteration 96Q: 3 clusters Score -6803296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -6803301.500000 Penalty: 5233.300781
	Iteration 97Q: 3 clusters Score -6803302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -6803297.500000 Penalty: 5233.300781
	Iteration 98Q: 3 clusters Score -6803298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -6803316.500000 Penalty: 5233.300781
	Iteration 99Q: 3 clusters Score -6803316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -6803299.500000 Penalty: 5233.300781
	Iteration 100F: 3 clusters Score -6803300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -6803308.000000 Penalty: 5233.300781
	Iteration 101Q: 3 clusters Score -6803308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -6803323.000000 Penalty: 5233.300781
	Iteration 102Q: 3 clusters Score -6803323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -6803327.000000 Penalty: 5233.300781
	Iteration 103Q: 3 clusters Score -6803327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -6803327.500000 Penalty: 5233.300781
	Iteration 104Q: 3 clusters Score -6803328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -6803326.000000 Penalty: 5233.300781
	Iteration 105Q: 3 clusters Score -6803326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6803322.500000 Penalty: 5233.300781
	Iteration 106Q: 3 clusters Score -6803322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -6803326.500000 Penalty: 5233.300781
	Iteration 107Q: 3 clusters Score -6803326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -6803331.000000 Penalty: 5233.300781
	Iteration 108Q: 3 clusters Score -6803331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -6803328.500000 Penalty: 5233.300781
	Iteration 109Q: 3 clusters Score -6803328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -6803322.500000 Penalty: 5233.300781
	Iteration 110Q: 3 clusters Score -6803322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -6803312.500000 Penalty: 5233.300781
	Iteration 111Q: 3 clusters Score -6803312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -6803314.000000 Penalty: 5233.300781
	Iteration 112Q: 3 clusters Score -6803314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -6803309.500000 Penalty: 5233.300781
	Iteration 113Q: 3 clusters Score -6803310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -6803300.500000 Penalty: 5233.300781
	Iteration 114Q: 3 clusters Score -6803300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -6803307.500000 Penalty: 5233.300781
	Iteration 115Q: 3 clusters Score -6803308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -6803318.500000 Penalty: 5233.300781
	Iteration 116Q: 3 clusters Score -6803318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -6803316.500000 Penalty: 5233.300781
	Iteration 117Q: 3 clusters Score -6803316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -6803315.000000 Penalty: 5233.300781
	Iteration 118Q: 3 clusters Score -6803315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6803319.500000 Penalty: 5233.300781
	Iteration 119Q: 3 clusters Score -6803320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -6803327.500000 Penalty: 5233.300781
	Iteration 120F: 3 clusters Score -6803328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -6803325.500000 Penalty: 5233.300781
	Iteration 121Q: 3 clusters Score -6803326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -6803324.000000 Penalty: 5233.300781
	Iteration 122Q: 3 clusters Score -6803324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6803324.000000 Penalty: 5233.300781
	Iteration 123Q: 3 clusters Score -6803324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6803327.500000 Penalty: 5233.300781
	Iteration 124Q: 3 clusters Score -6803328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -6803326.000000 Penalty: 5233.300781
	Iteration 125Q: 3 clusters Score -6803326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -6803321.500000 Penalty: 5233.300781
	Iteration 126Q: 3 clusters Score -6803322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -6803328.000000 Penalty: 5233.300781
	Iteration 127Q: 3 clusters Score -6803328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -6803325.000000 Penalty: 5233.300781
	Iteration 128Q: 3 clusters Score -6803325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -6803324.000000 Penalty: 5233.300781
	Iteration 129Q: 3 clusters Score -6803324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6803323.000000 Penalty: 5233.300781
	Iteration 130Q: 3 clusters Score -6803323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6803319.000000 Penalty: 5233.300781
	Iteration 131Q: 3 clusters Score -6803319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -6803316.000000 Penalty: 5233.300781
	Iteration 132Q: 3 clusters Score -6803316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -6803322.000000 Penalty: 5233.300781
	Iteration 133Q: 3 clusters Score -6803322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -6803321.500000 Penalty: 5233.300781
	Iteration 134Q: 3 clusters Score -6803322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -6803319.500000 Penalty: 5233.300781
	Iteration 135Q: 3 clusters Score -6803320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -6803321.000000 Penalty: 5233.300781
	Iteration 136Q: 3 clusters Score -6803321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -6803326.500000 Penalty: 5233.300781
	Iteration 137Q: 3 clusters Score -6803326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -6803329.000000 Penalty: 5233.300781
	Iteration 138Q: 3 clusters Score -6803329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -6803331.000000 Penalty: 5233.300781
	Iteration 139Q: 3 clusters Score -6803331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -6803329.000000 Penalty: 5233.300781
	Iteration 140F: 3 clusters Score -6803329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Entering Unmasked Estep 
Score: -1721156.375000 Penalty: 2281.822266
	Iteration 0F: 2 clusters Score -1721156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1713533.250000 Penalty: 4563.644531
	Iteration 0F: 3 clusters Score -1713533 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1715813.875000 Penalty: 4563.644531
	Iteration 1F: 3 clusters Score -1715814 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1716146.500000 Penalty: 4563.644531
	Iteration 2F: 3 clusters Score -1716146 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1716463.625000 Penalty: 4563.644531
	Iteration 3F: 3 clusters Score -1716464 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1716733.250000 Penalty: 4563.644531
	Iteration 4Q: 3 clusters Score -1716733 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1716962.750000 Penalty: 4563.644531
	Iteration 5Q: 3 clusters Score -1716963 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1717151.125000 Penalty: 4563.644531
	Iteration 6Q: 3 clusters Score -1717151 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1717317.125000 Penalty: 4563.644531
	Iteration 7Q: 3 clusters Score -1717317 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1717450.000000 Penalty: 4563.644531
	Iteration 8Q: 3 clusters Score -1717450 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1717575.000000 Penalty: 4563.644531
	Iteration 9Q: 3 clusters Score -1717575 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1717704.625000 Penalty: 4563.644531
	Iteration 10Q: 3 clusters Score -1717705 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1717821.625000 Penalty: 4563.644531
	Iteration 11Q: 3 clusters Score -1717822 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1717911.875000 Penalty: 4563.644531
	Iteration 12Q: 3 clusters Score -1717912 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1717999.000000 Penalty: 4563.644531
	Iteration 13Q: 3 clusters Score -1717999 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1718068.875000 Penalty: 4563.644531
	Iteration 14Q: 3 clusters Score -1718069 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1718129.125000 Penalty: 4563.644531
	Iteration 15Q: 3 clusters Score -1718129 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1718176.375000 Penalty: 4563.644531
	Iteration 16Q: 3 clusters Score -1718176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1718215.250000 Penalty: 4563.644531
	Iteration 17Q: 3 clusters Score -1718215 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1718240.250000 Penalty: 4563.644531
	Iteration 18Q: 3 clusters Score -1718240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1718279.375000 Penalty: 4563.644531
	Iteration 19Q: 3 clusters Score -1718279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1718315.250000 Penalty: 4563.644531
	Iteration 20F: 3 clusters Score -1718315 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1718353.375000 Penalty: 4563.644531
	Iteration 21Q: 3 clusters Score -1718353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1718394.125000 Penalty: 4563.644531
	Iteration 22Q: 3 clusters Score -1718394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1718426.625000 Penalty: 4563.644531
	Iteration 23Q: 3 clusters Score -1718427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1718462.250000 Penalty: 4563.644531
	Iteration 24Q: 3 clusters Score -1718462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1718498.000000 Penalty: 4563.644531
	Iteration 25Q: 3 clusters Score -1718498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1718523.375000 Penalty: 4563.644531
	Iteration 26Q: 3 clusters Score -1718523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1718561.750000 Penalty: 4563.644531
	Iteration 27Q: 3 clusters Score -1718562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1718592.000000 Penalty: 4563.644531
	Iteration 28Q: 3 clusters Score -1718592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1718616.000000 Penalty: 4563.644531
	Iteration 29Q: 3 clusters Score -1718616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1718651.750000 Penalty: 4563.644531
	Iteration 30Q: 3 clusters Score -1718652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1718678.125000 Penalty: 4563.644531
	Iteration 31Q: 3 clusters Score -1718678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1718706.500000 Penalty: 4563.644531
	Iteration 32Q: 3 clusters Score -1718706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1718729.875000 Penalty: 4563.644531
	Iteration 33Q: 3 clusters Score -1718730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1718753.375000 Penalty: 4563.644531
	Iteration 34Q: 3 clusters Score -1718753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1718781.500000 Penalty: 4563.644531
	Iteration 35Q: 3 clusters Score -1718782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1718810.125000 Penalty: 4563.644531
	Iteration 36Q: 3 clusters Score -1718810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1718832.125000 Penalty: 4563.644531
	Iteration 37Q: 3 clusters Score -1718832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1718858.375000 Penalty: 4563.644531
	Iteration 38Q: 3 clusters Score -1718858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1718883.875000 Penalty: 4563.644531
	Iteration 39Q: 3 clusters Score -1718884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1718904.750000 Penalty: 4563.644531
	Iteration 40F: 3 clusters Score -1718905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1718924.875000 Penalty: 4563.644531
	Iteration 41Q: 3 clusters Score -1718925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1718946.375000 Penalty: 4563.644531
	Iteration 42Q: 3 clusters Score -1718946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1718964.000000 Penalty: 4563.644531
	Iteration 43Q: 3 clusters Score -1718964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1718983.375000 Penalty: 4563.644531
	Iteration 44Q: 3 clusters Score -1718983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1719001.000000 Penalty: 4563.644531
	Iteration 45Q: 3 clusters Score -1719001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1719027.000000 Penalty: 4563.644531
	Iteration 46Q: 3 clusters Score -1719027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1719045.000000 Penalty: 4563.644531
	Iteration 47Q: 3 clusters Score -1719045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1719065.500000 Penalty: 4563.644531
	Iteration 48Q: 3 clusters Score -1719066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1719083.000000 Penalty: 4563.644531
	Iteration 49Q: 3 clusters Score -1719083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1719095.000000 Penalty: 4563.644531
	Iteration 50Q: 3 clusters Score -1719095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1719113.000000 Penalty: 4563.644531
	Iteration 51Q: 3 clusters Score -1719113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1719128.250000 Penalty: 4563.644531
	Iteration 52Q: 3 clusters Score -1719128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1719142.750000 Penalty: 4563.644531
	Iteration 53Q: 3 clusters Score -1719143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1719148.000000 Penalty: 4563.644531
	Iteration 54Q: 3 clusters Score -1719148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1719159.125000 Penalty: 4563.644531
	Iteration 55Q: 3 clusters Score -1719159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1719166.250000 Penalty: 4563.644531
	Iteration 56Q: 3 clusters Score -1719166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1719170.375000 Penalty: 4563.644531
	Iteration 57Q: 3 clusters Score -1719170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1719170.625000 Penalty: 4563.644531
	Iteration 58Q: 3 clusters Score -1719171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1719178.750000 Penalty: 4563.644531
	Iteration 59Q: 3 clusters Score -1719179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1719186.250000 Penalty: 4563.644531
	Iteration 60F: 3 clusters Score -1719186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1719189.500000 Penalty: 4563.644531
	Iteration 61Q: 3 clusters Score -1719190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1719192.375000 Penalty: 4563.644531
	Iteration 62Q: 3 clusters Score -1719192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1719199.500000 Penalty: 4563.644531
	Iteration 63Q: 3 clusters Score -1719200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1719202.625000 Penalty: 4563.644531
	Iteration 64Q: 3 clusters Score -1719203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1719208.375000 Penalty: 4563.644531
	Iteration 65Q: 3 clusters Score -1719208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1719209.500000 Penalty: 4563.644531
	Iteration 66Q: 3 clusters Score -1719210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1719210.500000 Penalty: 4563.644531
	Iteration 67Q: 3 clusters Score -1719210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1719216.000000 Penalty: 4563.644531
	Iteration 68Q: 3 clusters Score -1719216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1719219.750000 Penalty: 4563.644531
	Iteration 69Q: 3 clusters Score -1719220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1719222.375000 Penalty: 4563.644531
	Iteration 70Q: 3 clusters Score -1719222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1719223.875000 Penalty: 4563.644531
	Iteration 71Q: 3 clusters Score -1719224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1719222.750000 Penalty: 4563.644531
	Iteration 72Q: 3 clusters Score -1719223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1719228.125000 Penalty: 4563.644531
	Iteration 73Q: 3 clusters Score -1719228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1719227.875000 Penalty: 4563.644531
	Iteration 74Q: 3 clusters Score -1719228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1719226.750000 Penalty: 4563.644531
	Iteration 75Q: 3 clusters Score -1719227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1719228.750000 Penalty: 4563.644531
	Iteration 76Q: 3 clusters Score -1719229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1719231.500000 Penalty: 4563.644531
	Iteration 77Q: 3 clusters Score -1719232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1719233.000000 Penalty: 4563.644531
	Iteration 78Q: 3 clusters Score -1719233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1719234.375000 Penalty: 4563.644531
	Iteration 79Q: 3 clusters Score -1719234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1719233.750000 Penalty: 4563.644531
	Iteration 80F: 3 clusters Score -1719234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1719232.250000 Penalty: 4563.644531
	Iteration 81Q: 3 clusters Score -1719232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1719232.875000 Penalty: 4563.644531
	Iteration 82Q: 3 clusters Score -1719233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1719232.125000 Penalty: 4563.644531
	Iteration 83Q: 3 clusters Score -1719232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1719237.875000 Penalty: 4563.644531
	Iteration 84Q: 3 clusters Score -1719238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1719236.750000 Penalty: 4563.644531
	Iteration 85Q: 3 clusters Score -1719237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1719236.750000 Penalty: 4563.644531
	Iteration 86F: 3 clusters Score -1719237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Entering Unmasked Estep 
Score: -3297030.250000 Penalty: 2433.111328
	Iteration 0F: 2 clusters Score -3297030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3284118.750000 Penalty: 4866.222656
	Iteration 0F: 3 clusters Score -3284119 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3288146.750000 Penalty: 4866.222656
	Iteration 1F: 3 clusters Score -3288147 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3288482.000000 Penalty: 4866.222656
	Iteration 2F: 3 clusters Score -3288482 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3288773.750000 Penalty: 4866.222656
	Iteration 3Q: 3 clusters Score -3288774 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3289029.250000 Penalty: 4866.222656
	Iteration 4Q: 3 clusters Score -3289029 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3289340.000000 Penalty: 4866.222656
	Iteration 5Q: 3 clusters Score -3289340 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3289703.500000 Penalty: 4866.222656
	Iteration 6Q: 3 clusters Score -3289704 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3290233.250000 Penalty: 4866.222656
	Iteration 7F: 3 clusters Score -3290233 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3290924.250000 Penalty: 4866.222656
	Iteration 8F: 3 clusters Score -3290924 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3291839.750000 Penalty: 4866.222656
	Iteration 9F: 3 clusters Score -3291840 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3292872.500000 Penalty: 4866.222656
	Iteration 10F: 3 clusters Score -3292872 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3293715.500000 Penalty: 4866.222656
	Iteration 11F: 3 clusters Score -3293716 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3294328.000000 Penalty: 4866.222656
	Iteration 12Q: 3 clusters Score -3294328 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3294566.000000 Penalty: 4866.222656
	Iteration 13Q: 3 clusters Score -3294566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3294670.750000 Penalty: 4866.222656
	Iteration 14Q: 3 clusters Score -3294671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3294745.250000 Penalty: 4866.222656
	Iteration 15Q: 3 clusters Score -3294745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3294780.750000 Penalty: 4866.222656
	Iteration 16Q: 3 clusters Score -3294781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3294817.750000 Penalty: 4866.222656
	Iteration 17Q: 3 clusters Score -3294818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3294840.750000 Penalty: 4866.222656
	Iteration 18Q: 3 clusters Score -3294841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3294852.250000 Penalty: 4866.222656
	Iteration 19Q: 3 clusters Score -3294852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3294857.250000 Penalty: 4866.222656
	Iteration 20F: 3 clusters Score -3294857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3294863.250000 Penalty: 4866.222656
	Iteration 21Q: 3 clusters Score -3294863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3294866.500000 Penalty: 4866.222656
	Iteration 22Q: 3 clusters Score -3294866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3294869.750000 Penalty: 4866.222656
	Iteration 23Q: 3 clusters Score -3294870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3294881.250000 Penalty: 4866.222656
	Iteration 24Q: 3 clusters Score -3294881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3294881.500000 Penalty: 4866.222656
	Iteration 25Q: 3 clusters Score -3294882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3294885.750000 Penalty: 4866.222656
	Iteration 26Q: 3 clusters Score -3294886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3294889.250000 Penalty: 4866.222656
	Iteration 27Q: 3 clusters Score -3294889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3294889.250000 Penalty: 4866.222656
	Iteration 28F: 3 clusters Score -3294889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Entering Unmasked Estep 
Score: -8129170.500000 Penalty: 2655.627441
	Iteration 0F: 2 clusters Score -8129170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -8100417.000000 Penalty: 5311.254883
	Iteration 0F: 3 clusters Score -8100417 nChanged 20438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -8111667.000000 Penalty: 5311.254883
	Iteration 1F: 3 clusters Score -8111667 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -8112288.000000 Penalty: 5311.254883
	Iteration 2Q: 3 clusters Score -8112288 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -8112857.000000 Penalty: 5311.254883
	Iteration 3Q: 3 clusters Score -8112857 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -8113303.500000 Penalty: 5311.254883
	Iteration 4Q: 3 clusters Score -8113304 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -8113903.000000 Penalty: 5311.254883
	Iteration 5Q: 3 clusters Score -8113903 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -8114603.500000 Penalty: 5311.254883
	Iteration 6Q: 3 clusters Score -8114604 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -8115488.500000 Penalty: 5311.254883
	Iteration 7Q: 3 clusters Score -8115488 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -8116727.000000 Penalty: 5311.254883
	Iteration 8Q: 3 clusters Score -8116727 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -8118179.000000 Penalty: 5311.254883
	Iteration 9Q: 3 clusters Score -8118179 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -8119669.500000 Penalty: 5311.254883
	Iteration 10Q: 3 clusters Score -8119670 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -8121008.000000 Penalty: 5311.254883
	Iteration 11Q: 3 clusters Score -8121008 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -8122000.500000 Penalty: 5311.254883
	Iteration 12Q: 3 clusters Score -8122000 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -8122640.500000 Penalty: 5311.254883
	Iteration 13Q: 3 clusters Score -8122640 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -8123120.500000 Penalty: 5311.254883
	Iteration 14Q: 3 clusters Score -8123120 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -8123509.000000 Penalty: 5311.254883
	Iteration 15Q: 3 clusters Score -8123509 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8123825.500000 Penalty: 5311.254883
	Iteration 16Q: 3 clusters Score -8123826 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8124121.500000 Penalty: 5311.254883
	Iteration 17Q: 3 clusters Score -8124122 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -8124484.000000 Penalty: 5311.254883
	Iteration 18Q: 3 clusters Score -8124484 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -8124771.000000 Penalty: 5311.254883
	Iteration 19Q: 3 clusters Score -8124771 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -8125081.500000 Penalty: 5311.254883
	Iteration 20F: 3 clusters Score -8125082 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8125463.000000 Penalty: 5311.254883
	Iteration 21Q: 3 clusters Score -8125463 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8125728.500000 Penalty: 5311.254883
	Iteration 22Q: 3 clusters Score -8125728 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8125940.500000 Penalty: 5311.254883
	Iteration 23Q: 3 clusters Score -8125940 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8126155.500000 Penalty: 5311.254883
	Iteration 24Q: 3 clusters Score -8126156 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8126271.000000 Penalty: 5311.254883
	Iteration 25Q: 3 clusters Score -8126271 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8126391.000000 Penalty: 5311.254883
	Iteration 26Q: 3 clusters Score -8126391 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8126560.500000 Penalty: 5311.254883
	Iteration 27Q: 3 clusters Score -8126560 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8126652.000000 Penalty: 5311.254883
	Iteration 28Q: 3 clusters Score -8126652 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8126740.500000 Penalty: 5311.254883
	Iteration 29Q: 3 clusters Score -8126740 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8126788.500000 Penalty: 5311.254883
	Iteration 30Q: 3 clusters Score -8126788 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8126829.500000 Penalty: 5311.254883
	Iteration 31Q: 3 clusters Score -8126830 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8126880.500000 Penalty: 5311.254883
	Iteration 32Q: 3 clusters Score -8126880 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8126916.500000 Penalty: 5311.254883
	Iteration 33Q: 3 clusters Score -8126916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8126960.000000 Penalty: 5311.254883
	Iteration 34Q: 3 clusters Score -8126960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8127002.000000 Penalty: 5311.254883
	Iteration 35Q: 3 clusters Score -8127002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8127037.000000 Penalty: 5311.254883
	Iteration 36Q: 3 clusters Score -8127037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8127055.000000 Penalty: 5311.254883
	Iteration 37Q: 3 clusters Score -8127055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8127062.000000 Penalty: 5311.254883
	Iteration 38Q: 3 clusters Score -8127062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8127078.000000 Penalty: 5311.254883
	Iteration 39Q: 3 clusters Score -8127078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8127090.500000 Penalty: 5311.254883
	Iteration 40F: 3 clusters Score -8127090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8127101.000000 Penalty: 5311.254883
	Iteration 41Q: 3 clusters Score -8127101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8127105.500000 Penalty: 5311.254883
	Iteration 42Q: 3 clusters Score -8127106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8127108.500000 Penalty: 5311.254883
	Iteration 43Q: 3 clusters Score -8127108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8127115.000000 Penalty: 5311.254883
	Iteration 44Q: 3 clusters Score -8127115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8127123.000000 Penalty: 5311.254883
	Iteration 45Q: 3 clusters Score -8127123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8127119.000000 Penalty: 5311.254883
	Iteration 46Q: 3 clusters Score -8127119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8127128.500000 Penalty: 5311.254883
	Iteration 47Q: 3 clusters Score -8127128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8127124.000000 Penalty: 5311.254883
	Iteration 48Q: 3 clusters Score -8127124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8127123.000000 Penalty: 5311.254883
	Iteration 49Q: 3 clusters Score -8127123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8127127.000000 Penalty: 5311.254883
	Iteration 50Q: 3 clusters Score -8127127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8127121.000000 Penalty: 5311.254883
	Iteration 51Q: 3 clusters Score -8127121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8127127.500000 Penalty: 5311.254883
	Iteration 52Q: 3 clusters Score -8127128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8127130.000000 Penalty: 5311.254883
	Iteration 53Q: 3 clusters Score -8127130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8127127.000000 Penalty: 5311.254883
	Iteration 54Q: 3 clusters Score -8127127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8127130.500000 Penalty: 5311.254883
	Iteration 55Q: 3 clusters Score -8127130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8127126.000000 Penalty: 5311.254883
	Iteration 56Q: 3 clusters Score -8127126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8127132.500000 Penalty: 5311.254883
	Iteration 57Q: 3 clusters Score -8127132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8127135.000000 Penalty: 5311.254883
	Iteration 58Q: 3 clusters Score -8127135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8127131.000000 Penalty: 5311.254883
	Iteration 59Q: 3 clusters Score -8127131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8127138.500000 Penalty: 5311.254883
	Iteration 60F: 3 clusters Score -8127138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8127135.500000 Penalty: 5311.254883
	Iteration 61Q: 3 clusters Score -8127136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8127137.500000 Penalty: 5311.254883
	Iteration 62Q: 3 clusters Score -8127138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8127140.000000 Penalty: 5311.254883
	Iteration 63Q: 3 clusters Score -8127140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8127147.000000 Penalty: 5311.254883
	Iteration 64Q: 3 clusters Score -8127147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8127148.500000 Penalty: 5311.254883
	Iteration 65Q: 3 clusters Score -8127148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8127148.000000 Penalty: 5311.254883
	Iteration 66Q: 3 clusters Score -8127148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8127147.500000 Penalty: 5311.254883
	Iteration 67Q: 3 clusters Score -8127148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8127147.500000 Penalty: 5311.254883
	Iteration 68F: 3 clusters Score -8127148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Entering Unmasked Estep 
Score: -8077143.500000 Penalty: 2654.933350
	Iteration 0F: 2 clusters Score -8077144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8048099.500000 Penalty: 5309.866699
	Iteration 0F: 3 clusters Score -8048100 nChanged 20639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8059628.500000 Penalty: 5309.866699
	Iteration 1F: 3 clusters Score -8059628 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -8060198.500000 Penalty: 5309.866699
	Iteration 2Q: 3 clusters Score -8060198 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8060777.500000 Penalty: 5309.866699
	Iteration 3Q: 3 clusters Score -8060778 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -8061469.500000 Penalty: 5309.866699
	Iteration 4Q: 3 clusters Score -8061470 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -8062276.000000 Penalty: 5309.866699
	Iteration 5Q: 3 clusters Score -8062276 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -8063357.000000 Penalty: 5309.866699
	Iteration 6Q: 3 clusters Score -8063357 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -8064860.500000 Penalty: 5309.866699
	Iteration 7F: 3 clusters Score -8064860 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -8066714.000000 Penalty: 5309.866699
	Iteration 8F: 3 clusters Score -8066714 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -8068567.500000 Penalty: 5309.866699
	Iteration 9F: 3 clusters Score -8068568 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -8070243.000000 Penalty: 5309.866699
	Iteration 10Q: 3 clusters Score -8070243 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -8071608.000000 Penalty: 5309.866699
	Iteration 11Q: 3 clusters Score -8071608 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -8072559.000000 Penalty: 5309.866699
	Iteration 12Q: 3 clusters Score -8072559 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -8073128.500000 Penalty: 5309.866699
	Iteration 13Q: 3 clusters Score -8073128 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -8073481.000000 Penalty: 5309.866699
	Iteration 14Q: 3 clusters Score -8073481 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -8073700.500000 Penalty: 5309.866699
	Iteration 15Q: 3 clusters Score -8073700 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -8073859.000000 Penalty: 5309.866699
	Iteration 16Q: 3 clusters Score -8073859 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -8073962.500000 Penalty: 5309.866699
	Iteration 17Q: 3 clusters Score -8073962 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -8074063.500000 Penalty: 5309.866699
	Iteration 18Q: 3 clusters Score -8074064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -8074199.000000 Penalty: 5309.866699
	Iteration 19Q: 3 clusters Score -8074199 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -8074247.500000 Penalty: 5309.866699
	Iteration 20F: 3 clusters Score -8074248 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8074310.500000 Penalty: 5309.866699
	Iteration 21Q: 3 clusters Score -8074310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -8074357.000000 Penalty: 5309.866699
	Iteration 22Q: 3 clusters Score -8074357 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -8074417.000000 Penalty: 5309.866699
	Iteration 23Q: 3 clusters Score -8074417 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -8074444.000000 Penalty: 5309.866699
	Iteration 24Q: 3 clusters Score -8074444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -8074484.500000 Penalty: 5309.866699
	Iteration 25Q: 3 clusters Score -8074484 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -8074530.500000 Penalty: 5309.866699
	Iteration 26Q: 3 clusters Score -8074530 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -8074569.500000 Penalty: 5309.866699
	Iteration 27Q: 3 clusters Score -8074570 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -8074605.500000 Penalty: 5309.866699
	Iteration 28Q: 3 clusters Score -8074606 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -8074672.500000 Penalty: 5309.866699
	Iteration 29Q: 3 clusters Score -8074672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -8074719.500000 Penalty: 5309.866699
	Iteration 30Q: 3 clusters Score -8074720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -8074744.500000 Penalty: 5309.866699
	Iteration 31Q: 3 clusters Score -8074744 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -8074795.000000 Penalty: 5309.866699
	Iteration 32Q: 3 clusters Score -8074795 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8074807.500000 Penalty: 5309.866699
	Iteration 33Q: 3 clusters Score -8074808 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -8074844.000000 Penalty: 5309.866699
	Iteration 34Q: 3 clusters Score -8074844 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -8074837.500000 Penalty: 5309.866699
	Iteration 35Q: 3 clusters Score -8074838 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -8074882.000000 Penalty: 5309.866699
	Iteration 36Q: 3 clusters Score -8074882 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8074899.000000 Penalty: 5309.866699
	Iteration 37Q: 3 clusters Score -8074899 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8074933.000000 Penalty: 5309.866699
	Iteration 38Q: 3 clusters Score -8074933 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -8074953.000000 Penalty: 5309.866699
	Iteration 39Q: 3 clusters Score -8074953 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -8074980.500000 Penalty: 5309.866699
	Iteration 40F: 3 clusters Score -8074980 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -8075009.000000 Penalty: 5309.866699
	Iteration 41Q: 3 clusters Score -8075009 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8075037.000000 Penalty: 5309.866699
	Iteration 42Q: 3 clusters Score -8075037 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8075072.500000 Penalty: 5309.866699
	Iteration 43Q: 3 clusters Score -8075072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8075090.500000 Penalty: 5309.866699
	Iteration 44Q: 3 clusters Score -8075090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -8075111.500000 Penalty: 5309.866699
	Iteration 45Q: 3 clusters Score -8075112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8075127.000000 Penalty: 5309.866699
	Iteration 46Q: 3 clusters Score -8075127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -8075133.000000 Penalty: 5309.866699
	Iteration 47Q: 3 clusters Score -8075133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8075147.500000 Penalty: 5309.866699
	Iteration 48Q: 3 clusters Score -8075148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -8075138.500000 Penalty: 5309.866699
	Iteration 49Q: 3 clusters Score -8075138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -8075145.000000 Penalty: 5309.866699
	Iteration 50Q: 3 clusters Score -8075145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -8075136.000000 Penalty: 5309.866699
	Iteration 51Q: 3 clusters Score -8075136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8075130.500000 Penalty: 5309.866699
	Iteration 52Q: 3 clusters Score -8075130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -8075144.000000 Penalty: 5309.866699
	Iteration 53Q: 3 clusters Score -8075144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8075147.000000 Penalty: 5309.866699
	Iteration 54Q: 3 clusters Score -8075147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8075142.500000 Penalty: 5309.866699
	Iteration 55Q: 3 clusters Score -8075142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -8075150.000000 Penalty: 5309.866699
	Iteration 56Q: 3 clusters Score -8075150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8075158.500000 Penalty: 5309.866699
	Iteration 57Q: 3 clusters Score -8075158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8075155.000000 Penalty: 5309.866699
	Iteration 58Q: 3 clusters Score -8075155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8075155.000000 Penalty: 5309.866699
	Iteration 59Q: 3 clusters Score -8075155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8075145.000000 Penalty: 5309.866699
	Iteration 60F: 3 clusters Score -8075145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8075148.000000 Penalty: 5309.866699
	Iteration 61Q: 3 clusters Score -8075148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8075148.500000 Penalty: 5309.866699
	Iteration 62Q: 3 clusters Score -8075148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8075151.500000 Penalty: 5309.866699
	Iteration 63Q: 3 clusters Score -8075152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8075153.500000 Penalty: 5309.866699
	Iteration 64Q: 3 clusters Score -8075154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8075153.500000 Penalty: 5309.866699
	Iteration 65F: 3 clusters Score -8075154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Entering Unmasked Estep 
Score: -2849931.250000 Penalty: 2401.916016
	Iteration 0F: 2 clusters Score -2849931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2838371.000000 Penalty: 4803.832031
	Iteration 0F: 3 clusters Score -2838371 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2842162.000000 Penalty: 4803.832031
	Iteration 1F: 3 clusters Score -2842162 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2842617.500000 Penalty: 4803.832031
	Iteration 2F: 3 clusters Score -2842618 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2842946.000000 Penalty: 4803.832031
	Iteration 3F: 3 clusters Score -2842946 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2843244.750000 Penalty: 4803.832031
	Iteration 4Q: 3 clusters Score -2843245 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2843474.750000 Penalty: 4803.832031
	Iteration 5Q: 3 clusters Score -2843475 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2843699.250000 Penalty: 4803.832031
	Iteration 6Q: 3 clusters Score -2843699 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2843927.500000 Penalty: 4803.832031
	Iteration 7Q: 3 clusters Score -2843928 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2844187.500000 Penalty: 4803.832031
	Iteration 8Q: 3 clusters Score -2844188 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2844496.750000 Penalty: 4803.832031
	Iteration 9Q: 3 clusters Score -2844497 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2844890.500000 Penalty: 4803.832031
	Iteration 10Q: 3 clusters Score -2844890 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2845300.250000 Penalty: 4803.832031
	Iteration 11Q: 3 clusters Score -2845300 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2845736.250000 Penalty: 4803.832031
	Iteration 12Q: 3 clusters Score -2845736 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2846137.500000 Penalty: 4803.832031
	Iteration 13Q: 3 clusters Score -2846138 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2846489.750000 Penalty: 4803.832031
	Iteration 14Q: 3 clusters Score -2846490 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2846813.250000 Penalty: 4803.832031
	Iteration 15Q: 3 clusters Score -2846813 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2847050.500000 Penalty: 4803.832031
	Iteration 16Q: 3 clusters Score -2847050 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2847215.250000 Penalty: 4803.832031
	Iteration 17Q: 3 clusters Score -2847215 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2847334.750000 Penalty: 4803.832031
	Iteration 18Q: 3 clusters Score -2847335 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2847435.000000 Penalty: 4803.832031
	Iteration 19Q: 3 clusters Score -2847435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2847507.750000 Penalty: 4803.832031
	Iteration 20F: 3 clusters Score -2847508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2847553.250000 Penalty: 4803.832031
	Iteration 21Q: 3 clusters Score -2847553 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2847597.250000 Penalty: 4803.832031
	Iteration 22Q: 3 clusters Score -2847597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2847639.750000 Penalty: 4803.832031
	Iteration 23Q: 3 clusters Score -2847640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2847670.250000 Penalty: 4803.832031
	Iteration 24Q: 3 clusters Score -2847670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2847695.250000 Penalty: 4803.832031
	Iteration 25Q: 3 clusters Score -2847695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2847716.000000 Penalty: 4803.832031
	Iteration 26Q: 3 clusters Score -2847716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2847734.500000 Penalty: 4803.832031
	Iteration 27Q: 3 clusters Score -2847734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2847746.250000 Penalty: 4803.832031
	Iteration 28Q: 3 clusters Score -2847746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2847751.250000 Penalty: 4803.832031
	Iteration 29Q: 3 clusters Score -2847751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2847765.750000 Penalty: 4803.832031
	Iteration 30Q: 3 clusters Score -2847766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2847769.500000 Penalty: 4803.832031
	Iteration 31Q: 3 clusters Score -2847770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2847777.250000 Penalty: 4803.832031
	Iteration 32Q: 3 clusters Score -2847777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2847790.750000 Penalty: 4803.832031
	Iteration 33Q: 3 clusters Score -2847791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2847799.000000 Penalty: 4803.832031
	Iteration 34Q: 3 clusters Score -2847799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2847806.250000 Penalty: 4803.832031
	Iteration 35Q: 3 clusters Score -2847806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2847814.250000 Penalty: 4803.832031
	Iteration 36Q: 3 clusters Score -2847814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2847814.250000 Penalty: 4803.832031
	Iteration 37Q: 3 clusters Score -2847814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2847821.000000 Penalty: 4803.832031
	Iteration 38Q: 3 clusters Score -2847821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2847829.750000 Penalty: 4803.832031
	Iteration 39Q: 3 clusters Score -2847830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2847835.750000 Penalty: 4803.832031
	Iteration 40F: 3 clusters Score -2847836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2847840.500000 Penalty: 4803.832031
	Iteration 41Q: 3 clusters Score -2847840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2847858.000000 Penalty: 4803.832031
	Iteration 42Q: 3 clusters Score -2847858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2847863.250000 Penalty: 4803.832031
	Iteration 43Q: 3 clusters Score -2847863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2847864.000000 Penalty: 4803.832031
	Iteration 44Q: 3 clusters Score -2847864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2847862.000000 Penalty: 4803.832031
	Iteration 45Q: 3 clusters Score -2847862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2847863.250000 Penalty: 4803.832031
	Iteration 46Q: 3 clusters Score -2847863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2847859.750000 Penalty: 4803.832031
	Iteration 47Q: 3 clusters Score -2847860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2847860.500000 Penalty: 4803.832031
	Iteration 48Q: 3 clusters Score -2847860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2847866.500000 Penalty: 4803.832031
	Iteration 49Q: 3 clusters Score -2847866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2847868.000000 Penalty: 4803.832031
	Iteration 50Q: 3 clusters Score -2847868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2847871.250000 Penalty: 4803.832031
	Iteration 51Q: 3 clusters Score -2847871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2847872.000000 Penalty: 4803.832031
	Iteration 52Q: 3 clusters Score -2847872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2847879.250000 Penalty: 4803.832031
	Iteration 53Q: 3 clusters Score -2847879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2847881.000000 Penalty: 4803.832031
	Iteration 54Q: 3 clusters Score -2847881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2847881.250000 Penalty: 4803.832031
	Iteration 55Q: 3 clusters Score -2847881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2847882.000000 Penalty: 4803.832031
	Iteration 56Q: 3 clusters Score -2847882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2847883.500000 Penalty: 4803.832031
	Iteration 57Q: 3 clusters Score -2847884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2847879.250000 Penalty: 4803.832031
	Iteration 58Q: 3 clusters Score -2847879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2847879.750000 Penalty: 4803.832031
	Iteration 59Q: 3 clusters Score -2847880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2847879.750000 Penalty: 4803.832031
	Iteration 60F: 3 clusters Score -2847880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Entering Unmasked Estep 
Score: -1193848.000000 Penalty: 2189.103027
	Iteration 0F: 2 clusters Score -1193848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1188212.250000 Penalty: 4378.206055
	Iteration 0F: 3 clusters Score -1188212 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1189803.750000 Penalty: 4378.206055
	Iteration 1F: 3 clusters Score -1189804 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1190168.250000 Penalty: 4378.206055
	Iteration 2F: 3 clusters Score -1190168 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1190464.750000 Penalty: 4378.206055
	Iteration 3F: 3 clusters Score -1190465 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1190722.375000 Penalty: 4378.206055
	Iteration 4F: 3 clusters Score -1190722 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1191049.375000 Penalty: 4378.206055
	Iteration 5F: 3 clusters Score -1191049 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1191395.000000 Penalty: 4378.206055
	Iteration 6F: 3 clusters Score -1191395 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1191785.375000 Penalty: 4378.206055
	Iteration 7F: 3 clusters Score -1191785 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1192076.875000 Penalty: 4378.206055
	Iteration 8F: 3 clusters Score -1192077 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1192274.625000 Penalty: 4378.206055
	Iteration 9Q: 3 clusters Score -1192275 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1192393.625000 Penalty: 4378.206055
	Iteration 10Q: 3 clusters Score -1192394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1192489.375000 Penalty: 4378.206055
	Iteration 11Q: 3 clusters Score -1192489 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1192575.125000 Penalty: 4378.206055
	Iteration 12Q: 3 clusters Score -1192575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1192627.500000 Penalty: 4378.206055
	Iteration 13Q: 3 clusters Score -1192628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1192661.875000 Penalty: 4378.206055
	Iteration 14Q: 3 clusters Score -1192662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1192682.000000 Penalty: 4378.206055
	Iteration 15Q: 3 clusters Score -1192682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1192697.000000 Penalty: 4378.206055
	Iteration 16Q: 3 clusters Score -1192697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1192710.625000 Penalty: 4378.206055
	Iteration 17Q: 3 clusters Score -1192711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1192721.750000 Penalty: 4378.206055
	Iteration 18Q: 3 clusters Score -1192722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1192729.125000 Penalty: 4378.206055
	Iteration 19Q: 3 clusters Score -1192729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1192729.875000 Penalty: 4378.206055
	Iteration 20F: 3 clusters Score -1192730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1192735.250000 Penalty: 4378.206055
	Iteration 21Q: 3 clusters Score -1192735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1192737.750000 Penalty: 4378.206055
	Iteration 22Q: 3 clusters Score -1192738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1192742.125000 Penalty: 4378.206055
	Iteration 23Q: 3 clusters Score -1192742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1192744.875000 Penalty: 4378.206055
	Iteration 24Q: 3 clusters Score -1192745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1192746.625000 Penalty: 4378.206055
	Iteration 25Q: 3 clusters Score -1192747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1192751.000000 Penalty: 4378.206055
	Iteration 26Q: 3 clusters Score -1192751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1192750.250000 Penalty: 4378.206055
	Iteration 27Q: 3 clusters Score -1192750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1192753.375000 Penalty: 4378.206055
	Iteration 28Q: 3 clusters Score -1192753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1192752.500000 Penalty: 4378.206055
	Iteration 29Q: 3 clusters Score -1192752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1192753.750000 Penalty: 4378.206055
	Iteration 30Q: 3 clusters Score -1192754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1192756.250000 Penalty: 4378.206055
	Iteration 31Q: 3 clusters Score -1192756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1192756.125000 Penalty: 4378.206055
	Iteration 32Q: 3 clusters Score -1192756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1192756.125000 Penalty: 4378.206055
	Iteration 33F: 3 clusters Score -1192756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Entering Unmasked Estep 
Score: -7303524.000000 Penalty: 2630.267334
	Iteration 0F: 2 clusters Score -7303524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -7276474.000000 Penalty: 5260.534668
	Iteration 0F: 3 clusters Score -7276474 nChanged 18402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -7286616.500000 Penalty: 5260.534668
	Iteration 1F: 3 clusters Score -7286616 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -7287142.500000 Penalty: 5260.534668
	Iteration 2Q: 3 clusters Score -7287142 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -7287742.500000 Penalty: 5260.534668
	Iteration 3Q: 3 clusters Score -7287742 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -7288402.000000 Penalty: 5260.534668
	Iteration 4Q: 3 clusters Score -7288402 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7289161.500000 Penalty: 5260.534668
	Iteration 5Q: 3 clusters Score -7289162 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -7290259.500000 Penalty: 5260.534668
	Iteration 6Q: 3 clusters Score -7290260 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -7291727.500000 Penalty: 5260.534668
	Iteration 7F: 3 clusters Score -7291728 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -7293503.500000 Penalty: 5260.534668
	Iteration 8F: 3 clusters Score -7293504 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -7295165.500000 Penalty: 5260.534668
	Iteration 9F: 3 clusters Score -7295166 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -7296303.000000 Penalty: 5260.534668
	Iteration 10F: 3 clusters Score -7296303 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -7296855.000000 Penalty: 5260.534668
	Iteration 11Q: 3 clusters Score -7296855 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -7297084.500000 Penalty: 5260.534668
	Iteration 12Q: 3 clusters Score -7297084 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -7297183.500000 Penalty: 5260.534668
	Iteration 13Q: 3 clusters Score -7297184 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -7297257.000000 Penalty: 5260.534668
	Iteration 14Q: 3 clusters Score -7297257 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -7297348.000000 Penalty: 5260.534668
	Iteration 15Q: 3 clusters Score -7297348 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -7297420.500000 Penalty: 5260.534668
	Iteration 16Q: 3 clusters Score -7297420 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -7297457.500000 Penalty: 5260.534668
	Iteration 17Q: 3 clusters Score -7297458 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -7297495.500000 Penalty: 5260.534668
	Iteration 18Q: 3 clusters Score -7297496 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -7297550.000000 Penalty: 5260.534668
	Iteration 19Q: 3 clusters Score -7297550 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -7297611.000000 Penalty: 5260.534668
	Iteration 20F: 3 clusters Score -7297611 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7297631.500000 Penalty: 5260.534668
	Iteration 21Q: 3 clusters Score -7297632 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -7297649.500000 Penalty: 5260.534668
	Iteration 22Q: 3 clusters Score -7297650 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7297680.000000 Penalty: 5260.534668
	Iteration 23Q: 3 clusters Score -7297680 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -7297719.500000 Penalty: 5260.534668
	Iteration 24Q: 3 clusters Score -7297720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -7297744.500000 Penalty: 5260.534668
	Iteration 25Q: 3 clusters Score -7297744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -7297739.000000 Penalty: 5260.534668
	Iteration 26Q: 3 clusters Score -7297739 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -7297759.500000 Penalty: 5260.534668
	Iteration 27Q: 3 clusters Score -7297760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -7297776.500000 Penalty: 5260.534668
	Iteration 28Q: 3 clusters Score -7297776 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -7297806.500000 Penalty: 5260.534668
	Iteration 29Q: 3 clusters Score -7297806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -7297817.000000 Penalty: 5260.534668
	Iteration 30Q: 3 clusters Score -7297817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -7297840.000000 Penalty: 5260.534668
	Iteration 31Q: 3 clusters Score -7297840 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -7297855.500000 Penalty: 5260.534668
	Iteration 32Q: 3 clusters Score -7297856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -7297889.500000 Penalty: 5260.534668
	Iteration 33Q: 3 clusters Score -7297890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -7297894.500000 Penalty: 5260.534668
	Iteration 34Q: 3 clusters Score -7297894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -7297937.000000 Penalty: 5260.534668
	Iteration 35Q: 3 clusters Score -7297937 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -7297945.500000 Penalty: 5260.534668
	Iteration 36Q: 3 clusters Score -7297946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -7297971.500000 Penalty: 5260.534668
	Iteration 37Q: 3 clusters Score -7297972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -7297977.500000 Penalty: 5260.534668
	Iteration 38Q: 3 clusters Score -7297978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -7297981.500000 Penalty: 5260.534668
	Iteration 39Q: 3 clusters Score -7297982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -7297996.000000 Penalty: 5260.534668
	Iteration 40F: 3 clusters Score -7297996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -7298012.000000 Penalty: 5260.534668
	Iteration 41Q: 3 clusters Score -7298012 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -7298004.500000 Penalty: 5260.534668
	Iteration 42Q: 3 clusters Score -7298004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -7298028.000000 Penalty: 5260.534668
	Iteration 43Q: 3 clusters Score -7298028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7298054.000000 Penalty: 5260.534668
	Iteration 44Q: 3 clusters Score -7298054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -7298066.500000 Penalty: 5260.534668
	Iteration 45Q: 3 clusters Score -7298066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -7298070.500000 Penalty: 5260.534668
	Iteration 46Q: 3 clusters Score -7298070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -7298082.000000 Penalty: 5260.534668
	Iteration 47Q: 3 clusters Score -7298082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -7298095.500000 Penalty: 5260.534668
	Iteration 48Q: 3 clusters Score -7298096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -7298120.500000 Penalty: 5260.534668
	Iteration 49Q: 3 clusters Score -7298120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -7298135.500000 Penalty: 5260.534668
	Iteration 50Q: 3 clusters Score -7298136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -7298140.000000 Penalty: 5260.534668
	Iteration 51Q: 3 clusters Score -7298140 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7298160.500000 Penalty: 5260.534668
	Iteration 52Q: 3 clusters Score -7298160 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -7298181.500000 Penalty: 5260.534668
	Iteration 53Q: 3 clusters Score -7298182 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -7298210.000000 Penalty: 5260.534668
	Iteration 54Q: 3 clusters Score -7298210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -7298240.500000 Penalty: 5260.534668
	Iteration 55Q: 3 clusters Score -7298240 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -7298250.500000 Penalty: 5260.534668
	Iteration 56Q: 3 clusters Score -7298250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7298234 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7298256 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7298267 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7298289 nChanged 119
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7298327 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11944 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7298335 nChanged 106
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7298362 nChanged 115
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Mstep: Class 1 contains 11727 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7298360 nChanged 118
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Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7298374 nChanged 116
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Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7298368 nChanged 100
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7298392 nChanged 102
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Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7298391 nChanged 123
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Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7298432 nChanged 113
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Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7298471 nChanged 148
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Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7298482 nChanged 149
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Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7298608 nChanged 162
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Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7298640 nChanged 182
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Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7298674 nChanged 198
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Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 31009 members 
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Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8829 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7848 members 
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Mstep: Class 1 contains 7575 members 
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Mstep: Class 1 contains 6400 members 
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Mstep: Class 1 contains 4539 members 
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Mstep: Class 1 contains 4287 members 
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Mstep: Class 1 contains 4034 members 
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Mstep: Class 1 contains 3781 members 
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Mstep: Class 1 contains 3293 members 
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Mstep: Class 1 contains 2050 members 
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Mstep: Class 1 contains 1585 members 
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	Iteration 118Q: 3 clusters Score -7301183 nChanged 40
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	Iteration 119Q: 3 clusters Score -7301190 nChanged 32
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Score: -7301201.000000 Penalty: 5260.534668
	Iteration 120F: 3 clusters Score -7301201 nChanged 26
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	Iteration 121Q: 3 clusters Score -7301208 nChanged 23
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	Iteration 123Q: 3 clusters Score -7301232 nChanged 21
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	Iteration 124Q: 3 clusters Score -7301244 nChanged 21
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	Iteration 125Q: 3 clusters Score -7301264 nChanged 23
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	Iteration 126Q: 3 clusters Score -7301274 nChanged 25
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7301281 nChanged 23
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	Iteration 128Q: 3 clusters Score -7301290 nChanged 22
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	Iteration 129Q: 3 clusters Score -7301291 nChanged 22
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	Iteration 130Q: 3 clusters Score -7301295 nChanged 29
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	Iteration 132Q: 3 clusters Score -7301318 nChanged 13
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	Iteration 133Q: 3 clusters Score -7301327 nChanged 8
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	Iteration 134Q: 3 clusters Score -7301331 nChanged 10
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	Iteration 135Q: 3 clusters Score -7301333 nChanged 6
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	Iteration 136Q: 3 clusters Score -7301338 nChanged 8
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	Iteration 137Q: 3 clusters Score -7301343 nChanged 11
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	Iteration 138Q: 3 clusters Score -7301340 nChanged 7
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	Iteration 139Q: 3 clusters Score -7301339 nChanged 5
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Score: -7301348.500000 Penalty: 5260.534668
	Iteration 140F: 3 clusters Score -7301348 nChanged 9
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7301352 nChanged 7
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7301359 nChanged 8
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	Iteration 143Q: 3 clusters Score -7301365 nChanged 7
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	Iteration 144Q: 3 clusters Score -7301362 nChanged 6
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	Iteration 145Q: 3 clusters Score -7301364 nChanged 11
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	Iteration 146Q: 3 clusters Score -7301372 nChanged 8
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	Iteration 147Q: 3 clusters Score -7301374 nChanged 6
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	Iteration 148Q: 3 clusters Score -7301374 nChanged 7
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	Iteration 149Q: 3 clusters Score -7301368 nChanged 10
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	Iteration 150Q: 3 clusters Score -7301370 nChanged 5
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Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7301375.500000 Penalty: 5260.534668
	Iteration 151Q: 3 clusters Score -7301376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -7301370.000000 Penalty: 5260.534668
	Iteration 152Q: 3 clusters Score -7301370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7301370.500000 Penalty: 5260.534668
	Iteration 153Q: 3 clusters Score -7301370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7301379.000000 Penalty: 5260.534668
	Iteration 154Q: 3 clusters Score -7301379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7301382.500000 Penalty: 5260.534668
	Iteration 155Q: 3 clusters Score -7301382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -7301384.500000 Penalty: 5260.534668
	Iteration 156Q: 3 clusters Score -7301384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7301383.500000 Penalty: 5260.534668
	Iteration 157Q: 3 clusters Score -7301384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -7301383.500000 Penalty: 5260.534668
	Iteration 158Q: 3 clusters Score -7301384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7301380.500000 Penalty: 5260.534668
	Iteration 159Q: 3 clusters Score -7301380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7301385.000000 Penalty: 5260.534668
	Iteration 160F: 3 clusters Score -7301385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -7301387.500000 Penalty: 5260.534668
	Iteration 161Q: 3 clusters Score -7301388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -7301385.000000 Penalty: 5260.534668
	Iteration 162Q: 3 clusters Score -7301385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -7301390.500000 Penalty: 5260.534668
	Iteration 163Q: 3 clusters Score -7301390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -7301389.000000 Penalty: 5260.534668
	Iteration 164Q: 3 clusters Score -7301389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7301388.000000 Penalty: 5260.534668
	Iteration 165Q: 3 clusters Score -7301388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7301388.000000 Penalty: 5260.534668
	Iteration 166F: 3 clusters Score -7301388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -1464848.625000 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -1464849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1458233.750000 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -1458234 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1460086.250000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -1460086 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1460394.500000 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -1460394 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1460642.875000 Penalty: 4473.152832
	Iteration 3F: 3 clusters Score -1460643 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1460818.125000 Penalty: 4473.152832
	Iteration 4Q: 3 clusters Score -1460818 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1460961.250000 Penalty: 4473.152832
	Iteration 5Q: 3 clusters Score -1460961 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1461095.250000 Penalty: 4473.152832
	Iteration 6Q: 3 clusters Score -1461095 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1461215.750000 Penalty: 4473.152832
	Iteration 7Q: 3 clusters Score -1461216 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1461337.875000 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -1461338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1461461.750000 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -1461462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1461572.125000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -1461572 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1461674.250000 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -1461674 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1461780.250000 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -1461780 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1461899.125000 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -1461899 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1462024.750000 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -1462025 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1462148.750000 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -1462149 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1462285.500000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -1462286 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1462409.375000 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -1462409 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1462522.375000 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -1462522 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1462613.500000 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -1462614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1462694.750000 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -1462695 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1462766.750000 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -1462767 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1462825.000000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -1462825 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1462870.000000 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -1462870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1462915.375000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -1462915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1462929.375000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -1462929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1462951.125000 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -1462951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1462965.750000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -1462966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1462972.875000 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -1462973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1462986.125000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -1462986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1462994.125000 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -1462994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1463000.500000 Penalty: 4473.152832
	Iteration 31Q: 3 clusters Score -1463000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1463005.250000 Penalty: 4473.152832
	Iteration 32Q: 3 clusters Score -1463005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1463009.375000 Penalty: 4473.152832
	Iteration 33Q: 3 clusters Score -1463009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1463010.375000 Penalty: 4473.152832
	Iteration 34Q: 3 clusters Score -1463010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1463011.500000 Penalty: 4473.152832
	Iteration 35Q: 3 clusters Score -1463012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1463014.125000 Penalty: 4473.152832
	Iteration 36Q: 3 clusters Score -1463014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1463016.750000 Penalty: 4473.152832
	Iteration 37Q: 3 clusters Score -1463017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1463019.000000 Penalty: 4473.152832
	Iteration 38Q: 3 clusters Score -1463019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1463022.750000 Penalty: 4473.152832
	Iteration 39Q: 3 clusters Score -1463023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1463028.500000 Penalty: 4473.152832
	Iteration 40F: 3 clusters Score -1463028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1463030.375000 Penalty: 4473.152832
	Iteration 41Q: 3 clusters Score -1463030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1463035.375000 Penalty: 4473.152832
	Iteration 42Q: 3 clusters Score -1463035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1463036.875000 Penalty: 4473.152832
	Iteration 43Q: 3 clusters Score -1463037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1463036.875000 Penalty: 4473.152832
	Iteration 44F: 3 clusters Score -1463037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Entering Unmasked Estep 
Score: -2398423.500000 Penalty: 2360.894287
	Iteration 0F: 2 clusters Score -2398424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2388420.500000 Penalty: 4721.788574
	Iteration 0F: 3 clusters Score -2388420 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2391673.500000 Penalty: 4721.788574
	Iteration 1F: 3 clusters Score -2391674 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2392230.000000 Penalty: 4721.788574
	Iteration 2F: 3 clusters Score -2392230 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2392866.750000 Penalty: 4721.788574
	Iteration 3F: 3 clusters Score -2392867 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2393617.000000 Penalty: 4721.788574
	Iteration 4F: 3 clusters Score -2393617 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2394437.500000 Penalty: 4721.788574
	Iteration 5F: 3 clusters Score -2394438 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2395346.250000 Penalty: 4721.788574
	Iteration 6F: 3 clusters Score -2395346 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2396167.500000 Penalty: 4721.788574
	Iteration 7F: 3 clusters Score -2396168 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2396823.000000 Penalty: 4721.788574
	Iteration 8F: 3 clusters Score -2396823 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2397361.000000 Penalty: 4721.788574
	Iteration 9Q: 3 clusters Score -2397361 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2397726.250000 Penalty: 4721.788574
	Iteration 10Q: 3 clusters Score -2397726 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2397952.000000 Penalty: 4721.788574
	Iteration 11Q: 3 clusters Score -2397952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2398097.500000 Penalty: 4721.788574
	Iteration 12Q: 3 clusters Score -2398098 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2398178.000000 Penalty: 4721.788574
	Iteration 13Q: 3 clusters Score -2398178 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2398225.750000 Penalty: 4721.788574
	Iteration 14Q: 3 clusters Score -2398226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2398241.250000 Penalty: 4721.788574
	Iteration 15Q: 3 clusters Score -2398241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2398264.000000 Penalty: 4721.788574
	Iteration 16Q: 3 clusters Score -2398264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2398270.250000 Penalty: 4721.788574
	Iteration 17Q: 3 clusters Score -2398270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2398283.250000 Penalty: 4721.788574
	Iteration 18Q: 3 clusters Score -2398283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2398278.250000 Penalty: 4721.788574
	Iteration 19Q: 3 clusters Score -2398278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2398279.750000 Penalty: 4721.788574
	Iteration 20F: 3 clusters Score -2398280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2398288.500000 Penalty: 4721.788574
	Iteration 21Q: 3 clusters Score -2398288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2398286.750000 Penalty: 4721.788574
	Iteration 22Q: 3 clusters Score -2398287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2398289.500000 Penalty: 4721.788574
	Iteration 23Q: 3 clusters Score -2398290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2398290.250000 Penalty: 4721.788574
	Iteration 24Q: 3 clusters Score -2398290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2398293.750000 Penalty: 4721.788574
	Iteration 25Q: 3 clusters Score -2398294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2398294.750000 Penalty: 4721.788574
	Iteration 26Q: 3 clusters Score -2398295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2398294.250000 Penalty: 4721.788574
	Iteration 27Q: 3 clusters Score -2398294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2398295.500000 Penalty: 4721.788574
	Iteration 28Q: 3 clusters Score -2398296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2398298.250000 Penalty: 4721.788574
	Iteration 29Q: 3 clusters Score -2398298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2398297.750000 Penalty: 4721.788574
	Iteration 30Q: 3 clusters Score -2398298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2398298.500000 Penalty: 4721.788574
	Iteration 31Q: 3 clusters Score -2398298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2398301.750000 Penalty: 4721.788574
	Iteration 32Q: 3 clusters Score -2398302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2398303.500000 Penalty: 4721.788574
	Iteration 33Q: 3 clusters Score -2398304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2398304.250000 Penalty: 4721.788574
	Iteration 34Q: 3 clusters Score -2398304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2398304.750000 Penalty: 4721.788574
	Iteration 35Q: 3 clusters Score -2398305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2398300.500000 Penalty: 4721.788574
	Iteration 36Q: 3 clusters Score -2398300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2398300.500000 Penalty: 4721.788574
	Iteration 37Q: 3 clusters Score -2398300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2398300.750000 Penalty: 4721.788574
	Iteration 38Q: 3 clusters Score -2398301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2398302.250000 Penalty: 4721.788574
	Iteration 39Q: 3 clusters Score -2398302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2398300.000000 Penalty: 4721.788574
	Iteration 40F: 3 clusters Score -2398300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -261796.937500 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -261796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -259485.562500 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -259485.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -260386.281250 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -260386.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -260808.984375 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -260809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -261013.750000 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -261013.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -261185.515625 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -261185.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -261317.015625 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -261317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -261400.250000 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -261400.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -261465.906250 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -261465.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -261525.656250 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -261525.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -261558.953125 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -261559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -261594.281250 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -261594.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -261625.625000 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -261625.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -261645.046875 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -261645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -261661.796875 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -261661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -261682.062500 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -261682.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -261698.359375 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -261698.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -261721.281250 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -261721.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -261735.906250 Penalty: 3684.158447
	Iteration 17Q: 3 clusters Score -261735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -261743.812500 Penalty: 3684.158447
	Iteration 18Q: 3 clusters Score -261743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -261751.093750 Penalty: 3684.158447
	Iteration 19Q: 3 clusters Score -261751.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -261764.640625 Penalty: 3684.158447
	Iteration 20F: 3 clusters Score -261764.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -261785.906250 Penalty: 3684.158447
	Iteration 21Q: 3 clusters Score -261785.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -261797.750000 Penalty: 3684.158447
	Iteration 22Q: 3 clusters Score -261797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -261809.296875 Penalty: 3684.158447
	Iteration 23Q: 3 clusters Score -261809.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261815.171875 Penalty: 3684.158447
	Iteration 24Q: 3 clusters Score -261815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -261826.671875 Penalty: 3684.158447
	Iteration 25Q: 3 clusters Score -261826.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -261839.484375 Penalty: 3684.158447
	Iteration 26Q: 3 clusters Score -261839.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -261846.234375 Penalty: 3684.158447
	Iteration 27Q: 3 clusters Score -261846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -261854.546875 Penalty: 3684.158447
	Iteration 28Q: 3 clusters Score -261854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -261858.125000 Penalty: 3684.158447
	Iteration 29Q: 3 clusters Score -261858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -261859.140625 Penalty: 3684.158447
	Iteration 30Q: 3 clusters Score -261859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -261861.250000 Penalty: 3684.158447
	Iteration 31Q: 3 clusters Score -261861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -261861.250000 Penalty: 3684.158447
	Iteration 32F: 3 clusters Score -261861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 49150 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 39918 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 50168 members 
Mstep: Class 15 contains 38216 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18232 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 47447 members 
Mstep: Class 27 contains 45192 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41639 members 
Mstep: Class 32 contains 48431 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44990 members 
Mstep: Class 35 contains 41061 members 
Mstep: Class 36 contains 12404 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44311 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41872 members 
Mstep: Class 42 contains 35867 members 
Mstep: Class 43 contains 580 members 
Entering Unmasked Estep 
Score: -196420016.000000 Penalty: 148555.890625
Splitting cluster 25 changes total score from -196421488.000000 to -196420016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (47447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Entering Unmasked Estep 
Score: -8568549.000000 Penalty: 2670.307373
	Iteration 0F: 2 clusters Score -8568549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -8538504.000000 Penalty: 5340.614746
	Iteration 0F: 3 clusters Score -8538504 nChanged 21796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -8550490.000000 Penalty: 5340.614746
	Iteration 1F: 3 clusters Score -8550490 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -8550949.000000 Penalty: 5340.614746
	Iteration 2Q: 3 clusters Score -8550949 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -8551366.000000 Penalty: 5340.614746
	Iteration 3Q: 3 clusters Score -8551366 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8551776.000000 Penalty: 5340.614746
	Iteration 4Q: 3 clusters Score -8551776 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -8552146.000000 Penalty: 5340.614746
	Iteration 5Q: 3 clusters Score -8552146 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8552586.000000 Penalty: 5340.614746
	Iteration 6Q: 3 clusters Score -8552586 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -8552965.000000 Penalty: 5340.614746
	Iteration 7Q: 3 clusters Score -8552965 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -8553488.000000 Penalty: 5340.614746
	Iteration 8Q: 3 clusters Score -8553488 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -8553978.000000 Penalty: 5340.614746
	Iteration 9Q: 3 clusters Score -8553978 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -8554473.000000 Penalty: 5340.614746
	Iteration 10Q: 3 clusters Score -8554473 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -8554969.000000 Penalty: 5340.614746
	Iteration 11Q: 3 clusters Score -8554969 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -8555438.000000 Penalty: 5340.614746
	Iteration 12Q: 3 clusters Score -8555438 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -8556026.000000 Penalty: 5340.614746
	Iteration 13Q: 3 clusters Score -8556026 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -8556669.000000 Penalty: 5340.614746
	Iteration 14Q: 3 clusters Score -8556669 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -8557429.000000 Penalty: 5340.614746
	Iteration 15Q: 3 clusters Score -8557429 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -8558199.000000 Penalty: 5340.614746
	Iteration 16Q: 3 clusters Score -8558199 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -8559049.000000 Penalty: 5340.614746
	Iteration 17Q: 3 clusters Score -8559049 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -8559886.000000 Penalty: 5340.614746
	Iteration 18Q: 3 clusters Score -8559886 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -8560976.000000 Penalty: 5340.614746
	Iteration 19Q: 3 clusters Score -8560976 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -8562145.000000 Penalty: 5340.614746
	Iteration 20F: 3 clusters Score -8562145 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -8563152.000000 Penalty: 5340.614746
	Iteration 21Q: 3 clusters Score -8563152 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -8563789.000000 Penalty: 5340.614746
	Iteration 22Q: 3 clusters Score -8563789 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -8564246.000000 Penalty: 5340.614746
	Iteration 23Q: 3 clusters Score -8564246 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8564543.000000 Penalty: 5340.614746
	Iteration 24Q: 3 clusters Score -8564543 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -8564735.000000 Penalty: 5340.614746
	Iteration 25Q: 3 clusters Score -8564735 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -8564863.000000 Penalty: 5340.614746
	Iteration 26Q: 3 clusters Score -8564863 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8564990.000000 Penalty: 5340.614746
	Iteration 27Q: 3 clusters Score -8564990 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -8565087.000000 Penalty: 5340.614746
	Iteration 28Q: 3 clusters Score -8565087 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -8565199.000000 Penalty: 5340.614746
	Iteration 29Q: 3 clusters Score -8565199 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -8565293.000000 Penalty: 5340.614746
	Iteration 30Q: 3 clusters Score -8565293 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -8565359.000000 Penalty: 5340.614746
	Iteration 31Q: 3 clusters Score -8565359 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -8565407.000000 Penalty: 5340.614746
	Iteration 32Q: 3 clusters Score -8565407 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8565462.000000 Penalty: 5340.614746
	Iteration 33Q: 3 clusters Score -8565462 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8565535.000000 Penalty: 5340.614746
	Iteration 34Q: 3 clusters Score -8565535 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -8565585.000000 Penalty: 5340.614746
	Iteration 35Q: 3 clusters Score -8565585 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -8565633.000000 Penalty: 5340.614746
	Iteration 36Q: 3 clusters Score -8565633 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -8565695.000000 Penalty: 5340.614746
	Iteration 37Q: 3 clusters Score -8565695 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -8565734.000000 Penalty: 5340.614746
	Iteration 38Q: 3 clusters Score -8565734 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8565717 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8565847 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8565881 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8565941 nChanged 302
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Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8566018 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8566070 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8566112 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -8566164.000000 Penalty: 5340.614746
	Iteration 47Q: 3 clusters Score -8566164 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -8566153.000000 Penalty: 5340.614746
	Iteration 48Q: 3 clusters Score -8566153 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8566125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -8566141.000000 Penalty: 5340.614746
	Iteration 50Q: 3 clusters Score -8566141 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -8566182.000000 Penalty: 5340.614746
	Iteration 51Q: 3 clusters Score -8566182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8566180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -8566201.000000 Penalty: 5340.614746
	Iteration 53Q: 3 clusters Score -8566201 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -8566209.000000 Penalty: 5340.614746
	Iteration 54Q: 3 clusters Score -8566209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8566213.000000 Penalty: 5340.614746
	Iteration 55Q: 3 clusters Score -8566213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8566189.000000 Penalty: 5340.614746
	Iteration 56Q: 3 clusters Score -8566189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -8566210.000000 Penalty: 5340.614746
	Iteration 57Q: 3 clusters Score -8566210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -8566227.000000 Penalty: 5340.614746
	Iteration 58Q: 3 clusters Score -8566227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -8566220.000000 Penalty: 5340.614746
	Iteration 59Q: 3 clusters Score -8566220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -8566223.000000 Penalty: 5340.614746
	Iteration 60F: 3 clusters Score -8566223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -8566249.000000 Penalty: 5340.614746
	Iteration 61Q: 3 clusters Score -8566249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -8566258.000000 Penalty: 5340.614746
	Iteration 62Q: 3 clusters Score -8566258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -8566246.000000 Penalty: 5340.614746
	Iteration 63Q: 3 clusters Score -8566246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -8566255.000000 Penalty: 5340.614746
	Iteration 64Q: 3 clusters Score -8566255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8566263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -8566271.000000 Penalty: 5340.614746
	Iteration 66Q: 3 clusters Score -8566271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -8566290.000000 Penalty: 5340.614746
	Iteration 67Q: 3 clusters Score -8566290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -8566267.000000 Penalty: 5340.614746
	Iteration 68Q: 3 clusters Score -8566267 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8566293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8566293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8566282 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8566282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -8566277.000000 Penalty: 5340.614746
	Iteration 73Q: 3 clusters Score -8566277 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13479 members 
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Entering Unmasked Estep 
Score: -8566301.000000 Penalty: 5340.614746
	Iteration 74Q: 3 clusters Score -8566301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -8566302.000000 Penalty: 5340.614746
	Iteration 75Q: 3 clusters Score -8566302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8566295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -8566311.000000 Penalty: 5340.614746
	Iteration 77Q: 3 clusters Score -8566311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -8566319.000000 Penalty: 5340.614746
	Iteration 78Q: 3 clusters Score -8566319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -8566314.000000 Penalty: 5340.614746
	Iteration 79Q: 3 clusters Score -8566314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -8566316.000000 Penalty: 5340.614746
	Iteration 80F: 3 clusters Score -8566316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -8566318.000000 Penalty: 5340.614746
	Iteration 81Q: 3 clusters Score -8566318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8566317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8566310.000000 Penalty: 5340.614746
	Iteration 83Q: 3 clusters Score -8566310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -8566304.000000 Penalty: 5340.614746
	Iteration 84Q: 3 clusters Score -8566304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -8566322.000000 Penalty: 5340.614746
	Iteration 85Q: 3 clusters Score -8566322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8566329.000000 Penalty: 5340.614746
	Iteration 86Q: 3 clusters Score -8566329 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -8566325.000000 Penalty: 5340.614746
	Iteration 87Q: 3 clusters Score -8566325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -8566308.000000 Penalty: 5340.614746
	Iteration 88Q: 3 clusters Score -8566308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -8566300.000000 Penalty: 5340.614746
	Iteration 89Q: 3 clusters Score -8566300 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8566322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -8566338.000000 Penalty: 5340.614746
	Iteration 91Q: 3 clusters Score -8566338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -8566343.000000 Penalty: 5340.614746
	Iteration 92Q: 3 clusters Score -8566343 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -8566334.000000 Penalty: 5340.614746
	Iteration 93Q: 3 clusters Score -8566334 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14629 members 
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Entering Unmasked Estep 
Score: -8566352.000000 Penalty: 5340.614746
	Iteration 94Q: 3 clusters Score -8566352 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14718 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8566361 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14805 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8566373 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8566367 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8566361 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -8566374.000000 Penalty: 5340.614746
	Iteration 99Q: 3 clusters Score -8566374 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8566361 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -8566340.000000 Penalty: 5340.614746
	Iteration 101Q: 3 clusters Score -8566340 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -8566333.000000 Penalty: 5340.614746
	Iteration 102Q: 3 clusters Score -8566333 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -8566328.000000 Penalty: 5340.614746
	Iteration 103Q: 3 clusters Score -8566328 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15417 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8566346 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15463 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8566357 nChanged 41
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8566346 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15546 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8566356 nChanged 51
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Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8566357 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15652 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8566356 nChanged 70
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Mstep: Class 1 contains 15722 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8566345 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15838 members 
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Entering Unmasked Estep 
Score: -8566320.000000 Penalty: 5340.614746
	Iteration 111Q: 3 clusters Score -8566320 nChanged 125
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8566298 nChanged 142
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Mstep: Class 1 contains 16105 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8566286 nChanged 135
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8566288 nChanged 138
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	Iteration 115Q: 3 clusters Score -8566298 nChanged 140
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8566294 nChanged 166
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	Iteration 118Q: 3 clusters Score -8566304 nChanged 166
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	Iteration 119Q: 3 clusters Score -8566327 nChanged 180
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8566332 nChanged 176
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	Iteration 121Q: 3 clusters Score -8566348 nChanged 173
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8566324 nChanged 149
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	Iteration 123Q: 3 clusters Score -8566340 nChanged 149
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8566359 nChanged 109
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	Iteration 126Q: 3 clusters Score -8566383 nChanged 100
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8566393 nChanged 118
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8566395 nChanged 95
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	Iteration 130Q: 3 clusters Score -8566391 nChanged 79
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	Iteration 131Q: 3 clusters Score -8566378 nChanged 84
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	Iteration 132Q: 3 clusters Score -8566368 nChanged 90
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	Iteration 226Q: 3 clusters Score -8566598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -8566583.000000 Penalty: 5340.614746
	Iteration 227Q: 3 clusters Score -8566583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8566594.000000 Penalty: 5340.614746
	Iteration 228Q: 3 clusters Score -8566594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -8566577.000000 Penalty: 5340.614746
	Iteration 229Q: 3 clusters Score -8566577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8566575.000000 Penalty: 5340.614746
	Iteration 230Q: 3 clusters Score -8566575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -8566562.000000 Penalty: 5340.614746
	Iteration 231Q: 3 clusters Score -8566562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8566582.000000 Penalty: 5340.614746
	Iteration 232Q: 3 clusters Score -8566582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8566569.000000 Penalty: 5340.614746
	Iteration 233Q: 3 clusters Score -8566569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8566559.000000 Penalty: 5340.614746
	Iteration 234Q: 3 clusters Score -8566559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -8566553.000000 Penalty: 5340.614746
	Iteration 235Q: 3 clusters Score -8566553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -8566563.000000 Penalty: 5340.614746
	Iteration 236Q: 3 clusters Score -8566563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8566564.000000 Penalty: 5340.614746
	Iteration 237Q: 3 clusters Score -8566564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -8566569.000000 Penalty: 5340.614746
	Iteration 238Q: 3 clusters Score -8566569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -8566574.000000 Penalty: 5340.614746
	Iteration 239Q: 3 clusters Score -8566574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -8566574.000000 Penalty: 5340.614746
	Iteration 240F: 3 clusters Score -8566574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Entering Unmasked Estep 
Score: -8170297.500000 Penalty: 2658.231445
	Iteration 0F: 2 clusters Score -8170298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -8140657.500000 Penalty: 5316.462891
	Iteration 0F: 3 clusters Score -8140658 nChanged 20837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -8152083.500000 Penalty: 5316.462891
	Iteration 1F: 3 clusters Score -8152084 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -8152692.000000 Penalty: 5316.462891
	Iteration 2Q: 3 clusters Score -8152692 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8153385.000000 Penalty: 5316.462891
	Iteration 3Q: 3 clusters Score -8153385 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -8154077.500000 Penalty: 5316.462891
	Iteration 4Q: 3 clusters Score -8154078 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -8154906.500000 Penalty: 5316.462891
	Iteration 5Q: 3 clusters Score -8154906 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -8155789.000000 Penalty: 5316.462891
	Iteration 6Q: 3 clusters Score -8155789 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -8156812.000000 Penalty: 5316.462891
	Iteration 7Q: 3 clusters Score -8156812 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -8158139.000000 Penalty: 5316.462891
	Iteration 8F: 3 clusters Score -8158139 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -8159744.000000 Penalty: 5316.462891
	Iteration 9F: 3 clusters Score -8159744 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -8161662.000000 Penalty: 5316.462891
	Iteration 10F: 3 clusters Score -8161662 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -8163553.000000 Penalty: 5316.462891
	Iteration 11F: 3 clusters Score -8163553 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -8165165.000000 Penalty: 5316.462891
	Iteration 12Q: 3 clusters Score -8165165 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8166158.500000 Penalty: 5316.462891
	Iteration 13Q: 3 clusters Score -8166158 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8166862.500000 Penalty: 5316.462891
	Iteration 14Q: 3 clusters Score -8166862 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -8167280.500000 Penalty: 5316.462891
	Iteration 15Q: 3 clusters Score -8167280 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -8167556.500000 Penalty: 5316.462891
	Iteration 16Q: 3 clusters Score -8167556 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8167731.500000 Penalty: 5316.462891
	Iteration 17Q: 3 clusters Score -8167732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8167857.500000 Penalty: 5316.462891
	Iteration 18Q: 3 clusters Score -8167858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -8167925.500000 Penalty: 5316.462891
	Iteration 19Q: 3 clusters Score -8167926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -8167973.500000 Penalty: 5316.462891
	Iteration 20F: 3 clusters Score -8167974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -8167991.000000 Penalty: 5316.462891
	Iteration 21Q: 3 clusters Score -8167991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -8168005.500000 Penalty: 5316.462891
	Iteration 22Q: 3 clusters Score -8168006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -8168016.000000 Penalty: 5316.462891
	Iteration 23Q: 3 clusters Score -8168016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8168024.000000 Penalty: 5316.462891
	Iteration 24Q: 3 clusters Score -8168024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -8168030.500000 Penalty: 5316.462891
	Iteration 25Q: 3 clusters Score -8168030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -8168038.500000 Penalty: 5316.462891
	Iteration 26Q: 3 clusters Score -8168038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -8168038.500000 Penalty: 5316.462891
	Iteration 27F: 3 clusters Score -8168038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1854837.375000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -1854837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1846912.500000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -1846912 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1849219.375000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -1849219 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1849540.625000 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -1849541 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1849792.125000 Penalty: 4589.591309
	Iteration 3F: 3 clusters Score -1849792 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1849999.125000 Penalty: 4589.591309
	Iteration 4Q: 3 clusters Score -1849999 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1850234.875000 Penalty: 4589.591309
	Iteration 5Q: 3 clusters Score -1850235 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1850517.875000 Penalty: 4589.591309
	Iteration 6Q: 3 clusters Score -1850518 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1850875.250000 Penalty: 4589.591309
	Iteration 7Q: 3 clusters Score -1850875 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1851286.750000 Penalty: 4589.591309
	Iteration 8F: 3 clusters Score -1851287 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1851687.250000 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -1851687 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1852032.250000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -1852032 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1852297.625000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -1852298 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1852468.750000 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -1852469 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1852593.125000 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -1852593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1852650.500000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -1852650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1852701.875000 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -1852702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1852738.625000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -1852739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1852767.250000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -1852767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1852776.500000 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -1852776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1852784.125000 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -1852784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1852787.125000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -1852787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1852791.625000 Penalty: 4589.591309
	Iteration 21Q: 3 clusters Score -1852792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1852796.750000 Penalty: 4589.591309
	Iteration 22Q: 3 clusters Score -1852797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1852801.750000 Penalty: 4589.591309
	Iteration 23Q: 3 clusters Score -1852802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1852805.500000 Penalty: 4589.591309
	Iteration 24Q: 3 clusters Score -1852806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1852810.500000 Penalty: 4589.591309
	Iteration 25Q: 3 clusters Score -1852810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1852812.250000 Penalty: 4589.591309
	Iteration 26Q: 3 clusters Score -1852812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1852814.125000 Penalty: 4589.591309
	Iteration 27Q: 3 clusters Score -1852814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1852813.875000 Penalty: 4589.591309
	Iteration 28Q: 3 clusters Score -1852814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1852817.625000 Penalty: 4589.591309
	Iteration 29Q: 3 clusters Score -1852818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1852822.250000 Penalty: 4589.591309
	Iteration 30Q: 3 clusters Score -1852822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1852822.250000 Penalty: 4589.591309
	Iteration 31F: 3 clusters Score -1852822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -104731.750000 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -104731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103041.914062 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -103041.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103523.156250 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -103523.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103748.101562 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -103748.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103845.781250 Penalty: 3314.325684
	Iteration 3Q: 3 clusters Score -103845.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -103900.898438 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -103900.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103928.937500 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -103928.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103962.382812 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -103962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103990.171875 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -103990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104024.195312 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -104024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104064.953125 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -104065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104084.632812 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -104084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104116.039062 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -104116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104157.296875 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -104157.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104213.070312 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -104213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104268.703125 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -104268.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104298.781250 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -104298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104329.531250 Penalty: 3314.325684
	Iteration 16Q: 3 clusters Score -104329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104348.585938 Penalty: 3314.325684
	Iteration 17Q: 3 clusters Score -104348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104402.937500 Penalty: 3314.325684
	Iteration 18Q: 3 clusters Score -104402.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104499.125000 Penalty: 3314.325684
	Iteration 19Q: 3 clusters Score -104499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104582.234375 Penalty: 3314.325684
	Iteration 20F: 3 clusters Score -104582.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104732.554688 Penalty: 3314.325684
	Iteration 21Q: 3 clusters Score -104732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104836.781250 Penalty: 3314.325684
	Iteration 22Q: 3 clusters Score -104836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104897.578125 Penalty: 3314.325684
	Iteration 23Q: 3 clusters Score -104897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104940.304688 Penalty: 3314.325684
	Iteration 24Q: 3 clusters Score -104940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104991.617188 Penalty: 3314.325684
	Iteration 25Q: 3 clusters Score -104991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105040.390625 Penalty: 3314.325684
	Iteration 26Q: 3 clusters Score -105040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105045.132812 Penalty: 3314.325684
	Iteration 27Q: 3 clusters Score -105045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105045.132812 Penalty: 3314.325684
	Iteration 28F: 3 clusters Score -105045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 49150 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 39918 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 50168 members 
Mstep: Class 15 contains 38216 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18232 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47447 members 
Mstep: Class 27 contains 45192 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 388 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41639 members 
Mstep: Class 32 contains 48431 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44990 members 
Mstep: Class 35 contains 41061 members 
Mstep: Class 36 contains 12404 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44311 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41872 members 
Mstep: Class 42 contains 35867 members 
Mstep: Class 43 contains 410 members 
Entering Unmasked Estep 
Score: -196419808.000000 Penalty: 148555.890625
Splitting cluster 29 changes total score from -196421488.000000 to -196419808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -260681.359375 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -260681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -258457.171875 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -258457.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -259060.031250 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -259060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -259645.656250 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -259645.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -260239.515625 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -260239.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -260596.000000 Penalty: 3645.537354
	Iteration 4F: 3 clusters Score -260596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -260763.234375 Penalty: 3645.537354
	Iteration 5F: 3 clusters Score -260763.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -260823.156250 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -260823.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -260860.890625 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -260860.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -260884.328125 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -260884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -260897.078125 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -260897.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -260910.484375 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -260910.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -260927.406250 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -260927.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -260939.062500 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -260939.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -260947.968750 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -260948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -260958.140625 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -260958.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -260973.828125 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -260973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -260997.093750 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -260997.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -261043.078125 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -261043.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261083.250000 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -261083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -261129.515625 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -261129.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -261196.125000 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -261196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -261270.515625 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -261270.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -261367.859375 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -261367.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -261438.406250 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -261438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -261470.484375 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -261470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -261500.406250 Penalty: 3645.537354
	Iteration 25Q: 3 clusters Score -261500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -261525.234375 Penalty: 3645.537354
	Iteration 26Q: 3 clusters Score -261525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261535.859375 Penalty: 3645.537354
	Iteration 27Q: 3 clusters Score -261535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -261537.921875 Penalty: 3645.537354
	Iteration 28Q: 3 clusters Score -261537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -261538.390625 Penalty: 3645.537354
	Iteration 29Q: 3 clusters Score -261538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -261538.390625 Penalty: 3645.537354
	Iteration 30F: 3 clusters Score -261538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 49150 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 39918 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 50168 members 
Mstep: Class 15 contains 38216 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18232 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47447 members 
Mstep: Class 27 contains 45192 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 41639 members 
Mstep: Class 32 contains 48431 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44990 members 
Mstep: Class 35 contains 41061 members 
Mstep: Class 36 contains 12404 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44311 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41872 members 
Mstep: Class 42 contains 35867 members 
Mstep: Class 43 contains 1122 members 
Entering Unmasked Estep 
Score: -196420848.000000 Penalty: 148555.890625
Splitting cluster 30 changes total score from -196421488.000000 to -196420848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (41639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Entering Unmasked Estep 
Score: -7410888.000000 Penalty: 2637.924561
	Iteration 0F: 2 clusters Score -7410888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7382921.000000 Penalty: 5275.849121
	Iteration 0F: 3 clusters Score -7382921 nChanged 19175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -7393765.000000 Penalty: 5275.849121
	Iteration 1F: 3 clusters Score -7393765 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -7394397.500000 Penalty: 5275.849121
	Iteration 2Q: 3 clusters Score -7394398 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -7395120.500000 Penalty: 5275.849121
	Iteration 3Q: 3 clusters Score -7395120 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -7396021.500000 Penalty: 5275.849121
	Iteration 4Q: 3 clusters Score -7396022 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -7397192.000000 Penalty: 5275.849121
	Iteration 5F: 3 clusters Score -7397192 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -7398734.500000 Penalty: 5275.849121
	Iteration 6F: 3 clusters Score -7398734 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -7400606.000000 Penalty: 5275.849121
	Iteration 7F: 3 clusters Score -7400606 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7402597.500000 Penalty: 5275.849121
	Iteration 8F: 3 clusters Score -7402598 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -7404442.500000 Penalty: 5275.849121
	Iteration 9F: 3 clusters Score -7404442 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -7405941.500000 Penalty: 5275.849121
	Iteration 10Q: 3 clusters Score -7405942 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -7406854.000000 Penalty: 5275.849121
	Iteration 11Q: 3 clusters Score -7406854 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -7407417.000000 Penalty: 5275.849121
	Iteration 12Q: 3 clusters Score -7407417 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -7407773.500000 Penalty: 5275.849121
	Iteration 13Q: 3 clusters Score -7407774 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7407989.500000 Penalty: 5275.849121
	Iteration 14Q: 3 clusters Score -7407990 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -7408142.000000 Penalty: 5275.849121
	Iteration 15Q: 3 clusters Score -7408142 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7408328.000000 Penalty: 5275.849121
	Iteration 16Q: 3 clusters Score -7408328 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7408491.500000 Penalty: 5275.849121
	Iteration 17Q: 3 clusters Score -7408492 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -7408607.500000 Penalty: 5275.849121
	Iteration 18Q: 3 clusters Score -7408608 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7408715.000000 Penalty: 5275.849121
	Iteration 19Q: 3 clusters Score -7408715 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7408799.500000 Penalty: 5275.849121
	Iteration 20F: 3 clusters Score -7408800 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7408862.500000 Penalty: 5275.849121
	Iteration 21Q: 3 clusters Score -7408862 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7408920.000000 Penalty: 5275.849121
	Iteration 22Q: 3 clusters Score -7408920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -7408973.000000 Penalty: 5275.849121
	Iteration 23Q: 3 clusters Score -7408973 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7408983.000000 Penalty: 5275.849121
	Iteration 24Q: 3 clusters Score -7408983 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -7409024.500000 Penalty: 5275.849121
	Iteration 25Q: 3 clusters Score -7409024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7409048.000000 Penalty: 5275.849121
	Iteration 26Q: 3 clusters Score -7409048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7409059.000000 Penalty: 5275.849121
	Iteration 27Q: 3 clusters Score -7409059 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7409098.500000 Penalty: 5275.849121
	Iteration 28Q: 3 clusters Score -7409098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7409105.000000 Penalty: 5275.849121
	Iteration 29Q: 3 clusters Score -7409105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7409137.500000 Penalty: 5275.849121
	Iteration 30Q: 3 clusters Score -7409138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7409136.500000 Penalty: 5275.849121
	Iteration 31Q: 3 clusters Score -7409136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7409147.000000 Penalty: 5275.849121
	Iteration 32Q: 3 clusters Score -7409147 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7409160.000000 Penalty: 5275.849121
	Iteration 33Q: 3 clusters Score -7409160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7409177.500000 Penalty: 5275.849121
	Iteration 34Q: 3 clusters Score -7409178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7409186.500000 Penalty: 5275.849121
	Iteration 35Q: 3 clusters Score -7409186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7409187.500000 Penalty: 5275.849121
	Iteration 36Q: 3 clusters Score -7409188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7409198.500000 Penalty: 5275.849121
	Iteration 37Q: 3 clusters Score -7409198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7409207.500000 Penalty: 5275.849121
	Iteration 38Q: 3 clusters Score -7409208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7409217.500000 Penalty: 5275.849121
	Iteration 39Q: 3 clusters Score -7409218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7409225.500000 Penalty: 5275.849121
	Iteration 40F: 3 clusters Score -7409226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7409245.000000 Penalty: 5275.849121
	Iteration 41Q: 3 clusters Score -7409245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7409251.500000 Penalty: 5275.849121
	Iteration 42Q: 3 clusters Score -7409252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7409258.500000 Penalty: 5275.849121
	Iteration 43Q: 3 clusters Score -7409258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7409251.000000 Penalty: 5275.849121
	Iteration 44Q: 3 clusters Score -7409251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7409255.000000 Penalty: 5275.849121
	Iteration 45Q: 3 clusters Score -7409255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7409250.000000 Penalty: 5275.849121
	Iteration 46Q: 3 clusters Score -7409250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7409243.000000 Penalty: 5275.849121
	Iteration 47Q: 3 clusters Score -7409243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7409243.000000 Penalty: 5275.849121
	Iteration 48Q: 3 clusters Score -7409243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7409250.500000 Penalty: 5275.849121
	Iteration 49Q: 3 clusters Score -7409250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7409250.500000 Penalty: 5275.849121
	Iteration 50Q: 3 clusters Score -7409250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7409248.500000 Penalty: 5275.849121
	Iteration 51Q: 3 clusters Score -7409248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7409246.500000 Penalty: 5275.849121
	Iteration 52Q: 3 clusters Score -7409246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7409251.000000 Penalty: 5275.849121
	Iteration 53Q: 3 clusters Score -7409251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7409250.500000 Penalty: 5275.849121
	Iteration 54Q: 3 clusters Score -7409250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7409253.500000 Penalty: 5275.849121
	Iteration 55Q: 3 clusters Score -7409254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7409261.500000 Penalty: 5275.849121
	Iteration 56Q: 3 clusters Score -7409262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7409260.500000 Penalty: 5275.849121
	Iteration 57Q: 3 clusters Score -7409260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7409259.500000 Penalty: 5275.849121
	Iteration 58Q: 3 clusters Score -7409260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7409261.500000 Penalty: 5275.849121
	Iteration 59Q: 3 clusters Score -7409262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7409258.500000 Penalty: 5275.849121
	Iteration 60F: 3 clusters Score -7409258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7409261.500000 Penalty: 5275.849121
	Iteration 61Q: 3 clusters Score -7409262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7409264.000000 Penalty: 5275.849121
	Iteration 62Q: 3 clusters Score -7409264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7409255.500000 Penalty: 5275.849121
	Iteration 63Q: 3 clusters Score -7409256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7409255.500000 Penalty: 5275.849121
	Iteration 64F: 3 clusters Score -7409256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Entering Unmasked Estep 
Score: -8606452.000000 Penalty: 2675.397949
	Iteration 0F: 2 clusters Score -8606452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -8575536.000000 Penalty: 5350.795898
	Iteration 0F: 3 clusters Score -8575536 nChanged 22236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -8587985.000000 Penalty: 5350.795898
	Iteration 1F: 3 clusters Score -8587985 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8588521.000000 Penalty: 5350.795898
	Iteration 2Q: 3 clusters Score -8588521 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8589132.000000 Penalty: 5350.795898
	Iteration 3Q: 3 clusters Score -8589132 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -8589952.000000 Penalty: 5350.795898
	Iteration 4Q: 3 clusters Score -8589952 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -8591101.000000 Penalty: 5350.795898
	Iteration 5Q: 3 clusters Score -8591101 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -8592821.000000 Penalty: 5350.795898
	Iteration 6F: 3 clusters Score -8592821 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -8595481.000000 Penalty: 5350.795898
	Iteration 7F: 3 clusters Score -8595481 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -8598560.000000 Penalty: 5350.795898
	Iteration 8F: 3 clusters Score -8598560 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -8601259.000000 Penalty: 5350.795898
	Iteration 9F: 3 clusters Score -8601259 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -8602800.000000 Penalty: 5350.795898
	Iteration 10Q: 3 clusters Score -8602800 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8603566.000000 Penalty: 5350.795898
	Iteration 11Q: 3 clusters Score -8603566 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8603993.000000 Penalty: 5350.795898
	Iteration 12Q: 3 clusters Score -8603993 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -8604193.000000 Penalty: 5350.795898
	Iteration 13Q: 3 clusters Score -8604193 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -8604247.000000 Penalty: 5350.795898
	Iteration 14Q: 3 clusters Score -8604247 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -8604281.000000 Penalty: 5350.795898
	Iteration 15Q: 3 clusters Score -8604281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -8604298.000000 Penalty: 5350.795898
	Iteration 16Q: 3 clusters Score -8604298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -8604322.000000 Penalty: 5350.795898
	Iteration 17Q: 3 clusters Score -8604322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -8604348.000000 Penalty: 5350.795898
	Iteration 18Q: 3 clusters Score -8604348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -8604351.000000 Penalty: 5350.795898
	Iteration 19Q: 3 clusters Score -8604351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -8604362.000000 Penalty: 5350.795898
	Iteration 20F: 3 clusters Score -8604362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -8604371.000000 Penalty: 5350.795898
	Iteration 21Q: 3 clusters Score -8604371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -8604381.000000 Penalty: 5350.795898
	Iteration 22Q: 3 clusters Score -8604381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -8604405.000000 Penalty: 5350.795898
	Iteration 23Q: 3 clusters Score -8604405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -8604407.000000 Penalty: 5350.795898
	Iteration 24Q: 3 clusters Score -8604407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -8604409.000000 Penalty: 5350.795898
	Iteration 25Q: 3 clusters Score -8604409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -8604412.000000 Penalty: 5350.795898
	Iteration 26Q: 3 clusters Score -8604412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -8604415.000000 Penalty: 5350.795898
	Iteration 27Q: 3 clusters Score -8604415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -8604426.000000 Penalty: 5350.795898
	Iteration 28Q: 3 clusters Score -8604426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -8604424.000000 Penalty: 5350.795898
	Iteration 29Q: 3 clusters Score -8604424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -8604429.000000 Penalty: 5350.795898
	Iteration 30Q: 3 clusters Score -8604429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -8604426.000000 Penalty: 5350.795898
	Iteration 31Q: 3 clusters Score -8604426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -8604431.000000 Penalty: 5350.795898
	Iteration 32Q: 3 clusters Score -8604431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -8604432.000000 Penalty: 5350.795898
	Iteration 33Q: 3 clusters Score -8604432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -8604431.000000 Penalty: 5350.795898
	Iteration 34Q: 3 clusters Score -8604431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -8604432.000000 Penalty: 5350.795898
	Iteration 35Q: 3 clusters Score -8604432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -8604431.000000 Penalty: 5350.795898
	Iteration 36Q: 3 clusters Score -8604431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -8604428.000000 Penalty: 5350.795898
	Iteration 37Q: 3 clusters Score -8604428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -8604430.000000 Penalty: 5350.795898
	Iteration 38Q: 3 clusters Score -8604430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -8604441.000000 Penalty: 5350.795898
	Iteration 39Q: 3 clusters Score -8604441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -8604444.000000 Penalty: 5350.795898
	Iteration 40F: 3 clusters Score -8604444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -8604446.000000 Penalty: 5350.795898
	Iteration 41Q: 3 clusters Score -8604446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -8604449.000000 Penalty: 5350.795898
	Iteration 42Q: 3 clusters Score -8604449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -8604454.000000 Penalty: 5350.795898
	Iteration 43Q: 3 clusters Score -8604454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -8604452.000000 Penalty: 5350.795898
	Iteration 44Q: 3 clusters Score -8604452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -8604452.000000 Penalty: 5350.795898
	Iteration 45F: 3 clusters Score -8604452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (70713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Entering Unmasked Estep 
Score: -12442967.000000 Penalty: 2769.263428
	Iteration 0F: 2 clusters Score -1.244297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -12400583.000000 Penalty: 5538.526855
	Iteration 0F: 3 clusters Score -1.240058e+07 nChanged 33187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -12419176.000000 Penalty: 5538.526855
	Iteration 1F: 3 clusters Score -1.241918e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -12419827.000000 Penalty: 5538.526855
	Iteration 2Q: 3 clusters Score -1.241983e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -12420314.000000 Penalty: 5538.526855
	Iteration 3Q: 3 clusters Score -1.242031e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -12420914.000000 Penalty: 5538.526855
	Iteration 4Q: 3 clusters Score -1.242091e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -12421506.000000 Penalty: 5538.526855
	Iteration 5Q: 3 clusters Score -1.242151e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -12422243.000000 Penalty: 5538.526855
	Iteration 6Q: 3 clusters Score -1.242224e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -12423264.000000 Penalty: 5538.526855
	Iteration 7Q: 3 clusters Score -1.242326e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -12424734.000000 Penalty: 5538.526855
	Iteration 8Q: 3 clusters Score -1.242473e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -12426758.000000 Penalty: 5538.526855
	Iteration 9F: 3 clusters Score -1.242676e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -12428779.000000 Penalty: 5538.526855
	Iteration 10F: 3 clusters Score -1.242878e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -12430778.000000 Penalty: 5538.526855
	Iteration 11F: 3 clusters Score -1.243078e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -12432504.000000 Penalty: 5538.526855
	Iteration 12Q: 3 clusters Score -1.24325e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -12433977.000000 Penalty: 5538.526855
	Iteration 13Q: 3 clusters Score -1.243398e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -12435102.000000 Penalty: 5538.526855
	Iteration 14Q: 3 clusters Score -1.24351e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -12435884.000000 Penalty: 5538.526855
	Iteration 15Q: 3 clusters Score -1.243588e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -12436562.000000 Penalty: 5538.526855
	Iteration 16Q: 3 clusters Score -1.243656e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -12437082.000000 Penalty: 5538.526855
	Iteration 17Q: 3 clusters Score -1.243708e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -12437460.000000 Penalty: 5538.526855
	Iteration 18Q: 3 clusters Score -1.243746e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -12437802.000000 Penalty: 5538.526855
	Iteration 19Q: 3 clusters Score -1.24378e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -12438111.000000 Penalty: 5538.526855
	Iteration 20F: 3 clusters Score -1.243811e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -12438348.000000 Penalty: 5538.526855
	Iteration 21Q: 3 clusters Score -1.243835e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -12438499.000000 Penalty: 5538.526855
	Iteration 22Q: 3 clusters Score -1.24385e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -12438660.000000 Penalty: 5538.526855
	Iteration 23Q: 3 clusters Score -1.243866e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -12438820.000000 Penalty: 5538.526855
	Iteration 24Q: 3 clusters Score -1.243882e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -12439011.000000 Penalty: 5538.526855
	Iteration 25Q: 3 clusters Score -1.243901e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -12439168.000000 Penalty: 5538.526855
	Iteration 26Q: 3 clusters Score -1.243917e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -12439261.000000 Penalty: 5538.526855
	Iteration 27Q: 3 clusters Score -1.243926e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -12439326.000000 Penalty: 5538.526855
	Iteration 28Q: 3 clusters Score -1.243933e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -12439456.000000 Penalty: 5538.526855
	Iteration 29Q: 3 clusters Score -1.243946e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12439544.000000 Penalty: 5538.526855
	Iteration 30Q: 3 clusters Score -1.243954e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -12439651.000000 Penalty: 5538.526855
	Iteration 31Q: 3 clusters Score -1.243965e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12439714.000000 Penalty: 5538.526855
	Iteration 32Q: 3 clusters Score -1.243971e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12439789.000000 Penalty: 5538.526855
	Iteration 33Q: 3 clusters Score -1.243979e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -12439849.000000 Penalty: 5538.526855
	Iteration 34Q: 3 clusters Score -1.243985e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12439887.000000 Penalty: 5538.526855
	Iteration 35Q: 3 clusters Score -1.243989e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -12439956.000000 Penalty: 5538.526855
	Iteration 36Q: 3 clusters Score -1.243996e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12440021.000000 Penalty: 5538.526855
	Iteration 37Q: 3 clusters Score -1.244002e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12440049.000000 Penalty: 5538.526855
	Iteration 38Q: 3 clusters Score -1.244005e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -12440107.000000 Penalty: 5538.526855
	Iteration 39Q: 3 clusters Score -1.244011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12440115.000000 Penalty: 5538.526855
	Iteration 40F: 3 clusters Score -1.244012e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -12440133.000000 Penalty: 5538.526855
	Iteration 41Q: 3 clusters Score -1.244013e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -12440161.000000 Penalty: 5538.526855
	Iteration 42Q: 3 clusters Score -1.244016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12440193.000000 Penalty: 5538.526855
	Iteration 43Q: 3 clusters Score -1.244019e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12440207.000000 Penalty: 5538.526855
	Iteration 44Q: 3 clusters Score -1.244021e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12440223.000000 Penalty: 5538.526855
	Iteration 45Q: 3 clusters Score -1.244022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12440228.000000 Penalty: 5538.526855
	Iteration 46Q: 3 clusters Score -1.244023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12440231.000000 Penalty: 5538.526855
	Iteration 47Q: 3 clusters Score -1.244023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12440262.000000 Penalty: 5538.526855
	Iteration 48Q: 3 clusters Score -1.244026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -12440262.000000 Penalty: 5538.526855
	Iteration 49Q: 3 clusters Score -1.244026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -12440282.000000 Penalty: 5538.526855
	Iteration 50Q: 3 clusters Score -1.244028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12440298.000000 Penalty: 5538.526855
	Iteration 51Q: 3 clusters Score -1.24403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12440293.000000 Penalty: 5538.526855
	Iteration 52Q: 3 clusters Score -1.244029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12440304.000000 Penalty: 5538.526855
	Iteration 53Q: 3 clusters Score -1.24403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12440325.000000 Penalty: 5538.526855
	Iteration 54Q: 3 clusters Score -1.244032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12440333.000000 Penalty: 5538.526855
	Iteration 55Q: 3 clusters Score -1.244033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12440338.000000 Penalty: 5538.526855
	Iteration 56Q: 3 clusters Score -1.244034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -12440343.000000 Penalty: 5538.526855
	Iteration 57Q: 3 clusters Score -1.244034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12440357.000000 Penalty: 5538.526855
	Iteration 58Q: 3 clusters Score -1.244036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12440365.000000 Penalty: 5538.526855
	Iteration 59Q: 3 clusters Score -1.244036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -12440368.000000 Penalty: 5538.526855
	Iteration 60F: 3 clusters Score -1.244037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12440368.000000 Penalty: 5538.526855
	Iteration 61Q: 3 clusters Score -1.244037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12440363.000000 Penalty: 5538.526855
	Iteration 62Q: 3 clusters Score -1.244036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12440360.000000 Penalty: 5538.526855
	Iteration 63Q: 3 clusters Score -1.244036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12440360.000000 Penalty: 5538.526855
	Iteration 64Q: 3 clusters Score -1.244036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12440370.000000 Penalty: 5538.526855
	Iteration 65Q: 3 clusters Score -1.244037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12440362.000000 Penalty: 5538.526855
	Iteration 66Q: 3 clusters Score -1.244036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12440364.000000 Penalty: 5538.526855
	Iteration 67Q: 3 clusters Score -1.244036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12440363.000000 Penalty: 5538.526855
	Iteration 68Q: 3 clusters Score -1.244036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12440371.000000 Penalty: 5538.526855
	Iteration 69Q: 3 clusters Score -1.244037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12440366.000000 Penalty: 5538.526855
	Iteration 70Q: 3 clusters Score -1.244037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12440367.000000 Penalty: 5538.526855
	Iteration 71Q: 3 clusters Score -1.244037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12440367.000000 Penalty: 5538.526855
	Iteration 72F: 3 clusters Score -1.244037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (44990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Entering Unmasked Estep 
Score: -8097062.500000 Penalty: 2657.120361
	Iteration 0F: 2 clusters Score -8097062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8067926.500000 Penalty: 5314.240723
	Iteration 0F: 3 clusters Score -8067926 nChanged 20786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8079352.500000 Penalty: 5314.240723
	Iteration 1F: 3 clusters Score -8079352 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -8079909.500000 Penalty: 5314.240723
	Iteration 2Q: 3 clusters Score -8079910 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -8080502.500000 Penalty: 5314.240723
	Iteration 3Q: 3 clusters Score -8080502 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8081193.500000 Penalty: 5314.240723
	Iteration 4Q: 3 clusters Score -8081194 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -8081985.000000 Penalty: 5314.240723
	Iteration 5Q: 3 clusters Score -8081985 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -8082868.500000 Penalty: 5314.240723
	Iteration 6Q: 3 clusters Score -8082868 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -8083819.000000 Penalty: 5314.240723
	Iteration 7Q: 3 clusters Score -8083819 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -8084992.500000 Penalty: 5314.240723
	Iteration 8F: 3 clusters Score -8084992 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -8086462.500000 Penalty: 5314.240723
	Iteration 9F: 3 clusters Score -8086462 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -8088132.500000 Penalty: 5314.240723
	Iteration 10F: 3 clusters Score -8088132 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -8089965.500000 Penalty: 5314.240723
	Iteration 11F: 3 clusters Score -8089966 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -8091795.500000 Penalty: 5314.240723
	Iteration 12F: 3 clusters Score -8091796 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8093124.500000 Penalty: 5314.240723
	Iteration 13Q: 3 clusters Score -8093124 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8093912.500000 Penalty: 5314.240723
	Iteration 14Q: 3 clusters Score -8093912 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8094249.500000 Penalty: 5314.240723
	Iteration 15Q: 3 clusters Score -8094250 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -8094467.500000 Penalty: 5314.240723
	Iteration 16Q: 3 clusters Score -8094468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -8094605.000000 Penalty: 5314.240723
	Iteration 17Q: 3 clusters Score -8094605 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8094648.000000 Penalty: 5314.240723
	Iteration 18Q: 3 clusters Score -8094648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8094678.500000 Penalty: 5314.240723
	Iteration 19Q: 3 clusters Score -8094678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -8094696.500000 Penalty: 5314.240723
	Iteration 20F: 3 clusters Score -8094696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -8094717.500000 Penalty: 5314.240723
	Iteration 21Q: 3 clusters Score -8094718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8094729.000000 Penalty: 5314.240723
	Iteration 22Q: 3 clusters Score -8094729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -8094743.000000 Penalty: 5314.240723
	Iteration 23Q: 3 clusters Score -8094743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -8094747.500000 Penalty: 5314.240723
	Iteration 24Q: 3 clusters Score -8094748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8094753.500000 Penalty: 5314.240723
	Iteration 25Q: 3 clusters Score -8094754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8094769.000000 Penalty: 5314.240723
	Iteration 26Q: 3 clusters Score -8094769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8094769.500000 Penalty: 5314.240723
	Iteration 27Q: 3 clusters Score -8094770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -8094768.000000 Penalty: 5314.240723
	Iteration 28Q: 3 clusters Score -8094768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -8094774.500000 Penalty: 5314.240723
	Iteration 29Q: 3 clusters Score -8094774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -8094781.000000 Penalty: 5314.240723
	Iteration 30Q: 3 clusters Score -8094781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8094782.000000 Penalty: 5314.240723
	Iteration 31Q: 3 clusters Score -8094782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8094790.500000 Penalty: 5314.240723
	Iteration 32Q: 3 clusters Score -8094790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8094790.500000 Penalty: 5314.240723
	Iteration 33Q: 3 clusters Score -8094790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8094795.500000 Penalty: 5314.240723
	Iteration 34Q: 3 clusters Score -8094796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -8094793.500000 Penalty: 5314.240723
	Iteration 35Q: 3 clusters Score -8094794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8094797.500000 Penalty: 5314.240723
	Iteration 36Q: 3 clusters Score -8094798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8094794.000000 Penalty: 5314.240723
	Iteration 37Q: 3 clusters Score -8094794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8094794.000000 Penalty: 5314.240723
	Iteration 38F: 3 clusters Score -8094794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Entering Unmasked Estep 
Score: -7376266.000000 Penalty: 2634.458008
	Iteration 0F: 2 clusters Score -7376266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -7348790.500000 Penalty: 5268.916016
	Iteration 0F: 3 clusters Score -7348790 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -7359077.000000 Penalty: 5268.916016
	Iteration 1F: 3 clusters Score -7359077 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -7359585.000000 Penalty: 5268.916016
	Iteration 2Q: 3 clusters Score -7359585 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -7360089.500000 Penalty: 5268.916016
	Iteration 3Q: 3 clusters Score -7360090 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7360593.000000 Penalty: 5268.916016
	Iteration 4Q: 3 clusters Score -7360593 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -7361245.500000 Penalty: 5268.916016
	Iteration 5Q: 3 clusters Score -7361246 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -7362094.500000 Penalty: 5268.916016
	Iteration 6Q: 3 clusters Score -7362094 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7363295.000000 Penalty: 5268.916016
	Iteration 7Q: 3 clusters Score -7363295 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -7364821.000000 Penalty: 5268.916016
	Iteration 8F: 3 clusters Score -7364821 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -7366531.500000 Penalty: 5268.916016
	Iteration 9F: 3 clusters Score -7366532 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -7368230.500000 Penalty: 5268.916016
	Iteration 10F: 3 clusters Score -7368230 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -7369344.500000 Penalty: 5268.916016
	Iteration 11F: 3 clusters Score -7369344 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -7369978.000000 Penalty: 5268.916016
	Iteration 12Q: 3 clusters Score -7369978 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -7370301.000000 Penalty: 5268.916016
	Iteration 13Q: 3 clusters Score -7370301 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -7370507.500000 Penalty: 5268.916016
	Iteration 14Q: 3 clusters Score -7370508 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -7370693.500000 Penalty: 5268.916016
	Iteration 15Q: 3 clusters Score -7370694 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -7370819.000000 Penalty: 5268.916016
	Iteration 16Q: 3 clusters Score -7370819 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -7370951.000000 Penalty: 5268.916016
	Iteration 17Q: 3 clusters Score -7370951 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -7371078.500000 Penalty: 5268.916016
	Iteration 18Q: 3 clusters Score -7371078 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -7371179.500000 Penalty: 5268.916016
	Iteration 19Q: 3 clusters Score -7371180 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -7371246.500000 Penalty: 5268.916016
	Iteration 20F: 3 clusters Score -7371246 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -7371304.000000 Penalty: 5268.916016
	Iteration 21Q: 3 clusters Score -7371304 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -7371401.000000 Penalty: 5268.916016
	Iteration 22Q: 3 clusters Score -7371401 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -7371492.000000 Penalty: 5268.916016
	Iteration 23Q: 3 clusters Score -7371492 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -7371579.000000 Penalty: 5268.916016
	Iteration 24Q: 3 clusters Score -7371579 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -7371666.500000 Penalty: 5268.916016
	Iteration 25Q: 3 clusters Score -7371666 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -7371765.000000 Penalty: 5268.916016
	Iteration 26Q: 3 clusters Score -7371765 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -7371853.500000 Penalty: 5268.916016
	Iteration 27Q: 3 clusters Score -7371854 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -7371950.000000 Penalty: 5268.916016
	Iteration 28Q: 3 clusters Score -7371950 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7372065.500000 Penalty: 5268.916016
	Iteration 29Q: 3 clusters Score -7372066 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -7372220.000000 Penalty: 5268.916016
	Iteration 30Q: 3 clusters Score -7372220 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -7372380.000000 Penalty: 5268.916016
	Iteration 31Q: 3 clusters Score -7372380 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -7372519.000000 Penalty: 5268.916016
	Iteration 32Q: 3 clusters Score -7372519 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -7372650.000000 Penalty: 5268.916016
	Iteration 33Q: 3 clusters Score -7372650 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -7372784.500000 Penalty: 5268.916016
	Iteration 34Q: 3 clusters Score -7372784 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -7372900.500000 Penalty: 5268.916016
	Iteration 35Q: 3 clusters Score -7372900 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -7372995.000000 Penalty: 5268.916016
	Iteration 36Q: 3 clusters Score -7372995 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -7373094.500000 Penalty: 5268.916016
	Iteration 37Q: 3 clusters Score -7373094 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -7373192.500000 Penalty: 5268.916016
	Iteration 38Q: 3 clusters Score -7373192 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7373294.000000 Penalty: 5268.916016
	Iteration 39Q: 3 clusters Score -7373294 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -7373343.500000 Penalty: 5268.916016
	Iteration 40F: 3 clusters Score -7373344 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -7373398.000000 Penalty: 5268.916016
	Iteration 41Q: 3 clusters Score -7373398 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7373467.500000 Penalty: 5268.916016
	Iteration 42Q: 3 clusters Score -7373468 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -7373526.000000 Penalty: 5268.916016
	Iteration 43Q: 3 clusters Score -7373526 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7373581.500000 Penalty: 5268.916016
	Iteration 44Q: 3 clusters Score -7373582 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -7373631.000000 Penalty: 5268.916016
	Iteration 45Q: 3 clusters Score -7373631 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -7373671.500000 Penalty: 5268.916016
	Iteration 46Q: 3 clusters Score -7373672 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -7373758.000000 Penalty: 5268.916016
	Iteration 47Q: 3 clusters Score -7373758 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -7373801.500000 Penalty: 5268.916016
	Iteration 48Q: 3 clusters Score -7373802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -7373842.500000 Penalty: 5268.916016
	Iteration 49Q: 3 clusters Score -7373842 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7373875.500000 Penalty: 5268.916016
	Iteration 50Q: 3 clusters Score -7373876 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -7373886.500000 Penalty: 5268.916016
	Iteration 51Q: 3 clusters Score -7373886 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -7373948.000000 Penalty: 5268.916016
	Iteration 52Q: 3 clusters Score -7373948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -7373989.500000 Penalty: 5268.916016
	Iteration 53Q: 3 clusters Score -7373990 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7374018.500000 Penalty: 5268.916016
	Iteration 54Q: 3 clusters Score -7374018 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -7374028.000000 Penalty: 5268.916016
	Iteration 55Q: 3 clusters Score -7374028 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -7374073.500000 Penalty: 5268.916016
	Iteration 56Q: 3 clusters Score -7374074 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7374115.000000 Penalty: 5268.916016
	Iteration 57Q: 3 clusters Score -7374115 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -7374140.500000 Penalty: 5268.916016
	Iteration 58Q: 3 clusters Score -7374140 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -7374176.000000 Penalty: 5268.916016
	Iteration 59Q: 3 clusters Score -7374176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -7374195.000000 Penalty: 5268.916016
	Iteration 60F: 3 clusters Score -7374195 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -7374209.500000 Penalty: 5268.916016
	Iteration 61Q: 3 clusters Score -7374210 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -7374231.000000 Penalty: 5268.916016
	Iteration 62Q: 3 clusters Score -7374231 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -7374236.500000 Penalty: 5268.916016
	Iteration 63Q: 3 clusters Score -7374236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -7374254.500000 Penalty: 5268.916016
	Iteration 64Q: 3 clusters Score -7374254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -7374268.500000 Penalty: 5268.916016
	Iteration 65Q: 3 clusters Score -7374268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -7374266.000000 Penalty: 5268.916016
	Iteration 66Q: 3 clusters Score -7374266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -7374292.500000 Penalty: 5268.916016
	Iteration 67Q: 3 clusters Score -7374292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -7374296.500000 Penalty: 5268.916016
	Iteration 68Q: 3 clusters Score -7374296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7374323.000000 Penalty: 5268.916016
	Iteration 69Q: 3 clusters Score -7374323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -7374309.000000 Penalty: 5268.916016
	Iteration 70Q: 3 clusters Score -7374309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -7374321.000000 Penalty: 5268.916016
	Iteration 71Q: 3 clusters Score -7374321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -7374331.000000 Penalty: 5268.916016
	Iteration 72Q: 3 clusters Score -7374331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -7374345.500000 Penalty: 5268.916016
	Iteration 73Q: 3 clusters Score -7374346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -7374351.000000 Penalty: 5268.916016
	Iteration 74Q: 3 clusters Score -7374351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -7374339.000000 Penalty: 5268.916016
	Iteration 75Q: 3 clusters Score -7374339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -7374348.500000 Penalty: 5268.916016
	Iteration 76Q: 3 clusters Score -7374348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -7374345.500000 Penalty: 5268.916016
	Iteration 77Q: 3 clusters Score -7374346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -7374322.000000 Penalty: 5268.916016
	Iteration 78Q: 3 clusters Score -7374322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7374342.000000 Penalty: 5268.916016
	Iteration 79Q: 3 clusters Score -7374342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7374351.500000 Penalty: 5268.916016
	Iteration 80F: 3 clusters Score -7374352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -7374353.000000 Penalty: 5268.916016
	Iteration 81Q: 3 clusters Score -7374353 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -7374375.500000 Penalty: 5268.916016
	Iteration 82Q: 3 clusters Score -7374376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -7374375.500000 Penalty: 5268.916016
	Iteration 83Q: 3 clusters Score -7374376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -7374387.000000 Penalty: 5268.916016
	Iteration 84Q: 3 clusters Score -7374387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7374387.000000 Penalty: 5268.916016
	Iteration 85Q: 3 clusters Score -7374387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7374394.000000 Penalty: 5268.916016
	Iteration 86Q: 3 clusters Score -7374394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -7374391.500000 Penalty: 5268.916016
	Iteration 87Q: 3 clusters Score -7374392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -7374395.500000 Penalty: 5268.916016
	Iteration 88Q: 3 clusters Score -7374396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -7374401.000000 Penalty: 5268.916016
	Iteration 89Q: 3 clusters Score -7374401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -7374406.500000 Penalty: 5268.916016
	Iteration 90Q: 3 clusters Score -7374406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -7374417.000000 Penalty: 5268.916016
	Iteration 91Q: 3 clusters Score -7374417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7374427.000000 Penalty: 5268.916016
	Iteration 92Q: 3 clusters Score -7374427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7374429.500000 Penalty: 5268.916016
	Iteration 93Q: 3 clusters Score -7374430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -7374425.500000 Penalty: 5268.916016
	Iteration 94Q: 3 clusters Score -7374426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -7374438.000000 Penalty: 5268.916016
	Iteration 95Q: 3 clusters Score -7374438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -7374455.500000 Penalty: 5268.916016
	Iteration 96Q: 3 clusters Score -7374456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -7374458.500000 Penalty: 5268.916016
	Iteration 97Q: 3 clusters Score -7374458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7374457.000000 Penalty: 5268.916016
	Iteration 98Q: 3 clusters Score -7374457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -7374457.000000 Penalty: 5268.916016
	Iteration 99Q: 3 clusters Score -7374457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7374457.000000 Penalty: 5268.916016
	Iteration 100F: 3 clusters Score -7374457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -7374461.500000 Penalty: 5268.916016
	Iteration 101Q: 3 clusters Score -7374462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7374454.000000 Penalty: 5268.916016
	Iteration 102Q: 3 clusters Score -7374454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -7374456.000000 Penalty: 5268.916016
	Iteration 103Q: 3 clusters Score -7374456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7374456.500000 Penalty: 5268.916016
	Iteration 104Q: 3 clusters Score -7374456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7374463.500000 Penalty: 5268.916016
	Iteration 105Q: 3 clusters Score -7374464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -7374462.000000 Penalty: 5268.916016
	Iteration 106Q: 3 clusters Score -7374462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7374458.500000 Penalty: 5268.916016
	Iteration 107Q: 3 clusters Score -7374458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7374461.500000 Penalty: 5268.916016
	Iteration 108Q: 3 clusters Score -7374462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -7374469.500000 Penalty: 5268.916016
	Iteration 109Q: 3 clusters Score -7374470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7374460.500000 Penalty: 5268.916016
	Iteration 110Q: 3 clusters Score -7374460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7374462.000000 Penalty: 5268.916016
	Iteration 111Q: 3 clusters Score -7374462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -7374468.000000 Penalty: 5268.916016
	Iteration 112Q: 3 clusters Score -7374468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7374464.500000 Penalty: 5268.916016
	Iteration 113Q: 3 clusters Score -7374464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7374464.500000 Penalty: 5268.916016
	Iteration 114F: 3 clusters Score -7374464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Entering Unmasked Estep 
Score: -2249958.000000 Penalty: 2337.592041
	Iteration 0F: 2 clusters Score -2249958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2240831.500000 Penalty: 4675.184082
	Iteration 0F: 3 clusters Score -2240832 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2243546.750000 Penalty: 4675.184082
	Iteration 1F: 3 clusters Score -2243547 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2243846.750000 Penalty: 4675.184082
	Iteration 2F: 3 clusters Score -2243847 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2244026.750000 Penalty: 4675.184082
	Iteration 3Q: 3 clusters Score -2244027 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2244177.000000 Penalty: 4675.184082
	Iteration 4Q: 3 clusters Score -2244177 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2244298.250000 Penalty: 4675.184082
	Iteration 5Q: 3 clusters Score -2244298 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2244428.250000 Penalty: 4675.184082
	Iteration 6Q: 3 clusters Score -2244428 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2244567.250000 Penalty: 4675.184082
	Iteration 7Q: 3 clusters Score -2244567 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2244693.750000 Penalty: 4675.184082
	Iteration 8Q: 3 clusters Score -2244694 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2244841.000000 Penalty: 4675.184082
	Iteration 9Q: 3 clusters Score -2244841 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2245036.250000 Penalty: 4675.184082
	Iteration 10Q: 3 clusters Score -2245036 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2245300.250000 Penalty: 4675.184082
	Iteration 11Q: 3 clusters Score -2245300 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2245633.000000 Penalty: 4675.184082
	Iteration 12Q: 3 clusters Score -2245633 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2246001.500000 Penalty: 4675.184082
	Iteration 13Q: 3 clusters Score -2246002 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2246403.750000 Penalty: 4675.184082
	Iteration 14Q: 3 clusters Score -2246404 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2246824.750000 Penalty: 4675.184082
	Iteration 15Q: 3 clusters Score -2246825 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2247186.000000 Penalty: 4675.184082
	Iteration 16Q: 3 clusters Score -2247186 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2247433.000000 Penalty: 4675.184082
	Iteration 17Q: 3 clusters Score -2247433 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2247608.750000 Penalty: 4675.184082
	Iteration 18Q: 3 clusters Score -2247609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2247718.250000 Penalty: 4675.184082
	Iteration 19Q: 3 clusters Score -2247718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2247786.500000 Penalty: 4675.184082
	Iteration 20F: 3 clusters Score -2247786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2247836.250000 Penalty: 4675.184082
	Iteration 21Q: 3 clusters Score -2247836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2247857.250000 Penalty: 4675.184082
	Iteration 22Q: 3 clusters Score -2247857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2247878.000000 Penalty: 4675.184082
	Iteration 23Q: 3 clusters Score -2247878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2247890.250000 Penalty: 4675.184082
	Iteration 24Q: 3 clusters Score -2247890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2247899.500000 Penalty: 4675.184082
	Iteration 25Q: 3 clusters Score -2247900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2247910.250000 Penalty: 4675.184082
	Iteration 26Q: 3 clusters Score -2247910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2247914.000000 Penalty: 4675.184082
	Iteration 27Q: 3 clusters Score -2247914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2247915.500000 Penalty: 4675.184082
	Iteration 28Q: 3 clusters Score -2247916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2247920.000000 Penalty: 4675.184082
	Iteration 29Q: 3 clusters Score -2247920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2247922.250000 Penalty: 4675.184082
	Iteration 30Q: 3 clusters Score -2247922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2247922.250000 Penalty: 4675.184082
	Iteration 31F: 3 clusters Score -2247922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Entering Unmasked Estep 
Score: -6875274.000000 Penalty: 2620.066162
	Iteration 0F: 2 clusters Score -6875274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -6849168.500000 Penalty: 5240.132324
	Iteration 0F: 3 clusters Score -6849168 nChanged 17665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -6858980.500000 Penalty: 5240.132324
	Iteration 1F: 3 clusters Score -6858980 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -6859575.000000 Penalty: 5240.132324
	Iteration 2Q: 3 clusters Score -6859575 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -6860199.000000 Penalty: 5240.132324
	Iteration 3Q: 3 clusters Score -6860199 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -6860942.000000 Penalty: 5240.132324
	Iteration 4Q: 3 clusters Score -6860942 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -6862084.500000 Penalty: 5240.132324
	Iteration 5F: 3 clusters Score -6862084 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6863817.000000 Penalty: 5240.132324
	Iteration 6F: 3 clusters Score -6863817 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -6866170.500000 Penalty: 5240.132324
	Iteration 7F: 3 clusters Score -6866170 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -6868806.500000 Penalty: 5240.132324
	Iteration 8F: 3 clusters Score -6868806 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -6870978.000000 Penalty: 5240.132324
	Iteration 9F: 3 clusters Score -6870978 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -6872218.500000 Penalty: 5240.132324
	Iteration 10Q: 3 clusters Score -6872218 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -6872720.000000 Penalty: 5240.132324
	Iteration 11Q: 3 clusters Score -6872720 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -6872956.500000 Penalty: 5240.132324
	Iteration 12Q: 3 clusters Score -6872956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -6873060.000000 Penalty: 5240.132324
	Iteration 13Q: 3 clusters Score -6873060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -6873106.000000 Penalty: 5240.132324
	Iteration 14Q: 3 clusters Score -6873106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -6873140.000000 Penalty: 5240.132324
	Iteration 15Q: 3 clusters Score -6873140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -6873149.000000 Penalty: 5240.132324
	Iteration 16Q: 3 clusters Score -6873149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -6873161.000000 Penalty: 5240.132324
	Iteration 17Q: 3 clusters Score -6873161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -6873177.000000 Penalty: 5240.132324
	Iteration 18Q: 3 clusters Score -6873177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -6873185.500000 Penalty: 5240.132324
	Iteration 19Q: 3 clusters Score -6873186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -6873184.000000 Penalty: 5240.132324
	Iteration 20F: 3 clusters Score -6873184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -6873199.500000 Penalty: 5240.132324
	Iteration 21Q: 3 clusters Score -6873200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6873210.000000 Penalty: 5240.132324
	Iteration 22Q: 3 clusters Score -6873210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6873208.000000 Penalty: 5240.132324
	Iteration 23Q: 3 clusters Score -6873208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -6873209.500000 Penalty: 5240.132324
	Iteration 24Q: 3 clusters Score -6873210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -6873208.500000 Penalty: 5240.132324
	Iteration 25Q: 3 clusters Score -6873208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -6873211.000000 Penalty: 5240.132324
	Iteration 26Q: 3 clusters Score -6873211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6873213.500000 Penalty: 5240.132324
	Iteration 27Q: 3 clusters Score -6873214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -6873215.000000 Penalty: 5240.132324
	Iteration 28Q: 3 clusters Score -6873215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6873218.500000 Penalty: 5240.132324
	Iteration 29Q: 3 clusters Score -6873218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -6873225.000000 Penalty: 5240.132324
	Iteration 30Q: 3 clusters Score -6873225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -6873225.000000 Penalty: 5240.132324
	Iteration 31Q: 3 clusters Score -6873225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -6873227.500000 Penalty: 5240.132324
	Iteration 32Q: 3 clusters Score -6873228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -6873227.500000 Penalty: 5240.132324
	Iteration 33F: 3 clusters Score -6873228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 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 151 members 
Entering Unmasked Estep 
Score: -20541.873047 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20541.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20729.132812 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20729.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20831.035156 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20831.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20891.771484 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20891.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20902.666016 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20902.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20921.101562 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20935.757812 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -20935.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20937.935547 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -20937.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20937.935547 Penalty: 2808.828369
	Iteration 8F: 3 clusters Score -20937.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Entering Unmasked Estep 
Score: -7895010.000000 Penalty: 2653.349121
	Iteration 0F: 2 clusters Score -7895010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -7866151.000000 Penalty: 5306.698242
	Iteration 0F: 3 clusters Score -7866151 nChanged 20361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -7877372.500000 Penalty: 5306.698242
	Iteration 1F: 3 clusters Score -7877372 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -7878032.000000 Penalty: 5306.698242
	Iteration 2Q: 3 clusters Score -7878032 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -7878739.500000 Penalty: 5306.698242
	Iteration 3Q: 3 clusters Score -7878740 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -7879671.000000 Penalty: 5306.698242
	Iteration 4Q: 3 clusters Score -7879671 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -7880917.500000 Penalty: 5306.698242
	Iteration 5F: 3 clusters Score -7880918 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -7882883.000000 Penalty: 5306.698242
	Iteration 6F: 3 clusters Score -7882883 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -7885497.000000 Penalty: 5306.698242
	Iteration 7F: 3 clusters Score -7885497 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -7888297.000000 Penalty: 5306.698242
	Iteration 8F: 3 clusters Score -7888297 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7890407.500000 Penalty: 5306.698242
	Iteration 9F: 3 clusters Score -7890408 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7891649.500000 Penalty: 5306.698242
	Iteration 10Q: 3 clusters Score -7891650 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7892252.000000 Penalty: 5306.698242
	Iteration 11Q: 3 clusters Score -7892252 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7892466.500000 Penalty: 5306.698242
	Iteration 12Q: 3 clusters Score -7892466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7892566.500000 Penalty: 5306.698242
	Iteration 13Q: 3 clusters Score -7892566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7892609.000000 Penalty: 5306.698242
	Iteration 14Q: 3 clusters Score -7892609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7892644.500000 Penalty: 5306.698242
	Iteration 15Q: 3 clusters Score -7892644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7892667.500000 Penalty: 5306.698242
	Iteration 16Q: 3 clusters Score -7892668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7892687.500000 Penalty: 5306.698242
	Iteration 17Q: 3 clusters Score -7892688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7892708.500000 Penalty: 5306.698242
	Iteration 18Q: 3 clusters Score -7892708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7892718.000000 Penalty: 5306.698242
	Iteration 19Q: 3 clusters Score -7892718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7892718.500000 Penalty: 5306.698242
	Iteration 20F: 3 clusters Score -7892718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7892722.000000 Penalty: 5306.698242
	Iteration 21Q: 3 clusters Score -7892722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7892722.000000 Penalty: 5306.698242
	Iteration 22Q: 3 clusters Score -7892722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7892717.500000 Penalty: 5306.698242
	Iteration 23Q: 3 clusters Score -7892718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7892717.500000 Penalty: 5306.698242
	Iteration 24F: 3 clusters Score -7892718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -84484.273438 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -84484.27 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 314 members 
Entering Unmasked Estep 
Score: -82960.593750 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -82960.59 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83295.289062 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -83295.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83515.335938 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -83515.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83848.242188 Penalty: 3187.538330
	Iteration 3F: 3 clusters Score -83848.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84292.515625 Penalty: 3187.538330
	Iteration 4F: 3 clusters Score -84292.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84466.445312 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -84466.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84550.640625 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -84550.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84583.781250 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -84583.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84591.367188 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -84591.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84591.812500 Penalty: 3187.538330
	Iteration 9F: 3 clusters Score -84591.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84603.375000 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -84603.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84603.375000 Penalty: 3187.538330
	Iteration 11F: 3 clusters Score -84603.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 49150 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 39918 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 50168 members 
Mstep: Class 15 contains 38216 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18232 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47447 members 
Mstep: Class 27 contains 45192 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41639 members 
Mstep: Class 32 contains 48431 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44990 members 
Mstep: Class 35 contains 41061 members 
Mstep: Class 36 contains 12404 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44311 members 
Mstep: Class 40 contains 346 members 
Mstep: Class 41 contains 41872 members 
Mstep: Class 42 contains 35867 members 
Mstep: Class 43 contains 272 members 
Entering Unmasked Estep 
Score: -196419696.000000 Penalty: 148555.890625
Splitting cluster 40 changes total score from -196421488.000000 to -196419696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (41872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Entering Unmasked Estep 
Score: -7535378.000000 Penalty: 2639.308594
	Iteration 0F: 2 clusters Score -7535378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -7507478.500000 Penalty: 5278.617188
	Iteration 0F: 3 clusters Score -7507478 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -7517724.000000 Penalty: 5278.617188
	Iteration 1F: 3 clusters Score -7517724 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7518155.000000 Penalty: 5278.617188
	Iteration 2Q: 3 clusters Score -7518155 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7518545.000000 Penalty: 5278.617188
	Iteration 3Q: 3 clusters Score -7518545 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7518812.500000 Penalty: 5278.617188
	Iteration 4Q: 3 clusters Score -7518812 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -7519082.000000 Penalty: 5278.617188
	Iteration 5Q: 3 clusters Score -7519082 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -7519359.500000 Penalty: 5278.617188
	Iteration 6Q: 3 clusters Score -7519360 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -7519818.500000 Penalty: 5278.617188
	Iteration 7Q: 3 clusters Score -7519818 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -7520440.500000 Penalty: 5278.617188
	Iteration 8Q: 3 clusters Score -7520440 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -7521317.000000 Penalty: 5278.617188
	Iteration 9Q: 3 clusters Score -7521317 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -7522617.500000 Penalty: 5278.617188
	Iteration 10F: 3 clusters Score -7522618 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -7524502.500000 Penalty: 5278.617188
	Iteration 11F: 3 clusters Score -7524502 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7526792.500000 Penalty: 5278.617188
	Iteration 12F: 3 clusters Score -7526792 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -7529053.500000 Penalty: 5278.617188
	Iteration 13F: 3 clusters Score -7529054 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -7530700.000000 Penalty: 5278.617188
	Iteration 14Q: 3 clusters Score -7530700 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7531703.000000 Penalty: 5278.617188
	Iteration 15Q: 3 clusters Score -7531703 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -7532339.000000 Penalty: 5278.617188
	Iteration 16Q: 3 clusters Score -7532339 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -7532665.500000 Penalty: 5278.617188
	Iteration 17Q: 3 clusters Score -7532666 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -7532822.500000 Penalty: 5278.617188
	Iteration 18Q: 3 clusters Score -7532822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -7532921.500000 Penalty: 5278.617188
	Iteration 19Q: 3 clusters Score -7532922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7532972.000000 Penalty: 5278.617188
	Iteration 20F: 3 clusters Score -7532972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -7533003.000000 Penalty: 5278.617188
	Iteration 21Q: 3 clusters Score -7533003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7533040.500000 Penalty: 5278.617188
	Iteration 22Q: 3 clusters Score -7533040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -7533041.000000 Penalty: 5278.617188
	Iteration 23Q: 3 clusters Score -7533041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -7533058.000000 Penalty: 5278.617188
	Iteration 24Q: 3 clusters Score -7533058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -7533068.500000 Penalty: 5278.617188
	Iteration 25Q: 3 clusters Score -7533068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7533083.500000 Penalty: 5278.617188
	Iteration 26Q: 3 clusters Score -7533084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -7533083.000000 Penalty: 5278.617188
	Iteration 27Q: 3 clusters Score -7533083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -7533088.500000 Penalty: 5278.617188
	Iteration 28Q: 3 clusters Score -7533088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7533097.000000 Penalty: 5278.617188
	Iteration 29Q: 3 clusters Score -7533097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7533102.000000 Penalty: 5278.617188
	Iteration 30Q: 3 clusters Score -7533102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -7533100.500000 Penalty: 5278.617188
	Iteration 31Q: 3 clusters Score -7533100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7533110.500000 Penalty: 5278.617188
	Iteration 32Q: 3 clusters Score -7533110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -7533115.500000 Penalty: 5278.617188
	Iteration 33Q: 3 clusters Score -7533116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -7533117.000000 Penalty: 5278.617188
	Iteration 34Q: 3 clusters Score -7533117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -7533122.000000 Penalty: 5278.617188
	Iteration 35Q: 3 clusters Score -7533122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -7533122.000000 Penalty: 5278.617188
	Iteration 36F: 3 clusters Score -7533122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (35867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Entering Unmasked Estep 
Score: -6480289.000000 Penalty: 2600.917969
	Iteration 0F: 2 clusters Score -6480289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6456044.000000 Penalty: 5201.835938
	Iteration 0F: 3 clusters Score -6456044 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -6465032.500000 Penalty: 5201.835938
	Iteration 1F: 3 clusters Score -6465032 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -6465596.500000 Penalty: 5201.835938
	Iteration 2Q: 3 clusters Score -6465596 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -6466263.000000 Penalty: 5201.835938
	Iteration 3Q: 3 clusters Score -6466263 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -6467181.500000 Penalty: 5201.835938
	Iteration 4F: 3 clusters Score -6467182 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -6468710.500000 Penalty: 5201.835938
	Iteration 5F: 3 clusters Score -6468710 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -6471011.000000 Penalty: 5201.835938
	Iteration 6F: 3 clusters Score -6471011 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -6473815.500000 Penalty: 5201.835938
	Iteration 7F: 3 clusters Score -6473816 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -6475978.500000 Penalty: 5201.835938
	Iteration 8F: 3 clusters Score -6475978 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -6477183.500000 Penalty: 5201.835938
	Iteration 9Q: 3 clusters Score -6477184 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -6477639.000000 Penalty: 5201.835938
	Iteration 10Q: 3 clusters Score -6477639 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -6477806.000000 Penalty: 5201.835938
	Iteration 11Q: 3 clusters Score -6477806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6477885.500000 Penalty: 5201.835938
	Iteration 12Q: 3 clusters Score -6477886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -6477933.500000 Penalty: 5201.835938
	Iteration 13Q: 3 clusters Score -6477934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -6477981.000000 Penalty: 5201.835938
	Iteration 14Q: 3 clusters Score -6477981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -6478006.500000 Penalty: 5201.835938
	Iteration 15Q: 3 clusters Score -6478006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -6478019.500000 Penalty: 5201.835938
	Iteration 16Q: 3 clusters Score -6478020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6478016.000000 Penalty: 5201.835938
	Iteration 17Q: 3 clusters Score -6478016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6478022.000000 Penalty: 5201.835938
	Iteration 18Q: 3 clusters Score -6478022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6478037.000000 Penalty: 5201.835938
	Iteration 19Q: 3 clusters Score -6478037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -6478042.000000 Penalty: 5201.835938
	Iteration 20F: 3 clusters Score -6478042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -6478053.000000 Penalty: 5201.835938
	Iteration 21Q: 3 clusters Score -6478053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6478051.500000 Penalty: 5201.835938
	Iteration 22Q: 3 clusters Score -6478052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6478051.500000 Penalty: 5201.835938
	Iteration 23F: 3 clusters Score -6478052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 37085 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 39731 members 
Mstep: Class 7 contains 49150 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 10 contains 39918 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 50168 members 
Mstep: Class 15 contains 38216 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 18232 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47447 members 
Mstep: Class 27 contains 45192 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41639 members 
Mstep: Class 32 contains 48431 members 
Mstep: Class 33 contains 70713 members 
Mstep: Class 34 contains 44990 members 
Mstep: Class 35 contains 41061 members 
Mstep: Class 36 contains 12404 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44311 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41872 members 
Mstep: Class 42 contains 35867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421568.000000 Penalty: 145101.093750
Iteration 359Q: 43 clusters Score -1.964216e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 44896 members 
Mstep: Class 3 contains 37064 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 49141 members 
Mstep: Class 8 contains 13544 members 
Mstep: Class 9 contains 41568 members 
Mstep: Class 10 contains 39933 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 50168 members 
Mstep: Class 15 contains 38178 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 17905 members 
Mstep: Class 18 contains 44729 members 
Mstep: Class 19 contains 44580 members 
Mstep: Class 20 contains 16074 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 40375 members 
Mstep: Class 23 contains 8260 members 
Mstep: Class 24 contains 13623 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47436 members 
Mstep: Class 27 contains 45170 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41612 members 
Mstep: Class 32 contains 48426 members 
Mstep: Class 33 contains 70717 members 
Mstep: Class 34 contains 45017 members 
Mstep: Class 35 contains 41058 members 
Mstep: Class 36 contains 12390 members 
Mstep: Class 37 contains 38752 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44301 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41658 members 
Mstep: Class 42 contains 36526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421264.000000 Penalty: 145101.093750
Iteration 360F: 43 clusters Score -1.964213e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 44892 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39715 members 
Mstep: Class 7 contains 49132 members 
Mstep: Class 8 contains 13530 members 
Mstep: Class 9 contains 41568 members 
Mstep: Class 10 contains 39928 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 50171 members 
Mstep: Class 15 contains 38139 members 
Mstep: Class 16 contains 9904 members 
Mstep: Class 17 contains 17544 members 
Mstep: Class 18 contains 44728 members 
Mstep: Class 19 contains 44599 members 
Mstep: Class 20 contains 16070 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 40377 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47433 members 
Mstep: Class 27 contains 45153 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41556 members 
Mstep: Class 32 contains 48424 members 
Mstep: Class 33 contains 70732 members 
Mstep: Class 34 contains 45079 members 
Mstep: Class 35 contains 41058 members 
Mstep: Class 36 contains 12385 members 
Mstep: Class 37 contains 38749 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44298 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41427 members 
Mstep: Class 42 contains 37207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421136.000000 Penalty: 145101.093750
Iteration 361Q: 43 clusters Score -1.964211e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 44917 members 
Mstep: Class 3 contains 37027 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39711 members 
Mstep: Class 7 contains 49128 members 
Mstep: Class 8 contains 13538 members 
Mstep: Class 9 contains 41566 members 
Mstep: Class 10 contains 39920 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 14 contains 50182 members 
Mstep: Class 15 contains 38087 members 
Mstep: Class 16 contains 9900 members 
Mstep: Class 17 contains 17152 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 44600 members 
Mstep: Class 20 contains 16071 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 40384 members 
Mstep: Class 23 contains 8260 members 
Mstep: Class 24 contains 13631 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47436 members 
Mstep: Class 27 contains 45137 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41516 members 
Mstep: Class 32 contains 48421 members 
Mstep: Class 33 contains 70724 members 
Mstep: Class 34 contains 45157 members 
Mstep: Class 35 contains 41057 members 
Mstep: Class 36 contains 12375 members 
Mstep: Class 37 contains 38747 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44284 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41160 members 
Mstep: Class 42 contains 37913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421248.000000 Penalty: 145101.093750
Iteration 362Q: 43 clusters Score -1.964212e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 44918 members 
Mstep: Class 3 contains 36992 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39699 members 
Mstep: Class 7 contains 49117 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 41565 members 
Mstep: Class 10 contains 39916 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 50190 members 
Mstep: Class 15 contains 38051 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 16778 members 
Mstep: Class 18 contains 44701 members 
Mstep: Class 19 contains 44627 members 
Mstep: Class 20 contains 16069 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 40427 members 
Mstep: Class 23 contains 8259 members 
Mstep: Class 24 contains 13633 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47446 members 
Mstep: Class 27 contains 45125 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41480 members 
Mstep: Class 32 contains 48420 members 
Mstep: Class 33 contains 70712 members 
Mstep: Class 34 contains 45200 members 
Mstep: Class 35 contains 41060 members 
Mstep: Class 36 contains 12367 members 
Mstep: Class 37 contains 38752 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44260 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40886 members 
Mstep: Class 42 contains 38639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421376.000000 Penalty: 145101.093750
Iteration 363Q: 43 clusters Score -1.964214e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 44921 members 
Mstep: Class 3 contains 36974 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39690 members 
Mstep: Class 7 contains 49108 members 
Mstep: Class 8 contains 13549 members 
Mstep: Class 9 contains 41563 members 
Mstep: Class 10 contains 39910 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 50187 members 
Mstep: Class 15 contains 38032 members 
Mstep: Class 16 contains 9898 members 
Mstep: Class 17 contains 16394 members 
Mstep: Class 18 contains 44674 members 
Mstep: Class 19 contains 44643 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 40462 members 
Mstep: Class 23 contains 8263 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47463 members 
Mstep: Class 27 contains 45121 members 
Mstep: Class 28 contains 10444 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41446 members 
Mstep: Class 32 contains 48419 members 
Mstep: Class 33 contains 70709 members 
Mstep: Class 34 contains 45204 members 
Mstep: Class 35 contains 41048 members 
Mstep: Class 36 contains 12378 members 
Mstep: Class 37 contains 38758 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44251 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40584 members 
Mstep: Class 42 contains 39383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421776.000000 Penalty: 145101.093750
Iteration 364Q: 43 clusters Score -1.964218e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 44920 members 
Mstep: Class 3 contains 36961 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39686 members 
Mstep: Class 7 contains 49099 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 41559 members 
Mstep: Class 10 contains 39921 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12240 members 
Mstep: Class 14 contains 50179 members 
Mstep: Class 15 contains 38000 members 
Mstep: Class 16 contains 9896 members 
Mstep: Class 17 contains 16049 members 
Mstep: Class 18 contains 44660 members 
Mstep: Class 19 contains 44635 members 
Mstep: Class 20 contains 16063 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 40479 members 
Mstep: Class 23 contains 8262 members 
Mstep: Class 24 contains 13631 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47458 members 
Mstep: Class 27 contains 45133 members 
Mstep: Class 28 contains 10449 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41384 members 
Mstep: Class 32 contains 48420 members 
Mstep: Class 33 contains 70705 members 
Mstep: Class 34 contains 45183 members 
Mstep: Class 35 contains 41050 members 
Mstep: Class 36 contains 12417 members 
Mstep: Class 37 contains 38761 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44246 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40275 members 
Mstep: Class 42 contains 40144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421616.000000 Penalty: 145101.093750
Iteration 365Q: 43 clusters Score -1.964216e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 44924 members 
Mstep: Class 3 contains 36940 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39698 members 
Mstep: Class 7 contains 49096 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 41558 members 
Mstep: Class 10 contains 39916 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12235 members 
Mstep: Class 14 contains 50177 members 
Mstep: Class 15 contains 37965 members 
Mstep: Class 16 contains 9894 members 
Mstep: Class 17 contains 15729 members 
Mstep: Class 18 contains 44644 members 
Mstep: Class 19 contains 44606 members 
Mstep: Class 20 contains 16061 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 40500 members 
Mstep: Class 23 contains 8266 members 
Mstep: Class 24 contains 13634 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47448 members 
Mstep: Class 27 contains 45140 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41325 members 
Mstep: Class 32 contains 48419 members 
Mstep: Class 33 contains 70698 members 
Mstep: Class 34 contains 45158 members 
Mstep: Class 35 contains 41055 members 
Mstep: Class 36 contains 12462 members 
Mstep: Class 37 contains 38766 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44253 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39963 members 
Mstep: Class 42 contains 40894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421376.000000 Penalty: 145101.093750
Iteration 366Q: 43 clusters Score -1.964214e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 44935 members 
Mstep: Class 3 contains 36913 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39706 members 
Mstep: Class 7 contains 49098 members 
Mstep: Class 8 contains 13532 members 
Mstep: Class 9 contains 41554 members 
Mstep: Class 10 contains 39901 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12233 members 
Mstep: Class 14 contains 50186 members 
Mstep: Class 15 contains 37938 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 17 contains 15434 members 
Mstep: Class 18 contains 44644 members 
Mstep: Class 19 contains 44580 members 
Mstep: Class 20 contains 16061 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 40513 members 
Mstep: Class 23 contains 8270 members 
Mstep: Class 24 contains 13633 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47419 members 
Mstep: Class 27 contains 45150 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41296 members 
Mstep: Class 32 contains 48417 members 
Mstep: Class 33 contains 70683 members 
Mstep: Class 34 contains 45121 members 
Mstep: Class 35 contains 41048 members 
Mstep: Class 36 contains 12490 members 
Mstep: Class 37 contains 38776 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44251 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39646 members 
Mstep: Class 42 contains 41641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421040.000000 Penalty: 145101.093750
Iteration 367Q: 43 clusters Score -1.96421e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 44956 members 
Mstep: Class 3 contains 36878 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39689 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 13535 members 
Mstep: Class 9 contains 41550 members 
Mstep: Class 10 contains 39889 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 50198 members 
Mstep: Class 15 contains 37915 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 15134 members 
Mstep: Class 18 contains 44655 members 
Mstep: Class 19 contains 44548 members 
Mstep: Class 20 contains 16066 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 40517 members 
Mstep: Class 23 contains 8267 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47414 members 
Mstep: Class 27 contains 45147 members 
Mstep: Class 28 contains 10457 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41282 members 
Mstep: Class 32 contains 48414 members 
Mstep: Class 33 contains 70679 members 
Mstep: Class 34 contains 45073 members 
Mstep: Class 35 contains 41040 members 
Mstep: Class 36 contains 12530 members 
Mstep: Class 37 contains 38775 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44249 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39331 members 
Mstep: Class 42 contains 42390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421104.000000 Penalty: 145101.093750
Iteration 368Q: 43 clusters Score -1.964211e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 44984 members 
Mstep: Class 3 contains 36848 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39681 members 
Mstep: Class 7 contains 49100 members 
Mstep: Class 8 contains 13523 members 
Mstep: Class 9 contains 41546 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 50201 members 
Mstep: Class 15 contains 37913 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 14868 members 
Mstep: Class 18 contains 44647 members 
Mstep: Class 19 contains 44490 members 
Mstep: Class 20 contains 16066 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40506 members 
Mstep: Class 23 contains 8259 members 
Mstep: Class 24 contains 13622 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47434 members 
Mstep: Class 27 contains 45136 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41269 members 
Mstep: Class 32 contains 48412 members 
Mstep: Class 33 contains 70671 members 
Mstep: Class 34 contains 45009 members 
Mstep: Class 35 contains 41048 members 
Mstep: Class 36 contains 12548 members 
Mstep: Class 37 contains 38770 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44255 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39066 members 
Mstep: Class 42 contains 43071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421008.000000 Penalty: 145101.093750
Iteration 369Q: 43 clusters Score -1.96421e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 45000 members 
Mstep: Class 3 contains 36806 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39687 members 
Mstep: Class 7 contains 49111 members 
Mstep: Class 8 contains 13513 members 
Mstep: Class 9 contains 41542 members 
Mstep: Class 10 contains 39907 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 50198 members 
Mstep: Class 15 contains 37915 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 14618 members 
Mstep: Class 18 contains 44646 members 
Mstep: Class 19 contains 44432 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 40494 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47453 members 
Mstep: Class 27 contains 45133 members 
Mstep: Class 28 contains 10457 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41251 members 
Mstep: Class 32 contains 48411 members 
Mstep: Class 33 contains 70661 members 
Mstep: Class 34 contains 44945 members 
Mstep: Class 35 contains 41039 members 
Mstep: Class 36 contains 12603 members 
Mstep: Class 37 contains 38761 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44247 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38808 members 
Mstep: Class 42 contains 43737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420656.000000 Penalty: 145101.093750
Iteration 370Q: 43 clusters Score -1.964207e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 45019 members 
Mstep: Class 3 contains 36760 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39703 members 
Mstep: Class 7 contains 49129 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 41542 members 
Mstep: Class 10 contains 39909 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12220 members 
Mstep: Class 14 contains 50201 members 
Mstep: Class 15 contains 37912 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 44638 members 
Mstep: Class 19 contains 44410 members 
Mstep: Class 20 contains 16066 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 40476 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47473 members 
Mstep: Class 27 contains 45120 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41243 members 
Mstep: Class 32 contains 48411 members 
Mstep: Class 33 contains 70637 members 
Mstep: Class 34 contains 44854 members 
Mstep: Class 35 contains 41029 members 
Mstep: Class 36 contains 12621 members 
Mstep: Class 37 contains 38756 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44253 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38705 members 
Mstep: Class 42 contains 44287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420496.000000 Penalty: 145101.093750
Iteration 371Q: 43 clusters Score -1.964205e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 45042 members 
Mstep: Class 3 contains 36693 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39705 members 
Mstep: Class 7 contains 49125 members 
Mstep: Class 8 contains 13513 members 
Mstep: Class 9 contains 41541 members 
Mstep: Class 10 contains 39903 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 50198 members 
Mstep: Class 15 contains 37917 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 14097 members 
Mstep: Class 18 contains 44636 members 
Mstep: Class 19 contains 44393 members 
Mstep: Class 20 contains 16065 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 40462 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47511 members 
Mstep: Class 27 contains 45109 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41224 members 
Mstep: Class 32 contains 48413 members 
Mstep: Class 33 contains 70626 members 
Mstep: Class 34 contains 44670 members 
Mstep: Class 35 contains 41031 members 
Mstep: Class 36 contains 12651 members 
Mstep: Class 37 contains 38756 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44249 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38698 members 
Mstep: Class 42 contains 44758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420912.000000 Penalty: 145101.093750
Iteration 372Q: 43 clusters Score -1.964209e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 45051 members 
Mstep: Class 3 contains 36638 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39729 members 
Mstep: Class 7 contains 49126 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 41540 members 
Mstep: Class 10 contains 39900 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12220 members 
Mstep: Class 14 contains 50197 members 
Mstep: Class 15 contains 37914 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 13864 members 
Mstep: Class 18 contains 44627 members 
Mstep: Class 19 contains 44370 members 
Mstep: Class 20 contains 16063 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 40443 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 13617 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47539 members 
Mstep: Class 27 contains 45114 members 
Mstep: Class 28 contains 10455 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41205 members 
Mstep: Class 32 contains 48413 members 
Mstep: Class 33 contains 70623 members 
Mstep: Class 34 contains 44483 members 
Mstep: Class 35 contains 41025 members 
Mstep: Class 36 contains 12670 members 
Mstep: Class 37 contains 38757 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44239 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38775 members 
Mstep: Class 42 contains 45173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421040.000000 Penalty: 145101.093750
Iteration 373Q: 43 clusters Score -1.96421e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 45059 members 
Mstep: Class 3 contains 36584 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39760 members 
Mstep: Class 7 contains 49122 members 
Mstep: Class 8 contains 13533 members 
Mstep: Class 9 contains 41539 members 
Mstep: Class 10 contains 39882 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12219 members 
Mstep: Class 14 contains 50190 members 
Mstep: Class 15 contains 37908 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 13635 members 
Mstep: Class 18 contains 44619 members 
Mstep: Class 19 contains 44377 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 40425 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47538 members 
Mstep: Class 27 contains 45113 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41188 members 
Mstep: Class 32 contains 48412 members 
Mstep: Class 33 contains 70615 members 
Mstep: Class 34 contains 44294 members 
Mstep: Class 35 contains 41034 members 
Mstep: Class 36 contains 12713 members 
Mstep: Class 37 contains 38757 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44233 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 38935 members 
Mstep: Class 42 contains 45478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420992.000000 Penalty: 145101.093750
Iteration 374Q: 43 clusters Score -1.96421e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 45043 members 
Mstep: Class 3 contains 36530 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39789 members 
Mstep: Class 7 contains 49118 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 41536 members 
Mstep: Class 10 contains 39867 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12215 members 
Mstep: Class 14 contains 50178 members 
Mstep: Class 15 contains 37911 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 44601 members 
Mstep: Class 19 contains 44365 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 40428 members 
Mstep: Class 23 contains 8240 members 
Mstep: Class 24 contains 13617 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47559 members 
Mstep: Class 27 contains 45117 members 
Mstep: Class 28 contains 10446 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41179 members 
Mstep: Class 32 contains 48410 members 
Mstep: Class 33 contains 70608 members 
Mstep: Class 34 contains 44165 members 
Mstep: Class 35 contains 41034 members 
Mstep: Class 36 contains 12753 members 
Mstep: Class 37 contains 38755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44230 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39120 members 
Mstep: Class 42 contains 45742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420976.000000 Penalty: 145101.093750
Iteration 375Q: 43 clusters Score -1.96421e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 45030 members 
Mstep: Class 3 contains 36497 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39812 members 
Mstep: Class 7 contains 49105 members 
Mstep: Class 8 contains 13543 members 
Mstep: Class 9 contains 41538 members 
Mstep: Class 10 contains 39860 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12219 members 
Mstep: Class 14 contains 50173 members 
Mstep: Class 15 contains 37915 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 44596 members 
Mstep: Class 19 contains 44362 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40442 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 13615 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47558 members 
Mstep: Class 27 contains 45129 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41181 members 
Mstep: Class 32 contains 48409 members 
Mstep: Class 33 contains 70587 members 
Mstep: Class 34 contains 43956 members 
Mstep: Class 35 contains 41023 members 
Mstep: Class 36 contains 12784 members 
Mstep: Class 37 contains 38756 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44230 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39376 members 
Mstep: Class 42 contains 46001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421424.000000 Penalty: 145101.093750
Iteration 376Q: 43 clusters Score -1.964214e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 45020 members 
Mstep: Class 3 contains 36443 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 39849 members 
Mstep: Class 7 contains 49109 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 41532 members 
Mstep: Class 10 contains 39844 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12222 members 
Mstep: Class 14 contains 50177 members 
Mstep: Class 15 contains 37925 members 
Mstep: Class 16 contains 9888 members 
Mstep: Class 17 contains 12817 members 
Mstep: Class 18 contains 44608 members 
Mstep: Class 19 contains 44369 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 40432 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47535 members 
Mstep: Class 27 contains 45130 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41180 members 
Mstep: Class 32 contains 48409 members 
Mstep: Class 33 contains 70554 members 
Mstep: Class 34 contains 43780 members 
Mstep: Class 35 contains 41032 members 
Mstep: Class 36 contains 12800 members 
Mstep: Class 37 contains 38762 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44225 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 39724 members 
Mstep: Class 42 contains 46155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421232.000000 Penalty: 145101.093750
Iteration 377Q: 43 clusters Score -1.964212e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 45044 members 
Mstep: Class 3 contains 36395 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 39879 members 
Mstep: Class 7 contains 49101 members 
Mstep: Class 8 contains 13547 members 
Mstep: Class 9 contains 41528 members 
Mstep: Class 10 contains 39816 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12224 members 
Mstep: Class 14 contains 50184 members 
Mstep: Class 15 contains 37929 members 
Mstep: Class 16 contains 9887 members 
Mstep: Class 17 contains 12554 members 
Mstep: Class 18 contains 44600 members 
Mstep: Class 19 contains 44379 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40424 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47532 members 
Mstep: Class 27 contains 45143 members 
Mstep: Class 28 contains 10438 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41180 members 
Mstep: Class 32 contains 48411 members 
Mstep: Class 33 contains 70520 members 
Mstep: Class 34 contains 43596 members 
Mstep: Class 35 contains 41028 members 
Mstep: Class 36 contains 12825 members 
Mstep: Class 37 contains 38760 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44211 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40112 members 
Mstep: Class 42 contains 46263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421408.000000 Penalty: 145101.093750
Iteration 378Q: 43 clusters Score -1.964214e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 45047 members 
Mstep: Class 3 contains 36359 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 39915 members 
Mstep: Class 7 contains 49104 members 
Mstep: Class 8 contains 13557 members 
Mstep: Class 9 contains 41523 members 
Mstep: Class 10 contains 39785 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12222 members 
Mstep: Class 14 contains 50191 members 
Mstep: Class 15 contains 37936 members 
Mstep: Class 16 contains 9886 members 
Mstep: Class 17 contains 12318 members 
Mstep: Class 18 contains 44591 members 
Mstep: Class 19 contains 44363 members 
Mstep: Class 20 contains 16061 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 40405 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47518 members 
Mstep: Class 27 contains 45151 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41207 members 
Mstep: Class 32 contains 48406 members 
Mstep: Class 33 contains 70511 members 
Mstep: Class 34 contains 43345 members 
Mstep: Class 35 contains 41027 members 
Mstep: Class 36 contains 12857 members 
Mstep: Class 37 contains 38763 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44207 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 40558 members 
Mstep: Class 42 contains 46321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421376.000000 Penalty: 145101.093750
Iteration 379Q: 43 clusters Score -1.964214e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 45064 members 
Mstep: Class 3 contains 36328 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 39932 members 
Mstep: Class 7 contains 49103 members 
Mstep: Class 8 contains 13559 members 
Mstep: Class 9 contains 41524 members 
Mstep: Class 10 contains 39788 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 50202 members 
Mstep: Class 15 contains 37947 members 
Mstep: Class 16 contains 9884 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 44569 members 
Mstep: Class 19 contains 44333 members 
Mstep: Class 20 contains 16061 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 40366 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13627 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47516 members 
Mstep: Class 27 contains 45142 members 
Mstep: Class 28 contains 10429 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41215 members 
Mstep: Class 32 contains 48406 members 
Mstep: Class 33 contains 70507 members 
Mstep: Class 34 contains 43071 members 
Mstep: Class 35 contains 41026 members 
Mstep: Class 36 contains 12908 members 
Mstep: Class 37 contains 38768 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44212 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41031 members 
Mstep: Class 42 contains 46323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421648.000000 Penalty: 145101.093750
Iteration 380F: 43 clusters Score -1.964216e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 45082 members 
Mstep: Class 3 contains 36294 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39939 members 
Mstep: Class 7 contains 49107 members 
Mstep: Class 8 contains 13564 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 50205 members 
Mstep: Class 15 contains 37975 members 
Mstep: Class 16 contains 9883 members 
Mstep: Class 17 contains 11981 members 
Mstep: Class 18 contains 44574 members 
Mstep: Class 19 contains 44302 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 40341 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 13622 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47531 members 
Mstep: Class 27 contains 45134 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41210 members 
Mstep: Class 32 contains 48402 members 
Mstep: Class 33 contains 70500 members 
Mstep: Class 34 contains 42799 members 
Mstep: Class 35 contains 41023 members 
Mstep: Class 36 contains 12979 members 
Mstep: Class 37 contains 38771 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44211 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41511 members 
Mstep: Class 42 contains 46240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421376.000000 Penalty: 145101.093750
Iteration 381Q: 43 clusters Score -1.964214e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 45125 members 
Mstep: Class 3 contains 36269 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39931 members 
Mstep: Class 7 contains 49108 members 
Mstep: Class 8 contains 13567 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 39754 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 50220 members 
Mstep: Class 15 contains 38048 members 
Mstep: Class 16 contains 9882 members 
Mstep: Class 17 contains 11832 members 
Mstep: Class 18 contains 44563 members 
Mstep: Class 19 contains 44263 members 
Mstep: Class 20 contains 16063 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40313 members 
Mstep: Class 23 contains 8240 members 
Mstep: Class 24 contains 13623 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47579 members 
Mstep: Class 27 contains 45135 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41177 members 
Mstep: Class 32 contains 48400 members 
Mstep: Class 33 contains 70482 members 
Mstep: Class 34 contains 42581 members 
Mstep: Class 35 contains 41023 members 
Mstep: Class 36 contains 13048 members 
Mstep: Class 37 contains 38772 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44199 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 41961 members 
Mstep: Class 42 contains 46121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420864.000000 Penalty: 145101.093750
Iteration 382Q: 43 clusters Score -1.964209e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 45160 members 
Mstep: Class 3 contains 36232 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39942 members 
Mstep: Class 7 contains 49107 members 
Mstep: Class 8 contains 13561 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 39743 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12219 members 
Mstep: Class 14 contains 50222 members 
Mstep: Class 15 contains 38112 members 
Mstep: Class 16 contains 9881 members 
Mstep: Class 17 contains 11715 members 
Mstep: Class 18 contains 44541 members 
Mstep: Class 19 contains 44217 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40293 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47626 members 
Mstep: Class 27 contains 45142 members 
Mstep: Class 28 contains 10413 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41156 members 
Mstep: Class 32 contains 48397 members 
Mstep: Class 33 contains 70460 members 
Mstep: Class 34 contains 42336 members 
Mstep: Class 35 contains 41016 members 
Mstep: Class 36 contains 13111 members 
Mstep: Class 37 contains 38778 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44185 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42409 members 
Mstep: Class 42 contains 46023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420624.000000 Penalty: 145101.093750
Iteration 383Q: 43 clusters Score -1.964206e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 45155 members 
Mstep: Class 3 contains 36182 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 39975 members 
Mstep: Class 7 contains 49109 members 
Mstep: Class 8 contains 13565 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 39736 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12215 members 
Mstep: Class 14 contains 50234 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 9881 members 
Mstep: Class 17 contains 11599 members 
Mstep: Class 18 contains 44526 members 
Mstep: Class 19 contains 44196 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40268 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13621 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47649 members 
Mstep: Class 27 contains 45131 members 
Mstep: Class 28 contains 10411 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41128 members 
Mstep: Class 32 contains 48395 members 
Mstep: Class 33 contains 70444 members 
Mstep: Class 34 contains 42134 members 
Mstep: Class 35 contains 41002 members 
Mstep: Class 36 contains 13185 members 
Mstep: Class 37 contains 38783 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44177 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 42838 members 
Mstep: Class 42 contains 45872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421008.000000 Penalty: 145101.093750
Iteration 384Q: 43 clusters Score -1.96421e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 45163 members 
Mstep: Class 3 contains 36119 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40004 members 
Mstep: Class 7 contains 49119 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 39724 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 50246 members 
Mstep: Class 15 contains 38271 members 
Mstep: Class 16 contains 9880 members 
Mstep: Class 17 contains 11464 members 
Mstep: Class 18 contains 44505 members 
Mstep: Class 19 contains 44194 members 
Mstep: Class 20 contains 16067 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40234 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47676 members 
Mstep: Class 27 contains 45120 members 
Mstep: Class 28 contains 10406 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41116 members 
Mstep: Class 32 contains 48398 members 
Mstep: Class 33 contains 70425 members 
Mstep: Class 34 contains 41939 members 
Mstep: Class 35 contains 40991 members 
Mstep: Class 36 contains 13261 members 
Mstep: Class 37 contains 38783 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44172 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43263 members 
Mstep: Class 42 contains 45737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421168.000000 Penalty: 145101.093750
Iteration 385Q: 43 clusters Score -1.964212e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 45172 members 
Mstep: Class 3 contains 36084 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40033 members 
Mstep: Class 7 contains 49123 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 41518 members 
Mstep: Class 10 contains 39706 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 50234 members 
Mstep: Class 15 contains 38332 members 
Mstep: Class 16 contains 9880 members 
Mstep: Class 17 contains 11336 members 
Mstep: Class 18 contains 44471 members 
Mstep: Class 19 contains 44187 members 
Mstep: Class 20 contains 16065 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40213 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 13628 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47714 members 
Mstep: Class 27 contains 45106 members 
Mstep: Class 28 contains 10404 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41108 members 
Mstep: Class 32 contains 48399 members 
Mstep: Class 33 contains 70412 members 
Mstep: Class 34 contains 41706 members 
Mstep: Class 35 contains 40988 members 
Mstep: Class 36 contains 13349 members 
Mstep: Class 37 contains 38782 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44153 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43647 members 
Mstep: Class 42 contains 45673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420832.000000 Penalty: 145101.093750
Iteration 386Q: 43 clusters Score -1.964208e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 45175 members 
Mstep: Class 3 contains 36040 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40066 members 
Mstep: Class 7 contains 49127 members 
Mstep: Class 8 contains 13566 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 39698 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 50230 members 
Mstep: Class 15 contains 38368 members 
Mstep: Class 16 contains 9880 members 
Mstep: Class 17 contains 11197 members 
Mstep: Class 18 contains 44446 members 
Mstep: Class 19 contains 44152 members 
Mstep: Class 20 contains 16065 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40190 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 13628 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47757 members 
Mstep: Class 27 contains 45086 members 
Mstep: Class 28 contains 10403 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41114 members 
Mstep: Class 32 contains 48395 members 
Mstep: Class 33 contains 70401 members 
Mstep: Class 34 contains 41488 members 
Mstep: Class 35 contains 40994 members 
Mstep: Class 36 contains 13441 members 
Mstep: Class 37 contains 38780 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44151 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 43961 members 
Mstep: Class 42 contains 45689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420976.000000 Penalty: 145101.093750
Iteration 387Q: 43 clusters Score -1.96421e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 45155 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40114 members 
Mstep: Class 7 contains 49124 members 
Mstep: Class 8 contains 13554 members 
Mstep: Class 9 contains 41519 members 
Mstep: Class 10 contains 39702 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 50220 members 
Mstep: Class 15 contains 38386 members 
Mstep: Class 16 contains 9880 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 44125 members 
Mstep: Class 20 contains 16063 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40179 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13628 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47770 members 
Mstep: Class 27 contains 45078 members 
Mstep: Class 28 contains 10402 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41113 members 
Mstep: Class 32 contains 48392 members 
Mstep: Class 33 contains 70384 members 
Mstep: Class 34 contains 41305 members 
Mstep: Class 35 contains 40989 members 
Mstep: Class 36 contains 13535 members 
Mstep: Class 37 contains 38779 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44144 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44254 members 
Mstep: Class 42 contains 45736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421072.000000 Penalty: 145101.093750
Iteration 388Q: 43 clusters Score -1.964211e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 45147 members 
Mstep: Class 3 contains 35962 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40171 members 
Mstep: Class 7 contains 49119 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 41518 members 
Mstep: Class 10 contains 39705 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 50213 members 
Mstep: Class 15 contains 38393 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 10916 members 
Mstep: Class 18 contains 44421 members 
Mstep: Class 19 contains 44093 members 
Mstep: Class 20 contains 16061 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40170 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47731 members 
Mstep: Class 27 contains 45062 members 
Mstep: Class 28 contains 10403 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41108 members 
Mstep: Class 32 contains 48392 members 
Mstep: Class 33 contains 70373 members 
Mstep: Class 34 contains 41131 members 
Mstep: Class 35 contains 40984 members 
Mstep: Class 36 contains 13615 members 
Mstep: Class 37 contains 38782 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44150 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44504 members 
Mstep: Class 42 contains 45831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421680.000000 Penalty: 145101.093750
Iteration 389Q: 43 clusters Score -1.964217e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 45169 members 
Mstep: Class 3 contains 35931 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40231 members 
Mstep: Class 7 contains 49101 members 
Mstep: Class 8 contains 13550 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 39704 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 50200 members 
Mstep: Class 15 contains 38374 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 10792 members 
Mstep: Class 18 contains 44411 members 
Mstep: Class 19 contains 44074 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 40133 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47682 members 
Mstep: Class 27 contains 45041 members 
Mstep: Class 28 contains 10402 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41089 members 
Mstep: Class 32 contains 48390 members 
Mstep: Class 33 contains 70355 members 
Mstep: Class 34 contains 40978 members 
Mstep: Class 35 contains 40994 members 
Mstep: Class 36 contains 13701 members 
Mstep: Class 37 contains 38777 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44150 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 44779 members 
Mstep: Class 42 contains 45908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421728.000000 Penalty: 145101.093750
Iteration 390Q: 43 clusters Score -1.964217e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 45214 members 
Mstep: Class 3 contains 35880 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40267 members 
Mstep: Class 7 contains 49085 members 
Mstep: Class 8 contains 13556 members 
Mstep: Class 9 contains 41522 members 
Mstep: Class 10 contains 39694 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 38342 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 10669 members 
Mstep: Class 18 contains 44415 members 
Mstep: Class 19 contains 44057 members 
Mstep: Class 20 contains 16057 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 40087 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 13624 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47667 members 
Mstep: Class 27 contains 45029 members 
Mstep: Class 28 contains 10402 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41058 members 
Mstep: Class 32 contains 48390 members 
Mstep: Class 33 contains 70334 members 
Mstep: Class 34 contains 40835 members 
Mstep: Class 35 contains 40999 members 
Mstep: Class 36 contains 13779 members 
Mstep: Class 37 contains 38770 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44141 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45046 members 
Mstep: Class 42 contains 46010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421808.000000 Penalty: 145101.093750
Iteration 391Q: 43 clusters Score -1.964218e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 45272 members 
Mstep: Class 3 contains 35828 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40294 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 9 contains 41521 members 
Mstep: Class 10 contains 39681 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 50187 members 
Mstep: Class 15 contains 38310 members 
Mstep: Class 16 contains 9878 members 
Mstep: Class 17 contains 10540 members 
Mstep: Class 18 contains 44416 members 
Mstep: Class 19 contains 44028 members 
Mstep: Class 20 contains 16057 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 40035 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47646 members 
Mstep: Class 27 contains 45021 members 
Mstep: Class 28 contains 10402 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 41039 members 
Mstep: Class 32 contains 48390 members 
Mstep: Class 33 contains 70324 members 
Mstep: Class 34 contains 40711 members 
Mstep: Class 35 contains 40990 members 
Mstep: Class 36 contains 13852 members 
Mstep: Class 37 contains 38771 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44152 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45305 members 
Mstep: Class 42 contains 46094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421808.000000 Penalty: 145101.093750
Iteration 392Q: 43 clusters Score -1.964218e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 45346 members 
Mstep: Class 3 contains 35769 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40312 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 41519 members 
Mstep: Class 10 contains 39658 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 50181 members 
Mstep: Class 15 contains 38263 members 
Mstep: Class 16 contains 9878 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 44411 members 
Mstep: Class 19 contains 44016 members 
Mstep: Class 20 contains 16054 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 39982 members 
Mstep: Class 23 contains 8228 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47621 members 
Mstep: Class 27 contains 45018 members 
Mstep: Class 28 contains 10400 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41023 members 
Mstep: Class 32 contains 48388 members 
Mstep: Class 33 contains 70327 members 
Mstep: Class 34 contains 40635 members 
Mstep: Class 35 contains 40979 members 
Mstep: Class 36 contains 13926 members 
Mstep: Class 37 contains 38773 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44159 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45547 members 
Mstep: Class 42 contains 46172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421968.000000 Penalty: 145101.093750
Iteration 393Q: 43 clusters Score -1.96422e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 45430 members 
Mstep: Class 3 contains 35727 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40313 members 
Mstep: Class 7 contains 49041 members 
Mstep: Class 8 contains 13571 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 39624 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12201 members 
Mstep: Class 14 contains 50172 members 
Mstep: Class 15 contains 38206 members 
Mstep: Class 16 contains 9876 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 44417 members 
Mstep: Class 19 contains 44010 members 
Mstep: Class 20 contains 16052 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 39913 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13610 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47629 members 
Mstep: Class 27 contains 45025 members 
Mstep: Class 28 contains 10397 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 41011 members 
Mstep: Class 32 contains 48386 members 
Mstep: Class 33 contains 70318 members 
Mstep: Class 34 contains 40584 members 
Mstep: Class 35 contains 40975 members 
Mstep: Class 36 contains 13986 members 
Mstep: Class 37 contains 38771 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44158 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 45813 members 
Mstep: Class 42 contains 46207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421968.000000 Penalty: 145101.093750
Iteration 394Q: 43 clusters Score -1.96422e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 45479 members 
Mstep: Class 3 contains 35683 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40317 members 
Mstep: Class 7 contains 49018 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 9 contains 41519 members 
Mstep: Class 10 contains 39596 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 50163 members 
Mstep: Class 15 contains 38131 members 
Mstep: Class 16 contains 9875 members 
Mstep: Class 17 contains 10071 members 
Mstep: Class 18 contains 44427 members 
Mstep: Class 19 contains 44021 members 
Mstep: Class 20 contains 16051 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 39837 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 13610 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47666 members 
Mstep: Class 27 contains 45014 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 40997 members 
Mstep: Class 32 contains 48386 members 
Mstep: Class 33 contains 70303 members 
Mstep: Class 34 contains 40567 members 
Mstep: Class 35 contains 40981 members 
Mstep: Class 36 contains 14052 members 
Mstep: Class 37 contains 38766 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44152 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 46054 members 
Mstep: Class 42 contains 46256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421632.000000 Penalty: 145101.093750
Iteration 395Q: 43 clusters Score -1.964216e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 45530 members 
Mstep: Class 3 contains 35635 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40327 members 
Mstep: Class 7 contains 48988 members 
Mstep: Class 8 contains 13592 members 
Mstep: Class 9 contains 41522 members 
Mstep: Class 10 contains 39569 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 50171 members 
Mstep: Class 15 contains 38072 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 9925 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 44020 members 
Mstep: Class 20 contains 16050 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 39758 members 
Mstep: Class 23 contains 8228 members 
Mstep: Class 24 contains 13613 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47691 members 
Mstep: Class 27 contains 45021 members 
Mstep: Class 28 contains 10390 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 40995 members 
Mstep: Class 32 contains 48383 members 
Mstep: Class 33 contains 70280 members 
Mstep: Class 34 contains 40563 members 
Mstep: Class 35 contains 40978 members 
Mstep: Class 36 contains 14114 members 
Mstep: Class 37 contains 38762 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44154 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 46293 members 
Mstep: Class 42 contains 46280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421264.000000 Penalty: 145101.093750
Iteration 396Q: 43 clusters Score -1.964213e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 45578 members 
Mstep: Class 3 contains 35588 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40358 members 
Mstep: Class 7 contains 48963 members 
Mstep: Class 8 contains 13599 members 
Mstep: Class 9 contains 41522 members 
Mstep: Class 10 contains 39534 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 50175 members 
Mstep: Class 15 contains 38015 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 9787 members 
Mstep: Class 18 contains 44411 members 
Mstep: Class 19 contains 44039 members 
Mstep: Class 20 contains 16047 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 39664 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 13609 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47723 members 
Mstep: Class 27 contains 45011 members 
Mstep: Class 28 contains 10391 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40989 members 
Mstep: Class 32 contains 48382 members 
Mstep: Class 33 contains 70275 members 
Mstep: Class 34 contains 40511 members 
Mstep: Class 35 contains 40981 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 38759 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44147 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 46526 members 
Mstep: Class 42 contains 46325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421280.000000 Penalty: 145101.093750
Iteration 397Q: 43 clusters Score -1.964213e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 45623 members 
Mstep: Class 3 contains 35536 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40396 members 
Mstep: Class 7 contains 48940 members 
Mstep: Class 8 contains 13600 members 
Mstep: Class 9 contains 41521 members 
Mstep: Class 10 contains 39502 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12216 members 
Mstep: Class 14 contains 50195 members 
Mstep: Class 15 contains 37944 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 9655 members 
Mstep: Class 18 contains 44405 members 
Mstep: Class 19 contains 44049 members 
Mstep: Class 20 contains 16042 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 39533 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47803 members 
Mstep: Class 27 contains 45014 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40986 members 
Mstep: Class 32 contains 48381 members 
Mstep: Class 33 contains 70269 members 
Mstep: Class 34 contains 40432 members 
Mstep: Class 35 contains 40961 members 
Mstep: Class 36 contains 14252 members 
Mstep: Class 37 contains 38755 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44139 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 46755 members 
Mstep: Class 42 contains 46408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421264.000000 Penalty: 145101.093750
Iteration 398Q: 43 clusters Score -1.964213e+08 nChanged 1963
Entering ConstructFrom: 
Score: -196421264.000000 Penalty: 145101.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -2917568.000000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -2917568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2905612.500000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -2905612 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2909514.250000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -2909514 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2910010.500000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -2910010 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2910437.750000 Penalty: 4819.022949
	Iteration 3F: 3 clusters Score -2910438 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2910850.250000 Penalty: 4819.022949
	Iteration 4F: 3 clusters Score -2910850 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2911217.750000 Penalty: 4819.022949
	Iteration 5Q: 3 clusters Score -2911218 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2911574.000000 Penalty: 4819.022949
	Iteration 6Q: 3 clusters Score -2911574 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2911952.250000 Penalty: 4819.022949
	Iteration 7Q: 3 clusters Score -2911952 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2912336.750000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -2912337 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2912698.250000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -2912698 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2913022.750000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -2913023 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2913351.750000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -2913352 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2913676.000000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -2913676 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2914019.000000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -2914019 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2914351.000000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -2914351 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2914660.750000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -2914661 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2914944.250000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -2914944 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2915216.000000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -2915216 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2915458.750000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -2915459 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2915797.500000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -2915798 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2916142.000000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -2916142 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2916416.750000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -2916417 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2916607.000000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -2916607 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2916721.500000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -2916722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2916795.000000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -2916795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2916840.250000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -2916840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2916863.500000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -2916864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2916879.750000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -2916880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2916884.750000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -2916885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2916884.250000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -2916884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2916885.750000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -2916886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2916893.000000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -2916893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2916890.250000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -2916890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2916887.500000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -2916888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2916889.750000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -2916890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2916889.750000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -2916890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2916893.500000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -2916894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2916894.250000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -2916894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2916893.750000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -2916894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2916892.000000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -2916892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2916893.750000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -2916894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2916890.000000 Penalty: 4819.022949
	Iteration 41Q: 3 clusters Score -2916890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2916891.500000 Penalty: 4819.022949
	Iteration 42Q: 3 clusters Score -2916892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2916892.250000 Penalty: 4819.022949
	Iteration 43Q: 3 clusters Score -2916892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2916892.250000 Penalty: 4819.022949
	Iteration 44F: 3 clusters Score -2916892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Entering Unmasked Estep 
Score: -8256832.500000 Penalty: 2660.824707
	Iteration 0F: 2 clusters Score -8256832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -8227123.000000 Penalty: 5321.649414
	Iteration 0F: 3 clusters Score -8227123 nChanged 21049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -8238830.000000 Penalty: 5321.649414
	Iteration 1F: 3 clusters Score -8238830 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -8239316.500000 Penalty: 5321.649414
	Iteration 2Q: 3 clusters Score -8239316 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -8239757.500000 Penalty: 5321.649414
	Iteration 3Q: 3 clusters Score -8239758 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -8240216.000000 Penalty: 5321.649414
	Iteration 4Q: 3 clusters Score -8240216 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -8240682.500000 Penalty: 5321.649414
	Iteration 5Q: 3 clusters Score -8240682 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -8241317.000000 Penalty: 5321.649414
	Iteration 6Q: 3 clusters Score -8241317 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -8242191.500000 Penalty: 5321.649414
	Iteration 7Q: 3 clusters Score -8242192 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -8243581.500000 Penalty: 5321.649414
	Iteration 8F: 3 clusters Score -8243582 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -8245679.500000 Penalty: 5321.649414
	Iteration 9F: 3 clusters Score -8245680 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -8248228.000000 Penalty: 5321.649414
	Iteration 10F: 3 clusters Score -8248228 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -8250637.500000 Penalty: 5321.649414
	Iteration 11F: 3 clusters Score -8250638 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8252478.000000 Penalty: 5321.649414
	Iteration 12F: 3 clusters Score -8252478 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8253469.000000 Penalty: 5321.649414
	Iteration 13Q: 3 clusters Score -8253469 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8253976.500000 Penalty: 5321.649414
	Iteration 14Q: 3 clusters Score -8253976 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8254229.000000 Penalty: 5321.649414
	Iteration 15Q: 3 clusters Score -8254229 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8254376.500000 Penalty: 5321.649414
	Iteration 16Q: 3 clusters Score -8254376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8254436.500000 Penalty: 5321.649414
	Iteration 17Q: 3 clusters Score -8254436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8254468.000000 Penalty: 5321.649414
	Iteration 18Q: 3 clusters Score -8254468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8254474.500000 Penalty: 5321.649414
	Iteration 19Q: 3 clusters Score -8254474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8254501.000000 Penalty: 5321.649414
	Iteration 20F: 3 clusters Score -8254501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8254505.000000 Penalty: 5321.649414
	Iteration 21Q: 3 clusters Score -8254505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8254510.000000 Penalty: 5321.649414
	Iteration 22Q: 3 clusters Score -8254510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8254519.000000 Penalty: 5321.649414
	Iteration 23Q: 3 clusters Score -8254519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8254521.000000 Penalty: 5321.649414
	Iteration 24Q: 3 clusters Score -8254521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8254527.000000 Penalty: 5321.649414
	Iteration 25Q: 3 clusters Score -8254527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8254527.000000 Penalty: 5321.649414
	Iteration 26F: 3 clusters Score -8254527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Entering Unmasked Estep 
Score: -6317100.500000 Penalty: 2598.073730
	Iteration 0F: 2 clusters Score -6317100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6292953.500000 Penalty: 5196.147461
	Iteration 0F: 3 clusters Score -6292954 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6301943.500000 Penalty: 5196.147461
	Iteration 1F: 3 clusters Score -6301944 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -6302667.500000 Penalty: 5196.147461
	Iteration 2F: 3 clusters Score -6302668 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -6303530.000000 Penalty: 5196.147461
	Iteration 3F: 3 clusters Score -6303530 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -6304594.000000 Penalty: 5196.147461
	Iteration 4F: 3 clusters Score -6304594 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6305974.500000 Penalty: 5196.147461
	Iteration 5F: 3 clusters Score -6305974 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -6307740.000000 Penalty: 5196.147461
	Iteration 6F: 3 clusters Score -6307740 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -6309777.000000 Penalty: 5196.147461
	Iteration 7F: 3 clusters Score -6309777 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -6311486.000000 Penalty: 5196.147461
	Iteration 8F: 3 clusters Score -6311486 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -6312583.000000 Penalty: 5196.147461
	Iteration 9Q: 3 clusters Score -6312583 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6313072.500000 Penalty: 5196.147461
	Iteration 10Q: 3 clusters Score -6313072 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -6313325.500000 Penalty: 5196.147461
	Iteration 11Q: 3 clusters Score -6313326 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -6313480.000000 Penalty: 5196.147461
	Iteration 12Q: 3 clusters Score -6313480 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -6313583.500000 Penalty: 5196.147461
	Iteration 13Q: 3 clusters Score -6313584 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -6313656.000000 Penalty: 5196.147461
	Iteration 14Q: 3 clusters Score -6313656 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -6313770.500000 Penalty: 5196.147461
	Iteration 15Q: 3 clusters Score -6313770 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -6313853.000000 Penalty: 5196.147461
	Iteration 16Q: 3 clusters Score -6313853 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -6313877.500000 Penalty: 5196.147461
	Iteration 17Q: 3 clusters Score -6313878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -6313906.000000 Penalty: 5196.147461
	Iteration 18Q: 3 clusters Score -6313906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6313939.500000 Penalty: 5196.147461
	Iteration 19Q: 3 clusters Score -6313940 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6313926.500000 Penalty: 5196.147461
	Iteration 20F: 3 clusters Score -6313926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -6313950.000000 Penalty: 5196.147461
	Iteration 21Q: 3 clusters Score -6313950 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6313967.000000 Penalty: 5196.147461
	Iteration 22Q: 3 clusters Score -6313967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -6313972.000000 Penalty: 5196.147461
	Iteration 23Q: 3 clusters Score -6313972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -6313977.000000 Penalty: 5196.147461
	Iteration 24Q: 3 clusters Score -6313977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -6313982.500000 Penalty: 5196.147461
	Iteration 25Q: 3 clusters Score -6313982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -6313988.000000 Penalty: 5196.147461
	Iteration 26Q: 3 clusters Score -6313988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -6314002.000000 Penalty: 5196.147461
	Iteration 27Q: 3 clusters Score -6314002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6314000.500000 Penalty: 5196.147461
	Iteration 28Q: 3 clusters Score -6314000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6314011.000000 Penalty: 5196.147461
	Iteration 29Q: 3 clusters Score -6314011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -6314026.500000 Penalty: 5196.147461
	Iteration 30Q: 3 clusters Score -6314026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -6314016.000000 Penalty: 5196.147461
	Iteration 31Q: 3 clusters Score -6314016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6314015.000000 Penalty: 5196.147461
	Iteration 32Q: 3 clusters Score -6314015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -6314010.500000 Penalty: 5196.147461
	Iteration 33Q: 3 clusters Score -6314010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -6314011.000000 Penalty: 5196.147461
	Iteration 34Q: 3 clusters Score -6314011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -6314005.000000 Penalty: 5196.147461
	Iteration 35Q: 3 clusters Score -6314005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -6314007.500000 Penalty: 5196.147461
	Iteration 36Q: 3 clusters Score -6314008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -6314004.500000 Penalty: 5196.147461
	Iteration 37Q: 3 clusters Score -6314004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6314007.500000 Penalty: 5196.147461
	Iteration 38Q: 3 clusters Score -6314008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -6314014.500000 Penalty: 5196.147461
	Iteration 39Q: 3 clusters Score -6314014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -6314017.000000 Penalty: 5196.147461
	Iteration 40F: 3 clusters Score -6314017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -6314018.500000 Penalty: 5196.147461
	Iteration 41Q: 3 clusters Score -6314018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -6314019.000000 Penalty: 5196.147461
	Iteration 42Q: 3 clusters Score -6314019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -6314014.000000 Penalty: 5196.147461
	Iteration 43Q: 3 clusters Score -6314014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -6314014.000000 Penalty: 5196.147461
	Iteration 44Q: 3 clusters Score -6314014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6314012.000000 Penalty: 5196.147461
	Iteration 45Q: 3 clusters Score -6314012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -6314020.500000 Penalty: 5196.147461
	Iteration 46Q: 3 clusters Score -6314020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -6314019.000000 Penalty: 5196.147461
	Iteration 47Q: 3 clusters Score -6314019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -6314025.000000 Penalty: 5196.147461
	Iteration 48Q: 3 clusters Score -6314025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -6314014.500000 Penalty: 5196.147461
	Iteration 49Q: 3 clusters Score -6314014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6314029.500000 Penalty: 5196.147461
	Iteration 50Q: 3 clusters Score -6314030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -6314023.000000 Penalty: 5196.147461
	Iteration 51Q: 3 clusters Score -6314023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -6314025.500000 Penalty: 5196.147461
	Iteration 52Q: 3 clusters Score -6314026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -6314029.500000 Penalty: 5196.147461
	Iteration 53Q: 3 clusters Score -6314030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -6314027.000000 Penalty: 5196.147461
	Iteration 54Q: 3 clusters Score -6314027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -6314028.500000 Penalty: 5196.147461
	Iteration 55Q: 3 clusters Score -6314028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6314029.000000 Penalty: 5196.147461
	Iteration 56Q: 3 clusters Score -6314029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -6314027.500000 Penalty: 5196.147461
	Iteration 57Q: 3 clusters Score -6314028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -6314027.500000 Penalty: 5196.147461
	Iteration 58F: 3 clusters Score -6314028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -764578.750000 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -764578.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -760380.625000 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -760380.6 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -761475.312500 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -761475.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -761821.687500 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -761821.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -762113.750000 Penalty: 4171.607422
	Iteration 3F: 3 clusters Score -762113.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -762358.875000 Penalty: 4171.607422
	Iteration 4F: 3 clusters Score -762358.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -762583.187500 Penalty: 4171.607422
	Iteration 5Q: 3 clusters Score -762583.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -762748.875000 Penalty: 4171.607422
	Iteration 6Q: 3 clusters Score -762748.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -762883.875000 Penalty: 4171.607422
	Iteration 7Q: 3 clusters Score -762883.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -763006.437500 Penalty: 4171.607422
	Iteration 8Q: 3 clusters Score -763006.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -763104.500000 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -763104.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -763192.562500 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -763192.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -763273.937500 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -763273.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -763350.125000 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -763350.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -763407.250000 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -763407.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -763441.812500 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -763441.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -763473.750000 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -763473.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -763495.562500 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -763495.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -763516.500000 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -763516.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -763535.562500 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -763535.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -763550.875000 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -763550.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -763562.125000 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -763562.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -763568.562500 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -763568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -763570.937500 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -763570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -763576.187500 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -763576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -763577.562500 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -763577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -763579.437500 Penalty: 4171.607422
	Iteration 25Q: 3 clusters Score -763579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -763581.875000 Penalty: 4171.607422
	Iteration 26Q: 3 clusters Score -763581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -763582.875000 Penalty: 4171.607422
	Iteration 27Q: 3 clusters Score -763582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -763583.750000 Penalty: 4171.607422
	Iteration 28Q: 3 clusters Score -763583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -763584.812500 Penalty: 4171.607422
	Iteration 29Q: 3 clusters Score -763584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -763585.937500 Penalty: 4171.607422
	Iteration 30Q: 3 clusters Score -763585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -763586.000000 Penalty: 4171.607422
	Iteration 31Q: 3 clusters Score -763586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -763587.000000 Penalty: 4171.607422
	Iteration 32Q: 3 clusters Score -763587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -763588.187500 Penalty: 4171.607422
	Iteration 33Q: 3 clusters Score -763588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -763588.125000 Penalty: 4171.607422
	Iteration 34Q: 3 clusters Score -763588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -763589.000000 Penalty: 4171.607422
	Iteration 35Q: 3 clusters Score -763589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -763590.250000 Penalty: 4171.607422
	Iteration 36Q: 3 clusters Score -763590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -763589.625000 Penalty: 4171.607422
	Iteration 37Q: 3 clusters Score -763589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -763589.625000 Penalty: 4171.607422
	Iteration 38F: 3 clusters Score -763589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -449092.468750 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -449092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -446049.531250 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -446049.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -446769.937500 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -446769.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -446951.375000 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -446951.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -447084.718750 Penalty: 3917.980225
	Iteration 3Q: 3 clusters Score -447084.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -447211.156250 Penalty: 3917.980225
	Iteration 4Q: 3 clusters Score -447211.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -447324.656250 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -447324.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -447439.250000 Penalty: 3917.980225
	Iteration 6Q: 3 clusters Score -447439.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -447530.781250 Penalty: 3917.980225
	Iteration 7Q: 3 clusters Score -447530.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -447633.593750 Penalty: 3917.980225
	Iteration 8Q: 3 clusters Score -447633.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -447709.625000 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -447709.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -447756.125000 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -447756.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -447796.375000 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -447796.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -447826.000000 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -447826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -447850.375000 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -447850.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -447873.062500 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -447873.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -447897.843750 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -447897.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -447923.062500 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -447923.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -447942.218750 Penalty: 3917.980225
	Iteration 17Q: 3 clusters Score -447942.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -447954.687500 Penalty: 3917.980225
	Iteration 18Q: 3 clusters Score -447954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -447962.812500 Penalty: 3917.980225
	Iteration 19Q: 3 clusters Score -447962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -447968.656250 Penalty: 3917.980225
	Iteration 20F: 3 clusters Score -447968.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -447971.500000 Penalty: 3917.980225
	Iteration 21Q: 3 clusters Score -447971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -447974.812500 Penalty: 3917.980225
	Iteration 22Q: 3 clusters Score -447974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -447981.968750 Penalty: 3917.980225
	Iteration 23Q: 3 clusters Score -447982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -447985.031250 Penalty: 3917.980225
	Iteration 24Q: 3 clusters Score -447985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -447987.843750 Penalty: 3917.980225
	Iteration 25Q: 3 clusters Score -447987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -447991.125000 Penalty: 3917.980225
	Iteration 26Q: 3 clusters Score -447991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -447994.781250 Penalty: 3917.980225
	Iteration 27Q: 3 clusters Score -447994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -447996.156250 Penalty: 3917.980225
	Iteration 28Q: 3 clusters Score -447996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -447997.375000 Penalty: 3917.980225
	Iteration 29Q: 3 clusters Score -447997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -447997.375000 Penalty: 3917.980225
	Iteration 30Q: 3 clusters Score -447997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -447997.718750 Penalty: 3917.980225
	Iteration 31Q: 3 clusters Score -447997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -447998.718750 Penalty: 3917.980225
	Iteration 32Q: 3 clusters Score -447998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -448000.625000 Penalty: 3917.980225
	Iteration 33Q: 3 clusters Score -448000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -448002.156250 Penalty: 3917.980225
	Iteration 34Q: 3 clusters Score -448002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -448002.156250 Penalty: 3917.980225
	Iteration 35F: 3 clusters Score -448002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Entering Unmasked Estep 
Score: -7261312.500000 Penalty: 2630.617188
	Iteration 0F: 2 clusters Score -7261312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -7234018.000000 Penalty: 5261.234375
	Iteration 0F: 3 clusters Score -7234018 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7244580.500000 Penalty: 5261.234375
	Iteration 1F: 3 clusters Score -7244580 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -7245419.000000 Penalty: 5261.234375
	Iteration 2Q: 3 clusters Score -7245419 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -7246496.000000 Penalty: 5261.234375
	Iteration 3Q: 3 clusters Score -7246496 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -7247617.500000 Penalty: 5261.234375
	Iteration 4F: 3 clusters Score -7247618 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -7248805.000000 Penalty: 5261.234375
	Iteration 5F: 3 clusters Score -7248805 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -7250391.000000 Penalty: 5261.234375
	Iteration 6F: 3 clusters Score -7250391 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -7252609.000000 Penalty: 5261.234375
	Iteration 7F: 3 clusters Score -7252609 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7255503.000000 Penalty: 5261.234375
	Iteration 8F: 3 clusters Score -7255503 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -7257936.500000 Penalty: 5261.234375
	Iteration 9F: 3 clusters Score -7257936 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -7259143.500000 Penalty: 5261.234375
	Iteration 10Q: 3 clusters Score -7259144 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -7259676.500000 Penalty: 5261.234375
	Iteration 11Q: 3 clusters Score -7259676 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -7259943.000000 Penalty: 5261.234375
	Iteration 12Q: 3 clusters Score -7259943 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7260089.000000 Penalty: 5261.234375
	Iteration 13Q: 3 clusters Score -7260089 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -7260177.000000 Penalty: 5261.234375
	Iteration 14Q: 3 clusters Score -7260177 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -7260242.500000 Penalty: 5261.234375
	Iteration 15Q: 3 clusters Score -7260242 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -7260278.500000 Penalty: 5261.234375
	Iteration 16Q: 3 clusters Score -7260278 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -7260291.500000 Penalty: 5261.234375
	Iteration 17Q: 3 clusters Score -7260292 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -7260300.000000 Penalty: 5261.234375
	Iteration 18Q: 3 clusters Score -7260300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7260299.500000 Penalty: 5261.234375
	Iteration 19Q: 3 clusters Score -7260300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -7260303.000000 Penalty: 5261.234375
	Iteration 20F: 3 clusters Score -7260303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -7260323.500000 Penalty: 5261.234375
	Iteration 21Q: 3 clusters Score -7260324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7260332.000000 Penalty: 5261.234375
	Iteration 22Q: 3 clusters Score -7260332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -7260344.500000 Penalty: 5261.234375
	Iteration 23Q: 3 clusters Score -7260344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -7260347.500000 Penalty: 5261.234375
	Iteration 24Q: 3 clusters Score -7260348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -7260345.500000 Penalty: 5261.234375
	Iteration 25Q: 3 clusters Score -7260346 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -7260349.000000 Penalty: 5261.234375
	Iteration 26Q: 3 clusters Score -7260349 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7260354.000000 Penalty: 5261.234375
	Iteration 27Q: 3 clusters Score -7260354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7260368.500000 Penalty: 5261.234375
	Iteration 28Q: 3 clusters Score -7260368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -7260389.000000 Penalty: 5261.234375
	Iteration 29Q: 3 clusters Score -7260389 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -7260394.000000 Penalty: 5261.234375
	Iteration 30Q: 3 clusters Score -7260394 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -7260395.500000 Penalty: 5261.234375
	Iteration 31Q: 3 clusters Score -7260396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -7260382.500000 Penalty: 5261.234375
	Iteration 32Q: 3 clusters Score -7260382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -7260413.500000 Penalty: 5261.234375
	Iteration 33Q: 3 clusters Score -7260414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -7260401.000000 Penalty: 5261.234375
	Iteration 34Q: 3 clusters Score -7260401 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -7260414.500000 Penalty: 5261.234375
	Iteration 35Q: 3 clusters Score -7260414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -7260420.500000 Penalty: 5261.234375
	Iteration 36Q: 3 clusters Score -7260420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -7260425.500000 Penalty: 5261.234375
	Iteration 37Q: 3 clusters Score -7260426 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7260437.500000 Penalty: 5261.234375
	Iteration 38Q: 3 clusters Score -7260438 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -7260442.000000 Penalty: 5261.234375
	Iteration 39Q: 3 clusters Score -7260442 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -7260460.000000 Penalty: 5261.234375
	Iteration 40F: 3 clusters Score -7260460 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -7260470.000000 Penalty: 5261.234375
	Iteration 41Q: 3 clusters Score -7260470 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -7260487.000000 Penalty: 5261.234375
	Iteration 42Q: 3 clusters Score -7260487 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -7260482.500000 Penalty: 5261.234375
	Iteration 43Q: 3 clusters Score -7260482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -7260483.500000 Penalty: 5261.234375
	Iteration 44Q: 3 clusters Score -7260484 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -7260507.500000 Penalty: 5261.234375
	Iteration 45Q: 3 clusters Score -7260508 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -7260522.500000 Penalty: 5261.234375
	Iteration 46Q: 3 clusters Score -7260522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -7260537.000000 Penalty: 5261.234375
	Iteration 47Q: 3 clusters Score -7260537 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -7260541.500000 Penalty: 5261.234375
	Iteration 48Q: 3 clusters Score -7260542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -7260508.500000 Penalty: 5261.234375
	Iteration 49Q: 3 clusters Score -7260508 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -7260507.500000 Penalty: 5261.234375
	Iteration 50Q: 3 clusters Score -7260508 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -7260529.000000 Penalty: 5261.234375
	Iteration 51Q: 3 clusters Score -7260529 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -7260535.000000 Penalty: 5261.234375
	Iteration 52Q: 3 clusters Score -7260535 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -7260549.500000 Penalty: 5261.234375
	Iteration 53Q: 3 clusters Score -7260550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -7260544.500000 Penalty: 5261.234375
	Iteration 54Q: 3 clusters Score -7260544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -7260550.500000 Penalty: 5261.234375
	Iteration 55Q: 3 clusters Score -7260550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -7260529.500000 Penalty: 5261.234375
	Iteration 56Q: 3 clusters Score -7260530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -7260562.000000 Penalty: 5261.234375
	Iteration 57Q: 3 clusters Score -7260562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -7260547.000000 Penalty: 5261.234375
	Iteration 58Q: 3 clusters Score -7260547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -7260556.000000 Penalty: 5261.234375
	Iteration 59Q: 3 clusters Score -7260556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -7260549.000000 Penalty: 5261.234375
	Iteration 60F: 3 clusters Score -7260549 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7260560.000000 Penalty: 5261.234375
	Iteration 61Q: 3 clusters Score -7260560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -7260560.500000 Penalty: 5261.234375
	Iteration 62Q: 3 clusters Score -7260560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -7260568.500000 Penalty: 5261.234375
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Mstep: Class 1 contains 6301 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7260579 nChanged 73
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	Iteration 70Q: 3 clusters Score -7260566 nChanged 74
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	Iteration 71Q: 3 clusters Score -7260570 nChanged 75
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7260588 nChanged 61
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Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7260596 nChanged 66
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Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7260570 nChanged 59
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Mstep: Class 1 contains 5336 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7260568 nChanged 46
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7260567 nChanged 44
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Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7260566 nChanged 40
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Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7260549 nChanged 43
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Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7260542 nChanged 31
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Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7260554 nChanged 35
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7260538 nChanged 33
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Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7260536 nChanged 44
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7260527 nChanged 46
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Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7260514 nChanged 44
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Mstep: Class 1 contains 4930 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7260528 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4893 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7260540 nChanged 28
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Mstep: Class 1 contains 4865 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7260530 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7260531 nChanged 48
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Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7260522 nChanged 32
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Mstep: Class 1 contains 4749 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7260536 nChanged 25
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Mstep: Class 1 contains 4724 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7260533 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4690 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7260526 nChanged 38
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7260532 nChanged 42
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	Iteration 95Q: 3 clusters Score -7260539 nChanged 38
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7260532 nChanged 29
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Mstep: Class 1 contains 4545 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7260530 nChanged 22
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Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7260526 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7260534 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7260533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7260536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7260528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7260528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -7260519.500000 Penalty: 5261.234375
	Iteration 104Q: 3 clusters Score -7260520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7260520 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7260528 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7260530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -7260541.000000 Penalty: 5261.234375
	Iteration 108Q: 3 clusters Score -7260541 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7260539 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7260531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -7260534.500000 Penalty: 5261.234375
	Iteration 111Q: 3 clusters Score -7260534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7260530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -7260525.500000 Penalty: 5261.234375
	Iteration 113Q: 3 clusters Score -7260526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7260534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -7260529.500000 Penalty: 5261.234375
	Iteration 115Q: 3 clusters Score -7260530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -7260537.500000 Penalty: 5261.234375
	Iteration 116Q: 3 clusters Score -7260538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -7260533.000000 Penalty: 5261.234375
	Iteration 117Q: 3 clusters Score -7260533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7260520.000000 Penalty: 5261.234375
	Iteration 118Q: 3 clusters Score -7260520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7260532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -7260526.000000 Penalty: 5261.234375
	Iteration 120F: 3 clusters Score -7260526 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7260524.500000 Penalty: 5261.234375
	Iteration 121Q: 3 clusters Score -7260524 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7260531 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7260532 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7260524 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7260526 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7260529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7260533 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7260530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -7260528.000000 Penalty: 5261.234375
	Iteration 129Q: 3 clusters Score -7260528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7260532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7260532 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7260529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -7260534.000000 Penalty: 5261.234375
	Iteration 133Q: 3 clusters Score -7260534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -7260525.000000 Penalty: 5261.234375
	Iteration 134Q: 3 clusters Score -7260525 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7260528 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7260529 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7260529 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7260525 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -7260523.000000 Penalty: 5261.234375
	Iteration 139Q: 3 clusters Score -7260523 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -7260526.500000 Penalty: 5261.234375
	Iteration 140F: 3 clusters Score -7260526 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7260526 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7260519.000000 Penalty: 5261.234375
	Iteration 142Q: 3 clusters Score -7260519 nChanged 3
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Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -7260520.500000 Penalty: 5261.234375
	Iteration 143Q: 3 clusters Score -7260520 nChanged 2
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Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7260520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -7260517.500000 Penalty: 5261.234375
	Iteration 145Q: 3 clusters Score -7260518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7260523.000000 Penalty: 5261.234375
	Iteration 146Q: 3 clusters Score -7260523 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7260526 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4094 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7260524 nChanged 0
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Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
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	Iteration 149F: 3 clusters Score -7260524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48917 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8733469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24510 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8701757 nChanged 22566
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Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8714089 nChanged 1908
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8714616 nChanged 1869
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8715188 nChanged 1880
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8715773 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8716446.000000 Penalty: 5355.748535
	Iteration 5Q: 3 clusters Score -8716446 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8717448 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -8718980.000000 Penalty: 5355.748535
	Iteration 7F: 3 clusters Score -8718980 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -8720981.000000 Penalty: 5355.748535
	Iteration 8F: 3 clusters Score -8720981 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -8723416.000000 Penalty: 5355.748535
	Iteration 9F: 3 clusters Score -8723416 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -8725626.000000 Penalty: 5355.748535
	Iteration 10F: 3 clusters Score -8725626 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -8727168.000000 Penalty: 5355.748535
	Iteration 11Q: 3 clusters Score -8727168 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -8728082.000000 Penalty: 5355.748535
	Iteration 12Q: 3 clusters Score -8728082 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -8728688.000000 Penalty: 5355.748535
	Iteration 13Q: 3 clusters Score -8728688 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -8729247.000000 Penalty: 5355.748535
	Iteration 14Q: 3 clusters Score -8729247 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -8729726.000000 Penalty: 5355.748535
	Iteration 15Q: 3 clusters Score -8729726 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -8730203.000000 Penalty: 5355.748535
	Iteration 16Q: 3 clusters Score -8730203 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -8730587.000000 Penalty: 5355.748535
	Iteration 17Q: 3 clusters Score -8730587 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8730944.000000 Penalty: 5355.748535
	Iteration 18Q: 3 clusters Score -8730944 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -8731180.000000 Penalty: 5355.748535
	Iteration 19Q: 3 clusters Score -8731180 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -8731334.000000 Penalty: 5355.748535
	Iteration 20F: 3 clusters Score -8731334 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -8731516.000000 Penalty: 5355.748535
	Iteration 21Q: 3 clusters Score -8731516 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8731685.000000 Penalty: 5355.748535
	Iteration 22Q: 3 clusters Score -8731685 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -8731818.000000 Penalty: 5355.748535
	Iteration 23Q: 3 clusters Score -8731818 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8731867.000000 Penalty: 5355.748535
	Iteration 24Q: 3 clusters Score -8731867 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8731913.000000 Penalty: 5355.748535
	Iteration 25Q: 3 clusters Score -8731913 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8731970.000000 Penalty: 5355.748535
	Iteration 26Q: 3 clusters Score -8731970 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -8732032.000000 Penalty: 5355.748535
	Iteration 27Q: 3 clusters Score -8732032 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -8732051.000000 Penalty: 5355.748535
	Iteration 28Q: 3 clusters Score -8732051 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8732062.000000 Penalty: 5355.748535
	Iteration 29Q: 3 clusters Score -8732062 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8732112.000000 Penalty: 5355.748535
	Iteration 30Q: 3 clusters Score -8732112 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8732114.000000 Penalty: 5355.748535
	Iteration 31Q: 3 clusters Score -8732114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -8732118.000000 Penalty: 5355.748535
	Iteration 32Q: 3 clusters Score -8732118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8732123.000000 Penalty: 5355.748535
	Iteration 33Q: 3 clusters Score -8732123 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8732145.000000 Penalty: 5355.748535
	Iteration 34Q: 3 clusters Score -8732145 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -8732164.000000 Penalty: 5355.748535
	Iteration 35Q: 3 clusters Score -8732164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8732168.000000 Penalty: 5355.748535
	Iteration 36Q: 3 clusters Score -8732168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8732175.000000 Penalty: 5355.748535
	Iteration 37Q: 3 clusters Score -8732175 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8732167.000000 Penalty: 5355.748535
	Iteration 38Q: 3 clusters Score -8732167 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -8732187.000000 Penalty: 5355.748535
	Iteration 39Q: 3 clusters Score -8732187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8732187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8732208.000000 Penalty: 5355.748535
	Iteration 41Q: 3 clusters Score -8732208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8732213.000000 Penalty: 5355.748535
	Iteration 42Q: 3 clusters Score -8732213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8732213.000000 Penalty: 5355.748535
	Iteration 43Q: 3 clusters Score -8732213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8732220.000000 Penalty: 5355.748535
	Iteration 44Q: 3 clusters Score -8732220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8732225.000000 Penalty: 5355.748535
	Iteration 45Q: 3 clusters Score -8732225 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8732232.000000 Penalty: 5355.748535
	Iteration 46Q: 3 clusters Score -8732232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8732258.000000 Penalty: 5355.748535
	Iteration 47Q: 3 clusters Score -8732258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8732267.000000 Penalty: 5355.748535
	Iteration 48Q: 3 clusters Score -8732267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8732272.000000 Penalty: 5355.748535
	Iteration 49Q: 3 clusters Score -8732272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8732271.000000 Penalty: 5355.748535
	Iteration 50Q: 3 clusters Score -8732271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8732276.000000 Penalty: 5355.748535
	Iteration 51Q: 3 clusters Score -8732276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8732287.000000 Penalty: 5355.748535
	Iteration 52Q: 3 clusters Score -8732287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8732288.000000 Penalty: 5355.748535
	Iteration 53Q: 3 clusters Score -8732288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8732304.000000 Penalty: 5355.748535
	Iteration 54Q: 3 clusters Score -8732304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8732301.000000 Penalty: 5355.748535
	Iteration 55Q: 3 clusters Score -8732301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8732294.000000 Penalty: 5355.748535
	Iteration 56Q: 3 clusters Score -8732294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8732292.000000 Penalty: 5355.748535
	Iteration 57Q: 3 clusters Score -8732292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8732300.000000 Penalty: 5355.748535
	Iteration 58Q: 3 clusters Score -8732300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8732307.000000 Penalty: 5355.748535
	Iteration 59Q: 3 clusters Score -8732307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8732321.000000 Penalty: 5355.748535
	Iteration 60F: 3 clusters Score -8732321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8732327.000000 Penalty: 5355.748535
	Iteration 61Q: 3 clusters Score -8732327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8732316.000000 Penalty: 5355.748535
	Iteration 62Q: 3 clusters Score -8732316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8732335.000000 Penalty: 5355.748535
	Iteration 63Q: 3 clusters Score -8732335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8732328.000000 Penalty: 5355.748535
	Iteration 64Q: 3 clusters Score -8732328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8732339.000000 Penalty: 5355.748535
	Iteration 65Q: 3 clusters Score -8732339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8732340.000000 Penalty: 5355.748535
	Iteration 66Q: 3 clusters Score -8732340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8732346.000000 Penalty: 5355.748535
	Iteration 67Q: 3 clusters Score -8732346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8732330.000000 Penalty: 5355.748535
	Iteration 68Q: 3 clusters Score -8732330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8732336.000000 Penalty: 5355.748535
	Iteration 69Q: 3 clusters Score -8732336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8732324.000000 Penalty: 5355.748535
	Iteration 70Q: 3 clusters Score -8732324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8732327.000000 Penalty: 5355.748535
	Iteration 71Q: 3 clusters Score -8732327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8732333.000000 Penalty: 5355.748535
	Iteration 72Q: 3 clusters Score -8732333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8732337.000000 Penalty: 5355.748535
	Iteration 73Q: 3 clusters Score -8732337 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8732336.000000 Penalty: 5355.748535
	Iteration 74Q: 3 clusters Score -8732336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8732341.000000 Penalty: 5355.748535
	Iteration 75Q: 3 clusters Score -8732341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8732351.000000 Penalty: 5355.748535
	Iteration 76Q: 3 clusters Score -8732351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8732350.000000 Penalty: 5355.748535
	Iteration 77Q: 3 clusters Score -8732350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8732335.000000 Penalty: 5355.748535
	Iteration 78Q: 3 clusters Score -8732335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8732335.000000 Penalty: 5355.748535
	Iteration 79Q: 3 clusters Score -8732335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8732331.000000 Penalty: 5355.748535
	Iteration 80F: 3 clusters Score -8732331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8732328.000000 Penalty: 5355.748535
	Iteration 81Q: 3 clusters Score -8732328 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8732334.000000 Penalty: 5355.748535
	Iteration 82Q: 3 clusters Score -8732334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8732333.000000 Penalty: 5355.748535
	Iteration 83Q: 3 clusters Score -8732333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8732320.000000 Penalty: 5355.748535
	Iteration 84Q: 3 clusters Score -8732320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8732318.000000 Penalty: 5355.748535
	Iteration 85Q: 3 clusters Score -8732318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8732313.000000 Penalty: 5355.748535
	Iteration 86Q: 3 clusters Score -8732313 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8732317.000000 Penalty: 5355.748535
	Iteration 87Q: 3 clusters Score -8732317 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8732311.000000 Penalty: 5355.748535
	Iteration 88Q: 3 clusters Score -8732311 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8732313.000000 Penalty: 5355.748535
	Iteration 89Q: 3 clusters Score -8732313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8732309.000000 Penalty: 5355.748535
	Iteration 90Q: 3 clusters Score -8732309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8732321.000000 Penalty: 5355.748535
	Iteration 91Q: 3 clusters Score -8732321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8732326.000000 Penalty: 5355.748535
	Iteration 92Q: 3 clusters Score -8732326 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8732322.000000 Penalty: 5355.748535
	Iteration 93Q: 3 clusters Score -8732322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8732315.000000 Penalty: 5355.748535
	Iteration 94Q: 3 clusters Score -8732315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8732311.000000 Penalty: 5355.748535
	Iteration 95Q: 3 clusters Score -8732311 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8732319.000000 Penalty: 5355.748535
	Iteration 96Q: 3 clusters Score -8732319 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8732316.000000 Penalty: 5355.748535
	Iteration 97Q: 3 clusters Score -8732316 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8732319.000000 Penalty: 5355.748535
	Iteration 98Q: 3 clusters Score -8732319 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8732320.000000 Penalty: 5355.748535
	Iteration 99Q: 3 clusters Score -8732320 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8732320.000000 Penalty: 5355.748535
	Iteration 100F: 3 clusters Score -8732320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Entering Unmasked Estep 
Score: -2307772.750000 Penalty: 2360.475342
	Iteration 0F: 2 clusters Score -2307773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2297740.750000 Penalty: 4720.950684
	Iteration 0F: 3 clusters Score -2297741 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2300814.000000 Penalty: 4720.950684
	Iteration 1F: 3 clusters Score -2300814 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2301246.750000 Penalty: 4720.950684
	Iteration 2F: 3 clusters Score -2301247 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2301609.250000 Penalty: 4720.950684
	Iteration 3F: 3 clusters Score -2301609 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2301976.750000 Penalty: 4720.950684
	Iteration 4Q: 3 clusters Score -2301977 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2302397.750000 Penalty: 4720.950684
	Iteration 5Q: 3 clusters Score -2302398 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2302966.500000 Penalty: 4720.950684
	Iteration 6F: 3 clusters Score -2302966 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2303628.750000 Penalty: 4720.950684
	Iteration 7F: 3 clusters Score -2303629 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2304225.000000 Penalty: 4720.950684
	Iteration 8F: 3 clusters Score -2304225 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2304708.750000 Penalty: 4720.950684
	Iteration 9F: 3 clusters Score -2304709 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2305108.000000 Penalty: 4720.950684
	Iteration 10Q: 3 clusters Score -2305108 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2305435.000000 Penalty: 4720.950684
	Iteration 11Q: 3 clusters Score -2305435 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2305674.500000 Penalty: 4720.950684
	Iteration 12Q: 3 clusters Score -2305674 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2305911.250000 Penalty: 4720.950684
	Iteration 13Q: 3 clusters Score -2305911 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2306120.500000 Penalty: 4720.950684
	Iteration 14Q: 3 clusters Score -2306120 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2306332.250000 Penalty: 4720.950684
	Iteration 15Q: 3 clusters Score -2306332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2306551.000000 Penalty: 4720.950684
	Iteration 16Q: 3 clusters Score -2306551 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2306764.750000 Penalty: 4720.950684
	Iteration 17Q: 3 clusters Score -2306765 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2306947.000000 Penalty: 4720.950684
	Iteration 18Q: 3 clusters Score -2306947 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2307080.250000 Penalty: 4720.950684
	Iteration 19Q: 3 clusters Score -2307080 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2307167.500000 Penalty: 4720.950684
	Iteration 20F: 3 clusters Score -2307168 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2307236.500000 Penalty: 4720.950684
	Iteration 21Q: 3 clusters Score -2307236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2307283.500000 Penalty: 4720.950684
	Iteration 22Q: 3 clusters Score -2307284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2307315.750000 Penalty: 4720.950684
	Iteration 23Q: 3 clusters Score -2307316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2307356.000000 Penalty: 4720.950684
	Iteration 24Q: 3 clusters Score -2307356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2307392.250000 Penalty: 4720.950684
	Iteration 25Q: 3 clusters Score -2307392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2307419.500000 Penalty: 4720.950684
	Iteration 26Q: 3 clusters Score -2307420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2307447.250000 Penalty: 4720.950684
	Iteration 27Q: 3 clusters Score -2307447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2307462.500000 Penalty: 4720.950684
	Iteration 28Q: 3 clusters Score -2307462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2307490.000000 Penalty: 4720.950684
	Iteration 29Q: 3 clusters Score -2307490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2307502.750000 Penalty: 4720.950684
	Iteration 30Q: 3 clusters Score -2307503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2307516.000000 Penalty: 4720.950684
	Iteration 31Q: 3 clusters Score -2307516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2307527.250000 Penalty: 4720.950684
	Iteration 32Q: 3 clusters Score -2307527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2307538.250000 Penalty: 4720.950684
	Iteration 33Q: 3 clusters Score -2307538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2307549.500000 Penalty: 4720.950684
	Iteration 34Q: 3 clusters Score -2307550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2307569.000000 Penalty: 4720.950684
	Iteration 35Q: 3 clusters Score -2307569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2307572.500000 Penalty: 4720.950684
	Iteration 36Q: 3 clusters Score -2307572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2307585.250000 Penalty: 4720.950684
	Iteration 37Q: 3 clusters Score -2307585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2307603.250000 Penalty: 4720.950684
	Iteration 38Q: 3 clusters Score -2307603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2307600.500000 Penalty: 4720.950684
	Iteration 39Q: 3 clusters Score -2307600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2307618.750000 Penalty: 4720.950684
	Iteration 40F: 3 clusters Score -2307619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2307624.000000 Penalty: 4720.950684
	Iteration 41Q: 3 clusters Score -2307624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2307637.750000 Penalty: 4720.950684
	Iteration 42Q: 3 clusters Score -2307638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2307654.500000 Penalty: 4720.950684
	Iteration 43Q: 3 clusters Score -2307654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2307681.750000 Penalty: 4720.950684
	Iteration 44Q: 3 clusters Score -2307682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2307701.250000 Penalty: 4720.950684
	Iteration 45Q: 3 clusters Score -2307701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2307745.500000 Penalty: 4720.950684
	Iteration 46Q: 3 clusters Score -2307746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2307798.000000 Penalty: 4720.950684
	Iteration 47Q: 3 clusters Score -2307798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2307849.500000 Penalty: 4720.950684
	Iteration 48Q: 3 clusters Score -2307850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2307899.250000 Penalty: 4720.950684
	Iteration 49Q: 3 clusters Score -2307899 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2307941.750000 Penalty: 4720.950684
	Iteration 50Q: 3 clusters Score -2307942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2307979.750000 Penalty: 4720.950684
	Iteration 51Q: 3 clusters Score -2307980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2307993.750000 Penalty: 4720.950684
	Iteration 52Q: 3 clusters Score -2307994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2308015.250000 Penalty: 4720.950684
	Iteration 53Q: 3 clusters Score -2308015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2308035.000000 Penalty: 4720.950684
	Iteration 54Q: 3 clusters Score -2308035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2308044.250000 Penalty: 4720.950684
	Iteration 55Q: 3 clusters Score -2308044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2308052.750000 Penalty: 4720.950684
	Iteration 56Q: 3 clusters Score -2308053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2308058.750000 Penalty: 4720.950684
	Iteration 57Q: 3 clusters Score -2308059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2308065.500000 Penalty: 4720.950684
	Iteration 58Q: 3 clusters Score -2308066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2308064.250000 Penalty: 4720.950684
	Iteration 59Q: 3 clusters Score -2308064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2308065.000000 Penalty: 4720.950684
	Iteration 60F: 3 clusters Score -2308065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2308068.250000 Penalty: 4720.950684
	Iteration 61Q: 3 clusters Score -2308068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2308077.000000 Penalty: 4720.950684
	Iteration 62Q: 3 clusters Score -2308077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2308083.250000 Penalty: 4720.950684
	Iteration 63Q: 3 clusters Score -2308083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2308091.000000 Penalty: 4720.950684
	Iteration 64Q: 3 clusters Score -2308091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2308098.750000 Penalty: 4720.950684
	Iteration 65Q: 3 clusters Score -2308099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2308103.500000 Penalty: 4720.950684
	Iteration 66Q: 3 clusters Score -2308104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2308103.750000 Penalty: 4720.950684
	Iteration 67Q: 3 clusters Score -2308104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2308109.250000 Penalty: 4720.950684
	Iteration 68Q: 3 clusters Score -2308109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2308115.000000 Penalty: 4720.950684
	Iteration 69Q: 3 clusters Score -2308115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2308120.750000 Penalty: 4720.950684
	Iteration 70Q: 3 clusters Score -2308121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2308127.750000 Penalty: 4720.950684
	Iteration 71Q: 3 clusters Score -2308128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2308130.250000 Penalty: 4720.950684
	Iteration 72Q: 3 clusters Score -2308130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2308134.000000 Penalty: 4720.950684
	Iteration 73Q: 3 clusters Score -2308134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2308142.750000 Penalty: 4720.950684
	Iteration 74Q: 3 clusters Score -2308143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2308139.000000 Penalty: 4720.950684
	Iteration 75Q: 3 clusters Score -2308139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2308141.500000 Penalty: 4720.950684
	Iteration 76Q: 3 clusters Score -2308142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2308143.500000 Penalty: 4720.950684
	Iteration 77Q: 3 clusters Score -2308144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2308144.500000 Penalty: 4720.950684
	Iteration 78Q: 3 clusters Score -2308144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2308143.750000 Penalty: 4720.950684
	Iteration 79Q: 3 clusters Score -2308144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2308148.750000 Penalty: 4720.950684
	Iteration 80F: 3 clusters Score -2308149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2308150.750000 Penalty: 4720.950684
	Iteration 81Q: 3 clusters Score -2308151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2308151.500000 Penalty: 4720.950684
	Iteration 82Q: 3 clusters Score -2308152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2308151.500000 Penalty: 4720.950684
	Iteration 83F: 3 clusters Score -2308152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 45667 members 
Mstep: Class 3 contains 35458 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40430 members 
Mstep: Class 7 contains 48917 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 41518 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12214 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 37870 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 39408 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 13612 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47894 members 
Mstep: Class 27 contains 45004 members 
Mstep: Class 28 contains 10396 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40992 members 
Mstep: Class 32 contains 48379 members 
Mstep: Class 33 contains 70259 members 
Mstep: Class 34 contains 40325 members 
Mstep: Class 35 contains 40947 members 
Mstep: Class 36 contains 14299 members 
Mstep: Class 37 contains 38761 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44139 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47001 members 
Mstep: Class 42 contains 46484 members 
Mstep: Class 43 contains 11942 members 
Entering Unmasked Estep 
Score: -196420208.000000 Penalty: 148555.890625
Splitting cluster 8 changes total score from -196421264.000000 to -196420208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Entering Unmasked Estep 
Score: -7402168.500000 Penalty: 2637.202881
	Iteration 0F: 2 clusters Score -7402168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -7374222.000000 Penalty: 5274.405762
	Iteration 0F: 3 clusters Score -7374222 nChanged 19004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7384756.500000 Penalty: 5274.405762
	Iteration 1F: 3 clusters Score -7384756 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -7385401.500000 Penalty: 5274.405762
	Iteration 2Q: 3 clusters Score -7385402 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7385959.500000 Penalty: 5274.405762
	Iteration 3Q: 3 clusters Score -7385960 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -7386700.000000 Penalty: 5274.405762
	Iteration 4Q: 3 clusters Score -7386700 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -7387592.000000 Penalty: 5274.405762
	Iteration 5Q: 3 clusters Score -7387592 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -7388678.000000 Penalty: 5274.405762
	Iteration 6Q: 3 clusters Score -7388678 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -7390012.000000 Penalty: 5274.405762
	Iteration 7F: 3 clusters Score -7390012 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -7391580.000000 Penalty: 5274.405762
	Iteration 8F: 3 clusters Score -7391580 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -7393252.500000 Penalty: 5274.405762
	Iteration 9F: 3 clusters Score -7393252 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7394882.500000 Penalty: 5274.405762
	Iteration 10F: 3 clusters Score -7394882 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -7396333.000000 Penalty: 5274.405762
	Iteration 11Q: 3 clusters Score -7396333 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7397476.000000 Penalty: 5274.405762
	Iteration 12Q: 3 clusters Score -7397476 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -7398279.500000 Penalty: 5274.405762
	Iteration 13Q: 3 clusters Score -7398280 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7398849.500000 Penalty: 5274.405762
	Iteration 14Q: 3 clusters Score -7398850 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -7399234.500000 Penalty: 5274.405762
	Iteration 15Q: 3 clusters Score -7399234 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -7399459.000000 Penalty: 5274.405762
	Iteration 16Q: 3 clusters Score -7399459 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7399611.000000 Penalty: 5274.405762
	Iteration 17Q: 3 clusters Score -7399611 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -7399718.500000 Penalty: 5274.405762
	Iteration 18Q: 3 clusters Score -7399718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7399797.000000 Penalty: 5274.405762
	Iteration 19Q: 3 clusters Score -7399797 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -7399857.500000 Penalty: 5274.405762
	Iteration 20F: 3 clusters Score -7399858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7399901.000000 Penalty: 5274.405762
	Iteration 21Q: 3 clusters Score -7399901 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7399925.000000 Penalty: 5274.405762
	Iteration 22Q: 3 clusters Score -7399925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -7399956.500000 Penalty: 5274.405762
	Iteration 23Q: 3 clusters Score -7399956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -7399991.000000 Penalty: 5274.405762
	Iteration 24Q: 3 clusters Score -7399991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -7400003.500000 Penalty: 5274.405762
	Iteration 25Q: 3 clusters Score -7400004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -7400017.500000 Penalty: 5274.405762
	Iteration 26Q: 3 clusters Score -7400018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -7400035.000000 Penalty: 5274.405762
	Iteration 27Q: 3 clusters Score -7400035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7400043.000000 Penalty: 5274.405762
	Iteration 28Q: 3 clusters Score -7400043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -7400052.500000 Penalty: 5274.405762
	Iteration 29Q: 3 clusters Score -7400052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -7400060.000000 Penalty: 5274.405762
	Iteration 30Q: 3 clusters Score -7400060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -7400071.000000 Penalty: 5274.405762
	Iteration 31Q: 3 clusters Score -7400071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7400068.500000 Penalty: 5274.405762
	Iteration 32Q: 3 clusters Score -7400068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -7400074.000000 Penalty: 5274.405762
	Iteration 33Q: 3 clusters Score -7400074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7400075.500000 Penalty: 5274.405762
	Iteration 34Q: 3 clusters Score -7400076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -7400078.000000 Penalty: 5274.405762
	Iteration 35Q: 3 clusters Score -7400078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7400078.500000 Penalty: 5274.405762
	Iteration 36Q: 3 clusters Score -7400078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -7400082.000000 Penalty: 5274.405762
	Iteration 37Q: 3 clusters Score -7400082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -7400081.500000 Penalty: 5274.405762
	Iteration 38Q: 3 clusters Score -7400082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -7400085.500000 Penalty: 5274.405762
	Iteration 39Q: 3 clusters Score -7400086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -7400080.000000 Penalty: 5274.405762
	Iteration 40F: 3 clusters Score -7400080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -7400076.000000 Penalty: 5274.405762
	Iteration 41Q: 3 clusters Score -7400076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -7400076.000000 Penalty: 5274.405762
	Iteration 42F: 3 clusters Score -7400076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Entering Unmasked Estep 
Score: -7081210.500000 Penalty: 2624.764160
	Iteration 0F: 2 clusters Score -7081210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -7054722.000000 Penalty: 5249.528320
	Iteration 0F: 3 clusters Score -7054722 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -7064325.000000 Penalty: 5249.528320
	Iteration 1F: 3 clusters Score -7064325 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -7064717.000000 Penalty: 5249.528320
	Iteration 2Q: 3 clusters Score -7064717 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7065049.000000 Penalty: 5249.528320
	Iteration 3Q: 3 clusters Score -7065049 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -7065315.500000 Penalty: 5249.528320
	Iteration 4Q: 3 clusters Score -7065316 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -7065595.000000 Penalty: 5249.528320
	Iteration 5Q: 3 clusters Score -7065595 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -7065799.500000 Penalty: 5249.528320
	Iteration 6Q: 3 clusters Score -7065800 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -7066035.000000 Penalty: 5249.528320
	Iteration 7Q: 3 clusters Score -7066035 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -7066270.000000 Penalty: 5249.528320
	Iteration 8Q: 3 clusters Score -7066270 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -7066564.500000 Penalty: 5249.528320
	Iteration 9Q: 3 clusters Score -7066564 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -7066911.500000 Penalty: 5249.528320
	Iteration 10Q: 3 clusters Score -7066912 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -7067597.500000 Penalty: 5249.528320
	Iteration 11Q: 3 clusters Score -7067598 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -7068613.500000 Penalty: 5249.528320
	Iteration 12F: 3 clusters Score -7068614 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -7070266.000000 Penalty: 5249.528320
	Iteration 13F: 3 clusters Score -7070266 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -7072549.000000 Penalty: 5249.528320
	Iteration 14F: 3 clusters Score -7072549 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -7075195.500000 Penalty: 5249.528320
	Iteration 15F: 3 clusters Score -7075196 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7077189.000000 Penalty: 5249.528320
	Iteration 16F: 3 clusters Score -7077189 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7078149.500000 Penalty: 5249.528320
	Iteration 17Q: 3 clusters Score -7078150 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7078531.000000 Penalty: 5249.528320
	Iteration 18Q: 3 clusters Score -7078531 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7078734.500000 Penalty: 5249.528320
	Iteration 19Q: 3 clusters Score -7078734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7078816.500000 Penalty: 5249.528320
	Iteration 20F: 3 clusters Score -7078816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7078854.000000 Penalty: 5249.528320
	Iteration 21Q: 3 clusters Score -7078854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7078878.000000 Penalty: 5249.528320
	Iteration 22Q: 3 clusters Score -7078878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7078892.000000 Penalty: 5249.528320
	Iteration 23Q: 3 clusters Score -7078892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7078904.000000 Penalty: 5249.528320
	Iteration 24Q: 3 clusters Score -7078904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7078905.500000 Penalty: 5249.528320
	Iteration 25Q: 3 clusters Score -7078906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7078905.500000 Penalty: 5249.528320
	Iteration 26F: 3 clusters Score -7078906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62005.042969 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62005.04 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 295 members 
Entering Unmasked Estep 
Score: -60552.167969 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60552.17 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60982.507812 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -60982.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61115.042969 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61115.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61174.968750 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -61174.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61217.273438 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61217.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61269.820312 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61269.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61319.433594 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61319.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61350.128906 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61350.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61363.742188 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61363.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61370.191406 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -61370.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61370.734375 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -61370.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61372.812500 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -61372.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61378.828125 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -61378.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61394.152344 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -61394.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61409.988281 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -61409.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61411.433594 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -61411.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61411.433594 Penalty: 3159.470947
	Iteration 16F: 3 clusters Score -61411.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -69751.484375 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -69751.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68316.851562 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -68316.85 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68477.843750 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -68477.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68585.671875 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -68585.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68691.187500 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -68691.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68845.343750 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -68845.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68963.343750 Penalty: 3011.085938
	Iteration 5F: 3 clusters Score -68963.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69037.843750 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -69037.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69091.421875 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -69091.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69163.492188 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -69163.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69216.070312 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -69216.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69265.898438 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -69265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69309.984375 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -69309.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69330.515625 Penalty: 3011.085938
	Iteration 12Q: 3 clusters Score -69330.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69332.726562 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -69332.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69336.593750 Penalty: 3011.085938
	Iteration 14Q: 3 clusters Score -69336.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69345.335938 Penalty: 3011.085938
	Iteration 15Q: 3 clusters Score -69345.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69347.031250 Penalty: 3011.085938
	Iteration 16Q: 3 clusters Score -69347.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69347.031250 Penalty: 3011.085938
	Iteration 17F: 3 clusters Score -69347.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -2150053.750000 Penalty: 2333.763916
	Iteration 0F: 2 clusters Score -2150054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2140823.750000 Penalty: 4667.527832
	Iteration 0F: 3 clusters Score -2140824 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2143633.250000 Penalty: 4667.527832
	Iteration 1F: 3 clusters Score -2143633 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2143994.250000 Penalty: 4667.527832
	Iteration 2F: 3 clusters Score -2143994 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2144285.500000 Penalty: 4667.527832
	Iteration 3F: 3 clusters Score -2144286 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2144598.250000 Penalty: 4667.527832
	Iteration 4Q: 3 clusters Score -2144598 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2144942.250000 Penalty: 4667.527832
	Iteration 5Q: 3 clusters Score -2144942 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2145339.500000 Penalty: 4667.527832
	Iteration 6F: 3 clusters Score -2145340 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2145768.750000 Penalty: 4667.527832
	Iteration 7F: 3 clusters Score -2145769 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2146225.000000 Penalty: 4667.527832
	Iteration 8F: 3 clusters Score -2146225 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2146667.500000 Penalty: 4667.527832
	Iteration 9Q: 3 clusters Score -2146668 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2147096.500000 Penalty: 4667.527832
	Iteration 10Q: 3 clusters Score -2147096 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2147403.750000 Penalty: 4667.527832
	Iteration 11Q: 3 clusters Score -2147404 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2147641.750000 Penalty: 4667.527832
	Iteration 12Q: 3 clusters Score -2147642 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2147785.500000 Penalty: 4667.527832
	Iteration 13Q: 3 clusters Score -2147786 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2147869.250000 Penalty: 4667.527832
	Iteration 14Q: 3 clusters Score -2147869 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2147941.500000 Penalty: 4667.527832
	Iteration 15Q: 3 clusters Score -2147942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2147999.500000 Penalty: 4667.527832
	Iteration 16Q: 3 clusters Score -2148000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2148045.500000 Penalty: 4667.527832
	Iteration 17Q: 3 clusters Score -2148046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2148080.250000 Penalty: 4667.527832
	Iteration 18Q: 3 clusters Score -2148080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2148114.000000 Penalty: 4667.527832
	Iteration 19Q: 3 clusters Score -2148114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2148135.000000 Penalty: 4667.527832
	Iteration 20F: 3 clusters Score -2148135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2148152.750000 Penalty: 4667.527832
	Iteration 21Q: 3 clusters Score -2148153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2148161.500000 Penalty: 4667.527832
	Iteration 22Q: 3 clusters Score -2148162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2148168.750000 Penalty: 4667.527832
	Iteration 23Q: 3 clusters Score -2148169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2148173.000000 Penalty: 4667.527832
	Iteration 24Q: 3 clusters Score -2148173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2148182.750000 Penalty: 4667.527832
	Iteration 25Q: 3 clusters Score -2148183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2148184.000000 Penalty: 4667.527832
	Iteration 26Q: 3 clusters Score -2148184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2148190.500000 Penalty: 4667.527832
	Iteration 27Q: 3 clusters Score -2148190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2148191.750000 Penalty: 4667.527832
	Iteration 28Q: 3 clusters Score -2148192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2148195.500000 Penalty: 4667.527832
	Iteration 29Q: 3 clusters Score -2148196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2148201.250000 Penalty: 4667.527832
	Iteration 30Q: 3 clusters Score -2148201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2148202.500000 Penalty: 4667.527832
	Iteration 31Q: 3 clusters Score -2148202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2148202.500000 Penalty: 4667.527832
	Iteration 32F: 3 clusters Score -2148202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Entering Unmasked Estep 
Score: -8987131.000000 Penalty: 2684.255615
	Iteration 0F: 2 clusters Score -8987131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -8956495.000000 Penalty: 5368.511230
	Iteration 0F: 3 clusters Score -8956495 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -8969227.000000 Penalty: 5368.511230
	Iteration 1F: 3 clusters Score -8969227 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8969716.000000 Penalty: 5368.511230
	Iteration 2Q: 3 clusters Score -8969716 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8970109.000000 Penalty: 5368.511230
	Iteration 3Q: 3 clusters Score -8970109 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8970465.000000 Penalty: 5368.511230
	Iteration 4Q: 3 clusters Score -8970465 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -8970841.000000 Penalty: 5368.511230
	Iteration 5Q: 3 clusters Score -8970841 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -8971270.000000 Penalty: 5368.511230
	Iteration 6Q: 3 clusters Score -8971270 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -8971869.000000 Penalty: 5368.511230
	Iteration 7Q: 3 clusters Score -8971869 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -8972997.000000 Penalty: 5368.511230
	Iteration 8Q: 3 clusters Score -8972997 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -8974823.000000 Penalty: 5368.511230
	Iteration 9F: 3 clusters Score -8974823 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -8977415.000000 Penalty: 5368.511230
	Iteration 10F: 3 clusters Score -8977415 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -8980104.000000 Penalty: 5368.511230
	Iteration 11F: 3 clusters Score -8980104 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -8982041.000000 Penalty: 5368.511230
	Iteration 12F: 3 clusters Score -8982041 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8983307.000000 Penalty: 5368.511230
	Iteration 13Q: 3 clusters Score -8983307 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8984011.000000 Penalty: 5368.511230
	Iteration 14Q: 3 clusters Score -8984011 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8984332.000000 Penalty: 5368.511230
	Iteration 15Q: 3 clusters Score -8984332 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8984541.000000 Penalty: 5368.511230
	Iteration 16Q: 3 clusters Score -8984541 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8984654.000000 Penalty: 5368.511230
	Iteration 17Q: 3 clusters Score -8984654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8984729.000000 Penalty: 5368.511230
	Iteration 18Q: 3 clusters Score -8984729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8984791.000000 Penalty: 5368.511230
	Iteration 19Q: 3 clusters Score -8984791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8984827.000000 Penalty: 5368.511230
	Iteration 20F: 3 clusters Score -8984827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8984858.000000 Penalty: 5368.511230
	Iteration 21Q: 3 clusters Score -8984858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8984872.000000 Penalty: 5368.511230
	Iteration 22Q: 3 clusters Score -8984872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8984885.000000 Penalty: 5368.511230
	Iteration 23Q: 3 clusters Score -8984885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8984882.000000 Penalty: 5368.511230
	Iteration 24Q: 3 clusters Score -8984882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8984895.000000 Penalty: 5368.511230
	Iteration 25Q: 3 clusters Score -8984895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8984905.000000 Penalty: 5368.511230
	Iteration 26Q: 3 clusters Score -8984905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8984909.000000 Penalty: 5368.511230
	Iteration 27Q: 3 clusters Score -8984909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8984904.000000 Penalty: 5368.511230
	Iteration 28Q: 3 clusters Score -8984904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8984905.000000 Penalty: 5368.511230
	Iteration 29Q: 3 clusters Score -8984905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8984912.000000 Penalty: 5368.511230
	Iteration 30Q: 3 clusters Score -8984912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8984914.000000 Penalty: 5368.511230
	Iteration 31Q: 3 clusters Score -8984914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8984914.000000 Penalty: 5368.511230
	Iteration 32F: 3 clusters Score -8984914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Entering Unmasked Estep 
Score: -6743258.000000 Penalty: 2614.395020
	Iteration 0F: 2 clusters Score -6743258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -6717458.000000 Penalty: 5228.790039
	Iteration 0F: 3 clusters Score -6717458 nChanged 17322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -6727062.000000 Penalty: 5228.790039
	Iteration 1F: 3 clusters Score -6727062 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -6727670.500000 Penalty: 5228.790039
	Iteration 2Q: 3 clusters Score -6727670 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -6728337.000000 Penalty: 5228.790039
	Iteration 3Q: 3 clusters Score -6728337 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -6729067.500000 Penalty: 5228.790039
	Iteration 4Q: 3 clusters Score -6729068 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -6730066.000000 Penalty: 5228.790039
	Iteration 5Q: 3 clusters Score -6730066 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -6731384.000000 Penalty: 5228.790039
	Iteration 6F: 3 clusters Score -6731384 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -6733152.500000 Penalty: 5228.790039
	Iteration 7F: 3 clusters Score -6733152 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -6735348.500000 Penalty: 5228.790039
	Iteration 8F: 3 clusters Score -6735348 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -6737509.500000 Penalty: 5228.790039
	Iteration 9F: 3 clusters Score -6737510 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -6739358.000000 Penalty: 5228.790039
	Iteration 10F: 3 clusters Score -6739358 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6740235.500000 Penalty: 5228.790039
	Iteration 11Q: 3 clusters Score -6740236 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -6740505.500000 Penalty: 5228.790039
	Iteration 12Q: 3 clusters Score -6740506 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -6740596.000000 Penalty: 5228.790039
	Iteration 13Q: 3 clusters Score -6740596 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -6740638.500000 Penalty: 5228.790039
	Iteration 14Q: 3 clusters Score -6740638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -6740646.500000 Penalty: 5228.790039
	Iteration 15Q: 3 clusters Score -6740646 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6740671.500000 Penalty: 5228.790039
	Iteration 16Q: 3 clusters Score -6740672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -6740691.500000 Penalty: 5228.790039
	Iteration 17Q: 3 clusters Score -6740692 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -6740702.500000 Penalty: 5228.790039
	Iteration 18Q: 3 clusters Score -6740702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -6740728.000000 Penalty: 5228.790039
	Iteration 19Q: 3 clusters Score -6740728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -6740722.000000 Penalty: 5228.790039
	Iteration 20F: 3 clusters Score -6740722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -6740716.500000 Penalty: 5228.790039
	Iteration 21Q: 3 clusters Score -6740716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -6740729.500000 Penalty: 5228.790039
	Iteration 22Q: 3 clusters Score -6740730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -6740736.000000 Penalty: 5228.790039
	Iteration 23Q: 3 clusters Score -6740736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -6740739.000000 Penalty: 5228.790039
	Iteration 24Q: 3 clusters Score -6740739 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -6740743.500000 Penalty: 5228.790039
	Iteration 25Q: 3 clusters Score -6740744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -6740759.500000 Penalty: 5228.790039
	Iteration 26Q: 3 clusters Score -6740760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -6740761.500000 Penalty: 5228.790039
	Iteration 27Q: 3 clusters Score -6740762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -6740781.000000 Penalty: 5228.790039
	Iteration 28Q: 3 clusters Score -6740781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -6740796.000000 Penalty: 5228.790039
	Iteration 29Q: 3 clusters Score -6740796 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -6740818.500000 Penalty: 5228.790039
	Iteration 30Q: 3 clusters Score -6740818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6740815.000000 Penalty: 5228.790039
	Iteration 31Q: 3 clusters Score -6740815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -6740825.500000 Penalty: 5228.790039
	Iteration 32Q: 3 clusters Score -6740826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -6740842.000000 Penalty: 5228.790039
	Iteration 33Q: 3 clusters Score -6740842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -6740829.500000 Penalty: 5228.790039
	Iteration 34Q: 3 clusters Score -6740830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -6740833.000000 Penalty: 5228.790039
	Iteration 35Q: 3 clusters Score -6740833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -6740842.500000 Penalty: 5228.790039
	Iteration 36Q: 3 clusters Score -6740842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -6740872.000000 Penalty: 5228.790039
	Iteration 37Q: 3 clusters Score -6740872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -6740868.000000 Penalty: 5228.790039
	Iteration 38Q: 3 clusters Score -6740868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -6740883.500000 Penalty: 5228.790039
	Iteration 39Q: 3 clusters Score -6740884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -6740906.000000 Penalty: 5228.790039
	Iteration 40F: 3 clusters Score -6740906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -6740899.500000 Penalty: 5228.790039
	Iteration 41Q: 3 clusters Score -6740900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -6740921.500000 Penalty: 5228.790039
	Iteration 42Q: 3 clusters Score -6740922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -6740919.500000 Penalty: 5228.790039
	Iteration 43Q: 3 clusters Score -6740920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -6740949.000000 Penalty: 5228.790039
	Iteration 44Q: 3 clusters Score -6740949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -6740949.500000 Penalty: 5228.790039
	Iteration 45Q: 3 clusters Score -6740950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -6740958.500000 Penalty: 5228.790039
	Iteration 46Q: 3 clusters Score -6740958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -6740960.000000 Penalty: 5228.790039
	Iteration 47Q: 3 clusters Score -6740960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6740968.500000 Penalty: 5228.790039
	Iteration 48Q: 3 clusters Score -6740968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -6740979.000000 Penalty: 5228.790039
	Iteration 49Q: 3 clusters Score -6740979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -6740978.500000 Penalty: 5228.790039
	Iteration 50Q: 3 clusters Score -6740978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -6740967.500000 Penalty: 5228.790039
	Iteration 51Q: 3 clusters Score -6740968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -6740963.500000 Penalty: 5228.790039
	Iteration 52Q: 3 clusters Score -6740964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -6740969.500000 Penalty: 5228.790039
	Iteration 53Q: 3 clusters Score -6740970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -6740981.000000 Penalty: 5228.790039
	Iteration 54Q: 3 clusters Score -6740981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -6740974.500000 Penalty: 5228.790039
	Iteration 55Q: 3 clusters Score -6740974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -6740977.500000 Penalty: 5228.790039
	Iteration 56Q: 3 clusters Score -6740978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -6740984.000000 Penalty: 5228.790039
	Iteration 57Q: 3 clusters Score -6740984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -6740986.500000 Penalty: 5228.790039
	Iteration 58Q: 3 clusters Score -6740986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -6740993.500000 Penalty: 5228.790039
	Iteration 59Q: 3 clusters Score -6740994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -6741012.500000 Penalty: 5228.790039
	Iteration 60F: 3 clusters Score -6741012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -6741017.500000 Penalty: 5228.790039
	Iteration 61Q: 3 clusters Score -6741018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -6741015.500000 Penalty: 5228.790039
	Iteration 62Q: 3 clusters Score -6741016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -6741023.500000 Penalty: 5228.790039
	Iteration 63Q: 3 clusters Score -6741024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -6741002.500000 Penalty: 5228.790039
	Iteration 64Q: 3 clusters Score -6741002 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -6741020.000000 Penalty: 5228.790039
	Iteration 65Q: 3 clusters Score -6741020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -6741029.500000 Penalty: 5228.790039
	Iteration 66Q: 3 clusters Score -6741030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -6741043.500000 Penalty: 5228.790039
	Iteration 67Q: 3 clusters Score -6741044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6741049.500000 Penalty: 5228.790039
	Iteration 68Q: 3 clusters Score -6741050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -6741058.500000 Penalty: 5228.790039
	Iteration 69Q: 3 clusters Score -6741058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -6741057.000000 Penalty: 5228.790039
	Iteration 70Q: 3 clusters Score -6741057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6741067.500000 Penalty: 5228.790039
	Iteration 71Q: 3 clusters Score -6741068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -6741084.000000 Penalty: 5228.790039
	Iteration 72Q: 3 clusters Score -6741084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -6741092.500000 Penalty: 5228.790039
	Iteration 73Q: 3 clusters Score -6741092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -6741096.500000 Penalty: 5228.790039
	Iteration 74Q: 3 clusters Score -6741096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -6741087.000000 Penalty: 5228.790039
	Iteration 75Q: 3 clusters Score -6741087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -6741106.500000 Penalty: 5228.790039
	Iteration 76Q: 3 clusters Score -6741106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -6741112.000000 Penalty: 5228.790039
	Iteration 77Q: 3 clusters Score -6741112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -6741096.500000 Penalty: 5228.790039
	Iteration 78Q: 3 clusters Score -6741096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6741083.000000 Penalty: 5228.790039
	Iteration 79Q: 3 clusters Score -6741083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -6741083.000000 Penalty: 5228.790039
	Iteration 80F: 3 clusters Score -6741083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -6741087.500000 Penalty: 5228.790039
	Iteration 81Q: 3 clusters Score -6741088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -6741102.000000 Penalty: 5228.790039
	Iteration 82Q: 3 clusters Score -6741102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -6741106.500000 Penalty: 5228.790039
	Iteration 83Q: 3 clusters Score -6741106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6741101.000000 Penalty: 5228.790039
	Iteration 84Q: 3 clusters Score -6741101 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6741107.500000 Penalty: 5228.790039
	Iteration 85Q: 3 clusters Score -6741108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6741107.000000 Penalty: 5228.790039
	Iteration 86Q: 3 clusters Score -6741107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -6741121.500000 Penalty: 5228.790039
	Iteration 87Q: 3 clusters Score -6741122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -6741117.500000 Penalty: 5228.790039
	Iteration 88Q: 3 clusters Score -6741118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -6741120.000000 Penalty: 5228.790039
	Iteration 89Q: 3 clusters Score -6741120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -6741112.500000 Penalty: 5228.790039
	Iteration 90Q: 3 clusters Score -6741112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -6741109.500000 Penalty: 5228.790039
	Iteration 91Q: 3 clusters Score -6741110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -6741106.000000 Penalty: 5228.790039
	Iteration 92Q: 3 clusters Score -6741106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -6741109.500000 Penalty: 5228.790039
	Iteration 93Q: 3 clusters Score -6741110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6741119.500000 Penalty: 5228.790039
	Iteration 94Q: 3 clusters Score -6741120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6741105.000000 Penalty: 5228.790039
	Iteration 95Q: 3 clusters Score -6741105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -6741104.000000 Penalty: 5228.790039
	Iteration 96Q: 3 clusters Score -6741104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -6741108.000000 Penalty: 5228.790039
	Iteration 97Q: 3 clusters Score -6741108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6741128.000000 Penalty: 5228.790039
	Iteration 98Q: 3 clusters Score -6741128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -6741139.000000 Penalty: 5228.790039
	Iteration 99Q: 3 clusters Score -6741139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -6741129.000000 Penalty: 5228.790039
	Iteration 100F: 3 clusters Score -6741129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6741133.000000 Penalty: 5228.790039
	Iteration 101Q: 3 clusters Score -6741133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -6741131.500000 Penalty: 5228.790039
	Iteration 102Q: 3 clusters Score -6741132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -6741142.000000 Penalty: 5228.790039
	Iteration 103Q: 3 clusters Score -6741142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -6741130.000000 Penalty: 5228.790039
	Iteration 104Q: 3 clusters Score -6741130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6741126.500000 Penalty: 5228.790039
	Iteration 105Q: 3 clusters Score -6741126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6741128.000000 Penalty: 5228.790039
	Iteration 106Q: 3 clusters Score -6741128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -6741130.000000 Penalty: 5228.790039
	Iteration 107Q: 3 clusters Score -6741130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -6741125.500000 Penalty: 5228.790039
	Iteration 108Q: 3 clusters Score -6741126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -6741123.500000 Penalty: 5228.790039
	Iteration 109Q: 3 clusters Score -6741124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6741131.500000 Penalty: 5228.790039
	Iteration 110Q: 3 clusters Score -6741132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6741136.500000 Penalty: 5228.790039
	Iteration 111Q: 3 clusters Score -6741136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -6741144.000000 Penalty: 5228.790039
	Iteration 112Q: 3 clusters Score -6741144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -6741146.500000 Penalty: 5228.790039
	Iteration 113Q: 3 clusters Score -6741146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -6741152.500000 Penalty: 5228.790039
	Iteration 114Q: 3 clusters Score -6741152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6741156.500000 Penalty: 5228.790039
	Iteration 115Q: 3 clusters Score -6741156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6741167.500000 Penalty: 5228.790039
	Iteration 116Q: 3 clusters Score -6741168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -6741168.000000 Penalty: 5228.790039
	Iteration 117Q: 3 clusters Score -6741168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6741170.500000 Penalty: 5228.790039
	Iteration 118Q: 3 clusters Score -6741170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -6741169.000000 Penalty: 5228.790039
	Iteration 119Q: 3 clusters Score -6741169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6741155.000000 Penalty: 5228.790039
	Iteration 120F: 3 clusters Score -6741155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -6741166.000000 Penalty: 5228.790039
	Iteration 121Q: 3 clusters Score -6741166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6741167.500000 Penalty: 5228.790039
	Iteration 122Q: 3 clusters Score -6741168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6741168.500000 Penalty: 5228.790039
	Iteration 123Q: 3 clusters Score -6741168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -6741171.500000 Penalty: 5228.790039
	Iteration 124Q: 3 clusters Score -6741172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6741169.000000 Penalty: 5228.790039
	Iteration 125Q: 3 clusters Score -6741169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -6741161.000000 Penalty: 5228.790039
	Iteration 126Q: 3 clusters Score -6741161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -6741147.000000 Penalty: 5228.790039
	Iteration 127Q: 3 clusters Score -6741147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -6741152.500000 Penalty: 5228.790039
	Iteration 128Q: 3 clusters Score -6741152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6741152.000000 Penalty: 5228.790039
	Iteration 129Q: 3 clusters Score -6741152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -6741177.000000 Penalty: 5228.790039
	Iteration 130Q: 3 clusters Score -6741177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -6741186.000000 Penalty: 5228.790039
	Iteration 131Q: 3 clusters Score -6741186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6741195.000000 Penalty: 5228.790039
	Iteration 132Q: 3 clusters Score -6741195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6741206.500000 Penalty: 5228.790039
	Iteration 133Q: 3 clusters Score -6741206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6741207.000000 Penalty: 5228.790039
	Iteration 134Q: 3 clusters Score -6741207 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -6741201.500000 Penalty: 5228.790039
	Iteration 135Q: 3 clusters Score -6741202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6741200.500000 Penalty: 5228.790039
	Iteration 136Q: 3 clusters Score -6741200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6741199.500000 Penalty: 5228.790039
	Iteration 137Q: 3 clusters Score -6741200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6741211.000000 Penalty: 5228.790039
	Iteration 138Q: 3 clusters Score -6741211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -6741212.500000 Penalty: 5228.790039
	Iteration 139Q: 3 clusters Score -6741212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -6741213.000000 Penalty: 5228.790039
	Iteration 140F: 3 clusters Score -6741213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6741204.000000 Penalty: 5228.790039
	Iteration 141Q: 3 clusters Score -6741204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6741209.000000 Penalty: 5228.790039
	Iteration 142Q: 3 clusters Score -6741209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -6741213.000000 Penalty: 5228.790039
	Iteration 143Q: 3 clusters Score -6741213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6741213.500000 Penalty: 5228.790039
	Iteration 144Q: 3 clusters Score -6741214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6741214.500000 Penalty: 5228.790039
	Iteration 145Q: 3 clusters Score -6741214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -6741219.000000 Penalty: 5228.790039
	Iteration 146Q: 3 clusters Score -6741219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6741225.000000 Penalty: 5228.790039
	Iteration 147Q: 3 clusters Score -6741225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6741217.500000 Penalty: 5228.790039
	Iteration 148Q: 3 clusters Score -6741218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6741234.500000 Penalty: 5228.790039
	Iteration 149Q: 3 clusters Score -6741234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6741236.000000 Penalty: 5228.790039
	Iteration 150Q: 3 clusters Score -6741236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -6741241.500000 Penalty: 5228.790039
	Iteration 151Q: 3 clusters Score -6741242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6741241.500000 Penalty: 5228.790039
	Iteration 152Q: 3 clusters Score -6741242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -6741231.000000 Penalty: 5228.790039
	Iteration 153Q: 3 clusters Score -6741231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6741227.000000 Penalty: 5228.790039
	Iteration 154Q: 3 clusters Score -6741227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6741233.000000 Penalty: 5228.790039
	Iteration 155Q: 3 clusters Score -6741233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6741232.500000 Penalty: 5228.790039
	Iteration 156Q: 3 clusters Score -6741232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6741239.500000 Penalty: 5228.790039
	Iteration 157Q: 3 clusters Score -6741240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6741264.000000 Penalty: 5228.790039
	Iteration 158Q: 3 clusters Score -6741264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6741272.500000 Penalty: 5228.790039
	Iteration 159Q: 3 clusters Score -6741272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6741270.500000 Penalty: 5228.790039
	Iteration 160F: 3 clusters Score -6741270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6741284.500000 Penalty: 5228.790039
	Iteration 161Q: 3 clusters Score -6741284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6741287.000000 Penalty: 5228.790039
	Iteration 162Q: 3 clusters Score -6741287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6741284.500000 Penalty: 5228.790039
	Iteration 163Q: 3 clusters Score -6741284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6741300.000000 Penalty: 5228.790039
	Iteration 164Q: 3 clusters Score -6741300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6741283.500000 Penalty: 5228.790039
	Iteration 165Q: 3 clusters Score -6741284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6741296.500000 Penalty: 5228.790039
	Iteration 166Q: 3 clusters Score -6741296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6741296.500000 Penalty: 5228.790039
	Iteration 167Q: 3 clusters Score -6741296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6741301.000000 Penalty: 5228.790039
	Iteration 168Q: 3 clusters Score -6741301 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6741302.500000 Penalty: 5228.790039
	Iteration 169Q: 3 clusters Score -6741302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6741293.500000 Penalty: 5228.790039
	Iteration 170Q: 3 clusters Score -6741294 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6741292.000000 Penalty: 5228.790039
	Iteration 171Q: 3 clusters Score -6741292 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34330 members 
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Entering Unmasked Estep 
Score: -6741307.500000 Penalty: 5228.790039
	Iteration 172Q: 3 clusters Score -6741308 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6741305.500000 Penalty: 5228.790039
	Iteration 173Q: 3 clusters Score -6741306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6741316.500000 Penalty: 5228.790039
	Iteration 174Q: 3 clusters Score -6741316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6741334.000000 Penalty: 5228.790039
	Iteration 175Q: 3 clusters Score -6741334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6741339.000000 Penalty: 5228.790039
	Iteration 176Q: 3 clusters Score -6741339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6741331.000000 Penalty: 5228.790039
	Iteration 177Q: 3 clusters Score -6741331 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6741330.500000 Penalty: 5228.790039
	Iteration 178Q: 3 clusters Score -6741330 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6741326.500000 Penalty: 5228.790039
	Iteration 179Q: 3 clusters Score -6741326 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6741339.500000 Penalty: 5228.790039
	Iteration 180F: 3 clusters Score -6741340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6741342.500000 Penalty: 5228.790039
	Iteration 181Q: 3 clusters Score -6741342 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6741347.000000 Penalty: 5228.790039
	Iteration 182Q: 3 clusters Score -6741347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6741368.500000 Penalty: 5228.790039
	Iteration 183Q: 3 clusters Score -6741368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6741354.500000 Penalty: 5228.790039
	Iteration 184Q: 3 clusters Score -6741354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6741349.500000 Penalty: 5228.790039
	Iteration 185Q: 3 clusters Score -6741350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6741359.500000 Penalty: 5228.790039
	Iteration 186Q: 3 clusters Score -6741360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6741358.000000 Penalty: 5228.790039
	Iteration 187Q: 3 clusters Score -6741358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6741352.000000 Penalty: 5228.790039
	Iteration 188Q: 3 clusters Score -6741352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6741360.500000 Penalty: 5228.790039
	Iteration 189Q: 3 clusters Score -6741360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6741364.500000 Penalty: 5228.790039
	Iteration 190Q: 3 clusters Score -6741364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6741362.000000 Penalty: 5228.790039
	Iteration 191Q: 3 clusters Score -6741362 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6741361.000000 Penalty: 5228.790039
	Iteration 192Q: 3 clusters Score -6741361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6741358.000000 Penalty: 5228.790039
	Iteration 193Q: 3 clusters Score -6741358 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6741362.500000 Penalty: 5228.790039
	Iteration 194Q: 3 clusters Score -6741362 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6741354.500000 Penalty: 5228.790039
	Iteration 195Q: 3 clusters Score -6741354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6741364.000000 Penalty: 5228.790039
	Iteration 196Q: 3 clusters Score -6741364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6741371.000000 Penalty: 5228.790039
	Iteration 197Q: 3 clusters Score -6741371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6741378.000000 Penalty: 5228.790039
	Iteration 198Q: 3 clusters Score -6741378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6741380.000000 Penalty: 5228.790039
	Iteration 199Q: 3 clusters Score -6741380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6741376.500000 Penalty: 5228.790039
	Iteration 200F: 3 clusters Score -6741376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6741386.500000 Penalty: 5228.790039
	Iteration 201Q: 3 clusters Score -6741386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6741404.500000 Penalty: 5228.790039
	Iteration 202Q: 3 clusters Score -6741404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6741409.500000 Penalty: 5228.790039
	Iteration 203Q: 3 clusters Score -6741410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6741404.000000 Penalty: 5228.790039
	Iteration 204Q: 3 clusters Score -6741404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6741413.000000 Penalty: 5228.790039
	Iteration 205Q: 3 clusters Score -6741413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6741416.000000 Penalty: 5228.790039
	Iteration 206Q: 3 clusters Score -6741416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -6741409.000000 Penalty: 5228.790039
	Iteration 207Q: 3 clusters Score -6741409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6741398.000000 Penalty: 5228.790039
	Iteration 208Q: 3 clusters Score -6741398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6741407.000000 Penalty: 5228.790039
	Iteration 209Q: 3 clusters Score -6741407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6741405.500000 Penalty: 5228.790039
	Iteration 210Q: 3 clusters Score -6741406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6741406.000000 Penalty: 5228.790039
	Iteration 211Q: 3 clusters Score -6741406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6741406.000000 Penalty: 5228.790039
	Iteration 212Q: 3 clusters Score -6741406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6741406.000000 Penalty: 5228.790039
	Iteration 213Q: 3 clusters Score -6741406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6741403.000000 Penalty: 5228.790039
	Iteration 214Q: 3 clusters Score -6741403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6741403.500000 Penalty: 5228.790039
	Iteration 215Q: 3 clusters Score -6741404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6741403.500000 Penalty: 5228.790039
	Iteration 216F: 3 clusters Score -6741404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Entering Unmasked Estep 
Score: -1715450.125000 Penalty: 2280.994629
	Iteration 0F: 2 clusters Score -1715450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1707840.000000 Penalty: 4561.989258
	Iteration 0F: 3 clusters Score -1707840 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1709997.875000 Penalty: 4561.989258
	Iteration 1F: 3 clusters Score -1709998 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1710323.875000 Penalty: 4561.989258
	Iteration 2F: 3 clusters Score -1710324 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1710544.500000 Penalty: 4561.989258
	Iteration 3F: 3 clusters Score -1710544 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1710739.750000 Penalty: 4561.989258
	Iteration 4Q: 3 clusters Score -1710740 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1710929.250000 Penalty: 4561.989258
	Iteration 5Q: 3 clusters Score -1710929 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1711127.625000 Penalty: 4561.989258
	Iteration 6Q: 3 clusters Score -1711128 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1711351.750000 Penalty: 4561.989258
	Iteration 7Q: 3 clusters Score -1711352 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1711683.500000 Penalty: 4561.989258
	Iteration 8Q: 3 clusters Score -1711684 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1712092.750000 Penalty: 4561.989258
	Iteration 9F: 3 clusters Score -1712093 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1712511.500000 Penalty: 4561.989258
	Iteration 10F: 3 clusters Score -1712512 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1712873.500000 Penalty: 4561.989258
	Iteration 11Q: 3 clusters Score -1712874 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1713156.250000 Penalty: 4561.989258
	Iteration 12Q: 3 clusters Score -1713156 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1713360.250000 Penalty: 4561.989258
	Iteration 13Q: 3 clusters Score -1713360 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1713502.875000 Penalty: 4561.989258
	Iteration 14Q: 3 clusters Score -1713503 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1713609.125000 Penalty: 4561.989258
	Iteration 15Q: 3 clusters Score -1713609 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1713682.250000 Penalty: 4561.989258
	Iteration 16Q: 3 clusters Score -1713682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1713732.750000 Penalty: 4561.989258
	Iteration 17Q: 3 clusters Score -1713733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1713773.125000 Penalty: 4561.989258
	Iteration 18Q: 3 clusters Score -1713773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1713794.750000 Penalty: 4561.989258
	Iteration 19Q: 3 clusters Score -1713795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1713821.875000 Penalty: 4561.989258
	Iteration 20F: 3 clusters Score -1713822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1713842.875000 Penalty: 4561.989258
	Iteration 21Q: 3 clusters Score -1713843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1713863.500000 Penalty: 4561.989258
	Iteration 22Q: 3 clusters Score -1713864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1713875.750000 Penalty: 4561.989258
	Iteration 23Q: 3 clusters Score -1713876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1713881.000000 Penalty: 4561.989258
	Iteration 24Q: 3 clusters Score -1713881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1713887.000000 Penalty: 4561.989258
	Iteration 25Q: 3 clusters Score -1713887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1713897.375000 Penalty: 4561.989258
	Iteration 26Q: 3 clusters Score -1713897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1713898.000000 Penalty: 4561.989258
	Iteration 27Q: 3 clusters Score -1713898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1713907.250000 Penalty: 4561.989258
	Iteration 28Q: 3 clusters Score -1713907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1713918.875000 Penalty: 4561.989258
	Iteration 29Q: 3 clusters Score -1713919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1713928.875000 Penalty: 4561.989258
	Iteration 30Q: 3 clusters Score -1713929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1713936.250000 Penalty: 4561.989258
	Iteration 31Q: 3 clusters Score -1713936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1713950.500000 Penalty: 4561.989258
	Iteration 32Q: 3 clusters Score -1713950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1713994.250000 Penalty: 4561.989258
	Iteration 33Q: 3 clusters Score -1713994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1714042.625000 Penalty: 4561.989258
	Iteration 34Q: 3 clusters Score -1714043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1714077.250000 Penalty: 4561.989258
	Iteration 35Q: 3 clusters Score -1714077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1714099.125000 Penalty: 4561.989258
	Iteration 36Q: 3 clusters Score -1714099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1714110.625000 Penalty: 4561.989258
	Iteration 37Q: 3 clusters Score -1714111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1714114.500000 Penalty: 4561.989258
	Iteration 38Q: 3 clusters Score -1714114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1714123.000000 Penalty: 4561.989258
	Iteration 39Q: 3 clusters Score -1714123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1714128.500000 Penalty: 4561.989258
	Iteration 40F: 3 clusters Score -1714128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1714129.250000 Penalty: 4561.989258
	Iteration 41Q: 3 clusters Score -1714129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1714129.750000 Penalty: 4561.989258
	Iteration 42Q: 3 clusters Score -1714130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1714130.125000 Penalty: 4561.989258
	Iteration 43Q: 3 clusters Score -1714130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1714133.000000 Penalty: 4561.989258
	Iteration 44Q: 3 clusters Score -1714133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1714133.000000 Penalty: 4561.989258
	Iteration 45F: 3 clusters Score -1714133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -1731844.500000 Penalty: 2272.433838
	Iteration 0F: 2 clusters Score -1731844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1724373.375000 Penalty: 4544.867676
	Iteration 0F: 3 clusters Score -1724373 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1726453.125000 Penalty: 4544.867676
	Iteration 1F: 3 clusters Score -1726453 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1726697.000000 Penalty: 4544.867676
	Iteration 2F: 3 clusters Score -1726697 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1726878.250000 Penalty: 4544.867676
	Iteration 3Q: 3 clusters Score -1726878 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1727030.000000 Penalty: 4544.867676
	Iteration 4Q: 3 clusters Score -1727030 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1727148.250000 Penalty: 4544.867676
	Iteration 5Q: 3 clusters Score -1727148 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1727238.125000 Penalty: 4544.867676
	Iteration 6Q: 3 clusters Score -1727238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1727340.875000 Penalty: 4544.867676
	Iteration 7Q: 3 clusters Score -1727341 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1727435.250000 Penalty: 4544.867676
	Iteration 8Q: 3 clusters Score -1727435 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1727524.125000 Penalty: 4544.867676
	Iteration 9Q: 3 clusters Score -1727524 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1727638.375000 Penalty: 4544.867676
	Iteration 10Q: 3 clusters Score -1727638 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1727773.250000 Penalty: 4544.867676
	Iteration 11Q: 3 clusters Score -1727773 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1727914.250000 Penalty: 4544.867676
	Iteration 12Q: 3 clusters Score -1727914 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1728095.500000 Penalty: 4544.867676
	Iteration 13Q: 3 clusters Score -1728096 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1728300.500000 Penalty: 4544.867676
	Iteration 14Q: 3 clusters Score -1728300 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1728518.000000 Penalty: 4544.867676
	Iteration 15Q: 3 clusters Score -1728518 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1728762.375000 Penalty: 4544.867676
	Iteration 16Q: 3 clusters Score -1728762 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1728994.875000 Penalty: 4544.867676
	Iteration 17Q: 3 clusters Score -1728995 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1729223.125000 Penalty: 4544.867676
	Iteration 18Q: 3 clusters Score -1729223 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1729386.750000 Penalty: 4544.867676
	Iteration 19Q: 3 clusters Score -1729387 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1729535.250000 Penalty: 4544.867676
	Iteration 20F: 3 clusters Score -1729535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1729629.250000 Penalty: 4544.867676
	Iteration 21Q: 3 clusters Score -1729629 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1729689.500000 Penalty: 4544.867676
	Iteration 22Q: 3 clusters Score -1729690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1729733.375000 Penalty: 4544.867676
	Iteration 23Q: 3 clusters Score -1729733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1729762.625000 Penalty: 4544.867676
	Iteration 24Q: 3 clusters Score -1729763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1729784.250000 Penalty: 4544.867676
	Iteration 25Q: 3 clusters Score -1729784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1729805.375000 Penalty: 4544.867676
	Iteration 26Q: 3 clusters Score -1729805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1729820.625000 Penalty: 4544.867676
	Iteration 27Q: 3 clusters Score -1729821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1729835.500000 Penalty: 4544.867676
	Iteration 28Q: 3 clusters Score -1729836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1729849.000000 Penalty: 4544.867676
	Iteration 29Q: 3 clusters Score -1729849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1729855.875000 Penalty: 4544.867676
	Iteration 30Q: 3 clusters Score -1729856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1729861.000000 Penalty: 4544.867676
	Iteration 31Q: 3 clusters Score -1729861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1729864.500000 Penalty: 4544.867676
	Iteration 32Q: 3 clusters Score -1729864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1729865.250000 Penalty: 4544.867676
	Iteration 33Q: 3 clusters Score -1729865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1729865.250000 Penalty: 4544.867676
	Iteration 34F: 3 clusters Score -1729865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Entering Unmasked Estep 
Score: -8071513.000000 Penalty: 2653.869141
	Iteration 0F: 2 clusters Score -8071513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -8042674.500000 Penalty: 5307.738281
	Iteration 0F: 3 clusters Score -8042674 nChanged 20394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -8053796.500000 Penalty: 5307.738281
	Iteration 1F: 3 clusters Score -8053796 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -8054417.500000 Penalty: 5307.738281
	Iteration 2Q: 3 clusters Score -8054418 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8055185.000000 Penalty: 5307.738281
	Iteration 3Q: 3 clusters Score -8055185 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -8056205.000000 Penalty: 5307.738281
	Iteration 4Q: 3 clusters Score -8056205 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -8058015.000000 Penalty: 5307.738281
	Iteration 5F: 3 clusters Score -8058015 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -8060789.000000 Penalty: 5307.738281
	Iteration 6F: 3 clusters Score -8060789 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -8063924.000000 Penalty: 5307.738281
	Iteration 7F: 3 clusters Score -8063924 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -8066728.000000 Penalty: 5307.738281
	Iteration 8F: 3 clusters Score -8066728 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8068266.500000 Penalty: 5307.738281
	Iteration 9Q: 3 clusters Score -8068266 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8068798.000000 Penalty: 5307.738281
	Iteration 10Q: 3 clusters Score -8068798 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8069057.500000 Penalty: 5307.738281
	Iteration 11Q: 3 clusters Score -8069058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -8069136.000000 Penalty: 5307.738281
	Iteration 12Q: 3 clusters Score -8069136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8069165.000000 Penalty: 5307.738281
	Iteration 13Q: 3 clusters Score -8069165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -8069203.000000 Penalty: 5307.738281
	Iteration 14Q: 3 clusters Score -8069203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -8069220.500000 Penalty: 5307.738281
	Iteration 15Q: 3 clusters Score -8069220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8069235.500000 Penalty: 5307.738281
	Iteration 16Q: 3 clusters Score -8069236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8069235.500000 Penalty: 5307.738281
	Iteration 17Q: 3 clusters Score -8069236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8069250.500000 Penalty: 5307.738281
	Iteration 18Q: 3 clusters Score -8069250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8069247.500000 Penalty: 5307.738281
	Iteration 19Q: 3 clusters Score -8069248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8069253.000000 Penalty: 5307.738281
	Iteration 20F: 3 clusters Score -8069253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8069257.500000 Penalty: 5307.738281
	Iteration 21Q: 3 clusters Score -8069258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8069259.000000 Penalty: 5307.738281
	Iteration 22Q: 3 clusters Score -8069259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8069259.000000 Penalty: 5307.738281
	Iteration 23F: 3 clusters Score -8069259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Entering Unmasked Estep 
Score: -7982820.500000 Penalty: 2651.990967
	Iteration 0F: 2 clusters Score -7982820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -7954261.000000 Penalty: 5303.981934
	Iteration 0F: 3 clusters Score -7954261 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -7965350.000000 Penalty: 5303.981934
	Iteration 1F: 3 clusters Score -7965350 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -7965913.000000 Penalty: 5303.981934
	Iteration 2Q: 3 clusters Score -7965913 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -7966626.500000 Penalty: 5303.981934
	Iteration 3Q: 3 clusters Score -7966626 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -7967418.500000 Penalty: 5303.981934
	Iteration 4Q: 3 clusters Score -7967418 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -7968521.000000 Penalty: 5303.981934
	Iteration 5Q: 3 clusters Score -7968521 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -7970175.000000 Penalty: 5303.981934
	Iteration 6F: 3 clusters Score -7970175 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -7972310.500000 Penalty: 5303.981934
	Iteration 7F: 3 clusters Score -7972310 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7974592.000000 Penalty: 5303.981934
	Iteration 8F: 3 clusters Score -7974592 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -7976717.500000 Penalty: 5303.981934
	Iteration 9F: 3 clusters Score -7976718 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -7978179.500000 Penalty: 5303.981934
	Iteration 10Q: 3 clusters Score -7978180 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -7979108.500000 Penalty: 5303.981934
	Iteration 11Q: 3 clusters Score -7979108 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -7979657.000000 Penalty: 5303.981934
	Iteration 12Q: 3 clusters Score -7979657 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -7979977.500000 Penalty: 5303.981934
	Iteration 13Q: 3 clusters Score -7979978 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -7980162.000000 Penalty: 5303.981934
	Iteration 14Q: 3 clusters Score -7980162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -7980274.000000 Penalty: 5303.981934
	Iteration 15Q: 3 clusters Score -7980274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -7980359.000000 Penalty: 5303.981934
	Iteration 16Q: 3 clusters Score -7980359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -7980395.000000 Penalty: 5303.981934
	Iteration 17Q: 3 clusters Score -7980395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -7980434.000000 Penalty: 5303.981934
	Iteration 18Q: 3 clusters Score -7980434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -7980471.500000 Penalty: 5303.981934
	Iteration 19Q: 3 clusters Score -7980472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -7980487.500000 Penalty: 5303.981934
	Iteration 20F: 3 clusters Score -7980488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -7980490.000000 Penalty: 5303.981934
	Iteration 21Q: 3 clusters Score -7980490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -7980505.000000 Penalty: 5303.981934
	Iteration 22Q: 3 clusters Score -7980505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -7980533.000000 Penalty: 5303.981934
	Iteration 23Q: 3 clusters Score -7980533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -7980529.000000 Penalty: 5303.981934
	Iteration 24Q: 3 clusters Score -7980529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -7980541.000000 Penalty: 5303.981934
	Iteration 25Q: 3 clusters Score -7980541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -7980540.500000 Penalty: 5303.981934
	Iteration 26Q: 3 clusters Score -7980540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -7980541.000000 Penalty: 5303.981934
	Iteration 27Q: 3 clusters Score -7980541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -7980551.000000 Penalty: 5303.981934
	Iteration 28Q: 3 clusters Score -7980551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -7980552.500000 Penalty: 5303.981934
	Iteration 29Q: 3 clusters Score -7980552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -7980560.500000 Penalty: 5303.981934
	Iteration 30Q: 3 clusters Score -7980560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -7980562.000000 Penalty: 5303.981934
	Iteration 31Q: 3 clusters Score -7980562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -7980562.000000 Penalty: 5303.981934
	Iteration 32F: 3 clusters Score -7980562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Entering Unmasked Estep 
Score: -2843208.750000 Penalty: 2401.329102
	Iteration 0F: 2 clusters Score -2843209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2831686.750000 Penalty: 4802.658203
	Iteration 0F: 3 clusters Score -2831687 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2835491.250000 Penalty: 4802.658203
	Iteration 1F: 3 clusters Score -2835491 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2836042.750000 Penalty: 4802.658203
	Iteration 2F: 3 clusters Score -2836043 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2836609.250000 Penalty: 4802.658203
	Iteration 3F: 3 clusters Score -2836609 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2837196.250000 Penalty: 4802.658203
	Iteration 4F: 3 clusters Score -2837196 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2837760.750000 Penalty: 4802.658203
	Iteration 5F: 3 clusters Score -2837761 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2838288.250000 Penalty: 4802.658203
	Iteration 6F: 3 clusters Score -2838288 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2838777.000000 Penalty: 4802.658203
	Iteration 7Q: 3 clusters Score -2838777 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2839236.000000 Penalty: 4802.658203
	Iteration 8Q: 3 clusters Score -2839236 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2839668.750000 Penalty: 4802.658203
	Iteration 9Q: 3 clusters Score -2839669 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2839997.500000 Penalty: 4802.658203
	Iteration 10Q: 3 clusters Score -2839998 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2840305.500000 Penalty: 4802.658203
	Iteration 11Q: 3 clusters Score -2840306 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2840550.000000 Penalty: 4802.658203
	Iteration 12Q: 3 clusters Score -2840550 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2840728.250000 Penalty: 4802.658203
	Iteration 13Q: 3 clusters Score -2840728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2840885.500000 Penalty: 4802.658203
	Iteration 14Q: 3 clusters Score -2840886 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2841019.500000 Penalty: 4802.658203
	Iteration 15Q: 3 clusters Score -2841020 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2841105.000000 Penalty: 4802.658203
	Iteration 16Q: 3 clusters Score -2841105 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2841173.500000 Penalty: 4802.658203
	Iteration 17Q: 3 clusters Score -2841174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2841230.000000 Penalty: 4802.658203
	Iteration 18Q: 3 clusters Score -2841230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2841268.500000 Penalty: 4802.658203
	Iteration 19Q: 3 clusters Score -2841268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2841302.000000 Penalty: 4802.658203
	Iteration 20F: 3 clusters Score -2841302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2841318.000000 Penalty: 4802.658203
	Iteration 21Q: 3 clusters Score -2841318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2841330.250000 Penalty: 4802.658203
	Iteration 22Q: 3 clusters Score -2841330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2841332.750000 Penalty: 4802.658203
	Iteration 23Q: 3 clusters Score -2841333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2841349.500000 Penalty: 4802.658203
	Iteration 24Q: 3 clusters Score -2841350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2841346.000000 Penalty: 4802.658203
	Iteration 25Q: 3 clusters Score -2841346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2841356.250000 Penalty: 4802.658203
	Iteration 26Q: 3 clusters Score -2841356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2841365.500000 Penalty: 4802.658203
	Iteration 27Q: 3 clusters Score -2841366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2841376.250000 Penalty: 4802.658203
	Iteration 28Q: 3 clusters Score -2841376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2841378.500000 Penalty: 4802.658203
	Iteration 29Q: 3 clusters Score -2841378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2841387.000000 Penalty: 4802.658203
	Iteration 30Q: 3 clusters Score -2841387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2841395.500000 Penalty: 4802.658203
	Iteration 31Q: 3 clusters Score -2841396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2841401.750000 Penalty: 4802.658203
	Iteration 32Q: 3 clusters Score -2841402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2841406.250000 Penalty: 4802.658203
	Iteration 33Q: 3 clusters Score -2841406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2841401.500000 Penalty: 4802.658203
	Iteration 34Q: 3 clusters Score -2841402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2841403.750000 Penalty: 4802.658203
	Iteration 35Q: 3 clusters Score -2841404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2841411.250000 Penalty: 4802.658203
	Iteration 36Q: 3 clusters Score -2841411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2841407.250000 Penalty: 4802.658203
	Iteration 37Q: 3 clusters Score -2841407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2841411.500000 Penalty: 4802.658203
	Iteration 38Q: 3 clusters Score -2841412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2841411.500000 Penalty: 4802.658203
	Iteration 39Q: 3 clusters Score -2841412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2841411.500000 Penalty: 4802.658203
	Iteration 40F: 3 clusters Score -2841412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -1192961.000000 Penalty: 2188.920898
	Iteration 0F: 2 clusters Score -1192961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1187338.750000 Penalty: 4377.841797
	Iteration 0F: 3 clusters Score -1187339 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1188934.625000 Penalty: 4377.841797
	Iteration 1F: 3 clusters Score -1188935 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1189415.250000 Penalty: 4377.841797
	Iteration 2F: 3 clusters Score -1189415 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1189810.000000 Penalty: 4377.841797
	Iteration 3F: 3 clusters Score -1189810 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1190105.625000 Penalty: 4377.841797
	Iteration 4F: 3 clusters Score -1190106 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1190344.625000 Penalty: 4377.841797
	Iteration 5F: 3 clusters Score -1190345 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1190538.500000 Penalty: 4377.841797
	Iteration 6Q: 3 clusters Score -1190538 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1190693.000000 Penalty: 4377.841797
	Iteration 7Q: 3 clusters Score -1190693 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1190819.500000 Penalty: 4377.841797
	Iteration 8Q: 3 clusters Score -1190820 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1190936.125000 Penalty: 4377.841797
	Iteration 9Q: 3 clusters Score -1190936 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1191040.875000 Penalty: 4377.841797
	Iteration 10Q: 3 clusters Score -1191041 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1191151.375000 Penalty: 4377.841797
	Iteration 11Q: 3 clusters Score -1191151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1191252.375000 Penalty: 4377.841797
	Iteration 12Q: 3 clusters Score -1191252 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1191334.750000 Penalty: 4377.841797
	Iteration 13Q: 3 clusters Score -1191335 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1191391.250000 Penalty: 4377.841797
	Iteration 14Q: 3 clusters Score -1191391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1191435.500000 Penalty: 4377.841797
	Iteration 15Q: 3 clusters Score -1191436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1191467.875000 Penalty: 4377.841797
	Iteration 16Q: 3 clusters Score -1191468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1191494.500000 Penalty: 4377.841797
	Iteration 17Q: 3 clusters Score -1191494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1191516.375000 Penalty: 4377.841797
	Iteration 18Q: 3 clusters Score -1191516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1191536.750000 Penalty: 4377.841797
	Iteration 19Q: 3 clusters Score -1191537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1191553.250000 Penalty: 4377.841797
	Iteration 20F: 3 clusters Score -1191553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1191571.375000 Penalty: 4377.841797
	Iteration 21Q: 3 clusters Score -1191571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1191586.125000 Penalty: 4377.841797
	Iteration 22Q: 3 clusters Score -1191586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1191603.750000 Penalty: 4377.841797
	Iteration 23Q: 3 clusters Score -1191604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1191619.125000 Penalty: 4377.841797
	Iteration 24Q: 3 clusters Score -1191619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1191638.375000 Penalty: 4377.841797
	Iteration 25Q: 3 clusters Score -1191638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1191670.000000 Penalty: 4377.841797
	Iteration 26Q: 3 clusters Score -1191670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1191703.250000 Penalty: 4377.841797
	Iteration 27Q: 3 clusters Score -1191703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1191734.500000 Penalty: 4377.841797
	Iteration 28Q: 3 clusters Score -1191734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1191751.875000 Penalty: 4377.841797
	Iteration 29Q: 3 clusters Score -1191752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1191763.375000 Penalty: 4377.841797
	Iteration 30Q: 3 clusters Score -1191763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1191769.500000 Penalty: 4377.841797
	Iteration 31Q: 3 clusters Score -1191770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1191774.500000 Penalty: 4377.841797
	Iteration 32Q: 3 clusters Score -1191774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1191779.750000 Penalty: 4377.841797
	Iteration 33Q: 3 clusters Score -1191780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1191781.375000 Penalty: 4377.841797
	Iteration 34Q: 3 clusters Score -1191781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1191786.000000 Penalty: 4377.841797
	Iteration 35Q: 3 clusters Score -1191786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1191786.375000 Penalty: 4377.841797
	Iteration 36Q: 3 clusters Score -1191786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1191791.000000 Penalty: 4377.841797
	Iteration 37Q: 3 clusters Score -1191791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1191796.000000 Penalty: 4377.841797
	Iteration 38Q: 3 clusters Score -1191796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1191799.250000 Penalty: 4377.841797
	Iteration 39Q: 3 clusters Score -1191799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1191807.000000 Penalty: 4377.841797
	Iteration 40F: 3 clusters Score -1191807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1191814.125000 Penalty: 4377.841797
	Iteration 41Q: 3 clusters Score -1191814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1191817.375000 Penalty: 4377.841797
	Iteration 42Q: 3 clusters Score -1191817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1191823.375000 Penalty: 4377.841797
	Iteration 43Q: 3 clusters Score -1191823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1191828.000000 Penalty: 4377.841797
	Iteration 44Q: 3 clusters Score -1191828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1191832.500000 Penalty: 4377.841797
	Iteration 45Q: 3 clusters Score -1191832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1191836.375000 Penalty: 4377.841797
	Iteration 46Q: 3 clusters Score -1191836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1191841.250000 Penalty: 4377.841797
	Iteration 47Q: 3 clusters Score -1191841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1191843.375000 Penalty: 4377.841797
	Iteration 48Q: 3 clusters Score -1191843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1191845.000000 Penalty: 4377.841797
	Iteration 49Q: 3 clusters Score -1191845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1191846.125000 Penalty: 4377.841797
	Iteration 50Q: 3 clusters Score -1191846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1191846.500000 Penalty: 4377.841797
	Iteration 51Q: 3 clusters Score -1191846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1191847.125000 Penalty: 4377.841797
	Iteration 52Q: 3 clusters Score -1191847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1191848.000000 Penalty: 4377.841797
	Iteration 53Q: 3 clusters Score -1191848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1191848.375000 Penalty: 4377.841797
	Iteration 54Q: 3 clusters Score -1191848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1191850.000000 Penalty: 4377.841797
	Iteration 55Q: 3 clusters Score -1191850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1191850.000000 Penalty: 4377.841797
	Iteration 56Q: 3 clusters Score -1191850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1191849.375000 Penalty: 4377.841797
	Iteration 57Q: 3 clusters Score -1191849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1191850.750000 Penalty: 4377.841797
	Iteration 58Q: 3 clusters Score -1191851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1191852.375000 Penalty: 4377.841797
	Iteration 59Q: 3 clusters Score -1191852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1191853.125000 Penalty: 4377.841797
	Iteration 60F: 3 clusters Score -1191853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1191854.625000 Penalty: 4377.841797
	Iteration 61Q: 3 clusters Score -1191855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1191854.750000 Penalty: 4377.841797
	Iteration 62Q: 3 clusters Score -1191855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1191854.250000 Penalty: 4377.841797
	Iteration 63Q: 3 clusters Score -1191854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1191856.250000 Penalty: 4377.841797
	Iteration 64Q: 3 clusters Score -1191856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1191856.250000 Penalty: 4377.841797
	Iteration 65F: 3 clusters Score -1191856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Entering Unmasked Estep 
Score: -7130747.500000 Penalty: 2624.267578
	Iteration 0F: 2 clusters Score -7130748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -7104336.000000 Penalty: 5248.535156
	Iteration 0F: 3 clusters Score -7104336 nChanged 18036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -7113949.500000 Penalty: 5248.535156
	Iteration 1F: 3 clusters Score -7113950 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -7114410.000000 Penalty: 5248.535156
	Iteration 2Q: 3 clusters Score -7114410 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -7114840.000000 Penalty: 5248.535156
	Iteration 3Q: 3 clusters Score -7114840 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -7115201.000000 Penalty: 5248.535156
	Iteration 4Q: 3 clusters Score -7115201 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -7115598.000000 Penalty: 5248.535156
	Iteration 5Q: 3 clusters Score -7115598 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7115998 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -7116454.500000 Penalty: 5248.535156
	Iteration 7Q: 3 clusters Score -7116454 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -7117129.500000 Penalty: 5248.535156
	Iteration 8Q: 3 clusters Score -7117130 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -7118131.000000 Penalty: 5248.535156
	Iteration 9Q: 3 clusters Score -7118131 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -7119540.000000 Penalty: 5248.535156
	Iteration 10F: 3 clusters Score -7119540 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -7121459.000000 Penalty: 5248.535156
	Iteration 11F: 3 clusters Score -7121459 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -7123179.500000 Penalty: 5248.535156
	Iteration 12F: 3 clusters Score -7123180 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -7124020.000000 Penalty: 5248.535156
	Iteration 13Q: 3 clusters Score -7124020 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -7124449.500000 Penalty: 5248.535156
	Iteration 14Q: 3 clusters Score -7124450 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -7124748.500000 Penalty: 5248.535156
	Iteration 15Q: 3 clusters Score -7124748 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -7124971.500000 Penalty: 5248.535156
	Iteration 16Q: 3 clusters Score -7124972 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -7125221.000000 Penalty: 5248.535156
	Iteration 17Q: 3 clusters Score -7125221 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7125396.000000 Penalty: 5248.535156
	Iteration 18Q: 3 clusters Score -7125396 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -7125504.000000 Penalty: 5248.535156
	Iteration 19Q: 3 clusters Score -7125504 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -7125601.000000 Penalty: 5248.535156
	Iteration 20F: 3 clusters Score -7125601 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -7125694.500000 Penalty: 5248.535156
	Iteration 21Q: 3 clusters Score -7125694 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -7125780.500000 Penalty: 5248.535156
	Iteration 22Q: 3 clusters Score -7125780 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -7125854.500000 Penalty: 5248.535156
	Iteration 23Q: 3 clusters Score -7125854 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -7125932.500000 Penalty: 5248.535156
	Iteration 24Q: 3 clusters Score -7125932 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7125973.000000 Penalty: 5248.535156
	Iteration 25Q: 3 clusters Score -7125973 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -7126003.000000 Penalty: 5248.535156
	Iteration 26Q: 3 clusters Score -7126003 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -7126003.500000 Penalty: 5248.535156
	Iteration 27Q: 3 clusters Score -7126004 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -7126013.000000 Penalty: 5248.535156
	Iteration 28Q: 3 clusters Score -7126013 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -7126049.500000 Penalty: 5248.535156
	Iteration 29Q: 3 clusters Score -7126050 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -7126078.500000 Penalty: 5248.535156
	Iteration 30Q: 3 clusters Score -7126078 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -7126098.000000 Penalty: 5248.535156
	Iteration 31Q: 3 clusters Score -7126098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -7126121.500000 Penalty: 5248.535156
	Iteration 32Q: 3 clusters Score -7126122 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -7126147.000000 Penalty: 5248.535156
	Iteration 33Q: 3 clusters Score -7126147 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -7126164.500000 Penalty: 5248.535156
	Iteration 34Q: 3 clusters Score -7126164 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -7126189.500000 Penalty: 5248.535156
	Iteration 35Q: 3 clusters Score -7126190 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -7126220.000000 Penalty: 5248.535156
	Iteration 36Q: 3 clusters Score -7126220 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -7126236.500000 Penalty: 5248.535156
	Iteration 37Q: 3 clusters Score -7126236 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -7126268.500000 Penalty: 5248.535156
	Iteration 38Q: 3 clusters Score -7126268 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -7126296.000000 Penalty: 5248.535156
	Iteration 39Q: 3 clusters Score -7126296 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -7126327.500000 Penalty: 5248.535156
	Iteration 40F: 3 clusters Score -7126328 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -7126349.000000 Penalty: 5248.535156
	Iteration 41Q: 3 clusters Score -7126349 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -7126358.000000 Penalty: 5248.535156
	Iteration 42Q: 3 clusters Score -7126358 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -7126385.000000 Penalty: 5248.535156
	Iteration 43Q: 3 clusters Score -7126385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7126391.000000 Penalty: 5248.535156
	Iteration 44Q: 3 clusters Score -7126391 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -7126411.000000 Penalty: 5248.535156
	Iteration 45Q: 3 clusters Score -7126411 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -7126445.500000 Penalty: 5248.535156
	Iteration 46Q: 3 clusters Score -7126446 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -7126482.000000 Penalty: 5248.535156
	Iteration 47Q: 3 clusters Score -7126482 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -7126493.000000 Penalty: 5248.535156
	Iteration 48Q: 3 clusters Score -7126493 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -7126504.500000 Penalty: 5248.535156
	Iteration 49Q: 3 clusters Score -7126504 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -7126529.500000 Penalty: 5248.535156
	Iteration 50Q: 3 clusters Score -7126530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -7126540.500000 Penalty: 5248.535156
	Iteration 51Q: 3 clusters Score -7126540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -7126567.000000 Penalty: 5248.535156
	Iteration 52Q: 3 clusters Score -7126567 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -7126578.000000 Penalty: 5248.535156
	Iteration 53Q: 3 clusters Score -7126578 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -7126602.500000 Penalty: 5248.535156
	Iteration 54Q: 3 clusters Score -7126602 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -7126602.000000 Penalty: 5248.535156
	Iteration 55Q: 3 clusters Score -7126602 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -7126628.500000 Penalty: 5248.535156
	Iteration 56Q: 3 clusters Score -7126628 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -7126655.500000 Penalty: 5248.535156
	Iteration 57Q: 3 clusters Score -7126656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -7126686.500000 Penalty: 5248.535156
	Iteration 58Q: 3 clusters Score -7126686 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7126705.000000 Penalty: 5248.535156
	Iteration 59Q: 3 clusters Score -7126705 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -7126733.500000 Penalty: 5248.535156
	Iteration 60F: 3 clusters Score -7126734 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -7126777.500000 Penalty: 5248.535156
	Iteration 61Q: 3 clusters Score -7126778 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -7126794.000000 Penalty: 5248.535156
	Iteration 62Q: 3 clusters Score -7126794 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -7126830.500000 Penalty: 5248.535156
	Iteration 63Q: 3 clusters Score -7126830 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -7126873.000000 Penalty: 5248.535156
	Iteration 64Q: 3 clusters Score -7126873 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -7126878.000000 Penalty: 5248.535156
	Iteration 65Q: 3 clusters Score -7126878 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -7126916.000000 Penalty: 5248.535156
	Iteration 66Q: 3 clusters Score -7126916 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -7126953.000000 Penalty: 5248.535156
	Iteration 67Q: 3 clusters Score -7126953 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -7126965.000000 Penalty: 5248.535156
	Iteration 68Q: 3 clusters Score -7126965 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -7126977.500000 Penalty: 5248.535156
	Iteration 69Q: 3 clusters Score -7126978 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -7127050.000000 Penalty: 5248.535156
	Iteration 70Q: 3 clusters Score -7127050 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -7127097.500000 Penalty: 5248.535156
	Iteration 71Q: 3 clusters Score -7127098 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -7127170.500000 Penalty: 5248.535156
	Iteration 72Q: 3 clusters Score -7127170 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -7127202.500000 Penalty: 5248.535156
	Iteration 73Q: 3 clusters Score -7127202 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -7127253.000000 Penalty: 5248.535156
	Iteration 74Q: 3 clusters Score -7127253 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -7127310.500000 Penalty: 5248.535156
	Iteration 75Q: 3 clusters Score -7127310 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -7127372.500000 Penalty: 5248.535156
	Iteration 76Q: 3 clusters Score -7127372 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7127437.500000 Penalty: 5248.535156
	Iteration 77Q: 3 clusters Score -7127438 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -7127521.000000 Penalty: 5248.535156
	Iteration 78Q: 3 clusters Score -7127521 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -7127603.500000 Penalty: 5248.535156
	Iteration 79Q: 3 clusters Score -7127604 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -7127668.000000 Penalty: 5248.535156
	Iteration 80F: 3 clusters Score -7127668 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -7127734.000000 Penalty: 5248.535156
	Iteration 81Q: 3 clusters Score -7127734 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -7127797.500000 Penalty: 5248.535156
	Iteration 82Q: 3 clusters Score -7127798 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -7127840.000000 Penalty: 5248.535156
	Iteration 83Q: 3 clusters Score -7127840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7127884.000000 Penalty: 5248.535156
	Iteration 84Q: 3 clusters Score -7127884 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7127918.000000 Penalty: 5248.535156
	Iteration 85Q: 3 clusters Score -7127918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -7127954.500000 Penalty: 5248.535156
	Iteration 86Q: 3 clusters Score -7127954 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -7127978.000000 Penalty: 5248.535156
	Iteration 87Q: 3 clusters Score -7127978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7127994.000000 Penalty: 5248.535156
	Iteration 88Q: 3 clusters Score -7127994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -7128016.500000 Penalty: 5248.535156
	Iteration 89Q: 3 clusters Score -7128016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7128024.500000 Penalty: 5248.535156
	Iteration 90Q: 3 clusters Score -7128024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7128049.500000 Penalty: 5248.535156
	Iteration 91Q: 3 clusters Score -7128050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -7128076.500000 Penalty: 5248.535156
	Iteration 92Q: 3 clusters Score -7128076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -7128091.000000 Penalty: 5248.535156
	Iteration 93Q: 3 clusters Score -7128091 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -7128119.000000 Penalty: 5248.535156
	Iteration 94Q: 3 clusters Score -7128119 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -7128133.000000 Penalty: 5248.535156
	Iteration 95Q: 3 clusters Score -7128133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -7128156.000000 Penalty: 5248.535156
	Iteration 96Q: 3 clusters Score -7128156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -7128159.000000 Penalty: 5248.535156
	Iteration 97Q: 3 clusters Score -7128159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -7128183.500000 Penalty: 5248.535156
	Iteration 98Q: 3 clusters Score -7128184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -7128209.000000 Penalty: 5248.535156
	Iteration 99Q: 3 clusters Score -7128209 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -7128217.500000 Penalty: 5248.535156
	Iteration 100F: 3 clusters Score -7128218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -7128262.000000 Penalty: 5248.535156
	Iteration 101Q: 3 clusters Score -7128262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -7128266.000000 Penalty: 5248.535156
	Iteration 102Q: 3 clusters Score -7128266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7128273.000000 Penalty: 5248.535156
	Iteration 103Q: 3 clusters Score -7128273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -7128280.000000 Penalty: 5248.535156
	Iteration 104Q: 3 clusters Score -7128280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7128288.500000 Penalty: 5248.535156
	Iteration 105Q: 3 clusters Score -7128288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -7128306.500000 Penalty: 5248.535156
	Iteration 106Q: 3 clusters Score -7128306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -7128317.500000 Penalty: 5248.535156
	Iteration 107Q: 3 clusters Score -7128318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -7128348.000000 Penalty: 5248.535156
	Iteration 108Q: 3 clusters Score -7128348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -7128371.000000 Penalty: 5248.535156
	Iteration 109Q: 3 clusters Score -7128371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -7128372.000000 Penalty: 5248.535156
	Iteration 110Q: 3 clusters Score -7128372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -7128387.000000 Penalty: 5248.535156
	Iteration 111Q: 3 clusters Score -7128387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -7128388.500000 Penalty: 5248.535156
	Iteration 112Q: 3 clusters Score -7128388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -7128386.500000 Penalty: 5248.535156
	Iteration 113Q: 3 clusters Score -7128386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7128393.000000 Penalty: 5248.535156
	Iteration 114Q: 3 clusters Score -7128393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -7128404.500000 Penalty: 5248.535156
	Iteration 115Q: 3 clusters Score -7128404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7128410.500000 Penalty: 5248.535156
	Iteration 116Q: 3 clusters Score -7128410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7128407.500000 Penalty: 5248.535156
	Iteration 117Q: 3 clusters Score -7128408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -7128420.500000 Penalty: 5248.535156
	Iteration 118Q: 3 clusters Score -7128420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -7128428.000000 Penalty: 5248.535156
	Iteration 119Q: 3 clusters Score -7128428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7128426.000000 Penalty: 5248.535156
	Iteration 120F: 3 clusters Score -7128426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -7128443.500000 Penalty: 5248.535156
	Iteration 121Q: 3 clusters Score -7128444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -7128446.000000 Penalty: 5248.535156
	Iteration 122Q: 3 clusters Score -7128446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7128444.000000 Penalty: 5248.535156
	Iteration 123Q: 3 clusters Score -7128444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -7128458.000000 Penalty: 5248.535156
	Iteration 124Q: 3 clusters Score -7128458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -7128461.000000 Penalty: 5248.535156
	Iteration 125Q: 3 clusters Score -7128461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7128461.500000 Penalty: 5248.535156
	Iteration 126Q: 3 clusters Score -7128462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7128459.500000 Penalty: 5248.535156
	Iteration 127Q: 3 clusters Score -7128460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7128470.000000 Penalty: 5248.535156
	Iteration 128Q: 3 clusters Score -7128470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7128474.500000 Penalty: 5248.535156
	Iteration 129Q: 3 clusters Score -7128474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7128477.000000 Penalty: 5248.535156
	Iteration 130Q: 3 clusters Score -7128477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7128479.000000 Penalty: 5248.535156
	Iteration 131Q: 3 clusters Score -7128479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7128478.500000 Penalty: 5248.535156
	Iteration 132Q: 3 clusters Score -7128478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -7128477.000000 Penalty: 5248.535156
	Iteration 133Q: 3 clusters Score -7128477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7128478.000000 Penalty: 5248.535156
	Iteration 134Q: 3 clusters Score -7128478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7128484.500000 Penalty: 5248.535156
	Iteration 135Q: 3 clusters Score -7128484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -7128486.500000 Penalty: 5248.535156
	Iteration 136Q: 3 clusters Score -7128486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -7128486.500000 Penalty: 5248.535156
	Iteration 137Q: 3 clusters Score -7128486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7128481.500000 Penalty: 5248.535156
	Iteration 138Q: 3 clusters Score -7128482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7128481.500000 Penalty: 5248.535156
	Iteration 139F: 3 clusters Score -7128482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Entering Unmasked Estep 
Score: -1459532.750000 Penalty: 2235.673340
	Iteration 0F: 2 clusters Score -1459533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1453052.250000 Penalty: 4471.346680
	Iteration 0F: 3 clusters Score -1453052 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1454892.250000 Penalty: 4471.346680
	Iteration 1F: 3 clusters Score -1454892 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1455179.000000 Penalty: 4471.346680
	Iteration 2F: 3 clusters Score -1455179 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1455364.625000 Penalty: 4471.346680
	Iteration 3Q: 3 clusters Score -1455365 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1455517.500000 Penalty: 4471.346680
	Iteration 4Q: 3 clusters Score -1455518 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1455656.750000 Penalty: 4471.346680
	Iteration 5Q: 3 clusters Score -1455657 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1455795.625000 Penalty: 4471.346680
	Iteration 6Q: 3 clusters Score -1455796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1455940.625000 Penalty: 4471.346680
	Iteration 7Q: 3 clusters Score -1455941 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1456073.125000 Penalty: 4471.346680
	Iteration 8Q: 3 clusters Score -1456073 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1456189.500000 Penalty: 4471.346680
	Iteration 9Q: 3 clusters Score -1456190 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1456306.250000 Penalty: 4471.346680
	Iteration 10Q: 3 clusters Score -1456306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1456404.375000 Penalty: 4471.346680
	Iteration 11Q: 3 clusters Score -1456404 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1456494.250000 Penalty: 4471.346680
	Iteration 12Q: 3 clusters Score -1456494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1456570.500000 Penalty: 4471.346680
	Iteration 13Q: 3 clusters Score -1456570 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1456626.250000 Penalty: 4471.346680
	Iteration 14Q: 3 clusters Score -1456626 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1456672.875000 Penalty: 4471.346680
	Iteration 15Q: 3 clusters Score -1456673 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1456703.000000 Penalty: 4471.346680
	Iteration 16Q: 3 clusters Score -1456703 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1456736.125000 Penalty: 4471.346680
	Iteration 17Q: 3 clusters Score -1456736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1456776.625000 Penalty: 4471.346680
	Iteration 18Q: 3 clusters Score -1456777 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1456805.000000 Penalty: 4471.346680
	Iteration 19Q: 3 clusters Score -1456805 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1456827.375000 Penalty: 4471.346680
	Iteration 20F: 3 clusters Score -1456827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1456850.000000 Penalty: 4471.346680
	Iteration 21Q: 3 clusters Score -1456850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1456875.375000 Penalty: 4471.346680
	Iteration 22Q: 3 clusters Score -1456875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1456895.500000 Penalty: 4471.346680
	Iteration 23Q: 3 clusters Score -1456896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1456920.000000 Penalty: 4471.346680
	Iteration 24Q: 3 clusters Score -1456920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1456936.625000 Penalty: 4471.346680
	Iteration 25Q: 3 clusters Score -1456937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1456943.375000 Penalty: 4471.346680
	Iteration 26Q: 3 clusters Score -1456943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1456944.375000 Penalty: 4471.346680
	Iteration 27Q: 3 clusters Score -1456944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1456951.625000 Penalty: 4471.346680
	Iteration 28Q: 3 clusters Score -1456952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1456959.875000 Penalty: 4471.346680
	Iteration 29Q: 3 clusters Score -1456960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1456963.000000 Penalty: 4471.346680
	Iteration 30Q: 3 clusters Score -1456963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1456967.250000 Penalty: 4471.346680
	Iteration 31Q: 3 clusters Score -1456967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1456974.125000 Penalty: 4471.346680
	Iteration 32Q: 3 clusters Score -1456974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1456983.750000 Penalty: 4471.346680
	Iteration 33Q: 3 clusters Score -1456984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1456987.875000 Penalty: 4471.346680
	Iteration 34Q: 3 clusters Score -1456988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1457001.750000 Penalty: 4471.346680
	Iteration 35Q: 3 clusters Score -1457002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1457010.375000 Penalty: 4471.346680
	Iteration 36Q: 3 clusters Score -1457010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1457016.500000 Penalty: 4471.346680
	Iteration 37Q: 3 clusters Score -1457016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1457021.625000 Penalty: 4471.346680
	Iteration 38Q: 3 clusters Score -1457022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1457028.375000 Penalty: 4471.346680
	Iteration 39Q: 3 clusters Score -1457028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1457037.000000 Penalty: 4471.346680
	Iteration 40F: 3 clusters Score -1457037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1457041.500000 Penalty: 4471.346680
	Iteration 41Q: 3 clusters Score -1457042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1457051.375000 Penalty: 4471.346680
	Iteration 42Q: 3 clusters Score -1457051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1457055.625000 Penalty: 4471.346680
	Iteration 43Q: 3 clusters Score -1457056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1457062.000000 Penalty: 4471.346680
	Iteration 44Q: 3 clusters Score -1457062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1457072.125000 Penalty: 4471.346680
	Iteration 45Q: 3 clusters Score -1457072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1457085.500000 Penalty: 4471.346680
	Iteration 46Q: 3 clusters Score -1457086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1457090.875000 Penalty: 4471.346680
	Iteration 47Q: 3 clusters Score -1457091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1457100.000000 Penalty: 4471.346680
	Iteration 48Q: 3 clusters Score -1457100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1457114.250000 Penalty: 4471.346680
	Iteration 49Q: 3 clusters Score -1457114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1457119.500000 Penalty: 4471.346680
	Iteration 50Q: 3 clusters Score -1457120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1457131.125000 Penalty: 4471.346680
	Iteration 51Q: 3 clusters Score -1457131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1457142.875000 Penalty: 4471.346680
	Iteration 52Q: 3 clusters Score -1457143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1457143.125000 Penalty: 4471.346680
	Iteration 53Q: 3 clusters Score -1457143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1457153.250000 Penalty: 4471.346680
	Iteration 54Q: 3 clusters Score -1457153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1457157.875000 Penalty: 4471.346680
	Iteration 55Q: 3 clusters Score -1457158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1457162.875000 Penalty: 4471.346680
	Iteration 56Q: 3 clusters Score -1457163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1457175.000000 Penalty: 4471.346680
	Iteration 57Q: 3 clusters Score -1457175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1457185.250000 Penalty: 4471.346680
	Iteration 58Q: 3 clusters Score -1457185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1457194.750000 Penalty: 4471.346680
	Iteration 59Q: 3 clusters Score -1457195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1457203.625000 Penalty: 4471.346680
	Iteration 60F: 3 clusters Score -1457204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1457215.125000 Penalty: 4471.346680
	Iteration 61Q: 3 clusters Score -1457215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1457225.000000 Penalty: 4471.346680
	Iteration 62Q: 3 clusters Score -1457225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1457233.750000 Penalty: 4471.346680
	Iteration 63Q: 3 clusters Score -1457234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1457244.750000 Penalty: 4471.346680
	Iteration 64Q: 3 clusters Score -1457245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1457257.625000 Penalty: 4471.346680
	Iteration 65Q: 3 clusters Score -1457258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1457270.000000 Penalty: 4471.346680
	Iteration 66Q: 3 clusters Score -1457270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1457278.625000 Penalty: 4471.346680
	Iteration 67Q: 3 clusters Score -1457279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1457293.750000 Penalty: 4471.346680
	Iteration 68Q: 3 clusters Score -1457294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1457304.875000 Penalty: 4471.346680
	Iteration 69Q: 3 clusters Score -1457305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1457312.875000 Penalty: 4471.346680
	Iteration 70Q: 3 clusters Score -1457313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1457322.125000 Penalty: 4471.346680
	Iteration 71Q: 3 clusters Score -1457322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1457332.125000 Penalty: 4471.346680
	Iteration 72Q: 3 clusters Score -1457332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1457339.750000 Penalty: 4471.346680
	Iteration 73Q: 3 clusters Score -1457340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1457357.875000 Penalty: 4471.346680
	Iteration 74Q: 3 clusters Score -1457358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1457368.125000 Penalty: 4471.346680
	Iteration 75Q: 3 clusters Score -1457368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1457377.750000 Penalty: 4471.346680
	Iteration 76Q: 3 clusters Score -1457378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1457385.750000 Penalty: 4471.346680
	Iteration 77Q: 3 clusters Score -1457386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1457394.250000 Penalty: 4471.346680
	Iteration 78Q: 3 clusters Score -1457394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1457402.750000 Penalty: 4471.346680
	Iteration 79Q: 3 clusters Score -1457403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1457410.625000 Penalty: 4471.346680
	Iteration 80F: 3 clusters Score -1457411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1457424.125000 Penalty: 4471.346680
	Iteration 81Q: 3 clusters Score -1457424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1457438.125000 Penalty: 4471.346680
	Iteration 82Q: 3 clusters Score -1457438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1457448.875000 Penalty: 4471.346680
	Iteration 83Q: 3 clusters Score -1457449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1457458.500000 Penalty: 4471.346680
	Iteration 84Q: 3 clusters Score -1457458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1457473.500000 Penalty: 4471.346680
	Iteration 85Q: 3 clusters Score -1457474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1457480.375000 Penalty: 4471.346680
	Iteration 86Q: 3 clusters Score -1457480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1457491.125000 Penalty: 4471.346680
	Iteration 87Q: 3 clusters Score -1457491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1457499.375000 Penalty: 4471.346680
	Iteration 88Q: 3 clusters Score -1457499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1457508.250000 Penalty: 4471.346680
	Iteration 89Q: 3 clusters Score -1457508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1457517.500000 Penalty: 4471.346680
	Iteration 90Q: 3 clusters Score -1457518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1457526.875000 Penalty: 4471.346680
	Iteration 91Q: 3 clusters Score -1457527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1457535.875000 Penalty: 4471.346680
	Iteration 92Q: 3 clusters Score -1457536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1457538.625000 Penalty: 4471.346680
	Iteration 93Q: 3 clusters Score -1457539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1457542.125000 Penalty: 4471.346680
	Iteration 94Q: 3 clusters Score -1457542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1457545.750000 Penalty: 4471.346680
	Iteration 95Q: 3 clusters Score -1457546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1457550.375000 Penalty: 4471.346680
	Iteration 96Q: 3 clusters Score -1457550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1457553.875000 Penalty: 4471.346680
	Iteration 97Q: 3 clusters Score -1457554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1457557.500000 Penalty: 4471.346680
	Iteration 98Q: 3 clusters Score -1457558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1457563.250000 Penalty: 4471.346680
	Iteration 99Q: 3 clusters Score -1457563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1457564.875000 Penalty: 4471.346680
	Iteration 100F: 3 clusters Score -1457565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1457570.625000 Penalty: 4471.346680
	Iteration 101Q: 3 clusters Score -1457571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1457574.875000 Penalty: 4471.346680
	Iteration 102Q: 3 clusters Score -1457575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1457582.250000 Penalty: 4471.346680
	Iteration 103Q: 3 clusters Score -1457582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1457586.625000 Penalty: 4471.346680
	Iteration 104Q: 3 clusters Score -1457587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1457585.375000 Penalty: 4471.346680
	Iteration 105Q: 3 clusters Score -1457585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1457589.750000 Penalty: 4471.346680
	Iteration 106Q: 3 clusters Score -1457590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1457589.125000 Penalty: 4471.346680
	Iteration 107Q: 3 clusters Score -1457589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1457587.875000 Penalty: 4471.346680
	Iteration 108Q: 3 clusters Score -1457588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1457587.875000 Penalty: 4471.346680
	Iteration 109F: 3 clusters Score -1457588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Entering Unmasked Estep 
Score: -2396015.750000 Penalty: 2360.639404
	Iteration 0F: 2 clusters Score -2396016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2386113.500000 Penalty: 4721.278809
	Iteration 0F: 3 clusters Score -2386114 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2389167.750000 Penalty: 4721.278809
	Iteration 1F: 3 clusters Score -2389168 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2389497.750000 Penalty: 4721.278809
	Iteration 2F: 3 clusters Score -2389498 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2389746.000000 Penalty: 4721.278809
	Iteration 3Q: 3 clusters Score -2389746 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2389945.000000 Penalty: 4721.278809
	Iteration 4Q: 3 clusters Score -2389945 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2390129.500000 Penalty: 4721.278809
	Iteration 5Q: 3 clusters Score -2390130 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2390306.000000 Penalty: 4721.278809
	Iteration 6Q: 3 clusters Score -2390306 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2390512.250000 Penalty: 4721.278809
	Iteration 7Q: 3 clusters Score -2390512 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2390745.750000 Penalty: 4721.278809
	Iteration 8Q: 3 clusters Score -2390746 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2391021.750000 Penalty: 4721.278809
	Iteration 9Q: 3 clusters Score -2391022 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2391337.000000 Penalty: 4721.278809
	Iteration 10Q: 3 clusters Score -2391337 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2391745.750000 Penalty: 4721.278809
	Iteration 11Q: 3 clusters Score -2391746 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2392248.250000 Penalty: 4721.278809
	Iteration 12Q: 3 clusters Score -2392248 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2392815.750000 Penalty: 4721.278809
	Iteration 13Q: 3 clusters Score -2392816 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2393411.000000 Penalty: 4721.278809
	Iteration 14Q: 3 clusters Score -2393411 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2393954.750000 Penalty: 4721.278809
	Iteration 15Q: 3 clusters Score -2393955 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2394450.750000 Penalty: 4721.278809
	Iteration 16Q: 3 clusters Score -2394451 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2394848.000000 Penalty: 4721.278809
	Iteration 17Q: 3 clusters Score -2394848 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2395170.000000 Penalty: 4721.278809
	Iteration 18Q: 3 clusters Score -2395170 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2395450.500000 Penalty: 4721.278809
	Iteration 19Q: 3 clusters Score -2395450 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2395645.000000 Penalty: 4721.278809
	Iteration 20F: 3 clusters Score -2395645 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2395753.250000 Penalty: 4721.278809
	Iteration 21Q: 3 clusters Score -2395753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2395793.250000 Penalty: 4721.278809
	Iteration 22Q: 3 clusters Score -2395793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2395813.000000 Penalty: 4721.278809
	Iteration 23Q: 3 clusters Score -2395813 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2395835.750000 Penalty: 4721.278809
	Iteration 24Q: 3 clusters Score -2395836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2395853.250000 Penalty: 4721.278809
	Iteration 25Q: 3 clusters Score -2395853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2395873.000000 Penalty: 4721.278809
	Iteration 26Q: 3 clusters Score -2395873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2395881.750000 Penalty: 4721.278809
	Iteration 27Q: 3 clusters Score -2395882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2395894.750000 Penalty: 4721.278809
	Iteration 28Q: 3 clusters Score -2395895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2395905.000000 Penalty: 4721.278809
	Iteration 29Q: 3 clusters Score -2395905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2395908.500000 Penalty: 4721.278809
	Iteration 30Q: 3 clusters Score -2395908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2395910.750000 Penalty: 4721.278809
	Iteration 31Q: 3 clusters Score -2395911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2395914.250000 Penalty: 4721.278809
	Iteration 32Q: 3 clusters Score -2395914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2395913.750000 Penalty: 4721.278809
	Iteration 33Q: 3 clusters Score -2395914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2395920.000000 Penalty: 4721.278809
	Iteration 34Q: 3 clusters Score -2395920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2395919.250000 Penalty: 4721.278809
	Iteration 35Q: 3 clusters Score -2395919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2395917.500000 Penalty: 4721.278809
	Iteration 36Q: 3 clusters Score -2395918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2395919.750000 Penalty: 4721.278809
	Iteration 37Q: 3 clusters Score -2395920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2395925.250000 Penalty: 4721.278809
	Iteration 38Q: 3 clusters Score -2395925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2395925.250000 Penalty: 4721.278809
	Iteration 39F: 3 clusters Score -2395925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -261796.937500 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -261796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -259517.156250 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -259517.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -260362.390625 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -260362.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -260790.296875 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -260790.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -261029.406250 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -261029.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -261155.656250 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -261155.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -261203.828125 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -261203.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261249.390625 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -261249.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -261293.406250 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -261293.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -261321.375000 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -261321.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -261342.359375 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -261342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261350.203125 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -261350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261357.328125 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -261357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -261363.515625 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -261363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261364.265625 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -261364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -261365.734375 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -261365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -261368.671875 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -261368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -261374.937500 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -261374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -261381.500000 Penalty: 3684.158447
	Iteration 17Q: 3 clusters Score -261381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261384.296875 Penalty: 3684.158447
	Iteration 18Q: 3 clusters Score -261384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -261389.187500 Penalty: 3684.158447
	Iteration 19Q: 3 clusters Score -261389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -261396.468750 Penalty: 3684.158447
	Iteration 20F: 3 clusters Score -261396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -261402.484375 Penalty: 3684.158447
	Iteration 21Q: 3 clusters Score -261402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -261403.875000 Penalty: 3684.158447
	Iteration 22Q: 3 clusters Score -261403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261403.921875 Penalty: 3684.158447
	Iteration 23Q: 3 clusters Score -261403.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261403.921875 Penalty: 3684.158447
	Iteration 24F: 3 clusters Score -261403.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (47894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Entering Unmasked Estep 
Score: -8648904.000000 Penalty: 2672.633057
	Iteration 0F: 2 clusters Score -8648904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -8618574.000000 Penalty: 5345.266113
	Iteration 0F: 3 clusters Score -8618574 nChanged 22148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -8630806.000000 Penalty: 5345.266113
	Iteration 1F: 3 clusters Score -8630806 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -8631200.000000 Penalty: 5345.266113
	Iteration 2Q: 3 clusters Score -8631200 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -8631582.000000 Penalty: 5345.266113
	Iteration 3Q: 3 clusters Score -8631582 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -8632019.000000 Penalty: 5345.266113
	Iteration 4Q: 3 clusters Score -8632019 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -8632575.000000 Penalty: 5345.266113
	Iteration 5Q: 3 clusters Score -8632575 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -8633458.000000 Penalty: 5345.266113
	Iteration 6Q: 3 clusters Score -8633458 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -8634906.000000 Penalty: 5345.266113
	Iteration 7F: 3 clusters Score -8634906 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -8637379.000000 Penalty: 5345.266113
	Iteration 8F: 3 clusters Score -8637379 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8640401.000000 Penalty: 5345.266113
	Iteration 9F: 3 clusters Score -8640401 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -8643245.000000 Penalty: 5345.266113
	Iteration 10F: 3 clusters Score -8643245 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -8645131.000000 Penalty: 5345.266113
	Iteration 11Q: 3 clusters Score -8645131 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8645993.000000 Penalty: 5345.266113
	Iteration 12Q: 3 clusters Score -8645993 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -8646329.000000 Penalty: 5345.266113
	Iteration 13Q: 3 clusters Score -8646329 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -8646454.000000 Penalty: 5345.266113
	Iteration 14Q: 3 clusters Score -8646454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -8646537.000000 Penalty: 5345.266113
	Iteration 15Q: 3 clusters Score -8646537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -8646590.000000 Penalty: 5345.266113
	Iteration 16Q: 3 clusters Score -8646590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -8646612.000000 Penalty: 5345.266113
	Iteration 17Q: 3 clusters Score -8646612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -8646613.000000 Penalty: 5345.266113
	Iteration 18Q: 3 clusters Score -8646613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -8646640.000000 Penalty: 5345.266113
	Iteration 19Q: 3 clusters Score -8646640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -8646652.000000 Penalty: 5345.266113
	Iteration 20F: 3 clusters Score -8646652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -8646674.000000 Penalty: 5345.266113
	Iteration 21Q: 3 clusters Score -8646674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -8646679.000000 Penalty: 5345.266113
	Iteration 22Q: 3 clusters Score -8646679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -8646683.000000 Penalty: 5345.266113
	Iteration 23Q: 3 clusters Score -8646683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -8646683.000000 Penalty: 5345.266113
	Iteration 24F: 3 clusters Score -8646683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Entering Unmasked Estep 
Score: -8135026.500000 Penalty: 2657.197754
	Iteration 0F: 2 clusters Score -8135026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -8105175.000000 Penalty: 5314.395508
	Iteration 0F: 3 clusters Score -8105175 nChanged 20732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -8116757.500000 Penalty: 5314.395508
	Iteration 1F: 3 clusters Score -8116758 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8117279.000000 Penalty: 5314.395508
	Iteration 2Q: 3 clusters Score -8117279 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8117700.000000 Penalty: 5314.395508
	Iteration 3Q: 3 clusters Score -8117700 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -8118146.500000 Penalty: 5314.395508
	Iteration 4Q: 3 clusters Score -8118146 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -8118584.500000 Penalty: 5314.395508
	Iteration 5Q: 3 clusters Score -8118584 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -8119040.500000 Penalty: 5314.395508
	Iteration 6Q: 3 clusters Score -8119040 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -8119574.000000 Penalty: 5314.395508
	Iteration 7Q: 3 clusters Score -8119574 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -8120187.500000 Penalty: 5314.395508
	Iteration 8Q: 3 clusters Score -8120188 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -8120898.500000 Penalty: 5314.395508
	Iteration 9Q: 3 clusters Score -8120898 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -8121802.000000 Penalty: 5314.395508
	Iteration 10Q: 3 clusters Score -8121802 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -8122944.500000 Penalty: 5314.395508
	Iteration 11Q: 3 clusters Score -8122944 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8124205.000000 Penalty: 5314.395508
	Iteration 12Q: 3 clusters Score -8124205 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -8125255.000000 Penalty: 5314.395508
	Iteration 13Q: 3 clusters Score -8125255 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -8125952.000000 Penalty: 5314.395508
	Iteration 14Q: 3 clusters Score -8125952 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -8126376.000000 Penalty: 5314.395508
	Iteration 15Q: 3 clusters Score -8126376 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -8126599.000000 Penalty: 5314.395508
	Iteration 16Q: 3 clusters Score -8126599 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -8126814.000000 Penalty: 5314.395508
	Iteration 17Q: 3 clusters Score -8126814 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -8126998.500000 Penalty: 5314.395508
	Iteration 18Q: 3 clusters Score -8126998 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -8127215.000000 Penalty: 5314.395508
	Iteration 19Q: 3 clusters Score -8127215 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -8127474.000000 Penalty: 5314.395508
	Iteration 20F: 3 clusters Score -8127474 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -8127725.500000 Penalty: 5314.395508
	Iteration 21Q: 3 clusters Score -8127726 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -8127991.000000 Penalty: 5314.395508
	Iteration 22Q: 3 clusters Score -8127991 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8128267.500000 Penalty: 5314.395508
	Iteration 23Q: 3 clusters Score -8128268 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -8128572.500000 Penalty: 5314.395508
	Iteration 24Q: 3 clusters Score -8128572 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -8128905.500000 Penalty: 5314.395508
	Iteration 25Q: 3 clusters Score -8128906 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8129267.000000 Penalty: 5314.395508
	Iteration 26Q: 3 clusters Score -8129267 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8129694.500000 Penalty: 5314.395508
	Iteration 27Q: 3 clusters Score -8129694 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -8130084.000000 Penalty: 5314.395508
	Iteration 28Q: 3 clusters Score -8130084 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8130497.500000 Penalty: 5314.395508
	Iteration 29Q: 3 clusters Score -8130498 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8130865.000000 Penalty: 5314.395508
	Iteration 30Q: 3 clusters Score -8130865 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8131243.000000 Penalty: 5314.395508
	Iteration 31Q: 3 clusters Score -8131243 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8131545.000000 Penalty: 5314.395508
	Iteration 32Q: 3 clusters Score -8131545 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8131866.500000 Penalty: 5314.395508
	Iteration 33Q: 3 clusters Score -8131866 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8132092.000000 Penalty: 5314.395508
	Iteration 34Q: 3 clusters Score -8132092 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8132243.000000 Penalty: 5314.395508
	Iteration 35Q: 3 clusters Score -8132243 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8132393.000000 Penalty: 5314.395508
	Iteration 36Q: 3 clusters Score -8132393 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8132489.500000 Penalty: 5314.395508
	Iteration 37Q: 3 clusters Score -8132490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8132547.500000 Penalty: 5314.395508
	Iteration 38Q: 3 clusters Score -8132548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8132615.500000 Penalty: 5314.395508
	Iteration 39Q: 3 clusters Score -8132616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8132660.000000 Penalty: 5314.395508
	Iteration 40F: 3 clusters Score -8132660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8132685.000000 Penalty: 5314.395508
	Iteration 41Q: 3 clusters Score -8132685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8132707.000000 Penalty: 5314.395508
	Iteration 42Q: 3 clusters Score -8132707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8132721.000000 Penalty: 5314.395508
	Iteration 43Q: 3 clusters Score -8132721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8132736.000000 Penalty: 5314.395508
	Iteration 44Q: 3 clusters Score -8132736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8132734.500000 Penalty: 5314.395508
	Iteration 45Q: 3 clusters Score -8132734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8132741.500000 Penalty: 5314.395508
	Iteration 46Q: 3 clusters Score -8132742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8132746.500000 Penalty: 5314.395508
	Iteration 47Q: 3 clusters Score -8132746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8132743.500000 Penalty: 5314.395508
	Iteration 48Q: 3 clusters Score -8132744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8132753.500000 Penalty: 5314.395508
	Iteration 49Q: 3 clusters Score -8132754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8132753.500000 Penalty: 5314.395508
	Iteration 50F: 3 clusters Score -8132754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -1847359.500000 Penalty: 2293.795654
	Iteration 0F: 2 clusters Score -1847360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1839477.125000 Penalty: 4587.591309
	Iteration 0F: 3 clusters Score -1839477 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1841693.875000 Penalty: 4587.591309
	Iteration 1F: 3 clusters Score -1841694 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1841983.250000 Penalty: 4587.591309
	Iteration 2F: 3 clusters Score -1841983 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1842182.250000 Penalty: 4587.591309
	Iteration 3Q: 3 clusters Score -1842182 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1842353.250000 Penalty: 4587.591309
	Iteration 4Q: 3 clusters Score -1842353 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1842518.125000 Penalty: 4587.591309
	Iteration 5Q: 3 clusters Score -1842518 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1842697.375000 Penalty: 4587.591309
	Iteration 6Q: 3 clusters Score -1842697 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1842899.875000 Penalty: 4587.591309
	Iteration 7Q: 3 clusters Score -1842900 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1843123.750000 Penalty: 4587.591309
	Iteration 8Q: 3 clusters Score -1843124 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1843398.250000 Penalty: 4587.591309
	Iteration 9Q: 3 clusters Score -1843398 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1843753.625000 Penalty: 4587.591309
	Iteration 10Q: 3 clusters Score -1843754 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1844143.750000 Penalty: 4587.591309
	Iteration 11Q: 3 clusters Score -1844144 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1844552.000000 Penalty: 4587.591309
	Iteration 12Q: 3 clusters Score -1844552 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1844850.000000 Penalty: 4587.591309
	Iteration 13Q: 3 clusters Score -1844850 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1845099.000000 Penalty: 4587.591309
	Iteration 14Q: 3 clusters Score -1845099 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1845274.000000 Penalty: 4587.591309
	Iteration 15Q: 3 clusters Score -1845274 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1845409.125000 Penalty: 4587.591309
	Iteration 16Q: 3 clusters Score -1845409 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1845520.125000 Penalty: 4587.591309
	Iteration 17Q: 3 clusters Score -1845520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1845586.500000 Penalty: 4587.591309
	Iteration 18Q: 3 clusters Score -1845586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1845628.625000 Penalty: 4587.591309
	Iteration 19Q: 3 clusters Score -1845629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1845651.875000 Penalty: 4587.591309
	Iteration 20F: 3 clusters Score -1845652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1845671.250000 Penalty: 4587.591309
	Iteration 21Q: 3 clusters Score -1845671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1845679.625000 Penalty: 4587.591309
	Iteration 22Q: 3 clusters Score -1845680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1845690.000000 Penalty: 4587.591309
	Iteration 23Q: 3 clusters Score -1845690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1845696.375000 Penalty: 4587.591309
	Iteration 24Q: 3 clusters Score -1845696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1845697.000000 Penalty: 4587.591309
	Iteration 25Q: 3 clusters Score -1845697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1845700.875000 Penalty: 4587.591309
	Iteration 26Q: 3 clusters Score -1845701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1845702.375000 Penalty: 4587.591309
	Iteration 27Q: 3 clusters Score -1845702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1845703.250000 Penalty: 4587.591309
	Iteration 28Q: 3 clusters Score -1845703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1845703.250000 Penalty: 4587.591309
	Iteration 29F: 3 clusters Score -1845703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -104731.750000 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -104731.8 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 355 members 
Entering Unmasked Estep 
Score: -103029.265625 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -103029.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103419.437500 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -103419.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103630.414062 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -103630.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103750.515625 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -103750.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103870.585938 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -103870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103964.421875 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -103964.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104089.031250 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -104089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104146.109375 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -104146.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104199.312500 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -104199.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -104223.710938 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -104223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104235.031250 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -104235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104240.640625 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -104240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104248.023438 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -104248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104251.843750 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -104251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104260.554688 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -104260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104262.273438 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -104262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104263.539062 Penalty: 3314.325684
	Iteration 16Q: 3 clusters Score -104263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104264.156250 Penalty: 3314.325684
	Iteration 17Q: 3 clusters Score -104264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104264.921875 Penalty: 3314.325684
	Iteration 18Q: 3 clusters Score -104264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104265.437500 Penalty: 3314.325684
	Iteration 19Q: 3 clusters Score -104265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -104276.382812 Penalty: 3314.325684
	Iteration 20F: 3 clusters Score -104276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -104320.500000 Penalty: 3314.325684
	Iteration 21Q: 3 clusters Score -104320.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104339.843750 Penalty: 3314.325684
	Iteration 22Q: 3 clusters Score -104339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104350.148438 Penalty: 3314.325684
	Iteration 23Q: 3 clusters Score -104350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104362.968750 Penalty: 3314.325684
	Iteration 24Q: 3 clusters Score -104363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104379.398438 Penalty: 3314.325684
	Iteration 25Q: 3 clusters Score -104379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104391.507812 Penalty: 3314.325684
	Iteration 26Q: 3 clusters Score -104391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104420.828125 Penalty: 3314.325684
	Iteration 27Q: 3 clusters Score -104420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104446.718750 Penalty: 3314.325684
	Iteration 28Q: 3 clusters Score -104446.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104467.687500 Penalty: 3314.325684
	Iteration 29Q: 3 clusters Score -104467.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -104505.437500 Penalty: 3314.325684
	Iteration 30Q: 3 clusters Score -104505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104518.984375 Penalty: 3314.325684
	Iteration 31Q: 3 clusters Score -104519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -104522.718750 Penalty: 3314.325684
	Iteration 32Q: 3 clusters Score -104522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104524.125000 Penalty: 3314.325684
	Iteration 33Q: 3 clusters Score -104524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104524.125000 Penalty: 3314.325684
	Iteration 34F: 3 clusters Score -104524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -260836.078125 Penalty: 1822.928101
	Iteration 0F: 2 clusters Score -260836.1 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 809 members 
Entering Unmasked Estep 
Score: -258578.890625 Penalty: 3645.856201
	Iteration 0F: 3 clusters Score -258578.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -259210.578125 Penalty: 3645.856201
	Iteration 1F: 3 clusters Score -259210.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -259486.328125 Penalty: 3645.856201
	Iteration 2F: 3 clusters Score -259486.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -259686.171875 Penalty: 3645.856201
	Iteration 3F: 3 clusters Score -259686.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259910.593750 Penalty: 3645.856201
	Iteration 4F: 3 clusters Score -259910.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -260233.671875 Penalty: 3645.856201
	Iteration 5F: 3 clusters Score -260233.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -260611.984375 Penalty: 3645.856201
	Iteration 6F: 3 clusters Score -260612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -260837.343750 Penalty: 3645.856201
	Iteration 7Q: 3 clusters Score -260837.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -260969.593750 Penalty: 3645.856201
	Iteration 8Q: 3 clusters Score -260969.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -261073.031250 Penalty: 3645.856201
	Iteration 9Q: 3 clusters Score -261073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -261189.328125 Penalty: 3645.856201
	Iteration 10Q: 3 clusters Score -261189.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -261296.062500 Penalty: 3645.856201
	Iteration 11Q: 3 clusters Score -261296.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261390.656250 Penalty: 3645.856201
	Iteration 12Q: 3 clusters Score -261390.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261469.734375 Penalty: 3645.856201
	Iteration 13Q: 3 clusters Score -261469.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261558.437500 Penalty: 3645.856201
	Iteration 14Q: 3 clusters Score -261558.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -261682.140625 Penalty: 3645.856201
	Iteration 15Q: 3 clusters Score -261682.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -261762.828125 Penalty: 3645.856201
	Iteration 16Q: 3 clusters Score -261762.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261787.343750 Penalty: 3645.856201
	Iteration 17Q: 3 clusters Score -261787.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -261797.468750 Penalty: 3645.856201
	Iteration 18Q: 3 clusters Score -261797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261798.359375 Penalty: 3645.856201
	Iteration 19Q: 3 clusters Score -261798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261798.359375 Penalty: 3645.856201
	Iteration 20F: 3 clusters Score -261798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 45667 members 
Mstep: Class 3 contains 35458 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40430 members 
Mstep: Class 7 contains 48917 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 41518 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12214 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 37870 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 39408 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 13612 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47894 members 
Mstep: Class 27 contains 45004 members 
Mstep: Class 28 contains 10396 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 40992 members 
Mstep: Class 32 contains 48379 members 
Mstep: Class 33 contains 70259 members 
Mstep: Class 34 contains 40325 members 
Mstep: Class 35 contains 40947 members 
Mstep: Class 36 contains 14299 members 
Mstep: Class 37 contains 38761 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44139 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47001 members 
Mstep: Class 42 contains 46484 members 
Mstep: Class 43 contains 1017 members 
Entering Unmasked Estep 
Score: -196420400.000000 Penalty: 148555.890625
Splitting cluster 30 changes total score from -196421264.000000 to -196420400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (40992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Entering Unmasked Estep 
Score: -7296140.000000 Penalty: 2634.040771
	Iteration 0F: 2 clusters Score -7296140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -7268699.000000 Penalty: 5268.081543
	Iteration 0F: 3 clusters Score -7268699 nChanged 18713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -7278883.000000 Penalty: 5268.081543
	Iteration 1F: 3 clusters Score -7278883 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -7279446.000000 Penalty: 5268.081543
	Iteration 2Q: 3 clusters Score -7279446 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -7279921.000000 Penalty: 5268.081543
	Iteration 3Q: 3 clusters Score -7279921 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -7280452.000000 Penalty: 5268.081543
	Iteration 4Q: 3 clusters Score -7280452 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -7281077.000000 Penalty: 5268.081543
	Iteration 5Q: 3 clusters Score -7281077 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -7281710.500000 Penalty: 5268.081543
	Iteration 6Q: 3 clusters Score -7281710 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -7282541.500000 Penalty: 5268.081543
	Iteration 7Q: 3 clusters Score -7282542 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -7283601.000000 Penalty: 5268.081543
	Iteration 8Q: 3 clusters Score -7283601 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -7284886.500000 Penalty: 5268.081543
	Iteration 9Q: 3 clusters Score -7284886 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -7286320.000000 Penalty: 5268.081543
	Iteration 10F: 3 clusters Score -7286320 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -7287737.000000 Penalty: 5268.081543
	Iteration 11Q: 3 clusters Score -7287737 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -7289039.000000 Penalty: 5268.081543
	Iteration 12Q: 3 clusters Score -7289039 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -7290117.500000 Penalty: 5268.081543
	Iteration 13Q: 3 clusters Score -7290118 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7291040.000000 Penalty: 5268.081543
	Iteration 14Q: 3 clusters Score -7291040 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7291768.000000 Penalty: 5268.081543
	Iteration 15Q: 3 clusters Score -7291768 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7292374.000000 Penalty: 5268.081543
	Iteration 16Q: 3 clusters Score -7292374 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7292828.000000 Penalty: 5268.081543
	Iteration 17Q: 3 clusters Score -7292828 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7293192.000000 Penalty: 5268.081543
	Iteration 18Q: 3 clusters Score -7293192 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7293467.500000 Penalty: 5268.081543
	Iteration 19Q: 3 clusters Score -7293468 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7293685.500000 Penalty: 5268.081543
	Iteration 20F: 3 clusters Score -7293686 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7293816.000000 Penalty: 5268.081543
	Iteration 21Q: 3 clusters Score -7293816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7293872.000000 Penalty: 5268.081543
	Iteration 22Q: 3 clusters Score -7293872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7293937.000000 Penalty: 5268.081543
	Iteration 23Q: 3 clusters Score -7293937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7293969.500000 Penalty: 5268.081543
	Iteration 24Q: 3 clusters Score -7293970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7294017.500000 Penalty: 5268.081543
	Iteration 25Q: 3 clusters Score -7294018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7294044.000000 Penalty: 5268.081543
	Iteration 26Q: 3 clusters Score -7294044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7294061.000000 Penalty: 5268.081543
	Iteration 27Q: 3 clusters Score -7294061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7294076.000000 Penalty: 5268.081543
	Iteration 28Q: 3 clusters Score -7294076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7294096.000000 Penalty: 5268.081543
	Iteration 29Q: 3 clusters Score -7294096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7294106.000000 Penalty: 5268.081543
	Iteration 30Q: 3 clusters Score -7294106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7294111.000000 Penalty: 5268.081543
	Iteration 31Q: 3 clusters Score -7294111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7294115.000000 Penalty: 5268.081543
	Iteration 32Q: 3 clusters Score -7294115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7294141.500000 Penalty: 5268.081543
	Iteration 33Q: 3 clusters Score -7294142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7294153.000000 Penalty: 5268.081543
	Iteration 34Q: 3 clusters Score -7294153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7294167.000000 Penalty: 5268.081543
	Iteration 35Q: 3 clusters Score -7294167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7294163.500000 Penalty: 5268.081543
	Iteration 36Q: 3 clusters Score -7294164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7294168.500000 Penalty: 5268.081543
	Iteration 37Q: 3 clusters Score -7294168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7294179.500000 Penalty: 5268.081543
	Iteration 38Q: 3 clusters Score -7294180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7294176.500000 Penalty: 5268.081543
	Iteration 39Q: 3 clusters Score -7294176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7294176.000000 Penalty: 5268.081543
	Iteration 40F: 3 clusters Score -7294176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7294172.500000 Penalty: 5268.081543
	Iteration 41Q: 3 clusters Score -7294172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7294172.500000 Penalty: 5268.081543
	Iteration 42Q: 3 clusters Score -7294172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7294172.500000 Penalty: 5268.081543
	Iteration 43F: 3 clusters Score -7294172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Entering Unmasked Estep 
Score: -8597159.000000 Penalty: 2675.131592
	Iteration 0F: 2 clusters Score -8597159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -8566743.000000 Penalty: 5350.263184
	Iteration 0F: 3 clusters Score -8566743 nChanged 22091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -8579237.000000 Penalty: 5350.263184
	Iteration 1F: 3 clusters Score -8579237 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8580378.000000 Penalty: 5350.263184
	Iteration 2F: 3 clusters Score -8580378 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -8581955.000000 Penalty: 5350.263184
	Iteration 3F: 3 clusters Score -8581955 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -8584018.000000 Penalty: 5350.263184
	Iteration 4F: 3 clusters Score -8584018 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -8586316.000000 Penalty: 5350.263184
	Iteration 5F: 3 clusters Score -8586316 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -8588722.000000 Penalty: 5350.263184
	Iteration 6F: 3 clusters Score -8588722 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -8590693.000000 Penalty: 5350.263184
	Iteration 7F: 3 clusters Score -8590693 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8592036.000000 Penalty: 5350.263184
	Iteration 8Q: 3 clusters Score -8592036 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -8593009.000000 Penalty: 5350.263184
	Iteration 9Q: 3 clusters Score -8593009 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -8593686.000000 Penalty: 5350.263184
	Iteration 10Q: 3 clusters Score -8593686 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -8594136.000000 Penalty: 5350.263184
	Iteration 11Q: 3 clusters Score -8594136 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8594457.000000 Penalty: 5350.263184
	Iteration 12Q: 3 clusters Score -8594457 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -8594649.000000 Penalty: 5350.263184
	Iteration 13Q: 3 clusters Score -8594649 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -8594742.000000 Penalty: 5350.263184
	Iteration 14Q: 3 clusters Score -8594742 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -8594846.000000 Penalty: 5350.263184
	Iteration 15Q: 3 clusters Score -8594846 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8594966.000000 Penalty: 5350.263184
	Iteration 16Q: 3 clusters Score -8594966 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -8595038.000000 Penalty: 5350.263184
	Iteration 17Q: 3 clusters Score -8595038 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -8595104.000000 Penalty: 5350.263184
	Iteration 18Q: 3 clusters Score -8595104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8595115.000000 Penalty: 5350.263184
	Iteration 19Q: 3 clusters Score -8595115 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8595151.000000 Penalty: 5350.263184
	Iteration 20F: 3 clusters Score -8595151 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -8595181.000000 Penalty: 5350.263184
	Iteration 21Q: 3 clusters Score -8595181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -8595189.000000 Penalty: 5350.263184
	Iteration 22Q: 3 clusters Score -8595189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -8595179.000000 Penalty: 5350.263184
	Iteration 23Q: 3 clusters Score -8595179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -8595182.000000 Penalty: 5350.263184
	Iteration 24Q: 3 clusters Score -8595182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -8595175.000000 Penalty: 5350.263184
	Iteration 25Q: 3 clusters Score -8595175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8595181.000000 Penalty: 5350.263184
	Iteration 26Q: 3 clusters Score -8595181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -8595193.000000 Penalty: 5350.263184
	Iteration 27Q: 3 clusters Score -8595193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -8595194.000000 Penalty: 5350.263184
	Iteration 28Q: 3 clusters Score -8595194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -8595205.000000 Penalty: 5350.263184
	Iteration 29Q: 3 clusters Score -8595205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -8595209.000000 Penalty: 5350.263184
	Iteration 30Q: 3 clusters Score -8595209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -8595219.000000 Penalty: 5350.263184
	Iteration 31Q: 3 clusters Score -8595219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -8595228.000000 Penalty: 5350.263184
	Iteration 32Q: 3 clusters Score -8595228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -8595226.000000 Penalty: 5350.263184
	Iteration 33Q: 3 clusters Score -8595226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -8595222.000000 Penalty: 5350.263184
	Iteration 34Q: 3 clusters Score -8595222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -8595224.000000 Penalty: 5350.263184
	Iteration 35Q: 3 clusters Score -8595224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -8595223.000000 Penalty: 5350.263184
	Iteration 36Q: 3 clusters Score -8595223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -8595229.000000 Penalty: 5350.263184
	Iteration 37Q: 3 clusters Score -8595229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8595236.000000 Penalty: 5350.263184
	Iteration 38Q: 3 clusters Score -8595236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -8595239.000000 Penalty: 5350.263184
	Iteration 39Q: 3 clusters Score -8595239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8595235.000000 Penalty: 5350.263184
	Iteration 40F: 3 clusters Score -8595235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -8595245.000000 Penalty: 5350.263184
	Iteration 41Q: 3 clusters Score -8595245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -8595240.000000 Penalty: 5350.263184
	Iteration 42Q: 3 clusters Score -8595240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -8595242.000000 Penalty: 5350.263184
	Iteration 43Q: 3 clusters Score -8595242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -8595247.000000 Penalty: 5350.263184
	Iteration 44Q: 3 clusters Score -8595247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8595240.000000 Penalty: 5350.263184
	Iteration 45Q: 3 clusters Score -8595240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8595245.000000 Penalty: 5350.263184
	Iteration 46Q: 3 clusters Score -8595245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -8595241.000000 Penalty: 5350.263184
	Iteration 47Q: 3 clusters Score -8595241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -8595244.000000 Penalty: 5350.263184
	Iteration 48Q: 3 clusters Score -8595244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -8595243.000000 Penalty: 5350.263184
	Iteration 49Q: 3 clusters Score -8595243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -8595244.000000 Penalty: 5350.263184
	Iteration 50Q: 3 clusters Score -8595244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8595242.000000 Penalty: 5350.263184
	Iteration 51Q: 3 clusters Score -8595242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -8595241.000000 Penalty: 5350.263184
	Iteration 52Q: 3 clusters Score -8595241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -8595237.000000 Penalty: 5350.263184
	Iteration 53Q: 3 clusters Score -8595237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -8595238.000000 Penalty: 5350.263184
	Iteration 54Q: 3 clusters Score -8595238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -8595229.000000 Penalty: 5350.263184
	Iteration 55Q: 3 clusters Score -8595229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -8595230.000000 Penalty: 5350.263184
	Iteration 56Q: 3 clusters Score -8595230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -8595231.000000 Penalty: 5350.263184
	Iteration 57Q: 3 clusters Score -8595231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -8595229.000000 Penalty: 5350.263184
	Iteration 58Q: 3 clusters Score -8595229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -8595232.000000 Penalty: 5350.263184
	Iteration 59Q: 3 clusters Score -8595232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -8595235.000000 Penalty: 5350.263184
	Iteration 60F: 3 clusters Score -8595235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -8595239.000000 Penalty: 5350.263184
	Iteration 61Q: 3 clusters Score -8595239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -8595246.000000 Penalty: 5350.263184
	Iteration 62Q: 3 clusters Score -8595246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -8595243.000000 Penalty: 5350.263184
	Iteration 63Q: 3 clusters Score -8595243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -8595240.000000 Penalty: 5350.263184
	Iteration 64Q: 3 clusters Score -8595240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8595246.000000 Penalty: 5350.263184
	Iteration 65Q: 3 clusters Score -8595246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -8595244.000000 Penalty: 5350.263184
	Iteration 66Q: 3 clusters Score -8595244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -8595244.000000 Penalty: 5350.263184
	Iteration 67F: 3 clusters Score -8595244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (70259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Entering Unmasked Estep 
Score: -12363231.000000 Penalty: 2767.666016
	Iteration 0F: 2 clusters Score -1.236323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -12320980.000000 Penalty: 5535.332031
	Iteration 0F: 3 clusters Score -1.232098e+07 nChanged 33014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -12340174.000000 Penalty: 5535.332031
	Iteration 1F: 3 clusters Score -1.234017e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -12341199.000000 Penalty: 5535.332031
	Iteration 2Q: 3 clusters Score -1.23412e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -12342460.000000 Penalty: 5535.332031
	Iteration 3Q: 3 clusters Score -1.234246e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -12343802.000000 Penalty: 5535.332031
	Iteration 4F: 3 clusters Score -1.23438e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -12345311.000000 Penalty: 5535.332031
	Iteration 5F: 3 clusters Score -1.234531e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -12347084.000000 Penalty: 5535.332031
	Iteration 6F: 3 clusters Score -1.234708e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -12348812.000000 Penalty: 5535.332031
	Iteration 7F: 3 clusters Score -1.234881e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -12350557.000000 Penalty: 5535.332031
	Iteration 8F: 3 clusters Score -1.235056e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -12352796.000000 Penalty: 5535.332031
	Iteration 9F: 3 clusters Score -1.23528e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -12355022.000000 Penalty: 5535.332031
	Iteration 10Q: 3 clusters Score -1.235502e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -12357162.000000 Penalty: 5535.332031
	Iteration 11Q: 3 clusters Score -1.235716e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -12358673.000000 Penalty: 5535.332031
	Iteration 12Q: 3 clusters Score -1.235867e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12359640.000000 Penalty: 5535.332031
	Iteration 13Q: 3 clusters Score -1.235964e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -12360128.000000 Penalty: 5535.332031
	Iteration 14Q: 3 clusters Score -1.236013e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12360349.000000 Penalty: 5535.332031
	Iteration 15Q: 3 clusters Score -1.236035e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12360476.000000 Penalty: 5535.332031
	Iteration 16Q: 3 clusters Score -1.236048e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12360602.000000 Penalty: 5535.332031
	Iteration 17Q: 3 clusters Score -1.23606e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12360676.000000 Penalty: 5535.332031
	Iteration 18Q: 3 clusters Score -1.236068e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12360707.000000 Penalty: 5535.332031
	Iteration 19Q: 3 clusters Score -1.236071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12360731.000000 Penalty: 5535.332031
	Iteration 20F: 3 clusters Score -1.236073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12360727.000000 Penalty: 5535.332031
	Iteration 21Q: 3 clusters Score -1.236073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12360728.000000 Penalty: 5535.332031
	Iteration 22Q: 3 clusters Score -1.236073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12360752.000000 Penalty: 5535.332031
	Iteration 23Q: 3 clusters Score -1.236075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12360750.000000 Penalty: 5535.332031
	Iteration 24Q: 3 clusters Score -1.236075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12360751.000000 Penalty: 5535.332031
	Iteration 25Q: 3 clusters Score -1.236075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12360754.000000 Penalty: 5535.332031
	Iteration 26Q: 3 clusters Score -1.236075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12360756.000000 Penalty: 5535.332031
	Iteration 27Q: 3 clusters Score -1.236076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12360767.000000 Penalty: 5535.332031
	Iteration 28Q: 3 clusters Score -1.236077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12360762.000000 Penalty: 5535.332031
	Iteration 29Q: 3 clusters Score -1.236076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12360767.000000 Penalty: 5535.332031
	Iteration 30Q: 3 clusters Score -1.236077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12360775.000000 Penalty: 5535.332031
	Iteration 31Q: 3 clusters Score -1.236078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12360775.000000 Penalty: 5535.332031
	Iteration 32F: 3 clusters Score -1.236078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (40325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Entering Unmasked Estep 
Score: -7258123.500000 Penalty: 2629.972168
	Iteration 0F: 2 clusters Score -7258124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -7230999.000000 Penalty: 5259.944336
	Iteration 0F: 3 clusters Score -7230999 nChanged 18560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -7240968.500000 Penalty: 5259.944336
	Iteration 1F: 3 clusters Score -7240968 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -7241383.000000 Penalty: 5259.944336
	Iteration 2Q: 3 clusters Score -7241383 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -7241757.000000 Penalty: 5259.944336
	Iteration 3Q: 3 clusters Score -7241757 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -7242135.000000 Penalty: 5259.944336
	Iteration 4Q: 3 clusters Score -7242135 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7242543.000000 Penalty: 5259.944336
	Iteration 5Q: 3 clusters Score -7242543 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -7242910.500000 Penalty: 5259.944336
	Iteration 6Q: 3 clusters Score -7242910 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -7243341.000000 Penalty: 5259.944336
	Iteration 7Q: 3 clusters Score -7243341 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -7243933.500000 Penalty: 5259.944336
	Iteration 8Q: 3 clusters Score -7243934 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -7244525.000000 Penalty: 5259.944336
	Iteration 9Q: 3 clusters Score -7244525 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -7245384.500000 Penalty: 5259.944336
	Iteration 10Q: 3 clusters Score -7245384 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -7246427.500000 Penalty: 5259.944336
	Iteration 11Q: 3 clusters Score -7246428 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -7247693.000000 Penalty: 5259.944336
	Iteration 12Q: 3 clusters Score -7247693 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -7249148.000000 Penalty: 5259.944336
	Iteration 13Q: 3 clusters Score -7249148 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -7250493.500000 Penalty: 5259.944336
	Iteration 14Q: 3 clusters Score -7250494 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -7251632.500000 Penalty: 5259.944336
	Iteration 15Q: 3 clusters Score -7251632 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7252611.500000 Penalty: 5259.944336
	Iteration 16Q: 3 clusters Score -7252612 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7253419.500000 Penalty: 5259.944336
	Iteration 17Q: 3 clusters Score -7253420 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7254115.000000 Penalty: 5259.944336
	Iteration 18Q: 3 clusters Score -7254115 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7254612.000000 Penalty: 5259.944336
	Iteration 19Q: 3 clusters Score -7254612 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7254932.500000 Penalty: 5259.944336
	Iteration 20F: 3 clusters Score -7254932 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7255186.000000 Penalty: 5259.944336
	Iteration 21Q: 3 clusters Score -7255186 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7255345.000000 Penalty: 5259.944336
	Iteration 22Q: 3 clusters Score -7255345 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7255464.500000 Penalty: 5259.944336
	Iteration 23Q: 3 clusters Score -7255464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7255572.500000 Penalty: 5259.944336
	Iteration 24Q: 3 clusters Score -7255572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7255624.500000 Penalty: 5259.944336
	Iteration 25Q: 3 clusters Score -7255624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7255667.000000 Penalty: 5259.944336
	Iteration 26Q: 3 clusters Score -7255667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7255697.500000 Penalty: 5259.944336
	Iteration 27Q: 3 clusters Score -7255698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7255724.500000 Penalty: 5259.944336
	Iteration 28Q: 3 clusters Score -7255724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7255750.500000 Penalty: 5259.944336
	Iteration 29Q: 3 clusters Score -7255750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7255767.000000 Penalty: 5259.944336
	Iteration 30Q: 3 clusters Score -7255767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7255777.000000 Penalty: 5259.944336
	Iteration 31Q: 3 clusters Score -7255777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7255787.500000 Penalty: 5259.944336
	Iteration 32Q: 3 clusters Score -7255788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7255799.500000 Penalty: 5259.944336
	Iteration 33Q: 3 clusters Score -7255800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7255811.000000 Penalty: 5259.944336
	Iteration 34Q: 3 clusters Score -7255811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7255813.500000 Penalty: 5259.944336
	Iteration 35Q: 3 clusters Score -7255814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7255820.500000 Penalty: 5259.944336
	Iteration 36Q: 3 clusters Score -7255820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7255818.500000 Penalty: 5259.944336
	Iteration 37Q: 3 clusters Score -7255818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7255818.500000 Penalty: 5259.944336
	Iteration 38F: 3 clusters Score -7255818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Entering Unmasked Estep 
Score: -7355276.500000 Penalty: 2633.768555
	Iteration 0F: 2 clusters Score -7355276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -7327940.000000 Penalty: 5267.537109
	Iteration 0F: 3 clusters Score -7327940 nChanged 18829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -7338101.500000 Penalty: 5267.537109
	Iteration 1F: 3 clusters Score -7338102 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -7338562.000000 Penalty: 5267.537109
	Iteration 2Q: 3 clusters Score -7338562 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -7339039.500000 Penalty: 5267.537109
	Iteration 3Q: 3 clusters Score -7339040 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -7339540.500000 Penalty: 5267.537109
	Iteration 4Q: 3 clusters Score -7339540 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -7340194.500000 Penalty: 5267.537109
	Iteration 5Q: 3 clusters Score -7340194 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -7341178.000000 Penalty: 5267.537109
	Iteration 6Q: 3 clusters Score -7341178 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -7342479.500000 Penalty: 5267.537109
	Iteration 7F: 3 clusters Score -7342480 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -7343967.000000 Penalty: 5267.537109
	Iteration 8F: 3 clusters Score -7343967 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -7345508.000000 Penalty: 5267.537109
	Iteration 9F: 3 clusters Score -7345508 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -7346901.000000 Penalty: 5267.537109
	Iteration 10F: 3 clusters Score -7346901 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -7348043.500000 Penalty: 5267.537109
	Iteration 11Q: 3 clusters Score -7348044 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -7348892.000000 Penalty: 5267.537109
	Iteration 12Q: 3 clusters Score -7348892 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -7349401.500000 Penalty: 5267.537109
	Iteration 13Q: 3 clusters Score -7349402 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -7349706.500000 Penalty: 5267.537109
	Iteration 14Q: 3 clusters Score -7349706 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -7349820.000000 Penalty: 5267.537109
	Iteration 15Q: 3 clusters Score -7349820 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -7349941.500000 Penalty: 5267.537109
	Iteration 16Q: 3 clusters Score -7349942 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -7350023.500000 Penalty: 5267.537109
	Iteration 17Q: 3 clusters Score -7350024 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -7350075.500000 Penalty: 5267.537109
	Iteration 18Q: 3 clusters Score -7350076 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7350116.500000 Penalty: 5267.537109
	Iteration 19Q: 3 clusters Score -7350116 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -7350153.000000 Penalty: 5267.537109
	Iteration 20F: 3 clusters Score -7350153 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7350177.000000 Penalty: 5267.537109
	Iteration 21Q: 3 clusters Score -7350177 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7350191.500000 Penalty: 5267.537109
	Iteration 22Q: 3 clusters Score -7350192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -7350221.500000 Penalty: 5267.537109
	Iteration 23Q: 3 clusters Score -7350222 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -7350254.000000 Penalty: 5267.537109
	Iteration 24Q: 3 clusters Score -7350254 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7350276.500000 Penalty: 5267.537109
	Iteration 25Q: 3 clusters Score -7350276 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -7350300.000000 Penalty: 5267.537109
	Iteration 26Q: 3 clusters Score -7350300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -7350325.000000 Penalty: 5267.537109
	Iteration 27Q: 3 clusters Score -7350325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -7350330.000000 Penalty: 5267.537109
	Iteration 28Q: 3 clusters Score -7350330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -7350344.000000 Penalty: 5267.537109
	Iteration 29Q: 3 clusters Score -7350344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -7350341.000000 Penalty: 5267.537109
	Iteration 30Q: 3 clusters Score -7350341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7350357.500000 Penalty: 5267.537109
	Iteration 31Q: 3 clusters Score -7350358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -7350352.000000 Penalty: 5267.537109
	Iteration 32Q: 3 clusters Score -7350352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7350340.500000 Penalty: 5267.537109
	Iteration 33Q: 3 clusters Score -7350340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7350326.500000 Penalty: 5267.537109
	Iteration 34Q: 3 clusters Score -7350326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -7350327.500000 Penalty: 5267.537109
	Iteration 35Q: 3 clusters Score -7350328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -7350330.500000 Penalty: 5267.537109
	Iteration 36Q: 3 clusters Score -7350330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7350350.500000 Penalty: 5267.537109
	Iteration 37Q: 3 clusters Score -7350350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -7350352.000000 Penalty: 5267.537109
	Iteration 38Q: 3 clusters Score -7350352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -7350355.000000 Penalty: 5267.537109
	Iteration 39Q: 3 clusters Score -7350355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7350355.500000 Penalty: 5267.537109
	Iteration 40F: 3 clusters Score -7350356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -7350343.000000 Penalty: 5267.537109
	Iteration 41Q: 3 clusters Score -7350343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -7350356.000000 Penalty: 5267.537109
	Iteration 42Q: 3 clusters Score -7350356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7350358.500000 Penalty: 5267.537109
	Iteration 43Q: 3 clusters Score -7350358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -7350341.500000 Penalty: 5267.537109
	Iteration 44Q: 3 clusters Score -7350342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -7350355.000000 Penalty: 5267.537109
	Iteration 45Q: 3 clusters Score -7350355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7350362.500000 Penalty: 5267.537109
	Iteration 46Q: 3 clusters Score -7350362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7350368.500000 Penalty: 5267.537109
	Iteration 47Q: 3 clusters Score -7350368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -7350361.000000 Penalty: 5267.537109
	Iteration 48Q: 3 clusters Score -7350361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -7350348.000000 Penalty: 5267.537109
	Iteration 49Q: 3 clusters Score -7350348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -7350370.500000 Penalty: 5267.537109
	Iteration 50Q: 3 clusters Score -7350370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -7350363.500000 Penalty: 5267.537109
	Iteration 51Q: 3 clusters Score -7350364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -7350368.000000 Penalty: 5267.537109
	Iteration 52Q: 3 clusters Score -7350368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7350366.500000 Penalty: 5267.537109
	Iteration 53Q: 3 clusters Score -7350366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7350365.000000 Penalty: 5267.537109
	Iteration 54Q: 3 clusters Score -7350365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -7350364.000000 Penalty: 5267.537109
	Iteration 55Q: 3 clusters Score -7350364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -7350377.500000 Penalty: 5267.537109
	Iteration 56Q: 3 clusters Score -7350378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7350372.500000 Penalty: 5267.537109
	Iteration 57Q: 3 clusters Score -7350372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7350373.500000 Penalty: 5267.537109
	Iteration 58Q: 3 clusters Score -7350374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7350380.000000 Penalty: 5267.537109
	Iteration 59Q: 3 clusters Score -7350380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7350382.000000 Penalty: 5267.537109
	Iteration 60F: 3 clusters Score -7350382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -7350377.500000 Penalty: 5267.537109
	Iteration 61Q: 3 clusters Score -7350378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -7350377.000000 Penalty: 5267.537109
	Iteration 62Q: 3 clusters Score -7350377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -7350379.500000 Penalty: 5267.537109
	Iteration 63Q: 3 clusters Score -7350380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -7350380.500000 Penalty: 5267.537109
	Iteration 64Q: 3 clusters Score -7350380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -7350380.500000 Penalty: 5267.537109
	Iteration 65Q: 3 clusters Score -7350380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -7350379.500000 Penalty: 5267.537109
	Iteration 66Q: 3 clusters Score -7350380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -7350386.000000 Penalty: 5267.537109
	Iteration 67Q: 3 clusters Score -7350386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -7350387.000000 Penalty: 5267.537109
	Iteration 68Q: 3 clusters Score -7350387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -7350389.500000 Penalty: 5267.537109
	Iteration 69Q: 3 clusters Score -7350390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -7350385.500000 Penalty: 5267.537109
	Iteration 70Q: 3 clusters Score -7350386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7350387.500000 Penalty: 5267.537109
	Iteration 71Q: 3 clusters Score -7350388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7350390.000000 Penalty: 5267.537109
	Iteration 72Q: 3 clusters Score -7350390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -7350397.000000 Penalty: 5267.537109
	Iteration 73Q: 3 clusters Score -7350397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -7350394.500000 Penalty: 5267.537109
	Iteration 74Q: 3 clusters Score -7350394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7350400.000000 Penalty: 5267.537109
	Iteration 75Q: 3 clusters Score -7350400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -7350395.500000 Penalty: 5267.537109
	Iteration 76Q: 3 clusters Score -7350396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -7350397.000000 Penalty: 5267.537109
	Iteration 77Q: 3 clusters Score -7350397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7350398.500000 Penalty: 5267.537109
	Iteration 78Q: 3 clusters Score -7350398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -7350402.500000 Penalty: 5267.537109
	Iteration 79Q: 3 clusters Score -7350402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -7350391.500000 Penalty: 5267.537109
	Iteration 80F: 3 clusters Score -7350392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -7350399.500000 Penalty: 5267.537109
	Iteration 81Q: 3 clusters Score -7350400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -7350399.000000 Penalty: 5267.537109
	Iteration 82Q: 3 clusters Score -7350399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -7350402.500000 Penalty: 5267.537109
	Iteration 83Q: 3 clusters Score -7350402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -7350391.500000 Penalty: 5267.537109
	Iteration 84Q: 3 clusters Score -7350392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -7350389.500000 Penalty: 5267.537109
	Iteration 85Q: 3 clusters Score -7350390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -7350391.000000 Penalty: 5267.537109
	Iteration 86Q: 3 clusters Score -7350391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -7350386.000000 Penalty: 5267.537109
	Iteration 87Q: 3 clusters Score -7350386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -7350383.000000 Penalty: 5267.537109
	Iteration 88Q: 3 clusters Score -7350383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -7350384.500000 Penalty: 5267.537109
	Iteration 89Q: 3 clusters Score -7350384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -7350381.500000 Penalty: 5267.537109
	Iteration 90Q: 3 clusters Score -7350382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7350384.500000 Penalty: 5267.537109
	Iteration 91Q: 3 clusters Score -7350384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7350385.500000 Penalty: 5267.537109
	Iteration 92Q: 3 clusters Score -7350386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7350386.500000 Penalty: 5267.537109
	Iteration 93Q: 3 clusters Score -7350386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7350386.500000 Penalty: 5267.537109
	Iteration 94F: 3 clusters Score -7350386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Entering Unmasked Estep 
Score: -2593650.000000 Penalty: 2372.850342
	Iteration 0F: 2 clusters Score -2593650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2583156.250000 Penalty: 4745.700684
	Iteration 0F: 3 clusters Score -2583156 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2586411.000000 Penalty: 4745.700684
	Iteration 1F: 3 clusters Score -2586411 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2586685.750000 Penalty: 4745.700684
	Iteration 2F: 3 clusters Score -2586686 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2586896.500000 Penalty: 4745.700684
	Iteration 3Q: 3 clusters Score -2586896 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2587106.250000 Penalty: 4745.700684
	Iteration 4Q: 3 clusters Score -2587106 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2587293.250000 Penalty: 4745.700684
	Iteration 5Q: 3 clusters Score -2587293 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2587483.500000 Penalty: 4745.700684
	Iteration 6Q: 3 clusters Score -2587484 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2587698.500000 Penalty: 4745.700684
	Iteration 7Q: 3 clusters Score -2587698 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2587969.250000 Penalty: 4745.700684
	Iteration 8Q: 3 clusters Score -2587969 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2588390.000000 Penalty: 4745.700684
	Iteration 9Q: 3 clusters Score -2588390 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2588938.000000 Penalty: 4745.700684
	Iteration 10F: 3 clusters Score -2588938 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2589589.750000 Penalty: 4745.700684
	Iteration 11F: 3 clusters Score -2589590 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2590161.750000 Penalty: 4745.700684
	Iteration 12F: 3 clusters Score -2590162 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2590655.500000 Penalty: 4745.700684
	Iteration 13Q: 3 clusters Score -2590656 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2591009.250000 Penalty: 4745.700684
	Iteration 14Q: 3 clusters Score -2591009 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2591200.750000 Penalty: 4745.700684
	Iteration 15Q: 3 clusters Score -2591201 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2591329.500000 Penalty: 4745.700684
	Iteration 16Q: 3 clusters Score -2591330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2591409.500000 Penalty: 4745.700684
	Iteration 17Q: 3 clusters Score -2591410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2591458.000000 Penalty: 4745.700684
	Iteration 18Q: 3 clusters Score -2591458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2591478.000000 Penalty: 4745.700684
	Iteration 19Q: 3 clusters Score -2591478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2591497.750000 Penalty: 4745.700684
	Iteration 20F: 3 clusters Score -2591498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2591515.750000 Penalty: 4745.700684
	Iteration 21Q: 3 clusters Score -2591516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2591519.750000 Penalty: 4745.700684
	Iteration 22Q: 3 clusters Score -2591520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2591528.000000 Penalty: 4745.700684
	Iteration 23Q: 3 clusters Score -2591528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2591529.250000 Penalty: 4745.700684
	Iteration 24Q: 3 clusters Score -2591529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2591531.750000 Penalty: 4745.700684
	Iteration 25Q: 3 clusters Score -2591532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2591533.250000 Penalty: 4745.700684
	Iteration 26Q: 3 clusters Score -2591533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2591536.250000 Penalty: 4745.700684
	Iteration 27Q: 3 clusters Score -2591536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2591538.750000 Penalty: 4745.700684
	Iteration 28Q: 3 clusters Score -2591539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2591538.000000 Penalty: 4745.700684
	Iteration 29Q: 3 clusters Score -2591538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2591542.000000 Penalty: 4745.700684
	Iteration 30Q: 3 clusters Score -2591542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2591549.500000 Penalty: 4745.700684
	Iteration 31Q: 3 clusters Score -2591550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2591548.250000 Penalty: 4745.700684
	Iteration 32Q: 3 clusters Score -2591548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2591547.250000 Penalty: 4745.700684
	Iteration 33Q: 3 clusters Score -2591547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2591549.750000 Penalty: 4745.700684
	Iteration 34Q: 3 clusters Score -2591550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2591549.750000 Penalty: 4745.700684
	Iteration 35F: 3 clusters Score -2591550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Entering Unmasked Estep 
Score: -6878150.500000 Penalty: 2620.162109
	Iteration 0F: 2 clusters Score -6878150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -6851849.000000 Penalty: 5240.324219
	Iteration 0F: 3 clusters Score -6851849 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -6861509.000000 Penalty: 5240.324219
	Iteration 1F: 3 clusters Score -6861509 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -6861932.000000 Penalty: 5240.324219
	Iteration 2Q: 3 clusters Score -6861932 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -6862283.500000 Penalty: 5240.324219
	Iteration 3Q: 3 clusters Score -6862284 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -6862585.000000 Penalty: 5240.324219
	Iteration 4Q: 3 clusters Score -6862585 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -6862961.500000 Penalty: 5240.324219
	Iteration 5Q: 3 clusters Score -6862962 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -6863326.500000 Penalty: 5240.324219
	Iteration 6Q: 3 clusters Score -6863326 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -6863798.500000 Penalty: 5240.324219
	Iteration 7Q: 3 clusters Score -6863798 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6864427.000000 Penalty: 5240.324219
	Iteration 8Q: 3 clusters Score -6864427 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -6865275.000000 Penalty: 5240.324219
	Iteration 9Q: 3 clusters Score -6865275 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6866348.000000 Penalty: 5240.324219
	Iteration 10F: 3 clusters Score -6866348 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -6867600.000000 Penalty: 5240.324219
	Iteration 11F: 3 clusters Score -6867600 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -6868928.000000 Penalty: 5240.324219
	Iteration 12F: 3 clusters Score -6868928 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6870375.500000 Penalty: 5240.324219
	Iteration 13F: 3 clusters Score -6870376 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -6871765.000000 Penalty: 5240.324219
	Iteration 14Q: 3 clusters Score -6871765 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -6872874.000000 Penalty: 5240.324219
	Iteration 15Q: 3 clusters Score -6872874 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -6873628.500000 Penalty: 5240.324219
	Iteration 16Q: 3 clusters Score -6873628 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -6874157.500000 Penalty: 5240.324219
	Iteration 17Q: 3 clusters Score -6874158 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6874493.000000 Penalty: 5240.324219
	Iteration 18Q: 3 clusters Score -6874493 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6874787.500000 Penalty: 5240.324219
	Iteration 19Q: 3 clusters Score -6874788 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -6874962.000000 Penalty: 5240.324219
	Iteration 20F: 3 clusters Score -6874962 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -6875110.000000 Penalty: 5240.324219
	Iteration 21Q: 3 clusters Score -6875110 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -6875224.500000 Penalty: 5240.324219
	Iteration 22Q: 3 clusters Score -6875224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -6875306.500000 Penalty: 5240.324219
	Iteration 23Q: 3 clusters Score -6875306 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -6875406.000000 Penalty: 5240.324219
	Iteration 24Q: 3 clusters Score -6875406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6875456.500000 Penalty: 5240.324219
	Iteration 25Q: 3 clusters Score -6875456 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -6875547.500000 Penalty: 5240.324219
	Iteration 26Q: 3 clusters Score -6875548 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -6875616.500000 Penalty: 5240.324219
	Iteration 27Q: 3 clusters Score -6875616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6875659.500000 Penalty: 5240.324219
	Iteration 28Q: 3 clusters Score -6875660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -6875719.000000 Penalty: 5240.324219
	Iteration 29Q: 3 clusters Score -6875719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -6875779.500000 Penalty: 5240.324219
	Iteration 30Q: 3 clusters Score -6875780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -6875818.500000 Penalty: 5240.324219
	Iteration 31Q: 3 clusters Score -6875818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -6875860.500000 Penalty: 5240.324219
	Iteration 32Q: 3 clusters Score -6875860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6875913.000000 Penalty: 5240.324219
	Iteration 33Q: 3 clusters Score -6875913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -6875942.500000 Penalty: 5240.324219
	Iteration 34Q: 3 clusters Score -6875942 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -6875986.500000 Penalty: 5240.324219
	Iteration 35Q: 3 clusters Score -6875986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -6876016.500000 Penalty: 5240.324219
	Iteration 36Q: 3 clusters Score -6876016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -6876046.500000 Penalty: 5240.324219
	Iteration 37Q: 3 clusters Score -6876046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -6876073.000000 Penalty: 5240.324219
	Iteration 38Q: 3 clusters Score -6876073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -6876109.000000 Penalty: 5240.324219
	Iteration 39Q: 3 clusters Score -6876109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -6876130.500000 Penalty: 5240.324219
	Iteration 40F: 3 clusters Score -6876130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6876149.500000 Penalty: 5240.324219
	Iteration 41Q: 3 clusters Score -6876150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -6876158.500000 Penalty: 5240.324219
	Iteration 42Q: 3 clusters Score -6876158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -6876180.000000 Penalty: 5240.324219
	Iteration 43Q: 3 clusters Score -6876180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6876197.500000 Penalty: 5240.324219
	Iteration 44Q: 3 clusters Score -6876198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -6876204.500000 Penalty: 5240.324219
	Iteration 45Q: 3 clusters Score -6876204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -6876208.000000 Penalty: 5240.324219
	Iteration 46Q: 3 clusters Score -6876208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -6876203.500000 Penalty: 5240.324219
	Iteration 47Q: 3 clusters Score -6876204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -6876216.000000 Penalty: 5240.324219
	Iteration 48Q: 3 clusters Score -6876216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -6876222.500000 Penalty: 5240.324219
	Iteration 49Q: 3 clusters Score -6876222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -6876219.500000 Penalty: 5240.324219
	Iteration 50Q: 3 clusters Score -6876220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -6876226.000000 Penalty: 5240.324219
	Iteration 51Q: 3 clusters Score -6876226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6876230.000000 Penalty: 5240.324219
	Iteration 52Q: 3 clusters Score -6876230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6876226.000000 Penalty: 5240.324219
	Iteration 53Q: 3 clusters Score -6876226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6876227.000000 Penalty: 5240.324219
	Iteration 54Q: 3 clusters Score -6876227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6876226.000000 Penalty: 5240.324219
	Iteration 55Q: 3 clusters Score -6876226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6876226.000000 Penalty: 5240.324219
	Iteration 56F: 3 clusters Score -6876226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 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 145 members 
Entering Unmasked Estep 
Score: -20548.703125 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20548.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20758.009766 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20758.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20858.103516 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20915.335938 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20915.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20936.521484 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20936.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20938.505859 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20938.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20938.505859 Penalty: 2808.828369
	Iteration 6F: 3 clusters Score -20938.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Entering Unmasked Estep 
Score: -7864672.000000 Penalty: 2652.384521
	Iteration 0F: 2 clusters Score -7864672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -7835850.000000 Penalty: 5304.769043
	Iteration 0F: 3 clusters Score -7835850 nChanged 20278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7847084.500000 Penalty: 5304.769043
	Iteration 1F: 3 clusters Score -7847084 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7847630.000000 Penalty: 5304.769043
	Iteration 2Q: 3 clusters Score -7847630 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -7848157.500000 Penalty: 5304.769043
	Iteration 3Q: 3 clusters Score -7848158 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -7848710.500000 Penalty: 5304.769043
	Iteration 4Q: 3 clusters Score -7848710 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -7849317.500000 Penalty: 5304.769043
	Iteration 5Q: 3 clusters Score -7849318 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -7850155.500000 Penalty: 5304.769043
	Iteration 6Q: 3 clusters Score -7850156 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -7851326.500000 Penalty: 5304.769043
	Iteration 7F: 3 clusters Score -7851326 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -7853109.000000 Penalty: 5304.769043
	Iteration 8F: 3 clusters Score -7853109 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -7855350.500000 Penalty: 5304.769043
	Iteration 9F: 3 clusters Score -7855350 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -7857704.500000 Penalty: 5304.769043
	Iteration 10F: 3 clusters Score -7857704 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7859651.500000 Penalty: 5304.769043
	Iteration 11F: 3 clusters Score -7859652 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7860967.000000 Penalty: 5304.769043
	Iteration 12Q: 3 clusters Score -7860967 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7861628.000000 Penalty: 5304.769043
	Iteration 13Q: 3 clusters Score -7861628 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7861947.000000 Penalty: 5304.769043
	Iteration 14Q: 3 clusters Score -7861947 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7862136.500000 Penalty: 5304.769043
	Iteration 15Q: 3 clusters Score -7862136 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7862233.000000 Penalty: 5304.769043
	Iteration 16Q: 3 clusters Score -7862233 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7862277.000000 Penalty: 5304.769043
	Iteration 17Q: 3 clusters Score -7862277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7862302.500000 Penalty: 5304.769043
	Iteration 18Q: 3 clusters Score -7862302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7862335.500000 Penalty: 5304.769043
	Iteration 19Q: 3 clusters Score -7862336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7862343.500000 Penalty: 5304.769043
	Iteration 20F: 3 clusters Score -7862344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7862369.000000 Penalty: 5304.769043
	Iteration 21Q: 3 clusters Score -7862369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7862385.500000 Penalty: 5304.769043
	Iteration 22Q: 3 clusters Score -7862386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7862398.500000 Penalty: 5304.769043
	Iteration 23Q: 3 clusters Score -7862398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7862406.000000 Penalty: 5304.769043
	Iteration 24Q: 3 clusters Score -7862406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7862415.500000 Penalty: 5304.769043
	Iteration 25Q: 3 clusters Score -7862416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7862415.000000 Penalty: 5304.769043
	Iteration 26Q: 3 clusters Score -7862415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7862421.000000 Penalty: 5304.769043
	Iteration 27Q: 3 clusters Score -7862421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7862418.500000 Penalty: 5304.769043
	Iteration 28Q: 3 clusters Score -7862418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7862418.500000 Penalty: 5304.769043
	Iteration 29F: 3 clusters Score -7862418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -84484.273438 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -84484.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82958.718750 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -82958.72 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83356.992188 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -83356.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83535.070312 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -83535.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83643.585938 Penalty: 3187.538330
	Iteration 3F: 3 clusters Score -83643.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83772.742188 Penalty: 3187.538330
	Iteration 4F: 3 clusters Score -83772.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83859.460938 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -83859.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83928.320312 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -83928.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84029.765625 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -84029.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84078.421875 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -84078.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84141.000000 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -84141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84231.625000 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -84231.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84285.375000 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -84285.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84333.242188 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -84333.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84374.257812 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -84374.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84391.789062 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -84391.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84393.367188 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -84393.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84394.625000 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -84394.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84394.625000 Penalty: 3187.538330
	Iteration 17F: 3 clusters Score -84394.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (47001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Entering Unmasked Estep 
Score: -8456317.000000 Penalty: 2667.965088
	Iteration 0F: 2 clusters Score -8456317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8426273.000000 Penalty: 5335.930176
	Iteration 0F: 3 clusters Score -8426273 nChanged 21663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8438195.000000 Penalty: 5335.930176
	Iteration 1F: 3 clusters Score -8438195 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -8438748.000000 Penalty: 5335.930176
	Iteration 2Q: 3 clusters Score -8438748 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -8439262.000000 Penalty: 5335.930176
	Iteration 3Q: 3 clusters Score -8439262 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -8439860.000000 Penalty: 5335.930176
	Iteration 4Q: 3 clusters Score -8439860 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -8440543.000000 Penalty: 5335.930176
	Iteration 5Q: 3 clusters Score -8440543 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -8441422.000000 Penalty: 5335.930176
	Iteration 6Q: 3 clusters Score -8441422 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -8442700.000000 Penalty: 5335.930176
	Iteration 7Q: 3 clusters Score -8442700 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -8444580.000000 Penalty: 5335.930176
	Iteration 8F: 3 clusters Score -8444580 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8447005.000000 Penalty: 5335.930176
	Iteration 9F: 3 clusters Score -8447005 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -8449670.000000 Penalty: 5335.930176
	Iteration 10F: 3 clusters Score -8449670 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8451600.000000 Penalty: 5335.930176
	Iteration 11F: 3 clusters Score -8451600 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8452707.000000 Penalty: 5335.930176
	Iteration 12Q: 3 clusters Score -8452707 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -8453317.000000 Penalty: 5335.930176
	Iteration 13Q: 3 clusters Score -8453317 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8453602.000000 Penalty: 5335.930176
	Iteration 14Q: 3 clusters Score -8453602 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -8453759.000000 Penalty: 5335.930176
	Iteration 15Q: 3 clusters Score -8453759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8453889.000000 Penalty: 5335.930176
	Iteration 16Q: 3 clusters Score -8453889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -8453939.000000 Penalty: 5335.930176
	Iteration 17Q: 3 clusters Score -8453939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -8453974.000000 Penalty: 5335.930176
	Iteration 18Q: 3 clusters Score -8453974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -8453987.000000 Penalty: 5335.930176
	Iteration 19Q: 3 clusters Score -8453987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -8454014.000000 Penalty: 5335.930176
	Iteration 20F: 3 clusters Score -8454014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -8454035.000000 Penalty: 5335.930176
	Iteration 21Q: 3 clusters Score -8454035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8454031.000000 Penalty: 5335.930176
	Iteration 22Q: 3 clusters Score -8454031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -8454035.000000 Penalty: 5335.930176
	Iteration 23Q: 3 clusters Score -8454035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -8454038.000000 Penalty: 5335.930176
	Iteration 24Q: 3 clusters Score -8454038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8454040.000000 Penalty: 5335.930176
	Iteration 25Q: 3 clusters Score -8454040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8454040.000000 Penalty: 5335.930176
	Iteration 26F: 3 clusters Score -8454040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (46484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Entering Unmasked Estep 
Score: -8380330.500000 Penalty: 2665.222168
	Iteration 0F: 2 clusters Score -8380330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -8350536.500000 Penalty: 5330.444336
	Iteration 0F: 3 clusters Score -8350536 nChanged 21433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -8362418.000000 Penalty: 5330.444336
	Iteration 1F: 3 clusters Score -8362418 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -8363026.000000 Penalty: 5330.444336
	Iteration 2Q: 3 clusters Score -8363026 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -8363685.000000 Penalty: 5330.444336
	Iteration 3Q: 3 clusters Score -8363685 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -8364533.000000 Penalty: 5330.444336
	Iteration 4Q: 3 clusters Score -8364533 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -8365637.000000 Penalty: 5330.444336
	Iteration 5F: 3 clusters Score -8365637 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -8367205.000000 Penalty: 5330.444336
	Iteration 6F: 3 clusters Score -8367205 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -8369162.000000 Penalty: 5330.444336
	Iteration 7F: 3 clusters Score -8369162 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -8371328.500000 Penalty: 5330.444336
	Iteration 8F: 3 clusters Score -8371328 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -8373517.500000 Penalty: 5330.444336
	Iteration 9F: 3 clusters Score -8373518 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8375308.000000 Penalty: 5330.444336
	Iteration 10F: 3 clusters Score -8375308 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8376532.000000 Penalty: 5330.444336
	Iteration 11Q: 3 clusters Score -8376532 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8377301.000000 Penalty: 5330.444336
	Iteration 12Q: 3 clusters Score -8377301 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8377647.000000 Penalty: 5330.444336
	Iteration 13Q: 3 clusters Score -8377647 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8377864.500000 Penalty: 5330.444336
	Iteration 14Q: 3 clusters Score -8377864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8377951.500000 Penalty: 5330.444336
	Iteration 15Q: 3 clusters Score -8377952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8377994.000000 Penalty: 5330.444336
	Iteration 16Q: 3 clusters Score -8377994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8378052.000000 Penalty: 5330.444336
	Iteration 17Q: 3 clusters Score -8378052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8378084.500000 Penalty: 5330.444336
	Iteration 18Q: 3 clusters Score -8378084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8378103.500000 Penalty: 5330.444336
	Iteration 19Q: 3 clusters Score -8378104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8378111.000000 Penalty: 5330.444336
	Iteration 20F: 3 clusters Score -8378111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8378120.000000 Penalty: 5330.444336
	Iteration 21Q: 3 clusters Score -8378120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8378120.500000 Penalty: 5330.444336
	Iteration 22Q: 3 clusters Score -8378120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8378121.500000 Penalty: 5330.444336
	Iteration 23Q: 3 clusters Score -8378122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8378119.500000 Penalty: 5330.444336
	Iteration 24Q: 3 clusters Score -8378120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8378124.500000 Penalty: 5330.444336
	Iteration 25Q: 3 clusters Score -8378124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8378123.000000 Penalty: 5330.444336
	Iteration 26Q: 3 clusters Score -8378123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8378126.500000 Penalty: 5330.444336
	Iteration 27Q: 3 clusters Score -8378126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8378123.000000 Penalty: 5330.444336
	Iteration 28Q: 3 clusters Score -8378123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8378122.000000 Penalty: 5330.444336
	Iteration 29Q: 3 clusters Score -8378122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8378122.000000 Penalty: 5330.444336
	Iteration 30F: 3 clusters Score -8378122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 45667 members 
Mstep: Class 3 contains 35458 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40430 members 
Mstep: Class 7 contains 48917 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 41518 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12214 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 37870 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 39408 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 13612 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47894 members 
Mstep: Class 27 contains 45004 members 
Mstep: Class 28 contains 10396 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40992 members 
Mstep: Class 32 contains 48379 members 
Mstep: Class 33 contains 70259 members 
Mstep: Class 34 contains 40325 members 
Mstep: Class 35 contains 40947 members 
Mstep: Class 36 contains 14299 members 
Mstep: Class 37 contains 38761 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44139 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47001 members 
Mstep: Class 42 contains 46484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420896.000000 Penalty: 145101.093750
Iteration 399Q: 43 clusters Score -1.964209e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 45664 members 
Mstep: Class 3 contains 35400 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40473 members 
Mstep: Class 7 contains 48878 members 
Mstep: Class 8 contains 13606 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 50198 members 
Mstep: Class 15 contains 37798 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 9461 members 
Mstep: Class 18 contains 44403 members 
Mstep: Class 19 contains 44097 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 39283 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13609 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 47988 members 
Mstep: Class 27 contains 45011 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40989 members 
Mstep: Class 32 contains 48378 members 
Mstep: Class 33 contains 70243 members 
Mstep: Class 34 contains 40197 members 
Mstep: Class 35 contains 40930 members 
Mstep: Class 36 contains 14314 members 
Mstep: Class 37 contains 38763 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44138 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47251 members 
Mstep: Class 42 contains 46579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420784.000000 Penalty: 145101.093750
Iteration 400F: 43 clusters Score -1.964208e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 45696 members 
Mstep: Class 3 contains 35338 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 40526 members 
Mstep: Class 7 contains 48849 members 
Mstep: Class 8 contains 13611 members 
Mstep: Class 9 contains 41519 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 50216 members 
Mstep: Class 15 contains 37723 members 
Mstep: Class 16 contains 9872 members 
Mstep: Class 17 contains 9368 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 19 contains 44112 members 
Mstep: Class 20 contains 16035 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 8226 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48043 members 
Mstep: Class 27 contains 45014 members 
Mstep: Class 28 contains 10401 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40985 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 70221 members 
Mstep: Class 34 contains 40085 members 
Mstep: Class 35 contains 40930 members 
Mstep: Class 36 contains 14335 members 
Mstep: Class 37 contains 38760 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44138 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47481 members 
Mstep: Class 42 contains 46676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420928.000000 Penalty: 145101.093750
Iteration 401Q: 43 clusters Score -1.964209e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 45729 members 
Mstep: Class 3 contains 35270 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 40600 members 
Mstep: Class 7 contains 48813 members 
Mstep: Class 8 contains 13631 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 39452 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12215 members 
Mstep: Class 14 contains 50225 members 
Mstep: Class 15 contains 37656 members 
Mstep: Class 16 contains 9872 members 
Mstep: Class 17 contains 9275 members 
Mstep: Class 18 contains 44401 members 
Mstep: Class 19 contains 44137 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 39059 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48103 members 
Mstep: Class 27 contains 45022 members 
Mstep: Class 28 contains 10401 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40986 members 
Mstep: Class 32 contains 48370 members 
Mstep: Class 33 contains 70185 members 
Mstep: Class 34 contains 39927 members 
Mstep: Class 35 contains 40930 members 
Mstep: Class 36 contains 14368 members 
Mstep: Class 37 contains 38744 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44126 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47692 members 
Mstep: Class 42 contains 46812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420464.000000 Penalty: 145101.093750
Iteration 402Q: 43 clusters Score -1.964205e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 45753 members 
Mstep: Class 3 contains 35210 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 40684 members 
Mstep: Class 7 contains 48795 members 
Mstep: Class 8 contains 13671 members 
Mstep: Class 9 contains 41527 members 
Mstep: Class 10 contains 39452 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12214 members 
Mstep: Class 14 contains 50225 members 
Mstep: Class 15 contains 37589 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 44389 members 
Mstep: Class 19 contains 44144 members 
Mstep: Class 20 contains 16035 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 38949 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13603 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48158 members 
Mstep: Class 27 contains 45036 members 
Mstep: Class 28 contains 10400 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40979 members 
Mstep: Class 32 contains 48370 members 
Mstep: Class 33 contains 70146 members 
Mstep: Class 34 contains 39797 members 
Mstep: Class 35 contains 40945 members 
Mstep: Class 36 contains 14384 members 
Mstep: Class 37 contains 38738 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44105 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 47918 members 
Mstep: Class 42 contains 46879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420160.000000 Penalty: 145101.093750
Iteration 403Q: 43 clusters Score -1.964202e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 45756 members 
Mstep: Class 3 contains 35139 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 40772 members 
Mstep: Class 7 contains 48785 members 
Mstep: Class 8 contains 13687 members 
Mstep: Class 9 contains 41527 members 
Mstep: Class 10 contains 39429 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 50242 members 
Mstep: Class 15 contains 37536 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 44397 members 
Mstep: Class 19 contains 44143 members 
Mstep: Class 20 contains 16033 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 38811 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13604 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48231 members 
Mstep: Class 27 contains 45055 members 
Mstep: Class 28 contains 10400 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40988 members 
Mstep: Class 32 contains 48366 members 
Mstep: Class 33 contains 70122 members 
Mstep: Class 34 contains 39668 members 
Mstep: Class 35 contains 40962 members 
Mstep: Class 36 contains 14396 members 
Mstep: Class 37 contains 38733 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44110 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 48148 members 
Mstep: Class 42 contains 46953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420528.000000 Penalty: 145101.093750
Iteration 404Q: 43 clusters Score -1.964205e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 45765 members 
Mstep: Class 3 contains 35096 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 40887 members 
Mstep: Class 7 contains 48788 members 
Mstep: Class 8 contains 13691 members 
Mstep: Class 9 contains 41529 members 
Mstep: Class 10 contains 39417 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12203 members 
Mstep: Class 14 contains 50247 members 
Mstep: Class 15 contains 37474 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 8993 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 16032 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 38700 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48261 members 
Mstep: Class 27 contains 45072 members 
Mstep: Class 28 contains 10397 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41014 members 
Mstep: Class 32 contains 48367 members 
Mstep: Class 33 contains 70114 members 
Mstep: Class 34 contains 39527 members 
Mstep: Class 35 contains 40950 members 
Mstep: Class 36 contains 14379 members 
Mstep: Class 37 contains 38734 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44109 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 48381 members 
Mstep: Class 42 contains 47052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420128.000000 Penalty: 145101.093750
Iteration 405Q: 43 clusters Score -1.964201e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 45772 members 
Mstep: Class 3 contains 35039 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41016 members 
Mstep: Class 7 contains 48787 members 
Mstep: Class 8 contains 13711 members 
Mstep: Class 9 contains 41529 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 50250 members 
Mstep: Class 15 contains 37400 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 8897 members 
Mstep: Class 18 contains 44388 members 
Mstep: Class 19 contains 44123 members 
Mstep: Class 20 contains 16031 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 38596 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48298 members 
Mstep: Class 27 contains 45064 members 
Mstep: Class 28 contains 10400 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41039 members 
Mstep: Class 32 contains 48368 members 
Mstep: Class 33 contains 70095 members 
Mstep: Class 34 contains 39356 members 
Mstep: Class 35 contains 40944 members 
Mstep: Class 36 contains 14376 members 
Mstep: Class 37 contains 38734 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44099 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 48644 members 
Mstep: Class 42 contains 47140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420144.000000 Penalty: 145101.093750
Iteration 406Q: 43 clusters Score -1.964201e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 45781 members 
Mstep: Class 3 contains 34986 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41130 members 
Mstep: Class 7 contains 48782 members 
Mstep: Class 8 contains 13729 members 
Mstep: Class 9 contains 41532 members 
Mstep: Class 10 contains 39391 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12200 members 
Mstep: Class 14 contains 50268 members 
Mstep: Class 15 contains 37355 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 8785 members 
Mstep: Class 18 contains 44357 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 16029 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 38485 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48343 members 
Mstep: Class 27 contains 45055 members 
Mstep: Class 28 contains 10404 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41040 members 
Mstep: Class 32 contains 48366 members 
Mstep: Class 33 contains 70082 members 
Mstep: Class 34 contains 39216 members 
Mstep: Class 35 contains 40940 members 
Mstep: Class 36 contains 14362 members 
Mstep: Class 37 contains 38738 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44092 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 48907 members 
Mstep: Class 42 contains 47205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419984.000000 Penalty: 145101.093750
Iteration 407Q: 43 clusters Score -1.9642e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 45786 members 
Mstep: Class 3 contains 34921 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41257 members 
Mstep: Class 7 contains 48793 members 
Mstep: Class 8 contains 13744 members 
Mstep: Class 9 contains 41526 members 
Mstep: Class 10 contains 39390 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 50273 members 
Mstep: Class 15 contains 37322 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 8661 members 
Mstep: Class 18 contains 44344 members 
Mstep: Class 19 contains 44144 members 
Mstep: Class 20 contains 16027 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 38348 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 13605 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48384 members 
Mstep: Class 27 contains 45045 members 
Mstep: Class 28 contains 10411 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41057 members 
Mstep: Class 32 contains 48368 members 
Mstep: Class 33 contains 70066 members 
Mstep: Class 34 contains 39106 members 
Mstep: Class 35 contains 40937 members 
Mstep: Class 36 contains 14353 members 
Mstep: Class 37 contains 38740 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44080 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 49157 members 
Mstep: Class 42 contains 47242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420096.000000 Penalty: 145101.093750
Iteration 408Q: 43 clusters Score -1.964201e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 45828 members 
Mstep: Class 3 contains 34870 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41373 members 
Mstep: Class 7 contains 48787 members 
Mstep: Class 8 contains 13759 members 
Mstep: Class 9 contains 41528 members 
Mstep: Class 10 contains 39397 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 50270 members 
Mstep: Class 15 contains 37295 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 8546 members 
Mstep: Class 18 contains 44351 members 
Mstep: Class 19 contains 44162 members 
Mstep: Class 20 contains 16022 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 38185 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13600 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48429 members 
Mstep: Class 27 contains 45032 members 
Mstep: Class 28 contains 10414 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41078 members 
Mstep: Class 32 contains 48365 members 
Mstep: Class 33 contains 70050 members 
Mstep: Class 34 contains 38986 members 
Mstep: Class 35 contains 40939 members 
Mstep: Class 36 contains 14347 members 
Mstep: Class 37 contains 38738 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44066 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 49400 members 
Mstep: Class 42 contains 47264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419728.000000 Penalty: 145101.093750
Iteration 409Q: 43 clusters Score -1.964197e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 45873 members 
Mstep: Class 3 contains 34809 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41493 members 
Mstep: Class 7 contains 48790 members 
Mstep: Class 8 contains 13766 members 
Mstep: Class 9 contains 41528 members 
Mstep: Class 10 contains 39393 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 50268 members 
Mstep: Class 15 contains 37286 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 44346 members 
Mstep: Class 19 contains 44183 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 38037 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 13598 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48468 members 
Mstep: Class 27 contains 45020 members 
Mstep: Class 28 contains 10411 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41088 members 
Mstep: Class 32 contains 48367 members 
Mstep: Class 33 contains 70048 members 
Mstep: Class 34 contains 38894 members 
Mstep: Class 35 contains 40934 members 
Mstep: Class 36 contains 14340 members 
Mstep: Class 37 contains 38738 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44052 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 49607 members 
Mstep: Class 42 contains 47290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419504.000000 Penalty: 145101.093750
Iteration 410Q: 43 clusters Score -1.964195e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 45901 members 
Mstep: Class 3 contains 34760 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41602 members 
Mstep: Class 7 contains 48780 members 
Mstep: Class 8 contains 13776 members 
Mstep: Class 9 contains 41530 members 
Mstep: Class 10 contains 39388 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 50261 members 
Mstep: Class 15 contains 37273 members 
Mstep: Class 16 contains 9860 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 44347 members 
Mstep: Class 19 contains 44185 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 37904 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 13599 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48509 members 
Mstep: Class 27 contains 45012 members 
Mstep: Class 28 contains 10412 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41113 members 
Mstep: Class 32 contains 48367 members 
Mstep: Class 33 contains 70047 members 
Mstep: Class 34 contains 38781 members 
Mstep: Class 35 contains 40935 members 
Mstep: Class 36 contains 14331 members 
Mstep: Class 37 contains 38745 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44031 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 49809 members 
Mstep: Class 42 contains 47337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419392.000000 Penalty: 145101.093750
Iteration 411Q: 43 clusters Score -1.964194e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 45918 members 
Mstep: Class 3 contains 34731 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41714 members 
Mstep: Class 7 contains 48773 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 41538 members 
Mstep: Class 10 contains 39374 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12214 members 
Mstep: Class 14 contains 50268 members 
Mstep: Class 15 contains 37249 members 
Mstep: Class 16 contains 9858 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 44327 members 
Mstep: Class 19 contains 44194 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 37761 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48552 members 
Mstep: Class 27 contains 45010 members 
Mstep: Class 28 contains 10417 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41131 members 
Mstep: Class 32 contains 48366 members 
Mstep: Class 33 contains 70026 members 
Mstep: Class 34 contains 38722 members 
Mstep: Class 35 contains 40944 members 
Mstep: Class 36 contains 14297 members 
Mstep: Class 37 contains 38743 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44033 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 50003 members 
Mstep: Class 42 contains 47383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419344.000000 Penalty: 145101.093750
Iteration 412Q: 43 clusters Score -1.964193e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 45993 members 
Mstep: Class 3 contains 34697 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41780 members 
Mstep: Class 7 contains 48752 members 
Mstep: Class 8 contains 13782 members 
Mstep: Class 9 contains 41539 members 
Mstep: Class 10 contains 39378 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 50251 members 
Mstep: Class 15 contains 37233 members 
Mstep: Class 16 contains 9857 members 
Mstep: Class 17 contains 8120 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 44199 members 
Mstep: Class 20 contains 16016 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 37576 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13594 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48623 members 
Mstep: Class 27 contains 44998 members 
Mstep: Class 28 contains 10416 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41146 members 
Mstep: Class 32 contains 48372 members 
Mstep: Class 33 contains 70018 members 
Mstep: Class 34 contains 38634 members 
Mstep: Class 35 contains 40961 members 
Mstep: Class 36 contains 14274 members 
Mstep: Class 37 contains 38741 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44030 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 50195 members 
Mstep: Class 42 contains 47434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419632.000000 Penalty: 145101.093750
Iteration 413Q: 43 clusters Score -1.964196e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 46035 members 
Mstep: Class 3 contains 34673 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41848 members 
Mstep: Class 7 contains 48751 members 
Mstep: Class 8 contains 13793 members 
Mstep: Class 9 contains 41538 members 
Mstep: Class 10 contains 39383 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 50237 members 
Mstep: Class 15 contains 37222 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 8012 members 
Mstep: Class 18 contains 44329 members 
Mstep: Class 19 contains 44207 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 37432 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 13599 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48682 members 
Mstep: Class 27 contains 44983 members 
Mstep: Class 28 contains 10416 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41154 members 
Mstep: Class 32 contains 48371 members 
Mstep: Class 33 contains 70006 members 
Mstep: Class 34 contains 38528 members 
Mstep: Class 35 contains 40976 members 
Mstep: Class 36 contains 14268 members 
Mstep: Class 37 contains 38749 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44017 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 50417 members 
Mstep: Class 42 contains 47455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419376.000000 Penalty: 145101.093750
Iteration 414Q: 43 clusters Score -1.964194e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 46055 members 
Mstep: Class 3 contains 34643 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41905 members 
Mstep: Class 7 contains 48732 members 
Mstep: Class 8 contains 13805 members 
Mstep: Class 9 contains 41547 members 
Mstep: Class 10 contains 39383 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 50237 members 
Mstep: Class 15 contains 37216 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 7916 members 
Mstep: Class 18 contains 44331 members 
Mstep: Class 19 contains 44207 members 
Mstep: Class 20 contains 16020 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 37259 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13595 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48791 members 
Mstep: Class 27 contains 44974 members 
Mstep: Class 28 contains 10412 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41182 members 
Mstep: Class 32 contains 48366 members 
Mstep: Class 33 contains 69988 members 
Mstep: Class 34 contains 38407 members 
Mstep: Class 35 contains 40981 members 
Mstep: Class 36 contains 14276 members 
Mstep: Class 37 contains 38746 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44014 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 50646 members 
Mstep: Class 42 contains 47462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419760.000000 Penalty: 145101.093750
Iteration 415Q: 43 clusters Score -1.964198e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 46054 members 
Mstep: Class 3 contains 34603 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 41984 members 
Mstep: Class 7 contains 48728 members 
Mstep: Class 8 contains 13813 members 
Mstep: Class 9 contains 41546 members 
Mstep: Class 10 contains 39370 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12213 members 
Mstep: Class 14 contains 50237 members 
Mstep: Class 15 contains 37216 members 
Mstep: Class 16 contains 9855 members 
Mstep: Class 17 contains 7824 members 
Mstep: Class 18 contains 44320 members 
Mstep: Class 19 contains 44215 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 37097 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13585 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 48903 members 
Mstep: Class 27 contains 44969 members 
Mstep: Class 28 contains 10410 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41208 members 
Mstep: Class 32 contains 48364 members 
Mstep: Class 33 contains 69969 members 
Mstep: Class 34 contains 38306 members 
Mstep: Class 35 contains 40987 members 
Mstep: Class 36 contains 14274 members 
Mstep: Class 37 contains 38751 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44016 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 50859 members 
Mstep: Class 42 contains 47463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419728.000000 Penalty: 145101.093750
Iteration 416Q: 43 clusters Score -1.964197e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 46053 members 
Mstep: Class 3 contains 34559 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 42088 members 
Mstep: Class 7 contains 48712 members 
Mstep: Class 8 contains 13835 members 
Mstep: Class 9 contains 41547 members 
Mstep: Class 10 contains 39378 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 50254 members 
Mstep: Class 15 contains 37218 members 
Mstep: Class 16 contains 9851 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 44320 members 
Mstep: Class 19 contains 44198 members 
Mstep: Class 20 contains 16014 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 36943 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13581 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49000 members 
Mstep: Class 27 contains 44949 members 
Mstep: Class 28 contains 10411 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41237 members 
Mstep: Class 32 contains 48357 members 
Mstep: Class 33 contains 69950 members 
Mstep: Class 34 contains 38178 members 
Mstep: Class 35 contains 40993 members 
Mstep: Class 36 contains 14273 members 
Mstep: Class 37 contains 38759 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44003 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 51081 members 
Mstep: Class 42 contains 47466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419184.000000 Penalty: 145101.093750
Iteration 417Q: 43 clusters Score -1.964192e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 46093 members 
Mstep: Class 3 contains 34537 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 42193 members 
Mstep: Class 7 contains 48695 members 
Mstep: Class 8 contains 13846 members 
Mstep: Class 9 contains 41548 members 
Mstep: Class 10 contains 39379 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 50256 members 
Mstep: Class 15 contains 37230 members 
Mstep: Class 16 contains 9848 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 44313 members 
Mstep: Class 19 contains 44173 members 
Mstep: Class 20 contains 16010 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 36777 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49071 members 
Mstep: Class 27 contains 44939 members 
Mstep: Class 28 contains 10414 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41259 members 
Mstep: Class 32 contains 48353 members 
Mstep: Class 33 contains 69955 members 
Mstep: Class 34 contains 38045 members 
Mstep: Class 35 contains 40997 members 
Mstep: Class 36 contains 14279 members 
Mstep: Class 37 contains 38765 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43983 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 51279 members 
Mstep: Class 42 contains 47482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419136.000000 Penalty: 145101.093750
Iteration 418Q: 43 clusters Score -1.964191e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 46145 members 
Mstep: Class 3 contains 34502 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 42307 members 
Mstep: Class 7 contains 48683 members 
Mstep: Class 8 contains 13860 members 
Mstep: Class 9 contains 41550 members 
Mstep: Class 10 contains 39375 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12217 members 
Mstep: Class 14 contains 50258 members 
Mstep: Class 15 contains 37235 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 7546 members 
Mstep: Class 18 contains 44323 members 
Mstep: Class 19 contains 44162 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 36581 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49111 members 
Mstep: Class 27 contains 44932 members 
Mstep: Class 28 contains 10415 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41277 members 
Mstep: Class 32 contains 48352 members 
Mstep: Class 33 contains 69958 members 
Mstep: Class 34 contains 37882 members 
Mstep: Class 35 contains 40989 members 
Mstep: Class 36 contains 14290 members 
Mstep: Class 37 contains 38767 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43972 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 51508 members 
Mstep: Class 42 contains 47509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419056.000000 Penalty: 145101.093750
Iteration 419Q: 43 clusters Score -1.964191e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 46121 members 
Mstep: Class 3 contains 34479 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 42458 members 
Mstep: Class 7 contains 48676 members 
Mstep: Class 8 contains 13864 members 
Mstep: Class 9 contains 41548 members 
Mstep: Class 10 contains 39360 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 50280 members 
Mstep: Class 15 contains 37262 members 
Mstep: Class 16 contains 9837 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 44349 members 
Mstep: Class 19 contains 44151 members 
Mstep: Class 20 contains 16012 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 36386 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49177 members 
Mstep: Class 27 contains 44911 members 
Mstep: Class 28 contains 10416 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41292 members 
Mstep: Class 32 contains 48354 members 
Mstep: Class 33 contains 69963 members 
Mstep: Class 34 contains 37714 members 
Mstep: Class 35 contains 40978 members 
Mstep: Class 36 contains 14305 members 
Mstep: Class 37 contains 38775 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43947 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 51723 members 
Mstep: Class 42 contains 47523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418960.000000 Penalty: 145101.093750
Iteration 420F: 43 clusters Score -1.96419e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 46070 members 
Mstep: Class 3 contains 34458 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 42584 members 
Mstep: Class 7 contains 48646 members 
Mstep: Class 8 contains 13875 members 
Mstep: Class 9 contains 41548 members 
Mstep: Class 10 contains 39344 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 50296 members 
Mstep: Class 15 contains 37312 members 
Mstep: Class 16 contains 9830 members 
Mstep: Class 17 contains 7350 members 
Mstep: Class 18 contains 44361 members 
Mstep: Class 19 contains 44141 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 36241 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49223 members 
Mstep: Class 27 contains 44906 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41313 members 
Mstep: Class 32 contains 48352 members 
Mstep: Class 33 contains 69973 members 
Mstep: Class 34 contains 37508 members 
Mstep: Class 35 contains 40985 members 
Mstep: Class 36 contains 14339 members 
Mstep: Class 37 contains 38785 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43952 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 51906 members 
Mstep: Class 42 contains 47586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419152.000000 Penalty: 145101.093750
Iteration 421Q: 43 clusters Score -1.964192e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 46015 members 
Mstep: Class 3 contains 34425 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 42686 members 
Mstep: Class 7 contains 48614 members 
Mstep: Class 8 contains 13889 members 
Mstep: Class 9 contains 41551 members 
Mstep: Class 10 contains 39347 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12235 members 
Mstep: Class 14 contains 50312 members 
Mstep: Class 15 contains 37351 members 
Mstep: Class 16 contains 9826 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 44160 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 36146 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 13593 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49223 members 
Mstep: Class 27 contains 44908 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41330 members 
Mstep: Class 32 contains 48352 members 
Mstep: Class 33 contains 69973 members 
Mstep: Class 34 contains 37312 members 
Mstep: Class 35 contains 40982 members 
Mstep: Class 36 contains 14347 members 
Mstep: Class 37 contains 38790 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43950 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 52126 members 
Mstep: Class 42 contains 47651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419392.000000 Penalty: 145101.093750
Iteration 422Q: 43 clusters Score -1.964194e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 45979 members 
Mstep: Class 3 contains 34396 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 42788 members 
Mstep: Class 7 contains 48603 members 
Mstep: Class 8 contains 13898 members 
Mstep: Class 9 contains 41549 members 
Mstep: Class 10 contains 39342 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12236 members 
Mstep: Class 14 contains 50314 members 
Mstep: Class 15 contains 37415 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 7151 members 
Mstep: Class 18 contains 44356 members 
Mstep: Class 19 contains 44173 members 
Mstep: Class 20 contains 16024 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 36102 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 13591 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49204 members 
Mstep: Class 27 contains 44916 members 
Mstep: Class 28 contains 10424 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41349 members 
Mstep: Class 32 contains 48351 members 
Mstep: Class 33 contains 69957 members 
Mstep: Class 34 contains 37102 members 
Mstep: Class 35 contains 40993 members 
Mstep: Class 36 contains 14355 members 
Mstep: Class 37 contains 38790 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43958 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 52359 members 
Mstep: Class 42 contains 47654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419072.000000 Penalty: 145101.093750
Iteration 423Q: 43 clusters Score -1.964191e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 45992 members 
Mstep: Class 3 contains 34364 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 42853 members 
Mstep: Class 7 contains 48600 members 
Mstep: Class 8 contains 13901 members 
Mstep: Class 9 contains 41548 members 
Mstep: Class 10 contains 39317 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 50331 members 
Mstep: Class 15 contains 37484 members 
Mstep: Class 16 contains 9817 members 
Mstep: Class 17 contains 7061 members 
Mstep: Class 18 contains 44341 members 
Mstep: Class 19 contains 44166 members 
Mstep: Class 20 contains 16031 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 36045 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49174 members 
Mstep: Class 27 contains 44915 members 
Mstep: Class 28 contains 10426 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41378 members 
Mstep: Class 32 contains 48351 members 
Mstep: Class 33 contains 69960 members 
Mstep: Class 34 contains 36858 members 
Mstep: Class 35 contains 41009 members 
Mstep: Class 36 contains 14390 members 
Mstep: Class 37 contains 38784 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43960 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 52613 members 
Mstep: Class 42 contains 47654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419008.000000 Penalty: 145101.093750
Iteration 424Q: 43 clusters Score -1.96419e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 46021 members 
Mstep: Class 3 contains 34344 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 42900 members 
Mstep: Class 7 contains 48590 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 41543 members 
Mstep: Class 10 contains 39282 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 50344 members 
Mstep: Class 15 contains 37565 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 44339 members 
Mstep: Class 19 contains 44152 members 
Mstep: Class 20 contains 16034 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 36025 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 13595 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49150 members 
Mstep: Class 27 contains 44900 members 
Mstep: Class 28 contains 10428 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41390 members 
Mstep: Class 32 contains 48348 members 
Mstep: Class 33 contains 69952 members 
Mstep: Class 34 contains 36630 members 
Mstep: Class 35 contains 41014 members 
Mstep: Class 36 contains 14436 members 
Mstep: Class 37 contains 38783 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43966 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 52845 members 
Mstep: Class 42 contains 47649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418848.000000 Penalty: 145101.093750
Iteration 425Q: 43 clusters Score -1.964188e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 46044 members 
Mstep: Class 3 contains 34320 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 42904 members 
Mstep: Class 7 contains 48569 members 
Mstep: Class 8 contains 13922 members 
Mstep: Class 9 contains 41543 members 
Mstep: Class 10 contains 39255 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 50378 members 
Mstep: Class 15 contains 37661 members 
Mstep: Class 16 contains 9805 members 
Mstep: Class 17 contains 6841 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 44129 members 
Mstep: Class 20 contains 16034 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 36019 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13598 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49155 members 
Mstep: Class 27 contains 44887 members 
Mstep: Class 28 contains 10429 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41418 members 
Mstep: Class 32 contains 48347 members 
Mstep: Class 33 contains 69954 members 
Mstep: Class 34 contains 36398 members 
Mstep: Class 35 contains 41025 members 
Mstep: Class 36 contains 14479 members 
Mstep: Class 37 contains 38789 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43985 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53071 members 
Mstep: Class 42 contains 47626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418464.000000 Penalty: 145101.093750
Iteration 426Q: 43 clusters Score -1.964185e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 46062 members 
Mstep: Class 3 contains 34289 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 42922 members 
Mstep: Class 7 contains 48549 members 
Mstep: Class 8 contains 13937 members 
Mstep: Class 9 contains 41540 members 
Mstep: Class 10 contains 39248 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12264 members 
Mstep: Class 14 contains 50380 members 
Mstep: Class 15 contains 37759 members 
Mstep: Class 16 contains 9792 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 44123 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 6818 members 
Mstep: Class 22 contains 36010 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 13601 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49155 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 10426 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41431 members 
Mstep: Class 32 contains 48349 members 
Mstep: Class 33 contains 69951 members 
Mstep: Class 34 contains 36157 members 
Mstep: Class 35 contains 41038 members 
Mstep: Class 36 contains 14522 members 
Mstep: Class 37 contains 38797 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 43998 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53268 members 
Mstep: Class 42 contains 47646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418352.000000 Penalty: 145101.093750
Iteration 427Q: 43 clusters Score -1.964184e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 46106 members 
Mstep: Class 3 contains 34279 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 48534 members 
Mstep: Class 8 contains 13950 members 
Mstep: Class 9 contains 41534 members 
Mstep: Class 10 contains 39251 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50382 members 
Mstep: Class 15 contains 37856 members 
Mstep: Class 16 contains 9780 members 
Mstep: Class 17 contains 6618 members 
Mstep: Class 18 contains 44266 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 16036 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 35977 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13600 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49156 members 
Mstep: Class 27 contains 44855 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41437 members 
Mstep: Class 32 contains 48348 members 
Mstep: Class 33 contains 69955 members 
Mstep: Class 34 contains 35962 members 
Mstep: Class 35 contains 41036 members 
Mstep: Class 36 contains 14586 members 
Mstep: Class 37 contains 38804 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44008 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53478 members 
Mstep: Class 42 contains 47629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418256.000000 Penalty: 145101.093750
Iteration 428Q: 43 clusters Score -1.964183e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 46137 members 
Mstep: Class 3 contains 34250 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 42933 members 
Mstep: Class 7 contains 48520 members 
Mstep: Class 8 contains 13954 members 
Mstep: Class 9 contains 41532 members 
Mstep: Class 10 contains 39261 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 50375 members 
Mstep: Class 15 contains 37978 members 
Mstep: Class 16 contains 9773 members 
Mstep: Class 17 contains 6508 members 
Mstep: Class 18 contains 44254 members 
Mstep: Class 19 contains 44098 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 35913 members 
Mstep: Class 23 contains 8226 members 
Mstep: Class 24 contains 13601 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49162 members 
Mstep: Class 27 contains 44837 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41449 members 
Mstep: Class 32 contains 48350 members 
Mstep: Class 33 contains 69959 members 
Mstep: Class 34 contains 35778 members 
Mstep: Class 35 contains 41046 members 
Mstep: Class 36 contains 14661 members 
Mstep: Class 37 contains 38800 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44025 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53693 members 
Mstep: Class 42 contains 47578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417936.000000 Penalty: 145101.093750
Iteration 429Q: 43 clusters Score -1.964179e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 46150 members 
Mstep: Class 3 contains 34207 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 42904 members 
Mstep: Class 7 contains 48509 members 
Mstep: Class 8 contains 13957 members 
Mstep: Class 9 contains 41527 members 
Mstep: Class 10 contains 39268 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12277 members 
Mstep: Class 14 contains 50378 members 
Mstep: Class 15 contains 38113 members 
Mstep: Class 16 contains 9762 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 44245 members 
Mstep: Class 19 contains 44081 members 
Mstep: Class 20 contains 16044 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 35862 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13602 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49205 members 
Mstep: Class 27 contains 44804 members 
Mstep: Class 28 contains 10424 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41474 members 
Mstep: Class 32 contains 48348 members 
Mstep: Class 33 contains 69970 members 
Mstep: Class 34 contains 35548 members 
Mstep: Class 35 contains 41054 members 
Mstep: Class 36 contains 14729 members 
Mstep: Class 37 contains 38811 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44023 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 53902 members 
Mstep: Class 42 contains 47545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417632.000000 Penalty: 145101.093750
Iteration 430Q: 43 clusters Score -1.964176e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 46178 members 
Mstep: Class 3 contains 34185 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 42896 members 
Mstep: Class 7 contains 48486 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 41524 members 
Mstep: Class 10 contains 39259 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 50381 members 
Mstep: Class 15 contains 38242 members 
Mstep: Class 16 contains 9757 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 44241 members 
Mstep: Class 19 contains 44081 members 
Mstep: Class 20 contains 16041 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 35810 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13603 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49258 members 
Mstep: Class 27 contains 44767 members 
Mstep: Class 28 contains 10425 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41492 members 
Mstep: Class 32 contains 48346 members 
Mstep: Class 33 contains 69953 members 
Mstep: Class 34 contains 35312 members 
Mstep: Class 35 contains 41064 members 
Mstep: Class 36 contains 14790 members 
Mstep: Class 37 contains 38813 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44018 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 54155 members 
Mstep: Class 42 contains 47482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417312.000000 Penalty: 145101.093750
Iteration 431Q: 43 clusters Score -1.964173e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 46237 members 
Mstep: Class 3 contains 34146 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 42883 members 
Mstep: Class 7 contains 48467 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 41519 members 
Mstep: Class 10 contains 39243 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 14 contains 50385 members 
Mstep: Class 15 contains 38370 members 
Mstep: Class 16 contains 9749 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 44230 members 
Mstep: Class 19 contains 44086 members 
Mstep: Class 20 contains 16038 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 35758 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13604 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49287 members 
Mstep: Class 27 contains 44749 members 
Mstep: Class 28 contains 10429 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41527 members 
Mstep: Class 32 contains 48348 members 
Mstep: Class 33 contains 69924 members 
Mstep: Class 34 contains 35069 members 
Mstep: Class 35 contains 41069 members 
Mstep: Class 36 contains 14841 members 
Mstep: Class 37 contains 38811 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44024 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 54422 members 
Mstep: Class 42 contains 47426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416976.000000 Penalty: 145101.093750
Iteration 432Q: 43 clusters Score -1.96417e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 46274 members 
Mstep: Class 3 contains 34119 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 2687 members 
Mstep: Class 6 contains 42868 members 
Mstep: Class 7 contains 48449 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 39232 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12283 members 
Mstep: Class 14 contains 50411 members 
Mstep: Class 15 contains 38537 members 
Mstep: Class 16 contains 9739 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 44230 members 
Mstep: Class 19 contains 44094 members 
Mstep: Class 20 contains 16041 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 35694 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 13603 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49293 members 
Mstep: Class 27 contains 44734 members 
Mstep: Class 28 contains 10431 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41564 members 
Mstep: Class 32 contains 48347 members 
Mstep: Class 33 contains 69924 members 
Mstep: Class 34 contains 34817 members 
Mstep: Class 35 contains 41059 members 
Mstep: Class 36 contains 14886 members 
Mstep: Class 37 contains 38817 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44033 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 54649 members 
Mstep: Class 42 contains 47360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417232.000000 Penalty: 145101.093750
Iteration 433Q: 43 clusters Score -1.964172e+08 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 46339 members 
Mstep: Class 3 contains 34081 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 6 contains 42843 members 
Mstep: Class 7 contains 48438 members 
Mstep: Class 8 contains 13951 members 
Mstep: Class 9 contains 41513 members 
Mstep: Class 10 contains 39217 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12283 members 
Mstep: Class 14 contains 50425 members 
Mstep: Class 15 contains 38724 members 
Mstep: Class 16 contains 9730 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 44232 members 
Mstep: Class 19 contains 44105 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 35616 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49330 members 
Mstep: Class 27 contains 44711 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41594 members 
Mstep: Class 32 contains 48345 members 
Mstep: Class 33 contains 69916 members 
Mstep: Class 34 contains 34546 members 
Mstep: Class 35 contains 41062 members 
Mstep: Class 36 contains 14920 members 
Mstep: Class 37 contains 38820 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44038 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 54857 members 
Mstep: Class 42 contains 47336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417008.000000 Penalty: 145101.093750
Iteration 434Q: 43 clusters Score -1.96417e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 46376 members 
Mstep: Class 3 contains 34055 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 42840 members 
Mstep: Class 7 contains 48422 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 41506 members 
Mstep: Class 10 contains 39205 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12290 members 
Mstep: Class 14 contains 50424 members 
Mstep: Class 15 contains 38896 members 
Mstep: Class 16 contains 9726 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 44236 members 
Mstep: Class 19 contains 44111 members 
Mstep: Class 20 contains 16035 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 35553 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49370 members 
Mstep: Class 27 contains 44695 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41606 members 
Mstep: Class 32 contains 48349 members 
Mstep: Class 33 contains 69910 members 
Mstep: Class 34 contains 34269 members 
Mstep: Class 35 contains 41062 members 
Mstep: Class 36 contains 14960 members 
Mstep: Class 37 contains 38821 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44042 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55094 members 
Mstep: Class 42 contains 47271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416832.000000 Penalty: 145101.093750
Iteration 435Q: 43 clusters Score -1.964168e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 46405 members 
Mstep: Class 3 contains 34026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 42827 members 
Mstep: Class 7 contains 48406 members 
Mstep: Class 8 contains 13964 members 
Mstep: Class 9 contains 41504 members 
Mstep: Class 10 contains 39195 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12295 members 
Mstep: Class 14 contains 50430 members 
Mstep: Class 15 contains 39069 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 5900 members 
Mstep: Class 18 contains 44234 members 
Mstep: Class 19 contains 44123 members 
Mstep: Class 20 contains 16031 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 35493 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 13609 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49415 members 
Mstep: Class 27 contains 44676 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41623 members 
Mstep: Class 32 contains 48355 members 
Mstep: Class 33 contains 69914 members 
Mstep: Class 34 contains 33967 members 
Mstep: Class 35 contains 41063 members 
Mstep: Class 36 contains 15001 members 
Mstep: Class 37 contains 38825 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44039 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55299 members 
Mstep: Class 42 contains 47264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416432.000000 Penalty: 145101.093750
Iteration 436Q: 43 clusters Score -1.964164e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 46450 members 
Mstep: Class 3 contains 33980 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 42823 members 
Mstep: Class 7 contains 48404 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 41497 members 
Mstep: Class 10 contains 39183 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12299 members 
Mstep: Class 14 contains 50430 members 
Mstep: Class 15 contains 39231 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 44199 members 
Mstep: Class 19 contains 44124 members 
Mstep: Class 20 contains 16031 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 35446 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 13610 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49445 members 
Mstep: Class 27 contains 44655 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41632 members 
Mstep: Class 32 contains 48356 members 
Mstep: Class 33 contains 69910 members 
Mstep: Class 34 contains 33674 members 
Mstep: Class 35 contains 41081 members 
Mstep: Class 36 contains 15059 members 
Mstep: Class 37 contains 38830 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44051 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55519 members 
Mstep: Class 42 contains 47256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416560.000000 Penalty: 145101.093750
Iteration 437Q: 43 clusters Score -1.964166e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 46520 members 
Mstep: Class 3 contains 33952 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 42821 members 
Mstep: Class 7 contains 48401 members 
Mstep: Class 8 contains 13967 members 
Mstep: Class 9 contains 41494 members 
Mstep: Class 10 contains 39182 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 50426 members 
Mstep: Class 15 contains 39426 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 5773 members 
Mstep: Class 18 contains 44173 members 
Mstep: Class 19 contains 44116 members 
Mstep: Class 20 contains 16034 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 35387 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49448 members 
Mstep: Class 27 contains 44615 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41642 members 
Mstep: Class 32 contains 48359 members 
Mstep: Class 33 contains 69912 members 
Mstep: Class 34 contains 33367 members 
Mstep: Class 35 contains 41089 members 
Mstep: Class 36 contains 15112 members 
Mstep: Class 37 contains 38833 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44058 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55700 members 
Mstep: Class 42 contains 47259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416320.000000 Penalty: 145101.093750
Iteration 438Q: 43 clusters Score -1.964163e+08 nChanged 2181
Entering ConstructFrom: 
Score: -196416320.000000 Penalty: 145101.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Entering Unmasked Estep 
Score: -2925943.250000 Penalty: 2410.213623
	Iteration 0F: 2 clusters Score -2925943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2914011.250000 Penalty: 4820.427246
	Iteration 0F: 3 clusters Score -2914011 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2918046.500000 Penalty: 4820.427246
	Iteration 1F: 3 clusters Score -2918046 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2918453.000000 Penalty: 4820.427246
	Iteration 2F: 3 clusters Score -2918453 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2918800.250000 Penalty: 4820.427246
	Iteration 3Q: 3 clusters Score -2918800 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2919098.500000 Penalty: 4820.427246
	Iteration 4Q: 3 clusters Score -2919098 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2919372.500000 Penalty: 4820.427246
	Iteration 5Q: 3 clusters Score -2919372 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2919635.750000 Penalty: 4820.427246
	Iteration 6Q: 3 clusters Score -2919636 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2919918.750000 Penalty: 4820.427246
	Iteration 7Q: 3 clusters Score -2919919 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2920172.500000 Penalty: 4820.427246
	Iteration 8Q: 3 clusters Score -2920172 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2920461.750000 Penalty: 4820.427246
	Iteration 9Q: 3 clusters Score -2920462 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2920732.750000 Penalty: 4820.427246
	Iteration 10Q: 3 clusters Score -2920733 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2920944.750000 Penalty: 4820.427246
	Iteration 11Q: 3 clusters Score -2920945 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2921143.250000 Penalty: 4820.427246
	Iteration 12Q: 3 clusters Score -2921143 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2921336.000000 Penalty: 4820.427246
	Iteration 13Q: 3 clusters Score -2921336 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2921503.750000 Penalty: 4820.427246
	Iteration 14Q: 3 clusters Score -2921504 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2921642.750000 Penalty: 4820.427246
	Iteration 15Q: 3 clusters Score -2921643 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2921778.750000 Penalty: 4820.427246
	Iteration 16Q: 3 clusters Score -2921779 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2921908.000000 Penalty: 4820.427246
	Iteration 17Q: 3 clusters Score -2921908 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2922038.000000 Penalty: 4820.427246
	Iteration 18Q: 3 clusters Score -2922038 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2922185.250000 Penalty: 4820.427246
	Iteration 19Q: 3 clusters Score -2922185 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2922324.750000 Penalty: 4820.427246
	Iteration 20F: 3 clusters Score -2922325 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2922454.500000 Penalty: 4820.427246
	Iteration 21Q: 3 clusters Score -2922454 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2922579.500000 Penalty: 4820.427246
	Iteration 22Q: 3 clusters Score -2922580 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2922679.250000 Penalty: 4820.427246
	Iteration 23Q: 3 clusters Score -2922679 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2922776.500000 Penalty: 4820.427246
	Iteration 24Q: 3 clusters Score -2922776 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2922862.500000 Penalty: 4820.427246
	Iteration 25Q: 3 clusters Score -2922862 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2922940.750000 Penalty: 4820.427246
	Iteration 26Q: 3 clusters Score -2922941 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2923030.000000 Penalty: 4820.427246
	Iteration 27Q: 3 clusters Score -2923030 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2923133.250000 Penalty: 4820.427246
	Iteration 28Q: 3 clusters Score -2923133 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2923211.750000 Penalty: 4820.427246
	Iteration 29Q: 3 clusters Score -2923212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2923266.500000 Penalty: 4820.427246
	Iteration 30Q: 3 clusters Score -2923266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2923318.250000 Penalty: 4820.427246
	Iteration 31Q: 3 clusters Score -2923318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2923371.500000 Penalty: 4820.427246
	Iteration 32Q: 3 clusters Score -2923372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2923412.000000 Penalty: 4820.427246
	Iteration 33Q: 3 clusters Score -2923412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2923448.750000 Penalty: 4820.427246
	Iteration 34Q: 3 clusters Score -2923449 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2923499.250000 Penalty: 4820.427246
	Iteration 35Q: 3 clusters Score -2923499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2923533.000000 Penalty: 4820.427246
	Iteration 36Q: 3 clusters Score -2923533 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2923563.750000 Penalty: 4820.427246
	Iteration 37Q: 3 clusters Score -2923564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2923608.750000 Penalty: 4820.427246
	Iteration 38Q: 3 clusters Score -2923609 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2923644.500000 Penalty: 4820.427246
	Iteration 39Q: 3 clusters Score -2923644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2923675.500000 Penalty: 4820.427246
	Iteration 40F: 3 clusters Score -2923676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2923692.750000 Penalty: 4820.427246
	Iteration 41Q: 3 clusters Score -2923693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2923711.750000 Penalty: 4820.427246
	Iteration 42Q: 3 clusters Score -2923712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2923731.750000 Penalty: 4820.427246
	Iteration 43Q: 3 clusters Score -2923732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2923752.500000 Penalty: 4820.427246
	Iteration 44Q: 3 clusters Score -2923752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2923776.750000 Penalty: 4820.427246
	Iteration 45Q: 3 clusters Score -2923777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2923794.000000 Penalty: 4820.427246
	Iteration 46Q: 3 clusters Score -2923794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2923814.750000 Penalty: 4820.427246
	Iteration 47Q: 3 clusters Score -2923815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2923824.000000 Penalty: 4820.427246
	Iteration 48Q: 3 clusters Score -2923824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2923832.750000 Penalty: 4820.427246
	Iteration 49Q: 3 clusters Score -2923833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2923835.500000 Penalty: 4820.427246
	Iteration 50Q: 3 clusters Score -2923836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2923850.500000 Penalty: 4820.427246
	Iteration 51Q: 3 clusters Score -2923850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2923862.000000 Penalty: 4820.427246
	Iteration 52Q: 3 clusters Score -2923862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2923873.500000 Penalty: 4820.427246
	Iteration 53Q: 3 clusters Score -2923874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2923885.500000 Penalty: 4820.427246
	Iteration 54Q: 3 clusters Score -2923886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2923892.750000 Penalty: 4820.427246
	Iteration 55Q: 3 clusters Score -2923893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2923905.250000 Penalty: 4820.427246
	Iteration 56Q: 3 clusters Score -2923905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2923919.000000 Penalty: 4820.427246
	Iteration 57Q: 3 clusters Score -2923919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2923920.750000 Penalty: 4820.427246
	Iteration 58Q: 3 clusters Score -2923921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2923921.000000 Penalty: 4820.427246
	Iteration 59Q: 3 clusters Score -2923921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2923921.500000 Penalty: 4820.427246
	Iteration 60F: 3 clusters Score -2923922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2923921.000000 Penalty: 4820.427246
	Iteration 61Q: 3 clusters Score -2923921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2923922.750000 Penalty: 4820.427246
	Iteration 62Q: 3 clusters Score -2923923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2923921.750000 Penalty: 4820.427246
	Iteration 63Q: 3 clusters Score -2923922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2923925.500000 Penalty: 4820.427246
	Iteration 64Q: 3 clusters Score -2923926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2923925.500000 Penalty: 4820.427246
	Iteration 65Q: 3 clusters Score -2923926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2923926.750000 Penalty: 4820.427246
	Iteration 66Q: 3 clusters Score -2923927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2923924.250000 Penalty: 4820.427246
	Iteration 67Q: 3 clusters Score -2923924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2923927.250000 Penalty: 4820.427246
	Iteration 68Q: 3 clusters Score -2923927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2923930.500000 Penalty: 4820.427246
	Iteration 69Q: 3 clusters Score -2923930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2923930.500000 Penalty: 4820.427246
	Iteration 70F: 3 clusters Score -2923930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Entering Unmasked Estep 
Score: -8413709.000000 Penalty: 2665.627197
	Iteration 0F: 2 clusters Score -8413709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -8383500.000000 Penalty: 5331.254395
	Iteration 0F: 3 clusters Score -8383500 nChanged 21634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -8395193.000000 Penalty: 5331.254395
	Iteration 1F: 3 clusters Score -8395193 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -8395645.000000 Penalty: 5331.254395
	Iteration 2Q: 3 clusters Score -8395645 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -8396057.000000 Penalty: 5331.254395
	Iteration 3Q: 3 clusters Score -8396057 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8396434.000000 Penalty: 5331.254395
	Iteration 4Q: 3 clusters Score -8396434 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8396731.000000 Penalty: 5331.254395
	Iteration 5Q: 3 clusters Score -8396731 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -8397038.000000 Penalty: 5331.254395
	Iteration 6Q: 3 clusters Score -8397038 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -8397324.000000 Penalty: 5331.254395
	Iteration 7Q: 3 clusters Score -8397324 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -8397633.000000 Penalty: 5331.254395
	Iteration 8Q: 3 clusters Score -8397633 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -8397970.000000 Penalty: 5331.254395
	Iteration 9Q: 3 clusters Score -8397970 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -8398421.000000 Penalty: 5331.254395
	Iteration 10Q: 3 clusters Score -8398421 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -8399053.000000 Penalty: 5331.254395
	Iteration 11Q: 3 clusters Score -8399053 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -8399864.000000 Penalty: 5331.254395
	Iteration 12Q: 3 clusters Score -8399864 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8401028.000000 Penalty: 5331.254395
	Iteration 13Q: 3 clusters Score -8401028 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -8402601.000000 Penalty: 5331.254395
	Iteration 14Q: 3 clusters Score -8402601 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -8404374.000000 Penalty: 5331.254395
	Iteration 15F: 3 clusters Score -8404374 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -8405721.000000 Penalty: 5331.254395
	Iteration 16Q: 3 clusters Score -8405721 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -8406537.000000 Penalty: 5331.254395
	Iteration 17Q: 3 clusters Score -8406537 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -8406992.000000 Penalty: 5331.254395
	Iteration 18Q: 3 clusters Score -8406992 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -8407443.000000 Penalty: 5331.254395
	Iteration 19Q: 3 clusters Score -8407443 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -8407823.000000 Penalty: 5331.254395
	Iteration 20F: 3 clusters Score -8407823 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -8408286.000000 Penalty: 5331.254395
	Iteration 21Q: 3 clusters Score -8408286 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -8408721.000000 Penalty: 5331.254395
	Iteration 22Q: 3 clusters Score -8408721 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -8409120.000000 Penalty: 5331.254395
	Iteration 23Q: 3 clusters Score -8409120 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -8409446.000000 Penalty: 5331.254395
	Iteration 24Q: 3 clusters Score -8409446 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -8409803.000000 Penalty: 5331.254395
	Iteration 25Q: 3 clusters Score -8409803 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -8410107.000000 Penalty: 5331.254395
	Iteration 26Q: 3 clusters Score -8410107 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -8410325.000000 Penalty: 5331.254395
	Iteration 27Q: 3 clusters Score -8410325 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -8410602.000000 Penalty: 5331.254395
	Iteration 28Q: 3 clusters Score -8410602 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -8410819.000000 Penalty: 5331.254395
	Iteration 29Q: 3 clusters Score -8410819 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -8410914.000000 Penalty: 5331.254395
	Iteration 30Q: 3 clusters Score -8410914 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -8410975.000000 Penalty: 5331.254395
	Iteration 31Q: 3 clusters Score -8410975 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -8411020.000000 Penalty: 5331.254395
	Iteration 32Q: 3 clusters Score -8411020 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -8411052.000000 Penalty: 5331.254395
	Iteration 33Q: 3 clusters Score -8411052 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -8411067.000000 Penalty: 5331.254395
	Iteration 34Q: 3 clusters Score -8411067 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -8411081.000000 Penalty: 5331.254395
	Iteration 35Q: 3 clusters Score -8411081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -8411082.000000 Penalty: 5331.254395
	Iteration 36Q: 3 clusters Score -8411082 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -8411060.000000 Penalty: 5331.254395
	Iteration 37Q: 3 clusters Score -8411060 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -8411042.000000 Penalty: 5331.254395
	Iteration 38Q: 3 clusters Score -8411042 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8411057.000000 Penalty: 5331.254395
	Iteration 39Q: 3 clusters Score -8411057 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8411092.000000 Penalty: 5331.254395
	Iteration 40F: 3 clusters Score -8411092 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -8411089.000000 Penalty: 5331.254395
	Iteration 41Q: 3 clusters Score -8411089 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -8411103.000000 Penalty: 5331.254395
	Iteration 42Q: 3 clusters Score -8411103 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -8411095.000000 Penalty: 5331.254395
	Iteration 43Q: 3 clusters Score -8411095 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -8411082.000000 Penalty: 5331.254395
	Iteration 44Q: 3 clusters Score -8411082 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -8411091.000000 Penalty: 5331.254395
	Iteration 45Q: 3 clusters Score -8411091 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -8411057.000000 Penalty: 5331.254395
	Iteration 46Q: 3 clusters Score -8411057 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -8410982.000000 Penalty: 5331.254395
	Iteration 47Q: 3 clusters Score -8410982 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -8410995.000000 Penalty: 5331.254395
	Iteration 48Q: 3 clusters Score -8410995 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -8411008.000000 Penalty: 5331.254395
	Iteration 49Q: 3 clusters Score -8411008 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -8411014.000000 Penalty: 5331.254395
	Iteration 50Q: 3 clusters Score -8411014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -8410990.000000 Penalty: 5331.254395
	Iteration 51Q: 3 clusters Score -8410990 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -8410973.000000 Penalty: 5331.254395
	Iteration 52Q: 3 clusters Score -8410973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -8410984.000000 Penalty: 5331.254395
	Iteration 53Q: 3 clusters Score -8410984 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -8411002.000000 Penalty: 5331.254395
	Iteration 54Q: 3 clusters Score -8411002 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -8411032.000000 Penalty: 5331.254395
	Iteration 55Q: 3 clusters Score -8411032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -8411009.000000 Penalty: 5331.254395
	Iteration 56Q: 3 clusters Score -8411009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -8411007.000000 Penalty: 5331.254395
	Iteration 57Q: 3 clusters Score -8411007 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -8411003.000000 Penalty: 5331.254395
	Iteration 58Q: 3 clusters Score -8411003 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -8411022.000000 Penalty: 5331.254395
	Iteration 59Q: 3 clusters Score -8411022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -8411019.000000 Penalty: 5331.254395
	Iteration 60F: 3 clusters Score -8411019 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -8410996.000000 Penalty: 5331.254395
	Iteration 61Q: 3 clusters Score -8410996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8410991.000000 Penalty: 5331.254395
	Iteration 62Q: 3 clusters Score -8410991 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -8410973.000000 Penalty: 5331.254395
	Iteration 63Q: 3 clusters Score -8410973 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8410972.000000 Penalty: 5331.254395
	Iteration 64Q: 3 clusters Score -8410972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -8410978.000000 Penalty: 5331.254395
	Iteration 65Q: 3 clusters Score -8410978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8410968.000000 Penalty: 5331.254395
	Iteration 66Q: 3 clusters Score -8410968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -8410968.000000 Penalty: 5331.254395
	Iteration 67Q: 3 clusters Score -8410968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -8410956.000000 Penalty: 5331.254395
	Iteration 68Q: 3 clusters Score -8410956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8410951.000000 Penalty: 5331.254395
	Iteration 69Q: 3 clusters Score -8410951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -8410960.000000 Penalty: 5331.254395
	Iteration 70Q: 3 clusters Score -8410960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -8410966.000000 Penalty: 5331.254395
	Iteration 71Q: 3 clusters Score -8410966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -8410955.000000 Penalty: 5331.254395
	Iteration 72Q: 3 clusters Score -8410955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -8410961.000000 Penalty: 5331.254395
	Iteration 73Q: 3 clusters Score -8410961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8410944.000000 Penalty: 5331.254395
	Iteration 74Q: 3 clusters Score -8410944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -8410957.000000 Penalty: 5331.254395
	Iteration 75Q: 3 clusters Score -8410957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8410968.000000 Penalty: 5331.254395
	Iteration 76Q: 3 clusters Score -8410968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8410976.000000 Penalty: 5331.254395
	Iteration 77Q: 3 clusters Score -8410976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8410961.000000 Penalty: 5331.254395
	Iteration 78Q: 3 clusters Score -8410961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8410947.000000 Penalty: 5331.254395
	Iteration 79Q: 3 clusters Score -8410947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -8410942.000000 Penalty: 5331.254395
	Iteration 80F: 3 clusters Score -8410942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8410949.000000 Penalty: 5331.254395
	Iteration 81Q: 3 clusters Score -8410949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -8410956.000000 Penalty: 5331.254395
	Iteration 82Q: 3 clusters Score -8410956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8410955.000000 Penalty: 5331.254395
	Iteration 83Q: 3 clusters Score -8410955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -8410964.000000 Penalty: 5331.254395
	Iteration 84Q: 3 clusters Score -8410964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -8410961.000000 Penalty: 5331.254395
	Iteration 85Q: 3 clusters Score -8410961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8410969.000000 Penalty: 5331.254395
	Iteration 86Q: 3 clusters Score -8410969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -8410969.000000 Penalty: 5331.254395
	Iteration 87Q: 3 clusters Score -8410969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -8410966.000000 Penalty: 5331.254395
	Iteration 88Q: 3 clusters Score -8410966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -8410958.000000 Penalty: 5331.254395
	Iteration 89Q: 3 clusters Score -8410958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -8410960.000000 Penalty: 5331.254395
	Iteration 90Q: 3 clusters Score -8410960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -8410946.000000 Penalty: 5331.254395
	Iteration 91Q: 3 clusters Score -8410946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -8410932.000000 Penalty: 5331.254395
	Iteration 92Q: 3 clusters Score -8410932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -8410942.000000 Penalty: 5331.254395
	Iteration 93Q: 3 clusters Score -8410942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8410943.000000 Penalty: 5331.254395
	Iteration 94Q: 3 clusters Score -8410943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8410952.000000 Penalty: 5331.254395
	Iteration 95Q: 3 clusters Score -8410952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8410943.000000 Penalty: 5331.254395
	Iteration 96Q: 3 clusters Score -8410943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8410944.000000 Penalty: 5331.254395
	Iteration 97Q: 3 clusters Score -8410944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8410944.000000 Penalty: 5331.254395
	Iteration 98F: 3 clusters Score -8410944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Entering Unmasked Estep 
Score: -6039325.500000 Penalty: 2586.988770
	Iteration 0F: 2 clusters Score -6039326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -6016217.500000 Penalty: 5173.977539
	Iteration 0F: 3 clusters Score -6016218 nChanged 15469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -6024371.000000 Penalty: 5173.977539
	Iteration 1F: 3 clusters Score -6024371 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -6024781.500000 Penalty: 5173.977539
	Iteration 2Q: 3 clusters Score -6024782 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -6025137.000000 Penalty: 5173.977539
	Iteration 3Q: 3 clusters Score -6025137 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -6025516.000000 Penalty: 5173.977539
	Iteration 4Q: 3 clusters Score -6025516 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -6025993.500000 Penalty: 5173.977539
	Iteration 5Q: 3 clusters Score -6025994 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -6026515.500000 Penalty: 5173.977539
	Iteration 6Q: 3 clusters Score -6026516 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -6027177.500000 Penalty: 5173.977539
	Iteration 7Q: 3 clusters Score -6027178 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -6027920.500000 Penalty: 5173.977539
	Iteration 8Q: 3 clusters Score -6027920 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -6028904.500000 Penalty: 5173.977539
	Iteration 9Q: 3 clusters Score -6028904 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -6030211.000000 Penalty: 5173.977539
	Iteration 10F: 3 clusters Score -6030211 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -6031679.500000 Penalty: 5173.977539
	Iteration 11F: 3 clusters Score -6031680 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6033193.500000 Penalty: 5173.977539
	Iteration 12F: 3 clusters Score -6033194 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6034413.500000 Penalty: 5173.977539
	Iteration 13Q: 3 clusters Score -6034414 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6035257.000000 Penalty: 5173.977539
	Iteration 14Q: 3 clusters Score -6035257 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6035761.500000 Penalty: 5173.977539
	Iteration 15Q: 3 clusters Score -6035762 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6036074.500000 Penalty: 5173.977539
	Iteration 16Q: 3 clusters Score -6036074 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6036319.500000 Penalty: 5173.977539
	Iteration 17Q: 3 clusters Score -6036320 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6036499.000000 Penalty: 5173.977539
	Iteration 18Q: 3 clusters Score -6036499 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6036640.500000 Penalty: 5173.977539
	Iteration 19Q: 3 clusters Score -6036640 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6036759.000000 Penalty: 5173.977539
	Iteration 20F: 3 clusters Score -6036759 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6036847.500000 Penalty: 5173.977539
	Iteration 21Q: 3 clusters Score -6036848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6036885.500000 Penalty: 5173.977539
	Iteration 22Q: 3 clusters Score -6036886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6036935.000000 Penalty: 5173.977539
	Iteration 23Q: 3 clusters Score -6036935 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6036975.000000 Penalty: 5173.977539
	Iteration 24Q: 3 clusters Score -6036975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6037026.000000 Penalty: 5173.977539
	Iteration 25Q: 3 clusters Score -6037026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6037058.000000 Penalty: 5173.977539
	Iteration 26Q: 3 clusters Score -6037058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6037071.000000 Penalty: 5173.977539
	Iteration 27Q: 3 clusters Score -6037071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6037094.000000 Penalty: 5173.977539
	Iteration 28Q: 3 clusters Score -6037094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6037094.500000 Penalty: 5173.977539
	Iteration 29Q: 3 clusters Score -6037094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6037103.500000 Penalty: 5173.977539
	Iteration 30Q: 3 clusters Score -6037104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6037101.000000 Penalty: 5173.977539
	Iteration 31Q: 3 clusters Score -6037101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6037109.500000 Penalty: 5173.977539
	Iteration 32Q: 3 clusters Score -6037110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6037120.000000 Penalty: 5173.977539
	Iteration 33Q: 3 clusters Score -6037120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6037123.000000 Penalty: 5173.977539
	Iteration 34Q: 3 clusters Score -6037123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6037117.500000 Penalty: 5173.977539
	Iteration 35Q: 3 clusters Score -6037118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6037118.000000 Penalty: 5173.977539
	Iteration 36Q: 3 clusters Score -6037118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6037117.500000 Penalty: 5173.977539
	Iteration 37Q: 3 clusters Score -6037118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6037121.500000 Penalty: 5173.977539
	Iteration 38Q: 3 clusters Score -6037122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6037126.000000 Penalty: 5173.977539
	Iteration 39Q: 3 clusters Score -6037126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6037130.500000 Penalty: 5173.977539
	Iteration 40F: 3 clusters Score -6037130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6037136.500000 Penalty: 5173.977539
	Iteration 41Q: 3 clusters Score -6037136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6037132.500000 Penalty: 5173.977539
	Iteration 42Q: 3 clusters Score -6037132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6037134.000000 Penalty: 5173.977539
	Iteration 43Q: 3 clusters Score -6037134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6037139.000000 Penalty: 5173.977539
	Iteration 44Q: 3 clusters Score -6037139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6037142.500000 Penalty: 5173.977539
	Iteration 45Q: 3 clusters Score -6037142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6037136.500000 Penalty: 5173.977539
	Iteration 46Q: 3 clusters Score -6037136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6037146.000000 Penalty: 5173.977539
	Iteration 47Q: 3 clusters Score -6037146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6037146.000000 Penalty: 5173.977539
	Iteration 48F: 3 clusters Score -6037146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -764472.812500 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -764472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -760271.812500 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -760271.8 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -761304.062500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -761304.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -761557.187500 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -761557.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -761711.000000 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -761711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -761831.625000 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -761831.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -761943.750000 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -761943.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -762036.125000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -762036.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -762106.125000 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -762106.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -762202.937500 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -762202.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -762310.625000 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -762310.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -762420.375000 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -762420.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -762564.312500 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -762564.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -762682.375000 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -762682.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -762795.875000 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -762795.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -762888.062500 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -762888.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -762954.187500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -762954.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -763005.625000 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -763005.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -763057.437500 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -763057.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -763110.250000 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -763110.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -763157.937500 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -763157.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -763205.250000 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -763205.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -763246.312500 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -763246.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -763281.000000 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -763281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -763322.500000 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -763322.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -763369.937500 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -763369.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -763420.312500 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -763420.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -763462.125000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -763462.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -763480.812500 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -763480.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -763488.750000 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -763488.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -763493.125000 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -763493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -763496.625000 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -763496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -763499.437500 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -763499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -763502.375000 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -763502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -763504.625000 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -763504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -763504.062500 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -763504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -763506.937500 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -763506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -763507.625000 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -763507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -763509.875000 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -763509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -763510.125000 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -763510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -763510.625000 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -763510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -763510.625000 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -763510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -447259.250000 Penalty: 1957.975708
	Iteration 0F: 2 clusters Score -447259.2 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 1377 members 
Entering Unmasked Estep 
Score: -444173.718750 Penalty: 3915.951416
	Iteration 0F: 3 clusters Score -444173.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -444815.218750 Penalty: 3915.951416
	Iteration 1F: 3 clusters Score -444815.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -445028.250000 Penalty: 3915.951416
	Iteration 2F: 3 clusters Score -445028.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -445214.781250 Penalty: 3915.951416
	Iteration 3F: 3 clusters Score -445214.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -445384.656250 Penalty: 3915.951416
	Iteration 4F: 3 clusters Score -445384.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -445509.156250 Penalty: 3915.951416
	Iteration 5Q: 3 clusters Score -445509.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -445605.718750 Penalty: 3915.951416
	Iteration 6Q: 3 clusters Score -445605.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -445683.187500 Penalty: 3915.951416
	Iteration 7Q: 3 clusters Score -445683.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -445744.812500 Penalty: 3915.951416
	Iteration 8Q: 3 clusters Score -445744.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -445801.906250 Penalty: 3915.951416
	Iteration 9Q: 3 clusters Score -445801.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -445849.500000 Penalty: 3915.951416
	Iteration 10Q: 3 clusters Score -445849.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -445884.906250 Penalty: 3915.951416
	Iteration 11Q: 3 clusters Score -445884.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -445917.687500 Penalty: 3915.951416
	Iteration 12Q: 3 clusters Score -445917.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -445946.125000 Penalty: 3915.951416
	Iteration 13Q: 3 clusters Score -445946.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -445979.343750 Penalty: 3915.951416
	Iteration 14Q: 3 clusters Score -445979.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -445988.343750 Penalty: 3915.951416
	Iteration 15Q: 3 clusters Score -445988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -445995.875000 Penalty: 3915.951416
	Iteration 16Q: 3 clusters Score -445995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -446003.093750 Penalty: 3915.951416
	Iteration 17Q: 3 clusters Score -446003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -446010.218750 Penalty: 3915.951416
	Iteration 18Q: 3 clusters Score -446010.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -446017.125000 Penalty: 3915.951416
	Iteration 19Q: 3 clusters Score -446017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -446022.218750 Penalty: 3915.951416
	Iteration 20F: 3 clusters Score -446022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -446026.781250 Penalty: 3915.951416
	Iteration 21Q: 3 clusters Score -446026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -446034.468750 Penalty: 3915.951416
	Iteration 22Q: 3 clusters Score -446034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -446037.500000 Penalty: 3915.951416
	Iteration 23Q: 3 clusters Score -446037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -446041.031250 Penalty: 3915.951416
	Iteration 24Q: 3 clusters Score -446041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -446043.250000 Penalty: 3915.951416
	Iteration 25Q: 3 clusters Score -446043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -446045.875000 Penalty: 3915.951416
	Iteration 26Q: 3 clusters Score -446045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -446047.906250 Penalty: 3915.951416
	Iteration 27Q: 3 clusters Score -446047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -446050.500000 Penalty: 3915.951416
	Iteration 28Q: 3 clusters Score -446050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -446053.562500 Penalty: 3915.951416
	Iteration 29Q: 3 clusters Score -446053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -446054.531250 Penalty: 3915.951416
	Iteration 30Q: 3 clusters Score -446054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -446056.281250 Penalty: 3915.951416
	Iteration 31Q: 3 clusters Score -446056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -446058.031250 Penalty: 3915.951416
	Iteration 32Q: 3 clusters Score -446058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -446058.687500 Penalty: 3915.951416
	Iteration 33Q: 3 clusters Score -446058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -446058.843750 Penalty: 3915.951416
	Iteration 34Q: 3 clusters Score -446058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -446059.343750 Penalty: 3915.951416
	Iteration 35Q: 3 clusters Score -446059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -446061.625000 Penalty: 3915.951416
	Iteration 36Q: 3 clusters Score -446061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -446063.312500 Penalty: 3915.951416
	Iteration 37Q: 3 clusters Score -446063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -446063.625000 Penalty: 3915.951416
	Iteration 38Q: 3 clusters Score -446063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -446063.875000 Penalty: 3915.951416
	Iteration 39Q: 3 clusters Score -446063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -446064.343750 Penalty: 3915.951416
	Iteration 40F: 3 clusters Score -446064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -446065.187500 Penalty: 3915.951416
	Iteration 41Q: 3 clusters Score -446065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -446066.468750 Penalty: 3915.951416
	Iteration 42Q: 3 clusters Score -446066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -446067.656250 Penalty: 3915.951416
	Iteration 43Q: 3 clusters Score -446067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -446068.187500 Penalty: 3915.951416
	Iteration 44Q: 3 clusters Score -446068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -446068.531250 Penalty: 3915.951416
	Iteration 45Q: 3 clusters Score -446068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -446068.531250 Penalty: 3915.951416
	Iteration 46F: 3 clusters Score -446068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Entering Unmasked Estep 
Score: -7692051.500000 Penalty: 2644.849121
	Iteration 0F: 2 clusters Score -7692052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -7663710.000000 Penalty: 5289.698242
	Iteration 0F: 3 clusters Score -7663710 nChanged 19734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -7674895.500000 Penalty: 5289.698242
	Iteration 1F: 3 clusters Score -7674896 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -7676335.000000 Penalty: 5289.698242
	Iteration 2F: 3 clusters Score -7676335 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -7678389.000000 Penalty: 5289.698242
	Iteration 3F: 3 clusters Score -7678389 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -7681041.000000 Penalty: 5289.698242
	Iteration 4F: 3 clusters Score -7681041 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -7684015.000000 Penalty: 5289.698242
	Iteration 5F: 3 clusters Score -7684015 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7686778.500000 Penalty: 5289.698242
	Iteration 6F: 3 clusters Score -7686778 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -7688953.000000 Penalty: 5289.698242
	Iteration 7F: 3 clusters Score -7688953 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -7690370.000000 Penalty: 5289.698242
	Iteration 8Q: 3 clusters Score -7690370 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -7690994.000000 Penalty: 5289.698242
	Iteration 9Q: 3 clusters Score -7690994 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -7691173.500000 Penalty: 5289.698242
	Iteration 10Q: 3 clusters Score -7691174 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -7691235.500000 Penalty: 5289.698242
	Iteration 11Q: 3 clusters Score -7691236 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -7691299.500000 Penalty: 5289.698242
	Iteration 12Q: 3 clusters Score -7691300 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -7691345.000000 Penalty: 5289.698242
	Iteration 13Q: 3 clusters Score -7691345 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -7691357.500000 Penalty: 5289.698242
	Iteration 14Q: 3 clusters Score -7691358 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -7691362.000000 Penalty: 5289.698242
	Iteration 15Q: 3 clusters Score -7691362 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -7691373.500000 Penalty: 5289.698242
	Iteration 16Q: 3 clusters Score -7691374 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -7691403.500000 Penalty: 5289.698242
	Iteration 17Q: 3 clusters Score -7691404 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -7691432.500000 Penalty: 5289.698242
	Iteration 18Q: 3 clusters Score -7691432 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -7691448.000000 Penalty: 5289.698242
	Iteration 19Q: 3 clusters Score -7691448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -7691484.000000 Penalty: 5289.698242
	Iteration 20F: 3 clusters Score -7691484 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -7691499.000000 Penalty: 5289.698242
	Iteration 21Q: 3 clusters Score -7691499 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7691512.000000 Penalty: 5289.698242
	Iteration 22Q: 3 clusters Score -7691512 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -7691501.500000 Penalty: 5289.698242
	Iteration 23Q: 3 clusters Score -7691502 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -7691541.000000 Penalty: 5289.698242
	Iteration 24Q: 3 clusters Score -7691541 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -7691556.500000 Penalty: 5289.698242
	Iteration 25Q: 3 clusters Score -7691556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -7691554.000000 Penalty: 5289.698242
	Iteration 26Q: 3 clusters Score -7691554 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -7691548.500000 Penalty: 5289.698242
	Iteration 27Q: 3 clusters Score -7691548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -7691544.500000 Penalty: 5289.698242
	Iteration 28Q: 3 clusters Score -7691544 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -7691548.500000 Penalty: 5289.698242
	Iteration 29Q: 3 clusters Score -7691548 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -7691561.500000 Penalty: 5289.698242
	Iteration 30Q: 3 clusters Score -7691562 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -7691575.500000 Penalty: 5289.698242
	Iteration 31Q: 3 clusters Score -7691576 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -7691586.000000 Penalty: 5289.698242
	Iteration 32Q: 3 clusters Score -7691586 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -7691578.500000 Penalty: 5289.698242
	Iteration 33Q: 3 clusters Score -7691578 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -7691603.500000 Penalty: 5289.698242
	Iteration 34Q: 3 clusters Score -7691604 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -7691601.500000 Penalty: 5289.698242
	Iteration 35Q: 3 clusters Score -7691602 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -7691594.500000 Penalty: 5289.698242
	Iteration 36Q: 3 clusters Score -7691594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -7691603.500000 Penalty: 5289.698242
	Iteration 37Q: 3 clusters Score -7691604 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -7691599.500000 Penalty: 5289.698242
	Iteration 38Q: 3 clusters Score -7691600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -7691599.000000 Penalty: 5289.698242
	Iteration 39Q: 3 clusters Score -7691599 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -7691592.500000 Penalty: 5289.698242
	Iteration 40F: 3 clusters Score -7691592 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -7691608.000000 Penalty: 5289.698242
	Iteration 41Q: 3 clusters Score -7691608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -7691624.000000 Penalty: 5289.698242
	Iteration 42Q: 3 clusters Score -7691624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -7691622.000000 Penalty: 5289.698242
	Iteration 43Q: 3 clusters Score -7691622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -7691619.000000 Penalty: 5289.698242
	Iteration 44Q: 3 clusters Score -7691619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7691610.000000 Penalty: 5289.698242
	Iteration 45Q: 3 clusters Score -7691610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -7691618.000000 Penalty: 5289.698242
	Iteration 46Q: 3 clusters Score -7691618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -7691613.000000 Penalty: 5289.698242
	Iteration 47Q: 3 clusters Score -7691613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -7691594.000000 Penalty: 5289.698242
	Iteration 48Q: 3 clusters Score -7691594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7691596.500000 Penalty: 5289.698242
	Iteration 49Q: 3 clusters Score -7691596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7691569.500000 Penalty: 5289.698242
	Iteration 50Q: 3 clusters Score -7691570 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -7691574.000000 Penalty: 5289.698242
	Iteration 51Q: 3 clusters Score -7691574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -7691580.500000 Penalty: 5289.698242
	Iteration 52Q: 3 clusters Score -7691580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -7691569.000000 Penalty: 5289.698242
	Iteration 53Q: 3 clusters Score -7691569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -7691578.000000 Penalty: 5289.698242
	Iteration 54Q: 3 clusters Score -7691578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -7691562.000000 Penalty: 5289.698242
	Iteration 55Q: 3 clusters Score -7691562 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -7691547.000000 Penalty: 5289.698242
	Iteration 56Q: 3 clusters Score -7691547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -7691569.000000 Penalty: 5289.698242
	Iteration 57Q: 3 clusters Score -7691569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -7691583.000000 Penalty: 5289.698242
	Iteration 58Q: 3 clusters Score -7691583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -7691595.000000 Penalty: 5289.698242
	Iteration 59Q: 3 clusters Score -7691595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -7691562.500000 Penalty: 5289.698242
	Iteration 60F: 3 clusters Score -7691562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7691571.000000 Penalty: 5289.698242
	Iteration 61Q: 3 clusters Score -7691571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -7691565.500000 Penalty: 5289.698242
	Iteration 62Q: 3 clusters Score -7691566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -7691568.500000 Penalty: 5289.698242
	Iteration 63Q: 3 clusters Score -7691568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7691560.500000 Penalty: 5289.698242
	Iteration 64Q: 3 clusters Score -7691560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7691566.000000 Penalty: 5289.698242
	Iteration 65Q: 3 clusters Score -7691566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -7691566.500000 Penalty: 5289.698242
	Iteration 66Q: 3 clusters Score -7691566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -7691567.000000 Penalty: 5289.698242
	Iteration 67Q: 3 clusters Score -7691567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7691570.500000 Penalty: 5289.698242
	Iteration 68Q: 3 clusters Score -7691570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -7691565.500000 Penalty: 5289.698242
	Iteration 69Q: 3 clusters Score -7691566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -7691573.000000 Penalty: 5289.698242
	Iteration 70Q: 3 clusters Score -7691573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -7691553.000000 Penalty: 5289.698242
	Iteration 71Q: 3 clusters Score -7691553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7691562.000000 Penalty: 5289.698242
	Iteration 72Q: 3 clusters Score -7691562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7691564.500000 Penalty: 5289.698242
	Iteration 73Q: 3 clusters Score -7691564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -7691557.500000 Penalty: 5289.698242
	Iteration 74Q: 3 clusters Score -7691558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7691559.000000 Penalty: 5289.698242
	Iteration 75Q: 3 clusters Score -7691559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7691556.000000 Penalty: 5289.698242
	Iteration 76Q: 3 clusters Score -7691556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7691566.000000 Penalty: 5289.698242
	Iteration 77Q: 3 clusters Score -7691566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7691561.000000 Penalty: 5289.698242
	Iteration 78Q: 3 clusters Score -7691561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -7691566.000000 Penalty: 5289.698242
	Iteration 79Q: 3 clusters Score -7691566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -7691551.500000 Penalty: 5289.698242
	Iteration 80F: 3 clusters Score -7691552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7691545.000000 Penalty: 5289.698242
	Iteration 81Q: 3 clusters Score -7691545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7691532.000000 Penalty: 5289.698242
	Iteration 82Q: 3 clusters Score -7691532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -7691534.500000 Penalty: 5289.698242
	Iteration 83Q: 3 clusters Score -7691534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7691541.500000 Penalty: 5289.698242
	Iteration 84Q: 3 clusters Score -7691542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7691536.500000 Penalty: 5289.698242
	Iteration 85Q: 3 clusters Score -7691536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7691529.000000 Penalty: 5289.698242
	Iteration 86Q: 3 clusters Score -7691529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7691542.500000 Penalty: 5289.698242
	Iteration 87Q: 3 clusters Score -7691542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -7691537.500000 Penalty: 5289.698242
	Iteration 88Q: 3 clusters Score -7691538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7691537.000000 Penalty: 5289.698242
	Iteration 89Q: 3 clusters Score -7691537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7691531.000000 Penalty: 5289.698242
	Iteration 90Q: 3 clusters Score -7691531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7691529.500000 Penalty: 5289.698242
	Iteration 91Q: 3 clusters Score -7691530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7691534.500000 Penalty: 5289.698242
	Iteration 92Q: 3 clusters Score -7691534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -7691533.000000 Penalty: 5289.698242
	Iteration 93Q: 3 clusters Score -7691533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7691537.500000 Penalty: 5289.698242
	Iteration 94Q: 3 clusters Score -7691538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7691532.000000 Penalty: 5289.698242
	Iteration 95Q: 3 clusters Score -7691532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7691532.000000 Penalty: 5289.698242
	Iteration 96F: 3 clusters Score -7691532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Entering Unmasked Estep 
Score: -8639587.000000 Penalty: 2675.198242
	Iteration 0F: 2 clusters Score -8639587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -8607810.000000 Penalty: 5350.396484
	Iteration 0F: 3 clusters Score -8607810 nChanged 22376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -8620011.000000 Penalty: 5350.396484
	Iteration 1F: 3 clusters Score -8620011 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -8620497.000000 Penalty: 5350.396484
	Iteration 2Q: 3 clusters Score -8620497 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8620952.000000 Penalty: 5350.396484
	Iteration 3Q: 3 clusters Score -8620952 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -8621375.000000 Penalty: 5350.396484
	Iteration 4Q: 3 clusters Score -8621375 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -8621798.000000 Penalty: 5350.396484
	Iteration 5Q: 3 clusters Score -8621798 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -8622315.000000 Penalty: 5350.396484
	Iteration 6Q: 3 clusters Score -8622315 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -8622912.000000 Penalty: 5350.396484
	Iteration 7Q: 3 clusters Score -8622912 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -8623618.000000 Penalty: 5350.396484
	Iteration 8Q: 3 clusters Score -8623618 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -8624557.000000 Penalty: 5350.396484
	Iteration 9Q: 3 clusters Score -8624557 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -8625771.000000 Penalty: 5350.396484
	Iteration 10Q: 3 clusters Score -8625771 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -8627197.000000 Penalty: 5350.396484
	Iteration 11Q: 3 clusters Score -8627197 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -8628826.000000 Penalty: 5350.396484
	Iteration 12Q: 3 clusters Score -8628826 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -8630447.000000 Penalty: 5350.396484
	Iteration 13Q: 3 clusters Score -8630447 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -8631819.000000 Penalty: 5350.396484
	Iteration 14Q: 3 clusters Score -8631819 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -8632829.000000 Penalty: 5350.396484
	Iteration 15Q: 3 clusters Score -8632829 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -8633417.000000 Penalty: 5350.396484
	Iteration 16Q: 3 clusters Score -8633417 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -8633853.000000 Penalty: 5350.396484
	Iteration 17Q: 3 clusters Score -8633853 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -8634115.000000 Penalty: 5350.396484
	Iteration 18Q: 3 clusters Score -8634115 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -8634425.000000 Penalty: 5350.396484
	Iteration 19Q: 3 clusters Score -8634425 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -8634632.000000 Penalty: 5350.396484
	Iteration 20F: 3 clusters Score -8634632 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -8634846.000000 Penalty: 5350.396484
	Iteration 21Q: 3 clusters Score -8634846 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -8635091.000000 Penalty: 5350.396484
	Iteration 22Q: 3 clusters Score -8635091 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -8635301.000000 Penalty: 5350.396484
	Iteration 23Q: 3 clusters Score -8635301 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8635569.000000 Penalty: 5350.396484
	Iteration 24Q: 3 clusters Score -8635569 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8635897.000000 Penalty: 5350.396484
	Iteration 25Q: 3 clusters Score -8635897 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -8636146.000000 Penalty: 5350.396484
	Iteration 26Q: 3 clusters Score -8636146 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -8636427.000000 Penalty: 5350.396484
	Iteration 27Q: 3 clusters Score -8636427 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8636580 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8636727 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8636806 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8636897 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8636985 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8637036 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8637047 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8637063 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8637092 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8637124 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8637123 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8637139 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8637169 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8637152 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8637170 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8637192 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8637208 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8637211 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -8637235.000000 Penalty: 5350.396484
	Iteration 46Q: 3 clusters Score -8637235 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8637230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8637250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8637287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8637303.000000 Penalty: 5350.396484
	Iteration 50Q: 3 clusters Score -8637303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8637308 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8637312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8637307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8637320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8637345 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8637335 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8637356 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -8637354.000000 Penalty: 5350.396484
	Iteration 58Q: 3 clusters Score -8637354 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8637350 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8637358 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8637354 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8637363 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8637369 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8637368 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8637370 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8637387 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -8637385.000000 Penalty: 5350.396484
	Iteration 67Q: 3 clusters Score -8637385 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8637400 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -8637405.000000 Penalty: 5350.396484
	Iteration 69Q: 3 clusters Score -8637405 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -8637402.000000 Penalty: 5350.396484
	Iteration 70Q: 3 clusters Score -8637402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -8637411.000000 Penalty: 5350.396484
	Iteration 71Q: 3 clusters Score -8637411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -8637415.000000 Penalty: 5350.396484
	Iteration 72Q: 3 clusters Score -8637415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8637420.000000 Penalty: 5350.396484
	Iteration 73Q: 3 clusters Score -8637420 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -8637425.000000 Penalty: 5350.396484
	Iteration 74Q: 3 clusters Score -8637425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -8637427.000000 Penalty: 5350.396484
	Iteration 75Q: 3 clusters Score -8637427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -8637426.000000 Penalty: 5350.396484
	Iteration 76Q: 3 clusters Score -8637426 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -8637421.000000 Penalty: 5350.396484
	Iteration 77Q: 3 clusters Score -8637421 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -8637417.000000 Penalty: 5350.396484
	Iteration 78Q: 3 clusters Score -8637417 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -8637421.000000 Penalty: 5350.396484
	Iteration 79Q: 3 clusters Score -8637421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8637405.000000 Penalty: 5350.396484
	Iteration 80F: 3 clusters Score -8637405 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -8637406.000000 Penalty: 5350.396484
	Iteration 81Q: 3 clusters Score -8637406 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8637426.000000 Penalty: 5350.396484
	Iteration 82Q: 3 clusters Score -8637426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8637432.000000 Penalty: 5350.396484
	Iteration 83Q: 3 clusters Score -8637432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -8637433.000000 Penalty: 5350.396484
	Iteration 84Q: 3 clusters Score -8637433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -8637441.000000 Penalty: 5350.396484
	Iteration 85Q: 3 clusters Score -8637441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8637444.000000 Penalty: 5350.396484
	Iteration 86Q: 3 clusters Score -8637444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8637442.000000 Penalty: 5350.396484
	Iteration 87Q: 3 clusters Score -8637442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8637441.000000 Penalty: 5350.396484
	Iteration 88Q: 3 clusters Score -8637441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8637444.000000 Penalty: 5350.396484
	Iteration 89Q: 3 clusters Score -8637444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -8637438.000000 Penalty: 5350.396484
	Iteration 90Q: 3 clusters Score -8637438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8637451.000000 Penalty: 5350.396484
	Iteration 91Q: 3 clusters Score -8637451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8637445.000000 Penalty: 5350.396484
	Iteration 92Q: 3 clusters Score -8637445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8637451.000000 Penalty: 5350.396484
	Iteration 93Q: 3 clusters Score -8637451 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -8637453.000000 Penalty: 5350.396484
	Iteration 94Q: 3 clusters Score -8637453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8637450.000000 Penalty: 5350.396484
	Iteration 95Q: 3 clusters Score -8637450 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8637445.000000 Penalty: 5350.396484
	Iteration 96Q: 3 clusters Score -8637445 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -8637449.000000 Penalty: 5350.396484
	Iteration 97Q: 3 clusters Score -8637449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -8637441.000000 Penalty: 5350.396484
	Iteration 98Q: 3 clusters Score -8637441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -8637445.000000 Penalty: 5350.396484
	Iteration 99Q: 3 clusters Score -8637445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -8637441.000000 Penalty: 5350.396484
	Iteration 100F: 3 clusters Score -8637441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8637441.000000 Penalty: 5350.396484
	Iteration 101Q: 3 clusters Score -8637441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8637446.000000 Penalty: 5350.396484
	Iteration 102Q: 3 clusters Score -8637446 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8637452.000000 Penalty: 5350.396484
	Iteration 103Q: 3 clusters Score -8637452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8637457.000000 Penalty: 5350.396484
	Iteration 104Q: 3 clusters Score -8637457 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8637454.000000 Penalty: 5350.396484
	Iteration 105Q: 3 clusters Score -8637454 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -8637458.000000 Penalty: 5350.396484
	Iteration 106Q: 3 clusters Score -8637458 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -8637464.000000 Penalty: 5350.396484
	Iteration 107Q: 3 clusters Score -8637464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -8637460.000000 Penalty: 5350.396484
	Iteration 108Q: 3 clusters Score -8637460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -8637463.000000 Penalty: 5350.396484
	Iteration 109Q: 3 clusters Score -8637463 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8637462.000000 Penalty: 5350.396484
	Iteration 110Q: 3 clusters Score -8637462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8637458.000000 Penalty: 5350.396484
	Iteration 111Q: 3 clusters Score -8637458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8637459.000000 Penalty: 5350.396484
	Iteration 112Q: 3 clusters Score -8637459 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -8637463.000000 Penalty: 5350.396484
	Iteration 113Q: 3 clusters Score -8637463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8637459.000000 Penalty: 5350.396484
	Iteration 114Q: 3 clusters Score -8637459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -8637459.000000 Penalty: 5350.396484
	Iteration 115Q: 3 clusters Score -8637459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -8637458.000000 Penalty: 5350.396484
	Iteration 116Q: 3 clusters Score -8637458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8637457.000000 Penalty: 5350.396484
	Iteration 117Q: 3 clusters Score -8637457 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -8637455.000000 Penalty: 5350.396484
	Iteration 118Q: 3 clusters Score -8637455 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -8637455.000000 Penalty: 5350.396484
	Iteration 119F: 3 clusters Score -8637455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13962 members 
Entering Unmasked Estep 
Score: -2369768.750000 Penalty: 2366.935547
	Iteration 0F: 2 clusters Score -2369769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2359488.500000 Penalty: 4733.871094
	Iteration 0F: 3 clusters Score -2359488 nChanged 5945
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2362602 nChanged 884
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2363037 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2363554.750000 Penalty: 4733.871094
	Iteration 3F: 3 clusters Score -2363555 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2364228 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2365240.750000 Penalty: 4733.871094
	Iteration 5F: 3 clusters Score -2365241 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2366388 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2367233 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2367729.250000 Penalty: 4733.871094
	Iteration 8F: 3 clusters Score -2367729 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2368071.500000 Penalty: 4733.871094
	Iteration 9Q: 3 clusters Score -2368072 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2368299.250000 Penalty: 4733.871094
	Iteration 10Q: 3 clusters Score -2368299 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2368485.750000 Penalty: 4733.871094
	Iteration 11Q: 3 clusters Score -2368486 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2368616.500000 Penalty: 4733.871094
	Iteration 12Q: 3 clusters Score -2368616 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2368729.750000 Penalty: 4733.871094
	Iteration 13Q: 3 clusters Score -2368730 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2368818.500000 Penalty: 4733.871094
	Iteration 14Q: 3 clusters Score -2368818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2368877.500000 Penalty: 4733.871094
	Iteration 15Q: 3 clusters Score -2368878 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2368919.500000 Penalty: 4733.871094
	Iteration 16Q: 3 clusters Score -2368920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2368958.750000 Penalty: 4733.871094
	Iteration 17Q: 3 clusters Score -2368959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2368983.750000 Penalty: 4733.871094
	Iteration 18Q: 3 clusters Score -2368984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2369010.000000 Penalty: 4733.871094
	Iteration 19Q: 3 clusters Score -2369010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2369035.750000 Penalty: 4733.871094
	Iteration 20F: 3 clusters Score -2369036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2369061.500000 Penalty: 4733.871094
	Iteration 21Q: 3 clusters Score -2369062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2369083.000000 Penalty: 4733.871094
	Iteration 22Q: 3 clusters Score -2369083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2369096.000000 Penalty: 4733.871094
	Iteration 23Q: 3 clusters Score -2369096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2369118.000000 Penalty: 4733.871094
	Iteration 24Q: 3 clusters Score -2369118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2369139.000000 Penalty: 4733.871094
	Iteration 25Q: 3 clusters Score -2369139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2369149.250000 Penalty: 4733.871094
	Iteration 26Q: 3 clusters Score -2369149 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2369177.750000 Penalty: 4733.871094
	Iteration 27Q: 3 clusters Score -2369178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2369187.500000 Penalty: 4733.871094
	Iteration 28Q: 3 clusters Score -2369188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2369206.250000 Penalty: 4733.871094
	Iteration 29Q: 3 clusters Score -2369206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2369227.250000 Penalty: 4733.871094
	Iteration 30Q: 3 clusters Score -2369227 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2369252.250000 Penalty: 4733.871094
	Iteration 31Q: 3 clusters Score -2369252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2369267.500000 Penalty: 4733.871094
	Iteration 32Q: 3 clusters Score -2369268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2369305.500000 Penalty: 4733.871094
	Iteration 33Q: 3 clusters Score -2369306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2369334.750000 Penalty: 4733.871094
	Iteration 34Q: 3 clusters Score -2369335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2369358.000000 Penalty: 4733.871094
	Iteration 35Q: 3 clusters Score -2369358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2369374.250000 Penalty: 4733.871094
	Iteration 36Q: 3 clusters Score -2369374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2369396.000000 Penalty: 4733.871094
	Iteration 37Q: 3 clusters Score -2369396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2369414.750000 Penalty: 4733.871094
	Iteration 38Q: 3 clusters Score -2369415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2369433.000000 Penalty: 4733.871094
	Iteration 39Q: 3 clusters Score -2369433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2369444.000000 Penalty: 4733.871094
	Iteration 40F: 3 clusters Score -2369444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2369465.250000 Penalty: 4733.871094
	Iteration 41Q: 3 clusters Score -2369465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2369471.750000 Penalty: 4733.871094
	Iteration 42Q: 3 clusters Score -2369472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2369483.500000 Penalty: 4733.871094
	Iteration 43Q: 3 clusters Score -2369484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2369498.750000 Penalty: 4733.871094
	Iteration 44Q: 3 clusters Score -2369499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2369503.000000 Penalty: 4733.871094
	Iteration 45Q: 3 clusters Score -2369503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2369509.000000 Penalty: 4733.871094
	Iteration 46Q: 3 clusters Score -2369509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2369523.250000 Penalty: 4733.871094
	Iteration 47Q: 3 clusters Score -2369523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2369538.250000 Penalty: 4733.871094
	Iteration 48Q: 3 clusters Score -2369538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2369552.500000 Penalty: 4733.871094
	Iteration 49Q: 3 clusters Score -2369552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2369574.000000 Penalty: 4733.871094
	Iteration 50Q: 3 clusters Score -2369574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2369594.750000 Penalty: 4733.871094
	Iteration 51Q: 3 clusters Score -2369595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2369615.250000 Penalty: 4733.871094
	Iteration 52Q: 3 clusters Score -2369615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2369659.250000 Penalty: 4733.871094
	Iteration 53Q: 3 clusters Score -2369659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2369718.250000 Penalty: 4733.871094
	Iteration 54Q: 3 clusters Score -2369718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2369775.500000 Penalty: 4733.871094
	Iteration 55Q: 3 clusters Score -2369776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2369837.500000 Penalty: 4733.871094
	Iteration 56Q: 3 clusters Score -2369838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2369879.000000 Penalty: 4733.871094
	Iteration 57Q: 3 clusters Score -2369879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2369918.500000 Penalty: 4733.871094
	Iteration 58Q: 3 clusters Score -2369918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2369954.500000 Penalty: 4733.871094
	Iteration 59Q: 3 clusters Score -2369954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2369970.000000 Penalty: 4733.871094
	Iteration 60F: 3 clusters Score -2369970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2369983.000000 Penalty: 4733.871094
	Iteration 61Q: 3 clusters Score -2369983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2370000.000000 Penalty: 4733.871094
	Iteration 62Q: 3 clusters Score -2370000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2370009.500000 Penalty: 4733.871094
	Iteration 63Q: 3 clusters Score -2370010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2370013.500000 Penalty: 4733.871094
	Iteration 64Q: 3 clusters Score -2370014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2370021.500000 Penalty: 4733.871094
	Iteration 65Q: 3 clusters Score -2370022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2370025.250000 Penalty: 4733.871094
	Iteration 66Q: 3 clusters Score -2370025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2370028.250000 Penalty: 4733.871094
	Iteration 67Q: 3 clusters Score -2370028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2370030.750000 Penalty: 4733.871094
	Iteration 68Q: 3 clusters Score -2370031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2370043.250000 Penalty: 4733.871094
	Iteration 69Q: 3 clusters Score -2370043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2370056.000000 Penalty: 4733.871094
	Iteration 70Q: 3 clusters Score -2370056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2370061.500000 Penalty: 4733.871094
	Iteration 71Q: 3 clusters Score -2370062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2370063.750000 Penalty: 4733.871094
	Iteration 72Q: 3 clusters Score -2370064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2370066.000000 Penalty: 4733.871094
	Iteration 73Q: 3 clusters Score -2370066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2370067.250000 Penalty: 4733.871094
	Iteration 74Q: 3 clusters Score -2370067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2370065.750000 Penalty: 4733.871094
	Iteration 75Q: 3 clusters Score -2370066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2370074.500000 Penalty: 4733.871094
	Iteration 76Q: 3 clusters Score -2370074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2370081.750000 Penalty: 4733.871094
	Iteration 77Q: 3 clusters Score -2370082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2370082.500000 Penalty: 4733.871094
	Iteration 78Q: 3 clusters Score -2370082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2370084.250000 Penalty: 4733.871094
	Iteration 79Q: 3 clusters Score -2370084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2370088.750000 Penalty: 4733.871094
	Iteration 80F: 3 clusters Score -2370089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2370091.500000 Penalty: 4733.871094
	Iteration 81Q: 3 clusters Score -2370092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2370097.250000 Penalty: 4733.871094
	Iteration 82Q: 3 clusters Score -2370097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2370095.250000 Penalty: 4733.871094
	Iteration 83Q: 3 clusters Score -2370095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2370094.000000 Penalty: 4733.871094
	Iteration 84Q: 3 clusters Score -2370094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2370097.750000 Penalty: 4733.871094
	Iteration 85Q: 3 clusters Score -2370098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2370100.000000 Penalty: 4733.871094
	Iteration 86Q: 3 clusters Score -2370100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2370099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2370099 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
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	Iteration 89F: 3 clusters Score -2370099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 46560 members 
Mstep: Class 3 contains 33908 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 42818 members 
Mstep: Class 7 contains 48392 members 
Mstep: Class 8 contains 12282 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 39187 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 50428 members 
Mstep: Class 15 contains 39627 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 5714 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 44127 members 
Mstep: Class 20 contains 16042 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 35340 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49456 members 
Mstep: Class 27 contains 44585 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41647 members 
Mstep: Class 32 contains 48360 members 
Mstep: Class 33 contains 69925 members 
Mstep: Class 34 contains 33067 members 
Mstep: Class 35 contains 41092 members 
Mstep: Class 36 contains 15164 members 
Mstep: Class 37 contains 38837 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44071 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55878 members 
Mstep: Class 42 contains 47251 members 
Mstep: Class 43 contains 1680 members 
Entering Unmasked Estep 
Score: -196415568.000000 Penalty: 148555.890625
Splitting cluster 8 changes total score from -196416320.000000 to -196415568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Entering Unmasked Estep 
Score: -7396262.000000 Penalty: 2637.005615
	Iteration 0F: 2 clusters Score -7396262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -7368321.500000 Penalty: 5274.011230
	Iteration 0F: 3 clusters Score -7368322 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -7378672.500000 Penalty: 5274.011230
	Iteration 1F: 3 clusters Score -7378672 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -7379058.500000 Penalty: 5274.011230
	Iteration 2Q: 3 clusters Score -7379058 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -7379455.500000 Penalty: 5274.011230
	Iteration 3Q: 3 clusters Score -7379456 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -7379776.500000 Penalty: 5274.011230
	Iteration 4Q: 3 clusters Score -7379776 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -7380049.000000 Penalty: 5274.011230
	Iteration 5Q: 3 clusters Score -7380049 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -7380336.000000 Penalty: 5274.011230
	Iteration 6Q: 3 clusters Score -7380336 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -7380592.500000 Penalty: 5274.011230
	Iteration 7Q: 3 clusters Score -7380592 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -7380920.000000 Penalty: 5274.011230
	Iteration 8Q: 3 clusters Score -7380920 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -7381336.500000 Penalty: 5274.011230
	Iteration 9Q: 3 clusters Score -7381336 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -7381910.500000 Penalty: 5274.011230
	Iteration 10Q: 3 clusters Score -7381910 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7382673.500000 Penalty: 5274.011230
	Iteration 11Q: 3 clusters Score -7382674 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -7383597.500000 Penalty: 5274.011230
	Iteration 12Q: 3 clusters Score -7383598 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -7384802.500000 Penalty: 5274.011230
	Iteration 13Q: 3 clusters Score -7384802 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -7386053.000000 Penalty: 5274.011230
	Iteration 14Q: 3 clusters Score -7386053 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -7387203.500000 Penalty: 5274.011230
	Iteration 15Q: 3 clusters Score -7387204 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7388263.500000 Penalty: 5274.011230
	Iteration 16Q: 3 clusters Score -7388264 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -7389259.500000 Penalty: 5274.011230
	Iteration 17Q: 3 clusters Score -7389260 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -7390198.000000 Penalty: 5274.011230
	Iteration 18Q: 3 clusters Score -7390198 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -7391072.500000 Penalty: 5274.011230
	Iteration 19Q: 3 clusters Score -7391072 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -7391806.500000 Penalty: 5274.011230
	Iteration 20F: 3 clusters Score -7391806 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -7392398.500000 Penalty: 5274.011230
	Iteration 21Q: 3 clusters Score -7392398 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7392843.500000 Penalty: 5274.011230
	Iteration 22Q: 3 clusters Score -7392844 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -7393152.000000 Penalty: 5274.011230
	Iteration 23Q: 3 clusters Score -7393152 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -7393394.000000 Penalty: 5274.011230
	Iteration 24Q: 3 clusters Score -7393394 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -7393564.000000 Penalty: 5274.011230
	Iteration 25Q: 3 clusters Score -7393564 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -7393700.000000 Penalty: 5274.011230
	Iteration 26Q: 3 clusters Score -7393700 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7393809.500000 Penalty: 5274.011230
	Iteration 27Q: 3 clusters Score -7393810 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7393890.500000 Penalty: 5274.011230
	Iteration 28Q: 3 clusters Score -7393890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -7393943.000000 Penalty: 5274.011230
	Iteration 29Q: 3 clusters Score -7393943 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7393968.000000 Penalty: 5274.011230
	Iteration 30Q: 3 clusters Score -7393968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7393990.500000 Penalty: 5274.011230
	Iteration 31Q: 3 clusters Score -7393990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7394015.000000 Penalty: 5274.011230
	Iteration 32Q: 3 clusters Score -7394015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7394024.500000 Penalty: 5274.011230
	Iteration 33Q: 3 clusters Score -7394024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7394044.000000 Penalty: 5274.011230
	Iteration 34Q: 3 clusters Score -7394044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -7394063.000000 Penalty: 5274.011230
	Iteration 35Q: 3 clusters Score -7394063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7394078.500000 Penalty: 5274.011230
	Iteration 36Q: 3 clusters Score -7394078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -7394089.000000 Penalty: 5274.011230
	Iteration 37Q: 3 clusters Score -7394089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -7394094.500000 Penalty: 5274.011230
	Iteration 38Q: 3 clusters Score -7394094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -7394107.000000 Penalty: 5274.011230
	Iteration 39Q: 3 clusters Score -7394107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -7394123.000000 Penalty: 5274.011230
	Iteration 40F: 3 clusters Score -7394123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7394128.000000 Penalty: 5274.011230
	Iteration 41Q: 3 clusters Score -7394128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -7394125.500000 Penalty: 5274.011230
	Iteration 42Q: 3 clusters Score -7394126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -7394136.500000 Penalty: 5274.011230
	Iteration 43Q: 3 clusters Score -7394136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -7394142.000000 Penalty: 5274.011230
	Iteration 44Q: 3 clusters Score -7394142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -7394148.000000 Penalty: 5274.011230
	Iteration 45Q: 3 clusters Score -7394148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -7394155.000000 Penalty: 5274.011230
	Iteration 46Q: 3 clusters Score -7394155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -7394157.000000 Penalty: 5274.011230
	Iteration 47Q: 3 clusters Score -7394157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -7394162.000000 Penalty: 5274.011230
	Iteration 48Q: 3 clusters Score -7394162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -7394167.500000 Penalty: 5274.011230
	Iteration 49Q: 3 clusters Score -7394168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7394168.500000 Penalty: 5274.011230
	Iteration 50Q: 3 clusters Score -7394168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -7394171.500000 Penalty: 5274.011230
	Iteration 51Q: 3 clusters Score -7394172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -7394167.500000 Penalty: 5274.011230
	Iteration 52Q: 3 clusters Score -7394168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -7394165.500000 Penalty: 5274.011230
	Iteration 53Q: 3 clusters Score -7394166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -7394159.000000 Penalty: 5274.011230
	Iteration 54Q: 3 clusters Score -7394159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -7394159.000000 Penalty: 5274.011230
	Iteration 55F: 3 clusters Score -7394159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Entering Unmasked Estep 
Score: -7028263.500000 Penalty: 2622.872803
	Iteration 0F: 2 clusters Score -7028264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -7001897.000000 Penalty: 5245.745605
	Iteration 0F: 3 clusters Score -7001897 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -7011651.500000 Penalty: 5245.745605
	Iteration 1F: 3 clusters Score -7011652 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -7012148.000000 Penalty: 5245.745605
	Iteration 2Q: 3 clusters Score -7012148 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7012524.000000 Penalty: 5245.745605
	Iteration 3Q: 3 clusters Score -7012524 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -7012920.000000 Penalty: 5245.745605
	Iteration 4Q: 3 clusters Score -7012920 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -7013286.500000 Penalty: 5245.745605
	Iteration 5Q: 3 clusters Score -7013286 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -7013670.500000 Penalty: 5245.745605
	Iteration 6Q: 3 clusters Score -7013670 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -7014022.000000 Penalty: 5245.745605
	Iteration 7Q: 3 clusters Score -7014022 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -7014568.500000 Penalty: 5245.745605
	Iteration 8Q: 3 clusters Score -7014568 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -7015311.500000 Penalty: 5245.745605
	Iteration 9Q: 3 clusters Score -7015312 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -7016392.000000 Penalty: 5245.745605
	Iteration 10Q: 3 clusters Score -7016392 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -7017831.500000 Penalty: 5245.745605
	Iteration 11F: 3 clusters Score -7017832 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -7019568.500000 Penalty: 5245.745605
	Iteration 12F: 3 clusters Score -7019568 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -7021336.000000 Penalty: 5245.745605
	Iteration 13F: 3 clusters Score -7021336 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -7022861.000000 Penalty: 5245.745605
	Iteration 14Q: 3 clusters Score -7022861 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7023999.500000 Penalty: 5245.745605
	Iteration 15Q: 3 clusters Score -7024000 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7024761.000000 Penalty: 5245.745605
	Iteration 16Q: 3 clusters Score -7024761 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -7025229.500000 Penalty: 5245.745605
	Iteration 17Q: 3 clusters Score -7025230 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -7025486.500000 Penalty: 5245.745605
	Iteration 18Q: 3 clusters Score -7025486 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -7025665.500000 Penalty: 5245.745605
	Iteration 19Q: 3 clusters Score -7025666 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7025800.500000 Penalty: 5245.745605
	Iteration 20F: 3 clusters Score -7025800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7025852.000000 Penalty: 5245.745605
	Iteration 21Q: 3 clusters Score -7025852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -7025894.000000 Penalty: 5245.745605
	Iteration 22Q: 3 clusters Score -7025894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7025921.500000 Penalty: 5245.745605
	Iteration 23Q: 3 clusters Score -7025922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -7025941.000000 Penalty: 5245.745605
	Iteration 24Q: 3 clusters Score -7025941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -7025956.500000 Penalty: 5245.745605
	Iteration 25Q: 3 clusters Score -7025956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -7025961.000000 Penalty: 5245.745605
	Iteration 26Q: 3 clusters Score -7025961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -7025969.500000 Penalty: 5245.745605
	Iteration 27Q: 3 clusters Score -7025970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -7025971.500000 Penalty: 5245.745605
	Iteration 28Q: 3 clusters Score -7025972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -7025979.500000 Penalty: 5245.745605
	Iteration 29Q: 3 clusters Score -7025980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -7025990.000000 Penalty: 5245.745605
	Iteration 30Q: 3 clusters Score -7025990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -7025994.000000 Penalty: 5245.745605
	Iteration 31Q: 3 clusters Score -7025994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7025989.000000 Penalty: 5245.745605
	Iteration 32Q: 3 clusters Score -7025989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -7025997.500000 Penalty: 5245.745605
	Iteration 33Q: 3 clusters Score -7025998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -7025998.000000 Penalty: 5245.745605
	Iteration 34Q: 3 clusters Score -7025998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -7025996.000000 Penalty: 5245.745605
	Iteration 35Q: 3 clusters Score -7025996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7026007.000000 Penalty: 5245.745605
	Iteration 36Q: 3 clusters Score -7026007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7026007.000000 Penalty: 5245.745605
	Iteration 37F: 3 clusters Score -7026007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62005.042969 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62005.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60530.675781 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60530.68 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60977.000000 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -60977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61229.269531 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61229.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61417.492188 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -61417.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61551.144531 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61551.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61663.570312 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61663.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61741.195312 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61790.781250 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61790.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61814.289062 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61814.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61838.898438 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -61838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61847.039062 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -61847.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61849.289062 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -61849.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61855.847656 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -61855.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61858.339844 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -61858.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61862.878906 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -61862.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61864.601562 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -61864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61868.351562 Penalty: 3159.470947
	Iteration 16F: 3 clusters Score -61868.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61904.515625 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -61904.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61907.460938 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -61907.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61907.460938 Penalty: 3159.470947
	Iteration 19F: 3 clusters Score -61907.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -69751.484375 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -69751.48 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 231 members 
Entering Unmasked Estep 
Score: -68322.820312 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -68322.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68566.132812 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -68566.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68697.640625 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -68697.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68741.757812 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -68741.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68760.242188 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -68760.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68794.101562 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -68794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68855.585938 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -68855.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68876.960938 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -68876.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68924.195312 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -68924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68943.554688 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -68943.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68948.210938 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -68948.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68954.054688 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -68954.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68961.687500 Penalty: 3011.085938
	Iteration 12Q: 3 clusters Score -68961.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68963.054688 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -68963.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68963.054688 Penalty: 3011.085938
	Iteration 14F: 3 clusters Score -68963.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Entering Unmasked Estep 
Score: -2167340.750000 Penalty: 2335.705566
	Iteration 0F: 2 clusters Score -2167341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2158266.000000 Penalty: 4671.411133
	Iteration 0F: 3 clusters Score -2158266 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2161141.250000 Penalty: 4671.411133
	Iteration 1F: 3 clusters Score -2161141 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2161526.500000 Penalty: 4671.411133
	Iteration 2F: 3 clusters Score -2161526 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2161811.000000 Penalty: 4671.411133
	Iteration 3F: 3 clusters Score -2161811 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2162083.750000 Penalty: 4671.411133
	Iteration 4Q: 3 clusters Score -2162084 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2162322.500000 Penalty: 4671.411133
	Iteration 5Q: 3 clusters Score -2162322 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2162556.250000 Penalty: 4671.411133
	Iteration 6Q: 3 clusters Score -2162556 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2162785.750000 Penalty: 4671.411133
	Iteration 7Q: 3 clusters Score -2162786 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2163009.750000 Penalty: 4671.411133
	Iteration 8Q: 3 clusters Score -2163010 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2163247.000000 Penalty: 4671.411133
	Iteration 9Q: 3 clusters Score -2163247 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2163485.500000 Penalty: 4671.411133
	Iteration 10Q: 3 clusters Score -2163486 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2163746.750000 Penalty: 4671.411133
	Iteration 11Q: 3 clusters Score -2163747 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2164021.750000 Penalty: 4671.411133
	Iteration 12Q: 3 clusters Score -2164022 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2164277.000000 Penalty: 4671.411133
	Iteration 13Q: 3 clusters Score -2164277 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2164487.250000 Penalty: 4671.411133
	Iteration 14Q: 3 clusters Score -2164487 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2164669.000000 Penalty: 4671.411133
	Iteration 15Q: 3 clusters Score -2164669 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2164814.000000 Penalty: 4671.411133
	Iteration 16Q: 3 clusters Score -2164814 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2164933.750000 Penalty: 4671.411133
	Iteration 17Q: 3 clusters Score -2164934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2165039.250000 Penalty: 4671.411133
	Iteration 18Q: 3 clusters Score -2165039 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2165127.750000 Penalty: 4671.411133
	Iteration 19Q: 3 clusters Score -2165128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2165198.250000 Penalty: 4671.411133
	Iteration 20F: 3 clusters Score -2165198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2165246.250000 Penalty: 4671.411133
	Iteration 21Q: 3 clusters Score -2165246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2165284.000000 Penalty: 4671.411133
	Iteration 22Q: 3 clusters Score -2165284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2165333.250000 Penalty: 4671.411133
	Iteration 23Q: 3 clusters Score -2165333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2165358.500000 Penalty: 4671.411133
	Iteration 24Q: 3 clusters Score -2165358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2165372.500000 Penalty: 4671.411133
	Iteration 25Q: 3 clusters Score -2165372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2165392.750000 Penalty: 4671.411133
	Iteration 26Q: 3 clusters Score -2165393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2165405.750000 Penalty: 4671.411133
	Iteration 27Q: 3 clusters Score -2165406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2165420.500000 Penalty: 4671.411133
	Iteration 28Q: 3 clusters Score -2165420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2165432.750000 Penalty: 4671.411133
	Iteration 29Q: 3 clusters Score -2165433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2165451.250000 Penalty: 4671.411133
	Iteration 30Q: 3 clusters Score -2165451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2165463.500000 Penalty: 4671.411133
	Iteration 31Q: 3 clusters Score -2165464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2165476.250000 Penalty: 4671.411133
	Iteration 32Q: 3 clusters Score -2165476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2165478.750000 Penalty: 4671.411133
	Iteration 33Q: 3 clusters Score -2165479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2165480.250000 Penalty: 4671.411133
	Iteration 34Q: 3 clusters Score -2165480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2165483.500000 Penalty: 4671.411133
	Iteration 35Q: 3 clusters Score -2165484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2165491.000000 Penalty: 4671.411133
	Iteration 36Q: 3 clusters Score -2165491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2165492.000000 Penalty: 4671.411133
	Iteration 37Q: 3 clusters Score -2165492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2165491.250000 Penalty: 4671.411133
	Iteration 38Q: 3 clusters Score -2165491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2165493.750000 Penalty: 4671.411133
	Iteration 39Q: 3 clusters Score -2165494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2165495.250000 Penalty: 4671.411133
	Iteration 40F: 3 clusters Score -2165495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2165495.000000 Penalty: 4671.411133
	Iteration 41Q: 3 clusters Score -2165495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2165494.250000 Penalty: 4671.411133
	Iteration 42Q: 3 clusters Score -2165494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2165494.500000 Penalty: 4671.411133
	Iteration 43Q: 3 clusters Score -2165494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2165497.500000 Penalty: 4671.411133
	Iteration 44Q: 3 clusters Score -2165498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2165501.500000 Penalty: 4671.411133
	Iteration 45Q: 3 clusters Score -2165502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2165505.250000 Penalty: 4671.411133
	Iteration 46Q: 3 clusters Score -2165505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2165508.500000 Penalty: 4671.411133
	Iteration 47Q: 3 clusters Score -2165508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2165513.000000 Penalty: 4671.411133
	Iteration 48Q: 3 clusters Score -2165513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2165512.000000 Penalty: 4671.411133
	Iteration 49Q: 3 clusters Score -2165512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2165512.000000 Penalty: 4671.411133
	Iteration 50F: 3 clusters Score -2165512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Entering Unmasked Estep 
Score: -9029928.000000 Penalty: 2685.418701
	Iteration 0F: 2 clusters Score -9029928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -8999420.000000 Penalty: 5370.837402
	Iteration 0F: 3 clusters Score -8999420 nChanged 23389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -9012390.000000 Penalty: 5370.837402
	Iteration 1F: 3 clusters Score -9012390 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -9013076.000000 Penalty: 5370.837402
	Iteration 2Q: 3 clusters Score -9013076 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -9013890.000000 Penalty: 5370.837402
	Iteration 3Q: 3 clusters Score -9013890 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -9014846.000000 Penalty: 5370.837402
	Iteration 4Q: 3 clusters Score -9014846 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -9016066.000000 Penalty: 5370.837402
	Iteration 5Q: 3 clusters Score -9016066 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -9017810.000000 Penalty: 5370.837402
	Iteration 6F: 3 clusters Score -9017810 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -9020106.000000 Penalty: 5370.837402
	Iteration 7F: 3 clusters Score -9020106 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -9022530.000000 Penalty: 5370.837402
	Iteration 8F: 3 clusters Score -9022530 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -9024338.000000 Penalty: 5370.837402
	Iteration 9F: 3 clusters Score -9024338 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -9025629.000000 Penalty: 5370.837402
	Iteration 10Q: 3 clusters Score -9025629 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -9026388.000000 Penalty: 5370.837402
	Iteration 11Q: 3 clusters Score -9026388 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -9026807.000000 Penalty: 5370.837402
	Iteration 12Q: 3 clusters Score -9026807 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -9027131.000000 Penalty: 5370.837402
	Iteration 13Q: 3 clusters Score -9027131 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -9027311.000000 Penalty: 5370.837402
	Iteration 14Q: 3 clusters Score -9027311 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -9027404.000000 Penalty: 5370.837402
	Iteration 15Q: 3 clusters Score -9027404 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -9027488.000000 Penalty: 5370.837402
	Iteration 16Q: 3 clusters Score -9027488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -9027548.000000 Penalty: 5370.837402
	Iteration 17Q: 3 clusters Score -9027548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9027587.000000 Penalty: 5370.837402
	Iteration 18Q: 3 clusters Score -9027587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -9027634.000000 Penalty: 5370.837402
	Iteration 19Q: 3 clusters Score -9027634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -9027670.000000 Penalty: 5370.837402
	Iteration 20F: 3 clusters Score -9027670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9027690.000000 Penalty: 5370.837402
	Iteration 21Q: 3 clusters Score -9027690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -9027699.000000 Penalty: 5370.837402
	Iteration 22Q: 3 clusters Score -9027699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9027711.000000 Penalty: 5370.837402
	Iteration 23Q: 3 clusters Score -9027711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -9027718.000000 Penalty: 5370.837402
	Iteration 24Q: 3 clusters Score -9027718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -9027718.000000 Penalty: 5370.837402
	Iteration 25Q: 3 clusters Score -9027718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -9027717.000000 Penalty: 5370.837402
	Iteration 26Q: 3 clusters Score -9027717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -9027724.000000 Penalty: 5370.837402
	Iteration 27Q: 3 clusters Score -9027724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -9027726.000000 Penalty: 5370.837402
	Iteration 28Q: 3 clusters Score -9027726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9027732.000000 Penalty: 5370.837402
	Iteration 29Q: 3 clusters Score -9027732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -9027738.000000 Penalty: 5370.837402
	Iteration 30Q: 3 clusters Score -9027738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -9027741.000000 Penalty: 5370.837402
	Iteration 31Q: 3 clusters Score -9027741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -9027737.000000 Penalty: 5370.837402
	Iteration 32Q: 3 clusters Score -9027737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -9027739.000000 Penalty: 5370.837402
	Iteration 33Q: 3 clusters Score -9027739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -9027739.000000 Penalty: 5370.837402
	Iteration 34F: 3 clusters Score -9027739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Entering Unmasked Estep 
Score: -7053961.500000 Penalty: 2625.641846
	Iteration 0F: 2 clusters Score -7053962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -7027229.000000 Penalty: 5251.283691
	Iteration 0F: 3 clusters Score -7027229 nChanged 18102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -7036978.500000 Penalty: 5251.283691
	Iteration 1F: 3 clusters Score -7036978 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -7037652.000000 Penalty: 5251.283691
	Iteration 2Q: 3 clusters Score -7037652 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -7038500.500000 Penalty: 5251.283691
	Iteration 3F: 3 clusters Score -7038500 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -7039593.500000 Penalty: 5251.283691
	Iteration 4F: 3 clusters Score -7039594 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -7041173.000000 Penalty: 5251.283691
	Iteration 5F: 3 clusters Score -7041173 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -7043315.500000 Penalty: 5251.283691
	Iteration 6F: 3 clusters Score -7043316 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -7045702.000000 Penalty: 5251.283691
	Iteration 7F: 3 clusters Score -7045702 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -7047895.500000 Penalty: 5251.283691
	Iteration 8F: 3 clusters Score -7047896 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -7049585.000000 Penalty: 5251.283691
	Iteration 9Q: 3 clusters Score -7049585 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -7050691.500000 Penalty: 5251.283691
	Iteration 10Q: 3 clusters Score -7050692 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -7051174.500000 Penalty: 5251.283691
	Iteration 11Q: 3 clusters Score -7051174 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -7051353.000000 Penalty: 5251.283691
	Iteration 12Q: 3 clusters Score -7051353 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -7051466.000000 Penalty: 5251.283691
	Iteration 13Q: 3 clusters Score -7051466 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -7051533.500000 Penalty: 5251.283691
	Iteration 14Q: 3 clusters Score -7051534 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -7051571.500000 Penalty: 5251.283691
	Iteration 15Q: 3 clusters Score -7051572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7051592.000000 Penalty: 5251.283691
	Iteration 16Q: 3 clusters Score -7051592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -7051629.500000 Penalty: 5251.283691
	Iteration 17Q: 3 clusters Score -7051630 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -7051656.000000 Penalty: 5251.283691
	Iteration 18Q: 3 clusters Score -7051656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -7051668.000000 Penalty: 5251.283691
	Iteration 19Q: 3 clusters Score -7051668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -7051695.500000 Penalty: 5251.283691
	Iteration 20F: 3 clusters Score -7051696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -7051713.000000 Penalty: 5251.283691
	Iteration 21Q: 3 clusters Score -7051713 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -7051753.000000 Penalty: 5251.283691
	Iteration 22Q: 3 clusters Score -7051753 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7051771.500000 Penalty: 5251.283691
	Iteration 23Q: 3 clusters Score -7051772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7051787.000000 Penalty: 5251.283691
	Iteration 24Q: 3 clusters Score -7051787 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -7051803.000000 Penalty: 5251.283691
	Iteration 25Q: 3 clusters Score -7051803 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -7051819.000000 Penalty: 5251.283691
	Iteration 26Q: 3 clusters Score -7051819 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -7051834.500000 Penalty: 5251.283691
	Iteration 27Q: 3 clusters Score -7051834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7051847.000000 Penalty: 5251.283691
	Iteration 28Q: 3 clusters Score -7051847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7051855.000000 Penalty: 5251.283691
	Iteration 29Q: 3 clusters Score -7051855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7051879.000000 Penalty: 5251.283691
	Iteration 30Q: 3 clusters Score -7051879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7051877.500000 Penalty: 5251.283691
	Iteration 31Q: 3 clusters Score -7051878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7051885.500000 Penalty: 5251.283691
	Iteration 32Q: 3 clusters Score -7051886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7051900.000000 Penalty: 5251.283691
	Iteration 33Q: 3 clusters Score -7051900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7051910.500000 Penalty: 5251.283691
	Iteration 34Q: 3 clusters Score -7051910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -7051906.500000 Penalty: 5251.283691
	Iteration 35Q: 3 clusters Score -7051906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -7051924.500000 Penalty: 5251.283691
	Iteration 36Q: 3 clusters Score -7051924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7051932.500000 Penalty: 5251.283691
	Iteration 37Q: 3 clusters Score -7051932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7051936.500000 Penalty: 5251.283691
	Iteration 38Q: 3 clusters Score -7051936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7051932.000000 Penalty: 5251.283691
	Iteration 39Q: 3 clusters Score -7051932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7051931.000000 Penalty: 5251.283691
	Iteration 40F: 3 clusters Score -7051931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7051944.000000 Penalty: 5251.283691
	Iteration 41Q: 3 clusters Score -7051944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7051941.000000 Penalty: 5251.283691
	Iteration 42Q: 3 clusters Score -7051941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7051940.500000 Penalty: 5251.283691
	Iteration 43Q: 3 clusters Score -7051940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -7051940.000000 Penalty: 5251.283691
	Iteration 44Q: 3 clusters Score -7051940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7051949.500000 Penalty: 5251.283691
	Iteration 45Q: 3 clusters Score -7051950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7051959.500000 Penalty: 5251.283691
	Iteration 46Q: 3 clusters Score -7051960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7051962.000000 Penalty: 5251.283691
	Iteration 47Q: 3 clusters Score -7051962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7051972.500000 Penalty: 5251.283691
	Iteration 48Q: 3 clusters Score -7051972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7051976.500000 Penalty: 5251.283691
	Iteration 49Q: 3 clusters Score -7051976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7051974.000000 Penalty: 5251.283691
	Iteration 50Q: 3 clusters Score -7051974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7051975.000000 Penalty: 5251.283691
	Iteration 51Q: 3 clusters Score -7051975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7051978.500000 Penalty: 5251.283691
	Iteration 52Q: 3 clusters Score -7051978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7051974.000000 Penalty: 5251.283691
	Iteration 53Q: 3 clusters Score -7051974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7051977.500000 Penalty: 5251.283691
	Iteration 54Q: 3 clusters Score -7051978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7051975.500000 Penalty: 5251.283691
	Iteration 55Q: 3 clusters Score -7051976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7051976.000000 Penalty: 5251.283691
	Iteration 56Q: 3 clusters Score -7051976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7051984.500000 Penalty: 5251.283691
	Iteration 57Q: 3 clusters Score -7051984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7051989.000000 Penalty: 5251.283691
	Iteration 58Q: 3 clusters Score -7051989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7051995.000000 Penalty: 5251.283691
	Iteration 59Q: 3 clusters Score -7051995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7051995.500000 Penalty: 5251.283691
	Iteration 60F: 3 clusters Score -7051996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7052002.000000 Penalty: 5251.283691
	Iteration 61Q: 3 clusters Score -7052002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -7052011.000000 Penalty: 5251.283691
	Iteration 62Q: 3 clusters Score -7052011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7052002.000000 Penalty: 5251.283691
	Iteration 63Q: 3 clusters Score -7052002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7052015.000000 Penalty: 5251.283691
	Iteration 64Q: 3 clusters Score -7052015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7052017.500000 Penalty: 5251.283691
	Iteration 65Q: 3 clusters Score -7052018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7052003.500000 Penalty: 5251.283691
	Iteration 66Q: 3 clusters Score -7052004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7052016.500000 Penalty: 5251.283691
	Iteration 67Q: 3 clusters Score -7052016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7052013.500000 Penalty: 5251.283691
	Iteration 68Q: 3 clusters Score -7052014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7052012.000000 Penalty: 5251.283691
	Iteration 69Q: 3 clusters Score -7052012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -7052014.000000 Penalty: 5251.283691
	Iteration 70Q: 3 clusters Score -7052014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7052019.000000 Penalty: 5251.283691
	Iteration 71Q: 3 clusters Score -7052019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7052028.500000 Penalty: 5251.283691
	Iteration 72Q: 3 clusters Score -7052028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7052020.500000 Penalty: 5251.283691
	Iteration 73Q: 3 clusters Score -7052020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7052019.500000 Penalty: 5251.283691
	Iteration 74Q: 3 clusters Score -7052020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7052018.500000 Penalty: 5251.283691
	Iteration 75Q: 3 clusters Score -7052018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7052021.500000 Penalty: 5251.283691
	Iteration 76Q: 3 clusters Score -7052022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7052021.500000 Penalty: 5251.283691
	Iteration 77Q: 3 clusters Score -7052022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7052029.500000 Penalty: 5251.283691
	Iteration 78Q: 3 clusters Score -7052030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7052034.000000 Penalty: 5251.283691
	Iteration 79Q: 3 clusters Score -7052034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7052037.500000 Penalty: 5251.283691
	Iteration 80F: 3 clusters Score -7052038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7052035.500000 Penalty: 5251.283691
	Iteration 81Q: 3 clusters Score -7052036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7052035.000000 Penalty: 5251.283691
	Iteration 82Q: 3 clusters Score -7052035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7052032.000000 Penalty: 5251.283691
	Iteration 83Q: 3 clusters Score -7052032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7052028.000000 Penalty: 5251.283691
	Iteration 84Q: 3 clusters Score -7052028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7052029.000000 Penalty: 5251.283691
	Iteration 85Q: 3 clusters Score -7052029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7052033.500000 Penalty: 5251.283691
	Iteration 86Q: 3 clusters Score -7052034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7052035.000000 Penalty: 5251.283691
	Iteration 87Q: 3 clusters Score -7052035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7052031.500000 Penalty: 5251.283691
	Iteration 88Q: 3 clusters Score -7052032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7052035.500000 Penalty: 5251.283691
	Iteration 89Q: 3 clusters Score -7052036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7052030.000000 Penalty: 5251.283691
	Iteration 90Q: 3 clusters Score -7052030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7052030.000000 Penalty: 5251.283691
	Iteration 91Q: 3 clusters Score -7052030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7052030.500000 Penalty: 5251.283691
	Iteration 92Q: 3 clusters Score -7052030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7052034.000000 Penalty: 5251.283691
	Iteration 93Q: 3 clusters Score -7052034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7052038.500000 Penalty: 5251.283691
	Iteration 94Q: 3 clusters Score -7052038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7052036.500000 Penalty: 5251.283691
	Iteration 95Q: 3 clusters Score -7052036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7052041.000000 Penalty: 5251.283691
	Iteration 96Q: 3 clusters Score -7052041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7052037.500000 Penalty: 5251.283691
	Iteration 97Q: 3 clusters Score -7052038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7052032.500000 Penalty: 5251.283691
	Iteration 98Q: 3 clusters Score -7052032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7052036.500000 Penalty: 5251.283691
	Iteration 99Q: 3 clusters Score -7052036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7052036.500000 Penalty: 5251.283691
	Iteration 100F: 3 clusters Score -7052036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Entering Unmasked Estep 
Score: -1685953.125000 Penalty: 2276.712646
	Iteration 0F: 2 clusters Score -1685953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1678462.375000 Penalty: 4553.425293
	Iteration 0F: 3 clusters Score -1678462 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1680619.750000 Penalty: 4553.425293
	Iteration 1F: 3 clusters Score -1680620 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1681000.500000 Penalty: 4553.425293
	Iteration 2F: 3 clusters Score -1681000 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1681319.250000 Penalty: 4553.425293
	Iteration 3F: 3 clusters Score -1681319 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1681578.625000 Penalty: 4553.425293
	Iteration 4Q: 3 clusters Score -1681579 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1681768.750000 Penalty: 4553.425293
	Iteration 5Q: 3 clusters Score -1681769 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1681956.375000 Penalty: 4553.425293
	Iteration 6Q: 3 clusters Score -1681956 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1682159.875000 Penalty: 4553.425293
	Iteration 7Q: 3 clusters Score -1682160 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1682371.125000 Penalty: 4553.425293
	Iteration 8Q: 3 clusters Score -1682371 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1682590.250000 Penalty: 4553.425293
	Iteration 9Q: 3 clusters Score -1682590 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1682849.750000 Penalty: 4553.425293
	Iteration 10Q: 3 clusters Score -1682850 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1683157.500000 Penalty: 4553.425293
	Iteration 11Q: 3 clusters Score -1683158 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1683501.000000 Penalty: 4553.425293
	Iteration 12Q: 3 clusters Score -1683501 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1683778.000000 Penalty: 4553.425293
	Iteration 13Q: 3 clusters Score -1683778 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1683980.250000 Penalty: 4553.425293
	Iteration 14Q: 3 clusters Score -1683980 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1684104.750000 Penalty: 4553.425293
	Iteration 15Q: 3 clusters Score -1684105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1684215.750000 Penalty: 4553.425293
	Iteration 16Q: 3 clusters Score -1684216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1684306.250000 Penalty: 4553.425293
	Iteration 17Q: 3 clusters Score -1684306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1684393.875000 Penalty: 4553.425293
	Iteration 18Q: 3 clusters Score -1684394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1684456.250000 Penalty: 4553.425293
	Iteration 19Q: 3 clusters Score -1684456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1684514.875000 Penalty: 4553.425293
	Iteration 20F: 3 clusters Score -1684515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1684539.250000 Penalty: 4553.425293
	Iteration 21Q: 3 clusters Score -1684539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1684550.375000 Penalty: 4553.425293
	Iteration 22Q: 3 clusters Score -1684550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1684562.125000 Penalty: 4553.425293
	Iteration 23Q: 3 clusters Score -1684562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1684573.500000 Penalty: 4553.425293
	Iteration 24Q: 3 clusters Score -1684574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1684597.875000 Penalty: 4553.425293
	Iteration 25Q: 3 clusters Score -1684598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1684608.125000 Penalty: 4553.425293
	Iteration 26Q: 3 clusters Score -1684608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1684616.125000 Penalty: 4553.425293
	Iteration 27Q: 3 clusters Score -1684616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1684622.875000 Penalty: 4553.425293
	Iteration 28Q: 3 clusters Score -1684623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1684628.375000 Penalty: 4553.425293
	Iteration 29Q: 3 clusters Score -1684628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1684633.875000 Penalty: 4553.425293
	Iteration 30Q: 3 clusters Score -1684634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1684637.375000 Penalty: 4553.425293
	Iteration 31Q: 3 clusters Score -1684637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1684640.625000 Penalty: 4553.425293
	Iteration 32Q: 3 clusters Score -1684641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1684640.500000 Penalty: 4553.425293
	Iteration 33Q: 3 clusters Score -1684640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1684641.000000 Penalty: 4553.425293
	Iteration 34Q: 3 clusters Score -1684641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1684641.000000 Penalty: 4553.425293
	Iteration 35F: 3 clusters Score -1684641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Entering Unmasked Estep 
Score: -1039264.937500 Penalty: 2145.367432
	Iteration 0F: 2 clusters Score -1039265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1034292.875000 Penalty: 4290.734863
	Iteration 0F: 3 clusters Score -1034293 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1035564.937500 Penalty: 4290.734863
	Iteration 1F: 3 clusters Score -1035565 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1035748.187500 Penalty: 4290.734863
	Iteration 2F: 3 clusters Score -1035748 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1035849.687500 Penalty: 4290.734863
	Iteration 3Q: 3 clusters Score -1035850 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1035927.562500 Penalty: 4290.734863
	Iteration 4Q: 3 clusters Score -1035928 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1035993.687500 Penalty: 4290.734863
	Iteration 5Q: 3 clusters Score -1035994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1036045.062500 Penalty: 4290.734863
	Iteration 6Q: 3 clusters Score -1036045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1036094.000000 Penalty: 4290.734863
	Iteration 7Q: 3 clusters Score -1036094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1036135.937500 Penalty: 4290.734863
	Iteration 8Q: 3 clusters Score -1036136 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1036180.562500 Penalty: 4290.734863
	Iteration 9Q: 3 clusters Score -1036181 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1036220.062500 Penalty: 4290.734863
	Iteration 10Q: 3 clusters Score -1036220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1036258.875000 Penalty: 4290.734863
	Iteration 11Q: 3 clusters Score -1036259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1036296.625000 Penalty: 4290.734863
	Iteration 12Q: 3 clusters Score -1036297 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1036327.562500 Penalty: 4290.734863
	Iteration 13Q: 3 clusters Score -1036328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1036363.437500 Penalty: 4290.734863
	Iteration 14Q: 3 clusters Score -1036363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1036406.937500 Penalty: 4290.734863
	Iteration 15Q: 3 clusters Score -1036407 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1036444.937500 Penalty: 4290.734863
	Iteration 16Q: 3 clusters Score -1036445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1036480.312500 Penalty: 4290.734863
	Iteration 17Q: 3 clusters Score -1036480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1036518.437500 Penalty: 4290.734863
	Iteration 18Q: 3 clusters Score -1036518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1036568.875000 Penalty: 4290.734863
	Iteration 19Q: 3 clusters Score -1036569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1036625.875000 Penalty: 4290.734863
	Iteration 20F: 3 clusters Score -1036626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1036683.062500 Penalty: 4290.734863
	Iteration 21Q: 3 clusters Score -1036683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1036737.250000 Penalty: 4290.734863
	Iteration 22Q: 3 clusters Score -1036737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1036786.187500 Penalty: 4290.734863
	Iteration 23Q: 3 clusters Score -1036786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1036840.687500 Penalty: 4290.734863
	Iteration 24Q: 3 clusters Score -1036841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1036889.062500 Penalty: 4290.734863
	Iteration 25Q: 3 clusters Score -1036889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1036934.625000 Penalty: 4290.734863
	Iteration 26Q: 3 clusters Score -1036935 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1036976.625000 Penalty: 4290.734863
	Iteration 27Q: 3 clusters Score -1036977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1037023.312500 Penalty: 4290.734863
	Iteration 28Q: 3 clusters Score -1037023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1037068.437500 Penalty: 4290.734863
	Iteration 29Q: 3 clusters Score -1037068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1037101.375000 Penalty: 4290.734863
	Iteration 30Q: 3 clusters Score -1037101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1037133.312500 Penalty: 4290.734863
	Iteration 31Q: 3 clusters Score -1037133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1037157.750000 Penalty: 4290.734863
	Iteration 32Q: 3 clusters Score -1037158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1037179.812500 Penalty: 4290.734863
	Iteration 33Q: 3 clusters Score -1037180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1037210.625000 Penalty: 4290.734863
	Iteration 34Q: 3 clusters Score -1037211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1037237.187500 Penalty: 4290.734863
	Iteration 35Q: 3 clusters Score -1037237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1037257.937500 Penalty: 4290.734863
	Iteration 36Q: 3 clusters Score -1037258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1037271.937500 Penalty: 4290.734863
	Iteration 37Q: 3 clusters Score -1037272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1037283.250000 Penalty: 4290.734863
	Iteration 38Q: 3 clusters Score -1037283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1037293.750000 Penalty: 4290.734863
	Iteration 39Q: 3 clusters Score -1037294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1037298.625000 Penalty: 4290.734863
	Iteration 40F: 3 clusters Score -1037299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1037306.062500 Penalty: 4290.734863
	Iteration 41Q: 3 clusters Score -1037306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1037312.125000 Penalty: 4290.734863
	Iteration 42Q: 3 clusters Score -1037312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1037313.125000 Penalty: 4290.734863
	Iteration 43Q: 3 clusters Score -1037313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1037314.562500 Penalty: 4290.734863
	Iteration 44Q: 3 clusters Score -1037315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1037316.000000 Penalty: 4290.734863
	Iteration 45Q: 3 clusters Score -1037316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1037318.500000 Penalty: 4290.734863
	Iteration 46Q: 3 clusters Score -1037318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1037318.750000 Penalty: 4290.734863
	Iteration 47Q: 3 clusters Score -1037319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1037324.125000 Penalty: 4290.734863
	Iteration 48Q: 3 clusters Score -1037324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1037329.000000 Penalty: 4290.734863
	Iteration 49Q: 3 clusters Score -1037329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1037331.375000 Penalty: 4290.734863
	Iteration 50Q: 3 clusters Score -1037331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1037332.812500 Penalty: 4290.734863
	Iteration 51Q: 3 clusters Score -1037333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1037335.687500 Penalty: 4290.734863
	Iteration 52Q: 3 clusters Score -1037336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1037336.687500 Penalty: 4290.734863
	Iteration 53Q: 3 clusters Score -1037337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1037337.062500 Penalty: 4290.734863
	Iteration 54Q: 3 clusters Score -1037337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1037337.937500 Penalty: 4290.734863
	Iteration 55Q: 3 clusters Score -1037338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1037339.000000 Penalty: 4290.734863
	Iteration 56Q: 3 clusters Score -1037339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1037340.750000 Penalty: 4290.734863
	Iteration 57Q: 3 clusters Score -1037341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1037341.125000 Penalty: 4290.734863
	Iteration 58Q: 3 clusters Score -1037341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1037341.125000 Penalty: 4290.734863
	Iteration 59F: 3 clusters Score -1037341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Entering Unmasked Estep 
Score: -8024405.000000 Penalty: 2652.418457
	Iteration 0F: 2 clusters Score -8024405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -7995764.500000 Penalty: 5304.836914
	Iteration 0F: 3 clusters Score -7995764 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8006956.000000 Penalty: 5304.836914
	Iteration 1F: 3 clusters Score -8006956 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -8007392.500000 Penalty: 5304.836914
	Iteration 2Q: 3 clusters Score -8007392 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8007768.500000 Penalty: 5304.836914
	Iteration 3Q: 3 clusters Score -8007768 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -8008145.500000 Penalty: 5304.836914
	Iteration 4Q: 3 clusters Score -8008146 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -8008493.000000 Penalty: 5304.836914
	Iteration 5Q: 3 clusters Score -8008493 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -8008982.000000 Penalty: 5304.836914
	Iteration 6Q: 3 clusters Score -8008982 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -8009502.500000 Penalty: 5304.836914
	Iteration 7Q: 3 clusters Score -8009502 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -8010199.500000 Penalty: 5304.836914
	Iteration 8Q: 3 clusters Score -8010200 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -8011117.000000 Penalty: 5304.836914
	Iteration 9Q: 3 clusters Score -8011117 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -8012421.500000 Penalty: 5304.836914
	Iteration 10Q: 3 clusters Score -8012422 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -8014023.500000 Penalty: 5304.836914
	Iteration 11F: 3 clusters Score -8014024 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -8015401.500000 Penalty: 5304.836914
	Iteration 12Q: 3 clusters Score -8015402 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -8016314.000000 Penalty: 5304.836914
	Iteration 13Q: 3 clusters Score -8016314 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -8016841.000000 Penalty: 5304.836914
	Iteration 14Q: 3 clusters Score -8016841 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -8017181.500000 Penalty: 5304.836914
	Iteration 15Q: 3 clusters Score -8017182 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -8017543.000000 Penalty: 5304.836914
	Iteration 16Q: 3 clusters Score -8017543 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -8017902.500000 Penalty: 5304.836914
	Iteration 17Q: 3 clusters Score -8017902 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -8018134.500000 Penalty: 5304.836914
	Iteration 18Q: 3 clusters Score -8018134 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -8018435.000000 Penalty: 5304.836914
	Iteration 19Q: 3 clusters Score -8018435 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -8018657.500000 Penalty: 5304.836914
	Iteration 20F: 3 clusters Score -8018658 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -8018967.500000 Penalty: 5304.836914
	Iteration 21Q: 3 clusters Score -8018968 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -8019219.500000 Penalty: 5304.836914
	Iteration 22Q: 3 clusters Score -8019220 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -8019512.000000 Penalty: 5304.836914
	Iteration 23Q: 3 clusters Score -8019512 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -8019816.500000 Penalty: 5304.836914
	Iteration 24Q: 3 clusters Score -8019816 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8020133.500000 Penalty: 5304.836914
	Iteration 25Q: 3 clusters Score -8020134 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8020437.000000 Penalty: 5304.836914
	Iteration 26Q: 3 clusters Score -8020437 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8020713.000000 Penalty: 5304.836914
	Iteration 27Q: 3 clusters Score -8020713 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8020899.500000 Penalty: 5304.836914
	Iteration 28Q: 3 clusters Score -8020900 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8021080.500000 Penalty: 5304.836914
	Iteration 29Q: 3 clusters Score -8021080 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8021241.500000 Penalty: 5304.836914
	Iteration 30Q: 3 clusters Score -8021242 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8021408.000000 Penalty: 5304.836914
	Iteration 31Q: 3 clusters Score -8021408 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8021531.500000 Penalty: 5304.836914
	Iteration 32Q: 3 clusters Score -8021532 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8021654.000000 Penalty: 5304.836914
	Iteration 33Q: 3 clusters Score -8021654 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8021766.000000 Penalty: 5304.836914
	Iteration 34Q: 3 clusters Score -8021766 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8021814.000000 Penalty: 5304.836914
	Iteration 35Q: 3 clusters Score -8021814 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8021865.000000 Penalty: 5304.836914
	Iteration 36Q: 3 clusters Score -8021865 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8021886.000000 Penalty: 5304.836914
	Iteration 37Q: 3 clusters Score -8021886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8021952.500000 Penalty: 5304.836914
	Iteration 38Q: 3 clusters Score -8021952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8021979.500000 Penalty: 5304.836914
	Iteration 39Q: 3 clusters Score -8021980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8022017.500000 Penalty: 5304.836914
	Iteration 40F: 3 clusters Score -8022018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8022043.000000 Penalty: 5304.836914
	Iteration 41Q: 3 clusters Score -8022043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8022057.500000 Penalty: 5304.836914
	Iteration 42Q: 3 clusters Score -8022058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8022066.000000 Penalty: 5304.836914
	Iteration 43Q: 3 clusters Score -8022066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8022067.000000 Penalty: 5304.836914
	Iteration 44Q: 3 clusters Score -8022067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8022076.000000 Penalty: 5304.836914
	Iteration 45Q: 3 clusters Score -8022076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8022091.000000 Penalty: 5304.836914
	Iteration 46Q: 3 clusters Score -8022091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8022102.500000 Penalty: 5304.836914
	Iteration 47Q: 3 clusters Score -8022102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8022103.000000 Penalty: 5304.836914
	Iteration 48Q: 3 clusters Score -8022103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8022107.000000 Penalty: 5304.836914
	Iteration 49Q: 3 clusters Score -8022107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8022113.000000 Penalty: 5304.836914
	Iteration 50Q: 3 clusters Score -8022113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8022121.500000 Penalty: 5304.836914
	Iteration 51Q: 3 clusters Score -8022122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8022116.500000 Penalty: 5304.836914
	Iteration 52Q: 3 clusters Score -8022116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8022122.000000 Penalty: 5304.836914
	Iteration 53Q: 3 clusters Score -8022122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8022133.500000 Penalty: 5304.836914
	Iteration 54Q: 3 clusters Score -8022134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8022136.500000 Penalty: 5304.836914
	Iteration 55Q: 3 clusters Score -8022136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8022136.500000 Penalty: 5304.836914
	Iteration 56Q: 3 clusters Score -8022136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8022136.000000 Penalty: 5304.836914
	Iteration 57Q: 3 clusters Score -8022136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8022136.000000 Penalty: 5304.836914
	Iteration 58Q: 3 clusters Score -8022136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8022135.500000 Penalty: 5304.836914
	Iteration 59Q: 3 clusters Score -8022136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8022133.500000 Penalty: 5304.836914
	Iteration 60F: 3 clusters Score -8022134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8022135.500000 Penalty: 5304.836914
	Iteration 61Q: 3 clusters Score -8022136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8022140.500000 Penalty: 5304.836914
	Iteration 62Q: 3 clusters Score -8022140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8022138.500000 Penalty: 5304.836914
	Iteration 63Q: 3 clusters Score -8022138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8022138.500000 Penalty: 5304.836914
	Iteration 64F: 3 clusters Score -8022138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Entering Unmasked Estep 
Score: -7993293.500000 Penalty: 2652.317139
	Iteration 0F: 2 clusters Score -7993294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -7964583.000000 Penalty: 5304.634277
	Iteration 0F: 3 clusters Score -7964583 nChanged 20227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -7975728.500000 Penalty: 5304.634277
	Iteration 1F: 3 clusters Score -7975728 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -7976149.000000 Penalty: 5304.634277
	Iteration 2Q: 3 clusters Score -7976149 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -7976601.500000 Penalty: 5304.634277
	Iteration 3Q: 3 clusters Score -7976602 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7976970.500000 Penalty: 5304.634277
	Iteration 4Q: 3 clusters Score -7976970 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -7977366.000000 Penalty: 5304.634277
	Iteration 5Q: 3 clusters Score -7977366 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -7977851.500000 Penalty: 5304.634277
	Iteration 6Q: 3 clusters Score -7977852 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -7978518.000000 Penalty: 5304.634277
	Iteration 7Q: 3 clusters Score -7978518 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -7979499.500000 Penalty: 5304.634277
	Iteration 8Q: 3 clusters Score -7979500 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -7980932.500000 Penalty: 5304.634277
	Iteration 9F: 3 clusters Score -7980932 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -7983173.500000 Penalty: 5304.634277
	Iteration 10F: 3 clusters Score -7983174 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -7985777.500000 Penalty: 5304.634277
	Iteration 11F: 3 clusters Score -7985778 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7988032.500000 Penalty: 5304.634277
	Iteration 12F: 3 clusters Score -7988032 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7989478.000000 Penalty: 5304.634277
	Iteration 13Q: 3 clusters Score -7989478 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7990135.000000 Penalty: 5304.634277
	Iteration 14Q: 3 clusters Score -7990135 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7990525.000000 Penalty: 5304.634277
	Iteration 15Q: 3 clusters Score -7990525 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7990722.500000 Penalty: 5304.634277
	Iteration 16Q: 3 clusters Score -7990722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7990820.500000 Penalty: 5304.634277
	Iteration 17Q: 3 clusters Score -7990820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7990879.500000 Penalty: 5304.634277
	Iteration 18Q: 3 clusters Score -7990880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7990936.000000 Penalty: 5304.634277
	Iteration 19Q: 3 clusters Score -7990936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7990985.000000 Penalty: 5304.634277
	Iteration 20F: 3 clusters Score -7990985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7991010.500000 Penalty: 5304.634277
	Iteration 21Q: 3 clusters Score -7991010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7991038.000000 Penalty: 5304.634277
	Iteration 22Q: 3 clusters Score -7991038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7991052.500000 Penalty: 5304.634277
	Iteration 23Q: 3 clusters Score -7991052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7991072.000000 Penalty: 5304.634277
	Iteration 24Q: 3 clusters Score -7991072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7991082.500000 Penalty: 5304.634277
	Iteration 25Q: 3 clusters Score -7991082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7991090.000000 Penalty: 5304.634277
	Iteration 26Q: 3 clusters Score -7991090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7991099.500000 Penalty: 5304.634277
	Iteration 27Q: 3 clusters Score -7991100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7991100.000000 Penalty: 5304.634277
	Iteration 28Q: 3 clusters Score -7991100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7991100.000000 Penalty: 5304.634277
	Iteration 29F: 3 clusters Score -7991100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Entering Unmasked Estep 
Score: -2843794.750000 Penalty: 2401.375488
	Iteration 0F: 2 clusters Score -2843795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2832319.750000 Penalty: 4802.750977
	Iteration 0F: 3 clusters Score -2832320 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2835907.000000 Penalty: 4802.750977
	Iteration 1F: 3 clusters Score -2835907 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2836329.000000 Penalty: 4802.750977
	Iteration 2F: 3 clusters Score -2836329 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2836760.000000 Penalty: 4802.750977
	Iteration 3F: 3 clusters Score -2836760 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2837214.750000 Penalty: 4802.750977
	Iteration 4F: 3 clusters Score -2837215 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2837719.500000 Penalty: 4802.750977
	Iteration 5F: 3 clusters Score -2837720 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2838399.250000 Penalty: 4802.750977
	Iteration 6F: 3 clusters Score -2838399 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2839193.250000 Penalty: 4802.750977
	Iteration 7F: 3 clusters Score -2839193 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2840024.000000 Penalty: 4802.750977
	Iteration 8F: 3 clusters Score -2840024 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2840666.250000 Penalty: 4802.750977
	Iteration 9Q: 3 clusters Score -2840666 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2841094.500000 Penalty: 4802.750977
	Iteration 10Q: 3 clusters Score -2841094 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2841376.500000 Penalty: 4802.750977
	Iteration 11Q: 3 clusters Score -2841376 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2841570.000000 Penalty: 4802.750977
	Iteration 12Q: 3 clusters Score -2841570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2841682.000000 Penalty: 4802.750977
	Iteration 13Q: 3 clusters Score -2841682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2841735.250000 Penalty: 4802.750977
	Iteration 14Q: 3 clusters Score -2841735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2841773.000000 Penalty: 4802.750977
	Iteration 15Q: 3 clusters Score -2841773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2841780.500000 Penalty: 4802.750977
	Iteration 16Q: 3 clusters Score -2841780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2841790.500000 Penalty: 4802.750977
	Iteration 17Q: 3 clusters Score -2841790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2841802.000000 Penalty: 4802.750977
	Iteration 18Q: 3 clusters Score -2841802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2841807.000000 Penalty: 4802.750977
	Iteration 19Q: 3 clusters Score -2841807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2841810.250000 Penalty: 4802.750977
	Iteration 20F: 3 clusters Score -2841810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2841813.250000 Penalty: 4802.750977
	Iteration 21Q: 3 clusters Score -2841813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2841816.750000 Penalty: 4802.750977
	Iteration 22Q: 3 clusters Score -2841817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2841818.500000 Penalty: 4802.750977
	Iteration 23Q: 3 clusters Score -2841818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2841819.000000 Penalty: 4802.750977
	Iteration 24Q: 3 clusters Score -2841819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2841819.000000 Penalty: 4802.750977
	Iteration 25F: 3 clusters Score -2841819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Entering Unmasked Estep 
Score: -1193249.875000 Penalty: 2188.993652
	Iteration 0F: 2 clusters Score -1193250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1187584.500000 Penalty: 4377.987305
	Iteration 0F: 3 clusters Score -1187584 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1189067.000000 Penalty: 4377.987305
	Iteration 1F: 3 clusters Score -1189067 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1189478.750000 Penalty: 4377.987305
	Iteration 2F: 3 clusters Score -1189479 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1189839.625000 Penalty: 4377.987305
	Iteration 3F: 3 clusters Score -1189840 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1190162.500000 Penalty: 4377.987305
	Iteration 4F: 3 clusters Score -1190162 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1190519.375000 Penalty: 4377.987305
	Iteration 5F: 3 clusters Score -1190519 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1190823.500000 Penalty: 4377.987305
	Iteration 6F: 3 clusters Score -1190824 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1191091.125000 Penalty: 4377.987305
	Iteration 7F: 3 clusters Score -1191091 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1191345.500000 Penalty: 4377.987305
	Iteration 8Q: 3 clusters Score -1191346 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1191517.125000 Penalty: 4377.987305
	Iteration 9Q: 3 clusters Score -1191517 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1191644.750000 Penalty: 4377.987305
	Iteration 10Q: 3 clusters Score -1191645 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1191741.750000 Penalty: 4377.987305
	Iteration 11Q: 3 clusters Score -1191742 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1191807.000000 Penalty: 4377.987305
	Iteration 12Q: 3 clusters Score -1191807 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1191851.750000 Penalty: 4377.987305
	Iteration 13Q: 3 clusters Score -1191852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1191884.750000 Penalty: 4377.987305
	Iteration 14Q: 3 clusters Score -1191885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1191906.750000 Penalty: 4377.987305
	Iteration 15Q: 3 clusters Score -1191907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1191920.625000 Penalty: 4377.987305
	Iteration 16Q: 3 clusters Score -1191921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1191935.250000 Penalty: 4377.987305
	Iteration 17Q: 3 clusters Score -1191935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1191953.250000 Penalty: 4377.987305
	Iteration 18Q: 3 clusters Score -1191953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1191973.000000 Penalty: 4377.987305
	Iteration 19Q: 3 clusters Score -1191973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1191979.625000 Penalty: 4377.987305
	Iteration 20F: 3 clusters Score -1191980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1191989.375000 Penalty: 4377.987305
	Iteration 21Q: 3 clusters Score -1191989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1192005.750000 Penalty: 4377.987305
	Iteration 22Q: 3 clusters Score -1192006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1192023.375000 Penalty: 4377.987305
	Iteration 23Q: 3 clusters Score -1192023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1192043.000000 Penalty: 4377.987305
	Iteration 24Q: 3 clusters Score -1192043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1192058.875000 Penalty: 4377.987305
	Iteration 25Q: 3 clusters Score -1192059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1192070.625000 Penalty: 4377.987305
	Iteration 26Q: 3 clusters Score -1192071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1192085.125000 Penalty: 4377.987305
	Iteration 27Q: 3 clusters Score -1192085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1192097.125000 Penalty: 4377.987305
	Iteration 28Q: 3 clusters Score -1192097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1192104.750000 Penalty: 4377.987305
	Iteration 29Q: 3 clusters Score -1192105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1192111.875000 Penalty: 4377.987305
	Iteration 30Q: 3 clusters Score -1192112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1192117.250000 Penalty: 4377.987305
	Iteration 31Q: 3 clusters Score -1192117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1192119.250000 Penalty: 4377.987305
	Iteration 32Q: 3 clusters Score -1192119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1192121.875000 Penalty: 4377.987305
	Iteration 33Q: 3 clusters Score -1192122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1192121.375000 Penalty: 4377.987305
	Iteration 34Q: 3 clusters Score -1192121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1192123.125000 Penalty: 4377.987305
	Iteration 35Q: 3 clusters Score -1192123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1192122.750000 Penalty: 4377.987305
	Iteration 36Q: 3 clusters Score -1192123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1192123.375000 Penalty: 4377.987305
	Iteration 37Q: 3 clusters Score -1192123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1192125.250000 Penalty: 4377.987305
	Iteration 38Q: 3 clusters Score -1192125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1192125.750000 Penalty: 4377.987305
	Iteration 39Q: 3 clusters Score -1192126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1192131.500000 Penalty: 4377.987305
	Iteration 40F: 3 clusters Score -1192132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1192137.750000 Penalty: 4377.987305
	Iteration 41Q: 3 clusters Score -1192138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1192139.250000 Penalty: 4377.987305
	Iteration 42Q: 3 clusters Score -1192139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1192141.625000 Penalty: 4377.987305
	Iteration 43Q: 3 clusters Score -1192142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1192145.625000 Penalty: 4377.987305
	Iteration 44Q: 3 clusters Score -1192146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1192149.000000 Penalty: 4377.987305
	Iteration 45Q: 3 clusters Score -1192149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1192148.750000 Penalty: 4377.987305
	Iteration 46Q: 3 clusters Score -1192149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1192148.750000 Penalty: 4377.987305
	Iteration 47F: 3 clusters Score -1192149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Entering Unmasked Estep 
Score: -6400397.500000 Penalty: 2597.247070
	Iteration 0F: 2 clusters Score -6400398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -6376377.500000 Penalty: 5194.494141
	Iteration 0F: 3 clusters Score -6376378 nChanged 16055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -6385095.500000 Penalty: 5194.494141
	Iteration 1F: 3 clusters Score -6385096 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -6385518.000000 Penalty: 5194.494141
	Iteration 2Q: 3 clusters Score -6385518 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -6385921.000000 Penalty: 5194.494141
	Iteration 3Q: 3 clusters Score -6385921 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -6386300.000000 Penalty: 5194.494141
	Iteration 4Q: 3 clusters Score -6386300 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -6386755.500000 Penalty: 5194.494141
	Iteration 5Q: 3 clusters Score -6386756 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -6387314.000000 Penalty: 5194.494141
	Iteration 6Q: 3 clusters Score -6387314 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -6387978.500000 Penalty: 5194.494141
	Iteration 7Q: 3 clusters Score -6387978 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -6388899.000000 Penalty: 5194.494141
	Iteration 8Q: 3 clusters Score -6388899 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -6390109.000000 Penalty: 5194.494141
	Iteration 9F: 3 clusters Score -6390109 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -6391803.000000 Penalty: 5194.494141
	Iteration 10F: 3 clusters Score -6391803 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -6393528.500000 Penalty: 5194.494141
	Iteration 11F: 3 clusters Score -6393528 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6394939.000000 Penalty: 5194.494141
	Iteration 12Q: 3 clusters Score -6394939 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -6395983.000000 Penalty: 5194.494141
	Iteration 13Q: 3 clusters Score -6395983 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6396710.500000 Penalty: 5194.494141
	Iteration 14Q: 3 clusters Score -6396710 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6397224.000000 Penalty: 5194.494141
	Iteration 15Q: 3 clusters Score -6397224 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6397543.500000 Penalty: 5194.494141
	Iteration 16Q: 3 clusters Score -6397544 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6397725.000000 Penalty: 5194.494141
	Iteration 17Q: 3 clusters Score -6397725 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6397869.000000 Penalty: 5194.494141
	Iteration 18Q: 3 clusters Score -6397869 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6397932.500000 Penalty: 5194.494141
	Iteration 19Q: 3 clusters Score -6397932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6397996.000000 Penalty: 5194.494141
	Iteration 20F: 3 clusters Score -6397996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6398037.000000 Penalty: 5194.494141
	Iteration 21Q: 3 clusters Score -6398037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6398059.000000 Penalty: 5194.494141
	Iteration 22Q: 3 clusters Score -6398059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6398085.000000 Penalty: 5194.494141
	Iteration 23Q: 3 clusters Score -6398085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6398102.500000 Penalty: 5194.494141
	Iteration 24Q: 3 clusters Score -6398102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6398124.000000 Penalty: 5194.494141
	Iteration 25Q: 3 clusters Score -6398124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6398141.500000 Penalty: 5194.494141
	Iteration 26Q: 3 clusters Score -6398142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6398149.000000 Penalty: 5194.494141
	Iteration 27Q: 3 clusters Score -6398149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6398161.500000 Penalty: 5194.494141
	Iteration 28Q: 3 clusters Score -6398162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6398169.500000 Penalty: 5194.494141
	Iteration 29Q: 3 clusters Score -6398170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6398172.500000 Penalty: 5194.494141
	Iteration 30Q: 3 clusters Score -6398172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6398173.500000 Penalty: 5194.494141
	Iteration 31Q: 3 clusters Score -6398174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6398178.500000 Penalty: 5194.494141
	Iteration 32Q: 3 clusters Score -6398178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6398181.000000 Penalty: 5194.494141
	Iteration 33Q: 3 clusters Score -6398181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6398182.500000 Penalty: 5194.494141
	Iteration 34Q: 3 clusters Score -6398182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6398182.000000 Penalty: 5194.494141
	Iteration 35Q: 3 clusters Score -6398182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6398184.500000 Penalty: 5194.494141
	Iteration 36Q: 3 clusters Score -6398184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6398182.000000 Penalty: 5194.494141
	Iteration 37Q: 3 clusters Score -6398182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6398185.500000 Penalty: 5194.494141
	Iteration 38Q: 3 clusters Score -6398186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6398185.500000 Penalty: 5194.494141
	Iteration 39F: 3 clusters Score -6398186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Entering Unmasked Estep 
Score: -1461566.750000 Penalty: 2236.004883
	Iteration 0F: 2 clusters Score -1461567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1455022.250000 Penalty: 4472.009766
	Iteration 0F: 3 clusters Score -1455022 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1456766.500000 Penalty: 4472.009766
	Iteration 1F: 3 clusters Score -1456766 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1457019.000000 Penalty: 4472.009766
	Iteration 2F: 3 clusters Score -1457019 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1457204.875000 Penalty: 4472.009766
	Iteration 3Q: 3 clusters Score -1457205 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1457337.000000 Penalty: 4472.009766
	Iteration 4Q: 3 clusters Score -1457337 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1457439.000000 Penalty: 4472.009766
	Iteration 5Q: 3 clusters Score -1457439 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1457540.625000 Penalty: 4472.009766
	Iteration 6Q: 3 clusters Score -1457541 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1457642.125000 Penalty: 4472.009766
	Iteration 7Q: 3 clusters Score -1457642 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1457738.625000 Penalty: 4472.009766
	Iteration 8Q: 3 clusters Score -1457739 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1457812.250000 Penalty: 4472.009766
	Iteration 9Q: 3 clusters Score -1457812 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1457876.500000 Penalty: 4472.009766
	Iteration 10Q: 3 clusters Score -1457876 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1457943.500000 Penalty: 4472.009766
	Iteration 11Q: 3 clusters Score -1457944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1458011.875000 Penalty: 4472.009766
	Iteration 12Q: 3 clusters Score -1458012 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1458079.625000 Penalty: 4472.009766
	Iteration 13Q: 3 clusters Score -1458080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1458176.125000 Penalty: 4472.009766
	Iteration 14Q: 3 clusters Score -1458176 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1458269.875000 Penalty: 4472.009766
	Iteration 15Q: 3 clusters Score -1458270 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1458378.625000 Penalty: 4472.009766
	Iteration 16Q: 3 clusters Score -1458379 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1458477.250000 Penalty: 4472.009766
	Iteration 17Q: 3 clusters Score -1458477 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1458566.500000 Penalty: 4472.009766
	Iteration 18Q: 3 clusters Score -1458566 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1458640.000000 Penalty: 4472.009766
	Iteration 19Q: 3 clusters Score -1458640 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1458713.750000 Penalty: 4472.009766
	Iteration 20F: 3 clusters Score -1458714 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1458787.625000 Penalty: 4472.009766
	Iteration 21Q: 3 clusters Score -1458788 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1458865.125000 Penalty: 4472.009766
	Iteration 22Q: 3 clusters Score -1458865 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1458941.500000 Penalty: 4472.009766
	Iteration 23Q: 3 clusters Score -1458942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1459027.625000 Penalty: 4472.009766
	Iteration 24Q: 3 clusters Score -1459028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1459101.500000 Penalty: 4472.009766
	Iteration 25Q: 3 clusters Score -1459102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1459158.000000 Penalty: 4472.009766
	Iteration 26Q: 3 clusters Score -1459158 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1459220.250000 Penalty: 4472.009766
	Iteration 27Q: 3 clusters Score -1459220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1459285.375000 Penalty: 4472.009766
	Iteration 28Q: 3 clusters Score -1459285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1459349.500000 Penalty: 4472.009766
	Iteration 29Q: 3 clusters Score -1459350 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1459422.625000 Penalty: 4472.009766
	Iteration 30Q: 3 clusters Score -1459423 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1459484.625000 Penalty: 4472.009766
	Iteration 31Q: 3 clusters Score -1459485 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1459545.125000 Penalty: 4472.009766
	Iteration 32Q: 3 clusters Score -1459545 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1459600.000000 Penalty: 4472.009766
	Iteration 33Q: 3 clusters Score -1459600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1459637.125000 Penalty: 4472.009766
	Iteration 34Q: 3 clusters Score -1459637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1459668.250000 Penalty: 4472.009766
	Iteration 35Q: 3 clusters Score -1459668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1459692.375000 Penalty: 4472.009766
	Iteration 36Q: 3 clusters Score -1459692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1459701.625000 Penalty: 4472.009766
	Iteration 37Q: 3 clusters Score -1459702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1459719.625000 Penalty: 4472.009766
	Iteration 38Q: 3 clusters Score -1459720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1459728.125000 Penalty: 4472.009766
	Iteration 39Q: 3 clusters Score -1459728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1459732.375000 Penalty: 4472.009766
	Iteration 40F: 3 clusters Score -1459732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1459742.875000 Penalty: 4472.009766
	Iteration 41Q: 3 clusters Score -1459743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1459743.500000 Penalty: 4472.009766
	Iteration 42Q: 3 clusters Score -1459744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1459753.125000 Penalty: 4472.009766
	Iteration 43Q: 3 clusters Score -1459753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1459757.875000 Penalty: 4472.009766
	Iteration 44Q: 3 clusters Score -1459758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1459762.500000 Penalty: 4472.009766
	Iteration 45Q: 3 clusters Score -1459762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1459763.000000 Penalty: 4472.009766
	Iteration 46Q: 3 clusters Score -1459763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1459764.250000 Penalty: 4472.009766
	Iteration 47Q: 3 clusters Score -1459764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1459763.750000 Penalty: 4472.009766
	Iteration 48Q: 3 clusters Score -1459764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1459766.875000 Penalty: 4472.009766
	Iteration 49Q: 3 clusters Score -1459767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1459769.000000 Penalty: 4472.009766
	Iteration 50Q: 3 clusters Score -1459769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1459768.375000 Penalty: 4472.009766
	Iteration 51Q: 3 clusters Score -1459768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1459770.250000 Penalty: 4472.009766
	Iteration 52Q: 3 clusters Score -1459770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1459768.625000 Penalty: 4472.009766
	Iteration 53Q: 3 clusters Score -1459769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1459768.625000 Penalty: 4472.009766
	Iteration 54F: 3 clusters Score -1459769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Entering Unmasked Estep 
Score: -2395198.250000 Penalty: 2360.529785
	Iteration 0F: 2 clusters Score -2395198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2385275.750000 Penalty: 4721.059570
	Iteration 0F: 3 clusters Score -2385276 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2388629.750000 Penalty: 4721.059570
	Iteration 1F: 3 clusters Score -2388630 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2389445.500000 Penalty: 4721.059570
	Iteration 2F: 3 clusters Score -2389446 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2390551.750000 Penalty: 4721.059570
	Iteration 3F: 3 clusters Score -2390552 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2391715.750000 Penalty: 4721.059570
	Iteration 4F: 3 clusters Score -2391716 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2392741.000000 Penalty: 4721.059570
	Iteration 5F: 3 clusters Score -2392741 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2393515.250000 Penalty: 4721.059570
	Iteration 6F: 3 clusters Score -2393515 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2394085.250000 Penalty: 4721.059570
	Iteration 7Q: 3 clusters Score -2394085 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2394518.500000 Penalty: 4721.059570
	Iteration 8Q: 3 clusters Score -2394518 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2394822.250000 Penalty: 4721.059570
	Iteration 9Q: 3 clusters Score -2394822 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2395007.500000 Penalty: 4721.059570
	Iteration 10Q: 3 clusters Score -2395008 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2395058.750000 Penalty: 4721.059570
	Iteration 11Q: 3 clusters Score -2395059 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2395077.500000 Penalty: 4721.059570
	Iteration 12Q: 3 clusters Score -2395078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2395094.500000 Penalty: 4721.059570
	Iteration 13Q: 3 clusters Score -2395094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2395095.500000 Penalty: 4721.059570
	Iteration 14Q: 3 clusters Score -2395096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2395101.500000 Penalty: 4721.059570
	Iteration 15Q: 3 clusters Score -2395102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2395104.500000 Penalty: 4721.059570
	Iteration 16Q: 3 clusters Score -2395104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2395107.000000 Penalty: 4721.059570
	Iteration 17Q: 3 clusters Score -2395107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2395109.250000 Penalty: 4721.059570
	Iteration 18Q: 3 clusters Score -2395109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2395109.750000 Penalty: 4721.059570
	Iteration 19Q: 3 clusters Score -2395110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2395111.500000 Penalty: 4721.059570
	Iteration 20F: 3 clusters Score -2395112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2395114.000000 Penalty: 4721.059570
	Iteration 21Q: 3 clusters Score -2395114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2395114.000000 Penalty: 4721.059570
	Iteration 22F: 3 clusters Score -2395114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -261796.937500 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -261796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -259404.687500 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -259404.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -260030.093750 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -260030.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -260467.281250 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -260467.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -260779.296875 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -260779.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -261025.796875 Penalty: 3684.158447
	Iteration 4F: 3 clusters Score -261025.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -261161.515625 Penalty: 3684.158447
	Iteration 5F: 3 clusters Score -261161.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261238.765625 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -261238.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261284.593750 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -261284.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261323.562500 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -261323.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261342.062500 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -261342.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -261352.812500 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -261352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -261358.156250 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -261358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -261360.140625 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -261360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -261360.375000 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -261360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -261360.375000 Penalty: 3684.158447
	Iteration 14F: 3 clusters Score -261360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Entering Unmasked Estep 
Score: -8929203.000000 Penalty: 2680.592041
	Iteration 0F: 2 clusters Score -8929203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -8898720.000000 Penalty: 5361.184082
	Iteration 0F: 3 clusters Score -8898720 nChanged 22708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -8911354.000000 Penalty: 5361.184082
	Iteration 1F: 3 clusters Score -8911354 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -8911848.000000 Penalty: 5361.184082
	Iteration 2Q: 3 clusters Score -8911848 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -8912329.000000 Penalty: 5361.184082
	Iteration 3Q: 3 clusters Score -8912329 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -8912806.000000 Penalty: 5361.184082
	Iteration 4Q: 3 clusters Score -8912806 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8913327.000000 Penalty: 5361.184082
	Iteration 5Q: 3 clusters Score -8913327 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8913829.000000 Penalty: 5361.184082
	Iteration 6Q: 3 clusters Score -8913829 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -8914479.000000 Penalty: 5361.184082
	Iteration 7Q: 3 clusters Score -8914479 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -8915046.000000 Penalty: 5361.184082
	Iteration 8Q: 3 clusters Score -8915046 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -8915711.000000 Penalty: 5361.184082
	Iteration 9Q: 3 clusters Score -8915711 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -8916486.000000 Penalty: 5361.184082
	Iteration 10Q: 3 clusters Score -8916486 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -8917381.000000 Penalty: 5361.184082
	Iteration 11Q: 3 clusters Score -8917381 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -8918370.000000 Penalty: 5361.184082
	Iteration 12Q: 3 clusters Score -8918370 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -8919525.000000 Penalty: 5361.184082
	Iteration 13Q: 3 clusters Score -8919525 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -8920889.000000 Penalty: 5361.184082
	Iteration 14Q: 3 clusters Score -8920889 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -8922456.000000 Penalty: 5361.184082
	Iteration 15Q: 3 clusters Score -8922456 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8923747.000000 Penalty: 5361.184082
	Iteration 16Q: 3 clusters Score -8923747 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8924935.000000 Penalty: 5361.184082
	Iteration 17Q: 3 clusters Score -8924935 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8925898.000000 Penalty: 5361.184082
	Iteration 18Q: 3 clusters Score -8925898 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8926405.000000 Penalty: 5361.184082
	Iteration 19Q: 3 clusters Score -8926405 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8926651.000000 Penalty: 5361.184082
	Iteration 20F: 3 clusters Score -8926651 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8926789.000000 Penalty: 5361.184082
	Iteration 21Q: 3 clusters Score -8926789 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8926844.000000 Penalty: 5361.184082
	Iteration 22Q: 3 clusters Score -8926844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8926908.000000 Penalty: 5361.184082
	Iteration 23Q: 3 clusters Score -8926908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8926933.000000 Penalty: 5361.184082
	Iteration 24Q: 3 clusters Score -8926933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8926963.000000 Penalty: 5361.184082
	Iteration 25Q: 3 clusters Score -8926963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8926981.000000 Penalty: 5361.184082
	Iteration 26Q: 3 clusters Score -8926981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8926992.000000 Penalty: 5361.184082
	Iteration 27Q: 3 clusters Score -8926992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8927006.000000 Penalty: 5361.184082
	Iteration 28Q: 3 clusters Score -8927006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8927016.000000 Penalty: 5361.184082
	Iteration 29Q: 3 clusters Score -8927016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8927017.000000 Penalty: 5361.184082
	Iteration 30Q: 3 clusters Score -8927017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8927020.000000 Penalty: 5361.184082
	Iteration 31Q: 3 clusters Score -8927020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8927018.000000 Penalty: 5361.184082
	Iteration 32Q: 3 clusters Score -8927018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8927020.000000 Penalty: 5361.184082
	Iteration 33Q: 3 clusters Score -8927020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8927018.000000 Penalty: 5361.184082
	Iteration 34Q: 3 clusters Score -8927018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8927024.000000 Penalty: 5361.184082
	Iteration 35Q: 3 clusters Score -8927024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8927024.000000 Penalty: 5361.184082
	Iteration 36F: 3 clusters Score -8927024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Entering Unmasked Estep 
Score: -8058983.000000 Penalty: 2654.877930
	Iteration 0F: 2 clusters Score -8058983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -8029480.000000 Penalty: 5309.755859
	Iteration 0F: 3 clusters Score -8029480 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8041187.000000 Penalty: 5309.755859
	Iteration 1F: 3 clusters Score -8041187 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -8041957.500000 Penalty: 5309.755859
	Iteration 2Q: 3 clusters Score -8041958 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -8042863.000000 Penalty: 5309.755859
	Iteration 3Q: 3 clusters Score -8042863 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -8043887.500000 Penalty: 5309.755859
	Iteration 4F: 3 clusters Score -8043888 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -8045310.000000 Penalty: 5309.755859
	Iteration 5F: 3 clusters Score -8045310 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -8047188.000000 Penalty: 5309.755859
	Iteration 6F: 3 clusters Score -8047188 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8049493.000000 Penalty: 5309.755859
	Iteration 7F: 3 clusters Score -8049493 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -8051732.000000 Penalty: 5309.755859
	Iteration 8F: 3 clusters Score -8051732 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -8053450.000000 Penalty: 5309.755859
	Iteration 9Q: 3 clusters Score -8053450 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8054777.500000 Penalty: 5309.755859
	Iteration 10Q: 3 clusters Score -8054778 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -8055581.500000 Penalty: 5309.755859
	Iteration 11Q: 3 clusters Score -8055582 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8056074.500000 Penalty: 5309.755859
	Iteration 12Q: 3 clusters Score -8056074 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -8056322.000000 Penalty: 5309.755859
	Iteration 13Q: 3 clusters Score -8056322 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8056464.000000 Penalty: 5309.755859
	Iteration 14Q: 3 clusters Score -8056464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8056557.500000 Penalty: 5309.755859
	Iteration 15Q: 3 clusters Score -8056558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8056630.500000 Penalty: 5309.755859
	Iteration 16Q: 3 clusters Score -8056630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8056679.000000 Penalty: 5309.755859
	Iteration 17Q: 3 clusters Score -8056679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -8056682.500000 Penalty: 5309.755859
	Iteration 18Q: 3 clusters Score -8056682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8056703.500000 Penalty: 5309.755859
	Iteration 19Q: 3 clusters Score -8056704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8056708.000000 Penalty: 5309.755859
	Iteration 20F: 3 clusters Score -8056708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8056709.500000 Penalty: 5309.755859
	Iteration 21Q: 3 clusters Score -8056710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8056718.000000 Penalty: 5309.755859
	Iteration 22Q: 3 clusters Score -8056718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -8056721.000000 Penalty: 5309.755859
	Iteration 23Q: 3 clusters Score -8056721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -8056721.000000 Penalty: 5309.755859
	Iteration 24F: 3 clusters Score -8056721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Entering Unmasked Estep 
Score: -1855452.625000 Penalty: 2294.866699
	Iteration 0F: 2 clusters Score -1855453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1847593.125000 Penalty: 4589.733398
	Iteration 0F: 3 clusters Score -1847593 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1849823.250000 Penalty: 4589.733398
	Iteration 1F: 3 clusters Score -1849823 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1850097.500000 Penalty: 4589.733398
	Iteration 2F: 3 clusters Score -1850098 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1850304.250000 Penalty: 4589.733398
	Iteration 3Q: 3 clusters Score -1850304 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1850493.625000 Penalty: 4589.733398
	Iteration 4Q: 3 clusters Score -1850494 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1850670.250000 Penalty: 4589.733398
	Iteration 5Q: 3 clusters Score -1850670 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1850861.875000 Penalty: 4589.733398
	Iteration 6Q: 3 clusters Score -1850862 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1851076.500000 Penalty: 4589.733398
	Iteration 7Q: 3 clusters Score -1851076 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1851346.875000 Penalty: 4589.733398
	Iteration 8Q: 3 clusters Score -1851347 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1851621.250000 Penalty: 4589.733398
	Iteration 9Q: 3 clusters Score -1851621 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1851926.000000 Penalty: 4589.733398
	Iteration 10Q: 3 clusters Score -1851926 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1852215.375000 Penalty: 4589.733398
	Iteration 11Q: 3 clusters Score -1852215 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1852487.250000 Penalty: 4589.733398
	Iteration 12Q: 3 clusters Score -1852487 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1852703.250000 Penalty: 4589.733398
	Iteration 13Q: 3 clusters Score -1852703 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1852893.750000 Penalty: 4589.733398
	Iteration 14Q: 3 clusters Score -1852894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1853050.500000 Penalty: 4589.733398
	Iteration 15Q: 3 clusters Score -1853050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1853174.625000 Penalty: 4589.733398
	Iteration 16Q: 3 clusters Score -1853175 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1853261.500000 Penalty: 4589.733398
	Iteration 17Q: 3 clusters Score -1853262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1853317.625000 Penalty: 4589.733398
	Iteration 18Q: 3 clusters Score -1853318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1853344.875000 Penalty: 4589.733398
	Iteration 19Q: 3 clusters Score -1853345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1853359.250000 Penalty: 4589.733398
	Iteration 20F: 3 clusters Score -1853359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1853378.750000 Penalty: 4589.733398
	Iteration 21Q: 3 clusters Score -1853379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1853393.625000 Penalty: 4589.733398
	Iteration 22Q: 3 clusters Score -1853394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1853413.500000 Penalty: 4589.733398
	Iteration 23Q: 3 clusters Score -1853414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1853424.875000 Penalty: 4589.733398
	Iteration 24Q: 3 clusters Score -1853425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1853435.250000 Penalty: 4589.733398
	Iteration 25Q: 3 clusters Score -1853435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1853440.250000 Penalty: 4589.733398
	Iteration 26Q: 3 clusters Score -1853440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1853443.500000 Penalty: 4589.733398
	Iteration 27Q: 3 clusters Score -1853444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1853451.500000 Penalty: 4589.733398
	Iteration 28Q: 3 clusters Score -1853452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1853454.500000 Penalty: 4589.733398
	Iteration 29Q: 3 clusters Score -1853454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1853457.500000 Penalty: 4589.733398
	Iteration 30Q: 3 clusters Score -1853458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1853461.125000 Penalty: 4589.733398
	Iteration 31Q: 3 clusters Score -1853461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1853468.375000 Penalty: 4589.733398
	Iteration 32Q: 3 clusters Score -1853468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1853468.250000 Penalty: 4589.733398
	Iteration 33Q: 3 clusters Score -1853468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1853468.875000 Penalty: 4589.733398
	Iteration 34Q: 3 clusters Score -1853469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1853468.875000 Penalty: 4589.733398
	Iteration 35F: 3 clusters Score -1853469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -104731.750000 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -104731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103033.156250 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -103033.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103604.609375 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -103604.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103866.273438 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -103866.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104041.585938 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -104041.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104131.132812 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -104131.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104236.914062 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -104236.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104350.914062 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -104350.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104437.804688 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -104437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104451.492188 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -104451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104457.265625 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -104457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104466.218750 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -104466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104469.187500 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -104469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104470.296875 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -104470.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104470.296875 Penalty: 3314.325684
	Iteration 13F: 3 clusters Score -104470.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -261187.187500 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -261187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -258959.281250 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -258959.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -259456.359375 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -259456.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -259718.515625 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -259718.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -260017.062500 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -260017.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -260268.421875 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -260268.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -260599.265625 Penalty: 3646.492676
	Iteration 5F: 3 clusters Score -260599.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -260992.281250 Penalty: 3646.492676
	Iteration 6F: 3 clusters Score -260992.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -261379.890625 Penalty: 3646.492676
	Iteration 7F: 3 clusters Score -261379.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -261709.578125 Penalty: 3646.492676
	Iteration 8F: 3 clusters Score -261709.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -262012.578125 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -262012.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -262129.296875 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -262129.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -262194.625000 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -262194.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -262221.250000 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -262221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -262228.500000 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -262228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -262229.000000 Penalty: 3646.492676
	Iteration 14Q: 3 clusters Score -262229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -262233.406250 Penalty: 3646.492676
	Iteration 15F: 3 clusters Score -262233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -262246.187500 Penalty: 3646.492676
	Iteration 16Q: 3 clusters Score -262246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -262259.250000 Penalty: 3646.492676
	Iteration 17Q: 3 clusters Score -262259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -262268.187500 Penalty: 3646.492676
	Iteration 18Q: 3 clusters Score -262268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -262271.750000 Penalty: 3646.492676
	Iteration 19Q: 3 clusters Score -262271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -262273.187500 Penalty: 3646.492676
	Iteration 20F: 3 clusters Score -262273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 46560 members 
Mstep: Class 3 contains 33908 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 42818 members 
Mstep: Class 7 contains 48392 members 
Mstep: Class 8 contains 13962 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 39187 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 50428 members 
Mstep: Class 15 contains 39627 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 5714 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 44127 members 
Mstep: Class 20 contains 16042 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 35340 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49456 members 
Mstep: Class 27 contains 44585 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1063 members 
Mstep: Class 31 contains 41647 members 
Mstep: Class 32 contains 48360 members 
Mstep: Class 33 contains 69925 members 
Mstep: Class 34 contains 33067 members 
Mstep: Class 35 contains 41092 members 
Mstep: Class 36 contains 15164 members 
Mstep: Class 37 contains 38837 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44071 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55878 members 
Mstep: Class 42 contains 47251 members 
Mstep: Class 43 contains 496 members 
Entering Unmasked Estep 
Score: -196415920.000000 Penalty: 148555.890625
Splitting cluster 30 changes total score from -196416320.000000 to -196415920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (41647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Entering Unmasked Estep 
Score: -7414645.000000 Penalty: 2637.972168
	Iteration 0F: 2 clusters Score -7414645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -7386984.500000 Penalty: 5275.944336
	Iteration 0F: 3 clusters Score -7386984 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -7397392.500000 Penalty: 5275.944336
	Iteration 1F: 3 clusters Score -7397392 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -7398141.000000 Penalty: 5275.944336
	Iteration 2Q: 3 clusters Score -7398141 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -7399036.000000 Penalty: 5275.944336
	Iteration 3Q: 3 clusters Score -7399036 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -7400142.000000 Penalty: 5275.944336
	Iteration 4F: 3 clusters Score -7400142 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -7401650.000000 Penalty: 5275.944336
	Iteration 5F: 3 clusters Score -7401650 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -7403535.000000 Penalty: 5275.944336
	Iteration 6F: 3 clusters Score -7403535 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -7405507.000000 Penalty: 5275.944336
	Iteration 7F: 3 clusters Score -7405507 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -7407348.000000 Penalty: 5275.944336
	Iteration 8F: 3 clusters Score -7407348 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -7408964.500000 Penalty: 5275.944336
	Iteration 9F: 3 clusters Score -7408964 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -7410120.000000 Penalty: 5275.944336
	Iteration 10Q: 3 clusters Score -7410120 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -7410822.000000 Penalty: 5275.944336
	Iteration 11Q: 3 clusters Score -7410822 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -7411270.000000 Penalty: 5275.944336
	Iteration 12Q: 3 clusters Score -7411270 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -7411540.000000 Penalty: 5275.944336
	Iteration 13Q: 3 clusters Score -7411540 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -7411740.000000 Penalty: 5275.944336
	Iteration 14Q: 3 clusters Score -7411740 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -7411921.500000 Penalty: 5275.944336
	Iteration 15Q: 3 clusters Score -7411922 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -7412100.000000 Penalty: 5275.944336
	Iteration 16Q: 3 clusters Score -7412100 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -7412212.000000 Penalty: 5275.944336
	Iteration 17Q: 3 clusters Score -7412212 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -7412349.000000 Penalty: 5275.944336
	Iteration 18Q: 3 clusters Score -7412349 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7412450.000000 Penalty: 5275.944336
	Iteration 19Q: 3 clusters Score -7412450 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -7412538.500000 Penalty: 5275.944336
	Iteration 20F: 3 clusters Score -7412538 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -7412583.500000 Penalty: 5275.944336
	Iteration 21Q: 3 clusters Score -7412584 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7412635.000000 Penalty: 5275.944336
	Iteration 22Q: 3 clusters Score -7412635 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7412663.500000 Penalty: 5275.944336
	Iteration 23Q: 3 clusters Score -7412664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7412710.500000 Penalty: 5275.944336
	Iteration 24Q: 3 clusters Score -7412710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -7412710.000000 Penalty: 5275.944336
	Iteration 25Q: 3 clusters Score -7412710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7412744.500000 Penalty: 5275.944336
	Iteration 26Q: 3 clusters Score -7412744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7412775.500000 Penalty: 5275.944336
	Iteration 27Q: 3 clusters Score -7412776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -7412776.000000 Penalty: 5275.944336
	Iteration 28Q: 3 clusters Score -7412776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -7412782.500000 Penalty: 5275.944336
	Iteration 29Q: 3 clusters Score -7412782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -7412831.500000 Penalty: 5275.944336
	Iteration 30Q: 3 clusters Score -7412832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7412839.500000 Penalty: 5275.944336
	Iteration 31Q: 3 clusters Score -7412840 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7412852.500000 Penalty: 5275.944336
	Iteration 32Q: 3 clusters Score -7412852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -7412876.500000 Penalty: 5275.944336
	Iteration 33Q: 3 clusters Score -7412876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -7412899.500000 Penalty: 5275.944336
	Iteration 34Q: 3 clusters Score -7412900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7412927.500000 Penalty: 5275.944336
	Iteration 35Q: 3 clusters Score -7412928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -7412956.500000 Penalty: 5275.944336
	Iteration 36Q: 3 clusters Score -7412956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -7412964.500000 Penalty: 5275.944336
	Iteration 37Q: 3 clusters Score -7412964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -7412959.000000 Penalty: 5275.944336
	Iteration 38Q: 3 clusters Score -7412959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -7412964.500000 Penalty: 5275.944336
	Iteration 39Q: 3 clusters Score -7412964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7412971.500000 Penalty: 5275.944336
	Iteration 40F: 3 clusters Score -7412972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -7412974.000000 Penalty: 5275.944336
	Iteration 41Q: 3 clusters Score -7412974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -7412992.500000 Penalty: 5275.944336
	Iteration 42Q: 3 clusters Score -7412992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7412984.500000 Penalty: 5275.944336
	Iteration 43Q: 3 clusters Score -7412984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7412994.000000 Penalty: 5275.944336
	Iteration 44Q: 3 clusters Score -7412994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -7412998.000000 Penalty: 5275.944336
	Iteration 45Q: 3 clusters Score -7412998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7412996.000000 Penalty: 5275.944336
	Iteration 46Q: 3 clusters Score -7412996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -7412997.000000 Penalty: 5275.944336
	Iteration 47Q: 3 clusters Score -7412997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -7412992.500000 Penalty: 5275.944336
	Iteration 48Q: 3 clusters Score -7412992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7412988.000000 Penalty: 5275.944336
	Iteration 49Q: 3 clusters Score -7412988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7412999.000000 Penalty: 5275.944336
	Iteration 50Q: 3 clusters Score -7412999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7412994.000000 Penalty: 5275.944336
	Iteration 51Q: 3 clusters Score -7412994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7412998.000000 Penalty: 5275.944336
	Iteration 52Q: 3 clusters Score -7412998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7412997.500000 Penalty: 5275.944336
	Iteration 53Q: 3 clusters Score -7412998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7412998.000000 Penalty: 5275.944336
	Iteration 54Q: 3 clusters Score -7412998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -7412987.000000 Penalty: 5275.944336
	Iteration 55Q: 3 clusters Score -7412987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7412980.000000 Penalty: 5275.944336
	Iteration 56Q: 3 clusters Score -7412980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7412980.500000 Penalty: 5275.944336
	Iteration 57Q: 3 clusters Score -7412980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -7412987.500000 Penalty: 5275.944336
	Iteration 58Q: 3 clusters Score -7412988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7412992.000000 Penalty: 5275.944336
	Iteration 59Q: 3 clusters Score -7412992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7412992.000000 Penalty: 5275.944336
	Iteration 60F: 3 clusters Score -7412992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Entering Unmasked Estep 
Score: -8593709.000000 Penalty: 2675.034180
	Iteration 0F: 2 clusters Score -8593709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8562960.000000 Penalty: 5350.068359
	Iteration 0F: 3 clusters Score -8562960 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -8575511.000000 Penalty: 5350.068359
	Iteration 1F: 3 clusters Score -8575511 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -8576141.000000 Penalty: 5350.068359
	Iteration 2Q: 3 clusters Score -8576141 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8576996.000000 Penalty: 5350.068359
	Iteration 3Q: 3 clusters Score -8576996 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -8578174.000000 Penalty: 5350.068359
	Iteration 4F: 3 clusters Score -8578174 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -8579884.000000 Penalty: 5350.068359
	Iteration 5F: 3 clusters Score -8579884 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -8582116.000000 Penalty: 5350.068359
	Iteration 6F: 3 clusters Score -8582116 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -8584627.000000 Penalty: 5350.068359
	Iteration 7F: 3 clusters Score -8584627 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -8586928.000000 Penalty: 5350.068359
	Iteration 8F: 3 clusters Score -8586928 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -8588731.000000 Penalty: 5350.068359
	Iteration 9F: 3 clusters Score -8588731 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8589975.000000 Penalty: 5350.068359
	Iteration 10Q: 3 clusters Score -8589975 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8590671.000000 Penalty: 5350.068359
	Iteration 11Q: 3 clusters Score -8590671 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8591028.000000 Penalty: 5350.068359
	Iteration 12Q: 3 clusters Score -8591028 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8591310.000000 Penalty: 5350.068359
	Iteration 13Q: 3 clusters Score -8591310 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8591434.000000 Penalty: 5350.068359
	Iteration 14Q: 3 clusters Score -8591434 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8591530.000000 Penalty: 5350.068359
	Iteration 15Q: 3 clusters Score -8591530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8591595.000000 Penalty: 5350.068359
	Iteration 16Q: 3 clusters Score -8591595 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8591630.000000 Penalty: 5350.068359
	Iteration 17Q: 3 clusters Score -8591630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8591654.000000 Penalty: 5350.068359
	Iteration 18Q: 3 clusters Score -8591654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8591648.000000 Penalty: 5350.068359
	Iteration 19Q: 3 clusters Score -8591648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8591679.000000 Penalty: 5350.068359
	Iteration 20F: 3 clusters Score -8591679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8591704.000000 Penalty: 5350.068359
	Iteration 21Q: 3 clusters Score -8591704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8591726.000000 Penalty: 5350.068359
	Iteration 22Q: 3 clusters Score -8591726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8591729.000000 Penalty: 5350.068359
	Iteration 23Q: 3 clusters Score -8591729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8591740.000000 Penalty: 5350.068359
	Iteration 24Q: 3 clusters Score -8591740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8591749.000000 Penalty: 5350.068359
	Iteration 25Q: 3 clusters Score -8591749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8591762.000000 Penalty: 5350.068359
	Iteration 26Q: 3 clusters Score -8591762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8591761.000000 Penalty: 5350.068359
	Iteration 27Q: 3 clusters Score -8591761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8591772.000000 Penalty: 5350.068359
	Iteration 28Q: 3 clusters Score -8591772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8591767.000000 Penalty: 5350.068359
	Iteration 29Q: 3 clusters Score -8591767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8591766.000000 Penalty: 5350.068359
	Iteration 30Q: 3 clusters Score -8591766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8591773.000000 Penalty: 5350.068359
	Iteration 31Q: 3 clusters Score -8591773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8591775.000000 Penalty: 5350.068359
	Iteration 32Q: 3 clusters Score -8591775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8591776.000000 Penalty: 5350.068359
	Iteration 33Q: 3 clusters Score -8591776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8591778.000000 Penalty: 5350.068359
	Iteration 34Q: 3 clusters Score -8591778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8591778.000000 Penalty: 5350.068359
	Iteration 35Q: 3 clusters Score -8591778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8591767.000000 Penalty: 5350.068359
	Iteration 36Q: 3 clusters Score -8591767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8591765.000000 Penalty: 5350.068359
	Iteration 37Q: 3 clusters Score -8591765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8591765.000000 Penalty: 5350.068359
	Iteration 38Q: 3 clusters Score -8591765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8591765.000000 Penalty: 5350.068359
	Iteration 39F: 3 clusters Score -8591765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Entering Unmasked Estep 
Score: -12303145.000000 Penalty: 2766.484131
	Iteration 0F: 2 clusters Score -1.230314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -12260880.000000 Penalty: 5532.968262
	Iteration 0F: 3 clusters Score -1.226088e+07 nChanged 32904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -12279422.000000 Penalty: 5532.968262
	Iteration 1F: 3 clusters Score -1.227942e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -12280026.000000 Penalty: 5532.968262
	Iteration 2Q: 3 clusters Score -1.228003e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -12280737.000000 Penalty: 5532.968262
	Iteration 3Q: 3 clusters Score -1.228074e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -12281535.000000 Penalty: 5532.968262
	Iteration 4Q: 3 clusters Score -1.228154e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -12282676.000000 Penalty: 5532.968262
	Iteration 5Q: 3 clusters Score -1.228268e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -12284453.000000 Penalty: 5532.968262
	Iteration 6F: 3 clusters Score -1.228445e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -12287366.000000 Penalty: 5532.968262
	Iteration 7F: 3 clusters Score -1.228737e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -12290911.000000 Penalty: 5532.968262
	Iteration 8F: 3 clusters Score -1.229091e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -12294331.000000 Penalty: 5532.968262
	Iteration 9F: 3 clusters Score -1.229433e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -12296950.000000 Penalty: 5532.968262
	Iteration 10F: 3 clusters Score -1.229695e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -12298517.000000 Penalty: 5532.968262
	Iteration 11Q: 3 clusters Score -1.229852e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -12299372.000000 Penalty: 5532.968262
	Iteration 12Q: 3 clusters Score -1.229937e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -12299850.000000 Penalty: 5532.968262
	Iteration 13Q: 3 clusters Score -1.229985e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -12300154.000000 Penalty: 5532.968262
	Iteration 14Q: 3 clusters Score -1.230015e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -12300319.000000 Penalty: 5532.968262
	Iteration 15Q: 3 clusters Score -1.230032e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -12300441.000000 Penalty: 5532.968262
	Iteration 16Q: 3 clusters Score -1.230044e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -12300483.000000 Penalty: 5532.968262
	Iteration 17Q: 3 clusters Score -1.230048e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -12300536.000000 Penalty: 5532.968262
	Iteration 18Q: 3 clusters Score -1.230054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -12300606.000000 Penalty: 5532.968262
	Iteration 19Q: 3 clusters Score -1.230061e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -12300664.000000 Penalty: 5532.968262
	Iteration 20F: 3 clusters Score -1.230066e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -12300690.000000 Penalty: 5532.968262
	Iteration 21Q: 3 clusters Score -1.230069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -12300697.000000 Penalty: 5532.968262
	Iteration 22Q: 3 clusters Score -1.23007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -12300719.000000 Penalty: 5532.968262
	Iteration 23Q: 3 clusters Score -1.230072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -12300732.000000 Penalty: 5532.968262
	Iteration 24Q: 3 clusters Score -1.230073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -12300737.000000 Penalty: 5532.968262
	Iteration 25Q: 3 clusters Score -1.230074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -12300762.000000 Penalty: 5532.968262
	Iteration 26Q: 3 clusters Score -1.230076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -12300757.000000 Penalty: 5532.968262
	Iteration 27Q: 3 clusters Score -1.230076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -12300757.000000 Penalty: 5532.968262
	Iteration 28Q: 3 clusters Score -1.230076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -12300761.000000 Penalty: 5532.968262
	Iteration 29Q: 3 clusters Score -1.230076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -12300758.000000 Penalty: 5532.968262
	Iteration 30Q: 3 clusters Score -1.230076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -12300768.000000 Penalty: 5532.968262
	Iteration 31Q: 3 clusters Score -1.230077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -12300762.000000 Penalty: 5532.968262
	Iteration 32Q: 3 clusters Score -1.230076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -12300759.000000 Penalty: 5532.968262
	Iteration 33Q: 3 clusters Score -1.230076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -12300765.000000 Penalty: 5532.968262
	Iteration 34Q: 3 clusters Score -1.230076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -12300766.000000 Penalty: 5532.968262
	Iteration 35Q: 3 clusters Score -1.230077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -12300761.000000 Penalty: 5532.968262
	Iteration 36Q: 3 clusters Score -1.230076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -12300759.000000 Penalty: 5532.968262
	Iteration 37Q: 3 clusters Score -1.230076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -12300766.000000 Penalty: 5532.968262
	Iteration 38Q: 3 clusters Score -1.230077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -12300767.000000 Penalty: 5532.968262
	Iteration 39Q: 3 clusters Score -1.230077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -12300764.000000 Penalty: 5532.968262
	Iteration 40F: 3 clusters Score -1.230076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -12300758.000000 Penalty: 5532.968262
	Iteration 41Q: 3 clusters Score -1.230076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -12300757.000000 Penalty: 5532.968262
	Iteration 42Q: 3 clusters Score -1.230076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -12300756.000000 Penalty: 5532.968262
	Iteration 43Q: 3 clusters Score -1.230076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -12300756.000000 Penalty: 5532.968262
	Iteration 44F: 3 clusters Score -1.230076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (33067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Entering Unmasked Estep 
Score: -5959788.000000 Penalty: 2580.760254
	Iteration 0F: 2 clusters Score -5959788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5937245.000000 Penalty: 5161.520508
	Iteration 0F: 3 clusters Score -5937245 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -5945437.000000 Penalty: 5161.520508
	Iteration 1F: 3 clusters Score -5945437 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5945863.500000 Penalty: 5161.520508
	Iteration 2Q: 3 clusters Score -5945864 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5946301.000000 Penalty: 5161.520508
	Iteration 3Q: 3 clusters Score -5946301 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5946743.500000 Penalty: 5161.520508
	Iteration 4Q: 3 clusters Score -5946744 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5947300.500000 Penalty: 5161.520508
	Iteration 5Q: 3 clusters Score -5947300 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -5948104.500000 Penalty: 5161.520508
	Iteration 6Q: 3 clusters Score -5948104 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -5949280.000000 Penalty: 5161.520508
	Iteration 7F: 3 clusters Score -5949280 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -5950807.500000 Penalty: 5161.520508
	Iteration 8F: 3 clusters Score -5950808 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -5952553.500000 Penalty: 5161.520508
	Iteration 9F: 3 clusters Score -5952554 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5954270.500000 Penalty: 5161.520508
	Iteration 10F: 3 clusters Score -5954270 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5955587.000000 Penalty: 5161.520508
	Iteration 11Q: 3 clusters Score -5955587 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5956425.000000 Penalty: 5161.520508
	Iteration 12Q: 3 clusters Score -5956425 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5956904.000000 Penalty: 5161.520508
	Iteration 13Q: 3 clusters Score -5956904 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5957141.500000 Penalty: 5161.520508
	Iteration 14Q: 3 clusters Score -5957142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5957263.000000 Penalty: 5161.520508
	Iteration 15Q: 3 clusters Score -5957263 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5957331.500000 Penalty: 5161.520508
	Iteration 16Q: 3 clusters Score -5957332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5957376.000000 Penalty: 5161.520508
	Iteration 17Q: 3 clusters Score -5957376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5957418.000000 Penalty: 5161.520508
	Iteration 18Q: 3 clusters Score -5957418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5957423.000000 Penalty: 5161.520508
	Iteration 19Q: 3 clusters Score -5957423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5957436.500000 Penalty: 5161.520508
	Iteration 20F: 3 clusters Score -5957436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5957446.000000 Penalty: 5161.520508
	Iteration 21Q: 3 clusters Score -5957446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5957451.500000 Penalty: 5161.520508
	Iteration 22Q: 3 clusters Score -5957452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5957454.500000 Penalty: 5161.520508
	Iteration 23Q: 3 clusters Score -5957454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5957454.500000 Penalty: 5161.520508
	Iteration 24Q: 3 clusters Score -5957454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5957454.500000 Penalty: 5161.520508
	Iteration 25F: 3 clusters Score -5957454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Entering Unmasked Estep 
Score: -7379804.000000 Penalty: 2634.645020
	Iteration 0F: 2 clusters Score -7379804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7352350.000000 Penalty: 5269.290039
	Iteration 0F: 3 clusters Score -7352350 nChanged 18833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7362680.500000 Penalty: 5269.290039
	Iteration 1F: 3 clusters Score -7362680 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -7363364.500000 Penalty: 5269.290039
	Iteration 2Q: 3 clusters Score -7363364 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7364177.500000 Penalty: 5269.290039
	Iteration 3Q: 3 clusters Score -7364178 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -7365115.500000 Penalty: 5269.290039
	Iteration 4Q: 3 clusters Score -7365116 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -7366396.500000 Penalty: 5269.290039
	Iteration 5F: 3 clusters Score -7366396 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -7368006.500000 Penalty: 5269.290039
	Iteration 6F: 3 clusters Score -7368006 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -7369867.000000 Penalty: 5269.290039
	Iteration 7F: 3 clusters Score -7369867 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -7371619.000000 Penalty: 5269.290039
	Iteration 8F: 3 clusters Score -7371619 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -7372991.000000 Penalty: 5269.290039
	Iteration 9F: 3 clusters Score -7372991 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -7373772.000000 Penalty: 5269.290039
	Iteration 10Q: 3 clusters Score -7373772 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -7374138.000000 Penalty: 5269.290039
	Iteration 11Q: 3 clusters Score -7374138 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -7374399.000000 Penalty: 5269.290039
	Iteration 12Q: 3 clusters Score -7374399 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -7374614.500000 Penalty: 5269.290039
	Iteration 13Q: 3 clusters Score -7374614 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -7374895.000000 Penalty: 5269.290039
	Iteration 14Q: 3 clusters Score -7374895 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -7375209.500000 Penalty: 5269.290039
	Iteration 15Q: 3 clusters Score -7375210 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -7375497.500000 Penalty: 5269.290039
	Iteration 16Q: 3 clusters Score -7375498 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -7375739.000000 Penalty: 5269.290039
	Iteration 17Q: 3 clusters Score -7375739 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -7375899.500000 Penalty: 5269.290039
	Iteration 18Q: 3 clusters Score -7375900 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7376064.000000 Penalty: 5269.290039
	Iteration 19Q: 3 clusters Score -7376064 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -7376165.500000 Penalty: 5269.290039
	Iteration 20F: 3 clusters Score -7376166 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -7376273.500000 Penalty: 5269.290039
	Iteration 21Q: 3 clusters Score -7376274 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -7376353.000000 Penalty: 5269.290039
	Iteration 22Q: 3 clusters Score -7376353 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -7376405.000000 Penalty: 5269.290039
	Iteration 23Q: 3 clusters Score -7376405 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -7376461.000000 Penalty: 5269.290039
	Iteration 24Q: 3 clusters Score -7376461 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -7376518.500000 Penalty: 5269.290039
	Iteration 25Q: 3 clusters Score -7376518 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -7376563.000000 Penalty: 5269.290039
	Iteration 26Q: 3 clusters Score -7376563 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -7376608.000000 Penalty: 5269.290039
	Iteration 27Q: 3 clusters Score -7376608 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -7376660.000000 Penalty: 5269.290039
	Iteration 28Q: 3 clusters Score -7376660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -7376747.000000 Penalty: 5269.290039
	Iteration 29Q: 3 clusters Score -7376747 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -7376789.500000 Penalty: 5269.290039
	Iteration 30Q: 3 clusters Score -7376790 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -7376837.000000 Penalty: 5269.290039
	Iteration 31Q: 3 clusters Score -7376837 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -7376867.500000 Penalty: 5269.290039
	Iteration 32Q: 3 clusters Score -7376868 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -7376895.500000 Penalty: 5269.290039
	Iteration 33Q: 3 clusters Score -7376896 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -7376964.000000 Penalty: 5269.290039
	Iteration 34Q: 3 clusters Score -7376964 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -7377024.000000 Penalty: 5269.290039
	Iteration 35Q: 3 clusters Score -7377024 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -7377049.500000 Penalty: 5269.290039
	Iteration 36Q: 3 clusters Score -7377050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -7377116.000000 Penalty: 5269.290039
	Iteration 37Q: 3 clusters Score -7377116 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -7377173.500000 Penalty: 5269.290039
	Iteration 38Q: 3 clusters Score -7377174 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -7377181.500000 Penalty: 5269.290039
	Iteration 39Q: 3 clusters Score -7377182 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -7377212.500000 Penalty: 5269.290039
	Iteration 40F: 3 clusters Score -7377212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7377228.000000 Penalty: 5269.290039
	Iteration 41Q: 3 clusters Score -7377228 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -7377251.000000 Penalty: 5269.290039
	Iteration 42Q: 3 clusters Score -7377251 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7377284.000000 Penalty: 5269.290039
	Iteration 43Q: 3 clusters Score -7377284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -7377353.500000 Penalty: 5269.290039
	Iteration 44Q: 3 clusters Score -7377354 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -7377414.500000 Penalty: 5269.290039
	Iteration 45Q: 3 clusters Score -7377414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7377453.500000 Penalty: 5269.290039
	Iteration 46Q: 3 clusters Score -7377454 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -7377497.000000 Penalty: 5269.290039
	Iteration 47Q: 3 clusters Score -7377497 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -7377533.500000 Penalty: 5269.290039
	Iteration 48Q: 3 clusters Score -7377534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -7377593.500000 Penalty: 5269.290039
	Iteration 49Q: 3 clusters Score -7377594 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7377607.500000 Penalty: 5269.290039
	Iteration 50Q: 3 clusters Score -7377608 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -7377618.500000 Penalty: 5269.290039
	Iteration 51Q: 3 clusters Score -7377618 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7377666.000000 Penalty: 5269.290039
	Iteration 52Q: 3 clusters Score -7377666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -7377696.500000 Penalty: 5269.290039
	Iteration 53Q: 3 clusters Score -7377696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7377717.500000 Penalty: 5269.290039
	Iteration 54Q: 3 clusters Score -7377718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7377742.500000 Penalty: 5269.290039
	Iteration 55Q: 3 clusters Score -7377742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7377754.500000 Penalty: 5269.290039
	Iteration 56Q: 3 clusters Score -7377754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7377758.500000 Penalty: 5269.290039
	Iteration 57Q: 3 clusters Score -7377758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7377771.500000 Penalty: 5269.290039
	Iteration 58Q: 3 clusters Score -7377772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7377781.000000 Penalty: 5269.290039
	Iteration 59Q: 3 clusters Score -7377781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7377795.500000 Penalty: 5269.290039
	Iteration 60F: 3 clusters Score -7377796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7377795.000000 Penalty: 5269.290039
	Iteration 61Q: 3 clusters Score -7377795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7377799.000000 Penalty: 5269.290039
	Iteration 62Q: 3 clusters Score -7377799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7377804.500000 Penalty: 5269.290039
	Iteration 63Q: 3 clusters Score -7377804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7377808.000000 Penalty: 5269.290039
	Iteration 64Q: 3 clusters Score -7377808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7377817.000000 Penalty: 5269.290039
	Iteration 65Q: 3 clusters Score -7377817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -7377821.500000 Penalty: 5269.290039
	Iteration 66Q: 3 clusters Score -7377822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7377826.500000 Penalty: 5269.290039
	Iteration 67Q: 3 clusters Score -7377826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7377837.500000 Penalty: 5269.290039
	Iteration 68Q: 3 clusters Score -7377838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7377843.000000 Penalty: 5269.290039
	Iteration 69Q: 3 clusters Score -7377843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7377836.500000 Penalty: 5269.290039
	Iteration 70Q: 3 clusters Score -7377836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7377859.500000 Penalty: 5269.290039
	Iteration 71Q: 3 clusters Score -7377860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7377893.000000 Penalty: 5269.290039
	Iteration 72Q: 3 clusters Score -7377893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7377885.000000 Penalty: 5269.290039
	Iteration 73Q: 3 clusters Score -7377885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7377880.500000 Penalty: 5269.290039
	Iteration 74Q: 3 clusters Score -7377880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7377898.500000 Penalty: 5269.290039
	Iteration 75Q: 3 clusters Score -7377898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7377900.500000 Penalty: 5269.290039
	Iteration 76Q: 3 clusters Score -7377900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7377910.000000 Penalty: 5269.290039
	Iteration 77Q: 3 clusters Score -7377910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7377905.500000 Penalty: 5269.290039
	Iteration 78Q: 3 clusters Score -7377906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7377909.000000 Penalty: 5269.290039
	Iteration 79Q: 3 clusters Score -7377909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7377911.000000 Penalty: 5269.290039
	Iteration 80F: 3 clusters Score -7377911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7377918.000000 Penalty: 5269.290039
	Iteration 81Q: 3 clusters Score -7377918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7377921.000000 Penalty: 5269.290039
	Iteration 82Q: 3 clusters Score -7377921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7377923.000000 Penalty: 5269.290039
	Iteration 83Q: 3 clusters Score -7377923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7377911.000000 Penalty: 5269.290039
	Iteration 84Q: 3 clusters Score -7377911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7377912.500000 Penalty: 5269.290039
	Iteration 85Q: 3 clusters Score -7377912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7377927.500000 Penalty: 5269.290039
	Iteration 86Q: 3 clusters Score -7377928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7377928.500000 Penalty: 5269.290039
	Iteration 87Q: 3 clusters Score -7377928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7377934.500000 Penalty: 5269.290039
	Iteration 88Q: 3 clusters Score -7377934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7377938.500000 Penalty: 5269.290039
	Iteration 89Q: 3 clusters Score -7377938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7377937.500000 Penalty: 5269.290039
	Iteration 90Q: 3 clusters Score -7377938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7377939.000000 Penalty: 5269.290039
	Iteration 91Q: 3 clusters Score -7377939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7377937.000000 Penalty: 5269.290039
	Iteration 92Q: 3 clusters Score -7377937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7377938.500000 Penalty: 5269.290039
	Iteration 93Q: 3 clusters Score -7377938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7377942.000000 Penalty: 5269.290039
	Iteration 94Q: 3 clusters Score -7377942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7377939.500000 Penalty: 5269.290039
	Iteration 95Q: 3 clusters Score -7377940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7377932.500000 Penalty: 5269.290039
	Iteration 96Q: 3 clusters Score -7377932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7377934.000000 Penalty: 5269.290039
	Iteration 97Q: 3 clusters Score -7377934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7377933.500000 Penalty: 5269.290039
	Iteration 98Q: 3 clusters Score -7377934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7377929.500000 Penalty: 5269.290039
	Iteration 99Q: 3 clusters Score -7377930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7377938.000000 Penalty: 5269.290039
	Iteration 100F: 3 clusters Score -7377938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7377936.500000 Penalty: 5269.290039
	Iteration 101Q: 3 clusters Score -7377936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7377945.000000 Penalty: 5269.290039
	Iteration 102Q: 3 clusters Score -7377945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7377955.000000 Penalty: 5269.290039
	Iteration 103Q: 3 clusters Score -7377955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7377950.000000 Penalty: 5269.290039
	Iteration 104Q: 3 clusters Score -7377950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7377952.500000 Penalty: 5269.290039
	Iteration 105Q: 3 clusters Score -7377952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7377949.000000 Penalty: 5269.290039
	Iteration 106Q: 3 clusters Score -7377949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7377953.000000 Penalty: 5269.290039
	Iteration 107Q: 3 clusters Score -7377953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7377948.000000 Penalty: 5269.290039
	Iteration 108Q: 3 clusters Score -7377948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7377955.000000 Penalty: 5269.290039
	Iteration 109Q: 3 clusters Score -7377955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7377952.500000 Penalty: 5269.290039
	Iteration 110Q: 3 clusters Score -7377952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7377950.500000 Penalty: 5269.290039
	Iteration 111Q: 3 clusters Score -7377950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -7377951.500000 Penalty: 5269.290039
	Iteration 112Q: 3 clusters Score -7377952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7377951.000000 Penalty: 5269.290039
	Iteration 113Q: 3 clusters Score -7377951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7377954.000000 Penalty: 5269.290039
	Iteration 114Q: 3 clusters Score -7377954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7377956.500000 Penalty: 5269.290039
	Iteration 115Q: 3 clusters Score -7377956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7377958.000000 Penalty: 5269.290039
	Iteration 116Q: 3 clusters Score -7377958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7377955.500000 Penalty: 5269.290039
	Iteration 117Q: 3 clusters Score -7377956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7377971.000000 Penalty: 5269.290039
	Iteration 118Q: 3 clusters Score -7377971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7377970.000000 Penalty: 5269.290039
	Iteration 119Q: 3 clusters Score -7377970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7377962.000000 Penalty: 5269.290039
	Iteration 120F: 3 clusters Score -7377962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7377965.000000 Penalty: 5269.290039
	Iteration 121Q: 3 clusters Score -7377965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7377964.500000 Penalty: 5269.290039
	Iteration 122Q: 3 clusters Score -7377964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7377961.000000 Penalty: 5269.290039
	Iteration 123Q: 3 clusters Score -7377961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7377962.500000 Penalty: 5269.290039
	Iteration 124Q: 3 clusters Score -7377962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7377962.500000 Penalty: 5269.290039
	Iteration 125Q: 3 clusters Score -7377962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7377966.500000 Penalty: 5269.290039
	Iteration 126Q: 3 clusters Score -7377966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7377971.000000 Penalty: 5269.290039
	Iteration 127Q: 3 clusters Score -7377971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7377976.500000 Penalty: 5269.290039
	Iteration 128Q: 3 clusters Score -7377976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7377975.500000 Penalty: 5269.290039
	Iteration 129Q: 3 clusters Score -7377976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7377965.500000 Penalty: 5269.290039
	Iteration 130Q: 3 clusters Score -7377966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7377975.000000 Penalty: 5269.290039
	Iteration 131Q: 3 clusters Score -7377975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7377977.500000 Penalty: 5269.290039
	Iteration 132Q: 3 clusters Score -7377978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7377982.500000 Penalty: 5269.290039
	Iteration 133Q: 3 clusters Score -7377982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7377982.000000 Penalty: 5269.290039
	Iteration 134Q: 3 clusters Score -7377982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7377983.500000 Penalty: 5269.290039
	Iteration 135Q: 3 clusters Score -7377984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7377981.000000 Penalty: 5269.290039
	Iteration 136Q: 3 clusters Score -7377981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7377984.500000 Penalty: 5269.290039
	Iteration 137Q: 3 clusters Score -7377984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7377994.500000 Penalty: 5269.290039
	Iteration 138Q: 3 clusters Score -7377994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7377982.500000 Penalty: 5269.290039
	Iteration 139Q: 3 clusters Score -7377982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7377981.000000 Penalty: 5269.290039
	Iteration 140F: 3 clusters Score -7377981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7377978.000000 Penalty: 5269.290039
	Iteration 141Q: 3 clusters Score -7377978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7377986.500000 Penalty: 5269.290039
	Iteration 142Q: 3 clusters Score -7377986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7377992.500000 Penalty: 5269.290039
	Iteration 143Q: 3 clusters Score -7377992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7377994.500000 Penalty: 5269.290039
	Iteration 144Q: 3 clusters Score -7377994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7377990.000000 Penalty: 5269.290039
	Iteration 145Q: 3 clusters Score -7377990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7377996.000000 Penalty: 5269.290039
	Iteration 146Q: 3 clusters Score -7377996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7377993.500000 Penalty: 5269.290039
	Iteration 147Q: 3 clusters Score -7377994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7377994.500000 Penalty: 5269.290039
	Iteration 148Q: 3 clusters Score -7377994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7377998.000000 Penalty: 5269.290039
	Iteration 149Q: 3 clusters Score -7377998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7377992.500000 Penalty: 5269.290039
	Iteration 150Q: 3 clusters Score -7377992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7377994.500000 Penalty: 5269.290039
	Iteration 151Q: 3 clusters Score -7377994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7377997.500000 Penalty: 5269.290039
	Iteration 152Q: 3 clusters Score -7377998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7377989.500000 Penalty: 5269.290039
	Iteration 153Q: 3 clusters Score -7377990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7377989.000000 Penalty: 5269.290039
	Iteration 154Q: 3 clusters Score -7377989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7377985.000000 Penalty: 5269.290039
	Iteration 155Q: 3 clusters Score -7377985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7377989.000000 Penalty: 5269.290039
	Iteration 156Q: 3 clusters Score -7377989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7377989.000000 Penalty: 5269.290039
	Iteration 157F: 3 clusters Score -7377989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Entering Unmasked Estep 
Score: -2750469.500000 Penalty: 2387.416504
	Iteration 0F: 2 clusters Score -2750470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2739479.250000 Penalty: 4774.833008
	Iteration 0F: 3 clusters Score -2739479 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2742994.000000 Penalty: 4774.833008
	Iteration 1F: 3 clusters Score -2742994 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2743359.000000 Penalty: 4774.833008
	Iteration 2F: 3 clusters Score -2743359 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2743632.000000 Penalty: 4774.833008
	Iteration 3Q: 3 clusters Score -2743632 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2743848.000000 Penalty: 4774.833008
	Iteration 4Q: 3 clusters Score -2743848 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2744041.500000 Penalty: 4774.833008
	Iteration 5Q: 3 clusters Score -2744042 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2744269.250000 Penalty: 4774.833008
	Iteration 6Q: 3 clusters Score -2744269 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2744537.750000 Penalty: 4774.833008
	Iteration 7Q: 3 clusters Score -2744538 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2744877.000000 Penalty: 4774.833008
	Iteration 8Q: 3 clusters Score -2744877 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2745347.000000 Penalty: 4774.833008
	Iteration 9Q: 3 clusters Score -2745347 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2745966.000000 Penalty: 4774.833008
	Iteration 10F: 3 clusters Score -2745966 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2746655.500000 Penalty: 4774.833008
	Iteration 11F: 3 clusters Score -2746656 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2747215.500000 Penalty: 4774.833008
	Iteration 12Q: 3 clusters Score -2747216 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2747670.500000 Penalty: 4774.833008
	Iteration 13Q: 3 clusters Score -2747670 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2747962.250000 Penalty: 4774.833008
	Iteration 14Q: 3 clusters Score -2747962 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2748130.250000 Penalty: 4774.833008
	Iteration 15Q: 3 clusters Score -2748130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2748230.250000 Penalty: 4774.833008
	Iteration 16Q: 3 clusters Score -2748230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2748298.000000 Penalty: 4774.833008
	Iteration 17Q: 3 clusters Score -2748298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2748347.000000 Penalty: 4774.833008
	Iteration 18Q: 3 clusters Score -2748347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2748384.250000 Penalty: 4774.833008
	Iteration 19Q: 3 clusters Score -2748384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2748405.750000 Penalty: 4774.833008
	Iteration 20F: 3 clusters Score -2748406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2748412.000000 Penalty: 4774.833008
	Iteration 21Q: 3 clusters Score -2748412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2748415.250000 Penalty: 4774.833008
	Iteration 22Q: 3 clusters Score -2748415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2748416.000000 Penalty: 4774.833008
	Iteration 23Q: 3 clusters Score -2748416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2748416.000000 Penalty: 4774.833008
	Iteration 24F: 3 clusters Score -2748416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Entering Unmasked Estep 
Score: -6891450.500000 Penalty: 2620.647949
	Iteration 0F: 2 clusters Score -6891450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6865086.000000 Penalty: 5241.295898
	Iteration 0F: 3 clusters Score -6865086 nChanged 17786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -6874977.000000 Penalty: 5241.295898
	Iteration 1F: 3 clusters Score -6874977 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6875443.500000 Penalty: 5241.295898
	Iteration 2Q: 3 clusters Score -6875444 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -6875983.000000 Penalty: 5241.295898
	Iteration 3Q: 3 clusters Score -6875983 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -6876600.500000 Penalty: 5241.295898
	Iteration 4Q: 3 clusters Score -6876600 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -6877475.000000 Penalty: 5241.295898
	Iteration 5Q: 3 clusters Score -6877475 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -6878990.500000 Penalty: 5241.295898
	Iteration 6F: 3 clusters Score -6878990 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -6881063.000000 Penalty: 5241.295898
	Iteration 7F: 3 clusters Score -6881063 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -6883532.500000 Penalty: 5241.295898
	Iteration 8F: 3 clusters Score -6883532 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -6885937.500000 Penalty: 5241.295898
	Iteration 9F: 3 clusters Score -6885938 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6887565.500000 Penalty: 5241.295898
	Iteration 10Q: 3 clusters Score -6887566 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6888404.000000 Penalty: 5241.295898
	Iteration 11Q: 3 clusters Score -6888404 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6888872.000000 Penalty: 5241.295898
	Iteration 12Q: 3 clusters Score -6888872 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6889114.000000 Penalty: 5241.295898
	Iteration 13Q: 3 clusters Score -6889114 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6889254.500000 Penalty: 5241.295898
	Iteration 14Q: 3 clusters Score -6889254 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6889323.000000 Penalty: 5241.295898
	Iteration 15Q: 3 clusters Score -6889323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6889410.500000 Penalty: 5241.295898
	Iteration 16Q: 3 clusters Score -6889410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6889457.500000 Penalty: 5241.295898
	Iteration 17Q: 3 clusters Score -6889458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6889480.500000 Penalty: 5241.295898
	Iteration 18Q: 3 clusters Score -6889480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6889491.500000 Penalty: 5241.295898
	Iteration 19Q: 3 clusters Score -6889492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6889494.500000 Penalty: 5241.295898
	Iteration 20F: 3 clusters Score -6889494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6889509.500000 Penalty: 5241.295898
	Iteration 21Q: 3 clusters Score -6889510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6889513.500000 Penalty: 5241.295898
	Iteration 22Q: 3 clusters Score -6889514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6889515.000000 Penalty: 5241.295898
	Iteration 23Q: 3 clusters Score -6889515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6889510.500000 Penalty: 5241.295898
	Iteration 24Q: 3 clusters Score -6889510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6889512.500000 Penalty: 5241.295898
	Iteration 25Q: 3 clusters Score -6889512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6889509.500000 Penalty: 5241.295898
	Iteration 26Q: 3 clusters Score -6889510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6889510.000000 Penalty: 5241.295898
	Iteration 27Q: 3 clusters Score -6889510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6889519.500000 Penalty: 5241.295898
	Iteration 28Q: 3 clusters Score -6889520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6889519.500000 Penalty: 5241.295898
	Iteration 29F: 3 clusters Score -6889520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20612.041016 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20612.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20751.199219 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20822.781250 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20822.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20840.638672 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20840.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20848.187500 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20848.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20849.986328 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20849.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20854.806641 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -20854.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20854.806641 Penalty: 2808.828369
	Iteration 7F: 3 clusters Score -20854.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Entering Unmasked Estep 
Score: -7852632.000000 Penalty: 2652.002441
	Iteration 0F: 2 clusters Score -7852632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -7823737.500000 Penalty: 5304.004883
	Iteration 0F: 3 clusters Score -7823738 nChanged 20253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -7834592.000000 Penalty: 5304.004883
	Iteration 1F: 3 clusters Score -7834592 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -7835123.500000 Penalty: 5304.004883
	Iteration 2Q: 3 clusters Score -7835124 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -7835602.500000 Penalty: 5304.004883
	Iteration 3Q: 3 clusters Score -7835602 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -7836081.500000 Penalty: 5304.004883
	Iteration 4Q: 3 clusters Score -7836082 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -7836678.500000 Penalty: 5304.004883
	Iteration 5Q: 3 clusters Score -7836678 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -7837481.000000 Penalty: 5304.004883
	Iteration 6Q: 3 clusters Score -7837481 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -7838649.500000 Penalty: 5304.004883
	Iteration 7F: 3 clusters Score -7838650 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -7840422.000000 Penalty: 5304.004883
	Iteration 8F: 3 clusters Score -7840422 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -7842801.000000 Penalty: 5304.004883
	Iteration 9F: 3 clusters Score -7842801 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -7845583.500000 Penalty: 5304.004883
	Iteration 10F: 3 clusters Score -7845584 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7847930.500000 Penalty: 5304.004883
	Iteration 11F: 3 clusters Score -7847930 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7849237.000000 Penalty: 5304.004883
	Iteration 12Q: 3 clusters Score -7849237 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7849795.000000 Penalty: 5304.004883
	Iteration 13Q: 3 clusters Score -7849795 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7850050.500000 Penalty: 5304.004883
	Iteration 14Q: 3 clusters Score -7850050 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7850125.000000 Penalty: 5304.004883
	Iteration 15Q: 3 clusters Score -7850125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7850205.000000 Penalty: 5304.004883
	Iteration 16Q: 3 clusters Score -7850205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7850256.500000 Penalty: 5304.004883
	Iteration 17Q: 3 clusters Score -7850256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7850296.000000 Penalty: 5304.004883
	Iteration 18Q: 3 clusters Score -7850296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7850311.000000 Penalty: 5304.004883
	Iteration 19Q: 3 clusters Score -7850311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7850325.500000 Penalty: 5304.004883
	Iteration 20F: 3 clusters Score -7850326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7850337.500000 Penalty: 5304.004883
	Iteration 21Q: 3 clusters Score -7850338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7850350.000000 Penalty: 5304.004883
	Iteration 22Q: 3 clusters Score -7850350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7850363.000000 Penalty: 5304.004883
	Iteration 23Q: 3 clusters Score -7850363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7850380.500000 Penalty: 5304.004883
	Iteration 24Q: 3 clusters Score -7850380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7850380.500000 Penalty: 5304.004883
	Iteration 25Q: 3 clusters Score -7850380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7850375.500000 Penalty: 5304.004883
	Iteration 26Q: 3 clusters Score -7850376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7850379.500000 Penalty: 5304.004883
	Iteration 27Q: 3 clusters Score -7850380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7850382.500000 Penalty: 5304.004883
	Iteration 28Q: 3 clusters Score -7850382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7850382.500000 Penalty: 5304.004883
	Iteration 29F: 3 clusters Score -7850382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -84484.273438 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -84484.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82944.710938 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -82944.71 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83321.210938 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -83321.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83467.625000 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -83467.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83625.710938 Penalty: 3187.538330
	Iteration 3F: 3 clusters Score -83625.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83810.328125 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -83810.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84126.078125 Penalty: 3187.538330
	Iteration 5F: 3 clusters Score -84126.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84346.046875 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -84346.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84434.851562 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -84434.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84507.085938 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -84507.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84526.007812 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -84526.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84548.648438 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -84548.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84577.054688 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -84577.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84597.687500 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -84597.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84608.609375 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -84608.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84634.289062 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -84634.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84655.023438 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -84655.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84665.523438 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -84665.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84670.203125 Penalty: 3187.538330
	Iteration 17Q: 3 clusters Score -84670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84675.523438 Penalty: 3187.538330
	Iteration 18Q: 3 clusters Score -84675.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84679.906250 Penalty: 3187.538330
	Iteration 19Q: 3 clusters Score -84679.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84679.906250 Penalty: 3187.538330
	Iteration 20F: 3 clusters Score -84679.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 46560 members 
Mstep: Class 3 contains 33908 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 42818 members 
Mstep: Class 7 contains 48392 members 
Mstep: Class 8 contains 13962 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 39187 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 50428 members 
Mstep: Class 15 contains 39627 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 5714 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 44127 members 
Mstep: Class 20 contains 16042 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 35340 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49456 members 
Mstep: Class 27 contains 44585 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41647 members 
Mstep: Class 32 contains 48360 members 
Mstep: Class 33 contains 69925 members 
Mstep: Class 34 contains 33067 members 
Mstep: Class 35 contains 41092 members 
Mstep: Class 36 contains 15164 members 
Mstep: Class 37 contains 38837 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44071 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 55878 members 
Mstep: Class 42 contains 47251 members 
Mstep: Class 43 contains 263 members 
Entering Unmasked Estep 
Score: -196414672.000000 Penalty: 148555.890625
Splitting cluster 40 changes total score from -196416320.000000 to -196414672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (55878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Entering Unmasked Estep 
Score: -10049372.000000 Penalty: 2710.869629
	Iteration 0F: 2 clusters Score -1.004937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -10018654.000000 Penalty: 5421.739258
	Iteration 0F: 3 clusters Score -1.001865e+07 nChanged 25995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -10032840.000000 Penalty: 5421.739258
	Iteration 1F: 3 clusters Score -1.003284e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -10033327.000000 Penalty: 5421.739258
	Iteration 2Q: 3 clusters Score -1.003333e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -10033813.000000 Penalty: 5421.739258
	Iteration 3Q: 3 clusters Score -1.003381e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -10034173.000000 Penalty: 5421.739258
	Iteration 4Q: 3 clusters Score -1.003417e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -10034544.000000 Penalty: 5421.739258
	Iteration 5Q: 3 clusters Score -1.003454e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -10035156.000000 Penalty: 5421.739258
	Iteration 6Q: 3 clusters Score -1.003516e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -10035933.000000 Penalty: 5421.739258
	Iteration 7Q: 3 clusters Score -1.003593e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -10037019.000000 Penalty: 5421.739258
	Iteration 8Q: 3 clusters Score -1.003702e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -10038620.000000 Penalty: 5421.739258
	Iteration 9F: 3 clusters Score -1.003862e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -10040820.000000 Penalty: 5421.739258
	Iteration 10F: 3 clusters Score -1.004082e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -10042838.000000 Penalty: 5421.739258
	Iteration 11F: 3 clusters Score -1.004284e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -10044242.000000 Penalty: 5421.739258
	Iteration 12F: 3 clusters Score -1.004424e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -10045157.000000 Penalty: 5421.739258
	Iteration 13Q: 3 clusters Score -1.004516e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -10045757.000000 Penalty: 5421.739258
	Iteration 14Q: 3 clusters Score -1.004576e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -10046114.000000 Penalty: 5421.739258
	Iteration 15Q: 3 clusters Score -1.004611e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -10046382.000000 Penalty: 5421.739258
	Iteration 16Q: 3 clusters Score -1.004638e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -10046584.000000 Penalty: 5421.739258
	Iteration 17Q: 3 clusters Score -1.004658e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -10046724.000000 Penalty: 5421.739258
	Iteration 18Q: 3 clusters Score -1.004672e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10046803.000000 Penalty: 5421.739258
	Iteration 19Q: 3 clusters Score -1.00468e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10046885.000000 Penalty: 5421.739258
	Iteration 20F: 3 clusters Score -1.004688e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10046934.000000 Penalty: 5421.739258
	Iteration 21Q: 3 clusters Score -1.004693e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10046960.000000 Penalty: 5421.739258
	Iteration 22Q: 3 clusters Score -1.004696e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10047006.000000 Penalty: 5421.739258
	Iteration 23Q: 3 clusters Score -1.004701e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10047042.000000 Penalty: 5421.739258
	Iteration 24Q: 3 clusters Score -1.004704e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10047074.000000 Penalty: 5421.739258
	Iteration 25Q: 3 clusters Score -1.004707e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10047104.000000 Penalty: 5421.739258
	Iteration 26Q: 3 clusters Score -1.00471e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10047141.000000 Penalty: 5421.739258
	Iteration 27Q: 3 clusters Score -1.004714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10047149.000000 Penalty: 5421.739258
	Iteration 28Q: 3 clusters Score -1.004715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10047173.000000 Penalty: 5421.739258
	Iteration 29Q: 3 clusters Score -1.004717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -10047164.000000 Penalty: 5421.739258
	Iteration 30Q: 3 clusters Score -1.004716e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10047200.000000 Penalty: 5421.739258
	Iteration 31Q: 3 clusters Score -1.00472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10047220.000000 Penalty: 5421.739258
	Iteration 32Q: 3 clusters Score -1.004722e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10047224.000000 Penalty: 5421.739258
	Iteration 33Q: 3 clusters Score -1.004722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10047233.000000 Penalty: 5421.739258
	Iteration 34Q: 3 clusters Score -1.004723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10047262.000000 Penalty: 5421.739258
	Iteration 35Q: 3 clusters Score -1.004726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10047253.000000 Penalty: 5421.739258
	Iteration 36Q: 3 clusters Score -1.004725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10047263.000000 Penalty: 5421.739258
	Iteration 37Q: 3 clusters Score -1.004726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10047267.000000 Penalty: 5421.739258
	Iteration 38Q: 3 clusters Score -1.004727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10047273.000000 Penalty: 5421.739258
	Iteration 39Q: 3 clusters Score -1.004727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10047279.000000 Penalty: 5421.739258
	Iteration 40F: 3 clusters Score -1.004728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -10047263.000000 Penalty: 5421.739258
	Iteration 41Q: 3 clusters Score -1.004726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10047271.000000 Penalty: 5421.739258
	Iteration 42Q: 3 clusters Score -1.004727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10047273.000000 Penalty: 5421.739258
	Iteration 43Q: 3 clusters Score -1.004727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10047280.000000 Penalty: 5421.739258
	Iteration 44Q: 3 clusters Score -1.004728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10047279.000000 Penalty: 5421.739258
	Iteration 45Q: 3 clusters Score -1.004728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10047276.000000 Penalty: 5421.739258
	Iteration 46Q: 3 clusters Score -1.004728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10047273.000000 Penalty: 5421.739258
	Iteration 47Q: 3 clusters Score -1.004727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10047274.000000 Penalty: 5421.739258
	Iteration 48Q: 3 clusters Score -1.004727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10047274.000000 Penalty: 5421.739258
	Iteration 49F: 3 clusters Score -1.004727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (47251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Entering Unmasked Estep 
Score: -8510629.000000 Penalty: 2669.280762
	Iteration 0F: 2 clusters Score -8510629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8480707.000000 Penalty: 5338.561523
	Iteration 0F: 3 clusters Score -8480707 nChanged 21827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8492862.000000 Penalty: 5338.561523
	Iteration 1F: 3 clusters Score -8492862 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -8493279.000000 Penalty: 5338.561523
	Iteration 2Q: 3 clusters Score -8493279 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -8493591.000000 Penalty: 5338.561523
	Iteration 3Q: 3 clusters Score -8493591 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -8493843.000000 Penalty: 5338.561523
	Iteration 4Q: 3 clusters Score -8493843 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -8494132.000000 Penalty: 5338.561523
	Iteration 5Q: 3 clusters Score -8494132 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -8494394.000000 Penalty: 5338.561523
	Iteration 6Q: 3 clusters Score -8494394 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -8494756.000000 Penalty: 5338.561523
	Iteration 7Q: 3 clusters Score -8494756 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -8495229.000000 Penalty: 5338.561523
	Iteration 8Q: 3 clusters Score -8495229 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -8495863.000000 Penalty: 5338.561523
	Iteration 9Q: 3 clusters Score -8495863 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -8496806.000000 Penalty: 5338.561523
	Iteration 10Q: 3 clusters Score -8496806 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -8498176.000000 Penalty: 5338.561523
	Iteration 11F: 3 clusters Score -8498176 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -8500174.000000 Penalty: 5338.561523
	Iteration 12F: 3 clusters Score -8500174 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -8502470.000000 Penalty: 5338.561523
	Iteration 13F: 3 clusters Score -8502470 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -8504877.000000 Penalty: 5338.561523
	Iteration 14F: 3 clusters Score -8504877 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8506613.000000 Penalty: 5338.561523
	Iteration 15F: 3 clusters Score -8506613 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8507432.000000 Penalty: 5338.561523
	Iteration 16Q: 3 clusters Score -8507432 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8507877.000000 Penalty: 5338.561523
	Iteration 17Q: 3 clusters Score -8507877 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -8508086.000000 Penalty: 5338.561523
	Iteration 18Q: 3 clusters Score -8508086 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -8508226.000000 Penalty: 5338.561523
	Iteration 19Q: 3 clusters Score -8508226 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8508301.000000 Penalty: 5338.561523
	Iteration 20F: 3 clusters Score -8508301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -8508332.000000 Penalty: 5338.561523
	Iteration 21Q: 3 clusters Score -8508332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -8508350.000000 Penalty: 5338.561523
	Iteration 22Q: 3 clusters Score -8508350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -8508365.000000 Penalty: 5338.561523
	Iteration 23Q: 3 clusters Score -8508365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8508370.000000 Penalty: 5338.561523
	Iteration 24Q: 3 clusters Score -8508370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -8508372.000000 Penalty: 5338.561523
	Iteration 25Q: 3 clusters Score -8508372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -8508372.000000 Penalty: 5338.561523
	Iteration 26F: 3 clusters Score -8508372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 46560 members 
Mstep: Class 3 contains 33908 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 42818 members 
Mstep: Class 7 contains 48392 members 
Mstep: Class 8 contains 13962 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 39187 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 50428 members 
Mstep: Class 15 contains 39627 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 5714 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 44127 members 
Mstep: Class 20 contains 16042 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 35340 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13606 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49456 members 
Mstep: Class 27 contains 44585 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41647 members 
Mstep: Class 32 contains 48360 members 
Mstep: Class 33 contains 69925 members 
Mstep: Class 34 contains 33067 members 
Mstep: Class 35 contains 41092 members 
Mstep: Class 36 contains 15164 members 
Mstep: Class 37 contains 38837 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44071 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 55878 members 
Mstep: Class 42 contains 47251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416432.000000 Penalty: 145101.093750
Iteration 439Q: 43 clusters Score -1.964164e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 46592 members 
Mstep: Class 3 contains 33874 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42825 members 
Mstep: Class 7 contains 48376 members 
Mstep: Class 8 contains 13973 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 39190 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12314 members 
Mstep: Class 14 contains 50441 members 
Mstep: Class 15 contains 39827 members 
Mstep: Class 16 contains 9700 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 44136 members 
Mstep: Class 19 contains 44126 members 
Mstep: Class 20 contains 16050 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 35286 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49464 members 
Mstep: Class 27 contains 44551 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41665 members 
Mstep: Class 32 contains 48358 members 
Mstep: Class 33 contains 69943 members 
Mstep: Class 34 contains 32752 members 
Mstep: Class 35 contains 41095 members 
Mstep: Class 36 contains 15207 members 
Mstep: Class 37 contains 38846 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44076 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56039 members 
Mstep: Class 42 contains 47240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416192.000000 Penalty: 145101.093750
Iteration 440F: 43 clusters Score -1.964162e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 46650 members 
Mstep: Class 3 contains 33832 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42816 members 
Mstep: Class 7 contains 48368 members 
Mstep: Class 8 contains 13970 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 39172 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12319 members 
Mstep: Class 14 contains 50449 members 
Mstep: Class 15 contains 40035 members 
Mstep: Class 16 contains 9693 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 44114 members 
Mstep: Class 19 contains 44096 members 
Mstep: Class 20 contains 16051 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 35250 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 13609 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49476 members 
Mstep: Class 27 contains 44529 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41691 members 
Mstep: Class 32 contains 48356 members 
Mstep: Class 33 contains 69940 members 
Mstep: Class 34 contains 32442 members 
Mstep: Class 35 contains 41103 members 
Mstep: Class 36 contains 15266 members 
Mstep: Class 37 contains 38852 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44086 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56206 members 
Mstep: Class 42 contains 47228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415920.000000 Penalty: 145101.093750
Iteration 441Q: 43 clusters Score -1.964159e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 46707 members 
Mstep: Class 3 contains 33780 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42820 members 
Mstep: Class 7 contains 48359 members 
Mstep: Class 8 contains 13979 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 39157 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12326 members 
Mstep: Class 14 contains 50450 members 
Mstep: Class 15 contains 40267 members 
Mstep: Class 16 contains 9686 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 44095 members 
Mstep: Class 19 contains 44061 members 
Mstep: Class 20 contains 16055 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 35190 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 13611 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49481 members 
Mstep: Class 27 contains 44502 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41719 members 
Mstep: Class 32 contains 48354 members 
Mstep: Class 33 contains 69954 members 
Mstep: Class 34 contains 32168 members 
Mstep: Class 35 contains 41107 members 
Mstep: Class 36 contains 15340 members 
Mstep: Class 37 contains 38861 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44100 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56342 members 
Mstep: Class 42 contains 47195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415472.000000 Penalty: 145101.093750
Iteration 442Q: 43 clusters Score -1.964155e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 46767 members 
Mstep: Class 3 contains 33747 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42816 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 39155 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12330 members 
Mstep: Class 14 contains 50453 members 
Mstep: Class 15 contains 40524 members 
Mstep: Class 16 contains 9680 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 44076 members 
Mstep: Class 19 contains 44048 members 
Mstep: Class 20 contains 16054 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 35121 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13608 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49498 members 
Mstep: Class 27 contains 44475 members 
Mstep: Class 28 contains 10436 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41741 members 
Mstep: Class 32 contains 48356 members 
Mstep: Class 33 contains 69980 members 
Mstep: Class 34 contains 31915 members 
Mstep: Class 35 contains 41103 members 
Mstep: Class 36 contains 15420 members 
Mstep: Class 37 contains 38863 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44104 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56449 members 
Mstep: Class 42 contains 47109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415136.000000 Penalty: 145101.093750
Iteration 443Q: 43 clusters Score -1.964151e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 46767 members 
Mstep: Class 3 contains 33718 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42809 members 
Mstep: Class 7 contains 48316 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 41465 members 
Mstep: Class 10 contains 39143 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 14 contains 50466 members 
Mstep: Class 15 contains 40755 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 5484 members 
Mstep: Class 18 contains 44027 members 
Mstep: Class 19 contains 44036 members 
Mstep: Class 20 contains 16059 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 35078 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49515 members 
Mstep: Class 27 contains 44479 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41768 members 
Mstep: Class 32 contains 48358 members 
Mstep: Class 33 contains 69970 members 
Mstep: Class 34 contains 31699 members 
Mstep: Class 35 contains 41109 members 
Mstep: Class 36 contains 15520 members 
Mstep: Class 37 contains 38871 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44114 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56551 members 
Mstep: Class 42 contains 47025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415248.000000 Penalty: 145101.093750
Iteration 444Q: 43 clusters Score -1.964152e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 46783 members 
Mstep: Class 3 contains 33686 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42806 members 
Mstep: Class 7 contains 48296 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 41462 members 
Mstep: Class 10 contains 39144 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 50477 members 
Mstep: Class 15 contains 41015 members 
Mstep: Class 16 contains 9673 members 
Mstep: Class 17 contains 5445 members 
Mstep: Class 18 contains 43986 members 
Mstep: Class 19 contains 44010 members 
Mstep: Class 20 contains 16063 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 35030 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13611 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 49509 members 
Mstep: Class 27 contains 44476 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41801 members 
Mstep: Class 32 contains 48358 members 
Mstep: Class 33 contains 69969 members 
Mstep: Class 34 contains 31493 members 
Mstep: Class 35 contains 41122 members 
Mstep: Class 36 contains 15615 members 
Mstep: Class 37 contains 38876 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44103 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56614 members 
Mstep: Class 42 contains 46950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415488.000000 Penalty: 145101.093750
Iteration 445Q: 43 clusters Score -1.964155e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 46802 members 
Mstep: Class 3 contains 33637 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42812 members 
Mstep: Class 7 contains 48269 members 
Mstep: Class 8 contains 14010 members 
Mstep: Class 9 contains 41458 members 
Mstep: Class 10 contains 39119 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12337 members 
Mstep: Class 14 contains 50478 members 
Mstep: Class 15 contains 41286 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 43972 members 
Mstep: Class 19 contains 43965 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 35033 members 
Mstep: Class 23 contains 8240 members 
Mstep: Class 24 contains 13617 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49505 members 
Mstep: Class 27 contains 44469 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41822 members 
Mstep: Class 32 contains 48357 members 
Mstep: Class 33 contains 69963 members 
Mstep: Class 34 contains 31272 members 
Mstep: Class 35 contains 41128 members 
Mstep: Class 36 contains 15719 members 
Mstep: Class 37 contains 38884 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44109 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56640 members 
Mstep: Class 42 contains 46896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415936.000000 Penalty: 145101.093750
Iteration 446Q: 43 clusters Score -1.964159e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 46835 members 
Mstep: Class 3 contains 33578 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42817 members 
Mstep: Class 7 contains 48244 members 
Mstep: Class 8 contains 14024 members 
Mstep: Class 9 contains 41452 members 
Mstep: Class 10 contains 39095 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 50481 members 
Mstep: Class 15 contains 41570 members 
Mstep: Class 16 contains 9667 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 43955 members 
Mstep: Class 19 contains 43929 members 
Mstep: Class 20 contains 16065 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 35054 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 13615 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49480 members 
Mstep: Class 27 contains 44456 members 
Mstep: Class 28 contains 10436 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41827 members 
Mstep: Class 32 contains 48354 members 
Mstep: Class 33 contains 69980 members 
Mstep: Class 34 contains 31064 members 
Mstep: Class 35 contains 41135 members 
Mstep: Class 36 contains 15821 members 
Mstep: Class 37 contains 38901 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44096 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56646 members 
Mstep: Class 42 contains 46867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416064.000000 Penalty: 145101.093750
Iteration 447Q: 43 clusters Score -1.964161e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 46874 members 
Mstep: Class 3 contains 33517 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42813 members 
Mstep: Class 7 contains 48218 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 41451 members 
Mstep: Class 10 contains 39067 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 14 contains 50486 members 
Mstep: Class 15 contains 41836 members 
Mstep: Class 16 contains 9664 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 18 contains 43928 members 
Mstep: Class 19 contains 43894 members 
Mstep: Class 20 contains 16066 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 35051 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13612 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49481 members 
Mstep: Class 27 contains 44445 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41830 members 
Mstep: Class 32 contains 48356 members 
Mstep: Class 33 contains 69992 members 
Mstep: Class 34 contains 30880 members 
Mstep: Class 35 contains 41156 members 
Mstep: Class 36 contains 15915 members 
Mstep: Class 37 contains 38908 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44091 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56685 members 
Mstep: Class 42 contains 46832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415808.000000 Penalty: 145101.093750
Iteration 448Q: 43 clusters Score -1.964158e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 46914 members 
Mstep: Class 3 contains 33454 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42801 members 
Mstep: Class 7 contains 48174 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 41450 members 
Mstep: Class 10 contains 39035 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12332 members 
Mstep: Class 14 contains 50472 members 
Mstep: Class 15 contains 42118 members 
Mstep: Class 16 contains 9661 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 43910 members 
Mstep: Class 19 contains 43872 members 
Mstep: Class 20 contains 16067 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 35055 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13609 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49504 members 
Mstep: Class 27 contains 44438 members 
Mstep: Class 28 contains 10442 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41839 members 
Mstep: Class 32 contains 48360 members 
Mstep: Class 33 contains 70000 members 
Mstep: Class 34 contains 30706 members 
Mstep: Class 35 contains 41165 members 
Mstep: Class 36 contains 16021 members 
Mstep: Class 37 contains 38911 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44095 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56723 members 
Mstep: Class 42 contains 46759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415968.000000 Penalty: 145101.093750
Iteration 449Q: 43 clusters Score -1.96416e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 46964 members 
Mstep: Class 3 contains 33383 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42772 members 
Mstep: Class 7 contains 48133 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 39003 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12330 members 
Mstep: Class 14 contains 50466 members 
Mstep: Class 15 contains 42380 members 
Mstep: Class 16 contains 9655 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 18 contains 43892 members 
Mstep: Class 19 contains 43877 members 
Mstep: Class 20 contains 16068 members 
Mstep: Class 21 contains 6805 members 
Mstep: Class 22 contains 35061 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13605 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49541 members 
Mstep: Class 27 contains 44411 members 
Mstep: Class 28 contains 10446 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41840 members 
Mstep: Class 32 contains 48362 members 
Mstep: Class 33 contains 70004 members 
Mstep: Class 34 contains 30566 members 
Mstep: Class 35 contains 41171 members 
Mstep: Class 36 contains 16116 members 
Mstep: Class 37 contains 38918 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44094 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56759 members 
Mstep: Class 42 contains 46686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416192.000000 Penalty: 145101.093750
Iteration 450Q: 43 clusters Score -1.964162e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 47001 members 
Mstep: Class 3 contains 33326 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42769 members 
Mstep: Class 7 contains 48102 members 
Mstep: Class 8 contains 13998 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 38973 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12332 members 
Mstep: Class 14 contains 50468 members 
Mstep: Class 15 contains 42640 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 43864 members 
Mstep: Class 19 contains 43872 members 
Mstep: Class 20 contains 16066 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 35055 members 
Mstep: Class 23 contains 8226 members 
Mstep: Class 24 contains 13598 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49573 members 
Mstep: Class 27 contains 44380 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41846 members 
Mstep: Class 32 contains 48362 members 
Mstep: Class 33 contains 70017 members 
Mstep: Class 34 contains 30426 members 
Mstep: Class 35 contains 41195 members 
Mstep: Class 36 contains 16186 members 
Mstep: Class 37 contains 38916 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44096 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56787 members 
Mstep: Class 42 contains 46621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416144.000000 Penalty: 145101.093750
Iteration 451Q: 43 clusters Score -1.964161e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 47046 members 
Mstep: Class 3 contains 33278 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42771 members 
Mstep: Class 7 contains 48088 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 41439 members 
Mstep: Class 10 contains 38950 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 50465 members 
Mstep: Class 15 contains 42879 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 43821 members 
Mstep: Class 19 contains 43900 members 
Mstep: Class 20 contains 16069 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 35057 members 
Mstep: Class 23 contains 8226 members 
Mstep: Class 24 contains 13597 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49573 members 
Mstep: Class 27 contains 44355 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41855 members 
Mstep: Class 32 contains 48363 members 
Mstep: Class 33 contains 70005 members 
Mstep: Class 34 contains 30275 members 
Mstep: Class 35 contains 41204 members 
Mstep: Class 36 contains 16226 members 
Mstep: Class 37 contains 38918 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44096 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56807 members 
Mstep: Class 42 contains 46586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416304.000000 Penalty: 145101.093750
Iteration 452Q: 43 clusters Score -1.964163e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 47082 members 
Mstep: Class 3 contains 33239 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42783 members 
Mstep: Class 7 contains 48058 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 41434 members 
Mstep: Class 10 contains 38925 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 50458 members 
Mstep: Class 15 contains 43104 members 
Mstep: Class 16 contains 9650 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 43793 members 
Mstep: Class 19 contains 43922 members 
Mstep: Class 20 contains 16071 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 35048 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 13596 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49599 members 
Mstep: Class 27 contains 44320 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41845 members 
Mstep: Class 32 contains 48362 members 
Mstep: Class 33 contains 70000 members 
Mstep: Class 34 contains 30131 members 
Mstep: Class 35 contains 41198 members 
Mstep: Class 36 contains 16273 members 
Mstep: Class 37 contains 38920 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44113 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56834 members 
Mstep: Class 42 contains 46556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416144.000000 Penalty: 145101.093750
Iteration 453Q: 43 clusters Score -1.964161e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 47110 members 
Mstep: Class 3 contains 33199 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42800 members 
Mstep: Class 7 contains 48039 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 41432 members 
Mstep: Class 10 contains 38904 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12330 members 
Mstep: Class 14 contains 50465 members 
Mstep: Class 15 contains 43302 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 43761 members 
Mstep: Class 19 contains 43941 members 
Mstep: Class 20 contains 16074 members 
Mstep: Class 21 contains 6799 members 
Mstep: Class 22 contains 35024 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49631 members 
Mstep: Class 27 contains 44291 members 
Mstep: Class 28 contains 10453 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41829 members 
Mstep: Class 32 contains 48363 members 
Mstep: Class 33 contains 70012 members 
Mstep: Class 34 contains 29989 members 
Mstep: Class 35 contains 41191 members 
Mstep: Class 36 contains 16325 members 
Mstep: Class 37 contains 38915 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44128 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56877 members 
Mstep: Class 42 contains 46526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416336.000000 Penalty: 145101.093750
Iteration 454Q: 43 clusters Score -1.964163e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 47125 members 
Mstep: Class 3 contains 33156 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42804 members 
Mstep: Class 7 contains 48016 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 10 contains 38889 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 50466 members 
Mstep: Class 15 contains 43479 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 43736 members 
Mstep: Class 19 contains 43942 members 
Mstep: Class 20 contains 16070 members 
Mstep: Class 21 contains 6797 members 
Mstep: Class 22 contains 35003 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13582 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49692 members 
Mstep: Class 27 contains 44252 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41816 members 
Mstep: Class 32 contains 48361 members 
Mstep: Class 33 contains 70019 members 
Mstep: Class 34 contains 29849 members 
Mstep: Class 35 contains 41175 members 
Mstep: Class 36 contains 16373 members 
Mstep: Class 37 contains 38924 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44137 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56946 members 
Mstep: Class 42 contains 46501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416944.000000 Penalty: 145101.093750
Iteration 455Q: 43 clusters Score -1.964169e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 47118 members 
Mstep: Class 3 contains 33103 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42813 members 
Mstep: Class 7 contains 47976 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 41434 members 
Mstep: Class 10 contains 38857 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 50475 members 
Mstep: Class 15 contains 43648 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 4961 members 
Mstep: Class 18 contains 43715 members 
Mstep: Class 19 contains 43937 members 
Mstep: Class 20 contains 16069 members 
Mstep: Class 21 contains 6797 members 
Mstep: Class 22 contains 34989 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 13580 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49757 members 
Mstep: Class 27 contains 44222 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41798 members 
Mstep: Class 32 contains 48362 members 
Mstep: Class 33 contains 70011 members 
Mstep: Class 34 contains 29714 members 
Mstep: Class 35 contains 41183 members 
Mstep: Class 36 contains 16445 members 
Mstep: Class 37 contains 38925 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44145 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 56983 members 
Mstep: Class 42 contains 46497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416912.000000 Penalty: 145101.093750
Iteration 456Q: 43 clusters Score -1.964169e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 47141 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42836 members 
Mstep: Class 7 contains 47946 members 
Mstep: Class 8 contains 13994 members 
Mstep: Class 9 contains 41431 members 
Mstep: Class 10 contains 38837 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 50468 members 
Mstep: Class 15 contains 43796 members 
Mstep: Class 16 contains 9644 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 43682 members 
Mstep: Class 19 contains 43887 members 
Mstep: Class 20 contains 16068 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 8228 members 
Mstep: Class 24 contains 13582 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49803 members 
Mstep: Class 27 contains 44192 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41779 members 
Mstep: Class 32 contains 48363 members 
Mstep: Class 33 contains 70023 members 
Mstep: Class 34 contains 29573 members 
Mstep: Class 35 contains 41176 members 
Mstep: Class 36 contains 16540 members 
Mstep: Class 37 contains 38928 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44144 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57043 members 
Mstep: Class 42 contains 46532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416576.000000 Penalty: 145101.093750
Iteration 457Q: 43 clusters Score -1.964166e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 47126 members 
Mstep: Class 3 contains 33019 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42841 members 
Mstep: Class 7 contains 47924 members 
Mstep: Class 8 contains 13994 members 
Mstep: Class 9 contains 41429 members 
Mstep: Class 10 contains 38822 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 14 contains 50459 members 
Mstep: Class 15 contains 43912 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 4892 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 43845 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 34960 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 13582 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49886 members 
Mstep: Class 27 contains 44171 members 
Mstep: Class 28 contains 10476 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41751 members 
Mstep: Class 32 contains 48366 members 
Mstep: Class 33 contains 70029 members 
Mstep: Class 34 contains 29432 members 
Mstep: Class 35 contains 41161 members 
Mstep: Class 36 contains 16639 members 
Mstep: Class 37 contains 38926 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44145 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57137 members 
Mstep: Class 42 contains 46556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416240.000000 Penalty: 145101.093750
Iteration 458Q: 43 clusters Score -1.964162e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 47088 members 
Mstep: Class 3 contains 32969 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42902 members 
Mstep: Class 7 contains 47888 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 10 contains 38822 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 50458 members 
Mstep: Class 15 contains 44016 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 4865 members 
Mstep: Class 18 contains 43610 members 
Mstep: Class 19 contains 43825 members 
Mstep: Class 20 contains 16056 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 34968 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13581 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49909 members 
Mstep: Class 27 contains 44156 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41723 members 
Mstep: Class 32 contains 48368 members 
Mstep: Class 33 contains 70029 members 
Mstep: Class 34 contains 29270 members 
Mstep: Class 35 contains 41165 members 
Mstep: Class 36 contains 16764 members 
Mstep: Class 37 contains 38925 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44131 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57222 members 
Mstep: Class 42 contains 46590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416256.000000 Penalty: 145101.093750
Iteration 459Q: 43 clusters Score -1.964163e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 47057 members 
Mstep: Class 3 contains 32919 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42959 members 
Mstep: Class 7 contains 47864 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 41431 members 
Mstep: Class 10 contains 38819 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12332 members 
Mstep: Class 14 contains 50462 members 
Mstep: Class 15 contains 44108 members 
Mstep: Class 16 contains 9641 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 43585 members 
Mstep: Class 19 contains 43795 members 
Mstep: Class 20 contains 16053 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13584 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49917 members 
Mstep: Class 27 contains 44148 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41694 members 
Mstep: Class 32 contains 48372 members 
Mstep: Class 33 contains 70010 members 
Mstep: Class 34 contains 29117 members 
Mstep: Class 35 contains 41144 members 
Mstep: Class 36 contains 16887 members 
Mstep: Class 37 contains 38925 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44125 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57335 members 
Mstep: Class 42 contains 46613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415936.000000 Penalty: 145101.093750
Iteration 460F: 43 clusters Score -1.964159e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 46995 members 
Mstep: Class 3 contains 32860 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 43010 members 
Mstep: Class 7 contains 47843 members 
Mstep: Class 8 contains 13985 members 
Mstep: Class 9 contains 41434 members 
Mstep: Class 10 contains 38832 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 50463 members 
Mstep: Class 15 contains 44196 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 4830 members 
Mstep: Class 18 contains 43553 members 
Mstep: Class 19 contains 43763 members 
Mstep: Class 20 contains 16050 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 34992 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49904 members 
Mstep: Class 27 contains 44126 members 
Mstep: Class 28 contains 10487 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41671 members 
Mstep: Class 32 contains 48375 members 
Mstep: Class 33 contains 69998 members 
Mstep: Class 34 contains 28937 members 
Mstep: Class 35 contains 41135 members 
Mstep: Class 36 contains 17020 members 
Mstep: Class 37 contains 38928 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44116 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57455 members 
Mstep: Class 42 contains 46660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415728.000000 Penalty: 145101.093750
Iteration 461Q: 43 clusters Score -1.964157e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 46941 members 
Mstep: Class 3 contains 32809 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 43040 members 
Mstep: Class 7 contains 47815 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 38840 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 50484 members 
Mstep: Class 15 contains 44295 members 
Mstep: Class 16 contains 9639 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 43539 members 
Mstep: Class 19 contains 43725 members 
Mstep: Class 20 contains 16045 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35020 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49885 members 
Mstep: Class 27 contains 44086 members 
Mstep: Class 28 contains 10489 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41639 members 
Mstep: Class 32 contains 48374 members 
Mstep: Class 33 contains 69991 members 
Mstep: Class 34 contains 28740 members 
Mstep: Class 35 contains 41131 members 
Mstep: Class 36 contains 17176 members 
Mstep: Class 37 contains 38931 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44104 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57564 members 
Mstep: Class 42 contains 46722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415952.000000 Penalty: 145101.093750
Iteration 462Q: 43 clusters Score -1.96416e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 46919 members 
Mstep: Class 3 contains 32770 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 47794 members 
Mstep: Class 8 contains 13969 members 
Mstep: Class 9 contains 41442 members 
Mstep: Class 10 contains 38852 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12327 members 
Mstep: Class 14 contains 50487 members 
Mstep: Class 15 contains 44393 members 
Mstep: Class 16 contains 9636 members 
Mstep: Class 17 contains 4783 members 
Mstep: Class 18 contains 43503 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 16042 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35049 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49854 members 
Mstep: Class 27 contains 44053 members 
Mstep: Class 28 contains 10491 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41623 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 69979 members 
Mstep: Class 34 contains 28543 members 
Mstep: Class 35 contains 41132 members 
Mstep: Class 36 contains 17336 members 
Mstep: Class 37 contains 38937 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44102 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57649 members 
Mstep: Class 42 contains 46796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415536.000000 Penalty: 145101.093750
Iteration 463Q: 43 clusters Score -1.964155e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 46919 members 
Mstep: Class 3 contains 32730 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 43048 members 
Mstep: Class 7 contains 47772 members 
Mstep: Class 8 contains 13969 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 38860 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12325 members 
Mstep: Class 14 contains 50490 members 
Mstep: Class 15 contains 44494 members 
Mstep: Class 16 contains 9633 members 
Mstep: Class 17 contains 4768 members 
Mstep: Class 18 contains 43453 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35069 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 13589 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49832 members 
Mstep: Class 27 contains 44011 members 
Mstep: Class 28 contains 10492 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41590 members 
Mstep: Class 32 contains 48381 members 
Mstep: Class 33 contains 69983 members 
Mstep: Class 34 contains 28323 members 
Mstep: Class 35 contains 41124 members 
Mstep: Class 36 contains 17457 members 
Mstep: Class 37 contains 38939 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44106 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57725 members 
Mstep: Class 42 contains 46888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415648.000000 Penalty: 145101.093750
Iteration 464Q: 43 clusters Score -1.964156e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 46902 members 
Mstep: Class 3 contains 32687 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 43032 members 
Mstep: Class 7 contains 47765 members 
Mstep: Class 8 contains 13970 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 38891 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12326 members 
Mstep: Class 14 contains 50499 members 
Mstep: Class 15 contains 44611 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 43404 members 
Mstep: Class 19 contains 43700 members 
Mstep: Class 20 contains 16038 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35092 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49818 members 
Mstep: Class 27 contains 43999 members 
Mstep: Class 28 contains 10491 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41568 members 
Mstep: Class 32 contains 48383 members 
Mstep: Class 33 contains 69977 members 
Mstep: Class 34 contains 28138 members 
Mstep: Class 35 contains 41135 members 
Mstep: Class 36 contains 17543 members 
Mstep: Class 37 contains 38940 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44111 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57789 members 
Mstep: Class 42 contains 46944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415136.000000 Penalty: 145101.093750
Iteration 465Q: 43 clusters Score -1.964151e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 32659 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 42996 members 
Mstep: Class 7 contains 47747 members 
Mstep: Class 8 contains 13976 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 38897 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12327 members 
Mstep: Class 14 contains 50510 members 
Mstep: Class 15 contains 44733 members 
Mstep: Class 16 contains 9626 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 43353 members 
Mstep: Class 19 contains 43673 members 
Mstep: Class 20 contains 16028 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35110 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13587 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49801 members 
Mstep: Class 27 contains 43993 members 
Mstep: Class 28 contains 10496 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41548 members 
Mstep: Class 32 contains 48387 members 
Mstep: Class 33 contains 69980 members 
Mstep: Class 34 contains 27976 members 
Mstep: Class 35 contains 41135 members 
Mstep: Class 36 contains 17652 members 
Mstep: Class 37 contains 38943 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44109 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57842 members 
Mstep: Class 42 contains 46996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415600.000000 Penalty: 145101.093750
Iteration 466Q: 43 clusters Score -1.964156e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 46936 members 
Mstep: Class 3 contains 32628 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 42982 members 
Mstep: Class 7 contains 47730 members 
Mstep: Class 8 contains 13986 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 38909 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12327 members 
Mstep: Class 14 contains 50510 members 
Mstep: Class 15 contains 44826 members 
Mstep: Class 16 contains 9621 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 43296 members 
Mstep: Class 19 contains 43687 members 
Mstep: Class 20 contains 16019 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 35116 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49778 members 
Mstep: Class 27 contains 43966 members 
Mstep: Class 28 contains 10500 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41538 members 
Mstep: Class 32 contains 48387 members 
Mstep: Class 33 contains 69976 members 
Mstep: Class 34 contains 27821 members 
Mstep: Class 35 contains 41130 members 
Mstep: Class 36 contains 17777 members 
Mstep: Class 37 contains 38952 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44110 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 57919 members 
Mstep: Class 42 contains 47044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415488.000000 Penalty: 145101.093750
Iteration 467Q: 43 clusters Score -1.964155e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 46939 members 
Mstep: Class 3 contains 32595 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 6 contains 42946 members 
Mstep: Class 7 contains 47709 members 
Mstep: Class 8 contains 13987 members 
Mstep: Class 9 contains 41443 members 
Mstep: Class 10 contains 38915 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12325 members 
Mstep: Class 14 contains 50519 members 
Mstep: Class 15 contains 44915 members 
Mstep: Class 16 contains 9614 members 
Mstep: Class 17 contains 4607 members 
Mstep: Class 18 contains 43255 members 
Mstep: Class 19 contains 43681 members 
Mstep: Class 20 contains 16015 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 35145 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 13591 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49787 members 
Mstep: Class 27 contains 43936 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41519 members 
Mstep: Class 32 contains 48384 members 
Mstep: Class 33 contains 69976 members 
Mstep: Class 34 contains 27702 members 
Mstep: Class 35 contains 41121 members 
Mstep: Class 36 contains 17905 members 
Mstep: Class 37 contains 38955 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44097 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58004 members 
Mstep: Class 42 contains 47081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415872.000000 Penalty: 145101.093750
Iteration 468Q: 43 clusters Score -1.964159e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 46909 members 
Mstep: Class 3 contains 32558 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 6 contains 42907 members 
Mstep: Class 7 contains 47701 members 
Mstep: Class 8 contains 13987 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 10 contains 38916 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12328 members 
Mstep: Class 14 contains 50504 members 
Mstep: Class 15 contains 44994 members 
Mstep: Class 16 contains 9610 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 43223 members 
Mstep: Class 19 contains 43657 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35179 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 13597 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49795 members 
Mstep: Class 27 contains 43898 members 
Mstep: Class 28 contains 10524 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41510 members 
Mstep: Class 32 contains 48389 members 
Mstep: Class 33 contains 69976 members 
Mstep: Class 34 contains 27542 members 
Mstep: Class 35 contains 41126 members 
Mstep: Class 36 contains 18029 members 
Mstep: Class 37 contains 38961 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44105 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58077 members 
Mstep: Class 42 contains 47139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415984.000000 Penalty: 145101.093750
Iteration 469Q: 43 clusters Score -1.96416e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 32517 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 6 contains 42875 members 
Mstep: Class 7 contains 47688 members 
Mstep: Class 8 contains 13991 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 10 contains 38924 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12326 members 
Mstep: Class 14 contains 50507 members 
Mstep: Class 15 contains 45080 members 
Mstep: Class 16 contains 9607 members 
Mstep: Class 17 contains 4538 members 
Mstep: Class 18 contains 43208 members 
Mstep: Class 19 contains 43645 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35218 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13598 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49782 members 
Mstep: Class 27 contains 43875 members 
Mstep: Class 28 contains 10532 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41502 members 
Mstep: Class 32 contains 48392 members 
Mstep: Class 33 contains 69965 members 
Mstep: Class 34 contains 27395 members 
Mstep: Class 35 contains 41112 members 
Mstep: Class 36 contains 18180 members 
Mstep: Class 37 contains 38960 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44105 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58162 members 
Mstep: Class 42 contains 47142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416160.000000 Penalty: 145101.093750
Iteration 470Q: 43 clusters Score -1.964162e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 46868 members 
Mstep: Class 3 contains 32483 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 42842 members 
Mstep: Class 7 contains 47659 members 
Mstep: Class 8 contains 13998 members 
Mstep: Class 9 contains 41429 members 
Mstep: Class 10 contains 38934 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12324 members 
Mstep: Class 14 contains 50512 members 
Mstep: Class 15 contains 45142 members 
Mstep: Class 16 contains 9603 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 18 contains 43182 members 
Mstep: Class 19 contains 43609 members 
Mstep: Class 20 contains 16012 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35262 members 
Mstep: Class 23 contains 8228 members 
Mstep: Class 24 contains 13597 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49773 members 
Mstep: Class 27 contains 43851 members 
Mstep: Class 28 contains 10533 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41486 members 
Mstep: Class 32 contains 48393 members 
Mstep: Class 33 contains 69948 members 
Mstep: Class 34 contains 27257 members 
Mstep: Class 35 contains 41124 members 
Mstep: Class 36 contains 18325 members 
Mstep: Class 37 contains 38964 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44106 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58267 members 
Mstep: Class 42 contains 47146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416064.000000 Penalty: 145101.093750
Iteration 471Q: 43 clusters Score -1.964161e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 46860 members 
Mstep: Class 3 contains 32442 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42818 members 
Mstep: Class 7 contains 47649 members 
Mstep: Class 8 contains 14000 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 38932 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 12321 members 
Mstep: Class 14 contains 50517 members 
Mstep: Class 15 contains 45215 members 
Mstep: Class 16 contains 9600 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 43157 members 
Mstep: Class 19 contains 43604 members 
Mstep: Class 20 contains 16007 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 35292 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13600 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49756 members 
Mstep: Class 27 contains 43818 members 
Mstep: Class 28 contains 10534 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41463 members 
Mstep: Class 32 contains 48396 members 
Mstep: Class 33 contains 69929 members 
Mstep: Class 34 contains 27102 members 
Mstep: Class 35 contains 41125 members 
Mstep: Class 36 contains 18482 members 
Mstep: Class 37 contains 38965 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44092 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58354 members 
Mstep: Class 42 contains 47188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415696.000000 Penalty: 145101.093750
Iteration 472Q: 43 clusters Score -1.964157e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 46871 members 
Mstep: Class 3 contains 32389 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42789 members 
Mstep: Class 7 contains 47632 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 41428 members 
Mstep: Class 10 contains 38924 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12322 members 
Mstep: Class 14 contains 50523 members 
Mstep: Class 15 contains 45290 members 
Mstep: Class 16 contains 9597 members 
Mstep: Class 17 contains 4502 members 
Mstep: Class 18 contains 43109 members 
Mstep: Class 19 contains 43584 members 
Mstep: Class 20 contains 16005 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35338 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 13603 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49734 members 
Mstep: Class 27 contains 43809 members 
Mstep: Class 28 contains 10535 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41437 members 
Mstep: Class 32 contains 48398 members 
Mstep: Class 33 contains 69904 members 
Mstep: Class 34 contains 26960 members 
Mstep: Class 35 contains 41131 members 
Mstep: Class 36 contains 18610 members 
Mstep: Class 37 contains 38958 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44089 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58444 members 
Mstep: Class 42 contains 47234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415744.000000 Penalty: 145101.093750
Iteration 473Q: 43 clusters Score -1.964157e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 46865 members 
Mstep: Class 3 contains 32344 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42748 members 
Mstep: Class 7 contains 47602 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 41426 members 
Mstep: Class 10 contains 38925 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12321 members 
Mstep: Class 14 contains 50531 members 
Mstep: Class 15 contains 45354 members 
Mstep: Class 16 contains 9595 members 
Mstep: Class 17 contains 4495 members 
Mstep: Class 18 contains 43050 members 
Mstep: Class 19 contains 43570 members 
Mstep: Class 20 contains 16006 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35397 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 13602 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49712 members 
Mstep: Class 27 contains 43801 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41431 members 
Mstep: Class 32 contains 48400 members 
Mstep: Class 33 contains 69883 members 
Mstep: Class 34 contains 26805 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 18781 members 
Mstep: Class 37 contains 38961 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44087 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58541 members 
Mstep: Class 42 contains 47260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415360.000000 Penalty: 145101.093750
Iteration 474Q: 43 clusters Score -1.964154e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 46880 members 
Mstep: Class 3 contains 32323 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42702 members 
Mstep: Class 7 contains 47572 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 38924 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12320 members 
Mstep: Class 14 contains 50534 members 
Mstep: Class 15 contains 45415 members 
Mstep: Class 16 contains 9594 members 
Mstep: Class 17 contains 4468 members 
Mstep: Class 18 contains 42997 members 
Mstep: Class 19 contains 43506 members 
Mstep: Class 20 contains 16001 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 35452 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 13603 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 43794 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41418 members 
Mstep: Class 32 contains 48402 members 
Mstep: Class 33 contains 69867 members 
Mstep: Class 34 contains 26671 members 
Mstep: Class 35 contains 41094 members 
Mstep: Class 36 contains 18983 members 
Mstep: Class 37 contains 38959 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44075 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58626 members 
Mstep: Class 42 contains 47310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415568.000000 Penalty: 145101.093750
Iteration 475Q: 43 clusters Score -1.964156e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 46899 members 
Mstep: Class 3 contains 32292 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42644 members 
Mstep: Class 7 contains 47549 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 38919 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12321 members 
Mstep: Class 14 contains 50545 members 
Mstep: Class 15 contains 45473 members 
Mstep: Class 16 contains 9593 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 42951 members 
Mstep: Class 19 contains 43457 members 
Mstep: Class 20 contains 15993 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 35500 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 13596 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49679 members 
Mstep: Class 27 contains 43792 members 
Mstep: Class 28 contains 10539 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41384 members 
Mstep: Class 32 contains 48405 members 
Mstep: Class 33 contains 69862 members 
Mstep: Class 34 contains 26548 members 
Mstep: Class 35 contains 41076 members 
Mstep: Class 36 contains 19155 members 
Mstep: Class 37 contains 38954 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44073 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58704 members 
Mstep: Class 42 contains 47383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415376.000000 Penalty: 145101.093750
Iteration 476Q: 43 clusters Score -1.964154e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 46943 members 
Mstep: Class 3 contains 32250 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42600 members 
Mstep: Class 7 contains 47531 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 41421 members 
Mstep: Class 10 contains 38923 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12319 members 
Mstep: Class 14 contains 50553 members 
Mstep: Class 15 contains 45537 members 
Mstep: Class 16 contains 9593 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 42896 members 
Mstep: Class 19 contains 43441 members 
Mstep: Class 20 contains 15989 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 35526 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49662 members 
Mstep: Class 27 contains 43769 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 41360 members 
Mstep: Class 32 contains 48408 members 
Mstep: Class 33 contains 69842 members 
Mstep: Class 34 contains 26443 members 
Mstep: Class 35 contains 41068 members 
Mstep: Class 36 contains 19299 members 
Mstep: Class 37 contains 38955 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44065 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58774 members 
Mstep: Class 42 contains 47434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415280.000000 Penalty: 145101.093750
Iteration 477Q: 43 clusters Score -1.964153e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 46975 members 
Mstep: Class 3 contains 32211 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42557 members 
Mstep: Class 7 contains 47507 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 38925 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12311 members 
Mstep: Class 14 contains 50566 members 
Mstep: Class 15 contains 45593 members 
Mstep: Class 16 contains 9592 members 
Mstep: Class 17 contains 4387 members 
Mstep: Class 18 contains 42885 members 
Mstep: Class 19 contains 43424 members 
Mstep: Class 20 contains 15991 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35548 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49651 members 
Mstep: Class 27 contains 43723 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41337 members 
Mstep: Class 32 contains 48407 members 
Mstep: Class 33 contains 69822 members 
Mstep: Class 34 contains 26358 members 
Mstep: Class 35 contains 41050 members 
Mstep: Class 36 contains 19439 members 
Mstep: Class 37 contains 38947 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44060 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58853 members 
Mstep: Class 42 contains 47472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414752.000000 Penalty: 145101.093750
Iteration 478Q: 43 clusters Score -1.964148e+08 nChanged 1829
Entering ConstructFrom: 
Score: -196414752.000000 Penalty: 145101.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Entering Unmasked Estep 
Score: -2933962.000000 Penalty: 2410.883789
	Iteration 0F: 2 clusters Score -2933962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2921950.500000 Penalty: 4821.767578
	Iteration 0F: 3 clusters Score -2921950 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2925914.500000 Penalty: 4821.767578
	Iteration 1F: 3 clusters Score -2925914 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2926386.750000 Penalty: 4821.767578
	Iteration 2F: 3 clusters Score -2926387 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2926850.500000 Penalty: 4821.767578
	Iteration 3F: 3 clusters Score -2926850 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2927350.750000 Penalty: 4821.767578
	Iteration 4F: 3 clusters Score -2927351 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2927803.000000 Penalty: 4821.767578
	Iteration 5Q: 3 clusters Score -2927803 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2928305.250000 Penalty: 4821.767578
	Iteration 6Q: 3 clusters Score -2928305 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2928809.750000 Penalty: 4821.767578
	Iteration 7Q: 3 clusters Score -2928810 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2929354.500000 Penalty: 4821.767578
	Iteration 8Q: 3 clusters Score -2929354 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2929970.500000 Penalty: 4821.767578
	Iteration 9Q: 3 clusters Score -2929970 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2930511.250000 Penalty: 4821.767578
	Iteration 10Q: 3 clusters Score -2930511 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2930876.000000 Penalty: 4821.767578
	Iteration 11Q: 3 clusters Score -2930876 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2931165.500000 Penalty: 4821.767578
	Iteration 12Q: 3 clusters Score -2931166 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2931357.250000 Penalty: 4821.767578
	Iteration 13Q: 3 clusters Score -2931357 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2931480.000000 Penalty: 4821.767578
	Iteration 14Q: 3 clusters Score -2931480 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2931567.000000 Penalty: 4821.767578
	Iteration 15Q: 3 clusters Score -2931567 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2931656.750000 Penalty: 4821.767578
	Iteration 16Q: 3 clusters Score -2931657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2931711.500000 Penalty: 4821.767578
	Iteration 17Q: 3 clusters Score -2931712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2931752.250000 Penalty: 4821.767578
	Iteration 18Q: 3 clusters Score -2931752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2931794.250000 Penalty: 4821.767578
	Iteration 19Q: 3 clusters Score -2931794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2931829.500000 Penalty: 4821.767578
	Iteration 20F: 3 clusters Score -2931830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2931855.000000 Penalty: 4821.767578
	Iteration 21Q: 3 clusters Score -2931855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2931880.250000 Penalty: 4821.767578
	Iteration 22Q: 3 clusters Score -2931880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2931890.500000 Penalty: 4821.767578
	Iteration 23Q: 3 clusters Score -2931890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2931909.750000 Penalty: 4821.767578
	Iteration 24Q: 3 clusters Score -2931910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2931917.250000 Penalty: 4821.767578
	Iteration 25Q: 3 clusters Score -2931917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2931923.250000 Penalty: 4821.767578
	Iteration 26Q: 3 clusters Score -2931923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2931930.750000 Penalty: 4821.767578
	Iteration 27Q: 3 clusters Score -2931931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2931940.000000 Penalty: 4821.767578
	Iteration 28Q: 3 clusters Score -2931940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2931946.500000 Penalty: 4821.767578
	Iteration 29Q: 3 clusters Score -2931946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2931953.500000 Penalty: 4821.767578
	Iteration 30Q: 3 clusters Score -2931954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2931960.000000 Penalty: 4821.767578
	Iteration 31Q: 3 clusters Score -2931960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2931966.250000 Penalty: 4821.767578
	Iteration 32Q: 3 clusters Score -2931966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2931974.000000 Penalty: 4821.767578
	Iteration 33Q: 3 clusters Score -2931974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2931978.000000 Penalty: 4821.767578
	Iteration 34Q: 3 clusters Score -2931978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2931978.750000 Penalty: 4821.767578
	Iteration 35Q: 3 clusters Score -2931979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2931986.750000 Penalty: 4821.767578
	Iteration 36Q: 3 clusters Score -2931987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2931990.750000 Penalty: 4821.767578
	Iteration 37Q: 3 clusters Score -2931991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2931991.000000 Penalty: 4821.767578
	Iteration 38Q: 3 clusters Score -2931991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2931990.000000 Penalty: 4821.767578
	Iteration 39Q: 3 clusters Score -2931990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2931991.250000 Penalty: 4821.767578
	Iteration 40F: 3 clusters Score -2931991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2931993.000000 Penalty: 4821.767578
	Iteration 41Q: 3 clusters Score -2931993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2931993.750000 Penalty: 4821.767578
	Iteration 42Q: 3 clusters Score -2931994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2931995.750000 Penalty: 4821.767578
	Iteration 43Q: 3 clusters Score -2931996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2932000.500000 Penalty: 4821.767578
	Iteration 44Q: 3 clusters Score -2932000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2932003.500000 Penalty: 4821.767578
	Iteration 45Q: 3 clusters Score -2932004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2932005.000000 Penalty: 4821.767578
	Iteration 46Q: 3 clusters Score -2932005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2932011.000000 Penalty: 4821.767578
	Iteration 47Q: 3 clusters Score -2932011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2932009.000000 Penalty: 4821.767578
	Iteration 48Q: 3 clusters Score -2932009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2932010.250000 Penalty: 4821.767578
	Iteration 49Q: 3 clusters Score -2932010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2932010.250000 Penalty: 4821.767578
	Iteration 50Q: 3 clusters Score -2932010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2932014.750000 Penalty: 4821.767578
	Iteration 51Q: 3 clusters Score -2932015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2932014.000000 Penalty: 4821.767578
	Iteration 52Q: 3 clusters Score -2932014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2932022.500000 Penalty: 4821.767578
	Iteration 53Q: 3 clusters Score -2932022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2932020.500000 Penalty: 4821.767578
	Iteration 54Q: 3 clusters Score -2932020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2932021.500000 Penalty: 4821.767578
	Iteration 55Q: 3 clusters Score -2932022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2932021.750000 Penalty: 4821.767578
	Iteration 56Q: 3 clusters Score -2932022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2932025.250000 Penalty: 4821.767578
	Iteration 57Q: 3 clusters Score -2932025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2932025.500000 Penalty: 4821.767578
	Iteration 58Q: 3 clusters Score -2932026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2932025.000000 Penalty: 4821.767578
	Iteration 59Q: 3 clusters Score -2932025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2932027.250000 Penalty: 4821.767578
	Iteration 60F: 3 clusters Score -2932027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2932032.000000 Penalty: 4821.767578
	Iteration 61Q: 3 clusters Score -2932032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2932033.250000 Penalty: 4821.767578
	Iteration 62Q: 3 clusters Score -2932033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2932038.500000 Penalty: 4821.767578
	Iteration 63Q: 3 clusters Score -2932038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2932037.250000 Penalty: 4821.767578
	Iteration 64Q: 3 clusters Score -2932037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2932038.000000 Penalty: 4821.767578
	Iteration 65Q: 3 clusters Score -2932038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2932037.250000 Penalty: 4821.767578
	Iteration 66Q: 3 clusters Score -2932037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2932036.500000 Penalty: 4821.767578
	Iteration 67Q: 3 clusters Score -2932036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2932036.750000 Penalty: 4821.767578
	Iteration 68Q: 3 clusters Score -2932037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2932037.500000 Penalty: 4821.767578
	Iteration 69Q: 3 clusters Score -2932038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2932037.750000 Penalty: 4821.767578
	Iteration 70Q: 3 clusters Score -2932038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2932036.500000 Penalty: 4821.767578
	Iteration 71Q: 3 clusters Score -2932036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2932036.500000 Penalty: 4821.767578
	Iteration 72F: 3 clusters Score -2932036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Entering Unmasked Estep 
Score: -8493443.000000 Penalty: 2668.023193
	Iteration 0F: 2 clusters Score -8493443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8463053.000000 Penalty: 5336.046387
	Iteration 0F: 3 clusters Score -8463053 nChanged 21774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -8474918.000000 Penalty: 5336.046387
	Iteration 1F: 3 clusters Score -8474918 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -8475329.000000 Penalty: 5336.046387
	Iteration 2Q: 3 clusters Score -8475329 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -8475746.000000 Penalty: 5336.046387
	Iteration 3Q: 3 clusters Score -8475746 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -8476221.000000 Penalty: 5336.046387
	Iteration 4Q: 3 clusters Score -8476221 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -8476954.000000 Penalty: 5336.046387
	Iteration 5Q: 3 clusters Score -8476954 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -8478129.000000 Penalty: 5336.046387
	Iteration 6F: 3 clusters Score -8478129 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -8480097.000000 Penalty: 5336.046387
	Iteration 7F: 3 clusters Score -8480097 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -8483125.000000 Penalty: 5336.046387
	Iteration 8F: 3 clusters Score -8483125 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -8486598.000000 Penalty: 5336.046387
	Iteration 9F: 3 clusters Score -8486598 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8489122.000000 Penalty: 5336.046387
	Iteration 10F: 3 clusters Score -8489122 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8490278.000000 Penalty: 5336.046387
	Iteration 11Q: 3 clusters Score -8490278 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8490736.000000 Penalty: 5336.046387
	Iteration 12Q: 3 clusters Score -8490736 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -8490924.000000 Penalty: 5336.046387
	Iteration 13Q: 3 clusters Score -8490924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -8491003.000000 Penalty: 5336.046387
	Iteration 14Q: 3 clusters Score -8491003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -8491031.000000 Penalty: 5336.046387
	Iteration 15Q: 3 clusters Score -8491031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8491059.000000 Penalty: 5336.046387
	Iteration 16Q: 3 clusters Score -8491059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -8491072.000000 Penalty: 5336.046387
	Iteration 17Q: 3 clusters Score -8491072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8491083.000000 Penalty: 5336.046387
	Iteration 18Q: 3 clusters Score -8491083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8491085.000000 Penalty: 5336.046387
	Iteration 19Q: 3 clusters Score -8491085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -8491086.000000 Penalty: 5336.046387
	Iteration 20F: 3 clusters Score -8491086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -8491086.000000 Penalty: 5336.046387
	Iteration 21Q: 3 clusters Score -8491086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -8491088.000000 Penalty: 5336.046387
	Iteration 22Q: 3 clusters Score -8491088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8491095.000000 Penalty: 5336.046387
	Iteration 23Q: 3 clusters Score -8491095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8491095.000000 Penalty: 5336.046387
	Iteration 24F: 3 clusters Score -8491095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Entering Unmasked Estep 
Score: -5724884.000000 Penalty: 2573.847168
	Iteration 0F: 2 clusters Score -5724884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5702865.000000 Penalty: 5147.694336
	Iteration 0F: 3 clusters Score -5702865 nChanged 14626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5711000.500000 Penalty: 5147.694336
	Iteration 1F: 3 clusters Score -5711000 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -5711815.000000 Penalty: 5147.694336
	Iteration 2F: 3 clusters Score -5711815 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -5712920.500000 Penalty: 5147.694336
	Iteration 3F: 3 clusters Score -5712920 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5714491.500000 Penalty: 5147.694336
	Iteration 4F: 3 clusters Score -5714492 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -5716619.500000 Penalty: 5147.694336
	Iteration 5F: 3 clusters Score -5716620 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -5718918.000000 Penalty: 5147.694336
	Iteration 6F: 3 clusters Score -5718918 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5720705.500000 Penalty: 5147.694336
	Iteration 7F: 3 clusters Score -5720706 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5721771.500000 Penalty: 5147.694336
	Iteration 8Q: 3 clusters Score -5721772 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5722316.500000 Penalty: 5147.694336
	Iteration 9Q: 3 clusters Score -5722316 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5722631.000000 Penalty: 5147.694336
	Iteration 10Q: 3 clusters Score -5722631 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5722758.000000 Penalty: 5147.694336
	Iteration 11Q: 3 clusters Score -5722758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5722821.500000 Penalty: 5147.694336
	Iteration 12Q: 3 clusters Score -5722822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5722839.500000 Penalty: 5147.694336
	Iteration 13Q: 3 clusters Score -5722840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5722862.500000 Penalty: 5147.694336
	Iteration 14Q: 3 clusters Score -5722862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5722871.000000 Penalty: 5147.694336
	Iteration 15Q: 3 clusters Score -5722871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5722876.000000 Penalty: 5147.694336
	Iteration 16Q: 3 clusters Score -5722876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5722881.000000 Penalty: 5147.694336
	Iteration 17Q: 3 clusters Score -5722881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5722874.500000 Penalty: 5147.694336
	Iteration 18Q: 3 clusters Score -5722874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5722888.000000 Penalty: 5147.694336
	Iteration 19Q: 3 clusters Score -5722888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5722884.500000 Penalty: 5147.694336
	Iteration 20F: 3 clusters Score -5722884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5722886.000000 Penalty: 5147.694336
	Iteration 21Q: 3 clusters Score -5722886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5722886.500000 Penalty: 5147.694336
	Iteration 22Q: 3 clusters Score -5722886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5722884.000000 Penalty: 5147.694336
	Iteration 23Q: 3 clusters Score -5722884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5722889.500000 Penalty: 5147.694336
	Iteration 24Q: 3 clusters Score -5722890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5722888.000000 Penalty: 5147.694336
	Iteration 25Q: 3 clusters Score -5722888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5722888.000000 Penalty: 5147.694336
	Iteration 26Q: 3 clusters Score -5722888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5722887.000000 Penalty: 5147.694336
	Iteration 27Q: 3 clusters Score -5722887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5722887.000000 Penalty: 5147.694336
	Iteration 28F: 3 clusters Score -5722887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -762436.562500 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -762436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -758218.000000 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -758218 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -759312.562500 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -759312.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -759612.312500 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -759612.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -759826.500000 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -759826.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -759995.687500 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -759995.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -760184.375000 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -760184.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -760371.062500 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -760371.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -760585.562500 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -760585.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -760835.312500 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -760835.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -761077.250000 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -761077.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -761194.875000 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -761194.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -761265.312500 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -761265.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -761322.437500 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -761322.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -761376.000000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -761376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -761424.500000 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -761424.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -761474.875000 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -761474.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -761525.750000 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -761525.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -761550.687500 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -761550.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -761573.187500 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -761573.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -761593.500000 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -761593.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -761606.437500 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -761606.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -761613.500000 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -761613.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -761622.687500 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -761622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -761627.250000 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -761627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -761630.875000 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -761630.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -761635.437500 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -761635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -761641.562500 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -761641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -761644.687500 Penalty: 4170.170410
	Iteration 27Q: 3 clusters Score -761644.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -761648.812500 Penalty: 4170.170410
	Iteration 28Q: 3 clusters Score -761648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -761655.187500 Penalty: 4170.170410
	Iteration 29Q: 3 clusters Score -761655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -761660.687500 Penalty: 4170.170410
	Iteration 30Q: 3 clusters Score -761660.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -761668.250000 Penalty: 4170.170410
	Iteration 31Q: 3 clusters Score -761668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -761672.312500 Penalty: 4170.170410
	Iteration 32Q: 3 clusters Score -761672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -761675.562500 Penalty: 4170.170410
	Iteration 33Q: 3 clusters Score -761675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -761678.500000 Penalty: 4170.170410
	Iteration 34Q: 3 clusters Score -761678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -761678.125000 Penalty: 4170.170410
	Iteration 35Q: 3 clusters Score -761678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -761679.625000 Penalty: 4170.170410
	Iteration 36Q: 3 clusters Score -761679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -761680.875000 Penalty: 4170.170410
	Iteration 37Q: 3 clusters Score -761680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -761684.062500 Penalty: 4170.170410
	Iteration 38Q: 3 clusters Score -761684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -761685.250000 Penalty: 4170.170410
	Iteration 39Q: 3 clusters Score -761685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -761686.125000 Penalty: 4170.170410
	Iteration 40F: 3 clusters Score -761686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -761686.750000 Penalty: 4170.170410
	Iteration 41Q: 3 clusters Score -761686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -761687.875000 Penalty: 4170.170410
	Iteration 42Q: 3 clusters Score -761687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -761688.125000 Penalty: 4170.170410
	Iteration 43Q: 3 clusters Score -761688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -761688.125000 Penalty: 4170.170410
	Iteration 44F: 3 clusters Score -761688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -447113.812500 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -447113.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -444096.937500 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -444096.9 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -444787.312500 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -444787.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -445101.468750 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -445101.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -445384.156250 Penalty: 3915.766846
	Iteration 3F: 3 clusters Score -445384.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -445553.593750 Penalty: 3915.766846
	Iteration 4F: 3 clusters Score -445553.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -445669.562500 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -445669.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -445737.375000 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -445737.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -445769.625000 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -445769.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -445795.468750 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -445795.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -445818.937500 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -445818.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -445844.125000 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -445844.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -445863.375000 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -445863.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -445875.156250 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -445875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -445884.281250 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -445884.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -445896.312500 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -445896.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -445908.093750 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -445908.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -445916.156250 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -445916.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -445924.125000 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -445924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -445934.312500 Penalty: 3915.766846
	Iteration 18Q: 3 clusters Score -445934.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -445945.875000 Penalty: 3915.766846
	Iteration 19Q: 3 clusters Score -445945.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -445955.406250 Penalty: 3915.766846
	Iteration 20F: 3 clusters Score -445955.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -445961.187500 Penalty: 3915.766846
	Iteration 21Q: 3 clusters Score -445961.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -445968.406250 Penalty: 3915.766846
	Iteration 22Q: 3 clusters Score -445968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -445975.218750 Penalty: 3915.766846
	Iteration 23Q: 3 clusters Score -445975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -445983.468750 Penalty: 3915.766846
	Iteration 24Q: 3 clusters Score -445983.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -445991.968750 Penalty: 3915.766846
	Iteration 25Q: 3 clusters Score -445992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -445998.437500 Penalty: 3915.766846
	Iteration 26Q: 3 clusters Score -445998.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -446009.343750 Penalty: 3915.766846
	Iteration 27Q: 3 clusters Score -446009.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -446016.375000 Penalty: 3915.766846
	Iteration 28Q: 3 clusters Score -446016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -446027.562500 Penalty: 3915.766846
	Iteration 29Q: 3 clusters Score -446027.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -446037.750000 Penalty: 3915.766846
	Iteration 30Q: 3 clusters Score -446037.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -446044.781250 Penalty: 3915.766846
	Iteration 31Q: 3 clusters Score -446044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -446050.375000 Penalty: 3915.766846
	Iteration 32Q: 3 clusters Score -446050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -446053.562500 Penalty: 3915.766846
	Iteration 33Q: 3 clusters Score -446053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -446056.218750 Penalty: 3915.766846
	Iteration 34Q: 3 clusters Score -446056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -446058.093750 Penalty: 3915.766846
	Iteration 35Q: 3 clusters Score -446058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -446060.000000 Penalty: 3915.766846
	Iteration 36Q: 3 clusters Score -446060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -446060.000000 Penalty: 3915.766846
	Iteration 37F: 3 clusters Score -446060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Entering Unmasked Estep 
Score: -7636034.000000 Penalty: 2643.035156
	Iteration 0F: 2 clusters Score -7636034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -7607663.500000 Penalty: 5286.070312
	Iteration 0F: 3 clusters Score -7607664 nChanged 19770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -7618693.000000 Penalty: 5286.070312
	Iteration 1F: 3 clusters Score -7618693 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -7619255.000000 Penalty: 5286.070312
	Iteration 2Q: 3 clusters Score -7619255 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -7619914.000000 Penalty: 5286.070312
	Iteration 3Q: 3 clusters Score -7619914 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -7621032.500000 Penalty: 5286.070312
	Iteration 4Q: 3 clusters Score -7621032 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -7622463.500000 Penalty: 5286.070312
	Iteration 5Q: 3 clusters Score -7622464 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -7624204.000000 Penalty: 5286.070312
	Iteration 6F: 3 clusters Score -7624204 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -7626378.000000 Penalty: 5286.070312
	Iteration 7F: 3 clusters Score -7626378 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -7628765.500000 Penalty: 5286.070312
	Iteration 8F: 3 clusters Score -7628766 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7630857.000000 Penalty: 5286.070312
	Iteration 9F: 3 clusters Score -7630857 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -7632446.000000 Penalty: 5286.070312
	Iteration 10F: 3 clusters Score -7632446 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -7633534.500000 Penalty: 5286.070312
	Iteration 11Q: 3 clusters Score -7633534 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -7634200.500000 Penalty: 5286.070312
	Iteration 12Q: 3 clusters Score -7634200 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -7634521.000000 Penalty: 5286.070312
	Iteration 13Q: 3 clusters Score -7634521 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -7634722.500000 Penalty: 5286.070312
	Iteration 14Q: 3 clusters Score -7634722 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -7634862.000000 Penalty: 5286.070312
	Iteration 15Q: 3 clusters Score -7634862 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -7634905.500000 Penalty: 5286.070312
	Iteration 16Q: 3 clusters Score -7634906 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -7634935.500000 Penalty: 5286.070312
	Iteration 17Q: 3 clusters Score -7634936 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -7634969.000000 Penalty: 5286.070312
	Iteration 18Q: 3 clusters Score -7634969 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -7634986.500000 Penalty: 5286.070312
	Iteration 19Q: 3 clusters Score -7634986 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -7635033.000000 Penalty: 5286.070312
	Iteration 20F: 3 clusters Score -7635033 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -7635040.000000 Penalty: 5286.070312
	Iteration 21Q: 3 clusters Score -7635040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -7635072.000000 Penalty: 5286.070312
	Iteration 22Q: 3 clusters Score -7635072 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -7635100.000000 Penalty: 5286.070312
	Iteration 23Q: 3 clusters Score -7635100 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -7635121.500000 Penalty: 5286.070312
	Iteration 24Q: 3 clusters Score -7635122 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -7635153.000000 Penalty: 5286.070312
	Iteration 25Q: 3 clusters Score -7635153 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -7635171.000000 Penalty: 5286.070312
	Iteration 26Q: 3 clusters Score -7635171 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -7635197.000000 Penalty: 5286.070312
	Iteration 27Q: 3 clusters Score -7635197 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -7635216.500000 Penalty: 5286.070312
	Iteration 28Q: 3 clusters Score -7635216 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -7635214.500000 Penalty: 5286.070312
	Iteration 29Q: 3 clusters Score -7635214 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -7635222.000000 Penalty: 5286.070312
	Iteration 30Q: 3 clusters Score -7635222 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -7635266.000000 Penalty: 5286.070312
	Iteration 31Q: 3 clusters Score -7635266 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -7635277.500000 Penalty: 5286.070312
	Iteration 32Q: 3 clusters Score -7635278 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -7635271.000000 Penalty: 5286.070312
	Iteration 33Q: 3 clusters Score -7635271 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -7635273.500000 Penalty: 5286.070312
	Iteration 34Q: 3 clusters Score -7635274 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -7635290.000000 Penalty: 5286.070312
	Iteration 35Q: 3 clusters Score -7635290 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -7635284.000000 Penalty: 5286.070312
	Iteration 36Q: 3 clusters Score -7635284 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -7635317.000000 Penalty: 5286.070312
	Iteration 37Q: 3 clusters Score -7635317 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -7635334.000000 Penalty: 5286.070312
	Iteration 38Q: 3 clusters Score -7635334 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -7635391.500000 Penalty: 5286.070312
	Iteration 39Q: 3 clusters Score -7635392 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -7635415.000000 Penalty: 5286.070312
	Iteration 40F: 3 clusters Score -7635415 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -7635397.500000 Penalty: 5286.070312
	Iteration 41Q: 3 clusters Score -7635398 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -7635423.500000 Penalty: 5286.070312
	Iteration 42Q: 3 clusters Score -7635424 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -7635451.500000 Penalty: 5286.070312
	Iteration 43Q: 3 clusters Score -7635452 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -7635469.000000 Penalty: 5286.070312
	Iteration 44Q: 3 clusters Score -7635469 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -7635464.500000 Penalty: 5286.070312
	Iteration 45Q: 3 clusters Score -7635464 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -7635486.500000 Penalty: 5286.070312
	Iteration 46Q: 3 clusters Score -7635486 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -7635482.000000 Penalty: 5286.070312
	Iteration 47Q: 3 clusters Score -7635482 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -7635478.500000 Penalty: 5286.070312
	Iteration 48Q: 3 clusters Score -7635478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -7635522.500000 Penalty: 5286.070312
	Iteration 49Q: 3 clusters Score -7635522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -7635537.000000 Penalty: 5286.070312
	Iteration 50Q: 3 clusters Score -7635537 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -7635528.500000 Penalty: 5286.070312
	Iteration 51Q: 3 clusters Score -7635528 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -7635559.500000 Penalty: 5286.070312
	Iteration 52Q: 3 clusters Score -7635560 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -7635568.000000 Penalty: 5286.070312
	Iteration 53Q: 3 clusters Score -7635568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -7635574.500000 Penalty: 5286.070312
	Iteration 54Q: 3 clusters Score -7635574 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -7635567.000000 Penalty: 5286.070312
	Iteration 55Q: 3 clusters Score -7635567 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -7635579.500000 Penalty: 5286.070312
	Iteration 56Q: 3 clusters Score -7635580 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -7635591.000000 Penalty: 5286.070312
	Iteration 57Q: 3 clusters Score -7635591 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -7635576.500000 Penalty: 5286.070312
	Iteration 58Q: 3 clusters Score -7635576 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -7635562.000000 Penalty: 5286.070312
	Iteration 59Q: 3 clusters Score -7635562 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -7635509.500000 Penalty: 5286.070312
	Iteration 60F: 3 clusters Score -7635510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -7635529.500000 Penalty: 5286.070312
	Iteration 61Q: 3 clusters Score -7635530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7635539.500000 Penalty: 5286.070312
	Iteration 62Q: 3 clusters Score -7635540 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -7635559.500000 Penalty: 5286.070312
	Iteration 63Q: 3 clusters Score -7635560 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -7635566.500000 Penalty: 5286.070312
	Iteration 64Q: 3 clusters Score -7635566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -7635563.000000 Penalty: 5286.070312
	Iteration 65Q: 3 clusters Score -7635563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7635559.500000 Penalty: 5286.070312
	Iteration 66Q: 3 clusters Score -7635560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -7635571.500000 Penalty: 5286.070312
	Iteration 67Q: 3 clusters Score -7635572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7635593.000000 Penalty: 5286.070312
	Iteration 68Q: 3 clusters Score -7635593 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -7635570.500000 Penalty: 5286.070312
	Iteration 69Q: 3 clusters Score -7635570 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -7635565.000000 Penalty: 5286.070312
	Iteration 70Q: 3 clusters Score -7635565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7635558.000000 Penalty: 5286.070312
	Iteration 71Q: 3 clusters Score -7635558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7635563.500000 Penalty: 5286.070312
	Iteration 72Q: 3 clusters Score -7635564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -7635587.500000 Penalty: 5286.070312
	Iteration 73Q: 3 clusters Score -7635588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -7635579.000000 Penalty: 5286.070312
	Iteration 74Q: 3 clusters Score -7635579 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -7635591.500000 Penalty: 5286.070312
	Iteration 75Q: 3 clusters Score -7635592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -7635590.000000 Penalty: 5286.070312
	Iteration 76Q: 3 clusters Score -7635590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -7635586.000000 Penalty: 5286.070312
	Iteration 77Q: 3 clusters Score -7635586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7635584.000000 Penalty: 5286.070312
	Iteration 78Q: 3 clusters Score -7635584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -7635568.500000 Penalty: 5286.070312
	Iteration 79Q: 3 clusters Score -7635568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -7635550.000000 Penalty: 5286.070312
	Iteration 80F: 3 clusters Score -7635550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -7635564.000000 Penalty: 5286.070312
	Iteration 81Q: 3 clusters Score -7635564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -7635553.500000 Penalty: 5286.070312
	Iteration 82Q: 3 clusters Score -7635554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -7635560.000000 Penalty: 5286.070312
	Iteration 83Q: 3 clusters Score -7635560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7635560.000000 Penalty: 5286.070312
	Iteration 84Q: 3 clusters Score -7635560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7635558.500000 Penalty: 5286.070312
	Iteration 85Q: 3 clusters Score -7635558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -7635570.500000 Penalty: 5286.070312
	Iteration 86Q: 3 clusters Score -7635570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7635555.500000 Penalty: 5286.070312
	Iteration 87Q: 3 clusters Score -7635556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7635553.500000 Penalty: 5286.070312
	Iteration 88Q: 3 clusters Score -7635554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7635553.000000 Penalty: 5286.070312
	Iteration 89Q: 3 clusters Score -7635553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -7635545.500000 Penalty: 5286.070312
	Iteration 90Q: 3 clusters Score -7635546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7635544.500000 Penalty: 5286.070312
	Iteration 91Q: 3 clusters Score -7635544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7635547.000000 Penalty: 5286.070312
	Iteration 92Q: 3 clusters Score -7635547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7635528.500000 Penalty: 5286.070312
	Iteration 93Q: 3 clusters Score -7635528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7635538.000000 Penalty: 5286.070312
	Iteration 94Q: 3 clusters Score -7635538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7635538.500000 Penalty: 5286.070312
	Iteration 95Q: 3 clusters Score -7635538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7635525.500000 Penalty: 5286.070312
	Iteration 96Q: 3 clusters Score -7635526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7635527.000000 Penalty: 5286.070312
	Iteration 97Q: 3 clusters Score -7635527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7635512.000000 Penalty: 5286.070312
	Iteration 98Q: 3 clusters Score -7635512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -7635515.000000 Penalty: 5286.070312
	Iteration 99Q: 3 clusters Score -7635515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7635521.500000 Penalty: 5286.070312
	Iteration 100F: 3 clusters Score -7635522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7635517.000000 Penalty: 5286.070312
	Iteration 101Q: 3 clusters Score -7635517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -7635511.500000 Penalty: 5286.070312
	Iteration 102Q: 3 clusters Score -7635512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7635506.500000 Penalty: 5286.070312
	Iteration 103Q: 3 clusters Score -7635506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -7635523.500000 Penalty: 5286.070312
	Iteration 104Q: 3 clusters Score -7635524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7635517.500000 Penalty: 5286.070312
	Iteration 105Q: 3 clusters Score -7635518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -7635532.500000 Penalty: 5286.070312
	Iteration 106Q: 3 clusters Score -7635532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7635528.000000 Penalty: 5286.070312
	Iteration 107Q: 3 clusters Score -7635528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7635506.500000 Penalty: 5286.070312
	Iteration 108Q: 3 clusters Score -7635506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7635494.500000 Penalty: 5286.070312
	Iteration 109Q: 3 clusters Score -7635494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -7635479.500000 Penalty: 5286.070312
	Iteration 110Q: 3 clusters Score -7635480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7635496.500000 Penalty: 5286.070312
	Iteration 111Q: 3 clusters Score -7635496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7635498.500000 Penalty: 5286.070312
	Iteration 112Q: 3 clusters Score -7635498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7635486.000000 Penalty: 5286.070312
	Iteration 113Q: 3 clusters Score -7635486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7635497.500000 Penalty: 5286.070312
	Iteration 114Q: 3 clusters Score -7635498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7635499.500000 Penalty: 5286.070312
	Iteration 115Q: 3 clusters Score -7635500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7635496.000000 Penalty: 5286.070312
	Iteration 116Q: 3 clusters Score -7635496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7635492.500000 Penalty: 5286.070312
	Iteration 117Q: 3 clusters Score -7635492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7635495.000000 Penalty: 5286.070312
	Iteration 118Q: 3 clusters Score -7635495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7635487.000000 Penalty: 5286.070312
	Iteration 119Q: 3 clusters Score -7635487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7635488.500000 Penalty: 5286.070312
	Iteration 120F: 3 clusters Score -7635488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7635484.500000 Penalty: 5286.070312
	Iteration 121Q: 3 clusters Score -7635484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -7635490.000000 Penalty: 5286.070312
	Iteration 122Q: 3 clusters Score -7635490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7635485.500000 Penalty: 5286.070312
	Iteration 123Q: 3 clusters Score -7635486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7635484.500000 Penalty: 5286.070312
	Iteration 124Q: 3 clusters Score -7635484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7635479.000000 Penalty: 5286.070312
	Iteration 125Q: 3 clusters Score -7635479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7635486.500000 Penalty: 5286.070312
	Iteration 126Q: 3 clusters Score -7635486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -7635496.500000 Penalty: 5286.070312
	Iteration 127Q: 3 clusters Score -7635496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -7635500.000000 Penalty: 5286.070312
	Iteration 128Q: 3 clusters Score -7635500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -7635492.000000 Penalty: 5286.070312
	Iteration 129Q: 3 clusters Score -7635492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7635497.000000 Penalty: 5286.070312
	Iteration 130Q: 3 clusters Score -7635497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7635489.000000 Penalty: 5286.070312
	Iteration 131Q: 3 clusters Score -7635489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7635477.500000 Penalty: 5286.070312
	Iteration 132Q: 3 clusters Score -7635478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7635472.000000 Penalty: 5286.070312
	Iteration 133Q: 3 clusters Score -7635472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7635480.000000 Penalty: 5286.070312
	Iteration 134Q: 3 clusters Score -7635480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -7635476.000000 Penalty: 5286.070312
	Iteration 135Q: 3 clusters Score -7635476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7635471.500000 Penalty: 5286.070312
	Iteration 136Q: 3 clusters Score -7635472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7635462.000000 Penalty: 5286.070312
	Iteration 137Q: 3 clusters Score -7635462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7635463.000000 Penalty: 5286.070312
	Iteration 138Q: 3 clusters Score -7635463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7635467.000000 Penalty: 5286.070312
	Iteration 139Q: 3 clusters Score -7635467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -7635466.000000 Penalty: 5286.070312
	Iteration 140F: 3 clusters Score -7635466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -7635465.000000 Penalty: 5286.070312
	Iteration 141Q: 3 clusters Score -7635465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7635465.500000 Penalty: 5286.070312
	Iteration 142Q: 3 clusters Score -7635466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7635465.500000 Penalty: 5286.070312
	Iteration 143Q: 3 clusters Score -7635466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7635465.500000 Penalty: 5286.070312
	Iteration 144F: 3 clusters Score -7635466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Entering Unmasked Estep 
Score: -8479257.000000 Penalty: 2670.552734
	Iteration 0F: 2 clusters Score -8479257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8447920.000000 Penalty: 5341.105469
	Iteration 0F: 3 clusters Score -8447920 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -8460449.000000 Penalty: 5341.105469
	Iteration 1F: 3 clusters Score -8460449 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8461442.000000 Penalty: 5341.105469
	Iteration 2Q: 3 clusters Score -8461442 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8462659.000000 Penalty: 5341.105469
	Iteration 3F: 3 clusters Score -8462659 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -8464283.000000 Penalty: 5341.105469
	Iteration 4F: 3 clusters Score -8464283 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -8466302.000000 Penalty: 5341.105469
	Iteration 5F: 3 clusters Score -8466302 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -8468482.000000 Penalty: 5341.105469
	Iteration 6F: 3 clusters Score -8468482 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8470468.000000 Penalty: 5341.105469
	Iteration 7F: 3 clusters Score -8470468 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -8472215.000000 Penalty: 5341.105469
	Iteration 8F: 3 clusters Score -8472215 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -8473612.000000 Penalty: 5341.105469
	Iteration 9Q: 3 clusters Score -8473612 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -8474493.000000 Penalty: 5341.105469
	Iteration 10Q: 3 clusters Score -8474493 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -8475032.000000 Penalty: 5341.105469
	Iteration 11Q: 3 clusters Score -8475032 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -8475364.000000 Penalty: 5341.105469
	Iteration 12Q: 3 clusters Score -8475364 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -8475587.000000 Penalty: 5341.105469
	Iteration 13Q: 3 clusters Score -8475587 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -8475842.000000 Penalty: 5341.105469
	Iteration 14Q: 3 clusters Score -8475842 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -8476006.000000 Penalty: 5341.105469
	Iteration 15Q: 3 clusters Score -8476006 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -8476178.000000 Penalty: 5341.105469
	Iteration 16Q: 3 clusters Score -8476178 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -8476337.000000 Penalty: 5341.105469
	Iteration 17Q: 3 clusters Score -8476337 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -8476509.000000 Penalty: 5341.105469
	Iteration 18Q: 3 clusters Score -8476509 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -8476628.000000 Penalty: 5341.105469
	Iteration 19Q: 3 clusters Score -8476628 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -8476748.000000 Penalty: 5341.105469
	Iteration 20F: 3 clusters Score -8476748 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -8476818.000000 Penalty: 5341.105469
	Iteration 21Q: 3 clusters Score -8476818 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8476917.000000 Penalty: 5341.105469
	Iteration 22Q: 3 clusters Score -8476917 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8477012.000000 Penalty: 5341.105469
	Iteration 23Q: 3 clusters Score -8477012 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8477103.000000 Penalty: 5341.105469
	Iteration 24Q: 3 clusters Score -8477103 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -8477200.000000 Penalty: 5341.105469
	Iteration 25Q: 3 clusters Score -8477200 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -8477301.000000 Penalty: 5341.105469
	Iteration 26Q: 3 clusters Score -8477301 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -8477384.000000 Penalty: 5341.105469
	Iteration 27Q: 3 clusters Score -8477384 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -8477419.000000 Penalty: 5341.105469
	Iteration 28Q: 3 clusters Score -8477419 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8477484.000000 Penalty: 5341.105469
	Iteration 29Q: 3 clusters Score -8477484 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -8477521.000000 Penalty: 5341.105469
	Iteration 30Q: 3 clusters Score -8477521 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -8477545.000000 Penalty: 5341.105469
	Iteration 31Q: 3 clusters Score -8477545 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8477587.000000 Penalty: 5341.105469
	Iteration 32Q: 3 clusters Score -8477587 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -8477608.000000 Penalty: 5341.105469
	Iteration 33Q: 3 clusters Score -8477608 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8477665.000000 Penalty: 5341.105469
	Iteration 34Q: 3 clusters Score -8477665 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8477683.000000 Penalty: 5341.105469
	Iteration 35Q: 3 clusters Score -8477683 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8477697.000000 Penalty: 5341.105469
	Iteration 36Q: 3 clusters Score -8477697 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8477720.000000 Penalty: 5341.105469
	Iteration 37Q: 3 clusters Score -8477720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8477757.000000 Penalty: 5341.105469
	Iteration 38Q: 3 clusters Score -8477757 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8477764.000000 Penalty: 5341.105469
	Iteration 39Q: 3 clusters Score -8477764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8477764.000000 Penalty: 5341.105469
	Iteration 40F: 3 clusters Score -8477764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8477792.000000 Penalty: 5341.105469
	Iteration 41Q: 3 clusters Score -8477792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8477802.000000 Penalty: 5341.105469
	Iteration 42Q: 3 clusters Score -8477802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8477818.000000 Penalty: 5341.105469
	Iteration 43Q: 3 clusters Score -8477818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8477803.000000 Penalty: 5341.105469
	Iteration 44Q: 3 clusters Score -8477803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8477820.000000 Penalty: 5341.105469
	Iteration 45Q: 3 clusters Score -8477820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8477830.000000 Penalty: 5341.105469
	Iteration 46Q: 3 clusters Score -8477830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8477853.000000 Penalty: 5341.105469
	Iteration 47Q: 3 clusters Score -8477853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8477851.000000 Penalty: 5341.105469
	Iteration 48Q: 3 clusters Score -8477851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8477850.000000 Penalty: 5341.105469
	Iteration 49Q: 3 clusters Score -8477850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8477861.000000 Penalty: 5341.105469
	Iteration 50Q: 3 clusters Score -8477861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8477871.000000 Penalty: 5341.105469
	Iteration 51Q: 3 clusters Score -8477871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8477849.000000 Penalty: 5341.105469
	Iteration 52Q: 3 clusters Score -8477849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8477877.000000 Penalty: 5341.105469
	Iteration 53Q: 3 clusters Score -8477877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8477889.000000 Penalty: 5341.105469
	Iteration 54Q: 3 clusters Score -8477889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8477864.000000 Penalty: 5341.105469
	Iteration 55Q: 3 clusters Score -8477864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8477848.000000 Penalty: 5341.105469
	Iteration 56Q: 3 clusters Score -8477848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8477849.000000 Penalty: 5341.105469
	Iteration 57Q: 3 clusters Score -8477849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8477863.000000 Penalty: 5341.105469
	Iteration 58Q: 3 clusters Score -8477863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8477889.000000 Penalty: 5341.105469
	Iteration 59Q: 3 clusters Score -8477889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8477887.000000 Penalty: 5341.105469
	Iteration 60F: 3 clusters Score -8477887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8477899.000000 Penalty: 5341.105469
	Iteration 61Q: 3 clusters Score -8477899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8477890.000000 Penalty: 5341.105469
	Iteration 62Q: 3 clusters Score -8477890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8477890.000000 Penalty: 5341.105469
	Iteration 63Q: 3 clusters Score -8477890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8477888.000000 Penalty: 5341.105469
	Iteration 64Q: 3 clusters Score -8477888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8477885.000000 Penalty: 5341.105469
	Iteration 65Q: 3 clusters Score -8477885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8477879.000000 Penalty: 5341.105469
	Iteration 66Q: 3 clusters Score -8477879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8477881.000000 Penalty: 5341.105469
	Iteration 67Q: 3 clusters Score -8477881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8477885.000000 Penalty: 5341.105469
	Iteration 68Q: 3 clusters Score -8477885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8477882.000000 Penalty: 5341.105469
	Iteration 69Q: 3 clusters Score -8477882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8477885.000000 Penalty: 5341.105469
	Iteration 70Q: 3 clusters Score -8477885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8477882.000000 Penalty: 5341.105469
	Iteration 71Q: 3 clusters Score -8477882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8477884.000000 Penalty: 5341.105469
	Iteration 72Q: 3 clusters Score -8477884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8477884.000000 Penalty: 5341.105469
	Iteration 73F: 3 clusters Score -8477884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -2376736.750000 Penalty: 2367.662598
	Iteration 0F: 2 clusters Score -2376737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2366526.750000 Penalty: 4735.325195
	Iteration 0F: 3 clusters Score -2366527 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2369943.500000 Penalty: 4735.325195
	Iteration 1F: 3 clusters Score -2369944 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2370557.000000 Penalty: 4735.325195
	Iteration 2F: 3 clusters Score -2370557 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2371083.750000 Penalty: 4735.325195
	Iteration 3F: 3 clusters Score -2371084 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2371588.000000 Penalty: 4735.325195
	Iteration 4F: 3 clusters Score -2371588 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2372026.000000 Penalty: 4735.325195
	Iteration 5F: 3 clusters Score -2372026 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2372502.750000 Penalty: 4735.325195
	Iteration 6Q: 3 clusters Score -2372503 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2373003.250000 Penalty: 4735.325195
	Iteration 7F: 3 clusters Score -2373003 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2373503.000000 Penalty: 4735.325195
	Iteration 8F: 3 clusters Score -2373503 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2373965.750000 Penalty: 4735.325195
	Iteration 9Q: 3 clusters Score -2373966 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2374481.000000 Penalty: 4735.325195
	Iteration 10Q: 3 clusters Score -2374481 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2374937.750000 Penalty: 4735.325195
	Iteration 11Q: 3 clusters Score -2374938 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2375354.000000 Penalty: 4735.325195
	Iteration 12Q: 3 clusters Score -2375354 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2375777.250000 Penalty: 4735.325195
	Iteration 13Q: 3 clusters Score -2375777 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2376155.750000 Penalty: 4735.325195
	Iteration 14Q: 3 clusters Score -2376156 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2376337.750000 Penalty: 4735.325195
	Iteration 15Q: 3 clusters Score -2376338 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2376447.750000 Penalty: 4735.325195
	Iteration 16Q: 3 clusters Score -2376448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2376557.500000 Penalty: 4735.325195
	Iteration 17Q: 3 clusters Score -2376558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2376684.000000 Penalty: 4735.325195
	Iteration 18Q: 3 clusters Score -2376684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2376835.250000 Penalty: 4735.325195
	Iteration 19Q: 3 clusters Score -2376835 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2376956.000000 Penalty: 4735.325195
	Iteration 20F: 3 clusters Score -2376956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2377027.750000 Penalty: 4735.325195
	Iteration 21Q: 3 clusters Score -2377028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2377044.500000 Penalty: 4735.325195
	Iteration 22Q: 3 clusters Score -2377044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2377048.750000 Penalty: 4735.325195
	Iteration 23Q: 3 clusters Score -2377049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2377056.000000 Penalty: 4735.325195
	Iteration 24Q: 3 clusters Score -2377056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2377064.500000 Penalty: 4735.325195
	Iteration 25Q: 3 clusters Score -2377064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2377061.250000 Penalty: 4735.325195
	Iteration 26Q: 3 clusters Score -2377061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2377061.250000 Penalty: 4735.325195
	Iteration 27Q: 3 clusters Score -2377061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2377060.000000 Penalty: 4735.325195
	Iteration 28Q: 3 clusters Score -2377060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2377060.000000 Penalty: 4735.325195
	Iteration 29Q: 3 clusters Score -2377060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2377062.500000 Penalty: 4735.325195
	Iteration 30Q: 3 clusters Score -2377062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2377058.750000 Penalty: 4735.325195
	Iteration 31Q: 3 clusters Score -2377059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2377060.500000 Penalty: 4735.325195
	Iteration 32Q: 3 clusters Score -2377060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2377060.500000 Penalty: 4735.325195
	Iteration 33F: 3 clusters Score -2377060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 47012 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42506 members 
Mstep: Class 7 contains 47494 members 
Mstep: Class 8 contains 12356 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 38938 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 50570 members 
Mstep: Class 15 contains 45648 members 
Mstep: Class 16 contains 9591 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 43388 members 
Mstep: Class 20 contains 15986 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35568 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 13589 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49648 members 
Mstep: Class 27 contains 43690 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41310 members 
Mstep: Class 32 contains 48412 members 
Mstep: Class 33 contains 69801 members 
Mstep: Class 34 contains 26265 members 
Mstep: Class 35 contains 41035 members 
Mstep: Class 36 contains 19601 members 
Mstep: Class 37 contains 38939 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44052 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58947 members 
Mstep: Class 42 contains 47497 members 
Mstep: Class 43 contains 1647 members 
Entering Unmasked Estep 
Score: -196414048.000000 Penalty: 148555.890625
Splitting cluster 8 changes total score from -196414752.000000 to -196414048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Entering Unmasked Estep 
Score: -7385415.500000 Penalty: 2636.640625
	Iteration 0F: 2 clusters Score -7385416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -7357801.000000 Penalty: 5273.281250
	Iteration 0F: 3 clusters Score -7357801 nChanged 18797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -7368486.500000 Penalty: 5273.281250
	Iteration 1F: 3 clusters Score -7368486 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -7369229.000000 Penalty: 5273.281250
	Iteration 2Q: 3 clusters Score -7369229 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -7369942.000000 Penalty: 5273.281250
	Iteration 3Q: 3 clusters Score -7369942 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -7370795.000000 Penalty: 5273.281250
	Iteration 4Q: 3 clusters Score -7370795 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -7371823.000000 Penalty: 5273.281250
	Iteration 5Q: 3 clusters Score -7371823 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -7372812.500000 Penalty: 5273.281250
	Iteration 6F: 3 clusters Score -7372812 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7373721.500000 Penalty: 5273.281250
	Iteration 7Q: 3 clusters Score -7373722 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -7374507.000000 Penalty: 5273.281250
	Iteration 8Q: 3 clusters Score -7374507 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -7375107.500000 Penalty: 5273.281250
	Iteration 9Q: 3 clusters Score -7375108 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7375615.500000 Penalty: 5273.281250
	Iteration 10Q: 3 clusters Score -7375616 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7376060.000000 Penalty: 5273.281250
	Iteration 11Q: 3 clusters Score -7376060 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -7376406.000000 Penalty: 5273.281250
	Iteration 12Q: 3 clusters Score -7376406 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -7376663.000000 Penalty: 5273.281250
	Iteration 13Q: 3 clusters Score -7376663 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -7376815.000000 Penalty: 5273.281250
	Iteration 14Q: 3 clusters Score -7376815 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -7376997.500000 Penalty: 5273.281250
	Iteration 15Q: 3 clusters Score -7376998 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -7377180.000000 Penalty: 5273.281250
	Iteration 16Q: 3 clusters Score -7377180 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -7377346.000000 Penalty: 5273.281250
	Iteration 17Q: 3 clusters Score -7377346 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -7377533.500000 Penalty: 5273.281250
	Iteration 18Q: 3 clusters Score -7377534 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -7377775.000000 Penalty: 5273.281250
	Iteration 19Q: 3 clusters Score -7377775 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -7378126.000000 Penalty: 5273.281250
	Iteration 20F: 3 clusters Score -7378126 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -7378491.000000 Penalty: 5273.281250
	Iteration 21Q: 3 clusters Score -7378491 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -7378986.000000 Penalty: 5273.281250
	Iteration 22Q: 3 clusters Score -7378986 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -7379508.000000 Penalty: 5273.281250
	Iteration 23Q: 3 clusters Score -7379508 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7380032.500000 Penalty: 5273.281250
	Iteration 24Q: 3 clusters Score -7380032 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -7380641.000000 Penalty: 5273.281250
	Iteration 25Q: 3 clusters Score -7380641 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -7381138.500000 Penalty: 5273.281250
	Iteration 26Q: 3 clusters Score -7381138 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -7381618.500000 Penalty: 5273.281250
	Iteration 27Q: 3 clusters Score -7381618 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -7381963.000000 Penalty: 5273.281250
	Iteration 28Q: 3 clusters Score -7381963 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -7382219.500000 Penalty: 5273.281250
	Iteration 29Q: 3 clusters Score -7382220 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -7382467.000000 Penalty: 5273.281250
	Iteration 30Q: 3 clusters Score -7382467 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -7382695.000000 Penalty: 5273.281250
	Iteration 31Q: 3 clusters Score -7382695 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -7382829.000000 Penalty: 5273.281250
	Iteration 32Q: 3 clusters Score -7382829 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7382915.500000 Penalty: 5273.281250
	Iteration 33Q: 3 clusters Score -7382916 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7382971.500000 Penalty: 5273.281250
	Iteration 34Q: 3 clusters Score -7382972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7383014.500000 Penalty: 5273.281250
	Iteration 35Q: 3 clusters Score -7383014 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7383067.500000 Penalty: 5273.281250
	Iteration 36Q: 3 clusters Score -7383068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7383094.000000 Penalty: 5273.281250
	Iteration 37Q: 3 clusters Score -7383094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7383131.000000 Penalty: 5273.281250
	Iteration 38Q: 3 clusters Score -7383131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -7383146.500000 Penalty: 5273.281250
	Iteration 39Q: 3 clusters Score -7383146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7383171.500000 Penalty: 5273.281250
	Iteration 40F: 3 clusters Score -7383172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7383183.500000 Penalty: 5273.281250
	Iteration 41Q: 3 clusters Score -7383184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -7383209.500000 Penalty: 5273.281250
	Iteration 42Q: 3 clusters Score -7383210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -7383224.000000 Penalty: 5273.281250
	Iteration 43Q: 3 clusters Score -7383224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -7383233.000000 Penalty: 5273.281250
	Iteration 44Q: 3 clusters Score -7383233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7383255.500000 Penalty: 5273.281250
	Iteration 45Q: 3 clusters Score -7383256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -7383255.000000 Penalty: 5273.281250
	Iteration 46Q: 3 clusters Score -7383255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -7383258.500000 Penalty: 5273.281250
	Iteration 47Q: 3 clusters Score -7383258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -7383257.500000 Penalty: 5273.281250
	Iteration 48Q: 3 clusters Score -7383258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -7383259.000000 Penalty: 5273.281250
	Iteration 49Q: 3 clusters Score -7383259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7383262.500000 Penalty: 5273.281250
	Iteration 50Q: 3 clusters Score -7383262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -7383269.000000 Penalty: 5273.281250
	Iteration 51Q: 3 clusters Score -7383269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7383276.500000 Penalty: 5273.281250
	Iteration 52Q: 3 clusters Score -7383276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7383282.500000 Penalty: 5273.281250
	Iteration 53Q: 3 clusters Score -7383282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7383281.500000 Penalty: 5273.281250
	Iteration 54Q: 3 clusters Score -7383282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7383280.000000 Penalty: 5273.281250
	Iteration 55Q: 3 clusters Score -7383280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -7383282.500000 Penalty: 5273.281250
	Iteration 56Q: 3 clusters Score -7383282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -7383286.500000 Penalty: 5273.281250
	Iteration 57Q: 3 clusters Score -7383286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -7383287.500000 Penalty: 5273.281250
	Iteration 58Q: 3 clusters Score -7383288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -7383287.500000 Penalty: 5273.281250
	Iteration 59F: 3 clusters Score -7383288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Entering Unmasked Estep 
Score: -6983922.000000 Penalty: 2621.291992
	Iteration 0F: 2 clusters Score -6983922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -6957781.500000 Penalty: 5242.583984
	Iteration 0F: 3 clusters Score -6957782 nChanged 17765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -6967506.500000 Penalty: 5242.583984
	Iteration 1F: 3 clusters Score -6967506 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -6967947.000000 Penalty: 5242.583984
	Iteration 2Q: 3 clusters Score -6967947 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -6968322.000000 Penalty: 5242.583984
	Iteration 3Q: 3 clusters Score -6968322 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6968626.000000 Penalty: 5242.583984
	Iteration 4Q: 3 clusters Score -6968626 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -6968963.000000 Penalty: 5242.583984
	Iteration 5Q: 3 clusters Score -6968963 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6969215.500000 Penalty: 5242.583984
	Iteration 6Q: 3 clusters Score -6969216 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -6969449.000000 Penalty: 5242.583984
	Iteration 7Q: 3 clusters Score -6969449 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -6969699.500000 Penalty: 5242.583984
	Iteration 8Q: 3 clusters Score -6969700 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -6970023.500000 Penalty: 5242.583984
	Iteration 9Q: 3 clusters Score -6970024 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -6970393.000000 Penalty: 5242.583984
	Iteration 10Q: 3 clusters Score -6970393 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -6970828.500000 Penalty: 5242.583984
	Iteration 11Q: 3 clusters Score -6970828 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -6971439.500000 Penalty: 5242.583984
	Iteration 12Q: 3 clusters Score -6971440 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -6972171.500000 Penalty: 5242.583984
	Iteration 13Q: 3 clusters Score -6972172 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -6973141.500000 Penalty: 5242.583984
	Iteration 14Q: 3 clusters Score -6973142 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -6974112.000000 Penalty: 5242.583984
	Iteration 15Q: 3 clusters Score -6974112 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -6974776.000000 Penalty: 5242.583984
	Iteration 16Q: 3 clusters Score -6974776 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -6975110.500000 Penalty: 5242.583984
	Iteration 17Q: 3 clusters Score -6975110 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -6975301.000000 Penalty: 5242.583984
	Iteration 18Q: 3 clusters Score -6975301 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -6975403.500000 Penalty: 5242.583984
	Iteration 19Q: 3 clusters Score -6975404 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -6975443.500000 Penalty: 5242.583984
	Iteration 20F: 3 clusters Score -6975444 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -6975489.500000 Penalty: 5242.583984
	Iteration 21Q: 3 clusters Score -6975490 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -6975578.000000 Penalty: 5242.583984
	Iteration 22Q: 3 clusters Score -6975578 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -6975670.000000 Penalty: 5242.583984
	Iteration 23Q: 3 clusters Score -6975670 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -6975744.000000 Penalty: 5242.583984
	Iteration 24Q: 3 clusters Score -6975744 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -6975835.000000 Penalty: 5242.583984
	Iteration 25Q: 3 clusters Score -6975835 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -6975900.500000 Penalty: 5242.583984
	Iteration 26Q: 3 clusters Score -6975900 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -6976007.500000 Penalty: 5242.583984
	Iteration 27Q: 3 clusters Score -6976008 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -6976081.000000 Penalty: 5242.583984
	Iteration 28Q: 3 clusters Score -6976081 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -6976180.500000 Penalty: 5242.583984
	Iteration 29Q: 3 clusters Score -6976180 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6976295.500000 Penalty: 5242.583984
	Iteration 30Q: 3 clusters Score -6976296 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -6976434.000000 Penalty: 5242.583984
	Iteration 31Q: 3 clusters Score -6976434 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -6976560.000000 Penalty: 5242.583984
	Iteration 32Q: 3 clusters Score -6976560 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -6976713.500000 Penalty: 5242.583984
	Iteration 33Q: 3 clusters Score -6976714 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -6976899.500000 Penalty: 5242.583984
	Iteration 34Q: 3 clusters Score -6976900 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -6977111.500000 Penalty: 5242.583984
	Iteration 35Q: 3 clusters Score -6977112 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -6977347.500000 Penalty: 5242.583984
	Iteration 36Q: 3 clusters Score -6977348 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -6977610.500000 Penalty: 5242.583984
	Iteration 37Q: 3 clusters Score -6977610 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -6977951.000000 Penalty: 5242.583984
	Iteration 38Q: 3 clusters Score -6977951 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6978263.000000 Penalty: 5242.583984
	Iteration 39Q: 3 clusters Score -6978263 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -6978555.500000 Penalty: 5242.583984
	Iteration 40F: 3 clusters Score -6978556 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6978881.000000 Penalty: 5242.583984
	Iteration 41Q: 3 clusters Score -6978881 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -6979259.000000 Penalty: 5242.583984
	Iteration 42Q: 3 clusters Score -6979259 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6979604.500000 Penalty: 5242.583984
	Iteration 43Q: 3 clusters Score -6979604 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6979903.000000 Penalty: 5242.583984
	Iteration 44Q: 3 clusters Score -6979903 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6980192.500000 Penalty: 5242.583984
	Iteration 45Q: 3 clusters Score -6980192 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6980435.500000 Penalty: 5242.583984
	Iteration 46Q: 3 clusters Score -6980436 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6980671.500000 Penalty: 5242.583984
	Iteration 47Q: 3 clusters Score -6980672 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6980881.000000 Penalty: 5242.583984
	Iteration 48Q: 3 clusters Score -6980881 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6981058.500000 Penalty: 5242.583984
	Iteration 49Q: 3 clusters Score -6981058 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6981203.500000 Penalty: 5242.583984
	Iteration 50Q: 3 clusters Score -6981204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6981290.000000 Penalty: 5242.583984
	Iteration 51Q: 3 clusters Score -6981290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6981373.500000 Penalty: 5242.583984
	Iteration 52Q: 3 clusters Score -6981374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6981420.000000 Penalty: 5242.583984
	Iteration 53Q: 3 clusters Score -6981420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6981455.000000 Penalty: 5242.583984
	Iteration 54Q: 3 clusters Score -6981455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6981486.000000 Penalty: 5242.583984
	Iteration 55Q: 3 clusters Score -6981486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6981502.500000 Penalty: 5242.583984
	Iteration 56Q: 3 clusters Score -6981502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6981522.000000 Penalty: 5242.583984
	Iteration 57Q: 3 clusters Score -6981522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6981529.500000 Penalty: 5242.583984
	Iteration 58Q: 3 clusters Score -6981530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6981540.500000 Penalty: 5242.583984
	Iteration 59Q: 3 clusters Score -6981540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6981552.500000 Penalty: 5242.583984
	Iteration 60F: 3 clusters Score -6981552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6981549.500000 Penalty: 5242.583984
	Iteration 61Q: 3 clusters Score -6981550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6981547.000000 Penalty: 5242.583984
	Iteration 62Q: 3 clusters Score -6981547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6981553.000000 Penalty: 5242.583984
	Iteration 63Q: 3 clusters Score -6981553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6981553.000000 Penalty: 5242.583984
	Iteration 64F: 3 clusters Score -6981553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62005.042969 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62005.04 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 296 members 
Entering Unmasked Estep 
Score: -60516.953125 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60516.95 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60918.449219 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -60918.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61144.519531 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61144.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61289.109375 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -61289.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61374.503906 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61374.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61447.882812 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61447.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61503.070312 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61503.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61559.382812 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61559.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61601.359375 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61601.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61633.660156 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -61633.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61673.734375 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -61673.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61694.410156 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -61694.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61727.648438 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -61727.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61744.375000 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -61744.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61752.121094 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -61752.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61764.867188 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -61764.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61772.218750 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -61772.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61778.964844 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -61778.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61781.976562 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -61781.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61781.976562 Penalty: 3159.470947
	Iteration 19F: 3 clusters Score -61781.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -69755.804688 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -69755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68301.117188 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -68301.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68497.523438 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -68497.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68639.937500 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -68639.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68741.304688 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -68741.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68815.406250 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -68815.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68908.500000 Penalty: 3011.085938
	Iteration 5F: 3 clusters Score -68908.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69006.195312 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -69006.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69098.945312 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -69098.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69206.640625 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -69206.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69288.453125 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -69288.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69325.726562 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -69325.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69369.226562 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -69369.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69401.593750 Penalty: 3011.085938
	Iteration 12Q: 3 clusters Score -69401.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69415.843750 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -69415.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69420.757812 Penalty: 3011.085938
	Iteration 14Q: 3 clusters Score -69420.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69420.757812 Penalty: 3011.085938
	Iteration 15F: 3 clusters Score -69420.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Entering Unmasked Estep 
Score: -2166440.000000 Penalty: 2335.584473
	Iteration 0F: 2 clusters Score -2166440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2157309.500000 Penalty: 4671.168945
	Iteration 0F: 3 clusters Score -2157310 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2160151.500000 Penalty: 4671.168945
	Iteration 1F: 3 clusters Score -2160152 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2160553.500000 Penalty: 4671.168945
	Iteration 2F: 3 clusters Score -2160554 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2160863.000000 Penalty: 4671.168945
	Iteration 3F: 3 clusters Score -2160863 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2161118.500000 Penalty: 4671.168945
	Iteration 4Q: 3 clusters Score -2161118 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2161334.750000 Penalty: 4671.168945
	Iteration 5Q: 3 clusters Score -2161335 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2161512.500000 Penalty: 4671.168945
	Iteration 6Q: 3 clusters Score -2161512 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2161681.500000 Penalty: 4671.168945
	Iteration 7Q: 3 clusters Score -2161682 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2161886.250000 Penalty: 4671.168945
	Iteration 8Q: 3 clusters Score -2161886 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2162130.000000 Penalty: 4671.168945
	Iteration 9Q: 3 clusters Score -2162130 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2162401.000000 Penalty: 4671.168945
	Iteration 10Q: 3 clusters Score -2162401 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2162708.000000 Penalty: 4671.168945
	Iteration 11Q: 3 clusters Score -2162708 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2162971.250000 Penalty: 4671.168945
	Iteration 12Q: 3 clusters Score -2162971 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2163224.250000 Penalty: 4671.168945
	Iteration 13Q: 3 clusters Score -2163224 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2163431.500000 Penalty: 4671.168945
	Iteration 14Q: 3 clusters Score -2163432 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2163583.750000 Penalty: 4671.168945
	Iteration 15Q: 3 clusters Score -2163584 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2163675.250000 Penalty: 4671.168945
	Iteration 16Q: 3 clusters Score -2163675 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2163744.250000 Penalty: 4671.168945
	Iteration 17Q: 3 clusters Score -2163744 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2163799.250000 Penalty: 4671.168945
	Iteration 18Q: 3 clusters Score -2163799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2163832.000000 Penalty: 4671.168945
	Iteration 19Q: 3 clusters Score -2163832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2163875.000000 Penalty: 4671.168945
	Iteration 20F: 3 clusters Score -2163875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2163893.000000 Penalty: 4671.168945
	Iteration 21Q: 3 clusters Score -2163893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2163903.750000 Penalty: 4671.168945
	Iteration 22Q: 3 clusters Score -2163904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2163916.250000 Penalty: 4671.168945
	Iteration 23Q: 3 clusters Score -2163916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2163931.000000 Penalty: 4671.168945
	Iteration 24Q: 3 clusters Score -2163931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2163946.750000 Penalty: 4671.168945
	Iteration 25Q: 3 clusters Score -2163947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2163952.000000 Penalty: 4671.168945
	Iteration 26Q: 3 clusters Score -2163952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2163957.500000 Penalty: 4671.168945
	Iteration 27Q: 3 clusters Score -2163958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2163962.750000 Penalty: 4671.168945
	Iteration 28Q: 3 clusters Score -2163963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2163975.000000 Penalty: 4671.168945
	Iteration 29Q: 3 clusters Score -2163975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2163979.750000 Penalty: 4671.168945
	Iteration 30Q: 3 clusters Score -2163980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2163986.500000 Penalty: 4671.168945
	Iteration 31Q: 3 clusters Score -2163986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2163988.000000 Penalty: 4671.168945
	Iteration 32Q: 3 clusters Score -2163988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2163985.500000 Penalty: 4671.168945
	Iteration 33Q: 3 clusters Score -2163986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2163988.750000 Penalty: 4671.168945
	Iteration 34Q: 3 clusters Score -2163989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2163990.000000 Penalty: 4671.168945
	Iteration 35Q: 3 clusters Score -2163990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2163995.750000 Penalty: 4671.168945
	Iteration 36Q: 3 clusters Score -2163996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2163992.500000 Penalty: 4671.168945
	Iteration 37Q: 3 clusters Score -2163992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2163997.000000 Penalty: 4671.168945
	Iteration 38Q: 3 clusters Score -2163997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2163998.750000 Penalty: 4671.168945
	Iteration 39Q: 3 clusters Score -2163999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2164002.000000 Penalty: 4671.168945
	Iteration 40F: 3 clusters Score -2164002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2164003.500000 Penalty: 4671.168945
	Iteration 41Q: 3 clusters Score -2164004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2164005.250000 Penalty: 4671.168945
	Iteration 42Q: 3 clusters Score -2164005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2164006.500000 Penalty: 4671.168945
	Iteration 43Q: 3 clusters Score -2164006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2164011.500000 Penalty: 4671.168945
	Iteration 44Q: 3 clusters Score -2164012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2164011.000000 Penalty: 4671.168945
	Iteration 45Q: 3 clusters Score -2164011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2164020.000000 Penalty: 4671.168945
	Iteration 46Q: 3 clusters Score -2164020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2164021.250000 Penalty: 4671.168945
	Iteration 47Q: 3 clusters Score -2164021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2164023.500000 Penalty: 4671.168945
	Iteration 48Q: 3 clusters Score -2164024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2164029.000000 Penalty: 4671.168945
	Iteration 49Q: 3 clusters Score -2164029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2164029.250000 Penalty: 4671.168945
	Iteration 50Q: 3 clusters Score -2164029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2164025.500000 Penalty: 4671.168945
	Iteration 51Q: 3 clusters Score -2164026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2164029.500000 Penalty: 4671.168945
	Iteration 52Q: 3 clusters Score -2164030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2164035.500000 Penalty: 4671.168945
	Iteration 53Q: 3 clusters Score -2164036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2164034.000000 Penalty: 4671.168945
	Iteration 54Q: 3 clusters Score -2164034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2164036.750000 Penalty: 4671.168945
	Iteration 55Q: 3 clusters Score -2164037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2164040.750000 Penalty: 4671.168945
	Iteration 56Q: 3 clusters Score -2164041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2164034.750000 Penalty: 4671.168945
	Iteration 57Q: 3 clusters Score -2164035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2164039.750000 Penalty: 4671.168945
	Iteration 58Q: 3 clusters Score -2164040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2164043.500000 Penalty: 4671.168945
	Iteration 59Q: 3 clusters Score -2164044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2164052.500000 Penalty: 4671.168945
	Iteration 60F: 3 clusters Score -2164052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2164052.750000 Penalty: 4671.168945
	Iteration 61Q: 3 clusters Score -2164053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2164052.750000 Penalty: 4671.168945
	Iteration 62Q: 3 clusters Score -2164053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2164053.000000 Penalty: 4671.168945
	Iteration 63Q: 3 clusters Score -2164053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2164049.250000 Penalty: 4671.168945
	Iteration 64Q: 3 clusters Score -2164049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2164054.500000 Penalty: 4671.168945
	Iteration 65Q: 3 clusters Score -2164054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2164049.500000 Penalty: 4671.168945
	Iteration 66Q: 3 clusters Score -2164050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2164053.250000 Penalty: 4671.168945
	Iteration 67Q: 3 clusters Score -2164053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2164048.500000 Penalty: 4671.168945
	Iteration 68Q: 3 clusters Score -2164048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2164046.750000 Penalty: 4671.168945
	Iteration 69Q: 3 clusters Score -2164047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2164049.500000 Penalty: 4671.168945
	Iteration 70Q: 3 clusters Score -2164050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2164050.500000 Penalty: 4671.168945
	Iteration 71Q: 3 clusters Score -2164050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2164049.250000 Penalty: 4671.168945
	Iteration 72Q: 3 clusters Score -2164049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2164051.250000 Penalty: 4671.168945
	Iteration 73Q: 3 clusters Score -2164051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2164049.500000 Penalty: 4671.168945
	Iteration 74Q: 3 clusters Score -2164050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2164049.250000 Penalty: 4671.168945
	Iteration 75Q: 3 clusters Score -2164049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2164049.250000 Penalty: 4671.168945
	Iteration 76F: 3 clusters Score -2164049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Entering Unmasked Estep 
Score: -9055093.000000 Penalty: 2686.116211
	Iteration 0F: 2 clusters Score -9055093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -9024265.000000 Penalty: 5372.232422
	Iteration 0F: 3 clusters Score -9024265 nChanged 23563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -9037541.000000 Penalty: 5372.232422
	Iteration 1F: 3 clusters Score -9037541 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -9038066.000000 Penalty: 5372.232422
	Iteration 2Q: 3 clusters Score -9038066 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -9038611.000000 Penalty: 5372.232422
	Iteration 3Q: 3 clusters Score -9038611 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -9039230.000000 Penalty: 5372.232422
	Iteration 4Q: 3 clusters Score -9039230 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -9040172.000000 Penalty: 5372.232422
	Iteration 5Q: 3 clusters Score -9040172 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -9041430.000000 Penalty: 5372.232422
	Iteration 6F: 3 clusters Score -9041430 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -9043372.000000 Penalty: 5372.232422
	Iteration 7F: 3 clusters Score -9043372 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -9045936.000000 Penalty: 5372.232422
	Iteration 8F: 3 clusters Score -9045936 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -9048451.000000 Penalty: 5372.232422
	Iteration 9F: 3 clusters Score -9048451 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -9050345.000000 Penalty: 5372.232422
	Iteration 10F: 3 clusters Score -9050345 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -9051632.000000 Penalty: 5372.232422
	Iteration 11Q: 3 clusters Score -9051632 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9052217.000000 Penalty: 5372.232422
	Iteration 12Q: 3 clusters Score -9052217 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -9052458.000000 Penalty: 5372.232422
	Iteration 13Q: 3 clusters Score -9052458 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -9052566.000000 Penalty: 5372.232422
	Iteration 14Q: 3 clusters Score -9052566 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -9052722.000000 Penalty: 5372.232422
	Iteration 15Q: 3 clusters Score -9052722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -9052769.000000 Penalty: 5372.232422
	Iteration 16Q: 3 clusters Score -9052769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -9052808.000000 Penalty: 5372.232422
	Iteration 17Q: 3 clusters Score -9052808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -9052829.000000 Penalty: 5372.232422
	Iteration 18Q: 3 clusters Score -9052829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9052862.000000 Penalty: 5372.232422
	Iteration 19Q: 3 clusters Score -9052862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -9052878.000000 Penalty: 5372.232422
	Iteration 20F: 3 clusters Score -9052878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -9052895.000000 Penalty: 5372.232422
	Iteration 21Q: 3 clusters Score -9052895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -9052901.000000 Penalty: 5372.232422
	Iteration 22Q: 3 clusters Score -9052901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -9052903.000000 Penalty: 5372.232422
	Iteration 23Q: 3 clusters Score -9052903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -9052902.000000 Penalty: 5372.232422
	Iteration 24Q: 3 clusters Score -9052902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -9052909.000000 Penalty: 5372.232422
	Iteration 25Q: 3 clusters Score -9052909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -9052911.000000 Penalty: 5372.232422
	Iteration 26Q: 3 clusters Score -9052911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9052912.000000 Penalty: 5372.232422
	Iteration 27Q: 3 clusters Score -9052912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -9052913.000000 Penalty: 5372.232422
	Iteration 28Q: 3 clusters Score -9052913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -9052917.000000 Penalty: 5372.232422
	Iteration 29Q: 3 clusters Score -9052917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -9052921.000000 Penalty: 5372.232422
	Iteration 30Q: 3 clusters Score -9052921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -9052924.000000 Penalty: 5372.232422
	Iteration 31Q: 3 clusters Score -9052924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -9052932.000000 Penalty: 5372.232422
	Iteration 32Q: 3 clusters Score -9052932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9052926.000000 Penalty: 5372.232422
	Iteration 33Q: 3 clusters Score -9052926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -9052936.000000 Penalty: 5372.232422
	Iteration 34Q: 3 clusters Score -9052936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9052950.000000 Penalty: 5372.232422
	Iteration 35Q: 3 clusters Score -9052950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9052950.000000 Penalty: 5372.232422
	Iteration 36F: 3 clusters Score -9052950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Entering Unmasked Estep 
Score: -8124131.000000 Penalty: 2660.721191
	Iteration 0F: 2 clusters Score -8124131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8094349.000000 Penalty: 5321.442383
	Iteration 0F: 3 clusters Score -8094349 nChanged 21074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -8105892.000000 Penalty: 5321.442383
	Iteration 1F: 3 clusters Score -8105892 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -8106455.500000 Penalty: 5321.442383
	Iteration 2Q: 3 clusters Score -8106456 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -8107109.000000 Penalty: 5321.442383
	Iteration 3Q: 3 clusters Score -8107109 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8107831.500000 Penalty: 5321.442383
	Iteration 4Q: 3 clusters Score -8107832 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -8108805.000000 Penalty: 5321.442383
	Iteration 5Q: 3 clusters Score -8108805 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -8110274.500000 Penalty: 5321.442383
	Iteration 6F: 3 clusters Score -8110274 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -8112375.000000 Penalty: 5321.442383
	Iteration 7F: 3 clusters Score -8112375 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -8114843.000000 Penalty: 5321.442383
	Iteration 8F: 3 clusters Score -8114843 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -8117451.000000 Penalty: 5321.442383
	Iteration 9F: 3 clusters Score -8117451 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -8119493.000000 Penalty: 5321.442383
	Iteration 10F: 3 clusters Score -8119493 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8120719.500000 Penalty: 5321.442383
	Iteration 11Q: 3 clusters Score -8120720 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8121247.500000 Penalty: 5321.442383
	Iteration 12Q: 3 clusters Score -8121248 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8121559.500000 Penalty: 5321.442383
	Iteration 13Q: 3 clusters Score -8121560 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8121712.500000 Penalty: 5321.442383
	Iteration 14Q: 3 clusters Score -8121712 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8121794.000000 Penalty: 5321.442383
	Iteration 15Q: 3 clusters Score -8121794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8121849.000000 Penalty: 5321.442383
	Iteration 16Q: 3 clusters Score -8121849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8121893.000000 Penalty: 5321.442383
	Iteration 17Q: 3 clusters Score -8121893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8121919.500000 Penalty: 5321.442383
	Iteration 18Q: 3 clusters Score -8121920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8121948.000000 Penalty: 5321.442383
	Iteration 19Q: 3 clusters Score -8121948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8121965.500000 Penalty: 5321.442383
	Iteration 20F: 3 clusters Score -8121966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8121983.500000 Penalty: 5321.442383
	Iteration 21Q: 3 clusters Score -8121984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8121978.000000 Penalty: 5321.442383
	Iteration 22Q: 3 clusters Score -8121978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8121982.500000 Penalty: 5321.442383
	Iteration 23Q: 3 clusters Score -8121982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8121988.000000 Penalty: 5321.442383
	Iteration 24Q: 3 clusters Score -8121988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8121990.500000 Penalty: 5321.442383
	Iteration 25Q: 3 clusters Score -8121990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8121988.500000 Penalty: 5321.442383
	Iteration 26Q: 3 clusters Score -8121988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8121988.500000 Penalty: 5321.442383
	Iteration 27F: 3 clusters Score -8121988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Entering Unmasked Estep 
Score: -1666298.875000 Penalty: 2273.807861
	Iteration 0F: 2 clusters Score -1666299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1658912.500000 Penalty: 4547.615723
	Iteration 0F: 3 clusters Score -1658912 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1661155.750000 Penalty: 4547.615723
	Iteration 1F: 3 clusters Score -1661156 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1661629.375000 Penalty: 4547.615723
	Iteration 2F: 3 clusters Score -1661629 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1662027.375000 Penalty: 4547.615723
	Iteration 3F: 3 clusters Score -1662027 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1662378.250000 Penalty: 4547.615723
	Iteration 4F: 3 clusters Score -1662378 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1662738.375000 Penalty: 4547.615723
	Iteration 5F: 3 clusters Score -1662738 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1663072.000000 Penalty: 4547.615723
	Iteration 6F: 3 clusters Score -1663072 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1663357.000000 Penalty: 4547.615723
	Iteration 7Q: 3 clusters Score -1663357 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1663608.125000 Penalty: 4547.615723
	Iteration 8Q: 3 clusters Score -1663608 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1663851.375000 Penalty: 4547.615723
	Iteration 9Q: 3 clusters Score -1663851 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1664074.750000 Penalty: 4547.615723
	Iteration 10Q: 3 clusters Score -1664075 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1664232.875000 Penalty: 4547.615723
	Iteration 11Q: 3 clusters Score -1664233 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1664362.000000 Penalty: 4547.615723
	Iteration 12Q: 3 clusters Score -1664362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1664459.375000 Penalty: 4547.615723
	Iteration 13Q: 3 clusters Score -1664459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1664521.875000 Penalty: 4547.615723
	Iteration 14Q: 3 clusters Score -1664522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1664577.875000 Penalty: 4547.615723
	Iteration 15Q: 3 clusters Score -1664578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1664606.875000 Penalty: 4547.615723
	Iteration 16Q: 3 clusters Score -1664607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1664624.875000 Penalty: 4547.615723
	Iteration 17Q: 3 clusters Score -1664625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1664638.000000 Penalty: 4547.615723
	Iteration 18Q: 3 clusters Score -1664638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1664652.625000 Penalty: 4547.615723
	Iteration 19Q: 3 clusters Score -1664653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1664666.500000 Penalty: 4547.615723
	Iteration 20F: 3 clusters Score -1664666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1664676.375000 Penalty: 4547.615723
	Iteration 21Q: 3 clusters Score -1664676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1664693.000000 Penalty: 4547.615723
	Iteration 22Q: 3 clusters Score -1664693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1664700.125000 Penalty: 4547.615723
	Iteration 23Q: 3 clusters Score -1664700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1664707.875000 Penalty: 4547.615723
	Iteration 24Q: 3 clusters Score -1664708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1664713.875000 Penalty: 4547.615723
	Iteration 25Q: 3 clusters Score -1664714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1664720.500000 Penalty: 4547.615723
	Iteration 26Q: 3 clusters Score -1664720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1664726.250000 Penalty: 4547.615723
	Iteration 27Q: 3 clusters Score -1664726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1664729.875000 Penalty: 4547.615723
	Iteration 28Q: 3 clusters Score -1664730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1664734.000000 Penalty: 4547.615723
	Iteration 29Q: 3 clusters Score -1664734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1664736.125000 Penalty: 4547.615723
	Iteration 30Q: 3 clusters Score -1664736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1664739.500000 Penalty: 4547.615723
	Iteration 31Q: 3 clusters Score -1664740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1664742.000000 Penalty: 4547.615723
	Iteration 32Q: 3 clusters Score -1664742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1664743.875000 Penalty: 4547.615723
	Iteration 33Q: 3 clusters Score -1664744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1664749.000000 Penalty: 4547.615723
	Iteration 34Q: 3 clusters Score -1664749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1664754.250000 Penalty: 4547.615723
	Iteration 35Q: 3 clusters Score -1664754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1664754.000000 Penalty: 4547.615723
	Iteration 36Q: 3 clusters Score -1664754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1664757.750000 Penalty: 4547.615723
	Iteration 37Q: 3 clusters Score -1664758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1664756.750000 Penalty: 4547.615723
	Iteration 38Q: 3 clusters Score -1664757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1664758.500000 Penalty: 4547.615723
	Iteration 39Q: 3 clusters Score -1664758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1664758.000000 Penalty: 4547.615723
	Iteration 40F: 3 clusters Score -1664758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1664756.625000 Penalty: 4547.615723
	Iteration 41Q: 3 clusters Score -1664757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1664761.375000 Penalty: 4547.615723
	Iteration 42Q: 3 clusters Score -1664761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1664758.250000 Penalty: 4547.615723
	Iteration 43Q: 3 clusters Score -1664758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1664761.750000 Penalty: 4547.615723
	Iteration 44Q: 3 clusters Score -1664762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1664762.125000 Penalty: 4547.615723
	Iteration 45Q: 3 clusters Score -1664762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1664764.250000 Penalty: 4547.615723
	Iteration 46Q: 3 clusters Score -1664764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1664764.625000 Penalty: 4547.615723
	Iteration 47Q: 3 clusters Score -1664765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1664765.250000 Penalty: 4547.615723
	Iteration 48Q: 3 clusters Score -1664765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1664767.000000 Penalty: 4547.615723
	Iteration 49Q: 3 clusters Score -1664767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1664766.000000 Penalty: 4547.615723
	Iteration 50Q: 3 clusters Score -1664766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1664766.125000 Penalty: 4547.615723
	Iteration 51Q: 3 clusters Score -1664766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1664767.125000 Penalty: 4547.615723
	Iteration 52Q: 3 clusters Score -1664767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1664768.375000 Penalty: 4547.615723
	Iteration 53Q: 3 clusters Score -1664768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1664767.750000 Penalty: 4547.615723
	Iteration 54Q: 3 clusters Score -1664768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1664769.125000 Penalty: 4547.615723
	Iteration 55Q: 3 clusters Score -1664769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1664770.625000 Penalty: 4547.615723
	Iteration 56Q: 3 clusters Score -1664771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1664770.250000 Penalty: 4547.615723
	Iteration 57Q: 3 clusters Score -1664770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1664770.250000 Penalty: 4547.615723
	Iteration 58F: 3 clusters Score -1664770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -792832.937500 Penalty: 2078.182617
	Iteration 0F: 2 clusters Score -792832.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -788705.250000 Penalty: 4156.365234
	Iteration 0F: 3 clusters Score -788705.2 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -789622.812500 Penalty: 4156.365234
	Iteration 1F: 3 clusters Score -789622.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -789814.437500 Penalty: 4156.365234
	Iteration 2F: 3 clusters Score -789814.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -789925.125000 Penalty: 4156.365234
	Iteration 3Q: 3 clusters Score -789925.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -789993.312500 Penalty: 4156.365234
	Iteration 4Q: 3 clusters Score -789993.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -790064.125000 Penalty: 4156.365234
	Iteration 5Q: 3 clusters Score -790064.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -790121.812500 Penalty: 4156.365234
	Iteration 6Q: 3 clusters Score -790121.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -790169.625000 Penalty: 4156.365234
	Iteration 7Q: 3 clusters Score -790169.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -790203.687500 Penalty: 4156.365234
	Iteration 8Q: 3 clusters Score -790203.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -790234.437500 Penalty: 4156.365234
	Iteration 9Q: 3 clusters Score -790234.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -790255.937500 Penalty: 4156.365234
	Iteration 10Q: 3 clusters Score -790255.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -790276.937500 Penalty: 4156.365234
	Iteration 11Q: 3 clusters Score -790276.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -790300.937500 Penalty: 4156.365234
	Iteration 12Q: 3 clusters Score -790300.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -790317.875000 Penalty: 4156.365234
	Iteration 13Q: 3 clusters Score -790317.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -790327.875000 Penalty: 4156.365234
	Iteration 14Q: 3 clusters Score -790327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -790338.562500 Penalty: 4156.365234
	Iteration 15Q: 3 clusters Score -790338.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -790347.062500 Penalty: 4156.365234
	Iteration 16Q: 3 clusters Score -790347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -790352.750000 Penalty: 4156.365234
	Iteration 17Q: 3 clusters Score -790352.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -790358.187500 Penalty: 4156.365234
	Iteration 18Q: 3 clusters Score -790358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -790361.500000 Penalty: 4156.365234
	Iteration 19Q: 3 clusters Score -790361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -790362.687500 Penalty: 4156.365234
	Iteration 20F: 3 clusters Score -790362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -790368.250000 Penalty: 4156.365234
	Iteration 21Q: 3 clusters Score -790368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -790371.687500 Penalty: 4156.365234
	Iteration 22Q: 3 clusters Score -790371.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -790376.437500 Penalty: 4156.365234
	Iteration 23Q: 3 clusters Score -790376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -790380.250000 Penalty: 4156.365234
	Iteration 24Q: 3 clusters Score -790380.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -790384.750000 Penalty: 4156.365234
	Iteration 25Q: 3 clusters Score -790384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -790390.062500 Penalty: 4156.365234
	Iteration 26Q: 3 clusters Score -790390.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -790393.250000 Penalty: 4156.365234
	Iteration 27Q: 3 clusters Score -790393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -790403.375000 Penalty: 4156.365234
	Iteration 28Q: 3 clusters Score -790403.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -790413.687500 Penalty: 4156.365234
	Iteration 29Q: 3 clusters Score -790413.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -790422.187500 Penalty: 4156.365234
	Iteration 30Q: 3 clusters Score -790422.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -790432.750000 Penalty: 4156.365234
	Iteration 31Q: 3 clusters Score -790432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -790440.250000 Penalty: 4156.365234
	Iteration 32Q: 3 clusters Score -790440.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -790450.187500 Penalty: 4156.365234
	Iteration 33Q: 3 clusters Score -790450.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -790457.062500 Penalty: 4156.365234
	Iteration 34Q: 3 clusters Score -790457.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -790463.000000 Penalty: 4156.365234
	Iteration 35Q: 3 clusters Score -790463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -790477.625000 Penalty: 4156.365234
	Iteration 36Q: 3 clusters Score -790477.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -790490.000000 Penalty: 4156.365234
	Iteration 37Q: 3 clusters Score -790490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -790501.750000 Penalty: 4156.365234
	Iteration 38Q: 3 clusters Score -790501.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -790514.875000 Penalty: 4156.365234
	Iteration 39Q: 3 clusters Score -790514.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -790526.625000 Penalty: 4156.365234
	Iteration 40F: 3 clusters Score -790526.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -790545.375000 Penalty: 4156.365234
	Iteration 41Q: 3 clusters Score -790545.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -790560.562500 Penalty: 4156.365234
	Iteration 42Q: 3 clusters Score -790560.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -790573.312500 Penalty: 4156.365234
	Iteration 43Q: 3 clusters Score -790573.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -790589.375000 Penalty: 4156.365234
	Iteration 44Q: 3 clusters Score -790589.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -790610.750000 Penalty: 4156.365234
	Iteration 45Q: 3 clusters Score -790610.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -790635.000000 Penalty: 4156.365234
	Iteration 46Q: 3 clusters Score -790635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -790651.437500 Penalty: 4156.365234
	Iteration 47Q: 3 clusters Score -790651.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -790666.250000 Penalty: 4156.365234
	Iteration 48Q: 3 clusters Score -790666.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -790679.500000 Penalty: 4156.365234
	Iteration 49Q: 3 clusters Score -790679.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -790691.812500 Penalty: 4156.365234
	Iteration 50Q: 3 clusters Score -790691.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -790706.187500 Penalty: 4156.365234
	Iteration 51Q: 3 clusters Score -790706.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -790715.937500 Penalty: 4156.365234
	Iteration 52Q: 3 clusters Score -790715.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -790724.312500 Penalty: 4156.365234
	Iteration 53Q: 3 clusters Score -790724.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -790732.312500 Penalty: 4156.365234
	Iteration 54Q: 3 clusters Score -790732.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -790743.562500 Penalty: 4156.365234
	Iteration 55Q: 3 clusters Score -790743.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -790750.812500 Penalty: 4156.365234
	Iteration 56Q: 3 clusters Score -790750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -790757.687500 Penalty: 4156.365234
	Iteration 57Q: 3 clusters Score -790757.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -790760.750000 Penalty: 4156.365234
	Iteration 58Q: 3 clusters Score -790760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -790766.000000 Penalty: 4156.365234
	Iteration 59Q: 3 clusters Score -790766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -790767.937500 Penalty: 4156.365234
	Iteration 60F: 3 clusters Score -790767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -790774.937500 Penalty: 4156.365234
	Iteration 61Q: 3 clusters Score -790774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -790778.562500 Penalty: 4156.365234
	Iteration 62Q: 3 clusters Score -790778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -790779.875000 Penalty: 4156.365234
	Iteration 63Q: 3 clusters Score -790779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -790783.437500 Penalty: 4156.365234
	Iteration 64Q: 3 clusters Score -790783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -790787.875000 Penalty: 4156.365234
	Iteration 65Q: 3 clusters Score -790787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -790792.562500 Penalty: 4156.365234
	Iteration 66Q: 3 clusters Score -790792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -790794.125000 Penalty: 4156.365234
	Iteration 67Q: 3 clusters Score -790794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -790797.937500 Penalty: 4156.365234
	Iteration 68Q: 3 clusters Score -790797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -790802.875000 Penalty: 4156.365234
	Iteration 69Q: 3 clusters Score -790802.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -790809.875000 Penalty: 4156.365234
	Iteration 70Q: 3 clusters Score -790809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -790816.312500 Penalty: 4156.365234
	Iteration 71Q: 3 clusters Score -790816.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -790823.062500 Penalty: 4156.365234
	Iteration 72Q: 3 clusters Score -790823.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -790830.125000 Penalty: 4156.365234
	Iteration 73Q: 3 clusters Score -790830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -790835.625000 Penalty: 4156.365234
	Iteration 74Q: 3 clusters Score -790835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -790838.687500 Penalty: 4156.365234
	Iteration 75Q: 3 clusters Score -790838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -790843.000000 Penalty: 4156.365234
	Iteration 76Q: 3 clusters Score -790843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -790850.187500 Penalty: 4156.365234
	Iteration 77Q: 3 clusters Score -790850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -790855.187500 Penalty: 4156.365234
	Iteration 78Q: 3 clusters Score -790855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -790861.437500 Penalty: 4156.365234
	Iteration 79Q: 3 clusters Score -790861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -790867.000000 Penalty: 4156.365234
	Iteration 80F: 3 clusters Score -790867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -790871.937500 Penalty: 4156.365234
	Iteration 81Q: 3 clusters Score -790871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -790873.062500 Penalty: 4156.365234
	Iteration 82Q: 3 clusters Score -790873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -790878.312500 Penalty: 4156.365234
	Iteration 83Q: 3 clusters Score -790878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -790877.875000 Penalty: 4156.365234
	Iteration 84Q: 3 clusters Score -790877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -790879.875000 Penalty: 4156.365234
	Iteration 85Q: 3 clusters Score -790879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -790881.000000 Penalty: 4156.365234
	Iteration 86Q: 3 clusters Score -790881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -790883.687500 Penalty: 4156.365234
	Iteration 87Q: 3 clusters Score -790883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -790886.250000 Penalty: 4156.365234
	Iteration 88Q: 3 clusters Score -790886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -790889.625000 Penalty: 4156.365234
	Iteration 89Q: 3 clusters Score -790889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -790891.500000 Penalty: 4156.365234
	Iteration 90Q: 3 clusters Score -790891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -790893.625000 Penalty: 4156.365234
	Iteration 91Q: 3 clusters Score -790893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -790893.687500 Penalty: 4156.365234
	Iteration 92Q: 3 clusters Score -790893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -790898.937500 Penalty: 4156.365234
	Iteration 93Q: 3 clusters Score -790898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -790901.062500 Penalty: 4156.365234
	Iteration 94Q: 3 clusters Score -790901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -790906.250000 Penalty: 4156.365234
	Iteration 95Q: 3 clusters Score -790906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -790911.250000 Penalty: 4156.365234
	Iteration 96Q: 3 clusters Score -790911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -790913.312500 Penalty: 4156.365234
	Iteration 97Q: 3 clusters Score -790913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -790913.312500 Penalty: 4156.365234
	Iteration 98Q: 3 clusters Score -790913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -790914.375000 Penalty: 4156.365234
	Iteration 99Q: 3 clusters Score -790914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -790916.875000 Penalty: 4156.365234
	Iteration 100F: 3 clusters Score -790916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -790917.562500 Penalty: 4156.365234
	Iteration 101Q: 3 clusters Score -790917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -790918.125000 Penalty: 4156.365234
	Iteration 102Q: 3 clusters Score -790918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -790919.250000 Penalty: 4156.365234
	Iteration 103Q: 3 clusters Score -790919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -790921.187500 Penalty: 4156.365234
	Iteration 104Q: 3 clusters Score -790921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -790921.875000 Penalty: 4156.365234
	Iteration 105Q: 3 clusters Score -790921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -790926.000000 Penalty: 4156.365234
	Iteration 106Q: 3 clusters Score -790926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -790928.062500 Penalty: 4156.365234
	Iteration 107Q: 3 clusters Score -790928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -790929.250000 Penalty: 4156.365234
	Iteration 108Q: 3 clusters Score -790929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -790930.875000 Penalty: 4156.365234
	Iteration 109Q: 3 clusters Score -790930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -790933.312500 Penalty: 4156.365234
	Iteration 110Q: 3 clusters Score -790933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -790934.500000 Penalty: 4156.365234
	Iteration 111Q: 3 clusters Score -790934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -790934.500000 Penalty: 4156.365234
	Iteration 112F: 3 clusters Score -790934.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Entering Unmasked Estep 
Score: -7791792.500000 Penalty: 2645.086426
	Iteration 0F: 2 clusters Score -7791792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -7763370.500000 Penalty: 5290.172852
	Iteration 0F: 3 clusters Score -7763370 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -7774398.500000 Penalty: 5290.172852
	Iteration 1F: 3 clusters Score -7774398 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -7774889.000000 Penalty: 5290.172852
	Iteration 2Q: 3 clusters Score -7774889 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -7775282.500000 Penalty: 5290.172852
	Iteration 3Q: 3 clusters Score -7775282 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -7775621.500000 Penalty: 5290.172852
	Iteration 4Q: 3 clusters Score -7775622 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7776008.500000 Penalty: 5290.172852
	Iteration 5Q: 3 clusters Score -7776008 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -7776436.500000 Penalty: 5290.172852
	Iteration 6Q: 3 clusters Score -7776436 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -7776876.000000 Penalty: 5290.172852
	Iteration 7Q: 3 clusters Score -7776876 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -7777441.000000 Penalty: 5290.172852
	Iteration 8Q: 3 clusters Score -7777441 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7778051.500000 Penalty: 5290.172852
	Iteration 9Q: 3 clusters Score -7778052 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -7778933.500000 Penalty: 5290.172852
	Iteration 10Q: 3 clusters Score -7778934 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -7780253.500000 Penalty: 5290.172852
	Iteration 11Q: 3 clusters Score -7780254 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -7781791.000000 Penalty: 5290.172852
	Iteration 12F: 3 clusters Score -7781791 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -7783552.500000 Penalty: 5290.172852
	Iteration 13F: 3 clusters Score -7783552 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -7785212.000000 Penalty: 5290.172852
	Iteration 14F: 3 clusters Score -7785212 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -7786652.500000 Penalty: 5290.172852
	Iteration 15Q: 3 clusters Score -7786652 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7787697.000000 Penalty: 5290.172852
	Iteration 16Q: 3 clusters Score -7787697 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7788608.500000 Penalty: 5290.172852
	Iteration 17Q: 3 clusters Score -7788608 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7789295.000000 Penalty: 5290.172852
	Iteration 18Q: 3 clusters Score -7789295 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7789766.500000 Penalty: 5290.172852
	Iteration 19Q: 3 clusters Score -7789766 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7790105.000000 Penalty: 5290.172852
	Iteration 20F: 3 clusters Score -7790105 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7790371.500000 Penalty: 5290.172852
	Iteration 21Q: 3 clusters Score -7790372 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7790572.500000 Penalty: 5290.172852
	Iteration 22Q: 3 clusters Score -7790572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7790787.500000 Penalty: 5290.172852
	Iteration 23Q: 3 clusters Score -7790788 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7790964.500000 Penalty: 5290.172852
	Iteration 24Q: 3 clusters Score -7790964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7791153.000000 Penalty: 5290.172852
	Iteration 25Q: 3 clusters Score -7791153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7791310.000000 Penalty: 5290.172852
	Iteration 26Q: 3 clusters Score -7791310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7791440.000000 Penalty: 5290.172852
	Iteration 27Q: 3 clusters Score -7791440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7791623.000000 Penalty: 5290.172852
	Iteration 28Q: 3 clusters Score -7791623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7791770.500000 Penalty: 5290.172852
	Iteration 29Q: 3 clusters Score -7791770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7791870.000000 Penalty: 5290.172852
	Iteration 30Q: 3 clusters Score -7791870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7791955.500000 Penalty: 5290.172852
	Iteration 31Q: 3 clusters Score -7791956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7792019.000000 Penalty: 5290.172852
	Iteration 32Q: 3 clusters Score -7792019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7792054.500000 Penalty: 5290.172852
	Iteration 33Q: 3 clusters Score -7792054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7792077.000000 Penalty: 5290.172852
	Iteration 34Q: 3 clusters Score -7792077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7792082.000000 Penalty: 5290.172852
	Iteration 35Q: 3 clusters Score -7792082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7792093.000000 Penalty: 5290.172852
	Iteration 36F: 3 clusters Score -7792093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7792098.000000 Penalty: 5290.172852
	Iteration 37Q: 3 clusters Score -7792098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7792098.000000 Penalty: 5290.172852
	Iteration 38F: 3 clusters Score -7792098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 47012 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42506 members 
Mstep: Class 7 contains 47494 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 38938 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 50570 members 
Mstep: Class 15 contains 45648 members 
Mstep: Class 16 contains 9591 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 42586 members 
Mstep: Class 19 contains 43388 members 
Mstep: Class 20 contains 15986 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35568 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 13589 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49648 members 
Mstep: Class 27 contains 43690 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41310 members 
Mstep: Class 32 contains 48412 members 
Mstep: Class 33 contains 69801 members 
Mstep: Class 34 contains 26265 members 
Mstep: Class 35 contains 41035 members 
Mstep: Class 36 contains 19601 members 
Mstep: Class 37 contains 38939 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44052 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58947 members 
Mstep: Class 42 contains 47497 members 
Mstep: Class 43 contains 273 members 
Entering Unmasked Estep 
Score: -196414128.000000 Penalty: 148555.890625
Splitting cluster 18 changes total score from -196414752.000000 to -196414128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (43388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Entering Unmasked Estep 
Score: -7861883.000000 Penalty: 2648.128662
	Iteration 0F: 2 clusters Score -7861883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -7833642.000000 Penalty: 5296.257324
	Iteration 0F: 3 clusters Score -7833642 nChanged 19764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -7844594.000000 Penalty: 5296.257324
	Iteration 1F: 3 clusters Score -7844594 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -7845217.000000 Penalty: 5296.257324
	Iteration 2Q: 3 clusters Score -7845217 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -7845779.000000 Penalty: 5296.257324
	Iteration 3Q: 3 clusters Score -7845779 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -7846292.500000 Penalty: 5296.257324
	Iteration 4Q: 3 clusters Score -7846292 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -7846809.500000 Penalty: 5296.257324
	Iteration 5Q: 3 clusters Score -7846810 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -7847479.500000 Penalty: 5296.257324
	Iteration 6Q: 3 clusters Score -7847480 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -7848309.500000 Penalty: 5296.257324
	Iteration 7Q: 3 clusters Score -7848310 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -7849481.500000 Penalty: 5296.257324
	Iteration 8Q: 3 clusters Score -7849482 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -7850890.500000 Penalty: 5296.257324
	Iteration 9F: 3 clusters Score -7850890 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -7852675.500000 Penalty: 5296.257324
	Iteration 10F: 3 clusters Score -7852676 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -7854686.500000 Penalty: 5296.257324
	Iteration 11F: 3 clusters Score -7854686 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -7856490.000000 Penalty: 5296.257324
	Iteration 12Q: 3 clusters Score -7856490 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7857672.000000 Penalty: 5296.257324
	Iteration 13Q: 3 clusters Score -7857672 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7858432.000000 Penalty: 5296.257324
	Iteration 14Q: 3 clusters Score -7858432 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7859023.000000 Penalty: 5296.257324
	Iteration 15Q: 3 clusters Score -7859023 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7859310.000000 Penalty: 5296.257324
	Iteration 16Q: 3 clusters Score -7859310 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7859506.000000 Penalty: 5296.257324
	Iteration 17Q: 3 clusters Score -7859506 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7859630.000000 Penalty: 5296.257324
	Iteration 18Q: 3 clusters Score -7859630 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7859720.000000 Penalty: 5296.257324
	Iteration 19Q: 3 clusters Score -7859720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7859747.000000 Penalty: 5296.257324
	Iteration 20F: 3 clusters Score -7859747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7859776.500000 Penalty: 5296.257324
	Iteration 21Q: 3 clusters Score -7859776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7859803.500000 Penalty: 5296.257324
	Iteration 22Q: 3 clusters Score -7859804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7859827.000000 Penalty: 5296.257324
	Iteration 23Q: 3 clusters Score -7859827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7859842.500000 Penalty: 5296.257324
	Iteration 24Q: 3 clusters Score -7859842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7859860.000000 Penalty: 5296.257324
	Iteration 25Q: 3 clusters Score -7859860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7859856.500000 Penalty: 5296.257324
	Iteration 26Q: 3 clusters Score -7859856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7859869.500000 Penalty: 5296.257324
	Iteration 27Q: 3 clusters Score -7859870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7859876.500000 Penalty: 5296.257324
	Iteration 28Q: 3 clusters Score -7859876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7859878.000000 Penalty: 5296.257324
	Iteration 29Q: 3 clusters Score -7859878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7859890.000000 Penalty: 5296.257324
	Iteration 30Q: 3 clusters Score -7859890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7859884.000000 Penalty: 5296.257324
	Iteration 31Q: 3 clusters Score -7859884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7859873.500000 Penalty: 5296.257324
	Iteration 32Q: 3 clusters Score -7859874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7859883.000000 Penalty: 5296.257324
	Iteration 33Q: 3 clusters Score -7859883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7859887.000000 Penalty: 5296.257324
	Iteration 34Q: 3 clusters Score -7859887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7859892.500000 Penalty: 5296.257324
	Iteration 35Q: 3 clusters Score -7859892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7859894.500000 Penalty: 5296.257324
	Iteration 36Q: 3 clusters Score -7859894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7859893.500000 Penalty: 5296.257324
	Iteration 37Q: 3 clusters Score -7859894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7859889.000000 Penalty: 5296.257324
	Iteration 38Q: 3 clusters Score -7859889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7859896.500000 Penalty: 5296.257324
	Iteration 39Q: 3 clusters Score -7859896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7859893.500000 Penalty: 5296.257324
	Iteration 40F: 3 clusters Score -7859894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7859895.000000 Penalty: 5296.257324
	Iteration 41Q: 3 clusters Score -7859895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7859897.500000 Penalty: 5296.257324
	Iteration 42Q: 3 clusters Score -7859898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7859900.000000 Penalty: 5296.257324
	Iteration 43Q: 3 clusters Score -7859900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7859905.000000 Penalty: 5296.257324
	Iteration 44Q: 3 clusters Score -7859905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7859902.500000 Penalty: 5296.257324
	Iteration 45Q: 3 clusters Score -7859902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7859904.500000 Penalty: 5296.257324
	Iteration 46Q: 3 clusters Score -7859904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7859904.500000 Penalty: 5296.257324
	Iteration 47F: 3 clusters Score -7859904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Entering Unmasked Estep 
Score: -2833810.250000 Penalty: 2400.508057
	Iteration 0F: 2 clusters Score -2833810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2822388.250000 Penalty: 4801.016113
	Iteration 0F: 3 clusters Score -2822388 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2826070.250000 Penalty: 4801.016113
	Iteration 1F: 3 clusters Score -2826070 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2826545.000000 Penalty: 4801.016113
	Iteration 2F: 3 clusters Score -2826545 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2826939.000000 Penalty: 4801.016113
	Iteration 3F: 3 clusters Score -2826939 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2827328.000000 Penalty: 4801.016113
	Iteration 4Q: 3 clusters Score -2827328 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2827699.750000 Penalty: 4801.016113
	Iteration 5Q: 3 clusters Score -2827700 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2828047.500000 Penalty: 4801.016113
	Iteration 6Q: 3 clusters Score -2828048 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2828338.000000 Penalty: 4801.016113
	Iteration 7Q: 3 clusters Score -2828338 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2828596.750000 Penalty: 4801.016113
	Iteration 8Q: 3 clusters Score -2828597 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2828813.750000 Penalty: 4801.016113
	Iteration 9Q: 3 clusters Score -2828814 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2828981.500000 Penalty: 4801.016113
	Iteration 10Q: 3 clusters Score -2828982 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2829149.750000 Penalty: 4801.016113
	Iteration 11Q: 3 clusters Score -2829150 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2829270.500000 Penalty: 4801.016113
	Iteration 12Q: 3 clusters Score -2829270 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2829370.750000 Penalty: 4801.016113
	Iteration 13Q: 3 clusters Score -2829371 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2829461.750000 Penalty: 4801.016113
	Iteration 14Q: 3 clusters Score -2829462 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2829538.000000 Penalty: 4801.016113
	Iteration 15Q: 3 clusters Score -2829538 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2829632.000000 Penalty: 4801.016113
	Iteration 16Q: 3 clusters Score -2829632 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2829725.000000 Penalty: 4801.016113
	Iteration 17Q: 3 clusters Score -2829725 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2829831.750000 Penalty: 4801.016113
	Iteration 18Q: 3 clusters Score -2829832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2829940.500000 Penalty: 4801.016113
	Iteration 19Q: 3 clusters Score -2829940 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2830053.750000 Penalty: 4801.016113
	Iteration 20F: 3 clusters Score -2830054 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2830174.500000 Penalty: 4801.016113
	Iteration 21Q: 3 clusters Score -2830174 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2830290.000000 Penalty: 4801.016113
	Iteration 22Q: 3 clusters Score -2830290 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2830424.750000 Penalty: 4801.016113
	Iteration 23Q: 3 clusters Score -2830425 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2830554.750000 Penalty: 4801.016113
	Iteration 24Q: 3 clusters Score -2830555 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2830680.000000 Penalty: 4801.016113
	Iteration 25Q: 3 clusters Score -2830680 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2830782.250000 Penalty: 4801.016113
	Iteration 26Q: 3 clusters Score -2830782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2830880.500000 Penalty: 4801.016113
	Iteration 27Q: 3 clusters Score -2830880 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2830946.250000 Penalty: 4801.016113
	Iteration 28Q: 3 clusters Score -2830946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2831015.500000 Penalty: 4801.016113
	Iteration 29Q: 3 clusters Score -2831016 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2831071.000000 Penalty: 4801.016113
	Iteration 30Q: 3 clusters Score -2831071 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2831135.750000 Penalty: 4801.016113
	Iteration 31Q: 3 clusters Score -2831136 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2831182.500000 Penalty: 4801.016113
	Iteration 32Q: 3 clusters Score -2831182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2831248.250000 Penalty: 4801.016113
	Iteration 33Q: 3 clusters Score -2831248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2831299.750000 Penalty: 4801.016113
	Iteration 34Q: 3 clusters Score -2831300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2831340.750000 Penalty: 4801.016113
	Iteration 35Q: 3 clusters Score -2831341 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2831375.000000 Penalty: 4801.016113
	Iteration 36Q: 3 clusters Score -2831375 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2831407.500000 Penalty: 4801.016113
	Iteration 37Q: 3 clusters Score -2831408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2831448.750000 Penalty: 4801.016113
	Iteration 38Q: 3 clusters Score -2831449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2831479.750000 Penalty: 4801.016113
	Iteration 39Q: 3 clusters Score -2831480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2831509.250000 Penalty: 4801.016113
	Iteration 40F: 3 clusters Score -2831509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2831537.750000 Penalty: 4801.016113
	Iteration 41Q: 3 clusters Score -2831538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2831560.750000 Penalty: 4801.016113
	Iteration 42Q: 3 clusters Score -2831561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2831572.500000 Penalty: 4801.016113
	Iteration 43Q: 3 clusters Score -2831572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2831592.250000 Penalty: 4801.016113
	Iteration 44Q: 3 clusters Score -2831592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2831610.000000 Penalty: 4801.016113
	Iteration 45Q: 3 clusters Score -2831610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2831623.250000 Penalty: 4801.016113
	Iteration 46Q: 3 clusters Score -2831623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2831635.250000 Penalty: 4801.016113
	Iteration 47Q: 3 clusters Score -2831635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2831654.750000 Penalty: 4801.016113
	Iteration 48Q: 3 clusters Score -2831655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2831668.000000 Penalty: 4801.016113
	Iteration 49Q: 3 clusters Score -2831668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2831675.000000 Penalty: 4801.016113
	Iteration 50Q: 3 clusters Score -2831675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2831686.500000 Penalty: 4801.016113
	Iteration 51Q: 3 clusters Score -2831686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2831698.750000 Penalty: 4801.016113
	Iteration 52Q: 3 clusters Score -2831699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2831713.750000 Penalty: 4801.016113
	Iteration 53Q: 3 clusters Score -2831714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2831715.500000 Penalty: 4801.016113
	Iteration 54Q: 3 clusters Score -2831716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2831720.000000 Penalty: 4801.016113
	Iteration 55Q: 3 clusters Score -2831720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2831726.500000 Penalty: 4801.016113
	Iteration 56Q: 3 clusters Score -2831726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2831732.750000 Penalty: 4801.016113
	Iteration 57Q: 3 clusters Score -2831733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2831739.750000 Penalty: 4801.016113
	Iteration 58Q: 3 clusters Score -2831740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2831742.500000 Penalty: 4801.016113
	Iteration 59Q: 3 clusters Score -2831742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2831747.500000 Penalty: 4801.016113
	Iteration 60F: 3 clusters Score -2831748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2831750.750000 Penalty: 4801.016113
	Iteration 61Q: 3 clusters Score -2831751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2831753.250000 Penalty: 4801.016113
	Iteration 62Q: 3 clusters Score -2831753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2831763.000000 Penalty: 4801.016113
	Iteration 63Q: 3 clusters Score -2831763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2831764.750000 Penalty: 4801.016113
	Iteration 64Q: 3 clusters Score -2831765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2831770.250000 Penalty: 4801.016113
	Iteration 65Q: 3 clusters Score -2831770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2831774.750000 Penalty: 4801.016113
	Iteration 66Q: 3 clusters Score -2831775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2831777.000000 Penalty: 4801.016113
	Iteration 67Q: 3 clusters Score -2831777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2831774.750000 Penalty: 4801.016113
	Iteration 68Q: 3 clusters Score -2831775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2831776.000000 Penalty: 4801.016113
	Iteration 69Q: 3 clusters Score -2831776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2831772.750000 Penalty: 4801.016113
	Iteration 70Q: 3 clusters Score -2831773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2831775.000000 Penalty: 4801.016113
	Iteration 71Q: 3 clusters Score -2831775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2831781.000000 Penalty: 4801.016113
	Iteration 72Q: 3 clusters Score -2831781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2831776.750000 Penalty: 4801.016113
	Iteration 73Q: 3 clusters Score -2831777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2831780.000000 Penalty: 4801.016113
	Iteration 74Q: 3 clusters Score -2831780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2831783.500000 Penalty: 4801.016113
	Iteration 75Q: 3 clusters Score -2831784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2831788.250000 Penalty: 4801.016113
	Iteration 76Q: 3 clusters Score -2831788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2831787.250000 Penalty: 4801.016113
	Iteration 77Q: 3 clusters Score -2831787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2831789.000000 Penalty: 4801.016113
	Iteration 78Q: 3 clusters Score -2831789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2831787.500000 Penalty: 4801.016113
	Iteration 79Q: 3 clusters Score -2831788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2831791.000000 Penalty: 4801.016113
	Iteration 80F: 3 clusters Score -2831791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2831792.000000 Penalty: 4801.016113
	Iteration 81Q: 3 clusters Score -2831792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2831794.750000 Penalty: 4801.016113
	Iteration 82Q: 3 clusters Score -2831795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2831794.750000 Penalty: 4801.016113
	Iteration 83F: 3 clusters Score -2831795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -1189825.625000 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -1189826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1184258.250000 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -1184258 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1185813.875000 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -1185814 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1186224.625000 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -1186225 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1186525.375000 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -1186525 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1186738.875000 Penalty: 4376.602539
	Iteration 4F: 3 clusters Score -1186739 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1186892.750000 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -1186893 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1187007.375000 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -1187007 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1187093.250000 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -1187093 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1187167.000000 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -1187167 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1187234.625000 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -1187235 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1187284.750000 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -1187285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1187332.500000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -1187332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1187363.375000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -1187363 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1187393.125000 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -1187393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1187416.375000 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -1187416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1187429.000000 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -1187429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1187451.875000 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -1187452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1187463.875000 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -1187464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1187472.125000 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -1187472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1187477.875000 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -1187478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1187486.000000 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -1187486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1187492.625000 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -1187493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1187501.125000 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -1187501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1187512.125000 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -1187512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1187521.250000 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -1187521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1187536.125000 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -1187536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1187550.125000 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -1187550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1187562.500000 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -1187562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1187568.875000 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -1187569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1187575.875000 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -1187576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1187587.375000 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -1187587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1187600.625000 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -1187601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1187611.875000 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -1187612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1187627.375000 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -1187627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1187641.750000 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -1187642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1187654.500000 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -1187654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1187678.375000 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -1187678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1187698.750000 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -1187699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1187720.250000 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -1187720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1187749.250000 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -1187749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1187776.625000 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -1187777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1187812.500000 Penalty: 4376.602539
	Iteration 41Q: 3 clusters Score -1187812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1187849.875000 Penalty: 4376.602539
	Iteration 42Q: 3 clusters Score -1187850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1187884.875000 Penalty: 4376.602539
	Iteration 43Q: 3 clusters Score -1187885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1187915.250000 Penalty: 4376.602539
	Iteration 44Q: 3 clusters Score -1187915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1187949.000000 Penalty: 4376.602539
	Iteration 45Q: 3 clusters Score -1187949 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1187982.125000 Penalty: 4376.602539
	Iteration 46Q: 3 clusters Score -1187982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1188014.500000 Penalty: 4376.602539
	Iteration 47Q: 3 clusters Score -1188014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1188043.750000 Penalty: 4376.602539
	Iteration 48Q: 3 clusters Score -1188044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1188068.875000 Penalty: 4376.602539
	Iteration 49Q: 3 clusters Score -1188069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1188093.500000 Penalty: 4376.602539
	Iteration 50Q: 3 clusters Score -1188094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1188109.500000 Penalty: 4376.602539
	Iteration 51Q: 3 clusters Score -1188110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1188125.875000 Penalty: 4376.602539
	Iteration 52Q: 3 clusters Score -1188126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1188141.750000 Penalty: 4376.602539
	Iteration 53Q: 3 clusters Score -1188142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1188159.750000 Penalty: 4376.602539
	Iteration 54Q: 3 clusters Score -1188160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1188181.625000 Penalty: 4376.602539
	Iteration 55Q: 3 clusters Score -1188182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1188197.125000 Penalty: 4376.602539
	Iteration 56Q: 3 clusters Score -1188197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1188212.375000 Penalty: 4376.602539
	Iteration 57Q: 3 clusters Score -1188212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1188222.625000 Penalty: 4376.602539
	Iteration 58Q: 3 clusters Score -1188223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1188229.000000 Penalty: 4376.602539
	Iteration 59Q: 3 clusters Score -1188229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1188238.750000 Penalty: 4376.602539
	Iteration 60F: 3 clusters Score -1188239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1188250.500000 Penalty: 4376.602539
	Iteration 61Q: 3 clusters Score -1188250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1188259.875000 Penalty: 4376.602539
	Iteration 62Q: 3 clusters Score -1188260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1188268.250000 Penalty: 4376.602539
	Iteration 63Q: 3 clusters Score -1188268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1188282.000000 Penalty: 4376.602539
	Iteration 64Q: 3 clusters Score -1188282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1188287.875000 Penalty: 4376.602539
	Iteration 65Q: 3 clusters Score -1188288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1188294.375000 Penalty: 4376.602539
	Iteration 66Q: 3 clusters Score -1188294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1188295.250000 Penalty: 4376.602539
	Iteration 67Q: 3 clusters Score -1188295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1188300.875000 Penalty: 4376.602539
	Iteration 68Q: 3 clusters Score -1188301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1188303.875000 Penalty: 4376.602539
	Iteration 69Q: 3 clusters Score -1188304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1188309.250000 Penalty: 4376.602539
	Iteration 70Q: 3 clusters Score -1188309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1188316.125000 Penalty: 4376.602539
	Iteration 71Q: 3 clusters Score -1188316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1188318.500000 Penalty: 4376.602539
	Iteration 72Q: 3 clusters Score -1188318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1188325.125000 Penalty: 4376.602539
	Iteration 73Q: 3 clusters Score -1188325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1188330.000000 Penalty: 4376.602539
	Iteration 74Q: 3 clusters Score -1188330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1188333.875000 Penalty: 4376.602539
	Iteration 75Q: 3 clusters Score -1188334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1188338.000000 Penalty: 4376.602539
	Iteration 76Q: 3 clusters Score -1188338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1188344.625000 Penalty: 4376.602539
	Iteration 77Q: 3 clusters Score -1188345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1188347.875000 Penalty: 4376.602539
	Iteration 78Q: 3 clusters Score -1188348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1188351.125000 Penalty: 4376.602539
	Iteration 79Q: 3 clusters Score -1188351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1188353.000000 Penalty: 4376.602539
	Iteration 80F: 3 clusters Score -1188353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1188357.875000 Penalty: 4376.602539
	Iteration 81Q: 3 clusters Score -1188358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1188360.750000 Penalty: 4376.602539
	Iteration 82Q: 3 clusters Score -1188361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1188365.250000 Penalty: 4376.602539
	Iteration 83Q: 3 clusters Score -1188365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1188371.750000 Penalty: 4376.602539
	Iteration 84Q: 3 clusters Score -1188372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1188377.000000 Penalty: 4376.602539
	Iteration 85Q: 3 clusters Score -1188377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1188385.000000 Penalty: 4376.602539
	Iteration 86Q: 3 clusters Score -1188385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1188387.500000 Penalty: 4376.602539
	Iteration 87Q: 3 clusters Score -1188388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1188389.625000 Penalty: 4376.602539
	Iteration 88Q: 3 clusters Score -1188390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1188391.875000 Penalty: 4376.602539
	Iteration 89Q: 3 clusters Score -1188392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1188392.750000 Penalty: 4376.602539
	Iteration 90Q: 3 clusters Score -1188393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1188397.000000 Penalty: 4376.602539
	Iteration 91Q: 3 clusters Score -1188397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1188395.875000 Penalty: 4376.602539
	Iteration 92Q: 3 clusters Score -1188396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1188396.250000 Penalty: 4376.602539
	Iteration 93Q: 3 clusters Score -1188396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1188396.500000 Penalty: 4376.602539
	Iteration 94Q: 3 clusters Score -1188396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1188397.625000 Penalty: 4376.602539
	Iteration 95Q: 3 clusters Score -1188398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1188402.375000 Penalty: 4376.602539
	Iteration 96Q: 3 clusters Score -1188402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1188401.375000 Penalty: 4376.602539
	Iteration 97Q: 3 clusters Score -1188401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1188403.000000 Penalty: 4376.602539
	Iteration 98Q: 3 clusters Score -1188403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1188402.750000 Penalty: 4376.602539
	Iteration 99Q: 3 clusters Score -1188403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1188404.625000 Penalty: 4376.602539
	Iteration 100F: 3 clusters Score -1188405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1188405.750000 Penalty: 4376.602539
	Iteration 101Q: 3 clusters Score -1188406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1188408.125000 Penalty: 4376.602539
	Iteration 102Q: 3 clusters Score -1188408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1188409.125000 Penalty: 4376.602539
	Iteration 103Q: 3 clusters Score -1188409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1188409.125000 Penalty: 4376.602539
	Iteration 104F: 3 clusters Score -1188409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Entering Unmasked Estep 
Score: -6444352.000000 Penalty: 2598.842041
	Iteration 0F: 2 clusters Score -6444352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6420076.000000 Penalty: 5197.684082
	Iteration 0F: 3 clusters Score -6420076 nChanged 16302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -6428964.500000 Penalty: 5197.684082
	Iteration 1F: 3 clusters Score -6428964 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -6429435.000000 Penalty: 5197.684082
	Iteration 2Q: 3 clusters Score -6429435 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -6429852.500000 Penalty: 5197.684082
	Iteration 3Q: 3 clusters Score -6429852 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6430287.000000 Penalty: 5197.684082
	Iteration 4Q: 3 clusters Score -6430287 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -6430789.000000 Penalty: 5197.684082
	Iteration 5Q: 3 clusters Score -6430789 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6431567.000000 Penalty: 5197.684082
	Iteration 6Q: 3 clusters Score -6431567 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -6432716.500000 Penalty: 5197.684082
	Iteration 7F: 3 clusters Score -6432716 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -6434322.000000 Penalty: 5197.684082
	Iteration 8F: 3 clusters Score -6434322 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -6436357.500000 Penalty: 5197.684082
	Iteration 9F: 3 clusters Score -6436358 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -6438452.000000 Penalty: 5197.684082
	Iteration 10F: 3 clusters Score -6438452 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -6440263.000000 Penalty: 5197.684082
	Iteration 11F: 3 clusters Score -6440263 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -6441303.000000 Penalty: 5197.684082
	Iteration 12Q: 3 clusters Score -6441303 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -6441726.000000 Penalty: 5197.684082
	Iteration 13Q: 3 clusters Score -6441726 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -6441905.500000 Penalty: 5197.684082
	Iteration 14Q: 3 clusters Score -6441906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -6441997.000000 Penalty: 5197.684082
	Iteration 15Q: 3 clusters Score -6441997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -6442035.500000 Penalty: 5197.684082
	Iteration 16Q: 3 clusters Score -6442036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -6442079.000000 Penalty: 5197.684082
	Iteration 17Q: 3 clusters Score -6442079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -6442108.000000 Penalty: 5197.684082
	Iteration 18Q: 3 clusters Score -6442108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -6442109.500000 Penalty: 5197.684082
	Iteration 19Q: 3 clusters Score -6442110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -6442114.500000 Penalty: 5197.684082
	Iteration 20F: 3 clusters Score -6442114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6442125.000000 Penalty: 5197.684082
	Iteration 21Q: 3 clusters Score -6442125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -6442125.500000 Penalty: 5197.684082
	Iteration 22Q: 3 clusters Score -6442126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6442124.000000 Penalty: 5197.684082
	Iteration 23Q: 3 clusters Score -6442124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6442124.000000 Penalty: 5197.684082
	Iteration 24F: 3 clusters Score -6442124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -1458506.000000 Penalty: 2235.492432
	Iteration 0F: 2 clusters Score -1458506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1451927.250000 Penalty: 4470.984863
	Iteration 0F: 3 clusters Score -1451927 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1453851.500000 Penalty: 4470.984863
	Iteration 1F: 3 clusters Score -1453852 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1454112.750000 Penalty: 4470.984863
	Iteration 2F: 3 clusters Score -1454113 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1454281.250000 Penalty: 4470.984863
	Iteration 3Q: 3 clusters Score -1454281 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1454417.375000 Penalty: 4470.984863
	Iteration 4Q: 3 clusters Score -1454417 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1454530.000000 Penalty: 4470.984863
	Iteration 5Q: 3 clusters Score -1454530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1454647.000000 Penalty: 4470.984863
	Iteration 6Q: 3 clusters Score -1454647 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1454774.125000 Penalty: 4470.984863
	Iteration 7Q: 3 clusters Score -1454774 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1454903.875000 Penalty: 4470.984863
	Iteration 8Q: 3 clusters Score -1454904 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1455062.375000 Penalty: 4470.984863
	Iteration 9Q: 3 clusters Score -1455062 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1455223.875000 Penalty: 4470.984863
	Iteration 10Q: 3 clusters Score -1455224 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1455402.000000 Penalty: 4470.984863
	Iteration 11Q: 3 clusters Score -1455402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1455586.375000 Penalty: 4470.984863
	Iteration 12Q: 3 clusters Score -1455586 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1455779.125000 Penalty: 4470.984863
	Iteration 13Q: 3 clusters Score -1455779 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1455968.625000 Penalty: 4470.984863
	Iteration 14Q: 3 clusters Score -1455969 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1456126.125000 Penalty: 4470.984863
	Iteration 15Q: 3 clusters Score -1456126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1456241.375000 Penalty: 4470.984863
	Iteration 16Q: 3 clusters Score -1456241 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1456333.000000 Penalty: 4470.984863
	Iteration 17Q: 3 clusters Score -1456333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1456400.875000 Penalty: 4470.984863
	Iteration 18Q: 3 clusters Score -1456401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1456463.750000 Penalty: 4470.984863
	Iteration 19Q: 3 clusters Score -1456464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1456508.125000 Penalty: 4470.984863
	Iteration 20F: 3 clusters Score -1456508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1456548.250000 Penalty: 4470.984863
	Iteration 21Q: 3 clusters Score -1456548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1456571.625000 Penalty: 4470.984863
	Iteration 22Q: 3 clusters Score -1456572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1456587.500000 Penalty: 4470.984863
	Iteration 23Q: 3 clusters Score -1456588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1456602.750000 Penalty: 4470.984863
	Iteration 24Q: 3 clusters Score -1456603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1456618.000000 Penalty: 4470.984863
	Iteration 25Q: 3 clusters Score -1456618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1456629.500000 Penalty: 4470.984863
	Iteration 26Q: 3 clusters Score -1456630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1456641.750000 Penalty: 4470.984863
	Iteration 27Q: 3 clusters Score -1456642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1456653.250000 Penalty: 4470.984863
	Iteration 28Q: 3 clusters Score -1456653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1456667.125000 Penalty: 4470.984863
	Iteration 29Q: 3 clusters Score -1456667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1456673.750000 Penalty: 4470.984863
	Iteration 30Q: 3 clusters Score -1456674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1456678.375000 Penalty: 4470.984863
	Iteration 31Q: 3 clusters Score -1456678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1456681.000000 Penalty: 4470.984863
	Iteration 32Q: 3 clusters Score -1456681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1456690.875000 Penalty: 4470.984863
	Iteration 33Q: 3 clusters Score -1456691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1456700.625000 Penalty: 4470.984863
	Iteration 34Q: 3 clusters Score -1456701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1456713.000000 Penalty: 4470.984863
	Iteration 35Q: 3 clusters Score -1456713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1456721.000000 Penalty: 4470.984863
	Iteration 36Q: 3 clusters Score -1456721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1456729.375000 Penalty: 4470.984863
	Iteration 37Q: 3 clusters Score -1456729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1456735.125000 Penalty: 4470.984863
	Iteration 38Q: 3 clusters Score -1456735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1456735.625000 Penalty: 4470.984863
	Iteration 39Q: 3 clusters Score -1456736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1456740.375000 Penalty: 4470.984863
	Iteration 40F: 3 clusters Score -1456740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1456739.125000 Penalty: 4470.984863
	Iteration 41Q: 3 clusters Score -1456739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1456741.000000 Penalty: 4470.984863
	Iteration 42Q: 3 clusters Score -1456741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1456741.000000 Penalty: 4470.984863
	Iteration 43F: 3 clusters Score -1456741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Entering Unmasked Estep 
Score: -2392198.250000 Penalty: 2360.219727
	Iteration 0F: 2 clusters Score -2392198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2382260.500000 Penalty: 4720.439453
	Iteration 0F: 3 clusters Score -2382260 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2385472.250000 Penalty: 4720.439453
	Iteration 1F: 3 clusters Score -2385472 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2385876.000000 Penalty: 4720.439453
	Iteration 2F: 3 clusters Score -2385876 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2386248.000000 Penalty: 4720.439453
	Iteration 3F: 3 clusters Score -2386248 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2386654.250000 Penalty: 4720.439453
	Iteration 4F: 3 clusters Score -2386654 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2387198.750000 Penalty: 4720.439453
	Iteration 5F: 3 clusters Score -2387199 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2387944.000000 Penalty: 4720.439453
	Iteration 6F: 3 clusters Score -2387944 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2388765.250000 Penalty: 4720.439453
	Iteration 7F: 3 clusters Score -2388765 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2389606.750000 Penalty: 4720.439453
	Iteration 8F: 3 clusters Score -2389607 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2390362.000000 Penalty: 4720.439453
	Iteration 9F: 3 clusters Score -2390362 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2390913.500000 Penalty: 4720.439453
	Iteration 10Q: 3 clusters Score -2390914 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2391288.500000 Penalty: 4720.439453
	Iteration 11Q: 3 clusters Score -2391288 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2391563.250000 Penalty: 4720.439453
	Iteration 12Q: 3 clusters Score -2391563 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2391753.500000 Penalty: 4720.439453
	Iteration 13Q: 3 clusters Score -2391754 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2391868.250000 Penalty: 4720.439453
	Iteration 14Q: 3 clusters Score -2391868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2391935.500000 Penalty: 4720.439453
	Iteration 15Q: 3 clusters Score -2391936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2391976.250000 Penalty: 4720.439453
	Iteration 16Q: 3 clusters Score -2391976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2392003.000000 Penalty: 4720.439453
	Iteration 17Q: 3 clusters Score -2392003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2392023.000000 Penalty: 4720.439453
	Iteration 18Q: 3 clusters Score -2392023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2392041.500000 Penalty: 4720.439453
	Iteration 19Q: 3 clusters Score -2392042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2392050.000000 Penalty: 4720.439453
	Iteration 20F: 3 clusters Score -2392050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2392064.000000 Penalty: 4720.439453
	Iteration 21Q: 3 clusters Score -2392064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2392063.750000 Penalty: 4720.439453
	Iteration 22Q: 3 clusters Score -2392064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2392068.250000 Penalty: 4720.439453
	Iteration 23Q: 3 clusters Score -2392068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2392067.000000 Penalty: 4720.439453
	Iteration 24Q: 3 clusters Score -2392067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2392073.000000 Penalty: 4720.439453
	Iteration 25Q: 3 clusters Score -2392073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2392070.000000 Penalty: 4720.439453
	Iteration 26Q: 3 clusters Score -2392070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2392070.750000 Penalty: 4720.439453
	Iteration 27Q: 3 clusters Score -2392071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2392068.500000 Penalty: 4720.439453
	Iteration 28Q: 3 clusters Score -2392068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2392070.000000 Penalty: 4720.439453
	Iteration 29Q: 3 clusters Score -2392070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2392073.750000 Penalty: 4720.439453
	Iteration 30Q: 3 clusters Score -2392074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2392073.750000 Penalty: 4720.439453
	Iteration 31F: 3 clusters Score -2392074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -261636.593750 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -261636.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -259204.531250 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -259204.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -259763.078125 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -259763.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -260040.312500 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -260040.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -260241.781250 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -260241.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -260410.234375 Penalty: 3683.863525
	Iteration 4F: 3 clusters Score -260410.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -260553.687500 Penalty: 3683.863525
	Iteration 5F: 3 clusters Score -260553.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -260681.718750 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -260681.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -260778.906250 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -260778.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -260852.984375 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -260853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -260931.312500 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -260931.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -260987.718750 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -260987.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261026.078125 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -261026.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -261071.156250 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -261071.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -261100.000000 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -261100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261138.359375 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -261138.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261176.859375 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -261176.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261205.640625 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -261205.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -261232.328125 Penalty: 3683.863525
	Iteration 17Q: 3 clusters Score -261232.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261262.625000 Penalty: 3683.863525
	Iteration 18Q: 3 clusters Score -261262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261277.203125 Penalty: 3683.863525
	Iteration 19Q: 3 clusters Score -261277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261285.609375 Penalty: 3683.863525
	Iteration 20F: 3 clusters Score -261285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -261290.234375 Penalty: 3683.863525
	Iteration 21Q: 3 clusters Score -261290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -261298.953125 Penalty: 3683.863525
	Iteration 22Q: 3 clusters Score -261299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -261300.812500 Penalty: 3683.863525
	Iteration 23Q: 3 clusters Score -261300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -261301.453125 Penalty: 3683.863525
	Iteration 24Q: 3 clusters Score -261301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -261302.890625 Penalty: 3683.863525
	Iteration 25Q: 3 clusters Score -261302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -261303.078125 Penalty: 3683.863525
	Iteration 26Q: 3 clusters Score -261303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -261304.187500 Penalty: 3683.863525
	Iteration 27Q: 3 clusters Score -261304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -261304.265625 Penalty: 3683.863525
	Iteration 28Q: 3 clusters Score -261304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -261304.640625 Penalty: 3683.863525
	Iteration 29Q: 3 clusters Score -261304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -261304.640625 Penalty: 3683.863525
	Iteration 30F: 3 clusters Score -261304.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Entering Unmasked Estep 
Score: -8963447.000000 Penalty: 2681.552979
	Iteration 0F: 2 clusters Score -8963447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8932841.000000 Penalty: 5363.105957
	Iteration 0F: 3 clusters Score -8932841 nChanged 22868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -8945335.000000 Penalty: 5363.105957
	Iteration 1F: 3 clusters Score -8945335 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -8945826.000000 Penalty: 5363.105957
	Iteration 2Q: 3 clusters Score -8945826 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -8946253.000000 Penalty: 5363.105957
	Iteration 3Q: 3 clusters Score -8946253 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -8946710.000000 Penalty: 5363.105957
	Iteration 4Q: 3 clusters Score -8946710 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8947178.000000 Penalty: 5363.105957
	Iteration 5Q: 3 clusters Score -8947178 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -8947752.000000 Penalty: 5363.105957
	Iteration 6Q: 3 clusters Score -8947752 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -8948570.000000 Penalty: 5363.105957
	Iteration 7Q: 3 clusters Score -8948570 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -8949925.000000 Penalty: 5363.105957
	Iteration 8F: 3 clusters Score -8949925 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -8951712.000000 Penalty: 5363.105957
	Iteration 9F: 3 clusters Score -8951712 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -8953752.000000 Penalty: 5363.105957
	Iteration 10F: 3 clusters Score -8953752 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8955953.000000 Penalty: 5363.105957
	Iteration 11F: 3 clusters Score -8955953 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -8957683.000000 Penalty: 5363.105957
	Iteration 12F: 3 clusters Score -8957683 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8959073.000000 Penalty: 5363.105957
	Iteration 13Q: 3 clusters Score -8959073 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8960116.000000 Penalty: 5363.105957
	Iteration 14Q: 3 clusters Score -8960116 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8960643.000000 Penalty: 5363.105957
	Iteration 15Q: 3 clusters Score -8960643 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8960867.000000 Penalty: 5363.105957
	Iteration 16Q: 3 clusters Score -8960867 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8961000.000000 Penalty: 5363.105957
	Iteration 17Q: 3 clusters Score -8961000 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8961051.000000 Penalty: 5363.105957
	Iteration 18Q: 3 clusters Score -8961051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8961114.000000 Penalty: 5363.105957
	Iteration 19Q: 3 clusters Score -8961114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8961149.000000 Penalty: 5363.105957
	Iteration 20F: 3 clusters Score -8961149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8961158.000000 Penalty: 5363.105957
	Iteration 21Q: 3 clusters Score -8961158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8961179.000000 Penalty: 5363.105957
	Iteration 22Q: 3 clusters Score -8961179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8961190.000000 Penalty: 5363.105957
	Iteration 23Q: 3 clusters Score -8961190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8961203.000000 Penalty: 5363.105957
	Iteration 24Q: 3 clusters Score -8961203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8961216.000000 Penalty: 5363.105957
	Iteration 25Q: 3 clusters Score -8961216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8961220.000000 Penalty: 5363.105957
	Iteration 26Q: 3 clusters Score -8961220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8961220.000000 Penalty: 5363.105957
	Iteration 27Q: 3 clusters Score -8961220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8961220.000000 Penalty: 5363.105957
	Iteration 28Q: 3 clusters Score -8961220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8961223.000000 Penalty: 5363.105957
	Iteration 29Q: 3 clusters Score -8961223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8961223.000000 Penalty: 5363.105957
	Iteration 30F: 3 clusters Score -8961223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Entering Unmasked Estep 
Score: -7897135.000000 Penalty: 2649.848877
	Iteration 0F: 2 clusters Score -7897135 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 21947 members 
Entering Unmasked Estep 
Score: -7868165.000000 Penalty: 5299.697754
	Iteration 0F: 3 clusters Score -7868165 nChanged 20008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -7879284.500000 Penalty: 5299.697754
	Iteration 1F: 3 clusters Score -7879284 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -7879726.500000 Penalty: 5299.697754
	Iteration 2Q: 3 clusters Score -7879726 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -7880217.000000 Penalty: 5299.697754
	Iteration 3Q: 3 clusters Score -7880217 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -7880783.500000 Penalty: 5299.697754
	Iteration 4Q: 3 clusters Score -7880784 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7881516.500000 Penalty: 5299.697754
	Iteration 5Q: 3 clusters Score -7881516 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -7882657.500000 Penalty: 5299.697754
	Iteration 6F: 3 clusters Score -7882658 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -7884319.500000 Penalty: 5299.697754
	Iteration 7F: 3 clusters Score -7884320 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7886603.500000 Penalty: 5299.697754
	Iteration 8F: 3 clusters Score -7886604 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -7889214.500000 Penalty: 5299.697754
	Iteration 9F: 3 clusters Score -7889214 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -7891572.000000 Penalty: 5299.697754
	Iteration 10F: 3 clusters Score -7891572 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7893278.000000 Penalty: 5299.697754
	Iteration 11Q: 3 clusters Score -7893278 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -7894094.000000 Penalty: 5299.697754
	Iteration 12Q: 3 clusters Score -7894094 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -7894450.000000 Penalty: 5299.697754
	Iteration 13Q: 3 clusters Score -7894450 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -7894658.500000 Penalty: 5299.697754
	Iteration 14Q: 3 clusters Score -7894658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -7894786.500000 Penalty: 5299.697754
	Iteration 15Q: 3 clusters Score -7894786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -7894838.000000 Penalty: 5299.697754
	Iteration 16Q: 3 clusters Score -7894838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -7894869.000000 Penalty: 5299.697754
	Iteration 17Q: 3 clusters Score -7894869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -7894885.500000 Penalty: 5299.697754
	Iteration 18Q: 3 clusters Score -7894886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -7894919.000000 Penalty: 5299.697754
	Iteration 19Q: 3 clusters Score -7894919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -7894916.000000 Penalty: 5299.697754
	Iteration 20F: 3 clusters Score -7894916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -7894919.500000 Penalty: 5299.697754
	Iteration 21Q: 3 clusters Score -7894920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -7894932.000000 Penalty: 5299.697754
	Iteration 22Q: 3 clusters Score -7894932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -7894942.500000 Penalty: 5299.697754
	Iteration 23Q: 3 clusters Score -7894942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -7894939.500000 Penalty: 5299.697754
	Iteration 24Q: 3 clusters Score -7894940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -7894950.000000 Penalty: 5299.697754
	Iteration 25Q: 3 clusters Score -7894950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -7894941.500000 Penalty: 5299.697754
	Iteration 26Q: 3 clusters Score -7894942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -7894938.500000 Penalty: 5299.697754
	Iteration 27Q: 3 clusters Score -7894938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -7894949.500000 Penalty: 5299.697754
	Iteration 28Q: 3 clusters Score -7894950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -7894950.000000 Penalty: 5299.697754
	Iteration 29Q: 3 clusters Score -7894950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -7894950.500000 Penalty: 5299.697754
	Iteration 30Q: 3 clusters Score -7894950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -7894950.500000 Penalty: 5299.697754
	Iteration 31F: 3 clusters Score -7894950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Entering Unmasked Estep 
Score: -1873609.250000 Penalty: 2297.230957
	Iteration 0F: 2 clusters Score -1873609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1865633.000000 Penalty: 4594.461914
	Iteration 0F: 3 clusters Score -1865633 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1868019.125000 Penalty: 4594.461914
	Iteration 1F: 3 clusters Score -1868019 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1868398.375000 Penalty: 4594.461914
	Iteration 2F: 3 clusters Score -1868398 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1868739.125000 Penalty: 4594.461914
	Iteration 3F: 3 clusters Score -1868739 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1869111.000000 Penalty: 4594.461914
	Iteration 4F: 3 clusters Score -1869111 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1869495.375000 Penalty: 4594.461914
	Iteration 5F: 3 clusters Score -1869495 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1869821.375000 Penalty: 4594.461914
	Iteration 6Q: 3 clusters Score -1869821 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1870059.000000 Penalty: 4594.461914
	Iteration 7Q: 3 clusters Score -1870059 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1870302.125000 Penalty: 4594.461914
	Iteration 8Q: 3 clusters Score -1870302 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1870516.750000 Penalty: 4594.461914
	Iteration 9Q: 3 clusters Score -1870517 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1870738.000000 Penalty: 4594.461914
	Iteration 10Q: 3 clusters Score -1870738 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1870939.625000 Penalty: 4594.461914
	Iteration 11Q: 3 clusters Score -1870940 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1871117.875000 Penalty: 4594.461914
	Iteration 12Q: 3 clusters Score -1871118 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1871265.500000 Penalty: 4594.461914
	Iteration 13Q: 3 clusters Score -1871266 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1871385.375000 Penalty: 4594.461914
	Iteration 14Q: 3 clusters Score -1871385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1871490.375000 Penalty: 4594.461914
	Iteration 15Q: 3 clusters Score -1871490 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1871572.125000 Penalty: 4594.461914
	Iteration 16Q: 3 clusters Score -1871572 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1871637.625000 Penalty: 4594.461914
	Iteration 17Q: 3 clusters Score -1871638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1871673.500000 Penalty: 4594.461914
	Iteration 18Q: 3 clusters Score -1871674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1871705.375000 Penalty: 4594.461914
	Iteration 19Q: 3 clusters Score -1871705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1871723.750000 Penalty: 4594.461914
	Iteration 20F: 3 clusters Score -1871724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1871747.500000 Penalty: 4594.461914
	Iteration 21Q: 3 clusters Score -1871748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1871772.500000 Penalty: 4594.461914
	Iteration 22Q: 3 clusters Score -1871772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1871781.875000 Penalty: 4594.461914
	Iteration 23Q: 3 clusters Score -1871782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1871787.250000 Penalty: 4594.461914
	Iteration 24Q: 3 clusters Score -1871787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1871801.250000 Penalty: 4594.461914
	Iteration 25Q: 3 clusters Score -1871801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1871812.875000 Penalty: 4594.461914
	Iteration 26Q: 3 clusters Score -1871813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1871822.000000 Penalty: 4594.461914
	Iteration 27Q: 3 clusters Score -1871822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1871825.250000 Penalty: 4594.461914
	Iteration 28Q: 3 clusters Score -1871825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1871832.125000 Penalty: 4594.461914
	Iteration 29Q: 3 clusters Score -1871832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1871826.375000 Penalty: 4594.461914
	Iteration 30Q: 3 clusters Score -1871826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1871827.000000 Penalty: 4594.461914
	Iteration 31Q: 3 clusters Score -1871827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1871831.750000 Penalty: 4594.461914
	Iteration 32Q: 3 clusters Score -1871832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1871832.375000 Penalty: 4594.461914
	Iteration 33Q: 3 clusters Score -1871832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1871834.500000 Penalty: 4594.461914
	Iteration 34Q: 3 clusters Score -1871834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1871837.875000 Penalty: 4594.461914
	Iteration 35Q: 3 clusters Score -1871838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1871843.875000 Penalty: 4594.461914
	Iteration 36Q: 3 clusters Score -1871844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1871846.125000 Penalty: 4594.461914
	Iteration 37Q: 3 clusters Score -1871846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1871853.375000 Penalty: 4594.461914
	Iteration 38Q: 3 clusters Score -1871853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1871856.625000 Penalty: 4594.461914
	Iteration 39Q: 3 clusters Score -1871857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1871860.000000 Penalty: 4594.461914
	Iteration 40F: 3 clusters Score -1871860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1871858.500000 Penalty: 4594.461914
	Iteration 41Q: 3 clusters Score -1871858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1871861.375000 Penalty: 4594.461914
	Iteration 42Q: 3 clusters Score -1871861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1871866.500000 Penalty: 4594.461914
	Iteration 43Q: 3 clusters Score -1871866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1871864.875000 Penalty: 4594.461914
	Iteration 44Q: 3 clusters Score -1871865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1871863.875000 Penalty: 4594.461914
	Iteration 45Q: 3 clusters Score -1871864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1871868.125000 Penalty: 4594.461914
	Iteration 46Q: 3 clusters Score -1871868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1871869.750000 Penalty: 4594.461914
	Iteration 47Q: 3 clusters Score -1871870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1871867.750000 Penalty: 4594.461914
	Iteration 48Q: 3 clusters Score -1871868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1871869.500000 Penalty: 4594.461914
	Iteration 49Q: 3 clusters Score -1871870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1871871.000000 Penalty: 4594.461914
	Iteration 50Q: 3 clusters Score -1871871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1871871.750000 Penalty: 4594.461914
	Iteration 51Q: 3 clusters Score -1871872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1871870.125000 Penalty: 4594.461914
	Iteration 52Q: 3 clusters Score -1871870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1871867.875000 Penalty: 4594.461914
	Iteration 53Q: 3 clusters Score -1871868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1871866.750000 Penalty: 4594.461914
	Iteration 54Q: 3 clusters Score -1871867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1871866.125000 Penalty: 4594.461914
	Iteration 55Q: 3 clusters Score -1871866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1871866.125000 Penalty: 4594.461914
	Iteration 56F: 3 clusters Score -1871866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -104731.750000 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -104731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103062.773438 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -103062.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103715.687500 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -103715.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104032.203125 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -104032.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -104156.593750 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -104156.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104282.765625 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -104282.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104396.937500 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -104396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104441.742188 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -104441.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -104482.593750 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -104482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104495.546875 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -104495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104500.203125 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -104500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104500.203125 Penalty: 3314.325684
	Iteration 10F: 3 clusters Score -104500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -261167.140625 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -261167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -258857.609375 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -258857.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -259367.671875 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -259367.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -259699.468750 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -259699.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -260005.500000 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -260005.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -260380.625000 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -260380.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -260745.000000 Penalty: 3646.492676
	Iteration 5F: 3 clusters Score -260745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260997.656250 Penalty: 3646.492676
	Iteration 6F: 3 clusters Score -260997.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261198.031250 Penalty: 3646.492676
	Iteration 7Q: 3 clusters Score -261198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261405.203125 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -261405.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -261671.937500 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -261671.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -262057.390625 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -262057.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262216.625000 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -262216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -262236.218750 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -262236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -262240.593750 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -262240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -262242.500000 Penalty: 3646.492676
	Iteration 14Q: 3 clusters Score -262242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -262245.468750 Penalty: 3646.492676
	Iteration 15Q: 3 clusters Score -262245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -262249.562500 Penalty: 3646.492676
	Iteration 16Q: 3 clusters Score -262249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -262249.562500 Penalty: 3646.492676
	Iteration 17F: 3 clusters Score -262249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 47012 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42506 members 
Mstep: Class 7 contains 47494 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 38938 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 50570 members 
Mstep: Class 15 contains 45648 members 
Mstep: Class 16 contains 9591 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 43388 members 
Mstep: Class 20 contains 15986 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35568 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 13589 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49648 members 
Mstep: Class 27 contains 43690 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 41310 members 
Mstep: Class 32 contains 48412 members 
Mstep: Class 33 contains 69801 members 
Mstep: Class 34 contains 26265 members 
Mstep: Class 35 contains 41035 members 
Mstep: Class 36 contains 19601 members 
Mstep: Class 37 contains 38939 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44052 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58947 members 
Mstep: Class 42 contains 47497 members 
Mstep: Class 43 contains 1066 members 
Entering Unmasked Estep 
Score: -196414416.000000 Penalty: 148555.890625
Splitting cluster 30 changes total score from -196414752.000000 to -196414416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (41310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Entering Unmasked Estep 
Score: -7355955.000000 Penalty: 2635.957275
	Iteration 0F: 2 clusters Score -7355955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -7328277.500000 Penalty: 5271.914551
	Iteration 0F: 3 clusters Score -7328278 nChanged 19044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -7338678.500000 Penalty: 5271.914551
	Iteration 1F: 3 clusters Score -7338678 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -7339271.500000 Penalty: 5271.914551
	Iteration 2Q: 3 clusters Score -7339272 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -7339801.000000 Penalty: 5271.914551
	Iteration 3Q: 3 clusters Score -7339801 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -7340353.000000 Penalty: 5271.914551
	Iteration 4Q: 3 clusters Score -7340353 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7340920.500000 Penalty: 5271.914551
	Iteration 5Q: 3 clusters Score -7340920 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7341455.500000 Penalty: 5271.914551
	Iteration 6Q: 3 clusters Score -7341456 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -7342059.500000 Penalty: 5271.914551
	Iteration 7Q: 3 clusters Score -7342060 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -7342781.500000 Penalty: 5271.914551
	Iteration 8Q: 3 clusters Score -7342782 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7343758.500000 Penalty: 5271.914551
	Iteration 9Q: 3 clusters Score -7343758 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -7345026.500000 Penalty: 5271.914551
	Iteration 10F: 3 clusters Score -7345026 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -7346621.500000 Penalty: 5271.914551
	Iteration 11F: 3 clusters Score -7346622 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -7348248.500000 Penalty: 5271.914551
	Iteration 12F: 3 clusters Score -7348248 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -7349504.500000 Penalty: 5271.914551
	Iteration 13Q: 3 clusters Score -7349504 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -7350381.500000 Penalty: 5271.914551
	Iteration 14Q: 3 clusters Score -7350382 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -7350976.500000 Penalty: 5271.914551
	Iteration 15Q: 3 clusters Score -7350976 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -7351495.000000 Penalty: 5271.914551
	Iteration 16Q: 3 clusters Score -7351495 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -7351943.500000 Penalty: 5271.914551
	Iteration 17Q: 3 clusters Score -7351944 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -7352339.500000 Penalty: 5271.914551
	Iteration 18Q: 3 clusters Score -7352340 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -7352644.500000 Penalty: 5271.914551
	Iteration 19Q: 3 clusters Score -7352644 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -7352969.500000 Penalty: 5271.914551
	Iteration 20F: 3 clusters Score -7352970 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7353248.500000 Penalty: 5271.914551
	Iteration 21Q: 3 clusters Score -7353248 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -7353425.500000 Penalty: 5271.914551
	Iteration 22Q: 3 clusters Score -7353426 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -7353547.500000 Penalty: 5271.914551
	Iteration 23Q: 3 clusters Score -7353548 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7353704.500000 Penalty: 5271.914551
	Iteration 24Q: 3 clusters Score -7353704 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7353839.000000 Penalty: 5271.914551
	Iteration 25Q: 3 clusters Score -7353839 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7353918.000000 Penalty: 5271.914551
	Iteration 26Q: 3 clusters Score -7353918 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -7353989.500000 Penalty: 5271.914551
	Iteration 27Q: 3 clusters Score -7353990 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7354042.500000 Penalty: 5271.914551
	Iteration 28Q: 3 clusters Score -7354042 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7354102.000000 Penalty: 5271.914551
	Iteration 29Q: 3 clusters Score -7354102 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7354133.000000 Penalty: 5271.914551
	Iteration 30Q: 3 clusters Score -7354133 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7354149.000000 Penalty: 5271.914551
	Iteration 31Q: 3 clusters Score -7354149 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7354157.500000 Penalty: 5271.914551
	Iteration 32Q: 3 clusters Score -7354158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7354173.000000 Penalty: 5271.914551
	Iteration 33Q: 3 clusters Score -7354173 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7354197.500000 Penalty: 5271.914551
	Iteration 34Q: 3 clusters Score -7354198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7354222.000000 Penalty: 5271.914551
	Iteration 35Q: 3 clusters Score -7354222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7354233.000000 Penalty: 5271.914551
	Iteration 36Q: 3 clusters Score -7354233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7354243.500000 Penalty: 5271.914551
	Iteration 37Q: 3 clusters Score -7354244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7354249.000000 Penalty: 5271.914551
	Iteration 38Q: 3 clusters Score -7354249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7354256.000000 Penalty: 5271.914551
	Iteration 39Q: 3 clusters Score -7354256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7354282.000000 Penalty: 5271.914551
	Iteration 40F: 3 clusters Score -7354282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7354302.000000 Penalty: 5271.914551
	Iteration 41Q: 3 clusters Score -7354302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7354305.000000 Penalty: 5271.914551
	Iteration 42Q: 3 clusters Score -7354305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7354306.500000 Penalty: 5271.914551
	Iteration 43Q: 3 clusters Score -7354306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7354307.500000 Penalty: 5271.914551
	Iteration 44Q: 3 clusters Score -7354308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7354336.000000 Penalty: 5271.914551
	Iteration 45Q: 3 clusters Score -7354336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7354335.000000 Penalty: 5271.914551
	Iteration 46Q: 3 clusters Score -7354335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7354348.500000 Penalty: 5271.914551
	Iteration 47Q: 3 clusters Score -7354348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7354344.000000 Penalty: 5271.914551
	Iteration 48Q: 3 clusters Score -7354344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7354340.500000 Penalty: 5271.914551
	Iteration 49Q: 3 clusters Score -7354340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7354345.000000 Penalty: 5271.914551
	Iteration 50Q: 3 clusters Score -7354345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7354342.000000 Penalty: 5271.914551
	Iteration 51Q: 3 clusters Score -7354342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7354350.000000 Penalty: 5271.914551
	Iteration 52Q: 3 clusters Score -7354350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7354352.500000 Penalty: 5271.914551
	Iteration 53Q: 3 clusters Score -7354352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7354347.500000 Penalty: 5271.914551
	Iteration 54Q: 3 clusters Score -7354348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7354347.500000 Penalty: 5271.914551
	Iteration 55Q: 3 clusters Score -7354348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7354349.000000 Penalty: 5271.914551
	Iteration 56Q: 3 clusters Score -7354349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7354350.000000 Penalty: 5271.914551
	Iteration 57Q: 3 clusters Score -7354350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7354354.500000 Penalty: 5271.914551
	Iteration 58Q: 3 clusters Score -7354354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7354354.500000 Penalty: 5271.914551
	Iteration 59F: 3 clusters Score -7354354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Entering Unmasked Estep 
Score: -8602918.000000 Penalty: 2675.300781
	Iteration 0F: 2 clusters Score -8602918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -8572067.000000 Penalty: 5350.601562
	Iteration 0F: 3 clusters Score -8572067 nChanged 22371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8584742.000000 Penalty: 5350.601562
	Iteration 1F: 3 clusters Score -8584742 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -8585782.000000 Penalty: 5350.601562
	Iteration 2Q: 3 clusters Score -8585782 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -8586953.000000 Penalty: 5350.601562
	Iteration 3F: 3 clusters Score -8586953 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -8588402.000000 Penalty: 5350.601562
	Iteration 4F: 3 clusters Score -8588402 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -8590075.000000 Penalty: 5350.601562
	Iteration 5F: 3 clusters Score -8590075 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -8591742.000000 Penalty: 5350.601562
	Iteration 6F: 3 clusters Score -8591742 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8593445.000000 Penalty: 5350.601562
	Iteration 7F: 3 clusters Score -8593445 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -8594822.000000 Penalty: 5350.601562
	Iteration 8F: 3 clusters Score -8594822 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -8595893.000000 Penalty: 5350.601562
	Iteration 9Q: 3 clusters Score -8595893 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -8596605.000000 Penalty: 5350.601562
	Iteration 10Q: 3 clusters Score -8596605 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -8597112.000000 Penalty: 5350.601562
	Iteration 11Q: 3 clusters Score -8597112 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -8597354.000000 Penalty: 5350.601562
	Iteration 12Q: 3 clusters Score -8597354 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -8597539.000000 Penalty: 5350.601562
	Iteration 13Q: 3 clusters Score -8597539 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -8597618.000000 Penalty: 5350.601562
	Iteration 14Q: 3 clusters Score -8597618 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -8597745.000000 Penalty: 5350.601562
	Iteration 15Q: 3 clusters Score -8597745 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -8597862.000000 Penalty: 5350.601562
	Iteration 16Q: 3 clusters Score -8597862 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -8597948.000000 Penalty: 5350.601562
	Iteration 17Q: 3 clusters Score -8597948 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -8598014.000000 Penalty: 5350.601562
	Iteration 18Q: 3 clusters Score -8598014 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -8598050.000000 Penalty: 5350.601562
	Iteration 19Q: 3 clusters Score -8598050 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -8598092.000000 Penalty: 5350.601562
	Iteration 20F: 3 clusters Score -8598092 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -8598110.000000 Penalty: 5350.601562
	Iteration 21Q: 3 clusters Score -8598110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -8598150.000000 Penalty: 5350.601562
	Iteration 22Q: 3 clusters Score -8598150 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -8598148.000000 Penalty: 5350.601562
	Iteration 23Q: 3 clusters Score -8598148 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -8598173.000000 Penalty: 5350.601562
	Iteration 24Q: 3 clusters Score -8598173 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -8598202.000000 Penalty: 5350.601562
	Iteration 25Q: 3 clusters Score -8598202 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -8598212.000000 Penalty: 5350.601562
	Iteration 26Q: 3 clusters Score -8598212 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -8598244.000000 Penalty: 5350.601562
	Iteration 27Q: 3 clusters Score -8598244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -8598278.000000 Penalty: 5350.601562
	Iteration 28Q: 3 clusters Score -8598278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -8598312.000000 Penalty: 5350.601562
	Iteration 29Q: 3 clusters Score -8598312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -8598335.000000 Penalty: 5350.601562
	Iteration 30Q: 3 clusters Score -8598335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -8598332.000000 Penalty: 5350.601562
	Iteration 31Q: 3 clusters Score -8598332 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -8598336.000000 Penalty: 5350.601562
	Iteration 32Q: 3 clusters Score -8598336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8598335.000000 Penalty: 5350.601562
	Iteration 33Q: 3 clusters Score -8598335 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -8598357.000000 Penalty: 5350.601562
	Iteration 34Q: 3 clusters Score -8598357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -8598342.000000 Penalty: 5350.601562
	Iteration 35Q: 3 clusters Score -8598342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -8598356.000000 Penalty: 5350.601562
	Iteration 36Q: 3 clusters Score -8598356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -8598380.000000 Penalty: 5350.601562
	Iteration 37Q: 3 clusters Score -8598380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -8598383.000000 Penalty: 5350.601562
	Iteration 38Q: 3 clusters Score -8598383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -8598395.000000 Penalty: 5350.601562
	Iteration 39Q: 3 clusters Score -8598395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -8598397.000000 Penalty: 5350.601562
	Iteration 40F: 3 clusters Score -8598397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -8598386.000000 Penalty: 5350.601562
	Iteration 41Q: 3 clusters Score -8598386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -8598392.000000 Penalty: 5350.601562
	Iteration 42Q: 3 clusters Score -8598392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -8598403.000000 Penalty: 5350.601562
	Iteration 43Q: 3 clusters Score -8598403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -8598398.000000 Penalty: 5350.601562
	Iteration 44Q: 3 clusters Score -8598398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8598394.000000 Penalty: 5350.601562
	Iteration 45Q: 3 clusters Score -8598394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -8598387.000000 Penalty: 5350.601562
	Iteration 46Q: 3 clusters Score -8598387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -8598390.000000 Penalty: 5350.601562
	Iteration 47Q: 3 clusters Score -8598390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -8598385.000000 Penalty: 5350.601562
	Iteration 48Q: 3 clusters Score -8598385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -8598368.000000 Penalty: 5350.601562
	Iteration 49Q: 3 clusters Score -8598368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -8598361.000000 Penalty: 5350.601562
	Iteration 50Q: 3 clusters Score -8598361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -8598362.000000 Penalty: 5350.601562
	Iteration 51Q: 3 clusters Score -8598362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8598361.000000 Penalty: 5350.601562
	Iteration 52Q: 3 clusters Score -8598361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -8598373.000000 Penalty: 5350.601562
	Iteration 53Q: 3 clusters Score -8598373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -8598374.000000 Penalty: 5350.601562
	Iteration 54Q: 3 clusters Score -8598374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8598373.000000 Penalty: 5350.601562
	Iteration 55Q: 3 clusters Score -8598373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8598369.000000 Penalty: 5350.601562
	Iteration 56Q: 3 clusters Score -8598369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -8598368.000000 Penalty: 5350.601562
	Iteration 57Q: 3 clusters Score -8598368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -8598369.000000 Penalty: 5350.601562
	Iteration 58Q: 3 clusters Score -8598369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -8598371.000000 Penalty: 5350.601562
	Iteration 59Q: 3 clusters Score -8598371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -8598368.000000 Penalty: 5350.601562
	Iteration 60F: 3 clusters Score -8598368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -8598366.000000 Penalty: 5350.601562
	Iteration 61Q: 3 clusters Score -8598366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -8598370.000000 Penalty: 5350.601562
	Iteration 62Q: 3 clusters Score -8598370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -8598369.000000 Penalty: 5350.601562
	Iteration 63Q: 3 clusters Score -8598369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -8598365.000000 Penalty: 5350.601562
	Iteration 64Q: 3 clusters Score -8598365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -8598365.000000 Penalty: 5350.601562
	Iteration 65Q: 3 clusters Score -8598365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -8598369.000000 Penalty: 5350.601562
	Iteration 66Q: 3 clusters Score -8598369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -8598375.000000 Penalty: 5350.601562
	Iteration 67Q: 3 clusters Score -8598375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -8598369.000000 Penalty: 5350.601562
	Iteration 68Q: 3 clusters Score -8598369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -8598367.000000 Penalty: 5350.601562
	Iteration 69Q: 3 clusters Score -8598367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8598364.000000 Penalty: 5350.601562
	Iteration 70Q: 3 clusters Score -8598364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -8598370.000000 Penalty: 5350.601562
	Iteration 71Q: 3 clusters Score -8598370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -8598373.000000 Penalty: 5350.601562
	Iteration 72Q: 3 clusters Score -8598373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -8598375.000000 Penalty: 5350.601562
	Iteration 73Q: 3 clusters Score -8598375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -8598372.000000 Penalty: 5350.601562
	Iteration 74Q: 3 clusters Score -8598372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -8598372.000000 Penalty: 5350.601562
	Iteration 75F: 3 clusters Score -8598372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Entering Unmasked Estep 
Score: -12279907.000000 Penalty: 2766.043945
	Iteration 0F: 2 clusters Score -1.227991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -12237807.000000 Penalty: 5532.087891
	Iteration 0F: 3 clusters Score -1.223781e+07 nChanged 32697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -12255838.000000 Penalty: 5532.087891
	Iteration 1F: 3 clusters Score -1.225584e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -12256601.000000 Penalty: 5532.087891
	Iteration 2Q: 3 clusters Score -1.22566e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -12257461.000000 Penalty: 5532.087891
	Iteration 3Q: 3 clusters Score -1.225746e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -12258535.000000 Penalty: 5532.087891
	Iteration 4Q: 3 clusters Score -1.225854e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -12260109.000000 Penalty: 5532.087891
	Iteration 5Q: 3 clusters Score -1.226011e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -12262423.000000 Penalty: 5532.087891
	Iteration 6F: 3 clusters Score -1.226242e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -12265352.000000 Penalty: 5532.087891
	Iteration 7F: 3 clusters Score -1.226535e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -12268686.000000 Penalty: 5532.087891
	Iteration 8F: 3 clusters Score -1.226869e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -12271796.000000 Penalty: 5532.087891
	Iteration 9F: 3 clusters Score -1.22718e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -12274009.000000 Penalty: 5532.087891
	Iteration 10Q: 3 clusters Score -1.227401e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -12275413.000000 Penalty: 5532.087891
	Iteration 11Q: 3 clusters Score -1.227541e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -12276333.000000 Penalty: 5532.087891
	Iteration 12Q: 3 clusters Score -1.227633e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -12276783.000000 Penalty: 5532.087891
	Iteration 13Q: 3 clusters Score -1.227678e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -12277063.000000 Penalty: 5532.087891
	Iteration 14Q: 3 clusters Score -1.227706e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -12277196.000000 Penalty: 5532.087891
	Iteration 15Q: 3 clusters Score -1.22772e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -12277296.000000 Penalty: 5532.087891
	Iteration 16Q: 3 clusters Score -1.22773e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -12277366.000000 Penalty: 5532.087891
	Iteration 17Q: 3 clusters Score -1.227737e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -12277430.000000 Penalty: 5532.087891
	Iteration 18Q: 3 clusters Score -1.227743e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -12277452.000000 Penalty: 5532.087891
	Iteration 19Q: 3 clusters Score -1.227745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -12277449.000000 Penalty: 5532.087891
	Iteration 20F: 3 clusters Score -1.227745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -12277477.000000 Penalty: 5532.087891
	Iteration 21Q: 3 clusters Score -1.227748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -12277489.000000 Penalty: 5532.087891
	Iteration 22Q: 3 clusters Score -1.227749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -12277480.000000 Penalty: 5532.087891
	Iteration 23Q: 3 clusters Score -1.227748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -12277488.000000 Penalty: 5532.087891
	Iteration 24Q: 3 clusters Score -1.227749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -12277493.000000 Penalty: 5532.087891
	Iteration 25Q: 3 clusters Score -1.227749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -12277497.000000 Penalty: 5532.087891
	Iteration 26Q: 3 clusters Score -1.22775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -12277496.000000 Penalty: 5532.087891
	Iteration 27Q: 3 clusters Score -1.22775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -12277492.000000 Penalty: 5532.087891
	Iteration 28Q: 3 clusters Score -1.227749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -12277492.000000 Penalty: 5532.087891
	Iteration 29F: 3 clusters Score -1.227749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Entering Unmasked Estep 
Score: -4740909.000000 Penalty: 2523.646240
	Iteration 0F: 2 clusters Score -4740909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4722959.000000 Penalty: 5047.292480
	Iteration 0F: 3 clusters Score -4722959 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4729260.000000 Penalty: 5047.292480
	Iteration 1F: 3 clusters Score -4729260 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4729789.000000 Penalty: 5047.292480
	Iteration 2F: 3 clusters Score -4729789 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4730275.500000 Penalty: 5047.292480
	Iteration 3Q: 3 clusters Score -4730276 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4730797.500000 Penalty: 5047.292480
	Iteration 4Q: 3 clusters Score -4730798 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4731391.000000 Penalty: 5047.292480
	Iteration 5Q: 3 clusters Score -4731391 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4732268.000000 Penalty: 5047.292480
	Iteration 6F: 3 clusters Score -4732268 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4733406.000000 Penalty: 5047.292480
	Iteration 7F: 3 clusters Score -4733406 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4734860.000000 Penalty: 5047.292480
	Iteration 8F: 3 clusters Score -4734860 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -4736288.500000 Penalty: 5047.292480
	Iteration 9F: 3 clusters Score -4736288 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4737362.000000 Penalty: 5047.292480
	Iteration 10Q: 3 clusters Score -4737362 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4737947.000000 Penalty: 5047.292480
	Iteration 11Q: 3 clusters Score -4737947 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -4738270.500000 Penalty: 5047.292480
	Iteration 12Q: 3 clusters Score -4738270 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -4738432.500000 Penalty: 5047.292480
	Iteration 13Q: 3 clusters Score -4738432 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -4738565.000000 Penalty: 5047.292480
	Iteration 14Q: 3 clusters Score -4738565 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -4738640.000000 Penalty: 5047.292480
	Iteration 15Q: 3 clusters Score -4738640 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4738706.000000 Penalty: 5047.292480
	Iteration 16Q: 3 clusters Score -4738706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4738747.500000 Penalty: 5047.292480
	Iteration 17Q: 3 clusters Score -4738748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4738778.000000 Penalty: 5047.292480
	Iteration 18Q: 3 clusters Score -4738778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4738825.500000 Penalty: 5047.292480
	Iteration 19Q: 3 clusters Score -4738826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4738851.000000 Penalty: 5047.292480
	Iteration 20F: 3 clusters Score -4738851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -4738876.500000 Penalty: 5047.292480
	Iteration 21Q: 3 clusters Score -4738876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4738883.500000 Penalty: 5047.292480
	Iteration 22Q: 3 clusters Score -4738884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4738879.500000 Penalty: 5047.292480
	Iteration 23Q: 3 clusters Score -4738880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4738882.000000 Penalty: 5047.292480
	Iteration 24Q: 3 clusters Score -4738882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -4738889.000000 Penalty: 5047.292480
	Iteration 25Q: 3 clusters Score -4738889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -4738887.000000 Penalty: 5047.292480
	Iteration 26Q: 3 clusters Score -4738887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4738888.500000 Penalty: 5047.292480
	Iteration 27Q: 3 clusters Score -4738888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -4738886.000000 Penalty: 5047.292480
	Iteration 28Q: 3 clusters Score -4738886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4738885.000000 Penalty: 5047.292480
	Iteration 29Q: 3 clusters Score -4738885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4738885.000000 Penalty: 5047.292480
	Iteration 30F: 3 clusters Score -4738885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Entering Unmasked Estep 
Score: -7368099.500000 Penalty: 2634.300781
	Iteration 0F: 2 clusters Score -7368100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -7340680.500000 Penalty: 5268.601562
	Iteration 0F: 3 clusters Score -7340680 nChanged 18833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -7351139.500000 Penalty: 5268.601562
	Iteration 1F: 3 clusters Score -7351140 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -7352013.500000 Penalty: 5268.601562
	Iteration 2F: 3 clusters Score -7352014 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -7353039.000000 Penalty: 5268.601562
	Iteration 3F: 3 clusters Score -7353039 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -7354285.500000 Penalty: 5268.601562
	Iteration 4F: 3 clusters Score -7354286 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -7355488.000000 Penalty: 5268.601562
	Iteration 5F: 3 clusters Score -7355488 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -7356898.000000 Penalty: 5268.601562
	Iteration 6F: 3 clusters Score -7356898 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -7358420.000000 Penalty: 5268.601562
	Iteration 7F: 3 clusters Score -7358420 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -7359994.500000 Penalty: 5268.601562
	Iteration 8F: 3 clusters Score -7359994 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -7361284.500000 Penalty: 5268.601562
	Iteration 9Q: 3 clusters Score -7361284 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -7362362.000000 Penalty: 5268.601562
	Iteration 10Q: 3 clusters Score -7362362 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -7363202.000000 Penalty: 5268.601562
	Iteration 11Q: 3 clusters Score -7363202 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7363878.500000 Penalty: 5268.601562
	Iteration 12Q: 3 clusters Score -7363878 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7364334.500000 Penalty: 5268.601562
	Iteration 13Q: 3 clusters Score -7364334 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7364720.000000 Penalty: 5268.601562
	Iteration 14Q: 3 clusters Score -7364720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7364981.000000 Penalty: 5268.601562
	Iteration 15Q: 3 clusters Score -7364981 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7365224.000000 Penalty: 5268.601562
	Iteration 16Q: 3 clusters Score -7365224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7365377.500000 Penalty: 5268.601562
	Iteration 17Q: 3 clusters Score -7365378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7365484.500000 Penalty: 5268.601562
	Iteration 18Q: 3 clusters Score -7365484 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7365592.000000 Penalty: 5268.601562
	Iteration 19Q: 3 clusters Score -7365592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7365643.000000 Penalty: 5268.601562
	Iteration 20F: 3 clusters Score -7365643 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7365692.000000 Penalty: 5268.601562
	Iteration 21Q: 3 clusters Score -7365692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7365728.500000 Penalty: 5268.601562
	Iteration 22Q: 3 clusters Score -7365728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7365762.000000 Penalty: 5268.601562
	Iteration 23Q: 3 clusters Score -7365762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7365791.500000 Penalty: 5268.601562
	Iteration 24Q: 3 clusters Score -7365792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7365819.000000 Penalty: 5268.601562
	Iteration 25Q: 3 clusters Score -7365819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7365836.000000 Penalty: 5268.601562
	Iteration 26Q: 3 clusters Score -7365836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7365848.000000 Penalty: 5268.601562
	Iteration 27Q: 3 clusters Score -7365848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7365851.500000 Penalty: 5268.601562
	Iteration 28Q: 3 clusters Score -7365852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7365860.500000 Penalty: 5268.601562
	Iteration 29Q: 3 clusters Score -7365860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7365856.500000 Penalty: 5268.601562
	Iteration 30Q: 3 clusters Score -7365856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7365865.500000 Penalty: 5268.601562
	Iteration 31Q: 3 clusters Score -7365866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7365866.000000 Penalty: 5268.601562
	Iteration 32Q: 3 clusters Score -7365866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7365866.000000 Penalty: 5268.601562
	Iteration 33F: 3 clusters Score -7365866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Entering Unmasked Estep 
Score: -3552958.000000 Penalty: 2451.067383
	Iteration 0F: 2 clusters Score -3552958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3539081.500000 Penalty: 4902.134766
	Iteration 0F: 3 clusters Score -3539082 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3543761.250000 Penalty: 4902.134766
	Iteration 1F: 3 clusters Score -3543761 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3544137.500000 Penalty: 4902.134766
	Iteration 2F: 3 clusters Score -3544138 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3544416.500000 Penalty: 4902.134766
	Iteration 3Q: 3 clusters Score -3544416 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3544699.750000 Penalty: 4902.134766
	Iteration 4Q: 3 clusters Score -3544700 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3544986.250000 Penalty: 4902.134766
	Iteration 5Q: 3 clusters Score -3544986 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3545377.000000 Penalty: 4902.134766
	Iteration 6Q: 3 clusters Score -3545377 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3545923.500000 Penalty: 4902.134766
	Iteration 7F: 3 clusters Score -3545924 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3546678.000000 Penalty: 4902.134766
	Iteration 8F: 3 clusters Score -3546678 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3547592.750000 Penalty: 4902.134766
	Iteration 9F: 3 clusters Score -3547593 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3548627.250000 Penalty: 4902.134766
	Iteration 10F: 3 clusters Score -3548627 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3549524.250000 Penalty: 4902.134766
	Iteration 11F: 3 clusters Score -3549524 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3550098.500000 Penalty: 4902.134766
	Iteration 12Q: 3 clusters Score -3550098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3550426.250000 Penalty: 4902.134766
	Iteration 13Q: 3 clusters Score -3550426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3550591.500000 Penalty: 4902.134766
	Iteration 14Q: 3 clusters Score -3550592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3550670.500000 Penalty: 4902.134766
	Iteration 15Q: 3 clusters Score -3550670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3550725.000000 Penalty: 4902.134766
	Iteration 16Q: 3 clusters Score -3550725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3550745.250000 Penalty: 4902.134766
	Iteration 17Q: 3 clusters Score -3550745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3550762.250000 Penalty: 4902.134766
	Iteration 18Q: 3 clusters Score -3550762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3550767.000000 Penalty: 4902.134766
	Iteration 19Q: 3 clusters Score -3550767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3550769.750000 Penalty: 4902.134766
	Iteration 20F: 3 clusters Score -3550770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3550781.000000 Penalty: 4902.134766
	Iteration 21Q: 3 clusters Score -3550781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3550787.250000 Penalty: 4902.134766
	Iteration 22Q: 3 clusters Score -3550787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3550790.250000 Penalty: 4902.134766
	Iteration 23Q: 3 clusters Score -3550790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3550789.500000 Penalty: 4902.134766
	Iteration 24Q: 3 clusters Score -3550790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3550799.000000 Penalty: 4902.134766
	Iteration 25Q: 3 clusters Score -3550799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3550801.000000 Penalty: 4902.134766
	Iteration 26Q: 3 clusters Score -3550801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3550801.000000 Penalty: 4902.134766
	Iteration 27F: 3 clusters Score -3550801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Entering Unmasked Estep 
Score: -6909596.000000 Penalty: 2621.298340
	Iteration 0F: 2 clusters Score -6909596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -6883237.000000 Penalty: 5242.596680
	Iteration 0F: 3 clusters Score -6883237 nChanged 17812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -6892733.000000 Penalty: 5242.596680
	Iteration 1F: 3 clusters Score -6892733 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -6893225.500000 Penalty: 5242.596680
	Iteration 2Q: 3 clusters Score -6893226 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6893728.000000 Penalty: 5242.596680
	Iteration 3Q: 3 clusters Score -6893728 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -6894540.500000 Penalty: 5242.596680
	Iteration 4Q: 3 clusters Score -6894540 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -6895734.000000 Penalty: 5242.596680
	Iteration 5F: 3 clusters Score -6895734 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6897546.000000 Penalty: 5242.596680
	Iteration 6F: 3 clusters Score -6897546 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -6899924.500000 Penalty: 5242.596680
	Iteration 7F: 3 clusters Score -6899924 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -6902493.000000 Penalty: 5242.596680
	Iteration 8F: 3 clusters Score -6902493 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -6904676.500000 Penalty: 5242.596680
	Iteration 9F: 3 clusters Score -6904676 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6906062.000000 Penalty: 5242.596680
	Iteration 10Q: 3 clusters Score -6906062 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6906815.000000 Penalty: 5242.596680
	Iteration 11Q: 3 clusters Score -6906815 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6907164.500000 Penalty: 5242.596680
	Iteration 12Q: 3 clusters Score -6907164 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6907372.000000 Penalty: 5242.596680
	Iteration 13Q: 3 clusters Score -6907372 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6907516.000000 Penalty: 5242.596680
	Iteration 14Q: 3 clusters Score -6907516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6907582.000000 Penalty: 5242.596680
	Iteration 15Q: 3 clusters Score -6907582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6907613.000000 Penalty: 5242.596680
	Iteration 16Q: 3 clusters Score -6907613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6907624.500000 Penalty: 5242.596680
	Iteration 17Q: 3 clusters Score -6907624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6907631.500000 Penalty: 5242.596680
	Iteration 18Q: 3 clusters Score -6907632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6907650.500000 Penalty: 5242.596680
	Iteration 19Q: 3 clusters Score -6907650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6907657.000000 Penalty: 5242.596680
	Iteration 20F: 3 clusters Score -6907657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6907661.000000 Penalty: 5242.596680
	Iteration 21Q: 3 clusters Score -6907661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6907665.500000 Penalty: 5242.596680
	Iteration 22Q: 3 clusters Score -6907666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6907669.000000 Penalty: 5242.596680
	Iteration 23Q: 3 clusters Score -6907669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6907673.000000 Penalty: 5242.596680
	Iteration 24Q: 3 clusters Score -6907673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6907670.000000 Penalty: 5242.596680
	Iteration 25Q: 3 clusters Score -6907670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6907672.000000 Penalty: 5242.596680
	Iteration 26Q: 3 clusters Score -6907672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6907674.500000 Penalty: 5242.596680
	Iteration 27Q: 3 clusters Score -6907674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6907667.500000 Penalty: 5242.596680
	Iteration 28Q: 3 clusters Score -6907668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6907667.500000 Penalty: 5242.596680
	Iteration 29F: 3 clusters Score -6907668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -21629.419922 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -21629.42 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 144 members 
Entering Unmasked Estep 
Score: -20550.535156 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -20550.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20732.404297 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -20732.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20789.941406 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -20789.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20809.021484 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -20809.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20810.050781 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -20810.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20811.896484 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -20811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20811.896484 Penalty: 2808.828369
	Iteration 6F: 3 clusters Score -20811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Entering Unmasked Estep 
Score: -7849074.000000 Penalty: 2651.895264
	Iteration 0F: 2 clusters Score -7849074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -7820317.000000 Penalty: 5303.790527
	Iteration 0F: 3 clusters Score -7820317 nChanged 20106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -7831377.500000 Penalty: 5303.790527
	Iteration 1F: 3 clusters Score -7831378 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -7832032.000000 Penalty: 5303.790527
	Iteration 2Q: 3 clusters Score -7832032 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -7832563.000000 Penalty: 5303.790527
	Iteration 3Q: 3 clusters Score -7832563 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -7833185.000000 Penalty: 5303.790527
	Iteration 4Q: 3 clusters Score -7833185 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7833945.000000 Penalty: 5303.790527
	Iteration 5Q: 3 clusters Score -7833945 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -7834860.500000 Penalty: 5303.790527
	Iteration 6Q: 3 clusters Score -7834860 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -7835910.000000 Penalty: 5303.790527
	Iteration 7Q: 3 clusters Score -7835910 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -7837191.500000 Penalty: 5303.790527
	Iteration 8Q: 3 clusters Score -7837192 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7838611.500000 Penalty: 5303.790527
	Iteration 9F: 3 clusters Score -7838612 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -7839983.500000 Penalty: 5303.790527
	Iteration 10Q: 3 clusters Score -7839984 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -7841136.500000 Penalty: 5303.790527
	Iteration 11Q: 3 clusters Score -7841136 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -7842154.500000 Penalty: 5303.790527
	Iteration 12Q: 3 clusters Score -7842154 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -7842830.000000 Penalty: 5303.790527
	Iteration 13Q: 3 clusters Score -7842830 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -7843309.500000 Penalty: 5303.790527
	Iteration 14Q: 3 clusters Score -7843310 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -7843677.500000 Penalty: 5303.790527
	Iteration 15Q: 3 clusters Score -7843678 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -7844005.000000 Penalty: 5303.790527
	Iteration 16Q: 3 clusters Score -7844005 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7844285.500000 Penalty: 5303.790527
	Iteration 17Q: 3 clusters Score -7844286 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -7844553.500000 Penalty: 5303.790527
	Iteration 18Q: 3 clusters Score -7844554 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7844805.000000 Penalty: 5303.790527
	Iteration 19Q: 3 clusters Score -7844805 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -7844994.500000 Penalty: 5303.790527
	Iteration 20F: 3 clusters Score -7844994 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -7845191.500000 Penalty: 5303.790527
	Iteration 21Q: 3 clusters Score -7845192 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -7845385.500000 Penalty: 5303.790527
	Iteration 22Q: 3 clusters Score -7845386 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -7845589.500000 Penalty: 5303.790527
	Iteration 23Q: 3 clusters Score -7845590 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -7845770.000000 Penalty: 5303.790527
	Iteration 24Q: 3 clusters Score -7845770 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7845948.000000 Penalty: 5303.790527
	Iteration 25Q: 3 clusters Score -7845948 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -7846120.000000 Penalty: 5303.790527
	Iteration 26Q: 3 clusters Score -7846120 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -7846228.000000 Penalty: 5303.790527
	Iteration 27Q: 3 clusters Score -7846228 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -7846329.000000 Penalty: 5303.790527
	Iteration 28Q: 3 clusters Score -7846329 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7846404.500000 Penalty: 5303.790527
	Iteration 29Q: 3 clusters Score -7846404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -7846494.000000 Penalty: 5303.790527
	Iteration 30Q: 3 clusters Score -7846494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -7846553.500000 Penalty: 5303.790527
	Iteration 31Q: 3 clusters Score -7846554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -7846611.500000 Penalty: 5303.790527
	Iteration 32Q: 3 clusters Score -7846612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -7846679.000000 Penalty: 5303.790527
	Iteration 33Q: 3 clusters Score -7846679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -7846709.500000 Penalty: 5303.790527
	Iteration 34Q: 3 clusters Score -7846710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -7846749.000000 Penalty: 5303.790527
	Iteration 35Q: 3 clusters Score -7846749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -7846783.000000 Penalty: 5303.790527
	Iteration 36Q: 3 clusters Score -7846783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -7846793.000000 Penalty: 5303.790527
	Iteration 37Q: 3 clusters Score -7846793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -7846815.000000 Penalty: 5303.790527
	Iteration 38Q: 3 clusters Score -7846815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -7846830.000000 Penalty: 5303.790527
	Iteration 39Q: 3 clusters Score -7846830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -7846840.000000 Penalty: 5303.790527
	Iteration 40F: 3 clusters Score -7846840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -7846852.000000 Penalty: 5303.790527
	Iteration 41Q: 3 clusters Score -7846852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -7846869.000000 Penalty: 5303.790527
	Iteration 42Q: 3 clusters Score -7846869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -7846874.500000 Penalty: 5303.790527
	Iteration 43Q: 3 clusters Score -7846874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -7846877.000000 Penalty: 5303.790527
	Iteration 44Q: 3 clusters Score -7846877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -7846875.500000 Penalty: 5303.790527
	Iteration 45Q: 3 clusters Score -7846876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -7846874.000000 Penalty: 5303.790527
	Iteration 46Q: 3 clusters Score -7846874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -7846878.500000 Penalty: 5303.790527
	Iteration 47Q: 3 clusters Score -7846878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -7846881.000000 Penalty: 5303.790527
	Iteration 48Q: 3 clusters Score -7846881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -7846881.000000 Penalty: 5303.790527
	Iteration 49F: 3 clusters Score -7846881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -84484.273438 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -84484.27 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 323 members 
Entering Unmasked Estep 
Score: -83018.742188 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -83018.74 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83631.828125 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -83631.83 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83875.281250 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -83875.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83967.703125 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -83967.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84008.796875 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -84008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84042.898438 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -84042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84064.109375 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -84064.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84073.937500 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -84073.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84076.406250 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -84076.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84076.406250 Penalty: 3187.538330
	Iteration 9F: 3 clusters Score -84076.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (58947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Entering Unmasked Estep 
Score: -10609364.000000 Penalty: 2724.129639
	Iteration 0F: 2 clusters Score -1.060936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -10578744.000000 Penalty: 5448.259277
	Iteration 0F: 3 clusters Score -1.057874e+07 nChanged 27465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -10594044.000000 Penalty: 5448.259277
	Iteration 1F: 3 clusters Score -1.059404e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -10594862.000000 Penalty: 5448.259277
	Iteration 2Q: 3 clusters Score -1.059486e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -10595933.000000 Penalty: 5448.259277
	Iteration 3Q: 3 clusters Score -1.059593e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -10597403.000000 Penalty: 5448.259277
	Iteration 4F: 3 clusters Score -1.05974e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -10599588.000000 Penalty: 5448.259277
	Iteration 5F: 3 clusters Score -1.059959e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -10601497.000000 Penalty: 5448.259277
	Iteration 6F: 3 clusters Score -1.06015e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -10602777.000000 Penalty: 5448.259277
	Iteration 7F: 3 clusters Score -1.060278e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -10603700.000000 Penalty: 5448.259277
	Iteration 8F: 3 clusters Score -1.06037e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -10604583.000000 Penalty: 5448.259277
	Iteration 9Q: 3 clusters Score -1.060458e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -10605268.000000 Penalty: 5448.259277
	Iteration 10Q: 3 clusters Score -1.060527e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10605846.000000 Penalty: 5448.259277
	Iteration 11Q: 3 clusters Score -1.060585e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10606226.000000 Penalty: 5448.259277
	Iteration 12Q: 3 clusters Score -1.060623e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10606496.000000 Penalty: 5448.259277
	Iteration 13Q: 3 clusters Score -1.06065e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10606692.000000 Penalty: 5448.259277
	Iteration 14Q: 3 clusters Score -1.060669e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10606815.000000 Penalty: 5448.259277
	Iteration 15Q: 3 clusters Score -1.060682e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10606855.000000 Penalty: 5448.259277
	Iteration 16Q: 3 clusters Score -1.060686e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10606889.000000 Penalty: 5448.259277
	Iteration 17Q: 3 clusters Score -1.060689e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10606892.000000 Penalty: 5448.259277
	Iteration 18Q: 3 clusters Score -1.060689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10606906.000000 Penalty: 5448.259277
	Iteration 19Q: 3 clusters Score -1.060691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10606926.000000 Penalty: 5448.259277
	Iteration 20F: 3 clusters Score -1.060693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10606946.000000 Penalty: 5448.259277
	Iteration 21Q: 3 clusters Score -1.060695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10606950.000000 Penalty: 5448.259277
	Iteration 22Q: 3 clusters Score -1.060695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10606958.000000 Penalty: 5448.259277
	Iteration 23Q: 3 clusters Score -1.060696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10606969.000000 Penalty: 5448.259277
	Iteration 24Q: 3 clusters Score -1.060697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10606985.000000 Penalty: 5448.259277
	Iteration 25Q: 3 clusters Score -1.060698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10606983.000000 Penalty: 5448.259277
	Iteration 26Q: 3 clusters Score -1.060698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10606989.000000 Penalty: 5448.259277
	Iteration 27Q: 3 clusters Score -1.060699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10606995.000000 Penalty: 5448.259277
	Iteration 28Q: 3 clusters Score -1.0607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10606998.000000 Penalty: 5448.259277
	Iteration 29Q: 3 clusters Score -1.0607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10607003.000000 Penalty: 5448.259277
	Iteration 30Q: 3 clusters Score -1.0607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10607003.000000 Penalty: 5448.259277
	Iteration 31F: 3 clusters Score -1.0607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (47497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Entering Unmasked Estep 
Score: -8547081.000000 Penalty: 2670.568604
	Iteration 0F: 2 clusters Score -8547081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8517247.000000 Penalty: 5341.137207
	Iteration 0F: 3 clusters Score -8517247 nChanged 21833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -8529528.000000 Penalty: 5341.137207
	Iteration 1F: 3 clusters Score -8529528 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -8530110.000000 Penalty: 5341.137207
	Iteration 2Q: 3 clusters Score -8530110 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -8530736.000000 Penalty: 5341.137207
	Iteration 3Q: 3 clusters Score -8530736 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -8531407.000000 Penalty: 5341.137207
	Iteration 4Q: 3 clusters Score -8531407 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8532256.000000 Penalty: 5341.137207
	Iteration 5Q: 3 clusters Score -8532256 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8533462.000000 Penalty: 5341.137207
	Iteration 6Q: 3 clusters Score -8533462 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -8535068.000000 Penalty: 5341.137207
	Iteration 7F: 3 clusters Score -8535068 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -8537137.000000 Penalty: 5341.137207
	Iteration 8F: 3 clusters Score -8537137 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -8539561.000000 Penalty: 5341.137207
	Iteration 9F: 3 clusters Score -8539561 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8541707.000000 Penalty: 5341.137207
	Iteration 10F: 3 clusters Score -8541707 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8543108.000000 Penalty: 5341.137207
	Iteration 11Q: 3 clusters Score -8543108 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8543888.000000 Penalty: 5341.137207
	Iteration 12Q: 3 clusters Score -8543888 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8544305.000000 Penalty: 5341.137207
	Iteration 13Q: 3 clusters Score -8544305 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8544505.000000 Penalty: 5341.137207
	Iteration 14Q: 3 clusters Score -8544505 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8544648.000000 Penalty: 5341.137207
	Iteration 15Q: 3 clusters Score -8544648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8544711.000000 Penalty: 5341.137207
	Iteration 16Q: 3 clusters Score -8544711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8544754.000000 Penalty: 5341.137207
	Iteration 17Q: 3 clusters Score -8544754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8544775.000000 Penalty: 5341.137207
	Iteration 18Q: 3 clusters Score -8544775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8544780.000000 Penalty: 5341.137207
	Iteration 19Q: 3 clusters Score -8544780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8544796.000000 Penalty: 5341.137207
	Iteration 20F: 3 clusters Score -8544796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8544810.000000 Penalty: 5341.137207
	Iteration 21Q: 3 clusters Score -8544810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8544813.000000 Penalty: 5341.137207
	Iteration 22Q: 3 clusters Score -8544813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8544831.000000 Penalty: 5341.137207
	Iteration 23Q: 3 clusters Score -8544831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8544836.000000 Penalty: 5341.137207
	Iteration 24Q: 3 clusters Score -8544836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8544841.000000 Penalty: 5341.137207
	Iteration 25Q: 3 clusters Score -8544841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8544851.000000 Penalty: 5341.137207
	Iteration 26Q: 3 clusters Score -8544851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8544854.000000 Penalty: 5341.137207
	Iteration 27Q: 3 clusters Score -8544854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8544854.000000 Penalty: 5341.137207
	Iteration 28F: 3 clusters Score -8544854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 47012 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42506 members 
Mstep: Class 7 contains 47494 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 38938 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 50570 members 
Mstep: Class 15 contains 45648 members 
Mstep: Class 16 contains 9591 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 43388 members 
Mstep: Class 20 contains 15986 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35568 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 13589 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49648 members 
Mstep: Class 27 contains 43690 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41310 members 
Mstep: Class 32 contains 48412 members 
Mstep: Class 33 contains 69801 members 
Mstep: Class 34 contains 26265 members 
Mstep: Class 35 contains 41035 members 
Mstep: Class 36 contains 19601 members 
Mstep: Class 37 contains 38939 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44052 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 58947 members 
Mstep: Class 42 contains 47497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414880.000000 Penalty: 145101.093750
Iteration 479Q: 43 clusters Score -1.964149e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 46997 members 
Mstep: Class 3 contains 32107 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 42470 members 
Mstep: Class 7 contains 47471 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 41429 members 
Mstep: Class 10 contains 38947 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 50563 members 
Mstep: Class 15 contains 45709 members 
Mstep: Class 16 contains 9590 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 42832 members 
Mstep: Class 19 contains 43303 members 
Mstep: Class 20 contains 15987 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35609 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 13583 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49671 members 
Mstep: Class 27 contains 43673 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 41268 members 
Mstep: Class 32 contains 48415 members 
Mstep: Class 33 contains 69787 members 
Mstep: Class 34 contains 26197 members 
Mstep: Class 35 contains 41015 members 
Mstep: Class 36 contains 19800 members 
Mstep: Class 37 contains 38938 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44058 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59022 members 
Mstep: Class 42 contains 47517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414976.000000 Penalty: 145101.093750
Iteration 480F: 43 clusters Score -1.96415e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 46967 members 
Mstep: Class 3 contains 32058 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42425 members 
Mstep: Class 7 contains 47457 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 10 contains 38948 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12297 members 
Mstep: Class 14 contains 50568 members 
Mstep: Class 15 contains 45770 members 
Mstep: Class 16 contains 9590 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 42830 members 
Mstep: Class 19 contains 43203 members 
Mstep: Class 20 contains 15982 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35641 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 13574 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49698 members 
Mstep: Class 27 contains 43647 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41227 members 
Mstep: Class 32 contains 48416 members 
Mstep: Class 33 contains 69762 members 
Mstep: Class 34 contains 26137 members 
Mstep: Class 35 contains 40986 members 
Mstep: Class 36 contains 20013 members 
Mstep: Class 37 contains 38938 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44069 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59096 members 
Mstep: Class 42 contains 47546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415248.000000 Penalty: 145101.093750
Iteration 481Q: 43 clusters Score -1.964152e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 46949 members 
Mstep: Class 3 contains 31992 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42390 members 
Mstep: Class 7 contains 47438 members 
Mstep: Class 8 contains 13996 members 
Mstep: Class 9 contains 41431 members 
Mstep: Class 10 contains 38956 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12296 members 
Mstep: Class 14 contains 50578 members 
Mstep: Class 15 contains 45833 members 
Mstep: Class 16 contains 9590 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 42836 members 
Mstep: Class 19 contains 43141 members 
Mstep: Class 20 contains 15978 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35692 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 13568 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49710 members 
Mstep: Class 27 contains 43605 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41190 members 
Mstep: Class 32 contains 48417 members 
Mstep: Class 33 contains 69716 members 
Mstep: Class 34 contains 26086 members 
Mstep: Class 35 contains 40966 members 
Mstep: Class 36 contains 20218 members 
Mstep: Class 37 contains 38935 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44065 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59161 members 
Mstep: Class 42 contains 47575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415376.000000 Penalty: 145101.093750
Iteration 482Q: 43 clusters Score -1.964154e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 46949 members 
Mstep: Class 3 contains 31929 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42363 members 
Mstep: Class 7 contains 47410 members 
Mstep: Class 8 contains 13996 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 10 contains 38938 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 14 contains 50579 members 
Mstep: Class 15 contains 45892 members 
Mstep: Class 16 contains 9589 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 42832 members 
Mstep: Class 19 contains 43073 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 35747 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 13564 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49700 members 
Mstep: Class 27 contains 43570 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41164 members 
Mstep: Class 32 contains 48417 members 
Mstep: Class 33 contains 69652 members 
Mstep: Class 34 contains 26022 members 
Mstep: Class 35 contains 40942 members 
Mstep: Class 36 contains 20440 members 
Mstep: Class 37 contains 38931 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44068 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59221 members 
Mstep: Class 42 contains 47648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415552.000000 Penalty: 145101.093750
Iteration 483Q: 43 clusters Score -1.964156e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 46935 members 
Mstep: Class 3 contains 31863 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42326 members 
Mstep: Class 7 contains 47376 members 
Mstep: Class 8 contains 13991 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 10 contains 38923 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12287 members 
Mstep: Class 14 contains 50588 members 
Mstep: Class 15 contains 45960 members 
Mstep: Class 16 contains 9587 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 42845 members 
Mstep: Class 19 contains 42965 members 
Mstep: Class 20 contains 15971 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35798 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13562 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49694 members 
Mstep: Class 27 contains 43534 members 
Mstep: Class 28 contains 10547 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41158 members 
Mstep: Class 32 contains 48417 members 
Mstep: Class 33 contains 69624 members 
Mstep: Class 34 contains 25948 members 
Mstep: Class 35 contains 40920 members 
Mstep: Class 36 contains 20670 members 
Mstep: Class 37 contains 38936 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44063 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59288 members 
Mstep: Class 42 contains 47693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415808.000000 Penalty: 145101.093750
Iteration 484Q: 43 clusters Score -1.964158e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 46928 members 
Mstep: Class 3 contains 31802 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 42282 members 
Mstep: Class 7 contains 47330 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 10 contains 38906 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 46022 members 
Mstep: Class 16 contains 9584 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 42825 members 
Mstep: Class 19 contains 42877 members 
Mstep: Class 20 contains 15971 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 35850 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13563 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49696 members 
Mstep: Class 27 contains 43517 members 
Mstep: Class 28 contains 10548 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41129 members 
Mstep: Class 32 contains 48419 members 
Mstep: Class 33 contains 69603 members 
Mstep: Class 34 contains 25871 members 
Mstep: Class 35 contains 40902 members 
Mstep: Class 36 contains 20924 members 
Mstep: Class 37 contains 38931 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44060 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59357 members 
Mstep: Class 42 contains 47750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415760.000000 Penalty: 145101.093750
Iteration 485Q: 43 clusters Score -1.964158e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 46908 members 
Mstep: Class 3 contains 31724 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42238 members 
Mstep: Class 7 contains 47310 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 10 contains 38880 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 50592 members 
Mstep: Class 15 contains 46085 members 
Mstep: Class 16 contains 9574 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 42798 members 
Mstep: Class 19 contains 42798 members 
Mstep: Class 20 contains 15965 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35886 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 13563 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49716 members 
Mstep: Class 27 contains 43468 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41093 members 
Mstep: Class 32 contains 48416 members 
Mstep: Class 33 contains 69591 members 
Mstep: Class 34 contains 25788 members 
Mstep: Class 35 contains 40882 members 
Mstep: Class 36 contains 21233 members 
Mstep: Class 37 contains 38930 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44053 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59434 members 
Mstep: Class 42 contains 47781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415392.000000 Penalty: 145101.093750
Iteration 486Q: 43 clusters Score -1.964154e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 46883 members 
Mstep: Class 3 contains 31630 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42197 members 
Mstep: Class 7 contains 47286 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 38856 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12274 members 
Mstep: Class 14 contains 50604 members 
Mstep: Class 15 contains 46138 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 42758 members 
Mstep: Class 19 contains 42686 members 
Mstep: Class 20 contains 15962 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 35931 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49741 members 
Mstep: Class 27 contains 43441 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41050 members 
Mstep: Class 32 contains 48417 members 
Mstep: Class 33 contains 69566 members 
Mstep: Class 34 contains 25731 members 
Mstep: Class 35 contains 40869 members 
Mstep: Class 36 contains 21568 members 
Mstep: Class 37 contains 38930 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44058 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59526 members 
Mstep: Class 42 contains 47788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414992.000000 Penalty: 145101.093750
Iteration 487Q: 43 clusters Score -1.96415e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 46843 members 
Mstep: Class 3 contains 31547 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42156 members 
Mstep: Class 7 contains 47262 members 
Mstep: Class 8 contains 13996 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 38828 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50610 members 
Mstep: Class 15 contains 46208 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 42702 members 
Mstep: Class 19 contains 42592 members 
Mstep: Class 20 contains 15962 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 36001 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 13551 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49745 members 
Mstep: Class 27 contains 43404 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 41027 members 
Mstep: Class 32 contains 48416 members 
Mstep: Class 33 contains 69529 members 
Mstep: Class 34 contains 25676 members 
Mstep: Class 35 contains 40860 members 
Mstep: Class 36 contains 21875 members 
Mstep: Class 37 contains 38930 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44071 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59578 members 
Mstep: Class 42 contains 47816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415296.000000 Penalty: 145101.093750
Iteration 488Q: 43 clusters Score -1.964153e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 46816 members 
Mstep: Class 3 contains 31487 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42125 members 
Mstep: Class 7 contains 47257 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 38805 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 50602 members 
Mstep: Class 15 contains 46272 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 42650 members 
Mstep: Class 19 contains 42525 members 
Mstep: Class 20 contains 15960 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 36058 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 13546 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49730 members 
Mstep: Class 27 contains 43374 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40996 members 
Mstep: Class 32 contains 48416 members 
Mstep: Class 33 contains 69498 members 
Mstep: Class 34 contains 25601 members 
Mstep: Class 35 contains 40842 members 
Mstep: Class 36 contains 22170 members 
Mstep: Class 37 contains 38931 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44087 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59638 members 
Mstep: Class 42 contains 47847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415408.000000 Penalty: 145101.093750
Iteration 489Q: 43 clusters Score -1.964154e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 46819 members 
Mstep: Class 3 contains 31419 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42094 members 
Mstep: Class 7 contains 47241 members 
Mstep: Class 8 contains 13996 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 38778 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 50614 members 
Mstep: Class 15 contains 46361 members 
Mstep: Class 16 contains 9557 members 
Mstep: Class 17 contains 4016 members 
Mstep: Class 18 contains 42591 members 
Mstep: Class 19 contains 42473 members 
Mstep: Class 20 contains 15966 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 36108 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 13547 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 43351 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40967 members 
Mstep: Class 32 contains 48414 members 
Mstep: Class 33 contains 69463 members 
Mstep: Class 34 contains 25531 members 
Mstep: Class 35 contains 40802 members 
Mstep: Class 36 contains 22444 members 
Mstep: Class 37 contains 38938 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44093 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59667 members 
Mstep: Class 42 contains 47900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415504.000000 Penalty: 145101.093750
Iteration 490Q: 43 clusters Score -1.964155e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 46801 members 
Mstep: Class 3 contains 31334 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42045 members 
Mstep: Class 7 contains 47225 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 38769 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 50628 members 
Mstep: Class 15 contains 46432 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 42565 members 
Mstep: Class 19 contains 42399 members 
Mstep: Class 20 contains 15967 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 36139 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 13544 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49705 members 
Mstep: Class 27 contains 43328 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40946 members 
Mstep: Class 32 contains 48417 members 
Mstep: Class 33 contains 69427 members 
Mstep: Class 34 contains 25449 members 
Mstep: Class 35 contains 40793 members 
Mstep: Class 36 contains 22724 members 
Mstep: Class 37 contains 38931 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44103 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59714 members 
Mstep: Class 42 contains 47929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415440.000000 Penalty: 145101.093750
Iteration 491Q: 43 clusters Score -1.964154e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 46759 members 
Mstep: Class 3 contains 31270 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 42010 members 
Mstep: Class 7 contains 47220 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 38749 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 50621 members 
Mstep: Class 15 contains 46503 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 42541 members 
Mstep: Class 19 contains 42378 members 
Mstep: Class 20 contains 15966 members 
Mstep: Class 21 contains 6791 members 
Mstep: Class 22 contains 36205 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 13534 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49703 members 
Mstep: Class 27 contains 43306 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40931 members 
Mstep: Class 32 contains 48419 members 
Mstep: Class 33 contains 69377 members 
Mstep: Class 34 contains 25373 members 
Mstep: Class 35 contains 40786 members 
Mstep: Class 36 contains 22967 members 
Mstep: Class 37 contains 38932 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44105 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59762 members 
Mstep: Class 42 contains 47937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415440.000000 Penalty: 145101.093750
Iteration 492Q: 43 clusters Score -1.964154e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 46732 members 
Mstep: Class 3 contains 31209 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 41984 members 
Mstep: Class 7 contains 47201 members 
Mstep: Class 8 contains 13987 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 38729 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 50615 members 
Mstep: Class 15 contains 46584 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 42517 members 
Mstep: Class 19 contains 42416 members 
Mstep: Class 20 contains 15963 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 36258 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 13530 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49702 members 
Mstep: Class 27 contains 43270 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40891 members 
Mstep: Class 32 contains 48419 members 
Mstep: Class 33 contains 69337 members 
Mstep: Class 34 contains 25292 members 
Mstep: Class 35 contains 40765 members 
Mstep: Class 36 contains 23169 members 
Mstep: Class 37 contains 38937 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44103 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59783 members 
Mstep: Class 42 contains 47979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415520.000000 Penalty: 145101.093750
Iteration 493Q: 43 clusters Score -1.964155e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 46702 members 
Mstep: Class 3 contains 31124 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 41967 members 
Mstep: Class 7 contains 47189 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 38714 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 50609 members 
Mstep: Class 15 contains 46664 members 
Mstep: Class 16 contains 9542 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 42509 members 
Mstep: Class 19 contains 42491 members 
Mstep: Class 20 contains 15968 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 36338 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 13527 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49694 members 
Mstep: Class 27 contains 43246 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40850 members 
Mstep: Class 32 contains 48415 members 
Mstep: Class 33 contains 69295 members 
Mstep: Class 34 contains 25231 members 
Mstep: Class 35 contains 40731 members 
Mstep: Class 36 contains 23337 members 
Mstep: Class 37 contains 38931 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44101 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59795 members 
Mstep: Class 42 contains 47995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415856.000000 Penalty: 145101.093750
Iteration 494Q: 43 clusters Score -1.964159e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 46672 members 
Mstep: Class 3 contains 31045 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 41953 members 
Mstep: Class 7 contains 47159 members 
Mstep: Class 8 contains 13998 members 
Mstep: Class 9 contains 41452 members 
Mstep: Class 10 contains 38698 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12256 members 
Mstep: Class 14 contains 50609 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9534 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 42501 members 
Mstep: Class 19 contains 42559 members 
Mstep: Class 20 contains 15967 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 36417 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49664 members 
Mstep: Class 27 contains 43202 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 40813 members 
Mstep: Class 32 contains 48417 members 
Mstep: Class 33 contains 69276 members 
Mstep: Class 34 contains 25206 members 
Mstep: Class 35 contains 40710 members 
Mstep: Class 36 contains 23519 members 
Mstep: Class 37 contains 38930 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44099 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59821 members 
Mstep: Class 42 contains 47980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415776.000000 Penalty: 145101.093750
Iteration 495Q: 43 clusters Score -1.964158e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 46670 members 
Mstep: Class 3 contains 30977 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 41918 members 
Mstep: Class 7 contains 47155 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 41447 members 
Mstep: Class 10 contains 38683 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 50605 members 
Mstep: Class 15 contains 46780 members 
Mstep: Class 16 contains 9526 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 42498 members 
Mstep: Class 19 contains 42569 members 
Mstep: Class 20 contains 15960 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 36495 members 
Mstep: Class 23 contains 8208 members 
Mstep: Class 24 contains 13519 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49605 members 
Mstep: Class 27 contains 43165 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40805 members 
Mstep: Class 32 contains 48420 members 
Mstep: Class 33 contains 69258 members 
Mstep: Class 34 contains 25183 members 
Mstep: Class 35 contains 40679 members 
Mstep: Class 36 contains 23716 members 
Mstep: Class 37 contains 38922 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44103 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59838 members 
Mstep: Class 42 contains 47988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415968.000000 Penalty: 145101.093750
Iteration 496Q: 43 clusters Score -1.96416e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 46675 members 
Mstep: Class 3 contains 30923 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 41885 members 
Mstep: Class 7 contains 47146 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 38671 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12237 members 
Mstep: Class 14 contains 50605 members 
Mstep: Class 15 contains 46829 members 
Mstep: Class 16 contains 9516 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 42483 members 
Mstep: Class 19 contains 42528 members 
Mstep: Class 20 contains 15954 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 36582 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 13520 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49539 members 
Mstep: Class 27 contains 43136 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 40761 members 
Mstep: Class 32 contains 48425 members 
Mstep: Class 33 contains 69239 members 
Mstep: Class 34 contains 25167 members 
Mstep: Class 35 contains 40660 members 
Mstep: Class 36 contains 23951 members 
Mstep: Class 37 contains 38920 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44088 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59865 members 
Mstep: Class 42 contains 48000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416016.000000 Penalty: 145101.093750
Iteration 497Q: 43 clusters Score -1.96416e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 46668 members 
Mstep: Class 3 contains 30838 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 41839 members 
Mstep: Class 7 contains 47134 members 
Mstep: Class 8 contains 14009 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 38652 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12236 members 
Mstep: Class 14 contains 50613 members 
Mstep: Class 15 contains 46876 members 
Mstep: Class 16 contains 9510 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 42463 members 
Mstep: Class 19 contains 42493 members 
Mstep: Class 20 contains 15947 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 36686 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49472 members 
Mstep: Class 27 contains 43109 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 40715 members 
Mstep: Class 32 contains 48426 members 
Mstep: Class 33 contains 69237 members 
Mstep: Class 34 contains 25153 members 
Mstep: Class 35 contains 40641 members 
Mstep: Class 36 contains 24187 members 
Mstep: Class 37 contains 38925 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44079 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59877 members 
Mstep: Class 42 contains 48049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416608.000000 Penalty: 145101.093750
Iteration 498Q: 43 clusters Score -1.964166e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 46680 members 
Mstep: Class 3 contains 30779 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 41788 members 
Mstep: Class 7 contains 47118 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 41439 members 
Mstep: Class 10 contains 38644 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12236 members 
Mstep: Class 14 contains 50610 members 
Mstep: Class 15 contains 46925 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 42416 members 
Mstep: Class 19 contains 42465 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 36787 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49403 members 
Mstep: Class 27 contains 43070 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 40674 members 
Mstep: Class 32 contains 48426 members 
Mstep: Class 33 contains 69233 members 
Mstep: Class 34 contains 25173 members 
Mstep: Class 35 contains 40607 members 
Mstep: Class 36 contains 24432 members 
Mstep: Class 37 contains 38923 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44054 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59902 members 
Mstep: Class 42 contains 48065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416528.000000 Penalty: 145101.093750
Iteration 499Q: 43 clusters Score -1.964165e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 46691 members 
Mstep: Class 3 contains 30710 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 41714 members 
Mstep: Class 7 contains 47132 members 
Mstep: Class 8 contains 14031 members 
Mstep: Class 9 contains 41439 members 
Mstep: Class 10 contains 38627 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 50599 members 
Mstep: Class 15 contains 46972 members 
Mstep: Class 16 contains 9496 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 42379 members 
Mstep: Class 19 contains 42463 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 36854 members 
Mstep: Class 23 contains 8201 members 
Mstep: Class 24 contains 13520 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 49370 members 
Mstep: Class 27 contains 43052 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 798 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 40627 members 
Mstep: Class 32 contains 48426 members 
Mstep: Class 33 contains 69205 members 
Mstep: Class 34 contains 25184 members 
Mstep: Class 35 contains 40575 members 
Mstep: Class 36 contains 24640 members 
Mstep: Class 37 contains 38921 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 44046 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 59914 members 
Mstep: Class 42 contains 48107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416544.000000 Penalty: 145101.093750
Iteration 500F: 43 clusters Score -1.964165e+08 nChanged 1920
Maximum iterations exceeded
--- Evaluating fit on full set of 3365913 points ---
Entering Unmasked Estep 
Score: -598013824.000000 Penalty: 156544.250000
21->43 Clusters: Score -598013824.000000, best is -598101120.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1121971 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 53417 members 
Mstep: Class 3 contains 53235 members 
Mstep: Class 4 contains 53860 members 
Mstep: Class 5 contains 53129 members 
Mstep: Class 6 contains 53521 members 
Mstep: Class 7 contains 53139 members 
Mstep: Class 8 contains 53094 members 
Mstep: Class 9 contains 53318 members 
Mstep: Class 10 contains 53380 members 
Mstep: Class 11 contains 53633 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 53589 members 
Mstep: Class 14 contains 53298 members 
Mstep: Class 15 contains 53372 members 
Mstep: Class 16 contains 53799 members 
Mstep: Class 17 contains 53565 members 
Mstep: Class 18 contains 53573 members 
Mstep: Class 19 contains 53685 members 
Mstep: Class 20 contains 53252 members 
Mstep: Class 21 contains 53179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2881.535645 but Gain 3454.781250
Score: -186250688.000000 Penalty: 69095.765625
Iteration 0F: 21 clusters Score -1.862507e+08 nChanged 1068567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1888 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 3 contains 5273 members 
Mstep: Class 4 contains 18514 members 
Mstep: Class 5 contains 16797 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 8667 members 
Mstep: Class 8 contains 613404 members 
Mstep: Class 9 contains 14778 members 
Mstep: Class 10 contains 27895 members 
Mstep: Class 11 contains 19661 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 28018 members 
Mstep: Class 14 contains 57511 members 
Mstep: Class 15 contains 40241 members 
Mstep: Class 16 contains 13844 members 
Mstep: Class 17 contains 61609 members 
Mstep: Class 18 contains 16356 members 
Mstep: Class 19 contains 30331 members 
Mstep: Class 20 contains 73140 members 
Mstep: Class 21 contains 20726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193421168.000000 Penalty: 69095.765625
Iteration 1F: 21 clusters Score -1.934212e+08 nChanged 570716
Entering Unmasked Mstep 
Mstep: Class 0 contains 1812 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 17393 members 
Mstep: Class 5 contains 8962 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 272565 members 
Mstep: Class 9 contains 18545 members 
Mstep: Class 10 contains 28712 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 15884 members 
Mstep: Class 13 contains 59467 members 
Mstep: Class 14 contains 174540 members 
Mstep: Class 15 contains 61885 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 176900 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 46869 members 
Mstep: Class 20 contains 159927 members 
Mstep: Class 21 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2542.570801 but Gain 3454.789062
Score: -194472880.000000 Penalty: 65640.976562
Iteration 2F: 20 clusters Score -1.944729e+08 nChanged 443436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1077 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 17177 members 
Mstep: Class 5 contains 14968 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 8 contains 165654 members 
Mstep: Class 9 contains 28700 members 
Mstep: Class 10 contains 49434 members 
Mstep: Class 11 contains 14254 members 
Mstep: Class 12 contains 26721 members 
Mstep: Class 13 contains 114316 members 
Mstep: Class 14 contains 142807 members 
Mstep: Class 15 contains 94463 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 116199 members 
Mstep: Class 18 contains 21105 members 
Mstep: Class 19 contains 80631 members 
Mstep: Class 20 contains 156722 members 
Mstep: Class 21 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195065488.000000 Penalty: 65640.976562
Iteration 3F: 20 clusters Score -1.950655e+08 nChanged 363665
Entering Unmasked Mstep 
Mstep: Class 0 contains 608 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 16438 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 8 contains 118190 members 
Mstep: Class 9 contains 41568 members 
Mstep: Class 10 contains 96692 members 
Mstep: Class 11 contains 18223 members 
Mstep: Class 12 contains 43055 members 
Mstep: Class 13 contains 89593 members 
Mstep: Class 14 contains 115394 members 
Mstep: Class 15 contains 89203 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 74951 members 
Mstep: Class 18 contains 32792 members 
Mstep: Class 19 contains 118729 members 
Mstep: Class 20 contains 123344 members 
Mstep: Class 21 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195325632.000000 Penalty: 65640.976562
Iteration 4F: 20 clusters Score -1.953256e+08 nChanged 274057
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 18598 members 
Mstep: Class 5 contains 28280 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 8 contains 97512 members 
Mstep: Class 9 contains 59054 members 
Mstep: Class 10 contains 111689 members 
Mstep: Class 11 contains 23139 members 
Mstep: Class 12 contains 64064 members 
Mstep: Class 13 contains 87091 members 
Mstep: Class 14 contains 112781 members 
Mstep: Class 15 contains 84386 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 78836 members 
Mstep: Class 18 contains 44609 members 
Mstep: Class 19 contains 102135 members 
Mstep: Class 20 contains 99979 members 
Mstep: Class 21 contains 7041 members 
Entering Unmasked Estep 
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Iteration 5F: 20 clusters Score -1.955314e+08 nChanged 181519
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 20962 members 
Mstep: Class 5 contains 33518 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 90492 members 
Mstep: Class 9 contains 78824 members 
Mstep: Class 10 contains 104536 members 
Mstep: Class 11 contains 27111 members 
Mstep: Class 12 contains 84313 members 
Mstep: Class 13 contains 75707 members 
Mstep: Class 14 contains 106764 members 
Mstep: Class 15 contains 80856 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 76810 members 
Mstep: Class 18 contains 54439 members 
Mstep: Class 19 contains 97428 members 
Mstep: Class 20 contains 89723 members 
Mstep: Class 21 contains 7867 members 
Entering Unmasked Estep 
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Iteration 6F: 20 clusters Score -1.956467e+08 nChanged 145087
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 3 contains 3723 members 
Mstep: Class 4 contains 22987 members 
Mstep: Class 5 contains 39243 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 8 contains 82705 members 
Mstep: Class 9 contains 84718 members 
Mstep: Class 10 contains 98677 members 
Mstep: Class 11 contains 31394 members 
Mstep: Class 12 contains 93989 members 
Mstep: Class 13 contains 75667 members 
Mstep: Class 14 contains 104817 members 
Mstep: Class 15 contains 76433 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 71976 members 
Mstep: Class 18 contains 63743 members 
Mstep: Class 19 contains 95639 members 
Mstep: Class 20 contains 81900 members 
Mstep: Class 21 contains 9135 members 
Entering Unmasked Estep 
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Iteration 7F: 20 clusters Score -1.957193e+08 nChanged 115599
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 3 contains 3963 members 
Mstep: Class 4 contains 24823 members 
Mstep: Class 5 contains 44780 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 8 contains 80426 members 
Mstep: Class 9 contains 79733 members 
Mstep: Class 10 contains 92963 members 
Mstep: Class 11 contains 36175 members 
Mstep: Class 12 contains 90047 members 
Mstep: Class 13 contains 75387 members 
Mstep: Class 14 contains 103395 members 
Mstep: Class 15 contains 75088 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 72377 members 
Mstep: Class 18 contains 72973 members 
Mstep: Class 19 contains 96482 members 
Mstep: Class 20 contains 80250 members 
Mstep: Class 21 contains 10499 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -1.957811e+08 nChanged 89525
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 3 contains 4159 members 
Mstep: Class 4 contains 26314 members 
Mstep: Class 5 contains 49676 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 8 contains 78671 members 
Mstep: Class 9 contains 77113 members 
Mstep: Class 10 contains 88836 members 
Mstep: Class 11 contains 41410 members 
Mstep: Class 12 contains 86978 members 
Mstep: Class 13 contains 76131 members 
Mstep: Class 14 contains 101311 members 
Mstep: Class 15 contains 73893 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 71124 members 
Mstep: Class 18 contains 81376 members 
Mstep: Class 19 contains 95697 members 
Mstep: Class 20 contains 77438 members 
Mstep: Class 21 contains 11587 members 
Entering Unmasked Estep 
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Iteration 9F: 20 clusters Score -1.958305e+08 nChanged 78310
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 3 contains 4309 members 
Mstep: Class 4 contains 27618 members 
Mstep: Class 5 contains 53714 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 8 contains 77743 members 
Mstep: Class 9 contains 75371 members 
Mstep: Class 10 contains 85606 members 
Mstep: Class 11 contains 47190 members 
Mstep: Class 12 contains 84470 members 
Mstep: Class 13 contains 77307 members 
Mstep: Class 14 contains 98622 members 
Mstep: Class 15 contains 72215 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 68978 members 
Mstep: Class 18 contains 88045 members 
Mstep: Class 19 contains 93836 members 
Mstep: Class 20 contains 75788 members 
Mstep: Class 21 contains 12775 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -1.958683e+08 nChanged 69852
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 28621 members 
Mstep: Class 5 contains 56413 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 8 contains 77158 members 
Mstep: Class 9 contains 74430 members 
Mstep: Class 10 contains 83389 members 
Mstep: Class 11 contains 53754 members 
Mstep: Class 12 contains 82053 members 
Mstep: Class 13 contains 78647 members 
Mstep: Class 14 contains 95729 members 
Mstep: Class 15 contains 70610 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 66673 members 
Mstep: Class 18 contains 91278 members 
Mstep: Class 19 contains 91985 members 
Mstep: Class 20 contains 75407 members 
Mstep: Class 21 contains 14346 members 
Entering Unmasked Estep 
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Iteration 11F: 20 clusters Score -1.958946e+08 nChanged 62559
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 29413 members 
Mstep: Class 5 contains 57792 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 8 contains 76877 members 
Mstep: Class 9 contains 73758 members 
Mstep: Class 10 contains 81862 members 
Mstep: Class 11 contains 61844 members 
Mstep: Class 12 contains 80153 members 
Mstep: Class 13 contains 80533 members 
Mstep: Class 14 contains 92811 members 
Mstep: Class 15 contains 68963 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 64917 members 
Mstep: Class 18 contains 91475 members 
Mstep: Class 19 contains 90153 members 
Mstep: Class 20 contains 74957 members 
Mstep: Class 21 contains 16015 members 
Entering Unmasked Estep 
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Iteration 12F: 20 clusters Score -1.959138e+08 nChanged 55348
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 30229 members 
Mstep: Class 5 contains 57845 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 8 contains 76537 members 
Mstep: Class 9 contains 73419 members 
Mstep: Class 10 contains 80776 members 
Mstep: Class 11 contains 70829 members 
Mstep: Class 12 contains 79145 members 
Mstep: Class 13 contains 82761 members 
Mstep: Class 14 contains 90334 members 
Mstep: Class 15 contains 66950 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 63526 members 
Mstep: Class 18 contains 89691 members 
Mstep: Class 19 contains 88242 members 
Mstep: Class 20 contains 74262 members 
Mstep: Class 21 contains 17752 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.959287e+08 nChanged 52322
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 30884 members 
Mstep: Class 5 contains 57388 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 8 contains 75737 members 
Mstep: Class 9 contains 73102 members 
Mstep: Class 10 contains 80014 members 
Mstep: Class 11 contains 81939 members 
Mstep: Class 12 contains 78464 members 
Mstep: Class 13 contains 84773 members 
Mstep: Class 14 contains 88411 members 
Mstep: Class 15 contains 64443 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 62417 members 
Mstep: Class 18 contains 86836 members 
Mstep: Class 19 contains 86716 members 
Mstep: Class 20 contains 72836 members 
Mstep: Class 21 contains 19293 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.959354e+08 nChanged 52814
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 31767 members 
Mstep: Class 5 contains 57027 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 8 contains 75654 members 
Mstep: Class 9 contains 72831 members 
Mstep: Class 10 contains 79267 members 
Mstep: Class 11 contains 87271 members 
Mstep: Class 12 contains 78547 members 
Mstep: Class 13 contains 86439 members 
Mstep: Class 14 contains 86652 members 
Mstep: Class 15 contains 61866 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 62117 members 
Mstep: Class 18 contains 84944 members 
Mstep: Class 19 contains 85542 members 
Mstep: Class 20 contains 72819 members 
Mstep: Class 21 contains 20888 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.959383e+08 nChanged 43825
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 33144 members 
Mstep: Class 5 contains 57042 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 8 contains 76379 members 
Mstep: Class 9 contains 73376 members 
Mstep: Class 10 contains 78381 members 
Mstep: Class 11 contains 82444 members 
Mstep: Class 12 contains 78828 members 
Mstep: Class 13 contains 87911 members 
Mstep: Class 14 contains 86186 members 
Mstep: Class 15 contains 60742 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 62252 members 
Mstep: Class 18 contains 85219 members 
Mstep: Class 19 contains 84652 members 
Mstep: Class 20 contains 73745 members 
Mstep: Class 21 contains 22457 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.959465e+08 nChanged 33029
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 57152 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 8 contains 76303 members 
Mstep: Class 9 contains 73269 members 
Mstep: Class 10 contains 77469 members 
Mstep: Class 11 contains 78499 members 
Mstep: Class 12 contains 79041 members 
Mstep: Class 13 contains 89274 members 
Mstep: Class 14 contains 86150 members 
Mstep: Class 15 contains 59716 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 62506 members 
Mstep: Class 18 contains 86487 members 
Mstep: Class 19 contains 83921 members 
Mstep: Class 20 contains 73809 members 
Mstep: Class 21 contains 23682 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.959543e+08 nChanged 30219
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 37041 members 
Mstep: Class 5 contains 57207 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 8 contains 76550 members 
Mstep: Class 9 contains 73097 members 
Mstep: Class 10 contains 76384 members 
Mstep: Class 11 contains 75364 members 
Mstep: Class 12 contains 79091 members 
Mstep: Class 13 contains 90182 members 
Mstep: Class 14 contains 86266 members 
Mstep: Class 15 contains 58844 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 62759 members 
Mstep: Class 18 contains 87474 members 
Mstep: Class 19 contains 83271 members 
Mstep: Class 20 contains 73419 members 
Mstep: Class 21 contains 24708 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.959634e+08 nChanged 28057
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 39644 members 
Mstep: Class 5 contains 57157 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 8 contains 76536 members 
Mstep: Class 9 contains 72948 members 
Mstep: Class 10 contains 75273 members 
Mstep: Class 11 contains 73620 members 
Mstep: Class 12 contains 79001 members 
Mstep: Class 13 contains 90861 members 
Mstep: Class 14 contains 86283 members 
Mstep: Class 15 contains 57996 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 62859 members 
Mstep: Class 18 contains 87828 members 
Mstep: Class 19 contains 82678 members 
Mstep: Class 20 contains 73146 members 
Mstep: Class 21 contains 25518 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.959703e+08 nChanged 26573
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 42630 members 
Mstep: Class 5 contains 57047 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 8 contains 76819 members 
Mstep: Class 9 contains 72660 members 
Mstep: Class 10 contains 74156 members 
Mstep: Class 11 contains 72454 members 
Mstep: Class 12 contains 78773 members 
Mstep: Class 13 contains 91545 members 
Mstep: Class 14 contains 86320 members 
Mstep: Class 15 contains 57224 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 62724 members 
Mstep: Class 18 contains 87898 members 
Mstep: Class 19 contains 81846 members 
Mstep: Class 20 contains 72874 members 
Mstep: Class 21 contains 26206 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.959787e+08 nChanged 26647
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 46365 members 
Mstep: Class 5 contains 56796 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 8 contains 76923 members 
Mstep: Class 9 contains 72348 members 
Mstep: Class 10 contains 72895 members 
Mstep: Class 11 contains 71785 members 
Mstep: Class 12 contains 78564 members 
Mstep: Class 13 contains 92042 members 
Mstep: Class 14 contains 86319 members 
Mstep: Class 15 contains 56530 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 62244 members 
Mstep: Class 18 contains 87825 members 
Mstep: Class 19 contains 81221 members 
Mstep: Class 20 contains 72496 members 
Mstep: Class 21 contains 26925 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.959861e+08 nChanged 26404
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 50860 members 
Mstep: Class 5 contains 56554 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 8 contains 77193 members 
Mstep: Class 9 contains 72066 members 
Mstep: Class 10 contains 71625 members 
Mstep: Class 11 contains 70852 members 
Mstep: Class 12 contains 78386 members 
Mstep: Class 13 contains 92532 members 
Mstep: Class 14 contains 86262 members 
Mstep: Class 15 contains 55952 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 61205 members 
Mstep: Class 18 contains 87738 members 
Mstep: Class 19 contains 80472 members 
Mstep: Class 20 contains 72194 members 
Mstep: Class 21 contains 27561 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.959927e+08 nChanged 25857
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 55481 members 
Mstep: Class 5 contains 56193 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 8 contains 77404 members 
Mstep: Class 9 contains 71729 members 
Mstep: Class 10 contains 70503 members 
Mstep: Class 11 contains 69872 members 
Mstep: Class 12 contains 78231 members 
Mstep: Class 13 contains 93187 members 
Mstep: Class 14 contains 86159 members 
Mstep: Class 15 contains 55491 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 59745 members 
Mstep: Class 18 contains 87696 members 
Mstep: Class 19 contains 79814 members 
Mstep: Class 20 contains 72089 members 
Mstep: Class 21 contains 28176 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.959991e+08 nChanged 24567
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 59189 members 
Mstep: Class 5 contains 55811 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77505 members 
Mstep: Class 9 contains 71437 members 
Mstep: Class 10 contains 69658 members 
Mstep: Class 11 contains 69141 members 
Mstep: Class 12 contains 78113 members 
Mstep: Class 13 contains 94052 members 
Mstep: Class 14 contains 86003 members 
Mstep: Class 15 contains 55175 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 58404 members 
Mstep: Class 18 contains 87649 members 
Mstep: Class 19 contains 79206 members 
Mstep: Class 20 contains 71927 members 
Mstep: Class 21 contains 28820 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.960035e+08 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 61119 members 
Mstep: Class 5 contains 55401 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77561 members 
Mstep: Class 9 contains 71253 members 
Mstep: Class 10 contains 68960 members 
Mstep: Class 11 contains 68770 members 
Mstep: Class 12 contains 78000 members 
Mstep: Class 13 contains 95147 members 
Mstep: Class 14 contains 85915 members 
Mstep: Class 15 contains 55015 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 57763 members 
Mstep: Class 18 contains 87629 members 
Mstep: Class 19 contains 78588 members 
Mstep: Class 20 contains 71748 members 
Mstep: Class 21 contains 29450 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.960069e+08 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 61792 members 
Mstep: Class 5 contains 55066 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77621 members 
Mstep: Class 9 contains 71003 members 
Mstep: Class 10 contains 68414 members 
Mstep: Class 11 contains 68320 members 
Mstep: Class 12 contains 77836 members 
Mstep: Class 13 contains 96250 members 
Mstep: Class 14 contains 85991 members 
Mstep: Class 15 contains 54922 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 57788 members 
Mstep: Class 18 contains 87701 members 
Mstep: Class 19 contains 78005 members 
Mstep: Class 20 contains 71612 members 
Mstep: Class 21 contains 30126 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.96009e+08 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 61765 members 
Mstep: Class 5 contains 54746 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77747 members 
Mstep: Class 9 contains 70799 members 
Mstep: Class 10 contains 67953 members 
Mstep: Class 11 contains 68010 members 
Mstep: Class 12 contains 77610 members 
Mstep: Class 13 contains 97262 members 
Mstep: Class 14 contains 86001 members 
Mstep: Class 15 contains 54923 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 87742 members 
Mstep: Class 19 contains 77423 members 
Mstep: Class 20 contains 71424 members 
Mstep: Class 21 contains 30854 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.960116e+08 nChanged 16161
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 61531 members 
Mstep: Class 5 contains 54411 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77715 members 
Mstep: Class 9 contains 70686 members 
Mstep: Class 10 contains 67627 members 
Mstep: Class 11 contains 67740 members 
Mstep: Class 12 contains 77409 members 
Mstep: Class 13 contains 98208 members 
Mstep: Class 14 contains 86013 members 
Mstep: Class 15 contains 54926 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 58923 members 
Mstep: Class 18 contains 87792 members 
Mstep: Class 19 contains 76954 members 
Mstep: Class 20 contains 71150 members 
Mstep: Class 21 contains 31501 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.960138e+08 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 61206 members 
Mstep: Class 5 contains 54115 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77677 members 
Mstep: Class 9 contains 70567 members 
Mstep: Class 10 contains 67353 members 
Mstep: Class 11 contains 67429 members 
Mstep: Class 12 contains 77250 members 
Mstep: Class 13 contains 99080 members 
Mstep: Class 14 contains 86070 members 
Mstep: Class 15 contains 54935 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 59521 members 
Mstep: Class 18 contains 87895 members 
Mstep: Class 19 contains 76554 members 
Mstep: Class 20 contains 70955 members 
Mstep: Class 21 contains 32137 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.960159e+08 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 3 contains 4516 members 
Mstep: Class 4 contains 60952 members 
Mstep: Class 5 contains 53827 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77577 members 
Mstep: Class 9 contains 70438 members 
Mstep: Class 10 contains 67118 members 
Mstep: Class 11 contains 67157 members 
Mstep: Class 12 contains 77147 members 
Mstep: Class 13 contains 99913 members 
Mstep: Class 14 contains 86083 members 
Mstep: Class 15 contains 55013 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 60014 members 
Mstep: Class 18 contains 87910 members 
Mstep: Class 19 contains 76208 members 
Mstep: Class 20 contains 70772 members 
Mstep: Class 21 contains 32715 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.960175e+08 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 60722 members 
Mstep: Class 5 contains 53602 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77548 members 
Mstep: Class 9 contains 70245 members 
Mstep: Class 10 contains 66900 members 
Mstep: Class 11 contains 66913 members 
Mstep: Class 12 contains 77106 members 
Mstep: Class 13 contains 100621 members 
Mstep: Class 14 contains 86169 members 
Mstep: Class 15 contains 55049 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 60515 members 
Mstep: Class 18 contains 87971 members 
Mstep: Class 19 contains 75892 members 
Mstep: Class 20 contains 70539 members 
Mstep: Class 21 contains 33281 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.960186e+08 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 60493 members 
Mstep: Class 5 contains 53360 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77507 members 
Mstep: Class 9 contains 70085 members 
Mstep: Class 10 contains 66727 members 
Mstep: Class 11 contains 66692 members 
Mstep: Class 12 contains 77105 members 
Mstep: Class 13 contains 101210 members 
Mstep: Class 14 contains 86250 members 
Mstep: Class 15 contains 55010 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 60963 members 
Mstep: Class 18 contains 88022 members 
Mstep: Class 19 contains 75569 members 
Mstep: Class 20 contains 70348 members 
Mstep: Class 21 contains 33867 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.960198e+08 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 60318 members 
Mstep: Class 5 contains 53112 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77513 members 
Mstep: Class 9 contains 69879 members 
Mstep: Class 10 contains 66568 members 
Mstep: Class 11 contains 66532 members 
Mstep: Class 12 contains 77056 members 
Mstep: Class 13 contains 101656 members 
Mstep: Class 14 contains 86324 members 
Mstep: Class 15 contains 55023 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 61320 members 
Mstep: Class 18 contains 88042 members 
Mstep: Class 19 contains 75244 members 
Mstep: Class 20 contains 70274 members 
Mstep: Class 21 contains 34497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196021360.000000 Penalty: 65640.976562
Iteration 33Q: 20 clusters Score -1.960214e+08 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 60200 members 
Mstep: Class 5 contains 52853 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77487 members 
Mstep: Class 9 contains 69745 members 
Mstep: Class 10 contains 66400 members 
Mstep: Class 11 contains 66437 members 
Mstep: Class 12 contains 77024 members 
Mstep: Class 13 contains 101998 members 
Mstep: Class 14 contains 86389 members 
Mstep: Class 15 contains 54991 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 61730 members 
Mstep: Class 18 contains 88072 members 
Mstep: Class 19 contains 74994 members 
Mstep: Class 20 contains 70077 members 
Mstep: Class 21 contains 35083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196022336.000000 Penalty: 65640.976562
Iteration 34Q: 20 clusters Score -1.960223e+08 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 60032 members 
Mstep: Class 5 contains 52628 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77454 members 
Mstep: Class 9 contains 69581 members 
Mstep: Class 10 contains 66259 members 
Mstep: Class 11 contains 66355 members 
Mstep: Class 12 contains 76957 members 
Mstep: Class 13 contains 102275 members 
Mstep: Class 14 contains 86513 members 
Mstep: Class 15 contains 54955 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 62126 members 
Mstep: Class 18 contains 88171 members 
Mstep: Class 19 contains 74752 members 
Mstep: Class 20 contains 69907 members 
Mstep: Class 21 contains 35633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196023168.000000 Penalty: 65640.976562
Iteration 35Q: 20 clusters Score -1.960232e+08 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 59872 members 
Mstep: Class 5 contains 52441 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77319 members 
Mstep: Class 9 contains 69475 members 
Mstep: Class 10 contains 66134 members 
Mstep: Class 11 contains 66269 members 
Mstep: Class 12 contains 76878 members 
Mstep: Class 13 contains 102428 members 
Mstep: Class 14 contains 86709 members 
Mstep: Class 15 contains 54904 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 62504 members 
Mstep: Class 18 contains 88233 members 
Mstep: Class 19 contains 74581 members 
Mstep: Class 20 contains 69771 members 
Mstep: Class 21 contains 36185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196025472.000000 Penalty: 65640.976562
Iteration 36Q: 20 clusters Score -1.960255e+08 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 3 contains 4540 members 
Mstep: Class 4 contains 59685 members 
Mstep: Class 5 contains 52229 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77174 members 
Mstep: Class 9 contains 69371 members 
Mstep: Class 10 contains 66007 members 
Mstep: Class 11 contains 66161 members 
Mstep: Class 12 contains 76831 members 
Mstep: Class 13 contains 102559 members 
Mstep: Class 14 contains 86903 members 
Mstep: Class 15 contains 54840 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 62909 members 
Mstep: Class 18 contains 88275 members 
Mstep: Class 19 contains 74387 members 
Mstep: Class 20 contains 69749 members 
Mstep: Class 21 contains 36678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196026464.000000 Penalty: 65640.976562
Iteration 37Q: 20 clusters Score -1.960265e+08 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 59523 members 
Mstep: Class 5 contains 52037 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77080 members 
Mstep: Class 9 contains 69267 members 
Mstep: Class 10 contains 65865 members 
Mstep: Class 11 contains 65959 members 
Mstep: Class 12 contains 76862 members 
Mstep: Class 13 contains 102680 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 54796 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 63338 members 
Mstep: Class 18 contains 88362 members 
Mstep: Class 19 contains 74207 members 
Mstep: Class 20 contains 69637 members 
Mstep: Class 21 contains 37119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196027600.000000 Penalty: 65640.976562
Iteration 38Q: 20 clusters Score -1.960276e+08 nChanged 8846
Entering ConstructFrom: 
Score: -196027600.000000 Penalty: 65640.976562
Entering ConstructFrom: 
Trying to split cluster 1 (69772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Entering Unmasked Estep 
Score: -12409504.000000 Penalty: 2765.941162
	Iteration 0F: 2 clusters Score -1.24095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -12378481.000000 Penalty: 5531.882324
	Iteration 0F: 3 clusters Score -1.237848e+07 nChanged 32616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -12397552.000000 Penalty: 5531.882324
	Iteration 1F: 3 clusters Score -1.239755e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -12398645.000000 Penalty: 5531.882324
	Iteration 2Q: 3 clusters Score -1.239864e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -12400039.000000 Penalty: 5531.882324
	Iteration 3Q: 3 clusters Score -1.240004e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -12401993.000000 Penalty: 5531.882324
	Iteration 4F: 3 clusters Score -1.240199e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -12404343.000000 Penalty: 5531.882324
	Iteration 5F: 3 clusters Score -1.240434e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -12407152.000000 Penalty: 5531.882324
	Iteration 6F: 3 clusters Score -1.240715e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -12409986.000000 Penalty: 5531.882324
	Iteration 7F: 3 clusters Score -1.240999e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -12412458.000000 Penalty: 5531.882324
	Iteration 8F: 3 clusters Score -1.241246e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -12414108.000000 Penalty: 5531.882324
	Iteration 9Q: 3 clusters Score -1.241411e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -12414693.000000 Penalty: 5531.882324
	Iteration 10Q: 3 clusters Score -1.241469e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -12414881.000000 Penalty: 5531.882324
	Iteration 11Q: 3 clusters Score -1.241488e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -12414847.000000 Penalty: 5531.882324
	Iteration 12Q: 3 clusters Score -1.241485e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -12414859.000000 Penalty: 5531.882324
	Iteration 13Q: 3 clusters Score -1.241486e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -12414807.000000 Penalty: 5531.882324
	Iteration 14Q: 3 clusters Score -1.241481e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -12414719.000000 Penalty: 5531.882324
	Iteration 15Q: 3 clusters Score -1.241472e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -12414659.000000 Penalty: 5531.882324
	Iteration 16Q: 3 clusters Score -1.241466e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -12414616.000000 Penalty: 5531.882324
	Iteration 17Q: 3 clusters Score -1.241462e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -12414541.000000 Penalty: 5531.882324
	Iteration 18Q: 3 clusters Score -1.241454e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -12414475.000000 Penalty: 5531.882324
	Iteration 19Q: 3 clusters Score -1.241448e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -12414452.000000 Penalty: 5531.882324
	Iteration 20F: 3 clusters Score -1.241445e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -12414412.000000 Penalty: 5531.882324
	Iteration 21Q: 3 clusters Score -1.241441e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -12414395.000000 Penalty: 5531.882324
	Iteration 22Q: 3 clusters Score -1.24144e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -12414383.000000 Penalty: 5531.882324
	Iteration 23Q: 3 clusters Score -1.241438e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -12414313.000000 Penalty: 5531.882324
	Iteration 24Q: 3 clusters Score -1.241431e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -12414336.000000 Penalty: 5531.882324
	Iteration 25Q: 3 clusters Score -1.241434e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -12414320.000000 Penalty: 5531.882324
	Iteration 26Q: 3 clusters Score -1.241432e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -12414318.000000 Penalty: 5531.882324
	Iteration 27Q: 3 clusters Score -1.241432e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -12414304.000000 Penalty: 5531.882324
	Iteration 28Q: 3 clusters Score -1.24143e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -12414301.000000 Penalty: 5531.882324
	Iteration 29Q: 3 clusters Score -1.24143e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -12414282.000000 Penalty: 5531.882324
	Iteration 30Q: 3 clusters Score -1.241428e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -12414305.000000 Penalty: 5531.882324
	Iteration 31Q: 3 clusters Score -1.24143e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -12414307.000000 Penalty: 5531.882324
	Iteration 32Q: 3 clusters Score -1.241431e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -12414285.000000 Penalty: 5531.882324
	Iteration 33Q: 3 clusters Score -1.241428e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -12414303.000000 Penalty: 5531.882324
	Iteration 34Q: 3 clusters Score -1.24143e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -12414286.000000 Penalty: 5531.882324
	Iteration 35Q: 3 clusters Score -1.241429e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -12414268.000000 Penalty: 5531.882324
	Iteration 36Q: 3 clusters Score -1.241427e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -12414272.000000 Penalty: 5531.882324
	Iteration 37Q: 3 clusters Score -1.241427e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -12414238.000000 Penalty: 5531.882324
	Iteration 38Q: 3 clusters Score -1.241424e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -12414245.000000 Penalty: 5531.882324
	Iteration 39Q: 3 clusters Score -1.241424e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -12414249.000000 Penalty: 5531.882324
	Iteration 40F: 3 clusters Score -1.241425e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -12414269.000000 Penalty: 5531.882324
	Iteration 41Q: 3 clusters Score -1.241427e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -12414257.000000 Penalty: 5531.882324
	Iteration 42Q: 3 clusters Score -1.241426e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -12414259.000000 Penalty: 5531.882324
	Iteration 43Q: 3 clusters Score -1.241426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -12414249.000000 Penalty: 5531.882324
	Iteration 44Q: 3 clusters Score -1.241425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -12414236.000000 Penalty: 5531.882324
	Iteration 45Q: 3 clusters Score -1.241424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -12414256.000000 Penalty: 5531.882324
	Iteration 46Q: 3 clusters Score -1.241426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -12414261.000000 Penalty: 5531.882324
	Iteration 47Q: 3 clusters Score -1.241426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -12414247.000000 Penalty: 5531.882324
	Iteration 48Q: 3 clusters Score -1.241425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -12414233.000000 Penalty: 5531.882324
	Iteration 49Q: 3 clusters Score -1.241423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -12414249.000000 Penalty: 5531.882324
	Iteration 50Q: 3 clusters Score -1.241425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -12414246.000000 Penalty: 5531.882324
	Iteration 51Q: 3 clusters Score -1.241425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -12414226.000000 Penalty: 5531.882324
	Iteration 52Q: 3 clusters Score -1.241423e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -12414235.000000 Penalty: 5531.882324
	Iteration 53Q: 3 clusters Score -1.241424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -12414242.000000 Penalty: 5531.882324
	Iteration 54Q: 3 clusters Score -1.241424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -12414240.000000 Penalty: 5531.882324
	Iteration 55Q: 3 clusters Score -1.241424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -12414244.000000 Penalty: 5531.882324
	Iteration 56Q: 3 clusters Score -1.241424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -12414233.000000 Penalty: 5531.882324
	Iteration 57Q: 3 clusters Score -1.241423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -12414238.000000 Penalty: 5531.882324
	Iteration 58Q: 3 clusters Score -1.241424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -12414238.000000 Penalty: 5531.882324
	Iteration 59Q: 3 clusters Score -1.241424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -12414234.000000 Penalty: 5531.882324
	Iteration 60F: 3 clusters Score -1.241423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -12414230.000000 Penalty: 5531.882324
	Iteration 61Q: 3 clusters Score -1.241423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -12414240.000000 Penalty: 5531.882324
	Iteration 62Q: 3 clusters Score -1.241424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -12414224.000000 Penalty: 5531.882324
	Iteration 63Q: 3 clusters Score -1.241422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -12414224.000000 Penalty: 5531.882324
	Iteration 64Q: 3 clusters Score -1.241422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -12414223.000000 Penalty: 5531.882324
	Iteration 65Q: 3 clusters Score -1.241422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -12414236.000000 Penalty: 5531.882324
	Iteration 66Q: 3 clusters Score -1.241424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -12414242.000000 Penalty: 5531.882324
	Iteration 67Q: 3 clusters Score -1.241424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -12414216.000000 Penalty: 5531.882324
	Iteration 68Q: 3 clusters Score -1.241422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -12414197.000000 Penalty: 5531.882324
	Iteration 69Q: 3 clusters Score -1.24142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -12414194.000000 Penalty: 5531.882324
	Iteration 70Q: 3 clusters Score -1.241419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -12414202.000000 Penalty: 5531.882324
	Iteration 71Q: 3 clusters Score -1.24142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -12414213.000000 Penalty: 5531.882324
	Iteration 72Q: 3 clusters Score -1.241421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -12414210.000000 Penalty: 5531.882324
	Iteration 73Q: 3 clusters Score -1.241421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -12414215.000000 Penalty: 5531.882324
	Iteration 74Q: 3 clusters Score -1.241422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -12414226.000000 Penalty: 5531.882324
	Iteration 75Q: 3 clusters Score -1.241423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -12414210.000000 Penalty: 5531.882324
	Iteration 76Q: 3 clusters Score -1.241421e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -12414217.000000 Penalty: 5531.882324
	Iteration 77Q: 3 clusters Score -1.241422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -12414219.000000 Penalty: 5531.882324
	Iteration 78Q: 3 clusters Score -1.241422e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -12414216.000000 Penalty: 5531.882324
	Iteration 79Q: 3 clusters Score -1.241422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -12414219.000000 Penalty: 5531.882324
	Iteration 80F: 3 clusters Score -1.241422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -12414217.000000 Penalty: 5531.882324
	Iteration 81Q: 3 clusters Score -1.241422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -12414213.000000 Penalty: 5531.882324
	Iteration 82Q: 3 clusters Score -1.241421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -12414203.000000 Penalty: 5531.882324
	Iteration 83Q: 3 clusters Score -1.24142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -12414201.000000 Penalty: 5531.882324
	Iteration 84Q: 3 clusters Score -1.24142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -12414183.000000 Penalty: 5531.882324
	Iteration 85Q: 3 clusters Score -1.241418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -12414186.000000 Penalty: 5531.882324
	Iteration 86Q: 3 clusters Score -1.241419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -12414189.000000 Penalty: 5531.882324
	Iteration 87Q: 3 clusters Score -1.241419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -12414209.000000 Penalty: 5531.882324
	Iteration 88Q: 3 clusters Score -1.241421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -12414215.000000 Penalty: 5531.882324
	Iteration 89Q: 3 clusters Score -1.241422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -12414213.000000 Penalty: 5531.882324
	Iteration 90Q: 3 clusters Score -1.241421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -12414210.000000 Penalty: 5531.882324
	Iteration 91Q: 3 clusters Score -1.241421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -12414214.000000 Penalty: 5531.882324
	Iteration 92Q: 3 clusters Score -1.241421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -12414210.000000 Penalty: 5531.882324
	Iteration 93Q: 3 clusters Score -1.241421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -12414201.000000 Penalty: 5531.882324
	Iteration 94Q: 3 clusters Score -1.24142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -12414192.000000 Penalty: 5531.882324
	Iteration 95Q: 3 clusters Score -1.241419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -12414201.000000 Penalty: 5531.882324
	Iteration 96Q: 3 clusters Score -1.24142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -12414193.000000 Penalty: 5531.882324
	Iteration 97Q: 3 clusters Score -1.241419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -12414191.000000 Penalty: 5531.882324
	Iteration 98Q: 3 clusters Score -1.241419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -12414189.000000 Penalty: 5531.882324
	Iteration 99Q: 3 clusters Score -1.241419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -12414207.000000 Penalty: 5531.882324
	Iteration 100F: 3 clusters Score -1.241421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -12414196.000000 Penalty: 5531.882324
	Iteration 101Q: 3 clusters Score -1.24142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -12414188.000000 Penalty: 5531.882324
	Iteration 102Q: 3 clusters Score -1.241419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -12414206.000000 Penalty: 5531.882324
	Iteration 103Q: 3 clusters Score -1.241421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -12414198.000000 Penalty: 5531.882324
	Iteration 104Q: 3 clusters Score -1.24142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -12414190.000000 Penalty: 5531.882324
	Iteration 105Q: 3 clusters Score -1.241419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -12414194.000000 Penalty: 5531.882324
	Iteration 106Q: 3 clusters Score -1.241419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -12414195.000000 Penalty: 5531.882324
	Iteration 107Q: 3 clusters Score -1.24142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -12414198.000000 Penalty: 5531.882324
	Iteration 108Q: 3 clusters Score -1.24142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -12414191.000000 Penalty: 5531.882324
	Iteration 109Q: 3 clusters Score -1.241419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -12414189.000000 Penalty: 5531.882324
	Iteration 110Q: 3 clusters Score -1.241419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -12414189.000000 Penalty: 5531.882324
	Iteration 111F: 3 clusters Score -1.241419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 4549 members 
Mstep: Class 4 contains 59356 members 
Mstep: Class 5 contains 51848 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 69104 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 65676 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Entering Unmasked Estep 
Score: -196031152.000000 Penalty: 69095.765625
Splitting cluster 1 changes total score from -196027600.000000 to -196031152.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -715713.937500 Penalty: 2088.820312
	Iteration 0F: 2 clusters Score -715713.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -711909.750000 Penalty: 4177.640625
	Iteration 0F: 3 clusters Score -711909.8 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -716637.250000 Penalty: 4177.640625
	Iteration 1F: 3 clusters Score -716637.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -722257.937500 Penalty: 4177.640625
	Iteration 2F: 3 clusters Score -722257.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -723925.937500 Penalty: 4177.640625
	Iteration 3F: 3 clusters Score -723925.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -724624.000000 Penalty: 4177.640625
	Iteration 4Q: 3 clusters Score -724624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -724878.812500 Penalty: 4177.640625
	Iteration 5Q: 3 clusters Score -724878.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -725004.375000 Penalty: 4177.640625
	Iteration 6Q: 3 clusters Score -725004.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -725086.687500 Penalty: 4177.640625
	Iteration 7Q: 3 clusters Score -725086.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -725134.187500 Penalty: 4177.640625
	Iteration 8Q: 3 clusters Score -725134.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -725165.187500 Penalty: 4177.640625
	Iteration 9Q: 3 clusters Score -725165.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -725194.125000 Penalty: 4177.640625
	Iteration 10Q: 3 clusters Score -725194.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -725212.062500 Penalty: 4177.640625
	Iteration 11Q: 3 clusters Score -725212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -725224.750000 Penalty: 4177.640625
	Iteration 12Q: 3 clusters Score -725224.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -725233.875000 Penalty: 4177.640625
	Iteration 13Q: 3 clusters Score -725233.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -725240.500000 Penalty: 4177.640625
	Iteration 14Q: 3 clusters Score -725240.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -725245.750000 Penalty: 4177.640625
	Iteration 15Q: 3 clusters Score -725245.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -725251.875000 Penalty: 4177.640625
	Iteration 16Q: 3 clusters Score -725251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -725254.000000 Penalty: 4177.640625
	Iteration 17Q: 3 clusters Score -725254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -725259.250000 Penalty: 4177.640625
	Iteration 18Q: 3 clusters Score -725259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -725265.000000 Penalty: 4177.640625
	Iteration 19Q: 3 clusters Score -725265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -725267.062500 Penalty: 4177.640625
	Iteration 20F: 3 clusters Score -725267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 59356 members 
Mstep: Class 5 contains 51848 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 69104 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 65676 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Entering Unmasked Estep 
Score: -196038304.000000 Penalty: 72550.546875
Splitting cluster 3 changes total score from -196027600.000000 to -196038304.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -10558844.000000 Penalty: 2725.844482
	Iteration 0F: 2 clusters Score -1.055884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -10528325.000000 Penalty: 5451.688965
	Iteration 0F: 3 clusters Score -1.052832e+07 nChanged 27580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -10544105.000000 Penalty: 5451.688965
	Iteration 1F: 3 clusters Score -1.05441e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -10544968.000000 Penalty: 5451.688965
	Iteration 2Q: 3 clusters Score -1.054497e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -10546062.000000 Penalty: 5451.688965
	Iteration 3Q: 3 clusters Score -1.054606e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -10547607.000000 Penalty: 5451.688965
	Iteration 4Q: 3 clusters Score -1.054761e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -10550206.000000 Penalty: 5451.688965
	Iteration 5F: 3 clusters Score -1.055021e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -10554775.000000 Penalty: 5451.688965
	Iteration 6F: 3 clusters Score -1.055478e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -10560946.000000 Penalty: 5451.688965
	Iteration 7F: 3 clusters Score -1.056095e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -10566419.000000 Penalty: 5451.688965
	Iteration 8F: 3 clusters Score -1.056642e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -10569622.000000 Penalty: 5451.688965
	Iteration 9F: 3 clusters Score -1.056962e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -10572000.000000 Penalty: 5451.688965
	Iteration 10Q: 3 clusters Score -1.0572e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -10573544.000000 Penalty: 5451.688965
	Iteration 11Q: 3 clusters Score -1.057354e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -10574283.000000 Penalty: 5451.688965
	Iteration 12Q: 3 clusters Score -1.057428e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -10574476.000000 Penalty: 5451.688965
	Iteration 13Q: 3 clusters Score -1.057448e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -10574501.000000 Penalty: 5451.688965
	Iteration 14Q: 3 clusters Score -1.05745e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -10574470.000000 Penalty: 5451.688965
	Iteration 15Q: 3 clusters Score -1.057447e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -10574470.000000 Penalty: 5451.688965
	Iteration 16Q: 3 clusters Score -1.057447e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -10574415.000000 Penalty: 5451.688965
	Iteration 17Q: 3 clusters Score -1.057442e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -10574413.000000 Penalty: 5451.688965
	Iteration 18Q: 3 clusters Score -1.057441e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -10574403.000000 Penalty: 5451.688965
	Iteration 19Q: 3 clusters Score -1.05744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10574372.000000 Penalty: 5451.688965
	Iteration 20F: 3 clusters Score -1.057437e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -10574366.000000 Penalty: 5451.688965
	Iteration 21Q: 3 clusters Score -1.057437e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -10574352.000000 Penalty: 5451.688965
	Iteration 22Q: 3 clusters Score -1.057435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -10574345.000000 Penalty: 5451.688965
	Iteration 23Q: 3 clusters Score -1.057434e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -10574322.000000 Penalty: 5451.688965
	Iteration 24Q: 3 clusters Score -1.057432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -10574315.000000 Penalty: 5451.688965
	Iteration 25Q: 3 clusters Score -1.057432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -10574319.000000 Penalty: 5451.688965
	Iteration 26Q: 3 clusters Score -1.057432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -10574298.000000 Penalty: 5451.688965
	Iteration 27Q: 3 clusters Score -1.05743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -10574283.000000 Penalty: 5451.688965
	Iteration 28Q: 3 clusters Score -1.057428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -10574280.000000 Penalty: 5451.688965
	Iteration 29Q: 3 clusters Score -1.057428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -10574292.000000 Penalty: 5451.688965
	Iteration 30Q: 3 clusters Score -1.057429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -10574282.000000 Penalty: 5451.688965
	Iteration 31Q: 3 clusters Score -1.057428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -10574286.000000 Penalty: 5451.688965
	Iteration 32Q: 3 clusters Score -1.057429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -10574285.000000 Penalty: 5451.688965
	Iteration 33Q: 3 clusters Score -1.057428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -10574286.000000 Penalty: 5451.688965
	Iteration 34Q: 3 clusters Score -1.057429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -10574292.000000 Penalty: 5451.688965
	Iteration 35Q: 3 clusters Score -1.057429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -10574291.000000 Penalty: 5451.688965
	Iteration 36Q: 3 clusters Score -1.057429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -10574292.000000 Penalty: 5451.688965
	Iteration 37Q: 3 clusters Score -1.057429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -10574291.000000 Penalty: 5451.688965
	Iteration 38Q: 3 clusters Score -1.057429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -10574284.000000 Penalty: 5451.688965
	Iteration 39Q: 3 clusters Score -1.057428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -10574285.000000 Penalty: 5451.688965
	Iteration 40F: 3 clusters Score -1.057428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -10574283.000000 Penalty: 5451.688965
	Iteration 41Q: 3 clusters Score -1.057428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -10574283.000000 Penalty: 5451.688965
	Iteration 42Q: 3 clusters Score -1.057428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -10574283.000000 Penalty: 5451.688965
	Iteration 43F: 3 clusters Score -1.057428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 51848 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 69104 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 65676 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Entering Unmasked Estep 
Score: -196049040.000000 Penalty: 76005.335938
Splitting cluster 4 changes total score from -196027600.000000 to -196049040.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (51848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Entering Unmasked Estep 
Score: -9179512.000000 Penalty: 2692.305664
	Iteration 0F: 2 clusters Score -9179512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -9147820.000000 Penalty: 5384.611328
	Iteration 0F: 3 clusters Score -9147820 nChanged 23990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -9161595.000000 Penalty: 5384.611328
	Iteration 1F: 3 clusters Score -9161595 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -9162678.000000 Penalty: 5384.611328
	Iteration 2F: 3 clusters Score -9162678 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -9164219.000000 Penalty: 5384.611328
	Iteration 3F: 3 clusters Score -9164219 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -9166247.000000 Penalty: 5384.611328
	Iteration 4F: 3 clusters Score -9166247 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -9169038.000000 Penalty: 5384.611328
	Iteration 5F: 3 clusters Score -9169038 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -9171931.000000 Penalty: 5384.611328
	Iteration 6F: 3 clusters Score -9171931 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -9174311.000000 Penalty: 5384.611328
	Iteration 7F: 3 clusters Score -9174311 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -9176057.000000 Penalty: 5384.611328
	Iteration 8Q: 3 clusters Score -9176057 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -9177388.000000 Penalty: 5384.611328
	Iteration 9Q: 3 clusters Score -9177388 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -9178438.000000 Penalty: 5384.611328
	Iteration 10Q: 3 clusters Score -9178438 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -9179259.000000 Penalty: 5384.611328
	Iteration 11Q: 3 clusters Score -9179259 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9179869.000000 Penalty: 5384.611328
	Iteration 12Q: 3 clusters Score -9179869 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -9180514.000000 Penalty: 5384.611328
	Iteration 13Q: 3 clusters Score -9180514 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -9181179.000000 Penalty: 5384.611328
	Iteration 14Q: 3 clusters Score -9181179 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -9181894.000000 Penalty: 5384.611328
	Iteration 15Q: 3 clusters Score -9181894 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -9182665.000000 Penalty: 5384.611328
	Iteration 16Q: 3 clusters Score -9182665 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -9183489.000000 Penalty: 5384.611328
	Iteration 17Q: 3 clusters Score -9183489 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -9184326.000000 Penalty: 5384.611328
	Iteration 18Q: 3 clusters Score -9184326 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -9185157.000000 Penalty: 5384.611328
	Iteration 19Q: 3 clusters Score -9185157 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -9186354.000000 Penalty: 5384.611328
	Iteration 20F: 3 clusters Score -9186354 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -9187338.000000 Penalty: 5384.611328
	Iteration 21Q: 3 clusters Score -9187338 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -9187806.000000 Penalty: 5384.611328
	Iteration 22Q: 3 clusters Score -9187806 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -9188081.000000 Penalty: 5384.611328
	Iteration 23Q: 3 clusters Score -9188081 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -9188288.000000 Penalty: 5384.611328
	Iteration 24Q: 3 clusters Score -9188288 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -9188378.000000 Penalty: 5384.611328
	Iteration 25Q: 3 clusters Score -9188378 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -9188476.000000 Penalty: 5384.611328
	Iteration 26Q: 3 clusters Score -9188476 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -9188519.000000 Penalty: 5384.611328
	Iteration 27Q: 3 clusters Score -9188519 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -9188580.000000 Penalty: 5384.611328
	Iteration 28Q: 3 clusters Score -9188580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -9188620.000000 Penalty: 5384.611328
	Iteration 29Q: 3 clusters Score -9188620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -9188613.000000 Penalty: 5384.611328
	Iteration 30Q: 3 clusters Score -9188613 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -9188639.000000 Penalty: 5384.611328
	Iteration 31Q: 3 clusters Score -9188639 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9188662.000000 Penalty: 5384.611328
	Iteration 32Q: 3 clusters Score -9188662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -9188673.000000 Penalty: 5384.611328
	Iteration 33Q: 3 clusters Score -9188673 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -9188683.000000 Penalty: 5384.611328
	Iteration 34Q: 3 clusters Score -9188683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -9188704.000000 Penalty: 5384.611328
	Iteration 35Q: 3 clusters Score -9188704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -9188728.000000 Penalty: 5384.611328
	Iteration 36Q: 3 clusters Score -9188728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -9188729.000000 Penalty: 5384.611328
	Iteration 37Q: 3 clusters Score -9188729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -9188736.000000 Penalty: 5384.611328
	Iteration 38Q: 3 clusters Score -9188736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -9188761.000000 Penalty: 5384.611328
	Iteration 39Q: 3 clusters Score -9188761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -9188758.000000 Penalty: 5384.611328
	Iteration 40F: 3 clusters Score -9188758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -9188760.000000 Penalty: 5384.611328
	Iteration 41Q: 3 clusters Score -9188760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -9188741.000000 Penalty: 5384.611328
	Iteration 42Q: 3 clusters Score -9188741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -9188756.000000 Penalty: 5384.611328
	Iteration 43Q: 3 clusters Score -9188756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -9188770.000000 Penalty: 5384.611328
	Iteration 44Q: 3 clusters Score -9188770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -9188779.000000 Penalty: 5384.611328
	Iteration 45Q: 3 clusters Score -9188779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -9188796.000000 Penalty: 5384.611328
	Iteration 46Q: 3 clusters Score -9188796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -9188803.000000 Penalty: 5384.611328
	Iteration 47Q: 3 clusters Score -9188803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -9188799.000000 Penalty: 5384.611328
	Iteration 48Q: 3 clusters Score -9188799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -9188799.000000 Penalty: 5384.611328
	Iteration 49Q: 3 clusters Score -9188799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -9188798.000000 Penalty: 5384.611328
	Iteration 50Q: 3 clusters Score -9188798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -9188798.000000 Penalty: 5384.611328
	Iteration 51Q: 3 clusters Score -9188798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9188792.000000 Penalty: 5384.611328
	Iteration 52Q: 3 clusters Score -9188792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -9188804.000000 Penalty: 5384.611328
	Iteration 53Q: 3 clusters Score -9188804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -9188809.000000 Penalty: 5384.611328
	Iteration 54Q: 3 clusters Score -9188809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -9188817.000000 Penalty: 5384.611328
	Iteration 55Q: 3 clusters Score -9188817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -9188814.000000 Penalty: 5384.611328
	Iteration 56Q: 3 clusters Score -9188814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -9188822.000000 Penalty: 5384.611328
	Iteration 57Q: 3 clusters Score -9188822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -9188819.000000 Penalty: 5384.611328
	Iteration 58Q: 3 clusters Score -9188819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -9188826.000000 Penalty: 5384.611328
	Iteration 59Q: 3 clusters Score -9188826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -9188824.000000 Penalty: 5384.611328
	Iteration 60F: 3 clusters Score -9188824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -9188823.000000 Penalty: 5384.611328
	Iteration 61Q: 3 clusters Score -9188823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -9188818.000000 Penalty: 5384.611328
	Iteration 62Q: 3 clusters Score -9188818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -9188821.000000 Penalty: 5384.611328
	Iteration 63Q: 3 clusters Score -9188821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -9188816.000000 Penalty: 5384.611328
	Iteration 64Q: 3 clusters Score -9188816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -9188820.000000 Penalty: 5384.611328
	Iteration 65Q: 3 clusters Score -9188820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -9188824.000000 Penalty: 5384.611328
	Iteration 66Q: 3 clusters Score -9188824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -9188818.000000 Penalty: 5384.611328
	Iteration 67Q: 3 clusters Score -9188818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -9188824.000000 Penalty: 5384.611328
	Iteration 68Q: 3 clusters Score -9188824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -9188822.000000 Penalty: 5384.611328
	Iteration 69Q: 3 clusters Score -9188822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -9188817.000000 Penalty: 5384.611328
	Iteration 70Q: 3 clusters Score -9188817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -9188819.000000 Penalty: 5384.611328
	Iteration 71Q: 3 clusters Score -9188819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -9188819.000000 Penalty: 5384.611328
	Iteration 72F: 3 clusters Score -9188819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 69104 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 65676 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Entering Unmasked Estep 
Score: -196057136.000000 Penalty: 79460.125000
Splitting cluster 5 changes total score from -196027600.000000 to -196057136.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -204519.140625 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -204519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -202815.218750 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -202815.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -209539.343750 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -209539.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -215851.125000 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -215851.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -216750.828125 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -216750.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -216881.375000 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -216881.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -216951.218750 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -216951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -216977.921875 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -216977.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -216990.640625 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -216990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -216998.031250 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -216998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -217003.531250 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -217003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -217004.656250 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -217004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -217006.921875 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -217006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -217007.921875 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -217007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217009.484375 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -217009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -217010.515625 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -217010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -217010.515625 Penalty: 3737.242432
	Iteration 15F: 3 clusters Score -217010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 69104 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 65676 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Entering Unmasked Estep 
Score: -196068672.000000 Penalty: 82914.914062
Splitting cluster 6 changes total score from -196027600.000000 to -196068672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (77122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Entering Unmasked Estep 
Score: -13933217.000000 Penalty: 2790.779785
	Iteration 0F: 2 clusters Score -1.393322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -13919190.000000 Penalty: 5581.559570
	Iteration 0F: 3 clusters Score -1.391919e+07 nChanged 36267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -13939811.000000 Penalty: 5581.559570
	Iteration 1F: 3 clusters Score -1.393981e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -13940476.000000 Penalty: 5581.559570
	Iteration 2Q: 3 clusters Score -1.394048e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -13941083.000000 Penalty: 5581.559570
	Iteration 3Q: 3 clusters Score -1.394108e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -13941956.000000 Penalty: 5581.559570
	Iteration 4Q: 3 clusters Score -1.394196e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -13942958.000000 Penalty: 5581.559570
	Iteration 5Q: 3 clusters Score -1.394296e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -13944635.000000 Penalty: 5581.559570
	Iteration 6Q: 3 clusters Score -1.394464e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -13947108.000000 Penalty: 5581.559570
	Iteration 7F: 3 clusters Score -1.394711e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -13950527.000000 Penalty: 5581.559570
	Iteration 8F: 3 clusters Score -1.395053e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -13954160.000000 Penalty: 5581.559570
	Iteration 9F: 3 clusters Score -1.395416e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -13956160.000000 Penalty: 5581.559570
	Iteration 10F: 3 clusters Score -1.395616e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -13957023.000000 Penalty: 5581.559570
	Iteration 11Q: 3 clusters Score -1.395702e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -13957281.000000 Penalty: 5581.559570
	Iteration 12Q: 3 clusters Score -1.395728e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -13957517.000000 Penalty: 5581.559570
	Iteration 13Q: 3 clusters Score -1.395752e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -13957754.000000 Penalty: 5581.559570
	Iteration 14Q: 3 clusters Score -1.395775e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -13957949.000000 Penalty: 5581.559570
	Iteration 15Q: 3 clusters Score -1.395795e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -13958148.000000 Penalty: 5581.559570
	Iteration 16Q: 3 clusters Score -1.395815e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -13958379.000000 Penalty: 5581.559570
	Iteration 17Q: 3 clusters Score -1.395838e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -13958528.000000 Penalty: 5581.559570
	Iteration 18Q: 3 clusters Score -1.395853e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -13958664.000000 Penalty: 5581.559570
	Iteration 19Q: 3 clusters Score -1.395866e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -13958810.000000 Penalty: 5581.559570
	Iteration 20F: 3 clusters Score -1.395881e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -13958840.000000 Penalty: 5581.559570
	Iteration 21Q: 3 clusters Score -1.395884e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -13958946.000000 Penalty: 5581.559570
	Iteration 22Q: 3 clusters Score -1.395895e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -13959051.000000 Penalty: 5581.559570
	Iteration 23Q: 3 clusters Score -1.395905e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -13959171.000000 Penalty: 5581.559570
	Iteration 24Q: 3 clusters Score -1.395917e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -13959332.000000 Penalty: 5581.559570
	Iteration 25Q: 3 clusters Score -1.395933e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -13959448.000000 Penalty: 5581.559570
	Iteration 26Q: 3 clusters Score -1.395945e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -13959585.000000 Penalty: 5581.559570
	Iteration 27Q: 3 clusters Score -1.395958e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -13959738.000000 Penalty: 5581.559570
	Iteration 28Q: 3 clusters Score -1.395974e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -13959809.000000 Penalty: 5581.559570
	Iteration 29Q: 3 clusters Score -1.395981e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -13959824.000000 Penalty: 5581.559570
	Iteration 30Q: 3 clusters Score -1.395982e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -13959942.000000 Penalty: 5581.559570
	Iteration 31Q: 3 clusters Score -1.395994e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -13960028.000000 Penalty: 5581.559570
	Iteration 32Q: 3 clusters Score -1.396003e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -13960117.000000 Penalty: 5581.559570
	Iteration 33Q: 3 clusters Score -1.396012e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -13960120.000000 Penalty: 5581.559570
	Iteration 34Q: 3 clusters Score -1.396012e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -13960143.000000 Penalty: 5581.559570
	Iteration 35Q: 3 clusters Score -1.396014e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -13960266.000000 Penalty: 5581.559570
	Iteration 36Q: 3 clusters Score -1.396027e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -13960322.000000 Penalty: 5581.559570
	Iteration 37Q: 3 clusters Score -1.396032e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -13960400.000000 Penalty: 5581.559570
	Iteration 38Q: 3 clusters Score -1.39604e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -13960484.000000 Penalty: 5581.559570
	Iteration 39Q: 3 clusters Score -1.396048e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -13960466.000000 Penalty: 5581.559570
	Iteration 40F: 3 clusters Score -1.396047e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -13960461.000000 Penalty: 5581.559570
	Iteration 41Q: 3 clusters Score -1.396046e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -13960490.000000 Penalty: 5581.559570
	Iteration 42Q: 3 clusters Score -1.396049e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -13960536.000000 Penalty: 5581.559570
	Iteration 43Q: 3 clusters Score -1.396054e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -13960583.000000 Penalty: 5581.559570
	Iteration 44Q: 3 clusters Score -1.396058e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -13960651.000000 Penalty: 5581.559570
	Iteration 45Q: 3 clusters Score -1.396065e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -13960654.000000 Penalty: 5581.559570
	Iteration 46Q: 3 clusters Score -1.396065e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -13960631.000000 Penalty: 5581.559570
	Iteration 47Q: 3 clusters Score -1.396063e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -13960643.000000 Penalty: 5581.559570
	Iteration 48Q: 3 clusters Score -1.396064e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -13960646.000000 Penalty: 5581.559570
	Iteration 49Q: 3 clusters Score -1.396065e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -13960690.000000 Penalty: 5581.559570
	Iteration 50Q: 3 clusters Score -1.396069e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -13960678.000000 Penalty: 5581.559570
	Iteration 51Q: 3 clusters Score -1.396068e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -13960698.000000 Penalty: 5581.559570
	Iteration 52Q: 3 clusters Score -1.39607e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -13960682.000000 Penalty: 5581.559570
	Iteration 53Q: 3 clusters Score -1.396068e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -13960720.000000 Penalty: 5581.559570
	Iteration 54Q: 3 clusters Score -1.396072e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -13960732.000000 Penalty: 5581.559570
	Iteration 55Q: 3 clusters Score -1.396073e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -13960721.000000 Penalty: 5581.559570
	Iteration 56Q: 3 clusters Score -1.396072e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -13960764.000000 Penalty: 5581.559570
	Iteration 57Q: 3 clusters Score -1.396076e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -13960789.000000 Penalty: 5581.559570
	Iteration 58Q: 3 clusters Score -1.396079e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -13960812.000000 Penalty: 5581.559570
	Iteration 59Q: 3 clusters Score -1.396081e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -13960825.000000 Penalty: 5581.559570
	Iteration 60F: 3 clusters Score -1.396082e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -13960823.000000 Penalty: 5581.559570
	Iteration 61Q: 3 clusters Score -1.396082e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -13960799.000000 Penalty: 5581.559570
	Iteration 62Q: 3 clusters Score -1.39608e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -13960796.000000 Penalty: 5581.559570
	Iteration 63Q: 3 clusters Score -1.39608e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -13960809.000000 Penalty: 5581.559570
	Iteration 64Q: 3 clusters Score -1.396081e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -13960824.000000 Penalty: 5581.559570
	Iteration 65Q: 3 clusters Score -1.396082e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -13960859.000000 Penalty: 5581.559570
	Iteration 66Q: 3 clusters Score -1.396086e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -13960860.000000 Penalty: 5581.559570
	Iteration 67Q: 3 clusters Score -1.396086e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -13960860.000000 Penalty: 5581.559570
	Iteration 68Q: 3 clusters Score -1.396086e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -13960887.000000 Penalty: 5581.559570
	Iteration 69Q: 3 clusters Score -1.396089e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -13960927.000000 Penalty: 5581.559570
	Iteration 70Q: 3 clusters Score -1.396093e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -13960899.000000 Penalty: 5581.559570
	Iteration 71Q: 3 clusters Score -1.39609e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -13960901.000000 Penalty: 5581.559570
	Iteration 72Q: 3 clusters Score -1.39609e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -13960902.000000 Penalty: 5581.559570
	Iteration 73Q: 3 clusters Score -1.39609e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -13960912.000000 Penalty: 5581.559570
	Iteration 74Q: 3 clusters Score -1.396091e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -13960901.000000 Penalty: 5581.559570
	Iteration 75Q: 3 clusters Score -1.39609e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -13960875.000000 Penalty: 5581.559570
	Iteration 76Q: 3 clusters Score -1.396088e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -13960890.000000 Penalty: 5581.559570
	Iteration 77Q: 3 clusters Score -1.396089e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -13960883.000000 Penalty: 5581.559570
	Iteration 78Q: 3 clusters Score -1.396088e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -13960902.000000 Penalty: 5581.559570
	Iteration 79Q: 3 clusters Score -1.39609e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -13960934.000000 Penalty: 5581.559570
	Iteration 80F: 3 clusters Score -1.396093e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -13960903.000000 Penalty: 5581.559570
	Iteration 81Q: 3 clusters Score -1.39609e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -13960924.000000 Penalty: 5581.559570
	Iteration 82Q: 3 clusters Score -1.396092e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -13960914.000000 Penalty: 5581.559570
	Iteration 83Q: 3 clusters Score -1.396091e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -13960915.000000 Penalty: 5581.559570
	Iteration 84Q: 3 clusters Score -1.396092e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -13960938.000000 Penalty: 5581.559570
	Iteration 85Q: 3 clusters Score -1.396094e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -13960949.000000 Penalty: 5581.559570
	Iteration 86Q: 3 clusters Score -1.396095e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -13960943.000000 Penalty: 5581.559570
	Iteration 87Q: 3 clusters Score -1.396094e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -13960943.000000 Penalty: 5581.559570
	Iteration 88Q: 3 clusters Score -1.396094e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -13960937.000000 Penalty: 5581.559570
	Iteration 89Q: 3 clusters Score -1.396094e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -13960930.000000 Penalty: 5581.559570
	Iteration 90Q: 3 clusters Score -1.396093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -13960930.000000 Penalty: 5581.559570
	Iteration 91Q: 3 clusters Score -1.396093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -13960932.000000 Penalty: 5581.559570
	Iteration 92Q: 3 clusters Score -1.396093e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -13960943.000000 Penalty: 5581.559570
	Iteration 93Q: 3 clusters Score -1.396094e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -13960945.000000 Penalty: 5581.559570
	Iteration 94Q: 3 clusters Score -1.396094e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -13960944.000000 Penalty: 5581.559570
	Iteration 95Q: 3 clusters Score -1.396094e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -13960959.000000 Penalty: 5581.559570
	Iteration 96Q: 3 clusters Score -1.396096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -13960977.000000 Penalty: 5581.559570
	Iteration 97Q: 3 clusters Score -1.396098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -13960964.000000 Penalty: 5581.559570
	Iteration 98Q: 3 clusters Score -1.396096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -13960964.000000 Penalty: 5581.559570
	Iteration 99Q: 3 clusters Score -1.396096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -13960963.000000 Penalty: 5581.559570
	Iteration 100F: 3 clusters Score -1.396096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -13960987.000000 Penalty: 5581.559570
	Iteration 101Q: 3 clusters Score -1.396099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -13960983.000000 Penalty: 5581.559570
	Iteration 102Q: 3 clusters Score -1.396098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -13960960.000000 Penalty: 5581.559570
	Iteration 103Q: 3 clusters Score -1.396096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -13960965.000000 Penalty: 5581.559570
	Iteration 104Q: 3 clusters Score -1.396096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -13960961.000000 Penalty: 5581.559570
	Iteration 105Q: 3 clusters Score -1.396096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -13960966.000000 Penalty: 5581.559570
	Iteration 106Q: 3 clusters Score -1.396097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -13960960.000000 Penalty: 5581.559570
	Iteration 107Q: 3 clusters Score -1.396096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -13960955.000000 Penalty: 5581.559570
	Iteration 108Q: 3 clusters Score -1.396096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13960953.000000 Penalty: 5581.559570
	Iteration 109Q: 3 clusters Score -1.396095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -13960955.000000 Penalty: 5581.559570
	Iteration 110Q: 3 clusters Score -1.396096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13960956.000000 Penalty: 5581.559570
	Iteration 111Q: 3 clusters Score -1.396096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -13960953.000000 Penalty: 5581.559570
	Iteration 112Q: 3 clusters Score -1.396095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -13960962.000000 Penalty: 5581.559570
	Iteration 113Q: 3 clusters Score -1.396096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -13960966.000000 Penalty: 5581.559570
	Iteration 114Q: 3 clusters Score -1.396097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -13960964.000000 Penalty: 5581.559570
	Iteration 115Q: 3 clusters Score -1.396096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -13960962.000000 Penalty: 5581.559570
	Iteration 116Q: 3 clusters Score -1.396096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -13960959.000000 Penalty: 5581.559570
	Iteration 117Q: 3 clusters Score -1.396096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -13960958.000000 Penalty: 5581.559570
	Iteration 118Q: 3 clusters Score -1.396096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -13960951.000000 Penalty: 5581.559570
	Iteration 119Q: 3 clusters Score -1.396095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -13960949.000000 Penalty: 5581.559570
	Iteration 120F: 3 clusters Score -1.396095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -13960949.000000 Penalty: 5581.559570
	Iteration 121Q: 3 clusters Score -1.396095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -13960954.000000 Penalty: 5581.559570
	Iteration 122Q: 3 clusters Score -1.396095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -13960941.000000 Penalty: 5581.559570
	Iteration 123Q: 3 clusters Score -1.396094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -13960950.000000 Penalty: 5581.559570
	Iteration 124Q: 3 clusters Score -1.396095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13960946.000000 Penalty: 5581.559570
	Iteration 125Q: 3 clusters Score -1.396095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13960941.000000 Penalty: 5581.559570
	Iteration 126Q: 3 clusters Score -1.396094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -13960936.000000 Penalty: 5581.559570
	Iteration 127Q: 3 clusters Score -1.396094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13960943.000000 Penalty: 5581.559570
	Iteration 128Q: 3 clusters Score -1.396094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13960950.000000 Penalty: 5581.559570
	Iteration 129Q: 3 clusters Score -1.396095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -13960947.000000 Penalty: 5581.559570
	Iteration 130Q: 3 clusters Score -1.396095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -13960961.000000 Penalty: 5581.559570
	Iteration 131Q: 3 clusters Score -1.396096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -13960957.000000 Penalty: 5581.559570
	Iteration 132Q: 3 clusters Score -1.396096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -13960959.000000 Penalty: 5581.559570
	Iteration 133Q: 3 clusters Score -1.396096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -13960953.000000 Penalty: 5581.559570
	Iteration 134Q: 3 clusters Score -1.396095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -13960951.000000 Penalty: 5581.559570
	Iteration 135Q: 3 clusters Score -1.396095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -13960951.000000 Penalty: 5581.559570
	Iteration 136F: 3 clusters Score -1.396095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 69104 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 65676 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Entering Unmasked Estep 
Score: -196092160.000000 Penalty: 86369.703125
Splitting cluster 8 changes total score from -196027600.000000 to -196092160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (69104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Entering Unmasked Estep 
Score: -12164228.000000 Penalty: 2763.555176
	Iteration 0F: 2 clusters Score -1.216423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -12131761.000000 Penalty: 5527.110352
	Iteration 0F: 3 clusters Score -1.213176e+07 nChanged 32192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -12150041.000000 Penalty: 5527.110352
	Iteration 1F: 3 clusters Score -1.215004e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -12151658.000000 Penalty: 5527.110352
	Iteration 2F: 3 clusters Score -1.215166e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -12154038.000000 Penalty: 5527.110352
	Iteration 3F: 3 clusters Score -1.215404e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -12157188.000000 Penalty: 5527.110352
	Iteration 4F: 3 clusters Score -1.215719e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -12160845.000000 Penalty: 5527.110352
	Iteration 5F: 3 clusters Score -1.216084e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -12164870.000000 Penalty: 5527.110352
	Iteration 6F: 3 clusters Score -1.216487e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -12168548.000000 Penalty: 5527.110352
	Iteration 7F: 3 clusters Score -1.216855e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -12171793.000000 Penalty: 5527.110352
	Iteration 8F: 3 clusters Score -1.217179e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -12174392.000000 Penalty: 5527.110352
	Iteration 9Q: 3 clusters Score -1.217439e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -12175908.000000 Penalty: 5527.110352
	Iteration 10Q: 3 clusters Score -1.217591e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -12176691.000000 Penalty: 5527.110352
	Iteration 11Q: 3 clusters Score -1.217669e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -12177036.000000 Penalty: 5527.110352
	Iteration 12Q: 3 clusters Score -1.217704e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -12177204.000000 Penalty: 5527.110352
	Iteration 13Q: 3 clusters Score -1.21772e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -12177384.000000 Penalty: 5527.110352
	Iteration 14Q: 3 clusters Score -1.217738e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -12177519.000000 Penalty: 5527.110352
	Iteration 15Q: 3 clusters Score -1.217752e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -12177561.000000 Penalty: 5527.110352
	Iteration 16Q: 3 clusters Score -1.217756e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -12177652.000000 Penalty: 5527.110352
	Iteration 17Q: 3 clusters Score -1.217765e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -12177679.000000 Penalty: 5527.110352
	Iteration 18Q: 3 clusters Score -1.217768e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -12177684.000000 Penalty: 5527.110352
	Iteration 19Q: 3 clusters Score -1.217768e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -12177725.000000 Penalty: 5527.110352
	Iteration 20F: 3 clusters Score -1.217772e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -12177778.000000 Penalty: 5527.110352
	Iteration 21Q: 3 clusters Score -1.217778e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -12177763.000000 Penalty: 5527.110352
	Iteration 22Q: 3 clusters Score -1.217776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -12177767.000000 Penalty: 5527.110352
	Iteration 23Q: 3 clusters Score -1.217777e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -12177787.000000 Penalty: 5527.110352
	Iteration 24Q: 3 clusters Score -1.217779e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -12177770.000000 Penalty: 5527.110352
	Iteration 25Q: 3 clusters Score -1.217777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -12177803.000000 Penalty: 5527.110352
	Iteration 26Q: 3 clusters Score -1.21778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -12177808.000000 Penalty: 5527.110352
	Iteration 27Q: 3 clusters Score -1.217781e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -12177776.000000 Penalty: 5527.110352
	Iteration 28Q: 3 clusters Score -1.217778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -12177791.000000 Penalty: 5527.110352
	Iteration 29Q: 3 clusters Score -1.217779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -12177816.000000 Penalty: 5527.110352
	Iteration 30Q: 3 clusters Score -1.217782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -12177821.000000 Penalty: 5527.110352
	Iteration 31Q: 3 clusters Score -1.217782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -12177839.000000 Penalty: 5527.110352
	Iteration 32Q: 3 clusters Score -1.217784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -12177846.000000 Penalty: 5527.110352
	Iteration 33Q: 3 clusters Score -1.217785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -12177860.000000 Penalty: 5527.110352
	Iteration 34Q: 3 clusters Score -1.217786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -12177865.000000 Penalty: 5527.110352
	Iteration 35Q: 3 clusters Score -1.217786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -12177855.000000 Penalty: 5527.110352
	Iteration 36Q: 3 clusters Score -1.217786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -12177853.000000 Penalty: 5527.110352
	Iteration 37Q: 3 clusters Score -1.217785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -12177864.000000 Penalty: 5527.110352
	Iteration 38Q: 3 clusters Score -1.217786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -12177884.000000 Penalty: 5527.110352
	Iteration 39Q: 3 clusters Score -1.217788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -12177891.000000 Penalty: 5527.110352
	Iteration 40F: 3 clusters Score -1.217789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -12177898.000000 Penalty: 5527.110352
	Iteration 41Q: 3 clusters Score -1.21779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -12177889.000000 Penalty: 5527.110352
	Iteration 42Q: 3 clusters Score -1.217789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -12177903.000000 Penalty: 5527.110352
	Iteration 43Q: 3 clusters Score -1.21779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -12177885.000000 Penalty: 5527.110352
	Iteration 44Q: 3 clusters Score -1.217788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -12177883.000000 Penalty: 5527.110352
	Iteration 45Q: 3 clusters Score -1.217788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -12177896.000000 Penalty: 5527.110352
	Iteration 46Q: 3 clusters Score -1.21779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -12177901.000000 Penalty: 5527.110352
	Iteration 47Q: 3 clusters Score -1.21779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -12177893.000000 Penalty: 5527.110352
	Iteration 48Q: 3 clusters Score -1.217789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -12177897.000000 Penalty: 5527.110352
	Iteration 49Q: 3 clusters Score -1.21779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -12177897.000000 Penalty: 5527.110352
	Iteration 50F: 3 clusters Score -1.21779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 65676 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Entering Unmasked Estep 
Score: -196100256.000000 Penalty: 89824.492188
Splitting cluster 9 changes total score from -196027600.000000 to -196100256.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (65723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Entering Unmasked Estep 
Score: -11661332.000000 Penalty: 2751.114746
	Iteration 0F: 2 clusters Score -1.166133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -11629684.000000 Penalty: 5502.229492
	Iteration 0F: 3 clusters Score -1.162968e+07 nChanged 30457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -11646880.000000 Penalty: 5502.229492
	Iteration 1F: 3 clusters Score -1.164688e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -11647766.000000 Penalty: 5502.229492
	Iteration 2Q: 3 clusters Score -1.164777e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -11649163.000000 Penalty: 5502.229492
	Iteration 3F: 3 clusters Score -1.164916e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -11651317.000000 Penalty: 5502.229492
	Iteration 4F: 3 clusters Score -1.165132e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -11653784.000000 Penalty: 5502.229492
	Iteration 5F: 3 clusters Score -1.165378e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -11655786.000000 Penalty: 5502.229492
	Iteration 6F: 3 clusters Score -1.165579e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -11657152.000000 Penalty: 5502.229492
	Iteration 7F: 3 clusters Score -1.165715e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -11658334.000000 Penalty: 5502.229492
	Iteration 8F: 3 clusters Score -1.165833e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -11659028.000000 Penalty: 5502.229492
	Iteration 9Q: 3 clusters Score -1.165903e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -11659480.000000 Penalty: 5502.229492
	Iteration 10Q: 3 clusters Score -1.165948e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -11659771.000000 Penalty: 5502.229492
	Iteration 11Q: 3 clusters Score -1.165977e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -11660016.000000 Penalty: 5502.229492
	Iteration 12Q: 3 clusters Score -1.166002e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11660137.000000 Penalty: 5502.229492
	Iteration 13Q: 3 clusters Score -1.166014e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11660179.000000 Penalty: 5502.229492
	Iteration 14Q: 3 clusters Score -1.166018e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -11660208.000000 Penalty: 5502.229492
	Iteration 15Q: 3 clusters Score -1.166021e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11660245.000000 Penalty: 5502.229492
	Iteration 16Q: 3 clusters Score -1.166024e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -11660249.000000 Penalty: 5502.229492
	Iteration 17Q: 3 clusters Score -1.166025e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11660271.000000 Penalty: 5502.229492
	Iteration 18Q: 3 clusters Score -1.166027e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11660257.000000 Penalty: 5502.229492
	Iteration 19Q: 3 clusters Score -1.166026e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11660270.000000 Penalty: 5502.229492
	Iteration 20F: 3 clusters Score -1.166027e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11660225.000000 Penalty: 5502.229492
	Iteration 21Q: 3 clusters Score -1.166022e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -11660244.000000 Penalty: 5502.229492
	Iteration 22Q: 3 clusters Score -1.166024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11660253.000000 Penalty: 5502.229492
	Iteration 23Q: 3 clusters Score -1.166025e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11660269.000000 Penalty: 5502.229492
	Iteration 24Q: 3 clusters Score -1.166027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11660254.000000 Penalty: 5502.229492
	Iteration 25Q: 3 clusters Score -1.166025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11660254.000000 Penalty: 5502.229492
	Iteration 26Q: 3 clusters Score -1.166025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -11660259.000000 Penalty: 5502.229492
	Iteration 27Q: 3 clusters Score -1.166026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -11660271.000000 Penalty: 5502.229492
	Iteration 28Q: 3 clusters Score -1.166027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11660282.000000 Penalty: 5502.229492
	Iteration 29Q: 3 clusters Score -1.166028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11660297.000000 Penalty: 5502.229492
	Iteration 30Q: 3 clusters Score -1.16603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -11660288.000000 Penalty: 5502.229492
	Iteration 31Q: 3 clusters Score -1.166029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11660289.000000 Penalty: 5502.229492
	Iteration 32Q: 3 clusters Score -1.166029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11660290.000000 Penalty: 5502.229492
	Iteration 33Q: 3 clusters Score -1.166029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -11660291.000000 Penalty: 5502.229492
	Iteration 34Q: 3 clusters Score -1.166029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11660286.000000 Penalty: 5502.229492
	Iteration 35Q: 3 clusters Score -1.166029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11660291.000000 Penalty: 5502.229492
	Iteration 36Q: 3 clusters Score -1.166029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11660287.000000 Penalty: 5502.229492
	Iteration 37Q: 3 clusters Score -1.166029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11660296.000000 Penalty: 5502.229492
	Iteration 38Q: 3 clusters Score -1.16603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11660293.000000 Penalty: 5502.229492
	Iteration 39Q: 3 clusters Score -1.166029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11660283.000000 Penalty: 5502.229492
	Iteration 40F: 3 clusters Score -1.166028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11660278.000000 Penalty: 5502.229492
	Iteration 41Q: 3 clusters Score -1.166028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11660265.000000 Penalty: 5502.229492
	Iteration 42Q: 3 clusters Score -1.166026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11660257.000000 Penalty: 5502.229492
	Iteration 43Q: 3 clusters Score -1.166026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11660263.000000 Penalty: 5502.229492
	Iteration 44Q: 3 clusters Score -1.166026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11660260.000000 Penalty: 5502.229492
	Iteration 45Q: 3 clusters Score -1.166026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11660260.000000 Penalty: 5502.229492
	Iteration 46Q: 3 clusters Score -1.166026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11660257.000000 Penalty: 5502.229492
	Iteration 47Q: 3 clusters Score -1.166026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11660257.000000 Penalty: 5502.229492
	Iteration 48F: 3 clusters Score -1.166026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Entering Unmasked Estep 
Score: -11706193.000000 Penalty: 2750.937256
	Iteration 0F: 2 clusters Score -1.170619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -11670093.000000 Penalty: 5501.874512
	Iteration 0F: 3 clusters Score -1.167009e+07 nChanged 30646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -11687787.000000 Penalty: 5501.874512
	Iteration 1F: 3 clusters Score -1.168779e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -11690957.000000 Penalty: 5501.874512
	Iteration 2F: 3 clusters Score -1.169096e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -11696945.000000 Penalty: 5501.874512
	Iteration 3F: 3 clusters Score -1.169694e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -11703678.000000 Penalty: 5501.874512
	Iteration 4F: 3 clusters Score -1.170368e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -11708325.000000 Penalty: 5501.874512
	Iteration 5F: 3 clusters Score -1.170832e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -11711030.000000 Penalty: 5501.874512
	Iteration 6F: 3 clusters Score -1.171103e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -11712543.000000 Penalty: 5501.874512
	Iteration 7Q: 3 clusters Score -1.171254e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -11713471.000000 Penalty: 5501.874512
	Iteration 8Q: 3 clusters Score -1.171347e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -11713802.000000 Penalty: 5501.874512
	Iteration 9Q: 3 clusters Score -1.17138e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -11713912.000000 Penalty: 5501.874512
	Iteration 10Q: 3 clusters Score -1.171391e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -11713925.000000 Penalty: 5501.874512
	Iteration 11Q: 3 clusters Score -1.171392e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -11713930.000000 Penalty: 5501.874512
	Iteration 12Q: 3 clusters Score -1.171393e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -11713907.000000 Penalty: 5501.874512
	Iteration 13Q: 3 clusters Score -1.171391e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -11713908.000000 Penalty: 5501.874512
	Iteration 14Q: 3 clusters Score -1.171391e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -11713863.000000 Penalty: 5501.874512
	Iteration 15Q: 3 clusters Score -1.171386e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -11713861.000000 Penalty: 5501.874512
	Iteration 16Q: 3 clusters Score -1.171386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -11713866.000000 Penalty: 5501.874512
	Iteration 17Q: 3 clusters Score -1.171387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -11713864.000000 Penalty: 5501.874512
	Iteration 18Q: 3 clusters Score -1.171386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -11713871.000000 Penalty: 5501.874512
	Iteration 19Q: 3 clusters Score -1.171387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -11713872.000000 Penalty: 5501.874512
	Iteration 20F: 3 clusters Score -1.171387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -11713881.000000 Penalty: 5501.874512
	Iteration 21Q: 3 clusters Score -1.171388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -11713881.000000 Penalty: 5501.874512
	Iteration 22Q: 3 clusters Score -1.171388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -11713881.000000 Penalty: 5501.874512
	Iteration 23F: 3 clusters Score -1.171388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 76867 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Entering Unmasked Estep 
Score: -196105792.000000 Penalty: 93279.281250
Splitting cluster 11 changes total score from -196027600.000000 to -196105792.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (76867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Entering Unmasked Estep 
Score: -13642208.000000 Penalty: 2789.958496
	Iteration 0F: 2 clusters Score -1.364221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -13613040.000000 Penalty: 5579.916992
	Iteration 0F: 3 clusters Score -1.361304e+07 nChanged 36128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -13633465.000000 Penalty: 5579.916992
	Iteration 1F: 3 clusters Score -1.363346e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -13634431.000000 Penalty: 5579.916992
	Iteration 2Q: 3 clusters Score -1.363443e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -13635486.000000 Penalty: 5579.916992
	Iteration 3Q: 3 clusters Score -1.363549e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -13636834.000000 Penalty: 5579.916992
	Iteration 4F: 3 clusters Score -1.363683e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -13638182.000000 Penalty: 5579.916992
	Iteration 5F: 3 clusters Score -1.363818e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -13639276.000000 Penalty: 5579.916992
	Iteration 6F: 3 clusters Score -1.363928e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -13640430.000000 Penalty: 5579.916992
	Iteration 7F: 3 clusters Score -1.364043e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -13641469.000000 Penalty: 5579.916992
	Iteration 8F: 3 clusters Score -1.364147e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -13642511.000000 Penalty: 5579.916992
	Iteration 9Q: 3 clusters Score -1.364251e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -13643912.000000 Penalty: 5579.916992
	Iteration 10Q: 3 clusters Score -1.364391e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -13645518.000000 Penalty: 5579.916992
	Iteration 11Q: 3 clusters Score -1.364552e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -13647478.000000 Penalty: 5579.916992
	Iteration 12Q: 3 clusters Score -1.364748e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -13649455.000000 Penalty: 5579.916992
	Iteration 13Q: 3 clusters Score -1.364946e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -13651441.000000 Penalty: 5579.916992
	Iteration 14Q: 3 clusters Score -1.365144e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -13653594.000000 Penalty: 5579.916992
	Iteration 15Q: 3 clusters Score -1.365359e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -13655658.000000 Penalty: 5579.916992
	Iteration 16Q: 3 clusters Score -1.365566e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -13657819.000000 Penalty: 5579.916992
	Iteration 17Q: 3 clusters Score -1.365782e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -13660181.000000 Penalty: 5579.916992
	Iteration 18Q: 3 clusters Score -1.366018e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -13662714.000000 Penalty: 5579.916992
	Iteration 19Q: 3 clusters Score -1.366271e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -13665160.000000 Penalty: 5579.916992
	Iteration 20F: 3 clusters Score -1.366516e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -13667555.000000 Penalty: 5579.916992
	Iteration 21Q: 3 clusters Score -1.366756e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -13669228.000000 Penalty: 5579.916992
	Iteration 22Q: 3 clusters Score -1.366923e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -13670119.000000 Penalty: 5579.916992
	Iteration 23Q: 3 clusters Score -1.367012e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -13670518.000000 Penalty: 5579.916992
	Iteration 24Q: 3 clusters Score -1.367052e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -13670680.000000 Penalty: 5579.916992
	Iteration 25Q: 3 clusters Score -1.367068e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -13670802.000000 Penalty: 5579.916992
	Iteration 26Q: 3 clusters Score -1.36708e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -13670860.000000 Penalty: 5579.916992
	Iteration 27Q: 3 clusters Score -1.367086e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -13670931.000000 Penalty: 5579.916992
	Iteration 28Q: 3 clusters Score -1.367093e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -13670917.000000 Penalty: 5579.916992
	Iteration 29Q: 3 clusters Score -1.367092e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -13670915.000000 Penalty: 5579.916992
	Iteration 30Q: 3 clusters Score -1.367092e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -13670937.000000 Penalty: 5579.916992
	Iteration 31Q: 3 clusters Score -1.367094e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -13670964.000000 Penalty: 5579.916992
	Iteration 32Q: 3 clusters Score -1.367096e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -13670982.000000 Penalty: 5579.916992
	Iteration 33Q: 3 clusters Score -1.367098e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -13670993.000000 Penalty: 5579.916992
	Iteration 34Q: 3 clusters Score -1.367099e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -13670998.000000 Penalty: 5579.916992
	Iteration 35Q: 3 clusters Score -1.3671e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -13671012.000000 Penalty: 5579.916992
	Iteration 36Q: 3 clusters Score -1.367101e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -13671010.000000 Penalty: 5579.916992
	Iteration 37Q: 3 clusters Score -1.367101e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -13671029.000000 Penalty: 5579.916992
	Iteration 38Q: 3 clusters Score -1.367103e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -13671031.000000 Penalty: 5579.916992
	Iteration 39Q: 3 clusters Score -1.367103e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -13671073.000000 Penalty: 5579.916992
	Iteration 40F: 3 clusters Score -1.367107e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -13671088.000000 Penalty: 5579.916992
	Iteration 41Q: 3 clusters Score -1.367109e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -13671098.000000 Penalty: 5579.916992
	Iteration 42Q: 3 clusters Score -1.36711e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -13671115.000000 Penalty: 5579.916992
	Iteration 43Q: 3 clusters Score -1.367112e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -13671088.000000 Penalty: 5579.916992
	Iteration 44Q: 3 clusters Score -1.367109e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -13671064.000000 Penalty: 5579.916992
	Iteration 45Q: 3 clusters Score -1.367106e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -13671085.000000 Penalty: 5579.916992
	Iteration 46Q: 3 clusters Score -1.367108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -13671102.000000 Penalty: 5579.916992
	Iteration 47Q: 3 clusters Score -1.36711e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -13671070.000000 Penalty: 5579.916992
	Iteration 48Q: 3 clusters Score -1.367107e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -13671082.000000 Penalty: 5579.916992
	Iteration 49Q: 3 clusters Score -1.367108e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -13671074.000000 Penalty: 5579.916992
	Iteration 50Q: 3 clusters Score -1.367107e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -13671065.000000 Penalty: 5579.916992
	Iteration 51Q: 3 clusters Score -1.367106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -13671054.000000 Penalty: 5579.916992
	Iteration 52Q: 3 clusters Score -1.367105e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -13671032.000000 Penalty: 5579.916992
	Iteration 53Q: 3 clusters Score -1.367103e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -13671036.000000 Penalty: 5579.916992
	Iteration 54Q: 3 clusters Score -1.367104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -13671046.000000 Penalty: 5579.916992
	Iteration 55Q: 3 clusters Score -1.367105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -13671054.000000 Penalty: 5579.916992
	Iteration 56Q: 3 clusters Score -1.367105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -13671072.000000 Penalty: 5579.916992
	Iteration 57Q: 3 clusters Score -1.367107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -13671048.000000 Penalty: 5579.916992
	Iteration 58Q: 3 clusters Score -1.367105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -13671049.000000 Penalty: 5579.916992
	Iteration 59Q: 3 clusters Score -1.367105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -13671029.000000 Penalty: 5579.916992
	Iteration 60F: 3 clusters Score -1.367103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -13671019.000000 Penalty: 5579.916992
	Iteration 61Q: 3 clusters Score -1.367102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -13671023.000000 Penalty: 5579.916992
	Iteration 62Q: 3 clusters Score -1.367102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -13671016.000000 Penalty: 5579.916992
	Iteration 63Q: 3 clusters Score -1.367102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -13671014.000000 Penalty: 5579.916992
	Iteration 64Q: 3 clusters Score -1.367101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -13671018.000000 Penalty: 5579.916992
	Iteration 65Q: 3 clusters Score -1.367102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -13671017.000000 Penalty: 5579.916992
	Iteration 66Q: 3 clusters Score -1.367102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -13671021.000000 Penalty: 5579.916992
	Iteration 67Q: 3 clusters Score -1.367102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -13671013.000000 Penalty: 5579.916992
	Iteration 68Q: 3 clusters Score -1.367101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -13671009.000000 Penalty: 5579.916992
	Iteration 69Q: 3 clusters Score -1.367101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -13671004.000000 Penalty: 5579.916992
	Iteration 70Q: 3 clusters Score -1.3671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -13671005.000000 Penalty: 5579.916992
	Iteration 71Q: 3 clusters Score -1.3671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -13671008.000000 Penalty: 5579.916992
	Iteration 72Q: 3 clusters Score -1.367101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -13671010.000000 Penalty: 5579.916992
	Iteration 73Q: 3 clusters Score -1.367101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -13671010.000000 Penalty: 5579.916992
	Iteration 74Q: 3 clusters Score -1.367101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -13671006.000000 Penalty: 5579.916992
	Iteration 75Q: 3 clusters Score -1.367101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -13671003.000000 Penalty: 5579.916992
	Iteration 76Q: 3 clusters Score -1.3671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -13671003.000000 Penalty: 5579.916992
	Iteration 77F: 3 clusters Score -1.3671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 102704 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Entering Unmasked Estep 
Score: -196129728.000000 Penalty: 96734.070312
Splitting cluster 12 changes total score from -196027600.000000 to -196129728.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (102704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Entering Unmasked Estep 
Score: -18295792.000000 Penalty: 2861.822266
	Iteration 0F: 2 clusters Score -1.829579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -18303874.000000 Penalty: 5723.644531
	Iteration 0F: 3 clusters Score -1.830387e+07 nChanged 48691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -18331860.000000 Penalty: 5723.644531
	Iteration 1F: 3 clusters Score -1.833186e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -18332692.000000 Penalty: 5723.644531
	Iteration 2Q: 3 clusters Score -1.833269e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -18333838.000000 Penalty: 5723.644531
	Iteration 3Q: 3 clusters Score -1.833384e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -18335046.000000 Penalty: 5723.644531
	Iteration 4Q: 3 clusters Score -1.833505e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -18336858.000000 Penalty: 5723.644531
	Iteration 5Q: 3 clusters Score -1.833686e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -18340086.000000 Penalty: 5723.644531
	Iteration 6F: 3 clusters Score -1.834009e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -18345098.000000 Penalty: 5723.644531
	Iteration 7F: 3 clusters Score -1.83451e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -18350380.000000 Penalty: 5723.644531
	Iteration 8F: 3 clusters Score -1.835038e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -18353544.000000 Penalty: 5723.644531
	Iteration 9F: 3 clusters Score -1.835354e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -18354692.000000 Penalty: 5723.644531
	Iteration 10Q: 3 clusters Score -1.835469e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -18355128.000000 Penalty: 5723.644531
	Iteration 11Q: 3 clusters Score -1.835513e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -18355614.000000 Penalty: 5723.644531
	Iteration 12Q: 3 clusters Score -1.835561e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -18356076.000000 Penalty: 5723.644531
	Iteration 13Q: 3 clusters Score -1.835608e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -18356428.000000 Penalty: 5723.644531
	Iteration 14Q: 3 clusters Score -1.835643e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -18356868.000000 Penalty: 5723.644531
	Iteration 15Q: 3 clusters Score -1.835687e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -18357296.000000 Penalty: 5723.644531
	Iteration 16Q: 3 clusters Score -1.83573e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -18357778.000000 Penalty: 5723.644531
	Iteration 17Q: 3 clusters Score -1.835778e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -18358068.000000 Penalty: 5723.644531
	Iteration 18Q: 3 clusters Score -1.835807e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -18358414.000000 Penalty: 5723.644531
	Iteration 19Q: 3 clusters Score -1.835841e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -18358722.000000 Penalty: 5723.644531
	Iteration 20F: 3 clusters Score -1.835872e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -18358950.000000 Penalty: 5723.644531
	Iteration 21Q: 3 clusters Score -1.835895e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -18359360.000000 Penalty: 5723.644531
	Iteration 22Q: 3 clusters Score -1.835936e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -18359732.000000 Penalty: 5723.644531
	Iteration 23Q: 3 clusters Score -1.835973e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -18360002.000000 Penalty: 5723.644531
	Iteration 24Q: 3 clusters Score -1.836e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -18360156.000000 Penalty: 5723.644531
	Iteration 25Q: 3 clusters Score -1.836016e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -18360352.000000 Penalty: 5723.644531
	Iteration 26Q: 3 clusters Score -1.836035e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -18360566.000000 Penalty: 5723.644531
	Iteration 27Q: 3 clusters Score -1.836057e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -18360674.000000 Penalty: 5723.644531
	Iteration 28Q: 3 clusters Score -1.836067e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -18360748.000000 Penalty: 5723.644531
	Iteration 29Q: 3 clusters Score -1.836075e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -18360886.000000 Penalty: 5723.644531
	Iteration 30Q: 3 clusters Score -1.836089e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -18360892.000000 Penalty: 5723.644531
	Iteration 31Q: 3 clusters Score -1.836089e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -18360942.000000 Penalty: 5723.644531
	Iteration 32Q: 3 clusters Score -1.836094e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -18360928.000000 Penalty: 5723.644531
	Iteration 33Q: 3 clusters Score -1.836093e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -18360972.000000 Penalty: 5723.644531
	Iteration 34Q: 3 clusters Score -1.836097e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -18361000.000000 Penalty: 5723.644531
	Iteration 35Q: 3 clusters Score -1.8361e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -18361062.000000 Penalty: 5723.644531
	Iteration 36Q: 3 clusters Score -1.836106e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -18361096.000000 Penalty: 5723.644531
	Iteration 37Q: 3 clusters Score -1.83611e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -18361094.000000 Penalty: 5723.644531
	Iteration 38Q: 3 clusters Score -1.836109e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -18361076.000000 Penalty: 5723.644531
	Iteration 39Q: 3 clusters Score -1.836108e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -18361068.000000 Penalty: 5723.644531
	Iteration 40F: 3 clusters Score -1.836107e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -18361094.000000 Penalty: 5723.644531
	Iteration 41Q: 3 clusters Score -1.836109e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -18361110.000000 Penalty: 5723.644531
	Iteration 42Q: 3 clusters Score -1.836111e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -18361110.000000 Penalty: 5723.644531
	Iteration 43Q: 3 clusters Score -1.836111e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -18361134.000000 Penalty: 5723.644531
	Iteration 44Q: 3 clusters Score -1.836113e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -18361110.000000 Penalty: 5723.644531
	Iteration 45Q: 3 clusters Score -1.836111e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -18361116.000000 Penalty: 5723.644531
	Iteration 46Q: 3 clusters Score -1.836112e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -18361084.000000 Penalty: 5723.644531
	Iteration 47Q: 3 clusters Score -1.836108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -18361088.000000 Penalty: 5723.644531
	Iteration 48Q: 3 clusters Score -1.836109e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -18361066.000000 Penalty: 5723.644531
	Iteration 49Q: 3 clusters Score -1.836107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -18361052.000000 Penalty: 5723.644531
	Iteration 50Q: 3 clusters Score -1.836105e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -18361066.000000 Penalty: 5723.644531
	Iteration 51Q: 3 clusters Score -1.836107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -18361054.000000 Penalty: 5723.644531
	Iteration 52Q: 3 clusters Score -1.836105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -18361028.000000 Penalty: 5723.644531
	Iteration 53Q: 3 clusters Score -1.836103e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -18361022.000000 Penalty: 5723.644531
	Iteration 54Q: 3 clusters Score -1.836102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -18361056.000000 Penalty: 5723.644531
	Iteration 55Q: 3 clusters Score -1.836106e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -18361064.000000 Penalty: 5723.644531
	Iteration 56Q: 3 clusters Score -1.836106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -18361044.000000 Penalty: 5723.644531
	Iteration 57Q: 3 clusters Score -1.836104e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -18361064.000000 Penalty: 5723.644531
	Iteration 58Q: 3 clusters Score -1.836106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -18361062.000000 Penalty: 5723.644531
	Iteration 59Q: 3 clusters Score -1.836106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -18361046.000000 Penalty: 5723.644531
	Iteration 60F: 3 clusters Score -1.836105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -18361046.000000 Penalty: 5723.644531
	Iteration 61Q: 3 clusters Score -1.836105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -18361060.000000 Penalty: 5723.644531
	Iteration 62Q: 3 clusters Score -1.836106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -18361074.000000 Penalty: 5723.644531
	Iteration 63Q: 3 clusters Score -1.836107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -18361064.000000 Penalty: 5723.644531
	Iteration 64Q: 3 clusters Score -1.836106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -18361072.000000 Penalty: 5723.644531
	Iteration 65Q: 3 clusters Score -1.836107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -18361074.000000 Penalty: 5723.644531
	Iteration 66Q: 3 clusters Score -1.836107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -18361066.000000 Penalty: 5723.644531
	Iteration 67Q: 3 clusters Score -1.836107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -18361060.000000 Penalty: 5723.644531
	Iteration 68Q: 3 clusters Score -1.836106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -18361078.000000 Penalty: 5723.644531
	Iteration 69Q: 3 clusters Score -1.836108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -18361056.000000 Penalty: 5723.644531
	Iteration 70Q: 3 clusters Score -1.836106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -18361054.000000 Penalty: 5723.644531
	Iteration 71Q: 3 clusters Score -1.836105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -18361054.000000 Penalty: 5723.644531
	Iteration 72Q: 3 clusters Score -1.836105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -18361058.000000 Penalty: 5723.644531
	Iteration 73Q: 3 clusters Score -1.836106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -18361054.000000 Penalty: 5723.644531
	Iteration 74Q: 3 clusters Score -1.836105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -18361056.000000 Penalty: 5723.644531
	Iteration 75Q: 3 clusters Score -1.836106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -18361056.000000 Penalty: 5723.644531
	Iteration 76Q: 3 clusters Score -1.836106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -18361064.000000 Penalty: 5723.644531
	Iteration 77Q: 3 clusters Score -1.836106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -18361058.000000 Penalty: 5723.644531
	Iteration 78Q: 3 clusters Score -1.836106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -18361054.000000 Penalty: 5723.644531
	Iteration 79Q: 3 clusters Score -1.836105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -18361054.000000 Penalty: 5723.644531
	Iteration 80F: 3 clusters Score -1.836105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Entering Unmasked Estep 
Score: -196183008.000000 Penalty: 100188.859375
Splitting cluster 13 changes total score from -196027600.000000 to -196183008.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (87299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Entering Unmasked Estep 
Score: -15667000.000000 Penalty: 2821.519287
	Iteration 0F: 2 clusters Score -1.5667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -15658731.000000 Penalty: 5643.038574
	Iteration 0F: 3 clusters Score -1.565873e+07 nChanged 41034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -15681987.000000 Penalty: 5643.038574
	Iteration 1F: 3 clusters Score -1.568199e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -15682480.000000 Penalty: 5643.038574
	Iteration 2Q: 3 clusters Score -1.568248e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -15682829.000000 Penalty: 5643.038574
	Iteration 3Q: 3 clusters Score -1.568283e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -15683139.000000 Penalty: 5643.038574
	Iteration 4Q: 3 clusters Score -1.568314e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -15683635.000000 Penalty: 5643.038574
	Iteration 5F: 3 clusters Score -1.568364e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -15684787.000000 Penalty: 5643.038574
	Iteration 6F: 3 clusters Score -1.568479e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -15687380.000000 Penalty: 5643.038574
	Iteration 7F: 3 clusters Score -1.568738e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -15691669.000000 Penalty: 5643.038574
	Iteration 8F: 3 clusters Score -1.569167e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -15695684.000000 Penalty: 5643.038574
	Iteration 9F: 3 clusters Score -1.569568e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -15696704.000000 Penalty: 5643.038574
	Iteration 10F: 3 clusters Score -1.56967e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -15694984.000000 Penalty: 5643.038574
	Iteration 11F: 3 clusters Score -1.569498e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -15692247.000000 Penalty: 5643.038574
	Iteration 12F: 3 clusters Score -1.569225e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -15689714.000000 Penalty: 5643.038574
	Iteration 13F: 3 clusters Score -1.568971e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -15688404.000000 Penalty: 5643.038574
	Iteration 14F: 3 clusters Score -1.56884e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -15687147.000000 Penalty: 5643.038574
	Iteration 15Q: 3 clusters Score -1.568715e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -15686223.000000 Penalty: 5643.038574
	Iteration 16Q: 3 clusters Score -1.568622e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -15685812.000000 Penalty: 5643.038574
	Iteration 17Q: 3 clusters Score -1.568581e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -15685721.000000 Penalty: 5643.038574
	Iteration 18Q: 3 clusters Score -1.568572e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -15685900.000000 Penalty: 5643.038574
	Iteration 19Q: 3 clusters Score -1.56859e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -15686261.000000 Penalty: 5643.038574
	Iteration 20F: 3 clusters Score -1.568626e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -15686879.000000 Penalty: 5643.038574
	Iteration 21Q: 3 clusters Score -1.568688e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -15687487.000000 Penalty: 5643.038574
	Iteration 22Q: 3 clusters Score -1.568749e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -15688146.000000 Penalty: 5643.038574
	Iteration 23Q: 3 clusters Score -1.568815e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -15688723.000000 Penalty: 5643.038574
	Iteration 24Q: 3 clusters Score -1.568872e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -15689505.000000 Penalty: 5643.038574
	Iteration 25Q: 3 clusters Score -1.56895e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -15690687.000000 Penalty: 5643.038574
	Iteration 26Q: 3 clusters Score -1.569069e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -15692232.000000 Penalty: 5643.038574
	Iteration 27Q: 3 clusters Score -1.569223e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -15693816.000000 Penalty: 5643.038574
	Iteration 28Q: 3 clusters Score -1.569382e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -15695106.000000 Penalty: 5643.038574
	Iteration 29Q: 3 clusters Score -1.569511e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -15696335.000000 Penalty: 5643.038574
	Iteration 30Q: 3 clusters Score -1.569634e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -15697580.000000 Penalty: 5643.038574
	Iteration 31Q: 3 clusters Score -1.569758e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -15698530.000000 Penalty: 5643.038574
	Iteration 32Q: 3 clusters Score -1.569853e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -15699474.000000 Penalty: 5643.038574
	Iteration 33Q: 3 clusters Score -1.569947e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -15700057.000000 Penalty: 5643.038574
	Iteration 34Q: 3 clusters Score -1.570006e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -15700609.000000 Penalty: 5643.038574
	Iteration 35Q: 3 clusters Score -1.570061e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -15700860.000000 Penalty: 5643.038574
	Iteration 36Q: 3 clusters Score -1.570086e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -15700952.000000 Penalty: 5643.038574
	Iteration 37Q: 3 clusters Score -1.570095e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -15700861.000000 Penalty: 5643.038574
	Iteration 38Q: 3 clusters Score -1.570086e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -15700559.000000 Penalty: 5643.038574
	Iteration 39Q: 3 clusters Score -1.570056e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -15700756.000000 Penalty: 5643.038574
	Iteration 40F: 3 clusters Score -1.570076e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -15700383.000000 Penalty: 5643.038574
	Iteration 41Q: 3 clusters Score -1.570038e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.570001e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -15699955.000000 Penalty: 5643.038574
	Iteration 43Q: 3 clusters Score -1.569996e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -15699989.000000 Penalty: 5643.038574
	Iteration 44Q: 3 clusters Score -1.569999e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -15700460.000000 Penalty: 5643.038574
	Iteration 45Q: 3 clusters Score -1.570046e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -15701119.000000 Penalty: 5643.038574
	Iteration 46Q: 3 clusters Score -1.570112e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -15701934.000000 Penalty: 5643.038574
	Iteration 47Q: 3 clusters Score -1.570193e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -15702645.000000 Penalty: 5643.038574
	Iteration 48Q: 3 clusters Score -1.570264e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -15703200.000000 Penalty: 5643.038574
	Iteration 49Q: 3 clusters Score -1.57032e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -15703521.000000 Penalty: 5643.038574
	Iteration 50Q: 3 clusters Score -1.570352e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -15703870.000000 Penalty: 5643.038574
	Iteration 51Q: 3 clusters Score -1.570387e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -15704029.000000 Penalty: 5643.038574
	Iteration 52Q: 3 clusters Score -1.570403e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -15704136.000000 Penalty: 5643.038574
	Iteration 53Q: 3 clusters Score -1.570414e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -15704192.000000 Penalty: 5643.038574
	Iteration 54Q: 3 clusters Score -1.570419e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.570408e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -15704013.000000 Penalty: 5643.038574
	Iteration 56Q: 3 clusters Score -1.570401e+07 nChanged 1229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.570396e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -15703879.000000 Penalty: 5643.038574
	Iteration 58Q: 3 clusters Score -1.570388e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -15703887.000000 Penalty: 5643.038574
	Iteration 59Q: 3 clusters Score -1.570389e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -15704009.000000 Penalty: 5643.038574
	Iteration 60F: 3 clusters Score -1.570401e+07 nChanged 808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -15704137.000000 Penalty: 5643.038574
	Iteration 61Q: 3 clusters Score -1.570414e+07 nChanged 707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.57042e+07 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.570426e+07 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -15704391.000000 Penalty: 5643.038574
	Iteration 64Q: 3 clusters Score -1.570439e+07 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.570452e+07 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -15704680.000000 Penalty: 5643.038574
	Iteration 66Q: 3 clusters Score -1.570468e+07 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.570479e+07 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.57049e+07 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.570501e+07 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.570509e+07 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.570516e+07 nChanged 606
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.57052e+07 nChanged 570
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Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.570529e+07 nChanged 540
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Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.570533e+07 nChanged 506
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Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.570532e+07 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.570538e+07 nChanged 400
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Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.570539e+07 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.570543e+07 nChanged 289
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Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.570546e+07 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.570552e+07 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.57055e+07 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.570546e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.57054e+07 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.570536e+07 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.570526e+07 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.570522e+07 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.570516e+07 nChanged 286
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Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.570509e+07 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.570508e+07 nChanged 220
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Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.570505e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.5705e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.5705e+07 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.570503e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.570503e+07 nChanged 130
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.570501e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.570502e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.570504e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.570507e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.570509e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.570512e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.570512e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.570513e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.570515e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.570516e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.570516e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.570516e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.570516e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.570515e+07 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.570516e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.570514e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.570515e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.570517e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.570519e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.57052e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.570519e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.57052e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.570518e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.570518e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.570519e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.570518e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.570518e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.570518e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.570517e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.570517e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.570517e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.570516e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.570517e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.570516e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.570517e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.570518e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -15705176.000000 Penalty: 5643.038574
	Iteration 131Q: 3 clusters Score -1.570518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -15705176.000000 Penalty: 5643.038574
	Iteration 132F: 3 clusters Score -1.570518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 54749 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Entering Unmasked Estep 
Score: -196213616.000000 Penalty: 103643.640625
Splitting cluster 14 changes total score from -196027600.000000 to -196213616.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (54749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Entering Unmasked Estep 
Score: -9722454.000000 Penalty: 2705.807617
	Iteration 0F: 2 clusters Score -9722454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -9691119.000000 Penalty: 5411.615234
	Iteration 0F: 3 clusters Score -9691119 nChanged 25365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -9705585.000000 Penalty: 5411.615234
	Iteration 1F: 3 clusters Score -9705585 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -9706846.000000 Penalty: 5411.615234
	Iteration 2F: 3 clusters Score -9706846 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -9708930.000000 Penalty: 5411.615234
	Iteration 3F: 3 clusters Score -9708930 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -9711991.000000 Penalty: 5411.615234
	Iteration 4F: 3 clusters Score -9711991 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -9715610.000000 Penalty: 5411.615234
	Iteration 5F: 3 clusters Score -9715610 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -9719010.000000 Penalty: 5411.615234
	Iteration 6F: 3 clusters Score -9719010 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -9721933.000000 Penalty: 5411.615234
	Iteration 7F: 3 clusters Score -9721933 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -9724065.000000 Penalty: 5411.615234
	Iteration 8Q: 3 clusters Score -9724065 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -9725237.000000 Penalty: 5411.615234
	Iteration 9Q: 3 clusters Score -9725237 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -9725729.000000 Penalty: 5411.615234
	Iteration 10Q: 3 clusters Score -9725729 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -9725904.000000 Penalty: 5411.615234
	Iteration 11Q: 3 clusters Score -9725904 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -9725984.000000 Penalty: 5411.615234
	Iteration 12Q: 3 clusters Score -9725984 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -9726016.000000 Penalty: 5411.615234
	Iteration 13Q: 3 clusters Score -9726016 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -9726014.000000 Penalty: 5411.615234
	Iteration 14Q: 3 clusters Score -9726014 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -9726035.000000 Penalty: 5411.615234
	Iteration 15Q: 3 clusters Score -9726035 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -9726044.000000 Penalty: 5411.615234
	Iteration 16Q: 3 clusters Score -9726044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -9726042.000000 Penalty: 5411.615234
	Iteration 17Q: 3 clusters Score -9726042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -9726036.000000 Penalty: 5411.615234
	Iteration 18Q: 3 clusters Score -9726036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -9726071.000000 Penalty: 5411.615234
	Iteration 19Q: 3 clusters Score -9726071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -9726060.000000 Penalty: 5411.615234
	Iteration 20F: 3 clusters Score -9726060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -9726057.000000 Penalty: 5411.615234
	Iteration 21Q: 3 clusters Score -9726057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -9726059.000000 Penalty: 5411.615234
	Iteration 22Q: 3 clusters Score -9726059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -9726056.000000 Penalty: 5411.615234
	Iteration 23Q: 3 clusters Score -9726056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -9726050.000000 Penalty: 5411.615234
	Iteration 24Q: 3 clusters Score -9726050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -9726046.000000 Penalty: 5411.615234
	Iteration 25Q: 3 clusters Score -9726046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -9726050.000000 Penalty: 5411.615234
	Iteration 26Q: 3 clusters Score -9726050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -9726044.000000 Penalty: 5411.615234
	Iteration 27Q: 3 clusters Score -9726044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -9726047.000000 Penalty: 5411.615234
	Iteration 28Q: 3 clusters Score -9726047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -9726048.000000 Penalty: 5411.615234
	Iteration 29Q: 3 clusters Score -9726048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -9726053.000000 Penalty: 5411.615234
	Iteration 30Q: 3 clusters Score -9726053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -9726053.000000 Penalty: 5411.615234
	Iteration 31Q: 3 clusters Score -9726053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -9726057.000000 Penalty: 5411.615234
	Iteration 32Q: 3 clusters Score -9726057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -9726051.000000 Penalty: 5411.615234
	Iteration 33Q: 3 clusters Score -9726051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -9726053.000000 Penalty: 5411.615234
	Iteration 34Q: 3 clusters Score -9726053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -9726060.000000 Penalty: 5411.615234
	Iteration 35Q: 3 clusters Score -9726060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -9726060.000000 Penalty: 5411.615234
	Iteration 36Q: 3 clusters Score -9726060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -9726060.000000 Penalty: 5411.615234
	Iteration 37Q: 3 clusters Score -9726060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -9726050.000000 Penalty: 5411.615234
	Iteration 38Q: 3 clusters Score -9726050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -9726059.000000 Penalty: 5411.615234
	Iteration 39Q: 3 clusters Score -9726059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -9726060.000000 Penalty: 5411.615234
	Iteration 40F: 3 clusters Score -9726060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -9726059.000000 Penalty: 5411.615234
	Iteration 41Q: 3 clusters Score -9726059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -9726043.000000 Penalty: 5411.615234
	Iteration 42Q: 3 clusters Score -9726043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -9726048.000000 Penalty: 5411.615234
	Iteration 43Q: 3 clusters Score -9726048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -9726044.000000 Penalty: 5411.615234
	Iteration 44Q: 3 clusters Score -9726044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -9726044.000000 Penalty: 5411.615234
	Iteration 45Q: 3 clusters Score -9726044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -9726042.000000 Penalty: 5411.615234
	Iteration 46Q: 3 clusters Score -9726042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -9726051.000000 Penalty: 5411.615234
	Iteration 47Q: 3 clusters Score -9726051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -9726052.000000 Penalty: 5411.615234
	Iteration 48Q: 3 clusters Score -9726052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -9726054.000000 Penalty: 5411.615234
	Iteration 49Q: 3 clusters Score -9726054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -9726054.000000 Penalty: 5411.615234
	Iteration 50F: 3 clusters Score -9726054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Mstep: Class 31 contains 16277 members 
Entering Unmasked Estep 
Score: -196213648.000000 Penalty: 107098.429688
Splitting cluster 15 changes total score from -196027600.000000 to -196213648.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -276553.906250 Penalty: 1839.708862
	Iteration 0F: 2 clusters Score -276553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -274296.406250 Penalty: 3679.417725
	Iteration 0F: 3 clusters Score -274296.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -275090.500000 Penalty: 3679.417725
	Iteration 1F: 3 clusters Score -275090.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -275584.625000 Penalty: 3679.417725
	Iteration 2F: 3 clusters Score -275584.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -275975.906250 Penalty: 3679.417725
	Iteration 3F: 3 clusters Score -275975.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -276484.500000 Penalty: 3679.417725
	Iteration 4F: 3 clusters Score -276484.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -277072.125000 Penalty: 3679.417725
	Iteration 5F: 3 clusters Score -277072.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -277601.031250 Penalty: 3679.417725
	Iteration 6F: 3 clusters Score -277601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -277939.437500 Penalty: 3679.417725
	Iteration 7F: 3 clusters Score -277939.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -278358.656250 Penalty: 3679.417725
	Iteration 8Q: 3 clusters Score -278358.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -278468.093750 Penalty: 3679.417725
	Iteration 9Q: 3 clusters Score -278468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -278505.218750 Penalty: 3679.417725
	Iteration 10Q: 3 clusters Score -278505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -278508.031250 Penalty: 3679.417725
	Iteration 11Q: 3 clusters Score -278508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -278510.000000 Penalty: 3679.417725
	Iteration 12Q: 3 clusters Score -278510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -278510.875000 Penalty: 3679.417725
	Iteration 13Q: 3 clusters Score -278510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -278510.875000 Penalty: 3679.417725
	Iteration 14F: 3 clusters Score -278510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 63776 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Mstep: Class 31 contains 16277 members 
Mstep: Class 32 contains 1038 members 
Entering Unmasked Estep 
Score: -196214000.000000 Penalty: 110553.218750
Splitting cluster 16 changes total score from -196027600.000000 to -196214000.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (63776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Entering Unmasked Estep 
Score: -11419046.000000 Penalty: 2743.656738
	Iteration 0F: 2 clusters Score -1.141905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -11390720.000000 Penalty: 5487.313477
	Iteration 0F: 3 clusters Score -1.139072e+07 nChanged 29686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -11407462.000000 Penalty: 5487.313477
	Iteration 1F: 3 clusters Score -1.140746e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -11408418.000000 Penalty: 5487.313477
	Iteration 2Q: 3 clusters Score -1.140842e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -11409629.000000 Penalty: 5487.313477
	Iteration 3Q: 3 clusters Score -1.140963e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -11411119.000000 Penalty: 5487.313477
	Iteration 4F: 3 clusters Score -1.141112e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -11412882.000000 Penalty: 5487.313477
	Iteration 5F: 3 clusters Score -1.141288e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -11415259.000000 Penalty: 5487.313477
	Iteration 6F: 3 clusters Score -1.141526e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -11418050.000000 Penalty: 5487.313477
	Iteration 7F: 3 clusters Score -1.141805e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -11420348.000000 Penalty: 5487.313477
	Iteration 8F: 3 clusters Score -1.142035e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -11421517.000000 Penalty: 5487.313477
	Iteration 9Q: 3 clusters Score -1.142152e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -11421994.000000 Penalty: 5487.313477
	Iteration 10Q: 3 clusters Score -1.142199e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -11422333.000000 Penalty: 5487.313477
	Iteration 11Q: 3 clusters Score -1.142233e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -11422471.000000 Penalty: 5487.313477
	Iteration 12Q: 3 clusters Score -1.142247e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -11422583.000000 Penalty: 5487.313477
	Iteration 13Q: 3 clusters Score -1.142258e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -11422752.000000 Penalty: 5487.313477
	Iteration 14Q: 3 clusters Score -1.142275e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -11422959.000000 Penalty: 5487.313477
	Iteration 15Q: 3 clusters Score -1.142296e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -11423155.000000 Penalty: 5487.313477
	Iteration 16Q: 3 clusters Score -1.142316e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -11423388.000000 Penalty: 5487.313477
	Iteration 17Q: 3 clusters Score -1.142339e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -11423468.000000 Penalty: 5487.313477
	Iteration 18Q: 3 clusters Score -1.142347e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -11423598.000000 Penalty: 5487.313477
	Iteration 19Q: 3 clusters Score -1.14236e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -11423771.000000 Penalty: 5487.313477
	Iteration 20F: 3 clusters Score -1.142377e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -11423984.000000 Penalty: 5487.313477
	Iteration 21Q: 3 clusters Score -1.142398e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -11424220.000000 Penalty: 5487.313477
	Iteration 22Q: 3 clusters Score -1.142422e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -11424389.000000 Penalty: 5487.313477
	Iteration 23Q: 3 clusters Score -1.142439e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -11424564.000000 Penalty: 5487.313477
	Iteration 24Q: 3 clusters Score -1.142456e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -11424739.000000 Penalty: 5487.313477
	Iteration 25Q: 3 clusters Score -1.142474e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -11424968.000000 Penalty: 5487.313477
	Iteration 26Q: 3 clusters Score -1.142497e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -11425146.000000 Penalty: 5487.313477
	Iteration 27Q: 3 clusters Score -1.142515e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -11425300.000000 Penalty: 5487.313477
	Iteration 28Q: 3 clusters Score -1.14253e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -11425517.000000 Penalty: 5487.313477
	Iteration 29Q: 3 clusters Score -1.142552e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -11425719.000000 Penalty: 5487.313477
	Iteration 30Q: 3 clusters Score -1.142572e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -11425894.000000 Penalty: 5487.313477
	Iteration 31Q: 3 clusters Score -1.142589e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -11426094.000000 Penalty: 5487.313477
	Iteration 32Q: 3 clusters Score -1.142609e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -11426216.000000 Penalty: 5487.313477
	Iteration 33Q: 3 clusters Score -1.142622e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -11426474.000000 Penalty: 5487.313477
	Iteration 34Q: 3 clusters Score -1.142647e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -11426581.000000 Penalty: 5487.313477
	Iteration 35Q: 3 clusters Score -1.142658e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -11426541.000000 Penalty: 5487.313477
	Iteration 36Q: 3 clusters Score -1.142654e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -11426404.000000 Penalty: 5487.313477
	Iteration 37Q: 3 clusters Score -1.14264e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -11425980.000000 Penalty: 5487.313477
	Iteration 38Q: 3 clusters Score -1.142598e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -11425495.000000 Penalty: 5487.313477
	Iteration 39Q: 3 clusters Score -1.14255e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -11425498.000000 Penalty: 5487.313477
	Iteration 40F: 3 clusters Score -1.14255e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -11424866.000000 Penalty: 5487.313477
	Iteration 41Q: 3 clusters Score -1.142487e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -11424272.000000 Penalty: 5487.313477
	Iteration 42Q: 3 clusters Score -1.142427e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -11423789.000000 Penalty: 5487.313477
	Iteration 43Q: 3 clusters Score -1.142379e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -11423379.000000 Penalty: 5487.313477
	Iteration 44Q: 3 clusters Score -1.142338e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -11423096.000000 Penalty: 5487.313477
	Iteration 45Q: 3 clusters Score -1.14231e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -11422840.000000 Penalty: 5487.313477
	Iteration 46Q: 3 clusters Score -1.142284e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -11422636.000000 Penalty: 5487.313477
	Iteration 47Q: 3 clusters Score -1.142264e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -11422447.000000 Penalty: 5487.313477
	Iteration 48Q: 3 clusters Score -1.142245e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -11422326.000000 Penalty: 5487.313477
	Iteration 49Q: 3 clusters Score -1.142233e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -11422194.000000 Penalty: 5487.313477
	Iteration 50Q: 3 clusters Score -1.142219e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -11422065.000000 Penalty: 5487.313477
	Iteration 51Q: 3 clusters Score -1.142206e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -11421930.000000 Penalty: 5487.313477
	Iteration 52Q: 3 clusters Score -1.142193e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -11421788.000000 Penalty: 5487.313477
	Iteration 53Q: 3 clusters Score -1.142179e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -11421676.000000 Penalty: 5487.313477
	Iteration 54Q: 3 clusters Score -1.142168e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -11421596.000000 Penalty: 5487.313477
	Iteration 55Q: 3 clusters Score -1.14216e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -11421530.000000 Penalty: 5487.313477
	Iteration 56Q: 3 clusters Score -1.142153e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -11421495.000000 Penalty: 5487.313477
	Iteration 57Q: 3 clusters Score -1.14215e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -11421448.000000 Penalty: 5487.313477
	Iteration 58Q: 3 clusters Score -1.142145e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -11421401.000000 Penalty: 5487.313477
	Iteration 59Q: 3 clusters Score -1.14214e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -11421399.000000 Penalty: 5487.313477
	Iteration 60F: 3 clusters Score -1.14214e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -11421307.000000 Penalty: 5487.313477
	Iteration 61Q: 3 clusters Score -1.142131e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -11421235.000000 Penalty: 5487.313477
	Iteration 62Q: 3 clusters Score -1.142124e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -11421222.000000 Penalty: 5487.313477
	Iteration 63Q: 3 clusters Score -1.142122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -11421168.000000 Penalty: 5487.313477
	Iteration 64Q: 3 clusters Score -1.142117e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -11421105.000000 Penalty: 5487.313477
	Iteration 65Q: 3 clusters Score -1.14211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -11421073.000000 Penalty: 5487.313477
	Iteration 66Q: 3 clusters Score -1.142107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -11421080.000000 Penalty: 5487.313477
	Iteration 67Q: 3 clusters Score -1.142108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -11421059.000000 Penalty: 5487.313477
	Iteration 68Q: 3 clusters Score -1.142106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -11421039.000000 Penalty: 5487.313477
	Iteration 69Q: 3 clusters Score -1.142104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -11421012.000000 Penalty: 5487.313477
	Iteration 70Q: 3 clusters Score -1.142101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -11421009.000000 Penalty: 5487.313477
	Iteration 71Q: 3 clusters Score -1.142101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -11420998.000000 Penalty: 5487.313477
	Iteration 72Q: 3 clusters Score -1.1421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -11420984.000000 Penalty: 5487.313477
	Iteration 73Q: 3 clusters Score -1.142098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -11420972.000000 Penalty: 5487.313477
	Iteration 74Q: 3 clusters Score -1.142097e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -11420951.000000 Penalty: 5487.313477
	Iteration 75Q: 3 clusters Score -1.142095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -11420930.000000 Penalty: 5487.313477
	Iteration 76Q: 3 clusters Score -1.142093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -11420917.000000 Penalty: 5487.313477
	Iteration 77Q: 3 clusters Score -1.142092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -11420904.000000 Penalty: 5487.313477
	Iteration 78Q: 3 clusters Score -1.14209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -11420907.000000 Penalty: 5487.313477
	Iteration 79Q: 3 clusters Score -1.142091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -11420879.000000 Penalty: 5487.313477
	Iteration 80F: 3 clusters Score -1.142088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -11420880.000000 Penalty: 5487.313477
	Iteration 81Q: 3 clusters Score -1.142088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -11420871.000000 Penalty: 5487.313477
	Iteration 82Q: 3 clusters Score -1.142087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -11420870.000000 Penalty: 5487.313477
	Iteration 83Q: 3 clusters Score -1.142087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -11420871.000000 Penalty: 5487.313477
	Iteration 84Q: 3 clusters Score -1.142087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -11420866.000000 Penalty: 5487.313477
	Iteration 85Q: 3 clusters Score -1.142087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -11420870.000000 Penalty: 5487.313477
	Iteration 86Q: 3 clusters Score -1.142087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -11420860.000000 Penalty: 5487.313477
	Iteration 87Q: 3 clusters Score -1.142086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -11420852.000000 Penalty: 5487.313477
	Iteration 88Q: 3 clusters Score -1.142085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -11420859.000000 Penalty: 5487.313477
	Iteration 89Q: 3 clusters Score -1.142086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -11420859.000000 Penalty: 5487.313477
	Iteration 90Q: 3 clusters Score -1.142086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -11420862.000000 Penalty: 5487.313477
	Iteration 91Q: 3 clusters Score -1.142086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -11420860.000000 Penalty: 5487.313477
	Iteration 92Q: 3 clusters Score -1.142086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -11420859.000000 Penalty: 5487.313477
	Iteration 93Q: 3 clusters Score -1.142086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -11420851.000000 Penalty: 5487.313477
	Iteration 94Q: 3 clusters Score -1.142085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -11420844.000000 Penalty: 5487.313477
	Iteration 95Q: 3 clusters Score -1.142084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -11420839.000000 Penalty: 5487.313477
	Iteration 96Q: 3 clusters Score -1.142084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -11420837.000000 Penalty: 5487.313477
	Iteration 97Q: 3 clusters Score -1.142084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -11420835.000000 Penalty: 5487.313477
	Iteration 98Q: 3 clusters Score -1.142084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -11420836.000000 Penalty: 5487.313477
	Iteration 99Q: 3 clusters Score -1.142084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -11420830.000000 Penalty: 5487.313477
	Iteration 100F: 3 clusters Score -1.142083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -11420831.000000 Penalty: 5487.313477
	Iteration 101Q: 3 clusters Score -1.142083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -11420835.000000 Penalty: 5487.313477
	Iteration 102Q: 3 clusters Score -1.142084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -11420839.000000 Penalty: 5487.313477
	Iteration 103Q: 3 clusters Score -1.142084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11420836.000000 Penalty: 5487.313477
	Iteration 104Q: 3 clusters Score -1.142084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -11420834.000000 Penalty: 5487.313477
	Iteration 105Q: 3 clusters Score -1.142083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -11420825.000000 Penalty: 5487.313477
	Iteration 106Q: 3 clusters Score -1.142082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -11420824.000000 Penalty: 5487.313477
	Iteration 107Q: 3 clusters Score -1.142082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -11420824.000000 Penalty: 5487.313477
	Iteration 108F: 3 clusters Score -1.142082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 59695 members 
Mstep: Class 18 contains 88497 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Mstep: Class 31 contains 16277 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 4081 members 
Entering Unmasked Estep 
Score: -196215152.000000 Penalty: 114008.007812
Splitting cluster 17 changes total score from -196027600.000000 to -196215152.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (88497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88497 members 
Entering Unmasked Estep 
Score: -15505824.000000 Penalty: 2824.899658
	Iteration 0F: 2 clusters Score -1.550582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -15456921.000000 Penalty: 5649.799316
	Iteration 0F: 3 clusters Score -1.545692e+07 nChanged 41656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -15484351.000000 Penalty: 5649.799316
	Iteration 1F: 3 clusters Score -1.548435e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -15490628.000000 Penalty: 5649.799316
	Iteration 2F: 3 clusters Score -1.549063e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -15500075.000000 Penalty: 5649.799316
	Iteration 3F: 3 clusters Score -1.550008e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -15508227.000000 Penalty: 5649.799316
	Iteration 4F: 3 clusters Score -1.550823e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -15512621.000000 Penalty: 5649.799316
	Iteration 5F: 3 clusters Score -1.551262e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -15514386.000000 Penalty: 5649.799316
	Iteration 6Q: 3 clusters Score -1.551439e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -15515379.000000 Penalty: 5649.799316
	Iteration 7Q: 3 clusters Score -1.551538e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -15515901.000000 Penalty: 5649.799316
	Iteration 8Q: 3 clusters Score -1.55159e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -15516388.000000 Penalty: 5649.799316
	Iteration 9Q: 3 clusters Score -1.551639e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -15516865.000000 Penalty: 5649.799316
	Iteration 10Q: 3 clusters Score -1.551686e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -15517186.000000 Penalty: 5649.799316
	Iteration 11Q: 3 clusters Score -1.551719e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -15517358.000000 Penalty: 5649.799316
	Iteration 12Q: 3 clusters Score -1.551736e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -15517568.000000 Penalty: 5649.799316
	Iteration 13Q: 3 clusters Score -1.551757e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -15517649.000000 Penalty: 5649.799316
	Iteration 14Q: 3 clusters Score -1.551765e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -15517616.000000 Penalty: 5649.799316
	Iteration 15Q: 3 clusters Score -1.551762e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -15517668.000000 Penalty: 5649.799316
	Iteration 16Q: 3 clusters Score -1.551767e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -15517758.000000 Penalty: 5649.799316
	Iteration 17Q: 3 clusters Score -1.551776e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -15517794.000000 Penalty: 5649.799316
	Iteration 18Q: 3 clusters Score -1.551779e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -15517837.000000 Penalty: 5649.799316
	Iteration 19Q: 3 clusters Score -1.551784e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -15517865.000000 Penalty: 5649.799316
	Iteration 20F: 3 clusters Score -1.551786e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -15517909.000000 Penalty: 5649.799316
	Iteration 21Q: 3 clusters Score -1.551791e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -15517937.000000 Penalty: 5649.799316
	Iteration 22Q: 3 clusters Score -1.551794e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -15517914.000000 Penalty: 5649.799316
	Iteration 23Q: 3 clusters Score -1.551791e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -15517947.000000 Penalty: 5649.799316
	Iteration 24Q: 3 clusters Score -1.551795e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -15517971.000000 Penalty: 5649.799316
	Iteration 25Q: 3 clusters Score -1.551797e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -15517979.000000 Penalty: 5649.799316
	Iteration 26Q: 3 clusters Score -1.551798e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -15517994.000000 Penalty: 5649.799316
	Iteration 27Q: 3 clusters Score -1.551799e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -15517989.000000 Penalty: 5649.799316
	Iteration 28Q: 3 clusters Score -1.551799e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -15518017.000000 Penalty: 5649.799316
	Iteration 29Q: 3 clusters Score -1.551802e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -15518028.000000 Penalty: 5649.799316
	Iteration 30Q: 3 clusters Score -1.551803e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -15518021.000000 Penalty: 5649.799316
	Iteration 31Q: 3 clusters Score -1.551802e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -15518028.000000 Penalty: 5649.799316
	Iteration 32Q: 3 clusters Score -1.551803e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -15518035.000000 Penalty: 5649.799316
	Iteration 33Q: 3 clusters Score -1.551804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -15518040.000000 Penalty: 5649.799316
	Iteration 34Q: 3 clusters Score -1.551804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -15518032.000000 Penalty: 5649.799316
	Iteration 35Q: 3 clusters Score -1.551803e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -15518039.000000 Penalty: 5649.799316
	Iteration 36Q: 3 clusters Score -1.551804e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -15518038.000000 Penalty: 5649.799316
	Iteration 37Q: 3 clusters Score -1.551804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -15518055.000000 Penalty: 5649.799316
	Iteration 38Q: 3 clusters Score -1.551806e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -15518044.000000 Penalty: 5649.799316
	Iteration 39Q: 3 clusters Score -1.551804e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -15518049.000000 Penalty: 5649.799316
	Iteration 40F: 3 clusters Score -1.551805e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -15518031.000000 Penalty: 5649.799316
	Iteration 41Q: 3 clusters Score -1.551803e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -15517995.000000 Penalty: 5649.799316
	Iteration 42Q: 3 clusters Score -1.5518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -15518015.000000 Penalty: 5649.799316
	Iteration 43Q: 3 clusters Score -1.551802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -15518016.000000 Penalty: 5649.799316
	Iteration 44Q: 3 clusters Score -1.551802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -15518029.000000 Penalty: 5649.799316
	Iteration 45Q: 3 clusters Score -1.551803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -15518005.000000 Penalty: 5649.799316
	Iteration 46Q: 3 clusters Score -1.5518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -15518016.000000 Penalty: 5649.799316
	Iteration 47Q: 3 clusters Score -1.551802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -15518022.000000 Penalty: 5649.799316
	Iteration 48Q: 3 clusters Score -1.551802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -15518018.000000 Penalty: 5649.799316
	Iteration 49Q: 3 clusters Score -1.551802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -15518031.000000 Penalty: 5649.799316
	Iteration 50Q: 3 clusters Score -1.551803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -15518035.000000 Penalty: 5649.799316
	Iteration 51Q: 3 clusters Score -1.551804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -15518047.000000 Penalty: 5649.799316
	Iteration 52Q: 3 clusters Score -1.551805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -15518043.000000 Penalty: 5649.799316
	Iteration 53Q: 3 clusters Score -1.551804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -15518059.000000 Penalty: 5649.799316
	Iteration 54Q: 3 clusters Score -1.551806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -15518073.000000 Penalty: 5649.799316
	Iteration 55Q: 3 clusters Score -1.551807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -15518061.000000 Penalty: 5649.799316
	Iteration 56Q: 3 clusters Score -1.551806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -15518056.000000 Penalty: 5649.799316
	Iteration 57Q: 3 clusters Score -1.551806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -15518076.000000 Penalty: 5649.799316
	Iteration 58Q: 3 clusters Score -1.551808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -15518052.000000 Penalty: 5649.799316
	Iteration 59Q: 3 clusters Score -1.551805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -15518050.000000 Penalty: 5649.799316
	Iteration 60F: 3 clusters Score -1.551805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -15518045.000000 Penalty: 5649.799316
	Iteration 61Q: 3 clusters Score -1.551804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -15518041.000000 Penalty: 5649.799316
	Iteration 62Q: 3 clusters Score -1.551804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -15518033.000000 Penalty: 5649.799316
	Iteration 63Q: 3 clusters Score -1.551803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -15518043.000000 Penalty: 5649.799316
	Iteration 64Q: 3 clusters Score -1.551804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -15518043.000000 Penalty: 5649.799316
	Iteration 65F: 3 clusters Score -1.551804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 59695 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Mstep: Class 31 contains 16277 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 4081 members 
Mstep: Class 34 contains 79779 members 
Entering Unmasked Estep 
Score: -196223840.000000 Penalty: 117462.796875
Splitting cluster 18 changes total score from -196027600.000000 to -196223840.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (74066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Entering Unmasked Estep 
Score: -13215292.000000 Penalty: 2780.752686
	Iteration 0F: 2 clusters Score -1.321529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -13189677.000000 Penalty: 5561.505371
	Iteration 0F: 3 clusters Score -1.318968e+07 nChanged 34819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -13209395.000000 Penalty: 5561.505371
	Iteration 1F: 3 clusters Score -1.32094e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -13210233.000000 Penalty: 5561.505371
	Iteration 2Q: 3 clusters Score -1.321023e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -13211018.000000 Penalty: 5561.505371
	Iteration 3Q: 3 clusters Score -1.321102e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -13212056.000000 Penalty: 5561.505371
	Iteration 4Q: 3 clusters Score -1.321206e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -13213067.000000 Penalty: 5561.505371
	Iteration 5Q: 3 clusters Score -1.321307e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -13214070.000000 Penalty: 5561.505371
	Iteration 6Q: 3 clusters Score -1.321407e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -13214951.000000 Penalty: 5561.505371
	Iteration 7F: 3 clusters Score -1.321495e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -13216068.000000 Penalty: 5561.505371
	Iteration 8F: 3 clusters Score -1.321607e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -13217666.000000 Penalty: 5561.505371
	Iteration 9F: 3 clusters Score -1.321767e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -13219844.000000 Penalty: 5561.505371
	Iteration 10F: 3 clusters Score -1.321984e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -13221864.000000 Penalty: 5561.505371
	Iteration 11F: 3 clusters Score -1.322186e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -13223063.000000 Penalty: 5561.505371
	Iteration 12Q: 3 clusters Score -1.322306e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -13223556.000000 Penalty: 5561.505371
	Iteration 13Q: 3 clusters Score -1.322356e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -13223921.000000 Penalty: 5561.505371
	Iteration 14Q: 3 clusters Score -1.322392e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -13224196.000000 Penalty: 5561.505371
	Iteration 15Q: 3 clusters Score -1.32242e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -13224434.000000 Penalty: 5561.505371
	Iteration 16Q: 3 clusters Score -1.322443e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -13224633.000000 Penalty: 5561.505371
	Iteration 17Q: 3 clusters Score -1.322463e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -13224864.000000 Penalty: 5561.505371
	Iteration 18Q: 3 clusters Score -1.322486e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -13225042.000000 Penalty: 5561.505371
	Iteration 19Q: 3 clusters Score -1.322504e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -13225174.000000 Penalty: 5561.505371
	Iteration 20F: 3 clusters Score -1.322517e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -13225270.000000 Penalty: 5561.505371
	Iteration 21Q: 3 clusters Score -1.322527e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -13225391.000000 Penalty: 5561.505371
	Iteration 22Q: 3 clusters Score -1.322539e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -13225459.000000 Penalty: 5561.505371
	Iteration 23Q: 3 clusters Score -1.322546e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -13225531.000000 Penalty: 5561.505371
	Iteration 24Q: 3 clusters Score -1.322553e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -13225623.000000 Penalty: 5561.505371
	Iteration 25Q: 3 clusters Score -1.322562e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -13225637.000000 Penalty: 5561.505371
	Iteration 26Q: 3 clusters Score -1.322564e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -13225698.000000 Penalty: 5561.505371
	Iteration 27Q: 3 clusters Score -1.32257e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -13225816.000000 Penalty: 5561.505371
	Iteration 28Q: 3 clusters Score -1.322582e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -13225859.000000 Penalty: 5561.505371
	Iteration 29Q: 3 clusters Score -1.322586e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -13225914.000000 Penalty: 5561.505371
	Iteration 30Q: 3 clusters Score -1.322591e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -13225945.000000 Penalty: 5561.505371
	Iteration 31Q: 3 clusters Score -1.322594e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -13226088.000000 Penalty: 5561.505371
	Iteration 32Q: 3 clusters Score -1.322609e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -13226129.000000 Penalty: 5561.505371
	Iteration 33Q: 3 clusters Score -1.322613e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -13226277.000000 Penalty: 5561.505371
	Iteration 34Q: 3 clusters Score -1.322628e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -13226371.000000 Penalty: 5561.505371
	Iteration 35Q: 3 clusters Score -1.322637e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -13226508.000000 Penalty: 5561.505371
	Iteration 36Q: 3 clusters Score -1.322651e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -13226584.000000 Penalty: 5561.505371
	Iteration 37Q: 3 clusters Score -1.322658e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -13226750.000000 Penalty: 5561.505371
	Iteration 38Q: 3 clusters Score -1.322675e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -13226837.000000 Penalty: 5561.505371
	Iteration 39Q: 3 clusters Score -1.322684e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -13226942.000000 Penalty: 5561.505371
	Iteration 40F: 3 clusters Score -1.322694e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -13227044.000000 Penalty: 5561.505371
	Iteration 41Q: 3 clusters Score -1.322704e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -13227188.000000 Penalty: 5561.505371
	Iteration 42Q: 3 clusters Score -1.322719e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -13227317.000000 Penalty: 5561.505371
	Iteration 43Q: 3 clusters Score -1.322732e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -13227510.000000 Penalty: 5561.505371
	Iteration 44Q: 3 clusters Score -1.322751e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -13227674.000000 Penalty: 5561.505371
	Iteration 45Q: 3 clusters Score -1.322767e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -13227882.000000 Penalty: 5561.505371
	Iteration 46Q: 3 clusters Score -1.322788e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -13227954.000000 Penalty: 5561.505371
	Iteration 47Q: 3 clusters Score -1.322795e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -13228127.000000 Penalty: 5561.505371
	Iteration 48Q: 3 clusters Score -1.322813e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -13228108.000000 Penalty: 5561.505371
	Iteration 49Q: 3 clusters Score -1.322811e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -13227954.000000 Penalty: 5561.505371
	Iteration 50Q: 3 clusters Score -1.322795e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -13227727.000000 Penalty: 5561.505371
	Iteration 51Q: 3 clusters Score -1.322773e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -13227503.000000 Penalty: 5561.505371
	Iteration 52Q: 3 clusters Score -1.32275e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -13227239.000000 Penalty: 5561.505371
	Iteration 53Q: 3 clusters Score -1.322724e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -13227053.000000 Penalty: 5561.505371
	Iteration 54Q: 3 clusters Score -1.322705e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -13226941.000000 Penalty: 5561.505371
	Iteration 55Q: 3 clusters Score -1.322694e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -13226807.000000 Penalty: 5561.505371
	Iteration 56Q: 3 clusters Score -1.322681e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -13226676.000000 Penalty: 5561.505371
	Iteration 57Q: 3 clusters Score -1.322668e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -13226706.000000 Penalty: 5561.505371
	Iteration 58Q: 3 clusters Score -1.322671e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -13226677.000000 Penalty: 5561.505371
	Iteration 59Q: 3 clusters Score -1.322668e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -13226994.000000 Penalty: 5561.505371
	Iteration 60F: 3 clusters Score -1.322699e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -13226877.000000 Penalty: 5561.505371
	Iteration 61Q: 3 clusters Score -1.322688e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -13226820.000000 Penalty: 5561.505371
	Iteration 62Q: 3 clusters Score -1.322682e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -13226763.000000 Penalty: 5561.505371
	Iteration 63Q: 3 clusters Score -1.322676e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -13226777.000000 Penalty: 5561.505371
	Iteration 64Q: 3 clusters Score -1.322678e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -13226766.000000 Penalty: 5561.505371
	Iteration 65Q: 3 clusters Score -1.322677e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -13226779.000000 Penalty: 5561.505371
	Iteration 66Q: 3 clusters Score -1.322678e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -13226834.000000 Penalty: 5561.505371
	Iteration 67Q: 3 clusters Score -1.322683e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -13226914.000000 Penalty: 5561.505371
	Iteration 68Q: 3 clusters Score -1.322691e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -13226957.000000 Penalty: 5561.505371
	Iteration 69Q: 3 clusters Score -1.322696e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -13227041.000000 Penalty: 5561.505371
	Iteration 70Q: 3 clusters Score -1.322704e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -13227116.000000 Penalty: 5561.505371
	Iteration 71Q: 3 clusters Score -1.322712e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -13227245.000000 Penalty: 5561.505371
	Iteration 72Q: 3 clusters Score -1.322724e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -13227292.000000 Penalty: 5561.505371
	Iteration 73Q: 3 clusters Score -1.322729e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -13227376.000000 Penalty: 5561.505371
	Iteration 74Q: 3 clusters Score -1.322738e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -13227485.000000 Penalty: 5561.505371
	Iteration 75Q: 3 clusters Score -1.322748e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -13227543.000000 Penalty: 5561.505371
	Iteration 76Q: 3 clusters Score -1.322754e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -13227632.000000 Penalty: 5561.505371
	Iteration 77Q: 3 clusters Score -1.322763e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -13227742.000000 Penalty: 5561.505371
	Iteration 78Q: 3 clusters Score -1.322774e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -13227898.000000 Penalty: 5561.505371
	Iteration 79Q: 3 clusters Score -1.32279e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -13228047.000000 Penalty: 5561.505371
	Iteration 80F: 3 clusters Score -1.322805e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -13228208.000000 Penalty: 5561.505371
	Iteration 81Q: 3 clusters Score -1.322821e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -13228394.000000 Penalty: 5561.505371
	Iteration 82Q: 3 clusters Score -1.322839e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -13228466.000000 Penalty: 5561.505371
	Iteration 83Q: 3 clusters Score -1.322847e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -13228545.000000 Penalty: 5561.505371
	Iteration 84Q: 3 clusters Score -1.322854e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -13228635.000000 Penalty: 5561.505371
	Iteration 85Q: 3 clusters Score -1.322864e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -13228707.000000 Penalty: 5561.505371
	Iteration 86Q: 3 clusters Score -1.322871e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -13228843.000000 Penalty: 5561.505371
	Iteration 87Q: 3 clusters Score -1.322884e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -13228926.000000 Penalty: 5561.505371
	Iteration 88Q: 3 clusters Score -1.322893e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -13229020.000000 Penalty: 5561.505371
	Iteration 89Q: 3 clusters Score -1.322902e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -13229174.000000 Penalty: 5561.505371
	Iteration 90Q: 3 clusters Score -1.322917e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -13229273.000000 Penalty: 5561.505371
	Iteration 91Q: 3 clusters Score -1.322927e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -13229366.000000 Penalty: 5561.505371
	Iteration 92Q: 3 clusters Score -1.322937e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -13229456.000000 Penalty: 5561.505371
	Iteration 93Q: 3 clusters Score -1.322946e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -13229499.000000 Penalty: 5561.505371
	Iteration 94Q: 3 clusters Score -1.32295e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -13229589.000000 Penalty: 5561.505371
	Iteration 95Q: 3 clusters Score -1.322959e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -13229653.000000 Penalty: 5561.505371
	Iteration 96Q: 3 clusters Score -1.322965e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -13229700.000000 Penalty: 5561.505371
	Iteration 97Q: 3 clusters Score -1.32297e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -13229755.000000 Penalty: 5561.505371
	Iteration 98Q: 3 clusters Score -1.322976e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -13229847.000000 Penalty: 5561.505371
	Iteration 99Q: 3 clusters Score -1.322985e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -13229953.000000 Penalty: 5561.505371
	Iteration 100F: 3 clusters Score -1.322995e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -13230015.000000 Penalty: 5561.505371
	Iteration 101Q: 3 clusters Score -1.323002e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -13230065.000000 Penalty: 5561.505371
	Iteration 102Q: 3 clusters Score -1.323006e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -13230064.000000 Penalty: 5561.505371
	Iteration 103Q: 3 clusters Score -1.323006e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -13230108.000000 Penalty: 5561.505371
	Iteration 104Q: 3 clusters Score -1.323011e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -13230140.000000 Penalty: 5561.505371
	Iteration 105Q: 3 clusters Score -1.323014e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13230155.000000 Penalty: 5561.505371
	Iteration 106Q: 3 clusters Score -1.323016e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -13230224.000000 Penalty: 5561.505371
	Iteration 107Q: 3 clusters Score -1.323022e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -13230263.000000 Penalty: 5561.505371
	Iteration 108Q: 3 clusters Score -1.323026e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -13230299.000000 Penalty: 5561.505371
	Iteration 109Q: 3 clusters Score -1.32303e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -13230336.000000 Penalty: 5561.505371
	Iteration 110Q: 3 clusters Score -1.323034e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -13230355.000000 Penalty: 5561.505371
	Iteration 111Q: 3 clusters Score -1.323036e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -13230395.000000 Penalty: 5561.505371
	Iteration 112Q: 3 clusters Score -1.32304e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -13230425.000000 Penalty: 5561.505371
	Iteration 113Q: 3 clusters Score -1.323042e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -13230410.000000 Penalty: 5561.505371
	Iteration 114Q: 3 clusters Score -1.323041e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13230441.000000 Penalty: 5561.505371
	Iteration 115Q: 3 clusters Score -1.323044e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -13230446.000000 Penalty: 5561.505371
	Iteration 116Q: 3 clusters Score -1.323045e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -13230494.000000 Penalty: 5561.505371
	Iteration 117Q: 3 clusters Score -1.323049e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -13230501.000000 Penalty: 5561.505371
	Iteration 118Q: 3 clusters Score -1.32305e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -13230523.000000 Penalty: 5561.505371
	Iteration 119Q: 3 clusters Score -1.323052e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -13230539.000000 Penalty: 5561.505371
	Iteration 120F: 3 clusters Score -1.323054e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -13230554.000000 Penalty: 5561.505371
	Iteration 121Q: 3 clusters Score -1.323055e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -13230557.000000 Penalty: 5561.505371
	Iteration 122Q: 3 clusters Score -1.323056e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -13230538.000000 Penalty: 5561.505371
	Iteration 123Q: 3 clusters Score -1.323054e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -13230553.000000 Penalty: 5561.505371
	Iteration 124Q: 3 clusters Score -1.323055e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -13230572.000000 Penalty: 5561.505371
	Iteration 125Q: 3 clusters Score -1.323057e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -13230552.000000 Penalty: 5561.505371
	Iteration 126Q: 3 clusters Score -1.323055e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -13230564.000000 Penalty: 5561.505371
	Iteration 127Q: 3 clusters Score -1.323056e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -13230554.000000 Penalty: 5561.505371
	Iteration 128Q: 3 clusters Score -1.323055e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -13230577.000000 Penalty: 5561.505371
	Iteration 129Q: 3 clusters Score -1.323058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -13230567.000000 Penalty: 5561.505371
	Iteration 130Q: 3 clusters Score -1.323057e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -13230569.000000 Penalty: 5561.505371
	Iteration 131Q: 3 clusters Score -1.323057e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -13230590.000000 Penalty: 5561.505371
	Iteration 132Q: 3 clusters Score -1.323059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -13230591.000000 Penalty: 5561.505371
	Iteration 133Q: 3 clusters Score -1.323059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -13230584.000000 Penalty: 5561.505371
	Iteration 134Q: 3 clusters Score -1.323058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -13230578.000000 Penalty: 5561.505371
	Iteration 135Q: 3 clusters Score -1.323058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -13230576.000000 Penalty: 5561.505371
	Iteration 136Q: 3 clusters Score -1.323058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -13230580.000000 Penalty: 5561.505371
	Iteration 137Q: 3 clusters Score -1.323058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -13230588.000000 Penalty: 5561.505371
	Iteration 138Q: 3 clusters Score -1.323059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -13230587.000000 Penalty: 5561.505371
	Iteration 139Q: 3 clusters Score -1.323059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -13230595.000000 Penalty: 5561.505371
	Iteration 140F: 3 clusters Score -1.32306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -13230595.000000 Penalty: 5561.505371
	Iteration 141Q: 3 clusters Score -1.32306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -13230606.000000 Penalty: 5561.505371
	Iteration 142Q: 3 clusters Score -1.323061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -13230600.000000 Penalty: 5561.505371
	Iteration 143Q: 3 clusters Score -1.32306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -13230607.000000 Penalty: 5561.505371
	Iteration 144Q: 3 clusters Score -1.323061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -13230598.000000 Penalty: 5561.505371
	Iteration 145Q: 3 clusters Score -1.32306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -13230615.000000 Penalty: 5561.505371
	Iteration 146Q: 3 clusters Score -1.323062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -13230624.000000 Penalty: 5561.505371
	Iteration 147Q: 3 clusters Score -1.323062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -13230612.000000 Penalty: 5561.505371
	Iteration 148Q: 3 clusters Score -1.323061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -13230613.000000 Penalty: 5561.505371
	Iteration 149Q: 3 clusters Score -1.323061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -13230602.000000 Penalty: 5561.505371
	Iteration 150Q: 3 clusters Score -1.32306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -13230618.000000 Penalty: 5561.505371
	Iteration 151Q: 3 clusters Score -1.323062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -13230621.000000 Penalty: 5561.505371
	Iteration 152Q: 3 clusters Score -1.323062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -13230594.000000 Penalty: 5561.505371
	Iteration 153Q: 3 clusters Score -1.323059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -13230585.000000 Penalty: 5561.505371
	Iteration 154Q: 3 clusters Score -1.323058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -13230594.000000 Penalty: 5561.505371
	Iteration 155Q: 3 clusters Score -1.323059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -13230590.000000 Penalty: 5561.505371
	Iteration 156Q: 3 clusters Score -1.323059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -13230589.000000 Penalty: 5561.505371
	Iteration 157Q: 3 clusters Score -1.323059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -13230596.000000 Penalty: 5561.505371
	Iteration 158Q: 3 clusters Score -1.32306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -13230607.000000 Penalty: 5561.505371
	Iteration 159Q: 3 clusters Score -1.323061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -13230601.000000 Penalty: 5561.505371
	Iteration 160F: 3 clusters Score -1.32306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -13230597.000000 Penalty: 5561.505371
	Iteration 161Q: 3 clusters Score -1.32306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -13230608.000000 Penalty: 5561.505371
	Iteration 162Q: 3 clusters Score -1.323061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -13230615.000000 Penalty: 5561.505371
	Iteration 163Q: 3 clusters Score -1.323062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -13230604.000000 Penalty: 5561.505371
	Iteration 164Q: 3 clusters Score -1.32306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -13230585.000000 Penalty: 5561.505371
	Iteration 165Q: 3 clusters Score -1.323058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -13230597.000000 Penalty: 5561.505371
	Iteration 166Q: 3 clusters Score -1.32306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -13230584.000000 Penalty: 5561.505371
	Iteration 167Q: 3 clusters Score -1.323058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -13230584.000000 Penalty: 5561.505371
	Iteration 168Q: 3 clusters Score -1.323058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -13230583.000000 Penalty: 5561.505371
	Iteration 169Q: 3 clusters Score -1.323058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -13230584.000000 Penalty: 5561.505371
	Iteration 170Q: 3 clusters Score -1.323058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -13230587.000000 Penalty: 5561.505371
	Iteration 171Q: 3 clusters Score -1.323059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -13230585.000000 Penalty: 5561.505371
	Iteration 172Q: 3 clusters Score -1.323058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -13230580.000000 Penalty: 5561.505371
	Iteration 173Q: 3 clusters Score -1.323058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -13230580.000000 Penalty: 5561.505371
	Iteration 174Q: 3 clusters Score -1.323058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -13230583.000000 Penalty: 5561.505371
	Iteration 175Q: 3 clusters Score -1.323058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -13230579.000000 Penalty: 5561.505371
	Iteration 176Q: 3 clusters Score -1.323058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -13230580.000000 Penalty: 5561.505371
	Iteration 177Q: 3 clusters Score -1.323058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -13230580.000000 Penalty: 5561.505371
	Iteration 178F: 3 clusters Score -1.323058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 59695 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 44100 members 
Mstep: Class 20 contains 69662 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Mstep: Class 31 contains 16277 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 4081 members 
Mstep: Class 34 contains 79779 members 
Mstep: Class 35 contains 29966 members 
Entering Unmasked Estep 
Score: -196235312.000000 Penalty: 120917.585938
Splitting cluster 19 changes total score from -196027600.000000 to -196235312.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (69662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Entering Unmasked Estep 
Score: -12587645.000000 Penalty: 2765.549805
	Iteration 0F: 2 clusters Score -1.258764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -12560273.000000 Penalty: 5531.099609
	Iteration 0F: 3 clusters Score -1.256027e+07 nChanged 32478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -12578846.000000 Penalty: 5531.099609
	Iteration 1F: 3 clusters Score -1.257885e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -12579478.000000 Penalty: 5531.099609
	Iteration 2Q: 3 clusters Score -1.257948e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -12580182.000000 Penalty: 5531.099609
	Iteration 3Q: 3 clusters Score -1.258018e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -12581068.000000 Penalty: 5531.099609
	Iteration 4Q: 3 clusters Score -1.258107e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -12582242.000000 Penalty: 5531.099609
	Iteration 5Q: 3 clusters Score -1.258224e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -12583311.000000 Penalty: 5531.099609
	Iteration 6F: 3 clusters Score -1.258331e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -12584410.000000 Penalty: 5531.099609
	Iteration 7F: 3 clusters Score -1.258441e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -12585648.000000 Penalty: 5531.099609
	Iteration 8F: 3 clusters Score -1.258565e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -12587143.000000 Penalty: 5531.099609
	Iteration 9F: 3 clusters Score -1.258714e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -12588742.000000 Penalty: 5531.099609
	Iteration 10Q: 3 clusters Score -1.258874e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -12589925.000000 Penalty: 5531.099609
	Iteration 11Q: 3 clusters Score -1.258992e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -12590428.000000 Penalty: 5531.099609
	Iteration 12Q: 3 clusters Score -1.259043e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -12590724.000000 Penalty: 5531.099609
	Iteration 13Q: 3 clusters Score -1.259072e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -12590962.000000 Penalty: 5531.099609
	Iteration 14Q: 3 clusters Score -1.259096e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -12591214.000000 Penalty: 5531.099609
	Iteration 15Q: 3 clusters Score -1.259121e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -12591493.000000 Penalty: 5531.099609
	Iteration 16Q: 3 clusters Score -1.259149e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -12591736.000000 Penalty: 5531.099609
	Iteration 17Q: 3 clusters Score -1.259174e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -12591874.000000 Penalty: 5531.099609
	Iteration 18Q: 3 clusters Score -1.259187e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -12592181.000000 Penalty: 5531.099609
	Iteration 19Q: 3 clusters Score -1.259218e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -12592473.000000 Penalty: 5531.099609
	Iteration 20F: 3 clusters Score -1.259247e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -12592640.000000 Penalty: 5531.099609
	Iteration 21Q: 3 clusters Score -1.259264e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -12592777.000000 Penalty: 5531.099609
	Iteration 22Q: 3 clusters Score -1.259278e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -12593004.000000 Penalty: 5531.099609
	Iteration 23Q: 3 clusters Score -1.2593e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -12593172.000000 Penalty: 5531.099609
	Iteration 24Q: 3 clusters Score -1.259317e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -12593475.000000 Penalty: 5531.099609
	Iteration 25Q: 3 clusters Score -1.259348e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -12593622.000000 Penalty: 5531.099609
	Iteration 26Q: 3 clusters Score -1.259362e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -12593805.000000 Penalty: 5531.099609
	Iteration 27Q: 3 clusters Score -1.25938e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -12594081.000000 Penalty: 5531.099609
	Iteration 28Q: 3 clusters Score -1.259408e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -12594292.000000 Penalty: 5531.099609
	Iteration 29Q: 3 clusters Score -1.259429e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -12594428.000000 Penalty: 5531.099609
	Iteration 30Q: 3 clusters Score -1.259443e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -12594510.000000 Penalty: 5531.099609
	Iteration 31Q: 3 clusters Score -1.259451e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -12594596.000000 Penalty: 5531.099609
	Iteration 32Q: 3 clusters Score -1.25946e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -12594698.000000 Penalty: 5531.099609
	Iteration 33Q: 3 clusters Score -1.25947e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -12594821.000000 Penalty: 5531.099609
	Iteration 34Q: 3 clusters Score -1.259482e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -12594887.000000 Penalty: 5531.099609
	Iteration 35Q: 3 clusters Score -1.259489e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -12594968.000000 Penalty: 5531.099609
	Iteration 36Q: 3 clusters Score -1.259497e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -12595020.000000 Penalty: 5531.099609
	Iteration 37Q: 3 clusters Score -1.259502e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -12595074.000000 Penalty: 5531.099609
	Iteration 38Q: 3 clusters Score -1.259507e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -12595075.000000 Penalty: 5531.099609
	Iteration 39Q: 3 clusters Score -1.259508e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -12595185.000000 Penalty: 5531.099609
	Iteration 40F: 3 clusters Score -1.259518e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -12595272.000000 Penalty: 5531.099609
	Iteration 41Q: 3 clusters Score -1.259527e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -12595397.000000 Penalty: 5531.099609
	Iteration 42Q: 3 clusters Score -1.25954e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -12595509.000000 Penalty: 5531.099609
	Iteration 43Q: 3 clusters Score -1.259551e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -12595550.000000 Penalty: 5531.099609
	Iteration 44Q: 3 clusters Score -1.259555e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -12595588.000000 Penalty: 5531.099609
	Iteration 45Q: 3 clusters Score -1.259559e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -12595662.000000 Penalty: 5531.099609
	Iteration 46Q: 3 clusters Score -1.259566e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -12595785.000000 Penalty: 5531.099609
	Iteration 47Q: 3 clusters Score -1.259578e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -12595844.000000 Penalty: 5531.099609
	Iteration 48Q: 3 clusters Score -1.259584e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -12595925.000000 Penalty: 5531.099609
	Iteration 49Q: 3 clusters Score -1.259592e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -12595983.000000 Penalty: 5531.099609
	Iteration 50Q: 3 clusters Score -1.259598e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -12596044.000000 Penalty: 5531.099609
	Iteration 51Q: 3 clusters Score -1.259604e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -12596114.000000 Penalty: 5531.099609
	Iteration 52Q: 3 clusters Score -1.259611e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -12596157.000000 Penalty: 5531.099609
	Iteration 53Q: 3 clusters Score -1.259616e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -12596216.000000 Penalty: 5531.099609
	Iteration 54Q: 3 clusters Score -1.259622e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -12596307.000000 Penalty: 5531.099609
	Iteration 55Q: 3 clusters Score -1.259631e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -12596340.000000 Penalty: 5531.099609
	Iteration 56Q: 3 clusters Score -1.259634e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -12596402.000000 Penalty: 5531.099609
	Iteration 57Q: 3 clusters Score -1.25964e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -12596475.000000 Penalty: 5531.099609
	Iteration 58Q: 3 clusters Score -1.259648e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -12596512.000000 Penalty: 5531.099609
	Iteration 59Q: 3 clusters Score -1.259651e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -12596558.000000 Penalty: 5531.099609
	Iteration 60F: 3 clusters Score -1.259656e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -12596536.000000 Penalty: 5531.099609
	Iteration 61Q: 3 clusters Score -1.259654e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -12596613.000000 Penalty: 5531.099609
	Iteration 62Q: 3 clusters Score -1.259661e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -12596619.000000 Penalty: 5531.099609
	Iteration 63Q: 3 clusters Score -1.259662e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -12596663.000000 Penalty: 5531.099609
	Iteration 64Q: 3 clusters Score -1.259666e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -12596687.000000 Penalty: 5531.099609
	Iteration 65Q: 3 clusters Score -1.259669e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -12596724.000000 Penalty: 5531.099609
	Iteration 66Q: 3 clusters Score -1.259672e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -12596746.000000 Penalty: 5531.099609
	Iteration 67Q: 3 clusters Score -1.259675e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -12596816.000000 Penalty: 5531.099609
	Iteration 68Q: 3 clusters Score -1.259682e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -12596828.000000 Penalty: 5531.099609
	Iteration 69Q: 3 clusters Score -1.259683e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -12596824.000000 Penalty: 5531.099609
	Iteration 70Q: 3 clusters Score -1.259682e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -12596858.000000 Penalty: 5531.099609
	Iteration 71Q: 3 clusters Score -1.259686e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -12596917.000000 Penalty: 5531.099609
	Iteration 72Q: 3 clusters Score -1.259692e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -12596971.000000 Penalty: 5531.099609
	Iteration 73Q: 3 clusters Score -1.259697e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -12596998.000000 Penalty: 5531.099609
	Iteration 74Q: 3 clusters Score -1.2597e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -12596993.000000 Penalty: 5531.099609
	Iteration 75Q: 3 clusters Score -1.259699e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -12597013.000000 Penalty: 5531.099609
	Iteration 76Q: 3 clusters Score -1.259701e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -12597067.000000 Penalty: 5531.099609
	Iteration 77Q: 3 clusters Score -1.259707e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -12597070.000000 Penalty: 5531.099609
	Iteration 78Q: 3 clusters Score -1.259707e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -12597112.000000 Penalty: 5531.099609
	Iteration 79Q: 3 clusters Score -1.259711e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -12597165.000000 Penalty: 5531.099609
	Iteration 80F: 3 clusters Score -1.259716e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -12597199.000000 Penalty: 5531.099609
	Iteration 81Q: 3 clusters Score -1.25972e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -12597185.000000 Penalty: 5531.099609
	Iteration 82Q: 3 clusters Score -1.259718e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -12597186.000000 Penalty: 5531.099609
	Iteration 83Q: 3 clusters Score -1.259719e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -12597192.000000 Penalty: 5531.099609
	Iteration 84Q: 3 clusters Score -1.259719e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -12597192.000000 Penalty: 5531.099609
	Iteration 85Q: 3 clusters Score -1.259719e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -12597205.000000 Penalty: 5531.099609
	Iteration 86Q: 3 clusters Score -1.25972e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -12597209.000000 Penalty: 5531.099609
	Iteration 87Q: 3 clusters Score -1.259721e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -12597224.000000 Penalty: 5531.099609
	Iteration 88Q: 3 clusters Score -1.259722e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -12597245.000000 Penalty: 5531.099609
	Iteration 89Q: 3 clusters Score -1.259724e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -12597252.000000 Penalty: 5531.099609
	Iteration 90Q: 3 clusters Score -1.259725e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -12597240.000000 Penalty: 5531.099609
	Iteration 91Q: 3 clusters Score -1.259724e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -12597234.000000 Penalty: 5531.099609
	Iteration 92Q: 3 clusters Score -1.259723e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -12597271.000000 Penalty: 5531.099609
	Iteration 93Q: 3 clusters Score -1.259727e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -12597274.000000 Penalty: 5531.099609
	Iteration 94Q: 3 clusters Score -1.259727e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -12597268.000000 Penalty: 5531.099609
	Iteration 95Q: 3 clusters Score -1.259727e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -12597288.000000 Penalty: 5531.099609
	Iteration 96Q: 3 clusters Score -1.259729e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -12597315.000000 Penalty: 5531.099609
	Iteration 97Q: 3 clusters Score -1.259732e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -12597359.000000 Penalty: 5531.099609
	Iteration 98Q: 3 clusters Score -1.259736e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -12597360.000000 Penalty: 5531.099609
	Iteration 99Q: 3 clusters Score -1.259736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -12597371.000000 Penalty: 5531.099609
	Iteration 100F: 3 clusters Score -1.259737e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -12597399.000000 Penalty: 5531.099609
	Iteration 101Q: 3 clusters Score -1.25974e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -12597386.000000 Penalty: 5531.099609
	Iteration 102Q: 3 clusters Score -1.259739e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -12597391.000000 Penalty: 5531.099609
	Iteration 103Q: 3 clusters Score -1.259739e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -12597395.000000 Penalty: 5531.099609
	Iteration 104Q: 3 clusters Score -1.25974e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -12597384.000000 Penalty: 5531.099609
	Iteration 105Q: 3 clusters Score -1.259738e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -12597393.000000 Penalty: 5531.099609
	Iteration 106Q: 3 clusters Score -1.259739e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -12597378.000000 Penalty: 5531.099609
	Iteration 107Q: 3 clusters Score -1.259738e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -12597366.000000 Penalty: 5531.099609
	Iteration 108Q: 3 clusters Score -1.259737e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -12597356.000000 Penalty: 5531.099609
	Iteration 109Q: 3 clusters Score -1.259736e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -12597365.000000 Penalty: 5531.099609
	Iteration 110Q: 3 clusters Score -1.259736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -12597373.000000 Penalty: 5531.099609
	Iteration 111Q: 3 clusters Score -1.259737e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -12597390.000000 Penalty: 5531.099609
	Iteration 112Q: 3 clusters Score -1.259739e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -12597370.000000 Penalty: 5531.099609
	Iteration 113Q: 3 clusters Score -1.259737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -12597400.000000 Penalty: 5531.099609
	Iteration 114Q: 3 clusters Score -1.25974e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -12597392.000000 Penalty: 5531.099609
	Iteration 115Q: 3 clusters Score -1.259739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -12597401.000000 Penalty: 5531.099609
	Iteration 116Q: 3 clusters Score -1.25974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -12597398.000000 Penalty: 5531.099609
	Iteration 117Q: 3 clusters Score -1.25974e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -12597392.000000 Penalty: 5531.099609
	Iteration 118Q: 3 clusters Score -1.259739e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -12597392.000000 Penalty: 5531.099609
	Iteration 119Q: 3 clusters Score -1.259739e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -12597405.000000 Penalty: 5531.099609
	Iteration 120F: 3 clusters Score -1.25974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -12597394.000000 Penalty: 5531.099609
	Iteration 121Q: 3 clusters Score -1.259739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -12597418.000000 Penalty: 5531.099609
	Iteration 122Q: 3 clusters Score -1.259742e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -12597439.000000 Penalty: 5531.099609
	Iteration 123Q: 3 clusters Score -1.259744e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -12597415.000000 Penalty: 5531.099609
	Iteration 124Q: 3 clusters Score -1.259742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -12597447.000000 Penalty: 5531.099609
	Iteration 125Q: 3 clusters Score -1.259745e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -12597445.000000 Penalty: 5531.099609
	Iteration 126Q: 3 clusters Score -1.259744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -12597444.000000 Penalty: 5531.099609
	Iteration 127Q: 3 clusters Score -1.259744e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -12597451.000000 Penalty: 5531.099609
	Iteration 128Q: 3 clusters Score -1.259745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -12597447.000000 Penalty: 5531.099609
	Iteration 129Q: 3 clusters Score -1.259745e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -12597457.000000 Penalty: 5531.099609
	Iteration 130Q: 3 clusters Score -1.259746e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -12597461.000000 Penalty: 5531.099609
	Iteration 131Q: 3 clusters Score -1.259746e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -12597448.000000 Penalty: 5531.099609
	Iteration 132Q: 3 clusters Score -1.259745e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -12597442.000000 Penalty: 5531.099609
	Iteration 133Q: 3 clusters Score -1.259744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -12597446.000000 Penalty: 5531.099609
	Iteration 134Q: 3 clusters Score -1.259745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -12597455.000000 Penalty: 5531.099609
	Iteration 135Q: 3 clusters Score -1.259746e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -12597446.000000 Penalty: 5531.099609
	Iteration 136Q: 3 clusters Score -1.259745e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -12597471.000000 Penalty: 5531.099609
	Iteration 137Q: 3 clusters Score -1.259747e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -12597461.000000 Penalty: 5531.099609
	Iteration 138Q: 3 clusters Score -1.259746e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -12597464.000000 Penalty: 5531.099609
	Iteration 139Q: 3 clusters Score -1.259746e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -12597459.000000 Penalty: 5531.099609
	Iteration 140F: 3 clusters Score -1.259746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -12597465.000000 Penalty: 5531.099609
	Iteration 141Q: 3 clusters Score -1.259746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -12597463.000000 Penalty: 5531.099609
	Iteration 142Q: 3 clusters Score -1.259746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -12597449.000000 Penalty: 5531.099609
	Iteration 143Q: 3 clusters Score -1.259745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -12597465.000000 Penalty: 5531.099609
	Iteration 144Q: 3 clusters Score -1.259746e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -12597498.000000 Penalty: 5531.099609
	Iteration 145Q: 3 clusters Score -1.25975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -12597494.000000 Penalty: 5531.099609
	Iteration 146Q: 3 clusters Score -1.259749e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -12597512.000000 Penalty: 5531.099609
	Iteration 147Q: 3 clusters Score -1.259751e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -12597493.000000 Penalty: 5531.099609
	Iteration 148Q: 3 clusters Score -1.259749e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -12597493.000000 Penalty: 5531.099609
	Iteration 149Q: 3 clusters Score -1.259749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -12597495.000000 Penalty: 5531.099609
	Iteration 150Q: 3 clusters Score -1.25975e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -12597495.000000 Penalty: 5531.099609
	Iteration 151Q: 3 clusters Score -1.25975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -12597476.000000 Penalty: 5531.099609
	Iteration 152Q: 3 clusters Score -1.259748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -12597476.000000 Penalty: 5531.099609
	Iteration 153Q: 3 clusters Score -1.259748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -12597457.000000 Penalty: 5531.099609
	Iteration 154Q: 3 clusters Score -1.259746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -12597482.000000 Penalty: 5531.099609
	Iteration 155Q: 3 clusters Score -1.259748e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -12597480.000000 Penalty: 5531.099609
	Iteration 156Q: 3 clusters Score -1.259748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -12597478.000000 Penalty: 5531.099609
	Iteration 157Q: 3 clusters Score -1.259748e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -12597482.000000 Penalty: 5531.099609
	Iteration 158Q: 3 clusters Score -1.259748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -12597510.000000 Penalty: 5531.099609
	Iteration 159Q: 3 clusters Score -1.259751e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -12597520.000000 Penalty: 5531.099609
	Iteration 160F: 3 clusters Score -1.259752e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -12597517.000000 Penalty: 5531.099609
	Iteration 161Q: 3 clusters Score -1.259752e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -12597517.000000 Penalty: 5531.099609
	Iteration 162Q: 3 clusters Score -1.259752e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -12597513.000000 Penalty: 5531.099609
	Iteration 163Q: 3 clusters Score -1.259751e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -12597516.000000 Penalty: 5531.099609
	Iteration 164Q: 3 clusters Score -1.259752e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -12597514.000000 Penalty: 5531.099609
	Iteration 165Q: 3 clusters Score -1.259751e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -12597512.000000 Penalty: 5531.099609
	Iteration 166Q: 3 clusters Score -1.259751e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -12597513.000000 Penalty: 5531.099609
	Iteration 167Q: 3 clusters Score -1.259751e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -12597514.000000 Penalty: 5531.099609
	Iteration 168Q: 3 clusters Score -1.259751e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -12597531.000000 Penalty: 5531.099609
	Iteration 169Q: 3 clusters Score -1.259753e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -12597561.000000 Penalty: 5531.099609
	Iteration 170Q: 3 clusters Score -1.259756e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -12597546.000000 Penalty: 5531.099609
	Iteration 171Q: 3 clusters Score -1.259755e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -12597527.000000 Penalty: 5531.099609
	Iteration 172Q: 3 clusters Score -1.259753e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -12597528.000000 Penalty: 5531.099609
	Iteration 173Q: 3 clusters Score -1.259753e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -12597524.000000 Penalty: 5531.099609
	Iteration 174Q: 3 clusters Score -1.259752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -12597542.000000 Penalty: 5531.099609
	Iteration 175Q: 3 clusters Score -1.259754e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -12597553.000000 Penalty: 5531.099609
	Iteration 176Q: 3 clusters Score -1.259755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -12597549.000000 Penalty: 5531.099609
	Iteration 177Q: 3 clusters Score -1.259755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -12597553.000000 Penalty: 5531.099609
	Iteration 178Q: 3 clusters Score -1.259755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -12597562.000000 Penalty: 5531.099609
	Iteration 179Q: 3 clusters Score -1.259756e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -12597557.000000 Penalty: 5531.099609
	Iteration 180F: 3 clusters Score -1.259756e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -12597571.000000 Penalty: 5531.099609
	Iteration 181Q: 3 clusters Score -1.259757e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -12597565.000000 Penalty: 5531.099609
	Iteration 182Q: 3 clusters Score -1.259756e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -12597563.000000 Penalty: 5531.099609
	Iteration 183Q: 3 clusters Score -1.259756e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -12597555.000000 Penalty: 5531.099609
	Iteration 184Q: 3 clusters Score -1.259756e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -12597566.000000 Penalty: 5531.099609
	Iteration 185Q: 3 clusters Score -1.259757e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -12597566.000000 Penalty: 5531.099609
	Iteration 186Q: 3 clusters Score -1.259757e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -12597572.000000 Penalty: 5531.099609
	Iteration 187Q: 3 clusters Score -1.259757e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -12597548.000000 Penalty: 5531.099609
	Iteration 188Q: 3 clusters Score -1.259755e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -12597568.000000 Penalty: 5531.099609
	Iteration 189Q: 3 clusters Score -1.259757e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -12597579.000000 Penalty: 5531.099609
	Iteration 190Q: 3 clusters Score -1.259758e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -12597570.000000 Penalty: 5531.099609
	Iteration 191Q: 3 clusters Score -1.259757e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -12597580.000000 Penalty: 5531.099609
	Iteration 192Q: 3 clusters Score -1.259758e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -12597565.000000 Penalty: 5531.099609
	Iteration 193Q: 3 clusters Score -1.259756e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -12597587.000000 Penalty: 5531.099609
	Iteration 194Q: 3 clusters Score -1.259759e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -12597564.000000 Penalty: 5531.099609
	Iteration 195Q: 3 clusters Score -1.259756e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -12597568.000000 Penalty: 5531.099609
	Iteration 196Q: 3 clusters Score -1.259757e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -12597578.000000 Penalty: 5531.099609
	Iteration 197Q: 3 clusters Score -1.259758e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -12597585.000000 Penalty: 5531.099609
	Iteration 198Q: 3 clusters Score -1.259758e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -12597582.000000 Penalty: 5531.099609
	Iteration 199Q: 3 clusters Score -1.259758e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -12597579.000000 Penalty: 5531.099609
	Iteration 200F: 3 clusters Score -1.259758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -12597563.000000 Penalty: 5531.099609
	Iteration 201Q: 3 clusters Score -1.259756e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -12597552.000000 Penalty: 5531.099609
	Iteration 202Q: 3 clusters Score -1.259755e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -12597547.000000 Penalty: 5531.099609
	Iteration 203Q: 3 clusters Score -1.259755e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -12597564.000000 Penalty: 5531.099609
	Iteration 204Q: 3 clusters Score -1.259756e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -12597549.000000 Penalty: 5531.099609
	Iteration 205Q: 3 clusters Score -1.259755e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -12597546.000000 Penalty: 5531.099609
	Iteration 206Q: 3 clusters Score -1.259755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -12597550.000000 Penalty: 5531.099609
	Iteration 207Q: 3 clusters Score -1.259755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -12597546.000000 Penalty: 5531.099609
	Iteration 208Q: 3 clusters Score -1.259755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -12597553.000000 Penalty: 5531.099609
	Iteration 209Q: 3 clusters Score -1.259755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -12597554.000000 Penalty: 5531.099609
	Iteration 210Q: 3 clusters Score -1.259755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -12597547.000000 Penalty: 5531.099609
	Iteration 211Q: 3 clusters Score -1.259755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -12597544.000000 Penalty: 5531.099609
	Iteration 212Q: 3 clusters Score -1.259754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -12597544.000000 Penalty: 5531.099609
	Iteration 213Q: 3 clusters Score -1.259754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -12597549.000000 Penalty: 5531.099609
	Iteration 214Q: 3 clusters Score -1.259755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -12597566.000000 Penalty: 5531.099609
	Iteration 215Q: 3 clusters Score -1.259757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -12597569.000000 Penalty: 5531.099609
	Iteration 216Q: 3 clusters Score -1.259757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -12597576.000000 Penalty: 5531.099609
	Iteration 217Q: 3 clusters Score -1.259758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -12597574.000000 Penalty: 5531.099609
	Iteration 218Q: 3 clusters Score -1.259757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -12597570.000000 Penalty: 5531.099609
	Iteration 219Q: 3 clusters Score -1.259757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -12597555.000000 Penalty: 5531.099609
	Iteration 220F: 3 clusters Score -1.259756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -12597553.000000 Penalty: 5531.099609
	Iteration 221Q: 3 clusters Score -1.259755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -12597565.000000 Penalty: 5531.099609
	Iteration 222Q: 3 clusters Score -1.259756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -12597579.000000 Penalty: 5531.099609
	Iteration 223Q: 3 clusters Score -1.259758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -12597581.000000 Penalty: 5531.099609
	Iteration 224Q: 3 clusters Score -1.259758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -12597577.000000 Penalty: 5531.099609
	Iteration 225Q: 3 clusters Score -1.259758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -12597574.000000 Penalty: 5531.099609
	Iteration 226Q: 3 clusters Score -1.259757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -12597581.000000 Penalty: 5531.099609
	Iteration 227Q: 3 clusters Score -1.259758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -12597586.000000 Penalty: 5531.099609
	Iteration 228Q: 3 clusters Score -1.259759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -12597571.000000 Penalty: 5531.099609
	Iteration 229Q: 3 clusters Score -1.259757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -12597574.000000 Penalty: 5531.099609
	Iteration 230Q: 3 clusters Score -1.259757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -12597567.000000 Penalty: 5531.099609
	Iteration 231Q: 3 clusters Score -1.259757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -12597564.000000 Penalty: 5531.099609
	Iteration 232Q: 3 clusters Score -1.259756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -12597576.000000 Penalty: 5531.099609
	Iteration 233Q: 3 clusters Score -1.259758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -12597569.000000 Penalty: 5531.099609
	Iteration 234Q: 3 clusters Score -1.259757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -12597563.000000 Penalty: 5531.099609
	Iteration 235Q: 3 clusters Score -1.259756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -12597565.000000 Penalty: 5531.099609
	Iteration 236Q: 3 clusters Score -1.259756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -12597571.000000 Penalty: 5531.099609
	Iteration 237Q: 3 clusters Score -1.259757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -12597575.000000 Penalty: 5531.099609
	Iteration 238Q: 3 clusters Score -1.259758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -12597572.000000 Penalty: 5531.099609
	Iteration 239Q: 3 clusters Score -1.259757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -12597570.000000 Penalty: 5531.099609
	Iteration 240F: 3 clusters Score -1.259757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -12597577.000000 Penalty: 5531.099609
	Iteration 241Q: 3 clusters Score -1.259758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -12597585.000000 Penalty: 5531.099609
	Iteration 242Q: 3 clusters Score -1.259758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -12597588.000000 Penalty: 5531.099609
	Iteration 243Q: 3 clusters Score -1.259759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -12597591.000000 Penalty: 5531.099609
	Iteration 244Q: 3 clusters Score -1.259759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -12597595.000000 Penalty: 5531.099609
	Iteration 245Q: 3 clusters Score -1.25976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -12597580.000000 Penalty: 5531.099609
	Iteration 246Q: 3 clusters Score -1.259758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -12597584.000000 Penalty: 5531.099609
	Iteration 247Q: 3 clusters Score -1.259758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -12597575.000000 Penalty: 5531.099609
	Iteration 248Q: 3 clusters Score -1.259758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -12597567.000000 Penalty: 5531.099609
	Iteration 249Q: 3 clusters Score -1.259757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -12597567.000000 Penalty: 5531.099609
	Iteration 250F: 3 clusters Score -1.259757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 59695 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 44100 members 
Mstep: Class 20 contains 34929 members 
Mstep: Class 21 contains 37534 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Mstep: Class 31 contains 16277 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 4081 members 
Mstep: Class 34 contains 79779 members 
Mstep: Class 35 contains 29966 members 
Mstep: Class 36 contains 34733 members 
Entering Unmasked Estep 
Score: -196245328.000000 Penalty: 124372.375000
Splitting cluster 20 changes total score from -196027600.000000 to -196245328.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (37534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Entering Unmasked Estep 
Score: -6369635.500000 Penalty: 2612.184814
	Iteration 0F: 2 clusters Score -6369636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -6344239.000000 Penalty: 5224.369629
	Iteration 0F: 3 clusters Score -6344239 nChanged 17176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6354159.000000 Penalty: 5224.369629
	Iteration 1F: 3 clusters Score -6354159 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -6355889.000000 Penalty: 5224.369629
	Iteration 2F: 3 clusters Score -6355889 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6358158.500000 Penalty: 5224.369629
	Iteration 3F: 3 clusters Score -6358158 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -6360682.000000 Penalty: 5224.369629
	Iteration 4F: 3 clusters Score -6360682 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -6363187.000000 Penalty: 5224.369629
	Iteration 5F: 3 clusters Score -6363187 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -6365597.000000 Penalty: 5224.369629
	Iteration 6F: 3 clusters Score -6365597 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -6367657.000000 Penalty: 5224.369629
	Iteration 7F: 3 clusters Score -6367657 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -6369227.500000 Penalty: 5224.369629
	Iteration 8F: 3 clusters Score -6369228 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -6370397.500000 Penalty: 5224.369629
	Iteration 9Q: 3 clusters Score -6370398 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -6371385.500000 Penalty: 5224.369629
	Iteration 10Q: 3 clusters Score -6371386 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -6372064.000000 Penalty: 5224.369629
	Iteration 11Q: 3 clusters Score -6372064 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -6372576.500000 Penalty: 5224.369629
	Iteration 12Q: 3 clusters Score -6372576 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -6372938.500000 Penalty: 5224.369629
	Iteration 13Q: 3 clusters Score -6372938 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -6373246.000000 Penalty: 5224.369629
	Iteration 14Q: 3 clusters Score -6373246 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -6373489.000000 Penalty: 5224.369629
	Iteration 15Q: 3 clusters Score -6373489 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -6373700.000000 Penalty: 5224.369629
	Iteration 16Q: 3 clusters Score -6373700 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -6373863.000000 Penalty: 5224.369629
	Iteration 17Q: 3 clusters Score -6373863 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -6373981.500000 Penalty: 5224.369629
	Iteration 18Q: 3 clusters Score -6373982 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -6374078.000000 Penalty: 5224.369629
	Iteration 19Q: 3 clusters Score -6374078 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -6374142.500000 Penalty: 5224.369629
	Iteration 20F: 3 clusters Score -6374142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6374198.000000 Penalty: 5224.369629
	Iteration 21Q: 3 clusters Score -6374198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -6374239.500000 Penalty: 5224.369629
	Iteration 22Q: 3 clusters Score -6374240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -6374296.500000 Penalty: 5224.369629
	Iteration 23Q: 3 clusters Score -6374296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6374393.500000 Penalty: 5224.369629
	Iteration 24Q: 3 clusters Score -6374394 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -6374646.500000 Penalty: 5224.369629
	Iteration 25Q: 3 clusters Score -6374646 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6374987.000000 Penalty: 5224.369629
	Iteration 26Q: 3 clusters Score -6374987 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6375132.500000 Penalty: 5224.369629
	Iteration 27Q: 3 clusters Score -6375132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -6375199.000000 Penalty: 5224.369629
	Iteration 28Q: 3 clusters Score -6375199 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6375235.500000 Penalty: 5224.369629
	Iteration 29Q: 3 clusters Score -6375236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6375240.000000 Penalty: 5224.369629
	Iteration 30Q: 3 clusters Score -6375240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6375243.500000 Penalty: 5224.369629
	Iteration 31Q: 3 clusters Score -6375244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -6375248.000000 Penalty: 5224.369629
	Iteration 32Q: 3 clusters Score -6375248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6375245.500000 Penalty: 5224.369629
	Iteration 33Q: 3 clusters Score -6375246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6375245.500000 Penalty: 5224.369629
	Iteration 34Q: 3 clusters Score -6375246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6375236.500000 Penalty: 5224.369629
	Iteration 35Q: 3 clusters Score -6375236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6375232.500000 Penalty: 5224.369629
	Iteration 36Q: 3 clusters Score -6375232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -6375226.500000 Penalty: 5224.369629
	Iteration 37Q: 3 clusters Score -6375226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6375228.500000 Penalty: 5224.369629
	Iteration 38Q: 3 clusters Score -6375228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6375228.500000 Penalty: 5224.369629
	Iteration 39F: 3 clusters Score -6375228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 59695 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 44100 members 
Mstep: Class 20 contains 34929 members 
Mstep: Class 21 contains 33063 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 57906 members 
Mstep: Class 28 contains 40063 members 
Mstep: Class 29 contains 51445 members 
Mstep: Class 30 contains 45693 members 
Mstep: Class 31 contains 16277 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 4081 members 
Mstep: Class 34 contains 79779 members 
Mstep: Class 35 contains 29966 members 
Mstep: Class 36 contains 34733 members 
Mstep: Class 37 contains 4471 members 
Entering Unmasked Estep 
Score: -196250336.000000 Penalty: 127827.164062
Splitting cluster 21 changes total score from -196027600.000000 to -196250336.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 51931 members 
Mstep: Class 10 contains 65723 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 36804 members 
Mstep: Class 13 contains 51259 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 59695 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 44100 members 
Mstep: Class 20 contains 34929 members 
Mstep: Class 21 contains 33063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196294368.000000 Penalty: 127827.164062
Iteration 39Q: 38 clusters Score -1.962944e+08 nChanged 73490
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 51850 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 12100 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 42038 members 
Mstep: Class 9 contains 53191 members 
Mstep: Class 10 contains 66269 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 40101 members 
Mstep: Class 13 contains 52874 members 
Mstep: Class 14 contains 47763 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 57348 members 
Mstep: Class 18 contains 8947 members 
Mstep: Class 19 contains 47692 members 
Mstep: Class 20 contains 38513 members 
Mstep: Class 21 contains 31337 members 
Mstep: Class 22 contains 43854 members 
Mstep: Class 23 contains 36890 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 38094 members 
Mstep: Class 26 contains 16281 members 
Mstep: Class 27 contains 52205 members 
Mstep: Class 28 contains 39820 members 
Mstep: Class 29 contains 50939 members 
Mstep: Class 30 contains 45440 members 
Mstep: Class 31 contains 16251 members 
Mstep: Class 32 contains 1104 members 
Mstep: Class 33 contains 4026 members 
Mstep: Class 34 contains 77872 members 
Mstep: Class 35 contains 29079 members 
Mstep: Class 36 contains 31441 members 
Mstep: Class 37 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196332160.000000 Penalty: 127827.164062
Iteration 40F: 38 clusters Score -1.963322e+08 nChanged 66258
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 49624 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 42587 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 64374 members 
Mstep: Class 11 contains 8436 members 
Mstep: Class 12 contains 40286 members 
Mstep: Class 13 contains 53416 members 
Mstep: Class 14 contains 51215 members 
Mstep: Class 15 contains 40427 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 52187 members 
Mstep: Class 18 contains 9240 members 
Mstep: Class 19 contains 46036 members 
Mstep: Class 20 contains 39421 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 46373 members 
Mstep: Class 23 contains 35559 members 
Mstep: Class 24 contains 639 members 
Mstep: Class 25 contains 39946 members 
Mstep: Class 26 contains 16669 members 
Mstep: Class 27 contains 50200 members 
Mstep: Class 28 contains 40042 members 
Mstep: Class 29 contains 55635 members 
Mstep: Class 30 contains 49113 members 
Mstep: Class 31 contains 16476 members 
Mstep: Class 32 contains 1132 members 
Mstep: Class 33 contains 4501 members 
Mstep: Class 34 contains 78678 members 
Mstep: Class 35 contains 29967 members 
Mstep: Class 36 contains 31036 members 
Mstep: Class 37 contains 4673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196344880.000000 Penalty: 127827.164062
Iteration 41F: 38 clusters Score -1.963449e+08 nChanged 42722
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 47169 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 12933 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 43467 members 
Mstep: Class 9 contains 46507 members 
Mstep: Class 10 contains 62634 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 40320 members 
Mstep: Class 13 contains 54579 members 
Mstep: Class 14 contains 53261 members 
Mstep: Class 15 contains 40394 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 49059 members 
Mstep: Class 18 contains 9459 members 
Mstep: Class 19 contains 45514 members 
Mstep: Class 20 contains 40432 members 
Mstep: Class 21 contains 25005 members 
Mstep: Class 22 contains 48296 members 
Mstep: Class 23 contains 34418 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 41131 members 
Mstep: Class 26 contains 17002 members 
Mstep: Class 27 contains 48462 members 
Mstep: Class 28 contains 40279 members 
Mstep: Class 29 contains 57718 members 
Mstep: Class 30 contains 52401 members 
Mstep: Class 31 contains 16710 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 4735 members 
Mstep: Class 34 contains 78617 members 
Mstep: Class 35 contains 30771 members 
Mstep: Class 36 contains 30681 members 
Mstep: Class 37 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196351184.000000 Penalty: 127827.164062
Iteration 42Q: 38 clusters Score -1.963512e+08 nChanged 34355
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 45242 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 14767 members 
Mstep: Class 5 contains 13314 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 44447 members 
Mstep: Class 9 contains 44644 members 
Mstep: Class 10 contains 60951 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 40289 members 
Mstep: Class 13 contains 55475 members 
Mstep: Class 14 contains 53932 members 
Mstep: Class 15 contains 40393 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 46986 members 
Mstep: Class 18 contains 9633 members 
Mstep: Class 19 contains 45544 members 
Mstep: Class 20 contains 41453 members 
Mstep: Class 21 contains 23293 members 
Mstep: Class 22 contains 50044 members 
Mstep: Class 23 contains 33555 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 41810 members 
Mstep: Class 26 contains 17181 members 
Mstep: Class 27 contains 46790 members 
Mstep: Class 28 contains 40523 members 
Mstep: Class 29 contains 58838 members 
Mstep: Class 30 contains 55267 members 
Mstep: Class 31 contains 16927 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 4934 members 
Mstep: Class 34 contains 78230 members 
Mstep: Class 35 contains 31483 members 
Mstep: Class 36 contains 30467 members 
Mstep: Class 37 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196354864.000000 Penalty: 127827.164062
Iteration 43Q: 38 clusters Score -1.963549e+08 nChanged 29093
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 43694 members 
Mstep: Class 3 contains 2514 members 
Mstep: Class 4 contains 14921 members 
Mstep: Class 5 contains 13633 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 45361 members 
Mstep: Class 9 contains 43643 members 
Mstep: Class 10 contains 59520 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 40254 members 
Mstep: Class 13 contains 56044 members 
Mstep: Class 14 contains 53880 members 
Mstep: Class 15 contains 40418 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 45584 members 
Mstep: Class 18 contains 9807 members 
Mstep: Class 19 contains 45649 members 
Mstep: Class 20 contains 42507 members 
Mstep: Class 21 contains 22005 members 
Mstep: Class 22 contains 51458 members 
Mstep: Class 23 contains 32934 members 
Mstep: Class 24 contains 602 members 
Mstep: Class 25 contains 42154 members 
Mstep: Class 26 contains 17282 members 
Mstep: Class 27 contains 45316 members 
Mstep: Class 28 contains 40749 members 
Mstep: Class 29 contains 59605 members 
Mstep: Class 30 contains 57348 members 
Mstep: Class 31 contains 17149 members 
Mstep: Class 32 contains 1157 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 77780 members 
Mstep: Class 35 contains 32213 members 
Mstep: Class 36 contains 30352 members 
Mstep: Class 37 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196356928.000000 Penalty: 127827.164062
Iteration 44Q: 38 clusters Score -1.963569e+08 nChanged 25211
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 42592 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 46119 members 
Mstep: Class 9 contains 43121 members 
Mstep: Class 10 contains 58335 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 40221 members 
Mstep: Class 13 contains 56351 members 
Mstep: Class 14 contains 53784 members 
Mstep: Class 15 contains 40421 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44894 members 
Mstep: Class 18 contains 9955 members 
Mstep: Class 19 contains 45773 members 
Mstep: Class 20 contains 43494 members 
Mstep: Class 21 contains 21061 members 
Mstep: Class 22 contains 52302 members 
Mstep: Class 23 contains 32506 members 
Mstep: Class 24 contains 596 members 
Mstep: Class 25 contains 42192 members 
Mstep: Class 26 contains 17345 members 
Mstep: Class 27 contains 44309 members 
Mstep: Class 28 contains 40992 members 
Mstep: Class 29 contains 60215 members 
Mstep: Class 30 contains 58374 members 
Mstep: Class 31 contains 17379 members 
Mstep: Class 32 contains 1164 members 
Mstep: Class 33 contains 5236 members 
Mstep: Class 34 contains 77195 members 
Mstep: Class 35 contains 32913 members 
Mstep: Class 36 contains 30372 members 
Mstep: Class 37 contains 5161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196358592.000000 Penalty: 127827.164062
Iteration 45Q: 38 clusters Score -1.963586e+08 nChanged 22159
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 41803 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 14999 members 
Mstep: Class 5 contains 14156 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 46642 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 57322 members 
Mstep: Class 11 contains 9405 members 
Mstep: Class 12 contains 40046 members 
Mstep: Class 13 contains 56465 members 
Mstep: Class 14 contains 53716 members 
Mstep: Class 15 contains 40372 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44539 members 
Mstep: Class 18 contains 10102 members 
Mstep: Class 19 contains 46010 members 
Mstep: Class 20 contains 44302 members 
Mstep: Class 21 contains 20359 members 
Mstep: Class 22 contains 52904 members 
Mstep: Class 23 contains 32223 members 
Mstep: Class 24 contains 595 members 
Mstep: Class 25 contains 42099 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 43626 members 
Mstep: Class 28 contains 41217 members 
Mstep: Class 29 contains 60727 members 
Mstep: Class 30 contains 58646 members 
Mstep: Class 31 contains 17610 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 5378 members 
Mstep: Class 34 contains 76699 members 
Mstep: Class 35 contains 33536 members 
Mstep: Class 36 contains 30477 members 
Mstep: Class 37 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360480.000000 Penalty: 127827.164062
Iteration 46Q: 38 clusters Score -1.963605e+08 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 41422 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 15019 members 
Mstep: Class 5 contains 14356 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 47012 members 
Mstep: Class 9 contains 43110 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 39834 members 
Mstep: Class 13 contains 56378 members 
Mstep: Class 14 contains 53729 members 
Mstep: Class 15 contains 40356 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44477 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 46181 members 
Mstep: Class 20 contains 44862 members 
Mstep: Class 21 contains 19829 members 
Mstep: Class 22 contains 53084 members 
Mstep: Class 23 contains 32083 members 
Mstep: Class 24 contains 595 members 
Mstep: Class 25 contains 41953 members 
Mstep: Class 26 contains 17442 members 
Mstep: Class 27 contains 43036 members 
Mstep: Class 28 contains 41423 members 
Mstep: Class 29 contains 61284 members 
Mstep: Class 30 contains 58387 members 
Mstep: Class 31 contains 17840 members 
Mstep: Class 32 contains 1177 members 
Mstep: Class 33 contains 5529 members 
Mstep: Class 34 contains 76269 members 
Mstep: Class 35 contains 34186 members 
Mstep: Class 36 contains 30634 members 
Mstep: Class 37 contains 5261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196361792.000000 Penalty: 127827.164062
Iteration 47Q: 38 clusters Score -1.963618e+08 nChanged 18068
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 41208 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 15029 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 9 contains 43546 members 
Mstep: Class 10 contains 55752 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 39584 members 
Mstep: Class 13 contains 56261 members 
Mstep: Class 14 contains 53677 members 
Mstep: Class 15 contains 40416 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44613 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 46364 members 
Mstep: Class 20 contains 45235 members 
Mstep: Class 21 contains 19411 members 
Mstep: Class 22 contains 53015 members 
Mstep: Class 23 contains 32016 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 41766 members 
Mstep: Class 26 contains 17462 members 
Mstep: Class 27 contains 42699 members 
Mstep: Class 28 contains 41625 members 
Mstep: Class 29 contains 61732 members 
Mstep: Class 30 contains 57771 members 
Mstep: Class 31 contains 18031 members 
Mstep: Class 32 contains 1182 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 75836 members 
Mstep: Class 35 contains 34761 members 
Mstep: Class 36 contains 30817 members 
Mstep: Class 37 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196363040.000000 Penalty: 127827.164062
Iteration 48Q: 38 clusters Score -1.96363e+08 nChanged 16542
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 41114 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 14643 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 1670 members 
Mstep: Class 8 contains 47349 members 
Mstep: Class 9 contains 44124 members 
Mstep: Class 10 contains 55103 members 
Mstep: Class 11 contains 9711 members 
Mstep: Class 12 contains 39285 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 53561 members 
Mstep: Class 15 contains 40459 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44959 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 46508 members 
Mstep: Class 20 contains 45442 members 
Mstep: Class 21 contains 19051 members 
Mstep: Class 22 contains 52826 members 
Mstep: Class 23 contains 31996 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 41599 members 
Mstep: Class 26 contains 17496 members 
Mstep: Class 27 contains 42534 members 
Mstep: Class 28 contains 41789 members 
Mstep: Class 29 contains 62107 members 
Mstep: Class 30 contains 57012 members 
Mstep: Class 31 contains 18185 members 
Mstep: Class 32 contains 1187 members 
Mstep: Class 33 contains 5851 members 
Mstep: Class 34 contains 75424 members 
Mstep: Class 35 contains 35388 members 
Mstep: Class 36 contains 31112 members 
Mstep: Class 37 contains 5315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196363840.000000 Penalty: 127827.164062
Iteration 49Q: 38 clusters Score -1.963638e+08 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 41163 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 15013 members 
Mstep: Class 5 contains 14752 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 47359 members 
Mstep: Class 9 contains 44768 members 
Mstep: Class 10 contains 54523 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 38910 members 
Mstep: Class 13 contains 55872 members 
Mstep: Class 14 contains 53320 members 
Mstep: Class 15 contains 40525 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 45365 members 
Mstep: Class 18 contains 10614 members 
Mstep: Class 19 contains 46567 members 
Mstep: Class 20 contains 45552 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 52631 members 
Mstep: Class 23 contains 31969 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 41476 members 
Mstep: Class 26 contains 17540 members 
Mstep: Class 27 contains 42425 members 
Mstep: Class 28 contains 41944 members 
Mstep: Class 29 contains 62445 members 
Mstep: Class 30 contains 56235 members 
Mstep: Class 31 contains 18338 members 
Mstep: Class 32 contains 1190 members 
Mstep: Class 33 contains 5983 members 
Mstep: Class 34 contains 75001 members 
Mstep: Class 35 contains 36026 members 
Mstep: Class 36 contains 31432 members 
Mstep: Class 37 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196364496.000000 Penalty: 127827.164062
Iteration 50Q: 38 clusters Score -1.963645e+08 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 41194 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 14892 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 8 contains 47303 members 
Mstep: Class 9 contains 45440 members 
Mstep: Class 10 contains 53998 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 38495 members 
Mstep: Class 13 contains 55645 members 
Mstep: Class 14 contains 53007 members 
Mstep: Class 15 contains 40546 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 45795 members 
Mstep: Class 18 contains 10738 members 
Mstep: Class 19 contains 46631 members 
Mstep: Class 20 contains 45547 members 
Mstep: Class 21 contains 18558 members 
Mstep: Class 22 contains 52397 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 41388 members 
Mstep: Class 26 contains 17597 members 
Mstep: Class 27 contains 42421 members 
Mstep: Class 28 contains 42096 members 
Mstep: Class 29 contains 62743 members 
Mstep: Class 30 contains 55454 members 
Mstep: Class 31 contains 18517 members 
Mstep: Class 32 contains 1197 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 74648 members 
Mstep: Class 35 contains 36630 members 
Mstep: Class 36 contains 31814 members 
Mstep: Class 37 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196365184.000000 Penalty: 127827.164062
Iteration 51Q: 38 clusters Score -1.963652e+08 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 41270 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 14989 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 9 contains 46064 members 
Mstep: Class 10 contains 53566 members 
Mstep: Class 11 contains 9961 members 
Mstep: Class 12 contains 38034 members 
Mstep: Class 13 contains 55383 members 
Mstep: Class 14 contains 52759 members 
Mstep: Class 15 contains 40524 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 46181 members 
Mstep: Class 18 contains 10848 members 
Mstep: Class 19 contains 46735 members 
Mstep: Class 20 contains 45441 members 
Mstep: Class 21 contains 18413 members 
Mstep: Class 22 contains 52159 members 
Mstep: Class 23 contains 31987 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 41344 members 
Mstep: Class 26 contains 17626 members 
Mstep: Class 27 contains 42456 members 
Mstep: Class 28 contains 42223 members 
Mstep: Class 29 contains 63027 members 
Mstep: Class 30 contains 54681 members 
Mstep: Class 31 contains 18684 members 
Mstep: Class 32 contains 1198 members 
Mstep: Class 33 contains 6254 members 
Mstep: Class 34 contains 74270 members 
Mstep: Class 35 contains 37199 members 
Mstep: Class 36 contains 32264 members 
Mstep: Class 37 contains 5365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196366000.000000 Penalty: 127827.164062
Iteration 52Q: 38 clusters Score -1.96366e+08 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 14915 members 
Mstep: Class 5 contains 15057 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 47048 members 
Mstep: Class 9 contains 46604 members 
Mstep: Class 10 contains 53184 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 37544 members 
Mstep: Class 13 contains 55122 members 
Mstep: Class 14 contains 52571 members 
Mstep: Class 15 contains 40509 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 46575 members 
Mstep: Class 18 contains 10943 members 
Mstep: Class 19 contains 46821 members 
Mstep: Class 20 contains 45141 members 
Mstep: Class 21 contains 18312 members 
Mstep: Class 22 contains 51908 members 
Mstep: Class 23 contains 32042 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 41456 members 
Mstep: Class 26 contains 17668 members 
Mstep: Class 27 contains 42564 members 
Mstep: Class 28 contains 42329 members 
Mstep: Class 29 contains 63261 members 
Mstep: Class 30 contains 53940 members 
Mstep: Class 31 contains 18851 members 
Mstep: Class 32 contains 1203 members 
Mstep: Class 33 contains 6400 members 
Mstep: Class 34 contains 73888 members 
Mstep: Class 35 contains 37767 members 
Mstep: Class 36 contains 32750 members 
Mstep: Class 37 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196367376.000000 Penalty: 127827.164062
Iteration 53Q: 38 clusters Score -1.963674e+08 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 41434 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 14899 members 
Mstep: Class 5 contains 15121 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 46855 members 
Mstep: Class 9 contains 47073 members 
Mstep: Class 10 contains 52883 members 
Mstep: Class 11 contains 10081 members 
Mstep: Class 12 contains 37026 members 
Mstep: Class 13 contains 54888 members 
Mstep: Class 14 contains 52382 members 
Mstep: Class 15 contains 40490 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 46916 members 
Mstep: Class 18 contains 11021 members 
Mstep: Class 19 contains 46923 members 
Mstep: Class 20 contains 44793 members 
Mstep: Class 21 contains 18230 members 
Mstep: Class 22 contains 51675 members 
Mstep: Class 23 contains 32091 members 
Mstep: Class 24 contains 592 members 
Mstep: Class 25 contains 41536 members 
Mstep: Class 26 contains 17748 members 
Mstep: Class 27 contains 42692 members 
Mstep: Class 28 contains 42439 members 
Mstep: Class 29 contains 63413 members 
Mstep: Class 30 contains 53271 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 1205 members 
Mstep: Class 33 contains 6538 members 
Mstep: Class 34 contains 73564 members 
Mstep: Class 35 contains 38342 members 
Mstep: Class 36 contains 33285 members 
Mstep: Class 37 contains 5375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196368192.000000 Penalty: 127827.164062
Iteration 54Q: 38 clusters Score -1.963682e+08 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 41465 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 14906 members 
Mstep: Class 5 contains 15190 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 8 contains 46650 members 
Mstep: Class 9 contains 47407 members 
Mstep: Class 10 contains 52624 members 
Mstep: Class 11 contains 10121 members 
Mstep: Class 12 contains 36427 members 
Mstep: Class 13 contains 54623 members 
Mstep: Class 14 contains 52211 members 
Mstep: Class 15 contains 40456 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47134 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 46974 members 
Mstep: Class 20 contains 44394 members 
Mstep: Class 21 contains 18177 members 
Mstep: Class 22 contains 51541 members 
Mstep: Class 23 contains 32180 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 41670 members 
Mstep: Class 26 contains 17842 members 
Mstep: Class 27 contains 42849 members 
Mstep: Class 28 contains 42569 members 
Mstep: Class 29 contains 63545 members 
Mstep: Class 30 contains 52695 members 
Mstep: Class 31 contains 19191 members 
Mstep: Class 32 contains 1207 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 73277 members 
Mstep: Class 35 contains 38916 members 
Mstep: Class 36 contains 33865 members 
Mstep: Class 37 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196370048.000000 Penalty: 127827.164062
Iteration 55Q: 38 clusters Score -1.9637e+08 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 41447 members 
Mstep: Class 3 contains 2231 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 15241 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 46448 members 
Mstep: Class 9 contains 47609 members 
Mstep: Class 10 contains 52402 members 
Mstep: Class 11 contains 10164 members 
Mstep: Class 12 contains 35857 members 
Mstep: Class 13 contains 54333 members 
Mstep: Class 14 contains 52062 members 
Mstep: Class 15 contains 40431 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47307 members 
Mstep: Class 18 contains 11149 members 
Mstep: Class 19 contains 47043 members 
Mstep: Class 20 contains 43901 members 
Mstep: Class 21 contains 18119 members 
Mstep: Class 22 contains 51441 members 
Mstep: Class 23 contains 32244 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 41781 members 
Mstep: Class 26 contains 17956 members 
Mstep: Class 27 contains 43011 members 
Mstep: Class 28 contains 42677 members 
Mstep: Class 29 contains 63662 members 
Mstep: Class 30 contains 52252 members 
Mstep: Class 31 contains 19344 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 6800 members 
Mstep: Class 34 contains 73011 members 
Mstep: Class 35 contains 39472 members 
Mstep: Class 36 contains 34620 members 
Mstep: Class 37 contains 5391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196371664.000000 Penalty: 127827.164062
Iteration 56Q: 38 clusters Score -1.963717e+08 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 41409 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 15280 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 46228 members 
Mstep: Class 9 contains 47721 members 
Mstep: Class 10 contains 52203 members 
Mstep: Class 11 contains 10209 members 
Mstep: Class 12 contains 35289 members 
Mstep: Class 13 contains 54044 members 
Mstep: Class 14 contains 51952 members 
Mstep: Class 15 contains 40408 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47446 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 47129 members 
Mstep: Class 20 contains 43441 members 
Mstep: Class 21 contains 18074 members 
Mstep: Class 22 contains 51420 members 
Mstep: Class 23 contains 32286 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 41910 members 
Mstep: Class 26 contains 18056 members 
Mstep: Class 27 contains 43172 members 
Mstep: Class 28 contains 42757 members 
Mstep: Class 29 contains 63766 members 
Mstep: Class 30 contains 51827 members 
Mstep: Class 31 contains 19469 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 6923 members 
Mstep: Class 34 contains 72760 members 
Mstep: Class 35 contains 40003 members 
Mstep: Class 36 contains 35441 members 
Mstep: Class 37 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196372752.000000 Penalty: 127827.164062
Iteration 57Q: 38 clusters Score -1.963728e+08 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 41318 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 15319 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 1596 members 
Mstep: Class 8 contains 46086 members 
Mstep: Class 9 contains 47733 members 
Mstep: Class 10 contains 52057 members 
Mstep: Class 11 contains 10240 members 
Mstep: Class 12 contains 34712 members 
Mstep: Class 13 contains 53778 members 
Mstep: Class 14 contains 51834 members 
Mstep: Class 15 contains 40339 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47553 members 
Mstep: Class 18 contains 11262 members 
Mstep: Class 19 contains 47222 members 
Mstep: Class 20 contains 42979 members 
Mstep: Class 21 contains 18028 members 
Mstep: Class 22 contains 51408 members 
Mstep: Class 23 contains 32352 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 42018 members 
Mstep: Class 26 contains 18151 members 
Mstep: Class 27 contains 43291 members 
Mstep: Class 28 contains 42805 members 
Mstep: Class 29 contains 63863 members 
Mstep: Class 30 contains 51560 members 
Mstep: Class 31 contains 19596 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 7041 members 
Mstep: Class 34 contains 72548 members 
Mstep: Class 35 contains 40513 members 
Mstep: Class 36 contains 36285 members 
Mstep: Class 37 contains 5378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196374608.000000 Penalty: 127827.164062
Iteration 58Q: 38 clusters Score -1.963746e+08 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 41202 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 15360 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 45980 members 
Mstep: Class 9 contains 47681 members 
Mstep: Class 10 contains 51920 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 12 contains 34132 members 
Mstep: Class 13 contains 53515 members 
Mstep: Class 14 contains 51785 members 
Mstep: Class 15 contains 40247 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47576 members 
Mstep: Class 18 contains 11304 members 
Mstep: Class 19 contains 47312 members 
Mstep: Class 20 contains 42487 members 
Mstep: Class 21 contains 17987 members 
Mstep: Class 22 contains 51374 members 
Mstep: Class 23 contains 32423 members 
Mstep: Class 24 contains 584 members 
Mstep: Class 25 contains 42178 members 
Mstep: Class 26 contains 18260 members 
Mstep: Class 27 contains 43427 members 
Mstep: Class 28 contains 42860 members 
Mstep: Class 29 contains 63895 members 
Mstep: Class 30 contains 51319 members 
Mstep: Class 31 contains 19725 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 7158 members 
Mstep: Class 34 contains 72334 members 
Mstep: Class 35 contains 41041 members 
Mstep: Class 36 contains 37161 members 
Mstep: Class 37 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375536.000000 Penalty: 127827.164062
Iteration 59Q: 38 clusters Score -1.963755e+08 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 41060 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 14892 members 
Mstep: Class 5 contains 15407 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 1576 members 
Mstep: Class 8 contains 45871 members 
Mstep: Class 9 contains 47585 members 
Mstep: Class 10 contains 51810 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 33566 members 
Mstep: Class 13 contains 53299 members 
Mstep: Class 14 contains 51772 members 
Mstep: Class 15 contains 40172 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47619 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 47419 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 21 contains 17951 members 
Mstep: Class 22 contains 51345 members 
Mstep: Class 23 contains 32490 members 
Mstep: Class 24 contains 582 members 
Mstep: Class 25 contains 42323 members 
Mstep: Class 26 contains 18348 members 
Mstep: Class 27 contains 43522 members 
Mstep: Class 28 contains 42913 members 
Mstep: Class 29 contains 63889 members 
Mstep: Class 30 contains 51155 members 
Mstep: Class 31 contains 19845 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 7261 members 
Mstep: Class 34 contains 72136 members 
Mstep: Class 35 contains 41523 members 
Mstep: Class 36 contains 38005 members 
Mstep: Class 37 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196376720.000000 Penalty: 127827.164062
Iteration 60F: 38 clusters Score -1.963767e+08 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 40900 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 15461 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 45731 members 
Mstep: Class 9 contains 47454 members 
Mstep: Class 10 contains 51713 members 
Mstep: Class 11 contains 10315 members 
Mstep: Class 12 contains 32965 members 
Mstep: Class 13 contains 53101 members 
Mstep: Class 14 contains 51561 members 
Mstep: Class 15 contains 40091 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47594 members 
Mstep: Class 18 contains 11372 members 
Mstep: Class 19 contains 47572 members 
Mstep: Class 20 contains 42175 members 
Mstep: Class 21 contains 17930 members 
Mstep: Class 22 contains 51289 members 
Mstep: Class 23 contains 32521 members 
Mstep: Class 24 contains 579 members 
Mstep: Class 25 contains 42328 members 
Mstep: Class 26 contains 18414 members 
Mstep: Class 27 contains 43551 members 
Mstep: Class 28 contains 42952 members 
Mstep: Class 29 contains 63871 members 
Mstep: Class 30 contains 51019 members 
Mstep: Class 31 contains 19984 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 7345 members 
Mstep: Class 34 contains 71955 members 
Mstep: Class 35 contains 41961 members 
Mstep: Class 36 contains 38822 members 
Mstep: Class 37 contains 5365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196378576.000000 Penalty: 127827.164062
Iteration 61Q: 38 clusters Score -1.963786e+08 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 40682 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 14863 members 
Mstep: Class 5 contains 15501 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 45670 members 
Mstep: Class 9 contains 47309 members 
Mstep: Class 10 contains 51640 members 
Mstep: Class 11 contains 10340 members 
Mstep: Class 12 contains 32416 members 
Mstep: Class 13 contains 52921 members 
Mstep: Class 14 contains 51355 members 
Mstep: Class 15 contains 40006 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 47600 members 
Mstep: Class 18 contains 11411 members 
Mstep: Class 19 contains 47714 members 
Mstep: Class 20 contains 42160 members 
Mstep: Class 21 contains 17899 members 
Mstep: Class 22 contains 51252 members 
Mstep: Class 23 contains 32561 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 42362 members 
Mstep: Class 26 contains 18479 members 
Mstep: Class 27 contains 43580 members 
Mstep: Class 28 contains 42969 members 
Mstep: Class 29 contains 63807 members 
Mstep: Class 30 contains 50949 members 
Mstep: Class 31 contains 20115 members 
Mstep: Class 32 contains 1222 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 71836 members 
Mstep: Class 35 contains 42431 members 
Mstep: Class 36 contains 39629 members 
Mstep: Class 37 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196379376.000000 Penalty: 127827.164062
Iteration 62Q: 38 clusters Score -1.963794e+08 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 40502 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 14852 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 45614 members 
Mstep: Class 9 contains 47195 members 
Mstep: Class 10 contains 51552 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 12 contains 31883 members 
Mstep: Class 13 contains 52754 members 
Mstep: Class 14 contains 51186 members 
Mstep: Class 15 contains 39889 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 47599 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 47884 members 
Mstep: Class 20 contains 42131 members 
Mstep: Class 21 contains 17843 members 
Mstep: Class 22 contains 51266 members 
Mstep: Class 23 contains 32621 members 
Mstep: Class 24 contains 565 members 
Mstep: Class 25 contains 42366 members 
Mstep: Class 26 contains 18539 members 
Mstep: Class 27 contains 43599 members 
Mstep: Class 28 contains 42977 members 
Mstep: Class 29 contains 63711 members 
Mstep: Class 30 contains 50860 members 
Mstep: Class 31 contains 20235 members 
Mstep: Class 32 contains 1225 members 
Mstep: Class 33 contains 7536 members 
Mstep: Class 34 contains 71686 members 
Mstep: Class 35 contains 42858 members 
Mstep: Class 36 contains 40399 members 
Mstep: Class 37 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196380112.000000 Penalty: 127827.164062
Iteration 63Q: 38 clusters Score -1.963801e+08 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 40296 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 14852 members 
Mstep: Class 5 contains 15679 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 8 contains 45596 members 
Mstep: Class 9 contains 47060 members 
Mstep: Class 10 contains 51463 members 
Mstep: Class 11 contains 10373 members 
Mstep: Class 12 contains 31318 members 
Mstep: Class 13 contains 52618 members 
Mstep: Class 14 contains 51060 members 
Mstep: Class 15 contains 39763 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 47604 members 
Mstep: Class 18 contains 11478 members 
Mstep: Class 19 contains 48010 members 
Mstep: Class 20 contains 42076 members 
Mstep: Class 21 contains 17841 members 
Mstep: Class 22 contains 51241 members 
Mstep: Class 23 contains 32642 members 
Mstep: Class 24 contains 564 members 
Mstep: Class 25 contains 42366 members 
Mstep: Class 26 contains 18619 members 
Mstep: Class 27 contains 43619 members 
Mstep: Class 28 contains 42981 members 
Mstep: Class 29 contains 63589 members 
Mstep: Class 30 contains 50785 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 7655 members 
Mstep: Class 34 contains 71539 members 
Mstep: Class 35 contains 43328 members 
Mstep: Class 36 contains 41153 members 
Mstep: Class 37 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196380896.000000 Penalty: 127827.164062
Iteration 64Q: 38 clusters Score -1.963809e+08 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 40096 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 15839 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 45569 members 
Mstep: Class 9 contains 46936 members 
Mstep: Class 10 contains 51371 members 
Mstep: Class 11 contains 10388 members 
Mstep: Class 12 contains 30779 members 
Mstep: Class 13 contains 52515 members 
Mstep: Class 14 contains 50967 members 
Mstep: Class 15 contains 39667 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 47553 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 48228 members 
Mstep: Class 20 contains 41898 members 
Mstep: Class 21 contains 17818 members 
Mstep: Class 22 contains 51311 members 
Mstep: Class 23 contains 32585 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 42400 members 
Mstep: Class 26 contains 18667 members 
Mstep: Class 27 contains 43658 members 
Mstep: Class 28 contains 42995 members 
Mstep: Class 29 contains 63415 members 
Mstep: Class 30 contains 50703 members 
Mstep: Class 31 contains 20452 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 71388 members 
Mstep: Class 35 contains 43754 members 
Mstep: Class 36 contains 41923 members 
Mstep: Class 37 contains 5352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196381696.000000 Penalty: 127827.164062
Iteration 65Q: 38 clusters Score -1.963817e+08 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 39875 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 14831 members 
Mstep: Class 5 contains 16084 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 45605 members 
Mstep: Class 9 contains 46818 members 
Mstep: Class 10 contains 51311 members 
Mstep: Class 11 contains 10392 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 52380 members 
Mstep: Class 14 contains 50867 members 
Mstep: Class 15 contains 39578 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47548 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 48417 members 
Mstep: Class 20 contains 41684 members 
Mstep: Class 21 contains 17770 members 
Mstep: Class 22 contains 51370 members 
Mstep: Class 23 contains 32462 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 42463 members 
Mstep: Class 26 contains 18702 members 
Mstep: Class 27 contains 43678 members 
Mstep: Class 28 contains 42983 members 
Mstep: Class 29 contains 63261 members 
Mstep: Class 30 contains 50647 members 
Mstep: Class 31 contains 20544 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 7856 members 
Mstep: Class 34 contains 71259 members 
Mstep: Class 35 contains 44170 members 
Mstep: Class 36 contains 42630 members 
Mstep: Class 37 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196383312.000000 Penalty: 127827.164062
Iteration 66Q: 38 clusters Score -1.963833e+08 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 39691 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 14825 members 
Mstep: Class 5 contains 16553 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 1518 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 46705 members 
Mstep: Class 10 contains 51249 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 29842 members 
Mstep: Class 13 contains 52259 members 
Mstep: Class 14 contains 50841 members 
Mstep: Class 15 contains 39461 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 47537 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 48544 members 
Mstep: Class 20 contains 41394 members 
Mstep: Class 21 contains 17694 members 
Mstep: Class 22 contains 51460 members 
Mstep: Class 23 contains 32244 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 42534 members 
Mstep: Class 26 contains 18742 members 
Mstep: Class 27 contains 43682 members 
Mstep: Class 28 contains 42961 members 
Mstep: Class 29 contains 63113 members 
Mstep: Class 30 contains 50553 members 
Mstep: Class 31 contains 20631 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 7938 members 
Mstep: Class 34 contains 71197 members 
Mstep: Class 35 contains 44538 members 
Mstep: Class 36 contains 43260 members 
Mstep: Class 37 contains 5344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385184.000000 Penalty: 127827.164062
Iteration 67Q: 38 clusters Score -1.963852e+08 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 39549 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 14804 members 
Mstep: Class 5 contains 17150 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 45694 members 
Mstep: Class 9 contains 46604 members 
Mstep: Class 10 contains 51187 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 29421 members 
Mstep: Class 13 contains 52103 members 
Mstep: Class 14 contains 50894 members 
Mstep: Class 15 contains 39386 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 47492 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 48682 members 
Mstep: Class 20 contains 41074 members 
Mstep: Class 21 contains 17652 members 
Mstep: Class 22 contains 51546 members 
Mstep: Class 23 contains 31966 members 
Mstep: Class 24 contains 554 members 
Mstep: Class 25 contains 42622 members 
Mstep: Class 26 contains 18798 members 
Mstep: Class 27 contains 43720 members 
Mstep: Class 28 contains 42941 members 
Mstep: Class 29 contains 62978 members 
Mstep: Class 30 contains 50434 members 
Mstep: Class 31 contains 20721 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 8030 members 
Mstep: Class 34 contains 71112 members 
Mstep: Class 35 contains 44845 members 
Mstep: Class 36 contains 43688 members 
Mstep: Class 37 contains 5338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388560.000000 Penalty: 127827.164062
Iteration 68Q: 38 clusters Score -1.963886e+08 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 39460 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 14794 members 
Mstep: Class 5 contains 17702 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 45746 members 
Mstep: Class 9 contains 46490 members 
Mstep: Class 10 contains 51125 members 
Mstep: Class 11 contains 10436 members 
Mstep: Class 12 contains 29013 members 
Mstep: Class 13 contains 51945 members 
Mstep: Class 14 contains 50926 members 
Mstep: Class 15 contains 39319 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 47490 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 40714 members 
Mstep: Class 21 contains 17621 members 
Mstep: Class 22 contains 51630 members 
Mstep: Class 23 contains 31793 members 
Mstep: Class 24 contains 554 members 
Mstep: Class 25 contains 42731 members 
Mstep: Class 26 contains 18874 members 
Mstep: Class 27 contains 43797 members 
Mstep: Class 28 contains 42942 members 
Mstep: Class 29 contains 62839 members 
Mstep: Class 30 contains 50349 members 
Mstep: Class 31 contains 20820 members 
Mstep: Class 32 contains 1256 members 
Mstep: Class 33 contains 8114 members 
Mstep: Class 34 contains 71003 members 
Mstep: Class 35 contains 45078 members 
Mstep: Class 36 contains 43926 members 
Mstep: Class 37 contains 5330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196390832.000000 Penalty: 127827.164062
Iteration 69Q: 38 clusters Score -1.963908e+08 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 14796 members 
Mstep: Class 5 contains 18092 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 45771 members 
Mstep: Class 9 contains 46421 members 
Mstep: Class 10 contains 51077 members 
Mstep: Class 11 contains 10455 members 
Mstep: Class 12 contains 28638 members 
Mstep: Class 13 contains 51815 members 
Mstep: Class 14 contains 50974 members 
Mstep: Class 15 contains 39227 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47484 members 
Mstep: Class 18 contains 11558 members 
Mstep: Class 19 contains 48992 members 
Mstep: Class 20 contains 40406 members 
Mstep: Class 21 contains 17591 members 
Mstep: Class 22 contains 51721 members 
Mstep: Class 23 contains 31826 members 
Mstep: Class 24 contains 553 members 
Mstep: Class 25 contains 42890 members 
Mstep: Class 26 contains 18948 members 
Mstep: Class 27 contains 43852 members 
Mstep: Class 28 contains 42931 members 
Mstep: Class 29 contains 62675 members 
Mstep: Class 30 contains 50286 members 
Mstep: Class 31 contains 20947 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 8201 members 
Mstep: Class 34 contains 70901 members 
Mstep: Class 35 contains 45245 members 
Mstep: Class 36 contains 43997 members 
Mstep: Class 37 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196392192.000000 Penalty: 127827.164062
Iteration 70Q: 38 clusters Score -1.963922e+08 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 39268 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 14807 members 
Mstep: Class 5 contains 18331 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 45816 members 
Mstep: Class 9 contains 46391 members 
Mstep: Class 10 contains 51023 members 
Mstep: Class 11 contains 10465 members 
Mstep: Class 12 contains 28272 members 
Mstep: Class 13 contains 51681 members 
Mstep: Class 14 contains 51023 members 
Mstep: Class 15 contains 39151 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47513 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 19 contains 49090 members 
Mstep: Class 20 contains 40150 members 
Mstep: Class 21 contains 17572 members 
Mstep: Class 22 contains 51765 members 
Mstep: Class 23 contains 31921 members 
Mstep: Class 24 contains 552 members 
Mstep: Class 25 contains 43022 members 
Mstep: Class 26 contains 19015 members 
Mstep: Class 27 contains 43930 members 
Mstep: Class 28 contains 42934 members 
Mstep: Class 29 contains 62495 members 
Mstep: Class 30 contains 50228 members 
Mstep: Class 31 contains 21061 members 
Mstep: Class 32 contains 1275 members 
Mstep: Class 33 contains 8290 members 
Mstep: Class 34 contains 70807 members 
Mstep: Class 35 contains 45383 members 
Mstep: Class 36 contains 44090 members 
Mstep: Class 37 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393648.000000 Penalty: 127827.164062
Iteration 71Q: 38 clusters Score -1.963936e+08 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 39245 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 18470 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 45812 members 
Mstep: Class 9 contains 46329 members 
Mstep: Class 10 contains 50968 members 
Mstep: Class 11 contains 10486 members 
Mstep: Class 12 contains 27953 members 
Mstep: Class 13 contains 51600 members 
Mstep: Class 14 contains 51032 members 
Mstep: Class 15 contains 39068 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47536 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 49164 members 
Mstep: Class 20 contains 39979 members 
Mstep: Class 21 contains 17541 members 
Mstep: Class 22 contains 51834 members 
Mstep: Class 23 contains 32154 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 43163 members 
Mstep: Class 26 contains 19097 members 
Mstep: Class 27 contains 44012 members 
Mstep: Class 28 contains 42952 members 
Mstep: Class 29 contains 62323 members 
Mstep: Class 30 contains 50211 members 
Mstep: Class 31 contains 21170 members 
Mstep: Class 32 contains 1292 members 
Mstep: Class 33 contains 8376 members 
Mstep: Class 34 contains 70699 members 
Mstep: Class 35 contains 45483 members 
Mstep: Class 36 contains 44012 members 
Mstep: Class 37 contains 5309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394992.000000 Penalty: 127827.164062
Iteration 72Q: 38 clusters Score -1.96395e+08 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 39251 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 14819 members 
Mstep: Class 5 contains 18546 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 8 contains 45770 members 
Mstep: Class 9 contains 46287 members 
Mstep: Class 10 contains 50913 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 27655 members 
Mstep: Class 13 contains 51530 members 
Mstep: Class 14 contains 51070 members 
Mstep: Class 15 contains 38986 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47590 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 49162 members 
Mstep: Class 20 contains 39899 members 
Mstep: Class 21 contains 17507 members 
Mstep: Class 22 contains 51888 members 
Mstep: Class 23 contains 32441 members 
Mstep: Class 24 contains 550 members 
Mstep: Class 25 contains 43304 members 
Mstep: Class 26 contains 19152 members 
Mstep: Class 27 contains 44089 members 
Mstep: Class 28 contains 42961 members 
Mstep: Class 29 contains 62187 members 
Mstep: Class 30 contains 50165 members 
Mstep: Class 31 contains 21270 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 70558 members 
Mstep: Class 35 contains 45613 members 
Mstep: Class 36 contains 43877 members 
Mstep: Class 37 contains 5309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395360.000000 Penalty: 127827.164062
Iteration 73Q: 38 clusters Score -1.963954e+08 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 39260 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 14824 members 
Mstep: Class 5 contains 18536 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 1486 members 
Mstep: Class 8 contains 45725 members 
Mstep: Class 9 contains 46282 members 
Mstep: Class 10 contains 50862 members 
Mstep: Class 11 contains 10513 members 
Mstep: Class 12 contains 27362 members 
Mstep: Class 13 contains 51465 members 
Mstep: Class 14 contains 51116 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47643 members 
Mstep: Class 18 contains 11613 members 
Mstep: Class 19 contains 49142 members 
Mstep: Class 20 contains 39923 members 
Mstep: Class 21 contains 17482 members 
Mstep: Class 22 contains 51896 members 
Mstep: Class 23 contains 32756 members 
Mstep: Class 24 contains 549 members 
Mstep: Class 25 contains 43448 members 
Mstep: Class 26 contains 19204 members 
Mstep: Class 27 contains 44112 members 
Mstep: Class 28 contains 42969 members 
Mstep: Class 29 contains 62080 members 
Mstep: Class 30 contains 50124 members 
Mstep: Class 31 contains 21385 members 
Mstep: Class 32 contains 1309 members 
Mstep: Class 33 contains 8597 members 
Mstep: Class 34 contains 70437 members 
Mstep: Class 35 contains 45727 members 
Mstep: Class 36 contains 43710 members 
Mstep: Class 37 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395888.000000 Penalty: 127827.164062
Iteration 74Q: 38 clusters Score -1.963959e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 39287 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 14833 members 
Mstep: Class 5 contains 18519 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 45681 members 
Mstep: Class 9 contains 46282 members 
Mstep: Class 10 contains 50808 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 27108 members 
Mstep: Class 13 contains 51413 members 
Mstep: Class 14 contains 51151 members 
Mstep: Class 15 contains 38790 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47729 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 49116 members 
Mstep: Class 20 contains 40001 members 
Mstep: Class 21 contains 17457 members 
Mstep: Class 22 contains 51907 members 
Mstep: Class 23 contains 33079 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 43562 members 
Mstep: Class 26 contains 19285 members 
Mstep: Class 27 contains 44120 members 
Mstep: Class 28 contains 42982 members 
Mstep: Class 29 contains 61972 members 
Mstep: Class 30 contains 50060 members 
Mstep: Class 31 contains 21498 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 8701 members 
Mstep: Class 34 contains 70340 members 
Mstep: Class 35 contains 45789 members 
Mstep: Class 36 contains 43489 members 
Mstep: Class 37 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395952.000000 Penalty: 127827.164062
Iteration 75Q: 38 clusters Score -1.96396e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 45602 members 
Mstep: Class 9 contains 46303 members 
Mstep: Class 10 contains 50756 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 26890 members 
Mstep: Class 13 contains 51391 members 
Mstep: Class 14 contains 51177 members 
Mstep: Class 15 contains 38702 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47820 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 49088 members 
Mstep: Class 20 contains 40070 members 
Mstep: Class 21 contains 17451 members 
Mstep: Class 22 contains 51931 members 
Mstep: Class 23 contains 33390 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 43656 members 
Mstep: Class 26 contains 19353 members 
Mstep: Class 27 contains 44158 members 
Mstep: Class 28 contains 42974 members 
Mstep: Class 29 contains 61834 members 
Mstep: Class 30 contains 49990 members 
Mstep: Class 31 contains 21601 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 8778 members 
Mstep: Class 34 contains 70255 members 
Mstep: Class 35 contains 45857 members 
Mstep: Class 36 contains 43250 members 
Mstep: Class 37 contains 5293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396048.000000 Penalty: 127827.164062
Iteration 76Q: 38 clusters Score -1.96396e+08 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 39370 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 45507 members 
Mstep: Class 9 contains 46312 members 
Mstep: Class 10 contains 50713 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 26675 members 
Mstep: Class 13 contains 51348 members 
Mstep: Class 14 contains 51232 members 
Mstep: Class 15 contains 38607 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47919 members 
Mstep: Class 18 contains 11650 members 
Mstep: Class 19 contains 49096 members 
Mstep: Class 20 contains 40138 members 
Mstep: Class 21 contains 17428 members 
Mstep: Class 22 contains 51891 members 
Mstep: Class 23 contains 33682 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 43786 members 
Mstep: Class 26 contains 19441 members 
Mstep: Class 27 contains 44153 members 
Mstep: Class 28 contains 42978 members 
Mstep: Class 29 contains 61712 members 
Mstep: Class 30 contains 49947 members 
Mstep: Class 31 contains 21733 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 8861 members 
Mstep: Class 34 contains 70162 members 
Mstep: Class 35 contains 45917 members 
Mstep: Class 36 contains 43027 members 
Mstep: Class 37 contains 5288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396160.000000 Penalty: 127827.164062
Iteration 77Q: 38 clusters Score -1.963962e+08 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 39429 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 14848 members 
Mstep: Class 5 contains 18396 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 45408 members 
Mstep: Class 9 contains 46332 members 
Mstep: Class 10 contains 50675 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 26494 members 
Mstep: Class 13 contains 51283 members 
Mstep: Class 14 contains 51288 members 
Mstep: Class 15 contains 38492 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48005 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 49140 members 
Mstep: Class 20 contains 40169 members 
Mstep: Class 21 contains 17414 members 
Mstep: Class 22 contains 51871 members 
Mstep: Class 23 contains 33976 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 43908 members 
Mstep: Class 26 contains 19512 members 
Mstep: Class 27 contains 44146 members 
Mstep: Class 28 contains 42977 members 
Mstep: Class 29 contains 61591 members 
Mstep: Class 30 contains 49927 members 
Mstep: Class 31 contains 21868 members 
Mstep: Class 32 contains 1324 members 
Mstep: Class 33 contains 8933 members 
Mstep: Class 34 contains 70096 members 
Mstep: Class 35 contains 45984 members 
Mstep: Class 36 contains 42761 members 
Mstep: Class 37 contains 5282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396608.000000 Penalty: 127827.164062
Iteration 78Q: 38 clusters Score -1.963966e+08 nChanged 5701
Entering ConstructFrom: 
Score: -196396608.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Entering Unmasked Estep 
Score: -2145726.750000 Penalty: 2331.110107
	Iteration 0F: 2 clusters Score -2145727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2136773.750000 Penalty: 4662.220215
	Iteration 0F: 3 clusters Score -2136774 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2139517.500000 Penalty: 4662.220215
	Iteration 1F: 3 clusters Score -2139518 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2139999.250000 Penalty: 4662.220215
	Iteration 2F: 3 clusters Score -2139999 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2140436.750000 Penalty: 4662.220215
	Iteration 3F: 3 clusters Score -2140437 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2140756.250000 Penalty: 4662.220215
	Iteration 4F: 3 clusters Score -2140756 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2141084.000000 Penalty: 4662.220215
	Iteration 5Q: 3 clusters Score -2141084 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2141418.250000 Penalty: 4662.220215
	Iteration 6Q: 3 clusters Score -2141418 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2141710.000000 Penalty: 4662.220215
	Iteration 7Q: 3 clusters Score -2141710 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2141976.500000 Penalty: 4662.220215
	Iteration 8Q: 3 clusters Score -2141976 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2142211.000000 Penalty: 4662.220215
	Iteration 9Q: 3 clusters Score -2142211 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2142414.500000 Penalty: 4662.220215
	Iteration 10Q: 3 clusters Score -2142414 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2142550.750000 Penalty: 4662.220215
	Iteration 11Q: 3 clusters Score -2142551 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2142634.500000 Penalty: 4662.220215
	Iteration 12Q: 3 clusters Score -2142634 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2142681.000000 Penalty: 4662.220215
	Iteration 13Q: 3 clusters Score -2142681 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2142703.500000 Penalty: 4662.220215
	Iteration 14Q: 3 clusters Score -2142704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2142730.500000 Penalty: 4662.220215
	Iteration 15Q: 3 clusters Score -2142730 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2142752.500000 Penalty: 4662.220215
	Iteration 16Q: 3 clusters Score -2142752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2142765.250000 Penalty: 4662.220215
	Iteration 17Q: 3 clusters Score -2142765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2142787.000000 Penalty: 4662.220215
	Iteration 18Q: 3 clusters Score -2142787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2142804.000000 Penalty: 4662.220215
	Iteration 19Q: 3 clusters Score -2142804 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2142826.250000 Penalty: 4662.220215
	Iteration 20F: 3 clusters Score -2142826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2142857.000000 Penalty: 4662.220215
	Iteration 21Q: 3 clusters Score -2142857 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2142884.750000 Penalty: 4662.220215
	Iteration 22Q: 3 clusters Score -2142885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2142905.250000 Penalty: 4662.220215
	Iteration 23Q: 3 clusters Score -2142905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2142939.750000 Penalty: 4662.220215
	Iteration 24Q: 3 clusters Score -2142940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2142973.000000 Penalty: 4662.220215
	Iteration 25Q: 3 clusters Score -2142973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2143010.750000 Penalty: 4662.220215
	Iteration 26Q: 3 clusters Score -2143011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2143062.000000 Penalty: 4662.220215
	Iteration 27Q: 3 clusters Score -2143062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2143119.000000 Penalty: 4662.220215
	Iteration 28Q: 3 clusters Score -2143119 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2143165.250000 Penalty: 4662.220215
	Iteration 29Q: 3 clusters Score -2143165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2143217.750000 Penalty: 4662.220215
	Iteration 30Q: 3 clusters Score -2143218 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2143263.750000 Penalty: 4662.220215
	Iteration 31Q: 3 clusters Score -2143264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2143296.000000 Penalty: 4662.220215
	Iteration 32Q: 3 clusters Score -2143296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2143335.250000 Penalty: 4662.220215
	Iteration 33Q: 3 clusters Score -2143335 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2143358.750000 Penalty: 4662.220215
	Iteration 34Q: 3 clusters Score -2143359 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2143375.000000 Penalty: 4662.220215
	Iteration 35Q: 3 clusters Score -2143375 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2143399.750000 Penalty: 4662.220215
	Iteration 36Q: 3 clusters Score -2143400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2143425.250000 Penalty: 4662.220215
	Iteration 37Q: 3 clusters Score -2143425 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2143451.000000 Penalty: 4662.220215
	Iteration 38Q: 3 clusters Score -2143451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2143468.250000 Penalty: 4662.220215
	Iteration 39Q: 3 clusters Score -2143468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2143492.250000 Penalty: 4662.220215
	Iteration 40F: 3 clusters Score -2143492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2143504.250000 Penalty: 4662.220215
	Iteration 41Q: 3 clusters Score -2143504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2143517.750000 Penalty: 4662.220215
	Iteration 42Q: 3 clusters Score -2143518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2143528.000000 Penalty: 4662.220215
	Iteration 43Q: 3 clusters Score -2143528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2143544.750000 Penalty: 4662.220215
	Iteration 44Q: 3 clusters Score -2143545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2143554.500000 Penalty: 4662.220215
	Iteration 45Q: 3 clusters Score -2143554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2143563.500000 Penalty: 4662.220215
	Iteration 46Q: 3 clusters Score -2143564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2143575.000000 Penalty: 4662.220215
	Iteration 47Q: 3 clusters Score -2143575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2143587.750000 Penalty: 4662.220215
	Iteration 48Q: 3 clusters Score -2143588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2143601.250000 Penalty: 4662.220215
	Iteration 49Q: 3 clusters Score -2143601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2143610.250000 Penalty: 4662.220215
	Iteration 50Q: 3 clusters Score -2143610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2143610.750000 Penalty: 4662.220215
	Iteration 51Q: 3 clusters Score -2143611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2143616.500000 Penalty: 4662.220215
	Iteration 52Q: 3 clusters Score -2143616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2143622.500000 Penalty: 4662.220215
	Iteration 53Q: 3 clusters Score -2143622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2143633.000000 Penalty: 4662.220215
	Iteration 54Q: 3 clusters Score -2143633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2143640.500000 Penalty: 4662.220215
	Iteration 55Q: 3 clusters Score -2143640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2143646.750000 Penalty: 4662.220215
	Iteration 56Q: 3 clusters Score -2143647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2143654.750000 Penalty: 4662.220215
	Iteration 57Q: 3 clusters Score -2143655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2143655.750000 Penalty: 4662.220215
	Iteration 58Q: 3 clusters Score -2143656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2143654.500000 Penalty: 4662.220215
	Iteration 59Q: 3 clusters Score -2143654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2143663.250000 Penalty: 4662.220215
	Iteration 60F: 3 clusters Score -2143663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2143661.250000 Penalty: 4662.220215
	Iteration 61Q: 3 clusters Score -2143661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2143664.000000 Penalty: 4662.220215
	Iteration 62Q: 3 clusters Score -2143664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2143667.250000 Penalty: 4662.220215
	Iteration 63Q: 3 clusters Score -2143667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2143670.000000 Penalty: 4662.220215
	Iteration 64Q: 3 clusters Score -2143670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2143674.250000 Penalty: 4662.220215
	Iteration 65Q: 3 clusters Score -2143674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2143676.250000 Penalty: 4662.220215
	Iteration 66Q: 3 clusters Score -2143676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2143673.750000 Penalty: 4662.220215
	Iteration 67Q: 3 clusters Score -2143674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2143675.250000 Penalty: 4662.220215
	Iteration 68Q: 3 clusters Score -2143675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2143675.500000 Penalty: 4662.220215
	Iteration 69Q: 3 clusters Score -2143676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2143678.500000 Penalty: 4662.220215
	Iteration 70Q: 3 clusters Score -2143678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2143676.750000 Penalty: 4662.220215
	Iteration 71Q: 3 clusters Score -2143677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2143676.000000 Penalty: 4662.220215
	Iteration 72Q: 3 clusters Score -2143676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2143687.000000 Penalty: 4662.220215
	Iteration 73Q: 3 clusters Score -2143687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2143688.000000 Penalty: 4662.220215
	Iteration 74Q: 3 clusters Score -2143688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2143689.750000 Penalty: 4662.220215
	Iteration 75Q: 3 clusters Score -2143690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2143690.000000 Penalty: 4662.220215
	Iteration 76Q: 3 clusters Score -2143690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2143696.750000 Penalty: 4662.220215
	Iteration 77Q: 3 clusters Score -2143697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2143695.000000 Penalty: 4662.220215
	Iteration 78Q: 3 clusters Score -2143695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2143700.000000 Penalty: 4662.220215
	Iteration 79Q: 3 clusters Score -2143700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2143705.750000 Penalty: 4662.220215
	Iteration 80F: 3 clusters Score -2143706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2143709.500000 Penalty: 4662.220215
	Iteration 81Q: 3 clusters Score -2143710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2143713.500000 Penalty: 4662.220215
	Iteration 82Q: 3 clusters Score -2143714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2143720.250000 Penalty: 4662.220215
	Iteration 83Q: 3 clusters Score -2143720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2143726.750000 Penalty: 4662.220215
	Iteration 84Q: 3 clusters Score -2143727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2143727.000000 Penalty: 4662.220215
	Iteration 85Q: 3 clusters Score -2143727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2143741.000000 Penalty: 4662.220215
	Iteration 86Q: 3 clusters Score -2143741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2143752.500000 Penalty: 4662.220215
	Iteration 87Q: 3 clusters Score -2143752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2143757.750000 Penalty: 4662.220215
	Iteration 88Q: 3 clusters Score -2143758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2143766.250000 Penalty: 4662.220215
	Iteration 89Q: 3 clusters Score -2143766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2143768.750000 Penalty: 4662.220215
	Iteration 90Q: 3 clusters Score -2143769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2143771.500000 Penalty: 4662.220215
	Iteration 91Q: 3 clusters Score -2143772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2143768.500000 Penalty: 4662.220215
	Iteration 92Q: 3 clusters Score -2143768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2143772.000000 Penalty: 4662.220215
	Iteration 93Q: 3 clusters Score -2143772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2143771.500000 Penalty: 4662.220215
	Iteration 94Q: 3 clusters Score -2143772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2143772.500000 Penalty: 4662.220215
	Iteration 95Q: 3 clusters Score -2143772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2143771.000000 Penalty: 4662.220215
	Iteration 96Q: 3 clusters Score -2143771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2143775.250000 Penalty: 4662.220215
	Iteration 97Q: 3 clusters Score -2143775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2143773.250000 Penalty: 4662.220215
	Iteration 98Q: 3 clusters Score -2143773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2143778.750000 Penalty: 4662.220215
	Iteration 99Q: 3 clusters Score -2143779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2143780.000000 Penalty: 4662.220215
	Iteration 100F: 3 clusters Score -2143780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2143782.750000 Penalty: 4662.220215
	Iteration 101Q: 3 clusters Score -2143783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2143780.250000 Penalty: 4662.220215
	Iteration 102Q: 3 clusters Score -2143780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2143782.250000 Penalty: 4662.220215
	Iteration 103Q: 3 clusters Score -2143782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2143780.750000 Penalty: 4662.220215
	Iteration 104Q: 3 clusters Score -2143781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2143782.500000 Penalty: 4662.220215
	Iteration 105Q: 3 clusters Score -2143782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2143783.750000 Penalty: 4662.220215
	Iteration 106Q: 3 clusters Score -2143784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2143784.500000 Penalty: 4662.220215
	Iteration 107Q: 3 clusters Score -2143784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2143785.750000 Penalty: 4662.220215
	Iteration 108Q: 3 clusters Score -2143786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2143784.750000 Penalty: 4662.220215
	Iteration 109Q: 3 clusters Score -2143785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2143783.500000 Penalty: 4662.220215
	Iteration 110Q: 3 clusters Score -2143784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2143785.250000 Penalty: 4662.220215
	Iteration 111Q: 3 clusters Score -2143785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2143785.250000 Penalty: 4662.220215
	Iteration 112F: 3 clusters Score -2143785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Entering Unmasked Estep 
Score: -7098364.000000 Penalty: 2624.915039
	Iteration 0F: 2 clusters Score -7098364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -7071912.000000 Penalty: 5249.830078
	Iteration 0F: 3 clusters Score -7071912 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -7081755.000000 Penalty: 5249.830078
	Iteration 1F: 3 clusters Score -7081755 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -7082303.000000 Penalty: 5249.830078
	Iteration 2Q: 3 clusters Score -7082303 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -7082826.500000 Penalty: 5249.830078
	Iteration 3Q: 3 clusters Score -7082826 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -7083479.500000 Penalty: 5249.830078
	Iteration 4Q: 3 clusters Score -7083480 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -7084239.500000 Penalty: 5249.830078
	Iteration 5Q: 3 clusters Score -7084240 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -7085376.000000 Penalty: 5249.830078
	Iteration 6F: 3 clusters Score -7085376 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -7086994.500000 Penalty: 5249.830078
	Iteration 7F: 3 clusters Score -7086994 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -7089328.000000 Penalty: 5249.830078
	Iteration 8F: 3 clusters Score -7089328 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7091876.500000 Penalty: 5249.830078
	Iteration 9F: 3 clusters Score -7091876 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7094027.500000 Penalty: 5249.830078
	Iteration 10F: 3 clusters Score -7094028 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7095189.000000 Penalty: 5249.830078
	Iteration 11Q: 3 clusters Score -7095189 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7095661.000000 Penalty: 5249.830078
	Iteration 12Q: 3 clusters Score -7095661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7095865.000000 Penalty: 5249.830078
	Iteration 13Q: 3 clusters Score -7095865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7095932.500000 Penalty: 5249.830078
	Iteration 14Q: 3 clusters Score -7095932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7095968.000000 Penalty: 5249.830078
	Iteration 15Q: 3 clusters Score -7095968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7096004.500000 Penalty: 5249.830078
	Iteration 16Q: 3 clusters Score -7096004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7096011.500000 Penalty: 5249.830078
	Iteration 17Q: 3 clusters Score -7096012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7096018.500000 Penalty: 5249.830078
	Iteration 18Q: 3 clusters Score -7096018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7096033.500000 Penalty: 5249.830078
	Iteration 19Q: 3 clusters Score -7096034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7096042.000000 Penalty: 5249.830078
	Iteration 20F: 3 clusters Score -7096042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7096051.000000 Penalty: 5249.830078
	Iteration 21Q: 3 clusters Score -7096051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7096053.500000 Penalty: 5249.830078
	Iteration 22Q: 3 clusters Score -7096054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7096058.000000 Penalty: 5249.830078
	Iteration 23Q: 3 clusters Score -7096058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7096067.500000 Penalty: 5249.830078
	Iteration 24Q: 3 clusters Score -7096068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7096067.500000 Penalty: 5249.830078
	Iteration 25F: 3 clusters Score -7096068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -359615.093750 Penalty: 1908.660767
	Iteration 0F: 2 clusters Score -359615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -356870.406250 Penalty: 3817.321533
	Iteration 0F: 3 clusters Score -356870.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -357486.781250 Penalty: 3817.321533
	Iteration 1F: 3 clusters Score -357486.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -357723.031250 Penalty: 3817.321533
	Iteration 2F: 3 clusters Score -357723 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -357879.750000 Penalty: 3817.321533
	Iteration 3F: 3 clusters Score -357879.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -358025.718750 Penalty: 3817.321533
	Iteration 4Q: 3 clusters Score -358025.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -358161.687500 Penalty: 3817.321533
	Iteration 5Q: 3 clusters Score -358161.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -358343.156250 Penalty: 3817.321533
	Iteration 6Q: 3 clusters Score -358343.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -358470.531250 Penalty: 3817.321533
	Iteration 7Q: 3 clusters Score -358470.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -358577.843750 Penalty: 3817.321533
	Iteration 8Q: 3 clusters Score -358577.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -358666.937500 Penalty: 3817.321533
	Iteration 9Q: 3 clusters Score -358666.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -358732.093750 Penalty: 3817.321533
	Iteration 10Q: 3 clusters Score -358732.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -358783.281250 Penalty: 3817.321533
	Iteration 11Q: 3 clusters Score -358783.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -358815.406250 Penalty: 3817.321533
	Iteration 12Q: 3 clusters Score -358815.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -358836.906250 Penalty: 3817.321533
	Iteration 13Q: 3 clusters Score -358836.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -358855.562500 Penalty: 3817.321533
	Iteration 14Q: 3 clusters Score -358855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -358861.625000 Penalty: 3817.321533
	Iteration 15Q: 3 clusters Score -358861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -358864.843750 Penalty: 3817.321533
	Iteration 16Q: 3 clusters Score -358864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -358866.812500 Penalty: 3817.321533
	Iteration 17Q: 3 clusters Score -358866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -358867.687500 Penalty: 3817.321533
	Iteration 18Q: 3 clusters Score -358867.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -358867.812500 Penalty: 3817.321533
	Iteration 19Q: 3 clusters Score -358867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -358868.750000 Penalty: 3817.321533
	Iteration 20F: 3 clusters Score -358868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -358871.468750 Penalty: 3817.321533
	Iteration 21Q: 3 clusters Score -358871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -358872.906250 Penalty: 3817.321533
	Iteration 22Q: 3 clusters Score -358872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -358874.468750 Penalty: 3817.321533
	Iteration 23Q: 3 clusters Score -358874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -358875.031250 Penalty: 3817.321533
	Iteration 24Q: 3 clusters Score -358875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -358875.031250 Penalty: 3817.321533
	Iteration 25F: 3 clusters Score -358875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Entering Unmasked Estep 
Score: -2632455.000000 Penalty: 2382.160400
	Iteration 0F: 2 clusters Score -2632455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2621704.250000 Penalty: 4764.320801
	Iteration 0F: 3 clusters Score -2621704 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2625072.000000 Penalty: 4764.320801
	Iteration 1F: 3 clusters Score -2625072 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2625478.250000 Penalty: 4764.320801
	Iteration 2F: 3 clusters Score -2625478 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2625816.250000 Penalty: 4764.320801
	Iteration 3F: 3 clusters Score -2625816 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2626119.000000 Penalty: 4764.320801
	Iteration 4Q: 3 clusters Score -2626119 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2626458.750000 Penalty: 4764.320801
	Iteration 5Q: 3 clusters Score -2626459 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2626899.750000 Penalty: 4764.320801
	Iteration 6F: 3 clusters Score -2626900 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2627478.750000 Penalty: 4764.320801
	Iteration 7F: 3 clusters Score -2627479 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2628129.750000 Penalty: 4764.320801
	Iteration 8F: 3 clusters Score -2628130 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2628833.250000 Penalty: 4764.320801
	Iteration 9F: 3 clusters Score -2628833 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2629441.750000 Penalty: 4764.320801
	Iteration 10Q: 3 clusters Score -2629442 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2629887.000000 Penalty: 4764.320801
	Iteration 11Q: 3 clusters Score -2629887 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2630173.500000 Penalty: 4764.320801
	Iteration 12Q: 3 clusters Score -2630174 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2630365.500000 Penalty: 4764.320801
	Iteration 13Q: 3 clusters Score -2630366 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2630513.500000 Penalty: 4764.320801
	Iteration 14Q: 3 clusters Score -2630514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2630592.750000 Penalty: 4764.320801
	Iteration 15Q: 3 clusters Score -2630593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2630640.500000 Penalty: 4764.320801
	Iteration 16Q: 3 clusters Score -2630640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2630667.250000 Penalty: 4764.320801
	Iteration 17Q: 3 clusters Score -2630667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2630686.000000 Penalty: 4764.320801
	Iteration 18Q: 3 clusters Score -2630686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2630695.000000 Penalty: 4764.320801
	Iteration 19Q: 3 clusters Score -2630695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2630699.750000 Penalty: 4764.320801
	Iteration 20F: 3 clusters Score -2630700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2630709.250000 Penalty: 4764.320801
	Iteration 21Q: 3 clusters Score -2630709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2630709.250000 Penalty: 4764.320801
	Iteration 22Q: 3 clusters Score -2630709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2630709.250000 Penalty: 4764.320801
	Iteration 23F: 3 clusters Score -2630709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Entering Unmasked Estep 
Score: -3226921.250000 Penalty: 2434.616699
	Iteration 0F: 2 clusters Score -3226921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3213876.750000 Penalty: 4869.233398
	Iteration 0F: 3 clusters Score -3213877 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3218543.750000 Penalty: 4869.233398
	Iteration 1F: 3 clusters Score -3218544 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3219170.750000 Penalty: 4869.233398
	Iteration 2F: 3 clusters Score -3219171 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3219747.750000 Penalty: 4869.233398
	Iteration 3F: 3 clusters Score -3219748 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3220340.000000 Penalty: 4869.233398
	Iteration 4F: 3 clusters Score -3220340 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3220979.000000 Penalty: 4869.233398
	Iteration 5F: 3 clusters Score -3220979 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3221683.000000 Penalty: 4869.233398
	Iteration 6F: 3 clusters Score -3221683 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3222383.250000 Penalty: 4869.233398
	Iteration 7F: 3 clusters Score -3222383 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3222983.250000 Penalty: 4869.233398
	Iteration 8Q: 3 clusters Score -3222983 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3223477.500000 Penalty: 4869.233398
	Iteration 9Q: 3 clusters Score -3223478 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3223872.750000 Penalty: 4869.233398
	Iteration 10Q: 3 clusters Score -3223873 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3224194.250000 Penalty: 4869.233398
	Iteration 11Q: 3 clusters Score -3224194 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3224469.000000 Penalty: 4869.233398
	Iteration 12Q: 3 clusters Score -3224469 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3224694.750000 Penalty: 4869.233398
	Iteration 13Q: 3 clusters Score -3224695 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3224872.500000 Penalty: 4869.233398
	Iteration 14Q: 3 clusters Score -3224872 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3225028.000000 Penalty: 4869.233398
	Iteration 15Q: 3 clusters Score -3225028 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3225163.750000 Penalty: 4869.233398
	Iteration 16Q: 3 clusters Score -3225164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3225254.000000 Penalty: 4869.233398
	Iteration 17Q: 3 clusters Score -3225254 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3225329.000000 Penalty: 4869.233398
	Iteration 18Q: 3 clusters Score -3225329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3225388.500000 Penalty: 4869.233398
	Iteration 19Q: 3 clusters Score -3225388 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3225427.750000 Penalty: 4869.233398
	Iteration 20F: 3 clusters Score -3225428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3225469.750000 Penalty: 4869.233398
	Iteration 21Q: 3 clusters Score -3225470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3225493.000000 Penalty: 4869.233398
	Iteration 22Q: 3 clusters Score -3225493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3225529.500000 Penalty: 4869.233398
	Iteration 23Q: 3 clusters Score -3225530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3225558.000000 Penalty: 4869.233398
	Iteration 24Q: 3 clusters Score -3225558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3225587.750000 Penalty: 4869.233398
	Iteration 25Q: 3 clusters Score -3225588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3225611.000000 Penalty: 4869.233398
	Iteration 26Q: 3 clusters Score -3225611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3225645.750000 Penalty: 4869.233398
	Iteration 27Q: 3 clusters Score -3225646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3225657.000000 Penalty: 4869.233398
	Iteration 28Q: 3 clusters Score -3225657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3225678.750000 Penalty: 4869.233398
	Iteration 29Q: 3 clusters Score -3225679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3225687.000000 Penalty: 4869.233398
	Iteration 30Q: 3 clusters Score -3225687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3225696.250000 Penalty: 4869.233398
	Iteration 31Q: 3 clusters Score -3225696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3225701.500000 Penalty: 4869.233398
	Iteration 32Q: 3 clusters Score -3225702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3225711.500000 Penalty: 4869.233398
	Iteration 33Q: 3 clusters Score -3225712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3225721.750000 Penalty: 4869.233398
	Iteration 34Q: 3 clusters Score -3225722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3225725.500000 Penalty: 4869.233398
	Iteration 35Q: 3 clusters Score -3225726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3225729.500000 Penalty: 4869.233398
	Iteration 36Q: 3 clusters Score -3225730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3225726.250000 Penalty: 4869.233398
	Iteration 37Q: 3 clusters Score -3225726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3225742.250000 Penalty: 4869.233398
	Iteration 38Q: 3 clusters Score -3225742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3225744.750000 Penalty: 4869.233398
	Iteration 39Q: 3 clusters Score -3225745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3225749.250000 Penalty: 4869.233398
	Iteration 40F: 3 clusters Score -3225749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3225746.750000 Penalty: 4869.233398
	Iteration 41Q: 3 clusters Score -3225747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3225750.000000 Penalty: 4869.233398
	Iteration 42Q: 3 clusters Score -3225750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3225756.750000 Penalty: 4869.233398
	Iteration 43Q: 3 clusters Score -3225757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3225757.000000 Penalty: 4869.233398
	Iteration 44Q: 3 clusters Score -3225757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3225759.000000 Penalty: 4869.233398
	Iteration 45Q: 3 clusters Score -3225759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3225764.000000 Penalty: 4869.233398
	Iteration 46Q: 3 clusters Score -3225764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3225762.500000 Penalty: 4869.233398
	Iteration 47Q: 3 clusters Score -3225762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3225763.250000 Penalty: 4869.233398
	Iteration 48Q: 3 clusters Score -3225763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3225765.000000 Penalty: 4869.233398
	Iteration 49Q: 3 clusters Score -3225765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3225767.750000 Penalty: 4869.233398
	Iteration 50Q: 3 clusters Score -3225768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3225770.250000 Penalty: 4869.233398
	Iteration 51Q: 3 clusters Score -3225770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3225769.750000 Penalty: 4869.233398
	Iteration 52Q: 3 clusters Score -3225770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3225770.500000 Penalty: 4869.233398
	Iteration 53Q: 3 clusters Score -3225770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3225776.500000 Penalty: 4869.233398
	Iteration 54Q: 3 clusters Score -3225776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3225770.000000 Penalty: 4869.233398
	Iteration 55Q: 3 clusters Score -3225770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3225779.000000 Penalty: 4869.233398
	Iteration 56Q: 3 clusters Score -3225779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3225782.750000 Penalty: 4869.233398
	Iteration 57Q: 3 clusters Score -3225783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3225781.250000 Penalty: 4869.233398
	Iteration 58Q: 3 clusters Score -3225781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3225778.500000 Penalty: 4869.233398
	Iteration 59Q: 3 clusters Score -3225778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3225775.750000 Penalty: 4869.233398
	Iteration 60F: 3 clusters Score -3225776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3225771.750000 Penalty: 4869.233398
	Iteration 61Q: 3 clusters Score -3225772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3225769.250000 Penalty: 4869.233398
	Iteration 62Q: 3 clusters Score -3225769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3225769.500000 Penalty: 4869.233398
	Iteration 63Q: 3 clusters Score -3225770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3225774.750000 Penalty: 4869.233398
	Iteration 64Q: 3 clusters Score -3225775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3225777.750000 Penalty: 4869.233398
	Iteration 65Q: 3 clusters Score -3225778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3225772.500000 Penalty: 4869.233398
	Iteration 66Q: 3 clusters Score -3225772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3225773.000000 Penalty: 4869.233398
	Iteration 67Q: 3 clusters Score -3225773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3225774.250000 Penalty: 4869.233398
	Iteration 68Q: 3 clusters Score -3225774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3225773.750000 Penalty: 4869.233398
	Iteration 69Q: 3 clusters Score -3225774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3225774.750000 Penalty: 4869.233398
	Iteration 70Q: 3 clusters Score -3225775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3225773.750000 Penalty: 4869.233398
	Iteration 71Q: 3 clusters Score -3225774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3225771.750000 Penalty: 4869.233398
	Iteration 72Q: 3 clusters Score -3225772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3225775.500000 Penalty: 4869.233398
	Iteration 73Q: 3 clusters Score -3225776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3225775.250000 Penalty: 4869.233398
	Iteration 74Q: 3 clusters Score -3225775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3225773.750000 Penalty: 4869.233398
	Iteration 75Q: 3 clusters Score -3225774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3225776.000000 Penalty: 4869.233398
	Iteration 76Q: 3 clusters Score -3225776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3225776.000000 Penalty: 4869.233398
	Iteration 77F: 3 clusters Score -3225776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -155117.796875 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -155117.8 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 631 members 
Entering Unmasked Estep 
Score: -153173.328125 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -153173.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -154073.265625 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -154073.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -154612.328125 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -154612.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -154973.562500 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -154973.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155272.031250 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -155272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -155510.828125 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -155510.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155769.203125 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -155769.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155950.687500 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -155950.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156002.265625 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -156002.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156037.078125 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -156037.1 nChanged 9
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: -156051.515625 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -156051.5 nChanged 5
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: -156058.625000 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -156058.6 nChanged 4
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: -156087.703125 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -156087.7 nChanged 12
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: -156112.187500 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -156112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156121.609375 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -156121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156130.046875 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -156130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156141.734375 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -156141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156152.109375 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -156152.1 nChanged 8
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: -156170.828125 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -156170.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -156192.750000 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -156192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156215.625000 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -156215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156245.937500 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -156245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156263.531250 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -156263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156273.734375 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -156273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156291.687500 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -156291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156296.718750 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -156296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156297.328125 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -156297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156297.328125 Penalty: 3540.484131
	Iteration 27F: 3 clusters Score -156297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 39511 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 45326 members 
Mstep: Class 9 contains 46393 members 
Mstep: Class 10 contains 50630 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 26318 members 
Mstep: Class 13 contains 51226 members 
Mstep: Class 14 contains 51355 members 
Mstep: Class 15 contains 38382 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48062 members 
Mstep: Class 18 contains 11673 members 
Mstep: Class 19 contains 49208 members 
Mstep: Class 20 contains 40189 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 51868 members 
Mstep: Class 23 contains 34249 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 44005 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 44124 members 
Mstep: Class 28 contains 42976 members 
Mstep: Class 29 contains 61440 members 
Mstep: Class 30 contains 49864 members 
Mstep: Class 31 contains 21991 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 70049 members 
Mstep: Class 35 contains 46022 members 
Mstep: Class 36 contains 42542 members 
Mstep: Class 37 contains 5274 members 
Mstep: Class 38 contains 616 members 
Entering Unmasked Estep 
Score: -196395936.000000 Penalty: 131281.953125
Splitting cluster 6 changes total score from -196396608.000000 to -196395936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -217125.328125 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -217125.3 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 737 members 
Entering Unmasked Estep 
Score: -215010.359375 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -215010.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -215788.171875 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -215788.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -216095.578125 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -216095.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -216427.031250 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -216427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -216860.390625 Penalty: 3616.323486
	Iteration 4F: 3 clusters Score -216860.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -216948.781250 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -216948.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -216971.031250 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -216971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -216985.906250 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -216985.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216997.375000 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -216997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217001.265625 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -217001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217004.875000 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -217004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -217007.171875 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -217007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -217009.484375 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -217009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -217009.640625 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -217009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -217009.640625 Penalty: 3616.323486
	Iteration 14F: 3 clusters Score -217009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Entering Unmasked Estep 
Score: -8130742.500000 Penalty: 2658.965576
	Iteration 0F: 2 clusters Score -8130742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8101606.000000 Penalty: 5317.931152
	Iteration 0F: 3 clusters Score -8101606 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8112980.000000 Penalty: 5317.931152
	Iteration 1F: 3 clusters Score -8112980 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -8113547.500000 Penalty: 5317.931152
	Iteration 2Q: 3 clusters Score -8113548 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -8114128.000000 Penalty: 5317.931152
	Iteration 3Q: 3 clusters Score -8114128 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -8114694.000000 Penalty: 5317.931152
	Iteration 4Q: 3 clusters Score -8114694 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -8115464.500000 Penalty: 5317.931152
	Iteration 5Q: 3 clusters Score -8115464 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -8116422.000000 Penalty: 5317.931152
	Iteration 6Q: 3 clusters Score -8116422 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -8117668.000000 Penalty: 5317.931152
	Iteration 7Q: 3 clusters Score -8117668 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -8119248.000000 Penalty: 5317.931152
	Iteration 8F: 3 clusters Score -8119248 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -8120837.500000 Penalty: 5317.931152
	Iteration 9F: 3 clusters Score -8120838 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -8122423.500000 Penalty: 5317.931152
	Iteration 10F: 3 clusters Score -8122424 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -8123817.000000 Penalty: 5317.931152
	Iteration 11Q: 3 clusters Score -8123817 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -8124972.500000 Penalty: 5317.931152
	Iteration 12Q: 3 clusters Score -8124972 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -8125870.500000 Penalty: 5317.931152
	Iteration 13Q: 3 clusters Score -8125870 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -8126605.500000 Penalty: 5317.931152
	Iteration 14Q: 3 clusters Score -8126606 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8127229.000000 Penalty: 5317.931152
	Iteration 15Q: 3 clusters Score -8127229 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8127586.500000 Penalty: 5317.931152
	Iteration 16Q: 3 clusters Score -8127586 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8127867.500000 Penalty: 5317.931152
	Iteration 17Q: 3 clusters Score -8127868 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8128032.500000 Penalty: 5317.931152
	Iteration 18Q: 3 clusters Score -8128032 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8128175.000000 Penalty: 5317.931152
	Iteration 19Q: 3 clusters Score -8128175 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8128274.500000 Penalty: 5317.931152
	Iteration 20F: 3 clusters Score -8128274 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8128360.000000 Penalty: 5317.931152
	Iteration 21Q: 3 clusters Score -8128360 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8128400.000000 Penalty: 5317.931152
	Iteration 22Q: 3 clusters Score -8128400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8128431.000000 Penalty: 5317.931152
	Iteration 23Q: 3 clusters Score -8128431 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8128474.000000 Penalty: 5317.931152
	Iteration 24Q: 3 clusters Score -8128474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8128484.000000 Penalty: 5317.931152
	Iteration 25Q: 3 clusters Score -8128484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8128509.500000 Penalty: 5317.931152
	Iteration 26Q: 3 clusters Score -8128510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8128525.500000 Penalty: 5317.931152
	Iteration 27Q: 3 clusters Score -8128526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8128524.000000 Penalty: 5317.931152
	Iteration 28Q: 3 clusters Score -8128524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8128544.500000 Penalty: 5317.931152
	Iteration 29Q: 3 clusters Score -8128544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8128559.000000 Penalty: 5317.931152
	Iteration 30Q: 3 clusters Score -8128559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8128555.000000 Penalty: 5317.931152
	Iteration 31Q: 3 clusters Score -8128555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8128565.000000 Penalty: 5317.931152
	Iteration 32Q: 3 clusters Score -8128565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8128569.500000 Penalty: 5317.931152
	Iteration 33Q: 3 clusters Score -8128570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8128577.000000 Penalty: 5317.931152
	Iteration 34Q: 3 clusters Score -8128577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8128579.000000 Penalty: 5317.931152
	Iteration 35Q: 3 clusters Score -8128579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8128590.500000 Penalty: 5317.931152
	Iteration 36Q: 3 clusters Score -8128590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8128593.500000 Penalty: 5317.931152
	Iteration 37Q: 3 clusters Score -8128594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8128605.000000 Penalty: 5317.931152
	Iteration 38Q: 3 clusters Score -8128605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8128594.500000 Penalty: 5317.931152
	Iteration 39Q: 3 clusters Score -8128594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8128605.500000 Penalty: 5317.931152
	Iteration 40F: 3 clusters Score -8128606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8128612.000000 Penalty: 5317.931152
	Iteration 41Q: 3 clusters Score -8128612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8128616.500000 Penalty: 5317.931152
	Iteration 42Q: 3 clusters Score -8128616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8128614.000000 Penalty: 5317.931152
	Iteration 43Q: 3 clusters Score -8128614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8128615.000000 Penalty: 5317.931152
	Iteration 44Q: 3 clusters Score -8128615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8128611.500000 Penalty: 5317.931152
	Iteration 45Q: 3 clusters Score -8128612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8128616.000000 Penalty: 5317.931152
	Iteration 46Q: 3 clusters Score -8128616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8128618.000000 Penalty: 5317.931152
	Iteration 47Q: 3 clusters Score -8128618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8128613.500000 Penalty: 5317.931152
	Iteration 48Q: 3 clusters Score -8128614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8128613.500000 Penalty: 5317.931152
	Iteration 49F: 3 clusters Score -8128614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Entering Unmasked Estep 
Score: -8241310.500000 Penalty: 2664.736084
	Iteration 0F: 2 clusters Score -8241310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -8211378.500000 Penalty: 5329.472168
	Iteration 0F: 3 clusters Score -8211378 nChanged 21302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8223589.000000 Penalty: 5329.472168
	Iteration 1F: 3 clusters Score -8223589 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -8224862.500000 Penalty: 5329.472168
	Iteration 2F: 3 clusters Score -8224862 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -8226712.000000 Penalty: 5329.472168
	Iteration 3F: 3 clusters Score -8226712 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -8228896.500000 Penalty: 5329.472168
	Iteration 4F: 3 clusters Score -8228896 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8231422.000000 Penalty: 5329.472168
	Iteration 5F: 3 clusters Score -8231422 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -8233782.500000 Penalty: 5329.472168
	Iteration 6F: 3 clusters Score -8233782 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -8235950.000000 Penalty: 5329.472168
	Iteration 7F: 3 clusters Score -8235950 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -8237994.500000 Penalty: 5329.472168
	Iteration 8F: 3 clusters Score -8237994 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -8239475.000000 Penalty: 5329.472168
	Iteration 9Q: 3 clusters Score -8239475 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -8240349.500000 Penalty: 5329.472168
	Iteration 10Q: 3 clusters Score -8240350 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -8240792.000000 Penalty: 5329.472168
	Iteration 11Q: 3 clusters Score -8240792 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -8241065.000000 Penalty: 5329.472168
	Iteration 12Q: 3 clusters Score -8241065 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -8241254.500000 Penalty: 5329.472168
	Iteration 13Q: 3 clusters Score -8241254 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -8241441.000000 Penalty: 5329.472168
	Iteration 14Q: 3 clusters Score -8241441 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -8241572.000000 Penalty: 5329.472168
	Iteration 15Q: 3 clusters Score -8241572 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -8241690.000000 Penalty: 5329.472168
	Iteration 16Q: 3 clusters Score -8241690 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -8241769.000000 Penalty: 5329.472168
	Iteration 17Q: 3 clusters Score -8241769 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -8241844.000000 Penalty: 5329.472168
	Iteration 18Q: 3 clusters Score -8241844 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -8241939.000000 Penalty: 5329.472168
	Iteration 19Q: 3 clusters Score -8241939 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8241980.000000 Penalty: 5329.472168
	Iteration 20F: 3 clusters Score -8241980 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8242024.500000 Penalty: 5329.472168
	Iteration 21Q: 3 clusters Score -8242024 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -8242071.000000 Penalty: 5329.472168
	Iteration 22Q: 3 clusters Score -8242071 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -8242110.000000 Penalty: 5329.472168
	Iteration 23Q: 3 clusters Score -8242110 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -8242134.000000 Penalty: 5329.472168
	Iteration 24Q: 3 clusters Score -8242134 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8242120.000000 Penalty: 5329.472168
	Iteration 25Q: 3 clusters Score -8242120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -8242127.500000 Penalty: 5329.472168
	Iteration 26Q: 3 clusters Score -8242128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -8242137.500000 Penalty: 5329.472168
	Iteration 27Q: 3 clusters Score -8242138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -8242170.500000 Penalty: 5329.472168
	Iteration 28Q: 3 clusters Score -8242170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -8242179.000000 Penalty: 5329.472168
	Iteration 29Q: 3 clusters Score -8242179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -8242189.500000 Penalty: 5329.472168
	Iteration 30Q: 3 clusters Score -8242190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8242206.000000 Penalty: 5329.472168
	Iteration 31Q: 3 clusters Score -8242206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -8242213.000000 Penalty: 5329.472168
	Iteration 32Q: 3 clusters Score -8242213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8242221.500000 Penalty: 5329.472168
	Iteration 33Q: 3 clusters Score -8242222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8242216.000000 Penalty: 5329.472168
	Iteration 34Q: 3 clusters Score -8242216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -8242219.500000 Penalty: 5329.472168
	Iteration 35Q: 3 clusters Score -8242220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -8242210.500000 Penalty: 5329.472168
	Iteration 36Q: 3 clusters Score -8242210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -8242216.000000 Penalty: 5329.472168
	Iteration 37Q: 3 clusters Score -8242216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8242222.000000 Penalty: 5329.472168
	Iteration 38Q: 3 clusters Score -8242222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -8242233.000000 Penalty: 5329.472168
	Iteration 39Q: 3 clusters Score -8242233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -8242228.500000 Penalty: 5329.472168
	Iteration 40F: 3 clusters Score -8242228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -8242247.000000 Penalty: 5329.472168
	Iteration 41Q: 3 clusters Score -8242247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8242246.500000 Penalty: 5329.472168
	Iteration 42Q: 3 clusters Score -8242246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -8242249.000000 Penalty: 5329.472168
	Iteration 43Q: 3 clusters Score -8242249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8242262.000000 Penalty: 5329.472168
	Iteration 44Q: 3 clusters Score -8242262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8242255.500000 Penalty: 5329.472168
	Iteration 45Q: 3 clusters Score -8242256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8242283.000000 Penalty: 5329.472168
	Iteration 46Q: 3 clusters Score -8242283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8242271.500000 Penalty: 5329.472168
	Iteration 47Q: 3 clusters Score -8242272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -8242258.000000 Penalty: 5329.472168
	Iteration 48Q: 3 clusters Score -8242258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -8242265.000000 Penalty: 5329.472168
	Iteration 49Q: 3 clusters Score -8242265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -8242262.000000 Penalty: 5329.472168
	Iteration 50Q: 3 clusters Score -8242262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -8242277.500000 Penalty: 5329.472168
	Iteration 51Q: 3 clusters Score -8242278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -8242265.000000 Penalty: 5329.472168
	Iteration 52Q: 3 clusters Score -8242265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8242279.000000 Penalty: 5329.472168
	Iteration 53Q: 3 clusters Score -8242279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -8242280.000000 Penalty: 5329.472168
	Iteration 54Q: 3 clusters Score -8242280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -8242265.500000 Penalty: 5329.472168
	Iteration 55Q: 3 clusters Score -8242266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -8242269.500000 Penalty: 5329.472168
	Iteration 56Q: 3 clusters Score -8242270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8242263.500000 Penalty: 5329.472168
	Iteration 57Q: 3 clusters Score -8242264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -8242256.000000 Penalty: 5329.472168
	Iteration 58Q: 3 clusters Score -8242256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8242266.000000 Penalty: 5329.472168
	Iteration 59Q: 3 clusters Score -8242266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -8242270.500000 Penalty: 5329.472168
	Iteration 60F: 3 clusters Score -8242270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8242270.000000 Penalty: 5329.472168
	Iteration 61Q: 3 clusters Score -8242270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8242256.000000 Penalty: 5329.472168
	Iteration 62Q: 3 clusters Score -8242256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -8242258.500000 Penalty: 5329.472168
	Iteration 63Q: 3 clusters Score -8242258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -8242267.500000 Penalty: 5329.472168
	Iteration 64Q: 3 clusters Score -8242268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8242263.000000 Penalty: 5329.472168
	Iteration 65Q: 3 clusters Score -8242263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8242270.000000 Penalty: 5329.472168
	Iteration 66Q: 3 clusters Score -8242270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -8242268.500000 Penalty: 5329.472168
	Iteration 67Q: 3 clusters Score -8242268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -8242261.500000 Penalty: 5329.472168
	Iteration 68Q: 3 clusters Score -8242262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -8242267.000000 Penalty: 5329.472168
	Iteration 69Q: 3 clusters Score -8242267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -8242269.000000 Penalty: 5329.472168
	Iteration 70Q: 3 clusters Score -8242269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -8242264.500000 Penalty: 5329.472168
	Iteration 71Q: 3 clusters Score -8242264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8242265.500000 Penalty: 5329.472168
	Iteration 72Q: 3 clusters Score -8242266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8242264.500000 Penalty: 5329.472168
	Iteration 73Q: 3 clusters Score -8242264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -8242257.000000 Penalty: 5329.472168
	Iteration 74Q: 3 clusters Score -8242257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -8242257.000000 Penalty: 5329.472168
	Iteration 75F: 3 clusters Score -8242257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 39511 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 45326 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 50630 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 26318 members 
Mstep: Class 13 contains 51226 members 
Mstep: Class 14 contains 51355 members 
Mstep: Class 15 contains 38382 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48062 members 
Mstep: Class 18 contains 11673 members 
Mstep: Class 19 contains 49208 members 
Mstep: Class 20 contains 40189 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 51868 members 
Mstep: Class 23 contains 34249 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 44005 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 44124 members 
Mstep: Class 28 contains 42976 members 
Mstep: Class 29 contains 61440 members 
Mstep: Class 30 contains 49864 members 
Mstep: Class 31 contains 21991 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 70049 members 
Mstep: Class 35 contains 46022 members 
Mstep: Class 36 contains 42542 members 
Mstep: Class 37 contains 5274 members 
Mstep: Class 38 contains 41872 members 
Entering Unmasked Estep 
Score: -196396704.000000 Penalty: 131281.953125
Splitting cluster 9 changes total score from -196396608.000000 to -196396704.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (50630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Entering Unmasked Estep 
Score: -8989631.000000 Penalty: 2686.410156
	Iteration 0F: 2 clusters Score -8989631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -8958274.000000 Penalty: 5372.820312
	Iteration 0F: 3 clusters Score -8958274 nChanged 23458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -8971791.000000 Penalty: 5372.820312
	Iteration 1F: 3 clusters Score -8971791 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -8972926.000000 Penalty: 5372.820312
	Iteration 2F: 3 clusters Score -8972926 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -8974529.000000 Penalty: 5372.820312
	Iteration 3F: 3 clusters Score -8974529 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -8976482.000000 Penalty: 5372.820312
	Iteration 4F: 3 clusters Score -8976482 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -8978854.000000 Penalty: 5372.820312
	Iteration 5F: 3 clusters Score -8978854 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -8981169.000000 Penalty: 5372.820312
	Iteration 6F: 3 clusters Score -8981169 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -8983091.000000 Penalty: 5372.820312
	Iteration 7F: 3 clusters Score -8983091 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -8984587.000000 Penalty: 5372.820312
	Iteration 8Q: 3 clusters Score -8984587 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -8985663.000000 Penalty: 5372.820312
	Iteration 9Q: 3 clusters Score -8985663 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -8986481.000000 Penalty: 5372.820312
	Iteration 10Q: 3 clusters Score -8986481 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8987136.000000 Penalty: 5372.820312
	Iteration 11Q: 3 clusters Score -8987136 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -8987624.000000 Penalty: 5372.820312
	Iteration 12Q: 3 clusters Score -8987624 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8987969.000000 Penalty: 5372.820312
	Iteration 13Q: 3 clusters Score -8987969 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8988193.000000 Penalty: 5372.820312
	Iteration 14Q: 3 clusters Score -8988193 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -8988352.000000 Penalty: 5372.820312
	Iteration 15Q: 3 clusters Score -8988352 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -8988494.000000 Penalty: 5372.820312
	Iteration 16Q: 3 clusters Score -8988494 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8988614.000000 Penalty: 5372.820312
	Iteration 17Q: 3 clusters Score -8988614 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8988727.000000 Penalty: 5372.820312
	Iteration 18Q: 3 clusters Score -8988727 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8988826.000000 Penalty: 5372.820312
	Iteration 19Q: 3 clusters Score -8988826 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8988915.000000 Penalty: 5372.820312
	Iteration 20F: 3 clusters Score -8988915 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8988979.000000 Penalty: 5372.820312
	Iteration 21Q: 3 clusters Score -8988979 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8989040.000000 Penalty: 5372.820312
	Iteration 22Q: 3 clusters Score -8989040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8989079.000000 Penalty: 5372.820312
	Iteration 23Q: 3 clusters Score -8989079 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8989106.000000 Penalty: 5372.820312
	Iteration 24Q: 3 clusters Score -8989106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8989111.000000 Penalty: 5372.820312
	Iteration 25Q: 3 clusters Score -8989111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8989131.000000 Penalty: 5372.820312
	Iteration 26Q: 3 clusters Score -8989131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8989157.000000 Penalty: 5372.820312
	Iteration 27Q: 3 clusters Score -8989157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8989163.000000 Penalty: 5372.820312
	Iteration 28Q: 3 clusters Score -8989163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8989178.000000 Penalty: 5372.820312
	Iteration 29Q: 3 clusters Score -8989178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8989165.000000 Penalty: 5372.820312
	Iteration 30Q: 3 clusters Score -8989165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8989168.000000 Penalty: 5372.820312
	Iteration 31Q: 3 clusters Score -8989168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8989169.000000 Penalty: 5372.820312
	Iteration 32Q: 3 clusters Score -8989169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8989181.000000 Penalty: 5372.820312
	Iteration 33Q: 3 clusters Score -8989181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8989184.000000 Penalty: 5372.820312
	Iteration 34Q: 3 clusters Score -8989184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8989184.000000 Penalty: 5372.820312
	Iteration 35Q: 3 clusters Score -8989184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8989184.000000 Penalty: 5372.820312
	Iteration 36F: 3 clusters Score -8989184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1862943.250000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1862943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1854939.250000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1854939 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1857167.500000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1857168 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1857461.500000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1857462 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1857699.000000 Penalty: 4594.649902
	Iteration 3F: 3 clusters Score -1857699 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1857925.250000 Penalty: 4594.649902
	Iteration 4Q: 3 clusters Score -1857925 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1858119.375000 Penalty: 4594.649902
	Iteration 5Q: 3 clusters Score -1858119 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1858319.625000 Penalty: 4594.649902
	Iteration 6Q: 3 clusters Score -1858320 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1858520.375000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1858520 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1858753.250000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1858753 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1859005.750000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1859006 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1859287.125000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1859287 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1859613.125000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1859613 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1859952.250000 Penalty: 4594.649902
	Iteration 12Q: 3 clusters Score -1859952 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1860220.875000 Penalty: 4594.649902
	Iteration 13Q: 3 clusters Score -1860221 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1860426.500000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1860426 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1860587.125000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1860587 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1860693.375000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1860693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1860769.625000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1860770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1860838.625000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1860839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1860896.625000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1860897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1860933.000000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1860933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1860956.125000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1860956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1860970.750000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1860971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1860978.625000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1860979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1860984.000000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1860984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1860987.500000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1860988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1860992.000000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1860992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1860994.500000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1860994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1860996.000000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1860996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1861003.375000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1861003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1861004.375000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1861004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1861003.875000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1861004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1861003.875000 Penalty: 4594.649902
	Iteration 32F: 3 clusters Score -1861004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Entering Unmasked Estep 
Score: -4716381.500000 Penalty: 2524.145996
	Iteration 0F: 2 clusters Score -4716382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4698195.000000 Penalty: 5048.291992
	Iteration 0F: 3 clusters Score -4698195 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -4704696.000000 Penalty: 5048.291992
	Iteration 1F: 3 clusters Score -4704696 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4705251.500000 Penalty: 5048.291992
	Iteration 2F: 3 clusters Score -4705252 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4705751.500000 Penalty: 5048.291992
	Iteration 3Q: 3 clusters Score -4705752 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4706286.500000 Penalty: 5048.291992
	Iteration 4Q: 3 clusters Score -4706286 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4706832.000000 Penalty: 5048.291992
	Iteration 5Q: 3 clusters Score -4706832 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4707482.000000 Penalty: 5048.291992
	Iteration 6Q: 3 clusters Score -4707482 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4708414.500000 Penalty: 5048.291992
	Iteration 7F: 3 clusters Score -4708414 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4709588.000000 Penalty: 5048.291992
	Iteration 8F: 3 clusters Score -4709588 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4710891.500000 Penalty: 5048.291992
	Iteration 9F: 3 clusters Score -4710892 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4711704.000000 Penalty: 5048.291992
	Iteration 10F: 3 clusters Score -4711704 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4712012.500000 Penalty: 5048.291992
	Iteration 11Q: 3 clusters Score -4712012 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4712220.500000 Penalty: 5048.291992
	Iteration 12Q: 3 clusters Score -4712220 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4712388.000000 Penalty: 5048.291992
	Iteration 13Q: 3 clusters Score -4712388 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4712547.000000 Penalty: 5048.291992
	Iteration 14Q: 3 clusters Score -4712547 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4712632.500000 Penalty: 5048.291992
	Iteration 15Q: 3 clusters Score -4712632 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4712705.500000 Penalty: 5048.291992
	Iteration 16Q: 3 clusters Score -4712706 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4712762.500000 Penalty: 5048.291992
	Iteration 17Q: 3 clusters Score -4712762 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4712810.500000 Penalty: 5048.291992
	Iteration 18Q: 3 clusters Score -4712810 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4712852.000000 Penalty: 5048.291992
	Iteration 19Q: 3 clusters Score -4712852 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4712882.500000 Penalty: 5048.291992
	Iteration 20F: 3 clusters Score -4712882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4712895.000000 Penalty: 5048.291992
	Iteration 21Q: 3 clusters Score -4712895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4712922.500000 Penalty: 5048.291992
	Iteration 22Q: 3 clusters Score -4712922 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4712947.000000 Penalty: 5048.291992
	Iteration 23Q: 3 clusters Score -4712947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4712977.000000 Penalty: 5048.291992
	Iteration 24Q: 3 clusters Score -4712977 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4713000.000000 Penalty: 5048.291992
	Iteration 25Q: 3 clusters Score -4713000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4713034.000000 Penalty: 5048.291992
	Iteration 26Q: 3 clusters Score -4713034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4713050.000000 Penalty: 5048.291992
	Iteration 27Q: 3 clusters Score -4713050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4713076.000000 Penalty: 5048.291992
	Iteration 28Q: 3 clusters Score -4713076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4713099.500000 Penalty: 5048.291992
	Iteration 29Q: 3 clusters Score -4713100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4713115.500000 Penalty: 5048.291992
	Iteration 30Q: 3 clusters Score -4713116 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4713133.000000 Penalty: 5048.291992
	Iteration 31Q: 3 clusters Score -4713133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4713141.500000 Penalty: 5048.291992
	Iteration 32Q: 3 clusters Score -4713142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4713147.500000 Penalty: 5048.291992
	Iteration 33Q: 3 clusters Score -4713148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4713169.000000 Penalty: 5048.291992
	Iteration 34Q: 3 clusters Score -4713169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4713178.500000 Penalty: 5048.291992
	Iteration 35Q: 3 clusters Score -4713178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4713211.000000 Penalty: 5048.291992
	Iteration 36Q: 3 clusters Score -4713211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4713224.500000 Penalty: 5048.291992
	Iteration 37Q: 3 clusters Score -4713224 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4713258.000000 Penalty: 5048.291992
	Iteration 38Q: 3 clusters Score -4713258 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4713273.000000 Penalty: 5048.291992
	Iteration 39Q: 3 clusters Score -4713273 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4713286.000000 Penalty: 5048.291992
	Iteration 40F: 3 clusters Score -4713286 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4713316 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4713320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4713361 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4713370 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4713377.500000 Penalty: 5048.291992
	Iteration 45Q: 3 clusters Score -4713378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4713391.000000 Penalty: 5048.291992
	Iteration 46Q: 3 clusters Score -4713391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4713393.500000 Penalty: 5048.291992
	Iteration 47Q: 3 clusters Score -4713394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -4713407.000000 Penalty: 5048.291992
	Iteration 48Q: 3 clusters Score -4713407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -4713426.500000 Penalty: 5048.291992
	Iteration 49Q: 3 clusters Score -4713426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4713438.500000 Penalty: 5048.291992
	Iteration 50Q: 3 clusters Score -4713438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4713461.000000 Penalty: 5048.291992
	Iteration 51Q: 3 clusters Score -4713461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4713459.500000 Penalty: 5048.291992
	Iteration 52Q: 3 clusters Score -4713460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -4713467.500000 Penalty: 5048.291992
	Iteration 53Q: 3 clusters Score -4713468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4713480.000000 Penalty: 5048.291992
	Iteration 54Q: 3 clusters Score -4713480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4713490.000000 Penalty: 5048.291992
	Iteration 55Q: 3 clusters Score -4713490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4713490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4713498.000000 Penalty: 5048.291992
	Iteration 57Q: 3 clusters Score -4713498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4713498 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4713487.500000 Penalty: 5048.291992
	Iteration 59Q: 3 clusters Score -4713488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4713486.500000 Penalty: 5048.291992
	Iteration 60F: 3 clusters Score -4713486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4713498 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4713503.000000 Penalty: 5048.291992
	Iteration 62Q: 3 clusters Score -4713503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4713504.500000 Penalty: 5048.291992
	Iteration 63Q: 3 clusters Score -4713504 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -4713499.000000 Penalty: 5048.291992
	Iteration 64Q: 3 clusters Score -4713499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4713495.000000 Penalty: 5048.291992
	Iteration 65Q: 3 clusters Score -4713495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4713512.500000 Penalty: 5048.291992
	Iteration 66Q: 3 clusters Score -4713512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4713520.500000 Penalty: 5048.291992
	Iteration 67Q: 3 clusters Score -4713520 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4713530.000000 Penalty: 5048.291992
	Iteration 68Q: 3 clusters Score -4713530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4713540.500000 Penalty: 5048.291992
	Iteration 69Q: 3 clusters Score -4713540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -4713552.000000 Penalty: 5048.291992
	Iteration 70Q: 3 clusters Score -4713552 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4713562 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4713581.500000 Penalty: 5048.291992
	Iteration 72Q: 3 clusters Score -4713582 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4713593.000000 Penalty: 5048.291992
	Iteration 73Q: 3 clusters Score -4713593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4713604.000000 Penalty: 5048.291992
	Iteration 74Q: 3 clusters Score -4713604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4713602.500000 Penalty: 5048.291992
	Iteration 75Q: 3 clusters Score -4713602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4713615.500000 Penalty: 5048.291992
	Iteration 76Q: 3 clusters Score -4713616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4713615.000000 Penalty: 5048.291992
	Iteration 77Q: 3 clusters Score -4713615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4713624.000000 Penalty: 5048.291992
	Iteration 78Q: 3 clusters Score -4713624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4713629.500000 Penalty: 5048.291992
	Iteration 79Q: 3 clusters Score -4713630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4713646.500000 Penalty: 5048.291992
	Iteration 80F: 3 clusters Score -4713646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4713662.500000 Penalty: 5048.291992
	Iteration 81Q: 3 clusters Score -4713662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4713675.000000 Penalty: 5048.291992
	Iteration 82Q: 3 clusters Score -4713675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4713696.500000 Penalty: 5048.291992
	Iteration 83Q: 3 clusters Score -4713696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4713701.500000 Penalty: 5048.291992
	Iteration 84Q: 3 clusters Score -4713702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4713702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -4713701.000000 Penalty: 5048.291992
	Iteration 86Q: 3 clusters Score -4713701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4713717.500000 Penalty: 5048.291992
	Iteration 87Q: 3 clusters Score -4713718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4713716.500000 Penalty: 5048.291992
	Iteration 88Q: 3 clusters Score -4713716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4713737.000000 Penalty: 5048.291992
	Iteration 89Q: 3 clusters Score -4713737 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3933 members 
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Entering Unmasked Estep 
Score: -4713745.000000 Penalty: 5048.291992
	Iteration 90Q: 3 clusters Score -4713745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4713746.500000 Penalty: 5048.291992
	Iteration 91Q: 3 clusters Score -4713746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4713758.000000 Penalty: 5048.291992
	Iteration 92Q: 3 clusters Score -4713758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4713769.500000 Penalty: 5048.291992
	Iteration 93Q: 3 clusters Score -4713770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4713770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4713786.000000 Penalty: 5048.291992
	Iteration 95Q: 3 clusters Score -4713786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4713779.500000 Penalty: 5048.291992
	Iteration 96Q: 3 clusters Score -4713780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4713791.000000 Penalty: 5048.291992
	Iteration 97Q: 3 clusters Score -4713791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4713788.000000 Penalty: 5048.291992
	Iteration 98Q: 3 clusters Score -4713788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4713795.000000 Penalty: 5048.291992
	Iteration 99Q: 3 clusters Score -4713795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4713804.500000 Penalty: 5048.291992
	Iteration 100F: 3 clusters Score -4713804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4713808.500000 Penalty: 5048.291992
	Iteration 101Q: 3 clusters Score -4713808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4713811.500000 Penalty: 5048.291992
	Iteration 102Q: 3 clusters Score -4713812 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4713818.000000 Penalty: 5048.291992
	Iteration 103Q: 3 clusters Score -4713818 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4713825.000000 Penalty: 5048.291992
	Iteration 104Q: 3 clusters Score -4713825 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4713830.000000 Penalty: 5048.291992
	Iteration 105Q: 3 clusters Score -4713830 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4713829.000000 Penalty: 5048.291992
	Iteration 106Q: 3 clusters Score -4713829 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4713835.000000 Penalty: 5048.291992
	Iteration 107Q: 3 clusters Score -4713835 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4713827.500000 Penalty: 5048.291992
	Iteration 108Q: 3 clusters Score -4713828 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -4713838.500000 Penalty: 5048.291992
	Iteration 109Q: 3 clusters Score -4713838 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -4713843.000000 Penalty: 5048.291992
	Iteration 110Q: 3 clusters Score -4713843 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4713841.000000 Penalty: 5048.291992
	Iteration 111Q: 3 clusters Score -4713841 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4713833.000000 Penalty: 5048.291992
	Iteration 112Q: 3 clusters Score -4713833 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -4713846.000000 Penalty: 5048.291992
	Iteration 113Q: 3 clusters Score -4713846 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4713853.000000 Penalty: 5048.291992
	Iteration 114Q: 3 clusters Score -4713853 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4713853 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4713845.500000 Penalty: 5048.291992
	Iteration 116Q: 3 clusters Score -4713846 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4713847.000000 Penalty: 5048.291992
	Iteration 117Q: 3 clusters Score -4713847 nChanged 4
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4713846 nChanged 5
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Mstep: Class 1 contains 3345 members 
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Entering Unmasked Estep 
Score: -4713850.000000 Penalty: 5048.291992
	Iteration 119Q: 3 clusters Score -4713850 nChanged 2
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4713851.500000 Penalty: 5048.291992
	Iteration 120F: 3 clusters Score -4713852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4713850 nChanged 2
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4713851.000000 Penalty: 5048.291992
	Iteration 122Q: 3 clusters Score -4713851 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4713857.500000 Penalty: 5048.291992
	Iteration 123Q: 3 clusters Score -4713858 nChanged 5
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Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4713855.000000 Penalty: 5048.291992
	Iteration 124Q: 3 clusters Score -4713855 nChanged 3
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4713850 nChanged 3
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Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4713854.500000 Penalty: 5048.291992
	Iteration 126Q: 3 clusters Score -4713854 nChanged 2
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4713857 nChanged 4
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Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4713856 nChanged 4
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Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4713857.000000 Penalty: 5048.291992
	Iteration 129Q: 3 clusters Score -4713857 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4713856 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4713850 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4713856.000000 Penalty: 5048.291992
	Iteration 132Q: 3 clusters Score -4713856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4713863.000000 Penalty: 5048.291992
	Iteration 133Q: 3 clusters Score -4713863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -4713867.000000 Penalty: 5048.291992
	Iteration 134Q: 3 clusters Score -4713867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4713869.500000 Penalty: 5048.291992
	Iteration 135Q: 3 clusters Score -4713870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4713879.000000 Penalty: 5048.291992
	Iteration 136Q: 3 clusters Score -4713879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4713874.000000 Penalty: 5048.291992
	Iteration 137Q: 3 clusters Score -4713874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -4713880.500000 Penalty: 5048.291992
	Iteration 138Q: 3 clusters Score -4713880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4713879.500000 Penalty: 5048.291992
	Iteration 139Q: 3 clusters Score -4713880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4713877.500000 Penalty: 5048.291992
	Iteration 140F: 3 clusters Score -4713878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4713879.000000 Penalty: 5048.291992
	Iteration 141Q: 3 clusters Score -4713879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4713879.500000 Penalty: 5048.291992
	Iteration 142Q: 3 clusters Score -4713880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4713889.000000 Penalty: 5048.291992
	Iteration 143Q: 3 clusters Score -4713889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4713887.000000 Penalty: 5048.291992
	Iteration 144Q: 3 clusters Score -4713887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4713887.000000 Penalty: 5048.291992
	Iteration 145Q: 3 clusters Score -4713887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4713891.000000 Penalty: 5048.291992
	Iteration 146Q: 3 clusters Score -4713891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4713890.500000 Penalty: 5048.291992
	Iteration 147Q: 3 clusters Score -4713890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4713892.000000 Penalty: 5048.291992
	Iteration 148Q: 3 clusters Score -4713892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4713895.000000 Penalty: 5048.291992
	Iteration 149Q: 3 clusters Score -4713895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4713896.000000 Penalty: 5048.291992
	Iteration 150Q: 3 clusters Score -4713896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4713903.500000 Penalty: 5048.291992
	Iteration 151Q: 3 clusters Score -4713904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4713898.000000 Penalty: 5048.291992
	Iteration 152Q: 3 clusters Score -4713898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4713901.500000 Penalty: 5048.291992
	Iteration 153Q: 3 clusters Score -4713902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4713906.500000 Penalty: 5048.291992
	Iteration 154Q: 3 clusters Score -4713906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4713909.000000 Penalty: 5048.291992
	Iteration 155Q: 3 clusters Score -4713909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4713912.000000 Penalty: 5048.291992
	Iteration 156Q: 3 clusters Score -4713912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4713903.500000 Penalty: 5048.291992
	Iteration 157Q: 3 clusters Score -4713904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4713909.000000 Penalty: 5048.291992
	Iteration 158Q: 3 clusters Score -4713909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4713913.000000 Penalty: 5048.291992
	Iteration 159Q: 3 clusters Score -4713913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4713914.500000 Penalty: 5048.291992
	Iteration 160F: 3 clusters Score -4713914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4713924.500000 Penalty: 5048.291992
	Iteration 161Q: 3 clusters Score -4713924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4713920.500000 Penalty: 5048.291992
	Iteration 162Q: 3 clusters Score -4713920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4713932.000000 Penalty: 5048.291992
	Iteration 163Q: 3 clusters Score -4713932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4713935.000000 Penalty: 5048.291992
	Iteration 164Q: 3 clusters Score -4713935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4713946.500000 Penalty: 5048.291992
	Iteration 165Q: 3 clusters Score -4713946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4713948.000000 Penalty: 5048.291992
	Iteration 166Q: 3 clusters Score -4713948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4713955.500000 Penalty: 5048.291992
	Iteration 167Q: 3 clusters Score -4713956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4713960.500000 Penalty: 5048.291992
	Iteration 168Q: 3 clusters Score -4713960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4713960.000000 Penalty: 5048.291992
	Iteration 169Q: 3 clusters Score -4713960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4713965.500000 Penalty: 5048.291992
	Iteration 170Q: 3 clusters Score -4713966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4713977.500000 Penalty: 5048.291992
	Iteration 171Q: 3 clusters Score -4713978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4713981.500000 Penalty: 5048.291992
	Iteration 172Q: 3 clusters Score -4713982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4713986.500000 Penalty: 5048.291992
	Iteration 173Q: 3 clusters Score -4713986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4713981.500000 Penalty: 5048.291992
	Iteration 174Q: 3 clusters Score -4713982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4713984.500000 Penalty: 5048.291992
	Iteration 175Q: 3 clusters Score -4713984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4713982.000000 Penalty: 5048.291992
	Iteration 176Q: 3 clusters Score -4713982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -4713985.000000 Penalty: 5048.291992
	Iteration 177Q: 3 clusters Score -4713985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4713982.000000 Penalty: 5048.291992
	Iteration 178Q: 3 clusters Score -4713982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4713983.000000 Penalty: 5048.291992
	Iteration 179Q: 3 clusters Score -4713983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4713982.500000 Penalty: 5048.291992
	Iteration 180F: 3 clusters Score -4713982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4713978.500000 Penalty: 5048.291992
	Iteration 181Q: 3 clusters Score -4713978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -4713982.000000 Penalty: 5048.291992
	Iteration 182Q: 3 clusters Score -4713982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4713989.500000 Penalty: 5048.291992
	Iteration 183Q: 3 clusters Score -4713990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4713991.000000 Penalty: 5048.291992
	Iteration 184Q: 3 clusters Score -4713991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4713987.000000 Penalty: 5048.291992
	Iteration 185Q: 3 clusters Score -4713987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4713988.000000 Penalty: 5048.291992
	Iteration 186Q: 3 clusters Score -4713988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4713995.000000 Penalty: 5048.291992
	Iteration 187Q: 3 clusters Score -4713995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4713993.000000 Penalty: 5048.291992
	Iteration 188Q: 3 clusters Score -4713993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4713994.500000 Penalty: 5048.291992
	Iteration 189Q: 3 clusters Score -4713994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4713996.500000 Penalty: 5048.291992
	Iteration 190Q: 3 clusters Score -4713996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4714000.000000 Penalty: 5048.291992
	Iteration 191Q: 3 clusters Score -4714000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4713997.000000 Penalty: 5048.291992
	Iteration 192Q: 3 clusters Score -4713997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4713990.500000 Penalty: 5048.291992
	Iteration 193Q: 3 clusters Score -4713990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4713993.000000 Penalty: 5048.291992
	Iteration 194Q: 3 clusters Score -4713993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4713988.500000 Penalty: 5048.291992
	Iteration 195Q: 3 clusters Score -4713988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4713993.500000 Penalty: 5048.291992
	Iteration 196Q: 3 clusters Score -4713994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -4713993.000000 Penalty: 5048.291992
	Iteration 197Q: 3 clusters Score -4713993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4713988.000000 Penalty: 5048.291992
	Iteration 198Q: 3 clusters Score -4713988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4713988.000000 Penalty: 5048.291992
	Iteration 199Q: 3 clusters Score -4713988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -4713987.000000 Penalty: 5048.291992
	Iteration 200F: 3 clusters Score -4713987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -4713993.500000 Penalty: 5048.291992
	Iteration 201Q: 3 clusters Score -4713994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4713998.000000 Penalty: 5048.291992
	Iteration 202Q: 3 clusters Score -4713998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4714005.000000 Penalty: 5048.291992
	Iteration 203Q: 3 clusters Score -4714005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4714007.500000 Penalty: 5048.291992
	Iteration 204Q: 3 clusters Score -4714008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4714011.000000 Penalty: 5048.291992
	Iteration 205Q: 3 clusters Score -4714011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4714011.500000 Penalty: 5048.291992
	Iteration 206Q: 3 clusters Score -4714012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4714014.000000 Penalty: 5048.291992
	Iteration 207Q: 3 clusters Score -4714014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4714017.500000 Penalty: 5048.291992
	Iteration 208Q: 3 clusters Score -4714018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4714017.500000 Penalty: 5048.291992
	Iteration 209F: 3 clusters Score -4714018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Entering Unmasked Estep 
Score: -9114601.000000 Penalty: 2689.312744
	Iteration 0F: 2 clusters Score -9114601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -9083676.000000 Penalty: 5378.625488
	Iteration 0F: 3 clusters Score -9083676 nChanged 23680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -9097144.000000 Penalty: 5378.625488
	Iteration 1F: 3 clusters Score -9097144 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -9097857.000000 Penalty: 5378.625488
	Iteration 2Q: 3 clusters Score -9097857 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -9098812.000000 Penalty: 5378.625488
	Iteration 3Q: 3 clusters Score -9098812 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -9099857.000000 Penalty: 5378.625488
	Iteration 4Q: 3 clusters Score -9099857 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -9101061.000000 Penalty: 5378.625488
	Iteration 5F: 3 clusters Score -9101061 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -9102429.000000 Penalty: 5378.625488
	Iteration 6F: 3 clusters Score -9102429 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -9103753.000000 Penalty: 5378.625488
	Iteration 7F: 3 clusters Score -9103753 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -9104941.000000 Penalty: 5378.625488
	Iteration 8F: 3 clusters Score -9104941 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -9106149.000000 Penalty: 5378.625488
	Iteration 9Q: 3 clusters Score -9106149 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -9107196.000000 Penalty: 5378.625488
	Iteration 10Q: 3 clusters Score -9107196 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -9108334.000000 Penalty: 5378.625488
	Iteration 11Q: 3 clusters Score -9108334 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -9109682.000000 Penalty: 5378.625488
	Iteration 12Q: 3 clusters Score -9109682 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -9111526.000000 Penalty: 5378.625488
	Iteration 13Q: 3 clusters Score -9111526 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -9112758.000000 Penalty: 5378.625488
	Iteration 14Q: 3 clusters Score -9112758 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -9113110.000000 Penalty: 5378.625488
	Iteration 15Q: 3 clusters Score -9113110 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -9113230.000000 Penalty: 5378.625488
	Iteration 16Q: 3 clusters Score -9113230 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -9113325.000000 Penalty: 5378.625488
	Iteration 17Q: 3 clusters Score -9113325 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -9113407.000000 Penalty: 5378.625488
	Iteration 18Q: 3 clusters Score -9113407 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -9113447.000000 Penalty: 5378.625488
	Iteration 19Q: 3 clusters Score -9113447 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -9113478.000000 Penalty: 5378.625488
	Iteration 20F: 3 clusters Score -9113478 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -9113514.000000 Penalty: 5378.625488
	Iteration 21Q: 3 clusters Score -9113514 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -9113556.000000 Penalty: 5378.625488
	Iteration 22Q: 3 clusters Score -9113556 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -9113593.000000 Penalty: 5378.625488
	Iteration 23Q: 3 clusters Score -9113593 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -9113604.000000 Penalty: 5378.625488
	Iteration 24Q: 3 clusters Score -9113604 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -9113608.000000 Penalty: 5378.625488
	Iteration 25Q: 3 clusters Score -9113608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -9113649.000000 Penalty: 5378.625488
	Iteration 26Q: 3 clusters Score -9113649 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -9113663.000000 Penalty: 5378.625488
	Iteration 27Q: 3 clusters Score -9113663 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -9113687.000000 Penalty: 5378.625488
	Iteration 28Q: 3 clusters Score -9113687 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -9113691.000000 Penalty: 5378.625488
	Iteration 29Q: 3 clusters Score -9113691 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -9113704.000000 Penalty: 5378.625488
	Iteration 30Q: 3 clusters Score -9113704 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -9113769.000000 Penalty: 5378.625488
	Iteration 31Q: 3 clusters Score -9113769 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -9113772.000000 Penalty: 5378.625488
	Iteration 32Q: 3 clusters Score -9113772 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -9113819.000000 Penalty: 5378.625488
	Iteration 33Q: 3 clusters Score -9113819 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -9113823.000000 Penalty: 5378.625488
	Iteration 34Q: 3 clusters Score -9113823 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -9113862.000000 Penalty: 5378.625488
	Iteration 35Q: 3 clusters Score -9113862 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -9113860.000000 Penalty: 5378.625488
	Iteration 36Q: 3 clusters Score -9113860 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -9113882.000000 Penalty: 5378.625488
	Iteration 37Q: 3 clusters Score -9113882 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -9113878.000000 Penalty: 5378.625488
	Iteration 38Q: 3 clusters Score -9113878 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -9113885.000000 Penalty: 5378.625488
	Iteration 39Q: 3 clusters Score -9113885 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -9113893.000000 Penalty: 5378.625488
	Iteration 40F: 3 clusters Score -9113893 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -9113904.000000 Penalty: 5378.625488
	Iteration 41Q: 3 clusters Score -9113904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -9113951.000000 Penalty: 5378.625488
	Iteration 42Q: 3 clusters Score -9113951 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -9113970.000000 Penalty: 5378.625488
	Iteration 43Q: 3 clusters Score -9113970 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -9113991.000000 Penalty: 5378.625488
	Iteration 44Q: 3 clusters Score -9113991 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -9113990.000000 Penalty: 5378.625488
	Iteration 45Q: 3 clusters Score -9113990 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -9114001.000000 Penalty: 5378.625488
	Iteration 46Q: 3 clusters Score -9114001 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -9114024.000000 Penalty: 5378.625488
	Iteration 47Q: 3 clusters Score -9114024 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -9113980.000000 Penalty: 5378.625488
	Iteration 48Q: 3 clusters Score -9113980 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -9113990.000000 Penalty: 5378.625488
	Iteration 49Q: 3 clusters Score -9113990 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -9114047.000000 Penalty: 5378.625488
	Iteration 50Q: 3 clusters Score -9114047 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -9114075.000000 Penalty: 5378.625488
	Iteration 51Q: 3 clusters Score -9114075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -9114092.000000 Penalty: 5378.625488
	Iteration 52Q: 3 clusters Score -9114092 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -9114068.000000 Penalty: 5378.625488
	Iteration 53Q: 3 clusters Score -9114068 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -9114050.000000 Penalty: 5378.625488
	Iteration 54Q: 3 clusters Score -9114050 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -9114022.000000 Penalty: 5378.625488
	Iteration 55Q: 3 clusters Score -9114022 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -9114013.000000 Penalty: 5378.625488
	Iteration 56Q: 3 clusters Score -9114013 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -9114011.000000 Penalty: 5378.625488
	Iteration 57Q: 3 clusters Score -9114011 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -9113998.000000 Penalty: 5378.625488
	Iteration 58Q: 3 clusters Score -9113998 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9113990.000000 Penalty: 5378.625488
	Iteration 59Q: 3 clusters Score -9113990 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -9113973.000000 Penalty: 5378.625488
	Iteration 60F: 3 clusters Score -9113973 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -9113954.000000 Penalty: 5378.625488
	Iteration 61Q: 3 clusters Score -9113954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -9113952.000000 Penalty: 5378.625488
	Iteration 62Q: 3 clusters Score -9113952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -9113934.000000 Penalty: 5378.625488
	Iteration 63Q: 3 clusters Score -9113934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -9113928.000000 Penalty: 5378.625488
	Iteration 64Q: 3 clusters Score -9113928 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -9113932.000000 Penalty: 5378.625488
	Iteration 65Q: 3 clusters Score -9113932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -9113940.000000 Penalty: 5378.625488
	Iteration 66Q: 3 clusters Score -9113940 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -9113901.000000 Penalty: 5378.625488
	Iteration 67Q: 3 clusters Score -9113901 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -9113906.000000 Penalty: 5378.625488
	Iteration 68Q: 3 clusters Score -9113906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -9113903.000000 Penalty: 5378.625488
	Iteration 69Q: 3 clusters Score -9113903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -9113894.000000 Penalty: 5378.625488
	Iteration 70Q: 3 clusters Score -9113894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -9113887.000000 Penalty: 5378.625488
	Iteration 71Q: 3 clusters Score -9113887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -9113857.000000 Penalty: 5378.625488
	Iteration 72Q: 3 clusters Score -9113857 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -9113841.000000 Penalty: 5378.625488
	Iteration 73Q: 3 clusters Score -9113841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -9113821.000000 Penalty: 5378.625488
	Iteration 74Q: 3 clusters Score -9113821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -9113826.000000 Penalty: 5378.625488
	Iteration 75Q: 3 clusters Score -9113826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -9113826.000000 Penalty: 5378.625488
	Iteration 76Q: 3 clusters Score -9113826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -9113837.000000 Penalty: 5378.625488
	Iteration 77Q: 3 clusters Score -9113837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -9113812.000000 Penalty: 5378.625488
	Iteration 78Q: 3 clusters Score -9113812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -9113795.000000 Penalty: 5378.625488
	Iteration 79Q: 3 clusters Score -9113795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -9113768.000000 Penalty: 5378.625488
	Iteration 80F: 3 clusters Score -9113768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -9113748.000000 Penalty: 5378.625488
	Iteration 81Q: 3 clusters Score -9113748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -9113752.000000 Penalty: 5378.625488
	Iteration 82Q: 3 clusters Score -9113752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -9113743.000000 Penalty: 5378.625488
	Iteration 83Q: 3 clusters Score -9113743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -9113717.000000 Penalty: 5378.625488
	Iteration 84Q: 3 clusters Score -9113717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -9113691.000000 Penalty: 5378.625488
	Iteration 85Q: 3 clusters Score -9113691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -9113678.000000 Penalty: 5378.625488
	Iteration 86Q: 3 clusters Score -9113678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -9113674.000000 Penalty: 5378.625488
	Iteration 87Q: 3 clusters Score -9113674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -9113663.000000 Penalty: 5378.625488
	Iteration 88Q: 3 clusters Score -9113663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -9113665.000000 Penalty: 5378.625488
	Iteration 89Q: 3 clusters Score -9113665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -9113659.000000 Penalty: 5378.625488
	Iteration 90Q: 3 clusters Score -9113659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -9113653.000000 Penalty: 5378.625488
	Iteration 91Q: 3 clusters Score -9113653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -9113642.000000 Penalty: 5378.625488
	Iteration 92Q: 3 clusters Score -9113642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -9113643.000000 Penalty: 5378.625488
	Iteration 93Q: 3 clusters Score -9113643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -9113634.000000 Penalty: 5378.625488
	Iteration 94Q: 3 clusters Score -9113634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -9113615.000000 Penalty: 5378.625488
	Iteration 95Q: 3 clusters Score -9113615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -9113608.000000 Penalty: 5378.625488
	Iteration 96Q: 3 clusters Score -9113608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -9113589.000000 Penalty: 5378.625488
	Iteration 97Q: 3 clusters Score -9113589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -9113560.000000 Penalty: 5378.625488
	Iteration 98Q: 3 clusters Score -9113560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9113550.000000 Penalty: 5378.625488
	Iteration 99Q: 3 clusters Score -9113550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -9113548.000000 Penalty: 5378.625488
	Iteration 100F: 3 clusters Score -9113548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -9113564.000000 Penalty: 5378.625488
	Iteration 101Q: 3 clusters Score -9113564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -9113539.000000 Penalty: 5378.625488
	Iteration 102Q: 3 clusters Score -9113539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9113549.000000 Penalty: 5378.625488
	Iteration 103Q: 3 clusters Score -9113549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -9113547.000000 Penalty: 5378.625488
	Iteration 104Q: 3 clusters Score -9113547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -9113513.000000 Penalty: 5378.625488
	Iteration 105Q: 3 clusters Score -9113513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -9113534.000000 Penalty: 5378.625488
	Iteration 106Q: 3 clusters Score -9113534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -9113523.000000 Penalty: 5378.625488
	Iteration 107Q: 3 clusters Score -9113523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -9113505.000000 Penalty: 5378.625488
	Iteration 108Q: 3 clusters Score -9113505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -9113496.000000 Penalty: 5378.625488
	Iteration 109Q: 3 clusters Score -9113496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9113488.000000 Penalty: 5378.625488
	Iteration 110Q: 3 clusters Score -9113488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -9113467.000000 Penalty: 5378.625488
	Iteration 111Q: 3 clusters Score -9113467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9113461.000000 Penalty: 5378.625488
	Iteration 112Q: 3 clusters Score -9113461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -9113455.000000 Penalty: 5378.625488
	Iteration 113Q: 3 clusters Score -9113455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -9113451.000000 Penalty: 5378.625488
	Iteration 114Q: 3 clusters Score -9113451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9113450.000000 Penalty: 5378.625488
	Iteration 115Q: 3 clusters Score -9113450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9113452.000000 Penalty: 5378.625488
	Iteration 116Q: 3 clusters Score -9113452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9113452.000000 Penalty: 5378.625488
	Iteration 117Q: 3 clusters Score -9113452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -9113438.000000 Penalty: 5378.625488
	Iteration 118Q: 3 clusters Score -9113438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9113425.000000 Penalty: 5378.625488
	Iteration 119Q: 3 clusters Score -9113425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9113427.000000 Penalty: 5378.625488
	Iteration 120F: 3 clusters Score -9113427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -9113427.000000 Penalty: 5378.625488
	Iteration 121Q: 3 clusters Score -9113427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9113425.000000 Penalty: 5378.625488
	Iteration 122Q: 3 clusters Score -9113425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9113417.000000 Penalty: 5378.625488
	Iteration 123Q: 3 clusters Score -9113417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9113410.000000 Penalty: 5378.625488
	Iteration 124Q: 3 clusters Score -9113410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9113421.000000 Penalty: 5378.625488
	Iteration 125Q: 3 clusters Score -9113421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9113411.000000 Penalty: 5378.625488
	Iteration 126Q: 3 clusters Score -9113411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9113410.000000 Penalty: 5378.625488
	Iteration 127Q: 3 clusters Score -9113410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -9113406.000000 Penalty: 5378.625488
	Iteration 128Q: 3 clusters Score -9113406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9113400.000000 Penalty: 5378.625488
	Iteration 129Q: 3 clusters Score -9113400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9113396.000000 Penalty: 5378.625488
	Iteration 130Q: 3 clusters Score -9113396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9113380.000000 Penalty: 5378.625488
	Iteration 131Q: 3 clusters Score -9113380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9113382.000000 Penalty: 5378.625488
	Iteration 132Q: 3 clusters Score -9113382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9113371.000000 Penalty: 5378.625488
	Iteration 133Q: 3 clusters Score -9113371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -9113388.000000 Penalty: 5378.625488
	Iteration 134Q: 3 clusters Score -9113388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9113373.000000 Penalty: 5378.625488
	Iteration 135Q: 3 clusters Score -9113373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9113382.000000 Penalty: 5378.625488
	Iteration 136Q: 3 clusters Score -9113382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9113384.000000 Penalty: 5378.625488
	Iteration 137Q: 3 clusters Score -9113384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9113375.000000 Penalty: 5378.625488
	Iteration 138Q: 3 clusters Score -9113375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -9113377.000000 Penalty: 5378.625488
	Iteration 139Q: 3 clusters Score -9113377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9113376.000000 Penalty: 5378.625488
	Iteration 140F: 3 clusters Score -9113376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9113368.000000 Penalty: 5378.625488
	Iteration 141Q: 3 clusters Score -9113368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9113370.000000 Penalty: 5378.625488
	Iteration 142Q: 3 clusters Score -9113370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9113362.000000 Penalty: 5378.625488
	Iteration 143Q: 3 clusters Score -9113362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -9113366.000000 Penalty: 5378.625488
	Iteration 144Q: 3 clusters Score -9113366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9113377.000000 Penalty: 5378.625488
	Iteration 145Q: 3 clusters Score -9113377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9113373.000000 Penalty: 5378.625488
	Iteration 146Q: 3 clusters Score -9113373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9113370.000000 Penalty: 5378.625488
	Iteration 147Q: 3 clusters Score -9113370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9113374.000000 Penalty: 5378.625488
	Iteration 148Q: 3 clusters Score -9113374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9113370.000000 Penalty: 5378.625488
	Iteration 149Q: 3 clusters Score -9113370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9113369.000000 Penalty: 5378.625488
	Iteration 150Q: 3 clusters Score -9113369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9113370.000000 Penalty: 5378.625488
	Iteration 151Q: 3 clusters Score -9113370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -9113366.000000 Penalty: 5378.625488
	Iteration 152Q: 3 clusters Score -9113366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9113371.000000 Penalty: 5378.625488
	Iteration 153Q: 3 clusters Score -9113371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9113361.000000 Penalty: 5378.625488
	Iteration 154Q: 3 clusters Score -9113361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9113365.000000 Penalty: 5378.625488
	Iteration 155Q: 3 clusters Score -9113365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9113364.000000 Penalty: 5378.625488
	Iteration 156Q: 3 clusters Score -9113364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9113364.000000 Penalty: 5378.625488
	Iteration 157F: 3 clusters Score -9113364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Entering Unmasked Estep 
Score: -9262814.000000 Penalty: 2689.936279
	Iteration 0F: 2 clusters Score -9262814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -9232826.000000 Penalty: 5379.872559
	Iteration 0F: 3 clusters Score -9232826 nChanged 23737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -9245809.000000 Penalty: 5379.872559
	Iteration 1F: 3 clusters Score -9245809 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -9246477.000000 Penalty: 5379.872559
	Iteration 2Q: 3 clusters Score -9246477 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -9247249.000000 Penalty: 5379.872559
	Iteration 3Q: 3 clusters Score -9247249 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -9248220.000000 Penalty: 5379.872559
	Iteration 4Q: 3 clusters Score -9248220 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -9249813.000000 Penalty: 5379.872559
	Iteration 5F: 3 clusters Score -9249813 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -9252074.000000 Penalty: 5379.872559
	Iteration 6F: 3 clusters Score -9252074 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -9254910.000000 Penalty: 5379.872559
	Iteration 7F: 3 clusters Score -9254910 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -9257252.000000 Penalty: 5379.872559
	Iteration 8F: 3 clusters Score -9257252 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9258801.000000 Penalty: 5379.872559
	Iteration 9F: 3 clusters Score -9258801 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9259581.000000 Penalty: 5379.872559
	Iteration 10Q: 3 clusters Score -9259581 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9259967.000000 Penalty: 5379.872559
	Iteration 11Q: 3 clusters Score -9259967 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9260214.000000 Penalty: 5379.872559
	Iteration 12Q: 3 clusters Score -9260214 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9260329.000000 Penalty: 5379.872559
	Iteration 13Q: 3 clusters Score -9260329 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9260405.000000 Penalty: 5379.872559
	Iteration 14Q: 3 clusters Score -9260405 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9260476.000000 Penalty: 5379.872559
	Iteration 15Q: 3 clusters Score -9260476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9260514.000000 Penalty: 5379.872559
	Iteration 16Q: 3 clusters Score -9260514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9260542.000000 Penalty: 5379.872559
	Iteration 17Q: 3 clusters Score -9260542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9260544.000000 Penalty: 5379.872559
	Iteration 18Q: 3 clusters Score -9260544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9260564.000000 Penalty: 5379.872559
	Iteration 19Q: 3 clusters Score -9260564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9260558.000000 Penalty: 5379.872559
	Iteration 20F: 3 clusters Score -9260558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9260567.000000 Penalty: 5379.872559
	Iteration 21Q: 3 clusters Score -9260567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9260574.000000 Penalty: 5379.872559
	Iteration 22Q: 3 clusters Score -9260574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9260577.000000 Penalty: 5379.872559
	Iteration 23Q: 3 clusters Score -9260577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9260573.000000 Penalty: 5379.872559
	Iteration 24Q: 3 clusters Score -9260573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9260587.000000 Penalty: 5379.872559
	Iteration 25Q: 3 clusters Score -9260587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9260584.000000 Penalty: 5379.872559
	Iteration 26Q: 3 clusters Score -9260584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9260583.000000 Penalty: 5379.872559
	Iteration 27Q: 3 clusters Score -9260583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9260585.000000 Penalty: 5379.872559
	Iteration 28Q: 3 clusters Score -9260585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9260585.000000 Penalty: 5379.872559
	Iteration 29F: 3 clusters Score -9260585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Entering Unmasked Estep 
Score: -6873532.000000 Penalty: 2617.725098
	Iteration 0F: 2 clusters Score -6873532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -6847643.500000 Penalty: 5235.450195
	Iteration 0F: 3 clusters Score -6847644 nChanged 17634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -6857389.000000 Penalty: 5235.450195
	Iteration 1F: 3 clusters Score -6857389 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -6857833.500000 Penalty: 5235.450195
	Iteration 2Q: 3 clusters Score -6857834 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -6858189.500000 Penalty: 5235.450195
	Iteration 3Q: 3 clusters Score -6858190 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -6858448.500000 Penalty: 5235.450195
	Iteration 4Q: 3 clusters Score -6858448 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -6858700.500000 Penalty: 5235.450195
	Iteration 5Q: 3 clusters Score -6858700 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -6858884.500000 Penalty: 5235.450195
	Iteration 6Q: 3 clusters Score -6858884 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -6859110.500000 Penalty: 5235.450195
	Iteration 7Q: 3 clusters Score -6859110 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -6859380.000000 Penalty: 5235.450195
	Iteration 8Q: 3 clusters Score -6859380 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -6859694.500000 Penalty: 5235.450195
	Iteration 9Q: 3 clusters Score -6859694 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6860134.000000 Penalty: 5235.450195
	Iteration 10Q: 3 clusters Score -6860134 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6860709.500000 Penalty: 5235.450195
	Iteration 11Q: 3 clusters Score -6860710 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -6861698.000000 Penalty: 5235.450195
	Iteration 12Q: 3 clusters Score -6861698 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -6863043.000000 Penalty: 5235.450195
	Iteration 13F: 3 clusters Score -6863043 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -6864577.500000 Penalty: 5235.450195
	Iteration 14F: 3 clusters Score -6864578 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -6866081.000000 Penalty: 5235.450195
	Iteration 15F: 3 clusters Score -6866081 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -6867380.500000 Penalty: 5235.450195
	Iteration 16Q: 3 clusters Score -6867380 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6868403.500000 Penalty: 5235.450195
	Iteration 17Q: 3 clusters Score -6868404 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -6869232.000000 Penalty: 5235.450195
	Iteration 18Q: 3 clusters Score -6869232 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -6869892.500000 Penalty: 5235.450195
	Iteration 19Q: 3 clusters Score -6869892 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -6870302.000000 Penalty: 5235.450195
	Iteration 20F: 3 clusters Score -6870302 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -6870595.000000 Penalty: 5235.450195
	Iteration 21Q: 3 clusters Score -6870595 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -6870820.500000 Penalty: 5235.450195
	Iteration 22Q: 3 clusters Score -6870820 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -6870949.000000 Penalty: 5235.450195
	Iteration 23Q: 3 clusters Score -6870949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -6871055.500000 Penalty: 5235.450195
	Iteration 24Q: 3 clusters Score -6871056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -6871113.000000 Penalty: 5235.450195
	Iteration 25Q: 3 clusters Score -6871113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -6871141.500000 Penalty: 5235.450195
	Iteration 26Q: 3 clusters Score -6871142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -6871167.000000 Penalty: 5235.450195
	Iteration 27Q: 3 clusters Score -6871167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6871203.500000 Penalty: 5235.450195
	Iteration 28Q: 3 clusters Score -6871204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -6871209.000000 Penalty: 5235.450195
	Iteration 29Q: 3 clusters Score -6871209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -6871221.000000 Penalty: 5235.450195
	Iteration 30Q: 3 clusters Score -6871221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -6871237.500000 Penalty: 5235.450195
	Iteration 31Q: 3 clusters Score -6871238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -6871240.500000 Penalty: 5235.450195
	Iteration 32Q: 3 clusters Score -6871240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -6871241.500000 Penalty: 5235.450195
	Iteration 33Q: 3 clusters Score -6871242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -6871239.500000 Penalty: 5235.450195
	Iteration 34Q: 3 clusters Score -6871240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -6871242.500000 Penalty: 5235.450195
	Iteration 35Q: 3 clusters Score -6871242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -6871244.500000 Penalty: 5235.450195
	Iteration 36Q: 3 clusters Score -6871244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -6871248.500000 Penalty: 5235.450195
	Iteration 37Q: 3 clusters Score -6871248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -6871247.000000 Penalty: 5235.450195
	Iteration 38Q: 3 clusters Score -6871247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -6871247.000000 Penalty: 5235.450195
	Iteration 39Q: 3 clusters Score -6871247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -6871247.000000 Penalty: 5235.450195
	Iteration 40F: 3 clusters Score -6871247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -105738.796875 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -105738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104159.984375 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -104160 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104462.835938 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -104462.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104584.828125 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -104584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104673.843750 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -104673.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104813.820312 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -104813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104879.945312 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -104879.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104933.460938 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -104933.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104952.867188 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -104952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104964.179688 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -104964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104969.609375 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -104969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104974.179688 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -104974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104976.828125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -104976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104979.007812 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -104979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104982.867188 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -104982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104985.617188 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -104985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104989.359375 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -104989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104992.390625 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -104992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104992.390625 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -104992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Entering Unmasked Estep 
Score: -8619148.000000 Penalty: 2673.501221
	Iteration 0F: 2 clusters Score -8619148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -8589051.000000 Penalty: 5347.002441
	Iteration 0F: 3 clusters Score -8589051 nChanged 22068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8600852.000000 Penalty: 5347.002441
	Iteration 1F: 3 clusters Score -8600852 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -8601314.000000 Penalty: 5347.002441
	Iteration 2Q: 3 clusters Score -8601314 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8601775.000000 Penalty: 5347.002441
	Iteration 3Q: 3 clusters Score -8601775 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -8602161.000000 Penalty: 5347.002441
	Iteration 4Q: 3 clusters Score -8602161 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -8602672.000000 Penalty: 5347.002441
	Iteration 5Q: 3 clusters Score -8602672 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -8603347.000000 Penalty: 5347.002441
	Iteration 6Q: 3 clusters Score -8603347 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -8604434.000000 Penalty: 5347.002441
	Iteration 7Q: 3 clusters Score -8604434 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -8606042.000000 Penalty: 5347.002441
	Iteration 8F: 3 clusters Score -8606042 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -8608366.000000 Penalty: 5347.002441
	Iteration 9F: 3 clusters Score -8608366 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -8611011.000000 Penalty: 5347.002441
	Iteration 10F: 3 clusters Score -8611011 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -8613376.000000 Penalty: 5347.002441
	Iteration 11F: 3 clusters Score -8613376 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8614872.000000 Penalty: 5347.002441
	Iteration 12Q: 3 clusters Score -8614872 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8615648.000000 Penalty: 5347.002441
	Iteration 13Q: 3 clusters Score -8615648 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8616059.000000 Penalty: 5347.002441
	Iteration 14Q: 3 clusters Score -8616059 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8616288.000000 Penalty: 5347.002441
	Iteration 15Q: 3 clusters Score -8616288 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8616438.000000 Penalty: 5347.002441
	Iteration 16Q: 3 clusters Score -8616438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8616524.000000 Penalty: 5347.002441
	Iteration 17Q: 3 clusters Score -8616524 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8616605.000000 Penalty: 5347.002441
	Iteration 18Q: 3 clusters Score -8616605 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8616696.000000 Penalty: 5347.002441
	Iteration 19Q: 3 clusters Score -8616696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8616763.000000 Penalty: 5347.002441
	Iteration 20F: 3 clusters Score -8616763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8616806.000000 Penalty: 5347.002441
	Iteration 21Q: 3 clusters Score -8616806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8616822.000000 Penalty: 5347.002441
	Iteration 22Q: 3 clusters Score -8616822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8616832.000000 Penalty: 5347.002441
	Iteration 23Q: 3 clusters Score -8616832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8616838.000000 Penalty: 5347.002441
	Iteration 24Q: 3 clusters Score -8616838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8616862.000000 Penalty: 5347.002441
	Iteration 25Q: 3 clusters Score -8616862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8616858.000000 Penalty: 5347.002441
	Iteration 26Q: 3 clusters Score -8616858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8616865.000000 Penalty: 5347.002441
	Iteration 27Q: 3 clusters Score -8616865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8616867.000000 Penalty: 5347.002441
	Iteration 28Q: 3 clusters Score -8616867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8616874.000000 Penalty: 5347.002441
	Iteration 29Q: 3 clusters Score -8616874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8616874.000000 Penalty: 5347.002441
	Iteration 30Q: 3 clusters Score -8616874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8616868.000000 Penalty: 5347.002441
	Iteration 31Q: 3 clusters Score -8616868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8616868.000000 Penalty: 5347.002441
	Iteration 32Q: 3 clusters Score -8616868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8616868.000000 Penalty: 5347.002441
	Iteration 33F: 3 clusters Score -8616868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Entering Unmasked Estep 
Score: -2015087.000000 Penalty: 2322.528564
	Iteration 0F: 2 clusters Score -2015087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2006409.000000 Penalty: 4645.057129
	Iteration 0F: 3 clusters Score -2006409 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2009165.625000 Penalty: 4645.057129
	Iteration 1F: 3 clusters Score -2009166 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2009617.625000 Penalty: 4645.057129
	Iteration 2F: 3 clusters Score -2009618 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2009931.750000 Penalty: 4645.057129
	Iteration 3F: 3 clusters Score -2009932 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2010142.875000 Penalty: 4645.057129
	Iteration 4Q: 3 clusters Score -2010143 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2010295.125000 Penalty: 4645.057129
	Iteration 5Q: 3 clusters Score -2010295 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2010436.000000 Penalty: 4645.057129
	Iteration 6Q: 3 clusters Score -2010436 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2010551.625000 Penalty: 4645.057129
	Iteration 7Q: 3 clusters Score -2010552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2010661.875000 Penalty: 4645.057129
	Iteration 8Q: 3 clusters Score -2010662 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2010773.625000 Penalty: 4645.057129
	Iteration 9Q: 3 clusters Score -2010774 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2010894.500000 Penalty: 4645.057129
	Iteration 10Q: 3 clusters Score -2010894 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2011025.125000 Penalty: 4645.057129
	Iteration 11Q: 3 clusters Score -2011025 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2011163.875000 Penalty: 4645.057129
	Iteration 12Q: 3 clusters Score -2011164 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2011325.000000 Penalty: 4645.057129
	Iteration 13Q: 3 clusters Score -2011325 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2011508.750000 Penalty: 4645.057129
	Iteration 14Q: 3 clusters Score -2011509 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2011714.000000 Penalty: 4645.057129
	Iteration 15Q: 3 clusters Score -2011714 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2011928.250000 Penalty: 4645.057129
	Iteration 16Q: 3 clusters Score -2011928 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2012140.250000 Penalty: 4645.057129
	Iteration 17Q: 3 clusters Score -2012140 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2012330.875000 Penalty: 4645.057129
	Iteration 18Q: 3 clusters Score -2012331 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2012495.625000 Penalty: 4645.057129
	Iteration 19Q: 3 clusters Score -2012496 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2012638.000000 Penalty: 4645.057129
	Iteration 20F: 3 clusters Score -2012638 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2012750.375000 Penalty: 4645.057129
	Iteration 21Q: 3 clusters Score -2012750 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2012870.875000 Penalty: 4645.057129
	Iteration 22Q: 3 clusters Score -2012871 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2012971.000000 Penalty: 4645.057129
	Iteration 23Q: 3 clusters Score -2012971 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2013055.000000 Penalty: 4645.057129
	Iteration 24Q: 3 clusters Score -2013055 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2013117.250000 Penalty: 4645.057129
	Iteration 25Q: 3 clusters Score -2013117 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2013162.000000 Penalty: 4645.057129
	Iteration 26Q: 3 clusters Score -2013162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2013193.000000 Penalty: 4645.057129
	Iteration 27Q: 3 clusters Score -2013193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2013223.375000 Penalty: 4645.057129
	Iteration 28Q: 3 clusters Score -2013223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2013241.875000 Penalty: 4645.057129
	Iteration 29Q: 3 clusters Score -2013242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2013258.250000 Penalty: 4645.057129
	Iteration 30Q: 3 clusters Score -2013258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2013274.875000 Penalty: 4645.057129
	Iteration 31Q: 3 clusters Score -2013275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2013291.000000 Penalty: 4645.057129
	Iteration 32Q: 3 clusters Score -2013291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2013306.625000 Penalty: 4645.057129
	Iteration 33Q: 3 clusters Score -2013307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2013320.625000 Penalty: 4645.057129
	Iteration 34Q: 3 clusters Score -2013321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2013336.875000 Penalty: 4645.057129
	Iteration 35Q: 3 clusters Score -2013337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2013346.500000 Penalty: 4645.057129
	Iteration 36Q: 3 clusters Score -2013346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2013355.250000 Penalty: 4645.057129
	Iteration 37Q: 3 clusters Score -2013355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2013368.500000 Penalty: 4645.057129
	Iteration 38Q: 3 clusters Score -2013368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2013382.500000 Penalty: 4645.057129
	Iteration 39Q: 3 clusters Score -2013382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2013393.625000 Penalty: 4645.057129
	Iteration 40F: 3 clusters Score -2013394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2013404.125000 Penalty: 4645.057129
	Iteration 41Q: 3 clusters Score -2013404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2013412.625000 Penalty: 4645.057129
	Iteration 42Q: 3 clusters Score -2013413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2013411.375000 Penalty: 4645.057129
	Iteration 43Q: 3 clusters Score -2013411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2013417.125000 Penalty: 4645.057129
	Iteration 44Q: 3 clusters Score -2013417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2013418.375000 Penalty: 4645.057129
	Iteration 45Q: 3 clusters Score -2013418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2013420.875000 Penalty: 4645.057129
	Iteration 46Q: 3 clusters Score -2013421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2013421.500000 Penalty: 4645.057129
	Iteration 47Q: 3 clusters Score -2013422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2013419.625000 Penalty: 4645.057129
	Iteration 48Q: 3 clusters Score -2013420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2013422.375000 Penalty: 4645.057129
	Iteration 49Q: 3 clusters Score -2013422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2013427.375000 Penalty: 4645.057129
	Iteration 50Q: 3 clusters Score -2013427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2013429.875000 Penalty: 4645.057129
	Iteration 51Q: 3 clusters Score -2013430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2013432.875000 Penalty: 4645.057129
	Iteration 52Q: 3 clusters Score -2013433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2013433.125000 Penalty: 4645.057129
	Iteration 53Q: 3 clusters Score -2013433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2013434.250000 Penalty: 4645.057129
	Iteration 54Q: 3 clusters Score -2013434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2013432.750000 Penalty: 4645.057129
	Iteration 55Q: 3 clusters Score -2013433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2013439.750000 Penalty: 4645.057129
	Iteration 56Q: 3 clusters Score -2013440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2013438.625000 Penalty: 4645.057129
	Iteration 57Q: 3 clusters Score -2013439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2013438.625000 Penalty: 4645.057129
	Iteration 58Q: 3 clusters Score -2013439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2013437.750000 Penalty: 4645.057129
	Iteration 59Q: 3 clusters Score -2013438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2013437.375000 Penalty: 4645.057129
	Iteration 60F: 3 clusters Score -2013437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2013437.875000 Penalty: 4645.057129
	Iteration 61Q: 3 clusters Score -2013438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2013439.500000 Penalty: 4645.057129
	Iteration 62Q: 3 clusters Score -2013440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2013439.625000 Penalty: 4645.057129
	Iteration 63Q: 3 clusters Score -2013440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2013440.750000 Penalty: 4645.057129
	Iteration 64Q: 3 clusters Score -2013441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2013443.000000 Penalty: 4645.057129
	Iteration 65Q: 3 clusters Score -2013443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2013444.375000 Penalty: 4645.057129
	Iteration 66Q: 3 clusters Score -2013444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2013444.000000 Penalty: 4645.057129
	Iteration 67Q: 3 clusters Score -2013444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2013444.250000 Penalty: 4645.057129
	Iteration 68Q: 3 clusters Score -2013444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2013448.500000 Penalty: 4645.057129
	Iteration 69Q: 3 clusters Score -2013448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2013448.875000 Penalty: 4645.057129
	Iteration 70Q: 3 clusters Score -2013449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2013448.750000 Penalty: 4645.057129
	Iteration 71Q: 3 clusters Score -2013449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2013450.875000 Penalty: 4645.057129
	Iteration 72Q: 3 clusters Score -2013451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2013450.875000 Penalty: 4645.057129
	Iteration 73F: 3 clusters Score -2013451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Entering Unmasked Estep 
Score: -8856704.000000 Penalty: 2679.345215
	Iteration 0F: 2 clusters Score -8856704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -8825576.000000 Penalty: 5358.690430
	Iteration 0F: 3 clusters Score -8825576 nChanged 22727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -8838765.000000 Penalty: 5358.690430
	Iteration 1F: 3 clusters Score -8838765 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -8839994.000000 Penalty: 5358.690430
	Iteration 2F: 3 clusters Score -8839994 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -8841815.000000 Penalty: 5358.690430
	Iteration 3F: 3 clusters Score -8841815 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -8844628.000000 Penalty: 5358.690430
	Iteration 4F: 3 clusters Score -8844628 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -8848400.000000 Penalty: 5358.690430
	Iteration 5F: 3 clusters Score -8848400 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -8851587.000000 Penalty: 5358.690430
	Iteration 6F: 3 clusters Score -8851587 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -8853239.000000 Penalty: 5358.690430
	Iteration 7Q: 3 clusters Score -8853239 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -8853839.000000 Penalty: 5358.690430
	Iteration 8Q: 3 clusters Score -8853839 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -8854129.000000 Penalty: 5358.690430
	Iteration 9Q: 3 clusters Score -8854129 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -8854248.000000 Penalty: 5358.690430
	Iteration 10Q: 3 clusters Score -8854248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -8854300.000000 Penalty: 5358.690430
	Iteration 11Q: 3 clusters Score -8854300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -8854323.000000 Penalty: 5358.690430
	Iteration 12Q: 3 clusters Score -8854323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -8854337.000000 Penalty: 5358.690430
	Iteration 13Q: 3 clusters Score -8854337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -8854347.000000 Penalty: 5358.690430
	Iteration 14Q: 3 clusters Score -8854347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -8854354.000000 Penalty: 5358.690430
	Iteration 15Q: 3 clusters Score -8854354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -8854354.000000 Penalty: 5358.690430
	Iteration 16F: 3 clusters Score -8854354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Entering Unmasked Estep 
Score: -7382349.500000 Penalty: 2629.134521
	Iteration 0F: 2 clusters Score -7382350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -7355677.500000 Penalty: 5258.269043
	Iteration 0F: 3 clusters Score -7355678 nChanged 18415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -7366009.500000 Penalty: 5258.269043
	Iteration 1F: 3 clusters Score -7366010 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -7366793.000000 Penalty: 5258.269043
	Iteration 2Q: 3 clusters Score -7366793 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -7367717.000000 Penalty: 5258.269043
	Iteration 3F: 3 clusters Score -7367717 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -7369080.500000 Penalty: 5258.269043
	Iteration 4F: 3 clusters Score -7369080 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -7370851.000000 Penalty: 5258.269043
	Iteration 5F: 3 clusters Score -7370851 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -7373138.000000 Penalty: 5258.269043
	Iteration 6F: 3 clusters Score -7373138 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -7375521.000000 Penalty: 5258.269043
	Iteration 7F: 3 clusters Score -7375521 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -7377570.000000 Penalty: 5258.269043
	Iteration 8F: 3 clusters Score -7377570 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7378864.500000 Penalty: 5258.269043
	Iteration 9Q: 3 clusters Score -7378864 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7379490.000000 Penalty: 5258.269043
	Iteration 10Q: 3 clusters Score -7379490 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7379773.000000 Penalty: 5258.269043
	Iteration 11Q: 3 clusters Score -7379773 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7379921.000000 Penalty: 5258.269043
	Iteration 12Q: 3 clusters Score -7379921 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7380012.000000 Penalty: 5258.269043
	Iteration 13Q: 3 clusters Score -7380012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7380063.000000 Penalty: 5258.269043
	Iteration 14Q: 3 clusters Score -7380063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7380095.500000 Penalty: 5258.269043
	Iteration 15Q: 3 clusters Score -7380096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7380105.000000 Penalty: 5258.269043
	Iteration 16Q: 3 clusters Score -7380105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7380120.500000 Penalty: 5258.269043
	Iteration 17Q: 3 clusters Score -7380120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7380123.000000 Penalty: 5258.269043
	Iteration 18Q: 3 clusters Score -7380123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7380128.000000 Penalty: 5258.269043
	Iteration 19Q: 3 clusters Score -7380128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7380130.000000 Penalty: 5258.269043
	Iteration 20F: 3 clusters Score -7380130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7380131.000000 Penalty: 5258.269043
	Iteration 21Q: 3 clusters Score -7380131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7380131.000000 Penalty: 5258.269043
	Iteration 22F: 3 clusters Score -7380131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Entering Unmasked Estep 
Score: -2941488.000000 Penalty: 2421.542236
	Iteration 0F: 2 clusters Score -2941488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2929140.500000 Penalty: 4843.084473
	Iteration 0F: 3 clusters Score -2929140 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2933374.250000 Penalty: 4843.084473
	Iteration 1F: 3 clusters Score -2933374 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2934153.500000 Penalty: 4843.084473
	Iteration 2F: 3 clusters Score -2934154 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2934990.250000 Penalty: 4843.084473
	Iteration 3F: 3 clusters Score -2934990 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2935772.750000 Penalty: 4843.084473
	Iteration 4F: 3 clusters Score -2935773 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2936376.250000 Penalty: 4843.084473
	Iteration 5F: 3 clusters Score -2936376 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2936833.750000 Penalty: 4843.084473
	Iteration 6F: 3 clusters Score -2936834 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2937263.000000 Penalty: 4843.084473
	Iteration 7Q: 3 clusters Score -2937263 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2937610.250000 Penalty: 4843.084473
	Iteration 8Q: 3 clusters Score -2937610 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2937901.250000 Penalty: 4843.084473
	Iteration 9Q: 3 clusters Score -2937901 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2938159.750000 Penalty: 4843.084473
	Iteration 10Q: 3 clusters Score -2938160 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2938331.750000 Penalty: 4843.084473
	Iteration 11Q: 3 clusters Score -2938332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2938479.500000 Penalty: 4843.084473
	Iteration 12Q: 3 clusters Score -2938480 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2938609.500000 Penalty: 4843.084473
	Iteration 13Q: 3 clusters Score -2938610 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2938737.500000 Penalty: 4843.084473
	Iteration 14Q: 3 clusters Score -2938738 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2938869.000000 Penalty: 4843.084473
	Iteration 15Q: 3 clusters Score -2938869 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2939006.000000 Penalty: 4843.084473
	Iteration 16Q: 3 clusters Score -2939006 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2939155.000000 Penalty: 4843.084473
	Iteration 17Q: 3 clusters Score -2939155 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2939296.000000 Penalty: 4843.084473
	Iteration 18Q: 3 clusters Score -2939296 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2939433.250000 Penalty: 4843.084473
	Iteration 19Q: 3 clusters Score -2939433 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2939579.750000 Penalty: 4843.084473
	Iteration 20F: 3 clusters Score -2939580 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2939752.500000 Penalty: 4843.084473
	Iteration 21Q: 3 clusters Score -2939752 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2939931.000000 Penalty: 4843.084473
	Iteration 22Q: 3 clusters Score -2939931 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2940118.750000 Penalty: 4843.084473
	Iteration 23Q: 3 clusters Score -2940119 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2940302.750000 Penalty: 4843.084473
	Iteration 24Q: 3 clusters Score -2940303 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2940505.250000 Penalty: 4843.084473
	Iteration 25Q: 3 clusters Score -2940505 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2940647.000000 Penalty: 4843.084473
	Iteration 26Q: 3 clusters Score -2940647 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2940765.500000 Penalty: 4843.084473
	Iteration 27Q: 3 clusters Score -2940766 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2940870.500000 Penalty: 4843.084473
	Iteration 28Q: 3 clusters Score -2940870 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2940944.000000 Penalty: 4843.084473
	Iteration 29Q: 3 clusters Score -2940944 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2941021.500000 Penalty: 4843.084473
	Iteration 30Q: 3 clusters Score -2941022 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2941085.000000 Penalty: 4843.084473
	Iteration 31Q: 3 clusters Score -2941085 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2941123.250000 Penalty: 4843.084473
	Iteration 32Q: 3 clusters Score -2941123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2941170.000000 Penalty: 4843.084473
	Iteration 33Q: 3 clusters Score -2941170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2941216.500000 Penalty: 4843.084473
	Iteration 34Q: 3 clusters Score -2941216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2941265.500000 Penalty: 4843.084473
	Iteration 35Q: 3 clusters Score -2941266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2941290.500000 Penalty: 4843.084473
	Iteration 36Q: 3 clusters Score -2941290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2941311.250000 Penalty: 4843.084473
	Iteration 37Q: 3 clusters Score -2941311 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2941339.000000 Penalty: 4843.084473
	Iteration 38Q: 3 clusters Score -2941339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2941343.500000 Penalty: 4843.084473
	Iteration 39Q: 3 clusters Score -2941344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2941355.000000 Penalty: 4843.084473
	Iteration 40F: 3 clusters Score -2941355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2941359.750000 Penalty: 4843.084473
	Iteration 41Q: 3 clusters Score -2941360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2941362.750000 Penalty: 4843.084473
	Iteration 42Q: 3 clusters Score -2941363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2941368.250000 Penalty: 4843.084473
	Iteration 43Q: 3 clusters Score -2941368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2941377.250000 Penalty: 4843.084473
	Iteration 44Q: 3 clusters Score -2941377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2941377.750000 Penalty: 4843.084473
	Iteration 45Q: 3 clusters Score -2941378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2941388.250000 Penalty: 4843.084473
	Iteration 46Q: 3 clusters Score -2941388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2941388.000000 Penalty: 4843.084473
	Iteration 47Q: 3 clusters Score -2941388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2941390.750000 Penalty: 4843.084473
	Iteration 48Q: 3 clusters Score -2941391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2941389.750000 Penalty: 4843.084473
	Iteration 49Q: 3 clusters Score -2941390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2941389.250000 Penalty: 4843.084473
	Iteration 50Q: 3 clusters Score -2941389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2941393.250000 Penalty: 4843.084473
	Iteration 51Q: 3 clusters Score -2941393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2941396.000000 Penalty: 4843.084473
	Iteration 52Q: 3 clusters Score -2941396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2941402.750000 Penalty: 4843.084473
	Iteration 53Q: 3 clusters Score -2941403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2941395.000000 Penalty: 4843.084473
	Iteration 54Q: 3 clusters Score -2941395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2941401.500000 Penalty: 4843.084473
	Iteration 55Q: 3 clusters Score -2941402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2941398.000000 Penalty: 4843.084473
	Iteration 56Q: 3 clusters Score -2941398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2941395.500000 Penalty: 4843.084473
	Iteration 57Q: 3 clusters Score -2941396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2941399.000000 Penalty: 4843.084473
	Iteration 58Q: 3 clusters Score -2941399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2941404.500000 Penalty: 4843.084473
	Iteration 59Q: 3 clusters Score -2941404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2941408.750000 Penalty: 4843.084473
	Iteration 60F: 3 clusters Score -2941409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2941411.500000 Penalty: 4843.084473
	Iteration 61Q: 3 clusters Score -2941412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2941409.250000 Penalty: 4843.084473
	Iteration 62Q: 3 clusters Score -2941409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2941409.250000 Penalty: 4843.084473
	Iteration 63Q: 3 clusters Score -2941409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2941402.750000 Penalty: 4843.084473
	Iteration 64Q: 3 clusters Score -2941403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2941404.750000 Penalty: 4843.084473
	Iteration 65Q: 3 clusters Score -2941405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2941411.250000 Penalty: 4843.084473
	Iteration 66Q: 3 clusters Score -2941411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2941406.250000 Penalty: 4843.084473
	Iteration 67Q: 3 clusters Score -2941406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2941407.250000 Penalty: 4843.084473
	Iteration 68Q: 3 clusters Score -2941407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2941408.250000 Penalty: 4843.084473
	Iteration 69Q: 3 clusters Score -2941408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2941414.500000 Penalty: 4843.084473
	Iteration 70Q: 3 clusters Score -2941414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2941416.000000 Penalty: 4843.084473
	Iteration 71Q: 3 clusters Score -2941416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2941413.000000 Penalty: 4843.084473
	Iteration 72Q: 3 clusters Score -2941413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2941417.000000 Penalty: 4843.084473
	Iteration 73Q: 3 clusters Score -2941417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2941417.250000 Penalty: 4843.084473
	Iteration 74Q: 3 clusters Score -2941417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2941419.750000 Penalty: 4843.084473
	Iteration 75Q: 3 clusters Score -2941420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2941419.750000 Penalty: 4843.084473
	Iteration 76Q: 3 clusters Score -2941420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2941419.750000 Penalty: 4843.084473
	Iteration 77Q: 3 clusters Score -2941420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2941423.250000 Penalty: 4843.084473
	Iteration 78Q: 3 clusters Score -2941423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2941421.750000 Penalty: 4843.084473
	Iteration 79Q: 3 clusters Score -2941422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2941420.500000 Penalty: 4843.084473
	Iteration 80F: 3 clusters Score -2941420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2941423.250000 Penalty: 4843.084473
	Iteration 81Q: 3 clusters Score -2941423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2941427.000000 Penalty: 4843.084473
	Iteration 82Q: 3 clusters Score -2941427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2941428.750000 Penalty: 4843.084473
	Iteration 83Q: 3 clusters Score -2941429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2941426.000000 Penalty: 4843.084473
	Iteration 84Q: 3 clusters Score -2941426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2941424.750000 Penalty: 4843.084473
	Iteration 85Q: 3 clusters Score -2941425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2941427.250000 Penalty: 4843.084473
	Iteration 86Q: 3 clusters Score -2941427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2941426.750000 Penalty: 4843.084473
	Iteration 87Q: 3 clusters Score -2941427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2941425.250000 Penalty: 4843.084473
	Iteration 88Q: 3 clusters Score -2941425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2941428.000000 Penalty: 4843.084473
	Iteration 89Q: 3 clusters Score -2941428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2941425.000000 Penalty: 4843.084473
	Iteration 90Q: 3 clusters Score -2941425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2941425.000000 Penalty: 4843.084473
	Iteration 91F: 3 clusters Score -2941425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Entering Unmasked Estep 
Score: -9290276.000000 Penalty: 2692.401611
	Iteration 0F: 2 clusters Score -9290276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -9259526.000000 Penalty: 5384.803223
	Iteration 0F: 3 clusters Score -9259526 nChanged 23927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -9272766.000000 Penalty: 5384.803223
	Iteration 1F: 3 clusters Score -9272766 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -9273230.000000 Penalty: 5384.803223
	Iteration 2Q: 3 clusters Score -9273230 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -9273725.000000 Penalty: 5384.803223
	Iteration 3Q: 3 clusters Score -9273725 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -9274083.000000 Penalty: 5384.803223
	Iteration 4Q: 3 clusters Score -9274083 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -9274577.000000 Penalty: 5384.803223
	Iteration 5Q: 3 clusters Score -9274577 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -9275254.000000 Penalty: 5384.803223
	Iteration 6Q: 3 clusters Score -9275254 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -9276357.000000 Penalty: 5384.803223
	Iteration 7Q: 3 clusters Score -9276357 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -9278030.000000 Penalty: 5384.803223
	Iteration 8F: 3 clusters Score -9278030 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -9280358.000000 Penalty: 5384.803223
	Iteration 9F: 3 clusters Score -9280358 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -9283232.000000 Penalty: 5384.803223
	Iteration 10F: 3 clusters Score -9283232 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -9285603.000000 Penalty: 5384.803223
	Iteration 11F: 3 clusters Score -9285603 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9286953.000000 Penalty: 5384.803223
	Iteration 12Q: 3 clusters Score -9286953 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9287559.000000 Penalty: 5384.803223
	Iteration 13Q: 3 clusters Score -9287559 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9287799.000000 Penalty: 5384.803223
	Iteration 14Q: 3 clusters Score -9287799 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9287946.000000 Penalty: 5384.803223
	Iteration 15Q: 3 clusters Score -9287946 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9288072.000000 Penalty: 5384.803223
	Iteration 16Q: 3 clusters Score -9288072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9288128.000000 Penalty: 5384.803223
	Iteration 17Q: 3 clusters Score -9288128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9288153.000000 Penalty: 5384.803223
	Iteration 18Q: 3 clusters Score -9288153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9288191.000000 Penalty: 5384.803223
	Iteration 19Q: 3 clusters Score -9288191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9288232.000000 Penalty: 5384.803223
	Iteration 20F: 3 clusters Score -9288232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9288234.000000 Penalty: 5384.803223
	Iteration 21Q: 3 clusters Score -9288234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9288233.000000 Penalty: 5384.803223
	Iteration 22Q: 3 clusters Score -9288233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9288233.000000 Penalty: 5384.803223
	Iteration 23Q: 3 clusters Score -9288233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9288240.000000 Penalty: 5384.803223
	Iteration 24Q: 3 clusters Score -9288240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9288259.000000 Penalty: 5384.803223
	Iteration 25Q: 3 clusters Score -9288259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9288259.000000 Penalty: 5384.803223
	Iteration 26Q: 3 clusters Score -9288259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9288275.000000 Penalty: 5384.803223
	Iteration 27Q: 3 clusters Score -9288275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9288267.000000 Penalty: 5384.803223
	Iteration 28Q: 3 clusters Score -9288267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9288268.000000 Penalty: 5384.803223
	Iteration 29Q: 3 clusters Score -9288268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9288267.000000 Penalty: 5384.803223
	Iteration 30Q: 3 clusters Score -9288267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9288267.000000 Penalty: 5384.803223
	Iteration 31Q: 3 clusters Score -9288267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9288262.000000 Penalty: 5384.803223
	Iteration 32Q: 3 clusters Score -9288262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9288264.000000 Penalty: 5384.803223
	Iteration 33Q: 3 clusters Score -9288264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9288276.000000 Penalty: 5384.803223
	Iteration 34Q: 3 clusters Score -9288276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9288288.000000 Penalty: 5384.803223
	Iteration 35Q: 3 clusters Score -9288288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9288285.000000 Penalty: 5384.803223
	Iteration 36Q: 3 clusters Score -9288285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9288283.000000 Penalty: 5384.803223
	Iteration 37Q: 3 clusters Score -9288283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9288285.000000 Penalty: 5384.803223
	Iteration 38Q: 3 clusters Score -9288285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9288285.000000 Penalty: 5384.803223
	Iteration 39F: 3 clusters Score -9288285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Entering Unmasked Estep 
Score: -6138767.000000 Penalty: 2589.470459
	Iteration 0F: 2 clusters Score -6138767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -6115297.000000 Penalty: 5178.940918
	Iteration 0F: 3 clusters Score -6115297 nChanged 15611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -6124002.000000 Penalty: 5178.940918
	Iteration 1F: 3 clusters Score -6124002 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -6124686.000000 Penalty: 5178.940918
	Iteration 2F: 3 clusters Score -6124686 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -6125524.000000 Penalty: 5178.940918
	Iteration 3F: 3 clusters Score -6125524 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -6126774.500000 Penalty: 5178.940918
	Iteration 4F: 3 clusters Score -6126774 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -6128588.500000 Penalty: 5178.940918
	Iteration 5F: 3 clusters Score -6128588 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6130871.000000 Penalty: 5178.940918
	Iteration 6F: 3 clusters Score -6130871 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6133215.000000 Penalty: 5178.940918
	Iteration 7F: 3 clusters Score -6133215 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6134922.500000 Penalty: 5178.940918
	Iteration 8F: 3 clusters Score -6134922 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6135921.500000 Penalty: 5178.940918
	Iteration 9Q: 3 clusters Score -6135922 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6136349.500000 Penalty: 5178.940918
	Iteration 10Q: 3 clusters Score -6136350 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6136549.000000 Penalty: 5178.940918
	Iteration 11Q: 3 clusters Score -6136549 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6136659.000000 Penalty: 5178.940918
	Iteration 12Q: 3 clusters Score -6136659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6136716.500000 Penalty: 5178.940918
	Iteration 13Q: 3 clusters Score -6136716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6136760.000000 Penalty: 5178.940918
	Iteration 14Q: 3 clusters Score -6136760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6136776.000000 Penalty: 5178.940918
	Iteration 15Q: 3 clusters Score -6136776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6136794.000000 Penalty: 5178.940918
	Iteration 16Q: 3 clusters Score -6136794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6136803.500000 Penalty: 5178.940918
	Iteration 17Q: 3 clusters Score -6136804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6136823.500000 Penalty: 5178.940918
	Iteration 18Q: 3 clusters Score -6136824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6136828.500000 Penalty: 5178.940918
	Iteration 19Q: 3 clusters Score -6136828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6136823.000000 Penalty: 5178.940918
	Iteration 20F: 3 clusters Score -6136823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6136830.000000 Penalty: 5178.940918
	Iteration 21Q: 3 clusters Score -6136830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6136832.000000 Penalty: 5178.940918
	Iteration 22Q: 3 clusters Score -6136832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6136831.500000 Penalty: 5178.940918
	Iteration 23Q: 3 clusters Score -6136832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6136833.000000 Penalty: 5178.940918
	Iteration 24Q: 3 clusters Score -6136833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6136841.000000 Penalty: 5178.940918
	Iteration 25Q: 3 clusters Score -6136841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6136841.500000 Penalty: 5178.940918
	Iteration 26Q: 3 clusters Score -6136842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6136839.000000 Penalty: 5178.940918
	Iteration 27Q: 3 clusters Score -6136839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6136838.500000 Penalty: 5178.940918
	Iteration 28Q: 3 clusters Score -6136838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6136838.500000 Penalty: 5178.940918
	Iteration 29F: 3 clusters Score -6136838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -47252.367188 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -47252.37 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 259 members 
Entering Unmasked Estep 
Score: -45877.679688 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -45877.68 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46186.402344 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -46186.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46323.875000 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -46323.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46455.570312 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -46455.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46629.605469 Penalty: 3127.006592
	Iteration 4F: 3 clusters Score -46629.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46856.902344 Penalty: 3127.006592
	Iteration 5F: 3 clusters Score -46856.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47001.996094 Penalty: 3127.006592
	Iteration 6F: 3 clusters Score -47002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47121.156250 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -47121.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47218.859375 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -47218.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47280.566406 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -47280.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47373.375000 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -47373.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47429.324219 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -47429.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47441.792969 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -47441.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47459.433594 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -47459.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47464.640625 Penalty: 3127.006592
	Iteration 14F: 3 clusters Score -47464.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47534.578125 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -47534.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47592.589844 Penalty: 3127.006592
	Iteration 16Q: 3 clusters Score -47592.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47635.109375 Penalty: 3127.006592
	Iteration 17Q: 3 clusters Score -47635.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47677.519531 Penalty: 3127.006592
	Iteration 18Q: 3 clusters Score -47677.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47694.363281 Penalty: 3127.006592
	Iteration 19Q: 3 clusters Score -47694.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47752.910156 Penalty: 3127.006592
	Iteration 20F: 3 clusters Score -47752.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47820.035156 Penalty: 3127.006592
	Iteration 21Q: 3 clusters Score -47820.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47842.730469 Penalty: 3127.006592
	Iteration 22Q: 3 clusters Score -47842.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47854.714844 Penalty: 3127.006592
	Iteration 23Q: 3 clusters Score -47854.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47871.140625 Penalty: 3127.006592
	Iteration 24Q: 3 clusters Score -47871.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47873.382812 Penalty: 3127.006592
	Iteration 25Q: 3 clusters Score -47873.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47881.742188 Penalty: 3127.006592
	Iteration 26Q: 3 clusters Score -47881.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47888.433594 Penalty: 3127.006592
	Iteration 27Q: 3 clusters Score -47888.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47888.433594 Penalty: 3127.006592
	Iteration 28F: 3 clusters Score -47888.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 39511 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 45326 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 50630 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 26318 members 
Mstep: Class 13 contains 51226 members 
Mstep: Class 14 contains 51355 members 
Mstep: Class 15 contains 38382 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48062 members 
Mstep: Class 18 contains 11673 members 
Mstep: Class 19 contains 49208 members 
Mstep: Class 20 contains 40189 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 51868 members 
Mstep: Class 23 contains 34249 members 
Mstep: Class 24 contains 182 members 
Mstep: Class 25 contains 44005 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 44124 members 
Mstep: Class 28 contains 42976 members 
Mstep: Class 29 contains 61440 members 
Mstep: Class 30 contains 49864 members 
Mstep: Class 31 contains 21991 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 70049 members 
Mstep: Class 35 contains 46022 members 
Mstep: Class 36 contains 42542 members 
Mstep: Class 37 contains 5274 members 
Mstep: Class 38 contains 41872 members 
Mstep: Class 39 contains 365 members 
Entering Unmasked Estep 
Score: -196395568.000000 Penalty: 134736.734375
Splitting cluster 24 changes total score from -196396608.000000 to -196395568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Entering Unmasked Estep 
Score: -7983925.000000 Penalty: 2651.630615
	Iteration 0F: 2 clusters Score -7983925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7955415.500000 Penalty: 5303.261230
	Iteration 0F: 3 clusters Score -7955416 nChanged 19998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -7966471.500000 Penalty: 5303.261230
	Iteration 1F: 3 clusters Score -7966472 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -7967188.500000 Penalty: 5303.261230
	Iteration 2Q: 3 clusters Score -7967188 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -7968102.500000 Penalty: 5303.261230
	Iteration 3F: 3 clusters Score -7968102 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7969597.000000 Penalty: 5303.261230
	Iteration 4F: 3 clusters Score -7969597 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -7971681.000000 Penalty: 5303.261230
	Iteration 5F: 3 clusters Score -7971681 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -7974335.500000 Penalty: 5303.261230
	Iteration 6F: 3 clusters Score -7974336 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -7976907.500000 Penalty: 5303.261230
	Iteration 7F: 3 clusters Score -7976908 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -7978989.000000 Penalty: 5303.261230
	Iteration 8F: 3 clusters Score -7978989 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -7980346.000000 Penalty: 5303.261230
	Iteration 9Q: 3 clusters Score -7980346 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -7981037.000000 Penalty: 5303.261230
	Iteration 10Q: 3 clusters Score -7981037 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -7981328.500000 Penalty: 5303.261230
	Iteration 11Q: 3 clusters Score -7981328 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -7981464.500000 Penalty: 5303.261230
	Iteration 12Q: 3 clusters Score -7981464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -7981550.000000 Penalty: 5303.261230
	Iteration 13Q: 3 clusters Score -7981550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -7981594.500000 Penalty: 5303.261230
	Iteration 14Q: 3 clusters Score -7981594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -7981629.500000 Penalty: 5303.261230
	Iteration 15Q: 3 clusters Score -7981630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -7981639.500000 Penalty: 5303.261230
	Iteration 16Q: 3 clusters Score -7981640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -7981644.000000 Penalty: 5303.261230
	Iteration 17Q: 3 clusters Score -7981644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -7981655.000000 Penalty: 5303.261230
	Iteration 18Q: 3 clusters Score -7981655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -7981659.500000 Penalty: 5303.261230
	Iteration 19Q: 3 clusters Score -7981660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -7981663.000000 Penalty: 5303.261230
	Iteration 20F: 3 clusters Score -7981663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -7981663.500000 Penalty: 5303.261230
	Iteration 21Q: 3 clusters Score -7981664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -7981673.500000 Penalty: 5303.261230
	Iteration 22Q: 3 clusters Score -7981674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -7981680.500000 Penalty: 5303.261230
	Iteration 23Q: 3 clusters Score -7981680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -7981684.500000 Penalty: 5303.261230
	Iteration 24Q: 3 clusters Score -7981684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -7981684.500000 Penalty: 5303.261230
	Iteration 25F: 3 clusters Score -7981684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Entering Unmasked Estep 
Score: -3449174.000000 Penalty: 2450.902832
	Iteration 0F: 2 clusters Score -3449174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3435357.000000 Penalty: 4901.805664
	Iteration 0F: 3 clusters Score -3435357 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3440032.500000 Penalty: 4901.805664
	Iteration 1F: 3 clusters Score -3440032 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3440549.500000 Penalty: 4901.805664
	Iteration 2F: 3 clusters Score -3440550 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3441050.500000 Penalty: 4901.805664
	Iteration 3F: 3 clusters Score -3441050 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3441542.000000 Penalty: 4901.805664
	Iteration 4F: 3 clusters Score -3441542 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3442113.250000 Penalty: 4901.805664
	Iteration 5F: 3 clusters Score -3442113 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3442698.000000 Penalty: 4901.805664
	Iteration 6F: 3 clusters Score -3442698 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3443289.000000 Penalty: 4901.805664
	Iteration 7Q: 3 clusters Score -3443289 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3443850.250000 Penalty: 4901.805664
	Iteration 8Q: 3 clusters Score -3443850 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3444323.500000 Penalty: 4901.805664
	Iteration 9Q: 3 clusters Score -3444324 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3444652.750000 Penalty: 4901.805664
	Iteration 10Q: 3 clusters Score -3444653 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3444906.000000 Penalty: 4901.805664
	Iteration 11Q: 3 clusters Score -3444906 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3445103.500000 Penalty: 4901.805664
	Iteration 12Q: 3 clusters Score -3445104 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3445279.250000 Penalty: 4901.805664
	Iteration 13Q: 3 clusters Score -3445279 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3445433.000000 Penalty: 4901.805664
	Iteration 14Q: 3 clusters Score -3445433 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3445563.750000 Penalty: 4901.805664
	Iteration 15Q: 3 clusters Score -3445564 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3445671.750000 Penalty: 4901.805664
	Iteration 16Q: 3 clusters Score -3445672 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3445800.750000 Penalty: 4901.805664
	Iteration 17Q: 3 clusters Score -3445801 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3445953.750000 Penalty: 4901.805664
	Iteration 18Q: 3 clusters Score -3445954 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3446176.250000 Penalty: 4901.805664
	Iteration 19Q: 3 clusters Score -3446176 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3446388.500000 Penalty: 4901.805664
	Iteration 20F: 3 clusters Score -3446388 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3446625.000000 Penalty: 4901.805664
	Iteration 21Q: 3 clusters Score -3446625 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3446855.000000 Penalty: 4901.805664
	Iteration 22Q: 3 clusters Score -3446855 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3447008.500000 Penalty: 4901.805664
	Iteration 23Q: 3 clusters Score -3447008 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3447134.000000 Penalty: 4901.805664
	Iteration 24Q: 3 clusters Score -3447134 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3447248.500000 Penalty: 4901.805664
	Iteration 25Q: 3 clusters Score -3447248 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3447312.000000 Penalty: 4901.805664
	Iteration 26Q: 3 clusters Score -3447312 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3447366.750000 Penalty: 4901.805664
	Iteration 27Q: 3 clusters Score -3447367 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3447433.500000 Penalty: 4901.805664
	Iteration 28Q: 3 clusters Score -3447434 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3447485.000000 Penalty: 4901.805664
	Iteration 29Q: 3 clusters Score -3447485 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3447525.250000 Penalty: 4901.805664
	Iteration 30Q: 3 clusters Score -3447525 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3447551.250000 Penalty: 4901.805664
	Iteration 31Q: 3 clusters Score -3447551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3447561.250000 Penalty: 4901.805664
	Iteration 32Q: 3 clusters Score -3447561 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3447597.250000 Penalty: 4901.805664
	Iteration 33Q: 3 clusters Score -3447597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3447627.000000 Penalty: 4901.805664
	Iteration 34Q: 3 clusters Score -3447627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3447647.000000 Penalty: 4901.805664
	Iteration 35Q: 3 clusters Score -3447647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3447664.000000 Penalty: 4901.805664
	Iteration 36Q: 3 clusters Score -3447664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3447705.500000 Penalty: 4901.805664
	Iteration 37Q: 3 clusters Score -3447706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3447731.000000 Penalty: 4901.805664
	Iteration 38Q: 3 clusters Score -3447731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3447754.750000 Penalty: 4901.805664
	Iteration 39Q: 3 clusters Score -3447755 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3447780.000000 Penalty: 4901.805664
	Iteration 40F: 3 clusters Score -3447780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3447805.000000 Penalty: 4901.805664
	Iteration 41Q: 3 clusters Score -3447805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3447829.000000 Penalty: 4901.805664
	Iteration 42Q: 3 clusters Score -3447829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3447846.000000 Penalty: 4901.805664
	Iteration 43Q: 3 clusters Score -3447846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3447866.250000 Penalty: 4901.805664
	Iteration 44Q: 3 clusters Score -3447866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3447882.000000 Penalty: 4901.805664
	Iteration 45Q: 3 clusters Score -3447882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3447897.250000 Penalty: 4901.805664
	Iteration 46Q: 3 clusters Score -3447897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3447911.500000 Penalty: 4901.805664
	Iteration 47Q: 3 clusters Score -3447912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3447924.750000 Penalty: 4901.805664
	Iteration 48Q: 3 clusters Score -3447925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3447933.500000 Penalty: 4901.805664
	Iteration 49Q: 3 clusters Score -3447934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3447953.500000 Penalty: 4901.805664
	Iteration 50Q: 3 clusters Score -3447954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3447974.500000 Penalty: 4901.805664
	Iteration 51Q: 3 clusters Score -3447974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3447995.250000 Penalty: 4901.805664
	Iteration 52Q: 3 clusters Score -3447995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3448029.000000 Penalty: 4901.805664
	Iteration 53Q: 3 clusters Score -3448029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3448054.000000 Penalty: 4901.805664
	Iteration 54Q: 3 clusters Score -3448054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3448093.250000 Penalty: 4901.805664
	Iteration 55Q: 3 clusters Score -3448093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3448129.000000 Penalty: 4901.805664
	Iteration 56Q: 3 clusters Score -3448129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3448147.500000 Penalty: 4901.805664
	Iteration 57Q: 3 clusters Score -3448148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3448157.000000 Penalty: 4901.805664
	Iteration 58Q: 3 clusters Score -3448157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3448158.000000 Penalty: 4901.805664
	Iteration 59Q: 3 clusters Score -3448158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3448159.750000 Penalty: 4901.805664
	Iteration 60F: 3 clusters Score -3448160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3448163.750000 Penalty: 4901.805664
	Iteration 61Q: 3 clusters Score -3448164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3448159.000000 Penalty: 4901.805664
	Iteration 62Q: 3 clusters Score -3448159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3448167.750000 Penalty: 4901.805664
	Iteration 63Q: 3 clusters Score -3448168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3448171.250000 Penalty: 4901.805664
	Iteration 64Q: 3 clusters Score -3448171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3448166.750000 Penalty: 4901.805664
	Iteration 65Q: 3 clusters Score -3448167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3448176.250000 Penalty: 4901.805664
	Iteration 66Q: 3 clusters Score -3448176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3448175.000000 Penalty: 4901.805664
	Iteration 67Q: 3 clusters Score -3448175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3448175.750000 Penalty: 4901.805664
	Iteration 68Q: 3 clusters Score -3448176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3448178.250000 Penalty: 4901.805664
	Iteration 69Q: 3 clusters Score -3448178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3448178.750000 Penalty: 4901.805664
	Iteration 70Q: 3 clusters Score -3448179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3448179.500000 Penalty: 4901.805664
	Iteration 71Q: 3 clusters Score -3448180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3448181.750000 Penalty: 4901.805664
	Iteration 72Q: 3 clusters Score -3448182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3448180.500000 Penalty: 4901.805664
	Iteration 73Q: 3 clusters Score -3448180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3448180.500000 Penalty: 4901.805664
	Iteration 74F: 3 clusters Score -3448180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Entering Unmasked Estep 
Score: -7913833.000000 Penalty: 2652.300293
	Iteration 0F: 2 clusters Score -7913833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -7884782.000000 Penalty: 5304.600586
	Iteration 0F: 3 clusters Score -7884782 nChanged 20118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -7895794.500000 Penalty: 5304.600586
	Iteration 1F: 3 clusters Score -7895794 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -7896614.500000 Penalty: 5304.600586
	Iteration 2Q: 3 clusters Score -7896614 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -7897594.000000 Penalty: 5304.600586
	Iteration 3F: 3 clusters Score -7897594 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -7898850.000000 Penalty: 5304.600586
	Iteration 4F: 3 clusters Score -7898850 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -7900509.000000 Penalty: 5304.600586
	Iteration 5F: 3 clusters Score -7900509 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -7902571.500000 Penalty: 5304.600586
	Iteration 6F: 3 clusters Score -7902572 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -7904804.500000 Penalty: 5304.600586
	Iteration 7F: 3 clusters Score -7904804 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -7907111.500000 Penalty: 5304.600586
	Iteration 8F: 3 clusters Score -7907112 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7908949.500000 Penalty: 5304.600586
	Iteration 9Q: 3 clusters Score -7908950 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -7909990.000000 Penalty: 5304.600586
	Iteration 10Q: 3 clusters Score -7909990 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -7910523.500000 Penalty: 5304.600586
	Iteration 11Q: 3 clusters Score -7910524 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7910832.000000 Penalty: 5304.600586
	Iteration 12Q: 3 clusters Score -7910832 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7911026.000000 Penalty: 5304.600586
	Iteration 13Q: 3 clusters Score -7911026 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7911173.000000 Penalty: 5304.600586
	Iteration 14Q: 3 clusters Score -7911173 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -7911295.000000 Penalty: 5304.600586
	Iteration 15Q: 3 clusters Score -7911295 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7911406.000000 Penalty: 5304.600586
	Iteration 16Q: 3 clusters Score -7911406 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7911498.000000 Penalty: 5304.600586
	Iteration 17Q: 3 clusters Score -7911498 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7911577.000000 Penalty: 5304.600586
	Iteration 18Q: 3 clusters Score -7911577 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7911630.000000 Penalty: 5304.600586
	Iteration 19Q: 3 clusters Score -7911630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7911672.000000 Penalty: 5304.600586
	Iteration 20F: 3 clusters Score -7911672 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7911696.000000 Penalty: 5304.600586
	Iteration 21Q: 3 clusters Score -7911696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7911745.000000 Penalty: 5304.600586
	Iteration 22Q: 3 clusters Score -7911745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7911750.500000 Penalty: 5304.600586
	Iteration 23Q: 3 clusters Score -7911750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7911781.000000 Penalty: 5304.600586
	Iteration 24Q: 3 clusters Score -7911781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7911811.000000 Penalty: 5304.600586
	Iteration 25Q: 3 clusters Score -7911811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7911814.000000 Penalty: 5304.600586
	Iteration 26Q: 3 clusters Score -7911814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7911844.500000 Penalty: 5304.600586
	Iteration 27Q: 3 clusters Score -7911844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7911865.000000 Penalty: 5304.600586
	Iteration 28Q: 3 clusters Score -7911865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7911889.000000 Penalty: 5304.600586
	Iteration 29Q: 3 clusters Score -7911889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7911893.500000 Penalty: 5304.600586
	Iteration 30Q: 3 clusters Score -7911894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7911915.500000 Penalty: 5304.600586
	Iteration 31Q: 3 clusters Score -7911916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7911912.000000 Penalty: 5304.600586
	Iteration 32Q: 3 clusters Score -7911912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7911931.500000 Penalty: 5304.600586
	Iteration 33Q: 3 clusters Score -7911932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7911938.500000 Penalty: 5304.600586
	Iteration 34Q: 3 clusters Score -7911938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7911919.500000 Penalty: 5304.600586
	Iteration 35Q: 3 clusters Score -7911920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7911933.000000 Penalty: 5304.600586
	Iteration 36Q: 3 clusters Score -7911933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7911923.500000 Penalty: 5304.600586
	Iteration 37Q: 3 clusters Score -7911924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7911942.000000 Penalty: 5304.600586
	Iteration 38Q: 3 clusters Score -7911942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7911938.000000 Penalty: 5304.600586
	Iteration 39Q: 3 clusters Score -7911938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7911941.500000 Penalty: 5304.600586
	Iteration 40F: 3 clusters Score -7911942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7911937.500000 Penalty: 5304.600586
	Iteration 41Q: 3 clusters Score -7911938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7911925.500000 Penalty: 5304.600586
	Iteration 42Q: 3 clusters Score -7911926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7911926.000000 Penalty: 5304.600586
	Iteration 43Q: 3 clusters Score -7911926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7911928.500000 Penalty: 5304.600586
	Iteration 44Q: 3 clusters Score -7911928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7911926.500000 Penalty: 5304.600586
	Iteration 45Q: 3 clusters Score -7911926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7911924.000000 Penalty: 5304.600586
	Iteration 46Q: 3 clusters Score -7911924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7911934.500000 Penalty: 5304.600586
	Iteration 47Q: 3 clusters Score -7911934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7911939.000000 Penalty: 5304.600586
	Iteration 48Q: 3 clusters Score -7911939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7911931.000000 Penalty: 5304.600586
	Iteration 49Q: 3 clusters Score -7911931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7911936.500000 Penalty: 5304.600586
	Iteration 50Q: 3 clusters Score -7911936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7911934.000000 Penalty: 5304.600586
	Iteration 51Q: 3 clusters Score -7911934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7911937.000000 Penalty: 5304.600586
	Iteration 52Q: 3 clusters Score -7911937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7911935.500000 Penalty: 5304.600586
	Iteration 53Q: 3 clusters Score -7911936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7911938.500000 Penalty: 5304.600586
	Iteration 54Q: 3 clusters Score -7911938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7911937.500000 Penalty: 5304.600586
	Iteration 55Q: 3 clusters Score -7911938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7911948.500000 Penalty: 5304.600586
	Iteration 56Q: 3 clusters Score -7911948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7911943.000000 Penalty: 5304.600586
	Iteration 57Q: 3 clusters Score -7911943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7911951.000000 Penalty: 5304.600586
	Iteration 58Q: 3 clusters Score -7911951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7911956.000000 Penalty: 5304.600586
	Iteration 59Q: 3 clusters Score -7911956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7911964.000000 Penalty: 5304.600586
	Iteration 60F: 3 clusters Score -7911964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7911965.500000 Penalty: 5304.600586
	Iteration 61Q: 3 clusters Score -7911966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7911971.000000 Penalty: 5304.600586
	Iteration 62Q: 3 clusters Score -7911971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7911963.000000 Penalty: 5304.600586
	Iteration 63Q: 3 clusters Score -7911963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7911965.000000 Penalty: 5304.600586
	Iteration 64Q: 3 clusters Score -7911965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7911959.500000 Penalty: 5304.600586
	Iteration 65Q: 3 clusters Score -7911960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7911970.000000 Penalty: 5304.600586
	Iteration 66Q: 3 clusters Score -7911970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7911975.000000 Penalty: 5304.600586
	Iteration 67Q: 3 clusters Score -7911975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7911971.000000 Penalty: 5304.600586
	Iteration 68Q: 3 clusters Score -7911971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7911964.000000 Penalty: 5304.600586
	Iteration 69Q: 3 clusters Score -7911964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7911968.500000 Penalty: 5304.600586
	Iteration 70Q: 3 clusters Score -7911968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7911970.000000 Penalty: 5304.600586
	Iteration 71Q: 3 clusters Score -7911970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7911969.500000 Penalty: 5304.600586
	Iteration 72Q: 3 clusters Score -7911970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7911976.500000 Penalty: 5304.600586
	Iteration 73Q: 3 clusters Score -7911976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7911977.500000 Penalty: 5304.600586
	Iteration 74Q: 3 clusters Score -7911978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7911976.000000 Penalty: 5304.600586
	Iteration 75Q: 3 clusters Score -7911976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7911975.500000 Penalty: 5304.600586
	Iteration 76Q: 3 clusters Score -7911976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7911977.500000 Penalty: 5304.600586
	Iteration 77Q: 3 clusters Score -7911978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7911972.500000 Penalty: 5304.600586
	Iteration 78Q: 3 clusters Score -7911972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7911974.000000 Penalty: 5304.600586
	Iteration 79Q: 3 clusters Score -7911974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7911976.000000 Penalty: 5304.600586
	Iteration 80F: 3 clusters Score -7911976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Entering Unmasked Estep 
Score: -7658403.000000 Penalty: 2645.762451
	Iteration 0F: 2 clusters Score -7658403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -7629601.500000 Penalty: 5291.524902
	Iteration 0F: 3 clusters Score -7629602 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -7640669.500000 Penalty: 5291.524902
	Iteration 1F: 3 clusters Score -7640670 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -7641540.000000 Penalty: 5291.524902
	Iteration 2Q: 3 clusters Score -7641540 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -7642678.500000 Penalty: 5291.524902
	Iteration 3F: 3 clusters Score -7642678 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -7644351.000000 Penalty: 5291.524902
	Iteration 4F: 3 clusters Score -7644351 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -7646342.000000 Penalty: 5291.524902
	Iteration 5F: 3 clusters Score -7646342 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -7648520.000000 Penalty: 5291.524902
	Iteration 6F: 3 clusters Score -7648520 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -7650482.000000 Penalty: 5291.524902
	Iteration 7F: 3 clusters Score -7650482 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -7652135.000000 Penalty: 5291.524902
	Iteration 8F: 3 clusters Score -7652135 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -7653417.000000 Penalty: 5291.524902
	Iteration 9Q: 3 clusters Score -7653417 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7654442.500000 Penalty: 5291.524902
	Iteration 10Q: 3 clusters Score -7654442 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7655167.000000 Penalty: 5291.524902
	Iteration 11Q: 3 clusters Score -7655167 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -7655676.500000 Penalty: 5291.524902
	Iteration 12Q: 3 clusters Score -7655676 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -7656021.000000 Penalty: 5291.524902
	Iteration 13Q: 3 clusters Score -7656021 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -7656228.500000 Penalty: 5291.524902
	Iteration 14Q: 3 clusters Score -7656228 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7656347.000000 Penalty: 5291.524902
	Iteration 15Q: 3 clusters Score -7656347 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7656407.500000 Penalty: 5291.524902
	Iteration 16Q: 3 clusters Score -7656408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7656450.500000 Penalty: 5291.524902
	Iteration 17Q: 3 clusters Score -7656450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -7656492.500000 Penalty: 5291.524902
	Iteration 18Q: 3 clusters Score -7656492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -7656539.500000 Penalty: 5291.524902
	Iteration 19Q: 3 clusters Score -7656540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -7656545.500000 Penalty: 5291.524902
	Iteration 20F: 3 clusters Score -7656546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -7656553.500000 Penalty: 5291.524902
	Iteration 21Q: 3 clusters Score -7656554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7656562.000000 Penalty: 5291.524902
	Iteration 22Q: 3 clusters Score -7656562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -7656567.000000 Penalty: 5291.524902
	Iteration 23Q: 3 clusters Score -7656567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -7656575.000000 Penalty: 5291.524902
	Iteration 24Q: 3 clusters Score -7656575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -7656572.500000 Penalty: 5291.524902
	Iteration 25Q: 3 clusters Score -7656572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -7656580.500000 Penalty: 5291.524902
	Iteration 26Q: 3 clusters Score -7656580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -7656587.500000 Penalty: 5291.524902
	Iteration 27Q: 3 clusters Score -7656588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -7656593.500000 Penalty: 5291.524902
	Iteration 28Q: 3 clusters Score -7656594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -7656594.000000 Penalty: 5291.524902
	Iteration 29Q: 3 clusters Score -7656594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -7656591.500000 Penalty: 5291.524902
	Iteration 30Q: 3 clusters Score -7656592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -7656602.000000 Penalty: 5291.524902
	Iteration 31Q: 3 clusters Score -7656602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -7656602.000000 Penalty: 5291.524902
	Iteration 32Q: 3 clusters Score -7656602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -7656604.000000 Penalty: 5291.524902
	Iteration 33Q: 3 clusters Score -7656604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -7656604.000000 Penalty: 5291.524902
	Iteration 34F: 3 clusters Score -7656604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (61440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Entering Unmasked Estep 
Score: -11072097.000000 Penalty: 2734.402344
	Iteration 0F: 2 clusters Score -1.10721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -11041839.000000 Penalty: 5468.804688
	Iteration 0F: 3 clusters Score -1.104184e+07 nChanged 28537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -11057462.000000 Penalty: 5468.804688
	Iteration 1F: 3 clusters Score -1.105746e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -11057968.000000 Penalty: 5468.804688
	Iteration 2Q: 3 clusters Score -1.105797e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -11058455.000000 Penalty: 5468.804688
	Iteration 3Q: 3 clusters Score -1.105846e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -11059113.000000 Penalty: 5468.804688
	Iteration 4Q: 3 clusters Score -1.105911e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -11059972.000000 Penalty: 5468.804688
	Iteration 5Q: 3 clusters Score -1.105997e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -11061055.000000 Penalty: 5468.804688
	Iteration 6Q: 3 clusters Score -1.106106e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -11062711.000000 Penalty: 5468.804688
	Iteration 7F: 3 clusters Score -1.106271e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -11064317.000000 Penalty: 5468.804688
	Iteration 8F: 3 clusters Score -1.106432e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -11065382.000000 Penalty: 5468.804688
	Iteration 9F: 3 clusters Score -1.106538e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -11066081.000000 Penalty: 5468.804688
	Iteration 10F: 3 clusters Score -1.106608e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -11066741.000000 Penalty: 5468.804688
	Iteration 11Q: 3 clusters Score -1.106674e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -11067401.000000 Penalty: 5468.804688
	Iteration 12Q: 3 clusters Score -1.10674e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -11068044.000000 Penalty: 5468.804688
	Iteration 13Q: 3 clusters Score -1.106804e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11068533.000000 Penalty: 5468.804688
	Iteration 14Q: 3 clusters Score -1.106853e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11068839.000000 Penalty: 5468.804688
	Iteration 15Q: 3 clusters Score -1.106884e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11069116.000000 Penalty: 5468.804688
	Iteration 16Q: 3 clusters Score -1.106912e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11069212.000000 Penalty: 5468.804688
	Iteration 17Q: 3 clusters Score -1.106921e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11069307.000000 Penalty: 5468.804688
	Iteration 18Q: 3 clusters Score -1.106931e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11069372.000000 Penalty: 5468.804688
	Iteration 19Q: 3 clusters Score -1.106937e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11069428.000000 Penalty: 5468.804688
	Iteration 20F: 3 clusters Score -1.106943e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11069470.000000 Penalty: 5468.804688
	Iteration 21Q: 3 clusters Score -1.106947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11069503.000000 Penalty: 5468.804688
	Iteration 22Q: 3 clusters Score -1.10695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11069545.000000 Penalty: 5468.804688
	Iteration 23Q: 3 clusters Score -1.106954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11069569.000000 Penalty: 5468.804688
	Iteration 24Q: 3 clusters Score -1.106957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11069573.000000 Penalty: 5468.804688
	Iteration 25Q: 3 clusters Score -1.106957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11069593.000000 Penalty: 5468.804688
	Iteration 26Q: 3 clusters Score -1.106959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11069608.000000 Penalty: 5468.804688
	Iteration 27Q: 3 clusters Score -1.106961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11069621.000000 Penalty: 5468.804688
	Iteration 28Q: 3 clusters Score -1.106962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11069631.000000 Penalty: 5468.804688
	Iteration 29Q: 3 clusters Score -1.106963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11069654.000000 Penalty: 5468.804688
	Iteration 30Q: 3 clusters Score -1.106965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11069645.000000 Penalty: 5468.804688
	Iteration 31Q: 3 clusters Score -1.106964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11069654.000000 Penalty: 5468.804688
	Iteration 32Q: 3 clusters Score -1.106965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11069658.000000 Penalty: 5468.804688
	Iteration 33Q: 3 clusters Score -1.106966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11069658.000000 Penalty: 5468.804688
	Iteration 34Q: 3 clusters Score -1.106966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11069665.000000 Penalty: 5468.804688
	Iteration 35Q: 3 clusters Score -1.106966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11069674.000000 Penalty: 5468.804688
	Iteration 36Q: 3 clusters Score -1.106967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11069681.000000 Penalty: 5468.804688
	Iteration 37Q: 3 clusters Score -1.106968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11069678.000000 Penalty: 5468.804688
	Iteration 38Q: 3 clusters Score -1.106968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11069693.000000 Penalty: 5468.804688
	Iteration 39Q: 3 clusters Score -1.106969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11069696.000000 Penalty: 5468.804688
	Iteration 40F: 3 clusters Score -1.10697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11069697.000000 Penalty: 5468.804688
	Iteration 41Q: 3 clusters Score -1.10697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11069691.000000 Penalty: 5468.804688
	Iteration 42Q: 3 clusters Score -1.106969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11069688.000000 Penalty: 5468.804688
	Iteration 43Q: 3 clusters Score -1.106969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11069686.000000 Penalty: 5468.804688
	Iteration 44Q: 3 clusters Score -1.106969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11069710.000000 Penalty: 5468.804688
	Iteration 45Q: 3 clusters Score -1.106971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11069712.000000 Penalty: 5468.804688
	Iteration 46Q: 3 clusters Score -1.106971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11069712.000000 Penalty: 5468.804688
	Iteration 47F: 3 clusters Score -1.106971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Entering Unmasked Estep 
Score: -8962691.000000 Penalty: 2682.629639
	Iteration 0F: 2 clusters Score -8962691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -8932131.000000 Penalty: 5365.259277
	Iteration 0F: 3 clusters Score -8932131 nChanged 23081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -8945036.000000 Penalty: 5365.259277
	Iteration 1F: 3 clusters Score -8945036 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -8945590.000000 Penalty: 5365.259277
	Iteration 2Q: 3 clusters Score -8945590 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -8946166.000000 Penalty: 5365.259277
	Iteration 3Q: 3 clusters Score -8946166 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -8946725.000000 Penalty: 5365.259277
	Iteration 4Q: 3 clusters Score -8946725 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8947528.000000 Penalty: 5365.259277
	Iteration 5Q: 3 clusters Score -8947528 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -8948620.000000 Penalty: 5365.259277
	Iteration 6Q: 3 clusters Score -8948620 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -8950286.000000 Penalty: 5365.259277
	Iteration 7F: 3 clusters Score -8950286 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -8952630.000000 Penalty: 5365.259277
	Iteration 8F: 3 clusters Score -8952630 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -8955174.000000 Penalty: 5365.259277
	Iteration 9F: 3 clusters Score -8955174 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -8957513.000000 Penalty: 5365.259277
	Iteration 10F: 3 clusters Score -8957513 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -8958922.000000 Penalty: 5365.259277
	Iteration 11Q: 3 clusters Score -8958922 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8959757.000000 Penalty: 5365.259277
	Iteration 12Q: 3 clusters Score -8959757 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -8960206.000000 Penalty: 5365.259277
	Iteration 13Q: 3 clusters Score -8960206 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -8960502.000000 Penalty: 5365.259277
	Iteration 14Q: 3 clusters Score -8960502 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8960694.000000 Penalty: 5365.259277
	Iteration 15Q: 3 clusters Score -8960694 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -8960827.000000 Penalty: 5365.259277
	Iteration 16Q: 3 clusters Score -8960827 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8960925.000000 Penalty: 5365.259277
	Iteration 17Q: 3 clusters Score -8960925 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8960977.000000 Penalty: 5365.259277
	Iteration 18Q: 3 clusters Score -8960977 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -8960993.000000 Penalty: 5365.259277
	Iteration 19Q: 3 clusters Score -8960993 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -8961034.000000 Penalty: 5365.259277
	Iteration 20F: 3 clusters Score -8961034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -8961068.000000 Penalty: 5365.259277
	Iteration 21Q: 3 clusters Score -8961068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -8961098.000000 Penalty: 5365.259277
	Iteration 22Q: 3 clusters Score -8961098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -8961110.000000 Penalty: 5365.259277
	Iteration 23Q: 3 clusters Score -8961110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -8961112.000000 Penalty: 5365.259277
	Iteration 24Q: 3 clusters Score -8961112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -8961112.000000 Penalty: 5365.259277
	Iteration 25Q: 3 clusters Score -8961112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -8961118.000000 Penalty: 5365.259277
	Iteration 26Q: 3 clusters Score -8961118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -8961130.000000 Penalty: 5365.259277
	Iteration 27Q: 3 clusters Score -8961130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -8961119.000000 Penalty: 5365.259277
	Iteration 28Q: 3 clusters Score -8961119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -8961132.000000 Penalty: 5365.259277
	Iteration 29Q: 3 clusters Score -8961132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -8961123.000000 Penalty: 5365.259277
	Iteration 30Q: 3 clusters Score -8961123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -8961123.000000 Penalty: 5365.259277
	Iteration 31Q: 3 clusters Score -8961123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -8961128.000000 Penalty: 5365.259277
	Iteration 32Q: 3 clusters Score -8961128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -8961143.000000 Penalty: 5365.259277
	Iteration 33Q: 3 clusters Score -8961143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -8961137.000000 Penalty: 5365.259277
	Iteration 34Q: 3 clusters Score -8961137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -8961148.000000 Penalty: 5365.259277
	Iteration 35Q: 3 clusters Score -8961148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -8961141.000000 Penalty: 5365.259277
	Iteration 36Q: 3 clusters Score -8961141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -8961142.000000 Penalty: 5365.259277
	Iteration 37Q: 3 clusters Score -8961142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -8961159.000000 Penalty: 5365.259277
	Iteration 38Q: 3 clusters Score -8961159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -8961148.000000 Penalty: 5365.259277
	Iteration 39Q: 3 clusters Score -8961148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -8961135.000000 Penalty: 5365.259277
	Iteration 40F: 3 clusters Score -8961135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -8961133.000000 Penalty: 5365.259277
	Iteration 41Q: 3 clusters Score -8961133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -8961139.000000 Penalty: 5365.259277
	Iteration 42Q: 3 clusters Score -8961139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -8961135.000000 Penalty: 5365.259277
	Iteration 43Q: 3 clusters Score -8961135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -8961129.000000 Penalty: 5365.259277
	Iteration 44Q: 3 clusters Score -8961129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -8961120.000000 Penalty: 5365.259277
	Iteration 45Q: 3 clusters Score -8961120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -8961111.000000 Penalty: 5365.259277
	Iteration 46Q: 3 clusters Score -8961111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -8961107.000000 Penalty: 5365.259277
	Iteration 47Q: 3 clusters Score -8961107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -8961114.000000 Penalty: 5365.259277
	Iteration 48Q: 3 clusters Score -8961114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -8961112.000000 Penalty: 5365.259277
	Iteration 49Q: 3 clusters Score -8961112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -8961115.000000 Penalty: 5365.259277
	Iteration 50Q: 3 clusters Score -8961115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -8961105.000000 Penalty: 5365.259277
	Iteration 51Q: 3 clusters Score -8961105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -8961108.000000 Penalty: 5365.259277
	Iteration 52Q: 3 clusters Score -8961108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -8961107.000000 Penalty: 5365.259277
	Iteration 53Q: 3 clusters Score -8961107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -8961099.000000 Penalty: 5365.259277
	Iteration 54Q: 3 clusters Score -8961099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -8961094.000000 Penalty: 5365.259277
	Iteration 55Q: 3 clusters Score -8961094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -8961092.000000 Penalty: 5365.259277
	Iteration 56Q: 3 clusters Score -8961092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -8961092.000000 Penalty: 5365.259277
	Iteration 57Q: 3 clusters Score -8961092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -8961092.000000 Penalty: 5365.259277
	Iteration 58Q: 3 clusters Score -8961092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -8961102.000000 Penalty: 5365.259277
	Iteration 59Q: 3 clusters Score -8961102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -8961098.000000 Penalty: 5365.259277
	Iteration 60F: 3 clusters Score -8961098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -8961102.000000 Penalty: 5365.259277
	Iteration 61Q: 3 clusters Score -8961102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -8961104.000000 Penalty: 5365.259277
	Iteration 62Q: 3 clusters Score -8961104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -8961109.000000 Penalty: 5365.259277
	Iteration 63Q: 3 clusters Score -8961109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -8961106.000000 Penalty: 5365.259277
	Iteration 64Q: 3 clusters Score -8961106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -8961104.000000 Penalty: 5365.259277
	Iteration 65Q: 3 clusters Score -8961104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -8961104.000000 Penalty: 5365.259277
	Iteration 66F: 3 clusters Score -8961104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Entering Unmasked Estep 
Score: -3900249.750000 Penalty: 2479.600342
	Iteration 0F: 2 clusters Score -3900250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3884785.250000 Penalty: 4959.200684
	Iteration 0F: 3 clusters Score -3884785 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3890175.500000 Penalty: 4959.200684
	Iteration 1F: 3 clusters Score -3890176 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3890708.500000 Penalty: 4959.200684
	Iteration 2F: 3 clusters Score -3890708 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3891338.000000 Penalty: 4959.200684
	Iteration 3F: 3 clusters Score -3891338 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3892099.750000 Penalty: 4959.200684
	Iteration 4F: 3 clusters Score -3892100 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3893016.000000 Penalty: 4959.200684
	Iteration 5F: 3 clusters Score -3893016 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3894075.250000 Penalty: 4959.200684
	Iteration 6F: 3 clusters Score -3894075 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3895110.750000 Penalty: 4959.200684
	Iteration 7F: 3 clusters Score -3895111 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3896011.250000 Penalty: 4959.200684
	Iteration 8F: 3 clusters Score -3896011 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3896693.500000 Penalty: 4959.200684
	Iteration 9Q: 3 clusters Score -3896694 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3897198.250000 Penalty: 4959.200684
	Iteration 10Q: 3 clusters Score -3897198 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3897615.250000 Penalty: 4959.200684
	Iteration 11Q: 3 clusters Score -3897615 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3897901.250000 Penalty: 4959.200684
	Iteration 12Q: 3 clusters Score -3897901 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3898110.250000 Penalty: 4959.200684
	Iteration 13Q: 3 clusters Score -3898110 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3898234.250000 Penalty: 4959.200684
	Iteration 14Q: 3 clusters Score -3898234 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3898325.000000 Penalty: 4959.200684
	Iteration 15Q: 3 clusters Score -3898325 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3898407.750000 Penalty: 4959.200684
	Iteration 16Q: 3 clusters Score -3898408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3898461.500000 Penalty: 4959.200684
	Iteration 17Q: 3 clusters Score -3898462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3898488.000000 Penalty: 4959.200684
	Iteration 18Q: 3 clusters Score -3898488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3898515.750000 Penalty: 4959.200684
	Iteration 19Q: 3 clusters Score -3898516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3898543.750000 Penalty: 4959.200684
	Iteration 20F: 3 clusters Score -3898544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3898568.000000 Penalty: 4959.200684
	Iteration 21Q: 3 clusters Score -3898568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3898576.500000 Penalty: 4959.200684
	Iteration 22Q: 3 clusters Score -3898576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3898592.250000 Penalty: 4959.200684
	Iteration 23Q: 3 clusters Score -3898592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3898602.250000 Penalty: 4959.200684
	Iteration 24Q: 3 clusters Score -3898602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3898611.500000 Penalty: 4959.200684
	Iteration 25Q: 3 clusters Score -3898612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3898617.500000 Penalty: 4959.200684
	Iteration 26Q: 3 clusters Score -3898618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3898616.750000 Penalty: 4959.200684
	Iteration 27Q: 3 clusters Score -3898617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3898618.000000 Penalty: 4959.200684
	Iteration 28Q: 3 clusters Score -3898618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3898619.750000 Penalty: 4959.200684
	Iteration 29Q: 3 clusters Score -3898620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3898621.500000 Penalty: 4959.200684
	Iteration 30Q: 3 clusters Score -3898622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3898616.500000 Penalty: 4959.200684
	Iteration 31Q: 3 clusters Score -3898616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3898617.250000 Penalty: 4959.200684
	Iteration 32Q: 3 clusters Score -3898617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3898619.000000 Penalty: 4959.200684
	Iteration 33Q: 3 clusters Score -3898619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3898621.750000 Penalty: 4959.200684
	Iteration 34Q: 3 clusters Score -3898622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3898621.000000 Penalty: 4959.200684
	Iteration 35Q: 3 clusters Score -3898621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3898620.250000 Penalty: 4959.200684
	Iteration 36Q: 3 clusters Score -3898620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3898620.250000 Penalty: 4959.200684
	Iteration 37F: 3 clusters Score -3898620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -224245.671875 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -224245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222148.953125 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -222149 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -222635.296875 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -222635.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -222892.937500 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -222892.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -223036.453125 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -223036.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -223134.765625 Penalty: 3566.201416
	Iteration 4F: 3 clusters Score -223134.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -223205.203125 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -223205.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -223258.546875 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -223258.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -223297.046875 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -223297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -223325.031250 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -223325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -223361.062500 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -223361.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -223415.343750 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -223415.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -223449.250000 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -223449.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -223479.562500 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -223479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -223500.796875 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -223500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -223517.265625 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -223517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -223532.281250 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -223532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -223549.937500 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -223549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -223556.500000 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -223556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -223560.093750 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -223560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -223561.359375 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -223561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -223561.703125 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -223561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -223565.687500 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -223565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -223568.562500 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -223568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -223573.218750 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -223573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -223574.593750 Penalty: 3566.201416
	Iteration 24Q: 3 clusters Score -223574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -223576.375000 Penalty: 3566.201416
	Iteration 25Q: 3 clusters Score -223576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -223579.812500 Penalty: 3566.201416
	Iteration 26Q: 3 clusters Score -223579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -223581.562500 Penalty: 3566.201416
	Iteration 27Q: 3 clusters Score -223581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -223584.031250 Penalty: 3566.201416
	Iteration 28Q: 3 clusters Score -223584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -223584.031250 Penalty: 3566.201416
	Iteration 29F: 3 clusters Score -223584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Entering Unmasked Estep 
Score: -1602643.125000 Penalty: 2258.447998
	Iteration 0F: 2 clusters Score -1602643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1595616.375000 Penalty: 4516.895996
	Iteration 0F: 3 clusters Score -1595616 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1597600.625000 Penalty: 4516.895996
	Iteration 1F: 3 clusters Score -1597601 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1597935.750000 Penalty: 4516.895996
	Iteration 2F: 3 clusters Score -1597936 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1598205.625000 Penalty: 4516.895996
	Iteration 3F: 3 clusters Score -1598206 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1598482.625000 Penalty: 4516.895996
	Iteration 4Q: 3 clusters Score -1598483 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1598762.875000 Penalty: 4516.895996
	Iteration 5F: 3 clusters Score -1598763 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1599111.875000 Penalty: 4516.895996
	Iteration 6F: 3 clusters Score -1599112 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1599490.875000 Penalty: 4516.895996
	Iteration 7F: 3 clusters Score -1599491 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1599851.375000 Penalty: 4516.895996
	Iteration 8Q: 3 clusters Score -1599851 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1600127.750000 Penalty: 4516.895996
	Iteration 9Q: 3 clusters Score -1600128 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1600343.500000 Penalty: 4516.895996
	Iteration 10Q: 3 clusters Score -1600344 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1600484.750000 Penalty: 4516.895996
	Iteration 11Q: 3 clusters Score -1600485 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1600609.750000 Penalty: 4516.895996
	Iteration 12Q: 3 clusters Score -1600610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1600693.250000 Penalty: 4516.895996
	Iteration 13Q: 3 clusters Score -1600693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1600754.375000 Penalty: 4516.895996
	Iteration 14Q: 3 clusters Score -1600754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1600801.250000 Penalty: 4516.895996
	Iteration 15Q: 3 clusters Score -1600801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1600826.000000 Penalty: 4516.895996
	Iteration 16Q: 3 clusters Score -1600826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1600847.875000 Penalty: 4516.895996
	Iteration 17Q: 3 clusters Score -1600848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1600868.375000 Penalty: 4516.895996
	Iteration 18Q: 3 clusters Score -1600868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1600875.375000 Penalty: 4516.895996
	Iteration 19Q: 3 clusters Score -1600875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1600876.875000 Penalty: 4516.895996
	Iteration 20F: 3 clusters Score -1600877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1600876.875000 Penalty: 4516.895996
	Iteration 21Q: 3 clusters Score -1600877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1600880.250000 Penalty: 4516.895996
	Iteration 22Q: 3 clusters Score -1600880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1600882.250000 Penalty: 4516.895996
	Iteration 23Q: 3 clusters Score -1600882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1600882.250000 Penalty: 4516.895996
	Iteration 24F: 3 clusters Score -1600882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (70049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Entering Unmasked Estep 
Score: -12338728.000000 Penalty: 2766.923584
	Iteration 0F: 2 clusters Score -1.233873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -12296919.000000 Penalty: 5533.847168
	Iteration 0F: 3 clusters Score -1.229692e+07 nChanged 32737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -12315284.000000 Penalty: 5533.847168
	Iteration 1F: 3 clusters Score -1.231528e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -12315897.000000 Penalty: 5533.847168
	Iteration 2Q: 3 clusters Score -1.23159e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -12316624.000000 Penalty: 5533.847168
	Iteration 3Q: 3 clusters Score -1.231662e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -12317410.000000 Penalty: 5533.847168
	Iteration 4Q: 3 clusters Score -1.231741e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -12318501.000000 Penalty: 5533.847168
	Iteration 5Q: 3 clusters Score -1.23185e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -12320095.000000 Penalty: 5533.847168
	Iteration 6F: 3 clusters Score -1.23201e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -12322144.000000 Penalty: 5533.847168
	Iteration 7F: 3 clusters Score -1.232214e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -12324693.000000 Penalty: 5533.847168
	Iteration 8F: 3 clusters Score -1.232469e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -12327518.000000 Penalty: 5533.847168
	Iteration 9F: 3 clusters Score -1.232752e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -12330242.000000 Penalty: 5533.847168
	Iteration 10F: 3 clusters Score -1.233024e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -12332385.000000 Penalty: 5533.847168
	Iteration 11Q: 3 clusters Score -1.233238e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -12333692.000000 Penalty: 5533.847168
	Iteration 12Q: 3 clusters Score -1.233369e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -12334496.000000 Penalty: 5533.847168
	Iteration 13Q: 3 clusters Score -1.23345e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -12334931.000000 Penalty: 5533.847168
	Iteration 14Q: 3 clusters Score -1.233493e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -12335265.000000 Penalty: 5533.847168
	Iteration 15Q: 3 clusters Score -1.233526e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -12335495.000000 Penalty: 5533.847168
	Iteration 16Q: 3 clusters Score -1.23355e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12335650.000000 Penalty: 5533.847168
	Iteration 17Q: 3 clusters Score -1.233565e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12335763.000000 Penalty: 5533.847168
	Iteration 18Q: 3 clusters Score -1.233576e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12335877.000000 Penalty: 5533.847168
	Iteration 19Q: 3 clusters Score -1.233588e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12335952.000000 Penalty: 5533.847168
	Iteration 20F: 3 clusters Score -1.233595e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12336022.000000 Penalty: 5533.847168
	Iteration 21Q: 3 clusters Score -1.233602e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12336056.000000 Penalty: 5533.847168
	Iteration 22Q: 3 clusters Score -1.233606e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12336114.000000 Penalty: 5533.847168
	Iteration 23Q: 3 clusters Score -1.233611e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12336138.000000 Penalty: 5533.847168
	Iteration 24Q: 3 clusters Score -1.233614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12336162.000000 Penalty: 5533.847168
	Iteration 25Q: 3 clusters Score -1.233616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12336192.000000 Penalty: 5533.847168
	Iteration 26Q: 3 clusters Score -1.233619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12336201.000000 Penalty: 5533.847168
	Iteration 27Q: 3 clusters Score -1.23362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12336218.000000 Penalty: 5533.847168
	Iteration 28Q: 3 clusters Score -1.233622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12336241.000000 Penalty: 5533.847168
	Iteration 29Q: 3 clusters Score -1.233624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12336237.000000 Penalty: 5533.847168
	Iteration 30Q: 3 clusters Score -1.233624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12336242.000000 Penalty: 5533.847168
	Iteration 31Q: 3 clusters Score -1.233624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12336264.000000 Penalty: 5533.847168
	Iteration 32Q: 3 clusters Score -1.233626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12336275.000000 Penalty: 5533.847168
	Iteration 33Q: 3 clusters Score -1.233628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12336291.000000 Penalty: 5533.847168
	Iteration 34Q: 3 clusters Score -1.233629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12336302.000000 Penalty: 5533.847168
	Iteration 35Q: 3 clusters Score -1.23363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12336294.000000 Penalty: 5533.847168
	Iteration 36Q: 3 clusters Score -1.233629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12336294.000000 Penalty: 5533.847168
	Iteration 37F: 3 clusters Score -1.233629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (46022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Entering Unmasked Estep 
Score: -8195041.000000 Penalty: 2662.744873
	Iteration 0F: 2 clusters Score -8195041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -8165242.000000 Penalty: 5325.489746
	Iteration 0F: 3 clusters Score -8165242 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -8177035.000000 Penalty: 5325.489746
	Iteration 1F: 3 clusters Score -8177035 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8177802.500000 Penalty: 5325.489746
	Iteration 2Q: 3 clusters Score -8177802 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -8178586.000000 Penalty: 5325.489746
	Iteration 3Q: 3 clusters Score -8178586 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -8179430.500000 Penalty: 5325.489746
	Iteration 4Q: 3 clusters Score -8179430 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -8180478.500000 Penalty: 5325.489746
	Iteration 5F: 3 clusters Score -8180478 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -8181791.000000 Penalty: 5325.489746
	Iteration 6F: 3 clusters Score -8181791 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -8183253.500000 Penalty: 5325.489746
	Iteration 7F: 3 clusters Score -8183254 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -8184853.500000 Penalty: 5325.489746
	Iteration 8F: 3 clusters Score -8184854 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8186581.000000 Penalty: 5325.489746
	Iteration 9F: 3 clusters Score -8186581 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -8188224.000000 Penalty: 5325.489746
	Iteration 10Q: 3 clusters Score -8188224 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -8189645.000000 Penalty: 5325.489746
	Iteration 11Q: 3 clusters Score -8189645 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -8190843.000000 Penalty: 5325.489746
	Iteration 12Q: 3 clusters Score -8190843 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8191745.000000 Penalty: 5325.489746
	Iteration 13Q: 3 clusters Score -8191745 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8192393.500000 Penalty: 5325.489746
	Iteration 14Q: 3 clusters Score -8192394 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8192847.500000 Penalty: 5325.489746
	Iteration 15Q: 3 clusters Score -8192848 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8193067.500000 Penalty: 5325.489746
	Iteration 16Q: 3 clusters Score -8193068 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8193251.500000 Penalty: 5325.489746
	Iteration 17Q: 3 clusters Score -8193252 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8193386.500000 Penalty: 5325.489746
	Iteration 18Q: 3 clusters Score -8193386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8193421.500000 Penalty: 5325.489746
	Iteration 19Q: 3 clusters Score -8193422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8193472.000000 Penalty: 5325.489746
	Iteration 20F: 3 clusters Score -8193472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8193501.000000 Penalty: 5325.489746
	Iteration 21Q: 3 clusters Score -8193501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8193550.500000 Penalty: 5325.489746
	Iteration 22Q: 3 clusters Score -8193550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8193582.000000 Penalty: 5325.489746
	Iteration 23Q: 3 clusters Score -8193582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8193610.000000 Penalty: 5325.489746
	Iteration 24Q: 3 clusters Score -8193610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8193646.500000 Penalty: 5325.489746
	Iteration 25Q: 3 clusters Score -8193646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8193652.000000 Penalty: 5325.489746
	Iteration 26Q: 3 clusters Score -8193652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8193662.500000 Penalty: 5325.489746
	Iteration 27Q: 3 clusters Score -8193662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8193667.000000 Penalty: 5325.489746
	Iteration 28Q: 3 clusters Score -8193667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8193679.500000 Penalty: 5325.489746
	Iteration 29Q: 3 clusters Score -8193680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8193695.000000 Penalty: 5325.489746
	Iteration 30Q: 3 clusters Score -8193695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8193710.500000 Penalty: 5325.489746
	Iteration 31Q: 3 clusters Score -8193710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8193733.500000 Penalty: 5325.489746
	Iteration 32Q: 3 clusters Score -8193734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8193749.500000 Penalty: 5325.489746
	Iteration 33Q: 3 clusters Score -8193750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8193753.000000 Penalty: 5325.489746
	Iteration 34Q: 3 clusters Score -8193753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8193738.500000 Penalty: 5325.489746
	Iteration 35Q: 3 clusters Score -8193738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8193740.000000 Penalty: 5325.489746
	Iteration 36Q: 3 clusters Score -8193740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8193745.500000 Penalty: 5325.489746
	Iteration 37Q: 3 clusters Score -8193746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8193753.000000 Penalty: 5325.489746
	Iteration 38Q: 3 clusters Score -8193753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8193759.000000 Penalty: 5325.489746
	Iteration 39Q: 3 clusters Score -8193759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8193759.500000 Penalty: 5325.489746
	Iteration 40F: 3 clusters Score -8193760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8193767.000000 Penalty: 5325.489746
	Iteration 41Q: 3 clusters Score -8193767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8193766.000000 Penalty: 5325.489746
	Iteration 42Q: 3 clusters Score -8193766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8193766.000000 Penalty: 5325.489746
	Iteration 43F: 3 clusters Score -8193766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (42542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Entering Unmasked Estep 
Score: -7676239.000000 Penalty: 2643.245361
	Iteration 0F: 2 clusters Score -7676239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -7648059.000000 Penalty: 5286.490723
	Iteration 0F: 3 clusters Score -7648059 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -7658821.000000 Penalty: 5286.490723
	Iteration 1F: 3 clusters Score -7658821 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -7659680.500000 Penalty: 5286.490723
	Iteration 2Q: 3 clusters Score -7659680 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -7660712.000000 Penalty: 5286.490723
	Iteration 3F: 3 clusters Score -7660712 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -7662056.000000 Penalty: 5286.490723
	Iteration 4F: 3 clusters Score -7662056 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -7663805.000000 Penalty: 5286.490723
	Iteration 5F: 3 clusters Score -7663805 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -7665935.000000 Penalty: 5286.490723
	Iteration 6F: 3 clusters Score -7665935 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -7668435.000000 Penalty: 5286.490723
	Iteration 7F: 3 clusters Score -7668435 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -7670481.500000 Penalty: 5286.490723
	Iteration 8F: 3 clusters Score -7670482 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -7671499.000000 Penalty: 5286.490723
	Iteration 9Q: 3 clusters Score -7671499 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -7672051.500000 Penalty: 5286.490723
	Iteration 10Q: 3 clusters Score -7672052 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -7672378.000000 Penalty: 5286.490723
	Iteration 11Q: 3 clusters Score -7672378 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -7672687.500000 Penalty: 5286.490723
	Iteration 12Q: 3 clusters Score -7672688 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -7672927.500000 Penalty: 5286.490723
	Iteration 13Q: 3 clusters Score -7672928 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -7673118.000000 Penalty: 5286.490723
	Iteration 14Q: 3 clusters Score -7673118 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -7673285.000000 Penalty: 5286.490723
	Iteration 15Q: 3 clusters Score -7673285 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -7673428.500000 Penalty: 5286.490723
	Iteration 16Q: 3 clusters Score -7673428 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -7673542.500000 Penalty: 5286.490723
	Iteration 17Q: 3 clusters Score -7673542 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7673651.500000 Penalty: 5286.490723
	Iteration 18Q: 3 clusters Score -7673652 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7673727.500000 Penalty: 5286.490723
	Iteration 19Q: 3 clusters Score -7673728 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -7673832.000000 Penalty: 5286.490723
	Iteration 20F: 3 clusters Score -7673832 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7673917.500000 Penalty: 5286.490723
	Iteration 21Q: 3 clusters Score -7673918 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7673979.000000 Penalty: 5286.490723
	Iteration 22Q: 3 clusters Score -7673979 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7674032.500000 Penalty: 5286.490723
	Iteration 23Q: 3 clusters Score -7674032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7674087.000000 Penalty: 5286.490723
	Iteration 24Q: 3 clusters Score -7674087 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7674139.500000 Penalty: 5286.490723
	Iteration 25Q: 3 clusters Score -7674140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7674190.500000 Penalty: 5286.490723
	Iteration 26Q: 3 clusters Score -7674190 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7674211.000000 Penalty: 5286.490723
	Iteration 27Q: 3 clusters Score -7674211 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7674250.500000 Penalty: 5286.490723
	Iteration 28Q: 3 clusters Score -7674250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7674264.000000 Penalty: 5286.490723
	Iteration 29Q: 3 clusters Score -7674264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7674273.500000 Penalty: 5286.490723
	Iteration 30Q: 3 clusters Score -7674274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7674281.000000 Penalty: 5286.490723
	Iteration 31Q: 3 clusters Score -7674281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7674316.000000 Penalty: 5286.490723
	Iteration 32Q: 3 clusters Score -7674316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7674322.000000 Penalty: 5286.490723
	Iteration 33Q: 3 clusters Score -7674322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7674351.000000 Penalty: 5286.490723
	Iteration 34Q: 3 clusters Score -7674351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7674344.000000 Penalty: 5286.490723
	Iteration 35Q: 3 clusters Score -7674344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7674352.500000 Penalty: 5286.490723
	Iteration 36Q: 3 clusters Score -7674352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7674350.500000 Penalty: 5286.490723
	Iteration 37Q: 3 clusters Score -7674350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7674374.000000 Penalty: 5286.490723
	Iteration 38Q: 3 clusters Score -7674374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7674376.000000 Penalty: 5286.490723
	Iteration 39Q: 3 clusters Score -7674376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7674381.500000 Penalty: 5286.490723
	Iteration 40F: 3 clusters Score -7674382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7674393.000000 Penalty: 5286.490723
	Iteration 41Q: 3 clusters Score -7674393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7674403.500000 Penalty: 5286.490723
	Iteration 42Q: 3 clusters Score -7674404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7674413.500000 Penalty: 5286.490723
	Iteration 43Q: 3 clusters Score -7674414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7674415.500000 Penalty: 5286.490723
	Iteration 44Q: 3 clusters Score -7674416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7674406.500000 Penalty: 5286.490723
	Iteration 45Q: 3 clusters Score -7674406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7674401.000000 Penalty: 5286.490723
	Iteration 46Q: 3 clusters Score -7674401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7674401.500000 Penalty: 5286.490723
	Iteration 47Q: 3 clusters Score -7674402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7674417.000000 Penalty: 5286.490723
	Iteration 48Q: 3 clusters Score -7674417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7674411.000000 Penalty: 5286.490723
	Iteration 49Q: 3 clusters Score -7674411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7674410.000000 Penalty: 5286.490723
	Iteration 50Q: 3 clusters Score -7674410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7674416.000000 Penalty: 5286.490723
	Iteration 51Q: 3 clusters Score -7674416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7674418.500000 Penalty: 5286.490723
	Iteration 52Q: 3 clusters Score -7674418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7674415.500000 Penalty: 5286.490723
	Iteration 53Q: 3 clusters Score -7674416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7674417.500000 Penalty: 5286.490723
	Iteration 54Q: 3 clusters Score -7674418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7674416.000000 Penalty: 5286.490723
	Iteration 55Q: 3 clusters Score -7674416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7674410.000000 Penalty: 5286.490723
	Iteration 56Q: 3 clusters Score -7674410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7674418.000000 Penalty: 5286.490723
	Iteration 57Q: 3 clusters Score -7674418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7674430.000000 Penalty: 5286.490723
	Iteration 58Q: 3 clusters Score -7674430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7674417.000000 Penalty: 5286.490723
	Iteration 59Q: 3 clusters Score -7674417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7674418.500000 Penalty: 5286.490723
	Iteration 60F: 3 clusters Score -7674418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7674426.500000 Penalty: 5286.490723
	Iteration 61Q: 3 clusters Score -7674426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7674426.500000 Penalty: 5286.490723
	Iteration 62F: 3 clusters Score -7674426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -918010.062500 Penalty: 2125.494873
	Iteration 0F: 2 clusters Score -918010.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -913345.812500 Penalty: 4250.989746
	Iteration 0F: 3 clusters Score -913345.8 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -914569.812500 Penalty: 4250.989746
	Iteration 1F: 3 clusters Score -914569.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -914875.312500 Penalty: 4250.989746
	Iteration 2F: 3 clusters Score -914875.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -915193.375000 Penalty: 4250.989746
	Iteration 3F: 3 clusters Score -915193.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -915472.000000 Penalty: 4250.989746
	Iteration 4F: 3 clusters Score -915472 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -915729.375000 Penalty: 4250.989746
	Iteration 5F: 3 clusters Score -915729.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -915980.125000 Penalty: 4250.989746
	Iteration 6F: 3 clusters Score -915980.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -916239.750000 Penalty: 4250.989746
	Iteration 7F: 3 clusters Score -916239.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -916496.250000 Penalty: 4250.989746
	Iteration 8Q: 3 clusters Score -916496.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -916711.187500 Penalty: 4250.989746
	Iteration 9Q: 3 clusters Score -916711.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -916851.875000 Penalty: 4250.989746
	Iteration 10Q: 3 clusters Score -916851.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -916948.812500 Penalty: 4250.989746
	Iteration 11Q: 3 clusters Score -916948.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -917015.375000 Penalty: 4250.989746
	Iteration 12Q: 3 clusters Score -917015.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -917071.937500 Penalty: 4250.989746
	Iteration 13Q: 3 clusters Score -917071.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -917112.937500 Penalty: 4250.989746
	Iteration 14Q: 3 clusters Score -917112.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -917142.562500 Penalty: 4250.989746
	Iteration 15Q: 3 clusters Score -917142.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -917173.062500 Penalty: 4250.989746
	Iteration 16Q: 3 clusters Score -917173.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -917195.125000 Penalty: 4250.989746
	Iteration 17Q: 3 clusters Score -917195.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -917204.812500 Penalty: 4250.989746
	Iteration 18Q: 3 clusters Score -917204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -917214.687500 Penalty: 4250.989746
	Iteration 19Q: 3 clusters Score -917214.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -917218.625000 Penalty: 4250.989746
	Iteration 20F: 3 clusters Score -917218.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -917223.875000 Penalty: 4250.989746
	Iteration 21Q: 3 clusters Score -917223.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -917227.500000 Penalty: 4250.989746
	Iteration 22Q: 3 clusters Score -917227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -917232.562500 Penalty: 4250.989746
	Iteration 23Q: 3 clusters Score -917232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -917238.312500 Penalty: 4250.989746
	Iteration 24Q: 3 clusters Score -917238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -917238.687500 Penalty: 4250.989746
	Iteration 25Q: 3 clusters Score -917238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -917241.062500 Penalty: 4250.989746
	Iteration 26Q: 3 clusters Score -917241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -917240.500000 Penalty: 4250.989746
	Iteration 27Q: 3 clusters Score -917240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -917240.937500 Penalty: 4250.989746
	Iteration 28Q: 3 clusters Score -917240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -917240.812500 Penalty: 4250.989746
	Iteration 29Q: 3 clusters Score -917240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -917241.562500 Penalty: 4250.989746
	Iteration 30Q: 3 clusters Score -917241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -917242.562500 Penalty: 4250.989746
	Iteration 31Q: 3 clusters Score -917242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -917243.687500 Penalty: 4250.989746
	Iteration 32Q: 3 clusters Score -917243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -917244.312500 Penalty: 4250.989746
	Iteration 33Q: 3 clusters Score -917244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -917244.250000 Penalty: 4250.989746
	Iteration 34Q: 3 clusters Score -917244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -917243.312500 Penalty: 4250.989746
	Iteration 35Q: 3 clusters Score -917243.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -917244.750000 Penalty: 4250.989746
	Iteration 36Q: 3 clusters Score -917244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -917244.750000 Penalty: 4250.989746
	Iteration 37F: 3 clusters Score -917244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 39511 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 45326 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 50630 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 26318 members 
Mstep: Class 13 contains 51226 members 
Mstep: Class 14 contains 51355 members 
Mstep: Class 15 contains 38382 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48062 members 
Mstep: Class 18 contains 11673 members 
Mstep: Class 19 contains 49208 members 
Mstep: Class 20 contains 40189 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 51868 members 
Mstep: Class 23 contains 34249 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 44005 members 
Mstep: Class 26 contains 19588 members 
Mstep: Class 27 contains 44124 members 
Mstep: Class 28 contains 42976 members 
Mstep: Class 29 contains 61440 members 
Mstep: Class 30 contains 49864 members 
Mstep: Class 31 contains 21991 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 70049 members 
Mstep: Class 35 contains 46022 members 
Mstep: Class 36 contains 42542 members 
Mstep: Class 37 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196397824.000000 Penalty: 131281.953125
Iteration 79Q: 39 clusters Score -1.963978e+08 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 39636 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 14847 members 
Mstep: Class 5 contains 18382 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 45254 members 
Mstep: Class 9 contains 4822 members 
Mstep: Class 10 contains 50599 members 
Mstep: Class 11 contains 10564 members 
Mstep: Class 12 contains 26153 members 
Mstep: Class 13 contains 51154 members 
Mstep: Class 14 contains 51443 members 
Mstep: Class 15 contains 38286 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48155 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 49305 members 
Mstep: Class 20 contains 40308 members 
Mstep: Class 21 contains 17186 members 
Mstep: Class 22 contains 51883 members 
Mstep: Class 23 contains 34517 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 44113 members 
Mstep: Class 26 contains 19676 members 
Mstep: Class 27 contains 44111 members 
Mstep: Class 28 contains 42986 members 
Mstep: Class 29 contains 61318 members 
Mstep: Class 30 contains 50014 members 
Mstep: Class 31 contains 22094 members 
Mstep: Class 32 contains 1328 members 
Mstep: Class 33 contains 9121 members 
Mstep: Class 34 contains 70011 members 
Mstep: Class 35 contains 46097 members 
Mstep: Class 36 contains 42339 members 
Mstep: Class 37 contains 5273 members 
Mstep: Class 38 contains 41098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196399232.000000 Penalty: 131281.953125
Iteration 80F: 39 clusters Score -1.963992e+08 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 39615 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 18349 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 45195 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 25977 members 
Mstep: Class 13 contains 51095 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 38146 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48267 members 
Mstep: Class 18 contains 11695 members 
Mstep: Class 19 contains 49333 members 
Mstep: Class 20 contains 40354 members 
Mstep: Class 21 contains 16949 members 
Mstep: Class 22 contains 51880 members 
Mstep: Class 23 contains 34735 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 44095 members 
Mstep: Class 26 contains 19718 members 
Mstep: Class 27 contains 43936 members 
Mstep: Class 28 contains 42968 members 
Mstep: Class 29 contains 61185 members 
Mstep: Class 30 contains 49400 members 
Mstep: Class 31 contains 22186 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 9223 members 
Mstep: Class 34 contains 69916 members 
Mstep: Class 35 contains 46048 members 
Mstep: Class 36 contains 42001 members 
Mstep: Class 37 contains 5254 members 
Mstep: Class 38 contains 42474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400304.000000 Penalty: 131281.953125
Iteration 81Q: 39 clusters Score -1.964003e+08 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 39616 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 18323 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 45119 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 50514 members 
Mstep: Class 11 contains 10557 members 
Mstep: Class 12 contains 25831 members 
Mstep: Class 13 contains 51020 members 
Mstep: Class 14 contains 51432 members 
Mstep: Class 15 contains 38049 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48358 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 49404 members 
Mstep: Class 20 contains 40389 members 
Mstep: Class 21 contains 16780 members 
Mstep: Class 22 contains 51849 members 
Mstep: Class 23 contains 34954 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 44086 members 
Mstep: Class 26 contains 19779 members 
Mstep: Class 27 contains 43809 members 
Mstep: Class 28 contains 42958 members 
Mstep: Class 29 contains 61076 members 
Mstep: Class 30 contains 48831 members 
Mstep: Class 31 contains 22273 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 9331 members 
Mstep: Class 34 contains 69842 members 
Mstep: Class 35 contains 45984 members 
Mstep: Class 36 contains 41719 members 
Mstep: Class 37 contains 5241 members 
Mstep: Class 38 contains 43614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400800.000000 Penalty: 131281.953125
Iteration 82Q: 39 clusters Score -1.964008e+08 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 39591 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 18280 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 45007 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 50459 members 
Mstep: Class 11 contains 10553 members 
Mstep: Class 12 contains 25683 members 
Mstep: Class 13 contains 50925 members 
Mstep: Class 14 contains 51323 members 
Mstep: Class 15 contains 37961 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48405 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 49505 members 
Mstep: Class 20 contains 40422 members 
Mstep: Class 21 contains 16647 members 
Mstep: Class 22 contains 51833 members 
Mstep: Class 23 contains 35180 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 44113 members 
Mstep: Class 26 contains 19837 members 
Mstep: Class 27 contains 43695 members 
Mstep: Class 28 contains 42967 members 
Mstep: Class 29 contains 60954 members 
Mstep: Class 30 contains 48338 members 
Mstep: Class 31 contains 22357 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 69790 members 
Mstep: Class 35 contains 45929 members 
Mstep: Class 36 contains 41468 members 
Mstep: Class 37 contains 5246 members 
Mstep: Class 38 contains 44630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401520.000000 Penalty: 131281.953125
Iteration 83Q: 39 clusters Score -1.964015e+08 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 39573 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 18220 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 44927 members 
Mstep: Class 9 contains 5538 members 
Mstep: Class 10 contains 50419 members 
Mstep: Class 11 contains 10556 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 50835 members 
Mstep: Class 14 contains 51182 members 
Mstep: Class 15 contains 37899 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48418 members 
Mstep: Class 18 contains 11715 members 
Mstep: Class 19 contains 49612 members 
Mstep: Class 20 contains 40415 members 
Mstep: Class 21 contains 16606 members 
Mstep: Class 22 contains 51826 members 
Mstep: Class 23 contains 35388 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 44087 members 
Mstep: Class 26 contains 19900 members 
Mstep: Class 27 contains 43623 members 
Mstep: Class 28 contains 42963 members 
Mstep: Class 29 contains 60789 members 
Mstep: Class 30 contains 47932 members 
Mstep: Class 31 contains 22434 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 9562 members 
Mstep: Class 34 contains 69727 members 
Mstep: Class 35 contains 45873 members 
Mstep: Class 36 contains 41230 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 45577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401888.000000 Penalty: 131281.953125
Iteration 84Q: 39 clusters Score -1.964019e+08 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 39576 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 14832 members 
Mstep: Class 5 contains 18175 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 44838 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 10 contains 50380 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 25420 members 
Mstep: Class 13 contains 50757 members 
Mstep: Class 14 contains 51008 members 
Mstep: Class 15 contains 37849 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 48386 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 49755 members 
Mstep: Class 20 contains 40433 members 
Mstep: Class 21 contains 16572 members 
Mstep: Class 22 contains 51845 members 
Mstep: Class 23 contains 35595 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 44090 members 
Mstep: Class 26 contains 19956 members 
Mstep: Class 27 contains 43541 members 
Mstep: Class 28 contains 42959 members 
Mstep: Class 29 contains 60598 members 
Mstep: Class 30 contains 47568 members 
Mstep: Class 31 contains 22495 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 9690 members 
Mstep: Class 34 contains 69681 members 
Mstep: Class 35 contains 45815 members 
Mstep: Class 36 contains 40984 members 
Mstep: Class 37 contains 5248 members 
Mstep: Class 38 contains 46450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402560.000000 Penalty: 131281.953125
Iteration 85Q: 39 clusters Score -1.964026e+08 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 39580 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 14830 members 
Mstep: Class 5 contains 18126 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 44735 members 
Mstep: Class 9 contains 5881 members 
Mstep: Class 10 contains 50347 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 25296 members 
Mstep: Class 13 contains 50634 members 
Mstep: Class 14 contains 50815 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 48349 members 
Mstep: Class 18 contains 11711 members 
Mstep: Class 19 contains 49911 members 
Mstep: Class 20 contains 40417 members 
Mstep: Class 21 contains 16541 members 
Mstep: Class 22 contains 51875 members 
Mstep: Class 23 contains 35778 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 44070 members 
Mstep: Class 26 contains 20025 members 
Mstep: Class 27 contains 43457 members 
Mstep: Class 28 contains 42951 members 
Mstep: Class 29 contains 60454 members 
Mstep: Class 30 contains 47310 members 
Mstep: Class 31 contains 22544 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 9802 members 
Mstep: Class 34 contains 69613 members 
Mstep: Class 35 contains 45811 members 
Mstep: Class 36 contains 40767 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 47226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403200.000000 Penalty: 131281.953125
Iteration 86Q: 39 clusters Score -1.964032e+08 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 39554 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 14827 members 
Mstep: Class 5 contains 18069 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 44622 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 50314 members 
Mstep: Class 11 contains 10541 members 
Mstep: Class 12 contains 25159 members 
Mstep: Class 13 contains 50498 members 
Mstep: Class 14 contains 50618 members 
Mstep: Class 15 contains 37841 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 48343 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 40384 members 
Mstep: Class 21 contains 16543 members 
Mstep: Class 22 contains 51898 members 
Mstep: Class 23 contains 35941 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 44030 members 
Mstep: Class 26 contains 20069 members 
Mstep: Class 27 contains 43343 members 
Mstep: Class 28 contains 42936 members 
Mstep: Class 29 contains 60326 members 
Mstep: Class 30 contains 47139 members 
Mstep: Class 31 contains 22603 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 9908 members 
Mstep: Class 34 contains 69569 members 
Mstep: Class 35 contains 45827 members 
Mstep: Class 36 contains 40581 members 
Mstep: Class 37 contains 5234 members 
Mstep: Class 38 contains 47919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403504.000000 Penalty: 131281.953125
Iteration 87Q: 39 clusters Score -1.964035e+08 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 39529 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 14825 members 
Mstep: Class 5 contains 18017 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 44458 members 
Mstep: Class 9 contains 6250 members 
Mstep: Class 10 contains 50291 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 25043 members 
Mstep: Class 13 contains 50406 members 
Mstep: Class 14 contains 50440 members 
Mstep: Class 15 contains 37821 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 50219 members 
Mstep: Class 20 contains 40350 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 51926 members 
Mstep: Class 23 contains 36097 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 44008 members 
Mstep: Class 26 contains 20119 members 
Mstep: Class 27 contains 43230 members 
Mstep: Class 28 contains 42927 members 
Mstep: Class 29 contains 60178 members 
Mstep: Class 30 contains 47019 members 
Mstep: Class 31 contains 22663 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 10012 members 
Mstep: Class 34 contains 69495 members 
Mstep: Class 35 contains 45865 members 
Mstep: Class 36 contains 40428 members 
Mstep: Class 37 contains 5233 members 
Mstep: Class 38 contains 48570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404192.000000 Penalty: 131281.953125
Iteration 88Q: 39 clusters Score -1.964042e+08 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 39530 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 14818 members 
Mstep: Class 5 contains 17969 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 44322 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 50265 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 24915 members 
Mstep: Class 13 contains 50314 members 
Mstep: Class 14 contains 50231 members 
Mstep: Class 15 contains 37771 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48236 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 50357 members 
Mstep: Class 20 contains 40325 members 
Mstep: Class 21 contains 16534 members 
Mstep: Class 22 contains 51959 members 
Mstep: Class 23 contains 36270 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 44060 members 
Mstep: Class 26 contains 20189 members 
Mstep: Class 27 contains 43116 members 
Mstep: Class 28 contains 42930 members 
Mstep: Class 29 contains 60015 members 
Mstep: Class 30 contains 46959 members 
Mstep: Class 31 contains 22733 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10113 members 
Mstep: Class 34 contains 69393 members 
Mstep: Class 35 contains 45918 members 
Mstep: Class 36 contains 40231 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 49114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404752.000000 Penalty: 131281.953125
Iteration 89Q: 39 clusters Score -1.964048e+08 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 39455 members 
Mstep: Class 3 contains 2205 members 
Mstep: Class 4 contains 14817 members 
Mstep: Class 5 contains 17914 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 44213 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 50241 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 24788 members 
Mstep: Class 13 contains 50235 members 
Mstep: Class 14 contains 49979 members 
Mstep: Class 15 contains 37733 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48246 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 50489 members 
Mstep: Class 20 contains 40303 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 51993 members 
Mstep: Class 23 contains 36412 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 44122 members 
Mstep: Class 26 contains 20264 members 
Mstep: Class 27 contains 43003 members 
Mstep: Class 28 contains 42926 members 
Mstep: Class 29 contains 59813 members 
Mstep: Class 30 contains 47081 members 
Mstep: Class 31 contains 22788 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10198 members 
Mstep: Class 34 contains 69346 members 
Mstep: Class 35 contains 45965 members 
Mstep: Class 36 contains 40013 members 
Mstep: Class 37 contains 5228 members 
Mstep: Class 38 contains 49573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405328.000000 Penalty: 131281.953125
Iteration 90Q: 39 clusters Score -1.964053e+08 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 39427 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 14807 members 
Mstep: Class 5 contains 17873 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 44136 members 
Mstep: Class 9 contains 6785 members 
Mstep: Class 10 contains 50211 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 24676 members 
Mstep: Class 13 contains 50116 members 
Mstep: Class 14 contains 49684 members 
Mstep: Class 15 contains 37706 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48241 members 
Mstep: Class 18 contains 11721 members 
Mstep: Class 19 contains 50616 members 
Mstep: Class 20 contains 40333 members 
Mstep: Class 21 contains 16518 members 
Mstep: Class 22 contains 52015 members 
Mstep: Class 23 contains 36573 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 44159 members 
Mstep: Class 26 contains 20327 members 
Mstep: Class 27 contains 42875 members 
Mstep: Class 28 contains 42931 members 
Mstep: Class 29 contains 59653 members 
Mstep: Class 30 contains 47318 members 
Mstep: Class 31 contains 22840 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 10290 members 
Mstep: Class 34 contains 69306 members 
Mstep: Class 35 contains 46016 members 
Mstep: Class 36 contains 39798 members 
Mstep: Class 37 contains 5221 members 
Mstep: Class 38 contains 49830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405920.000000 Penalty: 131281.953125
Iteration 91Q: 39 clusters Score -1.964059e+08 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 39369 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 14799 members 
Mstep: Class 5 contains 17831 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 44026 members 
Mstep: Class 9 contains 6952 members 
Mstep: Class 10 contains 50175 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 24560 members 
Mstep: Class 13 contains 50001 members 
Mstep: Class 14 contains 49409 members 
Mstep: Class 15 contains 37690 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48245 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 50785 members 
Mstep: Class 20 contains 40342 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 52030 members 
Mstep: Class 23 contains 36700 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 44220 members 
Mstep: Class 26 contains 20394 members 
Mstep: Class 27 contains 42744 members 
Mstep: Class 28 contains 42936 members 
Mstep: Class 29 contains 59462 members 
Mstep: Class 30 contains 47611 members 
Mstep: Class 31 contains 22892 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 10386 members 
Mstep: Class 34 contains 69277 members 
Mstep: Class 35 contains 46070 members 
Mstep: Class 36 contains 39600 members 
Mstep: Class 37 contains 5210 members 
Mstep: Class 38 contains 50018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406352.000000 Penalty: 131281.953125
Iteration 92Q: 39 clusters Score -1.964064e+08 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 39298 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 14782 members 
Mstep: Class 5 contains 17800 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 43918 members 
Mstep: Class 9 contains 7102 members 
Mstep: Class 10 contains 50151 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 24467 members 
Mstep: Class 13 contains 49871 members 
Mstep: Class 14 contains 49171 members 
Mstep: Class 15 contains 37656 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48275 members 
Mstep: Class 18 contains 11735 members 
Mstep: Class 19 contains 50944 members 
Mstep: Class 20 contains 40373 members 
Mstep: Class 21 contains 16515 members 
Mstep: Class 22 contains 52030 members 
Mstep: Class 23 contains 36816 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44296 members 
Mstep: Class 26 contains 20465 members 
Mstep: Class 27 contains 42621 members 
Mstep: Class 28 contains 42949 members 
Mstep: Class 29 contains 59265 members 
Mstep: Class 30 contains 47952 members 
Mstep: Class 31 contains 22953 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 10468 members 
Mstep: Class 34 contains 69225 members 
Mstep: Class 35 contains 46162 members 
Mstep: Class 36 contains 39415 members 
Mstep: Class 37 contains 5200 members 
Mstep: Class 38 contains 50130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406912.000000 Penalty: 131281.953125
Iteration 93Q: 39 clusters Score -1.964069e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 39274 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 14770 members 
Mstep: Class 5 contains 17775 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 50132 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 24400 members 
Mstep: Class 13 contains 49715 members 
Mstep: Class 14 contains 48991 members 
Mstep: Class 15 contains 37635 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48293 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 51059 members 
Mstep: Class 20 contains 40386 members 
Mstep: Class 21 contains 16520 members 
Mstep: Class 22 contains 52027 members 
Mstep: Class 23 contains 36943 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44346 members 
Mstep: Class 26 contains 20520 members 
Mstep: Class 27 contains 42502 members 
Mstep: Class 28 contains 42953 members 
Mstep: Class 29 contains 59128 members 
Mstep: Class 30 contains 48305 members 
Mstep: Class 31 contains 22990 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10543 members 
Mstep: Class 34 contains 69182 members 
Mstep: Class 35 contains 46238 members 
Mstep: Class 36 contains 39269 members 
Mstep: Class 37 contains 5187 members 
Mstep: Class 38 contains 50152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407440.000000 Penalty: 131281.953125
Iteration 94Q: 39 clusters Score -1.964074e+08 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 39207 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 14761 members 
Mstep: Class 5 contains 17770 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 43680 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 50107 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 24325 members 
Mstep: Class 13 contains 49570 members 
Mstep: Class 14 contains 48850 members 
Mstep: Class 15 contains 37599 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48294 members 
Mstep: Class 18 contains 11741 members 
Mstep: Class 19 contains 51092 members 
Mstep: Class 20 contains 40411 members 
Mstep: Class 21 contains 16511 members 
Mstep: Class 22 contains 52008 members 
Mstep: Class 23 contains 37027 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44487 members 
Mstep: Class 26 contains 20598 members 
Mstep: Class 27 contains 42342 members 
Mstep: Class 28 contains 42950 members 
Mstep: Class 29 contains 59041 members 
Mstep: Class 30 contains 48687 members 
Mstep: Class 31 contains 23015 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10619 members 
Mstep: Class 34 contains 69148 members 
Mstep: Class 35 contains 46325 members 
Mstep: Class 36 contains 39183 members 
Mstep: Class 37 contains 5182 members 
Mstep: Class 38 contains 50129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407648.000000 Penalty: 131281.953125
Iteration 95Q: 39 clusters Score -1.964076e+08 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 39190 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 17772 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 43516 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 50077 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 24250 members 
Mstep: Class 13 contains 49434 members 
Mstep: Class 14 contains 48731 members 
Mstep: Class 15 contains 37592 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48283 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 51111 members 
Mstep: Class 20 contains 40414 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 52020 members 
Mstep: Class 23 contains 37116 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44694 members 
Mstep: Class 26 contains 20676 members 
Mstep: Class 27 contains 42172 members 
Mstep: Class 28 contains 42945 members 
Mstep: Class 29 contains 58941 members 
Mstep: Class 30 contains 48976 members 
Mstep: Class 31 contains 23035 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10697 members 
Mstep: Class 34 contains 69114 members 
Mstep: Class 35 contains 46399 members 
Mstep: Class 36 contains 39115 members 
Mstep: Class 37 contains 5179 members 
Mstep: Class 38 contains 50086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408336.000000 Penalty: 131281.953125
Iteration 96Q: 39 clusters Score -1.964083e+08 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 39191 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 14737 members 
Mstep: Class 5 contains 17766 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 50046 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 24170 members 
Mstep: Class 13 contains 49312 members 
Mstep: Class 14 contains 48688 members 
Mstep: Class 15 contains 37602 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48248 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 51158 members 
Mstep: Class 20 contains 40457 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 52018 members 
Mstep: Class 23 contains 37213 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 44871 members 
Mstep: Class 26 contains 20715 members 
Mstep: Class 27 contains 41994 members 
Mstep: Class 28 contains 42941 members 
Mstep: Class 29 contains 58833 members 
Mstep: Class 30 contains 49174 members 
Mstep: Class 31 contains 23053 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10769 members 
Mstep: Class 34 contains 69099 members 
Mstep: Class 35 contains 46427 members 
Mstep: Class 36 contains 39079 members 
Mstep: Class 37 contains 5177 members 
Mstep: Class 38 contains 50069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408416.000000 Penalty: 131281.953125
Iteration 97Q: 39 clusters Score -1.964084e+08 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 39209 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 14714 members 
Mstep: Class 5 contains 17760 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 43232 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 50017 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 24084 members 
Mstep: Class 13 contains 49181 members 
Mstep: Class 14 contains 48675 members 
Mstep: Class 15 contains 37590 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48215 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 51205 members 
Mstep: Class 20 contains 40528 members 
Mstep: Class 21 contains 16479 members 
Mstep: Class 22 contains 52007 members 
Mstep: Class 23 contains 37290 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 45042 members 
Mstep: Class 26 contains 20758 members 
Mstep: Class 27 contains 41834 members 
Mstep: Class 28 contains 42934 members 
Mstep: Class 29 contains 58773 members 
Mstep: Class 30 contains 49298 members 
Mstep: Class 31 contains 23067 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10829 members 
Mstep: Class 34 contains 69133 members 
Mstep: Class 35 contains 46437 members 
Mstep: Class 36 contains 39053 members 
Mstep: Class 37 contains 5171 members 
Mstep: Class 38 contains 50057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408368.000000 Penalty: 131281.953125
Iteration 98Q: 39 clusters Score -1.964084e+08 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 39244 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 14695 members 
Mstep: Class 5 contains 17744 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 43065 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 49989 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 24002 members 
Mstep: Class 13 contains 49041 members 
Mstep: Class 14 contains 48620 members 
Mstep: Class 15 contains 37583 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48222 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 40631 members 
Mstep: Class 21 contains 16471 members 
Mstep: Class 22 contains 51999 members 
Mstep: Class 23 contains 37397 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 45165 members 
Mstep: Class 26 contains 20808 members 
Mstep: Class 27 contains 41692 members 
Mstep: Class 28 contains 42916 members 
Mstep: Class 29 contains 58741 members 
Mstep: Class 30 contains 49467 members 
Mstep: Class 31 contains 23082 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10886 members 
Mstep: Class 34 contains 69136 members 
Mstep: Class 35 contains 46445 members 
Mstep: Class 36 contains 39047 members 
Mstep: Class 37 contains 5165 members 
Mstep: Class 38 contains 50018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408960.000000 Penalty: 131281.953125
Iteration 99Q: 39 clusters Score -1.96409e+08 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 39272 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 14677 members 
Mstep: Class 5 contains 17732 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 42912 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 49967 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 48926 members 
Mstep: Class 14 contains 48610 members 
Mstep: Class 15 contains 37580 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48210 members 
Mstep: Class 18 contains 11768 members 
Mstep: Class 19 contains 51169 members 
Mstep: Class 20 contains 40808 members 
Mstep: Class 21 contains 16461 members 
Mstep: Class 22 contains 51985 members 
Mstep: Class 23 contains 37509 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 45256 members 
Mstep: Class 26 contains 20845 members 
Mstep: Class 27 contains 41521 members 
Mstep: Class 28 contains 42909 members 
Mstep: Class 29 contains 58708 members 
Mstep: Class 30 contains 49643 members 
Mstep: Class 31 contains 23099 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 10957 members 
Mstep: Class 34 contains 69096 members 
Mstep: Class 35 contains 46447 members 
Mstep: Class 36 contains 39027 members 
Mstep: Class 37 contains 5162 members 
Mstep: Class 38 contains 49969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409072.000000 Penalty: 131281.953125
Iteration 100F: 39 clusters Score -1.964091e+08 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 39300 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 14661 members 
Mstep: Class 5 contains 17701 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 42768 members 
Mstep: Class 9 contains 7944 members 
Mstep: Class 10 contains 49946 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 23816 members 
Mstep: Class 13 contains 48818 members 
Mstep: Class 14 contains 48629 members 
Mstep: Class 15 contains 37583 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48184 members 
Mstep: Class 18 contains 11773 members 
Mstep: Class 19 contains 51098 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 16409 members 
Mstep: Class 22 contains 51993 members 
Mstep: Class 23 contains 37634 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 45316 members 
Mstep: Class 26 contains 20885 members 
Mstep: Class 27 contains 41327 members 
Mstep: Class 28 contains 42900 members 
Mstep: Class 29 contains 58693 members 
Mstep: Class 30 contains 49839 members 
Mstep: Class 31 contains 23110 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 11041 members 
Mstep: Class 34 contains 69086 members 
Mstep: Class 35 contains 46470 members 
Mstep: Class 36 contains 38980 members 
Mstep: Class 37 contains 5155 members 
Mstep: Class 38 contains 49936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409424.000000 Penalty: 131281.953125
Iteration 101Q: 39 clusters Score -1.964094e+08 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 39353 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 14644 members 
Mstep: Class 5 contains 17675 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 42677 members 
Mstep: Class 9 contains 8039 members 
Mstep: Class 10 contains 49934 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 23739 members 
Mstep: Class 13 contains 48709 members 
Mstep: Class 14 contains 48693 members 
Mstep: Class 15 contains 37551 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48164 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 50986 members 
Mstep: Class 20 contains 41070 members 
Mstep: Class 21 contains 16383 members 
Mstep: Class 22 contains 51981 members 
Mstep: Class 23 contains 37771 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 45306 members 
Mstep: Class 26 contains 20936 members 
Mstep: Class 27 contains 41143 members 
Mstep: Class 28 contains 42900 members 
Mstep: Class 29 contains 58700 members 
Mstep: Class 30 contains 49969 members 
Mstep: Class 31 contains 23127 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 11106 members 
Mstep: Class 34 contains 69084 members 
Mstep: Class 35 contains 46505 members 
Mstep: Class 36 contains 38891 members 
Mstep: Class 37 contains 5151 members 
Mstep: Class 38 contains 49962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409680.000000 Penalty: 131281.953125
Iteration 102Q: 39 clusters Score -1.964097e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 39347 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 14628 members 
Mstep: Class 5 contains 17645 members 
Mstep: Class 6 contains 1206 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 42610 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 49918 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 23658 members 
Mstep: Class 13 contains 48632 members 
Mstep: Class 14 contains 48755 members 
Mstep: Class 15 contains 37530 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48123 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 50873 members 
Mstep: Class 20 contains 41204 members 
Mstep: Class 21 contains 16362 members 
Mstep: Class 22 contains 52011 members 
Mstep: Class 23 contains 37870 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 45350 members 
Mstep: Class 26 contains 20972 members 
Mstep: Class 27 contains 41002 members 
Mstep: Class 28 contains 42905 members 
Mstep: Class 29 contains 58695 members 
Mstep: Class 30 contains 50041 members 
Mstep: Class 31 contains 23139 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11161 members 
Mstep: Class 34 contains 69089 members 
Mstep: Class 35 contains 46506 members 
Mstep: Class 36 contains 38833 members 
Mstep: Class 37 contains 5147 members 
Mstep: Class 38 contains 50010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410240.000000 Penalty: 131281.953125
Iteration 103Q: 39 clusters Score -1.964102e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 39360 members 
Mstep: Class 3 contains 2207 members 
Mstep: Class 4 contains 14620 members 
Mstep: Class 5 contains 17634 members 
Mstep: Class 6 contains 1199 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 42537 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 49901 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 23574 members 
Mstep: Class 13 contains 48548 members 
Mstep: Class 14 contains 48809 members 
Mstep: Class 15 contains 37512 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48132 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 50778 members 
Mstep: Class 20 contains 41375 members 
Mstep: Class 21 contains 16350 members 
Mstep: Class 22 contains 52025 members 
Mstep: Class 23 contains 37956 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 45406 members 
Mstep: Class 26 contains 20985 members 
Mstep: Class 27 contains 40879 members 
Mstep: Class 28 contains 42903 members 
Mstep: Class 29 contains 58686 members 
Mstep: Class 30 contains 50079 members 
Mstep: Class 31 contains 23150 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11225 members 
Mstep: Class 34 contains 69079 members 
Mstep: Class 35 contains 46485 members 
Mstep: Class 36 contains 38765 members 
Mstep: Class 37 contains 5134 members 
Mstep: Class 38 contains 50034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410704.000000 Penalty: 131281.953125
Iteration 104Q: 39 clusters Score -1.964107e+08 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 39429 members 
Mstep: Class 3 contains 2207 members 
Mstep: Class 4 contains 14602 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 42480 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 23505 members 
Mstep: Class 13 contains 48475 members 
Mstep: Class 14 contains 48931 members 
Mstep: Class 15 contains 37482 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48163 members 
Mstep: Class 18 contains 11776 members 
Mstep: Class 19 contains 50714 members 
Mstep: Class 20 contains 41489 members 
Mstep: Class 21 contains 16330 members 
Mstep: Class 22 contains 52011 members 
Mstep: Class 23 contains 38024 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 45449 members 
Mstep: Class 26 contains 20987 members 
Mstep: Class 27 contains 40762 members 
Mstep: Class 28 contains 42900 members 
Mstep: Class 29 contains 58631 members 
Mstep: Class 30 contains 50126 members 
Mstep: Class 31 contains 23164 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11267 members 
Mstep: Class 34 contains 69052 members 
Mstep: Class 35 contains 46429 members 
Mstep: Class 36 contains 38715 members 
Mstep: Class 37 contains 5127 members 
Mstep: Class 38 contains 50059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410544.000000 Penalty: 131281.953125
Iteration 105Q: 39 clusters Score -1.964105e+08 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 39490 members 
Mstep: Class 3 contains 2207 members 
Mstep: Class 4 contains 14579 members 
Mstep: Class 5 contains 17592 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 42427 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 49875 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 23443 members 
Mstep: Class 13 contains 48397 members 
Mstep: Class 14 contains 49082 members 
Mstep: Class 15 contains 37442 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48167 members 
Mstep: Class 18 contains 11780 members 
Mstep: Class 19 contains 50608 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 21 contains 16329 members 
Mstep: Class 22 contains 51987 members 
Mstep: Class 23 contains 38089 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 45490 members 
Mstep: Class 26 contains 21001 members 
Mstep: Class 27 contains 40699 members 
Mstep: Class 28 contains 42900 members 
Mstep: Class 29 contains 58627 members 
Mstep: Class 30 contains 50193 members 
Mstep: Class 31 contains 23178 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11303 members 
Mstep: Class 34 contains 69042 members 
Mstep: Class 35 contains 46369 members 
Mstep: Class 36 contains 38661 members 
Mstep: Class 37 contains 5126 members 
Mstep: Class 38 contains 50118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410576.000000 Penalty: 131281.953125
Iteration 106Q: 39 clusters Score -1.964106e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 39546 members 
Mstep: Class 3 contains 2208 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 17575 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 42382 members 
Mstep: Class 9 contains 8475 members 
Mstep: Class 10 contains 49860 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 23375 members 
Mstep: Class 13 contains 48324 members 
Mstep: Class 14 contains 49190 members 
Mstep: Class 15 contains 37419 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48171 members 
Mstep: Class 18 contains 11778 members 
Mstep: Class 19 contains 50454 members 
Mstep: Class 20 contains 41575 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 51945 members 
Mstep: Class 23 contains 38158 members 
Mstep: Class 24 contains 516 members 
Mstep: Class 25 contains 45558 members 
Mstep: Class 26 contains 21021 members 
Mstep: Class 27 contains 40661 members 
Mstep: Class 28 contains 42907 members 
Mstep: Class 29 contains 58618 members 
Mstep: Class 30 contains 50237 members 
Mstep: Class 31 contains 23190 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11346 members 
Mstep: Class 34 contains 69034 members 
Mstep: Class 35 contains 46311 members 
Mstep: Class 36 contains 38618 members 
Mstep: Class 37 contains 5123 members 
Mstep: Class 38 contains 50171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411264.000000 Penalty: 131281.953125
Iteration 107Q: 39 clusters Score -1.964113e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 39611 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 14554 members 
Mstep: Class 5 contains 17559 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 42380 members 
Mstep: Class 9 contains 8537 members 
Mstep: Class 10 contains 49845 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 23313 members 
Mstep: Class 13 contains 48260 members 
Mstep: Class 14 contains 49256 members 
Mstep: Class 15 contains 37397 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48134 members 
Mstep: Class 18 contains 11778 members 
Mstep: Class 19 contains 50297 members 
Mstep: Class 20 contains 41658 members 
Mstep: Class 21 contains 16335 members 
Mstep: Class 22 contains 51966 members 
Mstep: Class 23 contains 38242 members 
Mstep: Class 24 contains 516 members 
Mstep: Class 25 contains 45596 members 
Mstep: Class 26 contains 21043 members 
Mstep: Class 27 contains 40630 members 
Mstep: Class 28 contains 42922 members 
Mstep: Class 29 contains 58616 members 
Mstep: Class 30 contains 50244 members 
Mstep: Class 31 contains 23209 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11388 members 
Mstep: Class 34 contains 69014 members 
Mstep: Class 35 contains 46251 members 
Mstep: Class 36 contains 38580 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 50210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411424.000000 Penalty: 131281.953125
Iteration 108Q: 39 clusters Score -1.964114e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 39697 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 14544 members 
Mstep: Class 5 contains 17540 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 42343 members 
Mstep: Class 9 contains 8585 members 
Mstep: Class 10 contains 49844 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 23250 members 
Mstep: Class 13 contains 48198 members 
Mstep: Class 14 contains 49329 members 
Mstep: Class 15 contains 37392 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48117 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 50155 members 
Mstep: Class 20 contains 41689 members 
Mstep: Class 21 contains 16348 members 
Mstep: Class 22 contains 51986 members 
Mstep: Class 23 contains 38332 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45704 members 
Mstep: Class 26 contains 21037 members 
Mstep: Class 27 contains 40618 members 
Mstep: Class 28 contains 42931 members 
Mstep: Class 29 contains 58583 members 
Mstep: Class 30 contains 50212 members 
Mstep: Class 31 contains 23214 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 11443 members 
Mstep: Class 34 contains 68983 members 
Mstep: Class 35 contains 46157 members 
Mstep: Class 36 contains 38540 members 
Mstep: Class 37 contains 5117 members 
Mstep: Class 38 contains 50269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411216.000000 Penalty: 131281.953125
Iteration 109Q: 39 clusters Score -1.964112e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 39818 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 14533 members 
Mstep: Class 5 contains 17523 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 42313 members 
Mstep: Class 9 contains 8613 members 
Mstep: Class 10 contains 49842 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 23180 members 
Mstep: Class 13 contains 48124 members 
Mstep: Class 14 contains 49383 members 
Mstep: Class 15 contains 37380 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48104 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 50048 members 
Mstep: Class 20 contains 41692 members 
Mstep: Class 21 contains 16351 members 
Mstep: Class 22 contains 52023 members 
Mstep: Class 23 contains 38393 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45778 members 
Mstep: Class 26 contains 21048 members 
Mstep: Class 27 contains 40593 members 
Mstep: Class 28 contains 42929 members 
Mstep: Class 29 contains 58578 members 
Mstep: Class 30 contains 50193 members 
Mstep: Class 31 contains 23225 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 11491 members 
Mstep: Class 34 contains 68948 members 
Mstep: Class 35 contains 46046 members 
Mstep: Class 36 contains 38525 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 50361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411600.000000 Penalty: 131281.953125
Iteration 110Q: 39 clusters Score -1.964116e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 39913 members 
Mstep: Class 3 contains 2208 members 
Mstep: Class 4 contains 14512 members 
Mstep: Class 5 contains 17523 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 42326 members 
Mstep: Class 9 contains 8630 members 
Mstep: Class 10 contains 49843 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 23111 members 
Mstep: Class 13 contains 48063 members 
Mstep: Class 14 contains 49381 members 
Mstep: Class 15 contains 37372 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48115 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 41693 members 
Mstep: Class 21 contains 16369 members 
Mstep: Class 22 contains 52023 members 
Mstep: Class 23 contains 38460 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45832 members 
Mstep: Class 26 contains 21050 members 
Mstep: Class 27 contains 40565 members 
Mstep: Class 28 contains 42921 members 
Mstep: Class 29 contains 58567 members 
Mstep: Class 30 contains 50197 members 
Mstep: Class 31 contains 23236 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11542 members 
Mstep: Class 34 contains 68922 members 
Mstep: Class 35 contains 45927 members 
Mstep: Class 36 contains 38545 members 
Mstep: Class 37 contains 5098 members 
Mstep: Class 38 contains 50429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411552.000000 Penalty: 131281.953125
Iteration 111Q: 39 clusters Score -1.964116e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 40040 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 14492 members 
Mstep: Class 5 contains 17517 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 42335 members 
Mstep: Class 9 contains 8667 members 
Mstep: Class 10 contains 49841 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 23052 members 
Mstep: Class 13 contains 48010 members 
Mstep: Class 14 contains 49372 members 
Mstep: Class 15 contains 37359 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48099 members 
Mstep: Class 18 contains 11792 members 
Mstep: Class 19 contains 49834 members 
Mstep: Class 20 contains 41706 members 
Mstep: Class 21 contains 16385 members 
Mstep: Class 22 contains 52011 members 
Mstep: Class 23 contains 38512 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45824 members 
Mstep: Class 26 contains 21055 members 
Mstep: Class 27 contains 40550 members 
Mstep: Class 28 contains 42917 members 
Mstep: Class 29 contains 58585 members 
Mstep: Class 30 contains 50170 members 
Mstep: Class 31 contains 23246 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11577 members 
Mstep: Class 34 contains 68926 members 
Mstep: Class 35 contains 45847 members 
Mstep: Class 36 contains 38596 members 
Mstep: Class 37 contains 5095 members 
Mstep: Class 38 contains 50493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411584.000000 Penalty: 131281.953125
Iteration 112Q: 39 clusters Score -1.964116e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 40134 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 14470 members 
Mstep: Class 5 contains 17510 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 42347 members 
Mstep: Class 9 contains 8693 members 
Mstep: Class 10 contains 49839 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 23026 members 
Mstep: Class 13 contains 47953 members 
Mstep: Class 14 contains 49349 members 
Mstep: Class 15 contains 37344 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48083 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 49730 members 
Mstep: Class 20 contains 41759 members 
Mstep: Class 21 contains 16400 members 
Mstep: Class 22 contains 51989 members 
Mstep: Class 23 contains 38573 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45803 members 
Mstep: Class 26 contains 21075 members 
Mstep: Class 27 contains 40526 members 
Mstep: Class 28 contains 42913 members 
Mstep: Class 29 contains 58597 members 
Mstep: Class 30 contains 50188 members 
Mstep: Class 31 contains 23261 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 11617 members 
Mstep: Class 34 contains 68897 members 
Mstep: Class 35 contains 45773 members 
Mstep: Class 36 contains 38622 members 
Mstep: Class 37 contains 5089 members 
Mstep: Class 38 contains 50545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412544.000000 Penalty: 131281.953125
Iteration 113Q: 39 clusters Score -1.964125e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 40245 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 17498 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 42347 members 
Mstep: Class 9 contains 8713 members 
Mstep: Class 10 contains 49830 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22997 members 
Mstep: Class 13 contains 47924 members 
Mstep: Class 14 contains 49317 members 
Mstep: Class 15 contains 37338 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48076 members 
Mstep: Class 18 contains 11796 members 
Mstep: Class 19 contains 49634 members 
Mstep: Class 20 contains 41805 members 
Mstep: Class 21 contains 16411 members 
Mstep: Class 22 contains 51951 members 
Mstep: Class 23 contains 38626 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45800 members 
Mstep: Class 26 contains 21089 members 
Mstep: Class 27 contains 40475 members 
Mstep: Class 28 contains 42901 members 
Mstep: Class 29 contains 58596 members 
Mstep: Class 30 contains 50230 members 
Mstep: Class 31 contains 23277 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 11658 members 
Mstep: Class 34 contains 68873 members 
Mstep: Class 35 contains 45716 members 
Mstep: Class 36 contains 38636 members 
Mstep: Class 37 contains 5084 members 
Mstep: Class 38 contains 50588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412144.000000 Penalty: 131281.953125
Iteration 114Q: 39 clusters Score -1.964121e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 40357 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 14440 members 
Mstep: Class 5 contains 17479 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 42352 members 
Mstep: Class 9 contains 8731 members 
Mstep: Class 10 contains 49825 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 22959 members 
Mstep: Class 13 contains 47884 members 
Mstep: Class 14 contains 49292 members 
Mstep: Class 15 contains 37340 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48064 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 49532 members 
Mstep: Class 20 contains 41869 members 
Mstep: Class 21 contains 16424 members 
Mstep: Class 22 contains 51925 members 
Mstep: Class 23 contains 38703 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45836 members 
Mstep: Class 26 contains 21083 members 
Mstep: Class 27 contains 40413 members 
Mstep: Class 28 contains 42894 members 
Mstep: Class 29 contains 58618 members 
Mstep: Class 30 contains 50313 members 
Mstep: Class 31 contains 23291 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 11702 members 
Mstep: Class 34 contains 68851 members 
Mstep: Class 35 contains 45631 members 
Mstep: Class 36 contains 38592 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412128.000000 Penalty: 131281.953125
Iteration 115Q: 39 clusters Score -1.964121e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 40467 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 17477 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 42333 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 49810 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 22930 members 
Mstep: Class 13 contains 47832 members 
Mstep: Class 14 contains 49280 members 
Mstep: Class 15 contains 37346 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48071 members 
Mstep: Class 18 contains 11791 members 
Mstep: Class 19 contains 49410 members 
Mstep: Class 20 contains 41905 members 
Mstep: Class 21 contains 16448 members 
Mstep: Class 22 contains 51904 members 
Mstep: Class 23 contains 38785 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45819 members 
Mstep: Class 26 contains 21082 members 
Mstep: Class 27 contains 40385 members 
Mstep: Class 28 contains 42886 members 
Mstep: Class 29 contains 58649 members 
Mstep: Class 30 contains 50409 members 
Mstep: Class 31 contains 23305 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11749 members 
Mstep: Class 34 contains 68839 members 
Mstep: Class 35 contains 45575 members 
Mstep: Class 36 contains 38538 members 
Mstep: Class 37 contains 5081 members 
Mstep: Class 38 contains 50572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411936.000000 Penalty: 131281.953125
Iteration 116Q: 39 clusters Score -1.964119e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 40573 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 17462 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 42297 members 
Mstep: Class 9 contains 8778 members 
Mstep: Class 10 contains 49802 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 22869 members 
Mstep: Class 13 contains 47771 members 
Mstep: Class 14 contains 49275 members 
Mstep: Class 15 contains 37352 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48084 members 
Mstep: Class 18 contains 11793 members 
Mstep: Class 19 contains 49263 members 
Mstep: Class 20 contains 41941 members 
Mstep: Class 21 contains 16463 members 
Mstep: Class 22 contains 51898 members 
Mstep: Class 23 contains 38890 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45814 members 
Mstep: Class 26 contains 21095 members 
Mstep: Class 27 contains 40327 members 
Mstep: Class 28 contains 42881 members 
Mstep: Class 29 contains 58687 members 
Mstep: Class 30 contains 50485 members 
Mstep: Class 31 contains 23319 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11797 members 
Mstep: Class 34 contains 68811 members 
Mstep: Class 35 contains 45542 members 
Mstep: Class 36 contains 38514 members 
Mstep: Class 37 contains 5082 members 
Mstep: Class 38 contains 50559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411856.000000 Penalty: 131281.953125
Iteration 117Q: 39 clusters Score -1.964119e+08 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 40675 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 17462 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 42290 members 
Mstep: Class 9 contains 8786 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 22823 members 
Mstep: Class 13 contains 47710 members 
Mstep: Class 14 contains 49223 members 
Mstep: Class 15 contains 37351 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48070 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 49134 members 
Mstep: Class 20 contains 41989 members 
Mstep: Class 21 contains 16462 members 
Mstep: Class 22 contains 51900 members 
Mstep: Class 23 contains 38990 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45770 members 
Mstep: Class 26 contains 21091 members 
Mstep: Class 27 contains 40289 members 
Mstep: Class 28 contains 42888 members 
Mstep: Class 29 contains 58736 members 
Mstep: Class 30 contains 50580 members 
Mstep: Class 31 contains 23338 members 
Mstep: Class 32 contains 1328 members 
Mstep: Class 33 contains 11840 members 
Mstep: Class 34 contains 68804 members 
Mstep: Class 35 contains 45499 members 
Mstep: Class 36 contains 38487 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411952.000000 Penalty: 131281.953125
Iteration 118Q: 39 clusters Score -1.96412e+08 nChanged 3329
Entering ConstructFrom: 
Score: -196411952.000000 Penalty: 131281.953125
Entering ConstructFrom: 
Trying to split cluster 1 (12296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Entering Unmasked Estep 
Score: -2184496.500000 Penalty: 2335.423340
	Iteration 0F: 2 clusters Score -2184496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2175452.500000 Penalty: 4670.846680
	Iteration 0F: 3 clusters Score -2175452 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2178096.250000 Penalty: 4670.846680
	Iteration 1F: 3 clusters Score -2178096 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2178405.750000 Penalty: 4670.846680
	Iteration 2F: 3 clusters Score -2178406 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2178661.250000 Penalty: 4670.846680
	Iteration 3Q: 3 clusters Score -2178661 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2178882.500000 Penalty: 4670.846680
	Iteration 4Q: 3 clusters Score -2178882 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2179099.250000 Penalty: 4670.846680
	Iteration 5Q: 3 clusters Score -2179099 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2179352.250000 Penalty: 4670.846680
	Iteration 6Q: 3 clusters Score -2179352 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2179597.000000 Penalty: 4670.846680
	Iteration 7Q: 3 clusters Score -2179597 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2179866.000000 Penalty: 4670.846680
	Iteration 8Q: 3 clusters Score -2179866 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2180149.750000 Penalty: 4670.846680
	Iteration 9Q: 3 clusters Score -2180150 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2180400.250000 Penalty: 4670.846680
	Iteration 10Q: 3 clusters Score -2180400 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2180613.500000 Penalty: 4670.846680
	Iteration 11Q: 3 clusters Score -2180614 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2180794.000000 Penalty: 4670.846680
	Iteration 12Q: 3 clusters Score -2180794 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2180957.500000 Penalty: 4670.846680
	Iteration 13Q: 3 clusters Score -2180958 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2181105.250000 Penalty: 4670.846680
	Iteration 14Q: 3 clusters Score -2181105 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2181230.750000 Penalty: 4670.846680
	Iteration 15Q: 3 clusters Score -2181231 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2181328.500000 Penalty: 4670.846680
	Iteration 16Q: 3 clusters Score -2181328 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2181398.750000 Penalty: 4670.846680
	Iteration 17Q: 3 clusters Score -2181399 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2181463.250000 Penalty: 4670.846680
	Iteration 18Q: 3 clusters Score -2181463 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2181503.250000 Penalty: 4670.846680
	Iteration 19Q: 3 clusters Score -2181503 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2181535.250000 Penalty: 4670.846680
	Iteration 20F: 3 clusters Score -2181535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2181561.000000 Penalty: 4670.846680
	Iteration 21Q: 3 clusters Score -2181561 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2181579.250000 Penalty: 4670.846680
	Iteration 22Q: 3 clusters Score -2181579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2181597.250000 Penalty: 4670.846680
	Iteration 23Q: 3 clusters Score -2181597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2181606.500000 Penalty: 4670.846680
	Iteration 24Q: 3 clusters Score -2181606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2181613.500000 Penalty: 4670.846680
	Iteration 25Q: 3 clusters Score -2181614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2181626.000000 Penalty: 4670.846680
	Iteration 26Q: 3 clusters Score -2181626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2181626.500000 Penalty: 4670.846680
	Iteration 27Q: 3 clusters Score -2181626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2181633.750000 Penalty: 4670.846680
	Iteration 28Q: 3 clusters Score -2181634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2181639.000000 Penalty: 4670.846680
	Iteration 29Q: 3 clusters Score -2181639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2181644.500000 Penalty: 4670.846680
	Iteration 30Q: 3 clusters Score -2181644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2181645.250000 Penalty: 4670.846680
	Iteration 31Q: 3 clusters Score -2181645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2181642.500000 Penalty: 4670.846680
	Iteration 32Q: 3 clusters Score -2181642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2181645.250000 Penalty: 4670.846680
	Iteration 33Q: 3 clusters Score -2181645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2181648.250000 Penalty: 4670.846680
	Iteration 34Q: 3 clusters Score -2181648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2181651.750000 Penalty: 4670.846680
	Iteration 35Q: 3 clusters Score -2181652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2181654.250000 Penalty: 4670.846680
	Iteration 36Q: 3 clusters Score -2181654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2181653.500000 Penalty: 4670.846680
	Iteration 37Q: 3 clusters Score -2181654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2181652.500000 Penalty: 4670.846680
	Iteration 38Q: 3 clusters Score -2181652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2181652.250000 Penalty: 4670.846680
	Iteration 39Q: 3 clusters Score -2181652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2181656.500000 Penalty: 4670.846680
	Iteration 40F: 3 clusters Score -2181656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2181658.750000 Penalty: 4670.846680
	Iteration 41Q: 3 clusters Score -2181659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2181655.750000 Penalty: 4670.846680
	Iteration 42Q: 3 clusters Score -2181656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2181653.500000 Penalty: 4670.846680
	Iteration 43Q: 3 clusters Score -2181654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2181654.250000 Penalty: 4670.846680
	Iteration 44Q: 3 clusters Score -2181654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2181658.750000 Penalty: 4670.846680
	Iteration 45Q: 3 clusters Score -2181659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2181656.750000 Penalty: 4670.846680
	Iteration 46Q: 3 clusters Score -2181657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2181658.000000 Penalty: 4670.846680
	Iteration 47Q: 3 clusters Score -2181658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2181660.500000 Penalty: 4670.846680
	Iteration 48Q: 3 clusters Score -2181660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2181660.500000 Penalty: 4670.846680
	Iteration 49Q: 3 clusters Score -2181660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2181660.500000 Penalty: 4670.846680
	Iteration 50F: 3 clusters Score -2181660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Entering Unmasked Estep 
Score: -7321759.500000 Penalty: 2632.669678
	Iteration 0F: 2 clusters Score -7321760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -7294329.000000 Penalty: 5265.339355
	Iteration 0F: 3 clusters Score -7294329 nChanged 18722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7304689.500000 Penalty: 5265.339355
	Iteration 1F: 3 clusters Score -7304690 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -7305110.500000 Penalty: 5265.339355
	Iteration 2Q: 3 clusters Score -7305110 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -7305512.000000 Penalty: 5265.339355
	Iteration 3Q: 3 clusters Score -7305512 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -7305829.000000 Penalty: 5265.339355
	Iteration 4Q: 3 clusters Score -7305829 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -7306107.500000 Penalty: 5265.339355
	Iteration 5Q: 3 clusters Score -7306108 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -7306405.500000 Penalty: 5265.339355
	Iteration 6Q: 3 clusters Score -7306406 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -7306654.000000 Penalty: 5265.339355
	Iteration 7Q: 3 clusters Score -7306654 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7306902.000000 Penalty: 5265.339355
	Iteration 8Q: 3 clusters Score -7306902 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7307252.500000 Penalty: 5265.339355
	Iteration 9Q: 3 clusters Score -7307252 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -7307727.000000 Penalty: 5265.339355
	Iteration 10Q: 3 clusters Score -7307727 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -7308438.500000 Penalty: 5265.339355
	Iteration 11Q: 3 clusters Score -7308438 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -7309338.500000 Penalty: 5265.339355
	Iteration 12Q: 3 clusters Score -7309338 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -7310432.500000 Penalty: 5265.339355
	Iteration 13Q: 3 clusters Score -7310432 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -7311562.000000 Penalty: 5265.339355
	Iteration 14Q: 3 clusters Score -7311562 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -7312731.500000 Penalty: 5265.339355
	Iteration 15Q: 3 clusters Score -7312732 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -7313680.500000 Penalty: 5265.339355
	Iteration 16Q: 3 clusters Score -7313680 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -7314384.000000 Penalty: 5265.339355
	Iteration 17Q: 3 clusters Score -7314384 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -7314957.500000 Penalty: 5265.339355
	Iteration 18Q: 3 clusters Score -7314958 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -7315478.000000 Penalty: 5265.339355
	Iteration 19Q: 3 clusters Score -7315478 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -7315945.500000 Penalty: 5265.339355
	Iteration 20F: 3 clusters Score -7315946 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7316434.500000 Penalty: 5265.339355
	Iteration 21Q: 3 clusters Score -7316434 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7316878.500000 Penalty: 5265.339355
	Iteration 22Q: 3 clusters Score -7316878 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7317312.500000 Penalty: 5265.339355
	Iteration 23Q: 3 clusters Score -7317312 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7317737.000000 Penalty: 5265.339355
	Iteration 24Q: 3 clusters Score -7317737 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7318088.000000 Penalty: 5265.339355
	Iteration 25Q: 3 clusters Score -7318088 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7318437.500000 Penalty: 5265.339355
	Iteration 26Q: 3 clusters Score -7318438 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7318739.500000 Penalty: 5265.339355
	Iteration 27Q: 3 clusters Score -7318740 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7318938.000000 Penalty: 5265.339355
	Iteration 28Q: 3 clusters Score -7318938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7319069.000000 Penalty: 5265.339355
	Iteration 29Q: 3 clusters Score -7319069 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7319186.000000 Penalty: 5265.339355
	Iteration 30Q: 3 clusters Score -7319186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7319275.500000 Penalty: 5265.339355
	Iteration 31Q: 3 clusters Score -7319276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7319334.000000 Penalty: 5265.339355
	Iteration 32Q: 3 clusters Score -7319334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7319375.500000 Penalty: 5265.339355
	Iteration 33Q: 3 clusters Score -7319376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7319404.000000 Penalty: 5265.339355
	Iteration 34Q: 3 clusters Score -7319404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7319419.000000 Penalty: 5265.339355
	Iteration 35Q: 3 clusters Score -7319419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7319444.000000 Penalty: 5265.339355
	Iteration 36Q: 3 clusters Score -7319444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7319482.000000 Penalty: 5265.339355
	Iteration 37Q: 3 clusters Score -7319482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7319490.500000 Penalty: 5265.339355
	Iteration 38Q: 3 clusters Score -7319490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7319496.500000 Penalty: 5265.339355
	Iteration 39Q: 3 clusters Score -7319496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7319504.500000 Penalty: 5265.339355
	Iteration 40F: 3 clusters Score -7319504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7319507.500000 Penalty: 5265.339355
	Iteration 41Q: 3 clusters Score -7319508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7319511.500000 Penalty: 5265.339355
	Iteration 42Q: 3 clusters Score -7319512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7319513.000000 Penalty: 5265.339355
	Iteration 43Q: 3 clusters Score -7319513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7319518.500000 Penalty: 5265.339355
	Iteration 44Q: 3 clusters Score -7319518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7319518.000000 Penalty: 5265.339355
	Iteration 45Q: 3 clusters Score -7319518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7319518.000000 Penalty: 5265.339355
	Iteration 46F: 3 clusters Score -7319518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -358190.812500 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -358190.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -355479.281250 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -355479.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -356135.125000 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -356135.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -356449.500000 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -356449.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -356796.093750 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -356796.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -357124.968750 Penalty: 3816.644531
	Iteration 4F: 3 clusters Score -357125 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -357409.406250 Penalty: 3816.644531
	Iteration 5F: 3 clusters Score -357409.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -357672.812500 Penalty: 3816.644531
	Iteration 6F: 3 clusters Score -357672.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -357875.031250 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -357875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -357980.406250 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -357980.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -358068.000000 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -358068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -358134.656250 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -358134.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -358162.406250 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -358162.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -358181.062500 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -358181.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -358193.218750 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -358193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -358201.500000 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -358201.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -358207.062500 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -358207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -358209.468750 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -358209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -358209.968750 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -358210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -358209.968750 Penalty: 3816.644531
	Iteration 18F: 3 clusters Score -358210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 40766 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 42260 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22795 members 
Mstep: Class 13 contains 47674 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 37335 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48052 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 49021 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 16469 members 
Mstep: Class 22 contains 51904 members 
Mstep: Class 23 contains 39077 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 21103 members 
Mstep: Class 27 contains 40247 members 
Mstep: Class 28 contains 42892 members 
Mstep: Class 29 contains 58787 members 
Mstep: Class 30 contains 50638 members 
Mstep: Class 31 contains 23363 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 68793 members 
Mstep: Class 35 contains 45435 members 
Mstep: Class 36 contains 38454 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50555 members 
Mstep: Class 39 contains 1068 members 
Entering Unmasked Estep 
Score: -196410864.000000 Penalty: 134736.734375
Splitting cluster 3 changes total score from -196411952.000000 to -196410864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Entering Unmasked Estep 
Score: -2550598.250000 Penalty: 2374.354736
	Iteration 0F: 2 clusters Score -2550598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2540140.250000 Penalty: 4748.709473
	Iteration 0F: 3 clusters Score -2540140 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2543345.750000 Penalty: 4748.709473
	Iteration 1F: 3 clusters Score -2543346 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2543701.750000 Penalty: 4748.709473
	Iteration 2F: 3 clusters Score -2543702 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2543973.750000 Penalty: 4748.709473
	Iteration 3Q: 3 clusters Score -2543974 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2544181.000000 Penalty: 4748.709473
	Iteration 4Q: 3 clusters Score -2544181 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2544386.000000 Penalty: 4748.709473
	Iteration 5Q: 3 clusters Score -2544386 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2544603.500000 Penalty: 4748.709473
	Iteration 6Q: 3 clusters Score -2544604 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2544839.750000 Penalty: 4748.709473
	Iteration 7Q: 3 clusters Score -2544840 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2545154.750000 Penalty: 4748.709473
	Iteration 8Q: 3 clusters Score -2545155 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2545548.750000 Penalty: 4748.709473
	Iteration 9Q: 3 clusters Score -2545549 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2546048.000000 Penalty: 4748.709473
	Iteration 10F: 3 clusters Score -2546048 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2546561.000000 Penalty: 4748.709473
	Iteration 11F: 3 clusters Score -2546561 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2547148.000000 Penalty: 4748.709473
	Iteration 12F: 3 clusters Score -2547148 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2547693.500000 Penalty: 4748.709473
	Iteration 13Q: 3 clusters Score -2547694 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2548102.750000 Penalty: 4748.709473
	Iteration 14Q: 3 clusters Score -2548103 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2548411.000000 Penalty: 4748.709473
	Iteration 15Q: 3 clusters Score -2548411 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2548569.000000 Penalty: 4748.709473
	Iteration 16Q: 3 clusters Score -2548569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2548673.000000 Penalty: 4748.709473
	Iteration 17Q: 3 clusters Score -2548673 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2548741.000000 Penalty: 4748.709473
	Iteration 18Q: 3 clusters Score -2548741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2548799.250000 Penalty: 4748.709473
	Iteration 19Q: 3 clusters Score -2548799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2548828.500000 Penalty: 4748.709473
	Iteration 20F: 3 clusters Score -2548828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2548853.250000 Penalty: 4748.709473
	Iteration 21Q: 3 clusters Score -2548853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2548878.500000 Penalty: 4748.709473
	Iteration 22Q: 3 clusters Score -2548878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2548885.000000 Penalty: 4748.709473
	Iteration 23Q: 3 clusters Score -2548885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2548898.000000 Penalty: 4748.709473
	Iteration 24Q: 3 clusters Score -2548898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2548906.500000 Penalty: 4748.709473
	Iteration 25Q: 3 clusters Score -2548906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2548914.250000 Penalty: 4748.709473
	Iteration 26Q: 3 clusters Score -2548914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2548923.750000 Penalty: 4748.709473
	Iteration 27Q: 3 clusters Score -2548924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2548927.500000 Penalty: 4748.709473
	Iteration 28Q: 3 clusters Score -2548928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2548936.500000 Penalty: 4748.709473
	Iteration 29Q: 3 clusters Score -2548936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2548941.500000 Penalty: 4748.709473
	Iteration 30Q: 3 clusters Score -2548942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2548940.500000 Penalty: 4748.709473
	Iteration 31Q: 3 clusters Score -2548940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2548941.000000 Penalty: 4748.709473
	Iteration 32Q: 3 clusters Score -2548941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2548941.500000 Penalty: 4748.709473
	Iteration 33Q: 3 clusters Score -2548942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2548941.000000 Penalty: 4748.709473
	Iteration 34Q: 3 clusters Score -2548941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2548943.500000 Penalty: 4748.709473
	Iteration 35Q: 3 clusters Score -2548944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2548944.750000 Penalty: 4748.709473
	Iteration 36Q: 3 clusters Score -2548945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2548945.000000 Penalty: 4748.709473
	Iteration 37Q: 3 clusters Score -2548945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2548945.000000 Penalty: 4748.709473
	Iteration 38F: 3 clusters Score -2548945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Entering Unmasked Estep 
Score: -3071332.750000 Penalty: 2422.324951
	Iteration 0F: 2 clusters Score -3071333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3058931.000000 Penalty: 4844.649902
	Iteration 0F: 3 clusters Score -3058931 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3063005.250000 Penalty: 4844.649902
	Iteration 1F: 3 clusters Score -3063005 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3063460.750000 Penalty: 4844.649902
	Iteration 2F: 3 clusters Score -3063461 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3063903.500000 Penalty: 4844.649902
	Iteration 3F: 3 clusters Score -3063904 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3064384.250000 Penalty: 4844.649902
	Iteration 4F: 3 clusters Score -3064384 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3064844.750000 Penalty: 4844.649902
	Iteration 5Q: 3 clusters Score -3064845 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3065308.000000 Penalty: 4844.649902
	Iteration 6Q: 3 clusters Score -3065308 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3065760.750000 Penalty: 4844.649902
	Iteration 7Q: 3 clusters Score -3065761 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3066124.750000 Penalty: 4844.649902
	Iteration 8Q: 3 clusters Score -3066125 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3066466.250000 Penalty: 4844.649902
	Iteration 9Q: 3 clusters Score -3066466 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3066789.250000 Penalty: 4844.649902
	Iteration 10Q: 3 clusters Score -3066789 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3067061.250000 Penalty: 4844.649902
	Iteration 11Q: 3 clusters Score -3067061 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3067280.000000 Penalty: 4844.649902
	Iteration 12Q: 3 clusters Score -3067280 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3067456.500000 Penalty: 4844.649902
	Iteration 13Q: 3 clusters Score -3067456 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3067615.500000 Penalty: 4844.649902
	Iteration 14Q: 3 clusters Score -3067616 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3067784.500000 Penalty: 4844.649902
	Iteration 15Q: 3 clusters Score -3067784 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3067948.250000 Penalty: 4844.649902
	Iteration 16Q: 3 clusters Score -3067948 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3068058.750000 Penalty: 4844.649902
	Iteration 17Q: 3 clusters Score -3068059 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3068171.500000 Penalty: 4844.649902
	Iteration 18Q: 3 clusters Score -3068172 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3068233.750000 Penalty: 4844.649902
	Iteration 19Q: 3 clusters Score -3068234 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3068288.500000 Penalty: 4844.649902
	Iteration 20F: 3 clusters Score -3068288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3068331.750000 Penalty: 4844.649902
	Iteration 21Q: 3 clusters Score -3068332 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3068365.000000 Penalty: 4844.649902
	Iteration 22Q: 3 clusters Score -3068365 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3068401.250000 Penalty: 4844.649902
	Iteration 23Q: 3 clusters Score -3068401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3068434.500000 Penalty: 4844.649902
	Iteration 24Q: 3 clusters Score -3068434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3068485.750000 Penalty: 4844.649902
	Iteration 25Q: 3 clusters Score -3068486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3068502.250000 Penalty: 4844.649902
	Iteration 26Q: 3 clusters Score -3068502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3068532.250000 Penalty: 4844.649902
	Iteration 27Q: 3 clusters Score -3068532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3068569.250000 Penalty: 4844.649902
	Iteration 28Q: 3 clusters Score -3068569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3068604.500000 Penalty: 4844.649902
	Iteration 29Q: 3 clusters Score -3068604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3068630.750000 Penalty: 4844.649902
	Iteration 30Q: 3 clusters Score -3068631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3068645.000000 Penalty: 4844.649902
	Iteration 31Q: 3 clusters Score -3068645 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3068661.750000 Penalty: 4844.649902
	Iteration 32Q: 3 clusters Score -3068662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3068686.000000 Penalty: 4844.649902
	Iteration 33Q: 3 clusters Score -3068686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3068715.750000 Penalty: 4844.649902
	Iteration 34Q: 3 clusters Score -3068716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3068739.250000 Penalty: 4844.649902
	Iteration 35Q: 3 clusters Score -3068739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3068764.250000 Penalty: 4844.649902
	Iteration 36Q: 3 clusters Score -3068764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3068788.000000 Penalty: 4844.649902
	Iteration 37Q: 3 clusters Score -3068788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3068816.500000 Penalty: 4844.649902
	Iteration 38Q: 3 clusters Score -3068816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3068827.000000 Penalty: 4844.649902
	Iteration 39Q: 3 clusters Score -3068827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3068856.500000 Penalty: 4844.649902
	Iteration 40F: 3 clusters Score -3068856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3068871.000000 Penalty: 4844.649902
	Iteration 41Q: 3 clusters Score -3068871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3068881.250000 Penalty: 4844.649902
	Iteration 42Q: 3 clusters Score -3068881 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3068913.750000 Penalty: 4844.649902
	Iteration 43Q: 3 clusters Score -3068914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3068939.750000 Penalty: 4844.649902
	Iteration 44Q: 3 clusters Score -3068940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3068973.750000 Penalty: 4844.649902
	Iteration 45Q: 3 clusters Score -3068974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3069016.750000 Penalty: 4844.649902
	Iteration 46Q: 3 clusters Score -3069017 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3069052.500000 Penalty: 4844.649902
	Iteration 47Q: 3 clusters Score -3069052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3069104.000000 Penalty: 4844.649902
	Iteration 48Q: 3 clusters Score -3069104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3069160.500000 Penalty: 4844.649902
	Iteration 49Q: 3 clusters Score -3069160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3069199.750000 Penalty: 4844.649902
	Iteration 50Q: 3 clusters Score -3069200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3069248.500000 Penalty: 4844.649902
	Iteration 51Q: 3 clusters Score -3069248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3069297.500000 Penalty: 4844.649902
	Iteration 52Q: 3 clusters Score -3069298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3069364.750000 Penalty: 4844.649902
	Iteration 53Q: 3 clusters Score -3069365 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3069411.250000 Penalty: 4844.649902
	Iteration 54Q: 3 clusters Score -3069411 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3069461.000000 Penalty: 4844.649902
	Iteration 55Q: 3 clusters Score -3069461 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3069502.750000 Penalty: 4844.649902
	Iteration 56Q: 3 clusters Score -3069503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3069567.750000 Penalty: 4844.649902
	Iteration 57Q: 3 clusters Score -3069568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3069616.250000 Penalty: 4844.649902
	Iteration 58Q: 3 clusters Score -3069616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3069672.000000 Penalty: 4844.649902
	Iteration 59Q: 3 clusters Score -3069672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3069719.250000 Penalty: 4844.649902
	Iteration 60F: 3 clusters Score -3069719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3069746.500000 Penalty: 4844.649902
	Iteration 61Q: 3 clusters Score -3069746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3069763.000000 Penalty: 4844.649902
	Iteration 62Q: 3 clusters Score -3069763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3069775.500000 Penalty: 4844.649902
	Iteration 63Q: 3 clusters Score -3069776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3069800.000000 Penalty: 4844.649902
	Iteration 64Q: 3 clusters Score -3069800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3069816.000000 Penalty: 4844.649902
	Iteration 65Q: 3 clusters Score -3069816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3069827.500000 Penalty: 4844.649902
	Iteration 66Q: 3 clusters Score -3069828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3069840.250000 Penalty: 4844.649902
	Iteration 67Q: 3 clusters Score -3069840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3069849.750000 Penalty: 4844.649902
	Iteration 68Q: 3 clusters Score -3069850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3069861.750000 Penalty: 4844.649902
	Iteration 69Q: 3 clusters Score -3069862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3069869.500000 Penalty: 4844.649902
	Iteration 70Q: 3 clusters Score -3069870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3069872.000000 Penalty: 4844.649902
	Iteration 71Q: 3 clusters Score -3069872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3069880.000000 Penalty: 4844.649902
	Iteration 72Q: 3 clusters Score -3069880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3069888.250000 Penalty: 4844.649902
	Iteration 73Q: 3 clusters Score -3069888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3069897.000000 Penalty: 4844.649902
	Iteration 74Q: 3 clusters Score -3069897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3069904.500000 Penalty: 4844.649902
	Iteration 75Q: 3 clusters Score -3069904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3069920.750000 Penalty: 4844.649902
	Iteration 76Q: 3 clusters Score -3069921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3069929.750000 Penalty: 4844.649902
	Iteration 77Q: 3 clusters Score -3069930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3069935.000000 Penalty: 4844.649902
	Iteration 78Q: 3 clusters Score -3069935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3069941.750000 Penalty: 4844.649902
	Iteration 79Q: 3 clusters Score -3069942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3069941.500000 Penalty: 4844.649902
	Iteration 80F: 3 clusters Score -3069942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3069941.250000 Penalty: 4844.649902
	Iteration 81Q: 3 clusters Score -3069941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3069941.250000 Penalty: 4844.649902
	Iteration 82F: 3 clusters Score -3069941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -142157.343750 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -142157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140293.859375 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -140293.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141340.390625 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -141340.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -141765.312500 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -141765.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142060.937500 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -142060.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142227.578125 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -142227.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142335.375000 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -142335.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -142411.328125 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -142411.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -142453.828125 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -142453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -142475.531250 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -142475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142500.515625 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -142500.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142534.843750 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -142534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142566.078125 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -142566.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142595.125000 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -142595.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -142639.968750 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -142640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142668.265625 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -142668.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -142686.312500 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -142686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142701.640625 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -142701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -142728.625000 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -142728.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -142750.687500 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -142750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142761.453125 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -142761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142774.984375 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -142775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142785.796875 Penalty: 3503.696289
	Iteration 21Q: 3 clusters Score -142785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142794.890625 Penalty: 3503.696289
	Iteration 22Q: 3 clusters Score -142794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -142807.343750 Penalty: 3503.696289
	Iteration 23Q: 3 clusters Score -142807.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -142817.718750 Penalty: 3503.696289
	Iteration 24Q: 3 clusters Score -142817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142828.453125 Penalty: 3503.696289
	Iteration 25Q: 3 clusters Score -142828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142842.593750 Penalty: 3503.696289
	Iteration 26Q: 3 clusters Score -142842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142859.359375 Penalty: 3503.696289
	Iteration 27Q: 3 clusters Score -142859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142889.765625 Penalty: 3503.696289
	Iteration 28Q: 3 clusters Score -142889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -142912.171875 Penalty: 3503.696289
	Iteration 29Q: 3 clusters Score -142912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -142929.312500 Penalty: 3503.696289
	Iteration 30Q: 3 clusters Score -142929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142943.484375 Penalty: 3503.696289
	Iteration 31Q: 3 clusters Score -142943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142955.781250 Penalty: 3503.696289
	Iteration 32Q: 3 clusters Score -142955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -142965.125000 Penalty: 3503.696289
	Iteration 33Q: 3 clusters Score -142965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142972.593750 Penalty: 3503.696289
	Iteration 34Q: 3 clusters Score -142972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142990.468750 Penalty: 3503.696289
	Iteration 35Q: 3 clusters Score -142990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143001.203125 Penalty: 3503.696289
	Iteration 36Q: 3 clusters Score -143001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143009.781250 Penalty: 3503.696289
	Iteration 37Q: 3 clusters Score -143009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143013.171875 Penalty: 3503.696289
	Iteration 38Q: 3 clusters Score -143013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143041.203125 Penalty: 3503.696289
	Iteration 39F: 3 clusters Score -143041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143088.718750 Penalty: 3503.696289
	Iteration 40F: 3 clusters Score -143088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143096.250000 Penalty: 3503.696289
	Iteration 41Q: 3 clusters Score -143096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143101.156250 Penalty: 3503.696289
	Iteration 42Q: 3 clusters Score -143101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143106.218750 Penalty: 3503.696289
	Iteration 43Q: 3 clusters Score -143106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143106.218750 Penalty: 3503.696289
	Iteration 44F: 3 clusters Score -143106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 40766 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 42260 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22795 members 
Mstep: Class 13 contains 47674 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 37335 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48052 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 49021 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 16469 members 
Mstep: Class 22 contains 51904 members 
Mstep: Class 23 contains 39077 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 21103 members 
Mstep: Class 27 contains 40247 members 
Mstep: Class 28 contains 42892 members 
Mstep: Class 29 contains 58787 members 
Mstep: Class 30 contains 50638 members 
Mstep: Class 31 contains 23363 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 68793 members 
Mstep: Class 35 contains 45435 members 
Mstep: Class 36 contains 38454 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50555 members 
Mstep: Class 39 contains 603 members 
Entering Unmasked Estep 
Score: -196411152.000000 Penalty: 134736.734375
Splitting cluster 6 changes total score from -196411952.000000 to -196411152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -215701.062500 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -215701.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -213548.312500 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -213548.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -214666.031250 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -214666 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -215649.312500 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -215649.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -216319.734375 Penalty: 3619.020996
	Iteration 3F: 3 clusters Score -216319.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216615.375000 Penalty: 3619.020996
	Iteration 4F: 3 clusters Score -216615.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216759.265625 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -216759.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -216834.203125 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -216834.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -216980.968750 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -216981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -217073.421875 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -217073.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217109.875000 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -217109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217117.765625 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -217117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -217126.562500 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -217126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217129.468750 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -217129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -217133.046875 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -217133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217133.343750 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -217133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217133.343750 Penalty: 3619.020996
	Iteration 15F: 3 clusters Score -217133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 40766 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 42260 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22795 members 
Mstep: Class 13 contains 47674 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 37335 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48052 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 49021 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 16469 members 
Mstep: Class 22 contains 51904 members 
Mstep: Class 23 contains 39077 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 21103 members 
Mstep: Class 27 contains 40247 members 
Mstep: Class 28 contains 42892 members 
Mstep: Class 29 contains 58787 members 
Mstep: Class 30 contains 50638 members 
Mstep: Class 31 contains 23363 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 68793 members 
Mstep: Class 35 contains 45435 members 
Mstep: Class 36 contains 38454 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50555 members 
Mstep: Class 39 contains 935 members 
Entering Unmasked Estep 
Score: -196412016.000000 Penalty: 134736.734375
Splitting cluster 7 changes total score from -196411952.000000 to -196412016.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (42260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Entering Unmasked Estep 
Score: -7581610.500000 Penalty: 2641.595703
	Iteration 0F: 2 clusters Score -7581610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -7553768.000000 Penalty: 5283.191406
	Iteration 0F: 3 clusters Score -7553768 nChanged 19303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -7564065.500000 Penalty: 5283.191406
	Iteration 1F: 3 clusters Score -7564066 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -7564530.500000 Penalty: 5283.191406
	Iteration 2Q: 3 clusters Score -7564530 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7564912.500000 Penalty: 5283.191406
	Iteration 3Q: 3 clusters Score -7564912 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -7565350.500000 Penalty: 5283.191406
	Iteration 4Q: 3 clusters Score -7565350 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -7565827.000000 Penalty: 5283.191406
	Iteration 5Q: 3 clusters Score -7565827 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -7566480.000000 Penalty: 5283.191406
	Iteration 6Q: 3 clusters Score -7566480 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -7567189.000000 Penalty: 5283.191406
	Iteration 7Q: 3 clusters Score -7567189 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -7568238.500000 Penalty: 5283.191406
	Iteration 8F: 3 clusters Score -7568238 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -7569695.000000 Penalty: 5283.191406
	Iteration 9F: 3 clusters Score -7569695 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -7571674.500000 Penalty: 5283.191406
	Iteration 10F: 3 clusters Score -7571674 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -7573792.500000 Penalty: 5283.191406
	Iteration 11F: 3 clusters Score -7573792 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -7575813.500000 Penalty: 5283.191406
	Iteration 12F: 3 clusters Score -7575814 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -7577422.500000 Penalty: 5283.191406
	Iteration 13Q: 3 clusters Score -7577422 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7578437.000000 Penalty: 5283.191406
	Iteration 14Q: 3 clusters Score -7578437 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7578985.000000 Penalty: 5283.191406
	Iteration 15Q: 3 clusters Score -7578985 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7579283.000000 Penalty: 5283.191406
	Iteration 16Q: 3 clusters Score -7579283 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -7579464.500000 Penalty: 5283.191406
	Iteration 17Q: 3 clusters Score -7579464 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7579568.500000 Penalty: 5283.191406
	Iteration 18Q: 3 clusters Score -7579568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -7579605.000000 Penalty: 5283.191406
	Iteration 19Q: 3 clusters Score -7579605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7579625.000000 Penalty: 5283.191406
	Iteration 20F: 3 clusters Score -7579625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7579654.500000 Penalty: 5283.191406
	Iteration 21Q: 3 clusters Score -7579654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7579667.000000 Penalty: 5283.191406
	Iteration 22Q: 3 clusters Score -7579667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7579672.500000 Penalty: 5283.191406
	Iteration 23Q: 3 clusters Score -7579672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7579666.000000 Penalty: 5283.191406
	Iteration 24Q: 3 clusters Score -7579666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -7579671.500000 Penalty: 5283.191406
	Iteration 25Q: 3 clusters Score -7579672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7579661.500000 Penalty: 5283.191406
	Iteration 26Q: 3 clusters Score -7579662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -7579670.500000 Penalty: 5283.191406
	Iteration 27Q: 3 clusters Score -7579670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -7579675.000000 Penalty: 5283.191406
	Iteration 28Q: 3 clusters Score -7579675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -7579679.500000 Penalty: 5283.191406
	Iteration 29Q: 3 clusters Score -7579680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -7579681.000000 Penalty: 5283.191406
	Iteration 30Q: 3 clusters Score -7579681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7579681.000000 Penalty: 5283.191406
	Iteration 31Q: 3 clusters Score -7579681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7579681.000000 Penalty: 5283.191406
	Iteration 32Q: 3 clusters Score -7579681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7579679.000000 Penalty: 5283.191406
	Iteration 33Q: 3 clusters Score -7579679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -7579682.000000 Penalty: 5283.191406
	Iteration 34Q: 3 clusters Score -7579682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7579676.500000 Penalty: 5283.191406
	Iteration 35Q: 3 clusters Score -7579676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7579670.000000 Penalty: 5283.191406
	Iteration 36Q: 3 clusters Score -7579670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -7579673.000000 Penalty: 5283.191406
	Iteration 37Q: 3 clusters Score -7579673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -7579676.000000 Penalty: 5283.191406
	Iteration 38Q: 3 clusters Score -7579676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -7579680.500000 Penalty: 5283.191406
	Iteration 39Q: 3 clusters Score -7579680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -7579680.500000 Penalty: 5283.191406
	Iteration 40F: 3 clusters Score -7579680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -1544747.750000 Penalty: 2252.208008
	Iteration 0F: 2 clusters Score -1544748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1537953.875000 Penalty: 4504.416016
	Iteration 0F: 3 clusters Score -1537954 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1539948.750000 Penalty: 4504.416016
	Iteration 1F: 3 clusters Score -1539949 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1540460.875000 Penalty: 4504.416016
	Iteration 2F: 3 clusters Score -1540461 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1541119.000000 Penalty: 4504.416016
	Iteration 3F: 3 clusters Score -1541119 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1541815.000000 Penalty: 4504.416016
	Iteration 4F: 3 clusters Score -1541815 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1542309.875000 Penalty: 4504.416016
	Iteration 5F: 3 clusters Score -1542310 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1542664.375000 Penalty: 4504.416016
	Iteration 6F: 3 clusters Score -1542664 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1542956.875000 Penalty: 4504.416016
	Iteration 7Q: 3 clusters Score -1542957 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1543216.625000 Penalty: 4504.416016
	Iteration 8Q: 3 clusters Score -1543217 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1543381.875000 Penalty: 4504.416016
	Iteration 9Q: 3 clusters Score -1543382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1543498.125000 Penalty: 4504.416016
	Iteration 10Q: 3 clusters Score -1543498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1543567.750000 Penalty: 4504.416016
	Iteration 11Q: 3 clusters Score -1543568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1543599.750000 Penalty: 4504.416016
	Iteration 12Q: 3 clusters Score -1543600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1543623.625000 Penalty: 4504.416016
	Iteration 13Q: 3 clusters Score -1543624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1543633.250000 Penalty: 4504.416016
	Iteration 14Q: 3 clusters Score -1543633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1543647.875000 Penalty: 4504.416016
	Iteration 15Q: 3 clusters Score -1543648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1543660.125000 Penalty: 4504.416016
	Iteration 16Q: 3 clusters Score -1543660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1543668.500000 Penalty: 4504.416016
	Iteration 17Q: 3 clusters Score -1543668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1543671.250000 Penalty: 4504.416016
	Iteration 18Q: 3 clusters Score -1543671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1543671.500000 Penalty: 4504.416016
	Iteration 19Q: 3 clusters Score -1543672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1543674.250000 Penalty: 4504.416016
	Iteration 20F: 3 clusters Score -1543674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1543679.625000 Penalty: 4504.416016
	Iteration 21Q: 3 clusters Score -1543680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1543678.375000 Penalty: 4504.416016
	Iteration 22Q: 3 clusters Score -1543678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1543685.875000 Penalty: 4504.416016
	Iteration 23Q: 3 clusters Score -1543686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1543690.500000 Penalty: 4504.416016
	Iteration 24Q: 3 clusters Score -1543690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1543689.750000 Penalty: 4504.416016
	Iteration 25Q: 3 clusters Score -1543690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1543695.875000 Penalty: 4504.416016
	Iteration 26Q: 3 clusters Score -1543696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1543694.375000 Penalty: 4504.416016
	Iteration 27Q: 3 clusters Score -1543694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1543697.625000 Penalty: 4504.416016
	Iteration 28Q: 3 clusters Score -1543698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1543695.500000 Penalty: 4504.416016
	Iteration 29Q: 3 clusters Score -1543696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1543695.875000 Penalty: 4504.416016
	Iteration 30Q: 3 clusters Score -1543696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1543696.500000 Penalty: 4504.416016
	Iteration 31Q: 3 clusters Score -1543696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1543694.750000 Penalty: 4504.416016
	Iteration 32Q: 3 clusters Score -1543695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1543694.750000 Penalty: 4504.416016
	Iteration 33F: 3 clusters Score -1543695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Entering Unmasked Estep 
Score: -8842779.000000 Penalty: 2682.271240
	Iteration 0F: 2 clusters Score -8842779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -8811666.000000 Penalty: 5364.542480
	Iteration 0F: 3 clusters Score -8811666 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -8824150.000000 Penalty: 5364.542480
	Iteration 1F: 3 clusters Score -8824150 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -8824659.000000 Penalty: 5364.542480
	Iteration 2Q: 3 clusters Score -8824659 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8825134.000000 Penalty: 5364.542480
	Iteration 3Q: 3 clusters Score -8825134 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -8825621.000000 Penalty: 5364.542480
	Iteration 4Q: 3 clusters Score -8825621 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -8826322.000000 Penalty: 5364.542480
	Iteration 5Q: 3 clusters Score -8826322 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -8827257.000000 Penalty: 5364.542480
	Iteration 6Q: 3 clusters Score -8827257 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -8828770.000000 Penalty: 5364.542480
	Iteration 7F: 3 clusters Score -8828770 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8831185.000000 Penalty: 5364.542480
	Iteration 8F: 3 clusters Score -8831185 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -8834342.000000 Penalty: 5364.542480
	Iteration 9F: 3 clusters Score -8834342 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -8837393.000000 Penalty: 5364.542480
	Iteration 10F: 3 clusters Score -8837393 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8839264.000000 Penalty: 5364.542480
	Iteration 11F: 3 clusters Score -8839264 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8840324.000000 Penalty: 5364.542480
	Iteration 12Q: 3 clusters Score -8840324 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8840945.000000 Penalty: 5364.542480
	Iteration 13Q: 3 clusters Score -8840945 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8841377.000000 Penalty: 5364.542480
	Iteration 14Q: 3 clusters Score -8841377 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8841670.000000 Penalty: 5364.542480
	Iteration 15Q: 3 clusters Score -8841670 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8841903.000000 Penalty: 5364.542480
	Iteration 16Q: 3 clusters Score -8841903 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8842010.000000 Penalty: 5364.542480
	Iteration 17Q: 3 clusters Score -8842010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8842038.000000 Penalty: 5364.542480
	Iteration 18Q: 3 clusters Score -8842038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8842074.000000 Penalty: 5364.542480
	Iteration 19Q: 3 clusters Score -8842074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8842131.000000 Penalty: 5364.542480
	Iteration 20F: 3 clusters Score -8842131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8842153.000000 Penalty: 5364.542480
	Iteration 21Q: 3 clusters Score -8842153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8842161.000000 Penalty: 5364.542480
	Iteration 22Q: 3 clusters Score -8842161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8842160.000000 Penalty: 5364.542480
	Iteration 23Q: 3 clusters Score -8842160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8842173.000000 Penalty: 5364.542480
	Iteration 24Q: 3 clusters Score -8842173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8842186.000000 Penalty: 5364.542480
	Iteration 25Q: 3 clusters Score -8842186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8842188.000000 Penalty: 5364.542480
	Iteration 26Q: 3 clusters Score -8842188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8842189.000000 Penalty: 5364.542480
	Iteration 27Q: 3 clusters Score -8842189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8842195.000000 Penalty: 5364.542480
	Iteration 28Q: 3 clusters Score -8842195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8842196.000000 Penalty: 5364.542480
	Iteration 29Q: 3 clusters Score -8842196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8842200.000000 Penalty: 5364.542480
	Iteration 30Q: 3 clusters Score -8842200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8842200.000000 Penalty: 5364.542480
	Iteration 31Q: 3 clusters Score -8842200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8842214.000000 Penalty: 5364.542480
	Iteration 32Q: 3 clusters Score -8842214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8842216.000000 Penalty: 5364.542480
	Iteration 33Q: 3 clusters Score -8842216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8842218.000000 Penalty: 5364.542480
	Iteration 34Q: 3 clusters Score -8842218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8842222.000000 Penalty: 5364.542480
	Iteration 35Q: 3 clusters Score -8842222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8842227.000000 Penalty: 5364.542480
	Iteration 36Q: 3 clusters Score -8842227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8842231.000000 Penalty: 5364.542480
	Iteration 37Q: 3 clusters Score -8842231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8842231.000000 Penalty: 5364.542480
	Iteration 38F: 3 clusters Score -8842231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Entering Unmasked Estep 
Score: -1860806.625000 Penalty: 2297.019043
	Iteration 0F: 2 clusters Score -1860807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1852773.500000 Penalty: 4594.038086
	Iteration 0F: 3 clusters Score -1852774 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1855068.500000 Penalty: 4594.038086
	Iteration 1F: 3 clusters Score -1855068 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1855461.125000 Penalty: 4594.038086
	Iteration 2F: 3 clusters Score -1855461 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1855757.375000 Penalty: 4594.038086
	Iteration 3F: 3 clusters Score -1855757 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1856049.250000 Penalty: 4594.038086
	Iteration 4Q: 3 clusters Score -1856049 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1856378.875000 Penalty: 4594.038086
	Iteration 5F: 3 clusters Score -1856379 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1856779.250000 Penalty: 4594.038086
	Iteration 6F: 3 clusters Score -1856779 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1857218.000000 Penalty: 4594.038086
	Iteration 7F: 3 clusters Score -1857218 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1857650.375000 Penalty: 4594.038086
	Iteration 8F: 3 clusters Score -1857650 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1858081.125000 Penalty: 4594.038086
	Iteration 9Q: 3 clusters Score -1858081 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1858441.000000 Penalty: 4594.038086
	Iteration 10Q: 3 clusters Score -1858441 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1858710.125000 Penalty: 4594.038086
	Iteration 11Q: 3 clusters Score -1858710 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1858874.125000 Penalty: 4594.038086
	Iteration 12Q: 3 clusters Score -1858874 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1858993.750000 Penalty: 4594.038086
	Iteration 13Q: 3 clusters Score -1858994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1859047.250000 Penalty: 4594.038086
	Iteration 14Q: 3 clusters Score -1859047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1859079.625000 Penalty: 4594.038086
	Iteration 15Q: 3 clusters Score -1859080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1859105.250000 Penalty: 4594.038086
	Iteration 16Q: 3 clusters Score -1859105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1859128.500000 Penalty: 4594.038086
	Iteration 17Q: 3 clusters Score -1859128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1859154.375000 Penalty: 4594.038086
	Iteration 18Q: 3 clusters Score -1859154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1859170.125000 Penalty: 4594.038086
	Iteration 19Q: 3 clusters Score -1859170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1859177.500000 Penalty: 4594.038086
	Iteration 20F: 3 clusters Score -1859178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1859180.750000 Penalty: 4594.038086
	Iteration 21Q: 3 clusters Score -1859181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1859180.750000 Penalty: 4594.038086
	Iteration 22Q: 3 clusters Score -1859181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1859187.125000 Penalty: 4594.038086
	Iteration 23Q: 3 clusters Score -1859187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1859187.000000 Penalty: 4594.038086
	Iteration 24Q: 3 clusters Score -1859187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1859187.250000 Penalty: 4594.038086
	Iteration 25Q: 3 clusters Score -1859187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1859187.125000 Penalty: 4594.038086
	Iteration 26Q: 3 clusters Score -1859187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1859189.000000 Penalty: 4594.038086
	Iteration 27Q: 3 clusters Score -1859189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1859188.375000 Penalty: 4594.038086
	Iteration 28Q: 3 clusters Score -1859188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1859189.875000 Penalty: 4594.038086
	Iteration 29Q: 3 clusters Score -1859190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1859192.750000 Penalty: 4594.038086
	Iteration 30Q: 3 clusters Score -1859193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1859192.625000 Penalty: 4594.038086
	Iteration 31Q: 3 clusters Score -1859193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1859196.125000 Penalty: 4594.038086
	Iteration 32Q: 3 clusters Score -1859196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1859197.875000 Penalty: 4594.038086
	Iteration 33Q: 3 clusters Score -1859198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1859198.750000 Penalty: 4594.038086
	Iteration 34Q: 3 clusters Score -1859199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1859200.875000 Penalty: 4594.038086
	Iteration 35Q: 3 clusters Score -1859201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1859199.250000 Penalty: 4594.038086
	Iteration 36Q: 3 clusters Score -1859199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1859201.625000 Penalty: 4594.038086
	Iteration 37Q: 3 clusters Score -1859202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1859203.625000 Penalty: 4594.038086
	Iteration 38Q: 3 clusters Score -1859204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1859203.500000 Penalty: 4594.038086
	Iteration 39Q: 3 clusters Score -1859204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1859203.500000 Penalty: 4594.038086
	Iteration 40F: 3 clusters Score -1859204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Entering Unmasked Estep 
Score: -4083883.250000 Penalty: 2488.505371
	Iteration 0F: 2 clusters Score -4083883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4068042.250000 Penalty: 4977.010742
	Iteration 0F: 3 clusters Score -4068042 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4073444.250000 Penalty: 4977.010742
	Iteration 1F: 3 clusters Score -4073444 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4073766.000000 Penalty: 4977.010742
	Iteration 2Q: 3 clusters Score -4073766 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4074076.000000 Penalty: 4977.010742
	Iteration 3Q: 3 clusters Score -4074076 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4074366.250000 Penalty: 4977.010742
	Iteration 4Q: 3 clusters Score -4074366 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4074713.750000 Penalty: 4977.010742
	Iteration 5Q: 3 clusters Score -4074714 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4075140.250000 Penalty: 4977.010742
	Iteration 6Q: 3 clusters Score -4075140 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4075731.250000 Penalty: 4977.010742
	Iteration 7Q: 3 clusters Score -4075731 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4076564.250000 Penalty: 4977.010742
	Iteration 8F: 3 clusters Score -4076564 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4077725.500000 Penalty: 4977.010742
	Iteration 9F: 3 clusters Score -4077726 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4078975.250000 Penalty: 4977.010742
	Iteration 10F: 3 clusters Score -4078975 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4080023.500000 Penalty: 4977.010742
	Iteration 11F: 3 clusters Score -4080024 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4080754.500000 Penalty: 4977.010742
	Iteration 12Q: 3 clusters Score -4080754 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4081182.250000 Penalty: 4977.010742
	Iteration 13Q: 3 clusters Score -4081182 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4081426.250000 Penalty: 4977.010742
	Iteration 14Q: 3 clusters Score -4081426 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4081564.750000 Penalty: 4977.010742
	Iteration 15Q: 3 clusters Score -4081565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4081658.500000 Penalty: 4977.010742
	Iteration 16Q: 3 clusters Score -4081658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4081735.750000 Penalty: 4977.010742
	Iteration 17Q: 3 clusters Score -4081736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4081769.000000 Penalty: 4977.010742
	Iteration 18Q: 3 clusters Score -4081769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4081794.750000 Penalty: 4977.010742
	Iteration 19Q: 3 clusters Score -4081795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4081806.750000 Penalty: 4977.010742
	Iteration 20F: 3 clusters Score -4081807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4081820.250000 Penalty: 4977.010742
	Iteration 21Q: 3 clusters Score -4081820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4081831.250000 Penalty: 4977.010742
	Iteration 22Q: 3 clusters Score -4081831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4081842.750000 Penalty: 4977.010742
	Iteration 23Q: 3 clusters Score -4081843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4081851.750000 Penalty: 4977.010742
	Iteration 24Q: 3 clusters Score -4081852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4081853.500000 Penalty: 4977.010742
	Iteration 25Q: 3 clusters Score -4081854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4081858.750000 Penalty: 4977.010742
	Iteration 26Q: 3 clusters Score -4081859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4081861.750000 Penalty: 4977.010742
	Iteration 27Q: 3 clusters Score -4081862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4081862.250000 Penalty: 4977.010742
	Iteration 28Q: 3 clusters Score -4081862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4081868.250000 Penalty: 4977.010742
	Iteration 29Q: 3 clusters Score -4081868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4081877.500000 Penalty: 4977.010742
	Iteration 30Q: 3 clusters Score -4081878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4081882.500000 Penalty: 4977.010742
	Iteration 31Q: 3 clusters Score -4081882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4081890.000000 Penalty: 4977.010742
	Iteration 32Q: 3 clusters Score -4081890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4081892.250000 Penalty: 4977.010742
	Iteration 33Q: 3 clusters Score -4081892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4081887.500000 Penalty: 4977.010742
	Iteration 34Q: 3 clusters Score -4081888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4081890.000000 Penalty: 4977.010742
	Iteration 35Q: 3 clusters Score -4081890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4081898.750000 Penalty: 4977.010742
	Iteration 36Q: 3 clusters Score -4081899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4081908.250000 Penalty: 4977.010742
	Iteration 37Q: 3 clusters Score -4081908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4081914.750000 Penalty: 4977.010742
	Iteration 38Q: 3 clusters Score -4081915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4081916.250000 Penalty: 4977.010742
	Iteration 39Q: 3 clusters Score -4081916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4081922.500000 Penalty: 4977.010742
	Iteration 40F: 3 clusters Score -4081922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4081916.750000 Penalty: 4977.010742
	Iteration 41Q: 3 clusters Score -4081917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4081920.500000 Penalty: 4977.010742
	Iteration 42Q: 3 clusters Score -4081920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4081920.000000 Penalty: 4977.010742
	Iteration 43Q: 3 clusters Score -4081920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4081916.500000 Penalty: 4977.010742
	Iteration 44Q: 3 clusters Score -4081916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4081916.500000 Penalty: 4977.010742
	Iteration 45F: 3 clusters Score -4081916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Entering Unmasked Estep 
Score: -8485400.000000 Penalty: 2671.490967
	Iteration 0F: 2 clusters Score -8485400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8455142.000000 Penalty: 5342.981934
	Iteration 0F: 3 clusters Score -8455142 nChanged 21912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -8467202.000000 Penalty: 5342.981934
	Iteration 1F: 3 clusters Score -8467202 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8467918.000000 Penalty: 5342.981934
	Iteration 2Q: 3 clusters Score -8467918 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8468678.000000 Penalty: 5342.981934
	Iteration 3Q: 3 clusters Score -8468678 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -8469722.000000 Penalty: 5342.981934
	Iteration 4Q: 3 clusters Score -8469722 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -8471167.000000 Penalty: 5342.981934
	Iteration 5F: 3 clusters Score -8471167 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -8472918.000000 Penalty: 5342.981934
	Iteration 6F: 3 clusters Score -8472918 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -8474799.000000 Penalty: 5342.981934
	Iteration 7F: 3 clusters Score -8474799 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -8476750.000000 Penalty: 5342.981934
	Iteration 8F: 3 clusters Score -8476750 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -8478422.000000 Penalty: 5342.981934
	Iteration 9F: 3 clusters Score -8478422 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8479861.000000 Penalty: 5342.981934
	Iteration 10Q: 3 clusters Score -8479861 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -8481047.000000 Penalty: 5342.981934
	Iteration 11Q: 3 clusters Score -8481047 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -8482019.000000 Penalty: 5342.981934
	Iteration 12Q: 3 clusters Score -8482019 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -8482748.000000 Penalty: 5342.981934
	Iteration 13Q: 3 clusters Score -8482748 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8483222.000000 Penalty: 5342.981934
	Iteration 14Q: 3 clusters Score -8483222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -8483492.000000 Penalty: 5342.981934
	Iteration 15Q: 3 clusters Score -8483492 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -8483661.000000 Penalty: 5342.981934
	Iteration 16Q: 3 clusters Score -8483661 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8483755.000000 Penalty: 5342.981934
	Iteration 17Q: 3 clusters Score -8483755 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8483799.000000 Penalty: 5342.981934
	Iteration 18Q: 3 clusters Score -8483799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -8483814.000000 Penalty: 5342.981934
	Iteration 19Q: 3 clusters Score -8483814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8483835.000000 Penalty: 5342.981934
	Iteration 20F: 3 clusters Score -8483835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8483845.000000 Penalty: 5342.981934
	Iteration 21Q: 3 clusters Score -8483845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8483840.000000 Penalty: 5342.981934
	Iteration 22Q: 3 clusters Score -8483840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8483830.000000 Penalty: 5342.981934
	Iteration 23Q: 3 clusters Score -8483830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8483845.000000 Penalty: 5342.981934
	Iteration 24Q: 3 clusters Score -8483845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8483835.000000 Penalty: 5342.981934
	Iteration 25Q: 3 clusters Score -8483835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8483828.000000 Penalty: 5342.981934
	Iteration 26Q: 3 clusters Score -8483828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8483826.000000 Penalty: 5342.981934
	Iteration 27Q: 3 clusters Score -8483826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8483830.000000 Penalty: 5342.981934
	Iteration 28Q: 3 clusters Score -8483830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8483824.000000 Penalty: 5342.981934
	Iteration 29Q: 3 clusters Score -8483824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8483817.000000 Penalty: 5342.981934
	Iteration 30Q: 3 clusters Score -8483817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8483814.000000 Penalty: 5342.981934
	Iteration 31Q: 3 clusters Score -8483814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8483818.000000 Penalty: 5342.981934
	Iteration 32Q: 3 clusters Score -8483818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8483825.000000 Penalty: 5342.981934
	Iteration 33Q: 3 clusters Score -8483825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8483827.000000 Penalty: 5342.981934
	Iteration 34Q: 3 clusters Score -8483827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8483828.000000 Penalty: 5342.981934
	Iteration 35Q: 3 clusters Score -8483828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8483824.000000 Penalty: 5342.981934
	Iteration 36Q: 3 clusters Score -8483824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8483820.000000 Penalty: 5342.981934
	Iteration 37Q: 3 clusters Score -8483820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8483820.000000 Penalty: 5342.981934
	Iteration 38Q: 3 clusters Score -8483820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8483822.000000 Penalty: 5342.981934
	Iteration 39Q: 3 clusters Score -8483822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8483821.000000 Penalty: 5342.981934
	Iteration 40F: 3 clusters Score -8483821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8483824.000000 Penalty: 5342.981934
	Iteration 41Q: 3 clusters Score -8483824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8483823.000000 Penalty: 5342.981934
	Iteration 42Q: 3 clusters Score -8483823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8483821.000000 Penalty: 5342.981934
	Iteration 43Q: 3 clusters Score -8483821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8483823.000000 Penalty: 5342.981934
	Iteration 44Q: 3 clusters Score -8483823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8483819.000000 Penalty: 5342.981934
	Iteration 45Q: 3 clusters Score -8483819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8483823.000000 Penalty: 5342.981934
	Iteration 46Q: 3 clusters Score -8483823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8483823.000000 Penalty: 5342.981934
	Iteration 47F: 3 clusters Score -8483823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Entering Unmasked Estep 
Score: -8885427.000000 Penalty: 2679.315186
	Iteration 0F: 2 clusters Score -8885427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -8855564.000000 Penalty: 5358.630371
	Iteration 0F: 3 clusters Score -8855564 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -8868103.000000 Penalty: 5358.630371
	Iteration 1F: 3 clusters Score -8868103 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -8868626.000000 Penalty: 5358.630371
	Iteration 2Q: 3 clusters Score -8868626 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -8869123.000000 Penalty: 5358.630371
	Iteration 3Q: 3 clusters Score -8869123 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -8869720.000000 Penalty: 5358.630371
	Iteration 4Q: 3 clusters Score -8869720 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -8870432.000000 Penalty: 5358.630371
	Iteration 5Q: 3 clusters Score -8870432 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -8871434.000000 Penalty: 5358.630371
	Iteration 6Q: 3 clusters Score -8871434 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -8872873.000000 Penalty: 5358.630371
	Iteration 7F: 3 clusters Score -8872873 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -8874805.000000 Penalty: 5358.630371
	Iteration 8F: 3 clusters Score -8874805 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -8877062.000000 Penalty: 5358.630371
	Iteration 9F: 3 clusters Score -8877062 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -8879347.000000 Penalty: 5358.630371
	Iteration 10F: 3 clusters Score -8879347 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8880989.000000 Penalty: 5358.630371
	Iteration 11F: 3 clusters Score -8880989 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8881950.000000 Penalty: 5358.630371
	Iteration 12Q: 3 clusters Score -8881950 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8882633.000000 Penalty: 5358.630371
	Iteration 13Q: 3 clusters Score -8882633 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -8882963.000000 Penalty: 5358.630371
	Iteration 14Q: 3 clusters Score -8882963 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -8883101.000000 Penalty: 5358.630371
	Iteration 15Q: 3 clusters Score -8883101 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -8883184.000000 Penalty: 5358.630371
	Iteration 16Q: 3 clusters Score -8883184 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -8883221.000000 Penalty: 5358.630371
	Iteration 17Q: 3 clusters Score -8883221 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -8883270.000000 Penalty: 5358.630371
	Iteration 18Q: 3 clusters Score -8883270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -8883297.000000 Penalty: 5358.630371
	Iteration 19Q: 3 clusters Score -8883297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -8883303.000000 Penalty: 5358.630371
	Iteration 20F: 3 clusters Score -8883303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -8883312.000000 Penalty: 5358.630371
	Iteration 21Q: 3 clusters Score -8883312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -8883303.000000 Penalty: 5358.630371
	Iteration 22Q: 3 clusters Score -8883303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -8883295.000000 Penalty: 5358.630371
	Iteration 23Q: 3 clusters Score -8883295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -8883301.000000 Penalty: 5358.630371
	Iteration 24Q: 3 clusters Score -8883301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -8883300.000000 Penalty: 5358.630371
	Iteration 25Q: 3 clusters Score -8883300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -8883318.000000 Penalty: 5358.630371
	Iteration 26Q: 3 clusters Score -8883318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -8883328.000000 Penalty: 5358.630371
	Iteration 27Q: 3 clusters Score -8883328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -8883336.000000 Penalty: 5358.630371
	Iteration 28Q: 3 clusters Score -8883336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -8883333.000000 Penalty: 5358.630371
	Iteration 29Q: 3 clusters Score -8883333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -8883330.000000 Penalty: 5358.630371
	Iteration 30Q: 3 clusters Score -8883330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -8883326.000000 Penalty: 5358.630371
	Iteration 31Q: 3 clusters Score -8883326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -8883343.000000 Penalty: 5358.630371
	Iteration 32Q: 3 clusters Score -8883343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -8883343.000000 Penalty: 5358.630371
	Iteration 33Q: 3 clusters Score -8883343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -8883337.000000 Penalty: 5358.630371
	Iteration 34Q: 3 clusters Score -8883337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -8883336.000000 Penalty: 5358.630371
	Iteration 35Q: 3 clusters Score -8883336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -8883337.000000 Penalty: 5358.630371
	Iteration 36Q: 3 clusters Score -8883337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -8883337.000000 Penalty: 5358.630371
	Iteration 37F: 3 clusters Score -8883337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Entering Unmasked Estep 
Score: -6687777.500000 Penalty: 2610.866211
	Iteration 0F: 2 clusters Score -6687778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -6662516.500000 Penalty: 5221.732422
	Iteration 0F: 3 clusters Score -6662516 nChanged 17046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -6671861.500000 Penalty: 5221.732422
	Iteration 1F: 3 clusters Score -6671862 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -6672387.000000 Penalty: 5221.732422
	Iteration 2Q: 3 clusters Score -6672387 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -6672979.000000 Penalty: 5221.732422
	Iteration 3Q: 3 clusters Score -6672979 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -6673752.000000 Penalty: 5221.732422
	Iteration 4Q: 3 clusters Score -6673752 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -6675006.000000 Penalty: 5221.732422
	Iteration 5F: 3 clusters Score -6675006 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -6676912.500000 Penalty: 5221.732422
	Iteration 6F: 3 clusters Score -6676912 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -6679397.500000 Penalty: 5221.732422
	Iteration 7F: 3 clusters Score -6679398 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6681962.500000 Penalty: 5221.732422
	Iteration 8F: 3 clusters Score -6681962 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6683796.000000 Penalty: 5221.732422
	Iteration 9F: 3 clusters Score -6683796 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6684740.500000 Penalty: 5221.732422
	Iteration 10Q: 3 clusters Score -6684740 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6685187.000000 Penalty: 5221.732422
	Iteration 11Q: 3 clusters Score -6685187 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6685407.500000 Penalty: 5221.732422
	Iteration 12Q: 3 clusters Score -6685408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6685490.500000 Penalty: 5221.732422
	Iteration 13Q: 3 clusters Score -6685490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6685530.500000 Penalty: 5221.732422
	Iteration 14Q: 3 clusters Score -6685530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6685553.000000 Penalty: 5221.732422
	Iteration 15Q: 3 clusters Score -6685553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6685576.500000 Penalty: 5221.732422
	Iteration 16Q: 3 clusters Score -6685576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6685589.500000 Penalty: 5221.732422
	Iteration 17Q: 3 clusters Score -6685590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6685596.500000 Penalty: 5221.732422
	Iteration 18Q: 3 clusters Score -6685596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6685599.000000 Penalty: 5221.732422
	Iteration 19Q: 3 clusters Score -6685599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6685604.500000 Penalty: 5221.732422
	Iteration 20F: 3 clusters Score -6685604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6685605.500000 Penalty: 5221.732422
	Iteration 21Q: 3 clusters Score -6685606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6685605.500000 Penalty: 5221.732422
	Iteration 22Q: 3 clusters Score -6685606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6685605.500000 Penalty: 5221.732422
	Iteration 23F: 3 clusters Score -6685606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -106428.320312 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -106428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104849.671875 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -104849.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -105107.359375 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -105107.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -105197.593750 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -105197.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -105237.507812 Penalty: 3200.216309
	Iteration 3Q: 3 clusters Score -105237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -105262.390625 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -105262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -105273.484375 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -105273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -105289.554688 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -105289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -105298.953125 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -105299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -105305.171875 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -105305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -105310.757812 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -105310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -105312.601562 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -105312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -105319.328125 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -105319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -105321.226562 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -105321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -105321.226562 Penalty: 3200.216309
	Iteration 13F: 3 clusters Score -105321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Entering Unmasked Estep 
Score: -8623569.000000 Penalty: 2673.449707
	Iteration 0F: 2 clusters Score -8623569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -8593367.000000 Penalty: 5346.899414
	Iteration 0F: 3 clusters Score -8593367 nChanged 22139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -8605556.000000 Penalty: 5346.899414
	Iteration 1F: 3 clusters Score -8605556 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -8606001.000000 Penalty: 5346.899414
	Iteration 2Q: 3 clusters Score -8606001 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -8606465.000000 Penalty: 5346.899414
	Iteration 3Q: 3 clusters Score -8606465 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -8606720.000000 Penalty: 5346.899414
	Iteration 4Q: 3 clusters Score -8606720 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -8607023.000000 Penalty: 5346.899414
	Iteration 5Q: 3 clusters Score -8607023 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -8607295.000000 Penalty: 5346.899414
	Iteration 6Q: 3 clusters Score -8607295 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -8607525.000000 Penalty: 5346.899414
	Iteration 7Q: 3 clusters Score -8607525 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -8607744.000000 Penalty: 5346.899414
	Iteration 8Q: 3 clusters Score -8607744 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -8607983.000000 Penalty: 5346.899414
	Iteration 9Q: 3 clusters Score -8607983 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -8608377.000000 Penalty: 5346.899414
	Iteration 10Q: 3 clusters Score -8608377 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -8608962.000000 Penalty: 5346.899414
	Iteration 11Q: 3 clusters Score -8608962 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -8609747.000000 Penalty: 5346.899414
	Iteration 12Q: 3 clusters Score -8609747 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -8611088.000000 Penalty: 5346.899414
	Iteration 13Q: 3 clusters Score -8611088 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8612999.000000 Penalty: 5346.899414
	Iteration 14F: 3 clusters Score -8612999 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -8615336.000000 Penalty: 5346.899414
	Iteration 15F: 3 clusters Score -8615336 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -8617530.000000 Penalty: 5346.899414
	Iteration 16F: 3 clusters Score -8617530 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -8619190.000000 Penalty: 5346.899414
	Iteration 17Q: 3 clusters Score -8619190 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -8620160.000000 Penalty: 5346.899414
	Iteration 18Q: 3 clusters Score -8620160 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8620624.000000 Penalty: 5346.899414
	Iteration 19Q: 3 clusters Score -8620624 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -8620914.000000 Penalty: 5346.899414
	Iteration 20F: 3 clusters Score -8620914 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8621079.000000 Penalty: 5346.899414
	Iteration 21Q: 3 clusters Score -8621079 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -8621157.000000 Penalty: 5346.899414
	Iteration 22Q: 3 clusters Score -8621157 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -8621216.000000 Penalty: 5346.899414
	Iteration 23Q: 3 clusters Score -8621216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -8621246.000000 Penalty: 5346.899414
	Iteration 24Q: 3 clusters Score -8621246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -8621276.000000 Penalty: 5346.899414
	Iteration 25Q: 3 clusters Score -8621276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -8621288.000000 Penalty: 5346.899414
	Iteration 26Q: 3 clusters Score -8621288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -8621292.000000 Penalty: 5346.899414
	Iteration 27Q: 3 clusters Score -8621292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -8621306.000000 Penalty: 5346.899414
	Iteration 28Q: 3 clusters Score -8621306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -8621320.000000 Penalty: 5346.899414
	Iteration 29Q: 3 clusters Score -8621320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -8621321.000000 Penalty: 5346.899414
	Iteration 30Q: 3 clusters Score -8621321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8621326.000000 Penalty: 5346.899414
	Iteration 31Q: 3 clusters Score -8621326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -8621327.000000 Penalty: 5346.899414
	Iteration 32Q: 3 clusters Score -8621327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8621333.000000 Penalty: 5346.899414
	Iteration 33Q: 3 clusters Score -8621333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8621333.000000 Penalty: 5346.899414
	Iteration 34Q: 3 clusters Score -8621333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8621330.000000 Penalty: 5346.899414
	Iteration 35Q: 3 clusters Score -8621330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8621330.000000 Penalty: 5346.899414
	Iteration 36F: 3 clusters Score -8621330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Entering Unmasked Estep 
Score: -2035318.500000 Penalty: 2325.148926
	Iteration 0F: 2 clusters Score -2035318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2026516.500000 Penalty: 4650.297852
	Iteration 0F: 3 clusters Score -2026516 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2029366.125000 Penalty: 4650.297852
	Iteration 1F: 3 clusters Score -2029366 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2029868.750000 Penalty: 4650.297852
	Iteration 2F: 3 clusters Score -2029869 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2030253.375000 Penalty: 4650.297852
	Iteration 3F: 3 clusters Score -2030253 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2030554.000000 Penalty: 4650.297852
	Iteration 4F: 3 clusters Score -2030554 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2030750.875000 Penalty: 4650.297852
	Iteration 5Q: 3 clusters Score -2030751 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2030888.875000 Penalty: 4650.297852
	Iteration 6Q: 3 clusters Score -2030889 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2030984.125000 Penalty: 4650.297852
	Iteration 7Q: 3 clusters Score -2030984 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2031074.250000 Penalty: 4650.297852
	Iteration 8Q: 3 clusters Score -2031074 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2031142.375000 Penalty: 4650.297852
	Iteration 9Q: 3 clusters Score -2031142 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2031208.500000 Penalty: 4650.297852
	Iteration 10Q: 3 clusters Score -2031208 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2031262.000000 Penalty: 4650.297852
	Iteration 11Q: 3 clusters Score -2031262 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2031308.500000 Penalty: 4650.297852
	Iteration 12Q: 3 clusters Score -2031308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2031349.125000 Penalty: 4650.297852
	Iteration 13Q: 3 clusters Score -2031349 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2031386.625000 Penalty: 4650.297852
	Iteration 14Q: 3 clusters Score -2031387 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2031422.500000 Penalty: 4650.297852
	Iteration 15Q: 3 clusters Score -2031422 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2031459.375000 Penalty: 4650.297852
	Iteration 16Q: 3 clusters Score -2031459 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2031492.125000 Penalty: 4650.297852
	Iteration 17Q: 3 clusters Score -2031492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2031528.375000 Penalty: 4650.297852
	Iteration 18Q: 3 clusters Score -2031528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2031550.250000 Penalty: 4650.297852
	Iteration 19Q: 3 clusters Score -2031550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2031583.875000 Penalty: 4650.297852
	Iteration 20F: 3 clusters Score -2031584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2031612.125000 Penalty: 4650.297852
	Iteration 21Q: 3 clusters Score -2031612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2031650.125000 Penalty: 4650.297852
	Iteration 22Q: 3 clusters Score -2031650 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2031680.500000 Penalty: 4650.297852
	Iteration 23Q: 3 clusters Score -2031680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2031714.875000 Penalty: 4650.297852
	Iteration 24Q: 3 clusters Score -2031715 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2031748.875000 Penalty: 4650.297852
	Iteration 25Q: 3 clusters Score -2031749 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2031791.750000 Penalty: 4650.297852
	Iteration 26Q: 3 clusters Score -2031792 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2031831.875000 Penalty: 4650.297852
	Iteration 27Q: 3 clusters Score -2031832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2031882.625000 Penalty: 4650.297852
	Iteration 28Q: 3 clusters Score -2031883 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2031929.750000 Penalty: 4650.297852
	Iteration 29Q: 3 clusters Score -2031930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2031980.500000 Penalty: 4650.297852
	Iteration 30Q: 3 clusters Score -2031980 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2032030.125000 Penalty: 4650.297852
	Iteration 31Q: 3 clusters Score -2032030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2032068.375000 Penalty: 4650.297852
	Iteration 32Q: 3 clusters Score -2032068 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2032110.625000 Penalty: 4650.297852
	Iteration 33Q: 3 clusters Score -2032111 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2032174.250000 Penalty: 4650.297852
	Iteration 34Q: 3 clusters Score -2032174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2032237.500000 Penalty: 4650.297852
	Iteration 35Q: 3 clusters Score -2032238 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2032300.125000 Penalty: 4650.297852
	Iteration 36Q: 3 clusters Score -2032300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2032362.000000 Penalty: 4650.297852
	Iteration 37Q: 3 clusters Score -2032362 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2032416.375000 Penalty: 4650.297852
	Iteration 38Q: 3 clusters Score -2032416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2032488.500000 Penalty: 4650.297852
	Iteration 39Q: 3 clusters Score -2032488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2032549.625000 Penalty: 4650.297852
	Iteration 40F: 3 clusters Score -2032550 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2032612.625000 Penalty: 4650.297852
	Iteration 41Q: 3 clusters Score -2032613 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2032683.875000 Penalty: 4650.297852
	Iteration 42Q: 3 clusters Score -2032684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2032744.375000 Penalty: 4650.297852
	Iteration 43Q: 3 clusters Score -2032744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2032794.625000 Penalty: 4650.297852
	Iteration 44Q: 3 clusters Score -2032795 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2032841.625000 Penalty: 4650.297852
	Iteration 45Q: 3 clusters Score -2032842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2032892.875000 Penalty: 4650.297852
	Iteration 46Q: 3 clusters Score -2032893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2032935.375000 Penalty: 4650.297852
	Iteration 47Q: 3 clusters Score -2032935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2032971.875000 Penalty: 4650.297852
	Iteration 48Q: 3 clusters Score -2032972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2033012.625000 Penalty: 4650.297852
	Iteration 49Q: 3 clusters Score -2033013 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2033053.750000 Penalty: 4650.297852
	Iteration 50Q: 3 clusters Score -2033054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2033076.500000 Penalty: 4650.297852
	Iteration 51Q: 3 clusters Score -2033076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2033105.000000 Penalty: 4650.297852
	Iteration 52Q: 3 clusters Score -2033105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2033127.375000 Penalty: 4650.297852
	Iteration 53Q: 3 clusters Score -2033127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2033147.375000 Penalty: 4650.297852
	Iteration 54Q: 3 clusters Score -2033147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2033165.875000 Penalty: 4650.297852
	Iteration 55Q: 3 clusters Score -2033166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2033179.375000 Penalty: 4650.297852
	Iteration 56Q: 3 clusters Score -2033179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2033199.875000 Penalty: 4650.297852
	Iteration 57Q: 3 clusters Score -2033200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2033216.375000 Penalty: 4650.297852
	Iteration 58Q: 3 clusters Score -2033216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2033226.500000 Penalty: 4650.297852
	Iteration 59Q: 3 clusters Score -2033226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2033238.000000 Penalty: 4650.297852
	Iteration 60F: 3 clusters Score -2033238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2033247.000000 Penalty: 4650.297852
	Iteration 61Q: 3 clusters Score -2033247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2033254.125000 Penalty: 4650.297852
	Iteration 62Q: 3 clusters Score -2033254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2033266.250000 Penalty: 4650.297852
	Iteration 63Q: 3 clusters Score -2033266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2033277.250000 Penalty: 4650.297852
	Iteration 64Q: 3 clusters Score -2033277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2033288.750000 Penalty: 4650.297852
	Iteration 65Q: 3 clusters Score -2033289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2033314.375000 Penalty: 4650.297852
	Iteration 66Q: 3 clusters Score -2033314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2033330.000000 Penalty: 4650.297852
	Iteration 67Q: 3 clusters Score -2033330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2033348.250000 Penalty: 4650.297852
	Iteration 68Q: 3 clusters Score -2033348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2033371.750000 Penalty: 4650.297852
	Iteration 69Q: 3 clusters Score -2033372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2033391.000000 Penalty: 4650.297852
	Iteration 70Q: 3 clusters Score -2033391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2033408.375000 Penalty: 4650.297852
	Iteration 71Q: 3 clusters Score -2033408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2033423.000000 Penalty: 4650.297852
	Iteration 72Q: 3 clusters Score -2033423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2033438.625000 Penalty: 4650.297852
	Iteration 73Q: 3 clusters Score -2033439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2033445.500000 Penalty: 4650.297852
	Iteration 74Q: 3 clusters Score -2033446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2033455.500000 Penalty: 4650.297852
	Iteration 75Q: 3 clusters Score -2033456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2033463.000000 Penalty: 4650.297852
	Iteration 76Q: 3 clusters Score -2033463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2033473.250000 Penalty: 4650.297852
	Iteration 77Q: 3 clusters Score -2033473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2033483.250000 Penalty: 4650.297852
	Iteration 78Q: 3 clusters Score -2033483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2033498.000000 Penalty: 4650.297852
	Iteration 79Q: 3 clusters Score -2033498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2033510.625000 Penalty: 4650.297852
	Iteration 80F: 3 clusters Score -2033511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2033519.875000 Penalty: 4650.297852
	Iteration 81Q: 3 clusters Score -2033520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2033529.875000 Penalty: 4650.297852
	Iteration 82Q: 3 clusters Score -2033530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2033545.000000 Penalty: 4650.297852
	Iteration 83Q: 3 clusters Score -2033545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2033552.750000 Penalty: 4650.297852
	Iteration 84Q: 3 clusters Score -2033553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2033559.250000 Penalty: 4650.297852
	Iteration 85Q: 3 clusters Score -2033559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2033561.750000 Penalty: 4650.297852
	Iteration 86Q: 3 clusters Score -2033562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2033562.250000 Penalty: 4650.297852
	Iteration 87Q: 3 clusters Score -2033562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2033561.750000 Penalty: 4650.297852
	Iteration 88Q: 3 clusters Score -2033562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2033565.750000 Penalty: 4650.297852
	Iteration 89Q: 3 clusters Score -2033566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2033567.000000 Penalty: 4650.297852
	Iteration 90Q: 3 clusters Score -2033567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2033566.750000 Penalty: 4650.297852
	Iteration 91Q: 3 clusters Score -2033567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2033565.750000 Penalty: 4650.297852
	Iteration 92Q: 3 clusters Score -2033566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2033573.250000 Penalty: 4650.297852
	Iteration 93Q: 3 clusters Score -2033573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2033573.250000 Penalty: 4650.297852
	Iteration 94Q: 3 clusters Score -2033573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2033575.000000 Penalty: 4650.297852
	Iteration 95Q: 3 clusters Score -2033575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2033580.500000 Penalty: 4650.297852
	Iteration 96Q: 3 clusters Score -2033580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2033583.000000 Penalty: 4650.297852
	Iteration 97Q: 3 clusters Score -2033583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2033582.750000 Penalty: 4650.297852
	Iteration 98Q: 3 clusters Score -2033583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2033586.500000 Penalty: 4650.297852
	Iteration 99Q: 3 clusters Score -2033586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2033589.625000 Penalty: 4650.297852
	Iteration 100F: 3 clusters Score -2033590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2033590.875000 Penalty: 4650.297852
	Iteration 101Q: 3 clusters Score -2033591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2033591.125000 Penalty: 4650.297852
	Iteration 102Q: 3 clusters Score -2033591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2033591.125000 Penalty: 4650.297852
	Iteration 103F: 3 clusters Score -2033591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Entering Unmasked Estep 
Score: -8820545.000000 Penalty: 2678.400879
	Iteration 0F: 2 clusters Score -8820545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -8789847.000000 Penalty: 5356.801758
	Iteration 0F: 3 clusters Score -8789847 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -8802078.000000 Penalty: 5356.801758
	Iteration 1F: 3 clusters Score -8802078 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -8802546.000000 Penalty: 5356.801758
	Iteration 2Q: 3 clusters Score -8802546 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -8802879.000000 Penalty: 5356.801758
	Iteration 3Q: 3 clusters Score -8802879 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -8803188.000000 Penalty: 5356.801758
	Iteration 4Q: 3 clusters Score -8803188 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -8803431.000000 Penalty: 5356.801758
	Iteration 5Q: 3 clusters Score -8803431 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -8803724.000000 Penalty: 5356.801758
	Iteration 6Q: 3 clusters Score -8803724 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -8804134.000000 Penalty: 5356.801758
	Iteration 7Q: 3 clusters Score -8804134 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -8804691.000000 Penalty: 5356.801758
	Iteration 8Q: 3 clusters Score -8804691 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -8805693.000000 Penalty: 5356.801758
	Iteration 9Q: 3 clusters Score -8805693 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -8807240.000000 Penalty: 5356.801758
	Iteration 10F: 3 clusters Score -8807240 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -8809532.000000 Penalty: 5356.801758
	Iteration 11F: 3 clusters Score -8809532 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8812336.000000 Penalty: 5356.801758
	Iteration 12F: 3 clusters Score -8812336 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8815014.000000 Penalty: 5356.801758
	Iteration 13F: 3 clusters Score -8815014 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -8816741.000000 Penalty: 5356.801758
	Iteration 14Q: 3 clusters Score -8816741 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -8817570.000000 Penalty: 5356.801758
	Iteration 15Q: 3 clusters Score -8817570 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -8817900.000000 Penalty: 5356.801758
	Iteration 16Q: 3 clusters Score -8817900 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -8818067.000000 Penalty: 5356.801758
	Iteration 17Q: 3 clusters Score -8818067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -8818135.000000 Penalty: 5356.801758
	Iteration 18Q: 3 clusters Score -8818135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -8818191.000000 Penalty: 5356.801758
	Iteration 19Q: 3 clusters Score -8818191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -8818203.000000 Penalty: 5356.801758
	Iteration 20F: 3 clusters Score -8818203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -8818219.000000 Penalty: 5356.801758
	Iteration 21Q: 3 clusters Score -8818219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -8818225.000000 Penalty: 5356.801758
	Iteration 22Q: 3 clusters Score -8818225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -8818228.000000 Penalty: 5356.801758
	Iteration 23Q: 3 clusters Score -8818228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -8818237.000000 Penalty: 5356.801758
	Iteration 24Q: 3 clusters Score -8818237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -8818236.000000 Penalty: 5356.801758
	Iteration 25Q: 3 clusters Score -8818236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -8818239.000000 Penalty: 5356.801758
	Iteration 26Q: 3 clusters Score -8818239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -8818251.000000 Penalty: 5356.801758
	Iteration 27Q: 3 clusters Score -8818251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -8818249.000000 Penalty: 5356.801758
	Iteration 28Q: 3 clusters Score -8818249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -8818248.000000 Penalty: 5356.801758
	Iteration 29Q: 3 clusters Score -8818248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -8818259.000000 Penalty: 5356.801758
	Iteration 30Q: 3 clusters Score -8818259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -8818255.000000 Penalty: 5356.801758
	Iteration 31Q: 3 clusters Score -8818255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -8818262.000000 Penalty: 5356.801758
	Iteration 32Q: 3 clusters Score -8818262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -8818262.000000 Penalty: 5356.801758
	Iteration 33F: 3 clusters Score -8818262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Entering Unmasked Estep 
Score: -7723931.000000 Penalty: 2640.171631
	Iteration 0F: 2 clusters Score -7723931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -7696925.000000 Penalty: 5280.343262
	Iteration 0F: 3 clusters Score -7696925 nChanged 19029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -7707037.500000 Penalty: 5280.343262
	Iteration 1F: 3 clusters Score -7707038 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -7707430.500000 Penalty: 5280.343262
	Iteration 2Q: 3 clusters Score -7707430 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -7707813.500000 Penalty: 5280.343262
	Iteration 3Q: 3 clusters Score -7707814 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -7708170.000000 Penalty: 5280.343262
	Iteration 4Q: 3 clusters Score -7708170 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -7708499.000000 Penalty: 5280.343262
	Iteration 5Q: 3 clusters Score -7708499 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -7708895.000000 Penalty: 5280.343262
	Iteration 6Q: 3 clusters Score -7708895 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -7709528.500000 Penalty: 5280.343262
	Iteration 7Q: 3 clusters Score -7709528 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -7710537.500000 Penalty: 5280.343262
	Iteration 8Q: 3 clusters Score -7710538 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -7712199.000000 Penalty: 5280.343262
	Iteration 9F: 3 clusters Score -7712199 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -7714569.000000 Penalty: 5280.343262
	Iteration 10F: 3 clusters Score -7714569 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -7717271.500000 Penalty: 5280.343262
	Iteration 11F: 3 clusters Score -7717272 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7719527.500000 Penalty: 5280.343262
	Iteration 12F: 3 clusters Score -7719528 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7720805.000000 Penalty: 5280.343262
	Iteration 13Q: 3 clusters Score -7720805 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7721277.000000 Penalty: 5280.343262
	Iteration 14Q: 3 clusters Score -7721277 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7721456.000000 Penalty: 5280.343262
	Iteration 15Q: 3 clusters Score -7721456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7721523.000000 Penalty: 5280.343262
	Iteration 16Q: 3 clusters Score -7721523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7721546.500000 Penalty: 5280.343262
	Iteration 17Q: 3 clusters Score -7721546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7721583.500000 Penalty: 5280.343262
	Iteration 18Q: 3 clusters Score -7721584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7721598.500000 Penalty: 5280.343262
	Iteration 19Q: 3 clusters Score -7721598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7721602.000000 Penalty: 5280.343262
	Iteration 20F: 3 clusters Score -7721602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7721622.500000 Penalty: 5280.343262
	Iteration 21Q: 3 clusters Score -7721622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7721638.500000 Penalty: 5280.343262
	Iteration 22Q: 3 clusters Score -7721638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7721642.500000 Penalty: 5280.343262
	Iteration 23Q: 3 clusters Score -7721642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7721642.500000 Penalty: 5280.343262
	Iteration 24F: 3 clusters Score -7721642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Entering Unmasked Estep 
Score: -2787856.250000 Penalty: 2407.890381
	Iteration 0F: 2 clusters Score -2787856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2776098.500000 Penalty: 4815.780762
	Iteration 0F: 3 clusters Score -2776098 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2779945.500000 Penalty: 4815.780762
	Iteration 1F: 3 clusters Score -2779946 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2780444.250000 Penalty: 4815.780762
	Iteration 2F: 3 clusters Score -2780444 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2781065.000000 Penalty: 4815.780762
	Iteration 3F: 3 clusters Score -2781065 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2781725.500000 Penalty: 4815.780762
	Iteration 4F: 3 clusters Score -2781726 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2782509.750000 Penalty: 4815.780762
	Iteration 5F: 3 clusters Score -2782510 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2783264.750000 Penalty: 4815.780762
	Iteration 6F: 3 clusters Score -2783265 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2783928.750000 Penalty: 4815.780762
	Iteration 7F: 3 clusters Score -2783929 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2784427.750000 Penalty: 4815.780762
	Iteration 8F: 3 clusters Score -2784428 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2784757.250000 Penalty: 4815.780762
	Iteration 9Q: 3 clusters Score -2784757 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2784995.750000 Penalty: 4815.780762
	Iteration 10Q: 3 clusters Score -2784996 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2785157.750000 Penalty: 4815.780762
	Iteration 11Q: 3 clusters Score -2785158 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2785276.000000 Penalty: 4815.780762
	Iteration 12Q: 3 clusters Score -2785276 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2785392.750000 Penalty: 4815.780762
	Iteration 13Q: 3 clusters Score -2785393 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2785492.750000 Penalty: 4815.780762
	Iteration 14Q: 3 clusters Score -2785493 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2785576.000000 Penalty: 4815.780762
	Iteration 15Q: 3 clusters Score -2785576 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2785671.750000 Penalty: 4815.780762
	Iteration 16Q: 3 clusters Score -2785672 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2785795.000000 Penalty: 4815.780762
	Iteration 17Q: 3 clusters Score -2785795 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2785915.750000 Penalty: 4815.780762
	Iteration 18Q: 3 clusters Score -2785916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2786028.250000 Penalty: 4815.780762
	Iteration 19Q: 3 clusters Score -2786028 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2786180.000000 Penalty: 4815.780762
	Iteration 20F: 3 clusters Score -2786180 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2786329.750000 Penalty: 4815.780762
	Iteration 21Q: 3 clusters Score -2786330 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2786481.250000 Penalty: 4815.780762
	Iteration 22Q: 3 clusters Score -2786481 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2786602.250000 Penalty: 4815.780762
	Iteration 23Q: 3 clusters Score -2786602 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2786664.000000 Penalty: 4815.780762
	Iteration 24Q: 3 clusters Score -2786664 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2786719.000000 Penalty: 4815.780762
	Iteration 25Q: 3 clusters Score -2786719 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2786754.750000 Penalty: 4815.780762
	Iteration 26Q: 3 clusters Score -2786755 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2786792.000000 Penalty: 4815.780762
	Iteration 27Q: 3 clusters Score -2786792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2786821.500000 Penalty: 4815.780762
	Iteration 28Q: 3 clusters Score -2786822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2786849.000000 Penalty: 4815.780762
	Iteration 29Q: 3 clusters Score -2786849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2786869.250000 Penalty: 4815.780762
	Iteration 30Q: 3 clusters Score -2786869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2786890.500000 Penalty: 4815.780762
	Iteration 31Q: 3 clusters Score -2786890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2786898.250000 Penalty: 4815.780762
	Iteration 32Q: 3 clusters Score -2786898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2786912.500000 Penalty: 4815.780762
	Iteration 33Q: 3 clusters Score -2786912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2786936.750000 Penalty: 4815.780762
	Iteration 34Q: 3 clusters Score -2786937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2786942.250000 Penalty: 4815.780762
	Iteration 35Q: 3 clusters Score -2786942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2786946.250000 Penalty: 4815.780762
	Iteration 36Q: 3 clusters Score -2786946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2786960.000000 Penalty: 4815.780762
	Iteration 37Q: 3 clusters Score -2786960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2786972.250000 Penalty: 4815.780762
	Iteration 38Q: 3 clusters Score -2786972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2786996.750000 Penalty: 4815.780762
	Iteration 39Q: 3 clusters Score -2786997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2787020.750000 Penalty: 4815.780762
	Iteration 40F: 3 clusters Score -2787021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2787058.750000 Penalty: 4815.780762
	Iteration 41Q: 3 clusters Score -2787059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2787078.250000 Penalty: 4815.780762
	Iteration 42Q: 3 clusters Score -2787078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2787091.250000 Penalty: 4815.780762
	Iteration 43Q: 3 clusters Score -2787091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2787113.000000 Penalty: 4815.780762
	Iteration 44Q: 3 clusters Score -2787113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2787131.000000 Penalty: 4815.780762
	Iteration 45Q: 3 clusters Score -2787131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2787134.250000 Penalty: 4815.780762
	Iteration 46Q: 3 clusters Score -2787134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2787145.500000 Penalty: 4815.780762
	Iteration 47Q: 3 clusters Score -2787146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2787147.750000 Penalty: 4815.780762
	Iteration 48Q: 3 clusters Score -2787148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2787153.250000 Penalty: 4815.780762
	Iteration 49Q: 3 clusters Score -2787153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2787159.250000 Penalty: 4815.780762
	Iteration 50Q: 3 clusters Score -2787159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2787156.500000 Penalty: 4815.780762
	Iteration 51Q: 3 clusters Score -2787156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2787159.000000 Penalty: 4815.780762
	Iteration 52Q: 3 clusters Score -2787159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2787162.250000 Penalty: 4815.780762
	Iteration 53Q: 3 clusters Score -2787162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2787164.250000 Penalty: 4815.780762
	Iteration 54Q: 3 clusters Score -2787164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2787166.250000 Penalty: 4815.780762
	Iteration 55Q: 3 clusters Score -2787166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2787166.000000 Penalty: 4815.780762
	Iteration 56Q: 3 clusters Score -2787166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2787167.000000 Penalty: 4815.780762
	Iteration 57Q: 3 clusters Score -2787167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2787165.750000 Penalty: 4815.780762
	Iteration 58Q: 3 clusters Score -2787166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2787169.000000 Penalty: 4815.780762
	Iteration 59Q: 3 clusters Score -2787169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2787170.250000 Penalty: 4815.780762
	Iteration 60F: 3 clusters Score -2787170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2787171.250000 Penalty: 4815.780762
	Iteration 61Q: 3 clusters Score -2787171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2787170.750000 Penalty: 4815.780762
	Iteration 62Q: 3 clusters Score -2787171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2787170.500000 Penalty: 4815.780762
	Iteration 63Q: 3 clusters Score -2787170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2787174.750000 Penalty: 4815.780762
	Iteration 64Q: 3 clusters Score -2787175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2787177.000000 Penalty: 4815.780762
	Iteration 65Q: 3 clusters Score -2787177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2787178.000000 Penalty: 4815.780762
	Iteration 66Q: 3 clusters Score -2787178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2787179.000000 Penalty: 4815.780762
	Iteration 67Q: 3 clusters Score -2787179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2787180.250000 Penalty: 4815.780762
	Iteration 68Q: 3 clusters Score -2787180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2787182.500000 Penalty: 4815.780762
	Iteration 69Q: 3 clusters Score -2787182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2787186.750000 Penalty: 4815.780762
	Iteration 70Q: 3 clusters Score -2787187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2787182.000000 Penalty: 4815.780762
	Iteration 71Q: 3 clusters Score -2787182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2787185.750000 Penalty: 4815.780762
	Iteration 72Q: 3 clusters Score -2787186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2787182.250000 Penalty: 4815.780762
	Iteration 73Q: 3 clusters Score -2787182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2787186.500000 Penalty: 4815.780762
	Iteration 74Q: 3 clusters Score -2787186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2787185.500000 Penalty: 4815.780762
	Iteration 75Q: 3 clusters Score -2787186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2787184.750000 Penalty: 4815.780762
	Iteration 76Q: 3 clusters Score -2787185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2787184.750000 Penalty: 4815.780762
	Iteration 77Q: 3 clusters Score -2787185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2787185.750000 Penalty: 4815.780762
	Iteration 78Q: 3 clusters Score -2787186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2787185.750000 Penalty: 4815.780762
	Iteration 79F: 3 clusters Score -2787186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Entering Unmasked Estep 
Score: -9299491.000000 Penalty: 2692.573486
	Iteration 0F: 2 clusters Score -9299491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -9268987.000000 Penalty: 5385.146973
	Iteration 0F: 3 clusters Score -9268987 nChanged 23871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -9282034.000000 Penalty: 5385.146973
	Iteration 1F: 3 clusters Score -9282034 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -9282486.000000 Penalty: 5385.146973
	Iteration 2Q: 3 clusters Score -9282486 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -9282928.000000 Penalty: 5385.146973
	Iteration 3Q: 3 clusters Score -9282928 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -9283346.000000 Penalty: 5385.146973
	Iteration 4Q: 3 clusters Score -9283346 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -9283860.000000 Penalty: 5385.146973
	Iteration 5Q: 3 clusters Score -9283860 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -9284371.000000 Penalty: 5385.146973
	Iteration 6Q: 3 clusters Score -9284371 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -9285131.000000 Penalty: 5385.146973
	Iteration 7Q: 3 clusters Score -9285131 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -9286183.000000 Penalty: 5385.146973
	Iteration 8Q: 3 clusters Score -9286183 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -9288011.000000 Penalty: 5385.146973
	Iteration 9F: 3 clusters Score -9288011 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -9290185.000000 Penalty: 5385.146973
	Iteration 10F: 3 clusters Score -9290185 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -9291973.000000 Penalty: 5385.146973
	Iteration 11F: 3 clusters Score -9291973 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -9292948.000000 Penalty: 5385.146973
	Iteration 12Q: 3 clusters Score -9292948 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -9293402.000000 Penalty: 5385.146973
	Iteration 13Q: 3 clusters Score -9293402 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -9293702.000000 Penalty: 5385.146973
	Iteration 14Q: 3 clusters Score -9293702 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -9293924.000000 Penalty: 5385.146973
	Iteration 15Q: 3 clusters Score -9293924 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -9294205.000000 Penalty: 5385.146973
	Iteration 16Q: 3 clusters Score -9294205 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -9294461.000000 Penalty: 5385.146973
	Iteration 17Q: 3 clusters Score -9294461 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -9294729.000000 Penalty: 5385.146973
	Iteration 18Q: 3 clusters Score -9294729 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9295023.000000 Penalty: 5385.146973
	Iteration 19Q: 3 clusters Score -9295023 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -9295360.000000 Penalty: 5385.146973
	Iteration 20F: 3 clusters Score -9295360 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -9295706.000000 Penalty: 5385.146973
	Iteration 21Q: 3 clusters Score -9295706 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9296072.000000 Penalty: 5385.146973
	Iteration 22Q: 3 clusters Score -9296072 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -9296371.000000 Penalty: 5385.146973
	Iteration 23Q: 3 clusters Score -9296371 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -9296631.000000 Penalty: 5385.146973
	Iteration 24Q: 3 clusters Score -9296631 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -9296849.000000 Penalty: 5385.146973
	Iteration 25Q: 3 clusters Score -9296849 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -9297040.000000 Penalty: 5385.146973
	Iteration 26Q: 3 clusters Score -9297040 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -9297157.000000 Penalty: 5385.146973
	Iteration 27Q: 3 clusters Score -9297157 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -9297221.000000 Penalty: 5385.146973
	Iteration 28Q: 3 clusters Score -9297221 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -9297274.000000 Penalty: 5385.146973
	Iteration 29Q: 3 clusters Score -9297274 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -9297372.000000 Penalty: 5385.146973
	Iteration 30Q: 3 clusters Score -9297372 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -9297395.000000 Penalty: 5385.146973
	Iteration 31Q: 3 clusters Score -9297395 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -9297407.000000 Penalty: 5385.146973
	Iteration 32Q: 3 clusters Score -9297407 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -9297409.000000 Penalty: 5385.146973
	Iteration 33Q: 3 clusters Score -9297409 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -9297451.000000 Penalty: 5385.146973
	Iteration 34Q: 3 clusters Score -9297451 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -9297501.000000 Penalty: 5385.146973
	Iteration 35Q: 3 clusters Score -9297501 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -9297515.000000 Penalty: 5385.146973
	Iteration 36Q: 3 clusters Score -9297515 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -9297490.000000 Penalty: 5385.146973
	Iteration 37Q: 3 clusters Score -9297490 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -9297463.000000 Penalty: 5385.146973
	Iteration 38Q: 3 clusters Score -9297463 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9297459.000000 Penalty: 5385.146973
	Iteration 39Q: 3 clusters Score -9297459 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9297464.000000 Penalty: 5385.146973
	Iteration 40F: 3 clusters Score -9297464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9297474.000000 Penalty: 5385.146973
	Iteration 41Q: 3 clusters Score -9297474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9297414.000000 Penalty: 5385.146973
	Iteration 42Q: 3 clusters Score -9297414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -9297393.000000 Penalty: 5385.146973
	Iteration 43Q: 3 clusters Score -9297393 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -9297389.000000 Penalty: 5385.146973
	Iteration 44Q: 3 clusters Score -9297389 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9297388.000000 Penalty: 5385.146973
	Iteration 45Q: 3 clusters Score -9297388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -9297376.000000 Penalty: 5385.146973
	Iteration 46Q: 3 clusters Score -9297376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -9297367.000000 Penalty: 5385.146973
	Iteration 47Q: 3 clusters Score -9297367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -9297377.000000 Penalty: 5385.146973
	Iteration 48Q: 3 clusters Score -9297377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -9297380.000000 Penalty: 5385.146973
	Iteration 49Q: 3 clusters Score -9297380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -9297368.000000 Penalty: 5385.146973
	Iteration 50Q: 3 clusters Score -9297368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9297357.000000 Penalty: 5385.146973
	Iteration 51Q: 3 clusters Score -9297357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -9297355.000000 Penalty: 5385.146973
	Iteration 52Q: 3 clusters Score -9297355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9297344.000000 Penalty: 5385.146973
	Iteration 53Q: 3 clusters Score -9297344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -9297349.000000 Penalty: 5385.146973
	Iteration 54Q: 3 clusters Score -9297349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -9297336.000000 Penalty: 5385.146973
	Iteration 55Q: 3 clusters Score -9297336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -9297334.000000 Penalty: 5385.146973
	Iteration 56Q: 3 clusters Score -9297334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9297359.000000 Penalty: 5385.146973
	Iteration 57Q: 3 clusters Score -9297359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -9297367.000000 Penalty: 5385.146973
	Iteration 58Q: 3 clusters Score -9297367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9297359.000000 Penalty: 5385.146973
	Iteration 59Q: 3 clusters Score -9297359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -9297350.000000 Penalty: 5385.146973
	Iteration 60F: 3 clusters Score -9297350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -9297345.000000 Penalty: 5385.146973
	Iteration 61Q: 3 clusters Score -9297345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -9297352.000000 Penalty: 5385.146973
	Iteration 62Q: 3 clusters Score -9297352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -9297349.000000 Penalty: 5385.146973
	Iteration 63Q: 3 clusters Score -9297349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -9297355.000000 Penalty: 5385.146973
	Iteration 64Q: 3 clusters Score -9297355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -9297352.000000 Penalty: 5385.146973
	Iteration 65Q: 3 clusters Score -9297352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -9297350.000000 Penalty: 5385.146973
	Iteration 66Q: 3 clusters Score -9297350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9297347.000000 Penalty: 5385.146973
	Iteration 67Q: 3 clusters Score -9297347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -9297339.000000 Penalty: 5385.146973
	Iteration 68Q: 3 clusters Score -9297339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9297333.000000 Penalty: 5385.146973
	Iteration 69Q: 3 clusters Score -9297333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -9297307.000000 Penalty: 5385.146973
	Iteration 70Q: 3 clusters Score -9297307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -9297304.000000 Penalty: 5385.146973
	Iteration 71Q: 3 clusters Score -9297304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -9297315.000000 Penalty: 5385.146973
	Iteration 72Q: 3 clusters Score -9297315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -9297336.000000 Penalty: 5385.146973
	Iteration 73Q: 3 clusters Score -9297336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -9297355.000000 Penalty: 5385.146973
	Iteration 74Q: 3 clusters Score -9297355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -9297344.000000 Penalty: 5385.146973
	Iteration 75Q: 3 clusters Score -9297344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -9297337.000000 Penalty: 5385.146973
	Iteration 76Q: 3 clusters Score -9297337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -9297338.000000 Penalty: 5385.146973
	Iteration 77Q: 3 clusters Score -9297338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -9297354.000000 Penalty: 5385.146973
	Iteration 78Q: 3 clusters Score -9297354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -9297343.000000 Penalty: 5385.146973
	Iteration 79Q: 3 clusters Score -9297343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -9297348.000000 Penalty: 5385.146973
	Iteration 80F: 3 clusters Score -9297348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -9297346.000000 Penalty: 5385.146973
	Iteration 81Q: 3 clusters Score -9297346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -9297353.000000 Penalty: 5385.146973
	Iteration 82Q: 3 clusters Score -9297353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -9297357.000000 Penalty: 5385.146973
	Iteration 83Q: 3 clusters Score -9297357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -9297354.000000 Penalty: 5385.146973
	Iteration 84Q: 3 clusters Score -9297354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -9297363.000000 Penalty: 5385.146973
	Iteration 85Q: 3 clusters Score -9297363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -9297365.000000 Penalty: 5385.146973
	Iteration 86Q: 3 clusters Score -9297365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -9297370.000000 Penalty: 5385.146973
	Iteration 87Q: 3 clusters Score -9297370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -9297369.000000 Penalty: 5385.146973
	Iteration 88Q: 3 clusters Score -9297369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9297375.000000 Penalty: 5385.146973
	Iteration 89Q: 3 clusters Score -9297375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9297360.000000 Penalty: 5385.146973
	Iteration 90Q: 3 clusters Score -9297360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9297364.000000 Penalty: 5385.146973
	Iteration 91Q: 3 clusters Score -9297364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -9297375.000000 Penalty: 5385.146973
	Iteration 92Q: 3 clusters Score -9297375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -9297379.000000 Penalty: 5385.146973
	Iteration 93Q: 3 clusters Score -9297379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -9297385.000000 Penalty: 5385.146973
	Iteration 94Q: 3 clusters Score -9297385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9297388.000000 Penalty: 5385.146973
	Iteration 95Q: 3 clusters Score -9297388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -9297385.000000 Penalty: 5385.146973
	Iteration 96Q: 3 clusters Score -9297385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -9297387.000000 Penalty: 5385.146973
	Iteration 97Q: 3 clusters Score -9297387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -9297381.000000 Penalty: 5385.146973
	Iteration 98Q: 3 clusters Score -9297381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -9297379.000000 Penalty: 5385.146973
	Iteration 99Q: 3 clusters Score -9297379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -9297369.000000 Penalty: 5385.146973
	Iteration 100F: 3 clusters Score -9297369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -9297365.000000 Penalty: 5385.146973
	Iteration 101Q: 3 clusters Score -9297365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9297373.000000 Penalty: 5385.146973
	Iteration 102Q: 3 clusters Score -9297373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -9297357.000000 Penalty: 5385.146973
	Iteration 103Q: 3 clusters Score -9297357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9297365.000000 Penalty: 5385.146973
	Iteration 104Q: 3 clusters Score -9297365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -9297365.000000 Penalty: 5385.146973
	Iteration 105Q: 3 clusters Score -9297365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -9297362.000000 Penalty: 5385.146973
	Iteration 106Q: 3 clusters Score -9297362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -9297362.000000 Penalty: 5385.146973
	Iteration 107F: 3 clusters Score -9297362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Entering Unmasked Estep 
Score: -6998334.500000 Penalty: 2622.175537
	Iteration 0F: 2 clusters Score -6998334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -6971989.500000 Penalty: 5244.351074
	Iteration 0F: 3 clusters Score -6971990 nChanged 17859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -6981796.500000 Penalty: 5244.351074
	Iteration 1F: 3 clusters Score -6981796 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6982202.500000 Penalty: 5244.351074
	Iteration 2Q: 3 clusters Score -6982202 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -6982642.000000 Penalty: 5244.351074
	Iteration 3Q: 3 clusters Score -6982642 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -6983058.000000 Penalty: 5244.351074
	Iteration 4Q: 3 clusters Score -6983058 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -6983475.500000 Penalty: 5244.351074
	Iteration 5Q: 3 clusters Score -6983476 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -6984009.500000 Penalty: 5244.351074
	Iteration 6Q: 3 clusters Score -6984010 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6984683.000000 Penalty: 5244.351074
	Iteration 7Q: 3 clusters Score -6984683 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -6985676.500000 Penalty: 5244.351074
	Iteration 8Q: 3 clusters Score -6985676 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -6987167.000000 Penalty: 5244.351074
	Iteration 9F: 3 clusters Score -6987167 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -6988911.000000 Penalty: 5244.351074
	Iteration 10F: 3 clusters Score -6988911 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -6990492.000000 Penalty: 5244.351074
	Iteration 11F: 3 clusters Score -6990492 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -6991653.000000 Penalty: 5244.351074
	Iteration 12Q: 3 clusters Score -6991653 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -6992402.500000 Penalty: 5244.351074
	Iteration 13Q: 3 clusters Score -6992402 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6992872.500000 Penalty: 5244.351074
	Iteration 14Q: 3 clusters Score -6992872 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -6993325.500000 Penalty: 5244.351074
	Iteration 15Q: 3 clusters Score -6993326 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -6993678.500000 Penalty: 5244.351074
	Iteration 16Q: 3 clusters Score -6993678 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6994012.500000 Penalty: 5244.351074
	Iteration 17Q: 3 clusters Score -6994012 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -6994288.500000 Penalty: 5244.351074
	Iteration 18Q: 3 clusters Score -6994288 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -6994559.500000 Penalty: 5244.351074
	Iteration 19Q: 3 clusters Score -6994560 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -6994801.000000 Penalty: 5244.351074
	Iteration 20F: 3 clusters Score -6994801 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -6994988.000000 Penalty: 5244.351074
	Iteration 21Q: 3 clusters Score -6994988 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6995131.000000 Penalty: 5244.351074
	Iteration 22Q: 3 clusters Score -6995131 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -6995237.500000 Penalty: 5244.351074
	Iteration 23Q: 3 clusters Score -6995238 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6995345.000000 Penalty: 5244.351074
	Iteration 24Q: 3 clusters Score -6995345 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -6995397.000000 Penalty: 5244.351074
	Iteration 25Q: 3 clusters Score -6995397 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6995492.500000 Penalty: 5244.351074
	Iteration 26Q: 3 clusters Score -6995492 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -6995580.500000 Penalty: 5244.351074
	Iteration 27Q: 3 clusters Score -6995580 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6995677.500000 Penalty: 5244.351074
	Iteration 28Q: 3 clusters Score -6995678 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -6995717.500000 Penalty: 5244.351074
	Iteration 29Q: 3 clusters Score -6995718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -6995811.500000 Penalty: 5244.351074
	Iteration 30Q: 3 clusters Score -6995812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -6995861.500000 Penalty: 5244.351074
	Iteration 31Q: 3 clusters Score -6995862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -6995885.000000 Penalty: 5244.351074
	Iteration 32Q: 3 clusters Score -6995885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -6995924.000000 Penalty: 5244.351074
	Iteration 33Q: 3 clusters Score -6995924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -6995947.500000 Penalty: 5244.351074
	Iteration 34Q: 3 clusters Score -6995948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -6995962.500000 Penalty: 5244.351074
	Iteration 35Q: 3 clusters Score -6995962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -6995993.000000 Penalty: 5244.351074
	Iteration 36Q: 3 clusters Score -6995993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -6996012.500000 Penalty: 5244.351074
	Iteration 37Q: 3 clusters Score -6996012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -6996071.000000 Penalty: 5244.351074
	Iteration 38Q: 3 clusters Score -6996071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -6996093.000000 Penalty: 5244.351074
	Iteration 39Q: 3 clusters Score -6996093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -6996121.000000 Penalty: 5244.351074
	Iteration 40F: 3 clusters Score -6996121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -6996127.500000 Penalty: 5244.351074
	Iteration 41Q: 3 clusters Score -6996128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -6996135.500000 Penalty: 5244.351074
	Iteration 42Q: 3 clusters Score -6996136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -6996158.000000 Penalty: 5244.351074
	Iteration 43Q: 3 clusters Score -6996158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -6996176.000000 Penalty: 5244.351074
	Iteration 44Q: 3 clusters Score -6996176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -6996189.500000 Penalty: 5244.351074
	Iteration 45Q: 3 clusters Score -6996190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -6996205.000000 Penalty: 5244.351074
	Iteration 46Q: 3 clusters Score -6996205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -6996229.500000 Penalty: 5244.351074
	Iteration 47Q: 3 clusters Score -6996230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -6996249.500000 Penalty: 5244.351074
	Iteration 48Q: 3 clusters Score -6996250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -6996271.000000 Penalty: 5244.351074
	Iteration 49Q: 3 clusters Score -6996271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -6996284.000000 Penalty: 5244.351074
	Iteration 50Q: 3 clusters Score -6996284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -6996289.500000 Penalty: 5244.351074
	Iteration 51Q: 3 clusters Score -6996290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -6996283.500000 Penalty: 5244.351074
	Iteration 52Q: 3 clusters Score -6996284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -6996303.000000 Penalty: 5244.351074
	Iteration 53Q: 3 clusters Score -6996303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -6996297.000000 Penalty: 5244.351074
	Iteration 54Q: 3 clusters Score -6996297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -6996310.500000 Penalty: 5244.351074
	Iteration 55Q: 3 clusters Score -6996310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -6996316.500000 Penalty: 5244.351074
	Iteration 56Q: 3 clusters Score -6996316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -6996329.000000 Penalty: 5244.351074
	Iteration 57Q: 3 clusters Score -6996329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -6996332.000000 Penalty: 5244.351074
	Iteration 58Q: 3 clusters Score -6996332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -6996354.500000 Penalty: 5244.351074
	Iteration 59Q: 3 clusters Score -6996354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -6996352.500000 Penalty: 5244.351074
	Iteration 60F: 3 clusters Score -6996352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -6996351.000000 Penalty: 5244.351074
	Iteration 61Q: 3 clusters Score -6996351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -6996355.500000 Penalty: 5244.351074
	Iteration 62Q: 3 clusters Score -6996356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -6996345.500000 Penalty: 5244.351074
	Iteration 63Q: 3 clusters Score -6996346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -6996348.000000 Penalty: 5244.351074
	Iteration 64Q: 3 clusters Score -6996348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -6996343.500000 Penalty: 5244.351074
	Iteration 65Q: 3 clusters Score -6996344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -6996347.000000 Penalty: 5244.351074
	Iteration 66Q: 3 clusters Score -6996347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -6996347.000000 Penalty: 5244.351074
	Iteration 67F: 3 clusters Score -6996347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -43941.210938 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -43941.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42692.964844 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -42692.96 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43073.531250 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -43073.53 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43233.914062 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -43233.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43394.281250 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -43394.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43477.339844 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -43477.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43542.324219 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -43542.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43551.589844 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -43551.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43560.214844 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -43560.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43571.703125 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -43571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43593.050781 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -43593.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43609.074219 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -43609.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43611.652344 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -43611.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43612.406250 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -43612.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43612.406250 Penalty: 3097.106689
	Iteration 13F: 3 clusters Score -43612.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Entering Unmasked Estep 
Score: -8280959.500000 Penalty: 2661.388672
	Iteration 0F: 2 clusters Score -8280960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -8251740.500000 Penalty: 5322.777344
	Iteration 0F: 3 clusters Score -8251740 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -8263254.000000 Penalty: 5322.777344
	Iteration 1F: 3 clusters Score -8263254 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -8263668.500000 Penalty: 5322.777344
	Iteration 2Q: 3 clusters Score -8263668 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -8264025.000000 Penalty: 5322.777344
	Iteration 3Q: 3 clusters Score -8264025 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8264394.500000 Penalty: 5322.777344
	Iteration 4Q: 3 clusters Score -8264394 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -8264742.000000 Penalty: 5322.777344
	Iteration 5Q: 3 clusters Score -8264742 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -8265119.500000 Penalty: 5322.777344
	Iteration 6Q: 3 clusters Score -8265120 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -8265615.500000 Penalty: 5322.777344
	Iteration 7Q: 3 clusters Score -8265616 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -8266298.500000 Penalty: 5322.777344
	Iteration 8Q: 3 clusters Score -8266298 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -8267410.500000 Penalty: 5322.777344
	Iteration 9Q: 3 clusters Score -8267410 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -8269085.500000 Penalty: 5322.777344
	Iteration 10F: 3 clusters Score -8269086 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -8270954.500000 Penalty: 5322.777344
	Iteration 11F: 3 clusters Score -8270954 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -8272733.000000 Penalty: 5322.777344
	Iteration 12F: 3 clusters Score -8272733 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8273800.500000 Penalty: 5322.777344
	Iteration 13Q: 3 clusters Score -8273800 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -8274558.500000 Penalty: 5322.777344
	Iteration 14Q: 3 clusters Score -8274558 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -8275038.000000 Penalty: 5322.777344
	Iteration 15Q: 3 clusters Score -8275038 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -8275479.500000 Penalty: 5322.777344
	Iteration 16Q: 3 clusters Score -8275480 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -8275869.000000 Penalty: 5322.777344
	Iteration 17Q: 3 clusters Score -8275869 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8276242.500000 Penalty: 5322.777344
	Iteration 18Q: 3 clusters Score -8276242 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -8276645.500000 Penalty: 5322.777344
	Iteration 19Q: 3 clusters Score -8276646 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8277022.500000 Penalty: 5322.777344
	Iteration 20F: 3 clusters Score -8277022 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -8277356.000000 Penalty: 5322.777344
	Iteration 21Q: 3 clusters Score -8277356 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8277690.000000 Penalty: 5322.777344
	Iteration 22Q: 3 clusters Score -8277690 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8277992.500000 Penalty: 5322.777344
	Iteration 23Q: 3 clusters Score -8277992 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8278247.500000 Penalty: 5322.777344
	Iteration 24Q: 3 clusters Score -8278248 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -8278410.500000 Penalty: 5322.777344
	Iteration 25Q: 3 clusters Score -8278410 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8278512.000000 Penalty: 5322.777344
	Iteration 26Q: 3 clusters Score -8278512 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8278635.000000 Penalty: 5322.777344
	Iteration 27Q: 3 clusters Score -8278635 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8278694.500000 Penalty: 5322.777344
	Iteration 28Q: 3 clusters Score -8278694 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -8278741.000000 Penalty: 5322.777344
	Iteration 29Q: 3 clusters Score -8278741 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8278773.000000 Penalty: 5322.777344
	Iteration 30Q: 3 clusters Score -8278773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8278766.000000 Penalty: 5322.777344
	Iteration 31Q: 3 clusters Score -8278766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -8278775.500000 Penalty: 5322.777344
	Iteration 32Q: 3 clusters Score -8278776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8278802.500000 Penalty: 5322.777344
	Iteration 33Q: 3 clusters Score -8278802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8278838.000000 Penalty: 5322.777344
	Iteration 34Q: 3 clusters Score -8278838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -8278849.000000 Penalty: 5322.777344
	Iteration 35Q: 3 clusters Score -8278849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8278861.500000 Penalty: 5322.777344
	Iteration 36Q: 3 clusters Score -8278862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -8278868.500000 Penalty: 5322.777344
	Iteration 37Q: 3 clusters Score -8278868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8278864.000000 Penalty: 5322.777344
	Iteration 38Q: 3 clusters Score -8278864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8278874.500000 Penalty: 5322.777344
	Iteration 39Q: 3 clusters Score -8278874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8278877.000000 Penalty: 5322.777344
	Iteration 40F: 3 clusters Score -8278877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -8278881.000000 Penalty: 5322.777344
	Iteration 41Q: 3 clusters Score -8278881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8278886.000000 Penalty: 5322.777344
	Iteration 42Q: 3 clusters Score -8278886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8278887.500000 Penalty: 5322.777344
	Iteration 43Q: 3 clusters Score -8278888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8278888.000000 Penalty: 5322.777344
	Iteration 44Q: 3 clusters Score -8278888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8278885.000000 Penalty: 5322.777344
	Iteration 45Q: 3 clusters Score -8278885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8278891.000000 Penalty: 5322.777344
	Iteration 46Q: 3 clusters Score -8278891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8278887.500000 Penalty: 5322.777344
	Iteration 47Q: 3 clusters Score -8278888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8278878.500000 Penalty: 5322.777344
	Iteration 48Q: 3 clusters Score -8278878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -8278878.000000 Penalty: 5322.777344
	Iteration 49Q: 3 clusters Score -8278878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8278885.500000 Penalty: 5322.777344
	Iteration 50Q: 3 clusters Score -8278886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8278884.000000 Penalty: 5322.777344
	Iteration 51Q: 3 clusters Score -8278884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -8278887.000000 Penalty: 5322.777344
	Iteration 52Q: 3 clusters Score -8278887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -8278892.000000 Penalty: 5322.777344
	Iteration 53Q: 3 clusters Score -8278892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8278894.500000 Penalty: 5322.777344
	Iteration 54Q: 3 clusters Score -8278894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8278907.000000 Penalty: 5322.777344
	Iteration 55Q: 3 clusters Score -8278907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8278902.000000 Penalty: 5322.777344
	Iteration 56Q: 3 clusters Score -8278902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8278905.000000 Penalty: 5322.777344
	Iteration 57Q: 3 clusters Score -8278905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8278906.500000 Penalty: 5322.777344
	Iteration 58Q: 3 clusters Score -8278906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8278906.500000 Penalty: 5322.777344
	Iteration 59Q: 3 clusters Score -8278906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8278908.500000 Penalty: 5322.777344
	Iteration 60F: 3 clusters Score -8278908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8278909.500000 Penalty: 5322.777344
	Iteration 61Q: 3 clusters Score -8278910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8278909.500000 Penalty: 5322.777344
	Iteration 62F: 3 clusters Score -8278910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Entering Unmasked Estep 
Score: -3715542.000000 Penalty: 2469.378174
	Iteration 0F: 2 clusters Score -3715542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3700798.000000 Penalty: 4938.756348
	Iteration 0F: 3 clusters Score -3700798 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3706077.000000 Penalty: 4938.756348
	Iteration 1F: 3 clusters Score -3706077 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3706675.000000 Penalty: 4938.756348
	Iteration 2F: 3 clusters Score -3706675 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3707315.250000 Penalty: 4938.756348
	Iteration 3F: 3 clusters Score -3707315 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3708048.750000 Penalty: 4938.756348
	Iteration 4F: 3 clusters Score -3708049 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3708787.250000 Penalty: 4938.756348
	Iteration 5F: 3 clusters Score -3708787 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3709594.500000 Penalty: 4938.756348
	Iteration 6F: 3 clusters Score -3709594 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3710343.250000 Penalty: 4938.756348
	Iteration 7F: 3 clusters Score -3710343 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3711040.750000 Penalty: 4938.756348
	Iteration 8Q: 3 clusters Score -3711041 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3711688.750000 Penalty: 4938.756348
	Iteration 9Q: 3 clusters Score -3711689 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3712246.750000 Penalty: 4938.756348
	Iteration 10Q: 3 clusters Score -3712247 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3712712.500000 Penalty: 4938.756348
	Iteration 11Q: 3 clusters Score -3712712 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3713004.500000 Penalty: 4938.756348
	Iteration 12Q: 3 clusters Score -3713004 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3713205.750000 Penalty: 4938.756348
	Iteration 13Q: 3 clusters Score -3713206 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3713362.750000 Penalty: 4938.756348
	Iteration 14Q: 3 clusters Score -3713363 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3713499.750000 Penalty: 4938.756348
	Iteration 15Q: 3 clusters Score -3713500 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3713579.500000 Penalty: 4938.756348
	Iteration 16Q: 3 clusters Score -3713580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3713652.250000 Penalty: 4938.756348
	Iteration 17Q: 3 clusters Score -3713652 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3713743.750000 Penalty: 4938.756348
	Iteration 18Q: 3 clusters Score -3713744 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3713832.250000 Penalty: 4938.756348
	Iteration 19Q: 3 clusters Score -3713832 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3713900.250000 Penalty: 4938.756348
	Iteration 20F: 3 clusters Score -3713900 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3714010.000000 Penalty: 4938.756348
	Iteration 21Q: 3 clusters Score -3714010 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3714117.250000 Penalty: 4938.756348
	Iteration 22Q: 3 clusters Score -3714117 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3714245.750000 Penalty: 4938.756348
	Iteration 23Q: 3 clusters Score -3714246 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3714396.250000 Penalty: 4938.756348
	Iteration 24Q: 3 clusters Score -3714396 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3714545.250000 Penalty: 4938.756348
	Iteration 25Q: 3 clusters Score -3714545 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3714694.250000 Penalty: 4938.756348
	Iteration 26Q: 3 clusters Score -3714694 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3714822.000000 Penalty: 4938.756348
	Iteration 27Q: 3 clusters Score -3714822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3714938.750000 Penalty: 4938.756348
	Iteration 28Q: 3 clusters Score -3714939 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3715027.750000 Penalty: 4938.756348
	Iteration 29Q: 3 clusters Score -3715028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3715110.250000 Penalty: 4938.756348
	Iteration 30Q: 3 clusters Score -3715110 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3715184.500000 Penalty: 4938.756348
	Iteration 31Q: 3 clusters Score -3715184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3715252.000000 Penalty: 4938.756348
	Iteration 32Q: 3 clusters Score -3715252 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3715316.250000 Penalty: 4938.756348
	Iteration 33Q: 3 clusters Score -3715316 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3715384.000000 Penalty: 4938.756348
	Iteration 34Q: 3 clusters Score -3715384 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3715458.500000 Penalty: 4938.756348
	Iteration 35Q: 3 clusters Score -3715458 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3715507.000000 Penalty: 4938.756348
	Iteration 36Q: 3 clusters Score -3715507 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3715559.250000 Penalty: 4938.756348
	Iteration 37Q: 3 clusters Score -3715559 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3715604.750000 Penalty: 4938.756348
	Iteration 38Q: 3 clusters Score -3715605 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3715634.500000 Penalty: 4938.756348
	Iteration 39Q: 3 clusters Score -3715634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3715666.500000 Penalty: 4938.756348
	Iteration 40F: 3 clusters Score -3715666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3715704.750000 Penalty: 4938.756348
	Iteration 41Q: 3 clusters Score -3715705 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3715734.250000 Penalty: 4938.756348
	Iteration 42Q: 3 clusters Score -3715734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3715763.250000 Penalty: 4938.756348
	Iteration 43Q: 3 clusters Score -3715763 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3715770.000000 Penalty: 4938.756348
	Iteration 44Q: 3 clusters Score -3715770 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3715810.500000 Penalty: 4938.756348
	Iteration 45Q: 3 clusters Score -3715810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3715832.000000 Penalty: 4938.756348
	Iteration 46Q: 3 clusters Score -3715832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3715848.500000 Penalty: 4938.756348
	Iteration 47Q: 3 clusters Score -3715848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3715865.000000 Penalty: 4938.756348
	Iteration 48Q: 3 clusters Score -3715865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3715881.250000 Penalty: 4938.756348
	Iteration 49Q: 3 clusters Score -3715881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3715894.000000 Penalty: 4938.756348
	Iteration 50Q: 3 clusters Score -3715894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3715912.500000 Penalty: 4938.756348
	Iteration 51Q: 3 clusters Score -3715912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3715924.500000 Penalty: 4938.756348
	Iteration 52Q: 3 clusters Score -3715924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3715938.250000 Penalty: 4938.756348
	Iteration 53Q: 3 clusters Score -3715938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3715953.500000 Penalty: 4938.756348
	Iteration 54Q: 3 clusters Score -3715954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3715968.000000 Penalty: 4938.756348
	Iteration 55Q: 3 clusters Score -3715968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3715973.750000 Penalty: 4938.756348
	Iteration 56Q: 3 clusters Score -3715974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3715978.500000 Penalty: 4938.756348
	Iteration 57Q: 3 clusters Score -3715978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3715984.750000 Penalty: 4938.756348
	Iteration 58Q: 3 clusters Score -3715985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3715996.000000 Penalty: 4938.756348
	Iteration 59Q: 3 clusters Score -3715996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3716003.000000 Penalty: 4938.756348
	Iteration 60F: 3 clusters Score -3716003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3716010.250000 Penalty: 4938.756348
	Iteration 61Q: 3 clusters Score -3716010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3716016.750000 Penalty: 4938.756348
	Iteration 62Q: 3 clusters Score -3716017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3716016.250000 Penalty: 4938.756348
	Iteration 63Q: 3 clusters Score -3716016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3716020.250000 Penalty: 4938.756348
	Iteration 64Q: 3 clusters Score -3716020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3716014.250000 Penalty: 4938.756348
	Iteration 65Q: 3 clusters Score -3716014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3716015.750000 Penalty: 4938.756348
	Iteration 66Q: 3 clusters Score -3716016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3716017.250000 Penalty: 4938.756348
	Iteration 67Q: 3 clusters Score -3716017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3716018.500000 Penalty: 4938.756348
	Iteration 68Q: 3 clusters Score -3716018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3716019.000000 Penalty: 4938.756348
	Iteration 69Q: 3 clusters Score -3716019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3716023.500000 Penalty: 4938.756348
	Iteration 70Q: 3 clusters Score -3716024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3716025.750000 Penalty: 4938.756348
	Iteration 71Q: 3 clusters Score -3716026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3716022.500000 Penalty: 4938.756348
	Iteration 72Q: 3 clusters Score -3716022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3716017.500000 Penalty: 4938.756348
	Iteration 73Q: 3 clusters Score -3716018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3716020.250000 Penalty: 4938.756348
	Iteration 74Q: 3 clusters Score -3716020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3716021.250000 Penalty: 4938.756348
	Iteration 75Q: 3 clusters Score -3716021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3716021.750000 Penalty: 4938.756348
	Iteration 76Q: 3 clusters Score -3716022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3716022.500000 Penalty: 4938.756348
	Iteration 77Q: 3 clusters Score -3716022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3716021.500000 Penalty: 4938.756348
	Iteration 78Q: 3 clusters Score -3716022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3716020.500000 Penalty: 4938.756348
	Iteration 79Q: 3 clusters Score -3716020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3716020.750000 Penalty: 4938.756348
	Iteration 80F: 3 clusters Score -3716021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3716022.500000 Penalty: 4938.756348
	Iteration 81Q: 3 clusters Score -3716022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3716024.250000 Penalty: 4938.756348
	Iteration 82Q: 3 clusters Score -3716024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3716026.250000 Penalty: 4938.756348
	Iteration 83Q: 3 clusters Score -3716026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3716023.500000 Penalty: 4938.756348
	Iteration 84Q: 3 clusters Score -3716024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3716023.500000 Penalty: 4938.756348
	Iteration 85F: 3 clusters Score -3716024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 40766 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 42260 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22795 members 
Mstep: Class 13 contains 47674 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 37335 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48052 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 49021 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 16469 members 
Mstep: Class 22 contains 51904 members 
Mstep: Class 23 contains 39077 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 12243 members 
Mstep: Class 27 contains 40247 members 
Mstep: Class 28 contains 42892 members 
Mstep: Class 29 contains 58787 members 
Mstep: Class 30 contains 50638 members 
Mstep: Class 31 contains 23363 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 68793 members 
Mstep: Class 35 contains 45435 members 
Mstep: Class 36 contains 38454 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50555 members 
Mstep: Class 39 contains 935 members 
Mstep: Class 40 contains 8860 members 
Entering Unmasked Estep 
Score: -196410736.000000 Penalty: 138191.531250
Splitting cluster 26 changes total score from -196411952.000000 to -196410736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (40247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Entering Unmasked Estep 
Score: -7210684.500000 Penalty: 2629.492188
	Iteration 0F: 2 clusters Score -7210684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -7183505.000000 Penalty: 5258.984375
	Iteration 0F: 3 clusters Score -7183505 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -7193442.000000 Penalty: 5258.984375
	Iteration 1F: 3 clusters Score -7193442 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -7193954.500000 Penalty: 5258.984375
	Iteration 2Q: 3 clusters Score -7193954 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -7194473.500000 Penalty: 5258.984375
	Iteration 3Q: 3 clusters Score -7194474 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -7195002.000000 Penalty: 5258.984375
	Iteration 4Q: 3 clusters Score -7195002 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7195598.000000 Penalty: 5258.984375
	Iteration 5Q: 3 clusters Score -7195598 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -7196131.500000 Penalty: 5258.984375
	Iteration 6Q: 3 clusters Score -7196132 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -7196727.500000 Penalty: 5258.984375
	Iteration 7Q: 3 clusters Score -7196728 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -7197360.000000 Penalty: 5258.984375
	Iteration 8Q: 3 clusters Score -7197360 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -7198125.000000 Penalty: 5258.984375
	Iteration 9Q: 3 clusters Score -7198125 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -7198968.500000 Penalty: 5258.984375
	Iteration 10Q: 3 clusters Score -7198968 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -7199926.500000 Penalty: 5258.984375
	Iteration 11Q: 3 clusters Score -7199926 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -7201058.500000 Penalty: 5258.984375
	Iteration 12Q: 3 clusters Score -7201058 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -7202111.500000 Penalty: 5258.984375
	Iteration 13Q: 3 clusters Score -7202112 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -7202983.000000 Penalty: 5258.984375
	Iteration 14Q: 3 clusters Score -7202983 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -7203596.500000 Penalty: 5258.984375
	Iteration 15Q: 3 clusters Score -7203596 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -7203971.000000 Penalty: 5258.984375
	Iteration 16Q: 3 clusters Score -7203971 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -7204310.500000 Penalty: 5258.984375
	Iteration 17Q: 3 clusters Score -7204310 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -7204683.000000 Penalty: 5258.984375
	Iteration 18Q: 3 clusters Score -7204683 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -7204995.000000 Penalty: 5258.984375
	Iteration 19Q: 3 clusters Score -7204995 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -7205310.500000 Penalty: 5258.984375
	Iteration 20F: 3 clusters Score -7205310 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -7205606.000000 Penalty: 5258.984375
	Iteration 21Q: 3 clusters Score -7205606 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -7205969.500000 Penalty: 5258.984375
	Iteration 22Q: 3 clusters Score -7205970 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7206261.500000 Penalty: 5258.984375
	Iteration 23Q: 3 clusters Score -7206262 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7206547.500000 Penalty: 5258.984375
	Iteration 24Q: 3 clusters Score -7206548 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7206830.500000 Penalty: 5258.984375
	Iteration 25Q: 3 clusters Score -7206830 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7207109.500000 Penalty: 5258.984375
	Iteration 26Q: 3 clusters Score -7207110 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7207420.500000 Penalty: 5258.984375
	Iteration 27Q: 3 clusters Score -7207420 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7207649.500000 Penalty: 5258.984375
	Iteration 28Q: 3 clusters Score -7207650 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7207859.000000 Penalty: 5258.984375
	Iteration 29Q: 3 clusters Score -7207859 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7208021.000000 Penalty: 5258.984375
	Iteration 30Q: 3 clusters Score -7208021 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7208146.000000 Penalty: 5258.984375
	Iteration 31Q: 3 clusters Score -7208146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7208250.000000 Penalty: 5258.984375
	Iteration 32Q: 3 clusters Score -7208250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7208298.000000 Penalty: 5258.984375
	Iteration 33Q: 3 clusters Score -7208298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7208332.000000 Penalty: 5258.984375
	Iteration 34Q: 3 clusters Score -7208332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7208376.000000 Penalty: 5258.984375
	Iteration 35Q: 3 clusters Score -7208376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7208394.500000 Penalty: 5258.984375
	Iteration 36Q: 3 clusters Score -7208394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7208419.500000 Penalty: 5258.984375
	Iteration 37Q: 3 clusters Score -7208420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7208432.500000 Penalty: 5258.984375
	Iteration 38Q: 3 clusters Score -7208432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7208451.500000 Penalty: 5258.984375
	Iteration 39Q: 3 clusters Score -7208452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7208453.500000 Penalty: 5258.984375
	Iteration 40F: 3 clusters Score -7208454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7208460.500000 Penalty: 5258.984375
	Iteration 41Q: 3 clusters Score -7208460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7208465.000000 Penalty: 5258.984375
	Iteration 42Q: 3 clusters Score -7208465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7208477.000000 Penalty: 5258.984375
	Iteration 43Q: 3 clusters Score -7208477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7208485.000000 Penalty: 5258.984375
	Iteration 44Q: 3 clusters Score -7208485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7208491.500000 Penalty: 5258.984375
	Iteration 45Q: 3 clusters Score -7208492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7208497.500000 Penalty: 5258.984375
	Iteration 46Q: 3 clusters Score -7208498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7208495.000000 Penalty: 5258.984375
	Iteration 47Q: 3 clusters Score -7208495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7208491.500000 Penalty: 5258.984375
	Iteration 48Q: 3 clusters Score -7208492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7208497.500000 Penalty: 5258.984375
	Iteration 49Q: 3 clusters Score -7208498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7208500.000000 Penalty: 5258.984375
	Iteration 50Q: 3 clusters Score -7208500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7208500.000000 Penalty: 5258.984375
	Iteration 51F: 3 clusters Score -7208500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Entering Unmasked Estep 
Score: -7642629.500000 Penalty: 2645.277344
	Iteration 0F: 2 clusters Score -7642630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7614085.000000 Penalty: 5290.554688
	Iteration 0F: 3 clusters Score -7614085 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -7625031.500000 Penalty: 5290.554688
	Iteration 1F: 3 clusters Score -7625032 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -7625691.500000 Penalty: 5290.554688
	Iteration 2Q: 3 clusters Score -7625692 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -7626375.000000 Penalty: 5290.554688
	Iteration 3Q: 3 clusters Score -7626375 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -7627203.000000 Penalty: 5290.554688
	Iteration 4Q: 3 clusters Score -7627203 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -7628285.500000 Penalty: 5290.554688
	Iteration 5F: 3 clusters Score -7628286 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -7629630.500000 Penalty: 5290.554688
	Iteration 6F: 3 clusters Score -7629630 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -7631368.500000 Penalty: 5290.554688
	Iteration 7F: 3 clusters Score -7631368 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -7633465.000000 Penalty: 5290.554688
	Iteration 8F: 3 clusters Score -7633465 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -7635752.500000 Penalty: 5290.554688
	Iteration 9F: 3 clusters Score -7635752 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7637802.000000 Penalty: 5290.554688
	Iteration 10F: 3 clusters Score -7637802 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7639195.000000 Penalty: 5290.554688
	Iteration 11Q: 3 clusters Score -7639195 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7639955.000000 Penalty: 5290.554688
	Iteration 12Q: 3 clusters Score -7639955 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7640333.000000 Penalty: 5290.554688
	Iteration 13Q: 3 clusters Score -7640333 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7640522.000000 Penalty: 5290.554688
	Iteration 14Q: 3 clusters Score -7640522 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7640588.000000 Penalty: 5290.554688
	Iteration 15Q: 3 clusters Score -7640588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7640665.000000 Penalty: 5290.554688
	Iteration 16Q: 3 clusters Score -7640665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7640688.000000 Penalty: 5290.554688
	Iteration 17Q: 3 clusters Score -7640688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7640697.000000 Penalty: 5290.554688
	Iteration 18Q: 3 clusters Score -7640697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7640716.000000 Penalty: 5290.554688
	Iteration 19Q: 3 clusters Score -7640716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7640727.000000 Penalty: 5290.554688
	Iteration 20F: 3 clusters Score -7640727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7640725.500000 Penalty: 5290.554688
	Iteration 21Q: 3 clusters Score -7640726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7640723.000000 Penalty: 5290.554688
	Iteration 22Q: 3 clusters Score -7640723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7640728.000000 Penalty: 5290.554688
	Iteration 23Q: 3 clusters Score -7640728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7640736.500000 Penalty: 5290.554688
	Iteration 24Q: 3 clusters Score -7640736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7640742.000000 Penalty: 5290.554688
	Iteration 25Q: 3 clusters Score -7640742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7640747.000000 Penalty: 5290.554688
	Iteration 26Q: 3 clusters Score -7640747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7640742.000000 Penalty: 5290.554688
	Iteration 27Q: 3 clusters Score -7640742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7640745.000000 Penalty: 5290.554688
	Iteration 28Q: 3 clusters Score -7640745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7640752.000000 Penalty: 5290.554688
	Iteration 29Q: 3 clusters Score -7640752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7640757.000000 Penalty: 5290.554688
	Iteration 30Q: 3 clusters Score -7640757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7640756.000000 Penalty: 5290.554688
	Iteration 31Q: 3 clusters Score -7640756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7640758.500000 Penalty: 5290.554688
	Iteration 32Q: 3 clusters Score -7640758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7640759.000000 Penalty: 5290.554688
	Iteration 33Q: 3 clusters Score -7640759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7640758.000000 Penalty: 5290.554688
	Iteration 34Q: 3 clusters Score -7640758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7640758.000000 Penalty: 5290.554688
	Iteration 35F: 3 clusters Score -7640758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (58787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Entering Unmasked Estep 
Score: -10591211.000000 Penalty: 2723.455566
	Iteration 0F: 2 clusters Score -1.059121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -10561033.000000 Penalty: 5446.911133
	Iteration 0F: 3 clusters Score -1.056103e+07 nChanged 27172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -10576042.000000 Penalty: 5446.911133
	Iteration 1F: 3 clusters Score -1.057604e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -10576694.000000 Penalty: 5446.911133
	Iteration 2Q: 3 clusters Score -1.057669e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -10577443.000000 Penalty: 5446.911133
	Iteration 3Q: 3 clusters Score -1.057744e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -10578211.000000 Penalty: 5446.911133
	Iteration 4Q: 3 clusters Score -1.057821e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -10579251.000000 Penalty: 5446.911133
	Iteration 5Q: 3 clusters Score -1.057925e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -10580692.000000 Penalty: 5446.911133
	Iteration 6F: 3 clusters Score -1.058069e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -10582595.000000 Penalty: 5446.911133
	Iteration 7F: 3 clusters Score -1.05826e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -10584607.000000 Penalty: 5446.911133
	Iteration 8F: 3 clusters Score -1.058461e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -10586165.000000 Penalty: 5446.911133
	Iteration 9F: 3 clusters Score -1.058616e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -10587069.000000 Penalty: 5446.911133
	Iteration 10F: 3 clusters Score -1.058707e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -10587515.000000 Penalty: 5446.911133
	Iteration 11Q: 3 clusters Score -1.058752e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -10587929.000000 Penalty: 5446.911133
	Iteration 12Q: 3 clusters Score -1.058793e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -10588217.000000 Penalty: 5446.911133
	Iteration 13Q: 3 clusters Score -1.058822e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -10588455.000000 Penalty: 5446.911133
	Iteration 14Q: 3 clusters Score -1.058846e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -10588587.000000 Penalty: 5446.911133
	Iteration 15Q: 3 clusters Score -1.058859e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -10588725.000000 Penalty: 5446.911133
	Iteration 16Q: 3 clusters Score -1.058872e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -10588794.000000 Penalty: 5446.911133
	Iteration 17Q: 3 clusters Score -1.058879e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -10588883.000000 Penalty: 5446.911133
	Iteration 18Q: 3 clusters Score -1.058888e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -10588945.000000 Penalty: 5446.911133
	Iteration 19Q: 3 clusters Score -1.058894e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -10588951.000000 Penalty: 5446.911133
	Iteration 20F: 3 clusters Score -1.058895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -10588985.000000 Penalty: 5446.911133
	Iteration 21Q: 3 clusters Score -1.058898e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -10589001.000000 Penalty: 5446.911133
	Iteration 22Q: 3 clusters Score -1.0589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -10589047.000000 Penalty: 5446.911133
	Iteration 23Q: 3 clusters Score -1.058905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -10589060.000000 Penalty: 5446.911133
	Iteration 24Q: 3 clusters Score -1.058906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -10589067.000000 Penalty: 5446.911133
	Iteration 25Q: 3 clusters Score -1.058907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -10589081.000000 Penalty: 5446.911133
	Iteration 26Q: 3 clusters Score -1.058908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -10589075.000000 Penalty: 5446.911133
	Iteration 27Q: 3 clusters Score -1.058908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -10589087.000000 Penalty: 5446.911133
	Iteration 28Q: 3 clusters Score -1.058909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -10589078.000000 Penalty: 5446.911133
	Iteration 29Q: 3 clusters Score -1.058908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -10589082.000000 Penalty: 5446.911133
	Iteration 30Q: 3 clusters Score -1.058908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -10589080.000000 Penalty: 5446.911133
	Iteration 31Q: 3 clusters Score -1.058908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -10589082.000000 Penalty: 5446.911133
	Iteration 32Q: 3 clusters Score -1.058908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -10589076.000000 Penalty: 5446.911133
	Iteration 33Q: 3 clusters Score -1.058908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -10589076.000000 Penalty: 5446.911133
	Iteration 34F: 3 clusters Score -1.058908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (50638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Entering Unmasked Estep 
Score: -9121182.000000 Penalty: 2686.449463
	Iteration 0F: 2 clusters Score -9121182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -9090615.000000 Penalty: 5372.898926
	Iteration 0F: 3 clusters Score -9090615 nChanged 23420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9103608.000000 Penalty: 5372.898926
	Iteration 1F: 3 clusters Score -9103608 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -9104161.000000 Penalty: 5372.898926
	Iteration 2Q: 3 clusters Score -9104161 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -9104606.000000 Penalty: 5372.898926
	Iteration 3Q: 3 clusters Score -9104606 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -9104977.000000 Penalty: 5372.898926
	Iteration 4Q: 3 clusters Score -9104977 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -9105366.000000 Penalty: 5372.898926
	Iteration 5Q: 3 clusters Score -9105366 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -9105879.000000 Penalty: 5372.898926
	Iteration 6Q: 3 clusters Score -9105879 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -9106629.000000 Penalty: 5372.898926
	Iteration 7Q: 3 clusters Score -9106629 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -9107828.000000 Penalty: 5372.898926
	Iteration 8Q: 3 clusters Score -9107828 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -9109692.000000 Penalty: 5372.898926
	Iteration 9F: 3 clusters Score -9109692 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -9112227.000000 Penalty: 5372.898926
	Iteration 10F: 3 clusters Score -9112227 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -9114789.000000 Penalty: 5372.898926
	Iteration 11F: 3 clusters Score -9114789 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -9116685.000000 Penalty: 5372.898926
	Iteration 12F: 3 clusters Score -9116685 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -9117818.000000 Penalty: 5372.898926
	Iteration 13Q: 3 clusters Score -9117818 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9118377.000000 Penalty: 5372.898926
	Iteration 14Q: 3 clusters Score -9118377 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -9118571.000000 Penalty: 5372.898926
	Iteration 15Q: 3 clusters Score -9118571 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -9118685.000000 Penalty: 5372.898926
	Iteration 16Q: 3 clusters Score -9118685 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -9118748.000000 Penalty: 5372.898926
	Iteration 17Q: 3 clusters Score -9118748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -9118801.000000 Penalty: 5372.898926
	Iteration 18Q: 3 clusters Score -9118801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -9118820.000000 Penalty: 5372.898926
	Iteration 19Q: 3 clusters Score -9118820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9118850.000000 Penalty: 5372.898926
	Iteration 20F: 3 clusters Score -9118850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -9118871.000000 Penalty: 5372.898926
	Iteration 21Q: 3 clusters Score -9118871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9118887.000000 Penalty: 5372.898926
	Iteration 22Q: 3 clusters Score -9118887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -9118907.000000 Penalty: 5372.898926
	Iteration 23Q: 3 clusters Score -9118907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -9118924.000000 Penalty: 5372.898926
	Iteration 24Q: 3 clusters Score -9118924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -9118931.000000 Penalty: 5372.898926
	Iteration 25Q: 3 clusters Score -9118931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -9118930.000000 Penalty: 5372.898926
	Iteration 26Q: 3 clusters Score -9118930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -9118933.000000 Penalty: 5372.898926
	Iteration 27Q: 3 clusters Score -9118933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -9118927.000000 Penalty: 5372.898926
	Iteration 28Q: 3 clusters Score -9118927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9118925.000000 Penalty: 5372.898926
	Iteration 29Q: 3 clusters Score -9118925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -9118928.000000 Penalty: 5372.898926
	Iteration 30Q: 3 clusters Score -9118928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -9118934.000000 Penalty: 5372.898926
	Iteration 31Q: 3 clusters Score -9118934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -9118937.000000 Penalty: 5372.898926
	Iteration 32Q: 3 clusters Score -9118937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -9118945.000000 Penalty: 5372.898926
	Iteration 33Q: 3 clusters Score -9118945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -9118961.000000 Penalty: 5372.898926
	Iteration 34Q: 3 clusters Score -9118961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -9118950.000000 Penalty: 5372.898926
	Iteration 35Q: 3 clusters Score -9118950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -9118950.000000 Penalty: 5372.898926
	Iteration 36Q: 3 clusters Score -9118950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9118949.000000 Penalty: 5372.898926
	Iteration 37Q: 3 clusters Score -9118949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9118949.000000 Penalty: 5372.898926
	Iteration 38F: 3 clusters Score -9118949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Entering Unmasked Estep 
Score: -4143171.500000 Penalty: 2494.609375
	Iteration 0F: 2 clusters Score -4143172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4126932.750000 Penalty: 4989.218750
	Iteration 0F: 3 clusters Score -4126933 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -4132606.000000 Penalty: 4989.218750
	Iteration 1F: 3 clusters Score -4132606 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4133047.750000 Penalty: 4989.218750
	Iteration 2F: 3 clusters Score -4133048 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4133441.750000 Penalty: 4989.218750
	Iteration 3Q: 3 clusters Score -4133442 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4133796.250000 Penalty: 4989.218750
	Iteration 4Q: 3 clusters Score -4133796 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4134183.250000 Penalty: 4989.218750
	Iteration 5Q: 3 clusters Score -4134183 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4134644.000000 Penalty: 4989.218750
	Iteration 6Q: 3 clusters Score -4134644 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -4135313.500000 Penalty: 4989.218750
	Iteration 7F: 3 clusters Score -4135314 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -4136222.750000 Penalty: 4989.218750
	Iteration 8F: 3 clusters Score -4136223 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4137226.750000 Penalty: 4989.218750
	Iteration 9F: 3 clusters Score -4137227 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -4138310.750000 Penalty: 4989.218750
	Iteration 10F: 3 clusters Score -4138311 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4139391.000000 Penalty: 4989.218750
	Iteration 11F: 3 clusters Score -4139391 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -4140200.500000 Penalty: 4989.218750
	Iteration 12Q: 3 clusters Score -4140200 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4140684.000000 Penalty: 4989.218750
	Iteration 13Q: 3 clusters Score -4140684 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4141042.500000 Penalty: 4989.218750
	Iteration 14Q: 3 clusters Score -4141042 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4141244.000000 Penalty: 4989.218750
	Iteration 15Q: 3 clusters Score -4141244 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4141395.500000 Penalty: 4989.218750
	Iteration 16Q: 3 clusters Score -4141396 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4141474.250000 Penalty: 4989.218750
	Iteration 17Q: 3 clusters Score -4141474 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4141528.500000 Penalty: 4989.218750
	Iteration 18Q: 3 clusters Score -4141528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -4141568.000000 Penalty: 4989.218750
	Iteration 19Q: 3 clusters Score -4141568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -4141605.000000 Penalty: 4989.218750
	Iteration 20F: 3 clusters Score -4141605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4141635.000000 Penalty: 4989.218750
	Iteration 21Q: 3 clusters Score -4141635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4141646.750000 Penalty: 4989.218750
	Iteration 22Q: 3 clusters Score -4141647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4141644.500000 Penalty: 4989.218750
	Iteration 23Q: 3 clusters Score -4141644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4141645.000000 Penalty: 4989.218750
	Iteration 24Q: 3 clusters Score -4141645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4141660.500000 Penalty: 4989.218750
	Iteration 25Q: 3 clusters Score -4141660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4141663.500000 Penalty: 4989.218750
	Iteration 26Q: 3 clusters Score -4141664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4141667.500000 Penalty: 4989.218750
	Iteration 27Q: 3 clusters Score -4141668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4141673.500000 Penalty: 4989.218750
	Iteration 28Q: 3 clusters Score -4141674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4141673.500000 Penalty: 4989.218750
	Iteration 29Q: 3 clusters Score -4141674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4141671.500000 Penalty: 4989.218750
	Iteration 30Q: 3 clusters Score -4141672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4141673.000000 Penalty: 4989.218750
	Iteration 31Q: 3 clusters Score -4141673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4141680.250000 Penalty: 4989.218750
	Iteration 32Q: 3 clusters Score -4141680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4141681.250000 Penalty: 4989.218750
	Iteration 33Q: 3 clusters Score -4141681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4141687.000000 Penalty: 4989.218750
	Iteration 34Q: 3 clusters Score -4141687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -4141682.750000 Penalty: 4989.218750
	Iteration 35Q: 3 clusters Score -4141683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -4141681.250000 Penalty: 4989.218750
	Iteration 36Q: 3 clusters Score -4141681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -4141688.250000 Penalty: 4989.218750
	Iteration 37Q: 3 clusters Score -4141688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -4141686.750000 Penalty: 4989.218750
	Iteration 38Q: 3 clusters Score -4141687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4141686.750000 Penalty: 4989.218750
	Iteration 39Q: 3 clusters Score -4141687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4141685.250000 Penalty: 4989.218750
	Iteration 40F: 3 clusters Score -4141685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -4141686.000000 Penalty: 4989.218750
	Iteration 41Q: 3 clusters Score -4141686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -4141687.000000 Penalty: 4989.218750
	Iteration 42Q: 3 clusters Score -4141687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4141691.500000 Penalty: 4989.218750
	Iteration 43Q: 3 clusters Score -4141692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4141692.000000 Penalty: 4989.218750
	Iteration 44Q: 3 clusters Score -4141692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4141696.250000 Penalty: 4989.218750
	Iteration 45Q: 3 clusters Score -4141696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4141698.000000 Penalty: 4989.218750
	Iteration 46Q: 3 clusters Score -4141698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4141696.750000 Penalty: 4989.218750
	Iteration 47Q: 3 clusters Score -4141697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4141697.000000 Penalty: 4989.218750
	Iteration 48Q: 3 clusters Score -4141697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4141698.000000 Penalty: 4989.218750
	Iteration 49Q: 3 clusters Score -4141698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4141699.000000 Penalty: 4989.218750
	Iteration 50Q: 3 clusters Score -4141699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4141699.000000 Penalty: 4989.218750
	Iteration 51F: 3 clusters Score -4141699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -224724.906250 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -224724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -222635.703125 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -222635.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -223076.953125 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -223077 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -223207.953125 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -223208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -223292.328125 Penalty: 3567.322266
	Iteration 3Q: 3 clusters Score -223292.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -223347.906250 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -223347.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -223382.656250 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -223382.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -223409.359375 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -223409.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -223439.265625 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -223439.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -223482.359375 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -223482.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -223517.578125 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -223517.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -223592.078125 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -223592.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -223690.390625 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -223690.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -223762.937500 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -223762.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -223903.171875 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -223903.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -224027.968750 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -224028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -224100.734375 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -224100.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -224163.640625 Penalty: 3567.322266
	Iteration 16Q: 3 clusters Score -224163.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -224188.437500 Penalty: 3567.322266
	Iteration 17Q: 3 clusters Score -224188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -224204.625000 Penalty: 3567.322266
	Iteration 18Q: 3 clusters Score -224204.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -224221.750000 Penalty: 3567.322266
	Iteration 19Q: 3 clusters Score -224221.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -224235.328125 Penalty: 3567.322266
	Iteration 20F: 3 clusters Score -224235.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -224247.921875 Penalty: 3567.322266
	Iteration 21Q: 3 clusters Score -224247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -224255.187500 Penalty: 3567.322266
	Iteration 22Q: 3 clusters Score -224255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -224266.140625 Penalty: 3567.322266
	Iteration 23Q: 3 clusters Score -224266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -224278.890625 Penalty: 3567.322266
	Iteration 24Q: 3 clusters Score -224278.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -224298.093750 Penalty: 3567.322266
	Iteration 25Q: 3 clusters Score -224298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -224317.265625 Penalty: 3567.322266
	Iteration 26Q: 3 clusters Score -224317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -224331.015625 Penalty: 3567.322266
	Iteration 27Q: 3 clusters Score -224331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -224343.203125 Penalty: 3567.322266
	Iteration 28Q: 3 clusters Score -224343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -224356.296875 Penalty: 3567.322266
	Iteration 29Q: 3 clusters Score -224356.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -224375.750000 Penalty: 3567.322266
	Iteration 30Q: 3 clusters Score -224375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -224398.906250 Penalty: 3567.322266
	Iteration 31Q: 3 clusters Score -224398.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -224421.781250 Penalty: 3567.322266
	Iteration 32Q: 3 clusters Score -224421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -224434.546875 Penalty: 3567.322266
	Iteration 33Q: 3 clusters Score -224434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -224444.156250 Penalty: 3567.322266
	Iteration 34Q: 3 clusters Score -224444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -224454.375000 Penalty: 3567.322266
	Iteration 35Q: 3 clusters Score -224454.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -224474.109375 Penalty: 3567.322266
	Iteration 36Q: 3 clusters Score -224474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -224505.234375 Penalty: 3567.322266
	Iteration 37Q: 3 clusters Score -224505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -224530.093750 Penalty: 3567.322266
	Iteration 38Q: 3 clusters Score -224530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -224541.375000 Penalty: 3567.322266
	Iteration 39Q: 3 clusters Score -224541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -224562.968750 Penalty: 3567.322266
	Iteration 40F: 3 clusters Score -224563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -224580.281250 Penalty: 3567.322266
	Iteration 41Q: 3 clusters Score -224580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -224597.156250 Penalty: 3567.322266
	Iteration 42Q: 3 clusters Score -224597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224625.687500 Penalty: 3567.322266
	Iteration 43Q: 3 clusters Score -224625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -224642.015625 Penalty: 3567.322266
	Iteration 44Q: 3 clusters Score -224642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -224643.984375 Penalty: 3567.322266
	Iteration 45Q: 3 clusters Score -224644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -224647.046875 Penalty: 3567.322266
	Iteration 46Q: 3 clusters Score -224647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -224650.656250 Penalty: 3567.322266
	Iteration 47Q: 3 clusters Score -224650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -224651.906250 Penalty: 3567.322266
	Iteration 48Q: 3 clusters Score -224651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -224651.906250 Penalty: 3567.322266
	Iteration 49F: 3 clusters Score -224651.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Entering Unmasked Estep 
Score: -2110070.750000 Penalty: 2326.678711
	Iteration 0F: 2 clusters Score -2110071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2101223.250000 Penalty: 4653.357422
	Iteration 0F: 3 clusters Score -2101223 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2103843.250000 Penalty: 4653.357422
	Iteration 1F: 3 clusters Score -2103843 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2104187.500000 Penalty: 4653.357422
	Iteration 2F: 3 clusters Score -2104188 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2104484.250000 Penalty: 4653.357422
	Iteration 3F: 3 clusters Score -2104484 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2104756.000000 Penalty: 4653.357422
	Iteration 4Q: 3 clusters Score -2104756 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2104996.250000 Penalty: 4653.357422
	Iteration 5Q: 3 clusters Score -2104996 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2105225.000000 Penalty: 4653.357422
	Iteration 6Q: 3 clusters Score -2105225 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2105518.750000 Penalty: 4653.357422
	Iteration 7Q: 3 clusters Score -2105519 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2105901.000000 Penalty: 4653.357422
	Iteration 8Q: 3 clusters Score -2105901 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2106363.000000 Penalty: 4653.357422
	Iteration 9F: 3 clusters Score -2106363 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2106907.750000 Penalty: 4653.357422
	Iteration 10F: 3 clusters Score -2106908 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2107440.750000 Penalty: 4653.357422
	Iteration 11Q: 3 clusters Score -2107441 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2107878.000000 Penalty: 4653.357422
	Iteration 12Q: 3 clusters Score -2107878 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2108102.750000 Penalty: 4653.357422
	Iteration 13Q: 3 clusters Score -2108103 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2108193.500000 Penalty: 4653.357422
	Iteration 14Q: 3 clusters Score -2108194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2108238.250000 Penalty: 4653.357422
	Iteration 15Q: 3 clusters Score -2108238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2108269.250000 Penalty: 4653.357422
	Iteration 16Q: 3 clusters Score -2108269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2108284.750000 Penalty: 4653.357422
	Iteration 17Q: 3 clusters Score -2108285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2108296.250000 Penalty: 4653.357422
	Iteration 18Q: 3 clusters Score -2108296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2108296.250000 Penalty: 4653.357422
	Iteration 19Q: 3 clusters Score -2108296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2108295.750000 Penalty: 4653.357422
	Iteration 20F: 3 clusters Score -2108296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2108303.000000 Penalty: 4653.357422
	Iteration 21Q: 3 clusters Score -2108303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2108311.250000 Penalty: 4653.357422
	Iteration 22Q: 3 clusters Score -2108311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2108306.500000 Penalty: 4653.357422
	Iteration 23Q: 3 clusters Score -2108306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2108307.500000 Penalty: 4653.357422
	Iteration 24Q: 3 clusters Score -2108308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2108306.750000 Penalty: 4653.357422
	Iteration 25Q: 3 clusters Score -2108307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2108305.750000 Penalty: 4653.357422
	Iteration 26Q: 3 clusters Score -2108306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2108305.500000 Penalty: 4653.357422
	Iteration 27Q: 3 clusters Score -2108306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2108305.750000 Penalty: 4653.357422
	Iteration 28Q: 3 clusters Score -2108306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2108308.000000 Penalty: 4653.357422
	Iteration 29Q: 3 clusters Score -2108308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2108309.000000 Penalty: 4653.357422
	Iteration 30Q: 3 clusters Score -2108309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2108312.500000 Penalty: 4653.357422
	Iteration 31Q: 3 clusters Score -2108312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2108316.000000 Penalty: 4653.357422
	Iteration 32Q: 3 clusters Score -2108316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2108313.250000 Penalty: 4653.357422
	Iteration 33Q: 3 clusters Score -2108313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2108313.750000 Penalty: 4653.357422
	Iteration 34Q: 3 clusters Score -2108314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2108314.250000 Penalty: 4653.357422
	Iteration 35Q: 3 clusters Score -2108314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2108314.750000 Penalty: 4653.357422
	Iteration 36Q: 3 clusters Score -2108315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2108314.250000 Penalty: 4653.357422
	Iteration 37Q: 3 clusters Score -2108314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2108314.750000 Penalty: 4653.357422
	Iteration 38Q: 3 clusters Score -2108315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2108319.000000 Penalty: 4653.357422
	Iteration 39Q: 3 clusters Score -2108319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2108319.000000 Penalty: 4653.357422
	Iteration 40F: 3 clusters Score -2108319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (68793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Entering Unmasked Estep 
Score: -12123039.000000 Penalty: 2762.436523
	Iteration 0F: 2 clusters Score -1.212304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -12081552.000000 Penalty: 5524.873047
	Iteration 0F: 3 clusters Score -1.208155e+07 nChanged 32258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -12099174.000000 Penalty: 5524.873047
	Iteration 1F: 3 clusters Score -1.209917e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -12099821.000000 Penalty: 5524.873047
	Iteration 2Q: 3 clusters Score -1.209982e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -12100392.000000 Penalty: 5524.873047
	Iteration 3Q: 3 clusters Score -1.210039e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -12100912.000000 Penalty: 5524.873047
	Iteration 4Q: 3 clusters Score -1.210091e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -12101498.000000 Penalty: 5524.873047
	Iteration 5Q: 3 clusters Score -1.21015e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -12102333.000000 Penalty: 5524.873047
	Iteration 6Q: 3 clusters Score -1.210233e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -12103588.000000 Penalty: 5524.873047
	Iteration 7Q: 3 clusters Score -1.210359e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -12105356.000000 Penalty: 5524.873047
	Iteration 8F: 3 clusters Score -1.210536e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -12107855.000000 Penalty: 5524.873047
	Iteration 9F: 3 clusters Score -1.210786e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -12110877.000000 Penalty: 5524.873047
	Iteration 10F: 3 clusters Score -1.211088e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -12113661.000000 Penalty: 5524.873047
	Iteration 11F: 3 clusters Score -1.211366e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -12115888.000000 Penalty: 5524.873047
	Iteration 12Q: 3 clusters Score -1.211589e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -12117460.000000 Penalty: 5524.873047
	Iteration 13Q: 3 clusters Score -1.211746e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -12118484.000000 Penalty: 5524.873047
	Iteration 14Q: 3 clusters Score -1.211848e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -12119169.000000 Penalty: 5524.873047
	Iteration 15Q: 3 clusters Score -1.211917e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -12119550.000000 Penalty: 5524.873047
	Iteration 16Q: 3 clusters Score -1.211955e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -12119780.000000 Penalty: 5524.873047
	Iteration 17Q: 3 clusters Score -1.211978e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -12119974.000000 Penalty: 5524.873047
	Iteration 18Q: 3 clusters Score -1.211997e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -12120081.000000 Penalty: 5524.873047
	Iteration 19Q: 3 clusters Score -1.212008e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -12120137.000000 Penalty: 5524.873047
	Iteration 20F: 3 clusters Score -1.212014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -12120180.000000 Penalty: 5524.873047
	Iteration 21Q: 3 clusters Score -1.212018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -12120216.000000 Penalty: 5524.873047
	Iteration 22Q: 3 clusters Score -1.212022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -12120248.000000 Penalty: 5524.873047
	Iteration 23Q: 3 clusters Score -1.212025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -12120288.000000 Penalty: 5524.873047
	Iteration 24Q: 3 clusters Score -1.212029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -12120312.000000 Penalty: 5524.873047
	Iteration 25Q: 3 clusters Score -1.212031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -12120325.000000 Penalty: 5524.873047
	Iteration 26Q: 3 clusters Score -1.212032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -12120334.000000 Penalty: 5524.873047
	Iteration 27Q: 3 clusters Score -1.212033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -12120355.000000 Penalty: 5524.873047
	Iteration 28Q: 3 clusters Score -1.212036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -12120371.000000 Penalty: 5524.873047
	Iteration 29Q: 3 clusters Score -1.212037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -12120362.000000 Penalty: 5524.873047
	Iteration 30Q: 3 clusters Score -1.212036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -12120375.000000 Penalty: 5524.873047
	Iteration 31Q: 3 clusters Score -1.212038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -12120376.000000 Penalty: 5524.873047
	Iteration 32Q: 3 clusters Score -1.212038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -12120383.000000 Penalty: 5524.873047
	Iteration 33Q: 3 clusters Score -1.212038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -12120383.000000 Penalty: 5524.873047
	Iteration 34Q: 3 clusters Score -1.212038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -12120390.000000 Penalty: 5524.873047
	Iteration 35Q: 3 clusters Score -1.212039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -12120393.000000 Penalty: 5524.873047
	Iteration 36Q: 3 clusters Score -1.212039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -12120404.000000 Penalty: 5524.873047
	Iteration 37Q: 3 clusters Score -1.21204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -12120414.000000 Penalty: 5524.873047
	Iteration 38Q: 3 clusters Score -1.212041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -12120426.000000 Penalty: 5524.873047
	Iteration 39Q: 3 clusters Score -1.212043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -12120423.000000 Penalty: 5524.873047
	Iteration 40F: 3 clusters Score -1.212042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -12120428.000000 Penalty: 5524.873047
	Iteration 41Q: 3 clusters Score -1.212043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -12120435.000000 Penalty: 5524.873047
	Iteration 42Q: 3 clusters Score -1.212044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -12120431.000000 Penalty: 5524.873047
	Iteration 43Q: 3 clusters Score -1.212043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -12120443.000000 Penalty: 5524.873047
	Iteration 44Q: 3 clusters Score -1.212044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -12120449.000000 Penalty: 5524.873047
	Iteration 45Q: 3 clusters Score -1.212045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -12120447.000000 Penalty: 5524.873047
	Iteration 46Q: 3 clusters Score -1.212045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -12120448.000000 Penalty: 5524.873047
	Iteration 47Q: 3 clusters Score -1.212045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -12120448.000000 Penalty: 5524.873047
	Iteration 48F: 3 clusters Score -1.212045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (45435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Entering Unmasked Estep 
Score: -8096077.000000 Penalty: 2659.561523
	Iteration 0F: 2 clusters Score -8096077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8066412.000000 Penalty: 5319.123047
	Iteration 0F: 3 clusters Score -8066412 nChanged 21011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -8077800.000000 Penalty: 5319.123047
	Iteration 1F: 3 clusters Score -8077800 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -8078396.000000 Penalty: 5319.123047
	Iteration 2Q: 3 clusters Score -8078396 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -8079081.000000 Penalty: 5319.123047
	Iteration 3Q: 3 clusters Score -8079081 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -8079856.000000 Penalty: 5319.123047
	Iteration 4Q: 3 clusters Score -8079856 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -8080864.500000 Penalty: 5319.123047
	Iteration 5Q: 3 clusters Score -8080864 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -8082298.000000 Penalty: 5319.123047
	Iteration 6F: 3 clusters Score -8082298 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -8084161.000000 Penalty: 5319.123047
	Iteration 7F: 3 clusters Score -8084161 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -8086467.500000 Penalty: 5319.123047
	Iteration 8F: 3 clusters Score -8086468 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -8088765.000000 Penalty: 5319.123047
	Iteration 9F: 3 clusters Score -8088765 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -8090649.500000 Penalty: 5319.123047
	Iteration 10F: 3 clusters Score -8090650 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -8091948.000000 Penalty: 5319.123047
	Iteration 11Q: 3 clusters Score -8091948 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -8092762.500000 Penalty: 5319.123047
	Iteration 12Q: 3 clusters Score -8092762 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8093246.500000 Penalty: 5319.123047
	Iteration 13Q: 3 clusters Score -8093246 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8093494.500000 Penalty: 5319.123047
	Iteration 14Q: 3 clusters Score -8093494 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8093644.000000 Penalty: 5319.123047
	Iteration 15Q: 3 clusters Score -8093644 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8093728.000000 Penalty: 5319.123047
	Iteration 16Q: 3 clusters Score -8093728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -8093767.500000 Penalty: 5319.123047
	Iteration 17Q: 3 clusters Score -8093768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8093793.000000 Penalty: 5319.123047
	Iteration 18Q: 3 clusters Score -8093793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8093817.000000 Penalty: 5319.123047
	Iteration 19Q: 3 clusters Score -8093817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -8093827.000000 Penalty: 5319.123047
	Iteration 20F: 3 clusters Score -8093827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8093851.500000 Penalty: 5319.123047
	Iteration 21Q: 3 clusters Score -8093852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -8093861.500000 Penalty: 5319.123047
	Iteration 22Q: 3 clusters Score -8093862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -8093873.000000 Penalty: 5319.123047
	Iteration 23Q: 3 clusters Score -8093873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8093882.500000 Penalty: 5319.123047
	Iteration 24Q: 3 clusters Score -8093882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -8093892.000000 Penalty: 5319.123047
	Iteration 25Q: 3 clusters Score -8093892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -8093890.000000 Penalty: 5319.123047
	Iteration 26Q: 3 clusters Score -8093890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8093887.500000 Penalty: 5319.123047
	Iteration 27Q: 3 clusters Score -8093888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -8093891.500000 Penalty: 5319.123047
	Iteration 28Q: 3 clusters Score -8093892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8093899.500000 Penalty: 5319.123047
	Iteration 29Q: 3 clusters Score -8093900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -8093895.000000 Penalty: 5319.123047
	Iteration 30Q: 3 clusters Score -8093895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8093894.000000 Penalty: 5319.123047
	Iteration 31Q: 3 clusters Score -8093894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -8093902.500000 Penalty: 5319.123047
	Iteration 32Q: 3 clusters Score -8093902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -8093902.500000 Penalty: 5319.123047
	Iteration 33F: 3 clusters Score -8093902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Entering Unmasked Estep 
Score: -6947674.500000 Penalty: 2618.189941
	Iteration 0F: 2 clusters Score -6947674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -6921705.000000 Penalty: 5236.379883
	Iteration 0F: 3 clusters Score -6921705 nChanged 17507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -6931037.500000 Penalty: 5236.379883
	Iteration 1F: 3 clusters Score -6931038 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -6931561.500000 Penalty: 5236.379883
	Iteration 2Q: 3 clusters Score -6931562 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -6932050.500000 Penalty: 5236.379883
	Iteration 3Q: 3 clusters Score -6932050 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -6932589.500000 Penalty: 5236.379883
	Iteration 4Q: 3 clusters Score -6932590 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -6933160.000000 Penalty: 5236.379883
	Iteration 5Q: 3 clusters Score -6933160 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -6933863.500000 Penalty: 5236.379883
	Iteration 6Q: 3 clusters Score -6933864 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -6934729.500000 Penalty: 5236.379883
	Iteration 7Q: 3 clusters Score -6934730 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -6935961.000000 Penalty: 5236.379883
	Iteration 8F: 3 clusters Score -6935961 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -6937556.000000 Penalty: 5236.379883
	Iteration 9F: 3 clusters Score -6937556 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -6939389.500000 Penalty: 5236.379883
	Iteration 10F: 3 clusters Score -6939390 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -6940967.000000 Penalty: 5236.379883
	Iteration 11F: 3 clusters Score -6940967 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -6942137.500000 Penalty: 5236.379883
	Iteration 12Q: 3 clusters Score -6942138 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6942901.000000 Penalty: 5236.379883
	Iteration 13Q: 3 clusters Score -6942901 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -6943497.500000 Penalty: 5236.379883
	Iteration 14Q: 3 clusters Score -6943498 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6943939.000000 Penalty: 5236.379883
	Iteration 15Q: 3 clusters Score -6943939 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -6944371.000000 Penalty: 5236.379883
	Iteration 16Q: 3 clusters Score -6944371 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6944662.000000 Penalty: 5236.379883
	Iteration 17Q: 3 clusters Score -6944662 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6944931.500000 Penalty: 5236.379883
	Iteration 18Q: 3 clusters Score -6944932 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6945128.000000 Penalty: 5236.379883
	Iteration 19Q: 3 clusters Score -6945128 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6945275.000000 Penalty: 5236.379883
	Iteration 20F: 3 clusters Score -6945275 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6945382.000000 Penalty: 5236.379883
	Iteration 21Q: 3 clusters Score -6945382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6945410.500000 Penalty: 5236.379883
	Iteration 22Q: 3 clusters Score -6945410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6945472.000000 Penalty: 5236.379883
	Iteration 23Q: 3 clusters Score -6945472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6945531.000000 Penalty: 5236.379883
	Iteration 24Q: 3 clusters Score -6945531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6945593.500000 Penalty: 5236.379883
	Iteration 25Q: 3 clusters Score -6945594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6945632.000000 Penalty: 5236.379883
	Iteration 26Q: 3 clusters Score -6945632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6945656.500000 Penalty: 5236.379883
	Iteration 27Q: 3 clusters Score -6945656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6945664.000000 Penalty: 5236.379883
	Iteration 28Q: 3 clusters Score -6945664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6945676.500000 Penalty: 5236.379883
	Iteration 29Q: 3 clusters Score -6945676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6945680.000000 Penalty: 5236.379883
	Iteration 30Q: 3 clusters Score -6945680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6945685.000000 Penalty: 5236.379883
	Iteration 31Q: 3 clusters Score -6945685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6945698.500000 Penalty: 5236.379883
	Iteration 32Q: 3 clusters Score -6945698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6945705.000000 Penalty: 5236.379883
	Iteration 33Q: 3 clusters Score -6945705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6945714.500000 Penalty: 5236.379883
	Iteration 34Q: 3 clusters Score -6945714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6945723.500000 Penalty: 5236.379883
	Iteration 35Q: 3 clusters Score -6945724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6945722.500000 Penalty: 5236.379883
	Iteration 36Q: 3 clusters Score -6945722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6945722.000000 Penalty: 5236.379883
	Iteration 37Q: 3 clusters Score -6945722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6945725.000000 Penalty: 5236.379883
	Iteration 38Q: 3 clusters Score -6945725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6945723.000000 Penalty: 5236.379883
	Iteration 39Q: 3 clusters Score -6945723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6945710.000000 Penalty: 5236.379883
	Iteration 40F: 3 clusters Score -6945710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6945718.000000 Penalty: 5236.379883
	Iteration 41Q: 3 clusters Score -6945718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6945716.000000 Penalty: 5236.379883
	Iteration 42Q: 3 clusters Score -6945716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6945718.000000 Penalty: 5236.379883
	Iteration 43Q: 3 clusters Score -6945718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6945717.500000 Penalty: 5236.379883
	Iteration 44Q: 3 clusters Score -6945718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6945722.000000 Penalty: 5236.379883
	Iteration 45Q: 3 clusters Score -6945722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6945728.500000 Penalty: 5236.379883
	Iteration 46Q: 3 clusters Score -6945728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6945729.000000 Penalty: 5236.379883
	Iteration 47Q: 3 clusters Score -6945729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6945735.000000 Penalty: 5236.379883
	Iteration 48Q: 3 clusters Score -6945735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6945731.500000 Penalty: 5236.379883
	Iteration 49Q: 3 clusters Score -6945732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6945728.000000 Penalty: 5236.379883
	Iteration 50Q: 3 clusters Score -6945728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6945728.000000 Penalty: 5236.379883
	Iteration 51F: 3 clusters Score -6945728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -884144.437500 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -884144.4 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 2555 members 
Entering Unmasked Estep 
Score: -879561.312500 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -879561.3 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -880671.937500 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -880671.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -880937.187500 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -880937.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -881205.812500 Penalty: 4232.400879
	Iteration 3F: 3 clusters Score -881205.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -881469.062500 Penalty: 4232.400879
	Iteration 4F: 3 clusters Score -881469.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -881747.500000 Penalty: 4232.400879
	Iteration 5F: 3 clusters Score -881747.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -882002.625000 Penalty: 4232.400879
	Iteration 6F: 3 clusters Score -882002.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -882218.562500 Penalty: 4232.400879
	Iteration 7Q: 3 clusters Score -882218.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -882413.062500 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -882413.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -882572.250000 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -882572.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -882692.187500 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -882692.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -882779.875000 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -882779.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -882836.187500 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -882836.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -882875.500000 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -882875.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -882903.625000 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -882903.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -882922.875000 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -882922.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -882936.687500 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -882936.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -882947.875000 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -882947.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -882951.000000 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -882951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -882957.687500 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -882957.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -882960.187500 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -882960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -882965.500000 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -882965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -882965.812500 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -882965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -882968.750000 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -882968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -882969.187500 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -882969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -882972.062500 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -882972.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -882972.062500 Penalty: 4232.400879
	Iteration 26F: 3 clusters Score -882972.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Entering Unmasked Estep 
Score: -9019717.000000 Penalty: 2686.042725
	Iteration 0F: 2 clusters Score -9019717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8988730.000000 Penalty: 5372.085449
	Iteration 0F: 3 clusters Score -8988730 nChanged 23440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -9001488.000000 Penalty: 5372.085449
	Iteration 1F: 3 clusters Score -9001488 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9002003.000000 Penalty: 5372.085449
	Iteration 2Q: 3 clusters Score -9002003 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -9002450.000000 Penalty: 5372.085449
	Iteration 3Q: 3 clusters Score -9002450 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -9002883.000000 Penalty: 5372.085449
	Iteration 4Q: 3 clusters Score -9002883 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -9003426.000000 Penalty: 5372.085449
	Iteration 5Q: 3 clusters Score -9003426 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9004007.000000 Penalty: 5372.085449
	Iteration 6Q: 3 clusters Score -9004007 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -9004620.000000 Penalty: 5372.085449
	Iteration 7Q: 3 clusters Score -9004620 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -9005485.000000 Penalty: 5372.085449
	Iteration 8Q: 3 clusters Score -9005485 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -9006567.000000 Penalty: 5372.085449
	Iteration 9Q: 3 clusters Score -9006567 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -9007805.000000 Penalty: 5372.085449
	Iteration 10Q: 3 clusters Score -9007805 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -9009450.000000 Penalty: 5372.085449
	Iteration 11F: 3 clusters Score -9009450 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9011249.000000 Penalty: 5372.085449
	Iteration 12F: 3 clusters Score -9011249 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -9013217.000000 Penalty: 5372.085449
	Iteration 13F: 3 clusters Score -9013217 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -9015151.000000 Penalty: 5372.085449
	Iteration 14Q: 3 clusters Score -9015151 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -9016603.000000 Penalty: 5372.085449
	Iteration 15Q: 3 clusters Score -9016603 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -9017453.000000 Penalty: 5372.085449
	Iteration 16Q: 3 clusters Score -9017453 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -9017975.000000 Penalty: 5372.085449
	Iteration 17Q: 3 clusters Score -9017975 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -9018328.000000 Penalty: 5372.085449
	Iteration 18Q: 3 clusters Score -9018328 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -9018616.000000 Penalty: 5372.085449
	Iteration 19Q: 3 clusters Score -9018616 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -9018795.000000 Penalty: 5372.085449
	Iteration 20F: 3 clusters Score -9018795 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -9018920.000000 Penalty: 5372.085449
	Iteration 21Q: 3 clusters Score -9018920 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -9019044.000000 Penalty: 5372.085449
	Iteration 22Q: 3 clusters Score -9019044 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -9019122.000000 Penalty: 5372.085449
	Iteration 23Q: 3 clusters Score -9019122 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -9019193.000000 Penalty: 5372.085449
	Iteration 24Q: 3 clusters Score -9019193 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -9019273.000000 Penalty: 5372.085449
	Iteration 25Q: 3 clusters Score -9019273 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9019302.000000 Penalty: 5372.085449
	Iteration 26Q: 3 clusters Score -9019302 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -9019336.000000 Penalty: 5372.085449
	Iteration 27Q: 3 clusters Score -9019336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -9019360.000000 Penalty: 5372.085449
	Iteration 28Q: 3 clusters Score -9019360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -9019402.000000 Penalty: 5372.085449
	Iteration 29Q: 3 clusters Score -9019402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -9019423.000000 Penalty: 5372.085449
	Iteration 30Q: 3 clusters Score -9019423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -9019401.000000 Penalty: 5372.085449
	Iteration 31Q: 3 clusters Score -9019401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -9019408.000000 Penalty: 5372.085449
	Iteration 32Q: 3 clusters Score -9019408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -9019390.000000 Penalty: 5372.085449
	Iteration 33Q: 3 clusters Score -9019390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -9019408.000000 Penalty: 5372.085449
	Iteration 34Q: 3 clusters Score -9019408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -9019405.000000 Penalty: 5372.085449
	Iteration 35Q: 3 clusters Score -9019405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -9019403.000000 Penalty: 5372.085449
	Iteration 36Q: 3 clusters Score -9019403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -9019414.000000 Penalty: 5372.085449
	Iteration 37Q: 3 clusters Score -9019414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -9019441.000000 Penalty: 5372.085449
	Iteration 38Q: 3 clusters Score -9019441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -9019423.000000 Penalty: 5372.085449
	Iteration 39Q: 3 clusters Score -9019423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -9019418.000000 Penalty: 5372.085449
	Iteration 40F: 3 clusters Score -9019418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -9019414.000000 Penalty: 5372.085449
	Iteration 41Q: 3 clusters Score -9019414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -9019406.000000 Penalty: 5372.085449
	Iteration 42Q: 3 clusters Score -9019406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -9019404.000000 Penalty: 5372.085449
	Iteration 43Q: 3 clusters Score -9019404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -9019404.000000 Penalty: 5372.085449
	Iteration 44Q: 3 clusters Score -9019404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -9019401.000000 Penalty: 5372.085449
	Iteration 45Q: 3 clusters Score -9019401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -9019393.000000 Penalty: 5372.085449
	Iteration 46Q: 3 clusters Score -9019393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -9019381.000000 Penalty: 5372.085449
	Iteration 47Q: 3 clusters Score -9019381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -9019374.000000 Penalty: 5372.085449
	Iteration 48Q: 3 clusters Score -9019374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -9019380.000000 Penalty: 5372.085449
	Iteration 49Q: 3 clusters Score -9019380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -9019373.000000 Penalty: 5372.085449
	Iteration 50Q: 3 clusters Score -9019373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -9019383.000000 Penalty: 5372.085449
	Iteration 51Q: 3 clusters Score -9019383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -9019386.000000 Penalty: 5372.085449
	Iteration 52Q: 3 clusters Score -9019386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -9019374.000000 Penalty: 5372.085449
	Iteration 53Q: 3 clusters Score -9019374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -9019370.000000 Penalty: 5372.085449
	Iteration 54Q: 3 clusters Score -9019370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -9019369.000000 Penalty: 5372.085449
	Iteration 55Q: 3 clusters Score -9019369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -9019370.000000 Penalty: 5372.085449
	Iteration 56Q: 3 clusters Score -9019370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -9019374.000000 Penalty: 5372.085449
	Iteration 57Q: 3 clusters Score -9019374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -9019371.000000 Penalty: 5372.085449
	Iteration 58Q: 3 clusters Score -9019371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -9019371.000000 Penalty: 5372.085449
	Iteration 59F: 3 clusters Score -9019371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 40766 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 42260 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22795 members 
Mstep: Class 13 contains 47674 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 37335 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48052 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 49021 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 16469 members 
Mstep: Class 22 contains 51904 members 
Mstep: Class 23 contains 39077 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45771 members 
Mstep: Class 26 contains 21103 members 
Mstep: Class 27 contains 40247 members 
Mstep: Class 28 contains 42892 members 
Mstep: Class 29 contains 58787 members 
Mstep: Class 30 contains 50638 members 
Mstep: Class 31 contains 23363 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 68793 members 
Mstep: Class 35 contains 45435 members 
Mstep: Class 36 contains 38454 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412304.000000 Penalty: 134736.734375
Iteration 119Q: 40 clusters Score -1.964123e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 40864 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 14368 members 
Mstep: Class 5 contains 17457 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 587 members 
Mstep: Class 8 contains 42243 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 49794 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22751 members 
Mstep: Class 13 contains 47641 members 
Mstep: Class 14 contains 49192 members 
Mstep: Class 15 contains 37325 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 11800 members 
Mstep: Class 19 contains 48905 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 16462 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 39171 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45790 members 
Mstep: Class 26 contains 21118 members 
Mstep: Class 27 contains 40243 members 
Mstep: Class 28 contains 42889 members 
Mstep: Class 29 contains 58811 members 
Mstep: Class 30 contains 50682 members 
Mstep: Class 31 contains 23380 members 
Mstep: Class 32 contains 1327 members 
Mstep: Class 33 contains 11899 members 
Mstep: Class 34 contains 68777 members 
Mstep: Class 35 contains 45358 members 
Mstep: Class 36 contains 38418 members 
Mstep: Class 37 contains 5075 members 
Mstep: Class 38 contains 50565 members 
Mstep: Class 39 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413136.000000 Penalty: 134736.734375
Iteration 120F: 40 clusters Score -1.964131e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 40960 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 14352 members 
Mstep: Class 5 contains 17450 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 42233 members 
Mstep: Class 9 contains 8798 members 
Mstep: Class 10 contains 49802 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 22714 members 
Mstep: Class 13 contains 47630 members 
Mstep: Class 14 contains 49161 members 
Mstep: Class 15 contains 37301 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48043 members 
Mstep: Class 18 contains 11802 members 
Mstep: Class 19 contains 48773 members 
Mstep: Class 20 contains 42076 members 
Mstep: Class 21 contains 16451 members 
Mstep: Class 22 contains 51880 members 
Mstep: Class 23 contains 39266 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 45842 members 
Mstep: Class 26 contains 21119 members 
Mstep: Class 27 contains 40232 members 
Mstep: Class 28 contains 42895 members 
Mstep: Class 29 contains 58805 members 
Mstep: Class 30 contains 50704 members 
Mstep: Class 31 contains 23390 members 
Mstep: Class 32 contains 1327 members 
Mstep: Class 33 contains 11927 members 
Mstep: Class 34 contains 68763 members 
Mstep: Class 35 contains 45264 members 
Mstep: Class 36 contains 38401 members 
Mstep: Class 37 contains 5082 members 
Mstep: Class 38 contains 50596 members 
Mstep: Class 39 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413328.000000 Penalty: 134736.734375
Iteration 121Q: 40 clusters Score -1.964133e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 41038 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 14339 members 
Mstep: Class 5 contains 17451 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 42213 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 49802 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 47619 members 
Mstep: Class 14 contains 49142 members 
Mstep: Class 15 contains 37277 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 11801 members 
Mstep: Class 19 contains 48667 members 
Mstep: Class 20 contains 42100 members 
Mstep: Class 21 contains 16459 members 
Mstep: Class 22 contains 51865 members 
Mstep: Class 23 contains 39359 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 45915 members 
Mstep: Class 26 contains 21120 members 
Mstep: Class 27 contains 40226 members 
Mstep: Class 28 contains 42896 members 
Mstep: Class 29 contains 58798 members 
Mstep: Class 30 contains 50719 members 
Mstep: Class 31 contains 23399 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 11948 members 
Mstep: Class 34 contains 68768 members 
Mstep: Class 35 contains 45154 members 
Mstep: Class 36 contains 38388 members 
Mstep: Class 37 contains 5080 members 
Mstep: Class 38 contains 50617 members 
Mstep: Class 39 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413552.000000 Penalty: 134736.734375
Iteration 122Q: 40 clusters Score -1.964136e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 41156 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 14327 members 
Mstep: Class 5 contains 17437 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 42200 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 22651 members 
Mstep: Class 13 contains 47576 members 
Mstep: Class 14 contains 49117 members 
Mstep: Class 15 contains 37257 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48028 members 
Mstep: Class 18 contains 11803 members 
Mstep: Class 19 contains 48570 members 
Mstep: Class 20 contains 42156 members 
Mstep: Class 21 contains 16474 members 
Mstep: Class 22 contains 51845 members 
Mstep: Class 23 contains 39457 members 
Mstep: Class 24 contains 503 members 
Mstep: Class 25 contains 45950 members 
Mstep: Class 26 contains 21115 members 
Mstep: Class 27 contains 40214 members 
Mstep: Class 28 contains 42903 members 
Mstep: Class 29 contains 58824 members 
Mstep: Class 30 contains 50718 members 
Mstep: Class 31 contains 23408 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 11967 members 
Mstep: Class 34 contains 68761 members 
Mstep: Class 35 contains 45066 members 
Mstep: Class 36 contains 38385 members 
Mstep: Class 37 contains 5076 members 
Mstep: Class 38 contains 50626 members 
Mstep: Class 39 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413472.000000 Penalty: 134736.734375
Iteration 123Q: 40 clusters Score -1.964135e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 41236 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 17437 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 42195 members 
Mstep: Class 9 contains 8828 members 
Mstep: Class 10 contains 49801 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 22643 members 
Mstep: Class 13 contains 47552 members 
Mstep: Class 14 contains 49097 members 
Mstep: Class 15 contains 37252 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 48005 members 
Mstep: Class 18 contains 11802 members 
Mstep: Class 19 contains 48455 members 
Mstep: Class 20 contains 42212 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 51829 members 
Mstep: Class 23 contains 39509 members 
Mstep: Class 24 contains 501 members 
Mstep: Class 25 contains 45944 members 
Mstep: Class 26 contains 21117 members 
Mstep: Class 27 contains 40223 members 
Mstep: Class 28 contains 42906 members 
Mstep: Class 29 contains 58837 members 
Mstep: Class 30 contains 50723 members 
Mstep: Class 31 contains 23417 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 11996 members 
Mstep: Class 34 contains 68781 members 
Mstep: Class 35 contains 44962 members 
Mstep: Class 36 contains 38394 members 
Mstep: Class 37 contains 5070 members 
Mstep: Class 38 contains 50627 members 
Mstep: Class 39 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413536.000000 Penalty: 134736.734375
Iteration 124Q: 40 clusters Score -1.964135e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 41347 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 17433 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 42188 members 
Mstep: Class 9 contains 8843 members 
Mstep: Class 10 contains 49803 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22635 members 
Mstep: Class 13 contains 47515 members 
Mstep: Class 14 contains 49066 members 
Mstep: Class 15 contains 37228 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 47979 members 
Mstep: Class 18 contains 11801 members 
Mstep: Class 19 contains 48341 members 
Mstep: Class 20 contains 42269 members 
Mstep: Class 21 contains 16481 members 
Mstep: Class 22 contains 51808 members 
Mstep: Class 23 contains 39566 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 45944 members 
Mstep: Class 26 contains 21108 members 
Mstep: Class 27 contains 40265 members 
Mstep: Class 28 contains 42906 members 
Mstep: Class 29 contains 58865 members 
Mstep: Class 30 contains 50711 members 
Mstep: Class 31 contains 23427 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 12039 members 
Mstep: Class 34 contains 68781 members 
Mstep: Class 35 contains 44897 members 
Mstep: Class 36 contains 38369 members 
Mstep: Class 37 contains 5066 members 
Mstep: Class 38 contains 50625 members 
Mstep: Class 39 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413792.000000 Penalty: 134736.734375
Iteration 125Q: 40 clusters Score -1.964138e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 41442 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 17426 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 8 contains 42170 members 
Mstep: Class 9 contains 8854 members 
Mstep: Class 10 contains 49799 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22621 members 
Mstep: Class 13 contains 47471 members 
Mstep: Class 14 contains 49063 members 
Mstep: Class 15 contains 37202 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 47970 members 
Mstep: Class 18 contains 11799 members 
Mstep: Class 19 contains 48226 members 
Mstep: Class 20 contains 42290 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 51769 members 
Mstep: Class 23 contains 39620 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 45973 members 
Mstep: Class 26 contains 21096 members 
Mstep: Class 27 contains 40340 members 
Mstep: Class 28 contains 42912 members 
Mstep: Class 29 contains 58883 members 
Mstep: Class 30 contains 50673 members 
Mstep: Class 31 contains 23434 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 12071 members 
Mstep: Class 34 contains 68765 members 
Mstep: Class 35 contains 44844 members 
Mstep: Class 36 contains 38359 members 
Mstep: Class 37 contains 5064 members 
Mstep: Class 38 contains 50648 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413552.000000 Penalty: 134736.734375
Iteration 126Q: 40 clusters Score -1.964136e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 41544 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14304 members 
Mstep: Class 5 contains 17425 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42151 members 
Mstep: Class 9 contains 8850 members 
Mstep: Class 10 contains 49801 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22609 members 
Mstep: Class 13 contains 47432 members 
Mstep: Class 14 contains 49056 members 
Mstep: Class 15 contains 37175 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 47940 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 48140 members 
Mstep: Class 20 contains 42310 members 
Mstep: Class 21 contains 16500 members 
Mstep: Class 22 contains 51750 members 
Mstep: Class 23 contains 39677 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 45948 members 
Mstep: Class 26 contains 21105 members 
Mstep: Class 27 contains 40404 members 
Mstep: Class 28 contains 42920 members 
Mstep: Class 29 contains 58895 members 
Mstep: Class 30 contains 50630 members 
Mstep: Class 31 contains 23446 members 
Mstep: Class 32 contains 1327 members 
Mstep: Class 33 contains 12103 members 
Mstep: Class 34 contains 68763 members 
Mstep: Class 35 contains 44784 members 
Mstep: Class 36 contains 38364 members 
Mstep: Class 37 contains 5062 members 
Mstep: Class 38 contains 50684 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414064.000000 Penalty: 134736.734375
Iteration 127Q: 40 clusters Score -1.964141e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 41654 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14298 members 
Mstep: Class 5 contains 17439 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42130 members 
Mstep: Class 9 contains 8850 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 22614 members 
Mstep: Class 13 contains 47397 members 
Mstep: Class 14 contains 49074 members 
Mstep: Class 15 contains 37155 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47924 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 48054 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 16510 members 
Mstep: Class 22 contains 51719 members 
Mstep: Class 23 contains 39750 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 45958 members 
Mstep: Class 26 contains 21099 members 
Mstep: Class 27 contains 40493 members 
Mstep: Class 28 contains 42926 members 
Mstep: Class 29 contains 58922 members 
Mstep: Class 30 contains 50563 members 
Mstep: Class 31 contains 23468 members 
Mstep: Class 32 contains 1327 members 
Mstep: Class 33 contains 12132 members 
Mstep: Class 34 contains 68765 members 
Mstep: Class 35 contains 44693 members 
Mstep: Class 36 contains 38318 members 
Mstep: Class 37 contains 5057 members 
Mstep: Class 38 contains 50708 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414320.000000 Penalty: 134736.734375
Iteration 128Q: 40 clusters Score -1.964143e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 41728 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 17437 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42120 members 
Mstep: Class 9 contains 8850 members 
Mstep: Class 10 contains 49804 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 22606 members 
Mstep: Class 13 contains 47367 members 
Mstep: Class 14 contains 49092 members 
Mstep: Class 15 contains 37119 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47911 members 
Mstep: Class 18 contains 11787 members 
Mstep: Class 19 contains 47977 members 
Mstep: Class 20 contains 42278 members 
Mstep: Class 21 contains 16518 members 
Mstep: Class 22 contains 51689 members 
Mstep: Class 23 contains 39834 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 45988 members 
Mstep: Class 26 contains 21089 members 
Mstep: Class 27 contains 40544 members 
Mstep: Class 28 contains 42922 members 
Mstep: Class 29 contains 58946 members 
Mstep: Class 30 contains 50530 members 
Mstep: Class 31 contains 23489 members 
Mstep: Class 32 contains 1327 members 
Mstep: Class 33 contains 12163 members 
Mstep: Class 34 contains 68778 members 
Mstep: Class 35 contains 44601 members 
Mstep: Class 36 contains 38270 members 
Mstep: Class 37 contains 5057 members 
Mstep: Class 38 contains 50731 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414032.000000 Penalty: 134736.734375
Iteration 129Q: 40 clusters Score -1.96414e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 41839 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 17423 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42131 members 
Mstep: Class 9 contains 8857 members 
Mstep: Class 10 contains 49808 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 47343 members 
Mstep: Class 14 contains 49057 members 
Mstep: Class 15 contains 37098 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47907 members 
Mstep: Class 18 contains 11777 members 
Mstep: Class 19 contains 47900 members 
Mstep: Class 20 contains 42266 members 
Mstep: Class 21 contains 16540 members 
Mstep: Class 22 contains 51641 members 
Mstep: Class 23 contains 39922 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 45979 members 
Mstep: Class 26 contains 21087 members 
Mstep: Class 27 contains 40596 members 
Mstep: Class 28 contains 42913 members 
Mstep: Class 29 contains 58979 members 
Mstep: Class 30 contains 50504 members 
Mstep: Class 31 contains 23504 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 12185 members 
Mstep: Class 34 contains 68788 members 
Mstep: Class 35 contains 44528 members 
Mstep: Class 36 contains 38260 members 
Mstep: Class 37 contains 5052 members 
Mstep: Class 38 contains 50753 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414480.000000 Penalty: 134736.734375
Iteration 130Q: 40 clusters Score -1.964145e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 41936 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14274 members 
Mstep: Class 5 contains 17419 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42122 members 
Mstep: Class 9 contains 8858 members 
Mstep: Class 10 contains 49810 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22576 members 
Mstep: Class 13 contains 47317 members 
Mstep: Class 14 contains 49000 members 
Mstep: Class 15 contains 37079 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47881 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 47795 members 
Mstep: Class 20 contains 42229 members 
Mstep: Class 21 contains 16559 members 
Mstep: Class 22 contains 51596 members 
Mstep: Class 23 contains 39995 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46027 members 
Mstep: Class 26 contains 21088 members 
Mstep: Class 27 contains 40644 members 
Mstep: Class 28 contains 42907 members 
Mstep: Class 29 contains 58995 members 
Mstep: Class 30 contains 50483 members 
Mstep: Class 31 contains 23518 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 12212 members 
Mstep: Class 34 contains 68800 members 
Mstep: Class 35 contains 44445 members 
Mstep: Class 36 contains 38309 members 
Mstep: Class 37 contains 5055 members 
Mstep: Class 38 contains 50777 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414624.000000 Penalty: 134736.734375
Iteration 131Q: 40 clusters Score -1.964146e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 41993 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 17418 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42131 members 
Mstep: Class 9 contains 8854 members 
Mstep: Class 10 contains 49806 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22569 members 
Mstep: Class 13 contains 47297 members 
Mstep: Class 14 contains 48910 members 
Mstep: Class 15 contains 37066 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47869 members 
Mstep: Class 18 contains 11766 members 
Mstep: Class 19 contains 47681 members 
Mstep: Class 20 contains 42192 members 
Mstep: Class 21 contains 16569 members 
Mstep: Class 22 contains 51551 members 
Mstep: Class 23 contains 40076 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46087 members 
Mstep: Class 26 contains 21084 members 
Mstep: Class 27 contains 40690 members 
Mstep: Class 28 contains 42900 members 
Mstep: Class 29 contains 59010 members 
Mstep: Class 30 contains 50492 members 
Mstep: Class 31 contains 23531 members 
Mstep: Class 32 contains 1325 members 
Mstep: Class 33 contains 12229 members 
Mstep: Class 34 contains 68815 members 
Mstep: Class 35 contains 44368 members 
Mstep: Class 36 contains 38366 members 
Mstep: Class 37 contains 5053 members 
Mstep: Class 38 contains 50797 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414896.000000 Penalty: 134736.734375
Iteration 132Q: 40 clusters Score -1.964149e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 42044 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14264 members 
Mstep: Class 5 contains 17423 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42114 members 
Mstep: Class 9 contains 8855 members 
Mstep: Class 10 contains 49811 members 
Mstep: Class 11 contains 10486 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 47277 members 
Mstep: Class 14 contains 48851 members 
Mstep: Class 15 contains 37056 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47828 members 
Mstep: Class 18 contains 11766 members 
Mstep: Class 19 contains 47566 members 
Mstep: Class 20 contains 42174 members 
Mstep: Class 21 contains 16574 members 
Mstep: Class 22 contains 51516 members 
Mstep: Class 23 contains 40162 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46168 members 
Mstep: Class 26 contains 21082 members 
Mstep: Class 27 contains 40731 members 
Mstep: Class 28 contains 42892 members 
Mstep: Class 29 contains 59027 members 
Mstep: Class 30 contains 50450 members 
Mstep: Class 31 contains 23540 members 
Mstep: Class 32 contains 1325 members 
Mstep: Class 33 contains 12259 members 
Mstep: Class 34 contains 68809 members 
Mstep: Class 35 contains 44275 members 
Mstep: Class 36 contains 38429 members 
Mstep: Class 37 contains 5052 members 
Mstep: Class 38 contains 50830 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415344.000000 Penalty: 134736.734375
Iteration 133Q: 40 clusters Score -1.964153e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 42111 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14260 members 
Mstep: Class 5 contains 17419 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42081 members 
Mstep: Class 9 contains 8849 members 
Mstep: Class 10 contains 49815 members 
Mstep: Class 11 contains 10478 members 
Mstep: Class 12 contains 22584 members 
Mstep: Class 13 contains 47263 members 
Mstep: Class 14 contains 48792 members 
Mstep: Class 15 contains 37028 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47802 members 
Mstep: Class 18 contains 11766 members 
Mstep: Class 19 contains 47433 members 
Mstep: Class 20 contains 42177 members 
Mstep: Class 21 contains 16578 members 
Mstep: Class 22 contains 51483 members 
Mstep: Class 23 contains 40246 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46275 members 
Mstep: Class 26 contains 21085 members 
Mstep: Class 27 contains 40778 members 
Mstep: Class 28 contains 42882 members 
Mstep: Class 29 contains 59023 members 
Mstep: Class 30 contains 50415 members 
Mstep: Class 31 contains 23551 members 
Mstep: Class 32 contains 1324 members 
Mstep: Class 33 contains 12270 members 
Mstep: Class 34 contains 68799 members 
Mstep: Class 35 contains 44199 members 
Mstep: Class 36 contains 38471 members 
Mstep: Class 37 contains 5049 members 
Mstep: Class 38 contains 50874 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415328.000000 Penalty: 134736.734375
Iteration 134Q: 40 clusters Score -1.964153e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 42174 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 17414 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42067 members 
Mstep: Class 9 contains 8837 members 
Mstep: Class 10 contains 49813 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 47259 members 
Mstep: Class 14 contains 48737 members 
Mstep: Class 15 contains 37008 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47779 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 47308 members 
Mstep: Class 20 contains 42159 members 
Mstep: Class 21 contains 16588 members 
Mstep: Class 22 contains 51455 members 
Mstep: Class 23 contains 40347 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46368 members 
Mstep: Class 26 contains 21066 members 
Mstep: Class 27 contains 40835 members 
Mstep: Class 28 contains 42889 members 
Mstep: Class 29 contains 59009 members 
Mstep: Class 30 contains 50359 members 
Mstep: Class 31 contains 23563 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 12286 members 
Mstep: Class 34 contains 68790 members 
Mstep: Class 35 contains 44129 members 
Mstep: Class 36 contains 38527 members 
Mstep: Class 37 contains 5047 members 
Mstep: Class 38 contains 50899 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415328.000000 Penalty: 134736.734375
Iteration 135Q: 40 clusters Score -1.964153e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 42219 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 17413 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42072 members 
Mstep: Class 9 contains 8834 members 
Mstep: Class 10 contains 49814 members 
Mstep: Class 11 contains 10483 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 47251 members 
Mstep: Class 14 contains 48672 members 
Mstep: Class 15 contains 36991 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47777 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 47193 members 
Mstep: Class 20 contains 42180 members 
Mstep: Class 21 contains 16579 members 
Mstep: Class 22 contains 51420 members 
Mstep: Class 23 contains 40435 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46405 members 
Mstep: Class 26 contains 21058 members 
Mstep: Class 27 contains 40872 members 
Mstep: Class 28 contains 42890 members 
Mstep: Class 29 contains 59000 members 
Mstep: Class 30 contains 50348 members 
Mstep: Class 31 contains 23568 members 
Mstep: Class 32 contains 1320 members 
Mstep: Class 33 contains 12292 members 
Mstep: Class 34 contains 68794 members 
Mstep: Class 35 contains 44050 members 
Mstep: Class 36 contains 38603 members 
Mstep: Class 37 contains 5046 members 
Mstep: Class 38 contains 50894 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415584.000000 Penalty: 134736.734375
Iteration 136Q: 40 clusters Score -1.964156e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 42248 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 17409 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42061 members 
Mstep: Class 9 contains 8830 members 
Mstep: Class 10 contains 49809 members 
Mstep: Class 11 contains 10483 members 
Mstep: Class 12 contains 22567 members 
Mstep: Class 13 contains 47253 members 
Mstep: Class 14 contains 48625 members 
Mstep: Class 15 contains 36962 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47774 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 47079 members 
Mstep: Class 20 contains 42167 members 
Mstep: Class 21 contains 16580 members 
Mstep: Class 22 contains 51375 members 
Mstep: Class 23 contains 40533 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46480 members 
Mstep: Class 26 contains 21044 members 
Mstep: Class 27 contains 40910 members 
Mstep: Class 28 contains 42886 members 
Mstep: Class 29 contains 58975 members 
Mstep: Class 30 contains 50342 members 
Mstep: Class 31 contains 23573 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 12300 members 
Mstep: Class 34 contains 68793 members 
Mstep: Class 35 contains 44001 members 
Mstep: Class 36 contains 38698 members 
Mstep: Class 37 contains 5037 members 
Mstep: Class 38 contains 50888 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415568.000000 Penalty: 134736.734375
Iteration 137Q: 40 clusters Score -1.964156e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 42258 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42057 members 
Mstep: Class 9 contains 8829 members 
Mstep: Class 10 contains 49807 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 47235 members 
Mstep: Class 14 contains 48559 members 
Mstep: Class 15 contains 36932 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 11754 members 
Mstep: Class 19 contains 46964 members 
Mstep: Class 20 contains 42184 members 
Mstep: Class 21 contains 16582 members 
Mstep: Class 22 contains 51342 members 
Mstep: Class 23 contains 40637 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46545 members 
Mstep: Class 26 contains 21036 members 
Mstep: Class 27 contains 40934 members 
Mstep: Class 28 contains 42884 members 
Mstep: Class 29 contains 58967 members 
Mstep: Class 30 contains 50332 members 
Mstep: Class 31 contains 23578 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 12303 members 
Mstep: Class 34 contains 68773 members 
Mstep: Class 35 contains 43950 members 
Mstep: Class 36 contains 38787 members 
Mstep: Class 37 contains 5030 members 
Mstep: Class 38 contains 50924 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415792.000000 Penalty: 134736.734375
Iteration 138Q: 40 clusters Score -1.964158e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 42278 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42044 members 
Mstep: Class 9 contains 8826 members 
Mstep: Class 10 contains 49806 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 13 contains 47213 members 
Mstep: Class 14 contains 48472 members 
Mstep: Class 15 contains 36918 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47741 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 46857 members 
Mstep: Class 20 contains 42198 members 
Mstep: Class 21 contains 16589 members 
Mstep: Class 22 contains 51300 members 
Mstep: Class 23 contains 40715 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46593 members 
Mstep: Class 26 contains 21026 members 
Mstep: Class 27 contains 40944 members 
Mstep: Class 28 contains 42874 members 
Mstep: Class 29 contains 58951 members 
Mstep: Class 30 contains 50347 members 
Mstep: Class 31 contains 23586 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 12311 members 
Mstep: Class 34 contains 68784 members 
Mstep: Class 35 contains 43902 members 
Mstep: Class 36 contains 38905 members 
Mstep: Class 37 contains 5028 members 
Mstep: Class 38 contains 50938 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416464.000000 Penalty: 134736.734375
Iteration 139Q: 40 clusters Score -1.964165e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 42258 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 17417 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 42069 members 
Mstep: Class 9 contains 8825 members 
Mstep: Class 10 contains 49807 members 
Mstep: Class 11 contains 10483 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 47201 members 
Mstep: Class 14 contains 48405 members 
Mstep: Class 15 contains 36897 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47725 members 
Mstep: Class 18 contains 11755 members 
Mstep: Class 19 contains 46756 members 
Mstep: Class 20 contains 42203 members 
Mstep: Class 21 contains 16591 members 
Mstep: Class 22 contains 51278 members 
Mstep: Class 23 contains 40800 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46633 members 
Mstep: Class 26 contains 21019 members 
Mstep: Class 27 contains 40956 members 
Mstep: Class 28 contains 42862 members 
Mstep: Class 29 contains 58932 members 
Mstep: Class 30 contains 50355 members 
Mstep: Class 31 contains 23594 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 12323 members 
Mstep: Class 34 contains 68777 members 
Mstep: Class 35 contains 43871 members 
Mstep: Class 36 contains 39006 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 50936 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416592.000000 Penalty: 134736.734375
Iteration 140F: 40 clusters Score -1.964166e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 42245 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 17416 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 42081 members 
Mstep: Class 9 contains 8825 members 
Mstep: Class 10 contains 49809 members 
Mstep: Class 11 contains 10490 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 47193 members 
Mstep: Class 14 contains 48374 members 
Mstep: Class 15 contains 36877 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47704 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 46646 members 
Mstep: Class 20 contains 42212 members 
Mstep: Class 21 contains 16597 members 
Mstep: Class 22 contains 51241 members 
Mstep: Class 23 contains 40879 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46692 members 
Mstep: Class 26 contains 21015 members 
Mstep: Class 27 contains 40978 members 
Mstep: Class 28 contains 42855 members 
Mstep: Class 29 contains 58915 members 
Mstep: Class 30 contains 50337 members 
Mstep: Class 31 contains 23604 members 
Mstep: Class 32 contains 1309 members 
Mstep: Class 33 contains 12335 members 
Mstep: Class 34 contains 68768 members 
Mstep: Class 35 contains 43832 members 
Mstep: Class 36 contains 39111 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 50931 members 
Mstep: Class 39 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416384.000000 Penalty: 134736.734375
Iteration 141Q: 40 clusters Score -1.964164e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 42246 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14247 members 
Mstep: Class 5 contains 17416 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 42083 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 49806 members 
Mstep: Class 11 contains 10490 members 
Mstep: Class 12 contains 22569 members 
Mstep: Class 13 contains 47189 members 
Mstep: Class 14 contains 48308 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47682 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 46554 members 
Mstep: Class 20 contains 42213 members 
Mstep: Class 21 contains 16611 members 
Mstep: Class 22 contains 51224 members 
Mstep: Class 23 contains 40965 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 46733 members 
Mstep: Class 26 contains 21003 members 
Mstep: Class 27 contains 41010 members 
Mstep: Class 28 contains 42848 members 
Mstep: Class 29 contains 58888 members 
Mstep: Class 30 contains 50338 members 
Mstep: Class 31 contains 23608 members 
Mstep: Class 32 contains 1307 members 
Mstep: Class 33 contains 12353 members 
Mstep: Class 34 contains 68736 members 
Mstep: Class 35 contains 43789 members 
Mstep: Class 36 contains 39214 members 
Mstep: Class 37 contains 5023 members 
Mstep: Class 38 contains 50944 members 
Mstep: Class 39 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416528.000000 Penalty: 134736.734375
Iteration 142Q: 40 clusters Score -1.964165e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14250 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 42107 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 49800 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22573 members 
Mstep: Class 13 contains 47183 members 
Mstep: Class 14 contains 48243 members 
Mstep: Class 15 contains 36882 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47670 members 
Mstep: Class 18 contains 11754 members 
Mstep: Class 19 contains 46441 members 
Mstep: Class 20 contains 42200 members 
Mstep: Class 21 contains 16613 members 
Mstep: Class 22 contains 51191 members 
Mstep: Class 23 contains 41027 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46768 members 
Mstep: Class 26 contains 20989 members 
Mstep: Class 27 contains 41025 members 
Mstep: Class 28 contains 42851 members 
Mstep: Class 29 contains 58860 members 
Mstep: Class 30 contains 50370 members 
Mstep: Class 31 contains 23617 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 12376 members 
Mstep: Class 34 contains 68706 members 
Mstep: Class 35 contains 43736 members 
Mstep: Class 36 contains 39341 members 
Mstep: Class 37 contains 5022 members 
Mstep: Class 38 contains 50951 members 
Mstep: Class 39 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416528.000000 Penalty: 134736.734375
Iteration 143Q: 40 clusters Score -1.964165e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14248 members 
Mstep: Class 5 contains 17408 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 42120 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 49798 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22580 members 
Mstep: Class 13 contains 47179 members 
Mstep: Class 14 contains 48196 members 
Mstep: Class 15 contains 36882 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47639 members 
Mstep: Class 18 contains 11755 members 
Mstep: Class 19 contains 46337 members 
Mstep: Class 20 contains 42198 members 
Mstep: Class 21 contains 16622 members 
Mstep: Class 22 contains 51166 members 
Mstep: Class 23 contains 41101 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46790 members 
Mstep: Class 26 contains 20989 members 
Mstep: Class 27 contains 41063 members 
Mstep: Class 28 contains 42850 members 
Mstep: Class 29 contains 58820 members 
Mstep: Class 30 contains 50395 members 
Mstep: Class 31 contains 23627 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 12400 members 
Mstep: Class 34 contains 68677 members 
Mstep: Class 35 contains 43669 members 
Mstep: Class 36 contains 39428 members 
Mstep: Class 37 contains 5019 members 
Mstep: Class 38 contains 50942 members 
Mstep: Class 39 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416736.000000 Penalty: 134736.734375
Iteration 144Q: 40 clusters Score -1.964167e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 17397 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 42133 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 49807 members 
Mstep: Class 11 contains 10495 members 
Mstep: Class 12 contains 22586 members 
Mstep: Class 13 contains 47176 members 
Mstep: Class 14 contains 48169 members 
Mstep: Class 15 contains 36877 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47608 members 
Mstep: Class 18 contains 11749 members 
Mstep: Class 19 contains 46234 members 
Mstep: Class 20 contains 42181 members 
Mstep: Class 21 contains 16629 members 
Mstep: Class 22 contains 51122 members 
Mstep: Class 23 contains 41169 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46820 members 
Mstep: Class 26 contains 20995 members 
Mstep: Class 27 contains 41090 members 
Mstep: Class 28 contains 42843 members 
Mstep: Class 29 contains 58803 members 
Mstep: Class 30 contains 50420 members 
Mstep: Class 31 contains 23638 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 12417 members 
Mstep: Class 34 contains 68655 members 
Mstep: Class 35 contains 43596 members 
Mstep: Class 36 contains 39544 members 
Mstep: Class 37 contains 5018 members 
Mstep: Class 38 contains 50931 members 
Mstep: Class 39 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416768.000000 Penalty: 134736.734375
Iteration 145Q: 40 clusters Score -1.964168e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 42358 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 14251 members 
Mstep: Class 5 contains 17394 members 
Mstep: Class 6 contains 1050 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 42134 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 49808 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 47161 members 
Mstep: Class 14 contains 48125 members 
Mstep: Class 15 contains 36870 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47591 members 
Mstep: Class 18 contains 11752 members 
Mstep: Class 19 contains 46173 members 
Mstep: Class 20 contains 42171 members 
Mstep: Class 21 contains 16637 members 
Mstep: Class 22 contains 51092 members 
Mstep: Class 23 contains 41260 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46841 members 
Mstep: Class 26 contains 20991 members 
Mstep: Class 27 contains 41127 members 
Mstep: Class 28 contains 42833 members 
Mstep: Class 29 contains 58780 members 
Mstep: Class 30 contains 50414 members 
Mstep: Class 31 contains 23649 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 12442 members 
Mstep: Class 34 contains 68626 members 
Mstep: Class 35 contains 43526 members 
Mstep: Class 36 contains 39662 members 
Mstep: Class 37 contains 5017 members 
Mstep: Class 38 contains 50924 members 
Mstep: Class 39 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416496.000000 Penalty: 134736.734375
Iteration 146Q: 40 clusters Score -1.964165e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 42365 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 17388 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 42132 members 
Mstep: Class 9 contains 8824 members 
Mstep: Class 10 contains 49805 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 47137 members 
Mstep: Class 14 contains 48063 members 
Mstep: Class 15 contains 36870 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47581 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 46131 members 
Mstep: Class 20 contains 42144 members 
Mstep: Class 21 contains 16633 members 
Mstep: Class 22 contains 51066 members 
Mstep: Class 23 contains 41359 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46853 members 
Mstep: Class 26 contains 20995 members 
Mstep: Class 27 contains 41173 members 
Mstep: Class 28 contains 42824 members 
Mstep: Class 29 contains 58773 members 
Mstep: Class 30 contains 50411 members 
Mstep: Class 31 contains 23653 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 68609 members 
Mstep: Class 35 contains 43460 members 
Mstep: Class 36 contains 39795 members 
Mstep: Class 37 contains 5017 members 
Mstep: Class 38 contains 50906 members 
Mstep: Class 39 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416352.000000 Penalty: 134736.734375
Iteration 147Q: 40 clusters Score -1.964164e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 42370 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 17377 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 49801 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 22569 members 
Mstep: Class 13 contains 47122 members 
Mstep: Class 14 contains 48000 members 
Mstep: Class 15 contains 36859 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47572 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 46083 members 
Mstep: Class 20 contains 42147 members 
Mstep: Class 21 contains 16632 members 
Mstep: Class 22 contains 51053 members 
Mstep: Class 23 contains 41448 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46853 members 
Mstep: Class 26 contains 20997 members 
Mstep: Class 27 contains 41206 members 
Mstep: Class 28 contains 42819 members 
Mstep: Class 29 contains 58750 members 
Mstep: Class 30 contains 50396 members 
Mstep: Class 31 contains 23659 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 12479 members 
Mstep: Class 34 contains 68604 members 
Mstep: Class 35 contains 43424 members 
Mstep: Class 36 contains 39907 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 50874 members 
Mstep: Class 39 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416848.000000 Penalty: 134736.734375
Iteration 148Q: 40 clusters Score -1.964168e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 42370 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 17368 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42152 members 
Mstep: Class 9 contains 8813 members 
Mstep: Class 10 contains 49793 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 47109 members 
Mstep: Class 14 contains 47941 members 
Mstep: Class 15 contains 36858 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47564 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 46055 members 
Mstep: Class 20 contains 42141 members 
Mstep: Class 21 contains 16633 members 
Mstep: Class 22 contains 51054 members 
Mstep: Class 23 contains 41537 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46848 members 
Mstep: Class 26 contains 20996 members 
Mstep: Class 27 contains 41237 members 
Mstep: Class 28 contains 42816 members 
Mstep: Class 29 contains 58726 members 
Mstep: Class 30 contains 50381 members 
Mstep: Class 31 contains 23666 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 12487 members 
Mstep: Class 34 contains 68590 members 
Mstep: Class 35 contains 43391 members 
Mstep: Class 36 contains 40014 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 50846 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417024.000000 Penalty: 134736.734375
Iteration 149Q: 40 clusters Score -1.96417e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 42373 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14248 members 
Mstep: Class 5 contains 17359 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42152 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 49779 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 47106 members 
Mstep: Class 14 contains 47857 members 
Mstep: Class 15 contains 36881 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47554 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 46025 members 
Mstep: Class 20 contains 42123 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 51049 members 
Mstep: Class 23 contains 41608 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46851 members 
Mstep: Class 26 contains 20994 members 
Mstep: Class 27 contains 41280 members 
Mstep: Class 28 contains 42804 members 
Mstep: Class 29 contains 58693 members 
Mstep: Class 30 contains 50357 members 
Mstep: Class 31 contains 23669 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 12499 members 
Mstep: Class 34 contains 68559 members 
Mstep: Class 35 contains 43345 members 
Mstep: Class 36 contains 40174 members 
Mstep: Class 37 contains 5012 members 
Mstep: Class 38 contains 50829 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416928.000000 Penalty: 134736.734375
Iteration 150Q: 40 clusters Score -1.964169e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 42344 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14248 members 
Mstep: Class 5 contains 17353 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42149 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 49765 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22584 members 
Mstep: Class 13 contains 47091 members 
Mstep: Class 14 contains 47796 members 
Mstep: Class 15 contains 36878 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47521 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 45988 members 
Mstep: Class 20 contains 42100 members 
Mstep: Class 21 contains 16645 members 
Mstep: Class 22 contains 51029 members 
Mstep: Class 23 contains 41697 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46854 members 
Mstep: Class 26 contains 20990 members 
Mstep: Class 27 contains 41315 members 
Mstep: Class 28 contains 42795 members 
Mstep: Class 29 contains 58678 members 
Mstep: Class 30 contains 50340 members 
Mstep: Class 31 contains 23673 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 12510 members 
Mstep: Class 34 contains 68544 members 
Mstep: Class 35 contains 43295 members 
Mstep: Class 36 contains 40395 members 
Mstep: Class 37 contains 5008 members 
Mstep: Class 38 contains 50811 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417248.000000 Penalty: 134736.734375
Iteration 151Q: 40 clusters Score -1.964172e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 42332 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14247 members 
Mstep: Class 5 contains 17341 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42135 members 
Mstep: Class 9 contains 8798 members 
Mstep: Class 10 contains 49756 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22590 members 
Mstep: Class 13 contains 47081 members 
Mstep: Class 14 contains 47711 members 
Mstep: Class 15 contains 36889 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47495 members 
Mstep: Class 18 contains 11765 members 
Mstep: Class 19 contains 45954 members 
Mstep: Class 20 contains 42098 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 50992 members 
Mstep: Class 23 contains 41756 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46858 members 
Mstep: Class 26 contains 20992 members 
Mstep: Class 27 contains 41340 members 
Mstep: Class 28 contains 42791 members 
Mstep: Class 29 contains 58666 members 
Mstep: Class 30 contains 50325 members 
Mstep: Class 31 contains 23675 members 
Mstep: Class 32 contains 1307 members 
Mstep: Class 33 contains 12527 members 
Mstep: Class 34 contains 68535 members 
Mstep: Class 35 contains 43238 members 
Mstep: Class 36 contains 40619 members 
Mstep: Class 37 contains 5003 members 
Mstep: Class 38 contains 50802 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417264.000000 Penalty: 134736.734375
Iteration 152Q: 40 clusters Score -1.964173e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 17344 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42127 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 49743 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 22585 members 
Mstep: Class 13 contains 47077 members 
Mstep: Class 14 contains 47606 members 
Mstep: Class 15 contains 36891 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47482 members 
Mstep: Class 18 contains 11765 members 
Mstep: Class 19 contains 45919 members 
Mstep: Class 20 contains 42071 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 50958 members 
Mstep: Class 23 contains 41810 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46893 members 
Mstep: Class 26 contains 21010 members 
Mstep: Class 27 contains 41366 members 
Mstep: Class 28 contains 42780 members 
Mstep: Class 29 contains 58654 members 
Mstep: Class 30 contains 50329 members 
Mstep: Class 31 contains 23680 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 12545 members 
Mstep: Class 34 contains 68542 members 
Mstep: Class 35 contains 43185 members 
Mstep: Class 36 contains 40833 members 
Mstep: Class 37 contains 4997 members 
Mstep: Class 38 contains 50776 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417328.000000 Penalty: 134736.734375
Iteration 153Q: 40 clusters Score -1.964173e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 42283 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14238 members 
Mstep: Class 5 contains 17344 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42115 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 49737 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 22589 members 
Mstep: Class 13 contains 47067 members 
Mstep: Class 14 contains 47537 members 
Mstep: Class 15 contains 36896 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47466 members 
Mstep: Class 18 contains 11763 members 
Mstep: Class 19 contains 45872 members 
Mstep: Class 20 contains 42067 members 
Mstep: Class 21 contains 16633 members 
Mstep: Class 22 contains 50924 members 
Mstep: Class 23 contains 41893 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46925 members 
Mstep: Class 26 contains 21011 members 
Mstep: Class 27 contains 41381 members 
Mstep: Class 28 contains 42773 members 
Mstep: Class 29 contains 58651 members 
Mstep: Class 30 contains 50310 members 
Mstep: Class 31 contains 23683 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 12560 members 
Mstep: Class 34 contains 68532 members 
Mstep: Class 35 contains 43144 members 
Mstep: Class 36 contains 41017 members 
Mstep: Class 37 contains 4995 members 
Mstep: Class 38 contains 50731 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417728.000000 Penalty: 134736.734375
Iteration 154Q: 40 clusters Score -1.964177e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42115 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 49729 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 22588 members 
Mstep: Class 13 contains 47056 members 
Mstep: Class 14 contains 47456 members 
Mstep: Class 15 contains 36899 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47438 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 45808 members 
Mstep: Class 20 contains 42029 members 
Mstep: Class 21 contains 16641 members 
Mstep: Class 22 contains 50911 members 
Mstep: Class 23 contains 41981 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46952 members 
Mstep: Class 26 contains 21010 members 
Mstep: Class 27 contains 41416 members 
Mstep: Class 28 contains 42768 members 
Mstep: Class 29 contains 58648 members 
Mstep: Class 30 contains 50300 members 
Mstep: Class 31 contains 23687 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 12568 members 
Mstep: Class 34 contains 68509 members 
Mstep: Class 35 contains 43109 members 
Mstep: Class 36 contains 41236 members 
Mstep: Class 37 contains 4994 members 
Mstep: Class 38 contains 50681 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418032.000000 Penalty: 134736.734375
Iteration 155Q: 40 clusters Score -1.96418e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14226 members 
Mstep: Class 5 contains 17335 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42112 members 
Mstep: Class 9 contains 8801 members 
Mstep: Class 10 contains 49725 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 47046 members 
Mstep: Class 14 contains 47368 members 
Mstep: Class 15 contains 36889 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47418 members 
Mstep: Class 18 contains 11773 members 
Mstep: Class 19 contains 45761 members 
Mstep: Class 20 contains 41987 members 
Mstep: Class 21 contains 16643 members 
Mstep: Class 22 contains 50895 members 
Mstep: Class 23 contains 42063 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46964 members 
Mstep: Class 26 contains 21008 members 
Mstep: Class 27 contains 41447 members 
Mstep: Class 28 contains 42767 members 
Mstep: Class 29 contains 58640 members 
Mstep: Class 30 contains 50262 members 
Mstep: Class 31 contains 23687 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12573 members 
Mstep: Class 34 contains 68502 members 
Mstep: Class 35 contains 43085 members 
Mstep: Class 36 contains 41473 members 
Mstep: Class 37 contains 4986 members 
Mstep: Class 38 contains 50635 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418256.000000 Penalty: 134736.734375
Iteration 156Q: 40 clusters Score -1.964183e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 17343 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42124 members 
Mstep: Class 9 contains 8799 members 
Mstep: Class 10 contains 49725 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22587 members 
Mstep: Class 13 contains 47044 members 
Mstep: Class 14 contains 47280 members 
Mstep: Class 15 contains 36882 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47420 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 45712 members 
Mstep: Class 20 contains 41933 members 
Mstep: Class 21 contains 16642 members 
Mstep: Class 22 contains 50873 members 
Mstep: Class 23 contains 42169 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46976 members 
Mstep: Class 26 contains 21010 members 
Mstep: Class 27 contains 41494 members 
Mstep: Class 28 contains 42765 members 
Mstep: Class 29 contains 58617 members 
Mstep: Class 30 contains 50219 members 
Mstep: Class 31 contains 23689 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12580 members 
Mstep: Class 34 contains 68499 members 
Mstep: Class 35 contains 43056 members 
Mstep: Class 36 contains 41700 members 
Mstep: Class 37 contains 4982 members 
Mstep: Class 38 contains 50579 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418400.000000 Penalty: 134736.734375
Iteration 157Q: 40 clusters Score -1.964184e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 42206 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 17341 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42145 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 49725 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22582 members 
Mstep: Class 13 contains 47054 members 
Mstep: Class 14 contains 47191 members 
Mstep: Class 15 contains 36881 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47419 members 
Mstep: Class 18 contains 11774 members 
Mstep: Class 19 contains 45669 members 
Mstep: Class 20 contains 41896 members 
Mstep: Class 21 contains 16647 members 
Mstep: Class 22 contains 50829 members 
Mstep: Class 23 contains 42232 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47002 members 
Mstep: Class 26 contains 20998 members 
Mstep: Class 27 contains 41524 members 
Mstep: Class 28 contains 42765 members 
Mstep: Class 29 contains 58590 members 
Mstep: Class 30 contains 50170 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12592 members 
Mstep: Class 34 contains 68481 members 
Mstep: Class 35 contains 43026 members 
Mstep: Class 36 contains 41949 members 
Mstep: Class 37 contains 4980 members 
Mstep: Class 38 contains 50528 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418768.000000 Penalty: 134736.734375
Iteration 158Q: 40 clusters Score -1.964188e+08 nChanged 1975
Entering ConstructFrom: 
Score: -196418768.000000 Penalty: 134736.734375
Entering ConstructFrom: 
Trying to split cluster 1 (13228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Entering Unmasked Estep 
Score: -2351174.250000 Penalty: 2353.542725
	Iteration 0F: 2 clusters Score -2351174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2341474.750000 Penalty: 4707.085449
	Iteration 0F: 3 clusters Score -2341475 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2344543.000000 Penalty: 4707.085449
	Iteration 1F: 3 clusters Score -2344543 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2344958.500000 Penalty: 4707.085449
	Iteration 2F: 3 clusters Score -2344958 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2345299.750000 Penalty: 4707.085449
	Iteration 3F: 3 clusters Score -2345300 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2345657.000000 Penalty: 4707.085449
	Iteration 4F: 3 clusters Score -2345657 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2345993.750000 Penalty: 4707.085449
	Iteration 5Q: 3 clusters Score -2345994 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2346357.250000 Penalty: 4707.085449
	Iteration 6Q: 3 clusters Score -2346357 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2346741.250000 Penalty: 4707.085449
	Iteration 7Q: 3 clusters Score -2346741 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2347140.500000 Penalty: 4707.085449
	Iteration 8Q: 3 clusters Score -2347140 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2347570.000000 Penalty: 4707.085449
	Iteration 9Q: 3 clusters Score -2347570 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2348026.500000 Penalty: 4707.085449
	Iteration 10Q: 3 clusters Score -2348026 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2348412.000000 Penalty: 4707.085449
	Iteration 11Q: 3 clusters Score -2348412 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2348660.750000 Penalty: 4707.085449
	Iteration 12Q: 3 clusters Score -2348661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2348787.750000 Penalty: 4707.085449
	Iteration 13Q: 3 clusters Score -2348788 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2348849.000000 Penalty: 4707.085449
	Iteration 14Q: 3 clusters Score -2348849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2348878.750000 Penalty: 4707.085449
	Iteration 15Q: 3 clusters Score -2348879 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2348906.750000 Penalty: 4707.085449
	Iteration 16Q: 3 clusters Score -2348907 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2348928.500000 Penalty: 4707.085449
	Iteration 17Q: 3 clusters Score -2348928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2348954.750000 Penalty: 4707.085449
	Iteration 18Q: 3 clusters Score -2348955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2348968.750000 Penalty: 4707.085449
	Iteration 19Q: 3 clusters Score -2348969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2348982.750000 Penalty: 4707.085449
	Iteration 20F: 3 clusters Score -2348983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2348989.750000 Penalty: 4707.085449
	Iteration 21Q: 3 clusters Score -2348990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2348994.500000 Penalty: 4707.085449
	Iteration 22Q: 3 clusters Score -2348994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2349001.750000 Penalty: 4707.085449
	Iteration 23Q: 3 clusters Score -2349002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2349006.750000 Penalty: 4707.085449
	Iteration 24Q: 3 clusters Score -2349007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2349012.250000 Penalty: 4707.085449
	Iteration 25Q: 3 clusters Score -2349012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2349009.250000 Penalty: 4707.085449
	Iteration 26Q: 3 clusters Score -2349009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2349011.750000 Penalty: 4707.085449
	Iteration 27Q: 3 clusters Score -2349012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2349021.250000 Penalty: 4707.085449
	Iteration 28Q: 3 clusters Score -2349021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2349028.250000 Penalty: 4707.085449
	Iteration 29Q: 3 clusters Score -2349028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2349029.000000 Penalty: 4707.085449
	Iteration 30Q: 3 clusters Score -2349029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2349033.000000 Penalty: 4707.085449
	Iteration 31Q: 3 clusters Score -2349033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2349030.250000 Penalty: 4707.085449
	Iteration 32Q: 3 clusters Score -2349030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2349037.750000 Penalty: 4707.085449
	Iteration 33Q: 3 clusters Score -2349038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2349037.000000 Penalty: 4707.085449
	Iteration 34Q: 3 clusters Score -2349037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2349043.500000 Penalty: 4707.085449
	Iteration 35Q: 3 clusters Score -2349044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2349045.000000 Penalty: 4707.085449
	Iteration 36Q: 3 clusters Score -2349045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2349048.500000 Penalty: 4707.085449
	Iteration 37Q: 3 clusters Score -2349048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2349055.500000 Penalty: 4707.085449
	Iteration 38Q: 3 clusters Score -2349056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2349067.000000 Penalty: 4707.085449
	Iteration 39Q: 3 clusters Score -2349067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2349065.250000 Penalty: 4707.085449
	Iteration 40F: 3 clusters Score -2349065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2349072.750000 Penalty: 4707.085449
	Iteration 41Q: 3 clusters Score -2349073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2349076.000000 Penalty: 4707.085449
	Iteration 42Q: 3 clusters Score -2349076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2349082.000000 Penalty: 4707.085449
	Iteration 43Q: 3 clusters Score -2349082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2349079.000000 Penalty: 4707.085449
	Iteration 44Q: 3 clusters Score -2349079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2349080.250000 Penalty: 4707.085449
	Iteration 45Q: 3 clusters Score -2349080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2349082.500000 Penalty: 4707.085449
	Iteration 46Q: 3 clusters Score -2349082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2349085.750000 Penalty: 4707.085449
	Iteration 47Q: 3 clusters Score -2349086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2349083.250000 Penalty: 4707.085449
	Iteration 48Q: 3 clusters Score -2349083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2349086.500000 Penalty: 4707.085449
	Iteration 49Q: 3 clusters Score -2349086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2349088.000000 Penalty: 4707.085449
	Iteration 50Q: 3 clusters Score -2349088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2349085.250000 Penalty: 4707.085449
	Iteration 51Q: 3 clusters Score -2349085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2349087.250000 Penalty: 4707.085449
	Iteration 52Q: 3 clusters Score -2349087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2349086.000000 Penalty: 4707.085449
	Iteration 53Q: 3 clusters Score -2349086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2349085.000000 Penalty: 4707.085449
	Iteration 54Q: 3 clusters Score -2349085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2349083.500000 Penalty: 4707.085449
	Iteration 55Q: 3 clusters Score -2349084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2349083.250000 Penalty: 4707.085449
	Iteration 56Q: 3 clusters Score -2349083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2349085.750000 Penalty: 4707.085449
	Iteration 57Q: 3 clusters Score -2349086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2349086.250000 Penalty: 4707.085449
	Iteration 58Q: 3 clusters Score -2349086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2349087.000000 Penalty: 4707.085449
	Iteration 59Q: 3 clusters Score -2349087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2349090.500000 Penalty: 4707.085449
	Iteration 60F: 3 clusters Score -2349090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2349087.000000 Penalty: 4707.085449
	Iteration 61Q: 3 clusters Score -2349087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2349085.000000 Penalty: 4707.085449
	Iteration 62Q: 3 clusters Score -2349085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2349087.750000 Penalty: 4707.085449
	Iteration 63Q: 3 clusters Score -2349088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2349086.250000 Penalty: 4707.085449
	Iteration 64Q: 3 clusters Score -2349086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2349086.250000 Penalty: 4707.085449
	Iteration 65F: 3 clusters Score -2349086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Entering Unmasked Estep 
Score: -7572139.500000 Penalty: 2640.996582
	Iteration 0F: 2 clusters Score -7572140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -7543919.000000 Penalty: 5281.993164
	Iteration 0F: 3 clusters Score -7543919 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -7554449.000000 Penalty: 5281.993164
	Iteration 1F: 3 clusters Score -7554449 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -7554875.000000 Penalty: 5281.993164
	Iteration 2Q: 3 clusters Score -7554875 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -7555232.500000 Penalty: 5281.993164
	Iteration 3Q: 3 clusters Score -7555232 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -7555604.000000 Penalty: 5281.993164
	Iteration 4Q: 3 clusters Score -7555604 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -7556027.000000 Penalty: 5281.993164
	Iteration 5Q: 3 clusters Score -7556027 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -7556525.500000 Penalty: 5281.993164
	Iteration 6Q: 3 clusters Score -7556526 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -7557187.000000 Penalty: 5281.993164
	Iteration 7Q: 3 clusters Score -7557187 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -7558163.000000 Penalty: 5281.993164
	Iteration 8Q: 3 clusters Score -7558163 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -7559548.500000 Penalty: 5281.993164
	Iteration 9F: 3 clusters Score -7559548 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -7561448.500000 Penalty: 5281.993164
	Iteration 10F: 3 clusters Score -7561448 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -7563682.000000 Penalty: 5281.993164
	Iteration 11F: 3 clusters Score -7563682 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -7565748.500000 Penalty: 5281.993164
	Iteration 12F: 3 clusters Score -7565748 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7567413.000000 Penalty: 5281.993164
	Iteration 13Q: 3 clusters Score -7567413 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7568417.000000 Penalty: 5281.993164
	Iteration 14Q: 3 clusters Score -7568417 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7569024.000000 Penalty: 5281.993164
	Iteration 15Q: 3 clusters Score -7569024 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7569364.500000 Penalty: 5281.993164
	Iteration 16Q: 3 clusters Score -7569364 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7569522.000000 Penalty: 5281.993164
	Iteration 17Q: 3 clusters Score -7569522 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7569607.500000 Penalty: 5281.993164
	Iteration 18Q: 3 clusters Score -7569608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7569667.000000 Penalty: 5281.993164
	Iteration 19Q: 3 clusters Score -7569667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7569717.000000 Penalty: 5281.993164
	Iteration 20F: 3 clusters Score -7569717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7569735.000000 Penalty: 5281.993164
	Iteration 21Q: 3 clusters Score -7569735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7569767.000000 Penalty: 5281.993164
	Iteration 22Q: 3 clusters Score -7569767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7569783.500000 Penalty: 5281.993164
	Iteration 23Q: 3 clusters Score -7569784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7569798.000000 Penalty: 5281.993164
	Iteration 24Q: 3 clusters Score -7569798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7569799.000000 Penalty: 5281.993164
	Iteration 25Q: 3 clusters Score -7569799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7569812.000000 Penalty: 5281.993164
	Iteration 26Q: 3 clusters Score -7569812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7569824.000000 Penalty: 5281.993164
	Iteration 27Q: 3 clusters Score -7569824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7569824.500000 Penalty: 5281.993164
	Iteration 28Q: 3 clusters Score -7569824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7569818.500000 Penalty: 5281.993164
	Iteration 29Q: 3 clusters Score -7569818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7569820.500000 Penalty: 5281.993164
	Iteration 30Q: 3 clusters Score -7569820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7569820.500000 Penalty: 5281.993164
	Iteration 31F: 3 clusters Score -7569820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -350670.062500 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -350670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -347959.562500 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -347959.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -348608.250000 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -348608.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -348910.000000 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -348910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -349175.156250 Penalty: 3805.687988
	Iteration 3F: 3 clusters Score -349175.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -349370.250000 Penalty: 3805.687988
	Iteration 4F: 3 clusters Score -349370.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -349514.906250 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -349514.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -349620.406250 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -349620.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -349714.312500 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -349714.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -349793.250000 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -349793.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -349877.468750 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -349877.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -349997.125000 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -349997.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -350130.562500 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -350130.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -350253.187500 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -350253.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -350371.687500 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -350371.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -350447.562500 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -350447.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -350507.531250 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -350507.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -350545.531250 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -350545.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -350564.000000 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -350564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -350574.031250 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -350574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -350584.156250 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -350584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -350591.781250 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -350591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -350596.375000 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -350596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -350601.156250 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -350601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -350605.437500 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -350605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -350609.250000 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -350609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -350612.156250 Penalty: 3805.687988
	Iteration 25Q: 3 clusters Score -350612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350613.031250 Penalty: 3805.687988
	Iteration 26Q: 3 clusters Score -350613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -350615.500000 Penalty: 3805.687988
	Iteration 27Q: 3 clusters Score -350615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -350615.500000 Penalty: 3805.687988
	Iteration 28F: 3 clusters Score -350615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Entering Unmasked Estep 
Score: -2518168.750000 Penalty: 2371.197266
	Iteration 0F: 2 clusters Score -2518169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2507804.750000 Penalty: 4742.394531
	Iteration 0F: 3 clusters Score -2507805 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2510925.500000 Penalty: 4742.394531
	Iteration 1F: 3 clusters Score -2510926 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2511270.750000 Penalty: 4742.394531
	Iteration 2F: 3 clusters Score -2511271 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2511552.250000 Penalty: 4742.394531
	Iteration 3F: 3 clusters Score -2511552 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2511789.750000 Penalty: 4742.394531
	Iteration 4Q: 3 clusters Score -2511790 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2511994.000000 Penalty: 4742.394531
	Iteration 5Q: 3 clusters Score -2511994 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2512181.500000 Penalty: 4742.394531
	Iteration 6Q: 3 clusters Score -2512182 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2512327.000000 Penalty: 4742.394531
	Iteration 7Q: 3 clusters Score -2512327 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2512495.750000 Penalty: 4742.394531
	Iteration 8Q: 3 clusters Score -2512496 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2512642.750000 Penalty: 4742.394531
	Iteration 9Q: 3 clusters Score -2512643 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2512837.500000 Penalty: 4742.394531
	Iteration 10Q: 3 clusters Score -2512838 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2513066.000000 Penalty: 4742.394531
	Iteration 11Q: 3 clusters Score -2513066 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2513327.500000 Penalty: 4742.394531
	Iteration 12Q: 3 clusters Score -2513328 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2513628.000000 Penalty: 4742.394531
	Iteration 13Q: 3 clusters Score -2513628 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2513968.000000 Penalty: 4742.394531
	Iteration 14Q: 3 clusters Score -2513968 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2514346.250000 Penalty: 4742.394531
	Iteration 15Q: 3 clusters Score -2514346 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2514712.250000 Penalty: 4742.394531
	Iteration 16Q: 3 clusters Score -2514712 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2515061.250000 Penalty: 4742.394531
	Iteration 17Q: 3 clusters Score -2515061 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2515331.500000 Penalty: 4742.394531
	Iteration 18Q: 3 clusters Score -2515332 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2515548.250000 Penalty: 4742.394531
	Iteration 19Q: 3 clusters Score -2515548 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2515746.250000 Penalty: 4742.394531
	Iteration 20F: 3 clusters Score -2515746 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2515910.750000 Penalty: 4742.394531
	Iteration 21Q: 3 clusters Score -2515911 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2516023.750000 Penalty: 4742.394531
	Iteration 22Q: 3 clusters Score -2516024 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2516149.750000 Penalty: 4742.394531
	Iteration 23Q: 3 clusters Score -2516150 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2516254.500000 Penalty: 4742.394531
	Iteration 24Q: 3 clusters Score -2516254 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2516328.250000 Penalty: 4742.394531
	Iteration 25Q: 3 clusters Score -2516328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2516386.250000 Penalty: 4742.394531
	Iteration 26Q: 3 clusters Score -2516386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2516420.750000 Penalty: 4742.394531
	Iteration 27Q: 3 clusters Score -2516421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2516455.500000 Penalty: 4742.394531
	Iteration 28Q: 3 clusters Score -2516456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2516481.750000 Penalty: 4742.394531
	Iteration 29Q: 3 clusters Score -2516482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2516504.000000 Penalty: 4742.394531
	Iteration 30Q: 3 clusters Score -2516504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2516516.000000 Penalty: 4742.394531
	Iteration 31Q: 3 clusters Score -2516516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2516523.000000 Penalty: 4742.394531
	Iteration 32Q: 3 clusters Score -2516523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2516530.750000 Penalty: 4742.394531
	Iteration 33Q: 3 clusters Score -2516531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2516535.250000 Penalty: 4742.394531
	Iteration 34Q: 3 clusters Score -2516535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2516539.500000 Penalty: 4742.394531
	Iteration 35Q: 3 clusters Score -2516540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2516540.000000 Penalty: 4742.394531
	Iteration 36Q: 3 clusters Score -2516540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2516540.500000 Penalty: 4742.394531
	Iteration 37Q: 3 clusters Score -2516540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2516544.000000 Penalty: 4742.394531
	Iteration 38Q: 3 clusters Score -2516544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2516550.000000 Penalty: 4742.394531
	Iteration 39Q: 3 clusters Score -2516550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2516551.750000 Penalty: 4742.394531
	Iteration 40F: 3 clusters Score -2516552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2516555.750000 Penalty: 4742.394531
	Iteration 41Q: 3 clusters Score -2516556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2516558.250000 Penalty: 4742.394531
	Iteration 42Q: 3 clusters Score -2516558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2516558.250000 Penalty: 4742.394531
	Iteration 43F: 3 clusters Score -2516558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Entering Unmasked Estep 
Score: -3050501.500000 Penalty: 2420.656982
	Iteration 0F: 2 clusters Score -3050502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3038129.250000 Penalty: 4841.313965
	Iteration 0F: 3 clusters Score -3038129 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3042220.250000 Penalty: 4841.313965
	Iteration 1F: 3 clusters Score -3042220 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3042759.000000 Penalty: 4841.313965
	Iteration 2F: 3 clusters Score -3042759 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3043191.500000 Penalty: 4841.313965
	Iteration 3F: 3 clusters Score -3043192 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3043615.750000 Penalty: 4841.313965
	Iteration 4F: 3 clusters Score -3043616 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3044007.250000 Penalty: 4841.313965
	Iteration 5F: 3 clusters Score -3044007 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3044400.000000 Penalty: 4841.313965
	Iteration 6Q: 3 clusters Score -3044400 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3044819.000000 Penalty: 4841.313965
	Iteration 7Q: 3 clusters Score -3044819 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3045326.500000 Penalty: 4841.313965
	Iteration 8Q: 3 clusters Score -3045326 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3045876.250000 Penalty: 4841.313965
	Iteration 9Q: 3 clusters Score -3045876 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3046442.000000 Penalty: 4841.313965
	Iteration 10Q: 3 clusters Score -3046442 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3046924.750000 Penalty: 4841.313965
	Iteration 11Q: 3 clusters Score -3046925 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3047313.750000 Penalty: 4841.313965
	Iteration 12Q: 3 clusters Score -3047314 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3047621.000000 Penalty: 4841.313965
	Iteration 13Q: 3 clusters Score -3047621 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3047879.500000 Penalty: 4841.313965
	Iteration 14Q: 3 clusters Score -3047880 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3048080.500000 Penalty: 4841.313965
	Iteration 15Q: 3 clusters Score -3048080 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3048243.250000 Penalty: 4841.313965
	Iteration 16Q: 3 clusters Score -3048243 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3048376.500000 Penalty: 4841.313965
	Iteration 17Q: 3 clusters Score -3048376 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3048488.500000 Penalty: 4841.313965
	Iteration 18Q: 3 clusters Score -3048488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3048570.250000 Penalty: 4841.313965
	Iteration 19Q: 3 clusters Score -3048570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3048613.500000 Penalty: 4841.313965
	Iteration 20F: 3 clusters Score -3048614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3048635.500000 Penalty: 4841.313965
	Iteration 21Q: 3 clusters Score -3048636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3048652.750000 Penalty: 4841.313965
	Iteration 22Q: 3 clusters Score -3048653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3048660.750000 Penalty: 4841.313965
	Iteration 23Q: 3 clusters Score -3048661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3048675.000000 Penalty: 4841.313965
	Iteration 24Q: 3 clusters Score -3048675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3048681.250000 Penalty: 4841.313965
	Iteration 25Q: 3 clusters Score -3048681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3048696.000000 Penalty: 4841.313965
	Iteration 26Q: 3 clusters Score -3048696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3048699.250000 Penalty: 4841.313965
	Iteration 27Q: 3 clusters Score -3048699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3048705.000000 Penalty: 4841.313965
	Iteration 28Q: 3 clusters Score -3048705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3048708.500000 Penalty: 4841.313965
	Iteration 29Q: 3 clusters Score -3048708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3048707.500000 Penalty: 4841.313965
	Iteration 30Q: 3 clusters Score -3048708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3048709.250000 Penalty: 4841.313965
	Iteration 31Q: 3 clusters Score -3048709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3048713.750000 Penalty: 4841.313965
	Iteration 32Q: 3 clusters Score -3048714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3048712.250000 Penalty: 4841.313965
	Iteration 33Q: 3 clusters Score -3048712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3048713.250000 Penalty: 4841.313965
	Iteration 34Q: 3 clusters Score -3048713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3048711.500000 Penalty: 4841.313965
	Iteration 35Q: 3 clusters Score -3048712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3048712.000000 Penalty: 4841.313965
	Iteration 36Q: 3 clusters Score -3048712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3048712.000000 Penalty: 4841.313965
	Iteration 37F: 3 clusters Score -3048712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124254.210938 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124254.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125057.710938 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -125057.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125506.390625 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125506.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125838.992188 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126076.617188 Penalty: 3449.500977
	Iteration 4F: 3 clusters Score -126076.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -126320.539062 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -126320.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126542.453125 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -126542.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126679.562500 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -126679.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -126719.742188 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -126719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126734.054688 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -126734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126749.945312 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -126749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126756.171875 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126770.976562 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -126800.726562 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126800.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126821.804688 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -126821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126843.351562 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -126843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126871.937500 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -126871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -126900.460938 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -126900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126937.703125 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -126937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -126996.398438 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -126996.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127071.789062 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -127071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127168.890625 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -127168.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127255.164062 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -127255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127320.539062 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -127320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -127329.492188 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -127329.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127333.968750 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -127334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127334.812500 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -127334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127334.812500 Penalty: 3449.500977
	Iteration 27F: 3 clusters Score -127334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42165 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 49718 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 47060 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 36874 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47411 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 20 contains 41872 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 50800 members 
Mstep: Class 23 contains 42293 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 20984 members 
Mstep: Class 27 contains 41563 members 
Mstep: Class 28 contains 42759 members 
Mstep: Class 29 contains 58568 members 
Mstep: Class 30 contains 50168 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12610 members 
Mstep: Class 34 contains 68477 members 
Mstep: Class 35 contains 43007 members 
Mstep: Class 36 contains 42204 members 
Mstep: Class 37 contains 4981 members 
Mstep: Class 38 contains 50476 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 650 members 
Entering Unmasked Estep 
Score: -196418528.000000 Penalty: 138191.531250
Splitting cluster 6 changes total score from -196418768.000000 to -196418528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -93957.578125 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -93957.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92408.742188 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -92408.74 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93013.812500 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -93013.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93552.007812 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -93552.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93767.539062 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -93767.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -93961.734375 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -93961.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94040.304688 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -94040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94076.835938 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -94076.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94100.890625 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -94100.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94109.140625 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -94109.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94109.140625 Penalty: 3204.888184
	Iteration 9F: 3 clusters Score -94109.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 229 members 
Mstep: Class 8 contains 42165 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 49718 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 47060 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 36874 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47411 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 20 contains 41872 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 50800 members 
Mstep: Class 23 contains 42293 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 20984 members 
Mstep: Class 27 contains 41563 members 
Mstep: Class 28 contains 42759 members 
Mstep: Class 29 contains 58568 members 
Mstep: Class 30 contains 50168 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12610 members 
Mstep: Class 34 contains 68477 members 
Mstep: Class 35 contains 43007 members 
Mstep: Class 36 contains 42204 members 
Mstep: Class 37 contains 4981 members 
Mstep: Class 38 contains 50476 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 411 members 
Entering Unmasked Estep 
Score: -196417072.000000 Penalty: 138191.531250
Splitting cluster 7 changes total score from -196418768.000000 to -196417072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (42165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Entering Unmasked Estep 
Score: -7566064.500000 Penalty: 2641.037598
	Iteration 0F: 2 clusters Score -7566064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -7538100.500000 Penalty: 5282.075195
	Iteration 0F: 3 clusters Score -7538100 nChanged 19405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -7548971.500000 Penalty: 5282.075195
	Iteration 1F: 3 clusters Score -7548972 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -7549916.500000 Penalty: 5282.075195
	Iteration 2Q: 3 clusters Score -7549916 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -7550857.500000 Penalty: 5282.075195
	Iteration 3Q: 3 clusters Score -7550858 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -7551896.500000 Penalty: 5282.075195
	Iteration 4Q: 3 clusters Score -7551896 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -7553083.500000 Penalty: 5282.075195
	Iteration 5F: 3 clusters Score -7553084 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -7554649.500000 Penalty: 5282.075195
	Iteration 6F: 3 clusters Score -7554650 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -7556325.500000 Penalty: 5282.075195
	Iteration 7F: 3 clusters Score -7556326 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -7558006.500000 Penalty: 5282.075195
	Iteration 8F: 3 clusters Score -7558006 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -7559223.500000 Penalty: 5282.075195
	Iteration 9Q: 3 clusters Score -7559224 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -7559930.500000 Penalty: 5282.075195
	Iteration 10Q: 3 clusters Score -7559930 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -7560316.500000 Penalty: 5282.075195
	Iteration 11Q: 3 clusters Score -7560316 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -7560544.500000 Penalty: 5282.075195
	Iteration 12Q: 3 clusters Score -7560544 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -7560729.000000 Penalty: 5282.075195
	Iteration 13Q: 3 clusters Score -7560729 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -7560872.500000 Penalty: 5282.075195
	Iteration 14Q: 3 clusters Score -7560872 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7560996.000000 Penalty: 5282.075195
	Iteration 15Q: 3 clusters Score -7560996 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -7561119.000000 Penalty: 5282.075195
	Iteration 16Q: 3 clusters Score -7561119 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -7561249.000000 Penalty: 5282.075195
	Iteration 17Q: 3 clusters Score -7561249 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -7561335.500000 Penalty: 5282.075195
	Iteration 18Q: 3 clusters Score -7561336 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -7561454.000000 Penalty: 5282.075195
	Iteration 19Q: 3 clusters Score -7561454 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -7561524.500000 Penalty: 5282.075195
	Iteration 20F: 3 clusters Score -7561524 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -7561600.000000 Penalty: 5282.075195
	Iteration 21Q: 3 clusters Score -7561600 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -7561676.500000 Penalty: 5282.075195
	Iteration 22Q: 3 clusters Score -7561676 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7561725.500000 Penalty: 5282.075195
	Iteration 23Q: 3 clusters Score -7561726 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -7561812.500000 Penalty: 5282.075195
	Iteration 24Q: 3 clusters Score -7561812 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -7561843.000000 Penalty: 5282.075195
	Iteration 25Q: 3 clusters Score -7561843 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -7561897.000000 Penalty: 5282.075195
	Iteration 26Q: 3 clusters Score -7561897 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7561974.500000 Penalty: 5282.075195
	Iteration 27Q: 3 clusters Score -7561974 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -7562024.000000 Penalty: 5282.075195
	Iteration 28Q: 3 clusters Score -7562024 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -7562095.500000 Penalty: 5282.075195
	Iteration 29Q: 3 clusters Score -7562096 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -7562143.000000 Penalty: 5282.075195
	Iteration 30Q: 3 clusters Score -7562143 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -7562196.500000 Penalty: 5282.075195
	Iteration 31Q: 3 clusters Score -7562196 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7562222.500000 Penalty: 5282.075195
	Iteration 32Q: 3 clusters Score -7562222 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -7562296.500000 Penalty: 5282.075195
	Iteration 33Q: 3 clusters Score -7562296 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -7562382.500000 Penalty: 5282.075195
	Iteration 34Q: 3 clusters Score -7562382 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -7562463.000000 Penalty: 5282.075195
	Iteration 35Q: 3 clusters Score -7562463 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -7562540.000000 Penalty: 5282.075195
	Iteration 36Q: 3 clusters Score -7562540 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -7562614.000000 Penalty: 5282.075195
	Iteration 37Q: 3 clusters Score -7562614 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -7562693.000000 Penalty: 5282.075195
	Iteration 38Q: 3 clusters Score -7562693 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7562817.500000 Penalty: 5282.075195
	Iteration 39Q: 3 clusters Score -7562818 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -7562899.500000 Penalty: 5282.075195
	Iteration 40F: 3 clusters Score -7562900 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -7562987.000000 Penalty: 5282.075195
	Iteration 41Q: 3 clusters Score -7562987 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -7563073.500000 Penalty: 5282.075195
	Iteration 42Q: 3 clusters Score -7563074 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -7563144.500000 Penalty: 5282.075195
	Iteration 43Q: 3 clusters Score -7563144 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7563229.000000 Penalty: 5282.075195
	Iteration 44Q: 3 clusters Score -7563229 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -7563346.000000 Penalty: 5282.075195
	Iteration 45Q: 3 clusters Score -7563346 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7563401.000000 Penalty: 5282.075195
	Iteration 46Q: 3 clusters Score -7563401 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -7563473.000000 Penalty: 5282.075195
	Iteration 47Q: 3 clusters Score -7563473 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -7563535.500000 Penalty: 5282.075195
	Iteration 48Q: 3 clusters Score -7563536 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7563565.500000 Penalty: 5282.075195
	Iteration 49Q: 3 clusters Score -7563566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7563612.500000 Penalty: 5282.075195
	Iteration 50Q: 3 clusters Score -7563612 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -7563638.500000 Penalty: 5282.075195
	Iteration 51Q: 3 clusters Score -7563638 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7563674.000000 Penalty: 5282.075195
	Iteration 52Q: 3 clusters Score -7563674 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -7563711.500000 Penalty: 5282.075195
	Iteration 53Q: 3 clusters Score -7563712 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -7563747.500000 Penalty: 5282.075195
	Iteration 54Q: 3 clusters Score -7563748 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7563798.000000 Penalty: 5282.075195
	Iteration 55Q: 3 clusters Score -7563798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7563856.500000 Penalty: 5282.075195
	Iteration 56Q: 3 clusters Score -7563856 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -7563900.000000 Penalty: 5282.075195
	Iteration 57Q: 3 clusters Score -7563900 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -7563914.500000 Penalty: 5282.075195
	Iteration 58Q: 3 clusters Score -7563914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7563930.500000 Penalty: 5282.075195
	Iteration 59Q: 3 clusters Score -7563930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7563960.500000 Penalty: 5282.075195
	Iteration 60F: 3 clusters Score -7563960 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -7563987.000000 Penalty: 5282.075195
	Iteration 61Q: 3 clusters Score -7563987 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -7564001.000000 Penalty: 5282.075195
	Iteration 62Q: 3 clusters Score -7564001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -7564029.500000 Penalty: 5282.075195
	Iteration 63Q: 3 clusters Score -7564030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7564044.000000 Penalty: 5282.075195
	Iteration 64Q: 3 clusters Score -7564044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -7564070.000000 Penalty: 5282.075195
	Iteration 65Q: 3 clusters Score -7564070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -7564090.000000 Penalty: 5282.075195
	Iteration 66Q: 3 clusters Score -7564090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7564102.500000 Penalty: 5282.075195
	Iteration 67Q: 3 clusters Score -7564102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -7564123.500000 Penalty: 5282.075195
	Iteration 68Q: 3 clusters Score -7564124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7564122.500000 Penalty: 5282.075195
	Iteration 69Q: 3 clusters Score -7564122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7564133.500000 Penalty: 5282.075195
	Iteration 70Q: 3 clusters Score -7564134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -7564143.500000 Penalty: 5282.075195
	Iteration 71Q: 3 clusters Score -7564144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7564154.500000 Penalty: 5282.075195
	Iteration 72Q: 3 clusters Score -7564154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7564161.500000 Penalty: 5282.075195
	Iteration 73Q: 3 clusters Score -7564162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -7564158.000000 Penalty: 5282.075195
	Iteration 74Q: 3 clusters Score -7564158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7564165.000000 Penalty: 5282.075195
	Iteration 75Q: 3 clusters Score -7564165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -7564153.000000 Penalty: 5282.075195
	Iteration 76Q: 3 clusters Score -7564153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7564164.000000 Penalty: 5282.075195
	Iteration 77Q: 3 clusters Score -7564164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -7564154.500000 Penalty: 5282.075195
	Iteration 78Q: 3 clusters Score -7564154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -7564142.000000 Penalty: 5282.075195
	Iteration 79Q: 3 clusters Score -7564142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -7564140.500000 Penalty: 5282.075195
	Iteration 80F: 3 clusters Score -7564140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -7564140.000000 Penalty: 5282.075195
	Iteration 81Q: 3 clusters Score -7564140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7564145.500000 Penalty: 5282.075195
	Iteration 82Q: 3 clusters Score -7564146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7564146.000000 Penalty: 5282.075195
	Iteration 83Q: 3 clusters Score -7564146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -7564143.500000 Penalty: 5282.075195
	Iteration 84Q: 3 clusters Score -7564144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7564154.500000 Penalty: 5282.075195
	Iteration 85Q: 3 clusters Score -7564154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7564156.000000 Penalty: 5282.075195
	Iteration 86Q: 3 clusters Score -7564156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7564160.000000 Penalty: 5282.075195
	Iteration 87Q: 3 clusters Score -7564160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7564166.500000 Penalty: 5282.075195
	Iteration 88Q: 3 clusters Score -7564166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -7564169.500000 Penalty: 5282.075195
	Iteration 89Q: 3 clusters Score -7564170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -7564174.500000 Penalty: 5282.075195
	Iteration 90Q: 3 clusters Score -7564174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7564169.500000 Penalty: 5282.075195
	Iteration 91Q: 3 clusters Score -7564170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -7564175.000000 Penalty: 5282.075195
	Iteration 92Q: 3 clusters Score -7564175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -7564177.000000 Penalty: 5282.075195
	Iteration 93Q: 3 clusters Score -7564177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -7564179.000000 Penalty: 5282.075195
	Iteration 94Q: 3 clusters Score -7564179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -7564174.000000 Penalty: 5282.075195
	Iteration 95Q: 3 clusters Score -7564174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7564175.500000 Penalty: 5282.075195
	Iteration 96Q: 3 clusters Score -7564176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7564175.500000 Penalty: 5282.075195
	Iteration 97F: 3 clusters Score -7564176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -1544917.250000 Penalty: 2252.292725
	Iteration 0F: 2 clusters Score -1544917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1538020.625000 Penalty: 4504.585449
	Iteration 0F: 3 clusters Score -1538021 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1540067.875000 Penalty: 4504.585449
	Iteration 1F: 3 clusters Score -1540068 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1540459.250000 Penalty: 4504.585449
	Iteration 2F: 3 clusters Score -1540459 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1540740.375000 Penalty: 4504.585449
	Iteration 3F: 3 clusters Score -1540740 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1540954.125000 Penalty: 4504.585449
	Iteration 4Q: 3 clusters Score -1540954 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1541163.750000 Penalty: 4504.585449
	Iteration 5Q: 3 clusters Score -1541164 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1541387.375000 Penalty: 4504.585449
	Iteration 6Q: 3 clusters Score -1541387 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1541638.250000 Penalty: 4504.585449
	Iteration 7Q: 3 clusters Score -1541638 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1541849.125000 Penalty: 4504.585449
	Iteration 8Q: 3 clusters Score -1541849 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1542044.875000 Penalty: 4504.585449
	Iteration 9Q: 3 clusters Score -1542045 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1542209.625000 Penalty: 4504.585449
	Iteration 10Q: 3 clusters Score -1542210 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1542365.500000 Penalty: 4504.585449
	Iteration 11Q: 3 clusters Score -1542366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1542494.875000 Penalty: 4504.585449
	Iteration 12Q: 3 clusters Score -1542495 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1542621.750000 Penalty: 4504.585449
	Iteration 13Q: 3 clusters Score -1542622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1542735.625000 Penalty: 4504.585449
	Iteration 14Q: 3 clusters Score -1542736 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1542838.125000 Penalty: 4504.585449
	Iteration 15Q: 3 clusters Score -1542838 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1542923.625000 Penalty: 4504.585449
	Iteration 16Q: 3 clusters Score -1542924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1543004.250000 Penalty: 4504.585449
	Iteration 17Q: 3 clusters Score -1543004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1543078.500000 Penalty: 4504.585449
	Iteration 18Q: 3 clusters Score -1543078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1543132.375000 Penalty: 4504.585449
	Iteration 19Q: 3 clusters Score -1543132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1543173.500000 Penalty: 4504.585449
	Iteration 20F: 3 clusters Score -1543174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1543210.625000 Penalty: 4504.585449
	Iteration 21Q: 3 clusters Score -1543211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1543249.500000 Penalty: 4504.585449
	Iteration 22Q: 3 clusters Score -1543250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1543279.125000 Penalty: 4504.585449
	Iteration 23Q: 3 clusters Score -1543279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1543304.750000 Penalty: 4504.585449
	Iteration 24Q: 3 clusters Score -1543305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1543332.375000 Penalty: 4504.585449
	Iteration 25Q: 3 clusters Score -1543332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1543363.375000 Penalty: 4504.585449
	Iteration 26Q: 3 clusters Score -1543363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1543391.250000 Penalty: 4504.585449
	Iteration 27Q: 3 clusters Score -1543391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1543411.875000 Penalty: 4504.585449
	Iteration 28Q: 3 clusters Score -1543412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1543435.125000 Penalty: 4504.585449
	Iteration 29Q: 3 clusters Score -1543435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1543449.625000 Penalty: 4504.585449
	Iteration 30Q: 3 clusters Score -1543450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1543463.250000 Penalty: 4504.585449
	Iteration 31Q: 3 clusters Score -1543463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1543475.875000 Penalty: 4504.585449
	Iteration 32Q: 3 clusters Score -1543476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1543489.125000 Penalty: 4504.585449
	Iteration 33Q: 3 clusters Score -1543489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1543503.250000 Penalty: 4504.585449
	Iteration 34Q: 3 clusters Score -1543503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1543516.125000 Penalty: 4504.585449
	Iteration 35Q: 3 clusters Score -1543516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1543519.000000 Penalty: 4504.585449
	Iteration 36Q: 3 clusters Score -1543519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1543526.125000 Penalty: 4504.585449
	Iteration 37Q: 3 clusters Score -1543526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1543535.000000 Penalty: 4504.585449
	Iteration 38Q: 3 clusters Score -1543535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1543539.125000 Penalty: 4504.585449
	Iteration 39Q: 3 clusters Score -1543539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1543553.375000 Penalty: 4504.585449
	Iteration 40F: 3 clusters Score -1543553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1543559.000000 Penalty: 4504.585449
	Iteration 41Q: 3 clusters Score -1543559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1543561.375000 Penalty: 4504.585449
	Iteration 42Q: 3 clusters Score -1543561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1543564.625000 Penalty: 4504.585449
	Iteration 43Q: 3 clusters Score -1543565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1543568.625000 Penalty: 4504.585449
	Iteration 44Q: 3 clusters Score -1543569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1543571.625000 Penalty: 4504.585449
	Iteration 45Q: 3 clusters Score -1543572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1543578.500000 Penalty: 4504.585449
	Iteration 46Q: 3 clusters Score -1543578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1543581.875000 Penalty: 4504.585449
	Iteration 47Q: 3 clusters Score -1543582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1543582.875000 Penalty: 4504.585449
	Iteration 48Q: 3 clusters Score -1543583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1543586.625000 Penalty: 4504.585449
	Iteration 49Q: 3 clusters Score -1543587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1543588.000000 Penalty: 4504.585449
	Iteration 50Q: 3 clusters Score -1543588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1543592.250000 Penalty: 4504.585449
	Iteration 51Q: 3 clusters Score -1543592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1543595.125000 Penalty: 4504.585449
	Iteration 52Q: 3 clusters Score -1543595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1543595.625000 Penalty: 4504.585449
	Iteration 53Q: 3 clusters Score -1543596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1543596.375000 Penalty: 4504.585449
	Iteration 54Q: 3 clusters Score -1543596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1543596.375000 Penalty: 4504.585449
	Iteration 55F: 3 clusters Score -1543596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Entering Unmasked Estep 
Score: -8829405.000000 Penalty: 2681.902344
	Iteration 0F: 2 clusters Score -8829405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -8798291.000000 Penalty: 5363.804688
	Iteration 0F: 3 clusters Score -8798291 nChanged 22941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -8811148.000000 Penalty: 5363.804688
	Iteration 1F: 3 clusters Score -8811148 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -8811719.000000 Penalty: 5363.804688
	Iteration 2Q: 3 clusters Score -8811719 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -8812226.000000 Penalty: 5363.804688
	Iteration 3Q: 3 clusters Score -8812226 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -8812669.000000 Penalty: 5363.804688
	Iteration 4Q: 3 clusters Score -8812669 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -8813108.000000 Penalty: 5363.804688
	Iteration 5Q: 3 clusters Score -8813108 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -8813398.000000 Penalty: 5363.804688
	Iteration 6Q: 3 clusters Score -8813398 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -8813771.000000 Penalty: 5363.804688
	Iteration 7Q: 3 clusters Score -8813771 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -8814204.000000 Penalty: 5363.804688
	Iteration 8Q: 3 clusters Score -8814204 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -8814781.000000 Penalty: 5363.804688
	Iteration 9Q: 3 clusters Score -8814781 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -8815533.000000 Penalty: 5363.804688
	Iteration 10Q: 3 clusters Score -8815533 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -8816659.000000 Penalty: 5363.804688
	Iteration 11Q: 3 clusters Score -8816659 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8818264.000000 Penalty: 5363.804688
	Iteration 12F: 3 clusters Score -8818264 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -8820241.000000 Penalty: 5363.804688
	Iteration 13F: 3 clusters Score -8820241 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -8822354.000000 Penalty: 5363.804688
	Iteration 14F: 3 clusters Score -8822354 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8823951.000000 Penalty: 5363.804688
	Iteration 15Q: 3 clusters Score -8823951 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -8824977.000000 Penalty: 5363.804688
	Iteration 16Q: 3 clusters Score -8824977 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8825677.000000 Penalty: 5363.804688
	Iteration 17Q: 3 clusters Score -8825677 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -8826112.000000 Penalty: 5363.804688
	Iteration 18Q: 3 clusters Score -8826112 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -8826428.000000 Penalty: 5363.804688
	Iteration 19Q: 3 clusters Score -8826428 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -8826675.000000 Penalty: 5363.804688
	Iteration 20F: 3 clusters Score -8826675 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -8826875.000000 Penalty: 5363.804688
	Iteration 21Q: 3 clusters Score -8826875 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -8827014.000000 Penalty: 5363.804688
	Iteration 22Q: 3 clusters Score -8827014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -8827168.000000 Penalty: 5363.804688
	Iteration 23Q: 3 clusters Score -8827168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -8827202.000000 Penalty: 5363.804688
	Iteration 24Q: 3 clusters Score -8827202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -8827301.000000 Penalty: 5363.804688
	Iteration 25Q: 3 clusters Score -8827301 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -8827336.000000 Penalty: 5363.804688
	Iteration 26Q: 3 clusters Score -8827336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -8827379.000000 Penalty: 5363.804688
	Iteration 27Q: 3 clusters Score -8827379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -8827424.000000 Penalty: 5363.804688
	Iteration 28Q: 3 clusters Score -8827424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -8827474.000000 Penalty: 5363.804688
	Iteration 29Q: 3 clusters Score -8827474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -8827489.000000 Penalty: 5363.804688
	Iteration 30Q: 3 clusters Score -8827489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -8827505.000000 Penalty: 5363.804688
	Iteration 31Q: 3 clusters Score -8827505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -8827540.000000 Penalty: 5363.804688
	Iteration 32Q: 3 clusters Score -8827540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -8827553.000000 Penalty: 5363.804688
	Iteration 33Q: 3 clusters Score -8827553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -8827572.000000 Penalty: 5363.804688
	Iteration 34Q: 3 clusters Score -8827572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -8827580.000000 Penalty: 5363.804688
	Iteration 35Q: 3 clusters Score -8827580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -8827589.000000 Penalty: 5363.804688
	Iteration 36Q: 3 clusters Score -8827589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -8827598.000000 Penalty: 5363.804688
	Iteration 37Q: 3 clusters Score -8827598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -8827605.000000 Penalty: 5363.804688
	Iteration 38Q: 3 clusters Score -8827605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -8827626.000000 Penalty: 5363.804688
	Iteration 39Q: 3 clusters Score -8827626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -8827638.000000 Penalty: 5363.804688
	Iteration 40F: 3 clusters Score -8827638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -8827637.000000 Penalty: 5363.804688
	Iteration 41Q: 3 clusters Score -8827637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -8827650.000000 Penalty: 5363.804688
	Iteration 42Q: 3 clusters Score -8827650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -8827658.000000 Penalty: 5363.804688
	Iteration 43Q: 3 clusters Score -8827658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -8827659.000000 Penalty: 5363.804688
	Iteration 44Q: 3 clusters Score -8827659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -8827659.000000 Penalty: 5363.804688
	Iteration 45Q: 3 clusters Score -8827659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -8827665.000000 Penalty: 5363.804688
	Iteration 46Q: 3 clusters Score -8827665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -8827661.000000 Penalty: 5363.804688
	Iteration 47Q: 3 clusters Score -8827661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -8827656.000000 Penalty: 5363.804688
	Iteration 48Q: 3 clusters Score -8827656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -8827666.000000 Penalty: 5363.804688
	Iteration 49Q: 3 clusters Score -8827666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -8827670.000000 Penalty: 5363.804688
	Iteration 50Q: 3 clusters Score -8827670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -8827671.000000 Penalty: 5363.804688
	Iteration 51Q: 3 clusters Score -8827671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -8827667.000000 Penalty: 5363.804688
	Iteration 52Q: 3 clusters Score -8827667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -8827665.000000 Penalty: 5363.804688
	Iteration 53Q: 3 clusters Score -8827665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -8827673.000000 Penalty: 5363.804688
	Iteration 54Q: 3 clusters Score -8827673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -8827673.000000 Penalty: 5363.804688
	Iteration 55F: 3 clusters Score -8827673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Entering Unmasked Estep 
Score: -1856107.125000 Penalty: 2296.406006
	Iteration 0F: 2 clusters Score -1856107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1848155.750000 Penalty: 4592.812012
	Iteration 0F: 3 clusters Score -1848156 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1850459.625000 Penalty: 4592.812012
	Iteration 1F: 3 clusters Score -1850460 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1850803.875000 Penalty: 4592.812012
	Iteration 2F: 3 clusters Score -1850804 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1851052.875000 Penalty: 4592.812012
	Iteration 3F: 3 clusters Score -1851053 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1851239.625000 Penalty: 4592.812012
	Iteration 4Q: 3 clusters Score -1851240 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1851413.000000 Penalty: 4592.812012
	Iteration 5Q: 3 clusters Score -1851413 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1851561.750000 Penalty: 4592.812012
	Iteration 6Q: 3 clusters Score -1851562 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1851697.500000 Penalty: 4592.812012
	Iteration 7Q: 3 clusters Score -1851698 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1851809.000000 Penalty: 4592.812012
	Iteration 8Q: 3 clusters Score -1851809 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1851909.250000 Penalty: 4592.812012
	Iteration 9Q: 3 clusters Score -1851909 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1851995.125000 Penalty: 4592.812012
	Iteration 10Q: 3 clusters Score -1851995 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1852092.125000 Penalty: 4592.812012
	Iteration 11Q: 3 clusters Score -1852092 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1852194.250000 Penalty: 4592.812012
	Iteration 12Q: 3 clusters Score -1852194 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1852325.250000 Penalty: 4592.812012
	Iteration 13Q: 3 clusters Score -1852325 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1852463.250000 Penalty: 4592.812012
	Iteration 14Q: 3 clusters Score -1852463 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1852629.750000 Penalty: 4592.812012
	Iteration 15Q: 3 clusters Score -1852630 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1852749.000000 Penalty: 4592.812012
	Iteration 16Q: 3 clusters Score -1852749 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1852881.875000 Penalty: 4592.812012
	Iteration 17Q: 3 clusters Score -1852882 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1853015.250000 Penalty: 4592.812012
	Iteration 18Q: 3 clusters Score -1853015 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1853112.375000 Penalty: 4592.812012
	Iteration 19Q: 3 clusters Score -1853112 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1853206.250000 Penalty: 4592.812012
	Iteration 20F: 3 clusters Score -1853206 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1853287.875000 Penalty: 4592.812012
	Iteration 21Q: 3 clusters Score -1853288 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1853351.125000 Penalty: 4592.812012
	Iteration 22Q: 3 clusters Score -1853351 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1853404.750000 Penalty: 4592.812012
	Iteration 23Q: 3 clusters Score -1853405 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1853467.875000 Penalty: 4592.812012
	Iteration 24Q: 3 clusters Score -1853468 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1853521.875000 Penalty: 4592.812012
	Iteration 25Q: 3 clusters Score -1853522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1853588.625000 Penalty: 4592.812012
	Iteration 26Q: 3 clusters Score -1853589 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1853647.750000 Penalty: 4592.812012
	Iteration 27Q: 3 clusters Score -1853648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1853700.500000 Penalty: 4592.812012
	Iteration 28Q: 3 clusters Score -1853700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1853750.750000 Penalty: 4592.812012
	Iteration 29Q: 3 clusters Score -1853751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1853806.000000 Penalty: 4592.812012
	Iteration 30Q: 3 clusters Score -1853806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1853861.625000 Penalty: 4592.812012
	Iteration 31Q: 3 clusters Score -1853862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1853917.250000 Penalty: 4592.812012
	Iteration 32Q: 3 clusters Score -1853917 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1853966.125000 Penalty: 4592.812012
	Iteration 33Q: 3 clusters Score -1853966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1854012.125000 Penalty: 4592.812012
	Iteration 34Q: 3 clusters Score -1854012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1854058.125000 Penalty: 4592.812012
	Iteration 35Q: 3 clusters Score -1854058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1854090.750000 Penalty: 4592.812012
	Iteration 36Q: 3 clusters Score -1854091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1854123.500000 Penalty: 4592.812012
	Iteration 37Q: 3 clusters Score -1854124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1854150.250000 Penalty: 4592.812012
	Iteration 38Q: 3 clusters Score -1854150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1854173.125000 Penalty: 4592.812012
	Iteration 39Q: 3 clusters Score -1854173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1854182.000000 Penalty: 4592.812012
	Iteration 40F: 3 clusters Score -1854182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1854199.875000 Penalty: 4592.812012
	Iteration 41Q: 3 clusters Score -1854200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1854219.500000 Penalty: 4592.812012
	Iteration 42Q: 3 clusters Score -1854220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1854232.125000 Penalty: 4592.812012
	Iteration 43Q: 3 clusters Score -1854232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1854236.250000 Penalty: 4592.812012
	Iteration 44Q: 3 clusters Score -1854236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1854238.875000 Penalty: 4592.812012
	Iteration 45Q: 3 clusters Score -1854239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1854243.500000 Penalty: 4592.812012
	Iteration 46Q: 3 clusters Score -1854244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1854249.250000 Penalty: 4592.812012
	Iteration 47Q: 3 clusters Score -1854249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1854250.250000 Penalty: 4592.812012
	Iteration 48Q: 3 clusters Score -1854250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1854254.750000 Penalty: 4592.812012
	Iteration 49Q: 3 clusters Score -1854255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1854257.125000 Penalty: 4592.812012
	Iteration 50Q: 3 clusters Score -1854257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1854258.875000 Penalty: 4592.812012
	Iteration 51Q: 3 clusters Score -1854259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1854261.375000 Penalty: 4592.812012
	Iteration 52Q: 3 clusters Score -1854261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1854264.500000 Penalty: 4592.812012
	Iteration 53Q: 3 clusters Score -1854264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1854262.875000 Penalty: 4592.812012
	Iteration 54Q: 3 clusters Score -1854263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1854263.875000 Penalty: 4592.812012
	Iteration 55Q: 3 clusters Score -1854264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1854263.875000 Penalty: 4592.812012
	Iteration 56F: 3 clusters Score -1854264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Entering Unmasked Estep 
Score: -4043837.250000 Penalty: 2486.045410
	Iteration 0F: 2 clusters Score -4043837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4028182.500000 Penalty: 4972.090820
	Iteration 0F: 3 clusters Score -4028182 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4033315.000000 Penalty: 4972.090820
	Iteration 1F: 3 clusters Score -4033315 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4033716.250000 Penalty: 4972.090820
	Iteration 2F: 3 clusters Score -4033716 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4034033.250000 Penalty: 4972.090820
	Iteration 3Q: 3 clusters Score -4034033 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4034296.750000 Penalty: 4972.090820
	Iteration 4Q: 3 clusters Score -4034297 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4034568.500000 Penalty: 4972.090820
	Iteration 5Q: 3 clusters Score -4034568 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4034846.000000 Penalty: 4972.090820
	Iteration 6Q: 3 clusters Score -4034846 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4035170.750000 Penalty: 4972.090820
	Iteration 7Q: 3 clusters Score -4035171 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -4035532.000000 Penalty: 4972.090820
	Iteration 8Q: 3 clusters Score -4035532 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4035988.000000 Penalty: 4972.090820
	Iteration 9Q: 3 clusters Score -4035988 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4036549.000000 Penalty: 4972.090820
	Iteration 10Q: 3 clusters Score -4036549 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4037150.500000 Penalty: 4972.090820
	Iteration 11Q: 3 clusters Score -4037150 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -4037723.250000 Penalty: 4972.090820
	Iteration 12Q: 3 clusters Score -4037723 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4038223.250000 Penalty: 4972.090820
	Iteration 13Q: 3 clusters Score -4038223 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -4038655.500000 Penalty: 4972.090820
	Iteration 14Q: 3 clusters Score -4038656 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4038943.250000 Penalty: 4972.090820
	Iteration 15Q: 3 clusters Score -4038943 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -4039145.000000 Penalty: 4972.090820
	Iteration 16Q: 3 clusters Score -4039145 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -4039264.500000 Penalty: 4972.090820
	Iteration 17Q: 3 clusters Score -4039264 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4039349.250000 Penalty: 4972.090820
	Iteration 18Q: 3 clusters Score -4039349 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4039418.750000 Penalty: 4972.090820
	Iteration 19Q: 3 clusters Score -4039419 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4039480.750000 Penalty: 4972.090820
	Iteration 20F: 3 clusters Score -4039481 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -4039552.500000 Penalty: 4972.090820
	Iteration 21Q: 3 clusters Score -4039552 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -4039614.000000 Penalty: 4972.090820
	Iteration 22Q: 3 clusters Score -4039614 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4039676.500000 Penalty: 4972.090820
	Iteration 23Q: 3 clusters Score -4039676 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4039705.750000 Penalty: 4972.090820
	Iteration 24Q: 3 clusters Score -4039706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -4039776.250000 Penalty: 4972.090820
	Iteration 25Q: 3 clusters Score -4039776 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4039843.500000 Penalty: 4972.090820
	Iteration 26Q: 3 clusters Score -4039844 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4039888.250000 Penalty: 4972.090820
	Iteration 27Q: 3 clusters Score -4039888 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4039969.750000 Penalty: 4972.090820
	Iteration 28Q: 3 clusters Score -4039970 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4040056.000000 Penalty: 4972.090820
	Iteration 29Q: 3 clusters Score -4040056 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4040137.250000 Penalty: 4972.090820
	Iteration 30Q: 3 clusters Score -4040137 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4040220.500000 Penalty: 4972.090820
	Iteration 31Q: 3 clusters Score -4040220 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4040313.500000 Penalty: 4972.090820
	Iteration 32Q: 3 clusters Score -4040314 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4040396.500000 Penalty: 4972.090820
	Iteration 33Q: 3 clusters Score -4040396 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4040487.500000 Penalty: 4972.090820
	Iteration 34Q: 3 clusters Score -4040488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4040580.500000 Penalty: 4972.090820
	Iteration 35Q: 3 clusters Score -4040580 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4040652.250000 Penalty: 4972.090820
	Iteration 36Q: 3 clusters Score -4040652 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4040722.000000 Penalty: 4972.090820
	Iteration 37Q: 3 clusters Score -4040722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4040799.000000 Penalty: 4972.090820
	Iteration 38Q: 3 clusters Score -4040799 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4040870.000000 Penalty: 4972.090820
	Iteration 39Q: 3 clusters Score -4040870 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4040931.250000 Penalty: 4972.090820
	Iteration 40F: 3 clusters Score -4040931 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4041013.250000 Penalty: 4972.090820
	Iteration 41Q: 3 clusters Score -4041013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4041086.750000 Penalty: 4972.090820
	Iteration 42Q: 3 clusters Score -4041087 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4041152.500000 Penalty: 4972.090820
	Iteration 43Q: 3 clusters Score -4041152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4041213.500000 Penalty: 4972.090820
	Iteration 44Q: 3 clusters Score -4041214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4041272.750000 Penalty: 4972.090820
	Iteration 45Q: 3 clusters Score -4041273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4041346.000000 Penalty: 4972.090820
	Iteration 46Q: 3 clusters Score -4041346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4041405.250000 Penalty: 4972.090820
	Iteration 47Q: 3 clusters Score -4041405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4041452.500000 Penalty: 4972.090820
	Iteration 48Q: 3 clusters Score -4041452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4041511.000000 Penalty: 4972.090820
	Iteration 49Q: 3 clusters Score -4041511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4041547.250000 Penalty: 4972.090820
	Iteration 50Q: 3 clusters Score -4041547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4041578.750000 Penalty: 4972.090820
	Iteration 51Q: 3 clusters Score -4041579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4041600.000000 Penalty: 4972.090820
	Iteration 52Q: 3 clusters Score -4041600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4041626.250000 Penalty: 4972.090820
	Iteration 53Q: 3 clusters Score -4041626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4041639.500000 Penalty: 4972.090820
	Iteration 54Q: 3 clusters Score -4041640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4041655.500000 Penalty: 4972.090820
	Iteration 55Q: 3 clusters Score -4041656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4041660.750000 Penalty: 4972.090820
	Iteration 56Q: 3 clusters Score -4041661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4041667.750000 Penalty: 4972.090820
	Iteration 57Q: 3 clusters Score -4041668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4041679.000000 Penalty: 4972.090820
	Iteration 58Q: 3 clusters Score -4041679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4041684.250000 Penalty: 4972.090820
	Iteration 59Q: 3 clusters Score -4041684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4041684.500000 Penalty: 4972.090820
	Iteration 60F: 3 clusters Score -4041684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4041694.250000 Penalty: 4972.090820
	Iteration 61Q: 3 clusters Score -4041694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4041698.750000 Penalty: 4972.090820
	Iteration 62Q: 3 clusters Score -4041699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4041703.750000 Penalty: 4972.090820
	Iteration 63Q: 3 clusters Score -4041704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4041706.000000 Penalty: 4972.090820
	Iteration 64Q: 3 clusters Score -4041706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4041710.750000 Penalty: 4972.090820
	Iteration 65Q: 3 clusters Score -4041711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4041718.000000 Penalty: 4972.090820
	Iteration 66Q: 3 clusters Score -4041718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4041726.250000 Penalty: 4972.090820
	Iteration 67Q: 3 clusters Score -4041726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4041731.500000 Penalty: 4972.090820
	Iteration 68Q: 3 clusters Score -4041732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4041741.500000 Penalty: 4972.090820
	Iteration 69Q: 3 clusters Score -4041742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4041741.000000 Penalty: 4972.090820
	Iteration 70Q: 3 clusters Score -4041741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4041750.750000 Penalty: 4972.090820
	Iteration 71Q: 3 clusters Score -4041751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4041759.250000 Penalty: 4972.090820
	Iteration 72Q: 3 clusters Score -4041759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4041769.750000 Penalty: 4972.090820
	Iteration 73Q: 3 clusters Score -4041770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4041781.000000 Penalty: 4972.090820
	Iteration 74Q: 3 clusters Score -4041781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4041782.250000 Penalty: 4972.090820
	Iteration 75Q: 3 clusters Score -4041782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4041785.750000 Penalty: 4972.090820
	Iteration 76Q: 3 clusters Score -4041786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4041786.000000 Penalty: 4972.090820
	Iteration 77Q: 3 clusters Score -4041786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4041788.500000 Penalty: 4972.090820
	Iteration 78Q: 3 clusters Score -4041788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4041788.500000 Penalty: 4972.090820
	Iteration 79Q: 3 clusters Score -4041788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4041795.500000 Penalty: 4972.090820
	Iteration 80F: 3 clusters Score -4041796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4041796.000000 Penalty: 4972.090820
	Iteration 81Q: 3 clusters Score -4041796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4041797.500000 Penalty: 4972.090820
	Iteration 82Q: 3 clusters Score -4041798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4041797.500000 Penalty: 4972.090820
	Iteration 83F: 3 clusters Score -4041798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Entering Unmasked Estep 
Score: -8376816.500000 Penalty: 2668.276367
	Iteration 0F: 2 clusters Score -8376816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -8346681.000000 Penalty: 5336.552734
	Iteration 0F: 3 clusters Score -8346681 nChanged 21837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8358543.000000 Penalty: 5336.552734
	Iteration 1F: 3 clusters Score -8358543 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -8359203.000000 Penalty: 5336.552734
	Iteration 2Q: 3 clusters Score -8359203 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -8359886.500000 Penalty: 5336.552734
	Iteration 3Q: 3 clusters Score -8359886 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -8360765.500000 Penalty: 5336.552734
	Iteration 4Q: 3 clusters Score -8360766 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -8361832.500000 Penalty: 5336.552734
	Iteration 5Q: 3 clusters Score -8361832 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -8363651.500000 Penalty: 5336.552734
	Iteration 6F: 3 clusters Score -8363652 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -8366262.000000 Penalty: 5336.552734
	Iteration 7F: 3 clusters Score -8366262 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -8369277.500000 Penalty: 5336.552734
	Iteration 8F: 3 clusters Score -8369278 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -8371731.000000 Penalty: 5336.552734
	Iteration 9F: 3 clusters Score -8371731 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8373148.500000 Penalty: 5336.552734
	Iteration 10Q: 3 clusters Score -8373148 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8373857.500000 Penalty: 5336.552734
	Iteration 11Q: 3 clusters Score -8373858 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8374189.500000 Penalty: 5336.552734
	Iteration 12Q: 3 clusters Score -8374190 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -8374423.000000 Penalty: 5336.552734
	Iteration 13Q: 3 clusters Score -8374423 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -8374512.500000 Penalty: 5336.552734
	Iteration 14Q: 3 clusters Score -8374512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -8374595.500000 Penalty: 5336.552734
	Iteration 15Q: 3 clusters Score -8374596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -8374640.500000 Penalty: 5336.552734
	Iteration 16Q: 3 clusters Score -8374640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -8374652.500000 Penalty: 5336.552734
	Iteration 17Q: 3 clusters Score -8374652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8374665.500000 Penalty: 5336.552734
	Iteration 18Q: 3 clusters Score -8374666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -8374679.500000 Penalty: 5336.552734
	Iteration 19Q: 3 clusters Score -8374680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8374673.000000 Penalty: 5336.552734
	Iteration 20F: 3 clusters Score -8374673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -8374678.500000 Penalty: 5336.552734
	Iteration 21Q: 3 clusters Score -8374678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -8374682.500000 Penalty: 5336.552734
	Iteration 22Q: 3 clusters Score -8374682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -8374685.500000 Penalty: 5336.552734
	Iteration 23Q: 3 clusters Score -8374686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -8374682.500000 Penalty: 5336.552734
	Iteration 24Q: 3 clusters Score -8374682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8374690.000000 Penalty: 5336.552734
	Iteration 25Q: 3 clusters Score -8374690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -8374703.500000 Penalty: 5336.552734
	Iteration 26Q: 3 clusters Score -8374704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8374710.500000 Penalty: 5336.552734
	Iteration 27Q: 3 clusters Score -8374710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -8374713.500000 Penalty: 5336.552734
	Iteration 28Q: 3 clusters Score -8374714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8374717.000000 Penalty: 5336.552734
	Iteration 29Q: 3 clusters Score -8374717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -8374715.000000 Penalty: 5336.552734
	Iteration 30Q: 3 clusters Score -8374715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -8374715.000000 Penalty: 5336.552734
	Iteration 31F: 3 clusters Score -8374715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Entering Unmasked Estep 
Score: -8509002.000000 Penalty: 2668.376465
	Iteration 0F: 2 clusters Score -8509002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -8479500.000000 Penalty: 5336.752930
	Iteration 0F: 3 clusters Score -8479500 nChanged 21703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -8491627.000000 Penalty: 5336.752930
	Iteration 1F: 3 clusters Score -8491627 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -8492154.000000 Penalty: 5336.752930
	Iteration 2Q: 3 clusters Score -8492154 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8492698.000000 Penalty: 5336.752930
	Iteration 3Q: 3 clusters Score -8492698 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -8493310.000000 Penalty: 5336.752930
	Iteration 4Q: 3 clusters Score -8493310 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8494196.000000 Penalty: 5336.752930
	Iteration 5Q: 3 clusters Score -8494196 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -8495635.000000 Penalty: 5336.752930
	Iteration 6F: 3 clusters Score -8495635 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -8497729.000000 Penalty: 5336.752930
	Iteration 7F: 3 clusters Score -8497729 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -8500530.000000 Penalty: 5336.752930
	Iteration 8F: 3 clusters Score -8500530 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -8503242.000000 Penalty: 5336.752930
	Iteration 9F: 3 clusters Score -8503242 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8505068.000000 Penalty: 5336.752930
	Iteration 10F: 3 clusters Score -8505068 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8506029.000000 Penalty: 5336.752930
	Iteration 11Q: 3 clusters Score -8506029 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8506407.000000 Penalty: 5336.752930
	Iteration 12Q: 3 clusters Score -8506407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8506614.000000 Penalty: 5336.752930
	Iteration 13Q: 3 clusters Score -8506614 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8506689.000000 Penalty: 5336.752930
	Iteration 14Q: 3 clusters Score -8506689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8506752.000000 Penalty: 5336.752930
	Iteration 15Q: 3 clusters Score -8506752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8506784.000000 Penalty: 5336.752930
	Iteration 16Q: 3 clusters Score -8506784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8506822.000000 Penalty: 5336.752930
	Iteration 17Q: 3 clusters Score -8506822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8506839.000000 Penalty: 5336.752930
	Iteration 18Q: 3 clusters Score -8506839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8506858.000000 Penalty: 5336.752930
	Iteration 19Q: 3 clusters Score -8506858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8506865.000000 Penalty: 5336.752930
	Iteration 20F: 3 clusters Score -8506865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8506893.000000 Penalty: 5336.752930
	Iteration 21Q: 3 clusters Score -8506893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8506894.000000 Penalty: 5336.752930
	Iteration 22Q: 3 clusters Score -8506894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8506909.000000 Penalty: 5336.752930
	Iteration 23Q: 3 clusters Score -8506909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8506902.000000 Penalty: 5336.752930
	Iteration 24Q: 3 clusters Score -8506902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8506910.000000 Penalty: 5336.752930
	Iteration 25Q: 3 clusters Score -8506910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8506918.000000 Penalty: 5336.752930
	Iteration 26Q: 3 clusters Score -8506918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8506922.000000 Penalty: 5336.752930
	Iteration 27Q: 3 clusters Score -8506922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8506926.000000 Penalty: 5336.752930
	Iteration 28Q: 3 clusters Score -8506926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8506926.000000 Penalty: 5336.752930
	Iteration 29Q: 3 clusters Score -8506926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8506928.000000 Penalty: 5336.752930
	Iteration 30Q: 3 clusters Score -8506928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8506931.000000 Penalty: 5336.752930
	Iteration 31Q: 3 clusters Score -8506931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8506941.000000 Penalty: 5336.752930
	Iteration 32Q: 3 clusters Score -8506941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8506935.000000 Penalty: 5336.752930
	Iteration 33Q: 3 clusters Score -8506935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8506937.000000 Penalty: 5336.752930
	Iteration 34Q: 3 clusters Score -8506937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8506937.000000 Penalty: 5336.752930
	Iteration 35F: 3 clusters Score -8506937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Entering Unmasked Estep 
Score: -6605077.000000 Penalty: 2607.784912
	Iteration 0F: 2 clusters Score -6605077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -6580144.500000 Penalty: 5215.569824
	Iteration 0F: 3 clusters Score -6580144 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -6589259.000000 Penalty: 5215.569824
	Iteration 1F: 3 clusters Score -6589259 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -6589616.000000 Penalty: 5215.569824
	Iteration 2Q: 3 clusters Score -6589616 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -6589964.000000 Penalty: 5215.569824
	Iteration 3Q: 3 clusters Score -6589964 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -6590354.500000 Penalty: 5215.569824
	Iteration 4Q: 3 clusters Score -6590354 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -6590788.000000 Penalty: 5215.569824
	Iteration 5Q: 3 clusters Score -6590788 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -6591391.500000 Penalty: 5215.569824
	Iteration 6Q: 3 clusters Score -6591392 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -6592186.500000 Penalty: 5215.569824
	Iteration 7Q: 3 clusters Score -6592186 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -6593328.000000 Penalty: 5215.569824
	Iteration 8F: 3 clusters Score -6593328 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6594886.000000 Penalty: 5215.569824
	Iteration 9F: 3 clusters Score -6594886 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6596614.000000 Penalty: 5215.569824
	Iteration 10F: 3 clusters Score -6596614 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6598262.000000 Penalty: 5215.569824
	Iteration 11F: 3 clusters Score -6598262 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -6599866.500000 Penalty: 5215.569824
	Iteration 12Q: 3 clusters Score -6599866 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -6600980.500000 Penalty: 5215.569824
	Iteration 13Q: 3 clusters Score -6600980 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -6601705.500000 Penalty: 5215.569824
	Iteration 14Q: 3 clusters Score -6601706 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -6602166.500000 Penalty: 5215.569824
	Iteration 15Q: 3 clusters Score -6602166 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -6602421.000000 Penalty: 5215.569824
	Iteration 16Q: 3 clusters Score -6602421 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -6602546.000000 Penalty: 5215.569824
	Iteration 17Q: 3 clusters Score -6602546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -6602630.500000 Penalty: 5215.569824
	Iteration 18Q: 3 clusters Score -6602630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -6602686.000000 Penalty: 5215.569824
	Iteration 19Q: 3 clusters Score -6602686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -6602713.000000 Penalty: 5215.569824
	Iteration 20F: 3 clusters Score -6602713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -6602724.500000 Penalty: 5215.569824
	Iteration 21Q: 3 clusters Score -6602724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -6602731.000000 Penalty: 5215.569824
	Iteration 22Q: 3 clusters Score -6602731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -6602741.500000 Penalty: 5215.569824
	Iteration 23Q: 3 clusters Score -6602742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -6602750.500000 Penalty: 5215.569824
	Iteration 24Q: 3 clusters Score -6602750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -6602756.500000 Penalty: 5215.569824
	Iteration 25Q: 3 clusters Score -6602756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -6602761.000000 Penalty: 5215.569824
	Iteration 26Q: 3 clusters Score -6602761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -6602761.500000 Penalty: 5215.569824
	Iteration 27Q: 3 clusters Score -6602762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -6602759.000000 Penalty: 5215.569824
	Iteration 28Q: 3 clusters Score -6602759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -6602764.000000 Penalty: 5215.569824
	Iteration 29Q: 3 clusters Score -6602764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -6602765.000000 Penalty: 5215.569824
	Iteration 30Q: 3 clusters Score -6602765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -6602767.500000 Penalty: 5215.569824
	Iteration 31Q: 3 clusters Score -6602768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -6602762.000000 Penalty: 5215.569824
	Iteration 32Q: 3 clusters Score -6602762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -6602762.500000 Penalty: 5215.569824
	Iteration 33Q: 3 clusters Score -6602762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -6602762.500000 Penalty: 5215.569824
	Iteration 34Q: 3 clusters Score -6602762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -6602771.500000 Penalty: 5215.569824
	Iteration 35Q: 3 clusters Score -6602772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -6602776.500000 Penalty: 5215.569824
	Iteration 36Q: 3 clusters Score -6602776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6602786.000000 Penalty: 5215.569824
	Iteration 37Q: 3 clusters Score -6602786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -6602790.000000 Penalty: 5215.569824
	Iteration 38Q: 3 clusters Score -6602790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -6602805.500000 Penalty: 5215.569824
	Iteration 39Q: 3 clusters Score -6602806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -6602804.000000 Penalty: 5215.569824
	Iteration 40F: 3 clusters Score -6602804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -6602809.000000 Penalty: 5215.569824
	Iteration 41Q: 3 clusters Score -6602809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -6602812.500000 Penalty: 5215.569824
	Iteration 42Q: 3 clusters Score -6602812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -6602809.500000 Penalty: 5215.569824
	Iteration 43Q: 3 clusters Score -6602810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -6602807.500000 Penalty: 5215.569824
	Iteration 44Q: 3 clusters Score -6602808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -6602812.000000 Penalty: 5215.569824
	Iteration 45Q: 3 clusters Score -6602812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -6602813.500000 Penalty: 5215.569824
	Iteration 46Q: 3 clusters Score -6602814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -6602805.500000 Penalty: 5215.569824
	Iteration 47Q: 3 clusters Score -6602806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6602806.000000 Penalty: 5215.569824
	Iteration 48Q: 3 clusters Score -6602806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6602806.000000 Penalty: 5215.569824
	Iteration 49F: 3 clusters Score -6602806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -106126.085938 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -106126.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -104457.085938 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -104457.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -104621.898438 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -104621.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104665.906250 Penalty: 3198.649170
	Iteration 2Q: 3 clusters Score -104665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104690.507812 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -104690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104725.820312 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -104725.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -104769.140625 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -104769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104808.265625 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -104808.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104863.734375 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -104863.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104956.429688 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -104956.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105051.796875 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -105051.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105177.867188 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -105177.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105229.890625 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -105229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105261.906250 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -105261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105276.375000 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -105276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105286.750000 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -105286.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105304.468750 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -105304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105310.742188 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -105310.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105322.296875 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -105322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105325.960938 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -105326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105330.898438 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -105330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105339.921875 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -105339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105342.835938 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -105342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105344.359375 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -105344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105344.359375 Penalty: 3198.649170
	Iteration 23F: 3 clusters Score -105344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Entering Unmasked Estep 
Score: -8511778.000000 Penalty: 2670.119141
	Iteration 0F: 2 clusters Score -8511778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -8481840.000000 Penalty: 5340.238281
	Iteration 0F: 3 clusters Score -8481840 nChanged 21671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -8493952.000000 Penalty: 5340.238281
	Iteration 1F: 3 clusters Score -8493952 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8494525.000000 Penalty: 5340.238281
	Iteration 2Q: 3 clusters Score -8494525 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -8495255.000000 Penalty: 5340.238281
	Iteration 3Q: 3 clusters Score -8495255 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -8496449.000000 Penalty: 5340.238281
	Iteration 4F: 3 clusters Score -8496449 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -8498214.000000 Penalty: 5340.238281
	Iteration 5F: 3 clusters Score -8498214 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -8500742.000000 Penalty: 5340.238281
	Iteration 6F: 3 clusters Score -8500742 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -8503852.000000 Penalty: 5340.238281
	Iteration 7F: 3 clusters Score -8503852 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8506677.000000 Penalty: 5340.238281
	Iteration 8F: 3 clusters Score -8506677 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -8508137.000000 Penalty: 5340.238281
	Iteration 9Q: 3 clusters Score -8508137 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8508831.000000 Penalty: 5340.238281
	Iteration 10Q: 3 clusters Score -8508831 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8509091.000000 Penalty: 5340.238281
	Iteration 11Q: 3 clusters Score -8509091 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -8509244.000000 Penalty: 5340.238281
	Iteration 12Q: 3 clusters Score -8509244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -8509345.000000 Penalty: 5340.238281
	Iteration 13Q: 3 clusters Score -8509345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -8509381.000000 Penalty: 5340.238281
	Iteration 14Q: 3 clusters Score -8509381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -8509418.000000 Penalty: 5340.238281
	Iteration 15Q: 3 clusters Score -8509418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -8509429.000000 Penalty: 5340.238281
	Iteration 16Q: 3 clusters Score -8509429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8509443.000000 Penalty: 5340.238281
	Iteration 17Q: 3 clusters Score -8509443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -8509450.000000 Penalty: 5340.238281
	Iteration 18Q: 3 clusters Score -8509450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -8509461.000000 Penalty: 5340.238281
	Iteration 19Q: 3 clusters Score -8509461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -8509461.000000 Penalty: 5340.238281
	Iteration 20F: 3 clusters Score -8509461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -8509469.000000 Penalty: 5340.238281
	Iteration 21Q: 3 clusters Score -8509469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -8509476.000000 Penalty: 5340.238281
	Iteration 22Q: 3 clusters Score -8509476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8509480.000000 Penalty: 5340.238281
	Iteration 23Q: 3 clusters Score -8509480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -8509490.000000 Penalty: 5340.238281
	Iteration 24Q: 3 clusters Score -8509490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8509500.000000 Penalty: 5340.238281
	Iteration 25Q: 3 clusters Score -8509500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8509497.000000 Penalty: 5340.238281
	Iteration 26Q: 3 clusters Score -8509497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -8509505.000000 Penalty: 5340.238281
	Iteration 27Q: 3 clusters Score -8509505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8509506.000000 Penalty: 5340.238281
	Iteration 28Q: 3 clusters Score -8509506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8509506.000000 Penalty: 5340.238281
	Iteration 29F: 3 clusters Score -8509506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Entering Unmasked Estep 
Score: -2030814.625000 Penalty: 2324.686035
	Iteration 0F: 2 clusters Score -2030815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2022020.875000 Penalty: 4649.372070
	Iteration 0F: 3 clusters Score -2022021 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2024779.250000 Penalty: 4649.372070
	Iteration 1F: 3 clusters Score -2024779 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2025105.000000 Penalty: 4649.372070
	Iteration 2F: 3 clusters Score -2025105 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2025338.125000 Penalty: 4649.372070
	Iteration 3Q: 3 clusters Score -2025338 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2025532.750000 Penalty: 4649.372070
	Iteration 4Q: 3 clusters Score -2025533 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2025738.750000 Penalty: 4649.372070
	Iteration 5Q: 3 clusters Score -2025739 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2025981.000000 Penalty: 4649.372070
	Iteration 6Q: 3 clusters Score -2025981 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2026277.250000 Penalty: 4649.372070
	Iteration 7Q: 3 clusters Score -2026277 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2026639.125000 Penalty: 4649.372070
	Iteration 8Q: 3 clusters Score -2026639 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2027062.625000 Penalty: 4649.372070
	Iteration 9Q: 3 clusters Score -2027063 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2027525.375000 Penalty: 4649.372070
	Iteration 10F: 3 clusters Score -2027525 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2027924.250000 Penalty: 4649.372070
	Iteration 11Q: 3 clusters Score -2027924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2028251.250000 Penalty: 4649.372070
	Iteration 12Q: 3 clusters Score -2028251 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2028523.875000 Penalty: 4649.372070
	Iteration 13Q: 3 clusters Score -2028524 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2028691.875000 Penalty: 4649.372070
	Iteration 14Q: 3 clusters Score -2028692 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2028817.375000 Penalty: 4649.372070
	Iteration 15Q: 3 clusters Score -2028817 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2028906.250000 Penalty: 4649.372070
	Iteration 16Q: 3 clusters Score -2028906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2028989.875000 Penalty: 4649.372070
	Iteration 17Q: 3 clusters Score -2028990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2029054.750000 Penalty: 4649.372070
	Iteration 18Q: 3 clusters Score -2029055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2029112.250000 Penalty: 4649.372070
	Iteration 19Q: 3 clusters Score -2029112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2029162.625000 Penalty: 4649.372070
	Iteration 20F: 3 clusters Score -2029163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2029189.125000 Penalty: 4649.372070
	Iteration 21Q: 3 clusters Score -2029189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2029209.500000 Penalty: 4649.372070
	Iteration 22Q: 3 clusters Score -2029210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2029232.125000 Penalty: 4649.372070
	Iteration 23Q: 3 clusters Score -2029232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2029255.875000 Penalty: 4649.372070
	Iteration 24Q: 3 clusters Score -2029256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2029275.875000 Penalty: 4649.372070
	Iteration 25Q: 3 clusters Score -2029276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2029299.750000 Penalty: 4649.372070
	Iteration 26Q: 3 clusters Score -2029300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2029335.000000 Penalty: 4649.372070
	Iteration 27Q: 3 clusters Score -2029335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2029353.000000 Penalty: 4649.372070
	Iteration 28Q: 3 clusters Score -2029353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2029363.125000 Penalty: 4649.372070
	Iteration 29Q: 3 clusters Score -2029363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2029364.500000 Penalty: 4649.372070
	Iteration 30Q: 3 clusters Score -2029364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2029371.375000 Penalty: 4649.372070
	Iteration 31Q: 3 clusters Score -2029371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2029377.125000 Penalty: 4649.372070
	Iteration 32Q: 3 clusters Score -2029377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2029381.625000 Penalty: 4649.372070
	Iteration 33Q: 3 clusters Score -2029382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2029383.625000 Penalty: 4649.372070
	Iteration 34Q: 3 clusters Score -2029384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2029384.625000 Penalty: 4649.372070
	Iteration 35Q: 3 clusters Score -2029385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2029389.250000 Penalty: 4649.372070
	Iteration 36Q: 3 clusters Score -2029389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2029394.625000 Penalty: 4649.372070
	Iteration 37Q: 3 clusters Score -2029395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2029395.125000 Penalty: 4649.372070
	Iteration 38Q: 3 clusters Score -2029395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2029398.750000 Penalty: 4649.372070
	Iteration 39Q: 3 clusters Score -2029399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2029400.875000 Penalty: 4649.372070
	Iteration 40F: 3 clusters Score -2029401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2029402.250000 Penalty: 4649.372070
	Iteration 41Q: 3 clusters Score -2029402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2029402.375000 Penalty: 4649.372070
	Iteration 42Q: 3 clusters Score -2029402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2029402.250000 Penalty: 4649.372070
	Iteration 43Q: 3 clusters Score -2029402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2029405.250000 Penalty: 4649.372070
	Iteration 44Q: 3 clusters Score -2029405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2029406.000000 Penalty: 4649.372070
	Iteration 45Q: 3 clusters Score -2029406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2029403.625000 Penalty: 4649.372070
	Iteration 46Q: 3 clusters Score -2029404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2029403.625000 Penalty: 4649.372070
	Iteration 47F: 3 clusters Score -2029404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Entering Unmasked Estep 
Score: -8214285.500000 Penalty: 2660.552979
	Iteration 0F: 2 clusters Score -8214286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8184790.500000 Penalty: 5321.105957
	Iteration 0F: 3 clusters Score -8184790 nChanged 21018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -8196386.000000 Penalty: 5321.105957
	Iteration 1F: 3 clusters Score -8196386 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -8197072.500000 Penalty: 5321.105957
	Iteration 2Q: 3 clusters Score -8197072 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -8197963.000000 Penalty: 5321.105957
	Iteration 3Q: 3 clusters Score -8197963 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -8199326.000000 Penalty: 5321.105957
	Iteration 4F: 3 clusters Score -8199326 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -8201490.500000 Penalty: 5321.105957
	Iteration 5F: 3 clusters Score -8201490 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -8204700.000000 Penalty: 5321.105957
	Iteration 6F: 3 clusters Score -8204700 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -8208218.000000 Penalty: 5321.105957
	Iteration 7F: 3 clusters Score -8208218 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8210447.500000 Penalty: 5321.105957
	Iteration 8F: 3 clusters Score -8210448 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8211346.500000 Penalty: 5321.105957
	Iteration 9Q: 3 clusters Score -8211346 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8211707.500000 Penalty: 5321.105957
	Iteration 10Q: 3 clusters Score -8211708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8211844.500000 Penalty: 5321.105957
	Iteration 11Q: 3 clusters Score -8211844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8211917.000000 Penalty: 5321.105957
	Iteration 12Q: 3 clusters Score -8211917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8211954.500000 Penalty: 5321.105957
	Iteration 13Q: 3 clusters Score -8211954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8211971.500000 Penalty: 5321.105957
	Iteration 14Q: 3 clusters Score -8211972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8211982.000000 Penalty: 5321.105957
	Iteration 15Q: 3 clusters Score -8211982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8211993.000000 Penalty: 5321.105957
	Iteration 16Q: 3 clusters Score -8211993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8212005.500000 Penalty: 5321.105957
	Iteration 17Q: 3 clusters Score -8212006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8212009.500000 Penalty: 5321.105957
	Iteration 18Q: 3 clusters Score -8212010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8212012.000000 Penalty: 5321.105957
	Iteration 19Q: 3 clusters Score -8212012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -8212010.500000 Penalty: 5321.105957
	Iteration 20F: 3 clusters Score -8212010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8212009.000000 Penalty: 5321.105957
	Iteration 21Q: 3 clusters Score -8212009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8212009.000000 Penalty: 5321.105957
	Iteration 22F: 3 clusters Score -8212009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Entering Unmasked Estep 
Score: -7696091.500000 Penalty: 2639.308594
	Iteration 0F: 2 clusters Score -7696092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -7669042.000000 Penalty: 5278.617188
	Iteration 0F: 3 clusters Score -7669042 nChanged 19083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -7679503.500000 Penalty: 5278.617188
	Iteration 1F: 3 clusters Score -7679504 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -7680109.500000 Penalty: 5278.617188
	Iteration 2Q: 3 clusters Score -7680110 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -7680837.500000 Penalty: 5278.617188
	Iteration 3Q: 3 clusters Score -7680838 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -7682055.000000 Penalty: 5278.617188
	Iteration 4F: 3 clusters Score -7682055 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -7683867.500000 Penalty: 5278.617188
	Iteration 5F: 3 clusters Score -7683868 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -7686502.000000 Penalty: 5278.617188
	Iteration 6F: 3 clusters Score -7686502 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -7689596.500000 Penalty: 5278.617188
	Iteration 7F: 3 clusters Score -7689596 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7691962.500000 Penalty: 5278.617188
	Iteration 8F: 3 clusters Score -7691962 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -7693098.500000 Penalty: 5278.617188
	Iteration 9Q: 3 clusters Score -7693098 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -7693500.000000 Penalty: 5278.617188
	Iteration 10Q: 3 clusters Score -7693500 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -7693669.500000 Penalty: 5278.617188
	Iteration 11Q: 3 clusters Score -7693670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -7693727.000000 Penalty: 5278.617188
	Iteration 12Q: 3 clusters Score -7693727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7693744.500000 Penalty: 5278.617188
	Iteration 13Q: 3 clusters Score -7693744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -7693769.500000 Penalty: 5278.617188
	Iteration 14Q: 3 clusters Score -7693770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -7693782.000000 Penalty: 5278.617188
	Iteration 15Q: 3 clusters Score -7693782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7693787.500000 Penalty: 5278.617188
	Iteration 16Q: 3 clusters Score -7693788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7693787.000000 Penalty: 5278.617188
	Iteration 17Q: 3 clusters Score -7693787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7693781.500000 Penalty: 5278.617188
	Iteration 18Q: 3 clusters Score -7693782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7693781.500000 Penalty: 5278.617188
	Iteration 19F: 3 clusters Score -7693782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Entering Unmasked Estep 
Score: -2820649.250000 Penalty: 2410.645752
	Iteration 0F: 2 clusters Score -2820649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2808779.250000 Penalty: 4821.291504
	Iteration 0F: 3 clusters Score -2808779 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2813030.750000 Penalty: 4821.291504
	Iteration 1F: 3 clusters Score -2813031 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2813909.500000 Penalty: 4821.291504
	Iteration 2F: 3 clusters Score -2813910 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2814846.500000 Penalty: 4821.291504
	Iteration 3F: 3 clusters Score -2814846 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2815686.000000 Penalty: 4821.291504
	Iteration 4F: 3 clusters Score -2815686 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2816341.750000 Penalty: 4821.291504
	Iteration 5F: 3 clusters Score -2816342 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2816814.000000 Penalty: 4821.291504
	Iteration 6F: 3 clusters Score -2816814 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2817104.250000 Penalty: 4821.291504
	Iteration 7Q: 3 clusters Score -2817104 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2817297.250000 Penalty: 4821.291504
	Iteration 8Q: 3 clusters Score -2817297 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2817445.500000 Penalty: 4821.291504
	Iteration 9Q: 3 clusters Score -2817446 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2817592.250000 Penalty: 4821.291504
	Iteration 10Q: 3 clusters Score -2817592 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2817716.500000 Penalty: 4821.291504
	Iteration 11Q: 3 clusters Score -2817716 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2817821.250000 Penalty: 4821.291504
	Iteration 12Q: 3 clusters Score -2817821 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2817905.250000 Penalty: 4821.291504
	Iteration 13Q: 3 clusters Score -2817905 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2817977.750000 Penalty: 4821.291504
	Iteration 14Q: 3 clusters Score -2817978 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2818028.250000 Penalty: 4821.291504
	Iteration 15Q: 3 clusters Score -2818028 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2818099.500000 Penalty: 4821.291504
	Iteration 16Q: 3 clusters Score -2818100 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2818145.250000 Penalty: 4821.291504
	Iteration 17Q: 3 clusters Score -2818145 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2818215.250000 Penalty: 4821.291504
	Iteration 18Q: 3 clusters Score -2818215 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2818274.000000 Penalty: 4821.291504
	Iteration 19Q: 3 clusters Score -2818274 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2818348.500000 Penalty: 4821.291504
	Iteration 20F: 3 clusters Score -2818348 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2818425.000000 Penalty: 4821.291504
	Iteration 21Q: 3 clusters Score -2818425 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2818511.000000 Penalty: 4821.291504
	Iteration 22Q: 3 clusters Score -2818511 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2818570.000000 Penalty: 4821.291504
	Iteration 23Q: 3 clusters Score -2818570 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2818658.000000 Penalty: 4821.291504
	Iteration 24Q: 3 clusters Score -2818658 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2818752.250000 Penalty: 4821.291504
	Iteration 25Q: 3 clusters Score -2818752 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2818829.750000 Penalty: 4821.291504
	Iteration 26Q: 3 clusters Score -2818830 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2818929.750000 Penalty: 4821.291504
	Iteration 27Q: 3 clusters Score -2818930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2819041.250000 Penalty: 4821.291504
	Iteration 28Q: 3 clusters Score -2819041 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2819150.500000 Penalty: 4821.291504
	Iteration 29Q: 3 clusters Score -2819150 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2819275.250000 Penalty: 4821.291504
	Iteration 30Q: 3 clusters Score -2819275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2819358.250000 Penalty: 4821.291504
	Iteration 31Q: 3 clusters Score -2819358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2819430.000000 Penalty: 4821.291504
	Iteration 32Q: 3 clusters Score -2819430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2819472.250000 Penalty: 4821.291504
	Iteration 33Q: 3 clusters Score -2819472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2819503.500000 Penalty: 4821.291504
	Iteration 34Q: 3 clusters Score -2819504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2819529.000000 Penalty: 4821.291504
	Iteration 35Q: 3 clusters Score -2819529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2819549.750000 Penalty: 4821.291504
	Iteration 36Q: 3 clusters Score -2819550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2819559.500000 Penalty: 4821.291504
	Iteration 37Q: 3 clusters Score -2819560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2819565.750000 Penalty: 4821.291504
	Iteration 38Q: 3 clusters Score -2819566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2819564.250000 Penalty: 4821.291504
	Iteration 39Q: 3 clusters Score -2819564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2819575.500000 Penalty: 4821.291504
	Iteration 40F: 3 clusters Score -2819576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2819582.000000 Penalty: 4821.291504
	Iteration 41Q: 3 clusters Score -2819582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2819582.250000 Penalty: 4821.291504
	Iteration 42Q: 3 clusters Score -2819582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2819585.000000 Penalty: 4821.291504
	Iteration 43Q: 3 clusters Score -2819585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2819584.250000 Penalty: 4821.291504
	Iteration 44Q: 3 clusters Score -2819584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2819588.000000 Penalty: 4821.291504
	Iteration 45Q: 3 clusters Score -2819588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2819589.000000 Penalty: 4821.291504
	Iteration 46Q: 3 clusters Score -2819589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2819593.750000 Penalty: 4821.291504
	Iteration 47Q: 3 clusters Score -2819594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2819592.500000 Penalty: 4821.291504
	Iteration 48Q: 3 clusters Score -2819592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2819595.750000 Penalty: 4821.291504
	Iteration 49Q: 3 clusters Score -2819596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2819599.000000 Penalty: 4821.291504
	Iteration 50Q: 3 clusters Score -2819599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2819598.000000 Penalty: 4821.291504
	Iteration 51Q: 3 clusters Score -2819598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2819593.500000 Penalty: 4821.291504
	Iteration 52Q: 3 clusters Score -2819594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2819594.500000 Penalty: 4821.291504
	Iteration 53Q: 3 clusters Score -2819594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2819592.500000 Penalty: 4821.291504
	Iteration 54Q: 3 clusters Score -2819592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2819592.500000 Penalty: 4821.291504
	Iteration 55F: 3 clusters Score -2819592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Entering Unmasked Estep 
Score: -9103409.000000 Penalty: 2687.241455
	Iteration 0F: 2 clusters Score -9103409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9072746.000000 Penalty: 5374.482910
	Iteration 0F: 3 clusters Score -9072746 nChanged 23508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -9085655.000000 Penalty: 5374.482910
	Iteration 1F: 3 clusters Score -9085655 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -9086119.000000 Penalty: 5374.482910
	Iteration 2Q: 3 clusters Score -9086119 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -9086591.000000 Penalty: 5374.482910
	Iteration 3Q: 3 clusters Score -9086591 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -9087021.000000 Penalty: 5374.482910
	Iteration 4Q: 3 clusters Score -9087021 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -9087534.000000 Penalty: 5374.482910
	Iteration 5Q: 3 clusters Score -9087534 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -9088299.000000 Penalty: 5374.482910
	Iteration 6Q: 3 clusters Score -9088299 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -9089467.000000 Penalty: 5374.482910
	Iteration 7Q: 3 clusters Score -9089467 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -9091281.000000 Penalty: 5374.482910
	Iteration 8F: 3 clusters Score -9091281 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -9093972.000000 Penalty: 5374.482910
	Iteration 9F: 3 clusters Score -9093972 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -9096827.000000 Penalty: 5374.482910
	Iteration 10F: 3 clusters Score -9096827 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -9098925.000000 Penalty: 5374.482910
	Iteration 11F: 3 clusters Score -9098925 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9100143.000000 Penalty: 5374.482910
	Iteration 12Q: 3 clusters Score -9100143 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9100630.000000 Penalty: 5374.482910
	Iteration 13Q: 3 clusters Score -9100630 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9100869.000000 Penalty: 5374.482910
	Iteration 14Q: 3 clusters Score -9100869 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9100979.000000 Penalty: 5374.482910
	Iteration 15Q: 3 clusters Score -9100979 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9101056.000000 Penalty: 5374.482910
	Iteration 16Q: 3 clusters Score -9101056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9101109.000000 Penalty: 5374.482910
	Iteration 17Q: 3 clusters Score -9101109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9101127.000000 Penalty: 5374.482910
	Iteration 18Q: 3 clusters Score -9101127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9101149.000000 Penalty: 5374.482910
	Iteration 19Q: 3 clusters Score -9101149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9101168.000000 Penalty: 5374.482910
	Iteration 20F: 3 clusters Score -9101168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9101170.000000 Penalty: 5374.482910
	Iteration 21Q: 3 clusters Score -9101170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9101186.000000 Penalty: 5374.482910
	Iteration 22Q: 3 clusters Score -9101186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9101195.000000 Penalty: 5374.482910
	Iteration 23Q: 3 clusters Score -9101195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9101191.000000 Penalty: 5374.482910
	Iteration 24Q: 3 clusters Score -9101191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9101198.000000 Penalty: 5374.482910
	Iteration 25Q: 3 clusters Score -9101198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9101202.000000 Penalty: 5374.482910
	Iteration 26Q: 3 clusters Score -9101202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9101203.000000 Penalty: 5374.482910
	Iteration 27Q: 3 clusters Score -9101203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9101208.000000 Penalty: 5374.482910
	Iteration 28Q: 3 clusters Score -9101208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9101216.000000 Penalty: 5374.482910
	Iteration 29Q: 3 clusters Score -9101216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9101212.000000 Penalty: 5374.482910
	Iteration 30Q: 3 clusters Score -9101212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9101212.000000 Penalty: 5374.482910
	Iteration 31F: 3 clusters Score -9101212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -7571804.000000 Penalty: 2641.789551
	Iteration 0F: 2 clusters Score -7571804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -7543356.000000 Penalty: 5283.579102
	Iteration 0F: 3 clusters Score -7543356 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -7554239.500000 Penalty: 5283.579102
	Iteration 1F: 3 clusters Score -7554240 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -7554762.000000 Penalty: 5283.579102
	Iteration 2Q: 3 clusters Score -7554762 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -7555247.500000 Penalty: 5283.579102
	Iteration 3Q: 3 clusters Score -7555248 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -7555859.000000 Penalty: 5283.579102
	Iteration 4Q: 3 clusters Score -7555859 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -7556508.000000 Penalty: 5283.579102
	Iteration 5Q: 3 clusters Score -7556508 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -7557465.000000 Penalty: 5283.579102
	Iteration 6Q: 3 clusters Score -7557465 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -7558787.000000 Penalty: 5283.579102
	Iteration 7F: 3 clusters Score -7558787 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -7560663.000000 Penalty: 5283.579102
	Iteration 8F: 3 clusters Score -7560663 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -7562831.500000 Penalty: 5283.579102
	Iteration 9F: 3 clusters Score -7562832 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -7565017.000000 Penalty: 5283.579102
	Iteration 10F: 3 clusters Score -7565017 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7566821.500000 Penalty: 5283.579102
	Iteration 11F: 3 clusters Score -7566822 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7568225.500000 Penalty: 5283.579102
	Iteration 12Q: 3 clusters Score -7568226 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -7569026.000000 Penalty: 5283.579102
	Iteration 13Q: 3 clusters Score -7569026 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7569477.500000 Penalty: 5283.579102
	Iteration 14Q: 3 clusters Score -7569478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -7569696.500000 Penalty: 5283.579102
	Iteration 15Q: 3 clusters Score -7569696 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -7569805.500000 Penalty: 5283.579102
	Iteration 16Q: 3 clusters Score -7569806 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -7569895.500000 Penalty: 5283.579102
	Iteration 17Q: 3 clusters Score -7569896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -7569950.500000 Penalty: 5283.579102
	Iteration 18Q: 3 clusters Score -7569950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -7569954.000000 Penalty: 5283.579102
	Iteration 19Q: 3 clusters Score -7569954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -7569971.000000 Penalty: 5283.579102
	Iteration 20F: 3 clusters Score -7569971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7569981.000000 Penalty: 5283.579102
	Iteration 21Q: 3 clusters Score -7569981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -7569986.500000 Penalty: 5283.579102
	Iteration 22Q: 3 clusters Score -7569986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -7569999.000000 Penalty: 5283.579102
	Iteration 23Q: 3 clusters Score -7569999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -7570002.500000 Penalty: 5283.579102
	Iteration 24Q: 3 clusters Score -7570002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -7570003.500000 Penalty: 5283.579102
	Iteration 25Q: 3 clusters Score -7570004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -7570008.500000 Penalty: 5283.579102
	Iteration 26Q: 3 clusters Score -7570008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -7570005.500000 Penalty: 5283.579102
	Iteration 27Q: 3 clusters Score -7570006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -7570011.000000 Penalty: 5283.579102
	Iteration 28Q: 3 clusters Score -7570011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -7570015.000000 Penalty: 5283.579102
	Iteration 29Q: 3 clusters Score -7570015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -7570024.500000 Penalty: 5283.579102
	Iteration 30Q: 3 clusters Score -7570024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -7570016.000000 Penalty: 5283.579102
	Iteration 31Q: 3 clusters Score -7570016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -7570014.500000 Penalty: 5283.579102
	Iteration 32Q: 3 clusters Score -7570014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -7570014.500000 Penalty: 5283.579102
	Iteration 33F: 3 clusters Score -7570014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 272 members 
Entering Unmasked Estep 
Score: -40926.816406 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -40926.82 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41316.425781 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41316.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -41452.519531 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -41452.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41737.871094 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -41737.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41863.558594 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -41863.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41972.183594 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -41972.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42114.968750 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42114.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -42201.101562 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -42201.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42264.066406 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -42264.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42271.210938 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -42271.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42290.242188 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -42290.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42296.390625 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -42296.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42318.988281 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -42318.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42438.621094 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -42438.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42492.152344 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -42492.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42519.089844 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -42519.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42547.800781 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -42547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42572.746094 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -42572.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -42578.796875 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -42578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -42578.796875 Penalty: 3080.457520
	Iteration 19F: 3 clusters Score -42578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42165 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 49718 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 47060 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 36874 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47411 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 20 contains 41872 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 50800 members 
Mstep: Class 23 contains 42293 members 
Mstep: Class 24 contains 128 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 20984 members 
Mstep: Class 27 contains 41563 members 
Mstep: Class 28 contains 42759 members 
Mstep: Class 29 contains 58568 members 
Mstep: Class 30 contains 50168 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12610 members 
Mstep: Class 34 contains 68477 members 
Mstep: Class 35 contains 43007 members 
Mstep: Class 36 contains 42204 members 
Mstep: Class 37 contains 4981 members 
Mstep: Class 38 contains 50476 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
Score: -196417776.000000 Penalty: 138191.531250
Splitting cluster 24 changes total score from -196418768.000000 to -196417776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Entering Unmasked Estep 
Score: -8492609.000000 Penalty: 2668.065430
	Iteration 0F: 2 clusters Score -8492609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8462769.000000 Penalty: 5336.130859
	Iteration 0F: 3 clusters Score -8462769 nChanged 21566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -8474411.000000 Penalty: 5336.130859
	Iteration 1F: 3 clusters Score -8474411 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -8474842.000000 Penalty: 5336.130859
	Iteration 2Q: 3 clusters Score -8474842 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -8475249.000000 Penalty: 5336.130859
	Iteration 3Q: 3 clusters Score -8475249 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -8475672.000000 Penalty: 5336.130859
	Iteration 4Q: 3 clusters Score -8475672 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -8476156.000000 Penalty: 5336.130859
	Iteration 5Q: 3 clusters Score -8476156 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -8476877.000000 Penalty: 5336.130859
	Iteration 6Q: 3 clusters Score -8476877 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -8478066.000000 Penalty: 5336.130859
	Iteration 7F: 3 clusters Score -8478066 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -8479969.000000 Penalty: 5336.130859
	Iteration 8F: 3 clusters Score -8479969 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -8482680.000000 Penalty: 5336.130859
	Iteration 9F: 3 clusters Score -8482680 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -8485907.000000 Penalty: 5336.130859
	Iteration 10F: 3 clusters Score -8485907 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8488284.000000 Penalty: 5336.130859
	Iteration 11F: 3 clusters Score -8488284 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8489442.000000 Penalty: 5336.130859
	Iteration 12Q: 3 clusters Score -8489442 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8489867.000000 Penalty: 5336.130859
	Iteration 13Q: 3 clusters Score -8489867 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8490042.000000 Penalty: 5336.130859
	Iteration 14Q: 3 clusters Score -8490042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8490128.000000 Penalty: 5336.130859
	Iteration 15Q: 3 clusters Score -8490128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8490185.000000 Penalty: 5336.130859
	Iteration 16Q: 3 clusters Score -8490185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8490218.000000 Penalty: 5336.130859
	Iteration 17Q: 3 clusters Score -8490218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8490236.000000 Penalty: 5336.130859
	Iteration 18Q: 3 clusters Score -8490236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8490256.000000 Penalty: 5336.130859
	Iteration 19Q: 3 clusters Score -8490256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8490266.000000 Penalty: 5336.130859
	Iteration 20F: 3 clusters Score -8490266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8490277.000000 Penalty: 5336.130859
	Iteration 21Q: 3 clusters Score -8490277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8490279.000000 Penalty: 5336.130859
	Iteration 22Q: 3 clusters Score -8490279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8490278.000000 Penalty: 5336.130859
	Iteration 23Q: 3 clusters Score -8490278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8490278.000000 Penalty: 5336.130859
	Iteration 24F: 3 clusters Score -8490278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Entering Unmasked Estep 
Score: -3694378.250000 Penalty: 2467.975830
	Iteration 0F: 2 clusters Score -3694378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3679661.000000 Penalty: 4935.951660
	Iteration 0F: 3 clusters Score -3679661 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3684744.750000 Penalty: 4935.951660
	Iteration 1F: 3 clusters Score -3684745 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3685249.000000 Penalty: 4935.951660
	Iteration 2F: 3 clusters Score -3685249 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3685696.250000 Penalty: 4935.951660
	Iteration 3Q: 3 clusters Score -3685696 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3686273.000000 Penalty: 4935.951660
	Iteration 4F: 3 clusters Score -3686273 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3686997.750000 Penalty: 4935.951660
	Iteration 5F: 3 clusters Score -3686998 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3687996.000000 Penalty: 4935.951660
	Iteration 6F: 3 clusters Score -3687996 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3689039.250000 Penalty: 4935.951660
	Iteration 7F: 3 clusters Score -3689039 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3690091.250000 Penalty: 4935.951660
	Iteration 8F: 3 clusters Score -3690091 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3691048.000000 Penalty: 4935.951660
	Iteration 9F: 3 clusters Score -3691048 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3691840.750000 Penalty: 4935.951660
	Iteration 10Q: 3 clusters Score -3691841 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3692334.000000 Penalty: 4935.951660
	Iteration 11Q: 3 clusters Score -3692334 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3692651.500000 Penalty: 4935.951660
	Iteration 12Q: 3 clusters Score -3692652 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3692840.250000 Penalty: 4935.951660
	Iteration 13Q: 3 clusters Score -3692840 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3692982.000000 Penalty: 4935.951660
	Iteration 14Q: 3 clusters Score -3692982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3693117.500000 Penalty: 4935.951660
	Iteration 15Q: 3 clusters Score -3693118 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3693219.250000 Penalty: 4935.951660
	Iteration 16Q: 3 clusters Score -3693219 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3693304.750000 Penalty: 4935.951660
	Iteration 17Q: 3 clusters Score -3693305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3693368.250000 Penalty: 4935.951660
	Iteration 18Q: 3 clusters Score -3693368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3693403.750000 Penalty: 4935.951660
	Iteration 19Q: 3 clusters Score -3693404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3693430.000000 Penalty: 4935.951660
	Iteration 20F: 3 clusters Score -3693430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3693449.500000 Penalty: 4935.951660
	Iteration 21Q: 3 clusters Score -3693450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3693473.000000 Penalty: 4935.951660
	Iteration 22Q: 3 clusters Score -3693473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3693478.500000 Penalty: 4935.951660
	Iteration 23Q: 3 clusters Score -3693478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3693490.750000 Penalty: 4935.951660
	Iteration 24Q: 3 clusters Score -3693491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3693495.750000 Penalty: 4935.951660
	Iteration 25Q: 3 clusters Score -3693496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3693498.000000 Penalty: 4935.951660
	Iteration 26Q: 3 clusters Score -3693498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3693501.750000 Penalty: 4935.951660
	Iteration 27Q: 3 clusters Score -3693502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3693504.750000 Penalty: 4935.951660
	Iteration 28Q: 3 clusters Score -3693505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3693506.250000 Penalty: 4935.951660
	Iteration 29Q: 3 clusters Score -3693506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3693503.750000 Penalty: 4935.951660
	Iteration 30Q: 3 clusters Score -3693504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3693506.750000 Penalty: 4935.951660
	Iteration 31Q: 3 clusters Score -3693507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3693507.250000 Penalty: 4935.951660
	Iteration 32Q: 3 clusters Score -3693507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3693507.500000 Penalty: 4935.951660
	Iteration 33Q: 3 clusters Score -3693508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3693505.500000 Penalty: 4935.951660
	Iteration 34Q: 3 clusters Score -3693506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3693508.000000 Penalty: 4935.951660
	Iteration 35Q: 3 clusters Score -3693508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3693506.000000 Penalty: 4935.951660
	Iteration 36Q: 3 clusters Score -3693506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3693506.000000 Penalty: 4935.951660
	Iteration 37F: 3 clusters Score -3693506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Entering Unmasked Estep 
Score: -7447472.500000 Penalty: 2637.471436
	Iteration 0F: 2 clusters Score -7447472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7419618.000000 Penalty: 5274.942871
	Iteration 0F: 3 clusters Score -7419618 nChanged 19016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7430183.500000 Penalty: 5274.942871
	Iteration 1F: 3 clusters Score -7430184 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -7430679.500000 Penalty: 5274.942871
	Iteration 2Q: 3 clusters Score -7430680 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -7431249.000000 Penalty: 5274.942871
	Iteration 3Q: 3 clusters Score -7431249 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -7431786.000000 Penalty: 5274.942871
	Iteration 4Q: 3 clusters Score -7431786 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -7432484.000000 Penalty: 5274.942871
	Iteration 5Q: 3 clusters Score -7432484 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -7433348.000000 Penalty: 5274.942871
	Iteration 6Q: 3 clusters Score -7433348 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -7434636.000000 Penalty: 5274.942871
	Iteration 7F: 3 clusters Score -7434636 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -7436313.000000 Penalty: 5274.942871
	Iteration 8F: 3 clusters Score -7436313 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -7438224.000000 Penalty: 5274.942871
	Iteration 9F: 3 clusters Score -7438224 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -7440133.000000 Penalty: 5274.942871
	Iteration 10F: 3 clusters Score -7440133 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -7441925.500000 Penalty: 5274.942871
	Iteration 11Q: 3 clusters Score -7441926 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7443195.500000 Penalty: 5274.942871
	Iteration 12Q: 3 clusters Score -7443196 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -7443848.000000 Penalty: 5274.942871
	Iteration 13Q: 3 clusters Score -7443848 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7444214.500000 Penalty: 5274.942871
	Iteration 14Q: 3 clusters Score -7444214 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7444411.000000 Penalty: 5274.942871
	Iteration 15Q: 3 clusters Score -7444411 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -7444540.000000 Penalty: 5274.942871
	Iteration 16Q: 3 clusters Score -7444540 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7444662.500000 Penalty: 5274.942871
	Iteration 17Q: 3 clusters Score -7444662 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7444736.500000 Penalty: 5274.942871
	Iteration 18Q: 3 clusters Score -7444736 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7444826.000000 Penalty: 5274.942871
	Iteration 19Q: 3 clusters Score -7444826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7444870.500000 Penalty: 5274.942871
	Iteration 20F: 3 clusters Score -7444870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7444938.500000 Penalty: 5274.942871
	Iteration 21Q: 3 clusters Score -7444938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7444988.000000 Penalty: 5274.942871
	Iteration 22Q: 3 clusters Score -7444988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7444999.000000 Penalty: 5274.942871
	Iteration 23Q: 3 clusters Score -7444999 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7445052.500000 Penalty: 5274.942871
	Iteration 24Q: 3 clusters Score -7445052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7445089.500000 Penalty: 5274.942871
	Iteration 25Q: 3 clusters Score -7445090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7445107.000000 Penalty: 5274.942871
	Iteration 26Q: 3 clusters Score -7445107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7445126.000000 Penalty: 5274.942871
	Iteration 27Q: 3 clusters Score -7445126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7445148.500000 Penalty: 5274.942871
	Iteration 28Q: 3 clusters Score -7445148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7445191.000000 Penalty: 5274.942871
	Iteration 29Q: 3 clusters Score -7445191 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7445211.000000 Penalty: 5274.942871
	Iteration 30Q: 3 clusters Score -7445211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7445219.000000 Penalty: 5274.942871
	Iteration 31Q: 3 clusters Score -7445219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7445235.000000 Penalty: 5274.942871
	Iteration 32Q: 3 clusters Score -7445235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7445239.500000 Penalty: 5274.942871
	Iteration 33Q: 3 clusters Score -7445240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7445247.500000 Penalty: 5274.942871
	Iteration 34Q: 3 clusters Score -7445248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7445250.000000 Penalty: 5274.942871
	Iteration 35Q: 3 clusters Score -7445250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7445261.500000 Penalty: 5274.942871
	Iteration 36Q: 3 clusters Score -7445262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7445274.000000 Penalty: 5274.942871
	Iteration 37Q: 3 clusters Score -7445274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7445282.500000 Penalty: 5274.942871
	Iteration 38Q: 3 clusters Score -7445282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7445296.000000 Penalty: 5274.942871
	Iteration 39Q: 3 clusters Score -7445296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7445302.000000 Penalty: 5274.942871
	Iteration 40F: 3 clusters Score -7445302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7445287.000000 Penalty: 5274.942871
	Iteration 41Q: 3 clusters Score -7445287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7445295.000000 Penalty: 5274.942871
	Iteration 42Q: 3 clusters Score -7445295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7445287.000000 Penalty: 5274.942871
	Iteration 43Q: 3 clusters Score -7445287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7445294.000000 Penalty: 5274.942871
	Iteration 44Q: 3 clusters Score -7445294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7445293.500000 Penalty: 5274.942871
	Iteration 45Q: 3 clusters Score -7445294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7445292.500000 Penalty: 5274.942871
	Iteration 46Q: 3 clusters Score -7445292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7445299.000000 Penalty: 5274.942871
	Iteration 47Q: 3 clusters Score -7445299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7445301.500000 Penalty: 5274.942871
	Iteration 48Q: 3 clusters Score -7445302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7445299.500000 Penalty: 5274.942871
	Iteration 49Q: 3 clusters Score -7445300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7445305.000000 Penalty: 5274.942871
	Iteration 50Q: 3 clusters Score -7445305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7445304.000000 Penalty: 5274.942871
	Iteration 51Q: 3 clusters Score -7445304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7445309.000000 Penalty: 5274.942871
	Iteration 52Q: 3 clusters Score -7445309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7445316.500000 Penalty: 5274.942871
	Iteration 53Q: 3 clusters Score -7445316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7445311.000000 Penalty: 5274.942871
	Iteration 54Q: 3 clusters Score -7445311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7445323.000000 Penalty: 5274.942871
	Iteration 55Q: 3 clusters Score -7445323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7445323.500000 Penalty: 5274.942871
	Iteration 56Q: 3 clusters Score -7445324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7445319.500000 Penalty: 5274.942871
	Iteration 57Q: 3 clusters Score -7445320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7445322.000000 Penalty: 5274.942871
	Iteration 58Q: 3 clusters Score -7445322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7445326.500000 Penalty: 5274.942871
	Iteration 59Q: 3 clusters Score -7445326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7445317.500000 Penalty: 5274.942871
	Iteration 60F: 3 clusters Score -7445318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7445319.000000 Penalty: 5274.942871
	Iteration 61Q: 3 clusters Score -7445319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7445311.500000 Penalty: 5274.942871
	Iteration 62Q: 3 clusters Score -7445312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7445314.000000 Penalty: 5274.942871
	Iteration 63Q: 3 clusters Score -7445314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7445331.000000 Penalty: 5274.942871
	Iteration 64Q: 3 clusters Score -7445331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7445329.000000 Penalty: 5274.942871
	Iteration 65Q: 3 clusters Score -7445329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7445327.500000 Penalty: 5274.942871
	Iteration 66Q: 3 clusters Score -7445328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7445331.000000 Penalty: 5274.942871
	Iteration 67Q: 3 clusters Score -7445331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7445337.500000 Penalty: 5274.942871
	Iteration 68Q: 3 clusters Score -7445338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7445339.000000 Penalty: 5274.942871
	Iteration 69Q: 3 clusters Score -7445339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7445332.000000 Penalty: 5274.942871
	Iteration 70Q: 3 clusters Score -7445332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7445338.500000 Penalty: 5274.942871
	Iteration 71Q: 3 clusters Score -7445338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7445338.500000 Penalty: 5274.942871
	Iteration 72Q: 3 clusters Score -7445338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7445337.000000 Penalty: 5274.942871
	Iteration 73Q: 3 clusters Score -7445337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7445337.000000 Penalty: 5274.942871
	Iteration 74Q: 3 clusters Score -7445337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7445336.500000 Penalty: 5274.942871
	Iteration 75Q: 3 clusters Score -7445336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7445342.000000 Penalty: 5274.942871
	Iteration 76Q: 3 clusters Score -7445342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7445341.000000 Penalty: 5274.942871
	Iteration 77Q: 3 clusters Score -7445341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7445343.000000 Penalty: 5274.942871
	Iteration 78Q: 3 clusters Score -7445343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7445348.500000 Penalty: 5274.942871
	Iteration 79Q: 3 clusters Score -7445348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7445345.000000 Penalty: 5274.942871
	Iteration 80F: 3 clusters Score -7445345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7445347.000000 Penalty: 5274.942871
	Iteration 81Q: 3 clusters Score -7445347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7445353.000000 Penalty: 5274.942871
	Iteration 82Q: 3 clusters Score -7445353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7445355.500000 Penalty: 5274.942871
	Iteration 83Q: 3 clusters Score -7445356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7445352.000000 Penalty: 5274.942871
	Iteration 84Q: 3 clusters Score -7445352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7445352.000000 Penalty: 5274.942871
	Iteration 85Q: 3 clusters Score -7445352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7445347.500000 Penalty: 5274.942871
	Iteration 86Q: 3 clusters Score -7445348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7445348.000000 Penalty: 5274.942871
	Iteration 87Q: 3 clusters Score -7445348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7445355.500000 Penalty: 5274.942871
	Iteration 88Q: 3 clusters Score -7445356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7445368.000000 Penalty: 5274.942871
	Iteration 89Q: 3 clusters Score -7445368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7445367.500000 Penalty: 5274.942871
	Iteration 90Q: 3 clusters Score -7445368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7445367.000000 Penalty: 5274.942871
	Iteration 91Q: 3 clusters Score -7445367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7445367.000000 Penalty: 5274.942871
	Iteration 92F: 3 clusters Score -7445367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Entering Unmasked Estep 
Score: -7618330.000000 Penalty: 2644.507080
	Iteration 0F: 2 clusters Score -7618330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -7589873.000000 Penalty: 5289.014160
	Iteration 0F: 3 clusters Score -7589873 nChanged 19659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -7601165.000000 Penalty: 5289.014160
	Iteration 1F: 3 clusters Score -7601165 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -7602131.000000 Penalty: 5289.014160
	Iteration 2F: 3 clusters Score -7602131 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -7603333.500000 Penalty: 5289.014160
	Iteration 3F: 3 clusters Score -7603334 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -7604762.500000 Penalty: 5289.014160
	Iteration 4F: 3 clusters Score -7604762 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -7606327.000000 Penalty: 5289.014160
	Iteration 5F: 3 clusters Score -7606327 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -7608015.000000 Penalty: 5289.014160
	Iteration 6F: 3 clusters Score -7608015 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -7609570.000000 Penalty: 5289.014160
	Iteration 7F: 3 clusters Score -7609570 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -7611017.000000 Penalty: 5289.014160
	Iteration 8F: 3 clusters Score -7611017 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -7612151.500000 Penalty: 5289.014160
	Iteration 9Q: 3 clusters Score -7612152 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7613282.500000 Penalty: 5289.014160
	Iteration 10Q: 3 clusters Score -7613282 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7614234.000000 Penalty: 5289.014160
	Iteration 11Q: 3 clusters Score -7614234 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7615008.000000 Penalty: 5289.014160
	Iteration 12Q: 3 clusters Score -7615008 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7615537.000000 Penalty: 5289.014160
	Iteration 13Q: 3 clusters Score -7615537 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7615879.500000 Penalty: 5289.014160
	Iteration 14Q: 3 clusters Score -7615880 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7616127.000000 Penalty: 5289.014160
	Iteration 15Q: 3 clusters Score -7616127 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7616260.500000 Penalty: 5289.014160
	Iteration 16Q: 3 clusters Score -7616260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7616342.000000 Penalty: 5289.014160
	Iteration 17Q: 3 clusters Score -7616342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7616409.500000 Penalty: 5289.014160
	Iteration 18Q: 3 clusters Score -7616410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7616472.500000 Penalty: 5289.014160
	Iteration 19Q: 3 clusters Score -7616472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7616475.000000 Penalty: 5289.014160
	Iteration 20F: 3 clusters Score -7616475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7616496.000000 Penalty: 5289.014160
	Iteration 21Q: 3 clusters Score -7616496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7616498.000000 Penalty: 5289.014160
	Iteration 22Q: 3 clusters Score -7616498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7616494.000000 Penalty: 5289.014160
	Iteration 23Q: 3 clusters Score -7616494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7616502.500000 Penalty: 5289.014160
	Iteration 24Q: 3 clusters Score -7616502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7616517.000000 Penalty: 5289.014160
	Iteration 25Q: 3 clusters Score -7616517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7616532.000000 Penalty: 5289.014160
	Iteration 26Q: 3 clusters Score -7616532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7616528.000000 Penalty: 5289.014160
	Iteration 27Q: 3 clusters Score -7616528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7616521.500000 Penalty: 5289.014160
	Iteration 28Q: 3 clusters Score -7616522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7616515.500000 Penalty: 5289.014160
	Iteration 29Q: 3 clusters Score -7616516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7616521.000000 Penalty: 5289.014160
	Iteration 30Q: 3 clusters Score -7616521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7616529.000000 Penalty: 5289.014160
	Iteration 31Q: 3 clusters Score -7616529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7616537.000000 Penalty: 5289.014160
	Iteration 32Q: 3 clusters Score -7616537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7616536.000000 Penalty: 5289.014160
	Iteration 33Q: 3 clusters Score -7616536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7616534.000000 Penalty: 5289.014160
	Iteration 34Q: 3 clusters Score -7616534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7616542.500000 Penalty: 5289.014160
	Iteration 35Q: 3 clusters Score -7616542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7616545.500000 Penalty: 5289.014160
	Iteration 36Q: 3 clusters Score -7616546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7616545.000000 Penalty: 5289.014160
	Iteration 37Q: 3 clusters Score -7616545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7616552.000000 Penalty: 5289.014160
	Iteration 38Q: 3 clusters Score -7616552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7616543.000000 Penalty: 5289.014160
	Iteration 39Q: 3 clusters Score -7616543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7616557.000000 Penalty: 5289.014160
	Iteration 40F: 3 clusters Score -7616557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7616558.000000 Penalty: 5289.014160
	Iteration 41Q: 3 clusters Score -7616558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7616550.500000 Penalty: 5289.014160
	Iteration 42Q: 3 clusters Score -7616550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7616550.500000 Penalty: 5289.014160
	Iteration 43Q: 3 clusters Score -7616550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7616548.500000 Penalty: 5289.014160
	Iteration 44Q: 3 clusters Score -7616548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7616561.500000 Penalty: 5289.014160
	Iteration 45Q: 3 clusters Score -7616562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7616565.500000 Penalty: 5289.014160
	Iteration 46Q: 3 clusters Score -7616566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7616562.000000 Penalty: 5289.014160
	Iteration 47Q: 3 clusters Score -7616562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7616569.000000 Penalty: 5289.014160
	Iteration 48Q: 3 clusters Score -7616569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7616569.000000 Penalty: 5289.014160
	Iteration 49F: 3 clusters Score -7616569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (58568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Entering Unmasked Estep 
Score: -10549330.000000 Penalty: 2722.530029
	Iteration 0F: 2 clusters Score -1.054933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -10518864.000000 Penalty: 5445.060059
	Iteration 0F: 3 clusters Score -1.051886e+07 nChanged 27301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -10533784.000000 Penalty: 5445.060059
	Iteration 1F: 3 clusters Score -1.053378e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -10534180.000000 Penalty: 5445.060059
	Iteration 2Q: 3 clusters Score -1.053418e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -10534651.000000 Penalty: 5445.060059
	Iteration 3Q: 3 clusters Score -1.053465e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -10535128.000000 Penalty: 5445.060059
	Iteration 4Q: 3 clusters Score -1.053513e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -10535602.000000 Penalty: 5445.060059
	Iteration 5Q: 3 clusters Score -1.05356e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -10536132.000000 Penalty: 5445.060059
	Iteration 6Q: 3 clusters Score -1.053613e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -10536868.000000 Penalty: 5445.060059
	Iteration 7Q: 3 clusters Score -1.053687e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -10537706.000000 Penalty: 5445.060059
	Iteration 8Q: 3 clusters Score -1.053771e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -10538671.000000 Penalty: 5445.060059
	Iteration 9Q: 3 clusters Score -1.053867e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -10539710.000000 Penalty: 5445.060059
	Iteration 10Q: 3 clusters Score -1.053971e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -10540768.000000 Penalty: 5445.060059
	Iteration 11Q: 3 clusters Score -1.054077e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -10541834.000000 Penalty: 5445.060059
	Iteration 12Q: 3 clusters Score -1.054183e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -10542914.000000 Penalty: 5445.060059
	Iteration 13Q: 3 clusters Score -1.054291e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -10543985.000000 Penalty: 5445.060059
	Iteration 14Q: 3 clusters Score -1.054398e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -10545153.000000 Penalty: 5445.060059
	Iteration 15Q: 3 clusters Score -1.054515e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -10546584.000000 Penalty: 5445.060059
	Iteration 16Q: 3 clusters Score -1.054658e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -10548001.000000 Penalty: 5445.060059
	Iteration 17Q: 3 clusters Score -1.0548e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -10549618.000000 Penalty: 5445.060059
	Iteration 18Q: 3 clusters Score -1.054962e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -10551044.000000 Penalty: 5445.060059
	Iteration 19Q: 3 clusters Score -1.055104e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -10552040.000000 Penalty: 5445.060059
	Iteration 20F: 3 clusters Score -1.055204e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -10552660.000000 Penalty: 5445.060059
	Iteration 21Q: 3 clusters Score -1.055266e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -10553029.000000 Penalty: 5445.060059
	Iteration 22Q: 3 clusters Score -1.055303e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -10553234.000000 Penalty: 5445.060059
	Iteration 23Q: 3 clusters Score -1.055323e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -10553343.000000 Penalty: 5445.060059
	Iteration 24Q: 3 clusters Score -1.055334e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -10553419.000000 Penalty: 5445.060059
	Iteration 25Q: 3 clusters Score -1.055342e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -10553519.000000 Penalty: 5445.060059
	Iteration 26Q: 3 clusters Score -1.055352e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -10553583.000000 Penalty: 5445.060059
	Iteration 27Q: 3 clusters Score -1.055358e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -10553614.000000 Penalty: 5445.060059
	Iteration 28Q: 3 clusters Score -1.055361e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -10553630.000000 Penalty: 5445.060059
	Iteration 29Q: 3 clusters Score -1.055363e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -10553654.000000 Penalty: 5445.060059
	Iteration 30Q: 3 clusters Score -1.055365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -10553643.000000 Penalty: 5445.060059
	Iteration 31Q: 3 clusters Score -1.055364e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -10553644.000000 Penalty: 5445.060059
	Iteration 32Q: 3 clusters Score -1.055364e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -10553651.000000 Penalty: 5445.060059
	Iteration 33Q: 3 clusters Score -1.055365e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -10553632.000000 Penalty: 5445.060059
	Iteration 34Q: 3 clusters Score -1.055363e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -10553699.000000 Penalty: 5445.060059
	Iteration 35Q: 3 clusters Score -1.05537e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -10553714.000000 Penalty: 5445.060059
	Iteration 36Q: 3 clusters Score -1.055371e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -10553708.000000 Penalty: 5445.060059
	Iteration 37Q: 3 clusters Score -1.055371e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -10553663.000000 Penalty: 5445.060059
	Iteration 38Q: 3 clusters Score -1.055366e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -10553665.000000 Penalty: 5445.060059
	Iteration 39Q: 3 clusters Score -1.055366e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -10553671.000000 Penalty: 5445.060059
	Iteration 40F: 3 clusters Score -1.055367e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -10553643.000000 Penalty: 5445.060059
	Iteration 41Q: 3 clusters Score -1.055364e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -10553623.000000 Penalty: 5445.060059
	Iteration 42Q: 3 clusters Score -1.055362e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -10553623.000000 Penalty: 5445.060059
	Iteration 43Q: 3 clusters Score -1.055362e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -10553617.000000 Penalty: 5445.060059
	Iteration 44Q: 3 clusters Score -1.055362e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -10553587.000000 Penalty: 5445.060059
	Iteration 45Q: 3 clusters Score -1.055359e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -10553579.000000 Penalty: 5445.060059
	Iteration 46Q: 3 clusters Score -1.055358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -10553575.000000 Penalty: 5445.060059
	Iteration 47Q: 3 clusters Score -1.055358e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -10553556.000000 Penalty: 5445.060059
	Iteration 48Q: 3 clusters Score -1.055356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -10553553.000000 Penalty: 5445.060059
	Iteration 49Q: 3 clusters Score -1.055355e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -10553540.000000 Penalty: 5445.060059
	Iteration 50Q: 3 clusters Score -1.055354e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -10553508.000000 Penalty: 5445.060059
	Iteration 51Q: 3 clusters Score -1.055351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -10553494.000000 Penalty: 5445.060059
	Iteration 52Q: 3 clusters Score -1.055349e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -10553494.000000 Penalty: 5445.060059
	Iteration 53Q: 3 clusters Score -1.055349e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -10553477.000000 Penalty: 5445.060059
	Iteration 54Q: 3 clusters Score -1.055348e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -10553481.000000 Penalty: 5445.060059
	Iteration 55Q: 3 clusters Score -1.055348e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -10553467.000000 Penalty: 5445.060059
	Iteration 56Q: 3 clusters Score -1.055347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -10553474.000000 Penalty: 5445.060059
	Iteration 57Q: 3 clusters Score -1.055347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -10553464.000000 Penalty: 5445.060059
	Iteration 58Q: 3 clusters Score -1.055346e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -10553472.000000 Penalty: 5445.060059
	Iteration 59Q: 3 clusters Score -1.055347e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -10553479.000000 Penalty: 5445.060059
	Iteration 60F: 3 clusters Score -1.055348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -10553472.000000 Penalty: 5445.060059
	Iteration 61Q: 3 clusters Score -1.055347e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -10553458.000000 Penalty: 5445.060059
	Iteration 62Q: 3 clusters Score -1.055346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -10553447.000000 Penalty: 5445.060059
	Iteration 63Q: 3 clusters Score -1.055345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -10553438.000000 Penalty: 5445.060059
	Iteration 64Q: 3 clusters Score -1.055344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -10553432.000000 Penalty: 5445.060059
	Iteration 65Q: 3 clusters Score -1.055343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -10553431.000000 Penalty: 5445.060059
	Iteration 66Q: 3 clusters Score -1.055343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -10553422.000000 Penalty: 5445.060059
	Iteration 67Q: 3 clusters Score -1.055342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -10553418.000000 Penalty: 5445.060059
	Iteration 68Q: 3 clusters Score -1.055342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -10553406.000000 Penalty: 5445.060059
	Iteration 69Q: 3 clusters Score -1.055341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -10553409.000000 Penalty: 5445.060059
	Iteration 70Q: 3 clusters Score -1.055341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -10553410.000000 Penalty: 5445.060059
	Iteration 71Q: 3 clusters Score -1.055341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -10553401.000000 Penalty: 5445.060059
	Iteration 72Q: 3 clusters Score -1.05534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -10553398.000000 Penalty: 5445.060059
	Iteration 73Q: 3 clusters Score -1.05534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -10553402.000000 Penalty: 5445.060059
	Iteration 74Q: 3 clusters Score -1.05534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -10553414.000000 Penalty: 5445.060059
	Iteration 75Q: 3 clusters Score -1.055341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -10553412.000000 Penalty: 5445.060059
	Iteration 76Q: 3 clusters Score -1.055341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -10553410.000000 Penalty: 5445.060059
	Iteration 77Q: 3 clusters Score -1.055341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -10553397.000000 Penalty: 5445.060059
	Iteration 78Q: 3 clusters Score -1.05534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -10553403.000000 Penalty: 5445.060059
	Iteration 79Q: 3 clusters Score -1.05534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -10553392.000000 Penalty: 5445.060059
	Iteration 80F: 3 clusters Score -1.055339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -10553401.000000 Penalty: 5445.060059
	Iteration 81Q: 3 clusters Score -1.05534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -10553408.000000 Penalty: 5445.060059
	Iteration 82Q: 3 clusters Score -1.055341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -10553404.000000 Penalty: 5445.060059
	Iteration 83Q: 3 clusters Score -1.05534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -10553396.000000 Penalty: 5445.060059
	Iteration 84Q: 3 clusters Score -1.05534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -10553395.000000 Penalty: 5445.060059
	Iteration 85Q: 3 clusters Score -1.05534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -10553393.000000 Penalty: 5445.060059
	Iteration 86Q: 3 clusters Score -1.055339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -10553378.000000 Penalty: 5445.060059
	Iteration 87Q: 3 clusters Score -1.055338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -10553382.000000 Penalty: 5445.060059
	Iteration 88Q: 3 clusters Score -1.055338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -10553388.000000 Penalty: 5445.060059
	Iteration 89Q: 3 clusters Score -1.055339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -10553385.000000 Penalty: 5445.060059
	Iteration 90Q: 3 clusters Score -1.055338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -10553395.000000 Penalty: 5445.060059
	Iteration 91Q: 3 clusters Score -1.05534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -10553378.000000 Penalty: 5445.060059
	Iteration 92Q: 3 clusters Score -1.055338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -10553381.000000 Penalty: 5445.060059
	Iteration 93Q: 3 clusters Score -1.055338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -10553375.000000 Penalty: 5445.060059
	Iteration 94Q: 3 clusters Score -1.055338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -10553379.000000 Penalty: 5445.060059
	Iteration 95Q: 3 clusters Score -1.055338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -10553373.000000 Penalty: 5445.060059
	Iteration 96Q: 3 clusters Score -1.055337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -10553368.000000 Penalty: 5445.060059
	Iteration 97Q: 3 clusters Score -1.055337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -10553374.000000 Penalty: 5445.060059
	Iteration 98Q: 3 clusters Score -1.055337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -10553375.000000 Penalty: 5445.060059
	Iteration 99Q: 3 clusters Score -1.055338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -10553370.000000 Penalty: 5445.060059
	Iteration 100F: 3 clusters Score -1.055337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -10553363.000000 Penalty: 5445.060059
	Iteration 101Q: 3 clusters Score -1.055336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -10553365.000000 Penalty: 5445.060059
	Iteration 102Q: 3 clusters Score -1.055336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -10553365.000000 Penalty: 5445.060059
	Iteration 103F: 3 clusters Score -1.055336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42165 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 49718 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 47060 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 36874 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47411 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 20 contains 41872 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 50800 members 
Mstep: Class 23 contains 42293 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 20984 members 
Mstep: Class 27 contains 41563 members 
Mstep: Class 28 contains 42759 members 
Mstep: Class 29 contains 15548 members 
Mstep: Class 30 contains 50168 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12610 members 
Mstep: Class 34 contains 68477 members 
Mstep: Class 35 contains 43007 members 
Mstep: Class 36 contains 42204 members 
Mstep: Class 37 contains 4981 members 
Mstep: Class 38 contains 50476 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 43020 members 
Entering Unmasked Estep 
Score: -196420304.000000 Penalty: 138191.531250
Splitting cluster 29 changes total score from -196418768.000000 to -196420304.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (50168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Entering Unmasked Estep 
Score: -9037196.000000 Penalty: 2684.136963
	Iteration 0F: 2 clusters Score -9037196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -9006749.000000 Penalty: 5368.273926
	Iteration 0F: 3 clusters Score -9006749 nChanged 23214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -9019310.000000 Penalty: 5368.273926
	Iteration 1F: 3 clusters Score -9019310 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -9020010.000000 Penalty: 5368.273926
	Iteration 2Q: 3 clusters Score -9020010 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -9020777.000000 Penalty: 5368.273926
	Iteration 3Q: 3 clusters Score -9020777 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -9021944.000000 Penalty: 5368.273926
	Iteration 4F: 3 clusters Score -9021944 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -9023949.000000 Penalty: 5368.273926
	Iteration 5F: 3 clusters Score -9023949 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -9026864.000000 Penalty: 5368.273926
	Iteration 6F: 3 clusters Score -9026864 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -9030437.000000 Penalty: 5368.273926
	Iteration 7F: 3 clusters Score -9030437 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -9033012.000000 Penalty: 5368.273926
	Iteration 8F: 3 clusters Score -9033012 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9034187.000000 Penalty: 5368.273926
	Iteration 9Q: 3 clusters Score -9034187 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9034553.000000 Penalty: 5368.273926
	Iteration 10Q: 3 clusters Score -9034553 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9034733.000000 Penalty: 5368.273926
	Iteration 11Q: 3 clusters Score -9034733 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9034819.000000 Penalty: 5368.273926
	Iteration 12Q: 3 clusters Score -9034819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9034846.000000 Penalty: 5368.273926
	Iteration 13Q: 3 clusters Score -9034846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9034861.000000 Penalty: 5368.273926
	Iteration 14Q: 3 clusters Score -9034861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9034886.000000 Penalty: 5368.273926
	Iteration 15Q: 3 clusters Score -9034886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9034912.000000 Penalty: 5368.273926
	Iteration 16Q: 3 clusters Score -9034912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9034918.000000 Penalty: 5368.273926
	Iteration 17Q: 3 clusters Score -9034918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9034921.000000 Penalty: 5368.273926
	Iteration 18Q: 3 clusters Score -9034921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9034926.000000 Penalty: 5368.273926
	Iteration 19Q: 3 clusters Score -9034926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9034938.000000 Penalty: 5368.273926
	Iteration 20F: 3 clusters Score -9034938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9034951.000000 Penalty: 5368.273926
	Iteration 21Q: 3 clusters Score -9034951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9034953.000000 Penalty: 5368.273926
	Iteration 22Q: 3 clusters Score -9034953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9034953.000000 Penalty: 5368.273926
	Iteration 23F: 3 clusters Score -9034953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Entering Unmasked Estep 
Score: -4201267.500000 Penalty: 2498.066895
	Iteration 0F: 2 clusters Score -4201268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4184759.000000 Penalty: 4996.133789
	Iteration 0F: 3 clusters Score -4184759 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4190553.000000 Penalty: 4996.133789
	Iteration 1F: 3 clusters Score -4190553 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4191072.500000 Penalty: 4996.133789
	Iteration 2F: 3 clusters Score -4191072 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4191564.750000 Penalty: 4996.133789
	Iteration 3Q: 3 clusters Score -4191565 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4192170.250000 Penalty: 4996.133789
	Iteration 4F: 3 clusters Score -4192170 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -4192880.750000 Penalty: 4996.133789
	Iteration 5F: 3 clusters Score -4192881 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4193864.500000 Penalty: 4996.133789
	Iteration 6F: 3 clusters Score -4193864 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4195201.000000 Penalty: 4996.133789
	Iteration 7F: 3 clusters Score -4195201 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4196674.500000 Penalty: 4996.133789
	Iteration 8F: 3 clusters Score -4196674 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4197934.000000 Penalty: 4996.133789
	Iteration 9F: 3 clusters Score -4197934 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4198790.000000 Penalty: 4996.133789
	Iteration 10Q: 3 clusters Score -4198790 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4199218.000000 Penalty: 4996.133789
	Iteration 11Q: 3 clusters Score -4199218 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4199421.500000 Penalty: 4996.133789
	Iteration 12Q: 3 clusters Score -4199422 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4199529.500000 Penalty: 4996.133789
	Iteration 13Q: 3 clusters Score -4199530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4199604.000000 Penalty: 4996.133789
	Iteration 14Q: 3 clusters Score -4199604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4199637.000000 Penalty: 4996.133789
	Iteration 15Q: 3 clusters Score -4199637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4199664.500000 Penalty: 4996.133789
	Iteration 16Q: 3 clusters Score -4199664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4199676.000000 Penalty: 4996.133789
	Iteration 17Q: 3 clusters Score -4199676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4199684.000000 Penalty: 4996.133789
	Iteration 18Q: 3 clusters Score -4199684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4199680.000000 Penalty: 4996.133789
	Iteration 19Q: 3 clusters Score -4199680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4199704.000000 Penalty: 4996.133789
	Iteration 20F: 3 clusters Score -4199704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4199718.500000 Penalty: 4996.133789
	Iteration 21Q: 3 clusters Score -4199718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4199726.500000 Penalty: 4996.133789
	Iteration 22Q: 3 clusters Score -4199726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4199729.500000 Penalty: 4996.133789
	Iteration 23Q: 3 clusters Score -4199730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4199733.000000 Penalty: 4996.133789
	Iteration 24Q: 3 clusters Score -4199733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4199737.000000 Penalty: 4996.133789
	Iteration 25Q: 3 clusters Score -4199737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4199744.000000 Penalty: 4996.133789
	Iteration 26Q: 3 clusters Score -4199744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4199747.000000 Penalty: 4996.133789
	Iteration 27Q: 3 clusters Score -4199747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4199747.500000 Penalty: 4996.133789
	Iteration 28Q: 3 clusters Score -4199748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4199746.000000 Penalty: 4996.133789
	Iteration 29Q: 3 clusters Score -4199746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4199746.000000 Penalty: 4996.133789
	Iteration 30Q: 3 clusters Score -4199746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4199752.500000 Penalty: 4996.133789
	Iteration 31Q: 3 clusters Score -4199752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4199756.000000 Penalty: 4996.133789
	Iteration 32Q: 3 clusters Score -4199756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4199756.000000 Penalty: 4996.133789
	Iteration 33Q: 3 clusters Score -4199756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4199756.000000 Penalty: 4996.133789
	Iteration 34F: 3 clusters Score -4199756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -219892.031250 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -219892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -217805.671875 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -217805.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -218129.546875 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -218129.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -218270.109375 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -218270.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -218361.187500 Penalty: 3556.760742
	Iteration 3Q: 3 clusters Score -218361.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -218454.500000 Penalty: 3556.760742
	Iteration 4Q: 3 clusters Score -218454.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -218535.765625 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -218535.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -218615.984375 Penalty: 3556.760742
	Iteration 6Q: 3 clusters Score -218616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -218691.750000 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -218691.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -218737.921875 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -218737.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218775.718750 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -218775.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -218839.515625 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -218839.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -218920.218750 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -218920.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -218975.781250 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -218975.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -219053.421875 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -219053.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -219150.578125 Penalty: 3556.760742
	Iteration 14Q: 3 clusters Score -219150.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -219214.921875 Penalty: 3556.760742
	Iteration 15Q: 3 clusters Score -219214.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -219274.156250 Penalty: 3556.760742
	Iteration 16Q: 3 clusters Score -219274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -219333.234375 Penalty: 3556.760742
	Iteration 17Q: 3 clusters Score -219333.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -219366.921875 Penalty: 3556.760742
	Iteration 18Q: 3 clusters Score -219366.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219395.375000 Penalty: 3556.760742
	Iteration 19Q: 3 clusters Score -219395.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219447.921875 Penalty: 3556.760742
	Iteration 20F: 3 clusters Score -219447.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -219515.359375 Penalty: 3556.760742
	Iteration 21Q: 3 clusters Score -219515.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219570.859375 Penalty: 3556.760742
	Iteration 22Q: 3 clusters Score -219570.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -219625.390625 Penalty: 3556.760742
	Iteration 23Q: 3 clusters Score -219625.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -219672.250000 Penalty: 3556.760742
	Iteration 24Q: 3 clusters Score -219672.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -219696.546875 Penalty: 3556.760742
	Iteration 25Q: 3 clusters Score -219696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -219707.343750 Penalty: 3556.760742
	Iteration 26Q: 3 clusters Score -219707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -219710.562500 Penalty: 3556.760742
	Iteration 27Q: 3 clusters Score -219710.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -219710.562500 Penalty: 3556.760742
	Iteration 28F: 3 clusters Score -219710.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Entering Unmasked Estep 
Score: -2241441.750000 Penalty: 2341.676758
	Iteration 0F: 2 clusters Score -2241442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2232101.000000 Penalty: 4683.353516
	Iteration 0F: 3 clusters Score -2232101 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2234874.750000 Penalty: 4683.353516
	Iteration 1F: 3 clusters Score -2234875 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2235196.250000 Penalty: 4683.353516
	Iteration 2F: 3 clusters Score -2235196 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2235432.750000 Penalty: 4683.353516
	Iteration 3Q: 3 clusters Score -2235433 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2235619.000000 Penalty: 4683.353516
	Iteration 4Q: 3 clusters Score -2235619 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2235800.000000 Penalty: 4683.353516
	Iteration 5Q: 3 clusters Score -2235800 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2236042.000000 Penalty: 4683.353516
	Iteration 6Q: 3 clusters Score -2236042 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2236310.000000 Penalty: 4683.353516
	Iteration 7Q: 3 clusters Score -2236310 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2236623.250000 Penalty: 4683.353516
	Iteration 8Q: 3 clusters Score -2236623 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2236960.000000 Penalty: 4683.353516
	Iteration 9Q: 3 clusters Score -2236960 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2237311.500000 Penalty: 4683.353516
	Iteration 10Q: 3 clusters Score -2237312 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2237641.750000 Penalty: 4683.353516
	Iteration 11Q: 3 clusters Score -2237642 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2237949.750000 Penalty: 4683.353516
	Iteration 12Q: 3 clusters Score -2237950 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2238238.250000 Penalty: 4683.353516
	Iteration 13Q: 3 clusters Score -2238238 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2238468.750000 Penalty: 4683.353516
	Iteration 14Q: 3 clusters Score -2238469 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2238686.500000 Penalty: 4683.353516
	Iteration 15Q: 3 clusters Score -2238686 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2238822.000000 Penalty: 4683.353516
	Iteration 16Q: 3 clusters Score -2238822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2238939.250000 Penalty: 4683.353516
	Iteration 17Q: 3 clusters Score -2238939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2239013.500000 Penalty: 4683.353516
	Iteration 18Q: 3 clusters Score -2239014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2239081.000000 Penalty: 4683.353516
	Iteration 19Q: 3 clusters Score -2239081 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2239134.000000 Penalty: 4683.353516
	Iteration 20F: 3 clusters Score -2239134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2239189.500000 Penalty: 4683.353516
	Iteration 21Q: 3 clusters Score -2239190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2239236.000000 Penalty: 4683.353516
	Iteration 22Q: 3 clusters Score -2239236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2239264.250000 Penalty: 4683.353516
	Iteration 23Q: 3 clusters Score -2239264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2239305.750000 Penalty: 4683.353516
	Iteration 24Q: 3 clusters Score -2239306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2239322.750000 Penalty: 4683.353516
	Iteration 25Q: 3 clusters Score -2239323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2239345.750000 Penalty: 4683.353516
	Iteration 26Q: 3 clusters Score -2239346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2239368.750000 Penalty: 4683.353516
	Iteration 27Q: 3 clusters Score -2239369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2239389.000000 Penalty: 4683.353516
	Iteration 28Q: 3 clusters Score -2239389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2239401.000000 Penalty: 4683.353516
	Iteration 29Q: 3 clusters Score -2239401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2239417.250000 Penalty: 4683.353516
	Iteration 30Q: 3 clusters Score -2239417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2239422.500000 Penalty: 4683.353516
	Iteration 31Q: 3 clusters Score -2239422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2239429.750000 Penalty: 4683.353516
	Iteration 32Q: 3 clusters Score -2239430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2239433.750000 Penalty: 4683.353516
	Iteration 33Q: 3 clusters Score -2239434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2239436.250000 Penalty: 4683.353516
	Iteration 34Q: 3 clusters Score -2239436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2239441.000000 Penalty: 4683.353516
	Iteration 35Q: 3 clusters Score -2239441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2239443.250000 Penalty: 4683.353516
	Iteration 36Q: 3 clusters Score -2239443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2239449.250000 Penalty: 4683.353516
	Iteration 37Q: 3 clusters Score -2239449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2239462.500000 Penalty: 4683.353516
	Iteration 38Q: 3 clusters Score -2239462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2239464.000000 Penalty: 4683.353516
	Iteration 39Q: 3 clusters Score -2239464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2239472.750000 Penalty: 4683.353516
	Iteration 40F: 3 clusters Score -2239473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2239477.000000 Penalty: 4683.353516
	Iteration 41Q: 3 clusters Score -2239477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2239481.500000 Penalty: 4683.353516
	Iteration 42Q: 3 clusters Score -2239482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2239483.750000 Penalty: 4683.353516
	Iteration 43Q: 3 clusters Score -2239484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2239486.250000 Penalty: 4683.353516
	Iteration 44Q: 3 clusters Score -2239486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2239486.250000 Penalty: 4683.353516
	Iteration 45Q: 3 clusters Score -2239486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2239486.250000 Penalty: 4683.353516
	Iteration 46Q: 3 clusters Score -2239486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2239488.000000 Penalty: 4683.353516
	Iteration 47Q: 3 clusters Score -2239488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2239489.750000 Penalty: 4683.353516
	Iteration 48Q: 3 clusters Score -2239490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2239489.250000 Penalty: 4683.353516
	Iteration 49Q: 3 clusters Score -2239489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2239489.250000 Penalty: 4683.353516
	Iteration 50F: 3 clusters Score -2239489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (68477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Entering Unmasked Estep 
Score: -12069865.000000 Penalty: 2761.294922
	Iteration 0F: 2 clusters Score -1.206986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -12028574.000000 Penalty: 5522.589844
	Iteration 0F: 3 clusters Score -1.202857e+07 nChanged 32065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -12046381.000000 Penalty: 5522.589844
	Iteration 1F: 3 clusters Score -1.204638e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -12046924.000000 Penalty: 5522.589844
	Iteration 2Q: 3 clusters Score -1.204692e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -12047331.000000 Penalty: 5522.589844
	Iteration 3Q: 3 clusters Score -1.204733e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -12047832.000000 Penalty: 5522.589844
	Iteration 4Q: 3 clusters Score -1.204783e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -12048501.000000 Penalty: 5522.589844
	Iteration 5Q: 3 clusters Score -1.20485e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -12049358.000000 Penalty: 5522.589844
	Iteration 6Q: 3 clusters Score -1.204936e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -12050584.000000 Penalty: 5522.589844
	Iteration 7Q: 3 clusters Score -1.205058e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -12052048.000000 Penalty: 5522.589844
	Iteration 8Q: 3 clusters Score -1.205205e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -12053947.000000 Penalty: 5522.589844
	Iteration 9F: 3 clusters Score -1.205395e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -12056350.000000 Penalty: 5522.589844
	Iteration 10F: 3 clusters Score -1.205635e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -12058754.000000 Penalty: 5522.589844
	Iteration 11F: 3 clusters Score -1.205875e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -12060718.000000 Penalty: 5522.589844
	Iteration 12Q: 3 clusters Score -1.206072e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -12062212.000000 Penalty: 5522.589844
	Iteration 13Q: 3 clusters Score -1.206221e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -12063048.000000 Penalty: 5522.589844
	Iteration 14Q: 3 clusters Score -1.206305e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -12063770.000000 Penalty: 5522.589844
	Iteration 15Q: 3 clusters Score -1.206377e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -12064323.000000 Penalty: 5522.589844
	Iteration 16Q: 3 clusters Score -1.206432e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -12064792.000000 Penalty: 5522.589844
	Iteration 17Q: 3 clusters Score -1.206479e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -12065264.000000 Penalty: 5522.589844
	Iteration 18Q: 3 clusters Score -1.206526e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -12065644.000000 Penalty: 5522.589844
	Iteration 19Q: 3 clusters Score -1.206564e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -12065947.000000 Penalty: 5522.589844
	Iteration 20F: 3 clusters Score -1.206595e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -12066149.000000 Penalty: 5522.589844
	Iteration 21Q: 3 clusters Score -1.206615e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12066362.000000 Penalty: 5522.589844
	Iteration 22Q: 3 clusters Score -1.206636e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12066490.000000 Penalty: 5522.589844
	Iteration 23Q: 3 clusters Score -1.206649e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -12066653.000000 Penalty: 5522.589844
	Iteration 24Q: 3 clusters Score -1.206665e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -12066750.000000 Penalty: 5522.589844
	Iteration 25Q: 3 clusters Score -1.206675e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12066819.000000 Penalty: 5522.589844
	Iteration 26Q: 3 clusters Score -1.206682e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12066960.000000 Penalty: 5522.589844
	Iteration 27Q: 3 clusters Score -1.206696e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12067010.000000 Penalty: 5522.589844
	Iteration 28Q: 3 clusters Score -1.206701e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12067069.000000 Penalty: 5522.589844
	Iteration 29Q: 3 clusters Score -1.206707e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12067110.000000 Penalty: 5522.589844
	Iteration 30Q: 3 clusters Score -1.206711e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12067149.000000 Penalty: 5522.589844
	Iteration 31Q: 3 clusters Score -1.206715e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12067173.000000 Penalty: 5522.589844
	Iteration 32Q: 3 clusters Score -1.206717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12067177.000000 Penalty: 5522.589844
	Iteration 33Q: 3 clusters Score -1.206718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12067198.000000 Penalty: 5522.589844
	Iteration 34Q: 3 clusters Score -1.20672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12067218.000000 Penalty: 5522.589844
	Iteration 35Q: 3 clusters Score -1.206722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12067214.000000 Penalty: 5522.589844
	Iteration 36Q: 3 clusters Score -1.206721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12067219.000000 Penalty: 5522.589844
	Iteration 37Q: 3 clusters Score -1.206722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12067225.000000 Penalty: 5522.589844
	Iteration 38Q: 3 clusters Score -1.206722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12067234.000000 Penalty: 5522.589844
	Iteration 39Q: 3 clusters Score -1.206723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12067249.000000 Penalty: 5522.589844
	Iteration 40F: 3 clusters Score -1.206725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12067252.000000 Penalty: 5522.589844
	Iteration 41Q: 3 clusters Score -1.206725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12067247.000000 Penalty: 5522.589844
	Iteration 42Q: 3 clusters Score -1.206725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12067252.000000 Penalty: 5522.589844
	Iteration 43Q: 3 clusters Score -1.206725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12067276.000000 Penalty: 5522.589844
	Iteration 44Q: 3 clusters Score -1.206728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12067272.000000 Penalty: 5522.589844
	Iteration 45Q: 3 clusters Score -1.206727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12067265.000000 Penalty: 5522.589844
	Iteration 46Q: 3 clusters Score -1.206726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12067279.000000 Penalty: 5522.589844
	Iteration 47Q: 3 clusters Score -1.206728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12067292.000000 Penalty: 5522.589844
	Iteration 48Q: 3 clusters Score -1.206729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12067290.000000 Penalty: 5522.589844
	Iteration 49Q: 3 clusters Score -1.206729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12067285.000000 Penalty: 5522.589844
	Iteration 50Q: 3 clusters Score -1.206728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12067293.000000 Penalty: 5522.589844
	Iteration 51Q: 3 clusters Score -1.206729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12067296.000000 Penalty: 5522.589844
	Iteration 52Q: 3 clusters Score -1.20673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12067301.000000 Penalty: 5522.589844
	Iteration 53Q: 3 clusters Score -1.20673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12067311.000000 Penalty: 5522.589844
	Iteration 54Q: 3 clusters Score -1.206731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12067314.000000 Penalty: 5522.589844
	Iteration 55Q: 3 clusters Score -1.206731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12067311.000000 Penalty: 5522.589844
	Iteration 56Q: 3 clusters Score -1.206731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12067309.000000 Penalty: 5522.589844
	Iteration 57Q: 3 clusters Score -1.206731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12067312.000000 Penalty: 5522.589844
	Iteration 58Q: 3 clusters Score -1.206731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12067327.000000 Penalty: 5522.589844
	Iteration 59Q: 3 clusters Score -1.206733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12067331.000000 Penalty: 5522.589844
	Iteration 60F: 3 clusters Score -1.206733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12067337.000000 Penalty: 5522.589844
	Iteration 61Q: 3 clusters Score -1.206734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12067344.000000 Penalty: 5522.589844
	Iteration 62Q: 3 clusters Score -1.206734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12067351.000000 Penalty: 5522.589844
	Iteration 63Q: 3 clusters Score -1.206735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12067355.000000 Penalty: 5522.589844
	Iteration 64Q: 3 clusters Score -1.206736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12067356.000000 Penalty: 5522.589844
	Iteration 65Q: 3 clusters Score -1.206736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12067360.000000 Penalty: 5522.589844
	Iteration 66Q: 3 clusters Score -1.206736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12067352.000000 Penalty: 5522.589844
	Iteration 67Q: 3 clusters Score -1.206735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12067351.000000 Penalty: 5522.589844
	Iteration 68Q: 3 clusters Score -1.206735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12067352.000000 Penalty: 5522.589844
	Iteration 69Q: 3 clusters Score -1.206735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12067352.000000 Penalty: 5522.589844
	Iteration 70Q: 3 clusters Score -1.206735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12067352.000000 Penalty: 5522.589844
	Iteration 71Q: 3 clusters Score -1.206735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12067349.000000 Penalty: 5522.589844
	Iteration 72Q: 3 clusters Score -1.206735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12067358.000000 Penalty: 5522.589844
	Iteration 73Q: 3 clusters Score -1.206736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12067356.000000 Penalty: 5522.589844
	Iteration 74Q: 3 clusters Score -1.206736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12067354.000000 Penalty: 5522.589844
	Iteration 75Q: 3 clusters Score -1.206735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12067352.000000 Penalty: 5522.589844
	Iteration 76Q: 3 clusters Score -1.206735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12067358.000000 Penalty: 5522.589844
	Iteration 77Q: 3 clusters Score -1.206736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12067362.000000 Penalty: 5522.589844
	Iteration 78Q: 3 clusters Score -1.206736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12067371.000000 Penalty: 5522.589844
	Iteration 79Q: 3 clusters Score -1.206737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12067365.000000 Penalty: 5522.589844
	Iteration 80F: 3 clusters Score -1.206736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (43007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Entering Unmasked Estep 
Score: -7663765.500000 Penalty: 2645.941162
	Iteration 0F: 2 clusters Score -7663766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -7635219.500000 Penalty: 5291.882324
	Iteration 0F: 3 clusters Score -7635220 nChanged 19736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -7646176.000000 Penalty: 5291.882324
	Iteration 1F: 3 clusters Score -7646176 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -7646842.500000 Penalty: 5291.882324
	Iteration 2Q: 3 clusters Score -7646842 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -7647547.500000 Penalty: 5291.882324
	Iteration 3Q: 3 clusters Score -7647548 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -7648332.500000 Penalty: 5291.882324
	Iteration 4Q: 3 clusters Score -7648332 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7649083.500000 Penalty: 5291.882324
	Iteration 5Q: 3 clusters Score -7649084 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7649928.500000 Penalty: 5291.882324
	Iteration 6Q: 3 clusters Score -7649928 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -7650726.000000 Penalty: 5291.882324
	Iteration 7Q: 3 clusters Score -7650726 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -7651654.500000 Penalty: 5291.882324
	Iteration 8Q: 3 clusters Score -7651654 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -7652653.000000 Penalty: 5291.882324
	Iteration 9Q: 3 clusters Score -7652653 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -7653741.000000 Penalty: 5291.882324
	Iteration 10Q: 3 clusters Score -7653741 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -7654596.000000 Penalty: 5291.882324
	Iteration 11Q: 3 clusters Score -7654596 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -7655134.000000 Penalty: 5291.882324
	Iteration 12Q: 3 clusters Score -7655134 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -7655455.500000 Penalty: 5291.882324
	Iteration 13Q: 3 clusters Score -7655456 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -7655631.500000 Penalty: 5291.882324
	Iteration 14Q: 3 clusters Score -7655632 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7655712.000000 Penalty: 5291.882324
	Iteration 15Q: 3 clusters Score -7655712 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -7655736.000000 Penalty: 5291.882324
	Iteration 16Q: 3 clusters Score -7655736 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -7655754.500000 Penalty: 5291.882324
	Iteration 17Q: 3 clusters Score -7655754 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -7655789.000000 Penalty: 5291.882324
	Iteration 18Q: 3 clusters Score -7655789 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -7655834.000000 Penalty: 5291.882324
	Iteration 19Q: 3 clusters Score -7655834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -7655853.000000 Penalty: 5291.882324
	Iteration 20F: 3 clusters Score -7655853 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -7655881.000000 Penalty: 5291.882324
	Iteration 21Q: 3 clusters Score -7655881 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -7655922.500000 Penalty: 5291.882324
	Iteration 22Q: 3 clusters Score -7655922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -7655933.500000 Penalty: 5291.882324
	Iteration 23Q: 3 clusters Score -7655934 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -7655949.500000 Penalty: 5291.882324
	Iteration 24Q: 3 clusters Score -7655950 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -7655997.500000 Penalty: 5291.882324
	Iteration 25Q: 3 clusters Score -7655998 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7656049.000000 Penalty: 5291.882324
	Iteration 26Q: 3 clusters Score -7656049 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7656114.500000 Penalty: 5291.882324
	Iteration 27Q: 3 clusters Score -7656114 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -7656162.000000 Penalty: 5291.882324
	Iteration 28Q: 3 clusters Score -7656162 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -7656208.000000 Penalty: 5291.882324
	Iteration 29Q: 3 clusters Score -7656208 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -7656237.000000 Penalty: 5291.882324
	Iteration 30Q: 3 clusters Score -7656237 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7656280.000000 Penalty: 5291.882324
	Iteration 31Q: 3 clusters Score -7656280 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -7656351.000000 Penalty: 5291.882324
	Iteration 32Q: 3 clusters Score -7656351 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -7656407.500000 Penalty: 5291.882324
	Iteration 33Q: 3 clusters Score -7656408 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -7656519.500000 Penalty: 5291.882324
	Iteration 34Q: 3 clusters Score -7656520 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -7656625.500000 Penalty: 5291.882324
	Iteration 35Q: 3 clusters Score -7656626 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7656727.500000 Penalty: 5291.882324
	Iteration 36Q: 3 clusters Score -7656728 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -7656864.500000 Penalty: 5291.882324
	Iteration 37Q: 3 clusters Score -7656864 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -7656955.000000 Penalty: 5291.882324
	Iteration 38Q: 3 clusters Score -7656955 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -7657088.500000 Penalty: 5291.882324
	Iteration 39Q: 3 clusters Score -7657088 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -7657282.500000 Penalty: 5291.882324
	Iteration 40F: 3 clusters Score -7657282 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -7657477.500000 Penalty: 5291.882324
	Iteration 41Q: 3 clusters Score -7657478 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -7657708.500000 Penalty: 5291.882324
	Iteration 42Q: 3 clusters Score -7657708 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -7658006.500000 Penalty: 5291.882324
	Iteration 43Q: 3 clusters Score -7658006 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -7658324.000000 Penalty: 5291.882324
	Iteration 44Q: 3 clusters Score -7658324 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -7658731.500000 Penalty: 5291.882324
	Iteration 45Q: 3 clusters Score -7658732 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -7659114.500000 Penalty: 5291.882324
	Iteration 46Q: 3 clusters Score -7659114 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -7659489.500000 Penalty: 5291.882324
	Iteration 47Q: 3 clusters Score -7659490 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -7659764.500000 Penalty: 5291.882324
	Iteration 48Q: 3 clusters Score -7659764 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -7660058.000000 Penalty: 5291.882324
	Iteration 49Q: 3 clusters Score -7660058 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -7660263.000000 Penalty: 5291.882324
	Iteration 50Q: 3 clusters Score -7660263 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -7660419.500000 Penalty: 5291.882324
	Iteration 51Q: 3 clusters Score -7660420 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -7660611.000000 Penalty: 5291.882324
	Iteration 52Q: 3 clusters Score -7660611 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -7660729.500000 Penalty: 5291.882324
	Iteration 53Q: 3 clusters Score -7660730 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -7660849.500000 Penalty: 5291.882324
	Iteration 54Q: 3 clusters Score -7660850 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -7660968.500000 Penalty: 5291.882324
	Iteration 55Q: 3 clusters Score -7660968 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7661097.500000 Penalty: 5291.882324
	Iteration 56Q: 3 clusters Score -7661098 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -7661168.500000 Penalty: 5291.882324
	Iteration 57Q: 3 clusters Score -7661168 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -7661251.000000 Penalty: 5291.882324
	Iteration 58Q: 3 clusters Score -7661251 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -7661339.000000 Penalty: 5291.882324
	Iteration 59Q: 3 clusters Score -7661339 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7661419.500000 Penalty: 5291.882324
	Iteration 60F: 3 clusters Score -7661420 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -7661511.000000 Penalty: 5291.882324
	Iteration 61Q: 3 clusters Score -7661511 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -7661613.000000 Penalty: 5291.882324
	Iteration 62Q: 3 clusters Score -7661613 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -7661709.000000 Penalty: 5291.882324
	Iteration 63Q: 3 clusters Score -7661709 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -7661767.500000 Penalty: 5291.882324
	Iteration 64Q: 3 clusters Score -7661768 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7661791.500000 Penalty: 5291.882324
	Iteration 65Q: 3 clusters Score -7661792 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -7661842.500000 Penalty: 5291.882324
	Iteration 66Q: 3 clusters Score -7661842 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -7661907.500000 Penalty: 5291.882324
	Iteration 67Q: 3 clusters Score -7661908 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7661971.500000 Penalty: 5291.882324
	Iteration 68Q: 3 clusters Score -7661972 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -7662049.000000 Penalty: 5291.882324
	Iteration 69Q: 3 clusters Score -7662049 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -7662070.500000 Penalty: 5291.882324
	Iteration 70Q: 3 clusters Score -7662070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -7662070.000000 Penalty: 5291.882324
	Iteration 71Q: 3 clusters Score -7662070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7662097.500000 Penalty: 5291.882324
	Iteration 72Q: 3 clusters Score -7662098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7662112.000000 Penalty: 5291.882324
	Iteration 73Q: 3 clusters Score -7662112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7662139.500000 Penalty: 5291.882324
	Iteration 74Q: 3 clusters Score -7662140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7662157.000000 Penalty: 5291.882324
	Iteration 75Q: 3 clusters Score -7662157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7662165.000000 Penalty: 5291.882324
	Iteration 76Q: 3 clusters Score -7662165 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7662182.500000 Penalty: 5291.882324
	Iteration 77Q: 3 clusters Score -7662182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7662200.000000 Penalty: 5291.882324
	Iteration 78Q: 3 clusters Score -7662200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7662212.500000 Penalty: 5291.882324
	Iteration 79Q: 3 clusters Score -7662212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7662229.000000 Penalty: 5291.882324
	Iteration 80F: 3 clusters Score -7662229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7662247.000000 Penalty: 5291.882324
	Iteration 81Q: 3 clusters Score -7662247 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7662241.000000 Penalty: 5291.882324
	Iteration 82Q: 3 clusters Score -7662241 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7662262.500000 Penalty: 5291.882324
	Iteration 83Q: 3 clusters Score -7662262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7662267.500000 Penalty: 5291.882324
	Iteration 84Q: 3 clusters Score -7662268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7662292.500000 Penalty: 5291.882324
	Iteration 85Q: 3 clusters Score -7662292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7662307.000000 Penalty: 5291.882324
	Iteration 86Q: 3 clusters Score -7662307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7662317.000000 Penalty: 5291.882324
	Iteration 87Q: 3 clusters Score -7662317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7662315.500000 Penalty: 5291.882324
	Iteration 88Q: 3 clusters Score -7662316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7662330.000000 Penalty: 5291.882324
	Iteration 89Q: 3 clusters Score -7662330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7662315.000000 Penalty: 5291.882324
	Iteration 90Q: 3 clusters Score -7662315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7662326.500000 Penalty: 5291.882324
	Iteration 91Q: 3 clusters Score -7662326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7662326.000000 Penalty: 5291.882324
	Iteration 92Q: 3 clusters Score -7662326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7662324.500000 Penalty: 5291.882324
	Iteration 93Q: 3 clusters Score -7662324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7662330.500000 Penalty: 5291.882324
	Iteration 94Q: 3 clusters Score -7662330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7662316.500000 Penalty: 5291.882324
	Iteration 95Q: 3 clusters Score -7662316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7662325.500000 Penalty: 5291.882324
	Iteration 96Q: 3 clusters Score -7662326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7662327.000000 Penalty: 5291.882324
	Iteration 97Q: 3 clusters Score -7662327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7662317.500000 Penalty: 5291.882324
	Iteration 98Q: 3 clusters Score -7662318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7662326.500000 Penalty: 5291.882324
	Iteration 99Q: 3 clusters Score -7662326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7662331.000000 Penalty: 5291.882324
	Iteration 100F: 3 clusters Score -7662331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7662335.500000 Penalty: 5291.882324
	Iteration 101Q: 3 clusters Score -7662336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7662330.000000 Penalty: 5291.882324
	Iteration 102Q: 3 clusters Score -7662330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7662334.500000 Penalty: 5291.882324
	Iteration 103Q: 3 clusters Score -7662334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7662332.500000 Penalty: 5291.882324
	Iteration 104Q: 3 clusters Score -7662332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7662329.000000 Penalty: 5291.882324
	Iteration 105Q: 3 clusters Score -7662329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7662332.500000 Penalty: 5291.882324
	Iteration 106Q: 3 clusters Score -7662332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7662328.000000 Penalty: 5291.882324
	Iteration 107Q: 3 clusters Score -7662328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7662333.500000 Penalty: 5291.882324
	Iteration 108Q: 3 clusters Score -7662334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7662337.500000 Penalty: 5291.882324
	Iteration 109Q: 3 clusters Score -7662338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7662337.500000 Penalty: 5291.882324
	Iteration 110Q: 3 clusters Score -7662338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7662338.500000 Penalty: 5291.882324
	Iteration 111Q: 3 clusters Score -7662338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7662340.000000 Penalty: 5291.882324
	Iteration 112Q: 3 clusters Score -7662340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7662339.000000 Penalty: 5291.882324
	Iteration 113Q: 3 clusters Score -7662339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7662337.500000 Penalty: 5291.882324
	Iteration 114Q: 3 clusters Score -7662338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7662340.000000 Penalty: 5291.882324
	Iteration 115Q: 3 clusters Score -7662340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7662341.500000 Penalty: 5291.882324
	Iteration 116Q: 3 clusters Score -7662342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7662348.000000 Penalty: 5291.882324
	Iteration 117Q: 3 clusters Score -7662348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7662351.500000 Penalty: 5291.882324
	Iteration 118Q: 3 clusters Score -7662352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7662350.000000 Penalty: 5291.882324
	Iteration 119Q: 3 clusters Score -7662350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7662338.500000 Penalty: 5291.882324
	Iteration 120F: 3 clusters Score -7662338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7662342.000000 Penalty: 5291.882324
	Iteration 121Q: 3 clusters Score -7662342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7662338.000000 Penalty: 5291.882324
	Iteration 122Q: 3 clusters Score -7662338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7662332.000000 Penalty: 5291.882324
	Iteration 123Q: 3 clusters Score -7662332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7662334.500000 Penalty: 5291.882324
	Iteration 124Q: 3 clusters Score -7662334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7662329.000000 Penalty: 5291.882324
	Iteration 125Q: 3 clusters Score -7662329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7662332.500000 Penalty: 5291.882324
	Iteration 126Q: 3 clusters Score -7662332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7662332.000000 Penalty: 5291.882324
	Iteration 127Q: 3 clusters Score -7662332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7662337.000000 Penalty: 5291.882324
	Iteration 128Q: 3 clusters Score -7662337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7662342.000000 Penalty: 5291.882324
	Iteration 129Q: 3 clusters Score -7662342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7662337.500000 Penalty: 5291.882324
	Iteration 130Q: 3 clusters Score -7662338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7662331.500000 Penalty: 5291.882324
	Iteration 131Q: 3 clusters Score -7662332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7662332.500000 Penalty: 5291.882324
	Iteration 132Q: 3 clusters Score -7662332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7662333.000000 Penalty: 5291.882324
	Iteration 133Q: 3 clusters Score -7662333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7662333.000000 Penalty: 5291.882324
	Iteration 134F: 3 clusters Score -7662333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (42204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Entering Unmasked Estep 
Score: -7626453.000000 Penalty: 2641.267090
	Iteration 0F: 2 clusters Score -7626453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -7598213.500000 Penalty: 5282.534180
	Iteration 0F: 3 clusters Score -7598214 nChanged 19378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -7608744.500000 Penalty: 5282.534180
	Iteration 1F: 3 clusters Score -7608744 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -7609152.000000 Penalty: 5282.534180
	Iteration 2Q: 3 clusters Score -7609152 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7609572.000000 Penalty: 5282.534180
	Iteration 3Q: 3 clusters Score -7609572 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -7609916.500000 Penalty: 5282.534180
	Iteration 4Q: 3 clusters Score -7609916 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -7610141.000000 Penalty: 5282.534180
	Iteration 5Q: 3 clusters Score -7610141 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -7610303.500000 Penalty: 5282.534180
	Iteration 6Q: 3 clusters Score -7610304 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7610550.500000 Penalty: 5282.534180
	Iteration 7Q: 3 clusters Score -7610550 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -7610848.500000 Penalty: 5282.534180
	Iteration 8Q: 3 clusters Score -7610848 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -7611070.500000 Penalty: 5282.534180
	Iteration 9Q: 3 clusters Score -7611070 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -7611381.000000 Penalty: 5282.534180
	Iteration 10Q: 3 clusters Score -7611381 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -7611835.000000 Penalty: 5282.534180
	Iteration 11Q: 3 clusters Score -7611835 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -7612527.000000 Penalty: 5282.534180
	Iteration 12Q: 3 clusters Score -7612527 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -7613653.500000 Penalty: 5282.534180
	Iteration 13Q: 3 clusters Score -7613654 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -7615191.000000 Penalty: 5282.534180
	Iteration 14F: 3 clusters Score -7615191 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -7617066.500000 Penalty: 5282.534180
	Iteration 15F: 3 clusters Score -7617066 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -7618809.000000 Penalty: 5282.534180
	Iteration 16F: 3 clusters Score -7618809 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -7620182.000000 Penalty: 5282.534180
	Iteration 17Q: 3 clusters Score -7620182 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7620979.000000 Penalty: 5282.534180
	Iteration 18Q: 3 clusters Score -7620979 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -7621573.500000 Penalty: 5282.534180
	Iteration 19Q: 3 clusters Score -7621574 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -7622042.500000 Penalty: 5282.534180
	Iteration 20F: 3 clusters Score -7622042 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -7622481.500000 Penalty: 5282.534180
	Iteration 21Q: 3 clusters Score -7622482 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7622834.000000 Penalty: 5282.534180
	Iteration 22Q: 3 clusters Score -7622834 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7623077.500000 Penalty: 5282.534180
	Iteration 23Q: 3 clusters Score -7623078 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7623270.000000 Penalty: 5282.534180
	Iteration 24Q: 3 clusters Score -7623270 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7623463.500000 Penalty: 5282.534180
	Iteration 25Q: 3 clusters Score -7623464 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7623645.500000 Penalty: 5282.534180
	Iteration 26Q: 3 clusters Score -7623646 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7623765.500000 Penalty: 5282.534180
	Iteration 27Q: 3 clusters Score -7623766 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7623887.000000 Penalty: 5282.534180
	Iteration 28Q: 3 clusters Score -7623887 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7623987.500000 Penalty: 5282.534180
	Iteration 29Q: 3 clusters Score -7623988 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7624045.000000 Penalty: 5282.534180
	Iteration 30Q: 3 clusters Score -7624045 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7624085.000000 Penalty: 5282.534180
	Iteration 31Q: 3 clusters Score -7624085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7624151.000000 Penalty: 5282.534180
	Iteration 32Q: 3 clusters Score -7624151 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7624177.500000 Penalty: 5282.534180
	Iteration 33Q: 3 clusters Score -7624178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7624198.000000 Penalty: 5282.534180
	Iteration 34Q: 3 clusters Score -7624198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7624224.500000 Penalty: 5282.534180
	Iteration 35Q: 3 clusters Score -7624224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7624241.500000 Penalty: 5282.534180
	Iteration 36Q: 3 clusters Score -7624242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7624263.500000 Penalty: 5282.534180
	Iteration 37Q: 3 clusters Score -7624264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7624280.000000 Penalty: 5282.534180
	Iteration 38Q: 3 clusters Score -7624280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7624294.500000 Penalty: 5282.534180
	Iteration 39Q: 3 clusters Score -7624294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7624296.500000 Penalty: 5282.534180
	Iteration 40F: 3 clusters Score -7624296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7624287.000000 Penalty: 5282.534180
	Iteration 41Q: 3 clusters Score -7624287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7624301.000000 Penalty: 5282.534180
	Iteration 42Q: 3 clusters Score -7624301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7624301.000000 Penalty: 5282.534180
	Iteration 43Q: 3 clusters Score -7624301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7624296.500000 Penalty: 5282.534180
	Iteration 44Q: 3 clusters Score -7624296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7624305.500000 Penalty: 5282.534180
	Iteration 45Q: 3 clusters Score -7624306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7624315.000000 Penalty: 5282.534180
	Iteration 46Q: 3 clusters Score -7624315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7624336.500000 Penalty: 5282.534180
	Iteration 47Q: 3 clusters Score -7624336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7624344.500000 Penalty: 5282.534180
	Iteration 48Q: 3 clusters Score -7624344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7624363.000000 Penalty: 5282.534180
	Iteration 49Q: 3 clusters Score -7624363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7624375.000000 Penalty: 5282.534180
	Iteration 50Q: 3 clusters Score -7624375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7624376.000000 Penalty: 5282.534180
	Iteration 51Q: 3 clusters Score -7624376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7624384.000000 Penalty: 5282.534180
	Iteration 52Q: 3 clusters Score -7624384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7624403.500000 Penalty: 5282.534180
	Iteration 53Q: 3 clusters Score -7624404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7624410.500000 Penalty: 5282.534180
	Iteration 54Q: 3 clusters Score -7624410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7624411.500000 Penalty: 5282.534180
	Iteration 55Q: 3 clusters Score -7624412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7624416.500000 Penalty: 5282.534180
	Iteration 56Q: 3 clusters Score -7624416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7624411.500000 Penalty: 5282.534180
	Iteration 57Q: 3 clusters Score -7624412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7624413.000000 Penalty: 5282.534180
	Iteration 58Q: 3 clusters Score -7624413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7624414.000000 Penalty: 5282.534180
	Iteration 59Q: 3 clusters Score -7624414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7624414.000000 Penalty: 5282.534180
	Iteration 60F: 3 clusters Score -7624414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -866589.687500 Penalty: 2111.319580
	Iteration 0F: 2 clusters Score -866589.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -862057.375000 Penalty: 4222.639160
	Iteration 0F: 3 clusters Score -862057.4 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -863178.812500 Penalty: 4222.639160
	Iteration 1F: 3 clusters Score -863178.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -863495.937500 Penalty: 4222.639160
	Iteration 2F: 3 clusters Score -863495.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -863783.437500 Penalty: 4222.639160
	Iteration 3F: 3 clusters Score -863783.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -864074.375000 Penalty: 4222.639160
	Iteration 4F: 3 clusters Score -864074.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -864331.437500 Penalty: 4222.639160
	Iteration 5F: 3 clusters Score -864331.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -864507.062500 Penalty: 4222.639160
	Iteration 6Q: 3 clusters Score -864507.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -864646.312500 Penalty: 4222.639160
	Iteration 7Q: 3 clusters Score -864646.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -864753.000000 Penalty: 4222.639160
	Iteration 8Q: 3 clusters Score -864753 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -864838.187500 Penalty: 4222.639160
	Iteration 9Q: 3 clusters Score -864838.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -864895.687500 Penalty: 4222.639160
	Iteration 10Q: 3 clusters Score -864895.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -864923.500000 Penalty: 4222.639160
	Iteration 11Q: 3 clusters Score -864923.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -864938.875000 Penalty: 4222.639160
	Iteration 12Q: 3 clusters Score -864938.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -864962.062500 Penalty: 4222.639160
	Iteration 13Q: 3 clusters Score -864962.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -864981.000000 Penalty: 4222.639160
	Iteration 14Q: 3 clusters Score -864981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -864993.562500 Penalty: 4222.639160
	Iteration 15Q: 3 clusters Score -864993.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -865007.500000 Penalty: 4222.639160
	Iteration 16Q: 3 clusters Score -865007.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -865017.625000 Penalty: 4222.639160
	Iteration 17Q: 3 clusters Score -865017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -865026.500000 Penalty: 4222.639160
	Iteration 18Q: 3 clusters Score -865026.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -865032.000000 Penalty: 4222.639160
	Iteration 19Q: 3 clusters Score -865032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -865037.687500 Penalty: 4222.639160
	Iteration 20F: 3 clusters Score -865037.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -865042.000000 Penalty: 4222.639160
	Iteration 21Q: 3 clusters Score -865042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -865044.375000 Penalty: 4222.639160
	Iteration 22Q: 3 clusters Score -865044.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -865048.312500 Penalty: 4222.639160
	Iteration 23Q: 3 clusters Score -865048.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -865053.187500 Penalty: 4222.639160
	Iteration 24Q: 3 clusters Score -865053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -865056.500000 Penalty: 4222.639160
	Iteration 25Q: 3 clusters Score -865056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -865059.687500 Penalty: 4222.639160
	Iteration 26Q: 3 clusters Score -865059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -865061.000000 Penalty: 4222.639160
	Iteration 27Q: 3 clusters Score -865061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -865062.062500 Penalty: 4222.639160
	Iteration 28Q: 3 clusters Score -865062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -865063.000000 Penalty: 4222.639160
	Iteration 29Q: 3 clusters Score -865063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -865065.312500 Penalty: 4222.639160
	Iteration 30Q: 3 clusters Score -865065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -865069.625000 Penalty: 4222.639160
	Iteration 31Q: 3 clusters Score -865069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -865073.875000 Penalty: 4222.639160
	Iteration 32Q: 3 clusters Score -865073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -865076.312500 Penalty: 4222.639160
	Iteration 33Q: 3 clusters Score -865076.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -865080.312500 Penalty: 4222.639160
	Iteration 34Q: 3 clusters Score -865080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -865082.562500 Penalty: 4222.639160
	Iteration 35Q: 3 clusters Score -865082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -865083.875000 Penalty: 4222.639160
	Iteration 36Q: 3 clusters Score -865083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -865083.312500 Penalty: 4222.639160
	Iteration 37Q: 3 clusters Score -865083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -865084.500000 Penalty: 4222.639160
	Iteration 38Q: 3 clusters Score -865084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -865085.000000 Penalty: 4222.639160
	Iteration 39Q: 3 clusters Score -865085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -865084.812500 Penalty: 4222.639160
	Iteration 40F: 3 clusters Score -865084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -865085.937500 Penalty: 4222.639160
	Iteration 41Q: 3 clusters Score -865085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -865088.312500 Penalty: 4222.639160
	Iteration 42Q: 3 clusters Score -865088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -865088.875000 Penalty: 4222.639160
	Iteration 43Q: 3 clusters Score -865088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -865090.062500 Penalty: 4222.639160
	Iteration 44Q: 3 clusters Score -865090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -865090.875000 Penalty: 4222.639160
	Iteration 45Q: 3 clusters Score -865090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -865091.437500 Penalty: 4222.639160
	Iteration 46Q: 3 clusters Score -865091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -865089.750000 Penalty: 4222.639160
	Iteration 47Q: 3 clusters Score -865089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -865090.312500 Penalty: 4222.639160
	Iteration 48Q: 3 clusters Score -865090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -865092.062500 Penalty: 4222.639160
	Iteration 49Q: 3 clusters Score -865092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -865091.000000 Penalty: 4222.639160
	Iteration 50Q: 3 clusters Score -865091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -865091.000000 Penalty: 4222.639160
	Iteration 51F: 3 clusters Score -865091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Entering Unmasked Estep 
Score: -9005591.000000 Penalty: 2685.654785
	Iteration 0F: 2 clusters Score -9005591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -8974637.000000 Penalty: 5371.309570
	Iteration 0F: 3 clusters Score -8974637 nChanged 23271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -8987407.000000 Penalty: 5371.309570
	Iteration 1F: 3 clusters Score -8987407 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -8988004.000000 Penalty: 5371.309570
	Iteration 2Q: 3 clusters Score -8988004 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -8988615.000000 Penalty: 5371.309570
	Iteration 3Q: 3 clusters Score -8988615 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -8989306.000000 Penalty: 5371.309570
	Iteration 4Q: 3 clusters Score -8989306 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8990070.000000 Penalty: 5371.309570
	Iteration 5Q: 3 clusters Score -8990070 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8990965.000000 Penalty: 5371.309570
	Iteration 6Q: 3 clusters Score -8990965 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -8992033.000000 Penalty: 5371.309570
	Iteration 7Q: 3 clusters Score -8992033 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -8993385.000000 Penalty: 5371.309570
	Iteration 8F: 3 clusters Score -8993385 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -8995183.000000 Penalty: 5371.309570
	Iteration 9F: 3 clusters Score -8995183 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -8997337.000000 Penalty: 5371.309570
	Iteration 10F: 3 clusters Score -8997337 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -8999559.000000 Penalty: 5371.309570
	Iteration 11F: 3 clusters Score -8999559 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -9001422.000000 Penalty: 5371.309570
	Iteration 12Q: 3 clusters Score -9001422 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -9002746.000000 Penalty: 5371.309570
	Iteration 13Q: 3 clusters Score -9002746 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -9003619.000000 Penalty: 5371.309570
	Iteration 14Q: 3 clusters Score -9003619 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -9004127.000000 Penalty: 5371.309570
	Iteration 15Q: 3 clusters Score -9004127 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -9004434.000000 Penalty: 5371.309570
	Iteration 16Q: 3 clusters Score -9004434 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -9004671.000000 Penalty: 5371.309570
	Iteration 17Q: 3 clusters Score -9004671 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -9004760.000000 Penalty: 5371.309570
	Iteration 18Q: 3 clusters Score -9004760 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -9004817.000000 Penalty: 5371.309570
	Iteration 19Q: 3 clusters Score -9004817 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -9004845.000000 Penalty: 5371.309570
	Iteration 20F: 3 clusters Score -9004845 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -9004869.000000 Penalty: 5371.309570
	Iteration 21Q: 3 clusters Score -9004869 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -9004900.000000 Penalty: 5371.309570
	Iteration 22Q: 3 clusters Score -9004900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -9004955.000000 Penalty: 5371.309570
	Iteration 23Q: 3 clusters Score -9004955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -9004976.000000 Penalty: 5371.309570
	Iteration 24Q: 3 clusters Score -9004976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -9004980.000000 Penalty: 5371.309570
	Iteration 25Q: 3 clusters Score -9004980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -9005013.000000 Penalty: 5371.309570
	Iteration 26Q: 3 clusters Score -9005013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -9005009.000000 Penalty: 5371.309570
	Iteration 27Q: 3 clusters Score -9005009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -9005030.000000 Penalty: 5371.309570
	Iteration 28Q: 3 clusters Score -9005030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -9005034.000000 Penalty: 5371.309570
	Iteration 29Q: 3 clusters Score -9005034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -9005015.000000 Penalty: 5371.309570
	Iteration 30Q: 3 clusters Score -9005015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -9005014.000000 Penalty: 5371.309570
	Iteration 31Q: 3 clusters Score -9005014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -9004991.000000 Penalty: 5371.309570
	Iteration 32Q: 3 clusters Score -9004991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -9004986.000000 Penalty: 5371.309570
	Iteration 33Q: 3 clusters Score -9004986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -9005003.000000 Penalty: 5371.309570
	Iteration 34Q: 3 clusters Score -9005003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -9004997.000000 Penalty: 5371.309570
	Iteration 35Q: 3 clusters Score -9004997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9004988.000000 Penalty: 5371.309570
	Iteration 36Q: 3 clusters Score -9004988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -9004992.000000 Penalty: 5371.309570
	Iteration 37Q: 3 clusters Score -9004992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9005014.000000 Penalty: 5371.309570
	Iteration 38Q: 3 clusters Score -9005014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -9005013.000000 Penalty: 5371.309570
	Iteration 39Q: 3 clusters Score -9005013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -9005007.000000 Penalty: 5371.309570
	Iteration 40F: 3 clusters Score -9005007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -9005002.000000 Penalty: 5371.309570
	Iteration 41Q: 3 clusters Score -9005002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9005000.000000 Penalty: 5371.309570
	Iteration 42Q: 3 clusters Score -9005000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -9005001.000000 Penalty: 5371.309570
	Iteration 43Q: 3 clusters Score -9005001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -9005006.000000 Penalty: 5371.309570
	Iteration 44Q: 3 clusters Score -9005006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -9005001.000000 Penalty: 5371.309570
	Iteration 45Q: 3 clusters Score -9005001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -9005002.000000 Penalty: 5371.309570
	Iteration 46Q: 3 clusters Score -9005002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -9004998.000000 Penalty: 5371.309570
	Iteration 47Q: 3 clusters Score -9004998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -9004990.000000 Penalty: 5371.309570
	Iteration 48Q: 3 clusters Score -9004990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -9004995.000000 Penalty: 5371.309570
	Iteration 49Q: 3 clusters Score -9004995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -9005009.000000 Penalty: 5371.309570
	Iteration 50Q: 3 clusters Score -9005009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9005007.000000 Penalty: 5371.309570
	Iteration 51Q: 3 clusters Score -9005007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -9005009.000000 Penalty: 5371.309570
	Iteration 52Q: 3 clusters Score -9005009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9005001.000000 Penalty: 5371.309570
	Iteration 53Q: 3 clusters Score -9005001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -9005005.000000 Penalty: 5371.309570
	Iteration 54Q: 3 clusters Score -9005005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -9005002.000000 Penalty: 5371.309570
	Iteration 55Q: 3 clusters Score -9005002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -9004998.000000 Penalty: 5371.309570
	Iteration 56Q: 3 clusters Score -9004998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9004999.000000 Penalty: 5371.309570
	Iteration 57Q: 3 clusters Score -9004999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9005002.000000 Penalty: 5371.309570
	Iteration 58Q: 3 clusters Score -9005002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -9005005.000000 Penalty: 5371.309570
	Iteration 59Q: 3 clusters Score -9005005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -9005001.000000 Penalty: 5371.309570
	Iteration 60F: 3 clusters Score -9005001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -9005000.000000 Penalty: 5371.309570
	Iteration 61Q: 3 clusters Score -9005000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -9005002.000000 Penalty: 5371.309570
	Iteration 62Q: 3 clusters Score -9005002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9005003.000000 Penalty: 5371.309570
	Iteration 63Q: 3 clusters Score -9005003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -9004993.000000 Penalty: 5371.309570
	Iteration 64Q: 3 clusters Score -9004993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9004995.000000 Penalty: 5371.309570
	Iteration 65Q: 3 clusters Score -9004995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9004995.000000 Penalty: 5371.309570
	Iteration 66F: 3 clusters Score -9004995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -153745.593750 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -153745.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -151800.203125 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -151800.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152221.890625 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -152221.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -152438.437500 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -152438.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -152616.093750 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -152616.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -152707.203125 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -152707.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -152768.046875 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -152768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -152822.656250 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -152822.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -152886.140625 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -152886.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152965.625000 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -152965.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -153016.406250 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -153016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -153042.390625 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -153042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153060.265625 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -153060.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153072.859375 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -153072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153081.156250 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -153081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153088.703125 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -153088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153096.406250 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -153096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153100.546875 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -153100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153105.093750 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -153105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153105.093750 Penalty: 3445.222900
	Iteration 18F: 3 clusters Score -153105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42165 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 49718 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 47060 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 36874 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47411 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 20 contains 41872 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 50800 members 
Mstep: Class 23 contains 42293 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47020 members 
Mstep: Class 26 contains 20984 members 
Mstep: Class 27 contains 41563 members 
Mstep: Class 28 contains 42759 members 
Mstep: Class 29 contains 15548 members 
Mstep: Class 30 contains 50168 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12610 members 
Mstep: Class 34 contains 68477 members 
Mstep: Class 35 contains 43007 members 
Mstep: Class 36 contains 42204 members 
Mstep: Class 37 contains 4981 members 
Mstep: Class 38 contains 50476 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420944.000000 Penalty: 138191.531250
Iteration 159Q: 41 clusters Score -1.964209e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 42145 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 17336 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42159 members 
Mstep: Class 9 contains 8786 members 
Mstep: Class 10 contains 49719 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22578 members 
Mstep: Class 13 contains 47554 members 
Mstep: Class 14 contains 46949 members 
Mstep: Class 15 contains 36865 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47397 members 
Mstep: Class 18 contains 11773 members 
Mstep: Class 19 contains 45143 members 
Mstep: Class 20 contains 41869 members 
Mstep: Class 21 contains 16664 members 
Mstep: Class 22 contains 50785 members 
Mstep: Class 23 contains 42358 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 20975 members 
Mstep: Class 27 contains 41577 members 
Mstep: Class 28 contains 42749 members 
Mstep: Class 29 contains 16241 members 
Mstep: Class 30 contains 50123 members 
Mstep: Class 31 contains 23692 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 12626 members 
Mstep: Class 34 contains 68461 members 
Mstep: Class 35 contains 42922 members 
Mstep: Class 36 contains 42455 members 
Mstep: Class 37 contains 4967 members 
Mstep: Class 38 contains 50417 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 42336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421120.000000 Penalty: 138191.531250
Iteration 160F: 41 clusters Score -1.964211e+08 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 42129 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 17335 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42153 members 
Mstep: Class 9 contains 8778 members 
Mstep: Class 10 contains 49712 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22582 members 
Mstep: Class 13 contains 46789 members 
Mstep: Class 14 contains 46812 members 
Mstep: Class 15 contains 36882 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47406 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 44738 members 
Mstep: Class 20 contains 41874 members 
Mstep: Class 21 contains 16575 members 
Mstep: Class 22 contains 50767 members 
Mstep: Class 23 contains 42428 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47113 members 
Mstep: Class 26 contains 20962 members 
Mstep: Class 27 contains 41608 members 
Mstep: Class 28 contains 42748 members 
Mstep: Class 29 contains 16639 members 
Mstep: Class 30 contains 50046 members 
Mstep: Class 31 contains 23695 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 12638 members 
Mstep: Class 34 contains 68437 members 
Mstep: Class 35 contains 42787 members 
Mstep: Class 36 contains 42677 members 
Mstep: Class 37 contains 4946 members 
Mstep: Class 38 contains 50351 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 43286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421536.000000 Penalty: 138191.531250
Iteration 161Q: 41 clusters Score -1.964215e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 42088 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 17335 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42139 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 49712 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 46014 members 
Mstep: Class 14 contains 46669 members 
Mstep: Class 15 contains 36884 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47392 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 44360 members 
Mstep: Class 20 contains 41892 members 
Mstep: Class 21 contains 16541 members 
Mstep: Class 22 contains 50741 members 
Mstep: Class 23 contains 42522 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47205 members 
Mstep: Class 26 contains 20952 members 
Mstep: Class 27 contains 41626 members 
Mstep: Class 28 contains 42743 members 
Mstep: Class 29 contains 16996 members 
Mstep: Class 30 contains 50006 members 
Mstep: Class 31 contains 23700 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 12656 members 
Mstep: Class 34 contains 68433 members 
Mstep: Class 35 contains 42664 members 
Mstep: Class 36 contains 42908 members 
Mstep: Class 37 contains 4931 members 
Mstep: Class 38 contains 50289 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 44124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422336.000000 Penalty: 138191.531250
Iteration 162Q: 41 clusters Score -1.964223e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 42087 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14185 members 
Mstep: Class 5 contains 17335 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42098 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 49707 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 22591 members 
Mstep: Class 13 contains 45129 members 
Mstep: Class 14 contains 46497 members 
Mstep: Class 15 contains 36871 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47375 members 
Mstep: Class 18 contains 11774 members 
Mstep: Class 19 contains 43992 members 
Mstep: Class 20 contains 41920 members 
Mstep: Class 21 contains 16513 members 
Mstep: Class 22 contains 50709 members 
Mstep: Class 23 contains 42602 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47289 members 
Mstep: Class 26 contains 20933 members 
Mstep: Class 27 contains 41644 members 
Mstep: Class 28 contains 42728 members 
Mstep: Class 29 contains 17406 members 
Mstep: Class 30 contains 49968 members 
Mstep: Class 31 contains 23705 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 12666 members 
Mstep: Class 34 contains 68446 members 
Mstep: Class 35 contains 42556 members 
Mstep: Class 36 contains 43171 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 50243 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 44985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423072.000000 Penalty: 138191.531250
Iteration 163Q: 41 clusters Score -1.964231e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 42067 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 14186 members 
Mstep: Class 5 contains 17319 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42098 members 
Mstep: Class 9 contains 8769 members 
Mstep: Class 10 contains 49695 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 22605 members 
Mstep: Class 13 contains 44278 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 36874 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47366 members 
Mstep: Class 18 contains 11776 members 
Mstep: Class 19 contains 43602 members 
Mstep: Class 20 contains 41949 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 50686 members 
Mstep: Class 23 contains 42679 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47432 members 
Mstep: Class 26 contains 20932 members 
Mstep: Class 27 contains 41651 members 
Mstep: Class 28 contains 42711 members 
Mstep: Class 29 contains 17798 members 
Mstep: Class 30 contains 49924 members 
Mstep: Class 31 contains 23707 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 12685 members 
Mstep: Class 34 contains 68466 members 
Mstep: Class 35 contains 42459 members 
Mstep: Class 36 contains 43422 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 50178 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 45773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422560.000000 Penalty: 138191.531250
Iteration 164Q: 41 clusters Score -1.964226e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 42061 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 17317 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42101 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 49692 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 22613 members 
Mstep: Class 13 contains 43436 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 36875 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47381 members 
Mstep: Class 18 contains 11779 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 41980 members 
Mstep: Class 21 contains 16472 members 
Mstep: Class 22 contains 50653 members 
Mstep: Class 23 contains 42765 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47591 members 
Mstep: Class 26 contains 20914 members 
Mstep: Class 27 contains 41663 members 
Mstep: Class 28 contains 42690 members 
Mstep: Class 29 contains 18198 members 
Mstep: Class 30 contains 49902 members 
Mstep: Class 31 contains 23709 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 12691 members 
Mstep: Class 34 contains 68500 members 
Mstep: Class 35 contains 42344 members 
Mstep: Class 36 contains 43633 members 
Mstep: Class 37 contains 4892 members 
Mstep: Class 38 contains 50118 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 46517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422704.000000 Penalty: 138191.531250
Iteration 165Q: 41 clusters Score -1.964227e+08 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 42055 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 17321 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42104 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 49693 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 22619 members 
Mstep: Class 13 contains 42648 members 
Mstep: Class 14 contains 46014 members 
Mstep: Class 15 contains 36871 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47349 members 
Mstep: Class 18 contains 11783 members 
Mstep: Class 19 contains 42783 members 
Mstep: Class 20 contains 42052 members 
Mstep: Class 21 contains 16456 members 
Mstep: Class 22 contains 50619 members 
Mstep: Class 23 contains 42850 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47737 members 
Mstep: Class 26 contains 20899 members 
Mstep: Class 27 contains 41671 members 
Mstep: Class 28 contains 42675 members 
Mstep: Class 29 contains 18632 members 
Mstep: Class 30 contains 49848 members 
Mstep: Class 31 contains 23709 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 12703 members 
Mstep: Class 34 contains 68541 members 
Mstep: Class 35 contains 42244 members 
Mstep: Class 36 contains 43846 members 
Mstep: Class 37 contains 4884 members 
Mstep: Class 38 contains 50051 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 47167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422912.000000 Penalty: 138191.531250
Iteration 166Q: 41 clusters Score -1.964229e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 42047 members 
Mstep: Class 3 contains 2147 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 17320 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42103 members 
Mstep: Class 9 contains 8737 members 
Mstep: Class 10 contains 49693 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 22632 members 
Mstep: Class 13 contains 41878 members 
Mstep: Class 14 contains 45859 members 
Mstep: Class 15 contains 36867 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47333 members 
Mstep: Class 18 contains 11791 members 
Mstep: Class 19 contains 42360 members 
Mstep: Class 20 contains 42150 members 
Mstep: Class 21 contains 16450 members 
Mstep: Class 22 contains 50592 members 
Mstep: Class 23 contains 42893 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47893 members 
Mstep: Class 26 contains 20899 members 
Mstep: Class 27 contains 41695 members 
Mstep: Class 28 contains 42649 members 
Mstep: Class 29 contains 19061 members 
Mstep: Class 30 contains 49818 members 
Mstep: Class 31 contains 23712 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 12709 members 
Mstep: Class 34 contains 68590 members 
Mstep: Class 35 contains 42159 members 
Mstep: Class 36 contains 44059 members 
Mstep: Class 37 contains 4879 members 
Mstep: Class 38 contains 49969 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 47762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422544.000000 Penalty: 138191.531250
Iteration 167Q: 41 clusters Score -1.964225e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 42024 members 
Mstep: Class 3 contains 2147 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 17317 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42107 members 
Mstep: Class 9 contains 8722 members 
Mstep: Class 10 contains 49682 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 13 contains 41142 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 36849 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47370 members 
Mstep: Class 18 contains 11796 members 
Mstep: Class 19 contains 41945 members 
Mstep: Class 20 contains 42212 members 
Mstep: Class 21 contains 16448 members 
Mstep: Class 22 contains 50558 members 
Mstep: Class 23 contains 42918 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48032 members 
Mstep: Class 26 contains 20890 members 
Mstep: Class 27 contains 41713 members 
Mstep: Class 28 contains 42648 members 
Mstep: Class 29 contains 19571 members 
Mstep: Class 30 contains 49791 members 
Mstep: Class 31 contains 23718 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 12720 members 
Mstep: Class 34 contains 68638 members 
Mstep: Class 35 contains 42079 members 
Mstep: Class 36 contains 44274 members 
Mstep: Class 37 contains 4881 members 
Mstep: Class 38 contains 49889 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422032.000000 Penalty: 138191.531250
Iteration 168Q: 41 clusters Score -1.96422e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 42016 members 
Mstep: Class 3 contains 2147 members 
Mstep: Class 4 contains 14184 members 
Mstep: Class 5 contains 17317 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42107 members 
Mstep: Class 9 contains 8709 members 
Mstep: Class 10 contains 49680 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22664 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 45495 members 
Mstep: Class 15 contains 36841 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 47410 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 41563 members 
Mstep: Class 20 contains 42254 members 
Mstep: Class 21 contains 16447 members 
Mstep: Class 22 contains 50523 members 
Mstep: Class 23 contains 42951 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48115 members 
Mstep: Class 26 contains 20869 members 
Mstep: Class 27 contains 41754 members 
Mstep: Class 28 contains 42646 members 
Mstep: Class 29 contains 20136 members 
Mstep: Class 30 contains 49718 members 
Mstep: Class 31 contains 23722 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 12735 members 
Mstep: Class 34 contains 68686 members 
Mstep: Class 35 contains 42020 members 
Mstep: Class 36 contains 44486 members 
Mstep: Class 37 contains 4887 members 
Mstep: Class 38 contains 49826 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421680.000000 Penalty: 138191.531250
Iteration 169Q: 41 clusters Score -1.964217e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 42009 members 
Mstep: Class 3 contains 2147 members 
Mstep: Class 4 contains 14182 members 
Mstep: Class 5 contains 17319 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42080 members 
Mstep: Class 9 contains 8698 members 
Mstep: Class 10 contains 49689 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 22676 members 
Mstep: Class 13 contains 39895 members 
Mstep: Class 14 contains 45324 members 
Mstep: Class 15 contains 36841 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 47440 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 41228 members 
Mstep: Class 20 contains 42299 members 
Mstep: Class 21 contains 16453 members 
Mstep: Class 22 contains 50468 members 
Mstep: Class 23 contains 43007 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48125 members 
Mstep: Class 26 contains 20857 members 
Mstep: Class 27 contains 41809 members 
Mstep: Class 28 contains 42658 members 
Mstep: Class 29 contains 20733 members 
Mstep: Class 30 contains 49641 members 
Mstep: Class 31 contains 23728 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 12744 members 
Mstep: Class 34 contains 68710 members 
Mstep: Class 35 contains 41965 members 
Mstep: Class 36 contains 44701 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 49735 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421712.000000 Penalty: 138191.531250
Iteration 170Q: 41 clusters Score -1.964217e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 41998 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 14183 members 
Mstep: Class 5 contains 17310 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42066 members 
Mstep: Class 9 contains 8684 members 
Mstep: Class 10 contains 49686 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 13 contains 39409 members 
Mstep: Class 14 contains 45123 members 
Mstep: Class 15 contains 36844 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 47452 members 
Mstep: Class 18 contains 11798 members 
Mstep: Class 19 contains 40923 members 
Mstep: Class 20 contains 42333 members 
Mstep: Class 21 contains 16464 members 
Mstep: Class 22 contains 50434 members 
Mstep: Class 23 contains 43073 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48125 members 
Mstep: Class 26 contains 20845 members 
Mstep: Class 27 contains 41861 members 
Mstep: Class 28 contains 42662 members 
Mstep: Class 29 contains 21335 members 
Mstep: Class 30 contains 49578 members 
Mstep: Class 31 contains 23734 members 
Mstep: Class 32 contains 1297 members 
Mstep: Class 33 contains 12762 members 
Mstep: Class 34 contains 68766 members 
Mstep: Class 35 contains 41920 members 
Mstep: Class 36 contains 44894 members 
Mstep: Class 37 contains 4894 members 
Mstep: Class 38 contains 49647 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421984.000000 Penalty: 138191.531250
Iteration 171Q: 41 clusters Score -1.96422e+08 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 42011 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 14176 members 
Mstep: Class 5 contains 17309 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42041 members 
Mstep: Class 9 contains 8672 members 
Mstep: Class 10 contains 49690 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22704 members 
Mstep: Class 13 contains 38987 members 
Mstep: Class 14 contains 44928 members 
Mstep: Class 15 contains 36828 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 47463 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 40657 members 
Mstep: Class 20 contains 42344 members 
Mstep: Class 21 contains 16447 members 
Mstep: Class 22 contains 50398 members 
Mstep: Class 23 contains 43147 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48134 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 41911 members 
Mstep: Class 28 contains 42657 members 
Mstep: Class 29 contains 21914 members 
Mstep: Class 30 contains 49507 members 
Mstep: Class 31 contains 23739 members 
Mstep: Class 32 contains 1296 members 
Mstep: Class 33 contains 12772 members 
Mstep: Class 34 contains 68800 members 
Mstep: Class 35 contains 41866 members 
Mstep: Class 36 contains 45079 members 
Mstep: Class 37 contains 4896 members 
Mstep: Class 38 contains 49555 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422096.000000 Penalty: 138191.531250
Iteration 172Q: 41 clusters Score -1.964221e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 42016 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 17304 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 42039 members 
Mstep: Class 9 contains 8661 members 
Mstep: Class 10 contains 49688 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22732 members 
Mstep: Class 13 contains 38601 members 
Mstep: Class 14 contains 44705 members 
Mstep: Class 15 contains 36840 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47475 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 40399 members 
Mstep: Class 20 contains 42344 members 
Mstep: Class 21 contains 16444 members 
Mstep: Class 22 contains 50372 members 
Mstep: Class 23 contains 43260 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48145 members 
Mstep: Class 26 contains 20852 members 
Mstep: Class 27 contains 41934 members 
Mstep: Class 28 contains 42651 members 
Mstep: Class 29 contains 22476 members 
Mstep: Class 30 contains 49474 members 
Mstep: Class 31 contains 23744 members 
Mstep: Class 32 contains 1295 members 
Mstep: Class 33 contains 12786 members 
Mstep: Class 34 contains 68846 members 
Mstep: Class 35 contains 41808 members 
Mstep: Class 36 contains 45238 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 49437 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422032.000000 Penalty: 138191.531250
Iteration 173Q: 41 clusters Score -1.96422e+08 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 42020 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 14164 members 
Mstep: Class 5 contains 17296 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41999 members 
Mstep: Class 9 contains 8650 members 
Mstep: Class 10 contains 49664 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22746 members 
Mstep: Class 13 contains 38202 members 
Mstep: Class 14 contains 44509 members 
Mstep: Class 15 contains 36868 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47497 members 
Mstep: Class 18 contains 11810 members 
Mstep: Class 19 contains 40168 members 
Mstep: Class 20 contains 42386 members 
Mstep: Class 21 contains 16450 members 
Mstep: Class 22 contains 50358 members 
Mstep: Class 23 contains 43379 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48117 members 
Mstep: Class 26 contains 20845 members 
Mstep: Class 27 contains 41976 members 
Mstep: Class 28 contains 42643 members 
Mstep: Class 29 contains 23102 members 
Mstep: Class 30 contains 49436 members 
Mstep: Class 31 contains 23748 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12801 members 
Mstep: Class 34 contains 68876 members 
Mstep: Class 35 contains 41760 members 
Mstep: Class 36 contains 45343 members 
Mstep: Class 37 contains 4904 members 
Mstep: Class 38 contains 49330 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422112.000000 Penalty: 138191.531250
Iteration 174Q: 41 clusters Score -1.964221e+08 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 42017 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 14153 members 
Mstep: Class 5 contains 17295 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41980 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 49654 members 
Mstep: Class 11 contains 10541 members 
Mstep: Class 12 contains 22776 members 
Mstep: Class 13 contains 37862 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 36883 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47483 members 
Mstep: Class 18 contains 11812 members 
Mstep: Class 19 contains 40001 members 
Mstep: Class 20 contains 42417 members 
Mstep: Class 21 contains 16409 members 
Mstep: Class 22 contains 50353 members 
Mstep: Class 23 contains 43513 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48060 members 
Mstep: Class 26 contains 20838 members 
Mstep: Class 27 contains 42018 members 
Mstep: Class 28 contains 42639 members 
Mstep: Class 29 contains 23743 members 
Mstep: Class 30 contains 49418 members 
Mstep: Class 31 contains 23749 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12818 members 
Mstep: Class 34 contains 68904 members 
Mstep: Class 35 contains 41715 members 
Mstep: Class 36 contains 45418 members 
Mstep: Class 37 contains 4909 members 
Mstep: Class 38 contains 49205 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422320.000000 Penalty: 138191.531250
Iteration 175Q: 41 clusters Score -1.964223e+08 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 42001 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14144 members 
Mstep: Class 5 contains 17284 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41970 members 
Mstep: Class 9 contains 8621 members 
Mstep: Class 10 contains 49646 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 22807 members 
Mstep: Class 13 contains 37573 members 
Mstep: Class 14 contains 44254 members 
Mstep: Class 15 contains 36889 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47484 members 
Mstep: Class 18 contains 11819 members 
Mstep: Class 19 contains 39867 members 
Mstep: Class 20 contains 42439 members 
Mstep: Class 21 contains 16372 members 
Mstep: Class 22 contains 50334 members 
Mstep: Class 23 contains 43622 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 48003 members 
Mstep: Class 26 contains 20834 members 
Mstep: Class 27 contains 42072 members 
Mstep: Class 28 contains 42627 members 
Mstep: Class 29 contains 24409 members 
Mstep: Class 30 contains 49413 members 
Mstep: Class 31 contains 23749 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12834 members 
Mstep: Class 34 contains 68961 members 
Mstep: Class 35 contains 41663 members 
Mstep: Class 36 contains 45447 members 
Mstep: Class 37 contains 4908 members 
Mstep: Class 38 contains 49088 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422064.000000 Penalty: 138191.531250
Iteration 176Q: 41 clusters Score -1.964221e+08 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 41982 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14133 members 
Mstep: Class 5 contains 17282 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41963 members 
Mstep: Class 9 contains 8603 members 
Mstep: Class 10 contains 49648 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22826 members 
Mstep: Class 13 contains 37332 members 
Mstep: Class 14 contains 44139 members 
Mstep: Class 15 contains 36888 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 11823 members 
Mstep: Class 19 contains 39731 members 
Mstep: Class 20 contains 42446 members 
Mstep: Class 21 contains 16350 members 
Mstep: Class 22 contains 50315 members 
Mstep: Class 23 contains 43764 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47937 members 
Mstep: Class 26 contains 20830 members 
Mstep: Class 27 contains 42115 members 
Mstep: Class 28 contains 42610 members 
Mstep: Class 29 contains 25112 members 
Mstep: Class 30 contains 49395 members 
Mstep: Class 31 contains 23754 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12856 members 
Mstep: Class 34 contains 68979 members 
Mstep: Class 35 contains 41620 members 
Mstep: Class 36 contains 45499 members 
Mstep: Class 37 contains 4907 members 
Mstep: Class 38 contains 48964 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422096.000000 Penalty: 138191.531250
Iteration 177Q: 41 clusters Score -1.964221e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 41955 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14127 members 
Mstep: Class 5 contains 17280 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41970 members 
Mstep: Class 9 contains 8578 members 
Mstep: Class 10 contains 49647 members 
Mstep: Class 11 contains 10553 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 37110 members 
Mstep: Class 14 contains 44009 members 
Mstep: Class 15 contains 36899 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47544 members 
Mstep: Class 18 contains 11832 members 
Mstep: Class 19 contains 39574 members 
Mstep: Class 20 contains 42500 members 
Mstep: Class 21 contains 16334 members 
Mstep: Class 22 contains 50284 members 
Mstep: Class 23 contains 43935 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47897 members 
Mstep: Class 26 contains 20812 members 
Mstep: Class 27 contains 42138 members 
Mstep: Class 28 contains 42578 members 
Mstep: Class 29 contains 25818 members 
Mstep: Class 30 contains 49386 members 
Mstep: Class 31 contains 23755 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12854 members 
Mstep: Class 34 contains 69004 members 
Mstep: Class 35 contains 41579 members 
Mstep: Class 36 contains 45508 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 48839 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422304.000000 Penalty: 138191.531250
Iteration 178Q: 41 clusters Score -1.964223e+08 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 41936 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 17274 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41960 members 
Mstep: Class 9 contains 8546 members 
Mstep: Class 10 contains 49652 members 
Mstep: Class 11 contains 10554 members 
Mstep: Class 12 contains 22855 members 
Mstep: Class 13 contains 36910 members 
Mstep: Class 14 contains 43872 members 
Mstep: Class 15 contains 36888 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47564 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 39437 members 
Mstep: Class 20 contains 42556 members 
Mstep: Class 21 contains 16322 members 
Mstep: Class 22 contains 50248 members 
Mstep: Class 23 contains 44117 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47872 members 
Mstep: Class 26 contains 20781 members 
Mstep: Class 27 contains 42153 members 
Mstep: Class 28 contains 42546 members 
Mstep: Class 29 contains 26527 members 
Mstep: Class 30 contains 49468 members 
Mstep: Class 31 contains 23752 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12868 members 
Mstep: Class 34 contains 69030 members 
Mstep: Class 35 contains 41518 members 
Mstep: Class 36 contains 45504 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 48686 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422480.000000 Penalty: 138191.531250
Iteration 179Q: 41 clusters Score -1.964225e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 41904 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 17273 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41957 members 
Mstep: Class 9 contains 8521 members 
Mstep: Class 10 contains 49646 members 
Mstep: Class 11 contains 10554 members 
Mstep: Class 12 contains 22864 members 
Mstep: Class 13 contains 36739 members 
Mstep: Class 14 contains 43737 members 
Mstep: Class 15 contains 36887 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47574 members 
Mstep: Class 18 contains 11839 members 
Mstep: Class 19 contains 39362 members 
Mstep: Class 20 contains 42558 members 
Mstep: Class 21 contains 16298 members 
Mstep: Class 22 contains 50209 members 
Mstep: Class 23 contains 44298 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47830 members 
Mstep: Class 26 contains 20769 members 
Mstep: Class 27 contains 42193 members 
Mstep: Class 28 contains 42525 members 
Mstep: Class 29 contains 27195 members 
Mstep: Class 30 contains 49525 members 
Mstep: Class 31 contains 23753 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 69051 members 
Mstep: Class 35 contains 41459 members 
Mstep: Class 36 contains 45551 members 
Mstep: Class 37 contains 4894 members 
Mstep: Class 38 contains 48518 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422192.000000 Penalty: 138191.531250
Iteration 180F: 41 clusters Score -1.964222e+08 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 41865 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 17269 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41966 members 
Mstep: Class 9 contains 8503 members 
Mstep: Class 10 contains 49635 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22886 members 
Mstep: Class 13 contains 36558 members 
Mstep: Class 14 contains 43632 members 
Mstep: Class 15 contains 36877 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47593 members 
Mstep: Class 18 contains 11842 members 
Mstep: Class 19 contains 39264 members 
Mstep: Class 20 contains 42569 members 
Mstep: Class 21 contains 16282 members 
Mstep: Class 22 contains 50167 members 
Mstep: Class 23 contains 44508 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47774 members 
Mstep: Class 26 contains 20753 members 
Mstep: Class 27 contains 42228 members 
Mstep: Class 28 contains 42502 members 
Mstep: Class 29 contains 27902 members 
Mstep: Class 30 contains 49545 members 
Mstep: Class 31 contains 23755 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12919 members 
Mstep: Class 34 contains 69064 members 
Mstep: Class 35 contains 41404 members 
Mstep: Class 36 contains 45538 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 48363 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422224.000000 Penalty: 138191.531250
Iteration 181Q: 41 clusters Score -1.964222e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 41816 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14124 members 
Mstep: Class 5 contains 17264 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41959 members 
Mstep: Class 9 contains 8481 members 
Mstep: Class 10 contains 49622 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 22881 members 
Mstep: Class 13 contains 36417 members 
Mstep: Class 14 contains 43549 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47600 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 39167 members 
Mstep: Class 20 contains 42590 members 
Mstep: Class 21 contains 16264 members 
Mstep: Class 22 contains 50135 members 
Mstep: Class 23 contains 44743 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47730 members 
Mstep: Class 26 contains 20730 members 
Mstep: Class 27 contains 42267 members 
Mstep: Class 28 contains 42476 members 
Mstep: Class 29 contains 28632 members 
Mstep: Class 30 contains 49592 members 
Mstep: Class 31 contains 23758 members 
Mstep: Class 32 contains 1294 members 
Mstep: Class 33 contains 12948 members 
Mstep: Class 34 contains 69056 members 
Mstep: Class 35 contains 41351 members 
Mstep: Class 36 contains 45527 members 
Mstep: Class 37 contains 4888 members 
Mstep: Class 38 contains 48203 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 47923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422096.000000 Penalty: 138191.531250
Iteration 182Q: 41 clusters Score -1.964221e+08 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 41772 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 17264 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41944 members 
Mstep: Class 9 contains 8464 members 
Mstep: Class 10 contains 49615 members 
Mstep: Class 11 contains 10541 members 
Mstep: Class 12 contains 22897 members 
Mstep: Class 13 contains 36277 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 36893 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 11849 members 
Mstep: Class 19 contains 39147 members 
Mstep: Class 20 contains 42591 members 
Mstep: Class 21 contains 16248 members 
Mstep: Class 22 contains 50093 members 
Mstep: Class 23 contains 45022 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47665 members 
Mstep: Class 26 contains 20711 members 
Mstep: Class 27 contains 42270 members 
Mstep: Class 28 contains 42443 members 
Mstep: Class 29 contains 29347 members 
Mstep: Class 30 contains 49623 members 
Mstep: Class 31 contains 23760 members 
Mstep: Class 32 contains 1293 members 
Mstep: Class 33 contains 12992 members 
Mstep: Class 34 contains 69022 members 
Mstep: Class 35 contains 41296 members 
Mstep: Class 36 contains 45499 members 
Mstep: Class 37 contains 4887 members 
Mstep: Class 38 contains 48021 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 47557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422736.000000 Penalty: 138191.531250
Iteration 183Q: 41 clusters Score -1.964227e+08 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 41722 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 17255 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41911 members 
Mstep: Class 9 contains 8435 members 
Mstep: Class 10 contains 49616 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22897 members 
Mstep: Class 13 contains 36182 members 
Mstep: Class 14 contains 43440 members 
Mstep: Class 15 contains 36884 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 47663 members 
Mstep: Class 18 contains 11851 members 
Mstep: Class 19 contains 39178 members 
Mstep: Class 20 contains 42567 members 
Mstep: Class 21 contains 16228 members 
Mstep: Class 22 contains 50087 members 
Mstep: Class 23 contains 45315 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47612 members 
Mstep: Class 26 contains 20702 members 
Mstep: Class 27 contains 42243 members 
Mstep: Class 28 contains 42412 members 
Mstep: Class 29 contains 29964 members 
Mstep: Class 30 contains 49608 members 
Mstep: Class 31 contains 23759 members 
Mstep: Class 32 contains 1293 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 68975 members 
Mstep: Class 35 contains 41249 members 
Mstep: Class 36 contains 45485 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 47866 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 47201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422976.000000 Penalty: 138191.531250
Iteration 184Q: 41 clusters Score -1.96423e+08 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 41706 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14109 members 
Mstep: Class 5 contains 17237 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41872 members 
Mstep: Class 9 contains 8404 members 
Mstep: Class 10 contains 49621 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22889 members 
Mstep: Class 13 contains 36095 members 
Mstep: Class 14 contains 43434 members 
Mstep: Class 15 contains 36873 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 47692 members 
Mstep: Class 18 contains 11854 members 
Mstep: Class 19 contains 39214 members 
Mstep: Class 20 contains 42559 members 
Mstep: Class 21 contains 16202 members 
Mstep: Class 22 contains 50057 members 
Mstep: Class 23 contains 45592 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47595 members 
Mstep: Class 26 contains 20695 members 
Mstep: Class 27 contains 42224 members 
Mstep: Class 28 contains 42391 members 
Mstep: Class 29 contains 30582 members 
Mstep: Class 30 contains 49569 members 
Mstep: Class 31 contains 23755 members 
Mstep: Class 32 contains 1293 members 
Mstep: Class 33 contains 13084 members 
Mstep: Class 34 contains 68927 members 
Mstep: Class 35 contains 41199 members 
Mstep: Class 36 contains 45465 members 
Mstep: Class 37 contains 4867 members 
Mstep: Class 38 contains 47712 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423792.000000 Penalty: 138191.531250
Iteration 185Q: 41 clusters Score -1.964238e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 41693 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14111 members 
Mstep: Class 5 contains 17231 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41843 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 49629 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 35997 members 
Mstep: Class 14 contains 43381 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47724 members 
Mstep: Class 18 contains 11856 members 
Mstep: Class 19 contains 39261 members 
Mstep: Class 20 contains 42527 members 
Mstep: Class 21 contains 16177 members 
Mstep: Class 22 contains 50007 members 
Mstep: Class 23 contains 45883 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47529 members 
Mstep: Class 26 contains 20673 members 
Mstep: Class 27 contains 42234 members 
Mstep: Class 28 contains 42375 members 
Mstep: Class 29 contains 31237 members 
Mstep: Class 30 contains 49519 members 
Mstep: Class 31 contains 23753 members 
Mstep: Class 32 contains 1291 members 
Mstep: Class 33 contains 13128 members 
Mstep: Class 34 contains 68911 members 
Mstep: Class 35 contains 41133 members 
Mstep: Class 36 contains 45479 members 
Mstep: Class 37 contains 4865 members 
Mstep: Class 38 contains 47585 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423456.000000 Penalty: 138191.531250
Iteration 186Q: 41 clusters Score -1.964235e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 41693 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 17223 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41786 members 
Mstep: Class 9 contains 8351 members 
Mstep: Class 10 contains 49633 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 35896 members 
Mstep: Class 14 contains 43364 members 
Mstep: Class 15 contains 36832 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47737 members 
Mstep: Class 18 contains 11853 members 
Mstep: Class 19 contains 39325 members 
Mstep: Class 20 contains 42496 members 
Mstep: Class 21 contains 16168 members 
Mstep: Class 22 contains 49981 members 
Mstep: Class 23 contains 46161 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47480 members 
Mstep: Class 26 contains 20662 members 
Mstep: Class 27 contains 42218 members 
Mstep: Class 28 contains 42364 members 
Mstep: Class 29 contains 31842 members 
Mstep: Class 30 contains 49477 members 
Mstep: Class 31 contains 23757 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 13179 members 
Mstep: Class 34 contains 68889 members 
Mstep: Class 35 contains 41076 members 
Mstep: Class 36 contains 45452 members 
Mstep: Class 37 contains 4861 members 
Mstep: Class 38 contains 47467 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424096.000000 Penalty: 138191.531250
Iteration 187Q: 41 clusters Score -1.964241e+08 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 41700 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14100 members 
Mstep: Class 5 contains 17213 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41730 members 
Mstep: Class 9 contains 8335 members 
Mstep: Class 10 contains 49638 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 35815 members 
Mstep: Class 14 contains 43339 members 
Mstep: Class 15 contains 36803 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 47753 members 
Mstep: Class 18 contains 11856 members 
Mstep: Class 19 contains 39375 members 
Mstep: Class 20 contains 42466 members 
Mstep: Class 21 contains 16154 members 
Mstep: Class 22 contains 49980 members 
Mstep: Class 23 contains 46408 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47455 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 42238 members 
Mstep: Class 28 contains 42343 members 
Mstep: Class 29 contains 32442 members 
Mstep: Class 30 contains 49404 members 
Mstep: Class 31 contains 23761 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 13226 members 
Mstep: Class 34 contains 68876 members 
Mstep: Class 35 contains 41051 members 
Mstep: Class 36 contains 45411 members 
Mstep: Class 37 contains 4865 members 
Mstep: Class 38 contains 47327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 45639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423920.000000 Penalty: 138191.531250
Iteration 188Q: 41 clusters Score -1.964239e+08 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 41684 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14099 members 
Mstep: Class 5 contains 17199 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41685 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 49636 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 35725 members 
Mstep: Class 14 contains 43327 members 
Mstep: Class 15 contains 36760 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 47818 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 39461 members 
Mstep: Class 20 contains 42435 members 
Mstep: Class 21 contains 16126 members 
Mstep: Class 22 contains 49939 members 
Mstep: Class 23 contains 46667 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47402 members 
Mstep: Class 26 contains 20638 members 
Mstep: Class 27 contains 42243 members 
Mstep: Class 28 contains 42330 members 
Mstep: Class 29 contains 33047 members 
Mstep: Class 30 contains 49302 members 
Mstep: Class 31 contains 23769 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 13280 members 
Mstep: Class 34 contains 68912 members 
Mstep: Class 35 contains 41025 members 
Mstep: Class 36 contains 45342 members 
Mstep: Class 37 contains 4860 members 
Mstep: Class 38 contains 47220 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 45230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424800.000000 Penalty: 138191.531250
Iteration 189Q: 41 clusters Score -1.964248e+08 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 41641 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14100 members 
Mstep: Class 5 contains 17194 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 41651 members 
Mstep: Class 9 contains 8280 members 
Mstep: Class 10 contains 49640 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22836 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 43317 members 
Mstep: Class 15 contains 36740 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 47915 members 
Mstep: Class 18 contains 11856 members 
Mstep: Class 19 contains 39572 members 
Mstep: Class 20 contains 42429 members 
Mstep: Class 21 contains 16103 members 
Mstep: Class 22 contains 49905 members 
Mstep: Class 23 contains 46918 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47328 members 
Mstep: Class 26 contains 20628 members 
Mstep: Class 27 contains 42219 members 
Mstep: Class 28 contains 42314 members 
Mstep: Class 29 contains 33612 members 
Mstep: Class 30 contains 49173 members 
Mstep: Class 31 contains 23774 members 
Mstep: Class 32 contains 1288 members 
Mstep: Class 33 contains 13327 members 
Mstep: Class 34 contains 68923 members 
Mstep: Class 35 contains 41009 members 
Mstep: Class 36 contains 45267 members 
Mstep: Class 37 contains 4856 members 
Mstep: Class 38 contains 47127 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 44844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425360.000000 Penalty: 138191.531250
Iteration 190Q: 41 clusters Score -1.964254e+08 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 41612 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14097 members 
Mstep: Class 5 contains 17177 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41586 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 49635 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 22822 members 
Mstep: Class 13 contains 35564 members 
Mstep: Class 14 contains 43284 members 
Mstep: Class 15 contains 36714 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 47971 members 
Mstep: Class 18 contains 11857 members 
Mstep: Class 19 contains 39686 members 
Mstep: Class 20 contains 42434 members 
Mstep: Class 21 contains 16075 members 
Mstep: Class 22 contains 49896 members 
Mstep: Class 23 contains 47158 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47266 members 
Mstep: Class 26 contains 20610 members 
Mstep: Class 27 contains 42231 members 
Mstep: Class 28 contains 42299 members 
Mstep: Class 29 contains 34146 members 
Mstep: Class 30 contains 49065 members 
Mstep: Class 31 contains 23777 members 
Mstep: Class 32 contains 1289 members 
Mstep: Class 33 contains 13389 members 
Mstep: Class 34 contains 68942 members 
Mstep: Class 35 contains 40991 members 
Mstep: Class 36 contains 45184 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 47053 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 44466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426336.000000 Penalty: 138191.531250
Iteration 191Q: 41 clusters Score -1.964263e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 41584 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14091 members 
Mstep: Class 5 contains 17172 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41537 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 49633 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 22809 members 
Mstep: Class 13 contains 35498 members 
Mstep: Class 14 contains 43211 members 
Mstep: Class 15 contains 36704 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 48028 members 
Mstep: Class 18 contains 11854 members 
Mstep: Class 19 contains 39769 members 
Mstep: Class 20 contains 42462 members 
Mstep: Class 21 contains 16048 members 
Mstep: Class 22 contains 49883 members 
Mstep: Class 23 contains 47366 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47232 members 
Mstep: Class 26 contains 20603 members 
Mstep: Class 27 contains 42221 members 
Mstep: Class 28 contains 42281 members 
Mstep: Class 29 contains 34676 members 
Mstep: Class 30 contains 49021 members 
Mstep: Class 31 contains 23781 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 13450 members 
Mstep: Class 34 contains 68960 members 
Mstep: Class 35 contains 40940 members 
Mstep: Class 36 contains 45104 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 46942 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 44116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427264.000000 Penalty: 138191.531250
Iteration 192Q: 41 clusters Score -1.964273e+08 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 41545 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14087 members 
Mstep: Class 5 contains 17177 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41483 members 
Mstep: Class 9 contains 8205 members 
Mstep: Class 10 contains 49636 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 22811 members 
Mstep: Class 13 contains 35485 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 15 contains 36674 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 48086 members 
Mstep: Class 18 contains 11855 members 
Mstep: Class 19 contains 39866 members 
Mstep: Class 20 contains 42474 members 
Mstep: Class 21 contains 16032 members 
Mstep: Class 22 contains 49842 members 
Mstep: Class 23 contains 47538 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47218 members 
Mstep: Class 26 contains 20580 members 
Mstep: Class 27 contains 42223 members 
Mstep: Class 28 contains 42261 members 
Mstep: Class 29 contains 35107 members 
Mstep: Class 30 contains 48945 members 
Mstep: Class 31 contains 23784 members 
Mstep: Class 32 contains 1288 members 
Mstep: Class 33 contains 13516 members 
Mstep: Class 34 contains 68938 members 
Mstep: Class 35 contains 40875 members 
Mstep: Class 36 contains 45140 members 
Mstep: Class 37 contains 4862 members 
Mstep: Class 38 contains 46845 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427104.000000 Penalty: 138191.531250
Iteration 193Q: 41 clusters Score -1.964271e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 41489 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14088 members 
Mstep: Class 5 contains 17185 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41419 members 
Mstep: Class 9 contains 8189 members 
Mstep: Class 10 contains 49637 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22804 members 
Mstep: Class 13 contains 35496 members 
Mstep: Class 14 contains 43115 members 
Mstep: Class 15 contains 36649 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 48134 members 
Mstep: Class 18 contains 11861 members 
Mstep: Class 19 contains 39965 members 
Mstep: Class 20 contains 42517 members 
Mstep: Class 21 contains 16014 members 
Mstep: Class 22 contains 49783 members 
Mstep: Class 23 contains 47738 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47190 members 
Mstep: Class 26 contains 20545 members 
Mstep: Class 27 contains 42195 members 
Mstep: Class 28 contains 42235 members 
Mstep: Class 29 contains 35546 members 
Mstep: Class 30 contains 48864 members 
Mstep: Class 31 contains 23784 members 
Mstep: Class 32 contains 1286 members 
Mstep: Class 33 contains 13578 members 
Mstep: Class 34 contains 68938 members 
Mstep: Class 35 contains 40804 members 
Mstep: Class 36 contains 45211 members 
Mstep: Class 37 contains 4857 members 
Mstep: Class 38 contains 46719 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427328.000000 Penalty: 138191.531250
Iteration 194Q: 41 clusters Score -1.964273e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 41451 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14085 members 
Mstep: Class 5 contains 17195 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41348 members 
Mstep: Class 9 contains 8170 members 
Mstep: Class 10 contains 49641 members 
Mstep: Class 11 contains 10501 members 
Mstep: Class 12 contains 22817 members 
Mstep: Class 13 contains 35520 members 
Mstep: Class 14 contains 43107 members 
Mstep: Class 15 contains 36623 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48173 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 40079 members 
Mstep: Class 20 contains 42501 members 
Mstep: Class 21 contains 16001 members 
Mstep: Class 22 contains 49754 members 
Mstep: Class 23 contains 47918 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47156 members 
Mstep: Class 26 contains 20522 members 
Mstep: Class 27 contains 42174 members 
Mstep: Class 28 contains 42199 members 
Mstep: Class 29 contains 35948 members 
Mstep: Class 30 contains 48811 members 
Mstep: Class 31 contains 23791 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 13645 members 
Mstep: Class 34 contains 68943 members 
Mstep: Class 35 contains 40744 members 
Mstep: Class 36 contains 45249 members 
Mstep: Class 37 contains 4857 members 
Mstep: Class 38 contains 46559 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427824.000000 Penalty: 138191.531250
Iteration 195Q: 41 clusters Score -1.964278e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 41403 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 17199 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41295 members 
Mstep: Class 9 contains 8147 members 
Mstep: Class 10 contains 49630 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22831 members 
Mstep: Class 13 contains 35565 members 
Mstep: Class 14 contains 43083 members 
Mstep: Class 15 contains 36624 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 48199 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 40178 members 
Mstep: Class 20 contains 42482 members 
Mstep: Class 21 contains 15981 members 
Mstep: Class 22 contains 49739 members 
Mstep: Class 23 contains 48111 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47088 members 
Mstep: Class 26 contains 20499 members 
Mstep: Class 27 contains 42165 members 
Mstep: Class 28 contains 42179 members 
Mstep: Class 29 contains 36310 members 
Mstep: Class 30 contains 48757 members 
Mstep: Class 31 contains 23798 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 13730 members 
Mstep: Class 34 contains 68933 members 
Mstep: Class 35 contains 40700 members 
Mstep: Class 36 contains 45311 members 
Mstep: Class 37 contains 4850 members 
Mstep: Class 38 contains 46416 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428320.000000 Penalty: 138191.531250
Iteration 196Q: 41 clusters Score -1.964283e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 41337 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14082 members 
Mstep: Class 5 contains 17194 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41244 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 49631 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22835 members 
Mstep: Class 13 contains 35606 members 
Mstep: Class 14 contains 43068 members 
Mstep: Class 15 contains 36607 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48204 members 
Mstep: Class 18 contains 11870 members 
Mstep: Class 19 contains 40296 members 
Mstep: Class 20 contains 42405 members 
Mstep: Class 21 contains 15966 members 
Mstep: Class 22 contains 49733 members 
Mstep: Class 23 contains 48331 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 47043 members 
Mstep: Class 26 contains 20478 members 
Mstep: Class 27 contains 42148 members 
Mstep: Class 28 contains 42162 members 
Mstep: Class 29 contains 36633 members 
Mstep: Class 30 contains 48715 members 
Mstep: Class 31 contains 23801 members 
Mstep: Class 32 contains 1276 members 
Mstep: Class 33 contains 13812 members 
Mstep: Class 34 contains 68919 members 
Mstep: Class 35 contains 40660 members 
Mstep: Class 36 contains 45387 members 
Mstep: Class 37 contains 4841 members 
Mstep: Class 38 contains 46271 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428688.000000 Penalty: 138191.531250
Iteration 197Q: 41 clusters Score -1.964287e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 41230 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 17194 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41190 members 
Mstep: Class 9 contains 8102 members 
Mstep: Class 10 contains 49635 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 35664 members 
Mstep: Class 14 contains 43067 members 
Mstep: Class 15 contains 36586 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48191 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 40411 members 
Mstep: Class 20 contains 42342 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 49734 members 
Mstep: Class 23 contains 48572 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46998 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 42087 members 
Mstep: Class 28 contains 42155 members 
Mstep: Class 29 contains 36967 members 
Mstep: Class 30 contains 48697 members 
Mstep: Class 31 contains 23810 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 13896 members 
Mstep: Class 34 contains 68908 members 
Mstep: Class 35 contains 40613 members 
Mstep: Class 36 contains 45506 members 
Mstep: Class 37 contains 4841 members 
Mstep: Class 38 contains 46111 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429168.000000 Penalty: 138191.531250
Iteration 198Q: 41 clusters Score -1.964292e+08 nChanged 3997
Entering ConstructFrom: 
Score: -196429168.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Entering Unmasked Estep 
Score: -2517077.000000 Penalty: 2370.410156
	Iteration 0F: 2 clusters Score -2517077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2506794.750000 Penalty: 4740.820312
	Iteration 0F: 3 clusters Score -2506795 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2509948.250000 Penalty: 4740.820312
	Iteration 1F: 3 clusters Score -2509948 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2510231.250000 Penalty: 4740.820312
	Iteration 2F: 3 clusters Score -2510231 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2510455.250000 Penalty: 4740.820312
	Iteration 3Q: 3 clusters Score -2510455 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2510684.500000 Penalty: 4740.820312
	Iteration 4Q: 3 clusters Score -2510684 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2510923.250000 Penalty: 4740.820312
	Iteration 5Q: 3 clusters Score -2510923 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2511131.750000 Penalty: 4740.820312
	Iteration 6Q: 3 clusters Score -2511132 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2511351.500000 Penalty: 4740.820312
	Iteration 7Q: 3 clusters Score -2511352 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2511581.000000 Penalty: 4740.820312
	Iteration 8Q: 3 clusters Score -2511581 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2511839.500000 Penalty: 4740.820312
	Iteration 9Q: 3 clusters Score -2511840 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2512139.000000 Penalty: 4740.820312
	Iteration 10Q: 3 clusters Score -2512139 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2512459.500000 Penalty: 4740.820312
	Iteration 11Q: 3 clusters Score -2512460 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2512806.500000 Penalty: 4740.820312
	Iteration 12Q: 3 clusters Score -2512806 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2513139.500000 Penalty: 4740.820312
	Iteration 13Q: 3 clusters Score -2513140 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2513507.000000 Penalty: 4740.820312
	Iteration 14Q: 3 clusters Score -2513507 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2513854.250000 Penalty: 4740.820312
	Iteration 15Q: 3 clusters Score -2513854 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2514171.000000 Penalty: 4740.820312
	Iteration 16Q: 3 clusters Score -2514171 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2514392.000000 Penalty: 4740.820312
	Iteration 17Q: 3 clusters Score -2514392 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2514538.000000 Penalty: 4740.820312
	Iteration 18Q: 3 clusters Score -2514538 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2514655.250000 Penalty: 4740.820312
	Iteration 19Q: 3 clusters Score -2514655 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2514736.500000 Penalty: 4740.820312
	Iteration 20F: 3 clusters Score -2514736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2514799.500000 Penalty: 4740.820312
	Iteration 21Q: 3 clusters Score -2514800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2514846.000000 Penalty: 4740.820312
	Iteration 22Q: 3 clusters Score -2514846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2514877.750000 Penalty: 4740.820312
	Iteration 23Q: 3 clusters Score -2514878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2514904.750000 Penalty: 4740.820312
	Iteration 24Q: 3 clusters Score -2514905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2514930.000000 Penalty: 4740.820312
	Iteration 25Q: 3 clusters Score -2514930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2514958.000000 Penalty: 4740.820312
	Iteration 26Q: 3 clusters Score -2514958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2514973.750000 Penalty: 4740.820312
	Iteration 27Q: 3 clusters Score -2514974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2514988.500000 Penalty: 4740.820312
	Iteration 28Q: 3 clusters Score -2514988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2515001.250000 Penalty: 4740.820312
	Iteration 29Q: 3 clusters Score -2515001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2515004.250000 Penalty: 4740.820312
	Iteration 30Q: 3 clusters Score -2515004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2515017.250000 Penalty: 4740.820312
	Iteration 31Q: 3 clusters Score -2515017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2515029.000000 Penalty: 4740.820312
	Iteration 32Q: 3 clusters Score -2515029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2515028.000000 Penalty: 4740.820312
	Iteration 33Q: 3 clusters Score -2515028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2515032.250000 Penalty: 4740.820312
	Iteration 34Q: 3 clusters Score -2515032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2515036.500000 Penalty: 4740.820312
	Iteration 35Q: 3 clusters Score -2515036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2515040.500000 Penalty: 4740.820312
	Iteration 36Q: 3 clusters Score -2515040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2515039.250000 Penalty: 4740.820312
	Iteration 37Q: 3 clusters Score -2515039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2515041.000000 Penalty: 4740.820312
	Iteration 38Q: 3 clusters Score -2515041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2515049.500000 Penalty: 4740.820312
	Iteration 39Q: 3 clusters Score -2515050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2515049.250000 Penalty: 4740.820312
	Iteration 40F: 3 clusters Score -2515049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2515047.000000 Penalty: 4740.820312
	Iteration 41Q: 3 clusters Score -2515047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2515045.750000 Penalty: 4740.820312
	Iteration 42Q: 3 clusters Score -2515046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2515049.500000 Penalty: 4740.820312
	Iteration 43Q: 3 clusters Score -2515050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2515049.000000 Penalty: 4740.820312
	Iteration 44Q: 3 clusters Score -2515049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2515050.000000 Penalty: 4740.820312
	Iteration 45Q: 3 clusters Score -2515050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2515055.000000 Penalty: 4740.820312
	Iteration 46Q: 3 clusters Score -2515055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2515054.500000 Penalty: 4740.820312
	Iteration 47Q: 3 clusters Score -2515054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2515054.000000 Penalty: 4740.820312
	Iteration 48Q: 3 clusters Score -2515054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2515053.000000 Penalty: 4740.820312
	Iteration 49Q: 3 clusters Score -2515053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2515053.000000 Penalty: 4740.820312
	Iteration 50F: 3 clusters Score -2515053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Entering Unmasked Estep 
Score: -7394443.500000 Penalty: 2634.874268
	Iteration 0F: 2 clusters Score -7394444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7366807.000000 Penalty: 5269.748535
	Iteration 0F: 3 clusters Score -7366807 nChanged 18749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -7377128.000000 Penalty: 5269.748535
	Iteration 1F: 3 clusters Score -7377128 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -7377501.500000 Penalty: 5269.748535
	Iteration 2Q: 3 clusters Score -7377502 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -7377811.500000 Penalty: 5269.748535
	Iteration 3Q: 3 clusters Score -7377812 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -7378104.000000 Penalty: 5269.748535
	Iteration 4Q: 3 clusters Score -7378104 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -7378356.500000 Penalty: 5269.748535
	Iteration 5Q: 3 clusters Score -7378356 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -7378616.500000 Penalty: 5269.748535
	Iteration 6Q: 3 clusters Score -7378616 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -7378819.500000 Penalty: 5269.748535
	Iteration 7Q: 3 clusters Score -7378820 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -7379122.000000 Penalty: 5269.748535
	Iteration 8Q: 3 clusters Score -7379122 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -7379401.000000 Penalty: 5269.748535
	Iteration 9Q: 3 clusters Score -7379401 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -7379722.500000 Penalty: 5269.748535
	Iteration 10Q: 3 clusters Score -7379722 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -7380068.500000 Penalty: 5269.748535
	Iteration 11Q: 3 clusters Score -7380068 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -7380727.000000 Penalty: 5269.748535
	Iteration 12Q: 3 clusters Score -7380727 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -7381659.000000 Penalty: 5269.748535
	Iteration 13Q: 3 clusters Score -7381659 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -7382818.000000 Penalty: 5269.748535
	Iteration 14Q: 3 clusters Score -7382818 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -7384047.500000 Penalty: 5269.748535
	Iteration 15Q: 3 clusters Score -7384048 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -7384898.500000 Penalty: 5269.748535
	Iteration 16Q: 3 clusters Score -7384898 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -7385259.500000 Penalty: 5269.748535
	Iteration 17Q: 3 clusters Score -7385260 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7385396.500000 Penalty: 5269.748535
	Iteration 18Q: 3 clusters Score -7385396 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -7385455.000000 Penalty: 5269.748535
	Iteration 19Q: 3 clusters Score -7385455 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -7385523.000000 Penalty: 5269.748535
	Iteration 20F: 3 clusters Score -7385523 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -7385619.000000 Penalty: 5269.748535
	Iteration 21Q: 3 clusters Score -7385619 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -7385694.500000 Penalty: 5269.748535
	Iteration 22Q: 3 clusters Score -7385694 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -7385751.500000 Penalty: 5269.748535
	Iteration 23Q: 3 clusters Score -7385752 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -7385809.000000 Penalty: 5269.748535
	Iteration 24Q: 3 clusters Score -7385809 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -7385869.500000 Penalty: 5269.748535
	Iteration 25Q: 3 clusters Score -7385870 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -7385936.500000 Penalty: 5269.748535
	Iteration 26Q: 3 clusters Score -7385936 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -7386043.000000 Penalty: 5269.748535
	Iteration 27Q: 3 clusters Score -7386043 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -7386133.500000 Penalty: 5269.748535
	Iteration 28Q: 3 clusters Score -7386134 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -7386194.500000 Penalty: 5269.748535
	Iteration 29Q: 3 clusters Score -7386194 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -7386333.500000 Penalty: 5269.748535
	Iteration 30Q: 3 clusters Score -7386334 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -7386449.000000 Penalty: 5269.748535
	Iteration 31Q: 3 clusters Score -7386449 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -7386587.500000 Penalty: 5269.748535
	Iteration 32Q: 3 clusters Score -7386588 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -7386682.000000 Penalty: 5269.748535
	Iteration 33Q: 3 clusters Score -7386682 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -7386830.000000 Penalty: 5269.748535
	Iteration 34Q: 3 clusters Score -7386830 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -7387010.500000 Penalty: 5269.748535
	Iteration 35Q: 3 clusters Score -7387010 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -7387203.000000 Penalty: 5269.748535
	Iteration 36Q: 3 clusters Score -7387203 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -7387386.500000 Penalty: 5269.748535
	Iteration 37Q: 3 clusters Score -7387386 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -7387605.500000 Penalty: 5269.748535
	Iteration 38Q: 3 clusters Score -7387606 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -7387855.500000 Penalty: 5269.748535
	Iteration 39Q: 3 clusters Score -7387856 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -7388061.500000 Penalty: 5269.748535
	Iteration 40F: 3 clusters Score -7388062 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -7388378.500000 Penalty: 5269.748535
	Iteration 41Q: 3 clusters Score -7388378 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -7388608.000000 Penalty: 5269.748535
	Iteration 42Q: 3 clusters Score -7388608 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -7388837.500000 Penalty: 5269.748535
	Iteration 43Q: 3 clusters Score -7388838 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -7389031.500000 Penalty: 5269.748535
	Iteration 44Q: 3 clusters Score -7389032 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -7389244.500000 Penalty: 5269.748535
	Iteration 45Q: 3 clusters Score -7389244 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -7389475.000000 Penalty: 5269.748535
	Iteration 46Q: 3 clusters Score -7389475 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7389700.000000 Penalty: 5269.748535
	Iteration 47Q: 3 clusters Score -7389700 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7389921.000000 Penalty: 5269.748535
	Iteration 48Q: 3 clusters Score -7389921 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7390096.500000 Penalty: 5269.748535
	Iteration 49Q: 3 clusters Score -7390096 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -7390319.000000 Penalty: 5269.748535
	Iteration 50Q: 3 clusters Score -7390319 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7390502.000000 Penalty: 5269.748535
	Iteration 51Q: 3 clusters Score -7390502 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7390689.500000 Penalty: 5269.748535
	Iteration 52Q: 3 clusters Score -7390690 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -7390880.500000 Penalty: 5269.748535
	Iteration 53Q: 3 clusters Score -7390880 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7391018.000000 Penalty: 5269.748535
	Iteration 54Q: 3 clusters Score -7391018 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7391199.500000 Penalty: 5269.748535
	Iteration 55Q: 3 clusters Score -7391200 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7391332.500000 Penalty: 5269.748535
	Iteration 56Q: 3 clusters Score -7391332 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7391455.500000 Penalty: 5269.748535
	Iteration 57Q: 3 clusters Score -7391456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7391555.500000 Penalty: 5269.748535
	Iteration 58Q: 3 clusters Score -7391556 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7391651.000000 Penalty: 5269.748535
	Iteration 59Q: 3 clusters Score -7391651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7391708.500000 Penalty: 5269.748535
	Iteration 60F: 3 clusters Score -7391708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7391757.000000 Penalty: 5269.748535
	Iteration 61Q: 3 clusters Score -7391757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7391827.500000 Penalty: 5269.748535
	Iteration 62Q: 3 clusters Score -7391828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7391877.500000 Penalty: 5269.748535
	Iteration 63Q: 3 clusters Score -7391878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7391919.000000 Penalty: 5269.748535
	Iteration 64Q: 3 clusters Score -7391919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7391980.000000 Penalty: 5269.748535
	Iteration 65Q: 3 clusters Score -7391980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7392000.500000 Penalty: 5269.748535
	Iteration 66Q: 3 clusters Score -7392000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7391999.000000 Penalty: 5269.748535
	Iteration 67Q: 3 clusters Score -7391999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7392016.500000 Penalty: 5269.748535
	Iteration 68Q: 3 clusters Score -7392016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7392024.000000 Penalty: 5269.748535
	Iteration 69Q: 3 clusters Score -7392024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7392033.500000 Penalty: 5269.748535
	Iteration 70Q: 3 clusters Score -7392034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7392056.000000 Penalty: 5269.748535
	Iteration 71Q: 3 clusters Score -7392056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7392068.000000 Penalty: 5269.748535
	Iteration 72Q: 3 clusters Score -7392068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7392069.500000 Penalty: 5269.748535
	Iteration 73Q: 3 clusters Score -7392070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7392078.000000 Penalty: 5269.748535
	Iteration 74Q: 3 clusters Score -7392078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7392085.000000 Penalty: 5269.748535
	Iteration 75Q: 3 clusters Score -7392085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7392091.500000 Penalty: 5269.748535
	Iteration 76Q: 3 clusters Score -7392092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7392108.000000 Penalty: 5269.748535
	Iteration 77Q: 3 clusters Score -7392108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7392108.500000 Penalty: 5269.748535
	Iteration 78Q: 3 clusters Score -7392108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7392107.500000 Penalty: 5269.748535
	Iteration 79Q: 3 clusters Score -7392108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7392111.000000 Penalty: 5269.748535
	Iteration 80F: 3 clusters Score -7392111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7392114.000000 Penalty: 5269.748535
	Iteration 81Q: 3 clusters Score -7392114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7392114.000000 Penalty: 5269.748535
	Iteration 82F: 3 clusters Score -7392114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -349997.843750 Penalty: 1902.381836
	Iteration 0F: 2 clusters Score -349997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -347334.281250 Penalty: 3804.763672
	Iteration 0F: 3 clusters Score -347334.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -347950.906250 Penalty: 3804.763672
	Iteration 1F: 3 clusters Score -347950.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -348164.000000 Penalty: 3804.763672
	Iteration 2F: 3 clusters Score -348164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -348336.812500 Penalty: 3804.763672
	Iteration 3F: 3 clusters Score -348336.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -348511.250000 Penalty: 3804.763672
	Iteration 4F: 3 clusters Score -348511.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -348716.531250 Penalty: 3804.763672
	Iteration 5F: 3 clusters Score -348716.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -348894.343750 Penalty: 3804.763672
	Iteration 6F: 3 clusters Score -348894.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -349059.312500 Penalty: 3804.763672
	Iteration 7Q: 3 clusters Score -349059.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -349209.531250 Penalty: 3804.763672
	Iteration 8Q: 3 clusters Score -349209.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -349345.406250 Penalty: 3804.763672
	Iteration 9Q: 3 clusters Score -349345.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -349440.312500 Penalty: 3804.763672
	Iteration 10Q: 3 clusters Score -349440.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -349525.781250 Penalty: 3804.763672
	Iteration 11Q: 3 clusters Score -349525.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -349594.625000 Penalty: 3804.763672
	Iteration 12Q: 3 clusters Score -349594.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -349642.656250 Penalty: 3804.763672
	Iteration 13Q: 3 clusters Score -349642.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -349671.375000 Penalty: 3804.763672
	Iteration 14Q: 3 clusters Score -349671.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -349685.531250 Penalty: 3804.763672
	Iteration 15Q: 3 clusters Score -349685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349689.875000 Penalty: 3804.763672
	Iteration 16Q: 3 clusters Score -349689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349692.218750 Penalty: 3804.763672
	Iteration 17Q: 3 clusters Score -349692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -349695.687500 Penalty: 3804.763672
	Iteration 18Q: 3 clusters Score -349695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -349696.125000 Penalty: 3804.763672
	Iteration 19Q: 3 clusters Score -349696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -349699.312500 Penalty: 3804.763672
	Iteration 20F: 3 clusters Score -349699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -349700.062500 Penalty: 3804.763672
	Iteration 21Q: 3 clusters Score -349700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -349702.718750 Penalty: 3804.763672
	Iteration 22Q: 3 clusters Score -349702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -349704.812500 Penalty: 3804.763672
	Iteration 23Q: 3 clusters Score -349704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -349707.406250 Penalty: 3804.763672
	Iteration 24Q: 3 clusters Score -349707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -349709.718750 Penalty: 3804.763672
	Iteration 25Q: 3 clusters Score -349709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -349711.406250 Penalty: 3804.763672
	Iteration 26Q: 3 clusters Score -349711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -349712.218750 Penalty: 3804.763672
	Iteration 27Q: 3 clusters Score -349712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -349713.718750 Penalty: 3804.763672
	Iteration 28Q: 3 clusters Score -349713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -349716.531250 Penalty: 3804.763672
	Iteration 29Q: 3 clusters Score -349716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -349717.718750 Penalty: 3804.763672
	Iteration 30Q: 3 clusters Score -349717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349719.593750 Penalty: 3804.763672
	Iteration 31Q: 3 clusters Score -349719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349719.593750 Penalty: 3804.763672
	Iteration 32F: 3 clusters Score -349719.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -2496955.250000 Penalty: 2369.093018
	Iteration 0F: 2 clusters Score -2496955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2486666.000000 Penalty: 4738.186035
	Iteration 0F: 3 clusters Score -2486666 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2489779.000000 Penalty: 4738.186035
	Iteration 1F: 3 clusters Score -2489779 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2490121.250000 Penalty: 4738.186035
	Iteration 2F: 3 clusters Score -2490121 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2490388.750000 Penalty: 4738.186035
	Iteration 3Q: 3 clusters Score -2490389 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2490623.000000 Penalty: 4738.186035
	Iteration 4Q: 3 clusters Score -2490623 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2490845.500000 Penalty: 4738.186035
	Iteration 5Q: 3 clusters Score -2490846 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2491106.250000 Penalty: 4738.186035
	Iteration 6Q: 3 clusters Score -2491106 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2491422.250000 Penalty: 4738.186035
	Iteration 7Q: 3 clusters Score -2491422 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2491828.000000 Penalty: 4738.186035
	Iteration 8Q: 3 clusters Score -2491828 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2492360.750000 Penalty: 4738.186035
	Iteration 9F: 3 clusters Score -2492361 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2493023.250000 Penalty: 4738.186035
	Iteration 10F: 3 clusters Score -2493023 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2493704.000000 Penalty: 4738.186035
	Iteration 11F: 3 clusters Score -2493704 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2494269.750000 Penalty: 4738.186035
	Iteration 12Q: 3 clusters Score -2494270 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2494618.000000 Penalty: 4738.186035
	Iteration 13Q: 3 clusters Score -2494618 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2494840.750000 Penalty: 4738.186035
	Iteration 14Q: 3 clusters Score -2494841 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2494969.750000 Penalty: 4738.186035
	Iteration 15Q: 3 clusters Score -2494970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2495033.750000 Penalty: 4738.186035
	Iteration 16Q: 3 clusters Score -2495034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2495073.750000 Penalty: 4738.186035
	Iteration 17Q: 3 clusters Score -2495074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2495106.000000 Penalty: 4738.186035
	Iteration 18Q: 3 clusters Score -2495106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2495124.500000 Penalty: 4738.186035
	Iteration 19Q: 3 clusters Score -2495124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2495130.750000 Penalty: 4738.186035
	Iteration 20F: 3 clusters Score -2495131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2495141.500000 Penalty: 4738.186035
	Iteration 21Q: 3 clusters Score -2495142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2495150.250000 Penalty: 4738.186035
	Iteration 22Q: 3 clusters Score -2495150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2495149.750000 Penalty: 4738.186035
	Iteration 23Q: 3 clusters Score -2495150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2495156.500000 Penalty: 4738.186035
	Iteration 24Q: 3 clusters Score -2495156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2495156.000000 Penalty: 4738.186035
	Iteration 25Q: 3 clusters Score -2495156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2495156.500000 Penalty: 4738.186035
	Iteration 26Q: 3 clusters Score -2495156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2495156.250000 Penalty: 4738.186035
	Iteration 27Q: 3 clusters Score -2495156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2495158.000000 Penalty: 4738.186035
	Iteration 28Q: 3 clusters Score -2495158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2495159.500000 Penalty: 4738.186035
	Iteration 29Q: 3 clusters Score -2495160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2495162.250000 Penalty: 4738.186035
	Iteration 30Q: 3 clusters Score -2495162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2495170.750000 Penalty: 4738.186035
	Iteration 31Q: 3 clusters Score -2495171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2495170.000000 Penalty: 4738.186035
	Iteration 32Q: 3 clusters Score -2495170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2495170.250000 Penalty: 4738.186035
	Iteration 33Q: 3 clusters Score -2495170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2495173.750000 Penalty: 4738.186035
	Iteration 34Q: 3 clusters Score -2495174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2495173.750000 Penalty: 4738.186035
	Iteration 35F: 3 clusters Score -2495174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Entering Unmasked Estep 
Score: -3025926.750000 Penalty: 2418.646484
	Iteration 0F: 2 clusters Score -3025927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3013735.500000 Penalty: 4837.292969
	Iteration 0F: 3 clusters Score -3013736 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3017860.250000 Penalty: 4837.292969
	Iteration 1F: 3 clusters Score -3017860 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3018503.750000 Penalty: 4837.292969
	Iteration 2F: 3 clusters Score -3018504 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3019257.750000 Penalty: 4837.292969
	Iteration 3F: 3 clusters Score -3019258 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3020142.250000 Penalty: 4837.292969
	Iteration 4F: 3 clusters Score -3020142 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3021153.500000 Penalty: 4837.292969
	Iteration 5F: 3 clusters Score -3021154 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3022140.250000 Penalty: 4837.292969
	Iteration 6F: 3 clusters Score -3022140 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3023004.750000 Penalty: 4837.292969
	Iteration 7F: 3 clusters Score -3023005 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3023586.750000 Penalty: 4837.292969
	Iteration 8Q: 3 clusters Score -3023587 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3024002.500000 Penalty: 4837.292969
	Iteration 9Q: 3 clusters Score -3024002 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3024249.750000 Penalty: 4837.292969
	Iteration 10Q: 3 clusters Score -3024250 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3024380.500000 Penalty: 4837.292969
	Iteration 11Q: 3 clusters Score -3024380 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3024465.750000 Penalty: 4837.292969
	Iteration 12Q: 3 clusters Score -3024466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3024518.750000 Penalty: 4837.292969
	Iteration 13Q: 3 clusters Score -3024519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3024560.000000 Penalty: 4837.292969
	Iteration 14Q: 3 clusters Score -3024560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3024592.500000 Penalty: 4837.292969
	Iteration 15Q: 3 clusters Score -3024592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3024622.000000 Penalty: 4837.292969
	Iteration 16Q: 3 clusters Score -3024622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3024639.750000 Penalty: 4837.292969
	Iteration 17Q: 3 clusters Score -3024640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3024667.750000 Penalty: 4837.292969
	Iteration 18Q: 3 clusters Score -3024668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3024684.000000 Penalty: 4837.292969
	Iteration 19Q: 3 clusters Score -3024684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3024700.750000 Penalty: 4837.292969
	Iteration 20F: 3 clusters Score -3024701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3024715.750000 Penalty: 4837.292969
	Iteration 21Q: 3 clusters Score -3024716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3024730.500000 Penalty: 4837.292969
	Iteration 22Q: 3 clusters Score -3024730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3024748.000000 Penalty: 4837.292969
	Iteration 23Q: 3 clusters Score -3024748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3024754.750000 Penalty: 4837.292969
	Iteration 24Q: 3 clusters Score -3024755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3024761.750000 Penalty: 4837.292969
	Iteration 25Q: 3 clusters Score -3024762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3024770.250000 Penalty: 4837.292969
	Iteration 26Q: 3 clusters Score -3024770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3024780.000000 Penalty: 4837.292969
	Iteration 27Q: 3 clusters Score -3024780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3024793.000000 Penalty: 4837.292969
	Iteration 28Q: 3 clusters Score -3024793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3024793.250000 Penalty: 4837.292969
	Iteration 29Q: 3 clusters Score -3024793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3024800.750000 Penalty: 4837.292969
	Iteration 30Q: 3 clusters Score -3024801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3024801.000000 Penalty: 4837.292969
	Iteration 31Q: 3 clusters Score -3024801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3024807.000000 Penalty: 4837.292969
	Iteration 32Q: 3 clusters Score -3024807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3024807.000000 Penalty: 4837.292969
	Iteration 33Q: 3 clusters Score -3024807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3024809.000000 Penalty: 4837.292969
	Iteration 34Q: 3 clusters Score -3024809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3024815.250000 Penalty: 4837.292969
	Iteration 35Q: 3 clusters Score -3024815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3024814.000000 Penalty: 4837.292969
	Iteration 36Q: 3 clusters Score -3024814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3024814.000000 Penalty: 4837.292969
	Iteration 37F: 3 clusters Score -3024814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124275.406250 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124275.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -125220.703125 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -125220.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125696.718750 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125696.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -125955.671875 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125955.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126059.218750 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -126059.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -126113.687500 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -126113.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126140.289062 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -126140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -126167.304688 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -126167.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -126226.078125 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -126226.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126301.546875 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -126301.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126365.242188 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -126365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126404.953125 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126445.523438 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126489.812500 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126510.242188 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -126510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126527.257812 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -126527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126540.750000 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -126540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126547.812500 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -126547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126552.773438 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -126552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126554.289062 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -126554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126577.656250 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -126577.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126627.796875 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -126627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126644.062500 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -126644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -126658.257812 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -126658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126672.625000 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -126672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126692.070312 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -126692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126725.140625 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -126725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126755.960938 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -126756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126761.125000 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -126761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126761.125000 Penalty: 3449.500977
	Iteration 29F: 3 clusters Score -126761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 41130 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14084 members 
Mstep: Class 5 contains 17199 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41134 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 10 contains 49641 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 35725 members 
Mstep: Class 14 contains 43066 members 
Mstep: Class 15 contains 36569 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48200 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 40510 members 
Mstep: Class 20 contains 42282 members 
Mstep: Class 21 contains 15926 members 
Mstep: Class 22 contains 49696 members 
Mstep: Class 23 contains 48805 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46977 members 
Mstep: Class 26 contains 20416 members 
Mstep: Class 27 contains 42029 members 
Mstep: Class 28 contains 42146 members 
Mstep: Class 29 contains 37279 members 
Mstep: Class 30 contains 48672 members 
Mstep: Class 31 contains 23821 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 13983 members 
Mstep: Class 34 contains 68907 members 
Mstep: Class 35 contains 40560 members 
Mstep: Class 36 contains 45606 members 
Mstep: Class 37 contains 4837 members 
Mstep: Class 38 contains 45976 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42024 members 
Mstep: Class 41 contains 542 members 
Entering Unmasked Estep 
Score: -196427760.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196429168.000000 to -196427760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -93802.187500 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -93802.19 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 280 members 
Entering Unmasked Estep 
Score: -92294.648438 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -92294.65 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92705.929688 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -92705.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93108.921875 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -93108.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93331.562500 Penalty: 3204.112793
	Iteration 3F: 3 clusters Score -93331.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93489.812500 Penalty: 3204.112793
	Iteration 4F: 3 clusters Score -93489.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93566.125000 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -93566.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93624.562500 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -93624.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93645.484375 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -93645.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93658.296875 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -93658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93674.820312 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -93674.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93696.148438 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -93696.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93702.335938 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -93702.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93712.328125 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -93712.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93714.953125 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -93714.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93716.242188 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -93716.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93716.242188 Penalty: 3204.112793
	Iteration 15F: 3 clusters Score -93716.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Entering Unmasked Estep 
Score: -7382837.500000 Penalty: 2634.898193
	Iteration 0F: 2 clusters Score -7382838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7355413.000000 Penalty: 5269.796387
	Iteration 0F: 3 clusters Score -7355413 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -7365820.500000 Penalty: 5269.796387
	Iteration 1F: 3 clusters Score -7365820 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -7366397.500000 Penalty: 5269.796387
	Iteration 2Q: 3 clusters Score -7366398 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -7366890.500000 Penalty: 5269.796387
	Iteration 3Q: 3 clusters Score -7366890 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -7367486.000000 Penalty: 5269.796387
	Iteration 4Q: 3 clusters Score -7367486 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -7368108.500000 Penalty: 5269.796387
	Iteration 5Q: 3 clusters Score -7368108 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -7368805.500000 Penalty: 5269.796387
	Iteration 6Q: 3 clusters Score -7368806 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7369699.000000 Penalty: 5269.796387
	Iteration 7Q: 3 clusters Score -7369699 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -7371001.000000 Penalty: 5269.796387
	Iteration 8F: 3 clusters Score -7371001 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -7372621.500000 Penalty: 5269.796387
	Iteration 9F: 3 clusters Score -7372622 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -7374387.000000 Penalty: 5269.796387
	Iteration 10F: 3 clusters Score -7374387 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -7375734.000000 Penalty: 5269.796387
	Iteration 11Q: 3 clusters Score -7375734 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -7376602.000000 Penalty: 5269.796387
	Iteration 12Q: 3 clusters Score -7376602 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -7377174.000000 Penalty: 5269.796387
	Iteration 13Q: 3 clusters Score -7377174 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -7377650.500000 Penalty: 5269.796387
	Iteration 14Q: 3 clusters Score -7377650 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -7377982.500000 Penalty: 5269.796387
	Iteration 15Q: 3 clusters Score -7377982 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -7378328.000000 Penalty: 5269.796387
	Iteration 16Q: 3 clusters Score -7378328 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -7378674.000000 Penalty: 5269.796387
	Iteration 17Q: 3 clusters Score -7378674 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7378966.500000 Penalty: 5269.796387
	Iteration 18Q: 3 clusters Score -7378966 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -7379211.000000 Penalty: 5269.796387
	Iteration 19Q: 3 clusters Score -7379211 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7379460.500000 Penalty: 5269.796387
	Iteration 20F: 3 clusters Score -7379460 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7379666.000000 Penalty: 5269.796387
	Iteration 21Q: 3 clusters Score -7379666 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7379860.500000 Penalty: 5269.796387
	Iteration 22Q: 3 clusters Score -7379860 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7380029.500000 Penalty: 5269.796387
	Iteration 23Q: 3 clusters Score -7380030 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7380191.500000 Penalty: 5269.796387
	Iteration 24Q: 3 clusters Score -7380192 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7380331.500000 Penalty: 5269.796387
	Iteration 25Q: 3 clusters Score -7380332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7380434.500000 Penalty: 5269.796387
	Iteration 26Q: 3 clusters Score -7380434 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7380501.000000 Penalty: 5269.796387
	Iteration 27Q: 3 clusters Score -7380501 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7380555.000000 Penalty: 5269.796387
	Iteration 28Q: 3 clusters Score -7380555 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7380577.500000 Penalty: 5269.796387
	Iteration 29Q: 3 clusters Score -7380578 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7380630.000000 Penalty: 5269.796387
	Iteration 30Q: 3 clusters Score -7380630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7380660.500000 Penalty: 5269.796387
	Iteration 31Q: 3 clusters Score -7380660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7380684.500000 Penalty: 5269.796387
	Iteration 32Q: 3 clusters Score -7380684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7380719.500000 Penalty: 5269.796387
	Iteration 33Q: 3 clusters Score -7380720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7380735.000000 Penalty: 5269.796387
	Iteration 34Q: 3 clusters Score -7380735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7380750.500000 Penalty: 5269.796387
	Iteration 35Q: 3 clusters Score -7380750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7380752.000000 Penalty: 5269.796387
	Iteration 36Q: 3 clusters Score -7380752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7380747.000000 Penalty: 5269.796387
	Iteration 37Q: 3 clusters Score -7380747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7380742.000000 Penalty: 5269.796387
	Iteration 38Q: 3 clusters Score -7380742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7380759.000000 Penalty: 5269.796387
	Iteration 39Q: 3 clusters Score -7380759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7380768.500000 Penalty: 5269.796387
	Iteration 40F: 3 clusters Score -7380768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7380774.500000 Penalty: 5269.796387
	Iteration 41Q: 3 clusters Score -7380774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7380792.000000 Penalty: 5269.796387
	Iteration 42Q: 3 clusters Score -7380792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7380799.500000 Penalty: 5269.796387
	Iteration 43Q: 3 clusters Score -7380800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7380808.500000 Penalty: 5269.796387
	Iteration 44Q: 3 clusters Score -7380808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7380803.500000 Penalty: 5269.796387
	Iteration 45Q: 3 clusters Score -7380804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7380798.500000 Penalty: 5269.796387
	Iteration 46Q: 3 clusters Score -7380798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7380811.500000 Penalty: 5269.796387
	Iteration 47Q: 3 clusters Score -7380812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7380813.000000 Penalty: 5269.796387
	Iteration 48Q: 3 clusters Score -7380813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7380819.000000 Penalty: 5269.796387
	Iteration 49Q: 3 clusters Score -7380819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7380828.000000 Penalty: 5269.796387
	Iteration 50Q: 3 clusters Score -7380828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7380823.000000 Penalty: 5269.796387
	Iteration 51Q: 3 clusters Score -7380823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7380818.500000 Penalty: 5269.796387
	Iteration 52Q: 3 clusters Score -7380818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7380819.000000 Penalty: 5269.796387
	Iteration 53Q: 3 clusters Score -7380819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7380819.000000 Penalty: 5269.796387
	Iteration 54F: 3 clusters Score -7380819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Entering Unmasked Estep 
Score: -1416547.750000 Penalty: 2230.985352
	Iteration 0F: 2 clusters Score -1416548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1410168.125000 Penalty: 4461.970703
	Iteration 0F: 3 clusters Score -1410168 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1411860.125000 Penalty: 4461.970703
	Iteration 1F: 3 clusters Score -1411860 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1412129.000000 Penalty: 4461.970703
	Iteration 2F: 3 clusters Score -1412129 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1412384.625000 Penalty: 4461.970703
	Iteration 3F: 3 clusters Score -1412385 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1412701.125000 Penalty: 4461.970703
	Iteration 4Q: 3 clusters Score -1412701 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1413150.625000 Penalty: 4461.970703
	Iteration 5F: 3 clusters Score -1413151 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1413663.375000 Penalty: 4461.970703
	Iteration 6F: 3 clusters Score -1413663 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1414163.125000 Penalty: 4461.970703
	Iteration 7F: 3 clusters Score -1414163 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1414563.875000 Penalty: 4461.970703
	Iteration 8F: 3 clusters Score -1414564 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1414817.875000 Penalty: 4461.970703
	Iteration 9Q: 3 clusters Score -1414818 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1415014.375000 Penalty: 4461.970703
	Iteration 10Q: 3 clusters Score -1415014 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1415135.125000 Penalty: 4461.970703
	Iteration 11Q: 3 clusters Score -1415135 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1415190.500000 Penalty: 4461.970703
	Iteration 12Q: 3 clusters Score -1415190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1415231.500000 Penalty: 4461.970703
	Iteration 13Q: 3 clusters Score -1415232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1415262.625000 Penalty: 4461.970703
	Iteration 14Q: 3 clusters Score -1415263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1415280.875000 Penalty: 4461.970703
	Iteration 15Q: 3 clusters Score -1415281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1415294.375000 Penalty: 4461.970703
	Iteration 16Q: 3 clusters Score -1415294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1415307.250000 Penalty: 4461.970703
	Iteration 17Q: 3 clusters Score -1415307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1415311.625000 Penalty: 4461.970703
	Iteration 18Q: 3 clusters Score -1415312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1415321.500000 Penalty: 4461.970703
	Iteration 19Q: 3 clusters Score -1415322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1415323.500000 Penalty: 4461.970703
	Iteration 20F: 3 clusters Score -1415324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1415326.250000 Penalty: 4461.970703
	Iteration 21Q: 3 clusters Score -1415326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1415326.375000 Penalty: 4461.970703
	Iteration 22Q: 3 clusters Score -1415326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1415333.750000 Penalty: 4461.970703
	Iteration 23Q: 3 clusters Score -1415334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1415337.750000 Penalty: 4461.970703
	Iteration 24Q: 3 clusters Score -1415338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1415341.375000 Penalty: 4461.970703
	Iteration 25Q: 3 clusters Score -1415341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1415345.000000 Penalty: 4461.970703
	Iteration 26Q: 3 clusters Score -1415345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1415350.750000 Penalty: 4461.970703
	Iteration 27Q: 3 clusters Score -1415351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1415352.500000 Penalty: 4461.970703
	Iteration 28Q: 3 clusters Score -1415352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1415358.000000 Penalty: 4461.970703
	Iteration 29Q: 3 clusters Score -1415358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1415361.250000 Penalty: 4461.970703
	Iteration 30Q: 3 clusters Score -1415361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1415366.750000 Penalty: 4461.970703
	Iteration 31Q: 3 clusters Score -1415367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1415374.375000 Penalty: 4461.970703
	Iteration 32Q: 3 clusters Score -1415374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1415375.125000 Penalty: 4461.970703
	Iteration 33Q: 3 clusters Score -1415375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1415376.500000 Penalty: 4461.970703
	Iteration 34Q: 3 clusters Score -1415376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1415390.375000 Penalty: 4461.970703
	Iteration 35Q: 3 clusters Score -1415390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1415394.250000 Penalty: 4461.970703
	Iteration 36Q: 3 clusters Score -1415394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1415400.750000 Penalty: 4461.970703
	Iteration 37Q: 3 clusters Score -1415401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1415404.000000 Penalty: 4461.970703
	Iteration 38Q: 3 clusters Score -1415404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1415407.750000 Penalty: 4461.970703
	Iteration 39Q: 3 clusters Score -1415408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1415407.875000 Penalty: 4461.970703
	Iteration 40F: 3 clusters Score -1415408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1415410.500000 Penalty: 4461.970703
	Iteration 41Q: 3 clusters Score -1415410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1415412.875000 Penalty: 4461.970703
	Iteration 42Q: 3 clusters Score -1415413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1415410.625000 Penalty: 4461.970703
	Iteration 43Q: 3 clusters Score -1415411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1415413.250000 Penalty: 4461.970703
	Iteration 44Q: 3 clusters Score -1415413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1415415.625000 Penalty: 4461.970703
	Iteration 45Q: 3 clusters Score -1415416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1415414.250000 Penalty: 4461.970703
	Iteration 46Q: 3 clusters Score -1415414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1415413.875000 Penalty: 4461.970703
	Iteration 47Q: 3 clusters Score -1415414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1415415.750000 Penalty: 4461.970703
	Iteration 48Q: 3 clusters Score -1415416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1415418.125000 Penalty: 4461.970703
	Iteration 49Q: 3 clusters Score -1415418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1415425.625000 Penalty: 4461.970703
	Iteration 50Q: 3 clusters Score -1415426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1415429.375000 Penalty: 4461.970703
	Iteration 51Q: 3 clusters Score -1415429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1415434.750000 Penalty: 4461.970703
	Iteration 52Q: 3 clusters Score -1415435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1415437.625000 Penalty: 4461.970703
	Iteration 53Q: 3 clusters Score -1415438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1415437.625000 Penalty: 4461.970703
	Iteration 54Q: 3 clusters Score -1415438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1415440.125000 Penalty: 4461.970703
	Iteration 55Q: 3 clusters Score -1415440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1415439.000000 Penalty: 4461.970703
	Iteration 56Q: 3 clusters Score -1415439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1415439.250000 Penalty: 4461.970703
	Iteration 57Q: 3 clusters Score -1415439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1415438.875000 Penalty: 4461.970703
	Iteration 58Q: 3 clusters Score -1415439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1415439.375000 Penalty: 4461.970703
	Iteration 59Q: 3 clusters Score -1415439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1415439.375000 Penalty: 4461.970703
	Iteration 60F: 3 clusters Score -1415439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Entering Unmasked Estep 
Score: -8816008.000000 Penalty: 2681.518066
	Iteration 0F: 2 clusters Score -8816008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -8784936.000000 Penalty: 5363.036133
	Iteration 0F: 3 clusters Score -8784936 nChanged 22856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8797579.000000 Penalty: 5363.036133
	Iteration 1F: 3 clusters Score -8797579 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -8798684.000000 Penalty: 5363.036133
	Iteration 2Q: 3 clusters Score -8798684 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8800117.000000 Penalty: 5363.036133
	Iteration 3F: 3 clusters Score -8800117 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -8801774.000000 Penalty: 5363.036133
	Iteration 4F: 3 clusters Score -8801774 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8803578.000000 Penalty: 5363.036133
	Iteration 5F: 3 clusters Score -8803578 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -8805209.000000 Penalty: 5363.036133
	Iteration 6F: 3 clusters Score -8805209 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -8806624.000000 Penalty: 5363.036133
	Iteration 7F: 3 clusters Score -8806624 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -8807731.000000 Penalty: 5363.036133
	Iteration 8Q: 3 clusters Score -8807731 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -8808617.000000 Penalty: 5363.036133
	Iteration 9Q: 3 clusters Score -8808617 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -8809412.000000 Penalty: 5363.036133
	Iteration 10Q: 3 clusters Score -8809412 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -8810210.000000 Penalty: 5363.036133
	Iteration 11Q: 3 clusters Score -8810210 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -8810807.000000 Penalty: 5363.036133
	Iteration 12Q: 3 clusters Score -8810807 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -8811544.000000 Penalty: 5363.036133
	Iteration 13Q: 3 clusters Score -8811544 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -8812135.000000 Penalty: 5363.036133
	Iteration 14Q: 3 clusters Score -8812135 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -8812758.000000 Penalty: 5363.036133
	Iteration 15Q: 3 clusters Score -8812758 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -8813255.000000 Penalty: 5363.036133
	Iteration 16Q: 3 clusters Score -8813255 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -8813635.000000 Penalty: 5363.036133
	Iteration 17Q: 3 clusters Score -8813635 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -8813981.000000 Penalty: 5363.036133
	Iteration 18Q: 3 clusters Score -8813981 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8814239.000000 Penalty: 5363.036133
	Iteration 19Q: 3 clusters Score -8814239 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8814451.000000 Penalty: 5363.036133
	Iteration 20F: 3 clusters Score -8814451 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8814619.000000 Penalty: 5363.036133
	Iteration 21Q: 3 clusters Score -8814619 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8814817.000000 Penalty: 5363.036133
	Iteration 22Q: 3 clusters Score -8814817 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8814992.000000 Penalty: 5363.036133
	Iteration 23Q: 3 clusters Score -8814992 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8815091.000000 Penalty: 5363.036133
	Iteration 24Q: 3 clusters Score -8815091 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8815184.000000 Penalty: 5363.036133
	Iteration 25Q: 3 clusters Score -8815184 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8815279.000000 Penalty: 5363.036133
	Iteration 26Q: 3 clusters Score -8815279 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8815291.000000 Penalty: 5363.036133
	Iteration 27Q: 3 clusters Score -8815291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8815319.000000 Penalty: 5363.036133
	Iteration 28Q: 3 clusters Score -8815319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8815348.000000 Penalty: 5363.036133
	Iteration 29Q: 3 clusters Score -8815348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8815384.000000 Penalty: 5363.036133
	Iteration 30Q: 3 clusters Score -8815384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8815415.000000 Penalty: 5363.036133
	Iteration 31Q: 3 clusters Score -8815415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8815433.000000 Penalty: 5363.036133
	Iteration 32Q: 3 clusters Score -8815433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8815453.000000 Penalty: 5363.036133
	Iteration 33Q: 3 clusters Score -8815453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8815467.000000 Penalty: 5363.036133
	Iteration 34Q: 3 clusters Score -8815467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8815464.000000 Penalty: 5363.036133
	Iteration 35Q: 3 clusters Score -8815464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8815468.000000 Penalty: 5363.036133
	Iteration 36Q: 3 clusters Score -8815468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8815457.000000 Penalty: 5363.036133
	Iteration 37Q: 3 clusters Score -8815457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8815466.000000 Penalty: 5363.036133
	Iteration 38Q: 3 clusters Score -8815466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8815471.000000 Penalty: 5363.036133
	Iteration 39Q: 3 clusters Score -8815471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8815469.000000 Penalty: 5363.036133
	Iteration 40F: 3 clusters Score -8815469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8815482.000000 Penalty: 5363.036133
	Iteration 41Q: 3 clusters Score -8815482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8815484.000000 Penalty: 5363.036133
	Iteration 42Q: 3 clusters Score -8815484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8815490.000000 Penalty: 5363.036133
	Iteration 43Q: 3 clusters Score -8815490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8815486.000000 Penalty: 5363.036133
	Iteration 44Q: 3 clusters Score -8815486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8815482.000000 Penalty: 5363.036133
	Iteration 45Q: 3 clusters Score -8815482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8815494.000000 Penalty: 5363.036133
	Iteration 46Q: 3 clusters Score -8815494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8815494.000000 Penalty: 5363.036133
	Iteration 47F: 3 clusters Score -8815494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -1854432.250000 Penalty: 2296.217041
	Iteration 0F: 2 clusters Score -1854432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1846520.125000 Penalty: 4592.434082
	Iteration 0F: 3 clusters Score -1846520 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1848782.125000 Penalty: 4592.434082
	Iteration 1F: 3 clusters Score -1848782 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1849068.750000 Penalty: 4592.434082
	Iteration 2F: 3 clusters Score -1849069 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1849307.250000 Penalty: 4592.434082
	Iteration 3F: 3 clusters Score -1849307 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1849480.875000 Penalty: 4592.434082
	Iteration 4Q: 3 clusters Score -1849481 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1849634.625000 Penalty: 4592.434082
	Iteration 5Q: 3 clusters Score -1849635 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1849787.625000 Penalty: 4592.434082
	Iteration 6Q: 3 clusters Score -1849788 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1849914.750000 Penalty: 4592.434082
	Iteration 7Q: 3 clusters Score -1849915 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1850089.000000 Penalty: 4592.434082
	Iteration 8Q: 3 clusters Score -1850089 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1850301.750000 Penalty: 4592.434082
	Iteration 9Q: 3 clusters Score -1850302 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1850528.375000 Penalty: 4592.434082
	Iteration 10Q: 3 clusters Score -1850528 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1850755.375000 Penalty: 4592.434082
	Iteration 11Q: 3 clusters Score -1850755 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1851014.000000 Penalty: 4592.434082
	Iteration 12Q: 3 clusters Score -1851014 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1851268.500000 Penalty: 4592.434082
	Iteration 13Q: 3 clusters Score -1851268 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1851523.000000 Penalty: 4592.434082
	Iteration 14Q: 3 clusters Score -1851523 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1851787.000000 Penalty: 4592.434082
	Iteration 15Q: 3 clusters Score -1851787 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1852015.625000 Penalty: 4592.434082
	Iteration 16Q: 3 clusters Score -1852016 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1852184.250000 Penalty: 4592.434082
	Iteration 17Q: 3 clusters Score -1852184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1852350.750000 Penalty: 4592.434082
	Iteration 18Q: 3 clusters Score -1852351 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1852481.750000 Penalty: 4592.434082
	Iteration 19Q: 3 clusters Score -1852482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1852564.500000 Penalty: 4592.434082
	Iteration 20F: 3 clusters Score -1852564 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1852635.500000 Penalty: 4592.434082
	Iteration 21Q: 3 clusters Score -1852636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1852689.750000 Penalty: 4592.434082
	Iteration 22Q: 3 clusters Score -1852690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1852726.125000 Penalty: 4592.434082
	Iteration 23Q: 3 clusters Score -1852726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1852746.250000 Penalty: 4592.434082
	Iteration 24Q: 3 clusters Score -1852746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1852766.375000 Penalty: 4592.434082
	Iteration 25Q: 3 clusters Score -1852766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1852784.125000 Penalty: 4592.434082
	Iteration 26Q: 3 clusters Score -1852784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1852792.000000 Penalty: 4592.434082
	Iteration 27Q: 3 clusters Score -1852792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1852801.375000 Penalty: 4592.434082
	Iteration 28Q: 3 clusters Score -1852801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1852810.500000 Penalty: 4592.434082
	Iteration 29Q: 3 clusters Score -1852810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1852813.875000 Penalty: 4592.434082
	Iteration 30Q: 3 clusters Score -1852814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1852812.375000 Penalty: 4592.434082
	Iteration 31Q: 3 clusters Score -1852812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1852815.500000 Penalty: 4592.434082
	Iteration 32Q: 3 clusters Score -1852816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1852814.375000 Penalty: 4592.434082
	Iteration 33Q: 3 clusters Score -1852814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1852816.000000 Penalty: 4592.434082
	Iteration 34Q: 3 clusters Score -1852816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1852812.875000 Penalty: 4592.434082
	Iteration 35Q: 3 clusters Score -1852813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1852817.250000 Penalty: 4592.434082
	Iteration 36Q: 3 clusters Score -1852817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1852816.500000 Penalty: 4592.434082
	Iteration 37Q: 3 clusters Score -1852816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1852815.000000 Penalty: 4592.434082
	Iteration 38Q: 3 clusters Score -1852815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1852815.000000 Penalty: 4592.434082
	Iteration 39F: 3 clusters Score -1852815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -4096097.000000 Penalty: 2489.168457
	Iteration 0F: 2 clusters Score -4096097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4080147.000000 Penalty: 4978.336914
	Iteration 0F: 3 clusters Score -4080147 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4085784.500000 Penalty: 4978.336914
	Iteration 1F: 3 clusters Score -4085784 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4086112.000000 Penalty: 4978.336914
	Iteration 2Q: 3 clusters Score -4086112 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4086351.750000 Penalty: 4978.336914
	Iteration 3Q: 3 clusters Score -4086352 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4086540.000000 Penalty: 4978.336914
	Iteration 4Q: 3 clusters Score -4086540 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4086698.500000 Penalty: 4978.336914
	Iteration 5Q: 3 clusters Score -4086698 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4086854.250000 Penalty: 4978.336914
	Iteration 6Q: 3 clusters Score -4086854 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4086971.750000 Penalty: 4978.336914
	Iteration 7Q: 3 clusters Score -4086972 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4087095.500000 Penalty: 4978.336914
	Iteration 8Q: 3 clusters Score -4087096 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4087248.250000 Penalty: 4978.336914
	Iteration 9Q: 3 clusters Score -4087248 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4087430.000000 Penalty: 4978.336914
	Iteration 10Q: 3 clusters Score -4087430 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4087664.000000 Penalty: 4978.336914
	Iteration 11Q: 3 clusters Score -4087664 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4088027.000000 Penalty: 4978.336914
	Iteration 12Q: 3 clusters Score -4088027 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -4088568.750000 Penalty: 4978.336914
	Iteration 13Q: 3 clusters Score -4088569 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -4089387.750000 Penalty: 4978.336914
	Iteration 14F: 3 clusters Score -4089388 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4090433.250000 Penalty: 4978.336914
	Iteration 15F: 3 clusters Score -4090433 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4091538.750000 Penalty: 4978.336914
	Iteration 16F: 3 clusters Score -4091539 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4092528.750000 Penalty: 4978.336914
	Iteration 17Q: 3 clusters Score -4092529 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4093213.000000 Penalty: 4978.336914
	Iteration 18Q: 3 clusters Score -4093213 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4093573.750000 Penalty: 4978.336914
	Iteration 19Q: 3 clusters Score -4093574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4093733.500000 Penalty: 4978.336914
	Iteration 20F: 3 clusters Score -4093734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4093834.250000 Penalty: 4978.336914
	Iteration 21Q: 3 clusters Score -4093834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4093891.500000 Penalty: 4978.336914
	Iteration 22Q: 3 clusters Score -4093892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4093937.000000 Penalty: 4978.336914
	Iteration 23Q: 3 clusters Score -4093937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4093965.750000 Penalty: 4978.336914
	Iteration 24Q: 3 clusters Score -4093966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4093981.250000 Penalty: 4978.336914
	Iteration 25Q: 3 clusters Score -4093981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4094001.500000 Penalty: 4978.336914
	Iteration 26Q: 3 clusters Score -4094002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4094006.000000 Penalty: 4978.336914
	Iteration 27Q: 3 clusters Score -4094006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4094014.000000 Penalty: 4978.336914
	Iteration 28Q: 3 clusters Score -4094014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4094020.500000 Penalty: 4978.336914
	Iteration 29Q: 3 clusters Score -4094020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4094019.750000 Penalty: 4978.336914
	Iteration 30Q: 3 clusters Score -4094020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4094024.000000 Penalty: 4978.336914
	Iteration 31Q: 3 clusters Score -4094024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4094024.000000 Penalty: 4978.336914
	Iteration 32F: 3 clusters Score -4094024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Entering Unmasked Estep 
Score: -6363204.500000 Penalty: 2599.934326
	Iteration 0F: 2 clusters Score -6363204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -6339041.000000 Penalty: 5199.868652
	Iteration 0F: 3 clusters Score -6339041 nChanged 16276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -6347729.000000 Penalty: 5199.868652
	Iteration 1F: 3 clusters Score -6347729 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6348278.000000 Penalty: 5199.868652
	Iteration 2Q: 3 clusters Score -6348278 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -6348746.500000 Penalty: 5199.868652
	Iteration 3Q: 3 clusters Score -6348746 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -6349227.000000 Penalty: 5199.868652
	Iteration 4Q: 3 clusters Score -6349227 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -6349941.500000 Penalty: 5199.868652
	Iteration 5Q: 3 clusters Score -6349942 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -6350937.000000 Penalty: 5199.868652
	Iteration 6F: 3 clusters Score -6350937 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -6352379.500000 Penalty: 5199.868652
	Iteration 7F: 3 clusters Score -6352380 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -6354316.500000 Penalty: 5199.868652
	Iteration 8F: 3 clusters Score -6354316 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -6356476.500000 Penalty: 5199.868652
	Iteration 9F: 3 clusters Score -6356476 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -6358296.000000 Penalty: 5199.868652
	Iteration 10F: 3 clusters Score -6358296 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -6359430.500000 Penalty: 5199.868652
	Iteration 11Q: 3 clusters Score -6359430 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -6360104.500000 Penalty: 5199.868652
	Iteration 12Q: 3 clusters Score -6360104 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6360451.500000 Penalty: 5199.868652
	Iteration 13Q: 3 clusters Score -6360452 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6360660.000000 Penalty: 5199.868652
	Iteration 14Q: 3 clusters Score -6360660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -6360793.000000 Penalty: 5199.868652
	Iteration 15Q: 3 clusters Score -6360793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -6360859.500000 Penalty: 5199.868652
	Iteration 16Q: 3 clusters Score -6360860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -6360906.000000 Penalty: 5199.868652
	Iteration 17Q: 3 clusters Score -6360906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -6360921.000000 Penalty: 5199.868652
	Iteration 18Q: 3 clusters Score -6360921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -6360943.000000 Penalty: 5199.868652
	Iteration 19Q: 3 clusters Score -6360943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -6360941.500000 Penalty: 5199.868652
	Iteration 20F: 3 clusters Score -6360942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -6360948.000000 Penalty: 5199.868652
	Iteration 21Q: 3 clusters Score -6360948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -6360954.500000 Penalty: 5199.868652
	Iteration 22Q: 3 clusters Score -6360954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6360956.500000 Penalty: 5199.868652
	Iteration 23Q: 3 clusters Score -6360956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -6360957.500000 Penalty: 5199.868652
	Iteration 24Q: 3 clusters Score -6360958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -6360957.500000 Penalty: 5199.868652
	Iteration 25Q: 3 clusters Score -6360958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6360969.000000 Penalty: 5199.868652
	Iteration 26Q: 3 clusters Score -6360969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6360969.500000 Penalty: 5199.868652
	Iteration 27Q: 3 clusters Score -6360970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6360972.000000 Penalty: 5199.868652
	Iteration 28Q: 3 clusters Score -6360972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6360973.000000 Penalty: 5199.868652
	Iteration 29Q: 3 clusters Score -6360973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6360974.000000 Penalty: 5199.868652
	Iteration 30Q: 3 clusters Score -6360974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6360974.000000 Penalty: 5199.868652
	Iteration 31F: 3 clusters Score -6360974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Entering Unmasked Estep 
Score: -7780325.000000 Penalty: 2646.281250
	Iteration 0F: 2 clusters Score -7780325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7752039.500000 Penalty: 5292.562500
	Iteration 0F: 3 clusters Score -7752040 nChanged 19668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -7763126.500000 Penalty: 5292.562500
	Iteration 1F: 3 clusters Score -7763126 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -7763826.500000 Penalty: 5292.562500
	Iteration 2Q: 3 clusters Score -7763826 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7764471.500000 Penalty: 5292.562500
	Iteration 3Q: 3 clusters Score -7764472 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -7765301.500000 Penalty: 5292.562500
	Iteration 4Q: 3 clusters Score -7765302 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -7766276.000000 Penalty: 5292.562500
	Iteration 5Q: 3 clusters Score -7766276 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -7767539.000000 Penalty: 5292.562500
	Iteration 6F: 3 clusters Score -7767539 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -7769311.000000 Penalty: 5292.562500
	Iteration 7F: 3 clusters Score -7769311 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -7771431.000000 Penalty: 5292.562500
	Iteration 8F: 3 clusters Score -7771431 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -7773279.500000 Penalty: 5292.562500
	Iteration 9F: 3 clusters Score -7773280 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -7774411.500000 Penalty: 5292.562500
	Iteration 10Q: 3 clusters Score -7774412 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -7774997.000000 Penalty: 5292.562500
	Iteration 11Q: 3 clusters Score -7774997 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -7775447.500000 Penalty: 5292.562500
	Iteration 12Q: 3 clusters Score -7775448 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -7775716.000000 Penalty: 5292.562500
	Iteration 13Q: 3 clusters Score -7775716 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -7776017.000000 Penalty: 5292.562500
	Iteration 14Q: 3 clusters Score -7776017 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -7776267.500000 Penalty: 5292.562500
	Iteration 15Q: 3 clusters Score -7776268 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -7776482.000000 Penalty: 5292.562500
	Iteration 16Q: 3 clusters Score -7776482 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -7776619.000000 Penalty: 5292.562500
	Iteration 17Q: 3 clusters Score -7776619 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7776749.000000 Penalty: 5292.562500
	Iteration 18Q: 3 clusters Score -7776749 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -7776857.000000 Penalty: 5292.562500
	Iteration 19Q: 3 clusters Score -7776857 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -7776964.500000 Penalty: 5292.562500
	Iteration 20F: 3 clusters Score -7776964 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -7777032.000000 Penalty: 5292.562500
	Iteration 21Q: 3 clusters Score -7777032 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -7777079.500000 Penalty: 5292.562500
	Iteration 22Q: 3 clusters Score -7777080 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -7777152.000000 Penalty: 5292.562500
	Iteration 23Q: 3 clusters Score -7777152 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -7777250.500000 Penalty: 5292.562500
	Iteration 24Q: 3 clusters Score -7777250 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7777290.500000 Penalty: 5292.562500
	Iteration 25Q: 3 clusters Score -7777290 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -7777329.000000 Penalty: 5292.562500
	Iteration 26Q: 3 clusters Score -7777329 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -7777396.500000 Penalty: 5292.562500
	Iteration 27Q: 3 clusters Score -7777396 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -7777519.000000 Penalty: 5292.562500
	Iteration 28Q: 3 clusters Score -7777519 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -7777560.000000 Penalty: 5292.562500
	Iteration 29Q: 3 clusters Score -7777560 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7777597.000000 Penalty: 5292.562500
	Iteration 30Q: 3 clusters Score -7777597 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -7777656.500000 Penalty: 5292.562500
	Iteration 31Q: 3 clusters Score -7777656 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7777726.000000 Penalty: 5292.562500
	Iteration 32Q: 3 clusters Score -7777726 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -7777807.500000 Penalty: 5292.562500
	Iteration 33Q: 3 clusters Score -7777808 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7777811.500000 Penalty: 5292.562500
	Iteration 34Q: 3 clusters Score -7777812 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7777856.000000 Penalty: 5292.562500
	Iteration 35Q: 3 clusters Score -7777856 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -7777912.500000 Penalty: 5292.562500
	Iteration 36Q: 3 clusters Score -7777912 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -7777965.000000 Penalty: 5292.562500
	Iteration 37Q: 3 clusters Score -7777965 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7778021.500000 Penalty: 5292.562500
	Iteration 38Q: 3 clusters Score -7778022 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -7778051.500000 Penalty: 5292.562500
	Iteration 39Q: 3 clusters Score -7778052 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7778088.500000 Penalty: 5292.562500
	Iteration 40F: 3 clusters Score -7778088 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7778107.500000 Penalty: 5292.562500
	Iteration 41Q: 3 clusters Score -7778108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7778163.500000 Penalty: 5292.562500
	Iteration 42Q: 3 clusters Score -7778164 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7778194.500000 Penalty: 5292.562500
	Iteration 43Q: 3 clusters Score -7778194 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -7778250.000000 Penalty: 5292.562500
	Iteration 44Q: 3 clusters Score -7778250 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7778290.500000 Penalty: 5292.562500
	Iteration 45Q: 3 clusters Score -7778290 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -7778320.500000 Penalty: 5292.562500
	Iteration 46Q: 3 clusters Score -7778320 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -7778308.500000 Penalty: 5292.562500
	Iteration 47Q: 3 clusters Score -7778308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7778318.500000 Penalty: 5292.562500
	Iteration 48Q: 3 clusters Score -7778318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -7778347.000000 Penalty: 5292.562500
	Iteration 49Q: 3 clusters Score -7778347 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -7778336.500000 Penalty: 5292.562500
	Iteration 50Q: 3 clusters Score -7778336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -7778341.000000 Penalty: 5292.562500
	Iteration 51Q: 3 clusters Score -7778341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7778350.500000 Penalty: 5292.562500
	Iteration 52Q: 3 clusters Score -7778350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7778376.000000 Penalty: 5292.562500
	Iteration 53Q: 3 clusters Score -7778376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -7778386.000000 Penalty: 5292.562500
	Iteration 54Q: 3 clusters Score -7778386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -7778381.500000 Penalty: 5292.562500
	Iteration 55Q: 3 clusters Score -7778382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7778398.500000 Penalty: 5292.562500
	Iteration 56Q: 3 clusters Score -7778398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7778375.500000 Penalty: 5292.562500
	Iteration 57Q: 3 clusters Score -7778376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -7778375.500000 Penalty: 5292.562500
	Iteration 58Q: 3 clusters Score -7778376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -7778387.000000 Penalty: 5292.562500
	Iteration 59Q: 3 clusters Score -7778387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -7778407.000000 Penalty: 5292.562500
	Iteration 60F: 3 clusters Score -7778407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -7778404.000000 Penalty: 5292.562500
	Iteration 61Q: 3 clusters Score -7778404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7778419.500000 Penalty: 5292.562500
	Iteration 62Q: 3 clusters Score -7778420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -7778420.000000 Penalty: 5292.562500
	Iteration 63Q: 3 clusters Score -7778420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -7778414.500000 Penalty: 5292.562500
	Iteration 64Q: 3 clusters Score -7778414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -7778420.500000 Penalty: 5292.562500
	Iteration 65Q: 3 clusters Score -7778420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -7778426.500000 Penalty: 5292.562500
	Iteration 66Q: 3 clusters Score -7778426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -7778432.000000 Penalty: 5292.562500
	Iteration 67Q: 3 clusters Score -7778432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -7778433.000000 Penalty: 5292.562500
	Iteration 68Q: 3 clusters Score -7778433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -7778421.000000 Penalty: 5292.562500
	Iteration 69Q: 3 clusters Score -7778421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -7778433.000000 Penalty: 5292.562500
	Iteration 70Q: 3 clusters Score -7778433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -7778443.000000 Penalty: 5292.562500
	Iteration 71Q: 3 clusters Score -7778443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -7778441.500000 Penalty: 5292.562500
	Iteration 72Q: 3 clusters Score -7778442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7778443.000000 Penalty: 5292.562500
	Iteration 73Q: 3 clusters Score -7778443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7778449.500000 Penalty: 5292.562500
	Iteration 74Q: 3 clusters Score -7778450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7778456.000000 Penalty: 5292.562500
	Iteration 75Q: 3 clusters Score -7778456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7778457.000000 Penalty: 5292.562500
	Iteration 76Q: 3 clusters Score -7778457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -7778450.500000 Penalty: 5292.562500
	Iteration 77Q: 3 clusters Score -7778450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7778453.000000 Penalty: 5292.562500
	Iteration 78Q: 3 clusters Score -7778453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7778458.500000 Penalty: 5292.562500
	Iteration 79Q: 3 clusters Score -7778458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -7778455.500000 Penalty: 5292.562500
	Iteration 80F: 3 clusters Score -7778456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Entering Unmasked Estep 
Score: -6551249.500000 Penalty: 2605.725098
	Iteration 0F: 2 clusters Score -6551250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -6526336.000000 Penalty: 5211.450195
	Iteration 0F: 3 clusters Score -6526336 nChanged 16725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -6535557.500000 Penalty: 5211.450195
	Iteration 1F: 3 clusters Score -6535558 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -6536040.500000 Penalty: 5211.450195
	Iteration 2Q: 3 clusters Score -6536040 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -6536584.500000 Penalty: 5211.450195
	Iteration 3Q: 3 clusters Score -6536584 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6537222.500000 Penalty: 5211.450195
	Iteration 4Q: 3 clusters Score -6537222 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -6538121.000000 Penalty: 5211.450195
	Iteration 5Q: 3 clusters Score -6538121 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -6539336.500000 Penalty: 5211.450195
	Iteration 6F: 3 clusters Score -6539336 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -6541200.500000 Penalty: 5211.450195
	Iteration 7F: 3 clusters Score -6541200 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -6543502.500000 Penalty: 5211.450195
	Iteration 8F: 3 clusters Score -6543502 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -6545887.500000 Penalty: 5211.450195
	Iteration 9F: 3 clusters Score -6545888 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -6547595.500000 Penalty: 5211.450195
	Iteration 10Q: 3 clusters Score -6547596 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6548331.000000 Penalty: 5211.450195
	Iteration 11Q: 3 clusters Score -6548331 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -6548653.000000 Penalty: 5211.450195
	Iteration 12Q: 3 clusters Score -6548653 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -6548753.000000 Penalty: 5211.450195
	Iteration 13Q: 3 clusters Score -6548753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -6548818.500000 Penalty: 5211.450195
	Iteration 14Q: 3 clusters Score -6548818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -6548854.000000 Penalty: 5211.450195
	Iteration 15Q: 3 clusters Score -6548854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -6548874.000000 Penalty: 5211.450195
	Iteration 16Q: 3 clusters Score -6548874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -6548883.000000 Penalty: 5211.450195
	Iteration 17Q: 3 clusters Score -6548883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -6548903.500000 Penalty: 5211.450195
	Iteration 18Q: 3 clusters Score -6548904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -6548907.000000 Penalty: 5211.450195
	Iteration 19Q: 3 clusters Score -6548907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -6548919.000000 Penalty: 5211.450195
	Iteration 20F: 3 clusters Score -6548919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -6548926.000000 Penalty: 5211.450195
	Iteration 21Q: 3 clusters Score -6548926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -6548926.000000 Penalty: 5211.450195
	Iteration 22F: 3 clusters Score -6548926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -105959.062500 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -105959.1 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 336 members 
Entering Unmasked Estep 
Score: -104303.742188 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -104303.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104540.320312 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -104540.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104628.265625 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -104628.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -104657.437500 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -104657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104667.593750 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -104667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104670.992188 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -104671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104672.968750 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -104673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104673.617188 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -104673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104673.617188 Penalty: 3197.863525
	Iteration 8F: 3 clusters Score -104673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Entering Unmasked Estep 
Score: -8654593.000000 Penalty: 2674.212402
	Iteration 0F: 2 clusters Score -8654593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -8624182.000000 Penalty: 5348.424805
	Iteration 0F: 3 clusters Score -8624182 nChanged 22305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8636726.000000 Penalty: 5348.424805
	Iteration 1F: 3 clusters Score -8636726 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -8637304.000000 Penalty: 5348.424805
	Iteration 2Q: 3 clusters Score -8637304 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -8637838.000000 Penalty: 5348.424805
	Iteration 3Q: 3 clusters Score -8637838 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -8638490.000000 Penalty: 5348.424805
	Iteration 4Q: 3 clusters Score -8638490 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -8639366.000000 Penalty: 5348.424805
	Iteration 5Q: 3 clusters Score -8639366 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -8640635.000000 Penalty: 5348.424805
	Iteration 6F: 3 clusters Score -8640635 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -8642680.000000 Penalty: 5348.424805
	Iteration 7F: 3 clusters Score -8642680 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -8645409.000000 Penalty: 5348.424805
	Iteration 8F: 3 clusters Score -8645409 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -8648447.000000 Penalty: 5348.424805
	Iteration 9F: 3 clusters Score -8648447 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8650497.000000 Penalty: 5348.424805
	Iteration 10F: 3 clusters Score -8650497 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8651441.000000 Penalty: 5348.424805
	Iteration 11Q: 3 clusters Score -8651441 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8651872.000000 Penalty: 5348.424805
	Iteration 12Q: 3 clusters Score -8651872 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8652081.000000 Penalty: 5348.424805
	Iteration 13Q: 3 clusters Score -8652081 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8652201.000000 Penalty: 5348.424805
	Iteration 14Q: 3 clusters Score -8652201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8652257.000000 Penalty: 5348.424805
	Iteration 15Q: 3 clusters Score -8652257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8652288.000000 Penalty: 5348.424805
	Iteration 16Q: 3 clusters Score -8652288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8652309.000000 Penalty: 5348.424805
	Iteration 17Q: 3 clusters Score -8652309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8652332.000000 Penalty: 5348.424805
	Iteration 18Q: 3 clusters Score -8652332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8652349.000000 Penalty: 5348.424805
	Iteration 19Q: 3 clusters Score -8652349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8652357.000000 Penalty: 5348.424805
	Iteration 20F: 3 clusters Score -8652357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8652375.000000 Penalty: 5348.424805
	Iteration 21Q: 3 clusters Score -8652375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8652382.000000 Penalty: 5348.424805
	Iteration 22Q: 3 clusters Score -8652382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8652393.000000 Penalty: 5348.424805
	Iteration 23Q: 3 clusters Score -8652393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8652395.000000 Penalty: 5348.424805
	Iteration 24Q: 3 clusters Score -8652395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8652395.000000 Penalty: 5348.424805
	Iteration 25F: 3 clusters Score -8652395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -2048103.375000 Penalty: 2326.804199
	Iteration 0F: 2 clusters Score -2048103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2039259.625000 Penalty: 4653.608398
	Iteration 0F: 3 clusters Score -2039260 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2042005.000000 Penalty: 4653.608398
	Iteration 1F: 3 clusters Score -2042005 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2042534.125000 Penalty: 4653.608398
	Iteration 2F: 3 clusters Score -2042534 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2043010.250000 Penalty: 4653.608398
	Iteration 3F: 3 clusters Score -2043010 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2043398.250000 Penalty: 4653.608398
	Iteration 4F: 3 clusters Score -2043398 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2043691.875000 Penalty: 4653.608398
	Iteration 5Q: 3 clusters Score -2043692 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2043925.125000 Penalty: 4653.608398
	Iteration 6Q: 3 clusters Score -2043925 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2044151.375000 Penalty: 4653.608398
	Iteration 7Q: 3 clusters Score -2044151 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2044392.250000 Penalty: 4653.608398
	Iteration 8Q: 3 clusters Score -2044392 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2044618.125000 Penalty: 4653.608398
	Iteration 9Q: 3 clusters Score -2044618 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2044817.000000 Penalty: 4653.608398
	Iteration 10Q: 3 clusters Score -2044817 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2044995.125000 Penalty: 4653.608398
	Iteration 11Q: 3 clusters Score -2044995 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2045135.750000 Penalty: 4653.608398
	Iteration 12Q: 3 clusters Score -2045136 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2045250.500000 Penalty: 4653.608398
	Iteration 13Q: 3 clusters Score -2045250 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2045345.500000 Penalty: 4653.608398
	Iteration 14Q: 3 clusters Score -2045346 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2045426.125000 Penalty: 4653.608398
	Iteration 15Q: 3 clusters Score -2045426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2045487.625000 Penalty: 4653.608398
	Iteration 16Q: 3 clusters Score -2045488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2045548.500000 Penalty: 4653.608398
	Iteration 17Q: 3 clusters Score -2045548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2045611.750000 Penalty: 4653.608398
	Iteration 18Q: 3 clusters Score -2045612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2045669.625000 Penalty: 4653.608398
	Iteration 19Q: 3 clusters Score -2045670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2045716.625000 Penalty: 4653.608398
	Iteration 20F: 3 clusters Score -2045717 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2045750.125000 Penalty: 4653.608398
	Iteration 21Q: 3 clusters Score -2045750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2045789.875000 Penalty: 4653.608398
	Iteration 22Q: 3 clusters Score -2045790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2045806.375000 Penalty: 4653.608398
	Iteration 23Q: 3 clusters Score -2045806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2045825.000000 Penalty: 4653.608398
	Iteration 24Q: 3 clusters Score -2045825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2045854.000000 Penalty: 4653.608398
	Iteration 25Q: 3 clusters Score -2045854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2045878.000000 Penalty: 4653.608398
	Iteration 26Q: 3 clusters Score -2045878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2045884.250000 Penalty: 4653.608398
	Iteration 27Q: 3 clusters Score -2045884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2045901.375000 Penalty: 4653.608398
	Iteration 28Q: 3 clusters Score -2045901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2045911.250000 Penalty: 4653.608398
	Iteration 29Q: 3 clusters Score -2045911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2045919.500000 Penalty: 4653.608398
	Iteration 30Q: 3 clusters Score -2045920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2045931.625000 Penalty: 4653.608398
	Iteration 31Q: 3 clusters Score -2045932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2045951.500000 Penalty: 4653.608398
	Iteration 32Q: 3 clusters Score -2045952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2045969.000000 Penalty: 4653.608398
	Iteration 33Q: 3 clusters Score -2045969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2045985.750000 Penalty: 4653.608398
	Iteration 34Q: 3 clusters Score -2045986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2046015.875000 Penalty: 4653.608398
	Iteration 35Q: 3 clusters Score -2046016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2046044.500000 Penalty: 4653.608398
	Iteration 36Q: 3 clusters Score -2046044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2046066.375000 Penalty: 4653.608398
	Iteration 37Q: 3 clusters Score -2046066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2046089.000000 Penalty: 4653.608398
	Iteration 38Q: 3 clusters Score -2046089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2046097.500000 Penalty: 4653.608398
	Iteration 39Q: 3 clusters Score -2046098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2046109.750000 Penalty: 4653.608398
	Iteration 40F: 3 clusters Score -2046110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2046123.375000 Penalty: 4653.608398
	Iteration 41Q: 3 clusters Score -2046123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2046136.000000 Penalty: 4653.608398
	Iteration 42Q: 3 clusters Score -2046136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2046142.625000 Penalty: 4653.608398
	Iteration 43Q: 3 clusters Score -2046143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2046153.250000 Penalty: 4653.608398
	Iteration 44Q: 3 clusters Score -2046153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2046164.375000 Penalty: 4653.608398
	Iteration 45Q: 3 clusters Score -2046164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2046182.000000 Penalty: 4653.608398
	Iteration 46Q: 3 clusters Score -2046182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2046198.375000 Penalty: 4653.608398
	Iteration 47Q: 3 clusters Score -2046198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2046212.000000 Penalty: 4653.608398
	Iteration 48Q: 3 clusters Score -2046212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2046222.000000 Penalty: 4653.608398
	Iteration 49Q: 3 clusters Score -2046222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2046235.500000 Penalty: 4653.608398
	Iteration 50Q: 3 clusters Score -2046236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2046252.875000 Penalty: 4653.608398
	Iteration 51Q: 3 clusters Score -2046253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2046265.000000 Penalty: 4653.608398
	Iteration 52Q: 3 clusters Score -2046265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2046282.125000 Penalty: 4653.608398
	Iteration 53Q: 3 clusters Score -2046282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2046302.625000 Penalty: 4653.608398
	Iteration 54Q: 3 clusters Score -2046303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2046323.000000 Penalty: 4653.608398
	Iteration 55Q: 3 clusters Score -2046323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2046337.125000 Penalty: 4653.608398
	Iteration 56Q: 3 clusters Score -2046337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2046354.000000 Penalty: 4653.608398
	Iteration 57Q: 3 clusters Score -2046354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2046366.250000 Penalty: 4653.608398
	Iteration 58Q: 3 clusters Score -2046366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2046374.625000 Penalty: 4653.608398
	Iteration 59Q: 3 clusters Score -2046375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2046387.375000 Penalty: 4653.608398
	Iteration 60F: 3 clusters Score -2046387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2046399.125000 Penalty: 4653.608398
	Iteration 61Q: 3 clusters Score -2046399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2046399.875000 Penalty: 4653.608398
	Iteration 62Q: 3 clusters Score -2046400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2046408.250000 Penalty: 4653.608398
	Iteration 63Q: 3 clusters Score -2046408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2046411.375000 Penalty: 4653.608398
	Iteration 64Q: 3 clusters Score -2046411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2046416.375000 Penalty: 4653.608398
	Iteration 65Q: 3 clusters Score -2046416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2046426.375000 Penalty: 4653.608398
	Iteration 66Q: 3 clusters Score -2046426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2046432.000000 Penalty: 4653.608398
	Iteration 67Q: 3 clusters Score -2046432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2046437.750000 Penalty: 4653.608398
	Iteration 68Q: 3 clusters Score -2046438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2046442.750000 Penalty: 4653.608398
	Iteration 69Q: 3 clusters Score -2046443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2046442.875000 Penalty: 4653.608398
	Iteration 70Q: 3 clusters Score -2046443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2046444.625000 Penalty: 4653.608398
	Iteration 71Q: 3 clusters Score -2046445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2046453.125000 Penalty: 4653.608398
	Iteration 72Q: 3 clusters Score -2046453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2046459.250000 Penalty: 4653.608398
	Iteration 73Q: 3 clusters Score -2046459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2046464.750000 Penalty: 4653.608398
	Iteration 74Q: 3 clusters Score -2046465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2046469.500000 Penalty: 4653.608398
	Iteration 75Q: 3 clusters Score -2046470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2046471.750000 Penalty: 4653.608398
	Iteration 76Q: 3 clusters Score -2046472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2046475.625000 Penalty: 4653.608398
	Iteration 77Q: 3 clusters Score -2046476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2046478.625000 Penalty: 4653.608398
	Iteration 78Q: 3 clusters Score -2046479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2046478.875000 Penalty: 4653.608398
	Iteration 79Q: 3 clusters Score -2046479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2046478.625000 Penalty: 4653.608398
	Iteration 80F: 3 clusters Score -2046479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2046478.875000 Penalty: 4653.608398
	Iteration 81Q: 3 clusters Score -2046479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2046481.500000 Penalty: 4653.608398
	Iteration 82Q: 3 clusters Score -2046482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2046481.000000 Penalty: 4653.608398
	Iteration 83Q: 3 clusters Score -2046481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2046480.000000 Penalty: 4653.608398
	Iteration 84Q: 3 clusters Score -2046480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2046480.375000 Penalty: 4653.608398
	Iteration 85Q: 3 clusters Score -2046480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2046482.500000 Penalty: 4653.608398
	Iteration 86Q: 3 clusters Score -2046482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2046482.500000 Penalty: 4653.608398
	Iteration 87F: 3 clusters Score -2046482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Entering Unmasked Estep 
Score: -7296524.500000 Penalty: 2631.107422
	Iteration 0F: 2 clusters Score -7296524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -7269416.500000 Penalty: 5262.214844
	Iteration 0F: 3 clusters Score -7269416 nChanged 18590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -7279580.000000 Penalty: 5262.214844
	Iteration 1F: 3 clusters Score -7279580 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -7280005.000000 Penalty: 5262.214844
	Iteration 2Q: 3 clusters Score -7280005 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -7280479.000000 Penalty: 5262.214844
	Iteration 3Q: 3 clusters Score -7280479 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -7280922.500000 Penalty: 5262.214844
	Iteration 4Q: 3 clusters Score -7280922 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -7281575.000000 Penalty: 5262.214844
	Iteration 5Q: 3 clusters Score -7281575 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7282600.500000 Penalty: 5262.214844
	Iteration 6Q: 3 clusters Score -7282600 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -7284233.000000 Penalty: 5262.214844
	Iteration 7F: 3 clusters Score -7284233 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -7286500.000000 Penalty: 5262.214844
	Iteration 8F: 3 clusters Score -7286500 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7289196.500000 Penalty: 5262.214844
	Iteration 9F: 3 clusters Score -7289196 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7291679.500000 Penalty: 5262.214844
	Iteration 10F: 3 clusters Score -7291680 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7293149.000000 Penalty: 5262.214844
	Iteration 11Q: 3 clusters Score -7293149 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7293685.000000 Penalty: 5262.214844
	Iteration 12Q: 3 clusters Score -7293685 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7293915.500000 Penalty: 5262.214844
	Iteration 13Q: 3 clusters Score -7293916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7294024.000000 Penalty: 5262.214844
	Iteration 14Q: 3 clusters Score -7294024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7294077.000000 Penalty: 5262.214844
	Iteration 15Q: 3 clusters Score -7294077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7294113.500000 Penalty: 5262.214844
	Iteration 16Q: 3 clusters Score -7294114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7294132.500000 Penalty: 5262.214844
	Iteration 17Q: 3 clusters Score -7294132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7294156.000000 Penalty: 5262.214844
	Iteration 18Q: 3 clusters Score -7294156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7294180.000000 Penalty: 5262.214844
	Iteration 19Q: 3 clusters Score -7294180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7294191.500000 Penalty: 5262.214844
	Iteration 20F: 3 clusters Score -7294192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7294195.500000 Penalty: 5262.214844
	Iteration 21Q: 3 clusters Score -7294196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7294199.500000 Penalty: 5262.214844
	Iteration 22Q: 3 clusters Score -7294200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7294199.500000 Penalty: 5262.214844
	Iteration 23F: 3 clusters Score -7294200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Entering Unmasked Estep 
Score: -7765026.000000 Penalty: 2641.724854
	Iteration 0F: 2 clusters Score -7765026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -7737558.500000 Penalty: 5283.449707
	Iteration 0F: 3 clusters Score -7737558 nChanged 19311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -7748239.000000 Penalty: 5283.449707
	Iteration 1F: 3 clusters Score -7748239 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -7748783.500000 Penalty: 5283.449707
	Iteration 2Q: 3 clusters Score -7748784 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -7749318.500000 Penalty: 5283.449707
	Iteration 3Q: 3 clusters Score -7749318 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -7750104.000000 Penalty: 5283.449707
	Iteration 4Q: 3 clusters Score -7750104 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -7751254.000000 Penalty: 5283.449707
	Iteration 5F: 3 clusters Score -7751254 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -7753025.000000 Penalty: 5283.449707
	Iteration 6F: 3 clusters Score -7753025 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -7755465.500000 Penalty: 5283.449707
	Iteration 7F: 3 clusters Score -7755466 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -7758234.500000 Penalty: 5283.449707
	Iteration 8F: 3 clusters Score -7758234 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7760415.500000 Penalty: 5283.449707
	Iteration 9F: 3 clusters Score -7760416 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7761670.000000 Penalty: 5283.449707
	Iteration 10Q: 3 clusters Score -7761670 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7762231.500000 Penalty: 5283.449707
	Iteration 11Q: 3 clusters Score -7762232 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7762444.000000 Penalty: 5283.449707
	Iteration 12Q: 3 clusters Score -7762444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7762544.000000 Penalty: 5283.449707
	Iteration 13Q: 3 clusters Score -7762544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7762604.500000 Penalty: 5283.449707
	Iteration 14Q: 3 clusters Score -7762604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7762650.500000 Penalty: 5283.449707
	Iteration 15Q: 3 clusters Score -7762650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7762678.000000 Penalty: 5283.449707
	Iteration 16Q: 3 clusters Score -7762678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7762690.500000 Penalty: 5283.449707
	Iteration 17Q: 3 clusters Score -7762690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7762701.000000 Penalty: 5283.449707
	Iteration 18Q: 3 clusters Score -7762701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7762712.000000 Penalty: 5283.449707
	Iteration 19Q: 3 clusters Score -7762712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7762721.500000 Penalty: 5283.449707
	Iteration 20F: 3 clusters Score -7762722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7762721.500000 Penalty: 5283.449707
	Iteration 21Q: 3 clusters Score -7762722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7762727.500000 Penalty: 5283.449707
	Iteration 22Q: 3 clusters Score -7762728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7762727.500000 Penalty: 5283.449707
	Iteration 23F: 3 clusters Score -7762728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Entering Unmasked Estep 
Score: -2694803.500000 Penalty: 2399.575439
	Iteration 0F: 2 clusters Score -2694804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2683246.000000 Penalty: 4799.150879
	Iteration 0F: 3 clusters Score -2683246 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2687332.250000 Penalty: 4799.150879
	Iteration 1F: 3 clusters Score -2687332 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2688253.500000 Penalty: 4799.150879
	Iteration 2F: 3 clusters Score -2688254 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2689186.000000 Penalty: 4799.150879
	Iteration 3F: 3 clusters Score -2689186 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2690020.250000 Penalty: 4799.150879
	Iteration 4F: 3 clusters Score -2690020 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2690648.000000 Penalty: 4799.150879
	Iteration 5F: 3 clusters Score -2690648 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2691113.000000 Penalty: 4799.150879
	Iteration 6F: 3 clusters Score -2691113 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2691434.750000 Penalty: 4799.150879
	Iteration 7Q: 3 clusters Score -2691435 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2691691.750000 Penalty: 4799.150879
	Iteration 8Q: 3 clusters Score -2691692 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2691926.250000 Penalty: 4799.150879
	Iteration 9Q: 3 clusters Score -2691926 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2692131.000000 Penalty: 4799.150879
	Iteration 10Q: 3 clusters Score -2692131 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2692310.500000 Penalty: 4799.150879
	Iteration 11Q: 3 clusters Score -2692310 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2692486.000000 Penalty: 4799.150879
	Iteration 12Q: 3 clusters Score -2692486 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2692664.250000 Penalty: 4799.150879
	Iteration 13Q: 3 clusters Score -2692664 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2692857.750000 Penalty: 4799.150879
	Iteration 14Q: 3 clusters Score -2692858 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2693055.250000 Penalty: 4799.150879
	Iteration 15Q: 3 clusters Score -2693055 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2693250.250000 Penalty: 4799.150879
	Iteration 16Q: 3 clusters Score -2693250 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2693380.000000 Penalty: 4799.150879
	Iteration 17Q: 3 clusters Score -2693380 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2693482.750000 Penalty: 4799.150879
	Iteration 18Q: 3 clusters Score -2693483 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2693564.250000 Penalty: 4799.150879
	Iteration 19Q: 3 clusters Score -2693564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2693625.000000 Penalty: 4799.150879
	Iteration 20F: 3 clusters Score -2693625 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2693661.750000 Penalty: 4799.150879
	Iteration 21Q: 3 clusters Score -2693662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2693697.000000 Penalty: 4799.150879
	Iteration 22Q: 3 clusters Score -2693697 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2693722.000000 Penalty: 4799.150879
	Iteration 23Q: 3 clusters Score -2693722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2693733.000000 Penalty: 4799.150879
	Iteration 24Q: 3 clusters Score -2693733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2693745.000000 Penalty: 4799.150879
	Iteration 25Q: 3 clusters Score -2693745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2693750.500000 Penalty: 4799.150879
	Iteration 26Q: 3 clusters Score -2693750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2693769.000000 Penalty: 4799.150879
	Iteration 27Q: 3 clusters Score -2693769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2693773.000000 Penalty: 4799.150879
	Iteration 28Q: 3 clusters Score -2693773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2693779.500000 Penalty: 4799.150879
	Iteration 29Q: 3 clusters Score -2693780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2693782.000000 Penalty: 4799.150879
	Iteration 30Q: 3 clusters Score -2693782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2693790.750000 Penalty: 4799.150879
	Iteration 31Q: 3 clusters Score -2693791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2693788.500000 Penalty: 4799.150879
	Iteration 32Q: 3 clusters Score -2693788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2693794.750000 Penalty: 4799.150879
	Iteration 33Q: 3 clusters Score -2693795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2693794.000000 Penalty: 4799.150879
	Iteration 34Q: 3 clusters Score -2693794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2693795.500000 Penalty: 4799.150879
	Iteration 35Q: 3 clusters Score -2693796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2693796.500000 Penalty: 4799.150879
	Iteration 36Q: 3 clusters Score -2693796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2693795.000000 Penalty: 4799.150879
	Iteration 37Q: 3 clusters Score -2693795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2693797.750000 Penalty: 4799.150879
	Iteration 38Q: 3 clusters Score -2693798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2693799.000000 Penalty: 4799.150879
	Iteration 39Q: 3 clusters Score -2693799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2693797.000000 Penalty: 4799.150879
	Iteration 40F: 3 clusters Score -2693797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2693798.250000 Penalty: 4799.150879
	Iteration 41Q: 3 clusters Score -2693798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2693795.500000 Penalty: 4799.150879
	Iteration 42Q: 3 clusters Score -2693796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2693799.250000 Penalty: 4799.150879
	Iteration 43Q: 3 clusters Score -2693799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2693796.500000 Penalty: 4799.150879
	Iteration 44Q: 3 clusters Score -2693796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2693791.750000 Penalty: 4799.150879
	Iteration 45Q: 3 clusters Score -2693792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2693797.500000 Penalty: 4799.150879
	Iteration 46Q: 3 clusters Score -2693798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2693797.250000 Penalty: 4799.150879
	Iteration 47Q: 3 clusters Score -2693797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2693797.250000 Penalty: 4799.150879
	Iteration 48F: 3 clusters Score -2693797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Entering Unmasked Estep 
Score: -8903483.000000 Penalty: 2681.792480
	Iteration 0F: 2 clusters Score -8903483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -8873148.000000 Penalty: 5363.584961
	Iteration 0F: 3 clusters Score -8873148 nChanged 22888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -8885521.000000 Penalty: 5363.584961
	Iteration 1F: 3 clusters Score -8885521 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -8886065.000000 Penalty: 5363.584961
	Iteration 2Q: 3 clusters Score -8886065 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -8886747.000000 Penalty: 5363.584961
	Iteration 3Q: 3 clusters Score -8886747 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -8887489.000000 Penalty: 5363.584961
	Iteration 4Q: 3 clusters Score -8887489 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -8888581.000000 Penalty: 5363.584961
	Iteration 5Q: 3 clusters Score -8888581 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -8890040.000000 Penalty: 5363.584961
	Iteration 6F: 3 clusters Score -8890040 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -8892069.000000 Penalty: 5363.584961
	Iteration 7F: 3 clusters Score -8892069 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -8894696.000000 Penalty: 5363.584961
	Iteration 8F: 3 clusters Score -8894696 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -8897140.000000 Penalty: 5363.584961
	Iteration 9F: 3 clusters Score -8897140 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -8898791.000000 Penalty: 5363.584961
	Iteration 10F: 3 clusters Score -8898791 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -8899802.000000 Penalty: 5363.584961
	Iteration 11Q: 3 clusters Score -8899802 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -8900409.000000 Penalty: 5363.584961
	Iteration 12Q: 3 clusters Score -8900409 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -8900720.000000 Penalty: 5363.584961
	Iteration 13Q: 3 clusters Score -8900720 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -8900909.000000 Penalty: 5363.584961
	Iteration 14Q: 3 clusters Score -8900909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -8900979.000000 Penalty: 5363.584961
	Iteration 15Q: 3 clusters Score -8900979 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -8901037.000000 Penalty: 5363.584961
	Iteration 16Q: 3 clusters Score -8901037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -8901101.000000 Penalty: 5363.584961
	Iteration 17Q: 3 clusters Score -8901101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -8901175.000000 Penalty: 5363.584961
	Iteration 18Q: 3 clusters Score -8901175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -8901195.000000 Penalty: 5363.584961
	Iteration 19Q: 3 clusters Score -8901195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -8901223.000000 Penalty: 5363.584961
	Iteration 20F: 3 clusters Score -8901223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -8901237.000000 Penalty: 5363.584961
	Iteration 21Q: 3 clusters Score -8901237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -8901238.000000 Penalty: 5363.584961
	Iteration 22Q: 3 clusters Score -8901238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -8901242.000000 Penalty: 5363.584961
	Iteration 23Q: 3 clusters Score -8901242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -8901256.000000 Penalty: 5363.584961
	Iteration 24Q: 3 clusters Score -8901256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -8901269.000000 Penalty: 5363.584961
	Iteration 25Q: 3 clusters Score -8901269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -8901263.000000 Penalty: 5363.584961
	Iteration 26Q: 3 clusters Score -8901263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -8901272.000000 Penalty: 5363.584961
	Iteration 27Q: 3 clusters Score -8901272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -8901282.000000 Penalty: 5363.584961
	Iteration 28Q: 3 clusters Score -8901282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -8901276.000000 Penalty: 5363.584961
	Iteration 29Q: 3 clusters Score -8901276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -8901276.000000 Penalty: 5363.584961
	Iteration 30F: 3 clusters Score -8901276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Entering Unmasked Estep 
Score: -8729452.000000 Penalty: 2677.305908
	Iteration 0F: 2 clusters Score -8729452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -8697969.000000 Penalty: 5354.611816
	Iteration 0F: 3 clusters Score -8697969 nChanged 22524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -8710132.000000 Penalty: 5354.611816
	Iteration 1F: 3 clusters Score -8710132 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8710655.000000 Penalty: 5354.611816
	Iteration 2Q: 3 clusters Score -8710655 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -8711204.000000 Penalty: 5354.611816
	Iteration 3Q: 3 clusters Score -8711204 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -8711712.000000 Penalty: 5354.611816
	Iteration 4Q: 3 clusters Score -8711712 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -8712262.000000 Penalty: 5354.611816
	Iteration 5Q: 3 clusters Score -8712262 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8712934.000000 Penalty: 5354.611816
	Iteration 6Q: 3 clusters Score -8712934 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -8713783.000000 Penalty: 5354.611816
	Iteration 7Q: 3 clusters Score -8713783 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -8714853.000000 Penalty: 5354.611816
	Iteration 8Q: 3 clusters Score -8714853 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -8716326.000000 Penalty: 5354.611816
	Iteration 9F: 3 clusters Score -8716326 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -8717978.000000 Penalty: 5354.611816
	Iteration 10F: 3 clusters Score -8717978 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -8719709.000000 Penalty: 5354.611816
	Iteration 11F: 3 clusters Score -8719709 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -8721069.000000 Penalty: 5354.611816
	Iteration 12Q: 3 clusters Score -8721069 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -8721954.000000 Penalty: 5354.611816
	Iteration 13Q: 3 clusters Score -8721954 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -8722608.000000 Penalty: 5354.611816
	Iteration 14Q: 3 clusters Score -8722608 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -8722974.000000 Penalty: 5354.611816
	Iteration 15Q: 3 clusters Score -8722974 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -8723287.000000 Penalty: 5354.611816
	Iteration 16Q: 3 clusters Score -8723287 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -8723549.000000 Penalty: 5354.611816
	Iteration 17Q: 3 clusters Score -8723549 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -8723801.000000 Penalty: 5354.611816
	Iteration 18Q: 3 clusters Score -8723801 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -8724075.000000 Penalty: 5354.611816
	Iteration 19Q: 3 clusters Score -8724075 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -8724328.000000 Penalty: 5354.611816
	Iteration 20F: 3 clusters Score -8724328 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -8724593.000000 Penalty: 5354.611816
	Iteration 21Q: 3 clusters Score -8724593 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -8724930.000000 Penalty: 5354.611816
	Iteration 22Q: 3 clusters Score -8724930 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -8725189.000000 Penalty: 5354.611816
	Iteration 23Q: 3 clusters Score -8725189 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -8725493.000000 Penalty: 5354.611816
	Iteration 24Q: 3 clusters Score -8725493 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -8725740.000000 Penalty: 5354.611816
	Iteration 25Q: 3 clusters Score -8725740 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -8725988.000000 Penalty: 5354.611816
	Iteration 26Q: 3 clusters Score -8725988 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -8726271.000000 Penalty: 5354.611816
	Iteration 27Q: 3 clusters Score -8726271 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -8726466.000000 Penalty: 5354.611816
	Iteration 28Q: 3 clusters Score -8726466 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -8726620.000000 Penalty: 5354.611816
	Iteration 29Q: 3 clusters Score -8726620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8726767.000000 Penalty: 5354.611816
	Iteration 30Q: 3 clusters Score -8726767 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8726848.000000 Penalty: 5354.611816
	Iteration 31Q: 3 clusters Score -8726848 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8726980.000000 Penalty: 5354.611816
	Iteration 32Q: 3 clusters Score -8726980 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -8727050.000000 Penalty: 5354.611816
	Iteration 33Q: 3 clusters Score -8727050 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8727148.000000 Penalty: 5354.611816
	Iteration 34Q: 3 clusters Score -8727148 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8727221.000000 Penalty: 5354.611816
	Iteration 35Q: 3 clusters Score -8727221 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8727312.000000 Penalty: 5354.611816
	Iteration 36Q: 3 clusters Score -8727312 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8727341.000000 Penalty: 5354.611816
	Iteration 37Q: 3 clusters Score -8727341 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8727400.000000 Penalty: 5354.611816
	Iteration 38Q: 3 clusters Score -8727400 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8727437.000000 Penalty: 5354.611816
	Iteration 39Q: 3 clusters Score -8727437 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8727457.000000 Penalty: 5354.611816
	Iteration 40F: 3 clusters Score -8727457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8727482.000000 Penalty: 5354.611816
	Iteration 41Q: 3 clusters Score -8727482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8727506.000000 Penalty: 5354.611816
	Iteration 42Q: 3 clusters Score -8727506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8727512.000000 Penalty: 5354.611816
	Iteration 43Q: 3 clusters Score -8727512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8727529.000000 Penalty: 5354.611816
	Iteration 44Q: 3 clusters Score -8727529 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8727554.000000 Penalty: 5354.611816
	Iteration 45Q: 3 clusters Score -8727554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8727541.000000 Penalty: 5354.611816
	Iteration 46Q: 3 clusters Score -8727541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8727538.000000 Penalty: 5354.611816
	Iteration 47Q: 3 clusters Score -8727538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8727556.000000 Penalty: 5354.611816
	Iteration 48Q: 3 clusters Score -8727556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8727548.000000 Penalty: 5354.611816
	Iteration 49Q: 3 clusters Score -8727548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8727550.000000 Penalty: 5354.611816
	Iteration 50Q: 3 clusters Score -8727550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8727562.000000 Penalty: 5354.611816
	Iteration 51Q: 3 clusters Score -8727562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8727570.000000 Penalty: 5354.611816
	Iteration 52Q: 3 clusters Score -8727570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8727571.000000 Penalty: 5354.611816
	Iteration 53Q: 3 clusters Score -8727571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8727577.000000 Penalty: 5354.611816
	Iteration 54Q: 3 clusters Score -8727577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8727574.000000 Penalty: 5354.611816
	Iteration 55Q: 3 clusters Score -8727574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8727587.000000 Penalty: 5354.611816
	Iteration 56Q: 3 clusters Score -8727587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8727590.000000 Penalty: 5354.611816
	Iteration 57Q: 3 clusters Score -8727590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8727592.000000 Penalty: 5354.611816
	Iteration 58Q: 3 clusters Score -8727592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8727602.000000 Penalty: 5354.611816
	Iteration 59Q: 3 clusters Score -8727602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8727606.000000 Penalty: 5354.611816
	Iteration 60F: 3 clusters Score -8727606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8727618.000000 Penalty: 5354.611816
	Iteration 61Q: 3 clusters Score -8727618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8727624.000000 Penalty: 5354.611816
	Iteration 62Q: 3 clusters Score -8727624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8727645.000000 Penalty: 5354.611816
	Iteration 63Q: 3 clusters Score -8727645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8727637.000000 Penalty: 5354.611816
	Iteration 64Q: 3 clusters Score -8727637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8727640.000000 Penalty: 5354.611816
	Iteration 65Q: 3 clusters Score -8727640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8727651.000000 Penalty: 5354.611816
	Iteration 66Q: 3 clusters Score -8727651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8727656.000000 Penalty: 5354.611816
	Iteration 67Q: 3 clusters Score -8727656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8727667.000000 Penalty: 5354.611816
	Iteration 68Q: 3 clusters Score -8727667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8727660.000000 Penalty: 5354.611816
	Iteration 69Q: 3 clusters Score -8727660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8727663.000000 Penalty: 5354.611816
	Iteration 70Q: 3 clusters Score -8727663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8727664.000000 Penalty: 5354.611816
	Iteration 71Q: 3 clusters Score -8727664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8727654.000000 Penalty: 5354.611816
	Iteration 72Q: 3 clusters Score -8727654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8727663.000000 Penalty: 5354.611816
	Iteration 73Q: 3 clusters Score -8727663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8727673.000000 Penalty: 5354.611816
	Iteration 74Q: 3 clusters Score -8727673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8727676.000000 Penalty: 5354.611816
	Iteration 75Q: 3 clusters Score -8727676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8727677.000000 Penalty: 5354.611816
	Iteration 76Q: 3 clusters Score -8727677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8727675.000000 Penalty: 5354.611816
	Iteration 77Q: 3 clusters Score -8727675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8727671.000000 Penalty: 5354.611816
	Iteration 78Q: 3 clusters Score -8727671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8727669.000000 Penalty: 5354.611816
	Iteration 79Q: 3 clusters Score -8727669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8727674.000000 Penalty: 5354.611816
	Iteration 80F: 3 clusters Score -8727674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8727676.000000 Penalty: 5354.611816
	Iteration 81Q: 3 clusters Score -8727676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8727681.000000 Penalty: 5354.611816
	Iteration 82Q: 3 clusters Score -8727681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8727675.000000 Penalty: 5354.611816
	Iteration 83Q: 3 clusters Score -8727675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8727682.000000 Penalty: 5354.611816
	Iteration 84Q: 3 clusters Score -8727682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8727674.000000 Penalty: 5354.611816
	Iteration 85Q: 3 clusters Score -8727674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8727674.000000 Penalty: 5354.611816
	Iteration 86Q: 3 clusters Score -8727674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8727679.000000 Penalty: 5354.611816
	Iteration 87Q: 3 clusters Score -8727679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8727679.000000 Penalty: 5354.611816
	Iteration 88F: 3 clusters Score -8727679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 251 members 
Entering Unmasked Estep 
Score: -40992.742188 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -40992.74 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41286.808594 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41286.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41389.292969 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -41389.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41450.984375 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -41450.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41547.074219 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -41547.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41612.757812 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -41612.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41765.421875 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -41765.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41901.609375 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -41901.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42003.238281 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -42003.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42038.828125 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -42038.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42071.953125 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -42071.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42087.871094 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -42087.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42125.750000 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -42125.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42340.597656 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -42340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42428.128906 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -42428.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42439.203125 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -42439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42445.039062 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -42445.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42457.042969 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -42457.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42461.886719 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -42461.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42477.375000 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -42477.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42488.546875 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -42488.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42494.507812 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -42494.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42494.507812 Penalty: 3080.457520
	Iteration 22F: 3 clusters Score -42494.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 41130 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14084 members 
Mstep: Class 5 contains 17199 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41134 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 10 contains 49641 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 35725 members 
Mstep: Class 14 contains 43066 members 
Mstep: Class 15 contains 36569 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48200 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 40510 members 
Mstep: Class 20 contains 42282 members 
Mstep: Class 21 contains 15926 members 
Mstep: Class 22 contains 49696 members 
Mstep: Class 23 contains 48805 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 46977 members 
Mstep: Class 26 contains 20416 members 
Mstep: Class 27 contains 42029 members 
Mstep: Class 28 contains 42146 members 
Mstep: Class 29 contains 37279 members 
Mstep: Class 30 contains 48672 members 
Mstep: Class 31 contains 23821 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 13983 members 
Mstep: Class 34 contains 68907 members 
Mstep: Class 35 contains 40560 members 
Mstep: Class 36 contains 45606 members 
Mstep: Class 37 contains 4837 members 
Mstep: Class 38 contains 45976 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42024 members 
Mstep: Class 41 contains 144 members 
Entering Unmasked Estep 
Score: -196427440.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196429168.000000 to -196427440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (46977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Entering Unmasked Estep 
Score: -8482608.000000 Penalty: 2667.838623
	Iteration 0F: 2 clusters Score -8482608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8452672.000000 Penalty: 5335.677246
	Iteration 0F: 3 clusters Score -8452672 nChanged 21599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8464672.000000 Penalty: 5335.677246
	Iteration 1F: 3 clusters Score -8464672 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -8465177.000000 Penalty: 5335.677246
	Iteration 2Q: 3 clusters Score -8465177 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -8465702.000000 Penalty: 5335.677246
	Iteration 3Q: 3 clusters Score -8465702 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -8466325.000000 Penalty: 5335.677246
	Iteration 4Q: 3 clusters Score -8466325 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -8467089.000000 Penalty: 5335.677246
	Iteration 5Q: 3 clusters Score -8467089 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -8468392.000000 Penalty: 5335.677246
	Iteration 6F: 3 clusters Score -8468392 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -8470254.000000 Penalty: 5335.677246
	Iteration 7F: 3 clusters Score -8470254 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -8472838.000000 Penalty: 5335.677246
	Iteration 8F: 3 clusters Score -8472838 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -8475803.000000 Penalty: 5335.677246
	Iteration 9F: 3 clusters Score -8475803 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8478107.000000 Penalty: 5335.677246
	Iteration 10F: 3 clusters Score -8478107 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8479271.000000 Penalty: 5335.677246
	Iteration 11Q: 3 clusters Score -8479271 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8479791.000000 Penalty: 5335.677246
	Iteration 12Q: 3 clusters Score -8479791 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8480006.000000 Penalty: 5335.677246
	Iteration 13Q: 3 clusters Score -8480006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8480102.000000 Penalty: 5335.677246
	Iteration 14Q: 3 clusters Score -8480102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8480183.000000 Penalty: 5335.677246
	Iteration 15Q: 3 clusters Score -8480183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8480226.000000 Penalty: 5335.677246
	Iteration 16Q: 3 clusters Score -8480226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8480252.000000 Penalty: 5335.677246
	Iteration 17Q: 3 clusters Score -8480252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8480276.000000 Penalty: 5335.677246
	Iteration 18Q: 3 clusters Score -8480276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8480289.000000 Penalty: 5335.677246
	Iteration 19Q: 3 clusters Score -8480289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8480305.000000 Penalty: 5335.677246
	Iteration 20F: 3 clusters Score -8480305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8480307.000000 Penalty: 5335.677246
	Iteration 21Q: 3 clusters Score -8480307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8480304.000000 Penalty: 5335.677246
	Iteration 22Q: 3 clusters Score -8480304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8480314.000000 Penalty: 5335.677246
	Iteration 23Q: 3 clusters Score -8480314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8480329.000000 Penalty: 5335.677246
	Iteration 24Q: 3 clusters Score -8480329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8480332.000000 Penalty: 5335.677246
	Iteration 25Q: 3 clusters Score -8480332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8480333.000000 Penalty: 5335.677246
	Iteration 26Q: 3 clusters Score -8480333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8480334.000000 Penalty: 5335.677246
	Iteration 27Q: 3 clusters Score -8480334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8480339.000000 Penalty: 5335.677246
	Iteration 28Q: 3 clusters Score -8480339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8480330.000000 Penalty: 5335.677246
	Iteration 29Q: 3 clusters Score -8480330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8480331.000000 Penalty: 5335.677246
	Iteration 30Q: 3 clusters Score -8480331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8480331.000000 Penalty: 5335.677246
	Iteration 31F: 3 clusters Score -8480331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Entering Unmasked Estep 
Score: -3593849.750000 Penalty: 2461.170410
	Iteration 0F: 2 clusters Score -3593850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3579504.250000 Penalty: 4922.340820
	Iteration 0F: 3 clusters Score -3579504 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3584779.250000 Penalty: 4922.340820
	Iteration 1F: 3 clusters Score -3584779 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3585686.750000 Penalty: 4922.340820
	Iteration 2F: 3 clusters Score -3585687 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3586799.000000 Penalty: 4922.340820
	Iteration 3F: 3 clusters Score -3586799 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3588104.000000 Penalty: 4922.340820
	Iteration 4F: 3 clusters Score -3588104 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3589398.000000 Penalty: 4922.340820
	Iteration 5F: 3 clusters Score -3589398 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3590521.750000 Penalty: 4922.340820
	Iteration 6F: 3 clusters Score -3590522 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3591206.250000 Penalty: 4922.340820
	Iteration 7Q: 3 clusters Score -3591206 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3591585.500000 Penalty: 4922.340820
	Iteration 8Q: 3 clusters Score -3591586 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3591789.000000 Penalty: 4922.340820
	Iteration 9Q: 3 clusters Score -3591789 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3591892.500000 Penalty: 4922.340820
	Iteration 10Q: 3 clusters Score -3591892 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3591949.750000 Penalty: 4922.340820
	Iteration 11Q: 3 clusters Score -3591950 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3592011.500000 Penalty: 4922.340820
	Iteration 12Q: 3 clusters Score -3592012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3592035.000000 Penalty: 4922.340820
	Iteration 13Q: 3 clusters Score -3592035 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3592051.750000 Penalty: 4922.340820
	Iteration 14Q: 3 clusters Score -3592052 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3592067.750000 Penalty: 4922.340820
	Iteration 15Q: 3 clusters Score -3592068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3592078.250000 Penalty: 4922.340820
	Iteration 16Q: 3 clusters Score -3592078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3592084.750000 Penalty: 4922.340820
	Iteration 17Q: 3 clusters Score -3592085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3592097.000000 Penalty: 4922.340820
	Iteration 18Q: 3 clusters Score -3592097 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3592115.500000 Penalty: 4922.340820
	Iteration 19Q: 3 clusters Score -3592116 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3592133.500000 Penalty: 4922.340820
	Iteration 20F: 3 clusters Score -3592134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3592160.000000 Penalty: 4922.340820
	Iteration 21Q: 3 clusters Score -3592160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3592186.000000 Penalty: 4922.340820
	Iteration 22Q: 3 clusters Score -3592186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3592198.000000 Penalty: 4922.340820
	Iteration 23Q: 3 clusters Score -3592198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3592207.250000 Penalty: 4922.340820
	Iteration 24Q: 3 clusters Score -3592207 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3592231.750000 Penalty: 4922.340820
	Iteration 25Q: 3 clusters Score -3592232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3592239.750000 Penalty: 4922.340820
	Iteration 26Q: 3 clusters Score -3592240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3592259.500000 Penalty: 4922.340820
	Iteration 27Q: 3 clusters Score -3592260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3592268.000000 Penalty: 4922.340820
	Iteration 28Q: 3 clusters Score -3592268 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3592280.250000 Penalty: 4922.340820
	Iteration 29Q: 3 clusters Score -3592280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3592287.750000 Penalty: 4922.340820
	Iteration 30Q: 3 clusters Score -3592288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3592318.250000 Penalty: 4922.340820
	Iteration 31Q: 3 clusters Score -3592318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3592338.000000 Penalty: 4922.340820
	Iteration 32Q: 3 clusters Score -3592338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3592338.500000 Penalty: 4922.340820
	Iteration 33Q: 3 clusters Score -3592338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3592349.250000 Penalty: 4922.340820
	Iteration 34Q: 3 clusters Score -3592349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3592364.750000 Penalty: 4922.340820
	Iteration 35Q: 3 clusters Score -3592365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3592376.000000 Penalty: 4922.340820
	Iteration 36Q: 3 clusters Score -3592376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3592391.250000 Penalty: 4922.340820
	Iteration 37Q: 3 clusters Score -3592391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3592411.750000 Penalty: 4922.340820
	Iteration 38Q: 3 clusters Score -3592412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3592412.750000 Penalty: 4922.340820
	Iteration 39Q: 3 clusters Score -3592413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3592426.500000 Penalty: 4922.340820
	Iteration 40F: 3 clusters Score -3592426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3592426.750000 Penalty: 4922.340820
	Iteration 41Q: 3 clusters Score -3592427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3592435.000000 Penalty: 4922.340820
	Iteration 42Q: 3 clusters Score -3592435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3592452.250000 Penalty: 4922.340820
	Iteration 43Q: 3 clusters Score -3592452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3592456.000000 Penalty: 4922.340820
	Iteration 44Q: 3 clusters Score -3592456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3592449.000000 Penalty: 4922.340820
	Iteration 45Q: 3 clusters Score -3592449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3592455.000000 Penalty: 4922.340820
	Iteration 46Q: 3 clusters Score -3592455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3592460.750000 Penalty: 4922.340820
	Iteration 47Q: 3 clusters Score -3592461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3592462.750000 Penalty: 4922.340820
	Iteration 48Q: 3 clusters Score -3592463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3592457.750000 Penalty: 4922.340820
	Iteration 49Q: 3 clusters Score -3592458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3592464.500000 Penalty: 4922.340820
	Iteration 50Q: 3 clusters Score -3592464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3592464.250000 Penalty: 4922.340820
	Iteration 51Q: 3 clusters Score -3592464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3592475.000000 Penalty: 4922.340820
	Iteration 52Q: 3 clusters Score -3592475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3592473.750000 Penalty: 4922.340820
	Iteration 53Q: 3 clusters Score -3592474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3592484.250000 Penalty: 4922.340820
	Iteration 54Q: 3 clusters Score -3592484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3592491.250000 Penalty: 4922.340820
	Iteration 55Q: 3 clusters Score -3592491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3592496.500000 Penalty: 4922.340820
	Iteration 56Q: 3 clusters Score -3592496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3592503.250000 Penalty: 4922.340820
	Iteration 57Q: 3 clusters Score -3592503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3592514.250000 Penalty: 4922.340820
	Iteration 58Q: 3 clusters Score -3592514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3592518.750000 Penalty: 4922.340820
	Iteration 59Q: 3 clusters Score -3592519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3592525.250000 Penalty: 4922.340820
	Iteration 60F: 3 clusters Score -3592525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3592522.000000 Penalty: 4922.340820
	Iteration 61Q: 3 clusters Score -3592522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3592520.750000 Penalty: 4922.340820
	Iteration 62Q: 3 clusters Score -3592521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3592529.500000 Penalty: 4922.340820
	Iteration 63Q: 3 clusters Score -3592530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3592535.250000 Penalty: 4922.340820
	Iteration 64Q: 3 clusters Score -3592535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3592532.500000 Penalty: 4922.340820
	Iteration 65Q: 3 clusters Score -3592532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3592535.250000 Penalty: 4922.340820
	Iteration 66Q: 3 clusters Score -3592535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3592540.500000 Penalty: 4922.340820
	Iteration 67Q: 3 clusters Score -3592540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3592538.250000 Penalty: 4922.340820
	Iteration 68Q: 3 clusters Score -3592538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3592542.250000 Penalty: 4922.340820
	Iteration 69Q: 3 clusters Score -3592542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3592550.250000 Penalty: 4922.340820
	Iteration 70Q: 3 clusters Score -3592550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3592547.500000 Penalty: 4922.340820
	Iteration 71Q: 3 clusters Score -3592548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3592542.500000 Penalty: 4922.340820
	Iteration 72Q: 3 clusters Score -3592542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3592551.750000 Penalty: 4922.340820
	Iteration 73Q: 3 clusters Score -3592552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3592556.000000 Penalty: 4922.340820
	Iteration 74Q: 3 clusters Score -3592556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3592568.750000 Penalty: 4922.340820
	Iteration 75Q: 3 clusters Score -3592569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3592581.750000 Penalty: 4922.340820
	Iteration 76Q: 3 clusters Score -3592582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3592592.000000 Penalty: 4922.340820
	Iteration 77Q: 3 clusters Score -3592592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3592605.250000 Penalty: 4922.340820
	Iteration 78Q: 3 clusters Score -3592605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3592612.750000 Penalty: 4922.340820
	Iteration 79Q: 3 clusters Score -3592613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3592616.750000 Penalty: 4922.340820
	Iteration 80F: 3 clusters Score -3592617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3592628.000000 Penalty: 4922.340820
	Iteration 81Q: 3 clusters Score -3592628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3592628.500000 Penalty: 4922.340820
	Iteration 82Q: 3 clusters Score -3592628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3592631.000000 Penalty: 4922.340820
	Iteration 83Q: 3 clusters Score -3592631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3592631.500000 Penalty: 4922.340820
	Iteration 84Q: 3 clusters Score -3592632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3592637.750000 Penalty: 4922.340820
	Iteration 85Q: 3 clusters Score -3592638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3592640.000000 Penalty: 4922.340820
	Iteration 86Q: 3 clusters Score -3592640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3592648.250000 Penalty: 4922.340820
	Iteration 87Q: 3 clusters Score -3592648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3592647.750000 Penalty: 4922.340820
	Iteration 88Q: 3 clusters Score -3592648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3592658.250000 Penalty: 4922.340820
	Iteration 89Q: 3 clusters Score -3592658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3592663.750000 Penalty: 4922.340820
	Iteration 90Q: 3 clusters Score -3592664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3592669.500000 Penalty: 4922.340820
	Iteration 91Q: 3 clusters Score -3592670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3592668.250000 Penalty: 4922.340820
	Iteration 92Q: 3 clusters Score -3592668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3592686.000000 Penalty: 4922.340820
	Iteration 93Q: 3 clusters Score -3592686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3592699.250000 Penalty: 4922.340820
	Iteration 94Q: 3 clusters Score -3592699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3592696.500000 Penalty: 4922.340820
	Iteration 95Q: 3 clusters Score -3592696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3592717.250000 Penalty: 4922.340820
	Iteration 96Q: 3 clusters Score -3592717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3592719.250000 Penalty: 4922.340820
	Iteration 97Q: 3 clusters Score -3592719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3592721.250000 Penalty: 4922.340820
	Iteration 98Q: 3 clusters Score -3592721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3592724.250000 Penalty: 4922.340820
	Iteration 99Q: 3 clusters Score -3592724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3592732.500000 Penalty: 4922.340820
	Iteration 100F: 3 clusters Score -3592732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3592729.250000 Penalty: 4922.340820
	Iteration 101Q: 3 clusters Score -3592729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3592729.750000 Penalty: 4922.340820
	Iteration 102Q: 3 clusters Score -3592730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3592746.250000 Penalty: 4922.340820
	Iteration 103Q: 3 clusters Score -3592746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3592754.000000 Penalty: 4922.340820
	Iteration 104Q: 3 clusters Score -3592754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3592772.250000 Penalty: 4922.340820
	Iteration 105Q: 3 clusters Score -3592772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3592777.500000 Penalty: 4922.340820
	Iteration 106Q: 3 clusters Score -3592778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3592796.000000 Penalty: 4922.340820
	Iteration 107Q: 3 clusters Score -3592796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3592816.250000 Penalty: 4922.340820
	Iteration 108Q: 3 clusters Score -3592816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3592830.000000 Penalty: 4922.340820
	Iteration 109Q: 3 clusters Score -3592830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3592850.750000 Penalty: 4922.340820
	Iteration 110Q: 3 clusters Score -3592851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3592875.500000 Penalty: 4922.340820
	Iteration 111Q: 3 clusters Score -3592876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3592895.500000 Penalty: 4922.340820
	Iteration 112Q: 3 clusters Score -3592896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3592918.250000 Penalty: 4922.340820
	Iteration 113Q: 3 clusters Score -3592918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3592940.250000 Penalty: 4922.340820
	Iteration 114Q: 3 clusters Score -3592940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3592946.500000 Penalty: 4922.340820
	Iteration 115Q: 3 clusters Score -3592946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3592941.750000 Penalty: 4922.340820
	Iteration 116Q: 3 clusters Score -3592942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3592951.750000 Penalty: 4922.340820
	Iteration 117Q: 3 clusters Score -3592952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3592956.500000 Penalty: 4922.340820
	Iteration 118Q: 3 clusters Score -3592956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3592969.250000 Penalty: 4922.340820
	Iteration 119Q: 3 clusters Score -3592969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3592970.000000 Penalty: 4922.340820
	Iteration 120F: 3 clusters Score -3592970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3592980.250000 Penalty: 4922.340820
	Iteration 121Q: 3 clusters Score -3592980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3592980.250000 Penalty: 4922.340820
	Iteration 122Q: 3 clusters Score -3592980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3592982.750000 Penalty: 4922.340820
	Iteration 123Q: 3 clusters Score -3592983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3592983.250000 Penalty: 4922.340820
	Iteration 124Q: 3 clusters Score -3592983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3592985.500000 Penalty: 4922.340820
	Iteration 125Q: 3 clusters Score -3592986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3592983.500000 Penalty: 4922.340820
	Iteration 126Q: 3 clusters Score -3592984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3592982.250000 Penalty: 4922.340820
	Iteration 127Q: 3 clusters Score -3592982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3592983.500000 Penalty: 4922.340820
	Iteration 128Q: 3 clusters Score -3592984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3592984.750000 Penalty: 4922.340820
	Iteration 129Q: 3 clusters Score -3592985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3592976.750000 Penalty: 4922.340820
	Iteration 130Q: 3 clusters Score -3592977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3592976.750000 Penalty: 4922.340820
	Iteration 131F: 3 clusters Score -3592977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Entering Unmasked Estep 
Score: -7531533.000000 Penalty: 2640.236572
	Iteration 0F: 2 clusters Score -7531533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -7503364.500000 Penalty: 5280.473145
	Iteration 0F: 3 clusters Score -7503364 nChanged 19234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -7514075.500000 Penalty: 5280.473145
	Iteration 1F: 3 clusters Score -7514076 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -7514623.000000 Penalty: 5280.473145
	Iteration 2Q: 3 clusters Score -7514623 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7515152.500000 Penalty: 5280.473145
	Iteration 3Q: 3 clusters Score -7515152 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -7515887.000000 Penalty: 5280.473145
	Iteration 4Q: 3 clusters Score -7515887 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -7516854.500000 Penalty: 5280.473145
	Iteration 5Q: 3 clusters Score -7516854 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -7518255.500000 Penalty: 5280.473145
	Iteration 6F: 3 clusters Score -7518256 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -7520202.000000 Penalty: 5280.473145
	Iteration 7F: 3 clusters Score -7520202 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -7522509.500000 Penalty: 5280.473145
	Iteration 8F: 3 clusters Score -7522510 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -7524720.000000 Penalty: 5280.473145
	Iteration 9F: 3 clusters Score -7524720 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7526429.000000 Penalty: 5280.473145
	Iteration 10Q: 3 clusters Score -7526429 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7527616.500000 Penalty: 5280.473145
	Iteration 11Q: 3 clusters Score -7527616 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -7528386.000000 Penalty: 5280.473145
	Iteration 12Q: 3 clusters Score -7528386 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7528738.000000 Penalty: 5280.473145
	Iteration 13Q: 3 clusters Score -7528738 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7528937.500000 Penalty: 5280.473145
	Iteration 14Q: 3 clusters Score -7528938 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7529057.500000 Penalty: 5280.473145
	Iteration 15Q: 3 clusters Score -7529058 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7529147.000000 Penalty: 5280.473145
	Iteration 16Q: 3 clusters Score -7529147 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7529218.000000 Penalty: 5280.473145
	Iteration 17Q: 3 clusters Score -7529218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7529276.000000 Penalty: 5280.473145
	Iteration 18Q: 3 clusters Score -7529276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7529319.500000 Penalty: 5280.473145
	Iteration 19Q: 3 clusters Score -7529320 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7529362.000000 Penalty: 5280.473145
	Iteration 20F: 3 clusters Score -7529362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7529379.000000 Penalty: 5280.473145
	Iteration 21Q: 3 clusters Score -7529379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7529379.500000 Penalty: 5280.473145
	Iteration 22Q: 3 clusters Score -7529380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7529401.500000 Penalty: 5280.473145
	Iteration 23Q: 3 clusters Score -7529402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7529425.000000 Penalty: 5280.473145
	Iteration 24Q: 3 clusters Score -7529425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7529435.000000 Penalty: 5280.473145
	Iteration 25Q: 3 clusters Score -7529435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7529441.000000 Penalty: 5280.473145
	Iteration 26Q: 3 clusters Score -7529441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7529439.500000 Penalty: 5280.473145
	Iteration 27Q: 3 clusters Score -7529440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7529460.000000 Penalty: 5280.473145
	Iteration 28Q: 3 clusters Score -7529460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7529465.000000 Penalty: 5280.473145
	Iteration 29Q: 3 clusters Score -7529465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7529470.500000 Penalty: 5280.473145
	Iteration 30Q: 3 clusters Score -7529470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7529473.500000 Penalty: 5280.473145
	Iteration 31Q: 3 clusters Score -7529474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7529468.500000 Penalty: 5280.473145
	Iteration 32Q: 3 clusters Score -7529468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7529474.500000 Penalty: 5280.473145
	Iteration 33Q: 3 clusters Score -7529474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7529478.500000 Penalty: 5280.473145
	Iteration 34Q: 3 clusters Score -7529478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7529480.500000 Penalty: 5280.473145
	Iteration 35Q: 3 clusters Score -7529480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7529486.000000 Penalty: 5280.473145
	Iteration 36Q: 3 clusters Score -7529486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7529484.000000 Penalty: 5280.473145
	Iteration 37Q: 3 clusters Score -7529484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7529494.000000 Penalty: 5280.473145
	Iteration 38Q: 3 clusters Score -7529494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7529501.000000 Penalty: 5280.473145
	Iteration 39Q: 3 clusters Score -7529501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7529502.500000 Penalty: 5280.473145
	Iteration 40F: 3 clusters Score -7529502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7529501.000000 Penalty: 5280.473145
	Iteration 41Q: 3 clusters Score -7529501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7529495.500000 Penalty: 5280.473145
	Iteration 42Q: 3 clusters Score -7529496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7529496.000000 Penalty: 5280.473145
	Iteration 43Q: 3 clusters Score -7529496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7529496.500000 Penalty: 5280.473145
	Iteration 44Q: 3 clusters Score -7529496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7529501.500000 Penalty: 5280.473145
	Iteration 45Q: 3 clusters Score -7529502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7529495.500000 Penalty: 5280.473145
	Iteration 46Q: 3 clusters Score -7529496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7529510.500000 Penalty: 5280.473145
	Iteration 47Q: 3 clusters Score -7529510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7529506.500000 Penalty: 5280.473145
	Iteration 48Q: 3 clusters Score -7529506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7529506.000000 Penalty: 5280.473145
	Iteration 49Q: 3 clusters Score -7529506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7529510.500000 Penalty: 5280.473145
	Iteration 50Q: 3 clusters Score -7529510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7529518.000000 Penalty: 5280.473145
	Iteration 51Q: 3 clusters Score -7529518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7529517.000000 Penalty: 5280.473145
	Iteration 52Q: 3 clusters Score -7529517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7529524.000000 Penalty: 5280.473145
	Iteration 53Q: 3 clusters Score -7529524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7529524.500000 Penalty: 5280.473145
	Iteration 54Q: 3 clusters Score -7529524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7529528.500000 Penalty: 5280.473145
	Iteration 55Q: 3 clusters Score -7529528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7529527.500000 Penalty: 5280.473145
	Iteration 56Q: 3 clusters Score -7529528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7529526.500000 Penalty: 5280.473145
	Iteration 57Q: 3 clusters Score -7529526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7529526.500000 Penalty: 5280.473145
	Iteration 58F: 3 clusters Score -7529526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Entering Unmasked Estep 
Score: -7508605.000000 Penalty: 2640.926025
	Iteration 0F: 2 clusters Score -7508605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -7480443.000000 Penalty: 5281.852051
	Iteration 0F: 3 clusters Score -7480443 nChanged 19421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7491108.500000 Penalty: 5281.852051
	Iteration 1F: 3 clusters Score -7491108 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -7491526.000000 Penalty: 5281.852051
	Iteration 2Q: 3 clusters Score -7491526 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7491969.500000 Penalty: 5281.852051
	Iteration 3Q: 3 clusters Score -7491970 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7492439.000000 Penalty: 5281.852051
	Iteration 4Q: 3 clusters Score -7492439 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -7492768.500000 Penalty: 5281.852051
	Iteration 5Q: 3 clusters Score -7492768 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -7493158.000000 Penalty: 5281.852051
	Iteration 6Q: 3 clusters Score -7493158 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7493456.500000 Penalty: 5281.852051
	Iteration 7Q: 3 clusters Score -7493456 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -7493855.500000 Penalty: 5281.852051
	Iteration 8Q: 3 clusters Score -7493856 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -7494308.500000 Penalty: 5281.852051
	Iteration 9Q: 3 clusters Score -7494308 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -7494827.000000 Penalty: 5281.852051
	Iteration 10Q: 3 clusters Score -7494827 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -7495364.500000 Penalty: 5281.852051
	Iteration 11Q: 3 clusters Score -7495364 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7496074.500000 Penalty: 5281.852051
	Iteration 12Q: 3 clusters Score -7496074 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -7496811.000000 Penalty: 5281.852051
	Iteration 13Q: 3 clusters Score -7496811 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -7497439.500000 Penalty: 5281.852051
	Iteration 14Q: 3 clusters Score -7497440 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -7498014.000000 Penalty: 5281.852051
	Iteration 15Q: 3 clusters Score -7498014 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -7498489.000000 Penalty: 5281.852051
	Iteration 16Q: 3 clusters Score -7498489 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -7498905.000000 Penalty: 5281.852051
	Iteration 17Q: 3 clusters Score -7498905 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -7499367.500000 Penalty: 5281.852051
	Iteration 18Q: 3 clusters Score -7499368 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -7499759.000000 Penalty: 5281.852051
	Iteration 19Q: 3 clusters Score -7499759 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -7500135.000000 Penalty: 5281.852051
	Iteration 20F: 3 clusters Score -7500135 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -7500471.000000 Penalty: 5281.852051
	Iteration 21Q: 3 clusters Score -7500471 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -7500966.000000 Penalty: 5281.852051
	Iteration 22Q: 3 clusters Score -7500966 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -7501468.500000 Penalty: 5281.852051
	Iteration 23Q: 3 clusters Score -7501468 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -7501983.000000 Penalty: 5281.852051
	Iteration 24Q: 3 clusters Score -7501983 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -7502506.500000 Penalty: 5281.852051
	Iteration 25Q: 3 clusters Score -7502506 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -7503048.000000 Penalty: 5281.852051
	Iteration 26Q: 3 clusters Score -7503048 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -7503510.000000 Penalty: 5281.852051
	Iteration 27Q: 3 clusters Score -7503510 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -7504012.000000 Penalty: 5281.852051
	Iteration 28Q: 3 clusters Score -7504012 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -7504453.000000 Penalty: 5281.852051
	Iteration 29Q: 3 clusters Score -7504453 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -7504842.000000 Penalty: 5281.852051
	Iteration 30Q: 3 clusters Score -7504842 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -7505168.500000 Penalty: 5281.852051
	Iteration 31Q: 3 clusters Score -7505168 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7505420.500000 Penalty: 5281.852051
	Iteration 32Q: 3 clusters Score -7505420 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7505623.000000 Penalty: 5281.852051
	Iteration 33Q: 3 clusters Score -7505623 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7505777.500000 Penalty: 5281.852051
	Iteration 34Q: 3 clusters Score -7505778 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7505923.500000 Penalty: 5281.852051
	Iteration 35Q: 3 clusters Score -7505924 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7506039.000000 Penalty: 5281.852051
	Iteration 36Q: 3 clusters Score -7506039 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7506145.000000 Penalty: 5281.852051
	Iteration 37Q: 3 clusters Score -7506145 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7506225.000000 Penalty: 5281.852051
	Iteration 38Q: 3 clusters Score -7506225 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7506292.000000 Penalty: 5281.852051
	Iteration 39Q: 3 clusters Score -7506292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7506322.500000 Penalty: 5281.852051
	Iteration 40F: 3 clusters Score -7506322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7506379.500000 Penalty: 5281.852051
	Iteration 41Q: 3 clusters Score -7506380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7506414.500000 Penalty: 5281.852051
	Iteration 42Q: 3 clusters Score -7506414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7506449.500000 Penalty: 5281.852051
	Iteration 43Q: 3 clusters Score -7506450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7506475.000000 Penalty: 5281.852051
	Iteration 44Q: 3 clusters Score -7506475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7506489.500000 Penalty: 5281.852051
	Iteration 45Q: 3 clusters Score -7506490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7506508.500000 Penalty: 5281.852051
	Iteration 46Q: 3 clusters Score -7506508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7506519.000000 Penalty: 5281.852051
	Iteration 47Q: 3 clusters Score -7506519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7506526.000000 Penalty: 5281.852051
	Iteration 48Q: 3 clusters Score -7506526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7506533.500000 Penalty: 5281.852051
	Iteration 49Q: 3 clusters Score -7506534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7506549.000000 Penalty: 5281.852051
	Iteration 50Q: 3 clusters Score -7506549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7506551.500000 Penalty: 5281.852051
	Iteration 51Q: 3 clusters Score -7506552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7506565.000000 Penalty: 5281.852051
	Iteration 52Q: 3 clusters Score -7506565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7506570.500000 Penalty: 5281.852051
	Iteration 53Q: 3 clusters Score -7506570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7506573.500000 Penalty: 5281.852051
	Iteration 54Q: 3 clusters Score -7506574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7506578.000000 Penalty: 5281.852051
	Iteration 55Q: 3 clusters Score -7506578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7506598.000000 Penalty: 5281.852051
	Iteration 56Q: 3 clusters Score -7506598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7506598.500000 Penalty: 5281.852051
	Iteration 57Q: 3 clusters Score -7506598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7506604.500000 Penalty: 5281.852051
	Iteration 58Q: 3 clusters Score -7506604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7506606.500000 Penalty: 5281.852051
	Iteration 59Q: 3 clusters Score -7506606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7506613.500000 Penalty: 5281.852051
	Iteration 60F: 3 clusters Score -7506614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7506623.500000 Penalty: 5281.852051
	Iteration 61Q: 3 clusters Score -7506624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7506626.000000 Penalty: 5281.852051
	Iteration 62Q: 3 clusters Score -7506626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7506636.000000 Penalty: 5281.852051
	Iteration 63Q: 3 clusters Score -7506636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7506633.000000 Penalty: 5281.852051
	Iteration 64Q: 3 clusters Score -7506633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7506641.000000 Penalty: 5281.852051
	Iteration 65Q: 3 clusters Score -7506641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7506642.000000 Penalty: 5281.852051
	Iteration 66Q: 3 clusters Score -7506642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7506648.000000 Penalty: 5281.852051
	Iteration 67Q: 3 clusters Score -7506648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7506651.000000 Penalty: 5281.852051
	Iteration 68Q: 3 clusters Score -7506651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7506653.500000 Penalty: 5281.852051
	Iteration 69Q: 3 clusters Score -7506654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7506651.500000 Penalty: 5281.852051
	Iteration 70Q: 3 clusters Score -7506652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7506655.000000 Penalty: 5281.852051
	Iteration 71Q: 3 clusters Score -7506655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7506668.000000 Penalty: 5281.852051
	Iteration 72Q: 3 clusters Score -7506668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7506671.500000 Penalty: 5281.852051
	Iteration 73Q: 3 clusters Score -7506672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7506665.000000 Penalty: 5281.852051
	Iteration 74Q: 3 clusters Score -7506665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7506663.500000 Penalty: 5281.852051
	Iteration 75Q: 3 clusters Score -7506664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7506663.500000 Penalty: 5281.852051
	Iteration 76F: 3 clusters Score -7506664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Entering Unmasked Estep 
Score: -6738429.000000 Penalty: 2610.493896
	Iteration 0F: 2 clusters Score -6738429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -6713180.500000 Penalty: 5220.987793
	Iteration 0F: 3 clusters Score -6713180 nChanged 17138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -6722586.000000 Penalty: 5220.987793
	Iteration 1F: 3 clusters Score -6722586 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6723081.000000 Penalty: 5220.987793
	Iteration 2Q: 3 clusters Score -6723081 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -6723587.500000 Penalty: 5220.987793
	Iteration 3Q: 3 clusters Score -6723588 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -6724163.500000 Penalty: 5220.987793
	Iteration 4Q: 3 clusters Score -6724164 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -6724900.000000 Penalty: 5220.987793
	Iteration 5Q: 3 clusters Score -6724900 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6725892.000000 Penalty: 5220.987793
	Iteration 6F: 3 clusters Score -6725892 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6727221.500000 Penalty: 5220.987793
	Iteration 7F: 3 clusters Score -6727222 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -6728958.500000 Penalty: 5220.987793
	Iteration 8F: 3 clusters Score -6728958 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -6730742.500000 Penalty: 5220.987793
	Iteration 9F: 3 clusters Score -6730742 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -6732449.500000 Penalty: 5220.987793
	Iteration 10F: 3 clusters Score -6732450 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -6733843.000000 Penalty: 5220.987793
	Iteration 11Q: 3 clusters Score -6733843 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -6734799.500000 Penalty: 5220.987793
	Iteration 12Q: 3 clusters Score -6734800 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -6735337.000000 Penalty: 5220.987793
	Iteration 13Q: 3 clusters Score -6735337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6735687.000000 Penalty: 5220.987793
	Iteration 14Q: 3 clusters Score -6735687 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -6735870.500000 Penalty: 5220.987793
	Iteration 15Q: 3 clusters Score -6735870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6735984.500000 Penalty: 5220.987793
	Iteration 16Q: 3 clusters Score -6735984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -6736039.500000 Penalty: 5220.987793
	Iteration 17Q: 3 clusters Score -6736040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -6736077.000000 Penalty: 5220.987793
	Iteration 18Q: 3 clusters Score -6736077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -6736092.500000 Penalty: 5220.987793
	Iteration 19Q: 3 clusters Score -6736092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -6736114.000000 Penalty: 5220.987793
	Iteration 20F: 3 clusters Score -6736114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -6736117.000000 Penalty: 5220.987793
	Iteration 21Q: 3 clusters Score -6736117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6736125.500000 Penalty: 5220.987793
	Iteration 22Q: 3 clusters Score -6736126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -6736135.000000 Penalty: 5220.987793
	Iteration 23Q: 3 clusters Score -6736135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6736133.000000 Penalty: 5220.987793
	Iteration 24Q: 3 clusters Score -6736133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -6736136.500000 Penalty: 5220.987793
	Iteration 25Q: 3 clusters Score -6736136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -6736136.500000 Penalty: 5220.987793
	Iteration 26F: 3 clusters Score -6736136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Entering Unmasked Estep 
Score: -8760631.000000 Penalty: 2676.629150
	Iteration 0F: 2 clusters Score -8760631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -8730017.000000 Penalty: 5353.258301
	Iteration 0F: 3 clusters Score -8730017 nChanged 22541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -8742343.000000 Penalty: 5353.258301
	Iteration 1F: 3 clusters Score -8742343 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -8742829.000000 Penalty: 5353.258301
	Iteration 2Q: 3 clusters Score -8742829 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -8743376.000000 Penalty: 5353.258301
	Iteration 3Q: 3 clusters Score -8743376 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -8744077.000000 Penalty: 5353.258301
	Iteration 4Q: 3 clusters Score -8744077 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -8745275.000000 Penalty: 5353.258301
	Iteration 5F: 3 clusters Score -8745275 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -8747197.000000 Penalty: 5353.258301
	Iteration 6F: 3 clusters Score -8747197 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -8750122.000000 Penalty: 5353.258301
	Iteration 7F: 3 clusters Score -8750122 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8753684.000000 Penalty: 5353.258301
	Iteration 8F: 3 clusters Score -8753684 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8756243.000000 Penalty: 5353.258301
	Iteration 9F: 3 clusters Score -8756243 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8757485.000000 Penalty: 5353.258301
	Iteration 10Q: 3 clusters Score -8757485 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8757947.000000 Penalty: 5353.258301
	Iteration 11Q: 3 clusters Score -8757947 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8758124.000000 Penalty: 5353.258301
	Iteration 12Q: 3 clusters Score -8758124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8758201.000000 Penalty: 5353.258301
	Iteration 13Q: 3 clusters Score -8758201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8758256.000000 Penalty: 5353.258301
	Iteration 14Q: 3 clusters Score -8758256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8758276.000000 Penalty: 5353.258301
	Iteration 15Q: 3 clusters Score -8758276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8758288.000000 Penalty: 5353.258301
	Iteration 16Q: 3 clusters Score -8758288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8758295.000000 Penalty: 5353.258301
	Iteration 17Q: 3 clusters Score -8758295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8758302.000000 Penalty: 5353.258301
	Iteration 18Q: 3 clusters Score -8758302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8758301.000000 Penalty: 5353.258301
	Iteration 19Q: 3 clusters Score -8758301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8758304.000000 Penalty: 5353.258301
	Iteration 20F: 3 clusters Score -8758304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8758305.000000 Penalty: 5353.258301
	Iteration 21Q: 3 clusters Score -8758305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8758306.000000 Penalty: 5353.258301
	Iteration 22Q: 3 clusters Score -8758306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8758305.000000 Penalty: 5353.258301
	Iteration 23Q: 3 clusters Score -8758305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8758305.000000 Penalty: 5353.258301
	Iteration 24F: 3 clusters Score -8758305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Entering Unmasked Estep 
Score: -4224402.500000 Penalty: 2499.424072
	Iteration 0F: 2 clusters Score -4224402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4207913.500000 Penalty: 4998.848145
	Iteration 0F: 3 clusters Score -4207914 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4213593.500000 Penalty: 4998.848145
	Iteration 1F: 3 clusters Score -4213594 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4214089.500000 Penalty: 4998.848145
	Iteration 2F: 3 clusters Score -4214090 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4214527.500000 Penalty: 4998.848145
	Iteration 3Q: 3 clusters Score -4214528 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4215008.000000 Penalty: 4998.848145
	Iteration 4Q: 3 clusters Score -4215008 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4215709.500000 Penalty: 4998.848145
	Iteration 5F: 3 clusters Score -4215710 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4216828.000000 Penalty: 4998.848145
	Iteration 6F: 3 clusters Score -4216828 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4218403.000000 Penalty: 4998.848145
	Iteration 7F: 3 clusters Score -4218403 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4220092.500000 Penalty: 4998.848145
	Iteration 8F: 3 clusters Score -4220092 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4221356.000000 Penalty: 4998.848145
	Iteration 9F: 3 clusters Score -4221356 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4222049.500000 Penalty: 4998.848145
	Iteration 10Q: 3 clusters Score -4222050 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4222380.000000 Penalty: 4998.848145
	Iteration 11Q: 3 clusters Score -4222380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4222574.000000 Penalty: 4998.848145
	Iteration 12Q: 3 clusters Score -4222574 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4222707.000000 Penalty: 4998.848145
	Iteration 13Q: 3 clusters Score -4222707 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4222793.000000 Penalty: 4998.848145
	Iteration 14Q: 3 clusters Score -4222793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4222845.000000 Penalty: 4998.848145
	Iteration 15Q: 3 clusters Score -4222845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4222885.500000 Penalty: 4998.848145
	Iteration 16Q: 3 clusters Score -4222886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4222899.000000 Penalty: 4998.848145
	Iteration 17Q: 3 clusters Score -4222899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4222909.000000 Penalty: 4998.848145
	Iteration 18Q: 3 clusters Score -4222909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4222912.000000 Penalty: 4998.848145
	Iteration 19Q: 3 clusters Score -4222912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4222919.500000 Penalty: 4998.848145
	Iteration 20F: 3 clusters Score -4222920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4222924.000000 Penalty: 4998.848145
	Iteration 21Q: 3 clusters Score -4222924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4222941.000000 Penalty: 4998.848145
	Iteration 22Q: 3 clusters Score -4222941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4222954.500000 Penalty: 4998.848145
	Iteration 23Q: 3 clusters Score -4222954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4222960.500000 Penalty: 4998.848145
	Iteration 24Q: 3 clusters Score -4222960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4222975.000000 Penalty: 4998.848145
	Iteration 25Q: 3 clusters Score -4222975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4222978.000000 Penalty: 4998.848145
	Iteration 26Q: 3 clusters Score -4222978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4222985.000000 Penalty: 4998.848145
	Iteration 27Q: 3 clusters Score -4222985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4222982.500000 Penalty: 4998.848145
	Iteration 28Q: 3 clusters Score -4222982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4222985.000000 Penalty: 4998.848145
	Iteration 29Q: 3 clusters Score -4222985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4222992.500000 Penalty: 4998.848145
	Iteration 30Q: 3 clusters Score -4222992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4222992.500000 Penalty: 4998.848145
	Iteration 31F: 3 clusters Score -4222992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -215006.265625 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -215006.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -212911.109375 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -212911.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -213396.171875 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -213396.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -213673.718750 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -213673.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -213846.750000 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -213846.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213946.281250 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -213946.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -214048.140625 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -214048.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -214122.859375 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -214122.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -214158.656250 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -214158.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -214180.171875 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -214180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -214191.578125 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -214191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -214205.078125 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -214205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -214219.437500 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -214219.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -214238.875000 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -214238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -214251.031250 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -214251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -214255.500000 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -214255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -214258.796875 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -214258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -214263.125000 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -214263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -214265.078125 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -214265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -214267.781250 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -214267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -214269.468750 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -214269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -214270.593750 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -214270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -214273.937500 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -214273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -214275.406250 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -214275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -214277.796875 Penalty: 3545.969238
	Iteration 23Q: 3 clusters Score -214277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -214279.234375 Penalty: 3545.969238
	Iteration 24Q: 3 clusters Score -214279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -214279.234375 Penalty: 3545.969238
	Iteration 25F: 3 clusters Score -214279.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Entering Unmasked Estep 
Score: -2485999.250000 Penalty: 2367.308350
	Iteration 0F: 2 clusters Score -2485999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2475771.750000 Penalty: 4734.616699
	Iteration 0F: 3 clusters Score -2475772 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2479081.250000 Penalty: 4734.616699
	Iteration 1F: 3 clusters Score -2479081 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2479549.250000 Penalty: 4734.616699
	Iteration 2F: 3 clusters Score -2479549 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2480022.250000 Penalty: 4734.616699
	Iteration 3F: 3 clusters Score -2480022 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2480482.750000 Penalty: 4734.616699
	Iteration 4F: 3 clusters Score -2480483 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2480961.750000 Penalty: 4734.616699
	Iteration 5Q: 3 clusters Score -2480962 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2481427.750000 Penalty: 4734.616699
	Iteration 6Q: 3 clusters Score -2481428 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2481850.750000 Penalty: 4734.616699
	Iteration 7Q: 3 clusters Score -2481851 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2482308.500000 Penalty: 4734.616699
	Iteration 8Q: 3 clusters Score -2482308 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2482748.000000 Penalty: 4734.616699
	Iteration 9Q: 3 clusters Score -2482748 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2483186.250000 Penalty: 4734.616699
	Iteration 10Q: 3 clusters Score -2483186 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2483527.250000 Penalty: 4734.616699
	Iteration 11Q: 3 clusters Score -2483527 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2483774.250000 Penalty: 4734.616699
	Iteration 12Q: 3 clusters Score -2483774 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2483949.750000 Penalty: 4734.616699
	Iteration 13Q: 3 clusters Score -2483950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2484042.750000 Penalty: 4734.616699
	Iteration 14Q: 3 clusters Score -2484043 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2484119.250000 Penalty: 4734.616699
	Iteration 15Q: 3 clusters Score -2484119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2484147.500000 Penalty: 4734.616699
	Iteration 16Q: 3 clusters Score -2484148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2484181.250000 Penalty: 4734.616699
	Iteration 17Q: 3 clusters Score -2484181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2484188.250000 Penalty: 4734.616699
	Iteration 18Q: 3 clusters Score -2484188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2484202.000000 Penalty: 4734.616699
	Iteration 19Q: 3 clusters Score -2484202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2484210.000000 Penalty: 4734.616699
	Iteration 20F: 3 clusters Score -2484210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2484213.000000 Penalty: 4734.616699
	Iteration 21Q: 3 clusters Score -2484213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2484215.250000 Penalty: 4734.616699
	Iteration 22Q: 3 clusters Score -2484215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2484221.250000 Penalty: 4734.616699
	Iteration 23Q: 3 clusters Score -2484221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2484220.250000 Penalty: 4734.616699
	Iteration 24Q: 3 clusters Score -2484220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2484220.750000 Penalty: 4734.616699
	Iteration 25Q: 3 clusters Score -2484221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2484229.000000 Penalty: 4734.616699
	Iteration 26Q: 3 clusters Score -2484229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2484227.500000 Penalty: 4734.616699
	Iteration 27Q: 3 clusters Score -2484228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2484229.250000 Penalty: 4734.616699
	Iteration 28Q: 3 clusters Score -2484229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2484226.750000 Penalty: 4734.616699
	Iteration 29Q: 3 clusters Score -2484227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2484228.000000 Penalty: 4734.616699
	Iteration 30Q: 3 clusters Score -2484228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2484228.500000 Penalty: 4734.616699
	Iteration 31Q: 3 clusters Score -2484228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2484229.750000 Penalty: 4734.616699
	Iteration 32Q: 3 clusters Score -2484230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2484226.500000 Penalty: 4734.616699
	Iteration 33Q: 3 clusters Score -2484226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2484231.750000 Penalty: 4734.616699
	Iteration 34Q: 3 clusters Score -2484232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2484231.750000 Penalty: 4734.616699
	Iteration 35F: 3 clusters Score -2484232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (68907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Entering Unmasked Estep 
Score: -12147472.000000 Penalty: 2762.847412
	Iteration 0F: 2 clusters Score -1.214747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -12105866.000000 Penalty: 5525.694824
	Iteration 0F: 3 clusters Score -1.210587e+07 nChanged 32260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -12123860.000000 Penalty: 5525.694824
	Iteration 1F: 3 clusters Score -1.212386e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -12124407.000000 Penalty: 5525.694824
	Iteration 2Q: 3 clusters Score -1.212441e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -12124932.000000 Penalty: 5525.694824
	Iteration 3Q: 3 clusters Score -1.212493e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -12125492.000000 Penalty: 5525.694824
	Iteration 4Q: 3 clusters Score -1.212549e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -12126094.000000 Penalty: 5525.694824
	Iteration 5Q: 3 clusters Score -1.212609e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -12126846.000000 Penalty: 5525.694824
	Iteration 6Q: 3 clusters Score -1.212685e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -12127930.000000 Penalty: 5525.694824
	Iteration 7Q: 3 clusters Score -1.212793e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -12129417.000000 Penalty: 5525.694824
	Iteration 8Q: 3 clusters Score -1.212942e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -12131397.000000 Penalty: 5525.694824
	Iteration 9F: 3 clusters Score -1.21314e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -12133846.000000 Penalty: 5525.694824
	Iteration 10F: 3 clusters Score -1.213385e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -12136411.000000 Penalty: 5525.694824
	Iteration 11F: 3 clusters Score -1.213641e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -12138816.000000 Penalty: 5525.694824
	Iteration 12F: 3 clusters Score -1.213882e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -12140782.000000 Penalty: 5525.694824
	Iteration 13F: 3 clusters Score -1.214078e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -12142341.000000 Penalty: 5525.694824
	Iteration 14Q: 3 clusters Score -1.214234e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -12143299.000000 Penalty: 5525.694824
	Iteration 15Q: 3 clusters Score -1.21433e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -12143890.000000 Penalty: 5525.694824
	Iteration 16Q: 3 clusters Score -1.214389e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -12144265.000000 Penalty: 5525.694824
	Iteration 17Q: 3 clusters Score -1.214426e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12144511.000000 Penalty: 5525.694824
	Iteration 18Q: 3 clusters Score -1.214451e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -12144667.000000 Penalty: 5525.694824
	Iteration 19Q: 3 clusters Score -1.214467e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12144806.000000 Penalty: 5525.694824
	Iteration 20F: 3 clusters Score -1.214481e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12144968.000000 Penalty: 5525.694824
	Iteration 21Q: 3 clusters Score -1.214497e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12145038.000000 Penalty: 5525.694824
	Iteration 22Q: 3 clusters Score -1.214504e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12145082.000000 Penalty: 5525.694824
	Iteration 23Q: 3 clusters Score -1.214508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12145117.000000 Penalty: 5525.694824
	Iteration 24Q: 3 clusters Score -1.214512e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12145169.000000 Penalty: 5525.694824
	Iteration 25Q: 3 clusters Score -1.214517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12145173.000000 Penalty: 5525.694824
	Iteration 26Q: 3 clusters Score -1.214517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12145207.000000 Penalty: 5525.694824
	Iteration 27Q: 3 clusters Score -1.214521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12145215.000000 Penalty: 5525.694824
	Iteration 28Q: 3 clusters Score -1.214522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12145223.000000 Penalty: 5525.694824
	Iteration 29Q: 3 clusters Score -1.214522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12145228.000000 Penalty: 5525.694824
	Iteration 30Q: 3 clusters Score -1.214523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12145238.000000 Penalty: 5525.694824
	Iteration 31Q: 3 clusters Score -1.214524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12145240.000000 Penalty: 5525.694824
	Iteration 32Q: 3 clusters Score -1.214524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12145246.000000 Penalty: 5525.694824
	Iteration 33Q: 3 clusters Score -1.214525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12145242.000000 Penalty: 5525.694824
	Iteration 34Q: 3 clusters Score -1.214524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12145247.000000 Penalty: 5525.694824
	Iteration 35Q: 3 clusters Score -1.214525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12145259.000000 Penalty: 5525.694824
	Iteration 36Q: 3 clusters Score -1.214526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12145244.000000 Penalty: 5525.694824
	Iteration 37Q: 3 clusters Score -1.214524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12145245.000000 Penalty: 5525.694824
	Iteration 38Q: 3 clusters Score -1.214524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12145243.000000 Penalty: 5525.694824
	Iteration 39Q: 3 clusters Score -1.214524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12145240.000000 Penalty: 5525.694824
	Iteration 40F: 3 clusters Score -1.214524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12145247.000000 Penalty: 5525.694824
	Iteration 41Q: 3 clusters Score -1.214525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12145251.000000 Penalty: 5525.694824
	Iteration 42Q: 3 clusters Score -1.214525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12145257.000000 Penalty: 5525.694824
	Iteration 43Q: 3 clusters Score -1.214526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12145251.000000 Penalty: 5525.694824
	Iteration 44Q: 3 clusters Score -1.214525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12145252.000000 Penalty: 5525.694824
	Iteration 45Q: 3 clusters Score -1.214525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12145252.000000 Penalty: 5525.694824
	Iteration 46F: 3 clusters Score -1.214525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Entering Unmasked Estep 
Score: -7228742.000000 Penalty: 2631.413330
	Iteration 0F: 2 clusters Score -7228742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -7201319.500000 Penalty: 5262.826660
	Iteration 0F: 3 clusters Score -7201320 nChanged 18790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -7211949.500000 Penalty: 5262.826660
	Iteration 1F: 3 clusters Score -7211950 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -7212731.000000 Penalty: 5262.826660
	Iteration 2Q: 3 clusters Score -7212731 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -7213477.500000 Penalty: 5262.826660
	Iteration 3Q: 3 clusters Score -7213478 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -7214363.500000 Penalty: 5262.826660
	Iteration 4Q: 3 clusters Score -7214364 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7215363.500000 Penalty: 5262.826660
	Iteration 5Q: 3 clusters Score -7215364 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7216532.000000 Penalty: 5262.826660
	Iteration 6F: 3 clusters Score -7216532 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -7217880.500000 Penalty: 5262.826660
	Iteration 7F: 3 clusters Score -7217880 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -7219158.500000 Penalty: 5262.826660
	Iteration 8F: 3 clusters Score -7219158 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -7220311.500000 Penalty: 5262.826660
	Iteration 9F: 3 clusters Score -7220312 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -7221021.000000 Penalty: 5262.826660
	Iteration 10Q: 3 clusters Score -7221021 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -7221583.500000 Penalty: 5262.826660
	Iteration 11Q: 3 clusters Score -7221584 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -7221937.000000 Penalty: 5262.826660
	Iteration 12Q: 3 clusters Score -7221937 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7222235.500000 Penalty: 5262.826660
	Iteration 13Q: 3 clusters Score -7222236 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -7222527.000000 Penalty: 5262.826660
	Iteration 14Q: 3 clusters Score -7222527 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -7222785.000000 Penalty: 5262.826660
	Iteration 15Q: 3 clusters Score -7222785 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -7223035.000000 Penalty: 5262.826660
	Iteration 16Q: 3 clusters Score -7223035 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -7223323.000000 Penalty: 5262.826660
	Iteration 17Q: 3 clusters Score -7223323 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -7223578.000000 Penalty: 5262.826660
	Iteration 18Q: 3 clusters Score -7223578 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -7223828.000000 Penalty: 5262.826660
	Iteration 19Q: 3 clusters Score -7223828 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -7224056.000000 Penalty: 5262.826660
	Iteration 20F: 3 clusters Score -7224056 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -7224308.500000 Penalty: 5262.826660
	Iteration 21Q: 3 clusters Score -7224308 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -7224539.000000 Penalty: 5262.826660
	Iteration 22Q: 3 clusters Score -7224539 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -7224754.500000 Penalty: 5262.826660
	Iteration 23Q: 3 clusters Score -7224754 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -7224930.500000 Penalty: 5262.826660
	Iteration 24Q: 3 clusters Score -7224930 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -7225086.000000 Penalty: 5262.826660
	Iteration 25Q: 3 clusters Score -7225086 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -7225261.500000 Penalty: 5262.826660
	Iteration 26Q: 3 clusters Score -7225262 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -7225434.500000 Penalty: 5262.826660
	Iteration 27Q: 3 clusters Score -7225434 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7225508.000000 Penalty: 5262.826660
	Iteration 28Q: 3 clusters Score -7225508 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -7225616.500000 Penalty: 5262.826660
	Iteration 29Q: 3 clusters Score -7225616 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -7225707.500000 Penalty: 5262.826660
	Iteration 30Q: 3 clusters Score -7225708 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -7225828.500000 Penalty: 5262.826660
	Iteration 31Q: 3 clusters Score -7225828 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7225907.000000 Penalty: 5262.826660
	Iteration 32Q: 3 clusters Score -7225907 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7226003.000000 Penalty: 5262.826660
	Iteration 33Q: 3 clusters Score -7226003 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -7226066.500000 Penalty: 5262.826660
	Iteration 34Q: 3 clusters Score -7226066 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -7226115.500000 Penalty: 5262.826660
	Iteration 35Q: 3 clusters Score -7226116 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -7226198.000000 Penalty: 5262.826660
	Iteration 36Q: 3 clusters Score -7226198 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -7226249.500000 Penalty: 5262.826660
	Iteration 37Q: 3 clusters Score -7226250 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7226369.000000 Penalty: 5262.826660
	Iteration 38Q: 3 clusters Score -7226369 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -7226426.500000 Penalty: 5262.826660
	Iteration 39Q: 3 clusters Score -7226426 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7226488.000000 Penalty: 5262.826660
	Iteration 40F: 3 clusters Score -7226488 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -7226565.000000 Penalty: 5262.826660
	Iteration 41Q: 3 clusters Score -7226565 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -7226629.500000 Penalty: 5262.826660
	Iteration 42Q: 3 clusters Score -7226630 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -7226669.500000 Penalty: 5262.826660
	Iteration 43Q: 3 clusters Score -7226670 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -7226724.000000 Penalty: 5262.826660
	Iteration 44Q: 3 clusters Score -7226724 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -7226761.000000 Penalty: 5262.826660
	Iteration 45Q: 3 clusters Score -7226761 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -7226805.000000 Penalty: 5262.826660
	Iteration 46Q: 3 clusters Score -7226805 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -7226827.000000 Penalty: 5262.826660
	Iteration 47Q: 3 clusters Score -7226827 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -7226833.000000 Penalty: 5262.826660
	Iteration 48Q: 3 clusters Score -7226833 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -7226844.000000 Penalty: 5262.826660
	Iteration 49Q: 3 clusters Score -7226844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -7226863.000000 Penalty: 5262.826660
	Iteration 50Q: 3 clusters Score -7226863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -7226894.000000 Penalty: 5262.826660
	Iteration 51Q: 3 clusters Score -7226894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7226919.000000 Penalty: 5262.826660
	Iteration 52Q: 3 clusters Score -7226919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -7226927.500000 Penalty: 5262.826660
	Iteration 53Q: 3 clusters Score -7226928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -7226955.000000 Penalty: 5262.826660
	Iteration 54Q: 3 clusters Score -7226955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -7226955.500000 Penalty: 5262.826660
	Iteration 55Q: 3 clusters Score -7226956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -7226983.500000 Penalty: 5262.826660
	Iteration 56Q: 3 clusters Score -7226984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -7226988.000000 Penalty: 5262.826660
	Iteration 57Q: 3 clusters Score -7226988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7226988.500000 Penalty: 5262.826660
	Iteration 58Q: 3 clusters Score -7226988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7227005.000000 Penalty: 5262.826660
	Iteration 59Q: 3 clusters Score -7227005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -7227026.000000 Penalty: 5262.826660
	Iteration 60F: 3 clusters Score -7227026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -7227028.500000 Penalty: 5262.826660
	Iteration 61Q: 3 clusters Score -7227028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -7227028.500000 Penalty: 5262.826660
	Iteration 62Q: 3 clusters Score -7227028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7227046.500000 Penalty: 5262.826660
	Iteration 63Q: 3 clusters Score -7227046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7227041.000000 Penalty: 5262.826660
	Iteration 64Q: 3 clusters Score -7227041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7227053.000000 Penalty: 5262.826660
	Iteration 65Q: 3 clusters Score -7227053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -7227056.000000 Penalty: 5262.826660
	Iteration 66Q: 3 clusters Score -7227056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -7227073.500000 Penalty: 5262.826660
	Iteration 67Q: 3 clusters Score -7227074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -7227073.000000 Penalty: 5262.826660
	Iteration 68Q: 3 clusters Score -7227073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -7227083.500000 Penalty: 5262.826660
	Iteration 69Q: 3 clusters Score -7227084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -7227085.000000 Penalty: 5262.826660
	Iteration 70Q: 3 clusters Score -7227085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7227091.500000 Penalty: 5262.826660
	Iteration 71Q: 3 clusters Score -7227092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7227081.000000 Penalty: 5262.826660
	Iteration 72Q: 3 clusters Score -7227081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -7227098.500000 Penalty: 5262.826660
	Iteration 73Q: 3 clusters Score -7227098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -7227100.500000 Penalty: 5262.826660
	Iteration 74Q: 3 clusters Score -7227100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -7227096.000000 Penalty: 5262.826660
	Iteration 75Q: 3 clusters Score -7227096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -7227090.500000 Penalty: 5262.826660
	Iteration 76Q: 3 clusters Score -7227090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -7227093.500000 Penalty: 5262.826660
	Iteration 77Q: 3 clusters Score -7227094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7227102.500000 Penalty: 5262.826660
	Iteration 78Q: 3 clusters Score -7227102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -7227107.500000 Penalty: 5262.826660
	Iteration 79Q: 3 clusters Score -7227108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -7227099.000000 Penalty: 5262.826660
	Iteration 80F: 3 clusters Score -7227099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7227098.500000 Penalty: 5262.826660
	Iteration 81Q: 3 clusters Score -7227098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -7227105.000000 Penalty: 5262.826660
	Iteration 82Q: 3 clusters Score -7227105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -7227101.500000 Penalty: 5262.826660
	Iteration 83Q: 3 clusters Score -7227102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -7227121.000000 Penalty: 5262.826660
	Iteration 84Q: 3 clusters Score -7227121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -7227115.500000 Penalty: 5262.826660
	Iteration 85Q: 3 clusters Score -7227116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -7227114.500000 Penalty: 5262.826660
	Iteration 86Q: 3 clusters Score -7227114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -7227106.500000 Penalty: 5262.826660
	Iteration 87Q: 3 clusters Score -7227106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7227104.000000 Penalty: 5262.826660
	Iteration 88Q: 3 clusters Score -7227104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7227107.500000 Penalty: 5262.826660
	Iteration 89Q: 3 clusters Score -7227108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7227114.000000 Penalty: 5262.826660
	Iteration 90Q: 3 clusters Score -7227114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -7227123.000000 Penalty: 5262.826660
	Iteration 91Q: 3 clusters Score -7227123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7227119.500000 Penalty: 5262.826660
	Iteration 92Q: 3 clusters Score -7227120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7227116.500000 Penalty: 5262.826660
	Iteration 93Q: 3 clusters Score -7227116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7227115.000000 Penalty: 5262.826660
	Iteration 94Q: 3 clusters Score -7227115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -7227116.000000 Penalty: 5262.826660
	Iteration 95Q: 3 clusters Score -7227116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7227113.500000 Penalty: 5262.826660
	Iteration 96Q: 3 clusters Score -7227114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7227118.500000 Penalty: 5262.826660
	Iteration 97Q: 3 clusters Score -7227118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -7227120.500000 Penalty: 5262.826660
	Iteration 98Q: 3 clusters Score -7227120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -7227120.500000 Penalty: 5262.826660
	Iteration 99F: 3 clusters Score -7227120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (45606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Entering Unmasked Estep 
Score: -8265520.000000 Penalty: 2660.493164
	Iteration 0F: 2 clusters Score -8265520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -8235970.500000 Penalty: 5320.986328
	Iteration 0F: 3 clusters Score -8235970 nChanged 20974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -8247577.500000 Penalty: 5320.986328
	Iteration 1F: 3 clusters Score -8247578 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -8248094.500000 Penalty: 5320.986328
	Iteration 2Q: 3 clusters Score -8248094 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -8248453.500000 Penalty: 5320.986328
	Iteration 3Q: 3 clusters Score -8248454 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -8248906.500000 Penalty: 5320.986328
	Iteration 4Q: 3 clusters Score -8248906 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -8249406.000000 Penalty: 5320.986328
	Iteration 5Q: 3 clusters Score -8249406 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -8249868.500000 Penalty: 5320.986328
	Iteration 6Q: 3 clusters Score -8249868 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8250505.500000 Penalty: 5320.986328
	Iteration 7Q: 3 clusters Score -8250506 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -8251280.000000 Penalty: 5320.986328
	Iteration 8Q: 3 clusters Score -8251280 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -8252228.500000 Penalty: 5320.986328
	Iteration 9Q: 3 clusters Score -8252228 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -8253537.500000 Penalty: 5320.986328
	Iteration 10Q: 3 clusters Score -8253538 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -8254862.000000 Penalty: 5320.986328
	Iteration 11Q: 3 clusters Score -8254862 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -8256169.000000 Penalty: 5320.986328
	Iteration 12Q: 3 clusters Score -8256169 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -8257096.000000 Penalty: 5320.986328
	Iteration 13Q: 3 clusters Score -8257096 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -8257637.500000 Penalty: 5320.986328
	Iteration 14Q: 3 clusters Score -8257638 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -8258004.000000 Penalty: 5320.986328
	Iteration 15Q: 3 clusters Score -8258004 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -8258324.500000 Penalty: 5320.986328
	Iteration 16Q: 3 clusters Score -8258324 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -8258629.000000 Penalty: 5320.986328
	Iteration 17Q: 3 clusters Score -8258629 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -8258868.000000 Penalty: 5320.986328
	Iteration 18Q: 3 clusters Score -8258868 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -8259162.000000 Penalty: 5320.986328
	Iteration 19Q: 3 clusters Score -8259162 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -8259486.500000 Penalty: 5320.986328
	Iteration 20F: 3 clusters Score -8259486 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -8259831.000000 Penalty: 5320.986328
	Iteration 21Q: 3 clusters Score -8259831 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8260131.500000 Penalty: 5320.986328
	Iteration 22Q: 3 clusters Score -8260132 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -8260459.000000 Penalty: 5320.986328
	Iteration 23Q: 3 clusters Score -8260459 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8260703.500000 Penalty: 5320.986328
	Iteration 24Q: 3 clusters Score -8260704 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -8260980.500000 Penalty: 5320.986328
	Iteration 25Q: 3 clusters Score -8260980 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -8261244.500000 Penalty: 5320.986328
	Iteration 26Q: 3 clusters Score -8261244 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -8261501.000000 Penalty: 5320.986328
	Iteration 27Q: 3 clusters Score -8261501 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -8261747.000000 Penalty: 5320.986328
	Iteration 28Q: 3 clusters Score -8261747 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8261966.000000 Penalty: 5320.986328
	Iteration 29Q: 3 clusters Score -8261966 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8262132.500000 Penalty: 5320.986328
	Iteration 30Q: 3 clusters Score -8262132 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8262275.500000 Penalty: 5320.986328
	Iteration 31Q: 3 clusters Score -8262276 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8262417.000000 Penalty: 5320.986328
	Iteration 32Q: 3 clusters Score -8262417 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8262525.000000 Penalty: 5320.986328
	Iteration 33Q: 3 clusters Score -8262525 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8262675.000000 Penalty: 5320.986328
	Iteration 34Q: 3 clusters Score -8262675 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8262816.000000 Penalty: 5320.986328
	Iteration 35Q: 3 clusters Score -8262816 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8262912.000000 Penalty: 5320.986328
	Iteration 36Q: 3 clusters Score -8262912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8262993.500000 Penalty: 5320.986328
	Iteration 37Q: 3 clusters Score -8262994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8263050.000000 Penalty: 5320.986328
	Iteration 38Q: 3 clusters Score -8263050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8263073.000000 Penalty: 5320.986328
	Iteration 39Q: 3 clusters Score -8263073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8263099.000000 Penalty: 5320.986328
	Iteration 40F: 3 clusters Score -8263099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8263129.000000 Penalty: 5320.986328
	Iteration 41Q: 3 clusters Score -8263129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8263144.500000 Penalty: 5320.986328
	Iteration 42Q: 3 clusters Score -8263144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8263156.500000 Penalty: 5320.986328
	Iteration 43Q: 3 clusters Score -8263156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8263161.000000 Penalty: 5320.986328
	Iteration 44Q: 3 clusters Score -8263161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8263170.500000 Penalty: 5320.986328
	Iteration 45Q: 3 clusters Score -8263170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8263171.500000 Penalty: 5320.986328
	Iteration 46Q: 3 clusters Score -8263172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8263176.000000 Penalty: 5320.986328
	Iteration 47Q: 3 clusters Score -8263176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8263193.500000 Penalty: 5320.986328
	Iteration 48Q: 3 clusters Score -8263194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8263200.000000 Penalty: 5320.986328
	Iteration 49Q: 3 clusters Score -8263200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8263206.000000 Penalty: 5320.986328
	Iteration 50Q: 3 clusters Score -8263206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8263214.000000 Penalty: 5320.986328
	Iteration 51Q: 3 clusters Score -8263214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8263224.500000 Penalty: 5320.986328
	Iteration 52Q: 3 clusters Score -8263224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8263234.500000 Penalty: 5320.986328
	Iteration 53Q: 3 clusters Score -8263234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8263242.000000 Penalty: 5320.986328
	Iteration 54Q: 3 clusters Score -8263242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8263238.500000 Penalty: 5320.986328
	Iteration 55Q: 3 clusters Score -8263238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8263245.000000 Penalty: 5320.986328
	Iteration 56Q: 3 clusters Score -8263245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8263251.000000 Penalty: 5320.986328
	Iteration 57Q: 3 clusters Score -8263251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8263261.000000 Penalty: 5320.986328
	Iteration 58Q: 3 clusters Score -8263261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8263267.500000 Penalty: 5320.986328
	Iteration 59Q: 3 clusters Score -8263268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8263274.000000 Penalty: 5320.986328
	Iteration 60F: 3 clusters Score -8263274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8263284.000000 Penalty: 5320.986328
	Iteration 61Q: 3 clusters Score -8263284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8263287.000000 Penalty: 5320.986328
	Iteration 62Q: 3 clusters Score -8263287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8263297.000000 Penalty: 5320.986328
	Iteration 63Q: 3 clusters Score -8263297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8263295.000000 Penalty: 5320.986328
	Iteration 64Q: 3 clusters Score -8263295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8263294.000000 Penalty: 5320.986328
	Iteration 65Q: 3 clusters Score -8263294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8263296.500000 Penalty: 5320.986328
	Iteration 66Q: 3 clusters Score -8263296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8263300.000000 Penalty: 5320.986328
	Iteration 67Q: 3 clusters Score -8263300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8263299.500000 Penalty: 5320.986328
	Iteration 68Q: 3 clusters Score -8263300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8263306.000000 Penalty: 5320.986328
	Iteration 69Q: 3 clusters Score -8263306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8263306.000000 Penalty: 5320.986328
	Iteration 70F: 3 clusters Score -8263306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -840894.250000 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -840894.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -836430.312500 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -836430.3 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -837641.875000 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -837641.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -837964.875000 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -837964.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -838200.875000 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -838200.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -838370.375000 Penalty: 4208.088867
	Iteration 4F: 3 clusters Score -838370.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -838479.062500 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -838479.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -838548.812500 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -838548.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -838610.062500 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -838610.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -838651.250000 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -838651.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -838686.875000 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -838686.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -838710.250000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -838710.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -838733.562500 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -838733.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -838754.187500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -838754.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -838769.375000 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -838769.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -838785.062500 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -838785.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -838799.250000 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -838799.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -838818.062500 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -838818.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -838836.437500 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -838836.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -838861.000000 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -838861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -838881.812500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -838881.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -838901.375000 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -838901.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -838915.625000 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -838915.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -838932.687500 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -838932.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -838944.562500 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -838944.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -838956.375000 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -838956.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -838968.625000 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -838968.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -838983.000000 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -838983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -839002.125000 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -839002.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -839024.000000 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -839024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -839042.937500 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -839042.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -839066.437500 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -839066.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -839092.812500 Penalty: 4208.088867
	Iteration 31Q: 3 clusters Score -839092.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -839123.562500 Penalty: 4208.088867
	Iteration 32Q: 3 clusters Score -839123.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -839157.250000 Penalty: 4208.088867
	Iteration 33Q: 3 clusters Score -839157.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -839199.187500 Penalty: 4208.088867
	Iteration 34Q: 3 clusters Score -839199.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -839282.687500 Penalty: 4208.088867
	Iteration 35Q: 3 clusters Score -839282.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -839398.500000 Penalty: 4208.088867
	Iteration 36Q: 3 clusters Score -839398.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -839493.812500 Penalty: 4208.088867
	Iteration 37Q: 3 clusters Score -839493.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -839556.625000 Penalty: 4208.088867
	Iteration 38Q: 3 clusters Score -839556.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -839615.437500 Penalty: 4208.088867
	Iteration 39Q: 3 clusters Score -839615.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -839667.750000 Penalty: 4208.088867
	Iteration 40F: 3 clusters Score -839667.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -839716.687500 Penalty: 4208.088867
	Iteration 41Q: 3 clusters Score -839716.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -839757.187500 Penalty: 4208.088867
	Iteration 42Q: 3 clusters Score -839757.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -839786.187500 Penalty: 4208.088867
	Iteration 43Q: 3 clusters Score -839786.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -839859.375000 Penalty: 4208.088867
	Iteration 44Q: 3 clusters Score -839859.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -840031.187500 Penalty: 4208.088867
	Iteration 45Q: 3 clusters Score -840031.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -840178.125000 Penalty: 4208.088867
	Iteration 46Q: 3 clusters Score -840178.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -840290.062500 Penalty: 4208.088867
	Iteration 47Q: 3 clusters Score -840290.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -840369.312500 Penalty: 4208.088867
	Iteration 48Q: 3 clusters Score -840369.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -840398.000000 Penalty: 4208.088867
	Iteration 49Q: 3 clusters Score -840398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -840410.000000 Penalty: 4208.088867
	Iteration 50Q: 3 clusters Score -840410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -840414.687500 Penalty: 4208.088867
	Iteration 51Q: 3 clusters Score -840414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -840417.812500 Penalty: 4208.088867
	Iteration 52Q: 3 clusters Score -840417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -840422.062500 Penalty: 4208.088867
	Iteration 53Q: 3 clusters Score -840422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -840423.187500 Penalty: 4208.088867
	Iteration 54Q: 3 clusters Score -840423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -840423.812500 Penalty: 4208.088867
	Iteration 55Q: 3 clusters Score -840423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -840424.687500 Penalty: 4208.088867
	Iteration 56Q: 3 clusters Score -840424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -840425.437500 Penalty: 4208.088867
	Iteration 57Q: 3 clusters Score -840425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -840425.437500 Penalty: 4208.088867
	Iteration 58F: 3 clusters Score -840425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (45976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Entering Unmasked Estep 
Score: -8199510.500000 Penalty: 2662.497070
	Iteration 0F: 2 clusters Score -8199510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -8169541.000000 Penalty: 5324.994141
	Iteration 0F: 3 clusters Score -8169541 nChanged 21158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -8181209.000000 Penalty: 5324.994141
	Iteration 1F: 3 clusters Score -8181209 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -8181774.000000 Penalty: 5324.994141
	Iteration 2Q: 3 clusters Score -8181774 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -8182311.000000 Penalty: 5324.994141
	Iteration 3Q: 3 clusters Score -8182311 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -8182999.000000 Penalty: 5324.994141
	Iteration 4Q: 3 clusters Score -8182999 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -8183816.500000 Penalty: 5324.994141
	Iteration 5Q: 3 clusters Score -8183816 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -8185019.500000 Penalty: 5324.994141
	Iteration 6F: 3 clusters Score -8185020 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -8186856.000000 Penalty: 5324.994141
	Iteration 7F: 3 clusters Score -8186856 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -8189442.000000 Penalty: 5324.994141
	Iteration 8F: 3 clusters Score -8189442 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -8192466.500000 Penalty: 5324.994141
	Iteration 9F: 3 clusters Score -8192466 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -8195017.000000 Penalty: 5324.994141
	Iteration 10F: 3 clusters Score -8195017 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8196299.000000 Penalty: 5324.994141
	Iteration 11Q: 3 clusters Score -8196299 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8196836.500000 Penalty: 5324.994141
	Iteration 12Q: 3 clusters Score -8196836 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -8197059.000000 Penalty: 5324.994141
	Iteration 13Q: 3 clusters Score -8197059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -8197159.500000 Penalty: 5324.994141
	Iteration 14Q: 3 clusters Score -8197160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8197222.500000 Penalty: 5324.994141
	Iteration 15Q: 3 clusters Score -8197222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8197241.500000 Penalty: 5324.994141
	Iteration 16Q: 3 clusters Score -8197242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8197274.000000 Penalty: 5324.994141
	Iteration 17Q: 3 clusters Score -8197274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -8197303.000000 Penalty: 5324.994141
	Iteration 18Q: 3 clusters Score -8197303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8197320.000000 Penalty: 5324.994141
	Iteration 19Q: 3 clusters Score -8197320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -8197325.000000 Penalty: 5324.994141
	Iteration 20F: 3 clusters Score -8197325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -8197330.000000 Penalty: 5324.994141
	Iteration 21Q: 3 clusters Score -8197330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -8197327.500000 Penalty: 5324.994141
	Iteration 22Q: 3 clusters Score -8197328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8197336.500000 Penalty: 5324.994141
	Iteration 23Q: 3 clusters Score -8197336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8197341.000000 Penalty: 5324.994141
	Iteration 24Q: 3 clusters Score -8197341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -8197338.500000 Penalty: 5324.994141
	Iteration 25Q: 3 clusters Score -8197338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -8197342.500000 Penalty: 5324.994141
	Iteration 26Q: 3 clusters Score -8197342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -8197343.500000 Penalty: 5324.994141
	Iteration 27Q: 3 clusters Score -8197344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8197345.000000 Penalty: 5324.994141
	Iteration 28Q: 3 clusters Score -8197345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -8197348.500000 Penalty: 5324.994141
	Iteration 29Q: 3 clusters Score -8197348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8197341.000000 Penalty: 5324.994141
	Iteration 30Q: 3 clusters Score -8197341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8197348.000000 Penalty: 5324.994141
	Iteration 31Q: 3 clusters Score -8197348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8197348.000000 Penalty: 5324.994141
	Iteration 32F: 3 clusters Score -8197348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -151664.312500 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151664.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -152071.140625 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152071.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -152264.437500 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152264.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152362.078125 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152362.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152411.609375 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -152411.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152480.734375 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -152480.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152570.531250 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152570.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -152633.734375 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152633.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152698.484375 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152698.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152791.328125 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152791.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152880.656250 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -152880.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152946.562500 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -152946.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152982.484375 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -152982.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153019.953125 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -153020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153053.140625 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -153053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153062.890625 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -153062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153065.203125 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -153065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153067.921875 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -153067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153069.484375 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -153069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153070.046875 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -153070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153070.046875 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -153070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (42024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Entering Unmasked Estep 
Score: -7560618.500000 Penalty: 2640.207031
	Iteration 0F: 2 clusters Score -7560618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7532559.500000 Penalty: 5280.414062
	Iteration 0F: 3 clusters Score -7532560 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -7542954.500000 Penalty: 5280.414062
	Iteration 1F: 3 clusters Score -7542954 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -7543492.000000 Penalty: 5280.414062
	Iteration 2Q: 3 clusters Score -7543492 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -7544024.000000 Penalty: 5280.414062
	Iteration 3Q: 3 clusters Score -7544024 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -7544583.000000 Penalty: 5280.414062
	Iteration 4Q: 3 clusters Score -7544583 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -7545188.000000 Penalty: 5280.414062
	Iteration 5Q: 3 clusters Score -7545188 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -7545787.500000 Penalty: 5280.414062
	Iteration 6Q: 3 clusters Score -7545788 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -7546395.500000 Penalty: 5280.414062
	Iteration 7Q: 3 clusters Score -7546396 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -7547011.500000 Penalty: 5280.414062
	Iteration 8Q: 3 clusters Score -7547012 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -7547741.000000 Penalty: 5280.414062
	Iteration 9Q: 3 clusters Score -7547741 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -7548655.500000 Penalty: 5280.414062
	Iteration 10Q: 3 clusters Score -7548656 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -7549604.000000 Penalty: 5280.414062
	Iteration 11Q: 3 clusters Score -7549604 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -7550689.000000 Penalty: 5280.414062
	Iteration 12Q: 3 clusters Score -7550689 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -7551903.000000 Penalty: 5280.414062
	Iteration 13Q: 3 clusters Score -7551903 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -7552994.000000 Penalty: 5280.414062
	Iteration 14Q: 3 clusters Score -7552994 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -7554138.000000 Penalty: 5280.414062
	Iteration 15Q: 3 clusters Score -7554138 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7555288.500000 Penalty: 5280.414062
	Iteration 16Q: 3 clusters Score -7555288 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7556281.500000 Penalty: 5280.414062
	Iteration 17Q: 3 clusters Score -7556282 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7557082.000000 Penalty: 5280.414062
	Iteration 18Q: 3 clusters Score -7557082 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7557594.500000 Penalty: 5280.414062
	Iteration 19Q: 3 clusters Score -7557594 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7557903.500000 Penalty: 5280.414062
	Iteration 20F: 3 clusters Score -7557904 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7558092.000000 Penalty: 5280.414062
	Iteration 21Q: 3 clusters Score -7558092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7558156.000000 Penalty: 5280.414062
	Iteration 22Q: 3 clusters Score -7558156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7558247.500000 Penalty: 5280.414062
	Iteration 23Q: 3 clusters Score -7558248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7558274.000000 Penalty: 5280.414062
	Iteration 24Q: 3 clusters Score -7558274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7558285.500000 Penalty: 5280.414062
	Iteration 25Q: 3 clusters Score -7558286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7558320.500000 Penalty: 5280.414062
	Iteration 26Q: 3 clusters Score -7558320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7558336.000000 Penalty: 5280.414062
	Iteration 27Q: 3 clusters Score -7558336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7558354.500000 Penalty: 5280.414062
	Iteration 28Q: 3 clusters Score -7558354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7558362.500000 Penalty: 5280.414062
	Iteration 29Q: 3 clusters Score -7558362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7558369.500000 Penalty: 5280.414062
	Iteration 30Q: 3 clusters Score -7558370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7558371.000000 Penalty: 5280.414062
	Iteration 31Q: 3 clusters Score -7558371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7558373.500000 Penalty: 5280.414062
	Iteration 32Q: 3 clusters Score -7558374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7558373.500000 Penalty: 5280.414062
	Iteration 33F: 3 clusters Score -7558374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 41130 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14084 members 
Mstep: Class 5 contains 17199 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41134 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 10 contains 49641 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 35725 members 
Mstep: Class 14 contains 43066 members 
Mstep: Class 15 contains 36569 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48200 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 40510 members 
Mstep: Class 20 contains 42282 members 
Mstep: Class 21 contains 15926 members 
Mstep: Class 22 contains 49696 members 
Mstep: Class 23 contains 48805 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46977 members 
Mstep: Class 26 contains 20416 members 
Mstep: Class 27 contains 42029 members 
Mstep: Class 28 contains 42146 members 
Mstep: Class 29 contains 37279 members 
Mstep: Class 30 contains 48672 members 
Mstep: Class 31 contains 23821 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 13983 members 
Mstep: Class 34 contains 68907 members 
Mstep: Class 35 contains 40560 members 
Mstep: Class 36 contains 45606 members 
Mstep: Class 37 contains 4837 members 
Mstep: Class 38 contains 45976 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428960.000000 Penalty: 138191.531250
Iteration 199Q: 41 clusters Score -1.96429e+08 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 41067 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14083 members 
Mstep: Class 5 contains 17202 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41074 members 
Mstep: Class 9 contains 8041 members 
Mstep: Class 10 contains 49646 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22864 members 
Mstep: Class 13 contains 35783 members 
Mstep: Class 14 contains 43126 members 
Mstep: Class 15 contains 36569 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48212 members 
Mstep: Class 18 contains 11877 members 
Mstep: Class 19 contains 40617 members 
Mstep: Class 20 contains 42176 members 
Mstep: Class 21 contains 15890 members 
Mstep: Class 22 contains 49656 members 
Mstep: Class 23 contains 49029 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46950 members 
Mstep: Class 26 contains 20394 members 
Mstep: Class 27 contains 41985 members 
Mstep: Class 28 contains 42122 members 
Mstep: Class 29 contains 37638 members 
Mstep: Class 30 contains 48638 members 
Mstep: Class 31 contains 23831 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 14074 members 
Mstep: Class 34 contains 68902 members 
Mstep: Class 35 contains 40524 members 
Mstep: Class 36 contains 45645 members 
Mstep: Class 37 contains 4839 members 
Mstep: Class 38 contains 45840 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 41696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428832.000000 Penalty: 138191.531250
Iteration 200F: 41 clusters Score -1.964288e+08 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 41033 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14076 members 
Mstep: Class 5 contains 17206 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 41031 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22863 members 
Mstep: Class 13 contains 35846 members 
Mstep: Class 14 contains 43199 members 
Mstep: Class 15 contains 36544 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 48186 members 
Mstep: Class 18 contains 11875 members 
Mstep: Class 19 contains 40714 members 
Mstep: Class 20 contains 42111 members 
Mstep: Class 21 contains 15879 members 
Mstep: Class 22 contains 49639 members 
Mstep: Class 23 contains 49220 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46910 members 
Mstep: Class 26 contains 20388 members 
Mstep: Class 27 contains 41929 members 
Mstep: Class 28 contains 42104 members 
Mstep: Class 29 contains 38010 members 
Mstep: Class 30 contains 48582 members 
Mstep: Class 31 contains 23836 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 14163 members 
Mstep: Class 34 contains 68898 members 
Mstep: Class 35 contains 40469 members 
Mstep: Class 36 contains 45683 members 
Mstep: Class 37 contains 4837 members 
Mstep: Class 38 contains 45724 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 41356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429248.000000 Penalty: 138191.531250
Iteration 201Q: 41 clusters Score -1.964292e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 40964 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 17201 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40998 members 
Mstep: Class 9 contains 7996 members 
Mstep: Class 10 contains 49668 members 
Mstep: Class 11 contains 10495 members 
Mstep: Class 12 contains 22876 members 
Mstep: Class 13 contains 35911 members 
Mstep: Class 14 contains 43313 members 
Mstep: Class 15 contains 36528 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 48169 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 40786 members 
Mstep: Class 20 contains 42047 members 
Mstep: Class 21 contains 15863 members 
Mstep: Class 22 contains 49622 members 
Mstep: Class 23 contains 49406 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46883 members 
Mstep: Class 26 contains 20375 members 
Mstep: Class 27 contains 41894 members 
Mstep: Class 28 contains 42091 members 
Mstep: Class 29 contains 38399 members 
Mstep: Class 30 contains 48564 members 
Mstep: Class 31 contains 23833 members 
Mstep: Class 32 contains 1269 members 
Mstep: Class 33 contains 14251 members 
Mstep: Class 34 contains 68897 members 
Mstep: Class 35 contains 40410 members 
Mstep: Class 36 contains 45647 members 
Mstep: Class 37 contains 4835 members 
Mstep: Class 38 contains 45590 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428848.000000 Penalty: 138191.531250
Iteration 202Q: 41 clusters Score -1.964288e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 40861 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 17196 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40943 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 49684 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22876 members 
Mstep: Class 13 contains 35950 members 
Mstep: Class 14 contains 43442 members 
Mstep: Class 15 contains 36505 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 48147 members 
Mstep: Class 18 contains 11874 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 20 contains 41967 members 
Mstep: Class 21 contains 15845 members 
Mstep: Class 22 contains 49609 members 
Mstep: Class 23 contains 49589 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46855 members 
Mstep: Class 26 contains 20362 members 
Mstep: Class 27 contains 41862 members 
Mstep: Class 28 contains 42080 members 
Mstep: Class 29 contains 38760 members 
Mstep: Class 30 contains 48570 members 
Mstep: Class 31 contains 23837 members 
Mstep: Class 32 contains 1269 members 
Mstep: Class 33 contains 14343 members 
Mstep: Class 34 contains 68909 members 
Mstep: Class 35 contains 40357 members 
Mstep: Class 36 contains 45644 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 45422 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 40726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428800.000000 Penalty: 138191.531250
Iteration 203Q: 41 clusters Score -1.964288e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 40788 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 17200 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40872 members 
Mstep: Class 9 contains 7955 members 
Mstep: Class 10 contains 49696 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22868 members 
Mstep: Class 13 contains 35994 members 
Mstep: Class 14 contains 43580 members 
Mstep: Class 15 contains 36492 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 48116 members 
Mstep: Class 18 contains 11871 members 
Mstep: Class 19 contains 40983 members 
Mstep: Class 20 contains 41935 members 
Mstep: Class 21 contains 15850 members 
Mstep: Class 22 contains 49584 members 
Mstep: Class 23 contains 49738 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46831 members 
Mstep: Class 26 contains 20339 members 
Mstep: Class 27 contains 41791 members 
Mstep: Class 28 contains 42068 members 
Mstep: Class 29 contains 39101 members 
Mstep: Class 30 contains 48555 members 
Mstep: Class 31 contains 23838 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 14454 members 
Mstep: Class 34 contains 68945 members 
Mstep: Class 35 contains 40310 members 
Mstep: Class 36 contains 45620 members 
Mstep: Class 37 contains 4832 members 
Mstep: Class 38 contains 45273 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 40424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428688.000000 Penalty: 138191.531250
Iteration 204Q: 41 clusters Score -1.964287e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 40706 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 14074 members 
Mstep: Class 5 contains 17218 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40830 members 
Mstep: Class 9 contains 7935 members 
Mstep: Class 10 contains 49707 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 22862 members 
Mstep: Class 13 contains 36029 members 
Mstep: Class 14 contains 43744 members 
Mstep: Class 15 contains 36482 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 48117 members 
Mstep: Class 18 contains 11870 members 
Mstep: Class 19 contains 41065 members 
Mstep: Class 20 contains 41905 members 
Mstep: Class 21 contains 15836 members 
Mstep: Class 22 contains 49559 members 
Mstep: Class 23 contains 49923 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46790 members 
Mstep: Class 26 contains 20307 members 
Mstep: Class 27 contains 41726 members 
Mstep: Class 28 contains 42047 members 
Mstep: Class 29 contains 39452 members 
Mstep: Class 30 contains 48535 members 
Mstep: Class 31 contains 23842 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 14560 members 
Mstep: Class 34 contains 68929 members 
Mstep: Class 35 contains 40265 members 
Mstep: Class 36 contains 45532 members 
Mstep: Class 37 contains 4832 members 
Mstep: Class 38 contains 45153 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 40158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428624.000000 Penalty: 138191.531250
Iteration 205Q: 41 clusters Score -1.964286e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 40643 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 17221 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40796 members 
Mstep: Class 9 contains 7915 members 
Mstep: Class 10 contains 49717 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22853 members 
Mstep: Class 13 contains 36068 members 
Mstep: Class 14 contains 43869 members 
Mstep: Class 15 contains 36453 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 48097 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 41139 members 
Mstep: Class 20 contains 41911 members 
Mstep: Class 21 contains 15830 members 
Mstep: Class 22 contains 49542 members 
Mstep: Class 23 contains 50092 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46750 members 
Mstep: Class 26 contains 20288 members 
Mstep: Class 27 contains 41643 members 
Mstep: Class 28 contains 42033 members 
Mstep: Class 29 contains 39776 members 
Mstep: Class 30 contains 48524 members 
Mstep: Class 31 contains 23843 members 
Mstep: Class 32 contains 1265 members 
Mstep: Class 33 contains 14673 members 
Mstep: Class 34 contains 68893 members 
Mstep: Class 35 contains 40248 members 
Mstep: Class 36 contains 45452 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 45049 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 39902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428736.000000 Penalty: 138191.531250
Iteration 206Q: 41 clusters Score -1.964287e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 40581 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 17215 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40771 members 
Mstep: Class 9 contains 7898 members 
Mstep: Class 10 contains 49721 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 36103 members 
Mstep: Class 14 contains 43990 members 
Mstep: Class 15 contains 36418 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 48036 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 41185 members 
Mstep: Class 20 contains 41942 members 
Mstep: Class 21 contains 15823 members 
Mstep: Class 22 contains 49553 members 
Mstep: Class 23 contains 50235 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46700 members 
Mstep: Class 26 contains 20282 members 
Mstep: Class 27 contains 41578 members 
Mstep: Class 28 contains 42019 members 
Mstep: Class 29 contains 40116 members 
Mstep: Class 30 contains 48529 members 
Mstep: Class 31 contains 23848 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 14796 members 
Mstep: Class 34 contains 68884 members 
Mstep: Class 35 contains 40224 members 
Mstep: Class 36 contains 45361 members 
Mstep: Class 37 contains 4830 members 
Mstep: Class 38 contains 44943 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 39642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428912.000000 Penalty: 138191.531250
Iteration 207Q: 41 clusters Score -1.964289e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 40513 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 17220 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 7875 members 
Mstep: Class 10 contains 49730 members 
Mstep: Class 11 contains 10492 members 
Mstep: Class 12 contains 22821 members 
Mstep: Class 13 contains 36134 members 
Mstep: Class 14 contains 44082 members 
Mstep: Class 15 contains 36405 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48010 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 41253 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 21 contains 15820 members 
Mstep: Class 22 contains 49554 members 
Mstep: Class 23 contains 50359 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46631 members 
Mstep: Class 26 contains 20271 members 
Mstep: Class 27 contains 41495 members 
Mstep: Class 28 contains 42011 members 
Mstep: Class 29 contains 40450 members 
Mstep: Class 30 contains 48539 members 
Mstep: Class 31 contains 23854 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 14895 members 
Mstep: Class 34 contains 68869 members 
Mstep: Class 35 contains 40201 members 
Mstep: Class 36 contains 45249 members 
Mstep: Class 37 contains 4826 members 
Mstep: Class 38 contains 44858 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 39402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429280.000000 Penalty: 138191.531250
Iteration 208Q: 41 clusters Score -1.964293e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 40426 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 17221 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40721 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 49738 members 
Mstep: Class 11 contains 10492 members 
Mstep: Class 12 contains 22811 members 
Mstep: Class 13 contains 36165 members 
Mstep: Class 14 contains 44183 members 
Mstep: Class 15 contains 36396 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47948 members 
Mstep: Class 18 contains 11871 members 
Mstep: Class 19 contains 41330 members 
Mstep: Class 20 contains 42074 members 
Mstep: Class 21 contains 15815 members 
Mstep: Class 22 contains 49558 members 
Mstep: Class 23 contains 50478 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46554 members 
Mstep: Class 26 contains 20247 members 
Mstep: Class 27 contains 41426 members 
Mstep: Class 28 contains 42004 members 
Mstep: Class 29 contains 40755 members 
Mstep: Class 30 contains 48551 members 
Mstep: Class 31 contains 23857 members 
Mstep: Class 32 contains 1259 members 
Mstep: Class 33 contains 15003 members 
Mstep: Class 34 contains 68862 members 
Mstep: Class 35 contains 40168 members 
Mstep: Class 36 contains 45135 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44801 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 39183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429520.000000 Penalty: 138191.531250
Iteration 209Q: 41 clusters Score -1.964295e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 40331 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 17219 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 7833 members 
Mstep: Class 10 contains 49752 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22801 members 
Mstep: Class 13 contains 36202 members 
Mstep: Class 14 contains 44289 members 
Mstep: Class 15 contains 36382 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47889 members 
Mstep: Class 18 contains 11870 members 
Mstep: Class 19 contains 41405 members 
Mstep: Class 20 contains 42119 members 
Mstep: Class 21 contains 15807 members 
Mstep: Class 22 contains 49567 members 
Mstep: Class 23 contains 50551 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46507 members 
Mstep: Class 26 contains 20224 members 
Mstep: Class 27 contains 41375 members 
Mstep: Class 28 contains 41996 members 
Mstep: Class 29 contains 41052 members 
Mstep: Class 30 contains 48542 members 
Mstep: Class 31 contains 23859 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 15122 members 
Mstep: Class 34 contains 68867 members 
Mstep: Class 35 contains 40123 members 
Mstep: Class 36 contains 45060 members 
Mstep: Class 37 contains 4819 members 
Mstep: Class 38 contains 44736 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429616.000000 Penalty: 138191.531250
Iteration 210Q: 41 clusters Score -1.964296e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 40247 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 17211 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40654 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 49777 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22799 members 
Mstep: Class 13 contains 36232 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 36376 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47802 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 41481 members 
Mstep: Class 20 contains 42172 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 49565 members 
Mstep: Class 23 contains 50596 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46431 members 
Mstep: Class 26 contains 20218 members 
Mstep: Class 27 contains 41306 members 
Mstep: Class 28 contains 41993 members 
Mstep: Class 29 contains 41361 members 
Mstep: Class 30 contains 48522 members 
Mstep: Class 31 contains 23861 members 
Mstep: Class 32 contains 1255 members 
Mstep: Class 33 contains 15236 members 
Mstep: Class 34 contains 68873 members 
Mstep: Class 35 contains 40091 members 
Mstep: Class 36 contains 45011 members 
Mstep: Class 37 contains 4817 members 
Mstep: Class 38 contains 44704 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429760.000000 Penalty: 138191.531250
Iteration 211Q: 41 clusters Score -1.964298e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 40170 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 17211 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40613 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22783 members 
Mstep: Class 13 contains 36267 members 
Mstep: Class 14 contains 44472 members 
Mstep: Class 15 contains 36358 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47713 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 41569 members 
Mstep: Class 20 contains 42209 members 
Mstep: Class 21 contains 15771 members 
Mstep: Class 22 contains 49537 members 
Mstep: Class 23 contains 50622 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46377 members 
Mstep: Class 26 contains 20203 members 
Mstep: Class 27 contains 41255 members 
Mstep: Class 28 contains 41993 members 
Mstep: Class 29 contains 41658 members 
Mstep: Class 30 contains 48526 members 
Mstep: Class 31 contains 23866 members 
Mstep: Class 32 contains 1254 members 
Mstep: Class 33 contains 15352 members 
Mstep: Class 34 contains 68865 members 
Mstep: Class 35 contains 40060 members 
Mstep: Class 36 contains 44965 members 
Mstep: Class 37 contains 4815 members 
Mstep: Class 38 contains 44668 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429728.000000 Penalty: 138191.531250
Iteration 212Q: 41 clusters Score -1.964297e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 40099 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 17215 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40566 members 
Mstep: Class 9 contains 7784 members 
Mstep: Class 10 contains 49805 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22762 members 
Mstep: Class 13 contains 36303 members 
Mstep: Class 14 contains 44531 members 
Mstep: Class 15 contains 36348 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47641 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 41632 members 
Mstep: Class 20 contains 42229 members 
Mstep: Class 21 contains 15772 members 
Mstep: Class 22 contains 49505 members 
Mstep: Class 23 contains 50632 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46295 members 
Mstep: Class 26 contains 20186 members 
Mstep: Class 27 contains 41223 members 
Mstep: Class 28 contains 41989 members 
Mstep: Class 29 contains 41928 members 
Mstep: Class 30 contains 48586 members 
Mstep: Class 31 contains 23873 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 15461 members 
Mstep: Class 34 contains 68862 members 
Mstep: Class 35 contains 40033 members 
Mstep: Class 36 contains 44930 members 
Mstep: Class 37 contains 4811 members 
Mstep: Class 38 contains 44620 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429920.000000 Penalty: 138191.531250
Iteration 213Q: 41 clusters Score -1.964299e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 40020 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 17213 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40522 members 
Mstep: Class 9 contains 7766 members 
Mstep: Class 10 contains 49811 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 22746 members 
Mstep: Class 13 contains 36339 members 
Mstep: Class 14 contains 44598 members 
Mstep: Class 15 contains 36340 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47593 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 41670 members 
Mstep: Class 20 contains 42242 members 
Mstep: Class 21 contains 15765 members 
Mstep: Class 22 contains 49475 members 
Mstep: Class 23 contains 50619 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46233 members 
Mstep: Class 26 contains 20171 members 
Mstep: Class 27 contains 41205 members 
Mstep: Class 28 contains 41983 members 
Mstep: Class 29 contains 42219 members 
Mstep: Class 30 contains 48623 members 
Mstep: Class 31 contains 23876 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 15562 members 
Mstep: Class 34 contains 68872 members 
Mstep: Class 35 contains 39999 members 
Mstep: Class 36 contains 44891 members 
Mstep: Class 37 contains 4809 members 
Mstep: Class 38 contains 44587 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430352.000000 Penalty: 138191.531250
Iteration 214Q: 41 clusters Score -1.964304e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 39928 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 17216 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40468 members 
Mstep: Class 9 contains 7754 members 
Mstep: Class 10 contains 49820 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 22738 members 
Mstep: Class 13 contains 36366 members 
Mstep: Class 14 contains 44663 members 
Mstep: Class 15 contains 36332 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47531 members 
Mstep: Class 18 contains 11858 members 
Mstep: Class 19 contains 41703 members 
Mstep: Class 20 contains 42244 members 
Mstep: Class 21 contains 15765 members 
Mstep: Class 22 contains 49453 members 
Mstep: Class 23 contains 50610 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46176 members 
Mstep: Class 26 contains 20153 members 
Mstep: Class 27 contains 41174 members 
Mstep: Class 28 contains 41987 members 
Mstep: Class 29 contains 42510 members 
Mstep: Class 30 contains 48680 members 
Mstep: Class 31 contains 23877 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 15664 members 
Mstep: Class 34 contains 68881 members 
Mstep: Class 35 contains 39961 members 
Mstep: Class 36 contains 44864 members 
Mstep: Class 37 contains 4807 members 
Mstep: Class 38 contains 44538 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430864.000000 Penalty: 138191.531250
Iteration 215Q: 41 clusters Score -1.964309e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 39846 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 17210 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40409 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 49830 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22732 members 
Mstep: Class 13 contains 36397 members 
Mstep: Class 14 contains 44717 members 
Mstep: Class 15 contains 36331 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47486 members 
Mstep: Class 18 contains 11856 members 
Mstep: Class 19 contains 41760 members 
Mstep: Class 20 contains 42265 members 
Mstep: Class 21 contains 15770 members 
Mstep: Class 22 contains 49436 members 
Mstep: Class 23 contains 50628 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46070 members 
Mstep: Class 26 contains 20127 members 
Mstep: Class 27 contains 41126 members 
Mstep: Class 28 contains 41978 members 
Mstep: Class 29 contains 42777 members 
Mstep: Class 30 contains 48709 members 
Mstep: Class 31 contains 23880 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 15770 members 
Mstep: Class 34 contains 68865 members 
Mstep: Class 35 contains 39949 members 
Mstep: Class 36 contains 44856 members 
Mstep: Class 37 contains 4806 members 
Mstep: Class 38 contains 44496 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430768.000000 Penalty: 138191.531250
Iteration 216Q: 41 clusters Score -1.964308e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 39744 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 17219 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40356 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 49834 members 
Mstep: Class 11 contains 10492 members 
Mstep: Class 12 contains 22713 members 
Mstep: Class 13 contains 36410 members 
Mstep: Class 14 contains 44773 members 
Mstep: Class 15 contains 36331 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47455 members 
Mstep: Class 18 contains 11852 members 
Mstep: Class 19 contains 41850 members 
Mstep: Class 20 contains 42290 members 
Mstep: Class 21 contains 15773 members 
Mstep: Class 22 contains 49424 members 
Mstep: Class 23 contains 50623 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45966 members 
Mstep: Class 26 contains 20106 members 
Mstep: Class 27 contains 41089 members 
Mstep: Class 28 contains 41962 members 
Mstep: Class 29 contains 43012 members 
Mstep: Class 30 contains 48698 members 
Mstep: Class 31 contains 23883 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 15864 members 
Mstep: Class 34 contains 68851 members 
Mstep: Class 35 contains 39942 members 
Mstep: Class 36 contains 44838 members 
Mstep: Class 37 contains 4800 members 
Mstep: Class 38 contains 44475 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431072.000000 Penalty: 138191.531250
Iteration 217Q: 41 clusters Score -1.964311e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 39659 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 17227 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40329 members 
Mstep: Class 9 contains 7734 members 
Mstep: Class 10 contains 49844 members 
Mstep: Class 11 contains 10488 members 
Mstep: Class 12 contains 22695 members 
Mstep: Class 13 contains 36432 members 
Mstep: Class 14 contains 44811 members 
Mstep: Class 15 contains 36332 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47454 members 
Mstep: Class 18 contains 11849 members 
Mstep: Class 19 contains 41895 members 
Mstep: Class 20 contains 42322 members 
Mstep: Class 21 contains 15778 members 
Mstep: Class 22 contains 49412 members 
Mstep: Class 23 contains 50626 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45872 members 
Mstep: Class 26 contains 20093 members 
Mstep: Class 27 contains 41032 members 
Mstep: Class 28 contains 41952 members 
Mstep: Class 29 contains 43240 members 
Mstep: Class 30 contains 48704 members 
Mstep: Class 31 contains 23883 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 15954 members 
Mstep: Class 34 contains 68834 members 
Mstep: Class 35 contains 39935 members 
Mstep: Class 36 contains 44798 members 
Mstep: Class 37 contains 4800 members 
Mstep: Class 38 contains 44448 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 37949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431136.000000 Penalty: 138191.531250
Iteration 218Q: 41 clusters Score -1.964311e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 39584 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17227 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 7723 members 
Mstep: Class 10 contains 49854 members 
Mstep: Class 11 contains 10488 members 
Mstep: Class 12 contains 22682 members 
Mstep: Class 13 contains 36459 members 
Mstep: Class 14 contains 44842 members 
Mstep: Class 15 contains 36310 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47448 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 41906 members 
Mstep: Class 20 contains 42310 members 
Mstep: Class 21 contains 15775 members 
Mstep: Class 22 contains 49396 members 
Mstep: Class 23 contains 50654 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45785 members 
Mstep: Class 26 contains 20073 members 
Mstep: Class 27 contains 40976 members 
Mstep: Class 28 contains 41939 members 
Mstep: Class 29 contains 43490 members 
Mstep: Class 30 contains 48733 members 
Mstep: Class 31 contains 23883 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16035 members 
Mstep: Class 34 contains 68809 members 
Mstep: Class 35 contains 39909 members 
Mstep: Class 36 contains 44808 members 
Mstep: Class 37 contains 4800 members 
Mstep: Class 38 contains 44427 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 37918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431296.000000 Penalty: 138191.531250
Iteration 219Q: 41 clusters Score -1.964313e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 39511 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 17222 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 10488 members 
Mstep: Class 12 contains 22675 members 
Mstep: Class 13 contains 36489 members 
Mstep: Class 14 contains 44872 members 
Mstep: Class 15 contains 36283 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47441 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 41892 members 
Mstep: Class 20 contains 42306 members 
Mstep: Class 21 contains 15769 members 
Mstep: Class 22 contains 49380 members 
Mstep: Class 23 contains 50668 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45716 members 
Mstep: Class 26 contains 20057 members 
Mstep: Class 27 contains 40956 members 
Mstep: Class 28 contains 41920 members 
Mstep: Class 29 contains 43714 members 
Mstep: Class 30 contains 48745 members 
Mstep: Class 31 contains 23886 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16114 members 
Mstep: Class 34 contains 68773 members 
Mstep: Class 35 contains 39888 members 
Mstep: Class 36 contains 44812 members 
Mstep: Class 37 contains 4798 members 
Mstep: Class 38 contains 44417 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 37927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430912.000000 Penalty: 138191.531250
Iteration 220F: 41 clusters Score -1.964309e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 39437 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 17220 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40182 members 
Mstep: Class 9 contains 7692 members 
Mstep: Class 10 contains 49866 members 
Mstep: Class 11 contains 10487 members 
Mstep: Class 12 contains 22669 members 
Mstep: Class 13 contains 36507 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 36261 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47444 members 
Mstep: Class 18 contains 11846 members 
Mstep: Class 19 contains 41825 members 
Mstep: Class 20 contains 42299 members 
Mstep: Class 21 contains 15774 members 
Mstep: Class 22 contains 49374 members 
Mstep: Class 23 contains 50673 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45653 members 
Mstep: Class 26 contains 20049 members 
Mstep: Class 27 contains 40914 members 
Mstep: Class 28 contains 41908 members 
Mstep: Class 29 contains 43906 members 
Mstep: Class 30 contains 48723 members 
Mstep: Class 31 contains 23888 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16197 members 
Mstep: Class 34 contains 68755 members 
Mstep: Class 35 contains 39868 members 
Mstep: Class 36 contains 44831 members 
Mstep: Class 37 contains 4799 members 
Mstep: Class 38 contains 44417 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431008.000000 Penalty: 138191.531250
Iteration 221Q: 41 clusters Score -1.96431e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 39344 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17216 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40140 members 
Mstep: Class 9 contains 7680 members 
Mstep: Class 10 contains 49879 members 
Mstep: Class 11 contains 10490 members 
Mstep: Class 12 contains 22653 members 
Mstep: Class 13 contains 36531 members 
Mstep: Class 14 contains 44896 members 
Mstep: Class 15 contains 36247 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47433 members 
Mstep: Class 18 contains 11844 members 
Mstep: Class 19 contains 41764 members 
Mstep: Class 20 contains 42305 members 
Mstep: Class 21 contains 15766 members 
Mstep: Class 22 contains 49356 members 
Mstep: Class 23 contains 50693 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45585 members 
Mstep: Class 26 contains 20052 members 
Mstep: Class 27 contains 40881 members 
Mstep: Class 28 contains 41901 members 
Mstep: Class 29 contains 44092 members 
Mstep: Class 30 contains 48697 members 
Mstep: Class 31 contains 23896 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 68723 members 
Mstep: Class 35 contains 39838 members 
Mstep: Class 36 contains 44851 members 
Mstep: Class 37 contains 4797 members 
Mstep: Class 38 contains 44417 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431120.000000 Penalty: 138191.531250
Iteration 222Q: 41 clusters Score -1.964311e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 39271 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 17221 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40083 members 
Mstep: Class 9 contains 7670 members 
Mstep: Class 10 contains 49889 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 22641 members 
Mstep: Class 13 contains 36552 members 
Mstep: Class 14 contains 44921 members 
Mstep: Class 15 contains 36222 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47438 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 41665 members 
Mstep: Class 20 contains 42284 members 
Mstep: Class 21 contains 15770 members 
Mstep: Class 22 contains 49345 members 
Mstep: Class 23 contains 50717 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45527 members 
Mstep: Class 26 contains 20049 members 
Mstep: Class 27 contains 40852 members 
Mstep: Class 28 contains 41897 members 
Mstep: Class 29 contains 44314 members 
Mstep: Class 30 contains 48672 members 
Mstep: Class 31 contains 23901 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16333 members 
Mstep: Class 34 contains 68700 members 
Mstep: Class 35 contains 39793 members 
Mstep: Class 36 contains 44850 members 
Mstep: Class 37 contains 4796 members 
Mstep: Class 38 contains 44397 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431888.000000 Penalty: 138191.531250
Iteration 223Q: 41 clusters Score -1.964319e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 39217 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 17214 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40050 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 49898 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 22625 members 
Mstep: Class 13 contains 36560 members 
Mstep: Class 14 contains 44940 members 
Mstep: Class 15 contains 36194 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47443 members 
Mstep: Class 18 contains 11844 members 
Mstep: Class 19 contains 41529 members 
Mstep: Class 20 contains 42279 members 
Mstep: Class 21 contains 15782 members 
Mstep: Class 22 contains 49321 members 
Mstep: Class 23 contains 50741 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45443 members 
Mstep: Class 26 contains 20042 members 
Mstep: Class 27 contains 40833 members 
Mstep: Class 28 contains 41891 members 
Mstep: Class 29 contains 44532 members 
Mstep: Class 30 contains 48644 members 
Mstep: Class 31 contains 23902 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16397 members 
Mstep: Class 34 contains 68675 members 
Mstep: Class 35 contains 39745 members 
Mstep: Class 36 contains 44855 members 
Mstep: Class 37 contains 4795 members 
Mstep: Class 38 contains 44393 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431632.000000 Penalty: 138191.531250
Iteration 224Q: 41 clusters Score -1.964316e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 39167 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 17211 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 40010 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 49902 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 22612 members 
Mstep: Class 13 contains 36593 members 
Mstep: Class 14 contains 44929 members 
Mstep: Class 15 contains 36166 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47433 members 
Mstep: Class 18 contains 11841 members 
Mstep: Class 19 contains 41338 members 
Mstep: Class 20 contains 42261 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 49305 members 
Mstep: Class 23 contains 50752 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45416 members 
Mstep: Class 26 contains 20037 members 
Mstep: Class 27 contains 40810 members 
Mstep: Class 28 contains 41882 members 
Mstep: Class 29 contains 44696 members 
Mstep: Class 30 contains 48659 members 
Mstep: Class 31 contains 23901 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16480 members 
Mstep: Class 34 contains 68657 members 
Mstep: Class 35 contains 39682 members 
Mstep: Class 36 contains 44862 members 
Mstep: Class 37 contains 4798 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431968.000000 Penalty: 138191.531250
Iteration 225Q: 41 clusters Score -1.96432e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 39117 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 17217 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39944 members 
Mstep: Class 9 contains 7645 members 
Mstep: Class 10 contains 49912 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22590 members 
Mstep: Class 13 contains 36614 members 
Mstep: Class 14 contains 44926 members 
Mstep: Class 15 contains 36142 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47416 members 
Mstep: Class 18 contains 11842 members 
Mstep: Class 19 contains 41152 members 
Mstep: Class 20 contains 42260 members 
Mstep: Class 21 contains 15795 members 
Mstep: Class 22 contains 49285 members 
Mstep: Class 23 contains 50756 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45411 members 
Mstep: Class 26 contains 20033 members 
Mstep: Class 27 contains 40777 members 
Mstep: Class 28 contains 41877 members 
Mstep: Class 29 contains 44841 members 
Mstep: Class 30 contains 48682 members 
Mstep: Class 31 contains 23899 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16562 members 
Mstep: Class 34 contains 68637 members 
Mstep: Class 35 contains 39626 members 
Mstep: Class 36 contains 44849 members 
Mstep: Class 37 contains 4799 members 
Mstep: Class 38 contains 44351 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 38800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432352.000000 Penalty: 138191.531250
Iteration 226Q: 41 clusters Score -1.964324e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 39066 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17208 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39872 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 49924 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 36648 members 
Mstep: Class 14 contains 44948 members 
Mstep: Class 15 contains 36119 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 11838 members 
Mstep: Class 19 contains 40930 members 
Mstep: Class 20 contains 42271 members 
Mstep: Class 21 contains 15780 members 
Mstep: Class 22 contains 49289 members 
Mstep: Class 23 contains 50765 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45340 members 
Mstep: Class 26 contains 20033 members 
Mstep: Class 27 contains 40768 members 
Mstep: Class 28 contains 41877 members 
Mstep: Class 29 contains 45013 members 
Mstep: Class 30 contains 48672 members 
Mstep: Class 31 contains 23904 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16651 members 
Mstep: Class 34 contains 68625 members 
Mstep: Class 35 contains 39574 members 
Mstep: Class 36 contains 44840 members 
Mstep: Class 37 contains 4799 members 
Mstep: Class 38 contains 44351 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 39055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432000.000000 Penalty: 138191.531250
Iteration 227Q: 41 clusters Score -1.96432e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 39031 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17193 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39787 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 49937 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22561 members 
Mstep: Class 13 contains 36690 members 
Mstep: Class 14 contains 44965 members 
Mstep: Class 15 contains 36112 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47314 members 
Mstep: Class 18 contains 11834 members 
Mstep: Class 19 contains 40732 members 
Mstep: Class 20 contains 42290 members 
Mstep: Class 21 contains 15769 members 
Mstep: Class 22 contains 49281 members 
Mstep: Class 23 contains 50769 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45279 members 
Mstep: Class 26 contains 20023 members 
Mstep: Class 27 contains 40753 members 
Mstep: Class 28 contains 41868 members 
Mstep: Class 29 contains 45156 members 
Mstep: Class 30 contains 48655 members 
Mstep: Class 31 contains 23904 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16759 members 
Mstep: Class 34 contains 68617 members 
Mstep: Class 35 contains 39515 members 
Mstep: Class 36 contains 44807 members 
Mstep: Class 37 contains 4797 members 
Mstep: Class 38 contains 44334 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 39366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432272.000000 Penalty: 138191.531250
Iteration 228Q: 41 clusters Score -1.964323e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 38980 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 17184 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39719 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 10495 members 
Mstep: Class 12 contains 22551 members 
Mstep: Class 13 contains 36734 members 
Mstep: Class 14 contains 44970 members 
Mstep: Class 15 contains 36087 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47260 members 
Mstep: Class 18 contains 11835 members 
Mstep: Class 19 contains 40514 members 
Mstep: Class 20 contains 42297 members 
Mstep: Class 21 contains 15762 members 
Mstep: Class 22 contains 49267 members 
Mstep: Class 23 contains 50774 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45212 members 
Mstep: Class 26 contains 20018 members 
Mstep: Class 27 contains 40759 members 
Mstep: Class 28 contains 41862 members 
Mstep: Class 29 contains 45250 members 
Mstep: Class 30 contains 48645 members 
Mstep: Class 31 contains 23907 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16860 members 
Mstep: Class 34 contains 68592 members 
Mstep: Class 35 contains 39437 members 
Mstep: Class 36 contains 44813 members 
Mstep: Class 37 contains 4800 members 
Mstep: Class 38 contains 44338 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432016.000000 Penalty: 138191.531250
Iteration 229Q: 41 clusters Score -1.96432e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 38925 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17175 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39634 members 
Mstep: Class 9 contains 7603 members 
Mstep: Class 10 contains 49947 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22540 members 
Mstep: Class 13 contains 36773 members 
Mstep: Class 14 contains 44965 members 
Mstep: Class 15 contains 36073 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47193 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 40260 members 
Mstep: Class 20 contains 42315 members 
Mstep: Class 21 contains 15764 members 
Mstep: Class 22 contains 49248 members 
Mstep: Class 23 contains 50759 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45161 members 
Mstep: Class 26 contains 20007 members 
Mstep: Class 27 contains 40760 members 
Mstep: Class 28 contains 41857 members 
Mstep: Class 29 contains 45325 members 
Mstep: Class 30 contains 48659 members 
Mstep: Class 31 contains 23908 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 16970 members 
Mstep: Class 34 contains 68579 members 
Mstep: Class 35 contains 39377 members 
Mstep: Class 36 contains 44818 members 
Mstep: Class 37 contains 4797 members 
Mstep: Class 38 contains 44326 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 40151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432128.000000 Penalty: 138191.531250
Iteration 230Q: 41 clusters Score -1.964321e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 38881 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17169 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39536 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 10 contains 49958 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 36821 members 
Mstep: Class 14 contains 44971 members 
Mstep: Class 15 contains 36055 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47146 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 40035 members 
Mstep: Class 20 contains 42322 members 
Mstep: Class 21 contains 15746 members 
Mstep: Class 22 contains 49232 members 
Mstep: Class 23 contains 50741 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45141 members 
Mstep: Class 26 contains 19988 members 
Mstep: Class 27 contains 40758 members 
Mstep: Class 28 contains 41848 members 
Mstep: Class 29 contains 45344 members 
Mstep: Class 30 contains 48657 members 
Mstep: Class 31 contains 23911 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 17073 members 
Mstep: Class 34 contains 68575 members 
Mstep: Class 35 contains 39332 members 
Mstep: Class 36 contains 44795 members 
Mstep: Class 37 contains 4797 members 
Mstep: Class 38 contains 44335 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 40571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431696.000000 Penalty: 138191.531250
Iteration 231Q: 41 clusters Score -1.964317e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 38849 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 17160 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39422 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 49961 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22508 members 
Mstep: Class 13 contains 36867 members 
Mstep: Class 14 contains 44979 members 
Mstep: Class 15 contains 36030 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47088 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 39844 members 
Mstep: Class 20 contains 42324 members 
Mstep: Class 21 contains 15746 members 
Mstep: Class 22 contains 49214 members 
Mstep: Class 23 contains 50736 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45095 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 40760 members 
Mstep: Class 28 contains 41845 members 
Mstep: Class 29 contains 45329 members 
Mstep: Class 30 contains 48645 members 
Mstep: Class 31 contains 23914 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 17169 members 
Mstep: Class 34 contains 68561 members 
Mstep: Class 35 contains 39280 members 
Mstep: Class 36 contains 44801 members 
Mstep: Class 37 contains 4804 members 
Mstep: Class 38 contains 44338 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431792.000000 Penalty: 138191.531250
Iteration 232Q: 41 clusters Score -1.964318e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 38792 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14050 members 
Mstep: Class 5 contains 17152 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39334 members 
Mstep: Class 9 contains 7567 members 
Mstep: Class 10 contains 49971 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 22495 members 
Mstep: Class 13 contains 36928 members 
Mstep: Class 14 contains 44966 members 
Mstep: Class 15 contains 36013 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47069 members 
Mstep: Class 18 contains 11835 members 
Mstep: Class 19 contains 39665 members 
Mstep: Class 20 contains 42309 members 
Mstep: Class 21 contains 15748 members 
Mstep: Class 22 contains 49202 members 
Mstep: Class 23 contains 50728 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45079 members 
Mstep: Class 26 contains 19942 members 
Mstep: Class 27 contains 40761 members 
Mstep: Class 28 contains 41837 members 
Mstep: Class 29 contains 45254 members 
Mstep: Class 30 contains 48641 members 
Mstep: Class 31 contains 23915 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 17269 members 
Mstep: Class 34 contains 68538 members 
Mstep: Class 35 contains 39221 members 
Mstep: Class 36 contains 44782 members 
Mstep: Class 37 contains 4801 members 
Mstep: Class 38 contains 44337 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 41487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431952.000000 Penalty: 138191.531250
Iteration 233Q: 41 clusters Score -1.96432e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 38736 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 17144 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39246 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 49980 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22485 members 
Mstep: Class 13 contains 36989 members 
Mstep: Class 14 contains 44957 members 
Mstep: Class 15 contains 35996 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47064 members 
Mstep: Class 18 contains 11834 members 
Mstep: Class 19 contains 39542 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 15751 members 
Mstep: Class 22 contains 49194 members 
Mstep: Class 23 contains 50706 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45052 members 
Mstep: Class 26 contains 19926 members 
Mstep: Class 27 contains 40765 members 
Mstep: Class 28 contains 41832 members 
Mstep: Class 29 contains 45138 members 
Mstep: Class 30 contains 48622 members 
Mstep: Class 31 contains 23915 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 17380 members 
Mstep: Class 34 contains 68513 members 
Mstep: Class 35 contains 39171 members 
Mstep: Class 36 contains 44761 members 
Mstep: Class 37 contains 4800 members 
Mstep: Class 38 contains 44346 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 41937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432448.000000 Penalty: 138191.531250
Iteration 234Q: 41 clusters Score -1.964324e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 38662 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17138 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39169 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 49986 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22467 members 
Mstep: Class 13 contains 37087 members 
Mstep: Class 14 contains 44935 members 
Mstep: Class 15 contains 35992 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47072 members 
Mstep: Class 18 contains 11828 members 
Mstep: Class 19 contains 39409 members 
Mstep: Class 20 contains 42265 members 
Mstep: Class 21 contains 15740 members 
Mstep: Class 22 contains 49189 members 
Mstep: Class 23 contains 50693 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45024 members 
Mstep: Class 26 contains 19916 members 
Mstep: Class 27 contains 40755 members 
Mstep: Class 28 contains 41821 members 
Mstep: Class 29 contains 45062 members 
Mstep: Class 30 contains 48620 members 
Mstep: Class 31 contains 23912 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17502 members 
Mstep: Class 34 contains 68485 members 
Mstep: Class 35 contains 39120 members 
Mstep: Class 36 contains 44745 members 
Mstep: Class 37 contains 4806 members 
Mstep: Class 38 contains 44357 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432576.000000 Penalty: 138191.531250
Iteration 235Q: 41 clusters Score -1.964326e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 38616 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 17129 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39081 members 
Mstep: Class 9 contains 7530 members 
Mstep: Class 10 contains 50003 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22449 members 
Mstep: Class 13 contains 37171 members 
Mstep: Class 14 contains 44921 members 
Mstep: Class 15 contains 35971 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47062 members 
Mstep: Class 18 contains 11824 members 
Mstep: Class 19 contains 39238 members 
Mstep: Class 20 contains 42237 members 
Mstep: Class 21 contains 15736 members 
Mstep: Class 22 contains 49169 members 
Mstep: Class 23 contains 50691 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45010 members 
Mstep: Class 26 contains 19916 members 
Mstep: Class 27 contains 40753 members 
Mstep: Class 28 contains 41817 members 
Mstep: Class 29 contains 45056 members 
Mstep: Class 30 contains 48623 members 
Mstep: Class 31 contains 23916 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17602 members 
Mstep: Class 34 contains 68459 members 
Mstep: Class 35 contains 39059 members 
Mstep: Class 36 contains 44726 members 
Mstep: Class 37 contains 4809 members 
Mstep: Class 38 contains 44362 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432544.000000 Penalty: 138191.531250
Iteration 236Q: 41 clusters Score -1.964325e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 38591 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39012 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 50012 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22436 members 
Mstep: Class 13 contains 37262 members 
Mstep: Class 14 contains 44906 members 
Mstep: Class 15 contains 35953 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47048 members 
Mstep: Class 18 contains 11819 members 
Mstep: Class 19 contains 39105 members 
Mstep: Class 20 contains 42213 members 
Mstep: Class 21 contains 15732 members 
Mstep: Class 22 contains 49149 members 
Mstep: Class 23 contains 50689 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44959 members 
Mstep: Class 26 contains 19914 members 
Mstep: Class 27 contains 40739 members 
Mstep: Class 28 contains 41811 members 
Mstep: Class 29 contains 45026 members 
Mstep: Class 30 contains 48620 members 
Mstep: Class 31 contains 23919 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17702 members 
Mstep: Class 34 contains 68440 members 
Mstep: Class 35 contains 38987 members 
Mstep: Class 36 contains 44710 members 
Mstep: Class 37 contains 4810 members 
Mstep: Class 38 contains 44355 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 42990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432416.000000 Penalty: 138191.531250
Iteration 237Q: 41 clusters Score -1.964324e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 38535 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 17120 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38931 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 50024 members 
Mstep: Class 11 contains 10494 members 
Mstep: Class 12 contains 22426 members 
Mstep: Class 13 contains 37391 members 
Mstep: Class 14 contains 44891 members 
Mstep: Class 15 contains 35926 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47041 members 
Mstep: Class 18 contains 11811 members 
Mstep: Class 19 contains 38982 members 
Mstep: Class 20 contains 42171 members 
Mstep: Class 21 contains 15733 members 
Mstep: Class 22 contains 49122 members 
Mstep: Class 23 contains 50705 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44916 members 
Mstep: Class 26 contains 19913 members 
Mstep: Class 27 contains 40738 members 
Mstep: Class 28 contains 41801 members 
Mstep: Class 29 contains 44958 members 
Mstep: Class 30 contains 48643 members 
Mstep: Class 31 contains 23923 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17795 members 
Mstep: Class 34 contains 68436 members 
Mstep: Class 35 contains 38921 members 
Mstep: Class 36 contains 44691 members 
Mstep: Class 37 contains 4815 members 
Mstep: Class 38 contains 44346 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432208.000000 Penalty: 138191.531250
Iteration 238Q: 41 clusters Score -1.964322e+08 nChanged 2436
Entering ConstructFrom: 
Score: -196432208.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Entering Unmasked Estep 
Score: -2601422.750000 Penalty: 2378.525879
	Iteration 0F: 2 clusters Score -2601423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2590788.250000 Penalty: 4757.051758
	Iteration 0F: 3 clusters Score -2590788 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2594226.500000 Penalty: 4757.051758
	Iteration 1F: 3 clusters Score -2594226 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2594636.500000 Penalty: 4757.051758
	Iteration 2F: 3 clusters Score -2594636 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2595055.500000 Penalty: 4757.051758
	Iteration 3F: 3 clusters Score -2595056 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2595499.750000 Penalty: 4757.051758
	Iteration 4F: 3 clusters Score -2595500 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2596027.750000 Penalty: 4757.051758
	Iteration 5F: 3 clusters Score -2596028 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2596699.250000 Penalty: 4757.051758
	Iteration 6F: 3 clusters Score -2596699 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2597426.500000 Penalty: 4757.051758
	Iteration 7F: 3 clusters Score -2597426 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2598022.750000 Penalty: 4757.051758
	Iteration 8Q: 3 clusters Score -2598023 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2598511.500000 Penalty: 4757.051758
	Iteration 9Q: 3 clusters Score -2598512 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2598860.000000 Penalty: 4757.051758
	Iteration 10Q: 3 clusters Score -2598860 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2599077.750000 Penalty: 4757.051758
	Iteration 11Q: 3 clusters Score -2599078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2599180.000000 Penalty: 4757.051758
	Iteration 12Q: 3 clusters Score -2599180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2599233.000000 Penalty: 4757.051758
	Iteration 13Q: 3 clusters Score -2599233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2599278.500000 Penalty: 4757.051758
	Iteration 14Q: 3 clusters Score -2599278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2599306.500000 Penalty: 4757.051758
	Iteration 15Q: 3 clusters Score -2599306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2599327.000000 Penalty: 4757.051758
	Iteration 16Q: 3 clusters Score -2599327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2599351.000000 Penalty: 4757.051758
	Iteration 17Q: 3 clusters Score -2599351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2599360.750000 Penalty: 4757.051758
	Iteration 18Q: 3 clusters Score -2599361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2599360.250000 Penalty: 4757.051758
	Iteration 19Q: 3 clusters Score -2599360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2599362.000000 Penalty: 4757.051758
	Iteration 20F: 3 clusters Score -2599362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2599368.000000 Penalty: 4757.051758
	Iteration 21Q: 3 clusters Score -2599368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2599366.500000 Penalty: 4757.051758
	Iteration 22Q: 3 clusters Score -2599366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2599368.000000 Penalty: 4757.051758
	Iteration 23Q: 3 clusters Score -2599368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2599370.500000 Penalty: 4757.051758
	Iteration 24Q: 3 clusters Score -2599370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2599370.750000 Penalty: 4757.051758
	Iteration 25Q: 3 clusters Score -2599371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2599370.750000 Penalty: 4757.051758
	Iteration 26F: 3 clusters Score -2599371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Entering Unmasked Estep 
Score: -6926159.500000 Penalty: 2618.441406
	Iteration 0F: 2 clusters Score -6926160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -6900142.500000 Penalty: 5236.882812
	Iteration 0F: 3 clusters Score -6900142 nChanged 17724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -6909923.000000 Penalty: 5236.882812
	Iteration 1F: 3 clusters Score -6909923 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -6910297.000000 Penalty: 5236.882812
	Iteration 2Q: 3 clusters Score -6910297 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -6910601.000000 Penalty: 5236.882812
	Iteration 3Q: 3 clusters Score -6910601 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -6910882.000000 Penalty: 5236.882812
	Iteration 4Q: 3 clusters Score -6910882 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -6911082.000000 Penalty: 5236.882812
	Iteration 5Q: 3 clusters Score -6911082 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -6911314.500000 Penalty: 5236.882812
	Iteration 6Q: 3 clusters Score -6911314 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -6911618.500000 Penalty: 5236.882812
	Iteration 7Q: 3 clusters Score -6911618 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -6911992.000000 Penalty: 5236.882812
	Iteration 8Q: 3 clusters Score -6911992 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6912423.000000 Penalty: 5236.882812
	Iteration 9Q: 3 clusters Score -6912423 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -6913135.000000 Penalty: 5236.882812
	Iteration 10Q: 3 clusters Score -6913135 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -6914166.000000 Penalty: 5236.882812
	Iteration 11Q: 3 clusters Score -6914166 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -6915596.000000 Penalty: 5236.882812
	Iteration 12F: 3 clusters Score -6915596 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -6917354.500000 Penalty: 5236.882812
	Iteration 13F: 3 clusters Score -6917354 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -6919202.500000 Penalty: 5236.882812
	Iteration 14F: 3 clusters Score -6919202 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6920756.500000 Penalty: 5236.882812
	Iteration 15Q: 3 clusters Score -6920756 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6921844.500000 Penalty: 5236.882812
	Iteration 16Q: 3 clusters Score -6921844 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6922521.000000 Penalty: 5236.882812
	Iteration 17Q: 3 clusters Score -6922521 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6923024.500000 Penalty: 5236.882812
	Iteration 18Q: 3 clusters Score -6923024 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6923275.000000 Penalty: 5236.882812
	Iteration 19Q: 3 clusters Score -6923275 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6923432.000000 Penalty: 5236.882812
	Iteration 20F: 3 clusters Score -6923432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6923548.500000 Penalty: 5236.882812
	Iteration 21Q: 3 clusters Score -6923548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6923629.500000 Penalty: 5236.882812
	Iteration 22Q: 3 clusters Score -6923630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6923695.000000 Penalty: 5236.882812
	Iteration 23Q: 3 clusters Score -6923695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6923759.000000 Penalty: 5236.882812
	Iteration 24Q: 3 clusters Score -6923759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6923779.500000 Penalty: 5236.882812
	Iteration 25Q: 3 clusters Score -6923780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6923802.000000 Penalty: 5236.882812
	Iteration 26Q: 3 clusters Score -6923802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6923816.500000 Penalty: 5236.882812
	Iteration 27Q: 3 clusters Score -6923816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6923838.000000 Penalty: 5236.882812
	Iteration 28Q: 3 clusters Score -6923838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6923854.500000 Penalty: 5236.882812
	Iteration 29Q: 3 clusters Score -6923854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6923872.500000 Penalty: 5236.882812
	Iteration 30Q: 3 clusters Score -6923872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6923872.000000 Penalty: 5236.882812
	Iteration 31Q: 3 clusters Score -6923872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6923877.000000 Penalty: 5236.882812
	Iteration 32Q: 3 clusters Score -6923877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6923877.000000 Penalty: 5236.882812
	Iteration 33Q: 3 clusters Score -6923877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6923877.000000 Penalty: 5236.882812
	Iteration 34F: 3 clusters Score -6923877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -349200.562500 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -349200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -346499.312500 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -346499.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -347232.656250 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -347232.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -347585.343750 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -347585.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -347835.250000 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -347835.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -347971.812500 Penalty: 3803.606201
	Iteration 4F: 3 clusters Score -347971.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -348076.531250 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -348076.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -348158.312500 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -348158.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -348243.562500 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -348243.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -348307.687500 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -348307.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -348361.625000 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -348361.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -348414.218750 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -348414.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -348453.843750 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -348453.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -348485.656250 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -348485.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -348501.875000 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -348501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -348512.687500 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -348512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -348518.468750 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -348518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -348522.031250 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -348522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -348526.000000 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -348526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -348529.687500 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -348529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -348534.125000 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -348534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -348540.687500 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -348540.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -348560.937500 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -348560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -348577.375000 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -348577.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -348590.562500 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -348590.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -348603.406250 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -348603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -348615.531250 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -348615.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -348627.156250 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -348627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -348638.250000 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -348638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -348642.968750 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -348643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -348645.218750 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -348645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -348646.437500 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -348646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -348646.843750 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -348646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -348646.843750 Penalty: 3803.606201
	Iteration 32F: 3 clusters Score -348646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Entering Unmasked Estep 
Score: -2489742.000000 Penalty: 2368.387695
	Iteration 0F: 2 clusters Score -2489742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2479492.000000 Penalty: 4736.775391
	Iteration 0F: 3 clusters Score -2479492 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2482690.500000 Penalty: 4736.775391
	Iteration 1F: 3 clusters Score -2482690 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2483002.000000 Penalty: 4736.775391
	Iteration 2F: 3 clusters Score -2483002 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2483217.750000 Penalty: 4736.775391
	Iteration 3Q: 3 clusters Score -2483218 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2483400.000000 Penalty: 4736.775391
	Iteration 4Q: 3 clusters Score -2483400 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2483547.250000 Penalty: 4736.775391
	Iteration 5Q: 3 clusters Score -2483547 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2483693.000000 Penalty: 4736.775391
	Iteration 6Q: 3 clusters Score -2483693 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2483857.500000 Penalty: 4736.775391
	Iteration 7Q: 3 clusters Score -2483858 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2484028.750000 Penalty: 4736.775391
	Iteration 8Q: 3 clusters Score -2484029 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2484247.750000 Penalty: 4736.775391
	Iteration 9Q: 3 clusters Score -2484248 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2484506.750000 Penalty: 4736.775391
	Iteration 10Q: 3 clusters Score -2484507 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2484870.750000 Penalty: 4736.775391
	Iteration 11Q: 3 clusters Score -2484871 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2485261.000000 Penalty: 4736.775391
	Iteration 12Q: 3 clusters Score -2485261 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2485713.500000 Penalty: 4736.775391
	Iteration 13Q: 3 clusters Score -2485714 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2486213.250000 Penalty: 4736.775391
	Iteration 14Q: 3 clusters Score -2486213 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2486627.750000 Penalty: 4736.775391
	Iteration 15Q: 3 clusters Score -2486628 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2486947.500000 Penalty: 4736.775391
	Iteration 16Q: 3 clusters Score -2486948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2487188.500000 Penalty: 4736.775391
	Iteration 17Q: 3 clusters Score -2487188 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2487383.000000 Penalty: 4736.775391
	Iteration 18Q: 3 clusters Score -2487383 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2487528.250000 Penalty: 4736.775391
	Iteration 19Q: 3 clusters Score -2487528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2487632.750000 Penalty: 4736.775391
	Iteration 20F: 3 clusters Score -2487633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2487695.500000 Penalty: 4736.775391
	Iteration 21Q: 3 clusters Score -2487696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2487743.250000 Penalty: 4736.775391
	Iteration 22Q: 3 clusters Score -2487743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2487765.250000 Penalty: 4736.775391
	Iteration 23Q: 3 clusters Score -2487765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2487783.000000 Penalty: 4736.775391
	Iteration 24Q: 3 clusters Score -2487783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2487799.500000 Penalty: 4736.775391
	Iteration 25Q: 3 clusters Score -2487800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2487800.250000 Penalty: 4736.775391
	Iteration 26Q: 3 clusters Score -2487800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2487802.500000 Penalty: 4736.775391
	Iteration 27Q: 3 clusters Score -2487802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2487804.750000 Penalty: 4736.775391
	Iteration 28Q: 3 clusters Score -2487805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2487805.500000 Penalty: 4736.775391
	Iteration 29Q: 3 clusters Score -2487806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2487809.000000 Penalty: 4736.775391
	Iteration 30Q: 3 clusters Score -2487809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2487808.000000 Penalty: 4736.775391
	Iteration 31Q: 3 clusters Score -2487808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2487808.500000 Penalty: 4736.775391
	Iteration 32Q: 3 clusters Score -2487808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2487808.500000 Penalty: 4736.775391
	Iteration 33F: 3 clusters Score -2487808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Entering Unmasked Estep 
Score: -3012269.750000 Penalty: 2417.489990
	Iteration 0F: 2 clusters Score -3012270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2999968.750000 Penalty: 4834.979980
	Iteration 0F: 3 clusters Score -2999969 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3004004.000000 Penalty: 4834.979980
	Iteration 1F: 3 clusters Score -3004004 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3004443.250000 Penalty: 4834.979980
	Iteration 2F: 3 clusters Score -3004443 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3004810.250000 Penalty: 4834.979980
	Iteration 3Q: 3 clusters Score -3004810 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3005203.000000 Penalty: 4834.979980
	Iteration 4Q: 3 clusters Score -3005203 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3005643.250000 Penalty: 4834.979980
	Iteration 5Q: 3 clusters Score -3005643 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3006057.250000 Penalty: 4834.979980
	Iteration 6Q: 3 clusters Score -3006057 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3006521.500000 Penalty: 4834.979980
	Iteration 7Q: 3 clusters Score -3006522 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3006987.250000 Penalty: 4834.979980
	Iteration 8Q: 3 clusters Score -3006987 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3007490.000000 Penalty: 4834.979980
	Iteration 9Q: 3 clusters Score -3007490 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3008023.500000 Penalty: 4834.979980
	Iteration 10Q: 3 clusters Score -3008024 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3008561.000000 Penalty: 4834.979980
	Iteration 11Q: 3 clusters Score -3008561 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3009084.250000 Penalty: 4834.979980
	Iteration 12Q: 3 clusters Score -3009084 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3009495.750000 Penalty: 4834.979980
	Iteration 13Q: 3 clusters Score -3009496 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3009884.000000 Penalty: 4834.979980
	Iteration 14Q: 3 clusters Score -3009884 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3010164.000000 Penalty: 4834.979980
	Iteration 15Q: 3 clusters Score -3010164 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3010356.250000 Penalty: 4834.979980
	Iteration 16Q: 3 clusters Score -3010356 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3010514.750000 Penalty: 4834.979980
	Iteration 17Q: 3 clusters Score -3010515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3010642.750000 Penalty: 4834.979980
	Iteration 18Q: 3 clusters Score -3010643 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3010727.500000 Penalty: 4834.979980
	Iteration 19Q: 3 clusters Score -3010728 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3010783.000000 Penalty: 4834.979980
	Iteration 20F: 3 clusters Score -3010783 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3010835.750000 Penalty: 4834.979980
	Iteration 21Q: 3 clusters Score -3010836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3010880.500000 Penalty: 4834.979980
	Iteration 22Q: 3 clusters Score -3010880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3010925.500000 Penalty: 4834.979980
	Iteration 23Q: 3 clusters Score -3010926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3010954.500000 Penalty: 4834.979980
	Iteration 24Q: 3 clusters Score -3010954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3010983.250000 Penalty: 4834.979980
	Iteration 25Q: 3 clusters Score -3010983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3011002.750000 Penalty: 4834.979980
	Iteration 26Q: 3 clusters Score -3011003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3011016.000000 Penalty: 4834.979980
	Iteration 27Q: 3 clusters Score -3011016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3011025.250000 Penalty: 4834.979980
	Iteration 28Q: 3 clusters Score -3011025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3011044.750000 Penalty: 4834.979980
	Iteration 29Q: 3 clusters Score -3011045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3011057.000000 Penalty: 4834.979980
	Iteration 30Q: 3 clusters Score -3011057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3011069.750000 Penalty: 4834.979980
	Iteration 31Q: 3 clusters Score -3011070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3011080.750000 Penalty: 4834.979980
	Iteration 32Q: 3 clusters Score -3011081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3011085.750000 Penalty: 4834.979980
	Iteration 33Q: 3 clusters Score -3011086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3011098.250000 Penalty: 4834.979980
	Iteration 34Q: 3 clusters Score -3011098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3011099.500000 Penalty: 4834.979980
	Iteration 35Q: 3 clusters Score -3011100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3011107.250000 Penalty: 4834.979980
	Iteration 36Q: 3 clusters Score -3011107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3011108.500000 Penalty: 4834.979980
	Iteration 37Q: 3 clusters Score -3011108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3011110.500000 Penalty: 4834.979980
	Iteration 38Q: 3 clusters Score -3011110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3011112.250000 Penalty: 4834.979980
	Iteration 39Q: 3 clusters Score -3011112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3011112.250000 Penalty: 4834.979980
	Iteration 40F: 3 clusters Score -3011112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124180.671875 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124180.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124815.109375 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -124815.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125101.171875 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125101.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125224.179688 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125224.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125388.289062 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -125388.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125583.148438 Penalty: 3449.500977
	Iteration 5F: 3 clusters Score -125583.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125729.742188 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -125729.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125901.312500 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -125901.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126059.500000 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -126059.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -126251.359375 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -126251.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -126519.414062 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -126519.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126730.570312 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126730.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126924.781250 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126924.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127064.406250 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -127064.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -127103.281250 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -127103.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127127.804688 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -127127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127141.593750 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -127141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127151.625000 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -127151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127155.781250 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -127155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127158.664062 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -127158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127171.632812 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -127171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127194.085938 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -127194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127200.484375 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -127200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127200.484375 Penalty: 3449.500977
	Iteration 23F: 3 clusters Score -127200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38845 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 37508 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47028 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 42139 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40747 members 
Mstep: Class 28 contains 41796 members 
Mstep: Class 29 contains 44904 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 38842 members 
Mstep: Class 36 contains 44671 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43656 members 
Mstep: Class 41 contains 603 members 
Entering Unmasked Estep 
Score: -196431600.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196432208.000000 to -196431600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -93649.437500 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -93649.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92060.218750 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -92060.22 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92412.062500 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -92412.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92601.843750 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -92601.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92821.375000 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -92821.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93137.859375 Penalty: 3203.335693
	Iteration 4F: 3 clusters Score -93137.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93404.851562 Penalty: 3203.335693
	Iteration 5F: 3 clusters Score -93404.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93595.390625 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -93595.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93701.289062 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -93701.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93758.171875 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -93758.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93795.226562 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -93795.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93888.078125 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -93888.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93988.773438 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -93988.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94042.414062 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -94042.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94048.734375 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -94048.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94051.531250 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -94051.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94051.531250 Penalty: 3203.335693
	Iteration 15F: 3 clusters Score -94051.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 38845 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 37508 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47028 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 42139 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40747 members 
Mstep: Class 28 contains 41796 members 
Mstep: Class 29 contains 44904 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 38842 members 
Mstep: Class 36 contains 44671 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43656 members 
Mstep: Class 41 contains 307 members 
Entering Unmasked Estep 
Score: -196430688.000000 Penalty: 141646.312500
Splitting cluster 7 changes total score from -196432208.000000 to -196430688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (38845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Entering Unmasked Estep 
Score: -6970737.500000 Penalty: 2620.699219
	Iteration 0F: 2 clusters Score -6970738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -6944731.000000 Penalty: 5241.398438
	Iteration 0F: 3 clusters Score -6944731 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -6954512.500000 Penalty: 5241.398438
	Iteration 1F: 3 clusters Score -6954512 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6955231.000000 Penalty: 5241.398438
	Iteration 2Q: 3 clusters Score -6955231 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6956119.000000 Penalty: 5241.398438
	Iteration 3Q: 3 clusters Score -6956119 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6957283.000000 Penalty: 5241.398438
	Iteration 4F: 3 clusters Score -6957283 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6958816.500000 Penalty: 5241.398438
	Iteration 5F: 3 clusters Score -6958816 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -6961010.000000 Penalty: 5241.398438
	Iteration 6F: 3 clusters Score -6961010 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -6963780.500000 Penalty: 5241.398438
	Iteration 7F: 3 clusters Score -6963780 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -6966064.500000 Penalty: 5241.398438
	Iteration 8F: 3 clusters Score -6966064 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -6967430.000000 Penalty: 5241.398438
	Iteration 9Q: 3 clusters Score -6967430 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -6967974.500000 Penalty: 5241.398438
	Iteration 10Q: 3 clusters Score -6967974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -6968182.000000 Penalty: 5241.398438
	Iteration 11Q: 3 clusters Score -6968182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -6968300.500000 Penalty: 5241.398438
	Iteration 12Q: 3 clusters Score -6968300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -6968341.000000 Penalty: 5241.398438
	Iteration 13Q: 3 clusters Score -6968341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -6968384.000000 Penalty: 5241.398438
	Iteration 14Q: 3 clusters Score -6968384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -6968412.500000 Penalty: 5241.398438
	Iteration 15Q: 3 clusters Score -6968412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -6968424.000000 Penalty: 5241.398438
	Iteration 16Q: 3 clusters Score -6968424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -6968436.500000 Penalty: 5241.398438
	Iteration 17Q: 3 clusters Score -6968436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -6968438.000000 Penalty: 5241.398438
	Iteration 18Q: 3 clusters Score -6968438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -6968449.500000 Penalty: 5241.398438
	Iteration 19Q: 3 clusters Score -6968450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -6968444.500000 Penalty: 5241.398438
	Iteration 20F: 3 clusters Score -6968444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Entering Unmasked Estep 
Score: -1316312.250000 Penalty: 2213.017578
	Iteration 0F: 2 clusters Score -1316312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1310215.500000 Penalty: 4426.035156
	Iteration 0F: 3 clusters Score -1310216 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1311895.375000 Penalty: 4426.035156
	Iteration 1F: 3 clusters Score -1311895 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1312157.125000 Penalty: 4426.035156
	Iteration 2F: 3 clusters Score -1312157 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1312362.000000 Penalty: 4426.035156
	Iteration 3Q: 3 clusters Score -1312362 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1312588.250000 Penalty: 4426.035156
	Iteration 4Q: 3 clusters Score -1312588 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1312786.375000 Penalty: 4426.035156
	Iteration 5Q: 3 clusters Score -1312786 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1312989.250000 Penalty: 4426.035156
	Iteration 6Q: 3 clusters Score -1312989 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1313234.125000 Penalty: 4426.035156
	Iteration 7Q: 3 clusters Score -1313234 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1313527.000000 Penalty: 4426.035156
	Iteration 8Q: 3 clusters Score -1313527 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1313841.625000 Penalty: 4426.035156
	Iteration 9Q: 3 clusters Score -1313842 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1314125.250000 Penalty: 4426.035156
	Iteration 10Q: 3 clusters Score -1314125 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1314391.625000 Penalty: 4426.035156
	Iteration 11Q: 3 clusters Score -1314392 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1314614.375000 Penalty: 4426.035156
	Iteration 12Q: 3 clusters Score -1314614 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1314769.750000 Penalty: 4426.035156
	Iteration 13Q: 3 clusters Score -1314770 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1314864.375000 Penalty: 4426.035156
	Iteration 14Q: 3 clusters Score -1314864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1314954.125000 Penalty: 4426.035156
	Iteration 15Q: 3 clusters Score -1314954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1315002.000000 Penalty: 4426.035156
	Iteration 16Q: 3 clusters Score -1315002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1315036.500000 Penalty: 4426.035156
	Iteration 17Q: 3 clusters Score -1315036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1315057.250000 Penalty: 4426.035156
	Iteration 18Q: 3 clusters Score -1315057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1315071.125000 Penalty: 4426.035156
	Iteration 19Q: 3 clusters Score -1315071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1315078.625000 Penalty: 4426.035156
	Iteration 20F: 3 clusters Score -1315079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1315091.125000 Penalty: 4426.035156
	Iteration 21Q: 3 clusters Score -1315091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1315097.000000 Penalty: 4426.035156
	Iteration 22Q: 3 clusters Score -1315097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1315101.250000 Penalty: 4426.035156
	Iteration 23Q: 3 clusters Score -1315101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1315108.125000 Penalty: 4426.035156
	Iteration 24Q: 3 clusters Score -1315108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1315110.250000 Penalty: 4426.035156
	Iteration 25Q: 3 clusters Score -1315110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1315114.250000 Penalty: 4426.035156
	Iteration 26Q: 3 clusters Score -1315114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1315118.125000 Penalty: 4426.035156
	Iteration 27Q: 3 clusters Score -1315118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1315119.125000 Penalty: 4426.035156
	Iteration 28Q: 3 clusters Score -1315119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1315123.750000 Penalty: 4426.035156
	Iteration 29Q: 3 clusters Score -1315124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1315127.750000 Penalty: 4426.035156
	Iteration 30Q: 3 clusters Score -1315128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1315130.875000 Penalty: 4426.035156
	Iteration 31Q: 3 clusters Score -1315131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1315131.000000 Penalty: 4426.035156
	Iteration 32Q: 3 clusters Score -1315131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1315133.500000 Penalty: 4426.035156
	Iteration 33Q: 3 clusters Score -1315134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1315141.500000 Penalty: 4426.035156
	Iteration 34Q: 3 clusters Score -1315142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1315142.250000 Penalty: 4426.035156
	Iteration 35Q: 3 clusters Score -1315142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1315143.750000 Penalty: 4426.035156
	Iteration 36Q: 3 clusters Score -1315144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1315146.500000 Penalty: 4426.035156
	Iteration 37Q: 3 clusters Score -1315146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1315145.250000 Penalty: 4426.035156
	Iteration 38Q: 3 clusters Score -1315145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1315147.875000 Penalty: 4426.035156
	Iteration 39Q: 3 clusters Score -1315148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1315150.375000 Penalty: 4426.035156
	Iteration 40F: 3 clusters Score -1315150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1315150.375000 Penalty: 4426.035156
	Iteration 41Q: 3 clusters Score -1315150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1315152.000000 Penalty: 4426.035156
	Iteration 42Q: 3 clusters Score -1315152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1315151.625000 Penalty: 4426.035156
	Iteration 43Q: 3 clusters Score -1315152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1315153.375000 Penalty: 4426.035156
	Iteration 44Q: 3 clusters Score -1315153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1315154.625000 Penalty: 4426.035156
	Iteration 45Q: 3 clusters Score -1315155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1315157.375000 Penalty: 4426.035156
	Iteration 46Q: 3 clusters Score -1315157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1315156.875000 Penalty: 4426.035156
	Iteration 47Q: 3 clusters Score -1315157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1315158.000000 Penalty: 4426.035156
	Iteration 48Q: 3 clusters Score -1315158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1315158.875000 Penalty: 4426.035156
	Iteration 49Q: 3 clusters Score -1315159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1315160.125000 Penalty: 4426.035156
	Iteration 50Q: 3 clusters Score -1315160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1315163.625000 Penalty: 4426.035156
	Iteration 51Q: 3 clusters Score -1315164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1315163.500000 Penalty: 4426.035156
	Iteration 52Q: 3 clusters Score -1315164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1315166.750000 Penalty: 4426.035156
	Iteration 53Q: 3 clusters Score -1315167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1315164.000000 Penalty: 4426.035156
	Iteration 54Q: 3 clusters Score -1315164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1315169.125000 Penalty: 4426.035156
	Iteration 55Q: 3 clusters Score -1315169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1315170.125000 Penalty: 4426.035156
	Iteration 56Q: 3 clusters Score -1315170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1315171.500000 Penalty: 4426.035156
	Iteration 57Q: 3 clusters Score -1315172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1315175.000000 Penalty: 4426.035156
	Iteration 58Q: 3 clusters Score -1315175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1315175.500000 Penalty: 4426.035156
	Iteration 59Q: 3 clusters Score -1315176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1315177.375000 Penalty: 4426.035156
	Iteration 60F: 3 clusters Score -1315177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1315179.750000 Penalty: 4426.035156
	Iteration 61Q: 3 clusters Score -1315180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1315178.625000 Penalty: 4426.035156
	Iteration 62Q: 3 clusters Score -1315179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1315179.250000 Penalty: 4426.035156
	Iteration 63Q: 3 clusters Score -1315179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1315179.250000 Penalty: 4426.035156
	Iteration 64F: 3 clusters Score -1315179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Entering Unmasked Estep 
Score: -8886619.000000 Penalty: 2683.518066
	Iteration 0F: 2 clusters Score -8886619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -8855327.000000 Penalty: 5367.036133
	Iteration 0F: 3 clusters Score -8855327 nChanged 23198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -8868124.000000 Penalty: 5367.036133
	Iteration 1F: 3 clusters Score -8868124 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -8868707.000000 Penalty: 5367.036133
	Iteration 2Q: 3 clusters Score -8868707 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -8869213.000000 Penalty: 5367.036133
	Iteration 3Q: 3 clusters Score -8869213 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -8869905.000000 Penalty: 5367.036133
	Iteration 4Q: 3 clusters Score -8869905 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -8870797.000000 Penalty: 5367.036133
	Iteration 5Q: 3 clusters Score -8870797 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -8872193.000000 Penalty: 5367.036133
	Iteration 6F: 3 clusters Score -8872193 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -8874266.000000 Penalty: 5367.036133
	Iteration 7F: 3 clusters Score -8874266 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -8877084.000000 Penalty: 5367.036133
	Iteration 8F: 3 clusters Score -8877084 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -8879979.000000 Penalty: 5367.036133
	Iteration 9F: 3 clusters Score -8879979 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -8882352.000000 Penalty: 5367.036133
	Iteration 10F: 3 clusters Score -8882352 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -8883792.000000 Penalty: 5367.036133
	Iteration 11Q: 3 clusters Score -8883792 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8884696.000000 Penalty: 5367.036133
	Iteration 12Q: 3 clusters Score -8884696 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8885245.000000 Penalty: 5367.036133
	Iteration 13Q: 3 clusters Score -8885245 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8885602.000000 Penalty: 5367.036133
	Iteration 14Q: 3 clusters Score -8885602 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8885806.000000 Penalty: 5367.036133
	Iteration 15Q: 3 clusters Score -8885806 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8885936.000000 Penalty: 5367.036133
	Iteration 16Q: 3 clusters Score -8885936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8885985.000000 Penalty: 5367.036133
	Iteration 17Q: 3 clusters Score -8885985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8886032.000000 Penalty: 5367.036133
	Iteration 18Q: 3 clusters Score -8886032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8886052.000000 Penalty: 5367.036133
	Iteration 19Q: 3 clusters Score -8886052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8886087.000000 Penalty: 5367.036133
	Iteration 20F: 3 clusters Score -8886087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8886108.000000 Penalty: 5367.036133
	Iteration 21Q: 3 clusters Score -8886108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8886133.000000 Penalty: 5367.036133
	Iteration 22Q: 3 clusters Score -8886133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8886135.000000 Penalty: 5367.036133
	Iteration 23Q: 3 clusters Score -8886135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8886138.000000 Penalty: 5367.036133
	Iteration 24Q: 3 clusters Score -8886138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8886156.000000 Penalty: 5367.036133
	Iteration 25Q: 3 clusters Score -8886156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8886151.000000 Penalty: 5367.036133
	Iteration 26Q: 3 clusters Score -8886151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8886153.000000 Penalty: 5367.036133
	Iteration 27Q: 3 clusters Score -8886153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8886157.000000 Penalty: 5367.036133
	Iteration 28Q: 3 clusters Score -8886157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8886158.000000 Penalty: 5367.036133
	Iteration 29Q: 3 clusters Score -8886158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8886156.000000 Penalty: 5367.036133
	Iteration 30Q: 3 clusters Score -8886156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8886153.000000 Penalty: 5367.036133
	Iteration 31Q: 3 clusters Score -8886153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8886156.000000 Penalty: 5367.036133
	Iteration 32Q: 3 clusters Score -8886156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8886156.000000 Penalty: 5367.036133
	Iteration 33F: 3 clusters Score -8886156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Entering Unmasked Estep 
Score: -1854001.375000 Penalty: 2296.193359
	Iteration 0F: 2 clusters Score -1854001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1846162.500000 Penalty: 4592.386719
	Iteration 0F: 3 clusters Score -1846162 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1848433.875000 Penalty: 4592.386719
	Iteration 1F: 3 clusters Score -1848434 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1848780.875000 Penalty: 4592.386719
	Iteration 2F: 3 clusters Score -1848781 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1849070.875000 Penalty: 4592.386719
	Iteration 3F: 3 clusters Score -1849071 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1849313.625000 Penalty: 4592.386719
	Iteration 4Q: 3 clusters Score -1849314 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1849519.625000 Penalty: 4592.386719
	Iteration 5Q: 3 clusters Score -1849520 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1849710.250000 Penalty: 4592.386719
	Iteration 6Q: 3 clusters Score -1849710 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1849897.500000 Penalty: 4592.386719
	Iteration 7Q: 3 clusters Score -1849898 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1850116.750000 Penalty: 4592.386719
	Iteration 8Q: 3 clusters Score -1850117 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1850368.000000 Penalty: 4592.386719
	Iteration 9Q: 3 clusters Score -1850368 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1850634.000000 Penalty: 4592.386719
	Iteration 10Q: 3 clusters Score -1850634 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1850882.125000 Penalty: 4592.386719
	Iteration 11Q: 3 clusters Score -1850882 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1851102.125000 Penalty: 4592.386719
	Iteration 12Q: 3 clusters Score -1851102 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1851302.375000 Penalty: 4592.386719
	Iteration 13Q: 3 clusters Score -1851302 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1851457.875000 Penalty: 4592.386719
	Iteration 14Q: 3 clusters Score -1851458 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1851588.125000 Penalty: 4592.386719
	Iteration 15Q: 3 clusters Score -1851588 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1851714.875000 Penalty: 4592.386719
	Iteration 16Q: 3 clusters Score -1851715 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1851847.375000 Penalty: 4592.386719
	Iteration 17Q: 3 clusters Score -1851847 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1851942.875000 Penalty: 4592.386719
	Iteration 18Q: 3 clusters Score -1851943 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1852015.125000 Penalty: 4592.386719
	Iteration 19Q: 3 clusters Score -1852015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1852058.500000 Penalty: 4592.386719
	Iteration 20F: 3 clusters Score -1852058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1852105.750000 Penalty: 4592.386719
	Iteration 21Q: 3 clusters Score -1852106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1852143.500000 Penalty: 4592.386719
	Iteration 22Q: 3 clusters Score -1852144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1852189.125000 Penalty: 4592.386719
	Iteration 23Q: 3 clusters Score -1852189 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1852226.000000 Penalty: 4592.386719
	Iteration 24Q: 3 clusters Score -1852226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1852250.125000 Penalty: 4592.386719
	Iteration 25Q: 3 clusters Score -1852250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1852262.250000 Penalty: 4592.386719
	Iteration 26Q: 3 clusters Score -1852262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1852272.500000 Penalty: 4592.386719
	Iteration 27Q: 3 clusters Score -1852272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1852285.750000 Penalty: 4592.386719
	Iteration 28Q: 3 clusters Score -1852286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1852287.375000 Penalty: 4592.386719
	Iteration 29Q: 3 clusters Score -1852287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1852290.625000 Penalty: 4592.386719
	Iteration 30Q: 3 clusters Score -1852291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1852293.125000 Penalty: 4592.386719
	Iteration 31Q: 3 clusters Score -1852293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1852293.000000 Penalty: 4592.386719
	Iteration 32Q: 3 clusters Score -1852293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1852297.500000 Penalty: 4592.386719
	Iteration 33Q: 3 clusters Score -1852298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1852298.500000 Penalty: 4592.386719
	Iteration 34Q: 3 clusters Score -1852298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1852298.500000 Penalty: 4592.386719
	Iteration 35F: 3 clusters Score -1852298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Entering Unmasked Estep 
Score: -4018024.500000 Penalty: 2484.358643
	Iteration 0F: 2 clusters Score -4018024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4002334.250000 Penalty: 4968.717285
	Iteration 0F: 3 clusters Score -4002334 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4007500.750000 Penalty: 4968.717285
	Iteration 1F: 3 clusters Score -4007501 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -4007864.250000 Penalty: 4968.717285
	Iteration 2Q: 3 clusters Score -4007864 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4008142.250000 Penalty: 4968.717285
	Iteration 3Q: 3 clusters Score -4008142 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -4008419.750000 Penalty: 4968.717285
	Iteration 4Q: 3 clusters Score -4008420 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4008734.750000 Penalty: 4968.717285
	Iteration 5Q: 3 clusters Score -4008735 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4009093.750000 Penalty: 4968.717285
	Iteration 6Q: 3 clusters Score -4009094 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4009446.250000 Penalty: 4968.717285
	Iteration 7Q: 3 clusters Score -4009446 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4009897.750000 Penalty: 4968.717285
	Iteration 8Q: 3 clusters Score -4009898 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4010499.500000 Penalty: 4968.717285
	Iteration 9Q: 3 clusters Score -4010500 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4011300.000000 Penalty: 4968.717285
	Iteration 10F: 3 clusters Score -4011300 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4012280.000000 Penalty: 4968.717285
	Iteration 11F: 3 clusters Score -4012280 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4013298.750000 Penalty: 4968.717285
	Iteration 12F: 3 clusters Score -4013299 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4014057.500000 Penalty: 4968.717285
	Iteration 13Q: 3 clusters Score -4014058 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4014511.500000 Penalty: 4968.717285
	Iteration 14Q: 3 clusters Score -4014512 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -4014752.750000 Penalty: 4968.717285
	Iteration 15Q: 3 clusters Score -4014753 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4014916.750000 Penalty: 4968.717285
	Iteration 16Q: 3 clusters Score -4014917 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4015032.750000 Penalty: 4968.717285
	Iteration 17Q: 3 clusters Score -4015033 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4015117.500000 Penalty: 4968.717285
	Iteration 18Q: 3 clusters Score -4015118 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4015205.750000 Penalty: 4968.717285
	Iteration 19Q: 3 clusters Score -4015206 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4015272.000000 Penalty: 4968.717285
	Iteration 20F: 3 clusters Score -4015272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4015323.750000 Penalty: 4968.717285
	Iteration 21Q: 3 clusters Score -4015324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4015357.500000 Penalty: 4968.717285
	Iteration 22Q: 3 clusters Score -4015358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -4015390.000000 Penalty: 4968.717285
	Iteration 23Q: 3 clusters Score -4015390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4015398.750000 Penalty: 4968.717285
	Iteration 24Q: 3 clusters Score -4015399 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4015410.750000 Penalty: 4968.717285
	Iteration 25Q: 3 clusters Score -4015411 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4015437.250000 Penalty: 4968.717285
	Iteration 26Q: 3 clusters Score -4015437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4015454.000000 Penalty: 4968.717285
	Iteration 27Q: 3 clusters Score -4015454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4015463.000000 Penalty: 4968.717285
	Iteration 28Q: 3 clusters Score -4015463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -4015483.000000 Penalty: 4968.717285
	Iteration 29Q: 3 clusters Score -4015483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4015486.250000 Penalty: 4968.717285
	Iteration 30Q: 3 clusters Score -4015486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4015493.750000 Penalty: 4968.717285
	Iteration 31Q: 3 clusters Score -4015494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4015508.500000 Penalty: 4968.717285
	Iteration 32Q: 3 clusters Score -4015508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4015508.750000 Penalty: 4968.717285
	Iteration 33Q: 3 clusters Score -4015509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4015514.250000 Penalty: 4968.717285
	Iteration 34Q: 3 clusters Score -4015514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4015521.250000 Penalty: 4968.717285
	Iteration 35Q: 3 clusters Score -4015521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4015520.250000 Penalty: 4968.717285
	Iteration 36Q: 3 clusters Score -4015520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4015537.000000 Penalty: 4968.717285
	Iteration 37Q: 3 clusters Score -4015537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4015542.500000 Penalty: 4968.717285
	Iteration 38Q: 3 clusters Score -4015542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4015549.250000 Penalty: 4968.717285
	Iteration 39Q: 3 clusters Score -4015549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4015553.500000 Penalty: 4968.717285
	Iteration 40F: 3 clusters Score -4015554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4015564.000000 Penalty: 4968.717285
	Iteration 41Q: 3 clusters Score -4015564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4015568.500000 Penalty: 4968.717285
	Iteration 42Q: 3 clusters Score -4015568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4015578.000000 Penalty: 4968.717285
	Iteration 43Q: 3 clusters Score -4015578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4015582.750000 Penalty: 4968.717285
	Iteration 44Q: 3 clusters Score -4015583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4015592.250000 Penalty: 4968.717285
	Iteration 45Q: 3 clusters Score -4015592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4015586.000000 Penalty: 4968.717285
	Iteration 46Q: 3 clusters Score -4015586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4015594.750000 Penalty: 4968.717285
	Iteration 47Q: 3 clusters Score -4015595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4015604.000000 Penalty: 4968.717285
	Iteration 48Q: 3 clusters Score -4015604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4015616.750000 Penalty: 4968.717285
	Iteration 49Q: 3 clusters Score -4015617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4015610.500000 Penalty: 4968.717285
	Iteration 50Q: 3 clusters Score -4015610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4015611.000000 Penalty: 4968.717285
	Iteration 51Q: 3 clusters Score -4015611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4015615.500000 Penalty: 4968.717285
	Iteration 52Q: 3 clusters Score -4015616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4015615.250000 Penalty: 4968.717285
	Iteration 53Q: 3 clusters Score -4015615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4015619.500000 Penalty: 4968.717285
	Iteration 54Q: 3 clusters Score -4015620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4015611.750000 Penalty: 4968.717285
	Iteration 55Q: 3 clusters Score -4015612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4015625.500000 Penalty: 4968.717285
	Iteration 56Q: 3 clusters Score -4015626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4015628.250000 Penalty: 4968.717285
	Iteration 57Q: 3 clusters Score -4015628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4015631.000000 Penalty: 4968.717285
	Iteration 58Q: 3 clusters Score -4015631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -4015637.250000 Penalty: 4968.717285
	Iteration 59Q: 3 clusters Score -4015637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -4015634.250000 Penalty: 4968.717285
	Iteration 60F: 3 clusters Score -4015634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4015647.750000 Penalty: 4968.717285
	Iteration 61Q: 3 clusters Score -4015648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4015644.000000 Penalty: 4968.717285
	Iteration 62Q: 3 clusters Score -4015644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4015650.000000 Penalty: 4968.717285
	Iteration 63Q: 3 clusters Score -4015650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4015653.750000 Penalty: 4968.717285
	Iteration 64Q: 3 clusters Score -4015654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4015659.500000 Penalty: 4968.717285
	Iteration 65Q: 3 clusters Score -4015660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -4015664.750000 Penalty: 4968.717285
	Iteration 66Q: 3 clusters Score -4015665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4015667.250000 Penalty: 4968.717285
	Iteration 67Q: 3 clusters Score -4015667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4015671.750000 Penalty: 4968.717285
	Iteration 68Q: 3 clusters Score -4015672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4015670.000000 Penalty: 4968.717285
	Iteration 69Q: 3 clusters Score -4015670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4015670.500000 Penalty: 4968.717285
	Iteration 70Q: 3 clusters Score -4015670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4015679.250000 Penalty: 4968.717285
	Iteration 71Q: 3 clusters Score -4015679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4015680.750000 Penalty: 4968.717285
	Iteration 72Q: 3 clusters Score -4015681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4015682.000000 Penalty: 4968.717285
	Iteration 73Q: 3 clusters Score -4015682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4015681.000000 Penalty: 4968.717285
	Iteration 74Q: 3 clusters Score -4015681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4015676.750000 Penalty: 4968.717285
	Iteration 75Q: 3 clusters Score -4015677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4015677.250000 Penalty: 4968.717285
	Iteration 76Q: 3 clusters Score -4015677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4015681.000000 Penalty: 4968.717285
	Iteration 77Q: 3 clusters Score -4015681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4015678.250000 Penalty: 4968.717285
	Iteration 78Q: 3 clusters Score -4015678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4015682.750000 Penalty: 4968.717285
	Iteration 79Q: 3 clusters Score -4015683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4015682.750000 Penalty: 4968.717285
	Iteration 80F: 3 clusters Score -4015683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Entering Unmasked Estep 
Score: -6682181.500000 Penalty: 2612.012695
	Iteration 0F: 2 clusters Score -6682182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -6656744.000000 Penalty: 5224.025391
	Iteration 0F: 3 clusters Score -6656744 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6666091.500000 Penalty: 5224.025391
	Iteration 1F: 3 clusters Score -6666092 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -6666593.500000 Penalty: 5224.025391
	Iteration 2Q: 3 clusters Score -6666594 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -6667034.500000 Penalty: 5224.025391
	Iteration 3Q: 3 clusters Score -6667034 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6667446.000000 Penalty: 5224.025391
	Iteration 4Q: 3 clusters Score -6667446 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -6667815.500000 Penalty: 5224.025391
	Iteration 5Q: 3 clusters Score -6667816 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -6668278.000000 Penalty: 5224.025391
	Iteration 6Q: 3 clusters Score -6668278 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6668774.000000 Penalty: 5224.025391
	Iteration 7Q: 3 clusters Score -6668774 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -6669321.500000 Penalty: 5224.025391
	Iteration 8Q: 3 clusters Score -6669322 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -6669927.500000 Penalty: 5224.025391
	Iteration 9Q: 3 clusters Score -6669928 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -6670628.500000 Penalty: 5224.025391
	Iteration 10Q: 3 clusters Score -6670628 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -6671359.000000 Penalty: 5224.025391
	Iteration 11Q: 3 clusters Score -6671359 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6672219.500000 Penalty: 5224.025391
	Iteration 12Q: 3 clusters Score -6672220 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -6673141.000000 Penalty: 5224.025391
	Iteration 13Q: 3 clusters Score -6673141 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -6674205.000000 Penalty: 5224.025391
	Iteration 14Q: 3 clusters Score -6674205 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6675367.500000 Penalty: 5224.025391
	Iteration 15Q: 3 clusters Score -6675368 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -6676556.000000 Penalty: 5224.025391
	Iteration 16Q: 3 clusters Score -6676556 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -6677581.500000 Penalty: 5224.025391
	Iteration 17Q: 3 clusters Score -6677582 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -6678271.500000 Penalty: 5224.025391
	Iteration 18Q: 3 clusters Score -6678272 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -6678798.500000 Penalty: 5224.025391
	Iteration 19Q: 3 clusters Score -6678798 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -6679175.000000 Penalty: 5224.025391
	Iteration 20F: 3 clusters Score -6679175 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -6679440.000000 Penalty: 5224.025391
	Iteration 21Q: 3 clusters Score -6679440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -6679573.500000 Penalty: 5224.025391
	Iteration 22Q: 3 clusters Score -6679574 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6679668.500000 Penalty: 5224.025391
	Iteration 23Q: 3 clusters Score -6679668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -6679743.500000 Penalty: 5224.025391
	Iteration 24Q: 3 clusters Score -6679744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -6679806.000000 Penalty: 5224.025391
	Iteration 25Q: 3 clusters Score -6679806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -6679855.000000 Penalty: 5224.025391
	Iteration 26Q: 3 clusters Score -6679855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -6679883.500000 Penalty: 5224.025391
	Iteration 27Q: 3 clusters Score -6679884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -6679902.000000 Penalty: 5224.025391
	Iteration 28Q: 3 clusters Score -6679902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -6679910.500000 Penalty: 5224.025391
	Iteration 29Q: 3 clusters Score -6679910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -6679915.000000 Penalty: 5224.025391
	Iteration 30Q: 3 clusters Score -6679915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -6679919.000000 Penalty: 5224.025391
	Iteration 31Q: 3 clusters Score -6679919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -6679936.500000 Penalty: 5224.025391
	Iteration 32Q: 3 clusters Score -6679936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6679944.000000 Penalty: 5224.025391
	Iteration 33Q: 3 clusters Score -6679944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -6679945.000000 Penalty: 5224.025391
	Iteration 34Q: 3 clusters Score -6679945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -6679947.500000 Penalty: 5224.025391
	Iteration 35Q: 3 clusters Score -6679948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -6679955.500000 Penalty: 5224.025391
	Iteration 36Q: 3 clusters Score -6679956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -6679954.500000 Penalty: 5224.025391
	Iteration 37Q: 3 clusters Score -6679954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -6679959.000000 Penalty: 5224.025391
	Iteration 38Q: 3 clusters Score -6679959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6679955.000000 Penalty: 5224.025391
	Iteration 39Q: 3 clusters Score -6679955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -6679952.000000 Penalty: 5224.025391
	Iteration 40F: 3 clusters Score -6679952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -6679952.000000 Penalty: 5224.025391
	Iteration 41Q: 3 clusters Score -6679952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6679955.500000 Penalty: 5224.025391
	Iteration 42Q: 3 clusters Score -6679956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -6679951.500000 Penalty: 5224.025391
	Iteration 43Q: 3 clusters Score -6679952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -6679951.500000 Penalty: 5224.025391
	Iteration 44F: 3 clusters Score -6679952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Entering Unmasked Estep 
Score: -8102670.500000 Penalty: 2656.524414
	Iteration 0F: 2 clusters Score -8102670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8073416.000000 Penalty: 5313.048828
	Iteration 0F: 3 clusters Score -8073416 nChanged 20678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -8084875.500000 Penalty: 5313.048828
	Iteration 1F: 3 clusters Score -8084876 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -8085399.500000 Penalty: 5313.048828
	Iteration 2Q: 3 clusters Score -8085400 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -8086027.500000 Penalty: 5313.048828
	Iteration 3Q: 3 clusters Score -8086028 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -8086917.000000 Penalty: 5313.048828
	Iteration 4Q: 3 clusters Score -8086917 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -8088418.500000 Penalty: 5313.048828
	Iteration 5F: 3 clusters Score -8088418 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -8090864.500000 Penalty: 5313.048828
	Iteration 6F: 3 clusters Score -8090864 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -8094152.500000 Penalty: 5313.048828
	Iteration 7F: 3 clusters Score -8094152 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -8097221.500000 Penalty: 5313.048828
	Iteration 8F: 3 clusters Score -8097222 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8099016.000000 Penalty: 5313.048828
	Iteration 9Q: 3 clusters Score -8099016 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8099701.500000 Penalty: 5313.048828
	Iteration 10Q: 3 clusters Score -8099702 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8100030.000000 Penalty: 5313.048828
	Iteration 11Q: 3 clusters Score -8100030 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8100167.000000 Penalty: 5313.048828
	Iteration 12Q: 3 clusters Score -8100167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8100233.500000 Penalty: 5313.048828
	Iteration 13Q: 3 clusters Score -8100234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8100285.000000 Penalty: 5313.048828
	Iteration 14Q: 3 clusters Score -8100285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8100300.500000 Penalty: 5313.048828
	Iteration 15Q: 3 clusters Score -8100300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8100312.500000 Penalty: 5313.048828
	Iteration 16Q: 3 clusters Score -8100312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8100324.000000 Penalty: 5313.048828
	Iteration 17Q: 3 clusters Score -8100324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8100329.000000 Penalty: 5313.048828
	Iteration 18Q: 3 clusters Score -8100329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8100323.500000 Penalty: 5313.048828
	Iteration 19Q: 3 clusters Score -8100324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8100333.500000 Penalty: 5313.048828
	Iteration 20F: 3 clusters Score -8100334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8100332.000000 Penalty: 5313.048828
	Iteration 21Q: 3 clusters Score -8100332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8100333.000000 Penalty: 5313.048828
	Iteration 22Q: 3 clusters Score -8100333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8100335.000000 Penalty: 5313.048828
	Iteration 23Q: 3 clusters Score -8100335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -8100346.000000 Penalty: 5313.048828
	Iteration 24Q: 3 clusters Score -8100346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8100353.000000 Penalty: 5313.048828
	Iteration 25Q: 3 clusters Score -8100353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8100362.000000 Penalty: 5313.048828
	Iteration 26Q: 3 clusters Score -8100362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8100362.000000 Penalty: 5313.048828
	Iteration 27Q: 3 clusters Score -8100362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -8100365.000000 Penalty: 5313.048828
	Iteration 28Q: 3 clusters Score -8100365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8100373.500000 Penalty: 5313.048828
	Iteration 29Q: 3 clusters Score -8100374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -8100374.500000 Penalty: 5313.048828
	Iteration 30Q: 3 clusters Score -8100374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8100372.500000 Penalty: 5313.048828
	Iteration 31Q: 3 clusters Score -8100372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8100375.000000 Penalty: 5313.048828
	Iteration 32Q: 3 clusters Score -8100375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8100377.500000 Penalty: 5313.048828
	Iteration 33Q: 3 clusters Score -8100378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -8100378.500000 Penalty: 5313.048828
	Iteration 34Q: 3 clusters Score -8100378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8100385.500000 Penalty: 5313.048828
	Iteration 35Q: 3 clusters Score -8100386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8100385.500000 Penalty: 5313.048828
	Iteration 36F: 3 clusters Score -8100386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Entering Unmasked Estep 
Score: -6433648.000000 Penalty: 2601.180664
	Iteration 0F: 2 clusters Score -6433648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -6409226.500000 Penalty: 5202.361328
	Iteration 0F: 3 clusters Score -6409226 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -6418352.000000 Penalty: 5202.361328
	Iteration 1F: 3 clusters Score -6418352 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -6418886.000000 Penalty: 5202.361328
	Iteration 2Q: 3 clusters Score -6418886 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -6419495.000000 Penalty: 5202.361328
	Iteration 3Q: 3 clusters Score -6419495 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6420419.500000 Penalty: 5202.361328
	Iteration 4Q: 3 clusters Score -6420420 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -6421806.500000 Penalty: 5202.361328
	Iteration 5F: 3 clusters Score -6421806 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6423928.000000 Penalty: 5202.361328
	Iteration 6F: 3 clusters Score -6423928 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6426566.000000 Penalty: 5202.361328
	Iteration 7F: 3 clusters Score -6426566 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6428830.000000 Penalty: 5202.361328
	Iteration 8F: 3 clusters Score -6428830 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6430166.000000 Penalty: 5202.361328
	Iteration 9Q: 3 clusters Score -6430166 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6430800.000000 Penalty: 5202.361328
	Iteration 10Q: 3 clusters Score -6430800 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -6431054.000000 Penalty: 5202.361328
	Iteration 11Q: 3 clusters Score -6431054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -6431164.500000 Penalty: 5202.361328
	Iteration 12Q: 3 clusters Score -6431164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -6431231.000000 Penalty: 5202.361328
	Iteration 13Q: 3 clusters Score -6431231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -6431281.000000 Penalty: 5202.361328
	Iteration 14Q: 3 clusters Score -6431281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -6431315.500000 Penalty: 5202.361328
	Iteration 15Q: 3 clusters Score -6431316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -6431342.500000 Penalty: 5202.361328
	Iteration 16Q: 3 clusters Score -6431342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -6431356.000000 Penalty: 5202.361328
	Iteration 17Q: 3 clusters Score -6431356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6431359.500000 Penalty: 5202.361328
	Iteration 18Q: 3 clusters Score -6431360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6431359.500000 Penalty: 5202.361328
	Iteration 19F: 3 clusters Score -6431360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -104914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103268.406250 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -103268.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -103479.328125 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -103479.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103643.648438 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -103643.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103817.250000 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -103817.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103916.671875 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -103916.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103969.093750 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -103969.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104002.523438 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -104002.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104026.726562 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -104026.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104039.835938 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -104039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104044.554688 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -104044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104054.273438 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -104054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104059.062500 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -104059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104063.882812 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -104063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104071.078125 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -104071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104076.585938 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -104076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104083.648438 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -104083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104087.539062 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -104087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104090.523438 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -104090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104093.515625 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -104093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104097.695312 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -104097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104103.148438 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -104103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104108.148438 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -104108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104114.367188 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -104114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104115.468750 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -104115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104115.468750 Penalty: 3193.125000
	Iteration 24F: 3 clusters Score -104115.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Entering Unmasked Estep 
Score: -8456870.000000 Penalty: 2668.107666
	Iteration 0F: 2 clusters Score -8456870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8426908.000000 Penalty: 5336.215332
	Iteration 0F: 3 clusters Score -8426908 nChanged 21721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -8439066.000000 Penalty: 5336.215332
	Iteration 1F: 3 clusters Score -8439066 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -8439691.000000 Penalty: 5336.215332
	Iteration 2Q: 3 clusters Score -8439691 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -8440285.000000 Penalty: 5336.215332
	Iteration 3Q: 3 clusters Score -8440285 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -8440989.000000 Penalty: 5336.215332
	Iteration 4Q: 3 clusters Score -8440989 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -8442081.000000 Penalty: 5336.215332
	Iteration 5Q: 3 clusters Score -8442081 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -8443653.000000 Penalty: 5336.215332
	Iteration 6F: 3 clusters Score -8443653 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -8445949.000000 Penalty: 5336.215332
	Iteration 7F: 3 clusters Score -8445949 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -8448670.000000 Penalty: 5336.215332
	Iteration 8F: 3 clusters Score -8448670 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8451074.000000 Penalty: 5336.215332
	Iteration 9F: 3 clusters Score -8451074 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8452699.000000 Penalty: 5336.215332
	Iteration 10Q: 3 clusters Score -8452699 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8453515.000000 Penalty: 5336.215332
	Iteration 11Q: 3 clusters Score -8453515 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -8453962.000000 Penalty: 5336.215332
	Iteration 12Q: 3 clusters Score -8453962 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -8454158.000000 Penalty: 5336.215332
	Iteration 13Q: 3 clusters Score -8454158 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8454306.000000 Penalty: 5336.215332
	Iteration 14Q: 3 clusters Score -8454306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -8454361.000000 Penalty: 5336.215332
	Iteration 15Q: 3 clusters Score -8454361 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -8454440.000000 Penalty: 5336.215332
	Iteration 16Q: 3 clusters Score -8454440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -8454481.000000 Penalty: 5336.215332
	Iteration 17Q: 3 clusters Score -8454481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8454516.000000 Penalty: 5336.215332
	Iteration 18Q: 3 clusters Score -8454516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -8454542.000000 Penalty: 5336.215332
	Iteration 19Q: 3 clusters Score -8454542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8454569.000000 Penalty: 5336.215332
	Iteration 20F: 3 clusters Score -8454569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8454590.000000 Penalty: 5336.215332
	Iteration 21Q: 3 clusters Score -8454590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -8454616.000000 Penalty: 5336.215332
	Iteration 22Q: 3 clusters Score -8454616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -8454614.000000 Penalty: 5336.215332
	Iteration 23Q: 3 clusters Score -8454614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -8454632.000000 Penalty: 5336.215332
	Iteration 24Q: 3 clusters Score -8454632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -8454647.000000 Penalty: 5336.215332
	Iteration 25Q: 3 clusters Score -8454647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8454655.000000 Penalty: 5336.215332
	Iteration 26Q: 3 clusters Score -8454655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -8454669.000000 Penalty: 5336.215332
	Iteration 27Q: 3 clusters Score -8454669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -8454670.000000 Penalty: 5336.215332
	Iteration 28Q: 3 clusters Score -8454670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -8454685.000000 Penalty: 5336.215332
	Iteration 29Q: 3 clusters Score -8454685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -8454689.000000 Penalty: 5336.215332
	Iteration 30Q: 3 clusters Score -8454689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -8454693.000000 Penalty: 5336.215332
	Iteration 31Q: 3 clusters Score -8454693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -8454704.000000 Penalty: 5336.215332
	Iteration 32Q: 3 clusters Score -8454704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -8454704.000000 Penalty: 5336.215332
	Iteration 33Q: 3 clusters Score -8454704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8454711.000000 Penalty: 5336.215332
	Iteration 34Q: 3 clusters Score -8454711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8454709.000000 Penalty: 5336.215332
	Iteration 35Q: 3 clusters Score -8454709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -8454717.000000 Penalty: 5336.215332
	Iteration 36Q: 3 clusters Score -8454717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8454713.000000 Penalty: 5336.215332
	Iteration 37Q: 3 clusters Score -8454713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -8454716.000000 Penalty: 5336.215332
	Iteration 38Q: 3 clusters Score -8454716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8454719.000000 Penalty: 5336.215332
	Iteration 39Q: 3 clusters Score -8454719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8454719.000000 Penalty: 5336.215332
	Iteration 40F: 3 clusters Score -8454719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Entering Unmasked Estep 
Score: -2035757.375000 Penalty: 2325.317139
	Iteration 0F: 2 clusters Score -2035757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2027025.375000 Penalty: 4650.634277
	Iteration 0F: 3 clusters Score -2027025 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2029856.500000 Penalty: 4650.634277
	Iteration 1F: 3 clusters Score -2029856 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2030331.000000 Penalty: 4650.634277
	Iteration 2F: 3 clusters Score -2030331 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2030719.750000 Penalty: 4650.634277
	Iteration 3F: 3 clusters Score -2030720 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2031110.625000 Penalty: 4650.634277
	Iteration 4F: 3 clusters Score -2031111 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2031511.500000 Penalty: 4650.634277
	Iteration 5F: 3 clusters Score -2031512 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2031940.625000 Penalty: 4650.634277
	Iteration 6F: 3 clusters Score -2031941 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2032406.875000 Penalty: 4650.634277
	Iteration 7F: 3 clusters Score -2032407 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2032834.500000 Penalty: 4650.634277
	Iteration 8F: 3 clusters Score -2032834 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2033252.250000 Penalty: 4650.634277
	Iteration 9Q: 3 clusters Score -2033252 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2033597.250000 Penalty: 4650.634277
	Iteration 10Q: 3 clusters Score -2033597 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2033864.500000 Penalty: 4650.634277
	Iteration 11Q: 3 clusters Score -2033864 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2034066.125000 Penalty: 4650.634277
	Iteration 12Q: 3 clusters Score -2034066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2034217.875000 Penalty: 4650.634277
	Iteration 13Q: 3 clusters Score -2034218 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2034319.000000 Penalty: 4650.634277
	Iteration 14Q: 3 clusters Score -2034319 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2034386.250000 Penalty: 4650.634277
	Iteration 15Q: 3 clusters Score -2034386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2034422.375000 Penalty: 4650.634277
	Iteration 16Q: 3 clusters Score -2034422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2034449.750000 Penalty: 4650.634277
	Iteration 17Q: 3 clusters Score -2034450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2034463.125000 Penalty: 4650.634277
	Iteration 18Q: 3 clusters Score -2034463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2034481.375000 Penalty: 4650.634277
	Iteration 19Q: 3 clusters Score -2034481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2034488.625000 Penalty: 4650.634277
	Iteration 20F: 3 clusters Score -2034489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2034500.250000 Penalty: 4650.634277
	Iteration 21Q: 3 clusters Score -2034500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2034505.500000 Penalty: 4650.634277
	Iteration 22Q: 3 clusters Score -2034506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2034509.875000 Penalty: 4650.634277
	Iteration 23Q: 3 clusters Score -2034510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2034508.750000 Penalty: 4650.634277
	Iteration 24Q: 3 clusters Score -2034509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2034508.750000 Penalty: 4650.634277
	Iteration 25Q: 3 clusters Score -2034509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2034512.375000 Penalty: 4650.634277
	Iteration 26Q: 3 clusters Score -2034512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2034520.250000 Penalty: 4650.634277
	Iteration 27Q: 3 clusters Score -2034520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2034536.500000 Penalty: 4650.634277
	Iteration 28Q: 3 clusters Score -2034536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2034538.750000 Penalty: 4650.634277
	Iteration 29Q: 3 clusters Score -2034539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2034539.500000 Penalty: 4650.634277
	Iteration 30Q: 3 clusters Score -2034540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2034538.875000 Penalty: 4650.634277
	Iteration 31Q: 3 clusters Score -2034539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2034538.875000 Penalty: 4650.634277
	Iteration 32F: 3 clusters Score -2034539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Entering Unmasked Estep 
Score: -7000984.000000 Penalty: 2621.037109
	Iteration 0F: 2 clusters Score -7000984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -6974767.500000 Penalty: 5242.074219
	Iteration 0F: 3 clusters Score -6974768 nChanged 17741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6984538.000000 Penalty: 5242.074219
	Iteration 1F: 3 clusters Score -6984538 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -6985045.500000 Penalty: 5242.074219
	Iteration 2Q: 3 clusters Score -6985046 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6985505.500000 Penalty: 5242.074219
	Iteration 3Q: 3 clusters Score -6985506 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -6985924.000000 Penalty: 5242.074219
	Iteration 4Q: 3 clusters Score -6985924 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -6986429.000000 Penalty: 5242.074219
	Iteration 5Q: 3 clusters Score -6986429 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -6987117.000000 Penalty: 5242.074219
	Iteration 6Q: 3 clusters Score -6987117 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6988251.500000 Penalty: 5242.074219
	Iteration 7F: 3 clusters Score -6988252 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -6989892.500000 Penalty: 5242.074219
	Iteration 8F: 3 clusters Score -6989892 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -6992062.500000 Penalty: 5242.074219
	Iteration 9F: 3 clusters Score -6992062 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -6994505.500000 Penalty: 5242.074219
	Iteration 10F: 3 clusters Score -6994506 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -6996541.000000 Penalty: 5242.074219
	Iteration 11F: 3 clusters Score -6996541 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -6997677.000000 Penalty: 5242.074219
	Iteration 12Q: 3 clusters Score -6997677 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -6998139.500000 Penalty: 5242.074219
	Iteration 13Q: 3 clusters Score -6998140 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -6998354.000000 Penalty: 5242.074219
	Iteration 14Q: 3 clusters Score -6998354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -6998481.500000 Penalty: 5242.074219
	Iteration 15Q: 3 clusters Score -6998482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -6998554.500000 Penalty: 5242.074219
	Iteration 16Q: 3 clusters Score -6998554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -6998586.500000 Penalty: 5242.074219
	Iteration 17Q: 3 clusters Score -6998586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -6998607.500000 Penalty: 5242.074219
	Iteration 18Q: 3 clusters Score -6998608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -6998622.500000 Penalty: 5242.074219
	Iteration 19Q: 3 clusters Score -6998622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -6998639.000000 Penalty: 5242.074219
	Iteration 20F: 3 clusters Score -6998639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -6998640.000000 Penalty: 5242.074219
	Iteration 21Q: 3 clusters Score -6998640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6998651.000000 Penalty: 5242.074219
	Iteration 22Q: 3 clusters Score -6998651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -6998651.500000 Penalty: 5242.074219
	Iteration 23Q: 3 clusters Score -6998652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -6998658.000000 Penalty: 5242.074219
	Iteration 24Q: 3 clusters Score -6998658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -6998672.000000 Penalty: 5242.074219
	Iteration 25Q: 3 clusters Score -6998672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -6998673.000000 Penalty: 5242.074219
	Iteration 26Q: 3 clusters Score -6998673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -6998670.500000 Penalty: 5242.074219
	Iteration 27Q: 3 clusters Score -6998670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -6998670.000000 Penalty: 5242.074219
	Iteration 28Q: 3 clusters Score -6998670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -6998676.500000 Penalty: 5242.074219
	Iteration 29Q: 3 clusters Score -6998676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -6998676.500000 Penalty: 5242.074219
	Iteration 30F: 3 clusters Score -6998676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Entering Unmasked Estep 
Score: -7734437.000000 Penalty: 2640.884766
	Iteration 0F: 2 clusters Score -7734437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -7707152.000000 Penalty: 5281.769531
	Iteration 0F: 3 clusters Score -7707152 nChanged 19254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7717550.000000 Penalty: 5281.769531
	Iteration 1F: 3 clusters Score -7717550 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -7718022.000000 Penalty: 5281.769531
	Iteration 2Q: 3 clusters Score -7718022 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -7718467.000000 Penalty: 5281.769531
	Iteration 3Q: 3 clusters Score -7718467 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -7718871.500000 Penalty: 5281.769531
	Iteration 4Q: 3 clusters Score -7718872 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -7719310.500000 Penalty: 5281.769531
	Iteration 5Q: 3 clusters Score -7719310 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -7719768.000000 Penalty: 5281.769531
	Iteration 6Q: 3 clusters Score -7719768 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -7720277.500000 Penalty: 5281.769531
	Iteration 7Q: 3 clusters Score -7720278 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -7720868.500000 Penalty: 5281.769531
	Iteration 8Q: 3 clusters Score -7720868 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -7721529.500000 Penalty: 5281.769531
	Iteration 9Q: 3 clusters Score -7721530 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -7722392.500000 Penalty: 5281.769531
	Iteration 10Q: 3 clusters Score -7722392 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -7723518.500000 Penalty: 5281.769531
	Iteration 11Q: 3 clusters Score -7723518 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -7724748.500000 Penalty: 5281.769531
	Iteration 12Q: 3 clusters Score -7724748 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -7726098.500000 Penalty: 5281.769531
	Iteration 13Q: 3 clusters Score -7726098 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -7727481.000000 Penalty: 5281.769531
	Iteration 14Q: 3 clusters Score -7727481 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -7728593.000000 Penalty: 5281.769531
	Iteration 15Q: 3 clusters Score -7728593 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -7729594.000000 Penalty: 5281.769531
	Iteration 16Q: 3 clusters Score -7729594 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7730489.000000 Penalty: 5281.769531
	Iteration 17Q: 3 clusters Score -7730489 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7731204.500000 Penalty: 5281.769531
	Iteration 18Q: 3 clusters Score -7731204 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7731751.500000 Penalty: 5281.769531
	Iteration 19Q: 3 clusters Score -7731752 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7732270.500000 Penalty: 5281.769531
	Iteration 20F: 3 clusters Score -7732270 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7732709.000000 Penalty: 5281.769531
	Iteration 21Q: 3 clusters Score -7732709 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7733118.000000 Penalty: 5281.769531
	Iteration 22Q: 3 clusters Score -7733118 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7733440.500000 Penalty: 5281.769531
	Iteration 23Q: 3 clusters Score -7733440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7733729.500000 Penalty: 5281.769531
	Iteration 24Q: 3 clusters Score -7733730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7734016.000000 Penalty: 5281.769531
	Iteration 25Q: 3 clusters Score -7734016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7734224.500000 Penalty: 5281.769531
	Iteration 26Q: 3 clusters Score -7734224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7734451.000000 Penalty: 5281.769531
	Iteration 27Q: 3 clusters Score -7734451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7734633.500000 Penalty: 5281.769531
	Iteration 28Q: 3 clusters Score -7734634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7734752.500000 Penalty: 5281.769531
	Iteration 29Q: 3 clusters Score -7734752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7734829.000000 Penalty: 5281.769531
	Iteration 30Q: 3 clusters Score -7734829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7734872.000000 Penalty: 5281.769531
	Iteration 31Q: 3 clusters Score -7734872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7734922.000000 Penalty: 5281.769531
	Iteration 32Q: 3 clusters Score -7734922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7734956.000000 Penalty: 5281.769531
	Iteration 33Q: 3 clusters Score -7734956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7734985.000000 Penalty: 5281.769531
	Iteration 34Q: 3 clusters Score -7734985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7734999.000000 Penalty: 5281.769531
	Iteration 35Q: 3 clusters Score -7734999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7735022.000000 Penalty: 5281.769531
	Iteration 36F: 3 clusters Score -7735022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7735041.000000 Penalty: 5281.769531
	Iteration 37Q: 3 clusters Score -7735041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7735047.500000 Penalty: 5281.769531
	Iteration 38Q: 3 clusters Score -7735048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7735053.000000 Penalty: 5281.769531
	Iteration 39Q: 3 clusters Score -7735053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7735053.000000 Penalty: 5281.769531
	Iteration 40F: 3 clusters Score -7735053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38845 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 37508 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47028 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 41849 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40747 members 
Mstep: Class 28 contains 41796 members 
Mstep: Class 29 contains 44904 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 38842 members 
Mstep: Class 36 contains 44671 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43656 members 
Mstep: Class 41 contains 290 members 
Entering Unmasked Estep 
Score: -196431632.000000 Penalty: 141646.312500
Splitting cluster 20 changes total score from -196432208.000000 to -196431632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -2658479.250000 Penalty: 2396.252441
	Iteration 0F: 2 clusters Score -2658479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2647104.750000 Penalty: 4792.504883
	Iteration 0F: 3 clusters Score -2647105 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2650950.500000 Penalty: 4792.504883
	Iteration 1F: 3 clusters Score -2650950 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2651818.000000 Penalty: 4792.504883
	Iteration 2F: 3 clusters Score -2651818 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2652903.750000 Penalty: 4792.504883
	Iteration 3F: 3 clusters Score -2652904 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2654099.000000 Penalty: 4792.504883
	Iteration 4F: 3 clusters Score -2654099 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2655000.000000 Penalty: 4792.504883
	Iteration 5F: 3 clusters Score -2655000 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2655669.250000 Penalty: 4792.504883
	Iteration 6F: 3 clusters Score -2655669 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2656048.750000 Penalty: 4792.504883
	Iteration 7Q: 3 clusters Score -2656049 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2656240.500000 Penalty: 4792.504883
	Iteration 8Q: 3 clusters Score -2656240 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2656416.000000 Penalty: 4792.504883
	Iteration 9Q: 3 clusters Score -2656416 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2656566.250000 Penalty: 4792.504883
	Iteration 10Q: 3 clusters Score -2656566 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2656700.750000 Penalty: 4792.504883
	Iteration 11Q: 3 clusters Score -2656701 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2656828.250000 Penalty: 4792.504883
	Iteration 12Q: 3 clusters Score -2656828 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2656951.250000 Penalty: 4792.504883
	Iteration 13Q: 3 clusters Score -2656951 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2657062.750000 Penalty: 4792.504883
	Iteration 14Q: 3 clusters Score -2657063 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2657156.750000 Penalty: 4792.504883
	Iteration 15Q: 3 clusters Score -2657157 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2657235.750000 Penalty: 4792.504883
	Iteration 16Q: 3 clusters Score -2657236 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2657300.750000 Penalty: 4792.504883
	Iteration 17Q: 3 clusters Score -2657301 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2657349.500000 Penalty: 4792.504883
	Iteration 18Q: 3 clusters Score -2657350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2657411.250000 Penalty: 4792.504883
	Iteration 19Q: 3 clusters Score -2657411 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2657463.000000 Penalty: 4792.504883
	Iteration 20F: 3 clusters Score -2657463 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2657525.500000 Penalty: 4792.504883
	Iteration 21Q: 3 clusters Score -2657526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2657570.000000 Penalty: 4792.504883
	Iteration 22Q: 3 clusters Score -2657570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2657621.500000 Penalty: 4792.504883
	Iteration 23Q: 3 clusters Score -2657622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2657682.250000 Penalty: 4792.504883
	Iteration 24Q: 3 clusters Score -2657682 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2657750.000000 Penalty: 4792.504883
	Iteration 25Q: 3 clusters Score -2657750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2657789.250000 Penalty: 4792.504883
	Iteration 26Q: 3 clusters Score -2657789 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2657839.250000 Penalty: 4792.504883
	Iteration 27Q: 3 clusters Score -2657839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2657889.500000 Penalty: 4792.504883
	Iteration 28Q: 3 clusters Score -2657890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2657952.000000 Penalty: 4792.504883
	Iteration 29Q: 3 clusters Score -2657952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2658017.000000 Penalty: 4792.504883
	Iteration 30Q: 3 clusters Score -2658017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2658061.500000 Penalty: 4792.504883
	Iteration 31Q: 3 clusters Score -2658062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2658120.000000 Penalty: 4792.504883
	Iteration 32Q: 3 clusters Score -2658120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2658142.000000 Penalty: 4792.504883
	Iteration 33Q: 3 clusters Score -2658142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2658165.750000 Penalty: 4792.504883
	Iteration 34Q: 3 clusters Score -2658166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2658181.250000 Penalty: 4792.504883
	Iteration 35Q: 3 clusters Score -2658181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2658196.500000 Penalty: 4792.504883
	Iteration 36Q: 3 clusters Score -2658196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2658203.000000 Penalty: 4792.504883
	Iteration 37Q: 3 clusters Score -2658203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2658224.500000 Penalty: 4792.504883
	Iteration 38Q: 3 clusters Score -2658224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2658238.750000 Penalty: 4792.504883
	Iteration 39Q: 3 clusters Score -2658239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2658250.250000 Penalty: 4792.504883
	Iteration 40F: 3 clusters Score -2658250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2658262.750000 Penalty: 4792.504883
	Iteration 41Q: 3 clusters Score -2658263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2658273.750000 Penalty: 4792.504883
	Iteration 42Q: 3 clusters Score -2658274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2658283.750000 Penalty: 4792.504883
	Iteration 43Q: 3 clusters Score -2658284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2658320.250000 Penalty: 4792.504883
	Iteration 44Q: 3 clusters Score -2658320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2658370.000000 Penalty: 4792.504883
	Iteration 45Q: 3 clusters Score -2658370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2658452.000000 Penalty: 4792.504883
	Iteration 46Q: 3 clusters Score -2658452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2658527.750000 Penalty: 4792.504883
	Iteration 47Q: 3 clusters Score -2658528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2658574.500000 Penalty: 4792.504883
	Iteration 48Q: 3 clusters Score -2658574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2658617.500000 Penalty: 4792.504883
	Iteration 49Q: 3 clusters Score -2658618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2658713.500000 Penalty: 4792.504883
	Iteration 50Q: 3 clusters Score -2658714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2658803.750000 Penalty: 4792.504883
	Iteration 51Q: 3 clusters Score -2658804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2658880.000000 Penalty: 4792.504883
	Iteration 52Q: 3 clusters Score -2658880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2658926.750000 Penalty: 4792.504883
	Iteration 53Q: 3 clusters Score -2658927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2658949.250000 Penalty: 4792.504883
	Iteration 54Q: 3 clusters Score -2658949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2658961.250000 Penalty: 4792.504883
	Iteration 55Q: 3 clusters Score -2658961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2658963.500000 Penalty: 4792.504883
	Iteration 56Q: 3 clusters Score -2658964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2658968.000000 Penalty: 4792.504883
	Iteration 57Q: 3 clusters Score -2658968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2658968.500000 Penalty: 4792.504883
	Iteration 58Q: 3 clusters Score -2658968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2658969.750000 Penalty: 4792.504883
	Iteration 59Q: 3 clusters Score -2658970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2658969.750000 Penalty: 4792.504883
	Iteration 60F: 3 clusters Score -2658970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38845 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 37508 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47028 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 42139 members 
Mstep: Class 21 contains 13450 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40747 members 
Mstep: Class 28 contains 41796 members 
Mstep: Class 29 contains 44904 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 38842 members 
Mstep: Class 36 contains 44671 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43656 members 
Mstep: Class 41 contains 2264 members 
Entering Unmasked Estep 
Score: -196431536.000000 Penalty: 141646.312500
Splitting cluster 21 changes total score from -196432208.000000 to -196431536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (49097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Entering Unmasked Estep 
Score: -8796445.000000 Penalty: 2678.785156
	Iteration 0F: 2 clusters Score -8796445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -8766106.000000 Penalty: 5357.570312
	Iteration 0F: 3 clusters Score -8766106 nChanged 22690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -8778543.000000 Penalty: 5357.570312
	Iteration 1F: 3 clusters Score -8778543 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -8779196.000000 Penalty: 5357.570312
	Iteration 2Q: 3 clusters Score -8779196 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8779855.000000 Penalty: 5357.570312
	Iteration 3Q: 3 clusters Score -8779855 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -8780535.000000 Penalty: 5357.570312
	Iteration 4Q: 3 clusters Score -8780535 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8781178.000000 Penalty: 5357.570312
	Iteration 5Q: 3 clusters Score -8781178 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -8781777.000000 Penalty: 5357.570312
	Iteration 6Q: 3 clusters Score -8781777 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -8782417.000000 Penalty: 5357.570312
	Iteration 7Q: 3 clusters Score -8782417 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -8783112.000000 Penalty: 5357.570312
	Iteration 8Q: 3 clusters Score -8783112 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8783832.000000 Penalty: 5357.570312
	Iteration 9Q: 3 clusters Score -8783832 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -8784632.000000 Penalty: 5357.570312
	Iteration 10Q: 3 clusters Score -8784632 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -8785536.000000 Penalty: 5357.570312
	Iteration 11Q: 3 clusters Score -8785536 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8786738.000000 Penalty: 5357.570312
	Iteration 12Q: 3 clusters Score -8786738 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -8787922.000000 Penalty: 5357.570312
	Iteration 13Q: 3 clusters Score -8787922 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -8788955.000000 Penalty: 5357.570312
	Iteration 14Q: 3 clusters Score -8788955 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -8789627.000000 Penalty: 5357.570312
	Iteration 15Q: 3 clusters Score -8789627 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -8790021.000000 Penalty: 5357.570312
	Iteration 16Q: 3 clusters Score -8790021 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -8790322.000000 Penalty: 5357.570312
	Iteration 17Q: 3 clusters Score -8790322 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8790571.000000 Penalty: 5357.570312
	Iteration 18Q: 3 clusters Score -8790571 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -8790818.000000 Penalty: 5357.570312
	Iteration 19Q: 3 clusters Score -8790818 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -8790987.000000 Penalty: 5357.570312
	Iteration 20F: 3 clusters Score -8790987 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -8791235.000000 Penalty: 5357.570312
	Iteration 21Q: 3 clusters Score -8791235 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8791467.000000 Penalty: 5357.570312
	Iteration 22Q: 3 clusters Score -8791467 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -8791693.000000 Penalty: 5357.570312
	Iteration 23Q: 3 clusters Score -8791693 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -8791906.000000 Penalty: 5357.570312
	Iteration 24Q: 3 clusters Score -8791906 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -8792082.000000 Penalty: 5357.570312
	Iteration 25Q: 3 clusters Score -8792082 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -8792211.000000 Penalty: 5357.570312
	Iteration 26Q: 3 clusters Score -8792211 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8792380.000000 Penalty: 5357.570312
	Iteration 27Q: 3 clusters Score -8792380 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8792549.000000 Penalty: 5357.570312
	Iteration 28Q: 3 clusters Score -8792549 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -8792648.000000 Penalty: 5357.570312
	Iteration 29Q: 3 clusters Score -8792648 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8792767.000000 Penalty: 5357.570312
	Iteration 30Q: 3 clusters Score -8792767 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8792947.000000 Penalty: 5357.570312
	Iteration 31Q: 3 clusters Score -8792947 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -8793058.000000 Penalty: 5357.570312
	Iteration 32Q: 3 clusters Score -8793058 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -8793249.000000 Penalty: 5357.570312
	Iteration 33Q: 3 clusters Score -8793249 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -8793344.000000 Penalty: 5357.570312
	Iteration 34Q: 3 clusters Score -8793344 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8793421.000000 Penalty: 5357.570312
	Iteration 35Q: 3 clusters Score -8793421 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8793531.000000 Penalty: 5357.570312
	Iteration 36Q: 3 clusters Score -8793531 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8793615.000000 Penalty: 5357.570312
	Iteration 37Q: 3 clusters Score -8793615 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8793699.000000 Penalty: 5357.570312
	Iteration 38Q: 3 clusters Score -8793699 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8793796.000000 Penalty: 5357.570312
	Iteration 39Q: 3 clusters Score -8793796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8793879.000000 Penalty: 5357.570312
	Iteration 40F: 3 clusters Score -8793879 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8793960.000000 Penalty: 5357.570312
	Iteration 41Q: 3 clusters Score -8793960 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8794015.000000 Penalty: 5357.570312
	Iteration 42Q: 3 clusters Score -8794015 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8794049.000000 Penalty: 5357.570312
	Iteration 43Q: 3 clusters Score -8794049 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8794091.000000 Penalty: 5357.570312
	Iteration 44Q: 3 clusters Score -8794091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8794134.000000 Penalty: 5357.570312
	Iteration 45Q: 3 clusters Score -8794134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8794187.000000 Penalty: 5357.570312
	Iteration 46Q: 3 clusters Score -8794187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8794199.000000 Penalty: 5357.570312
	Iteration 47Q: 3 clusters Score -8794199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8794212.000000 Penalty: 5357.570312
	Iteration 48Q: 3 clusters Score -8794212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8794228.000000 Penalty: 5357.570312
	Iteration 49Q: 3 clusters Score -8794228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8794238.000000 Penalty: 5357.570312
	Iteration 50Q: 3 clusters Score -8794238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8794255.000000 Penalty: 5357.570312
	Iteration 51Q: 3 clusters Score -8794255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8794269.000000 Penalty: 5357.570312
	Iteration 52Q: 3 clusters Score -8794269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8794271.000000 Penalty: 5357.570312
	Iteration 53Q: 3 clusters Score -8794271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8794281.000000 Penalty: 5357.570312
	Iteration 54Q: 3 clusters Score -8794281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8794277.000000 Penalty: 5357.570312
	Iteration 55Q: 3 clusters Score -8794277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8794286.000000 Penalty: 5357.570312
	Iteration 56Q: 3 clusters Score -8794286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8794290.000000 Penalty: 5357.570312
	Iteration 57Q: 3 clusters Score -8794290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8794296.000000 Penalty: 5357.570312
	Iteration 58Q: 3 clusters Score -8794296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8794304.000000 Penalty: 5357.570312
	Iteration 59Q: 3 clusters Score -8794304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8794304.000000 Penalty: 5357.570312
	Iteration 60F: 3 clusters Score -8794304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8794303.000000 Penalty: 5357.570312
	Iteration 61Q: 3 clusters Score -8794303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8794297.000000 Penalty: 5357.570312
	Iteration 62Q: 3 clusters Score -8794297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8794301.000000 Penalty: 5357.570312
	Iteration 63Q: 3 clusters Score -8794301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8794304.000000 Penalty: 5357.570312
	Iteration 64Q: 3 clusters Score -8794304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8794303.000000 Penalty: 5357.570312
	Iteration 65Q: 3 clusters Score -8794303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8794302.000000 Penalty: 5357.570312
	Iteration 66Q: 3 clusters Score -8794302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8794299.000000 Penalty: 5357.570312
	Iteration 67Q: 3 clusters Score -8794299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8794298.000000 Penalty: 5357.570312
	Iteration 68Q: 3 clusters Score -8794298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8794298.000000 Penalty: 5357.570312
	Iteration 69Q: 3 clusters Score -8794298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8794300.000000 Penalty: 5357.570312
	Iteration 70Q: 3 clusters Score -8794300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8794313.000000 Penalty: 5357.570312
	Iteration 71Q: 3 clusters Score -8794313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8794310.000000 Penalty: 5357.570312
	Iteration 72Q: 3 clusters Score -8794310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8794316.000000 Penalty: 5357.570312
	Iteration 73Q: 3 clusters Score -8794316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8794324.000000 Penalty: 5357.570312
	Iteration 74Q: 3 clusters Score -8794324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8794328.000000 Penalty: 5357.570312
	Iteration 75Q: 3 clusters Score -8794328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8794312.000000 Penalty: 5357.570312
	Iteration 76Q: 3 clusters Score -8794312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8794311.000000 Penalty: 5357.570312
	Iteration 77Q: 3 clusters Score -8794311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8794310.000000 Penalty: 5357.570312
	Iteration 78Q: 3 clusters Score -8794310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8794306.000000 Penalty: 5357.570312
	Iteration 79Q: 3 clusters Score -8794306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8794314.000000 Penalty: 5357.570312
	Iteration 80F: 3 clusters Score -8794314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8794324.000000 Penalty: 5357.570312
	Iteration 81Q: 3 clusters Score -8794324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8794316.000000 Penalty: 5357.570312
	Iteration 82Q: 3 clusters Score -8794316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8794317.000000 Penalty: 5357.570312
	Iteration 83Q: 3 clusters Score -8794317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8794311.000000 Penalty: 5357.570312
	Iteration 84Q: 3 clusters Score -8794311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8794311.000000 Penalty: 5357.570312
	Iteration 85F: 3 clusters Score -8794311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Entering Unmasked Estep 
Score: -9070237.000000 Penalty: 2686.816650
	Iteration 0F: 2 clusters Score -9070237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -9037909.000000 Penalty: 5373.633301
	Iteration 0F: 3 clusters Score -9037909 nChanged 23501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -9050964.000000 Penalty: 5373.633301
	Iteration 1F: 3 clusters Score -9050964 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -9051430.000000 Penalty: 5373.633301
	Iteration 2Q: 3 clusters Score -9051430 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -9052010.000000 Penalty: 5373.633301
	Iteration 3Q: 3 clusters Score -9052010 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -9052579.000000 Penalty: 5373.633301
	Iteration 4Q: 3 clusters Score -9052579 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -9053304.000000 Penalty: 5373.633301
	Iteration 5Q: 3 clusters Score -9053304 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -9054182.000000 Penalty: 5373.633301
	Iteration 6Q: 3 clusters Score -9054182 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -9055370.000000 Penalty: 5373.633301
	Iteration 7Q: 3 clusters Score -9055370 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -9056827.000000 Penalty: 5373.633301
	Iteration 8F: 3 clusters Score -9056827 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -9058545.000000 Penalty: 5373.633301
	Iteration 9F: 3 clusters Score -9058545 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -9060402.000000 Penalty: 5373.633301
	Iteration 10F: 3 clusters Score -9060402 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -9061752.000000 Penalty: 5373.633301
	Iteration 11Q: 3 clusters Score -9061752 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -9062697.000000 Penalty: 5373.633301
	Iteration 12Q: 3 clusters Score -9062697 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -9063239.000000 Penalty: 5373.633301
	Iteration 13Q: 3 clusters Score -9063239 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -9063547.000000 Penalty: 5373.633301
	Iteration 14Q: 3 clusters Score -9063547 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -9063675.000000 Penalty: 5373.633301
	Iteration 15Q: 3 clusters Score -9063675 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -9063783.000000 Penalty: 5373.633301
	Iteration 16Q: 3 clusters Score -9063783 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -9063847.000000 Penalty: 5373.633301
	Iteration 17Q: 3 clusters Score -9063847 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -9063929.000000 Penalty: 5373.633301
	Iteration 18Q: 3 clusters Score -9063929 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -9064025.000000 Penalty: 5373.633301
	Iteration 19Q: 3 clusters Score -9064025 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -9064120.000000 Penalty: 5373.633301
	Iteration 20F: 3 clusters Score -9064120 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -9064239.000000 Penalty: 5373.633301
	Iteration 21Q: 3 clusters Score -9064239 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -9064378.000000 Penalty: 5373.633301
	Iteration 22Q: 3 clusters Score -9064378 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -9064477.000000 Penalty: 5373.633301
	Iteration 23Q: 3 clusters Score -9064477 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -9064556.000000 Penalty: 5373.633301
	Iteration 24Q: 3 clusters Score -9064556 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -9064689.000000 Penalty: 5373.633301
	Iteration 25Q: 3 clusters Score -9064689 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -9064762.000000 Penalty: 5373.633301
	Iteration 26Q: 3 clusters Score -9064762 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -9064904.000000 Penalty: 5373.633301
	Iteration 27Q: 3 clusters Score -9064904 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -9065074.000000 Penalty: 5373.633301
	Iteration 28Q: 3 clusters Score -9065074 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -9065249.000000 Penalty: 5373.633301
	Iteration 29Q: 3 clusters Score -9065249 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -9065437.000000 Penalty: 5373.633301
	Iteration 30Q: 3 clusters Score -9065437 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -9065605.000000 Penalty: 5373.633301
	Iteration 31Q: 3 clusters Score -9065605 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -9065847.000000 Penalty: 5373.633301
	Iteration 32Q: 3 clusters Score -9065847 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -9066058.000000 Penalty: 5373.633301
	Iteration 33Q: 3 clusters Score -9066058 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -9066278.000000 Penalty: 5373.633301
	Iteration 34Q: 3 clusters Score -9066278 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -9066520.000000 Penalty: 5373.633301
	Iteration 35Q: 3 clusters Score -9066520 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -9066759.000000 Penalty: 5373.633301
	Iteration 36Q: 3 clusters Score -9066759 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9067036.000000 Penalty: 5373.633301
	Iteration 37Q: 3 clusters Score -9067036 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -9067326.000000 Penalty: 5373.633301
	Iteration 38Q: 3 clusters Score -9067326 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -9067573.000000 Penalty: 5373.633301
	Iteration 39Q: 3 clusters Score -9067573 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -9067858.000000 Penalty: 5373.633301
	Iteration 40F: 3 clusters Score -9067858 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -9068218.000000 Penalty: 5373.633301
	Iteration 41Q: 3 clusters Score -9068218 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -9068580.000000 Penalty: 5373.633301
	Iteration 42Q: 3 clusters Score -9068580 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -9068694.000000 Penalty: 5373.633301
	Iteration 43Q: 3 clusters Score -9068694 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -9068825.000000 Penalty: 5373.633301
	Iteration 44Q: 3 clusters Score -9068825 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -9068944.000000 Penalty: 5373.633301
	Iteration 45Q: 3 clusters Score -9068944 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -9068988.000000 Penalty: 5373.633301
	Iteration 46Q: 3 clusters Score -9068988 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9069027.000000 Penalty: 5373.633301
	Iteration 47Q: 3 clusters Score -9069027 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -9069057.000000 Penalty: 5373.633301
	Iteration 48Q: 3 clusters Score -9069057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9069069.000000 Penalty: 5373.633301
	Iteration 49Q: 3 clusters Score -9069069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -9069054.000000 Penalty: 5373.633301
	Iteration 50Q: 3 clusters Score -9069054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -9069044.000000 Penalty: 5373.633301
	Iteration 51Q: 3 clusters Score -9069044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9069053.000000 Penalty: 5373.633301
	Iteration 52Q: 3 clusters Score -9069053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9069048.000000 Penalty: 5373.633301
	Iteration 53Q: 3 clusters Score -9069048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9069044.000000 Penalty: 5373.633301
	Iteration 54Q: 3 clusters Score -9069044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9069051.000000 Penalty: 5373.633301
	Iteration 55Q: 3 clusters Score -9069051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9069041.000000 Penalty: 5373.633301
	Iteration 56Q: 3 clusters Score -9069041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -9069029.000000 Penalty: 5373.633301
	Iteration 57Q: 3 clusters Score -9069029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -9069027.000000 Penalty: 5373.633301
	Iteration 58Q: 3 clusters Score -9069027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -9069051.000000 Penalty: 5373.633301
	Iteration 59Q: 3 clusters Score -9069051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9069049.000000 Penalty: 5373.633301
	Iteration 60F: 3 clusters Score -9069049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9069026.000000 Penalty: 5373.633301
	Iteration 61Q: 3 clusters Score -9069026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9069044.000000 Penalty: 5373.633301
	Iteration 62Q: 3 clusters Score -9069044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9069027.000000 Penalty: 5373.633301
	Iteration 63Q: 3 clusters Score -9069027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9069032.000000 Penalty: 5373.633301
	Iteration 64Q: 3 clusters Score -9069032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9069030.000000 Penalty: 5373.633301
	Iteration 65Q: 3 clusters Score -9069030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9069039.000000 Penalty: 5373.633301
	Iteration 66Q: 3 clusters Score -9069039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9069044.000000 Penalty: 5373.633301
	Iteration 67Q: 3 clusters Score -9069044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9069047.000000 Penalty: 5373.633301
	Iteration 68Q: 3 clusters Score -9069047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9069038.000000 Penalty: 5373.633301
	Iteration 69Q: 3 clusters Score -9069038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -9069038.000000 Penalty: 5373.633301
	Iteration 70Q: 3 clusters Score -9069038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -9069041.000000 Penalty: 5373.633301
	Iteration 71Q: 3 clusters Score -9069041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9069045.000000 Penalty: 5373.633301
	Iteration 72Q: 3 clusters Score -9069045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -9069043.000000 Penalty: 5373.633301
	Iteration 73Q: 3 clusters Score -9069043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9069045.000000 Penalty: 5373.633301
	Iteration 74Q: 3 clusters Score -9069045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -9069051.000000 Penalty: 5373.633301
	Iteration 75Q: 3 clusters Score -9069051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9069046.000000 Penalty: 5373.633301
	Iteration 76Q: 3 clusters Score -9069046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9069049.000000 Penalty: 5373.633301
	Iteration 77Q: 3 clusters Score -9069049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9069044.000000 Penalty: 5373.633301
	Iteration 78Q: 3 clusters Score -9069044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9069051.000000 Penalty: 5373.633301
	Iteration 79Q: 3 clusters Score -9069051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9069055.000000 Penalty: 5373.633301
	Iteration 80F: 3 clusters Score -9069055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9069056.000000 Penalty: 5373.633301
	Iteration 81Q: 3 clusters Score -9069056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9069047.000000 Penalty: 5373.633301
	Iteration 82Q: 3 clusters Score -9069047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -9069051.000000 Penalty: 5373.633301
	Iteration 83Q: 3 clusters Score -9069051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9069047.000000 Penalty: 5373.633301
	Iteration 84Q: 3 clusters Score -9069047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9069046.000000 Penalty: 5373.633301
	Iteration 85Q: 3 clusters Score -9069046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9069054.000000 Penalty: 5373.633301
	Iteration 86Q: 3 clusters Score -9069054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9069047.000000 Penalty: 5373.633301
	Iteration 87Q: 3 clusters Score -9069047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9069051.000000 Penalty: 5373.633301
	Iteration 88Q: 3 clusters Score -9069051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9069053.000000 Penalty: 5373.633301
	Iteration 89Q: 3 clusters Score -9069053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9069053.000000 Penalty: 5373.633301
	Iteration 90F: 3 clusters Score -9069053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 253 members 
Entering Unmasked Estep 
Score: -41035.484375 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -41035.48 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41679.800781 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41679.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41965.335938 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -41965.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42269.261719 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -42269.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42357.976562 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -42357.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42417.093750 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -42417.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42482.343750 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42482.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42496.191406 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -42496.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42496.191406 Penalty: 3080.457520
	Iteration 8F: 3 clusters Score -42496.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38845 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 37508 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47028 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 42139 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 336 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40747 members 
Mstep: Class 28 contains 41796 members 
Mstep: Class 29 contains 44904 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 38842 members 
Mstep: Class 36 contains 44671 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43656 members 
Mstep: Class 41 contains 162 members 
Entering Unmasked Estep 
Score: -196430896.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196432208.000000 to -196430896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Entering Unmasked Estep 
Score: -8107563.500000 Penalty: 2656.308838
	Iteration 0F: 2 clusters Score -8107564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8078232.500000 Penalty: 5312.617676
	Iteration 0F: 3 clusters Score -8078232 nChanged 20578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -8089668.000000 Penalty: 5312.617676
	Iteration 1F: 3 clusters Score -8089668 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -8090168.000000 Penalty: 5312.617676
	Iteration 2Q: 3 clusters Score -8090168 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -8090775.500000 Penalty: 5312.617676
	Iteration 3Q: 3 clusters Score -8090776 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -8091373.000000 Penalty: 5312.617676
	Iteration 4Q: 3 clusters Score -8091373 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -8092102.000000 Penalty: 5312.617676
	Iteration 5Q: 3 clusters Score -8092102 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -8093231.000000 Penalty: 5312.617676
	Iteration 6F: 3 clusters Score -8093231 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -8094842.500000 Penalty: 5312.617676
	Iteration 7F: 3 clusters Score -8094842 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -8097038.000000 Penalty: 5312.617676
	Iteration 8F: 3 clusters Score -8097038 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -8099665.500000 Penalty: 5312.617676
	Iteration 9F: 3 clusters Score -8099666 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8102124.000000 Penalty: 5312.617676
	Iteration 10F: 3 clusters Score -8102124 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8103736.000000 Penalty: 5312.617676
	Iteration 11Q: 3 clusters Score -8103736 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8104510.500000 Penalty: 5312.617676
	Iteration 12Q: 3 clusters Score -8104510 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8104861.000000 Penalty: 5312.617676
	Iteration 13Q: 3 clusters Score -8104861 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8105043.500000 Penalty: 5312.617676
	Iteration 14Q: 3 clusters Score -8105044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8105118.000000 Penalty: 5312.617676
	Iteration 15Q: 3 clusters Score -8105118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8105185.500000 Penalty: 5312.617676
	Iteration 16Q: 3 clusters Score -8105186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8105210.500000 Penalty: 5312.617676
	Iteration 17Q: 3 clusters Score -8105210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8105225.000000 Penalty: 5312.617676
	Iteration 18Q: 3 clusters Score -8105225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8105244.000000 Penalty: 5312.617676
	Iteration 19Q: 3 clusters Score -8105244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8105261.000000 Penalty: 5312.617676
	Iteration 20F: 3 clusters Score -8105261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8105268.500000 Penalty: 5312.617676
	Iteration 21Q: 3 clusters Score -8105268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8105272.000000 Penalty: 5312.617676
	Iteration 22Q: 3 clusters Score -8105272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8105271.000000 Penalty: 5312.617676
	Iteration 23Q: 3 clusters Score -8105271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8105271.000000 Penalty: 5312.617676
	Iteration 24F: 3 clusters Score -8105271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Entering Unmasked Estep 
Score: -3505409.250000 Penalty: 2454.971191
	Iteration 0F: 2 clusters Score -3505409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3491426.500000 Penalty: 4909.942383
	Iteration 0F: 3 clusters Score -3491426 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3496240.750000 Penalty: 4909.942383
	Iteration 1F: 3 clusters Score -3496241 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3496807.500000 Penalty: 4909.942383
	Iteration 2F: 3 clusters Score -3496808 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3497433.750000 Penalty: 4909.942383
	Iteration 3F: 3 clusters Score -3497434 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3498267.750000 Penalty: 4909.942383
	Iteration 4F: 3 clusters Score -3498268 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -3499256.000000 Penalty: 4909.942383
	Iteration 5F: 3 clusters Score -3499256 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3500284.250000 Penalty: 4909.942383
	Iteration 6F: 3 clusters Score -3500284 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3501196.750000 Penalty: 4909.942383
	Iteration 7F: 3 clusters Score -3501197 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3501923.250000 Penalty: 4909.942383
	Iteration 8F: 3 clusters Score -3501923 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3502480.000000 Penalty: 4909.942383
	Iteration 9Q: 3 clusters Score -3502480 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3502942.250000 Penalty: 4909.942383
	Iteration 10Q: 3 clusters Score -3502942 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3503340.750000 Penalty: 4909.942383
	Iteration 11Q: 3 clusters Score -3503341 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -3503652.500000 Penalty: 4909.942383
	Iteration 12Q: 3 clusters Score -3503652 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3503854.000000 Penalty: 4909.942383
	Iteration 13Q: 3 clusters Score -3503854 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3503991.000000 Penalty: 4909.942383
	Iteration 14Q: 3 clusters Score -3503991 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3504077.000000 Penalty: 4909.942383
	Iteration 15Q: 3 clusters Score -3504077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3504158.750000 Penalty: 4909.942383
	Iteration 16Q: 3 clusters Score -3504159 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3504222.500000 Penalty: 4909.942383
	Iteration 17Q: 3 clusters Score -3504222 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3504294.000000 Penalty: 4909.942383
	Iteration 18Q: 3 clusters Score -3504294 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3504338.750000 Penalty: 4909.942383
	Iteration 19Q: 3 clusters Score -3504339 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3504394.750000 Penalty: 4909.942383
	Iteration 20F: 3 clusters Score -3504395 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3504432.000000 Penalty: 4909.942383
	Iteration 21Q: 3 clusters Score -3504432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3504478.250000 Penalty: 4909.942383
	Iteration 22Q: 3 clusters Score -3504478 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3504528.250000 Penalty: 4909.942383
	Iteration 23Q: 3 clusters Score -3504528 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3504575.250000 Penalty: 4909.942383
	Iteration 24Q: 3 clusters Score -3504575 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3504603.750000 Penalty: 4909.942383
	Iteration 25Q: 3 clusters Score -3504604 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3504659.000000 Penalty: 4909.942383
	Iteration 26Q: 3 clusters Score -3504659 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3504695.000000 Penalty: 4909.942383
	Iteration 27Q: 3 clusters Score -3504695 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3504738.500000 Penalty: 4909.942383
	Iteration 28Q: 3 clusters Score -3504738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3504765.000000 Penalty: 4909.942383
	Iteration 29Q: 3 clusters Score -3504765 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3504806.500000 Penalty: 4909.942383
	Iteration 30Q: 3 clusters Score -3504806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3504862.000000 Penalty: 4909.942383
	Iteration 31Q: 3 clusters Score -3504862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3504908.250000 Penalty: 4909.942383
	Iteration 32Q: 3 clusters Score -3504908 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3504962.750000 Penalty: 4909.942383
	Iteration 33Q: 3 clusters Score -3504963 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3505047.000000 Penalty: 4909.942383
	Iteration 34Q: 3 clusters Score -3505047 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3505115.500000 Penalty: 4909.942383
	Iteration 35Q: 3 clusters Score -3505116 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3505204.000000 Penalty: 4909.942383
	Iteration 36Q: 3 clusters Score -3505204 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3505302.500000 Penalty: 4909.942383
	Iteration 37Q: 3 clusters Score -3505302 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3505387.250000 Penalty: 4909.942383
	Iteration 38Q: 3 clusters Score -3505387 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3505476.000000 Penalty: 4909.942383
	Iteration 39Q: 3 clusters Score -3505476 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3505577.500000 Penalty: 4909.942383
	Iteration 40F: 3 clusters Score -3505578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3505628.000000 Penalty: 4909.942383
	Iteration 41Q: 3 clusters Score -3505628 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3505689.500000 Penalty: 4909.942383
	Iteration 42Q: 3 clusters Score -3505690 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3505724.500000 Penalty: 4909.942383
	Iteration 43Q: 3 clusters Score -3505724 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3505763.000000 Penalty: 4909.942383
	Iteration 44Q: 3 clusters Score -3505763 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3505792.250000 Penalty: 4909.942383
	Iteration 45Q: 3 clusters Score -3505792 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3505820.500000 Penalty: 4909.942383
	Iteration 46Q: 3 clusters Score -3505820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3505847.750000 Penalty: 4909.942383
	Iteration 47Q: 3 clusters Score -3505848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3505872.000000 Penalty: 4909.942383
	Iteration 48Q: 3 clusters Score -3505872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3505912.250000 Penalty: 4909.942383
	Iteration 49Q: 3 clusters Score -3505912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3505932.750000 Penalty: 4909.942383
	Iteration 50Q: 3 clusters Score -3505933 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3505951.500000 Penalty: 4909.942383
	Iteration 51Q: 3 clusters Score -3505952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3505969.000000 Penalty: 4909.942383
	Iteration 52Q: 3 clusters Score -3505969 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3505979.000000 Penalty: 4909.942383
	Iteration 53Q: 3 clusters Score -3505979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3506012.250000 Penalty: 4909.942383
	Iteration 54Q: 3 clusters Score -3506012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3506032.500000 Penalty: 4909.942383
	Iteration 55Q: 3 clusters Score -3506032 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3506035.750000 Penalty: 4909.942383
	Iteration 56Q: 3 clusters Score -3506036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3506057.250000 Penalty: 4909.942383
	Iteration 57Q: 3 clusters Score -3506057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3506058.750000 Penalty: 4909.942383
	Iteration 58Q: 3 clusters Score -3506059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3506065.750000 Penalty: 4909.942383
	Iteration 59Q: 3 clusters Score -3506066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3506071.250000 Penalty: 4909.942383
	Iteration 60F: 3 clusters Score -3506071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3506079.000000 Penalty: 4909.942383
	Iteration 61Q: 3 clusters Score -3506079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3506088.750000 Penalty: 4909.942383
	Iteration 62Q: 3 clusters Score -3506089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3506098.500000 Penalty: 4909.942383
	Iteration 63Q: 3 clusters Score -3506098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3506098.250000 Penalty: 4909.942383
	Iteration 64Q: 3 clusters Score -3506098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3506093.250000 Penalty: 4909.942383
	Iteration 65Q: 3 clusters Score -3506093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3506091.250000 Penalty: 4909.942383
	Iteration 66Q: 3 clusters Score -3506091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3506088.500000 Penalty: 4909.942383
	Iteration 67Q: 3 clusters Score -3506088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3506081.000000 Penalty: 4909.942383
	Iteration 68Q: 3 clusters Score -3506081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3506090.250000 Penalty: 4909.942383
	Iteration 69Q: 3 clusters Score -3506090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3506087.750000 Penalty: 4909.942383
	Iteration 70Q: 3 clusters Score -3506088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3506099.750000 Penalty: 4909.942383
	Iteration 71Q: 3 clusters Score -3506100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3506099.000000 Penalty: 4909.942383
	Iteration 72Q: 3 clusters Score -3506099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3506095.000000 Penalty: 4909.942383
	Iteration 73Q: 3 clusters Score -3506095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3506098.000000 Penalty: 4909.942383
	Iteration 74Q: 3 clusters Score -3506098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3506098.250000 Penalty: 4909.942383
	Iteration 75Q: 3 clusters Score -3506098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3506100.500000 Penalty: 4909.942383
	Iteration 76Q: 3 clusters Score -3506100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3506095.000000 Penalty: 4909.942383
	Iteration 77Q: 3 clusters Score -3506095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3506092.750000 Penalty: 4909.942383
	Iteration 78Q: 3 clusters Score -3506093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3506097.000000 Penalty: 4909.942383
	Iteration 79Q: 3 clusters Score -3506097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3506097.000000 Penalty: 4909.942383
	Iteration 80F: 3 clusters Score -3506097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38845 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 37508 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47028 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 42139 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 8268 members 
Mstep: Class 27 contains 40747 members 
Mstep: Class 28 contains 41796 members 
Mstep: Class 29 contains 44904 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 38842 members 
Mstep: Class 36 contains 44671 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43656 members 
Mstep: Class 41 contains 11644 members 
Entering Unmasked Estep 
Score: -196430768.000000 Penalty: 141646.312500
Splitting cluster 26 changes total score from -196432208.000000 to -196430768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (40747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Entering Unmasked Estep 
Score: -7303940.000000 Penalty: 2632.553955
	Iteration 0F: 2 clusters Score -7303940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -7276539.500000 Penalty: 5265.107910
	Iteration 0F: 3 clusters Score -7276540 nChanged 18571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -7286784.500000 Penalty: 5265.107910
	Iteration 1F: 3 clusters Score -7286784 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -7287372.000000 Penalty: 5265.107910
	Iteration 2Q: 3 clusters Score -7287372 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -7288068.000000 Penalty: 5265.107910
	Iteration 3Q: 3 clusters Score -7288068 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -7288899.000000 Penalty: 5265.107910
	Iteration 4Q: 3 clusters Score -7288899 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -7289959.500000 Penalty: 5265.107910
	Iteration 5F: 3 clusters Score -7289960 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -7291441.500000 Penalty: 5265.107910
	Iteration 6F: 3 clusters Score -7291442 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -7293413.500000 Penalty: 5265.107910
	Iteration 7F: 3 clusters Score -7293414 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -7295748.000000 Penalty: 5265.107910
	Iteration 8F: 3 clusters Score -7295748 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7298119.000000 Penalty: 5265.107910
	Iteration 9F: 3 clusters Score -7298119 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -7299893.500000 Penalty: 5265.107910
	Iteration 10Q: 3 clusters Score -7299894 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7300813.500000 Penalty: 5265.107910
	Iteration 11Q: 3 clusters Score -7300814 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7301230.500000 Penalty: 5265.107910
	Iteration 12Q: 3 clusters Score -7301230 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -7301428.500000 Penalty: 5265.107910
	Iteration 13Q: 3 clusters Score -7301428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7301537.000000 Penalty: 5265.107910
	Iteration 14Q: 3 clusters Score -7301537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7301604.500000 Penalty: 5265.107910
	Iteration 15Q: 3 clusters Score -7301604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -7301646.000000 Penalty: 5265.107910
	Iteration 16Q: 3 clusters Score -7301646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7301661.000000 Penalty: 5265.107910
	Iteration 17Q: 3 clusters Score -7301661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -7301658.500000 Penalty: 5265.107910
	Iteration 18Q: 3 clusters Score -7301658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -7301669.500000 Penalty: 5265.107910
	Iteration 19Q: 3 clusters Score -7301670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -7301673.500000 Penalty: 5265.107910
	Iteration 20F: 3 clusters Score -7301674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -7301675.000000 Penalty: 5265.107910
	Iteration 21Q: 3 clusters Score -7301675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7301679.500000 Penalty: 5265.107910
	Iteration 22Q: 3 clusters Score -7301680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -7301686.500000 Penalty: 5265.107910
	Iteration 23Q: 3 clusters Score -7301686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -7301685.000000 Penalty: 5265.107910
	Iteration 24Q: 3 clusters Score -7301685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7301691.000000 Penalty: 5265.107910
	Iteration 25Q: 3 clusters Score -7301691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7301691.000000 Penalty: 5265.107910
	Iteration 26F: 3 clusters Score -7301691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Entering Unmasked Estep 
Score: -7446602.500000 Penalty: 2638.857910
	Iteration 0F: 2 clusters Score -7446602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -7418632.500000 Penalty: 5277.715820
	Iteration 0F: 3 clusters Score -7418632 nChanged 18996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -7429015.000000 Penalty: 5277.715820
	Iteration 1F: 3 clusters Score -7429015 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -7429655.000000 Penalty: 5277.715820
	Iteration 2Q: 3 clusters Score -7429655 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -7430344.500000 Penalty: 5277.715820
	Iteration 3Q: 3 clusters Score -7430344 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -7431230.000000 Penalty: 5277.715820
	Iteration 4Q: 3 clusters Score -7431230 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -7432570.000000 Penalty: 5277.715820
	Iteration 5F: 3 clusters Score -7432570 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -7434494.000000 Penalty: 5277.715820
	Iteration 6F: 3 clusters Score -7434494 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -7437112.000000 Penalty: 5277.715820
	Iteration 7F: 3 clusters Score -7437112 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7439969.500000 Penalty: 5277.715820
	Iteration 8F: 3 clusters Score -7439970 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7442149.000000 Penalty: 5277.715820
	Iteration 9F: 3 clusters Score -7442149 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7443365.000000 Penalty: 5277.715820
	Iteration 10Q: 3 clusters Score -7443365 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7443837.000000 Penalty: 5277.715820
	Iteration 11Q: 3 clusters Score -7443837 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7444049.500000 Penalty: 5277.715820
	Iteration 12Q: 3 clusters Score -7444050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7444132.500000 Penalty: 5277.715820
	Iteration 13Q: 3 clusters Score -7444132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7444213.000000 Penalty: 5277.715820
	Iteration 14Q: 3 clusters Score -7444213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7444256.500000 Penalty: 5277.715820
	Iteration 15Q: 3 clusters Score -7444256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7444287.000000 Penalty: 5277.715820
	Iteration 16Q: 3 clusters Score -7444287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7444312.000000 Penalty: 5277.715820
	Iteration 17Q: 3 clusters Score -7444312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7444324.500000 Penalty: 5277.715820
	Iteration 18Q: 3 clusters Score -7444324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7444328.000000 Penalty: 5277.715820
	Iteration 19Q: 3 clusters Score -7444328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7444342.000000 Penalty: 5277.715820
	Iteration 20F: 3 clusters Score -7444342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7444345.500000 Penalty: 5277.715820
	Iteration 21Q: 3 clusters Score -7444346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7444343.500000 Penalty: 5277.715820
	Iteration 22Q: 3 clusters Score -7444344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7444362.000000 Penalty: 5277.715820
	Iteration 23Q: 3 clusters Score -7444362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7444361.000000 Penalty: 5277.715820
	Iteration 24Q: 3 clusters Score -7444361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7444366.500000 Penalty: 5277.715820
	Iteration 25Q: 3 clusters Score -7444366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7444366.500000 Penalty: 5277.715820
	Iteration 26F: 3 clusters Score -7444366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (44904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Entering Unmasked Estep 
Score: -8105431.000000 Penalty: 2656.645996
	Iteration 0F: 2 clusters Score -8105431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8076048.500000 Penalty: 5313.291992
	Iteration 0F: 3 clusters Score -8076048 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -8087595.000000 Penalty: 5313.291992
	Iteration 1F: 3 clusters Score -8087595 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8088051.000000 Penalty: 5313.291992
	Iteration 2Q: 3 clusters Score -8088051 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -8088584.500000 Penalty: 5313.291992
	Iteration 3Q: 3 clusters Score -8088584 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -8089022.500000 Penalty: 5313.291992
	Iteration 4Q: 3 clusters Score -8089022 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -8089646.500000 Penalty: 5313.291992
	Iteration 5Q: 3 clusters Score -8089646 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -8090442.500000 Penalty: 5313.291992
	Iteration 6Q: 3 clusters Score -8090442 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -8091663.500000 Penalty: 5313.291992
	Iteration 7F: 3 clusters Score -8091664 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -8093470.000000 Penalty: 5313.291992
	Iteration 8F: 3 clusters Score -8093470 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -8095899.000000 Penalty: 5313.291992
	Iteration 9F: 3 clusters Score -8095899 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -8098489.000000 Penalty: 5313.291992
	Iteration 10F: 3 clusters Score -8098489 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -8100581.000000 Penalty: 5313.291992
	Iteration 11F: 3 clusters Score -8100581 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -8101870.500000 Penalty: 5313.291992
	Iteration 12Q: 3 clusters Score -8101870 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8102565.000000 Penalty: 5313.291992
	Iteration 13Q: 3 clusters Score -8102565 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8102833.500000 Penalty: 5313.291992
	Iteration 14Q: 3 clusters Score -8102834 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8102984.000000 Penalty: 5313.291992
	Iteration 15Q: 3 clusters Score -8102984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8103065.500000 Penalty: 5313.291992
	Iteration 16Q: 3 clusters Score -8103066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8103101.500000 Penalty: 5313.291992
	Iteration 17Q: 3 clusters Score -8103102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -8103140.500000 Penalty: 5313.291992
	Iteration 18Q: 3 clusters Score -8103140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8103160.500000 Penalty: 5313.291992
	Iteration 19Q: 3 clusters Score -8103160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -8103178.500000 Penalty: 5313.291992
	Iteration 20F: 3 clusters Score -8103178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8103178.000000 Penalty: 5313.291992
	Iteration 21Q: 3 clusters Score -8103178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8103193.000000 Penalty: 5313.291992
	Iteration 22Q: 3 clusters Score -8103193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8103211.000000 Penalty: 5313.291992
	Iteration 23Q: 3 clusters Score -8103211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -8103210.500000 Penalty: 5313.291992
	Iteration 24Q: 3 clusters Score -8103210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8103218.500000 Penalty: 5313.291992
	Iteration 25Q: 3 clusters Score -8103218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8103218.500000 Penalty: 5313.291992
	Iteration 26F: 3 clusters Score -8103218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Entering Unmasked Estep 
Score: -8755216.000000 Penalty: 2676.593262
	Iteration 0F: 2 clusters Score -8755216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -8724563.000000 Penalty: 5353.186523
	Iteration 0F: 3 clusters Score -8724563 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -8736925.000000 Penalty: 5353.186523
	Iteration 1F: 3 clusters Score -8736925 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -8737368.000000 Penalty: 5353.186523
	Iteration 2Q: 3 clusters Score -8737368 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8737698.000000 Penalty: 5353.186523
	Iteration 3Q: 3 clusters Score -8737698 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -8737983.000000 Penalty: 5353.186523
	Iteration 4Q: 3 clusters Score -8737983 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8738232.000000 Penalty: 5353.186523
	Iteration 5Q: 3 clusters Score -8738232 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -8738477.000000 Penalty: 5353.186523
	Iteration 6Q: 3 clusters Score -8738477 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8738683.000000 Penalty: 5353.186523
	Iteration 7Q: 3 clusters Score -8738683 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -8738870.000000 Penalty: 5353.186523
	Iteration 8Q: 3 clusters Score -8738870 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8739096.000000 Penalty: 5353.186523
	Iteration 9Q: 3 clusters Score -8739096 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -8739338.000000 Penalty: 5353.186523
	Iteration 10Q: 3 clusters Score -8739338 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -8739620.000000 Penalty: 5353.186523
	Iteration 11Q: 3 clusters Score -8739620 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -8739992.000000 Penalty: 5353.186523
	Iteration 12Q: 3 clusters Score -8739992 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8740483.000000 Penalty: 5353.186523
	Iteration 13Q: 3 clusters Score -8740483 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -8741185.000000 Penalty: 5353.186523
	Iteration 14Q: 3 clusters Score -8741185 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -8742259.000000 Penalty: 5353.186523
	Iteration 15Q: 3 clusters Score -8742259 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -8743492.000000 Penalty: 5353.186523
	Iteration 16Q: 3 clusters Score -8743492 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -8745051.000000 Penalty: 5353.186523
	Iteration 17Q: 3 clusters Score -8745051 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -8746687.000000 Penalty: 5353.186523
	Iteration 18Q: 3 clusters Score -8746687 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -8748119.000000 Penalty: 5353.186523
	Iteration 19Q: 3 clusters Score -8748119 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -8749244.000000 Penalty: 5353.186523
	Iteration 20F: 3 clusters Score -8749244 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -8750130.000000 Penalty: 5353.186523
	Iteration 21Q: 3 clusters Score -8750130 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8750714.000000 Penalty: 5353.186523
	Iteration 22Q: 3 clusters Score -8750714 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8751169.000000 Penalty: 5353.186523
	Iteration 23Q: 3 clusters Score -8751169 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8751521.000000 Penalty: 5353.186523
	Iteration 24Q: 3 clusters Score -8751521 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -8751791.000000 Penalty: 5353.186523
	Iteration 25Q: 3 clusters Score -8751791 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8752049.000000 Penalty: 5353.186523
	Iteration 26Q: 3 clusters Score -8752049 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8752259.000000 Penalty: 5353.186523
	Iteration 27Q: 3 clusters Score -8752259 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8752404.000000 Penalty: 5353.186523
	Iteration 28Q: 3 clusters Score -8752404 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8752603.000000 Penalty: 5353.186523
	Iteration 29Q: 3 clusters Score -8752603 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8752702.000000 Penalty: 5353.186523
	Iteration 30Q: 3 clusters Score -8752702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8752760.000000 Penalty: 5353.186523
	Iteration 31Q: 3 clusters Score -8752760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8752773.000000 Penalty: 5353.186523
	Iteration 32Q: 3 clusters Score -8752773 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8752832.000000 Penalty: 5353.186523
	Iteration 33Q: 3 clusters Score -8752832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8752881.000000 Penalty: 5353.186523
	Iteration 34Q: 3 clusters Score -8752881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8752897.000000 Penalty: 5353.186523
	Iteration 35Q: 3 clusters Score -8752897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8752922.000000 Penalty: 5353.186523
	Iteration 36Q: 3 clusters Score -8752922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8752932.000000 Penalty: 5353.186523
	Iteration 37Q: 3 clusters Score -8752932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8752940.000000 Penalty: 5353.186523
	Iteration 38Q: 3 clusters Score -8752940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8752939.000000 Penalty: 5353.186523
	Iteration 39Q: 3 clusters Score -8752939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8752942.000000 Penalty: 5353.186523
	Iteration 40F: 3 clusters Score -8752942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8752954.000000 Penalty: 5353.186523
	Iteration 41Q: 3 clusters Score -8752954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8752953.000000 Penalty: 5353.186523
	Iteration 42Q: 3 clusters Score -8752953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8752975.000000 Penalty: 5353.186523
	Iteration 43Q: 3 clusters Score -8752975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8752974.000000 Penalty: 5353.186523
	Iteration 44Q: 3 clusters Score -8752974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8752979.000000 Penalty: 5353.186523
	Iteration 45Q: 3 clusters Score -8752979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8752977.000000 Penalty: 5353.186523
	Iteration 46Q: 3 clusters Score -8752977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8752982.000000 Penalty: 5353.186523
	Iteration 47Q: 3 clusters Score -8752982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8752987.000000 Penalty: 5353.186523
	Iteration 48Q: 3 clusters Score -8752987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8752999.000000 Penalty: 5353.186523
	Iteration 49Q: 3 clusters Score -8752999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8752994.000000 Penalty: 5353.186523
	Iteration 50Q: 3 clusters Score -8752994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8752995.000000 Penalty: 5353.186523
	Iteration 51Q: 3 clusters Score -8752995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8752996.000000 Penalty: 5353.186523
	Iteration 52Q: 3 clusters Score -8752996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8753006.000000 Penalty: 5353.186523
	Iteration 53Q: 3 clusters Score -8753006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8753006.000000 Penalty: 5353.186523
	Iteration 54F: 3 clusters Score -8753006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Entering Unmasked Estep 
Score: -4242284.000000 Penalty: 2500.473389
	Iteration 0F: 2 clusters Score -4242284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4225682.000000 Penalty: 5000.946777
	Iteration 0F: 3 clusters Score -4225682 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4231411.500000 Penalty: 5000.946777
	Iteration 1F: 3 clusters Score -4231412 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4231930.000000 Penalty: 5000.946777
	Iteration 2F: 3 clusters Score -4231930 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4232439.500000 Penalty: 5000.946777
	Iteration 3F: 3 clusters Score -4232440 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4233074.500000 Penalty: 5000.946777
	Iteration 4F: 3 clusters Score -4233074 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4233863.500000 Penalty: 5000.946777
	Iteration 5F: 3 clusters Score -4233864 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4234796.500000 Penalty: 5000.946777
	Iteration 6F: 3 clusters Score -4234796 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4235797.500000 Penalty: 5000.946777
	Iteration 7F: 3 clusters Score -4235798 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4236644.500000 Penalty: 5000.946777
	Iteration 8F: 3 clusters Score -4236644 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4237338.000000 Penalty: 5000.946777
	Iteration 9F: 3 clusters Score -4237338 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -4237909.500000 Penalty: 5000.946777
	Iteration 10Q: 3 clusters Score -4237910 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4238381.000000 Penalty: 5000.946777
	Iteration 11Q: 3 clusters Score -4238381 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4238782.500000 Penalty: 5000.946777
	Iteration 12Q: 3 clusters Score -4238782 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4239184.000000 Penalty: 5000.946777
	Iteration 13Q: 3 clusters Score -4239184 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4239574.000000 Penalty: 5000.946777
	Iteration 14Q: 3 clusters Score -4239574 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4239881.000000 Penalty: 5000.946777
	Iteration 15Q: 3 clusters Score -4239881 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4240121.000000 Penalty: 5000.946777
	Iteration 16Q: 3 clusters Score -4240121 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4240306.500000 Penalty: 5000.946777
	Iteration 17Q: 3 clusters Score -4240306 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4240438.500000 Penalty: 5000.946777
	Iteration 18Q: 3 clusters Score -4240438 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4240535.000000 Penalty: 5000.946777
	Iteration 19Q: 3 clusters Score -4240535 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4240596.000000 Penalty: 5000.946777
	Iteration 20F: 3 clusters Score -4240596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4240666.500000 Penalty: 5000.946777
	Iteration 21Q: 3 clusters Score -4240666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4240694.500000 Penalty: 5000.946777
	Iteration 22Q: 3 clusters Score -4240694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4240728.000000 Penalty: 5000.946777
	Iteration 23Q: 3 clusters Score -4240728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4240729.000000 Penalty: 5000.946777
	Iteration 24Q: 3 clusters Score -4240729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4240739.500000 Penalty: 5000.946777
	Iteration 25Q: 3 clusters Score -4240740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4240748.000000 Penalty: 5000.946777
	Iteration 26Q: 3 clusters Score -4240748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4240760.500000 Penalty: 5000.946777
	Iteration 27Q: 3 clusters Score -4240760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4240763.500000 Penalty: 5000.946777
	Iteration 28Q: 3 clusters Score -4240764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4240776.500000 Penalty: 5000.946777
	Iteration 29Q: 3 clusters Score -4240776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4240790.500000 Penalty: 5000.946777
	Iteration 30Q: 3 clusters Score -4240790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4240800.000000 Penalty: 5000.946777
	Iteration 31Q: 3 clusters Score -4240800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4240810.000000 Penalty: 5000.946777
	Iteration 32Q: 3 clusters Score -4240810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4240823.000000 Penalty: 5000.946777
	Iteration 33Q: 3 clusters Score -4240823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4240823.000000 Penalty: 5000.946777
	Iteration 34Q: 3 clusters Score -4240823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4240824.500000 Penalty: 5000.946777
	Iteration 35Q: 3 clusters Score -4240824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4240822.000000 Penalty: 5000.946777
	Iteration 36Q: 3 clusters Score -4240822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4240825.500000 Penalty: 5000.946777
	Iteration 37Q: 3 clusters Score -4240826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4240825.500000 Penalty: 5000.946777
	Iteration 38F: 3 clusters Score -4240826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -210796.500000 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -210796.5 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 621 members 
Entering Unmasked Estep 
Score: -208823.203125 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -208823.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -209348.203125 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -209348.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209567.203125 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -209567.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -209694.140625 Penalty: 3536.528809
	Iteration 3F: 3 clusters Score -209694.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209788.031250 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -209788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -209843.406250 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -209843.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209875.968750 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -209876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -209899.953125 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -209900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -209913.312500 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -209913.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209923.578125 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -209923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -209938.734375 Penalty: 3536.528809
	Iteration 10Q: 3 clusters Score -209938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -209955.546875 Penalty: 3536.528809
	Iteration 11Q: 3 clusters Score -209955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209970.671875 Penalty: 3536.528809
	Iteration 12Q: 3 clusters Score -209970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209987.656250 Penalty: 3536.528809
	Iteration 13Q: 3 clusters Score -209987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -209997.906250 Penalty: 3536.528809
	Iteration 14Q: 3 clusters Score -209997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -210020.500000 Penalty: 3536.528809
	Iteration 15Q: 3 clusters Score -210020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210035.265625 Penalty: 3536.528809
	Iteration 16Q: 3 clusters Score -210035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -210039.734375 Penalty: 3536.528809
	Iteration 17Q: 3 clusters Score -210039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -210050.906250 Penalty: 3536.528809
	Iteration 18Q: 3 clusters Score -210050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210054.859375 Penalty: 3536.528809
	Iteration 19Q: 3 clusters Score -210054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -210057.843750 Penalty: 3536.528809
	Iteration 20F: 3 clusters Score -210057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210064.265625 Penalty: 3536.528809
	Iteration 21Q: 3 clusters Score -210064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -210066.187500 Penalty: 3536.528809
	Iteration 22Q: 3 clusters Score -210066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -210066.187500 Penalty: 3536.528809
	Iteration 23F: 3 clusters Score -210066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Entering Unmasked Estep 
Score: -3178408.250000 Penalty: 2428.262695
	Iteration 0F: 2 clusters Score -3178408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3165785.000000 Penalty: 4856.525391
	Iteration 0F: 3 clusters Score -3165785 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3169752.500000 Penalty: 4856.525391
	Iteration 1F: 3 clusters Score -3169752 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3170115.500000 Penalty: 4856.525391
	Iteration 2F: 3 clusters Score -3170116 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3170406.750000 Penalty: 4856.525391
	Iteration 3Q: 3 clusters Score -3170407 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3170703.250000 Penalty: 4856.525391
	Iteration 4Q: 3 clusters Score -3170703 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3170992.500000 Penalty: 4856.525391
	Iteration 5Q: 3 clusters Score -3170992 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3171340.000000 Penalty: 4856.525391
	Iteration 6Q: 3 clusters Score -3171340 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3171758.250000 Penalty: 4856.525391
	Iteration 7Q: 3 clusters Score -3171758 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3172339.250000 Penalty: 4856.525391
	Iteration 8F: 3 clusters Score -3172339 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3173069.000000 Penalty: 4856.525391
	Iteration 9F: 3 clusters Score -3173069 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3174064.500000 Penalty: 4856.525391
	Iteration 10F: 3 clusters Score -3174064 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3175015.250000 Penalty: 4856.525391
	Iteration 11F: 3 clusters Score -3175015 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3175715.000000 Penalty: 4856.525391
	Iteration 12F: 3 clusters Score -3175715 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3176152.750000 Penalty: 4856.525391
	Iteration 13Q: 3 clusters Score -3176153 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3176438.000000 Penalty: 4856.525391
	Iteration 14Q: 3 clusters Score -3176438 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3176572.250000 Penalty: 4856.525391
	Iteration 15Q: 3 clusters Score -3176572 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3176650.750000 Penalty: 4856.525391
	Iteration 16Q: 3 clusters Score -3176651 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3176702.250000 Penalty: 4856.525391
	Iteration 17Q: 3 clusters Score -3176702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3176729.500000 Penalty: 4856.525391
	Iteration 18Q: 3 clusters Score -3176730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3176747.750000 Penalty: 4856.525391
	Iteration 19Q: 3 clusters Score -3176748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3176764.750000 Penalty: 4856.525391
	Iteration 20F: 3 clusters Score -3176765 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3176772.500000 Penalty: 4856.525391
	Iteration 21Q: 3 clusters Score -3176772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3176783.250000 Penalty: 4856.525391
	Iteration 22Q: 3 clusters Score -3176783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3176789.000000 Penalty: 4856.525391
	Iteration 23Q: 3 clusters Score -3176789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3176799.000000 Penalty: 4856.525391
	Iteration 24Q: 3 clusters Score -3176799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3176801.750000 Penalty: 4856.525391
	Iteration 25Q: 3 clusters Score -3176802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3176808.500000 Penalty: 4856.525391
	Iteration 26Q: 3 clusters Score -3176808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3176822.000000 Penalty: 4856.525391
	Iteration 27Q: 3 clusters Score -3176822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3176813.500000 Penalty: 4856.525391
	Iteration 28Q: 3 clusters Score -3176814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3176827.750000 Penalty: 4856.525391
	Iteration 29Q: 3 clusters Score -3176828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3176831.750000 Penalty: 4856.525391
	Iteration 30Q: 3 clusters Score -3176832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3176845.000000 Penalty: 4856.525391
	Iteration 31Q: 3 clusters Score -3176845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3176850.500000 Penalty: 4856.525391
	Iteration 32Q: 3 clusters Score -3176850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3176860.250000 Penalty: 4856.525391
	Iteration 33Q: 3 clusters Score -3176860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3176858.250000 Penalty: 4856.525391
	Iteration 34Q: 3 clusters Score -3176858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3176859.250000 Penalty: 4856.525391
	Iteration 35Q: 3 clusters Score -3176859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3176864.500000 Penalty: 4856.525391
	Iteration 36Q: 3 clusters Score -3176864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3176860.500000 Penalty: 4856.525391
	Iteration 37Q: 3 clusters Score -3176860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3176864.750000 Penalty: 4856.525391
	Iteration 38Q: 3 clusters Score -3176865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3176862.000000 Penalty: 4856.525391
	Iteration 39Q: 3 clusters Score -3176862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3176865.000000 Penalty: 4856.525391
	Iteration 40F: 3 clusters Score -3176865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3176867.750000 Penalty: 4856.525391
	Iteration 41Q: 3 clusters Score -3176868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3176865.750000 Penalty: 4856.525391
	Iteration 42Q: 3 clusters Score -3176866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3176871.250000 Penalty: 4856.525391
	Iteration 43Q: 3 clusters Score -3176871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3176874.000000 Penalty: 4856.525391
	Iteration 44Q: 3 clusters Score -3176874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3176877.500000 Penalty: 4856.525391
	Iteration 45Q: 3 clusters Score -3176878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3176872.000000 Penalty: 4856.525391
	Iteration 46Q: 3 clusters Score -3176872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3176870.750000 Penalty: 4856.525391
	Iteration 47Q: 3 clusters Score -3176871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3176870.250000 Penalty: 4856.525391
	Iteration 48Q: 3 clusters Score -3176870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3176874.500000 Penalty: 4856.525391
	Iteration 49Q: 3 clusters Score -3176874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3176875.250000 Penalty: 4856.525391
	Iteration 50Q: 3 clusters Score -3176875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3176875.250000 Penalty: 4856.525391
	Iteration 51Q: 3 clusters Score -3176875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3176875.250000 Penalty: 4856.525391
	Iteration 52Q: 3 clusters Score -3176875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3176872.250000 Penalty: 4856.525391
	Iteration 53Q: 3 clusters Score -3176872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3176871.750000 Penalty: 4856.525391
	Iteration 54Q: 3 clusters Score -3176872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3176877.500000 Penalty: 4856.525391
	Iteration 55Q: 3 clusters Score -3176878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3176880.000000 Penalty: 4856.525391
	Iteration 56Q: 3 clusters Score -3176880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3176882.000000 Penalty: 4856.525391
	Iteration 57Q: 3 clusters Score -3176882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3176882.000000 Penalty: 4856.525391
	Iteration 58Q: 3 clusters Score -3176882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3176880.250000 Penalty: 4856.525391
	Iteration 59Q: 3 clusters Score -3176880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3176878.000000 Penalty: 4856.525391
	Iteration 60F: 3 clusters Score -3176878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (68428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Entering Unmasked Estep 
Score: -12060043.000000 Penalty: 2761.117188
	Iteration 0F: 2 clusters Score -1.206004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -12018562.000000 Penalty: 5522.234375
	Iteration 0F: 3 clusters Score -1.201856e+07 nChanged 31916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -12036461.000000 Penalty: 5522.234375
	Iteration 1F: 3 clusters Score -1.203646e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -12037087.000000 Penalty: 5522.234375
	Iteration 2Q: 3 clusters Score -1.203709e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -12037905.000000 Penalty: 5522.234375
	Iteration 3Q: 3 clusters Score -1.20379e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -12038716.000000 Penalty: 5522.234375
	Iteration 4Q: 3 clusters Score -1.203872e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -12039927.000000 Penalty: 5522.234375
	Iteration 5Q: 3 clusters Score -1.203993e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -12041486.000000 Penalty: 5522.234375
	Iteration 6F: 3 clusters Score -1.204149e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -12043455.000000 Penalty: 5522.234375
	Iteration 7F: 3 clusters Score -1.204346e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -12045985.000000 Penalty: 5522.234375
	Iteration 8F: 3 clusters Score -1.204598e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -12048745.000000 Penalty: 5522.234375
	Iteration 9F: 3 clusters Score -1.204874e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -12051904.000000 Penalty: 5522.234375
	Iteration 10F: 3 clusters Score -1.20519e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -12054587.000000 Penalty: 5522.234375
	Iteration 11Q: 3 clusters Score -1.205459e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12056119.000000 Penalty: 5522.234375
	Iteration 12Q: 3 clusters Score -1.205612e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12056851.000000 Penalty: 5522.234375
	Iteration 13Q: 3 clusters Score -1.205685e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12057230.000000 Penalty: 5522.234375
	Iteration 14Q: 3 clusters Score -1.205723e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12057393.000000 Penalty: 5522.234375
	Iteration 15Q: 3 clusters Score -1.205739e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12057462.000000 Penalty: 5522.234375
	Iteration 16Q: 3 clusters Score -1.205746e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12057505.000000 Penalty: 5522.234375
	Iteration 17Q: 3 clusters Score -1.20575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12057528.000000 Penalty: 5522.234375
	Iteration 18Q: 3 clusters Score -1.205753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12057543.000000 Penalty: 5522.234375
	Iteration 19Q: 3 clusters Score -1.205754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12057555.000000 Penalty: 5522.234375
	Iteration 20F: 3 clusters Score -1.205756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12057564.000000 Penalty: 5522.234375
	Iteration 21Q: 3 clusters Score -1.205756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12057558.000000 Penalty: 5522.234375
	Iteration 22Q: 3 clusters Score -1.205756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12057560.000000 Penalty: 5522.234375
	Iteration 23Q: 3 clusters Score -1.205756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12057553.000000 Penalty: 5522.234375
	Iteration 24Q: 3 clusters Score -1.205755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12057559.000000 Penalty: 5522.234375
	Iteration 25Q: 3 clusters Score -1.205756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12057561.000000 Penalty: 5522.234375
	Iteration 26Q: 3 clusters Score -1.205756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12057567.000000 Penalty: 5522.234375
	Iteration 27Q: 3 clusters Score -1.205757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12057571.000000 Penalty: 5522.234375
	Iteration 28Q: 3 clusters Score -1.205757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68162 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12057574.000000 Penalty: 5522.234375
	Iteration 29Q: 3 clusters Score -1.205757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12057566.000000 Penalty: 5522.234375
	Iteration 30Q: 3 clusters Score -1.205757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12057576.000000 Penalty: 5522.234375
	Iteration 31Q: 3 clusters Score -1.205758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12057575.000000 Penalty: 5522.234375
	Iteration 32Q: 3 clusters Score -1.205758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12057579.000000 Penalty: 5522.234375
	Iteration 33Q: 3 clusters Score -1.205758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12057581.000000 Penalty: 5522.234375
	Iteration 34Q: 3 clusters Score -1.205758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12057579.000000 Penalty: 5522.234375
	Iteration 35Q: 3 clusters Score -1.205758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12057576.000000 Penalty: 5522.234375
	Iteration 36Q: 3 clusters Score -1.205758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12057579.000000 Penalty: 5522.234375
	Iteration 37Q: 3 clusters Score -1.205758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12057579.000000 Penalty: 5522.234375
	Iteration 38Q: 3 clusters Score -1.205758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12057585.000000 Penalty: 5522.234375
	Iteration 39Q: 3 clusters Score -1.205758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12057588.000000 Penalty: 5522.234375
	Iteration 40F: 3 clusters Score -1.205759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (38842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Entering Unmasked Estep 
Score: -6921322.500000 Penalty: 2620.679932
	Iteration 0F: 2 clusters Score -6921322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -6895183.000000 Penalty: 5241.359863
	Iteration 0F: 3 clusters Score -6895183 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -6904943.500000 Penalty: 5241.359863
	Iteration 1F: 3 clusters Score -6904944 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -6905701.500000 Penalty: 5241.359863
	Iteration 2F: 3 clusters Score -6905702 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -6906781.500000 Penalty: 5241.359863
	Iteration 3F: 3 clusters Score -6906782 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -6908318.000000 Penalty: 5241.359863
	Iteration 4F: 3 clusters Score -6908318 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -6910588.000000 Penalty: 5241.359863
	Iteration 5F: 3 clusters Score -6910588 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -6913180.000000 Penalty: 5241.359863
	Iteration 6F: 3 clusters Score -6913180 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -6915689.000000 Penalty: 5241.359863
	Iteration 7F: 3 clusters Score -6915689 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6917432.500000 Penalty: 5241.359863
	Iteration 8Q: 3 clusters Score -6917432 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6918465.000000 Penalty: 5241.359863
	Iteration 9Q: 3 clusters Score -6918465 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6918957.000000 Penalty: 5241.359863
	Iteration 10Q: 3 clusters Score -6918957 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6919191.000000 Penalty: 5241.359863
	Iteration 11Q: 3 clusters Score -6919191 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6919344.000000 Penalty: 5241.359863
	Iteration 12Q: 3 clusters Score -6919344 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6919431.000000 Penalty: 5241.359863
	Iteration 13Q: 3 clusters Score -6919431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6919478.500000 Penalty: 5241.359863
	Iteration 14Q: 3 clusters Score -6919478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6919514.000000 Penalty: 5241.359863
	Iteration 15Q: 3 clusters Score -6919514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6919529.000000 Penalty: 5241.359863
	Iteration 16Q: 3 clusters Score -6919529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6919557.000000 Penalty: 5241.359863
	Iteration 17Q: 3 clusters Score -6919557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6919555.500000 Penalty: 5241.359863
	Iteration 18Q: 3 clusters Score -6919556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6919581.500000 Penalty: 5241.359863
	Iteration 19Q: 3 clusters Score -6919582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6919600.000000 Penalty: 5241.359863
	Iteration 20F: 3 clusters Score -6919600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6919598.000000 Penalty: 5241.359863
	Iteration 21Q: 3 clusters Score -6919598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6919605.000000 Penalty: 5241.359863
	Iteration 22Q: 3 clusters Score -6919605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6919611.000000 Penalty: 5241.359863
	Iteration 23Q: 3 clusters Score -6919611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6919607.000000 Penalty: 5241.359863
	Iteration 24Q: 3 clusters Score -6919607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6919608.000000 Penalty: 5241.359863
	Iteration 25Q: 3 clusters Score -6919608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6919610.500000 Penalty: 5241.359863
	Iteration 26Q: 3 clusters Score -6919610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6919602.500000 Penalty: 5241.359863
	Iteration 27Q: 3 clusters Score -6919602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6919616.000000 Penalty: 5241.359863
	Iteration 28Q: 3 clusters Score -6919616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6919615.500000 Penalty: 5241.359863
	Iteration 29Q: 3 clusters Score -6919616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6919613.000000 Penalty: 5241.359863
	Iteration 30Q: 3 clusters Score -6919613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6919622.000000 Penalty: 5241.359863
	Iteration 31Q: 3 clusters Score -6919622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6919615.000000 Penalty: 5241.359863
	Iteration 32Q: 3 clusters Score -6919615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6919608.000000 Penalty: 5241.359863
	Iteration 33Q: 3 clusters Score -6919608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6919612.000000 Penalty: 5241.359863
	Iteration 34Q: 3 clusters Score -6919612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6919615.000000 Penalty: 5241.359863
	Iteration 35Q: 3 clusters Score -6919615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6919611.500000 Penalty: 5241.359863
	Iteration 36Q: 3 clusters Score -6919612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6919610.500000 Penalty: 5241.359863
	Iteration 37Q: 3 clusters Score -6919610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6919615.500000 Penalty: 5241.359863
	Iteration 38Q: 3 clusters Score -6919616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6919611.500000 Penalty: 5241.359863
	Iteration 39Q: 3 clusters Score -6919612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6919615.500000 Penalty: 5241.359863
	Iteration 40F: 3 clusters Score -6919616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6919617.500000 Penalty: 5241.359863
	Iteration 41Q: 3 clusters Score -6919618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6919613.000000 Penalty: 5241.359863
	Iteration 42Q: 3 clusters Score -6919613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6919617.500000 Penalty: 5241.359863
	Iteration 43Q: 3 clusters Score -6919618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6919615.000000 Penalty: 5241.359863
	Iteration 44Q: 3 clusters Score -6919615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6919617.000000 Penalty: 5241.359863
	Iteration 45Q: 3 clusters Score -6919617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6919606.500000 Penalty: 5241.359863
	Iteration 46Q: 3 clusters Score -6919606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6919610.000000 Penalty: 5241.359863
	Iteration 47Q: 3 clusters Score -6919610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6919610.000000 Penalty: 5241.359863
	Iteration 48F: 3 clusters Score -6919610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (44671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Entering Unmasked Estep 
Score: -8098829.000000 Penalty: 2655.355713
	Iteration 0F: 2 clusters Score -8098829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -8069620.500000 Penalty: 5310.711426
	Iteration 0F: 3 clusters Score -8069620 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -8080825.000000 Penalty: 5310.711426
	Iteration 1F: 3 clusters Score -8080825 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8081295.000000 Penalty: 5310.711426
	Iteration 2Q: 3 clusters Score -8081295 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -8081668.000000 Penalty: 5310.711426
	Iteration 3Q: 3 clusters Score -8081668 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -8082032.500000 Penalty: 5310.711426
	Iteration 4Q: 3 clusters Score -8082032 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -8082342.500000 Penalty: 5310.711426
	Iteration 5Q: 3 clusters Score -8082342 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -8082668.000000 Penalty: 5310.711426
	Iteration 6Q: 3 clusters Score -8082668 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -8082974.500000 Penalty: 5310.711426
	Iteration 7Q: 3 clusters Score -8082974 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -8083321.500000 Penalty: 5310.711426
	Iteration 8Q: 3 clusters Score -8083322 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -8083734.500000 Penalty: 5310.711426
	Iteration 9Q: 3 clusters Score -8083734 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -8084589.000000 Penalty: 5310.711426
	Iteration 10Q: 3 clusters Score -8084589 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -8085716.500000 Penalty: 5310.711426
	Iteration 11Q: 3 clusters Score -8085716 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -8087454.500000 Penalty: 5310.711426
	Iteration 12F: 3 clusters Score -8087454 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -8089752.000000 Penalty: 5310.711426
	Iteration 13F: 3 clusters Score -8089752 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8092195.500000 Penalty: 5310.711426
	Iteration 14F: 3 clusters Score -8092196 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8094160.000000 Penalty: 5310.711426
	Iteration 15F: 3 clusters Score -8094160 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8095320.000000 Penalty: 5310.711426
	Iteration 16Q: 3 clusters Score -8095320 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8095936.000000 Penalty: 5310.711426
	Iteration 17Q: 3 clusters Score -8095936 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8096259.500000 Penalty: 5310.711426
	Iteration 18Q: 3 clusters Score -8096260 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8096401.000000 Penalty: 5310.711426
	Iteration 19Q: 3 clusters Score -8096401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8096474.500000 Penalty: 5310.711426
	Iteration 20F: 3 clusters Score -8096474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8096521.000000 Penalty: 5310.711426
	Iteration 21Q: 3 clusters Score -8096521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8096526.500000 Penalty: 5310.711426
	Iteration 22Q: 3 clusters Score -8096526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8096547.500000 Penalty: 5310.711426
	Iteration 23Q: 3 clusters Score -8096548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8096553.500000 Penalty: 5310.711426
	Iteration 24Q: 3 clusters Score -8096554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8096557.000000 Penalty: 5310.711426
	Iteration 25Q: 3 clusters Score -8096557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8096558.000000 Penalty: 5310.711426
	Iteration 26Q: 3 clusters Score -8096558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8096563.000000 Penalty: 5310.711426
	Iteration 27Q: 3 clusters Score -8096563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8096565.500000 Penalty: 5310.711426
	Iteration 28Q: 3 clusters Score -8096566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8096566.500000 Penalty: 5310.711426
	Iteration 29Q: 3 clusters Score -8096566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8096568.500000 Penalty: 5310.711426
	Iteration 30Q: 3 clusters Score -8096568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8096568.500000 Penalty: 5310.711426
	Iteration 31F: 3 clusters Score -8096568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Entering Unmasked Estep 
Score: -837791.375000 Penalty: 2103.171143
	Iteration 0F: 2 clusters Score -837791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -833388.562500 Penalty: 4206.342285
	Iteration 0F: 3 clusters Score -833388.6 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -834446.250000 Penalty: 4206.342285
	Iteration 1F: 3 clusters Score -834446.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -834687.000000 Penalty: 4206.342285
	Iteration 2F: 3 clusters Score -834687 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -834898.375000 Penalty: 4206.342285
	Iteration 3F: 3 clusters Score -834898.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -835092.937500 Penalty: 4206.342285
	Iteration 4F: 3 clusters Score -835092.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -835291.375000 Penalty: 4206.342285
	Iteration 5F: 3 clusters Score -835291.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -835480.437500 Penalty: 4206.342285
	Iteration 6Q: 3 clusters Score -835480.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -835643.437500 Penalty: 4206.342285
	Iteration 7Q: 3 clusters Score -835643.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -835821.937500 Penalty: 4206.342285
	Iteration 8Q: 3 clusters Score -835821.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -835956.625000 Penalty: 4206.342285
	Iteration 9Q: 3 clusters Score -835956.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -836054.375000 Penalty: 4206.342285
	Iteration 10Q: 3 clusters Score -836054.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -836137.625000 Penalty: 4206.342285
	Iteration 11Q: 3 clusters Score -836137.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -836215.812500 Penalty: 4206.342285
	Iteration 12Q: 3 clusters Score -836215.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -836276.375000 Penalty: 4206.342285
	Iteration 13Q: 3 clusters Score -836276.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -836328.062500 Penalty: 4206.342285
	Iteration 14Q: 3 clusters Score -836328.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -836382.062500 Penalty: 4206.342285
	Iteration 15Q: 3 clusters Score -836382.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -836437.125000 Penalty: 4206.342285
	Iteration 16Q: 3 clusters Score -836437.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -836483.125000 Penalty: 4206.342285
	Iteration 17Q: 3 clusters Score -836483.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -836511.312500 Penalty: 4206.342285
	Iteration 18Q: 3 clusters Score -836511.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -836530.937500 Penalty: 4206.342285
	Iteration 19Q: 3 clusters Score -836530.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -836550.875000 Penalty: 4206.342285
	Iteration 20F: 3 clusters Score -836550.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -836562.750000 Penalty: 4206.342285
	Iteration 21Q: 3 clusters Score -836562.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -836571.125000 Penalty: 4206.342285
	Iteration 22Q: 3 clusters Score -836571.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -836580.062500 Penalty: 4206.342285
	Iteration 23Q: 3 clusters Score -836580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -836585.812500 Penalty: 4206.342285
	Iteration 24Q: 3 clusters Score -836585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -836589.250000 Penalty: 4206.342285
	Iteration 25Q: 3 clusters Score -836589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -836593.750000 Penalty: 4206.342285
	Iteration 26Q: 3 clusters Score -836593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -836595.687500 Penalty: 4206.342285
	Iteration 27Q: 3 clusters Score -836595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -836599.250000 Penalty: 4206.342285
	Iteration 28Q: 3 clusters Score -836599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -836603.000000 Penalty: 4206.342285
	Iteration 29Q: 3 clusters Score -836603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -836605.312500 Penalty: 4206.342285
	Iteration 30Q: 3 clusters Score -836605.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -836607.625000 Penalty: 4206.342285
	Iteration 31Q: 3 clusters Score -836607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -836607.625000 Penalty: 4206.342285
	Iteration 32F: 3 clusters Score -836607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Entering Unmasked Estep 
Score: -7901670.500000 Penalty: 2653.438721
	Iteration 0F: 2 clusters Score -7901670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -7872657.500000 Penalty: 5306.877441
	Iteration 0F: 3 clusters Score -7872658 nChanged 20355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7883976.000000 Penalty: 5306.877441
	Iteration 1F: 3 clusters Score -7883976 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -7884679.000000 Penalty: 5306.877441
	Iteration 2Q: 3 clusters Score -7884679 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7885504.500000 Penalty: 5306.877441
	Iteration 3Q: 3 clusters Score -7885504 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -7886471.500000 Penalty: 5306.877441
	Iteration 4Q: 3 clusters Score -7886472 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -7887705.500000 Penalty: 5306.877441
	Iteration 5F: 3 clusters Score -7887706 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -7889241.500000 Penalty: 5306.877441
	Iteration 6F: 3 clusters Score -7889242 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -7891088.000000 Penalty: 5306.877441
	Iteration 7F: 3 clusters Score -7891088 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7893224.000000 Penalty: 5306.877441
	Iteration 8F: 3 clusters Score -7893224 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -7895206.000000 Penalty: 5306.877441
	Iteration 9Q: 3 clusters Score -7895206 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -7896592.000000 Penalty: 5306.877441
	Iteration 10Q: 3 clusters Score -7896592 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -7897472.000000 Penalty: 5306.877441
	Iteration 11Q: 3 clusters Score -7897472 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7898218.000000 Penalty: 5306.877441
	Iteration 12Q: 3 clusters Score -7898218 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -7898781.500000 Penalty: 5306.877441
	Iteration 13Q: 3 clusters Score -7898782 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -7899199.000000 Penalty: 5306.877441
	Iteration 14Q: 3 clusters Score -7899199 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -7899454.500000 Penalty: 5306.877441
	Iteration 15Q: 3 clusters Score -7899454 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -7899699.500000 Penalty: 5306.877441
	Iteration 16Q: 3 clusters Score -7899700 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -7899865.000000 Penalty: 5306.877441
	Iteration 17Q: 3 clusters Score -7899865 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -7899976.000000 Penalty: 5306.877441
	Iteration 18Q: 3 clusters Score -7899976 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7900013.500000 Penalty: 5306.877441
	Iteration 19Q: 3 clusters Score -7900014 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -7900018.500000 Penalty: 5306.877441
	Iteration 20F: 3 clusters Score -7900018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -7900034.500000 Penalty: 5306.877441
	Iteration 21Q: 3 clusters Score -7900034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -7900062.500000 Penalty: 5306.877441
	Iteration 22Q: 3 clusters Score -7900062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -7900066.000000 Penalty: 5306.877441
	Iteration 23Q: 3 clusters Score -7900066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -7900066.500000 Penalty: 5306.877441
	Iteration 24Q: 3 clusters Score -7900066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -7900055.500000 Penalty: 5306.877441
	Iteration 25Q: 3 clusters Score -7900056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -7900071.500000 Penalty: 5306.877441
	Iteration 26Q: 3 clusters Score -7900072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -7900066.000000 Penalty: 5306.877441
	Iteration 27Q: 3 clusters Score -7900066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -7900079.000000 Penalty: 5306.877441
	Iteration 28Q: 3 clusters Score -7900079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -7900075.000000 Penalty: 5306.877441
	Iteration 29Q: 3 clusters Score -7900075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7900081.000000 Penalty: 5306.877441
	Iteration 30Q: 3 clusters Score -7900081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -7900091.500000 Penalty: 5306.877441
	Iteration 31Q: 3 clusters Score -7900092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -7900104.500000 Penalty: 5306.877441
	Iteration 32Q: 3 clusters Score -7900104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7900096.500000 Penalty: 5306.877441
	Iteration 33Q: 3 clusters Score -7900096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7900097.500000 Penalty: 5306.877441
	Iteration 34Q: 3 clusters Score -7900098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -7900094.500000 Penalty: 5306.877441
	Iteration 35Q: 3 clusters Score -7900094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7900096.000000 Penalty: 5306.877441
	Iteration 36Q: 3 clusters Score -7900096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -7900096.500000 Penalty: 5306.877441
	Iteration 37Q: 3 clusters Score -7900096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -7900099.500000 Penalty: 5306.877441
	Iteration 38Q: 3 clusters Score -7900100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -7900102.000000 Penalty: 5306.877441
	Iteration 39Q: 3 clusters Score -7900102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7900107.500000 Penalty: 5306.877441
	Iteration 40F: 3 clusters Score -7900108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -7900109.000000 Penalty: 5306.877441
	Iteration 41Q: 3 clusters Score -7900109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7900108.000000 Penalty: 5306.877441
	Iteration 42Q: 3 clusters Score -7900108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -7900111.000000 Penalty: 5306.877441
	Iteration 43Q: 3 clusters Score -7900111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -7900120.000000 Penalty: 5306.877441
	Iteration 44Q: 3 clusters Score -7900120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -7900121.500000 Penalty: 5306.877441
	Iteration 45Q: 3 clusters Score -7900122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7900121.500000 Penalty: 5306.877441
	Iteration 46Q: 3 clusters Score -7900122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -7900114.000000 Penalty: 5306.877441
	Iteration 47Q: 3 clusters Score -7900114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -7900110.000000 Penalty: 5306.877441
	Iteration 48Q: 3 clusters Score -7900110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -7900119.500000 Penalty: 5306.877441
	Iteration 49Q: 3 clusters Score -7900120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -7900115.000000 Penalty: 5306.877441
	Iteration 50Q: 3 clusters Score -7900115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7900119.000000 Penalty: 5306.877441
	Iteration 51Q: 3 clusters Score -7900119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -7900120.500000 Penalty: 5306.877441
	Iteration 52Q: 3 clusters Score -7900120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -7900132.000000 Penalty: 5306.877441
	Iteration 53Q: 3 clusters Score -7900132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -7900130.500000 Penalty: 5306.877441
	Iteration 54Q: 3 clusters Score -7900130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7900126.500000 Penalty: 5306.877441
	Iteration 55Q: 3 clusters Score -7900126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -7900132.000000 Penalty: 5306.877441
	Iteration 56Q: 3 clusters Score -7900132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7900129.000000 Penalty: 5306.877441
	Iteration 57Q: 3 clusters Score -7900129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7900132.000000 Penalty: 5306.877441
	Iteration 58Q: 3 clusters Score -7900132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7900125.000000 Penalty: 5306.877441
	Iteration 59Q: 3 clusters Score -7900125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7900138.500000 Penalty: 5306.877441
	Iteration 60F: 3 clusters Score -7900138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -7900134.000000 Penalty: 5306.877441
	Iteration 61Q: 3 clusters Score -7900134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7900140.000000 Penalty: 5306.877441
	Iteration 62Q: 3 clusters Score -7900140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -7900135.500000 Penalty: 5306.877441
	Iteration 63Q: 3 clusters Score -7900136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -7900135.000000 Penalty: 5306.877441
	Iteration 64Q: 3 clusters Score -7900135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -7900143.500000 Penalty: 5306.877441
	Iteration 65Q: 3 clusters Score -7900144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -7900140.000000 Penalty: 5306.877441
	Iteration 66Q: 3 clusters Score -7900140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7900137.500000 Penalty: 5306.877441
	Iteration 67Q: 3 clusters Score -7900138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -7900131.500000 Penalty: 5306.877441
	Iteration 68Q: 3 clusters Score -7900132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -7900138.500000 Penalty: 5306.877441
	Iteration 69Q: 3 clusters Score -7900138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -7900143.000000 Penalty: 5306.877441
	Iteration 70Q: 3 clusters Score -7900143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -7900146.000000 Penalty: 5306.877441
	Iteration 71Q: 3 clusters Score -7900146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -7900138.500000 Penalty: 5306.877441
	Iteration 72Q: 3 clusters Score -7900138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7900131.000000 Penalty: 5306.877441
	Iteration 73Q: 3 clusters Score -7900131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -7900148.000000 Penalty: 5306.877441
	Iteration 74Q: 3 clusters Score -7900148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -7900146.500000 Penalty: 5306.877441
	Iteration 75Q: 3 clusters Score -7900146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -7900136.500000 Penalty: 5306.877441
	Iteration 76Q: 3 clusters Score -7900136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -7900130.500000 Penalty: 5306.877441
	Iteration 77Q: 3 clusters Score -7900130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -7900129.500000 Penalty: 5306.877441
	Iteration 78Q: 3 clusters Score -7900130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -7900137.000000 Penalty: 5306.877441
	Iteration 79Q: 3 clusters Score -7900137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7900138.000000 Penalty: 5306.877441
	Iteration 80F: 3 clusters Score -7900138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -7900137.500000 Penalty: 5306.877441
	Iteration 81Q: 3 clusters Score -7900138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -7900136.000000 Penalty: 5306.877441
	Iteration 82Q: 3 clusters Score -7900136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -7900132.500000 Penalty: 5306.877441
	Iteration 83Q: 3 clusters Score -7900132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7900132.500000 Penalty: 5306.877441
	Iteration 84Q: 3 clusters Score -7900132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7900132.500000 Penalty: 5306.877441
	Iteration 85F: 3 clusters Score -7900132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -151672.703125 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151672.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -152035.390625 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152035.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -152219.062500 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152219.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152344.796875 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152344.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152470.687500 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -152470.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152606.031250 Penalty: 3444.745361
	Iteration 5F: 3 clusters Score -152606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152707.640625 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152707.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152774.937500 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152774.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152843.718750 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152843.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -152864.921875 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152864.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152877.500000 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -152877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152886.156250 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -152886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152889.640625 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -152889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152898.921875 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -152898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152914.796875 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -152914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -152924.828125 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -152924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -152935.250000 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -152935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152939.281250 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -152939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152939.281250 Penalty: 3444.745361
	Iteration 18F: 3 clusters Score -152939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (43656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Entering Unmasked Estep 
Score: -7855878.500000 Penalty: 2649.656006
	Iteration 0F: 2 clusters Score -7855878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7827121.000000 Penalty: 5299.312012
	Iteration 0F: 3 clusters Score -7827121 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -7838190.000000 Penalty: 5299.312012
	Iteration 1F: 3 clusters Score -7838190 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7838706.000000 Penalty: 5299.312012
	Iteration 2Q: 3 clusters Score -7838706 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -7839164.500000 Penalty: 5299.312012
	Iteration 3Q: 3 clusters Score -7839164 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -7839599.000000 Penalty: 5299.312012
	Iteration 4Q: 3 clusters Score -7839599 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -7840071.000000 Penalty: 5299.312012
	Iteration 5Q: 3 clusters Score -7840071 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -7840617.500000 Penalty: 5299.312012
	Iteration 6Q: 3 clusters Score -7840618 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -7841378.000000 Penalty: 5299.312012
	Iteration 7Q: 3 clusters Score -7841378 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -7842470.500000 Penalty: 5299.312012
	Iteration 8Q: 3 clusters Score -7842470 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -7844118.500000 Penalty: 5299.312012
	Iteration 9F: 3 clusters Score -7844118 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -7846286.000000 Penalty: 5299.312012
	Iteration 10F: 3 clusters Score -7846286 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7848647.500000 Penalty: 5299.312012
	Iteration 11F: 3 clusters Score -7848648 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -7850649.500000 Penalty: 5299.312012
	Iteration 12F: 3 clusters Score -7850650 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7852000.500000 Penalty: 5299.312012
	Iteration 13Q: 3 clusters Score -7852000 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -7852733.500000 Penalty: 5299.312012
	Iteration 14Q: 3 clusters Score -7852734 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -7853112.500000 Penalty: 5299.312012
	Iteration 15Q: 3 clusters Score -7853112 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -7853323.000000 Penalty: 5299.312012
	Iteration 16Q: 3 clusters Score -7853323 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -7853440.000000 Penalty: 5299.312012
	Iteration 17Q: 3 clusters Score -7853440 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -7853532.500000 Penalty: 5299.312012
	Iteration 18Q: 3 clusters Score -7853532 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -7853601.000000 Penalty: 5299.312012
	Iteration 19Q: 3 clusters Score -7853601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -7853633.500000 Penalty: 5299.312012
	Iteration 20F: 3 clusters Score -7853634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -7853664.500000 Penalty: 5299.312012
	Iteration 21Q: 3 clusters Score -7853664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -7853687.500000 Penalty: 5299.312012
	Iteration 22Q: 3 clusters Score -7853688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -7853696.500000 Penalty: 5299.312012
	Iteration 23Q: 3 clusters Score -7853696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -7853717.000000 Penalty: 5299.312012
	Iteration 24Q: 3 clusters Score -7853717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -7853732.000000 Penalty: 5299.312012
	Iteration 25Q: 3 clusters Score -7853732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -7853758.000000 Penalty: 5299.312012
	Iteration 26Q: 3 clusters Score -7853758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -7853761.000000 Penalty: 5299.312012
	Iteration 27Q: 3 clusters Score -7853761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -7853775.000000 Penalty: 5299.312012
	Iteration 28Q: 3 clusters Score -7853775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -7853777.500000 Penalty: 5299.312012
	Iteration 29Q: 3 clusters Score -7853778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -7853790.500000 Penalty: 5299.312012
	Iteration 30Q: 3 clusters Score -7853790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -7853784.500000 Penalty: 5299.312012
	Iteration 31Q: 3 clusters Score -7853784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -7853786.500000 Penalty: 5299.312012
	Iteration 32Q: 3 clusters Score -7853786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -7853785.000000 Penalty: 5299.312012
	Iteration 33Q: 3 clusters Score -7853785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -7853788.500000 Penalty: 5299.312012
	Iteration 34Q: 3 clusters Score -7853788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -7853782.500000 Penalty: 5299.312012
	Iteration 35Q: 3 clusters Score -7853782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -7853785.000000 Penalty: 5299.312012
	Iteration 36Q: 3 clusters Score -7853785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -7853793.000000 Penalty: 5299.312012
	Iteration 37Q: 3 clusters Score -7853793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -7853787.500000 Penalty: 5299.312012
	Iteration 38Q: 3 clusters Score -7853788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -7853786.500000 Penalty: 5299.312012
	Iteration 39Q: 3 clusters Score -7853786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -7853794.500000 Penalty: 5299.312012
	Iteration 40F: 3 clusters Score -7853794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -7853802.500000 Penalty: 5299.312012
	Iteration 41Q: 3 clusters Score -7853802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -7853799.000000 Penalty: 5299.312012
	Iteration 42Q: 3 clusters Score -7853799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -7853797.500000 Penalty: 5299.312012
	Iteration 43Q: 3 clusters Score -7853798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -7853805.500000 Penalty: 5299.312012
	Iteration 44Q: 3 clusters Score -7853806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -7853807.000000 Penalty: 5299.312012
	Iteration 45Q: 3 clusters Score -7853807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -7853799.000000 Penalty: 5299.312012
	Iteration 46Q: 3 clusters Score -7853799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -7853801.000000 Penalty: 5299.312012
	Iteration 47Q: 3 clusters Score -7853801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -7853795.500000 Penalty: 5299.312012
	Iteration 48Q: 3 clusters Score -7853796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7853796.000000 Penalty: 5299.312012
	Iteration 49Q: 3 clusters Score -7853796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7853796.000000 Penalty: 5299.312012
	Iteration 50F: 3 clusters Score -7853796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38845 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 50043 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 37508 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47028 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 42139 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40747 members 
Mstep: Class 28 contains 41796 members 
Mstep: Class 29 contains 44904 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 68428 members 
Mstep: Class 35 contains 38842 members 
Mstep: Class 36 contains 44671 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44327 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432336.000000 Penalty: 138191.531250
Iteration 239Q: 41 clusters Score -1.964323e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 38449 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38756 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 50059 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 22410 members 
Mstep: Class 13 contains 37575 members 
Mstep: Class 14 contains 44896 members 
Mstep: Class 15 contains 35877 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47000 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 38849 members 
Mstep: Class 20 contains 42124 members 
Mstep: Class 21 contains 15712 members 
Mstep: Class 22 contains 49066 members 
Mstep: Class 23 contains 50707 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44760 members 
Mstep: Class 26 contains 19908 members 
Mstep: Class 27 contains 40745 members 
Mstep: Class 28 contains 41790 members 
Mstep: Class 29 contains 44910 members 
Mstep: Class 30 contains 48684 members 
Mstep: Class 31 contains 23922 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 68409 members 
Mstep: Class 35 contains 38773 members 
Mstep: Class 36 contains 44656 members 
Mstep: Class 37 contains 4820 members 
Mstep: Class 38 contains 44314 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 43961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432208.000000 Penalty: 138191.531250
Iteration 240F: 41 clusters Score -1.964322e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 38406 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38641 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 50073 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 22397 members 
Mstep: Class 13 contains 37626 members 
Mstep: Class 14 contains 44892 members 
Mstep: Class 15 contains 35865 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46970 members 
Mstep: Class 18 contains 11796 members 
Mstep: Class 19 contains 38825 members 
Mstep: Class 20 contains 42087 members 
Mstep: Class 21 contains 15705 members 
Mstep: Class 22 contains 49037 members 
Mstep: Class 23 contains 50709 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44723 members 
Mstep: Class 26 contains 19911 members 
Mstep: Class 27 contains 40739 members 
Mstep: Class 28 contains 41781 members 
Mstep: Class 29 contains 44930 members 
Mstep: Class 30 contains 48700 members 
Mstep: Class 31 contains 23924 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18042 members 
Mstep: Class 34 contains 68393 members 
Mstep: Class 35 contains 38693 members 
Mstep: Class 36 contains 44626 members 
Mstep: Class 37 contains 4826 members 
Mstep: Class 38 contains 44293 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 44272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432080.000000 Penalty: 138191.531250
Iteration 241Q: 41 clusters Score -1.964321e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 38315 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38551 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 50078 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22398 members 
Mstep: Class 13 contains 37668 members 
Mstep: Class 14 contains 44876 members 
Mstep: Class 15 contains 35850 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46935 members 
Mstep: Class 18 contains 11795 members 
Mstep: Class 19 contains 38764 members 
Mstep: Class 20 contains 42055 members 
Mstep: Class 21 contains 15690 members 
Mstep: Class 22 contains 49037 members 
Mstep: Class 23 contains 50715 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44692 members 
Mstep: Class 26 contains 19908 members 
Mstep: Class 27 contains 40737 members 
Mstep: Class 28 contains 41780 members 
Mstep: Class 29 contains 44952 members 
Mstep: Class 30 contains 48740 members 
Mstep: Class 31 contains 23925 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18125 members 
Mstep: Class 34 contains 68393 members 
Mstep: Class 35 contains 38614 members 
Mstep: Class 36 contains 44591 members 
Mstep: Class 37 contains 4830 members 
Mstep: Class 38 contains 44269 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 44584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432080.000000 Penalty: 138191.531250
Iteration 242Q: 41 clusters Score -1.964321e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 38234 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 17107 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38479 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 50092 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22389 members 
Mstep: Class 13 contains 37697 members 
Mstep: Class 14 contains 44869 members 
Mstep: Class 15 contains 35836 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46888 members 
Mstep: Class 18 contains 11792 members 
Mstep: Class 19 contains 38721 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15680 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 50710 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44659 members 
Mstep: Class 26 contains 19914 members 
Mstep: Class 27 contains 40730 members 
Mstep: Class 28 contains 41773 members 
Mstep: Class 29 contains 44984 members 
Mstep: Class 30 contains 48766 members 
Mstep: Class 31 contains 23926 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18212 members 
Mstep: Class 34 contains 68377 members 
Mstep: Class 35 contains 38530 members 
Mstep: Class 36 contains 44581 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 44265 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 44874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431936.000000 Penalty: 138191.531250
Iteration 243Q: 41 clusters Score -1.964319e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 38164 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 17101 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38403 members 
Mstep: Class 9 contains 7471 members 
Mstep: Class 10 contains 50103 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22382 members 
Mstep: Class 13 contains 37717 members 
Mstep: Class 14 contains 44858 members 
Mstep: Class 15 contains 35820 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46840 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 38728 members 
Mstep: Class 20 contains 41990 members 
Mstep: Class 21 contains 15691 members 
Mstep: Class 22 contains 49021 members 
Mstep: Class 23 contains 50716 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44640 members 
Mstep: Class 26 contains 19915 members 
Mstep: Class 27 contains 40738 members 
Mstep: Class 28 contains 41768 members 
Mstep: Class 29 contains 44997 members 
Mstep: Class 30 contains 48787 members 
Mstep: Class 31 contains 23926 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18283 members 
Mstep: Class 34 contains 68354 members 
Mstep: Class 35 contains 38440 members 
Mstep: Class 36 contains 44576 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 44239 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 45138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432240.000000 Penalty: 138191.531250
Iteration 244Q: 41 clusters Score -1.964322e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 38084 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14050 members 
Mstep: Class 5 contains 17097 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38342 members 
Mstep: Class 9 contains 7461 members 
Mstep: Class 10 contains 50110 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22372 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 44869 members 
Mstep: Class 15 contains 35794 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46785 members 
Mstep: Class 18 contains 11788 members 
Mstep: Class 19 contains 38728 members 
Mstep: Class 20 contains 41961 members 
Mstep: Class 21 contains 15689 members 
Mstep: Class 22 contains 49021 members 
Mstep: Class 23 contains 50704 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44630 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40741 members 
Mstep: Class 28 contains 41762 members 
Mstep: Class 29 contains 45029 members 
Mstep: Class 30 contains 48789 members 
Mstep: Class 31 contains 23929 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18358 members 
Mstep: Class 34 contains 68337 members 
Mstep: Class 35 contains 38363 members 
Mstep: Class 36 contains 44578 members 
Mstep: Class 37 contains 4839 members 
Mstep: Class 38 contains 44227 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 45387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432128.000000 Penalty: 138191.531250
Iteration 245Q: 41 clusters Score -1.964321e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 38022 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14050 members 
Mstep: Class 5 contains 17092 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38269 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 50121 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22356 members 
Mstep: Class 13 contains 37731 members 
Mstep: Class 14 contains 44859 members 
Mstep: Class 15 contains 35784 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46735 members 
Mstep: Class 18 contains 11785 members 
Mstep: Class 19 contains 38688 members 
Mstep: Class 20 contains 41945 members 
Mstep: Class 21 contains 15679 members 
Mstep: Class 22 contains 49014 members 
Mstep: Class 23 contains 50715 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44614 members 
Mstep: Class 26 contains 19899 members 
Mstep: Class 27 contains 40740 members 
Mstep: Class 28 contains 41760 members 
Mstep: Class 29 contains 45086 members 
Mstep: Class 30 contains 48797 members 
Mstep: Class 31 contains 23926 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18437 members 
Mstep: Class 34 contains 68324 members 
Mstep: Class 35 contains 38307 members 
Mstep: Class 36 contains 44567 members 
Mstep: Class 37 contains 4843 members 
Mstep: Class 38 contains 44226 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 45613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432368.000000 Penalty: 138191.531250
Iteration 246Q: 41 clusters Score -1.964324e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 37948 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 17084 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38185 members 
Mstep: Class 9 contains 7442 members 
Mstep: Class 10 contains 50130 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22351 members 
Mstep: Class 13 contains 37757 members 
Mstep: Class 14 contains 44862 members 
Mstep: Class 15 contains 35773 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46715 members 
Mstep: Class 18 contains 11783 members 
Mstep: Class 19 contains 38632 members 
Mstep: Class 20 contains 41920 members 
Mstep: Class 21 contains 15686 members 
Mstep: Class 22 contains 49011 members 
Mstep: Class 23 contains 50716 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44610 members 
Mstep: Class 26 contains 19899 members 
Mstep: Class 27 contains 40751 members 
Mstep: Class 28 contains 41751 members 
Mstep: Class 29 contains 45137 members 
Mstep: Class 30 contains 48794 members 
Mstep: Class 31 contains 23926 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18491 members 
Mstep: Class 34 contains 68326 members 
Mstep: Class 35 contains 38239 members 
Mstep: Class 36 contains 44573 members 
Mstep: Class 37 contains 4843 members 
Mstep: Class 38 contains 44210 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 45826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432320.000000 Penalty: 138191.531250
Iteration 247Q: 41 clusters Score -1.964323e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 37883 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17078 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38126 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 50144 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22340 members 
Mstep: Class 13 contains 37774 members 
Mstep: Class 14 contains 44849 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46691 members 
Mstep: Class 18 contains 11783 members 
Mstep: Class 19 contains 38554 members 
Mstep: Class 20 contains 41882 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 49004 members 
Mstep: Class 23 contains 50715 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44616 members 
Mstep: Class 26 contains 19906 members 
Mstep: Class 27 contains 40759 members 
Mstep: Class 28 contains 41754 members 
Mstep: Class 29 contains 45174 members 
Mstep: Class 30 contains 48799 members 
Mstep: Class 31 contains 23927 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18547 members 
Mstep: Class 34 contains 68316 members 
Mstep: Class 35 contains 38183 members 
Mstep: Class 36 contains 44582 members 
Mstep: Class 37 contains 4843 members 
Mstep: Class 38 contains 44193 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432192.000000 Penalty: 138191.531250
Iteration 248Q: 41 clusters Score -1.964322e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 37847 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 17071 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38081 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 50148 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22333 members 
Mstep: Class 13 contains 37786 members 
Mstep: Class 14 contains 44846 members 
Mstep: Class 15 contains 35738 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46680 members 
Mstep: Class 18 contains 11783 members 
Mstep: Class 19 contains 38446 members 
Mstep: Class 20 contains 41858 members 
Mstep: Class 21 contains 15684 members 
Mstep: Class 22 contains 48995 members 
Mstep: Class 23 contains 50727 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44593 members 
Mstep: Class 26 contains 19911 members 
Mstep: Class 27 contains 40756 members 
Mstep: Class 28 contains 41750 members 
Mstep: Class 29 contains 45205 members 
Mstep: Class 30 contains 48795 members 
Mstep: Class 31 contains 23927 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18596 members 
Mstep: Class 34 contains 68298 members 
Mstep: Class 35 contains 38138 members 
Mstep: Class 36 contains 44589 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 44189 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432272.000000 Penalty: 138191.531250
Iteration 249Q: 41 clusters Score -1.964323e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 37805 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 17067 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 7425 members 
Mstep: Class 10 contains 50158 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22312 members 
Mstep: Class 13 contains 37782 members 
Mstep: Class 14 contains 44851 members 
Mstep: Class 15 contains 35723 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46677 members 
Mstep: Class 18 contains 11781 members 
Mstep: Class 19 contains 38385 members 
Mstep: Class 20 contains 41832 members 
Mstep: Class 21 contains 15682 members 
Mstep: Class 22 contains 48969 members 
Mstep: Class 23 contains 50736 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44575 members 
Mstep: Class 26 contains 19910 members 
Mstep: Class 27 contains 40760 members 
Mstep: Class 28 contains 41750 members 
Mstep: Class 29 contains 45259 members 
Mstep: Class 30 contains 48786 members 
Mstep: Class 31 contains 23930 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18646 members 
Mstep: Class 34 contains 68292 members 
Mstep: Class 35 contains 38099 members 
Mstep: Class 36 contains 44577 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 44177 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432320.000000 Penalty: 138191.531250
Iteration 250Q: 41 clusters Score -1.964323e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 37759 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 17063 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37928 members 
Mstep: Class 9 contains 7420 members 
Mstep: Class 10 contains 50166 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22289 members 
Mstep: Class 13 contains 37776 members 
Mstep: Class 14 contains 44864 members 
Mstep: Class 15 contains 35701 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46670 members 
Mstep: Class 18 contains 11779 members 
Mstep: Class 19 contains 38305 members 
Mstep: Class 20 contains 41835 members 
Mstep: Class 21 contains 15690 members 
Mstep: Class 22 contains 48966 members 
Mstep: Class 23 contains 50750 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44595 members 
Mstep: Class 26 contains 19913 members 
Mstep: Class 27 contains 40748 members 
Mstep: Class 28 contains 41743 members 
Mstep: Class 29 contains 45314 members 
Mstep: Class 30 contains 48785 members 
Mstep: Class 31 contains 23931 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18691 members 
Mstep: Class 34 contains 68278 members 
Mstep: Class 35 contains 38053 members 
Mstep: Class 36 contains 44561 members 
Mstep: Class 37 contains 4840 members 
Mstep: Class 38 contains 44155 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431984.000000 Penalty: 138191.531250
Iteration 251Q: 41 clusters Score -1.96432e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 37722 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 17063 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37866 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 50178 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 37764 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 35692 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46652 members 
Mstep: Class 18 contains 11779 members 
Mstep: Class 19 contains 38213 members 
Mstep: Class 20 contains 41804 members 
Mstep: Class 21 contains 15694 members 
Mstep: Class 22 contains 48954 members 
Mstep: Class 23 contains 50770 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44593 members 
Mstep: Class 26 contains 19920 members 
Mstep: Class 27 contains 40742 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 45381 members 
Mstep: Class 30 contains 48771 members 
Mstep: Class 31 contains 23932 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18736 members 
Mstep: Class 34 contains 68262 members 
Mstep: Class 35 contains 38005 members 
Mstep: Class 36 contains 44551 members 
Mstep: Class 37 contains 4841 members 
Mstep: Class 38 contains 44146 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 46967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432224.000000 Penalty: 138191.531250
Iteration 252Q: 41 clusters Score -1.964322e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 37676 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 17062 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37796 members 
Mstep: Class 9 contains 7409 members 
Mstep: Class 10 contains 50181 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22258 members 
Mstep: Class 13 contains 37749 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 35678 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46656 members 
Mstep: Class 18 contains 11776 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 41783 members 
Mstep: Class 21 contains 15713 members 
Mstep: Class 22 contains 48948 members 
Mstep: Class 23 contains 50783 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44601 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40732 members 
Mstep: Class 28 contains 41739 members 
Mstep: Class 29 contains 45431 members 
Mstep: Class 30 contains 48773 members 
Mstep: Class 31 contains 23933 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18788 members 
Mstep: Class 34 contains 68255 members 
Mstep: Class 35 contains 37966 members 
Mstep: Class 36 contains 44520 members 
Mstep: Class 37 contains 4841 members 
Mstep: Class 38 contains 44127 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 47204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432352.000000 Penalty: 138191.531250
Iteration 253Q: 41 clusters Score -1.964324e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 37604 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37724 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 50181 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22241 members 
Mstep: Class 13 contains 37740 members 
Mstep: Class 14 contains 44889 members 
Mstep: Class 15 contains 35667 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46681 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 38011 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 15725 members 
Mstep: Class 22 contains 48951 members 
Mstep: Class 23 contains 50791 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44595 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 40729 members 
Mstep: Class 28 contains 41739 members 
Mstep: Class 29 contains 45468 members 
Mstep: Class 30 contains 48745 members 
Mstep: Class 31 contains 23936 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18838 members 
Mstep: Class 34 contains 68247 members 
Mstep: Class 35 contains 37938 members 
Mstep: Class 36 contains 44504 members 
Mstep: Class 37 contains 4844 members 
Mstep: Class 38 contains 44109 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 47446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196432016.000000 Penalty: 138191.531250
Iteration 254Q: 41 clusters Score -1.96432e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 37542 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17053 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37658 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 50180 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 22240 members 
Mstep: Class 13 contains 37757 members 
Mstep: Class 14 contains 44893 members 
Mstep: Class 15 contains 35668 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46685 members 
Mstep: Class 18 contains 11774 members 
Mstep: Class 19 contains 37922 members 
Mstep: Class 20 contains 41738 members 
Mstep: Class 21 contains 15736 members 
Mstep: Class 22 contains 48939 members 
Mstep: Class 23 contains 50793 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44562 members 
Mstep: Class 26 contains 19943 members 
Mstep: Class 27 contains 40716 members 
Mstep: Class 28 contains 41738 members 
Mstep: Class 29 contains 45504 members 
Mstep: Class 30 contains 48746 members 
Mstep: Class 31 contains 23937 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18887 members 
Mstep: Class 34 contains 68248 members 
Mstep: Class 35 contains 37904 members 
Mstep: Class 36 contains 44482 members 
Mstep: Class 37 contains 4846 members 
Mstep: Class 38 contains 44098 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 47651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431776.000000 Penalty: 138191.531250
Iteration 255Q: 41 clusters Score -1.964318e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 37485 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 17050 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37606 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 50185 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 22244 members 
Mstep: Class 13 contains 37769 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 35642 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46678 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 37840 members 
Mstep: Class 20 contains 41742 members 
Mstep: Class 21 contains 15744 members 
Mstep: Class 22 contains 48913 members 
Mstep: Class 23 contains 50801 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44527 members 
Mstep: Class 26 contains 19952 members 
Mstep: Class 27 contains 40702 members 
Mstep: Class 28 contains 41731 members 
Mstep: Class 29 contains 45515 members 
Mstep: Class 30 contains 48756 members 
Mstep: Class 31 contains 23940 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 18946 members 
Mstep: Class 34 contains 68248 members 
Mstep: Class 35 contains 37881 members 
Mstep: Class 36 contains 44481 members 
Mstep: Class 37 contains 4846 members 
Mstep: Class 38 contains 44077 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 47869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431440.000000 Penalty: 138191.531250
Iteration 256Q: 41 clusters Score -1.964314e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 37431 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 17048 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37576 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 50191 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22244 members 
Mstep: Class 13 contains 37774 members 
Mstep: Class 14 contains 44871 members 
Mstep: Class 15 contains 35613 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46677 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 37760 members 
Mstep: Class 20 contains 41730 members 
Mstep: Class 21 contains 15753 members 
Mstep: Class 22 contains 48901 members 
Mstep: Class 23 contains 50807 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44501 members 
Mstep: Class 26 contains 19951 members 
Mstep: Class 27 contains 40715 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 45531 members 
Mstep: Class 30 contains 48757 members 
Mstep: Class 31 contains 23941 members 
Mstep: Class 32 contains 1248 members 
Mstep: Class 33 contains 18999 members 
Mstep: Class 34 contains 68242 members 
Mstep: Class 35 contains 37833 members 
Mstep: Class 36 contains 44475 members 
Mstep: Class 37 contains 4853 members 
Mstep: Class 38 contains 44047 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431648.000000 Penalty: 138191.531250
Iteration 257Q: 41 clusters Score -1.964316e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 37375 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 17042 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37529 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 50195 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22237 members 
Mstep: Class 13 contains 37779 members 
Mstep: Class 14 contains 44864 members 
Mstep: Class 15 contains 35592 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46688 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 37709 members 
Mstep: Class 20 contains 41716 members 
Mstep: Class 21 contains 15750 members 
Mstep: Class 22 contains 48887 members 
Mstep: Class 23 contains 50806 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44486 members 
Mstep: Class 26 contains 19958 members 
Mstep: Class 27 contains 40709 members 
Mstep: Class 28 contains 41724 members 
Mstep: Class 29 contains 45497 members 
Mstep: Class 30 contains 48750 members 
Mstep: Class 31 contains 23944 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 19043 members 
Mstep: Class 34 contains 68260 members 
Mstep: Class 35 contains 37799 members 
Mstep: Class 36 contains 44466 members 
Mstep: Class 37 contains 4860 members 
Mstep: Class 38 contains 44032 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431632.000000 Penalty: 138191.531250
Iteration 258Q: 41 clusters Score -1.964316e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 37307 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 17039 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37480 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 50210 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 22227 members 
Mstep: Class 13 contains 37796 members 
Mstep: Class 14 contains 44856 members 
Mstep: Class 15 contains 35586 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46691 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 37654 members 
Mstep: Class 20 contains 41696 members 
Mstep: Class 21 contains 15758 members 
Mstep: Class 22 contains 48879 members 
Mstep: Class 23 contains 50811 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44494 members 
Mstep: Class 26 contains 19955 members 
Mstep: Class 27 contains 40697 members 
Mstep: Class 28 contains 41723 members 
Mstep: Class 29 contains 45514 members 
Mstep: Class 30 contains 48757 members 
Mstep: Class 31 contains 23945 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 19086 members 
Mstep: Class 34 contains 68257 members 
Mstep: Class 35 contains 37743 members 
Mstep: Class 36 contains 44444 members 
Mstep: Class 37 contains 4863 members 
Mstep: Class 38 contains 44022 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431792.000000 Penalty: 138191.531250
Iteration 259Q: 41 clusters Score -1.964318e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 37249 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37422 members 
Mstep: Class 9 contains 7389 members 
Mstep: Class 10 contains 50219 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22229 members 
Mstep: Class 13 contains 37809 members 
Mstep: Class 14 contains 44861 members 
Mstep: Class 15 contains 35569 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46686 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 37609 members 
Mstep: Class 20 contains 41662 members 
Mstep: Class 21 contains 15754 members 
Mstep: Class 22 contains 48883 members 
Mstep: Class 23 contains 50815 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44526 members 
Mstep: Class 26 contains 19960 members 
Mstep: Class 27 contains 40682 members 
Mstep: Class 28 contains 41723 members 
Mstep: Class 29 contains 45518 members 
Mstep: Class 30 contains 48773 members 
Mstep: Class 31 contains 23946 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 19141 members 
Mstep: Class 34 contains 68256 members 
Mstep: Class 35 contains 37668 members 
Mstep: Class 36 contains 44411 members 
Mstep: Class 37 contains 4861 members 
Mstep: Class 38 contains 44008 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431504.000000 Penalty: 138191.531250
Iteration 260F: 41 clusters Score -1.964315e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 37189 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14040 members 
Mstep: Class 5 contains 17031 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37388 members 
Mstep: Class 9 contains 7387 members 
Mstep: Class 10 contains 50225 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 22230 members 
Mstep: Class 13 contains 37832 members 
Mstep: Class 14 contains 44851 members 
Mstep: Class 15 contains 35554 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46674 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 37526 members 
Mstep: Class 20 contains 41642 members 
Mstep: Class 21 contains 15756 members 
Mstep: Class 22 contains 48876 members 
Mstep: Class 23 contains 50818 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44548 members 
Mstep: Class 26 contains 19958 members 
Mstep: Class 27 contains 40660 members 
Mstep: Class 28 contains 41716 members 
Mstep: Class 29 contains 45538 members 
Mstep: Class 30 contains 48789 members 
Mstep: Class 31 contains 23945 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 19205 members 
Mstep: Class 34 contains 68275 members 
Mstep: Class 35 contains 37599 members 
Mstep: Class 36 contains 44418 members 
Mstep: Class 37 contains 4862 members 
Mstep: Class 38 contains 43993 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 48893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431264.000000 Penalty: 138191.531250
Iteration 261Q: 41 clusters Score -1.964313e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 37142 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14040 members 
Mstep: Class 5 contains 17027 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37364 members 
Mstep: Class 9 contains 7383 members 
Mstep: Class 10 contains 50234 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22218 members 
Mstep: Class 13 contains 37845 members 
Mstep: Class 14 contains 44845 members 
Mstep: Class 15 contains 35536 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46667 members 
Mstep: Class 18 contains 11750 members 
Mstep: Class 19 contains 37441 members 
Mstep: Class 20 contains 41628 members 
Mstep: Class 21 contains 15763 members 
Mstep: Class 22 contains 48847 members 
Mstep: Class 23 contains 50829 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44549 members 
Mstep: Class 26 contains 19962 members 
Mstep: Class 27 contains 40648 members 
Mstep: Class 28 contains 41712 members 
Mstep: Class 29 contains 45580 members 
Mstep: Class 30 contains 48793 members 
Mstep: Class 31 contains 23945 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 19264 members 
Mstep: Class 34 contains 68283 members 
Mstep: Class 35 contains 37537 members 
Mstep: Class 36 contains 44410 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 43976 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431024.000000 Penalty: 138191.531250
Iteration 262Q: 41 clusters Score -1.96431e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 37096 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14040 members 
Mstep: Class 5 contains 17026 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37335 members 
Mstep: Class 9 contains 7377 members 
Mstep: Class 10 contains 50243 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22207 members 
Mstep: Class 13 contains 37862 members 
Mstep: Class 14 contains 44841 members 
Mstep: Class 15 contains 35518 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46674 members 
Mstep: Class 18 contains 11749 members 
Mstep: Class 19 contains 37339 members 
Mstep: Class 20 contains 41617 members 
Mstep: Class 21 contains 15763 members 
Mstep: Class 22 contains 48834 members 
Mstep: Class 23 contains 50845 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44538 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 40626 members 
Mstep: Class 28 contains 41710 members 
Mstep: Class 29 contains 45617 members 
Mstep: Class 30 contains 48793 members 
Mstep: Class 31 contains 23945 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 19316 members 
Mstep: Class 34 contains 68290 members 
Mstep: Class 35 contains 37482 members 
Mstep: Class 36 contains 44395 members 
Mstep: Class 37 contains 4866 members 
Mstep: Class 38 contains 43967 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431280.000000 Penalty: 138191.531250
Iteration 263Q: 41 clusters Score -1.964313e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 37044 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14040 members 
Mstep: Class 5 contains 17027 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 50251 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 22197 members 
Mstep: Class 13 contains 37889 members 
Mstep: Class 14 contains 44844 members 
Mstep: Class 15 contains 35502 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46700 members 
Mstep: Class 18 contains 11750 members 
Mstep: Class 19 contains 37274 members 
Mstep: Class 20 contains 41604 members 
Mstep: Class 21 contains 15751 members 
Mstep: Class 22 contains 48822 members 
Mstep: Class 23 contains 50844 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44524 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 40612 members 
Mstep: Class 28 contains 41705 members 
Mstep: Class 29 contains 45639 members 
Mstep: Class 30 contains 48806 members 
Mstep: Class 31 contains 23945 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 19371 members 
Mstep: Class 34 contains 68287 members 
Mstep: Class 35 contains 37435 members 
Mstep: Class 36 contains 44351 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 43956 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431376.000000 Penalty: 138191.531250
Iteration 264Q: 41 clusters Score -1.964314e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 36971 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 17026 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37276 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 50256 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 22187 members 
Mstep: Class 13 contains 37917 members 
Mstep: Class 14 contains 44834 members 
Mstep: Class 15 contains 35494 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46716 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 41598 members 
Mstep: Class 21 contains 15754 members 
Mstep: Class 22 contains 48820 members 
Mstep: Class 23 contains 50853 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44532 members 
Mstep: Class 26 contains 19963 members 
Mstep: Class 27 contains 40590 members 
Mstep: Class 28 contains 41704 members 
Mstep: Class 29 contains 45689 members 
Mstep: Class 30 contains 48815 members 
Mstep: Class 31 contains 23948 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19440 members 
Mstep: Class 34 contains 68290 members 
Mstep: Class 35 contains 37399 members 
Mstep: Class 36 contains 44310 members 
Mstep: Class 37 contains 4865 members 
Mstep: Class 38 contains 43955 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431216.000000 Penalty: 138191.531250
Iteration 265Q: 41 clusters Score -1.964312e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 36912 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 17024 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37242 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 50259 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 22177 members 
Mstep: Class 13 contains 37945 members 
Mstep: Class 14 contains 44820 members 
Mstep: Class 15 contains 35484 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 37058 members 
Mstep: Class 20 contains 41606 members 
Mstep: Class 21 contains 15762 members 
Mstep: Class 22 contains 48786 members 
Mstep: Class 23 contains 50853 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44522 members 
Mstep: Class 26 contains 19957 members 
Mstep: Class 27 contains 40583 members 
Mstep: Class 28 contains 41700 members 
Mstep: Class 29 contains 45757 members 
Mstep: Class 30 contains 48834 members 
Mstep: Class 31 contains 23951 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19506 members 
Mstep: Class 34 contains 68283 members 
Mstep: Class 35 contains 37356 members 
Mstep: Class 36 contains 44286 members 
Mstep: Class 37 contains 4867 members 
Mstep: Class 38 contains 43945 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431168.000000 Penalty: 138191.531250
Iteration 266Q: 41 clusters Score -1.964312e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 36856 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 17024 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37217 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 50259 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 22164 members 
Mstep: Class 13 contains 37962 members 
Mstep: Class 14 contains 44807 members 
Mstep: Class 15 contains 35473 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46730 members 
Mstep: Class 18 contains 11747 members 
Mstep: Class 19 contains 36948 members 
Mstep: Class 20 contains 41607 members 
Mstep: Class 21 contains 15767 members 
Mstep: Class 22 contains 48770 members 
Mstep: Class 23 contains 50849 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44509 members 
Mstep: Class 26 contains 19956 members 
Mstep: Class 27 contains 40567 members 
Mstep: Class 28 contains 41699 members 
Mstep: Class 29 contains 45814 members 
Mstep: Class 30 contains 48856 members 
Mstep: Class 31 contains 23952 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19571 members 
Mstep: Class 34 contains 68276 members 
Mstep: Class 35 contains 37324 members 
Mstep: Class 36 contains 44282 members 
Mstep: Class 37 contains 4867 members 
Mstep: Class 38 contains 43930 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 49944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430880.000000 Penalty: 138191.531250
Iteration 267Q: 41 clusters Score -1.964309e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 36813 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14050 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37195 members 
Mstep: Class 9 contains 7344 members 
Mstep: Class 10 contains 50264 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22164 members 
Mstep: Class 13 contains 37992 members 
Mstep: Class 14 contains 44796 members 
Mstep: Class 15 contains 35462 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46711 members 
Mstep: Class 18 contains 11747 members 
Mstep: Class 19 contains 36841 members 
Mstep: Class 20 contains 41591 members 
Mstep: Class 21 contains 15775 members 
Mstep: Class 22 contains 48750 members 
Mstep: Class 23 contains 50844 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44517 members 
Mstep: Class 26 contains 19962 members 
Mstep: Class 27 contains 40550 members 
Mstep: Class 28 contains 41697 members 
Mstep: Class 29 contains 45829 members 
Mstep: Class 30 contains 48870 members 
Mstep: Class 31 contains 23954 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19646 members 
Mstep: Class 34 contains 68264 members 
Mstep: Class 35 contains 37290 members 
Mstep: Class 36 contains 44267 members 
Mstep: Class 37 contains 4871 members 
Mstep: Class 38 contains 43918 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 50122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430960.000000 Penalty: 138191.531250
Iteration 268Q: 41 clusters Score -1.96431e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 36779 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 17016 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37176 members 
Mstep: Class 9 contains 7336 members 
Mstep: Class 10 contains 50271 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22162 members 
Mstep: Class 13 contains 38021 members 
Mstep: Class 14 contains 44773 members 
Mstep: Class 15 contains 35460 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46719 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 36685 members 
Mstep: Class 20 contains 41566 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 48738 members 
Mstep: Class 23 contains 50837 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44505 members 
Mstep: Class 26 contains 19959 members 
Mstep: Class 27 contains 40544 members 
Mstep: Class 28 contains 41705 members 
Mstep: Class 29 contains 45866 members 
Mstep: Class 30 contains 48873 members 
Mstep: Class 31 contains 23953 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19709 members 
Mstep: Class 34 contains 68259 members 
Mstep: Class 35 contains 37266 members 
Mstep: Class 36 contains 44230 members 
Mstep: Class 37 contains 4873 members 
Mstep: Class 38 contains 43919 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 50330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430976.000000 Penalty: 138191.531250
Iteration 269Q: 41 clusters Score -1.96431e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 36740 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 17016 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37147 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 50278 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22161 members 
Mstep: Class 13 contains 38033 members 
Mstep: Class 14 contains 44754 members 
Mstep: Class 15 contains 35446 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46697 members 
Mstep: Class 18 contains 11745 members 
Mstep: Class 19 contains 36511 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 48729 members 
Mstep: Class 23 contains 50837 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44514 members 
Mstep: Class 26 contains 19961 members 
Mstep: Class 27 contains 40540 members 
Mstep: Class 28 contains 41704 members 
Mstep: Class 29 contains 45918 members 
Mstep: Class 30 contains 48894 members 
Mstep: Class 31 contains 23958 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19785 members 
Mstep: Class 34 contains 68252 members 
Mstep: Class 35 contains 37244 members 
Mstep: Class 36 contains 44187 members 
Mstep: Class 37 contains 4876 members 
Mstep: Class 38 contains 43917 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 50537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196431072.000000 Penalty: 138191.531250
Iteration 270Q: 41 clusters Score -1.964311e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 36709 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 17013 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37118 members 
Mstep: Class 9 contains 7330 members 
Mstep: Class 10 contains 50287 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22144 members 
Mstep: Class 13 contains 38047 members 
Mstep: Class 14 contains 44743 members 
Mstep: Class 15 contains 35433 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46665 members 
Mstep: Class 18 contains 11743 members 
Mstep: Class 19 contains 36325 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 15797 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 50848 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44527 members 
Mstep: Class 26 contains 19950 members 
Mstep: Class 27 contains 40527 members 
Mstep: Class 28 contains 41705 members 
Mstep: Class 29 contains 46004 members 
Mstep: Class 30 contains 48904 members 
Mstep: Class 31 contains 23961 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19877 members 
Mstep: Class 34 contains 68237 members 
Mstep: Class 35 contains 37220 members 
Mstep: Class 36 contains 44163 members 
Mstep: Class 37 contains 4874 members 
Mstep: Class 38 contains 43905 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 50733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430896.000000 Penalty: 138191.531250
Iteration 271Q: 41 clusters Score -1.964309e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 36679 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 17009 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37098 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 10 contains 50304 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 22133 members 
Mstep: Class 13 contains 38058 members 
Mstep: Class 14 contains 44720 members 
Mstep: Class 15 contains 35431 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 11744 members 
Mstep: Class 19 contains 36107 members 
Mstep: Class 20 contains 41506 members 
Mstep: Class 21 contains 15802 members 
Mstep: Class 22 contains 48714 members 
Mstep: Class 23 contains 50848 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44565 members 
Mstep: Class 26 contains 19946 members 
Mstep: Class 27 contains 40524 members 
Mstep: Class 28 contains 41707 members 
Mstep: Class 29 contains 46084 members 
Mstep: Class 30 contains 48922 members 
Mstep: Class 31 contains 23959 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 19968 members 
Mstep: Class 34 contains 68214 members 
Mstep: Class 35 contains 37192 members 
Mstep: Class 36 contains 44138 members 
Mstep: Class 37 contains 4877 members 
Mstep: Class 38 contains 43900 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 50940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430848.000000 Penalty: 138191.531250
Iteration 272Q: 41 clusters Score -1.964308e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 36641 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 17007 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37070 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 50310 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 22124 members 
Mstep: Class 13 contains 38075 members 
Mstep: Class 14 contains 44701 members 
Mstep: Class 15 contains 35427 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46594 members 
Mstep: Class 18 contains 11742 members 
Mstep: Class 19 contains 35858 members 
Mstep: Class 20 contains 41497 members 
Mstep: Class 21 contains 15809 members 
Mstep: Class 22 contains 48704 members 
Mstep: Class 23 contains 50872 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44595 members 
Mstep: Class 26 contains 19941 members 
Mstep: Class 27 contains 40513 members 
Mstep: Class 28 contains 41710 members 
Mstep: Class 29 contains 46194 members 
Mstep: Class 30 contains 48934 members 
Mstep: Class 31 contains 23961 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20063 members 
Mstep: Class 34 contains 68189 members 
Mstep: Class 35 contains 37164 members 
Mstep: Class 36 contains 44125 members 
Mstep: Class 37 contains 4880 members 
Mstep: Class 38 contains 43896 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 51114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430880.000000 Penalty: 138191.531250
Iteration 273Q: 41 clusters Score -1.964309e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 36616 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 17005 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37042 members 
Mstep: Class 9 contains 7320 members 
Mstep: Class 10 contains 50317 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 22117 members 
Mstep: Class 13 contains 38096 members 
Mstep: Class 14 contains 44687 members 
Mstep: Class 15 contains 35426 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46557 members 
Mstep: Class 18 contains 11738 members 
Mstep: Class 19 contains 35601 members 
Mstep: Class 20 contains 41498 members 
Mstep: Class 21 contains 15813 members 
Mstep: Class 22 contains 48699 members 
Mstep: Class 23 contains 50879 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44601 members 
Mstep: Class 26 contains 19943 members 
Mstep: Class 27 contains 40510 members 
Mstep: Class 28 contains 41714 members 
Mstep: Class 29 contains 46263 members 
Mstep: Class 30 contains 48944 members 
Mstep: Class 31 contains 23960 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20160 members 
Mstep: Class 34 contains 68184 members 
Mstep: Class 35 contains 37148 members 
Mstep: Class 36 contains 44097 members 
Mstep: Class 37 contains 4883 members 
Mstep: Class 38 contains 43902 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 51309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430944.000000 Penalty: 138191.531250
Iteration 274Q: 41 clusters Score -1.964309e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 36578 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14050 members 
Mstep: Class 5 contains 17004 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37021 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 50330 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 22101 members 
Mstep: Class 13 contains 38119 members 
Mstep: Class 14 contains 44658 members 
Mstep: Class 15 contains 35427 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46531 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 35315 members 
Mstep: Class 20 contains 41499 members 
Mstep: Class 21 contains 15820 members 
Mstep: Class 22 contains 48702 members 
Mstep: Class 23 contains 50883 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44609 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 40502 members 
Mstep: Class 28 contains 41719 members 
Mstep: Class 29 contains 46324 members 
Mstep: Class 30 contains 48958 members 
Mstep: Class 31 contains 23959 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20255 members 
Mstep: Class 34 contains 68183 members 
Mstep: Class 35 contains 37130 members 
Mstep: Class 36 contains 44075 members 
Mstep: Class 37 contains 4882 members 
Mstep: Class 38 contains 43909 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 51543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430544.000000 Penalty: 138191.531250
Iteration 275Q: 41 clusters Score -1.964305e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 36525 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 17001 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37008 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 50340 members 
Mstep: Class 11 contains 10495 members 
Mstep: Class 12 contains 22088 members 
Mstep: Class 13 contains 38139 members 
Mstep: Class 14 contains 44645 members 
Mstep: Class 15 contains 35420 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46484 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 35056 members 
Mstep: Class 20 contains 41503 members 
Mstep: Class 21 contains 15824 members 
Mstep: Class 22 contains 48693 members 
Mstep: Class 23 contains 50892 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44612 members 
Mstep: Class 26 contains 19935 members 
Mstep: Class 27 contains 40511 members 
Mstep: Class 28 contains 41722 members 
Mstep: Class 29 contains 46386 members 
Mstep: Class 30 contains 48964 members 
Mstep: Class 31 contains 23961 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20345 members 
Mstep: Class 34 contains 68175 members 
Mstep: Class 35 contains 37114 members 
Mstep: Class 36 contains 44049 members 
Mstep: Class 37 contains 4888 members 
Mstep: Class 38 contains 43915 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 51759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430512.000000 Penalty: 138191.531250
Iteration 276Q: 41 clusters Score -1.964305e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 36458 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 17004 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37008 members 
Mstep: Class 9 contains 7311 members 
Mstep: Class 10 contains 50353 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22085 members 
Mstep: Class 13 contains 38168 members 
Mstep: Class 14 contains 44607 members 
Mstep: Class 15 contains 35417 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46461 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 34788 members 
Mstep: Class 20 contains 41519 members 
Mstep: Class 21 contains 15824 members 
Mstep: Class 22 contains 48682 members 
Mstep: Class 23 contains 50901 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44586 members 
Mstep: Class 26 contains 19935 members 
Mstep: Class 27 contains 40504 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 46440 members 
Mstep: Class 30 contains 48984 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20434 members 
Mstep: Class 34 contains 68168 members 
Mstep: Class 35 contains 37109 members 
Mstep: Class 36 contains 44032 members 
Mstep: Class 37 contains 4889 members 
Mstep: Class 38 contains 43919 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 51972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430768.000000 Penalty: 138191.531250
Iteration 277Q: 41 clusters Score -1.964308e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 36418 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 17005 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37013 members 
Mstep: Class 9 contains 7309 members 
Mstep: Class 10 contains 50362 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22086 members 
Mstep: Class 13 contains 38203 members 
Mstep: Class 14 contains 44575 members 
Mstep: Class 15 contains 35413 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46452 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 34521 members 
Mstep: Class 20 contains 41518 members 
Mstep: Class 21 contains 15830 members 
Mstep: Class 22 contains 48664 members 
Mstep: Class 23 contains 50910 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44575 members 
Mstep: Class 26 contains 19931 members 
Mstep: Class 27 contains 40485 members 
Mstep: Class 28 contains 41730 members 
Mstep: Class 29 contains 46473 members 
Mstep: Class 30 contains 48994 members 
Mstep: Class 31 contains 23965 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20517 members 
Mstep: Class 34 contains 68170 members 
Mstep: Class 35 contains 37106 members 
Mstep: Class 36 contains 44010 members 
Mstep: Class 37 contains 4890 members 
Mstep: Class 38 contains 43925 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430432.000000 Penalty: 138191.531250
Iteration 278Q: 41 clusters Score -1.964304e+08 nChanged 1589
Entering ConstructFrom: 
Score: -196430432.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Entering Unmasked Estep 
Score: -2702253.500000 Penalty: 2387.906494
	Iteration 0F: 2 clusters Score -2702254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2691251.000000 Penalty: 4775.812988
	Iteration 0F: 3 clusters Score -2691251 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2694688.250000 Penalty: 4775.812988
	Iteration 1F: 3 clusters Score -2694688 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2695039.000000 Penalty: 4775.812988
	Iteration 2F: 3 clusters Score -2695039 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2695324.750000 Penalty: 4775.812988
	Iteration 3Q: 3 clusters Score -2695325 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2695642.500000 Penalty: 4775.812988
	Iteration 4Q: 3 clusters Score -2695642 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2695966.750000 Penalty: 4775.812988
	Iteration 5Q: 3 clusters Score -2695967 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2696306.000000 Penalty: 4775.812988
	Iteration 6Q: 3 clusters Score -2696306 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2696739.250000 Penalty: 4775.812988
	Iteration 7Q: 3 clusters Score -2696739 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2697243.500000 Penalty: 4775.812988
	Iteration 8F: 3 clusters Score -2697244 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2697827.500000 Penalty: 4775.812988
	Iteration 9F: 3 clusters Score -2697828 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2698442.250000 Penalty: 4775.812988
	Iteration 10F: 3 clusters Score -2698442 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2698982.750000 Penalty: 4775.812988
	Iteration 11Q: 3 clusters Score -2698983 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2699391.500000 Penalty: 4775.812988
	Iteration 12Q: 3 clusters Score -2699392 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2699637.500000 Penalty: 4775.812988
	Iteration 13Q: 3 clusters Score -2699638 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2699776.000000 Penalty: 4775.812988
	Iteration 14Q: 3 clusters Score -2699776 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2699901.250000 Penalty: 4775.812988
	Iteration 15Q: 3 clusters Score -2699901 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2699974.250000 Penalty: 4775.812988
	Iteration 16Q: 3 clusters Score -2699974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2700018.500000 Penalty: 4775.812988
	Iteration 17Q: 3 clusters Score -2700018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2700065.000000 Penalty: 4775.812988
	Iteration 18Q: 3 clusters Score -2700065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2700096.000000 Penalty: 4775.812988
	Iteration 19Q: 3 clusters Score -2700096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2700116.500000 Penalty: 4775.812988
	Iteration 20F: 3 clusters Score -2700116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2700138.250000 Penalty: 4775.812988
	Iteration 21Q: 3 clusters Score -2700138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2700162.500000 Penalty: 4775.812988
	Iteration 22Q: 3 clusters Score -2700162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2700183.500000 Penalty: 4775.812988
	Iteration 23Q: 3 clusters Score -2700184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2700191.500000 Penalty: 4775.812988
	Iteration 24Q: 3 clusters Score -2700192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2700199.750000 Penalty: 4775.812988
	Iteration 25Q: 3 clusters Score -2700200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2700208.000000 Penalty: 4775.812988
	Iteration 26Q: 3 clusters Score -2700208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2700201.500000 Penalty: 4775.812988
	Iteration 27Q: 3 clusters Score -2700202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2700207.000000 Penalty: 4775.812988
	Iteration 28Q: 3 clusters Score -2700207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2700211.000000 Penalty: 4775.812988
	Iteration 29Q: 3 clusters Score -2700211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2700215.750000 Penalty: 4775.812988
	Iteration 30Q: 3 clusters Score -2700216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2700223.500000 Penalty: 4775.812988
	Iteration 31Q: 3 clusters Score -2700224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2700223.000000 Penalty: 4775.812988
	Iteration 32Q: 3 clusters Score -2700223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2700228.000000 Penalty: 4775.812988
	Iteration 33Q: 3 clusters Score -2700228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2700233.000000 Penalty: 4775.812988
	Iteration 34Q: 3 clusters Score -2700233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2700239.750000 Penalty: 4775.812988
	Iteration 35Q: 3 clusters Score -2700240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2700249.500000 Penalty: 4775.812988
	Iteration 36Q: 3 clusters Score -2700250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2700242.500000 Penalty: 4775.812988
	Iteration 37Q: 3 clusters Score -2700242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2700251.000000 Penalty: 4775.812988
	Iteration 38Q: 3 clusters Score -2700251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2700247.250000 Penalty: 4775.812988
	Iteration 39Q: 3 clusters Score -2700247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2700243.000000 Penalty: 4775.812988
	Iteration 40F: 3 clusters Score -2700243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2700244.250000 Penalty: 4775.812988
	Iteration 41Q: 3 clusters Score -2700244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2700241.750000 Penalty: 4775.812988
	Iteration 42Q: 3 clusters Score -2700242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2700242.750000 Penalty: 4775.812988
	Iteration 43Q: 3 clusters Score -2700243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2700245.000000 Penalty: 4775.812988
	Iteration 44Q: 3 clusters Score -2700245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2700242.500000 Penalty: 4775.812988
	Iteration 45Q: 3 clusters Score -2700242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2700245.250000 Penalty: 4775.812988
	Iteration 46Q: 3 clusters Score -2700245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2700249.000000 Penalty: 4775.812988
	Iteration 47Q: 3 clusters Score -2700249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2700250.250000 Penalty: 4775.812988
	Iteration 48Q: 3 clusters Score -2700250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2700251.000000 Penalty: 4775.812988
	Iteration 49Q: 3 clusters Score -2700251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2700253.750000 Penalty: 4775.812988
	Iteration 50Q: 3 clusters Score -2700254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2700250.000000 Penalty: 4775.812988
	Iteration 51Q: 3 clusters Score -2700250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2700251.750000 Penalty: 4775.812988
	Iteration 52Q: 3 clusters Score -2700252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2700251.750000 Penalty: 4775.812988
	Iteration 53F: 3 clusters Score -2700252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Entering Unmasked Estep 
Score: -6545566.000000 Penalty: 2604.221924
	Iteration 0F: 2 clusters Score -6545566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -6520930.000000 Penalty: 5208.443848
	Iteration 0F: 3 clusters Score -6520930 nChanged 16557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -6529665.500000 Penalty: 5208.443848
	Iteration 1F: 3 clusters Score -6529666 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -6530116.500000 Penalty: 5208.443848
	Iteration 2Q: 3 clusters Score -6530116 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -6530506.000000 Penalty: 5208.443848
	Iteration 3Q: 3 clusters Score -6530506 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -6530990.500000 Penalty: 5208.443848
	Iteration 4Q: 3 clusters Score -6530990 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -6531613.500000 Penalty: 5208.443848
	Iteration 5Q: 3 clusters Score -6531614 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -6532550.500000 Penalty: 5208.443848
	Iteration 6Q: 3 clusters Score -6532550 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -6533894.000000 Penalty: 5208.443848
	Iteration 7F: 3 clusters Score -6533894 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6535936.500000 Penalty: 5208.443848
	Iteration 8F: 3 clusters Score -6535936 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -6538379.000000 Penalty: 5208.443848
	Iteration 9F: 3 clusters Score -6538379 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6540576.000000 Penalty: 5208.443848
	Iteration 10F: 3 clusters Score -6540576 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6542048.000000 Penalty: 5208.443848
	Iteration 11Q: 3 clusters Score -6542048 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6542730.500000 Penalty: 5208.443848
	Iteration 12Q: 3 clusters Score -6542730 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6542998.500000 Penalty: 5208.443848
	Iteration 13Q: 3 clusters Score -6542998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6543075.500000 Penalty: 5208.443848
	Iteration 14Q: 3 clusters Score -6543076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6543124.500000 Penalty: 5208.443848
	Iteration 15Q: 3 clusters Score -6543124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6543181.000000 Penalty: 5208.443848
	Iteration 16Q: 3 clusters Score -6543181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6543191.000000 Penalty: 5208.443848
	Iteration 17Q: 3 clusters Score -6543191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6543198.000000 Penalty: 5208.443848
	Iteration 18Q: 3 clusters Score -6543198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6543205.000000 Penalty: 5208.443848
	Iteration 19Q: 3 clusters Score -6543205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6543215.500000 Penalty: 5208.443848
	Iteration 20F: 3 clusters Score -6543216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6543211.500000 Penalty: 5208.443848
	Iteration 21Q: 3 clusters Score -6543212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6543211.500000 Penalty: 5208.443848
	Iteration 22F: 3 clusters Score -6543212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -349205.187500 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -349205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -346600.968750 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -346601 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -347412.406250 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -347412.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -347660.875000 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -347660.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -347814.875000 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -347814.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -347934.718750 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -347934.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -348002.187500 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -348002.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -348068.281250 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -348068.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -348120.031250 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -348120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -348161.593750 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -348161.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -348201.062500 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -348201.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -348235.156250 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -348235.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -348266.343750 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -348266.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -348312.500000 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -348312.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -348356.781250 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -348356.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -348398.750000 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -348398.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -348427.031250 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -348427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -348474.875000 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -348474.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348515.656250 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -348515.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -348540.437500 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -348540.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -348558.625000 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -348558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -348569.312500 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -348569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -348575.000000 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -348575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -348582.656250 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -348582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -348595.437500 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -348595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -348603.656250 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -348603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -348606.968750 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -348607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -348611.875000 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -348611.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -348617.375000 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -348617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -348621.343750 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -348621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348625.500000 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -348625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348629.593750 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -348629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -348636.187500 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -348636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -348639.156250 Penalty: 3803.606201
	Iteration 32Q: 3 clusters Score -348639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -348643.562500 Penalty: 3803.606201
	Iteration 33Q: 3 clusters Score -348643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -348648.468750 Penalty: 3803.606201
	Iteration 34Q: 3 clusters Score -348648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -348654.281250 Penalty: 3803.606201
	Iteration 35Q: 3 clusters Score -348654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348659.500000 Penalty: 3803.606201
	Iteration 36Q: 3 clusters Score -348659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348663.062500 Penalty: 3803.606201
	Iteration 37Q: 3 clusters Score -348663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -348664.406250 Penalty: 3803.606201
	Iteration 38Q: 3 clusters Score -348664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -348665.250000 Penalty: 3803.606201
	Iteration 39Q: 3 clusters Score -348665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -348667.187500 Penalty: 3803.606201
	Iteration 40F: 3 clusters Score -348667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -348667.843750 Penalty: 3803.606201
	Iteration 41Q: 3 clusters Score -348667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -348669.250000 Penalty: 3803.606201
	Iteration 42Q: 3 clusters Score -348669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348672.437500 Penalty: 3803.606201
	Iteration 43Q: 3 clusters Score -348672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -348674.437500 Penalty: 3803.606201
	Iteration 44Q: 3 clusters Score -348674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -348675.375000 Penalty: 3803.606201
	Iteration 45Q: 3 clusters Score -348675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348675.187500 Penalty: 3803.606201
	Iteration 46Q: 3 clusters Score -348675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348675.187500 Penalty: 3803.606201
	Iteration 47F: 3 clusters Score -348675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Entering Unmasked Estep 
Score: -2490330.500000 Penalty: 2368.458496
	Iteration 0F: 2 clusters Score -2490330 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 7095 members 
Entering Unmasked Estep 
Score: -2479993.000000 Penalty: 4736.916992
	Iteration 0F: 3 clusters Score -2479993 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2483281.250000 Penalty: 4736.916992
	Iteration 1F: 3 clusters Score -2483281 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2483597.500000 Penalty: 4736.916992
	Iteration 2F: 3 clusters Score -2483598 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2483841.250000 Penalty: 4736.916992
	Iteration 3Q: 3 clusters Score -2483841 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2484081.500000 Penalty: 4736.916992
	Iteration 4Q: 3 clusters Score -2484082 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2484307.000000 Penalty: 4736.916992
	Iteration 5Q: 3 clusters Score -2484307 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2484538.000000 Penalty: 4736.916992
	Iteration 6Q: 3 clusters Score -2484538 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2484765.250000 Penalty: 4736.916992
	Iteration 7Q: 3 clusters Score -2484765 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2485000.250000 Penalty: 4736.916992
	Iteration 8Q: 3 clusters Score -2485000 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2485260.500000 Penalty: 4736.916992
	Iteration 9Q: 3 clusters Score -2485260 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2485534.000000 Penalty: 4736.916992
	Iteration 10Q: 3 clusters Score -2485534 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2485762.250000 Penalty: 4736.916992
	Iteration 11Q: 3 clusters Score -2485762 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2485943.500000 Penalty: 4736.916992
	Iteration 12Q: 3 clusters Score -2485944 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2486074.750000 Penalty: 4736.916992
	Iteration 13Q: 3 clusters Score -2486075 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2486173.500000 Penalty: 4736.916992
	Iteration 14Q: 3 clusters Score -2486174 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2486253.500000 Penalty: 4736.916992
	Iteration 15Q: 3 clusters Score -2486254 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2486317.500000 Penalty: 4736.916992
	Iteration 16Q: 3 clusters Score -2486318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2486380.250000 Penalty: 4736.916992
	Iteration 17Q: 3 clusters Score -2486380 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2486454.000000 Penalty: 4736.916992
	Iteration 18Q: 3 clusters Score -2486454 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2486534.500000 Penalty: 4736.916992
	Iteration 19Q: 3 clusters Score -2486534 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2486602.500000 Penalty: 4736.916992
	Iteration 20F: 3 clusters Score -2486602 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2486669.250000 Penalty: 4736.916992
	Iteration 21Q: 3 clusters Score -2486669 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2486738.750000 Penalty: 4736.916992
	Iteration 22Q: 3 clusters Score -2486739 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2486806.500000 Penalty: 4736.916992
	Iteration 23Q: 3 clusters Score -2486806 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2486880.250000 Penalty: 4736.916992
	Iteration 24Q: 3 clusters Score -2486880 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2486966.250000 Penalty: 4736.916992
	Iteration 25Q: 3 clusters Score -2486966 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2487063.500000 Penalty: 4736.916992
	Iteration 26Q: 3 clusters Score -2487064 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2487183.750000 Penalty: 4736.916992
	Iteration 27Q: 3 clusters Score -2487184 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2487273.500000 Penalty: 4736.916992
	Iteration 28Q: 3 clusters Score -2487274 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2487380.000000 Penalty: 4736.916992
	Iteration 29Q: 3 clusters Score -2487380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2487481.500000 Penalty: 4736.916992
	Iteration 30Q: 3 clusters Score -2487482 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2487581.000000 Penalty: 4736.916992
	Iteration 31Q: 3 clusters Score -2487581 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2487687.000000 Penalty: 4736.916992
	Iteration 32Q: 3 clusters Score -2487687 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2487765.750000 Penalty: 4736.916992
	Iteration 33Q: 3 clusters Score -2487766 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2487824.000000 Penalty: 4736.916992
	Iteration 34Q: 3 clusters Score -2487824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2487878.250000 Penalty: 4736.916992
	Iteration 35Q: 3 clusters Score -2487878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2487929.000000 Penalty: 4736.916992
	Iteration 36Q: 3 clusters Score -2487929 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2487970.500000 Penalty: 4736.916992
	Iteration 37Q: 3 clusters Score -2487970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2488022.000000 Penalty: 4736.916992
	Iteration 38Q: 3 clusters Score -2488022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2488061.000000 Penalty: 4736.916992
	Iteration 39Q: 3 clusters Score -2488061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2488092.500000 Penalty: 4736.916992
	Iteration 40F: 3 clusters Score -2488092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2488119.750000 Penalty: 4736.916992
	Iteration 41Q: 3 clusters Score -2488120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2488147.750000 Penalty: 4736.916992
	Iteration 42Q: 3 clusters Score -2488148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2488155.250000 Penalty: 4736.916992
	Iteration 43Q: 3 clusters Score -2488155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2488168.750000 Penalty: 4736.916992
	Iteration 44Q: 3 clusters Score -2488169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2488182.750000 Penalty: 4736.916992
	Iteration 45Q: 3 clusters Score -2488183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2488198.500000 Penalty: 4736.916992
	Iteration 46Q: 3 clusters Score -2488198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2488214.250000 Penalty: 4736.916992
	Iteration 47Q: 3 clusters Score -2488214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2488220.250000 Penalty: 4736.916992
	Iteration 48Q: 3 clusters Score -2488220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2488229.750000 Penalty: 4736.916992
	Iteration 49Q: 3 clusters Score -2488230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2488233.500000 Penalty: 4736.916992
	Iteration 50Q: 3 clusters Score -2488234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2488234.500000 Penalty: 4736.916992
	Iteration 51Q: 3 clusters Score -2488234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2488235.500000 Penalty: 4736.916992
	Iteration 52Q: 3 clusters Score -2488236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2488239.000000 Penalty: 4736.916992
	Iteration 53Q: 3 clusters Score -2488239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2488238.250000 Penalty: 4736.916992
	Iteration 54Q: 3 clusters Score -2488238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2488243.000000 Penalty: 4736.916992
	Iteration 55Q: 3 clusters Score -2488243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2488246.750000 Penalty: 4736.916992
	Iteration 56Q: 3 clusters Score -2488247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2488249.000000 Penalty: 4736.916992
	Iteration 57Q: 3 clusters Score -2488249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2488252.750000 Penalty: 4736.916992
	Iteration 58Q: 3 clusters Score -2488253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2488253.000000 Penalty: 4736.916992
	Iteration 59Q: 3 clusters Score -2488253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2488255.250000 Penalty: 4736.916992
	Iteration 60F: 3 clusters Score -2488255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2488254.250000 Penalty: 4736.916992
	Iteration 61Q: 3 clusters Score -2488254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2488254.000000 Penalty: 4736.916992
	Iteration 62Q: 3 clusters Score -2488254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2488255.500000 Penalty: 4736.916992
	Iteration 63Q: 3 clusters Score -2488256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2488253.500000 Penalty: 4736.916992
	Iteration 64Q: 3 clusters Score -2488254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2488254.750000 Penalty: 4736.916992
	Iteration 65Q: 3 clusters Score -2488255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2488256.750000 Penalty: 4736.916992
	Iteration 66Q: 3 clusters Score -2488257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2488258.250000 Penalty: 4736.916992
	Iteration 67Q: 3 clusters Score -2488258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2488259.000000 Penalty: 4736.916992
	Iteration 68Q: 3 clusters Score -2488259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2488259.000000 Penalty: 4736.916992
	Iteration 69F: 3 clusters Score -2488259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Entering Unmasked Estep 
Score: -2992565.250000 Penalty: 2415.847656
	Iteration 0F: 2 clusters Score -2992565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2980486.250000 Penalty: 4831.695312
	Iteration 0F: 3 clusters Score -2980486 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2984655.500000 Penalty: 4831.695312
	Iteration 1F: 3 clusters Score -2984656 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2985210.500000 Penalty: 4831.695312
	Iteration 2F: 3 clusters Score -2985210 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2985748.500000 Penalty: 4831.695312
	Iteration 3F: 3 clusters Score -2985748 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2986218.250000 Penalty: 4831.695312
	Iteration 4F: 3 clusters Score -2986218 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2986593.500000 Penalty: 4831.695312
	Iteration 5Q: 3 clusters Score -2986594 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2986938.750000 Penalty: 4831.695312
	Iteration 6Q: 3 clusters Score -2986939 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2987271.250000 Penalty: 4831.695312
	Iteration 7Q: 3 clusters Score -2987271 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2987636.500000 Penalty: 4831.695312
	Iteration 8Q: 3 clusters Score -2987636 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2987988.750000 Penalty: 4831.695312
	Iteration 9Q: 3 clusters Score -2987989 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2988388.750000 Penalty: 4831.695312
	Iteration 10Q: 3 clusters Score -2988389 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2988807.250000 Penalty: 4831.695312
	Iteration 11Q: 3 clusters Score -2988807 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2989252.750000 Penalty: 4831.695312
	Iteration 12Q: 3 clusters Score -2989253 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2989717.500000 Penalty: 4831.695312
	Iteration 13Q: 3 clusters Score -2989718 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2990086.250000 Penalty: 4831.695312
	Iteration 14Q: 3 clusters Score -2990086 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2990358.500000 Penalty: 4831.695312
	Iteration 15Q: 3 clusters Score -2990358 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2990555.000000 Penalty: 4831.695312
	Iteration 16Q: 3 clusters Score -2990555 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2990718.750000 Penalty: 4831.695312
	Iteration 17Q: 3 clusters Score -2990719 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2990840.250000 Penalty: 4831.695312
	Iteration 18Q: 3 clusters Score -2990840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2990948.250000 Penalty: 4831.695312
	Iteration 19Q: 3 clusters Score -2990948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2991047.500000 Penalty: 4831.695312
	Iteration 20F: 3 clusters Score -2991048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2991129.000000 Penalty: 4831.695312
	Iteration 21Q: 3 clusters Score -2991129 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2991187.500000 Penalty: 4831.695312
	Iteration 22Q: 3 clusters Score -2991188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2991239.500000 Penalty: 4831.695312
	Iteration 23Q: 3 clusters Score -2991240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2991285.750000 Penalty: 4831.695312
	Iteration 24Q: 3 clusters Score -2991286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2991324.000000 Penalty: 4831.695312
	Iteration 25Q: 3 clusters Score -2991324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2991351.000000 Penalty: 4831.695312
	Iteration 26Q: 3 clusters Score -2991351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2991361.000000 Penalty: 4831.695312
	Iteration 27Q: 3 clusters Score -2991361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2991372.500000 Penalty: 4831.695312
	Iteration 28Q: 3 clusters Score -2991372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2991380.000000 Penalty: 4831.695312
	Iteration 29Q: 3 clusters Score -2991380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2991385.250000 Penalty: 4831.695312
	Iteration 30Q: 3 clusters Score -2991385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2991390.000000 Penalty: 4831.695312
	Iteration 31Q: 3 clusters Score -2991390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2991392.000000 Penalty: 4831.695312
	Iteration 32Q: 3 clusters Score -2991392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2991394.500000 Penalty: 4831.695312
	Iteration 33Q: 3 clusters Score -2991394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2991402.000000 Penalty: 4831.695312
	Iteration 34Q: 3 clusters Score -2991402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2991407.000000 Penalty: 4831.695312
	Iteration 35Q: 3 clusters Score -2991407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2991407.250000 Penalty: 4831.695312
	Iteration 36Q: 3 clusters Score -2991407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2991405.750000 Penalty: 4831.695312
	Iteration 37Q: 3 clusters Score -2991406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2991412.750000 Penalty: 4831.695312
	Iteration 38Q: 3 clusters Score -2991413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2991413.000000 Penalty: 4831.695312
	Iteration 39Q: 3 clusters Score -2991413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2991414.500000 Penalty: 4831.695312
	Iteration 40F: 3 clusters Score -2991414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2991416.250000 Penalty: 4831.695312
	Iteration 41Q: 3 clusters Score -2991416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2991412.500000 Penalty: 4831.695312
	Iteration 42Q: 3 clusters Score -2991412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2991413.750000 Penalty: 4831.695312
	Iteration 43Q: 3 clusters Score -2991414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2991413.750000 Penalty: 4831.695312
	Iteration 44F: 3 clusters Score -2991414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124188.468750 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124188.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125198.171875 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -125198.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -125742.351562 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125742.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -125992.062500 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125992.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -126209.132812 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -126209.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126333.671875 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -126333.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126421.093750 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -126421.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -126499.054688 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -126499.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126554.710938 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -126554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -126589.820312 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -126589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126613.156250 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -126613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126623.304688 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126629.609375 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126632.250000 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126632.250000 Penalty: 3449.500977
	Iteration 14F: 3 clusters Score -126632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37002 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 50372 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22075 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 44542 members 
Mstep: Class 15 contains 35412 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46456 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 34238 members 
Mstep: Class 20 contains 41522 members 
Mstep: Class 21 contains 15843 members 
Mstep: Class 22 contains 48656 members 
Mstep: Class 23 contains 50935 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44548 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40471 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 46533 members 
Mstep: Class 30 contains 49008 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20607 members 
Mstep: Class 34 contains 68176 members 
Mstep: Class 35 contains 37093 members 
Mstep: Class 36 contains 43968 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 43935 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52413 members 
Mstep: Class 41 contains 540 members 
Entering Unmasked Estep 
Score: -196428992.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196430432.000000 to -196428992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -93649.437500 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -93649.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92041.820312 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -92041.82 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92411.171875 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -92411.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92685.046875 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -92685.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92950.789062 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -92950.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93275.656250 Penalty: 3203.335693
	Iteration 4F: 3 clusters Score -93275.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93452.406250 Penalty: 3203.335693
	Iteration 5F: 3 clusters Score -93452.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93581.679688 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -93581.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93679.312500 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -93679.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93723.976562 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -93723.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93752.476562 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -93752.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93771.257812 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -93771.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93778.343750 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -93778.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93792.671875 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -93792.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93793.937500 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -93793.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93795.164062 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -93795.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93795.164062 Penalty: 3203.335693
	Iteration 15F: 3 clusters Score -93795.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 37002 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 50372 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22075 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 44542 members 
Mstep: Class 15 contains 35412 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46456 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 34238 members 
Mstep: Class 20 contains 41522 members 
Mstep: Class 21 contains 15843 members 
Mstep: Class 22 contains 48656 members 
Mstep: Class 23 contains 50935 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44548 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40471 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 46533 members 
Mstep: Class 30 contains 49008 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20607 members 
Mstep: Class 34 contains 68176 members 
Mstep: Class 35 contains 37093 members 
Mstep: Class 36 contains 43968 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 43935 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52413 members 
Mstep: Class 41 contains 303 members 
Entering Unmasked Estep 
Score: -196428240.000000 Penalty: 141646.312500
Splitting cluster 7 changes total score from -196430432.000000 to -196428240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (37002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Entering Unmasked Estep 
Score: -6638460.000000 Penalty: 2608.644287
	Iteration 0F: 2 clusters Score -6638460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -6613423.000000 Penalty: 5217.288574
	Iteration 0F: 3 clusters Score -6613423 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -6622424.000000 Penalty: 5217.288574
	Iteration 1F: 3 clusters Score -6622424 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -6622870.000000 Penalty: 5217.288574
	Iteration 2Q: 3 clusters Score -6622870 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6623329.000000 Penalty: 5217.288574
	Iteration 3Q: 3 clusters Score -6623329 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -6623871.000000 Penalty: 5217.288574
	Iteration 4Q: 3 clusters Score -6623871 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -6624403.500000 Penalty: 5217.288574
	Iteration 5Q: 3 clusters Score -6624404 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -6625023.000000 Penalty: 5217.288574
	Iteration 6Q: 3 clusters Score -6625023 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6625631.500000 Penalty: 5217.288574
	Iteration 7Q: 3 clusters Score -6625632 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -6626351.000000 Penalty: 5217.288574
	Iteration 8Q: 3 clusters Score -6626351 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -6627073.500000 Penalty: 5217.288574
	Iteration 9Q: 3 clusters Score -6627074 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -6627938.000000 Penalty: 5217.288574
	Iteration 10Q: 3 clusters Score -6627938 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -6628718.500000 Penalty: 5217.288574
	Iteration 11Q: 3 clusters Score -6628718 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -6629524.500000 Penalty: 5217.288574
	Iteration 12Q: 3 clusters Score -6629524 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -6630326.000000 Penalty: 5217.288574
	Iteration 13Q: 3 clusters Score -6630326 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -6631029.500000 Penalty: 5217.288574
	Iteration 14Q: 3 clusters Score -6631030 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -6631786.000000 Penalty: 5217.288574
	Iteration 15Q: 3 clusters Score -6631786 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6632444.000000 Penalty: 5217.288574
	Iteration 16Q: 3 clusters Score -6632444 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6633004.500000 Penalty: 5217.288574
	Iteration 17Q: 3 clusters Score -6633004 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6633508.000000 Penalty: 5217.288574
	Iteration 18Q: 3 clusters Score -6633508 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -6633928.500000 Penalty: 5217.288574
	Iteration 19Q: 3 clusters Score -6633928 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -6634355.500000 Penalty: 5217.288574
	Iteration 20F: 3 clusters Score -6634356 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6634678.000000 Penalty: 5217.288574
	Iteration 21Q: 3 clusters Score -6634678 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6634938.000000 Penalty: 5217.288574
	Iteration 22Q: 3 clusters Score -6634938 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6635204.500000 Penalty: 5217.288574
	Iteration 23Q: 3 clusters Score -6635204 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6635425.000000 Penalty: 5217.288574
	Iteration 24Q: 3 clusters Score -6635425 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6635562.500000 Penalty: 5217.288574
	Iteration 25Q: 3 clusters Score -6635562 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6635696.000000 Penalty: 5217.288574
	Iteration 26Q: 3 clusters Score -6635696 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6635790.000000 Penalty: 5217.288574
	Iteration 27Q: 3 clusters Score -6635790 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6635878.000000 Penalty: 5217.288574
	Iteration 28Q: 3 clusters Score -6635878 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6635980.000000 Penalty: 5217.288574
	Iteration 29Q: 3 clusters Score -6635980 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6636059.500000 Penalty: 5217.288574
	Iteration 30Q: 3 clusters Score -6636060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6636131.500000 Penalty: 5217.288574
	Iteration 31Q: 3 clusters Score -6636132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6636184.500000 Penalty: 5217.288574
	Iteration 32Q: 3 clusters Score -6636184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6636212.000000 Penalty: 5217.288574
	Iteration 33Q: 3 clusters Score -6636212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6636223.500000 Penalty: 5217.288574
	Iteration 34Q: 3 clusters Score -6636224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6636248.500000 Penalty: 5217.288574
	Iteration 35Q: 3 clusters Score -6636248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6636268.000000 Penalty: 5217.288574
	Iteration 36Q: 3 clusters Score -6636268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6636292.000000 Penalty: 5217.288574
	Iteration 37Q: 3 clusters Score -6636292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6636293.500000 Penalty: 5217.288574
	Iteration 38Q: 3 clusters Score -6636294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6636299.000000 Penalty: 5217.288574
	Iteration 39Q: 3 clusters Score -6636299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6636318.000000 Penalty: 5217.288574
	Iteration 40F: 3 clusters Score -6636318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6636316.000000 Penalty: 5217.288574
	Iteration 41Q: 3 clusters Score -6636316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6636321.500000 Penalty: 5217.288574
	Iteration 42Q: 3 clusters Score -6636322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6636322.000000 Penalty: 5217.288574
	Iteration 43Q: 3 clusters Score -6636322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6636325.000000 Penalty: 5217.288574
	Iteration 44Q: 3 clusters Score -6636325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6636325.500000 Penalty: 5217.288574
	Iteration 45Q: 3 clusters Score -6636326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6636335.500000 Penalty: 5217.288574
	Iteration 46Q: 3 clusters Score -6636336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6636335.500000 Penalty: 5217.288574
	Iteration 47F: 3 clusters Score -6636336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Entering Unmasked Estep 
Score: -1280867.125000 Penalty: 2206.286133
	Iteration 0F: 2 clusters Score -1280867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1274886.000000 Penalty: 4412.572266
	Iteration 0F: 3 clusters Score -1274886 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1276649.875000 Penalty: 4412.572266
	Iteration 1F: 3 clusters Score -1276650 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1277166.500000 Penalty: 4412.572266
	Iteration 2F: 3 clusters Score -1277166 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1277628.000000 Penalty: 4412.572266
	Iteration 3F: 3 clusters Score -1277628 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1278043.250000 Penalty: 4412.572266
	Iteration 4F: 3 clusters Score -1278043 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1278370.250000 Penalty: 4412.572266
	Iteration 5F: 3 clusters Score -1278370 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1278662.125000 Penalty: 4412.572266
	Iteration 6F: 3 clusters Score -1278662 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1278928.625000 Penalty: 4412.572266
	Iteration 7Q: 3 clusters Score -1278929 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1279131.875000 Penalty: 4412.572266
	Iteration 8Q: 3 clusters Score -1279132 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1279291.625000 Penalty: 4412.572266
	Iteration 9Q: 3 clusters Score -1279292 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1279396.625000 Penalty: 4412.572266
	Iteration 10Q: 3 clusters Score -1279397 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1279484.750000 Penalty: 4412.572266
	Iteration 11Q: 3 clusters Score -1279485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1279546.000000 Penalty: 4412.572266
	Iteration 12Q: 3 clusters Score -1279546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1279589.750000 Penalty: 4412.572266
	Iteration 13Q: 3 clusters Score -1279590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1279623.875000 Penalty: 4412.572266
	Iteration 14Q: 3 clusters Score -1279624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1279645.500000 Penalty: 4412.572266
	Iteration 15Q: 3 clusters Score -1279646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1279661.000000 Penalty: 4412.572266
	Iteration 16Q: 3 clusters Score -1279661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1279669.625000 Penalty: 4412.572266
	Iteration 17Q: 3 clusters Score -1279670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1279677.875000 Penalty: 4412.572266
	Iteration 18Q: 3 clusters Score -1279678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1279685.625000 Penalty: 4412.572266
	Iteration 19Q: 3 clusters Score -1279686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1279695.375000 Penalty: 4412.572266
	Iteration 20F: 3 clusters Score -1279695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1279697.625000 Penalty: 4412.572266
	Iteration 21Q: 3 clusters Score -1279698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1279701.125000 Penalty: 4412.572266
	Iteration 22Q: 3 clusters Score -1279701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1279700.375000 Penalty: 4412.572266
	Iteration 23Q: 3 clusters Score -1279700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1279704.250000 Penalty: 4412.572266
	Iteration 24Q: 3 clusters Score -1279704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1279706.625000 Penalty: 4412.572266
	Iteration 25Q: 3 clusters Score -1279707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1279707.500000 Penalty: 4412.572266
	Iteration 26Q: 3 clusters Score -1279708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1279707.500000 Penalty: 4412.572266
	Iteration 27F: 3 clusters Score -1279708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Entering Unmasked Estep 
Score: -8944175.000000 Penalty: 2685.143311
	Iteration 0F: 2 clusters Score -8944175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -8913013.000000 Penalty: 5370.286621
	Iteration 0F: 3 clusters Score -8913013 nChanged 23209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -8925789.000000 Penalty: 5370.286621
	Iteration 1F: 3 clusters Score -8925789 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -8926443.000000 Penalty: 5370.286621
	Iteration 2Q: 3 clusters Score -8926443 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8927118.000000 Penalty: 5370.286621
	Iteration 3Q: 3 clusters Score -8927118 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8927972.000000 Penalty: 5370.286621
	Iteration 4Q: 3 clusters Score -8927972 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -8929030.000000 Penalty: 5370.286621
	Iteration 5Q: 3 clusters Score -8929030 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8930920.000000 Penalty: 5370.286621
	Iteration 6F: 3 clusters Score -8930920 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -8933676.000000 Penalty: 5370.286621
	Iteration 7F: 3 clusters Score -8933676 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -8937187.000000 Penalty: 5370.286621
	Iteration 8F: 3 clusters Score -8937187 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -8940416.000000 Penalty: 5370.286621
	Iteration 9F: 3 clusters Score -8940416 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8942185.000000 Penalty: 5370.286621
	Iteration 10Q: 3 clusters Score -8942185 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8943049.000000 Penalty: 5370.286621
	Iteration 11Q: 3 clusters Score -8943049 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8943440.000000 Penalty: 5370.286621
	Iteration 12Q: 3 clusters Score -8943440 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8943639.000000 Penalty: 5370.286621
	Iteration 13Q: 3 clusters Score -8943639 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8943723.000000 Penalty: 5370.286621
	Iteration 14Q: 3 clusters Score -8943723 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8943762.000000 Penalty: 5370.286621
	Iteration 15Q: 3 clusters Score -8943762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8943790.000000 Penalty: 5370.286621
	Iteration 16Q: 3 clusters Score -8943790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8943820.000000 Penalty: 5370.286621
	Iteration 17Q: 3 clusters Score -8943820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8943842.000000 Penalty: 5370.286621
	Iteration 18Q: 3 clusters Score -8943842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8943852.000000 Penalty: 5370.286621
	Iteration 19Q: 3 clusters Score -8943852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8943881.000000 Penalty: 5370.286621
	Iteration 20F: 3 clusters Score -8943881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8943884.000000 Penalty: 5370.286621
	Iteration 21Q: 3 clusters Score -8943884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8943889.000000 Penalty: 5370.286621
	Iteration 22Q: 3 clusters Score -8943889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8943886.000000 Penalty: 5370.286621
	Iteration 23Q: 3 clusters Score -8943886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8943883.000000 Penalty: 5370.286621
	Iteration 24Q: 3 clusters Score -8943883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8943883.000000 Penalty: 5370.286621
	Iteration 25Q: 3 clusters Score -8943883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8943888.000000 Penalty: 5370.286621
	Iteration 26Q: 3 clusters Score -8943888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8943888.000000 Penalty: 5370.286621
	Iteration 27Q: 3 clusters Score -8943888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8943888.000000 Penalty: 5370.286621
	Iteration 28F: 3 clusters Score -8943888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -1853765.625000 Penalty: 2296.169922
	Iteration 0F: 2 clusters Score -1853766 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 5265 members 
Entering Unmasked Estep 
Score: -1845799.750000 Penalty: 4592.339844
	Iteration 0F: 3 clusters Score -1845800 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1848159.000000 Penalty: 4592.339844
	Iteration 1F: 3 clusters Score -1848159 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1848507.250000 Penalty: 4592.339844
	Iteration 2F: 3 clusters Score -1848507 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1848773.125000 Penalty: 4592.339844
	Iteration 3F: 3 clusters Score -1848773 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1848987.750000 Penalty: 4592.339844
	Iteration 4Q: 3 clusters Score -1848988 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1849126.125000 Penalty: 4592.339844
	Iteration 5Q: 3 clusters Score -1849126 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1849233.625000 Penalty: 4592.339844
	Iteration 6Q: 3 clusters Score -1849234 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1849350.875000 Penalty: 4592.339844
	Iteration 7Q: 3 clusters Score -1849351 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1849474.375000 Penalty: 4592.339844
	Iteration 8Q: 3 clusters Score -1849474 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1849580.625000 Penalty: 4592.339844
	Iteration 9Q: 3 clusters Score -1849581 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1849702.250000 Penalty: 4592.339844
	Iteration 10Q: 3 clusters Score -1849702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1849822.250000 Penalty: 4592.339844
	Iteration 11Q: 3 clusters Score -1849822 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1849964.000000 Penalty: 4592.339844
	Iteration 12Q: 3 clusters Score -1849964 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1850100.750000 Penalty: 4592.339844
	Iteration 13Q: 3 clusters Score -1850101 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1850260.000000 Penalty: 4592.339844
	Iteration 14Q: 3 clusters Score -1850260 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1850397.000000 Penalty: 4592.339844
	Iteration 15Q: 3 clusters Score -1850397 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1850574.250000 Penalty: 4592.339844
	Iteration 16Q: 3 clusters Score -1850574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1850734.000000 Penalty: 4592.339844
	Iteration 17Q: 3 clusters Score -1850734 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1850867.750000 Penalty: 4592.339844
	Iteration 18Q: 3 clusters Score -1850868 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1850968.875000 Penalty: 4592.339844
	Iteration 19Q: 3 clusters Score -1850969 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1851051.750000 Penalty: 4592.339844
	Iteration 20F: 3 clusters Score -1851052 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1851127.125000 Penalty: 4592.339844
	Iteration 21Q: 3 clusters Score -1851127 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1851195.625000 Penalty: 4592.339844
	Iteration 22Q: 3 clusters Score -1851196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1851251.875000 Penalty: 4592.339844
	Iteration 23Q: 3 clusters Score -1851252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1851305.625000 Penalty: 4592.339844
	Iteration 24Q: 3 clusters Score -1851306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1851339.250000 Penalty: 4592.339844
	Iteration 25Q: 3 clusters Score -1851339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1851378.500000 Penalty: 4592.339844
	Iteration 26Q: 3 clusters Score -1851378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1851404.250000 Penalty: 4592.339844
	Iteration 27Q: 3 clusters Score -1851404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1851435.375000 Penalty: 4592.339844
	Iteration 28Q: 3 clusters Score -1851435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1851459.125000 Penalty: 4592.339844
	Iteration 29Q: 3 clusters Score -1851459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1851481.750000 Penalty: 4592.339844
	Iteration 30Q: 3 clusters Score -1851482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1851503.750000 Penalty: 4592.339844
	Iteration 31Q: 3 clusters Score -1851504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1851520.625000 Penalty: 4592.339844
	Iteration 32Q: 3 clusters Score -1851521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1851534.125000 Penalty: 4592.339844
	Iteration 33Q: 3 clusters Score -1851534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1851551.000000 Penalty: 4592.339844
	Iteration 34Q: 3 clusters Score -1851551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1851567.375000 Penalty: 4592.339844
	Iteration 35Q: 3 clusters Score -1851567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1851578.250000 Penalty: 4592.339844
	Iteration 36Q: 3 clusters Score -1851578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1851590.250000 Penalty: 4592.339844
	Iteration 37Q: 3 clusters Score -1851590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1851602.750000 Penalty: 4592.339844
	Iteration 38Q: 3 clusters Score -1851603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1851617.000000 Penalty: 4592.339844
	Iteration 39Q: 3 clusters Score -1851617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1851624.500000 Penalty: 4592.339844
	Iteration 40F: 3 clusters Score -1851624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1851629.750000 Penalty: 4592.339844
	Iteration 41Q: 3 clusters Score -1851630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1851636.000000 Penalty: 4592.339844
	Iteration 42Q: 3 clusters Score -1851636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1851644.250000 Penalty: 4592.339844
	Iteration 43Q: 3 clusters Score -1851644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1851649.500000 Penalty: 4592.339844
	Iteration 44Q: 3 clusters Score -1851650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1851659.750000 Penalty: 4592.339844
	Iteration 45Q: 3 clusters Score -1851660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1851662.000000 Penalty: 4592.339844
	Iteration 46Q: 3 clusters Score -1851662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1851665.500000 Penalty: 4592.339844
	Iteration 47Q: 3 clusters Score -1851666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1851675.125000 Penalty: 4592.339844
	Iteration 48Q: 3 clusters Score -1851675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1851675.875000 Penalty: 4592.339844
	Iteration 49Q: 3 clusters Score -1851676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1851676.875000 Penalty: 4592.339844
	Iteration 50Q: 3 clusters Score -1851677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1851682.250000 Penalty: 4592.339844
	Iteration 51Q: 3 clusters Score -1851682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1851681.375000 Penalty: 4592.339844
	Iteration 52Q: 3 clusters Score -1851681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1851688.250000 Penalty: 4592.339844
	Iteration 53Q: 3 clusters Score -1851688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1851689.125000 Penalty: 4592.339844
	Iteration 54Q: 3 clusters Score -1851689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1851693.375000 Penalty: 4592.339844
	Iteration 55Q: 3 clusters Score -1851693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1851693.875000 Penalty: 4592.339844
	Iteration 56Q: 3 clusters Score -1851694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1851696.500000 Penalty: 4592.339844
	Iteration 57Q: 3 clusters Score -1851696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1851701.500000 Penalty: 4592.339844
	Iteration 58Q: 3 clusters Score -1851702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1851707.500000 Penalty: 4592.339844
	Iteration 59Q: 3 clusters Score -1851708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1851709.250000 Penalty: 4592.339844
	Iteration 60F: 3 clusters Score -1851709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1851713.250000 Penalty: 4592.339844
	Iteration 61Q: 3 clusters Score -1851713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1851713.750000 Penalty: 4592.339844
	Iteration 62Q: 3 clusters Score -1851714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1851719.875000 Penalty: 4592.339844
	Iteration 63Q: 3 clusters Score -1851720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1851725.750000 Penalty: 4592.339844
	Iteration 64Q: 3 clusters Score -1851726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1851726.250000 Penalty: 4592.339844
	Iteration 65Q: 3 clusters Score -1851726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1851728.375000 Penalty: 4592.339844
	Iteration 66Q: 3 clusters Score -1851728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1851737.000000 Penalty: 4592.339844
	Iteration 67Q: 3 clusters Score -1851737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1851737.000000 Penalty: 4592.339844
	Iteration 68Q: 3 clusters Score -1851737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1851742.500000 Penalty: 4592.339844
	Iteration 69Q: 3 clusters Score -1851742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1851749.375000 Penalty: 4592.339844
	Iteration 70Q: 3 clusters Score -1851749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1851754.875000 Penalty: 4592.339844
	Iteration 71Q: 3 clusters Score -1851755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1851757.750000 Penalty: 4592.339844
	Iteration 72Q: 3 clusters Score -1851758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1851758.250000 Penalty: 4592.339844
	Iteration 73Q: 3 clusters Score -1851758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1851761.000000 Penalty: 4592.339844
	Iteration 74Q: 3 clusters Score -1851761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1851764.250000 Penalty: 4592.339844
	Iteration 75Q: 3 clusters Score -1851764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1851767.250000 Penalty: 4592.339844
	Iteration 76Q: 3 clusters Score -1851767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1851768.500000 Penalty: 4592.339844
	Iteration 77Q: 3 clusters Score -1851768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1851769.375000 Penalty: 4592.339844
	Iteration 78Q: 3 clusters Score -1851769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1851769.375000 Penalty: 4592.339844
	Iteration 79F: 3 clusters Score -1851769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Entering Unmasked Estep 
Score: -3956796.500000 Penalty: 2480.545898
	Iteration 0F: 2 clusters Score -3956796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3941425.500000 Penalty: 4961.091797
	Iteration 0F: 3 clusters Score -3941426 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3946475.750000 Penalty: 4961.091797
	Iteration 1F: 3 clusters Score -3946476 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3946901.000000 Penalty: 4961.091797
	Iteration 2F: 3 clusters Score -3946901 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3947224.000000 Penalty: 4961.091797
	Iteration 3Q: 3 clusters Score -3947224 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3947589.000000 Penalty: 4961.091797
	Iteration 4Q: 3 clusters Score -3947589 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3947946.250000 Penalty: 4961.091797
	Iteration 5Q: 3 clusters Score -3947946 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3948409.750000 Penalty: 4961.091797
	Iteration 6Q: 3 clusters Score -3948410 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3949011.750000 Penalty: 4961.091797
	Iteration 7Q: 3 clusters Score -3949012 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3949865.250000 Penalty: 4961.091797
	Iteration 8F: 3 clusters Score -3949865 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3950949.750000 Penalty: 4961.091797
	Iteration 9F: 3 clusters Score -3950950 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3952066.750000 Penalty: 4961.091797
	Iteration 10F: 3 clusters Score -3952067 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3952960.250000 Penalty: 4961.091797
	Iteration 11Q: 3 clusters Score -3952960 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3953667.250000 Penalty: 4961.091797
	Iteration 12Q: 3 clusters Score -3953667 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3954093.500000 Penalty: 4961.091797
	Iteration 13Q: 3 clusters Score -3954094 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3954309.000000 Penalty: 4961.091797
	Iteration 14Q: 3 clusters Score -3954309 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3954434.250000 Penalty: 4961.091797
	Iteration 15Q: 3 clusters Score -3954434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3954504.500000 Penalty: 4961.091797
	Iteration 16Q: 3 clusters Score -3954504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3954552.000000 Penalty: 4961.091797
	Iteration 17Q: 3 clusters Score -3954552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3954583.750000 Penalty: 4961.091797
	Iteration 18Q: 3 clusters Score -3954584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3954617.750000 Penalty: 4961.091797
	Iteration 19Q: 3 clusters Score -3954618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3954638.250000 Penalty: 4961.091797
	Iteration 20F: 3 clusters Score -3954638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3954654.000000 Penalty: 4961.091797
	Iteration 21Q: 3 clusters Score -3954654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3954662.750000 Penalty: 4961.091797
	Iteration 22Q: 3 clusters Score -3954663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3954676.000000 Penalty: 4961.091797
	Iteration 23Q: 3 clusters Score -3954676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3954687.500000 Penalty: 4961.091797
	Iteration 24Q: 3 clusters Score -3954688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3954693.500000 Penalty: 4961.091797
	Iteration 25Q: 3 clusters Score -3954694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3954704.500000 Penalty: 4961.091797
	Iteration 26Q: 3 clusters Score -3954704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3954707.000000 Penalty: 4961.091797
	Iteration 27Q: 3 clusters Score -3954707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3954716.250000 Penalty: 4961.091797
	Iteration 28Q: 3 clusters Score -3954716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3954727.750000 Penalty: 4961.091797
	Iteration 29Q: 3 clusters Score -3954728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3954733.750000 Penalty: 4961.091797
	Iteration 30Q: 3 clusters Score -3954734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3954736.250000 Penalty: 4961.091797
	Iteration 31Q: 3 clusters Score -3954736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3954733.750000 Penalty: 4961.091797
	Iteration 32Q: 3 clusters Score -3954734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3954736.500000 Penalty: 4961.091797
	Iteration 33Q: 3 clusters Score -3954736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3954739.500000 Penalty: 4961.091797
	Iteration 34Q: 3 clusters Score -3954740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3954736.500000 Penalty: 4961.091797
	Iteration 35Q: 3 clusters Score -3954736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3954736.500000 Penalty: 4961.091797
	Iteration 36F: 3 clusters Score -3954736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Entering Unmasked Estep 
Score: -6812591.000000 Penalty: 2616.864258
	Iteration 0F: 2 clusters Score -6812591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -6786781.000000 Penalty: 5233.728516
	Iteration 0F: 3 clusters Score -6786781 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -6796571.500000 Penalty: 5233.728516
	Iteration 1F: 3 clusters Score -6796572 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -6797462.500000 Penalty: 5233.728516
	Iteration 2F: 3 clusters Score -6797462 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -6798684.500000 Penalty: 5233.728516
	Iteration 3F: 3 clusters Score -6798684 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -6800242.500000 Penalty: 5233.728516
	Iteration 4F: 3 clusters Score -6800242 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -6802237.000000 Penalty: 5233.728516
	Iteration 5F: 3 clusters Score -6802237 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -6804264.000000 Penalty: 5233.728516
	Iteration 6F: 3 clusters Score -6804264 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -6805768.500000 Penalty: 5233.728516
	Iteration 7F: 3 clusters Score -6805768 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -6807014.000000 Penalty: 5233.728516
	Iteration 8Q: 3 clusters Score -6807014 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6807900.500000 Penalty: 5233.728516
	Iteration 9Q: 3 clusters Score -6807900 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6808691.000000 Penalty: 5233.728516
	Iteration 10Q: 3 clusters Score -6808691 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6809327.000000 Penalty: 5233.728516
	Iteration 11Q: 3 clusters Score -6809327 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6809774.000000 Penalty: 5233.728516
	Iteration 12Q: 3 clusters Score -6809774 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6810016.000000 Penalty: 5233.728516
	Iteration 13Q: 3 clusters Score -6810016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6810145.000000 Penalty: 5233.728516
	Iteration 14Q: 3 clusters Score -6810145 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6810270.500000 Penalty: 5233.728516
	Iteration 15Q: 3 clusters Score -6810270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6810365.000000 Penalty: 5233.728516
	Iteration 16Q: 3 clusters Score -6810365 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6810433.500000 Penalty: 5233.728516
	Iteration 17Q: 3 clusters Score -6810434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6810465.000000 Penalty: 5233.728516
	Iteration 18Q: 3 clusters Score -6810465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6810481.500000 Penalty: 5233.728516
	Iteration 19Q: 3 clusters Score -6810482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6810511.500000 Penalty: 5233.728516
	Iteration 20F: 3 clusters Score -6810512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6810530.000000 Penalty: 5233.728516
	Iteration 21Q: 3 clusters Score -6810530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6810529.000000 Penalty: 5233.728516
	Iteration 22Q: 3 clusters Score -6810529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6810537.000000 Penalty: 5233.728516
	Iteration 23Q: 3 clusters Score -6810537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6810554.000000 Penalty: 5233.728516
	Iteration 24Q: 3 clusters Score -6810554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6810554.500000 Penalty: 5233.728516
	Iteration 25Q: 3 clusters Score -6810554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6810562.000000 Penalty: 5233.728516
	Iteration 26Q: 3 clusters Score -6810562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6810565.000000 Penalty: 5233.728516
	Iteration 27Q: 3 clusters Score -6810565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6810574.000000 Penalty: 5233.728516
	Iteration 28Q: 3 clusters Score -6810574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6810573.000000 Penalty: 5233.728516
	Iteration 29Q: 3 clusters Score -6810573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6810573.000000 Penalty: 5233.728516
	Iteration 30F: 3 clusters Score -6810573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Entering Unmasked Estep 
Score: -8041375.500000 Penalty: 2654.638428
	Iteration 0F: 2 clusters Score -8041376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -8012309.500000 Penalty: 5309.276855
	Iteration 0F: 3 clusters Score -8012310 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8023717.500000 Penalty: 5309.276855
	Iteration 1F: 3 clusters Score -8023718 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -8024147.000000 Penalty: 5309.276855
	Iteration 2Q: 3 clusters Score -8024147 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8024496.500000 Penalty: 5309.276855
	Iteration 3Q: 3 clusters Score -8024496 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -8024954.000000 Penalty: 5309.276855
	Iteration 4Q: 3 clusters Score -8024954 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -8025540.000000 Penalty: 5309.276855
	Iteration 5Q: 3 clusters Score -8025540 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -8026395.000000 Penalty: 5309.276855
	Iteration 6Q: 3 clusters Score -8026395 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -8027676.000000 Penalty: 5309.276855
	Iteration 7F: 3 clusters Score -8027676 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -8029759.000000 Penalty: 5309.276855
	Iteration 8F: 3 clusters Score -8029759 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -8032681.000000 Penalty: 5309.276855
	Iteration 9F: 3 clusters Score -8032681 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -8035598.000000 Penalty: 5309.276855
	Iteration 10F: 3 clusters Score -8035598 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -8037667.000000 Penalty: 5309.276855
	Iteration 11F: 3 clusters Score -8037667 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8038635.000000 Penalty: 5309.276855
	Iteration 12Q: 3 clusters Score -8038635 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -8039140.000000 Penalty: 5309.276855
	Iteration 13Q: 3 clusters Score -8039140 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8039333.500000 Penalty: 5309.276855
	Iteration 14Q: 3 clusters Score -8039334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -8039407.500000 Penalty: 5309.276855
	Iteration 15Q: 3 clusters Score -8039408 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8039459.500000 Penalty: 5309.276855
	Iteration 16Q: 3 clusters Score -8039460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -8039487.000000 Penalty: 5309.276855
	Iteration 17Q: 3 clusters Score -8039487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -8039511.000000 Penalty: 5309.276855
	Iteration 18Q: 3 clusters Score -8039511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8039505.500000 Penalty: 5309.276855
	Iteration 19Q: 3 clusters Score -8039506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8039527.500000 Penalty: 5309.276855
	Iteration 20F: 3 clusters Score -8039528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -8039530.000000 Penalty: 5309.276855
	Iteration 21Q: 3 clusters Score -8039530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -8039548.000000 Penalty: 5309.276855
	Iteration 22Q: 3 clusters Score -8039548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8039540.500000 Penalty: 5309.276855
	Iteration 23Q: 3 clusters Score -8039540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8039563.000000 Penalty: 5309.276855
	Iteration 24Q: 3 clusters Score -8039563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8039576.500000 Penalty: 5309.276855
	Iteration 25Q: 3 clusters Score -8039576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8039571.000000 Penalty: 5309.276855
	Iteration 26Q: 3 clusters Score -8039571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8039563.500000 Penalty: 5309.276855
	Iteration 27Q: 3 clusters Score -8039564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -8039573.000000 Penalty: 5309.276855
	Iteration 28Q: 3 clusters Score -8039573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8039573.500000 Penalty: 5309.276855
	Iteration 29Q: 3 clusters Score -8039574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8039569.000000 Penalty: 5309.276855
	Iteration 30Q: 3 clusters Score -8039569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -8039568.500000 Penalty: 5309.276855
	Iteration 31Q: 3 clusters Score -8039568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -8039574.000000 Penalty: 5309.276855
	Iteration 32Q: 3 clusters Score -8039574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -8039570.500000 Penalty: 5309.276855
	Iteration 33Q: 3 clusters Score -8039570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8039560.000000 Penalty: 5309.276855
	Iteration 34Q: 3 clusters Score -8039560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8039568.500000 Penalty: 5309.276855
	Iteration 35Q: 3 clusters Score -8039568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -8039572.000000 Penalty: 5309.276855
	Iteration 36Q: 3 clusters Score -8039572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8039570.500000 Penalty: 5309.276855
	Iteration 37Q: 3 clusters Score -8039570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -8039565.000000 Penalty: 5309.276855
	Iteration 38Q: 3 clusters Score -8039565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -8039565.000000 Penalty: 5309.276855
	Iteration 39F: 3 clusters Score -8039565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Entering Unmasked Estep 
Score: -6344858.500000 Penalty: 2597.751953
	Iteration 0F: 2 clusters Score -6344858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -6320640.000000 Penalty: 5195.503906
	Iteration 0F: 3 clusters Score -6320640 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -6329434.500000 Penalty: 5195.503906
	Iteration 1F: 3 clusters Score -6329434 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -6329885.500000 Penalty: 5195.503906
	Iteration 2Q: 3 clusters Score -6329886 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -6330403.500000 Penalty: 5195.503906
	Iteration 3Q: 3 clusters Score -6330404 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -6330979.000000 Penalty: 5195.503906
	Iteration 4Q: 3 clusters Score -6330979 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -6331777.000000 Penalty: 5195.503906
	Iteration 5Q: 3 clusters Score -6331777 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -6333021.000000 Penalty: 5195.503906
	Iteration 6F: 3 clusters Score -6333021 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -6334866.500000 Penalty: 5195.503906
	Iteration 7F: 3 clusters Score -6334866 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6337292.500000 Penalty: 5195.503906
	Iteration 8F: 3 clusters Score -6337292 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -6339614.000000 Penalty: 5195.503906
	Iteration 9F: 3 clusters Score -6339614 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -6341185.500000 Penalty: 5195.503906
	Iteration 10Q: 3 clusters Score -6341186 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -6341931.500000 Penalty: 5195.503906
	Iteration 11Q: 3 clusters Score -6341932 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -6342254.500000 Penalty: 5195.503906
	Iteration 12Q: 3 clusters Score -6342254 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -6342407.500000 Penalty: 5195.503906
	Iteration 13Q: 3 clusters Score -6342408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6342473.500000 Penalty: 5195.503906
	Iteration 14Q: 3 clusters Score -6342474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -6342534.500000 Penalty: 5195.503906
	Iteration 15Q: 3 clusters Score -6342534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -6342572.500000 Penalty: 5195.503906
	Iteration 16Q: 3 clusters Score -6342572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -6342595.500000 Penalty: 5195.503906
	Iteration 17Q: 3 clusters Score -6342596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -6342602.000000 Penalty: 5195.503906
	Iteration 18Q: 3 clusters Score -6342602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -6342610.500000 Penalty: 5195.503906
	Iteration 19Q: 3 clusters Score -6342610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -6342608.000000 Penalty: 5195.503906
	Iteration 20F: 3 clusters Score -6342608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6342614.000000 Penalty: 5195.503906
	Iteration 21Q: 3 clusters Score -6342614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6342612.000000 Penalty: 5195.503906
	Iteration 22Q: 3 clusters Score -6342612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -6342618.000000 Penalty: 5195.503906
	Iteration 23Q: 3 clusters Score -6342618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -6342623.500000 Penalty: 5195.503906
	Iteration 24Q: 3 clusters Score -6342624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -6342627.000000 Penalty: 5195.503906
	Iteration 25Q: 3 clusters Score -6342627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -6342629.000000 Penalty: 5195.503906
	Iteration 26Q: 3 clusters Score -6342629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -6342627.500000 Penalty: 5195.503906
	Iteration 27Q: 3 clusters Score -6342628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -6342627.500000 Penalty: 5195.503906
	Iteration 28F: 3 clusters Score -6342628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -104914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103356.078125 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -103356.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103728.304688 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -103728.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103941.726562 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -103941.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104132.757812 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -104132.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104230.117188 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -104230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104267.710938 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -104267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104283.875000 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -104283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104288.578125 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -104288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104291.101562 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -104291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104300.789062 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -104300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104308.195312 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -104308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104314.421875 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -104314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104318.945312 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -104318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104321.726562 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -104321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104321.726562 Penalty: 3193.125000
	Iteration 14F: 3 clusters Score -104321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Entering Unmasked Estep 
Score: -8360152.000000 Penalty: 2665.072754
	Iteration 0F: 2 clusters Score -8360152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -8330664.000000 Penalty: 5330.145508
	Iteration 0F: 3 clusters Score -8330664 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -8342641.000000 Penalty: 5330.145508
	Iteration 1F: 3 clusters Score -8342641 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -8343174.000000 Penalty: 5330.145508
	Iteration 2Q: 3 clusters Score -8343174 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -8343618.000000 Penalty: 5330.145508
	Iteration 3Q: 3 clusters Score -8343618 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -8344099.500000 Penalty: 5330.145508
	Iteration 4Q: 3 clusters Score -8344100 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -8344651.000000 Penalty: 5330.145508
	Iteration 5Q: 3 clusters Score -8344651 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -8345335.000000 Penalty: 5330.145508
	Iteration 6Q: 3 clusters Score -8345335 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -8346334.500000 Penalty: 5330.145508
	Iteration 7Q: 3 clusters Score -8346334 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -8347700.500000 Penalty: 5330.145508
	Iteration 8Q: 3 clusters Score -8347700 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -8349413.500000 Penalty: 5330.145508
	Iteration 9F: 3 clusters Score -8349414 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -8351201.500000 Penalty: 5330.145508
	Iteration 10F: 3 clusters Score -8351202 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -8352561.500000 Penalty: 5330.145508
	Iteration 11Q: 3 clusters Score -8352562 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -8353356.000000 Penalty: 5330.145508
	Iteration 12Q: 3 clusters Score -8353356 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -8353962.000000 Penalty: 5330.145508
	Iteration 13Q: 3 clusters Score -8353962 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -8354457.000000 Penalty: 5330.145508
	Iteration 14Q: 3 clusters Score -8354457 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -8354948.500000 Penalty: 5330.145508
	Iteration 15Q: 3 clusters Score -8354948 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -8355472.000000 Penalty: 5330.145508
	Iteration 16Q: 3 clusters Score -8355472 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -8355879.500000 Penalty: 5330.145508
	Iteration 17Q: 3 clusters Score -8355880 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -8356214.000000 Penalty: 5330.145508
	Iteration 18Q: 3 clusters Score -8356214 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -8356524.000000 Penalty: 5330.145508
	Iteration 19Q: 3 clusters Score -8356524 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8356802.000000 Penalty: 5330.145508
	Iteration 20F: 3 clusters Score -8356802 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -8356945.500000 Penalty: 5330.145508
	Iteration 21Q: 3 clusters Score -8356946 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8357110.500000 Penalty: 5330.145508
	Iteration 22Q: 3 clusters Score -8357110 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -8357164.500000 Penalty: 5330.145508
	Iteration 23Q: 3 clusters Score -8357164 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -8357255.500000 Penalty: 5330.145508
	Iteration 24Q: 3 clusters Score -8357256 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -8357349.000000 Penalty: 5330.145508
	Iteration 25Q: 3 clusters Score -8357349 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8357402.000000 Penalty: 5330.145508
	Iteration 26Q: 3 clusters Score -8357402 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -8357500.500000 Penalty: 5330.145508
	Iteration 27Q: 3 clusters Score -8357500 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -8357524.500000 Penalty: 5330.145508
	Iteration 28Q: 3 clusters Score -8357524 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8357546.000000 Penalty: 5330.145508
	Iteration 29Q: 3 clusters Score -8357546 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -8357571.000000 Penalty: 5330.145508
	Iteration 30Q: 3 clusters Score -8357571 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -8357605.500000 Penalty: 5330.145508
	Iteration 31Q: 3 clusters Score -8357606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -8357652.500000 Penalty: 5330.145508
	Iteration 32Q: 3 clusters Score -8357652 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -8357651.000000 Penalty: 5330.145508
	Iteration 33Q: 3 clusters Score -8357651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8357666.000000 Penalty: 5330.145508
	Iteration 34Q: 3 clusters Score -8357666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -8357713.000000 Penalty: 5330.145508
	Iteration 35Q: 3 clusters Score -8357713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8357726.000000 Penalty: 5330.145508
	Iteration 36Q: 3 clusters Score -8357726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8357746.500000 Penalty: 5330.145508
	Iteration 37Q: 3 clusters Score -8357746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -8357780.500000 Penalty: 5330.145508
	Iteration 38Q: 3 clusters Score -8357780 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -8357785.500000 Penalty: 5330.145508
	Iteration 39Q: 3 clusters Score -8357786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -8357809.000000 Penalty: 5330.145508
	Iteration 40F: 3 clusters Score -8357809 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -8357835.500000 Penalty: 5330.145508
	Iteration 41Q: 3 clusters Score -8357836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -8357849.500000 Penalty: 5330.145508
	Iteration 42Q: 3 clusters Score -8357850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8357857.000000 Penalty: 5330.145508
	Iteration 43Q: 3 clusters Score -8357857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -8357861.500000 Penalty: 5330.145508
	Iteration 44Q: 3 clusters Score -8357862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -8357882.000000 Penalty: 5330.145508
	Iteration 45Q: 3 clusters Score -8357882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -8357870.000000 Penalty: 5330.145508
	Iteration 46Q: 3 clusters Score -8357870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -8357878.000000 Penalty: 5330.145508
	Iteration 47Q: 3 clusters Score -8357878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -8357893.500000 Penalty: 5330.145508
	Iteration 48Q: 3 clusters Score -8357894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -8357905.000000 Penalty: 5330.145508
	Iteration 49Q: 3 clusters Score -8357905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -8357897.000000 Penalty: 5330.145508
	Iteration 50Q: 3 clusters Score -8357897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -8357898.500000 Penalty: 5330.145508
	Iteration 51Q: 3 clusters Score -8357898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -8357909.500000 Penalty: 5330.145508
	Iteration 52Q: 3 clusters Score -8357910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -8357906.500000 Penalty: 5330.145508
	Iteration 53Q: 3 clusters Score -8357906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -8357927.000000 Penalty: 5330.145508
	Iteration 54Q: 3 clusters Score -8357927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8357923.500000 Penalty: 5330.145508
	Iteration 55Q: 3 clusters Score -8357924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8357920.500000 Penalty: 5330.145508
	Iteration 56Q: 3 clusters Score -8357920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -8357913.000000 Penalty: 5330.145508
	Iteration 57Q: 3 clusters Score -8357913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -8357916.500000 Penalty: 5330.145508
	Iteration 58Q: 3 clusters Score -8357916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -8357910.500000 Penalty: 5330.145508
	Iteration 59Q: 3 clusters Score -8357910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8357904.000000 Penalty: 5330.145508
	Iteration 60F: 3 clusters Score -8357904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8357907.000000 Penalty: 5330.145508
	Iteration 61Q: 3 clusters Score -8357907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -8357925.000000 Penalty: 5330.145508
	Iteration 62Q: 3 clusters Score -8357925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8357915.000000 Penalty: 5330.145508
	Iteration 63Q: 3 clusters Score -8357915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -8357908.000000 Penalty: 5330.145508
	Iteration 64Q: 3 clusters Score -8357908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8357905.500000 Penalty: 5330.145508
	Iteration 65Q: 3 clusters Score -8357906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -8357910.000000 Penalty: 5330.145508
	Iteration 66Q: 3 clusters Score -8357910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8357916.000000 Penalty: 5330.145508
	Iteration 67Q: 3 clusters Score -8357916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -8357921.500000 Penalty: 5330.145508
	Iteration 68Q: 3 clusters Score -8357922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -8357919.000000 Penalty: 5330.145508
	Iteration 69Q: 3 clusters Score -8357919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -8357916.000000 Penalty: 5330.145508
	Iteration 70Q: 3 clusters Score -8357916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8357913.500000 Penalty: 5330.145508
	Iteration 71Q: 3 clusters Score -8357914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -8357916.000000 Penalty: 5330.145508
	Iteration 72Q: 3 clusters Score -8357916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -8357929.000000 Penalty: 5330.145508
	Iteration 73Q: 3 clusters Score -8357929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -8357939.000000 Penalty: 5330.145508
	Iteration 74Q: 3 clusters Score -8357939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8357945.000000 Penalty: 5330.145508
	Iteration 75Q: 3 clusters Score -8357945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8357939.000000 Penalty: 5330.145508
	Iteration 76Q: 3 clusters Score -8357939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -8357940.000000 Penalty: 5330.145508
	Iteration 77Q: 3 clusters Score -8357940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8357949.500000 Penalty: 5330.145508
	Iteration 78Q: 3 clusters Score -8357950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -8357948.500000 Penalty: 5330.145508
	Iteration 79Q: 3 clusters Score -8357948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8357939.500000 Penalty: 5330.145508
	Iteration 80F: 3 clusters Score -8357940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8357933.500000 Penalty: 5330.145508
	Iteration 81Q: 3 clusters Score -8357934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8357944.500000 Penalty: 5330.145508
	Iteration 82Q: 3 clusters Score -8357944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8357950.500000 Penalty: 5330.145508
	Iteration 83Q: 3 clusters Score -8357950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8357963.000000 Penalty: 5330.145508
	Iteration 84Q: 3 clusters Score -8357963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -8357949.000000 Penalty: 5330.145508
	Iteration 85Q: 3 clusters Score -8357949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8357953.500000 Penalty: 5330.145508
	Iteration 86Q: 3 clusters Score -8357954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8357954.500000 Penalty: 5330.145508
	Iteration 87Q: 3 clusters Score -8357954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8357955.000000 Penalty: 5330.145508
	Iteration 88Q: 3 clusters Score -8357955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -8357948.500000 Penalty: 5330.145508
	Iteration 89Q: 3 clusters Score -8357948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -8357957.500000 Penalty: 5330.145508
	Iteration 90Q: 3 clusters Score -8357958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -8357954.500000 Penalty: 5330.145508
	Iteration 91Q: 3 clusters Score -8357954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -8357956.500000 Penalty: 5330.145508
	Iteration 92Q: 3 clusters Score -8357956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8357951.500000 Penalty: 5330.145508
	Iteration 93Q: 3 clusters Score -8357952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8357948.500000 Penalty: 5330.145508
	Iteration 94Q: 3 clusters Score -8357948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8357946.500000 Penalty: 5330.145508
	Iteration 95Q: 3 clusters Score -8357946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8357946.500000 Penalty: 5330.145508
	Iteration 96F: 3 clusters Score -8357946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Entering Unmasked Estep 
Score: -2023978.250000 Penalty: 2323.884277
	Iteration 0F: 2 clusters Score -2023978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2015171.125000 Penalty: 4647.768555
	Iteration 0F: 3 clusters Score -2015171 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2018202.500000 Penalty: 4647.768555
	Iteration 1F: 3 clusters Score -2018202 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2018782.000000 Penalty: 4647.768555
	Iteration 2F: 3 clusters Score -2018782 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2019175.500000 Penalty: 4647.768555
	Iteration 3F: 3 clusters Score -2019176 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2019440.875000 Penalty: 4647.768555
	Iteration 4F: 3 clusters Score -2019441 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2019633.500000 Penalty: 4647.768555
	Iteration 5Q: 3 clusters Score -2019634 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2019806.250000 Penalty: 4647.768555
	Iteration 6Q: 3 clusters Score -2019806 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2019971.250000 Penalty: 4647.768555
	Iteration 7Q: 3 clusters Score -2019971 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2020113.250000 Penalty: 4647.768555
	Iteration 8Q: 3 clusters Score -2020113 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2020254.000000 Penalty: 4647.768555
	Iteration 9Q: 3 clusters Score -2020254 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2020380.375000 Penalty: 4647.768555
	Iteration 10Q: 3 clusters Score -2020380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2020500.375000 Penalty: 4647.768555
	Iteration 11Q: 3 clusters Score -2020500 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2020608.625000 Penalty: 4647.768555
	Iteration 12Q: 3 clusters Score -2020609 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2020716.875000 Penalty: 4647.768555
	Iteration 13Q: 3 clusters Score -2020717 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2020799.375000 Penalty: 4647.768555
	Iteration 14Q: 3 clusters Score -2020799 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2020893.625000 Penalty: 4647.768555
	Iteration 15Q: 3 clusters Score -2020894 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2020982.500000 Penalty: 4647.768555
	Iteration 16Q: 3 clusters Score -2020982 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2021069.000000 Penalty: 4647.768555
	Iteration 17Q: 3 clusters Score -2021069 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2021142.250000 Penalty: 4647.768555
	Iteration 18Q: 3 clusters Score -2021142 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2021226.125000 Penalty: 4647.768555
	Iteration 19Q: 3 clusters Score -2021226 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2021298.625000 Penalty: 4647.768555
	Iteration 20F: 3 clusters Score -2021299 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2021357.750000 Penalty: 4647.768555
	Iteration 21Q: 3 clusters Score -2021358 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2021419.750000 Penalty: 4647.768555
	Iteration 22Q: 3 clusters Score -2021420 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2021479.625000 Penalty: 4647.768555
	Iteration 23Q: 3 clusters Score -2021480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2021541.125000 Penalty: 4647.768555
	Iteration 24Q: 3 clusters Score -2021541 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2021597.625000 Penalty: 4647.768555
	Iteration 25Q: 3 clusters Score -2021598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2021649.250000 Penalty: 4647.768555
	Iteration 26Q: 3 clusters Score -2021649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2021695.375000 Penalty: 4647.768555
	Iteration 27Q: 3 clusters Score -2021695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2021738.250000 Penalty: 4647.768555
	Iteration 28Q: 3 clusters Score -2021738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2021785.500000 Penalty: 4647.768555
	Iteration 29Q: 3 clusters Score -2021786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2021821.875000 Penalty: 4647.768555
	Iteration 30Q: 3 clusters Score -2021822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2021866.250000 Penalty: 4647.768555
	Iteration 31Q: 3 clusters Score -2021866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2021917.000000 Penalty: 4647.768555
	Iteration 32Q: 3 clusters Score -2021917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2021948.625000 Penalty: 4647.768555
	Iteration 33Q: 3 clusters Score -2021949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2021984.875000 Penalty: 4647.768555
	Iteration 34Q: 3 clusters Score -2021985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2022044.125000 Penalty: 4647.768555
	Iteration 35Q: 3 clusters Score -2022044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2022090.000000 Penalty: 4647.768555
	Iteration 36Q: 3 clusters Score -2022090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2022133.750000 Penalty: 4647.768555
	Iteration 37Q: 3 clusters Score -2022134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2022165.375000 Penalty: 4647.768555
	Iteration 38Q: 3 clusters Score -2022165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2022207.375000 Penalty: 4647.768555
	Iteration 39Q: 3 clusters Score -2022207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2022236.750000 Penalty: 4647.768555
	Iteration 40F: 3 clusters Score -2022237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2022268.875000 Penalty: 4647.768555
	Iteration 41Q: 3 clusters Score -2022269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2022285.875000 Penalty: 4647.768555
	Iteration 42Q: 3 clusters Score -2022286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2022301.125000 Penalty: 4647.768555
	Iteration 43Q: 3 clusters Score -2022301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2022311.000000 Penalty: 4647.768555
	Iteration 44Q: 3 clusters Score -2022311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2022316.125000 Penalty: 4647.768555
	Iteration 45Q: 3 clusters Score -2022316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2022322.250000 Penalty: 4647.768555
	Iteration 46Q: 3 clusters Score -2022322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2022321.000000 Penalty: 4647.768555
	Iteration 47Q: 3 clusters Score -2022321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2022322.625000 Penalty: 4647.768555
	Iteration 48Q: 3 clusters Score -2022323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2022323.375000 Penalty: 4647.768555
	Iteration 49Q: 3 clusters Score -2022323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2022323.625000 Penalty: 4647.768555
	Iteration 50Q: 3 clusters Score -2022324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2022327.750000 Penalty: 4647.768555
	Iteration 51Q: 3 clusters Score -2022328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2022326.625000 Penalty: 4647.768555
	Iteration 52Q: 3 clusters Score -2022327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2022332.125000 Penalty: 4647.768555
	Iteration 53Q: 3 clusters Score -2022332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2022335.000000 Penalty: 4647.768555
	Iteration 54Q: 3 clusters Score -2022335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2022347.250000 Penalty: 4647.768555
	Iteration 55Q: 3 clusters Score -2022347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2022354.375000 Penalty: 4647.768555
	Iteration 56Q: 3 clusters Score -2022354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2022367.750000 Penalty: 4647.768555
	Iteration 57Q: 3 clusters Score -2022368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2022380.875000 Penalty: 4647.768555
	Iteration 58Q: 3 clusters Score -2022381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2022395.625000 Penalty: 4647.768555
	Iteration 59Q: 3 clusters Score -2022396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2022403.250000 Penalty: 4647.768555
	Iteration 60F: 3 clusters Score -2022403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2022402.125000 Penalty: 4647.768555
	Iteration 61Q: 3 clusters Score -2022402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2022406.250000 Penalty: 4647.768555
	Iteration 62Q: 3 clusters Score -2022406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2022405.375000 Penalty: 4647.768555
	Iteration 63Q: 3 clusters Score -2022405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2022409.125000 Penalty: 4647.768555
	Iteration 64Q: 3 clusters Score -2022409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2022408.000000 Penalty: 4647.768555
	Iteration 65Q: 3 clusters Score -2022408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2022408.000000 Penalty: 4647.768555
	Iteration 66F: 3 clusters Score -2022408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Entering Unmasked Estep 
Score: -6165694.500000 Penalty: 2589.390625
	Iteration 0F: 2 clusters Score -6165694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -6142414.500000 Penalty: 5178.781250
	Iteration 0F: 3 clusters Score -6142414 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -6150927.000000 Penalty: 5178.781250
	Iteration 1F: 3 clusters Score -6150927 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -6151336.500000 Penalty: 5178.781250
	Iteration 2Q: 3 clusters Score -6151336 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -6151701.000000 Penalty: 5178.781250
	Iteration 3Q: 3 clusters Score -6151701 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -6152037.500000 Penalty: 5178.781250
	Iteration 4Q: 3 clusters Score -6152038 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -6152343.500000 Penalty: 5178.781250
	Iteration 5Q: 3 clusters Score -6152344 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -6152668.500000 Penalty: 5178.781250
	Iteration 6Q: 3 clusters Score -6152668 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -6153060.000000 Penalty: 5178.781250
	Iteration 7Q: 3 clusters Score -6153060 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -6153543.000000 Penalty: 5178.781250
	Iteration 8Q: 3 clusters Score -6153543 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -6154235.500000 Penalty: 5178.781250
	Iteration 9Q: 3 clusters Score -6154236 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -6155172.000000 Penalty: 5178.781250
	Iteration 10Q: 3 clusters Score -6155172 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -6156375.000000 Penalty: 5178.781250
	Iteration 11Q: 3 clusters Score -6156375 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -6157698.500000 Penalty: 5178.781250
	Iteration 12F: 3 clusters Score -6157698 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6158609.000000 Penalty: 5178.781250
	Iteration 13Q: 3 clusters Score -6158609 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6159271.500000 Penalty: 5178.781250
	Iteration 14Q: 3 clusters Score -6159272 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -6159751.500000 Penalty: 5178.781250
	Iteration 15Q: 3 clusters Score -6159752 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -6160150.000000 Penalty: 5178.781250
	Iteration 16Q: 3 clusters Score -6160150 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -6160453.000000 Penalty: 5178.781250
	Iteration 17Q: 3 clusters Score -6160453 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6160750.000000 Penalty: 5178.781250
	Iteration 18Q: 3 clusters Score -6160750 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6161042.500000 Penalty: 5178.781250
	Iteration 19Q: 3 clusters Score -6161042 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6161320.500000 Penalty: 5178.781250
	Iteration 20F: 3 clusters Score -6161320 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6161559.000000 Penalty: 5178.781250
	Iteration 21Q: 3 clusters Score -6161559 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6161864.500000 Penalty: 5178.781250
	Iteration 22Q: 3 clusters Score -6161864 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6162119.000000 Penalty: 5178.781250
	Iteration 23Q: 3 clusters Score -6162119 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6162346.000000 Penalty: 5178.781250
	Iteration 24Q: 3 clusters Score -6162346 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6162579.500000 Penalty: 5178.781250
	Iteration 25Q: 3 clusters Score -6162580 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6162761.500000 Penalty: 5178.781250
	Iteration 26Q: 3 clusters Score -6162762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6162916.500000 Penalty: 5178.781250
	Iteration 27Q: 3 clusters Score -6162916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6163007.000000 Penalty: 5178.781250
	Iteration 28Q: 3 clusters Score -6163007 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6163088.500000 Penalty: 5178.781250
	Iteration 29Q: 3 clusters Score -6163088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6163172.000000 Penalty: 5178.781250
	Iteration 30Q: 3 clusters Score -6163172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6163207.000000 Penalty: 5178.781250
	Iteration 31Q: 3 clusters Score -6163207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6163268.500000 Penalty: 5178.781250
	Iteration 32Q: 3 clusters Score -6163268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6163313.500000 Penalty: 5178.781250
	Iteration 33Q: 3 clusters Score -6163314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6163347.000000 Penalty: 5178.781250
	Iteration 34Q: 3 clusters Score -6163347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6163361.500000 Penalty: 5178.781250
	Iteration 35Q: 3 clusters Score -6163362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6163393.500000 Penalty: 5178.781250
	Iteration 36Q: 3 clusters Score -6163394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6163401.000000 Penalty: 5178.781250
	Iteration 37Q: 3 clusters Score -6163401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6163416.000000 Penalty: 5178.781250
	Iteration 38Q: 3 clusters Score -6163416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6163418.000000 Penalty: 5178.781250
	Iteration 39Q: 3 clusters Score -6163418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6163419.500000 Penalty: 5178.781250
	Iteration 40F: 3 clusters Score -6163420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6163435.000000 Penalty: 5178.781250
	Iteration 41Q: 3 clusters Score -6163435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6163449.000000 Penalty: 5178.781250
	Iteration 42Q: 3 clusters Score -6163449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6163449.500000 Penalty: 5178.781250
	Iteration 43Q: 3 clusters Score -6163450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6163450.000000 Penalty: 5178.781250
	Iteration 44Q: 3 clusters Score -6163450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6163459.500000 Penalty: 5178.781250
	Iteration 45Q: 3 clusters Score -6163460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6163456.500000 Penalty: 5178.781250
	Iteration 46Q: 3 clusters Score -6163456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6163461.000000 Penalty: 5178.781250
	Iteration 47Q: 3 clusters Score -6163461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6163465.000000 Penalty: 5178.781250
	Iteration 48Q: 3 clusters Score -6163465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6163470.500000 Penalty: 5178.781250
	Iteration 49Q: 3 clusters Score -6163470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6163476.500000 Penalty: 5178.781250
	Iteration 50Q: 3 clusters Score -6163476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6163485.000000 Penalty: 5178.781250
	Iteration 51Q: 3 clusters Score -6163485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6163501.000000 Penalty: 5178.781250
	Iteration 52Q: 3 clusters Score -6163501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6163498.000000 Penalty: 5178.781250
	Iteration 53Q: 3 clusters Score -6163498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6163503.500000 Penalty: 5178.781250
	Iteration 54Q: 3 clusters Score -6163504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6163509.500000 Penalty: 5178.781250
	Iteration 55Q: 3 clusters Score -6163510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6163512.500000 Penalty: 5178.781250
	Iteration 56Q: 3 clusters Score -6163512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6163515.500000 Penalty: 5178.781250
	Iteration 57Q: 3 clusters Score -6163516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6163521.500000 Penalty: 5178.781250
	Iteration 58Q: 3 clusters Score -6163522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6163519.000000 Penalty: 5178.781250
	Iteration 59Q: 3 clusters Score -6163519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6163520.000000 Penalty: 5178.781250
	Iteration 60F: 3 clusters Score -6163520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Entering Unmasked Estep 
Score: -7620569.500000 Penalty: 2637.226807
	Iteration 0F: 2 clusters Score -7620570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -7593226.000000 Penalty: 5274.453613
	Iteration 0F: 3 clusters Score -7593226 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -7603678.000000 Penalty: 5274.453613
	Iteration 1F: 3 clusters Score -7603678 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -7604216.500000 Penalty: 5274.453613
	Iteration 2Q: 3 clusters Score -7604216 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -7604712.500000 Penalty: 5274.453613
	Iteration 3Q: 3 clusters Score -7604712 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -7605208.000000 Penalty: 5274.453613
	Iteration 4Q: 3 clusters Score -7605208 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -7605906.500000 Penalty: 5274.453613
	Iteration 5Q: 3 clusters Score -7605906 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -7606858.500000 Penalty: 5274.453613
	Iteration 6Q: 3 clusters Score -7606858 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7608219.500000 Penalty: 5274.453613
	Iteration 7F: 3 clusters Score -7608220 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -7610215.500000 Penalty: 5274.453613
	Iteration 8F: 3 clusters Score -7610216 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -7612801.500000 Penalty: 5274.453613
	Iteration 9F: 3 clusters Score -7612802 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7615279.500000 Penalty: 5274.453613
	Iteration 10F: 3 clusters Score -7615280 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7616944.500000 Penalty: 5274.453613
	Iteration 11Q: 3 clusters Score -7616944 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7617716.000000 Penalty: 5274.453613
	Iteration 12Q: 3 clusters Score -7617716 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -7618007.500000 Penalty: 5274.453613
	Iteration 13Q: 3 clusters Score -7618008 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7618132.500000 Penalty: 5274.453613
	Iteration 14Q: 3 clusters Score -7618132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -7618207.000000 Penalty: 5274.453613
	Iteration 15Q: 3 clusters Score -7618207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -7618259.500000 Penalty: 5274.453613
	Iteration 16Q: 3 clusters Score -7618260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -7618299.000000 Penalty: 5274.453613
	Iteration 17Q: 3 clusters Score -7618299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -7618308.500000 Penalty: 5274.453613
	Iteration 18Q: 3 clusters Score -7618308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -7618313.500000 Penalty: 5274.453613
	Iteration 19Q: 3 clusters Score -7618314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -7618313.500000 Penalty: 5274.453613
	Iteration 20F: 3 clusters Score -7618314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Entering Unmasked Estep 
Score: -2681557.250000 Penalty: 2398.279785
	Iteration 0F: 2 clusters Score -2681557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2670148.750000 Penalty: 4796.559570
	Iteration 0F: 3 clusters Score -2670149 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2674153.000000 Penalty: 4796.559570
	Iteration 1F: 3 clusters Score -2674153 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2674971.000000 Penalty: 4796.559570
	Iteration 2F: 3 clusters Score -2674971 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2675669.750000 Penalty: 4796.559570
	Iteration 3F: 3 clusters Score -2675670 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2676278.750000 Penalty: 4796.559570
	Iteration 4F: 3 clusters Score -2676279 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2676758.000000 Penalty: 4796.559570
	Iteration 5F: 3 clusters Score -2676758 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2677211.000000 Penalty: 4796.559570
	Iteration 6Q: 3 clusters Score -2677211 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2677617.750000 Penalty: 4796.559570
	Iteration 7Q: 3 clusters Score -2677618 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2678026.750000 Penalty: 4796.559570
	Iteration 8Q: 3 clusters Score -2678027 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2678423.000000 Penalty: 4796.559570
	Iteration 9Q: 3 clusters Score -2678423 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2678789.500000 Penalty: 4796.559570
	Iteration 10Q: 3 clusters Score -2678790 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2679127.750000 Penalty: 4796.559570
	Iteration 11Q: 3 clusters Score -2679128 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2679421.000000 Penalty: 4796.559570
	Iteration 12Q: 3 clusters Score -2679421 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2679708.250000 Penalty: 4796.559570
	Iteration 13Q: 3 clusters Score -2679708 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2680008.750000 Penalty: 4796.559570
	Iteration 14Q: 3 clusters Score -2680009 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2680318.250000 Penalty: 4796.559570
	Iteration 15Q: 3 clusters Score -2680318 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2680672.750000 Penalty: 4796.559570
	Iteration 16Q: 3 clusters Score -2680673 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2680963.500000 Penalty: 4796.559570
	Iteration 17Q: 3 clusters Score -2680964 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2681164.250000 Penalty: 4796.559570
	Iteration 18Q: 3 clusters Score -2681164 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2681302.000000 Penalty: 4796.559570
	Iteration 19Q: 3 clusters Score -2681302 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2681402.250000 Penalty: 4796.559570
	Iteration 20F: 3 clusters Score -2681402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2681469.250000 Penalty: 4796.559570
	Iteration 21Q: 3 clusters Score -2681469 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2681539.500000 Penalty: 4796.559570
	Iteration 22Q: 3 clusters Score -2681540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2681597.000000 Penalty: 4796.559570
	Iteration 23Q: 3 clusters Score -2681597 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2681668.500000 Penalty: 4796.559570
	Iteration 24Q: 3 clusters Score -2681668 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2681743.500000 Penalty: 4796.559570
	Iteration 25Q: 3 clusters Score -2681744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2681829.750000 Penalty: 4796.559570
	Iteration 26Q: 3 clusters Score -2681830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2681945.750000 Penalty: 4796.559570
	Iteration 27Q: 3 clusters Score -2681946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2682022.500000 Penalty: 4796.559570
	Iteration 28Q: 3 clusters Score -2682022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2682047.500000 Penalty: 4796.559570
	Iteration 29Q: 3 clusters Score -2682048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2682058.000000 Penalty: 4796.559570
	Iteration 30Q: 3 clusters Score -2682058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2682067.250000 Penalty: 4796.559570
	Iteration 31Q: 3 clusters Score -2682067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2682072.250000 Penalty: 4796.559570
	Iteration 32Q: 3 clusters Score -2682072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2682072.000000 Penalty: 4796.559570
	Iteration 33Q: 3 clusters Score -2682072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2682070.500000 Penalty: 4796.559570
	Iteration 34Q: 3 clusters Score -2682070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2682070.750000 Penalty: 4796.559570
	Iteration 35Q: 3 clusters Score -2682071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2682071.000000 Penalty: 4796.559570
	Iteration 36Q: 3 clusters Score -2682071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2682070.000000 Penalty: 4796.559570
	Iteration 37Q: 3 clusters Score -2682070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2682072.750000 Penalty: 4796.559570
	Iteration 38Q: 3 clusters Score -2682073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2682074.500000 Penalty: 4796.559570
	Iteration 39Q: 3 clusters Score -2682074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2682077.500000 Penalty: 4796.559570
	Iteration 40F: 3 clusters Score -2682078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2682081.750000 Penalty: 4796.559570
	Iteration 41Q: 3 clusters Score -2682082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2682080.500000 Penalty: 4796.559570
	Iteration 42Q: 3 clusters Score -2682080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2682080.500000 Penalty: 4796.559570
	Iteration 43F: 3 clusters Score -2682080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37002 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 50372 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22075 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 44542 members 
Mstep: Class 15 contains 35412 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46456 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 34238 members 
Mstep: Class 20 contains 41522 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 48656 members 
Mstep: Class 23 contains 50935 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44548 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40471 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 46533 members 
Mstep: Class 30 contains 49008 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20607 members 
Mstep: Class 34 contains 68176 members 
Mstep: Class 35 contains 37093 members 
Mstep: Class 36 contains 43968 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 43935 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52413 members 
Mstep: Class 41 contains 2488 members 
Entering Unmasked Estep 
Score: -196429504.000000 Penalty: 141646.312500
Splitting cluster 21 changes total score from -196430432.000000 to -196429504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (48656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Entering Unmasked Estep 
Score: -8717651.000000 Penalty: 2676.547363
	Iteration 0F: 2 clusters Score -8717651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -8687479.000000 Penalty: 5353.094727
	Iteration 0F: 3 clusters Score -8687479 nChanged 22507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -8699757.000000 Penalty: 5353.094727
	Iteration 1F: 3 clusters Score -8699757 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8700257.000000 Penalty: 5353.094727
	Iteration 2Q: 3 clusters Score -8700257 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -8700715.000000 Penalty: 5353.094727
	Iteration 3Q: 3 clusters Score -8700715 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -8701128.000000 Penalty: 5353.094727
	Iteration 4Q: 3 clusters Score -8701128 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -8701649.000000 Penalty: 5353.094727
	Iteration 5Q: 3 clusters Score -8701649 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -8702230.000000 Penalty: 5353.094727
	Iteration 6Q: 3 clusters Score -8702230 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -8703064.000000 Penalty: 5353.094727
	Iteration 7Q: 3 clusters Score -8703064 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -8704196.000000 Penalty: 5353.094727
	Iteration 8Q: 3 clusters Score -8704196 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -8705879.000000 Penalty: 5353.094727
	Iteration 9F: 3 clusters Score -8705879 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -8707873.000000 Penalty: 5353.094727
	Iteration 10F: 3 clusters Score -8707873 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -8710061.000000 Penalty: 5353.094727
	Iteration 11F: 3 clusters Score -8710061 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -8711954.000000 Penalty: 5353.094727
	Iteration 12F: 3 clusters Score -8711954 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8713197.000000 Penalty: 5353.094727
	Iteration 13Q: 3 clusters Score -8713197 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8714103.000000 Penalty: 5353.094727
	Iteration 14Q: 3 clusters Score -8714103 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8714619.000000 Penalty: 5353.094727
	Iteration 15Q: 3 clusters Score -8714619 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -8714921.000000 Penalty: 5353.094727
	Iteration 16Q: 3 clusters Score -8714921 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -8715086.000000 Penalty: 5353.094727
	Iteration 17Q: 3 clusters Score -8715086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -8715211.000000 Penalty: 5353.094727
	Iteration 18Q: 3 clusters Score -8715211 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -8715263.000000 Penalty: 5353.094727
	Iteration 19Q: 3 clusters Score -8715263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -8715291.000000 Penalty: 5353.094727
	Iteration 20F: 3 clusters Score -8715291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -8715300.000000 Penalty: 5353.094727
	Iteration 21Q: 3 clusters Score -8715300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -8715318.000000 Penalty: 5353.094727
	Iteration 22Q: 3 clusters Score -8715318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -8715328.000000 Penalty: 5353.094727
	Iteration 23Q: 3 clusters Score -8715328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -8715338.000000 Penalty: 5353.094727
	Iteration 24Q: 3 clusters Score -8715338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -8715353.000000 Penalty: 5353.094727
	Iteration 25Q: 3 clusters Score -8715353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -8715355.000000 Penalty: 5353.094727
	Iteration 26Q: 3 clusters Score -8715355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -8715354.000000 Penalty: 5353.094727
	Iteration 27Q: 3 clusters Score -8715354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -8715358.000000 Penalty: 5353.094727
	Iteration 28Q: 3 clusters Score -8715358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -8715358.000000 Penalty: 5353.094727
	Iteration 29Q: 3 clusters Score -8715358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -8715359.000000 Penalty: 5353.094727
	Iteration 30Q: 3 clusters Score -8715359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -8715359.000000 Penalty: 5353.094727
	Iteration 31F: 3 clusters Score -8715359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Entering Unmasked Estep 
Score: -9109445.000000 Penalty: 2687.899658
	Iteration 0F: 2 clusters Score -9109445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -9076838.000000 Penalty: 5375.799316
	Iteration 0F: 3 clusters Score -9076838 nChanged 23700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -9089971.000000 Penalty: 5375.799316
	Iteration 1F: 3 clusters Score -9089971 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -9090533.000000 Penalty: 5375.799316
	Iteration 2Q: 3 clusters Score -9090533 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -9091221.000000 Penalty: 5375.799316
	Iteration 3Q: 3 clusters Score -9091221 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -9091756.000000 Penalty: 5375.799316
	Iteration 4Q: 3 clusters Score -9091756 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -9092416.000000 Penalty: 5375.799316
	Iteration 5Q: 3 clusters Score -9092416 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -9093130.000000 Penalty: 5375.799316
	Iteration 6Q: 3 clusters Score -9093130 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -9093978.000000 Penalty: 5375.799316
	Iteration 7Q: 3 clusters Score -9093978 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -9094972.000000 Penalty: 5375.799316
	Iteration 8Q: 3 clusters Score -9094972 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -9096319.000000 Penalty: 5375.799316
	Iteration 9Q: 3 clusters Score -9096319 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -9097875.000000 Penalty: 5375.799316
	Iteration 10F: 3 clusters Score -9097875 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -9099701.000000 Penalty: 5375.799316
	Iteration 11F: 3 clusters Score -9099701 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -9101577.000000 Penalty: 5375.799316
	Iteration 12F: 3 clusters Score -9101577 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -9103253.000000 Penalty: 5375.799316
	Iteration 13F: 3 clusters Score -9103253 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -9104536.000000 Penalty: 5375.799316
	Iteration 14Q: 3 clusters Score -9104536 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -9105488.000000 Penalty: 5375.799316
	Iteration 15Q: 3 clusters Score -9105488 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -9106040.000000 Penalty: 5375.799316
	Iteration 16Q: 3 clusters Score -9106040 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -9106467.000000 Penalty: 5375.799316
	Iteration 17Q: 3 clusters Score -9106467 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -9106772.000000 Penalty: 5375.799316
	Iteration 18Q: 3 clusters Score -9106772 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -9106928.000000 Penalty: 5375.799316
	Iteration 19Q: 3 clusters Score -9106928 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -9107018.000000 Penalty: 5375.799316
	Iteration 20F: 3 clusters Score -9107018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -9107067.000000 Penalty: 5375.799316
	Iteration 21Q: 3 clusters Score -9107067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -9107112.000000 Penalty: 5375.799316
	Iteration 22Q: 3 clusters Score -9107112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9107137.000000 Penalty: 5375.799316
	Iteration 23Q: 3 clusters Score -9107137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -9107156.000000 Penalty: 5375.799316
	Iteration 24Q: 3 clusters Score -9107156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -9107179.000000 Penalty: 5375.799316
	Iteration 25Q: 3 clusters Score -9107179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -9107196.000000 Penalty: 5375.799316
	Iteration 26Q: 3 clusters Score -9107196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -9107204.000000 Penalty: 5375.799316
	Iteration 27Q: 3 clusters Score -9107204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -9107200.000000 Penalty: 5375.799316
	Iteration 28Q: 3 clusters Score -9107200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -9107208.000000 Penalty: 5375.799316
	Iteration 29Q: 3 clusters Score -9107208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -9107208.000000 Penalty: 5375.799316
	Iteration 30Q: 3 clusters Score -9107208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -9107214.000000 Penalty: 5375.799316
	Iteration 31Q: 3 clusters Score -9107214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -9107218.000000 Penalty: 5375.799316
	Iteration 32Q: 3 clusters Score -9107218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -9107215.000000 Penalty: 5375.799316
	Iteration 33Q: 3 clusters Score -9107215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -9107223.000000 Penalty: 5375.799316
	Iteration 34Q: 3 clusters Score -9107223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -9107228.000000 Penalty: 5375.799316
	Iteration 35Q: 3 clusters Score -9107228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -9107217.000000 Penalty: 5375.799316
	Iteration 36Q: 3 clusters Score -9107217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -9107215.000000 Penalty: 5375.799316
	Iteration 37Q: 3 clusters Score -9107215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9107227.000000 Penalty: 5375.799316
	Iteration 38Q: 3 clusters Score -9107227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -9107223.000000 Penalty: 5375.799316
	Iteration 39Q: 3 clusters Score -9107223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -9107223.000000 Penalty: 5375.799316
	Iteration 40F: 3 clusters Score -9107223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -9107223.000000 Penalty: 5375.799316
	Iteration 41Q: 3 clusters Score -9107223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -9107222.000000 Penalty: 5375.799316
	Iteration 42Q: 3 clusters Score -9107222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -9107222.000000 Penalty: 5375.799316
	Iteration 43F: 3 clusters Score -9107222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40965.562500 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -40965.56 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41545.035156 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41545.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41999.582031 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -41999.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42379.500000 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -42379.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42537.339844 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -42537.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42567.839844 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -42567.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42578.238281 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42578.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42587.109375 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -42587.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42587.109375 Penalty: 3080.457520
	Iteration 8F: 3 clusters Score -42587.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37002 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 50372 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22075 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 44542 members 
Mstep: Class 15 contains 35412 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46456 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 34238 members 
Mstep: Class 20 contains 41522 members 
Mstep: Class 21 contains 15843 members 
Mstep: Class 22 contains 48656 members 
Mstep: Class 23 contains 50935 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 44548 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40471 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 46533 members 
Mstep: Class 30 contains 49008 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20607 members 
Mstep: Class 34 contains 68176 members 
Mstep: Class 35 contains 37093 members 
Mstep: Class 36 contains 43968 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 43935 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52413 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
Score: -196428720.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196430432.000000 to -196428720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Entering Unmasked Estep 
Score: -8059973.500000 Penalty: 2654.672119
	Iteration 0F: 2 clusters Score -8059974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -8030845.000000 Penalty: 5309.344238
	Iteration 0F: 3 clusters Score -8030845 nChanged 20434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -8042078.000000 Penalty: 5309.344238
	Iteration 1F: 3 clusters Score -8042078 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -8042496.000000 Penalty: 5309.344238
	Iteration 2Q: 3 clusters Score -8042496 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8042818.500000 Penalty: 5309.344238
	Iteration 3Q: 3 clusters Score -8042818 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8043150.000000 Penalty: 5309.344238
	Iteration 4Q: 3 clusters Score -8043150 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -8043414.000000 Penalty: 5309.344238
	Iteration 5Q: 3 clusters Score -8043414 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8043706.500000 Penalty: 5309.344238
	Iteration 6Q: 3 clusters Score -8043706 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -8043994.000000 Penalty: 5309.344238
	Iteration 7Q: 3 clusters Score -8043994 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -8044429.000000 Penalty: 5309.344238
	Iteration 8Q: 3 clusters Score -8044429 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -8045104.500000 Penalty: 5309.344238
	Iteration 9Q: 3 clusters Score -8045104 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -8046156.500000 Penalty: 5309.344238
	Iteration 10Q: 3 clusters Score -8046156 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -8047684.500000 Penalty: 5309.344238
	Iteration 11F: 3 clusters Score -8047684 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -8049591.500000 Penalty: 5309.344238
	Iteration 12F: 3 clusters Score -8049592 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -8051522.000000 Penalty: 5309.344238
	Iteration 13F: 3 clusters Score -8051522 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -8053075.000000 Penalty: 5309.344238
	Iteration 14Q: 3 clusters Score -8053075 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -8054035.000000 Penalty: 5309.344238
	Iteration 15Q: 3 clusters Score -8054035 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8054726.000000 Penalty: 5309.344238
	Iteration 16Q: 3 clusters Score -8054726 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -8055270.500000 Penalty: 5309.344238
	Iteration 17Q: 3 clusters Score -8055270 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -8055694.500000 Penalty: 5309.344238
	Iteration 18Q: 3 clusters Score -8055694 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8056077.500000 Penalty: 5309.344238
	Iteration 19Q: 3 clusters Score -8056078 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -8056356.000000 Penalty: 5309.344238
	Iteration 20F: 3 clusters Score -8056356 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -8056563.500000 Penalty: 5309.344238
	Iteration 21Q: 3 clusters Score -8056564 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -8056739.500000 Penalty: 5309.344238
	Iteration 22Q: 3 clusters Score -8056740 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -8056912.500000 Penalty: 5309.344238
	Iteration 23Q: 3 clusters Score -8056912 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8057025.500000 Penalty: 5309.344238
	Iteration 24Q: 3 clusters Score -8057026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -8057097.500000 Penalty: 5309.344238
	Iteration 25Q: 3 clusters Score -8057098 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8057172.000000 Penalty: 5309.344238
	Iteration 26Q: 3 clusters Score -8057172 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8057246.000000 Penalty: 5309.344238
	Iteration 27Q: 3 clusters Score -8057246 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8057327.500000 Penalty: 5309.344238
	Iteration 28Q: 3 clusters Score -8057328 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -8057394.500000 Penalty: 5309.344238
	Iteration 29Q: 3 clusters Score -8057394 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8057471.500000 Penalty: 5309.344238
	Iteration 30Q: 3 clusters Score -8057472 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -8057506.000000 Penalty: 5309.344238
	Iteration 31Q: 3 clusters Score -8057506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8057566.500000 Penalty: 5309.344238
	Iteration 32Q: 3 clusters Score -8057566 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8057597.500000 Penalty: 5309.344238
	Iteration 33Q: 3 clusters Score -8057598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8057641.500000 Penalty: 5309.344238
	Iteration 34Q: 3 clusters Score -8057642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8057680.000000 Penalty: 5309.344238
	Iteration 35Q: 3 clusters Score -8057680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -8057721.000000 Penalty: 5309.344238
	Iteration 36Q: 3 clusters Score -8057721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8057742.000000 Penalty: 5309.344238
	Iteration 37Q: 3 clusters Score -8057742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8057766.000000 Penalty: 5309.344238
	Iteration 38Q: 3 clusters Score -8057766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -8057763.000000 Penalty: 5309.344238
	Iteration 39Q: 3 clusters Score -8057763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8057777.000000 Penalty: 5309.344238
	Iteration 40F: 3 clusters Score -8057777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -8057786.500000 Penalty: 5309.344238
	Iteration 41Q: 3 clusters Score -8057786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8057778.000000 Penalty: 5309.344238
	Iteration 42Q: 3 clusters Score -8057778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8057790.000000 Penalty: 5309.344238
	Iteration 43Q: 3 clusters Score -8057790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8057793.000000 Penalty: 5309.344238
	Iteration 44Q: 3 clusters Score -8057793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8057794.500000 Penalty: 5309.344238
	Iteration 45Q: 3 clusters Score -8057794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8057786.000000 Penalty: 5309.344238
	Iteration 46Q: 3 clusters Score -8057786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8057787.000000 Penalty: 5309.344238
	Iteration 47Q: 3 clusters Score -8057787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8057799.000000 Penalty: 5309.344238
	Iteration 48Q: 3 clusters Score -8057799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8057799.000000 Penalty: 5309.344238
	Iteration 49F: 3 clusters Score -8057799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Entering Unmasked Estep 
Score: -3508814.500000 Penalty: 2455.220215
	Iteration 0F: 2 clusters Score -3508814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3494780.000000 Penalty: 4910.440430
	Iteration 0F: 3 clusters Score -3494780 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3499663.000000 Penalty: 4910.440430
	Iteration 1F: 3 clusters Score -3499663 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3500161.500000 Penalty: 4910.440430
	Iteration 2F: 3 clusters Score -3500162 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3500669.250000 Penalty: 4910.440430
	Iteration 3F: 3 clusters Score -3500669 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3501271.750000 Penalty: 4910.440430
	Iteration 4F: 3 clusters Score -3501272 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3502030.750000 Penalty: 4910.440430
	Iteration 5F: 3 clusters Score -3502031 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3502959.500000 Penalty: 4910.440430
	Iteration 6F: 3 clusters Score -3502960 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3504039.000000 Penalty: 4910.440430
	Iteration 7F: 3 clusters Score -3504039 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3505108.750000 Penalty: 4910.440430
	Iteration 8F: 3 clusters Score -3505109 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3505960.500000 Penalty: 4910.440430
	Iteration 9F: 3 clusters Score -3505960 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3506482.000000 Penalty: 4910.440430
	Iteration 10Q: 3 clusters Score -3506482 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3506822.750000 Penalty: 4910.440430
	Iteration 11Q: 3 clusters Score -3506823 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3507019.000000 Penalty: 4910.440430
	Iteration 12Q: 3 clusters Score -3507019 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3507173.500000 Penalty: 4910.440430
	Iteration 13Q: 3 clusters Score -3507174 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3507283.250000 Penalty: 4910.440430
	Iteration 14Q: 3 clusters Score -3507283 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3507371.000000 Penalty: 4910.440430
	Iteration 15Q: 3 clusters Score -3507371 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3507423.250000 Penalty: 4910.440430
	Iteration 16Q: 3 clusters Score -3507423 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3507471.250000 Penalty: 4910.440430
	Iteration 17Q: 3 clusters Score -3507471 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3507525.000000 Penalty: 4910.440430
	Iteration 18Q: 3 clusters Score -3507525 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3507565.250000 Penalty: 4910.440430
	Iteration 19Q: 3 clusters Score -3507565 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3507599.750000 Penalty: 4910.440430
	Iteration 20F: 3 clusters Score -3507600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3507625.750000 Penalty: 4910.440430
	Iteration 21Q: 3 clusters Score -3507626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3507651.750000 Penalty: 4910.440430
	Iteration 22Q: 3 clusters Score -3507652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3507672.750000 Penalty: 4910.440430
	Iteration 23Q: 3 clusters Score -3507673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3507698.250000 Penalty: 4910.440430
	Iteration 24Q: 3 clusters Score -3507698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3507725.500000 Penalty: 4910.440430
	Iteration 25Q: 3 clusters Score -3507726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3507742.500000 Penalty: 4910.440430
	Iteration 26Q: 3 clusters Score -3507742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3507771.750000 Penalty: 4910.440430
	Iteration 27Q: 3 clusters Score -3507772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3507808.250000 Penalty: 4910.440430
	Iteration 28Q: 3 clusters Score -3507808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3507839.250000 Penalty: 4910.440430
	Iteration 29Q: 3 clusters Score -3507839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3507876.750000 Penalty: 4910.440430
	Iteration 30Q: 3 clusters Score -3507877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3507913.750000 Penalty: 4910.440430
	Iteration 31Q: 3 clusters Score -3507914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3507925.000000 Penalty: 4910.440430
	Iteration 32Q: 3 clusters Score -3507925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3507938.250000 Penalty: 4910.440430
	Iteration 33Q: 3 clusters Score -3507938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3507947.000000 Penalty: 4910.440430
	Iteration 34Q: 3 clusters Score -3507947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3507951.500000 Penalty: 4910.440430
	Iteration 35Q: 3 clusters Score -3507952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3507954.750000 Penalty: 4910.440430
	Iteration 36Q: 3 clusters Score -3507955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3507967.500000 Penalty: 4910.440430
	Iteration 37Q: 3 clusters Score -3507968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3507980.250000 Penalty: 4910.440430
	Iteration 38Q: 3 clusters Score -3507980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3507980.750000 Penalty: 4910.440430
	Iteration 39Q: 3 clusters Score -3507981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3507984.000000 Penalty: 4910.440430
	Iteration 40F: 3 clusters Score -3507984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3507985.500000 Penalty: 4910.440430
	Iteration 41Q: 3 clusters Score -3507986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3507988.250000 Penalty: 4910.440430
	Iteration 42Q: 3 clusters Score -3507988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3507987.000000 Penalty: 4910.440430
	Iteration 43Q: 3 clusters Score -3507987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3507984.500000 Penalty: 4910.440430
	Iteration 44Q: 3 clusters Score -3507984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3507982.250000 Penalty: 4910.440430
	Iteration 45Q: 3 clusters Score -3507982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3507982.250000 Penalty: 4910.440430
	Iteration 46F: 3 clusters Score -3507982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Entering Unmasked Estep 
Score: -7254971.500000 Penalty: 2630.868652
	Iteration 0F: 2 clusters Score -7254972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7227664.500000 Penalty: 5261.737305
	Iteration 0F: 3 clusters Score -7227664 nChanged 18458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7237947.000000 Penalty: 5261.737305
	Iteration 1F: 3 clusters Score -7237947 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -7238448.500000 Penalty: 5261.737305
	Iteration 2Q: 3 clusters Score -7238448 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -7238908.000000 Penalty: 5261.737305
	Iteration 3Q: 3 clusters Score -7238908 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -7239374.000000 Penalty: 5261.737305
	Iteration 4Q: 3 clusters Score -7239374 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -7240010.500000 Penalty: 5261.737305
	Iteration 5Q: 3 clusters Score -7240010 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -7240658.000000 Penalty: 5261.737305
	Iteration 6Q: 3 clusters Score -7240658 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -7241393.000000 Penalty: 5261.737305
	Iteration 7Q: 3 clusters Score -7241393 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -7242329.500000 Penalty: 5261.737305
	Iteration 8Q: 3 clusters Score -7242330 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -7243371.500000 Penalty: 5261.737305
	Iteration 9Q: 3 clusters Score -7243372 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -7244446.000000 Penalty: 5261.737305
	Iteration 10Q: 3 clusters Score -7244446 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -7245474.500000 Penalty: 5261.737305
	Iteration 11Q: 3 clusters Score -7245474 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -7246323.500000 Penalty: 5261.737305
	Iteration 12Q: 3 clusters Score -7246324 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -7246904.000000 Penalty: 5261.737305
	Iteration 13Q: 3 clusters Score -7246904 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7247264.500000 Penalty: 5261.737305
	Iteration 14Q: 3 clusters Score -7247264 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -7247533.500000 Penalty: 5261.737305
	Iteration 15Q: 3 clusters Score -7247534 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -7247767.500000 Penalty: 5261.737305
	Iteration 16Q: 3 clusters Score -7247768 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -7247925.500000 Penalty: 5261.737305
	Iteration 17Q: 3 clusters Score -7247926 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -7248126.000000 Penalty: 5261.737305
	Iteration 18Q: 3 clusters Score -7248126 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -7248315.000000 Penalty: 5261.737305
	Iteration 19Q: 3 clusters Score -7248315 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -7248499.500000 Penalty: 5261.737305
	Iteration 20F: 3 clusters Score -7248500 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -7248701.500000 Penalty: 5261.737305
	Iteration 21Q: 3 clusters Score -7248702 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -7248885.000000 Penalty: 5261.737305
	Iteration 22Q: 3 clusters Score -7248885 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -7249122.000000 Penalty: 5261.737305
	Iteration 23Q: 3 clusters Score -7249122 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -7249361.500000 Penalty: 5261.737305
	Iteration 24Q: 3 clusters Score -7249362 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -7249668.000000 Penalty: 5261.737305
	Iteration 25Q: 3 clusters Score -7249668 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -7249938.000000 Penalty: 5261.737305
	Iteration 26Q: 3 clusters Score -7249938 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -7250179.500000 Penalty: 5261.737305
	Iteration 27Q: 3 clusters Score -7250180 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7250432.500000 Penalty: 5261.737305
	Iteration 28Q: 3 clusters Score -7250432 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -7250641.000000 Penalty: 5261.737305
	Iteration 29Q: 3 clusters Score -7250641 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7250897.500000 Penalty: 5261.737305
	Iteration 30Q: 3 clusters Score -7250898 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -7251128.500000 Penalty: 5261.737305
	Iteration 31Q: 3 clusters Score -7251128 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -7251338.000000 Penalty: 5261.737305
	Iteration 32Q: 3 clusters Score -7251338 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -7251557.000000 Penalty: 5261.737305
	Iteration 33Q: 3 clusters Score -7251557 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -7251772.000000 Penalty: 5261.737305
	Iteration 34Q: 3 clusters Score -7251772 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -7251969.500000 Penalty: 5261.737305
	Iteration 35Q: 3 clusters Score -7251970 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7252107.500000 Penalty: 5261.737305
	Iteration 36Q: 3 clusters Score -7252108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -7252234.500000 Penalty: 5261.737305
	Iteration 37Q: 3 clusters Score -7252234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -7252294.000000 Penalty: 5261.737305
	Iteration 38Q: 3 clusters Score -7252294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7252352.000000 Penalty: 5261.737305
	Iteration 39Q: 3 clusters Score -7252352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7252402.500000 Penalty: 5261.737305
	Iteration 40F: 3 clusters Score -7252402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -7252450.500000 Penalty: 5261.737305
	Iteration 41Q: 3 clusters Score -7252450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -7252483.000000 Penalty: 5261.737305
	Iteration 42Q: 3 clusters Score -7252483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -7252522.500000 Penalty: 5261.737305
	Iteration 43Q: 3 clusters Score -7252522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7252562.000000 Penalty: 5261.737305
	Iteration 44Q: 3 clusters Score -7252562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -7252584.500000 Penalty: 5261.737305
	Iteration 45Q: 3 clusters Score -7252584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7252602.000000 Penalty: 5261.737305
	Iteration 46Q: 3 clusters Score -7252602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7252612.000000 Penalty: 5261.737305
	Iteration 47Q: 3 clusters Score -7252612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -7252620.000000 Penalty: 5261.737305
	Iteration 48Q: 3 clusters Score -7252620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7252631.000000 Penalty: 5261.737305
	Iteration 49Q: 3 clusters Score -7252631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -7252640.000000 Penalty: 5261.737305
	Iteration 50Q: 3 clusters Score -7252640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -7252659.500000 Penalty: 5261.737305
	Iteration 51Q: 3 clusters Score -7252660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -7252658.500000 Penalty: 5261.737305
	Iteration 52Q: 3 clusters Score -7252658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -7252659.500000 Penalty: 5261.737305
	Iteration 53Q: 3 clusters Score -7252660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -7252664.500000 Penalty: 5261.737305
	Iteration 54Q: 3 clusters Score -7252664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7252659.500000 Penalty: 5261.737305
	Iteration 55Q: 3 clusters Score -7252660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7252664.500000 Penalty: 5261.737305
	Iteration 56Q: 3 clusters Score -7252664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -7252667.500000 Penalty: 5261.737305
	Iteration 57Q: 3 clusters Score -7252668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -7252664.500000 Penalty: 5261.737305
	Iteration 58Q: 3 clusters Score -7252664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7252663.000000 Penalty: 5261.737305
	Iteration 59Q: 3 clusters Score -7252663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7252660.500000 Penalty: 5261.737305
	Iteration 60F: 3 clusters Score -7252660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Entering Unmasked Estep 
Score: -7434079.000000 Penalty: 2638.442139
	Iteration 0F: 2 clusters Score -7434079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -7405836.500000 Penalty: 5276.884277
	Iteration 0F: 3 clusters Score -7405836 nChanged 19374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -7416712.500000 Penalty: 5276.884277
	Iteration 1F: 3 clusters Score -7416712 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -7417340.500000 Penalty: 5276.884277
	Iteration 2Q: 3 clusters Score -7417340 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -7418116.000000 Penalty: 5276.884277
	Iteration 3Q: 3 clusters Score -7418116 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -7419300.000000 Penalty: 5276.884277
	Iteration 4F: 3 clusters Score -7419300 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -7420914.000000 Penalty: 5276.884277
	Iteration 5F: 3 clusters Score -7420914 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -7423134.000000 Penalty: 5276.884277
	Iteration 6F: 3 clusters Score -7423134 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -7425535.500000 Penalty: 5276.884277
	Iteration 7F: 3 clusters Score -7425536 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -7427693.500000 Penalty: 5276.884277
	Iteration 8F: 3 clusters Score -7427694 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -7429276.000000 Penalty: 5276.884277
	Iteration 9F: 3 clusters Score -7429276 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7430347.500000 Penalty: 5276.884277
	Iteration 10Q: 3 clusters Score -7430348 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7431127.500000 Penalty: 5276.884277
	Iteration 11Q: 3 clusters Score -7431128 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -7431586.500000 Penalty: 5276.884277
	Iteration 12Q: 3 clusters Score -7431586 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7431873.000000 Penalty: 5276.884277
	Iteration 13Q: 3 clusters Score -7431873 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -7431972.000000 Penalty: 5276.884277
	Iteration 14Q: 3 clusters Score -7431972 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -7432064.000000 Penalty: 5276.884277
	Iteration 15Q: 3 clusters Score -7432064 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7432120.500000 Penalty: 5276.884277
	Iteration 16Q: 3 clusters Score -7432120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -7432164.500000 Penalty: 5276.884277
	Iteration 17Q: 3 clusters Score -7432164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -7432190.500000 Penalty: 5276.884277
	Iteration 18Q: 3 clusters Score -7432190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7432210.000000 Penalty: 5276.884277
	Iteration 19Q: 3 clusters Score -7432210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7432226.500000 Penalty: 5276.884277
	Iteration 20F: 3 clusters Score -7432226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -7432247.000000 Penalty: 5276.884277
	Iteration 21Q: 3 clusters Score -7432247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -7432258.000000 Penalty: 5276.884277
	Iteration 22Q: 3 clusters Score -7432258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7432261.000000 Penalty: 5276.884277
	Iteration 23Q: 3 clusters Score -7432261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -7432264.500000 Penalty: 5276.884277
	Iteration 24Q: 3 clusters Score -7432264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -7432265.000000 Penalty: 5276.884277
	Iteration 25Q: 3 clusters Score -7432265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -7432273.500000 Penalty: 5276.884277
	Iteration 26Q: 3 clusters Score -7432274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -7432275.000000 Penalty: 5276.884277
	Iteration 27Q: 3 clusters Score -7432275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -7432272.000000 Penalty: 5276.884277
	Iteration 28Q: 3 clusters Score -7432272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -7432272.500000 Penalty: 5276.884277
	Iteration 29Q: 3 clusters Score -7432272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -7432277.000000 Penalty: 5276.884277
	Iteration 30Q: 3 clusters Score -7432277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -7432281.500000 Penalty: 5276.884277
	Iteration 31Q: 3 clusters Score -7432282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -7432287.500000 Penalty: 5276.884277
	Iteration 32Q: 3 clusters Score -7432288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -7432293.500000 Penalty: 5276.884277
	Iteration 33Q: 3 clusters Score -7432294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7432290.000000 Penalty: 5276.884277
	Iteration 34Q: 3 clusters Score -7432290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7432284.500000 Penalty: 5276.884277
	Iteration 35Q: 3 clusters Score -7432284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -7432278.000000 Penalty: 5276.884277
	Iteration 36Q: 3 clusters Score -7432278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7432282.500000 Penalty: 5276.884277
	Iteration 37Q: 3 clusters Score -7432282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -7432284.000000 Penalty: 5276.884277
	Iteration 38Q: 3 clusters Score -7432284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -7432284.500000 Penalty: 5276.884277
	Iteration 39Q: 3 clusters Score -7432284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7432287.000000 Penalty: 5276.884277
	Iteration 40F: 3 clusters Score -7432287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -7432293.000000 Penalty: 5276.884277
	Iteration 41Q: 3 clusters Score -7432293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -7432300.000000 Penalty: 5276.884277
	Iteration 42Q: 3 clusters Score -7432300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -7432304.500000 Penalty: 5276.884277
	Iteration 43Q: 3 clusters Score -7432304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -7432307.500000 Penalty: 5276.884277
	Iteration 44Q: 3 clusters Score -7432308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -7432303.500000 Penalty: 5276.884277
	Iteration 45Q: 3 clusters Score -7432304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -7432292.500000 Penalty: 5276.884277
	Iteration 46Q: 3 clusters Score -7432292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -7432295.000000 Penalty: 5276.884277
	Iteration 47Q: 3 clusters Score -7432295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -7432298.000000 Penalty: 5276.884277
	Iteration 48Q: 3 clusters Score -7432298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7432301.500000 Penalty: 5276.884277
	Iteration 49Q: 3 clusters Score -7432302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -7432301.500000 Penalty: 5276.884277
	Iteration 50Q: 3 clusters Score -7432302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7432305.000000 Penalty: 5276.884277
	Iteration 51Q: 3 clusters Score -7432305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7432304.500000 Penalty: 5276.884277
	Iteration 52Q: 3 clusters Score -7432304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7432304.500000 Penalty: 5276.884277
	Iteration 53F: 3 clusters Score -7432304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (46533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Entering Unmasked Estep 
Score: -8391552.000000 Penalty: 2665.483398
	Iteration 0F: 2 clusters Score -8391552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8362172.000000 Penalty: 5330.966797
	Iteration 0F: 3 clusters Score -8362172 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8373921.000000 Penalty: 5330.966797
	Iteration 1F: 3 clusters Score -8373921 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -8374525.000000 Penalty: 5330.966797
	Iteration 2Q: 3 clusters Score -8374525 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -8375302.000000 Penalty: 5330.966797
	Iteration 3Q: 3 clusters Score -8375302 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -8376175.500000 Penalty: 5330.966797
	Iteration 4Q: 3 clusters Score -8376176 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -8377544.000000 Penalty: 5330.966797
	Iteration 5F: 3 clusters Score -8377544 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -8379483.000000 Penalty: 5330.966797
	Iteration 6F: 3 clusters Score -8379483 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -8381938.000000 Penalty: 5330.966797
	Iteration 7F: 3 clusters Score -8381938 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -8384643.500000 Penalty: 5330.966797
	Iteration 8F: 3 clusters Score -8384644 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8386938.500000 Penalty: 5330.966797
	Iteration 9F: 3 clusters Score -8386938 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8388208.500000 Penalty: 5330.966797
	Iteration 10Q: 3 clusters Score -8388208 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8388789.000000 Penalty: 5330.966797
	Iteration 11Q: 3 clusters Score -8388789 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8389028.000000 Penalty: 5330.966797
	Iteration 12Q: 3 clusters Score -8389028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8389134.000000 Penalty: 5330.966797
	Iteration 13Q: 3 clusters Score -8389134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8389158.000000 Penalty: 5330.966797
	Iteration 14Q: 3 clusters Score -8389158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8389193.000000 Penalty: 5330.966797
	Iteration 15Q: 3 clusters Score -8389193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8389208.000000 Penalty: 5330.966797
	Iteration 16Q: 3 clusters Score -8389208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8389220.000000 Penalty: 5330.966797
	Iteration 17Q: 3 clusters Score -8389220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8389224.000000 Penalty: 5330.966797
	Iteration 18Q: 3 clusters Score -8389224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8389222.000000 Penalty: 5330.966797
	Iteration 19Q: 3 clusters Score -8389222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8389236.000000 Penalty: 5330.966797
	Iteration 20F: 3 clusters Score -8389236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8389246.000000 Penalty: 5330.966797
	Iteration 21Q: 3 clusters Score -8389246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8389253.000000 Penalty: 5330.966797
	Iteration 22Q: 3 clusters Score -8389253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8389251.000000 Penalty: 5330.966797
	Iteration 23Q: 3 clusters Score -8389251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8389251.000000 Penalty: 5330.966797
	Iteration 24Q: 3 clusters Score -8389251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8389264.000000 Penalty: 5330.966797
	Iteration 25Q: 3 clusters Score -8389264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8389261.000000 Penalty: 5330.966797
	Iteration 26Q: 3 clusters Score -8389261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8389269.000000 Penalty: 5330.966797
	Iteration 27Q: 3 clusters Score -8389269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8389269.000000 Penalty: 5330.966797
	Iteration 28Q: 3 clusters Score -8389269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8389272.000000 Penalty: 5330.966797
	Iteration 29Q: 3 clusters Score -8389272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8389274.000000 Penalty: 5330.966797
	Iteration 30Q: 3 clusters Score -8389274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8389274.000000 Penalty: 5330.966797
	Iteration 31F: 3 clusters Score -8389274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Entering Unmasked Estep 
Score: -8815184.000000 Penalty: 2678.335205
	Iteration 0F: 2 clusters Score -8815184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8784559.000000 Penalty: 5356.670410
	Iteration 0F: 3 clusters Score -8784559 nChanged 22599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -8796881.000000 Penalty: 5356.670410
	Iteration 1F: 3 clusters Score -8796881 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -8797346.000000 Penalty: 5356.670410
	Iteration 2Q: 3 clusters Score -8797346 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -8797849.000000 Penalty: 5356.670410
	Iteration 3Q: 3 clusters Score -8797849 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -8798554.000000 Penalty: 5356.670410
	Iteration 4Q: 3 clusters Score -8798554 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8799576.000000 Penalty: 5356.670410
	Iteration 5Q: 3 clusters Score -8799576 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -8800853.000000 Penalty: 5356.670410
	Iteration 6F: 3 clusters Score -8800853 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -8802863.000000 Penalty: 5356.670410
	Iteration 7F: 3 clusters Score -8802863 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -8805507.000000 Penalty: 5356.670410
	Iteration 8F: 3 clusters Score -8805507 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -8808293.000000 Penalty: 5356.670410
	Iteration 9F: 3 clusters Score -8808293 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8810224.000000 Penalty: 5356.670410
	Iteration 10F: 3 clusters Score -8810224 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8811449.000000 Penalty: 5356.670410
	Iteration 11Q: 3 clusters Score -8811449 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8812122.000000 Penalty: 5356.670410
	Iteration 12Q: 3 clusters Score -8812122 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8812464.000000 Penalty: 5356.670410
	Iteration 13Q: 3 clusters Score -8812464 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8812619.000000 Penalty: 5356.670410
	Iteration 14Q: 3 clusters Score -8812619 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8812727.000000 Penalty: 5356.670410
	Iteration 15Q: 3 clusters Score -8812727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8812776.000000 Penalty: 5356.670410
	Iteration 16Q: 3 clusters Score -8812776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8812811.000000 Penalty: 5356.670410
	Iteration 17Q: 3 clusters Score -8812811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8812831.000000 Penalty: 5356.670410
	Iteration 18Q: 3 clusters Score -8812831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8812831.000000 Penalty: 5356.670410
	Iteration 19Q: 3 clusters Score -8812831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8812847.000000 Penalty: 5356.670410
	Iteration 20F: 3 clusters Score -8812847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8812854.000000 Penalty: 5356.670410
	Iteration 21Q: 3 clusters Score -8812854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8812875.000000 Penalty: 5356.670410
	Iteration 22Q: 3 clusters Score -8812875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8812876.000000 Penalty: 5356.670410
	Iteration 23Q: 3 clusters Score -8812876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8812882.000000 Penalty: 5356.670410
	Iteration 24Q: 3 clusters Score -8812882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8812896.000000 Penalty: 5356.670410
	Iteration 25Q: 3 clusters Score -8812896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8812899.000000 Penalty: 5356.670410
	Iteration 26Q: 3 clusters Score -8812899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8812911.000000 Penalty: 5356.670410
	Iteration 27Q: 3 clusters Score -8812911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8812911.000000 Penalty: 5356.670410
	Iteration 28Q: 3 clusters Score -8812911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8812914.000000 Penalty: 5356.670410
	Iteration 29Q: 3 clusters Score -8812914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8812912.000000 Penalty: 5356.670410
	Iteration 30Q: 3 clusters Score -8812912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8812920.000000 Penalty: 5356.670410
	Iteration 31Q: 3 clusters Score -8812920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8812920.000000 Penalty: 5356.670410
	Iteration 32F: 3 clusters Score -8812920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Entering Unmasked Estep 
Score: -4249624.500000 Penalty: 2500.908203
	Iteration 0F: 2 clusters Score -4249624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4232957.500000 Penalty: 5001.816406
	Iteration 0F: 3 clusters Score -4232958 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4238570.500000 Penalty: 5001.816406
	Iteration 1F: 3 clusters Score -4238570 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4239017.500000 Penalty: 5001.816406
	Iteration 2F: 3 clusters Score -4239018 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4239430.500000 Penalty: 5001.816406
	Iteration 3Q: 3 clusters Score -4239430 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4239812.500000 Penalty: 5001.816406
	Iteration 4Q: 3 clusters Score -4239812 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4240181.500000 Penalty: 5001.816406
	Iteration 5Q: 3 clusters Score -4240182 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -4240632.500000 Penalty: 5001.816406
	Iteration 6Q: 3 clusters Score -4240632 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4241181.000000 Penalty: 5001.816406
	Iteration 7Q: 3 clusters Score -4241181 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -4241981.500000 Penalty: 5001.816406
	Iteration 8F: 3 clusters Score -4241982 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4243173.500000 Penalty: 5001.816406
	Iteration 9F: 3 clusters Score -4243174 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4244551.000000 Penalty: 5001.816406
	Iteration 10F: 3 clusters Score -4244551 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4245722.500000 Penalty: 5001.816406
	Iteration 11F: 3 clusters Score -4245722 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4246664.000000 Penalty: 5001.816406
	Iteration 12Q: 3 clusters Score -4246664 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4247269.000000 Penalty: 5001.816406
	Iteration 13Q: 3 clusters Score -4247269 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4247647.500000 Penalty: 5001.816406
	Iteration 14Q: 3 clusters Score -4247648 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4247850.000000 Penalty: 5001.816406
	Iteration 15Q: 3 clusters Score -4247850 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4247973.000000 Penalty: 5001.816406
	Iteration 16Q: 3 clusters Score -4247973 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4248051.000000 Penalty: 5001.816406
	Iteration 17Q: 3 clusters Score -4248051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4248088.500000 Penalty: 5001.816406
	Iteration 18Q: 3 clusters Score -4248088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -4248130.000000 Penalty: 5001.816406
	Iteration 19Q: 3 clusters Score -4248130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4248150.000000 Penalty: 5001.816406
	Iteration 20F: 3 clusters Score -4248150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4248147.000000 Penalty: 5001.816406
	Iteration 21Q: 3 clusters Score -4248147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4248146.000000 Penalty: 5001.816406
	Iteration 22Q: 3 clusters Score -4248146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4248153.000000 Penalty: 5001.816406
	Iteration 23Q: 3 clusters Score -4248153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4248166.000000 Penalty: 5001.816406
	Iteration 24Q: 3 clusters Score -4248166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4248170.000000 Penalty: 5001.816406
	Iteration 25Q: 3 clusters Score -4248170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4248172.000000 Penalty: 5001.816406
	Iteration 26Q: 3 clusters Score -4248172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4248172.500000 Penalty: 5001.816406
	Iteration 27Q: 3 clusters Score -4248172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4248171.000000 Penalty: 5001.816406
	Iteration 28Q: 3 clusters Score -4248171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4248171.000000 Penalty: 5001.816406
	Iteration 29F: 3 clusters Score -4248171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -209756.796875 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -209756.8 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 582 members 
Entering Unmasked Estep 
Score: -207733.578125 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -207733.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -208177.125000 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -208177.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -208306.562500 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -208306.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -208352.531250 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -208352.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -208405.531250 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -208405.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -208438.484375 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -208438.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -208500.640625 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -208500.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -208588.281250 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -208588.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -208659.421875 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -208659.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -208704.609375 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -208704.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -208738.140625 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -208738.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -208769.390625 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -208769.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -208803.671875 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -208803.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -208830.578125 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -208830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -208841.718750 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -208841.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -208848.562500 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -208848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -208852.406250 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -208852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -208856.406250 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -208856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -208858.953125 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -208859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -208859.500000 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -208859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -208859.500000 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -208859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Entering Unmasked Estep 
Score: -3664429.500000 Penalty: 2463.479736
	Iteration 0F: 2 clusters Score -3664430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3649869.750000 Penalty: 4926.959473
	Iteration 0F: 3 clusters Score -3649870 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3654726.750000 Penalty: 4926.959473
	Iteration 1F: 3 clusters Score -3654727 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3655225.750000 Penalty: 4926.959473
	Iteration 2F: 3 clusters Score -3655226 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3655857.250000 Penalty: 4926.959473
	Iteration 3F: 3 clusters Score -3655857 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3656672.750000 Penalty: 4926.959473
	Iteration 4F: 3 clusters Score -3656673 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3657691.500000 Penalty: 4926.959473
	Iteration 5F: 3 clusters Score -3657692 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3658903.000000 Penalty: 4926.959473
	Iteration 6F: 3 clusters Score -3658903 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3660111.000000 Penalty: 4926.959473
	Iteration 7F: 3 clusters Score -3660111 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3661155.750000 Penalty: 4926.959473
	Iteration 8F: 3 clusters Score -3661156 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3661968.000000 Penalty: 4926.959473
	Iteration 9Q: 3 clusters Score -3661968 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3662439.500000 Penalty: 4926.959473
	Iteration 10Q: 3 clusters Score -3662440 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3662630.500000 Penalty: 4926.959473
	Iteration 11Q: 3 clusters Score -3662630 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3662732.250000 Penalty: 4926.959473
	Iteration 12Q: 3 clusters Score -3662732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3662791.500000 Penalty: 4926.959473
	Iteration 13Q: 3 clusters Score -3662792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3662815.250000 Penalty: 4926.959473
	Iteration 14Q: 3 clusters Score -3662815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3662842.500000 Penalty: 4926.959473
	Iteration 15Q: 3 clusters Score -3662842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3662850.500000 Penalty: 4926.959473
	Iteration 16Q: 3 clusters Score -3662850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3662857.500000 Penalty: 4926.959473
	Iteration 17Q: 3 clusters Score -3662858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3662861.250000 Penalty: 4926.959473
	Iteration 18Q: 3 clusters Score -3662861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3662867.000000 Penalty: 4926.959473
	Iteration 19Q: 3 clusters Score -3662867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3662871.500000 Penalty: 4926.959473
	Iteration 20F: 3 clusters Score -3662872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3662874.250000 Penalty: 4926.959473
	Iteration 21Q: 3 clusters Score -3662874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3662877.250000 Penalty: 4926.959473
	Iteration 22Q: 3 clusters Score -3662877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3662878.750000 Penalty: 4926.959473
	Iteration 23Q: 3 clusters Score -3662879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3662881.000000 Penalty: 4926.959473
	Iteration 24Q: 3 clusters Score -3662881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3662879.750000 Penalty: 4926.959473
	Iteration 25Q: 3 clusters Score -3662880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3662888.250000 Penalty: 4926.959473
	Iteration 26Q: 3 clusters Score -3662888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -3662882.750000 Penalty: 4926.959473
	Iteration 27Q: 3 clusters Score -3662883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3662885.500000 Penalty: 4926.959473
	Iteration 28Q: 3 clusters Score -3662886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3662891.750000 Penalty: 4926.959473
	Iteration 29Q: 3 clusters Score -3662892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3662888.500000 Penalty: 4926.959473
	Iteration 30Q: 3 clusters Score -3662888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3662898.250000 Penalty: 4926.959473
	Iteration 31Q: 3 clusters Score -3662898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3662894.500000 Penalty: 4926.959473
	Iteration 32Q: 3 clusters Score -3662894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3662896.250000 Penalty: 4926.959473
	Iteration 33Q: 3 clusters Score -3662896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3662898.000000 Penalty: 4926.959473
	Iteration 34Q: 3 clusters Score -3662898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3662902.750000 Penalty: 4926.959473
	Iteration 35Q: 3 clusters Score -3662903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3662900.750000 Penalty: 4926.959473
	Iteration 36Q: 3 clusters Score -3662901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3662900.000000 Penalty: 4926.959473
	Iteration 37Q: 3 clusters Score -3662900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3662898.250000 Penalty: 4926.959473
	Iteration 38Q: 3 clusters Score -3662898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3662903.250000 Penalty: 4926.959473
	Iteration 39Q: 3 clusters Score -3662903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3662901.750000 Penalty: 4926.959473
	Iteration 40F: 3 clusters Score -3662902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (68176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Entering Unmasked Estep 
Score: -12014526.000000 Penalty: 2760.202148
	Iteration 0F: 2 clusters Score -1.201453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -11973149.000000 Penalty: 5520.404297
	Iteration 0F: 3 clusters Score -1.197315e+07 nChanged 31781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -11991006.000000 Penalty: 5520.404297
	Iteration 1F: 3 clusters Score -1.199101e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -11991720.000000 Penalty: 5520.404297
	Iteration 2Q: 3 clusters Score -1.199172e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -11992572.000000 Penalty: 5520.404297
	Iteration 3Q: 3 clusters Score -1.199257e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -11993555.000000 Penalty: 5520.404297
	Iteration 4Q: 3 clusters Score -1.199356e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -11994713.000000 Penalty: 5520.404297
	Iteration 5Q: 3 clusters Score -1.199471e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -11996314.000000 Penalty: 5520.404297
	Iteration 6Q: 3 clusters Score -1.199631e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -11998251.000000 Penalty: 5520.404297
	Iteration 7F: 3 clusters Score -1.199825e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -12000699.000000 Penalty: 5520.404297
	Iteration 8F: 3 clusters Score -1.20007e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -12003842.000000 Penalty: 5520.404297
	Iteration 9F: 3 clusters Score -1.200384e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -12007073.000000 Penalty: 5520.404297
	Iteration 10F: 3 clusters Score -1.200707e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -12009624.000000 Penalty: 5520.404297
	Iteration 11F: 3 clusters Score -1.200962e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -12010991.000000 Penalty: 5520.404297
	Iteration 12Q: 3 clusters Score -1.201099e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -12011564.000000 Penalty: 5520.404297
	Iteration 13Q: 3 clusters Score -1.201156e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -12011834.000000 Penalty: 5520.404297
	Iteration 14Q: 3 clusters Score -1.201183e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -12011997.000000 Penalty: 5520.404297
	Iteration 15Q: 3 clusters Score -1.2012e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -12012056.000000 Penalty: 5520.404297
	Iteration 16Q: 3 clusters Score -1.201206e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -12012110.000000 Penalty: 5520.404297
	Iteration 17Q: 3 clusters Score -1.201211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -12012152.000000 Penalty: 5520.404297
	Iteration 18Q: 3 clusters Score -1.201215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -12012163.000000 Penalty: 5520.404297
	Iteration 19Q: 3 clusters Score -1.201216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -12012163.000000 Penalty: 5520.404297
	Iteration 20F: 3 clusters Score -1.201216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -12012171.000000 Penalty: 5520.404297
	Iteration 21Q: 3 clusters Score -1.201217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -12012173.000000 Penalty: 5520.404297
	Iteration 22Q: 3 clusters Score -1.201217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -12012166.000000 Penalty: 5520.404297
	Iteration 23Q: 3 clusters Score -1.201217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -12012183.000000 Penalty: 5520.404297
	Iteration 24Q: 3 clusters Score -1.201218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -12012182.000000 Penalty: 5520.404297
	Iteration 25Q: 3 clusters Score -1.201218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -12012183.000000 Penalty: 5520.404297
	Iteration 26Q: 3 clusters Score -1.201218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -12012183.000000 Penalty: 5520.404297
	Iteration 27F: 3 clusters Score -1.201218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (37093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Entering Unmasked Estep 
Score: -6607855.000000 Penalty: 2609.253662
	Iteration 0F: 2 clusters Score -6607855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -6582766.500000 Penalty: 5218.507324
	Iteration 0F: 3 clusters Score -6582766 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -6592067.000000 Penalty: 5218.507324
	Iteration 1F: 3 clusters Score -6592067 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -6592605.500000 Penalty: 5218.507324
	Iteration 2Q: 3 clusters Score -6592606 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -6593178.000000 Penalty: 5218.507324
	Iteration 3Q: 3 clusters Score -6593178 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -6593736.000000 Penalty: 5218.507324
	Iteration 4Q: 3 clusters Score -6593736 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -6594360.500000 Penalty: 5218.507324
	Iteration 5Q: 3 clusters Score -6594360 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -6595060.000000 Penalty: 5218.507324
	Iteration 6Q: 3 clusters Score -6595060 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6595783.500000 Penalty: 5218.507324
	Iteration 7Q: 3 clusters Score -6595784 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -6596802.000000 Penalty: 5218.507324
	Iteration 8F: 3 clusters Score -6596802 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -6598093.500000 Penalty: 5218.507324
	Iteration 9F: 3 clusters Score -6598094 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6599447.000000 Penalty: 5218.507324
	Iteration 10F: 3 clusters Score -6599447 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6600770.500000 Penalty: 5218.507324
	Iteration 11F: 3 clusters Score -6600770 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -6601986.000000 Penalty: 5218.507324
	Iteration 12Q: 3 clusters Score -6601986 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -6602858.500000 Penalty: 5218.507324
	Iteration 13Q: 3 clusters Score -6602858 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -6603527.000000 Penalty: 5218.507324
	Iteration 14Q: 3 clusters Score -6603527 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6604070.500000 Penalty: 5218.507324
	Iteration 15Q: 3 clusters Score -6604070 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -6604431.000000 Penalty: 5218.507324
	Iteration 16Q: 3 clusters Score -6604431 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -6604666.000000 Penalty: 5218.507324
	Iteration 17Q: 3 clusters Score -6604666 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -6604879.000000 Penalty: 5218.507324
	Iteration 18Q: 3 clusters Score -6604879 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -6605083.000000 Penalty: 5218.507324
	Iteration 19Q: 3 clusters Score -6605083 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -6605256.500000 Penalty: 5218.507324
	Iteration 20F: 3 clusters Score -6605256 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -6605446.500000 Penalty: 5218.507324
	Iteration 21Q: 3 clusters Score -6605446 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -6605544.500000 Penalty: 5218.507324
	Iteration 22Q: 3 clusters Score -6605544 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -6605637.500000 Penalty: 5218.507324
	Iteration 23Q: 3 clusters Score -6605638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -6605694.000000 Penalty: 5218.507324
	Iteration 24Q: 3 clusters Score -6605694 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -6605766.500000 Penalty: 5218.507324
	Iteration 25Q: 3 clusters Score -6605766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6605813.000000 Penalty: 5218.507324
	Iteration 26Q: 3 clusters Score -6605813 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -6605855.000000 Penalty: 5218.507324
	Iteration 27Q: 3 clusters Score -6605855 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -6605890.500000 Penalty: 5218.507324
	Iteration 28Q: 3 clusters Score -6605890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -6605928.000000 Penalty: 5218.507324
	Iteration 29Q: 3 clusters Score -6605928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -6605940.500000 Penalty: 5218.507324
	Iteration 30Q: 3 clusters Score -6605940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -6605977.000000 Penalty: 5218.507324
	Iteration 31Q: 3 clusters Score -6605977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -6605973.500000 Penalty: 5218.507324
	Iteration 32Q: 3 clusters Score -6605974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -6605987.000000 Penalty: 5218.507324
	Iteration 33Q: 3 clusters Score -6605987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -6606010.500000 Penalty: 5218.507324
	Iteration 34Q: 3 clusters Score -6606010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -6606014.000000 Penalty: 5218.507324
	Iteration 35Q: 3 clusters Score -6606014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -6606026.000000 Penalty: 5218.507324
	Iteration 36Q: 3 clusters Score -6606026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -6606022.000000 Penalty: 5218.507324
	Iteration 37Q: 3 clusters Score -6606022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -6606047.500000 Penalty: 5218.507324
	Iteration 38Q: 3 clusters Score -6606048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -6606051.000000 Penalty: 5218.507324
	Iteration 39Q: 3 clusters Score -6606051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6606057.500000 Penalty: 5218.507324
	Iteration 40F: 3 clusters Score -6606058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -6606053.500000 Penalty: 5218.507324
	Iteration 41Q: 3 clusters Score -6606054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -6606064.000000 Penalty: 5218.507324
	Iteration 42Q: 3 clusters Score -6606064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6606076.000000 Penalty: 5218.507324
	Iteration 43Q: 3 clusters Score -6606076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -6606086.000000 Penalty: 5218.507324
	Iteration 44Q: 3 clusters Score -6606086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -6606089.500000 Penalty: 5218.507324
	Iteration 45Q: 3 clusters Score -6606090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6606087.500000 Penalty: 5218.507324
	Iteration 46Q: 3 clusters Score -6606088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -6606090.000000 Penalty: 5218.507324
	Iteration 47Q: 3 clusters Score -6606090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6606087.500000 Penalty: 5218.507324
	Iteration 48Q: 3 clusters Score -6606088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -6606093.000000 Penalty: 5218.507324
	Iteration 49Q: 3 clusters Score -6606093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -6606090.000000 Penalty: 5218.507324
	Iteration 50Q: 3 clusters Score -6606090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -6606087.500000 Penalty: 5218.507324
	Iteration 51Q: 3 clusters Score -6606088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -6606095.000000 Penalty: 5218.507324
	Iteration 52Q: 3 clusters Score -6606095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -6606090.500000 Penalty: 5218.507324
	Iteration 53Q: 3 clusters Score -6606090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6606095.000000 Penalty: 5218.507324
	Iteration 54Q: 3 clusters Score -6606095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6606095.000000 Penalty: 5218.507324
	Iteration 55F: 3 clusters Score -6606095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (43968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Entering Unmasked Estep 
Score: -7971952.000000 Penalty: 2651.421875
	Iteration 0F: 2 clusters Score -7971952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -7943039.500000 Penalty: 5302.843750
	Iteration 0F: 3 clusters Score -7943040 nChanged 20174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -7954043.500000 Penalty: 5302.843750
	Iteration 1F: 3 clusters Score -7954044 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -7954596.000000 Penalty: 5302.843750
	Iteration 2Q: 3 clusters Score -7954596 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -7955120.000000 Penalty: 5302.843750
	Iteration 3Q: 3 clusters Score -7955120 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -7955831.500000 Penalty: 5302.843750
	Iteration 4Q: 3 clusters Score -7955832 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -7956961.500000 Penalty: 5302.843750
	Iteration 5Q: 3 clusters Score -7956962 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -7958570.500000 Penalty: 5302.843750
	Iteration 6F: 3 clusters Score -7958570 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -7960932.000000 Penalty: 5302.843750
	Iteration 7F: 3 clusters Score -7960932 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -7963871.500000 Penalty: 5302.843750
	Iteration 8F: 3 clusters Score -7963872 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -7966681.500000 Penalty: 5302.843750
	Iteration 9F: 3 clusters Score -7966682 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -7968450.000000 Penalty: 5302.843750
	Iteration 10Q: 3 clusters Score -7968450 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -7969102.500000 Penalty: 5302.843750
	Iteration 11Q: 3 clusters Score -7969102 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -7969422.500000 Penalty: 5302.843750
	Iteration 12Q: 3 clusters Score -7969422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -7969527.500000 Penalty: 5302.843750
	Iteration 13Q: 3 clusters Score -7969528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -7969563.500000 Penalty: 5302.843750
	Iteration 14Q: 3 clusters Score -7969564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -7969586.500000 Penalty: 5302.843750
	Iteration 15Q: 3 clusters Score -7969586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -7969602.000000 Penalty: 5302.843750
	Iteration 16Q: 3 clusters Score -7969602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -7969618.000000 Penalty: 5302.843750
	Iteration 17Q: 3 clusters Score -7969618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -7969616.500000 Penalty: 5302.843750
	Iteration 18Q: 3 clusters Score -7969616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -7969624.000000 Penalty: 5302.843750
	Iteration 19Q: 3 clusters Score -7969624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -7969624.000000 Penalty: 5302.843750
	Iteration 20F: 3 clusters Score -7969624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -850209.812500 Penalty: 2106.797852
	Iteration 0F: 2 clusters Score -850209.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -845802.625000 Penalty: 4213.595703
	Iteration 0F: 3 clusters Score -845802.6 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -846887.937500 Penalty: 4213.595703
	Iteration 1F: 3 clusters Score -846887.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -847163.312500 Penalty: 4213.595703
	Iteration 2F: 3 clusters Score -847163.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -847354.562500 Penalty: 4213.595703
	Iteration 3F: 3 clusters Score -847354.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -847496.437500 Penalty: 4213.595703
	Iteration 4Q: 3 clusters Score -847496.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -847639.000000 Penalty: 4213.595703
	Iteration 5Q: 3 clusters Score -847639 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -847775.312500 Penalty: 4213.595703
	Iteration 6Q: 3 clusters Score -847775.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -847922.562500 Penalty: 4213.595703
	Iteration 7Q: 3 clusters Score -847922.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -848081.937500 Penalty: 4213.595703
	Iteration 8Q: 3 clusters Score -848081.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -848259.125000 Penalty: 4213.595703
	Iteration 9Q: 3 clusters Score -848259.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -848442.187500 Penalty: 4213.595703
	Iteration 10Q: 3 clusters Score -848442.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -848599.875000 Penalty: 4213.595703
	Iteration 11Q: 3 clusters Score -848599.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -848767.250000 Penalty: 4213.595703
	Iteration 12Q: 3 clusters Score -848767.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -848885.500000 Penalty: 4213.595703
	Iteration 13Q: 3 clusters Score -848885.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -848989.062500 Penalty: 4213.595703
	Iteration 14Q: 3 clusters Score -848989.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -849093.437500 Penalty: 4213.595703
	Iteration 15Q: 3 clusters Score -849093.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -849194.250000 Penalty: 4213.595703
	Iteration 16Q: 3 clusters Score -849194.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -849266.937500 Penalty: 4213.595703
	Iteration 17Q: 3 clusters Score -849266.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -849323.562500 Penalty: 4213.595703
	Iteration 18Q: 3 clusters Score -849323.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -849352.875000 Penalty: 4213.595703
	Iteration 19Q: 3 clusters Score -849352.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -849374.312500 Penalty: 4213.595703
	Iteration 20F: 3 clusters Score -849374.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -849385.687500 Penalty: 4213.595703
	Iteration 21Q: 3 clusters Score -849385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -849396.937500 Penalty: 4213.595703
	Iteration 22Q: 3 clusters Score -849396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -849405.250000 Penalty: 4213.595703
	Iteration 23Q: 3 clusters Score -849405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -849413.812500 Penalty: 4213.595703
	Iteration 24Q: 3 clusters Score -849413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -849419.375000 Penalty: 4213.595703
	Iteration 25Q: 3 clusters Score -849419.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -849421.812500 Penalty: 4213.595703
	Iteration 26Q: 3 clusters Score -849421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -849427.062500 Penalty: 4213.595703
	Iteration 27Q: 3 clusters Score -849427.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -849434.750000 Penalty: 4213.595703
	Iteration 28Q: 3 clusters Score -849434.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -849443.000000 Penalty: 4213.595703
	Iteration 29Q: 3 clusters Score -849443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -849454.500000 Penalty: 4213.595703
	Iteration 30Q: 3 clusters Score -849454.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -849459.500000 Penalty: 4213.595703
	Iteration 31Q: 3 clusters Score -849459.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -849469.687500 Penalty: 4213.595703
	Iteration 32Q: 3 clusters Score -849469.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -849478.312500 Penalty: 4213.595703
	Iteration 33Q: 3 clusters Score -849478.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -849483.500000 Penalty: 4213.595703
	Iteration 34Q: 3 clusters Score -849483.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -849489.437500 Penalty: 4213.595703
	Iteration 35Q: 3 clusters Score -849489.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -849497.062500 Penalty: 4213.595703
	Iteration 36Q: 3 clusters Score -849497.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -849504.937500 Penalty: 4213.595703
	Iteration 37Q: 3 clusters Score -849504.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -849510.500000 Penalty: 4213.595703
	Iteration 38Q: 3 clusters Score -849510.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -849512.562500 Penalty: 4213.595703
	Iteration 39Q: 3 clusters Score -849512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -849515.125000 Penalty: 4213.595703
	Iteration 40F: 3 clusters Score -849515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -849517.500000 Penalty: 4213.595703
	Iteration 41Q: 3 clusters Score -849517.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -849527.812500 Penalty: 4213.595703
	Iteration 42Q: 3 clusters Score -849527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -849533.312500 Penalty: 4213.595703
	Iteration 43Q: 3 clusters Score -849533.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -849535.437500 Penalty: 4213.595703
	Iteration 44Q: 3 clusters Score -849535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -849542.437500 Penalty: 4213.595703
	Iteration 45Q: 3 clusters Score -849542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -849549.937500 Penalty: 4213.595703
	Iteration 46Q: 3 clusters Score -849549.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -849560.125000 Penalty: 4213.595703
	Iteration 47Q: 3 clusters Score -849560.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -849573.187500 Penalty: 4213.595703
	Iteration 48Q: 3 clusters Score -849573.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -849582.250000 Penalty: 4213.595703
	Iteration 49Q: 3 clusters Score -849582.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -849592.062500 Penalty: 4213.595703
	Iteration 50Q: 3 clusters Score -849592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -849601.625000 Penalty: 4213.595703
	Iteration 51Q: 3 clusters Score -849601.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -849606.000000 Penalty: 4213.595703
	Iteration 52Q: 3 clusters Score -849606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -849614.250000 Penalty: 4213.595703
	Iteration 53Q: 3 clusters Score -849614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -849617.437500 Penalty: 4213.595703
	Iteration 54Q: 3 clusters Score -849617.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -849629.312500 Penalty: 4213.595703
	Iteration 55Q: 3 clusters Score -849629.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -849641.750000 Penalty: 4213.595703
	Iteration 56Q: 3 clusters Score -849641.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -849665.000000 Penalty: 4213.595703
	Iteration 57Q: 3 clusters Score -849665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -849695.500000 Penalty: 4213.595703
	Iteration 58Q: 3 clusters Score -849695.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -849716.375000 Penalty: 4213.595703
	Iteration 59Q: 3 clusters Score -849716.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -849730.000000 Penalty: 4213.595703
	Iteration 60F: 3 clusters Score -849730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -849740.812500 Penalty: 4213.595703
	Iteration 61Q: 3 clusters Score -849740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -849747.250000 Penalty: 4213.595703
	Iteration 62Q: 3 clusters Score -849747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -849748.562500 Penalty: 4213.595703
	Iteration 63Q: 3 clusters Score -849748.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -849752.750000 Penalty: 4213.595703
	Iteration 64Q: 3 clusters Score -849752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -849753.625000 Penalty: 4213.595703
	Iteration 65Q: 3 clusters Score -849753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -849753.812500 Penalty: 4213.595703
	Iteration 66Q: 3 clusters Score -849753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -849753.812500 Penalty: 4213.595703
	Iteration 67F: 3 clusters Score -849753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Entering Unmasked Estep 
Score: -7830526.000000 Penalty: 2651.235840
	Iteration 0F: 2 clusters Score -7830526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -7801735.500000 Penalty: 5302.471680
	Iteration 0F: 3 clusters Score -7801736 nChanged 20070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -7812741.000000 Penalty: 5302.471680
	Iteration 1F: 3 clusters Score -7812741 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -7813265.500000 Penalty: 5302.471680
	Iteration 2Q: 3 clusters Score -7813266 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -7813857.000000 Penalty: 5302.471680
	Iteration 3Q: 3 clusters Score -7813857 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -7814429.000000 Penalty: 5302.471680
	Iteration 4Q: 3 clusters Score -7814429 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -7815114.500000 Penalty: 5302.471680
	Iteration 5Q: 3 clusters Score -7815114 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -7815917.000000 Penalty: 5302.471680
	Iteration 6Q: 3 clusters Score -7815917 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -7816795.500000 Penalty: 5302.471680
	Iteration 7Q: 3 clusters Score -7816796 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -7817915.000000 Penalty: 5302.471680
	Iteration 8Q: 3 clusters Score -7817915 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -7819469.500000 Penalty: 5302.471680
	Iteration 9F: 3 clusters Score -7819470 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -7821306.000000 Penalty: 5302.471680
	Iteration 10F: 3 clusters Score -7821306 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -7823289.000000 Penalty: 5302.471680
	Iteration 11F: 3 clusters Score -7823289 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -7824880.000000 Penalty: 5302.471680
	Iteration 12Q: 3 clusters Score -7824880 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7826184.500000 Penalty: 5302.471680
	Iteration 13Q: 3 clusters Score -7826184 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7826993.000000 Penalty: 5302.471680
	Iteration 14Q: 3 clusters Score -7826993 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7827531.500000 Penalty: 5302.471680
	Iteration 15Q: 3 clusters Score -7827532 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7827892.500000 Penalty: 5302.471680
	Iteration 16Q: 3 clusters Score -7827892 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7828184.500000 Penalty: 5302.471680
	Iteration 17Q: 3 clusters Score -7828184 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7828401.500000 Penalty: 5302.471680
	Iteration 18Q: 3 clusters Score -7828402 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -7828570.500000 Penalty: 5302.471680
	Iteration 19Q: 3 clusters Score -7828570 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -7828655.500000 Penalty: 5302.471680
	Iteration 20F: 3 clusters Score -7828656 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7828708.000000 Penalty: 5302.471680
	Iteration 21Q: 3 clusters Score -7828708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -7828720.000000 Penalty: 5302.471680
	Iteration 22Q: 3 clusters Score -7828720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7828766.500000 Penalty: 5302.471680
	Iteration 23Q: 3 clusters Score -7828766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -7828788.500000 Penalty: 5302.471680
	Iteration 24Q: 3 clusters Score -7828788 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -7828805.500000 Penalty: 5302.471680
	Iteration 25Q: 3 clusters Score -7828806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -7828818.000000 Penalty: 5302.471680
	Iteration 26Q: 3 clusters Score -7828818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -7828825.000000 Penalty: 5302.471680
	Iteration 27Q: 3 clusters Score -7828825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -7828838.500000 Penalty: 5302.471680
	Iteration 28Q: 3 clusters Score -7828838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7828833.500000 Penalty: 5302.471680
	Iteration 29Q: 3 clusters Score -7828834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7828860.000000 Penalty: 5302.471680
	Iteration 30Q: 3 clusters Score -7828860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7828863.500000 Penalty: 5302.471680
	Iteration 31Q: 3 clusters Score -7828864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -7828865.000000 Penalty: 5302.471680
	Iteration 32Q: 3 clusters Score -7828865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -7828857.000000 Penalty: 5302.471680
	Iteration 33Q: 3 clusters Score -7828857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7828862.000000 Penalty: 5302.471680
	Iteration 34Q: 3 clusters Score -7828862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7828882.000000 Penalty: 5302.471680
	Iteration 35Q: 3 clusters Score -7828882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7828872.500000 Penalty: 5302.471680
	Iteration 36Q: 3 clusters Score -7828872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -7828888.500000 Penalty: 5302.471680
	Iteration 37Q: 3 clusters Score -7828888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -7828897.500000 Penalty: 5302.471680
	Iteration 38Q: 3 clusters Score -7828898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7828898.000000 Penalty: 5302.471680
	Iteration 39Q: 3 clusters Score -7828898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7828910.500000 Penalty: 5302.471680
	Iteration 40F: 3 clusters Score -7828910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -7828895.500000 Penalty: 5302.471680
	Iteration 41Q: 3 clusters Score -7828896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7828898.500000 Penalty: 5302.471680
	Iteration 42Q: 3 clusters Score -7828898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7828898.000000 Penalty: 5302.471680
	Iteration 43Q: 3 clusters Score -7828898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -7828899.500000 Penalty: 5302.471680
	Iteration 44Q: 3 clusters Score -7828900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -7828896.000000 Penalty: 5302.471680
	Iteration 45Q: 3 clusters Score -7828896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -7828891.500000 Penalty: 5302.471680
	Iteration 46Q: 3 clusters Score -7828892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -7828901.000000 Penalty: 5302.471680
	Iteration 47Q: 3 clusters Score -7828901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -7828907.500000 Penalty: 5302.471680
	Iteration 48Q: 3 clusters Score -7828908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -7828899.500000 Penalty: 5302.471680
	Iteration 49Q: 3 clusters Score -7828900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7828893.000000 Penalty: 5302.471680
	Iteration 50Q: 3 clusters Score -7828893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -7828897.000000 Penalty: 5302.471680
	Iteration 51Q: 3 clusters Score -7828897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -7828896.000000 Penalty: 5302.471680
	Iteration 52Q: 3 clusters Score -7828896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7828897.000000 Penalty: 5302.471680
	Iteration 53Q: 3 clusters Score -7828897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -7828901.500000 Penalty: 5302.471680
	Iteration 54Q: 3 clusters Score -7828902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7828900.500000 Penalty: 5302.471680
	Iteration 55Q: 3 clusters Score -7828900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -7828905.500000 Penalty: 5302.471680
	Iteration 56Q: 3 clusters Score -7828906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -7828894.500000 Penalty: 5302.471680
	Iteration 57Q: 3 clusters Score -7828894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -7828907.500000 Penalty: 5302.471680
	Iteration 58Q: 3 clusters Score -7828908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -7828902.500000 Penalty: 5302.471680
	Iteration 59Q: 3 clusters Score -7828902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -7828895.500000 Penalty: 5302.471680
	Iteration 60F: 3 clusters Score -7828896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7828897.500000 Penalty: 5302.471680
	Iteration 61Q: 3 clusters Score -7828898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7828897.500000 Penalty: 5302.471680
	Iteration 62F: 3 clusters Score -7828898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -151685.156250 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151685.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -152138.921875 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152138.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152431.109375 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152431.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -152678.609375 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152678.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -152805.828125 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -152805.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -152869.171875 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -152869.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152907.312500 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152907.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152944.078125 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -152969.171875 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152992.703125 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152992.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153008.703125 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -153008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -153015.500000 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -153015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153023.125000 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -153023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -153027.281250 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -153027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -153028.812500 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -153028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153030.343750 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -153030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153032.390625 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -153032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -153036.343750 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -153036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -153036.343750 Penalty: 3444.745361
	Iteration 18F: 3 clusters Score -153036.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (52413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Entering Unmasked Estep 
Score: -9428392.000000 Penalty: 2694.993652
	Iteration 0F: 2 clusters Score -9428392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -9397211.000000 Penalty: 5389.987305
	Iteration 0F: 3 clusters Score -9397211 nChanged 24383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -9410543.000000 Penalty: 5389.987305
	Iteration 1F: 3 clusters Score -9410543 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -9411079.000000 Penalty: 5389.987305
	Iteration 2Q: 3 clusters Score -9411079 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -9411508.000000 Penalty: 5389.987305
	Iteration 3Q: 3 clusters Score -9411508 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9411906.000000 Penalty: 5389.987305
	Iteration 4Q: 3 clusters Score -9411906 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -9412458.000000 Penalty: 5389.987305
	Iteration 5Q: 3 clusters Score -9412458 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -9413168.000000 Penalty: 5389.987305
	Iteration 6Q: 3 clusters Score -9413168 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -9414175.000000 Penalty: 5389.987305
	Iteration 7Q: 3 clusters Score -9414175 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -9415680.000000 Penalty: 5389.987305
	Iteration 8F: 3 clusters Score -9415680 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -9417713.000000 Penalty: 5389.987305
	Iteration 9F: 3 clusters Score -9417713 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -9420204.000000 Penalty: 5389.987305
	Iteration 10F: 3 clusters Score -9420204 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -9422335.000000 Penalty: 5389.987305
	Iteration 11F: 3 clusters Score -9422335 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -9423891.000000 Penalty: 5389.987305
	Iteration 12F: 3 clusters Score -9423891 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -9424800.000000 Penalty: 5389.987305
	Iteration 13Q: 3 clusters Score -9424800 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -9425302.000000 Penalty: 5389.987305
	Iteration 14Q: 3 clusters Score -9425302 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -9425621.000000 Penalty: 5389.987305
	Iteration 15Q: 3 clusters Score -9425621 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -9425846.000000 Penalty: 5389.987305
	Iteration 16Q: 3 clusters Score -9425846 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -9425979.000000 Penalty: 5389.987305
	Iteration 17Q: 3 clusters Score -9425979 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -9426048.000000 Penalty: 5389.987305
	Iteration 18Q: 3 clusters Score -9426048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -9426078.000000 Penalty: 5389.987305
	Iteration 19Q: 3 clusters Score -9426078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -9426104.000000 Penalty: 5389.987305
	Iteration 20F: 3 clusters Score -9426104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -9426104.000000 Penalty: 5389.987305
	Iteration 21Q: 3 clusters Score -9426104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -9426141.000000 Penalty: 5389.987305
	Iteration 22Q: 3 clusters Score -9426141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -9426156.000000 Penalty: 5389.987305
	Iteration 23Q: 3 clusters Score -9426156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -9426171.000000 Penalty: 5389.987305
	Iteration 24Q: 3 clusters Score -9426171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -9426174.000000 Penalty: 5389.987305
	Iteration 25Q: 3 clusters Score -9426174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -9426181.000000 Penalty: 5389.987305
	Iteration 26Q: 3 clusters Score -9426181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -9426183.000000 Penalty: 5389.987305
	Iteration 27Q: 3 clusters Score -9426183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -9426171.000000 Penalty: 5389.987305
	Iteration 28Q: 3 clusters Score -9426171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -9426185.000000 Penalty: 5389.987305
	Iteration 29Q: 3 clusters Score -9426185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -9426185.000000 Penalty: 5389.987305
	Iteration 30F: 3 clusters Score -9426185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37002 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 50372 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22075 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 44542 members 
Mstep: Class 15 contains 35412 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46456 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 34238 members 
Mstep: Class 20 contains 41522 members 
Mstep: Class 21 contains 15843 members 
Mstep: Class 22 contains 48656 members 
Mstep: Class 23 contains 50935 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44548 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40471 members 
Mstep: Class 28 contains 41726 members 
Mstep: Class 29 contains 46533 members 
Mstep: Class 30 contains 49008 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20607 members 
Mstep: Class 34 contains 68176 members 
Mstep: Class 35 contains 37093 members 
Mstep: Class 36 contains 43968 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 43935 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430096.000000 Penalty: 138191.531250
Iteration 279Q: 41 clusters Score -1.964301e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 36276 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 17000 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36978 members 
Mstep: Class 9 contains 7308 members 
Mstep: Class 10 contains 50380 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 22069 members 
Mstep: Class 13 contains 38297 members 
Mstep: Class 14 contains 44494 members 
Mstep: Class 15 contains 35403 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46436 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 34007 members 
Mstep: Class 20 contains 41516 members 
Mstep: Class 21 contains 15848 members 
Mstep: Class 22 contains 48647 members 
Mstep: Class 23 contains 50944 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44553 members 
Mstep: Class 26 contains 19926 members 
Mstep: Class 27 contains 40460 members 
Mstep: Class 28 contains 41727 members 
Mstep: Class 29 contains 46536 members 
Mstep: Class 30 contains 49040 members 
Mstep: Class 31 contains 23962 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20712 members 
Mstep: Class 34 contains 68159 members 
Mstep: Class 35 contains 37099 members 
Mstep: Class 36 contains 43958 members 
Mstep: Class 37 contains 4895 members 
Mstep: Class 38 contains 43940 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430032.000000 Penalty: 138191.531250
Iteration 280F: 41 clusters Score -1.9643e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 36209 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16998 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36953 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 22065 members 
Mstep: Class 13 contains 38370 members 
Mstep: Class 14 contains 44452 members 
Mstep: Class 15 contains 35406 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46434 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 33771 members 
Mstep: Class 20 contains 41524 members 
Mstep: Class 21 contains 15853 members 
Mstep: Class 22 contains 48632 members 
Mstep: Class 23 contains 50941 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44551 members 
Mstep: Class 26 contains 19927 members 
Mstep: Class 27 contains 40440 members 
Mstep: Class 28 contains 41728 members 
Mstep: Class 29 contains 46549 members 
Mstep: Class 30 contains 49055 members 
Mstep: Class 31 contains 23962 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20805 members 
Mstep: Class 34 contains 68170 members 
Mstep: Class 35 contains 37080 members 
Mstep: Class 36 contains 43938 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 43951 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 52849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430144.000000 Penalty: 138191.531250
Iteration 281Q: 41 clusters Score -1.964301e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 36150 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 16998 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36925 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 10495 members 
Mstep: Class 12 contains 22057 members 
Mstep: Class 13 contains 38460 members 
Mstep: Class 14 contains 44426 members 
Mstep: Class 15 contains 35397 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46436 members 
Mstep: Class 18 contains 11733 members 
Mstep: Class 19 contains 33523 members 
Mstep: Class 20 contains 41540 members 
Mstep: Class 21 contains 15858 members 
Mstep: Class 22 contains 48612 members 
Mstep: Class 23 contains 50948 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44556 members 
Mstep: Class 26 contains 19926 members 
Mstep: Class 27 contains 40426 members 
Mstep: Class 28 contains 41727 members 
Mstep: Class 29 contains 46562 members 
Mstep: Class 30 contains 49076 members 
Mstep: Class 31 contains 23963 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 20906 members 
Mstep: Class 34 contains 68164 members 
Mstep: Class 35 contains 37058 members 
Mstep: Class 36 contains 43901 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 43966 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 53041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430160.000000 Penalty: 138191.531250
Iteration 282Q: 41 clusters Score -1.964302e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 36100 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 16995 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 22053 members 
Mstep: Class 13 contains 38566 members 
Mstep: Class 14 contains 44403 members 
Mstep: Class 15 contains 35389 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46414 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 33285 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 15869 members 
Mstep: Class 22 contains 48589 members 
Mstep: Class 23 contains 50949 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44608 members 
Mstep: Class 26 contains 19929 members 
Mstep: Class 27 contains 40413 members 
Mstep: Class 28 contains 41731 members 
Mstep: Class 29 contains 46561 members 
Mstep: Class 30 contains 49090 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21001 members 
Mstep: Class 34 contains 68151 members 
Mstep: Class 35 contains 37043 members 
Mstep: Class 36 contains 43868 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43964 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 53200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429776.000000 Penalty: 138191.531250
Iteration 283Q: 41 clusters Score -1.964298e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 36029 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 16997 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36888 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 50404 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 22045 members 
Mstep: Class 13 contains 38672 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 35385 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46365 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 33054 members 
Mstep: Class 20 contains 41564 members 
Mstep: Class 21 contains 15871 members 
Mstep: Class 22 contains 48580 members 
Mstep: Class 23 contains 50950 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44632 members 
Mstep: Class 26 contains 19931 members 
Mstep: Class 27 contains 40401 members 
Mstep: Class 28 contains 41737 members 
Mstep: Class 29 contains 46547 members 
Mstep: Class 30 contains 49102 members 
Mstep: Class 31 contains 23965 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21107 members 
Mstep: Class 34 contains 68151 members 
Mstep: Class 35 contains 37033 members 
Mstep: Class 36 contains 43822 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43967 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 53371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429552.000000 Penalty: 138191.531250
Iteration 284Q: 41 clusters Score -1.964296e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 35959 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 16990 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36885 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 50415 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22042 members 
Mstep: Class 13 contains 38791 members 
Mstep: Class 14 contains 44381 members 
Mstep: Class 15 contains 35374 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46319 members 
Mstep: Class 18 contains 11722 members 
Mstep: Class 19 contains 32815 members 
Mstep: Class 20 contains 41598 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 48577 members 
Mstep: Class 23 contains 50953 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44671 members 
Mstep: Class 26 contains 19934 members 
Mstep: Class 27 contains 40390 members 
Mstep: Class 28 contains 41741 members 
Mstep: Class 29 contains 46561 members 
Mstep: Class 30 contains 49124 members 
Mstep: Class 31 contains 23966 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21199 members 
Mstep: Class 34 contains 68157 members 
Mstep: Class 35 contains 37016 members 
Mstep: Class 36 contains 43766 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 43968 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 53498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429776.000000 Penalty: 138191.531250
Iteration 285Q: 41 clusters Score -1.964298e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 35907 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 16985 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36876 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 50420 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 22035 members 
Mstep: Class 13 contains 38908 members 
Mstep: Class 14 contains 44381 members 
Mstep: Class 15 contains 35372 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46318 members 
Mstep: Class 18 contains 11720 members 
Mstep: Class 19 contains 32557 members 
Mstep: Class 20 contains 41590 members 
Mstep: Class 21 contains 15859 members 
Mstep: Class 22 contains 48566 members 
Mstep: Class 23 contains 50955 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44723 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40390 members 
Mstep: Class 28 contains 41743 members 
Mstep: Class 29 contains 46552 members 
Mstep: Class 30 contains 49137 members 
Mstep: Class 31 contains 23969 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21279 members 
Mstep: Class 34 contains 68154 members 
Mstep: Class 35 contains 36998 members 
Mstep: Class 36 contains 43727 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43966 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 53643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429456.000000 Penalty: 138191.531250
Iteration 286Q: 41 clusters Score -1.964295e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 16984 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36863 members 
Mstep: Class 9 contains 7298 members 
Mstep: Class 10 contains 50430 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22038 members 
Mstep: Class 13 contains 39020 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 35361 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46299 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 32302 members 
Mstep: Class 20 contains 41595 members 
Mstep: Class 21 contains 15852 members 
Mstep: Class 22 contains 48557 members 
Mstep: Class 23 contains 50953 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44763 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40396 members 
Mstep: Class 28 contains 41743 members 
Mstep: Class 29 contains 46543 members 
Mstep: Class 30 contains 49142 members 
Mstep: Class 31 contains 23970 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21357 members 
Mstep: Class 34 contains 68159 members 
Mstep: Class 35 contains 36992 members 
Mstep: Class 36 contains 43702 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43979 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 53793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429328.000000 Penalty: 138191.531250
Iteration 287Q: 41 clusters Score -1.964293e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 35789 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 16980 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36845 members 
Mstep: Class 9 contains 7296 members 
Mstep: Class 10 contains 50439 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22038 members 
Mstep: Class 13 contains 39134 members 
Mstep: Class 14 contains 44365 members 
Mstep: Class 15 contains 35350 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46302 members 
Mstep: Class 18 contains 11717 members 
Mstep: Class 19 contains 32057 members 
Mstep: Class 20 contains 41613 members 
Mstep: Class 21 contains 15852 members 
Mstep: Class 22 contains 48554 members 
Mstep: Class 23 contains 50967 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44791 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40389 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 46550 members 
Mstep: Class 30 contains 49151 members 
Mstep: Class 31 contains 23971 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21437 members 
Mstep: Class 34 contains 68166 members 
Mstep: Class 35 contains 36983 members 
Mstep: Class 36 contains 43646 members 
Mstep: Class 37 contains 4906 members 
Mstep: Class 38 contains 43982 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 53923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429168.000000 Penalty: 138191.531250
Iteration 288Q: 41 clusters Score -1.964292e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 35736 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 16982 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36836 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 50436 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22041 members 
Mstep: Class 13 contains 39268 members 
Mstep: Class 14 contains 44363 members 
Mstep: Class 15 contains 35349 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46288 members 
Mstep: Class 18 contains 11716 members 
Mstep: Class 19 contains 31836 members 
Mstep: Class 20 contains 41643 members 
Mstep: Class 21 contains 15849 members 
Mstep: Class 22 contains 48544 members 
Mstep: Class 23 contains 50961 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44817 members 
Mstep: Class 26 contains 19920 members 
Mstep: Class 27 contains 40394 members 
Mstep: Class 28 contains 41741 members 
Mstep: Class 29 contains 46491 members 
Mstep: Class 30 contains 49166 members 
Mstep: Class 31 contains 23971 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21534 members 
Mstep: Class 34 contains 68168 members 
Mstep: Class 35 contains 36967 members 
Mstep: Class 36 contains 43597 members 
Mstep: Class 37 contains 4908 members 
Mstep: Class 38 contains 43986 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429392.000000 Penalty: 138191.531250
Iteration 289Q: 41 clusters Score -1.964294e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 35689 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 16979 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36832 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 50447 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22043 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 44365 members 
Mstep: Class 15 contains 35343 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46271 members 
Mstep: Class 18 contains 11715 members 
Mstep: Class 19 contains 31603 members 
Mstep: Class 20 contains 41674 members 
Mstep: Class 21 contains 15859 members 
Mstep: Class 22 contains 48529 members 
Mstep: Class 23 contains 50963 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44824 members 
Mstep: Class 26 contains 19919 members 
Mstep: Class 27 contains 40391 members 
Mstep: Class 28 contains 41741 members 
Mstep: Class 29 contains 46490 members 
Mstep: Class 30 contains 49187 members 
Mstep: Class 31 contains 23969 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21617 members 
Mstep: Class 34 contains 68166 members 
Mstep: Class 35 contains 36959 members 
Mstep: Class 36 contains 43546 members 
Mstep: Class 37 contains 4909 members 
Mstep: Class 38 contains 43989 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429456.000000 Penalty: 138191.531250
Iteration 290Q: 41 clusters Score -1.964295e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 35632 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 16979 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36838 members 
Mstep: Class 9 contains 7284 members 
Mstep: Class 10 contains 50452 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22047 members 
Mstep: Class 13 contains 39550 members 
Mstep: Class 14 contains 44377 members 
Mstep: Class 15 contains 35335 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46271 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 31367 members 
Mstep: Class 20 contains 41692 members 
Mstep: Class 21 contains 15860 members 
Mstep: Class 22 contains 48533 members 
Mstep: Class 23 contains 50950 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44844 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40394 members 
Mstep: Class 28 contains 41744 members 
Mstep: Class 29 contains 46501 members 
Mstep: Class 30 contains 49205 members 
Mstep: Class 31 contains 23970 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 68145 members 
Mstep: Class 35 contains 36955 members 
Mstep: Class 36 contains 43509 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43981 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429488.000000 Penalty: 138191.531250
Iteration 291Q: 41 clusters Score -1.964295e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 35596 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14058 members 
Mstep: Class 5 contains 16976 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36832 members 
Mstep: Class 9 contains 7282 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 22053 members 
Mstep: Class 13 contains 39690 members 
Mstep: Class 14 contains 44392 members 
Mstep: Class 15 contains 35326 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46252 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 31162 members 
Mstep: Class 20 contains 41702 members 
Mstep: Class 21 contains 15868 members 
Mstep: Class 22 contains 48523 members 
Mstep: Class 23 contains 50944 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44848 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40389 members 
Mstep: Class 28 contains 41742 members 
Mstep: Class 29 contains 46521 members 
Mstep: Class 30 contains 49220 members 
Mstep: Class 31 contains 23970 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21783 members 
Mstep: Class 34 contains 68151 members 
Mstep: Class 35 contains 36944 members 
Mstep: Class 36 contains 43457 members 
Mstep: Class 37 contains 4912 members 
Mstep: Class 38 contains 43982 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429712.000000 Penalty: 138191.531250
Iteration 292Q: 41 clusters Score -1.964297e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 35562 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 16977 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36826 members 
Mstep: Class 9 contains 7282 members 
Mstep: Class 10 contains 50457 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22051 members 
Mstep: Class 13 contains 39821 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 35310 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46254 members 
Mstep: Class 18 contains 11702 members 
Mstep: Class 19 contains 30948 members 
Mstep: Class 20 contains 41720 members 
Mstep: Class 21 contains 15874 members 
Mstep: Class 22 contains 48519 members 
Mstep: Class 23 contains 50940 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44863 members 
Mstep: Class 26 contains 19935 members 
Mstep: Class 27 contains 40385 members 
Mstep: Class 28 contains 41741 members 
Mstep: Class 29 contains 46507 members 
Mstep: Class 30 contains 49232 members 
Mstep: Class 31 contains 23971 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21868 members 
Mstep: Class 34 contains 68155 members 
Mstep: Class 35 contains 36943 members 
Mstep: Class 36 contains 43416 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43977 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429616.000000 Penalty: 138191.531250
Iteration 293Q: 41 clusters Score -1.964296e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 35512 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 16974 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36839 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22056 members 
Mstep: Class 13 contains 39950 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 35302 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46254 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 30766 members 
Mstep: Class 20 contains 41725 members 
Mstep: Class 21 contains 15874 members 
Mstep: Class 22 contains 48500 members 
Mstep: Class 23 contains 50941 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44872 members 
Mstep: Class 26 contains 19939 members 
Mstep: Class 27 contains 40382 members 
Mstep: Class 28 contains 41741 members 
Mstep: Class 29 contains 46464 members 
Mstep: Class 30 contains 49231 members 
Mstep: Class 31 contains 23971 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 21972 members 
Mstep: Class 34 contains 68161 members 
Mstep: Class 35 contains 36939 members 
Mstep: Class 36 contains 43390 members 
Mstep: Class 37 contains 4912 members 
Mstep: Class 38 contains 43978 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429984.000000 Penalty: 138191.531250
Iteration 294Q: 41 clusters Score -1.9643e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 35461 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 16964 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36840 members 
Mstep: Class 9 contains 7273 members 
Mstep: Class 10 contains 50458 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22053 members 
Mstep: Class 13 contains 40066 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 35295 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46233 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 30602 members 
Mstep: Class 20 contains 41755 members 
Mstep: Class 21 contains 15878 members 
Mstep: Class 22 contains 48483 members 
Mstep: Class 23 contains 50939 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44874 members 
Mstep: Class 26 contains 19946 members 
Mstep: Class 27 contains 40376 members 
Mstep: Class 28 contains 41741 members 
Mstep: Class 29 contains 46406 members 
Mstep: Class 30 contains 49233 members 
Mstep: Class 31 contains 23973 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22057 members 
Mstep: Class 34 contains 68185 members 
Mstep: Class 35 contains 36929 members 
Mstep: Class 36 contains 43381 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43979 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430016.000000 Penalty: 138191.531250
Iteration 295Q: 41 clusters Score -1.9643e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 35431 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16958 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36843 members 
Mstep: Class 9 contains 7272 members 
Mstep: Class 10 contains 50457 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22047 members 
Mstep: Class 13 contains 40164 members 
Mstep: Class 14 contains 44400 members 
Mstep: Class 15 contains 35291 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46208 members 
Mstep: Class 18 contains 11678 members 
Mstep: Class 19 contains 30444 members 
Mstep: Class 20 contains 41778 members 
Mstep: Class 21 contains 15882 members 
Mstep: Class 22 contains 48475 members 
Mstep: Class 23 contains 50933 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44877 members 
Mstep: Class 26 contains 19946 members 
Mstep: Class 27 contains 40374 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 46382 members 
Mstep: Class 30 contains 49232 members 
Mstep: Class 31 contains 23973 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22161 members 
Mstep: Class 34 contains 68180 members 
Mstep: Class 35 contains 36922 members 
Mstep: Class 36 contains 43356 members 
Mstep: Class 37 contains 4908 members 
Mstep: Class 38 contains 43979 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430256.000000 Penalty: 138191.531250
Iteration 296Q: 41 clusters Score -1.964303e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 35420 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 16950 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36842 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 50462 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22044 members 
Mstep: Class 13 contains 40273 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 35287 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46176 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 30275 members 
Mstep: Class 20 contains 41782 members 
Mstep: Class 21 contains 15882 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 50935 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44873 members 
Mstep: Class 26 contains 19938 members 
Mstep: Class 27 contains 40375 members 
Mstep: Class 28 contains 41739 members 
Mstep: Class 29 contains 46389 members 
Mstep: Class 30 contains 49242 members 
Mstep: Class 31 contains 23970 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22272 members 
Mstep: Class 34 contains 68184 members 
Mstep: Class 35 contains 36925 members 
Mstep: Class 36 contains 43332 members 
Mstep: Class 37 contains 4906 members 
Mstep: Class 38 contains 43977 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430096.000000 Penalty: 138191.531250
Iteration 297Q: 41 clusters Score -1.964301e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 35395 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 16948 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36831 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 50463 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22040 members 
Mstep: Class 13 contains 40390 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 35287 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46161 members 
Mstep: Class 18 contains 11672 members 
Mstep: Class 19 contains 30132 members 
Mstep: Class 20 contains 41788 members 
Mstep: Class 21 contains 15892 members 
Mstep: Class 22 contains 48446 members 
Mstep: Class 23 contains 50936 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44888 members 
Mstep: Class 26 contains 19930 members 
Mstep: Class 27 contains 40367 members 
Mstep: Class 28 contains 41738 members 
Mstep: Class 29 contains 46393 members 
Mstep: Class 30 contains 49247 members 
Mstep: Class 31 contains 23969 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22385 members 
Mstep: Class 34 contains 68187 members 
Mstep: Class 35 contains 36911 members 
Mstep: Class 36 contains 43308 members 
Mstep: Class 37 contains 4907 members 
Mstep: Class 38 contains 43964 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430064.000000 Penalty: 138191.531250
Iteration 298Q: 41 clusters Score -1.964301e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 35355 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 16947 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36821 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 50464 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 22040 members 
Mstep: Class 13 contains 40514 members 
Mstep: Class 14 contains 44358 members 
Mstep: Class 15 contains 35278 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46149 members 
Mstep: Class 18 contains 11672 members 
Mstep: Class 19 contains 29985 members 
Mstep: Class 20 contains 41785 members 
Mstep: Class 21 contains 15887 members 
Mstep: Class 22 contains 48441 members 
Mstep: Class 23 contains 50936 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44899 members 
Mstep: Class 26 contains 19918 members 
Mstep: Class 27 contains 40381 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 46411 members 
Mstep: Class 30 contains 49257 members 
Mstep: Class 31 contains 23968 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22479 members 
Mstep: Class 34 contains 68187 members 
Mstep: Class 35 contains 36902 members 
Mstep: Class 36 contains 43287 members 
Mstep: Class 37 contains 4907 members 
Mstep: Class 38 contains 43952 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430080.000000 Penalty: 138191.531250
Iteration 299Q: 41 clusters Score -1.964301e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 35323 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 16947 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36827 members 
Mstep: Class 9 contains 7266 members 
Mstep: Class 10 contains 50463 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 22037 members 
Mstep: Class 13 contains 40619 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 35266 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46126 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 29825 members 
Mstep: Class 20 contains 41798 members 
Mstep: Class 21 contains 15899 members 
Mstep: Class 22 contains 48436 members 
Mstep: Class 23 contains 50933 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44910 members 
Mstep: Class 26 contains 19907 members 
Mstep: Class 27 contains 40369 members 
Mstep: Class 28 contains 41738 members 
Mstep: Class 29 contains 46408 members 
Mstep: Class 30 contains 49270 members 
Mstep: Class 31 contains 23969 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22580 members 
Mstep: Class 34 contains 68197 members 
Mstep: Class 35 contains 36885 members 
Mstep: Class 36 contains 43261 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43947 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196430080.000000 Penalty: 138191.531250
Iteration 300F: 41 clusters Score -1.964301e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 35289 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16946 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36823 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 50466 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 22029 members 
Mstep: Class 13 contains 40727 members 
Mstep: Class 14 contains 44335 members 
Mstep: Class 15 contains 35255 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 29661 members 
Mstep: Class 20 contains 41812 members 
Mstep: Class 21 contains 15902 members 
Mstep: Class 22 contains 48428 members 
Mstep: Class 23 contains 50945 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44939 members 
Mstep: Class 26 contains 19907 members 
Mstep: Class 27 contains 40360 members 
Mstep: Class 28 contains 41734 members 
Mstep: Class 29 contains 46406 members 
Mstep: Class 30 contains 49282 members 
Mstep: Class 31 contains 23969 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22672 members 
Mstep: Class 34 contains 68183 members 
Mstep: Class 35 contains 36858 members 
Mstep: Class 36 contains 43244 members 
Mstep: Class 37 contains 4906 members 
Mstep: Class 38 contains 43950 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429920.000000 Penalty: 138191.531250
Iteration 301Q: 41 clusters Score -1.964299e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 35254 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16941 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36815 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 50470 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 40845 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 35236 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46092 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 29470 members 
Mstep: Class 20 contains 41834 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 48409 members 
Mstep: Class 23 contains 50951 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44946 members 
Mstep: Class 26 contains 19907 members 
Mstep: Class 27 contains 40358 members 
Mstep: Class 28 contains 41732 members 
Mstep: Class 29 contains 46434 members 
Mstep: Class 30 contains 49286 members 
Mstep: Class 31 contains 23972 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22781 members 
Mstep: Class 34 contains 68190 members 
Mstep: Class 35 contains 36846 members 
Mstep: Class 36 contains 43214 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43949 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429936.000000 Penalty: 138191.531250
Iteration 302Q: 41 clusters Score -1.964299e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 35204 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 16941 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 50474 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 22020 members 
Mstep: Class 13 contains 40964 members 
Mstep: Class 14 contains 44324 members 
Mstep: Class 15 contains 35236 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46068 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 29282 members 
Mstep: Class 20 contains 41841 members 
Mstep: Class 21 contains 15913 members 
Mstep: Class 22 contains 48401 members 
Mstep: Class 23 contains 50959 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44963 members 
Mstep: Class 26 contains 19906 members 
Mstep: Class 27 contains 40347 members 
Mstep: Class 28 contains 41734 members 
Mstep: Class 29 contains 46469 members 
Mstep: Class 30 contains 49302 members 
Mstep: Class 31 contains 23972 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22892 members 
Mstep: Class 34 contains 68194 members 
Mstep: Class 35 contains 36839 members 
Mstep: Class 36 contains 43177 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43945 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429776.000000 Penalty: 138191.531250
Iteration 303Q: 41 clusters Score -1.964298e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 35166 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16939 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 50477 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22024 members 
Mstep: Class 13 contains 41060 members 
Mstep: Class 14 contains 44322 members 
Mstep: Class 15 contains 35230 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46029 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 29101 members 
Mstep: Class 20 contains 41840 members 
Mstep: Class 21 contains 15917 members 
Mstep: Class 22 contains 48392 members 
Mstep: Class 23 contains 50968 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44967 members 
Mstep: Class 26 contains 19903 members 
Mstep: Class 27 contains 40345 members 
Mstep: Class 28 contains 41734 members 
Mstep: Class 29 contains 46499 members 
Mstep: Class 30 contains 49310 members 
Mstep: Class 31 contains 23973 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23020 members 
Mstep: Class 34 contains 68194 members 
Mstep: Class 35 contains 36833 members 
Mstep: Class 36 contains 43132 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43940 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429728.000000 Penalty: 138191.531250
Iteration 304Q: 41 clusters Score -1.964297e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 35118 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16938 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 50482 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22022 members 
Mstep: Class 13 contains 41146 members 
Mstep: Class 14 contains 44320 members 
Mstep: Class 15 contains 35226 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45977 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 28938 members 
Mstep: Class 20 contains 41856 members 
Mstep: Class 21 contains 15923 members 
Mstep: Class 22 contains 48379 members 
Mstep: Class 23 contains 50976 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44967 members 
Mstep: Class 26 contains 19904 members 
Mstep: Class 27 contains 40336 members 
Mstep: Class 28 contains 41735 members 
Mstep: Class 29 contains 46514 members 
Mstep: Class 30 contains 49304 members 
Mstep: Class 31 contains 23974 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23148 members 
Mstep: Class 34 contains 68202 members 
Mstep: Class 35 contains 36833 members 
Mstep: Class 36 contains 43106 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43936 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429872.000000 Penalty: 138191.531250
Iteration 305Q: 41 clusters Score -1.964299e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 35062 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16938 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36793 members 
Mstep: Class 9 contains 7280 members 
Mstep: Class 10 contains 50499 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 22014 members 
Mstep: Class 13 contains 41222 members 
Mstep: Class 14 contains 44336 members 
Mstep: Class 15 contains 35227 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45928 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 28761 members 
Mstep: Class 20 contains 41855 members 
Mstep: Class 21 contains 15924 members 
Mstep: Class 22 contains 48356 members 
Mstep: Class 23 contains 50989 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 19903 members 
Mstep: Class 27 contains 40335 members 
Mstep: Class 28 contains 41734 members 
Mstep: Class 29 contains 46535 members 
Mstep: Class 30 contains 49307 members 
Mstep: Class 31 contains 23975 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23248 members 
Mstep: Class 34 contains 68208 members 
Mstep: Class 35 contains 36839 members 
Mstep: Class 36 contains 43090 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43940 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429568.000000 Penalty: 138191.531250
Iteration 306Q: 41 clusters Score -1.964296e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 35009 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 16940 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36798 members 
Mstep: Class 9 contains 7280 members 
Mstep: Class 10 contains 50499 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 22008 members 
Mstep: Class 13 contains 41302 members 
Mstep: Class 14 contains 44346 members 
Mstep: Class 15 contains 35222 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45893 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 28560 members 
Mstep: Class 20 contains 41867 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 48358 members 
Mstep: Class 23 contains 50987 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44995 members 
Mstep: Class 26 contains 19905 members 
Mstep: Class 27 contains 40336 members 
Mstep: Class 28 contains 41731 members 
Mstep: Class 29 contains 46569 members 
Mstep: Class 30 contains 49316 members 
Mstep: Class 31 contains 23977 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23352 members 
Mstep: Class 34 contains 68222 members 
Mstep: Class 35 contains 36833 members 
Mstep: Class 36 contains 43060 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43935 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 54994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429440.000000 Penalty: 138191.531250
Iteration 307Q: 41 clusters Score -1.964294e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 34939 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 16937 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36796 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 50500 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 21995 members 
Mstep: Class 13 contains 41388 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 35214 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45856 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 28366 members 
Mstep: Class 20 contains 41876 members 
Mstep: Class 21 contains 15923 members 
Mstep: Class 22 contains 48359 members 
Mstep: Class 23 contains 50999 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45026 members 
Mstep: Class 26 contains 19904 members 
Mstep: Class 27 contains 40327 members 
Mstep: Class 28 contains 41730 members 
Mstep: Class 29 contains 46592 members 
Mstep: Class 30 contains 49322 members 
Mstep: Class 31 contains 23980 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23463 members 
Mstep: Class 34 contains 68240 members 
Mstep: Class 35 contains 36824 members 
Mstep: Class 36 contains 43054 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43942 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429408.000000 Penalty: 138191.531250
Iteration 308Q: 41 clusters Score -1.964294e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16939 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36791 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 50495 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 21991 members 
Mstep: Class 13 contains 41457 members 
Mstep: Class 14 contains 44352 members 
Mstep: Class 15 contains 35203 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45825 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 28184 members 
Mstep: Class 20 contains 41886 members 
Mstep: Class 21 contains 15916 members 
Mstep: Class 22 contains 48355 members 
Mstep: Class 23 contains 51007 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45060 members 
Mstep: Class 26 contains 19909 members 
Mstep: Class 27 contains 40322 members 
Mstep: Class 28 contains 41728 members 
Mstep: Class 29 contains 46613 members 
Mstep: Class 30 contains 49329 members 
Mstep: Class 31 contains 23982 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23578 members 
Mstep: Class 34 contains 68251 members 
Mstep: Class 35 contains 36812 members 
Mstep: Class 36 contains 43037 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43943 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429408.000000 Penalty: 138191.531250
Iteration 309Q: 41 clusters Score -1.964294e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 34818 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16938 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36784 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 50500 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 21987 members 
Mstep: Class 13 contains 41515 members 
Mstep: Class 14 contains 44343 members 
Mstep: Class 15 contains 35194 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45804 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 28002 members 
Mstep: Class 20 contains 41907 members 
Mstep: Class 21 contains 15923 members 
Mstep: Class 22 contains 48359 members 
Mstep: Class 23 contains 51008 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45070 members 
Mstep: Class 26 contains 19910 members 
Mstep: Class 27 contains 40328 members 
Mstep: Class 28 contains 41721 members 
Mstep: Class 29 contains 46642 members 
Mstep: Class 30 contains 49339 members 
Mstep: Class 31 contains 23984 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23674 members 
Mstep: Class 34 contains 68265 members 
Mstep: Class 35 contains 36820 members 
Mstep: Class 36 contains 43017 members 
Mstep: Class 37 contains 4897 members 
Mstep: Class 38 contains 43939 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429360.000000 Penalty: 138191.531250
Iteration 310Q: 41 clusters Score -1.964294e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 34770 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16936 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36768 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 50501 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 21979 members 
Mstep: Class 13 contains 41567 members 
Mstep: Class 14 contains 44337 members 
Mstep: Class 15 contains 35176 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45790 members 
Mstep: Class 18 contains 11661 members 
Mstep: Class 19 contains 27834 members 
Mstep: Class 20 contains 41920 members 
Mstep: Class 21 contains 15922 members 
Mstep: Class 22 contains 48359 members 
Mstep: Class 23 contains 51009 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45090 members 
Mstep: Class 26 contains 19914 members 
Mstep: Class 27 contains 40322 members 
Mstep: Class 28 contains 41715 members 
Mstep: Class 29 contains 46666 members 
Mstep: Class 30 contains 49346 members 
Mstep: Class 31 contains 23989 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23781 members 
Mstep: Class 34 contains 68272 members 
Mstep: Class 35 contains 36836 members 
Mstep: Class 36 contains 42993 members 
Mstep: Class 37 contains 4897 members 
Mstep: Class 38 contains 43935 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429280.000000 Penalty: 138191.531250
Iteration 311Q: 41 clusters Score -1.964293e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 34695 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16934 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36755 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 50496 members 
Mstep: Class 11 contains 10501 members 
Mstep: Class 12 contains 21973 members 
Mstep: Class 13 contains 41616 members 
Mstep: Class 14 contains 44344 members 
Mstep: Class 15 contains 35162 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45792 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 27660 members 
Mstep: Class 20 contains 41923 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 48352 members 
Mstep: Class 23 contains 51007 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45109 members 
Mstep: Class 26 contains 19912 members 
Mstep: Class 27 contains 40324 members 
Mstep: Class 28 contains 41714 members 
Mstep: Class 29 contains 46696 members 
Mstep: Class 30 contains 49335 members 
Mstep: Class 31 contains 23994 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23888 members 
Mstep: Class 34 contains 68290 members 
Mstep: Class 35 contains 36861 members 
Mstep: Class 36 contains 42965 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 43930 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196429120.000000 Penalty: 138191.531250
Iteration 312Q: 41 clusters Score -1.964291e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 34651 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16932 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36753 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 50490 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 21975 members 
Mstep: Class 13 contains 41649 members 
Mstep: Class 14 contains 44347 members 
Mstep: Class 15 contains 35150 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45778 members 
Mstep: Class 18 contains 11658 members 
Mstep: Class 19 contains 27467 members 
Mstep: Class 20 contains 41935 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 48357 members 
Mstep: Class 23 contains 51004 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45112 members 
Mstep: Class 26 contains 19913 members 
Mstep: Class 27 contains 40336 members 
Mstep: Class 28 contains 41712 members 
Mstep: Class 29 contains 46741 members 
Mstep: Class 30 contains 49328 members 
Mstep: Class 31 contains 24000 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 23975 members 
Mstep: Class 34 contains 68301 members 
Mstep: Class 35 contains 36881 members 
Mstep: Class 36 contains 42938 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43929 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428768.000000 Penalty: 138191.531250
Iteration 313Q: 41 clusters Score -1.964288e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 34588 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16934 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36748 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 50485 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 21971 members 
Mstep: Class 13 contains 41702 members 
Mstep: Class 14 contains 44336 members 
Mstep: Class 15 contains 35143 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45776 members 
Mstep: Class 18 contains 11659 members 
Mstep: Class 19 contains 27270 members 
Mstep: Class 20 contains 41944 members 
Mstep: Class 21 contains 15923 members 
Mstep: Class 22 contains 48347 members 
Mstep: Class 23 contains 51013 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45106 members 
Mstep: Class 26 contains 19916 members 
Mstep: Class 27 contains 40346 members 
Mstep: Class 28 contains 41710 members 
Mstep: Class 29 contains 46809 members 
Mstep: Class 30 contains 49332 members 
Mstep: Class 31 contains 24003 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24077 members 
Mstep: Class 34 contains 68309 members 
Mstep: Class 35 contains 36898 members 
Mstep: Class 36 contains 42912 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43928 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428656.000000 Penalty: 138191.531250
Iteration 314Q: 41 clusters Score -1.964287e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 34532 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16934 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36751 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 50479 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 21973 members 
Mstep: Class 13 contains 41760 members 
Mstep: Class 14 contains 44329 members 
Mstep: Class 15 contains 35132 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45801 members 
Mstep: Class 18 contains 11660 members 
Mstep: Class 19 contains 27052 members 
Mstep: Class 20 contains 41947 members 
Mstep: Class 21 contains 15933 members 
Mstep: Class 22 contains 48351 members 
Mstep: Class 23 contains 51026 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45104 members 
Mstep: Class 26 contains 19913 members 
Mstep: Class 27 contains 40343 members 
Mstep: Class 28 contains 41708 members 
Mstep: Class 29 contains 46882 members 
Mstep: Class 30 contains 49330 members 
Mstep: Class 31 contains 24007 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24173 members 
Mstep: Class 34 contains 68308 members 
Mstep: Class 35 contains 36908 members 
Mstep: Class 36 contains 42873 members 
Mstep: Class 37 contains 4896 members 
Mstep: Class 38 contains 43932 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428512.000000 Penalty: 138191.531250
Iteration 315Q: 41 clusters Score -1.964285e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 34485 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16938 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36757 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 50479 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 21973 members 
Mstep: Class 13 contains 41815 members 
Mstep: Class 14 contains 44320 members 
Mstep: Class 15 contains 35124 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45770 members 
Mstep: Class 18 contains 11660 members 
Mstep: Class 19 contains 26847 members 
Mstep: Class 20 contains 41939 members 
Mstep: Class 21 contains 15929 members 
Mstep: Class 22 contains 48360 members 
Mstep: Class 23 contains 51033 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45088 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40345 members 
Mstep: Class 28 contains 41705 members 
Mstep: Class 29 contains 46961 members 
Mstep: Class 30 contains 49334 members 
Mstep: Class 31 contains 24010 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24271 members 
Mstep: Class 34 contains 68311 members 
Mstep: Class 35 contains 36922 members 
Mstep: Class 36 contains 42856 members 
Mstep: Class 37 contains 4896 members 
Mstep: Class 38 contains 43929 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428416.000000 Penalty: 138191.531250
Iteration 316Q: 41 clusters Score -1.964284e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 16937 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36765 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 50477 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 21974 members 
Mstep: Class 13 contains 41860 members 
Mstep: Class 14 contains 44304 members 
Mstep: Class 15 contains 35119 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45746 members 
Mstep: Class 18 contains 11659 members 
Mstep: Class 19 contains 26669 members 
Mstep: Class 20 contains 41935 members 
Mstep: Class 21 contains 15924 members 
Mstep: Class 22 contains 48368 members 
Mstep: Class 23 contains 51038 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45085 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40355 members 
Mstep: Class 28 contains 41705 members 
Mstep: Class 29 contains 46999 members 
Mstep: Class 30 contains 49329 members 
Mstep: Class 31 contains 24011 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24370 members 
Mstep: Class 34 contains 68316 members 
Mstep: Class 35 contains 36942 members 
Mstep: Class 36 contains 42830 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 43925 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428368.000000 Penalty: 138191.531250
Iteration 317Q: 41 clusters Score -1.964284e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 34398 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16939 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36780 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 21976 members 
Mstep: Class 13 contains 41919 members 
Mstep: Class 14 contains 44273 members 
Mstep: Class 15 contains 35112 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45718 members 
Mstep: Class 18 contains 11659 members 
Mstep: Class 19 contains 26492 members 
Mstep: Class 20 contains 41943 members 
Mstep: Class 21 contains 15922 members 
Mstep: Class 22 contains 48367 members 
Mstep: Class 23 contains 51043 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45062 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40361 members 
Mstep: Class 28 contains 41704 members 
Mstep: Class 29 contains 47023 members 
Mstep: Class 30 contains 49325 members 
Mstep: Class 31 contains 24012 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24472 members 
Mstep: Class 34 contains 68332 members 
Mstep: Class 35 contains 36965 members 
Mstep: Class 36 contains 42823 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43914 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196428368.000000 Penalty: 138191.531250
Iteration 318Q: 41 clusters Score -1.964284e+08 nChanged 1041
Entering ConstructFrom: 
Score: -196428368.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Entering Unmasked Estep 
Score: -2737219.250000 Penalty: 2391.117676
	Iteration 0F: 2 clusters Score -2737219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2726139.750000 Penalty: 4782.235352
	Iteration 0F: 3 clusters Score -2726140 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2729656.750000 Penalty: 4782.235352
	Iteration 1F: 3 clusters Score -2729657 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2730001.500000 Penalty: 4782.235352
	Iteration 2F: 3 clusters Score -2730002 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2730269.250000 Penalty: 4782.235352
	Iteration 3Q: 3 clusters Score -2730269 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2730550.000000 Penalty: 4782.235352
	Iteration 4Q: 3 clusters Score -2730550 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2730856.000000 Penalty: 4782.235352
	Iteration 5Q: 3 clusters Score -2730856 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2731195.000000 Penalty: 4782.235352
	Iteration 6Q: 3 clusters Score -2731195 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2731541.500000 Penalty: 4782.235352
	Iteration 7Q: 3 clusters Score -2731542 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2731955.000000 Penalty: 4782.235352
	Iteration 8Q: 3 clusters Score -2731955 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2732431.500000 Penalty: 4782.235352
	Iteration 9Q: 3 clusters Score -2732432 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2732934.750000 Penalty: 4782.235352
	Iteration 10Q: 3 clusters Score -2732935 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2733353.250000 Penalty: 4782.235352
	Iteration 11Q: 3 clusters Score -2733353 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2733769.750000 Penalty: 4782.235352
	Iteration 12Q: 3 clusters Score -2733770 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2734057.250000 Penalty: 4782.235352
	Iteration 13Q: 3 clusters Score -2734057 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2734278.500000 Penalty: 4782.235352
	Iteration 14Q: 3 clusters Score -2734278 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2734451.250000 Penalty: 4782.235352
	Iteration 15Q: 3 clusters Score -2734451 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2734617.750000 Penalty: 4782.235352
	Iteration 16Q: 3 clusters Score -2734618 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2734736.750000 Penalty: 4782.235352
	Iteration 17Q: 3 clusters Score -2734737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2734829.750000 Penalty: 4782.235352
	Iteration 18Q: 3 clusters Score -2734830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2734900.750000 Penalty: 4782.235352
	Iteration 19Q: 3 clusters Score -2734901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2734944.000000 Penalty: 4782.235352
	Iteration 20F: 3 clusters Score -2734944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2734984.250000 Penalty: 4782.235352
	Iteration 21Q: 3 clusters Score -2734984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2735009.500000 Penalty: 4782.235352
	Iteration 22Q: 3 clusters Score -2735010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2735031.750000 Penalty: 4782.235352
	Iteration 23Q: 3 clusters Score -2735032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2735066.750000 Penalty: 4782.235352
	Iteration 24Q: 3 clusters Score -2735067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2735090.500000 Penalty: 4782.235352
	Iteration 25Q: 3 clusters Score -2735090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2735113.000000 Penalty: 4782.235352
	Iteration 26Q: 3 clusters Score -2735113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2735128.000000 Penalty: 4782.235352
	Iteration 27Q: 3 clusters Score -2735128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2735147.500000 Penalty: 4782.235352
	Iteration 28Q: 3 clusters Score -2735148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2735151.500000 Penalty: 4782.235352
	Iteration 29Q: 3 clusters Score -2735152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2735151.250000 Penalty: 4782.235352
	Iteration 30Q: 3 clusters Score -2735151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2735159.250000 Penalty: 4782.235352
	Iteration 31Q: 3 clusters Score -2735159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2735161.000000 Penalty: 4782.235352
	Iteration 32Q: 3 clusters Score -2735161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2735170.500000 Penalty: 4782.235352
	Iteration 33Q: 3 clusters Score -2735170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2735175.750000 Penalty: 4782.235352
	Iteration 34Q: 3 clusters Score -2735176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2735181.250000 Penalty: 4782.235352
	Iteration 35Q: 3 clusters Score -2735181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2735187.500000 Penalty: 4782.235352
	Iteration 36Q: 3 clusters Score -2735188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2735195.250000 Penalty: 4782.235352
	Iteration 37Q: 3 clusters Score -2735195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2735197.500000 Penalty: 4782.235352
	Iteration 38Q: 3 clusters Score -2735198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2735196.500000 Penalty: 4782.235352
	Iteration 39Q: 3 clusters Score -2735196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2735200.000000 Penalty: 4782.235352
	Iteration 40F: 3 clusters Score -2735200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2735198.750000 Penalty: 4782.235352
	Iteration 41Q: 3 clusters Score -2735199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2735199.250000 Penalty: 4782.235352
	Iteration 42Q: 3 clusters Score -2735199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2735199.250000 Penalty: 4782.235352
	Iteration 43F: 3 clusters Score -2735199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Entering Unmasked Estep 
Score: -6193276.000000 Penalty: 2590.308838
	Iteration 0F: 2 clusters Score -6193276 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 17268 members 
Entering Unmasked Estep 
Score: -6169910.500000 Penalty: 5180.617676
	Iteration 0F: 3 clusters Score -6169910 nChanged 15705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -6178402.000000 Penalty: 5180.617676
	Iteration 1F: 3 clusters Score -6178402 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -6178824.000000 Penalty: 5180.617676
	Iteration 2Q: 3 clusters Score -6178824 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -6179178.000000 Penalty: 5180.617676
	Iteration 3Q: 3 clusters Score -6179178 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -6179489.500000 Penalty: 5180.617676
	Iteration 4Q: 3 clusters Score -6179490 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -6179848.000000 Penalty: 5180.617676
	Iteration 5Q: 3 clusters Score -6179848 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -6180177.500000 Penalty: 5180.617676
	Iteration 6Q: 3 clusters Score -6180178 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -6180671.000000 Penalty: 5180.617676
	Iteration 7Q: 3 clusters Score -6180671 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -6181471.000000 Penalty: 5180.617676
	Iteration 8Q: 3 clusters Score -6181471 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6182688.000000 Penalty: 5180.617676
	Iteration 9F: 3 clusters Score -6182688 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -6184529.000000 Penalty: 5180.617676
	Iteration 10F: 3 clusters Score -6184529 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -6186727.000000 Penalty: 5180.617676
	Iteration 11F: 3 clusters Score -6186727 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6188693.500000 Penalty: 5180.617676
	Iteration 12F: 3 clusters Score -6188694 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -6189897.000000 Penalty: 5180.617676
	Iteration 13Q: 3 clusters Score -6189897 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6190478.500000 Penalty: 5180.617676
	Iteration 14Q: 3 clusters Score -6190478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -6190711.500000 Penalty: 5180.617676
	Iteration 15Q: 3 clusters Score -6190712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6190818.000000 Penalty: 5180.617676
	Iteration 16Q: 3 clusters Score -6190818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -6190886.500000 Penalty: 5180.617676
	Iteration 17Q: 3 clusters Score -6190886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -6190927.000000 Penalty: 5180.617676
	Iteration 18Q: 3 clusters Score -6190927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -6190936.500000 Penalty: 5180.617676
	Iteration 19Q: 3 clusters Score -6190936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6190949.000000 Penalty: 5180.617676
	Iteration 20F: 3 clusters Score -6190949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -6190954.000000 Penalty: 5180.617676
	Iteration 21Q: 3 clusters Score -6190954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -6190957.000000 Penalty: 5180.617676
	Iteration 22Q: 3 clusters Score -6190957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -6190962.000000 Penalty: 5180.617676
	Iteration 23Q: 3 clusters Score -6190962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -6190966.500000 Penalty: 5180.617676
	Iteration 24Q: 3 clusters Score -6190966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -6190969.500000 Penalty: 5180.617676
	Iteration 25Q: 3 clusters Score -6190970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -6190969.500000 Penalty: 5180.617676
	Iteration 26F: 3 clusters Score -6190970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -348556.750000 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -348556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -345909.343750 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -345909.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -346694.000000 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -346694 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -347029.437500 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -347029.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -347229.093750 Penalty: 3802.678467
	Iteration 3F: 3 clusters Score -347229.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -347364.437500 Penalty: 3802.678467
	Iteration 4F: 3 clusters Score -347364.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -347476.593750 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -347476.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -347576.312500 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -347576.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -347684.812500 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -347684.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347765.218750 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -347765.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -347815.125000 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -347815.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -347862.406250 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -347862.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347894.406250 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -347894.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -347910.656250 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -347910.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -347922.562500 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -347922.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -347929.750000 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -347929.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -347943.343750 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -347943.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -347960.843750 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -347960.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -347977.875000 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -347977.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -347990.375000 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -347990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -347994.968750 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -347995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -347999.843750 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -347999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -348004.062500 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -348004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -348007.375000 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -348007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -348011.781250 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -348011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -348014.343750 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -348014.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -348015.593750 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -348015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -348015.593750 Penalty: 3802.678467
	Iteration 26F: 3 clusters Score -348015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Entering Unmasked Estep 
Score: -2493778.250000 Penalty: 2368.811035
	Iteration 0F: 2 clusters Score -2493778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2483569.250000 Penalty: 4737.622070
	Iteration 0F: 3 clusters Score -2483569 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2486803.000000 Penalty: 4737.622070
	Iteration 1F: 3 clusters Score -2486803 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2487166.250000 Penalty: 4737.622070
	Iteration 2F: 3 clusters Score -2487166 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2487454.500000 Penalty: 4737.622070
	Iteration 3Q: 3 clusters Score -2487454 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2487680.000000 Penalty: 4737.622070
	Iteration 4Q: 3 clusters Score -2487680 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2487879.000000 Penalty: 4737.622070
	Iteration 5Q: 3 clusters Score -2487879 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2488063.750000 Penalty: 4737.622070
	Iteration 6Q: 3 clusters Score -2488064 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2488257.250000 Penalty: 4737.622070
	Iteration 7Q: 3 clusters Score -2488257 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2488470.500000 Penalty: 4737.622070
	Iteration 8Q: 3 clusters Score -2488470 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2488686.250000 Penalty: 4737.622070
	Iteration 9Q: 3 clusters Score -2488686 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2488919.250000 Penalty: 4737.622070
	Iteration 10Q: 3 clusters Score -2488919 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2489133.750000 Penalty: 4737.622070
	Iteration 11Q: 3 clusters Score -2489134 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2489320.000000 Penalty: 4737.622070
	Iteration 12Q: 3 clusters Score -2489320 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2489495.000000 Penalty: 4737.622070
	Iteration 13Q: 3 clusters Score -2489495 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2489653.000000 Penalty: 4737.622070
	Iteration 14Q: 3 clusters Score -2489653 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2489802.000000 Penalty: 4737.622070
	Iteration 15Q: 3 clusters Score -2489802 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2489906.000000 Penalty: 4737.622070
	Iteration 16Q: 3 clusters Score -2489906 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2490004.250000 Penalty: 4737.622070
	Iteration 17Q: 3 clusters Score -2490004 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2490076.750000 Penalty: 4737.622070
	Iteration 18Q: 3 clusters Score -2490077 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2490122.750000 Penalty: 4737.622070
	Iteration 19Q: 3 clusters Score -2490123 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2490180.000000 Penalty: 4737.622070
	Iteration 20F: 3 clusters Score -2490180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2490220.500000 Penalty: 4737.622070
	Iteration 21Q: 3 clusters Score -2490220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2490247.250000 Penalty: 4737.622070
	Iteration 22Q: 3 clusters Score -2490247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2490271.500000 Penalty: 4737.622070
	Iteration 23Q: 3 clusters Score -2490272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2490289.500000 Penalty: 4737.622070
	Iteration 24Q: 3 clusters Score -2490290 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2490305.000000 Penalty: 4737.622070
	Iteration 25Q: 3 clusters Score -2490305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2490312.500000 Penalty: 4737.622070
	Iteration 26Q: 3 clusters Score -2490312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2490331.000000 Penalty: 4737.622070
	Iteration 27Q: 3 clusters Score -2490331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2490328.500000 Penalty: 4737.622070
	Iteration 28Q: 3 clusters Score -2490328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2490332.250000 Penalty: 4737.622070
	Iteration 29Q: 3 clusters Score -2490332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2490334.750000 Penalty: 4737.622070
	Iteration 30Q: 3 clusters Score -2490335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2490344.000000 Penalty: 4737.622070
	Iteration 31Q: 3 clusters Score -2490344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2490346.500000 Penalty: 4737.622070
	Iteration 32Q: 3 clusters Score -2490346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2490350.000000 Penalty: 4737.622070
	Iteration 33Q: 3 clusters Score -2490350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2490349.250000 Penalty: 4737.622070
	Iteration 34Q: 3 clusters Score -2490349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2490349.500000 Penalty: 4737.622070
	Iteration 35Q: 3 clusters Score -2490350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2490345.000000 Penalty: 4737.622070
	Iteration 36Q: 3 clusters Score -2490345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2490346.000000 Penalty: 4737.622070
	Iteration 37Q: 3 clusters Score -2490346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2490346.250000 Penalty: 4737.622070
	Iteration 38Q: 3 clusters Score -2490346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2490344.250000 Penalty: 4737.622070
	Iteration 39Q: 3 clusters Score -2490344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2490347.250000 Penalty: 4737.622070
	Iteration 40F: 3 clusters Score -2490347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2490342.000000 Penalty: 4737.622070
	Iteration 41Q: 3 clusters Score -2490342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2490345.000000 Penalty: 4737.622070
	Iteration 42Q: 3 clusters Score -2490345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2490344.750000 Penalty: 4737.622070
	Iteration 43Q: 3 clusters Score -2490345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2490345.500000 Penalty: 4737.622070
	Iteration 44Q: 3 clusters Score -2490346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2490343.750000 Penalty: 4737.622070
	Iteration 45Q: 3 clusters Score -2490344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2490345.000000 Penalty: 4737.622070
	Iteration 46Q: 3 clusters Score -2490345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2490345.000000 Penalty: 4737.622070
	Iteration 47F: 3 clusters Score -2490345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Entering Unmasked Estep 
Score: -2980252.750000 Penalty: 2414.824951
	Iteration 0F: 2 clusters Score -2980253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2968179.000000 Penalty: 4829.649902
	Iteration 0F: 3 clusters Score -2968179 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2972447.000000 Penalty: 4829.649902
	Iteration 1F: 3 clusters Score -2972447 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2973074.000000 Penalty: 4829.649902
	Iteration 2F: 3 clusters Score -2973074 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2973698.500000 Penalty: 4829.649902
	Iteration 3F: 3 clusters Score -2973698 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2974268.000000 Penalty: 4829.649902
	Iteration 4F: 3 clusters Score -2974268 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2974777.500000 Penalty: 4829.649902
	Iteration 5F: 3 clusters Score -2974778 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2975263.500000 Penalty: 4829.649902
	Iteration 6Q: 3 clusters Score -2975264 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2975774.250000 Penalty: 4829.649902
	Iteration 7F: 3 clusters Score -2975774 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2976190.000000 Penalty: 4829.649902
	Iteration 8Q: 3 clusters Score -2976190 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2976520.000000 Penalty: 4829.649902
	Iteration 9Q: 3 clusters Score -2976520 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2976784.750000 Penalty: 4829.649902
	Iteration 10Q: 3 clusters Score -2976785 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2976967.750000 Penalty: 4829.649902
	Iteration 11Q: 3 clusters Score -2976968 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2977160.000000 Penalty: 4829.649902
	Iteration 12Q: 3 clusters Score -2977160 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2977309.750000 Penalty: 4829.649902
	Iteration 13Q: 3 clusters Score -2977310 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2977418.250000 Penalty: 4829.649902
	Iteration 14Q: 3 clusters Score -2977418 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2977498.750000 Penalty: 4829.649902
	Iteration 15Q: 3 clusters Score -2977499 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2977570.500000 Penalty: 4829.649902
	Iteration 16Q: 3 clusters Score -2977570 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2977653.750000 Penalty: 4829.649902
	Iteration 17Q: 3 clusters Score -2977654 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2977749.000000 Penalty: 4829.649902
	Iteration 18Q: 3 clusters Score -2977749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2977834.000000 Penalty: 4829.649902
	Iteration 19Q: 3 clusters Score -2977834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2977912.750000 Penalty: 4829.649902
	Iteration 20F: 3 clusters Score -2977913 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2977984.750000 Penalty: 4829.649902
	Iteration 21Q: 3 clusters Score -2977985 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2978064.500000 Penalty: 4829.649902
	Iteration 22Q: 3 clusters Score -2978064 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2978144.750000 Penalty: 4829.649902
	Iteration 23Q: 3 clusters Score -2978145 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2978212.000000 Penalty: 4829.649902
	Iteration 24Q: 3 clusters Score -2978212 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2978281.750000 Penalty: 4829.649902
	Iteration 25Q: 3 clusters Score -2978282 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2978360.750000 Penalty: 4829.649902
	Iteration 26Q: 3 clusters Score -2978361 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2978425.500000 Penalty: 4829.649902
	Iteration 27Q: 3 clusters Score -2978426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2978494.000000 Penalty: 4829.649902
	Iteration 28Q: 3 clusters Score -2978494 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2978563.500000 Penalty: 4829.649902
	Iteration 29Q: 3 clusters Score -2978564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2978622.000000 Penalty: 4829.649902
	Iteration 30Q: 3 clusters Score -2978622 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2978675.000000 Penalty: 4829.649902
	Iteration 31Q: 3 clusters Score -2978675 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2978728.500000 Penalty: 4829.649902
	Iteration 32Q: 3 clusters Score -2978728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2978761.250000 Penalty: 4829.649902
	Iteration 33Q: 3 clusters Score -2978761 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2978815.250000 Penalty: 4829.649902
	Iteration 34Q: 3 clusters Score -2978815 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2978857.000000 Penalty: 4829.649902
	Iteration 35Q: 3 clusters Score -2978857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2978882.250000 Penalty: 4829.649902
	Iteration 36Q: 3 clusters Score -2978882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2978908.500000 Penalty: 4829.649902
	Iteration 37Q: 3 clusters Score -2978908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2978944.000000 Penalty: 4829.649902
	Iteration 38Q: 3 clusters Score -2978944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2978993.250000 Penalty: 4829.649902
	Iteration 39Q: 3 clusters Score -2978993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2979029.000000 Penalty: 4829.649902
	Iteration 40F: 3 clusters Score -2979029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2979049.000000 Penalty: 4829.649902
	Iteration 41Q: 3 clusters Score -2979049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2979071.250000 Penalty: 4829.649902
	Iteration 42Q: 3 clusters Score -2979071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2979092.500000 Penalty: 4829.649902
	Iteration 43Q: 3 clusters Score -2979092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2979104.750000 Penalty: 4829.649902
	Iteration 44Q: 3 clusters Score -2979105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2979112.000000 Penalty: 4829.649902
	Iteration 45Q: 3 clusters Score -2979112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2979117.000000 Penalty: 4829.649902
	Iteration 46Q: 3 clusters Score -2979117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2979119.750000 Penalty: 4829.649902
	Iteration 47Q: 3 clusters Score -2979120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2979118.500000 Penalty: 4829.649902
	Iteration 48Q: 3 clusters Score -2979118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2979122.500000 Penalty: 4829.649902
	Iteration 49Q: 3 clusters Score -2979122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2979130.500000 Penalty: 4829.649902
	Iteration 50Q: 3 clusters Score -2979130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2979130.750000 Penalty: 4829.649902
	Iteration 51Q: 3 clusters Score -2979131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2979127.750000 Penalty: 4829.649902
	Iteration 52Q: 3 clusters Score -2979128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2979126.250000 Penalty: 4829.649902
	Iteration 53Q: 3 clusters Score -2979126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2979126.250000 Penalty: 4829.649902
	Iteration 54F: 3 clusters Score -2979126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124307.007812 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124307 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125168.257812 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -125168.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125541.179688 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125541.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -125853.898438 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125853.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -126050.312500 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -126050.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126147.140625 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -126147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126225.617188 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -126225.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126282.343750 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -126282.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126329.750000 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -126329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126348.593750 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -126348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126365.812500 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -126365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126383.960938 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126391.203125 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126402.742188 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -126411.921875 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -126411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -126419.390625 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -126419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126439.218750 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -126439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -126455.968750 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -126456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -126475.078125 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -126475.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126506.046875 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -126506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126527.710938 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -126527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126548.812500 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -126548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126570.945312 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -126570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126591.312500 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -126591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -126615.937500 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -126615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126628.781250 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -126628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126633.031250 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -126633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126650.085938 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -126650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126656.507812 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -126656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126664.968750 Penalty: 3449.500977
	Iteration 29Q: 3 clusters Score -126665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126667.929688 Penalty: 3449.500977
	Iteration 30Q: 3 clusters Score -126667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126669.289062 Penalty: 3449.500977
	Iteration 31Q: 3 clusters Score -126669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126670.210938 Penalty: 3449.500977
	Iteration 32Q: 3 clusters Score -126670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126677.875000 Penalty: 3449.500977
	Iteration 33F: 3 clusters Score -126677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126691.742188 Penalty: 3449.500977
	Iteration 34Q: 3 clusters Score -126691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -126713.890625 Penalty: 3449.500977
	Iteration 35Q: 3 clusters Score -126713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126732.867188 Penalty: 3449.500977
	Iteration 36Q: 3 clusters Score -126732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -126751.250000 Penalty: 3449.500977
	Iteration 37Q: 3 clusters Score -126751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126760.617188 Penalty: 3449.500977
	Iteration 38Q: 3 clusters Score -126760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126772.125000 Penalty: 3449.500977
	Iteration 39Q: 3 clusters Score -126772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126777.320312 Penalty: 3449.500977
	Iteration 40F: 3 clusters Score -126777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126783.562500 Penalty: 3449.500977
	Iteration 41Q: 3 clusters Score -126783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126787.726562 Penalty: 3449.500977
	Iteration 42Q: 3 clusters Score -126787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126804.312500 Penalty: 3449.500977
	Iteration 43Q: 3 clusters Score -126804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -126819.437500 Penalty: 3449.500977
	Iteration 44Q: 3 clusters Score -126819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126829.445312 Penalty: 3449.500977
	Iteration 45Q: 3 clusters Score -126829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126847.593750 Penalty: 3449.500977
	Iteration 46Q: 3 clusters Score -126847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126850.976562 Penalty: 3449.500977
	Iteration 47Q: 3 clusters Score -126851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126853.015625 Penalty: 3449.500977
	Iteration 48Q: 3 clusters Score -126853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126853.015625 Penalty: 3449.500977
	Iteration 49F: 3 clusters Score -126853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 34365 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16936 members 
Mstep: Class 6 contains 624 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36801 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 41980 members 
Mstep: Class 14 contains 44257 members 
Mstep: Class 15 contains 35104 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45692 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 20 contains 41946 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 48368 members 
Mstep: Class 23 contains 51045 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45032 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40369 members 
Mstep: Class 28 contains 41706 members 
Mstep: Class 29 contains 47083 members 
Mstep: Class 30 contains 49334 members 
Mstep: Class 31 contains 24013 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24568 members 
Mstep: Class 34 contains 68339 members 
Mstep: Class 35 contains 36978 members 
Mstep: Class 36 contains 42798 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43908 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55680 members 
Mstep: Class 41 contains 424 members 
Entering Unmasked Estep 
Score: -196426864.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196428368.000000 to -196426864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -93649.437500 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -93649.44 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 325 members 
Entering Unmasked Estep 
Score: -92076.476562 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -92076.48 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92489.093750 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -92489.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92730.148438 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -92730.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92901.007812 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -92901.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92992.835938 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -92992.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93106.101562 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -93106.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93248.890625 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -93248.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93338.664062 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -93338.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93401.656250 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -93401.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93454.187500 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -93454.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93482.476562 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -93482.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93512.648438 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -93512.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93525.234375 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -93525.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93527.546875 Penalty: 3203.335693
	Iteration 13F: 3 clusters Score -93527.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93529.710938 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -93529.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93529.710938 Penalty: 3203.335693
	Iteration 15F: 3 clusters Score -93529.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Entering Unmasked Estep 
Score: -6601565.000000 Penalty: 2607.293457
	Iteration 0F: 2 clusters Score -6601565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -6576724.000000 Penalty: 5214.586914
	Iteration 0F: 3 clusters Score -6576724 nChanged 16728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -6585836.000000 Penalty: 5214.586914
	Iteration 1F: 3 clusters Score -6585836 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -6586445.000000 Penalty: 5214.586914
	Iteration 2Q: 3 clusters Score -6586445 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -6587009.000000 Penalty: 5214.586914
	Iteration 3Q: 3 clusters Score -6587009 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6587853.500000 Penalty: 5214.586914
	Iteration 4Q: 3 clusters Score -6587854 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -6589044.000000 Penalty: 5214.586914
	Iteration 5F: 3 clusters Score -6589044 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -6590859.000000 Penalty: 5214.586914
	Iteration 6F: 3 clusters Score -6590859 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -6593320.500000 Penalty: 5214.586914
	Iteration 7F: 3 clusters Score -6593320 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6595799.000000 Penalty: 5214.586914
	Iteration 8F: 3 clusters Score -6595799 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6597654.500000 Penalty: 5214.586914
	Iteration 9F: 3 clusters Score -6597654 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6598653.000000 Penalty: 5214.586914
	Iteration 10Q: 3 clusters Score -6598653 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6599116.500000 Penalty: 5214.586914
	Iteration 11Q: 3 clusters Score -6599116 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6599345.500000 Penalty: 5214.586914
	Iteration 12Q: 3 clusters Score -6599346 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6599465.000000 Penalty: 5214.586914
	Iteration 13Q: 3 clusters Score -6599465 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6599523.000000 Penalty: 5214.586914
	Iteration 14Q: 3 clusters Score -6599523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6599554.500000 Penalty: 5214.586914
	Iteration 15Q: 3 clusters Score -6599554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6599575.000000 Penalty: 5214.586914
	Iteration 16Q: 3 clusters Score -6599575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6599599.500000 Penalty: 5214.586914
	Iteration 17Q: 3 clusters Score -6599600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6599612.000000 Penalty: 5214.586914
	Iteration 18Q: 3 clusters Score -6599612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6599624.000000 Penalty: 5214.586914
	Iteration 19Q: 3 clusters Score -6599624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6599633.500000 Penalty: 5214.586914
	Iteration 20F: 3 clusters Score -6599634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6599643.500000 Penalty: 5214.586914
	Iteration 21Q: 3 clusters Score -6599644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6599641.500000 Penalty: 5214.586914
	Iteration 22Q: 3 clusters Score -6599642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6599647.500000 Penalty: 5214.586914
	Iteration 23Q: 3 clusters Score -6599648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6599647.000000 Penalty: 5214.586914
	Iteration 24Q: 3 clusters Score -6599647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6599651.500000 Penalty: 5214.586914
	Iteration 25Q: 3 clusters Score -6599652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6599648.000000 Penalty: 5214.586914
	Iteration 26Q: 3 clusters Score -6599648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6599658.000000 Penalty: 5214.586914
	Iteration 27Q: 3 clusters Score -6599658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6599656.500000 Penalty: 5214.586914
	Iteration 28Q: 3 clusters Score -6599656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6599656.500000 Penalty: 5214.586914
	Iteration 29F: 3 clusters Score -6599656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -1275424.625000 Penalty: 2205.231201
	Iteration 0F: 2 clusters Score -1275425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1269463.750000 Penalty: 4410.462402
	Iteration 0F: 3 clusters Score -1269464 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1271041.000000 Penalty: 4410.462402
	Iteration 1F: 3 clusters Score -1271041 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1271385.625000 Penalty: 4410.462402
	Iteration 2F: 3 clusters Score -1271386 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1271688.125000 Penalty: 4410.462402
	Iteration 3F: 3 clusters Score -1271688 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1271991.000000 Penalty: 4410.462402
	Iteration 4F: 3 clusters Score -1271991 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1272261.875000 Penalty: 4410.462402
	Iteration 5F: 3 clusters Score -1272262 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1272498.625000 Penalty: 4410.462402
	Iteration 6Q: 3 clusters Score -1272499 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1272714.375000 Penalty: 4410.462402
	Iteration 7Q: 3 clusters Score -1272714 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1272927.750000 Penalty: 4410.462402
	Iteration 8Q: 3 clusters Score -1272928 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1273110.500000 Penalty: 4410.462402
	Iteration 9Q: 3 clusters Score -1273110 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1273285.250000 Penalty: 4410.462402
	Iteration 10Q: 3 clusters Score -1273285 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1273449.875000 Penalty: 4410.462402
	Iteration 11Q: 3 clusters Score -1273450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1273591.875000 Penalty: 4410.462402
	Iteration 12Q: 3 clusters Score -1273592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1273703.750000 Penalty: 4410.462402
	Iteration 13Q: 3 clusters Score -1273704 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1273792.000000 Penalty: 4410.462402
	Iteration 14Q: 3 clusters Score -1273792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1273856.375000 Penalty: 4410.462402
	Iteration 15Q: 3 clusters Score -1273856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1273919.750000 Penalty: 4410.462402
	Iteration 16Q: 3 clusters Score -1273920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1273962.750000 Penalty: 4410.462402
	Iteration 17Q: 3 clusters Score -1273963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1273994.625000 Penalty: 4410.462402
	Iteration 18Q: 3 clusters Score -1273995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1274025.000000 Penalty: 4410.462402
	Iteration 19Q: 3 clusters Score -1274025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1274051.000000 Penalty: 4410.462402
	Iteration 20F: 3 clusters Score -1274051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1274078.875000 Penalty: 4410.462402
	Iteration 21Q: 3 clusters Score -1274079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1274098.375000 Penalty: 4410.462402
	Iteration 22Q: 3 clusters Score -1274098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1274114.500000 Penalty: 4410.462402
	Iteration 23Q: 3 clusters Score -1274114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1274128.750000 Penalty: 4410.462402
	Iteration 24Q: 3 clusters Score -1274129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1274136.375000 Penalty: 4410.462402
	Iteration 25Q: 3 clusters Score -1274136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1274141.500000 Penalty: 4410.462402
	Iteration 26Q: 3 clusters Score -1274142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1274147.500000 Penalty: 4410.462402
	Iteration 27Q: 3 clusters Score -1274148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1274152.625000 Penalty: 4410.462402
	Iteration 28Q: 3 clusters Score -1274153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1274154.625000 Penalty: 4410.462402
	Iteration 29Q: 3 clusters Score -1274155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1274157.625000 Penalty: 4410.462402
	Iteration 30Q: 3 clusters Score -1274158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1274161.250000 Penalty: 4410.462402
	Iteration 31Q: 3 clusters Score -1274161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1274162.250000 Penalty: 4410.462402
	Iteration 32Q: 3 clusters Score -1274162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1274167.250000 Penalty: 4410.462402
	Iteration 33Q: 3 clusters Score -1274167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1274169.625000 Penalty: 4410.462402
	Iteration 34Q: 3 clusters Score -1274170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1274177.250000 Penalty: 4410.462402
	Iteration 35Q: 3 clusters Score -1274177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1274184.250000 Penalty: 4410.462402
	Iteration 36Q: 3 clusters Score -1274184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1274183.500000 Penalty: 4410.462402
	Iteration 37Q: 3 clusters Score -1274184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1274184.875000 Penalty: 4410.462402
	Iteration 38Q: 3 clusters Score -1274185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1274185.750000 Penalty: 4410.462402
	Iteration 39Q: 3 clusters Score -1274186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1274187.500000 Penalty: 4410.462402
	Iteration 40F: 3 clusters Score -1274188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1274192.375000 Penalty: 4410.462402
	Iteration 41Q: 3 clusters Score -1274192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1274194.250000 Penalty: 4410.462402
	Iteration 42Q: 3 clusters Score -1274194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1274197.750000 Penalty: 4410.462402
	Iteration 43Q: 3 clusters Score -1274198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1274197.625000 Penalty: 4410.462402
	Iteration 44Q: 3 clusters Score -1274198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1274201.375000 Penalty: 4410.462402
	Iteration 45Q: 3 clusters Score -1274201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1274201.375000 Penalty: 4410.462402
	Iteration 46Q: 3 clusters Score -1274201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1274202.750000 Penalty: 4410.462402
	Iteration 47Q: 3 clusters Score -1274203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1274202.750000 Penalty: 4410.462402
	Iteration 48F: 3 clusters Score -1274203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Entering Unmasked Estep 
Score: -8962480.000000 Penalty: 2685.654785
	Iteration 0F: 2 clusters Score -8962480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8931178.000000 Penalty: 5371.309570
	Iteration 0F: 3 clusters Score -8931178 nChanged 23427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8944132.000000 Penalty: 5371.309570
	Iteration 1F: 3 clusters Score -8944132 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8944693.000000 Penalty: 5371.309570
	Iteration 2Q: 3 clusters Score -8944693 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8945287.000000 Penalty: 5371.309570
	Iteration 3Q: 3 clusters Score -8945287 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -8945859.000000 Penalty: 5371.309570
	Iteration 4Q: 3 clusters Score -8945859 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -8946607.000000 Penalty: 5371.309570
	Iteration 5Q: 3 clusters Score -8946607 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -8947542.000000 Penalty: 5371.309570
	Iteration 6Q: 3 clusters Score -8947542 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -8948927.000000 Penalty: 5371.309570
	Iteration 7F: 3 clusters Score -8948927 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -8950934.000000 Penalty: 5371.309570
	Iteration 8F: 3 clusters Score -8950934 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -8953644.000000 Penalty: 5371.309570
	Iteration 9F: 3 clusters Score -8953644 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8956444.000000 Penalty: 5371.309570
	Iteration 10F: 3 clusters Score -8956444 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8958429.000000 Penalty: 5371.309570
	Iteration 11F: 3 clusters Score -8958429 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8959555.000000 Penalty: 5371.309570
	Iteration 12Q: 3 clusters Score -8959555 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8960179.000000 Penalty: 5371.309570
	Iteration 13Q: 3 clusters Score -8960179 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8960480.000000 Penalty: 5371.309570
	Iteration 14Q: 3 clusters Score -8960480 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8960654.000000 Penalty: 5371.309570
	Iteration 15Q: 3 clusters Score -8960654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8960807.000000 Penalty: 5371.309570
	Iteration 16Q: 3 clusters Score -8960807 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8960851.000000 Penalty: 5371.309570
	Iteration 17Q: 3 clusters Score -8960851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8960868.000000 Penalty: 5371.309570
	Iteration 18Q: 3 clusters Score -8960868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8960905.000000 Penalty: 5371.309570
	Iteration 19Q: 3 clusters Score -8960905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8961054.000000 Penalty: 5371.309570
	Iteration 20F: 3 clusters Score -8961054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8961289.000000 Penalty: 5371.309570
	Iteration 21Q: 3 clusters Score -8961289 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8961493.000000 Penalty: 5371.309570
	Iteration 22Q: 3 clusters Score -8961493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8961587.000000 Penalty: 5371.309570
	Iteration 23Q: 3 clusters Score -8961587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8961657.000000 Penalty: 5371.309570
	Iteration 24Q: 3 clusters Score -8961657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8961695.000000 Penalty: 5371.309570
	Iteration 25Q: 3 clusters Score -8961695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8961727.000000 Penalty: 5371.309570
	Iteration 26Q: 3 clusters Score -8961727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8961761.000000 Penalty: 5371.309570
	Iteration 27Q: 3 clusters Score -8961761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8961770.000000 Penalty: 5371.309570
	Iteration 28Q: 3 clusters Score -8961770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8961768.000000 Penalty: 5371.309570
	Iteration 29Q: 3 clusters Score -8961768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8961789.000000 Penalty: 5371.309570
	Iteration 30Q: 3 clusters Score -8961789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8961799.000000 Penalty: 5371.309570
	Iteration 31Q: 3 clusters Score -8961799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8961809.000000 Penalty: 5371.309570
	Iteration 32Q: 3 clusters Score -8961809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8961819.000000 Penalty: 5371.309570
	Iteration 33Q: 3 clusters Score -8961819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8961832.000000 Penalty: 5371.309570
	Iteration 34Q: 3 clusters Score -8961832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8961834.000000 Penalty: 5371.309570
	Iteration 35Q: 3 clusters Score -8961834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8961840.000000 Penalty: 5371.309570
	Iteration 36Q: 3 clusters Score -8961840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8961835.000000 Penalty: 5371.309570
	Iteration 37Q: 3 clusters Score -8961835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8961837.000000 Penalty: 5371.309570
	Iteration 38Q: 3 clusters Score -8961837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8961837.000000 Penalty: 5371.309570
	Iteration 39Q: 3 clusters Score -8961837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8961850.000000 Penalty: 5371.309570
	Iteration 40F: 3 clusters Score -8961850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8961867.000000 Penalty: 5371.309570
	Iteration 41Q: 3 clusters Score -8961867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8961867.000000 Penalty: 5371.309570
	Iteration 42Q: 3 clusters Score -8961867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8961871.000000 Penalty: 5371.309570
	Iteration 43Q: 3 clusters Score -8961871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8961877.000000 Penalty: 5371.309570
	Iteration 44Q: 3 clusters Score -8961877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8961873.000000 Penalty: 5371.309570
	Iteration 45Q: 3 clusters Score -8961873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8961882.000000 Penalty: 5371.309570
	Iteration 46Q: 3 clusters Score -8961882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8961880.000000 Penalty: 5371.309570
	Iteration 47Q: 3 clusters Score -8961880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8961874.000000 Penalty: 5371.309570
	Iteration 48Q: 3 clusters Score -8961874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8961882.000000 Penalty: 5371.309570
	Iteration 49Q: 3 clusters Score -8961882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8961883.000000 Penalty: 5371.309570
	Iteration 50Q: 3 clusters Score -8961883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8961879.000000 Penalty: 5371.309570
	Iteration 51Q: 3 clusters Score -8961879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8961879.000000 Penalty: 5371.309570
	Iteration 52F: 3 clusters Score -8961879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Entering Unmasked Estep 
Score: -1855477.250000 Penalty: 2296.406006
	Iteration 0F: 2 clusters Score -1855477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1847475.000000 Penalty: 4592.812012
	Iteration 0F: 3 clusters Score -1847475 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1849885.250000 Penalty: 4592.812012
	Iteration 1F: 3 clusters Score -1849885 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1850213.125000 Penalty: 4592.812012
	Iteration 2F: 3 clusters Score -1850213 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1850488.250000 Penalty: 4592.812012
	Iteration 3F: 3 clusters Score -1850488 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1850768.000000 Penalty: 4592.812012
	Iteration 4Q: 3 clusters Score -1850768 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1851042.750000 Penalty: 4592.812012
	Iteration 5Q: 3 clusters Score -1851043 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1851308.875000 Penalty: 4592.812012
	Iteration 6Q: 3 clusters Score -1851309 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1851552.875000 Penalty: 4592.812012
	Iteration 7Q: 3 clusters Score -1851553 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1851765.500000 Penalty: 4592.812012
	Iteration 8Q: 3 clusters Score -1851766 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1851957.375000 Penalty: 4592.812012
	Iteration 9Q: 3 clusters Score -1851957 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1852148.125000 Penalty: 4592.812012
	Iteration 10Q: 3 clusters Score -1852148 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1852326.250000 Penalty: 4592.812012
	Iteration 11Q: 3 clusters Score -1852326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1852499.500000 Penalty: 4592.812012
	Iteration 12Q: 3 clusters Score -1852500 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1852668.750000 Penalty: 4592.812012
	Iteration 13Q: 3 clusters Score -1852669 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1852824.625000 Penalty: 4592.812012
	Iteration 14Q: 3 clusters Score -1852825 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1852982.625000 Penalty: 4592.812012
	Iteration 15Q: 3 clusters Score -1852983 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1853121.000000 Penalty: 4592.812012
	Iteration 16Q: 3 clusters Score -1853121 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1853219.375000 Penalty: 4592.812012
	Iteration 17Q: 3 clusters Score -1853219 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1853297.500000 Penalty: 4592.812012
	Iteration 18Q: 3 clusters Score -1853298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1853347.750000 Penalty: 4592.812012
	Iteration 19Q: 3 clusters Score -1853348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1853397.875000 Penalty: 4592.812012
	Iteration 20F: 3 clusters Score -1853398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1853433.125000 Penalty: 4592.812012
	Iteration 21Q: 3 clusters Score -1853433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1853455.500000 Penalty: 4592.812012
	Iteration 22Q: 3 clusters Score -1853456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1853473.500000 Penalty: 4592.812012
	Iteration 23Q: 3 clusters Score -1853474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1853488.375000 Penalty: 4592.812012
	Iteration 24Q: 3 clusters Score -1853488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1853499.125000 Penalty: 4592.812012
	Iteration 25Q: 3 clusters Score -1853499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1853504.000000 Penalty: 4592.812012
	Iteration 26Q: 3 clusters Score -1853504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1853515.875000 Penalty: 4592.812012
	Iteration 27Q: 3 clusters Score -1853516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1853526.000000 Penalty: 4592.812012
	Iteration 28Q: 3 clusters Score -1853526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1853533.875000 Penalty: 4592.812012
	Iteration 29Q: 3 clusters Score -1853534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1853545.750000 Penalty: 4592.812012
	Iteration 30Q: 3 clusters Score -1853546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1853551.125000 Penalty: 4592.812012
	Iteration 31Q: 3 clusters Score -1853551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1853555.000000 Penalty: 4592.812012
	Iteration 32Q: 3 clusters Score -1853555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1853557.500000 Penalty: 4592.812012
	Iteration 33Q: 3 clusters Score -1853558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1853560.000000 Penalty: 4592.812012
	Iteration 34Q: 3 clusters Score -1853560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1853560.375000 Penalty: 4592.812012
	Iteration 35Q: 3 clusters Score -1853560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1853570.750000 Penalty: 4592.812012
	Iteration 36Q: 3 clusters Score -1853571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1853574.250000 Penalty: 4592.812012
	Iteration 37Q: 3 clusters Score -1853574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1853579.125000 Penalty: 4592.812012
	Iteration 38Q: 3 clusters Score -1853579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1853581.500000 Penalty: 4592.812012
	Iteration 39Q: 3 clusters Score -1853582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1853583.750000 Penalty: 4592.812012
	Iteration 40F: 3 clusters Score -1853584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1853585.750000 Penalty: 4592.812012
	Iteration 41Q: 3 clusters Score -1853586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1853585.625000 Penalty: 4592.812012
	Iteration 42Q: 3 clusters Score -1853586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1853586.125000 Penalty: 4592.812012
	Iteration 43Q: 3 clusters Score -1853586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1853585.625000 Penalty: 4592.812012
	Iteration 44Q: 3 clusters Score -1853586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1853585.625000 Penalty: 4592.812012
	Iteration 45F: 3 clusters Score -1853586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Entering Unmasked Estep 
Score: -3937966.250000 Penalty: 2479.352295
	Iteration 0F: 2 clusters Score -3937966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3922597.500000 Penalty: 4958.704590
	Iteration 0F: 3 clusters Score -3922598 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3927936.000000 Penalty: 4958.704590
	Iteration 1F: 3 clusters Score -3927936 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3928489.250000 Penalty: 4958.704590
	Iteration 2F: 3 clusters Score -3928489 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3929221.250000 Penalty: 4958.704590
	Iteration 3F: 3 clusters Score -3929221 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3930141.000000 Penalty: 4958.704590
	Iteration 4F: 3 clusters Score -3930141 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3931359.500000 Penalty: 4958.704590
	Iteration 5F: 3 clusters Score -3931360 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3932701.500000 Penalty: 4958.704590
	Iteration 6F: 3 clusters Score -3932702 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3933865.250000 Penalty: 4958.704590
	Iteration 7F: 3 clusters Score -3933865 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3934732.000000 Penalty: 4958.704590
	Iteration 8Q: 3 clusters Score -3934732 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3935244.250000 Penalty: 4958.704590
	Iteration 9Q: 3 clusters Score -3935244 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3935523.500000 Penalty: 4958.704590
	Iteration 10Q: 3 clusters Score -3935524 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3935652.750000 Penalty: 4958.704590
	Iteration 11Q: 3 clusters Score -3935653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3935722.000000 Penalty: 4958.704590
	Iteration 12Q: 3 clusters Score -3935722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3935775.500000 Penalty: 4958.704590
	Iteration 13Q: 3 clusters Score -3935776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3935823.500000 Penalty: 4958.704590
	Iteration 14Q: 3 clusters Score -3935824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3935856.000000 Penalty: 4958.704590
	Iteration 15Q: 3 clusters Score -3935856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3935879.750000 Penalty: 4958.704590
	Iteration 16Q: 3 clusters Score -3935880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3935887.750000 Penalty: 4958.704590
	Iteration 17Q: 3 clusters Score -3935888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3935901.000000 Penalty: 4958.704590
	Iteration 18Q: 3 clusters Score -3935901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3935901.500000 Penalty: 4958.704590
	Iteration 19Q: 3 clusters Score -3935902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3935905.750000 Penalty: 4958.704590
	Iteration 20F: 3 clusters Score -3935906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3935913.500000 Penalty: 4958.704590
	Iteration 21Q: 3 clusters Score -3935914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3935912.750000 Penalty: 4958.704590
	Iteration 22Q: 3 clusters Score -3935913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3935917.750000 Penalty: 4958.704590
	Iteration 23Q: 3 clusters Score -3935918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3935921.750000 Penalty: 4958.704590
	Iteration 24Q: 3 clusters Score -3935922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3935934.000000 Penalty: 4958.704590
	Iteration 25Q: 3 clusters Score -3935934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3935930.750000 Penalty: 4958.704590
	Iteration 26Q: 3 clusters Score -3935931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3935937.500000 Penalty: 4958.704590
	Iteration 27Q: 3 clusters Score -3935938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3935941.750000 Penalty: 4958.704590
	Iteration 28Q: 3 clusters Score -3935942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3935944.500000 Penalty: 4958.704590
	Iteration 29Q: 3 clusters Score -3935944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3935947.000000 Penalty: 4958.704590
	Iteration 30Q: 3 clusters Score -3935947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3935954.250000 Penalty: 4958.704590
	Iteration 31Q: 3 clusters Score -3935954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3935957.750000 Penalty: 4958.704590
	Iteration 32Q: 3 clusters Score -3935958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3935959.750000 Penalty: 4958.704590
	Iteration 33Q: 3 clusters Score -3935960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3935960.500000 Penalty: 4958.704590
	Iteration 34Q: 3 clusters Score -3935960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3935962.000000 Penalty: 4958.704590
	Iteration 35Q: 3 clusters Score -3935962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3935963.000000 Penalty: 4958.704590
	Iteration 36Q: 3 clusters Score -3935963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3935964.500000 Penalty: 4958.704590
	Iteration 37Q: 3 clusters Score -3935964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3935964.500000 Penalty: 4958.704590
	Iteration 38F: 3 clusters Score -3935964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Entering Unmasked Estep 
Score: -7475699.000000 Penalty: 2639.947266
	Iteration 0F: 2 clusters Score -7475699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -7447819.000000 Penalty: 5279.894531
	Iteration 0F: 3 clusters Score -7447819 nChanged 19182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -7458718.000000 Penalty: 5279.894531
	Iteration 1F: 3 clusters Score -7458718 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -7459579.500000 Penalty: 5279.894531
	Iteration 2Q: 3 clusters Score -7459580 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -7460777.000000 Penalty: 5279.894531
	Iteration 3F: 3 clusters Score -7460777 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -7462250.000000 Penalty: 5279.894531
	Iteration 4F: 3 clusters Score -7462250 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -7464324.000000 Penalty: 5279.894531
	Iteration 5F: 3 clusters Score -7464324 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -7466811.000000 Penalty: 5279.894531
	Iteration 6F: 3 clusters Score -7466811 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -7469341.500000 Penalty: 5279.894531
	Iteration 7F: 3 clusters Score -7469342 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -7471359.500000 Penalty: 5279.894531
	Iteration 8Q: 3 clusters Score -7471360 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7472400.500000 Penalty: 5279.894531
	Iteration 9Q: 3 clusters Score -7472400 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -7472842.000000 Penalty: 5279.894531
	Iteration 10Q: 3 clusters Score -7472842 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7473037.000000 Penalty: 5279.894531
	Iteration 11Q: 3 clusters Score -7473037 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -7473159.500000 Penalty: 5279.894531
	Iteration 12Q: 3 clusters Score -7473160 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7473206.000000 Penalty: 5279.894531
	Iteration 13Q: 3 clusters Score -7473206 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -7473246.000000 Penalty: 5279.894531
	Iteration 14Q: 3 clusters Score -7473246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -7473271.000000 Penalty: 5279.894531
	Iteration 15Q: 3 clusters Score -7473271 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7473291.000000 Penalty: 5279.894531
	Iteration 16Q: 3 clusters Score -7473291 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -7473331.500000 Penalty: 5279.894531
	Iteration 17Q: 3 clusters Score -7473332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -7473374.000000 Penalty: 5279.894531
	Iteration 18Q: 3 clusters Score -7473374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -7473377.000000 Penalty: 5279.894531
	Iteration 19Q: 3 clusters Score -7473377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -7473398.000000 Penalty: 5279.894531
	Iteration 20F: 3 clusters Score -7473398 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -7473426.000000 Penalty: 5279.894531
	Iteration 21Q: 3 clusters Score -7473426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -7473453.500000 Penalty: 5279.894531
	Iteration 22Q: 3 clusters Score -7473454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -7473449.500000 Penalty: 5279.894531
	Iteration 23Q: 3 clusters Score -7473450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7473447.500000 Penalty: 5279.894531
	Iteration 24Q: 3 clusters Score -7473448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -7473459.500000 Penalty: 5279.894531
	Iteration 25Q: 3 clusters Score -7473460 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -7473489.000000 Penalty: 5279.894531
	Iteration 26Q: 3 clusters Score -7473489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -7473493.000000 Penalty: 5279.894531
	Iteration 27Q: 3 clusters Score -7473493 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -7473503.500000 Penalty: 5279.894531
	Iteration 28Q: 3 clusters Score -7473504 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -7473521.500000 Penalty: 5279.894531
	Iteration 29Q: 3 clusters Score -7473522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7473543.000000 Penalty: 5279.894531
	Iteration 30Q: 3 clusters Score -7473543 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -7473543.000000 Penalty: 5279.894531
	Iteration 31Q: 3 clusters Score -7473543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7473559.500000 Penalty: 5279.894531
	Iteration 32Q: 3 clusters Score -7473560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7473566.500000 Penalty: 5279.894531
	Iteration 33Q: 3 clusters Score -7473566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -7473587.500000 Penalty: 5279.894531
	Iteration 34Q: 3 clusters Score -7473588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -7473587.000000 Penalty: 5279.894531
	Iteration 35Q: 3 clusters Score -7473587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -7473576.500000 Penalty: 5279.894531
	Iteration 36Q: 3 clusters Score -7473576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -7473597.000000 Penalty: 5279.894531
	Iteration 37Q: 3 clusters Score -7473597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7473614.500000 Penalty: 5279.894531
	Iteration 38Q: 3 clusters Score -7473614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7473617.500000 Penalty: 5279.894531
	Iteration 39Q: 3 clusters Score -7473618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -7473637.500000 Penalty: 5279.894531
	Iteration 40F: 3 clusters Score -7473638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7473639.000000 Penalty: 5279.894531
	Iteration 41Q: 3 clusters Score -7473639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7473662.500000 Penalty: 5279.894531
	Iteration 42Q: 3 clusters Score -7473662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7473663.000000 Penalty: 5279.894531
	Iteration 43Q: 3 clusters Score -7473663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -7473662.500000 Penalty: 5279.894531
	Iteration 44Q: 3 clusters Score -7473662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7473672.000000 Penalty: 5279.894531
	Iteration 45Q: 3 clusters Score -7473672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -7473667.500000 Penalty: 5279.894531
	Iteration 46Q: 3 clusters Score -7473668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -7473665.500000 Penalty: 5279.894531
	Iteration 47Q: 3 clusters Score -7473666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7473669.000000 Penalty: 5279.894531
	Iteration 48Q: 3 clusters Score -7473669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7473680.000000 Penalty: 5279.894531
	Iteration 49Q: 3 clusters Score -7473680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7473659.000000 Penalty: 5279.894531
	Iteration 50Q: 3 clusters Score -7473659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -7473656.000000 Penalty: 5279.894531
	Iteration 51Q: 3 clusters Score -7473656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7473664.500000 Penalty: 5279.894531
	Iteration 52Q: 3 clusters Score -7473664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -7473675.500000 Penalty: 5279.894531
	Iteration 53Q: 3 clusters Score -7473676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -7473672.000000 Penalty: 5279.894531
	Iteration 54Q: 3 clusters Score -7473672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -7473672.500000 Penalty: 5279.894531
	Iteration 55Q: 3 clusters Score -7473672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -7473678.500000 Penalty: 5279.894531
	Iteration 56Q: 3 clusters Score -7473678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7473686.000000 Penalty: 5279.894531
	Iteration 57Q: 3 clusters Score -7473686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7473704.500000 Penalty: 5279.894531
	Iteration 58Q: 3 clusters Score -7473704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -7473689.000000 Penalty: 5279.894531
	Iteration 59Q: 3 clusters Score -7473689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7473697.500000 Penalty: 5279.894531
	Iteration 60F: 3 clusters Score -7473698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7473702.500000 Penalty: 5279.894531
	Iteration 61Q: 3 clusters Score -7473702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7473709.500000 Penalty: 5279.894531
	Iteration 62Q: 3 clusters Score -7473710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7473707.000000 Penalty: 5279.894531
	Iteration 63Q: 3 clusters Score -7473707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7473711.500000 Penalty: 5279.894531
	Iteration 64Q: 3 clusters Score -7473712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7473706.500000 Penalty: 5279.894531
	Iteration 65Q: 3 clusters Score -7473706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7473710.000000 Penalty: 5279.894531
	Iteration 66Q: 3 clusters Score -7473710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -7473723.500000 Penalty: 5279.894531
	Iteration 67Q: 3 clusters Score -7473724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7473716.500000 Penalty: 5279.894531
	Iteration 68Q: 3 clusters Score -7473716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -7473720.500000 Penalty: 5279.894531
	Iteration 69Q: 3 clusters Score -7473720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -7473721.500000 Penalty: 5279.894531
	Iteration 70Q: 3 clusters Score -7473722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7473721.500000 Penalty: 5279.894531
	Iteration 71Q: 3 clusters Score -7473722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7473727.500000 Penalty: 5279.894531
	Iteration 72Q: 3 clusters Score -7473728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -7473723.500000 Penalty: 5279.894531
	Iteration 73Q: 3 clusters Score -7473724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -7473723.000000 Penalty: 5279.894531
	Iteration 74Q: 3 clusters Score -7473723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -7473720.500000 Penalty: 5279.894531
	Iteration 75Q: 3 clusters Score -7473720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7473715.500000 Penalty: 5279.894531
	Iteration 76Q: 3 clusters Score -7473716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7473722.500000 Penalty: 5279.894531
	Iteration 77Q: 3 clusters Score -7473722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7473722.500000 Penalty: 5279.894531
	Iteration 78Q: 3 clusters Score -7473722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7473723.500000 Penalty: 5279.894531
	Iteration 79Q: 3 clusters Score -7473724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7473721.000000 Penalty: 5279.894531
	Iteration 80F: 3 clusters Score -7473721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7473727.000000 Penalty: 5279.894531
	Iteration 81Q: 3 clusters Score -7473727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7473725.500000 Penalty: 5279.894531
	Iteration 82Q: 3 clusters Score -7473726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7473719.000000 Penalty: 5279.894531
	Iteration 83Q: 3 clusters Score -7473719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7473722.000000 Penalty: 5279.894531
	Iteration 84Q: 3 clusters Score -7473722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -7473724.500000 Penalty: 5279.894531
	Iteration 85Q: 3 clusters Score -7473724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7473717.000000 Penalty: 5279.894531
	Iteration 86Q: 3 clusters Score -7473717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -7473717.000000 Penalty: 5279.894531
	Iteration 87Q: 3 clusters Score -7473717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7473711.500000 Penalty: 5279.894531
	Iteration 88Q: 3 clusters Score -7473712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7473710.500000 Penalty: 5279.894531
	Iteration 89Q: 3 clusters Score -7473710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7473711.000000 Penalty: 5279.894531
	Iteration 90Q: 3 clusters Score -7473711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -7473711.500000 Penalty: 5279.894531
	Iteration 91Q: 3 clusters Score -7473712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -7473711.500000 Penalty: 5279.894531
	Iteration 92Q: 3 clusters Score -7473712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7473709.500000 Penalty: 5279.894531
	Iteration 93Q: 3 clusters Score -7473710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7473709.500000 Penalty: 5279.894531
	Iteration 94F: 3 clusters Score -7473710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Entering Unmasked Estep 
Score: -7990158.000000 Penalty: 2653.046875
	Iteration 0F: 2 clusters Score -7990158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -7961298.500000 Penalty: 5306.093750
	Iteration 0F: 3 clusters Score -7961298 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -7972324.500000 Penalty: 5306.093750
	Iteration 1F: 3 clusters Score -7972324 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7972794.500000 Penalty: 5306.093750
	Iteration 2Q: 3 clusters Score -7972794 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -7973278.000000 Penalty: 5306.093750
	Iteration 3Q: 3 clusters Score -7973278 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -7973757.500000 Penalty: 5306.093750
	Iteration 4Q: 3 clusters Score -7973758 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -7974390.500000 Penalty: 5306.093750
	Iteration 5Q: 3 clusters Score -7974390 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -7975175.500000 Penalty: 5306.093750
	Iteration 6Q: 3 clusters Score -7975176 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -7976316.500000 Penalty: 5306.093750
	Iteration 7Q: 3 clusters Score -7976316 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7977897.500000 Penalty: 5306.093750
	Iteration 8F: 3 clusters Score -7977898 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -7980000.000000 Penalty: 5306.093750
	Iteration 9F: 3 clusters Score -7980000 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -7982164.000000 Penalty: 5306.093750
	Iteration 10F: 3 clusters Score -7982164 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -7983731.500000 Penalty: 5306.093750
	Iteration 11F: 3 clusters Score -7983732 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -7984530.000000 Penalty: 5306.093750
	Iteration 12Q: 3 clusters Score -7984530 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -7985010.500000 Penalty: 5306.093750
	Iteration 13Q: 3 clusters Score -7985010 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -7985383.000000 Penalty: 5306.093750
	Iteration 14Q: 3 clusters Score -7985383 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -7985778.000000 Penalty: 5306.093750
	Iteration 15Q: 3 clusters Score -7985778 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -7986104.000000 Penalty: 5306.093750
	Iteration 16Q: 3 clusters Score -7986104 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -7986368.500000 Penalty: 5306.093750
	Iteration 17Q: 3 clusters Score -7986368 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -7986609.000000 Penalty: 5306.093750
	Iteration 18Q: 3 clusters Score -7986609 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -7986843.500000 Penalty: 5306.093750
	Iteration 19Q: 3 clusters Score -7986844 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -7986960.500000 Penalty: 5306.093750
	Iteration 20F: 3 clusters Score -7986960 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -7987079.000000 Penalty: 5306.093750
	Iteration 21Q: 3 clusters Score -7987079 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -7987180.000000 Penalty: 5306.093750
	Iteration 22Q: 3 clusters Score -7987180 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -7987277.500000 Penalty: 5306.093750
	Iteration 23Q: 3 clusters Score -7987278 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -7987331.000000 Penalty: 5306.093750
	Iteration 24Q: 3 clusters Score -7987331 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -7987366.000000 Penalty: 5306.093750
	Iteration 25Q: 3 clusters Score -7987366 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -7987408.500000 Penalty: 5306.093750
	Iteration 26Q: 3 clusters Score -7987408 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -7987453.500000 Penalty: 5306.093750
	Iteration 27Q: 3 clusters Score -7987454 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -7987529.000000 Penalty: 5306.093750
	Iteration 28Q: 3 clusters Score -7987529 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -7987579.000000 Penalty: 5306.093750
	Iteration 29Q: 3 clusters Score -7987579 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -7987618.000000 Penalty: 5306.093750
	Iteration 30Q: 3 clusters Score -7987618 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -7987666.500000 Penalty: 5306.093750
	Iteration 31Q: 3 clusters Score -7987666 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -7987714.000000 Penalty: 5306.093750
	Iteration 32Q: 3 clusters Score -7987714 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -7987771.000000 Penalty: 5306.093750
	Iteration 33Q: 3 clusters Score -7987771 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -7987819.000000 Penalty: 5306.093750
	Iteration 34Q: 3 clusters Score -7987819 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -7987864.000000 Penalty: 5306.093750
	Iteration 35Q: 3 clusters Score -7987864 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -7987913.000000 Penalty: 5306.093750
	Iteration 36Q: 3 clusters Score -7987913 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7987955.000000 Penalty: 5306.093750
	Iteration 37Q: 3 clusters Score -7987955 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -7988008.000000 Penalty: 5306.093750
	Iteration 38Q: 3 clusters Score -7988008 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7988034.000000 Penalty: 5306.093750
	Iteration 39Q: 3 clusters Score -7988034 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7988032.000000 Penalty: 5306.093750
	Iteration 40F: 3 clusters Score -7988032 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7988064.500000 Penalty: 5306.093750
	Iteration 41Q: 3 clusters Score -7988064 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7988076.000000 Penalty: 5306.093750
	Iteration 42Q: 3 clusters Score -7988076 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -7988101.000000 Penalty: 5306.093750
	Iteration 43Q: 3 clusters Score -7988101 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -7988124.000000 Penalty: 5306.093750
	Iteration 44Q: 3 clusters Score -7988124 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7988161.500000 Penalty: 5306.093750
	Iteration 45Q: 3 clusters Score -7988162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7988188.500000 Penalty: 5306.093750
	Iteration 46Q: 3 clusters Score -7988188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7988200.000000 Penalty: 5306.093750
	Iteration 47Q: 3 clusters Score -7988200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7988195.500000 Penalty: 5306.093750
	Iteration 48Q: 3 clusters Score -7988196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7988211.000000 Penalty: 5306.093750
	Iteration 49Q: 3 clusters Score -7988211 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7988241.500000 Penalty: 5306.093750
	Iteration 50Q: 3 clusters Score -7988242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7988250.500000 Penalty: 5306.093750
	Iteration 51Q: 3 clusters Score -7988250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7988272.000000 Penalty: 5306.093750
	Iteration 52Q: 3 clusters Score -7988272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7988277.000000 Penalty: 5306.093750
	Iteration 53Q: 3 clusters Score -7988277 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7988284.000000 Penalty: 5306.093750
	Iteration 54Q: 3 clusters Score -7988284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7988303.500000 Penalty: 5306.093750
	Iteration 55Q: 3 clusters Score -7988304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7988304.500000 Penalty: 5306.093750
	Iteration 56Q: 3 clusters Score -7988304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7988306.000000 Penalty: 5306.093750
	Iteration 57Q: 3 clusters Score -7988306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7988320.000000 Penalty: 5306.093750
	Iteration 58Q: 3 clusters Score -7988320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7988323.000000 Penalty: 5306.093750
	Iteration 59Q: 3 clusters Score -7988323 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7988339.000000 Penalty: 5306.093750
	Iteration 60F: 3 clusters Score -7988339 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7988340.500000 Penalty: 5306.093750
	Iteration 61Q: 3 clusters Score -7988340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7988349.500000 Penalty: 5306.093750
	Iteration 62Q: 3 clusters Score -7988350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7988352.500000 Penalty: 5306.093750
	Iteration 63Q: 3 clusters Score -7988352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7988350.000000 Penalty: 5306.093750
	Iteration 64Q: 3 clusters Score -7988350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7988333.500000 Penalty: 5306.093750
	Iteration 65Q: 3 clusters Score -7988334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7988317.000000 Penalty: 5306.093750
	Iteration 66Q: 3 clusters Score -7988317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7988315.500000 Penalty: 5306.093750
	Iteration 67Q: 3 clusters Score -7988316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7988343.500000 Penalty: 5306.093750
	Iteration 68Q: 3 clusters Score -7988344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7988343.000000 Penalty: 5306.093750
	Iteration 69Q: 3 clusters Score -7988343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7988344.000000 Penalty: 5306.093750
	Iteration 70Q: 3 clusters Score -7988344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7988344.000000 Penalty: 5306.093750
	Iteration 71Q: 3 clusters Score -7988344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7988346.000000 Penalty: 5306.093750
	Iteration 72Q: 3 clusters Score -7988346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7988352.000000 Penalty: 5306.093750
	Iteration 73Q: 3 clusters Score -7988352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7988357.000000 Penalty: 5306.093750
	Iteration 74Q: 3 clusters Score -7988357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7988353.000000 Penalty: 5306.093750
	Iteration 75Q: 3 clusters Score -7988353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7988347.000000 Penalty: 5306.093750
	Iteration 76Q: 3 clusters Score -7988347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7988357.500000 Penalty: 5306.093750
	Iteration 77Q: 3 clusters Score -7988358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7988361.000000 Penalty: 5306.093750
	Iteration 78Q: 3 clusters Score -7988361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7988353.500000 Penalty: 5306.093750
	Iteration 79Q: 3 clusters Score -7988354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7988366.500000 Penalty: 5306.093750
	Iteration 80F: 3 clusters Score -7988366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7988368.500000 Penalty: 5306.093750
	Iteration 81Q: 3 clusters Score -7988368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7988364.000000 Penalty: 5306.093750
	Iteration 82Q: 3 clusters Score -7988364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7988362.000000 Penalty: 5306.093750
	Iteration 83Q: 3 clusters Score -7988362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7988367.500000 Penalty: 5306.093750
	Iteration 84Q: 3 clusters Score -7988368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7988373.000000 Penalty: 5306.093750
	Iteration 85Q: 3 clusters Score -7988373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7988376.000000 Penalty: 5306.093750
	Iteration 86Q: 3 clusters Score -7988376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7988363.500000 Penalty: 5306.093750
	Iteration 87Q: 3 clusters Score -7988364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7988372.500000 Penalty: 5306.093750
	Iteration 88Q: 3 clusters Score -7988372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7988375.000000 Penalty: 5306.093750
	Iteration 89Q: 3 clusters Score -7988375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7988377.000000 Penalty: 5306.093750
	Iteration 90Q: 3 clusters Score -7988377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7988368.000000 Penalty: 5306.093750
	Iteration 91Q: 3 clusters Score -7988368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7988380.000000 Penalty: 5306.093750
	Iteration 92Q: 3 clusters Score -7988380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7988373.000000 Penalty: 5306.093750
	Iteration 93Q: 3 clusters Score -7988373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7988377.000000 Penalty: 5306.093750
	Iteration 94Q: 3 clusters Score -7988377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7988372.000000 Penalty: 5306.093750
	Iteration 95Q: 3 clusters Score -7988372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7988374.500000 Penalty: 5306.093750
	Iteration 96Q: 3 clusters Score -7988374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7988374.500000 Penalty: 5306.093750
	Iteration 97Q: 3 clusters Score -7988374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7988369.500000 Penalty: 5306.093750
	Iteration 98Q: 3 clusters Score -7988370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7988360.500000 Penalty: 5306.093750
	Iteration 99Q: 3 clusters Score -7988360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7988376.500000 Penalty: 5306.093750
	Iteration 100F: 3 clusters Score -7988376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7988372.500000 Penalty: 5306.093750
	Iteration 101Q: 3 clusters Score -7988372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7988368.500000 Penalty: 5306.093750
	Iteration 102Q: 3 clusters Score -7988368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7988360.000000 Penalty: 5306.093750
	Iteration 103Q: 3 clusters Score -7988360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7988359.000000 Penalty: 5306.093750
	Iteration 104Q: 3 clusters Score -7988359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7988360.000000 Penalty: 5306.093750
	Iteration 105Q: 3 clusters Score -7988360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7988356.500000 Penalty: 5306.093750
	Iteration 106Q: 3 clusters Score -7988356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7988356.500000 Penalty: 5306.093750
	Iteration 107F: 3 clusters Score -7988356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35104 members 
Entering Unmasked Estep 
Score: -6290018.000000 Penalty: 2595.585449
	Iteration 0F: 2 clusters Score -6290018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -6266069.000000 Penalty: 5191.170898
	Iteration 0F: 3 clusters Score -6266069 nChanged 16020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6274819.500000 Penalty: 5191.170898
	Iteration 1F: 3 clusters Score -6274820 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -6275296.000000 Penalty: 5191.170898
	Iteration 2Q: 3 clusters Score -6275296 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -6275674.000000 Penalty: 5191.170898
	Iteration 3Q: 3 clusters Score -6275674 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -6276080.500000 Penalty: 5191.170898
	Iteration 4Q: 3 clusters Score -6276080 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -6276645.500000 Penalty: 5191.170898
	Iteration 5Q: 3 clusters Score -6276646 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -6277453.500000 Penalty: 5191.170898
	Iteration 6Q: 3 clusters Score -6277454 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -6278607.500000 Penalty: 5191.170898
	Iteration 7F: 3 clusters Score -6278608 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -6280158.500000 Penalty: 5191.170898
	Iteration 8F: 3 clusters Score -6280158 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -6282119.000000 Penalty: 5191.170898
	Iteration 9F: 3 clusters Score -6282119 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6284113.000000 Penalty: 5191.170898
	Iteration 10F: 3 clusters Score -6284113 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -6285782.500000 Penalty: 5191.170898
	Iteration 11Q: 3 clusters Score -6285782 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6286778.000000 Penalty: 5191.170898
	Iteration 12Q: 3 clusters Score -6286778 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -6287298.000000 Penalty: 5191.170898
	Iteration 13Q: 3 clusters Score -6287298 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -6287522.500000 Penalty: 5191.170898
	Iteration 14Q: 3 clusters Score -6287522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6287643.500000 Penalty: 5191.170898
	Iteration 15Q: 3 clusters Score -6287644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -6287712.000000 Penalty: 5191.170898
	Iteration 16Q: 3 clusters Score -6287712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -6287746.500000 Penalty: 5191.170898
	Iteration 17Q: 3 clusters Score -6287746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -6287765.000000 Penalty: 5191.170898
	Iteration 18Q: 3 clusters Score -6287765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -6287782.500000 Penalty: 5191.170898
	Iteration 19Q: 3 clusters Score -6287782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -6287785.000000 Penalty: 5191.170898
	Iteration 20F: 3 clusters Score -6287785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -6287790.000000 Penalty: 5191.170898
	Iteration 21Q: 3 clusters Score -6287790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -6287799.500000 Penalty: 5191.170898
	Iteration 22Q: 3 clusters Score -6287800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -6287810.000000 Penalty: 5191.170898
	Iteration 23Q: 3 clusters Score -6287810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6287816.000000 Penalty: 5191.170898
	Iteration 24Q: 3 clusters Score -6287816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -6287817.000000 Penalty: 5191.170898
	Iteration 25Q: 3 clusters Score -6287817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -6287820.000000 Penalty: 5191.170898
	Iteration 26Q: 3 clusters Score -6287820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -6287820.500000 Penalty: 5191.170898
	Iteration 27Q: 3 clusters Score -6287820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6287821.500000 Penalty: 5191.170898
	Iteration 28Q: 3 clusters Score -6287822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -6287830.000000 Penalty: 5191.170898
	Iteration 29Q: 3 clusters Score -6287830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -6287830.000000 Penalty: 5191.170898
	Iteration 30F: 3 clusters Score -6287830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -104914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103303.984375 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -103304 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103553.695312 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -103553.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103653.562500 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -103653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103712.960938 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -103713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103776.429688 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -103776.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103849.820312 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -103849.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -103982.500000 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -103982.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -104119.523438 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -104119.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -104177.671875 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -104177.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -104212.109375 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -104212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -104231.156250 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -104231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -104251.382812 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -104251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -104269.515625 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -104269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104275.281250 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -104275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -104275.789062 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -104275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -104275.789062 Penalty: 3193.125000
	Iteration 15F: 3 clusters Score -104275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Entering Unmasked Estep 
Score: -8230263.000000 Penalty: 2660.960205
	Iteration 0F: 2 clusters Score -8230263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8200962.500000 Penalty: 5321.920410
	Iteration 0F: 3 clusters Score -8200962 nChanged 21158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -8212879.000000 Penalty: 5321.920410
	Iteration 1F: 3 clusters Score -8212879 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -8213604.000000 Penalty: 5321.920410
	Iteration 2Q: 3 clusters Score -8213604 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -8214512.500000 Penalty: 5321.920410
	Iteration 3Q: 3 clusters Score -8214512 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -8215724.000000 Penalty: 5321.920410
	Iteration 4F: 3 clusters Score -8215724 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -8217808.500000 Penalty: 5321.920410
	Iteration 5F: 3 clusters Score -8217808 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -8220703.500000 Penalty: 5321.920410
	Iteration 6F: 3 clusters Score -8220704 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -8223995.000000 Penalty: 5321.920410
	Iteration 7F: 3 clusters Score -8223995 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8226161.000000 Penalty: 5321.920410
	Iteration 8F: 3 clusters Score -8226161 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8227201.000000 Penalty: 5321.920410
	Iteration 9Q: 3 clusters Score -8227201 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8227588.000000 Penalty: 5321.920410
	Iteration 10Q: 3 clusters Score -8227588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8227759.500000 Penalty: 5321.920410
	Iteration 11Q: 3 clusters Score -8227760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8227858.500000 Penalty: 5321.920410
	Iteration 12Q: 3 clusters Score -8227858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8227903.500000 Penalty: 5321.920410
	Iteration 13Q: 3 clusters Score -8227904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8227932.500000 Penalty: 5321.920410
	Iteration 14Q: 3 clusters Score -8227932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8227944.500000 Penalty: 5321.920410
	Iteration 15Q: 3 clusters Score -8227944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8227947.500000 Penalty: 5321.920410
	Iteration 16Q: 3 clusters Score -8227948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8227953.000000 Penalty: 5321.920410
	Iteration 17Q: 3 clusters Score -8227953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8227951.500000 Penalty: 5321.920410
	Iteration 18Q: 3 clusters Score -8227952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8227955.000000 Penalty: 5321.920410
	Iteration 19Q: 3 clusters Score -8227955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8227955.000000 Penalty: 5321.920410
	Iteration 20F: 3 clusters Score -8227955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -2009799.000000 Penalty: 2322.166748
	Iteration 0F: 2 clusters Score -2009799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2001027.000000 Penalty: 4644.333496
	Iteration 0F: 3 clusters Score -2001027 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2003719.125000 Penalty: 4644.333496
	Iteration 1F: 3 clusters Score -2003719 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2004111.750000 Penalty: 4644.333496
	Iteration 2F: 3 clusters Score -2004112 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2004444.375000 Penalty: 4644.333496
	Iteration 3F: 3 clusters Score -2004444 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2004794.375000 Penalty: 4644.333496
	Iteration 4F: 3 clusters Score -2004794 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2005168.500000 Penalty: 4644.333496
	Iteration 5F: 3 clusters Score -2005168 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2005527.625000 Penalty: 4644.333496
	Iteration 6Q: 3 clusters Score -2005528 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2005905.250000 Penalty: 4644.333496
	Iteration 7Q: 3 clusters Score -2005905 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2006316.500000 Penalty: 4644.333496
	Iteration 8Q: 3 clusters Score -2006316 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2006668.750000 Penalty: 4644.333496
	Iteration 9Q: 3 clusters Score -2006669 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2006977.750000 Penalty: 4644.333496
	Iteration 10Q: 3 clusters Score -2006978 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2007247.250000 Penalty: 4644.333496
	Iteration 11Q: 3 clusters Score -2007247 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2007425.750000 Penalty: 4644.333496
	Iteration 12Q: 3 clusters Score -2007426 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2007519.750000 Penalty: 4644.333496
	Iteration 13Q: 3 clusters Score -2007520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2007574.125000 Penalty: 4644.333496
	Iteration 14Q: 3 clusters Score -2007574 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2007615.000000 Penalty: 4644.333496
	Iteration 15Q: 3 clusters Score -2007615 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2007629.750000 Penalty: 4644.333496
	Iteration 16Q: 3 clusters Score -2007630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2007644.750000 Penalty: 4644.333496
	Iteration 17Q: 3 clusters Score -2007645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2007656.750000 Penalty: 4644.333496
	Iteration 18Q: 3 clusters Score -2007657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2007655.250000 Penalty: 4644.333496
	Iteration 19Q: 3 clusters Score -2007655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2007671.625000 Penalty: 4644.333496
	Iteration 20F: 3 clusters Score -2007672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2007680.000000 Penalty: 4644.333496
	Iteration 21Q: 3 clusters Score -2007680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2007688.750000 Penalty: 4644.333496
	Iteration 22Q: 3 clusters Score -2007689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2007692.250000 Penalty: 4644.333496
	Iteration 23Q: 3 clusters Score -2007692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2007693.000000 Penalty: 4644.333496
	Iteration 24Q: 3 clusters Score -2007693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2007698.250000 Penalty: 4644.333496
	Iteration 25Q: 3 clusters Score -2007698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2007701.625000 Penalty: 4644.333496
	Iteration 26Q: 3 clusters Score -2007702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2007705.875000 Penalty: 4644.333496
	Iteration 27Q: 3 clusters Score -2007706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2007711.375000 Penalty: 4644.333496
	Iteration 28Q: 3 clusters Score -2007711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2007713.625000 Penalty: 4644.333496
	Iteration 29Q: 3 clusters Score -2007714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2007712.375000 Penalty: 4644.333496
	Iteration 30Q: 3 clusters Score -2007712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2007711.375000 Penalty: 4644.333496
	Iteration 31Q: 3 clusters Score -2007711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2007714.375000 Penalty: 4644.333496
	Iteration 32Q: 3 clusters Score -2007714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2007715.500000 Penalty: 4644.333496
	Iteration 33Q: 3 clusters Score -2007716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2007716.125000 Penalty: 4644.333496
	Iteration 34Q: 3 clusters Score -2007716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2007714.750000 Penalty: 4644.333496
	Iteration 35Q: 3 clusters Score -2007715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2007715.625000 Penalty: 4644.333496
	Iteration 36Q: 3 clusters Score -2007716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2007714.000000 Penalty: 4644.333496
	Iteration 37Q: 3 clusters Score -2007714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2007715.250000 Penalty: 4644.333496
	Iteration 38Q: 3 clusters Score -2007715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2007715.625000 Penalty: 4644.333496
	Iteration 39Q: 3 clusters Score -2007716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2007714.500000 Penalty: 4644.333496
	Iteration 40F: 3 clusters Score -2007714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Entering Unmasked Estep 
Score: -4744145.500000 Penalty: 2524.080078
	Iteration 0F: 2 clusters Score -4744146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4726114.500000 Penalty: 5048.160156
	Iteration 0F: 3 clusters Score -4726114 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4732286.500000 Penalty: 5048.160156
	Iteration 1F: 3 clusters Score -4732286 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -4732671.000000 Penalty: 5048.160156
	Iteration 2Q: 3 clusters Score -4732671 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4732972.500000 Penalty: 5048.160156
	Iteration 3Q: 3 clusters Score -4732972 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4733191.000000 Penalty: 5048.160156
	Iteration 4Q: 3 clusters Score -4733191 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4733385.000000 Penalty: 5048.160156
	Iteration 5Q: 3 clusters Score -4733385 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4733546.500000 Penalty: 5048.160156
	Iteration 6Q: 3 clusters Score -4733546 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4733628.500000 Penalty: 5048.160156
	Iteration 7Q: 3 clusters Score -4733628 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4733747.000000 Penalty: 5048.160156
	Iteration 8Q: 3 clusters Score -4733747 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4733833.500000 Penalty: 5048.160156
	Iteration 9Q: 3 clusters Score -4733834 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4733917.500000 Penalty: 5048.160156
	Iteration 10Q: 3 clusters Score -4733918 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4734041.000000 Penalty: 5048.160156
	Iteration 11Q: 3 clusters Score -4734041 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4734184.500000 Penalty: 5048.160156
	Iteration 12Q: 3 clusters Score -4734184 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -4734394.500000 Penalty: 5048.160156
	Iteration 13Q: 3 clusters Score -4734394 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4734703.000000 Penalty: 5048.160156
	Iteration 14Q: 3 clusters Score -4734703 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4735224.000000 Penalty: 5048.160156
	Iteration 15Q: 3 clusters Score -4735224 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -4735926.500000 Penalty: 5048.160156
	Iteration 16Q: 3 clusters Score -4735926 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4736839.000000 Penalty: 5048.160156
	Iteration 17F: 3 clusters Score -4736839 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4737992.500000 Penalty: 5048.160156
	Iteration 18F: 3 clusters Score -4737992 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4739115.500000 Penalty: 5048.160156
	Iteration 19Q: 3 clusters Score -4739116 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4739973.500000 Penalty: 5048.160156
	Iteration 20F: 3 clusters Score -4739974 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4740567.000000 Penalty: 5048.160156
	Iteration 21Q: 3 clusters Score -4740567 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4740982.000000 Penalty: 5048.160156
	Iteration 22Q: 3 clusters Score -4740982 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4741241.000000 Penalty: 5048.160156
	Iteration 23Q: 3 clusters Score -4741241 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4741463.000000 Penalty: 5048.160156
	Iteration 24Q: 3 clusters Score -4741463 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4741638.500000 Penalty: 5048.160156
	Iteration 25Q: 3 clusters Score -4741638 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4741715.500000 Penalty: 5048.160156
	Iteration 26Q: 3 clusters Score -4741716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4741779.500000 Penalty: 5048.160156
	Iteration 27Q: 3 clusters Score -4741780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4741826.000000 Penalty: 5048.160156
	Iteration 28Q: 3 clusters Score -4741826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4741850.000000 Penalty: 5048.160156
	Iteration 29Q: 3 clusters Score -4741850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4741876.000000 Penalty: 5048.160156
	Iteration 30Q: 3 clusters Score -4741876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4741882.000000 Penalty: 5048.160156
	Iteration 31Q: 3 clusters Score -4741882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4741887.500000 Penalty: 5048.160156
	Iteration 32Q: 3 clusters Score -4741888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4741894.000000 Penalty: 5048.160156
	Iteration 33Q: 3 clusters Score -4741894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4741896.500000 Penalty: 5048.160156
	Iteration 34Q: 3 clusters Score -4741896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4741900.500000 Penalty: 5048.160156
	Iteration 35Q: 3 clusters Score -4741900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4741896.500000 Penalty: 5048.160156
	Iteration 36Q: 3 clusters Score -4741896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4741901.500000 Penalty: 5048.160156
	Iteration 37Q: 3 clusters Score -4741902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4741908.000000 Penalty: 5048.160156
	Iteration 38Q: 3 clusters Score -4741908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4741907.500000 Penalty: 5048.160156
	Iteration 39Q: 3 clusters Score -4741908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4741907.500000 Penalty: 5048.160156
	Iteration 40F: 3 clusters Score -4741908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4741911.000000 Penalty: 5048.160156
	Iteration 41Q: 3 clusters Score -4741911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4741909.000000 Penalty: 5048.160156
	Iteration 42Q: 3 clusters Score -4741909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4741912.000000 Penalty: 5048.160156
	Iteration 43Q: 3 clusters Score -4741912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4741912.000000 Penalty: 5048.160156
	Iteration 44F: 3 clusters Score -4741912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Entering Unmasked Estep 
Score: -7697631.500000 Penalty: 2639.746338
	Iteration 0F: 2 clusters Score -7697632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -7670079.500000 Penalty: 5279.492676
	Iteration 0F: 3 clusters Score -7670080 nChanged 19289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -7680656.000000 Penalty: 5279.492676
	Iteration 1F: 3 clusters Score -7680656 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -7681163.000000 Penalty: 5279.492676
	Iteration 2Q: 3 clusters Score -7681163 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -7681590.000000 Penalty: 5279.492676
	Iteration 3Q: 3 clusters Score -7681590 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -7682013.500000 Penalty: 5279.492676
	Iteration 4Q: 3 clusters Score -7682014 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -7682379.000000 Penalty: 5279.492676
	Iteration 5Q: 3 clusters Score -7682379 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -7682815.500000 Penalty: 5279.492676
	Iteration 6Q: 3 clusters Score -7682816 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -7683187.000000 Penalty: 5279.492676
	Iteration 7Q: 3 clusters Score -7683187 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -7683731.500000 Penalty: 5279.492676
	Iteration 8Q: 3 clusters Score -7683732 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -7684481.500000 Penalty: 5279.492676
	Iteration 9Q: 3 clusters Score -7684482 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -7685486.500000 Penalty: 5279.492676
	Iteration 10Q: 3 clusters Score -7685486 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -7686808.500000 Penalty: 5279.492676
	Iteration 11Q: 3 clusters Score -7686808 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -7688246.000000 Penalty: 5279.492676
	Iteration 12F: 3 clusters Score -7688246 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -7689107.500000 Penalty: 5279.492676
	Iteration 13Q: 3 clusters Score -7689108 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -7689466.500000 Penalty: 5279.492676
	Iteration 14Q: 3 clusters Score -7689466 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -7689595.000000 Penalty: 5279.492676
	Iteration 15Q: 3 clusters Score -7689595 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -7689642.500000 Penalty: 5279.492676
	Iteration 16Q: 3 clusters Score -7689642 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -7689701.500000 Penalty: 5279.492676
	Iteration 17Q: 3 clusters Score -7689702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -7689736.500000 Penalty: 5279.492676
	Iteration 18Q: 3 clusters Score -7689736 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -7689736.000000 Penalty: 5279.492676
	Iteration 19Q: 3 clusters Score -7689736 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -7689751.000000 Penalty: 5279.492676
	Iteration 20F: 3 clusters Score -7689751 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -7689746.000000 Penalty: 5279.492676
	Iteration 21Q: 3 clusters Score -7689746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -7689784.500000 Penalty: 5279.492676
	Iteration 22Q: 3 clusters Score -7689784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -7689819.500000 Penalty: 5279.492676
	Iteration 23Q: 3 clusters Score -7689820 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -7689840.500000 Penalty: 5279.492676
	Iteration 24Q: 3 clusters Score -7689840 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -7689845.500000 Penalty: 5279.492676
	Iteration 25Q: 3 clusters Score -7689846 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -7689908.000000 Penalty: 5279.492676
	Iteration 26Q: 3 clusters Score -7689908 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -7689941.000000 Penalty: 5279.492676
	Iteration 27Q: 3 clusters Score -7689941 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -7689962.500000 Penalty: 5279.492676
	Iteration 28Q: 3 clusters Score -7689962 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7689968 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7690018 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7690034 nChanged 236
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Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7690069 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7690126 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7690155 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7690184 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7690216 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7690332 nChanged 292
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Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7690388 nChanged 323
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Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7690556 nChanged 276
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Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7690688 nChanged 291
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Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7691048 nChanged 349
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Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29926 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30308 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30683 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31074 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31792 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7692046 nChanged 377
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Mstep: Class 1 contains 32874 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33281 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7692835 nChanged 425
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Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35768 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7693586 nChanged 366
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Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7693860 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7693970 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7694094 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7694226 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38972 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7694364 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7694467 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7694544 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7694652 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7694716 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7694808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7694892 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7694990 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7695036 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7695110 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7695156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7695203 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7695219 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7695258 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7695264 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7695278 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7695288 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7695301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7695312 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7695324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7695338 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7695336 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7695344 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7695357 nChanged 12
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Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7695354 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7695370 nChanged 8
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Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7695374 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7695366 nChanged 5
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Mstep: Class 1 contains 41106 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7695366 nChanged 5
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Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7695376 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7695382 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7695387 nChanged 8
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Mstep: Class 1 contains 41130 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7695388 nChanged 10
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Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7695387 nChanged 8
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Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7695385 nChanged 5
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Mstep: Class 1 contains 41149 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7695378 nChanged 8
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7695384 nChanged 2
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Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7695387 nChanged 1
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Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7695384 nChanged 3
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7695390 nChanged 1
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Entering Unmasked Estep 
Score: -7695395.500000 Penalty: 5279.492676
	Iteration 120F: 3 clusters Score -7695396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Entering Unmasked Estep 
Score: -2695117.500000 Penalty: 2399.482178
	Iteration 0F: 2 clusters Score -2695118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2683706.250000 Penalty: 4798.964355
	Iteration 0F: 3 clusters Score -2683706 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2687593.000000 Penalty: 4798.964355
	Iteration 1F: 3 clusters Score -2687593 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2688322.500000 Penalty: 4798.964355
	Iteration 2F: 3 clusters Score -2688322 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2689045.750000 Penalty: 4798.964355
	Iteration 3F: 3 clusters Score -2689046 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2689778.000000 Penalty: 4798.964355
	Iteration 4F: 3 clusters Score -2689778 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2690478.000000 Penalty: 4798.964355
	Iteration 5F: 3 clusters Score -2690478 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2691035.000000 Penalty: 4798.964355
	Iteration 6F: 3 clusters Score -2691035 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2691518.000000 Penalty: 4798.964355
	Iteration 7Q: 3 clusters Score -2691518 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2691997.750000 Penalty: 4798.964355
	Iteration 8Q: 3 clusters Score -2691998 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2692436.750000 Penalty: 4798.964355
	Iteration 9Q: 3 clusters Score -2692437 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2692830.250000 Penalty: 4798.964355
	Iteration 10Q: 3 clusters Score -2692830 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2693142.750000 Penalty: 4798.964355
	Iteration 11Q: 3 clusters Score -2693143 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2693448.000000 Penalty: 4798.964355
	Iteration 12Q: 3 clusters Score -2693448 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2693738.500000 Penalty: 4798.964355
	Iteration 13Q: 3 clusters Score -2693738 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2694086.750000 Penalty: 4798.964355
	Iteration 14Q: 3 clusters Score -2694087 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2694522.250000 Penalty: 4798.964355
	Iteration 15Q: 3 clusters Score -2694522 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2694861.000000 Penalty: 4798.964355
	Iteration 16Q: 3 clusters Score -2694861 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2695160.500000 Penalty: 4798.964355
	Iteration 17Q: 3 clusters Score -2695160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2695389.750000 Penalty: 4798.964355
	Iteration 18Q: 3 clusters Score -2695390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2695483.750000 Penalty: 4798.964355
	Iteration 19Q: 3 clusters Score -2695484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2695516.250000 Penalty: 4798.964355
	Iteration 20F: 3 clusters Score -2695516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2695547.750000 Penalty: 4798.964355
	Iteration 21Q: 3 clusters Score -2695548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2695559.000000 Penalty: 4798.964355
	Iteration 22Q: 3 clusters Score -2695559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2695569.500000 Penalty: 4798.964355
	Iteration 23Q: 3 clusters Score -2695570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2695573.250000 Penalty: 4798.964355
	Iteration 24Q: 3 clusters Score -2695573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2695576.750000 Penalty: 4798.964355
	Iteration 25Q: 3 clusters Score -2695577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2695573.000000 Penalty: 4798.964355
	Iteration 26Q: 3 clusters Score -2695573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2695573.750000 Penalty: 4798.964355
	Iteration 27Q: 3 clusters Score -2695574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2695573.250000 Penalty: 4798.964355
	Iteration 28Q: 3 clusters Score -2695573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2695578.250000 Penalty: 4798.964355
	Iteration 29Q: 3 clusters Score -2695578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2695579.250000 Penalty: 4798.964355
	Iteration 30Q: 3 clusters Score -2695579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2695582.000000 Penalty: 4798.964355
	Iteration 31Q: 3 clusters Score -2695582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2695582.500000 Penalty: 4798.964355
	Iteration 32Q: 3 clusters Score -2695582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2695581.750000 Penalty: 4798.964355
	Iteration 33Q: 3 clusters Score -2695582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2695585.750000 Penalty: 4798.964355
	Iteration 34Q: 3 clusters Score -2695586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2695583.000000 Penalty: 4798.964355
	Iteration 35Q: 3 clusters Score -2695583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2695583.000000 Penalty: 4798.964355
	Iteration 36Q: 3 clusters Score -2695583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2695584.250000 Penalty: 4798.964355
	Iteration 37Q: 3 clusters Score -2695584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2695584.250000 Penalty: 4798.964355
	Iteration 38F: 3 clusters Score -2695584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 34365 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16936 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36801 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 41980 members 
Mstep: Class 14 contains 44257 members 
Mstep: Class 15 contains 35104 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45692 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 20 contains 41946 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 48368 members 
Mstep: Class 23 contains 51045 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45032 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40369 members 
Mstep: Class 28 contains 41706 members 
Mstep: Class 29 contains 47083 members 
Mstep: Class 30 contains 49334 members 
Mstep: Class 31 contains 24013 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24568 members 
Mstep: Class 34 contains 68339 members 
Mstep: Class 35 contains 36978 members 
Mstep: Class 36 contains 42798 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43908 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55680 members 
Mstep: Class 41 contains 14220 members 
Entering Unmasked Estep 
Score: -196427120.000000 Penalty: 141646.312500
Splitting cluster 21 changes total score from -196428368.000000 to -196427120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (48368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Entering Unmasked Estep 
Score: -8665422.000000 Penalty: 2675.075195
	Iteration 0F: 2 clusters Score -8665422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -8635205.000000 Penalty: 5350.150391
	Iteration 0F: 3 clusters Score -8635205 nChanged 22380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -8647779.000000 Penalty: 5350.150391
	Iteration 1F: 3 clusters Score -8647779 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -8648210.000000 Penalty: 5350.150391
	Iteration 2Q: 3 clusters Score -8648210 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -8648659.000000 Penalty: 5350.150391
	Iteration 3Q: 3 clusters Score -8648659 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -8649065.000000 Penalty: 5350.150391
	Iteration 4Q: 3 clusters Score -8649065 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -8649592.000000 Penalty: 5350.150391
	Iteration 5Q: 3 clusters Score -8649592 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -8650181.000000 Penalty: 5350.150391
	Iteration 6Q: 3 clusters Score -8650181 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -8650928.000000 Penalty: 5350.150391
	Iteration 7Q: 3 clusters Score -8650928 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -8652007.000000 Penalty: 5350.150391
	Iteration 8Q: 3 clusters Score -8652007 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -8653379.000000 Penalty: 5350.150391
	Iteration 9Q: 3 clusters Score -8653379 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -8655142.000000 Penalty: 5350.150391
	Iteration 10F: 3 clusters Score -8655142 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -8657147.000000 Penalty: 5350.150391
	Iteration 11F: 3 clusters Score -8657147 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -8658762.000000 Penalty: 5350.150391
	Iteration 12Q: 3 clusters Score -8658762 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -8659827.000000 Penalty: 5350.150391
	Iteration 13Q: 3 clusters Score -8659827 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -8660488.000000 Penalty: 5350.150391
	Iteration 14Q: 3 clusters Score -8660488 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -8660899.000000 Penalty: 5350.150391
	Iteration 15Q: 3 clusters Score -8660899 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8661154.000000 Penalty: 5350.150391
	Iteration 16Q: 3 clusters Score -8661154 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -8661359.000000 Penalty: 5350.150391
	Iteration 17Q: 3 clusters Score -8661359 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -8661545.000000 Penalty: 5350.150391
	Iteration 18Q: 3 clusters Score -8661545 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -8661635.000000 Penalty: 5350.150391
	Iteration 19Q: 3 clusters Score -8661635 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -8661794.000000 Penalty: 5350.150391
	Iteration 20F: 3 clusters Score -8661794 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -8661925.000000 Penalty: 5350.150391
	Iteration 21Q: 3 clusters Score -8661925 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -8662067.000000 Penalty: 5350.150391
	Iteration 22Q: 3 clusters Score -8662067 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8662157.000000 Penalty: 5350.150391
	Iteration 23Q: 3 clusters Score -8662157 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8662305.000000 Penalty: 5350.150391
	Iteration 24Q: 3 clusters Score -8662305 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -8662418.000000 Penalty: 5350.150391
	Iteration 25Q: 3 clusters Score -8662418 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8662486.000000 Penalty: 5350.150391
	Iteration 26Q: 3 clusters Score -8662486 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8662539.000000 Penalty: 5350.150391
	Iteration 27Q: 3 clusters Score -8662539 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8662633.000000 Penalty: 5350.150391
	Iteration 28Q: 3 clusters Score -8662633 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8662665.000000 Penalty: 5350.150391
	Iteration 29Q: 3 clusters Score -8662665 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -8662713.000000 Penalty: 5350.150391
	Iteration 30Q: 3 clusters Score -8662713 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8662832.000000 Penalty: 5350.150391
	Iteration 31Q: 3 clusters Score -8662832 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -8662892.000000 Penalty: 5350.150391
	Iteration 32Q: 3 clusters Score -8662892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -8662947.000000 Penalty: 5350.150391
	Iteration 33Q: 3 clusters Score -8662947 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8662995.000000 Penalty: 5350.150391
	Iteration 34Q: 3 clusters Score -8662995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8663060.000000 Penalty: 5350.150391
	Iteration 35Q: 3 clusters Score -8663060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8663102.000000 Penalty: 5350.150391
	Iteration 36Q: 3 clusters Score -8663102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -8663138.000000 Penalty: 5350.150391
	Iteration 37Q: 3 clusters Score -8663138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -8663139.000000 Penalty: 5350.150391
	Iteration 38Q: 3 clusters Score -8663139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -8663167.000000 Penalty: 5350.150391
	Iteration 39Q: 3 clusters Score -8663167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -8663167.000000 Penalty: 5350.150391
	Iteration 40F: 3 clusters Score -8663167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -8663187.000000 Penalty: 5350.150391
	Iteration 41Q: 3 clusters Score -8663187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -8663194.000000 Penalty: 5350.150391
	Iteration 42Q: 3 clusters Score -8663194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -8663200.000000 Penalty: 5350.150391
	Iteration 43Q: 3 clusters Score -8663200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -8663206.000000 Penalty: 5350.150391
	Iteration 44Q: 3 clusters Score -8663206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -8663215.000000 Penalty: 5350.150391
	Iteration 45Q: 3 clusters Score -8663215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -8663226.000000 Penalty: 5350.150391
	Iteration 46Q: 3 clusters Score -8663226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -8663208.000000 Penalty: 5350.150391
	Iteration 47Q: 3 clusters Score -8663208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8663215.000000 Penalty: 5350.150391
	Iteration 48Q: 3 clusters Score -8663215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -8663207.000000 Penalty: 5350.150391
	Iteration 49Q: 3 clusters Score -8663207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -8663210.000000 Penalty: 5350.150391
	Iteration 50Q: 3 clusters Score -8663210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -8663211.000000 Penalty: 5350.150391
	Iteration 51Q: 3 clusters Score -8663211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -8663214.000000 Penalty: 5350.150391
	Iteration 52Q: 3 clusters Score -8663214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8663215.000000 Penalty: 5350.150391
	Iteration 53Q: 3 clusters Score -8663215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8663215.000000 Penalty: 5350.150391
	Iteration 54F: 3 clusters Score -8663215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Entering Unmasked Estep 
Score: -9128350.000000 Penalty: 2688.434814
	Iteration 0F: 2 clusters Score -9128350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -9095885.000000 Penalty: 5376.869629
	Iteration 0F: 3 clusters Score -9095885 nChanged 23625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -9109009.000000 Penalty: 5376.869629
	Iteration 1F: 3 clusters Score -9109009 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -9109667.000000 Penalty: 5376.869629
	Iteration 2Q: 3 clusters Score -9109667 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -9110424.000000 Penalty: 5376.869629
	Iteration 3Q: 3 clusters Score -9110424 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -9111473.000000 Penalty: 5376.869629
	Iteration 4Q: 3 clusters Score -9111473 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -9112948.000000 Penalty: 5376.869629
	Iteration 5F: 3 clusters Score -9112948 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -9115070.000000 Penalty: 5376.869629
	Iteration 6F: 3 clusters Score -9115070 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -9118053.000000 Penalty: 5376.869629
	Iteration 7F: 3 clusters Score -9118053 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -9121188.000000 Penalty: 5376.869629
	Iteration 8F: 3 clusters Score -9121188 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -9123601.000000 Penalty: 5376.869629
	Iteration 9F: 3 clusters Score -9123601 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -9125085.000000 Penalty: 5376.869629
	Iteration 10Q: 3 clusters Score -9125085 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -9125880.000000 Penalty: 5376.869629
	Iteration 11Q: 3 clusters Score -9125880 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -9126156.000000 Penalty: 5376.869629
	Iteration 12Q: 3 clusters Score -9126156 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -9126338.000000 Penalty: 5376.869629
	Iteration 13Q: 3 clusters Score -9126338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -9126411.000000 Penalty: 5376.869629
	Iteration 14Q: 3 clusters Score -9126411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -9126456.000000 Penalty: 5376.869629
	Iteration 15Q: 3 clusters Score -9126456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -9126490.000000 Penalty: 5376.869629
	Iteration 16Q: 3 clusters Score -9126490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -9126499.000000 Penalty: 5376.869629
	Iteration 17Q: 3 clusters Score -9126499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -9126536.000000 Penalty: 5376.869629
	Iteration 18Q: 3 clusters Score -9126536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -9126541.000000 Penalty: 5376.869629
	Iteration 19Q: 3 clusters Score -9126541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -9126553.000000 Penalty: 5376.869629
	Iteration 20F: 3 clusters Score -9126553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -9126564.000000 Penalty: 5376.869629
	Iteration 21Q: 3 clusters Score -9126564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -9126572.000000 Penalty: 5376.869629
	Iteration 22Q: 3 clusters Score -9126572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -9126572.000000 Penalty: 5376.869629
	Iteration 23Q: 3 clusters Score -9126572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -9126577.000000 Penalty: 5376.869629
	Iteration 24Q: 3 clusters Score -9126577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -9126579.000000 Penalty: 5376.869629
	Iteration 25Q: 3 clusters Score -9126579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -9126581.000000 Penalty: 5376.869629
	Iteration 26Q: 3 clusters Score -9126581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9126593.000000 Penalty: 5376.869629
	Iteration 27Q: 3 clusters Score -9126593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -9126592.000000 Penalty: 5376.869629
	Iteration 28Q: 3 clusters Score -9126592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -9126603.000000 Penalty: 5376.869629
	Iteration 29Q: 3 clusters Score -9126603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -9126605.000000 Penalty: 5376.869629
	Iteration 30Q: 3 clusters Score -9126605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -9126601.000000 Penalty: 5376.869629
	Iteration 31Q: 3 clusters Score -9126601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9126606.000000 Penalty: 5376.869629
	Iteration 32Q: 3 clusters Score -9126606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9126606.000000 Penalty: 5376.869629
	Iteration 33F: 3 clusters Score -9126606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 261 members 
Entering Unmasked Estep 
Score: -40917.222656 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -40917.22 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41213.730469 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41213.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41469.464844 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -41469.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41687.015625 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -41687.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42093.890625 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -42093.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42395.468750 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -42395.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42469.539062 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42469.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42485.488281 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -42485.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42493.933594 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -42493.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42504.277344 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -42504.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42522.445312 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -42522.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42540.824219 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -42540.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42557.898438 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -42557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42560.300781 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -42560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42562.433594 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -42562.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42562.433594 Penalty: 3080.457520
	Iteration 15F: 3 clusters Score -42562.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 34365 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16936 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36801 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 41980 members 
Mstep: Class 14 contains 44257 members 
Mstep: Class 15 contains 35104 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45692 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 20 contains 41946 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 48368 members 
Mstep: Class 23 contains 51045 members 
Mstep: Class 24 contains 334 members 
Mstep: Class 25 contains 45032 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40369 members 
Mstep: Class 28 contains 41706 members 
Mstep: Class 29 contains 47083 members 
Mstep: Class 30 contains 49334 members 
Mstep: Class 31 contains 24013 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24568 members 
Mstep: Class 34 contains 68339 members 
Mstep: Class 35 contains 36978 members 
Mstep: Class 36 contains 42798 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43908 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55680 members 
Mstep: Class 41 contains 164 members 
Entering Unmasked Estep 
Score: -196426464.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196428368.000000 to -196426464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (45032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Entering Unmasked Estep 
Score: -8146057.000000 Penalty: 2657.352051
	Iteration 0F: 2 clusters Score -8146057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -8116636.500000 Penalty: 5314.704102
	Iteration 0F: 3 clusters Score -8116636 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8128072.000000 Penalty: 5314.704102
	Iteration 1F: 3 clusters Score -8128072 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8128577.500000 Penalty: 5314.704102
	Iteration 2Q: 3 clusters Score -8128578 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -8128950.000000 Penalty: 5314.704102
	Iteration 3Q: 3 clusters Score -8128950 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -8129310.500000 Penalty: 5314.704102
	Iteration 4Q: 3 clusters Score -8129310 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -8129661.000000 Penalty: 5314.704102
	Iteration 5Q: 3 clusters Score -8129661 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -8130148.000000 Penalty: 5314.704102
	Iteration 6Q: 3 clusters Score -8130148 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -8130669.000000 Penalty: 5314.704102
	Iteration 7Q: 3 clusters Score -8130669 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -8131370.500000 Penalty: 5314.704102
	Iteration 8Q: 3 clusters Score -8131370 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -8132325.500000 Penalty: 5314.704102
	Iteration 9Q: 3 clusters Score -8132326 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -8133649.500000 Penalty: 5314.704102
	Iteration 10F: 3 clusters Score -8133650 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -8135574.500000 Penalty: 5314.704102
	Iteration 11F: 3 clusters Score -8135574 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8137625.500000 Penalty: 5314.704102
	Iteration 12F: 3 clusters Score -8137626 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -8139522.000000 Penalty: 5314.704102
	Iteration 13F: 3 clusters Score -8139522 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -8140968.000000 Penalty: 5314.704102
	Iteration 14Q: 3 clusters Score -8140968 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8141994.000000 Penalty: 5314.704102
	Iteration 15Q: 3 clusters Score -8141994 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8142703.500000 Penalty: 5314.704102
	Iteration 16Q: 3 clusters Score -8142704 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8143108.500000 Penalty: 5314.704102
	Iteration 17Q: 3 clusters Score -8143108 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8143346.500000 Penalty: 5314.704102
	Iteration 18Q: 3 clusters Score -8143346 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8143489.000000 Penalty: 5314.704102
	Iteration 19Q: 3 clusters Score -8143489 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8143598.500000 Penalty: 5314.704102
	Iteration 20F: 3 clusters Score -8143598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8143667.500000 Penalty: 5314.704102
	Iteration 21Q: 3 clusters Score -8143668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8143710.500000 Penalty: 5314.704102
	Iteration 22Q: 3 clusters Score -8143710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8143740.500000 Penalty: 5314.704102
	Iteration 23Q: 3 clusters Score -8143740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8143764.000000 Penalty: 5314.704102
	Iteration 24Q: 3 clusters Score -8143764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8143792.500000 Penalty: 5314.704102
	Iteration 25Q: 3 clusters Score -8143792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8143804.500000 Penalty: 5314.704102
	Iteration 26Q: 3 clusters Score -8143804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8143803.000000 Penalty: 5314.704102
	Iteration 27Q: 3 clusters Score -8143803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8143808.500000 Penalty: 5314.704102
	Iteration 28Q: 3 clusters Score -8143808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8143815.500000 Penalty: 5314.704102
	Iteration 29Q: 3 clusters Score -8143816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8143823.500000 Penalty: 5314.704102
	Iteration 30Q: 3 clusters Score -8143824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8143832.500000 Penalty: 5314.704102
	Iteration 31Q: 3 clusters Score -8143832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8143828.000000 Penalty: 5314.704102
	Iteration 32Q: 3 clusters Score -8143828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8143827.000000 Penalty: 5314.704102
	Iteration 33Q: 3 clusters Score -8143827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8143827.000000 Penalty: 5314.704102
	Iteration 34F: 3 clusters Score -8143827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Entering Unmasked Estep 
Score: -3508070.000000 Penalty: 2455.170654
	Iteration 0F: 2 clusters Score -3508070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3493961.000000 Penalty: 4910.341309
	Iteration 0F: 3 clusters Score -3493961 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3498782.000000 Penalty: 4910.341309
	Iteration 1F: 3 clusters Score -3498782 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3499462.500000 Penalty: 4910.341309
	Iteration 2F: 3 clusters Score -3499462 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3500360.250000 Penalty: 4910.341309
	Iteration 3F: 3 clusters Score -3500360 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3501528.250000 Penalty: 4910.341309
	Iteration 4F: 3 clusters Score -3501528 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3502911.750000 Penalty: 4910.341309
	Iteration 5F: 3 clusters Score -3502912 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3504463.750000 Penalty: 4910.341309
	Iteration 6F: 3 clusters Score -3504464 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3506155.500000 Penalty: 4910.341309
	Iteration 7F: 3 clusters Score -3506156 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3507542.750000 Penalty: 4910.341309
	Iteration 8F: 3 clusters Score -3507543 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3508215.250000 Penalty: 4910.341309
	Iteration 9Q: 3 clusters Score -3508215 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3508452.750000 Penalty: 4910.341309
	Iteration 10Q: 3 clusters Score -3508453 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3508527.000000 Penalty: 4910.341309
	Iteration 11Q: 3 clusters Score -3508527 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3508581.500000 Penalty: 4910.341309
	Iteration 12Q: 3 clusters Score -3508582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3508609.000000 Penalty: 4910.341309
	Iteration 13Q: 3 clusters Score -3508609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3508618.000000 Penalty: 4910.341309
	Iteration 14Q: 3 clusters Score -3508618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3508615.750000 Penalty: 4910.341309
	Iteration 15Q: 3 clusters Score -3508616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3508615.000000 Penalty: 4910.341309
	Iteration 16Q: 3 clusters Score -3508615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3508620.000000 Penalty: 4910.341309
	Iteration 17Q: 3 clusters Score -3508620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3508623.500000 Penalty: 4910.341309
	Iteration 18Q: 3 clusters Score -3508624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3508623.750000 Penalty: 4910.341309
	Iteration 19Q: 3 clusters Score -3508624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3508628.250000 Penalty: 4910.341309
	Iteration 20F: 3 clusters Score -3508628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3508626.500000 Penalty: 4910.341309
	Iteration 21Q: 3 clusters Score -3508626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3508626.750000 Penalty: 4910.341309
	Iteration 22Q: 3 clusters Score -3508627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3508632.500000 Penalty: 4910.341309
	Iteration 23Q: 3 clusters Score -3508632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3508630.000000 Penalty: 4910.341309
	Iteration 24Q: 3 clusters Score -3508630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3508621.500000 Penalty: 4910.341309
	Iteration 25Q: 3 clusters Score -3508622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3508623.500000 Penalty: 4910.341309
	Iteration 26Q: 3 clusters Score -3508624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3508627.750000 Penalty: 4910.341309
	Iteration 27Q: 3 clusters Score -3508628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3508628.250000 Penalty: 4910.341309
	Iteration 28Q: 3 clusters Score -3508628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3508626.000000 Penalty: 4910.341309
	Iteration 29Q: 3 clusters Score -3508626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3508626.000000 Penalty: 4910.341309
	Iteration 30F: 3 clusters Score -3508626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 34365 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16936 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36801 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 41980 members 
Mstep: Class 14 contains 44257 members 
Mstep: Class 15 contains 35104 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45692 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 20 contains 41946 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 48368 members 
Mstep: Class 23 contains 51045 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45032 members 
Mstep: Class 26 contains 8112 members 
Mstep: Class 27 contains 40369 members 
Mstep: Class 28 contains 41706 members 
Mstep: Class 29 contains 47083 members 
Mstep: Class 30 contains 49334 members 
Mstep: Class 31 contains 24013 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24568 members 
Mstep: Class 34 contains 68339 members 
Mstep: Class 35 contains 36978 members 
Mstep: Class 36 contains 42798 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43908 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55680 members 
Mstep: Class 41 contains 11816 members 
Entering Unmasked Estep 
Score: -196426288.000000 Penalty: 141646.312500
Splitting cluster 26 changes total score from -196428368.000000 to -196426288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (40369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Entering Unmasked Estep 
Score: -7236923.500000 Penalty: 2630.242920
	Iteration 0F: 2 clusters Score -7236924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -7209766.000000 Penalty: 5260.485840
	Iteration 0F: 3 clusters Score -7209766 nChanged 18509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -7219803.500000 Penalty: 5260.485840
	Iteration 1F: 3 clusters Score -7219804 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -7220286.500000 Penalty: 5260.485840
	Iteration 2Q: 3 clusters Score -7220286 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -7220746.500000 Penalty: 5260.485840
	Iteration 3Q: 3 clusters Score -7220746 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -7221209.000000 Penalty: 5260.485840
	Iteration 4Q: 3 clusters Score -7221209 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -7221766.500000 Penalty: 5260.485840
	Iteration 5Q: 3 clusters Score -7221766 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -7222434.000000 Penalty: 5260.485840
	Iteration 6Q: 3 clusters Score -7222434 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -7223247.500000 Penalty: 5260.485840
	Iteration 7Q: 3 clusters Score -7223248 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -7224385.000000 Penalty: 5260.485840
	Iteration 8F: 3 clusters Score -7224385 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -7225940.000000 Penalty: 5260.485840
	Iteration 9F: 3 clusters Score -7225940 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -7227942.000000 Penalty: 5260.485840
	Iteration 10F: 3 clusters Score -7227942 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7230100.500000 Penalty: 5260.485840
	Iteration 11F: 3 clusters Score -7230100 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7231868.000000 Penalty: 5260.485840
	Iteration 12F: 3 clusters Score -7231868 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7233109.000000 Penalty: 5260.485840
	Iteration 13Q: 3 clusters Score -7233109 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7233830.000000 Penalty: 5260.485840
	Iteration 14Q: 3 clusters Score -7233830 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7234214.000000 Penalty: 5260.485840
	Iteration 15Q: 3 clusters Score -7234214 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7234410.000000 Penalty: 5260.485840
	Iteration 16Q: 3 clusters Score -7234410 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7234515.000000 Penalty: 5260.485840
	Iteration 17Q: 3 clusters Score -7234515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7234596.500000 Penalty: 5260.485840
	Iteration 18Q: 3 clusters Score -7234596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7234637.000000 Penalty: 5260.485840
	Iteration 19Q: 3 clusters Score -7234637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7234654.500000 Penalty: 5260.485840
	Iteration 20F: 3 clusters Score -7234654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7234667.500000 Penalty: 5260.485840
	Iteration 21Q: 3 clusters Score -7234668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7234686.500000 Penalty: 5260.485840
	Iteration 22Q: 3 clusters Score -7234686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7234688.500000 Penalty: 5260.485840
	Iteration 23Q: 3 clusters Score -7234688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7234693.500000 Penalty: 5260.485840
	Iteration 24Q: 3 clusters Score -7234694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7234691.500000 Penalty: 5260.485840
	Iteration 25Q: 3 clusters Score -7234692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7234691.000000 Penalty: 5260.485840
	Iteration 26Q: 3 clusters Score -7234691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7234699.000000 Penalty: 5260.485840
	Iteration 27Q: 3 clusters Score -7234699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7234703.000000 Penalty: 5260.485840
	Iteration 28Q: 3 clusters Score -7234703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7234704.000000 Penalty: 5260.485840
	Iteration 29Q: 3 clusters Score -7234704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7234706.000000 Penalty: 5260.485840
	Iteration 30Q: 3 clusters Score -7234706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7234701.500000 Penalty: 5260.485840
	Iteration 31Q: 3 clusters Score -7234702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7234701.500000 Penalty: 5260.485840
	Iteration 32F: 3 clusters Score -7234702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Entering Unmasked Estep 
Score: -7430549.000000 Penalty: 2638.323242
	Iteration 0F: 2 clusters Score -7430549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -7402469.500000 Penalty: 5276.646484
	Iteration 0F: 3 clusters Score -7402470 nChanged 19279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -7413599.000000 Penalty: 5276.646484
	Iteration 1F: 3 clusters Score -7413599 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -7414997.000000 Penalty: 5276.646484
	Iteration 2F: 3 clusters Score -7414997 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7416814.000000 Penalty: 5276.646484
	Iteration 3F: 3 clusters Score -7416814 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -7418863.000000 Penalty: 5276.646484
	Iteration 4F: 3 clusters Score -7418863 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -7420773.500000 Penalty: 5276.646484
	Iteration 5F: 3 clusters Score -7420774 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7422199.500000 Penalty: 5276.646484
	Iteration 6F: 3 clusters Score -7422200 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -7423096.000000 Penalty: 5276.646484
	Iteration 7Q: 3 clusters Score -7423096 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -7423786.000000 Penalty: 5276.646484
	Iteration 8Q: 3 clusters Score -7423786 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7424447.500000 Penalty: 5276.646484
	Iteration 9Q: 3 clusters Score -7424448 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -7425098.500000 Penalty: 5276.646484
	Iteration 10Q: 3 clusters Score -7425098 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -7425782.500000 Penalty: 5276.646484
	Iteration 11Q: 3 clusters Score -7425782 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -7426476.500000 Penalty: 5276.646484
	Iteration 12Q: 3 clusters Score -7426476 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7427146.000000 Penalty: 5276.646484
	Iteration 13Q: 3 clusters Score -7427146 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7427683.000000 Penalty: 5276.646484
	Iteration 14Q: 3 clusters Score -7427683 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -7428044.000000 Penalty: 5276.646484
	Iteration 15Q: 3 clusters Score -7428044 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7428269.000000 Penalty: 5276.646484
	Iteration 16Q: 3 clusters Score -7428269 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -7428435.500000 Penalty: 5276.646484
	Iteration 17Q: 3 clusters Score -7428436 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7428556.000000 Penalty: 5276.646484
	Iteration 18Q: 3 clusters Score -7428556 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -7428605.500000 Penalty: 5276.646484
	Iteration 19Q: 3 clusters Score -7428606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -7428646.500000 Penalty: 5276.646484
	Iteration 20F: 3 clusters Score -7428646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -7428675.000000 Penalty: 5276.646484
	Iteration 21Q: 3 clusters Score -7428675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -7428702.000000 Penalty: 5276.646484
	Iteration 22Q: 3 clusters Score -7428702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -7428713.500000 Penalty: 5276.646484
	Iteration 23Q: 3 clusters Score -7428714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7428732.500000 Penalty: 5276.646484
	Iteration 24Q: 3 clusters Score -7428732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -7428740.500000 Penalty: 5276.646484
	Iteration 25Q: 3 clusters Score -7428740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -7428758.500000 Penalty: 5276.646484
	Iteration 26Q: 3 clusters Score -7428758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7428760.000000 Penalty: 5276.646484
	Iteration 27Q: 3 clusters Score -7428760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -7428760.500000 Penalty: 5276.646484
	Iteration 28Q: 3 clusters Score -7428760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -7428759.000000 Penalty: 5276.646484
	Iteration 29Q: 3 clusters Score -7428759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -7428762.000000 Penalty: 5276.646484
	Iteration 30Q: 3 clusters Score -7428762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -7428768.000000 Penalty: 5276.646484
	Iteration 31Q: 3 clusters Score -7428768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -7428761.000000 Penalty: 5276.646484
	Iteration 32Q: 3 clusters Score -7428761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -7428760.000000 Penalty: 5276.646484
	Iteration 33Q: 3 clusters Score -7428760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -7428761.000000 Penalty: 5276.646484
	Iteration 34Q: 3 clusters Score -7428761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -7428768.000000 Penalty: 5276.646484
	Iteration 35Q: 3 clusters Score -7428768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -7428763.000000 Penalty: 5276.646484
	Iteration 36Q: 3 clusters Score -7428763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -7428765.500000 Penalty: 5276.646484
	Iteration 37Q: 3 clusters Score -7428766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -7428765.000000 Penalty: 5276.646484
	Iteration 38Q: 3 clusters Score -7428765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -7428767.000000 Penalty: 5276.646484
	Iteration 39Q: 3 clusters Score -7428767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7428768.000000 Penalty: 5276.646484
	Iteration 40F: 3 clusters Score -7428768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -7428764.500000 Penalty: 5276.646484
	Iteration 41Q: 3 clusters Score -7428764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -7428762.000000 Penalty: 5276.646484
	Iteration 42Q: 3 clusters Score -7428762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -7428766.500000 Penalty: 5276.646484
	Iteration 43Q: 3 clusters Score -7428766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7428774.000000 Penalty: 5276.646484
	Iteration 44Q: 3 clusters Score -7428774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -7428770.000000 Penalty: 5276.646484
	Iteration 45Q: 3 clusters Score -7428770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -7428770.000000 Penalty: 5276.646484
	Iteration 46F: 3 clusters Score -7428770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Entering Unmasked Estep 
Score: -8483330.000000 Penalty: 2668.397461
	Iteration 0F: 2 clusters Score -8483330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8453617.000000 Penalty: 5336.794922
	Iteration 0F: 3 clusters Score -8453617 nChanged 21624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8465475.000000 Penalty: 5336.794922
	Iteration 1F: 3 clusters Score -8465475 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8465941.000000 Penalty: 5336.794922
	Iteration 2Q: 3 clusters Score -8465941 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8466372.000000 Penalty: 5336.794922
	Iteration 3Q: 3 clusters Score -8466372 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -8466895.000000 Penalty: 5336.794922
	Iteration 4Q: 3 clusters Score -8466895 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -8467348.000000 Penalty: 5336.794922
	Iteration 5Q: 3 clusters Score -8467348 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -8467824.000000 Penalty: 5336.794922
	Iteration 6Q: 3 clusters Score -8467824 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -8468477.000000 Penalty: 5336.794922
	Iteration 7Q: 3 clusters Score -8468477 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -8469323.000000 Penalty: 5336.794922
	Iteration 8Q: 3 clusters Score -8469323 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -8470443.000000 Penalty: 5336.794922
	Iteration 9Q: 3 clusters Score -8470443 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8472113.000000 Penalty: 5336.794922
	Iteration 10F: 3 clusters Score -8472113 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -8474217.000000 Penalty: 5336.794922
	Iteration 11F: 3 clusters Score -8474217 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8476547.000000 Penalty: 5336.794922
	Iteration 12F: 3 clusters Score -8476547 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8478506.000000 Penalty: 5336.794922
	Iteration 13F: 3 clusters Score -8478506 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8479645.000000 Penalty: 5336.794922
	Iteration 14Q: 3 clusters Score -8479645 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8480231.000000 Penalty: 5336.794922
	Iteration 15Q: 3 clusters Score -8480231 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8480553.000000 Penalty: 5336.794922
	Iteration 16Q: 3 clusters Score -8480553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8480740.000000 Penalty: 5336.794922
	Iteration 17Q: 3 clusters Score -8480740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8480819.000000 Penalty: 5336.794922
	Iteration 18Q: 3 clusters Score -8480819 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8480886.000000 Penalty: 5336.794922
	Iteration 19Q: 3 clusters Score -8480886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8480924.000000 Penalty: 5336.794922
	Iteration 20F: 3 clusters Score -8480924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8480933.000000 Penalty: 5336.794922
	Iteration 21Q: 3 clusters Score -8480933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8480963.000000 Penalty: 5336.794922
	Iteration 22Q: 3 clusters Score -8480963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8480984.000000 Penalty: 5336.794922
	Iteration 23Q: 3 clusters Score -8480984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8481005.000000 Penalty: 5336.794922
	Iteration 24Q: 3 clusters Score -8481005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8481016.000000 Penalty: 5336.794922
	Iteration 25Q: 3 clusters Score -8481016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8481047.000000 Penalty: 5336.794922
	Iteration 26Q: 3 clusters Score -8481047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8481066.000000 Penalty: 5336.794922
	Iteration 27Q: 3 clusters Score -8481066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8481072.000000 Penalty: 5336.794922
	Iteration 28Q: 3 clusters Score -8481072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8481078.000000 Penalty: 5336.794922
	Iteration 29Q: 3 clusters Score -8481078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8481081.000000 Penalty: 5336.794922
	Iteration 30Q: 3 clusters Score -8481081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8481081.000000 Penalty: 5336.794922
	Iteration 31F: 3 clusters Score -8481081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Entering Unmasked Estep 
Score: -8873249.000000 Penalty: 2679.979492
	Iteration 0F: 2 clusters Score -8873249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8842775.000000 Penalty: 5359.958984
	Iteration 0F: 3 clusters Score -8842775 nChanged 22599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -8855182.000000 Penalty: 5359.958984
	Iteration 1F: 3 clusters Score -8855182 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8855628.000000 Penalty: 5359.958984
	Iteration 2Q: 3 clusters Score -8855628 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -8856053.000000 Penalty: 5359.958984
	Iteration 3Q: 3 clusters Score -8856053 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -8856429.000000 Penalty: 5359.958984
	Iteration 4Q: 3 clusters Score -8856429 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8856817.000000 Penalty: 5359.958984
	Iteration 5Q: 3 clusters Score -8856817 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -8857206.000000 Penalty: 5359.958984
	Iteration 6Q: 3 clusters Score -8857206 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8857579.000000 Penalty: 5359.958984
	Iteration 7Q: 3 clusters Score -8857579 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -8858075.000000 Penalty: 5359.958984
	Iteration 8Q: 3 clusters Score -8858075 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -8858749.000000 Penalty: 5359.958984
	Iteration 9Q: 3 clusters Score -8858749 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -8859765.000000 Penalty: 5359.958984
	Iteration 10Q: 3 clusters Score -8859765 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -8861184.000000 Penalty: 5359.958984
	Iteration 11Q: 3 clusters Score -8861184 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -8862972.000000 Penalty: 5359.958984
	Iteration 12F: 3 clusters Score -8862972 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -8864527.000000 Penalty: 5359.958984
	Iteration 13F: 3 clusters Score -8864527 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -8865401.000000 Penalty: 5359.958984
	Iteration 14Q: 3 clusters Score -8865401 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -8865893.000000 Penalty: 5359.958984
	Iteration 15Q: 3 clusters Score -8865893 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -8866205.000000 Penalty: 5359.958984
	Iteration 16Q: 3 clusters Score -8866205 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -8866446.000000 Penalty: 5359.958984
	Iteration 17Q: 3 clusters Score -8866446 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -8866768.000000 Penalty: 5359.958984
	Iteration 18Q: 3 clusters Score -8866768 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8867141.000000 Penalty: 5359.958984
	Iteration 19Q: 3 clusters Score -8867141 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -8867556.000000 Penalty: 5359.958984
	Iteration 20F: 3 clusters Score -8867556 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -8868016.000000 Penalty: 5359.958984
	Iteration 21Q: 3 clusters Score -8868016 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -8868575.000000 Penalty: 5359.958984
	Iteration 22Q: 3 clusters Score -8868575 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -8869123.000000 Penalty: 5359.958984
	Iteration 23Q: 3 clusters Score -8869123 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -8869577.000000 Penalty: 5359.958984
	Iteration 24Q: 3 clusters Score -8869577 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -8870046.000000 Penalty: 5359.958984
	Iteration 25Q: 3 clusters Score -8870046 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -8870432.000000 Penalty: 5359.958984
	Iteration 26Q: 3 clusters Score -8870432 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8870719.000000 Penalty: 5359.958984
	Iteration 27Q: 3 clusters Score -8870719 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -8870918.000000 Penalty: 5359.958984
	Iteration 28Q: 3 clusters Score -8870918 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -8871055.000000 Penalty: 5359.958984
	Iteration 29Q: 3 clusters Score -8871055 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -8871188.000000 Penalty: 5359.958984
	Iteration 30Q: 3 clusters Score -8871188 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -8871222.000000 Penalty: 5359.958984
	Iteration 31Q: 3 clusters Score -8871222 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8871257.000000 Penalty: 5359.958984
	Iteration 32Q: 3 clusters Score -8871257 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -8871281.000000 Penalty: 5359.958984
	Iteration 33Q: 3 clusters Score -8871281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -8871300.000000 Penalty: 5359.958984
	Iteration 34Q: 3 clusters Score -8871300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -8871317.000000 Penalty: 5359.958984
	Iteration 35Q: 3 clusters Score -8871317 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -8871343.000000 Penalty: 5359.958984
	Iteration 36Q: 3 clusters Score -8871343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -8871349.000000 Penalty: 5359.958984
	Iteration 37Q: 3 clusters Score -8871349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -8871356.000000 Penalty: 5359.958984
	Iteration 38Q: 3 clusters Score -8871356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -8871349.000000 Penalty: 5359.958984
	Iteration 39Q: 3 clusters Score -8871349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -8871380.000000 Penalty: 5359.958984
	Iteration 40F: 3 clusters Score -8871380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -8871383.000000 Penalty: 5359.958984
	Iteration 41Q: 3 clusters Score -8871383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -8871391.000000 Penalty: 5359.958984
	Iteration 42Q: 3 clusters Score -8871391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -8871417.000000 Penalty: 5359.958984
	Iteration 43Q: 3 clusters Score -8871417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -8871419.000000 Penalty: 5359.958984
	Iteration 44Q: 3 clusters Score -8871419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -8871416.000000 Penalty: 5359.958984
	Iteration 45Q: 3 clusters Score -8871416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -8871423.000000 Penalty: 5359.958984
	Iteration 46Q: 3 clusters Score -8871423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -8871416.000000 Penalty: 5359.958984
	Iteration 47Q: 3 clusters Score -8871416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -8871418.000000 Penalty: 5359.958984
	Iteration 48Q: 3 clusters Score -8871418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -8871410.000000 Penalty: 5359.958984
	Iteration 49Q: 3 clusters Score -8871410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -8871415.000000 Penalty: 5359.958984
	Iteration 50Q: 3 clusters Score -8871415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -8871407.000000 Penalty: 5359.958984
	Iteration 51Q: 3 clusters Score -8871407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -8871402.000000 Penalty: 5359.958984
	Iteration 52Q: 3 clusters Score -8871402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -8871392.000000 Penalty: 5359.958984
	Iteration 53Q: 3 clusters Score -8871392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -8871388.000000 Penalty: 5359.958984
	Iteration 54Q: 3 clusters Score -8871388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -8871392.000000 Penalty: 5359.958984
	Iteration 55Q: 3 clusters Score -8871392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -8871394.000000 Penalty: 5359.958984
	Iteration 56Q: 3 clusters Score -8871394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -8871383.000000 Penalty: 5359.958984
	Iteration 57Q: 3 clusters Score -8871383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -8871396.000000 Penalty: 5359.958984
	Iteration 58Q: 3 clusters Score -8871396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -8871405.000000 Penalty: 5359.958984
	Iteration 59Q: 3 clusters Score -8871405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -8871403.000000 Penalty: 5359.958984
	Iteration 60F: 3 clusters Score -8871403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -8871409.000000 Penalty: 5359.958984
	Iteration 61Q: 3 clusters Score -8871409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -8871409.000000 Penalty: 5359.958984
	Iteration 62Q: 3 clusters Score -8871409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -8871409.000000 Penalty: 5359.958984
	Iteration 63F: 3 clusters Score -8871409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Entering Unmasked Estep 
Score: -4258415.500000 Penalty: 2501.414795
	Iteration 0F: 2 clusters Score -4258416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4241715.500000 Penalty: 5002.829590
	Iteration 0F: 3 clusters Score -4241716 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4247494.500000 Penalty: 5002.829590
	Iteration 1F: 3 clusters Score -4247494 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4247925.500000 Penalty: 5002.829590
	Iteration 2Q: 3 clusters Score -4247926 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4248275.000000 Penalty: 5002.829590
	Iteration 3Q: 3 clusters Score -4248275 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4248611.500000 Penalty: 5002.829590
	Iteration 4Q: 3 clusters Score -4248612 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4248940.500000 Penalty: 5002.829590
	Iteration 5Q: 3 clusters Score -4248940 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4249296.000000 Penalty: 5002.829590
	Iteration 6Q: 3 clusters Score -4249296 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -4249699.000000 Penalty: 5002.829590
	Iteration 7Q: 3 clusters Score -4249699 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4250162.000000 Penalty: 5002.829590
	Iteration 8Q: 3 clusters Score -4250162 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4250694.000000 Penalty: 5002.829590
	Iteration 9Q: 3 clusters Score -4250694 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4251272.500000 Penalty: 5002.829590
	Iteration 10Q: 3 clusters Score -4251272 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4251924.500000 Penalty: 5002.829590
	Iteration 11Q: 3 clusters Score -4251924 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4252565.500000 Penalty: 5002.829590
	Iteration 12Q: 3 clusters Score -4252566 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4253204.000000 Penalty: 5002.829590
	Iteration 13Q: 3 clusters Score -4253204 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4253763.000000 Penalty: 5002.829590
	Iteration 14Q: 3 clusters Score -4253763 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4254327.000000 Penalty: 5002.829590
	Iteration 15Q: 3 clusters Score -4254327 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4254847.500000 Penalty: 5002.829590
	Iteration 16Q: 3 clusters Score -4254848 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4255309.000000 Penalty: 5002.829590
	Iteration 17Q: 3 clusters Score -4255309 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4255736.500000 Penalty: 5002.829590
	Iteration 18Q: 3 clusters Score -4255736 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -4256080.000000 Penalty: 5002.829590
	Iteration 19Q: 3 clusters Score -4256080 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4256310.500000 Penalty: 5002.829590
	Iteration 20F: 3 clusters Score -4256310 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -4256464.500000 Penalty: 5002.829590
	Iteration 21Q: 3 clusters Score -4256464 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4256614.500000 Penalty: 5002.829590
	Iteration 22Q: 3 clusters Score -4256614 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -4256694.500000 Penalty: 5002.829590
	Iteration 23Q: 3 clusters Score -4256694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4256753.500000 Penalty: 5002.829590
	Iteration 24Q: 3 clusters Score -4256754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4256815.000000 Penalty: 5002.829590
	Iteration 25Q: 3 clusters Score -4256815 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4256858.000000 Penalty: 5002.829590
	Iteration 26Q: 3 clusters Score -4256858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -4256893.500000 Penalty: 5002.829590
	Iteration 27Q: 3 clusters Score -4256894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -4256920.500000 Penalty: 5002.829590
	Iteration 28Q: 3 clusters Score -4256920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4256923.500000 Penalty: 5002.829590
	Iteration 29Q: 3 clusters Score -4256924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4256934.500000 Penalty: 5002.829590
	Iteration 30Q: 3 clusters Score -4256934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4256943.000000 Penalty: 5002.829590
	Iteration 31Q: 3 clusters Score -4256943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4256940.000000 Penalty: 5002.829590
	Iteration 32Q: 3 clusters Score -4256940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4256950.500000 Penalty: 5002.829590
	Iteration 33Q: 3 clusters Score -4256950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4256943.000000 Penalty: 5002.829590
	Iteration 34Q: 3 clusters Score -4256943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -4256954.500000 Penalty: 5002.829590
	Iteration 35Q: 3 clusters Score -4256954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4256959.500000 Penalty: 5002.829590
	Iteration 36Q: 3 clusters Score -4256960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4256966.000000 Penalty: 5002.829590
	Iteration 37Q: 3 clusters Score -4256966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -4256972.500000 Penalty: 5002.829590
	Iteration 38Q: 3 clusters Score -4256972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4256973.000000 Penalty: 5002.829590
	Iteration 39Q: 3 clusters Score -4256973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4256970.000000 Penalty: 5002.829590
	Iteration 40F: 3 clusters Score -4256970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4256974.000000 Penalty: 5002.829590
	Iteration 41Q: 3 clusters Score -4256974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4256974.000000 Penalty: 5002.829590
	Iteration 42F: 3 clusters Score -4256974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -209756.796875 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -209756.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -207672.609375 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -207672.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -208069.156250 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -208069.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -208210.843750 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -208210.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -208362.390625 Penalty: 3534.140381
	Iteration 3F: 3 clusters Score -208362.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -208478.906250 Penalty: 3534.140381
	Iteration 4F: 3 clusters Score -208478.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -208577.437500 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -208577.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -208639.734375 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -208639.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -208672.984375 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -208673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -208699.234375 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -208699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -208720.609375 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -208720.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -208741.281250 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -208741.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -208749.375000 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -208749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -208750.765625 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -208750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -208752.531250 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -208752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -208754.656250 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -208754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -208755.421875 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -208755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -208757.406250 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -208757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -208758.703125 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -208758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -208759.125000 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -208759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -208759.656250 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -208759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -208760.328125 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -208760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -208762.562500 Penalty: 3534.140381
	Iteration 21Q: 3 clusters Score -208762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -208764.328125 Penalty: 3534.140381
	Iteration 22Q: 3 clusters Score -208764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -208767.500000 Penalty: 3534.140381
	Iteration 23Q: 3 clusters Score -208767.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -208773.015625 Penalty: 3534.140381
	Iteration 24Q: 3 clusters Score -208773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -208777.453125 Penalty: 3534.140381
	Iteration 25Q: 3 clusters Score -208777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -208784.265625 Penalty: 3534.140381
	Iteration 26Q: 3 clusters Score -208784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -208795.921875 Penalty: 3534.140381
	Iteration 27Q: 3 clusters Score -208795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -208802.156250 Penalty: 3534.140381
	Iteration 28Q: 3 clusters Score -208802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -208816.375000 Penalty: 3534.140381
	Iteration 29Q: 3 clusters Score -208816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -208825.375000 Penalty: 3534.140381
	Iteration 30Q: 3 clusters Score -208825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -208832.546875 Penalty: 3534.140381
	Iteration 31Q: 3 clusters Score -208832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -208842.125000 Penalty: 3534.140381
	Iteration 32Q: 3 clusters Score -208842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -208848.156250 Penalty: 3534.140381
	Iteration 33Q: 3 clusters Score -208848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -208849.265625 Penalty: 3534.140381
	Iteration 34Q: 3 clusters Score -208849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -208851.046875 Penalty: 3534.140381
	Iteration 35Q: 3 clusters Score -208851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -208854.031250 Penalty: 3534.140381
	Iteration 36Q: 3 clusters Score -208854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -208857.562500 Penalty: 3534.140381
	Iteration 37Q: 3 clusters Score -208857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -208863.765625 Penalty: 3534.140381
	Iteration 38Q: 3 clusters Score -208863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -208872.140625 Penalty: 3534.140381
	Iteration 39Q: 3 clusters Score -208872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -208874.796875 Penalty: 3534.140381
	Iteration 40F: 3 clusters Score -208874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -208880.468750 Penalty: 3534.140381
	Iteration 41Q: 3 clusters Score -208880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -208881.421875 Penalty: 3534.140381
	Iteration 42Q: 3 clusters Score -208881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -208884.140625 Penalty: 3534.140381
	Iteration 43Q: 3 clusters Score -208884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -208884.406250 Penalty: 3534.140381
	Iteration 44Q: 3 clusters Score -208884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -208886.765625 Penalty: 3534.140381
	Iteration 45Q: 3 clusters Score -208886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -208887.906250 Penalty: 3534.140381
	Iteration 46Q: 3 clusters Score -208887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -208889.953125 Penalty: 3534.140381
	Iteration 47Q: 3 clusters Score -208890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -208889.953125 Penalty: 3534.140381
	Iteration 48F: 3 clusters Score -208890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (24568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Entering Unmasked Estep 
Score: -4370268.500000 Penalty: 2507.081787
	Iteration 0F: 2 clusters Score -4370268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4353385.000000 Penalty: 5014.163574
	Iteration 0F: 3 clusters Score -4353385 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4359413.500000 Penalty: 5014.163574
	Iteration 1F: 3 clusters Score -4359414 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4360133.000000 Penalty: 5014.163574
	Iteration 2F: 3 clusters Score -4360133 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -4360968.500000 Penalty: 5014.163574
	Iteration 3F: 3 clusters Score -4360968 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4361805.000000 Penalty: 5014.163574
	Iteration 4F: 3 clusters Score -4361805 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4362687.500000 Penalty: 5014.163574
	Iteration 5F: 3 clusters Score -4362688 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4363733.500000 Penalty: 5014.163574
	Iteration 6F: 3 clusters Score -4363734 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4364842.500000 Penalty: 5014.163574
	Iteration 7F: 3 clusters Score -4364842 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4365930.000000 Penalty: 5014.163574
	Iteration 8F: 3 clusters Score -4365930 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4366897.500000 Penalty: 5014.163574
	Iteration 9F: 3 clusters Score -4366898 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4367632.000000 Penalty: 5014.163574
	Iteration 10Q: 3 clusters Score -4367632 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4368004.500000 Penalty: 5014.163574
	Iteration 11Q: 3 clusters Score -4368004 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4368194.000000 Penalty: 5014.163574
	Iteration 12Q: 3 clusters Score -4368194 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4368287.000000 Penalty: 5014.163574
	Iteration 13Q: 3 clusters Score -4368287 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4368349.500000 Penalty: 5014.163574
	Iteration 14Q: 3 clusters Score -4368350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4368395.500000 Penalty: 5014.163574
	Iteration 15Q: 3 clusters Score -4368396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4368420.000000 Penalty: 5014.163574
	Iteration 16Q: 3 clusters Score -4368420 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4368461.500000 Penalty: 5014.163574
	Iteration 17Q: 3 clusters Score -4368462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4368502.500000 Penalty: 5014.163574
	Iteration 18Q: 3 clusters Score -4368502 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4368529.000000 Penalty: 5014.163574
	Iteration 19Q: 3 clusters Score -4368529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4368557.000000 Penalty: 5014.163574
	Iteration 20F: 3 clusters Score -4368557 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4368585.500000 Penalty: 5014.163574
	Iteration 21Q: 3 clusters Score -4368586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4368595.000000 Penalty: 5014.163574
	Iteration 22Q: 3 clusters Score -4368595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4368608.000000 Penalty: 5014.163574
	Iteration 23Q: 3 clusters Score -4368608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4368612.500000 Penalty: 5014.163574
	Iteration 24Q: 3 clusters Score -4368612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4368624.500000 Penalty: 5014.163574
	Iteration 25Q: 3 clusters Score -4368624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4368640.500000 Penalty: 5014.163574
	Iteration 26Q: 3 clusters Score -4368640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4368653.000000 Penalty: 5014.163574
	Iteration 27Q: 3 clusters Score -4368653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4368668.500000 Penalty: 5014.163574
	Iteration 28Q: 3 clusters Score -4368668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4368703.000000 Penalty: 5014.163574
	Iteration 29Q: 3 clusters Score -4368703 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4368722.000000 Penalty: 5014.163574
	Iteration 30Q: 3 clusters Score -4368722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4368733.500000 Penalty: 5014.163574
	Iteration 31Q: 3 clusters Score -4368734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4368748.000000 Penalty: 5014.163574
	Iteration 32Q: 3 clusters Score -4368748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4368766.000000 Penalty: 5014.163574
	Iteration 33Q: 3 clusters Score -4368766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4368770.500000 Penalty: 5014.163574
	Iteration 34Q: 3 clusters Score -4368770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4368783.000000 Penalty: 5014.163574
	Iteration 35Q: 3 clusters Score -4368783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4368804.500000 Penalty: 5014.163574
	Iteration 36Q: 3 clusters Score -4368804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4368819.500000 Penalty: 5014.163574
	Iteration 37Q: 3 clusters Score -4368820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4368828.500000 Penalty: 5014.163574
	Iteration 38Q: 3 clusters Score -4368828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4368834.000000 Penalty: 5014.163574
	Iteration 39Q: 3 clusters Score -4368834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4368839.500000 Penalty: 5014.163574
	Iteration 40F: 3 clusters Score -4368840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4368842.500000 Penalty: 5014.163574
	Iteration 41Q: 3 clusters Score -4368842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4368843.500000 Penalty: 5014.163574
	Iteration 42Q: 3 clusters Score -4368844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4368844.500000 Penalty: 5014.163574
	Iteration 43Q: 3 clusters Score -4368844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4368847.000000 Penalty: 5014.163574
	Iteration 44Q: 3 clusters Score -4368847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4368854.000000 Penalty: 5014.163574
	Iteration 45Q: 3 clusters Score -4368854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4368856.000000 Penalty: 5014.163574
	Iteration 46Q: 3 clusters Score -4368856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4368855.500000 Penalty: 5014.163574
	Iteration 47Q: 3 clusters Score -4368856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4368856.500000 Penalty: 5014.163574
	Iteration 48Q: 3 clusters Score -4368856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4368862.500000 Penalty: 5014.163574
	Iteration 49Q: 3 clusters Score -4368862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4368865.500000 Penalty: 5014.163574
	Iteration 50Q: 3 clusters Score -4368866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4368865.500000 Penalty: 5014.163574
	Iteration 51Q: 3 clusters Score -4368866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4368866.000000 Penalty: 5014.163574
	Iteration 52Q: 3 clusters Score -4368866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4368866.000000 Penalty: 5014.163574
	Iteration 53Q: 3 clusters Score -4368866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4368860.000000 Penalty: 5014.163574
	Iteration 54Q: 3 clusters Score -4368860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4368866.000000 Penalty: 5014.163574
	Iteration 55Q: 3 clusters Score -4368866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4368866.500000 Penalty: 5014.163574
	Iteration 56Q: 3 clusters Score -4368866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4368863.000000 Penalty: 5014.163574
	Iteration 57Q: 3 clusters Score -4368863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4368864.000000 Penalty: 5014.163574
	Iteration 58Q: 3 clusters Score -4368864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4368865.500000 Penalty: 5014.163574
	Iteration 59Q: 3 clusters Score -4368866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -4368865.500000 Penalty: 5014.163574
	Iteration 60F: 3 clusters Score -4368866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4368876.500000 Penalty: 5014.163574
	Iteration 61Q: 3 clusters Score -4368876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4368876.500000 Penalty: 5014.163574
	Iteration 62Q: 3 clusters Score -4368876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4368864.500000 Penalty: 5014.163574
	Iteration 63Q: 3 clusters Score -4368864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4368870.500000 Penalty: 5014.163574
	Iteration 64Q: 3 clusters Score -4368870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4368869.500000 Penalty: 5014.163574
	Iteration 65Q: 3 clusters Score -4368870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4368872.500000 Penalty: 5014.163574
	Iteration 66Q: 3 clusters Score -4368872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4368873.000000 Penalty: 5014.163574
	Iteration 67Q: 3 clusters Score -4368873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4368876.000000 Penalty: 5014.163574
	Iteration 68Q: 3 clusters Score -4368876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4368876.000000 Penalty: 5014.163574
	Iteration 69Q: 3 clusters Score -4368876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4368889.500000 Penalty: 5014.163574
	Iteration 70Q: 3 clusters Score -4368890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4368878.500000 Penalty: 5014.163574
	Iteration 71Q: 3 clusters Score -4368878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4368874.500000 Penalty: 5014.163574
	Iteration 72Q: 3 clusters Score -4368874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4368874.500000 Penalty: 5014.163574
	Iteration 73Q: 3 clusters Score -4368874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4368871.000000 Penalty: 5014.163574
	Iteration 74Q: 3 clusters Score -4368871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4368878.500000 Penalty: 5014.163574
	Iteration 75Q: 3 clusters Score -4368878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4368879.000000 Penalty: 5014.163574
	Iteration 76Q: 3 clusters Score -4368879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4368884.000000 Penalty: 5014.163574
	Iteration 77Q: 3 clusters Score -4368884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4368881.500000 Penalty: 5014.163574
	Iteration 78Q: 3 clusters Score -4368882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4368888.500000 Penalty: 5014.163574
	Iteration 79Q: 3 clusters Score -4368888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4368889.500000 Penalty: 5014.163574
	Iteration 80F: 3 clusters Score -4368890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4368888.000000 Penalty: 5014.163574
	Iteration 81Q: 3 clusters Score -4368888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4368889.500000 Penalty: 5014.163574
	Iteration 82Q: 3 clusters Score -4368890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4368888.500000 Penalty: 5014.163574
	Iteration 83Q: 3 clusters Score -4368888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4368889.000000 Penalty: 5014.163574
	Iteration 84Q: 3 clusters Score -4368889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4368886.000000 Penalty: 5014.163574
	Iteration 85Q: 3 clusters Score -4368886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4368885.500000 Penalty: 5014.163574
	Iteration 86Q: 3 clusters Score -4368886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4368887.500000 Penalty: 5014.163574
	Iteration 87Q: 3 clusters Score -4368888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4368888.000000 Penalty: 5014.163574
	Iteration 88Q: 3 clusters Score -4368888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4368888.000000 Penalty: 5014.163574
	Iteration 89Q: 3 clusters Score -4368888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4368889.500000 Penalty: 5014.163574
	Iteration 90Q: 3 clusters Score -4368890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4368889.000000 Penalty: 5014.163574
	Iteration 91Q: 3 clusters Score -4368889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4368889.000000 Penalty: 5014.163574
	Iteration 92F: 3 clusters Score -4368889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (68339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Entering Unmasked Estep 
Score: -12042865.000000 Penalty: 2760.794434
	Iteration 0F: 2 clusters Score -1.204286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -12001185.000000 Penalty: 5521.588867
	Iteration 0F: 3 clusters Score -1.200118e+07 nChanged 32056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -12019469.000000 Penalty: 5521.588867
	Iteration 1F: 3 clusters Score -1.201947e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -12020258.000000 Penalty: 5521.588867
	Iteration 2Q: 3 clusters Score -1.202026e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -12021427.000000 Penalty: 5521.588867
	Iteration 3Q: 3 clusters Score -1.202143e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -12023099.000000 Penalty: 5521.588867
	Iteration 4F: 3 clusters Score -1.20231e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -12025531.000000 Penalty: 5521.588867
	Iteration 5F: 3 clusters Score -1.202553e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -12028867.000000 Penalty: 5521.588867
	Iteration 6F: 3 clusters Score -1.202887e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -12032716.000000 Penalty: 5521.588867
	Iteration 7F: 3 clusters Score -1.203272e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -12035936.000000 Penalty: 5521.588867
	Iteration 8F: 3 clusters Score -1.203594e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -12037969.000000 Penalty: 5521.588867
	Iteration 9Q: 3 clusters Score -1.203797e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -12039082.000000 Penalty: 5521.588867
	Iteration 10Q: 3 clusters Score -1.203908e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -12039705.000000 Penalty: 5521.588867
	Iteration 11Q: 3 clusters Score -1.20397e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -12040003.000000 Penalty: 5521.588867
	Iteration 12Q: 3 clusters Score -1.204e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -12040168.000000 Penalty: 5521.588867
	Iteration 13Q: 3 clusters Score -1.204017e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -12040217.000000 Penalty: 5521.588867
	Iteration 14Q: 3 clusters Score -1.204022e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -12040272.000000 Penalty: 5521.588867
	Iteration 15Q: 3 clusters Score -1.204027e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -12040337.000000 Penalty: 5521.588867
	Iteration 16Q: 3 clusters Score -1.204034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -12040369.000000 Penalty: 5521.588867
	Iteration 17Q: 3 clusters Score -1.204037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -12040398.000000 Penalty: 5521.588867
	Iteration 18Q: 3 clusters Score -1.20404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -12040407.000000 Penalty: 5521.588867
	Iteration 19Q: 3 clusters Score -1.204041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -12040409.000000 Penalty: 5521.588867
	Iteration 20F: 3 clusters Score -1.204041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -12040420.000000 Penalty: 5521.588867
	Iteration 21Q: 3 clusters Score -1.204042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -12040423.000000 Penalty: 5521.588867
	Iteration 22Q: 3 clusters Score -1.204042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -12040427.000000 Penalty: 5521.588867
	Iteration 23Q: 3 clusters Score -1.204043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -12040436.000000 Penalty: 5521.588867
	Iteration 24Q: 3 clusters Score -1.204044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -12040440.000000 Penalty: 5521.588867
	Iteration 25Q: 3 clusters Score -1.204044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -12040445.000000 Penalty: 5521.588867
	Iteration 26Q: 3 clusters Score -1.204044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -12040448.000000 Penalty: 5521.588867
	Iteration 27Q: 3 clusters Score -1.204045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -12040438.000000 Penalty: 5521.588867
	Iteration 28Q: 3 clusters Score -1.204044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -12040442.000000 Penalty: 5521.588867
	Iteration 29Q: 3 clusters Score -1.204044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -12040442.000000 Penalty: 5521.588867
	Iteration 30F: 3 clusters Score -1.204044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Entering Unmasked Estep 
Score: -6587074.500000 Penalty: 2608.483643
	Iteration 0F: 2 clusters Score -6587074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -6561992.000000 Penalty: 5216.967285
	Iteration 0F: 3 clusters Score -6561992 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6571466.500000 Penalty: 5216.967285
	Iteration 1F: 3 clusters Score -6571466 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -6572091.500000 Penalty: 5216.967285
	Iteration 2Q: 3 clusters Score -6572092 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -6572865.500000 Penalty: 5216.967285
	Iteration 3Q: 3 clusters Score -6572866 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -6573914.500000 Penalty: 5216.967285
	Iteration 4F: 3 clusters Score -6573914 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -6575118.000000 Penalty: 5216.967285
	Iteration 5F: 3 clusters Score -6575118 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -6576459.000000 Penalty: 5216.967285
	Iteration 6F: 3 clusters Score -6576459 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -6577818.000000 Penalty: 5216.967285
	Iteration 7F: 3 clusters Score -6577818 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -6579239.500000 Penalty: 5216.967285
	Iteration 8F: 3 clusters Score -6579240 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6580595.000000 Penalty: 5216.967285
	Iteration 9F: 3 clusters Score -6580595 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6581794.500000 Penalty: 5216.967285
	Iteration 10Q: 3 clusters Score -6581794 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -6582741.000000 Penalty: 5216.967285
	Iteration 11Q: 3 clusters Score -6582741 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6583390.500000 Penalty: 5216.967285
	Iteration 12Q: 3 clusters Score -6583390 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -6583715.000000 Penalty: 5216.967285
	Iteration 13Q: 3 clusters Score -6583715 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -6583955.500000 Penalty: 5216.967285
	Iteration 14Q: 3 clusters Score -6583956 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -6584106.000000 Penalty: 5216.967285
	Iteration 15Q: 3 clusters Score -6584106 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -6584232.500000 Penalty: 5216.967285
	Iteration 16Q: 3 clusters Score -6584232 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -6584350.000000 Penalty: 5216.967285
	Iteration 17Q: 3 clusters Score -6584350 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -6584462.000000 Penalty: 5216.967285
	Iteration 18Q: 3 clusters Score -6584462 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -6584546.000000 Penalty: 5216.967285
	Iteration 19Q: 3 clusters Score -6584546 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -6584623.000000 Penalty: 5216.967285
	Iteration 20F: 3 clusters Score -6584623 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6584707.500000 Penalty: 5216.967285
	Iteration 21Q: 3 clusters Score -6584708 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -6584795.500000 Penalty: 5216.967285
	Iteration 22Q: 3 clusters Score -6584796 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -6584874.000000 Penalty: 5216.967285
	Iteration 23Q: 3 clusters Score -6584874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -6584927.500000 Penalty: 5216.967285
	Iteration 24Q: 3 clusters Score -6584928 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -6584998.500000 Penalty: 5216.967285
	Iteration 25Q: 3 clusters Score -6584998 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -6585063.500000 Penalty: 5216.967285
	Iteration 26Q: 3 clusters Score -6585064 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -6585120.500000 Penalty: 5216.967285
	Iteration 27Q: 3 clusters Score -6585120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6585140.000000 Penalty: 5216.967285
	Iteration 28Q: 3 clusters Score -6585140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -6585155.500000 Penalty: 5216.967285
	Iteration 29Q: 3 clusters Score -6585156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -6585185.500000 Penalty: 5216.967285
	Iteration 30Q: 3 clusters Score -6585186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -6585217.500000 Penalty: 5216.967285
	Iteration 31Q: 3 clusters Score -6585218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -6585223.500000 Penalty: 5216.967285
	Iteration 32Q: 3 clusters Score -6585224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -6585233.500000 Penalty: 5216.967285
	Iteration 33Q: 3 clusters Score -6585234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -6585254.000000 Penalty: 5216.967285
	Iteration 34Q: 3 clusters Score -6585254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -6585270.500000 Penalty: 5216.967285
	Iteration 35Q: 3 clusters Score -6585270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -6585282.000000 Penalty: 5216.967285
	Iteration 36Q: 3 clusters Score -6585282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -6585305.000000 Penalty: 5216.967285
	Iteration 37Q: 3 clusters Score -6585305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -6585313.500000 Penalty: 5216.967285
	Iteration 38Q: 3 clusters Score -6585314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -6585302.500000 Penalty: 5216.967285
	Iteration 39Q: 3 clusters Score -6585302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -6585303.500000 Penalty: 5216.967285
	Iteration 40F: 3 clusters Score -6585304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -6585311.000000 Penalty: 5216.967285
	Iteration 41Q: 3 clusters Score -6585311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -6585309.000000 Penalty: 5216.967285
	Iteration 42Q: 3 clusters Score -6585309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -6585312.000000 Penalty: 5216.967285
	Iteration 43Q: 3 clusters Score -6585312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6585316.000000 Penalty: 5216.967285
	Iteration 44Q: 3 clusters Score -6585316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6585319.500000 Penalty: 5216.967285
	Iteration 45Q: 3 clusters Score -6585320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -6585329.000000 Penalty: 5216.967285
	Iteration 46Q: 3 clusters Score -6585329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -6585329.500000 Penalty: 5216.967285
	Iteration 47Q: 3 clusters Score -6585330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6585324.000000 Penalty: 5216.967285
	Iteration 48Q: 3 clusters Score -6585324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -6585342.500000 Penalty: 5216.967285
	Iteration 49Q: 3 clusters Score -6585342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -6585338.000000 Penalty: 5216.967285
	Iteration 50Q: 3 clusters Score -6585338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6585333.000000 Penalty: 5216.967285
	Iteration 51Q: 3 clusters Score -6585333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -6585350.500000 Penalty: 5216.967285
	Iteration 52Q: 3 clusters Score -6585350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -6585347.500000 Penalty: 5216.967285
	Iteration 53Q: 3 clusters Score -6585348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -6585352.500000 Penalty: 5216.967285
	Iteration 54Q: 3 clusters Score -6585352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -6585353.500000 Penalty: 5216.967285
	Iteration 55Q: 3 clusters Score -6585354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -6585351.500000 Penalty: 5216.967285
	Iteration 56Q: 3 clusters Score -6585352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -6585353.500000 Penalty: 5216.967285
	Iteration 57Q: 3 clusters Score -6585354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6585357.000000 Penalty: 5216.967285
	Iteration 58Q: 3 clusters Score -6585357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -6585374.000000 Penalty: 5216.967285
	Iteration 59Q: 3 clusters Score -6585374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6585378.500000 Penalty: 5216.967285
	Iteration 60F: 3 clusters Score -6585378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -6585376.500000 Penalty: 5216.967285
	Iteration 61Q: 3 clusters Score -6585376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6585378.500000 Penalty: 5216.967285
	Iteration 62Q: 3 clusters Score -6585378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -6585373.000000 Penalty: 5216.967285
	Iteration 63Q: 3 clusters Score -6585373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -6585383.000000 Penalty: 5216.967285
	Iteration 64Q: 3 clusters Score -6585383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -6585381.500000 Penalty: 5216.967285
	Iteration 65Q: 3 clusters Score -6585382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -6585385.500000 Penalty: 5216.967285
	Iteration 66Q: 3 clusters Score -6585386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -6585392.000000 Penalty: 5216.967285
	Iteration 67Q: 3 clusters Score -6585392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6585390.500000 Penalty: 5216.967285
	Iteration 68Q: 3 clusters Score -6585390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -6585398.500000 Penalty: 5216.967285
	Iteration 69Q: 3 clusters Score -6585398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -6585401.000000 Penalty: 5216.967285
	Iteration 70Q: 3 clusters Score -6585401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6585399.500000 Penalty: 5216.967285
	Iteration 71Q: 3 clusters Score -6585400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6585404.000000 Penalty: 5216.967285
	Iteration 72Q: 3 clusters Score -6585404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6585403.500000 Penalty: 5216.967285
	Iteration 73Q: 3 clusters Score -6585404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -6585398.500000 Penalty: 5216.967285
	Iteration 74Q: 3 clusters Score -6585398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -6585395.000000 Penalty: 5216.967285
	Iteration 75Q: 3 clusters Score -6585395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -6585395.000000 Penalty: 5216.967285
	Iteration 76F: 3 clusters Score -6585395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (42798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Entering Unmasked Estep 
Score: -7760963.000000 Penalty: 2644.733154
	Iteration 0F: 2 clusters Score -7760963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -7732520.000000 Penalty: 5289.466309
	Iteration 0F: 3 clusters Score -7732520 nChanged 19551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7743292.500000 Penalty: 5289.466309
	Iteration 1F: 3 clusters Score -7743292 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -7743817.000000 Penalty: 5289.466309
	Iteration 2Q: 3 clusters Score -7743817 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -7744306.500000 Penalty: 5289.466309
	Iteration 3Q: 3 clusters Score -7744306 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -7744814.000000 Penalty: 5289.466309
	Iteration 4Q: 3 clusters Score -7744814 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -7745395.000000 Penalty: 5289.466309
	Iteration 5Q: 3 clusters Score -7745395 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -7746200.500000 Penalty: 5289.466309
	Iteration 6Q: 3 clusters Score -7746200 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -7747326.000000 Penalty: 5289.466309
	Iteration 7F: 3 clusters Score -7747326 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7748968.000000 Penalty: 5289.466309
	Iteration 8F: 3 clusters Score -7748968 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -7751180.500000 Penalty: 5289.466309
	Iteration 9F: 3 clusters Score -7751180 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -7753805.000000 Penalty: 5289.466309
	Iteration 10F: 3 clusters Score -7753805 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -7756163.000000 Penalty: 5289.466309
	Iteration 11F: 3 clusters Score -7756163 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7757561.000000 Penalty: 5289.466309
	Iteration 12Q: 3 clusters Score -7757561 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -7758117.000000 Penalty: 5289.466309
	Iteration 13Q: 3 clusters Score -7758117 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -7758385.500000 Penalty: 5289.466309
	Iteration 14Q: 3 clusters Score -7758386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -7758513.000000 Penalty: 5289.466309
	Iteration 15Q: 3 clusters Score -7758513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -7758577.500000 Penalty: 5289.466309
	Iteration 16Q: 3 clusters Score -7758578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -7758593.500000 Penalty: 5289.466309
	Iteration 17Q: 3 clusters Score -7758594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -7758601.000000 Penalty: 5289.466309
	Iteration 18Q: 3 clusters Score -7758601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -7758610.000000 Penalty: 5289.466309
	Iteration 19Q: 3 clusters Score -7758610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -7758612.000000 Penalty: 5289.466309
	Iteration 20F: 3 clusters Score -7758612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -7758615.000000 Penalty: 5289.466309
	Iteration 21Q: 3 clusters Score -7758615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -7758617.500000 Penalty: 5289.466309
	Iteration 22Q: 3 clusters Score -7758618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -7758623.000000 Penalty: 5289.466309
	Iteration 23Q: 3 clusters Score -7758623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -7758624.500000 Penalty: 5289.466309
	Iteration 24Q: 3 clusters Score -7758624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -7758630.500000 Penalty: 5289.466309
	Iteration 25Q: 3 clusters Score -7758630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -7758630.500000 Penalty: 5289.466309
	Iteration 26F: 3 clusters Score -7758630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -852346.062500 Penalty: 2107.405518
	Iteration 0F: 2 clusters Score -852346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -847990.312500 Penalty: 4214.811035
	Iteration 0F: 3 clusters Score -847990.3 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -849122.562500 Penalty: 4214.811035
	Iteration 1F: 3 clusters Score -849122.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -849410.562500 Penalty: 4214.811035
	Iteration 2F: 3 clusters Score -849410.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -849626.937500 Penalty: 4214.811035
	Iteration 3F: 3 clusters Score -849626.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -849839.937500 Penalty: 4214.811035
	Iteration 4F: 3 clusters Score -849839.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -850040.875000 Penalty: 4214.811035
	Iteration 5Q: 3 clusters Score -850040.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -850218.062500 Penalty: 4214.811035
	Iteration 6Q: 3 clusters Score -850218.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -850352.250000 Penalty: 4214.811035
	Iteration 7Q: 3 clusters Score -850352.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -850472.625000 Penalty: 4214.811035
	Iteration 8Q: 3 clusters Score -850472.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -850577.875000 Penalty: 4214.811035
	Iteration 9Q: 3 clusters Score -850577.9 nChanged 119
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: -850658.125000 Penalty: 4214.811035
	Iteration 10Q: 3 clusters Score -850658.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -850713.062500 Penalty: 4214.811035
	Iteration 11Q: 3 clusters Score -850713.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -850759.750000 Penalty: 4214.811035
	Iteration 12Q: 3 clusters Score -850759.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -850791.625000 Penalty: 4214.811035
	Iteration 13Q: 3 clusters Score -850791.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -850812.875000 Penalty: 4214.811035
	Iteration 14Q: 3 clusters Score -850812.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -850829.187500 Penalty: 4214.811035
	Iteration 15Q: 3 clusters Score -850829.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -850838.437500 Penalty: 4214.811035
	Iteration 16Q: 3 clusters Score -850838.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -850846.250000 Penalty: 4214.811035
	Iteration 17Q: 3 clusters Score -850846.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -850849.125000 Penalty: 4214.811035
	Iteration 18Q: 3 clusters Score -850849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -850852.937500 Penalty: 4214.811035
	Iteration 19Q: 3 clusters Score -850852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -850854.687500 Penalty: 4214.811035
	Iteration 20F: 3 clusters Score -850854.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -850859.250000 Penalty: 4214.811035
	Iteration 21Q: 3 clusters Score -850859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -850860.312500 Penalty: 4214.811035
	Iteration 22Q: 3 clusters Score -850860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -850861.000000 Penalty: 4214.811035
	Iteration 23Q: 3 clusters Score -850861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -850860.062500 Penalty: 4214.811035
	Iteration 24Q: 3 clusters Score -850860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -850860.625000 Penalty: 4214.811035
	Iteration 25Q: 3 clusters Score -850860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -850862.312500 Penalty: 4214.811035
	Iteration 26Q: 3 clusters Score -850862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -850861.937500 Penalty: 4214.811035
	Iteration 27Q: 3 clusters Score -850861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -850862.562500 Penalty: 4214.811035
	Iteration 28Q: 3 clusters Score -850862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -850862.562500 Penalty: 4214.811035
	Iteration 29F: 3 clusters Score -850862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Entering Unmasked Estep 
Score: -7824984.500000 Penalty: 2651.083252
	Iteration 0F: 2 clusters Score -7824984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -7796154.000000 Penalty: 5302.166504
	Iteration 0F: 3 clusters Score -7796154 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -7807394.500000 Penalty: 5302.166504
	Iteration 1F: 3 clusters Score -7807394 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -7808081.500000 Penalty: 5302.166504
	Iteration 2Q: 3 clusters Score -7808082 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -7808778.000000 Penalty: 5302.166504
	Iteration 3Q: 3 clusters Score -7808778 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -7809760.000000 Penalty: 5302.166504
	Iteration 4Q: 3 clusters Score -7809760 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -7811130.500000 Penalty: 5302.166504
	Iteration 5F: 3 clusters Score -7811130 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -7812774.500000 Penalty: 5302.166504
	Iteration 6F: 3 clusters Score -7812774 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -7814888.500000 Penalty: 5302.166504
	Iteration 7F: 3 clusters Score -7814888 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7817110.000000 Penalty: 5302.166504
	Iteration 8F: 3 clusters Score -7817110 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7819029.500000 Penalty: 5302.166504
	Iteration 9F: 3 clusters Score -7819030 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -7820391.500000 Penalty: 5302.166504
	Iteration 10Q: 3 clusters Score -7820392 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -7821227.000000 Penalty: 5302.166504
	Iteration 11Q: 3 clusters Score -7821227 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -7821738.500000 Penalty: 5302.166504
	Iteration 12Q: 3 clusters Score -7821738 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -7822053.500000 Penalty: 5302.166504
	Iteration 13Q: 3 clusters Score -7822054 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -7822265.500000 Penalty: 5302.166504
	Iteration 14Q: 3 clusters Score -7822266 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -7822441.000000 Penalty: 5302.166504
	Iteration 15Q: 3 clusters Score -7822441 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -7822541.000000 Penalty: 5302.166504
	Iteration 16Q: 3 clusters Score -7822541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -7822595.000000 Penalty: 5302.166504
	Iteration 17Q: 3 clusters Score -7822595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -7822647.000000 Penalty: 5302.166504
	Iteration 18Q: 3 clusters Score -7822647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -7822667.000000 Penalty: 5302.166504
	Iteration 19Q: 3 clusters Score -7822667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -7822676.500000 Penalty: 5302.166504
	Iteration 20F: 3 clusters Score -7822676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -7822708.500000 Penalty: 5302.166504
	Iteration 21Q: 3 clusters Score -7822708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -7822734.000000 Penalty: 5302.166504
	Iteration 22Q: 3 clusters Score -7822734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -7822738.000000 Penalty: 5302.166504
	Iteration 23Q: 3 clusters Score -7822738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -7822746.000000 Penalty: 5302.166504
	Iteration 24Q: 3 clusters Score -7822746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -7822747.500000 Penalty: 5302.166504
	Iteration 25Q: 3 clusters Score -7822748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -7822753.000000 Penalty: 5302.166504
	Iteration 26Q: 3 clusters Score -7822753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -7822757.000000 Penalty: 5302.166504
	Iteration 27Q: 3 clusters Score -7822757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -7822766.000000 Penalty: 5302.166504
	Iteration 28Q: 3 clusters Score -7822766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -7822769.500000 Penalty: 5302.166504
	Iteration 29Q: 3 clusters Score -7822770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -7822781.000000 Penalty: 5302.166504
	Iteration 30Q: 3 clusters Score -7822781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -7822786.500000 Penalty: 5302.166504
	Iteration 31Q: 3 clusters Score -7822786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -7822789.000000 Penalty: 5302.166504
	Iteration 32Q: 3 clusters Score -7822789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -7822789.500000 Penalty: 5302.166504
	Iteration 33Q: 3 clusters Score -7822790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -7822784.500000 Penalty: 5302.166504
	Iteration 34Q: 3 clusters Score -7822784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -7822789.500000 Penalty: 5302.166504
	Iteration 35Q: 3 clusters Score -7822790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -7822791.500000 Penalty: 5302.166504
	Iteration 36Q: 3 clusters Score -7822792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -7822787.500000 Penalty: 5302.166504
	Iteration 37Q: 3 clusters Score -7822788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -7822793.500000 Penalty: 5302.166504
	Iteration 38Q: 3 clusters Score -7822794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -7822793.500000 Penalty: 5302.166504
	Iteration 39F: 3 clusters Score -7822794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -151669.078125 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151669.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -152061.203125 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152061.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152219.593750 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152219.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152306.906250 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152306.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -152361.421875 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -152361.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152412.359375 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -152412.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152451.828125 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152451.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152506.703125 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152506.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -152598.500000 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152598.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -152687.484375 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152687.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152761.953125 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -152762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152798.062500 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -152798.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152823.000000 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -152823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152852.343750 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -152852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152867.906250 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -152867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -152880.250000 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -152880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152886.703125 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -152886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -152887.828125 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -152887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -152891.453125 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -152891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152892.515625 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -152892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152895.125000 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -152895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152904.593750 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -152904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152926.000000 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -152926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152945.140625 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -152945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152953.000000 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -152953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -152961.734375 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -152961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152968.093750 Penalty: 3444.745361
	Iteration 26Q: 3 clusters Score -152968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -152975.578125 Penalty: 3444.745361
	Iteration 27Q: 3 clusters Score -152975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152979.562500 Penalty: 3444.745361
	Iteration 28Q: 3 clusters Score -152979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152982.578125 Penalty: 3444.745361
	Iteration 29Q: 3 clusters Score -152982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152989.421875 Penalty: 3444.745361
	Iteration 30Q: 3 clusters Score -152989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152995.515625 Penalty: 3444.745361
	Iteration 31Q: 3 clusters Score -152995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153000.515625 Penalty: 3444.745361
	Iteration 32Q: 3 clusters Score -153000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153001.046875 Penalty: 3444.745361
	Iteration 33Q: 3 clusters Score -153001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153001.046875 Penalty: 3444.745361
	Iteration 34F: 3 clusters Score -153001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (55680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Entering Unmasked Estep 
Score: -10021242.000000 Penalty: 2709.989502
	Iteration 0F: 2 clusters Score -1.002124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -9990372.000000 Penalty: 5419.979004
	Iteration 0F: 3 clusters Score -9990372 nChanged 25737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -10004614.000000 Penalty: 5419.979004
	Iteration 1F: 3 clusters Score -1.000461e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -10005166.000000 Penalty: 5419.979004
	Iteration 2Q: 3 clusters Score -1.000517e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -10005843.000000 Penalty: 5419.979004
	Iteration 3Q: 3 clusters Score -1.000584e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -10006651.000000 Penalty: 5419.979004
	Iteration 4Q: 3 clusters Score -1.000665e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -10007836.000000 Penalty: 5419.979004
	Iteration 5Q: 3 clusters Score -1.000784e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -10009731.000000 Penalty: 5419.979004
	Iteration 6F: 3 clusters Score -1.000973e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -10012065.000000 Penalty: 5419.979004
	Iteration 7F: 3 clusters Score -1.001206e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -10014347.000000 Penalty: 5419.979004
	Iteration 8F: 3 clusters Score -1.001435e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -10016050.000000 Penalty: 5419.979004
	Iteration 9F: 3 clusters Score -1.001605e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -10017181.000000 Penalty: 5419.979004
	Iteration 10Q: 3 clusters Score -1.001718e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -10017805.000000 Penalty: 5419.979004
	Iteration 11Q: 3 clusters Score -1.00178e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -10018241.000000 Penalty: 5419.979004
	Iteration 12Q: 3 clusters Score -1.001824e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -10018501.000000 Penalty: 5419.979004
	Iteration 13Q: 3 clusters Score -1.00185e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -10018691.000000 Penalty: 5419.979004
	Iteration 14Q: 3 clusters Score -1.001869e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -10018757.000000 Penalty: 5419.979004
	Iteration 15Q: 3 clusters Score -1.001876e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -10018823.000000 Penalty: 5419.979004
	Iteration 16Q: 3 clusters Score -1.001882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -10018855.000000 Penalty: 5419.979004
	Iteration 17Q: 3 clusters Score -1.001886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -10018878.000000 Penalty: 5419.979004
	Iteration 18Q: 3 clusters Score -1.001888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -10018912.000000 Penalty: 5419.979004
	Iteration 19Q: 3 clusters Score -1.001891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -10018934.000000 Penalty: 5419.979004
	Iteration 20F: 3 clusters Score -1.001893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -10018944.000000 Penalty: 5419.979004
	Iteration 21Q: 3 clusters Score -1.001894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -10018961.000000 Penalty: 5419.979004
	Iteration 22Q: 3 clusters Score -1.001896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -10018953.000000 Penalty: 5419.979004
	Iteration 23Q: 3 clusters Score -1.001895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -10018968.000000 Penalty: 5419.979004
	Iteration 24Q: 3 clusters Score -1.001897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -10018977.000000 Penalty: 5419.979004
	Iteration 25Q: 3 clusters Score -1.001898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -10018973.000000 Penalty: 5419.979004
	Iteration 26Q: 3 clusters Score -1.001897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -10018961.000000 Penalty: 5419.979004
	Iteration 27Q: 3 clusters Score -1.001896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -10018967.000000 Penalty: 5419.979004
	Iteration 28Q: 3 clusters Score -1.001897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -10018968.000000 Penalty: 5419.979004
	Iteration 29Q: 3 clusters Score -1.001897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -10018965.000000 Penalty: 5419.979004
	Iteration 30Q: 3 clusters Score -1.001896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -10018977.000000 Penalty: 5419.979004
	Iteration 31Q: 3 clusters Score -1.001898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -10018980.000000 Penalty: 5419.979004
	Iteration 32Q: 3 clusters Score -1.001898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -10018978.000000 Penalty: 5419.979004
	Iteration 33Q: 3 clusters Score -1.001898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -10018977.000000 Penalty: 5419.979004
	Iteration 34Q: 3 clusters Score -1.001898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -10018980.000000 Penalty: 5419.979004
	Iteration 35Q: 3 clusters Score -1.001898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -10018978.000000 Penalty: 5419.979004
	Iteration 36Q: 3 clusters Score -1.001898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -10018984.000000 Penalty: 5419.979004
	Iteration 37Q: 3 clusters Score -1.001898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -10018982.000000 Penalty: 5419.979004
	Iteration 38Q: 3 clusters Score -1.001898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -10018982.000000 Penalty: 5419.979004
	Iteration 39F: 3 clusters Score -1.001898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 34365 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16936 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36801 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 41980 members 
Mstep: Class 14 contains 44257 members 
Mstep: Class 15 contains 35104 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45692 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 20 contains 41946 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 48368 members 
Mstep: Class 23 contains 51045 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45032 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40369 members 
Mstep: Class 28 contains 41706 members 
Mstep: Class 29 contains 47083 members 
Mstep: Class 30 contains 49334 members 
Mstep: Class 31 contains 24013 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 24568 members 
Mstep: Class 34 contains 68339 members 
Mstep: Class 35 contains 36978 members 
Mstep: Class 36 contains 42798 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43908 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427824.000000 Penalty: 138191.531250
Iteration 319Q: 41 clusters Score -1.964278e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 34321 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 16935 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36821 members 
Mstep: Class 9 contains 7273 members 
Mstep: Class 10 contains 50475 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 21971 members 
Mstep: Class 13 contains 42030 members 
Mstep: Class 14 contains 44254 members 
Mstep: Class 15 contains 35105 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45683 members 
Mstep: Class 18 contains 11651 members 
Mstep: Class 19 contains 26121 members 
Mstep: Class 20 contains 41946 members 
Mstep: Class 21 contains 15923 members 
Mstep: Class 22 contains 48378 members 
Mstep: Class 23 contains 51051 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45011 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40374 members 
Mstep: Class 28 contains 41705 members 
Mstep: Class 29 contains 47153 members 
Mstep: Class 30 contains 49340 members 
Mstep: Class 31 contains 24015 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 24655 members 
Mstep: Class 34 contains 68342 members 
Mstep: Class 35 contains 36984 members 
Mstep: Class 36 contains 42760 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43897 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427840.000000 Penalty: 138191.531250
Iteration 320F: 41 clusters Score -1.964278e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 34272 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16930 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36842 members 
Mstep: Class 9 contains 7272 members 
Mstep: Class 10 contains 50477 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 21965 members 
Mstep: Class 13 contains 42080 members 
Mstep: Class 14 contains 44248 members 
Mstep: Class 15 contains 35103 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45669 members 
Mstep: Class 18 contains 11648 members 
Mstep: Class 19 contains 25929 members 
Mstep: Class 20 contains 41949 members 
Mstep: Class 21 contains 15931 members 
Mstep: Class 22 contains 48387 members 
Mstep: Class 23 contains 51055 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44988 members 
Mstep: Class 26 contains 19940 members 
Mstep: Class 27 contains 40368 members 
Mstep: Class 28 contains 41701 members 
Mstep: Class 29 contains 47220 members 
Mstep: Class 30 contains 49349 members 
Mstep: Class 31 contains 24015 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 24751 members 
Mstep: Class 34 contains 68341 members 
Mstep: Class 35 contains 36991 members 
Mstep: Class 36 contains 42733 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43887 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427808.000000 Penalty: 138191.531250
Iteration 321Q: 41 clusters Score -1.964278e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 34213 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 16925 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36860 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 50481 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 21961 members 
Mstep: Class 13 contains 42142 members 
Mstep: Class 14 contains 44247 members 
Mstep: Class 15 contains 35103 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45661 members 
Mstep: Class 18 contains 11647 members 
Mstep: Class 19 contains 25727 members 
Mstep: Class 20 contains 41961 members 
Mstep: Class 21 contains 15926 members 
Mstep: Class 22 contains 48390 members 
Mstep: Class 23 contains 51060 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 19943 members 
Mstep: Class 27 contains 40360 members 
Mstep: Class 28 contains 41695 members 
Mstep: Class 29 contains 47277 members 
Mstep: Class 30 contains 49370 members 
Mstep: Class 31 contains 24020 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 24841 members 
Mstep: Class 34 contains 68339 members 
Mstep: Class 35 contains 37000 members 
Mstep: Class 36 contains 42713 members 
Mstep: Class 37 contains 4915 members 
Mstep: Class 38 contains 43871 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427728.000000 Penalty: 138191.531250
Iteration 322Q: 41 clusters Score -1.964277e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 34171 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16924 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36885 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 10 contains 50480 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 21954 members 
Mstep: Class 13 contains 42190 members 
Mstep: Class 14 contains 44244 members 
Mstep: Class 15 contains 35095 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45653 members 
Mstep: Class 18 contains 11645 members 
Mstep: Class 19 contains 25541 members 
Mstep: Class 20 contains 41974 members 
Mstep: Class 21 contains 15922 members 
Mstep: Class 22 contains 48395 members 
Mstep: Class 23 contains 51060 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44944 members 
Mstep: Class 26 contains 19944 members 
Mstep: Class 27 contains 40355 members 
Mstep: Class 28 contains 41691 members 
Mstep: Class 29 contains 47335 members 
Mstep: Class 30 contains 49389 members 
Mstep: Class 31 contains 24023 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 24930 members 
Mstep: Class 34 contains 68340 members 
Mstep: Class 35 contains 37012 members 
Mstep: Class 36 contains 42676 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43855 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427552.000000 Penalty: 138191.531250
Iteration 323Q: 41 clusters Score -1.964276e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 34124 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14070 members 
Mstep: Class 5 contains 16923 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 7270 members 
Mstep: Class 10 contains 50475 members 
Mstep: Class 11 contains 10513 members 
Mstep: Class 12 contains 21955 members 
Mstep: Class 13 contains 42228 members 
Mstep: Class 14 contains 44229 members 
Mstep: Class 15 contains 35090 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45680 members 
Mstep: Class 18 contains 11641 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 41970 members 
Mstep: Class 21 contains 15915 members 
Mstep: Class 22 contains 48403 members 
Mstep: Class 23 contains 51060 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44919 members 
Mstep: Class 26 contains 19943 members 
Mstep: Class 27 contains 40348 members 
Mstep: Class 28 contains 41687 members 
Mstep: Class 29 contains 47363 members 
Mstep: Class 30 contains 49395 members 
Mstep: Class 31 contains 24024 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25027 members 
Mstep: Class 34 contains 68353 members 
Mstep: Class 35 contains 37022 members 
Mstep: Class 36 contains 42640 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43854 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 55990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427552.000000 Penalty: 138191.531250
Iteration 324Q: 41 clusters Score -1.964276e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 34076 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16923 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36922 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 50474 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 21955 members 
Mstep: Class 13 contains 42288 members 
Mstep: Class 14 contains 44208 members 
Mstep: Class 15 contains 35091 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45688 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 25179 members 
Mstep: Class 20 contains 41977 members 
Mstep: Class 21 contains 15912 members 
Mstep: Class 22 contains 48410 members 
Mstep: Class 23 contains 51065 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44905 members 
Mstep: Class 26 contains 19945 members 
Mstep: Class 27 contains 40346 members 
Mstep: Class 28 contains 41687 members 
Mstep: Class 29 contains 47396 members 
Mstep: Class 30 contains 49387 members 
Mstep: Class 31 contains 24025 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25121 members 
Mstep: Class 34 contains 68365 members 
Mstep: Class 35 contains 37048 members 
Mstep: Class 36 contains 42603 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 43855 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427248.000000 Penalty: 138191.531250
Iteration 325Q: 41 clusters Score -1.964272e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 34045 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16927 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36948 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 50468 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 21958 members 
Mstep: Class 13 contains 42360 members 
Mstep: Class 14 contains 44191 members 
Mstep: Class 15 contains 35091 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45715 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 25027 members 
Mstep: Class 20 contains 41976 members 
Mstep: Class 21 contains 15910 members 
Mstep: Class 22 contains 48403 members 
Mstep: Class 23 contains 51059 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44875 members 
Mstep: Class 26 contains 19943 members 
Mstep: Class 27 contains 40337 members 
Mstep: Class 28 contains 41682 members 
Mstep: Class 29 contains 47426 members 
Mstep: Class 30 contains 49390 members 
Mstep: Class 31 contains 24027 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25211 members 
Mstep: Class 34 contains 68377 members 
Mstep: Class 35 contains 37085 members 
Mstep: Class 36 contains 42561 members 
Mstep: Class 37 contains 4915 members 
Mstep: Class 38 contains 43848 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427136.000000 Penalty: 138191.531250
Iteration 326Q: 41 clusters Score -1.964271e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 34001 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16928 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36970 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 50472 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 21963 members 
Mstep: Class 13 contains 42425 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 35092 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45722 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 24868 members 
Mstep: Class 20 contains 41961 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 48394 members 
Mstep: Class 23 contains 51061 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44843 members 
Mstep: Class 26 contains 19949 members 
Mstep: Class 27 contains 40327 members 
Mstep: Class 28 contains 41680 members 
Mstep: Class 29 contains 47464 members 
Mstep: Class 30 contains 49409 members 
Mstep: Class 31 contains 24031 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25299 members 
Mstep: Class 34 contains 68387 members 
Mstep: Class 35 contains 37106 members 
Mstep: Class 36 contains 42536 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43832 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427104.000000 Penalty: 138191.531250
Iteration 327Q: 41 clusters Score -1.964271e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 33944 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16926 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36987 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 50474 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 21970 members 
Mstep: Class 13 contains 42484 members 
Mstep: Class 14 contains 44183 members 
Mstep: Class 15 contains 35091 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45716 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 24700 members 
Mstep: Class 20 contains 41957 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 48388 members 
Mstep: Class 23 contains 51063 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44805 members 
Mstep: Class 26 contains 19945 members 
Mstep: Class 27 contains 40324 members 
Mstep: Class 28 contains 41681 members 
Mstep: Class 29 contains 47533 members 
Mstep: Class 30 contains 49427 members 
Mstep: Class 31 contains 24032 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25396 members 
Mstep: Class 34 contains 68392 members 
Mstep: Class 35 contains 37132 members 
Mstep: Class 36 contains 42507 members 
Mstep: Class 37 contains 4915 members 
Mstep: Class 38 contains 43817 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196427024.000000 Penalty: 138191.531250
Iteration 328Q: 41 clusters Score -1.96427e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 33878 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16925 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37005 members 
Mstep: Class 9 contains 7266 members 
Mstep: Class 10 contains 50479 members 
Mstep: Class 11 contains 10513 members 
Mstep: Class 12 contains 21973 members 
Mstep: Class 13 contains 42535 members 
Mstep: Class 14 contains 44188 members 
Mstep: Class 15 contains 35097 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45695 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 24525 members 
Mstep: Class 20 contains 41956 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 48389 members 
Mstep: Class 23 contains 51065 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44782 members 
Mstep: Class 26 contains 19941 members 
Mstep: Class 27 contains 40323 members 
Mstep: Class 28 contains 41677 members 
Mstep: Class 29 contains 47594 members 
Mstep: Class 30 contains 49447 members 
Mstep: Class 31 contains 24034 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25497 members 
Mstep: Class 34 contains 68403 members 
Mstep: Class 35 contains 37164 members 
Mstep: Class 36 contains 42463 members 
Mstep: Class 37 contains 4918 members 
Mstep: Class 38 contains 43801 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426848.000000 Penalty: 138191.531250
Iteration 329Q: 41 clusters Score -1.964268e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 33820 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16924 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37030 members 
Mstep: Class 9 contains 7263 members 
Mstep: Class 10 contains 50484 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 21978 members 
Mstep: Class 13 contains 42586 members 
Mstep: Class 14 contains 44207 members 
Mstep: Class 15 contains 35087 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45667 members 
Mstep: Class 18 contains 11631 members 
Mstep: Class 19 contains 24363 members 
Mstep: Class 20 contains 41945 members 
Mstep: Class 21 contains 15919 members 
Mstep: Class 22 contains 48389 members 
Mstep: Class 23 contains 51078 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44749 members 
Mstep: Class 26 contains 19934 members 
Mstep: Class 27 contains 40318 members 
Mstep: Class 28 contains 41672 members 
Mstep: Class 29 contains 47662 members 
Mstep: Class 30 contains 49458 members 
Mstep: Class 31 contains 24037 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25617 members 
Mstep: Class 34 contains 68409 members 
Mstep: Class 35 contains 37186 members 
Mstep: Class 36 contains 42409 members 
Mstep: Class 37 contains 4919 members 
Mstep: Class 38 contains 43792 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426592.000000 Penalty: 138191.531250
Iteration 330Q: 41 clusters Score -1.964266e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 33747 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37048 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 50488 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 21973 members 
Mstep: Class 13 contains 42635 members 
Mstep: Class 14 contains 44226 members 
Mstep: Class 15 contains 35078 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45646 members 
Mstep: Class 18 contains 11629 members 
Mstep: Class 19 contains 24195 members 
Mstep: Class 20 contains 41940 members 
Mstep: Class 21 contains 15924 members 
Mstep: Class 22 contains 48382 members 
Mstep: Class 23 contains 51084 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44738 members 
Mstep: Class 26 contains 19929 members 
Mstep: Class 27 contains 40303 members 
Mstep: Class 28 contains 41669 members 
Mstep: Class 29 contains 47746 members 
Mstep: Class 30 contains 49471 members 
Mstep: Class 31 contains 24043 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25714 members 
Mstep: Class 34 contains 68410 members 
Mstep: Class 35 contains 37205 members 
Mstep: Class 36 contains 42394 members 
Mstep: Class 37 contains 4919 members 
Mstep: Class 38 contains 43783 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426800.000000 Penalty: 138191.531250
Iteration 331Q: 41 clusters Score -1.964268e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 33671 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14059 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37061 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 50490 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 21983 members 
Mstep: Class 13 contains 42679 members 
Mstep: Class 14 contains 44232 members 
Mstep: Class 15 contains 35082 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45636 members 
Mstep: Class 18 contains 11623 members 
Mstep: Class 19 contains 24029 members 
Mstep: Class 20 contains 41931 members 
Mstep: Class 21 contains 15938 members 
Mstep: Class 22 contains 48372 members 
Mstep: Class 23 contains 51091 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44715 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40288 members 
Mstep: Class 28 contains 41669 members 
Mstep: Class 29 contains 47815 members 
Mstep: Class 30 contains 49482 members 
Mstep: Class 31 contains 24049 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25807 members 
Mstep: Class 34 contains 68413 members 
Mstep: Class 35 contains 37232 members 
Mstep: Class 36 contains 42384 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43777 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426816.000000 Penalty: 138191.531250
Iteration 332Q: 41 clusters Score -1.964268e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 33591 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37075 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 50496 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 21988 members 
Mstep: Class 13 contains 42722 members 
Mstep: Class 14 contains 44237 members 
Mstep: Class 15 contains 35079 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45615 members 
Mstep: Class 18 contains 11617 members 
Mstep: Class 19 contains 23858 members 
Mstep: Class 20 contains 41913 members 
Mstep: Class 21 contains 15946 members 
Mstep: Class 22 contains 48362 members 
Mstep: Class 23 contains 51100 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44691 members 
Mstep: Class 26 contains 19934 members 
Mstep: Class 27 contains 40267 members 
Mstep: Class 28 contains 41667 members 
Mstep: Class 29 contains 47892 members 
Mstep: Class 30 contains 49495 members 
Mstep: Class 31 contains 24053 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 25914 members 
Mstep: Class 34 contains 68429 members 
Mstep: Class 35 contains 37255 members 
Mstep: Class 36 contains 42388 members 
Mstep: Class 37 contains 4922 members 
Mstep: Class 38 contains 43764 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426480.000000 Penalty: 138191.531250
Iteration 333Q: 41 clusters Score -1.964265e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 33503 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 50494 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 21990 members 
Mstep: Class 13 contains 42780 members 
Mstep: Class 14 contains 44252 members 
Mstep: Class 15 contains 35076 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45590 members 
Mstep: Class 18 contains 11614 members 
Mstep: Class 19 contains 23684 members 
Mstep: Class 20 contains 41901 members 
Mstep: Class 21 contains 15947 members 
Mstep: Class 22 contains 48370 members 
Mstep: Class 23 contains 51101 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44690 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 40249 members 
Mstep: Class 28 contains 41665 members 
Mstep: Class 29 contains 47967 members 
Mstep: Class 30 contains 49506 members 
Mstep: Class 31 contains 24055 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 26029 members 
Mstep: Class 34 contains 68432 members 
Mstep: Class 35 contains 37265 members 
Mstep: Class 36 contains 42394 members 
Mstep: Class 37 contains 4920 members 
Mstep: Class 38 contains 43761 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426096.000000 Penalty: 138191.531250
Iteration 334Q: 41 clusters Score -1.964261e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 33414 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 16919 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37106 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 50498 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 21997 members 
Mstep: Class 13 contains 42835 members 
Mstep: Class 14 contains 44270 members 
Mstep: Class 15 contains 35069 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45564 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 23510 members 
Mstep: Class 20 contains 41891 members 
Mstep: Class 21 contains 15948 members 
Mstep: Class 22 contains 48377 members 
Mstep: Class 23 contains 51102 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44707 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40248 members 
Mstep: Class 28 contains 41664 members 
Mstep: Class 29 contains 48022 members 
Mstep: Class 30 contains 49515 members 
Mstep: Class 31 contains 24057 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 26125 members 
Mstep: Class 34 contains 68427 members 
Mstep: Class 35 contains 37280 members 
Mstep: Class 36 contains 42377 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43762 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426160.000000 Penalty: 138191.531250
Iteration 335Q: 41 clusters Score -1.964262e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 33339 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14058 members 
Mstep: Class 5 contains 16918 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37122 members 
Mstep: Class 9 contains 7258 members 
Mstep: Class 10 contains 50500 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 22001 members 
Mstep: Class 13 contains 42886 members 
Mstep: Class 14 contains 44277 members 
Mstep: Class 15 contains 35070 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45543 members 
Mstep: Class 18 contains 11613 members 
Mstep: Class 19 contains 23326 members 
Mstep: Class 20 contains 41888 members 
Mstep: Class 21 contains 15945 members 
Mstep: Class 22 contains 48377 members 
Mstep: Class 23 contains 51117 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44726 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40243 members 
Mstep: Class 28 contains 41661 members 
Mstep: Class 29 contains 48091 members 
Mstep: Class 30 contains 49519 members 
Mstep: Class 31 contains 24058 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 26218 members 
Mstep: Class 34 contains 68424 members 
Mstep: Class 35 contains 37294 members 
Mstep: Class 36 contains 42344 members 
Mstep: Class 37 contains 4924 members 
Mstep: Class 38 contains 43767 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426048.000000 Penalty: 138191.531250
Iteration 336Q: 41 clusters Score -1.96426e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 33268 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16920 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37144 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 50503 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 22010 members 
Mstep: Class 13 contains 42934 members 
Mstep: Class 14 contains 44269 members 
Mstep: Class 15 contains 35070 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45508 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 23116 members 
Mstep: Class 20 contains 41884 members 
Mstep: Class 21 contains 15949 members 
Mstep: Class 22 contains 48382 members 
Mstep: Class 23 contains 51126 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44738 members 
Mstep: Class 26 contains 19934 members 
Mstep: Class 27 contains 40225 members 
Mstep: Class 28 contains 41659 members 
Mstep: Class 29 contains 48166 members 
Mstep: Class 30 contains 49532 members 
Mstep: Class 31 contains 24058 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 26321 members 
Mstep: Class 34 contains 68432 members 
Mstep: Class 35 contains 37322 members 
Mstep: Class 36 contains 42330 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43765 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426192.000000 Penalty: 138191.531250
Iteration 337Q: 41 clusters Score -1.964262e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 33181 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37168 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 50508 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 22016 members 
Mstep: Class 13 contains 42989 members 
Mstep: Class 14 contains 44264 members 
Mstep: Class 15 contains 35065 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45481 members 
Mstep: Class 18 contains 11611 members 
Mstep: Class 19 contains 22940 members 
Mstep: Class 20 contains 41887 members 
Mstep: Class 21 contains 15953 members 
Mstep: Class 22 contains 48378 members 
Mstep: Class 23 contains 51134 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44753 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 40214 members 
Mstep: Class 28 contains 41659 members 
Mstep: Class 29 contains 48209 members 
Mstep: Class 30 contains 49544 members 
Mstep: Class 31 contains 24057 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 26437 members 
Mstep: Class 34 contains 68434 members 
Mstep: Class 35 contains 37344 members 
Mstep: Class 36 contains 42298 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43769 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426192.000000 Penalty: 138191.531250
Iteration 338Q: 41 clusters Score -1.964262e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 33102 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37183 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 50513 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 22022 members 
Mstep: Class 13 contains 43032 members 
Mstep: Class 14 contains 44263 members 
Mstep: Class 15 contains 35062 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45482 members 
Mstep: Class 18 contains 11610 members 
Mstep: Class 19 contains 22770 members 
Mstep: Class 20 contains 41873 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 48386 members 
Mstep: Class 23 contains 51132 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44751 members 
Mstep: Class 26 contains 19935 members 
Mstep: Class 27 contains 40207 members 
Mstep: Class 28 contains 41655 members 
Mstep: Class 29 contains 48267 members 
Mstep: Class 30 contains 49544 members 
Mstep: Class 31 contains 24057 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 26542 members 
Mstep: Class 34 contains 68447 members 
Mstep: Class 35 contains 37368 members 
Mstep: Class 36 contains 42270 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43768 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426336.000000 Penalty: 138191.531250
Iteration 339Q: 41 clusters Score -1.964263e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 33027 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37205 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 50520 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 22022 members 
Mstep: Class 13 contains 43072 members 
Mstep: Class 14 contains 44245 members 
Mstep: Class 15 contains 35070 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45464 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 22605 members 
Mstep: Class 20 contains 41867 members 
Mstep: Class 21 contains 15957 members 
Mstep: Class 22 contains 48388 members 
Mstep: Class 23 contains 51141 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44756 members 
Mstep: Class 26 contains 19941 members 
Mstep: Class 27 contains 40194 members 
Mstep: Class 28 contains 41653 members 
Mstep: Class 29 contains 48290 members 
Mstep: Class 30 contains 49553 members 
Mstep: Class 31 contains 24057 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 26639 members 
Mstep: Class 34 contains 68451 members 
Mstep: Class 35 contains 37403 members 
Mstep: Class 36 contains 42261 members 
Mstep: Class 37 contains 4924 members 
Mstep: Class 38 contains 43762 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425888.000000 Penalty: 138191.531250
Iteration 340F: 41 clusters Score -1.964259e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 32955 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 16920 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37218 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 50518 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 22021 members 
Mstep: Class 13 contains 43122 members 
Mstep: Class 14 contains 44242 members 
Mstep: Class 15 contains 35070 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45436 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 22468 members 
Mstep: Class 20 contains 41870 members 
Mstep: Class 21 contains 15955 members 
Mstep: Class 22 contains 48395 members 
Mstep: Class 23 contains 51154 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44754 members 
Mstep: Class 26 contains 19938 members 
Mstep: Class 27 contains 40191 members 
Mstep: Class 28 contains 41647 members 
Mstep: Class 29 contains 48294 members 
Mstep: Class 30 contains 49561 members 
Mstep: Class 31 contains 24058 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 26761 members 
Mstep: Class 34 contains 68445 members 
Mstep: Class 35 contains 37424 members 
Mstep: Class 36 contains 42246 members 
Mstep: Class 37 contains 4922 members 
Mstep: Class 38 contains 43768 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425744.000000 Penalty: 138191.531250
Iteration 341Q: 41 clusters Score -1.964257e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 32904 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37242 members 
Mstep: Class 9 contains 7256 members 
Mstep: Class 10 contains 50525 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 22016 members 
Mstep: Class 13 contains 43165 members 
Mstep: Class 14 contains 44250 members 
Mstep: Class 15 contains 35066 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45410 members 
Mstep: Class 18 contains 11599 members 
Mstep: Class 19 contains 22339 members 
Mstep: Class 20 contains 41879 members 
Mstep: Class 21 contains 15953 members 
Mstep: Class 22 contains 48387 members 
Mstep: Class 23 contains 51160 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44751 members 
Mstep: Class 26 contains 19935 members 
Mstep: Class 27 contains 40187 members 
Mstep: Class 28 contains 41642 members 
Mstep: Class 29 contains 48294 members 
Mstep: Class 30 contains 49557 members 
Mstep: Class 31 contains 24058 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 26868 members 
Mstep: Class 34 contains 68452 members 
Mstep: Class 35 contains 37431 members 
Mstep: Class 36 contains 42237 members 
Mstep: Class 37 contains 4921 members 
Mstep: Class 38 contains 43771 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425760.000000 Penalty: 138191.531250
Iteration 342Q: 41 clusters Score -1.964258e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 32856 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 16925 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37261 members 
Mstep: Class 9 contains 7255 members 
Mstep: Class 10 contains 50528 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 22027 members 
Mstep: Class 13 contains 43201 members 
Mstep: Class 14 contains 44250 members 
Mstep: Class 15 contains 35063 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45375 members 
Mstep: Class 18 contains 11598 members 
Mstep: Class 19 contains 22191 members 
Mstep: Class 20 contains 41883 members 
Mstep: Class 21 contains 15957 members 
Mstep: Class 22 contains 48389 members 
Mstep: Class 23 contains 51171 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44763 members 
Mstep: Class 26 contains 19934 members 
Mstep: Class 27 contains 40181 members 
Mstep: Class 28 contains 41636 members 
Mstep: Class 29 contains 48312 members 
Mstep: Class 30 contains 49555 members 
Mstep: Class 31 contains 24058 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 26984 members 
Mstep: Class 34 contains 68453 members 
Mstep: Class 35 contains 37434 members 
Mstep: Class 36 contains 42204 members 
Mstep: Class 37 contains 4921 members 
Mstep: Class 38 contains 43781 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425536.000000 Penalty: 138191.531250
Iteration 343Q: 41 clusters Score -1.964255e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 32795 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 16923 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37291 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 50530 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 22033 members 
Mstep: Class 13 contains 43242 members 
Mstep: Class 14 contains 44235 members 
Mstep: Class 15 contains 35058 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45376 members 
Mstep: Class 18 contains 11594 members 
Mstep: Class 19 contains 22044 members 
Mstep: Class 20 contains 41881 members 
Mstep: Class 21 contains 15959 members 
Mstep: Class 22 contains 48387 members 
Mstep: Class 23 contains 51190 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44755 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 40176 members 
Mstep: Class 28 contains 41633 members 
Mstep: Class 29 contains 48340 members 
Mstep: Class 30 contains 49557 members 
Mstep: Class 31 contains 24060 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27111 members 
Mstep: Class 34 contains 68463 members 
Mstep: Class 35 contains 37445 members 
Mstep: Class 36 contains 42170 members 
Mstep: Class 37 contains 4921 members 
Mstep: Class 38 contains 43783 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425872.000000 Penalty: 138191.531250
Iteration 344Q: 41 clusters Score -1.964259e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 32733 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14059 members 
Mstep: Class 5 contains 16923 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 50534 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 22037 members 
Mstep: Class 13 contains 43266 members 
Mstep: Class 14 contains 44211 members 
Mstep: Class 15 contains 35060 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45375 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 21917 members 
Mstep: Class 20 contains 41910 members 
Mstep: Class 21 contains 15954 members 
Mstep: Class 22 contains 48398 members 
Mstep: Class 23 contains 51206 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44723 members 
Mstep: Class 26 contains 19930 members 
Mstep: Class 27 contains 40161 members 
Mstep: Class 28 contains 41631 members 
Mstep: Class 29 contains 48367 members 
Mstep: Class 30 contains 49574 members 
Mstep: Class 31 contains 24059 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27223 members 
Mstep: Class 34 contains 68450 members 
Mstep: Class 35 contains 37469 members 
Mstep: Class 36 contains 42126 members 
Mstep: Class 37 contains 4924 members 
Mstep: Class 38 contains 43792 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425760.000000 Penalty: 138191.531250
Iteration 345Q: 41 clusters Score -1.964258e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 32661 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 16923 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37370 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50534 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 22041 members 
Mstep: Class 13 contains 43291 members 
Mstep: Class 14 contains 44204 members 
Mstep: Class 15 contains 35049 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45350 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 21819 members 
Mstep: Class 20 contains 41930 members 
Mstep: Class 21 contains 15948 members 
Mstep: Class 22 contains 48417 members 
Mstep: Class 23 contains 51218 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44706 members 
Mstep: Class 26 contains 19929 members 
Mstep: Class 27 contains 40156 members 
Mstep: Class 28 contains 41630 members 
Mstep: Class 29 contains 48370 members 
Mstep: Class 30 contains 49588 members 
Mstep: Class 31 contains 24061 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27338 members 
Mstep: Class 34 contains 68449 members 
Mstep: Class 35 contains 37490 members 
Mstep: Class 36 contains 42070 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43800 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425664.000000 Penalty: 138191.531250
Iteration 346Q: 41 clusters Score -1.964257e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 32596 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37384 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 50530 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 22038 members 
Mstep: Class 13 contains 43312 members 
Mstep: Class 14 contains 44196 members 
Mstep: Class 15 contains 35050 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45323 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 21700 members 
Mstep: Class 20 contains 41946 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 48451 members 
Mstep: Class 23 contains 51225 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44716 members 
Mstep: Class 26 contains 19929 members 
Mstep: Class 27 contains 40139 members 
Mstep: Class 28 contains 41632 members 
Mstep: Class 29 contains 48390 members 
Mstep: Class 30 contains 49598 members 
Mstep: Class 31 contains 24063 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27447 members 
Mstep: Class 34 contains 68441 members 
Mstep: Class 35 contains 37507 members 
Mstep: Class 36 contains 42036 members 
Mstep: Class 37 contains 4924 members 
Mstep: Class 38 contains 43806 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425808.000000 Penalty: 138191.531250
Iteration 347Q: 41 clusters Score -1.964258e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 32518 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16920 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37410 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 50534 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 22047 members 
Mstep: Class 13 contains 43340 members 
Mstep: Class 14 contains 44188 members 
Mstep: Class 15 contains 35049 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45310 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 21601 members 
Mstep: Class 20 contains 41967 members 
Mstep: Class 21 contains 15946 members 
Mstep: Class 22 contains 48478 members 
Mstep: Class 23 contains 51212 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44695 members 
Mstep: Class 26 contains 19920 members 
Mstep: Class 27 contains 40127 members 
Mstep: Class 28 contains 41632 members 
Mstep: Class 29 contains 48413 members 
Mstep: Class 30 contains 49608 members 
Mstep: Class 31 contains 24065 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27545 members 
Mstep: Class 34 contains 68450 members 
Mstep: Class 35 contains 37525 members 
Mstep: Class 36 contains 42007 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43812 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426144.000000 Penalty: 138191.531250
Iteration 348Q: 41 clusters Score -1.964261e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 32442 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16920 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37435 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 50537 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 22051 members 
Mstep: Class 13 contains 43370 members 
Mstep: Class 14 contains 44178 members 
Mstep: Class 15 contains 35046 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45335 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 21495 members 
Mstep: Class 20 contains 41980 members 
Mstep: Class 21 contains 15942 members 
Mstep: Class 22 contains 48481 members 
Mstep: Class 23 contains 51212 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44675 members 
Mstep: Class 26 contains 19919 members 
Mstep: Class 27 contains 40110 members 
Mstep: Class 28 contains 41630 members 
Mstep: Class 29 contains 48452 members 
Mstep: Class 30 contains 49625 members 
Mstep: Class 31 contains 24065 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27629 members 
Mstep: Class 34 contains 68445 members 
Mstep: Class 35 contains 37535 members 
Mstep: Class 36 contains 41981 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43816 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196426176.000000 Penalty: 138191.531250
Iteration 349Q: 41 clusters Score -1.964262e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16918 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37453 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 50543 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 22052 members 
Mstep: Class 13 contains 43383 members 
Mstep: Class 14 contains 44173 members 
Mstep: Class 15 contains 35035 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45329 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 21395 members 
Mstep: Class 20 contains 41995 members 
Mstep: Class 21 contains 15949 members 
Mstep: Class 22 contains 48504 members 
Mstep: Class 23 contains 51211 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44672 members 
Mstep: Class 26 contains 19924 members 
Mstep: Class 27 contains 40095 members 
Mstep: Class 28 contains 41628 members 
Mstep: Class 29 contains 48491 members 
Mstep: Class 30 contains 49641 members 
Mstep: Class 31 contains 24066 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27721 members 
Mstep: Class 34 contains 68452 members 
Mstep: Class 35 contains 37545 members 
Mstep: Class 36 contains 41928 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43813 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425936.000000 Penalty: 138191.531250
Iteration 350Q: 41 clusters Score -1.964259e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 32296 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16917 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37484 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 50546 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 22057 members 
Mstep: Class 13 contains 43397 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 35020 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45333 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 21284 members 
Mstep: Class 20 contains 42007 members 
Mstep: Class 21 contains 15956 members 
Mstep: Class 22 contains 48537 members 
Mstep: Class 23 contains 51206 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44674 members 
Mstep: Class 26 contains 19923 members 
Mstep: Class 27 contains 40086 members 
Mstep: Class 28 contains 41623 members 
Mstep: Class 29 contains 48515 members 
Mstep: Class 30 contains 49660 members 
Mstep: Class 31 contains 24069 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27828 members 
Mstep: Class 34 contains 68451 members 
Mstep: Class 35 contains 37556 members 
Mstep: Class 36 contains 41886 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43819 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425888.000000 Penalty: 138191.531250
Iteration 351Q: 41 clusters Score -1.964259e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 32206 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 16919 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 50548 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 22056 members 
Mstep: Class 13 contains 43416 members 
Mstep: Class 14 contains 44123 members 
Mstep: Class 15 contains 35013 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45338 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 21187 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15958 members 
Mstep: Class 22 contains 48557 members 
Mstep: Class 23 contains 51207 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44676 members 
Mstep: Class 26 contains 19920 members 
Mstep: Class 27 contains 40081 members 
Mstep: Class 28 contains 41621 members 
Mstep: Class 29 contains 48527 members 
Mstep: Class 30 contains 49679 members 
Mstep: Class 31 contains 24070 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 27937 members 
Mstep: Class 34 contains 68454 members 
Mstep: Class 35 contains 37569 members 
Mstep: Class 36 contains 41837 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43823 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425952.000000 Penalty: 138191.531250
Iteration 352Q: 41 clusters Score -1.96426e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 32129 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16920 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37526 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50546 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22057 members 
Mstep: Class 13 contains 43433 members 
Mstep: Class 14 contains 44106 members 
Mstep: Class 15 contains 35002 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45357 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 21083 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15965 members 
Mstep: Class 22 contains 48567 members 
Mstep: Class 23 contains 51212 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44677 members 
Mstep: Class 26 contains 19927 members 
Mstep: Class 27 contains 40072 members 
Mstep: Class 28 contains 41621 members 
Mstep: Class 29 contains 48556 members 
Mstep: Class 30 contains 49695 members 
Mstep: Class 31 contains 24072 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28034 members 
Mstep: Class 34 contains 68440 members 
Mstep: Class 35 contains 37590 members 
Mstep: Class 36 contains 41790 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43830 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425792.000000 Penalty: 138191.531250
Iteration 353Q: 41 clusters Score -1.964258e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 32058 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37551 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50541 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22058 members 
Mstep: Class 13 contains 43447 members 
Mstep: Class 14 contains 44077 members 
Mstep: Class 15 contains 35004 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45362 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 20966 members 
Mstep: Class 20 contains 42013 members 
Mstep: Class 21 contains 15966 members 
Mstep: Class 22 contains 48572 members 
Mstep: Class 23 contains 51215 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44680 members 
Mstep: Class 26 contains 19928 members 
Mstep: Class 27 contains 40070 members 
Mstep: Class 28 contains 41623 members 
Mstep: Class 29 contains 48574 members 
Mstep: Class 30 contains 49718 members 
Mstep: Class 31 contains 24072 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28147 members 
Mstep: Class 34 contains 68441 members 
Mstep: Class 35 contains 37620 members 
Mstep: Class 36 contains 41744 members 
Mstep: Class 37 contains 4924 members 
Mstep: Class 38 contains 43825 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425424.000000 Penalty: 138191.531250
Iteration 354Q: 41 clusters Score -1.964254e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 31975 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37580 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50549 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 22059 members 
Mstep: Class 13 contains 43469 members 
Mstep: Class 14 contains 44059 members 
Mstep: Class 15 contains 34996 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45361 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 20834 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 48556 members 
Mstep: Class 23 contains 51214 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44709 members 
Mstep: Class 26 contains 19929 members 
Mstep: Class 27 contains 40059 members 
Mstep: Class 28 contains 41626 members 
Mstep: Class 29 contains 48603 members 
Mstep: Class 30 contains 49741 members 
Mstep: Class 31 contains 24075 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28268 members 
Mstep: Class 34 contains 68445 members 
Mstep: Class 35 contains 37645 members 
Mstep: Class 36 contains 41709 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43825 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425504.000000 Penalty: 138191.531250
Iteration 355Q: 41 clusters Score -1.964255e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 31911 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37605 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 50547 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22057 members 
Mstep: Class 13 contains 43490 members 
Mstep: Class 14 contains 44046 members 
Mstep: Class 15 contains 34988 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45360 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 20676 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15968 members 
Mstep: Class 22 contains 48554 members 
Mstep: Class 23 contains 51210 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44739 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 40060 members 
Mstep: Class 28 contains 41628 members 
Mstep: Class 29 contains 48638 members 
Mstep: Class 30 contains 49757 members 
Mstep: Class 31 contains 24078 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28391 members 
Mstep: Class 34 contains 68446 members 
Mstep: Class 35 contains 37672 members 
Mstep: Class 36 contains 41651 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43831 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425344.000000 Penalty: 138191.531250
Iteration 356Q: 41 clusters Score -1.964253e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 31832 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16917 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37637 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 50549 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22060 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 34983 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45339 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 20538 members 
Mstep: Class 20 contains 42052 members 
Mstep: Class 21 contains 15970 members 
Mstep: Class 22 contains 48543 members 
Mstep: Class 23 contains 51212 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44764 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40071 members 
Mstep: Class 28 contains 41630 members 
Mstep: Class 29 contains 48663 members 
Mstep: Class 30 contains 49771 members 
Mstep: Class 31 contains 24082 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28512 members 
Mstep: Class 34 contains 68464 members 
Mstep: Class 35 contains 37702 members 
Mstep: Class 36 contains 41598 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 43834 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425072.000000 Penalty: 138191.531250
Iteration 357Q: 41 clusters Score -1.964251e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 31749 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16915 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37664 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 50562 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22066 members 
Mstep: Class 13 contains 43519 members 
Mstep: Class 14 contains 44040 members 
Mstep: Class 15 contains 34986 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45304 members 
Mstep: Class 18 contains 11584 members 
Mstep: Class 19 contains 20393 members 
Mstep: Class 20 contains 42071 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 48528 members 
Mstep: Class 23 contains 51214 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44772 members 
Mstep: Class 26 contains 19939 members 
Mstep: Class 27 contains 40065 members 
Mstep: Class 28 contains 41633 members 
Mstep: Class 29 contains 48709 members 
Mstep: Class 30 contains 49788 members 
Mstep: Class 31 contains 24086 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28646 members 
Mstep: Class 34 contains 68471 members 
Mstep: Class 35 contains 37735 members 
Mstep: Class 36 contains 41534 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43828 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425168.000000 Penalty: 138191.531250
Iteration 358Q: 41 clusters Score -1.964252e+08 nChanged 1104
Entering ConstructFrom: 
Score: -196425168.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Entering Unmasked Estep 
Score: -2721106.000000 Penalty: 2389.679443
	Iteration 0F: 2 clusters Score -2721106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2710011.750000 Penalty: 4779.358887
	Iteration 0F: 3 clusters Score -2710012 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2713505.500000 Penalty: 4779.358887
	Iteration 1F: 3 clusters Score -2713506 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2713823.250000 Penalty: 4779.358887
	Iteration 2F: 3 clusters Score -2713823 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2714060.250000 Penalty: 4779.358887
	Iteration 3Q: 3 clusters Score -2714060 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2714289.750000 Penalty: 4779.358887
	Iteration 4Q: 3 clusters Score -2714290 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2714451.000000 Penalty: 4779.358887
	Iteration 5Q: 3 clusters Score -2714451 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2714629.500000 Penalty: 4779.358887
	Iteration 6Q: 3 clusters Score -2714630 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2714815.500000 Penalty: 4779.358887
	Iteration 7Q: 3 clusters Score -2714816 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2715019.000000 Penalty: 4779.358887
	Iteration 8Q: 3 clusters Score -2715019 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2715238.500000 Penalty: 4779.358887
	Iteration 9Q: 3 clusters Score -2715238 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2715454.250000 Penalty: 4779.358887
	Iteration 10Q: 3 clusters Score -2715454 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2715696.250000 Penalty: 4779.358887
	Iteration 11Q: 3 clusters Score -2715696 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2715940.250000 Penalty: 4779.358887
	Iteration 12Q: 3 clusters Score -2715940 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2716189.750000 Penalty: 4779.358887
	Iteration 13Q: 3 clusters Score -2716190 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2716412.250000 Penalty: 4779.358887
	Iteration 14Q: 3 clusters Score -2716412 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2716649.750000 Penalty: 4779.358887
	Iteration 15Q: 3 clusters Score -2716650 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2716869.000000 Penalty: 4779.358887
	Iteration 16Q: 3 clusters Score -2716869 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2717075.000000 Penalty: 4779.358887
	Iteration 17Q: 3 clusters Score -2717075 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2717277.750000 Penalty: 4779.358887
	Iteration 18Q: 3 clusters Score -2717278 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2717438.500000 Penalty: 4779.358887
	Iteration 19Q: 3 clusters Score -2717438 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2717600.250000 Penalty: 4779.358887
	Iteration 20F: 3 clusters Score -2717600 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2717741.500000 Penalty: 4779.358887
	Iteration 21Q: 3 clusters Score -2717742 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2717840.250000 Penalty: 4779.358887
	Iteration 22Q: 3 clusters Score -2717840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2717937.250000 Penalty: 4779.358887
	Iteration 23Q: 3 clusters Score -2717937 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2718026.250000 Penalty: 4779.358887
	Iteration 24Q: 3 clusters Score -2718026 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2718103.000000 Penalty: 4779.358887
	Iteration 25Q: 3 clusters Score -2718103 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2718186.750000 Penalty: 4779.358887
	Iteration 26Q: 3 clusters Score -2718187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2718234.000000 Penalty: 4779.358887
	Iteration 27Q: 3 clusters Score -2718234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2718290.500000 Penalty: 4779.358887
	Iteration 28Q: 3 clusters Score -2718290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2718355.750000 Penalty: 4779.358887
	Iteration 29Q: 3 clusters Score -2718356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2718419.000000 Penalty: 4779.358887
	Iteration 30Q: 3 clusters Score -2718419 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2718486.500000 Penalty: 4779.358887
	Iteration 31Q: 3 clusters Score -2718486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2718567.250000 Penalty: 4779.358887
	Iteration 32Q: 3 clusters Score -2718567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2718630.250000 Penalty: 4779.358887
	Iteration 33Q: 3 clusters Score -2718630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2718682.000000 Penalty: 4779.358887
	Iteration 34Q: 3 clusters Score -2718682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2718737.750000 Penalty: 4779.358887
	Iteration 35Q: 3 clusters Score -2718738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2718766.750000 Penalty: 4779.358887
	Iteration 36Q: 3 clusters Score -2718767 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2718796.000000 Penalty: 4779.358887
	Iteration 37Q: 3 clusters Score -2718796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2718811.250000 Penalty: 4779.358887
	Iteration 38Q: 3 clusters Score -2718811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2718819.750000 Penalty: 4779.358887
	Iteration 39Q: 3 clusters Score -2718820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2718833.500000 Penalty: 4779.358887
	Iteration 40F: 3 clusters Score -2718834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2718841.500000 Penalty: 4779.358887
	Iteration 41Q: 3 clusters Score -2718842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2718857.500000 Penalty: 4779.358887
	Iteration 42Q: 3 clusters Score -2718858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2718870.500000 Penalty: 4779.358887
	Iteration 43Q: 3 clusters Score -2718870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2718898.750000 Penalty: 4779.358887
	Iteration 44Q: 3 clusters Score -2718899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2718919.000000 Penalty: 4779.358887
	Iteration 45Q: 3 clusters Score -2718919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2718932.250000 Penalty: 4779.358887
	Iteration 46Q: 3 clusters Score -2718932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2718945.750000 Penalty: 4779.358887
	Iteration 47Q: 3 clusters Score -2718946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2718957.250000 Penalty: 4779.358887
	Iteration 48Q: 3 clusters Score -2718957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2718972.250000 Penalty: 4779.358887
	Iteration 49Q: 3 clusters Score -2718972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2718973.750000 Penalty: 4779.358887
	Iteration 50Q: 3 clusters Score -2718974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2718978.750000 Penalty: 4779.358887
	Iteration 51Q: 3 clusters Score -2718979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2718982.000000 Penalty: 4779.358887
	Iteration 52Q: 3 clusters Score -2718982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2718983.750000 Penalty: 4779.358887
	Iteration 53Q: 3 clusters Score -2718984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2718986.750000 Penalty: 4779.358887
	Iteration 54Q: 3 clusters Score -2718987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2718990.000000 Penalty: 4779.358887
	Iteration 55Q: 3 clusters Score -2718990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2718992.750000 Penalty: 4779.358887
	Iteration 56Q: 3 clusters Score -2718993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2718991.750000 Penalty: 4779.358887
	Iteration 57Q: 3 clusters Score -2718992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2718994.000000 Penalty: 4779.358887
	Iteration 58Q: 3 clusters Score -2718994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2718996.500000 Penalty: 4779.358887
	Iteration 59Q: 3 clusters Score -2718996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2719000.250000 Penalty: 4779.358887
	Iteration 60F: 3 clusters Score -2719000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2719000.500000 Penalty: 4779.358887
	Iteration 61Q: 3 clusters Score -2719000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2719001.750000 Penalty: 4779.358887
	Iteration 62Q: 3 clusters Score -2719002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2719004.000000 Penalty: 4779.358887
	Iteration 63Q: 3 clusters Score -2719004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2719010.250000 Penalty: 4779.358887
	Iteration 64Q: 3 clusters Score -2719010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2719013.000000 Penalty: 4779.358887
	Iteration 65Q: 3 clusters Score -2719013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2719018.000000 Penalty: 4779.358887
	Iteration 66Q: 3 clusters Score -2719018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2719021.250000 Penalty: 4779.358887
	Iteration 67Q: 3 clusters Score -2719021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2719022.750000 Penalty: 4779.358887
	Iteration 68Q: 3 clusters Score -2719023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2719030.250000 Penalty: 4779.358887
	Iteration 69Q: 3 clusters Score -2719030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2719030.750000 Penalty: 4779.358887
	Iteration 70Q: 3 clusters Score -2719031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2719032.000000 Penalty: 4779.358887
	Iteration 71Q: 3 clusters Score -2719032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2719029.000000 Penalty: 4779.358887
	Iteration 72Q: 3 clusters Score -2719029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2719029.000000 Penalty: 4779.358887
	Iteration 73F: 3 clusters Score -2719029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Entering Unmasked Estep 
Score: -5708131.000000 Penalty: 2569.859131
	Iteration 0F: 2 clusters Score -5708131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -5686435.000000 Penalty: 5139.718262
	Iteration 0F: 3 clusters Score -5686435 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5694281.500000 Penalty: 5139.718262
	Iteration 1F: 3 clusters Score -5694282 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -5694836.000000 Penalty: 5139.718262
	Iteration 2Q: 3 clusters Score -5694836 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5695436.000000 Penalty: 5139.718262
	Iteration 3Q: 3 clusters Score -5695436 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5696232.000000 Penalty: 5139.718262
	Iteration 4F: 3 clusters Score -5696232 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5697312.000000 Penalty: 5139.718262
	Iteration 5F: 3 clusters Score -5697312 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5698941.500000 Penalty: 5139.718262
	Iteration 6F: 3 clusters Score -5698942 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5701043.500000 Penalty: 5139.718262
	Iteration 7F: 3 clusters Score -5701044 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -5703040.000000 Penalty: 5139.718262
	Iteration 8F: 3 clusters Score -5703040 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -5704423.000000 Penalty: 5139.718262
	Iteration 9Q: 3 clusters Score -5704423 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -5705171.500000 Penalty: 5139.718262
	Iteration 10Q: 3 clusters Score -5705172 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -5705493.000000 Penalty: 5139.718262
	Iteration 11Q: 3 clusters Score -5705493 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -5705649.000000 Penalty: 5139.718262
	Iteration 12Q: 3 clusters Score -5705649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -5705731.500000 Penalty: 5139.718262
	Iteration 13Q: 3 clusters Score -5705732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5705784.500000 Penalty: 5139.718262
	Iteration 14Q: 3 clusters Score -5705784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -5705797.500000 Penalty: 5139.718262
	Iteration 15Q: 3 clusters Score -5705798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5705821.000000 Penalty: 5139.718262
	Iteration 16Q: 3 clusters Score -5705821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -5705838.000000 Penalty: 5139.718262
	Iteration 17Q: 3 clusters Score -5705838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -5705847.000000 Penalty: 5139.718262
	Iteration 18Q: 3 clusters Score -5705847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5705863.000000 Penalty: 5139.718262
	Iteration 19Q: 3 clusters Score -5705863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5705863.000000 Penalty: 5139.718262
	Iteration 20F: 3 clusters Score -5705863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -348556.750000 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -348556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -345894.343750 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -345894.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -346672.468750 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -346672.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -346954.843750 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -346954.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347181.125000 Penalty: 3802.678467
	Iteration 3F: 3 clusters Score -347181.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -347338.968750 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -347339 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -347449.312500 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -347449.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -347549.781250 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -347549.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -347642.687500 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -347642.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -347716.406250 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -347716.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -347796.468750 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -347796.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -347905.656250 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -347905.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -348014.312500 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -348014.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -348084.531250 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -348084.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -348133.687500 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -348133.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -348164.968750 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -348165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -348197.281250 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -348197.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -348233.250000 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -348233.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -348273.906250 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -348273.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -348313.250000 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -348313.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -348354.031250 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -348354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -348390.625000 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -348390.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -348422.500000 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -348422.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -348455.125000 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -348455.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -348471.937500 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -348471.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -348481.156250 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -348481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -348496.062500 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -348496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -348503.468750 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -348503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -348508.156250 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -348508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -348510.156250 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -348510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -348511.343750 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -348511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -348512.718750 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -348512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -348513.156250 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -348513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -348513.156250 Penalty: 3802.678467
	Iteration 32F: 3 clusters Score -348513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Entering Unmasked Estep 
Score: -2493416.250000 Penalty: 2368.793701
	Iteration 0F: 2 clusters Score -2493416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2483189.500000 Penalty: 4737.587402
	Iteration 0F: 3 clusters Score -2483190 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2486442.000000 Penalty: 4737.587402
	Iteration 1F: 3 clusters Score -2486442 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2486840.250000 Penalty: 4737.587402
	Iteration 2F: 3 clusters Score -2486840 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2487241.000000 Penalty: 4737.587402
	Iteration 3F: 3 clusters Score -2487241 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2487699.000000 Penalty: 4737.587402
	Iteration 4F: 3 clusters Score -2487699 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2488245.250000 Penalty: 4737.587402
	Iteration 5F: 3 clusters Score -2488245 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2488864.500000 Penalty: 4737.587402
	Iteration 6F: 3 clusters Score -2488864 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2489534.750000 Penalty: 4737.587402
	Iteration 7F: 3 clusters Score -2489535 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2490194.250000 Penalty: 4737.587402
	Iteration 8F: 3 clusters Score -2490194 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2490747.500000 Penalty: 4737.587402
	Iteration 9Q: 3 clusters Score -2490748 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2491129.500000 Penalty: 4737.587402
	Iteration 10Q: 3 clusters Score -2491130 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2491379.750000 Penalty: 4737.587402
	Iteration 11Q: 3 clusters Score -2491380 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2491530.500000 Penalty: 4737.587402
	Iteration 12Q: 3 clusters Score -2491530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2491625.250000 Penalty: 4737.587402
	Iteration 13Q: 3 clusters Score -2491625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2491692.250000 Penalty: 4737.587402
	Iteration 14Q: 3 clusters Score -2491692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2491739.000000 Penalty: 4737.587402
	Iteration 15Q: 3 clusters Score -2491739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2491765.500000 Penalty: 4737.587402
	Iteration 16Q: 3 clusters Score -2491766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2491779.250000 Penalty: 4737.587402
	Iteration 17Q: 3 clusters Score -2491779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2491787.250000 Penalty: 4737.587402
	Iteration 18Q: 3 clusters Score -2491787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2491794.000000 Penalty: 4737.587402
	Iteration 19Q: 3 clusters Score -2491794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2491797.500000 Penalty: 4737.587402
	Iteration 20F: 3 clusters Score -2491798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2491801.750000 Penalty: 4737.587402
	Iteration 21Q: 3 clusters Score -2491802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2491807.750000 Penalty: 4737.587402
	Iteration 22Q: 3 clusters Score -2491808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2491813.000000 Penalty: 4737.587402
	Iteration 23Q: 3 clusters Score -2491813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2491814.500000 Penalty: 4737.587402
	Iteration 24Q: 3 clusters Score -2491814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2491815.500000 Penalty: 4737.587402
	Iteration 25Q: 3 clusters Score -2491816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2491815.500000 Penalty: 4737.587402
	Iteration 26F: 3 clusters Score -2491816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Entering Unmasked Estep 
Score: -2976513.750000 Penalty: 2414.517090
	Iteration 0F: 2 clusters Score -2976514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2964519.000000 Penalty: 4829.034180
	Iteration 0F: 3 clusters Score -2964519 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2968306.500000 Penalty: 4829.034180
	Iteration 1F: 3 clusters Score -2968306 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2968895.000000 Penalty: 4829.034180
	Iteration 2F: 3 clusters Score -2968895 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2969482.250000 Penalty: 4829.034180
	Iteration 3F: 3 clusters Score -2969482 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2970170.750000 Penalty: 4829.034180
	Iteration 4F: 3 clusters Score -2970171 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2970838.250000 Penalty: 4829.034180
	Iteration 5F: 3 clusters Score -2970838 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2971471.500000 Penalty: 4829.034180
	Iteration 6F: 3 clusters Score -2971472 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2971991.250000 Penalty: 4829.034180
	Iteration 7Q: 3 clusters Score -2971991 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2972363.000000 Penalty: 4829.034180
	Iteration 8Q: 3 clusters Score -2972363 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2972621.750000 Penalty: 4829.034180
	Iteration 9Q: 3 clusters Score -2972622 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2972826.500000 Penalty: 4829.034180
	Iteration 10Q: 3 clusters Score -2972826 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2972965.250000 Penalty: 4829.034180
	Iteration 11Q: 3 clusters Score -2972965 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2973068.250000 Penalty: 4829.034180
	Iteration 12Q: 3 clusters Score -2973068 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2973131.500000 Penalty: 4829.034180
	Iteration 13Q: 3 clusters Score -2973132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2973180.500000 Penalty: 4829.034180
	Iteration 14Q: 3 clusters Score -2973180 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2973229.500000 Penalty: 4829.034180
	Iteration 15Q: 3 clusters Score -2973230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2973260.000000 Penalty: 4829.034180
	Iteration 16Q: 3 clusters Score -2973260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2973276.000000 Penalty: 4829.034180
	Iteration 17Q: 3 clusters Score -2973276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2973318.500000 Penalty: 4829.034180
	Iteration 18Q: 3 clusters Score -2973318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2973342.000000 Penalty: 4829.034180
	Iteration 19Q: 3 clusters Score -2973342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2973367.250000 Penalty: 4829.034180
	Iteration 20F: 3 clusters Score -2973367 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2973383.500000 Penalty: 4829.034180
	Iteration 21Q: 3 clusters Score -2973384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2973418.750000 Penalty: 4829.034180
	Iteration 22Q: 3 clusters Score -2973419 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2973443.250000 Penalty: 4829.034180
	Iteration 23Q: 3 clusters Score -2973443 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2973484.500000 Penalty: 4829.034180
	Iteration 24Q: 3 clusters Score -2973484 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2973528.500000 Penalty: 4829.034180
	Iteration 25Q: 3 clusters Score -2973528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2973571.750000 Penalty: 4829.034180
	Iteration 26Q: 3 clusters Score -2973572 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2973623.000000 Penalty: 4829.034180
	Iteration 27Q: 3 clusters Score -2973623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2973665.750000 Penalty: 4829.034180
	Iteration 28Q: 3 clusters Score -2973666 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2973698.500000 Penalty: 4829.034180
	Iteration 29Q: 3 clusters Score -2973698 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2973743.500000 Penalty: 4829.034180
	Iteration 30Q: 3 clusters Score -2973744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2973767.500000 Penalty: 4829.034180
	Iteration 31Q: 3 clusters Score -2973768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2973798.750000 Penalty: 4829.034180
	Iteration 32Q: 3 clusters Score -2973799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2973831.250000 Penalty: 4829.034180
	Iteration 33Q: 3 clusters Score -2973831 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2973889.750000 Penalty: 4829.034180
	Iteration 34Q: 3 clusters Score -2973890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2973947.250000 Penalty: 4829.034180
	Iteration 35Q: 3 clusters Score -2973947 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2974001.750000 Penalty: 4829.034180
	Iteration 36Q: 3 clusters Score -2974002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2974054.000000 Penalty: 4829.034180
	Iteration 37Q: 3 clusters Score -2974054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2974132.500000 Penalty: 4829.034180
	Iteration 38Q: 3 clusters Score -2974132 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2974222.500000 Penalty: 4829.034180
	Iteration 39Q: 3 clusters Score -2974222 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2974323.500000 Penalty: 4829.034180
	Iteration 40F: 3 clusters Score -2974324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2974448.750000 Penalty: 4829.034180
	Iteration 41Q: 3 clusters Score -2974449 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2974592.500000 Penalty: 4829.034180
	Iteration 42Q: 3 clusters Score -2974592 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2974705.250000 Penalty: 4829.034180
	Iteration 43Q: 3 clusters Score -2974705 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2974841.250000 Penalty: 4829.034180
	Iteration 44Q: 3 clusters Score -2974841 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2974965.250000 Penalty: 4829.034180
	Iteration 45Q: 3 clusters Score -2974965 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2975081.750000 Penalty: 4829.034180
	Iteration 46Q: 3 clusters Score -2975082 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2975194.000000 Penalty: 4829.034180
	Iteration 47Q: 3 clusters Score -2975194 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2975327.000000 Penalty: 4829.034180
	Iteration 48Q: 3 clusters Score -2975327 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2975541.750000 Penalty: 4829.034180
	Iteration 49Q: 3 clusters Score -2975542 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2975740.500000 Penalty: 4829.034180
	Iteration 50Q: 3 clusters Score -2975740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2975861.500000 Penalty: 4829.034180
	Iteration 51Q: 3 clusters Score -2975862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2975903.000000 Penalty: 4829.034180
	Iteration 52Q: 3 clusters Score -2975903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2975917.250000 Penalty: 4829.034180
	Iteration 53Q: 3 clusters Score -2975917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2975930.750000 Penalty: 4829.034180
	Iteration 54Q: 3 clusters Score -2975931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2975956.500000 Penalty: 4829.034180
	Iteration 55Q: 3 clusters Score -2975956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2975966.750000 Penalty: 4829.034180
	Iteration 56Q: 3 clusters Score -2975967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2975969.750000 Penalty: 4829.034180
	Iteration 57Q: 3 clusters Score -2975970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2975977.000000 Penalty: 4829.034180
	Iteration 58Q: 3 clusters Score -2975977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2975977.500000 Penalty: 4829.034180
	Iteration 59Q: 3 clusters Score -2975978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2975976.250000 Penalty: 4829.034180
	Iteration 60F: 3 clusters Score -2975976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2975983.500000 Penalty: 4829.034180
	Iteration 61Q: 3 clusters Score -2975984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2975987.750000 Penalty: 4829.034180
	Iteration 62Q: 3 clusters Score -2975988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2975990.000000 Penalty: 4829.034180
	Iteration 63Q: 3 clusters Score -2975990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2975991.000000 Penalty: 4829.034180
	Iteration 64Q: 3 clusters Score -2975991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2975989.250000 Penalty: 4829.034180
	Iteration 65Q: 3 clusters Score -2975989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2975988.750000 Penalty: 4829.034180
	Iteration 66Q: 3 clusters Score -2975989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2975987.500000 Penalty: 4829.034180
	Iteration 67Q: 3 clusters Score -2975988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2975987.500000 Penalty: 4829.034180
	Iteration 68F: 3 clusters Score -2975988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124230.578125 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124230.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125007.523438 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -125007.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125408.000000 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125581.289062 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125581.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125683.804688 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -125683.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -125773.015625 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -125773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -125829.875000 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -125829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -125847.773438 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -125847.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -125866.171875 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -125866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -125883.484375 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -125883.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125915.859375 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -125915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125948.554688 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -125948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125975.609375 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -125975.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126021.992188 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126045.976562 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -126046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126054.062500 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -126054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126060.390625 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -126060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126064.156250 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -126064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126076.664062 Penalty: 3449.500977
	Iteration 18F: 3 clusters Score -126076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126109.734375 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -126109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126128.867188 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -126128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126150.742188 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -126150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126169.468750 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -126169.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126180.945312 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -126180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126201.343750 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -126201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -126212.101562 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -126212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -126215.507812 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -126215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126220.242188 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -126220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126224.898438 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -126224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126224.898438 Penalty: 3449.500977
	Iteration 29F: 3 clusters Score -126224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16915 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37690 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22072 members 
Mstep: Class 13 contains 43531 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 34985 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 48522 members 
Mstep: Class 23 contains 51209 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44800 members 
Mstep: Class 26 contains 19948 members 
Mstep: Class 27 contains 40064 members 
Mstep: Class 28 contains 41634 members 
Mstep: Class 29 contains 48766 members 
Mstep: Class 30 contains 49805 members 
Mstep: Class 31 contains 24091 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28814 members 
Mstep: Class 34 contains 68486 members 
Mstep: Class 35 contains 37763 members 
Mstep: Class 36 contains 41474 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43831 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56843 members 
Mstep: Class 41 contains 606 members 
Entering Unmasked Estep 
Score: -196423824.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196425168.000000 to -196423824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -93649.437500 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -93649.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92065.937500 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -92065.94 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92549.835938 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -92549.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -92770.476562 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -92770.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93002.265625 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -93002.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -93311.757812 Penalty: 3203.335693
	Iteration 4F: 3 clusters Score -93311.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -93444.406250 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -93444.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93596.273438 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -93596.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -93649.085938 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -93649.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93733.492188 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -93733.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -93784.523438 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -93784.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -93819.617188 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -93819.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93841.515625 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -93841.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93848.179688 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -93848.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93852.250000 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -93852.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93860.195312 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -93860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93864.320312 Penalty: 3203.335693
	Iteration 15Q: 3 clusters Score -93864.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93864.320312 Penalty: 3203.335693
	Iteration 16F: 3 clusters Score -93864.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16915 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 37690 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22072 members 
Mstep: Class 13 contains 43531 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 34985 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 48522 members 
Mstep: Class 23 contains 51209 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44800 members 
Mstep: Class 26 contains 19948 members 
Mstep: Class 27 contains 40064 members 
Mstep: Class 28 contains 41634 members 
Mstep: Class 29 contains 48766 members 
Mstep: Class 30 contains 49805 members 
Mstep: Class 31 contains 24091 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28814 members 
Mstep: Class 34 contains 68486 members 
Mstep: Class 35 contains 37763 members 
Mstep: Class 36 contains 41474 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43831 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56843 members 
Mstep: Class 41 contains 265 members 
Entering Unmasked Estep 
Score: -196423552.000000 Penalty: 141646.312500
Splitting cluster 7 changes total score from -196425168.000000 to -196423552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (37690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Entering Unmasked Estep 
Score: -6760277.500000 Penalty: 2613.213379
	Iteration 0F: 2 clusters Score -6760278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -6734685.000000 Penalty: 5226.426758
	Iteration 0F: 3 clusters Score -6734685 nChanged 17310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -6744162.000000 Penalty: 5226.426758
	Iteration 1F: 3 clusters Score -6744162 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -6744591.500000 Penalty: 5226.426758
	Iteration 2Q: 3 clusters Score -6744592 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -6744911.500000 Penalty: 5226.426758
	Iteration 3Q: 3 clusters Score -6744912 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -6745206.500000 Penalty: 5226.426758
	Iteration 4Q: 3 clusters Score -6745206 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -6745624.000000 Penalty: 5226.426758
	Iteration 5Q: 3 clusters Score -6745624 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6746058.000000 Penalty: 5226.426758
	Iteration 6Q: 3 clusters Score -6746058 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -6746699.000000 Penalty: 5226.426758
	Iteration 7Q: 3 clusters Score -6746699 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -6747498.000000 Penalty: 5226.426758
	Iteration 8Q: 3 clusters Score -6747498 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -6748739.000000 Penalty: 5226.426758
	Iteration 9F: 3 clusters Score -6748739 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -6750487.500000 Penalty: 5226.426758
	Iteration 10F: 3 clusters Score -6750488 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -6752533.500000 Penalty: 5226.426758
	Iteration 11F: 3 clusters Score -6752534 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -6754696.000000 Penalty: 5226.426758
	Iteration 12F: 3 clusters Score -6754696 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6756310.500000 Penalty: 5226.426758
	Iteration 13Q: 3 clusters Score -6756310 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6757236.500000 Penalty: 5226.426758
	Iteration 14Q: 3 clusters Score -6757236 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6757724.500000 Penalty: 5226.426758
	Iteration 15Q: 3 clusters Score -6757724 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6757975.500000 Penalty: 5226.426758
	Iteration 16Q: 3 clusters Score -6757976 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6758092.000000 Penalty: 5226.426758
	Iteration 17Q: 3 clusters Score -6758092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6758164.000000 Penalty: 5226.426758
	Iteration 18Q: 3 clusters Score -6758164 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6758193.500000 Penalty: 5226.426758
	Iteration 19Q: 3 clusters Score -6758194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6758227.000000 Penalty: 5226.426758
	Iteration 20F: 3 clusters Score -6758227 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6758248.500000 Penalty: 5226.426758
	Iteration 21Q: 3 clusters Score -6758248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6758263.500000 Penalty: 5226.426758
	Iteration 22Q: 3 clusters Score -6758264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6758268.500000 Penalty: 5226.426758
	Iteration 23Q: 3 clusters Score -6758268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6758272.000000 Penalty: 5226.426758
	Iteration 24Q: 3 clusters Score -6758272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6758299.500000 Penalty: 5226.426758
	Iteration 25Q: 3 clusters Score -6758300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6758309.500000 Penalty: 5226.426758
	Iteration 26Q: 3 clusters Score -6758310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6758316.500000 Penalty: 5226.426758
	Iteration 27Q: 3 clusters Score -6758316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6758313.500000 Penalty: 5226.426758
	Iteration 28Q: 3 clusters Score -6758314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6758318.500000 Penalty: 5226.426758
	Iteration 29Q: 3 clusters Score -6758318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6758318.500000 Penalty: 5226.426758
	Iteration 30Q: 3 clusters Score -6758318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6758331.000000 Penalty: 5226.426758
	Iteration 31Q: 3 clusters Score -6758331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6758328.500000 Penalty: 5226.426758
	Iteration 32Q: 3 clusters Score -6758328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6758338.000000 Penalty: 5226.426758
	Iteration 33Q: 3 clusters Score -6758338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6758349.500000 Penalty: 5226.426758
	Iteration 34Q: 3 clusters Score -6758350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6758346.500000 Penalty: 5226.426758
	Iteration 35Q: 3 clusters Score -6758346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6758342.500000 Penalty: 5226.426758
	Iteration 36Q: 3 clusters Score -6758342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6758349.000000 Penalty: 5226.426758
	Iteration 37Q: 3 clusters Score -6758349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6758353.500000 Penalty: 5226.426758
	Iteration 38Q: 3 clusters Score -6758354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6758346.000000 Penalty: 5226.426758
	Iteration 39Q: 3 clusters Score -6758346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6758345.000000 Penalty: 5226.426758
	Iteration 40F: 3 clusters Score -6758345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6758341.000000 Penalty: 5226.426758
	Iteration 41Q: 3 clusters Score -6758341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6758345.500000 Penalty: 5226.426758
	Iteration 42Q: 3 clusters Score -6758346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6758346.000000 Penalty: 5226.426758
	Iteration 43Q: 3 clusters Score -6758346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6758348.000000 Penalty: 5226.426758
	Iteration 44Q: 3 clusters Score -6758348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6758345.000000 Penalty: 5226.426758
	Iteration 45Q: 3 clusters Score -6758345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6758339.500000 Penalty: 5226.426758
	Iteration 46Q: 3 clusters Score -6758340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6758337.000000 Penalty: 5226.426758
	Iteration 47Q: 3 clusters Score -6758337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6758338.000000 Penalty: 5226.426758
	Iteration 48Q: 3 clusters Score -6758338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6758338.000000 Penalty: 5226.426758
	Iteration 49F: 3 clusters Score -6758338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -1271185.625000 Penalty: 2204.411621
	Iteration 0F: 2 clusters Score -1271186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1265245.125000 Penalty: 4408.823242
	Iteration 0F: 3 clusters Score -1265245 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1266910.625000 Penalty: 4408.823242
	Iteration 1F: 3 clusters Score -1266911 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1267245.375000 Penalty: 4408.823242
	Iteration 2F: 3 clusters Score -1267245 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1267503.375000 Penalty: 4408.823242
	Iteration 3F: 3 clusters Score -1267503 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1267731.750000 Penalty: 4408.823242
	Iteration 4Q: 3 clusters Score -1267732 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1267996.000000 Penalty: 4408.823242
	Iteration 5Q: 3 clusters Score -1267996 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1268235.125000 Penalty: 4408.823242
	Iteration 6Q: 3 clusters Score -1268235 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1268409.375000 Penalty: 4408.823242
	Iteration 7Q: 3 clusters Score -1268409 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1268525.375000 Penalty: 4408.823242
	Iteration 8Q: 3 clusters Score -1268525 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1268623.000000 Penalty: 4408.823242
	Iteration 9Q: 3 clusters Score -1268623 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1268699.000000 Penalty: 4408.823242
	Iteration 10Q: 3 clusters Score -1268699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1268766.000000 Penalty: 4408.823242
	Iteration 11Q: 3 clusters Score -1268766 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1268823.375000 Penalty: 4408.823242
	Iteration 12Q: 3 clusters Score -1268823 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1268880.125000 Penalty: 4408.823242
	Iteration 13Q: 3 clusters Score -1268880 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1268938.500000 Penalty: 4408.823242
	Iteration 14Q: 3 clusters Score -1268938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1268985.750000 Penalty: 4408.823242
	Iteration 15Q: 3 clusters Score -1268986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1269028.625000 Penalty: 4408.823242
	Iteration 16Q: 3 clusters Score -1269029 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1269056.250000 Penalty: 4408.823242
	Iteration 17Q: 3 clusters Score -1269056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1269082.750000 Penalty: 4408.823242
	Iteration 18Q: 3 clusters Score -1269083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1269101.250000 Penalty: 4408.823242
	Iteration 19Q: 3 clusters Score -1269101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1269116.750000 Penalty: 4408.823242
	Iteration 20F: 3 clusters Score -1269117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1269137.625000 Penalty: 4408.823242
	Iteration 21Q: 3 clusters Score -1269138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1269155.875000 Penalty: 4408.823242
	Iteration 22Q: 3 clusters Score -1269156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1269170.500000 Penalty: 4408.823242
	Iteration 23Q: 3 clusters Score -1269170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1269186.875000 Penalty: 4408.823242
	Iteration 24Q: 3 clusters Score -1269187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1269200.375000 Penalty: 4408.823242
	Iteration 25Q: 3 clusters Score -1269200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1269218.250000 Penalty: 4408.823242
	Iteration 26Q: 3 clusters Score -1269218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1269232.875000 Penalty: 4408.823242
	Iteration 27Q: 3 clusters Score -1269233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1269246.625000 Penalty: 4408.823242
	Iteration 28Q: 3 clusters Score -1269247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1269265.125000 Penalty: 4408.823242
	Iteration 29Q: 3 clusters Score -1269265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1269276.125000 Penalty: 4408.823242
	Iteration 30Q: 3 clusters Score -1269276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1269285.000000 Penalty: 4408.823242
	Iteration 31Q: 3 clusters Score -1269285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1269296.250000 Penalty: 4408.823242
	Iteration 32Q: 3 clusters Score -1269296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1269306.375000 Penalty: 4408.823242
	Iteration 33Q: 3 clusters Score -1269306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1269317.625000 Penalty: 4408.823242
	Iteration 34Q: 3 clusters Score -1269318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1269331.375000 Penalty: 4408.823242
	Iteration 35Q: 3 clusters Score -1269331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1269346.250000 Penalty: 4408.823242
	Iteration 36Q: 3 clusters Score -1269346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1269352.500000 Penalty: 4408.823242
	Iteration 37Q: 3 clusters Score -1269352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1269362.000000 Penalty: 4408.823242
	Iteration 38Q: 3 clusters Score -1269362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1269368.000000 Penalty: 4408.823242
	Iteration 39Q: 3 clusters Score -1269368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1269378.250000 Penalty: 4408.823242
	Iteration 40F: 3 clusters Score -1269378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1269387.875000 Penalty: 4408.823242
	Iteration 41Q: 3 clusters Score -1269388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1269396.875000 Penalty: 4408.823242
	Iteration 42Q: 3 clusters Score -1269397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1269409.250000 Penalty: 4408.823242
	Iteration 43Q: 3 clusters Score -1269409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1269419.625000 Penalty: 4408.823242
	Iteration 44Q: 3 clusters Score -1269420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1269427.875000 Penalty: 4408.823242
	Iteration 45Q: 3 clusters Score -1269428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1269436.000000 Penalty: 4408.823242
	Iteration 46Q: 3 clusters Score -1269436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1269438.375000 Penalty: 4408.823242
	Iteration 47Q: 3 clusters Score -1269438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1269444.500000 Penalty: 4408.823242
	Iteration 48Q: 3 clusters Score -1269444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1269444.000000 Penalty: 4408.823242
	Iteration 49Q: 3 clusters Score -1269444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1269450.125000 Penalty: 4408.823242
	Iteration 50Q: 3 clusters Score -1269450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1269450.125000 Penalty: 4408.823242
	Iteration 51Q: 3 clusters Score -1269450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1269449.500000 Penalty: 4408.823242
	Iteration 52Q: 3 clusters Score -1269450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1269449.500000 Penalty: 4408.823242
	Iteration 53Q: 3 clusters Score -1269450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1269449.875000 Penalty: 4408.823242
	Iteration 54Q: 3 clusters Score -1269450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1269452.000000 Penalty: 4408.823242
	Iteration 55Q: 3 clusters Score -1269452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1269450.875000 Penalty: 4408.823242
	Iteration 56Q: 3 clusters Score -1269451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1269452.625000 Penalty: 4408.823242
	Iteration 57Q: 3 clusters Score -1269453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1269452.375000 Penalty: 4408.823242
	Iteration 58Q: 3 clusters Score -1269452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1269456.500000 Penalty: 4408.823242
	Iteration 59Q: 3 clusters Score -1269456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1269456.750000 Penalty: 4408.823242
	Iteration 60F: 3 clusters Score -1269457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1269459.375000 Penalty: 4408.823242
	Iteration 61Q: 3 clusters Score -1269459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1269461.125000 Penalty: 4408.823242
	Iteration 62Q: 3 clusters Score -1269461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1269463.750000 Penalty: 4408.823242
	Iteration 63Q: 3 clusters Score -1269464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1269472.375000 Penalty: 4408.823242
	Iteration 64Q: 3 clusters Score -1269472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1269471.875000 Penalty: 4408.823242
	Iteration 65Q: 3 clusters Score -1269472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1269474.125000 Penalty: 4408.823242
	Iteration 66Q: 3 clusters Score -1269474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1269474.500000 Penalty: 4408.823242
	Iteration 67Q: 3 clusters Score -1269474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1269472.625000 Penalty: 4408.823242
	Iteration 68Q: 3 clusters Score -1269473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1269474.125000 Penalty: 4408.823242
	Iteration 69Q: 3 clusters Score -1269474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1269474.500000 Penalty: 4408.823242
	Iteration 70Q: 3 clusters Score -1269474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1269477.000000 Penalty: 4408.823242
	Iteration 71Q: 3 clusters Score -1269477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1269476.500000 Penalty: 4408.823242
	Iteration 72Q: 3 clusters Score -1269476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1269477.500000 Penalty: 4408.823242
	Iteration 73Q: 3 clusters Score -1269478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1269478.875000 Penalty: 4408.823242
	Iteration 74Q: 3 clusters Score -1269479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1269482.500000 Penalty: 4408.823242
	Iteration 75Q: 3 clusters Score -1269482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1269485.125000 Penalty: 4408.823242
	Iteration 76Q: 3 clusters Score -1269485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1269491.000000 Penalty: 4408.823242
	Iteration 77Q: 3 clusters Score -1269491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1269489.500000 Penalty: 4408.823242
	Iteration 78Q: 3 clusters Score -1269490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1269496.000000 Penalty: 4408.823242
	Iteration 79Q: 3 clusters Score -1269496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1269497.625000 Penalty: 4408.823242
	Iteration 80F: 3 clusters Score -1269498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1269497.625000 Penalty: 4408.823242
	Iteration 81Q: 3 clusters Score -1269498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1269501.000000 Penalty: 4408.823242
	Iteration 82Q: 3 clusters Score -1269501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1269503.375000 Penalty: 4408.823242
	Iteration 83Q: 3 clusters Score -1269503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1269505.375000 Penalty: 4408.823242
	Iteration 84Q: 3 clusters Score -1269505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1269508.500000 Penalty: 4408.823242
	Iteration 85Q: 3 clusters Score -1269508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1269506.875000 Penalty: 4408.823242
	Iteration 86Q: 3 clusters Score -1269507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1269510.125000 Penalty: 4408.823242
	Iteration 87Q: 3 clusters Score -1269510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1269509.375000 Penalty: 4408.823242
	Iteration 88Q: 3 clusters Score -1269509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1269508.625000 Penalty: 4408.823242
	Iteration 89Q: 3 clusters Score -1269509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1269512.125000 Penalty: 4408.823242
	Iteration 90Q: 3 clusters Score -1269512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1269512.875000 Penalty: 4408.823242
	Iteration 91Q: 3 clusters Score -1269513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1269512.875000 Penalty: 4408.823242
	Iteration 92F: 3 clusters Score -1269513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Entering Unmasked Estep 
Score: -8977117.000000 Penalty: 2686.062256
	Iteration 0F: 2 clusters Score -8977117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -8945822.000000 Penalty: 5372.124512
	Iteration 0F: 3 clusters Score -8945822 nChanged 23353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8959029.000000 Penalty: 5372.124512
	Iteration 1F: 3 clusters Score -8959029 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -8959992.000000 Penalty: 5372.124512
	Iteration 2Q: 3 clusters Score -8959992 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8961138.000000 Penalty: 5372.124512
	Iteration 3F: 3 clusters Score -8961138 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -8962687.000000 Penalty: 5372.124512
	Iteration 4F: 3 clusters Score -8962687 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -8964873.000000 Penalty: 5372.124512
	Iteration 5F: 3 clusters Score -8964873 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -8967811.000000 Penalty: 5372.124512
	Iteration 6F: 3 clusters Score -8967811 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -8970960.000000 Penalty: 5372.124512
	Iteration 7F: 3 clusters Score -8970960 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -8973519.000000 Penalty: 5372.124512
	Iteration 8F: 3 clusters Score -8973519 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8975020.000000 Penalty: 5372.124512
	Iteration 9Q: 3 clusters Score -8975020 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8975831.000000 Penalty: 5372.124512
	Iteration 10Q: 3 clusters Score -8975831 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8976297.000000 Penalty: 5372.124512
	Iteration 11Q: 3 clusters Score -8976297 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8976538.000000 Penalty: 5372.124512
	Iteration 12Q: 3 clusters Score -8976538 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8976673.000000 Penalty: 5372.124512
	Iteration 13Q: 3 clusters Score -8976673 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8976734.000000 Penalty: 5372.124512
	Iteration 14Q: 3 clusters Score -8976734 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8976782.000000 Penalty: 5372.124512
	Iteration 15Q: 3 clusters Score -8976782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8976814.000000 Penalty: 5372.124512
	Iteration 16Q: 3 clusters Score -8976814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8976830.000000 Penalty: 5372.124512
	Iteration 17Q: 3 clusters Score -8976830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8976849.000000 Penalty: 5372.124512
	Iteration 18Q: 3 clusters Score -8976849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8976855.000000 Penalty: 5372.124512
	Iteration 19Q: 3 clusters Score -8976855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8976855.000000 Penalty: 5372.124512
	Iteration 20F: 3 clusters Score -8976855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8976872.000000 Penalty: 5372.124512
	Iteration 21Q: 3 clusters Score -8976872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8976854.000000 Penalty: 5372.124512
	Iteration 22Q: 3 clusters Score -8976854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8976870.000000 Penalty: 5372.124512
	Iteration 23Q: 3 clusters Score -8976870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8976881.000000 Penalty: 5372.124512
	Iteration 24Q: 3 clusters Score -8976881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8976883.000000 Penalty: 5372.124512
	Iteration 25Q: 3 clusters Score -8976883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8976891.000000 Penalty: 5372.124512
	Iteration 26Q: 3 clusters Score -8976891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8976888.000000 Penalty: 5372.124512
	Iteration 27Q: 3 clusters Score -8976888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8976889.000000 Penalty: 5372.124512
	Iteration 28Q: 3 clusters Score -8976889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8976894.000000 Penalty: 5372.124512
	Iteration 29Q: 3 clusters Score -8976894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8976894.000000 Penalty: 5372.124512
	Iteration 30Q: 3 clusters Score -8976894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8976893.000000 Penalty: 5372.124512
	Iteration 31Q: 3 clusters Score -8976893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8976896.000000 Penalty: 5372.124512
	Iteration 32Q: 3 clusters Score -8976896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8976893.000000 Penalty: 5372.124512
	Iteration 33Q: 3 clusters Score -8976893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8976888.000000 Penalty: 5372.124512
	Iteration 34Q: 3 clusters Score -8976888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8976894.000000 Penalty: 5372.124512
	Iteration 35Q: 3 clusters Score -8976894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8976894.000000 Penalty: 5372.124512
	Iteration 36F: 3 clusters Score -8976894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Entering Unmasked Estep 
Score: -1860895.625000 Penalty: 2297.113281
	Iteration 0F: 2 clusters Score -1860896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1852889.000000 Penalty: 4594.226562
	Iteration 0F: 3 clusters Score -1852889 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1855356.625000 Penalty: 4594.226562
	Iteration 1F: 3 clusters Score -1855357 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1855728.375000 Penalty: 4594.226562
	Iteration 2F: 3 clusters Score -1855728 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1856007.375000 Penalty: 4594.226562
	Iteration 3F: 3 clusters Score -1856007 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1856200.000000 Penalty: 4594.226562
	Iteration 4Q: 3 clusters Score -1856200 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1856349.500000 Penalty: 4594.226562
	Iteration 5Q: 3 clusters Score -1856350 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1856463.125000 Penalty: 4594.226562
	Iteration 6Q: 3 clusters Score -1856463 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1856567.000000 Penalty: 4594.226562
	Iteration 7Q: 3 clusters Score -1856567 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1856671.000000 Penalty: 4594.226562
	Iteration 8Q: 3 clusters Score -1856671 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1856759.500000 Penalty: 4594.226562
	Iteration 9Q: 3 clusters Score -1856760 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1856855.500000 Penalty: 4594.226562
	Iteration 10Q: 3 clusters Score -1856856 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1856955.125000 Penalty: 4594.226562
	Iteration 11Q: 3 clusters Score -1856955 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1857046.000000 Penalty: 4594.226562
	Iteration 12Q: 3 clusters Score -1857046 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1857128.375000 Penalty: 4594.226562
	Iteration 13Q: 3 clusters Score -1857128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1857215.000000 Penalty: 4594.226562
	Iteration 14Q: 3 clusters Score -1857215 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1857287.000000 Penalty: 4594.226562
	Iteration 15Q: 3 clusters Score -1857287 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1857359.625000 Penalty: 4594.226562
	Iteration 16Q: 3 clusters Score -1857360 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1857408.250000 Penalty: 4594.226562
	Iteration 17Q: 3 clusters Score -1857408 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1857463.000000 Penalty: 4594.226562
	Iteration 18Q: 3 clusters Score -1857463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1857506.750000 Penalty: 4594.226562
	Iteration 19Q: 3 clusters Score -1857507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1857534.750000 Penalty: 4594.226562
	Iteration 20F: 3 clusters Score -1857535 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1857564.875000 Penalty: 4594.226562
	Iteration 21Q: 3 clusters Score -1857565 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1857596.875000 Penalty: 4594.226562
	Iteration 22Q: 3 clusters Score -1857597 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1857633.500000 Penalty: 4594.226562
	Iteration 23Q: 3 clusters Score -1857634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1857662.625000 Penalty: 4594.226562
	Iteration 24Q: 3 clusters Score -1857663 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1857690.500000 Penalty: 4594.226562
	Iteration 25Q: 3 clusters Score -1857690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1857728.000000 Penalty: 4594.226562
	Iteration 26Q: 3 clusters Score -1857728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1857756.875000 Penalty: 4594.226562
	Iteration 27Q: 3 clusters Score -1857757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1857774.375000 Penalty: 4594.226562
	Iteration 28Q: 3 clusters Score -1857774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1857790.875000 Penalty: 4594.226562
	Iteration 29Q: 3 clusters Score -1857791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1857815.500000 Penalty: 4594.226562
	Iteration 30Q: 3 clusters Score -1857816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1857832.750000 Penalty: 4594.226562
	Iteration 31Q: 3 clusters Score -1857833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1857863.750000 Penalty: 4594.226562
	Iteration 32Q: 3 clusters Score -1857864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1857888.625000 Penalty: 4594.226562
	Iteration 33Q: 3 clusters Score -1857889 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1857916.000000 Penalty: 4594.226562
	Iteration 34Q: 3 clusters Score -1857916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1857939.375000 Penalty: 4594.226562
	Iteration 35Q: 3 clusters Score -1857939 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1857967.500000 Penalty: 4594.226562
	Iteration 36Q: 3 clusters Score -1857968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1857991.875000 Penalty: 4594.226562
	Iteration 37Q: 3 clusters Score -1857992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1858013.750000 Penalty: 4594.226562
	Iteration 38Q: 3 clusters Score -1858014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1858044.000000 Penalty: 4594.226562
	Iteration 39Q: 3 clusters Score -1858044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1858064.250000 Penalty: 4594.226562
	Iteration 40F: 3 clusters Score -1858064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1858097.250000 Penalty: 4594.226562
	Iteration 41Q: 3 clusters Score -1858097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1858131.750000 Penalty: 4594.226562
	Iteration 42Q: 3 clusters Score -1858132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1858179.500000 Penalty: 4594.226562
	Iteration 43Q: 3 clusters Score -1858180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1858233.125000 Penalty: 4594.226562
	Iteration 44Q: 3 clusters Score -1858233 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1858297.625000 Penalty: 4594.226562
	Iteration 45Q: 3 clusters Score -1858298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1858372.000000 Penalty: 4594.226562
	Iteration 46Q: 3 clusters Score -1858372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1858444.875000 Penalty: 4594.226562
	Iteration 47Q: 3 clusters Score -1858445 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1858518.750000 Penalty: 4594.226562
	Iteration 48Q: 3 clusters Score -1858519 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1858606.875000 Penalty: 4594.226562
	Iteration 49Q: 3 clusters Score -1858607 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1858703.375000 Penalty: 4594.226562
	Iteration 50Q: 3 clusters Score -1858703 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1858777.625000 Penalty: 4594.226562
	Iteration 51Q: 3 clusters Score -1858778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1858836.500000 Penalty: 4594.226562
	Iteration 52Q: 3 clusters Score -1858836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1858875.375000 Penalty: 4594.226562
	Iteration 53Q: 3 clusters Score -1858875 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1858916.750000 Penalty: 4594.226562
	Iteration 54Q: 3 clusters Score -1858917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1858955.625000 Penalty: 4594.226562
	Iteration 55Q: 3 clusters Score -1858956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1858983.750000 Penalty: 4594.226562
	Iteration 56Q: 3 clusters Score -1858984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1859000.500000 Penalty: 4594.226562
	Iteration 57Q: 3 clusters Score -1859000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1859016.875000 Penalty: 4594.226562
	Iteration 58Q: 3 clusters Score -1859017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1859028.500000 Penalty: 4594.226562
	Iteration 59Q: 3 clusters Score -1859028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1859035.375000 Penalty: 4594.226562
	Iteration 60F: 3 clusters Score -1859035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1859043.125000 Penalty: 4594.226562
	Iteration 61Q: 3 clusters Score -1859043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1859056.125000 Penalty: 4594.226562
	Iteration 62Q: 3 clusters Score -1859056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1859059.750000 Penalty: 4594.226562
	Iteration 63Q: 3 clusters Score -1859060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1859073.375000 Penalty: 4594.226562
	Iteration 64Q: 3 clusters Score -1859073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1859080.500000 Penalty: 4594.226562
	Iteration 65Q: 3 clusters Score -1859080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1859084.125000 Penalty: 4594.226562
	Iteration 66Q: 3 clusters Score -1859084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1859095.625000 Penalty: 4594.226562
	Iteration 67Q: 3 clusters Score -1859096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1859098.875000 Penalty: 4594.226562
	Iteration 68Q: 3 clusters Score -1859099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1859102.625000 Penalty: 4594.226562
	Iteration 69Q: 3 clusters Score -1859103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1859104.125000 Penalty: 4594.226562
	Iteration 70Q: 3 clusters Score -1859104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1859103.500000 Penalty: 4594.226562
	Iteration 71Q: 3 clusters Score -1859104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1859108.750000 Penalty: 4594.226562
	Iteration 72Q: 3 clusters Score -1859109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1859115.875000 Penalty: 4594.226562
	Iteration 73Q: 3 clusters Score -1859116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1859115.875000 Penalty: 4594.226562
	Iteration 74Q: 3 clusters Score -1859116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1859113.500000 Penalty: 4594.226562
	Iteration 75Q: 3 clusters Score -1859114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1859117.875000 Penalty: 4594.226562
	Iteration 76Q: 3 clusters Score -1859118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1859116.750000 Penalty: 4594.226562
	Iteration 77Q: 3 clusters Score -1859117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1859119.125000 Penalty: 4594.226562
	Iteration 78Q: 3 clusters Score -1859119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1859123.250000 Penalty: 4594.226562
	Iteration 79Q: 3 clusters Score -1859123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1859126.750000 Penalty: 4594.226562
	Iteration 80F: 3 clusters Score -1859127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1859126.625000 Penalty: 4594.226562
	Iteration 81Q: 3 clusters Score -1859127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1859127.750000 Penalty: 4594.226562
	Iteration 82Q: 3 clusters Score -1859128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1859124.875000 Penalty: 4594.226562
	Iteration 83Q: 3 clusters Score -1859125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1859124.125000 Penalty: 4594.226562
	Iteration 84Q: 3 clusters Score -1859124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1859126.500000 Penalty: 4594.226562
	Iteration 85Q: 3 clusters Score -1859126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1859123.875000 Penalty: 4594.226562
	Iteration 86Q: 3 clusters Score -1859124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1859126.250000 Penalty: 4594.226562
	Iteration 87Q: 3 clusters Score -1859126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1859126.875000 Penalty: 4594.226562
	Iteration 88Q: 3 clusters Score -1859127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1859128.250000 Penalty: 4594.226562
	Iteration 89Q: 3 clusters Score -1859128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1859128.250000 Penalty: 4594.226562
	Iteration 90F: 3 clusters Score -1859128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Entering Unmasked Estep 
Score: -3956149.000000 Penalty: 2480.511963
	Iteration 0F: 2 clusters Score -3956149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3940855.750000 Penalty: 4961.023926
	Iteration 0F: 3 clusters Score -3940856 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3945996.250000 Penalty: 4961.023926
	Iteration 1F: 3 clusters Score -3945996 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3946385.500000 Penalty: 4961.023926
	Iteration 2F: 3 clusters Score -3946386 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3946678.500000 Penalty: 4961.023926
	Iteration 3Q: 3 clusters Score -3946678 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3946913.000000 Penalty: 4961.023926
	Iteration 4Q: 3 clusters Score -3946913 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3947195.250000 Penalty: 4961.023926
	Iteration 5Q: 3 clusters Score -3947195 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3947520.500000 Penalty: 4961.023926
	Iteration 6Q: 3 clusters Score -3947520 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3947924.500000 Penalty: 4961.023926
	Iteration 7Q: 3 clusters Score -3947924 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3948432.500000 Penalty: 4961.023926
	Iteration 8Q: 3 clusters Score -3948432 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3949081.250000 Penalty: 4961.023926
	Iteration 9Q: 3 clusters Score -3949081 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3949819.250000 Penalty: 4961.023926
	Iteration 10F: 3 clusters Score -3949819 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3950639.750000 Penalty: 4961.023926
	Iteration 11F: 3 clusters Score -3950640 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3951503.000000 Penalty: 4961.023926
	Iteration 12Q: 3 clusters Score -3951503 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3952269.750000 Penalty: 4961.023926
	Iteration 13Q: 3 clusters Score -3952270 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3952888.500000 Penalty: 4961.023926
	Iteration 14Q: 3 clusters Score -3952888 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3953316.000000 Penalty: 4961.023926
	Iteration 15Q: 3 clusters Score -3953316 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3953579.500000 Penalty: 4961.023926
	Iteration 16Q: 3 clusters Score -3953580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3953717.750000 Penalty: 4961.023926
	Iteration 17Q: 3 clusters Score -3953718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3953816.500000 Penalty: 4961.023926
	Iteration 18Q: 3 clusters Score -3953816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3953861.500000 Penalty: 4961.023926
	Iteration 19Q: 3 clusters Score -3953862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3953901.500000 Penalty: 4961.023926
	Iteration 20F: 3 clusters Score -3953902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3953925.000000 Penalty: 4961.023926
	Iteration 21Q: 3 clusters Score -3953925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3953950.750000 Penalty: 4961.023926
	Iteration 22Q: 3 clusters Score -3953951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3953977.750000 Penalty: 4961.023926
	Iteration 23Q: 3 clusters Score -3953978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3953996.250000 Penalty: 4961.023926
	Iteration 24Q: 3 clusters Score -3953996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3954006.000000 Penalty: 4961.023926
	Iteration 25Q: 3 clusters Score -3954006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3954010.500000 Penalty: 4961.023926
	Iteration 26Q: 3 clusters Score -3954010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3954014.250000 Penalty: 4961.023926
	Iteration 27Q: 3 clusters Score -3954014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3954014.250000 Penalty: 4961.023926
	Iteration 28F: 3 clusters Score -3954014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Entering Unmasked Estep 
Score: -7751727.000000 Penalty: 2648.944824
	Iteration 0F: 2 clusters Score -7751727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -7722920.000000 Penalty: 5297.889648
	Iteration 0F: 3 clusters Score -7722920 nChanged 19954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -7733969.500000 Penalty: 5297.889648
	Iteration 1F: 3 clusters Score -7733970 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -7734442.000000 Penalty: 5297.889648
	Iteration 2Q: 3 clusters Score -7734442 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7734870.000000 Penalty: 5297.889648
	Iteration 3Q: 3 clusters Score -7734870 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -7735248.500000 Penalty: 5297.889648
	Iteration 4Q: 3 clusters Score -7735248 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7735603.500000 Penalty: 5297.889648
	Iteration 5Q: 3 clusters Score -7735604 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -7735940.500000 Penalty: 5297.889648
	Iteration 6Q: 3 clusters Score -7735940 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -7736332.000000 Penalty: 5297.889648
	Iteration 7Q: 3 clusters Score -7736332 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -7736786.500000 Penalty: 5297.889648
	Iteration 8Q: 3 clusters Score -7736786 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -7737387.500000 Penalty: 5297.889648
	Iteration 9Q: 3 clusters Score -7737388 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -7738090.000000 Penalty: 5297.889648
	Iteration 10Q: 3 clusters Score -7738090 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -7739238.000000 Penalty: 5297.889648
	Iteration 11Q: 3 clusters Score -7739238 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -7740765.000000 Penalty: 5297.889648
	Iteration 12F: 3 clusters Score -7740765 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -7742926.000000 Penalty: 5297.889648
	Iteration 13F: 3 clusters Score -7742926 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -7745168.500000 Penalty: 5297.889648
	Iteration 14F: 3 clusters Score -7745168 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -7746833.000000 Penalty: 5297.889648
	Iteration 15Q: 3 clusters Score -7746833 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -7747786.000000 Penalty: 5297.889648
	Iteration 16Q: 3 clusters Score -7747786 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -7748377.000000 Penalty: 5297.889648
	Iteration 17Q: 3 clusters Score -7748377 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -7748688.000000 Penalty: 5297.889648
	Iteration 18Q: 3 clusters Score -7748688 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -7748885.000000 Penalty: 5297.889648
	Iteration 19Q: 3 clusters Score -7748885 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -7748996.000000 Penalty: 5297.889648
	Iteration 20F: 3 clusters Score -7748996 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -7749088.500000 Penalty: 5297.889648
	Iteration 21Q: 3 clusters Score -7749088 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -7749111.500000 Penalty: 5297.889648
	Iteration 22Q: 3 clusters Score -7749112 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -7749179.000000 Penalty: 5297.889648
	Iteration 23Q: 3 clusters Score -7749179 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -7749209.000000 Penalty: 5297.889648
	Iteration 24Q: 3 clusters Score -7749209 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -7749222.500000 Penalty: 5297.889648
	Iteration 25Q: 3 clusters Score -7749222 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -7749283.000000 Penalty: 5297.889648
	Iteration 26Q: 3 clusters Score -7749283 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -7749295.000000 Penalty: 5297.889648
	Iteration 27Q: 3 clusters Score -7749295 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -7749310.500000 Penalty: 5297.889648
	Iteration 28Q: 3 clusters Score -7749310 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -7749330.500000 Penalty: 5297.889648
	Iteration 29Q: 3 clusters Score -7749330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7749340.500000 Penalty: 5297.889648
	Iteration 30Q: 3 clusters Score -7749340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -7749346.000000 Penalty: 5297.889648
	Iteration 31Q: 3 clusters Score -7749346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7749369.500000 Penalty: 5297.889648
	Iteration 32Q: 3 clusters Score -7749370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -7749407.000000 Penalty: 5297.889648
	Iteration 33Q: 3 clusters Score -7749407 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -7749436.500000 Penalty: 5297.889648
	Iteration 34Q: 3 clusters Score -7749436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7749451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7749449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -7749479.500000 Penalty: 5297.889648
	Iteration 37Q: 3 clusters Score -7749480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7749482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -7749493.500000 Penalty: 5297.889648
	Iteration 39Q: 3 clusters Score -7749494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7749510.000000 Penalty: 5297.889648
	Iteration 40F: 3 clusters Score -7749510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -7749543.500000 Penalty: 5297.889648
	Iteration 41Q: 3 clusters Score -7749544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7749545.000000 Penalty: 5297.889648
	Iteration 42Q: 3 clusters Score -7749545 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7749533.500000 Penalty: 5297.889648
	Iteration 43Q: 3 clusters Score -7749534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7749546.500000 Penalty: 5297.889648
	Iteration 44Q: 3 clusters Score -7749546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -7749550.500000 Penalty: 5297.889648
	Iteration 45Q: 3 clusters Score -7749550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -7749562.000000 Penalty: 5297.889648
	Iteration 46Q: 3 clusters Score -7749562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -7749572.500000 Penalty: 5297.889648
	Iteration 47Q: 3 clusters Score -7749572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -7749589.500000 Penalty: 5297.889648
	Iteration 48Q: 3 clusters Score -7749590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7749601.500000 Penalty: 5297.889648
	Iteration 49Q: 3 clusters Score -7749602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -7749623.000000 Penalty: 5297.889648
	Iteration 50Q: 3 clusters Score -7749623 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7749648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7749658.500000 Penalty: 5297.889648
	Iteration 52Q: 3 clusters Score -7749658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7749651.000000 Penalty: 5297.889648
	Iteration 53Q: 3 clusters Score -7749651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -7749689.000000 Penalty: 5297.889648
	Iteration 54Q: 3 clusters Score -7749689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7749718.500000 Penalty: 5297.889648
	Iteration 55Q: 3 clusters Score -7749718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7749720.500000 Penalty: 5297.889648
	Iteration 56Q: 3 clusters Score -7749720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7749737.500000 Penalty: 5297.889648
	Iteration 57Q: 3 clusters Score -7749738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7749738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7749760.500000 Penalty: 5297.889648
	Iteration 59Q: 3 clusters Score -7749760 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7749755.000000 Penalty: 5297.889648
	Iteration 60F: 3 clusters Score -7749755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7749744 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7749776.000000 Penalty: 5297.889648
	Iteration 62Q: 3 clusters Score -7749776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7749770.500000 Penalty: 5297.889648
	Iteration 63Q: 3 clusters Score -7749770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7749792.000000 Penalty: 5297.889648
	Iteration 64Q: 3 clusters Score -7749792 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7749801.500000 Penalty: 5297.889648
	Iteration 65Q: 3 clusters Score -7749802 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7749824.000000 Penalty: 5297.889648
	Iteration 66Q: 3 clusters Score -7749824 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7749810.500000 Penalty: 5297.889648
	Iteration 67Q: 3 clusters Score -7749810 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7749832.500000 Penalty: 5297.889648
	Iteration 68Q: 3 clusters Score -7749832 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -7749842.500000 Penalty: 5297.889648
	Iteration 69Q: 3 clusters Score -7749842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7749855.000000 Penalty: 5297.889648
	Iteration 70Q: 3 clusters Score -7749855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7749854.500000 Penalty: 5297.889648
	Iteration 71Q: 3 clusters Score -7749854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7749857.000000 Penalty: 5297.889648
	Iteration 72Q: 3 clusters Score -7749857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7749848.000000 Penalty: 5297.889648
	Iteration 73Q: 3 clusters Score -7749848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7749840.000000 Penalty: 5297.889648
	Iteration 74Q: 3 clusters Score -7749840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7749840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7749838.500000 Penalty: 5297.889648
	Iteration 76Q: 3 clusters Score -7749838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7749844.500000 Penalty: 5297.889648
	Iteration 77Q: 3 clusters Score -7749844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7749838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7749845.000000 Penalty: 5297.889648
	Iteration 79Q: 3 clusters Score -7749845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7749847.000000 Penalty: 5297.889648
	Iteration 80F: 3 clusters Score -7749847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7749851.500000 Penalty: 5297.889648
	Iteration 81Q: 3 clusters Score -7749852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7749846.000000 Penalty: 5297.889648
	Iteration 82Q: 3 clusters Score -7749846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7749851.500000 Penalty: 5297.889648
	Iteration 83Q: 3 clusters Score -7749852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7749848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7749847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7749850.000000 Penalty: 5297.889648
	Iteration 86Q: 3 clusters Score -7749850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7749848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7749856.500000 Penalty: 5297.889648
	Iteration 88Q: 3 clusters Score -7749856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7749850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7749856.000000 Penalty: 5297.889648
	Iteration 90Q: 3 clusters Score -7749856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7749862.000000 Penalty: 5297.889648
	Iteration 91Q: 3 clusters Score -7749862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7749871.500000 Penalty: 5297.889648
	Iteration 92Q: 3 clusters Score -7749872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7749862.500000 Penalty: 5297.889648
	Iteration 93Q: 3 clusters Score -7749862 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7749868.000000 Penalty: 5297.889648
	Iteration 94Q: 3 clusters Score -7749868 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7749868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7749869.500000 Penalty: 5297.889648
	Iteration 96Q: 3 clusters Score -7749870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7749864.000000 Penalty: 5297.889648
	Iteration 97Q: 3 clusters Score -7749864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7749873.500000 Penalty: 5297.889648
	Iteration 98Q: 3 clusters Score -7749874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7749883.000000 Penalty: 5297.889648
	Iteration 99Q: 3 clusters Score -7749883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7749887.000000 Penalty: 5297.889648
	Iteration 100F: 3 clusters Score -7749887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7749875.500000 Penalty: 5297.889648
	Iteration 101Q: 3 clusters Score -7749876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7749877.500000 Penalty: 5297.889648
	Iteration 102Q: 3 clusters Score -7749878 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7749866.500000 Penalty: 5297.889648
	Iteration 103Q: 3 clusters Score -7749866 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7749876.000000 Penalty: 5297.889648
	Iteration 104Q: 3 clusters Score -7749876 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7749884.500000 Penalty: 5297.889648
	Iteration 105Q: 3 clusters Score -7749884 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7749872.500000 Penalty: 5297.889648
	Iteration 106Q: 3 clusters Score -7749872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7749876.000000 Penalty: 5297.889648
	Iteration 107Q: 3 clusters Score -7749876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7749872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7749864.000000 Penalty: 5297.889648
	Iteration 109Q: 3 clusters Score -7749864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7749870.000000 Penalty: 5297.889648
	Iteration 110Q: 3 clusters Score -7749870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7749875.000000 Penalty: 5297.889648
	Iteration 111Q: 3 clusters Score -7749875 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7749869.500000 Penalty: 5297.889648
	Iteration 112Q: 3 clusters Score -7749870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7749868.000000 Penalty: 5297.889648
	Iteration 113Q: 3 clusters Score -7749868 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7749872 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7749864 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41316 members 
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Entering Unmasked Estep 
Score: -7749858.500000 Penalty: 5297.889648
	Iteration 116Q: 3 clusters Score -7749858 nChanged 2
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Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7749865 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7749864 nChanged 2
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Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7749857.500000 Penalty: 5297.889648
	Iteration 119Q: 3 clusters Score -7749858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7749859.500000 Penalty: 5297.889648
	Iteration 120F: 3 clusters Score -7749860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7749858 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7749863.000000 Penalty: 5297.889648
	Iteration 122Q: 3 clusters Score -7749863 nChanged 1
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Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7749860 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41329 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7749860 nChanged 2
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Mstep: Class 1 contains 41331 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7749858 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7749864 nChanged 3
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Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7749863.500000 Penalty: 5297.889648
	Iteration 127Q: 3 clusters Score -7749864 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7749866.500000 Penalty: 5297.889648
	Iteration 128Q: 3 clusters Score -7749866 nChanged 1
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Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7749868.500000 Penalty: 5297.889648
	Iteration 129Q: 3 clusters Score -7749868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7749871.500000 Penalty: 5297.889648
	Iteration 130Q: 3 clusters Score -7749872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7749869.000000 Penalty: 5297.889648
	Iteration 131Q: 3 clusters Score -7749869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7749868.500000 Penalty: 5297.889648
	Iteration 132Q: 3 clusters Score -7749868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7749868.500000 Penalty: 5297.889648
	Iteration 133F: 3 clusters Score -7749868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Entering Unmasked Estep 
Score: -7949511.000000 Penalty: 2651.788330
	Iteration 0F: 2 clusters Score -7949511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -7920626.000000 Penalty: 5303.576660
	Iteration 0F: 3 clusters Score -7920626 nChanged 20280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7931552.000000 Penalty: 5303.576660
	Iteration 1F: 3 clusters Score -7931552 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -7932050.000000 Penalty: 5303.576660
	Iteration 2Q: 3 clusters Score -7932050 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7932458.000000 Penalty: 5303.576660
	Iteration 3Q: 3 clusters Score -7932458 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7932918.500000 Penalty: 5303.576660
	Iteration 4Q: 3 clusters Score -7932918 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -7933411.500000 Penalty: 5303.576660
	Iteration 5Q: 3 clusters Score -7933412 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -7934151.500000 Penalty: 5303.576660
	Iteration 6Q: 3 clusters Score -7934152 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -7935303.500000 Penalty: 5303.576660
	Iteration 7Q: 3 clusters Score -7935304 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7936923.500000 Penalty: 5303.576660
	Iteration 8F: 3 clusters Score -7936924 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -7939025.000000 Penalty: 5303.576660
	Iteration 9F: 3 clusters Score -7939025 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -7941590.000000 Penalty: 5303.576660
	Iteration 10F: 3 clusters Score -7941590 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -7943958.500000 Penalty: 5303.576660
	Iteration 11F: 3 clusters Score -7943958 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -7945484.000000 Penalty: 5303.576660
	Iteration 12Q: 3 clusters Score -7945484 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -7946383.000000 Penalty: 5303.576660
	Iteration 13Q: 3 clusters Score -7946383 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -7946765.500000 Penalty: 5303.576660
	Iteration 14Q: 3 clusters Score -7946766 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7946960.000000 Penalty: 5303.576660
	Iteration 15Q: 3 clusters Score -7946960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -7947072.500000 Penalty: 5303.576660
	Iteration 16Q: 3 clusters Score -7947072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -7947132.500000 Penalty: 5303.576660
	Iteration 17Q: 3 clusters Score -7947132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -7947155.000000 Penalty: 5303.576660
	Iteration 18Q: 3 clusters Score -7947155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -7947181.000000 Penalty: 5303.576660
	Iteration 19Q: 3 clusters Score -7947181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -7947212.500000 Penalty: 5303.576660
	Iteration 20F: 3 clusters Score -7947212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -7947224.500000 Penalty: 5303.576660
	Iteration 21Q: 3 clusters Score -7947224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -7947241.000000 Penalty: 5303.576660
	Iteration 22Q: 3 clusters Score -7947241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -7947243.000000 Penalty: 5303.576660
	Iteration 23Q: 3 clusters Score -7947243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -7947245.500000 Penalty: 5303.576660
	Iteration 24Q: 3 clusters Score -7947246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -7947251.500000 Penalty: 5303.576660
	Iteration 25Q: 3 clusters Score -7947252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -7947248.500000 Penalty: 5303.576660
	Iteration 26Q: 3 clusters Score -7947248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -7947244.500000 Penalty: 5303.576660
	Iteration 27Q: 3 clusters Score -7947244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -7947251.000000 Penalty: 5303.576660
	Iteration 28Q: 3 clusters Score -7947251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -7947251.000000 Penalty: 5303.576660
	Iteration 29F: 3 clusters Score -7947251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Entering Unmasked Estep 
Score: -6268923.500000 Penalty: 2594.743408
	Iteration 0F: 2 clusters Score -6268924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -6245133.500000 Penalty: 5189.486816
	Iteration 0F: 3 clusters Score -6245134 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6253722.000000 Penalty: 5189.486816
	Iteration 1F: 3 clusters Score -6253722 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -6254099.000000 Penalty: 5189.486816
	Iteration 2Q: 3 clusters Score -6254099 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -6254443.000000 Penalty: 5189.486816
	Iteration 3Q: 3 clusters Score -6254443 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -6254731.500000 Penalty: 5189.486816
	Iteration 4Q: 3 clusters Score -6254732 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -6254964.000000 Penalty: 5189.486816
	Iteration 5Q: 3 clusters Score -6254964 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -6255213.000000 Penalty: 5189.486816
	Iteration 6Q: 3 clusters Score -6255213 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -6255481.500000 Penalty: 5189.486816
	Iteration 7Q: 3 clusters Score -6255482 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -6255872.500000 Penalty: 5189.486816
	Iteration 8Q: 3 clusters Score -6255872 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -6256471.000000 Penalty: 5189.486816
	Iteration 9Q: 3 clusters Score -6256471 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -6257587.000000 Penalty: 5189.486816
	Iteration 10F: 3 clusters Score -6257587 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -6259270.500000 Penalty: 5189.486816
	Iteration 11F: 3 clusters Score -6259270 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -6261415.500000 Penalty: 5189.486816
	Iteration 12F: 3 clusters Score -6261416 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6263566.500000 Penalty: 5189.486816
	Iteration 13F: 3 clusters Score -6263566 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6265168.000000 Penalty: 5189.486816
	Iteration 14Q: 3 clusters Score -6265168 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6265990.000000 Penalty: 5189.486816
	Iteration 15Q: 3 clusters Score -6265990 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6266327.000000 Penalty: 5189.486816
	Iteration 16Q: 3 clusters Score -6266327 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6266493.500000 Penalty: 5189.486816
	Iteration 17Q: 3 clusters Score -6266494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6266568.500000 Penalty: 5189.486816
	Iteration 18Q: 3 clusters Score -6266568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6266605.500000 Penalty: 5189.486816
	Iteration 19Q: 3 clusters Score -6266606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6266647.500000 Penalty: 5189.486816
	Iteration 20F: 3 clusters Score -6266648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6266673.500000 Penalty: 5189.486816
	Iteration 21Q: 3 clusters Score -6266674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6266680.500000 Penalty: 5189.486816
	Iteration 22Q: 3 clusters Score -6266680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6266700.000000 Penalty: 5189.486816
	Iteration 23Q: 3 clusters Score -6266700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6266713.000000 Penalty: 5189.486816
	Iteration 24Q: 3 clusters Score -6266713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6266718.500000 Penalty: 5189.486816
	Iteration 25Q: 3 clusters Score -6266718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6266730.000000 Penalty: 5189.486816
	Iteration 26Q: 3 clusters Score -6266730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6266730.000000 Penalty: 5189.486816
	Iteration 27F: 3 clusters Score -6266730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -104914.3 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 337 members 
Entering Unmasked Estep 
Score: -103295.031250 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -103295 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103522.195312 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -103522.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103601.148438 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -103601.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -103652.570312 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -103652.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103683.695312 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -103683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103714.171875 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -103714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103765.671875 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -103765.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103797.054688 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -103797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103819.742188 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -103819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103883.921875 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -103883.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103941.414062 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -103941.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103968.101562 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -103968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103976.734375 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -103976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -103984.250000 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -103984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103991.968750 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -103992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103995.218750 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -103995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -103999.460938 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -103999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104002.125000 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -104002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104005.109375 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -104005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104011.000000 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -104011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104016.937500 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -104016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104018.187500 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -104018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104020.187500 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -104020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104022.257812 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -104022.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104031.218750 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -104031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104034.835938 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -104034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104034.835938 Penalty: 3193.125000
	Iteration 26F: 3 clusters Score -104034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Entering Unmasked Estep 
Score: -8157431.000000 Penalty: 2658.576904
	Iteration 0F: 2 clusters Score -8157431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -8128381.500000 Penalty: 5317.153809
	Iteration 0F: 3 clusters Score -8128382 nChanged 20918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -8139906.500000 Penalty: 5317.153809
	Iteration 1F: 3 clusters Score -8139906 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -8140548.000000 Penalty: 5317.153809
	Iteration 2Q: 3 clusters Score -8140548 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -8141327.500000 Penalty: 5317.153809
	Iteration 3Q: 3 clusters Score -8141328 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -8142360.500000 Penalty: 5317.153809
	Iteration 4F: 3 clusters Score -8142360 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -8144038.000000 Penalty: 5317.153809
	Iteration 5F: 3 clusters Score -8144038 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -8146635.000000 Penalty: 5317.153809
	Iteration 6F: 3 clusters Score -8146635 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -8149924.000000 Penalty: 5317.153809
	Iteration 7F: 3 clusters Score -8149924 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -8152744.000000 Penalty: 5317.153809
	Iteration 8F: 3 clusters Score -8152744 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -8154199.000000 Penalty: 5317.153809
	Iteration 9Q: 3 clusters Score -8154199 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -8154700.000000 Penalty: 5317.153809
	Iteration 10Q: 3 clusters Score -8154700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8154922.500000 Penalty: 5317.153809
	Iteration 11Q: 3 clusters Score -8154922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -8155021.000000 Penalty: 5317.153809
	Iteration 12Q: 3 clusters Score -8155021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8155055.500000 Penalty: 5317.153809
	Iteration 13Q: 3 clusters Score -8155056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8155073.000000 Penalty: 5317.153809
	Iteration 14Q: 3 clusters Score -8155073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8155089.500000 Penalty: 5317.153809
	Iteration 15Q: 3 clusters Score -8155090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8155092.000000 Penalty: 5317.153809
	Iteration 16Q: 3 clusters Score -8155092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8155093.500000 Penalty: 5317.153809
	Iteration 17Q: 3 clusters Score -8155094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8155106.000000 Penalty: 5317.153809
	Iteration 18Q: 3 clusters Score -8155106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8155112.500000 Penalty: 5317.153809
	Iteration 19Q: 3 clusters Score -8155112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8155116.500000 Penalty: 5317.153809
	Iteration 20F: 3 clusters Score -8155116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -8155117.500000 Penalty: 5317.153809
	Iteration 21Q: 3 clusters Score -8155118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -8155124.500000 Penalty: 5317.153809
	Iteration 22Q: 3 clusters Score -8155124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -8155131.000000 Penalty: 5317.153809
	Iteration 23Q: 3 clusters Score -8155131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -8155129.500000 Penalty: 5317.153809
	Iteration 24Q: 3 clusters Score -8155130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8155130.000000 Penalty: 5317.153809
	Iteration 25Q: 3 clusters Score -8155130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -8155138.500000 Penalty: 5317.153809
	Iteration 26Q: 3 clusters Score -8155138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8155137.500000 Penalty: 5317.153809
	Iteration 27Q: 3 clusters Score -8155138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8155132.500000 Penalty: 5317.153809
	Iteration 28Q: 3 clusters Score -8155132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8155141.500000 Penalty: 5317.153809
	Iteration 29Q: 3 clusters Score -8155142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8155141.500000 Penalty: 5317.153809
	Iteration 30F: 3 clusters Score -8155142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Entering Unmasked Estep 
Score: -1996911.000000 Penalty: 2320.608887
	Iteration 0F: 2 clusters Score -1996911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1988237.750000 Penalty: 4641.217773
	Iteration 0F: 3 clusters Score -1988238 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1991040.250000 Penalty: 4641.217773
	Iteration 1F: 3 clusters Score -1991040 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1991424.250000 Penalty: 4641.217773
	Iteration 2F: 3 clusters Score -1991424 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1991761.250000 Penalty: 4641.217773
	Iteration 3F: 3 clusters Score -1991761 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1992056.125000 Penalty: 4641.217773
	Iteration 4Q: 3 clusters Score -1992056 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1992356.375000 Penalty: 4641.217773
	Iteration 5Q: 3 clusters Score -1992356 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1992627.875000 Penalty: 4641.217773
	Iteration 6Q: 3 clusters Score -1992628 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1992845.125000 Penalty: 4641.217773
	Iteration 7Q: 3 clusters Score -1992845 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1993051.500000 Penalty: 4641.217773
	Iteration 8Q: 3 clusters Score -1993052 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1993277.125000 Penalty: 4641.217773
	Iteration 9Q: 3 clusters Score -1993277 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1993507.875000 Penalty: 4641.217773
	Iteration 10Q: 3 clusters Score -1993508 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1993748.750000 Penalty: 4641.217773
	Iteration 11Q: 3 clusters Score -1993749 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1994000.250000 Penalty: 4641.217773
	Iteration 12Q: 3 clusters Score -1994000 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1994262.500000 Penalty: 4641.217773
	Iteration 13Q: 3 clusters Score -1994262 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1994517.000000 Penalty: 4641.217773
	Iteration 14Q: 3 clusters Score -1994517 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1994741.875000 Penalty: 4641.217773
	Iteration 15Q: 3 clusters Score -1994742 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1994948.375000 Penalty: 4641.217773
	Iteration 16Q: 3 clusters Score -1994948 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1995106.875000 Penalty: 4641.217773
	Iteration 17Q: 3 clusters Score -1995107 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1995218.375000 Penalty: 4641.217773
	Iteration 18Q: 3 clusters Score -1995218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1995277.625000 Penalty: 4641.217773
	Iteration 19Q: 3 clusters Score -1995278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1995319.625000 Penalty: 4641.217773
	Iteration 20F: 3 clusters Score -1995320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1995336.625000 Penalty: 4641.217773
	Iteration 21Q: 3 clusters Score -1995337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1995349.875000 Penalty: 4641.217773
	Iteration 22Q: 3 clusters Score -1995350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1995360.375000 Penalty: 4641.217773
	Iteration 23Q: 3 clusters Score -1995360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1995367.500000 Penalty: 4641.217773
	Iteration 24Q: 3 clusters Score -1995368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1995374.875000 Penalty: 4641.217773
	Iteration 25Q: 3 clusters Score -1995375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1995383.125000 Penalty: 4641.217773
	Iteration 26Q: 3 clusters Score -1995383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1995388.250000 Penalty: 4641.217773
	Iteration 27Q: 3 clusters Score -1995388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1995400.375000 Penalty: 4641.217773
	Iteration 28Q: 3 clusters Score -1995400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1995402.250000 Penalty: 4641.217773
	Iteration 29Q: 3 clusters Score -1995402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1995406.625000 Penalty: 4641.217773
	Iteration 30Q: 3 clusters Score -1995407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1995409.375000 Penalty: 4641.217773
	Iteration 31Q: 3 clusters Score -1995409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1995411.750000 Penalty: 4641.217773
	Iteration 32Q: 3 clusters Score -1995412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1995418.375000 Penalty: 4641.217773
	Iteration 33Q: 3 clusters Score -1995418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1995421.875000 Penalty: 4641.217773
	Iteration 34Q: 3 clusters Score -1995422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1995429.750000 Penalty: 4641.217773
	Iteration 35Q: 3 clusters Score -1995430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1995439.125000 Penalty: 4641.217773
	Iteration 36Q: 3 clusters Score -1995439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1995442.500000 Penalty: 4641.217773
	Iteration 37Q: 3 clusters Score -1995442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1995450.625000 Penalty: 4641.217773
	Iteration 38Q: 3 clusters Score -1995451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1995458.500000 Penalty: 4641.217773
	Iteration 39Q: 3 clusters Score -1995458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1995466.750000 Penalty: 4641.217773
	Iteration 40F: 3 clusters Score -1995467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1995467.125000 Penalty: 4641.217773
	Iteration 41Q: 3 clusters Score -1995467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1995482.125000 Penalty: 4641.217773
	Iteration 42Q: 3 clusters Score -1995482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1995492.000000 Penalty: 4641.217773
	Iteration 43Q: 3 clusters Score -1995492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1995499.000000 Penalty: 4641.217773
	Iteration 44Q: 3 clusters Score -1995499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1995500.750000 Penalty: 4641.217773
	Iteration 45Q: 3 clusters Score -1995501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1995496.750000 Penalty: 4641.217773
	Iteration 46Q: 3 clusters Score -1995497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1995498.250000 Penalty: 4641.217773
	Iteration 47Q: 3 clusters Score -1995498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1995499.125000 Penalty: 4641.217773
	Iteration 48Q: 3 clusters Score -1995499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1995499.125000 Penalty: 4641.217773
	Iteration 49F: 3 clusters Score -1995499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Entering Unmasked Estep 
Score: -3655175.250000 Penalty: 2459.219238
	Iteration 0F: 2 clusters Score -3655175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3641083.000000 Penalty: 4918.438477
	Iteration 0F: 3 clusters Score -3641083 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3645713.500000 Penalty: 4918.438477
	Iteration 1F: 3 clusters Score -3645714 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3646044.750000 Penalty: 4918.438477
	Iteration 2Q: 3 clusters Score -3646045 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3646293.250000 Penalty: 4918.438477
	Iteration 3Q: 3 clusters Score -3646293 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3646489.750000 Penalty: 4918.438477
	Iteration 4Q: 3 clusters Score -3646490 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3646701.750000 Penalty: 4918.438477
	Iteration 5Q: 3 clusters Score -3646702 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3646918.750000 Penalty: 4918.438477
	Iteration 6Q: 3 clusters Score -3646919 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3647209.250000 Penalty: 4918.438477
	Iteration 7Q: 3 clusters Score -3647209 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3647609.000000 Penalty: 4918.438477
	Iteration 8Q: 3 clusters Score -3647609 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3648176.750000 Penalty: 4918.438477
	Iteration 9Q: 3 clusters Score -3648177 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3648884.000000 Penalty: 4918.438477
	Iteration 10F: 3 clusters Score -3648884 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3649769.500000 Penalty: 4918.438477
	Iteration 11F: 3 clusters Score -3649770 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3650712.000000 Penalty: 4918.438477
	Iteration 12F: 3 clusters Score -3650712 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3651534.250000 Penalty: 4918.438477
	Iteration 13Q: 3 clusters Score -3651534 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3652089.750000 Penalty: 4918.438477
	Iteration 14Q: 3 clusters Score -3652090 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3652472.250000 Penalty: 4918.438477
	Iteration 15Q: 3 clusters Score -3652472 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3652683.500000 Penalty: 4918.438477
	Iteration 16Q: 3 clusters Score -3652684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3652826.750000 Penalty: 4918.438477
	Iteration 17Q: 3 clusters Score -3652827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3652883.000000 Penalty: 4918.438477
	Iteration 18Q: 3 clusters Score -3652883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3652929.750000 Penalty: 4918.438477
	Iteration 19Q: 3 clusters Score -3652930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3652972.000000 Penalty: 4918.438477
	Iteration 20F: 3 clusters Score -3652972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3653010.250000 Penalty: 4918.438477
	Iteration 21Q: 3 clusters Score -3653010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3653022.750000 Penalty: 4918.438477
	Iteration 22Q: 3 clusters Score -3653023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3653035.250000 Penalty: 4918.438477
	Iteration 23Q: 3 clusters Score -3653035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3653038.250000 Penalty: 4918.438477
	Iteration 24Q: 3 clusters Score -3653038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3653040.750000 Penalty: 4918.438477
	Iteration 25Q: 3 clusters Score -3653041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3653044.750000 Penalty: 4918.438477
	Iteration 26Q: 3 clusters Score -3653045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3653044.750000 Penalty: 4918.438477
	Iteration 27F: 3 clusters Score -3653045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Entering Unmasked Estep 
Score: -7721709.500000 Penalty: 2640.519775
	Iteration 0F: 2 clusters Score -7721710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -7694145.500000 Penalty: 5281.039551
	Iteration 0F: 3 clusters Score -7694146 nChanged 19305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7704750.500000 Penalty: 5281.039551
	Iteration 1F: 3 clusters Score -7704750 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -7705344.000000 Penalty: 5281.039551
	Iteration 2Q: 3 clusters Score -7705344 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -7705910.500000 Penalty: 5281.039551
	Iteration 3Q: 3 clusters Score -7705910 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -7706387.500000 Penalty: 5281.039551
	Iteration 4Q: 3 clusters Score -7706388 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -7706922.500000 Penalty: 5281.039551
	Iteration 5Q: 3 clusters Score -7706922 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -7707445.000000 Penalty: 5281.039551
	Iteration 6Q: 3 clusters Score -7707445 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -7707996.000000 Penalty: 5281.039551
	Iteration 7Q: 3 clusters Score -7707996 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -7708584.000000 Penalty: 5281.039551
	Iteration 8Q: 3 clusters Score -7708584 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7709282.000000 Penalty: 5281.039551
	Iteration 9Q: 3 clusters Score -7709282 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -7710122.000000 Penalty: 5281.039551
	Iteration 10Q: 3 clusters Score -7710122 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -7711140.500000 Penalty: 5281.039551
	Iteration 11Q: 3 clusters Score -7711140 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -7712220.000000 Penalty: 5281.039551
	Iteration 12Q: 3 clusters Score -7712220 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -7713170.500000 Penalty: 5281.039551
	Iteration 13Q: 3 clusters Score -7713170 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7713726.000000 Penalty: 5281.039551
	Iteration 14Q: 3 clusters Score -7713726 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -7713996.000000 Penalty: 5281.039551
	Iteration 15Q: 3 clusters Score -7713996 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -7714100.500000 Penalty: 5281.039551
	Iteration 16Q: 3 clusters Score -7714100 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -7714160.500000 Penalty: 5281.039551
	Iteration 17Q: 3 clusters Score -7714160 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -7714197.500000 Penalty: 5281.039551
	Iteration 18Q: 3 clusters Score -7714198 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -7714258.000000 Penalty: 5281.039551
	Iteration 19Q: 3 clusters Score -7714258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -7714263.500000 Penalty: 5281.039551
	Iteration 20F: 3 clusters Score -7714264 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -7714288.500000 Penalty: 5281.039551
	Iteration 21Q: 3 clusters Score -7714288 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -7714330.500000 Penalty: 5281.039551
	Iteration 22Q: 3 clusters Score -7714330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -7714338.500000 Penalty: 5281.039551
	Iteration 23Q: 3 clusters Score -7714338 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -7714351.000000 Penalty: 5281.039551
	Iteration 24Q: 3 clusters Score -7714351 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -7714370.000000 Penalty: 5281.039551
	Iteration 25Q: 3 clusters Score -7714370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -7714392.000000 Penalty: 5281.039551
	Iteration 26Q: 3 clusters Score -7714392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -7714399.500000 Penalty: 5281.039551
	Iteration 27Q: 3 clusters Score -7714400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -7714423.500000 Penalty: 5281.039551
	Iteration 28Q: 3 clusters Score -7714424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -7714428.000000 Penalty: 5281.039551
	Iteration 29Q: 3 clusters Score -7714428 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -7714425.000000 Penalty: 5281.039551
	Iteration 30Q: 3 clusters Score -7714425 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -7714439.000000 Penalty: 5281.039551
	Iteration 31Q: 3 clusters Score -7714439 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -7714448.000000 Penalty: 5281.039551
	Iteration 32Q: 3 clusters Score -7714448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -7714458.000000 Penalty: 5281.039551
	Iteration 33Q: 3 clusters Score -7714458 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -7714482.500000 Penalty: 5281.039551
	Iteration 34Q: 3 clusters Score -7714482 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -7714496.500000 Penalty: 5281.039551
	Iteration 35Q: 3 clusters Score -7714496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -7714528.500000 Penalty: 5281.039551
	Iteration 36Q: 3 clusters Score -7714528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -7714563.000000 Penalty: 5281.039551
	Iteration 37Q: 3 clusters Score -7714563 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7714593.000000 Penalty: 5281.039551
	Iteration 38Q: 3 clusters Score -7714593 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -7714603.500000 Penalty: 5281.039551
	Iteration 39Q: 3 clusters Score -7714604 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -7714625.000000 Penalty: 5281.039551
	Iteration 40F: 3 clusters Score -7714625 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -7714621.500000 Penalty: 5281.039551
	Iteration 41Q: 3 clusters Score -7714622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -7714633.000000 Penalty: 5281.039551
	Iteration 42Q: 3 clusters Score -7714633 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -7714663.500000 Penalty: 5281.039551
	Iteration 43Q: 3 clusters Score -7714664 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -7714651.000000 Penalty: 5281.039551
	Iteration 44Q: 3 clusters Score -7714651 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -7714658.000000 Penalty: 5281.039551
	Iteration 45Q: 3 clusters Score -7714658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -7714670.000000 Penalty: 5281.039551
	Iteration 46Q: 3 clusters Score -7714670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -7714676.000000 Penalty: 5281.039551
	Iteration 47Q: 3 clusters Score -7714676 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -7714727.000000 Penalty: 5281.039551
	Iteration 48Q: 3 clusters Score -7714727 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -7714709.000000 Penalty: 5281.039551
	Iteration 49Q: 3 clusters Score -7714709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -7714725.500000 Penalty: 5281.039551
	Iteration 50Q: 3 clusters Score -7714726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -7714719.000000 Penalty: 5281.039551
	Iteration 51Q: 3 clusters Score -7714719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -7714718.500000 Penalty: 5281.039551
	Iteration 52Q: 3 clusters Score -7714718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -7714723.000000 Penalty: 5281.039551
	Iteration 53Q: 3 clusters Score -7714723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -7714750.000000 Penalty: 5281.039551
	Iteration 54Q: 3 clusters Score -7714750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -7714776.000000 Penalty: 5281.039551
	Iteration 55Q: 3 clusters Score -7714776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -7714792.500000 Penalty: 5281.039551
	Iteration 56Q: 3 clusters Score -7714792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -7714805.000000 Penalty: 5281.039551
	Iteration 57Q: 3 clusters Score -7714805 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -7714823.000000 Penalty: 5281.039551
	Iteration 58Q: 3 clusters Score -7714823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -7714829.000000 Penalty: 5281.039551
	Iteration 59Q: 3 clusters Score -7714829 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -7714857.500000 Penalty: 5281.039551
	Iteration 60F: 3 clusters Score -7714858 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -7714864.000000 Penalty: 5281.039551
	Iteration 61Q: 3 clusters Score -7714864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7714879.000000 Penalty: 5281.039551
	Iteration 62Q: 3 clusters Score -7714879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -7714887.500000 Penalty: 5281.039551
	Iteration 63Q: 3 clusters Score -7714888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -7714895.500000 Penalty: 5281.039551
	Iteration 64Q: 3 clusters Score -7714896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -7714906.000000 Penalty: 5281.039551
	Iteration 65Q: 3 clusters Score -7714906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -7714905.500000 Penalty: 5281.039551
	Iteration 66Q: 3 clusters Score -7714906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -7714903.500000 Penalty: 5281.039551
	Iteration 67Q: 3 clusters Score -7714904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -7714909.000000 Penalty: 5281.039551
	Iteration 68Q: 3 clusters Score -7714909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -7714916.500000 Penalty: 5281.039551
	Iteration 69Q: 3 clusters Score -7714916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -7714925.500000 Penalty: 5281.039551
	Iteration 70Q: 3 clusters Score -7714926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -7714920.000000 Penalty: 5281.039551
	Iteration 71Q: 3 clusters Score -7714920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -7714921.500000 Penalty: 5281.039551
	Iteration 72Q: 3 clusters Score -7714922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -7714922.500000 Penalty: 5281.039551
	Iteration 73Q: 3 clusters Score -7714922 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7714938 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7714972 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -7714986.500000 Penalty: 5281.039551
	Iteration 76Q: 3 clusters Score -7714986 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7714985 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7714994 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -7715004.000000 Penalty: 5281.039551
	Iteration 79Q: 3 clusters Score -7715004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -7715029.000000 Penalty: 5281.039551
	Iteration 80F: 3 clusters Score -7715029 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7715062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -7715070.500000 Penalty: 5281.039551
	Iteration 82Q: 3 clusters Score -7715070 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -7715078.500000 Penalty: 5281.039551
	Iteration 83Q: 3 clusters Score -7715078 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -7715114.000000 Penalty: 5281.039551
	Iteration 84Q: 3 clusters Score -7715114 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -7715127.000000 Penalty: 5281.039551
	Iteration 85Q: 3 clusters Score -7715127 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7715168 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -7715196.500000 Penalty: 5281.039551
	Iteration 87Q: 3 clusters Score -7715196 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -7715208.000000 Penalty: 5281.039551
	Iteration 88Q: 3 clusters Score -7715208 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -7715245.500000 Penalty: 5281.039551
	Iteration 89Q: 3 clusters Score -7715246 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -7715247.000000 Penalty: 5281.039551
	Iteration 90Q: 3 clusters Score -7715247 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -7715276.500000 Penalty: 5281.039551
	Iteration 91Q: 3 clusters Score -7715276 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -7715295.000000 Penalty: 5281.039551
	Iteration 92Q: 3 clusters Score -7715295 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -7715291.500000 Penalty: 5281.039551
	Iteration 93Q: 3 clusters Score -7715292 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -7715325.000000 Penalty: 5281.039551
	Iteration 94Q: 3 clusters Score -7715325 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -7715361.500000 Penalty: 5281.039551
	Iteration 95Q: 3 clusters Score -7715362 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -7715397.500000 Penalty: 5281.039551
	Iteration 96Q: 3 clusters Score -7715398 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -7715412.000000 Penalty: 5281.039551
	Iteration 97Q: 3 clusters Score -7715412 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -7715459.000000 Penalty: 5281.039551
	Iteration 98Q: 3 clusters Score -7715459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -7715493.500000 Penalty: 5281.039551
	Iteration 99Q: 3 clusters Score -7715494 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -7715537.500000 Penalty: 5281.039551
	Iteration 100F: 3 clusters Score -7715538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -7715554.500000 Penalty: 5281.039551
	Iteration 101Q: 3 clusters Score -7715554 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7715590 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7715615 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -7715655.500000 Penalty: 5281.039551
	Iteration 104Q: 3 clusters Score -7715656 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -7715682.000000 Penalty: 5281.039551
	Iteration 105Q: 3 clusters Score -7715682 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -7715724.500000 Penalty: 5281.039551
	Iteration 106Q: 3 clusters Score -7715724 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7715775 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7715807 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -7715826.500000 Penalty: 5281.039551
	Iteration 109Q: 3 clusters Score -7715826 nChanged 264
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Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7715864 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -7715919.000000 Penalty: 5281.039551
	Iteration 111Q: 3 clusters Score -7715919 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7715966 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7716026 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -7716082.500000 Penalty: 5281.039551
	Iteration 114Q: 3 clusters Score -7716082 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -7716170.500000 Penalty: 5281.039551
	Iteration 115Q: 3 clusters Score -7716170 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7716219.000000 Penalty: 5281.039551
	Iteration 116Q: 3 clusters Score -7716219 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -7716287.500000 Penalty: 5281.039551
	Iteration 117Q: 3 clusters Score -7716288 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -7716370.000000 Penalty: 5281.039551
	Iteration 118Q: 3 clusters Score -7716370 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7716457 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -7716543.500000 Penalty: 5281.039551
	Iteration 120F: 3 clusters Score -7716544 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7716660 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7716772 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -7716872.500000 Penalty: 5281.039551
	Iteration 123Q: 3 clusters Score -7716872 nChanged 426
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Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7717000 nChanged 409
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Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7717095 nChanged 396
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Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7717216 nChanged 399
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Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -7717383.000000 Penalty: 5281.039551
	Iteration 127Q: 3 clusters Score -7717383 nChanged 403
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Mstep: Class 1 contains 36590 members 
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Entering Unmasked Estep 
Score: -7717517.000000 Penalty: 5281.039551
	Iteration 128Q: 3 clusters Score -7717517 nChanged 400
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Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -7717671.000000 Penalty: 5281.039551
	Iteration 129Q: 3 clusters Score -7717671 nChanged 392
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Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7717760 nChanged 355
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Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7717876 nChanged 339
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Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -7718019.500000 Penalty: 5281.039551
	Iteration 132Q: 3 clusters Score -7718020 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -7718122.500000 Penalty: 5281.039551
	Iteration 133Q: 3 clusters Score -7718122 nChanged 287
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Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7718232.500000 Penalty: 5281.039551
	Iteration 134Q: 3 clusters Score -7718232 nChanged 287
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Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7718342.500000 Penalty: 5281.039551
	Iteration 135Q: 3 clusters Score -7718342 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7718463.000000 Penalty: 5281.039551
	Iteration 136Q: 3 clusters Score -7718463 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7718537.500000 Penalty: 5281.039551
	Iteration 137Q: 3 clusters Score -7718538 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7718589.500000 Penalty: 5281.039551
	Iteration 138Q: 3 clusters Score -7718590 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7718698.500000 Penalty: 5281.039551
	Iteration 139Q: 3 clusters Score -7718698 nChanged 168
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Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7718760 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7718861.500000 Penalty: 5281.039551
	Iteration 141Q: 3 clusters Score -7718862 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7718931.000000 Penalty: 5281.039551
	Iteration 142Q: 3 clusters Score -7718931 nChanged 133
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Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7718972.000000 Penalty: 5281.039551
	Iteration 143Q: 3 clusters Score -7718972 nChanged 105
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Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7719020.000000 Penalty: 5281.039551
	Iteration 144Q: 3 clusters Score -7719020 nChanged 110
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Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7719090 nChanged 107
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Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7719144.000000 Penalty: 5281.039551
	Iteration 146Q: 3 clusters Score -7719144 nChanged 83
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Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7719155.500000 Penalty: 5281.039551
	Iteration 147Q: 3 clusters Score -7719156 nChanged 78
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Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7719206.500000 Penalty: 5281.039551
	Iteration 148Q: 3 clusters Score -7719206 nChanged 77
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Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7719236.000000 Penalty: 5281.039551
	Iteration 149Q: 3 clusters Score -7719236 nChanged 61
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Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7719268.000000 Penalty: 5281.039551
	Iteration 150Q: 3 clusters Score -7719268 nChanged 53
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Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7719309.000000 Penalty: 5281.039551
	Iteration 151Q: 3 clusters Score -7719309 nChanged 35
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Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7719320.000000 Penalty: 5281.039551
	Iteration 152Q: 3 clusters Score -7719320 nChanged 24
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Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7719329.000000 Penalty: 5281.039551
	Iteration 153Q: 3 clusters Score -7719329 nChanged 26
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Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7719342.000000 Penalty: 5281.039551
	Iteration 154Q: 3 clusters Score -7719342 nChanged 21
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Mstep: Class 1 contains 41163 members 
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Entering Unmasked Estep 
Score: -7719364.500000 Penalty: 5281.039551
	Iteration 155Q: 3 clusters Score -7719364 nChanged 15
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Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7719358.000000 Penalty: 5281.039551
	Iteration 156Q: 3 clusters Score -7719358 nChanged 14
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Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7719359.000000 Penalty: 5281.039551
	Iteration 157Q: 3 clusters Score -7719359 nChanged 10
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Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7719367.500000 Penalty: 5281.039551
	Iteration 158Q: 3 clusters Score -7719368 nChanged 11
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Mstep: Class 1 contains 41209 members 
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Entering Unmasked Estep 
Score: -7719370.500000 Penalty: 5281.039551
	Iteration 159Q: 3 clusters Score -7719370 nChanged 5
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Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7719378.500000 Penalty: 5281.039551
	Iteration 160F: 3 clusters Score -7719378 nChanged 3
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Mstep: Class 1 contains 41217 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7719374 nChanged 1
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Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7719375.500000 Penalty: 5281.039551
	Iteration 162Q: 3 clusters Score -7719376 nChanged 4
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Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7719379.000000 Penalty: 5281.039551
	Iteration 163Q: 3 clusters Score -7719379 nChanged 9
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Entering Unmasked Estep 
Score: -7719383.500000 Penalty: 5281.039551
	Iteration 164Q: 3 clusters Score -7719384 nChanged 11
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Entering Unmasked Estep 
Score: -7719388.000000 Penalty: 5281.039551
	Iteration 165Q: 3 clusters Score -7719388 nChanged 12
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Entering Unmasked Estep 
Score: -7719393.000000 Penalty: 5281.039551
	Iteration 166Q: 3 clusters Score -7719393 nChanged 12
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Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7719397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7719395.500000 Penalty: 5281.039551
	Iteration 168Q: 3 clusters Score -7719396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7719399.500000 Penalty: 5281.039551
	Iteration 169Q: 3 clusters Score -7719400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7719407.500000 Penalty: 5281.039551
	Iteration 170Q: 3 clusters Score -7719408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7719408.500000 Penalty: 5281.039551
	Iteration 171Q: 3 clusters Score -7719408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7719415.500000 Penalty: 5281.039551
	Iteration 172Q: 3 clusters Score -7719416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7719413.500000 Penalty: 5281.039551
	Iteration 173Q: 3 clusters Score -7719414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7719418.500000 Penalty: 5281.039551
	Iteration 174Q: 3 clusters Score -7719418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7719417.000000 Penalty: 5281.039551
	Iteration 175Q: 3 clusters Score -7719417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7719415.500000 Penalty: 5281.039551
	Iteration 176Q: 3 clusters Score -7719416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7719420.500000 Penalty: 5281.039551
	Iteration 177Q: 3 clusters Score -7719420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7719417.500000 Penalty: 5281.039551
	Iteration 178Q: 3 clusters Score -7719418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7719424.000000 Penalty: 5281.039551
	Iteration 179Q: 3 clusters Score -7719424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7719424.000000 Penalty: 5281.039551
	Iteration 180F: 3 clusters Score -7719424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Entering Unmasked Estep 
Score: -2704224.500000 Penalty: 2400.306396
	Iteration 0F: 2 clusters Score -2704224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2692682.750000 Penalty: 4800.612793
	Iteration 0F: 3 clusters Score -2692683 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2696910.500000 Penalty: 4800.612793
	Iteration 1F: 3 clusters Score -2696910 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2698034.750000 Penalty: 4800.612793
	Iteration 2F: 3 clusters Score -2698035 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2699191.250000 Penalty: 4800.612793
	Iteration 3F: 3 clusters Score -2699191 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2700194.750000 Penalty: 4800.612793
	Iteration 4F: 3 clusters Score -2700195 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2700914.750000 Penalty: 4800.612793
	Iteration 5F: 3 clusters Score -2700915 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2701435.000000 Penalty: 4800.612793
	Iteration 6F: 3 clusters Score -2701435 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2701803.250000 Penalty: 4800.612793
	Iteration 7Q: 3 clusters Score -2701803 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2702081.250000 Penalty: 4800.612793
	Iteration 8Q: 3 clusters Score -2702081 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2702283.750000 Penalty: 4800.612793
	Iteration 9Q: 3 clusters Score -2702284 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2702441.000000 Penalty: 4800.612793
	Iteration 10Q: 3 clusters Score -2702441 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2702576.000000 Penalty: 4800.612793
	Iteration 11Q: 3 clusters Score -2702576 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2702690.750000 Penalty: 4800.612793
	Iteration 12Q: 3 clusters Score -2702691 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2702781.750000 Penalty: 4800.612793
	Iteration 13Q: 3 clusters Score -2702782 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2702882.500000 Penalty: 4800.612793
	Iteration 14Q: 3 clusters Score -2702882 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2702967.000000 Penalty: 4800.612793
	Iteration 15Q: 3 clusters Score -2702967 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2703039.000000 Penalty: 4800.612793
	Iteration 16Q: 3 clusters Score -2703039 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2703109.750000 Penalty: 4800.612793
	Iteration 17Q: 3 clusters Score -2703110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2703157.250000 Penalty: 4800.612793
	Iteration 18Q: 3 clusters Score -2703157 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2703222.500000 Penalty: 4800.612793
	Iteration 19Q: 3 clusters Score -2703222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2703290.750000 Penalty: 4800.612793
	Iteration 20F: 3 clusters Score -2703291 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2703393.000000 Penalty: 4800.612793
	Iteration 21Q: 3 clusters Score -2703393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2703501.000000 Penalty: 4800.612793
	Iteration 22Q: 3 clusters Score -2703501 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2703607.500000 Penalty: 4800.612793
	Iteration 23Q: 3 clusters Score -2703608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2703687.750000 Penalty: 4800.612793
	Iteration 24Q: 3 clusters Score -2703688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2703741.500000 Penalty: 4800.612793
	Iteration 25Q: 3 clusters Score -2703742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2703802.250000 Penalty: 4800.612793
	Iteration 26Q: 3 clusters Score -2703802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2703840.500000 Penalty: 4800.612793
	Iteration 27Q: 3 clusters Score -2703840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2703883.750000 Penalty: 4800.612793
	Iteration 28Q: 3 clusters Score -2703884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2703926.000000 Penalty: 4800.612793
	Iteration 29Q: 3 clusters Score -2703926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2703963.750000 Penalty: 4800.612793
	Iteration 30Q: 3 clusters Score -2703964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2704011.250000 Penalty: 4800.612793
	Iteration 31Q: 3 clusters Score -2704011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2704068.500000 Penalty: 4800.612793
	Iteration 32Q: 3 clusters Score -2704068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2704114.000000 Penalty: 4800.612793
	Iteration 33Q: 3 clusters Score -2704114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2704139.750000 Penalty: 4800.612793
	Iteration 34Q: 3 clusters Score -2704140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2704148.750000 Penalty: 4800.612793
	Iteration 35Q: 3 clusters Score -2704149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2704165.250000 Penalty: 4800.612793
	Iteration 36Q: 3 clusters Score -2704165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2704164.250000 Penalty: 4800.612793
	Iteration 37Q: 3 clusters Score -2704164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2704165.500000 Penalty: 4800.612793
	Iteration 38Q: 3 clusters Score -2704166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2704164.750000 Penalty: 4800.612793
	Iteration 39Q: 3 clusters Score -2704165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2704167.000000 Penalty: 4800.612793
	Iteration 40F: 3 clusters Score -2704167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2704170.250000 Penalty: 4800.612793
	Iteration 41Q: 3 clusters Score -2704170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2704172.750000 Penalty: 4800.612793
	Iteration 42Q: 3 clusters Score -2704173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2704173.750000 Penalty: 4800.612793
	Iteration 43Q: 3 clusters Score -2704174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2704173.750000 Penalty: 4800.612793
	Iteration 44F: 3 clusters Score -2704174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Entering Unmasked Estep 
Score: -8691960.000000 Penalty: 2675.863770
	Iteration 0F: 2 clusters Score -8691960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -8661839.000000 Penalty: 5351.727539
	Iteration 0F: 3 clusters Score -8661839 nChanged 22419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -8673999.000000 Penalty: 5351.727539
	Iteration 1F: 3 clusters Score -8673999 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -8674429.000000 Penalty: 5351.727539
	Iteration 2Q: 3 clusters Score -8674429 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -8674809.000000 Penalty: 5351.727539
	Iteration 3Q: 3 clusters Score -8674809 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8675224.000000 Penalty: 5351.727539
	Iteration 4Q: 3 clusters Score -8675224 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8675647.000000 Penalty: 5351.727539
	Iteration 5Q: 3 clusters Score -8675647 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -8676060.000000 Penalty: 5351.727539
	Iteration 6Q: 3 clusters Score -8676060 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -8676643.000000 Penalty: 5351.727539
	Iteration 7Q: 3 clusters Score -8676643 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -8677467.000000 Penalty: 5351.727539
	Iteration 8Q: 3 clusters Score -8677467 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8678655.000000 Penalty: 5351.727539
	Iteration 9Q: 3 clusters Score -8678655 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8680276.000000 Penalty: 5351.727539
	Iteration 10Q: 3 clusters Score -8680276 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -8681993.000000 Penalty: 5351.727539
	Iteration 11F: 3 clusters Score -8681993 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -8683849.000000 Penalty: 5351.727539
	Iteration 12F: 3 clusters Score -8683849 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -8685291.000000 Penalty: 5351.727539
	Iteration 13Q: 3 clusters Score -8685291 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -8686228.000000 Penalty: 5351.727539
	Iteration 14Q: 3 clusters Score -8686228 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -8686843.000000 Penalty: 5351.727539
	Iteration 15Q: 3 clusters Score -8686843 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -8687173.000000 Penalty: 5351.727539
	Iteration 16Q: 3 clusters Score -8687173 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -8687422.000000 Penalty: 5351.727539
	Iteration 17Q: 3 clusters Score -8687422 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -8687691.000000 Penalty: 5351.727539
	Iteration 18Q: 3 clusters Score -8687691 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8687931.000000 Penalty: 5351.727539
	Iteration 19Q: 3 clusters Score -8687931 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8688108.000000 Penalty: 5351.727539
	Iteration 20F: 3 clusters Score -8688108 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8688226.000000 Penalty: 5351.727539
	Iteration 21Q: 3 clusters Score -8688226 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -8688353.000000 Penalty: 5351.727539
	Iteration 22Q: 3 clusters Score -8688353 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -8688425.000000 Penalty: 5351.727539
	Iteration 23Q: 3 clusters Score -8688425 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -8688544.000000 Penalty: 5351.727539
	Iteration 24Q: 3 clusters Score -8688544 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8688627.000000 Penalty: 5351.727539
	Iteration 25Q: 3 clusters Score -8688627 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8688719.000000 Penalty: 5351.727539
	Iteration 26Q: 3 clusters Score -8688719 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8688822.000000 Penalty: 5351.727539
	Iteration 27Q: 3 clusters Score -8688822 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8688914.000000 Penalty: 5351.727539
	Iteration 28Q: 3 clusters Score -8688914 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8688989.000000 Penalty: 5351.727539
	Iteration 29Q: 3 clusters Score -8688989 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8689050.000000 Penalty: 5351.727539
	Iteration 30Q: 3 clusters Score -8689050 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8689103.000000 Penalty: 5351.727539
	Iteration 31Q: 3 clusters Score -8689103 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8689146.000000 Penalty: 5351.727539
	Iteration 32Q: 3 clusters Score -8689146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8689221.000000 Penalty: 5351.727539
	Iteration 33Q: 3 clusters Score -8689221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8689283.000000 Penalty: 5351.727539
	Iteration 34Q: 3 clusters Score -8689283 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8689298.000000 Penalty: 5351.727539
	Iteration 35Q: 3 clusters Score -8689298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8689333.000000 Penalty: 5351.727539
	Iteration 36Q: 3 clusters Score -8689333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8689393.000000 Penalty: 5351.727539
	Iteration 37Q: 3 clusters Score -8689393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8689437.000000 Penalty: 5351.727539
	Iteration 38Q: 3 clusters Score -8689437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8689494.000000 Penalty: 5351.727539
	Iteration 39Q: 3 clusters Score -8689494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8689510.000000 Penalty: 5351.727539
	Iteration 40F: 3 clusters Score -8689510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8689530.000000 Penalty: 5351.727539
	Iteration 41Q: 3 clusters Score -8689530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8689550.000000 Penalty: 5351.727539
	Iteration 42Q: 3 clusters Score -8689550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8689570.000000 Penalty: 5351.727539
	Iteration 43Q: 3 clusters Score -8689570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8689580.000000 Penalty: 5351.727539
	Iteration 44Q: 3 clusters Score -8689580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8689614.000000 Penalty: 5351.727539
	Iteration 45Q: 3 clusters Score -8689614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8689644.000000 Penalty: 5351.727539
	Iteration 46Q: 3 clusters Score -8689644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8689644.000000 Penalty: 5351.727539
	Iteration 47Q: 3 clusters Score -8689644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8689639.000000 Penalty: 5351.727539
	Iteration 48Q: 3 clusters Score -8689639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8689651.000000 Penalty: 5351.727539
	Iteration 49Q: 3 clusters Score -8689651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8689653.000000 Penalty: 5351.727539
	Iteration 50Q: 3 clusters Score -8689653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8689673.000000 Penalty: 5351.727539
	Iteration 51Q: 3 clusters Score -8689673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8689679.000000 Penalty: 5351.727539
	Iteration 52Q: 3 clusters Score -8689679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8689679.000000 Penalty: 5351.727539
	Iteration 53Q: 3 clusters Score -8689679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8689695.000000 Penalty: 5351.727539
	Iteration 54Q: 3 clusters Score -8689695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8689701.000000 Penalty: 5351.727539
	Iteration 55Q: 3 clusters Score -8689701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8689700.000000 Penalty: 5351.727539
	Iteration 56Q: 3 clusters Score -8689700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8689706.000000 Penalty: 5351.727539
	Iteration 57Q: 3 clusters Score -8689706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8689714.000000 Penalty: 5351.727539
	Iteration 58Q: 3 clusters Score -8689714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8689707.000000 Penalty: 5351.727539
	Iteration 59Q: 3 clusters Score -8689707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8689713.000000 Penalty: 5351.727539
	Iteration 60F: 3 clusters Score -8689713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8689718.000000 Penalty: 5351.727539
	Iteration 61Q: 3 clusters Score -8689718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8689725.000000 Penalty: 5351.727539
	Iteration 62Q: 3 clusters Score -8689725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8689729.000000 Penalty: 5351.727539
	Iteration 63Q: 3 clusters Score -8689729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8689727.000000 Penalty: 5351.727539
	Iteration 64Q: 3 clusters Score -8689727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8689723.000000 Penalty: 5351.727539
	Iteration 65Q: 3 clusters Score -8689723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8689730.000000 Penalty: 5351.727539
	Iteration 66Q: 3 clusters Score -8689730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8689728.000000 Penalty: 5351.727539
	Iteration 67Q: 3 clusters Score -8689728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8689731.000000 Penalty: 5351.727539
	Iteration 68Q: 3 clusters Score -8689731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8689735.000000 Penalty: 5351.727539
	Iteration 69Q: 3 clusters Score -8689735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8689735.000000 Penalty: 5351.727539
	Iteration 70Q: 3 clusters Score -8689735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8689737.000000 Penalty: 5351.727539
	Iteration 71Q: 3 clusters Score -8689737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8689742.000000 Penalty: 5351.727539
	Iteration 72Q: 3 clusters Score -8689742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8689742.000000 Penalty: 5351.727539
	Iteration 73Q: 3 clusters Score -8689742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8689750.000000 Penalty: 5351.727539
	Iteration 74Q: 3 clusters Score -8689750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8689744.000000 Penalty: 5351.727539
	Iteration 75Q: 3 clusters Score -8689744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8689745.000000 Penalty: 5351.727539
	Iteration 76Q: 3 clusters Score -8689745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8689746.000000 Penalty: 5351.727539
	Iteration 77Q: 3 clusters Score -8689746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8689746.000000 Penalty: 5351.727539
	Iteration 78F: 3 clusters Score -8689746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Entering Unmasked Estep 
Score: -9157111.000000 Penalty: 2689.230469
	Iteration 0F: 2 clusters Score -9157111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -9124712.000000 Penalty: 5378.460938
	Iteration 0F: 3 clusters Score -9124712 nChanged 23769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -9137504.000000 Penalty: 5378.460938
	Iteration 1F: 3 clusters Score -9137504 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -9138378.000000 Penalty: 5378.460938
	Iteration 2Q: 3 clusters Score -9138378 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -9139603.000000 Penalty: 5378.460938
	Iteration 3F: 3 clusters Score -9139603 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -9141265.000000 Penalty: 5378.460938
	Iteration 4F: 3 clusters Score -9141265 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -9143534.000000 Penalty: 5378.460938
	Iteration 5F: 3 clusters Score -9143534 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -9146284.000000 Penalty: 5378.460938
	Iteration 6F: 3 clusters Score -9146284 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -9149123.000000 Penalty: 5378.460938
	Iteration 7F: 3 clusters Score -9149123 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -9151383.000000 Penalty: 5378.460938
	Iteration 8F: 3 clusters Score -9151383 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -9152879.000000 Penalty: 5378.460938
	Iteration 9Q: 3 clusters Score -9152879 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -9153831.000000 Penalty: 5378.460938
	Iteration 10Q: 3 clusters Score -9153831 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -9154420.000000 Penalty: 5378.460938
	Iteration 11Q: 3 clusters Score -9154420 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -9154731.000000 Penalty: 5378.460938
	Iteration 12Q: 3 clusters Score -9154731 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -9154891.000000 Penalty: 5378.460938
	Iteration 13Q: 3 clusters Score -9154891 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -9155014.000000 Penalty: 5378.460938
	Iteration 14Q: 3 clusters Score -9155014 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9155116.000000 Penalty: 5378.460938
	Iteration 15Q: 3 clusters Score -9155116 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -9155211.000000 Penalty: 5378.460938
	Iteration 16Q: 3 clusters Score -9155211 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -9155283.000000 Penalty: 5378.460938
	Iteration 17Q: 3 clusters Score -9155283 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -9155353.000000 Penalty: 5378.460938
	Iteration 18Q: 3 clusters Score -9155353 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -9155369.000000 Penalty: 5378.460938
	Iteration 19Q: 3 clusters Score -9155369 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -9155383.000000 Penalty: 5378.460938
	Iteration 20F: 3 clusters Score -9155383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -9155439.000000 Penalty: 5378.460938
	Iteration 21Q: 3 clusters Score -9155439 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -9155416.000000 Penalty: 5378.460938
	Iteration 22Q: 3 clusters Score -9155416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -9155442.000000 Penalty: 5378.460938
	Iteration 23Q: 3 clusters Score -9155442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -9155433.000000 Penalty: 5378.460938
	Iteration 24Q: 3 clusters Score -9155433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -9155449.000000 Penalty: 5378.460938
	Iteration 25Q: 3 clusters Score -9155449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -9155438.000000 Penalty: 5378.460938
	Iteration 26Q: 3 clusters Score -9155438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -9155439.000000 Penalty: 5378.460938
	Iteration 27Q: 3 clusters Score -9155439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -9155464.000000 Penalty: 5378.460938
	Iteration 28Q: 3 clusters Score -9155464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -9155461.000000 Penalty: 5378.460938
	Iteration 29Q: 3 clusters Score -9155461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -9155433.000000 Penalty: 5378.460938
	Iteration 30Q: 3 clusters Score -9155433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -9155440.000000 Penalty: 5378.460938
	Iteration 31Q: 3 clusters Score -9155440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -9155454.000000 Penalty: 5378.460938
	Iteration 32Q: 3 clusters Score -9155454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9155465.000000 Penalty: 5378.460938
	Iteration 33Q: 3 clusters Score -9155465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9155470.000000 Penalty: 5378.460938
	Iteration 34Q: 3 clusters Score -9155470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -9155454.000000 Penalty: 5378.460938
	Iteration 35Q: 3 clusters Score -9155454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -9155472.000000 Penalty: 5378.460938
	Iteration 36Q: 3 clusters Score -9155472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -9155487.000000 Penalty: 5378.460938
	Iteration 37Q: 3 clusters Score -9155487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -9155485.000000 Penalty: 5378.460938
	Iteration 38Q: 3 clusters Score -9155485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -9155478.000000 Penalty: 5378.460938
	Iteration 39Q: 3 clusters Score -9155478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -9155480.000000 Penalty: 5378.460938
	Iteration 40F: 3 clusters Score -9155480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -9155481.000000 Penalty: 5378.460938
	Iteration 41Q: 3 clusters Score -9155481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -9155474.000000 Penalty: 5378.460938
	Iteration 42Q: 3 clusters Score -9155474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -9155480.000000 Penalty: 5378.460938
	Iteration 43Q: 3 clusters Score -9155480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -9155482.000000 Penalty: 5378.460938
	Iteration 44Q: 3 clusters Score -9155482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -9155477.000000 Penalty: 5378.460938
	Iteration 45Q: 3 clusters Score -9155477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -9155476.000000 Penalty: 5378.460938
	Iteration 46Q: 3 clusters Score -9155476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -9155474.000000 Penalty: 5378.460938
	Iteration 47Q: 3 clusters Score -9155474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -9155468.000000 Penalty: 5378.460938
	Iteration 48Q: 3 clusters Score -9155468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -9155481.000000 Penalty: 5378.460938
	Iteration 49Q: 3 clusters Score -9155481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -9155478.000000 Penalty: 5378.460938
	Iteration 50Q: 3 clusters Score -9155478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -9155478.000000 Penalty: 5378.460938
	Iteration 51F: 3 clusters Score -9155478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 239 members 
Entering Unmasked Estep 
Score: -40984.832031 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -40984.83 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41289.230469 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41289.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41483.171875 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -41483.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41679.402344 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -41679.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41857.937500 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -41857.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42113.902344 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -42113.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42206.500000 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42288.238281 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -42288.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42335.667969 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -42335.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42358.382812 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -42358.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42365.015625 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -42365.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42368.140625 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -42368.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42371.343750 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -42371.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42379.292969 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -42379.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42388.484375 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -42388.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42392.062500 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -42392.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42404.992188 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -42404.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42412.660156 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -42412.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42417.664062 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -42417.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42423.871094 Penalty: 3080.457520
	Iteration 19F: 3 clusters Score -42423.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42460.804688 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -42460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42538.484375 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -42538.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42578.800781 Penalty: 3080.457520
	Iteration 22Q: 3 clusters Score -42578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42578.800781 Penalty: 3080.457520
	Iteration 23F: 3 clusters Score -42578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16915 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37690 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22072 members 
Mstep: Class 13 contains 43531 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 34985 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 48522 members 
Mstep: Class 23 contains 51209 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 44800 members 
Mstep: Class 26 contains 19948 members 
Mstep: Class 27 contains 40064 members 
Mstep: Class 28 contains 41634 members 
Mstep: Class 29 contains 48766 members 
Mstep: Class 30 contains 49805 members 
Mstep: Class 31 contains 24091 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28814 members 
Mstep: Class 34 contains 68486 members 
Mstep: Class 35 contains 37763 members 
Mstep: Class 36 contains 41474 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43831 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56843 members 
Mstep: Class 41 contains 147 members 
Entering Unmasked Estep 
Score: -196423936.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196425168.000000 to -196423936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Entering Unmasked Estep 
Score: -8106221.500000 Penalty: 2656.071045
	Iteration 0F: 2 clusters Score -8106222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8077215.000000 Penalty: 5312.142090
	Iteration 0F: 3 clusters Score -8077215 nChanged 20383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -8088319.500000 Penalty: 5312.142090
	Iteration 1F: 3 clusters Score -8088320 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -8088763.500000 Penalty: 5312.142090
	Iteration 2Q: 3 clusters Score -8088764 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -8089162.000000 Penalty: 5312.142090
	Iteration 3Q: 3 clusters Score -8089162 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -8089600.500000 Penalty: 5312.142090
	Iteration 4Q: 3 clusters Score -8089600 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -8089963.000000 Penalty: 5312.142090
	Iteration 5Q: 3 clusters Score -8089963 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -8090406.500000 Penalty: 5312.142090
	Iteration 6Q: 3 clusters Score -8090406 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -8090938.500000 Penalty: 5312.142090
	Iteration 7Q: 3 clusters Score -8090938 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -8091572.000000 Penalty: 5312.142090
	Iteration 8Q: 3 clusters Score -8091572 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -8092370.500000 Penalty: 5312.142090
	Iteration 9Q: 3 clusters Score -8092370 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -8093466.000000 Penalty: 5312.142090
	Iteration 10Q: 3 clusters Score -8093466 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -8094903.000000 Penalty: 5312.142090
	Iteration 11F: 3 clusters Score -8094903 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -8096382.500000 Penalty: 5312.142090
	Iteration 12F: 3 clusters Score -8096382 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -8097436.500000 Penalty: 5312.142090
	Iteration 13Q: 3 clusters Score -8097436 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -8097936.000000 Penalty: 5312.142090
	Iteration 14Q: 3 clusters Score -8097936 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -8098130.000000 Penalty: 5312.142090
	Iteration 15Q: 3 clusters Score -8098130 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -8098212.000000 Penalty: 5312.142090
	Iteration 16Q: 3 clusters Score -8098212 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -8098310.000000 Penalty: 5312.142090
	Iteration 17Q: 3 clusters Score -8098310 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -8098364.000000 Penalty: 5312.142090
	Iteration 18Q: 3 clusters Score -8098364 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -8098443.000000 Penalty: 5312.142090
	Iteration 19Q: 3 clusters Score -8098443 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -8098492.000000 Penalty: 5312.142090
	Iteration 20F: 3 clusters Score -8098492 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -8098547.500000 Penalty: 5312.142090
	Iteration 21Q: 3 clusters Score -8098548 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -8098614.000000 Penalty: 5312.142090
	Iteration 22Q: 3 clusters Score -8098614 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -8098672.500000 Penalty: 5312.142090
	Iteration 23Q: 3 clusters Score -8098672 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -8098775.500000 Penalty: 5312.142090
	Iteration 24Q: 3 clusters Score -8098776 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -8098820.500000 Penalty: 5312.142090
	Iteration 25Q: 3 clusters Score -8098820 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -8098897.500000 Penalty: 5312.142090
	Iteration 26Q: 3 clusters Score -8098898 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -8098981.000000 Penalty: 5312.142090
	Iteration 27Q: 3 clusters Score -8098981 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -8099023.000000 Penalty: 5312.142090
	Iteration 28Q: 3 clusters Score -8099023 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -8099101.500000 Penalty: 5312.142090
	Iteration 29Q: 3 clusters Score -8099102 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -8099156.000000 Penalty: 5312.142090
	Iteration 30Q: 3 clusters Score -8099156 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -8099221.000000 Penalty: 5312.142090
	Iteration 31Q: 3 clusters Score -8099221 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -8099311.000000 Penalty: 5312.142090
	Iteration 32Q: 3 clusters Score -8099311 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -8099412.000000 Penalty: 5312.142090
	Iteration 33Q: 3 clusters Score -8099412 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -8099506.000000 Penalty: 5312.142090
	Iteration 34Q: 3 clusters Score -8099506 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -8099575.500000 Penalty: 5312.142090
	Iteration 35Q: 3 clusters Score -8099576 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8099628.500000 Penalty: 5312.142090
	Iteration 36Q: 3 clusters Score -8099628 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -8099709.000000 Penalty: 5312.142090
	Iteration 37Q: 3 clusters Score -8099709 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -8099822.000000 Penalty: 5312.142090
	Iteration 38Q: 3 clusters Score -8099822 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -8099918.000000 Penalty: 5312.142090
	Iteration 39Q: 3 clusters Score -8099918 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8099993.500000 Penalty: 5312.142090
	Iteration 40F: 3 clusters Score -8099994 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -8100045.500000 Penalty: 5312.142090
	Iteration 41Q: 3 clusters Score -8100046 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -8100153.000000 Penalty: 5312.142090
	Iteration 42Q: 3 clusters Score -8100153 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -8100271.500000 Penalty: 5312.142090
	Iteration 43Q: 3 clusters Score -8100272 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -8100365.000000 Penalty: 5312.142090
	Iteration 44Q: 3 clusters Score -8100365 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -8100516.500000 Penalty: 5312.142090
	Iteration 45Q: 3 clusters Score -8100516 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -8100627.000000 Penalty: 5312.142090
	Iteration 46Q: 3 clusters Score -8100627 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -8100746.500000 Penalty: 5312.142090
	Iteration 47Q: 3 clusters Score -8100746 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -8100868.000000 Penalty: 5312.142090
	Iteration 48Q: 3 clusters Score -8100868 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -8100989.500000 Penalty: 5312.142090
	Iteration 49Q: 3 clusters Score -8100990 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -8101153.000000 Penalty: 5312.142090
	Iteration 50Q: 3 clusters Score -8101153 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -8101285.000000 Penalty: 5312.142090
	Iteration 51Q: 3 clusters Score -8101285 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -8101431.500000 Penalty: 5312.142090
	Iteration 52Q: 3 clusters Score -8101432 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8101552.500000 Penalty: 5312.142090
	Iteration 53Q: 3 clusters Score -8101552 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -8101688.500000 Penalty: 5312.142090
	Iteration 54Q: 3 clusters Score -8101688 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -8101847.500000 Penalty: 5312.142090
	Iteration 55Q: 3 clusters Score -8101848 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8102014.000000 Penalty: 5312.142090
	Iteration 56Q: 3 clusters Score -8102014 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -8102137.500000 Penalty: 5312.142090
	Iteration 57Q: 3 clusters Score -8102138 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8102310.000000 Penalty: 5312.142090
	Iteration 58Q: 3 clusters Score -8102310 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -8102478.000000 Penalty: 5312.142090
	Iteration 59Q: 3 clusters Score -8102478 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8102687.000000 Penalty: 5312.142090
	Iteration 60F: 3 clusters Score -8102687 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8102875.000000 Penalty: 5312.142090
	Iteration 61Q: 3 clusters Score -8102875 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8103076.500000 Penalty: 5312.142090
	Iteration 62Q: 3 clusters Score -8103076 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8103252.000000 Penalty: 5312.142090
	Iteration 63Q: 3 clusters Score -8103252 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8103391.000000 Penalty: 5312.142090
	Iteration 64Q: 3 clusters Score -8103391 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8103498.000000 Penalty: 5312.142090
	Iteration 65Q: 3 clusters Score -8103498 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8103590.500000 Penalty: 5312.142090
	Iteration 66Q: 3 clusters Score -8103590 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8103684.500000 Penalty: 5312.142090
	Iteration 67Q: 3 clusters Score -8103684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8103736.000000 Penalty: 5312.142090
	Iteration 68Q: 3 clusters Score -8103736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8103794.000000 Penalty: 5312.142090
	Iteration 69Q: 3 clusters Score -8103794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8103826.500000 Penalty: 5312.142090
	Iteration 70Q: 3 clusters Score -8103826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8103871.500000 Penalty: 5312.142090
	Iteration 71Q: 3 clusters Score -8103872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8103895.000000 Penalty: 5312.142090
	Iteration 72Q: 3 clusters Score -8103895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8103911.500000 Penalty: 5312.142090
	Iteration 73Q: 3 clusters Score -8103912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8103939.500000 Penalty: 5312.142090
	Iteration 74Q: 3 clusters Score -8103940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8103955.000000 Penalty: 5312.142090
	Iteration 75Q: 3 clusters Score -8103955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8103980.500000 Penalty: 5312.142090
	Iteration 76Q: 3 clusters Score -8103980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8103990.500000 Penalty: 5312.142090
	Iteration 77Q: 3 clusters Score -8103990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8104012.000000 Penalty: 5312.142090
	Iteration 78Q: 3 clusters Score -8104012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8104020.000000 Penalty: 5312.142090
	Iteration 79Q: 3 clusters Score -8104020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8104038.000000 Penalty: 5312.142090
	Iteration 80F: 3 clusters Score -8104038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8104030.500000 Penalty: 5312.142090
	Iteration 81Q: 3 clusters Score -8104030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8104040.000000 Penalty: 5312.142090
	Iteration 82Q: 3 clusters Score -8104040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8104030.000000 Penalty: 5312.142090
	Iteration 83Q: 3 clusters Score -8104030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8104031.500000 Penalty: 5312.142090
	Iteration 84Q: 3 clusters Score -8104032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8104034.500000 Penalty: 5312.142090
	Iteration 85Q: 3 clusters Score -8104034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8104042.000000 Penalty: 5312.142090
	Iteration 86Q: 3 clusters Score -8104042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8104042.500000 Penalty: 5312.142090
	Iteration 87Q: 3 clusters Score -8104042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8104047.500000 Penalty: 5312.142090
	Iteration 88Q: 3 clusters Score -8104048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8104040.500000 Penalty: 5312.142090
	Iteration 89Q: 3 clusters Score -8104040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8104048.000000 Penalty: 5312.142090
	Iteration 90Q: 3 clusters Score -8104048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8104047.000000 Penalty: 5312.142090
	Iteration 91Q: 3 clusters Score -8104047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8104049.500000 Penalty: 5312.142090
	Iteration 92Q: 3 clusters Score -8104050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8104049.500000 Penalty: 5312.142090
	Iteration 93Q: 3 clusters Score -8104050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8104059.500000 Penalty: 5312.142090
	Iteration 94Q: 3 clusters Score -8104060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8104059.500000 Penalty: 5312.142090
	Iteration 95F: 3 clusters Score -8104060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Entering Unmasked Estep 
Score: -3511639.000000 Penalty: 2455.419434
	Iteration 0F: 2 clusters Score -3511639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3497679.250000 Penalty: 4910.838867
	Iteration 0F: 3 clusters Score -3497679 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3502465.500000 Penalty: 4910.838867
	Iteration 1F: 3 clusters Score -3502466 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3502888.000000 Penalty: 4910.838867
	Iteration 2F: 3 clusters Score -3502888 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3503238.000000 Penalty: 4910.838867
	Iteration 3Q: 3 clusters Score -3503238 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3503605.500000 Penalty: 4910.838867
	Iteration 4Q: 3 clusters Score -3503606 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3504101.000000 Penalty: 4910.838867
	Iteration 5Q: 3 clusters Score -3504101 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3504842.500000 Penalty: 4910.838867
	Iteration 6F: 3 clusters Score -3504842 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3505976.000000 Penalty: 4910.838867
	Iteration 7F: 3 clusters Score -3505976 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3507499.000000 Penalty: 4910.838867
	Iteration 8F: 3 clusters Score -3507499 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3509080.500000 Penalty: 4910.838867
	Iteration 9F: 3 clusters Score -3509080 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3510359.500000 Penalty: 4910.838867
	Iteration 10F: 3 clusters Score -3510360 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3511048.250000 Penalty: 4910.838867
	Iteration 11Q: 3 clusters Score -3511048 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3511445.750000 Penalty: 4910.838867
	Iteration 12Q: 3 clusters Score -3511446 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3511733.750000 Penalty: 4910.838867
	Iteration 13Q: 3 clusters Score -3511734 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3511907.250000 Penalty: 4910.838867
	Iteration 14Q: 3 clusters Score -3511907 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3512010.000000 Penalty: 4910.838867
	Iteration 15Q: 3 clusters Score -3512010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3512066.500000 Penalty: 4910.838867
	Iteration 16Q: 3 clusters Score -3512066 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3512093.000000 Penalty: 4910.838867
	Iteration 17Q: 3 clusters Score -3512093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3512108.000000 Penalty: 4910.838867
	Iteration 18Q: 3 clusters Score -3512108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3512129.750000 Penalty: 4910.838867
	Iteration 19Q: 3 clusters Score -3512130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3512148.750000 Penalty: 4910.838867
	Iteration 20F: 3 clusters Score -3512149 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3512155.750000 Penalty: 4910.838867
	Iteration 21Q: 3 clusters Score -3512156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3512170.000000 Penalty: 4910.838867
	Iteration 22Q: 3 clusters Score -3512170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3512173.000000 Penalty: 4910.838867
	Iteration 23Q: 3 clusters Score -3512173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3512195.000000 Penalty: 4910.838867
	Iteration 24Q: 3 clusters Score -3512195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3512198.500000 Penalty: 4910.838867
	Iteration 25Q: 3 clusters Score -3512198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3512206.500000 Penalty: 4910.838867
	Iteration 26Q: 3 clusters Score -3512206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3512210.250000 Penalty: 4910.838867
	Iteration 27Q: 3 clusters Score -3512210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3512214.500000 Penalty: 4910.838867
	Iteration 28Q: 3 clusters Score -3512214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3512221.750000 Penalty: 4910.838867
	Iteration 29Q: 3 clusters Score -3512222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3512212.000000 Penalty: 4910.838867
	Iteration 30Q: 3 clusters Score -3512212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3512219.000000 Penalty: 4910.838867
	Iteration 31Q: 3 clusters Score -3512219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3512222.750000 Penalty: 4910.838867
	Iteration 32Q: 3 clusters Score -3512223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3512223.500000 Penalty: 4910.838867
	Iteration 33Q: 3 clusters Score -3512224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3512227.500000 Penalty: 4910.838867
	Iteration 34Q: 3 clusters Score -3512228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3512232.250000 Penalty: 4910.838867
	Iteration 35Q: 3 clusters Score -3512232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3512239.500000 Penalty: 4910.838867
	Iteration 36Q: 3 clusters Score -3512240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3512232.000000 Penalty: 4910.838867
	Iteration 37Q: 3 clusters Score -3512232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3512235.500000 Penalty: 4910.838867
	Iteration 38Q: 3 clusters Score -3512236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3512237.500000 Penalty: 4910.838867
	Iteration 39Q: 3 clusters Score -3512238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3512239.250000 Penalty: 4910.838867
	Iteration 40F: 3 clusters Score -3512239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3512240.750000 Penalty: 4910.838867
	Iteration 41Q: 3 clusters Score -3512241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3512230.750000 Penalty: 4910.838867
	Iteration 42Q: 3 clusters Score -3512231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3512232.750000 Penalty: 4910.838867
	Iteration 43Q: 3 clusters Score -3512233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3512234.750000 Penalty: 4910.838867
	Iteration 44Q: 3 clusters Score -3512235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3512234.750000 Penalty: 4910.838867
	Iteration 45F: 3 clusters Score -3512235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16915 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37690 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22072 members 
Mstep: Class 13 contains 43531 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 34985 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 48522 members 
Mstep: Class 23 contains 51209 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44800 members 
Mstep: Class 26 contains 11566 members 
Mstep: Class 27 contains 40064 members 
Mstep: Class 28 contains 41634 members 
Mstep: Class 29 contains 48766 members 
Mstep: Class 30 contains 49805 members 
Mstep: Class 31 contains 24091 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28814 members 
Mstep: Class 34 contains 68486 members 
Mstep: Class 35 contains 37763 members 
Mstep: Class 36 contains 41474 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43831 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56843 members 
Mstep: Class 41 contains 8382 members 
Entering Unmasked Estep 
Score: -196423744.000000 Penalty: 141646.312500
Splitting cluster 26 changes total score from -196425168.000000 to -196423744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (40064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Entering Unmasked Estep 
Score: -7183002.500000 Penalty: 2628.361816
	Iteration 0F: 2 clusters Score -7183002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -7155839.500000 Penalty: 5256.723633
	Iteration 0F: 3 clusters Score -7155840 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7165893.000000 Penalty: 5256.723633
	Iteration 1F: 3 clusters Score -7165893 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7166345.500000 Penalty: 5256.723633
	Iteration 2Q: 3 clusters Score -7166346 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -7166708.500000 Penalty: 5256.723633
	Iteration 3Q: 3 clusters Score -7166708 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -7166999.500000 Penalty: 5256.723633
	Iteration 4Q: 3 clusters Score -7167000 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7167236.000000 Penalty: 5256.723633
	Iteration 5Q: 3 clusters Score -7167236 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -7167462.500000 Penalty: 5256.723633
	Iteration 6Q: 3 clusters Score -7167462 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -7167703.000000 Penalty: 5256.723633
	Iteration 7Q: 3 clusters Score -7167703 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7167908.500000 Penalty: 5256.723633
	Iteration 8Q: 3 clusters Score -7167908 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -7168151.500000 Penalty: 5256.723633
	Iteration 9Q: 3 clusters Score -7168152 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -7168513.000000 Penalty: 5256.723633
	Iteration 10Q: 3 clusters Score -7168513 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -7168943.500000 Penalty: 5256.723633
	Iteration 11Q: 3 clusters Score -7168944 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -7169523.500000 Penalty: 5256.723633
	Iteration 12Q: 3 clusters Score -7169524 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -7170369.500000 Penalty: 5256.723633
	Iteration 13Q: 3 clusters Score -7170370 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -7171657.000000 Penalty: 5256.723633
	Iteration 14F: 3 clusters Score -7171657 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -7173400.500000 Penalty: 5256.723633
	Iteration 15F: 3 clusters Score -7173400 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7175406.500000 Penalty: 5256.723633
	Iteration 16F: 3 clusters Score -7175406 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7177238.500000 Penalty: 5256.723633
	Iteration 17F: 3 clusters Score -7177238 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -7178656.500000 Penalty: 5256.723633
	Iteration 18Q: 3 clusters Score -7178656 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7179623.500000 Penalty: 5256.723633
	Iteration 19Q: 3 clusters Score -7179624 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -7180134.000000 Penalty: 5256.723633
	Iteration 20F: 3 clusters Score -7180134 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7180424.500000 Penalty: 5256.723633
	Iteration 21Q: 3 clusters Score -7180424 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -7180543.000000 Penalty: 5256.723633
	Iteration 22Q: 3 clusters Score -7180543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -7180593.000000 Penalty: 5256.723633
	Iteration 23Q: 3 clusters Score -7180593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7180642.000000 Penalty: 5256.723633
	Iteration 24Q: 3 clusters Score -7180642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7180677.000000 Penalty: 5256.723633
	Iteration 25Q: 3 clusters Score -7180677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -7180708.000000 Penalty: 5256.723633
	Iteration 26Q: 3 clusters Score -7180708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -7180716.500000 Penalty: 5256.723633
	Iteration 27Q: 3 clusters Score -7180716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7180728.500000 Penalty: 5256.723633
	Iteration 28Q: 3 clusters Score -7180728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -7180733.000000 Penalty: 5256.723633
	Iteration 29Q: 3 clusters Score -7180733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7180741.000000 Penalty: 5256.723633
	Iteration 30Q: 3 clusters Score -7180741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7180751.500000 Penalty: 5256.723633
	Iteration 31Q: 3 clusters Score -7180752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7180752.500000 Penalty: 5256.723633
	Iteration 32Q: 3 clusters Score -7180752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7180749.500000 Penalty: 5256.723633
	Iteration 33Q: 3 clusters Score -7180750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7180749.500000 Penalty: 5256.723633
	Iteration 34F: 3 clusters Score -7180750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Entering Unmasked Estep 
Score: -7417786.500000 Penalty: 2637.894775
	Iteration 0F: 2 clusters Score -7417786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -7389969.000000 Penalty: 5275.789551
	Iteration 0F: 3 clusters Score -7389969 nChanged 19041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -7400545.500000 Penalty: 5275.789551
	Iteration 1F: 3 clusters Score -7400546 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -7401173.000000 Penalty: 5275.789551
	Iteration 2Q: 3 clusters Score -7401173 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -7401733.000000 Penalty: 5275.789551
	Iteration 3Q: 3 clusters Score -7401733 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -7402336.500000 Penalty: 5275.789551
	Iteration 4Q: 3 clusters Score -7402336 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -7402913.500000 Penalty: 5275.789551
	Iteration 5Q: 3 clusters Score -7402914 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -7403629.000000 Penalty: 5275.789551
	Iteration 6Q: 3 clusters Score -7403629 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -7404816.500000 Penalty: 5275.789551
	Iteration 7F: 3 clusters Score -7404816 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -7406555.500000 Penalty: 5275.789551
	Iteration 8F: 3 clusters Score -7406556 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7408790.000000 Penalty: 5275.789551
	Iteration 9F: 3 clusters Score -7408790 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7411188.500000 Penalty: 5275.789551
	Iteration 10F: 3 clusters Score -7411188 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -7413028.000000 Penalty: 5275.789551
	Iteration 11F: 3 clusters Score -7413028 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7414331.500000 Penalty: 5275.789551
	Iteration 12Q: 3 clusters Score -7414332 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7415082.500000 Penalty: 5275.789551
	Iteration 13Q: 3 clusters Score -7415082 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7415504.500000 Penalty: 5275.789551
	Iteration 14Q: 3 clusters Score -7415504 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7415692.500000 Penalty: 5275.789551
	Iteration 15Q: 3 clusters Score -7415692 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7415823.000000 Penalty: 5275.789551
	Iteration 16Q: 3 clusters Score -7415823 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7415892.000000 Penalty: 5275.789551
	Iteration 17Q: 3 clusters Score -7415892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7415929.500000 Penalty: 5275.789551
	Iteration 18Q: 3 clusters Score -7415930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7415952.500000 Penalty: 5275.789551
	Iteration 19Q: 3 clusters Score -7415952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7415968.500000 Penalty: 5275.789551
	Iteration 20F: 3 clusters Score -7415968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7415976.500000 Penalty: 5275.789551
	Iteration 21Q: 3 clusters Score -7415976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7415987.000000 Penalty: 5275.789551
	Iteration 22Q: 3 clusters Score -7415987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7415991.500000 Penalty: 5275.789551
	Iteration 23Q: 3 clusters Score -7415992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7415992.000000 Penalty: 5275.789551
	Iteration 24Q: 3 clusters Score -7415992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7415996.500000 Penalty: 5275.789551
	Iteration 25Q: 3 clusters Score -7415996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7415996.500000 Penalty: 5275.789551
	Iteration 26F: 3 clusters Score -7415996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Entering Unmasked Estep 
Score: -8782581.000000 Penalty: 2677.107422
	Iteration 0F: 2 clusters Score -8782581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -8752544.000000 Penalty: 5354.214844
	Iteration 0F: 3 clusters Score -8752544 nChanged 22365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -8764771.000000 Penalty: 5354.214844
	Iteration 1F: 3 clusters Score -8764771 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8765226.000000 Penalty: 5354.214844
	Iteration 2Q: 3 clusters Score -8765226 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -8765624.000000 Penalty: 5354.214844
	Iteration 3Q: 3 clusters Score -8765624 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -8766000.000000 Penalty: 5354.214844
	Iteration 4Q: 3 clusters Score -8766000 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -8766381.000000 Penalty: 5354.214844
	Iteration 5Q: 3 clusters Score -8766381 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -8766762.000000 Penalty: 5354.214844
	Iteration 6Q: 3 clusters Score -8766762 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -8767187.000000 Penalty: 5354.214844
	Iteration 7Q: 3 clusters Score -8767187 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -8767590.000000 Penalty: 5354.214844
	Iteration 8Q: 3 clusters Score -8767590 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -8768004.000000 Penalty: 5354.214844
	Iteration 9Q: 3 clusters Score -8768004 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -8768386.000000 Penalty: 5354.214844
	Iteration 10Q: 3 clusters Score -8768386 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -8768910.000000 Penalty: 5354.214844
	Iteration 11Q: 3 clusters Score -8768910 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -8769597.000000 Penalty: 5354.214844
	Iteration 12Q: 3 clusters Score -8769597 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -8770412.000000 Penalty: 5354.214844
	Iteration 13Q: 3 clusters Score -8770412 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -8771549.000000 Penalty: 5354.214844
	Iteration 14Q: 3 clusters Score -8771549 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -8772782.000000 Penalty: 5354.214844
	Iteration 15Q: 3 clusters Score -8772782 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -8774151.000000 Penalty: 5354.214844
	Iteration 16Q: 3 clusters Score -8774151 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -8775561.000000 Penalty: 5354.214844
	Iteration 17Q: 3 clusters Score -8775561 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -8776798.000000 Penalty: 5354.214844
	Iteration 18Q: 3 clusters Score -8776798 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -8777679.000000 Penalty: 5354.214844
	Iteration 19Q: 3 clusters Score -8777679 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -8778343.000000 Penalty: 5354.214844
	Iteration 20F: 3 clusters Score -8778343 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8778879.000000 Penalty: 5354.214844
	Iteration 21Q: 3 clusters Score -8778879 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8779320.000000 Penalty: 5354.214844
	Iteration 22Q: 3 clusters Score -8779320 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -8779677.000000 Penalty: 5354.214844
	Iteration 23Q: 3 clusters Score -8779677 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8779942.000000 Penalty: 5354.214844
	Iteration 24Q: 3 clusters Score -8779942 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -8780068.000000 Penalty: 5354.214844
	Iteration 25Q: 3 clusters Score -8780068 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8780162.000000 Penalty: 5354.214844
	Iteration 26Q: 3 clusters Score -8780162 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -8780246.000000 Penalty: 5354.214844
	Iteration 27Q: 3 clusters Score -8780246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -8780326.000000 Penalty: 5354.214844
	Iteration 28Q: 3 clusters Score -8780326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -8780363.000000 Penalty: 5354.214844
	Iteration 29Q: 3 clusters Score -8780363 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -8780421.000000 Penalty: 5354.214844
	Iteration 30Q: 3 clusters Score -8780421 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8780462.000000 Penalty: 5354.214844
	Iteration 31Q: 3 clusters Score -8780462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8780492.000000 Penalty: 5354.214844
	Iteration 32Q: 3 clusters Score -8780492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -8780521.000000 Penalty: 5354.214844
	Iteration 33Q: 3 clusters Score -8780521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -8780542.000000 Penalty: 5354.214844
	Iteration 34Q: 3 clusters Score -8780542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -8780543.000000 Penalty: 5354.214844
	Iteration 35Q: 3 clusters Score -8780543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -8780557.000000 Penalty: 5354.214844
	Iteration 36Q: 3 clusters Score -8780557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -8780560.000000 Penalty: 5354.214844
	Iteration 37Q: 3 clusters Score -8780560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -8780577.000000 Penalty: 5354.214844
	Iteration 38Q: 3 clusters Score -8780577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -8780570.000000 Penalty: 5354.214844
	Iteration 39Q: 3 clusters Score -8780570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -8780586.000000 Penalty: 5354.214844
	Iteration 40F: 3 clusters Score -8780586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -8780577.000000 Penalty: 5354.214844
	Iteration 41Q: 3 clusters Score -8780577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -8780587.000000 Penalty: 5354.214844
	Iteration 42Q: 3 clusters Score -8780587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -8780578.000000 Penalty: 5354.214844
	Iteration 43Q: 3 clusters Score -8780578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -8780603.000000 Penalty: 5354.214844
	Iteration 44Q: 3 clusters Score -8780603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -8780597.000000 Penalty: 5354.214844
	Iteration 45Q: 3 clusters Score -8780597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -8780602.000000 Penalty: 5354.214844
	Iteration 46Q: 3 clusters Score -8780602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -8780607.000000 Penalty: 5354.214844
	Iteration 47Q: 3 clusters Score -8780607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -8780607.000000 Penalty: 5354.214844
	Iteration 48Q: 3 clusters Score -8780607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8780605.000000 Penalty: 5354.214844
	Iteration 49Q: 3 clusters Score -8780605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -8780610.000000 Penalty: 5354.214844
	Iteration 50Q: 3 clusters Score -8780610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -8780616.000000 Penalty: 5354.214844
	Iteration 51Q: 3 clusters Score -8780616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -8780627.000000 Penalty: 5354.214844
	Iteration 52Q: 3 clusters Score -8780627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -8780637.000000 Penalty: 5354.214844
	Iteration 53Q: 3 clusters Score -8780637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -8780646.000000 Penalty: 5354.214844
	Iteration 54Q: 3 clusters Score -8780646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -8780635.000000 Penalty: 5354.214844
	Iteration 55Q: 3 clusters Score -8780635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -8780638.000000 Penalty: 5354.214844
	Iteration 56Q: 3 clusters Score -8780638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -8780625.000000 Penalty: 5354.214844
	Iteration 57Q: 3 clusters Score -8780625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -8780632.000000 Penalty: 5354.214844
	Iteration 58Q: 3 clusters Score -8780632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -8780639.000000 Penalty: 5354.214844
	Iteration 59Q: 3 clusters Score -8780639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -8780640.000000 Penalty: 5354.214844
	Iteration 60F: 3 clusters Score -8780640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -8780643.000000 Penalty: 5354.214844
	Iteration 61Q: 3 clusters Score -8780643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -8780644.000000 Penalty: 5354.214844
	Iteration 62Q: 3 clusters Score -8780644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -8780646.000000 Penalty: 5354.214844
	Iteration 63Q: 3 clusters Score -8780646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -8780649.000000 Penalty: 5354.214844
	Iteration 64Q: 3 clusters Score -8780649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -8780648.000000 Penalty: 5354.214844
	Iteration 65Q: 3 clusters Score -8780648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -8780646.000000 Penalty: 5354.214844
	Iteration 66Q: 3 clusters Score -8780646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8780642.000000 Penalty: 5354.214844
	Iteration 67Q: 3 clusters Score -8780642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -8780646.000000 Penalty: 5354.214844
	Iteration 68Q: 3 clusters Score -8780646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8780647.000000 Penalty: 5354.214844
	Iteration 69Q: 3 clusters Score -8780647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -8780642.000000 Penalty: 5354.214844
	Iteration 70Q: 3 clusters Score -8780642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8780641.000000 Penalty: 5354.214844
	Iteration 71Q: 3 clusters Score -8780641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -8780638.000000 Penalty: 5354.214844
	Iteration 72Q: 3 clusters Score -8780638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -8780640.000000 Penalty: 5354.214844
	Iteration 73Q: 3 clusters Score -8780640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -8780640.000000 Penalty: 5354.214844
	Iteration 74F: 3 clusters Score -8780640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Entering Unmasked Estep 
Score: -8956257.000000 Penalty: 2682.335938
	Iteration 0F: 2 clusters Score -8956257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -8925420.000000 Penalty: 5364.671875
	Iteration 0F: 3 clusters Score -8925420 nChanged 23108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -8938093.000000 Penalty: 5364.671875
	Iteration 1F: 3 clusters Score -8938093 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -8938535.000000 Penalty: 5364.671875
	Iteration 2Q: 3 clusters Score -8938535 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -8938937.000000 Penalty: 5364.671875
	Iteration 3Q: 3 clusters Score -8938937 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -8939284.000000 Penalty: 5364.671875
	Iteration 4Q: 3 clusters Score -8939284 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -8939708.000000 Penalty: 5364.671875
	Iteration 5Q: 3 clusters Score -8939708 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -8940273.000000 Penalty: 5364.671875
	Iteration 6Q: 3 clusters Score -8940273 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -8941111.000000 Penalty: 5364.671875
	Iteration 7Q: 3 clusters Score -8941111 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -8942590.000000 Penalty: 5364.671875
	Iteration 8F: 3 clusters Score -8942590 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -8944988.000000 Penalty: 5364.671875
	Iteration 9F: 3 clusters Score -8944988 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -8948292.000000 Penalty: 5364.671875
	Iteration 10F: 3 clusters Score -8948292 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8951178.000000 Penalty: 5364.671875
	Iteration 11F: 3 clusters Score -8951178 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -8952807.000000 Penalty: 5364.671875
	Iteration 12Q: 3 clusters Score -8952807 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -8953435.000000 Penalty: 5364.671875
	Iteration 13Q: 3 clusters Score -8953435 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -8953660.000000 Penalty: 5364.671875
	Iteration 14Q: 3 clusters Score -8953660 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -8953768.000000 Penalty: 5364.671875
	Iteration 15Q: 3 clusters Score -8953768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -8953826.000000 Penalty: 5364.671875
	Iteration 16Q: 3 clusters Score -8953826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -8953857.000000 Penalty: 5364.671875
	Iteration 17Q: 3 clusters Score -8953857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -8953870.000000 Penalty: 5364.671875
	Iteration 18Q: 3 clusters Score -8953870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -8953894.000000 Penalty: 5364.671875
	Iteration 19Q: 3 clusters Score -8953894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -8953910.000000 Penalty: 5364.671875
	Iteration 20F: 3 clusters Score -8953910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -8953910.000000 Penalty: 5364.671875
	Iteration 21Q: 3 clusters Score -8953910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -8953924.000000 Penalty: 5364.671875
	Iteration 22Q: 3 clusters Score -8953924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -8953930.000000 Penalty: 5364.671875
	Iteration 23Q: 3 clusters Score -8953930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -8953936.000000 Penalty: 5364.671875
	Iteration 24Q: 3 clusters Score -8953936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -8953940.000000 Penalty: 5364.671875
	Iteration 25Q: 3 clusters Score -8953940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -8953936.000000 Penalty: 5364.671875
	Iteration 26Q: 3 clusters Score -8953936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -8953935.000000 Penalty: 5364.671875
	Iteration 27Q: 3 clusters Score -8953935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -8953942.000000 Penalty: 5364.671875
	Iteration 28Q: 3 clusters Score -8953942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -8953939.000000 Penalty: 5364.671875
	Iteration 29Q: 3 clusters Score -8953939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -8953939.000000 Penalty: 5364.671875
	Iteration 30Q: 3 clusters Score -8953939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -8953938.000000 Penalty: 5364.671875
	Iteration 31Q: 3 clusters Score -8953938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -8953938.000000 Penalty: 5364.671875
	Iteration 32F: 3 clusters Score -8953938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Entering Unmasked Estep 
Score: -4272194.000000 Penalty: 2502.219238
	Iteration 0F: 2 clusters Score -4272194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4255493.500000 Penalty: 5004.438477
	Iteration 0F: 3 clusters Score -4255494 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4261467.500000 Penalty: 5004.438477
	Iteration 1F: 3 clusters Score -4261468 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4262237.000000 Penalty: 5004.438477
	Iteration 2F: 3 clusters Score -4262237 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4263249.500000 Penalty: 5004.438477
	Iteration 3F: 3 clusters Score -4263250 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4264439.000000 Penalty: 5004.438477
	Iteration 4F: 3 clusters Score -4264439 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4265747.000000 Penalty: 5004.438477
	Iteration 5F: 3 clusters Score -4265747 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4266974.500000 Penalty: 5004.438477
	Iteration 6F: 3 clusters Score -4266974 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4267925.500000 Penalty: 5004.438477
	Iteration 7F: 3 clusters Score -4267926 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4268681.000000 Penalty: 5004.438477
	Iteration 8Q: 3 clusters Score -4268681 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4269264.500000 Penalty: 5004.438477
	Iteration 9Q: 3 clusters Score -4269264 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4269727.500000 Penalty: 5004.438477
	Iteration 10Q: 3 clusters Score -4269728 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4270043.500000 Penalty: 5004.438477
	Iteration 11Q: 3 clusters Score -4270044 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4270274.500000 Penalty: 5004.438477
	Iteration 12Q: 3 clusters Score -4270274 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4270415.000000 Penalty: 5004.438477
	Iteration 13Q: 3 clusters Score -4270415 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4270519.500000 Penalty: 5004.438477
	Iteration 14Q: 3 clusters Score -4270520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4270595.000000 Penalty: 5004.438477
	Iteration 15Q: 3 clusters Score -4270595 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4270631.500000 Penalty: 5004.438477
	Iteration 16Q: 3 clusters Score -4270632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4270656.000000 Penalty: 5004.438477
	Iteration 17Q: 3 clusters Score -4270656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4270656.000000 Penalty: 5004.438477
	Iteration 18Q: 3 clusters Score -4270656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -4270683.500000 Penalty: 5004.438477
	Iteration 19Q: 3 clusters Score -4270684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4270698.500000 Penalty: 5004.438477
	Iteration 20F: 3 clusters Score -4270698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4270705.500000 Penalty: 5004.438477
	Iteration 21Q: 3 clusters Score -4270706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4270713.500000 Penalty: 5004.438477
	Iteration 22Q: 3 clusters Score -4270714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4270714.500000 Penalty: 5004.438477
	Iteration 23Q: 3 clusters Score -4270714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -4270726.000000 Penalty: 5004.438477
	Iteration 24Q: 3 clusters Score -4270726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -4270731.500000 Penalty: 5004.438477
	Iteration 25Q: 3 clusters Score -4270732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -4270740.000000 Penalty: 5004.438477
	Iteration 26Q: 3 clusters Score -4270740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4270743.000000 Penalty: 5004.438477
	Iteration 27Q: 3 clusters Score -4270743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4270750.000000 Penalty: 5004.438477
	Iteration 28Q: 3 clusters Score -4270750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -4270752.500000 Penalty: 5004.438477
	Iteration 29Q: 3 clusters Score -4270752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4270759.500000 Penalty: 5004.438477
	Iteration 30Q: 3 clusters Score -4270760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4270763.500000 Penalty: 5004.438477
	Iteration 31Q: 3 clusters Score -4270764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4270762.500000 Penalty: 5004.438477
	Iteration 32Q: 3 clusters Score -4270762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4270763.500000 Penalty: 5004.438477
	Iteration 33Q: 3 clusters Score -4270764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4270766.000000 Penalty: 5004.438477
	Iteration 34Q: 3 clusters Score -4270766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4270764.500000 Penalty: 5004.438477
	Iteration 35Q: 3 clusters Score -4270764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4270764.500000 Penalty: 5004.438477
	Iteration 36Q: 3 clusters Score -4270764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4270764.500000 Penalty: 5004.438477
	Iteration 37F: 3 clusters Score -4270764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -209591.406250 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -209591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -207499.859375 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -207499.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -207941.609375 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -207941.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -208075.484375 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -208075.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -208162.296875 Penalty: 3533.741211
	Iteration 3Q: 3 clusters Score -208162.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -208221.250000 Penalty: 3533.741211
	Iteration 4Q: 3 clusters Score -208221.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -208279.843750 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -208279.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -208351.218750 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -208351.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -208406.562500 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -208406.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -208435.328125 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -208435.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -208463.921875 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -208463.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -208486.093750 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -208486.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -208500.843750 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -208500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -208531.953125 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -208532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -208573.531250 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -208573.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -208605.437500 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -208605.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -208633.609375 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -208633.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -208660.875000 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -208660.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -208683.531250 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -208683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -208693.484375 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -208693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -208701.781250 Penalty: 3533.741211
	Iteration 19Q: 3 clusters Score -208701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -208711.562500 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -208711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -208716.906250 Penalty: 3533.741211
	Iteration 21Q: 3 clusters Score -208716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -208724.734375 Penalty: 3533.741211
	Iteration 22Q: 3 clusters Score -208724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -208734.343750 Penalty: 3533.741211
	Iteration 23Q: 3 clusters Score -208734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -208741.734375 Penalty: 3533.741211
	Iteration 24Q: 3 clusters Score -208741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -208749.359375 Penalty: 3533.741211
	Iteration 25Q: 3 clusters Score -208749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -208750.531250 Penalty: 3533.741211
	Iteration 26Q: 3 clusters Score -208750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -208750.531250 Penalty: 3533.741211
	Iteration 27F: 3 clusters Score -208750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Entering Unmasked Estep 
Score: -5128749.500000 Penalty: 2546.616943
	Iteration 0F: 2 clusters Score -5128750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -5108927.000000 Penalty: 5093.233887
	Iteration 0F: 3 clusters Score -5108927 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -5116139.500000 Penalty: 5093.233887
	Iteration 1F: 3 clusters Score -5116140 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -5116967.000000 Penalty: 5093.233887
	Iteration 2F: 3 clusters Score -5116967 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -5118092.000000 Penalty: 5093.233887
	Iteration 3F: 3 clusters Score -5118092 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -5119559.000000 Penalty: 5093.233887
	Iteration 4F: 3 clusters Score -5119559 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5121259.000000 Penalty: 5093.233887
	Iteration 5F: 3 clusters Score -5121259 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5122861.000000 Penalty: 5093.233887
	Iteration 6F: 3 clusters Score -5122861 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -5124280.000000 Penalty: 5093.233887
	Iteration 7F: 3 clusters Score -5124280 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -5125422.500000 Penalty: 5093.233887
	Iteration 8Q: 3 clusters Score -5125422 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5126134.000000 Penalty: 5093.233887
	Iteration 9Q: 3 clusters Score -5126134 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5126569.000000 Penalty: 5093.233887
	Iteration 10Q: 3 clusters Score -5126569 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -5126845.500000 Penalty: 5093.233887
	Iteration 11Q: 3 clusters Score -5126846 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5127064.500000 Penalty: 5093.233887
	Iteration 12Q: 3 clusters Score -5127064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -5127181.000000 Penalty: 5093.233887
	Iteration 13Q: 3 clusters Score -5127181 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5127252.500000 Penalty: 5093.233887
	Iteration 14Q: 3 clusters Score -5127252 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -5127287.000000 Penalty: 5093.233887
	Iteration 15Q: 3 clusters Score -5127287 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5127316.500000 Penalty: 5093.233887
	Iteration 16Q: 3 clusters Score -5127316 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5127359.500000 Penalty: 5093.233887
	Iteration 17Q: 3 clusters Score -5127360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5127378.000000 Penalty: 5093.233887
	Iteration 18Q: 3 clusters Score -5127378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5127410.000000 Penalty: 5093.233887
	Iteration 19Q: 3 clusters Score -5127410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5127428.000000 Penalty: 5093.233887
	Iteration 20F: 3 clusters Score -5127428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5127436.000000 Penalty: 5093.233887
	Iteration 21Q: 3 clusters Score -5127436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5127434.000000 Penalty: 5093.233887
	Iteration 22Q: 3 clusters Score -5127434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5127443.500000 Penalty: 5093.233887
	Iteration 23Q: 3 clusters Score -5127444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5127458.500000 Penalty: 5093.233887
	Iteration 24Q: 3 clusters Score -5127458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5127468.000000 Penalty: 5093.233887
	Iteration 25Q: 3 clusters Score -5127468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5127467.000000 Penalty: 5093.233887
	Iteration 26Q: 3 clusters Score -5127467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5127457.500000 Penalty: 5093.233887
	Iteration 27Q: 3 clusters Score -5127458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5127467.500000 Penalty: 5093.233887
	Iteration 28Q: 3 clusters Score -5127468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5127484.000000 Penalty: 5093.233887
	Iteration 29Q: 3 clusters Score -5127484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5127485.000000 Penalty: 5093.233887
	Iteration 30Q: 3 clusters Score -5127485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5127494.500000 Penalty: 5093.233887
	Iteration 31Q: 3 clusters Score -5127494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5127506.000000 Penalty: 5093.233887
	Iteration 32Q: 3 clusters Score -5127506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -5127508.000000 Penalty: 5093.233887
	Iteration 33Q: 3 clusters Score -5127508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5127509.000000 Penalty: 5093.233887
	Iteration 34Q: 3 clusters Score -5127509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5127508.000000 Penalty: 5093.233887
	Iteration 35Q: 3 clusters Score -5127508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -5127510.000000 Penalty: 5093.233887
	Iteration 36Q: 3 clusters Score -5127510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -5127495.500000 Penalty: 5093.233887
	Iteration 37Q: 3 clusters Score -5127496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5127491.000000 Penalty: 5093.233887
	Iteration 38Q: 3 clusters Score -5127491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5127491.500000 Penalty: 5093.233887
	Iteration 39Q: 3 clusters Score -5127492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5127495.000000 Penalty: 5093.233887
	Iteration 40F: 3 clusters Score -5127495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -5127497.500000 Penalty: 5093.233887
	Iteration 41Q: 3 clusters Score -5127498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5127496.000000 Penalty: 5093.233887
	Iteration 42Q: 3 clusters Score -5127496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5127501.000000 Penalty: 5093.233887
	Iteration 43Q: 3 clusters Score -5127501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5127496.500000 Penalty: 5093.233887
	Iteration 44Q: 3 clusters Score -5127496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5127517.500000 Penalty: 5093.233887
	Iteration 45Q: 3 clusters Score -5127518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -5127525.000000 Penalty: 5093.233887
	Iteration 46Q: 3 clusters Score -5127525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5127535.000000 Penalty: 5093.233887
	Iteration 47Q: 3 clusters Score -5127535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5127527.500000 Penalty: 5093.233887
	Iteration 48Q: 3 clusters Score -5127528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5127533.000000 Penalty: 5093.233887
	Iteration 49Q: 3 clusters Score -5127533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5127532.500000 Penalty: 5093.233887
	Iteration 50Q: 3 clusters Score -5127532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5127530.000000 Penalty: 5093.233887
	Iteration 51Q: 3 clusters Score -5127530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5127531.000000 Penalty: 5093.233887
	Iteration 52Q: 3 clusters Score -5127531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5127534.500000 Penalty: 5093.233887
	Iteration 53Q: 3 clusters Score -5127534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5127539.000000 Penalty: 5093.233887
	Iteration 54Q: 3 clusters Score -5127539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5127536.500000 Penalty: 5093.233887
	Iteration 55Q: 3 clusters Score -5127536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5127532.000000 Penalty: 5093.233887
	Iteration 56Q: 3 clusters Score -5127532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5127531.000000 Penalty: 5093.233887
	Iteration 57Q: 3 clusters Score -5127531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5127542.500000 Penalty: 5093.233887
	Iteration 58Q: 3 clusters Score -5127542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5127537.000000 Penalty: 5093.233887
	Iteration 59Q: 3 clusters Score -5127537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5127550.500000 Penalty: 5093.233887
	Iteration 60F: 3 clusters Score -5127550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5127549.000000 Penalty: 5093.233887
	Iteration 61Q: 3 clusters Score -5127549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5127541.000000 Penalty: 5093.233887
	Iteration 62Q: 3 clusters Score -5127541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5127545.000000 Penalty: 5093.233887
	Iteration 63Q: 3 clusters Score -5127545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5127542.500000 Penalty: 5093.233887
	Iteration 64Q: 3 clusters Score -5127542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5127545.000000 Penalty: 5093.233887
	Iteration 65Q: 3 clusters Score -5127545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5127541.500000 Penalty: 5093.233887
	Iteration 66Q: 3 clusters Score -5127542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5127548.500000 Penalty: 5093.233887
	Iteration 67Q: 3 clusters Score -5127548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5127550.500000 Penalty: 5093.233887
	Iteration 68Q: 3 clusters Score -5127550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5127555.500000 Penalty: 5093.233887
	Iteration 69Q: 3 clusters Score -5127556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5127557.500000 Penalty: 5093.233887
	Iteration 70Q: 3 clusters Score -5127558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5127555.000000 Penalty: 5093.233887
	Iteration 71Q: 3 clusters Score -5127555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5127551.000000 Penalty: 5093.233887
	Iteration 72Q: 3 clusters Score -5127551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5127553.000000 Penalty: 5093.233887
	Iteration 73Q: 3 clusters Score -5127553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5127556.500000 Penalty: 5093.233887
	Iteration 74Q: 3 clusters Score -5127556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -5127560.500000 Penalty: 5093.233887
	Iteration 75Q: 3 clusters Score -5127560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5127562.500000 Penalty: 5093.233887
	Iteration 76Q: 3 clusters Score -5127562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5127563.000000 Penalty: 5093.233887
	Iteration 77Q: 3 clusters Score -5127563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5127560.000000 Penalty: 5093.233887
	Iteration 78Q: 3 clusters Score -5127560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5127559.000000 Penalty: 5093.233887
	Iteration 79Q: 3 clusters Score -5127559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5127557.000000 Penalty: 5093.233887
	Iteration 80F: 3 clusters Score -5127557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5127558.000000 Penalty: 5093.233887
	Iteration 81Q: 3 clusters Score -5127558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5127558.000000 Penalty: 5093.233887
	Iteration 82Q: 3 clusters Score -5127558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5127559.500000 Penalty: 5093.233887
	Iteration 83Q: 3 clusters Score -5127560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5127559.000000 Penalty: 5093.233887
	Iteration 84Q: 3 clusters Score -5127559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5127562.500000 Penalty: 5093.233887
	Iteration 85Q: 3 clusters Score -5127562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5127562.500000 Penalty: 5093.233887
	Iteration 86F: 3 clusters Score -5127562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (68486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Entering Unmasked Estep 
Score: -12068306.000000 Penalty: 2761.327148
	Iteration 0F: 2 clusters Score -1.206831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -12026639.000000 Penalty: 5522.654297
	Iteration 0F: 3 clusters Score -1.202664e+07 nChanged 32043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -12044589.000000 Penalty: 5522.654297
	Iteration 1F: 3 clusters Score -1.204459e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -12045168.000000 Penalty: 5522.654297
	Iteration 2Q: 3 clusters Score -1.204517e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -12045760.000000 Penalty: 5522.654297
	Iteration 3Q: 3 clusters Score -1.204576e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -12046544.000000 Penalty: 5522.654297
	Iteration 4Q: 3 clusters Score -1.204654e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -12047447.000000 Penalty: 5522.654297
	Iteration 5Q: 3 clusters Score -1.204745e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -12049050.000000 Penalty: 5522.654297
	Iteration 6Q: 3 clusters Score -1.204905e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -12051281.000000 Penalty: 5522.654297
	Iteration 7F: 3 clusters Score -1.205128e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -12054052.000000 Penalty: 5522.654297
	Iteration 8F: 3 clusters Score -1.205405e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -12057003.000000 Penalty: 5522.654297
	Iteration 9F: 3 clusters Score -1.2057e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -12059605.000000 Penalty: 5522.654297
	Iteration 10F: 3 clusters Score -1.20596e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -12061487.000000 Penalty: 5522.654297
	Iteration 11Q: 3 clusters Score -1.206149e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -12062835.000000 Penalty: 5522.654297
	Iteration 12Q: 3 clusters Score -1.206284e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -12063735.000000 Penalty: 5522.654297
	Iteration 13Q: 3 clusters Score -1.206374e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -12064392.000000 Penalty: 5522.654297
	Iteration 14Q: 3 clusters Score -1.206439e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -12064761.000000 Penalty: 5522.654297
	Iteration 15Q: 3 clusters Score -1.206476e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12065066.000000 Penalty: 5522.654297
	Iteration 16Q: 3 clusters Score -1.206507e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12065279.000000 Penalty: 5522.654297
	Iteration 17Q: 3 clusters Score -1.206528e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12065403.000000 Penalty: 5522.654297
	Iteration 18Q: 3 clusters Score -1.20654e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12065526.000000 Penalty: 5522.654297
	Iteration 19Q: 3 clusters Score -1.206553e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12065591.000000 Penalty: 5522.654297
	Iteration 20F: 3 clusters Score -1.206559e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12065643.000000 Penalty: 5522.654297
	Iteration 21Q: 3 clusters Score -1.206564e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12065674.000000 Penalty: 5522.654297
	Iteration 22Q: 3 clusters Score -1.206567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12065705.000000 Penalty: 5522.654297
	Iteration 23Q: 3 clusters Score -1.20657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12065717.000000 Penalty: 5522.654297
	Iteration 24Q: 3 clusters Score -1.206572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12065741.000000 Penalty: 5522.654297
	Iteration 25Q: 3 clusters Score -1.206574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12065769.000000 Penalty: 5522.654297
	Iteration 26Q: 3 clusters Score -1.206577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12065776.000000 Penalty: 5522.654297
	Iteration 27Q: 3 clusters Score -1.206578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12065787.000000 Penalty: 5522.654297
	Iteration 28Q: 3 clusters Score -1.206579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12065796.000000 Penalty: 5522.654297
	Iteration 29Q: 3 clusters Score -1.20658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12065793.000000 Penalty: 5522.654297
	Iteration 30Q: 3 clusters Score -1.206579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12065797.000000 Penalty: 5522.654297
	Iteration 31Q: 3 clusters Score -1.20658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -12065803.000000 Penalty: 5522.654297
	Iteration 32Q: 3 clusters Score -1.20658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12065825.000000 Penalty: 5522.654297
	Iteration 33Q: 3 clusters Score -1.206582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12065825.000000 Penalty: 5522.654297
	Iteration 34Q: 3 clusters Score -1.206582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12065826.000000 Penalty: 5522.654297
	Iteration 35Q: 3 clusters Score -1.206583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12065837.000000 Penalty: 5522.654297
	Iteration 36Q: 3 clusters Score -1.206584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12065837.000000 Penalty: 5522.654297
	Iteration 37F: 3 clusters Score -1.206584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (37763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Entering Unmasked Estep 
Score: -6727099.000000 Penalty: 2613.693115
	Iteration 0F: 2 clusters Score -6727099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -6701721.000000 Penalty: 5227.386230
	Iteration 0F: 3 clusters Score -6701721 nChanged 17162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -6711495.000000 Penalty: 5227.386230
	Iteration 1F: 3 clusters Score -6711495 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -6712381.500000 Penalty: 5227.386230
	Iteration 2F: 3 clusters Score -6712382 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -6713484.500000 Penalty: 5227.386230
	Iteration 3F: 3 clusters Score -6713484 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -6715128.000000 Penalty: 5227.386230
	Iteration 4F: 3 clusters Score -6715128 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6717301.500000 Penalty: 5227.386230
	Iteration 5F: 3 clusters Score -6717302 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6719920.500000 Penalty: 5227.386230
	Iteration 6F: 3 clusters Score -6719920 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -6722217.500000 Penalty: 5227.386230
	Iteration 7F: 3 clusters Score -6722218 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6723660.000000 Penalty: 5227.386230
	Iteration 8Q: 3 clusters Score -6723660 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6724449.500000 Penalty: 5227.386230
	Iteration 9Q: 3 clusters Score -6724450 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6724891.500000 Penalty: 5227.386230
	Iteration 10Q: 3 clusters Score -6724892 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6725091.000000 Penalty: 5227.386230
	Iteration 11Q: 3 clusters Score -6725091 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6725235.000000 Penalty: 5227.386230
	Iteration 12Q: 3 clusters Score -6725235 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6725321.000000 Penalty: 5227.386230
	Iteration 13Q: 3 clusters Score -6725321 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6725370.000000 Penalty: 5227.386230
	Iteration 14Q: 3 clusters Score -6725370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6725387.000000 Penalty: 5227.386230
	Iteration 15Q: 3 clusters Score -6725387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6725428.000000 Penalty: 5227.386230
	Iteration 16Q: 3 clusters Score -6725428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6725431.000000 Penalty: 5227.386230
	Iteration 17Q: 3 clusters Score -6725431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6725441.500000 Penalty: 5227.386230
	Iteration 18Q: 3 clusters Score -6725442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6725454.500000 Penalty: 5227.386230
	Iteration 19Q: 3 clusters Score -6725454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6725449.500000 Penalty: 5227.386230
	Iteration 20F: 3 clusters Score -6725450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6725460.000000 Penalty: 5227.386230
	Iteration 21Q: 3 clusters Score -6725460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6725462.000000 Penalty: 5227.386230
	Iteration 22Q: 3 clusters Score -6725462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6725461.500000 Penalty: 5227.386230
	Iteration 23Q: 3 clusters Score -6725462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6725452.000000 Penalty: 5227.386230
	Iteration 24Q: 3 clusters Score -6725452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6725448.000000 Penalty: 5227.386230
	Iteration 25Q: 3 clusters Score -6725448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6725453.000000 Penalty: 5227.386230
	Iteration 26Q: 3 clusters Score -6725453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6725459.000000 Penalty: 5227.386230
	Iteration 27Q: 3 clusters Score -6725459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6725458.500000 Penalty: 5227.386230
	Iteration 28Q: 3 clusters Score -6725458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6725462.000000 Penalty: 5227.386230
	Iteration 29Q: 3 clusters Score -6725462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6725463.500000 Penalty: 5227.386230
	Iteration 30Q: 3 clusters Score -6725464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6725463.500000 Penalty: 5227.386230
	Iteration 31F: 3 clusters Score -6725464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (41474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Entering Unmasked Estep 
Score: -7521423.500000 Penalty: 2636.939941
	Iteration 0F: 2 clusters Score -7521424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -7493746.000000 Penalty: 5273.879883
	Iteration 0F: 3 clusters Score -7493746 nChanged 19040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -7504025.500000 Penalty: 5273.879883
	Iteration 1F: 3 clusters Score -7504026 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -7504576.500000 Penalty: 5273.879883
	Iteration 2Q: 3 clusters Score -7504576 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -7505198.000000 Penalty: 5273.879883
	Iteration 3Q: 3 clusters Score -7505198 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -7506028.000000 Penalty: 5273.879883
	Iteration 4Q: 3 clusters Score -7506028 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -7507363.000000 Penalty: 5273.879883
	Iteration 5F: 3 clusters Score -7507363 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7509468.000000 Penalty: 5273.879883
	Iteration 6F: 3 clusters Score -7509468 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -7512442.000000 Penalty: 5273.879883
	Iteration 7F: 3 clusters Score -7512442 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -7515355.500000 Penalty: 5273.879883
	Iteration 8F: 3 clusters Score -7515356 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -7517448.500000 Penalty: 5273.879883
	Iteration 9F: 3 clusters Score -7517448 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -7518404.500000 Penalty: 5273.879883
	Iteration 10Q: 3 clusters Score -7518404 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -7518779.500000 Penalty: 5273.879883
	Iteration 11Q: 3 clusters Score -7518780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -7518943.000000 Penalty: 5273.879883
	Iteration 12Q: 3 clusters Score -7518943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -7519012.000000 Penalty: 5273.879883
	Iteration 13Q: 3 clusters Score -7519012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -7519065.000000 Penalty: 5273.879883
	Iteration 14Q: 3 clusters Score -7519065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -7519088.500000 Penalty: 5273.879883
	Iteration 15Q: 3 clusters Score -7519088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7519093.500000 Penalty: 5273.879883
	Iteration 16Q: 3 clusters Score -7519094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -7519112.000000 Penalty: 5273.879883
	Iteration 17Q: 3 clusters Score -7519112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -7519118.500000 Penalty: 5273.879883
	Iteration 18Q: 3 clusters Score -7519118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -7519119.000000 Penalty: 5273.879883
	Iteration 19Q: 3 clusters Score -7519119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7519121.000000 Penalty: 5273.879883
	Iteration 20F: 3 clusters Score -7519121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7519122.000000 Penalty: 5273.879883
	Iteration 21Q: 3 clusters Score -7519122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7519122.000000 Penalty: 5273.879883
	Iteration 22F: 3 clusters Score -7519122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -856382.312500 Penalty: 2108.565918
	Iteration 0F: 2 clusters Score -856382.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -851942.000000 Penalty: 4217.131836
	Iteration 0F: 3 clusters Score -851942 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -852991.687500 Penalty: 4217.131836
	Iteration 1F: 3 clusters Score -852991.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -853214.750000 Penalty: 4217.131836
	Iteration 2F: 3 clusters Score -853214.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -853369.875000 Penalty: 4217.131836
	Iteration 3Q: 3 clusters Score -853369.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -853539.437500 Penalty: 4217.131836
	Iteration 4Q: 3 clusters Score -853539.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -853709.500000 Penalty: 4217.131836
	Iteration 5Q: 3 clusters Score -853709.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -853845.000000 Penalty: 4217.131836
	Iteration 6Q: 3 clusters Score -853845 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -853980.937500 Penalty: 4217.131836
	Iteration 7Q: 3 clusters Score -853980.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -854152.812500 Penalty: 4217.131836
	Iteration 8Q: 3 clusters Score -854152.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -854336.250000 Penalty: 4217.131836
	Iteration 9Q: 3 clusters Score -854336.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -854505.187500 Penalty: 4217.131836
	Iteration 10Q: 3 clusters Score -854505.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -854633.812500 Penalty: 4217.131836
	Iteration 11Q: 3 clusters Score -854633.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -854745.375000 Penalty: 4217.131836
	Iteration 12Q: 3 clusters Score -854745.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -854846.562500 Penalty: 4217.131836
	Iteration 13Q: 3 clusters Score -854846.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -854919.187500 Penalty: 4217.131836
	Iteration 14Q: 3 clusters Score -854919.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -854978.062500 Penalty: 4217.131836
	Iteration 15Q: 3 clusters Score -854978.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -855027.000000 Penalty: 4217.131836
	Iteration 16Q: 3 clusters Score -855027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -855068.937500 Penalty: 4217.131836
	Iteration 17Q: 3 clusters Score -855068.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -855106.062500 Penalty: 4217.131836
	Iteration 18Q: 3 clusters Score -855106.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -855127.187500 Penalty: 4217.131836
	Iteration 19Q: 3 clusters Score -855127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -855134.312500 Penalty: 4217.131836
	Iteration 20F: 3 clusters Score -855134.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -855142.750000 Penalty: 4217.131836
	Iteration 21Q: 3 clusters Score -855142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -855153.187500 Penalty: 4217.131836
	Iteration 22Q: 3 clusters Score -855153.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -855160.187500 Penalty: 4217.131836
	Iteration 23Q: 3 clusters Score -855160.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -855164.312500 Penalty: 4217.131836
	Iteration 24Q: 3 clusters Score -855164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -855166.062500 Penalty: 4217.131836
	Iteration 25Q: 3 clusters Score -855166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -855170.750000 Penalty: 4217.131836
	Iteration 26Q: 3 clusters Score -855170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -855172.937500 Penalty: 4217.131836
	Iteration 27Q: 3 clusters Score -855172.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -855179.375000 Penalty: 4217.131836
	Iteration 28Q: 3 clusters Score -855179.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -855186.750000 Penalty: 4217.131836
	Iteration 29Q: 3 clusters Score -855186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -855190.875000 Penalty: 4217.131836
	Iteration 30Q: 3 clusters Score -855190.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -855200.687500 Penalty: 4217.131836
	Iteration 31Q: 3 clusters Score -855200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -855204.125000 Penalty: 4217.131836
	Iteration 32Q: 3 clusters Score -855204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -855210.812500 Penalty: 4217.131836
	Iteration 33Q: 3 clusters Score -855210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -855211.937500 Penalty: 4217.131836
	Iteration 34Q: 3 clusters Score -855211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -855219.125000 Penalty: 4217.131836
	Iteration 35Q: 3 clusters Score -855219.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -855223.312500 Penalty: 4217.131836
	Iteration 36Q: 3 clusters Score -855223.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -855229.250000 Penalty: 4217.131836
	Iteration 37Q: 3 clusters Score -855229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -855239.562500 Penalty: 4217.131836
	Iteration 38Q: 3 clusters Score -855239.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -855261.812500 Penalty: 4217.131836
	Iteration 39Q: 3 clusters Score -855261.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -855291.375000 Penalty: 4217.131836
	Iteration 40F: 3 clusters Score -855291.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -855348.687500 Penalty: 4217.131836
	Iteration 41Q: 3 clusters Score -855348.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -855413.687500 Penalty: 4217.131836
	Iteration 42Q: 3 clusters Score -855413.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -855452.937500 Penalty: 4217.131836
	Iteration 43Q: 3 clusters Score -855452.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -855489.187500 Penalty: 4217.131836
	Iteration 44Q: 3 clusters Score -855489.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -855508.875000 Penalty: 4217.131836
	Iteration 45Q: 3 clusters Score -855508.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -855525.937500 Penalty: 4217.131836
	Iteration 46Q: 3 clusters Score -855525.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -855536.812500 Penalty: 4217.131836
	Iteration 47Q: 3 clusters Score -855536.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -855540.000000 Penalty: 4217.131836
	Iteration 48Q: 3 clusters Score -855540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -855542.000000 Penalty: 4217.131836
	Iteration 49Q: 3 clusters Score -855542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -855547.812500 Penalty: 4217.131836
	Iteration 50Q: 3 clusters Score -855547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -855550.750000 Penalty: 4217.131836
	Iteration 51Q: 3 clusters Score -855550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -855551.500000 Penalty: 4217.131836
	Iteration 52Q: 3 clusters Score -855551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -855551.750000 Penalty: 4217.131836
	Iteration 53Q: 3 clusters Score -855551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -855554.312500 Penalty: 4217.131836
	Iteration 54Q: 3 clusters Score -855554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -855555.125000 Penalty: 4217.131836
	Iteration 55Q: 3 clusters Score -855555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -855557.250000 Penalty: 4217.131836
	Iteration 56Q: 3 clusters Score -855557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -855557.500000 Penalty: 4217.131836
	Iteration 57Q: 3 clusters Score -855557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -855557.937500 Penalty: 4217.131836
	Iteration 58Q: 3 clusters Score -855557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -855557.937500 Penalty: 4217.131836
	Iteration 59F: 3 clusters Score -855557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Entering Unmasked Estep 
Score: -7811381.500000 Penalty: 2650.647949
	Iteration 0F: 2 clusters Score -7811382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -7782492.000000 Penalty: 5301.295898
	Iteration 0F: 3 clusters Score -7782492 nChanged 20020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -7793598.000000 Penalty: 5301.295898
	Iteration 1F: 3 clusters Score -7793598 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7794207.500000 Penalty: 5301.295898
	Iteration 2Q: 3 clusters Score -7794208 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -7794805.500000 Penalty: 5301.295898
	Iteration 3Q: 3 clusters Score -7794806 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -7795455.500000 Penalty: 5301.295898
	Iteration 4Q: 3 clusters Score -7795456 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -7796266.000000 Penalty: 5301.295898
	Iteration 5Q: 3 clusters Score -7796266 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -7797243.000000 Penalty: 5301.295898
	Iteration 6Q: 3 clusters Score -7797243 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -7798363.500000 Penalty: 5301.295898
	Iteration 7F: 3 clusters Score -7798364 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -7799864.500000 Penalty: 5301.295898
	Iteration 8F: 3 clusters Score -7799864 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -7801625.500000 Penalty: 5301.295898
	Iteration 9F: 3 clusters Score -7801626 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -7803360.000000 Penalty: 5301.295898
	Iteration 10F: 3 clusters Score -7803360 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -7805076.000000 Penalty: 5301.295898
	Iteration 11F: 3 clusters Score -7805076 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7806512.500000 Penalty: 5301.295898
	Iteration 12Q: 3 clusters Score -7806512 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7807505.500000 Penalty: 5301.295898
	Iteration 13Q: 3 clusters Score -7807506 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7808156.500000 Penalty: 5301.295898
	Iteration 14Q: 3 clusters Score -7808156 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7808489.500000 Penalty: 5301.295898
	Iteration 15Q: 3 clusters Score -7808490 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7808707.000000 Penalty: 5301.295898
	Iteration 16Q: 3 clusters Score -7808707 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7808868.000000 Penalty: 5301.295898
	Iteration 17Q: 3 clusters Score -7808868 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7808966.000000 Penalty: 5301.295898
	Iteration 18Q: 3 clusters Score -7808966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7808999.000000 Penalty: 5301.295898
	Iteration 19Q: 3 clusters Score -7808999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7809023.000000 Penalty: 5301.295898
	Iteration 20F: 3 clusters Score -7809023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7809053.000000 Penalty: 5301.295898
	Iteration 21Q: 3 clusters Score -7809053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7809081.500000 Penalty: 5301.295898
	Iteration 22Q: 3 clusters Score -7809082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7809107.000000 Penalty: 5301.295898
	Iteration 23Q: 3 clusters Score -7809107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7809123.000000 Penalty: 5301.295898
	Iteration 24Q: 3 clusters Score -7809123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7809129.500000 Penalty: 5301.295898
	Iteration 25Q: 3 clusters Score -7809130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7809122.500000 Penalty: 5301.295898
	Iteration 26Q: 3 clusters Score -7809122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7809131.000000 Penalty: 5301.295898
	Iteration 27Q: 3 clusters Score -7809131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7809143.000000 Penalty: 5301.295898
	Iteration 28Q: 3 clusters Score -7809143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7809148.500000 Penalty: 5301.295898
	Iteration 29Q: 3 clusters Score -7809148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7809149.500000 Penalty: 5301.295898
	Iteration 30Q: 3 clusters Score -7809150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7809149.500000 Penalty: 5301.295898
	Iteration 31F: 3 clusters Score -7809150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151681.062500 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151681.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -152128.937500 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152128.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152339.781250 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152339.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152477.625000 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152477.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152567.312500 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -152567.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152628.296875 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -152628.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152673.390625 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -152695.609375 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152695.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152725.718750 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152736.343750 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152742.687500 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -152742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152751.703125 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -152751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152764.031250 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -152764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152767.593750 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -152767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152768.593750 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -152768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152769.703125 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -152769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -152770.062500 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -152770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -152770.312500 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -152770.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -152770.312500 Penalty: 3444.745361
	Iteration 18F: 3 clusters Score -152770.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (56843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Entering Unmasked Estep 
Score: -10231936.000000 Penalty: 2715.115967
	Iteration 0F: 2 clusters Score -1.023194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -10201302.000000 Penalty: 5430.231934
	Iteration 0F: 3 clusters Score -1.02013e+07 nChanged 26340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -10216076.000000 Penalty: 5430.231934
	Iteration 1F: 3 clusters Score -1.021608e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -10216654.000000 Penalty: 5430.231934
	Iteration 2Q: 3 clusters Score -1.021665e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -10217206.000000 Penalty: 5430.231934
	Iteration 3Q: 3 clusters Score -1.021721e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -10217776.000000 Penalty: 5430.231934
	Iteration 4Q: 3 clusters Score -1.021778e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -10218513.000000 Penalty: 5430.231934
	Iteration 5Q: 3 clusters Score -1.021851e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -10219501.000000 Penalty: 5430.231934
	Iteration 6Q: 3 clusters Score -1.02195e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -10221140.000000 Penalty: 5430.231934
	Iteration 7F: 3 clusters Score -1.022114e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -10223278.000000 Penalty: 5430.231934
	Iteration 8F: 3 clusters Score -1.022328e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -10225149.000000 Penalty: 5430.231934
	Iteration 9F: 3 clusters Score -1.022515e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -10226429.000000 Penalty: 5430.231934
	Iteration 10F: 3 clusters Score -1.022643e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -10227470.000000 Penalty: 5430.231934
	Iteration 11Q: 3 clusters Score -1.022747e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -10228169.000000 Penalty: 5430.231934
	Iteration 12Q: 3 clusters Score -1.022817e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -10228648.000000 Penalty: 5430.231934
	Iteration 13Q: 3 clusters Score -1.022865e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -10228978.000000 Penalty: 5430.231934
	Iteration 14Q: 3 clusters Score -1.022898e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -10229185.000000 Penalty: 5430.231934
	Iteration 15Q: 3 clusters Score -1.022918e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -10229310.000000 Penalty: 5430.231934
	Iteration 16Q: 3 clusters Score -1.022931e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -10229375.000000 Penalty: 5430.231934
	Iteration 17Q: 3 clusters Score -1.022938e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -10229460.000000 Penalty: 5430.231934
	Iteration 18Q: 3 clusters Score -1.022946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -10229486.000000 Penalty: 5430.231934
	Iteration 19Q: 3 clusters Score -1.022949e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -10229534.000000 Penalty: 5430.231934
	Iteration 20F: 3 clusters Score -1.022953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -10229547.000000 Penalty: 5430.231934
	Iteration 21Q: 3 clusters Score -1.022955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -10229553.000000 Penalty: 5430.231934
	Iteration 22Q: 3 clusters Score -1.022955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -10229574.000000 Penalty: 5430.231934
	Iteration 23Q: 3 clusters Score -1.022957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -10229570.000000 Penalty: 5430.231934
	Iteration 24Q: 3 clusters Score -1.022957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -10229580.000000 Penalty: 5430.231934
	Iteration 25Q: 3 clusters Score -1.022958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -10229579.000000 Penalty: 5430.231934
	Iteration 26Q: 3 clusters Score -1.022958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -10229576.000000 Penalty: 5430.231934
	Iteration 27Q: 3 clusters Score -1.022958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -10229579.000000 Penalty: 5430.231934
	Iteration 28Q: 3 clusters Score -1.022958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -10229586.000000 Penalty: 5430.231934
	Iteration 29Q: 3 clusters Score -1.022959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -10229602.000000 Penalty: 5430.231934
	Iteration 30Q: 3 clusters Score -1.02296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -10229595.000000 Penalty: 5430.231934
	Iteration 31Q: 3 clusters Score -1.02296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -10229601.000000 Penalty: 5430.231934
	Iteration 32Q: 3 clusters Score -1.02296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -10229606.000000 Penalty: 5430.231934
	Iteration 33Q: 3 clusters Score -1.022961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -10229615.000000 Penalty: 5430.231934
	Iteration 34Q: 3 clusters Score -1.022962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -10229618.000000 Penalty: 5430.231934
	Iteration 35Q: 3 clusters Score -1.022962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -10229617.000000 Penalty: 5430.231934
	Iteration 36Q: 3 clusters Score -1.022962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -10229617.000000 Penalty: 5430.231934
	Iteration 37Q: 3 clusters Score -1.022962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -10229624.000000 Penalty: 5430.231934
	Iteration 38Q: 3 clusters Score -1.022962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -10229626.000000 Penalty: 5430.231934
	Iteration 39Q: 3 clusters Score -1.022963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -10229628.000000 Penalty: 5430.231934
	Iteration 40F: 3 clusters Score -1.022963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -10229633.000000 Penalty: 5430.231934
	Iteration 41Q: 3 clusters Score -1.022963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -10229633.000000 Penalty: 5430.231934
	Iteration 42Q: 3 clusters Score -1.022963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -10229637.000000 Penalty: 5430.231934
	Iteration 43Q: 3 clusters Score -1.022964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -10229646.000000 Penalty: 5430.231934
	Iteration 44Q: 3 clusters Score -1.022965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -10229662.000000 Penalty: 5430.231934
	Iteration 45Q: 3 clusters Score -1.022966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -10229662.000000 Penalty: 5430.231934
	Iteration 46F: 3 clusters Score -1.022966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16915 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37690 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22072 members 
Mstep: Class 13 contains 43531 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 34985 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 48522 members 
Mstep: Class 23 contains 51209 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44800 members 
Mstep: Class 26 contains 19948 members 
Mstep: Class 27 contains 40064 members 
Mstep: Class 28 contains 41634 members 
Mstep: Class 29 contains 48766 members 
Mstep: Class 30 contains 49805 members 
Mstep: Class 31 contains 24091 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28814 members 
Mstep: Class 34 contains 68486 members 
Mstep: Class 35 contains 37763 members 
Mstep: Class 36 contains 41474 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43831 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425264.000000 Penalty: 138191.531250
Iteration 359Q: 41 clusters Score -1.964253e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 31529 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16918 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37721 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 50561 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22076 members 
Mstep: Class 13 contains 43538 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 34974 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45245 members 
Mstep: Class 18 contains 11580 members 
Mstep: Class 19 contains 20085 members 
Mstep: Class 20 contains 42089 members 
Mstep: Class 21 contains 15975 members 
Mstep: Class 22 contains 48531 members 
Mstep: Class 23 contains 51208 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44826 members 
Mstep: Class 26 contains 19949 members 
Mstep: Class 27 contains 40067 members 
Mstep: Class 28 contains 41638 members 
Mstep: Class 29 contains 48841 members 
Mstep: Class 30 contains 49806 members 
Mstep: Class 31 contains 24094 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 28956 members 
Mstep: Class 34 contains 68498 members 
Mstep: Class 35 contains 37796 members 
Mstep: Class 36 contains 41419 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43832 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425120.000000 Penalty: 138191.531250
Iteration 360F: 41 clusters Score -1.964251e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 31414 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16916 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37763 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50565 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22085 members 
Mstep: Class 13 contains 43534 members 
Mstep: Class 14 contains 44014 members 
Mstep: Class 15 contains 34969 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45257 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 19928 members 
Mstep: Class 20 contains 42111 members 
Mstep: Class 21 contains 15987 members 
Mstep: Class 22 contains 48534 members 
Mstep: Class 23 contains 51203 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44834 members 
Mstep: Class 26 contains 19951 members 
Mstep: Class 27 contains 40055 members 
Mstep: Class 28 contains 41639 members 
Mstep: Class 29 contains 48876 members 
Mstep: Class 30 contains 49822 members 
Mstep: Class 31 contains 24098 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 29085 members 
Mstep: Class 34 contains 68526 members 
Mstep: Class 35 contains 37831 members 
Mstep: Class 36 contains 41365 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43834 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425152.000000 Penalty: 138191.531250
Iteration 361Q: 41 clusters Score -1.964252e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 31283 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16912 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37792 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 50573 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22088 members 
Mstep: Class 13 contains 43537 members 
Mstep: Class 14 contains 43981 members 
Mstep: Class 15 contains 34973 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45258 members 
Mstep: Class 18 contains 11576 members 
Mstep: Class 19 contains 19782 members 
Mstep: Class 20 contains 42145 members 
Mstep: Class 21 contains 15982 members 
Mstep: Class 22 contains 48534 members 
Mstep: Class 23 contains 51195 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44830 members 
Mstep: Class 26 contains 19953 members 
Mstep: Class 27 contains 40053 members 
Mstep: Class 28 contains 41637 members 
Mstep: Class 29 contains 48923 members 
Mstep: Class 30 contains 49844 members 
Mstep: Class 31 contains 24100 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 29214 members 
Mstep: Class 34 contains 68533 members 
Mstep: Class 35 contains 37872 members 
Mstep: Class 36 contains 41340 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43842 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425440.000000 Penalty: 138191.531250
Iteration 362Q: 41 clusters Score -1.964254e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 31151 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16911 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37831 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50573 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22090 members 
Mstep: Class 13 contains 43540 members 
Mstep: Class 14 contains 43934 members 
Mstep: Class 15 contains 34981 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45275 members 
Mstep: Class 18 contains 11574 members 
Mstep: Class 19 contains 19663 members 
Mstep: Class 20 contains 42200 members 
Mstep: Class 21 contains 15976 members 
Mstep: Class 22 contains 48543 members 
Mstep: Class 23 contains 51176 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44821 members 
Mstep: Class 26 contains 19954 members 
Mstep: Class 27 contains 40057 members 
Mstep: Class 28 contains 41640 members 
Mstep: Class 29 contains 48961 members 
Mstep: Class 30 contains 49871 members 
Mstep: Class 31 contains 24101 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 29325 members 
Mstep: Class 34 contains 68537 members 
Mstep: Class 35 contains 37905 members 
Mstep: Class 36 contains 41301 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43845 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425456.000000 Penalty: 138191.531250
Iteration 363Q: 41 clusters Score -1.964255e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 31025 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16908 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37877 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 50560 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22095 members 
Mstep: Class 13 contains 43546 members 
Mstep: Class 14 contains 43917 members 
Mstep: Class 15 contains 34986 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45259 members 
Mstep: Class 18 contains 11574 members 
Mstep: Class 19 contains 19531 members 
Mstep: Class 20 contains 42214 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 48559 members 
Mstep: Class 23 contains 51167 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44801 members 
Mstep: Class 26 contains 19960 members 
Mstep: Class 27 contains 40064 members 
Mstep: Class 28 contains 41643 members 
Mstep: Class 29 contains 49001 members 
Mstep: Class 30 contains 49894 members 
Mstep: Class 31 contains 24103 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 29468 members 
Mstep: Class 34 contains 68541 members 
Mstep: Class 35 contains 37940 members 
Mstep: Class 36 contains 41268 members 
Mstep: Class 37 contains 4929 members 
Mstep: Class 38 contains 43852 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425504.000000 Penalty: 138191.531250
Iteration 364Q: 41 clusters Score -1.964255e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 30892 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 16907 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37914 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 50561 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22101 members 
Mstep: Class 13 contains 43549 members 
Mstep: Class 14 contains 43918 members 
Mstep: Class 15 contains 34997 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45244 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 19395 members 
Mstep: Class 20 contains 42233 members 
Mstep: Class 21 contains 15978 members 
Mstep: Class 22 contains 48552 members 
Mstep: Class 23 contains 51166 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44791 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 40065 members 
Mstep: Class 28 contains 41648 members 
Mstep: Class 29 contains 49045 members 
Mstep: Class 30 contains 49897 members 
Mstep: Class 31 contains 24104 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 29604 members 
Mstep: Class 34 contains 68538 members 
Mstep: Class 35 contains 37974 members 
Mstep: Class 36 contains 41240 members 
Mstep: Class 37 contains 4930 members 
Mstep: Class 38 contains 43861 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425360.000000 Penalty: 138191.531250
Iteration 365Q: 41 clusters Score -1.964254e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 30773 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 16905 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37934 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22100 members 
Mstep: Class 13 contains 43552 members 
Mstep: Class 14 contains 43918 members 
Mstep: Class 15 contains 34992 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45241 members 
Mstep: Class 18 contains 11571 members 
Mstep: Class 19 contains 19257 members 
Mstep: Class 20 contains 42254 members 
Mstep: Class 21 contains 15994 members 
Mstep: Class 22 contains 48554 members 
Mstep: Class 23 contains 51155 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44812 members 
Mstep: Class 26 contains 19974 members 
Mstep: Class 27 contains 40055 members 
Mstep: Class 28 contains 41653 members 
Mstep: Class 29 contains 49094 members 
Mstep: Class 30 contains 49917 members 
Mstep: Class 31 contains 24107 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 29730 members 
Mstep: Class 34 contains 68528 members 
Mstep: Class 35 contains 37996 members 
Mstep: Class 36 contains 41215 members 
Mstep: Class 37 contains 4930 members 
Mstep: Class 38 contains 43871 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425344.000000 Penalty: 138191.531250
Iteration 366Q: 41 clusters Score -1.964253e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 30649 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14072 members 
Mstep: Class 5 contains 16900 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 37966 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50557 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22104 members 
Mstep: Class 13 contains 43556 members 
Mstep: Class 14 contains 43917 members 
Mstep: Class 15 contains 34991 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45235 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 19 contains 19109 members 
Mstep: Class 20 contains 42301 members 
Mstep: Class 21 contains 16002 members 
Mstep: Class 22 contains 48551 members 
Mstep: Class 23 contains 51122 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44830 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 40057 members 
Mstep: Class 28 contains 41657 members 
Mstep: Class 29 contains 49123 members 
Mstep: Class 30 contains 49939 members 
Mstep: Class 31 contains 24109 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 29862 members 
Mstep: Class 34 contains 68534 members 
Mstep: Class 35 contains 38032 members 
Mstep: Class 36 contains 41184 members 
Mstep: Class 37 contains 4930 members 
Mstep: Class 38 contains 43878 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425104.000000 Penalty: 138191.531250
Iteration 367Q: 41 clusters Score -1.964251e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 30529 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14077 members 
Mstep: Class 5 contains 16895 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 50549 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22102 members 
Mstep: Class 13 contains 43562 members 
Mstep: Class 14 contains 43918 members 
Mstep: Class 15 contains 34982 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45210 members 
Mstep: Class 18 contains 11567 members 
Mstep: Class 19 contains 18971 members 
Mstep: Class 20 contains 42343 members 
Mstep: Class 21 contains 16003 members 
Mstep: Class 22 contains 48575 members 
Mstep: Class 23 contains 51100 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44848 members 
Mstep: Class 26 contains 19968 members 
Mstep: Class 27 contains 40057 members 
Mstep: Class 28 contains 41659 members 
Mstep: Class 29 contains 49137 members 
Mstep: Class 30 contains 49964 members 
Mstep: Class 31 contains 24111 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 30005 members 
Mstep: Class 34 contains 68545 members 
Mstep: Class 35 contains 38059 members 
Mstep: Class 36 contains 41153 members 
Mstep: Class 37 contains 4930 members 
Mstep: Class 38 contains 43881 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424928.000000 Penalty: 138191.531250
Iteration 368Q: 41 clusters Score -1.964249e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 30384 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14078 members 
Mstep: Class 5 contains 16890 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38053 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 50533 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 22101 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 43917 members 
Mstep: Class 15 contains 34987 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45173 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 18843 members 
Mstep: Class 20 contains 42372 members 
Mstep: Class 21 contains 16001 members 
Mstep: Class 22 contains 48615 members 
Mstep: Class 23 contains 51093 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44872 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 40067 members 
Mstep: Class 28 contains 41665 members 
Mstep: Class 29 contains 49148 members 
Mstep: Class 30 contains 49994 members 
Mstep: Class 31 contains 24110 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 30160 members 
Mstep: Class 34 contains 68544 members 
Mstep: Class 35 contains 38077 members 
Mstep: Class 36 contains 41102 members 
Mstep: Class 37 contains 4931 members 
Mstep: Class 38 contains 43885 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424736.000000 Penalty: 138191.531250
Iteration 369Q: 41 clusters Score -1.964247e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 30239 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14077 members 
Mstep: Class 5 contains 16890 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38076 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 50526 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 22102 members 
Mstep: Class 13 contains 43571 members 
Mstep: Class 14 contains 43921 members 
Mstep: Class 15 contains 34990 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45159 members 
Mstep: Class 18 contains 11563 members 
Mstep: Class 19 contains 18715 members 
Mstep: Class 20 contains 42390 members 
Mstep: Class 21 contains 16001 members 
Mstep: Class 22 contains 48666 members 
Mstep: Class 23 contains 51079 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44894 members 
Mstep: Class 26 contains 19968 members 
Mstep: Class 27 contains 40060 members 
Mstep: Class 28 contains 41663 members 
Mstep: Class 29 contains 49171 members 
Mstep: Class 30 contains 50014 members 
Mstep: Class 31 contains 24113 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 30322 members 
Mstep: Class 34 contains 68559 members 
Mstep: Class 35 contains 38099 members 
Mstep: Class 36 contains 41047 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 43888 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424656.000000 Penalty: 138191.531250
Iteration 370Q: 41 clusters Score -1.964247e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 30072 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14081 members 
Mstep: Class 5 contains 16890 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38111 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 50516 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22096 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 43911 members 
Mstep: Class 15 contains 34985 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45099 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 18608 members 
Mstep: Class 20 contains 42409 members 
Mstep: Class 21 contains 16005 members 
Mstep: Class 22 contains 48690 members 
Mstep: Class 23 contains 51063 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44918 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 40078 members 
Mstep: Class 28 contains 41667 members 
Mstep: Class 29 contains 49181 members 
Mstep: Class 30 contains 50034 members 
Mstep: Class 31 contains 24116 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 30498 members 
Mstep: Class 34 contains 68570 members 
Mstep: Class 35 contains 38118 members 
Mstep: Class 36 contains 41059 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43885 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424704.000000 Penalty: 138191.531250
Iteration 371Q: 41 clusters Score -1.964247e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 29892 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14086 members 
Mstep: Class 5 contains 16888 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38163 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 50503 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22094 members 
Mstep: Class 13 contains 43572 members 
Mstep: Class 14 contains 43904 members 
Mstep: Class 15 contains 34989 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45052 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 18500 members 
Mstep: Class 20 contains 42433 members 
Mstep: Class 21 contains 15999 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 51054 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44935 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 40079 members 
Mstep: Class 28 contains 41666 members 
Mstep: Class 29 contains 49171 members 
Mstep: Class 30 contains 50042 members 
Mstep: Class 31 contains 24118 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 30680 members 
Mstep: Class 34 contains 68584 members 
Mstep: Class 35 contains 38134 members 
Mstep: Class 36 contains 41064 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43886 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424784.000000 Penalty: 138191.531250
Iteration 372Q: 41 clusters Score -1.964248e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 29688 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 16887 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38216 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 50482 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 22100 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 43903 members 
Mstep: Class 15 contains 34988 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45031 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 18413 members 
Mstep: Class 20 contains 42443 members 
Mstep: Class 21 contains 16002 members 
Mstep: Class 22 contains 48740 members 
Mstep: Class 23 contains 51044 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44947 members 
Mstep: Class 26 contains 19957 members 
Mstep: Class 27 contains 40086 members 
Mstep: Class 28 contains 41670 members 
Mstep: Class 29 contains 49158 members 
Mstep: Class 30 contains 50060 members 
Mstep: Class 31 contains 24119 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 30885 members 
Mstep: Class 34 contains 68618 members 
Mstep: Class 35 contains 38164 members 
Mstep: Class 36 contains 41044 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43879 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424672.000000 Penalty: 138191.531250
Iteration 373Q: 41 clusters Score -1.964247e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14076 members 
Mstep: Class 5 contains 16888 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38241 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 50474 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22102 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 43901 members 
Mstep: Class 15 contains 34994 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45003 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 18316 members 
Mstep: Class 20 contains 42466 members 
Mstep: Class 21 contains 16019 members 
Mstep: Class 22 contains 48750 members 
Mstep: Class 23 contains 51026 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44943 members 
Mstep: Class 26 contains 19957 members 
Mstep: Class 27 contains 40097 members 
Mstep: Class 28 contains 41674 members 
Mstep: Class 29 contains 49160 members 
Mstep: Class 30 contains 50079 members 
Mstep: Class 31 contains 24120 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 31078 members 
Mstep: Class 34 contains 68643 members 
Mstep: Class 35 contains 38203 members 
Mstep: Class 36 contains 41009 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43882 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 56996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424560.000000 Penalty: 138191.531250
Iteration 374Q: 41 clusters Score -1.964246e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 29303 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 16887 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38275 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 50477 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22113 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 43869 members 
Mstep: Class 15 contains 34995 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44979 members 
Mstep: Class 18 contains 11555 members 
Mstep: Class 19 contains 18216 members 
Mstep: Class 20 contains 42487 members 
Mstep: Class 21 contains 16017 members 
Mstep: Class 22 contains 48769 members 
Mstep: Class 23 contains 51024 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44940 members 
Mstep: Class 26 contains 19958 members 
Mstep: Class 27 contains 40090 members 
Mstep: Class 28 contains 41681 members 
Mstep: Class 29 contains 49162 members 
Mstep: Class 30 contains 50110 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 31270 members 
Mstep: Class 34 contains 68663 members 
Mstep: Class 35 contains 38250 members 
Mstep: Class 36 contains 40972 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 43896 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424848.000000 Penalty: 138191.531250
Iteration 375Q: 41 clusters Score -1.964248e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 29077 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14077 members 
Mstep: Class 5 contains 16893 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38299 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 50463 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 22114 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 43840 members 
Mstep: Class 15 contains 35012 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44906 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 18118 members 
Mstep: Class 20 contains 42510 members 
Mstep: Class 21 contains 16020 members 
Mstep: Class 22 contains 48844 members 
Mstep: Class 23 contains 51037 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44952 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 40074 members 
Mstep: Class 28 contains 41687 members 
Mstep: Class 29 contains 49160 members 
Mstep: Class 30 contains 50141 members 
Mstep: Class 31 contains 24124 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 31480 members 
Mstep: Class 34 contains 68686 members 
Mstep: Class 35 contains 38291 members 
Mstep: Class 36 contains 40940 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43892 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425024.000000 Penalty: 138191.531250
Iteration 376Q: 41 clusters Score -1.96425e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 28824 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14077 members 
Mstep: Class 5 contains 16896 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38318 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 50441 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22118 members 
Mstep: Class 13 contains 43574 members 
Mstep: Class 14 contains 43817 members 
Mstep: Class 15 contains 35017 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44841 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 18019 members 
Mstep: Class 20 contains 42508 members 
Mstep: Class 21 contains 16023 members 
Mstep: Class 22 contains 48934 members 
Mstep: Class 23 contains 51038 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 19974 members 
Mstep: Class 27 contains 40081 members 
Mstep: Class 28 contains 41690 members 
Mstep: Class 29 contains 49159 members 
Mstep: Class 30 contains 50175 members 
Mstep: Class 31 contains 24131 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 31682 members 
Mstep: Class 34 contains 68689 members 
Mstep: Class 35 contains 38338 members 
Mstep: Class 36 contains 40915 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43903 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424896.000000 Penalty: 138191.531250
Iteration 377Q: 41 clusters Score -1.964249e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 28524 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 16901 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38355 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22129 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 43794 members 
Mstep: Class 15 contains 35040 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44775 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 17913 members 
Mstep: Class 20 contains 42516 members 
Mstep: Class 21 contains 16020 members 
Mstep: Class 22 contains 49015 members 
Mstep: Class 23 contains 51042 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45013 members 
Mstep: Class 26 contains 19979 members 
Mstep: Class 27 contains 40089 members 
Mstep: Class 28 contains 41696 members 
Mstep: Class 29 contains 49140 members 
Mstep: Class 30 contains 50213 members 
Mstep: Class 31 contains 24130 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 31898 members 
Mstep: Class 34 contains 68692 members 
Mstep: Class 35 contains 38387 members 
Mstep: Class 36 contains 40911 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43903 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425040.000000 Penalty: 138191.531250
Iteration 378Q: 41 clusters Score -1.96425e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 28224 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 16913 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38402 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50426 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22132 members 
Mstep: Class 13 contains 43580 members 
Mstep: Class 14 contains 43751 members 
Mstep: Class 15 contains 35052 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44735 members 
Mstep: Class 18 contains 11552 members 
Mstep: Class 19 contains 17789 members 
Mstep: Class 20 contains 42488 members 
Mstep: Class 21 contains 16024 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 51048 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45030 members 
Mstep: Class 26 contains 19994 members 
Mstep: Class 27 contains 40101 members 
Mstep: Class 28 contains 41696 members 
Mstep: Class 29 contains 49140 members 
Mstep: Class 30 contains 50258 members 
Mstep: Class 31 contains 24134 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 32124 members 
Mstep: Class 34 contains 68715 members 
Mstep: Class 35 contains 38439 members 
Mstep: Class 36 contains 40898 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43908 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425136.000000 Penalty: 138191.531250
Iteration 379Q: 41 clusters Score -1.964251e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 27863 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38442 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 50420 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22153 members 
Mstep: Class 13 contains 43586 members 
Mstep: Class 14 contains 43667 members 
Mstep: Class 15 contains 35076 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44700 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 17658 members 
Mstep: Class 20 contains 42492 members 
Mstep: Class 21 contains 16024 members 
Mstep: Class 22 contains 49201 members 
Mstep: Class 23 contains 51049 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45047 members 
Mstep: Class 26 contains 20007 members 
Mstep: Class 27 contains 40103 members 
Mstep: Class 28 contains 41698 members 
Mstep: Class 29 contains 49150 members 
Mstep: Class 30 contains 50311 members 
Mstep: Class 31 contains 24133 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 32354 members 
Mstep: Class 34 contains 68742 members 
Mstep: Class 35 contains 38495 members 
Mstep: Class 36 contains 40899 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43918 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196425296.000000 Penalty: 138191.531250
Iteration 380F: 41 clusters Score -1.964253e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 27511 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16934 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38473 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 50400 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22164 members 
Mstep: Class 13 contains 43590 members 
Mstep: Class 14 contains 43570 members 
Mstep: Class 15 contains 35087 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44670 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 17567 members 
Mstep: Class 20 contains 42487 members 
Mstep: Class 21 contains 16029 members 
Mstep: Class 22 contains 49322 members 
Mstep: Class 23 contains 51044 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45032 members 
Mstep: Class 26 contains 20028 members 
Mstep: Class 27 contains 40113 members 
Mstep: Class 28 contains 41696 members 
Mstep: Class 29 contains 49146 members 
Mstep: Class 30 contains 50368 members 
Mstep: Class 31 contains 24137 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 32590 members 
Mstep: Class 34 contains 68760 members 
Mstep: Class 35 contains 38552 members 
Mstep: Class 36 contains 40921 members 
Mstep: Class 37 contains 4922 members 
Mstep: Class 38 contains 43927 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424912.000000 Penalty: 138191.531250
Iteration 381Q: 41 clusters Score -1.964249e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 27193 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 16937 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38520 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50374 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22172 members 
Mstep: Class 13 contains 43596 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 35099 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44604 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 17465 members 
Mstep: Class 20 contains 42483 members 
Mstep: Class 21 contains 16043 members 
Mstep: Class 22 contains 49451 members 
Mstep: Class 23 contains 51028 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45029 members 
Mstep: Class 26 contains 20037 members 
Mstep: Class 27 contains 40110 members 
Mstep: Class 28 contains 41691 members 
Mstep: Class 29 contains 49161 members 
Mstep: Class 30 contains 50394 members 
Mstep: Class 31 contains 24142 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 32851 members 
Mstep: Class 34 contains 68778 members 
Mstep: Class 35 contains 38596 members 
Mstep: Class 36 contains 40961 members 
Mstep: Class 37 contains 4919 members 
Mstep: Class 38 contains 43931 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424400.000000 Penalty: 138191.531250
Iteration 382Q: 41 clusters Score -1.964244e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 26891 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 16943 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38560 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 50332 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22167 members 
Mstep: Class 13 contains 43598 members 
Mstep: Class 14 contains 43409 members 
Mstep: Class 15 contains 35098 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44481 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 42490 members 
Mstep: Class 21 contains 16055 members 
Mstep: Class 22 contains 49591 members 
Mstep: Class 23 contains 51007 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45020 members 
Mstep: Class 26 contains 20050 members 
Mstep: Class 27 contains 40118 members 
Mstep: Class 28 contains 41691 members 
Mstep: Class 29 contains 49167 members 
Mstep: Class 30 contains 50412 members 
Mstep: Class 31 contains 24146 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 33145 members 
Mstep: Class 34 contains 68811 members 
Mstep: Class 35 contains 38643 members 
Mstep: Class 36 contains 41002 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43936 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424544.000000 Penalty: 138191.531250
Iteration 383Q: 41 clusters Score -1.964245e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 26592 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14058 members 
Mstep: Class 5 contains 16946 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38610 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 50287 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 43603 members 
Mstep: Class 14 contains 43343 members 
Mstep: Class 15 contains 35093 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44323 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 17247 members 
Mstep: Class 20 contains 42499 members 
Mstep: Class 21 contains 16058 members 
Mstep: Class 22 contains 49758 members 
Mstep: Class 23 contains 50992 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45018 members 
Mstep: Class 26 contains 20053 members 
Mstep: Class 27 contains 40126 members 
Mstep: Class 28 contains 41691 members 
Mstep: Class 29 contains 49161 members 
Mstep: Class 30 contains 50417 members 
Mstep: Class 31 contains 24147 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 33468 members 
Mstep: Class 34 contains 68844 members 
Mstep: Class 35 contains 38683 members 
Mstep: Class 36 contains 41042 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43938 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424464.000000 Penalty: 138191.531250
Iteration 384Q: 41 clusters Score -1.964245e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 26314 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 16953 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38679 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 50235 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 43608 members 
Mstep: Class 14 contains 43272 members 
Mstep: Class 15 contains 35098 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44144 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 17139 members 
Mstep: Class 20 contains 42498 members 
Mstep: Class 21 contains 16062 members 
Mstep: Class 22 contains 49941 members 
Mstep: Class 23 contains 50971 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45028 members 
Mstep: Class 26 contains 20059 members 
Mstep: Class 27 contains 40140 members 
Mstep: Class 28 contains 41699 members 
Mstep: Class 29 contains 49151 members 
Mstep: Class 30 contains 50417 members 
Mstep: Class 31 contains 24154 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 33789 members 
Mstep: Class 34 contains 68859 members 
Mstep: Class 35 contains 38731 members 
Mstep: Class 36 contains 41062 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43931 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424448.000000 Penalty: 138191.531250
Iteration 385Q: 41 clusters Score -1.964244e+08 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 26056 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14059 members 
Mstep: Class 5 contains 16952 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38723 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 50171 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22167 members 
Mstep: Class 13 contains 43607 members 
Mstep: Class 14 contains 43197 members 
Mstep: Class 15 contains 35093 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43999 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 17039 members 
Mstep: Class 20 contains 42509 members 
Mstep: Class 21 contains 16062 members 
Mstep: Class 22 contains 50141 members 
Mstep: Class 23 contains 50951 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45028 members 
Mstep: Class 26 contains 20060 members 
Mstep: Class 27 contains 40145 members 
Mstep: Class 28 contains 41699 members 
Mstep: Class 29 contains 49140 members 
Mstep: Class 30 contains 50448 members 
Mstep: Class 31 contains 24158 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 34087 members 
Mstep: Class 34 contains 68876 members 
Mstep: Class 35 contains 38773 members 
Mstep: Class 36 contains 41078 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43926 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424160.000000 Penalty: 138191.531250
Iteration 386Q: 41 clusters Score -1.964242e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 25831 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 16951 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38761 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 50084 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22157 members 
Mstep: Class 13 contains 43605 members 
Mstep: Class 14 contains 43122 members 
Mstep: Class 15 contains 35083 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43925 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 16958 members 
Mstep: Class 20 contains 42485 members 
Mstep: Class 21 contains 16066 members 
Mstep: Class 22 contains 50335 members 
Mstep: Class 23 contains 50940 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45028 members 
Mstep: Class 26 contains 20046 members 
Mstep: Class 27 contains 40146 members 
Mstep: Class 28 contains 41707 members 
Mstep: Class 29 contains 49130 members 
Mstep: Class 30 contains 50479 members 
Mstep: Class 31 contains 24158 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 34366 members 
Mstep: Class 34 contains 68871 members 
Mstep: Class 35 contains 38817 members 
Mstep: Class 36 contains 41094 members 
Mstep: Class 37 contains 4907 members 
Mstep: Class 38 contains 43930 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423920.000000 Penalty: 138191.531250
Iteration 387Q: 41 clusters Score -1.964239e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 25631 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 16958 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38805 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 50003 members 
Mstep: Class 11 contains 10542 members 
Mstep: Class 12 contains 22154 members 
Mstep: Class 13 contains 43606 members 
Mstep: Class 14 contains 43020 members 
Mstep: Class 15 contains 35085 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43839 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 16878 members 
Mstep: Class 20 contains 42478 members 
Mstep: Class 21 contains 16063 members 
Mstep: Class 22 contains 50502 members 
Mstep: Class 23 contains 50942 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45004 members 
Mstep: Class 26 contains 20046 members 
Mstep: Class 27 contains 40138 members 
Mstep: Class 28 contains 41709 members 
Mstep: Class 29 contains 49101 members 
Mstep: Class 30 contains 50503 members 
Mstep: Class 31 contains 24158 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 34646 members 
Mstep: Class 34 contains 68882 members 
Mstep: Class 35 contains 38873 members 
Mstep: Class 36 contains 41126 members 
Mstep: Class 37 contains 4907 members 
Mstep: Class 38 contains 43925 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423904.000000 Penalty: 138191.531250
Iteration 388Q: 41 clusters Score -1.964239e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16959 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38844 members 
Mstep: Class 9 contains 7255 members 
Mstep: Class 10 contains 49920 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 22148 members 
Mstep: Class 13 contains 43605 members 
Mstep: Class 14 contains 42929 members 
Mstep: Class 15 contains 35087 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 11540 members 
Mstep: Class 19 contains 16820 members 
Mstep: Class 20 contains 42483 members 
Mstep: Class 21 contains 16055 members 
Mstep: Class 22 contains 50703 members 
Mstep: Class 23 contains 50919 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44992 members 
Mstep: Class 26 contains 20042 members 
Mstep: Class 27 contains 40123 members 
Mstep: Class 28 contains 41713 members 
Mstep: Class 29 contains 49084 members 
Mstep: Class 30 contains 50533 members 
Mstep: Class 31 contains 24159 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 34985 members 
Mstep: Class 34 contains 68883 members 
Mstep: Class 35 contains 38908 members 
Mstep: Class 36 contains 41089 members 
Mstep: Class 37 contains 4906 members 
Mstep: Class 38 contains 43912 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423568.000000 Penalty: 138191.531250
Iteration 389Q: 41 clusters Score -1.964236e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 25261 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16959 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38876 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 49856 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 22146 members 
Mstep: Class 13 contains 43610 members 
Mstep: Class 14 contains 42816 members 
Mstep: Class 15 contains 35074 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43608 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 16750 members 
Mstep: Class 20 contains 42482 members 
Mstep: Class 21 contains 16059 members 
Mstep: Class 22 contains 50912 members 
Mstep: Class 23 contains 50898 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 20037 members 
Mstep: Class 27 contains 40109 members 
Mstep: Class 28 contains 41716 members 
Mstep: Class 29 contains 49068 members 
Mstep: Class 30 contains 50581 members 
Mstep: Class 31 contains 24160 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 35310 members 
Mstep: Class 34 contains 68890 members 
Mstep: Class 35 contains 38946 members 
Mstep: Class 36 contains 41086 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43890 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424176.000000 Penalty: 138191.531250
Iteration 390Q: 41 clusters Score -1.964242e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 25099 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 16961 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38913 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 49782 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 22143 members 
Mstep: Class 13 contains 43614 members 
Mstep: Class 14 contains 42718 members 
Mstep: Class 15 contains 35080 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43447 members 
Mstep: Class 18 contains 11536 members 
Mstep: Class 19 contains 16675 members 
Mstep: Class 20 contains 42462 members 
Mstep: Class 21 contains 16059 members 
Mstep: Class 22 contains 51121 members 
Mstep: Class 23 contains 50895 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 44987 members 
Mstep: Class 26 contains 20033 members 
Mstep: Class 27 contains 40109 members 
Mstep: Class 28 contains 41718 members 
Mstep: Class 29 contains 49056 members 
Mstep: Class 30 contains 50586 members 
Mstep: Class 31 contains 24160 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 35614 members 
Mstep: Class 34 contains 68898 members 
Mstep: Class 35 contains 38981 members 
Mstep: Class 36 contains 41091 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43884 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424464.000000 Penalty: 138191.531250
Iteration 391Q: 41 clusters Score -1.964245e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 24932 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 16958 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38938 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 49718 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 22143 members 
Mstep: Class 13 contains 43615 members 
Mstep: Class 14 contains 42651 members 
Mstep: Class 15 contains 35093 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43301 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 42446 members 
Mstep: Class 21 contains 16061 members 
Mstep: Class 22 contains 51317 members 
Mstep: Class 23 contains 50895 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45021 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 40107 members 
Mstep: Class 28 contains 41721 members 
Mstep: Class 29 contains 49031 members 
Mstep: Class 30 contains 50589 members 
Mstep: Class 31 contains 24161 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 35904 members 
Mstep: Class 34 contains 68914 members 
Mstep: Class 35 contains 39006 members 
Mstep: Class 36 contains 41069 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43873 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424128.000000 Penalty: 138191.531250
Iteration 392Q: 41 clusters Score -1.964241e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 24736 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 16956 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 38982 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 49671 members 
Mstep: Class 11 contains 10552 members 
Mstep: Class 12 contains 22143 members 
Mstep: Class 13 contains 43617 members 
Mstep: Class 14 contains 42581 members 
Mstep: Class 15 contains 35090 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43155 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 16523 members 
Mstep: Class 20 contains 42452 members 
Mstep: Class 21 contains 16061 members 
Mstep: Class 22 contains 51497 members 
Mstep: Class 23 contains 50893 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45036 members 
Mstep: Class 26 contains 20020 members 
Mstep: Class 27 contains 40092 members 
Mstep: Class 28 contains 41731 members 
Mstep: Class 29 contains 49003 members 
Mstep: Class 30 contains 50577 members 
Mstep: Class 31 contains 24161 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 36210 members 
Mstep: Class 34 contains 68931 members 
Mstep: Class 35 contains 39050 members 
Mstep: Class 36 contains 41080 members 
Mstep: Class 37 contains 4906 members 
Mstep: Class 38 contains 43869 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424048.000000 Penalty: 138191.531250
Iteration 393Q: 41 clusters Score -1.96424e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 24543 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 16954 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39031 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 49617 members 
Mstep: Class 11 contains 10554 members 
Mstep: Class 12 contains 22156 members 
Mstep: Class 13 contains 43620 members 
Mstep: Class 14 contains 42524 members 
Mstep: Class 15 contains 35086 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43049 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 16428 members 
Mstep: Class 20 contains 42436 members 
Mstep: Class 21 contains 16070 members 
Mstep: Class 22 contains 51647 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45046 members 
Mstep: Class 26 contains 20004 members 
Mstep: Class 27 contains 40092 members 
Mstep: Class 28 contains 41733 members 
Mstep: Class 29 contains 48992 members 
Mstep: Class 30 contains 50569 members 
Mstep: Class 31 contains 24161 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 36487 members 
Mstep: Class 34 contains 68960 members 
Mstep: Class 35 contains 39097 members 
Mstep: Class 36 contains 41103 members 
Mstep: Class 37 contains 4904 members 
Mstep: Class 38 contains 43866 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423936.000000 Penalty: 138191.531250
Iteration 394Q: 41 clusters Score -1.964239e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 24383 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 16962 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39071 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 49566 members 
Mstep: Class 11 contains 10552 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 43622 members 
Mstep: Class 14 contains 42478 members 
Mstep: Class 15 contains 35078 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43024 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 16342 members 
Mstep: Class 20 contains 42424 members 
Mstep: Class 21 contains 16076 members 
Mstep: Class 22 contains 51768 members 
Mstep: Class 23 contains 50878 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45041 members 
Mstep: Class 26 contains 19990 members 
Mstep: Class 27 contains 40097 members 
Mstep: Class 28 contains 41733 members 
Mstep: Class 29 contains 48968 members 
Mstep: Class 30 contains 50548 members 
Mstep: Class 31 contains 24161 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 36721 members 
Mstep: Class 34 contains 68977 members 
Mstep: Class 35 contains 39153 members 
Mstep: Class 36 contains 41094 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43868 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424128.000000 Penalty: 138191.531250
Iteration 395Q: 41 clusters Score -1.964241e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 24255 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16970 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39115 members 
Mstep: Class 9 contains 7255 members 
Mstep: Class 10 contains 49520 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 22166 members 
Mstep: Class 13 contains 43623 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 15 contains 35080 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43040 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 16252 members 
Mstep: Class 20 contains 42399 members 
Mstep: Class 21 contains 16082 members 
Mstep: Class 22 contains 51864 members 
Mstep: Class 23 contains 50878 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45063 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 40098 members 
Mstep: Class 28 contains 41739 members 
Mstep: Class 29 contains 48928 members 
Mstep: Class 30 contains 50525 members 
Mstep: Class 31 contains 24160 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 36952 members 
Mstep: Class 34 contains 68991 members 
Mstep: Class 35 contains 39209 members 
Mstep: Class 36 contains 41048 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43865 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423840.000000 Penalty: 138191.531250
Iteration 396Q: 41 clusters Score -1.964238e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 24134 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 16973 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39152 members 
Mstep: Class 9 contains 7254 members 
Mstep: Class 10 contains 49467 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 22157 members 
Mstep: Class 13 contains 43624 members 
Mstep: Class 14 contains 42335 members 
Mstep: Class 15 contains 35069 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43099 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 16149 members 
Mstep: Class 20 contains 42391 members 
Mstep: Class 21 contains 16090 members 
Mstep: Class 22 contains 51964 members 
Mstep: Class 23 contains 50873 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45087 members 
Mstep: Class 26 contains 19950 members 
Mstep: Class 27 contains 40092 members 
Mstep: Class 28 contains 41739 members 
Mstep: Class 29 contains 48898 members 
Mstep: Class 30 contains 50490 members 
Mstep: Class 31 contains 24166 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37174 members 
Mstep: Class 34 contains 69009 members 
Mstep: Class 35 contains 39281 members 
Mstep: Class 36 contains 40987 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43857 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424144.000000 Penalty: 138191.531250
Iteration 397Q: 41 clusters Score -1.964241e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 24032 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39187 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 49438 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22148 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 42243 members 
Mstep: Class 15 contains 35067 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43153 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 16053 members 
Mstep: Class 20 contains 42358 members 
Mstep: Class 21 contains 16096 members 
Mstep: Class 22 contains 52042 members 
Mstep: Class 23 contains 50880 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45098 members 
Mstep: Class 26 contains 19938 members 
Mstep: Class 27 contains 40095 members 
Mstep: Class 28 contains 41737 members 
Mstep: Class 29 contains 48886 members 
Mstep: Class 30 contains 50462 members 
Mstep: Class 31 contains 24167 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37417 members 
Mstep: Class 34 contains 69029 members 
Mstep: Class 35 contains 39344 members 
Mstep: Class 36 contains 40915 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 43849 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424032.000000 Penalty: 138191.531250
Iteration 398Q: 41 clusters Score -1.96424e+08 nChanged 1797
Entering ConstructFrom: 
Score: -196424032.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -2683634.250000 Penalty: 2386.367676
	Iteration 0F: 2 clusters Score -2683634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2672736.000000 Penalty: 4772.735352
	Iteration 0F: 3 clusters Score -2672736 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2676214.250000 Penalty: 4772.735352
	Iteration 1F: 3 clusters Score -2676214 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2676575.000000 Penalty: 4772.735352
	Iteration 2F: 3 clusters Score -2676575 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2676846.000000 Penalty: 4772.735352
	Iteration 3Q: 3 clusters Score -2676846 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2677109.500000 Penalty: 4772.735352
	Iteration 4Q: 3 clusters Score -2677110 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2677361.750000 Penalty: 4772.735352
	Iteration 5Q: 3 clusters Score -2677362 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2677605.250000 Penalty: 4772.735352
	Iteration 6Q: 3 clusters Score -2677605 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2677872.250000 Penalty: 4772.735352
	Iteration 7Q: 3 clusters Score -2677872 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2678182.250000 Penalty: 4772.735352
	Iteration 8Q: 3 clusters Score -2678182 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2678520.500000 Penalty: 4772.735352
	Iteration 9Q: 3 clusters Score -2678520 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2678841.250000 Penalty: 4772.735352
	Iteration 10Q: 3 clusters Score -2678841 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2679229.750000 Penalty: 4772.735352
	Iteration 11Q: 3 clusters Score -2679230 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2679653.750000 Penalty: 4772.735352
	Iteration 12Q: 3 clusters Score -2679654 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2680046.250000 Penalty: 4772.735352
	Iteration 13Q: 3 clusters Score -2680046 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2680407.000000 Penalty: 4772.735352
	Iteration 14Q: 3 clusters Score -2680407 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2680731.500000 Penalty: 4772.735352
	Iteration 15Q: 3 clusters Score -2680732 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2680989.250000 Penalty: 4772.735352
	Iteration 16Q: 3 clusters Score -2680989 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2681183.250000 Penalty: 4772.735352
	Iteration 17Q: 3 clusters Score -2681183 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2681309.250000 Penalty: 4772.735352
	Iteration 18Q: 3 clusters Score -2681309 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2681396.000000 Penalty: 4772.735352
	Iteration 19Q: 3 clusters Score -2681396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2681465.500000 Penalty: 4772.735352
	Iteration 20F: 3 clusters Score -2681466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2681527.750000 Penalty: 4772.735352
	Iteration 21Q: 3 clusters Score -2681528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2681566.750000 Penalty: 4772.735352
	Iteration 22Q: 3 clusters Score -2681567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2681588.500000 Penalty: 4772.735352
	Iteration 23Q: 3 clusters Score -2681588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2681598.750000 Penalty: 4772.735352
	Iteration 24Q: 3 clusters Score -2681599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2681601.250000 Penalty: 4772.735352
	Iteration 25Q: 3 clusters Score -2681601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2681606.000000 Penalty: 4772.735352
	Iteration 26Q: 3 clusters Score -2681606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2681611.250000 Penalty: 4772.735352
	Iteration 27Q: 3 clusters Score -2681611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2681619.500000 Penalty: 4772.735352
	Iteration 28Q: 3 clusters Score -2681620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2681624.000000 Penalty: 4772.735352
	Iteration 29Q: 3 clusters Score -2681624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2681624.750000 Penalty: 4772.735352
	Iteration 30Q: 3 clusters Score -2681625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2681625.750000 Penalty: 4772.735352
	Iteration 31Q: 3 clusters Score -2681626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2681625.750000 Penalty: 4772.735352
	Iteration 32F: 3 clusters Score -2681626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Entering Unmasked Estep 
Score: -4333670.000000 Penalty: 2500.659912
	Iteration 0F: 2 clusters Score -4333670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4316930.000000 Penalty: 5001.319824
	Iteration 0F: 3 clusters Score -4316930 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4322691.000000 Penalty: 5001.319824
	Iteration 1F: 3 clusters Score -4322691 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4323010.000000 Penalty: 5001.319824
	Iteration 2Q: 3 clusters Score -4323010 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -4323271.500000 Penalty: 5001.319824
	Iteration 3Q: 3 clusters Score -4323272 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4323462.500000 Penalty: 5001.319824
	Iteration 4Q: 3 clusters Score -4323462 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4323633.000000 Penalty: 5001.319824
	Iteration 5Q: 3 clusters Score -4323633 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4323798.000000 Penalty: 5001.319824
	Iteration 6Q: 3 clusters Score -4323798 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -4323944.000000 Penalty: 5001.319824
	Iteration 7Q: 3 clusters Score -4323944 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4324106.000000 Penalty: 5001.319824
	Iteration 8Q: 3 clusters Score -4324106 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4324292.500000 Penalty: 5001.319824
	Iteration 9Q: 3 clusters Score -4324292 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4324559.000000 Penalty: 5001.319824
	Iteration 10Q: 3 clusters Score -4324559 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4324956.500000 Penalty: 5001.319824
	Iteration 11Q: 3 clusters Score -4324956 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4325507.500000 Penalty: 5001.319824
	Iteration 12Q: 3 clusters Score -4325508 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4326267.500000 Penalty: 5001.319824
	Iteration 13F: 3 clusters Score -4326268 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4327264.000000 Penalty: 5001.319824
	Iteration 14F: 3 clusters Score -4327264 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4328321.000000 Penalty: 5001.319824
	Iteration 15F: 3 clusters Score -4328321 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4329354.000000 Penalty: 5001.319824
	Iteration 16Q: 3 clusters Score -4329354 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4330114.500000 Penalty: 5001.319824
	Iteration 17Q: 3 clusters Score -4330114 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -4330656.000000 Penalty: 5001.319824
	Iteration 18Q: 3 clusters Score -4330656 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4330927.500000 Penalty: 5001.319824
	Iteration 19Q: 3 clusters Score -4330928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4331107.500000 Penalty: 5001.319824
	Iteration 20F: 3 clusters Score -4331108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4331222.500000 Penalty: 5001.319824
	Iteration 21Q: 3 clusters Score -4331222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -4331289.500000 Penalty: 5001.319824
	Iteration 22Q: 3 clusters Score -4331290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4331334.000000 Penalty: 5001.319824
	Iteration 23Q: 3 clusters Score -4331334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4331376.500000 Penalty: 5001.319824
	Iteration 24Q: 3 clusters Score -4331376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4331402.000000 Penalty: 5001.319824
	Iteration 25Q: 3 clusters Score -4331402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4331419.500000 Penalty: 5001.319824
	Iteration 26Q: 3 clusters Score -4331420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4331430.000000 Penalty: 5001.319824
	Iteration 27Q: 3 clusters Score -4331430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4331438.500000 Penalty: 5001.319824
	Iteration 28Q: 3 clusters Score -4331438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -4331437.000000 Penalty: 5001.319824
	Iteration 29Q: 3 clusters Score -4331437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4331440.000000 Penalty: 5001.319824
	Iteration 30Q: 3 clusters Score -4331440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4331438.000000 Penalty: 5001.319824
	Iteration 31Q: 3 clusters Score -4331438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4331438.000000 Penalty: 5001.319824
	Iteration 32F: 3 clusters Score -4331438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -348386.281250 Penalty: 1901.223022
	Iteration 0F: 2 clusters Score -348386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -345710.406250 Penalty: 3802.446045
	Iteration 0F: 3 clusters Score -345710.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -346387.156250 Penalty: 3802.446045
	Iteration 1F: 3 clusters Score -346387.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -346641.000000 Penalty: 3802.446045
	Iteration 2F: 3 clusters Score -346641 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -346893.968750 Penalty: 3802.446045
	Iteration 3F: 3 clusters Score -346894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -347130.718750 Penalty: 3802.446045
	Iteration 4F: 3 clusters Score -347130.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -347339.125000 Penalty: 3802.446045
	Iteration 5F: 3 clusters Score -347339.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -347452.593750 Penalty: 3802.446045
	Iteration 6Q: 3 clusters Score -347452.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -347535.406250 Penalty: 3802.446045
	Iteration 7Q: 3 clusters Score -347535.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -347607.156250 Penalty: 3802.446045
	Iteration 8Q: 3 clusters Score -347607.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -347658.156250 Penalty: 3802.446045
	Iteration 9Q: 3 clusters Score -347658.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -347694.093750 Penalty: 3802.446045
	Iteration 10Q: 3 clusters Score -347694.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -347732.625000 Penalty: 3802.446045
	Iteration 11Q: 3 clusters Score -347732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -347753.250000 Penalty: 3802.446045
	Iteration 12Q: 3 clusters Score -347753.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -347763.875000 Penalty: 3802.446045
	Iteration 13Q: 3 clusters Score -347763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -347764.968750 Penalty: 3802.446045
	Iteration 14Q: 3 clusters Score -347765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -347766.218750 Penalty: 3802.446045
	Iteration 15Q: 3 clusters Score -347766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -347766.218750 Penalty: 3802.446045
	Iteration 16F: 3 clusters Score -347766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Entering Unmasked Estep 
Score: -2489629.250000 Penalty: 2368.423096
	Iteration 0F: 2 clusters Score -2489629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2479275.000000 Penalty: 4736.846191
	Iteration 0F: 3 clusters Score -2479275 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2482494.750000 Penalty: 4736.846191
	Iteration 1F: 3 clusters Score -2482495 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2482815.500000 Penalty: 4736.846191
	Iteration 2F: 3 clusters Score -2482816 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2483074.500000 Penalty: 4736.846191
	Iteration 3Q: 3 clusters Score -2483074 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2483283.750000 Penalty: 4736.846191
	Iteration 4Q: 3 clusters Score -2483284 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2483459.750000 Penalty: 4736.846191
	Iteration 5Q: 3 clusters Score -2483460 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2483622.750000 Penalty: 4736.846191
	Iteration 6Q: 3 clusters Score -2483623 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2483770.000000 Penalty: 4736.846191
	Iteration 7Q: 3 clusters Score -2483770 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2483926.750000 Penalty: 4736.846191
	Iteration 8Q: 3 clusters Score -2483927 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2484048.750000 Penalty: 4736.846191
	Iteration 9Q: 3 clusters Score -2484049 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2484174.500000 Penalty: 4736.846191
	Iteration 10Q: 3 clusters Score -2484174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2484306.500000 Penalty: 4736.846191
	Iteration 11Q: 3 clusters Score -2484306 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2484442.750000 Penalty: 4736.846191
	Iteration 12Q: 3 clusters Score -2484443 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2484616.000000 Penalty: 4736.846191
	Iteration 13Q: 3 clusters Score -2484616 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2484830.750000 Penalty: 4736.846191
	Iteration 14Q: 3 clusters Score -2484831 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2485095.000000 Penalty: 4736.846191
	Iteration 15Q: 3 clusters Score -2485095 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2485341.250000 Penalty: 4736.846191
	Iteration 16Q: 3 clusters Score -2485341 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2485600.250000 Penalty: 4736.846191
	Iteration 17Q: 3 clusters Score -2485600 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2485825.250000 Penalty: 4736.846191
	Iteration 18Q: 3 clusters Score -2485825 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2486030.250000 Penalty: 4736.846191
	Iteration 19Q: 3 clusters Score -2486030 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2486175.250000 Penalty: 4736.846191
	Iteration 20F: 3 clusters Score -2486175 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2486286.750000 Penalty: 4736.846191
	Iteration 21Q: 3 clusters Score -2486287 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2486381.750000 Penalty: 4736.846191
	Iteration 22Q: 3 clusters Score -2486382 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2486476.750000 Penalty: 4736.846191
	Iteration 23Q: 3 clusters Score -2486477 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2486542.750000 Penalty: 4736.846191
	Iteration 24Q: 3 clusters Score -2486543 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2486593.500000 Penalty: 4736.846191
	Iteration 25Q: 3 clusters Score -2486594 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2486651.250000 Penalty: 4736.846191
	Iteration 26Q: 3 clusters Score -2486651 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2486715.750000 Penalty: 4736.846191
	Iteration 27Q: 3 clusters Score -2486716 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2486759.500000 Penalty: 4736.846191
	Iteration 28Q: 3 clusters Score -2486760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2486821.750000 Penalty: 4736.846191
	Iteration 29Q: 3 clusters Score -2486822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2486868.250000 Penalty: 4736.846191
	Iteration 30Q: 3 clusters Score -2486868 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2486929.250000 Penalty: 4736.846191
	Iteration 31Q: 3 clusters Score -2486929 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2486960.250000 Penalty: 4736.846191
	Iteration 32Q: 3 clusters Score -2486960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2487001.000000 Penalty: 4736.846191
	Iteration 33Q: 3 clusters Score -2487001 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2487054.000000 Penalty: 4736.846191
	Iteration 34Q: 3 clusters Score -2487054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2487102.000000 Penalty: 4736.846191
	Iteration 35Q: 3 clusters Score -2487102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2487137.500000 Penalty: 4736.846191
	Iteration 36Q: 3 clusters Score -2487138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2487165.500000 Penalty: 4736.846191
	Iteration 37Q: 3 clusters Score -2487166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2487199.500000 Penalty: 4736.846191
	Iteration 38Q: 3 clusters Score -2487200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2487228.250000 Penalty: 4736.846191
	Iteration 39Q: 3 clusters Score -2487228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2487245.000000 Penalty: 4736.846191
	Iteration 40F: 3 clusters Score -2487245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2487268.250000 Penalty: 4736.846191
	Iteration 41Q: 3 clusters Score -2487268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2487284.750000 Penalty: 4736.846191
	Iteration 42Q: 3 clusters Score -2487285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2487309.750000 Penalty: 4736.846191
	Iteration 43Q: 3 clusters Score -2487310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2487330.250000 Penalty: 4736.846191
	Iteration 44Q: 3 clusters Score -2487330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2487349.250000 Penalty: 4736.846191
	Iteration 45Q: 3 clusters Score -2487349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2487374.750000 Penalty: 4736.846191
	Iteration 46Q: 3 clusters Score -2487375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2487403.250000 Penalty: 4736.846191
	Iteration 47Q: 3 clusters Score -2487403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2487424.000000 Penalty: 4736.846191
	Iteration 48Q: 3 clusters Score -2487424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2487452.250000 Penalty: 4736.846191
	Iteration 49Q: 3 clusters Score -2487452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2487472.000000 Penalty: 4736.846191
	Iteration 50Q: 3 clusters Score -2487472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2487482.250000 Penalty: 4736.846191
	Iteration 51Q: 3 clusters Score -2487482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2487499.750000 Penalty: 4736.846191
	Iteration 52Q: 3 clusters Score -2487500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2487529.500000 Penalty: 4736.846191
	Iteration 53Q: 3 clusters Score -2487530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2487559.250000 Penalty: 4736.846191
	Iteration 54Q: 3 clusters Score -2487559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2487583.500000 Penalty: 4736.846191
	Iteration 55Q: 3 clusters Score -2487584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2487603.500000 Penalty: 4736.846191
	Iteration 56Q: 3 clusters Score -2487604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2487614.000000 Penalty: 4736.846191
	Iteration 57Q: 3 clusters Score -2487614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2487625.500000 Penalty: 4736.846191
	Iteration 58Q: 3 clusters Score -2487626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2487637.250000 Penalty: 4736.846191
	Iteration 59Q: 3 clusters Score -2487637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2487640.750000 Penalty: 4736.846191
	Iteration 60F: 3 clusters Score -2487641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2487646.750000 Penalty: 4736.846191
	Iteration 61Q: 3 clusters Score -2487647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2487653.000000 Penalty: 4736.846191
	Iteration 62Q: 3 clusters Score -2487653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2487661.000000 Penalty: 4736.846191
	Iteration 63Q: 3 clusters Score -2487661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2487670.750000 Penalty: 4736.846191
	Iteration 64Q: 3 clusters Score -2487671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2487673.000000 Penalty: 4736.846191
	Iteration 65Q: 3 clusters Score -2487673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2487687.500000 Penalty: 4736.846191
	Iteration 66Q: 3 clusters Score -2487688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2487696.000000 Penalty: 4736.846191
	Iteration 67Q: 3 clusters Score -2487696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2487702.250000 Penalty: 4736.846191
	Iteration 68Q: 3 clusters Score -2487702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2487712.250000 Penalty: 4736.846191
	Iteration 69Q: 3 clusters Score -2487712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2487723.500000 Penalty: 4736.846191
	Iteration 70Q: 3 clusters Score -2487724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2487727.000000 Penalty: 4736.846191
	Iteration 71Q: 3 clusters Score -2487727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2487732.500000 Penalty: 4736.846191
	Iteration 72Q: 3 clusters Score -2487732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2487738.750000 Penalty: 4736.846191
	Iteration 73Q: 3 clusters Score -2487739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2487742.000000 Penalty: 4736.846191
	Iteration 74Q: 3 clusters Score -2487742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2487740.250000 Penalty: 4736.846191
	Iteration 75Q: 3 clusters Score -2487740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2487739.750000 Penalty: 4736.846191
	Iteration 76Q: 3 clusters Score -2487740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2487742.250000 Penalty: 4736.846191
	Iteration 77Q: 3 clusters Score -2487742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2487743.500000 Penalty: 4736.846191
	Iteration 78Q: 3 clusters Score -2487744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2487745.250000 Penalty: 4736.846191
	Iteration 79Q: 3 clusters Score -2487745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2487745.000000 Penalty: 4736.846191
	Iteration 80F: 3 clusters Score -2487745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2487746.500000 Penalty: 4736.846191
	Iteration 81Q: 3 clusters Score -2487746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2487754.750000 Penalty: 4736.846191
	Iteration 82Q: 3 clusters Score -2487755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2487749.250000 Penalty: 4736.846191
	Iteration 83Q: 3 clusters Score -2487749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2487752.250000 Penalty: 4736.846191
	Iteration 84Q: 3 clusters Score -2487752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2487754.750000 Penalty: 4736.846191
	Iteration 85Q: 3 clusters Score -2487755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2487752.000000 Penalty: 4736.846191
	Iteration 86Q: 3 clusters Score -2487752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2487758.250000 Penalty: 4736.846191
	Iteration 87Q: 3 clusters Score -2487758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2487758.750000 Penalty: 4736.846191
	Iteration 88Q: 3 clusters Score -2487759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2487764.250000 Penalty: 4736.846191
	Iteration 89Q: 3 clusters Score -2487764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2487765.000000 Penalty: 4736.846191
	Iteration 90Q: 3 clusters Score -2487765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2487764.000000 Penalty: 4736.846191
	Iteration 91Q: 3 clusters Score -2487764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2487763.500000 Penalty: 4736.846191
	Iteration 92Q: 3 clusters Score -2487764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2487764.500000 Penalty: 4736.846191
	Iteration 93Q: 3 clusters Score -2487764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2487764.500000 Penalty: 4736.846191
	Iteration 94F: 3 clusters Score -2487764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Entering Unmasked Estep 
Score: -2989912.750000 Penalty: 2415.614258
	Iteration 0F: 2 clusters Score -2989913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2977823.000000 Penalty: 4831.228516
	Iteration 0F: 3 clusters Score -2977823 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2981952.500000 Penalty: 4831.228516
	Iteration 1F: 3 clusters Score -2981952 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2982475.750000 Penalty: 4831.228516
	Iteration 2F: 3 clusters Score -2982476 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2982967.750000 Penalty: 4831.228516
	Iteration 3F: 3 clusters Score -2982968 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2983419.750000 Penalty: 4831.228516
	Iteration 4F: 3 clusters Score -2983420 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2983890.000000 Penalty: 4831.228516
	Iteration 5F: 3 clusters Score -2983890 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2984431.500000 Penalty: 4831.228516
	Iteration 6F: 3 clusters Score -2984432 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2985014.500000 Penalty: 4831.228516
	Iteration 7Q: 3 clusters Score -2985014 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2985653.500000 Penalty: 4831.228516
	Iteration 8F: 3 clusters Score -2985654 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2986241.250000 Penalty: 4831.228516
	Iteration 9Q: 3 clusters Score -2986241 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2986835.500000 Penalty: 4831.228516
	Iteration 10Q: 3 clusters Score -2986836 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2987328.500000 Penalty: 4831.228516
	Iteration 11Q: 3 clusters Score -2987328 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2987710.000000 Penalty: 4831.228516
	Iteration 12Q: 3 clusters Score -2987710 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2988036.500000 Penalty: 4831.228516
	Iteration 13Q: 3 clusters Score -2988036 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2988396.750000 Penalty: 4831.228516
	Iteration 14Q: 3 clusters Score -2988397 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2988743.750000 Penalty: 4831.228516
	Iteration 15Q: 3 clusters Score -2988744 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2989041.250000 Penalty: 4831.228516
	Iteration 16Q: 3 clusters Score -2989041 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2989186.500000 Penalty: 4831.228516
	Iteration 17Q: 3 clusters Score -2989186 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2989274.000000 Penalty: 4831.228516
	Iteration 18Q: 3 clusters Score -2989274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2989317.000000 Penalty: 4831.228516
	Iteration 19Q: 3 clusters Score -2989317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2989337.250000 Penalty: 4831.228516
	Iteration 20F: 3 clusters Score -2989337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2989355.500000 Penalty: 4831.228516
	Iteration 21Q: 3 clusters Score -2989356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2989363.750000 Penalty: 4831.228516
	Iteration 22Q: 3 clusters Score -2989364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2989364.000000 Penalty: 4831.228516
	Iteration 23Q: 3 clusters Score -2989364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2989368.750000 Penalty: 4831.228516
	Iteration 24Q: 3 clusters Score -2989369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2989368.000000 Penalty: 4831.228516
	Iteration 25Q: 3 clusters Score -2989368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2989377.500000 Penalty: 4831.228516
	Iteration 26Q: 3 clusters Score -2989378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2989378.000000 Penalty: 4831.228516
	Iteration 27Q: 3 clusters Score -2989378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2989378.000000 Penalty: 4831.228516
	Iteration 28F: 3 clusters Score -2989378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 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 528 members 
Entering Unmasked Estep 
Score: -124176.742188 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124176.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125116.390625 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -125116.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125520.398438 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125520.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -125686.062500 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125686.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125844.976562 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -125845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125973.117188 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -125973.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -126033.117188 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -126033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126078.460938 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -126078.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -126125.765625 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -126125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -126168.257812 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -126168.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -126196.484375 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -126196.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126215.351562 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126227.804688 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126235.398438 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126246.117188 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -126246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126255.234375 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -126255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126258.648438 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -126258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -126265.531250 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -126265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126277.398438 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -126277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126282.656250 Penalty: 3449.500977
	Iteration 19F: 3 clusters Score -126282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -126308.000000 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -126308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126341.539062 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -126341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -126367.648438 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -126367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -126410.445312 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -126410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126493.796875 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -126493.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -126595.343750 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -126595.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126661.242188 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -126661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126718.445312 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -126718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126751.070312 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -126751.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126780.765625 Penalty: 3449.500977
	Iteration 29Q: 3 clusters Score -126780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126795.890625 Penalty: 3449.500977
	Iteration 30Q: 3 clusters Score -126795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126797.070312 Penalty: 3449.500977
	Iteration 31Q: 3 clusters Score -126797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126797.070312 Penalty: 3449.500977
	Iteration 32F: 3 clusters Score -126797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 23940 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16990 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39226 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 35057 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43209 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 15970 members 
Mstep: Class 20 contains 42335 members 
Mstep: Class 21 contains 16104 members 
Mstep: Class 22 contains 52085 members 
Mstep: Class 23 contains 50891 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45109 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40091 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 48856 members 
Mstep: Class 30 contains 50454 members 
Mstep: Class 31 contains 24171 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37676 members 
Mstep: Class 34 contains 69035 members 
Mstep: Class 35 contains 39394 members 
Mstep: Class 36 contains 40829 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43835 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57117 members 
Mstep: Class 41 contains 469 members 
Entering Unmasked Estep 
Score: -196423312.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196424032.000000 to -196423312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -93649.437500 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -93649.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92108.960938 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -92108.96 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92675.859375 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -92675.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93210.812500 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -93210.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93645.242188 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -93645.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93919.101562 Penalty: 3203.335693
	Iteration 4F: 3 clusters Score -93919.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94049.007812 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -94049.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94123.117188 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -94123.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94153.820312 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -94153.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94170.820312 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -94170.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94183.562500 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -94183.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94192.773438 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -94192.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94195.320312 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -94195.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94198.687500 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -94198.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94198.687500 Penalty: 3203.335693
	Iteration 13F: 3 clusters Score -94198.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 23940 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16990 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 39226 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 35057 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43209 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 15970 members 
Mstep: Class 20 contains 42335 members 
Mstep: Class 21 contains 16104 members 
Mstep: Class 22 contains 52085 members 
Mstep: Class 23 contains 50891 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45109 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40091 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 48856 members 
Mstep: Class 30 contains 50454 members 
Mstep: Class 31 contains 24171 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37676 members 
Mstep: Class 34 contains 69035 members 
Mstep: Class 35 contains 39394 members 
Mstep: Class 36 contains 40829 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43835 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57117 members 
Mstep: Class 41 contains 374 members 
Entering Unmasked Estep 
Score: -196422896.000000 Penalty: 141646.312500
Splitting cluster 7 changes total score from -196424032.000000 to -196422896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (39226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Entering Unmasked Estep 
Score: -7034377.500000 Penalty: 2623.119629
	Iteration 0F: 2 clusters Score -7034378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -7008042.500000 Penalty: 5246.239258
	Iteration 0F: 3 clusters Score -7008042 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -7017959.500000 Penalty: 5246.239258
	Iteration 1F: 3 clusters Score -7017960 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -7018668.000000 Penalty: 5246.239258
	Iteration 2Q: 3 clusters Score -7018668 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -7019415.500000 Penalty: 5246.239258
	Iteration 3Q: 3 clusters Score -7019416 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7020265.500000 Penalty: 5246.239258
	Iteration 4Q: 3 clusters Score -7020266 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -7021292.000000 Penalty: 5246.239258
	Iteration 5F: 3 clusters Score -7021292 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -7022621.000000 Penalty: 5246.239258
	Iteration 6F: 3 clusters Score -7022621 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -7024239.500000 Penalty: 5246.239258
	Iteration 7F: 3 clusters Score -7024240 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -7025933.000000 Penalty: 5246.239258
	Iteration 8F: 3 clusters Score -7025933 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -7027316.500000 Penalty: 5246.239258
	Iteration 9F: 3 clusters Score -7027316 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -7028128.500000 Penalty: 5246.239258
	Iteration 10Q: 3 clusters Score -7028128 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -7028596.500000 Penalty: 5246.239258
	Iteration 11Q: 3 clusters Score -7028596 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -7028909.500000 Penalty: 5246.239258
	Iteration 12Q: 3 clusters Score -7028910 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -7029144.500000 Penalty: 5246.239258
	Iteration 13Q: 3 clusters Score -7029144 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -7029361.500000 Penalty: 5246.239258
	Iteration 14Q: 3 clusters Score -7029362 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -7029543.000000 Penalty: 5246.239258
	Iteration 15Q: 3 clusters Score -7029543 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -7029713.500000 Penalty: 5246.239258
	Iteration 16Q: 3 clusters Score -7029714 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -7029830.500000 Penalty: 5246.239258
	Iteration 17Q: 3 clusters Score -7029830 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7029950.500000 Penalty: 5246.239258
	Iteration 18Q: 3 clusters Score -7029950 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -7030075.000000 Penalty: 5246.239258
	Iteration 19Q: 3 clusters Score -7030075 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7030233.500000 Penalty: 5246.239258
	Iteration 20F: 3 clusters Score -7030234 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -7030409.000000 Penalty: 5246.239258
	Iteration 21Q: 3 clusters Score -7030409 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -7030535.000000 Penalty: 5246.239258
	Iteration 22Q: 3 clusters Score -7030535 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7030674.000000 Penalty: 5246.239258
	Iteration 23Q: 3 clusters Score -7030674 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -7030789.500000 Penalty: 5246.239258
	Iteration 24Q: 3 clusters Score -7030790 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -7030919.500000 Penalty: 5246.239258
	Iteration 25Q: 3 clusters Score -7030920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7031026.000000 Penalty: 5246.239258
	Iteration 26Q: 3 clusters Score -7031026 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -7031148.500000 Penalty: 5246.239258
	Iteration 27Q: 3 clusters Score -7031148 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -7031247.500000 Penalty: 5246.239258
	Iteration 28Q: 3 clusters Score -7031248 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -7031340.500000 Penalty: 5246.239258
	Iteration 29Q: 3 clusters Score -7031340 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -7031458.500000 Penalty: 5246.239258
	Iteration 30Q: 3 clusters Score -7031458 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -7031509.500000 Penalty: 5246.239258
	Iteration 31Q: 3 clusters Score -7031510 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -7031554.500000 Penalty: 5246.239258
	Iteration 32Q: 3 clusters Score -7031554 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7031657.500000 Penalty: 5246.239258
	Iteration 33Q: 3 clusters Score -7031658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -7031743.500000 Penalty: 5246.239258
	Iteration 34Q: 3 clusters Score -7031744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7031800.000000 Penalty: 5246.239258
	Iteration 35Q: 3 clusters Score -7031800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -7031882.000000 Penalty: 5246.239258
	Iteration 36Q: 3 clusters Score -7031882 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -7031937.500000 Penalty: 5246.239258
	Iteration 37Q: 3 clusters Score -7031938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -7031993.000000 Penalty: 5246.239258
	Iteration 38Q: 3 clusters Score -7031993 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -7032024.500000 Penalty: 5246.239258
	Iteration 39Q: 3 clusters Score -7032024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7032050.500000 Penalty: 5246.239258
	Iteration 40F: 3 clusters Score -7032050 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -7032091.000000 Penalty: 5246.239258
	Iteration 41Q: 3 clusters Score -7032091 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -7032115.000000 Penalty: 5246.239258
	Iteration 42Q: 3 clusters Score -7032115 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -7032150.500000 Penalty: 5246.239258
	Iteration 43Q: 3 clusters Score -7032150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -7032174.000000 Penalty: 5246.239258
	Iteration 44Q: 3 clusters Score -7032174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -7032209.000000 Penalty: 5246.239258
	Iteration 45Q: 3 clusters Score -7032209 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -7032235.000000 Penalty: 5246.239258
	Iteration 46Q: 3 clusters Score -7032235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -7032269.000000 Penalty: 5246.239258
	Iteration 47Q: 3 clusters Score -7032269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7032262.500000 Penalty: 5246.239258
	Iteration 48Q: 3 clusters Score -7032262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -7032295.500000 Penalty: 5246.239258
	Iteration 49Q: 3 clusters Score -7032296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7032288.500000 Penalty: 5246.239258
	Iteration 50Q: 3 clusters Score -7032288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -7032291.500000 Penalty: 5246.239258
	Iteration 51Q: 3 clusters Score -7032292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -7032290.500000 Penalty: 5246.239258
	Iteration 52Q: 3 clusters Score -7032290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -7032300.500000 Penalty: 5246.239258
	Iteration 53Q: 3 clusters Score -7032300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -7032303.500000 Penalty: 5246.239258
	Iteration 54Q: 3 clusters Score -7032304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -7032311.500000 Penalty: 5246.239258
	Iteration 55Q: 3 clusters Score -7032312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -7032320.000000 Penalty: 5246.239258
	Iteration 56Q: 3 clusters Score -7032320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -7032316.000000 Penalty: 5246.239258
	Iteration 57Q: 3 clusters Score -7032316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7032325.500000 Penalty: 5246.239258
	Iteration 58Q: 3 clusters Score -7032326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -7032331.000000 Penalty: 5246.239258
	Iteration 59Q: 3 clusters Score -7032331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7032330.000000 Penalty: 5246.239258
	Iteration 60F: 3 clusters Score -7032330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7032345.500000 Penalty: 5246.239258
	Iteration 61Q: 3 clusters Score -7032346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -7032343.000000 Penalty: 5246.239258
	Iteration 62Q: 3 clusters Score -7032343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -7032343.500000 Penalty: 5246.239258
	Iteration 63Q: 3 clusters Score -7032344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7032352.000000 Penalty: 5246.239258
	Iteration 64Q: 3 clusters Score -7032352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -7032346.000000 Penalty: 5246.239258
	Iteration 65Q: 3 clusters Score -7032346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -7032346.000000 Penalty: 5246.239258
	Iteration 66Q: 3 clusters Score -7032346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7032352.500000 Penalty: 5246.239258
	Iteration 67Q: 3 clusters Score -7032352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -7032359.500000 Penalty: 5246.239258
	Iteration 68Q: 3 clusters Score -7032360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7032364.500000 Penalty: 5246.239258
	Iteration 69Q: 3 clusters Score -7032364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -7032365.500000 Penalty: 5246.239258
	Iteration 70Q: 3 clusters Score -7032366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -7032366.500000 Penalty: 5246.239258
	Iteration 71Q: 3 clusters Score -7032366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -7032376.500000 Penalty: 5246.239258
	Iteration 72Q: 3 clusters Score -7032376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -7032368.500000 Penalty: 5246.239258
	Iteration 73Q: 3 clusters Score -7032368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -7032376.000000 Penalty: 5246.239258
	Iteration 74Q: 3 clusters Score -7032376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7032378.000000 Penalty: 5246.239258
	Iteration 75Q: 3 clusters Score -7032378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7032373.500000 Penalty: 5246.239258
	Iteration 76Q: 3 clusters Score -7032374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -7032379.500000 Penalty: 5246.239258
	Iteration 77Q: 3 clusters Score -7032380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7032393.500000 Penalty: 5246.239258
	Iteration 78Q: 3 clusters Score -7032394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7032386.000000 Penalty: 5246.239258
	Iteration 79Q: 3 clusters Score -7032386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7032385.000000 Penalty: 5246.239258
	Iteration 80F: 3 clusters Score -7032385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -7032386.000000 Penalty: 5246.239258
	Iteration 81Q: 3 clusters Score -7032386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -7032390.000000 Penalty: 5246.239258
	Iteration 82Q: 3 clusters Score -7032390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7032384.000000 Penalty: 5246.239258
	Iteration 83Q: 3 clusters Score -7032384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -7032394.000000 Penalty: 5246.239258
	Iteration 84Q: 3 clusters Score -7032394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7032393.000000 Penalty: 5246.239258
	Iteration 85Q: 3 clusters Score -7032393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7032392.000000 Penalty: 5246.239258
	Iteration 86Q: 3 clusters Score -7032392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -7032390.500000 Penalty: 5246.239258
	Iteration 87Q: 3 clusters Score -7032390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -7032394.000000 Penalty: 5246.239258
	Iteration 88Q: 3 clusters Score -7032394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -7032391.000000 Penalty: 5246.239258
	Iteration 89Q: 3 clusters Score -7032391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -7032386.500000 Penalty: 5246.239258
	Iteration 90Q: 3 clusters Score -7032386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7032388.500000 Penalty: 5246.239258
	Iteration 91Q: 3 clusters Score -7032388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7032393.000000 Penalty: 5246.239258
	Iteration 92Q: 3 clusters Score -7032393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7032392.500000 Penalty: 5246.239258
	Iteration 93Q: 3 clusters Score -7032392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -7032390.500000 Penalty: 5246.239258
	Iteration 94Q: 3 clusters Score -7032390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -7032384.000000 Penalty: 5246.239258
	Iteration 95Q: 3 clusters Score -7032384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -7032405.000000 Penalty: 5246.239258
	Iteration 96Q: 3 clusters Score -7032405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -7032411.500000 Penalty: 5246.239258
	Iteration 97Q: 3 clusters Score -7032412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -7032420.000000 Penalty: 5246.239258
	Iteration 98Q: 3 clusters Score -7032420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -7032421.500000 Penalty: 5246.239258
	Iteration 99Q: 3 clusters Score -7032422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -7032423.000000 Penalty: 5246.239258
	Iteration 100F: 3 clusters Score -7032423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7032423.000000 Penalty: 5246.239258
	Iteration 101Q: 3 clusters Score -7032423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -7032425.000000 Penalty: 5246.239258
	Iteration 102Q: 3 clusters Score -7032425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -7032425.000000 Penalty: 5246.239258
	Iteration 103F: 3 clusters Score -7032425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Entering Unmasked Estep 
Score: -1271318.625000 Penalty: 2204.446045
	Iteration 0F: 2 clusters Score -1271319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1265386.250000 Penalty: 4408.892090
	Iteration 0F: 3 clusters Score -1265386 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1267068.250000 Penalty: 4408.892090
	Iteration 1F: 3 clusters Score -1267068 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1267457.625000 Penalty: 4408.892090
	Iteration 2F: 3 clusters Score -1267458 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1267813.500000 Penalty: 4408.892090
	Iteration 3F: 3 clusters Score -1267814 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1268111.750000 Penalty: 4408.892090
	Iteration 4F: 3 clusters Score -1268112 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1268350.375000 Penalty: 4408.892090
	Iteration 5Q: 3 clusters Score -1268350 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1268553.500000 Penalty: 4408.892090
	Iteration 6Q: 3 clusters Score -1268554 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1268729.875000 Penalty: 4408.892090
	Iteration 7Q: 3 clusters Score -1268730 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1268915.750000 Penalty: 4408.892090
	Iteration 8Q: 3 clusters Score -1268916 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1269093.625000 Penalty: 4408.892090
	Iteration 9Q: 3 clusters Score -1269094 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1269273.375000 Penalty: 4408.892090
	Iteration 10Q: 3 clusters Score -1269273 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1269438.625000 Penalty: 4408.892090
	Iteration 11Q: 3 clusters Score -1269439 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1269588.000000 Penalty: 4408.892090
	Iteration 12Q: 3 clusters Score -1269588 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1269722.500000 Penalty: 4408.892090
	Iteration 13Q: 3 clusters Score -1269722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1269831.625000 Penalty: 4408.892090
	Iteration 14Q: 3 clusters Score -1269832 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1269924.250000 Penalty: 4408.892090
	Iteration 15Q: 3 clusters Score -1269924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1269988.500000 Penalty: 4408.892090
	Iteration 16Q: 3 clusters Score -1269988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1270023.500000 Penalty: 4408.892090
	Iteration 17Q: 3 clusters Score -1270024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1270044.000000 Penalty: 4408.892090
	Iteration 18Q: 3 clusters Score -1270044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1270060.750000 Penalty: 4408.892090
	Iteration 19Q: 3 clusters Score -1270061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1270072.625000 Penalty: 4408.892090
	Iteration 20F: 3 clusters Score -1270073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1270081.750000 Penalty: 4408.892090
	Iteration 21Q: 3 clusters Score -1270082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1270086.250000 Penalty: 4408.892090
	Iteration 22Q: 3 clusters Score -1270086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1270091.250000 Penalty: 4408.892090
	Iteration 23Q: 3 clusters Score -1270091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1270092.625000 Penalty: 4408.892090
	Iteration 24Q: 3 clusters Score -1270093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1270095.500000 Penalty: 4408.892090
	Iteration 25Q: 3 clusters Score -1270096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1270096.500000 Penalty: 4408.892090
	Iteration 26Q: 3 clusters Score -1270096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1270098.000000 Penalty: 4408.892090
	Iteration 27Q: 3 clusters Score -1270098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1270101.625000 Penalty: 4408.892090
	Iteration 28Q: 3 clusters Score -1270102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1270103.625000 Penalty: 4408.892090
	Iteration 29Q: 3 clusters Score -1270104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1270106.125000 Penalty: 4408.892090
	Iteration 30Q: 3 clusters Score -1270106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1270108.500000 Penalty: 4408.892090
	Iteration 31Q: 3 clusters Score -1270108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1270108.500000 Penalty: 4408.892090
	Iteration 32F: 3 clusters Score -1270108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Entering Unmasked Estep 
Score: -8774784.000000 Penalty: 2680.371338
	Iteration 0F: 2 clusters Score -8774784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -8743873.000000 Penalty: 5360.742676
	Iteration 0F: 3 clusters Score -8743873 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -8756656.000000 Penalty: 5360.742676
	Iteration 1F: 3 clusters Score -8756656 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -8757456.000000 Penalty: 5360.742676
	Iteration 2Q: 3 clusters Score -8757456 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -8758436.000000 Penalty: 5360.742676
	Iteration 3Q: 3 clusters Score -8758436 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -8759689.000000 Penalty: 5360.742676
	Iteration 4Q: 3 clusters Score -8759689 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8761098.000000 Penalty: 5360.742676
	Iteration 5F: 3 clusters Score -8761098 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -8762520.000000 Penalty: 5360.742676
	Iteration 6F: 3 clusters Score -8762520 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -8763793.000000 Penalty: 5360.742676
	Iteration 7F: 3 clusters Score -8763793 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8764843.000000 Penalty: 5360.742676
	Iteration 8Q: 3 clusters Score -8764843 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8765595.000000 Penalty: 5360.742676
	Iteration 9Q: 3 clusters Score -8765595 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8766092.000000 Penalty: 5360.742676
	Iteration 10Q: 3 clusters Score -8766092 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -8766408.000000 Penalty: 5360.742676
	Iteration 11Q: 3 clusters Score -8766408 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8766633.000000 Penalty: 5360.742676
	Iteration 12Q: 3 clusters Score -8766633 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8766807.000000 Penalty: 5360.742676
	Iteration 13Q: 3 clusters Score -8766807 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8766944.000000 Penalty: 5360.742676
	Iteration 14Q: 3 clusters Score -8766944 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -8767075.000000 Penalty: 5360.742676
	Iteration 15Q: 3 clusters Score -8767075 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8767233.000000 Penalty: 5360.742676
	Iteration 16Q: 3 clusters Score -8767233 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -8767390.000000 Penalty: 5360.742676
	Iteration 17Q: 3 clusters Score -8767390 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -8767597.000000 Penalty: 5360.742676
	Iteration 18Q: 3 clusters Score -8767597 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -8767772.000000 Penalty: 5360.742676
	Iteration 19Q: 3 clusters Score -8767772 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8767941.000000 Penalty: 5360.742676
	Iteration 20F: 3 clusters Score -8767941 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -8768158.000000 Penalty: 5360.742676
	Iteration 21Q: 3 clusters Score -8768158 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -8768364.000000 Penalty: 5360.742676
	Iteration 22Q: 3 clusters Score -8768364 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -8768624.000000 Penalty: 5360.742676
	Iteration 23Q: 3 clusters Score -8768624 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -8768894.000000 Penalty: 5360.742676
	Iteration 24Q: 3 clusters Score -8768894 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -8769104.000000 Penalty: 5360.742676
	Iteration 25Q: 3 clusters Score -8769104 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -8769351.000000 Penalty: 5360.742676
	Iteration 26Q: 3 clusters Score -8769351 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -8769613.000000 Penalty: 5360.742676
	Iteration 27Q: 3 clusters Score -8769613 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -8769886.000000 Penalty: 5360.742676
	Iteration 28Q: 3 clusters Score -8769886 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -8770102.000000 Penalty: 5360.742676
	Iteration 29Q: 3 clusters Score -8770102 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -8770369.000000 Penalty: 5360.742676
	Iteration 30Q: 3 clusters Score -8770369 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -8770635.000000 Penalty: 5360.742676
	Iteration 31Q: 3 clusters Score -8770635 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -8770879.000000 Penalty: 5360.742676
	Iteration 32Q: 3 clusters Score -8770879 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -8771122.000000 Penalty: 5360.742676
	Iteration 33Q: 3 clusters Score -8771122 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -8771430.000000 Penalty: 5360.742676
	Iteration 34Q: 3 clusters Score -8771430 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8771603.000000 Penalty: 5360.742676
	Iteration 35Q: 3 clusters Score -8771603 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -8771818.000000 Penalty: 5360.742676
	Iteration 36Q: 3 clusters Score -8771818 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -8771973.000000 Penalty: 5360.742676
	Iteration 37Q: 3 clusters Score -8771973 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8772126.000000 Penalty: 5360.742676
	Iteration 38Q: 3 clusters Score -8772126 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -8772267.000000 Penalty: 5360.742676
	Iteration 39Q: 3 clusters Score -8772267 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8772356.000000 Penalty: 5360.742676
	Iteration 40F: 3 clusters Score -8772356 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8772459.000000 Penalty: 5360.742676
	Iteration 41Q: 3 clusters Score -8772459 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8772530.000000 Penalty: 5360.742676
	Iteration 42Q: 3 clusters Score -8772530 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8772594.000000 Penalty: 5360.742676
	Iteration 43Q: 3 clusters Score -8772594 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8772666.000000 Penalty: 5360.742676
	Iteration 44Q: 3 clusters Score -8772666 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8772719.000000 Penalty: 5360.742676
	Iteration 45Q: 3 clusters Score -8772719 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -8772752.000000 Penalty: 5360.742676
	Iteration 46Q: 3 clusters Score -8772752 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8772758.000000 Penalty: 5360.742676
	Iteration 47Q: 3 clusters Score -8772758 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8772776.000000 Penalty: 5360.742676
	Iteration 48Q: 3 clusters Score -8772776 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8772812.000000 Penalty: 5360.742676
	Iteration 49Q: 3 clusters Score -8772812 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8772838.000000 Penalty: 5360.742676
	Iteration 50Q: 3 clusters Score -8772838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8772864.000000 Penalty: 5360.742676
	Iteration 51Q: 3 clusters Score -8772864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8772905.000000 Penalty: 5360.742676
	Iteration 52Q: 3 clusters Score -8772905 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8772909.000000 Penalty: 5360.742676
	Iteration 53Q: 3 clusters Score -8772909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8772913.000000 Penalty: 5360.742676
	Iteration 54Q: 3 clusters Score -8772913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8772932.000000 Penalty: 5360.742676
	Iteration 55Q: 3 clusters Score -8772932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8772940.000000 Penalty: 5360.742676
	Iteration 56Q: 3 clusters Score -8772940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8772942.000000 Penalty: 5360.742676
	Iteration 57Q: 3 clusters Score -8772942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8772958.000000 Penalty: 5360.742676
	Iteration 58Q: 3 clusters Score -8772958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8772962.000000 Penalty: 5360.742676
	Iteration 59Q: 3 clusters Score -8772962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8772978.000000 Penalty: 5360.742676
	Iteration 60F: 3 clusters Score -8772978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8772994.000000 Penalty: 5360.742676
	Iteration 61Q: 3 clusters Score -8772994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8772992.000000 Penalty: 5360.742676
	Iteration 62Q: 3 clusters Score -8772992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8773012.000000 Penalty: 5360.742676
	Iteration 63Q: 3 clusters Score -8773012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8773019.000000 Penalty: 5360.742676
	Iteration 64Q: 3 clusters Score -8773019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8773031.000000 Penalty: 5360.742676
	Iteration 65Q: 3 clusters Score -8773031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8773017.000000 Penalty: 5360.742676
	Iteration 66Q: 3 clusters Score -8773017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8773016.000000 Penalty: 5360.742676
	Iteration 67Q: 3 clusters Score -8773016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8773024.000000 Penalty: 5360.742676
	Iteration 68Q: 3 clusters Score -8773024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8773032.000000 Penalty: 5360.742676
	Iteration 69Q: 3 clusters Score -8773032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8773031.000000 Penalty: 5360.742676
	Iteration 70Q: 3 clusters Score -8773031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8773041.000000 Penalty: 5360.742676
	Iteration 71Q: 3 clusters Score -8773041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8773033.000000 Penalty: 5360.742676
	Iteration 72Q: 3 clusters Score -8773033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8773048.000000 Penalty: 5360.742676
	Iteration 73Q: 3 clusters Score -8773048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8773036.000000 Penalty: 5360.742676
	Iteration 74Q: 3 clusters Score -8773036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8773037.000000 Penalty: 5360.742676
	Iteration 75Q: 3 clusters Score -8773037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8773036.000000 Penalty: 5360.742676
	Iteration 76Q: 3 clusters Score -8773036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8773046.000000 Penalty: 5360.742676
	Iteration 77Q: 3 clusters Score -8773046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8773058.000000 Penalty: 5360.742676
	Iteration 78Q: 3 clusters Score -8773058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8773053.000000 Penalty: 5360.742676
	Iteration 79Q: 3 clusters Score -8773053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8773056.000000 Penalty: 5360.742676
	Iteration 80F: 3 clusters Score -8773056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8773052.000000 Penalty: 5360.742676
	Iteration 81Q: 3 clusters Score -8773052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8773058.000000 Penalty: 5360.742676
	Iteration 82Q: 3 clusters Score -8773058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8773058.000000 Penalty: 5360.742676
	Iteration 83Q: 3 clusters Score -8773058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8773074.000000 Penalty: 5360.742676
	Iteration 84Q: 3 clusters Score -8773074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8773070.000000 Penalty: 5360.742676
	Iteration 85Q: 3 clusters Score -8773070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8773071.000000 Penalty: 5360.742676
	Iteration 86Q: 3 clusters Score -8773071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8773079.000000 Penalty: 5360.742676
	Iteration 87Q: 3 clusters Score -8773079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8773076.000000 Penalty: 5360.742676
	Iteration 88Q: 3 clusters Score -8773076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8773071.000000 Penalty: 5360.742676
	Iteration 89Q: 3 clusters Score -8773071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8773071.000000 Penalty: 5360.742676
	Iteration 90Q: 3 clusters Score -8773071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8773079.000000 Penalty: 5360.742676
	Iteration 91Q: 3 clusters Score -8773079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8773080.000000 Penalty: 5360.742676
	Iteration 92Q: 3 clusters Score -8773080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8773080.000000 Penalty: 5360.742676
	Iteration 93Q: 3 clusters Score -8773080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8773080.000000 Penalty: 5360.742676
	Iteration 94F: 3 clusters Score -8773080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Entering Unmasked Estep 
Score: -1863427.750000 Penalty: 2297.442383
	Iteration 0F: 2 clusters Score -1863428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1855429.125000 Penalty: 4594.884766
	Iteration 0F: 3 clusters Score -1855429 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1857718.625000 Penalty: 4594.884766
	Iteration 1F: 3 clusters Score -1857719 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1858041.875000 Penalty: 4594.884766
	Iteration 2F: 3 clusters Score -1858042 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1858289.125000 Penalty: 4594.884766
	Iteration 3F: 3 clusters Score -1858289 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1858528.375000 Penalty: 4594.884766
	Iteration 4Q: 3 clusters Score -1858528 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1858782.500000 Penalty: 4594.884766
	Iteration 5Q: 3 clusters Score -1858782 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1859093.125000 Penalty: 4594.884766
	Iteration 6Q: 3 clusters Score -1859093 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1859479.000000 Penalty: 4594.884766
	Iteration 7F: 3 clusters Score -1859479 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1859894.250000 Penalty: 4594.884766
	Iteration 8F: 3 clusters Score -1859894 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1860333.750000 Penalty: 4594.884766
	Iteration 9F: 3 clusters Score -1860334 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1860722.750000 Penalty: 4594.884766
	Iteration 10Q: 3 clusters Score -1860723 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1861066.750000 Penalty: 4594.884766
	Iteration 11Q: 3 clusters Score -1861067 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1861294.500000 Penalty: 4594.884766
	Iteration 12Q: 3 clusters Score -1861294 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1861427.500000 Penalty: 4594.884766
	Iteration 13Q: 3 clusters Score -1861428 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1861528.500000 Penalty: 4594.884766
	Iteration 14Q: 3 clusters Score -1861528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1861583.000000 Penalty: 4594.884766
	Iteration 15Q: 3 clusters Score -1861583 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1861626.375000 Penalty: 4594.884766
	Iteration 16Q: 3 clusters Score -1861626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1861653.125000 Penalty: 4594.884766
	Iteration 17Q: 3 clusters Score -1861653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1861678.625000 Penalty: 4594.884766
	Iteration 18Q: 3 clusters Score -1861679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1861696.750000 Penalty: 4594.884766
	Iteration 19Q: 3 clusters Score -1861697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1861710.750000 Penalty: 4594.884766
	Iteration 20F: 3 clusters Score -1861711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1861718.875000 Penalty: 4594.884766
	Iteration 21Q: 3 clusters Score -1861719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1861728.250000 Penalty: 4594.884766
	Iteration 22Q: 3 clusters Score -1861728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1861735.500000 Penalty: 4594.884766
	Iteration 23Q: 3 clusters Score -1861736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1861748.250000 Penalty: 4594.884766
	Iteration 24Q: 3 clusters Score -1861748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1861755.250000 Penalty: 4594.884766
	Iteration 25Q: 3 clusters Score -1861755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1861758.875000 Penalty: 4594.884766
	Iteration 26Q: 3 clusters Score -1861759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1861759.250000 Penalty: 4594.884766
	Iteration 27Q: 3 clusters Score -1861759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1861761.750000 Penalty: 4594.884766
	Iteration 28Q: 3 clusters Score -1861762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1861760.875000 Penalty: 4594.884766
	Iteration 29Q: 3 clusters Score -1861761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1861760.875000 Penalty: 4594.884766
	Iteration 30F: 3 clusters Score -1861761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Entering Unmasked Estep 
Score: -3970252.750000 Penalty: 2481.398193
	Iteration 0F: 2 clusters Score -3970253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3954785.750000 Penalty: 4962.796387
	Iteration 0F: 3 clusters Score -3954786 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3959901.750000 Penalty: 4962.796387
	Iteration 1F: 3 clusters Score -3959902 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3960284.250000 Penalty: 4962.796387
	Iteration 2F: 3 clusters Score -3960284 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3960558.500000 Penalty: 4962.796387
	Iteration 3Q: 3 clusters Score -3960558 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3960818.750000 Penalty: 4962.796387
	Iteration 4Q: 3 clusters Score -3960819 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3961032.000000 Penalty: 4962.796387
	Iteration 5Q: 3 clusters Score -3961032 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3961189.500000 Penalty: 4962.796387
	Iteration 6Q: 3 clusters Score -3961190 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3961358.500000 Penalty: 4962.796387
	Iteration 7Q: 3 clusters Score -3961358 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3961509.500000 Penalty: 4962.796387
	Iteration 8Q: 3 clusters Score -3961510 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3961669.250000 Penalty: 4962.796387
	Iteration 9Q: 3 clusters Score -3961669 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3961838.500000 Penalty: 4962.796387
	Iteration 10Q: 3 clusters Score -3961838 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3962100.500000 Penalty: 4962.796387
	Iteration 11Q: 3 clusters Score -3962100 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3962481.750000 Penalty: 4962.796387
	Iteration 12Q: 3 clusters Score -3962482 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3963052.750000 Penalty: 4962.796387
	Iteration 13Q: 3 clusters Score -3963053 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3963855.250000 Penalty: 4962.796387
	Iteration 14F: 3 clusters Score -3963855 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3964860.500000 Penalty: 4962.796387
	Iteration 15F: 3 clusters Score -3964860 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3965923.250000 Penalty: 4962.796387
	Iteration 16F: 3 clusters Score -3965923 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3966849.250000 Penalty: 4962.796387
	Iteration 17Q: 3 clusters Score -3966849 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3967434.250000 Penalty: 4962.796387
	Iteration 18Q: 3 clusters Score -3967434 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3967750.500000 Penalty: 4962.796387
	Iteration 19Q: 3 clusters Score -3967750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3967904.750000 Penalty: 4962.796387
	Iteration 20F: 3 clusters Score -3967905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3967986.000000 Penalty: 4962.796387
	Iteration 21Q: 3 clusters Score -3967986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3968018.500000 Penalty: 4962.796387
	Iteration 22Q: 3 clusters Score -3968018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3968053.500000 Penalty: 4962.796387
	Iteration 23Q: 3 clusters Score -3968054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3968075.000000 Penalty: 4962.796387
	Iteration 24Q: 3 clusters Score -3968075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3968089.250000 Penalty: 4962.796387
	Iteration 25Q: 3 clusters Score -3968089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3968092.500000 Penalty: 4962.796387
	Iteration 26Q: 3 clusters Score -3968092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3968097.250000 Penalty: 4962.796387
	Iteration 27Q: 3 clusters Score -3968097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3968099.000000 Penalty: 4962.796387
	Iteration 28Q: 3 clusters Score -3968099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3968101.500000 Penalty: 4962.796387
	Iteration 29Q: 3 clusters Score -3968102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3968104.250000 Penalty: 4962.796387
	Iteration 30Q: 3 clusters Score -3968104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3968108.750000 Penalty: 4962.796387
	Iteration 31Q: 3 clusters Score -3968109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3968109.500000 Penalty: 4962.796387
	Iteration 32Q: 3 clusters Score -3968110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3968109.500000 Penalty: 4962.796387
	Iteration 33F: 3 clusters Score -3968110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Entering Unmasked Estep 
Score: -7769129.500000 Penalty: 2649.508057
	Iteration 0F: 2 clusters Score -7769130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7740605.500000 Penalty: 5299.016113
	Iteration 0F: 3 clusters Score -7740606 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -7751680.500000 Penalty: 5299.016113
	Iteration 1F: 3 clusters Score -7751680 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -7752466.500000 Penalty: 5299.016113
	Iteration 2Q: 3 clusters Score -7752466 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -7753481.000000 Penalty: 5299.016113
	Iteration 3F: 3 clusters Score -7753481 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -7754693.500000 Penalty: 5299.016113
	Iteration 4F: 3 clusters Score -7754694 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -7756299.500000 Penalty: 5299.016113
	Iteration 5F: 3 clusters Score -7756300 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -7758077.000000 Penalty: 5299.016113
	Iteration 6F: 3 clusters Score -7758077 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -7759917.000000 Penalty: 5299.016113
	Iteration 7F: 3 clusters Score -7759917 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -7761892.000000 Penalty: 5299.016113
	Iteration 8F: 3 clusters Score -7761892 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -7763635.000000 Penalty: 5299.016113
	Iteration 9Q: 3 clusters Score -7763635 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -7764768.000000 Penalty: 5299.016113
	Iteration 10Q: 3 clusters Score -7764768 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -7765490.000000 Penalty: 5299.016113
	Iteration 11Q: 3 clusters Score -7765490 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -7765840.000000 Penalty: 5299.016113
	Iteration 12Q: 3 clusters Score -7765840 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -7765982.500000 Penalty: 5299.016113
	Iteration 13Q: 3 clusters Score -7765982 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -7766077.500000 Penalty: 5299.016113
	Iteration 14Q: 3 clusters Score -7766078 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -7766166.500000 Penalty: 5299.016113
	Iteration 15Q: 3 clusters Score -7766166 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -7766209.000000 Penalty: 5299.016113
	Iteration 16Q: 3 clusters Score -7766209 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -7766237.000000 Penalty: 5299.016113
	Iteration 17Q: 3 clusters Score -7766237 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -7766297.500000 Penalty: 5299.016113
	Iteration 18Q: 3 clusters Score -7766298 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -7766350.500000 Penalty: 5299.016113
	Iteration 19Q: 3 clusters Score -7766350 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -7766391.500000 Penalty: 5299.016113
	Iteration 20F: 3 clusters Score -7766392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -7766406.000000 Penalty: 5299.016113
	Iteration 21Q: 3 clusters Score -7766406 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -7766421.500000 Penalty: 5299.016113
	Iteration 22Q: 3 clusters Score -7766422 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -7766456.500000 Penalty: 5299.016113
	Iteration 23Q: 3 clusters Score -7766456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -7766462.500000 Penalty: 5299.016113
	Iteration 24Q: 3 clusters Score -7766462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -7766490.000000 Penalty: 5299.016113
	Iteration 25Q: 3 clusters Score -7766490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -7766489.500000 Penalty: 5299.016113
	Iteration 26Q: 3 clusters Score -7766490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -7766517.000000 Penalty: 5299.016113
	Iteration 27Q: 3 clusters Score -7766517 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -7766516.000000 Penalty: 5299.016113
	Iteration 28Q: 3 clusters Score -7766516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -7766511.000000 Penalty: 5299.016113
	Iteration 29Q: 3 clusters Score -7766511 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -7766521.000000 Penalty: 5299.016113
	Iteration 30Q: 3 clusters Score -7766521 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -7766546.000000 Penalty: 5299.016113
	Iteration 31Q: 3 clusters Score -7766546 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7766555.000000 Penalty: 5299.016113
	Iteration 32Q: 3 clusters Score -7766555 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -7766584.000000 Penalty: 5299.016113
	Iteration 33Q: 3 clusters Score -7766584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -7766595.500000 Penalty: 5299.016113
	Iteration 34Q: 3 clusters Score -7766596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -7766624.500000 Penalty: 5299.016113
	Iteration 35Q: 3 clusters Score -7766624 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -7766640.000000 Penalty: 5299.016113
	Iteration 36Q: 3 clusters Score -7766640 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -7766649.500000 Penalty: 5299.016113
	Iteration 37Q: 3 clusters Score -7766650 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -7766669.000000 Penalty: 5299.016113
	Iteration 38Q: 3 clusters Score -7766669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -7766681.000000 Penalty: 5299.016113
	Iteration 39Q: 3 clusters Score -7766681 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -7766702.000000 Penalty: 5299.016113
	Iteration 40F: 3 clusters Score -7766702 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -7766731.500000 Penalty: 5299.016113
	Iteration 41Q: 3 clusters Score -7766732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -7766709.500000 Penalty: 5299.016113
	Iteration 42Q: 3 clusters Score -7766710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -7766728.500000 Penalty: 5299.016113
	Iteration 43Q: 3 clusters Score -7766728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -7766719.000000 Penalty: 5299.016113
	Iteration 44Q: 3 clusters Score -7766719 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -7766731.500000 Penalty: 5299.016113
	Iteration 45Q: 3 clusters Score -7766732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7766739.500000 Penalty: 5299.016113
	Iteration 46Q: 3 clusters Score -7766740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -7766758.000000 Penalty: 5299.016113
	Iteration 47Q: 3 clusters Score -7766758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -7766741.500000 Penalty: 5299.016113
	Iteration 48Q: 3 clusters Score -7766742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -7766774.500000 Penalty: 5299.016113
	Iteration 49Q: 3 clusters Score -7766774 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -7766786.500000 Penalty: 5299.016113
	Iteration 50Q: 3 clusters Score -7766786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -7766834.000000 Penalty: 5299.016113
	Iteration 51Q: 3 clusters Score -7766834 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7766871.500000 Penalty: 5299.016113
	Iteration 52Q: 3 clusters Score -7766872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -7766878.000000 Penalty: 5299.016113
	Iteration 53Q: 3 clusters Score -7766878 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -7766896.000000 Penalty: 5299.016113
	Iteration 54Q: 3 clusters Score -7766896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -7766919.000000 Penalty: 5299.016113
	Iteration 55Q: 3 clusters Score -7766919 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -7766931.000000 Penalty: 5299.016113
	Iteration 56Q: 3 clusters Score -7766931 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -7766937.500000 Penalty: 5299.016113
	Iteration 57Q: 3 clusters Score -7766938 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -7766965.000000 Penalty: 5299.016113
	Iteration 58Q: 3 clusters Score -7766965 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7766975.000000 Penalty: 5299.016113
	Iteration 59Q: 3 clusters Score -7766975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -7766979.000000 Penalty: 5299.016113
	Iteration 60F: 3 clusters Score -7766979 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -7766970.500000 Penalty: 5299.016113
	Iteration 61Q: 3 clusters Score -7766970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7766990.000000 Penalty: 5299.016113
	Iteration 62Q: 3 clusters Score -7766990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7766996.000000 Penalty: 5299.016113
	Iteration 63Q: 3 clusters Score -7766996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -7767006.500000 Penalty: 5299.016113
	Iteration 64Q: 3 clusters Score -7767006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7767022.500000 Penalty: 5299.016113
	Iteration 65Q: 3 clusters Score -7767022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7767039.000000 Penalty: 5299.016113
	Iteration 66Q: 3 clusters Score -7767039 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -7767051.500000 Penalty: 5299.016113
	Iteration 67Q: 3 clusters Score -7767052 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7767080.000000 Penalty: 5299.016113
	Iteration 68Q: 3 clusters Score -7767080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7767089.000000 Penalty: 5299.016113
	Iteration 69Q: 3 clusters Score -7767089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7767119.000000 Penalty: 5299.016113
	Iteration 70Q: 3 clusters Score -7767119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7767131.500000 Penalty: 5299.016113
	Iteration 71Q: 3 clusters Score -7767132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7767153.500000 Penalty: 5299.016113
	Iteration 72Q: 3 clusters Score -7767154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7767145.000000 Penalty: 5299.016113
	Iteration 73Q: 3 clusters Score -7767145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7767157.000000 Penalty: 5299.016113
	Iteration 74Q: 3 clusters Score -7767157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7767171.500000 Penalty: 5299.016113
	Iteration 75Q: 3 clusters Score -7767172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -7767183.000000 Penalty: 5299.016113
	Iteration 76Q: 3 clusters Score -7767183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7767180.000000 Penalty: 5299.016113
	Iteration 77Q: 3 clusters Score -7767180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -7767177.000000 Penalty: 5299.016113
	Iteration 78Q: 3 clusters Score -7767177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7767193.000000 Penalty: 5299.016113
	Iteration 79Q: 3 clusters Score -7767193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7767206.000000 Penalty: 5299.016113
	Iteration 80F: 3 clusters Score -7767206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7767195.000000 Penalty: 5299.016113
	Iteration 81Q: 3 clusters Score -7767195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7767224.000000 Penalty: 5299.016113
	Iteration 82Q: 3 clusters Score -7767224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7767229.000000 Penalty: 5299.016113
	Iteration 83Q: 3 clusters Score -7767229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7767234.000000 Penalty: 5299.016113
	Iteration 84Q: 3 clusters Score -7767234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7767235.000000 Penalty: 5299.016113
	Iteration 85Q: 3 clusters Score -7767235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7767238.500000 Penalty: 5299.016113
	Iteration 86Q: 3 clusters Score -7767238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7767234.000000 Penalty: 5299.016113
	Iteration 87Q: 3 clusters Score -7767234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7767228.500000 Penalty: 5299.016113
	Iteration 88Q: 3 clusters Score -7767228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7767235.000000 Penalty: 5299.016113
	Iteration 89Q: 3 clusters Score -7767235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7767228.500000 Penalty: 5299.016113
	Iteration 90Q: 3 clusters Score -7767228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7767232.000000 Penalty: 5299.016113
	Iteration 91Q: 3 clusters Score -7767232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7767235.000000 Penalty: 5299.016113
	Iteration 92Q: 3 clusters Score -7767235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7767246.000000 Penalty: 5299.016113
	Iteration 93Q: 3 clusters Score -7767246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7767253.500000 Penalty: 5299.016113
	Iteration 94Q: 3 clusters Score -7767254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7767259.500000 Penalty: 5299.016113
	Iteration 95Q: 3 clusters Score -7767260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7767258.500000 Penalty: 5299.016113
	Iteration 96Q: 3 clusters Score -7767258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7767269.500000 Penalty: 5299.016113
	Iteration 97Q: 3 clusters Score -7767270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7767266.000000 Penalty: 5299.016113
	Iteration 98Q: 3 clusters Score -7767266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7767268.500000 Penalty: 5299.016113
	Iteration 99Q: 3 clusters Score -7767268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7767259.500000 Penalty: 5299.016113
	Iteration 100F: 3 clusters Score -7767260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7767280.500000 Penalty: 5299.016113
	Iteration 101Q: 3 clusters Score -7767280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7767272.000000 Penalty: 5299.016113
	Iteration 102Q: 3 clusters Score -7767272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7767273.500000 Penalty: 5299.016113
	Iteration 103Q: 3 clusters Score -7767274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7767289.000000 Penalty: 5299.016113
	Iteration 104Q: 3 clusters Score -7767289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7767281.000000 Penalty: 5299.016113
	Iteration 105Q: 3 clusters Score -7767281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7767286.000000 Penalty: 5299.016113
	Iteration 106Q: 3 clusters Score -7767286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7767282.000000 Penalty: 5299.016113
	Iteration 107Q: 3 clusters Score -7767282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7767276.500000 Penalty: 5299.016113
	Iteration 108Q: 3 clusters Score -7767276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7767277.500000 Penalty: 5299.016113
	Iteration 109Q: 3 clusters Score -7767278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7767281.500000 Penalty: 5299.016113
	Iteration 110Q: 3 clusters Score -7767282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7767282.500000 Penalty: 5299.016113
	Iteration 111Q: 3 clusters Score -7767282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7767287.500000 Penalty: 5299.016113
	Iteration 112Q: 3 clusters Score -7767288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7767287.500000 Penalty: 5299.016113
	Iteration 113Q: 3 clusters Score -7767288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7767291.000000 Penalty: 5299.016113
	Iteration 114Q: 3 clusters Score -7767291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7767290.000000 Penalty: 5299.016113
	Iteration 115Q: 3 clusters Score -7767290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7767294.000000 Penalty: 5299.016113
	Iteration 116Q: 3 clusters Score -7767294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7767276.000000 Penalty: 5299.016113
	Iteration 117Q: 3 clusters Score -7767276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7767283.500000 Penalty: 5299.016113
	Iteration 118Q: 3 clusters Score -7767284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7767286.000000 Penalty: 5299.016113
	Iteration 119Q: 3 clusters Score -7767286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7767283.500000 Penalty: 5299.016113
	Iteration 120F: 3 clusters Score -7767284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7767278.500000 Penalty: 5299.016113
	Iteration 121Q: 3 clusters Score -7767278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7767279.000000 Penalty: 5299.016113
	Iteration 122Q: 3 clusters Score -7767279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7767284.500000 Penalty: 5299.016113
	Iteration 123Q: 3 clusters Score -7767284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7767286.500000 Penalty: 5299.016113
	Iteration 124Q: 3 clusters Score -7767286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7767285.500000 Penalty: 5299.016113
	Iteration 125Q: 3 clusters Score -7767286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7767282.500000 Penalty: 5299.016113
	Iteration 126Q: 3 clusters Score -7767282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7767284.500000 Penalty: 5299.016113
	Iteration 127Q: 3 clusters Score -7767284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7767283.000000 Penalty: 5299.016113
	Iteration 128Q: 3 clusters Score -7767283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7767279.500000 Penalty: 5299.016113
	Iteration 129Q: 3 clusters Score -7767280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7767281.500000 Penalty: 5299.016113
	Iteration 130Q: 3 clusters Score -7767282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7767285.500000 Penalty: 5299.016113
	Iteration 131Q: 3 clusters Score -7767286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7767293.000000 Penalty: 5299.016113
	Iteration 132Q: 3 clusters Score -7767293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7767292.500000 Penalty: 5299.016113
	Iteration 133Q: 3 clusters Score -7767292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7767291.500000 Penalty: 5299.016113
	Iteration 134Q: 3 clusters Score -7767292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7767291.500000 Penalty: 5299.016113
	Iteration 135F: 3 clusters Score -7767292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Entering Unmasked Estep 
Score: -7609180.500000 Penalty: 2640.820068
	Iteration 0F: 2 clusters Score -7609180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -7581212.500000 Penalty: 5281.640137
	Iteration 0F: 3 clusters Score -7581212 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -7591803.500000 Penalty: 5281.640137
	Iteration 1F: 3 clusters Score -7591804 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -7592293.000000 Penalty: 5281.640137
	Iteration 2Q: 3 clusters Score -7592293 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -7592764.000000 Penalty: 5281.640137
	Iteration 3Q: 3 clusters Score -7592764 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -7593183.000000 Penalty: 5281.640137
	Iteration 4Q: 3 clusters Score -7593183 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -7593582.000000 Penalty: 5281.640137
	Iteration 5Q: 3 clusters Score -7593582 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -7594023.500000 Penalty: 5281.640137
	Iteration 6Q: 3 clusters Score -7594024 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -7594474.000000 Penalty: 5281.640137
	Iteration 7Q: 3 clusters Score -7594474 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -7595047.500000 Penalty: 5281.640137
	Iteration 8Q: 3 clusters Score -7595048 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -7595760.000000 Penalty: 5281.640137
	Iteration 9Q: 3 clusters Score -7595760 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -7596785.000000 Penalty: 5281.640137
	Iteration 10Q: 3 clusters Score -7596785 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -7598259.000000 Penalty: 5281.640137
	Iteration 11F: 3 clusters Score -7598259 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -7600182.500000 Penalty: 5281.640137
	Iteration 12F: 3 clusters Score -7600182 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -7602185.500000 Penalty: 5281.640137
	Iteration 13F: 3 clusters Score -7602186 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -7603877.000000 Penalty: 5281.640137
	Iteration 14Q: 3 clusters Score -7603877 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -7605090.000000 Penalty: 5281.640137
	Iteration 15Q: 3 clusters Score -7605090 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -7605784.000000 Penalty: 5281.640137
	Iteration 16Q: 3 clusters Score -7605784 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -7606167.500000 Penalty: 5281.640137
	Iteration 17Q: 3 clusters Score -7606168 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -7606404.000000 Penalty: 5281.640137
	Iteration 18Q: 3 clusters Score -7606404 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7606561.500000 Penalty: 5281.640137
	Iteration 19Q: 3 clusters Score -7606562 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7606691.000000 Penalty: 5281.640137
	Iteration 20F: 3 clusters Score -7606691 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7606761.500000 Penalty: 5281.640137
	Iteration 21Q: 3 clusters Score -7606762 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7606816.000000 Penalty: 5281.640137
	Iteration 22Q: 3 clusters Score -7606816 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7606860.500000 Penalty: 5281.640137
	Iteration 23Q: 3 clusters Score -7606860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -7606903.000000 Penalty: 5281.640137
	Iteration 24Q: 3 clusters Score -7606903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7606954.000000 Penalty: 5281.640137
	Iteration 25Q: 3 clusters Score -7606954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7607001.500000 Penalty: 5281.640137
	Iteration 26Q: 3 clusters Score -7607002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7607020.500000 Penalty: 5281.640137
	Iteration 27Q: 3 clusters Score -7607020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7607051.000000 Penalty: 5281.640137
	Iteration 28Q: 3 clusters Score -7607051 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7607081.000000 Penalty: 5281.640137
	Iteration 29Q: 3 clusters Score -7607081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7607095.500000 Penalty: 5281.640137
	Iteration 30Q: 3 clusters Score -7607096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7607110.000000 Penalty: 5281.640137
	Iteration 31Q: 3 clusters Score -7607110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7607115.000000 Penalty: 5281.640137
	Iteration 32Q: 3 clusters Score -7607115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7607140.500000 Penalty: 5281.640137
	Iteration 33Q: 3 clusters Score -7607140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7607142.000000 Penalty: 5281.640137
	Iteration 34Q: 3 clusters Score -7607142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7607150.500000 Penalty: 5281.640137
	Iteration 35Q: 3 clusters Score -7607150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7607153.500000 Penalty: 5281.640137
	Iteration 36Q: 3 clusters Score -7607154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7607166.500000 Penalty: 5281.640137
	Iteration 37Q: 3 clusters Score -7607166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7607171.500000 Penalty: 5281.640137
	Iteration 38Q: 3 clusters Score -7607172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7607168.000000 Penalty: 5281.640137
	Iteration 39Q: 3 clusters Score -7607168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7607191.500000 Penalty: 5281.640137
	Iteration 40F: 3 clusters Score -7607192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7607192.500000 Penalty: 5281.640137
	Iteration 41Q: 3 clusters Score -7607192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7607182.500000 Penalty: 5281.640137
	Iteration 42Q: 3 clusters Score -7607182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7607181.500000 Penalty: 5281.640137
	Iteration 43Q: 3 clusters Score -7607182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7607167.500000 Penalty: 5281.640137
	Iteration 44Q: 3 clusters Score -7607168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7607171.500000 Penalty: 5281.640137
	Iteration 45Q: 3 clusters Score -7607172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7607178.500000 Penalty: 5281.640137
	Iteration 46Q: 3 clusters Score -7607178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7607178.500000 Penalty: 5281.640137
	Iteration 47Q: 3 clusters Score -7607178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7607183.000000 Penalty: 5281.640137
	Iteration 48Q: 3 clusters Score -7607183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7607184.500000 Penalty: 5281.640137
	Iteration 49Q: 3 clusters Score -7607184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7607185.500000 Penalty: 5281.640137
	Iteration 50Q: 3 clusters Score -7607186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7607185.500000 Penalty: 5281.640137
	Iteration 51F: 3 clusters Score -7607186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Entering Unmasked Estep 
Score: -6282659.500000 Penalty: 2595.253174
	Iteration 0F: 2 clusters Score -6282660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -6258915.500000 Penalty: 5190.506348
	Iteration 0F: 3 clusters Score -6258916 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -6267322.500000 Penalty: 5190.506348
	Iteration 1F: 3 clusters Score -6267322 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -6267778.000000 Penalty: 5190.506348
	Iteration 2Q: 3 clusters Score -6267778 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -6268250.000000 Penalty: 5190.506348
	Iteration 3Q: 3 clusters Score -6268250 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -6268735.000000 Penalty: 5190.506348
	Iteration 4Q: 3 clusters Score -6268735 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -6269358.000000 Penalty: 5190.506348
	Iteration 5Q: 3 clusters Score -6269358 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -6270250.000000 Penalty: 5190.506348
	Iteration 6F: 3 clusters Score -6270250 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6271663.500000 Penalty: 5190.506348
	Iteration 7F: 3 clusters Score -6271664 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -6273676.500000 Penalty: 5190.506348
	Iteration 8F: 3 clusters Score -6273676 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -6276043.500000 Penalty: 5190.506348
	Iteration 9F: 3 clusters Score -6276044 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -6278205.500000 Penalty: 5190.506348
	Iteration 10F: 3 clusters Score -6278206 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6279562.000000 Penalty: 5190.506348
	Iteration 11Q: 3 clusters Score -6279562 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -6280110.000000 Penalty: 5190.506348
	Iteration 12Q: 3 clusters Score -6280110 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6280314.000000 Penalty: 5190.506348
	Iteration 13Q: 3 clusters Score -6280314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6280375.500000 Penalty: 5190.506348
	Iteration 14Q: 3 clusters Score -6280376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -6280401.000000 Penalty: 5190.506348
	Iteration 15Q: 3 clusters Score -6280401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -6280437.500000 Penalty: 5190.506348
	Iteration 16Q: 3 clusters Score -6280438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -6280449.000000 Penalty: 5190.506348
	Iteration 17Q: 3 clusters Score -6280449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -6280449.000000 Penalty: 5190.506348
	Iteration 18Q: 3 clusters Score -6280449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -6280449.000000 Penalty: 5190.506348
	Iteration 19Q: 3 clusters Score -6280449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -6280448.000000 Penalty: 5190.506348
	Iteration 20F: 3 clusters Score -6280448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -6280454.000000 Penalty: 5190.506348
	Iteration 21Q: 3 clusters Score -6280454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -6280463.500000 Penalty: 5190.506348
	Iteration 22Q: 3 clusters Score -6280464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -6280459.500000 Penalty: 5190.506348
	Iteration 23Q: 3 clusters Score -6280460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -6280459.500000 Penalty: 5190.506348
	Iteration 24F: 3 clusters Score -6280460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -104914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103295.820312 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -103295.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103602.601562 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -103602.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103749.695312 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -103749.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103828.148438 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -103828.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103894.976562 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -103895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103983.437500 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -103983.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104088.640625 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -104088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104118.664062 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -104118.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104148.250000 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -104148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104160.359375 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -104160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104173.757812 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -104173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104192.859375 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -104192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104206.296875 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -104206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104206.296875 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -104206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Entering Unmasked Estep 
Score: -7800589.500000 Penalty: 2647.103516
	Iteration 0F: 2 clusters Score -7800590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7772358.000000 Penalty: 5294.207031
	Iteration 0F: 3 clusters Score -7772358 nChanged 19815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -7783065.500000 Penalty: 5294.207031
	Iteration 1F: 3 clusters Score -7783066 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -7783506.000000 Penalty: 5294.207031
	Iteration 2Q: 3 clusters Score -7783506 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -7783883.500000 Penalty: 5294.207031
	Iteration 3Q: 3 clusters Score -7783884 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -7784283.000000 Penalty: 5294.207031
	Iteration 4Q: 3 clusters Score -7784283 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -7784582.000000 Penalty: 5294.207031
	Iteration 5Q: 3 clusters Score -7784582 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -7784862.500000 Penalty: 5294.207031
	Iteration 6Q: 3 clusters Score -7784862 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -7785177.000000 Penalty: 5294.207031
	Iteration 7Q: 3 clusters Score -7785177 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -7785558.000000 Penalty: 5294.207031
	Iteration 8Q: 3 clusters Score -7785558 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7786064.500000 Penalty: 5294.207031
	Iteration 9Q: 3 clusters Score -7786064 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -7786829.000000 Penalty: 5294.207031
	Iteration 10Q: 3 clusters Score -7786829 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -7787814.000000 Penalty: 5294.207031
	Iteration 11Q: 3 clusters Score -7787814 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7789377.000000 Penalty: 5294.207031
	Iteration 12F: 3 clusters Score -7789377 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -7791389.000000 Penalty: 5294.207031
	Iteration 13F: 3 clusters Score -7791389 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7793708.500000 Penalty: 5294.207031
	Iteration 14F: 3 clusters Score -7793708 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7795708.000000 Penalty: 5294.207031
	Iteration 15F: 3 clusters Score -7795708 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -7796970.500000 Penalty: 5294.207031
	Iteration 16Q: 3 clusters Score -7796970 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -7797633.000000 Penalty: 5294.207031
	Iteration 17Q: 3 clusters Score -7797633 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -7797954.500000 Penalty: 5294.207031
	Iteration 18Q: 3 clusters Score -7797954 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -7798130.000000 Penalty: 5294.207031
	Iteration 19Q: 3 clusters Score -7798130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -7798217.500000 Penalty: 5294.207031
	Iteration 20F: 3 clusters Score -7798218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -7798243.500000 Penalty: 5294.207031
	Iteration 21Q: 3 clusters Score -7798244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -7798273.500000 Penalty: 5294.207031
	Iteration 22Q: 3 clusters Score -7798274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -7798291.000000 Penalty: 5294.207031
	Iteration 23Q: 3 clusters Score -7798291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -7798306.000000 Penalty: 5294.207031
	Iteration 24Q: 3 clusters Score -7798306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -7798308.500000 Penalty: 5294.207031
	Iteration 25Q: 3 clusters Score -7798308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -7798314.500000 Penalty: 5294.207031
	Iteration 26Q: 3 clusters Score -7798314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -7798318.000000 Penalty: 5294.207031
	Iteration 27Q: 3 clusters Score -7798318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -7798318.500000 Penalty: 5294.207031
	Iteration 28Q: 3 clusters Score -7798318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -7798318.500000 Penalty: 5294.207031
	Iteration 29F: 3 clusters Score -7798318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Entering Unmasked Estep 
Score: -1983220.125000 Penalty: 2318.911621
	Iteration 0F: 2 clusters Score -1983220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1974621.375000 Penalty: 4637.823242
	Iteration 0F: 3 clusters Score -1974621 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1977207.250000 Penalty: 4637.823242
	Iteration 1F: 3 clusters Score -1977207 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1977686.125000 Penalty: 4637.823242
	Iteration 2F: 3 clusters Score -1977686 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1978133.250000 Penalty: 4637.823242
	Iteration 3F: 3 clusters Score -1978133 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1978654.875000 Penalty: 4637.823242
	Iteration 4F: 3 clusters Score -1978655 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1979243.125000 Penalty: 4637.823242
	Iteration 5F: 3 clusters Score -1979243 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1979848.875000 Penalty: 4637.823242
	Iteration 6F: 3 clusters Score -1979849 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1980333.125000 Penalty: 4637.823242
	Iteration 7F: 3 clusters Score -1980333 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1980636.625000 Penalty: 4637.823242
	Iteration 8Q: 3 clusters Score -1980637 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1980812.125000 Penalty: 4637.823242
	Iteration 9Q: 3 clusters Score -1980812 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1980931.625000 Penalty: 4637.823242
	Iteration 10Q: 3 clusters Score -1980932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1981034.750000 Penalty: 4637.823242
	Iteration 11Q: 3 clusters Score -1981035 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1981114.500000 Penalty: 4637.823242
	Iteration 12Q: 3 clusters Score -1981114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1981175.000000 Penalty: 4637.823242
	Iteration 13Q: 3 clusters Score -1981175 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1981229.375000 Penalty: 4637.823242
	Iteration 14Q: 3 clusters Score -1981229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1981288.625000 Penalty: 4637.823242
	Iteration 15Q: 3 clusters Score -1981289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1981331.125000 Penalty: 4637.823242
	Iteration 16Q: 3 clusters Score -1981331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1981370.125000 Penalty: 4637.823242
	Iteration 17Q: 3 clusters Score -1981370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1981397.625000 Penalty: 4637.823242
	Iteration 18Q: 3 clusters Score -1981398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1981421.125000 Penalty: 4637.823242
	Iteration 19Q: 3 clusters Score -1981421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1981448.500000 Penalty: 4637.823242
	Iteration 20F: 3 clusters Score -1981448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1981471.250000 Penalty: 4637.823242
	Iteration 21Q: 3 clusters Score -1981471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1981490.625000 Penalty: 4637.823242
	Iteration 22Q: 3 clusters Score -1981491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1981513.125000 Penalty: 4637.823242
	Iteration 23Q: 3 clusters Score -1981513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1981533.000000 Penalty: 4637.823242
	Iteration 24Q: 3 clusters Score -1981533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1981554.625000 Penalty: 4637.823242
	Iteration 25Q: 3 clusters Score -1981555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1981583.375000 Penalty: 4637.823242
	Iteration 26Q: 3 clusters Score -1981583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1981600.250000 Penalty: 4637.823242
	Iteration 27Q: 3 clusters Score -1981600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1981613.500000 Penalty: 4637.823242
	Iteration 28Q: 3 clusters Score -1981614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1981626.250000 Penalty: 4637.823242
	Iteration 29Q: 3 clusters Score -1981626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1981633.250000 Penalty: 4637.823242
	Iteration 30Q: 3 clusters Score -1981633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1981647.875000 Penalty: 4637.823242
	Iteration 31Q: 3 clusters Score -1981648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1981658.250000 Penalty: 4637.823242
	Iteration 32Q: 3 clusters Score -1981658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1981663.625000 Penalty: 4637.823242
	Iteration 33Q: 3 clusters Score -1981664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1981666.625000 Penalty: 4637.823242
	Iteration 34Q: 3 clusters Score -1981667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1981672.500000 Penalty: 4637.823242
	Iteration 35Q: 3 clusters Score -1981672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1981677.250000 Penalty: 4637.823242
	Iteration 36Q: 3 clusters Score -1981677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1981674.250000 Penalty: 4637.823242
	Iteration 37Q: 3 clusters Score -1981674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1981678.000000 Penalty: 4637.823242
	Iteration 38Q: 3 clusters Score -1981678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1981682.250000 Penalty: 4637.823242
	Iteration 39Q: 3 clusters Score -1981682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1981684.000000 Penalty: 4637.823242
	Iteration 40F: 3 clusters Score -1981684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1981683.625000 Penalty: 4637.823242
	Iteration 41Q: 3 clusters Score -1981684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1981683.875000 Penalty: 4637.823242
	Iteration 42Q: 3 clusters Score -1981684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1981685.000000 Penalty: 4637.823242
	Iteration 43Q: 3 clusters Score -1981685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1981685.000000 Penalty: 4637.823242
	Iteration 44F: 3 clusters Score -1981685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Entering Unmasked Estep 
Score: -2884889.000000 Penalty: 2400.259766
	Iteration 0F: 2 clusters Score -2884889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2873359.500000 Penalty: 4800.519531
	Iteration 0F: 3 clusters Score -2873360 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2876969.500000 Penalty: 4800.519531
	Iteration 1F: 3 clusters Score -2876970 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2877251.500000 Penalty: 4800.519531
	Iteration 2F: 3 clusters Score -2877252 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2877473.000000 Penalty: 4800.519531
	Iteration 3Q: 3 clusters Score -2877473 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2877643.250000 Penalty: 4800.519531
	Iteration 4Q: 3 clusters Score -2877643 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2877766.750000 Penalty: 4800.519531
	Iteration 5Q: 3 clusters Score -2877767 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2877855.750000 Penalty: 4800.519531
	Iteration 6Q: 3 clusters Score -2877856 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2877937.750000 Penalty: 4800.519531
	Iteration 7Q: 3 clusters Score -2877938 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2878025.500000 Penalty: 4800.519531
	Iteration 8Q: 3 clusters Score -2878026 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2878099.250000 Penalty: 4800.519531
	Iteration 9Q: 3 clusters Score -2878099 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2878191.500000 Penalty: 4800.519531
	Iteration 10Q: 3 clusters Score -2878192 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2878267.500000 Penalty: 4800.519531
	Iteration 11Q: 3 clusters Score -2878268 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2878359.500000 Penalty: 4800.519531
	Iteration 12Q: 3 clusters Score -2878360 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2878450.000000 Penalty: 4800.519531
	Iteration 13Q: 3 clusters Score -2878450 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2878575.500000 Penalty: 4800.519531
	Iteration 14Q: 3 clusters Score -2878576 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2878756.750000 Penalty: 4800.519531
	Iteration 15Q: 3 clusters Score -2878757 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2879010.750000 Penalty: 4800.519531
	Iteration 16Q: 3 clusters Score -2879011 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2879360.750000 Penalty: 4800.519531
	Iteration 17Q: 3 clusters Score -2879361 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2879820.750000 Penalty: 4800.519531
	Iteration 18Q: 3 clusters Score -2879821 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2880415.250000 Penalty: 4800.519531
	Iteration 19F: 3 clusters Score -2880415 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2881063.250000 Penalty: 4800.519531
	Iteration 20F: 3 clusters Score -2881063 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2881624.750000 Penalty: 4800.519531
	Iteration 21Q: 3 clusters Score -2881625 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2882086.250000 Penalty: 4800.519531
	Iteration 22Q: 3 clusters Score -2882086 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2882386.500000 Penalty: 4800.519531
	Iteration 23Q: 3 clusters Score -2882386 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2882538.250000 Penalty: 4800.519531
	Iteration 24Q: 3 clusters Score -2882538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2882635.000000 Penalty: 4800.519531
	Iteration 25Q: 3 clusters Score -2882635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2882694.000000 Penalty: 4800.519531
	Iteration 26Q: 3 clusters Score -2882694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2882715.000000 Penalty: 4800.519531
	Iteration 27Q: 3 clusters Score -2882715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2882727.000000 Penalty: 4800.519531
	Iteration 28Q: 3 clusters Score -2882727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2882729.750000 Penalty: 4800.519531
	Iteration 29Q: 3 clusters Score -2882730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2882738.750000 Penalty: 4800.519531
	Iteration 30Q: 3 clusters Score -2882739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2882740.000000 Penalty: 4800.519531
	Iteration 31Q: 3 clusters Score -2882740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2882748.750000 Penalty: 4800.519531
	Iteration 32Q: 3 clusters Score -2882749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2882756.250000 Penalty: 4800.519531
	Iteration 33Q: 3 clusters Score -2882756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2882766.000000 Penalty: 4800.519531
	Iteration 34Q: 3 clusters Score -2882766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2882769.750000 Penalty: 4800.519531
	Iteration 35Q: 3 clusters Score -2882770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2882773.250000 Penalty: 4800.519531
	Iteration 36Q: 3 clusters Score -2882773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2882773.250000 Penalty: 4800.519531
	Iteration 37F: 3 clusters Score -2882773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Entering Unmasked Estep 
Score: -7768236.500000 Penalty: 2642.035645
	Iteration 0F: 2 clusters Score -7768236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7740694.500000 Penalty: 5284.071289
	Iteration 0F: 3 clusters Score -7740694 nChanged 19295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -7751337.500000 Penalty: 5284.071289
	Iteration 1F: 3 clusters Score -7751338 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -7751810.000000 Penalty: 5284.071289
	Iteration 2Q: 3 clusters Score -7751810 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -7752293.500000 Penalty: 5284.071289
	Iteration 3Q: 3 clusters Score -7752294 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -7752839.000000 Penalty: 5284.071289
	Iteration 4Q: 3 clusters Score -7752839 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -7753643.000000 Penalty: 5284.071289
	Iteration 5Q: 3 clusters Score -7753643 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -7754802.500000 Penalty: 5284.071289
	Iteration 6F: 3 clusters Score -7754802 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -7756602.000000 Penalty: 5284.071289
	Iteration 7F: 3 clusters Score -7756602 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -7759248.000000 Penalty: 5284.071289
	Iteration 8F: 3 clusters Score -7759248 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -7762079.000000 Penalty: 5284.071289
	Iteration 9F: 3 clusters Score -7762079 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7764228.500000 Penalty: 5284.071289
	Iteration 10F: 3 clusters Score -7764228 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7765183.000000 Penalty: 5284.071289
	Iteration 11Q: 3 clusters Score -7765183 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7765549.500000 Penalty: 5284.071289
	Iteration 12Q: 3 clusters Score -7765550 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7765740.000000 Penalty: 5284.071289
	Iteration 13Q: 3 clusters Score -7765740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7765818.500000 Penalty: 5284.071289
	Iteration 14Q: 3 clusters Score -7765818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7765856.000000 Penalty: 5284.071289
	Iteration 15Q: 3 clusters Score -7765856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7765893.000000 Penalty: 5284.071289
	Iteration 16Q: 3 clusters Score -7765893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7765922.000000 Penalty: 5284.071289
	Iteration 17Q: 3 clusters Score -7765922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7765934.000000 Penalty: 5284.071289
	Iteration 18Q: 3 clusters Score -7765934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7765950.000000 Penalty: 5284.071289
	Iteration 19Q: 3 clusters Score -7765950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7765970.500000 Penalty: 5284.071289
	Iteration 20F: 3 clusters Score -7765970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7765974.500000 Penalty: 5284.071289
	Iteration 21Q: 3 clusters Score -7765974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7765979.500000 Penalty: 5284.071289
	Iteration 22Q: 3 clusters Score -7765980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7765984.000000 Penalty: 5284.071289
	Iteration 23Q: 3 clusters Score -7765984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7765989.000000 Penalty: 5284.071289
	Iteration 24Q: 3 clusters Score -7765989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7765989.000000 Penalty: 5284.071289
	Iteration 25F: 3 clusters Score -7765989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -2726674.000000 Penalty: 2402.332031
	Iteration 0F: 2 clusters Score -2726674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2715203.250000 Penalty: 4804.664062
	Iteration 0F: 3 clusters Score -2715203 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2719664.000000 Penalty: 4804.664062
	Iteration 1F: 3 clusters Score -2719664 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2720850.000000 Penalty: 4804.664062
	Iteration 2F: 3 clusters Score -2720850 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2722129.750000 Penalty: 4804.664062
	Iteration 3F: 3 clusters Score -2722130 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2723121.750000 Penalty: 4804.664062
	Iteration 4F: 3 clusters Score -2723122 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2723802.000000 Penalty: 4804.664062
	Iteration 5F: 3 clusters Score -2723802 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2724242.250000 Penalty: 4804.664062
	Iteration 6Q: 3 clusters Score -2724242 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2724556.500000 Penalty: 4804.664062
	Iteration 7Q: 3 clusters Score -2724556 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2724809.250000 Penalty: 4804.664062
	Iteration 8Q: 3 clusters Score -2724809 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2725022.500000 Penalty: 4804.664062
	Iteration 9Q: 3 clusters Score -2725022 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2725203.000000 Penalty: 4804.664062
	Iteration 10Q: 3 clusters Score -2725203 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2725369.750000 Penalty: 4804.664062
	Iteration 11Q: 3 clusters Score -2725370 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2725491.750000 Penalty: 4804.664062
	Iteration 12Q: 3 clusters Score -2725492 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2725596.500000 Penalty: 4804.664062
	Iteration 13Q: 3 clusters Score -2725596 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2725698.500000 Penalty: 4804.664062
	Iteration 14Q: 3 clusters Score -2725698 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2725807.500000 Penalty: 4804.664062
	Iteration 15Q: 3 clusters Score -2725808 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2725912.250000 Penalty: 4804.664062
	Iteration 16Q: 3 clusters Score -2725912 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2726009.250000 Penalty: 4804.664062
	Iteration 17Q: 3 clusters Score -2726009 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2726087.000000 Penalty: 4804.664062
	Iteration 18Q: 3 clusters Score -2726087 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2726182.250000 Penalty: 4804.664062
	Iteration 19Q: 3 clusters Score -2726182 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2726245.500000 Penalty: 4804.664062
	Iteration 20F: 3 clusters Score -2726246 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2726309.500000 Penalty: 4804.664062
	Iteration 21Q: 3 clusters Score -2726310 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2726365.250000 Penalty: 4804.664062
	Iteration 22Q: 3 clusters Score -2726365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2726391.000000 Penalty: 4804.664062
	Iteration 23Q: 3 clusters Score -2726391 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2726439.000000 Penalty: 4804.664062
	Iteration 24Q: 3 clusters Score -2726439 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2726504.000000 Penalty: 4804.664062
	Iteration 25Q: 3 clusters Score -2726504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2726597.250000 Penalty: 4804.664062
	Iteration 26Q: 3 clusters Score -2726597 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2726713.750000 Penalty: 4804.664062
	Iteration 27Q: 3 clusters Score -2726714 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2726840.250000 Penalty: 4804.664062
	Iteration 28Q: 3 clusters Score -2726840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2726966.750000 Penalty: 4804.664062
	Iteration 29Q: 3 clusters Score -2726967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2727062.500000 Penalty: 4804.664062
	Iteration 30Q: 3 clusters Score -2727062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2727108.250000 Penalty: 4804.664062
	Iteration 31Q: 3 clusters Score -2727108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2727131.750000 Penalty: 4804.664062
	Iteration 32Q: 3 clusters Score -2727132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2727143.750000 Penalty: 4804.664062
	Iteration 33Q: 3 clusters Score -2727144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2727148.000000 Penalty: 4804.664062
	Iteration 34Q: 3 clusters Score -2727148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2727151.500000 Penalty: 4804.664062
	Iteration 35Q: 3 clusters Score -2727152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2727153.000000 Penalty: 4804.664062
	Iteration 36Q: 3 clusters Score -2727153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2727153.250000 Penalty: 4804.664062
	Iteration 37Q: 3 clusters Score -2727153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2727153.250000 Penalty: 4804.664062
	Iteration 38Q: 3 clusters Score -2727153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2727151.750000 Penalty: 4804.664062
	Iteration 39Q: 3 clusters Score -2727152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2727153.750000 Penalty: 4804.664062
	Iteration 40F: 3 clusters Score -2727154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2727158.250000 Penalty: 4804.664062
	Iteration 41Q: 3 clusters Score -2727158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2727157.000000 Penalty: 4804.664062
	Iteration 42Q: 3 clusters Score -2727157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2727159.750000 Penalty: 4804.664062
	Iteration 43Q: 3 clusters Score -2727160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2727156.750000 Penalty: 4804.664062
	Iteration 44Q: 3 clusters Score -2727157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2727156.750000 Penalty: 4804.664062
	Iteration 45F: 3 clusters Score -2727157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 23940 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16990 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39226 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 35057 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43209 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 15970 members 
Mstep: Class 20 contains 42335 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 52085 members 
Mstep: Class 23 contains 50891 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45109 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40091 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 48856 members 
Mstep: Class 30 contains 50454 members 
Mstep: Class 31 contains 24171 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37676 members 
Mstep: Class 34 contains 69035 members 
Mstep: Class 35 contains 39394 members 
Mstep: Class 36 contains 40829 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43835 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57117 members 
Mstep: Class 41 contains 13628 members 
Entering Unmasked Estep 
Score: -196423536.000000 Penalty: 141646.312500
Splitting cluster 21 changes total score from -196424032.000000 to -196423536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (52085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Entering Unmasked Estep 
Score: -9326192.000000 Penalty: 2693.436768
	Iteration 0F: 2 clusters Score -9326192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -9295556.000000 Penalty: 5386.873535
	Iteration 0F: 3 clusters Score -9295556 nChanged 24061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -9308604.000000 Penalty: 5386.873535
	Iteration 1F: 3 clusters Score -9308604 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -9309162.000000 Penalty: 5386.873535
	Iteration 2Q: 3 clusters Score -9309162 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -9309626.000000 Penalty: 5386.873535
	Iteration 3Q: 3 clusters Score -9309626 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -9310106.000000 Penalty: 5386.873535
	Iteration 4Q: 3 clusters Score -9310106 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -9310670.000000 Penalty: 5386.873535
	Iteration 5Q: 3 clusters Score -9310670 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -9311275.000000 Penalty: 5386.873535
	Iteration 6Q: 3 clusters Score -9311275 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -9312013.000000 Penalty: 5386.873535
	Iteration 7Q: 3 clusters Score -9312013 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -9313170.000000 Penalty: 5386.873535
	Iteration 8Q: 3 clusters Score -9313170 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -9314745.000000 Penalty: 5386.873535
	Iteration 9F: 3 clusters Score -9314745 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -9316926.000000 Penalty: 5386.873535
	Iteration 10F: 3 clusters Score -9316926 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -9319177.000000 Penalty: 5386.873535
	Iteration 11F: 3 clusters Score -9319177 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -9320842.000000 Penalty: 5386.873535
	Iteration 12F: 3 clusters Score -9320842 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9322062.000000 Penalty: 5386.873535
	Iteration 13Q: 3 clusters Score -9322062 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -9322741.000000 Penalty: 5386.873535
	Iteration 14Q: 3 clusters Score -9322741 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9323066.000000 Penalty: 5386.873535
	Iteration 15Q: 3 clusters Score -9323066 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -9323362.000000 Penalty: 5386.873535
	Iteration 16Q: 3 clusters Score -9323362 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -9323579.000000 Penalty: 5386.873535
	Iteration 17Q: 3 clusters Score -9323579 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -9323672.000000 Penalty: 5386.873535
	Iteration 18Q: 3 clusters Score -9323672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -9323742.000000 Penalty: 5386.873535
	Iteration 19Q: 3 clusters Score -9323742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -9323782.000000 Penalty: 5386.873535
	Iteration 20F: 3 clusters Score -9323782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -9323811.000000 Penalty: 5386.873535
	Iteration 21Q: 3 clusters Score -9323811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -9323828.000000 Penalty: 5386.873535
	Iteration 22Q: 3 clusters Score -9323828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9323849.000000 Penalty: 5386.873535
	Iteration 23Q: 3 clusters Score -9323849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -9323872.000000 Penalty: 5386.873535
	Iteration 24Q: 3 clusters Score -9323872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -9323891.000000 Penalty: 5386.873535
	Iteration 25Q: 3 clusters Score -9323891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -9323892.000000 Penalty: 5386.873535
	Iteration 26Q: 3 clusters Score -9323892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -9323910.000000 Penalty: 5386.873535
	Iteration 27Q: 3 clusters Score -9323910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -9323906.000000 Penalty: 5386.873535
	Iteration 28Q: 3 clusters Score -9323906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -9323906.000000 Penalty: 5386.873535
	Iteration 29Q: 3 clusters Score -9323906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -9323919.000000 Penalty: 5386.873535
	Iteration 30Q: 3 clusters Score -9323919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -9323916.000000 Penalty: 5386.873535
	Iteration 31Q: 3 clusters Score -9323916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -9323922.000000 Penalty: 5386.873535
	Iteration 32Q: 3 clusters Score -9323922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -9323926.000000 Penalty: 5386.873535
	Iteration 33Q: 3 clusters Score -9323926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -9323937.000000 Penalty: 5386.873535
	Iteration 34Q: 3 clusters Score -9323937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -9323941.000000 Penalty: 5386.873535
	Iteration 35Q: 3 clusters Score -9323941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -9323939.000000 Penalty: 5386.873535
	Iteration 36Q: 3 clusters Score -9323939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -9323939.000000 Penalty: 5386.873535
	Iteration 37Q: 3 clusters Score -9323939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -9323943.000000 Penalty: 5386.873535
	Iteration 38Q: 3 clusters Score -9323943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -9323945.000000 Penalty: 5386.873535
	Iteration 39Q: 3 clusters Score -9323945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -9323945.000000 Penalty: 5386.873535
	Iteration 40F: 3 clusters Score -9323945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Entering Unmasked Estep 
Score: -9099720.000000 Penalty: 2687.685547
	Iteration 0F: 2 clusters Score -9099720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -9067428.000000 Penalty: 5375.371094
	Iteration 0F: 3 clusters Score -9067428 nChanged 23426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -9080315.000000 Penalty: 5375.371094
	Iteration 1F: 3 clusters Score -9080315 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -9080919.000000 Penalty: 5375.371094
	Iteration 2Q: 3 clusters Score -9080919 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -9081632.000000 Penalty: 5375.371094
	Iteration 3Q: 3 clusters Score -9081632 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -9082325.000000 Penalty: 5375.371094
	Iteration 4Q: 3 clusters Score -9082325 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -9083237.000000 Penalty: 5375.371094
	Iteration 5Q: 3 clusters Score -9083237 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -9084331.000000 Penalty: 5375.371094
	Iteration 6Q: 3 clusters Score -9084331 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -9085907.000000 Penalty: 5375.371094
	Iteration 7F: 3 clusters Score -9085907 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -9087903.000000 Penalty: 5375.371094
	Iteration 8F: 3 clusters Score -9087903 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -9090109.000000 Penalty: 5375.371094
	Iteration 9F: 3 clusters Score -9090109 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -9092093.000000 Penalty: 5375.371094
	Iteration 10F: 3 clusters Score -9092093 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -9093761.000000 Penalty: 5375.371094
	Iteration 11Q: 3 clusters Score -9093761 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -9094926.000000 Penalty: 5375.371094
	Iteration 12Q: 3 clusters Score -9094926 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -9095877.000000 Penalty: 5375.371094
	Iteration 13Q: 3 clusters Score -9095877 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9096520.000000 Penalty: 5375.371094
	Iteration 14Q: 3 clusters Score -9096520 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9096945.000000 Penalty: 5375.371094
	Iteration 15Q: 3 clusters Score -9096945 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9097308.000000 Penalty: 5375.371094
	Iteration 16Q: 3 clusters Score -9097308 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9097603.000000 Penalty: 5375.371094
	Iteration 17Q: 3 clusters Score -9097603 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9097860.000000 Penalty: 5375.371094
	Iteration 18Q: 3 clusters Score -9097860 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9098090.000000 Penalty: 5375.371094
	Iteration 19Q: 3 clusters Score -9098090 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9098217.000000 Penalty: 5375.371094
	Iteration 20F: 3 clusters Score -9098217 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9098270.000000 Penalty: 5375.371094
	Iteration 21Q: 3 clusters Score -9098270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9098306.000000 Penalty: 5375.371094
	Iteration 22Q: 3 clusters Score -9098306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9098306.000000 Penalty: 5375.371094
	Iteration 23Q: 3 clusters Score -9098306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9098323.000000 Penalty: 5375.371094
	Iteration 24Q: 3 clusters Score -9098323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9098338.000000 Penalty: 5375.371094
	Iteration 25Q: 3 clusters Score -9098338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9098337.000000 Penalty: 5375.371094
	Iteration 26Q: 3 clusters Score -9098337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9098355.000000 Penalty: 5375.371094
	Iteration 27Q: 3 clusters Score -9098355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9098355.000000 Penalty: 5375.371094
	Iteration 28Q: 3 clusters Score -9098355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9098357.000000 Penalty: 5375.371094
	Iteration 29Q: 3 clusters Score -9098357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9098361.000000 Penalty: 5375.371094
	Iteration 30Q: 3 clusters Score -9098361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9098370.000000 Penalty: 5375.371094
	Iteration 31Q: 3 clusters Score -9098370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9098362.000000 Penalty: 5375.371094
	Iteration 32Q: 3 clusters Score -9098362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9098363.000000 Penalty: 5375.371094
	Iteration 33Q: 3 clusters Score -9098363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9098363.000000 Penalty: 5375.371094
	Iteration 34F: 3 clusters Score -9098363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 247 members 
Entering Unmasked Estep 
Score: -41100.738281 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -41100.74 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41837.613281 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41837.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42188.218750 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -42188.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42336.253906 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -42336.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42398.769531 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -42398.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -42401.902344 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -42401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42406.816406 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42406.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42406.816406 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -42406.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 23940 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16990 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39226 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 35057 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43209 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 15970 members 
Mstep: Class 20 contains 42335 members 
Mstep: Class 21 contains 16104 members 
Mstep: Class 22 contains 52085 members 
Mstep: Class 23 contains 50891 members 
Mstep: Class 24 contains 372 members 
Mstep: Class 25 contains 45109 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40091 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 48856 members 
Mstep: Class 30 contains 50454 members 
Mstep: Class 31 contains 24171 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37676 members 
Mstep: Class 34 contains 69035 members 
Mstep: Class 35 contains 39394 members 
Mstep: Class 36 contains 40829 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43835 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57117 members 
Mstep: Class 41 contains 126 members 
Entering Unmasked Estep 
Score: -196422816.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196424032.000000 to -196422816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (45109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Entering Unmasked Estep 
Score: -8160234.000000 Penalty: 2657.775635
	Iteration 0F: 2 clusters Score -8160234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -8131165.000000 Penalty: 5315.551270
	Iteration 0F: 3 clusters Score -8131165 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8142485.000000 Penalty: 5315.551270
	Iteration 1F: 3 clusters Score -8142485 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -8142926.000000 Penalty: 5315.551270
	Iteration 2Q: 3 clusters Score -8142926 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -8143476.000000 Penalty: 5315.551270
	Iteration 3Q: 3 clusters Score -8143476 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -8143966.500000 Penalty: 5315.551270
	Iteration 4Q: 3 clusters Score -8143966 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -8144684.500000 Penalty: 5315.551270
	Iteration 5Q: 3 clusters Score -8144684 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -8145647.000000 Penalty: 5315.551270
	Iteration 6Q: 3 clusters Score -8145647 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -8147129.000000 Penalty: 5315.551270
	Iteration 7F: 3 clusters Score -8147129 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -8149473.500000 Penalty: 5315.551270
	Iteration 8F: 3 clusters Score -8149474 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -8152512.500000 Penalty: 5315.551270
	Iteration 9F: 3 clusters Score -8152512 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8155327.500000 Penalty: 5315.551270
	Iteration 10F: 3 clusters Score -8155328 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8156908.000000 Penalty: 5315.551270
	Iteration 11Q: 3 clusters Score -8156908 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8157513.000000 Penalty: 5315.551270
	Iteration 12Q: 3 clusters Score -8157513 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8157720.500000 Penalty: 5315.551270
	Iteration 13Q: 3 clusters Score -8157720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8157822.000000 Penalty: 5315.551270
	Iteration 14Q: 3 clusters Score -8157822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8157855.000000 Penalty: 5315.551270
	Iteration 15Q: 3 clusters Score -8157855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8157877.000000 Penalty: 5315.551270
	Iteration 16Q: 3 clusters Score -8157877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8157886.000000 Penalty: 5315.551270
	Iteration 17Q: 3 clusters Score -8157886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8157909.500000 Penalty: 5315.551270
	Iteration 18Q: 3 clusters Score -8157910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8157924.500000 Penalty: 5315.551270
	Iteration 19Q: 3 clusters Score -8157924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8157939.000000 Penalty: 5315.551270
	Iteration 20F: 3 clusters Score -8157939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8157946.000000 Penalty: 5315.551270
	Iteration 21Q: 3 clusters Score -8157946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8157950.500000 Penalty: 5315.551270
	Iteration 22Q: 3 clusters Score -8157950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8157956.500000 Penalty: 5315.551270
	Iteration 23Q: 3 clusters Score -8157956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8157954.000000 Penalty: 5315.551270
	Iteration 24Q: 3 clusters Score -8157954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8157956.500000 Penalty: 5315.551270
	Iteration 25Q: 3 clusters Score -8157956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8157961.000000 Penalty: 5315.551270
	Iteration 26Q: 3 clusters Score -8157961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8157962.000000 Penalty: 5315.551270
	Iteration 27Q: 3 clusters Score -8157962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8157962.000000 Penalty: 5315.551270
	Iteration 28F: 3 clusters Score -8157962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -3506736.000000 Penalty: 2455.095947
	Iteration 0F: 2 clusters Score -3506736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3492731.000000 Penalty: 4910.191895
	Iteration 0F: 3 clusters Score -3492731 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3497544.500000 Penalty: 4910.191895
	Iteration 1F: 3 clusters Score -3497544 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3498058.250000 Penalty: 4910.191895
	Iteration 2F: 3 clusters Score -3498058 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3498682.250000 Penalty: 4910.191895
	Iteration 3F: 3 clusters Score -3498682 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3499526.750000 Penalty: 4910.191895
	Iteration 4F: 3 clusters Score -3499527 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3500572.000000 Penalty: 4910.191895
	Iteration 5F: 3 clusters Score -3500572 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3501553.750000 Penalty: 4910.191895
	Iteration 6F: 3 clusters Score -3501554 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3502266.000000 Penalty: 4910.191895
	Iteration 7F: 3 clusters Score -3502266 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3502807.500000 Penalty: 4910.191895
	Iteration 8Q: 3 clusters Score -3502808 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3503193.500000 Penalty: 4910.191895
	Iteration 9Q: 3 clusters Score -3503194 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3503477.750000 Penalty: 4910.191895
	Iteration 10Q: 3 clusters Score -3503478 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3503704.250000 Penalty: 4910.191895
	Iteration 11Q: 3 clusters Score -3503704 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3503892.250000 Penalty: 4910.191895
	Iteration 12Q: 3 clusters Score -3503892 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3504053.500000 Penalty: 4910.191895
	Iteration 13Q: 3 clusters Score -3504054 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3504235.750000 Penalty: 4910.191895
	Iteration 14Q: 3 clusters Score -3504236 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3504412.000000 Penalty: 4910.191895
	Iteration 15Q: 3 clusters Score -3504412 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3504541.250000 Penalty: 4910.191895
	Iteration 16Q: 3 clusters Score -3504541 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3504654.000000 Penalty: 4910.191895
	Iteration 17Q: 3 clusters Score -3504654 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3504726.750000 Penalty: 4910.191895
	Iteration 18Q: 3 clusters Score -3504727 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3504828.750000 Penalty: 4910.191895
	Iteration 19Q: 3 clusters Score -3504829 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3504900.000000 Penalty: 4910.191895
	Iteration 20F: 3 clusters Score -3504900 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3504983.250000 Penalty: 4910.191895
	Iteration 21Q: 3 clusters Score -3504983 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3505058.500000 Penalty: 4910.191895
	Iteration 22Q: 3 clusters Score -3505058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3505124.500000 Penalty: 4910.191895
	Iteration 23Q: 3 clusters Score -3505124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3505179.500000 Penalty: 4910.191895
	Iteration 24Q: 3 clusters Score -3505180 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3505223.000000 Penalty: 4910.191895
	Iteration 25Q: 3 clusters Score -3505223 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3505242.250000 Penalty: 4910.191895
	Iteration 26Q: 3 clusters Score -3505242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3505274.250000 Penalty: 4910.191895
	Iteration 27Q: 3 clusters Score -3505274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3505293.500000 Penalty: 4910.191895
	Iteration 28Q: 3 clusters Score -3505294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3505306.750000 Penalty: 4910.191895
	Iteration 29Q: 3 clusters Score -3505307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3505334.000000 Penalty: 4910.191895
	Iteration 30Q: 3 clusters Score -3505334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3505345.500000 Penalty: 4910.191895
	Iteration 31Q: 3 clusters Score -3505346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3505342.750000 Penalty: 4910.191895
	Iteration 32Q: 3 clusters Score -3505343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3505348.000000 Penalty: 4910.191895
	Iteration 33Q: 3 clusters Score -3505348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3505357.250000 Penalty: 4910.191895
	Iteration 34Q: 3 clusters Score -3505357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3505362.250000 Penalty: 4910.191895
	Iteration 35Q: 3 clusters Score -3505362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3505383.250000 Penalty: 4910.191895
	Iteration 36Q: 3 clusters Score -3505383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3505389.750000 Penalty: 4910.191895
	Iteration 37Q: 3 clusters Score -3505390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3505392.250000 Penalty: 4910.191895
	Iteration 38Q: 3 clusters Score -3505392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3505399.000000 Penalty: 4910.191895
	Iteration 39Q: 3 clusters Score -3505399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3505408.750000 Penalty: 4910.191895
	Iteration 40F: 3 clusters Score -3505409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3505416.250000 Penalty: 4910.191895
	Iteration 41Q: 3 clusters Score -3505416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3505412.000000 Penalty: 4910.191895
	Iteration 42Q: 3 clusters Score -3505412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3505413.250000 Penalty: 4910.191895
	Iteration 43Q: 3 clusters Score -3505413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3505425.250000 Penalty: 4910.191895
	Iteration 44Q: 3 clusters Score -3505425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3505426.500000 Penalty: 4910.191895
	Iteration 45Q: 3 clusters Score -3505426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3505430.000000 Penalty: 4910.191895
	Iteration 46Q: 3 clusters Score -3505430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3505443.750000 Penalty: 4910.191895
	Iteration 47Q: 3 clusters Score -3505444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3505452.750000 Penalty: 4910.191895
	Iteration 48Q: 3 clusters Score -3505453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3505455.500000 Penalty: 4910.191895
	Iteration 49Q: 3 clusters Score -3505456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3505451.750000 Penalty: 4910.191895
	Iteration 50Q: 3 clusters Score -3505452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3505455.250000 Penalty: 4910.191895
	Iteration 51Q: 3 clusters Score -3505455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3505464.500000 Penalty: 4910.191895
	Iteration 52Q: 3 clusters Score -3505464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3505461.000000 Penalty: 4910.191895
	Iteration 53Q: 3 clusters Score -3505461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3505469.500000 Penalty: 4910.191895
	Iteration 54Q: 3 clusters Score -3505470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3505486.500000 Penalty: 4910.191895
	Iteration 55Q: 3 clusters Score -3505486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3505494.000000 Penalty: 4910.191895
	Iteration 56Q: 3 clusters Score -3505494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3505502.000000 Penalty: 4910.191895
	Iteration 57Q: 3 clusters Score -3505502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3505515.000000 Penalty: 4910.191895
	Iteration 58Q: 3 clusters Score -3505515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3505524.000000 Penalty: 4910.191895
	Iteration 59Q: 3 clusters Score -3505524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3505535.250000 Penalty: 4910.191895
	Iteration 60F: 3 clusters Score -3505535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3505545.750000 Penalty: 4910.191895
	Iteration 61Q: 3 clusters Score -3505546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3505569.500000 Penalty: 4910.191895
	Iteration 62Q: 3 clusters Score -3505570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3505587.000000 Penalty: 4910.191895
	Iteration 63Q: 3 clusters Score -3505587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3505608.750000 Penalty: 4910.191895
	Iteration 64Q: 3 clusters Score -3505609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3505623.500000 Penalty: 4910.191895
	Iteration 65Q: 3 clusters Score -3505624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3505640.250000 Penalty: 4910.191895
	Iteration 66Q: 3 clusters Score -3505640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3505658.750000 Penalty: 4910.191895
	Iteration 67Q: 3 clusters Score -3505659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3505684.000000 Penalty: 4910.191895
	Iteration 68Q: 3 clusters Score -3505684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3505715.250000 Penalty: 4910.191895
	Iteration 69Q: 3 clusters Score -3505715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3505745.750000 Penalty: 4910.191895
	Iteration 70Q: 3 clusters Score -3505746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3505770.250000 Penalty: 4910.191895
	Iteration 71Q: 3 clusters Score -3505770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3505786.750000 Penalty: 4910.191895
	Iteration 72Q: 3 clusters Score -3505787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3505828.000000 Penalty: 4910.191895
	Iteration 73Q: 3 clusters Score -3505828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3505846.500000 Penalty: 4910.191895
	Iteration 74Q: 3 clusters Score -3505846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3505847.750000 Penalty: 4910.191895
	Iteration 75Q: 3 clusters Score -3505848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3505867.500000 Penalty: 4910.191895
	Iteration 76Q: 3 clusters Score -3505868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3505875.250000 Penalty: 4910.191895
	Iteration 77Q: 3 clusters Score -3505875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3505886.750000 Penalty: 4910.191895
	Iteration 78Q: 3 clusters Score -3505887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3505890.000000 Penalty: 4910.191895
	Iteration 79Q: 3 clusters Score -3505890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3505884.750000 Penalty: 4910.191895
	Iteration 80F: 3 clusters Score -3505885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3505892.250000 Penalty: 4910.191895
	Iteration 81Q: 3 clusters Score -3505892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3505892.750000 Penalty: 4910.191895
	Iteration 82Q: 3 clusters Score -3505893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3505896.750000 Penalty: 4910.191895
	Iteration 83Q: 3 clusters Score -3505897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3505898.250000 Penalty: 4910.191895
	Iteration 84Q: 3 clusters Score -3505898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3505900.500000 Penalty: 4910.191895
	Iteration 85Q: 3 clusters Score -3505900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3505896.250000 Penalty: 4910.191895
	Iteration 86Q: 3 clusters Score -3505896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3505896.000000 Penalty: 4910.191895
	Iteration 87Q: 3 clusters Score -3505896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3505897.750000 Penalty: 4910.191895
	Iteration 88Q: 3 clusters Score -3505898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3505897.750000 Penalty: 4910.191895
	Iteration 89F: 3 clusters Score -3505898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Entering Unmasked Estep 
Score: -7189105.000000 Penalty: 2628.529053
	Iteration 0F: 2 clusters Score -7189105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -7162025.000000 Penalty: 5257.058105
	Iteration 0F: 3 clusters Score -7162025 nChanged 18372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -7172104.000000 Penalty: 5257.058105
	Iteration 1F: 3 clusters Score -7172104 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -7172614.500000 Penalty: 5257.058105
	Iteration 2Q: 3 clusters Score -7172614 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7173213.500000 Penalty: 5257.058105
	Iteration 3Q: 3 clusters Score -7173214 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -7173796.000000 Penalty: 5257.058105
	Iteration 4Q: 3 clusters Score -7173796 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -7174465.000000 Penalty: 5257.058105
	Iteration 5Q: 3 clusters Score -7174465 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -7175209.500000 Penalty: 5257.058105
	Iteration 6Q: 3 clusters Score -7175210 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -7176177.000000 Penalty: 5257.058105
	Iteration 7Q: 3 clusters Score -7176177 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -7177343.000000 Penalty: 5257.058105
	Iteration 8Q: 3 clusters Score -7177343 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7178571.500000 Penalty: 5257.058105
	Iteration 9F: 3 clusters Score -7178572 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -7179769.500000 Penalty: 5257.058105
	Iteration 10Q: 3 clusters Score -7179770 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -7180719.000000 Penalty: 5257.058105
	Iteration 11Q: 3 clusters Score -7180719 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -7181371.500000 Penalty: 5257.058105
	Iteration 12Q: 3 clusters Score -7181372 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -7181859.500000 Penalty: 5257.058105
	Iteration 13Q: 3 clusters Score -7181860 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -7182169.000000 Penalty: 5257.058105
	Iteration 14Q: 3 clusters Score -7182169 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -7182425.000000 Penalty: 5257.058105
	Iteration 15Q: 3 clusters Score -7182425 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -7182611.000000 Penalty: 5257.058105
	Iteration 16Q: 3 clusters Score -7182611 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -7182812.500000 Penalty: 5257.058105
	Iteration 17Q: 3 clusters Score -7182812 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -7183016.000000 Penalty: 5257.058105
	Iteration 18Q: 3 clusters Score -7183016 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -7183251.000000 Penalty: 5257.058105
	Iteration 19Q: 3 clusters Score -7183251 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -7183474.000000 Penalty: 5257.058105
	Iteration 20F: 3 clusters Score -7183474 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -7183752.000000 Penalty: 5257.058105
	Iteration 21Q: 3 clusters Score -7183752 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -7184058.000000 Penalty: 5257.058105
	Iteration 22Q: 3 clusters Score -7184058 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -7184359.000000 Penalty: 5257.058105
	Iteration 23Q: 3 clusters Score -7184359 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -7184650.500000 Penalty: 5257.058105
	Iteration 24Q: 3 clusters Score -7184650 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7184931.000000 Penalty: 5257.058105
	Iteration 25Q: 3 clusters Score -7184931 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7185183.000000 Penalty: 5257.058105
	Iteration 26Q: 3 clusters Score -7185183 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7185424.000000 Penalty: 5257.058105
	Iteration 27Q: 3 clusters Score -7185424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7185679.000000 Penalty: 5257.058105
	Iteration 28Q: 3 clusters Score -7185679 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7185897.500000 Penalty: 5257.058105
	Iteration 29Q: 3 clusters Score -7185898 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7186101.500000 Penalty: 5257.058105
	Iteration 30Q: 3 clusters Score -7186102 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7186254.500000 Penalty: 5257.058105
	Iteration 31Q: 3 clusters Score -7186254 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7186369.000000 Penalty: 5257.058105
	Iteration 32Q: 3 clusters Score -7186369 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7186487.500000 Penalty: 5257.058105
	Iteration 33Q: 3 clusters Score -7186488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7186549.500000 Penalty: 5257.058105
	Iteration 34Q: 3 clusters Score -7186550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7186609.500000 Penalty: 5257.058105
	Iteration 35Q: 3 clusters Score -7186610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7186640.000000 Penalty: 5257.058105
	Iteration 36Q: 3 clusters Score -7186640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7186659.000000 Penalty: 5257.058105
	Iteration 37Q: 3 clusters Score -7186659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7186684.500000 Penalty: 5257.058105
	Iteration 38Q: 3 clusters Score -7186684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7186697.500000 Penalty: 5257.058105
	Iteration 39Q: 3 clusters Score -7186698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7186716.500000 Penalty: 5257.058105
	Iteration 40F: 3 clusters Score -7186716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7186733.500000 Penalty: 5257.058105
	Iteration 41Q: 3 clusters Score -7186734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7186745.500000 Penalty: 5257.058105
	Iteration 42Q: 3 clusters Score -7186746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7186758.000000 Penalty: 5257.058105
	Iteration 43Q: 3 clusters Score -7186758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7186755.500000 Penalty: 5257.058105
	Iteration 44Q: 3 clusters Score -7186756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7186757.000000 Penalty: 5257.058105
	Iteration 45Q: 3 clusters Score -7186757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7186762.500000 Penalty: 5257.058105
	Iteration 46Q: 3 clusters Score -7186762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7186768.000000 Penalty: 5257.058105
	Iteration 47Q: 3 clusters Score -7186768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7186769.000000 Penalty: 5257.058105
	Iteration 48Q: 3 clusters Score -7186769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7186769.500000 Penalty: 5257.058105
	Iteration 49Q: 3 clusters Score -7186770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7186768.000000 Penalty: 5257.058105
	Iteration 50Q: 3 clusters Score -7186768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7186771.500000 Penalty: 5257.058105
	Iteration 51Q: 3 clusters Score -7186772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7186773.500000 Penalty: 5257.058105
	Iteration 52Q: 3 clusters Score -7186774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7186774.000000 Penalty: 5257.058105
	Iteration 53Q: 3 clusters Score -7186774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7186786.500000 Penalty: 5257.058105
	Iteration 54Q: 3 clusters Score -7186786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7186801.500000 Penalty: 5257.058105
	Iteration 55Q: 3 clusters Score -7186802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7186801.000000 Penalty: 5257.058105
	Iteration 56Q: 3 clusters Score -7186801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7186806.500000 Penalty: 5257.058105
	Iteration 57Q: 3 clusters Score -7186806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7186809.500000 Penalty: 5257.058105
	Iteration 58Q: 3 clusters Score -7186810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7186821.500000 Penalty: 5257.058105
	Iteration 59Q: 3 clusters Score -7186822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7186816.000000 Penalty: 5257.058105
	Iteration 60F: 3 clusters Score -7186816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Entering Unmasked Estep 
Score: -7436524.500000 Penalty: 2638.525391
	Iteration 0F: 2 clusters Score -7436524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -7408507.500000 Penalty: 5277.050781
	Iteration 0F: 3 clusters Score -7408508 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -7418671.000000 Penalty: 5277.050781
	Iteration 1F: 3 clusters Score -7418671 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -7419193.000000 Penalty: 5277.050781
	Iteration 2Q: 3 clusters Score -7419193 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -7419649.000000 Penalty: 5277.050781
	Iteration 3Q: 3 clusters Score -7419649 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -7420205.000000 Penalty: 5277.050781
	Iteration 4Q: 3 clusters Score -7420205 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -7420798.000000 Penalty: 5277.050781
	Iteration 5Q: 3 clusters Score -7420798 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -7421541.000000 Penalty: 5277.050781
	Iteration 6Q: 3 clusters Score -7421541 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -7422411.500000 Penalty: 5277.050781
	Iteration 7Q: 3 clusters Score -7422412 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -7423389.000000 Penalty: 5277.050781
	Iteration 8F: 3 clusters Score -7423389 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -7424439.000000 Penalty: 5277.050781
	Iteration 9F: 3 clusters Score -7424439 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -7425419.000000 Penalty: 5277.050781
	Iteration 10F: 3 clusters Score -7425419 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -7426307.000000 Penalty: 5277.050781
	Iteration 11Q: 3 clusters Score -7426307 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -7426908.500000 Penalty: 5277.050781
	Iteration 12Q: 3 clusters Score -7426908 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -7427431.000000 Penalty: 5277.050781
	Iteration 13Q: 3 clusters Score -7427431 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -7427789.500000 Penalty: 5277.050781
	Iteration 14Q: 3 clusters Score -7427790 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -7428061.500000 Penalty: 5277.050781
	Iteration 15Q: 3 clusters Score -7428062 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -7428264.000000 Penalty: 5277.050781
	Iteration 16Q: 3 clusters Score -7428264 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -7428476.500000 Penalty: 5277.050781
	Iteration 17Q: 3 clusters Score -7428476 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -7428664.500000 Penalty: 5277.050781
	Iteration 18Q: 3 clusters Score -7428664 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -7428810.500000 Penalty: 5277.050781
	Iteration 19Q: 3 clusters Score -7428810 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -7429011.500000 Penalty: 5277.050781
	Iteration 20F: 3 clusters Score -7429012 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -7429207.000000 Penalty: 5277.050781
	Iteration 21Q: 3 clusters Score -7429207 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -7429402.500000 Penalty: 5277.050781
	Iteration 22Q: 3 clusters Score -7429402 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7429644.000000 Penalty: 5277.050781
	Iteration 23Q: 3 clusters Score -7429644 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -7429918.500000 Penalty: 5277.050781
	Iteration 24Q: 3 clusters Score -7429918 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -7430167.500000 Penalty: 5277.050781
	Iteration 25Q: 3 clusters Score -7430168 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -7430486.500000 Penalty: 5277.050781
	Iteration 26Q: 3 clusters Score -7430486 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -7430873.500000 Penalty: 5277.050781
	Iteration 27Q: 3 clusters Score -7430874 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -7431229.000000 Penalty: 5277.050781
	Iteration 28Q: 3 clusters Score -7431229 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -7431602.000000 Penalty: 5277.050781
	Iteration 29Q: 3 clusters Score -7431602 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -7432018.500000 Penalty: 5277.050781
	Iteration 30Q: 3 clusters Score -7432018 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -7432411.000000 Penalty: 5277.050781
	Iteration 31Q: 3 clusters Score -7432411 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -7432768.500000 Penalty: 5277.050781
	Iteration 32Q: 3 clusters Score -7432768 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7433031.500000 Penalty: 5277.050781
	Iteration 33Q: 3 clusters Score -7433032 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7433301.500000 Penalty: 5277.050781
	Iteration 34Q: 3 clusters Score -7433302 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7433515.000000 Penalty: 5277.050781
	Iteration 35Q: 3 clusters Score -7433515 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7433690.000000 Penalty: 5277.050781
	Iteration 36Q: 3 clusters Score -7433690 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7433847.500000 Penalty: 5277.050781
	Iteration 37Q: 3 clusters Score -7433848 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7433979.000000 Penalty: 5277.050781
	Iteration 38Q: 3 clusters Score -7433979 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -7434048.500000 Penalty: 5277.050781
	Iteration 39Q: 3 clusters Score -7434048 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7434122.500000 Penalty: 5277.050781
	Iteration 40F: 3 clusters Score -7434122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7434158.000000 Penalty: 5277.050781
	Iteration 41Q: 3 clusters Score -7434158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -7434195.500000 Penalty: 5277.050781
	Iteration 42Q: 3 clusters Score -7434196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7434221.000000 Penalty: 5277.050781
	Iteration 43Q: 3 clusters Score -7434221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7434248.500000 Penalty: 5277.050781
	Iteration 44Q: 3 clusters Score -7434248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -7434279.500000 Penalty: 5277.050781
	Iteration 45Q: 3 clusters Score -7434280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7434303.500000 Penalty: 5277.050781
	Iteration 46Q: 3 clusters Score -7434304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7434317.000000 Penalty: 5277.050781
	Iteration 47Q: 3 clusters Score -7434317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -7434337.000000 Penalty: 5277.050781
	Iteration 48Q: 3 clusters Score -7434337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -7434353.500000 Penalty: 5277.050781
	Iteration 49Q: 3 clusters Score -7434354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -7434359.500000 Penalty: 5277.050781
	Iteration 50Q: 3 clusters Score -7434360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -7434376.000000 Penalty: 5277.050781
	Iteration 51Q: 3 clusters Score -7434376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -7434391.500000 Penalty: 5277.050781
	Iteration 52Q: 3 clusters Score -7434392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -7434388.500000 Penalty: 5277.050781
	Iteration 53Q: 3 clusters Score -7434388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -7434415.500000 Penalty: 5277.050781
	Iteration 54Q: 3 clusters Score -7434416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -7434422.000000 Penalty: 5277.050781
	Iteration 55Q: 3 clusters Score -7434422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -7434431.500000 Penalty: 5277.050781
	Iteration 56Q: 3 clusters Score -7434432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -7434435.000000 Penalty: 5277.050781
	Iteration 57Q: 3 clusters Score -7434435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -7434435.000000 Penalty: 5277.050781
	Iteration 58Q: 3 clusters Score -7434435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -7434436.500000 Penalty: 5277.050781
	Iteration 59Q: 3 clusters Score -7434436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -7434443.500000 Penalty: 5277.050781
	Iteration 60F: 3 clusters Score -7434444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -7434443.500000 Penalty: 5277.050781
	Iteration 61Q: 3 clusters Score -7434444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -7434449.000000 Penalty: 5277.050781
	Iteration 62Q: 3 clusters Score -7434449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -7434452.000000 Penalty: 5277.050781
	Iteration 63Q: 3 clusters Score -7434452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7434459.500000 Penalty: 5277.050781
	Iteration 64Q: 3 clusters Score -7434460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7434449.000000 Penalty: 5277.050781
	Iteration 65Q: 3 clusters Score -7434449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7434456.000000 Penalty: 5277.050781
	Iteration 66Q: 3 clusters Score -7434456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -7434458.000000 Penalty: 5277.050781
	Iteration 67Q: 3 clusters Score -7434458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -7434455.500000 Penalty: 5277.050781
	Iteration 68Q: 3 clusters Score -7434456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7434455.500000 Penalty: 5277.050781
	Iteration 69Q: 3 clusters Score -7434456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7434459.500000 Penalty: 5277.050781
	Iteration 70Q: 3 clusters Score -7434460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -7434455.000000 Penalty: 5277.050781
	Iteration 71Q: 3 clusters Score -7434455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -7434462.500000 Penalty: 5277.050781
	Iteration 72Q: 3 clusters Score -7434462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -7434458.000000 Penalty: 5277.050781
	Iteration 73Q: 3 clusters Score -7434458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -7434464.000000 Penalty: 5277.050781
	Iteration 74Q: 3 clusters Score -7434464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -7434465.000000 Penalty: 5277.050781
	Iteration 75Q: 3 clusters Score -7434465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -7434465.000000 Penalty: 5277.050781
	Iteration 76F: 3 clusters Score -7434465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Entering Unmasked Estep 
Score: -8798252.000000 Penalty: 2677.564941
	Iteration 0F: 2 clusters Score -8798252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -8768099.000000 Penalty: 5355.129883
	Iteration 0F: 3 clusters Score -8768099 nChanged 22397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8780217.000000 Penalty: 5355.129883
	Iteration 1F: 3 clusters Score -8780217 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -8780711.000000 Penalty: 5355.129883
	Iteration 2Q: 3 clusters Score -8780711 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8781176.000000 Penalty: 5355.129883
	Iteration 3Q: 3 clusters Score -8781176 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -8781677.000000 Penalty: 5355.129883
	Iteration 4Q: 3 clusters Score -8781677 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -8782322.000000 Penalty: 5355.129883
	Iteration 5Q: 3 clusters Score -8782322 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -8783301.000000 Penalty: 5355.129883
	Iteration 6Q: 3 clusters Score -8783301 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -8784824.000000 Penalty: 5355.129883
	Iteration 7F: 3 clusters Score -8784824 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -8786930.000000 Penalty: 5355.129883
	Iteration 8F: 3 clusters Score -8786930 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -8789712.000000 Penalty: 5355.129883
	Iteration 9F: 3 clusters Score -8789712 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -8792383.000000 Penalty: 5355.129883
	Iteration 10F: 3 clusters Score -8792383 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8794078.000000 Penalty: 5355.129883
	Iteration 11F: 3 clusters Score -8794078 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -8794989.000000 Penalty: 5355.129883
	Iteration 12Q: 3 clusters Score -8794989 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -8795456.000000 Penalty: 5355.129883
	Iteration 13Q: 3 clusters Score -8795456 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -8795673.000000 Penalty: 5355.129883
	Iteration 14Q: 3 clusters Score -8795673 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -8795833.000000 Penalty: 5355.129883
	Iteration 15Q: 3 clusters Score -8795833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -8795913.000000 Penalty: 5355.129883
	Iteration 16Q: 3 clusters Score -8795913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -8795957.000000 Penalty: 5355.129883
	Iteration 17Q: 3 clusters Score -8795957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -8795964.000000 Penalty: 5355.129883
	Iteration 18Q: 3 clusters Score -8795964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -8795963.000000 Penalty: 5355.129883
	Iteration 19Q: 3 clusters Score -8795963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -8795989.000000 Penalty: 5355.129883
	Iteration 20F: 3 clusters Score -8795989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -8795984.000000 Penalty: 5355.129883
	Iteration 21Q: 3 clusters Score -8795984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -8795984.000000 Penalty: 5355.129883
	Iteration 22Q: 3 clusters Score -8795984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -8795980.000000 Penalty: 5355.129883
	Iteration 23Q: 3 clusters Score -8795980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -8795992.000000 Penalty: 5355.129883
	Iteration 24Q: 3 clusters Score -8795992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -8795992.000000 Penalty: 5355.129883
	Iteration 25F: 3 clusters Score -8795992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (50454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Entering Unmasked Estep 
Score: -9070041.000000 Penalty: 2685.546631
	Iteration 0F: 2 clusters Score -9070041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -9039256.000000 Penalty: 5371.093262
	Iteration 0F: 3 clusters Score -9039256 nChanged 23349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -9051928.000000 Penalty: 5371.093262
	Iteration 1F: 3 clusters Score -9051928 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -9052470.000000 Penalty: 5371.093262
	Iteration 2Q: 3 clusters Score -9052470 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -9052912.000000 Penalty: 5371.093262
	Iteration 3Q: 3 clusters Score -9052912 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -9053368.000000 Penalty: 5371.093262
	Iteration 4Q: 3 clusters Score -9053368 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -9053847.000000 Penalty: 5371.093262
	Iteration 5Q: 3 clusters Score -9053847 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -9054442.000000 Penalty: 5371.093262
	Iteration 6Q: 3 clusters Score -9054442 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -9055222.000000 Penalty: 5371.093262
	Iteration 7Q: 3 clusters Score -9055222 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -9056307.000000 Penalty: 5371.093262
	Iteration 8Q: 3 clusters Score -9056307 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -9057847.000000 Penalty: 5371.093262
	Iteration 9F: 3 clusters Score -9057847 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -9059905.000000 Penalty: 5371.093262
	Iteration 10F: 3 clusters Score -9059905 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -9062117.000000 Penalty: 5371.093262
	Iteration 11F: 3 clusters Score -9062117 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -9063795.000000 Penalty: 5371.093262
	Iteration 12Q: 3 clusters Score -9063795 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -9064860.000000 Penalty: 5371.093262
	Iteration 13Q: 3 clusters Score -9064860 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -9065587.000000 Penalty: 5371.093262
	Iteration 14Q: 3 clusters Score -9065587 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -9066151.000000 Penalty: 5371.093262
	Iteration 15Q: 3 clusters Score -9066151 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -9066586.000000 Penalty: 5371.093262
	Iteration 16Q: 3 clusters Score -9066586 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -9066933.000000 Penalty: 5371.093262
	Iteration 17Q: 3 clusters Score -9066933 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -9067180.000000 Penalty: 5371.093262
	Iteration 18Q: 3 clusters Score -9067180 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -9067416.000000 Penalty: 5371.093262
	Iteration 19Q: 3 clusters Score -9067416 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -9067532.000000 Penalty: 5371.093262
	Iteration 20F: 3 clusters Score -9067532 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -9067705.000000 Penalty: 5371.093262
	Iteration 21Q: 3 clusters Score -9067705 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -9067802.000000 Penalty: 5371.093262
	Iteration 22Q: 3 clusters Score -9067802 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -9067871.000000 Penalty: 5371.093262
	Iteration 23Q: 3 clusters Score -9067871 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -9067921.000000 Penalty: 5371.093262
	Iteration 24Q: 3 clusters Score -9067921 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -9067927.000000 Penalty: 5371.093262
	Iteration 25Q: 3 clusters Score -9067927 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -9067936.000000 Penalty: 5371.093262
	Iteration 26Q: 3 clusters Score -9067936 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9067936.000000 Penalty: 5371.093262
	Iteration 27Q: 3 clusters Score -9067936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -9067962.000000 Penalty: 5371.093262
	Iteration 28Q: 3 clusters Score -9067962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -9067966.000000 Penalty: 5371.093262
	Iteration 29Q: 3 clusters Score -9067966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -9067979.000000 Penalty: 5371.093262
	Iteration 30Q: 3 clusters Score -9067979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -9068012.000000 Penalty: 5371.093262
	Iteration 31Q: 3 clusters Score -9068012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -9068019.000000 Penalty: 5371.093262
	Iteration 32Q: 3 clusters Score -9068019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -9068056.000000 Penalty: 5371.093262
	Iteration 33Q: 3 clusters Score -9068056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -9068074.000000 Penalty: 5371.093262
	Iteration 34Q: 3 clusters Score -9068074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -9068072.000000 Penalty: 5371.093262
	Iteration 35Q: 3 clusters Score -9068072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9068056.000000 Penalty: 5371.093262
	Iteration 36Q: 3 clusters Score -9068056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -9068078.000000 Penalty: 5371.093262
	Iteration 37Q: 3 clusters Score -9068078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -9068068.000000 Penalty: 5371.093262
	Iteration 38Q: 3 clusters Score -9068068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -9068073.000000 Penalty: 5371.093262
	Iteration 39Q: 3 clusters Score -9068073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -9068078.000000 Penalty: 5371.093262
	Iteration 40F: 3 clusters Score -9068078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -9068085.000000 Penalty: 5371.093262
	Iteration 41Q: 3 clusters Score -9068085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -9068094.000000 Penalty: 5371.093262
	Iteration 42Q: 3 clusters Score -9068094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -9068093.000000 Penalty: 5371.093262
	Iteration 43Q: 3 clusters Score -9068093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -9068104.000000 Penalty: 5371.093262
	Iteration 44Q: 3 clusters Score -9068104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -9068100.000000 Penalty: 5371.093262
	Iteration 45Q: 3 clusters Score -9068100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9068110.000000 Penalty: 5371.093262
	Iteration 46Q: 3 clusters Score -9068110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9068111.000000 Penalty: 5371.093262
	Iteration 47Q: 3 clusters Score -9068111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -9068121.000000 Penalty: 5371.093262
	Iteration 48Q: 3 clusters Score -9068121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -9068128.000000 Penalty: 5371.093262
	Iteration 49Q: 3 clusters Score -9068128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -9068130.000000 Penalty: 5371.093262
	Iteration 50Q: 3 clusters Score -9068130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -9068131.000000 Penalty: 5371.093262
	Iteration 51Q: 3 clusters Score -9068131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -9068126.000000 Penalty: 5371.093262
	Iteration 52Q: 3 clusters Score -9068126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -9068122.000000 Penalty: 5371.093262
	Iteration 53Q: 3 clusters Score -9068122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -9068132.000000 Penalty: 5371.093262
	Iteration 54Q: 3 clusters Score -9068132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -9068135.000000 Penalty: 5371.093262
	Iteration 55Q: 3 clusters Score -9068135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9068135.000000 Penalty: 5371.093262
	Iteration 56Q: 3 clusters Score -9068135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -9068131.000000 Penalty: 5371.093262
	Iteration 57Q: 3 clusters Score -9068131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -9068124.000000 Penalty: 5371.093262
	Iteration 58Q: 3 clusters Score -9068124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -9068131.000000 Penalty: 5371.093262
	Iteration 59Q: 3 clusters Score -9068131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -9068128.000000 Penalty: 5371.093262
	Iteration 60F: 3 clusters Score -9068128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -9068127.000000 Penalty: 5371.093262
	Iteration 61Q: 3 clusters Score -9068127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -9068120.000000 Penalty: 5371.093262
	Iteration 62Q: 3 clusters Score -9068120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -9068123.000000 Penalty: 5371.093262
	Iteration 63Q: 3 clusters Score -9068123 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -9068123.000000 Penalty: 5371.093262
	Iteration 64F: 3 clusters Score -9068123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Entering Unmasked Estep 
Score: -4286462.000000 Penalty: 2503.041504
	Iteration 0F: 2 clusters Score -4286462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4269651.000000 Penalty: 5006.083008
	Iteration 0F: 3 clusters Score -4269651 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4275385.500000 Penalty: 5006.083008
	Iteration 1F: 3 clusters Score -4275386 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4275823.500000 Penalty: 5006.083008
	Iteration 2F: 3 clusters Score -4275824 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4276141.000000 Penalty: 5006.083008
	Iteration 3Q: 3 clusters Score -4276141 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4276401.000000 Penalty: 5006.083008
	Iteration 4Q: 3 clusters Score -4276401 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -4276648.000000 Penalty: 5006.083008
	Iteration 5Q: 3 clusters Score -4276648 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -4276909.000000 Penalty: 5006.083008
	Iteration 6Q: 3 clusters Score -4276909 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4277228.000000 Penalty: 5006.083008
	Iteration 7Q: 3 clusters Score -4277228 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -4277588.000000 Penalty: 5006.083008
	Iteration 8Q: 3 clusters Score -4277588 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4278036.500000 Penalty: 5006.083008
	Iteration 9Q: 3 clusters Score -4278036 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4278680.500000 Penalty: 5006.083008
	Iteration 10Q: 3 clusters Score -4278680 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4279579.500000 Penalty: 5006.083008
	Iteration 11F: 3 clusters Score -4279580 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4280621.000000 Penalty: 5006.083008
	Iteration 12F: 3 clusters Score -4280621 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4281629.500000 Penalty: 5006.083008
	Iteration 13F: 3 clusters Score -4281630 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4282624.000000 Penalty: 5006.083008
	Iteration 14F: 3 clusters Score -4282624 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4283394.500000 Penalty: 5006.083008
	Iteration 15Q: 3 clusters Score -4283394 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -4283941.500000 Penalty: 5006.083008
	Iteration 16Q: 3 clusters Score -4283942 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4284317.500000 Penalty: 5006.083008
	Iteration 17Q: 3 clusters Score -4284318 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4284583.000000 Penalty: 5006.083008
	Iteration 18Q: 3 clusters Score -4284583 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4284704.000000 Penalty: 5006.083008
	Iteration 19Q: 3 clusters Score -4284704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4284755.000000 Penalty: 5006.083008
	Iteration 20F: 3 clusters Score -4284755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4284806.500000 Penalty: 5006.083008
	Iteration 21Q: 3 clusters Score -4284806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4284836.500000 Penalty: 5006.083008
	Iteration 22Q: 3 clusters Score -4284836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4284872.000000 Penalty: 5006.083008
	Iteration 23Q: 3 clusters Score -4284872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4284881.000000 Penalty: 5006.083008
	Iteration 24Q: 3 clusters Score -4284881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4284910.000000 Penalty: 5006.083008
	Iteration 25Q: 3 clusters Score -4284910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -4284924.500000 Penalty: 5006.083008
	Iteration 26Q: 3 clusters Score -4284924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -4284940.000000 Penalty: 5006.083008
	Iteration 27Q: 3 clusters Score -4284940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4284957.000000 Penalty: 5006.083008
	Iteration 28Q: 3 clusters Score -4284957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4284973.000000 Penalty: 5006.083008
	Iteration 29Q: 3 clusters Score -4284973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4284978.000000 Penalty: 5006.083008
	Iteration 30Q: 3 clusters Score -4284978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4284984.000000 Penalty: 5006.083008
	Iteration 31Q: 3 clusters Score -4284984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4284992.000000 Penalty: 5006.083008
	Iteration 32Q: 3 clusters Score -4284992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4284988.000000 Penalty: 5006.083008
	Iteration 33Q: 3 clusters Score -4284988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4284989.500000 Penalty: 5006.083008
	Iteration 34Q: 3 clusters Score -4284990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4284989.500000 Penalty: 5006.083008
	Iteration 35Q: 3 clusters Score -4284990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4284992.500000 Penalty: 5006.083008
	Iteration 36Q: 3 clusters Score -4284992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4284992.000000 Penalty: 5006.083008
	Iteration 37Q: 3 clusters Score -4284992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4284989.500000 Penalty: 5006.083008
	Iteration 38Q: 3 clusters Score -4284990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4284990.000000 Penalty: 5006.083008
	Iteration 39Q: 3 clusters Score -4284990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4284991.500000 Penalty: 5006.083008
	Iteration 40F: 3 clusters Score -4284992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4284998.500000 Penalty: 5006.083008
	Iteration 41Q: 3 clusters Score -4284998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4285001.500000 Penalty: 5006.083008
	Iteration 42Q: 3 clusters Score -4285002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4285002.500000 Penalty: 5006.083008
	Iteration 43Q: 3 clusters Score -4285002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4285010.500000 Penalty: 5006.083008
	Iteration 44Q: 3 clusters Score -4285010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4285010.500000 Penalty: 5006.083008
	Iteration 45Q: 3 clusters Score -4285010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4285018.000000 Penalty: 5006.083008
	Iteration 46Q: 3 clusters Score -4285018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -4285019.500000 Penalty: 5006.083008
	Iteration 47Q: 3 clusters Score -4285020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4285021.500000 Penalty: 5006.083008
	Iteration 48Q: 3 clusters Score -4285022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4285024.500000 Penalty: 5006.083008
	Iteration 49Q: 3 clusters Score -4285024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -4285023.500000 Penalty: 5006.083008
	Iteration 50Q: 3 clusters Score -4285024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4285024.500000 Penalty: 5006.083008
	Iteration 51Q: 3 clusters Score -4285024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4285024.000000 Penalty: 5006.083008
	Iteration 52Q: 3 clusters Score -4285024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4285028.500000 Penalty: 5006.083008
	Iteration 53Q: 3 clusters Score -4285028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -4285034.500000 Penalty: 5006.083008
	Iteration 54Q: 3 clusters Score -4285034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -4285032.500000 Penalty: 5006.083008
	Iteration 55Q: 3 clusters Score -4285032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4285037.000000 Penalty: 5006.083008
	Iteration 56Q: 3 clusters Score -4285037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4285037.000000 Penalty: 5006.083008
	Iteration 57F: 3 clusters Score -4285037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -209601.984375 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -209602 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 620 members 
Entering Unmasked Estep 
Score: -207580.937500 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -207580.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -207973.359375 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -207973.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -208087.125000 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -208087.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -208142.093750 Penalty: 3533.741211
	Iteration 3Q: 3 clusters Score -208142.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208181.671875 Penalty: 3533.741211
	Iteration 4Q: 3 clusters Score -208181.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208204.515625 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -208204.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208225.578125 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -208225.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208249.437500 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -208249.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208267.015625 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -208267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -208279.765625 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -208279.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -208292.921875 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -208292.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -208304.875000 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -208304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208312.890625 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -208312.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -208342.343750 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -208342.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -208360.296875 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -208360.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -208374.015625 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -208374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -208385.937500 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -208385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -208394.765625 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -208394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -208403.953125 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -208404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -208413.796875 Penalty: 3533.741211
	Iteration 19Q: 3 clusters Score -208413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -208421.421875 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -208421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208430.140625 Penalty: 3533.741211
	Iteration 21Q: 3 clusters Score -208430.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208445.000000 Penalty: 3533.741211
	Iteration 22Q: 3 clusters Score -208445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208457.968750 Penalty: 3533.741211
	Iteration 23Q: 3 clusters Score -208458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208470.781250 Penalty: 3533.741211
	Iteration 24Q: 3 clusters Score -208470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -208480.468750 Penalty: 3533.741211
	Iteration 25Q: 3 clusters Score -208480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -208489.984375 Penalty: 3533.741211
	Iteration 26Q: 3 clusters Score -208490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -208499.609375 Penalty: 3533.741211
	Iteration 27Q: 3 clusters Score -208499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -208508.250000 Penalty: 3533.741211
	Iteration 28Q: 3 clusters Score -208508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208519.671875 Penalty: 3533.741211
	Iteration 29Q: 3 clusters Score -208519.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -208533.937500 Penalty: 3533.741211
	Iteration 30Q: 3 clusters Score -208533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -208542.796875 Penalty: 3533.741211
	Iteration 31Q: 3 clusters Score -208542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -208548.203125 Penalty: 3533.741211
	Iteration 32Q: 3 clusters Score -208548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -208556.406250 Penalty: 3533.741211
	Iteration 33Q: 3 clusters Score -208556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -208562.765625 Penalty: 3533.741211
	Iteration 34Q: 3 clusters Score -208562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -208571.531250 Penalty: 3533.741211
	Iteration 35Q: 3 clusters Score -208571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -208575.968750 Penalty: 3533.741211
	Iteration 36Q: 3 clusters Score -208576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208577.640625 Penalty: 3533.741211
	Iteration 37Q: 3 clusters Score -208577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208577.640625 Penalty: 3533.741211
	Iteration 38F: 3 clusters Score -208577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (37676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Entering Unmasked Estep 
Score: -6713036.500000 Penalty: 2613.121094
	Iteration 0F: 2 clusters Score -6713036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -6687673.500000 Penalty: 5226.242188
	Iteration 0F: 3 clusters Score -6687674 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -6697125.500000 Penalty: 5226.242188
	Iteration 1F: 3 clusters Score -6697126 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -6697759.000000 Penalty: 5226.242188
	Iteration 2Q: 3 clusters Score -6697759 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6698483.500000 Penalty: 5226.242188
	Iteration 3Q: 3 clusters Score -6698484 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -6699245.500000 Penalty: 5226.242188
	Iteration 4Q: 3 clusters Score -6699246 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -6700060.000000 Penalty: 5226.242188
	Iteration 5Q: 3 clusters Score -6700060 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -6700995.000000 Penalty: 5226.242188
	Iteration 6Q: 3 clusters Score -6700995 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -6702300.000000 Penalty: 5226.242188
	Iteration 7F: 3 clusters Score -6702300 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -6704024.000000 Penalty: 5226.242188
	Iteration 8F: 3 clusters Score -6704024 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6705999.500000 Penalty: 5226.242188
	Iteration 9F: 3 clusters Score -6706000 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -6707671.500000 Penalty: 5226.242188
	Iteration 10F: 3 clusters Score -6707672 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6708768.500000 Penalty: 5226.242188
	Iteration 11Q: 3 clusters Score -6708768 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -6709388.500000 Penalty: 5226.242188
	Iteration 12Q: 3 clusters Score -6709388 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -6709952.000000 Penalty: 5226.242188
	Iteration 13Q: 3 clusters Score -6709952 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6710440.500000 Penalty: 5226.242188
	Iteration 14Q: 3 clusters Score -6710440 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -6710800.000000 Penalty: 5226.242188
	Iteration 15Q: 3 clusters Score -6710800 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -6711017.500000 Penalty: 5226.242188
	Iteration 16Q: 3 clusters Score -6711018 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -6711164.500000 Penalty: 5226.242188
	Iteration 17Q: 3 clusters Score -6711164 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -6711302.000000 Penalty: 5226.242188
	Iteration 18Q: 3 clusters Score -6711302 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -6711399.000000 Penalty: 5226.242188
	Iteration 19Q: 3 clusters Score -6711399 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -6711474.000000 Penalty: 5226.242188
	Iteration 20F: 3 clusters Score -6711474 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -6711536.000000 Penalty: 5226.242188
	Iteration 21Q: 3 clusters Score -6711536 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -6711593.000000 Penalty: 5226.242188
	Iteration 22Q: 3 clusters Score -6711593 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -6711648.500000 Penalty: 5226.242188
	Iteration 23Q: 3 clusters Score -6711648 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -6711683.000000 Penalty: 5226.242188
	Iteration 24Q: 3 clusters Score -6711683 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -6711745.500000 Penalty: 5226.242188
	Iteration 25Q: 3 clusters Score -6711746 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -6711737.000000 Penalty: 5226.242188
	Iteration 26Q: 3 clusters Score -6711737 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -6711764.500000 Penalty: 5226.242188
	Iteration 27Q: 3 clusters Score -6711764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -6711785.500000 Penalty: 5226.242188
	Iteration 28Q: 3 clusters Score -6711786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -6711821.500000 Penalty: 5226.242188
	Iteration 29Q: 3 clusters Score -6711822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -6711861.500000 Penalty: 5226.242188
	Iteration 30Q: 3 clusters Score -6711862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6711895.500000 Penalty: 5226.242188
	Iteration 31Q: 3 clusters Score -6711896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -6711899.500000 Penalty: 5226.242188
	Iteration 32Q: 3 clusters Score -6711900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -6711919.500000 Penalty: 5226.242188
	Iteration 33Q: 3 clusters Score -6711920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6711928.000000 Penalty: 5226.242188
	Iteration 34Q: 3 clusters Score -6711928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -6711937.500000 Penalty: 5226.242188
	Iteration 35Q: 3 clusters Score -6711938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -6711962.500000 Penalty: 5226.242188
	Iteration 36Q: 3 clusters Score -6711962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -6711975.000000 Penalty: 5226.242188
	Iteration 37Q: 3 clusters Score -6711975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -6711989.000000 Penalty: 5226.242188
	Iteration 38Q: 3 clusters Score -6711989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -6712002.000000 Penalty: 5226.242188
	Iteration 39Q: 3 clusters Score -6712002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -6712001.500000 Penalty: 5226.242188
	Iteration 40F: 3 clusters Score -6712002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -6712001.500000 Penalty: 5226.242188
	Iteration 41Q: 3 clusters Score -6712002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -6712003.000000 Penalty: 5226.242188
	Iteration 42Q: 3 clusters Score -6712003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -6712013.500000 Penalty: 5226.242188
	Iteration 43Q: 3 clusters Score -6712014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -6712026.000000 Penalty: 5226.242188
	Iteration 44Q: 3 clusters Score -6712026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -6712038.500000 Penalty: 5226.242188
	Iteration 45Q: 3 clusters Score -6712038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -6712044.500000 Penalty: 5226.242188
	Iteration 46Q: 3 clusters Score -6712044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -6712045.000000 Penalty: 5226.242188
	Iteration 47Q: 3 clusters Score -6712045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6712048.500000 Penalty: 5226.242188
	Iteration 48Q: 3 clusters Score -6712048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -6712052.000000 Penalty: 5226.242188
	Iteration 49Q: 3 clusters Score -6712052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -6712055.000000 Penalty: 5226.242188
	Iteration 50Q: 3 clusters Score -6712055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -6712056.000000 Penalty: 5226.242188
	Iteration 51Q: 3 clusters Score -6712056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -6712053.000000 Penalty: 5226.242188
	Iteration 52Q: 3 clusters Score -6712053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -6712064.500000 Penalty: 5226.242188
	Iteration 53Q: 3 clusters Score -6712064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -6712082.000000 Penalty: 5226.242188
	Iteration 54Q: 3 clusters Score -6712082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -6712077.000000 Penalty: 5226.242188
	Iteration 55Q: 3 clusters Score -6712077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -6712068.000000 Penalty: 5226.242188
	Iteration 56Q: 3 clusters Score -6712068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6712096.500000 Penalty: 5226.242188
	Iteration 57Q: 3 clusters Score -6712096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -6712079.000000 Penalty: 5226.242188
	Iteration 58Q: 3 clusters Score -6712079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -6712080.000000 Penalty: 5226.242188
	Iteration 59Q: 3 clusters Score -6712080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -6712076.500000 Penalty: 5226.242188
	Iteration 60F: 3 clusters Score -6712076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6712091.500000 Penalty: 5226.242188
	Iteration 61Q: 3 clusters Score -6712092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6712084.500000 Penalty: 5226.242188
	Iteration 62Q: 3 clusters Score -6712084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6712091.500000 Penalty: 5226.242188
	Iteration 63Q: 3 clusters Score -6712092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -6712100.000000 Penalty: 5226.242188
	Iteration 64Q: 3 clusters Score -6712100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -6712103.000000 Penalty: 5226.242188
	Iteration 65Q: 3 clusters Score -6712103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -6712104.000000 Penalty: 5226.242188
	Iteration 66Q: 3 clusters Score -6712104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6712114.000000 Penalty: 5226.242188
	Iteration 67Q: 3 clusters Score -6712114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -6712126.000000 Penalty: 5226.242188
	Iteration 68Q: 3 clusters Score -6712126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6712124.000000 Penalty: 5226.242188
	Iteration 69Q: 3 clusters Score -6712124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -6712124.000000 Penalty: 5226.242188
	Iteration 70Q: 3 clusters Score -6712124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -6712120.500000 Penalty: 5226.242188
	Iteration 71Q: 3 clusters Score -6712120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -6712123.500000 Penalty: 5226.242188
	Iteration 72Q: 3 clusters Score -6712124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -6712117.500000 Penalty: 5226.242188
	Iteration 73Q: 3 clusters Score -6712118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -6712119.500000 Penalty: 5226.242188
	Iteration 74Q: 3 clusters Score -6712120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -6712119.500000 Penalty: 5226.242188
	Iteration 75Q: 3 clusters Score -6712120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6712120.500000 Penalty: 5226.242188
	Iteration 76Q: 3 clusters Score -6712120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -6712125.000000 Penalty: 5226.242188
	Iteration 77Q: 3 clusters Score -6712125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6712120.500000 Penalty: 5226.242188
	Iteration 78Q: 3 clusters Score -6712120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -6712120.500000 Penalty: 5226.242188
	Iteration 79Q: 3 clusters Score -6712120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -6712121.500000 Penalty: 5226.242188
	Iteration 80F: 3 clusters Score -6712122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -6712122.000000 Penalty: 5226.242188
	Iteration 81Q: 3 clusters Score -6712122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -6712120.000000 Penalty: 5226.242188
	Iteration 82Q: 3 clusters Score -6712120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -6712120.000000 Penalty: 5226.242188
	Iteration 83Q: 3 clusters Score -6712120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -6712121.500000 Penalty: 5226.242188
	Iteration 84Q: 3 clusters Score -6712122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6712119.000000 Penalty: 5226.242188
	Iteration 85Q: 3 clusters Score -6712119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6712120.000000 Penalty: 5226.242188
	Iteration 86Q: 3 clusters Score -6712120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6712121.500000 Penalty: 5226.242188
	Iteration 87Q: 3 clusters Score -6712122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -6712121.500000 Penalty: 5226.242188
	Iteration 88Q: 3 clusters Score -6712122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -6712124.000000 Penalty: 5226.242188
	Iteration 89Q: 3 clusters Score -6712124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6712125.000000 Penalty: 5226.242188
	Iteration 90Q: 3 clusters Score -6712125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6712125.000000 Penalty: 5226.242188
	Iteration 91F: 3 clusters Score -6712125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (69035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Entering Unmasked Estep 
Score: -12164587.000000 Penalty: 2763.307617
	Iteration 0F: 2 clusters Score -1.216459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -12122666.000000 Penalty: 5526.615234
	Iteration 0F: 3 clusters Score -1.212267e+07 nChanged 32205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -12140812.000000 Penalty: 5526.615234
	Iteration 1F: 3 clusters Score -1.214081e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -12141494.000000 Penalty: 5526.615234
	Iteration 2Q: 3 clusters Score -1.214149e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -12142141.000000 Penalty: 5526.615234
	Iteration 3Q: 3 clusters Score -1.214214e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -12142821.000000 Penalty: 5526.615234
	Iteration 4Q: 3 clusters Score -1.214282e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -12143544.000000 Penalty: 5526.615234
	Iteration 5Q: 3 clusters Score -1.214354e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -12144396.000000 Penalty: 5526.615234
	Iteration 6Q: 3 clusters Score -1.21444e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -12145329.000000 Penalty: 5526.615234
	Iteration 7Q: 3 clusters Score -1.214533e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -12146423.000000 Penalty: 5526.615234
	Iteration 8Q: 3 clusters Score -1.214642e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -12147713.000000 Penalty: 5526.615234
	Iteration 9Q: 3 clusters Score -1.214771e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -12149112.000000 Penalty: 5526.615234
	Iteration 10Q: 3 clusters Score -1.214911e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -12150532.000000 Penalty: 5526.615234
	Iteration 11Q: 3 clusters Score -1.215053e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -12151841.000000 Penalty: 5526.615234
	Iteration 12Q: 3 clusters Score -1.215184e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -12152857.000000 Penalty: 5526.615234
	Iteration 13Q: 3 clusters Score -1.215286e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -12153659.000000 Penalty: 5526.615234
	Iteration 14Q: 3 clusters Score -1.215366e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -12154269.000000 Penalty: 5526.615234
	Iteration 15Q: 3 clusters Score -1.215427e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -12154743.000000 Penalty: 5526.615234
	Iteration 16Q: 3 clusters Score -1.215474e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -12155063.000000 Penalty: 5526.615234
	Iteration 17Q: 3 clusters Score -1.215506e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -12155419.000000 Penalty: 5526.615234
	Iteration 18Q: 3 clusters Score -1.215542e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -12155674.000000 Penalty: 5526.615234
	Iteration 19Q: 3 clusters Score -1.215567e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -12155965.000000 Penalty: 5526.615234
	Iteration 20F: 3 clusters Score -1.215596e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -12156193.000000 Penalty: 5526.615234
	Iteration 21Q: 3 clusters Score -1.215619e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -12156344.000000 Penalty: 5526.615234
	Iteration 22Q: 3 clusters Score -1.215634e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -12156532.000000 Penalty: 5526.615234
	Iteration 23Q: 3 clusters Score -1.215653e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -12156670.000000 Penalty: 5526.615234
	Iteration 24Q: 3 clusters Score -1.215667e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -12156763.000000 Penalty: 5526.615234
	Iteration 25Q: 3 clusters Score -1.215676e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -12156906.000000 Penalty: 5526.615234
	Iteration 26Q: 3 clusters Score -1.215691e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -12157047.000000 Penalty: 5526.615234
	Iteration 27Q: 3 clusters Score -1.215705e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -12157121.000000 Penalty: 5526.615234
	Iteration 28Q: 3 clusters Score -1.215712e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -12157233.000000 Penalty: 5526.615234
	Iteration 29Q: 3 clusters Score -1.215723e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -12157329.000000 Penalty: 5526.615234
	Iteration 30Q: 3 clusters Score -1.215733e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -12157416.000000 Penalty: 5526.615234
	Iteration 31Q: 3 clusters Score -1.215742e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -12157481.000000 Penalty: 5526.615234
	Iteration 32Q: 3 clusters Score -1.215748e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -12157609.000000 Penalty: 5526.615234
	Iteration 33Q: 3 clusters Score -1.215761e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -12157681.000000 Penalty: 5526.615234
	Iteration 34Q: 3 clusters Score -1.215768e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -12157774.000000 Penalty: 5526.615234
	Iteration 35Q: 3 clusters Score -1.215777e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -12157880.000000 Penalty: 5526.615234
	Iteration 36Q: 3 clusters Score -1.215788e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -12157994.000000 Penalty: 5526.615234
	Iteration 37Q: 3 clusters Score -1.215799e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -12158081.000000 Penalty: 5526.615234
	Iteration 38Q: 3 clusters Score -1.215808e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -12158102.000000 Penalty: 5526.615234
	Iteration 39Q: 3 clusters Score -1.21581e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -12158177.000000 Penalty: 5526.615234
	Iteration 40F: 3 clusters Score -1.215818e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -12158260.000000 Penalty: 5526.615234
	Iteration 41Q: 3 clusters Score -1.215826e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -12158336.000000 Penalty: 5526.615234
	Iteration 42Q: 3 clusters Score -1.215834e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -12158379.000000 Penalty: 5526.615234
	Iteration 43Q: 3 clusters Score -1.215838e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -12158425.000000 Penalty: 5526.615234
	Iteration 44Q: 3 clusters Score -1.215842e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -12158502.000000 Penalty: 5526.615234
	Iteration 45Q: 3 clusters Score -1.21585e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -12158554.000000 Penalty: 5526.615234
	Iteration 46Q: 3 clusters Score -1.215855e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -12158634.000000 Penalty: 5526.615234
	Iteration 47Q: 3 clusters Score -1.215863e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -12158718.000000 Penalty: 5526.615234
	Iteration 48Q: 3 clusters Score -1.215872e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -12158770.000000 Penalty: 5526.615234
	Iteration 49Q: 3 clusters Score -1.215877e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -12158851.000000 Penalty: 5526.615234
	Iteration 50Q: 3 clusters Score -1.215885e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -12158910.000000 Penalty: 5526.615234
	Iteration 51Q: 3 clusters Score -1.215891e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -12159004.000000 Penalty: 5526.615234
	Iteration 52Q: 3 clusters Score -1.2159e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -12159084.000000 Penalty: 5526.615234
	Iteration 53Q: 3 clusters Score -1.215908e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -12159127.000000 Penalty: 5526.615234
	Iteration 54Q: 3 clusters Score -1.215913e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -12159187.000000 Penalty: 5526.615234
	Iteration 55Q: 3 clusters Score -1.215919e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -12159231.000000 Penalty: 5526.615234
	Iteration 56Q: 3 clusters Score -1.215923e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -12159286.000000 Penalty: 5526.615234
	Iteration 57Q: 3 clusters Score -1.215929e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -12159402.000000 Penalty: 5526.615234
	Iteration 58Q: 3 clusters Score -1.21594e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -12159455.000000 Penalty: 5526.615234
	Iteration 59Q: 3 clusters Score -1.215946e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -12159569.000000 Penalty: 5526.615234
	Iteration 60F: 3 clusters Score -1.215957e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -12159617.000000 Penalty: 5526.615234
	Iteration 61Q: 3 clusters Score -1.215962e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -12159701.000000 Penalty: 5526.615234
	Iteration 62Q: 3 clusters Score -1.21597e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -12159761.000000 Penalty: 5526.615234
	Iteration 63Q: 3 clusters Score -1.215976e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -12159873.000000 Penalty: 5526.615234
	Iteration 64Q: 3 clusters Score -1.215987e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -12159958.000000 Penalty: 5526.615234
	Iteration 65Q: 3 clusters Score -1.215996e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -12160011.000000 Penalty: 5526.615234
	Iteration 66Q: 3 clusters Score -1.216001e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -12160111.000000 Penalty: 5526.615234
	Iteration 67Q: 3 clusters Score -1.216011e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -12160235.000000 Penalty: 5526.615234
	Iteration 68Q: 3 clusters Score -1.216024e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -12160353.000000 Penalty: 5526.615234
	Iteration 69Q: 3 clusters Score -1.216035e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -12160413.000000 Penalty: 5526.615234
	Iteration 70Q: 3 clusters Score -1.216041e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -12160560.000000 Penalty: 5526.615234
	Iteration 71Q: 3 clusters Score -1.216056e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -12160676.000000 Penalty: 5526.615234
	Iteration 72Q: 3 clusters Score -1.216068e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -12160742.000000 Penalty: 5526.615234
	Iteration 73Q: 3 clusters Score -1.216074e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -12160837.000000 Penalty: 5526.615234
	Iteration 74Q: 3 clusters Score -1.216084e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -12160936.000000 Penalty: 5526.615234
	Iteration 75Q: 3 clusters Score -1.216094e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -12160998.000000 Penalty: 5526.615234
	Iteration 76Q: 3 clusters Score -1.2161e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -12161075.000000 Penalty: 5526.615234
	Iteration 77Q: 3 clusters Score -1.216108e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -12161164.000000 Penalty: 5526.615234
	Iteration 78Q: 3 clusters Score -1.216116e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -12161233.000000 Penalty: 5526.615234
	Iteration 79Q: 3 clusters Score -1.216123e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -12161275.000000 Penalty: 5526.615234
	Iteration 80F: 3 clusters Score -1.216128e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -12161287.000000 Penalty: 5526.615234
	Iteration 81Q: 3 clusters Score -1.216129e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -12161311.000000 Penalty: 5526.615234
	Iteration 82Q: 3 clusters Score -1.216131e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -12161365.000000 Penalty: 5526.615234
	Iteration 83Q: 3 clusters Score -1.216136e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -12161399.000000 Penalty: 5526.615234
	Iteration 84Q: 3 clusters Score -1.21614e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -12161445.000000 Penalty: 5526.615234
	Iteration 85Q: 3 clusters Score -1.216144e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -12161466.000000 Penalty: 5526.615234
	Iteration 86Q: 3 clusters Score -1.216147e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -12161485.000000 Penalty: 5526.615234
	Iteration 87Q: 3 clusters Score -1.216148e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -12161503.000000 Penalty: 5526.615234
	Iteration 88Q: 3 clusters Score -1.21615e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -12161544.000000 Penalty: 5526.615234
	Iteration 89Q: 3 clusters Score -1.216154e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -12161587.000000 Penalty: 5526.615234
	Iteration 90Q: 3 clusters Score -1.216159e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -12161615.000000 Penalty: 5526.615234
	Iteration 91Q: 3 clusters Score -1.216162e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -12161634.000000 Penalty: 5526.615234
	Iteration 92Q: 3 clusters Score -1.216163e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -12161662.000000 Penalty: 5526.615234
	Iteration 93Q: 3 clusters Score -1.216166e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -12161667.000000 Penalty: 5526.615234
	Iteration 94Q: 3 clusters Score -1.216167e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -12161676.000000 Penalty: 5526.615234
	Iteration 95Q: 3 clusters Score -1.216168e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12161708.000000 Penalty: 5526.615234
	Iteration 96Q: 3 clusters Score -1.216171e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -12161684.000000 Penalty: 5526.615234
	Iteration 97Q: 3 clusters Score -1.216168e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -12161720.000000 Penalty: 5526.615234
	Iteration 98Q: 3 clusters Score -1.216172e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -12161727.000000 Penalty: 5526.615234
	Iteration 99Q: 3 clusters Score -1.216173e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -12161741.000000 Penalty: 5526.615234
	Iteration 100F: 3 clusters Score -1.216174e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -12161757.000000 Penalty: 5526.615234
	Iteration 101Q: 3 clusters Score -1.216176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -12161776.000000 Penalty: 5526.615234
	Iteration 102Q: 3 clusters Score -1.216178e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12161772.000000 Penalty: 5526.615234
	Iteration 103Q: 3 clusters Score -1.216177e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -12161793.000000 Penalty: 5526.615234
	Iteration 104Q: 3 clusters Score -1.216179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -12161817.000000 Penalty: 5526.615234
	Iteration 105Q: 3 clusters Score -1.216182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -12161830.000000 Penalty: 5526.615234
	Iteration 106Q: 3 clusters Score -1.216183e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -12161856.000000 Penalty: 5526.615234
	Iteration 107Q: 3 clusters Score -1.216186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -12161861.000000 Penalty: 5526.615234
	Iteration 108Q: 3 clusters Score -1.216186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -12161848.000000 Penalty: 5526.615234
	Iteration 109Q: 3 clusters Score -1.216185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12161884.000000 Penalty: 5526.615234
	Iteration 110Q: 3 clusters Score -1.216188e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -12161889.000000 Penalty: 5526.615234
	Iteration 111Q: 3 clusters Score -1.216189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -12161916.000000 Penalty: 5526.615234
	Iteration 112Q: 3 clusters Score -1.216192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -12161945.000000 Penalty: 5526.615234
	Iteration 113Q: 3 clusters Score -1.216194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12161941.000000 Penalty: 5526.615234
	Iteration 114Q: 3 clusters Score -1.216194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -12161947.000000 Penalty: 5526.615234
	Iteration 115Q: 3 clusters Score -1.216195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12161961.000000 Penalty: 5526.615234
	Iteration 116Q: 3 clusters Score -1.216196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -12161971.000000 Penalty: 5526.615234
	Iteration 117Q: 3 clusters Score -1.216197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -12161978.000000 Penalty: 5526.615234
	Iteration 118Q: 3 clusters Score -1.216198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -12161977.000000 Penalty: 5526.615234
	Iteration 119Q: 3 clusters Score -1.216198e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -12161995.000000 Penalty: 5526.615234
	Iteration 120F: 3 clusters Score -1.2162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -12162019.000000 Penalty: 5526.615234
	Iteration 121Q: 3 clusters Score -1.216202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12162015.000000 Penalty: 5526.615234
	Iteration 122Q: 3 clusters Score -1.216202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12162034.000000 Penalty: 5526.615234
	Iteration 123Q: 3 clusters Score -1.216203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -12162057.000000 Penalty: 5526.615234
	Iteration 124Q: 3 clusters Score -1.216206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -12162067.000000 Penalty: 5526.615234
	Iteration 125Q: 3 clusters Score -1.216207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -12162078.000000 Penalty: 5526.615234
	Iteration 126Q: 3 clusters Score -1.216208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12162093.000000 Penalty: 5526.615234
	Iteration 127Q: 3 clusters Score -1.216209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12162098.000000 Penalty: 5526.615234
	Iteration 128Q: 3 clusters Score -1.21621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -12162100.000000 Penalty: 5526.615234
	Iteration 129Q: 3 clusters Score -1.21621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12162120.000000 Penalty: 5526.615234
	Iteration 130Q: 3 clusters Score -1.216212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -12162121.000000 Penalty: 5526.615234
	Iteration 131Q: 3 clusters Score -1.216212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -12162136.000000 Penalty: 5526.615234
	Iteration 132Q: 3 clusters Score -1.216214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -12162146.000000 Penalty: 5526.615234
	Iteration 133Q: 3 clusters Score -1.216215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -12162140.000000 Penalty: 5526.615234
	Iteration 134Q: 3 clusters Score -1.216214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -12162130.000000 Penalty: 5526.615234
	Iteration 135Q: 3 clusters Score -1.216213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12162132.000000 Penalty: 5526.615234
	Iteration 136Q: 3 clusters Score -1.216213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12162124.000000 Penalty: 5526.615234
	Iteration 137Q: 3 clusters Score -1.216212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -12162126.000000 Penalty: 5526.615234
	Iteration 138Q: 3 clusters Score -1.216213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12162148.000000 Penalty: 5526.615234
	Iteration 139Q: 3 clusters Score -1.216215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -12162135.000000 Penalty: 5526.615234
	Iteration 140F: 3 clusters Score -1.216214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12162142.000000 Penalty: 5526.615234
	Iteration 141Q: 3 clusters Score -1.216214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -12162140.000000 Penalty: 5526.615234
	Iteration 142Q: 3 clusters Score -1.216214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12162143.000000 Penalty: 5526.615234
	Iteration 143Q: 3 clusters Score -1.216214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -12162139.000000 Penalty: 5526.615234
	Iteration 144Q: 3 clusters Score -1.216214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12162141.000000 Penalty: 5526.615234
	Iteration 145Q: 3 clusters Score -1.216214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -12162140.000000 Penalty: 5526.615234
	Iteration 146Q: 3 clusters Score -1.216214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -12162150.000000 Penalty: 5526.615234
	Iteration 147Q: 3 clusters Score -1.216215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12162146.000000 Penalty: 5526.615234
	Iteration 148Q: 3 clusters Score -1.216215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12162149.000000 Penalty: 5526.615234
	Iteration 149Q: 3 clusters Score -1.216215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12162151.000000 Penalty: 5526.615234
	Iteration 150Q: 3 clusters Score -1.216215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12162147.000000 Penalty: 5526.615234
	Iteration 151Q: 3 clusters Score -1.216215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12162146.000000 Penalty: 5526.615234
	Iteration 152Q: 3 clusters Score -1.216215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -12162143.000000 Penalty: 5526.615234
	Iteration 153Q: 3 clusters Score -1.216214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12162146.000000 Penalty: 5526.615234
	Iteration 154Q: 3 clusters Score -1.216215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12162151.000000 Penalty: 5526.615234
	Iteration 155Q: 3 clusters Score -1.216215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12162153.000000 Penalty: 5526.615234
	Iteration 156Q: 3 clusters Score -1.216215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12162156.000000 Penalty: 5526.615234
	Iteration 157Q: 3 clusters Score -1.216216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12162156.000000 Penalty: 5526.615234
	Iteration 158F: 3 clusters Score -1.216216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (39394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Entering Unmasked Estep 
Score: -7019132.500000 Penalty: 2624.179443
	Iteration 0F: 2 clusters Score -7019132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -6992629.000000 Penalty: 5248.358887
	Iteration 0F: 3 clusters Score -6992629 nChanged 17934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -7002345.500000 Penalty: 5248.358887
	Iteration 1F: 3 clusters Score -7002346 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -7002947.500000 Penalty: 5248.358887
	Iteration 2Q: 3 clusters Score -7002948 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -7003747.000000 Penalty: 5248.358887
	Iteration 3Q: 3 clusters Score -7003747 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -7004789.500000 Penalty: 5248.358887
	Iteration 4F: 3 clusters Score -7004790 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -7006437.500000 Penalty: 5248.358887
	Iteration 5F: 3 clusters Score -7006438 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -7008821.000000 Penalty: 5248.358887
	Iteration 6F: 3 clusters Score -7008821 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -7011618.500000 Penalty: 5248.358887
	Iteration 7F: 3 clusters Score -7011618 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -7014023.000000 Penalty: 5248.358887
	Iteration 8F: 3 clusters Score -7014023 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -7015601.500000 Penalty: 5248.358887
	Iteration 9Q: 3 clusters Score -7015602 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7016431.500000 Penalty: 5248.358887
	Iteration 10Q: 3 clusters Score -7016432 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7016865.000000 Penalty: 5248.358887
	Iteration 11Q: 3 clusters Score -7016865 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7017093.000000 Penalty: 5248.358887
	Iteration 12Q: 3 clusters Score -7017093 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7017179.500000 Penalty: 5248.358887
	Iteration 13Q: 3 clusters Score -7017180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7017224.000000 Penalty: 5248.358887
	Iteration 14Q: 3 clusters Score -7017224 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7017276.500000 Penalty: 5248.358887
	Iteration 15Q: 3 clusters Score -7017276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7017319.000000 Penalty: 5248.358887
	Iteration 16Q: 3 clusters Score -7017319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7017349.500000 Penalty: 5248.358887
	Iteration 17Q: 3 clusters Score -7017350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7017361.500000 Penalty: 5248.358887
	Iteration 18Q: 3 clusters Score -7017362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7017389.500000 Penalty: 5248.358887
	Iteration 19Q: 3 clusters Score -7017390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7017403.000000 Penalty: 5248.358887
	Iteration 20F: 3 clusters Score -7017403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7017409.000000 Penalty: 5248.358887
	Iteration 21Q: 3 clusters Score -7017409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7017439.000000 Penalty: 5248.358887
	Iteration 22Q: 3 clusters Score -7017439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7017444.500000 Penalty: 5248.358887
	Iteration 23Q: 3 clusters Score -7017444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7017453.500000 Penalty: 5248.358887
	Iteration 24Q: 3 clusters Score -7017454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7017460.500000 Penalty: 5248.358887
	Iteration 25Q: 3 clusters Score -7017460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7017452.000000 Penalty: 5248.358887
	Iteration 26Q: 3 clusters Score -7017452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7017457.500000 Penalty: 5248.358887
	Iteration 27Q: 3 clusters Score -7017458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7017467.500000 Penalty: 5248.358887
	Iteration 28Q: 3 clusters Score -7017468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7017483.000000 Penalty: 5248.358887
	Iteration 29Q: 3 clusters Score -7017483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7017494.500000 Penalty: 5248.358887
	Iteration 30Q: 3 clusters Score -7017494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7017494.500000 Penalty: 5248.358887
	Iteration 31Q: 3 clusters Score -7017494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7017489.500000 Penalty: 5248.358887
	Iteration 32Q: 3 clusters Score -7017490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7017490.000000 Penalty: 5248.358887
	Iteration 33Q: 3 clusters Score -7017490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7017485.000000 Penalty: 5248.358887
	Iteration 34Q: 3 clusters Score -7017485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7017485.500000 Penalty: 5248.358887
	Iteration 35Q: 3 clusters Score -7017486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7017480.500000 Penalty: 5248.358887
	Iteration 36Q: 3 clusters Score -7017480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7017486.000000 Penalty: 5248.358887
	Iteration 37Q: 3 clusters Score -7017486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7017479.500000 Penalty: 5248.358887
	Iteration 38Q: 3 clusters Score -7017480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7017483.500000 Penalty: 5248.358887
	Iteration 39Q: 3 clusters Score -7017484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7017474.000000 Penalty: 5248.358887
	Iteration 40F: 3 clusters Score -7017474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7017488.500000 Penalty: 5248.358887
	Iteration 41Q: 3 clusters Score -7017488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7017499.500000 Penalty: 5248.358887
	Iteration 42Q: 3 clusters Score -7017500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7017493.500000 Penalty: 5248.358887
	Iteration 43Q: 3 clusters Score -7017494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7017490.000000 Penalty: 5248.358887
	Iteration 44Q: 3 clusters Score -7017490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7017494.000000 Penalty: 5248.358887
	Iteration 45Q: 3 clusters Score -7017494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7017493.500000 Penalty: 5248.358887
	Iteration 46Q: 3 clusters Score -7017494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7017496.000000 Penalty: 5248.358887
	Iteration 47Q: 3 clusters Score -7017496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7017493.500000 Penalty: 5248.358887
	Iteration 48Q: 3 clusters Score -7017494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7017493.000000 Penalty: 5248.358887
	Iteration 49Q: 3 clusters Score -7017493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7017490.500000 Penalty: 5248.358887
	Iteration 50Q: 3 clusters Score -7017490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7017490.500000 Penalty: 5248.358887
	Iteration 51F: 3 clusters Score -7017490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (40829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Entering Unmasked Estep 
Score: -7397834.500000 Penalty: 2633.052490
	Iteration 0F: 2 clusters Score -7397834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7370495.500000 Penalty: 5266.104980
	Iteration 0F: 3 clusters Score -7370496 nChanged 18819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -7380733.500000 Penalty: 5266.104980
	Iteration 1F: 3 clusters Score -7380734 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -7381170.500000 Penalty: 5266.104980
	Iteration 2Q: 3 clusters Score -7381170 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -7381583.500000 Penalty: 5266.104980
	Iteration 3Q: 3 clusters Score -7381584 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -7382075.500000 Penalty: 5266.104980
	Iteration 4Q: 3 clusters Score -7382076 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -7382826.500000 Penalty: 5266.104980
	Iteration 5Q: 3 clusters Score -7382826 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -7383982.000000 Penalty: 5266.104980
	Iteration 6F: 3 clusters Score -7383982 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -7385707.500000 Penalty: 5266.104980
	Iteration 7F: 3 clusters Score -7385708 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -7388256.500000 Penalty: 5266.104980
	Iteration 8F: 3 clusters Score -7388256 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -7391082.500000 Penalty: 5266.104980
	Iteration 9F: 3 clusters Score -7391082 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7393362.500000 Penalty: 5266.104980
	Iteration 10F: 3 clusters Score -7393362 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -7394556.000000 Penalty: 5266.104980
	Iteration 11Q: 3 clusters Score -7394556 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7395053.000000 Penalty: 5266.104980
	Iteration 12Q: 3 clusters Score -7395053 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7395264.000000 Penalty: 5266.104980
	Iteration 13Q: 3 clusters Score -7395264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -7395350.500000 Penalty: 5266.104980
	Iteration 14Q: 3 clusters Score -7395350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7395413.500000 Penalty: 5266.104980
	Iteration 15Q: 3 clusters Score -7395414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -7395455.000000 Penalty: 5266.104980
	Iteration 16Q: 3 clusters Score -7395455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -7395463.000000 Penalty: 5266.104980
	Iteration 17Q: 3 clusters Score -7395463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -7395466.000000 Penalty: 5266.104980
	Iteration 18Q: 3 clusters Score -7395466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -7395469.500000 Penalty: 5266.104980
	Iteration 19Q: 3 clusters Score -7395470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -7395481.500000 Penalty: 5266.104980
	Iteration 20F: 3 clusters Score -7395482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -7395491.000000 Penalty: 5266.104980
	Iteration 21Q: 3 clusters Score -7395491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -7395500.500000 Penalty: 5266.104980
	Iteration 22Q: 3 clusters Score -7395500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -7395508.000000 Penalty: 5266.104980
	Iteration 23Q: 3 clusters Score -7395508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -7395508.000000 Penalty: 5266.104980
	Iteration 24F: 3 clusters Score -7395508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -851694.062500 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -851694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -847255.125000 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -847255.1 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -848338.062500 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -848338.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -848695.250000 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -848695.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -848932.875000 Penalty: 4214.405762
	Iteration 3F: 3 clusters Score -848932.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -849114.375000 Penalty: 4214.405762
	Iteration 4F: 3 clusters Score -849114.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -849265.437500 Penalty: 4214.405762
	Iteration 5Q: 3 clusters Score -849265.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -849394.187500 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -849394.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -849515.562500 Penalty: 4214.405762
	Iteration 7Q: 3 clusters Score -849515.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -849684.875000 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -849684.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -849887.937500 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -849887.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -850071.375000 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -850071.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -850220.437500 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -850220.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -850331.750000 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -850331.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -850412.875000 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -850412.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -850460.250000 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -850460.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -850499.562500 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -850499.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -850523.312500 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -850523.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -850541.000000 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -850541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -850558.625000 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -850558.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -850575.000000 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -850575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -850584.812500 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -850584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -850592.312500 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -850592.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -850597.125000 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -850597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -850601.062500 Penalty: 4214.405762
	Iteration 23Q: 3 clusters Score -850601.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -850607.437500 Penalty: 4214.405762
	Iteration 24Q: 3 clusters Score -850607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -850609.875000 Penalty: 4214.405762
	Iteration 25Q: 3 clusters Score -850609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -850611.062500 Penalty: 4214.405762
	Iteration 26Q: 3 clusters Score -850611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -850610.875000 Penalty: 4214.405762
	Iteration 27Q: 3 clusters Score -850610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -850611.062500 Penalty: 4214.405762
	Iteration 28Q: 3 clusters Score -850611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -850611.062500 Penalty: 4214.405762
	Iteration 29F: 3 clusters Score -850611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Entering Unmasked Estep 
Score: -7812331.500000 Penalty: 2650.670410
	Iteration 0F: 2 clusters Score -7812332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -7783634.500000 Penalty: 5301.340820
	Iteration 0F: 3 clusters Score -7783634 nChanged 20024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -7794415.500000 Penalty: 5301.340820
	Iteration 1F: 3 clusters Score -7794416 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -7795006.500000 Penalty: 5301.340820
	Iteration 2Q: 3 clusters Score -7795006 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7795526.000000 Penalty: 5301.340820
	Iteration 3Q: 3 clusters Score -7795526 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7795997.000000 Penalty: 5301.340820
	Iteration 4Q: 3 clusters Score -7795997 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7796490.000000 Penalty: 5301.340820
	Iteration 5Q: 3 clusters Score -7796490 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -7797047.500000 Penalty: 5301.340820
	Iteration 6Q: 3 clusters Score -7797048 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -7797596.000000 Penalty: 5301.340820
	Iteration 7Q: 3 clusters Score -7797596 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7798318.500000 Penalty: 5301.340820
	Iteration 8Q: 3 clusters Score -7798318 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7799361.500000 Penalty: 5301.340820
	Iteration 9Q: 3 clusters Score -7799362 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -7800652.000000 Penalty: 5301.340820
	Iteration 10Q: 3 clusters Score -7800652 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -7802074.000000 Penalty: 5301.340820
	Iteration 11Q: 3 clusters Score -7802074 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -7803370.500000 Penalty: 5301.340820
	Iteration 12Q: 3 clusters Score -7803370 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -7804061.500000 Penalty: 5301.340820
	Iteration 13Q: 3 clusters Score -7804062 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -7804458.500000 Penalty: 5301.340820
	Iteration 14Q: 3 clusters Score -7804458 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -7804723.500000 Penalty: 5301.340820
	Iteration 15Q: 3 clusters Score -7804724 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -7805011.000000 Penalty: 5301.340820
	Iteration 16Q: 3 clusters Score -7805011 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -7805356.000000 Penalty: 5301.340820
	Iteration 17Q: 3 clusters Score -7805356 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -7805617.000000 Penalty: 5301.340820
	Iteration 18Q: 3 clusters Score -7805617 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -7806007.500000 Penalty: 5301.340820
	Iteration 19Q: 3 clusters Score -7806008 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -7806398.500000 Penalty: 5301.340820
	Iteration 20F: 3 clusters Score -7806398 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -7806761.500000 Penalty: 5301.340820
	Iteration 21Q: 3 clusters Score -7806762 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -7807165.000000 Penalty: 5301.340820
	Iteration 22Q: 3 clusters Score -7807165 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -7807589.500000 Penalty: 5301.340820
	Iteration 23Q: 3 clusters Score -7807590 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -7808063.000000 Penalty: 5301.340820
	Iteration 24Q: 3 clusters Score -7808063 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -7808587.500000 Penalty: 5301.340820
	Iteration 25Q: 3 clusters Score -7808588 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -7809052.000000 Penalty: 5301.340820
	Iteration 26Q: 3 clusters Score -7809052 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -7809418.000000 Penalty: 5301.340820
	Iteration 27Q: 3 clusters Score -7809418 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -7809761.000000 Penalty: 5301.340820
	Iteration 28Q: 3 clusters Score -7809761 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -7810026.500000 Penalty: 5301.340820
	Iteration 29Q: 3 clusters Score -7810026 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -7810199.500000 Penalty: 5301.340820
	Iteration 30Q: 3 clusters Score -7810200 nChanged 406
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -7810666.000000 Penalty: 5301.340820
	Iteration 124Q: 3 clusters Score -7810666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -7810672.500000 Penalty: 5301.340820
	Iteration 125Q: 3 clusters Score -7810672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -7810662.000000 Penalty: 5301.340820
	Iteration 126Q: 3 clusters Score -7810662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7810659.000000 Penalty: 5301.340820
	Iteration 127Q: 3 clusters Score -7810659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -7810663.000000 Penalty: 5301.340820
	Iteration 128Q: 3 clusters Score -7810663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -7810669.500000 Penalty: 5301.340820
	Iteration 129Q: 3 clusters Score -7810670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -7810666.500000 Penalty: 5301.340820
	Iteration 130Q: 3 clusters Score -7810666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -7810667.000000 Penalty: 5301.340820
	Iteration 131Q: 3 clusters Score -7810667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -7810674.000000 Penalty: 5301.340820
	Iteration 132Q: 3 clusters Score -7810674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -7810677.500000 Penalty: 5301.340820
	Iteration 133Q: 3 clusters Score -7810678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -7810679.500000 Penalty: 5301.340820
	Iteration 134Q: 3 clusters Score -7810680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -7810683.000000 Penalty: 5301.340820
	Iteration 135Q: 3 clusters Score -7810683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7810683.500000 Penalty: 5301.340820
	Iteration 136Q: 3 clusters Score -7810684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -7810676.500000 Penalty: 5301.340820
	Iteration 137Q: 3 clusters Score -7810676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -7810669.500000 Penalty: 5301.340820
	Iteration 138Q: 3 clusters Score -7810670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -7810672.500000 Penalty: 5301.340820
	Iteration 139Q: 3 clusters Score -7810672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -7810684.000000 Penalty: 5301.340820
	Iteration 140F: 3 clusters Score -7810684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -7810683.000000 Penalty: 5301.340820
	Iteration 141Q: 3 clusters Score -7810683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -7810682.000000 Penalty: 5301.340820
	Iteration 142Q: 3 clusters Score -7810682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -7810676.500000 Penalty: 5301.340820
	Iteration 143Q: 3 clusters Score -7810676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -7810675.500000 Penalty: 5301.340820
	Iteration 144Q: 3 clusters Score -7810676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -7810682.000000 Penalty: 5301.340820
	Iteration 145Q: 3 clusters Score -7810682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -7810695.500000 Penalty: 5301.340820
	Iteration 146Q: 3 clusters Score -7810696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -7810689.000000 Penalty: 5301.340820
	Iteration 147Q: 3 clusters Score -7810689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -7810678.000000 Penalty: 5301.340820
	Iteration 148Q: 3 clusters Score -7810678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -7810679.500000 Penalty: 5301.340820
	Iteration 149Q: 3 clusters Score -7810680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -7810686.000000 Penalty: 5301.340820
	Iteration 150Q: 3 clusters Score -7810686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -7810687.000000 Penalty: 5301.340820
	Iteration 151Q: 3 clusters Score -7810687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -7810686.000000 Penalty: 5301.340820
	Iteration 152Q: 3 clusters Score -7810686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -7810686.500000 Penalty: 5301.340820
	Iteration 153Q: 3 clusters Score -7810686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -7810685.000000 Penalty: 5301.340820
	Iteration 154Q: 3 clusters Score -7810685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -7810681.000000 Penalty: 5301.340820
	Iteration 155Q: 3 clusters Score -7810681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -7810680.500000 Penalty: 5301.340820
	Iteration 156Q: 3 clusters Score -7810680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -7810689.500000 Penalty: 5301.340820
	Iteration 157Q: 3 clusters Score -7810690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -7810694.000000 Penalty: 5301.340820
	Iteration 158Q: 3 clusters Score -7810694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -7810691.500000 Penalty: 5301.340820
	Iteration 159Q: 3 clusters Score -7810692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -7810695.500000 Penalty: 5301.340820
	Iteration 160F: 3 clusters Score -7810696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -7810689.000000 Penalty: 5301.340820
	Iteration 161Q: 3 clusters Score -7810689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -7810679.500000 Penalty: 5301.340820
	Iteration 162Q: 3 clusters Score -7810680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -7810675.000000 Penalty: 5301.340820
	Iteration 163Q: 3 clusters Score -7810675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -7810679.000000 Penalty: 5301.340820
	Iteration 164Q: 3 clusters Score -7810679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -7810681.500000 Penalty: 5301.340820
	Iteration 165Q: 3 clusters Score -7810682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -7810676.000000 Penalty: 5301.340820
	Iteration 166Q: 3 clusters Score -7810676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -7810674.500000 Penalty: 5301.340820
	Iteration 167Q: 3 clusters Score -7810674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -7810676.000000 Penalty: 5301.340820
	Iteration 168Q: 3 clusters Score -7810676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -7810678.000000 Penalty: 5301.340820
	Iteration 169Q: 3 clusters Score -7810678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7810680.000000 Penalty: 5301.340820
	Iteration 170Q: 3 clusters Score -7810680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -7810686.000000 Penalty: 5301.340820
	Iteration 171Q: 3 clusters Score -7810686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -7810688.500000 Penalty: 5301.340820
	Iteration 172Q: 3 clusters Score -7810688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -7810695.000000 Penalty: 5301.340820
	Iteration 173Q: 3 clusters Score -7810695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -7810690.000000 Penalty: 5301.340820
	Iteration 174Q: 3 clusters Score -7810690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -7810679.500000 Penalty: 5301.340820
	Iteration 175Q: 3 clusters Score -7810680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -7810688.000000 Penalty: 5301.340820
	Iteration 176Q: 3 clusters Score -7810688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -7810681.000000 Penalty: 5301.340820
	Iteration 177Q: 3 clusters Score -7810681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -7810688.000000 Penalty: 5301.340820
	Iteration 178Q: 3 clusters Score -7810688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -7810688.000000 Penalty: 5301.340820
	Iteration 179Q: 3 clusters Score -7810688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -7810696.500000 Penalty: 5301.340820
	Iteration 180F: 3 clusters Score -7810696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -7810696.000000 Penalty: 5301.340820
	Iteration 181Q: 3 clusters Score -7810696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -7810697.500000 Penalty: 5301.340820
	Iteration 182Q: 3 clusters Score -7810698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -7810695.500000 Penalty: 5301.340820
	Iteration 183Q: 3 clusters Score -7810696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -7810696.000000 Penalty: 5301.340820
	Iteration 184Q: 3 clusters Score -7810696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -7810692.000000 Penalty: 5301.340820
	Iteration 185Q: 3 clusters Score -7810692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -7810686.000000 Penalty: 5301.340820
	Iteration 186Q: 3 clusters Score -7810686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7810688.500000 Penalty: 5301.340820
	Iteration 187Q: 3 clusters Score -7810688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7810688.500000 Penalty: 5301.340820
	Iteration 188F: 3 clusters Score -7810688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 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 524 members 
Entering Unmasked Estep 
Score: -151680.562500 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151680.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152153.609375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152153.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152390.984375 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152552.921875 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152552.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152673.781250 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -152673.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152758.671875 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -152758.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152808.515625 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152808.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -152836.062500 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152836.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152864.468750 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152864.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152894.031250 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152941.093750 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -152941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152968.265625 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -152968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152982.046875 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -152982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152993.468750 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -152993.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -153013.578125 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -153013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153027.546875 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -153027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -153029.281250 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -153029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -153030.234375 Penalty: 3444.745361
	Iteration 17F: 3 clusters Score -153030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -153038.312500 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -153038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -153047.250000 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -153047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -153049.843750 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -153049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Entering Unmasked Estep 
Score: -10281626.000000 Penalty: 2716.308594
	Iteration 0F: 2 clusters Score -1.028163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -10251092.000000 Penalty: 5432.617188
	Iteration 0F: 3 clusters Score -1.025109e+07 nChanged 26549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -10266179.000000 Penalty: 5432.617188
	Iteration 1F: 3 clusters Score -1.026618e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -10266909.000000 Penalty: 5432.617188
	Iteration 2Q: 3 clusters Score -1.026691e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -10267904.000000 Penalty: 5432.617188
	Iteration 3Q: 3 clusters Score -1.02679e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -10269117.000000 Penalty: 5432.617188
	Iteration 4F: 3 clusters Score -1.026912e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -10270491.000000 Penalty: 5432.617188
	Iteration 5F: 3 clusters Score -1.027049e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -10272007.000000 Penalty: 5432.617188
	Iteration 6F: 3 clusters Score -1.027201e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -10273390.000000 Penalty: 5432.617188
	Iteration 7F: 3 clusters Score -1.027339e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -10274642.000000 Penalty: 5432.617188
	Iteration 8F: 3 clusters Score -1.027464e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -10275580.000000 Penalty: 5432.617188
	Iteration 9Q: 3 clusters Score -1.027558e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -10276092.000000 Penalty: 5432.617188
	Iteration 10Q: 3 clusters Score -1.027609e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -10276490.000000 Penalty: 5432.617188
	Iteration 11Q: 3 clusters Score -1.027649e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -10276754.000000 Penalty: 5432.617188
	Iteration 12Q: 3 clusters Score -1.027675e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -10277025.000000 Penalty: 5432.617188
	Iteration 13Q: 3 clusters Score -1.027702e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -10277474.000000 Penalty: 5432.617188
	Iteration 14Q: 3 clusters Score -1.027747e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -10277911.000000 Penalty: 5432.617188
	Iteration 15Q: 3 clusters Score -1.027791e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10278373.000000 Penalty: 5432.617188
	Iteration 16Q: 3 clusters Score -1.027837e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10278688.000000 Penalty: 5432.617188
	Iteration 17Q: 3 clusters Score -1.027869e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10278955.000000 Penalty: 5432.617188
	Iteration 18Q: 3 clusters Score -1.027896e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10279071.000000 Penalty: 5432.617188
	Iteration 19Q: 3 clusters Score -1.027907e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10279147.000000 Penalty: 5432.617188
	Iteration 20F: 3 clusters Score -1.027915e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10279179.000000 Penalty: 5432.617188
	Iteration 21Q: 3 clusters Score -1.027918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10279236.000000 Penalty: 5432.617188
	Iteration 22Q: 3 clusters Score -1.027924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10279255.000000 Penalty: 5432.617188
	Iteration 23Q: 3 clusters Score -1.027926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10279295.000000 Penalty: 5432.617188
	Iteration 24Q: 3 clusters Score -1.02793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10279323.000000 Penalty: 5432.617188
	Iteration 25Q: 3 clusters Score -1.027932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10279348.000000 Penalty: 5432.617188
	Iteration 26Q: 3 clusters Score -1.027935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10279344.000000 Penalty: 5432.617188
	Iteration 27Q: 3 clusters Score -1.027934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10279343.000000 Penalty: 5432.617188
	Iteration 28Q: 3 clusters Score -1.027934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10279343.000000 Penalty: 5432.617188
	Iteration 29Q: 3 clusters Score -1.027934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10279343.000000 Penalty: 5432.617188
	Iteration 30F: 3 clusters Score -1.027934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 23940 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16990 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39226 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 35057 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43209 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 15970 members 
Mstep: Class 20 contains 42335 members 
Mstep: Class 21 contains 16104 members 
Mstep: Class 22 contains 52085 members 
Mstep: Class 23 contains 50891 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45109 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 40091 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 48856 members 
Mstep: Class 30 contains 50454 members 
Mstep: Class 31 contains 24171 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37676 members 
Mstep: Class 34 contains 69035 members 
Mstep: Class 35 contains 39394 members 
Mstep: Class 36 contains 40829 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43835 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424320.000000 Penalty: 138191.531250
Iteration 399Q: 41 clusters Score -1.964243e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 23841 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16995 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39260 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 49380 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 22146 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 41989 members 
Mstep: Class 15 contains 35042 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43321 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 15898 members 
Mstep: Class 20 contains 42326 members 
Mstep: Class 21 contains 16105 members 
Mstep: Class 22 contains 52120 members 
Mstep: Class 23 contains 50898 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45099 members 
Mstep: Class 26 contains 19905 members 
Mstep: Class 27 contains 40083 members 
Mstep: Class 28 contains 41740 members 
Mstep: Class 29 contains 48839 members 
Mstep: Class 30 contains 50458 members 
Mstep: Class 31 contains 24174 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 37924 members 
Mstep: Class 34 contains 69052 members 
Mstep: Class 35 contains 39446 members 
Mstep: Class 36 contains 40727 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43834 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424624.000000 Penalty: 138191.531250
Iteration 400F: 41 clusters Score -1.964246e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 23743 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 17000 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39299 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 49353 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 22144 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 41835 members 
Mstep: Class 15 contains 35027 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43368 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 42326 members 
Mstep: Class 21 contains 16111 members 
Mstep: Class 22 contains 52149 members 
Mstep: Class 23 contains 50903 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45104 members 
Mstep: Class 26 contains 19896 members 
Mstep: Class 27 contains 40079 members 
Mstep: Class 28 contains 41744 members 
Mstep: Class 29 contains 48818 members 
Mstep: Class 30 contains 50470 members 
Mstep: Class 31 contains 24175 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 38205 members 
Mstep: Class 34 contains 69051 members 
Mstep: Class 35 contains 39503 members 
Mstep: Class 36 contains 40645 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43824 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424624.000000 Penalty: 138191.531250
Iteration 401Q: 41 clusters Score -1.964246e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 23683 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14037 members 
Mstep: Class 5 contains 17003 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39320 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 49332 members 
Mstep: Class 11 contains 10546 members 
Mstep: Class 12 contains 22153 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 41683 members 
Mstep: Class 15 contains 35010 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43415 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 15771 members 
Mstep: Class 20 contains 42322 members 
Mstep: Class 21 contains 16108 members 
Mstep: Class 22 contains 52180 members 
Mstep: Class 23 contains 50922 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45107 members 
Mstep: Class 26 contains 19887 members 
Mstep: Class 27 contains 40061 members 
Mstep: Class 28 contains 41747 members 
Mstep: Class 29 contains 48794 members 
Mstep: Class 30 contains 50458 members 
Mstep: Class 31 contains 24176 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 38497 members 
Mstep: Class 34 contains 69058 members 
Mstep: Class 35 contains 39546 members 
Mstep: Class 36 contains 40573 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43820 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424384.000000 Penalty: 138191.531250
Iteration 402Q: 41 clusters Score -1.964244e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 23645 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 17005 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39338 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 49306 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 22156 members 
Mstep: Class 13 contains 43624 members 
Mstep: Class 14 contains 41540 members 
Mstep: Class 15 contains 35006 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43487 members 
Mstep: Class 18 contains 11482 members 
Mstep: Class 19 contains 15721 members 
Mstep: Class 20 contains 42327 members 
Mstep: Class 21 contains 16102 members 
Mstep: Class 22 contains 52199 members 
Mstep: Class 23 contains 50933 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45104 members 
Mstep: Class 26 contains 19872 members 
Mstep: Class 27 contains 40054 members 
Mstep: Class 28 contains 41752 members 
Mstep: Class 29 contains 48766 members 
Mstep: Class 30 contains 50408 members 
Mstep: Class 31 contains 24179 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 38778 members 
Mstep: Class 34 contains 69066 members 
Mstep: Class 35 contains 39581 members 
Mstep: Class 36 contains 40482 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43829 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424048.000000 Penalty: 138191.531250
Iteration 403Q: 41 clusters Score -1.96424e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 23610 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 17011 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39352 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 49277 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 22152 members 
Mstep: Class 13 contains 43624 members 
Mstep: Class 14 contains 41406 members 
Mstep: Class 15 contains 34988 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43591 members 
Mstep: Class 18 contains 11477 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 42338 members 
Mstep: Class 21 contains 16107 members 
Mstep: Class 22 contains 52219 members 
Mstep: Class 23 contains 50938 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45090 members 
Mstep: Class 26 contains 19867 members 
Mstep: Class 27 contains 40048 members 
Mstep: Class 28 contains 41758 members 
Mstep: Class 29 contains 48743 members 
Mstep: Class 30 contains 50356 members 
Mstep: Class 31 contains 24182 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 39021 members 
Mstep: Class 34 contains 69078 members 
Mstep: Class 35 contains 39613 members 
Mstep: Class 36 contains 40378 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43842 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424064.000000 Penalty: 138191.531250
Iteration 404Q: 41 clusters Score -1.964241e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 23574 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14025 members 
Mstep: Class 5 contains 17019 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39378 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 49252 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 22141 members 
Mstep: Class 13 contains 43625 members 
Mstep: Class 14 contains 41265 members 
Mstep: Class 15 contains 34984 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43723 members 
Mstep: Class 18 contains 11476 members 
Mstep: Class 19 contains 15616 members 
Mstep: Class 20 contains 42332 members 
Mstep: Class 21 contains 16107 members 
Mstep: Class 22 contains 52241 members 
Mstep: Class 23 contains 50939 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45084 members 
Mstep: Class 26 contains 19866 members 
Mstep: Class 27 contains 40050 members 
Mstep: Class 28 contains 41756 members 
Mstep: Class 29 contains 48724 members 
Mstep: Class 30 contains 50301 members 
Mstep: Class 31 contains 24184 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 39233 members 
Mstep: Class 34 contains 69089 members 
Mstep: Class 35 contains 39651 members 
Mstep: Class 36 contains 40292 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43840 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423840.000000 Penalty: 138191.531250
Iteration 405Q: 41 clusters Score -1.964238e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 23523 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14026 members 
Mstep: Class 5 contains 17021 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39407 members 
Mstep: Class 9 contains 7238 members 
Mstep: Class 10 contains 49232 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 22135 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 41128 members 
Mstep: Class 15 contains 34981 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43845 members 
Mstep: Class 18 contains 11475 members 
Mstep: Class 19 contains 15548 members 
Mstep: Class 20 contains 42319 members 
Mstep: Class 21 contains 16106 members 
Mstep: Class 22 contains 52250 members 
Mstep: Class 23 contains 50948 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45097 members 
Mstep: Class 26 contains 19855 members 
Mstep: Class 27 contains 40046 members 
Mstep: Class 28 contains 41761 members 
Mstep: Class 29 contains 48716 members 
Mstep: Class 30 contains 50258 members 
Mstep: Class 31 contains 24187 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 39448 members 
Mstep: Class 34 contains 69098 members 
Mstep: Class 35 contains 39684 members 
Mstep: Class 36 contains 40216 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43830 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423872.000000 Penalty: 138191.531250
Iteration 406Q: 41 clusters Score -1.964239e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 23485 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14022 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39438 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 49211 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 22129 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 41014 members 
Mstep: Class 15 contains 34966 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 43952 members 
Mstep: Class 18 contains 11473 members 
Mstep: Class 19 contains 15468 members 
Mstep: Class 20 contains 42314 members 
Mstep: Class 21 contains 16114 members 
Mstep: Class 22 contains 52285 members 
Mstep: Class 23 contains 50956 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45089 members 
Mstep: Class 26 contains 19851 members 
Mstep: Class 27 contains 40050 members 
Mstep: Class 28 contains 41758 members 
Mstep: Class 29 contains 48712 members 
Mstep: Class 30 contains 50224 members 
Mstep: Class 31 contains 24192 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 39656 members 
Mstep: Class 34 contains 69091 members 
Mstep: Class 35 contains 39725 members 
Mstep: Class 36 contains 40116 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43822 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423776.000000 Penalty: 138191.531250
Iteration 407Q: 41 clusters Score -1.964238e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 23458 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 17022 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39465 members 
Mstep: Class 9 contains 7230 members 
Mstep: Class 10 contains 49192 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 22123 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 40883 members 
Mstep: Class 15 contains 34953 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44077 members 
Mstep: Class 18 contains 11469 members 
Mstep: Class 19 contains 15401 members 
Mstep: Class 20 contains 42292 members 
Mstep: Class 21 contains 16126 members 
Mstep: Class 22 contains 52327 members 
Mstep: Class 23 contains 50963 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45085 members 
Mstep: Class 26 contains 19852 members 
Mstep: Class 27 contains 40045 members 
Mstep: Class 28 contains 41765 members 
Mstep: Class 29 contains 48701 members 
Mstep: Class 30 contains 50183 members 
Mstep: Class 31 contains 24195 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 39893 members 
Mstep: Class 34 contains 69097 members 
Mstep: Class 35 contains 39760 members 
Mstep: Class 36 contains 39995 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43794 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423824.000000 Penalty: 138191.531250
Iteration 408Q: 41 clusters Score -1.964238e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 23426 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 17028 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39489 members 
Mstep: Class 9 contains 7228 members 
Mstep: Class 10 contains 49170 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 22126 members 
Mstep: Class 13 contains 43621 members 
Mstep: Class 14 contains 40782 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44141 members 
Mstep: Class 18 contains 11466 members 
Mstep: Class 19 contains 15323 members 
Mstep: Class 20 contains 42278 members 
Mstep: Class 21 contains 16138 members 
Mstep: Class 22 contains 52347 members 
Mstep: Class 23 contains 50957 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45097 members 
Mstep: Class 26 contains 19852 members 
Mstep: Class 27 contains 40040 members 
Mstep: Class 28 contains 41775 members 
Mstep: Class 29 contains 48690 members 
Mstep: Class 30 contains 50143 members 
Mstep: Class 31 contains 24197 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 40133 members 
Mstep: Class 34 contains 69114 members 
Mstep: Class 35 contains 39803 members 
Mstep: Class 36 contains 39904 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43764 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424080.000000 Penalty: 138191.531250
Iteration 409Q: 41 clusters Score -1.964241e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 23384 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 17034 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39521 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 49161 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 22122 members 
Mstep: Class 13 contains 43624 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 34923 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44206 members 
Mstep: Class 18 contains 11462 members 
Mstep: Class 19 contains 15233 members 
Mstep: Class 20 contains 42283 members 
Mstep: Class 21 contains 16152 members 
Mstep: Class 22 contains 52357 members 
Mstep: Class 23 contains 50952 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45116 members 
Mstep: Class 26 contains 19845 members 
Mstep: Class 27 contains 40039 members 
Mstep: Class 28 contains 41780 members 
Mstep: Class 29 contains 48672 members 
Mstep: Class 30 contains 50100 members 
Mstep: Class 31 contains 24202 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 40381 members 
Mstep: Class 34 contains 69131 members 
Mstep: Class 35 contains 39859 members 
Mstep: Class 36 contains 39807 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43735 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424144.000000 Penalty: 138191.531250
Iteration 410Q: 41 clusters Score -1.964241e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 23346 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 17040 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39564 members 
Mstep: Class 9 contains 7219 members 
Mstep: Class 10 contains 49157 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 22126 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 40575 members 
Mstep: Class 15 contains 34921 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44277 members 
Mstep: Class 18 contains 11458 members 
Mstep: Class 19 contains 15156 members 
Mstep: Class 20 contains 42262 members 
Mstep: Class 21 contains 16166 members 
Mstep: Class 22 contains 52372 members 
Mstep: Class 23 contains 50942 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45133 members 
Mstep: Class 26 contains 19840 members 
Mstep: Class 27 contains 40041 members 
Mstep: Class 28 contains 41786 members 
Mstep: Class 29 contains 48655 members 
Mstep: Class 30 contains 50069 members 
Mstep: Class 31 contains 24206 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 40602 members 
Mstep: Class 34 contains 69149 members 
Mstep: Class 35 contains 39904 members 
Mstep: Class 36 contains 39673 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43710 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424240.000000 Penalty: 138191.531250
Iteration 411Q: 41 clusters Score -1.964242e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 23304 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 17042 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39595 members 
Mstep: Class 9 contains 7219 members 
Mstep: Class 10 contains 49155 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 22121 members 
Mstep: Class 13 contains 43635 members 
Mstep: Class 14 contains 40490 members 
Mstep: Class 15 contains 34904 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44327 members 
Mstep: Class 18 contains 11456 members 
Mstep: Class 19 contains 15101 members 
Mstep: Class 20 contains 42261 members 
Mstep: Class 21 contains 16165 members 
Mstep: Class 22 contains 52401 members 
Mstep: Class 23 contains 50944 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45121 members 
Mstep: Class 26 contains 19833 members 
Mstep: Class 27 contains 40046 members 
Mstep: Class 28 contains 41795 members 
Mstep: Class 29 contains 48632 members 
Mstep: Class 30 contains 50057 members 
Mstep: Class 31 contains 24209 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 40826 members 
Mstep: Class 34 contains 69158 members 
Mstep: Class 35 contains 39948 members 
Mstep: Class 36 contains 39569 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 43669 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424176.000000 Penalty: 138191.531250
Iteration 412Q: 41 clusters Score -1.964242e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 23265 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 17043 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39607 members 
Mstep: Class 9 contains 7216 members 
Mstep: Class 10 contains 49149 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 22117 members 
Mstep: Class 13 contains 43636 members 
Mstep: Class 14 contains 40397 members 
Mstep: Class 15 contains 34887 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44343 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 15051 members 
Mstep: Class 20 contains 42263 members 
Mstep: Class 21 contains 16176 members 
Mstep: Class 22 contains 52445 members 
Mstep: Class 23 contains 50941 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45127 members 
Mstep: Class 26 contains 19825 members 
Mstep: Class 27 contains 40049 members 
Mstep: Class 28 contains 41799 members 
Mstep: Class 29 contains 48620 members 
Mstep: Class 30 contains 50067 members 
Mstep: Class 31 contains 24207 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 41038 members 
Mstep: Class 34 contains 69169 members 
Mstep: Class 35 contains 39995 members 
Mstep: Class 36 contains 39464 members 
Mstep: Class 37 contains 4897 members 
Mstep: Class 38 contains 43630 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424336.000000 Penalty: 138191.531250
Iteration 413Q: 41 clusters Score -1.964243e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 23225 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 17043 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39630 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 49147 members 
Mstep: Class 11 contains 10546 members 
Mstep: Class 12 contains 22118 members 
Mstep: Class 13 contains 43634 members 
Mstep: Class 14 contains 40327 members 
Mstep: Class 15 contains 34881 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44365 members 
Mstep: Class 18 contains 11444 members 
Mstep: Class 19 contains 15000 members 
Mstep: Class 20 contains 42272 members 
Mstep: Class 21 contains 16186 members 
Mstep: Class 22 contains 52477 members 
Mstep: Class 23 contains 50940 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45149 members 
Mstep: Class 26 contains 19820 members 
Mstep: Class 27 contains 40052 members 
Mstep: Class 28 contains 41799 members 
Mstep: Class 29 contains 48601 members 
Mstep: Class 30 contains 50061 members 
Mstep: Class 31 contains 24207 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 41221 members 
Mstep: Class 34 contains 69168 members 
Mstep: Class 35 contains 40037 members 
Mstep: Class 36 contains 39355 members 
Mstep: Class 37 contains 4897 members 
Mstep: Class 38 contains 43598 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424320.000000 Penalty: 138191.531250
Iteration 414Q: 41 clusters Score -1.964243e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 23203 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 17046 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39656 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 22123 members 
Mstep: Class 13 contains 43633 members 
Mstep: Class 14 contains 40228 members 
Mstep: Class 15 contains 34871 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44429 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 20 contains 42279 members 
Mstep: Class 21 contains 16194 members 
Mstep: Class 22 contains 52497 members 
Mstep: Class 23 contains 50940 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45165 members 
Mstep: Class 26 contains 19810 members 
Mstep: Class 27 contains 40075 members 
Mstep: Class 28 contains 41800 members 
Mstep: Class 29 contains 48590 members 
Mstep: Class 30 contains 50070 members 
Mstep: Class 31 contains 24208 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 41400 members 
Mstep: Class 34 contains 69160 members 
Mstep: Class 35 contains 40078 members 
Mstep: Class 36 contains 39222 members 
Mstep: Class 37 contains 4897 members 
Mstep: Class 38 contains 43561 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423936.000000 Penalty: 138191.531250
Iteration 415Q: 41 clusters Score -1.964239e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 23164 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39682 members 
Mstep: Class 9 contains 7206 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 22127 members 
Mstep: Class 13 contains 43631 members 
Mstep: Class 14 contains 40105 members 
Mstep: Class 15 contains 34865 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44520 members 
Mstep: Class 18 contains 11439 members 
Mstep: Class 19 contains 14882 members 
Mstep: Class 20 contains 42280 members 
Mstep: Class 21 contains 16206 members 
Mstep: Class 22 contains 52523 members 
Mstep: Class 23 contains 50941 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45157 members 
Mstep: Class 26 contains 19804 members 
Mstep: Class 27 contains 40096 members 
Mstep: Class 28 contains 41801 members 
Mstep: Class 29 contains 48580 members 
Mstep: Class 30 contains 50042 members 
Mstep: Class 31 contains 24206 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 41589 members 
Mstep: Class 34 contains 69173 members 
Mstep: Class 35 contains 40116 members 
Mstep: Class 36 contains 39109 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43524 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424064.000000 Penalty: 138191.531250
Iteration 416Q: 41 clusters Score -1.964241e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 23136 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17052 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39720 members 
Mstep: Class 9 contains 7201 members 
Mstep: Class 10 contains 49135 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22134 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 40019 members 
Mstep: Class 15 contains 34858 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44588 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 14818 members 
Mstep: Class 20 contains 42313 members 
Mstep: Class 21 contains 16214 members 
Mstep: Class 22 contains 52549 members 
Mstep: Class 23 contains 50930 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45143 members 
Mstep: Class 26 contains 19805 members 
Mstep: Class 27 contains 40113 members 
Mstep: Class 28 contains 41802 members 
Mstep: Class 29 contains 48573 members 
Mstep: Class 30 contains 50008 members 
Mstep: Class 31 contains 24208 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 41787 members 
Mstep: Class 34 contains 69168 members 
Mstep: Class 35 contains 40165 members 
Mstep: Class 36 contains 38977 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43485 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423888.000000 Penalty: 138191.531250
Iteration 417Q: 41 clusters Score -1.964239e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 23115 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17054 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39759 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 49133 members 
Mstep: Class 11 contains 10542 members 
Mstep: Class 12 contains 22131 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 39898 members 
Mstep: Class 15 contains 34841 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44711 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 42333 members 
Mstep: Class 21 contains 16217 members 
Mstep: Class 22 contains 52565 members 
Mstep: Class 23 contains 50926 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45141 members 
Mstep: Class 26 contains 19804 members 
Mstep: Class 27 contains 40131 members 
Mstep: Class 28 contains 41807 members 
Mstep: Class 29 contains 48556 members 
Mstep: Class 30 contains 49975 members 
Mstep: Class 31 contains 24210 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 41968 members 
Mstep: Class 34 contains 69173 members 
Mstep: Class 35 contains 40207 members 
Mstep: Class 36 contains 38844 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43454 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423696.000000 Penalty: 138191.531250
Iteration 418Q: 41 clusters Score -1.964237e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 23080 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 17052 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39796 members 
Mstep: Class 9 contains 7186 members 
Mstep: Class 10 contains 49124 members 
Mstep: Class 11 contains 10542 members 
Mstep: Class 12 contains 22138 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 39793 members 
Mstep: Class 15 contains 34834 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44793 members 
Mstep: Class 18 contains 11432 members 
Mstep: Class 19 contains 14704 members 
Mstep: Class 20 contains 42351 members 
Mstep: Class 21 contains 16225 members 
Mstep: Class 22 contains 52571 members 
Mstep: Class 23 contains 50936 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45134 members 
Mstep: Class 26 contains 19802 members 
Mstep: Class 27 contains 40156 members 
Mstep: Class 28 contains 41810 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 49944 members 
Mstep: Class 31 contains 24211 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 42157 members 
Mstep: Class 34 contains 69179 members 
Mstep: Class 35 contains 40228 members 
Mstep: Class 36 contains 38744 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43420 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423584.000000 Penalty: 138191.531250
Iteration 419Q: 41 clusters Score -1.964236e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 23057 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17053 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39821 members 
Mstep: Class 9 contains 7181 members 
Mstep: Class 10 contains 49121 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 22145 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 39693 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44927 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 14659 members 
Mstep: Class 20 contains 42388 members 
Mstep: Class 21 contains 16225 members 
Mstep: Class 22 contains 52583 members 
Mstep: Class 23 contains 50920 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45125 members 
Mstep: Class 26 contains 19798 members 
Mstep: Class 27 contains 40184 members 
Mstep: Class 28 contains 41813 members 
Mstep: Class 29 contains 48525 members 
Mstep: Class 30 contains 49912 members 
Mstep: Class 31 contains 24213 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 42282 members 
Mstep: Class 34 contains 69187 members 
Mstep: Class 35 contains 40258 members 
Mstep: Class 36 contains 38640 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 43400 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423840.000000 Penalty: 138191.531250
Iteration 420F: 41 clusters Score -1.964238e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 23034 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17053 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39853 members 
Mstep: Class 9 contains 7174 members 
Mstep: Class 10 contains 49116 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 22157 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 39572 members 
Mstep: Class 15 contains 34795 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45048 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 14609 members 
Mstep: Class 20 contains 42407 members 
Mstep: Class 21 contains 16231 members 
Mstep: Class 22 contains 52601 members 
Mstep: Class 23 contains 50910 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45128 members 
Mstep: Class 26 contains 19799 members 
Mstep: Class 27 contains 40214 members 
Mstep: Class 28 contains 41814 members 
Mstep: Class 29 contains 48504 members 
Mstep: Class 30 contains 49893 members 
Mstep: Class 31 contains 24217 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 42416 members 
Mstep: Class 34 contains 69196 members 
Mstep: Class 35 contains 40285 members 
Mstep: Class 36 contains 38520 members 
Mstep: Class 37 contains 4901 members 
Mstep: Class 38 contains 43380 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423888.000000 Penalty: 138191.531250
Iteration 421Q: 41 clusters Score -1.964239e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 23007 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39877 members 
Mstep: Class 9 contains 7169 members 
Mstep: Class 10 contains 49117 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 22158 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 39458 members 
Mstep: Class 15 contains 34778 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45203 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 14562 members 
Mstep: Class 20 contains 42418 members 
Mstep: Class 21 contains 16244 members 
Mstep: Class 22 contains 52618 members 
Mstep: Class 23 contains 50907 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45131 members 
Mstep: Class 26 contains 19801 members 
Mstep: Class 27 contains 40243 members 
Mstep: Class 28 contains 41818 members 
Mstep: Class 29 contains 48474 members 
Mstep: Class 30 contains 49894 members 
Mstep: Class 31 contains 24220 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 42513 members 
Mstep: Class 34 contains 69202 members 
Mstep: Class 35 contains 40320 members 
Mstep: Class 36 contains 38402 members 
Mstep: Class 37 contains 4900 members 
Mstep: Class 38 contains 43350 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423808.000000 Penalty: 138191.531250
Iteration 422Q: 41 clusters Score -1.964238e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 22994 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 17054 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39917 members 
Mstep: Class 9 contains 7165 members 
Mstep: Class 10 contains 49112 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 22157 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 39364 members 
Mstep: Class 15 contains 34767 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45317 members 
Mstep: Class 18 contains 11431 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 42429 members 
Mstep: Class 21 contains 16262 members 
Mstep: Class 22 contains 52644 members 
Mstep: Class 23 contains 50896 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45137 members 
Mstep: Class 26 contains 19808 members 
Mstep: Class 27 contains 40273 members 
Mstep: Class 28 contains 41820 members 
Mstep: Class 29 contains 48443 members 
Mstep: Class 30 contains 49859 members 
Mstep: Class 31 contains 24221 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 42622 members 
Mstep: Class 34 contains 69209 members 
Mstep: Class 35 contains 40353 members 
Mstep: Class 36 contains 38276 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43339 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423472.000000 Penalty: 138191.531250
Iteration 423Q: 41 clusters Score -1.964235e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 22978 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39959 members 
Mstep: Class 9 contains 7162 members 
Mstep: Class 10 contains 49105 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 22162 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 39256 members 
Mstep: Class 15 contains 34756 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45403 members 
Mstep: Class 18 contains 11430 members 
Mstep: Class 19 contains 14471 members 
Mstep: Class 20 contains 42439 members 
Mstep: Class 21 contains 16278 members 
Mstep: Class 22 contains 52650 members 
Mstep: Class 23 contains 50893 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45162 members 
Mstep: Class 26 contains 19815 members 
Mstep: Class 27 contains 40291 members 
Mstep: Class 28 contains 41829 members 
Mstep: Class 29 contains 48423 members 
Mstep: Class 30 contains 49840 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 42725 members 
Mstep: Class 34 contains 69215 members 
Mstep: Class 35 contains 40390 members 
Mstep: Class 36 contains 38152 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43321 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423712.000000 Penalty: 138191.531250
Iteration 424Q: 41 clusters Score -1.964237e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 39998 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 49104 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 22166 members 
Mstep: Class 13 contains 43629 members 
Mstep: Class 14 contains 39150 members 
Mstep: Class 15 contains 34757 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45490 members 
Mstep: Class 18 contains 11430 members 
Mstep: Class 19 contains 14438 members 
Mstep: Class 20 contains 42466 members 
Mstep: Class 21 contains 16284 members 
Mstep: Class 22 contains 52653 members 
Mstep: Class 23 contains 50897 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45153 members 
Mstep: Class 26 contains 19821 members 
Mstep: Class 27 contains 40303 members 
Mstep: Class 28 contains 41840 members 
Mstep: Class 29 contains 48419 members 
Mstep: Class 30 contains 49815 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 42812 members 
Mstep: Class 34 contains 69228 members 
Mstep: Class 35 contains 40426 members 
Mstep: Class 36 contains 38053 members 
Mstep: Class 37 contains 4903 members 
Mstep: Class 38 contains 43296 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423584.000000 Penalty: 138191.531250
Iteration 425Q: 41 clusters Score -1.964236e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 22957 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40045 members 
Mstep: Class 9 contains 7160 members 
Mstep: Class 10 contains 49095 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 43631 members 
Mstep: Class 14 contains 38999 members 
Mstep: Class 15 contains 34759 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45564 members 
Mstep: Class 18 contains 11430 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 42498 members 
Mstep: Class 21 contains 16300 members 
Mstep: Class 22 contains 52668 members 
Mstep: Class 23 contains 50883 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45164 members 
Mstep: Class 26 contains 19830 members 
Mstep: Class 27 contains 40306 members 
Mstep: Class 28 contains 41847 members 
Mstep: Class 29 contains 48409 members 
Mstep: Class 30 contains 49798 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42912 members 
Mstep: Class 34 contains 69248 members 
Mstep: Class 35 contains 40465 members 
Mstep: Class 36 contains 37961 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 43285 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423536.000000 Penalty: 138191.531250
Iteration 426Q: 41 clusters Score -1.964235e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 22951 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40080 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 49095 members 
Mstep: Class 11 contains 10545 members 
Mstep: Class 12 contains 22175 members 
Mstep: Class 13 contains 43631 members 
Mstep: Class 14 contains 38858 members 
Mstep: Class 15 contains 34758 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45672 members 
Mstep: Class 18 contains 11428 members 
Mstep: Class 19 contains 14351 members 
Mstep: Class 20 contains 42501 members 
Mstep: Class 21 contains 16308 members 
Mstep: Class 22 contains 52682 members 
Mstep: Class 23 contains 50864 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45164 members 
Mstep: Class 26 contains 19837 members 
Mstep: Class 27 contains 40314 members 
Mstep: Class 28 contains 41855 members 
Mstep: Class 29 contains 48405 members 
Mstep: Class 30 contains 49791 members 
Mstep: Class 31 contains 24226 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43002 members 
Mstep: Class 34 contains 69253 members 
Mstep: Class 35 contains 40484 members 
Mstep: Class 36 contains 37878 members 
Mstep: Class 37 contains 4904 members 
Mstep: Class 38 contains 43286 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423840.000000 Penalty: 138191.531250
Iteration 427Q: 41 clusters Score -1.964238e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 22931 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40108 members 
Mstep: Class 9 contains 7157 members 
Mstep: Class 10 contains 49096 members 
Mstep: Class 11 contains 10544 members 
Mstep: Class 12 contains 22178 members 
Mstep: Class 13 contains 43631 members 
Mstep: Class 14 contains 38747 members 
Mstep: Class 15 contains 34753 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45759 members 
Mstep: Class 18 contains 11427 members 
Mstep: Class 19 contains 14330 members 
Mstep: Class 20 contains 42503 members 
Mstep: Class 21 contains 16313 members 
Mstep: Class 22 contains 52676 members 
Mstep: Class 23 contains 50860 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45179 members 
Mstep: Class 26 contains 19850 members 
Mstep: Class 27 contains 40326 members 
Mstep: Class 28 contains 41858 members 
Mstep: Class 29 contains 48395 members 
Mstep: Class 30 contains 49791 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43061 members 
Mstep: Class 34 contains 69266 members 
Mstep: Class 35 contains 40498 members 
Mstep: Class 36 contains 37822 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43269 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424128.000000 Penalty: 138191.531250
Iteration 428Q: 41 clusters Score -1.964241e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 22911 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 17057 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40151 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 49098 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 22188 members 
Mstep: Class 13 contains 43633 members 
Mstep: Class 14 contains 38639 members 
Mstep: Class 15 contains 34750 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45843 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 42504 members 
Mstep: Class 21 contains 16318 members 
Mstep: Class 22 contains 52661 members 
Mstep: Class 23 contains 50862 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45203 members 
Mstep: Class 26 contains 19880 members 
Mstep: Class 27 contains 40331 members 
Mstep: Class 28 contains 41862 members 
Mstep: Class 29 contains 48391 members 
Mstep: Class 30 contains 49773 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43094 members 
Mstep: Class 34 contains 69273 members 
Mstep: Class 35 contains 40520 members 
Mstep: Class 36 contains 37791 members 
Mstep: Class 37 contains 4904 members 
Mstep: Class 38 contains 43252 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424000.000000 Penalty: 138191.531250
Iteration 429Q: 41 clusters Score -1.96424e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 22890 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14008 members 
Mstep: Class 5 contains 17059 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40184 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 49098 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 22187 members 
Mstep: Class 13 contains 43633 members 
Mstep: Class 14 contains 38527 members 
Mstep: Class 15 contains 34750 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45935 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 14243 members 
Mstep: Class 20 contains 42495 members 
Mstep: Class 21 contains 16328 members 
Mstep: Class 22 contains 52661 members 
Mstep: Class 23 contains 50856 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45242 members 
Mstep: Class 26 contains 19898 members 
Mstep: Class 27 contains 40330 members 
Mstep: Class 28 contains 41863 members 
Mstep: Class 29 contains 48393 members 
Mstep: Class 30 contains 49776 members 
Mstep: Class 31 contains 24231 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43128 members 
Mstep: Class 34 contains 69270 members 
Mstep: Class 35 contains 40536 members 
Mstep: Class 36 contains 37758 members 
Mstep: Class 37 contains 4905 members 
Mstep: Class 38 contains 43241 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424080.000000 Penalty: 138191.531250
Iteration 430Q: 41 clusters Score -1.964241e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 17059 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 7146 members 
Mstep: Class 10 contains 49094 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 22188 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 38421 members 
Mstep: Class 15 contains 34765 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46028 members 
Mstep: Class 18 contains 11432 members 
Mstep: Class 19 contains 14179 members 
Mstep: Class 20 contains 42502 members 
Mstep: Class 21 contains 16337 members 
Mstep: Class 22 contains 52664 members 
Mstep: Class 23 contains 50843 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45272 members 
Mstep: Class 26 contains 19918 members 
Mstep: Class 27 contains 40331 members 
Mstep: Class 28 contains 41866 members 
Mstep: Class 29 contains 48381 members 
Mstep: Class 30 contains 49751 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43173 members 
Mstep: Class 34 contains 69269 members 
Mstep: Class 35 contains 40566 members 
Mstep: Class 36 contains 37723 members 
Mstep: Class 37 contains 4906 members 
Mstep: Class 38 contains 43241 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424016.000000 Penalty: 138191.531250
Iteration 431Q: 41 clusters Score -1.96424e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22850 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14015 members 
Mstep: Class 5 contains 17056 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40244 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 10 contains 49094 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 22187 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 38326 members 
Mstep: Class 15 contains 34757 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 14114 members 
Mstep: Class 20 contains 42509 members 
Mstep: Class 21 contains 16342 members 
Mstep: Class 22 contains 52638 members 
Mstep: Class 23 contains 50829 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45324 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 40349 members 
Mstep: Class 28 contains 41866 members 
Mstep: Class 29 contains 48359 members 
Mstep: Class 30 contains 49754 members 
Mstep: Class 31 contains 24235 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43208 members 
Mstep: Class 34 contains 69289 members 
Mstep: Class 35 contains 40588 members 
Mstep: Class 36 contains 37690 members 
Mstep: Class 37 contains 4908 members 
Mstep: Class 38 contains 43246 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424112.000000 Penalty: 138191.531250
Iteration 432Q: 41 clusters Score -1.964241e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 22834 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17057 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40286 members 
Mstep: Class 9 contains 7140 members 
Mstep: Class 10 contains 49090 members 
Mstep: Class 11 contains 10546 members 
Mstep: Class 12 contains 22196 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 38256 members 
Mstep: Class 15 contains 34746 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46195 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 14045 members 
Mstep: Class 20 contains 42520 members 
Mstep: Class 21 contains 16347 members 
Mstep: Class 22 contains 52626 members 
Mstep: Class 23 contains 50831 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45346 members 
Mstep: Class 26 contains 19937 members 
Mstep: Class 27 contains 40343 members 
Mstep: Class 28 contains 41866 members 
Mstep: Class 29 contains 48341 members 
Mstep: Class 30 contains 49765 members 
Mstep: Class 31 contains 24238 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43233 members 
Mstep: Class 34 contains 69304 members 
Mstep: Class 35 contains 40620 members 
Mstep: Class 36 contains 37628 members 
Mstep: Class 37 contains 4909 members 
Mstep: Class 38 contains 43233 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424336.000000 Penalty: 138191.531250
Iteration 433Q: 41 clusters Score -1.964243e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22823 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 17059 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40326 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 49081 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22198 members 
Mstep: Class 13 contains 43629 members 
Mstep: Class 14 contains 38183 members 
Mstep: Class 15 contains 34736 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46280 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 13971 members 
Mstep: Class 20 contains 42533 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 52635 members 
Mstep: Class 23 contains 50826 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45374 members 
Mstep: Class 26 contains 19948 members 
Mstep: Class 27 contains 40352 members 
Mstep: Class 28 contains 41867 members 
Mstep: Class 29 contains 48326 members 
Mstep: Class 30 contains 49782 members 
Mstep: Class 31 contains 24242 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43228 members 
Mstep: Class 34 contains 69319 members 
Mstep: Class 35 contains 40649 members 
Mstep: Class 36 contains 37596 members 
Mstep: Class 37 contains 4909 members 
Mstep: Class 38 contains 43213 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424320.000000 Penalty: 138191.531250
Iteration 434Q: 41 clusters Score -1.964243e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 22813 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 17057 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40336 members 
Mstep: Class 9 contains 7138 members 
Mstep: Class 10 contains 49085 members 
Mstep: Class 11 contains 10541 members 
Mstep: Class 12 contains 22201 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 38117 members 
Mstep: Class 15 contains 34716 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46356 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 13914 members 
Mstep: Class 20 contains 42548 members 
Mstep: Class 21 contains 16370 members 
Mstep: Class 22 contains 52621 members 
Mstep: Class 23 contains 50822 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45389 members 
Mstep: Class 26 contains 19953 members 
Mstep: Class 27 contains 40371 members 
Mstep: Class 28 contains 41871 members 
Mstep: Class 29 contains 48314 members 
Mstep: Class 30 contains 49778 members 
Mstep: Class 31 contains 24243 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43228 members 
Mstep: Class 34 contains 69327 members 
Mstep: Class 35 contains 40669 members 
Mstep: Class 36 contains 37601 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43208 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424272.000000 Penalty: 138191.531250
Iteration 435Q: 41 clusters Score -1.964243e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 22800 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17062 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40361 members 
Mstep: Class 9 contains 7137 members 
Mstep: Class 10 contains 49084 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22207 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 38053 members 
Mstep: Class 15 contains 34704 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46407 members 
Mstep: Class 18 contains 11437 members 
Mstep: Class 19 contains 13861 members 
Mstep: Class 20 contains 42556 members 
Mstep: Class 21 contains 16382 members 
Mstep: Class 22 contains 52620 members 
Mstep: Class 23 contains 50817 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45406 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 40386 members 
Mstep: Class 28 contains 41875 members 
Mstep: Class 29 contains 48299 members 
Mstep: Class 30 contains 49760 members 
Mstep: Class 31 contains 24245 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43220 members 
Mstep: Class 34 contains 69338 members 
Mstep: Class 35 contains 40702 members 
Mstep: Class 36 contains 37597 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43210 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424288.000000 Penalty: 138191.531250
Iteration 436Q: 41 clusters Score -1.964243e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 22794 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 17062 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40394 members 
Mstep: Class 9 contains 7133 members 
Mstep: Class 10 contains 49084 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 22216 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 37962 members 
Mstep: Class 15 contains 34694 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46480 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 13812 members 
Mstep: Class 20 contains 42556 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 52608 members 
Mstep: Class 23 contains 50819 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45407 members 
Mstep: Class 26 contains 19968 members 
Mstep: Class 27 contains 40405 members 
Mstep: Class 28 contains 41876 members 
Mstep: Class 29 contains 48277 members 
Mstep: Class 30 contains 49761 members 
Mstep: Class 31 contains 24245 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43215 members 
Mstep: Class 34 contains 69333 members 
Mstep: Class 35 contains 40727 members 
Mstep: Class 36 contains 37626 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43215 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424160.000000 Penalty: 138191.531250
Iteration 437Q: 41 clusters Score -1.964242e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 22785 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14015 members 
Mstep: Class 5 contains 17062 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40442 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 49083 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22219 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 37893 members 
Mstep: Class 15 contains 34691 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46545 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 13767 members 
Mstep: Class 20 contains 42565 members 
Mstep: Class 21 contains 16389 members 
Mstep: Class 22 contains 52600 members 
Mstep: Class 23 contains 50803 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45413 members 
Mstep: Class 26 contains 19968 members 
Mstep: Class 27 contains 40418 members 
Mstep: Class 28 contains 41879 members 
Mstep: Class 29 contains 48251 members 
Mstep: Class 30 contains 49774 members 
Mstep: Class 31 contains 24242 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43220 members 
Mstep: Class 34 contains 69332 members 
Mstep: Class 35 contains 40738 members 
Mstep: Class 36 contains 37628 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43216 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424064.000000 Penalty: 138191.531250
Iteration 438Q: 41 clusters Score -1.964241e+08 nChanged 973
Entering ConstructFrom: 
Score: -196424064.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Entering Unmasked Estep 
Score: -2656893.000000 Penalty: 2383.891846
	Iteration 0F: 2 clusters Score -2656893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2646138.500000 Penalty: 4767.783691
	Iteration 0F: 3 clusters Score -2646138 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2649476.500000 Penalty: 4767.783691
	Iteration 1F: 3 clusters Score -2649476 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2649900.500000 Penalty: 4767.783691
	Iteration 2F: 3 clusters Score -2649900 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2650259.000000 Penalty: 4767.783691
	Iteration 3F: 3 clusters Score -2650259 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2650643.750000 Penalty: 4767.783691
	Iteration 4F: 3 clusters Score -2650644 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2651074.250000 Penalty: 4767.783691
	Iteration 5F: 3 clusters Score -2651074 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2651577.250000 Penalty: 4767.783691
	Iteration 6F: 3 clusters Score -2651577 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2652215.750000 Penalty: 4767.783691
	Iteration 7F: 3 clusters Score -2652216 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2652928.250000 Penalty: 4767.783691
	Iteration 8F: 3 clusters Score -2652928 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2653547.500000 Penalty: 4767.783691
	Iteration 9F: 3 clusters Score -2653548 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2654037.250000 Penalty: 4767.783691
	Iteration 10Q: 3 clusters Score -2654037 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2654329.750000 Penalty: 4767.783691
	Iteration 11Q: 3 clusters Score -2654330 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2654563.500000 Penalty: 4767.783691
	Iteration 12Q: 3 clusters Score -2654564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2654721.000000 Penalty: 4767.783691
	Iteration 13Q: 3 clusters Score -2654721 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2654841.000000 Penalty: 4767.783691
	Iteration 14Q: 3 clusters Score -2654841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2654907.500000 Penalty: 4767.783691
	Iteration 15Q: 3 clusters Score -2654908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2654937.750000 Penalty: 4767.783691
	Iteration 16Q: 3 clusters Score -2654938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2654953.750000 Penalty: 4767.783691
	Iteration 17Q: 3 clusters Score -2654954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2654961.750000 Penalty: 4767.783691
	Iteration 18Q: 3 clusters Score -2654962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2654976.250000 Penalty: 4767.783691
	Iteration 19Q: 3 clusters Score -2654976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2654984.000000 Penalty: 4767.783691
	Iteration 20F: 3 clusters Score -2654984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2654995.500000 Penalty: 4767.783691
	Iteration 21Q: 3 clusters Score -2654996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2654995.500000 Penalty: 4767.783691
	Iteration 22Q: 3 clusters Score -2654996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2655001.500000 Penalty: 4767.783691
	Iteration 23Q: 3 clusters Score -2655002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2655000.250000 Penalty: 4767.783691
	Iteration 24Q: 3 clusters Score -2655000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2655000.250000 Penalty: 4767.783691
	Iteration 25F: 3 clusters Score -2655000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Entering Unmasked Estep 
Score: -4127584.500000 Penalty: 2488.298828
	Iteration 0F: 2 clusters Score -4127584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -4111777.000000 Penalty: 4976.597656
	Iteration 0F: 3 clusters Score -4111777 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4117089.000000 Penalty: 4976.597656
	Iteration 1F: 3 clusters Score -4117089 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4117449.000000 Penalty: 4976.597656
	Iteration 2Q: 3 clusters Score -4117449 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4117692.000000 Penalty: 4976.597656
	Iteration 3Q: 3 clusters Score -4117692 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4117883.000000 Penalty: 4976.597656
	Iteration 4Q: 3 clusters Score -4117883 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4118033.500000 Penalty: 4976.597656
	Iteration 5Q: 3 clusters Score -4118034 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4118154.500000 Penalty: 4976.597656
	Iteration 6Q: 3 clusters Score -4118154 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4118276.500000 Penalty: 4976.597656
	Iteration 7Q: 3 clusters Score -4118276 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -4118435.000000 Penalty: 4976.597656
	Iteration 8Q: 3 clusters Score -4118435 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4118617.250000 Penalty: 4976.597656
	Iteration 9Q: 3 clusters Score -4118617 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -4118885.000000 Penalty: 4976.597656
	Iteration 10Q: 3 clusters Score -4118885 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4119251.500000 Penalty: 4976.597656
	Iteration 11Q: 3 clusters Score -4119252 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4119773.750000 Penalty: 4976.597656
	Iteration 12Q: 3 clusters Score -4119774 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4120555.750000 Penalty: 4976.597656
	Iteration 13F: 3 clusters Score -4120556 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4121636.500000 Penalty: 4976.597656
	Iteration 14F: 3 clusters Score -4121636 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4122808.500000 Penalty: 4976.597656
	Iteration 15F: 3 clusters Score -4122808 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4123930.000000 Penalty: 4976.597656
	Iteration 16F: 3 clusters Score -4123930 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4124653.750000 Penalty: 4976.597656
	Iteration 17Q: 3 clusters Score -4124654 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4125012.750000 Penalty: 4976.597656
	Iteration 18Q: 3 clusters Score -4125013 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4125200.250000 Penalty: 4976.597656
	Iteration 19Q: 3 clusters Score -4125200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4125286.250000 Penalty: 4976.597656
	Iteration 20F: 3 clusters Score -4125286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4125342.250000 Penalty: 4976.597656
	Iteration 21Q: 3 clusters Score -4125342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4125374.750000 Penalty: 4976.597656
	Iteration 22Q: 3 clusters Score -4125375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4125393.500000 Penalty: 4976.597656
	Iteration 23Q: 3 clusters Score -4125394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4125413.500000 Penalty: 4976.597656
	Iteration 24Q: 3 clusters Score -4125414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4125419.000000 Penalty: 4976.597656
	Iteration 25Q: 3 clusters Score -4125419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4125433.000000 Penalty: 4976.597656
	Iteration 26Q: 3 clusters Score -4125433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4125434.500000 Penalty: 4976.597656
	Iteration 27Q: 3 clusters Score -4125434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4125439.500000 Penalty: 4976.597656
	Iteration 28Q: 3 clusters Score -4125440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4125438.750000 Penalty: 4976.597656
	Iteration 29Q: 3 clusters Score -4125439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4125440.500000 Penalty: 4976.597656
	Iteration 30Q: 3 clusters Score -4125440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4125440.500000 Penalty: 4976.597656
	Iteration 31F: 3 clusters Score -4125440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -348386.281250 Penalty: 1901.223022
	Iteration 0F: 2 clusters Score -348386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -345656.250000 Penalty: 3802.446045
	Iteration 0F: 3 clusters Score -345656.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -346271.437500 Penalty: 3802.446045
	Iteration 1F: 3 clusters Score -346271.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -346586.312500 Penalty: 3802.446045
	Iteration 2F: 3 clusters Score -346586.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -346851.750000 Penalty: 3802.446045
	Iteration 3F: 3 clusters Score -346851.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -347086.062500 Penalty: 3802.446045
	Iteration 4F: 3 clusters Score -347086.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -347292.906250 Penalty: 3802.446045
	Iteration 5F: 3 clusters Score -347292.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -347412.562500 Penalty: 3802.446045
	Iteration 6Q: 3 clusters Score -347412.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -347483.250000 Penalty: 3802.446045
	Iteration 7Q: 3 clusters Score -347483.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -347529.812500 Penalty: 3802.446045
	Iteration 8Q: 3 clusters Score -347529.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -347550.437500 Penalty: 3802.446045
	Iteration 9Q: 3 clusters Score -347550.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -347567.937500 Penalty: 3802.446045
	Iteration 10Q: 3 clusters Score -347567.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -347590.781250 Penalty: 3802.446045
	Iteration 11Q: 3 clusters Score -347590.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -347612.468750 Penalty: 3802.446045
	Iteration 12Q: 3 clusters Score -347612.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -347629.250000 Penalty: 3802.446045
	Iteration 13Q: 3 clusters Score -347629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -347642.406250 Penalty: 3802.446045
	Iteration 14Q: 3 clusters Score -347642.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -347659.906250 Penalty: 3802.446045
	Iteration 15Q: 3 clusters Score -347659.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -347675.312500 Penalty: 3802.446045
	Iteration 16Q: 3 clusters Score -347675.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -347684.968750 Penalty: 3802.446045
	Iteration 17Q: 3 clusters Score -347685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -347691.062500 Penalty: 3802.446045
	Iteration 18Q: 3 clusters Score -347691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -347693.750000 Penalty: 3802.446045
	Iteration 19Q: 3 clusters Score -347693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -347701.656250 Penalty: 3802.446045
	Iteration 20F: 3 clusters Score -347701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -347708.187500 Penalty: 3802.446045
	Iteration 21Q: 3 clusters Score -347708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -347708.656250 Penalty: 3802.446045
	Iteration 22Q: 3 clusters Score -347708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -347710.031250 Penalty: 3802.446045
	Iteration 23Q: 3 clusters Score -347710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -347710.281250 Penalty: 3802.446045
	Iteration 24Q: 3 clusters Score -347710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -347711.656250 Penalty: 3802.446045
	Iteration 25Q: 3 clusters Score -347711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -347712.812500 Penalty: 3802.446045
	Iteration 26Q: 3 clusters Score -347712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -347713.843750 Penalty: 3802.446045
	Iteration 27Q: 3 clusters Score -347713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -347713.812500 Penalty: 3802.446045
	Iteration 28Q: 3 clusters Score -347713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -347715.531250 Penalty: 3802.446045
	Iteration 29Q: 3 clusters Score -347715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -347717.906250 Penalty: 3802.446045
	Iteration 30Q: 3 clusters Score -347717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -347720.718750 Penalty: 3802.446045
	Iteration 31Q: 3 clusters Score -347720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -347721.687500 Penalty: 3802.446045
	Iteration 32Q: 3 clusters Score -347721.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -347721.687500 Penalty: 3802.446045
	Iteration 33F: 3 clusters Score -347721.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Entering Unmasked Estep 
Score: -2484062.000000 Penalty: 2367.857422
	Iteration 0F: 2 clusters Score -2484062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2473831.250000 Penalty: 4735.714844
	Iteration 0F: 3 clusters Score -2473831 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2477020.000000 Penalty: 4735.714844
	Iteration 1F: 3 clusters Score -2477020 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2477392.500000 Penalty: 4735.714844
	Iteration 2F: 3 clusters Score -2477392 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2477738.000000 Penalty: 4735.714844
	Iteration 3F: 3 clusters Score -2477738 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2478046.250000 Penalty: 4735.714844
	Iteration 4Q: 3 clusters Score -2478046 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2478368.000000 Penalty: 4735.714844
	Iteration 5Q: 3 clusters Score -2478368 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2478717.500000 Penalty: 4735.714844
	Iteration 6Q: 3 clusters Score -2478718 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2479192.750000 Penalty: 4735.714844
	Iteration 7F: 3 clusters Score -2479193 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2479728.000000 Penalty: 4735.714844
	Iteration 8F: 3 clusters Score -2479728 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2480323.500000 Penalty: 4735.714844
	Iteration 9F: 3 clusters Score -2480324 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2480897.250000 Penalty: 4735.714844
	Iteration 10Q: 3 clusters Score -2480897 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2481353.500000 Penalty: 4735.714844
	Iteration 11Q: 3 clusters Score -2481354 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2481698.000000 Penalty: 4735.714844
	Iteration 12Q: 3 clusters Score -2481698 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2481947.250000 Penalty: 4735.714844
	Iteration 13Q: 3 clusters Score -2481947 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2482114.000000 Penalty: 4735.714844
	Iteration 14Q: 3 clusters Score -2482114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2482194.500000 Penalty: 4735.714844
	Iteration 15Q: 3 clusters Score -2482194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2482251.250000 Penalty: 4735.714844
	Iteration 16Q: 3 clusters Score -2482251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2482291.500000 Penalty: 4735.714844
	Iteration 17Q: 3 clusters Score -2482292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2482317.500000 Penalty: 4735.714844
	Iteration 18Q: 3 clusters Score -2482318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2482342.750000 Penalty: 4735.714844
	Iteration 19Q: 3 clusters Score -2482343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2482360.750000 Penalty: 4735.714844
	Iteration 20F: 3 clusters Score -2482361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2482366.500000 Penalty: 4735.714844
	Iteration 21Q: 3 clusters Score -2482366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2482380.500000 Penalty: 4735.714844
	Iteration 22Q: 3 clusters Score -2482380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2482388.250000 Penalty: 4735.714844
	Iteration 23Q: 3 clusters Score -2482388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2482393.250000 Penalty: 4735.714844
	Iteration 24Q: 3 clusters Score -2482393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2482397.500000 Penalty: 4735.714844
	Iteration 25Q: 3 clusters Score -2482398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2482404.250000 Penalty: 4735.714844
	Iteration 26Q: 3 clusters Score -2482404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2482409.250000 Penalty: 4735.714844
	Iteration 27Q: 3 clusters Score -2482409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2482409.250000 Penalty: 4735.714844
	Iteration 28F: 3 clusters Score -2482409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -3002894.250000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -3002894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2990705.500000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -2990706 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2994757.000000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -2994757 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2995247.500000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -2995248 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2995751.500000 Penalty: 4833.384277
	Iteration 3F: 3 clusters Score -2995752 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2996300.750000 Penalty: 4833.384277
	Iteration 4F: 3 clusters Score -2996301 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2996821.500000 Penalty: 4833.384277
	Iteration 5F: 3 clusters Score -2996822 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2997362.500000 Penalty: 4833.384277
	Iteration 6F: 3 clusters Score -2997362 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2997940.250000 Penalty: 4833.384277
	Iteration 7F: 3 clusters Score -2997940 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2998461.250000 Penalty: 4833.384277
	Iteration 8F: 3 clusters Score -2998461 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2998908.750000 Penalty: 4833.384277
	Iteration 9Q: 3 clusters Score -2998909 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2999241.250000 Penalty: 4833.384277
	Iteration 10Q: 3 clusters Score -2999241 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2999536.000000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -2999536 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2999813.000000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -2999813 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3000051.750000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -3000052 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3000277.500000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -3000278 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3000538.000000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -3000538 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3000769.000000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -3000769 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3000962.000000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -3000962 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3001137.750000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -3001138 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3001297.500000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -3001298 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3001412.250000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -3001412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3001505.250000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -3001505 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3001559.500000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -3001560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3001612.500000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -3001612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3001647.000000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -3001647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3001660.750000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -3001661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3001671.500000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -3001672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3001676.250000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -3001676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3001690.000000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -3001690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3001702.750000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -3001703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3001718.750000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -3001719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3001729.500000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -3001730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3001732.250000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -3001732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3001739.250000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -3001739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3001741.750000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -3001742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3001743.750000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -3001744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3001747.750000 Penalty: 4833.384277
	Iteration 36Q: 3 clusters Score -3001748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3001752.250000 Penalty: 4833.384277
	Iteration 37Q: 3 clusters Score -3001752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3001751.750000 Penalty: 4833.384277
	Iteration 38Q: 3 clusters Score -3001752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3001752.750000 Penalty: 4833.384277
	Iteration 39Q: 3 clusters Score -3001753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3001754.250000 Penalty: 4833.384277
	Iteration 40F: 3 clusters Score -3001754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3001757.750000 Penalty: 4833.384277
	Iteration 41Q: 3 clusters Score -3001758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3001757.750000 Penalty: 4833.384277
	Iteration 42F: 3 clusters Score -3001758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124182.648438 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124182.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125006.625000 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -125006.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125445.382812 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125445.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -125620.000000 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -125722.210938 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -125722.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -125823.500000 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -125823.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125878.789062 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -125878.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125911.578125 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -125911.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -125947.140625 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -125947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125997.375000 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -125997.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -126047.398438 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -126047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126102.328125 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126102.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -126149.484375 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126149.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126204.523438 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126245.421875 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -126245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126273.320312 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -126273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126313.703125 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -126313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126343.992188 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -126344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126376.148438 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -126376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126417.867188 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -126417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126468.085938 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -126468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126562.039062 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -126562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126656.281250 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -126656.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126733.437500 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -126733.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126766.007812 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -126766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -126775.226562 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -126775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -126782.515625 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -126782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126785.726562 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -126785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126786.812500 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -126786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126792.906250 Penalty: 3449.500977
	Iteration 29Q: 3 clusters Score -126792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -126797.882812 Penalty: 3449.500977
	Iteration 30Q: 3 clusters Score -126797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126800.257812 Penalty: 3449.500977
	Iteration 31Q: 3 clusters Score -126800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126800.257812 Penalty: 3449.500977
	Iteration 32F: 3 clusters Score -126800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22776 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17064 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40481 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 49082 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22217 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 37828 members 
Mstep: Class 15 contains 34683 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 42563 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 52618 members 
Mstep: Class 23 contains 50785 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45429 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 40431 members 
Mstep: Class 28 contains 41881 members 
Mstep: Class 29 contains 48235 members 
Mstep: Class 30 contains 49800 members 
Mstep: Class 31 contains 24238 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43222 members 
Mstep: Class 34 contains 69310 members 
Mstep: Class 35 contains 40761 members 
Mstep: Class 36 contains 37624 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43214 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57189 members 
Mstep: Class 41 contains 525 members 
Entering Unmasked Estep 
Score: -196422880.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196424064.000000 to -196422880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -93649.437500 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -93649.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92111.281250 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -92111.28 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92561.031250 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -92561.03 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92794.546875 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -92794.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92903.835938 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -92903.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92956.296875 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -92956.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93042.539062 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -93042.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -93172.187500 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -93172.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -93319.632812 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -93319.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93442.492188 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -93442.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -93533.156250 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -93533.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93616.601562 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -93616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93667.718750 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -93667.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93693.640625 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -93693.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93730.937500 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -93730.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93740.320312 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -93740.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93761.726562 Penalty: 3203.335693
	Iteration 15F: 3 clusters Score -93761.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93854.414062 Penalty: 3203.335693
	Iteration 16Q: 3 clusters Score -93854.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93972.367188 Penalty: 3203.335693
	Iteration 17Q: 3 clusters Score -93972.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94036.500000 Penalty: 3203.335693
	Iteration 18Q: 3 clusters Score -94036.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94095.125000 Penalty: 3203.335693
	Iteration 19Q: 3 clusters Score -94095.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -94125.031250 Penalty: 3203.335693
	Iteration 20F: 3 clusters Score -94125.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -94141.507812 Penalty: 3203.335693
	Iteration 21Q: 3 clusters Score -94141.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94149.335938 Penalty: 3203.335693
	Iteration 22Q: 3 clusters Score -94149.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94151.140625 Penalty: 3203.335693
	Iteration 23Q: 3 clusters Score -94151.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94151.140625 Penalty: 3203.335693
	Iteration 24F: 3 clusters Score -94151.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22776 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17064 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 40481 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 49082 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22217 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 37828 members 
Mstep: Class 15 contains 34683 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 42563 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 52618 members 
Mstep: Class 23 contains 50785 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45429 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 40431 members 
Mstep: Class 28 contains 41881 members 
Mstep: Class 29 contains 48235 members 
Mstep: Class 30 contains 49800 members 
Mstep: Class 31 contains 24238 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43222 members 
Mstep: Class 34 contains 69310 members 
Mstep: Class 35 contains 40761 members 
Mstep: Class 36 contains 37624 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43214 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57189 members 
Mstep: Class 41 contains 366 members 
Entering Unmasked Estep 
Score: -196422288.000000 Penalty: 141646.312500
Splitting cluster 7 changes total score from -196424064.000000 to -196422288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (40481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Entering Unmasked Estep 
Score: -7258844.500000 Penalty: 2630.929932
	Iteration 0F: 2 clusters Score -7258844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -7231966.000000 Penalty: 5261.859863
	Iteration 0F: 3 clusters Score -7231966 nChanged 18356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7241882.000000 Penalty: 5261.859863
	Iteration 1F: 3 clusters Score -7241882 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -7242522.000000 Penalty: 5261.859863
	Iteration 2Q: 3 clusters Score -7242522 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -7243171.500000 Penalty: 5261.859863
	Iteration 3Q: 3 clusters Score -7243172 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -7243904.500000 Penalty: 5261.859863
	Iteration 4Q: 3 clusters Score -7243904 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -7244795.000000 Penalty: 5261.859863
	Iteration 5Q: 3 clusters Score -7244795 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -7245963.000000 Penalty: 5261.859863
	Iteration 6F: 3 clusters Score -7245963 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -7247448.500000 Penalty: 5261.859863
	Iteration 7F: 3 clusters Score -7247448 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -7249191.000000 Penalty: 5261.859863
	Iteration 8F: 3 clusters Score -7249191 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -7250905.000000 Penalty: 5261.859863
	Iteration 9F: 3 clusters Score -7250905 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -7252113.500000 Penalty: 5261.859863
	Iteration 10Q: 3 clusters Score -7252114 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -7252731.500000 Penalty: 5261.859863
	Iteration 11Q: 3 clusters Score -7252732 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -7253137.000000 Penalty: 5261.859863
	Iteration 12Q: 3 clusters Score -7253137 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -7253480.000000 Penalty: 5261.859863
	Iteration 13Q: 3 clusters Score -7253480 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7253784.500000 Penalty: 5261.859863
	Iteration 14Q: 3 clusters Score -7253784 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -7254139.500000 Penalty: 5261.859863
	Iteration 15Q: 3 clusters Score -7254140 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -7254462.000000 Penalty: 5261.859863
	Iteration 16Q: 3 clusters Score -7254462 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -7254710.500000 Penalty: 5261.859863
	Iteration 17Q: 3 clusters Score -7254710 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -7254943.500000 Penalty: 5261.859863
	Iteration 18Q: 3 clusters Score -7254944 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -7255147.500000 Penalty: 5261.859863
	Iteration 19Q: 3 clusters Score -7255148 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -7255308.500000 Penalty: 5261.859863
	Iteration 20F: 3 clusters Score -7255308 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7255460.000000 Penalty: 5261.859863
	Iteration 21Q: 3 clusters Score -7255460 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -7255641.500000 Penalty: 5261.859863
	Iteration 22Q: 3 clusters Score -7255642 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7255772.500000 Penalty: 5261.859863
	Iteration 23Q: 3 clusters Score -7255772 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7255880.500000 Penalty: 5261.859863
	Iteration 24Q: 3 clusters Score -7255880 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -7255965.500000 Penalty: 5261.859863
	Iteration 25Q: 3 clusters Score -7255966 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -7256032.500000 Penalty: 5261.859863
	Iteration 26Q: 3 clusters Score -7256032 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -7256098.000000 Penalty: 5261.859863
	Iteration 27Q: 3 clusters Score -7256098 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -7256173.000000 Penalty: 5261.859863
	Iteration 28Q: 3 clusters Score -7256173 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -7256260.000000 Penalty: 5261.859863
	Iteration 29Q: 3 clusters Score -7256260 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -7256332.500000 Penalty: 5261.859863
	Iteration 30Q: 3 clusters Score -7256332 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -7256408.500000 Penalty: 5261.859863
	Iteration 31Q: 3 clusters Score -7256408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -7256431.000000 Penalty: 5261.859863
	Iteration 32Q: 3 clusters Score -7256431 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -7256484.500000 Penalty: 5261.859863
	Iteration 33Q: 3 clusters Score -7256484 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -7256524.500000 Penalty: 5261.859863
	Iteration 34Q: 3 clusters Score -7256524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7256573.000000 Penalty: 5261.859863
	Iteration 35Q: 3 clusters Score -7256573 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7256597.500000 Penalty: 5261.859863
	Iteration 36Q: 3 clusters Score -7256598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7256620.000000 Penalty: 5261.859863
	Iteration 37Q: 3 clusters Score -7256620 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7256636.000000 Penalty: 5261.859863
	Iteration 38Q: 3 clusters Score -7256636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -7256674.000000 Penalty: 5261.859863
	Iteration 39Q: 3 clusters Score -7256674 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7256703.500000 Penalty: 5261.859863
	Iteration 40F: 3 clusters Score -7256704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -7256722.500000 Penalty: 5261.859863
	Iteration 41Q: 3 clusters Score -7256722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -7256736.000000 Penalty: 5261.859863
	Iteration 42Q: 3 clusters Score -7256736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -7256765.000000 Penalty: 5261.859863
	Iteration 43Q: 3 clusters Score -7256765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -7256786.000000 Penalty: 5261.859863
	Iteration 44Q: 3 clusters Score -7256786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -7256790.500000 Penalty: 5261.859863
	Iteration 45Q: 3 clusters Score -7256790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -7256800.500000 Penalty: 5261.859863
	Iteration 46Q: 3 clusters Score -7256800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -7256813.000000 Penalty: 5261.859863
	Iteration 47Q: 3 clusters Score -7256813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7256823.500000 Penalty: 5261.859863
	Iteration 48Q: 3 clusters Score -7256824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -7256840.500000 Penalty: 5261.859863
	Iteration 49Q: 3 clusters Score -7256840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -7256844.000000 Penalty: 5261.859863
	Iteration 50Q: 3 clusters Score -7256844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -7256861.000000 Penalty: 5261.859863
	Iteration 51Q: 3 clusters Score -7256861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -7256873.500000 Penalty: 5261.859863
	Iteration 52Q: 3 clusters Score -7256874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -7256879.000000 Penalty: 5261.859863
	Iteration 53Q: 3 clusters Score -7256879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -7256892.500000 Penalty: 5261.859863
	Iteration 54Q: 3 clusters Score -7256892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -7256877.000000 Penalty: 5261.859863
	Iteration 55Q: 3 clusters Score -7256877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7256887.500000 Penalty: 5261.859863
	Iteration 56Q: 3 clusters Score -7256888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7256884.500000 Penalty: 5261.859863
	Iteration 57Q: 3 clusters Score -7256884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7256887.000000 Penalty: 5261.859863
	Iteration 58Q: 3 clusters Score -7256887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7256888.000000 Penalty: 5261.859863
	Iteration 59Q: 3 clusters Score -7256888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7256871.500000 Penalty: 5261.859863
	Iteration 60F: 3 clusters Score -7256872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7256869.500000 Penalty: 5261.859863
	Iteration 61Q: 3 clusters Score -7256870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -7256870.000000 Penalty: 5261.859863
	Iteration 62Q: 3 clusters Score -7256870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -7256873.500000 Penalty: 5261.859863
	Iteration 63Q: 3 clusters Score -7256874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7256879.500000 Penalty: 5261.859863
	Iteration 64Q: 3 clusters Score -7256880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -7256884.500000 Penalty: 5261.859863
	Iteration 65Q: 3 clusters Score -7256884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7256888.500000 Penalty: 5261.859863
	Iteration 66Q: 3 clusters Score -7256888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -7256887.500000 Penalty: 5261.859863
	Iteration 67Q: 3 clusters Score -7256888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -7256891.000000 Penalty: 5261.859863
	Iteration 68Q: 3 clusters Score -7256891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7256899.000000 Penalty: 5261.859863
	Iteration 69Q: 3 clusters Score -7256899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -7256890.500000 Penalty: 5261.859863
	Iteration 70Q: 3 clusters Score -7256890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -7256890.500000 Penalty: 5261.859863
	Iteration 71Q: 3 clusters Score -7256890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -7256893.500000 Penalty: 5261.859863
	Iteration 72Q: 3 clusters Score -7256894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -7256895.000000 Penalty: 5261.859863
	Iteration 73Q: 3 clusters Score -7256895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7256890.000000 Penalty: 5261.859863
	Iteration 74Q: 3 clusters Score -7256890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -7256890.500000 Penalty: 5261.859863
	Iteration 75Q: 3 clusters Score -7256890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -7256890.000000 Penalty: 5261.859863
	Iteration 76Q: 3 clusters Score -7256890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -7256890.500000 Penalty: 5261.859863
	Iteration 77Q: 3 clusters Score -7256890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -7256891.000000 Penalty: 5261.859863
	Iteration 78Q: 3 clusters Score -7256891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7256894.500000 Penalty: 5261.859863
	Iteration 79Q: 3 clusters Score -7256894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -7256904.500000 Penalty: 5261.859863
	Iteration 80F: 3 clusters Score -7256904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -7256909.500000 Penalty: 5261.859863
	Iteration 81Q: 3 clusters Score -7256910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7256906.500000 Penalty: 5261.859863
	Iteration 82Q: 3 clusters Score -7256906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7256905.000000 Penalty: 5261.859863
	Iteration 83Q: 3 clusters Score -7256905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -7256900.000000 Penalty: 5261.859863
	Iteration 84Q: 3 clusters Score -7256900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7256894.000000 Penalty: 5261.859863
	Iteration 85Q: 3 clusters Score -7256894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -7256900.000000 Penalty: 5261.859863
	Iteration 86Q: 3 clusters Score -7256900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7256901.500000 Penalty: 5261.859863
	Iteration 87Q: 3 clusters Score -7256902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7256901.500000 Penalty: 5261.859863
	Iteration 88F: 3 clusters Score -7256902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Entering Unmasked Estep 
Score: -1249567.375000 Penalty: 2200.237793
	Iteration 0F: 2 clusters Score -1249567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1243653.000000 Penalty: 4400.475586
	Iteration 0F: 3 clusters Score -1243653 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1245245.125000 Penalty: 4400.475586
	Iteration 1F: 3 clusters Score -1245245 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1245570.125000 Penalty: 4400.475586
	Iteration 2F: 3 clusters Score -1245570 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1245850.125000 Penalty: 4400.475586
	Iteration 3F: 3 clusters Score -1245850 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1246138.250000 Penalty: 4400.475586
	Iteration 4F: 3 clusters Score -1246138 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1246387.375000 Penalty: 4400.475586
	Iteration 5Q: 3 clusters Score -1246387 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1246598.875000 Penalty: 4400.475586
	Iteration 6Q: 3 clusters Score -1246599 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1246793.750000 Penalty: 4400.475586
	Iteration 7Q: 3 clusters Score -1246794 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1247016.500000 Penalty: 4400.475586
	Iteration 8Q: 3 clusters Score -1247016 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1247204.875000 Penalty: 4400.475586
	Iteration 9Q: 3 clusters Score -1247205 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1247353.500000 Penalty: 4400.475586
	Iteration 10Q: 3 clusters Score -1247354 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1247469.875000 Penalty: 4400.475586
	Iteration 11Q: 3 clusters Score -1247470 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1247555.625000 Penalty: 4400.475586
	Iteration 12Q: 3 clusters Score -1247556 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1247654.875000 Penalty: 4400.475586
	Iteration 13Q: 3 clusters Score -1247655 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1247754.625000 Penalty: 4400.475586
	Iteration 14Q: 3 clusters Score -1247755 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1247856.375000 Penalty: 4400.475586
	Iteration 15Q: 3 clusters Score -1247856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1247939.625000 Penalty: 4400.475586
	Iteration 16Q: 3 clusters Score -1247940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1248000.375000 Penalty: 4400.475586
	Iteration 17Q: 3 clusters Score -1248000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1248062.875000 Penalty: 4400.475586
	Iteration 18Q: 3 clusters Score -1248063 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1248111.625000 Penalty: 4400.475586
	Iteration 19Q: 3 clusters Score -1248112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1248148.250000 Penalty: 4400.475586
	Iteration 20F: 3 clusters Score -1248148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1248180.875000 Penalty: 4400.475586
	Iteration 21Q: 3 clusters Score -1248181 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1248214.625000 Penalty: 4400.475586
	Iteration 22Q: 3 clusters Score -1248215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1248241.125000 Penalty: 4400.475586
	Iteration 23Q: 3 clusters Score -1248241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1248257.750000 Penalty: 4400.475586
	Iteration 24Q: 3 clusters Score -1248258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1248274.500000 Penalty: 4400.475586
	Iteration 25Q: 3 clusters Score -1248274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1248293.375000 Penalty: 4400.475586
	Iteration 26Q: 3 clusters Score -1248293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1248309.375000 Penalty: 4400.475586
	Iteration 27Q: 3 clusters Score -1248309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1248319.625000 Penalty: 4400.475586
	Iteration 28Q: 3 clusters Score -1248320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1248328.750000 Penalty: 4400.475586
	Iteration 29Q: 3 clusters Score -1248329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1248338.000000 Penalty: 4400.475586
	Iteration 30Q: 3 clusters Score -1248338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1248344.625000 Penalty: 4400.475586
	Iteration 31Q: 3 clusters Score -1248345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1248355.375000 Penalty: 4400.475586
	Iteration 32Q: 3 clusters Score -1248355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1248369.500000 Penalty: 4400.475586
	Iteration 33Q: 3 clusters Score -1248370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1248374.750000 Penalty: 4400.475586
	Iteration 34Q: 3 clusters Score -1248375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1248380.500000 Penalty: 4400.475586
	Iteration 35Q: 3 clusters Score -1248380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1248384.875000 Penalty: 4400.475586
	Iteration 36Q: 3 clusters Score -1248385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1248388.625000 Penalty: 4400.475586
	Iteration 37Q: 3 clusters Score -1248389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1248390.750000 Penalty: 4400.475586
	Iteration 38Q: 3 clusters Score -1248391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1248393.625000 Penalty: 4400.475586
	Iteration 39Q: 3 clusters Score -1248394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1248403.375000 Penalty: 4400.475586
	Iteration 40F: 3 clusters Score -1248403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1248403.750000 Penalty: 4400.475586
	Iteration 41Q: 3 clusters Score -1248404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1248409.875000 Penalty: 4400.475586
	Iteration 42Q: 3 clusters Score -1248410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1248411.500000 Penalty: 4400.475586
	Iteration 43Q: 3 clusters Score -1248412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1248410.625000 Penalty: 4400.475586
	Iteration 44Q: 3 clusters Score -1248411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1248410.625000 Penalty: 4400.475586
	Iteration 45F: 3 clusters Score -1248411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Entering Unmasked Estep 
Score: -8716245.000000 Penalty: 2678.709473
	Iteration 0F: 2 clusters Score -8716245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -8685234.000000 Penalty: 5357.418945
	Iteration 0F: 3 clusters Score -8685234 nChanged 22651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -8697803.000000 Penalty: 5357.418945
	Iteration 1F: 3 clusters Score -8697803 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -8698449.000000 Penalty: 5357.418945
	Iteration 2Q: 3 clusters Score -8698449 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -8698997.000000 Penalty: 5357.418945
	Iteration 3Q: 3 clusters Score -8698997 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -8699758.000000 Penalty: 5357.418945
	Iteration 4Q: 3 clusters Score -8699758 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8700857.000000 Penalty: 5357.418945
	Iteration 5Q: 3 clusters Score -8700857 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -8702453.000000 Penalty: 5357.418945
	Iteration 6F: 3 clusters Score -8702453 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -8704676.000000 Penalty: 5357.418945
	Iteration 7F: 3 clusters Score -8704676 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -8707487.000000 Penalty: 5357.418945
	Iteration 8F: 3 clusters Score -8707487 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -8710431.000000 Penalty: 5357.418945
	Iteration 9F: 3 clusters Score -8710431 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -8712741.000000 Penalty: 5357.418945
	Iteration 10F: 3 clusters Score -8712741 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8714136.000000 Penalty: 5357.418945
	Iteration 11Q: 3 clusters Score -8714136 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -8714952.000000 Penalty: 5357.418945
	Iteration 12Q: 3 clusters Score -8714952 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -8715337.000000 Penalty: 5357.418945
	Iteration 13Q: 3 clusters Score -8715337 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -8715522.000000 Penalty: 5357.418945
	Iteration 14Q: 3 clusters Score -8715522 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -8715634.000000 Penalty: 5357.418945
	Iteration 15Q: 3 clusters Score -8715634 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -8715735.000000 Penalty: 5357.418945
	Iteration 16Q: 3 clusters Score -8715735 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -8715787.000000 Penalty: 5357.418945
	Iteration 17Q: 3 clusters Score -8715787 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -8715836.000000 Penalty: 5357.418945
	Iteration 18Q: 3 clusters Score -8715836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -8715836.000000 Penalty: 5357.418945
	Iteration 19Q: 3 clusters Score -8715836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -8715881.000000 Penalty: 5357.418945
	Iteration 20F: 3 clusters Score -8715881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -8715892.000000 Penalty: 5357.418945
	Iteration 21Q: 3 clusters Score -8715892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -8715905.000000 Penalty: 5357.418945
	Iteration 22Q: 3 clusters Score -8715905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -8715931.000000 Penalty: 5357.418945
	Iteration 23Q: 3 clusters Score -8715931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -8715938.000000 Penalty: 5357.418945
	Iteration 24Q: 3 clusters Score -8715938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -8715952.000000 Penalty: 5357.418945
	Iteration 25Q: 3 clusters Score -8715952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -8715960.000000 Penalty: 5357.418945
	Iteration 26Q: 3 clusters Score -8715960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -8715951.000000 Penalty: 5357.418945
	Iteration 27Q: 3 clusters Score -8715951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -8715960.000000 Penalty: 5357.418945
	Iteration 28Q: 3 clusters Score -8715960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -8715951.000000 Penalty: 5357.418945
	Iteration 29Q: 3 clusters Score -8715951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -8715946.000000 Penalty: 5357.418945
	Iteration 30Q: 3 clusters Score -8715946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -8715952.000000 Penalty: 5357.418945
	Iteration 31Q: 3 clusters Score -8715952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -8715958.000000 Penalty: 5357.418945
	Iteration 32Q: 3 clusters Score -8715958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -8715959.000000 Penalty: 5357.418945
	Iteration 33Q: 3 clusters Score -8715959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -8715963.000000 Penalty: 5357.418945
	Iteration 34Q: 3 clusters Score -8715963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -8715962.000000 Penalty: 5357.418945
	Iteration 35Q: 3 clusters Score -8715962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -8715965.000000 Penalty: 5357.418945
	Iteration 36Q: 3 clusters Score -8715965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -8715959.000000 Penalty: 5357.418945
	Iteration 37Q: 3 clusters Score -8715959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -8715966.000000 Penalty: 5357.418945
	Iteration 38Q: 3 clusters Score -8715966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -8715978.000000 Penalty: 5357.418945
	Iteration 39Q: 3 clusters Score -8715978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -8715972.000000 Penalty: 5357.418945
	Iteration 40F: 3 clusters Score -8715972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -8715975.000000 Penalty: 5357.418945
	Iteration 41Q: 3 clusters Score -8715975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -8715971.000000 Penalty: 5357.418945
	Iteration 42Q: 3 clusters Score -8715971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -8715980.000000 Penalty: 5357.418945
	Iteration 43Q: 3 clusters Score -8715980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -8715988.000000 Penalty: 5357.418945
	Iteration 44Q: 3 clusters Score -8715988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -8715977.000000 Penalty: 5357.418945
	Iteration 45Q: 3 clusters Score -8715977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -8715977.000000 Penalty: 5357.418945
	Iteration 46F: 3 clusters Score -8715977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Entering Unmasked Estep 
Score: -1860079.125000 Penalty: 2296.995361
	Iteration 0F: 2 clusters Score -1860079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1852134.625000 Penalty: 4593.990723
	Iteration 0F: 3 clusters Score -1852135 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1854473.625000 Penalty: 4593.990723
	Iteration 1F: 3 clusters Score -1854474 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1854923.000000 Penalty: 4593.990723
	Iteration 2F: 3 clusters Score -1854923 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1855315.375000 Penalty: 4593.990723
	Iteration 3F: 3 clusters Score -1855315 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1855659.500000 Penalty: 4593.990723
	Iteration 4F: 3 clusters Score -1855660 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1855982.000000 Penalty: 4593.990723
	Iteration 5F: 3 clusters Score -1855982 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1856297.750000 Penalty: 4593.990723
	Iteration 6Q: 3 clusters Score -1856298 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1856580.750000 Penalty: 4593.990723
	Iteration 7Q: 3 clusters Score -1856581 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1856846.250000 Penalty: 4593.990723
	Iteration 8Q: 3 clusters Score -1856846 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1857133.125000 Penalty: 4593.990723
	Iteration 9Q: 3 clusters Score -1857133 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1857422.250000 Penalty: 4593.990723
	Iteration 10Q: 3 clusters Score -1857422 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1857675.750000 Penalty: 4593.990723
	Iteration 11Q: 3 clusters Score -1857676 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1857909.250000 Penalty: 4593.990723
	Iteration 12Q: 3 clusters Score -1857909 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1858077.500000 Penalty: 4593.990723
	Iteration 13Q: 3 clusters Score -1858078 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1858187.750000 Penalty: 4593.990723
	Iteration 14Q: 3 clusters Score -1858188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1858260.000000 Penalty: 4593.990723
	Iteration 15Q: 3 clusters Score -1858260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1858310.125000 Penalty: 4593.990723
	Iteration 16Q: 3 clusters Score -1858310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1858331.750000 Penalty: 4593.990723
	Iteration 17Q: 3 clusters Score -1858332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1858359.125000 Penalty: 4593.990723
	Iteration 18Q: 3 clusters Score -1858359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1858377.000000 Penalty: 4593.990723
	Iteration 19Q: 3 clusters Score -1858377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1858386.125000 Penalty: 4593.990723
	Iteration 20F: 3 clusters Score -1858386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1858395.750000 Penalty: 4593.990723
	Iteration 21Q: 3 clusters Score -1858396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1858410.125000 Penalty: 4593.990723
	Iteration 22Q: 3 clusters Score -1858410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1858413.375000 Penalty: 4593.990723
	Iteration 23Q: 3 clusters Score -1858413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1858420.375000 Penalty: 4593.990723
	Iteration 24Q: 3 clusters Score -1858420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1858429.375000 Penalty: 4593.990723
	Iteration 25Q: 3 clusters Score -1858429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1858436.000000 Penalty: 4593.990723
	Iteration 26Q: 3 clusters Score -1858436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1858442.750000 Penalty: 4593.990723
	Iteration 27Q: 3 clusters Score -1858443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1858445.250000 Penalty: 4593.990723
	Iteration 28Q: 3 clusters Score -1858445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1858450.875000 Penalty: 4593.990723
	Iteration 29Q: 3 clusters Score -1858451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1858454.125000 Penalty: 4593.990723
	Iteration 30Q: 3 clusters Score -1858454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1858452.375000 Penalty: 4593.990723
	Iteration 31Q: 3 clusters Score -1858452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1858451.875000 Penalty: 4593.990723
	Iteration 32Q: 3 clusters Score -1858452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1858458.125000 Penalty: 4593.990723
	Iteration 33Q: 3 clusters Score -1858458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1858456.500000 Penalty: 4593.990723
	Iteration 34Q: 3 clusters Score -1858456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1858459.000000 Penalty: 4593.990723
	Iteration 35Q: 3 clusters Score -1858459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1858458.500000 Penalty: 4593.990723
	Iteration 36Q: 3 clusters Score -1858458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1858460.125000 Penalty: 4593.990723
	Iteration 37Q: 3 clusters Score -1858460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1858462.625000 Penalty: 4593.990723
	Iteration 38Q: 3 clusters Score -1858463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1858466.625000 Penalty: 4593.990723
	Iteration 39Q: 3 clusters Score -1858467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1858466.875000 Penalty: 4593.990723
	Iteration 40F: 3 clusters Score -1858467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1858467.125000 Penalty: 4593.990723
	Iteration 41Q: 3 clusters Score -1858467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1858468.750000 Penalty: 4593.990723
	Iteration 42Q: 3 clusters Score -1858469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1858470.125000 Penalty: 4593.990723
	Iteration 43Q: 3 clusters Score -1858470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1858470.125000 Penalty: 4593.990723
	Iteration 44F: 3 clusters Score -1858470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Entering Unmasked Estep 
Score: -3981660.500000 Penalty: 2482.135986
	Iteration 0F: 2 clusters Score -3981660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3966026.750000 Penalty: 4964.271973
	Iteration 0F: 3 clusters Score -3966027 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3971336.000000 Penalty: 4964.271973
	Iteration 1F: 3 clusters Score -3971336 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3971732.000000 Penalty: 4964.271973
	Iteration 2F: 3 clusters Score -3971732 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3972005.500000 Penalty: 4964.271973
	Iteration 3Q: 3 clusters Score -3972006 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3972246.000000 Penalty: 4964.271973
	Iteration 4Q: 3 clusters Score -3972246 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3972490.750000 Penalty: 4964.271973
	Iteration 5Q: 3 clusters Score -3972491 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3972770.250000 Penalty: 4964.271973
	Iteration 6Q: 3 clusters Score -3972770 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3973097.750000 Penalty: 4964.271973
	Iteration 7Q: 3 clusters Score -3973098 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3973492.500000 Penalty: 4964.271973
	Iteration 8Q: 3 clusters Score -3973492 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3974023.250000 Penalty: 4964.271973
	Iteration 9Q: 3 clusters Score -3974023 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3974774.750000 Penalty: 4964.271973
	Iteration 10F: 3 clusters Score -3974775 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3975696.750000 Penalty: 4964.271973
	Iteration 11F: 3 clusters Score -3975697 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3976721.000000 Penalty: 4964.271973
	Iteration 12F: 3 clusters Score -3976721 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3977696.750000 Penalty: 4964.271973
	Iteration 13F: 3 clusters Score -3977697 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3978409.000000 Penalty: 4964.271973
	Iteration 14Q: 3 clusters Score -3978409 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3978859.500000 Penalty: 4964.271973
	Iteration 15Q: 3 clusters Score -3978860 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3979095.750000 Penalty: 4964.271973
	Iteration 16Q: 3 clusters Score -3979096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3979228.500000 Penalty: 4964.271973
	Iteration 17Q: 3 clusters Score -3979228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3979309.250000 Penalty: 4964.271973
	Iteration 18Q: 3 clusters Score -3979309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3979356.750000 Penalty: 4964.271973
	Iteration 19Q: 3 clusters Score -3979357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3979401.500000 Penalty: 4964.271973
	Iteration 20F: 3 clusters Score -3979402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3979412.250000 Penalty: 4964.271973
	Iteration 21Q: 3 clusters Score -3979412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3979416.250000 Penalty: 4964.271973
	Iteration 22Q: 3 clusters Score -3979416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3979423.250000 Penalty: 4964.271973
	Iteration 23Q: 3 clusters Score -3979423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3979428.750000 Penalty: 4964.271973
	Iteration 24Q: 3 clusters Score -3979429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3979431.750000 Penalty: 4964.271973
	Iteration 25Q: 3 clusters Score -3979432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3979439.750000 Penalty: 4964.271973
	Iteration 26Q: 3 clusters Score -3979440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3979440.500000 Penalty: 4964.271973
	Iteration 27Q: 3 clusters Score -3979440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3979440.750000 Penalty: 4964.271973
	Iteration 28Q: 3 clusters Score -3979441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3979440.750000 Penalty: 4964.271973
	Iteration 29F: 3 clusters Score -3979441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Entering Unmasked Estep 
Score: -7768328.000000 Penalty: 2649.485352
	Iteration 0F: 2 clusters Score -7768328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -7739367.500000 Penalty: 5298.970703
	Iteration 0F: 3 clusters Score -7739368 nChanged 20077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -7750667.000000 Penalty: 5298.970703
	Iteration 1F: 3 clusters Score -7750667 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -7751358.500000 Penalty: 5298.970703
	Iteration 2Q: 3 clusters Score -7751358 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -7752119.500000 Penalty: 5298.970703
	Iteration 3Q: 3 clusters Score -7752120 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -7753084.500000 Penalty: 5298.970703
	Iteration 4Q: 3 clusters Score -7753084 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7754288.500000 Penalty: 5298.970703
	Iteration 5F: 3 clusters Score -7754288 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -7755868.000000 Penalty: 5298.970703
	Iteration 6F: 3 clusters Score -7755868 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -7757869.500000 Penalty: 5298.970703
	Iteration 7F: 3 clusters Score -7757870 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -7760083.500000 Penalty: 5298.970703
	Iteration 8F: 3 clusters Score -7760084 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7761988.500000 Penalty: 5298.970703
	Iteration 9F: 3 clusters Score -7761988 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -7763528.500000 Penalty: 5298.970703
	Iteration 10Q: 3 clusters Score -7763528 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -7764604.000000 Penalty: 5298.970703
	Iteration 11Q: 3 clusters Score -7764604 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -7765298.000000 Penalty: 5298.970703
	Iteration 12Q: 3 clusters Score -7765298 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -7765670.500000 Penalty: 5298.970703
	Iteration 13Q: 3 clusters Score -7765670 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7765860.000000 Penalty: 5298.970703
	Iteration 14Q: 3 clusters Score -7765860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -7765973.500000 Penalty: 5298.970703
	Iteration 15Q: 3 clusters Score -7765974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -7766046.000000 Penalty: 5298.970703
	Iteration 16Q: 3 clusters Score -7766046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -7766091.500000 Penalty: 5298.970703
	Iteration 17Q: 3 clusters Score -7766092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -7766124.500000 Penalty: 5298.970703
	Iteration 18Q: 3 clusters Score -7766124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -7766151.500000 Penalty: 5298.970703
	Iteration 19Q: 3 clusters Score -7766152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -7766179.000000 Penalty: 5298.970703
	Iteration 20F: 3 clusters Score -7766179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -7766190.000000 Penalty: 5298.970703
	Iteration 21Q: 3 clusters Score -7766190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -7766190.000000 Penalty: 5298.970703
	Iteration 22Q: 3 clusters Score -7766190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -7766200.000000 Penalty: 5298.970703
	Iteration 23Q: 3 clusters Score -7766200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -7766212.500000 Penalty: 5298.970703
	Iteration 24Q: 3 clusters Score -7766212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -7766216.500000 Penalty: 5298.970703
	Iteration 25Q: 3 clusters Score -7766216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -7766216.500000 Penalty: 5298.970703
	Iteration 26Q: 3 clusters Score -7766216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -7766218.500000 Penalty: 5298.970703
	Iteration 27Q: 3 clusters Score -7766218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -7766220.000000 Penalty: 5298.970703
	Iteration 28Q: 3 clusters Score -7766220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -7766226.500000 Penalty: 5298.970703
	Iteration 29Q: 3 clusters Score -7766226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -7766226.500000 Penalty: 5298.970703
	Iteration 30F: 3 clusters Score -7766226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Entering Unmasked Estep 
Score: -6838263.500000 Penalty: 2614.119629
	Iteration 0F: 2 clusters Score -6838264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -6812818.500000 Penalty: 5228.239258
	Iteration 0F: 3 clusters Score -6812818 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -6822073.000000 Penalty: 5228.239258
	Iteration 1F: 3 clusters Score -6822073 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -6822534.500000 Penalty: 5228.239258
	Iteration 2Q: 3 clusters Score -6822534 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -6822821.500000 Penalty: 5228.239258
	Iteration 3Q: 3 clusters Score -6822822 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -6823129.000000 Penalty: 5228.239258
	Iteration 4Q: 3 clusters Score -6823129 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6823472.500000 Penalty: 5228.239258
	Iteration 5Q: 3 clusters Score -6823472 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -6823864.000000 Penalty: 5228.239258
	Iteration 6Q: 3 clusters Score -6823864 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -6824374.000000 Penalty: 5228.239258
	Iteration 7Q: 3 clusters Score -6824374 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -6825198.500000 Penalty: 5228.239258
	Iteration 8Q: 3 clusters Score -6825198 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -6826413.000000 Penalty: 5228.239258
	Iteration 9F: 3 clusters Score -6826413 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -6828245.000000 Penalty: 5228.239258
	Iteration 10F: 3 clusters Score -6828245 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -6830707.000000 Penalty: 5228.239258
	Iteration 11F: 3 clusters Score -6830707 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6833041.000000 Penalty: 5228.239258
	Iteration 12F: 3 clusters Score -6833041 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6834598.000000 Penalty: 5228.239258
	Iteration 13Q: 3 clusters Score -6834598 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6835346.000000 Penalty: 5228.239258
	Iteration 14Q: 3 clusters Score -6835346 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6835660.000000 Penalty: 5228.239258
	Iteration 15Q: 3 clusters Score -6835660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6835791.000000 Penalty: 5228.239258
	Iteration 16Q: 3 clusters Score -6835791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6835888.000000 Penalty: 5228.239258
	Iteration 17Q: 3 clusters Score -6835888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6835953.000000 Penalty: 5228.239258
	Iteration 18Q: 3 clusters Score -6835953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6835986.000000 Penalty: 5228.239258
	Iteration 19Q: 3 clusters Score -6835986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6836009.500000 Penalty: 5228.239258
	Iteration 20F: 3 clusters Score -6836010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6836017.000000 Penalty: 5228.239258
	Iteration 21Q: 3 clusters Score -6836017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6836017.500000 Penalty: 5228.239258
	Iteration 22Q: 3 clusters Score -6836018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6836021.000000 Penalty: 5228.239258
	Iteration 23Q: 3 clusters Score -6836021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6836026.500000 Penalty: 5228.239258
	Iteration 24Q: 3 clusters Score -6836026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6836027.500000 Penalty: 5228.239258
	Iteration 25Q: 3 clusters Score -6836028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6836027.500000 Penalty: 5228.239258
	Iteration 26F: 3 clusters Score -6836028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Entering Unmasked Estep 
Score: -6216265.500000 Penalty: 2592.593262
	Iteration 0F: 2 clusters Score -6216266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -6192630.500000 Penalty: 5185.186523
	Iteration 0F: 3 clusters Score -6192630 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -6201174.500000 Penalty: 5185.186523
	Iteration 1F: 3 clusters Score -6201174 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -6201644.000000 Penalty: 5185.186523
	Iteration 2Q: 3 clusters Score -6201644 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6201970.000000 Penalty: 5185.186523
	Iteration 3Q: 3 clusters Score -6201970 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -6202272.500000 Penalty: 5185.186523
	Iteration 4Q: 3 clusters Score -6202272 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -6202507.000000 Penalty: 5185.186523
	Iteration 5Q: 3 clusters Score -6202507 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -6202728.500000 Penalty: 5185.186523
	Iteration 6Q: 3 clusters Score -6202728 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -6202904.000000 Penalty: 5185.186523
	Iteration 7Q: 3 clusters Score -6202904 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -6203099.500000 Penalty: 5185.186523
	Iteration 8Q: 3 clusters Score -6203100 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -6203309.000000 Penalty: 5185.186523
	Iteration 9Q: 3 clusters Score -6203309 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -6203597.500000 Penalty: 5185.186523
	Iteration 10Q: 3 clusters Score -6203598 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -6204063.000000 Penalty: 5185.186523
	Iteration 11Q: 3 clusters Score -6204063 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -6204757.000000 Penalty: 5185.186523
	Iteration 12Q: 3 clusters Score -6204757 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -6205711.000000 Penalty: 5185.186523
	Iteration 13Q: 3 clusters Score -6205711 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -6207065.500000 Penalty: 5185.186523
	Iteration 14F: 3 clusters Score -6207066 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -6208694.500000 Penalty: 5185.186523
	Iteration 15F: 3 clusters Score -6208694 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6210294.500000 Penalty: 5185.186523
	Iteration 16F: 3 clusters Score -6210294 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6211627.500000 Penalty: 5185.186523
	Iteration 17Q: 3 clusters Score -6211628 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6212637.500000 Penalty: 5185.186523
	Iteration 18Q: 3 clusters Score -6212638 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6213228.500000 Penalty: 5185.186523
	Iteration 19Q: 3 clusters Score -6213228 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6213534.500000 Penalty: 5185.186523
	Iteration 20F: 3 clusters Score -6213534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6213700.000000 Penalty: 5185.186523
	Iteration 21Q: 3 clusters Score -6213700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6213766.000000 Penalty: 5185.186523
	Iteration 22Q: 3 clusters Score -6213766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6213827.000000 Penalty: 5185.186523
	Iteration 23Q: 3 clusters Score -6213827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6213853.000000 Penalty: 5185.186523
	Iteration 24Q: 3 clusters Score -6213853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6213870.500000 Penalty: 5185.186523
	Iteration 25Q: 3 clusters Score -6213870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6213884.000000 Penalty: 5185.186523
	Iteration 26Q: 3 clusters Score -6213884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6213902.500000 Penalty: 5185.186523
	Iteration 27Q: 3 clusters Score -6213902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6213923.500000 Penalty: 5185.186523
	Iteration 28Q: 3 clusters Score -6213924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6213942.500000 Penalty: 5185.186523
	Iteration 29Q: 3 clusters Score -6213942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6213956.000000 Penalty: 5185.186523
	Iteration 30Q: 3 clusters Score -6213956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6213962.000000 Penalty: 5185.186523
	Iteration 31Q: 3 clusters Score -6213962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6213963.000000 Penalty: 5185.186523
	Iteration 32Q: 3 clusters Score -6213963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6213964.500000 Penalty: 5185.186523
	Iteration 33Q: 3 clusters Score -6213964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6213971.000000 Penalty: 5185.186523
	Iteration 34Q: 3 clusters Score -6213971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6213974.000000 Penalty: 5185.186523
	Iteration 35Q: 3 clusters Score -6213974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6213972.000000 Penalty: 5185.186523
	Iteration 36Q: 3 clusters Score -6213972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6213972.000000 Penalty: 5185.186523
	Iteration 37Q: 3 clusters Score -6213972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6213972.000000 Penalty: 5185.186523
	Iteration 38F: 3 clusters Score -6213972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -104914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103291.945312 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -103291.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103517.554688 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -103517.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -103609.492188 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -103609.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103646.859375 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -103646.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -103699.359375 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -103699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103783.445312 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -103783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103911.500000 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -103911.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103969.546875 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -103969.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104005.750000 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -104005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104020.140625 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -104020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104036.101562 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -104036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104043.335938 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -104043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104045.921875 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -104045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104047.367188 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -104047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104047.367188 Penalty: 3193.125000
	Iteration 14F: 3 clusters Score -104047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Entering Unmasked Estep 
Score: -8411251.000000 Penalty: 2665.840332
	Iteration 0F: 2 clusters Score -8411251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8381469.000000 Penalty: 5331.680664
	Iteration 0F: 3 clusters Score -8381469 nChanged 21347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8393242.000000 Penalty: 5331.680664
	Iteration 1F: 3 clusters Score -8393242 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -8393650.000000 Penalty: 5331.680664
	Iteration 2Q: 3 clusters Score -8393650 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8393990.000000 Penalty: 5331.680664
	Iteration 3Q: 3 clusters Score -8393990 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -8394356.000000 Penalty: 5331.680664
	Iteration 4Q: 3 clusters Score -8394356 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -8394798.000000 Penalty: 5331.680664
	Iteration 5Q: 3 clusters Score -8394798 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -8395380.000000 Penalty: 5331.680664
	Iteration 6Q: 3 clusters Score -8395380 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -8396138.000000 Penalty: 5331.680664
	Iteration 7Q: 3 clusters Score -8396138 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8397351.000000 Penalty: 5331.680664
	Iteration 8Q: 3 clusters Score -8397351 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -8399218.000000 Penalty: 5331.680664
	Iteration 9F: 3 clusters Score -8399218 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -8401627.000000 Penalty: 5331.680664
	Iteration 10F: 3 clusters Score -8401627 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8404068.000000 Penalty: 5331.680664
	Iteration 11F: 3 clusters Score -8404068 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8405927.000000 Penalty: 5331.680664
	Iteration 12F: 3 clusters Score -8405927 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8407055.000000 Penalty: 5331.680664
	Iteration 13Q: 3 clusters Score -8407055 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8407753.000000 Penalty: 5331.680664
	Iteration 14Q: 3 clusters Score -8407753 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -8408129.000000 Penalty: 5331.680664
	Iteration 15Q: 3 clusters Score -8408129 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -8408405.000000 Penalty: 5331.680664
	Iteration 16Q: 3 clusters Score -8408405 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -8408568.000000 Penalty: 5331.680664
	Iteration 17Q: 3 clusters Score -8408568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8408675.000000 Penalty: 5331.680664
	Iteration 18Q: 3 clusters Score -8408675 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -8408747.000000 Penalty: 5331.680664
	Iteration 19Q: 3 clusters Score -8408747 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -8408808.000000 Penalty: 5331.680664
	Iteration 20F: 3 clusters Score -8408808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -8408839.000000 Penalty: 5331.680664
	Iteration 21Q: 3 clusters Score -8408839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8408857.000000 Penalty: 5331.680664
	Iteration 22Q: 3 clusters Score -8408857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8408869.000000 Penalty: 5331.680664
	Iteration 23Q: 3 clusters Score -8408869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8408884.000000 Penalty: 5331.680664
	Iteration 24Q: 3 clusters Score -8408884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -8408903.000000 Penalty: 5331.680664
	Iteration 25Q: 3 clusters Score -8408903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -8408915.000000 Penalty: 5331.680664
	Iteration 26Q: 3 clusters Score -8408915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8408920.000000 Penalty: 5331.680664
	Iteration 27Q: 3 clusters Score -8408920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -8408941.000000 Penalty: 5331.680664
	Iteration 28Q: 3 clusters Score -8408941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -8408943.000000 Penalty: 5331.680664
	Iteration 29Q: 3 clusters Score -8408943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -8408941.000000 Penalty: 5331.680664
	Iteration 30Q: 3 clusters Score -8408941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -8408954.000000 Penalty: 5331.680664
	Iteration 31Q: 3 clusters Score -8408954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -8408949.000000 Penalty: 5331.680664
	Iteration 32Q: 3 clusters Score -8408949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -8408944.000000 Penalty: 5331.680664
	Iteration 33Q: 3 clusters Score -8408944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8408955.000000 Penalty: 5331.680664
	Iteration 34Q: 3 clusters Score -8408955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -8408961.000000 Penalty: 5331.680664
	Iteration 35Q: 3 clusters Score -8408961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8408949.000000 Penalty: 5331.680664
	Iteration 36Q: 3 clusters Score -8408949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8408956.000000 Penalty: 5331.680664
	Iteration 37Q: 3 clusters Score -8408956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8408961.000000 Penalty: 5331.680664
	Iteration 38Q: 3 clusters Score -8408961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8408963.000000 Penalty: 5331.680664
	Iteration 39Q: 3 clusters Score -8408963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -8408966.000000 Penalty: 5331.680664
	Iteration 40F: 3 clusters Score -8408966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -8408973.000000 Penalty: 5331.680664
	Iteration 41Q: 3 clusters Score -8408973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8408971.000000 Penalty: 5331.680664
	Iteration 42Q: 3 clusters Score -8408971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -8408971.000000 Penalty: 5331.680664
	Iteration 43Q: 3 clusters Score -8408971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -8408965.000000 Penalty: 5331.680664
	Iteration 44Q: 3 clusters Score -8408965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -8408967.000000 Penalty: 5331.680664
	Iteration 45Q: 3 clusters Score -8408967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -8408966.000000 Penalty: 5331.680664
	Iteration 46Q: 3 clusters Score -8408966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8408968.000000 Penalty: 5331.680664
	Iteration 47Q: 3 clusters Score -8408968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8408968.000000 Penalty: 5331.680664
	Iteration 48F: 3 clusters Score -8408968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Entering Unmasked Estep 
Score: -1971449.500000 Penalty: 2317.441406
	Iteration 0F: 2 clusters Score -1971450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1962891.750000 Penalty: 4634.882812
	Iteration 0F: 3 clusters Score -1962892 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1965596.750000 Penalty: 4634.882812
	Iteration 1F: 3 clusters Score -1965597 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1966007.000000 Penalty: 4634.882812
	Iteration 2F: 3 clusters Score -1966007 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1966350.375000 Penalty: 4634.882812
	Iteration 3F: 3 clusters Score -1966350 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1966644.000000 Penalty: 4634.882812
	Iteration 4Q: 3 clusters Score -1966644 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1966984.125000 Penalty: 4634.882812
	Iteration 5Q: 3 clusters Score -1966984 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1967383.375000 Penalty: 4634.882812
	Iteration 6F: 3 clusters Score -1967383 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1967826.875000 Penalty: 4634.882812
	Iteration 7F: 3 clusters Score -1967827 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1968287.875000 Penalty: 4634.882812
	Iteration 8F: 3 clusters Score -1968288 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1968719.750000 Penalty: 4634.882812
	Iteration 9Q: 3 clusters Score -1968720 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1969098.625000 Penalty: 4634.882812
	Iteration 10Q: 3 clusters Score -1969099 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1969369.000000 Penalty: 4634.882812
	Iteration 11Q: 3 clusters Score -1969369 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1969565.125000 Penalty: 4634.882812
	Iteration 12Q: 3 clusters Score -1969565 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1969710.375000 Penalty: 4634.882812
	Iteration 13Q: 3 clusters Score -1969710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1969808.750000 Penalty: 4634.882812
	Iteration 14Q: 3 clusters Score -1969809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1969863.875000 Penalty: 4634.882812
	Iteration 15Q: 3 clusters Score -1969864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1969898.125000 Penalty: 4634.882812
	Iteration 16Q: 3 clusters Score -1969898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1969923.875000 Penalty: 4634.882812
	Iteration 17Q: 3 clusters Score -1969924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1969946.250000 Penalty: 4634.882812
	Iteration 18Q: 3 clusters Score -1969946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1969964.000000 Penalty: 4634.882812
	Iteration 19Q: 3 clusters Score -1969964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1969974.750000 Penalty: 4634.882812
	Iteration 20F: 3 clusters Score -1969975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1969979.250000 Penalty: 4634.882812
	Iteration 21Q: 3 clusters Score -1969979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1969979.500000 Penalty: 4634.882812
	Iteration 22Q: 3 clusters Score -1969980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1969979.625000 Penalty: 4634.882812
	Iteration 23Q: 3 clusters Score -1969980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1969979.625000 Penalty: 4634.882812
	Iteration 24F: 3 clusters Score -1969980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Entering Unmasked Estep 
Score: -2478437.500000 Penalty: 2362.544922
	Iteration 0F: 2 clusters Score -2478438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2468298.500000 Penalty: 4725.089844
	Iteration 0F: 3 clusters Score -2468298 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2471413.250000 Penalty: 4725.089844
	Iteration 1F: 3 clusters Score -2471413 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2471710.250000 Penalty: 4725.089844
	Iteration 2F: 3 clusters Score -2471710 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2471944.750000 Penalty: 4725.089844
	Iteration 3Q: 3 clusters Score -2471945 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2472130.750000 Penalty: 4725.089844
	Iteration 4Q: 3 clusters Score -2472131 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2472323.750000 Penalty: 4725.089844
	Iteration 5Q: 3 clusters Score -2472324 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2472550.250000 Penalty: 4725.089844
	Iteration 6Q: 3 clusters Score -2472550 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2472862.000000 Penalty: 4725.089844
	Iteration 7Q: 3 clusters Score -2472862 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2473254.750000 Penalty: 4725.089844
	Iteration 8Q: 3 clusters Score -2473255 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2473693.000000 Penalty: 4725.089844
	Iteration 9Q: 3 clusters Score -2473693 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2474245.500000 Penalty: 4725.089844
	Iteration 10F: 3 clusters Score -2474246 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2474841.000000 Penalty: 4725.089844
	Iteration 11F: 3 clusters Score -2474841 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2475364.000000 Penalty: 4725.089844
	Iteration 12Q: 3 clusters Score -2475364 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2475734.250000 Penalty: 4725.089844
	Iteration 13Q: 3 clusters Score -2475734 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2475961.500000 Penalty: 4725.089844
	Iteration 14Q: 3 clusters Score -2475962 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2476076.750000 Penalty: 4725.089844
	Iteration 15Q: 3 clusters Score -2476077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2476162.250000 Penalty: 4725.089844
	Iteration 16Q: 3 clusters Score -2476162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2476210.500000 Penalty: 4725.089844
	Iteration 17Q: 3 clusters Score -2476210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2476257.500000 Penalty: 4725.089844
	Iteration 18Q: 3 clusters Score -2476258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2476275.000000 Penalty: 4725.089844
	Iteration 19Q: 3 clusters Score -2476275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2476293.750000 Penalty: 4725.089844
	Iteration 20F: 3 clusters Score -2476294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2476310.500000 Penalty: 4725.089844
	Iteration 21Q: 3 clusters Score -2476310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2476320.500000 Penalty: 4725.089844
	Iteration 22Q: 3 clusters Score -2476320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2476336.750000 Penalty: 4725.089844
	Iteration 23Q: 3 clusters Score -2476337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2476350.250000 Penalty: 4725.089844
	Iteration 24Q: 3 clusters Score -2476350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2476356.250000 Penalty: 4725.089844
	Iteration 25Q: 3 clusters Score -2476356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2476361.250000 Penalty: 4725.089844
	Iteration 26Q: 3 clusters Score -2476361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2476363.000000 Penalty: 4725.089844
	Iteration 27Q: 3 clusters Score -2476363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2476365.750000 Penalty: 4725.089844
	Iteration 28Q: 3 clusters Score -2476366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2476372.750000 Penalty: 4725.089844
	Iteration 29Q: 3 clusters Score -2476373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2476382.750000 Penalty: 4725.089844
	Iteration 30Q: 3 clusters Score -2476383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2476387.000000 Penalty: 4725.089844
	Iteration 31Q: 3 clusters Score -2476387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2476391.000000 Penalty: 4725.089844
	Iteration 32Q: 3 clusters Score -2476391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2476391.250000 Penalty: 4725.089844
	Iteration 33Q: 3 clusters Score -2476391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2476391.250000 Penalty: 4725.089844
	Iteration 34F: 3 clusters Score -2476391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Entering Unmasked Estep 
Score: -7811353.000000 Penalty: 2643.367676
	Iteration 0F: 2 clusters Score -7811353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -7783783.000000 Penalty: 5286.735352
	Iteration 0F: 3 clusters Score -7783783 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -7794387.000000 Penalty: 5286.735352
	Iteration 1F: 3 clusters Score -7794387 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7794853.000000 Penalty: 5286.735352
	Iteration 2Q: 3 clusters Score -7794853 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -7795316.000000 Penalty: 5286.735352
	Iteration 3Q: 3 clusters Score -7795316 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -7795905.000000 Penalty: 5286.735352
	Iteration 4Q: 3 clusters Score -7795905 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -7796650.500000 Penalty: 5286.735352
	Iteration 5Q: 3 clusters Score -7796650 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -7797703.000000 Penalty: 5286.735352
	Iteration 6F: 3 clusters Score -7797703 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -7799487.500000 Penalty: 5286.735352
	Iteration 7F: 3 clusters Score -7799488 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -7802025.000000 Penalty: 5286.735352
	Iteration 8F: 3 clusters Score -7802025 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -7804861.000000 Penalty: 5286.735352
	Iteration 9F: 3 clusters Score -7804861 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7807182.500000 Penalty: 5286.735352
	Iteration 10F: 3 clusters Score -7807182 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7808357.000000 Penalty: 5286.735352
	Iteration 11Q: 3 clusters Score -7808357 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7808765.000000 Penalty: 5286.735352
	Iteration 12Q: 3 clusters Score -7808765 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7808887.500000 Penalty: 5286.735352
	Iteration 13Q: 3 clusters Score -7808888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7808964.000000 Penalty: 5286.735352
	Iteration 14Q: 3 clusters Score -7808964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7808999.000000 Penalty: 5286.735352
	Iteration 15Q: 3 clusters Score -7808999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7809020.000000 Penalty: 5286.735352
	Iteration 16Q: 3 clusters Score -7809020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7809050.000000 Penalty: 5286.735352
	Iteration 17Q: 3 clusters Score -7809050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7809052.000000 Penalty: 5286.735352
	Iteration 18Q: 3 clusters Score -7809052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7809062.000000 Penalty: 5286.735352
	Iteration 19Q: 3 clusters Score -7809062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7809067.500000 Penalty: 5286.735352
	Iteration 20F: 3 clusters Score -7809068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7809077.000000 Penalty: 5286.735352
	Iteration 21Q: 3 clusters Score -7809077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7809081.000000 Penalty: 5286.735352
	Iteration 22Q: 3 clusters Score -7809081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7809085.500000 Penalty: 5286.735352
	Iteration 23Q: 3 clusters Score -7809086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7809092.500000 Penalty: 5286.735352
	Iteration 24Q: 3 clusters Score -7809092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7809099.000000 Penalty: 5286.735352
	Iteration 25Q: 3 clusters Score -7809099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7809102.000000 Penalty: 5286.735352
	Iteration 26Q: 3 clusters Score -7809102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7809102.500000 Penalty: 5286.735352
	Iteration 27Q: 3 clusters Score -7809102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7809104.500000 Penalty: 5286.735352
	Iteration 28Q: 3 clusters Score -7809104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7809104.500000 Penalty: 5286.735352
	Iteration 29F: 3 clusters Score -7809104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Entering Unmasked Estep 
Score: -2775732.750000 Penalty: 2406.697754
	Iteration 0F: 2 clusters Score -2775733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2764008.500000 Penalty: 4813.395508
	Iteration 0F: 3 clusters Score -2764008 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2767773.500000 Penalty: 4813.395508
	Iteration 1F: 3 clusters Score -2767774 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2768306.500000 Penalty: 4813.395508
	Iteration 2F: 3 clusters Score -2768306 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2768924.000000 Penalty: 4813.395508
	Iteration 3F: 3 clusters Score -2768924 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2769624.250000 Penalty: 4813.395508
	Iteration 4F: 3 clusters Score -2769624 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2770468.750000 Penalty: 4813.395508
	Iteration 5F: 3 clusters Score -2770469 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2771272.500000 Penalty: 4813.395508
	Iteration 6F: 3 clusters Score -2771272 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2771883.000000 Penalty: 4813.395508
	Iteration 7F: 3 clusters Score -2771883 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2772323.500000 Penalty: 4813.395508
	Iteration 8F: 3 clusters Score -2772324 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2772588.500000 Penalty: 4813.395508
	Iteration 9Q: 3 clusters Score -2772588 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2772787.000000 Penalty: 4813.395508
	Iteration 10Q: 3 clusters Score -2772787 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2772945.250000 Penalty: 4813.395508
	Iteration 11Q: 3 clusters Score -2772945 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2773072.750000 Penalty: 4813.395508
	Iteration 12Q: 3 clusters Score -2773073 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2773157.750000 Penalty: 4813.395508
	Iteration 13Q: 3 clusters Score -2773158 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2773208.750000 Penalty: 4813.395508
	Iteration 14Q: 3 clusters Score -2773209 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2773254.000000 Penalty: 4813.395508
	Iteration 15Q: 3 clusters Score -2773254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2773273.250000 Penalty: 4813.395508
	Iteration 16Q: 3 clusters Score -2773273 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2773300.500000 Penalty: 4813.395508
	Iteration 17Q: 3 clusters Score -2773300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2773321.750000 Penalty: 4813.395508
	Iteration 18Q: 3 clusters Score -2773322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2773345.500000 Penalty: 4813.395508
	Iteration 19Q: 3 clusters Score -2773346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2773372.500000 Penalty: 4813.395508
	Iteration 20F: 3 clusters Score -2773372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2773384.250000 Penalty: 4813.395508
	Iteration 21Q: 3 clusters Score -2773384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2773407.500000 Penalty: 4813.395508
	Iteration 22Q: 3 clusters Score -2773408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2773434.750000 Penalty: 4813.395508
	Iteration 23Q: 3 clusters Score -2773435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2773451.750000 Penalty: 4813.395508
	Iteration 24Q: 3 clusters Score -2773452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2773473.250000 Penalty: 4813.395508
	Iteration 25Q: 3 clusters Score -2773473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2773502.250000 Penalty: 4813.395508
	Iteration 26Q: 3 clusters Score -2773502 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2773550.250000 Penalty: 4813.395508
	Iteration 27Q: 3 clusters Score -2773550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2773587.000000 Penalty: 4813.395508
	Iteration 28Q: 3 clusters Score -2773587 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2773636.500000 Penalty: 4813.395508
	Iteration 29Q: 3 clusters Score -2773636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2773699.750000 Penalty: 4813.395508
	Iteration 30Q: 3 clusters Score -2773700 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2773753.500000 Penalty: 4813.395508
	Iteration 31Q: 3 clusters Score -2773754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2773810.250000 Penalty: 4813.395508
	Iteration 32Q: 3 clusters Score -2773810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2773877.000000 Penalty: 4813.395508
	Iteration 33Q: 3 clusters Score -2773877 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2773931.000000 Penalty: 4813.395508
	Iteration 34Q: 3 clusters Score -2773931 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2773991.500000 Penalty: 4813.395508
	Iteration 35Q: 3 clusters Score -2773992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2774032.750000 Penalty: 4813.395508
	Iteration 36Q: 3 clusters Score -2774033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2774069.250000 Penalty: 4813.395508
	Iteration 37Q: 3 clusters Score -2774069 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2774096.750000 Penalty: 4813.395508
	Iteration 38Q: 3 clusters Score -2774097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2774121.500000 Penalty: 4813.395508
	Iteration 39Q: 3 clusters Score -2774122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2774144.000000 Penalty: 4813.395508
	Iteration 40F: 3 clusters Score -2774144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2774156.000000 Penalty: 4813.395508
	Iteration 41Q: 3 clusters Score -2774156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2774167.500000 Penalty: 4813.395508
	Iteration 42Q: 3 clusters Score -2774168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2774186.750000 Penalty: 4813.395508
	Iteration 43Q: 3 clusters Score -2774187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2774213.000000 Penalty: 4813.395508
	Iteration 44Q: 3 clusters Score -2774213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2774236.500000 Penalty: 4813.395508
	Iteration 45Q: 3 clusters Score -2774236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2774236.750000 Penalty: 4813.395508
	Iteration 46Q: 3 clusters Score -2774237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2774250.750000 Penalty: 4813.395508
	Iteration 47Q: 3 clusters Score -2774251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2774260.750000 Penalty: 4813.395508
	Iteration 48Q: 3 clusters Score -2774261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2774266.500000 Penalty: 4813.395508
	Iteration 49Q: 3 clusters Score -2774266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2774286.250000 Penalty: 4813.395508
	Iteration 50Q: 3 clusters Score -2774286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2774298.250000 Penalty: 4813.395508
	Iteration 51Q: 3 clusters Score -2774298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2774313.500000 Penalty: 4813.395508
	Iteration 52Q: 3 clusters Score -2774314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2774320.500000 Penalty: 4813.395508
	Iteration 53Q: 3 clusters Score -2774320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2774332.500000 Penalty: 4813.395508
	Iteration 54Q: 3 clusters Score -2774332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2774342.000000 Penalty: 4813.395508
	Iteration 55Q: 3 clusters Score -2774342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2774354.250000 Penalty: 4813.395508
	Iteration 56Q: 3 clusters Score -2774354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2774360.250000 Penalty: 4813.395508
	Iteration 57Q: 3 clusters Score -2774360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2774370.000000 Penalty: 4813.395508
	Iteration 58Q: 3 clusters Score -2774370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2774388.250000 Penalty: 4813.395508
	Iteration 59Q: 3 clusters Score -2774388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2774411.250000 Penalty: 4813.395508
	Iteration 60F: 3 clusters Score -2774411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2774431.000000 Penalty: 4813.395508
	Iteration 61Q: 3 clusters Score -2774431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2774455.250000 Penalty: 4813.395508
	Iteration 62Q: 3 clusters Score -2774455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2774476.750000 Penalty: 4813.395508
	Iteration 63Q: 3 clusters Score -2774477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2774504.000000 Penalty: 4813.395508
	Iteration 64Q: 3 clusters Score -2774504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2774517.250000 Penalty: 4813.395508
	Iteration 65Q: 3 clusters Score -2774517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2774521.250000 Penalty: 4813.395508
	Iteration 66Q: 3 clusters Score -2774521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2774526.000000 Penalty: 4813.395508
	Iteration 67Q: 3 clusters Score -2774526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2774529.250000 Penalty: 4813.395508
	Iteration 68Q: 3 clusters Score -2774529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2774540.500000 Penalty: 4813.395508
	Iteration 69Q: 3 clusters Score -2774540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2774553.750000 Penalty: 4813.395508
	Iteration 70Q: 3 clusters Score -2774554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2774559.500000 Penalty: 4813.395508
	Iteration 71Q: 3 clusters Score -2774560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2774564.500000 Penalty: 4813.395508
	Iteration 72Q: 3 clusters Score -2774564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2774570.250000 Penalty: 4813.395508
	Iteration 73Q: 3 clusters Score -2774570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2774574.750000 Penalty: 4813.395508
	Iteration 74Q: 3 clusters Score -2774575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2774574.500000 Penalty: 4813.395508
	Iteration 75Q: 3 clusters Score -2774574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2774574.500000 Penalty: 4813.395508
	Iteration 76Q: 3 clusters Score -2774574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2774572.750000 Penalty: 4813.395508
	Iteration 77Q: 3 clusters Score -2774573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2774575.000000 Penalty: 4813.395508
	Iteration 78Q: 3 clusters Score -2774575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2774575.000000 Penalty: 4813.395508
	Iteration 79F: 3 clusters Score -2774575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Entering Unmasked Estep 
Score: -9422273.000000 Penalty: 2695.961670
	Iteration 0F: 2 clusters Score -9422273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -9391586.000000 Penalty: 5391.923340
	Iteration 0F: 3 clusters Score -9391586 nChanged 24278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -9404991.000000 Penalty: 5391.923340
	Iteration 1F: 3 clusters Score -9404991 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -9405501.000000 Penalty: 5391.923340
	Iteration 2Q: 3 clusters Score -9405501 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -9405990.000000 Penalty: 5391.923340
	Iteration 3Q: 3 clusters Score -9405990 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -9406541.000000 Penalty: 5391.923340
	Iteration 4Q: 3 clusters Score -9406541 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -9407105.000000 Penalty: 5391.923340
	Iteration 5Q: 3 clusters Score -9407105 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -9407831.000000 Penalty: 5391.923340
	Iteration 6Q: 3 clusters Score -9407831 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -9408784.000000 Penalty: 5391.923340
	Iteration 7Q: 3 clusters Score -9408784 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -9410065.000000 Penalty: 5391.923340
	Iteration 8F: 3 clusters Score -9410065 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -9411789.000000 Penalty: 5391.923340
	Iteration 9F: 3 clusters Score -9411789 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -9413936.000000 Penalty: 5391.923340
	Iteration 10F: 3 clusters Score -9413936 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -9415844.000000 Penalty: 5391.923340
	Iteration 11F: 3 clusters Score -9415844 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -9417154.000000 Penalty: 5391.923340
	Iteration 12Q: 3 clusters Score -9417154 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -9418167.000000 Penalty: 5391.923340
	Iteration 13Q: 3 clusters Score -9418167 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9418742.000000 Penalty: 5391.923340
	Iteration 14Q: 3 clusters Score -9418742 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -9419112.000000 Penalty: 5391.923340
	Iteration 15Q: 3 clusters Score -9419112 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -9419392.000000 Penalty: 5391.923340
	Iteration 16Q: 3 clusters Score -9419392 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -9419544.000000 Penalty: 5391.923340
	Iteration 17Q: 3 clusters Score -9419544 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -9419656.000000 Penalty: 5391.923340
	Iteration 18Q: 3 clusters Score -9419656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -9419731.000000 Penalty: 5391.923340
	Iteration 19Q: 3 clusters Score -9419731 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -9419793.000000 Penalty: 5391.923340
	Iteration 20F: 3 clusters Score -9419793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -9419874.000000 Penalty: 5391.923340
	Iteration 21Q: 3 clusters Score -9419874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -9419929.000000 Penalty: 5391.923340
	Iteration 22Q: 3 clusters Score -9419929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -9419952.000000 Penalty: 5391.923340
	Iteration 23Q: 3 clusters Score -9419952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -9419970.000000 Penalty: 5391.923340
	Iteration 24Q: 3 clusters Score -9419970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -9419986.000000 Penalty: 5391.923340
	Iteration 25Q: 3 clusters Score -9419986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -9420015.000000 Penalty: 5391.923340
	Iteration 26Q: 3 clusters Score -9420015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -9420032.000000 Penalty: 5391.923340
	Iteration 27Q: 3 clusters Score -9420032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -9420038.000000 Penalty: 5391.923340
	Iteration 28Q: 3 clusters Score -9420038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -9420033.000000 Penalty: 5391.923340
	Iteration 29Q: 3 clusters Score -9420033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -9420031.000000 Penalty: 5391.923340
	Iteration 30Q: 3 clusters Score -9420031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -9420030.000000 Penalty: 5391.923340
	Iteration 31Q: 3 clusters Score -9420030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -9420036.000000 Penalty: 5391.923340
	Iteration 32Q: 3 clusters Score -9420036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9420043.000000 Penalty: 5391.923340
	Iteration 33Q: 3 clusters Score -9420043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9420043.000000 Penalty: 5391.923340
	Iteration 34F: 3 clusters Score -9420043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Entering Unmasked Estep 
Score: -9080775.000000 Penalty: 2687.168457
	Iteration 0F: 2 clusters Score -9080775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -9048247.000000 Penalty: 5374.336914
	Iteration 0F: 3 clusters Score -9048247 nChanged 23634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -9061225.000000 Penalty: 5374.336914
	Iteration 1F: 3 clusters Score -9061225 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -9061914.000000 Penalty: 5374.336914
	Iteration 2Q: 3 clusters Score -9061914 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -9062773.000000 Penalty: 5374.336914
	Iteration 3Q: 3 clusters Score -9062773 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -9063957.000000 Penalty: 5374.336914
	Iteration 4Q: 3 clusters Score -9063957 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -9065423.000000 Penalty: 5374.336914
	Iteration 5F: 3 clusters Score -9065423 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -9067337.000000 Penalty: 5374.336914
	Iteration 6F: 3 clusters Score -9067337 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -9069668.000000 Penalty: 5374.336914
	Iteration 7F: 3 clusters Score -9069668 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -9072187.000000 Penalty: 5374.336914
	Iteration 8F: 3 clusters Score -9072187 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -9074257.000000 Penalty: 5374.336914
	Iteration 9F: 3 clusters Score -9074257 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -9076084.000000 Penalty: 5374.336914
	Iteration 10Q: 3 clusters Score -9076084 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -9077620.000000 Penalty: 5374.336914
	Iteration 11Q: 3 clusters Score -9077620 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9078300.000000 Penalty: 5374.336914
	Iteration 12Q: 3 clusters Score -9078300 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -9078567.000000 Penalty: 5374.336914
	Iteration 13Q: 3 clusters Score -9078567 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -9078744.000000 Penalty: 5374.336914
	Iteration 14Q: 3 clusters Score -9078744 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -9078836.000000 Penalty: 5374.336914
	Iteration 15Q: 3 clusters Score -9078836 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -9078907.000000 Penalty: 5374.336914
	Iteration 16Q: 3 clusters Score -9078907 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9078982.000000 Penalty: 5374.336914
	Iteration 17Q: 3 clusters Score -9078982 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9079035.000000 Penalty: 5374.336914
	Iteration 18Q: 3 clusters Score -9079035 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9079045.000000 Penalty: 5374.336914
	Iteration 19Q: 3 clusters Score -9079045 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -9079064.000000 Penalty: 5374.336914
	Iteration 20F: 3 clusters Score -9079064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -9079064.000000 Penalty: 5374.336914
	Iteration 21Q: 3 clusters Score -9079064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9079089.000000 Penalty: 5374.336914
	Iteration 22Q: 3 clusters Score -9079089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -9079098.000000 Penalty: 5374.336914
	Iteration 23Q: 3 clusters Score -9079098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9079090.000000 Penalty: 5374.336914
	Iteration 24Q: 3 clusters Score -9079090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -9079089.000000 Penalty: 5374.336914
	Iteration 25Q: 3 clusters Score -9079089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -9079093.000000 Penalty: 5374.336914
	Iteration 26Q: 3 clusters Score -9079093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -9079099.000000 Penalty: 5374.336914
	Iteration 27Q: 3 clusters Score -9079099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -9079110.000000 Penalty: 5374.336914
	Iteration 28Q: 3 clusters Score -9079110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -9079095.000000 Penalty: 5374.336914
	Iteration 29Q: 3 clusters Score -9079095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -9079092.000000 Penalty: 5374.336914
	Iteration 30Q: 3 clusters Score -9079092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -9079095.000000 Penalty: 5374.336914
	Iteration 31Q: 3 clusters Score -9079095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -9079087.000000 Penalty: 5374.336914
	Iteration 32Q: 3 clusters Score -9079087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -9079084.000000 Penalty: 5374.336914
	Iteration 33Q: 3 clusters Score -9079084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -9079092.000000 Penalty: 5374.336914
	Iteration 34Q: 3 clusters Score -9079092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -9079092.000000 Penalty: 5374.336914
	Iteration 35Q: 3 clusters Score -9079092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9079083.000000 Penalty: 5374.336914
	Iteration 36Q: 3 clusters Score -9079083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -9079083.000000 Penalty: 5374.336914
	Iteration 37Q: 3 clusters Score -9079083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -9079086.000000 Penalty: 5374.336914
	Iteration 38Q: 3 clusters Score -9079086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -9079076.000000 Penalty: 5374.336914
	Iteration 39Q: 3 clusters Score -9079076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -9079065.000000 Penalty: 5374.336914
	Iteration 40F: 3 clusters Score -9079065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -9079080.000000 Penalty: 5374.336914
	Iteration 41Q: 3 clusters Score -9079080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -9079088.000000 Penalty: 5374.336914
	Iteration 42Q: 3 clusters Score -9079088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9079094.000000 Penalty: 5374.336914
	Iteration 43Q: 3 clusters Score -9079094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -9079094.000000 Penalty: 5374.336914
	Iteration 44Q: 3 clusters Score -9079094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -9079093.000000 Penalty: 5374.336914
	Iteration 45Q: 3 clusters Score -9079093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -9079089.000000 Penalty: 5374.336914
	Iteration 46Q: 3 clusters Score -9079089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9079086.000000 Penalty: 5374.336914
	Iteration 47Q: 3 clusters Score -9079086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -9079099.000000 Penalty: 5374.336914
	Iteration 48Q: 3 clusters Score -9079099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -9079098.000000 Penalty: 5374.336914
	Iteration 49Q: 3 clusters Score -9079098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -9079101.000000 Penalty: 5374.336914
	Iteration 50Q: 3 clusters Score -9079101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -9079100.000000 Penalty: 5374.336914
	Iteration 51Q: 3 clusters Score -9079100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -9079100.000000 Penalty: 5374.336914
	Iteration 52F: 3 clusters Score -9079100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 242 members 
Entering Unmasked Estep 
Score: -40902.050781 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -40902.05 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41307.218750 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41307.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41468.703125 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -41468.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41643.691406 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -41643.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41929.156250 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -41929.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42255.898438 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -42255.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42465.953125 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42465.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42475.222656 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -42475.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42476.554688 Penalty: 3080.457520
	Iteration 8F: 3 clusters Score -42476.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42491.125000 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -42491.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42558.062500 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -42558.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42574.742188 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -42574.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42574.742188 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -42574.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22776 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17064 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40481 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 49082 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22217 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 37828 members 
Mstep: Class 15 contains 34683 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 42563 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 52618 members 
Mstep: Class 23 contains 50785 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 45429 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 40431 members 
Mstep: Class 28 contains 41881 members 
Mstep: Class 29 contains 48235 members 
Mstep: Class 30 contains 49800 members 
Mstep: Class 31 contains 24238 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43222 members 
Mstep: Class 34 contains 69310 members 
Mstep: Class 35 contains 40761 members 
Mstep: Class 36 contains 37624 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43214 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57189 members 
Mstep: Class 41 contains 160 members 
Entering Unmasked Estep 
Score: -196422448.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196424064.000000 to -196422448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (45429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Entering Unmasked Estep 
Score: -8216439.500000 Penalty: 2659.528564
	Iteration 0F: 2 clusters Score -8216440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8187184.000000 Penalty: 5319.057129
	Iteration 0F: 3 clusters Score -8187184 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -8198657.500000 Penalty: 5319.057129
	Iteration 1F: 3 clusters Score -8198658 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -8199176.000000 Penalty: 5319.057129
	Iteration 2Q: 3 clusters Score -8199176 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -8199678.000000 Penalty: 5319.057129
	Iteration 3Q: 3 clusters Score -8199678 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8200357.500000 Penalty: 5319.057129
	Iteration 4Q: 3 clusters Score -8200358 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -8201259.500000 Penalty: 5319.057129
	Iteration 5Q: 3 clusters Score -8201260 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -8202695.000000 Penalty: 5319.057129
	Iteration 6F: 3 clusters Score -8202695 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -8205019.500000 Penalty: 5319.057129
	Iteration 7F: 3 clusters Score -8205020 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -8208407.500000 Penalty: 5319.057129
	Iteration 8F: 3 clusters Score -8208408 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -8211596.500000 Penalty: 5319.057129
	Iteration 9F: 3 clusters Score -8211596 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8213211.000000 Penalty: 5319.057129
	Iteration 10Q: 3 clusters Score -8213211 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -8213722.500000 Penalty: 5319.057129
	Iteration 11Q: 3 clusters Score -8213722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8213932.500000 Penalty: 5319.057129
	Iteration 12Q: 3 clusters Score -8213932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -8214033.500000 Penalty: 5319.057129
	Iteration 13Q: 3 clusters Score -8214034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8214080.500000 Penalty: 5319.057129
	Iteration 14Q: 3 clusters Score -8214080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8214100.000000 Penalty: 5319.057129
	Iteration 15Q: 3 clusters Score -8214100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8214117.000000 Penalty: 5319.057129
	Iteration 16Q: 3 clusters Score -8214117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8214122.000000 Penalty: 5319.057129
	Iteration 17Q: 3 clusters Score -8214122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8214127.500000 Penalty: 5319.057129
	Iteration 18Q: 3 clusters Score -8214128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8214125.000000 Penalty: 5319.057129
	Iteration 19Q: 3 clusters Score -8214125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8214125.000000 Penalty: 5319.057129
	Iteration 20F: 3 clusters Score -8214125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Entering Unmasked Estep 
Score: -3515433.250000 Penalty: 2455.692627
	Iteration 0F: 2 clusters Score -3515433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3501507.750000 Penalty: 4911.385254
	Iteration 0F: 3 clusters Score -3501508 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3506250.500000 Penalty: 4911.385254
	Iteration 1F: 3 clusters Score -3506250 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3506870.750000 Penalty: 4911.385254
	Iteration 2F: 3 clusters Score -3506871 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3507472.000000 Penalty: 4911.385254
	Iteration 3F: 3 clusters Score -3507472 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3508110.500000 Penalty: 4911.385254
	Iteration 4F: 3 clusters Score -3508110 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3508757.500000 Penalty: 4911.385254
	Iteration 5F: 3 clusters Score -3508758 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3509480.000000 Penalty: 4911.385254
	Iteration 6F: 3 clusters Score -3509480 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3510237.750000 Penalty: 4911.385254
	Iteration 7F: 3 clusters Score -3510238 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3510878.750000 Penalty: 4911.385254
	Iteration 8Q: 3 clusters Score -3510879 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3511448.250000 Penalty: 4911.385254
	Iteration 9Q: 3 clusters Score -3511448 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3511922.250000 Penalty: 4911.385254
	Iteration 10Q: 3 clusters Score -3511922 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3512322.500000 Penalty: 4911.385254
	Iteration 11Q: 3 clusters Score -3512322 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3512651.250000 Penalty: 4911.385254
	Iteration 12Q: 3 clusters Score -3512651 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3512887.250000 Penalty: 4911.385254
	Iteration 13Q: 3 clusters Score -3512887 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3513112.000000 Penalty: 4911.385254
	Iteration 14Q: 3 clusters Score -3513112 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3513264.750000 Penalty: 4911.385254
	Iteration 15Q: 3 clusters Score -3513265 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3513347.000000 Penalty: 4911.385254
	Iteration 16Q: 3 clusters Score -3513347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3513407.500000 Penalty: 4911.385254
	Iteration 17Q: 3 clusters Score -3513408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3513455.250000 Penalty: 4911.385254
	Iteration 18Q: 3 clusters Score -3513455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3513488.250000 Penalty: 4911.385254
	Iteration 19Q: 3 clusters Score -3513488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3513507.500000 Penalty: 4911.385254
	Iteration 20F: 3 clusters Score -3513508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3513513.750000 Penalty: 4911.385254
	Iteration 21Q: 3 clusters Score -3513514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3513529.500000 Penalty: 4911.385254
	Iteration 22Q: 3 clusters Score -3513530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3513529.000000 Penalty: 4911.385254
	Iteration 23Q: 3 clusters Score -3513529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3513530.500000 Penalty: 4911.385254
	Iteration 24Q: 3 clusters Score -3513530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3513534.250000 Penalty: 4911.385254
	Iteration 25Q: 3 clusters Score -3513534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3513535.250000 Penalty: 4911.385254
	Iteration 26Q: 3 clusters Score -3513535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3513536.250000 Penalty: 4911.385254
	Iteration 27Q: 3 clusters Score -3513536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3513543.750000 Penalty: 4911.385254
	Iteration 28Q: 3 clusters Score -3513544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3513541.750000 Penalty: 4911.385254
	Iteration 29Q: 3 clusters Score -3513542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3513540.000000 Penalty: 4911.385254
	Iteration 30Q: 3 clusters Score -3513540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3513539.750000 Penalty: 4911.385254
	Iteration 31Q: 3 clusters Score -3513540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3513544.500000 Penalty: 4911.385254
	Iteration 32Q: 3 clusters Score -3513544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3513544.500000 Penalty: 4911.385254
	Iteration 33F: 3 clusters Score -3513544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Entering Unmasked Estep 
Score: -7251052.000000 Penalty: 2630.623291
	Iteration 0F: 2 clusters Score -7251052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7223528.000000 Penalty: 5261.246582
	Iteration 0F: 3 clusters Score -7223528 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -7234001.000000 Penalty: 5261.246582
	Iteration 1F: 3 clusters Score -7234001 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -7234471.500000 Penalty: 5261.246582
	Iteration 2Q: 3 clusters Score -7234472 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -7234924.500000 Penalty: 5261.246582
	Iteration 3Q: 3 clusters Score -7234924 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -7235397.000000 Penalty: 5261.246582
	Iteration 4Q: 3 clusters Score -7235397 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -7235976.500000 Penalty: 5261.246582
	Iteration 5Q: 3 clusters Score -7235976 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -7236679.000000 Penalty: 5261.246582
	Iteration 6Q: 3 clusters Score -7236679 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -7237514.500000 Penalty: 5261.246582
	Iteration 7Q: 3 clusters Score -7237514 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -7238833.000000 Penalty: 5261.246582
	Iteration 8F: 3 clusters Score -7238833 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7240459.000000 Penalty: 5261.246582
	Iteration 9F: 3 clusters Score -7240459 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -7242281.000000 Penalty: 5261.246582
	Iteration 10F: 3 clusters Score -7242281 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -7243872.500000 Penalty: 5261.246582
	Iteration 11Q: 3 clusters Score -7243872 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7245059.000000 Penalty: 5261.246582
	Iteration 12Q: 3 clusters Score -7245059 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -7245843.000000 Penalty: 5261.246582
	Iteration 13Q: 3 clusters Score -7245843 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -7246460.000000 Penalty: 5261.246582
	Iteration 14Q: 3 clusters Score -7246460 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -7246968.500000 Penalty: 5261.246582
	Iteration 15Q: 3 clusters Score -7246968 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -7247370.500000 Penalty: 5261.246582
	Iteration 16Q: 3 clusters Score -7247370 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -7247667.500000 Penalty: 5261.246582
	Iteration 17Q: 3 clusters Score -7247668 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -7247959.000000 Penalty: 5261.246582
	Iteration 18Q: 3 clusters Score -7247959 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7248195.000000 Penalty: 5261.246582
	Iteration 19Q: 3 clusters Score -7248195 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7248342.500000 Penalty: 5261.246582
	Iteration 20F: 3 clusters Score -7248342 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7248463.000000 Penalty: 5261.246582
	Iteration 21Q: 3 clusters Score -7248463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7248553.500000 Penalty: 5261.246582
	Iteration 22Q: 3 clusters Score -7248554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -7248608.000000 Penalty: 5261.246582
	Iteration 23Q: 3 clusters Score -7248608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7248655.500000 Penalty: 5261.246582
	Iteration 24Q: 3 clusters Score -7248656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -7248685.500000 Penalty: 5261.246582
	Iteration 25Q: 3 clusters Score -7248686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -7248704.500000 Penalty: 5261.246582
	Iteration 26Q: 3 clusters Score -7248704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -7248713.000000 Penalty: 5261.246582
	Iteration 27Q: 3 clusters Score -7248713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7248715.500000 Penalty: 5261.246582
	Iteration 28Q: 3 clusters Score -7248716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -7248716.500000 Penalty: 5261.246582
	Iteration 29Q: 3 clusters Score -7248716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -7248734.000000 Penalty: 5261.246582
	Iteration 30Q: 3 clusters Score -7248734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -7248745.500000 Penalty: 5261.246582
	Iteration 31Q: 3 clusters Score -7248746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7248750.500000 Penalty: 5261.246582
	Iteration 32Q: 3 clusters Score -7248750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -7248750.000000 Penalty: 5261.246582
	Iteration 33Q: 3 clusters Score -7248750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -7248766.000000 Penalty: 5261.246582
	Iteration 34Q: 3 clusters Score -7248766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7248771.000000 Penalty: 5261.246582
	Iteration 35Q: 3 clusters Score -7248771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7248766.500000 Penalty: 5261.246582
	Iteration 36Q: 3 clusters Score -7248766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -7248772.500000 Penalty: 5261.246582
	Iteration 37Q: 3 clusters Score -7248772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7248778.000000 Penalty: 5261.246582
	Iteration 38Q: 3 clusters Score -7248778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -7248776.500000 Penalty: 5261.246582
	Iteration 39Q: 3 clusters Score -7248776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7248776.000000 Penalty: 5261.246582
	Iteration 40F: 3 clusters Score -7248776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7248773.500000 Penalty: 5261.246582
	Iteration 41Q: 3 clusters Score -7248774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7248776.000000 Penalty: 5261.246582
	Iteration 42Q: 3 clusters Score -7248776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7248773.500000 Penalty: 5261.246582
	Iteration 43Q: 3 clusters Score -7248774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7248773.500000 Penalty: 5261.246582
	Iteration 44F: 3 clusters Score -7248774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Entering Unmasked Estep 
Score: -7461365.500000 Penalty: 2639.361816
	Iteration 0F: 2 clusters Score -7461366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -7433237.000000 Penalty: 5278.723633
	Iteration 0F: 3 clusters Score -7433237 nChanged 19243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7443944.000000 Penalty: 5278.723633
	Iteration 1F: 3 clusters Score -7443944 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -7444689.000000 Penalty: 5278.723633
	Iteration 2Q: 3 clusters Score -7444689 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -7445553.000000 Penalty: 5278.723633
	Iteration 3Q: 3 clusters Score -7445553 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -7446828.500000 Penalty: 5278.723633
	Iteration 4F: 3 clusters Score -7446828 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -7448501.500000 Penalty: 5278.723633
	Iteration 5F: 3 clusters Score -7448502 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -7450475.000000 Penalty: 5278.723633
	Iteration 6F: 3 clusters Score -7450475 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -7452484.500000 Penalty: 5278.723633
	Iteration 7F: 3 clusters Score -7452484 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -7454214.000000 Penalty: 5278.723633
	Iteration 8F: 3 clusters Score -7454214 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -7455545.000000 Penalty: 5278.723633
	Iteration 9F: 3 clusters Score -7455545 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7456688.500000 Penalty: 5278.723633
	Iteration 10Q: 3 clusters Score -7456688 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7457633.000000 Penalty: 5278.723633
	Iteration 11Q: 3 clusters Score -7457633 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7458337.000000 Penalty: 5278.723633
	Iteration 12Q: 3 clusters Score -7458337 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7458754.500000 Penalty: 5278.723633
	Iteration 13Q: 3 clusters Score -7458754 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7459049.000000 Penalty: 5278.723633
	Iteration 14Q: 3 clusters Score -7459049 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7459232.500000 Penalty: 5278.723633
	Iteration 15Q: 3 clusters Score -7459232 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7459344.500000 Penalty: 5278.723633
	Iteration 16Q: 3 clusters Score -7459344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7459382.000000 Penalty: 5278.723633
	Iteration 17Q: 3 clusters Score -7459382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7459431.000000 Penalty: 5278.723633
	Iteration 18Q: 3 clusters Score -7459431 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7459468.000000 Penalty: 5278.723633
	Iteration 19Q: 3 clusters Score -7459468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7459477.500000 Penalty: 5278.723633
	Iteration 20F: 3 clusters Score -7459478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7459501.000000 Penalty: 5278.723633
	Iteration 21Q: 3 clusters Score -7459501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7459494.500000 Penalty: 5278.723633
	Iteration 22Q: 3 clusters Score -7459494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7459499.500000 Penalty: 5278.723633
	Iteration 23Q: 3 clusters Score -7459500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7459506.000000 Penalty: 5278.723633
	Iteration 24Q: 3 clusters Score -7459506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7459523.000000 Penalty: 5278.723633
	Iteration 25Q: 3 clusters Score -7459523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7459530.000000 Penalty: 5278.723633
	Iteration 26Q: 3 clusters Score -7459530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7459518.500000 Penalty: 5278.723633
	Iteration 27Q: 3 clusters Score -7459518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7459525.000000 Penalty: 5278.723633
	Iteration 28Q: 3 clusters Score -7459525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7459530.500000 Penalty: 5278.723633
	Iteration 29Q: 3 clusters Score -7459530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7459532.500000 Penalty: 5278.723633
	Iteration 30Q: 3 clusters Score -7459532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7459533.500000 Penalty: 5278.723633
	Iteration 31Q: 3 clusters Score -7459534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7459534.000000 Penalty: 5278.723633
	Iteration 32Q: 3 clusters Score -7459534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7459534.000000 Penalty: 5278.723633
	Iteration 33F: 3 clusters Score -7459534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Entering Unmasked Estep 
Score: -8687452.000000 Penalty: 2674.392334
	Iteration 0F: 2 clusters Score -8687452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8657388.000000 Penalty: 5348.784668
	Iteration 0F: 3 clusters Score -8657388 nChanged 22238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -8669629.000000 Penalty: 5348.784668
	Iteration 1F: 3 clusters Score -8669629 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8670147.000000 Penalty: 5348.784668
	Iteration 2Q: 3 clusters Score -8670147 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8670580.000000 Penalty: 5348.784668
	Iteration 3Q: 3 clusters Score -8670580 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8670994.000000 Penalty: 5348.784668
	Iteration 4Q: 3 clusters Score -8670994 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -8671411.000000 Penalty: 5348.784668
	Iteration 5Q: 3 clusters Score -8671411 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -8671974.000000 Penalty: 5348.784668
	Iteration 6Q: 3 clusters Score -8671974 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -8672857.000000 Penalty: 5348.784668
	Iteration 7Q: 3 clusters Score -8672857 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -8674047.000000 Penalty: 5348.784668
	Iteration 8F: 3 clusters Score -8674047 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -8676123.000000 Penalty: 5348.784668
	Iteration 9F: 3 clusters Score -8676123 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -8679158.000000 Penalty: 5348.784668
	Iteration 10F: 3 clusters Score -8679158 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -8682069.000000 Penalty: 5348.784668
	Iteration 11F: 3 clusters Score -8682069 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8683687.000000 Penalty: 5348.784668
	Iteration 12F: 3 clusters Score -8683687 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8684424.000000 Penalty: 5348.784668
	Iteration 13Q: 3 clusters Score -8684424 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8684763.000000 Penalty: 5348.784668
	Iteration 14Q: 3 clusters Score -8684763 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8684929.000000 Penalty: 5348.784668
	Iteration 15Q: 3 clusters Score -8684929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8685012.000000 Penalty: 5348.784668
	Iteration 16Q: 3 clusters Score -8685012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8685054.000000 Penalty: 5348.784668
	Iteration 17Q: 3 clusters Score -8685054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8685084.000000 Penalty: 5348.784668
	Iteration 18Q: 3 clusters Score -8685084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8685111.000000 Penalty: 5348.784668
	Iteration 19Q: 3 clusters Score -8685111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8685128.000000 Penalty: 5348.784668
	Iteration 20F: 3 clusters Score -8685128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8685140.000000 Penalty: 5348.784668
	Iteration 21Q: 3 clusters Score -8685140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8685150.000000 Penalty: 5348.784668
	Iteration 22Q: 3 clusters Score -8685150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8685155.000000 Penalty: 5348.784668
	Iteration 23Q: 3 clusters Score -8685155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8685165.000000 Penalty: 5348.784668
	Iteration 24Q: 3 clusters Score -8685165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8685158.000000 Penalty: 5348.784668
	Iteration 25Q: 3 clusters Score -8685158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8685163.000000 Penalty: 5348.784668
	Iteration 26Q: 3 clusters Score -8685163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8685166.000000 Penalty: 5348.784668
	Iteration 27Q: 3 clusters Score -8685166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8685167.000000 Penalty: 5348.784668
	Iteration 28Q: 3 clusters Score -8685167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8685173.000000 Penalty: 5348.784668
	Iteration 29Q: 3 clusters Score -8685173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8685174.000000 Penalty: 5348.784668
	Iteration 30Q: 3 clusters Score -8685174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8685174.000000 Penalty: 5348.784668
	Iteration 31Q: 3 clusters Score -8685174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8685181.000000 Penalty: 5348.784668
	Iteration 32Q: 3 clusters Score -8685181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8685181.000000 Penalty: 5348.784668
	Iteration 33Q: 3 clusters Score -8685181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8685181.000000 Penalty: 5348.784668
	Iteration 34F: 3 clusters Score -8685181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Entering Unmasked Estep 
Score: -8950780.000000 Penalty: 2682.311035
	Iteration 0F: 2 clusters Score -8950780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8919948.000000 Penalty: 5364.622070
	Iteration 0F: 3 clusters Score -8919948 nChanged 23036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -8932652.000000 Penalty: 5364.622070
	Iteration 1F: 3 clusters Score -8932652 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -8933217.000000 Penalty: 5364.622070
	Iteration 2Q: 3 clusters Score -8933217 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -8933832.000000 Penalty: 5364.622070
	Iteration 3Q: 3 clusters Score -8933832 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -8934520.000000 Penalty: 5364.622070
	Iteration 4Q: 3 clusters Score -8934520 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -8935498.000000 Penalty: 5364.622070
	Iteration 5Q: 3 clusters Score -8935498 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -8936979.000000 Penalty: 5364.622070
	Iteration 6F: 3 clusters Score -8936979 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -8939118.000000 Penalty: 5364.622070
	Iteration 7F: 3 clusters Score -8939118 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8941959.000000 Penalty: 5364.622070
	Iteration 8F: 3 clusters Score -8941959 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8944690.000000 Penalty: 5364.622070
	Iteration 9F: 3 clusters Score -8944690 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -8946586.000000 Penalty: 5364.622070
	Iteration 10F: 3 clusters Score -8946586 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -8947672.000000 Penalty: 5364.622070
	Iteration 11Q: 3 clusters Score -8947672 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -8948087.000000 Penalty: 5364.622070
	Iteration 12Q: 3 clusters Score -8948087 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -8948243.000000 Penalty: 5364.622070
	Iteration 13Q: 3 clusters Score -8948243 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -8948367.000000 Penalty: 5364.622070
	Iteration 14Q: 3 clusters Score -8948367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -8948416.000000 Penalty: 5364.622070
	Iteration 15Q: 3 clusters Score -8948416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -8948443.000000 Penalty: 5364.622070
	Iteration 16Q: 3 clusters Score -8948443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -8948461.000000 Penalty: 5364.622070
	Iteration 17Q: 3 clusters Score -8948461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -8948475.000000 Penalty: 5364.622070
	Iteration 18Q: 3 clusters Score -8948475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -8948480.000000 Penalty: 5364.622070
	Iteration 19Q: 3 clusters Score -8948480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -8948496.000000 Penalty: 5364.622070
	Iteration 20F: 3 clusters Score -8948496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -8948508.000000 Penalty: 5364.622070
	Iteration 21Q: 3 clusters Score -8948508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -8948507.000000 Penalty: 5364.622070
	Iteration 22Q: 3 clusters Score -8948507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -8948507.000000 Penalty: 5364.622070
	Iteration 23F: 3 clusters Score -8948507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Entering Unmasked Estep 
Score: -4298170.500000 Penalty: 2503.728027
	Iteration 0F: 2 clusters Score -4298170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4281380.000000 Penalty: 5007.456055
	Iteration 0F: 3 clusters Score -4281380 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4287207.500000 Penalty: 5007.456055
	Iteration 1F: 3 clusters Score -4287208 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4287716.500000 Penalty: 5007.456055
	Iteration 2F: 3 clusters Score -4287716 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4288164.500000 Penalty: 5007.456055
	Iteration 3Q: 3 clusters Score -4288164 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4288740.000000 Penalty: 5007.456055
	Iteration 4Q: 3 clusters Score -4288740 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4289642.500000 Penalty: 5007.456055
	Iteration 5F: 3 clusters Score -4289642 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4290975.500000 Penalty: 5007.456055
	Iteration 6F: 3 clusters Score -4290976 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4292614.500000 Penalty: 5007.456055
	Iteration 7F: 3 clusters Score -4292614 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4294184.500000 Penalty: 5007.456055
	Iteration 8F: 3 clusters Score -4294184 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4295309.500000 Penalty: 5007.456055
	Iteration 9F: 3 clusters Score -4295310 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4295941.000000 Penalty: 5007.456055
	Iteration 10Q: 3 clusters Score -4295941 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4296261.000000 Penalty: 5007.456055
	Iteration 11Q: 3 clusters Score -4296261 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4296449.000000 Penalty: 5007.456055
	Iteration 12Q: 3 clusters Score -4296449 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4296548.500000 Penalty: 5007.456055
	Iteration 13Q: 3 clusters Score -4296548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4296594.000000 Penalty: 5007.456055
	Iteration 14Q: 3 clusters Score -4296594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4296624.000000 Penalty: 5007.456055
	Iteration 15Q: 3 clusters Score -4296624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4296647.000000 Penalty: 5007.456055
	Iteration 16Q: 3 clusters Score -4296647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4296675.000000 Penalty: 5007.456055
	Iteration 17Q: 3 clusters Score -4296675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4296692.000000 Penalty: 5007.456055
	Iteration 18Q: 3 clusters Score -4296692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4296701.000000 Penalty: 5007.456055
	Iteration 19Q: 3 clusters Score -4296701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4296712.500000 Penalty: 5007.456055
	Iteration 20F: 3 clusters Score -4296712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4296711.500000 Penalty: 5007.456055
	Iteration 21Q: 3 clusters Score -4296712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -4296707.000000 Penalty: 5007.456055
	Iteration 22Q: 3 clusters Score -4296707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4296714.500000 Penalty: 5007.456055
	Iteration 23Q: 3 clusters Score -4296714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4296729.500000 Penalty: 5007.456055
	Iteration 24Q: 3 clusters Score -4296730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4296726.500000 Penalty: 5007.456055
	Iteration 25Q: 3 clusters Score -4296726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4296726.500000 Penalty: 5007.456055
	Iteration 26Q: 3 clusters Score -4296726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4296730.000000 Penalty: 5007.456055
	Iteration 27Q: 3 clusters Score -4296730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4296730.000000 Penalty: 5007.456055
	Iteration 28F: 3 clusters Score -4296730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -209951.734375 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -209951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -207948.156250 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -207948.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -208426.625000 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -208426.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -208560.218750 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -208560.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -208652.359375 Penalty: 3534.539307
	Iteration 3Q: 3 clusters Score -208652.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -208732.171875 Penalty: 3534.539307
	Iteration 4Q: 3 clusters Score -208732.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -208797.031250 Penalty: 3534.539307
	Iteration 5Q: 3 clusters Score -208797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -208867.203125 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -208867.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -208936.015625 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -208936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -208975.343750 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -208975.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -208997.937500 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -208997.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -209020.531250 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -209020.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -209056.187500 Penalty: 3534.539307
	Iteration 11Q: 3 clusters Score -209056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -209068.875000 Penalty: 3534.539307
	Iteration 12Q: 3 clusters Score -209068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -209083.359375 Penalty: 3534.539307
	Iteration 13Q: 3 clusters Score -209083.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -209093.171875 Penalty: 3534.539307
	Iteration 14Q: 3 clusters Score -209093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -209100.218750 Penalty: 3534.539307
	Iteration 15Q: 3 clusters Score -209100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -209102.968750 Penalty: 3534.539307
	Iteration 16Q: 3 clusters Score -209103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -209105.812500 Penalty: 3534.539307
	Iteration 17Q: 3 clusters Score -209105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -209108.281250 Penalty: 3534.539307
	Iteration 18Q: 3 clusters Score -209108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -209110.718750 Penalty: 3534.539307
	Iteration 19Q: 3 clusters Score -209110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -209112.515625 Penalty: 3534.539307
	Iteration 20F: 3 clusters Score -209112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -209114.250000 Penalty: 3534.539307
	Iteration 21Q: 3 clusters Score -209114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -209114.250000 Penalty: 3534.539307
	Iteration 22F: 3 clusters Score -209114.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Entering Unmasked Estep 
Score: -7707584.500000 Penalty: 2647.177979
	Iteration 0F: 2 clusters Score -7707584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7678819.000000 Penalty: 5294.355957
	Iteration 0F: 3 clusters Score -7678819 nChanged 19840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -7689605.000000 Penalty: 5294.355957
	Iteration 1F: 3 clusters Score -7689605 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7690609.000000 Penalty: 5294.355957
	Iteration 2Q: 3 clusters Score -7690609 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -7691996.000000 Penalty: 5294.355957
	Iteration 3F: 3 clusters Score -7691996 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7693885.000000 Penalty: 5294.355957
	Iteration 4F: 3 clusters Score -7693885 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -7696009.500000 Penalty: 5294.355957
	Iteration 5F: 3 clusters Score -7696010 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -7698678.500000 Penalty: 5294.355957
	Iteration 6F: 3 clusters Score -7698678 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -7701174.000000 Penalty: 5294.355957
	Iteration 7F: 3 clusters Score -7701174 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -7703200.500000 Penalty: 5294.355957
	Iteration 8F: 3 clusters Score -7703200 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -7704410.000000 Penalty: 5294.355957
	Iteration 9Q: 3 clusters Score -7704410 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -7704950.000000 Penalty: 5294.355957
	Iteration 10Q: 3 clusters Score -7704950 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -7705225.000000 Penalty: 5294.355957
	Iteration 11Q: 3 clusters Score -7705225 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -7705448.500000 Penalty: 5294.355957
	Iteration 12Q: 3 clusters Score -7705448 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -7705601.500000 Penalty: 5294.355957
	Iteration 13Q: 3 clusters Score -7705602 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -7705764.000000 Penalty: 5294.355957
	Iteration 14Q: 3 clusters Score -7705764 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -7705884.000000 Penalty: 5294.355957
	Iteration 15Q: 3 clusters Score -7705884 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -7706027.000000 Penalty: 5294.355957
	Iteration 16Q: 3 clusters Score -7706027 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -7706153.000000 Penalty: 5294.355957
	Iteration 17Q: 3 clusters Score -7706153 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -7706225.500000 Penalty: 5294.355957
	Iteration 18Q: 3 clusters Score -7706226 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -7706329.500000 Penalty: 5294.355957
	Iteration 19Q: 3 clusters Score -7706330 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -7706398.500000 Penalty: 5294.355957
	Iteration 20F: 3 clusters Score -7706398 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -7706460.000000 Penalty: 5294.355957
	Iteration 21Q: 3 clusters Score -7706460 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -7706506.000000 Penalty: 5294.355957
	Iteration 22Q: 3 clusters Score -7706506 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -7706560.500000 Penalty: 5294.355957
	Iteration 23Q: 3 clusters Score -7706560 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -7706592.000000 Penalty: 5294.355957
	Iteration 24Q: 3 clusters Score -7706592 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -7706636.000000 Penalty: 5294.355957
	Iteration 25Q: 3 clusters Score -7706636 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -7706680.500000 Penalty: 5294.355957
	Iteration 26Q: 3 clusters Score -7706680 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -7706760.500000 Penalty: 5294.355957
	Iteration 27Q: 3 clusters Score -7706760 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -7706812.000000 Penalty: 5294.355957
	Iteration 28Q: 3 clusters Score -7706812 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -7706831.500000 Penalty: 5294.355957
	Iteration 29Q: 3 clusters Score -7706832 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -7706858.500000 Penalty: 5294.355957
	Iteration 30Q: 3 clusters Score -7706858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -7706887.000000 Penalty: 5294.355957
	Iteration 31Q: 3 clusters Score -7706887 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -7706942.500000 Penalty: 5294.355957
	Iteration 32Q: 3 clusters Score -7706942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -7706956.000000 Penalty: 5294.355957
	Iteration 33Q: 3 clusters Score -7706956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -7706993.500000 Penalty: 5294.355957
	Iteration 34Q: 3 clusters Score -7706994 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -7707026.500000 Penalty: 5294.355957
	Iteration 35Q: 3 clusters Score -7707026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -7707042.500000 Penalty: 5294.355957
	Iteration 36Q: 3 clusters Score -7707042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7707044.000000 Penalty: 5294.355957
	Iteration 37Q: 3 clusters Score -7707044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -7707042.500000 Penalty: 5294.355957
	Iteration 38Q: 3 clusters Score -7707042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7707046.500000 Penalty: 5294.355957
	Iteration 39Q: 3 clusters Score -7707046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -7707053.500000 Penalty: 5294.355957
	Iteration 40F: 3 clusters Score -7707054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -7707060.500000 Penalty: 5294.355957
	Iteration 41Q: 3 clusters Score -7707060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7707078.500000 Penalty: 5294.355957
	Iteration 42Q: 3 clusters Score -7707078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -7707063.000000 Penalty: 5294.355957
	Iteration 43Q: 3 clusters Score -7707063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7707067.500000 Penalty: 5294.355957
	Iteration 44Q: 3 clusters Score -7707068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -7707083.000000 Penalty: 5294.355957
	Iteration 45Q: 3 clusters Score -7707083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -7707089.500000 Penalty: 5294.355957
	Iteration 46Q: 3 clusters Score -7707090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7707095.000000 Penalty: 5294.355957
	Iteration 47Q: 3 clusters Score -7707095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -7707097.000000 Penalty: 5294.355957
	Iteration 48Q: 3 clusters Score -7707097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -7707099.500000 Penalty: 5294.355957
	Iteration 49Q: 3 clusters Score -7707100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -7707102.000000 Penalty: 5294.355957
	Iteration 50Q: 3 clusters Score -7707102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -7707106.000000 Penalty: 5294.355957
	Iteration 51Q: 3 clusters Score -7707106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -7707099.500000 Penalty: 5294.355957
	Iteration 52Q: 3 clusters Score -7707100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -7707096.000000 Penalty: 5294.355957
	Iteration 53Q: 3 clusters Score -7707096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7707107.500000 Penalty: 5294.355957
	Iteration 54Q: 3 clusters Score -7707108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -7707104.000000 Penalty: 5294.355957
	Iteration 55Q: 3 clusters Score -7707104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7707109.000000 Penalty: 5294.355957
	Iteration 56Q: 3 clusters Score -7707109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7707106.000000 Penalty: 5294.355957
	Iteration 57Q: 3 clusters Score -7707106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7707115.000000 Penalty: 5294.355957
	Iteration 58Q: 3 clusters Score -7707115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -7707112.500000 Penalty: 5294.355957
	Iteration 59Q: 3 clusters Score -7707112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7707110.500000 Penalty: 5294.355957
	Iteration 60F: 3 clusters Score -7707110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -7707116.500000 Penalty: 5294.355957
	Iteration 61Q: 3 clusters Score -7707116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7707123.000000 Penalty: 5294.355957
	Iteration 62Q: 3 clusters Score -7707123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7707121.500000 Penalty: 5294.355957
	Iteration 63Q: 3 clusters Score -7707122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -7707123.500000 Penalty: 5294.355957
	Iteration 64Q: 3 clusters Score -7707124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -7707123.000000 Penalty: 5294.355957
	Iteration 65Q: 3 clusters Score -7707123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7707127.000000 Penalty: 5294.355957
	Iteration 66Q: 3 clusters Score -7707127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -7707130.000000 Penalty: 5294.355957
	Iteration 67Q: 3 clusters Score -7707130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7707122.500000 Penalty: 5294.355957
	Iteration 68Q: 3 clusters Score -7707122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7707116.500000 Penalty: 5294.355957
	Iteration 69Q: 3 clusters Score -7707116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7707117.000000 Penalty: 5294.355957
	Iteration 70Q: 3 clusters Score -7707117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -7707117.000000 Penalty: 5294.355957
	Iteration 71Q: 3 clusters Score -7707117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -7707116.500000 Penalty: 5294.355957
	Iteration 72Q: 3 clusters Score -7707116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7707113.000000 Penalty: 5294.355957
	Iteration 73Q: 3 clusters Score -7707113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -7707112.500000 Penalty: 5294.355957
	Iteration 74Q: 3 clusters Score -7707112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -7707114.000000 Penalty: 5294.355957
	Iteration 75Q: 3 clusters Score -7707114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7707107.500000 Penalty: 5294.355957
	Iteration 76Q: 3 clusters Score -7707108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -7707112.000000 Penalty: 5294.355957
	Iteration 77Q: 3 clusters Score -7707112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -7707118.500000 Penalty: 5294.355957
	Iteration 78Q: 3 clusters Score -7707118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -7707116.000000 Penalty: 5294.355957
	Iteration 79Q: 3 clusters Score -7707116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7707110.500000 Penalty: 5294.355957
	Iteration 80F: 3 clusters Score -7707110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -7707119.000000 Penalty: 5294.355957
	Iteration 81Q: 3 clusters Score -7707119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -7707121.000000 Penalty: 5294.355957
	Iteration 82Q: 3 clusters Score -7707121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7707124.500000 Penalty: 5294.355957
	Iteration 83Q: 3 clusters Score -7707124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -7707125.000000 Penalty: 5294.355957
	Iteration 84Q: 3 clusters Score -7707125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -7707123.500000 Penalty: 5294.355957
	Iteration 85Q: 3 clusters Score -7707124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -7707117.500000 Penalty: 5294.355957
	Iteration 86Q: 3 clusters Score -7707118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -7707124.500000 Penalty: 5294.355957
	Iteration 87Q: 3 clusters Score -7707124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -7707119.500000 Penalty: 5294.355957
	Iteration 88Q: 3 clusters Score -7707120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7707118.000000 Penalty: 5294.355957
	Iteration 89Q: 3 clusters Score -7707118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7707118.000000 Penalty: 5294.355957
	Iteration 90F: 3 clusters Score -7707118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (69310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Entering Unmasked Estep 
Score: -12213442.000000 Penalty: 2764.293457
	Iteration 0F: 2 clusters Score -1.221344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -12171517.000000 Penalty: 5528.586914
	Iteration 0F: 3 clusters Score -1.217152e+07 nChanged 32354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -12189846.000000 Penalty: 5528.586914
	Iteration 1F: 3 clusters Score -1.218985e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -12190727.000000 Penalty: 5528.586914
	Iteration 2Q: 3 clusters Score -1.219073e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -12191683.000000 Penalty: 5528.586914
	Iteration 3Q: 3 clusters Score -1.219168e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -12193110.000000 Penalty: 5528.586914
	Iteration 4Q: 3 clusters Score -1.219311e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -12194964.000000 Penalty: 5528.586914
	Iteration 5F: 3 clusters Score -1.219496e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -12197721.000000 Penalty: 5528.586914
	Iteration 6F: 3 clusters Score -1.219772e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -12201005.000000 Penalty: 5528.586914
	Iteration 7F: 3 clusters Score -1.2201e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -12204258.000000 Penalty: 5528.586914
	Iteration 8F: 3 clusters Score -1.220426e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -12206860.000000 Penalty: 5528.586914
	Iteration 9Q: 3 clusters Score -1.220686e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -12208381.000000 Penalty: 5528.586914
	Iteration 10Q: 3 clusters Score -1.220838e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -12209201.000000 Penalty: 5528.586914
	Iteration 11Q: 3 clusters Score -1.22092e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -12209695.000000 Penalty: 5528.586914
	Iteration 12Q: 3 clusters Score -1.22097e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -12210059.000000 Penalty: 5528.586914
	Iteration 13Q: 3 clusters Score -1.221006e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -12210266.000000 Penalty: 5528.586914
	Iteration 14Q: 3 clusters Score -1.221027e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -12210419.000000 Penalty: 5528.586914
	Iteration 15Q: 3 clusters Score -1.221042e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -12210531.000000 Penalty: 5528.586914
	Iteration 16Q: 3 clusters Score -1.221053e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -12210625.000000 Penalty: 5528.586914
	Iteration 17Q: 3 clusters Score -1.221062e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -12210671.000000 Penalty: 5528.586914
	Iteration 18Q: 3 clusters Score -1.221067e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -12210764.000000 Penalty: 5528.586914
	Iteration 19Q: 3 clusters Score -1.221076e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -12210796.000000 Penalty: 5528.586914
	Iteration 20F: 3 clusters Score -1.22108e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -12210796.000000 Penalty: 5528.586914
	Iteration 21Q: 3 clusters Score -1.22108e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -12210801.000000 Penalty: 5528.586914
	Iteration 22Q: 3 clusters Score -1.22108e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -12210804.000000 Penalty: 5528.586914
	Iteration 23Q: 3 clusters Score -1.22108e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -12210806.000000 Penalty: 5528.586914
	Iteration 24Q: 3 clusters Score -1.221081e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12210817.000000 Penalty: 5528.586914
	Iteration 25Q: 3 clusters Score -1.221082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -12210822.000000 Penalty: 5528.586914
	Iteration 26Q: 3 clusters Score -1.221082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12210808.000000 Penalty: 5528.586914
	Iteration 27Q: 3 clusters Score -1.221081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12210809.000000 Penalty: 5528.586914
	Iteration 28Q: 3 clusters Score -1.221081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -12210822.000000 Penalty: 5528.586914
	Iteration 29Q: 3 clusters Score -1.221082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12210805.000000 Penalty: 5528.586914
	Iteration 30Q: 3 clusters Score -1.22108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -12210811.000000 Penalty: 5528.586914
	Iteration 31Q: 3 clusters Score -1.221081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -12210810.000000 Penalty: 5528.586914
	Iteration 32Q: 3 clusters Score -1.221081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -12210801.000000 Penalty: 5528.586914
	Iteration 33Q: 3 clusters Score -1.22108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12210812.000000 Penalty: 5528.586914
	Iteration 34Q: 3 clusters Score -1.221081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12210827.000000 Penalty: 5528.586914
	Iteration 35Q: 3 clusters Score -1.221083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -12210835.000000 Penalty: 5528.586914
	Iteration 36Q: 3 clusters Score -1.221084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -12210828.000000 Penalty: 5528.586914
	Iteration 37Q: 3 clusters Score -1.221083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12210827.000000 Penalty: 5528.586914
	Iteration 38Q: 3 clusters Score -1.221083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -12210831.000000 Penalty: 5528.586914
	Iteration 39Q: 3 clusters Score -1.221083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12210835.000000 Penalty: 5528.586914
	Iteration 40F: 3 clusters Score -1.221084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -12210842.000000 Penalty: 5528.586914
	Iteration 41Q: 3 clusters Score -1.221084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12210841.000000 Penalty: 5528.586914
	Iteration 42Q: 3 clusters Score -1.221084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12210838.000000 Penalty: 5528.586914
	Iteration 43Q: 3 clusters Score -1.221084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -12210836.000000 Penalty: 5528.586914
	Iteration 44Q: 3 clusters Score -1.221084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12210833.000000 Penalty: 5528.586914
	Iteration 45Q: 3 clusters Score -1.221083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -12210834.000000 Penalty: 5528.586914
	Iteration 46Q: 3 clusters Score -1.221083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -12210842.000000 Penalty: 5528.586914
	Iteration 47Q: 3 clusters Score -1.221084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12210848.000000 Penalty: 5528.586914
	Iteration 48Q: 3 clusters Score -1.221085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -12210845.000000 Penalty: 5528.586914
	Iteration 49Q: 3 clusters Score -1.221084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -12210859.000000 Penalty: 5528.586914
	Iteration 50Q: 3 clusters Score -1.221086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12210860.000000 Penalty: 5528.586914
	Iteration 51Q: 3 clusters Score -1.221086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12210858.000000 Penalty: 5528.586914
	Iteration 52Q: 3 clusters Score -1.221086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -12210850.000000 Penalty: 5528.586914
	Iteration 53Q: 3 clusters Score -1.221085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -12210854.000000 Penalty: 5528.586914
	Iteration 54Q: 3 clusters Score -1.221085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -12210860.000000 Penalty: 5528.586914
	Iteration 55Q: 3 clusters Score -1.221086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -12210859.000000 Penalty: 5528.586914
	Iteration 56Q: 3 clusters Score -1.221086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12210871.000000 Penalty: 5528.586914
	Iteration 57Q: 3 clusters Score -1.221087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -12210866.000000 Penalty: 5528.586914
	Iteration 58Q: 3 clusters Score -1.221087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -12210871.000000 Penalty: 5528.586914
	Iteration 59Q: 3 clusters Score -1.221087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -12210859.000000 Penalty: 5528.586914
	Iteration 60F: 3 clusters Score -1.221086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -12210865.000000 Penalty: 5528.586914
	Iteration 61Q: 3 clusters Score -1.221086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -12210871.000000 Penalty: 5528.586914
	Iteration 62Q: 3 clusters Score -1.221087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12210866.000000 Penalty: 5528.586914
	Iteration 63Q: 3 clusters Score -1.221087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -12210857.000000 Penalty: 5528.586914
	Iteration 64Q: 3 clusters Score -1.221086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -12210867.000000 Penalty: 5528.586914
	Iteration 65Q: 3 clusters Score -1.221087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12210865.000000 Penalty: 5528.586914
	Iteration 66Q: 3 clusters Score -1.221086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -12210862.000000 Penalty: 5528.586914
	Iteration 67Q: 3 clusters Score -1.221086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12210863.000000 Penalty: 5528.586914
	Iteration 68Q: 3 clusters Score -1.221086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12210863.000000 Penalty: 5528.586914
	Iteration 69F: 3 clusters Score -1.221086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Entering Unmasked Estep 
Score: -7264441.000000 Penalty: 2632.639404
	Iteration 0F: 2 clusters Score -7264441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -7236967.000000 Penalty: 5265.278809
	Iteration 0F: 3 clusters Score -7236967 nChanged 18741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7247351.500000 Penalty: 5265.278809
	Iteration 1F: 3 clusters Score -7247352 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -7248180.500000 Penalty: 5265.278809
	Iteration 2F: 3 clusters Score -7248180 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -7249302.000000 Penalty: 5265.278809
	Iteration 3F: 3 clusters Score -7249302 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -7250919.000000 Penalty: 5265.278809
	Iteration 4F: 3 clusters Score -7250919 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -7253146.500000 Penalty: 5265.278809
	Iteration 5F: 3 clusters Score -7253146 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -7255832.000000 Penalty: 5265.278809
	Iteration 6F: 3 clusters Score -7255832 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -7258246.500000 Penalty: 5265.278809
	Iteration 7F: 3 clusters Score -7258246 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -7260116.500000 Penalty: 5265.278809
	Iteration 8Q: 3 clusters Score -7260116 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7261308.500000 Penalty: 5265.278809
	Iteration 9Q: 3 clusters Score -7261308 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -7261859.000000 Penalty: 5265.278809
	Iteration 10Q: 3 clusters Score -7261859 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7262186.500000 Penalty: 5265.278809
	Iteration 11Q: 3 clusters Score -7262186 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -7262390.000000 Penalty: 5265.278809
	Iteration 12Q: 3 clusters Score -7262390 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -7262486.000000 Penalty: 5265.278809
	Iteration 13Q: 3 clusters Score -7262486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7262572.500000 Penalty: 5265.278809
	Iteration 14Q: 3 clusters Score -7262572 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7262627.500000 Penalty: 5265.278809
	Iteration 15Q: 3 clusters Score -7262628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7262673.500000 Penalty: 5265.278809
	Iteration 16Q: 3 clusters Score -7262674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7262721.500000 Penalty: 5265.278809
	Iteration 17Q: 3 clusters Score -7262722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7262716.500000 Penalty: 5265.278809
	Iteration 18Q: 3 clusters Score -7262716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7262736.500000 Penalty: 5265.278809
	Iteration 19Q: 3 clusters Score -7262736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7262740.000000 Penalty: 5265.278809
	Iteration 20F: 3 clusters Score -7262740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7262763.500000 Penalty: 5265.278809
	Iteration 21Q: 3 clusters Score -7262764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7262784.500000 Penalty: 5265.278809
	Iteration 22Q: 3 clusters Score -7262784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7262799.500000 Penalty: 5265.278809
	Iteration 23Q: 3 clusters Score -7262800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7262804.000000 Penalty: 5265.278809
	Iteration 24Q: 3 clusters Score -7262804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7262800.000000 Penalty: 5265.278809
	Iteration 25Q: 3 clusters Score -7262800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7262810.500000 Penalty: 5265.278809
	Iteration 26Q: 3 clusters Score -7262810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7262797.500000 Penalty: 5265.278809
	Iteration 27Q: 3 clusters Score -7262798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7262812.500000 Penalty: 5265.278809
	Iteration 28Q: 3 clusters Score -7262812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7262823.500000 Penalty: 5265.278809
	Iteration 29Q: 3 clusters Score -7262824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7262843.500000 Penalty: 5265.278809
	Iteration 30Q: 3 clusters Score -7262844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7262845.500000 Penalty: 5265.278809
	Iteration 31Q: 3 clusters Score -7262846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7262844.500000 Penalty: 5265.278809
	Iteration 32Q: 3 clusters Score -7262844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7262839.500000 Penalty: 5265.278809
	Iteration 33Q: 3 clusters Score -7262840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7262830.500000 Penalty: 5265.278809
	Iteration 34Q: 3 clusters Score -7262830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7262836.500000 Penalty: 5265.278809
	Iteration 35Q: 3 clusters Score -7262836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7262838.500000 Penalty: 5265.278809
	Iteration 36Q: 3 clusters Score -7262838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7262841.000000 Penalty: 5265.278809
	Iteration 37Q: 3 clusters Score -7262841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7262835.000000 Penalty: 5265.278809
	Iteration 38Q: 3 clusters Score -7262835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7262834.500000 Penalty: 5265.278809
	Iteration 39Q: 3 clusters Score -7262834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7262836.000000 Penalty: 5265.278809
	Iteration 40F: 3 clusters Score -7262836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7262833.000000 Penalty: 5265.278809
	Iteration 41Q: 3 clusters Score -7262833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7262830.000000 Penalty: 5265.278809
	Iteration 42Q: 3 clusters Score -7262830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7262837.500000 Penalty: 5265.278809
	Iteration 43Q: 3 clusters Score -7262838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7262840.500000 Penalty: 5265.278809
	Iteration 44Q: 3 clusters Score -7262840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7262834.500000 Penalty: 5265.278809
	Iteration 45Q: 3 clusters Score -7262834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7262835.000000 Penalty: 5265.278809
	Iteration 46Q: 3 clusters Score -7262835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7262832.000000 Penalty: 5265.278809
	Iteration 47Q: 3 clusters Score -7262832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7262834.000000 Penalty: 5265.278809
	Iteration 48Q: 3 clusters Score -7262834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7262831.500000 Penalty: 5265.278809
	Iteration 49Q: 3 clusters Score -7262832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7262831.500000 Penalty: 5265.278809
	Iteration 50F: 3 clusters Score -7262832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Entering Unmasked Estep 
Score: -6815804.500000 Penalty: 2612.778564
	Iteration 0F: 2 clusters Score -6815804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -6790406.500000 Penalty: 5225.557129
	Iteration 0F: 3 clusters Score -6790406 nChanged 17193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -6799731.500000 Penalty: 5225.557129
	Iteration 1F: 3 clusters Score -6799732 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -6800185.000000 Penalty: 5225.557129
	Iteration 2Q: 3 clusters Score -6800185 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -6800610.500000 Penalty: 5225.557129
	Iteration 3Q: 3 clusters Score -6800610 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -6801025.000000 Penalty: 5225.557129
	Iteration 4Q: 3 clusters Score -6801025 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -6801412.000000 Penalty: 5225.557129
	Iteration 5Q: 3 clusters Score -6801412 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -6801900.000000 Penalty: 5225.557129
	Iteration 6Q: 3 clusters Score -6801900 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -6802536.000000 Penalty: 5225.557129
	Iteration 7Q: 3 clusters Score -6802536 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6803482.500000 Penalty: 5225.557129
	Iteration 8Q: 3 clusters Score -6803482 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -6804846.500000 Penalty: 5225.557129
	Iteration 9F: 3 clusters Score -6804846 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6806723.500000 Penalty: 5225.557129
	Iteration 10F: 3 clusters Score -6806724 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -6808610.500000 Penalty: 5225.557129
	Iteration 11F: 3 clusters Score -6808610 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6810274.000000 Penalty: 5225.557129
	Iteration 12F: 3 clusters Score -6810274 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6811570.500000 Penalty: 5225.557129
	Iteration 13Q: 3 clusters Score -6811570 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6812423.500000 Penalty: 5225.557129
	Iteration 14Q: 3 clusters Score -6812424 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6812853.000000 Penalty: 5225.557129
	Iteration 15Q: 3 clusters Score -6812853 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6813092.500000 Penalty: 5225.557129
	Iteration 16Q: 3 clusters Score -6813092 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6813245.500000 Penalty: 5225.557129
	Iteration 17Q: 3 clusters Score -6813246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6813354.000000 Penalty: 5225.557129
	Iteration 18Q: 3 clusters Score -6813354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6813417.000000 Penalty: 5225.557129
	Iteration 19Q: 3 clusters Score -6813417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6813436.500000 Penalty: 5225.557129
	Iteration 20F: 3 clusters Score -6813436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6813467.500000 Penalty: 5225.557129
	Iteration 21Q: 3 clusters Score -6813468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6813489.000000 Penalty: 5225.557129
	Iteration 22Q: 3 clusters Score -6813489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6813493.000000 Penalty: 5225.557129
	Iteration 23Q: 3 clusters Score -6813493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6813505.500000 Penalty: 5225.557129
	Iteration 24Q: 3 clusters Score -6813506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6813516.500000 Penalty: 5225.557129
	Iteration 25Q: 3 clusters Score -6813516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6813520.000000 Penalty: 5225.557129
	Iteration 26Q: 3 clusters Score -6813520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6813521.500000 Penalty: 5225.557129
	Iteration 27Q: 3 clusters Score -6813522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6813524.500000 Penalty: 5225.557129
	Iteration 28Q: 3 clusters Score -6813524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6813527.500000 Penalty: 5225.557129
	Iteration 29Q: 3 clusters Score -6813528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6813533.500000 Penalty: 5225.557129
	Iteration 30Q: 3 clusters Score -6813534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6813544.000000 Penalty: 5225.557129
	Iteration 31Q: 3 clusters Score -6813544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6813548.500000 Penalty: 5225.557129
	Iteration 32Q: 3 clusters Score -6813548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6813561.000000 Penalty: 5225.557129
	Iteration 33Q: 3 clusters Score -6813561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6813567.000000 Penalty: 5225.557129
	Iteration 34Q: 3 clusters Score -6813567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6813571.500000 Penalty: 5225.557129
	Iteration 35Q: 3 clusters Score -6813572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6813576.000000 Penalty: 5225.557129
	Iteration 36Q: 3 clusters Score -6813576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6813574.500000 Penalty: 5225.557129
	Iteration 37Q: 3 clusters Score -6813574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6813577.000000 Penalty: 5225.557129
	Iteration 38Q: 3 clusters Score -6813577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6813581.500000 Penalty: 5225.557129
	Iteration 39Q: 3 clusters Score -6813582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6813580.000000 Penalty: 5225.557129
	Iteration 40F: 3 clusters Score -6813580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Entering Unmasked Estep 
Score: -853820.312500 Penalty: 2107.809814
	Iteration 0F: 2 clusters Score -853820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -849409.437500 Penalty: 4215.619629
	Iteration 0F: 3 clusters Score -849409.4 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -850581.625000 Penalty: 4215.619629
	Iteration 1F: 3 clusters Score -850581.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -850902.750000 Penalty: 4215.619629
	Iteration 2F: 3 clusters Score -850902.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -851159.875000 Penalty: 4215.619629
	Iteration 3F: 3 clusters Score -851159.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -851373.375000 Penalty: 4215.619629
	Iteration 4F: 3 clusters Score -851373.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -851576.250000 Penalty: 4215.619629
	Iteration 5F: 3 clusters Score -851576.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -851770.312500 Penalty: 4215.619629
	Iteration 6Q: 3 clusters Score -851770.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -851936.812500 Penalty: 4215.619629
	Iteration 7Q: 3 clusters Score -851936.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -852107.312500 Penalty: 4215.619629
	Iteration 8Q: 3 clusters Score -852107.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -852317.187500 Penalty: 4215.619629
	Iteration 9Q: 3 clusters Score -852317.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -852524.875000 Penalty: 4215.619629
	Iteration 10Q: 3 clusters Score -852524.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -852685.687500 Penalty: 4215.619629
	Iteration 11Q: 3 clusters Score -852685.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -852817.250000 Penalty: 4215.619629
	Iteration 12Q: 3 clusters Score -852817.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -852919.750000 Penalty: 4215.619629
	Iteration 13Q: 3 clusters Score -852919.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -852989.187500 Penalty: 4215.619629
	Iteration 14Q: 3 clusters Score -852989.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -853060.125000 Penalty: 4215.619629
	Iteration 15Q: 3 clusters Score -853060.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -853136.687500 Penalty: 4215.619629
	Iteration 16Q: 3 clusters Score -853136.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -853205.000000 Penalty: 4215.619629
	Iteration 17Q: 3 clusters Score -853205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -853258.875000 Penalty: 4215.619629
	Iteration 18Q: 3 clusters Score -853258.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -853285.312500 Penalty: 4215.619629
	Iteration 19Q: 3 clusters Score -853285.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -853298.250000 Penalty: 4215.619629
	Iteration 20F: 3 clusters Score -853298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -853304.125000 Penalty: 4215.619629
	Iteration 21Q: 3 clusters Score -853304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -853306.625000 Penalty: 4215.619629
	Iteration 22Q: 3 clusters Score -853306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -853309.250000 Penalty: 4215.619629
	Iteration 23Q: 3 clusters Score -853309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -853312.875000 Penalty: 4215.619629
	Iteration 24Q: 3 clusters Score -853312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -853313.875000 Penalty: 4215.619629
	Iteration 25Q: 3 clusters Score -853313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -853315.125000 Penalty: 4215.619629
	Iteration 26Q: 3 clusters Score -853315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -853315.125000 Penalty: 4215.619629
	Iteration 27F: 3 clusters Score -853315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Entering Unmasked Estep 
Score: -7701155.500000 Penalty: 2647.132080
	Iteration 0F: 2 clusters Score -7701156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -7672554.500000 Penalty: 5294.264160
	Iteration 0F: 3 clusters Score -7672554 nChanged 19863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -7683580.500000 Penalty: 5294.264160
	Iteration 1F: 3 clusters Score -7683580 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -7684199.500000 Penalty: 5294.264160
	Iteration 2Q: 3 clusters Score -7684200 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -7684791.500000 Penalty: 5294.264160
	Iteration 3Q: 3 clusters Score -7684792 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -7685468.500000 Penalty: 5294.264160
	Iteration 4Q: 3 clusters Score -7685468 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -7686171.500000 Penalty: 5294.264160
	Iteration 5Q: 3 clusters Score -7686172 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -7687162.500000 Penalty: 5294.264160
	Iteration 6Q: 3 clusters Score -7687162 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -7688549.500000 Penalty: 5294.264160
	Iteration 7F: 3 clusters Score -7688550 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -7690319.500000 Penalty: 5294.264160
	Iteration 8F: 3 clusters Score -7690320 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -7692371.500000 Penalty: 5294.264160
	Iteration 9F: 3 clusters Score -7692372 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -7694371.500000 Penalty: 5294.264160
	Iteration 10F: 3 clusters Score -7694372 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -7695661.500000 Penalty: 5294.264160
	Iteration 11Q: 3 clusters Score -7695662 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -7696497.000000 Penalty: 5294.264160
	Iteration 12Q: 3 clusters Score -7696497 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -7697137.500000 Penalty: 5294.264160
	Iteration 13Q: 3 clusters Score -7697138 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -7697676.000000 Penalty: 5294.264160
	Iteration 14Q: 3 clusters Score -7697676 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -7698131.500000 Penalty: 5294.264160
	Iteration 15Q: 3 clusters Score -7698132 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -7698457.500000 Penalty: 5294.264160
	Iteration 16Q: 3 clusters Score -7698458 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -7698673.500000 Penalty: 5294.264160
	Iteration 17Q: 3 clusters Score -7698674 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7698839.000000 Penalty: 5294.264160
	Iteration 18Q: 3 clusters Score -7698839 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -7698953.000000 Penalty: 5294.264160
	Iteration 19Q: 3 clusters Score -7698953 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -7699042.000000 Penalty: 5294.264160
	Iteration 20F: 3 clusters Score -7699042 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -7699158.500000 Penalty: 5294.264160
	Iteration 21Q: 3 clusters Score -7699158 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -7699208.000000 Penalty: 5294.264160
	Iteration 22Q: 3 clusters Score -7699208 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -7699213.500000 Penalty: 5294.264160
	Iteration 23Q: 3 clusters Score -7699214 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -7699230.000000 Penalty: 5294.264160
	Iteration 24Q: 3 clusters Score -7699230 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7699245.500000 Penalty: 5294.264160
	Iteration 25Q: 3 clusters Score -7699246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -7699258.000000 Penalty: 5294.264160
	Iteration 26Q: 3 clusters Score -7699258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -7699246.500000 Penalty: 5294.264160
	Iteration 27Q: 3 clusters Score -7699246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -7699267.500000 Penalty: 5294.264160
	Iteration 28Q: 3 clusters Score -7699268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7699287.500000 Penalty: 5294.264160
	Iteration 29Q: 3 clusters Score -7699288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -7699308.500000 Penalty: 5294.264160
	Iteration 30Q: 3 clusters Score -7699308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -7699318.500000 Penalty: 5294.264160
	Iteration 31Q: 3 clusters Score -7699318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7699323.000000 Penalty: 5294.264160
	Iteration 32Q: 3 clusters Score -7699323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -7699333.000000 Penalty: 5294.264160
	Iteration 33Q: 3 clusters Score -7699333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -7699328.000000 Penalty: 5294.264160
	Iteration 34Q: 3 clusters Score -7699328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -7699327.000000 Penalty: 5294.264160
	Iteration 35Q: 3 clusters Score -7699327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7699338.500000 Penalty: 5294.264160
	Iteration 36Q: 3 clusters Score -7699338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -7699330.000000 Penalty: 5294.264160
	Iteration 37Q: 3 clusters Score -7699330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -7699322.000000 Penalty: 5294.264160
	Iteration 38Q: 3 clusters Score -7699322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -7699324.500000 Penalty: 5294.264160
	Iteration 39Q: 3 clusters Score -7699324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -7699326.500000 Penalty: 5294.264160
	Iteration 40F: 3 clusters Score -7699326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -7699327.000000 Penalty: 5294.264160
	Iteration 41Q: 3 clusters Score -7699327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -7699329.500000 Penalty: 5294.264160
	Iteration 42Q: 3 clusters Score -7699330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -7699346.500000 Penalty: 5294.264160
	Iteration 43Q: 3 clusters Score -7699346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -7699348.500000 Penalty: 5294.264160
	Iteration 44Q: 3 clusters Score -7699348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -7699343.000000 Penalty: 5294.264160
	Iteration 45Q: 3 clusters Score -7699343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -7699333.500000 Penalty: 5294.264160
	Iteration 46Q: 3 clusters Score -7699334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -7699335.000000 Penalty: 5294.264160
	Iteration 47Q: 3 clusters Score -7699335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -7699344.500000 Penalty: 5294.264160
	Iteration 48Q: 3 clusters Score -7699344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -7699354.500000 Penalty: 5294.264160
	Iteration 49Q: 3 clusters Score -7699354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -7699365.000000 Penalty: 5294.264160
	Iteration 50Q: 3 clusters Score -7699365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -7699367.000000 Penalty: 5294.264160
	Iteration 51Q: 3 clusters Score -7699367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7699356.500000 Penalty: 5294.264160
	Iteration 52Q: 3 clusters Score -7699356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -7699361.000000 Penalty: 5294.264160
	Iteration 53Q: 3 clusters Score -7699361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -7699362.000000 Penalty: 5294.264160
	Iteration 54Q: 3 clusters Score -7699362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -7699375.000000 Penalty: 5294.264160
	Iteration 55Q: 3 clusters Score -7699375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7699367.500000 Penalty: 5294.264160
	Iteration 56Q: 3 clusters Score -7699368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -7699363.500000 Penalty: 5294.264160
	Iteration 57Q: 3 clusters Score -7699364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -7699361.500000 Penalty: 5294.264160
	Iteration 58Q: 3 clusters Score -7699362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -7699362.500000 Penalty: 5294.264160
	Iteration 59Q: 3 clusters Score -7699362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -7699361.500000 Penalty: 5294.264160
	Iteration 60F: 3 clusters Score -7699362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -7699354.500000 Penalty: 5294.264160
	Iteration 61Q: 3 clusters Score -7699354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -7699359.500000 Penalty: 5294.264160
	Iteration 62Q: 3 clusters Score -7699360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -7699356.500000 Penalty: 5294.264160
	Iteration 63Q: 3 clusters Score -7699356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -7699357.000000 Penalty: 5294.264160
	Iteration 64Q: 3 clusters Score -7699357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -7699362.000000 Penalty: 5294.264160
	Iteration 65Q: 3 clusters Score -7699362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -7699361.500000 Penalty: 5294.264160
	Iteration 66Q: 3 clusters Score -7699362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -7699365.000000 Penalty: 5294.264160
	Iteration 67Q: 3 clusters Score -7699365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -7699356.500000 Penalty: 5294.264160
	Iteration 68Q: 3 clusters Score -7699356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -7699360.500000 Penalty: 5294.264160
	Iteration 69Q: 3 clusters Score -7699360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -7699366.000000 Penalty: 5294.264160
	Iteration 70Q: 3 clusters Score -7699366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -7699362.000000 Penalty: 5294.264160
	Iteration 71Q: 3 clusters Score -7699362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -7699362.000000 Penalty: 5294.264160
	Iteration 72Q: 3 clusters Score -7699362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -7699363.000000 Penalty: 5294.264160
	Iteration 73Q: 3 clusters Score -7699363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -7699364.000000 Penalty: 5294.264160
	Iteration 74Q: 3 clusters Score -7699364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -7699370.000000 Penalty: 5294.264160
	Iteration 75Q: 3 clusters Score -7699370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -7699357.500000 Penalty: 5294.264160
	Iteration 76Q: 3 clusters Score -7699358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -7699364.000000 Penalty: 5294.264160
	Iteration 77Q: 3 clusters Score -7699364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7699367.500000 Penalty: 5294.264160
	Iteration 78Q: 3 clusters Score -7699368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -7699375.500000 Penalty: 5294.264160
	Iteration 79Q: 3 clusters Score -7699376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -7699379.500000 Penalty: 5294.264160
	Iteration 80F: 3 clusters Score -7699380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -7699374.000000 Penalty: 5294.264160
	Iteration 81Q: 3 clusters Score -7699374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -7699376.500000 Penalty: 5294.264160
	Iteration 82Q: 3 clusters Score -7699376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -7699371.500000 Penalty: 5294.264160
	Iteration 83Q: 3 clusters Score -7699372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -7699372.000000 Penalty: 5294.264160
	Iteration 84Q: 3 clusters Score -7699372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -7699363.500000 Penalty: 5294.264160
	Iteration 85Q: 3 clusters Score -7699364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -7699355.000000 Penalty: 5294.264160
	Iteration 86Q: 3 clusters Score -7699355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -7699357.500000 Penalty: 5294.264160
	Iteration 87Q: 3 clusters Score -7699358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -7699352.500000 Penalty: 5294.264160
	Iteration 88Q: 3 clusters Score -7699352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7699356.500000 Penalty: 5294.264160
	Iteration 89Q: 3 clusters Score -7699356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -7699369.000000 Penalty: 5294.264160
	Iteration 90Q: 3 clusters Score -7699369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -7699370.500000 Penalty: 5294.264160
	Iteration 91Q: 3 clusters Score -7699370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -7699372.000000 Penalty: 5294.264160
	Iteration 92Q: 3 clusters Score -7699372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -7699365.000000 Penalty: 5294.264160
	Iteration 93Q: 3 clusters Score -7699365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7699373 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7699369 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7699362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7699368 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7699372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7699370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -7699367.000000 Penalty: 5294.264160
	Iteration 100F: 3 clusters Score -7699367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7699366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -7699360.500000 Penalty: 5294.264160
	Iteration 102Q: 3 clusters Score -7699360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7699366 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7699370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -7699382.500000 Penalty: 5294.264160
	Iteration 105Q: 3 clusters Score -7699382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7699367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7699375.500000 Penalty: 5294.264160
	Iteration 107Q: 3 clusters Score -7699376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -7699392.500000 Penalty: 5294.264160
	Iteration 108Q: 3 clusters Score -7699392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -7699388.000000 Penalty: 5294.264160
	Iteration 109Q: 3 clusters Score -7699388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -7699403.500000 Penalty: 5294.264160
	Iteration 110Q: 3 clusters Score -7699404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -7699410.500000 Penalty: 5294.264160
	Iteration 111Q: 3 clusters Score -7699410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -7699409.500000 Penalty: 5294.264160
	Iteration 112Q: 3 clusters Score -7699410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -7699411.500000 Penalty: 5294.264160
	Iteration 113Q: 3 clusters Score -7699412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -7699409.500000 Penalty: 5294.264160
	Iteration 114Q: 3 clusters Score -7699410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -7699397.500000 Penalty: 5294.264160
	Iteration 115Q: 3 clusters Score -7699398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -7699400.000000 Penalty: 5294.264160
	Iteration 116Q: 3 clusters Score -7699400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -7699396.000000 Penalty: 5294.264160
	Iteration 117Q: 3 clusters Score -7699396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -7699393.000000 Penalty: 5294.264160
	Iteration 118Q: 3 clusters Score -7699393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7699392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -7699402.000000 Penalty: 5294.264160
	Iteration 120F: 3 clusters Score -7699402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -7699404.000000 Penalty: 5294.264160
	Iteration 121Q: 3 clusters Score -7699404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -7699400.500000 Penalty: 5294.264160
	Iteration 122Q: 3 clusters Score -7699400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -7699411.000000 Penalty: 5294.264160
	Iteration 123Q: 3 clusters Score -7699411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -7699415.000000 Penalty: 5294.264160
	Iteration 124Q: 3 clusters Score -7699415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -7699409.000000 Penalty: 5294.264160
	Iteration 125Q: 3 clusters Score -7699409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -7699416.500000 Penalty: 5294.264160
	Iteration 126Q: 3 clusters Score -7699416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -7699423.500000 Penalty: 5294.264160
	Iteration 127Q: 3 clusters Score -7699424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7699420.500000 Penalty: 5294.264160
	Iteration 128Q: 3 clusters Score -7699420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7699424.000000 Penalty: 5294.264160
	Iteration 129Q: 3 clusters Score -7699424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -7699418.000000 Penalty: 5294.264160
	Iteration 130Q: 3 clusters Score -7699418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -7699415.000000 Penalty: 5294.264160
	Iteration 131Q: 3 clusters Score -7699415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -7699417.000000 Penalty: 5294.264160
	Iteration 132Q: 3 clusters Score -7699417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -7699419.000000 Penalty: 5294.264160
	Iteration 133Q: 3 clusters Score -7699419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -7699407.500000 Penalty: 5294.264160
	Iteration 134Q: 3 clusters Score -7699408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -7699410.500000 Penalty: 5294.264160
	Iteration 135Q: 3 clusters Score -7699410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -7699416.500000 Penalty: 5294.264160
	Iteration 136Q: 3 clusters Score -7699416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -7699416.500000 Penalty: 5294.264160
	Iteration 137Q: 3 clusters Score -7699416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -7699422.500000 Penalty: 5294.264160
	Iteration 138Q: 3 clusters Score -7699422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -7699415.000000 Penalty: 5294.264160
	Iteration 139Q: 3 clusters Score -7699415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -7699411.500000 Penalty: 5294.264160
	Iteration 140F: 3 clusters Score -7699412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -7699416.000000 Penalty: 5294.264160
	Iteration 141Q: 3 clusters Score -7699416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -7699411.500000 Penalty: 5294.264160
	Iteration 142Q: 3 clusters Score -7699412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -7699406.500000 Penalty: 5294.264160
	Iteration 143Q: 3 clusters Score -7699406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -7699405.500000 Penalty: 5294.264160
	Iteration 144Q: 3 clusters Score -7699406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -7699402.000000 Penalty: 5294.264160
	Iteration 145Q: 3 clusters Score -7699402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -7699409.500000 Penalty: 5294.264160
	Iteration 146Q: 3 clusters Score -7699410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -7699400.500000 Penalty: 5294.264160
	Iteration 147Q: 3 clusters Score -7699400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -7699409.500000 Penalty: 5294.264160
	Iteration 148Q: 3 clusters Score -7699410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7699409.000000 Penalty: 5294.264160
	Iteration 149Q: 3 clusters Score -7699409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -7699413.500000 Penalty: 5294.264160
	Iteration 150Q: 3 clusters Score -7699414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -7699420.500000 Penalty: 5294.264160
	Iteration 151Q: 3 clusters Score -7699420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7699418.000000 Penalty: 5294.264160
	Iteration 152Q: 3 clusters Score -7699418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -7699412.000000 Penalty: 5294.264160
	Iteration 153Q: 3 clusters Score -7699412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7699412.500000 Penalty: 5294.264160
	Iteration 154Q: 3 clusters Score -7699412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -7699411.000000 Penalty: 5294.264160
	Iteration 155Q: 3 clusters Score -7699411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -7699410.500000 Penalty: 5294.264160
	Iteration 156Q: 3 clusters Score -7699410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -7699409.000000 Penalty: 5294.264160
	Iteration 157Q: 3 clusters Score -7699409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -7699411.000000 Penalty: 5294.264160
	Iteration 158Q: 3 clusters Score -7699411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -7699417.500000 Penalty: 5294.264160
	Iteration 159Q: 3 clusters Score -7699418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -7699419.000000 Penalty: 5294.264160
	Iteration 160F: 3 clusters Score -7699419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -7699425.000000 Penalty: 5294.264160
	Iteration 161Q: 3 clusters Score -7699425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -7699415.000000 Penalty: 5294.264160
	Iteration 162Q: 3 clusters Score -7699415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -7699420.500000 Penalty: 5294.264160
	Iteration 163Q: 3 clusters Score -7699420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -7699421.500000 Penalty: 5294.264160
	Iteration 164Q: 3 clusters Score -7699422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7699417.000000 Penalty: 5294.264160
	Iteration 165Q: 3 clusters Score -7699417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -7699421.000000 Penalty: 5294.264160
	Iteration 166Q: 3 clusters Score -7699421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7699425.500000 Penalty: 5294.264160
	Iteration 167Q: 3 clusters Score -7699426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -7699419.000000 Penalty: 5294.264160
	Iteration 168Q: 3 clusters Score -7699419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -7699417.000000 Penalty: 5294.264160
	Iteration 169Q: 3 clusters Score -7699417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -7699418.500000 Penalty: 5294.264160
	Iteration 170Q: 3 clusters Score -7699418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -7699425.000000 Penalty: 5294.264160
	Iteration 171Q: 3 clusters Score -7699425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -7699423.500000 Penalty: 5294.264160
	Iteration 172Q: 3 clusters Score -7699424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -7699425.000000 Penalty: 5294.264160
	Iteration 173Q: 3 clusters Score -7699425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -7699427.500000 Penalty: 5294.264160
	Iteration 174Q: 3 clusters Score -7699428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7699421.500000 Penalty: 5294.264160
	Iteration 175Q: 3 clusters Score -7699422 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7699421.500000 Penalty: 5294.264160
	Iteration 176F: 3 clusters Score -7699422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 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 511 members 
Entering Unmasked Estep 
Score: -151671.687500 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151671.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152016.734375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152016.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152198.171875 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152198.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152324.015625 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -152438.265625 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -152438.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152518.656250 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -152518.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -152567.296875 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152567.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -152607.437500 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152607.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -152633.968750 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -152663.875000 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -152682.812500 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -152682.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -152700.031250 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -152700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152707.828125 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -152707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -152710.578125 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -152710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -152710.906250 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -152710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -152710.906250 Penalty: 3444.745361
	Iteration 15F: 3 clusters Score -152710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Entering Unmasked Estep 
Score: -10295068.000000 Penalty: 2716.621094
	Iteration 0F: 2 clusters Score -1.029507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -10264327.000000 Penalty: 5433.242188
	Iteration 0F: 3 clusters Score -1.026433e+07 nChanged 26698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -10279162.000000 Penalty: 5433.242188
	Iteration 1F: 3 clusters Score -1.027916e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -10279869.000000 Penalty: 5433.242188
	Iteration 2Q: 3 clusters Score -1.027987e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -10280761.000000 Penalty: 5433.242188
	Iteration 3Q: 3 clusters Score -1.028076e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -10281779.000000 Penalty: 5433.242188
	Iteration 4Q: 3 clusters Score -1.028178e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -10282991.000000 Penalty: 5433.242188
	Iteration 5Q: 3 clusters Score -1.028299e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -10284553.000000 Penalty: 5433.242188
	Iteration 6F: 3 clusters Score -1.028455e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -10286243.000000 Penalty: 5433.242188
	Iteration 7F: 3 clusters Score -1.028624e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -10287926.000000 Penalty: 5433.242188
	Iteration 8F: 3 clusters Score -1.028793e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -10289667.000000 Penalty: 5433.242188
	Iteration 9F: 3 clusters Score -1.028967e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -10291781.000000 Penalty: 5433.242188
	Iteration 10Q: 3 clusters Score -1.029178e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -10294093.000000 Penalty: 5433.242188
	Iteration 11Q: 3 clusters Score -1.029409e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -10295697.000000 Penalty: 5433.242188
	Iteration 12Q: 3 clusters Score -1.02957e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -10296664.000000 Penalty: 5433.242188
	Iteration 13Q: 3 clusters Score -1.029666e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -10297107.000000 Penalty: 5433.242188
	Iteration 14Q: 3 clusters Score -1.029711e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -10297324.000000 Penalty: 5433.242188
	Iteration 15Q: 3 clusters Score -1.029732e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -10297475.000000 Penalty: 5433.242188
	Iteration 16Q: 3 clusters Score -1.029748e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -10297571.000000 Penalty: 5433.242188
	Iteration 17Q: 3 clusters Score -1.029757e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -10297678.000000 Penalty: 5433.242188
	Iteration 18Q: 3 clusters Score -1.029768e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -10297693.000000 Penalty: 5433.242188
	Iteration 19Q: 3 clusters Score -1.029769e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -10297739.000000 Penalty: 5433.242188
	Iteration 20F: 3 clusters Score -1.029774e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -10297734.000000 Penalty: 5433.242188
	Iteration 21Q: 3 clusters Score -1.029773e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -10297681.000000 Penalty: 5433.242188
	Iteration 22Q: 3 clusters Score -1.029768e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -10297708.000000 Penalty: 5433.242188
	Iteration 23Q: 3 clusters Score -1.029771e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -10297688.000000 Penalty: 5433.242188
	Iteration 24Q: 3 clusters Score -1.029769e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -10297633.000000 Penalty: 5433.242188
	Iteration 25Q: 3 clusters Score -1.029763e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -10297628.000000 Penalty: 5433.242188
	Iteration 26Q: 3 clusters Score -1.029763e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -10297617.000000 Penalty: 5433.242188
	Iteration 27Q: 3 clusters Score -1.029762e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -10297567.000000 Penalty: 5433.242188
	Iteration 28Q: 3 clusters Score -1.029757e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -10297545.000000 Penalty: 5433.242188
	Iteration 29Q: 3 clusters Score -1.029754e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -10297512.000000 Penalty: 5433.242188
	Iteration 30Q: 3 clusters Score -1.029751e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -10297489.000000 Penalty: 5433.242188
	Iteration 31Q: 3 clusters Score -1.029749e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -10297484.000000 Penalty: 5433.242188
	Iteration 32Q: 3 clusters Score -1.029748e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -10297469.000000 Penalty: 5433.242188
	Iteration 33Q: 3 clusters Score -1.029747e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -10297449.000000 Penalty: 5433.242188
	Iteration 34Q: 3 clusters Score -1.029745e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -10297449.000000 Penalty: 5433.242188
	Iteration 35Q: 3 clusters Score -1.029745e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -10297446.000000 Penalty: 5433.242188
	Iteration 36Q: 3 clusters Score -1.029745e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -10297412.000000 Penalty: 5433.242188
	Iteration 37Q: 3 clusters Score -1.029741e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -10297389.000000 Penalty: 5433.242188
	Iteration 38Q: 3 clusters Score -1.029739e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -10297365.000000 Penalty: 5433.242188
	Iteration 39Q: 3 clusters Score -1.029736e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -10297373.000000 Penalty: 5433.242188
	Iteration 40F: 3 clusters Score -1.029737e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -10297357.000000 Penalty: 5433.242188
	Iteration 41Q: 3 clusters Score -1.029736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -10297319.000000 Penalty: 5433.242188
	Iteration 42Q: 3 clusters Score -1.029732e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -10297319.000000 Penalty: 5433.242188
	Iteration 43Q: 3 clusters Score -1.029732e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -10297330.000000 Penalty: 5433.242188
	Iteration 44Q: 3 clusters Score -1.029733e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -10297290.000000 Penalty: 5433.242188
	Iteration 45Q: 3 clusters Score -1.029729e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -10297310.000000 Penalty: 5433.242188
	Iteration 46Q: 3 clusters Score -1.029731e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -10297284.000000 Penalty: 5433.242188
	Iteration 47Q: 3 clusters Score -1.029728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -10297282.000000 Penalty: 5433.242188
	Iteration 48Q: 3 clusters Score -1.029728e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -10297299.000000 Penalty: 5433.242188
	Iteration 49Q: 3 clusters Score -1.02973e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -10297274.000000 Penalty: 5433.242188
	Iteration 50Q: 3 clusters Score -1.029727e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -10297239.000000 Penalty: 5433.242188
	Iteration 51Q: 3 clusters Score -1.029724e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -10297209.000000 Penalty: 5433.242188
	Iteration 52Q: 3 clusters Score -1.029721e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -10297179.000000 Penalty: 5433.242188
	Iteration 53Q: 3 clusters Score -1.029718e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -10297148.000000 Penalty: 5433.242188
	Iteration 54Q: 3 clusters Score -1.029715e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -10297134.000000 Penalty: 5433.242188
	Iteration 55Q: 3 clusters Score -1.029713e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -10297096.000000 Penalty: 5433.242188
	Iteration 56Q: 3 clusters Score -1.02971e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -10297039.000000 Penalty: 5433.242188
	Iteration 57Q: 3 clusters Score -1.029704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -10297049.000000 Penalty: 5433.242188
	Iteration 58Q: 3 clusters Score -1.029705e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -10297022.000000 Penalty: 5433.242188
	Iteration 59Q: 3 clusters Score -1.029702e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -10296990.000000 Penalty: 5433.242188
	Iteration 60F: 3 clusters Score -1.029699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -10296974.000000 Penalty: 5433.242188
	Iteration 61Q: 3 clusters Score -1.029697e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -10296945.000000 Penalty: 5433.242188
	Iteration 62Q: 3 clusters Score -1.029694e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -10296908.000000 Penalty: 5433.242188
	Iteration 63Q: 3 clusters Score -1.029691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -10296903.000000 Penalty: 5433.242188
	Iteration 64Q: 3 clusters Score -1.02969e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -10296899.000000 Penalty: 5433.242188
	Iteration 65Q: 3 clusters Score -1.02969e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -10296871.000000 Penalty: 5433.242188
	Iteration 66Q: 3 clusters Score -1.029687e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -10296862.000000 Penalty: 5433.242188
	Iteration 67Q: 3 clusters Score -1.029686e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -10296847.000000 Penalty: 5433.242188
	Iteration 68Q: 3 clusters Score -1.029685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -10296837.000000 Penalty: 5433.242188
	Iteration 69Q: 3 clusters Score -1.029684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -10296784.000000 Penalty: 5433.242188
	Iteration 70Q: 3 clusters Score -1.029678e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -10296761.000000 Penalty: 5433.242188
	Iteration 71Q: 3 clusters Score -1.029676e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -10296720.000000 Penalty: 5433.242188
	Iteration 72Q: 3 clusters Score -1.029672e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -10296707.000000 Penalty: 5433.242188
	Iteration 73Q: 3 clusters Score -1.029671e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -10296686.000000 Penalty: 5433.242188
	Iteration 74Q: 3 clusters Score -1.029669e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -10296642.000000 Penalty: 5433.242188
	Iteration 75Q: 3 clusters Score -1.029664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -10296633.000000 Penalty: 5433.242188
	Iteration 76Q: 3 clusters Score -1.029663e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -10296612.000000 Penalty: 5433.242188
	Iteration 77Q: 3 clusters Score -1.029661e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -10296594.000000 Penalty: 5433.242188
	Iteration 78Q: 3 clusters Score -1.029659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -10296584.000000 Penalty: 5433.242188
	Iteration 79Q: 3 clusters Score -1.029658e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -10296567.000000 Penalty: 5433.242188
	Iteration 80F: 3 clusters Score -1.029657e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -10296574.000000 Penalty: 5433.242188
	Iteration 81Q: 3 clusters Score -1.029657e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -10296541.000000 Penalty: 5433.242188
	Iteration 82Q: 3 clusters Score -1.029654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -10296547.000000 Penalty: 5433.242188
	Iteration 83Q: 3 clusters Score -1.029655e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -10296517.000000 Penalty: 5433.242188
	Iteration 84Q: 3 clusters Score -1.029652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -10296517.000000 Penalty: 5433.242188
	Iteration 85Q: 3 clusters Score -1.029652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -10296492.000000 Penalty: 5433.242188
	Iteration 86Q: 3 clusters Score -1.029649e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -10296492.000000 Penalty: 5433.242188
	Iteration 87Q: 3 clusters Score -1.029649e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -10296492.000000 Penalty: 5433.242188
	Iteration 88Q: 3 clusters Score -1.029649e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -10296461.000000 Penalty: 5433.242188
	Iteration 89Q: 3 clusters Score -1.029646e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -10296450.000000 Penalty: 5433.242188
	Iteration 90Q: 3 clusters Score -1.029645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -10296430.000000 Penalty: 5433.242188
	Iteration 91Q: 3 clusters Score -1.029643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -10296412.000000 Penalty: 5433.242188
	Iteration 92Q: 3 clusters Score -1.029641e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -10296393.000000 Penalty: 5433.242188
	Iteration 93Q: 3 clusters Score -1.029639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -10296382.000000 Penalty: 5433.242188
	Iteration 94Q: 3 clusters Score -1.029638e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -10296349.000000 Penalty: 5433.242188
	Iteration 95Q: 3 clusters Score -1.029635e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -10296351.000000 Penalty: 5433.242188
	Iteration 96Q: 3 clusters Score -1.029635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -10296349.000000 Penalty: 5433.242188
	Iteration 97Q: 3 clusters Score -1.029635e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -10296336.000000 Penalty: 5433.242188
	Iteration 98Q: 3 clusters Score -1.029634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -10296322.000000 Penalty: 5433.242188
	Iteration 99Q: 3 clusters Score -1.029632e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -10296297.000000 Penalty: 5433.242188
	Iteration 100F: 3 clusters Score -1.02963e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -10296263.000000 Penalty: 5433.242188
	Iteration 101Q: 3 clusters Score -1.029626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -10296235.000000 Penalty: 5433.242188
	Iteration 102Q: 3 clusters Score -1.029624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -10296195.000000 Penalty: 5433.242188
	Iteration 103Q: 3 clusters Score -1.02962e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -10296190.000000 Penalty: 5433.242188
	Iteration 104Q: 3 clusters Score -1.029619e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -10296150.000000 Penalty: 5433.242188
	Iteration 105Q: 3 clusters Score -1.029615e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -10296133.000000 Penalty: 5433.242188
	Iteration 106Q: 3 clusters Score -1.029613e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -10296098.000000 Penalty: 5433.242188
	Iteration 107Q: 3 clusters Score -1.02961e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -10296064.000000 Penalty: 5433.242188
	Iteration 108Q: 3 clusters Score -1.029606e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -10296039.000000 Penalty: 5433.242188
	Iteration 109Q: 3 clusters Score -1.029604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -10296019.000000 Penalty: 5433.242188
	Iteration 110Q: 3 clusters Score -1.029602e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -10295992.000000 Penalty: 5433.242188
	Iteration 111Q: 3 clusters Score -1.029599e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -10295964.000000 Penalty: 5433.242188
	Iteration 112Q: 3 clusters Score -1.029596e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -10295962.000000 Penalty: 5433.242188
	Iteration 113Q: 3 clusters Score -1.029596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -10295939.000000 Penalty: 5433.242188
	Iteration 114Q: 3 clusters Score -1.029594e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -10295918.000000 Penalty: 5433.242188
	Iteration 115Q: 3 clusters Score -1.029592e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -10295895.000000 Penalty: 5433.242188
	Iteration 116Q: 3 clusters Score -1.02959e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -10295884.000000 Penalty: 5433.242188
	Iteration 117Q: 3 clusters Score -1.029588e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -10295865.000000 Penalty: 5433.242188
	Iteration 118Q: 3 clusters Score -1.029586e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -10295865.000000 Penalty: 5433.242188
	Iteration 119Q: 3 clusters Score -1.029586e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -10295856.000000 Penalty: 5433.242188
	Iteration 120F: 3 clusters Score -1.029586e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -10295807.000000 Penalty: 5433.242188
	Iteration 121Q: 3 clusters Score -1.029581e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -10295751.000000 Penalty: 5433.242188
	Iteration 122Q: 3 clusters Score -1.029575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -10295743.000000 Penalty: 5433.242188
	Iteration 123Q: 3 clusters Score -1.029574e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -10295703.000000 Penalty: 5433.242188
	Iteration 124Q: 3 clusters Score -1.02957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -10295696.000000 Penalty: 5433.242188
	Iteration 125Q: 3 clusters Score -1.02957e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -10295680.000000 Penalty: 5433.242188
	Iteration 126Q: 3 clusters Score -1.029568e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -10295643.000000 Penalty: 5433.242188
	Iteration 127Q: 3 clusters Score -1.029564e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -10295632.000000 Penalty: 5433.242188
	Iteration 128Q: 3 clusters Score -1.029563e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -10295612.000000 Penalty: 5433.242188
	Iteration 129Q: 3 clusters Score -1.029561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -10295595.000000 Penalty: 5433.242188
	Iteration 130Q: 3 clusters Score -1.02956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -10295556.000000 Penalty: 5433.242188
	Iteration 131Q: 3 clusters Score -1.029556e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -10295564.000000 Penalty: 5433.242188
	Iteration 132Q: 3 clusters Score -1.029556e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -10295527.000000 Penalty: 5433.242188
	Iteration 133Q: 3 clusters Score -1.029553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -10295517.000000 Penalty: 5433.242188
	Iteration 134Q: 3 clusters Score -1.029552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -10295478.000000 Penalty: 5433.242188
	Iteration 135Q: 3 clusters Score -1.029548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -10295451.000000 Penalty: 5433.242188
	Iteration 136Q: 3 clusters Score -1.029545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -10295450.000000 Penalty: 5433.242188
	Iteration 137Q: 3 clusters Score -1.029545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -10295429.000000 Penalty: 5433.242188
	Iteration 138Q: 3 clusters Score -1.029543e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -10295405.000000 Penalty: 5433.242188
	Iteration 139Q: 3 clusters Score -1.02954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -10295399.000000 Penalty: 5433.242188
	Iteration 140F: 3 clusters Score -1.02954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -10295393.000000 Penalty: 5433.242188
	Iteration 141Q: 3 clusters Score -1.029539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -10295387.000000 Penalty: 5433.242188
	Iteration 142Q: 3 clusters Score -1.029539e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -10295384.000000 Penalty: 5433.242188
	Iteration 143Q: 3 clusters Score -1.029538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -10295367.000000 Penalty: 5433.242188
	Iteration 144Q: 3 clusters Score -1.029537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -10295338.000000 Penalty: 5433.242188
	Iteration 145Q: 3 clusters Score -1.029534e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -10295335.000000 Penalty: 5433.242188
	Iteration 146Q: 3 clusters Score -1.029534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -10295316.000000 Penalty: 5433.242188
	Iteration 147Q: 3 clusters Score -1.029532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -10295289.000000 Penalty: 5433.242188
	Iteration 148Q: 3 clusters Score -1.029529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -10295262.000000 Penalty: 5433.242188
	Iteration 149Q: 3 clusters Score -1.029526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -10295247.000000 Penalty: 5433.242188
	Iteration 150Q: 3 clusters Score -1.029525e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -10295251.000000 Penalty: 5433.242188
	Iteration 151Q: 3 clusters Score -1.029525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -10295264.000000 Penalty: 5433.242188
	Iteration 152Q: 3 clusters Score -1.029526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -10295218.000000 Penalty: 5433.242188
	Iteration 153Q: 3 clusters Score -1.029522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -10295194.000000 Penalty: 5433.242188
	Iteration 154Q: 3 clusters Score -1.029519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -10295196.000000 Penalty: 5433.242188
	Iteration 155Q: 3 clusters Score -1.02952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -10295198.000000 Penalty: 5433.242188
	Iteration 156Q: 3 clusters Score -1.02952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -10295185.000000 Penalty: 5433.242188
	Iteration 157Q: 3 clusters Score -1.029518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -10295183.000000 Penalty: 5433.242188
	Iteration 158Q: 3 clusters Score -1.029518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -10295170.000000 Penalty: 5433.242188
	Iteration 159Q: 3 clusters Score -1.029517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -10295158.000000 Penalty: 5433.242188
	Iteration 160F: 3 clusters Score -1.029516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -10295159.000000 Penalty: 5433.242188
	Iteration 161Q: 3 clusters Score -1.029516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -10295162.000000 Penalty: 5433.242188
	Iteration 162Q: 3 clusters Score -1.029516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -10295146.000000 Penalty: 5433.242188
	Iteration 163Q: 3 clusters Score -1.029515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -10295147.000000 Penalty: 5433.242188
	Iteration 164Q: 3 clusters Score -1.029515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -10295136.000000 Penalty: 5433.242188
	Iteration 165Q: 3 clusters Score -1.029514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -10295132.000000 Penalty: 5433.242188
	Iteration 166Q: 3 clusters Score -1.029513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -10295127.000000 Penalty: 5433.242188
	Iteration 167Q: 3 clusters Score -1.029513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -10295114.000000 Penalty: 5433.242188
	Iteration 168Q: 3 clusters Score -1.029511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -10295119.000000 Penalty: 5433.242188
	Iteration 169Q: 3 clusters Score -1.029512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -10295110.000000 Penalty: 5433.242188
	Iteration 170Q: 3 clusters Score -1.029511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -10295108.000000 Penalty: 5433.242188
	Iteration 171Q: 3 clusters Score -1.029511e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -10295122.000000 Penalty: 5433.242188
	Iteration 172Q: 3 clusters Score -1.029512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -10295110.000000 Penalty: 5433.242188
	Iteration 173Q: 3 clusters Score -1.029511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -10295077.000000 Penalty: 5433.242188
	Iteration 174Q: 3 clusters Score -1.029508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -10295065.000000 Penalty: 5433.242188
	Iteration 175Q: 3 clusters Score -1.029506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -10295056.000000 Penalty: 5433.242188
	Iteration 176Q: 3 clusters Score -1.029506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -10295058.000000 Penalty: 5433.242188
	Iteration 177Q: 3 clusters Score -1.029506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -10295030.000000 Penalty: 5433.242188
	Iteration 178Q: 3 clusters Score -1.029503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -10295012.000000 Penalty: 5433.242188
	Iteration 179Q: 3 clusters Score -1.029501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -10295013.000000 Penalty: 5433.242188
	Iteration 180F: 3 clusters Score -1.029501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -10295007.000000 Penalty: 5433.242188
	Iteration 181Q: 3 clusters Score -1.029501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -10295003.000000 Penalty: 5433.242188
	Iteration 182Q: 3 clusters Score -1.0295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -10295006.000000 Penalty: 5433.242188
	Iteration 183Q: 3 clusters Score -1.029501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -10295007.000000 Penalty: 5433.242188
	Iteration 184Q: 3 clusters Score -1.029501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -10294994.000000 Penalty: 5433.242188
	Iteration 185Q: 3 clusters Score -1.029499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -10294977.000000 Penalty: 5433.242188
	Iteration 186Q: 3 clusters Score -1.029498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -10294967.000000 Penalty: 5433.242188
	Iteration 187Q: 3 clusters Score -1.029497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -10294950.000000 Penalty: 5433.242188
	Iteration 188Q: 3 clusters Score -1.029495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -10294939.000000 Penalty: 5433.242188
	Iteration 189Q: 3 clusters Score -1.029494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -10294937.000000 Penalty: 5433.242188
	Iteration 190Q: 3 clusters Score -1.029494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -10294935.000000 Penalty: 5433.242188
	Iteration 191Q: 3 clusters Score -1.029494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -10294931.000000 Penalty: 5433.242188
	Iteration 192Q: 3 clusters Score -1.029493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -10294922.000000 Penalty: 5433.242188
	Iteration 193Q: 3 clusters Score -1.029492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -10294910.000000 Penalty: 5433.242188
	Iteration 194Q: 3 clusters Score -1.029491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -10294910.000000 Penalty: 5433.242188
	Iteration 195Q: 3 clusters Score -1.029491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -10294913.000000 Penalty: 5433.242188
	Iteration 196Q: 3 clusters Score -1.029491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -10294915.000000 Penalty: 5433.242188
	Iteration 197Q: 3 clusters Score -1.029492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -10294901.000000 Penalty: 5433.242188
	Iteration 198Q: 3 clusters Score -1.02949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -10294899.000000 Penalty: 5433.242188
	Iteration 199Q: 3 clusters Score -1.02949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -10294892.000000 Penalty: 5433.242188
	Iteration 200F: 3 clusters Score -1.029489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -10294900.000000 Penalty: 5433.242188
	Iteration 201Q: 3 clusters Score -1.02949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -10294887.000000 Penalty: 5433.242188
	Iteration 202Q: 3 clusters Score -1.029489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -10294877.000000 Penalty: 5433.242188
	Iteration 203Q: 3 clusters Score -1.029488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -10294888.000000 Penalty: 5433.242188
	Iteration 204Q: 3 clusters Score -1.029489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -10294888.000000 Penalty: 5433.242188
	Iteration 205Q: 3 clusters Score -1.029489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -10294898.000000 Penalty: 5433.242188
	Iteration 206Q: 3 clusters Score -1.02949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -10294893.000000 Penalty: 5433.242188
	Iteration 207Q: 3 clusters Score -1.029489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -10294893.000000 Penalty: 5433.242188
	Iteration 208Q: 3 clusters Score -1.029489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -10294889.000000 Penalty: 5433.242188
	Iteration 209Q: 3 clusters Score -1.029489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -10294886.000000 Penalty: 5433.242188
	Iteration 210Q: 3 clusters Score -1.029489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -10294874.000000 Penalty: 5433.242188
	Iteration 211Q: 3 clusters Score -1.029487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -10294861.000000 Penalty: 5433.242188
	Iteration 212Q: 3 clusters Score -1.029486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -10294869.000000 Penalty: 5433.242188
	Iteration 213Q: 3 clusters Score -1.029487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -10294849.000000 Penalty: 5433.242188
	Iteration 214Q: 3 clusters Score -1.029485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -10294824.000000 Penalty: 5433.242188
	Iteration 215Q: 3 clusters Score -1.029482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -10294821.000000 Penalty: 5433.242188
	Iteration 216Q: 3 clusters Score -1.029482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -10294822.000000 Penalty: 5433.242188
	Iteration 217Q: 3 clusters Score -1.029482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10294802.000000 Penalty: 5433.242188
	Iteration 218Q: 3 clusters Score -1.02948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -10294805.000000 Penalty: 5433.242188
	Iteration 219Q: 3 clusters Score -1.02948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -10294808.000000 Penalty: 5433.242188
	Iteration 220F: 3 clusters Score -1.029481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -10294800.000000 Penalty: 5433.242188
	Iteration 221Q: 3 clusters Score -1.02948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -10294802.000000 Penalty: 5433.242188
	Iteration 222Q: 3 clusters Score -1.02948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10294789.000000 Penalty: 5433.242188
	Iteration 223Q: 3 clusters Score -1.029479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -10294792.000000 Penalty: 5433.242188
	Iteration 224Q: 3 clusters Score -1.029479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -10294796.000000 Penalty: 5433.242188
	Iteration 225Q: 3 clusters Score -1.02948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -10294783.000000 Penalty: 5433.242188
	Iteration 226Q: 3 clusters Score -1.029478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -10294789.000000 Penalty: 5433.242188
	Iteration 227Q: 3 clusters Score -1.029479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -10294785.000000 Penalty: 5433.242188
	Iteration 228Q: 3 clusters Score -1.029478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -10294773.000000 Penalty: 5433.242188
	Iteration 229Q: 3 clusters Score -1.029477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -10294777.000000 Penalty: 5433.242188
	Iteration 230Q: 3 clusters Score -1.029478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -10294772.000000 Penalty: 5433.242188
	Iteration 231Q: 3 clusters Score -1.029477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -10294782.000000 Penalty: 5433.242188
	Iteration 232Q: 3 clusters Score -1.029478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -10294766.000000 Penalty: 5433.242188
	Iteration 233Q: 3 clusters Score -1.029477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -10294768.000000 Penalty: 5433.242188
	Iteration 234Q: 3 clusters Score -1.029477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -10294765.000000 Penalty: 5433.242188
	Iteration 235Q: 3 clusters Score -1.029476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -10294762.000000 Penalty: 5433.242188
	Iteration 236Q: 3 clusters Score -1.029476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -10294757.000000 Penalty: 5433.242188
	Iteration 237Q: 3 clusters Score -1.029476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -10294749.000000 Penalty: 5433.242188
	Iteration 238Q: 3 clusters Score -1.029475e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -10294731.000000 Penalty: 5433.242188
	Iteration 239Q: 3 clusters Score -1.029473e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -10294702.000000 Penalty: 5433.242188
	Iteration 240F: 3 clusters Score -1.02947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -10294689.000000 Penalty: 5433.242188
	Iteration 241Q: 3 clusters Score -1.029469e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -10294688.000000 Penalty: 5433.242188
	Iteration 242Q: 3 clusters Score -1.029469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -10294694.000000 Penalty: 5433.242188
	Iteration 243Q: 3 clusters Score -1.029469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -10294667.000000 Penalty: 5433.242188
	Iteration 244Q: 3 clusters Score -1.029467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10294644.000000 Penalty: 5433.242188
	Iteration 245Q: 3 clusters Score -1.029464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -10294639.000000 Penalty: 5433.242188
	Iteration 246Q: 3 clusters Score -1.029464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -10294631.000000 Penalty: 5433.242188
	Iteration 247Q: 3 clusters Score -1.029463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -10294635.000000 Penalty: 5433.242188
	Iteration 248Q: 3 clusters Score -1.029464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -10294609.000000 Penalty: 5433.242188
	Iteration 249Q: 3 clusters Score -1.029461e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -10294594.000000 Penalty: 5433.242188
	Iteration 250Q: 3 clusters Score -1.029459e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -10294577.000000 Penalty: 5433.242188
	Iteration 251Q: 3 clusters Score -1.029458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -10294559.000000 Penalty: 5433.242188
	Iteration 252Q: 3 clusters Score -1.029456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -10294562.000000 Penalty: 5433.242188
	Iteration 253Q: 3 clusters Score -1.029456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -10294553.000000 Penalty: 5433.242188
	Iteration 254Q: 3 clusters Score -1.029455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -10294548.000000 Penalty: 5433.242188
	Iteration 255Q: 3 clusters Score -1.029455e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -10294525.000000 Penalty: 5433.242188
	Iteration 256Q: 3 clusters Score -1.029452e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -10294515.000000 Penalty: 5433.242188
	Iteration 257Q: 3 clusters Score -1.029452e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10294487.000000 Penalty: 5433.242188
	Iteration 258Q: 3 clusters Score -1.029449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -10294485.000000 Penalty: 5433.242188
	Iteration 259Q: 3 clusters Score -1.029448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -10294459.000000 Penalty: 5433.242188
	Iteration 260F: 3 clusters Score -1.029446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -10294451.000000 Penalty: 5433.242188
	Iteration 261Q: 3 clusters Score -1.029445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -10294443.000000 Penalty: 5433.242188
	Iteration 262Q: 3 clusters Score -1.029444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -10294430.000000 Penalty: 5433.242188
	Iteration 263Q: 3 clusters Score -1.029443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -10294430.000000 Penalty: 5433.242188
	Iteration 264Q: 3 clusters Score -1.029443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -10294427.000000 Penalty: 5433.242188
	Iteration 265Q: 3 clusters Score -1.029443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -10294425.000000 Penalty: 5433.242188
	Iteration 266Q: 3 clusters Score -1.029442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -10294421.000000 Penalty: 5433.242188
	Iteration 267Q: 3 clusters Score -1.029442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -10294413.000000 Penalty: 5433.242188
	Iteration 268Q: 3 clusters Score -1.029441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -10294403.000000 Penalty: 5433.242188
	Iteration 269Q: 3 clusters Score -1.02944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10294379.000000 Penalty: 5433.242188
	Iteration 270Q: 3 clusters Score -1.029438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -10294381.000000 Penalty: 5433.242188
	Iteration 271Q: 3 clusters Score -1.029438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -10294363.000000 Penalty: 5433.242188
	Iteration 272Q: 3 clusters Score -1.029436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -10294361.000000 Penalty: 5433.242188
	Iteration 273Q: 3 clusters Score -1.029436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10294347.000000 Penalty: 5433.242188
	Iteration 274Q: 3 clusters Score -1.029435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -10294344.000000 Penalty: 5433.242188
	Iteration 275Q: 3 clusters Score -1.029434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -10294348.000000 Penalty: 5433.242188
	Iteration 276Q: 3 clusters Score -1.029435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10294333.000000 Penalty: 5433.242188
	Iteration 277Q: 3 clusters Score -1.029433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -10294320.000000 Penalty: 5433.242188
	Iteration 278Q: 3 clusters Score -1.029432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -10294313.000000 Penalty: 5433.242188
	Iteration 279Q: 3 clusters Score -1.029431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -10294295.000000 Penalty: 5433.242188
	Iteration 280F: 3 clusters Score -1.02943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10294279.000000 Penalty: 5433.242188
	Iteration 281Q: 3 clusters Score -1.029428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -10294253.000000 Penalty: 5433.242188
	Iteration 282Q: 3 clusters Score -1.029425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -10294238.000000 Penalty: 5433.242188
	Iteration 283Q: 3 clusters Score -1.029424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10294220.000000 Penalty: 5433.242188
	Iteration 284Q: 3 clusters Score -1.029422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -10294212.000000 Penalty: 5433.242188
	Iteration 285Q: 3 clusters Score -1.029421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10294200.000000 Penalty: 5433.242188
	Iteration 286Q: 3 clusters Score -1.02942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10294183.000000 Penalty: 5433.242188
	Iteration 287Q: 3 clusters Score -1.029418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -10294188.000000 Penalty: 5433.242188
	Iteration 288Q: 3 clusters Score -1.029419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10294170.000000 Penalty: 5433.242188
	Iteration 289Q: 3 clusters Score -1.029417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -10294158.000000 Penalty: 5433.242188
	Iteration 290Q: 3 clusters Score -1.029416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10294158.000000 Penalty: 5433.242188
	Iteration 291Q: 3 clusters Score -1.029416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -10294158.000000 Penalty: 5433.242188
	Iteration 292Q: 3 clusters Score -1.029416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10294130.000000 Penalty: 5433.242188
	Iteration 293Q: 3 clusters Score -1.029413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -10294143.000000 Penalty: 5433.242188
	Iteration 294Q: 3 clusters Score -1.029414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10294129.000000 Penalty: 5433.242188
	Iteration 295Q: 3 clusters Score -1.029413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10294123.000000 Penalty: 5433.242188
	Iteration 296Q: 3 clusters Score -1.029412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10294128.000000 Penalty: 5433.242188
	Iteration 297Q: 3 clusters Score -1.029413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10294117.000000 Penalty: 5433.242188
	Iteration 298Q: 3 clusters Score -1.029412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10294129.000000 Penalty: 5433.242188
	Iteration 299Q: 3 clusters Score -1.029413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10294122.000000 Penalty: 5433.242188
	Iteration 300F: 3 clusters Score -1.029412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -10294129.000000 Penalty: 5433.242188
	Iteration 301Q: 3 clusters Score -1.029413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -10294133.000000 Penalty: 5433.242188
	Iteration 302Q: 3 clusters Score -1.029413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -10294113.000000 Penalty: 5433.242188
	Iteration 303Q: 3 clusters Score -1.029411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -10294116.000000 Penalty: 5433.242188
	Iteration 304Q: 3 clusters Score -1.029412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -10294112.000000 Penalty: 5433.242188
	Iteration 305Q: 3 clusters Score -1.029411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -10294116.000000 Penalty: 5433.242188
	Iteration 306Q: 3 clusters Score -1.029412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -10294111.000000 Penalty: 5433.242188
	Iteration 307Q: 3 clusters Score -1.029411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -10294103.000000 Penalty: 5433.242188
	Iteration 308Q: 3 clusters Score -1.02941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -10294103.000000 Penalty: 5433.242188
	Iteration 309Q: 3 clusters Score -1.02941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -10294106.000000 Penalty: 5433.242188
	Iteration 310Q: 3 clusters Score -1.029411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10294096.000000 Penalty: 5433.242188
	Iteration 311Q: 3 clusters Score -1.02941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10294098.000000 Penalty: 5433.242188
	Iteration 312Q: 3 clusters Score -1.02941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -10294089.000000 Penalty: 5433.242188
	Iteration 313Q: 3 clusters Score -1.029409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10294077.000000 Penalty: 5433.242188
	Iteration 314Q: 3 clusters Score -1.029408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -10294078.000000 Penalty: 5433.242188
	Iteration 315Q: 3 clusters Score -1.029408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -10294081.000000 Penalty: 5433.242188
	Iteration 316Q: 3 clusters Score -1.029408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -10294080.000000 Penalty: 5433.242188
	Iteration 317Q: 3 clusters Score -1.029408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -10294102.000000 Penalty: 5433.242188
	Iteration 318Q: 3 clusters Score -1.02941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -10294100.000000 Penalty: 5433.242188
	Iteration 319Q: 3 clusters Score -1.02941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -10294099.000000 Penalty: 5433.242188
	Iteration 320F: 3 clusters Score -1.02941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10294096.000000 Penalty: 5433.242188
	Iteration 321Q: 3 clusters Score -1.02941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -10294089.000000 Penalty: 5433.242188
	Iteration 322Q: 3 clusters Score -1.029409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -10294088.000000 Penalty: 5433.242188
	Iteration 323Q: 3 clusters Score -1.029409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -10294077.000000 Penalty: 5433.242188
	Iteration 324Q: 3 clusters Score -1.029408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -10294073.000000 Penalty: 5433.242188
	Iteration 325Q: 3 clusters Score -1.029407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -10294070.000000 Penalty: 5433.242188
	Iteration 326Q: 3 clusters Score -1.029407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -10294070.000000 Penalty: 5433.242188
	Iteration 327Q: 3 clusters Score -1.029407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -10294067.000000 Penalty: 5433.242188
	Iteration 328Q: 3 clusters Score -1.029407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10294065.000000 Penalty: 5433.242188
	Iteration 329Q: 3 clusters Score -1.029406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -10294073.000000 Penalty: 5433.242188
	Iteration 330Q: 3 clusters Score -1.029407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10294068.000000 Penalty: 5433.242188
	Iteration 331Q: 3 clusters Score -1.029407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -10294075.000000 Penalty: 5433.242188
	Iteration 332Q: 3 clusters Score -1.029408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -10294067.000000 Penalty: 5433.242188
	Iteration 333Q: 3 clusters Score -1.029407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10294081.000000 Penalty: 5433.242188
	Iteration 334Q: 3 clusters Score -1.029408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10294068.000000 Penalty: 5433.242188
	Iteration 335Q: 3 clusters Score -1.029407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -10294055.000000 Penalty: 5433.242188
	Iteration 336Q: 3 clusters Score -1.029406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10294052.000000 Penalty: 5433.242188
	Iteration 337Q: 3 clusters Score -1.029405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10294046.000000 Penalty: 5433.242188
	Iteration 338Q: 3 clusters Score -1.029405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -10294052.000000 Penalty: 5433.242188
	Iteration 339Q: 3 clusters Score -1.029405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -10294029.000000 Penalty: 5433.242188
	Iteration 340F: 3 clusters Score -1.029403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10294033.000000 Penalty: 5433.242188
	Iteration 341Q: 3 clusters Score -1.029403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10294035.000000 Penalty: 5433.242188
	Iteration 342Q: 3 clusters Score -1.029404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10294027.000000 Penalty: 5433.242188
	Iteration 343Q: 3 clusters Score -1.029403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -10294030.000000 Penalty: 5433.242188
	Iteration 344Q: 3 clusters Score -1.029403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -10294016.000000 Penalty: 5433.242188
	Iteration 345Q: 3 clusters Score -1.029402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -10294008.000000 Penalty: 5433.242188
	Iteration 346Q: 3 clusters Score -1.029401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10294006.000000 Penalty: 5433.242188
	Iteration 347Q: 3 clusters Score -1.029401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -10294009.000000 Penalty: 5433.242188
	Iteration 348Q: 3 clusters Score -1.029401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -10294011.000000 Penalty: 5433.242188
	Iteration 349Q: 3 clusters Score -1.029401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10294005.000000 Penalty: 5433.242188
	Iteration 350Q: 3 clusters Score -1.0294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10294000.000000 Penalty: 5433.242188
	Iteration 351Q: 3 clusters Score -1.0294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -10294012.000000 Penalty: 5433.242188
	Iteration 352Q: 3 clusters Score -1.029401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -10294016.000000 Penalty: 5433.242188
	Iteration 353Q: 3 clusters Score -1.029402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -10294024.000000 Penalty: 5433.242188
	Iteration 354Q: 3 clusters Score -1.029402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10294022.000000 Penalty: 5433.242188
	Iteration 355Q: 3 clusters Score -1.029402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -10294018.000000 Penalty: 5433.242188
	Iteration 356Q: 3 clusters Score -1.029402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10294013.000000 Penalty: 5433.242188
	Iteration 357Q: 3 clusters Score -1.029401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10294013.000000 Penalty: 5433.242188
	Iteration 358F: 3 clusters Score -1.029401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22776 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17064 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40481 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 49082 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22217 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 37828 members 
Mstep: Class 15 contains 34683 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 20 contains 42563 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 52618 members 
Mstep: Class 23 contains 50785 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45429 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 40431 members 
Mstep: Class 28 contains 41881 members 
Mstep: Class 29 contains 48235 members 
Mstep: Class 30 contains 49800 members 
Mstep: Class 31 contains 24238 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43222 members 
Mstep: Class 34 contains 69310 members 
Mstep: Class 35 contains 40761 members 
Mstep: Class 36 contains 37624 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 43214 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423776.000000 Penalty: 138191.531250
Iteration 439Q: 41 clusters Score -1.964238e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 22780 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 17066 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40496 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 49082 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 22224 members 
Mstep: Class 13 contains 43624 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 34682 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46696 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 42556 members 
Mstep: Class 21 contains 16394 members 
Mstep: Class 22 contains 52613 members 
Mstep: Class 23 contains 50774 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45440 members 
Mstep: Class 26 contains 19974 members 
Mstep: Class 27 contains 40440 members 
Mstep: Class 28 contains 41884 members 
Mstep: Class 29 contains 48224 members 
Mstep: Class 30 contains 49803 members 
Mstep: Class 31 contains 24233 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43224 members 
Mstep: Class 34 contains 69296 members 
Mstep: Class 35 contains 40770 members 
Mstep: Class 36 contains 37634 members 
Mstep: Class 37 contains 4912 members 
Mstep: Class 38 contains 43218 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423552.000000 Penalty: 138191.531250
Iteration 440F: 41 clusters Score -1.964236e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 22777 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 17068 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40526 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 49084 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 43623 members 
Mstep: Class 14 contains 37676 members 
Mstep: Class 15 contains 34675 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46780 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 42553 members 
Mstep: Class 21 contains 16395 members 
Mstep: Class 22 contains 52601 members 
Mstep: Class 23 contains 50767 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45445 members 
Mstep: Class 26 contains 19978 members 
Mstep: Class 27 contains 40455 members 
Mstep: Class 28 contains 41888 members 
Mstep: Class 29 contains 48221 members 
Mstep: Class 30 contains 49803 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43233 members 
Mstep: Class 34 contains 69292 members 
Mstep: Class 35 contains 40774 members 
Mstep: Class 36 contains 37638 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43228 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423472.000000 Penalty: 138191.531250
Iteration 441Q: 41 clusters Score -1.964235e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 22766 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 17069 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40553 members 
Mstep: Class 9 contains 7122 members 
Mstep: Class 10 contains 49081 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22227 members 
Mstep: Class 13 contains 43623 members 
Mstep: Class 14 contains 37612 members 
Mstep: Class 15 contains 34674 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46854 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 13578 members 
Mstep: Class 20 contains 42543 members 
Mstep: Class 21 contains 16401 members 
Mstep: Class 22 contains 52607 members 
Mstep: Class 23 contains 50765 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45438 members 
Mstep: Class 26 contains 19984 members 
Mstep: Class 27 contains 40463 members 
Mstep: Class 28 contains 41891 members 
Mstep: Class 29 contains 48216 members 
Mstep: Class 30 contains 49807 members 
Mstep: Class 31 contains 24228 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43220 members 
Mstep: Class 34 contains 69278 members 
Mstep: Class 35 contains 40795 members 
Mstep: Class 36 contains 37647 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43225 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423600.000000 Penalty: 138191.531250
Iteration 442Q: 41 clusters Score -1.964236e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 22754 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 17072 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40577 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 49083 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22221 members 
Mstep: Class 13 contains 43625 members 
Mstep: Class 14 contains 37533 members 
Mstep: Class 15 contains 34677 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46917 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 13538 members 
Mstep: Class 20 contains 42546 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 52598 members 
Mstep: Class 23 contains 50760 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45444 members 
Mstep: Class 26 contains 19991 members 
Mstep: Class 27 contains 40461 members 
Mstep: Class 28 contains 41897 members 
Mstep: Class 29 contains 48209 members 
Mstep: Class 30 contains 49816 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43232 members 
Mstep: Class 34 contains 69288 members 
Mstep: Class 35 contains 40813 members 
Mstep: Class 36 contains 37655 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43219 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423760.000000 Penalty: 138191.531250
Iteration 443Q: 41 clusters Score -1.964238e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 22744 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 17073 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40602 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 49086 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22219 members 
Mstep: Class 13 contains 43625 members 
Mstep: Class 14 contains 37462 members 
Mstep: Class 15 contains 34670 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46952 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 42550 members 
Mstep: Class 21 contains 16410 members 
Mstep: Class 22 contains 52603 members 
Mstep: Class 23 contains 50753 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45453 members 
Mstep: Class 26 contains 19993 members 
Mstep: Class 27 contains 40478 members 
Mstep: Class 28 contains 41901 members 
Mstep: Class 29 contains 48199 members 
Mstep: Class 30 contains 49799 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43237 members 
Mstep: Class 34 contains 69283 members 
Mstep: Class 35 contains 40827 members 
Mstep: Class 36 contains 37688 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43231 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423984.000000 Penalty: 138191.531250
Iteration 444Q: 41 clusters Score -1.96424e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 22738 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17071 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40633 members 
Mstep: Class 9 contains 7110 members 
Mstep: Class 10 contains 49091 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 22222 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 37376 members 
Mstep: Class 15 contains 34672 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 46980 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 13467 members 
Mstep: Class 20 contains 42552 members 
Mstep: Class 21 contains 16413 members 
Mstep: Class 22 contains 52603 members 
Mstep: Class 23 contains 50749 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45452 members 
Mstep: Class 26 contains 19999 members 
Mstep: Class 27 contains 40490 members 
Mstep: Class 28 contains 41906 members 
Mstep: Class 29 contains 48186 members 
Mstep: Class 30 contains 49778 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43253 members 
Mstep: Class 34 contains 69276 members 
Mstep: Class 35 contains 40842 members 
Mstep: Class 36 contains 37720 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43252 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423840.000000 Penalty: 138191.531250
Iteration 445Q: 41 clusters Score -1.964238e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 22719 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 17074 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40667 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 10 contains 49090 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22222 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 37289 members 
Mstep: Class 15 contains 34674 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47024 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 13427 members 
Mstep: Class 20 contains 42566 members 
Mstep: Class 21 contains 16416 members 
Mstep: Class 22 contains 52604 members 
Mstep: Class 23 contains 50750 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45459 members 
Mstep: Class 26 contains 20006 members 
Mstep: Class 27 contains 40500 members 
Mstep: Class 28 contains 41904 members 
Mstep: Class 29 contains 48179 members 
Mstep: Class 30 contains 49770 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43250 members 
Mstep: Class 34 contains 69266 members 
Mstep: Class 35 contains 40866 members 
Mstep: Class 36 contains 37757 members 
Mstep: Class 37 contains 4912 members 
Mstep: Class 38 contains 43254 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423808.000000 Penalty: 138191.531250
Iteration 446Q: 41 clusters Score -1.964238e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 22702 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 17078 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40704 members 
Mstep: Class 9 contains 7098 members 
Mstep: Class 10 contains 49095 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22217 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 37185 members 
Mstep: Class 15 contains 34669 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 13382 members 
Mstep: Class 20 contains 42575 members 
Mstep: Class 21 contains 16417 members 
Mstep: Class 22 contains 52604 members 
Mstep: Class 23 contains 50737 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45465 members 
Mstep: Class 26 contains 20008 members 
Mstep: Class 27 contains 40512 members 
Mstep: Class 28 contains 41907 members 
Mstep: Class 29 contains 48174 members 
Mstep: Class 30 contains 49752 members 
Mstep: Class 31 contains 24233 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43261 members 
Mstep: Class 34 contains 69253 members 
Mstep: Class 35 contains 40889 members 
Mstep: Class 36 contains 37815 members 
Mstep: Class 37 contains 4909 members 
Mstep: Class 38 contains 43266 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424160.000000 Penalty: 138191.531250
Iteration 447Q: 41 clusters Score -1.964242e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 22683 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14018 members 
Mstep: Class 5 contains 17077 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 7095 members 
Mstep: Class 10 contains 49104 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22216 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 37061 members 
Mstep: Class 15 contains 34674 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47145 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 13334 members 
Mstep: Class 20 contains 42573 members 
Mstep: Class 21 contains 16415 members 
Mstep: Class 22 contains 52595 members 
Mstep: Class 23 contains 50733 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45482 members 
Mstep: Class 26 contains 20017 members 
Mstep: Class 27 contains 40521 members 
Mstep: Class 28 contains 41908 members 
Mstep: Class 29 contains 48162 members 
Mstep: Class 30 contains 49743 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43262 members 
Mstep: Class 34 contains 69256 members 
Mstep: Class 35 contains 40906 members 
Mstep: Class 36 contains 37854 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43285 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424032.000000 Penalty: 138191.531250
Iteration 448Q: 41 clusters Score -1.96424e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 22669 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14021 members 
Mstep: Class 5 contains 17079 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40759 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 10 contains 49110 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22219 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 36961 members 
Mstep: Class 15 contains 34678 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47229 members 
Mstep: Class 18 contains 11433 members 
Mstep: Class 19 contains 13289 members 
Mstep: Class 20 contains 42572 members 
Mstep: Class 21 contains 16416 members 
Mstep: Class 22 contains 52590 members 
Mstep: Class 23 contains 50718 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45503 members 
Mstep: Class 26 contains 20012 members 
Mstep: Class 27 contains 40530 members 
Mstep: Class 28 contains 41908 members 
Mstep: Class 29 contains 48143 members 
Mstep: Class 30 contains 49726 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 43265 members 
Mstep: Class 34 contains 69260 members 
Mstep: Class 35 contains 40917 members 
Mstep: Class 36 contains 37885 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43293 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423824.000000 Penalty: 138191.531250
Iteration 449Q: 41 clusters Score -1.964238e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 22661 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14022 members 
Mstep: Class 5 contains 17082 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40791 members 
Mstep: Class 9 contains 7091 members 
Mstep: Class 10 contains 49113 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22227 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 36857 members 
Mstep: Class 15 contains 34682 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47284 members 
Mstep: Class 18 contains 11430 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 42579 members 
Mstep: Class 21 contains 16425 members 
Mstep: Class 22 contains 52594 members 
Mstep: Class 23 contains 50716 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45512 members 
Mstep: Class 26 contains 20013 members 
Mstep: Class 27 contains 40536 members 
Mstep: Class 28 contains 41912 members 
Mstep: Class 29 contains 48133 members 
Mstep: Class 30 contains 49691 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43255 members 
Mstep: Class 34 contains 69247 members 
Mstep: Class 35 contains 40931 members 
Mstep: Class 36 contains 37944 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 43290 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423520.000000 Penalty: 138191.531250
Iteration 450Q: 41 clusters Score -1.964235e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 22636 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14022 members 
Mstep: Class 5 contains 17086 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40842 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 49117 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22224 members 
Mstep: Class 13 contains 43629 members 
Mstep: Class 14 contains 36775 members 
Mstep: Class 15 contains 34684 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47315 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 13208 members 
Mstep: Class 20 contains 42590 members 
Mstep: Class 21 contains 16439 members 
Mstep: Class 22 contains 52609 members 
Mstep: Class 23 contains 50720 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45510 members 
Mstep: Class 26 contains 20024 members 
Mstep: Class 27 contains 40549 members 
Mstep: Class 28 contains 41912 members 
Mstep: Class 29 contains 48107 members 
Mstep: Class 30 contains 49664 members 
Mstep: Class 31 contains 24234 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43231 members 
Mstep: Class 34 contains 69257 members 
Mstep: Class 35 contains 40947 members 
Mstep: Class 36 contains 37989 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43289 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423376.000000 Penalty: 138191.531250
Iteration 451Q: 41 clusters Score -1.964234e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 22614 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14021 members 
Mstep: Class 5 contains 17087 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40896 members 
Mstep: Class 9 contains 7091 members 
Mstep: Class 10 contains 49122 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22230 members 
Mstep: Class 13 contains 43629 members 
Mstep: Class 14 contains 36698 members 
Mstep: Class 15 contains 34681 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47360 members 
Mstep: Class 18 contains 11424 members 
Mstep: Class 19 contains 13153 members 
Mstep: Class 20 contains 42596 members 
Mstep: Class 21 contains 16447 members 
Mstep: Class 22 contains 52596 members 
Mstep: Class 23 contains 50725 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45514 members 
Mstep: Class 26 contains 20028 members 
Mstep: Class 27 contains 40549 members 
Mstep: Class 28 contains 41913 members 
Mstep: Class 29 contains 48095 members 
Mstep: Class 30 contains 49651 members 
Mstep: Class 31 contains 24235 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43220 members 
Mstep: Class 34 contains 69269 members 
Mstep: Class 35 contains 40952 members 
Mstep: Class 36 contains 38043 members 
Mstep: Class 37 contains 4912 members 
Mstep: Class 38 contains 43289 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423520.000000 Penalty: 138191.531250
Iteration 452Q: 41 clusters Score -1.964235e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 22602 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 17084 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40935 members 
Mstep: Class 9 contains 7089 members 
Mstep: Class 10 contains 49126 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22228 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 36634 members 
Mstep: Class 15 contains 34680 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47419 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 13106 members 
Mstep: Class 20 contains 42599 members 
Mstep: Class 21 contains 16451 members 
Mstep: Class 22 contains 52598 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45522 members 
Mstep: Class 26 contains 20033 members 
Mstep: Class 27 contains 40555 members 
Mstep: Class 28 contains 41916 members 
Mstep: Class 29 contains 48082 members 
Mstep: Class 30 contains 49650 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43209 members 
Mstep: Class 34 contains 69267 members 
Mstep: Class 35 contains 40958 members 
Mstep: Class 36 contains 38079 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43288 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423440.000000 Penalty: 138191.531250
Iteration 453Q: 41 clusters Score -1.964234e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 22590 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14018 members 
Mstep: Class 5 contains 17082 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 40978 members 
Mstep: Class 9 contains 7088 members 
Mstep: Class 10 contains 49128 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22230 members 
Mstep: Class 13 contains 43629 members 
Mstep: Class 14 contains 36567 members 
Mstep: Class 15 contains 34682 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47486 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 13054 members 
Mstep: Class 20 contains 42619 members 
Mstep: Class 21 contains 16455 members 
Mstep: Class 22 contains 52584 members 
Mstep: Class 23 contains 50699 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45519 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 40564 members 
Mstep: Class 28 contains 41918 members 
Mstep: Class 29 contains 48076 members 
Mstep: Class 30 contains 49640 members 
Mstep: Class 31 contains 24233 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43183 members 
Mstep: Class 34 contains 69276 members 
Mstep: Class 35 contains 40969 members 
Mstep: Class 36 contains 38120 members 
Mstep: Class 37 contains 4918 members 
Mstep: Class 38 contains 43285 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423280.000000 Penalty: 138191.531250
Iteration 454Q: 41 clusters Score -1.964233e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 22573 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 17080 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41026 members 
Mstep: Class 9 contains 7086 members 
Mstep: Class 10 contains 49132 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22233 members 
Mstep: Class 13 contains 43631 members 
Mstep: Class 14 contains 36505 members 
Mstep: Class 15 contains 34680 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47547 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 12989 members 
Mstep: Class 20 contains 42634 members 
Mstep: Class 21 contains 16467 members 
Mstep: Class 22 contains 52575 members 
Mstep: Class 23 contains 50668 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45503 members 
Mstep: Class 26 contains 20039 members 
Mstep: Class 27 contains 40573 members 
Mstep: Class 28 contains 41922 members 
Mstep: Class 29 contains 48076 members 
Mstep: Class 30 contains 49642 members 
Mstep: Class 31 contains 24235 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43170 members 
Mstep: Class 34 contains 69278 members 
Mstep: Class 35 contains 40981 members 
Mstep: Class 36 contains 38166 members 
Mstep: Class 37 contains 4919 members 
Mstep: Class 38 contains 43280 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423520.000000 Penalty: 138191.531250
Iteration 455Q: 41 clusters Score -1.964235e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 22564 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 17077 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41063 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 49134 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22237 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 36470 members 
Mstep: Class 15 contains 34689 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47594 members 
Mstep: Class 18 contains 11427 members 
Mstep: Class 19 contains 12938 members 
Mstep: Class 20 contains 42637 members 
Mstep: Class 21 contains 16470 members 
Mstep: Class 22 contains 52564 members 
Mstep: Class 23 contains 50659 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45481 members 
Mstep: Class 26 contains 20048 members 
Mstep: Class 27 contains 40588 members 
Mstep: Class 28 contains 41925 members 
Mstep: Class 29 contains 48083 members 
Mstep: Class 30 contains 49635 members 
Mstep: Class 31 contains 24234 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43152 members 
Mstep: Class 34 contains 69282 members 
Mstep: Class 35 contains 40998 members 
Mstep: Class 36 contains 38178 members 
Mstep: Class 37 contains 4921 members 
Mstep: Class 38 contains 43285 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423648.000000 Penalty: 138191.531250
Iteration 456Q: 41 clusters Score -1.964236e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 22549 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 17075 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41090 members 
Mstep: Class 9 contains 7078 members 
Mstep: Class 10 contains 49137 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 22243 members 
Mstep: Class 13 contains 43631 members 
Mstep: Class 14 contains 36431 members 
Mstep: Class 15 contains 34700 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47639 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 12889 members 
Mstep: Class 20 contains 42644 members 
Mstep: Class 21 contains 16476 members 
Mstep: Class 22 contains 52546 members 
Mstep: Class 23 contains 50660 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45477 members 
Mstep: Class 26 contains 20052 members 
Mstep: Class 27 contains 40595 members 
Mstep: Class 28 contains 41930 members 
Mstep: Class 29 contains 48080 members 
Mstep: Class 30 contains 49643 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43145 members 
Mstep: Class 34 contains 69296 members 
Mstep: Class 35 contains 40996 members 
Mstep: Class 36 contains 38183 members 
Mstep: Class 37 contains 4922 members 
Mstep: Class 38 contains 43289 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423792.000000 Penalty: 138191.531250
Iteration 457Q: 41 clusters Score -1.964238e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 22540 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14018 members 
Mstep: Class 5 contains 17074 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 49146 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 22250 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 36378 members 
Mstep: Class 15 contains 34710 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47689 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 12824 members 
Mstep: Class 20 contains 42638 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 52536 members 
Mstep: Class 23 contains 50656 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45492 members 
Mstep: Class 26 contains 20060 members 
Mstep: Class 27 contains 40601 members 
Mstep: Class 28 contains 41931 members 
Mstep: Class 29 contains 48090 members 
Mstep: Class 30 contains 49637 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43129 members 
Mstep: Class 34 contains 69312 members 
Mstep: Class 35 contains 40995 members 
Mstep: Class 36 contains 38205 members 
Mstep: Class 37 contains 4922 members 
Mstep: Class 38 contains 43296 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423344.000000 Penalty: 138191.531250
Iteration 458Q: 41 clusters Score -1.964233e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 22523 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14017 members 
Mstep: Class 5 contains 17072 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41130 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 49151 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22246 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 36316 members 
Mstep: Class 15 contains 34713 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47735 members 
Mstep: Class 18 contains 11422 members 
Mstep: Class 19 contains 12757 members 
Mstep: Class 20 contains 42653 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 52515 members 
Mstep: Class 23 contains 50654 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45524 members 
Mstep: Class 26 contains 20061 members 
Mstep: Class 27 contains 40611 members 
Mstep: Class 28 contains 41936 members 
Mstep: Class 29 contains 48093 members 
Mstep: Class 30 contains 49627 members 
Mstep: Class 31 contains 24233 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43131 members 
Mstep: Class 34 contains 69326 members 
Mstep: Class 35 contains 41003 members 
Mstep: Class 36 contains 38221 members 
Mstep: Class 37 contains 4922 members 
Mstep: Class 38 contains 43305 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423264.000000 Penalty: 138191.531250
Iteration 459Q: 41 clusters Score -1.964233e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 22507 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 17069 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41154 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 49156 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22242 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 36252 members 
Mstep: Class 15 contains 34713 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47783 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 42661 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 52504 members 
Mstep: Class 23 contains 50647 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45544 members 
Mstep: Class 26 contains 20064 members 
Mstep: Class 27 contains 40617 members 
Mstep: Class 28 contains 41944 members 
Mstep: Class 29 contains 48094 members 
Mstep: Class 30 contains 49617 members 
Mstep: Class 31 contains 24231 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43129 members 
Mstep: Class 34 contains 69339 members 
Mstep: Class 35 contains 41008 members 
Mstep: Class 36 contains 38262 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43332 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423248.000000 Penalty: 138191.531250
Iteration 460F: 41 clusters Score -1.964232e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 22494 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 17068 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41177 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 49156 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22238 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 36203 members 
Mstep: Class 15 contains 34716 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47809 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 42659 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 52491 members 
Mstep: Class 23 contains 50643 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45579 members 
Mstep: Class 26 contains 20070 members 
Mstep: Class 27 contains 40619 members 
Mstep: Class 28 contains 41946 members 
Mstep: Class 29 contains 48089 members 
Mstep: Class 30 contains 49615 members 
Mstep: Class 31 contains 24232 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43129 members 
Mstep: Class 34 contains 69350 members 
Mstep: Class 35 contains 41022 members 
Mstep: Class 36 contains 38283 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43349 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423328.000000 Penalty: 138191.531250
Iteration 461Q: 41 clusters Score -1.964233e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 22493 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17068 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41213 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 49158 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22234 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 36171 members 
Mstep: Class 15 contains 34722 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47830 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 42658 members 
Mstep: Class 21 contains 16500 members 
Mstep: Class 22 contains 52479 members 
Mstep: Class 23 contains 50623 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45593 members 
Mstep: Class 26 contains 20078 members 
Mstep: Class 27 contains 40621 members 
Mstep: Class 28 contains 41948 members 
Mstep: Class 29 contains 48083 members 
Mstep: Class 30 contains 49623 members 
Mstep: Class 31 contains 24231 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43127 members 
Mstep: Class 34 contains 69363 members 
Mstep: Class 35 contains 41039 members 
Mstep: Class 36 contains 38296 members 
Mstep: Class 37 contains 4921 members 
Mstep: Class 38 contains 43364 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423616.000000 Penalty: 138191.531250
Iteration 462Q: 41 clusters Score -1.964236e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17067 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41246 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 49164 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 22234 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 36109 members 
Mstep: Class 15 contains 34729 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47867 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 12468 members 
Mstep: Class 20 contains 42655 members 
Mstep: Class 21 contains 16498 members 
Mstep: Class 22 contains 52473 members 
Mstep: Class 23 contains 50608 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45602 members 
Mstep: Class 26 contains 20084 members 
Mstep: Class 27 contains 40628 members 
Mstep: Class 28 contains 41947 members 
Mstep: Class 29 contains 48081 members 
Mstep: Class 30 contains 49635 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43119 members 
Mstep: Class 34 contains 69365 members 
Mstep: Class 35 contains 41041 members 
Mstep: Class 36 contains 38323 members 
Mstep: Class 37 contains 4919 members 
Mstep: Class 38 contains 43386 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423376.000000 Penalty: 138191.531250
Iteration 463Q: 41 clusters Score -1.964234e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 17067 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41264 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 49170 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 22234 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 36058 members 
Mstep: Class 15 contains 34738 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47912 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 42648 members 
Mstep: Class 21 contains 16500 members 
Mstep: Class 22 contains 52459 members 
Mstep: Class 23 contains 50593 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45620 members 
Mstep: Class 26 contains 20088 members 
Mstep: Class 27 contains 40633 members 
Mstep: Class 28 contains 41948 members 
Mstep: Class 29 contains 48071 members 
Mstep: Class 30 contains 49638 members 
Mstep: Class 31 contains 24228 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43122 members 
Mstep: Class 34 contains 69376 members 
Mstep: Class 35 contains 41052 members 
Mstep: Class 36 contains 38332 members 
Mstep: Class 37 contains 4917 members 
Mstep: Class 38 contains 43400 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423552.000000 Penalty: 138191.531250
Iteration 464Q: 41 clusters Score -1.964236e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 22481 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 17066 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41291 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 49175 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 22236 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 36022 members 
Mstep: Class 15 contains 34743 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47933 members 
Mstep: Class 18 contains 11427 members 
Mstep: Class 19 contains 12343 members 
Mstep: Class 20 contains 42646 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 52457 members 
Mstep: Class 23 contains 50582 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45648 members 
Mstep: Class 26 contains 20087 members 
Mstep: Class 27 contains 40635 members 
Mstep: Class 28 contains 41945 members 
Mstep: Class 29 contains 48044 members 
Mstep: Class 30 contains 49645 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43102 members 
Mstep: Class 34 contains 69383 members 
Mstep: Class 35 contains 41060 members 
Mstep: Class 36 contains 38363 members 
Mstep: Class 37 contains 4917 members 
Mstep: Class 38 contains 43423 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423504.000000 Penalty: 138191.531250
Iteration 465Q: 41 clusters Score -1.964235e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 22477 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41301 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 49179 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 22234 members 
Mstep: Class 13 contains 43625 members 
Mstep: Class 14 contains 35972 members 
Mstep: Class 15 contains 34751 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47973 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 12279 members 
Mstep: Class 20 contains 42647 members 
Mstep: Class 21 contains 16501 members 
Mstep: Class 22 contains 52458 members 
Mstep: Class 23 contains 50570 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45671 members 
Mstep: Class 26 contains 20091 members 
Mstep: Class 27 contains 40643 members 
Mstep: Class 28 contains 41945 members 
Mstep: Class 29 contains 48037 members 
Mstep: Class 30 contains 49638 members 
Mstep: Class 31 contains 24228 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43093 members 
Mstep: Class 34 contains 69387 members 
Mstep: Class 35 contains 41069 members 
Mstep: Class 36 contains 38392 members 
Mstep: Class 37 contains 4919 members 
Mstep: Class 38 contains 43461 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423184.000000 Penalty: 138191.531250
Iteration 466Q: 41 clusters Score -1.964232e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 22471 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41319 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 49181 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 22238 members 
Mstep: Class 13 contains 43623 members 
Mstep: Class 14 contains 35947 members 
Mstep: Class 15 contains 34755 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47990 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 12209 members 
Mstep: Class 20 contains 42658 members 
Mstep: Class 21 contains 16498 members 
Mstep: Class 22 contains 52463 members 
Mstep: Class 23 contains 50548 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45692 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 40643 members 
Mstep: Class 28 contains 41947 members 
Mstep: Class 29 contains 48027 members 
Mstep: Class 30 contains 49622 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43083 members 
Mstep: Class 34 contains 69394 members 
Mstep: Class 35 contains 41080 members 
Mstep: Class 36 contains 38426 members 
Mstep: Class 37 contains 4918 members 
Mstep: Class 38 contains 43498 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423344.000000 Penalty: 138191.531250
Iteration 467Q: 41 clusters Score -1.964233e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 22467 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 17059 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41339 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 49184 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22240 members 
Mstep: Class 13 contains 43624 members 
Mstep: Class 14 contains 35922 members 
Mstep: Class 15 contains 34765 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47999 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 12156 members 
Mstep: Class 20 contains 42669 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 52470 members 
Mstep: Class 23 contains 50534 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45689 members 
Mstep: Class 26 contains 20084 members 
Mstep: Class 27 contains 40646 members 
Mstep: Class 28 contains 41947 members 
Mstep: Class 29 contains 48015 members 
Mstep: Class 30 contains 49620 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43075 members 
Mstep: Class 34 contains 69405 members 
Mstep: Class 35 contains 41089 members 
Mstep: Class 36 contains 38447 members 
Mstep: Class 37 contains 4917 members 
Mstep: Class 38 contains 43519 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423296.000000 Penalty: 138191.531250
Iteration 468Q: 41 clusters Score -1.964233e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 22458 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41350 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 49190 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22247 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 35888 members 
Mstep: Class 15 contains 34767 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47983 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 12089 members 
Mstep: Class 20 contains 42681 members 
Mstep: Class 21 contains 16497 members 
Mstep: Class 22 contains 52484 members 
Mstep: Class 23 contains 50530 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45705 members 
Mstep: Class 26 contains 20081 members 
Mstep: Class 27 contains 40650 members 
Mstep: Class 28 contains 41946 members 
Mstep: Class 29 contains 48011 members 
Mstep: Class 30 contains 49611 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43063 members 
Mstep: Class 34 contains 69399 members 
Mstep: Class 35 contains 41098 members 
Mstep: Class 36 contains 38508 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 43538 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423488.000000 Penalty: 138191.531250
Iteration 469Q: 41 clusters Score -1.964235e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 22456 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 17054 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41359 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 49193 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 22255 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 35862 members 
Mstep: Class 15 contains 34774 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47972 members 
Mstep: Class 18 contains 11427 members 
Mstep: Class 19 contains 12027 members 
Mstep: Class 20 contains 42696 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 52494 members 
Mstep: Class 23 contains 50519 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45704 members 
Mstep: Class 26 contains 20080 members 
Mstep: Class 27 contains 40652 members 
Mstep: Class 28 contains 41947 members 
Mstep: Class 29 contains 48007 members 
Mstep: Class 30 contains 49610 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43048 members 
Mstep: Class 34 contains 69413 members 
Mstep: Class 35 contains 41113 members 
Mstep: Class 36 contains 38565 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43542 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423200.000000 Penalty: 138191.531250
Iteration 470Q: 41 clusters Score -1.964232e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 22463 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 17053 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41369 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 49204 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22263 members 
Mstep: Class 13 contains 43632 members 
Mstep: Class 14 contains 35813 members 
Mstep: Class 15 contains 34771 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47955 members 
Mstep: Class 18 contains 11427 members 
Mstep: Class 19 contains 11955 members 
Mstep: Class 20 contains 42711 members 
Mstep: Class 21 contains 16500 members 
Mstep: Class 22 contains 52499 members 
Mstep: Class 23 contains 50517 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45716 members 
Mstep: Class 26 contains 20085 members 
Mstep: Class 27 contains 40651 members 
Mstep: Class 28 contains 41945 members 
Mstep: Class 29 contains 48008 members 
Mstep: Class 30 contains 49611 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43032 members 
Mstep: Class 34 contains 69420 members 
Mstep: Class 35 contains 41125 members 
Mstep: Class 36 contains 38635 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43541 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423456.000000 Penalty: 138191.531250
Iteration 471Q: 41 clusters Score -1.964235e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 22457 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 17053 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41381 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 49210 members 
Mstep: Class 11 contains 10542 members 
Mstep: Class 12 contains 22269 members 
Mstep: Class 13 contains 43632 members 
Mstep: Class 14 contains 35783 members 
Mstep: Class 15 contains 34774 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47968 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11886 members 
Mstep: Class 20 contains 42722 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 52507 members 
Mstep: Class 23 contains 50518 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45741 members 
Mstep: Class 26 contains 20087 members 
Mstep: Class 27 contains 40653 members 
Mstep: Class 28 contains 41952 members 
Mstep: Class 29 contains 47993 members 
Mstep: Class 30 contains 49604 members 
Mstep: Class 31 contains 24230 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 43011 members 
Mstep: Class 34 contains 69418 members 
Mstep: Class 35 contains 41121 members 
Mstep: Class 36 contains 38672 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43557 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423488.000000 Penalty: 138191.531250
Iteration 472Q: 41 clusters Score -1.964235e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 22453 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13999 members 
Mstep: Class 5 contains 17052 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41402 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 49216 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22273 members 
Mstep: Class 13 contains 43634 members 
Mstep: Class 14 contains 35773 members 
Mstep: Class 15 contains 34775 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47960 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 11821 members 
Mstep: Class 20 contains 42736 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 52509 members 
Mstep: Class 23 contains 50514 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45750 members 
Mstep: Class 26 contains 20087 members 
Mstep: Class 27 contains 40654 members 
Mstep: Class 28 contains 41953 members 
Mstep: Class 29 contains 47974 members 
Mstep: Class 30 contains 49608 members 
Mstep: Class 31 contains 24231 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42999 members 
Mstep: Class 34 contains 69415 members 
Mstep: Class 35 contains 41120 members 
Mstep: Class 36 contains 38715 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43580 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423584.000000 Penalty: 138191.531250
Iteration 473Q: 41 clusters Score -1.964236e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 22448 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13997 members 
Mstep: Class 5 contains 17048 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41427 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 49221 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 43634 members 
Mstep: Class 14 contains 35748 members 
Mstep: Class 15 contains 34781 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47978 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 11749 members 
Mstep: Class 20 contains 42729 members 
Mstep: Class 21 contains 16508 members 
Mstep: Class 22 contains 52507 members 
Mstep: Class 23 contains 50514 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45761 members 
Mstep: Class 26 contains 20085 members 
Mstep: Class 27 contains 40648 members 
Mstep: Class 28 contains 41958 members 
Mstep: Class 29 contains 47975 members 
Mstep: Class 30 contains 49609 members 
Mstep: Class 31 contains 24231 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42982 members 
Mstep: Class 34 contains 69427 members 
Mstep: Class 35 contains 41129 members 
Mstep: Class 36 contains 38757 members 
Mstep: Class 37 contains 4915 members 
Mstep: Class 38 contains 43588 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423600.000000 Penalty: 138191.531250
Iteration 474Q: 41 clusters Score -1.964236e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 22452 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 17048 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41449 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 49224 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 43636 members 
Mstep: Class 14 contains 35734 members 
Mstep: Class 15 contains 34789 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47986 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 42737 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 52502 members 
Mstep: Class 23 contains 50518 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45770 members 
Mstep: Class 26 contains 20088 members 
Mstep: Class 27 contains 40654 members 
Mstep: Class 28 contains 41958 members 
Mstep: Class 29 contains 47956 members 
Mstep: Class 30 contains 49617 members 
Mstep: Class 31 contains 24227 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42964 members 
Mstep: Class 34 contains 69433 members 
Mstep: Class 35 contains 41138 members 
Mstep: Class 36 contains 38778 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43602 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423520.000000 Penalty: 138191.531250
Iteration 475Q: 41 clusters Score -1.964235e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 22452 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 17048 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41467 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 49229 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22278 members 
Mstep: Class 13 contains 43636 members 
Mstep: Class 14 contains 35718 members 
Mstep: Class 15 contains 34792 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48008 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 42740 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 52498 members 
Mstep: Class 23 contains 50515 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45787 members 
Mstep: Class 26 contains 20086 members 
Mstep: Class 27 contains 40660 members 
Mstep: Class 28 contains 41954 members 
Mstep: Class 29 contains 47946 members 
Mstep: Class 30 contains 49626 members 
Mstep: Class 31 contains 24227 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42943 members 
Mstep: Class 34 contains 69434 members 
Mstep: Class 35 contains 41151 members 
Mstep: Class 36 contains 38795 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43614 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423504.000000 Penalty: 138191.531250
Iteration 476Q: 41 clusters Score -1.964235e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 22446 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13997 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41470 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 49234 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 22278 members 
Mstep: Class 13 contains 43636 members 
Mstep: Class 14 contains 35707 members 
Mstep: Class 15 contains 34790 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48018 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 11543 members 
Mstep: Class 20 contains 42749 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 52491 members 
Mstep: Class 23 contains 50511 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45809 members 
Mstep: Class 26 contains 20084 members 
Mstep: Class 27 contains 40655 members 
Mstep: Class 28 contains 41954 members 
Mstep: Class 29 contains 47935 members 
Mstep: Class 30 contains 49641 members 
Mstep: Class 31 contains 24227 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42921 members 
Mstep: Class 34 contains 69451 members 
Mstep: Class 35 contains 41171 members 
Mstep: Class 36 contains 38839 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 43618 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423728.000000 Penalty: 138191.531250
Iteration 477Q: 41 clusters Score -1.964237e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 22437 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13997 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41486 members 
Mstep: Class 9 contains 7075 members 
Mstep: Class 10 contains 49239 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 22279 members 
Mstep: Class 13 contains 43639 members 
Mstep: Class 14 contains 35691 members 
Mstep: Class 15 contains 34800 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48025 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 11475 members 
Mstep: Class 20 contains 42769 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 52485 members 
Mstep: Class 23 contains 50501 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45842 members 
Mstep: Class 26 contains 20084 members 
Mstep: Class 27 contains 40650 members 
Mstep: Class 28 contains 41956 members 
Mstep: Class 29 contains 47919 members 
Mstep: Class 30 contains 49660 members 
Mstep: Class 31 contains 24225 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42893 members 
Mstep: Class 34 contains 69451 members 
Mstep: Class 35 contains 41185 members 
Mstep: Class 36 contains 38876 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43614 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423904.000000 Penalty: 138191.531250
Iteration 478Q: 41 clusters Score -1.964239e+08 nChanged 631
Entering ConstructFrom: 
Score: -196423904.000000 Penalty: 138191.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -2642551.750000 Penalty: 2382.544434
	Iteration 0F: 2 clusters Score -2642552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2631839.000000 Penalty: 4765.088867
	Iteration 0F: 3 clusters Score -2631839 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2635105.500000 Penalty: 4765.088867
	Iteration 1F: 3 clusters Score -2635106 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2635393.500000 Penalty: 4765.088867
	Iteration 2F: 3 clusters Score -2635394 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2635627.250000 Penalty: 4765.088867
	Iteration 3Q: 3 clusters Score -2635627 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2635827.750000 Penalty: 4765.088867
	Iteration 4Q: 3 clusters Score -2635828 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2635978.000000 Penalty: 4765.088867
	Iteration 5Q: 3 clusters Score -2635978 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2636124.250000 Penalty: 4765.088867
	Iteration 6Q: 3 clusters Score -2636124 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2636297.750000 Penalty: 4765.088867
	Iteration 7Q: 3 clusters Score -2636298 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2636482.000000 Penalty: 4765.088867
	Iteration 8Q: 3 clusters Score -2636482 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2636720.500000 Penalty: 4765.088867
	Iteration 9Q: 3 clusters Score -2636720 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2637013.000000 Penalty: 4765.088867
	Iteration 10Q: 3 clusters Score -2637013 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2637323.500000 Penalty: 4765.088867
	Iteration 11Q: 3 clusters Score -2637324 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2637617.500000 Penalty: 4765.088867
	Iteration 12Q: 3 clusters Score -2637618 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2637905.500000 Penalty: 4765.088867
	Iteration 13Q: 3 clusters Score -2637906 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2638150.000000 Penalty: 4765.088867
	Iteration 14Q: 3 clusters Score -2638150 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2638389.000000 Penalty: 4765.088867
	Iteration 15Q: 3 clusters Score -2638389 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2638581.000000 Penalty: 4765.088867
	Iteration 16Q: 3 clusters Score -2638581 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2638733.250000 Penalty: 4765.088867
	Iteration 17Q: 3 clusters Score -2638733 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2638828.500000 Penalty: 4765.088867
	Iteration 18Q: 3 clusters Score -2638828 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2638926.750000 Penalty: 4765.088867
	Iteration 19Q: 3 clusters Score -2638927 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2639022.750000 Penalty: 4765.088867
	Iteration 20F: 3 clusters Score -2639023 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2639136.750000 Penalty: 4765.088867
	Iteration 21Q: 3 clusters Score -2639137 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2639243.250000 Penalty: 4765.088867
	Iteration 22Q: 3 clusters Score -2639243 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2639335.750000 Penalty: 4765.088867
	Iteration 23Q: 3 clusters Score -2639336 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2639449.000000 Penalty: 4765.088867
	Iteration 24Q: 3 clusters Score -2639449 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2639548.750000 Penalty: 4765.088867
	Iteration 25Q: 3 clusters Score -2639549 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2639639.000000 Penalty: 4765.088867
	Iteration 26Q: 3 clusters Score -2639639 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2639716.500000 Penalty: 4765.088867
	Iteration 27Q: 3 clusters Score -2639716 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2639771.750000 Penalty: 4765.088867
	Iteration 28Q: 3 clusters Score -2639772 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2639847.000000 Penalty: 4765.088867
	Iteration 29Q: 3 clusters Score -2639847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2639911.750000 Penalty: 4765.088867
	Iteration 30Q: 3 clusters Score -2639912 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2639972.250000 Penalty: 4765.088867
	Iteration 31Q: 3 clusters Score -2639972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2640022.000000 Penalty: 4765.088867
	Iteration 32Q: 3 clusters Score -2640022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2640062.250000 Penalty: 4765.088867
	Iteration 33Q: 3 clusters Score -2640062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2640119.250000 Penalty: 4765.088867
	Iteration 34Q: 3 clusters Score -2640119 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2640154.250000 Penalty: 4765.088867
	Iteration 35Q: 3 clusters Score -2640154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2640189.750000 Penalty: 4765.088867
	Iteration 36Q: 3 clusters Score -2640190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2640225.250000 Penalty: 4765.088867
	Iteration 37Q: 3 clusters Score -2640225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2640266.750000 Penalty: 4765.088867
	Iteration 38Q: 3 clusters Score -2640267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2640309.750000 Penalty: 4765.088867
	Iteration 39Q: 3 clusters Score -2640310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2640345.250000 Penalty: 4765.088867
	Iteration 40F: 3 clusters Score -2640345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2640375.000000 Penalty: 4765.088867
	Iteration 41Q: 3 clusters Score -2640375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2640391.500000 Penalty: 4765.088867
	Iteration 42Q: 3 clusters Score -2640392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2640404.500000 Penalty: 4765.088867
	Iteration 43Q: 3 clusters Score -2640404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2640417.500000 Penalty: 4765.088867
	Iteration 44Q: 3 clusters Score -2640418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2640422.750000 Penalty: 4765.088867
	Iteration 45Q: 3 clusters Score -2640423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2640429.250000 Penalty: 4765.088867
	Iteration 46Q: 3 clusters Score -2640429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2640431.500000 Penalty: 4765.088867
	Iteration 47Q: 3 clusters Score -2640432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2640439.000000 Penalty: 4765.088867
	Iteration 48Q: 3 clusters Score -2640439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2640441.250000 Penalty: 4765.088867
	Iteration 49Q: 3 clusters Score -2640441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2640448.750000 Penalty: 4765.088867
	Iteration 50Q: 3 clusters Score -2640449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2640451.750000 Penalty: 4765.088867
	Iteration 51Q: 3 clusters Score -2640452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2640453.000000 Penalty: 4765.088867
	Iteration 52Q: 3 clusters Score -2640453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2640455.250000 Penalty: 4765.088867
	Iteration 53Q: 3 clusters Score -2640455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2640459.500000 Penalty: 4765.088867
	Iteration 54Q: 3 clusters Score -2640460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2640464.250000 Penalty: 4765.088867
	Iteration 55Q: 3 clusters Score -2640464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2640461.500000 Penalty: 4765.088867
	Iteration 56Q: 3 clusters Score -2640462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2640462.750000 Penalty: 4765.088867
	Iteration 57Q: 3 clusters Score -2640463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2640463.500000 Penalty: 4765.088867
	Iteration 58Q: 3 clusters Score -2640464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2640463.500000 Penalty: 4765.088867
	Iteration 59F: 3 clusters Score -2640464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Entering Unmasked Estep 
Score: -4064315.250000 Penalty: 2484.424805
	Iteration 0F: 2 clusters Score -4064315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4048605.500000 Penalty: 4968.849609
	Iteration 0F: 3 clusters Score -4048606 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4053843.000000 Penalty: 4968.849609
	Iteration 1F: 3 clusters Score -4053843 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4054193.500000 Penalty: 4968.849609
	Iteration 2Q: 3 clusters Score -4054194 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4054458.750000 Penalty: 4968.849609
	Iteration 3Q: 3 clusters Score -4054459 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4054665.250000 Penalty: 4968.849609
	Iteration 4Q: 3 clusters Score -4054665 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4054836.000000 Penalty: 4968.849609
	Iteration 5Q: 3 clusters Score -4054836 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4055015.750000 Penalty: 4968.849609
	Iteration 6Q: 3 clusters Score -4055016 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4055208.250000 Penalty: 4968.849609
	Iteration 7Q: 3 clusters Score -4055208 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4055485.250000 Penalty: 4968.849609
	Iteration 8Q: 3 clusters Score -4055485 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4055866.500000 Penalty: 4968.849609
	Iteration 9Q: 3 clusters Score -4055866 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4056481.250000 Penalty: 4968.849609
	Iteration 10Q: 3 clusters Score -4056481 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4057310.500000 Penalty: 4968.849609
	Iteration 11F: 3 clusters Score -4057310 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4058500.500000 Penalty: 4968.849609
	Iteration 12F: 3 clusters Score -4058500 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4059800.250000 Penalty: 4968.849609
	Iteration 13F: 3 clusters Score -4059800 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4060871.500000 Penalty: 4968.849609
	Iteration 14Q: 3 clusters Score -4060872 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4061472.000000 Penalty: 4968.849609
	Iteration 15Q: 3 clusters Score -4061472 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -4061753.750000 Penalty: 4968.849609
	Iteration 16Q: 3 clusters Score -4061754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4061905.000000 Penalty: 4968.849609
	Iteration 17Q: 3 clusters Score -4061905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4061978.500000 Penalty: 4968.849609
	Iteration 18Q: 3 clusters Score -4061978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4062026.000000 Penalty: 4968.849609
	Iteration 19Q: 3 clusters Score -4062026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4062059.000000 Penalty: 4968.849609
	Iteration 20F: 3 clusters Score -4062059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -4062090.000000 Penalty: 4968.849609
	Iteration 21Q: 3 clusters Score -4062090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -4062100.250000 Penalty: 4968.849609
	Iteration 22Q: 3 clusters Score -4062100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4062105.750000 Penalty: 4968.849609
	Iteration 23Q: 3 clusters Score -4062106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4062112.250000 Penalty: 4968.849609
	Iteration 24Q: 3 clusters Score -4062112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4062122.250000 Penalty: 4968.849609
	Iteration 25Q: 3 clusters Score -4062122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4062123.000000 Penalty: 4968.849609
	Iteration 26Q: 3 clusters Score -4062123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4062123.750000 Penalty: 4968.849609
	Iteration 27Q: 3 clusters Score -4062124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4062123.750000 Penalty: 4968.849609
	Iteration 28F: 3 clusters Score -4062124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -348219.125000 Penalty: 1901.106812
	Iteration 0F: 2 clusters Score -348219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -345511.937500 Penalty: 3802.213623
	Iteration 0F: 3 clusters Score -345511.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -346202.812500 Penalty: 3802.213623
	Iteration 1F: 3 clusters Score -346202.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -346556.031250 Penalty: 3802.213623
	Iteration 2F: 3 clusters Score -346556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -346802.000000 Penalty: 3802.213623
	Iteration 3F: 3 clusters Score -346802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -346984.281250 Penalty: 3802.213623
	Iteration 4F: 3 clusters Score -346984.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -347108.343750 Penalty: 3802.213623
	Iteration 5Q: 3 clusters Score -347108.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -347262.437500 Penalty: 3802.213623
	Iteration 6Q: 3 clusters Score -347262.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -347391.468750 Penalty: 3802.213623
	Iteration 7Q: 3 clusters Score -347391.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -347468.625000 Penalty: 3802.213623
	Iteration 8Q: 3 clusters Score -347468.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -347528.156250 Penalty: 3802.213623
	Iteration 9Q: 3 clusters Score -347528.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -347584.968750 Penalty: 3802.213623
	Iteration 10Q: 3 clusters Score -347585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -347614.312500 Penalty: 3802.213623
	Iteration 11Q: 3 clusters Score -347614.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -347643.906250 Penalty: 3802.213623
	Iteration 12Q: 3 clusters Score -347643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -347663.781250 Penalty: 3802.213623
	Iteration 13Q: 3 clusters Score -347663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -347675.218750 Penalty: 3802.213623
	Iteration 14Q: 3 clusters Score -347675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -347682.281250 Penalty: 3802.213623
	Iteration 15Q: 3 clusters Score -347682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -347688.406250 Penalty: 3802.213623
	Iteration 16Q: 3 clusters Score -347688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -347694.375000 Penalty: 3802.213623
	Iteration 17Q: 3 clusters Score -347694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -347696.156250 Penalty: 3802.213623
	Iteration 18Q: 3 clusters Score -347696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -347699.531250 Penalty: 3802.213623
	Iteration 19Q: 3 clusters Score -347699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -347700.218750 Penalty: 3802.213623
	Iteration 20F: 3 clusters Score -347700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -347701.281250 Penalty: 3802.213623
	Iteration 21Q: 3 clusters Score -347701.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -347702.125000 Penalty: 3802.213623
	Iteration 22Q: 3 clusters Score -347702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -347704.375000 Penalty: 3802.213623
	Iteration 23Q: 3 clusters Score -347704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -347704.531250 Penalty: 3802.213623
	Iteration 24Q: 3 clusters Score -347704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -347704.531250 Penalty: 3802.213623
	Iteration 25F: 3 clusters Score -347704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Entering Unmasked Estep 
Score: -2480854.750000 Penalty: 2367.538574
	Iteration 0F: 2 clusters Score -2480855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2470734.500000 Penalty: 4735.077148
	Iteration 0F: 3 clusters Score -2470734 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2473824.750000 Penalty: 4735.077148
	Iteration 1F: 3 clusters Score -2473825 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2474179.750000 Penalty: 4735.077148
	Iteration 2F: 3 clusters Score -2474180 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2474417.750000 Penalty: 4735.077148
	Iteration 3Q: 3 clusters Score -2474418 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2474577.250000 Penalty: 4735.077148
	Iteration 4Q: 3 clusters Score -2474577 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2474695.250000 Penalty: 4735.077148
	Iteration 5Q: 3 clusters Score -2474695 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2474779.250000 Penalty: 4735.077148
	Iteration 6Q: 3 clusters Score -2474779 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2474865.000000 Penalty: 4735.077148
	Iteration 7Q: 3 clusters Score -2474865 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2474947.500000 Penalty: 4735.077148
	Iteration 8Q: 3 clusters Score -2474948 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2475038.500000 Penalty: 4735.077148
	Iteration 9Q: 3 clusters Score -2475038 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2475102.500000 Penalty: 4735.077148
	Iteration 10Q: 3 clusters Score -2475102 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2475172.750000 Penalty: 4735.077148
	Iteration 11Q: 3 clusters Score -2475173 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2475231.500000 Penalty: 4735.077148
	Iteration 12Q: 3 clusters Score -2475232 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2475295.250000 Penalty: 4735.077148
	Iteration 13Q: 3 clusters Score -2475295 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2475388.250000 Penalty: 4735.077148
	Iteration 14Q: 3 clusters Score -2475388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2475494.250000 Penalty: 4735.077148
	Iteration 15Q: 3 clusters Score -2475494 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2475607.250000 Penalty: 4735.077148
	Iteration 16Q: 3 clusters Score -2475607 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2475716.750000 Penalty: 4735.077148
	Iteration 17Q: 3 clusters Score -2475717 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2475854.250000 Penalty: 4735.077148
	Iteration 18Q: 3 clusters Score -2475854 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2476078.000000 Penalty: 4735.077148
	Iteration 19Q: 3 clusters Score -2476078 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2476317.500000 Penalty: 4735.077148
	Iteration 20F: 3 clusters Score -2476318 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2476632.000000 Penalty: 4735.077148
	Iteration 21Q: 3 clusters Score -2476632 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2476976.000000 Penalty: 4735.077148
	Iteration 22Q: 3 clusters Score -2476976 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2477323.000000 Penalty: 4735.077148
	Iteration 23Q: 3 clusters Score -2477323 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2477714.000000 Penalty: 4735.077148
	Iteration 24Q: 3 clusters Score -2477714 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2478009.250000 Penalty: 4735.077148
	Iteration 25Q: 3 clusters Score -2478009 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2478259.750000 Penalty: 4735.077148
	Iteration 26Q: 3 clusters Score -2478260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2478423.750000 Penalty: 4735.077148
	Iteration 27Q: 3 clusters Score -2478424 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2478541.250000 Penalty: 4735.077148
	Iteration 28Q: 3 clusters Score -2478541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2478623.500000 Penalty: 4735.077148
	Iteration 29Q: 3 clusters Score -2478624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2478687.750000 Penalty: 4735.077148
	Iteration 30Q: 3 clusters Score -2478688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2478733.000000 Penalty: 4735.077148
	Iteration 31Q: 3 clusters Score -2478733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2478758.500000 Penalty: 4735.077148
	Iteration 32Q: 3 clusters Score -2478758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2478779.250000 Penalty: 4735.077148
	Iteration 33Q: 3 clusters Score -2478779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2478796.000000 Penalty: 4735.077148
	Iteration 34Q: 3 clusters Score -2478796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2478810.750000 Penalty: 4735.077148
	Iteration 35Q: 3 clusters Score -2478811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2478821.750000 Penalty: 4735.077148
	Iteration 36Q: 3 clusters Score -2478822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2478835.500000 Penalty: 4735.077148
	Iteration 37Q: 3 clusters Score -2478836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2478842.750000 Penalty: 4735.077148
	Iteration 38Q: 3 clusters Score -2478843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2478845.750000 Penalty: 4735.077148
	Iteration 39Q: 3 clusters Score -2478846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2478850.750000 Penalty: 4735.077148
	Iteration 40F: 3 clusters Score -2478851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2478855.000000 Penalty: 4735.077148
	Iteration 41Q: 3 clusters Score -2478855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2478862.000000 Penalty: 4735.077148
	Iteration 42Q: 3 clusters Score -2478862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2478866.250000 Penalty: 4735.077148
	Iteration 43Q: 3 clusters Score -2478866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2478870.000000 Penalty: 4735.077148
	Iteration 44Q: 3 clusters Score -2478870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2478869.750000 Penalty: 4735.077148
	Iteration 45Q: 3 clusters Score -2478870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2478869.750000 Penalty: 4735.077148
	Iteration 46F: 3 clusters Score -2478870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -2999823.500000 Penalty: 2416.444824
	Iteration 0F: 2 clusters Score -2999824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2987576.750000 Penalty: 4832.889648
	Iteration 0F: 3 clusters Score -2987577 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2991681.000000 Penalty: 4832.889648
	Iteration 1F: 3 clusters Score -2991681 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2992235.000000 Penalty: 4832.889648
	Iteration 2F: 3 clusters Score -2992235 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2992840.000000 Penalty: 4832.889648
	Iteration 3F: 3 clusters Score -2992840 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2993390.250000 Penalty: 4832.889648
	Iteration 4F: 3 clusters Score -2993390 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2993837.750000 Penalty: 4832.889648
	Iteration 5F: 3 clusters Score -2993838 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2994242.750000 Penalty: 4832.889648
	Iteration 6Q: 3 clusters Score -2994243 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2994603.250000 Penalty: 4832.889648
	Iteration 7Q: 3 clusters Score -2994603 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2994944.250000 Penalty: 4832.889648
	Iteration 8Q: 3 clusters Score -2994944 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2995238.000000 Penalty: 4832.889648
	Iteration 9Q: 3 clusters Score -2995238 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2995499.000000 Penalty: 4832.889648
	Iteration 10Q: 3 clusters Score -2995499 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2995711.000000 Penalty: 4832.889648
	Iteration 11Q: 3 clusters Score -2995711 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2995958.500000 Penalty: 4832.889648
	Iteration 12Q: 3 clusters Score -2995958 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2996216.750000 Penalty: 4832.889648
	Iteration 13Q: 3 clusters Score -2996217 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2996476.000000 Penalty: 4832.889648
	Iteration 14Q: 3 clusters Score -2996476 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2996716.250000 Penalty: 4832.889648
	Iteration 15Q: 3 clusters Score -2996716 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2996931.500000 Penalty: 4832.889648
	Iteration 16Q: 3 clusters Score -2996932 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2997105.750000 Penalty: 4832.889648
	Iteration 17Q: 3 clusters Score -2997106 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2997216.250000 Penalty: 4832.889648
	Iteration 18Q: 3 clusters Score -2997216 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2997290.250000 Penalty: 4832.889648
	Iteration 19Q: 3 clusters Score -2997290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2997341.250000 Penalty: 4832.889648
	Iteration 20F: 3 clusters Score -2997341 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2997376.750000 Penalty: 4832.889648
	Iteration 21Q: 3 clusters Score -2997377 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2997412.250000 Penalty: 4832.889648
	Iteration 22Q: 3 clusters Score -2997412 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2997444.750000 Penalty: 4832.889648
	Iteration 23Q: 3 clusters Score -2997445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2997463.500000 Penalty: 4832.889648
	Iteration 24Q: 3 clusters Score -2997464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2997499.500000 Penalty: 4832.889648
	Iteration 25Q: 3 clusters Score -2997500 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2997527.750000 Penalty: 4832.889648
	Iteration 26Q: 3 clusters Score -2997528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2997562.000000 Penalty: 4832.889648
	Iteration 27Q: 3 clusters Score -2997562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2997596.000000 Penalty: 4832.889648
	Iteration 28Q: 3 clusters Score -2997596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2997631.000000 Penalty: 4832.889648
	Iteration 29Q: 3 clusters Score -2997631 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2997683.000000 Penalty: 4832.889648
	Iteration 30Q: 3 clusters Score -2997683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2997714.750000 Penalty: 4832.889648
	Iteration 31Q: 3 clusters Score -2997715 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2997763.750000 Penalty: 4832.889648
	Iteration 32Q: 3 clusters Score -2997764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2997820.500000 Penalty: 4832.889648
	Iteration 33Q: 3 clusters Score -2997820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2997890.000000 Penalty: 4832.889648
	Iteration 34Q: 3 clusters Score -2997890 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2997938.250000 Penalty: 4832.889648
	Iteration 35Q: 3 clusters Score -2997938 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2997996.750000 Penalty: 4832.889648
	Iteration 36Q: 3 clusters Score -2997997 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2998050.250000 Penalty: 4832.889648
	Iteration 37Q: 3 clusters Score -2998050 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2998093.250000 Penalty: 4832.889648
	Iteration 38Q: 3 clusters Score -2998093 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2998120.250000 Penalty: 4832.889648
	Iteration 39Q: 3 clusters Score -2998120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2998140.750000 Penalty: 4832.889648
	Iteration 40F: 3 clusters Score -2998141 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2998165.500000 Penalty: 4832.889648
	Iteration 41Q: 3 clusters Score -2998166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2998189.000000 Penalty: 4832.889648
	Iteration 42Q: 3 clusters Score -2998189 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2998215.500000 Penalty: 4832.889648
	Iteration 43Q: 3 clusters Score -2998216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2998228.000000 Penalty: 4832.889648
	Iteration 44Q: 3 clusters Score -2998228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2998249.500000 Penalty: 4832.889648
	Iteration 45Q: 3 clusters Score -2998250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2998254.750000 Penalty: 4832.889648
	Iteration 46Q: 3 clusters Score -2998255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2998263.250000 Penalty: 4832.889648
	Iteration 47Q: 3 clusters Score -2998263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2998272.500000 Penalty: 4832.889648
	Iteration 48Q: 3 clusters Score -2998272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2998269.500000 Penalty: 4832.889648
	Iteration 49Q: 3 clusters Score -2998270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2998279.750000 Penalty: 4832.889648
	Iteration 50Q: 3 clusters Score -2998280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2998287.250000 Penalty: 4832.889648
	Iteration 51Q: 3 clusters Score -2998287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2998295.250000 Penalty: 4832.889648
	Iteration 52Q: 3 clusters Score -2998295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2998293.750000 Penalty: 4832.889648
	Iteration 53Q: 3 clusters Score -2998294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2998292.500000 Penalty: 4832.889648
	Iteration 54Q: 3 clusters Score -2998292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2998301.500000 Penalty: 4832.889648
	Iteration 55Q: 3 clusters Score -2998302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2998301.750000 Penalty: 4832.889648
	Iteration 56Q: 3 clusters Score -2998302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2998310.750000 Penalty: 4832.889648
	Iteration 57Q: 3 clusters Score -2998311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2998309.250000 Penalty: 4832.889648
	Iteration 58Q: 3 clusters Score -2998309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2998308.500000 Penalty: 4832.889648
	Iteration 59Q: 3 clusters Score -2998308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2998316.500000 Penalty: 4832.889648
	Iteration 60F: 3 clusters Score -2998316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2998320.250000 Penalty: 4832.889648
	Iteration 61Q: 3 clusters Score -2998320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2998315.750000 Penalty: 4832.889648
	Iteration 62Q: 3 clusters Score -2998316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2998316.000000 Penalty: 4832.889648
	Iteration 63Q: 3 clusters Score -2998316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2998316.750000 Penalty: 4832.889648
	Iteration 64Q: 3 clusters Score -2998317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2998324.250000 Penalty: 4832.889648
	Iteration 65Q: 3 clusters Score -2998324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2998322.500000 Penalty: 4832.889648
	Iteration 66Q: 3 clusters Score -2998322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2998324.750000 Penalty: 4832.889648
	Iteration 67Q: 3 clusters Score -2998325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2998328.250000 Penalty: 4832.889648
	Iteration 68Q: 3 clusters Score -2998328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2998324.250000 Penalty: 4832.889648
	Iteration 69Q: 3 clusters Score -2998324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2998327.250000 Penalty: 4832.889648
	Iteration 70Q: 3 clusters Score -2998327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2998332.500000 Penalty: 4832.889648
	Iteration 71Q: 3 clusters Score -2998332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2998333.750000 Penalty: 4832.889648
	Iteration 72Q: 3 clusters Score -2998334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2998333.750000 Penalty: 4832.889648
	Iteration 73Q: 3 clusters Score -2998334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2998328.500000 Penalty: 4832.889648
	Iteration 74Q: 3 clusters Score -2998328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2998331.000000 Penalty: 4832.889648
	Iteration 75Q: 3 clusters Score -2998331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2998331.000000 Penalty: 4832.889648
	Iteration 76F: 3 clusters Score -2998331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -126022.039062 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -126022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124188.164062 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -124188.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124798.429688 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -124798.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125204.984375 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -125205 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125498.679688 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -125498.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125638.195312 Penalty: 3449.500977
	Iteration 4F: 3 clusters Score -125638.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -125753.742188 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -125753.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -125819.437500 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -125819.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -125862.632812 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -125862.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -125910.859375 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -125910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125968.671875 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -125968.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125998.335938 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -125998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126016.632812 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -126016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -126026.273438 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -126026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126029.304688 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -126029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126031.320312 Penalty: 3449.500977
	Iteration 14F: 3 clusters Score -126031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -126034.554688 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -126034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126035.359375 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -126035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126035.359375 Penalty: 3449.500977
	Iteration 17F: 3 clusters Score -126035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22423 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41490 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 43642 members 
Mstep: Class 14 contains 35675 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48020 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 42769 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 52489 members 
Mstep: Class 23 contains 50504 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45856 members 
Mstep: Class 26 contains 20074 members 
Mstep: Class 27 contains 40647 members 
Mstep: Class 28 contains 41957 members 
Mstep: Class 29 contains 47916 members 
Mstep: Class 30 contains 49692 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42862 members 
Mstep: Class 34 contains 69448 members 
Mstep: Class 35 contains 41195 members 
Mstep: Class 36 contains 38936 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43617 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57158 members 
Mstep: Class 41 contains 599 members 
Entering Unmasked Estep 
Score: -196422432.000000 Penalty: 141646.312500
Splitting cluster 6 changes total score from -196423904.000000 to -196422432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -93649.437500 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -93649.44 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 325 members 
Entering Unmasked Estep 
Score: -92096.226562 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -92096.23 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92603.843750 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -92603.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92979.414062 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -92979.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93198.406250 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -93198.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93280.156250 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -93280.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93332.484375 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -93332.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93420.781250 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -93420.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93463.164062 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -93463.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93507.109375 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -93507.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93533.125000 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -93533.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93548.304688 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -93548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93562.343750 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -93562.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93568.414062 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -93568.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -93573.000000 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -93573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -93573.000000 Penalty: 3203.335693
	Iteration 14F: 3 clusters Score -93573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Entering Unmasked Estep 
Score: -7439333.000000 Penalty: 2637.035400
	Iteration 0F: 2 clusters Score -7439333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -7411718.000000 Penalty: 5274.070801
	Iteration 0F: 3 clusters Score -7411718 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -7422184.500000 Penalty: 5274.070801
	Iteration 1F: 3 clusters Score -7422184 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7422710.000000 Penalty: 5274.070801
	Iteration 2Q: 3 clusters Score -7422710 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -7423283.000000 Penalty: 5274.070801
	Iteration 3Q: 3 clusters Score -7423283 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -7423877.000000 Penalty: 5274.070801
	Iteration 4Q: 3 clusters Score -7423877 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -7424653.000000 Penalty: 5274.070801
	Iteration 5Q: 3 clusters Score -7424653 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -7425710.000000 Penalty: 5274.070801
	Iteration 6Q: 3 clusters Score -7425710 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7427157.500000 Penalty: 5274.070801
	Iteration 7F: 3 clusters Score -7427158 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7429037.500000 Penalty: 5274.070801
	Iteration 8F: 3 clusters Score -7429038 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -7431331.500000 Penalty: 5274.070801
	Iteration 9F: 3 clusters Score -7431332 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -7433356.500000 Penalty: 5274.070801
	Iteration 10F: 3 clusters Score -7433356 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7434876.500000 Penalty: 5274.070801
	Iteration 11Q: 3 clusters Score -7434876 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -7435844.500000 Penalty: 5274.070801
	Iteration 12Q: 3 clusters Score -7435844 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -7436389.000000 Penalty: 5274.070801
	Iteration 13Q: 3 clusters Score -7436389 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -7436694.500000 Penalty: 5274.070801
	Iteration 14Q: 3 clusters Score -7436694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -7436891.500000 Penalty: 5274.070801
	Iteration 15Q: 3 clusters Score -7436892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -7437010.000000 Penalty: 5274.070801
	Iteration 16Q: 3 clusters Score -7437010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -7437068.500000 Penalty: 5274.070801
	Iteration 17Q: 3 clusters Score -7437068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -7437093.500000 Penalty: 5274.070801
	Iteration 18Q: 3 clusters Score -7437094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7437127.000000 Penalty: 5274.070801
	Iteration 19Q: 3 clusters Score -7437127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -7437139.000000 Penalty: 5274.070801
	Iteration 20F: 3 clusters Score -7437139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -7437176.500000 Penalty: 5274.070801
	Iteration 21Q: 3 clusters Score -7437176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -7437174.000000 Penalty: 5274.070801
	Iteration 22Q: 3 clusters Score -7437174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -7437170.500000 Penalty: 5274.070801
	Iteration 23Q: 3 clusters Score -7437170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -7437175.000000 Penalty: 5274.070801
	Iteration 24Q: 3 clusters Score -7437175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -7437188.000000 Penalty: 5274.070801
	Iteration 25Q: 3 clusters Score -7437188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -7437191.000000 Penalty: 5274.070801
	Iteration 26Q: 3 clusters Score -7437191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -7437190.500000 Penalty: 5274.070801
	Iteration 27Q: 3 clusters Score -7437190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -7437190.500000 Penalty: 5274.070801
	Iteration 28Q: 3 clusters Score -7437190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -7437192.000000 Penalty: 5274.070801
	Iteration 29Q: 3 clusters Score -7437192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -7437192.500000 Penalty: 5274.070801
	Iteration 30Q: 3 clusters Score -7437192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7437197.000000 Penalty: 5274.070801
	Iteration 31Q: 3 clusters Score -7437197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7437197.000000 Penalty: 5274.070801
	Iteration 32F: 3 clusters Score -7437197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Entering Unmasked Estep 
Score: -1240470.000000 Penalty: 2198.422119
	Iteration 0F: 2 clusters Score -1240470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1234645.250000 Penalty: 4396.844238
	Iteration 0F: 3 clusters Score -1234645 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1236261.625000 Penalty: 4396.844238
	Iteration 1F: 3 clusters Score -1236262 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1236621.125000 Penalty: 4396.844238
	Iteration 2F: 3 clusters Score -1236621 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1236927.250000 Penalty: 4396.844238
	Iteration 3F: 3 clusters Score -1236927 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1237187.625000 Penalty: 4396.844238
	Iteration 4F: 3 clusters Score -1237188 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1237409.750000 Penalty: 4396.844238
	Iteration 5Q: 3 clusters Score -1237410 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1237626.875000 Penalty: 4396.844238
	Iteration 6Q: 3 clusters Score -1237627 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1237850.500000 Penalty: 4396.844238
	Iteration 7Q: 3 clusters Score -1237850 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1238029.500000 Penalty: 4396.844238
	Iteration 8Q: 3 clusters Score -1238030 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1238211.625000 Penalty: 4396.844238
	Iteration 9Q: 3 clusters Score -1238212 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1238392.750000 Penalty: 4396.844238
	Iteration 10Q: 3 clusters Score -1238393 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1238561.875000 Penalty: 4396.844238
	Iteration 11Q: 3 clusters Score -1238562 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1238686.500000 Penalty: 4396.844238
	Iteration 12Q: 3 clusters Score -1238686 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1238801.375000 Penalty: 4396.844238
	Iteration 13Q: 3 clusters Score -1238801 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1238920.625000 Penalty: 4396.844238
	Iteration 14Q: 3 clusters Score -1238921 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1239028.000000 Penalty: 4396.844238
	Iteration 15Q: 3 clusters Score -1239028 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1239121.500000 Penalty: 4396.844238
	Iteration 16Q: 3 clusters Score -1239122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1239187.500000 Penalty: 4396.844238
	Iteration 17Q: 3 clusters Score -1239188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1239236.875000 Penalty: 4396.844238
	Iteration 18Q: 3 clusters Score -1239237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1239278.250000 Penalty: 4396.844238
	Iteration 19Q: 3 clusters Score -1239278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1239303.625000 Penalty: 4396.844238
	Iteration 20F: 3 clusters Score -1239304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1239329.625000 Penalty: 4396.844238
	Iteration 21Q: 3 clusters Score -1239330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1239352.500000 Penalty: 4396.844238
	Iteration 22Q: 3 clusters Score -1239352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1239362.250000 Penalty: 4396.844238
	Iteration 23Q: 3 clusters Score -1239362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1239372.250000 Penalty: 4396.844238
	Iteration 24Q: 3 clusters Score -1239372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1239373.750000 Penalty: 4396.844238
	Iteration 25Q: 3 clusters Score -1239374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1239377.125000 Penalty: 4396.844238
	Iteration 26Q: 3 clusters Score -1239377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1239380.000000 Penalty: 4396.844238
	Iteration 27Q: 3 clusters Score -1239380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1239384.000000 Penalty: 4396.844238
	Iteration 28Q: 3 clusters Score -1239384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1239386.875000 Penalty: 4396.844238
	Iteration 29Q: 3 clusters Score -1239387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1239390.500000 Penalty: 4396.844238
	Iteration 30Q: 3 clusters Score -1239390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1239397.250000 Penalty: 4396.844238
	Iteration 31Q: 3 clusters Score -1239397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1239408.000000 Penalty: 4396.844238
	Iteration 32Q: 3 clusters Score -1239408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1239414.875000 Penalty: 4396.844238
	Iteration 33Q: 3 clusters Score -1239415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1239419.875000 Penalty: 4396.844238
	Iteration 34Q: 3 clusters Score -1239420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1239424.125000 Penalty: 4396.844238
	Iteration 35Q: 3 clusters Score -1239424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1239424.750000 Penalty: 4396.844238
	Iteration 36Q: 3 clusters Score -1239425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1239428.625000 Penalty: 4396.844238
	Iteration 37Q: 3 clusters Score -1239429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1239430.375000 Penalty: 4396.844238
	Iteration 38Q: 3 clusters Score -1239430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1239432.250000 Penalty: 4396.844238
	Iteration 39Q: 3 clusters Score -1239432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1239432.250000 Penalty: 4396.844238
	Iteration 40F: 3 clusters Score -1239432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Entering Unmasked Estep 
Score: -8744419.000000 Penalty: 2679.516602
	Iteration 0F: 2 clusters Score -8744419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -8713318.000000 Penalty: 5359.033203
	Iteration 0F: 3 clusters Score -8713318 nChanged 22778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -8725781.000000 Penalty: 5359.033203
	Iteration 1F: 3 clusters Score -8725781 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -8726420.000000 Penalty: 5359.033203
	Iteration 2Q: 3 clusters Score -8726420 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -8726982.000000 Penalty: 5359.033203
	Iteration 3Q: 3 clusters Score -8726982 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -8727566.000000 Penalty: 5359.033203
	Iteration 4Q: 3 clusters Score -8727566 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -8728113.000000 Penalty: 5359.033203
	Iteration 5Q: 3 clusters Score -8728113 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -8728792.000000 Penalty: 5359.033203
	Iteration 6Q: 3 clusters Score -8728792 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -8729740.000000 Penalty: 5359.033203
	Iteration 7Q: 3 clusters Score -8729740 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -8731142.000000 Penalty: 5359.033203
	Iteration 8F: 3 clusters Score -8731142 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -8733276.000000 Penalty: 5359.033203
	Iteration 9F: 3 clusters Score -8733276 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -8736003.000000 Penalty: 5359.033203
	Iteration 10F: 3 clusters Score -8736003 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -8738651.000000 Penalty: 5359.033203
	Iteration 11F: 3 clusters Score -8738651 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8740711.000000 Penalty: 5359.033203
	Iteration 12F: 3 clusters Score -8740711 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8742122.000000 Penalty: 5359.033203
	Iteration 13Q: 3 clusters Score -8742122 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8742998.000000 Penalty: 5359.033203
	Iteration 14Q: 3 clusters Score -8742998 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8743435.000000 Penalty: 5359.033203
	Iteration 15Q: 3 clusters Score -8743435 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8743718.000000 Penalty: 5359.033203
	Iteration 16Q: 3 clusters Score -8743718 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8743819.000000 Penalty: 5359.033203
	Iteration 17Q: 3 clusters Score -8743819 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8743904.000000 Penalty: 5359.033203
	Iteration 18Q: 3 clusters Score -8743904 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8743955.000000 Penalty: 5359.033203
	Iteration 19Q: 3 clusters Score -8743955 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8744004.000000 Penalty: 5359.033203
	Iteration 20F: 3 clusters Score -8744004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8744012.000000 Penalty: 5359.033203
	Iteration 21Q: 3 clusters Score -8744012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8744059.000000 Penalty: 5359.033203
	Iteration 22Q: 3 clusters Score -8744059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8744062.000000 Penalty: 5359.033203
	Iteration 23Q: 3 clusters Score -8744062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8744067.000000 Penalty: 5359.033203
	Iteration 24Q: 3 clusters Score -8744067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8744083.000000 Penalty: 5359.033203
	Iteration 25Q: 3 clusters Score -8744083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8744089.000000 Penalty: 5359.033203
	Iteration 26Q: 3 clusters Score -8744089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8744095.000000 Penalty: 5359.033203
	Iteration 27Q: 3 clusters Score -8744095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8744092.000000 Penalty: 5359.033203
	Iteration 28Q: 3 clusters Score -8744092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8744115.000000 Penalty: 5359.033203
	Iteration 29Q: 3 clusters Score -8744115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8744111.000000 Penalty: 5359.033203
	Iteration 30Q: 3 clusters Score -8744111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8744118.000000 Penalty: 5359.033203
	Iteration 31Q: 3 clusters Score -8744118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8744127.000000 Penalty: 5359.033203
	Iteration 32Q: 3 clusters Score -8744127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8744128.000000 Penalty: 5359.033203
	Iteration 33Q: 3 clusters Score -8744128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8744132.000000 Penalty: 5359.033203
	Iteration 34Q: 3 clusters Score -8744132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8744130.000000 Penalty: 5359.033203
	Iteration 35Q: 3 clusters Score -8744130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8744128.000000 Penalty: 5359.033203
	Iteration 36Q: 3 clusters Score -8744128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8744130.000000 Penalty: 5359.033203
	Iteration 37Q: 3 clusters Score -8744130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8744134.000000 Penalty: 5359.033203
	Iteration 38Q: 3 clusters Score -8744134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8744134.000000 Penalty: 5359.033203
	Iteration 39F: 3 clusters Score -8744134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1861495.750000 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -1861496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1853421.125000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -1853421 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1855864.750000 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -1855865 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1856289.125000 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -1856289 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1856683.875000 Penalty: 4594.367676
	Iteration 3F: 3 clusters Score -1856684 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1857066.750000 Penalty: 4594.367676
	Iteration 4F: 3 clusters Score -1857067 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1857483.750000 Penalty: 4594.367676
	Iteration 5F: 3 clusters Score -1857484 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1857870.375000 Penalty: 4594.367676
	Iteration 6F: 3 clusters Score -1857870 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1858201.875000 Penalty: 4594.367676
	Iteration 7F: 3 clusters Score -1858202 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1858479.250000 Penalty: 4594.367676
	Iteration 8Q: 3 clusters Score -1858479 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1858682.875000 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -1858683 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1858849.875000 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -1858850 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1858998.750000 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -1858999 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1859146.500000 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -1859146 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1859283.750000 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -1859284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1859389.375000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -1859389 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1859472.875000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -1859473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1859525.750000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -1859526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1859570.500000 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -1859570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1859626.625000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -1859627 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1859657.625000 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -1859658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1859696.250000 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -1859696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1859724.000000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -1859724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1859746.375000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -1859746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1859782.125000 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -1859782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1859805.500000 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -1859806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1859817.750000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -1859818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1859832.125000 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -1859832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1859837.750000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -1859838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1859840.500000 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -1859840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1859841.375000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -1859841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1859841.250000 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -1859841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1859841.875000 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -1859842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1859845.625000 Penalty: 4594.367676
	Iteration 32Q: 3 clusters Score -1859846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1859847.500000 Penalty: 4594.367676
	Iteration 33Q: 3 clusters Score -1859848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1859848.375000 Penalty: 4594.367676
	Iteration 34Q: 3 clusters Score -1859848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1859853.250000 Penalty: 4594.367676
	Iteration 35Q: 3 clusters Score -1859853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1859865.750000 Penalty: 4594.367676
	Iteration 36Q: 3 clusters Score -1859866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1859874.625000 Penalty: 4594.367676
	Iteration 37Q: 3 clusters Score -1859875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1859881.125000 Penalty: 4594.367676
	Iteration 38Q: 3 clusters Score -1859881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1859883.500000 Penalty: 4594.367676
	Iteration 39Q: 3 clusters Score -1859884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1859884.125000 Penalty: 4594.367676
	Iteration 40F: 3 clusters Score -1859884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Entering Unmasked Estep 
Score: -3993228.500000 Penalty: 2482.860596
	Iteration 0F: 2 clusters Score -3993228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3977692.000000 Penalty: 4965.721191
	Iteration 0F: 3 clusters Score -3977692 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3982891.750000 Penalty: 4965.721191
	Iteration 1F: 3 clusters Score -3982892 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3983225.250000 Penalty: 4965.721191
	Iteration 2Q: 3 clusters Score -3983225 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3983474.000000 Penalty: 4965.721191
	Iteration 3Q: 3 clusters Score -3983474 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3983653.750000 Penalty: 4965.721191
	Iteration 4Q: 3 clusters Score -3983654 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3983833.000000 Penalty: 4965.721191
	Iteration 5Q: 3 clusters Score -3983833 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3983999.500000 Penalty: 4965.721191
	Iteration 6Q: 3 clusters Score -3984000 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3984155.250000 Penalty: 4965.721191
	Iteration 7Q: 3 clusters Score -3984155 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3984312.250000 Penalty: 4965.721191
	Iteration 8Q: 3 clusters Score -3984312 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3984576.500000 Penalty: 4965.721191
	Iteration 9Q: 3 clusters Score -3984576 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3984962.500000 Penalty: 4965.721191
	Iteration 10Q: 3 clusters Score -3984962 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3985489.000000 Penalty: 4965.721191
	Iteration 11Q: 3 clusters Score -3985489 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3986318.250000 Penalty: 4965.721191
	Iteration 12F: 3 clusters Score -3986318 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3987422.500000 Penalty: 4965.721191
	Iteration 13F: 3 clusters Score -3987422 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3988581.500000 Penalty: 4965.721191
	Iteration 14F: 3 clusters Score -3988582 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3989627.000000 Penalty: 4965.721191
	Iteration 15F: 3 clusters Score -3989627 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3990314.250000 Penalty: 4965.721191
	Iteration 16Q: 3 clusters Score -3990314 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3990700.250000 Penalty: 4965.721191
	Iteration 17Q: 3 clusters Score -3990700 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3990869.750000 Penalty: 4965.721191
	Iteration 18Q: 3 clusters Score -3990870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3990966.250000 Penalty: 4965.721191
	Iteration 19Q: 3 clusters Score -3990966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3991022.000000 Penalty: 4965.721191
	Iteration 20F: 3 clusters Score -3991022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3991049.500000 Penalty: 4965.721191
	Iteration 21Q: 3 clusters Score -3991050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3991085.250000 Penalty: 4965.721191
	Iteration 22Q: 3 clusters Score -3991085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3991095.500000 Penalty: 4965.721191
	Iteration 23Q: 3 clusters Score -3991096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3991103.500000 Penalty: 4965.721191
	Iteration 24Q: 3 clusters Score -3991104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3991109.250000 Penalty: 4965.721191
	Iteration 25Q: 3 clusters Score -3991109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3991106.500000 Penalty: 4965.721191
	Iteration 26Q: 3 clusters Score -3991106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3991111.750000 Penalty: 4965.721191
	Iteration 27Q: 3 clusters Score -3991112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3991111.750000 Penalty: 4965.721191
	Iteration 28F: 3 clusters Score -3991112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Entering Unmasked Estep 
Score: -7771168.500000 Penalty: 2649.576172
	Iteration 0F: 2 clusters Score -7771168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -7742290.000000 Penalty: 5299.152344
	Iteration 0F: 3 clusters Score -7742290 nChanged 20104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -7753356.500000 Penalty: 5299.152344
	Iteration 1F: 3 clusters Score -7753356 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -7754050.500000 Penalty: 5299.152344
	Iteration 2Q: 3 clusters Score -7754050 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -7754774.500000 Penalty: 5299.152344
	Iteration 3Q: 3 clusters Score -7754774 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -7755569.000000 Penalty: 5299.152344
	Iteration 4Q: 3 clusters Score -7755569 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -7756768.000000 Penalty: 5299.152344
	Iteration 5F: 3 clusters Score -7756768 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -7758399.000000 Penalty: 5299.152344
	Iteration 6F: 3 clusters Score -7758399 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -7760638.500000 Penalty: 5299.152344
	Iteration 7F: 3 clusters Score -7760638 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -7763159.500000 Penalty: 5299.152344
	Iteration 8F: 3 clusters Score -7763160 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -7765445.500000 Penalty: 5299.152344
	Iteration 9F: 3 clusters Score -7765446 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -7767027.000000 Penalty: 5299.152344
	Iteration 10Q: 3 clusters Score -7767027 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7768167.500000 Penalty: 5299.152344
	Iteration 11Q: 3 clusters Score -7768168 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7768803.000000 Penalty: 5299.152344
	Iteration 12Q: 3 clusters Score -7768803 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -7769062.500000 Penalty: 5299.152344
	Iteration 13Q: 3 clusters Score -7769062 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7769122.000000 Penalty: 5299.152344
	Iteration 14Q: 3 clusters Score -7769122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -7769162.000000 Penalty: 5299.152344
	Iteration 15Q: 3 clusters Score -7769162 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -7769236.500000 Penalty: 5299.152344
	Iteration 16Q: 3 clusters Score -7769236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7769243.000000 Penalty: 5299.152344
	Iteration 17Q: 3 clusters Score -7769243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -7769271.500000 Penalty: 5299.152344
	Iteration 18Q: 3 clusters Score -7769272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -7769267.000000 Penalty: 5299.152344
	Iteration 19Q: 3 clusters Score -7769267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -7769291.000000 Penalty: 5299.152344
	Iteration 20F: 3 clusters Score -7769291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7769294.000000 Penalty: 5299.152344
	Iteration 21Q: 3 clusters Score -7769294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7769298.500000 Penalty: 5299.152344
	Iteration 22Q: 3 clusters Score -7769298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -7769302.500000 Penalty: 5299.152344
	Iteration 23Q: 3 clusters Score -7769302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7769302.500000 Penalty: 5299.152344
	Iteration 24Q: 3 clusters Score -7769302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7769305.000000 Penalty: 5299.152344
	Iteration 25Q: 3 clusters Score -7769305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -7769311.000000 Penalty: 5299.152344
	Iteration 26Q: 3 clusters Score -7769311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -7769295.000000 Penalty: 5299.152344
	Iteration 27Q: 3 clusters Score -7769295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -7769298.000000 Penalty: 5299.152344
	Iteration 28Q: 3 clusters Score -7769298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -7769301.000000 Penalty: 5299.152344
	Iteration 29Q: 3 clusters Score -7769301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7769312.500000 Penalty: 5299.152344
	Iteration 30Q: 3 clusters Score -7769312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -7769314.000000 Penalty: 5299.152344
	Iteration 31Q: 3 clusters Score -7769314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -7769314.500000 Penalty: 5299.152344
	Iteration 32Q: 3 clusters Score -7769314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -7769320.500000 Penalty: 5299.152344
	Iteration 33Q: 3 clusters Score -7769320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7769312.000000 Penalty: 5299.152344
	Iteration 34Q: 3 clusters Score -7769312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7769306.000000 Penalty: 5299.152344
	Iteration 35Q: 3 clusters Score -7769306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -7769309.000000 Penalty: 5299.152344
	Iteration 36Q: 3 clusters Score -7769309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -7769315.000000 Penalty: 5299.152344
	Iteration 37Q: 3 clusters Score -7769315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -7769306.000000 Penalty: 5299.152344
	Iteration 38Q: 3 clusters Score -7769306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -7769315.000000 Penalty: 5299.152344
	Iteration 39Q: 3 clusters Score -7769315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -7769319.000000 Penalty: 5299.152344
	Iteration 40F: 3 clusters Score -7769319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -7769315.500000 Penalty: 5299.152344
	Iteration 41Q: 3 clusters Score -7769316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7769317.500000 Penalty: 5299.152344
	Iteration 42Q: 3 clusters Score -7769318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -7769322.000000 Penalty: 5299.152344
	Iteration 43Q: 3 clusters Score -7769322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -7769319.500000 Penalty: 5299.152344
	Iteration 44Q: 3 clusters Score -7769320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7769313.500000 Penalty: 5299.152344
	Iteration 45Q: 3 clusters Score -7769314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -7769307.000000 Penalty: 5299.152344
	Iteration 46Q: 3 clusters Score -7769307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -7769305.000000 Penalty: 5299.152344
	Iteration 47Q: 3 clusters Score -7769305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -7769302.000000 Penalty: 5299.152344
	Iteration 48Q: 3 clusters Score -7769302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7769298.500000 Penalty: 5299.152344
	Iteration 49Q: 3 clusters Score -7769298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7769298.500000 Penalty: 5299.152344
	Iteration 50F: 3 clusters Score -7769298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Entering Unmasked Estep 
Score: -6454073.500000 Penalty: 2599.586914
	Iteration 0F: 2 clusters Score -6454074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -6430062.000000 Penalty: 5199.173828
	Iteration 0F: 3 clusters Score -6430062 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -6438819.000000 Penalty: 5199.173828
	Iteration 1F: 3 clusters Score -6438819 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -6439283.500000 Penalty: 5199.173828
	Iteration 2Q: 3 clusters Score -6439284 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6439740.000000 Penalty: 5199.173828
	Iteration 3Q: 3 clusters Score -6439740 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -6440282.500000 Penalty: 5199.173828
	Iteration 4Q: 3 clusters Score -6440282 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -6441084.000000 Penalty: 5199.173828
	Iteration 5Q: 3 clusters Score -6441084 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -6442126.500000 Penalty: 5199.173828
	Iteration 6F: 3 clusters Score -6442126 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -6443706.000000 Penalty: 5199.173828
	Iteration 7F: 3 clusters Score -6443706 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6445888.500000 Penalty: 5199.173828
	Iteration 8F: 3 clusters Score -6445888 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6448072.500000 Penalty: 5199.173828
	Iteration 9F: 3 clusters Score -6448072 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6449796.000000 Penalty: 5199.173828
	Iteration 10F: 3 clusters Score -6449796 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6450768.000000 Penalty: 5199.173828
	Iteration 11Q: 3 clusters Score -6450768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6451271.500000 Penalty: 5199.173828
	Iteration 12Q: 3 clusters Score -6451272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6451534.000000 Penalty: 5199.173828
	Iteration 13Q: 3 clusters Score -6451534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6451661.000000 Penalty: 5199.173828
	Iteration 14Q: 3 clusters Score -6451661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6451727.500000 Penalty: 5199.173828
	Iteration 15Q: 3 clusters Score -6451728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6451761.000000 Penalty: 5199.173828
	Iteration 16Q: 3 clusters Score -6451761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6451787.500000 Penalty: 5199.173828
	Iteration 17Q: 3 clusters Score -6451788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6451816.000000 Penalty: 5199.173828
	Iteration 18Q: 3 clusters Score -6451816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6451824.500000 Penalty: 5199.173828
	Iteration 19Q: 3 clusters Score -6451824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6451830.000000 Penalty: 5199.173828
	Iteration 20F: 3 clusters Score -6451830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6451835.000000 Penalty: 5199.173828
	Iteration 21Q: 3 clusters Score -6451835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6451838.500000 Penalty: 5199.173828
	Iteration 22Q: 3 clusters Score -6451838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6451835.000000 Penalty: 5199.173828
	Iteration 23Q: 3 clusters Score -6451835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6451835.000000 Penalty: 5199.173828
	Iteration 24F: 3 clusters Score -6451835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Entering Unmasked Estep 
Score: -6239218.500000 Penalty: 2593.485352
	Iteration 0F: 2 clusters Score -6239218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -6215719.500000 Penalty: 5186.970703
	Iteration 0F: 3 clusters Score -6215720 nChanged 15807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -6224329.500000 Penalty: 5186.970703
	Iteration 1F: 3 clusters Score -6224330 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -6225194.500000 Penalty: 5186.970703
	Iteration 2F: 3 clusters Score -6225194 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -6226204.000000 Penalty: 5186.970703
	Iteration 3F: 3 clusters Score -6226204 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -6227629.000000 Penalty: 5186.970703
	Iteration 4F: 3 clusters Score -6227629 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -6229533.500000 Penalty: 5186.970703
	Iteration 5F: 3 clusters Score -6229534 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -6231923.500000 Penalty: 5186.970703
	Iteration 6F: 3 clusters Score -6231924 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6234207.000000 Penalty: 5186.970703
	Iteration 7F: 3 clusters Score -6234207 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6235694.500000 Penalty: 5186.970703
	Iteration 8Q: 3 clusters Score -6235694 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6236378.000000 Penalty: 5186.970703
	Iteration 9Q: 3 clusters Score -6236378 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6236671.500000 Penalty: 5186.970703
	Iteration 10Q: 3 clusters Score -6236672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6236798.500000 Penalty: 5186.970703
	Iteration 11Q: 3 clusters Score -6236798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6236852.000000 Penalty: 5186.970703
	Iteration 12Q: 3 clusters Score -6236852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6236863.000000 Penalty: 5186.970703
	Iteration 13Q: 3 clusters Score -6236863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6236874.500000 Penalty: 5186.970703
	Iteration 14Q: 3 clusters Score -6236874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6236879.500000 Penalty: 5186.970703
	Iteration 15Q: 3 clusters Score -6236880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6236885.000000 Penalty: 5186.970703
	Iteration 16Q: 3 clusters Score -6236885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6236889.500000 Penalty: 5186.970703
	Iteration 17Q: 3 clusters Score -6236890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6236895.000000 Penalty: 5186.970703
	Iteration 18Q: 3 clusters Score -6236895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6236903.000000 Penalty: 5186.970703
	Iteration 19Q: 3 clusters Score -6236903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6236915.000000 Penalty: 5186.970703
	Iteration 20F: 3 clusters Score -6236915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6236922.000000 Penalty: 5186.970703
	Iteration 21Q: 3 clusters Score -6236922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6236928.000000 Penalty: 5186.970703
	Iteration 22Q: 3 clusters Score -6236928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6236934.000000 Penalty: 5186.970703
	Iteration 23Q: 3 clusters Score -6236934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6236932.500000 Penalty: 5186.970703
	Iteration 24Q: 3 clusters Score -6236932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6236932.500000 Penalty: 5186.970703
	Iteration 25F: 3 clusters Score -6236932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -104914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103333.210938 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -103333.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103687.640625 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -103687.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103894.671875 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -103894.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -104100.140625 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -104100.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -104181.640625 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -104181.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -104214.750000 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -104214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -104235.265625 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -104235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -104245.765625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -104245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -104252.609375 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -104252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -104253.578125 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -104253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -104255.070312 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -104255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -104259.992188 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -104260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -104268.554688 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -104268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -104273.968750 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -104274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -104278.062500 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -104278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -104278.062500 Penalty: 3193.125000
	Iteration 15F: 3 clusters Score -104278.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Entering Unmasked Estep 
Score: -8663128.000000 Penalty: 2673.284668
	Iteration 0F: 2 clusters Score -8663128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -8632998.000000 Penalty: 5346.569336
	Iteration 0F: 3 clusters Score -8632998 nChanged 22138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -8645069.000000 Penalty: 5346.569336
	Iteration 1F: 3 clusters Score -8645069 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -8645540.000000 Penalty: 5346.569336
	Iteration 2Q: 3 clusters Score -8645540 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8645982.000000 Penalty: 5346.569336
	Iteration 3Q: 3 clusters Score -8645982 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -8646407.000000 Penalty: 5346.569336
	Iteration 4Q: 3 clusters Score -8646407 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -8647120.000000 Penalty: 5346.569336
	Iteration 5Q: 3 clusters Score -8647120 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -8648194.000000 Penalty: 5346.569336
	Iteration 6Q: 3 clusters Score -8648194 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -8650109.000000 Penalty: 5346.569336
	Iteration 7F: 3 clusters Score -8650109 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -8653031.000000 Penalty: 5346.569336
	Iteration 8F: 3 clusters Score -8653031 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -8656503.000000 Penalty: 5346.569336
	Iteration 9F: 3 clusters Score -8656503 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8659011.000000 Penalty: 5346.569336
	Iteration 10F: 3 clusters Score -8659011 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8660098.000000 Penalty: 5346.569336
	Iteration 11Q: 3 clusters Score -8660098 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8660441.000000 Penalty: 5346.569336
	Iteration 12Q: 3 clusters Score -8660441 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8660591.000000 Penalty: 5346.569336
	Iteration 13Q: 3 clusters Score -8660591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8660664.000000 Penalty: 5346.569336
	Iteration 14Q: 3 clusters Score -8660664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8660718.000000 Penalty: 5346.569336
	Iteration 15Q: 3 clusters Score -8660718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8660751.000000 Penalty: 5346.569336
	Iteration 16Q: 3 clusters Score -8660751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8660751.000000 Penalty: 5346.569336
	Iteration 17Q: 3 clusters Score -8660751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8660752.000000 Penalty: 5346.569336
	Iteration 18Q: 3 clusters Score -8660752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8660764.000000 Penalty: 5346.569336
	Iteration 19Q: 3 clusters Score -8660764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8660767.000000 Penalty: 5346.569336
	Iteration 20F: 3 clusters Score -8660767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8660772.000000 Penalty: 5346.569336
	Iteration 21Q: 3 clusters Score -8660772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8660772.000000 Penalty: 5346.569336
	Iteration 22Q: 3 clusters Score -8660772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8660777.000000 Penalty: 5346.569336
	Iteration 23Q: 3 clusters Score -8660777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8660777.000000 Penalty: 5346.569336
	Iteration 24F: 3 clusters Score -8660777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Entering Unmasked Estep 
Score: -1969712.250000 Penalty: 2317.224365
	Iteration 0F: 2 clusters Score -1969712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1961069.000000 Penalty: 4634.448730
	Iteration 0F: 3 clusters Score -1961069 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1963694.625000 Penalty: 4634.448730
	Iteration 1F: 3 clusters Score -1963695 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1964125.875000 Penalty: 4634.448730
	Iteration 2F: 3 clusters Score -1964126 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1964563.000000 Penalty: 4634.448730
	Iteration 3F: 3 clusters Score -1964563 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1965068.125000 Penalty: 4634.448730
	Iteration 4F: 3 clusters Score -1965068 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1965573.625000 Penalty: 4634.448730
	Iteration 5F: 3 clusters Score -1965574 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1966041.500000 Penalty: 4634.448730
	Iteration 6F: 3 clusters Score -1966042 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1966427.750000 Penalty: 4634.448730
	Iteration 7F: 3 clusters Score -1966428 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1966768.000000 Penalty: 4634.448730
	Iteration 8Q: 3 clusters Score -1966768 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1967040.500000 Penalty: 4634.448730
	Iteration 9Q: 3 clusters Score -1967040 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1967223.250000 Penalty: 4634.448730
	Iteration 10Q: 3 clusters Score -1967223 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1967341.375000 Penalty: 4634.448730
	Iteration 11Q: 3 clusters Score -1967341 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1967433.625000 Penalty: 4634.448730
	Iteration 12Q: 3 clusters Score -1967434 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1967483.750000 Penalty: 4634.448730
	Iteration 13Q: 3 clusters Score -1967484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1967513.625000 Penalty: 4634.448730
	Iteration 14Q: 3 clusters Score -1967514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1967527.875000 Penalty: 4634.448730
	Iteration 15Q: 3 clusters Score -1967528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1967547.375000 Penalty: 4634.448730
	Iteration 16Q: 3 clusters Score -1967547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1967564.750000 Penalty: 4634.448730
	Iteration 17Q: 3 clusters Score -1967565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1967572.625000 Penalty: 4634.448730
	Iteration 18Q: 3 clusters Score -1967573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1967577.375000 Penalty: 4634.448730
	Iteration 19Q: 3 clusters Score -1967577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1967590.500000 Penalty: 4634.448730
	Iteration 20F: 3 clusters Score -1967590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1967590.750000 Penalty: 4634.448730
	Iteration 21Q: 3 clusters Score -1967591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1967591.250000 Penalty: 4634.448730
	Iteration 22Q: 3 clusters Score -1967591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1967601.625000 Penalty: 4634.448730
	Iteration 23Q: 3 clusters Score -1967602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1967597.625000 Penalty: 4634.448730
	Iteration 24Q: 3 clusters Score -1967598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1967605.250000 Penalty: 4634.448730
	Iteration 25Q: 3 clusters Score -1967605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1967605.125000 Penalty: 4634.448730
	Iteration 26Q: 3 clusters Score -1967605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1967602.375000 Penalty: 4634.448730
	Iteration 27Q: 3 clusters Score -1967602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1967601.750000 Penalty: 4634.448730
	Iteration 28Q: 3 clusters Score -1967602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1967604.875000 Penalty: 4634.448730
	Iteration 29Q: 3 clusters Score -1967605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1967605.625000 Penalty: 4634.448730
	Iteration 30Q: 3 clusters Score -1967606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1967611.875000 Penalty: 4634.448730
	Iteration 31Q: 3 clusters Score -1967612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1967608.875000 Penalty: 4634.448730
	Iteration 32Q: 3 clusters Score -1967609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1967611.875000 Penalty: 4634.448730
	Iteration 33Q: 3 clusters Score -1967612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1967617.625000 Penalty: 4634.448730
	Iteration 34Q: 3 clusters Score -1967618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1967615.625000 Penalty: 4634.448730
	Iteration 35Q: 3 clusters Score -1967616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1967612.875000 Penalty: 4634.448730
	Iteration 36Q: 3 clusters Score -1967613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1967613.750000 Penalty: 4634.448730
	Iteration 37Q: 3 clusters Score -1967614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1967612.750000 Penalty: 4634.448730
	Iteration 38Q: 3 clusters Score -1967613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1967614.125000 Penalty: 4634.448730
	Iteration 39Q: 3 clusters Score -1967614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1967616.625000 Penalty: 4634.448730
	Iteration 40F: 3 clusters Score -1967617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1967618.625000 Penalty: 4634.448730
	Iteration 41Q: 3 clusters Score -1967619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1967615.000000 Penalty: 4634.448730
	Iteration 42Q: 3 clusters Score -1967615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1967615.000000 Penalty: 4634.448730
	Iteration 43F: 3 clusters Score -1967615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Entering Unmasked Estep 
Score: -2062229.875000 Penalty: 2316.833496
	Iteration 0F: 2 clusters Score -2062230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2053712.625000 Penalty: 4633.666992
	Iteration 0F: 3 clusters Score -2053713 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2056218.375000 Penalty: 4633.666992
	Iteration 1F: 3 clusters Score -2056218 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2056477.125000 Penalty: 4633.666992
	Iteration 2F: 3 clusters Score -2056477 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2056683.625000 Penalty: 4633.666992
	Iteration 3Q: 3 clusters Score -2056684 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2056831.750000 Penalty: 4633.666992
	Iteration 4Q: 3 clusters Score -2056832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2056973.500000 Penalty: 4633.666992
	Iteration 5Q: 3 clusters Score -2056974 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2057126.250000 Penalty: 4633.666992
	Iteration 6Q: 3 clusters Score -2057126 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2057309.750000 Penalty: 4633.666992
	Iteration 7Q: 3 clusters Score -2057310 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2057529.125000 Penalty: 4633.666992
	Iteration 8Q: 3 clusters Score -2057529 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2057773.625000 Penalty: 4633.666992
	Iteration 9Q: 3 clusters Score -2057774 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2058028.250000 Penalty: 4633.666992
	Iteration 10Q: 3 clusters Score -2058028 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2058347.500000 Penalty: 4633.666992
	Iteration 11Q: 3 clusters Score -2058348 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2058704.875000 Penalty: 4633.666992
	Iteration 12Q: 3 clusters Score -2058705 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2059059.000000 Penalty: 4633.666992
	Iteration 13Q: 3 clusters Score -2059059 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2059394.750000 Penalty: 4633.666992
	Iteration 14Q: 3 clusters Score -2059395 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2059643.375000 Penalty: 4633.666992
	Iteration 15Q: 3 clusters Score -2059643 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2059807.500000 Penalty: 4633.666992
	Iteration 16Q: 3 clusters Score -2059808 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2059925.500000 Penalty: 4633.666992
	Iteration 17Q: 3 clusters Score -2059926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2060019.875000 Penalty: 4633.666992
	Iteration 18Q: 3 clusters Score -2060020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2060069.000000 Penalty: 4633.666992
	Iteration 19Q: 3 clusters Score -2060069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2060101.375000 Penalty: 4633.666992
	Iteration 20F: 3 clusters Score -2060101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2060124.625000 Penalty: 4633.666992
	Iteration 21Q: 3 clusters Score -2060125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2060132.250000 Penalty: 4633.666992
	Iteration 22Q: 3 clusters Score -2060132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2060147.750000 Penalty: 4633.666992
	Iteration 23Q: 3 clusters Score -2060148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2060161.750000 Penalty: 4633.666992
	Iteration 24Q: 3 clusters Score -2060162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2060171.250000 Penalty: 4633.666992
	Iteration 25Q: 3 clusters Score -2060171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2060184.000000 Penalty: 4633.666992
	Iteration 26Q: 3 clusters Score -2060184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2060193.000000 Penalty: 4633.666992
	Iteration 27Q: 3 clusters Score -2060193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2060196.625000 Penalty: 4633.666992
	Iteration 28Q: 3 clusters Score -2060197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2060202.000000 Penalty: 4633.666992
	Iteration 29Q: 3 clusters Score -2060202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2060207.625000 Penalty: 4633.666992
	Iteration 30Q: 3 clusters Score -2060208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2060216.875000 Penalty: 4633.666992
	Iteration 31Q: 3 clusters Score -2060217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2060219.750000 Penalty: 4633.666992
	Iteration 32Q: 3 clusters Score -2060220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2060221.000000 Penalty: 4633.666992
	Iteration 33Q: 3 clusters Score -2060221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2060220.000000 Penalty: 4633.666992
	Iteration 34Q: 3 clusters Score -2060220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2060221.250000 Penalty: 4633.666992
	Iteration 35Q: 3 clusters Score -2060221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2060226.500000 Penalty: 4633.666992
	Iteration 36Q: 3 clusters Score -2060226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2060227.875000 Penalty: 4633.666992
	Iteration 37Q: 3 clusters Score -2060228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2060227.875000 Penalty: 4633.666992
	Iteration 38F: 3 clusters Score -2060228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Entering Unmasked Estep 
Score: -7850030.000000 Penalty: 2644.564941
	Iteration 0F: 2 clusters Score -7850030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -7822226.500000 Penalty: 5289.129883
	Iteration 0F: 3 clusters Score -7822226 nChanged 19544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -7832755.500000 Penalty: 5289.129883
	Iteration 1F: 3 clusters Score -7832756 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -7833297.500000 Penalty: 5289.129883
	Iteration 2Q: 3 clusters Score -7833298 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -7833912.000000 Penalty: 5289.129883
	Iteration 3Q: 3 clusters Score -7833912 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -7834684.500000 Penalty: 5289.129883
	Iteration 4Q: 3 clusters Score -7834684 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -7835793.000000 Penalty: 5289.129883
	Iteration 5F: 3 clusters Score -7835793 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -7837377.000000 Penalty: 5289.129883
	Iteration 6F: 3 clusters Score -7837377 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -7839716.500000 Penalty: 5289.129883
	Iteration 7F: 3 clusters Score -7839716 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -7842586.000000 Penalty: 5289.129883
	Iteration 8F: 3 clusters Score -7842586 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7845016.500000 Penalty: 5289.129883
	Iteration 9F: 3 clusters Score -7845016 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -7846514.500000 Penalty: 5289.129883
	Iteration 10Q: 3 clusters Score -7846514 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -7847222.000000 Penalty: 5289.129883
	Iteration 11Q: 3 clusters Score -7847222 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -7847507.000000 Penalty: 5289.129883
	Iteration 12Q: 3 clusters Score -7847507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -7847637.000000 Penalty: 5289.129883
	Iteration 13Q: 3 clusters Score -7847637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -7847680.000000 Penalty: 5289.129883
	Iteration 14Q: 3 clusters Score -7847680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -7847708.000000 Penalty: 5289.129883
	Iteration 15Q: 3 clusters Score -7847708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -7847730.500000 Penalty: 5289.129883
	Iteration 16Q: 3 clusters Score -7847730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7847744.000000 Penalty: 5289.129883
	Iteration 17Q: 3 clusters Score -7847744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -7847771.500000 Penalty: 5289.129883
	Iteration 18Q: 3 clusters Score -7847772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -7847777.500000 Penalty: 5289.129883
	Iteration 19Q: 3 clusters Score -7847778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -7847780.000000 Penalty: 5289.129883
	Iteration 20F: 3 clusters Score -7847780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -7847784.500000 Penalty: 5289.129883
	Iteration 21Q: 3 clusters Score -7847784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -7847786.000000 Penalty: 5289.129883
	Iteration 22Q: 3 clusters Score -7847786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -7847783.000000 Penalty: 5289.129883
	Iteration 23Q: 3 clusters Score -7847783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -7847794.500000 Penalty: 5289.129883
	Iteration 24Q: 3 clusters Score -7847794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -7847805.500000 Penalty: 5289.129883
	Iteration 25Q: 3 clusters Score -7847806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -7847810.500000 Penalty: 5289.129883
	Iteration 26Q: 3 clusters Score -7847810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -7847811.500000 Penalty: 5289.129883
	Iteration 27Q: 3 clusters Score -7847812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -7847816.500000 Penalty: 5289.129883
	Iteration 28Q: 3 clusters Score -7847816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -7847815.000000 Penalty: 5289.129883
	Iteration 29Q: 3 clusters Score -7847815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -7847816.500000 Penalty: 5289.129883
	Iteration 30Q: 3 clusters Score -7847816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -7847823.500000 Penalty: 5289.129883
	Iteration 31Q: 3 clusters Score -7847824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7847832.000000 Penalty: 5289.129883
	Iteration 32Q: 3 clusters Score -7847832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7847832.000000 Penalty: 5289.129883
	Iteration 33F: 3 clusters Score -7847832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Entering Unmasked Estep 
Score: -2795431.000000 Penalty: 2408.431885
	Iteration 0F: 2 clusters Score -2795431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2783653.250000 Penalty: 4816.863770
	Iteration 0F: 3 clusters Score -2783653 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2787659.500000 Penalty: 4816.863770
	Iteration 1F: 3 clusters Score -2787660 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2788556.000000 Penalty: 4816.863770
	Iteration 2F: 3 clusters Score -2788556 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2789664.500000 Penalty: 4816.863770
	Iteration 3F: 3 clusters Score -2789664 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2790758.750000 Penalty: 4816.863770
	Iteration 4F: 3 clusters Score -2790759 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2791617.250000 Penalty: 4816.863770
	Iteration 5F: 3 clusters Score -2791617 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2792241.000000 Penalty: 4816.863770
	Iteration 6F: 3 clusters Score -2792241 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2792672.250000 Penalty: 4816.863770
	Iteration 7Q: 3 clusters Score -2792672 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2792971.750000 Penalty: 4816.863770
	Iteration 8Q: 3 clusters Score -2792972 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2793275.000000 Penalty: 4816.863770
	Iteration 9Q: 3 clusters Score -2793275 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2793547.000000 Penalty: 4816.863770
	Iteration 10Q: 3 clusters Score -2793547 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2793796.250000 Penalty: 4816.863770
	Iteration 11Q: 3 clusters Score -2793796 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2793995.500000 Penalty: 4816.863770
	Iteration 12Q: 3 clusters Score -2793996 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2794157.000000 Penalty: 4816.863770
	Iteration 13Q: 3 clusters Score -2794157 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2794285.750000 Penalty: 4816.863770
	Iteration 14Q: 3 clusters Score -2794286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2794410.250000 Penalty: 4816.863770
	Iteration 15Q: 3 clusters Score -2794410 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2794525.000000 Penalty: 4816.863770
	Iteration 16Q: 3 clusters Score -2794525 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2794605.250000 Penalty: 4816.863770
	Iteration 17Q: 3 clusters Score -2794605 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2794684.750000 Penalty: 4816.863770
	Iteration 18Q: 3 clusters Score -2794685 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2794785.750000 Penalty: 4816.863770
	Iteration 19Q: 3 clusters Score -2794786 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2794900.750000 Penalty: 4816.863770
	Iteration 20F: 3 clusters Score -2794901 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2795049.000000 Penalty: 4816.863770
	Iteration 21Q: 3 clusters Score -2795049 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2795218.750000 Penalty: 4816.863770
	Iteration 22Q: 3 clusters Score -2795219 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2795370.750000 Penalty: 4816.863770
	Iteration 23Q: 3 clusters Score -2795371 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2795513.250000 Penalty: 4816.863770
	Iteration 24Q: 3 clusters Score -2795513 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2795623.000000 Penalty: 4816.863770
	Iteration 25Q: 3 clusters Score -2795623 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2795700.750000 Penalty: 4816.863770
	Iteration 26Q: 3 clusters Score -2795701 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2795772.500000 Penalty: 4816.863770
	Iteration 27Q: 3 clusters Score -2795772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2795818.250000 Penalty: 4816.863770
	Iteration 28Q: 3 clusters Score -2795818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2795830.000000 Penalty: 4816.863770
	Iteration 29Q: 3 clusters Score -2795830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2795833.500000 Penalty: 4816.863770
	Iteration 30Q: 3 clusters Score -2795834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2795839.000000 Penalty: 4816.863770
	Iteration 31Q: 3 clusters Score -2795839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2795845.250000 Penalty: 4816.863770
	Iteration 32Q: 3 clusters Score -2795845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2795856.000000 Penalty: 4816.863770
	Iteration 33Q: 3 clusters Score -2795856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2795858.250000 Penalty: 4816.863770
	Iteration 34Q: 3 clusters Score -2795858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2795860.750000 Penalty: 4816.863770
	Iteration 35Q: 3 clusters Score -2795861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2795862.750000 Penalty: 4816.863770
	Iteration 36Q: 3 clusters Score -2795863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2795862.000000 Penalty: 4816.863770
	Iteration 37Q: 3 clusters Score -2795862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2795859.750000 Penalty: 4816.863770
	Iteration 38Q: 3 clusters Score -2795860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2795860.250000 Penalty: 4816.863770
	Iteration 39Q: 3 clusters Score -2795860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2795862.000000 Penalty: 4816.863770
	Iteration 40F: 3 clusters Score -2795862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2795863.500000 Penalty: 4816.863770
	Iteration 41Q: 3 clusters Score -2795864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2795866.250000 Penalty: 4816.863770
	Iteration 42Q: 3 clusters Score -2795866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2795865.750000 Penalty: 4816.863770
	Iteration 43Q: 3 clusters Score -2795866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2795866.250000 Penalty: 4816.863770
	Iteration 44Q: 3 clusters Score -2795866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2795868.500000 Penalty: 4816.863770
	Iteration 45Q: 3 clusters Score -2795868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2795868.500000 Penalty: 4816.863770
	Iteration 46F: 3 clusters Score -2795868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22423 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41490 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 43642 members 
Mstep: Class 14 contains 35675 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48020 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 42769 members 
Mstep: Class 21 contains 13977 members 
Mstep: Class 22 contains 52489 members 
Mstep: Class 23 contains 50504 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45856 members 
Mstep: Class 26 contains 20074 members 
Mstep: Class 27 contains 40647 members 
Mstep: Class 28 contains 41957 members 
Mstep: Class 29 contains 47916 members 
Mstep: Class 30 contains 49692 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42862 members 
Mstep: Class 34 contains 69448 members 
Mstep: Class 35 contains 41195 members 
Mstep: Class 36 contains 38936 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43617 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57158 members 
Mstep: Class 41 contains 2528 members 
Entering Unmasked Estep 
Score: -196423328.000000 Penalty: 141646.312500
Splitting cluster 21 changes total score from -196423904.000000 to -196423328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (52489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Entering Unmasked Estep 
Score: -9399870.000000 Penalty: 2695.353027
	Iteration 0F: 2 clusters Score -9399870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -9369130.000000 Penalty: 5390.706055
	Iteration 0F: 3 clusters Score -9369130 nChanged 24355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -9382286.000000 Penalty: 5390.706055
	Iteration 1F: 3 clusters Score -9382286 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -9382793.000000 Penalty: 5390.706055
	Iteration 2Q: 3 clusters Score -9382793 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -9383185.000000 Penalty: 5390.706055
	Iteration 3Q: 3 clusters Score -9383185 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -9383575.000000 Penalty: 5390.706055
	Iteration 4Q: 3 clusters Score -9383575 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -9383876.000000 Penalty: 5390.706055
	Iteration 5Q: 3 clusters Score -9383876 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -9384254.000000 Penalty: 5390.706055
	Iteration 6Q: 3 clusters Score -9384254 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -9384566.000000 Penalty: 5390.706055
	Iteration 7Q: 3 clusters Score -9384566 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -9384921.000000 Penalty: 5390.706055
	Iteration 8Q: 3 clusters Score -9384921 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -9385255.000000 Penalty: 5390.706055
	Iteration 9Q: 3 clusters Score -9385255 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -9385700.000000 Penalty: 5390.706055
	Iteration 10Q: 3 clusters Score -9385700 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -9386155.000000 Penalty: 5390.706055
	Iteration 11Q: 3 clusters Score -9386155 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9386821.000000 Penalty: 5390.706055
	Iteration 12Q: 3 clusters Score -9386821 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -9387601.000000 Penalty: 5390.706055
	Iteration 13Q: 3 clusters Score -9387601 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -9388597.000000 Penalty: 5390.706055
	Iteration 14Q: 3 clusters Score -9388597 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -9389794.000000 Penalty: 5390.706055
	Iteration 15Q: 3 clusters Score -9389794 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -9391159.000000 Penalty: 5390.706055
	Iteration 16Q: 3 clusters Score -9391159 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -9392310.000000 Penalty: 5390.706055
	Iteration 17Q: 3 clusters Score -9392310 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -9393036.000000 Penalty: 5390.706055
	Iteration 18Q: 3 clusters Score -9393036 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -9393433.000000 Penalty: 5390.706055
	Iteration 19Q: 3 clusters Score -9393433 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -9393633.000000 Penalty: 5390.706055
	Iteration 20F: 3 clusters Score -9393633 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -9393782.000000 Penalty: 5390.706055
	Iteration 21Q: 3 clusters Score -9393782 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -9393948.000000 Penalty: 5390.706055
	Iteration 22Q: 3 clusters Score -9393948 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -9394035.000000 Penalty: 5390.706055
	Iteration 23Q: 3 clusters Score -9394035 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -9394111.000000 Penalty: 5390.706055
	Iteration 24Q: 3 clusters Score -9394111 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -9394218.000000 Penalty: 5390.706055
	Iteration 25Q: 3 clusters Score -9394218 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -9394341.000000 Penalty: 5390.706055
	Iteration 26Q: 3 clusters Score -9394341 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -9394435.000000 Penalty: 5390.706055
	Iteration 27Q: 3 clusters Score -9394435 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -9394508.000000 Penalty: 5390.706055
	Iteration 28Q: 3 clusters Score -9394508 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -9394600.000000 Penalty: 5390.706055
	Iteration 29Q: 3 clusters Score -9394600 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -9394654.000000 Penalty: 5390.706055
	Iteration 30Q: 3 clusters Score -9394654 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -9394725.000000 Penalty: 5390.706055
	Iteration 31Q: 3 clusters Score -9394725 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -9394833.000000 Penalty: 5390.706055
	Iteration 32Q: 3 clusters Score -9394833 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -9394967.000000 Penalty: 5390.706055
	Iteration 33Q: 3 clusters Score -9394967 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -9395079.000000 Penalty: 5390.706055
	Iteration 34Q: 3 clusters Score -9395079 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -9395170.000000 Penalty: 5390.706055
	Iteration 35Q: 3 clusters Score -9395170 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -9395232.000000 Penalty: 5390.706055
	Iteration 36Q: 3 clusters Score -9395232 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -9395280.000000 Penalty: 5390.706055
	Iteration 37Q: 3 clusters Score -9395280 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -9395404.000000 Penalty: 5390.706055
	Iteration 38Q: 3 clusters Score -9395404 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -9395532.000000 Penalty: 5390.706055
	Iteration 39Q: 3 clusters Score -9395532 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -9395599.000000 Penalty: 5390.706055
	Iteration 40F: 3 clusters Score -9395599 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -9395665.000000 Penalty: 5390.706055
	Iteration 41Q: 3 clusters Score -9395665 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -9395716.000000 Penalty: 5390.706055
	Iteration 42Q: 3 clusters Score -9395716 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -9395828.000000 Penalty: 5390.706055
	Iteration 43Q: 3 clusters Score -9395828 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -9395921.000000 Penalty: 5390.706055
	Iteration 44Q: 3 clusters Score -9395921 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -9395949.000000 Penalty: 5390.706055
	Iteration 45Q: 3 clusters Score -9395949 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -9395989.000000 Penalty: 5390.706055
	Iteration 46Q: 3 clusters Score -9395989 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -9396031.000000 Penalty: 5390.706055
	Iteration 47Q: 3 clusters Score -9396031 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -9396129.000000 Penalty: 5390.706055
	Iteration 48Q: 3 clusters Score -9396129 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -9396182.000000 Penalty: 5390.706055
	Iteration 49Q: 3 clusters Score -9396182 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -9396251.000000 Penalty: 5390.706055
	Iteration 50Q: 3 clusters Score -9396251 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -9396352.000000 Penalty: 5390.706055
	Iteration 51Q: 3 clusters Score -9396352 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -9396444.000000 Penalty: 5390.706055
	Iteration 52Q: 3 clusters Score -9396444 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -9396460.000000 Penalty: 5390.706055
	Iteration 53Q: 3 clusters Score -9396460 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9396531.000000 Penalty: 5390.706055
	Iteration 54Q: 3 clusters Score -9396531 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -9396575.000000 Penalty: 5390.706055
	Iteration 55Q: 3 clusters Score -9396575 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -9396607.000000 Penalty: 5390.706055
	Iteration 56Q: 3 clusters Score -9396607 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -9396685.000000 Penalty: 5390.706055
	Iteration 57Q: 3 clusters Score -9396685 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -9396763.000000 Penalty: 5390.706055
	Iteration 58Q: 3 clusters Score -9396763 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9396820.000000 Penalty: 5390.706055
	Iteration 59Q: 3 clusters Score -9396820 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9396857.000000 Penalty: 5390.706055
	Iteration 60F: 3 clusters Score -9396857 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9396892.000000 Penalty: 5390.706055
	Iteration 61Q: 3 clusters Score -9396892 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -9396924.000000 Penalty: 5390.706055
	Iteration 62Q: 3 clusters Score -9396924 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9396937.000000 Penalty: 5390.706055
	Iteration 63Q: 3 clusters Score -9396937 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9396958.000000 Penalty: 5390.706055
	Iteration 64Q: 3 clusters Score -9396958 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -9397056.000000 Penalty: 5390.706055
	Iteration 65Q: 3 clusters Score -9397056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9397085.000000 Penalty: 5390.706055
	Iteration 66Q: 3 clusters Score -9397085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9397153.000000 Penalty: 5390.706055
	Iteration 67Q: 3 clusters Score -9397153 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9397192.000000 Penalty: 5390.706055
	Iteration 68Q: 3 clusters Score -9397192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9397217.000000 Penalty: 5390.706055
	Iteration 69Q: 3 clusters Score -9397217 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9397244.000000 Penalty: 5390.706055
	Iteration 70Q: 3 clusters Score -9397244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9397289.000000 Penalty: 5390.706055
	Iteration 71Q: 3 clusters Score -9397289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9397303.000000 Penalty: 5390.706055
	Iteration 72Q: 3 clusters Score -9397303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9397320.000000 Penalty: 5390.706055
	Iteration 73Q: 3 clusters Score -9397320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9397346.000000 Penalty: 5390.706055
	Iteration 74Q: 3 clusters Score -9397346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9397376.000000 Penalty: 5390.706055
	Iteration 75Q: 3 clusters Score -9397376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9397400.000000 Penalty: 5390.706055
	Iteration 76Q: 3 clusters Score -9397400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9397418.000000 Penalty: 5390.706055
	Iteration 77Q: 3 clusters Score -9397418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9397411.000000 Penalty: 5390.706055
	Iteration 78Q: 3 clusters Score -9397411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9397432.000000 Penalty: 5390.706055
	Iteration 79Q: 3 clusters Score -9397432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9397434.000000 Penalty: 5390.706055
	Iteration 80F: 3 clusters Score -9397434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9397441.000000 Penalty: 5390.706055
	Iteration 81Q: 3 clusters Score -9397441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9397472.000000 Penalty: 5390.706055
	Iteration 82Q: 3 clusters Score -9397472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9397485.000000 Penalty: 5390.706055
	Iteration 83Q: 3 clusters Score -9397485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9397491.000000 Penalty: 5390.706055
	Iteration 84Q: 3 clusters Score -9397491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9397511.000000 Penalty: 5390.706055
	Iteration 85Q: 3 clusters Score -9397511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9397522.000000 Penalty: 5390.706055
	Iteration 86Q: 3 clusters Score -9397522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9397530.000000 Penalty: 5390.706055
	Iteration 87Q: 3 clusters Score -9397530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9397540.000000 Penalty: 5390.706055
	Iteration 88Q: 3 clusters Score -9397540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9397550.000000 Penalty: 5390.706055
	Iteration 89Q: 3 clusters Score -9397550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9397559.000000 Penalty: 5390.706055
	Iteration 90Q: 3 clusters Score -9397559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9397565.000000 Penalty: 5390.706055
	Iteration 91Q: 3 clusters Score -9397565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9397568.000000 Penalty: 5390.706055
	Iteration 92Q: 3 clusters Score -9397568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9397575.000000 Penalty: 5390.706055
	Iteration 93Q: 3 clusters Score -9397575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9397574.000000 Penalty: 5390.706055
	Iteration 94Q: 3 clusters Score -9397574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9397572.000000 Penalty: 5390.706055
	Iteration 95Q: 3 clusters Score -9397572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9397569.000000 Penalty: 5390.706055
	Iteration 96Q: 3 clusters Score -9397569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9397578.000000 Penalty: 5390.706055
	Iteration 97Q: 3 clusters Score -9397578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9397578.000000 Penalty: 5390.706055
	Iteration 98Q: 3 clusters Score -9397578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9397584.000000 Penalty: 5390.706055
	Iteration 99Q: 3 clusters Score -9397584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9397588.000000 Penalty: 5390.706055
	Iteration 100F: 3 clusters Score -9397588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9397586.000000 Penalty: 5390.706055
	Iteration 101Q: 3 clusters Score -9397586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9397589.000000 Penalty: 5390.706055
	Iteration 102Q: 3 clusters Score -9397589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9397591.000000 Penalty: 5390.706055
	Iteration 103Q: 3 clusters Score -9397591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9397595.000000 Penalty: 5390.706055
	Iteration 104Q: 3 clusters Score -9397595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9397599.000000 Penalty: 5390.706055
	Iteration 105Q: 3 clusters Score -9397599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9397603.000000 Penalty: 5390.706055
	Iteration 106Q: 3 clusters Score -9397603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9397609.000000 Penalty: 5390.706055
	Iteration 107Q: 3 clusters Score -9397609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9397613.000000 Penalty: 5390.706055
	Iteration 108Q: 3 clusters Score -9397613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9397618.000000 Penalty: 5390.706055
	Iteration 109Q: 3 clusters Score -9397618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9397622.000000 Penalty: 5390.706055
	Iteration 110Q: 3 clusters Score -9397622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9397621.000000 Penalty: 5390.706055
	Iteration 111Q: 3 clusters Score -9397621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9397632.000000 Penalty: 5390.706055
	Iteration 112Q: 3 clusters Score -9397632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9397629.000000 Penalty: 5390.706055
	Iteration 113Q: 3 clusters Score -9397629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9397625.000000 Penalty: 5390.706055
	Iteration 114Q: 3 clusters Score -9397625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9397634.000000 Penalty: 5390.706055
	Iteration 115Q: 3 clusters Score -9397634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9397643.000000 Penalty: 5390.706055
	Iteration 116Q: 3 clusters Score -9397643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9397640.000000 Penalty: 5390.706055
	Iteration 117Q: 3 clusters Score -9397640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9397643.000000 Penalty: 5390.706055
	Iteration 118Q: 3 clusters Score -9397643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9397638.000000 Penalty: 5390.706055
	Iteration 119Q: 3 clusters Score -9397638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9397640.000000 Penalty: 5390.706055
	Iteration 120F: 3 clusters Score -9397640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9397638.000000 Penalty: 5390.706055
	Iteration 121Q: 3 clusters Score -9397638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9397635.000000 Penalty: 5390.706055
	Iteration 122Q: 3 clusters Score -9397635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9397643.000000 Penalty: 5390.706055
	Iteration 123Q: 3 clusters Score -9397643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9397643.000000 Penalty: 5390.706055
	Iteration 124F: 3 clusters Score -9397643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Entering Unmasked Estep 
Score: -9030465.000000 Penalty: 2685.792480
	Iteration 0F: 2 clusters Score -9030465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -8998076.000000 Penalty: 5371.584961
	Iteration 0F: 3 clusters Score -8998076 nChanged 23426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -9011125.000000 Penalty: 5371.584961
	Iteration 1F: 3 clusters Score -9011125 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -9011772.000000 Penalty: 5371.584961
	Iteration 2Q: 3 clusters Score -9011772 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -9012365.000000 Penalty: 5371.584961
	Iteration 3Q: 3 clusters Score -9012365 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -9013045.000000 Penalty: 5371.584961
	Iteration 4Q: 3 clusters Score -9013045 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -9013958.000000 Penalty: 5371.584961
	Iteration 5Q: 3 clusters Score -9013958 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -9015230.000000 Penalty: 5371.584961
	Iteration 6F: 3 clusters Score -9015230 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -9016956.000000 Penalty: 5371.584961
	Iteration 7F: 3 clusters Score -9016956 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -9019201.000000 Penalty: 5371.584961
	Iteration 8F: 3 clusters Score -9019201 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -9022182.000000 Penalty: 5371.584961
	Iteration 9F: 3 clusters Score -9022182 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -9024661.000000 Penalty: 5371.584961
	Iteration 10F: 3 clusters Score -9024661 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -9026434.000000 Penalty: 5371.584961
	Iteration 11Q: 3 clusters Score -9026434 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -9027671.000000 Penalty: 5371.584961
	Iteration 12Q: 3 clusters Score -9027671 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -9028655.000000 Penalty: 5371.584961
	Iteration 13Q: 3 clusters Score -9028655 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -9028987.000000 Penalty: 5371.584961
	Iteration 14Q: 3 clusters Score -9028987 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -9029051.000000 Penalty: 5371.584961
	Iteration 15Q: 3 clusters Score -9029051 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -9029085.000000 Penalty: 5371.584961
	Iteration 16Q: 3 clusters Score -9029085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9029105.000000 Penalty: 5371.584961
	Iteration 17Q: 3 clusters Score -9029105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -9029119.000000 Penalty: 5371.584961
	Iteration 18Q: 3 clusters Score -9029119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -9029126.000000 Penalty: 5371.584961
	Iteration 19Q: 3 clusters Score -9029126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9029139.000000 Penalty: 5371.584961
	Iteration 20F: 3 clusters Score -9029139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -9029151.000000 Penalty: 5371.584961
	Iteration 21Q: 3 clusters Score -9029151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -9029155.000000 Penalty: 5371.584961
	Iteration 22Q: 3 clusters Score -9029155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9029147.000000 Penalty: 5371.584961
	Iteration 23Q: 3 clusters Score -9029147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9029157.000000 Penalty: 5371.584961
	Iteration 24Q: 3 clusters Score -9029157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -9029161.000000 Penalty: 5371.584961
	Iteration 25Q: 3 clusters Score -9029161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -9029164.000000 Penalty: 5371.584961
	Iteration 26Q: 3 clusters Score -9029164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -9029164.000000 Penalty: 5371.584961
	Iteration 27Q: 3 clusters Score -9029164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -9029177.000000 Penalty: 5371.584961
	Iteration 28Q: 3 clusters Score -9029177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -9029175.000000 Penalty: 5371.584961
	Iteration 29Q: 3 clusters Score -9029175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -9029174.000000 Penalty: 5371.584961
	Iteration 30Q: 3 clusters Score -9029174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -9029181.000000 Penalty: 5371.584961
	Iteration 31Q: 3 clusters Score -9029181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9029176.000000 Penalty: 5371.584961
	Iteration 32Q: 3 clusters Score -9029176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9029178.000000 Penalty: 5371.584961
	Iteration 33Q: 3 clusters Score -9029178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9029177.000000 Penalty: 5371.584961
	Iteration 34Q: 3 clusters Score -9029177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9029175.000000 Penalty: 5371.584961
	Iteration 35Q: 3 clusters Score -9029175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9029174.000000 Penalty: 5371.584961
	Iteration 36Q: 3 clusters Score -9029174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -9029180.000000 Penalty: 5371.584961
	Iteration 37Q: 3 clusters Score -9029180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9029184.000000 Penalty: 5371.584961
	Iteration 38Q: 3 clusters Score -9029184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -9029188.000000 Penalty: 5371.584961
	Iteration 39Q: 3 clusters Score -9029188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -9029184.000000 Penalty: 5371.584961
	Iteration 40F: 3 clusters Score -9029184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42191.078125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42191.08 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 239 members 
Entering Unmasked Estep 
Score: -41075.476562 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -41075.48 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41752.664062 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41752.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42091.917969 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -42091.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42314.265625 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -42314.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42486.343750 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -42486.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42560.015625 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -42560.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42623.699219 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -42623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42634.882812 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -42634.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42638.285156 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -42638.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42647.371094 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -42647.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42658.683594 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -42658.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42662.312500 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -42662.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42662.742188 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -42662.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42669.457031 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -42669.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42669.457031 Penalty: 3080.457520
	Iteration 14F: 3 clusters Score -42669.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22423 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41490 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 43642 members 
Mstep: Class 14 contains 35675 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48020 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 42769 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 52489 members 
Mstep: Class 23 contains 50504 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 45856 members 
Mstep: Class 26 contains 20074 members 
Mstep: Class 27 contains 40647 members 
Mstep: Class 28 contains 41957 members 
Mstep: Class 29 contains 47916 members 
Mstep: Class 30 contains 49692 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42862 members 
Mstep: Class 34 contains 69448 members 
Mstep: Class 35 contains 41195 members 
Mstep: Class 36 contains 38936 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43617 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57158 members 
Mstep: Class 41 contains 146 members 
Entering Unmasked Estep 
Score: -196422720.000000 Penalty: 141646.312500
Splitting cluster 24 changes total score from -196423904.000000 to -196422720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (45856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Entering Unmasked Estep 
Score: -8291665.500000 Penalty: 2661.848633
	Iteration 0F: 2 clusters Score -8291666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8262123.500000 Penalty: 5323.697266
	Iteration 0F: 3 clusters Score -8262124 nChanged 21092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -8273777.500000 Penalty: 5323.697266
	Iteration 1F: 3 clusters Score -8273778 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -8274215.500000 Penalty: 5323.697266
	Iteration 2Q: 3 clusters Score -8274216 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -8274564.000000 Penalty: 5323.697266
	Iteration 3Q: 3 clusters Score -8274564 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -8274930.500000 Penalty: 5323.697266
	Iteration 4Q: 3 clusters Score -8274930 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -8275296.500000 Penalty: 5323.697266
	Iteration 5Q: 3 clusters Score -8275296 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -8275663.500000 Penalty: 5323.697266
	Iteration 6Q: 3 clusters Score -8275664 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -8276158.500000 Penalty: 5323.697266
	Iteration 7Q: 3 clusters Score -8276158 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -8276883.500000 Penalty: 5323.697266
	Iteration 8Q: 3 clusters Score -8276884 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -8278141.000000 Penalty: 5323.697266
	Iteration 9Q: 3 clusters Score -8278141 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -8280008.000000 Penalty: 5323.697266
	Iteration 10F: 3 clusters Score -8280008 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -8282605.000000 Penalty: 5323.697266
	Iteration 11F: 3 clusters Score -8282605 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8285680.000000 Penalty: 5323.697266
	Iteration 12F: 3 clusters Score -8285680 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8287792.500000 Penalty: 5323.697266
	Iteration 13F: 3 clusters Score -8287792 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8288637.000000 Penalty: 5323.697266
	Iteration 14Q: 3 clusters Score -8288637 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8289011.500000 Penalty: 5323.697266
	Iteration 15Q: 3 clusters Score -8289012 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8289155.500000 Penalty: 5323.697266
	Iteration 16Q: 3 clusters Score -8289156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8289212.000000 Penalty: 5323.697266
	Iteration 17Q: 3 clusters Score -8289212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8289278.500000 Penalty: 5323.697266
	Iteration 18Q: 3 clusters Score -8289278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8289305.500000 Penalty: 5323.697266
	Iteration 19Q: 3 clusters Score -8289306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8289335.500000 Penalty: 5323.697266
	Iteration 20F: 3 clusters Score -8289336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8289352.500000 Penalty: 5323.697266
	Iteration 21Q: 3 clusters Score -8289352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8289361.000000 Penalty: 5323.697266
	Iteration 22Q: 3 clusters Score -8289361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8289371.500000 Penalty: 5323.697266
	Iteration 23Q: 3 clusters Score -8289372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8289375.500000 Penalty: 5323.697266
	Iteration 24Q: 3 clusters Score -8289376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -8289377.000000 Penalty: 5323.697266
	Iteration 25Q: 3 clusters Score -8289377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8289397.500000 Penalty: 5323.697266
	Iteration 26Q: 3 clusters Score -8289398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8289415.000000 Penalty: 5323.697266
	Iteration 27Q: 3 clusters Score -8289415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -8289418.000000 Penalty: 5323.697266
	Iteration 28Q: 3 clusters Score -8289418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -8289417.000000 Penalty: 5323.697266
	Iteration 29Q: 3 clusters Score -8289417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8289430.000000 Penalty: 5323.697266
	Iteration 30Q: 3 clusters Score -8289430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8289432.500000 Penalty: 5323.697266
	Iteration 31Q: 3 clusters Score -8289432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8289432.000000 Penalty: 5323.697266
	Iteration 32Q: 3 clusters Score -8289432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -8289436.000000 Penalty: 5323.697266
	Iteration 33Q: 3 clusters Score -8289436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -8289436.000000 Penalty: 5323.697266
	Iteration 34F: 3 clusters Score -8289436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Entering Unmasked Estep 
Score: -3533995.250000 Penalty: 2456.980957
	Iteration 0F: 2 clusters Score -3533995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3519857.000000 Penalty: 4913.961914
	Iteration 0F: 3 clusters Score -3519857 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3524597.000000 Penalty: 4913.961914
	Iteration 1F: 3 clusters Score -3524597 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3525169.000000 Penalty: 4913.961914
	Iteration 2F: 3 clusters Score -3525169 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3525697.000000 Penalty: 4913.961914
	Iteration 3F: 3 clusters Score -3525697 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3526338.000000 Penalty: 4913.961914
	Iteration 4F: 3 clusters Score -3526338 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3527134.250000 Penalty: 4913.961914
	Iteration 5F: 3 clusters Score -3527134 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3528204.250000 Penalty: 4913.961914
	Iteration 6F: 3 clusters Score -3528204 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3529756.250000 Penalty: 4913.961914
	Iteration 7F: 3 clusters Score -3529756 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3531749.500000 Penalty: 4913.961914
	Iteration 8F: 3 clusters Score -3531750 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3533400.750000 Penalty: 4913.961914
	Iteration 9F: 3 clusters Score -3533401 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3534164.000000 Penalty: 4913.961914
	Iteration 10Q: 3 clusters Score -3534164 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3534405.750000 Penalty: 4913.961914
	Iteration 11Q: 3 clusters Score -3534406 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3534486.000000 Penalty: 4913.961914
	Iteration 12Q: 3 clusters Score -3534486 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3534541.000000 Penalty: 4913.961914
	Iteration 13Q: 3 clusters Score -3534541 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3534552.000000 Penalty: 4913.961914
	Iteration 14Q: 3 clusters Score -3534552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3534561.500000 Penalty: 4913.961914
	Iteration 15Q: 3 clusters Score -3534562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3534561.750000 Penalty: 4913.961914
	Iteration 16Q: 3 clusters Score -3534562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3534558.250000 Penalty: 4913.961914
	Iteration 17Q: 3 clusters Score -3534558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3534560.500000 Penalty: 4913.961914
	Iteration 18Q: 3 clusters Score -3534560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3534564.000000 Penalty: 4913.961914
	Iteration 19Q: 3 clusters Score -3534564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3534561.500000 Penalty: 4913.961914
	Iteration 20F: 3 clusters Score -3534562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3534563.750000 Penalty: 4913.961914
	Iteration 21Q: 3 clusters Score -3534564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3534565.250000 Penalty: 4913.961914
	Iteration 22Q: 3 clusters Score -3534565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3534565.750000 Penalty: 4913.961914
	Iteration 23Q: 3 clusters Score -3534566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3534564.000000 Penalty: 4913.961914
	Iteration 24Q: 3 clusters Score -3534564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3534567.000000 Penalty: 4913.961914
	Iteration 25Q: 3 clusters Score -3534567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3534563.250000 Penalty: 4913.961914
	Iteration 26Q: 3 clusters Score -3534563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3534566.500000 Penalty: 4913.961914
	Iteration 27Q: 3 clusters Score -3534566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3534566.500000 Penalty: 4913.961914
	Iteration 28F: 3 clusters Score -3534566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22423 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41490 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 43642 members 
Mstep: Class 14 contains 35675 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48020 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 42769 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 52489 members 
Mstep: Class 23 contains 50504 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45856 members 
Mstep: Class 26 contains 11704 members 
Mstep: Class 27 contains 40647 members 
Mstep: Class 28 contains 41957 members 
Mstep: Class 29 contains 47916 members 
Mstep: Class 30 contains 49692 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42862 members 
Mstep: Class 34 contains 69448 members 
Mstep: Class 35 contains 41195 members 
Mstep: Class 36 contains 38936 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43617 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57158 members 
Mstep: Class 41 contains 8370 members 
Entering Unmasked Estep 
Score: -196422368.000000 Penalty: 141646.312500
Splitting cluster 26 changes total score from -196423904.000000 to -196422368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (40647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Entering Unmasked Estep 
Score: -7290615.000000 Penalty: 2631.944824
	Iteration 0F: 2 clusters Score -7290615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -7263310.500000 Penalty: 5263.889648
	Iteration 0F: 3 clusters Score -7263310 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -7273507.000000 Penalty: 5263.889648
	Iteration 1F: 3 clusters Score -7273507 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -7273945.500000 Penalty: 5263.889648
	Iteration 2Q: 3 clusters Score -7273946 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -7274350.500000 Penalty: 5263.889648
	Iteration 3Q: 3 clusters Score -7274350 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -7274759.500000 Penalty: 5263.889648
	Iteration 4Q: 3 clusters Score -7274760 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -7275196.000000 Penalty: 5263.889648
	Iteration 5Q: 3 clusters Score -7275196 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -7275755.500000 Penalty: 5263.889648
	Iteration 6Q: 3 clusters Score -7275756 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -7276484.000000 Penalty: 5263.889648
	Iteration 7Q: 3 clusters Score -7276484 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -7277482.500000 Penalty: 5263.889648
	Iteration 8Q: 3 clusters Score -7277482 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7278822.000000 Penalty: 5263.889648
	Iteration 9F: 3 clusters Score -7278822 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -7280499.000000 Penalty: 5263.889648
	Iteration 10F: 3 clusters Score -7280499 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -7282286.500000 Penalty: 5263.889648
	Iteration 11F: 3 clusters Score -7282286 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -7284038.000000 Penalty: 5263.889648
	Iteration 12F: 3 clusters Score -7284038 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7285506.500000 Penalty: 5263.889648
	Iteration 13Q: 3 clusters Score -7285506 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7286554.500000 Penalty: 5263.889648
	Iteration 14Q: 3 clusters Score -7286554 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7287276.000000 Penalty: 5263.889648
	Iteration 15Q: 3 clusters Score -7287276 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7287723.500000 Penalty: 5263.889648
	Iteration 16Q: 3 clusters Score -7287724 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7287956.500000 Penalty: 5263.889648
	Iteration 17Q: 3 clusters Score -7287956 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7288095.000000 Penalty: 5263.889648
	Iteration 18Q: 3 clusters Score -7288095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7288172.000000 Penalty: 5263.889648
	Iteration 19Q: 3 clusters Score -7288172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7288209.500000 Penalty: 5263.889648
	Iteration 20F: 3 clusters Score -7288210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7288254.000000 Penalty: 5263.889648
	Iteration 21Q: 3 clusters Score -7288254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7288269.500000 Penalty: 5263.889648
	Iteration 22Q: 3 clusters Score -7288270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7288285.000000 Penalty: 5263.889648
	Iteration 23Q: 3 clusters Score -7288285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7288302.000000 Penalty: 5263.889648
	Iteration 24Q: 3 clusters Score -7288302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7288307.000000 Penalty: 5263.889648
	Iteration 25Q: 3 clusters Score -7288307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7288307.000000 Penalty: 5263.889648
	Iteration 26Q: 3 clusters Score -7288307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7288308.500000 Penalty: 5263.889648
	Iteration 27Q: 3 clusters Score -7288308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7288308.500000 Penalty: 5263.889648
	Iteration 28F: 3 clusters Score -7288308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Entering Unmasked Estep 
Score: -7474890.000000 Penalty: 2639.811279
	Iteration 0F: 2 clusters Score -7474890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -7446782.000000 Penalty: 5279.622559
	Iteration 0F: 3 clusters Score -7446782 nChanged 19374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -7457557.500000 Penalty: 5279.622559
	Iteration 1F: 3 clusters Score -7457558 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -7458308.000000 Penalty: 5279.622559
	Iteration 2Q: 3 clusters Score -7458308 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -7459403.000000 Penalty: 5279.622559
	Iteration 3F: 3 clusters Score -7459403 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -7461067.500000 Penalty: 5279.622559
	Iteration 4F: 3 clusters Score -7461068 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -7463317.000000 Penalty: 5279.622559
	Iteration 5F: 3 clusters Score -7463317 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -7465790.500000 Penalty: 5279.622559
	Iteration 6F: 3 clusters Score -7465790 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -7467948.000000 Penalty: 5279.622559
	Iteration 7F: 3 clusters Score -7467948 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -7469659.500000 Penalty: 5279.622559
	Iteration 8F: 3 clusters Score -7469660 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7470912.500000 Penalty: 5279.622559
	Iteration 9Q: 3 clusters Score -7470912 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7471756.500000 Penalty: 5279.622559
	Iteration 10Q: 3 clusters Score -7471756 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7472293.000000 Penalty: 5279.622559
	Iteration 11Q: 3 clusters Score -7472293 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7472595.500000 Penalty: 5279.622559
	Iteration 12Q: 3 clusters Score -7472596 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7472809.500000 Penalty: 5279.622559
	Iteration 13Q: 3 clusters Score -7472810 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7472905.500000 Penalty: 5279.622559
	Iteration 14Q: 3 clusters Score -7472906 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7472980.500000 Penalty: 5279.622559
	Iteration 15Q: 3 clusters Score -7472980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7473024.500000 Penalty: 5279.622559
	Iteration 16Q: 3 clusters Score -7473024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7473081.500000 Penalty: 5279.622559
	Iteration 17Q: 3 clusters Score -7473082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7473101.500000 Penalty: 5279.622559
	Iteration 18Q: 3 clusters Score -7473102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7473108.000000 Penalty: 5279.622559
	Iteration 19Q: 3 clusters Score -7473108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7473120.000000 Penalty: 5279.622559
	Iteration 20F: 3 clusters Score -7473120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7473115.000000 Penalty: 5279.622559
	Iteration 21Q: 3 clusters Score -7473115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7473119.000000 Penalty: 5279.622559
	Iteration 22Q: 3 clusters Score -7473119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7473114.000000 Penalty: 5279.622559
	Iteration 23Q: 3 clusters Score -7473114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7473122.500000 Penalty: 5279.622559
	Iteration 24Q: 3 clusters Score -7473122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7473132.000000 Penalty: 5279.622559
	Iteration 25Q: 3 clusters Score -7473132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7473127.500000 Penalty: 5279.622559
	Iteration 26Q: 3 clusters Score -7473128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7473125.000000 Penalty: 5279.622559
	Iteration 27Q: 3 clusters Score -7473125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7473123.500000 Penalty: 5279.622559
	Iteration 28Q: 3 clusters Score -7473124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7473129.000000 Penalty: 5279.622559
	Iteration 29Q: 3 clusters Score -7473129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7473129.000000 Penalty: 5279.622559
	Iteration 30F: 3 clusters Score -7473129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Entering Unmasked Estep 
Score: -8630795.000000 Penalty: 2672.746826
	Iteration 0F: 2 clusters Score -8630795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -8600630.000000 Penalty: 5345.493652
	Iteration 0F: 3 clusters Score -8600630 nChanged 22196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8612875.000000 Penalty: 5345.493652
	Iteration 1F: 3 clusters Score -8612875 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8613352.000000 Penalty: 5345.493652
	Iteration 2Q: 3 clusters Score -8613352 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -8613762.000000 Penalty: 5345.493652
	Iteration 3Q: 3 clusters Score -8613762 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -8614131.000000 Penalty: 5345.493652
	Iteration 4Q: 3 clusters Score -8614131 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -8614450.000000 Penalty: 5345.493652
	Iteration 5Q: 3 clusters Score -8614450 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8614827.000000 Penalty: 5345.493652
	Iteration 6Q: 3 clusters Score -8614827 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8615178.000000 Penalty: 5345.493652
	Iteration 7Q: 3 clusters Score -8615178 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -8615524.000000 Penalty: 5345.493652
	Iteration 8Q: 3 clusters Score -8615524 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8615764.000000 Penalty: 5345.493652
	Iteration 9Q: 3 clusters Score -8615764 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -8616060.000000 Penalty: 5345.493652
	Iteration 10Q: 3 clusters Score -8616060 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -8616438.000000 Penalty: 5345.493652
	Iteration 11Q: 3 clusters Score -8616438 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -8616861.000000 Penalty: 5345.493652
	Iteration 12Q: 3 clusters Score -8616861 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -8617281.000000 Penalty: 5345.493652
	Iteration 13Q: 3 clusters Score -8617281 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -8617796.000000 Penalty: 5345.493652
	Iteration 14Q: 3 clusters Score -8617796 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -8618446.000000 Penalty: 5345.493652
	Iteration 15Q: 3 clusters Score -8618446 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -8619279.000000 Penalty: 5345.493652
	Iteration 16Q: 3 clusters Score -8619279 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -8620316.000000 Penalty: 5345.493652
	Iteration 17Q: 3 clusters Score -8620316 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -8621617.000000 Penalty: 5345.493652
	Iteration 18Q: 3 clusters Score -8621617 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -8623104.000000 Penalty: 5345.493652
	Iteration 19F: 3 clusters Score -8623104 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -8624682.000000 Penalty: 5345.493652
	Iteration 20F: 3 clusters Score -8624682 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -8626097.000000 Penalty: 5345.493652
	Iteration 21Q: 3 clusters Score -8626097 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8627118.000000 Penalty: 5345.493652
	Iteration 22Q: 3 clusters Score -8627118 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8627656.000000 Penalty: 5345.493652
	Iteration 23Q: 3 clusters Score -8627656 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8627979.000000 Penalty: 5345.493652
	Iteration 24Q: 3 clusters Score -8627979 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8628214.000000 Penalty: 5345.493652
	Iteration 25Q: 3 clusters Score -8628214 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8628354.000000 Penalty: 5345.493652
	Iteration 26Q: 3 clusters Score -8628354 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8628440.000000 Penalty: 5345.493652
	Iteration 27Q: 3 clusters Score -8628440 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8628518.000000 Penalty: 5345.493652
	Iteration 28Q: 3 clusters Score -8628518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8628553.000000 Penalty: 5345.493652
	Iteration 29Q: 3 clusters Score -8628553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8628593.000000 Penalty: 5345.493652
	Iteration 30Q: 3 clusters Score -8628593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8628619.000000 Penalty: 5345.493652
	Iteration 31Q: 3 clusters Score -8628619 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8628633.000000 Penalty: 5345.493652
	Iteration 32Q: 3 clusters Score -8628633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8628643.000000 Penalty: 5345.493652
	Iteration 33Q: 3 clusters Score -8628643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8628657.000000 Penalty: 5345.493652
	Iteration 34Q: 3 clusters Score -8628657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8628654.000000 Penalty: 5345.493652
	Iteration 35Q: 3 clusters Score -8628654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8628653.000000 Penalty: 5345.493652
	Iteration 36Q: 3 clusters Score -8628653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8628661.000000 Penalty: 5345.493652
	Iteration 37Q: 3 clusters Score -8628661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8628673.000000 Penalty: 5345.493652
	Iteration 38Q: 3 clusters Score -8628673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8628679.000000 Penalty: 5345.493652
	Iteration 39Q: 3 clusters Score -8628679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8628676.000000 Penalty: 5345.493652
	Iteration 40F: 3 clusters Score -8628676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8628675.000000 Penalty: 5345.493652
	Iteration 41Q: 3 clusters Score -8628675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8628675.000000 Penalty: 5345.493652
	Iteration 42Q: 3 clusters Score -8628675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8628683.000000 Penalty: 5345.493652
	Iteration 43Q: 3 clusters Score -8628683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8628680.000000 Penalty: 5345.493652
	Iteration 44Q: 3 clusters Score -8628680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8628692.000000 Penalty: 5345.493652
	Iteration 45Q: 3 clusters Score -8628692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8628694.000000 Penalty: 5345.493652
	Iteration 46Q: 3 clusters Score -8628694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8628696.000000 Penalty: 5345.493652
	Iteration 47Q: 3 clusters Score -8628696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8628696.000000 Penalty: 5345.493652
	Iteration 48Q: 3 clusters Score -8628696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8628701.000000 Penalty: 5345.493652
	Iteration 49Q: 3 clusters Score -8628701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8628699.000000 Penalty: 5345.493652
	Iteration 50Q: 3 clusters Score -8628699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8628704.000000 Penalty: 5345.493652
	Iteration 51Q: 3 clusters Score -8628704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8628697.000000 Penalty: 5345.493652
	Iteration 52Q: 3 clusters Score -8628697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8628698.000000 Penalty: 5345.493652
	Iteration 53Q: 3 clusters Score -8628698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8628702.000000 Penalty: 5345.493652
	Iteration 54Q: 3 clusters Score -8628702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8628702.000000 Penalty: 5345.493652
	Iteration 55Q: 3 clusters Score -8628702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8628708.000000 Penalty: 5345.493652
	Iteration 56Q: 3 clusters Score -8628708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8628702.000000 Penalty: 5345.493652
	Iteration 57Q: 3 clusters Score -8628702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8628696.000000 Penalty: 5345.493652
	Iteration 58Q: 3 clusters Score -8628696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8628702.000000 Penalty: 5345.493652
	Iteration 59Q: 3 clusters Score -8628702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8628700.000000 Penalty: 5345.493652
	Iteration 60F: 3 clusters Score -8628700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8628707.000000 Penalty: 5345.493652
	Iteration 61Q: 3 clusters Score -8628707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8628713.000000 Penalty: 5345.493652
	Iteration 62Q: 3 clusters Score -8628713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8628717.000000 Penalty: 5345.493652
	Iteration 63Q: 3 clusters Score -8628717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8628716.000000 Penalty: 5345.493652
	Iteration 64Q: 3 clusters Score -8628716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8628723.000000 Penalty: 5345.493652
	Iteration 65Q: 3 clusters Score -8628723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8628726.000000 Penalty: 5345.493652
	Iteration 66Q: 3 clusters Score -8628726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8628732.000000 Penalty: 5345.493652
	Iteration 67Q: 3 clusters Score -8628732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8628734.000000 Penalty: 5345.493652
	Iteration 68Q: 3 clusters Score -8628734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8628737.000000 Penalty: 5345.493652
	Iteration 69Q: 3 clusters Score -8628737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8628737.000000 Penalty: 5345.493652
	Iteration 70F: 3 clusters Score -8628737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Entering Unmasked Estep 
Score: -8930756.000000 Penalty: 2681.772705
	Iteration 0F: 2 clusters Score -8930756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -8899959.000000 Penalty: 5363.545410
	Iteration 0F: 3 clusters Score -8899959 nChanged 22936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -8912612.000000 Penalty: 5363.545410
	Iteration 1F: 3 clusters Score -8912612 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -8913095.000000 Penalty: 5363.545410
	Iteration 2Q: 3 clusters Score -8913095 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8913489.000000 Penalty: 5363.545410
	Iteration 3Q: 3 clusters Score -8913489 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8913897.000000 Penalty: 5363.545410
	Iteration 4Q: 3 clusters Score -8913897 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -8914245.000000 Penalty: 5363.545410
	Iteration 5Q: 3 clusters Score -8914245 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -8914573.000000 Penalty: 5363.545410
	Iteration 6Q: 3 clusters Score -8914573 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -8914950.000000 Penalty: 5363.545410
	Iteration 7Q: 3 clusters Score -8914950 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -8915389.000000 Penalty: 5363.545410
	Iteration 8Q: 3 clusters Score -8915389 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -8916050.000000 Penalty: 5363.545410
	Iteration 9Q: 3 clusters Score -8916050 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -8916886.000000 Penalty: 5363.545410
	Iteration 10Q: 3 clusters Score -8916886 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -8918133.000000 Penalty: 5363.545410
	Iteration 11Q: 3 clusters Score -8918133 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -8919776.000000 Penalty: 5363.545410
	Iteration 12Q: 3 clusters Score -8919776 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -8921032.000000 Penalty: 5363.545410
	Iteration 13Q: 3 clusters Score -8921032 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -8921663.000000 Penalty: 5363.545410
	Iteration 14Q: 3 clusters Score -8921663 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -8921793.000000 Penalty: 5363.545410
	Iteration 15Q: 3 clusters Score -8921793 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -8921854.000000 Penalty: 5363.545410
	Iteration 16Q: 3 clusters Score -8921854 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -8921902.000000 Penalty: 5363.545410
	Iteration 17Q: 3 clusters Score -8921902 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -8921936.000000 Penalty: 5363.545410
	Iteration 18Q: 3 clusters Score -8921936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -8921927.000000 Penalty: 5363.545410
	Iteration 19Q: 3 clusters Score -8921927 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -8921967.000000 Penalty: 5363.545410
	Iteration 20F: 3 clusters Score -8921967 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -8922014.000000 Penalty: 5363.545410
	Iteration 21Q: 3 clusters Score -8922014 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -8922031.000000 Penalty: 5363.545410
	Iteration 22Q: 3 clusters Score -8922031 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -8922059.000000 Penalty: 5363.545410
	Iteration 23Q: 3 clusters Score -8922059 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -8922076.000000 Penalty: 5363.545410
	Iteration 24Q: 3 clusters Score -8922076 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -8922090.000000 Penalty: 5363.545410
	Iteration 25Q: 3 clusters Score -8922090 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -8922126.000000 Penalty: 5363.545410
	Iteration 26Q: 3 clusters Score -8922126 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -8922160.000000 Penalty: 5363.545410
	Iteration 27Q: 3 clusters Score -8922160 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -8922199.000000 Penalty: 5363.545410
	Iteration 28Q: 3 clusters Score -8922199 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -8922205.000000 Penalty: 5363.545410
	Iteration 29Q: 3 clusters Score -8922205 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -8922254.000000 Penalty: 5363.545410
	Iteration 30Q: 3 clusters Score -8922254 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -8922298.000000 Penalty: 5363.545410
	Iteration 31Q: 3 clusters Score -8922298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -8922313.000000 Penalty: 5363.545410
	Iteration 32Q: 3 clusters Score -8922313 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -8922381.000000 Penalty: 5363.545410
	Iteration 33Q: 3 clusters Score -8922381 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -8922434.000000 Penalty: 5363.545410
	Iteration 34Q: 3 clusters Score -8922434 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -8922460.000000 Penalty: 5363.545410
	Iteration 35Q: 3 clusters Score -8922460 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -8922479.000000 Penalty: 5363.545410
	Iteration 36Q: 3 clusters Score -8922479 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -8922495.000000 Penalty: 5363.545410
	Iteration 37Q: 3 clusters Score -8922495 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -8922571.000000 Penalty: 5363.545410
	Iteration 38Q: 3 clusters Score -8922571 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -8922651.000000 Penalty: 5363.545410
	Iteration 39Q: 3 clusters Score -8922651 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -8922707.000000 Penalty: 5363.545410
	Iteration 40F: 3 clusters Score -8922707 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -8922747.000000 Penalty: 5363.545410
	Iteration 41Q: 3 clusters Score -8922747 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -8922860.000000 Penalty: 5363.545410
	Iteration 42Q: 3 clusters Score -8922860 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -8922908.000000 Penalty: 5363.545410
	Iteration 43Q: 3 clusters Score -8922908 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -8923022.000000 Penalty: 5363.545410
	Iteration 44Q: 3 clusters Score -8923022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -8923111.000000 Penalty: 5363.545410
	Iteration 45Q: 3 clusters Score -8923111 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8923234 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8923365 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8923560 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8923787 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8924074 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8924410 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8924798 nChanged 814
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Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8925105 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -8925499.000000 Penalty: 5363.545410
	Iteration 54Q: 3 clusters Score -8925499 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8925884 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -8926177.000000 Penalty: 5363.545410
	Iteration 56Q: 3 clusters Score -8926177 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -8926461.000000 Penalty: 5363.545410
	Iteration 57Q: 3 clusters Score -8926461 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -8926724.000000 Penalty: 5363.545410
	Iteration 58Q: 3 clusters Score -8926724 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -8926939.000000 Penalty: 5363.545410
	Iteration 59Q: 3 clusters Score -8926939 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -8927122.000000 Penalty: 5363.545410
	Iteration 60F: 3 clusters Score -8927122 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8927343.000000 Penalty: 5363.545410
	Iteration 61Q: 3 clusters Score -8927343 nChanged 508
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -8927479.000000 Penalty: 5363.545410
	Iteration 62Q: 3 clusters Score -8927479 nChanged 459
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8927592.000000 Penalty: 5363.545410
	Iteration 63Q: 3 clusters Score -8927592 nChanged 378
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -8927663.000000 Penalty: 5363.545410
	Iteration 64Q: 3 clusters Score -8927663 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -8927710.000000 Penalty: 5363.545410
	Iteration 65Q: 3 clusters Score -8927710 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -8927763.000000 Penalty: 5363.545410
	Iteration 66Q: 3 clusters Score -8927763 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -8927797.000000 Penalty: 5363.545410
	Iteration 67Q: 3 clusters Score -8927797 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8927835.000000 Penalty: 5363.545410
	Iteration 68Q: 3 clusters Score -8927835 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -8927814.000000 Penalty: 5363.545410
	Iteration 69Q: 3 clusters Score -8927814 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -8927847.000000 Penalty: 5363.545410
	Iteration 70Q: 3 clusters Score -8927847 nChanged 174
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Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -8927862.000000 Penalty: 5363.545410
	Iteration 71Q: 3 clusters Score -8927862 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -8927887.000000 Penalty: 5363.545410
	Iteration 72Q: 3 clusters Score -8927887 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -8927862.000000 Penalty: 5363.545410
	Iteration 73Q: 3 clusters Score -8927862 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -8927900.000000 Penalty: 5363.545410
	Iteration 74Q: 3 clusters Score -8927900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -8927928.000000 Penalty: 5363.545410
	Iteration 75Q: 3 clusters Score -8927928 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8927937.000000 Penalty: 5363.545410
	Iteration 76Q: 3 clusters Score -8927937 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -8927974.000000 Penalty: 5363.545410
	Iteration 77Q: 3 clusters Score -8927974 nChanged 130
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Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8927999 nChanged 97
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Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -8927993.000000 Penalty: 5363.545410
	Iteration 79Q: 3 clusters Score -8927993 nChanged 82
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Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -8927979.000000 Penalty: 5363.545410
	Iteration 80F: 3 clusters Score -8927979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -8928003.000000 Penalty: 5363.545410
	Iteration 81Q: 3 clusters Score -8928003 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -8928006.000000 Penalty: 5363.545410
	Iteration 82Q: 3 clusters Score -8928006 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -8928001.000000 Penalty: 5363.545410
	Iteration 83Q: 3 clusters Score -8928001 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -8927983.000000 Penalty: 5363.545410
	Iteration 84Q: 3 clusters Score -8927983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -8928001.000000 Penalty: 5363.545410
	Iteration 85Q: 3 clusters Score -8928001 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8928007.000000 Penalty: 5363.545410
	Iteration 86Q: 3 clusters Score -8928007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8928027.000000 Penalty: 5363.545410
	Iteration 87Q: 3 clusters Score -8928027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8928027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -8928017.000000 Penalty: 5363.545410
	Iteration 89Q: 3 clusters Score -8928017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -8928017.000000 Penalty: 5363.545410
	Iteration 90Q: 3 clusters Score -8928017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -8928019.000000 Penalty: 5363.545410
	Iteration 91Q: 3 clusters Score -8928019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -8928032.000000 Penalty: 5363.545410
	Iteration 92Q: 3 clusters Score -8928032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -8928055.000000 Penalty: 5363.545410
	Iteration 93Q: 3 clusters Score -8928055 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -8928049.000000 Penalty: 5363.545410
	Iteration 94Q: 3 clusters Score -8928049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -8928058.000000 Penalty: 5363.545410
	Iteration 95Q: 3 clusters Score -8928058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -8928062.000000 Penalty: 5363.545410
	Iteration 96Q: 3 clusters Score -8928062 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -8928056.000000 Penalty: 5363.545410
	Iteration 97Q: 3 clusters Score -8928056 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -8928042.000000 Penalty: 5363.545410
	Iteration 98Q: 3 clusters Score -8928042 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -8928040.000000 Penalty: 5363.545410
	Iteration 99Q: 3 clusters Score -8928040 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -8928045.000000 Penalty: 5363.545410
	Iteration 100F: 3 clusters Score -8928045 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -8928046.000000 Penalty: 5363.545410
	Iteration 101Q: 3 clusters Score -8928046 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8928056 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -8928053.000000 Penalty: 5363.545410
	Iteration 103Q: 3 clusters Score -8928053 nChanged 44
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Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8928058 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -8928063.000000 Penalty: 5363.545410
	Iteration 105Q: 3 clusters Score -8928063 nChanged 45
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Mstep: Class 1 contains 10746 members 
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Entering Unmasked Estep 
Score: -8928076.000000 Penalty: 5363.545410
	Iteration 106Q: 3 clusters Score -8928076 nChanged 43
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Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -8928075.000000 Penalty: 5363.545410
	Iteration 107Q: 3 clusters Score -8928075 nChanged 38
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Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -8928079.000000 Penalty: 5363.545410
	Iteration 108Q: 3 clusters Score -8928079 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8928074.000000 Penalty: 5363.545410
	Iteration 109Q: 3 clusters Score -8928074 nChanged 25
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Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -8928088.000000 Penalty: 5363.545410
	Iteration 110Q: 3 clusters Score -8928088 nChanged 21
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Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -8928102.000000 Penalty: 5363.545410
	Iteration 111Q: 3 clusters Score -8928102 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10631 members 
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Entering Unmasked Estep 
Score: -8928092.000000 Penalty: 5363.545410
	Iteration 112Q: 3 clusters Score -8928092 nChanged 15
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Mstep: Class 1 contains 10620 members 
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Entering Unmasked Estep 
Score: -8928101.000000 Penalty: 5363.545410
	Iteration 113Q: 3 clusters Score -8928101 nChanged 18
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Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -8928087.000000 Penalty: 5363.545410
	Iteration 114Q: 3 clusters Score -8928087 nChanged 19
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Entering Unmasked Estep 
Score: -8928082.000000 Penalty: 5363.545410
	Iteration 115Q: 3 clusters Score -8928082 nChanged 16
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Entering Unmasked Estep 
Score: -8928094.000000 Penalty: 5363.545410
	Iteration 116Q: 3 clusters Score -8928094 nChanged 15
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Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -8928096.000000 Penalty: 5363.545410
	Iteration 117Q: 3 clusters Score -8928096 nChanged 14
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Mstep: Class 1 contains 10568 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8928101 nChanged 18
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Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8928092 nChanged 14
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Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8928094 nChanged 12
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8928086 nChanged 22
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8928101 nChanged 29
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Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -8928095.000000 Penalty: 5363.545410
	Iteration 123Q: 3 clusters Score -8928095 nChanged 44
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	Iteration 124Q: 3 clusters Score -8928102 nChanged 29
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Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -8928092.000000 Penalty: 5363.545410
	Iteration 125Q: 3 clusters Score -8928092 nChanged 30
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Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8928108 nChanged 32
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8928101 nChanged 26
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Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8928108 nChanged 28
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8928096 nChanged 26
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Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8928090 nChanged 22
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8928104 nChanged 26
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8928103 nChanged 26
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	Iteration 133Q: 3 clusters Score -8928103 nChanged 27
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8928098 nChanged 26
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8928108 nChanged 33
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Mstep: Class 1 contains 10316 members 
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Entering Unmasked Estep 
Score: -8928116.000000 Penalty: 5363.545410
	Iteration 136Q: 3 clusters Score -8928116 nChanged 34
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8928118 nChanged 35
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Entering Unmasked Estep 
Score: -8928139.000000 Penalty: 5363.545410
	Iteration 138Q: 3 clusters Score -8928139 nChanged 50
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -8928150.000000 Penalty: 5363.545410
	Iteration 140F: 3 clusters Score -8928150 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8928160 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8928162.000000 Penalty: 5363.545410
	Iteration 142Q: 3 clusters Score -8928162 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8928172 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -8928178.000000 Penalty: 5363.545410
	Iteration 144Q: 3 clusters Score -8928178 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8928185 nChanged 45
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Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8928186 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8928177.000000 Penalty: 5363.545410
	Iteration 147Q: 3 clusters Score -8928177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8928171.000000 Penalty: 5363.545410
	Iteration 148Q: 3 clusters Score -8928171 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -8928167.000000 Penalty: 5363.545410
	Iteration 149Q: 3 clusters Score -8928167 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -8928163.000000 Penalty: 5363.545410
	Iteration 150Q: 3 clusters Score -8928163 nChanged 52
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Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8928162 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -8928139.000000 Penalty: 5363.545410
	Iteration 152Q: 3 clusters Score -8928139 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -8928144.000000 Penalty: 5363.545410
	Iteration 153Q: 3 clusters Score -8928144 nChanged 62
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Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8928152.000000 Penalty: 5363.545410
	Iteration 154Q: 3 clusters Score -8928152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -8928157.000000 Penalty: 5363.545410
	Iteration 155Q: 3 clusters Score -8928157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8928167.000000 Penalty: 5363.545410
	Iteration 156Q: 3 clusters Score -8928167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8928177.000000 Penalty: 5363.545410
	Iteration 157Q: 3 clusters Score -8928177 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -8928170.000000 Penalty: 5363.545410
	Iteration 158Q: 3 clusters Score -8928170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8928173.000000 Penalty: 5363.545410
	Iteration 159Q: 3 clusters Score -8928173 nChanged 53
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Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -8928166.000000 Penalty: 5363.545410
	Iteration 160F: 3 clusters Score -8928166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -8928178.000000 Penalty: 5363.545410
	Iteration 161Q: 3 clusters Score -8928178 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8928178 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -8928188.000000 Penalty: 5363.545410
	Iteration 163Q: 3 clusters Score -8928188 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -8928196.000000 Penalty: 5363.545410
	Iteration 164Q: 3 clusters Score -8928196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -8928186.000000 Penalty: 5363.545410
	Iteration 165Q: 3 clusters Score -8928186 nChanged 64
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Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8928189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -8928197.000000 Penalty: 5363.545410
	Iteration 167Q: 3 clusters Score -8928197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -8928230.000000 Penalty: 5363.545410
	Iteration 168Q: 3 clusters Score -8928230 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8928222.000000 Penalty: 5363.545410
	Iteration 169Q: 3 clusters Score -8928222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -8928212.000000 Penalty: 5363.545410
	Iteration 170Q: 3 clusters Score -8928212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -8928211.000000 Penalty: 5363.545410
	Iteration 171Q: 3 clusters Score -8928211 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -8928221.000000 Penalty: 5363.545410
	Iteration 172Q: 3 clusters Score -8928221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -8928210.000000 Penalty: 5363.545410
	Iteration 173Q: 3 clusters Score -8928210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -8928229.000000 Penalty: 5363.545410
	Iteration 174Q: 3 clusters Score -8928229 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8928234.000000 Penalty: 5363.545410
	Iteration 175Q: 3 clusters Score -8928234 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8928228.000000 Penalty: 5363.545410
	Iteration 176Q: 3 clusters Score -8928228 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8928228 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8928232.000000 Penalty: 5363.545410
	Iteration 178Q: 3 clusters Score -8928232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8928223.000000 Penalty: 5363.545410
	Iteration 179Q: 3 clusters Score -8928223 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8928220.000000 Penalty: 5363.545410
	Iteration 180F: 3 clusters Score -8928220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -8928233.000000 Penalty: 5363.545410
	Iteration 181Q: 3 clusters Score -8928233 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8928228.000000 Penalty: 5363.545410
	Iteration 182Q: 3 clusters Score -8928228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8928206.000000 Penalty: 5363.545410
	Iteration 183Q: 3 clusters Score -8928206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8928196.000000 Penalty: 5363.545410
	Iteration 184Q: 3 clusters Score -8928196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -8928173.000000 Penalty: 5363.545410
	Iteration 185Q: 3 clusters Score -8928173 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -8928152.000000 Penalty: 5363.545410
	Iteration 186Q: 3 clusters Score -8928152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -8928192.000000 Penalty: 5363.545410
	Iteration 187Q: 3 clusters Score -8928192 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8928191.000000 Penalty: 5363.545410
	Iteration 188Q: 3 clusters Score -8928191 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8928202.000000 Penalty: 5363.545410
	Iteration 189Q: 3 clusters Score -8928202 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8928194.000000 Penalty: 5363.545410
	Iteration 190Q: 3 clusters Score -8928194 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8928199.000000 Penalty: 5363.545410
	Iteration 191Q: 3 clusters Score -8928199 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8928199.000000 Penalty: 5363.545410
	Iteration 192Q: 3 clusters Score -8928199 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8928238.000000 Penalty: 5363.545410
	Iteration 193Q: 3 clusters Score -8928238 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8928216.000000 Penalty: 5363.545410
	Iteration 194Q: 3 clusters Score -8928216 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8928223.000000 Penalty: 5363.545410
	Iteration 195Q: 3 clusters Score -8928223 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8928233.000000 Penalty: 5363.545410
	Iteration 196Q: 3 clusters Score -8928233 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8928229.000000 Penalty: 5363.545410
	Iteration 197Q: 3 clusters Score -8928229 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8928266.000000 Penalty: 5363.545410
	Iteration 198Q: 3 clusters Score -8928266 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4692 members 
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Entering Unmasked Estep 
Score: -8928298.000000 Penalty: 5363.545410
	Iteration 199Q: 3 clusters Score -8928298 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8928311.000000 Penalty: 5363.545410
	Iteration 200F: 3 clusters Score -8928311 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8928320.000000 Penalty: 5363.545410
	Iteration 201Q: 3 clusters Score -8928320 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8928328.000000 Penalty: 5363.545410
	Iteration 202Q: 3 clusters Score -8928328 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -8928309.000000 Penalty: 5363.545410
	Iteration 203Q: 3 clusters Score -8928309 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -8928285.000000 Penalty: 5363.545410
	Iteration 204Q: 3 clusters Score -8928285 nChanged 159
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Mstep: Class 1 contains 3692 members 
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Entering Unmasked Estep 
Score: -8928292.000000 Penalty: 5363.545410
	Iteration 205Q: 3 clusters Score -8928292 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8928314.000000 Penalty: 5363.545410
	Iteration 206Q: 3 clusters Score -8928314 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -8928298.000000 Penalty: 5363.545410
	Iteration 207Q: 3 clusters Score -8928298 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8928332.000000 Penalty: 5363.545410
	Iteration 208Q: 3 clusters Score -8928332 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -8928330.000000 Penalty: 5363.545410
	Iteration 209Q: 3 clusters Score -8928330 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -8928352.000000 Penalty: 5363.545410
	Iteration 210Q: 3 clusters Score -8928352 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8928354.000000 Penalty: 5363.545410
	Iteration 211Q: 3 clusters Score -8928354 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -8928405.000000 Penalty: 5363.545410
	Iteration 212Q: 3 clusters Score -8928405 nChanged 138
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8928425.000000 Penalty: 5363.545410
	Iteration 213Q: 3 clusters Score -8928425 nChanged 138
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8928448.000000 Penalty: 5363.545410
	Iteration 214Q: 3 clusters Score -8928448 nChanged 126
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Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -8928442.000000 Penalty: 5363.545410
	Iteration 215Q: 3 clusters Score -8928442 nChanged 112
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Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8928450 nChanged 109
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Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -8928468.000000 Penalty: 5363.545410
	Iteration 217Q: 3 clusters Score -8928468 nChanged 104
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -8928482.000000 Penalty: 5363.545410
	Iteration 218Q: 3 clusters Score -8928482 nChanged 104
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Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8928492 nChanged 85
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Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -8928500.000000 Penalty: 5363.545410
	Iteration 220F: 3 clusters Score -8928500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -8928522.000000 Penalty: 5363.545410
	Iteration 221Q: 3 clusters Score -8928522 nChanged 78
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Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -8928524.000000 Penalty: 5363.545410
	Iteration 222Q: 3 clusters Score -8928524 nChanged 65
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Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -8928518.000000 Penalty: 5363.545410
	Iteration 223Q: 3 clusters Score -8928518 nChanged 54
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Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -8928532.000000 Penalty: 5363.545410
	Iteration 224Q: 3 clusters Score -8928532 nChanged 44
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -8928526.000000 Penalty: 5363.545410
	Iteration 225Q: 3 clusters Score -8928526 nChanged 46
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Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -8928531.000000 Penalty: 5363.545410
	Iteration 226Q: 3 clusters Score -8928531 nChanged 56
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Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -8928545.000000 Penalty: 5363.545410
	Iteration 227Q: 3 clusters Score -8928545 nChanged 45
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Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -8928543.000000 Penalty: 5363.545410
	Iteration 228Q: 3 clusters Score -8928543 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -8928541.000000 Penalty: 5363.545410
	Iteration 229Q: 3 clusters Score -8928541 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -8928559.000000 Penalty: 5363.545410
	Iteration 230Q: 3 clusters Score -8928559 nChanged 55
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Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -8928591.000000 Penalty: 5363.545410
	Iteration 231Q: 3 clusters Score -8928591 nChanged 57
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Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -8928600.000000 Penalty: 5363.545410
	Iteration 232Q: 3 clusters Score -8928600 nChanged 46
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Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -8928620.000000 Penalty: 5363.545410
	Iteration 233Q: 3 clusters Score -8928620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -8928659.000000 Penalty: 5363.545410
	Iteration 234Q: 3 clusters Score -8928659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -8928673.000000 Penalty: 5363.545410
	Iteration 235Q: 3 clusters Score -8928673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -8928661.000000 Penalty: 5363.545410
	Iteration 236Q: 3 clusters Score -8928661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -8928699.000000 Penalty: 5363.545410
	Iteration 237Q: 3 clusters Score -8928699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -8928710.000000 Penalty: 5363.545410
	Iteration 238Q: 3 clusters Score -8928710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -8928700.000000 Penalty: 5363.545410
	Iteration 239Q: 3 clusters Score -8928700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -8928707.000000 Penalty: 5363.545410
	Iteration 240F: 3 clusters Score -8928707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -8928695.000000 Penalty: 5363.545410
	Iteration 241Q: 3 clusters Score -8928695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -8928674.000000 Penalty: 5363.545410
	Iteration 242Q: 3 clusters Score -8928674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -8928665.000000 Penalty: 5363.545410
	Iteration 243Q: 3 clusters Score -8928665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -8928667.000000 Penalty: 5363.545410
	Iteration 244Q: 3 clusters Score -8928667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -8928668.000000 Penalty: 5363.545410
	Iteration 245Q: 3 clusters Score -8928668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -8928671.000000 Penalty: 5363.545410
	Iteration 246Q: 3 clusters Score -8928671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -8928669.000000 Penalty: 5363.545410
	Iteration 247Q: 3 clusters Score -8928669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -8928676.000000 Penalty: 5363.545410
	Iteration 248Q: 3 clusters Score -8928676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -8928673.000000 Penalty: 5363.545410
	Iteration 249Q: 3 clusters Score -8928673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -8928676.000000 Penalty: 5363.545410
	Iteration 250Q: 3 clusters Score -8928676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -8928680.000000 Penalty: 5363.545410
	Iteration 251Q: 3 clusters Score -8928680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -8928685.000000 Penalty: 5363.545410
	Iteration 252Q: 3 clusters Score -8928685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -8928681.000000 Penalty: 5363.545410
	Iteration 253Q: 3 clusters Score -8928681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -8928681.000000 Penalty: 5363.545410
	Iteration 254F: 3 clusters Score -8928681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Entering Unmasked Estep 
Score: -4295399.500000 Penalty: 2503.574219
	Iteration 0F: 2 clusters Score -4295400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4278640.500000 Penalty: 5007.148438
	Iteration 0F: 3 clusters Score -4278640 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4284315.500000 Penalty: 5007.148438
	Iteration 1F: 3 clusters Score -4284316 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4284725.500000 Penalty: 5007.148438
	Iteration 2Q: 3 clusters Score -4284726 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4285049.500000 Penalty: 5007.148438
	Iteration 3Q: 3 clusters Score -4285050 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4285333.500000 Penalty: 5007.148438
	Iteration 4Q: 3 clusters Score -4285334 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -4285623.500000 Penalty: 5007.148438
	Iteration 5Q: 3 clusters Score -4285624 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4285889.000000 Penalty: 5007.148438
	Iteration 6Q: 3 clusters Score -4285889 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4286248.000000 Penalty: 5007.148438
	Iteration 7Q: 3 clusters Score -4286248 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4286653.000000 Penalty: 5007.148438
	Iteration 8Q: 3 clusters Score -4286653 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4287170.000000 Penalty: 5007.148438
	Iteration 9Q: 3 clusters Score -4287170 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4287915.000000 Penalty: 5007.148438
	Iteration 10F: 3 clusters Score -4287915 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4288872.500000 Penalty: 5007.148438
	Iteration 11F: 3 clusters Score -4288872 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4290014.000000 Penalty: 5007.148438
	Iteration 12F: 3 clusters Score -4290014 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4291112.000000 Penalty: 5007.148438
	Iteration 13F: 3 clusters Score -4291112 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4291996.000000 Penalty: 5007.148438
	Iteration 14F: 3 clusters Score -4291996 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4292663.500000 Penalty: 5007.148438
	Iteration 15Q: 3 clusters Score -4292664 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4293101.500000 Penalty: 5007.148438
	Iteration 16Q: 3 clusters Score -4293102 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -4293394.000000 Penalty: 5007.148438
	Iteration 17Q: 3 clusters Score -4293394 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4293566.500000 Penalty: 5007.148438
	Iteration 18Q: 3 clusters Score -4293566 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4293717.500000 Penalty: 5007.148438
	Iteration 19Q: 3 clusters Score -4293718 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -4293785.000000 Penalty: 5007.148438
	Iteration 20F: 3 clusters Score -4293785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -4293845.000000 Penalty: 5007.148438
	Iteration 21Q: 3 clusters Score -4293845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4293872.000000 Penalty: 5007.148438
	Iteration 22Q: 3 clusters Score -4293872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4293883.500000 Penalty: 5007.148438
	Iteration 23Q: 3 clusters Score -4293884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4293914.500000 Penalty: 5007.148438
	Iteration 24Q: 3 clusters Score -4293914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4293930.000000 Penalty: 5007.148438
	Iteration 25Q: 3 clusters Score -4293930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4293932.500000 Penalty: 5007.148438
	Iteration 26Q: 3 clusters Score -4293932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4293930.000000 Penalty: 5007.148438
	Iteration 27Q: 3 clusters Score -4293930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4293931.500000 Penalty: 5007.148438
	Iteration 28Q: 3 clusters Score -4293932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4293937.500000 Penalty: 5007.148438
	Iteration 29Q: 3 clusters Score -4293938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4293946.000000 Penalty: 5007.148438
	Iteration 30Q: 3 clusters Score -4293946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4293946.500000 Penalty: 5007.148438
	Iteration 31Q: 3 clusters Score -4293946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -4293951.000000 Penalty: 5007.148438
	Iteration 32Q: 3 clusters Score -4293951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4293953.000000 Penalty: 5007.148438
	Iteration 33Q: 3 clusters Score -4293953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4293955.500000 Penalty: 5007.148438
	Iteration 34Q: 3 clusters Score -4293956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4293960.000000 Penalty: 5007.148438
	Iteration 35Q: 3 clusters Score -4293960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4293967.000000 Penalty: 5007.148438
	Iteration 36Q: 3 clusters Score -4293967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4293955.000000 Penalty: 5007.148438
	Iteration 37Q: 3 clusters Score -4293955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -4293959.000000 Penalty: 5007.148438
	Iteration 38Q: 3 clusters Score -4293959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4293959.000000 Penalty: 5007.148438
	Iteration 39Q: 3 clusters Score -4293959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4293962.500000 Penalty: 5007.148438
	Iteration 40F: 3 clusters Score -4293962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4293959.000000 Penalty: 5007.148438
	Iteration 41Q: 3 clusters Score -4293959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4293958.500000 Penalty: 5007.148438
	Iteration 42Q: 3 clusters Score -4293958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4293955.500000 Penalty: 5007.148438
	Iteration 43Q: 3 clusters Score -4293956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4293959.500000 Penalty: 5007.148438
	Iteration 44Q: 3 clusters Score -4293960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4293958.000000 Penalty: 5007.148438
	Iteration 45Q: 3 clusters Score -4293958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -4293969.500000 Penalty: 5007.148438
	Iteration 46Q: 3 clusters Score -4293970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4293965.000000 Penalty: 5007.148438
	Iteration 47Q: 3 clusters Score -4293965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4293967.500000 Penalty: 5007.148438
	Iteration 48Q: 3 clusters Score -4293968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4293969.000000 Penalty: 5007.148438
	Iteration 49Q: 3 clusters Score -4293969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4293969.000000 Penalty: 5007.148438
	Iteration 50F: 3 clusters Score -4293969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -209949.312500 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -209949.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -207871.687500 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -207871.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -208235.453125 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -208235.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -208464.187500 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -208464.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -208644.343750 Penalty: 3534.539307
	Iteration 3F: 3 clusters Score -208644.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -208828.859375 Penalty: 3534.539307
	Iteration 4F: 3 clusters Score -208828.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -208940.000000 Penalty: 3534.539307
	Iteration 5F: 3 clusters Score -208940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -209030.765625 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -209030.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -209087.531250 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -209087.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -209129.843750 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -209129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -209159.625000 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -209159.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -209184.390625 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -209184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -209207.781250 Penalty: 3534.539307
	Iteration 11Q: 3 clusters Score -209207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -209254.625000 Penalty: 3534.539307
	Iteration 12Q: 3 clusters Score -209254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -209274.906250 Penalty: 3534.539307
	Iteration 13Q: 3 clusters Score -209274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -209290.437500 Penalty: 3534.539307
	Iteration 14Q: 3 clusters Score -209290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -209303.625000 Penalty: 3534.539307
	Iteration 15Q: 3 clusters Score -209303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -209317.218750 Penalty: 3534.539307
	Iteration 16Q: 3 clusters Score -209317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -209333.671875 Penalty: 3534.539307
	Iteration 17Q: 3 clusters Score -209333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -209346.468750 Penalty: 3534.539307
	Iteration 18Q: 3 clusters Score -209346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -209352.671875 Penalty: 3534.539307
	Iteration 19Q: 3 clusters Score -209352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -209366.609375 Penalty: 3534.539307
	Iteration 20F: 3 clusters Score -209366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -209388.109375 Penalty: 3534.539307
	Iteration 21Q: 3 clusters Score -209388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -209412.296875 Penalty: 3534.539307
	Iteration 22Q: 3 clusters Score -209412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -209426.671875 Penalty: 3534.539307
	Iteration 23Q: 3 clusters Score -209426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -209437.703125 Penalty: 3534.539307
	Iteration 24Q: 3 clusters Score -209437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -209442.375000 Penalty: 3534.539307
	Iteration 25Q: 3 clusters Score -209442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -209442.984375 Penalty: 3534.539307
	Iteration 26Q: 3 clusters Score -209443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -209442.984375 Penalty: 3534.539307
	Iteration 27F: 3 clusters Score -209443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Entering Unmasked Estep 
Score: -7644445.000000 Penalty: 2645.103760
	Iteration 0F: 2 clusters Score -7644445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -7615922.000000 Penalty: 5290.207520
	Iteration 0F: 3 clusters Score -7615922 nChanged 19672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -7626974.500000 Penalty: 5290.207520
	Iteration 1F: 3 clusters Score -7626974 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7627953.500000 Penalty: 5290.207520
	Iteration 2Q: 3 clusters Score -7627954 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -7629339.000000 Penalty: 5290.207520
	Iteration 3F: 3 clusters Score -7629339 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -7631536.500000 Penalty: 5290.207520
	Iteration 4F: 3 clusters Score -7631536 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -7634580.000000 Penalty: 5290.207520
	Iteration 5F: 3 clusters Score -7634580 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -7637737.500000 Penalty: 5290.207520
	Iteration 6F: 3 clusters Score -7637738 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -7640245.500000 Penalty: 5290.207520
	Iteration 7F: 3 clusters Score -7640246 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -7641614.500000 Penalty: 5290.207520
	Iteration 8Q: 3 clusters Score -7641614 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -7642305.000000 Penalty: 5290.207520
	Iteration 9Q: 3 clusters Score -7642305 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -7642594.500000 Penalty: 5290.207520
	Iteration 10Q: 3 clusters Score -7642594 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -7642774.500000 Penalty: 5290.207520
	Iteration 11Q: 3 clusters Score -7642774 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -7642889.500000 Penalty: 5290.207520
	Iteration 12Q: 3 clusters Score -7642890 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -7643020.000000 Penalty: 5290.207520
	Iteration 13Q: 3 clusters Score -7643020 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -7643103.000000 Penalty: 5290.207520
	Iteration 14Q: 3 clusters Score -7643103 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -7643187.500000 Penalty: 5290.207520
	Iteration 15Q: 3 clusters Score -7643188 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -7643284.500000 Penalty: 5290.207520
	Iteration 16Q: 3 clusters Score -7643284 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -7643334.000000 Penalty: 5290.207520
	Iteration 17Q: 3 clusters Score -7643334 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -7643384.000000 Penalty: 5290.207520
	Iteration 18Q: 3 clusters Score -7643384 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -7643410.500000 Penalty: 5290.207520
	Iteration 19Q: 3 clusters Score -7643410 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7643461.000000 Penalty: 5290.207520
	Iteration 20F: 3 clusters Score -7643461 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -7643510.000000 Penalty: 5290.207520
	Iteration 21Q: 3 clusters Score -7643510 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -7643553.000000 Penalty: 5290.207520
	Iteration 22Q: 3 clusters Score -7643553 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7643591.500000 Penalty: 5290.207520
	Iteration 23Q: 3 clusters Score -7643592 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -7643642.000000 Penalty: 5290.207520
	Iteration 24Q: 3 clusters Score -7643642 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -7643659.000000 Penalty: 5290.207520
	Iteration 25Q: 3 clusters Score -7643659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7643696.000000 Penalty: 5290.207520
	Iteration 26Q: 3 clusters Score -7643696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -7643716.000000 Penalty: 5290.207520
	Iteration 27Q: 3 clusters Score -7643716 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -7643739.000000 Penalty: 5290.207520
	Iteration 28Q: 3 clusters Score -7643739 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7643744.500000 Penalty: 5290.207520
	Iteration 29Q: 3 clusters Score -7643744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -7643770.000000 Penalty: 5290.207520
	Iteration 30Q: 3 clusters Score -7643770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -7643783.000000 Penalty: 5290.207520
	Iteration 31Q: 3 clusters Score -7643783 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -7643808.500000 Penalty: 5290.207520
	Iteration 32Q: 3 clusters Score -7643808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -7643830.500000 Penalty: 5290.207520
	Iteration 33Q: 3 clusters Score -7643830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -7643841.500000 Penalty: 5290.207520
	Iteration 34Q: 3 clusters Score -7643842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7643861.000000 Penalty: 5290.207520
	Iteration 35Q: 3 clusters Score -7643861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -7643865.500000 Penalty: 5290.207520
	Iteration 36Q: 3 clusters Score -7643866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -7643870.000000 Penalty: 5290.207520
	Iteration 37Q: 3 clusters Score -7643870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -7643866.000000 Penalty: 5290.207520
	Iteration 38Q: 3 clusters Score -7643866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -7643877.000000 Penalty: 5290.207520
	Iteration 39Q: 3 clusters Score -7643877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7643876.500000 Penalty: 5290.207520
	Iteration 40F: 3 clusters Score -7643876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7643878.500000 Penalty: 5290.207520
	Iteration 41Q: 3 clusters Score -7643878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -7643876.500000 Penalty: 5290.207520
	Iteration 42Q: 3 clusters Score -7643876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -7643878.500000 Penalty: 5290.207520
	Iteration 43Q: 3 clusters Score -7643878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7643883.500000 Penalty: 5290.207520
	Iteration 44Q: 3 clusters Score -7643884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7643893.000000 Penalty: 5290.207520
	Iteration 45Q: 3 clusters Score -7643893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -7643894.500000 Penalty: 5290.207520
	Iteration 46Q: 3 clusters Score -7643894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7643908.500000 Penalty: 5290.207520
	Iteration 47Q: 3 clusters Score -7643908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -7643910.000000 Penalty: 5290.207520
	Iteration 48Q: 3 clusters Score -7643910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7643907.500000 Penalty: 5290.207520
	Iteration 49Q: 3 clusters Score -7643908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -7643926.000000 Penalty: 5290.207520
	Iteration 50Q: 3 clusters Score -7643926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -7643932.500000 Penalty: 5290.207520
	Iteration 51Q: 3 clusters Score -7643932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -7643922.500000 Penalty: 5290.207520
	Iteration 52Q: 3 clusters Score -7643922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -7643926.000000 Penalty: 5290.207520
	Iteration 53Q: 3 clusters Score -7643926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -7643934.000000 Penalty: 5290.207520
	Iteration 54Q: 3 clusters Score -7643934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7643936.000000 Penalty: 5290.207520
	Iteration 55Q: 3 clusters Score -7643936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -7643925.000000 Penalty: 5290.207520
	Iteration 56Q: 3 clusters Score -7643925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -7643940.500000 Penalty: 5290.207520
	Iteration 57Q: 3 clusters Score -7643940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -7643934.500000 Penalty: 5290.207520
	Iteration 58Q: 3 clusters Score -7643934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -7643930.500000 Penalty: 5290.207520
	Iteration 59Q: 3 clusters Score -7643930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -7643933.500000 Penalty: 5290.207520
	Iteration 60F: 3 clusters Score -7643934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7643931.500000 Penalty: 5290.207520
	Iteration 61Q: 3 clusters Score -7643932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7643941.500000 Penalty: 5290.207520
	Iteration 62Q: 3 clusters Score -7643942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -7643933.000000 Penalty: 5290.207520
	Iteration 63Q: 3 clusters Score -7643933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7643935.500000 Penalty: 5290.207520
	Iteration 64Q: 3 clusters Score -7643936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7643935.500000 Penalty: 5290.207520
	Iteration 65F: 3 clusters Score -7643936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (69448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Entering Unmasked Estep 
Score: -12237940.000000 Penalty: 2764.786621
	Iteration 0F: 2 clusters Score -1.223794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -12196108.000000 Penalty: 5529.573242
	Iteration 0F: 3 clusters Score -1.219611e+07 nChanged 32461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -12214102.000000 Penalty: 5529.573242
	Iteration 1F: 3 clusters Score -1.22141e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -12214790.000000 Penalty: 5529.573242
	Iteration 2Q: 3 clusters Score -1.221479e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -12215383.000000 Penalty: 5529.573242
	Iteration 3Q: 3 clusters Score -1.221538e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -12216107.000000 Penalty: 5529.573242
	Iteration 4Q: 3 clusters Score -1.221611e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -12217002.000000 Penalty: 5529.573242
	Iteration 5Q: 3 clusters Score -1.2217e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -12218262.000000 Penalty: 5529.573242
	Iteration 6Q: 3 clusters Score -1.221826e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -12220161.000000 Penalty: 5529.573242
	Iteration 7F: 3 clusters Score -1.222016e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -12222840.000000 Penalty: 5529.573242
	Iteration 8F: 3 clusters Score -1.222284e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -12225791.000000 Penalty: 5529.573242
	Iteration 9F: 3 clusters Score -1.222579e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -12228580.000000 Penalty: 5529.573242
	Iteration 10F: 3 clusters Score -1.222858e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -12230564.000000 Penalty: 5529.573242
	Iteration 11Q: 3 clusters Score -1.223056e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -12231657.000000 Penalty: 5529.573242
	Iteration 12Q: 3 clusters Score -1.223166e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -12232255.000000 Penalty: 5529.573242
	Iteration 13Q: 3 clusters Score -1.223226e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -12232537.000000 Penalty: 5529.573242
	Iteration 14Q: 3 clusters Score -1.223254e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -12232800.000000 Penalty: 5529.573242
	Iteration 15Q: 3 clusters Score -1.22328e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -12233056.000000 Penalty: 5529.573242
	Iteration 16Q: 3 clusters Score -1.223306e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -12233258.000000 Penalty: 5529.573242
	Iteration 17Q: 3 clusters Score -1.223326e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -12233408.000000 Penalty: 5529.573242
	Iteration 18Q: 3 clusters Score -1.223341e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -12233511.000000 Penalty: 5529.573242
	Iteration 19Q: 3 clusters Score -1.223351e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -12233699.000000 Penalty: 5529.573242
	Iteration 20F: 3 clusters Score -1.22337e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -12233813.000000 Penalty: 5529.573242
	Iteration 21Q: 3 clusters Score -1.223381e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -12233929.000000 Penalty: 5529.573242
	Iteration 22Q: 3 clusters Score -1.223393e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -12234073.000000 Penalty: 5529.573242
	Iteration 23Q: 3 clusters Score -1.223407e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -12234203.000000 Penalty: 5529.573242
	Iteration 24Q: 3 clusters Score -1.22342e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -12234267.000000 Penalty: 5529.573242
	Iteration 25Q: 3 clusters Score -1.223427e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -12234354.000000 Penalty: 5529.573242
	Iteration 26Q: 3 clusters Score -1.223435e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -12234422.000000 Penalty: 5529.573242
	Iteration 27Q: 3 clusters Score -1.223442e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -12234526.000000 Penalty: 5529.573242
	Iteration 28Q: 3 clusters Score -1.223453e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -12234630.000000 Penalty: 5529.573242
	Iteration 29Q: 3 clusters Score -1.223463e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -12234672.000000 Penalty: 5529.573242
	Iteration 30Q: 3 clusters Score -1.223467e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -12234742.000000 Penalty: 5529.573242
	Iteration 31Q: 3 clusters Score -1.223474e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -12234724.000000 Penalty: 5529.573242
	Iteration 32Q: 3 clusters Score -1.223472e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -12234793.000000 Penalty: 5529.573242
	Iteration 33Q: 3 clusters Score -1.223479e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -12234825.000000 Penalty: 5529.573242
	Iteration 34Q: 3 clusters Score -1.223482e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -12234834.000000 Penalty: 5529.573242
	Iteration 35Q: 3 clusters Score -1.223483e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -12234876.000000 Penalty: 5529.573242
	Iteration 36Q: 3 clusters Score -1.223488e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -12234914.000000 Penalty: 5529.573242
	Iteration 37Q: 3 clusters Score -1.223491e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -12234942.000000 Penalty: 5529.573242
	Iteration 38Q: 3 clusters Score -1.223494e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -12234992.000000 Penalty: 5529.573242
	Iteration 39Q: 3 clusters Score -1.223499e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -12235013.000000 Penalty: 5529.573242
	Iteration 40F: 3 clusters Score -1.223501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -12235036.000000 Penalty: 5529.573242
	Iteration 41Q: 3 clusters Score -1.223504e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -12235054.000000 Penalty: 5529.573242
	Iteration 42Q: 3 clusters Score -1.223505e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -12235083.000000 Penalty: 5529.573242
	Iteration 43Q: 3 clusters Score -1.223508e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -12235110.000000 Penalty: 5529.573242
	Iteration 44Q: 3 clusters Score -1.223511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -12235138.000000 Penalty: 5529.573242
	Iteration 45Q: 3 clusters Score -1.223514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -12235141.000000 Penalty: 5529.573242
	Iteration 46Q: 3 clusters Score -1.223514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -12235145.000000 Penalty: 5529.573242
	Iteration 47Q: 3 clusters Score -1.223514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -12235167.000000 Penalty: 5529.573242
	Iteration 48Q: 3 clusters Score -1.223517e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -12235194.000000 Penalty: 5529.573242
	Iteration 49Q: 3 clusters Score -1.223519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -12235209.000000 Penalty: 5529.573242
	Iteration 50Q: 3 clusters Score -1.223521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -12235212.000000 Penalty: 5529.573242
	Iteration 51Q: 3 clusters Score -1.223521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -12235220.000000 Penalty: 5529.573242
	Iteration 52Q: 3 clusters Score -1.223522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -12235224.000000 Penalty: 5529.573242
	Iteration 53Q: 3 clusters Score -1.223522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -12235238.000000 Penalty: 5529.573242
	Iteration 54Q: 3 clusters Score -1.223524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -12235243.000000 Penalty: 5529.573242
	Iteration 55Q: 3 clusters Score -1.223524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -12235232.000000 Penalty: 5529.573242
	Iteration 56Q: 3 clusters Score -1.223523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -12235240.000000 Penalty: 5529.573242
	Iteration 57Q: 3 clusters Score -1.223524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -12235237.000000 Penalty: 5529.573242
	Iteration 58Q: 3 clusters Score -1.223524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -12235248.000000 Penalty: 5529.573242
	Iteration 59Q: 3 clusters Score -1.223525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -12235249.000000 Penalty: 5529.573242
	Iteration 60F: 3 clusters Score -1.223525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -12235257.000000 Penalty: 5529.573242
	Iteration 61Q: 3 clusters Score -1.223526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -12235266.000000 Penalty: 5529.573242
	Iteration 62Q: 3 clusters Score -1.223527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -12235275.000000 Penalty: 5529.573242
	Iteration 63Q: 3 clusters Score -1.223528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -12235271.000000 Penalty: 5529.573242
	Iteration 64Q: 3 clusters Score -1.223527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -12235266.000000 Penalty: 5529.573242
	Iteration 65Q: 3 clusters Score -1.223527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -12235266.000000 Penalty: 5529.573242
	Iteration 66Q: 3 clusters Score -1.223527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -12235269.000000 Penalty: 5529.573242
	Iteration 67Q: 3 clusters Score -1.223527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -12235279.000000 Penalty: 5529.573242
	Iteration 68Q: 3 clusters Score -1.223528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -12235284.000000 Penalty: 5529.573242
	Iteration 69Q: 3 clusters Score -1.223528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -12235294.000000 Penalty: 5529.573242
	Iteration 70Q: 3 clusters Score -1.223529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -12235296.000000 Penalty: 5529.573242
	Iteration 71Q: 3 clusters Score -1.22353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -12235310.000000 Penalty: 5529.573242
	Iteration 72Q: 3 clusters Score -1.223531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -12235304.000000 Penalty: 5529.573242
	Iteration 73Q: 3 clusters Score -1.22353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -12235302.000000 Penalty: 5529.573242
	Iteration 74Q: 3 clusters Score -1.22353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -12235314.000000 Penalty: 5529.573242
	Iteration 75Q: 3 clusters Score -1.223531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -12235321.000000 Penalty: 5529.573242
	Iteration 76Q: 3 clusters Score -1.223532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -12235323.000000 Penalty: 5529.573242
	Iteration 77Q: 3 clusters Score -1.223532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -12235335.000000 Penalty: 5529.573242
	Iteration 78Q: 3 clusters Score -1.223534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -12235317.000000 Penalty: 5529.573242
	Iteration 79Q: 3 clusters Score -1.223532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -12235322.000000 Penalty: 5529.573242
	Iteration 80F: 3 clusters Score -1.223532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -12235324.000000 Penalty: 5529.573242
	Iteration 81Q: 3 clusters Score -1.223532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -12235325.000000 Penalty: 5529.573242
	Iteration 82Q: 3 clusters Score -1.223532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -12235326.000000 Penalty: 5529.573242
	Iteration 83Q: 3 clusters Score -1.223533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -12235325.000000 Penalty: 5529.573242
	Iteration 84Q: 3 clusters Score -1.223532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -12235326.000000 Penalty: 5529.573242
	Iteration 85Q: 3 clusters Score -1.223533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -12235342.000000 Penalty: 5529.573242
	Iteration 86Q: 3 clusters Score -1.223534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -12235319.000000 Penalty: 5529.573242
	Iteration 87Q: 3 clusters Score -1.223532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -12235339.000000 Penalty: 5529.573242
	Iteration 88Q: 3 clusters Score -1.223534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -12235350.000000 Penalty: 5529.573242
	Iteration 89Q: 3 clusters Score -1.223535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -12235357.000000 Penalty: 5529.573242
	Iteration 90Q: 3 clusters Score -1.223536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -12235345.000000 Penalty: 5529.573242
	Iteration 91Q: 3 clusters Score -1.223534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -12235369.000000 Penalty: 5529.573242
	Iteration 92Q: 3 clusters Score -1.223537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -12235357.000000 Penalty: 5529.573242
	Iteration 93Q: 3 clusters Score -1.223536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -12235351.000000 Penalty: 5529.573242
	Iteration 94Q: 3 clusters Score -1.223535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -12235372.000000 Penalty: 5529.573242
	Iteration 95Q: 3 clusters Score -1.223537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -12235382.000000 Penalty: 5529.573242
	Iteration 96Q: 3 clusters Score -1.223538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -12235403.000000 Penalty: 5529.573242
	Iteration 97Q: 3 clusters Score -1.22354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -12235411.000000 Penalty: 5529.573242
	Iteration 98Q: 3 clusters Score -1.223541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -12235408.000000 Penalty: 5529.573242
	Iteration 99Q: 3 clusters Score -1.223541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -12235404.000000 Penalty: 5529.573242
	Iteration 100F: 3 clusters Score -1.22354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -12235410.000000 Penalty: 5529.573242
	Iteration 101Q: 3 clusters Score -1.223541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -12235408.000000 Penalty: 5529.573242
	Iteration 102Q: 3 clusters Score -1.223541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -12235410.000000 Penalty: 5529.573242
	Iteration 103Q: 3 clusters Score -1.223541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -12235405.000000 Penalty: 5529.573242
	Iteration 104Q: 3 clusters Score -1.22354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -12235410.000000 Penalty: 5529.573242
	Iteration 105Q: 3 clusters Score -1.223541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -12235425.000000 Penalty: 5529.573242
	Iteration 106Q: 3 clusters Score -1.223542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -12235418.000000 Penalty: 5529.573242
	Iteration 107Q: 3 clusters Score -1.223542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -12235421.000000 Penalty: 5529.573242
	Iteration 108Q: 3 clusters Score -1.223542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -12235427.000000 Penalty: 5529.573242
	Iteration 109Q: 3 clusters Score -1.223543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -12235429.000000 Penalty: 5529.573242
	Iteration 110Q: 3 clusters Score -1.223543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -12235430.000000 Penalty: 5529.573242
	Iteration 111Q: 3 clusters Score -1.223543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -12235427.000000 Penalty: 5529.573242
	Iteration 112Q: 3 clusters Score -1.223543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -12235436.000000 Penalty: 5529.573242
	Iteration 113Q: 3 clusters Score -1.223544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -12235437.000000 Penalty: 5529.573242
	Iteration 114Q: 3 clusters Score -1.223544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -12235443.000000 Penalty: 5529.573242
	Iteration 115Q: 3 clusters Score -1.223544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -12235443.000000 Penalty: 5529.573242
	Iteration 116F: 3 clusters Score -1.223544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Entering Unmasked Estep 
Score: -7341531.000000 Penalty: 2635.265869
	Iteration 0F: 2 clusters Score -7341531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7313851.500000 Penalty: 5270.531738
	Iteration 0F: 3 clusters Score -7313852 nChanged 18878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -7324743.500000 Penalty: 5270.531738
	Iteration 1F: 3 clusters Score -7324744 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -7325606.500000 Penalty: 5270.531738
	Iteration 2F: 3 clusters Score -7325606 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7326641.000000 Penalty: 5270.531738
	Iteration 3F: 3 clusters Score -7326641 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -7327898.000000 Penalty: 5270.531738
	Iteration 4F: 3 clusters Score -7327898 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -7329467.000000 Penalty: 5270.531738
	Iteration 5F: 3 clusters Score -7329467 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -7331418.000000 Penalty: 5270.531738
	Iteration 6F: 3 clusters Score -7331418 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -7333481.000000 Penalty: 5270.531738
	Iteration 7F: 3 clusters Score -7333481 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -7335239.500000 Penalty: 5270.531738
	Iteration 8F: 3 clusters Score -7335240 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -7336392.500000 Penalty: 5270.531738
	Iteration 9Q: 3 clusters Score -7336392 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -7337169.500000 Penalty: 5270.531738
	Iteration 10Q: 3 clusters Score -7337170 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -7337561.500000 Penalty: 5270.531738
	Iteration 11Q: 3 clusters Score -7337562 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -7337883.500000 Penalty: 5270.531738
	Iteration 12Q: 3 clusters Score -7337884 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -7338064.000000 Penalty: 5270.531738
	Iteration 13Q: 3 clusters Score -7338064 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -7338274.500000 Penalty: 5270.531738
	Iteration 14Q: 3 clusters Score -7338274 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -7338405.000000 Penalty: 5270.531738
	Iteration 15Q: 3 clusters Score -7338405 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -7338501.500000 Penalty: 5270.531738
	Iteration 16Q: 3 clusters Score -7338502 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -7338605.000000 Penalty: 5270.531738
	Iteration 17Q: 3 clusters Score -7338605 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7338708.500000 Penalty: 5270.531738
	Iteration 18Q: 3 clusters Score -7338708 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -7338790.500000 Penalty: 5270.531738
	Iteration 19Q: 3 clusters Score -7338790 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -7338860.500000 Penalty: 5270.531738
	Iteration 20F: 3 clusters Score -7338860 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -7338915.500000 Penalty: 5270.531738
	Iteration 21Q: 3 clusters Score -7338916 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -7338988.000000 Penalty: 5270.531738
	Iteration 22Q: 3 clusters Score -7338988 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -7339092.500000 Penalty: 5270.531738
	Iteration 23Q: 3 clusters Score -7339092 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7339207.000000 Penalty: 5270.531738
	Iteration 24Q: 3 clusters Score -7339207 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -7339266.000000 Penalty: 5270.531738
	Iteration 25Q: 3 clusters Score -7339266 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7339359.500000 Penalty: 5270.531738
	Iteration 26Q: 3 clusters Score -7339360 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -7339410.000000 Penalty: 5270.531738
	Iteration 27Q: 3 clusters Score -7339410 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -7339485.000000 Penalty: 5270.531738
	Iteration 28Q: 3 clusters Score -7339485 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7339542.000000 Penalty: 5270.531738
	Iteration 29Q: 3 clusters Score -7339542 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7339590.500000 Penalty: 5270.531738
	Iteration 30Q: 3 clusters Score -7339590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7339608.000000 Penalty: 5270.531738
	Iteration 31Q: 3 clusters Score -7339608 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -7339645.500000 Penalty: 5270.531738
	Iteration 32Q: 3 clusters Score -7339646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7339672.000000 Penalty: 5270.531738
	Iteration 33Q: 3 clusters Score -7339672 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7339694.000000 Penalty: 5270.531738
	Iteration 34Q: 3 clusters Score -7339694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -7339714.000000 Penalty: 5270.531738
	Iteration 35Q: 3 clusters Score -7339714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7339739.000000 Penalty: 5270.531738
	Iteration 36Q: 3 clusters Score -7339739 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7339738.500000 Penalty: 5270.531738
	Iteration 37Q: 3 clusters Score -7339738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7339748.000000 Penalty: 5270.531738
	Iteration 38Q: 3 clusters Score -7339748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7339768.500000 Penalty: 5270.531738
	Iteration 39Q: 3 clusters Score -7339768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7339779.000000 Penalty: 5270.531738
	Iteration 40F: 3 clusters Score -7339779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7339796.500000 Penalty: 5270.531738
	Iteration 41Q: 3 clusters Score -7339796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7339807.500000 Penalty: 5270.531738
	Iteration 42Q: 3 clusters Score -7339808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7339810.500000 Penalty: 5270.531738
	Iteration 43Q: 3 clusters Score -7339810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7339805.500000 Penalty: 5270.531738
	Iteration 44Q: 3 clusters Score -7339806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7339809.000000 Penalty: 5270.531738
	Iteration 45Q: 3 clusters Score -7339809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7339811.500000 Penalty: 5270.531738
	Iteration 46Q: 3 clusters Score -7339812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7339826.500000 Penalty: 5270.531738
	Iteration 47Q: 3 clusters Score -7339826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7339826.000000 Penalty: 5270.531738
	Iteration 48Q: 3 clusters Score -7339826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7339838.000000 Penalty: 5270.531738
	Iteration 49Q: 3 clusters Score -7339838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7339841.500000 Penalty: 5270.531738
	Iteration 50Q: 3 clusters Score -7339842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7339846.000000 Penalty: 5270.531738
	Iteration 51Q: 3 clusters Score -7339846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -7339847.500000 Penalty: 5270.531738
	Iteration 52Q: 3 clusters Score -7339848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7339843.000000 Penalty: 5270.531738
	Iteration 53Q: 3 clusters Score -7339843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7339857.000000 Penalty: 5270.531738
	Iteration 54Q: 3 clusters Score -7339857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7339862.500000 Penalty: 5270.531738
	Iteration 55Q: 3 clusters Score -7339862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7339861.500000 Penalty: 5270.531738
	Iteration 56Q: 3 clusters Score -7339862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7339867.000000 Penalty: 5270.531738
	Iteration 57Q: 3 clusters Score -7339867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7339870.500000 Penalty: 5270.531738
	Iteration 58Q: 3 clusters Score -7339870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7339857.500000 Penalty: 5270.531738
	Iteration 59Q: 3 clusters Score -7339858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7339859.000000 Penalty: 5270.531738
	Iteration 60F: 3 clusters Score -7339859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7339871.000000 Penalty: 5270.531738
	Iteration 61Q: 3 clusters Score -7339871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7339876.000000 Penalty: 5270.531738
	Iteration 62Q: 3 clusters Score -7339876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7339890.500000 Penalty: 5270.531738
	Iteration 63Q: 3 clusters Score -7339890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7339892.000000 Penalty: 5270.531738
	Iteration 64Q: 3 clusters Score -7339892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7339897.500000 Penalty: 5270.531738
	Iteration 65Q: 3 clusters Score -7339898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7339895.500000 Penalty: 5270.531738
	Iteration 66Q: 3 clusters Score -7339896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7339885.500000 Penalty: 5270.531738
	Iteration 67Q: 3 clusters Score -7339886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7339896.500000 Penalty: 5270.531738
	Iteration 68Q: 3 clusters Score -7339896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7339885.500000 Penalty: 5270.531738
	Iteration 69Q: 3 clusters Score -7339886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7339890.500000 Penalty: 5270.531738
	Iteration 70Q: 3 clusters Score -7339890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7339888.000000 Penalty: 5270.531738
	Iteration 71Q: 3 clusters Score -7339888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7339883.500000 Penalty: 5270.531738
	Iteration 72Q: 3 clusters Score -7339884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7339892.000000 Penalty: 5270.531738
	Iteration 73Q: 3 clusters Score -7339892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7339886.000000 Penalty: 5270.531738
	Iteration 74Q: 3 clusters Score -7339886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7339884.500000 Penalty: 5270.531738
	Iteration 75Q: 3 clusters Score -7339884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7339891.000000 Penalty: 5270.531738
	Iteration 76Q: 3 clusters Score -7339891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7339890.500000 Penalty: 5270.531738
	Iteration 77Q: 3 clusters Score -7339890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7339894.000000 Penalty: 5270.531738
	Iteration 78Q: 3 clusters Score -7339894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7339898.000000 Penalty: 5270.531738
	Iteration 79Q: 3 clusters Score -7339898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7339903.500000 Penalty: 5270.531738
	Iteration 80F: 3 clusters Score -7339904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7339904.500000 Penalty: 5270.531738
	Iteration 81Q: 3 clusters Score -7339904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7339902.000000 Penalty: 5270.531738
	Iteration 82Q: 3 clusters Score -7339902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7339896.500000 Penalty: 5270.531738
	Iteration 83Q: 3 clusters Score -7339896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7339906.000000 Penalty: 5270.531738
	Iteration 84Q: 3 clusters Score -7339906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7339905.500000 Penalty: 5270.531738
	Iteration 85Q: 3 clusters Score -7339906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7339901.000000 Penalty: 5270.531738
	Iteration 86Q: 3 clusters Score -7339901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7339900.000000 Penalty: 5270.531738
	Iteration 87Q: 3 clusters Score -7339900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7339905.000000 Penalty: 5270.531738
	Iteration 88Q: 3 clusters Score -7339905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7339900.500000 Penalty: 5270.531738
	Iteration 89Q: 3 clusters Score -7339900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7339897.500000 Penalty: 5270.531738
	Iteration 90Q: 3 clusters Score -7339898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7339893.000000 Penalty: 5270.531738
	Iteration 91Q: 3 clusters Score -7339893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7339893.000000 Penalty: 5270.531738
	Iteration 92F: 3 clusters Score -7339893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Entering Unmasked Estep 
Score: -7049848.500000 Penalty: 2621.279297
	Iteration 0F: 2 clusters Score -7049848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -7023648.000000 Penalty: 5242.558594
	Iteration 0F: 3 clusters Score -7023648 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7033292.500000 Penalty: 5242.558594
	Iteration 1F: 3 clusters Score -7033292 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -7033720.500000 Penalty: 5242.558594
	Iteration 2Q: 3 clusters Score -7033720 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -7034115.000000 Penalty: 5242.558594
	Iteration 3Q: 3 clusters Score -7034115 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -7034435.500000 Penalty: 5242.558594
	Iteration 4Q: 3 clusters Score -7034436 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -7034704.000000 Penalty: 5242.558594
	Iteration 5Q: 3 clusters Score -7034704 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -7035043.500000 Penalty: 5242.558594
	Iteration 6Q: 3 clusters Score -7035044 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -7035504.500000 Penalty: 5242.558594
	Iteration 7Q: 3 clusters Score -7035504 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -7036073.500000 Penalty: 5242.558594
	Iteration 8Q: 3 clusters Score -7036074 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -7037012.500000 Penalty: 5242.558594
	Iteration 9Q: 3 clusters Score -7037012 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -7038396.500000 Penalty: 5242.558594
	Iteration 10F: 3 clusters Score -7038396 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -7040367.000000 Penalty: 5242.558594
	Iteration 11F: 3 clusters Score -7040367 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -7042786.000000 Penalty: 5242.558594
	Iteration 12F: 3 clusters Score -7042786 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -7044988.000000 Penalty: 5242.558594
	Iteration 13F: 3 clusters Score -7044988 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7046372.500000 Penalty: 5242.558594
	Iteration 14Q: 3 clusters Score -7046372 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -7046982.500000 Penalty: 5242.558594
	Iteration 15Q: 3 clusters Score -7046982 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -7047236.500000 Penalty: 5242.558594
	Iteration 16Q: 3 clusters Score -7047236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -7047344.500000 Penalty: 5242.558594
	Iteration 17Q: 3 clusters Score -7047344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7047402.000000 Penalty: 5242.558594
	Iteration 18Q: 3 clusters Score -7047402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -7047455.000000 Penalty: 5242.558594
	Iteration 19Q: 3 clusters Score -7047455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7047465.500000 Penalty: 5242.558594
	Iteration 20F: 3 clusters Score -7047466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7047491.000000 Penalty: 5242.558594
	Iteration 21Q: 3 clusters Score -7047491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7047509.500000 Penalty: 5242.558594
	Iteration 22Q: 3 clusters Score -7047510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -7047522.500000 Penalty: 5242.558594
	Iteration 23Q: 3 clusters Score -7047522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -7047527.500000 Penalty: 5242.558594
	Iteration 24Q: 3 clusters Score -7047528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -7047536.500000 Penalty: 5242.558594
	Iteration 25Q: 3 clusters Score -7047536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7047546.500000 Penalty: 5242.558594
	Iteration 26Q: 3 clusters Score -7047546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7047550.500000 Penalty: 5242.558594
	Iteration 27Q: 3 clusters Score -7047550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7047553.000000 Penalty: 5242.558594
	Iteration 28Q: 3 clusters Score -7047553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -7047556.500000 Penalty: 5242.558594
	Iteration 29Q: 3 clusters Score -7047556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7047561.500000 Penalty: 5242.558594
	Iteration 30Q: 3 clusters Score -7047562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -7047568.500000 Penalty: 5242.558594
	Iteration 31Q: 3 clusters Score -7047568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -7047568.500000 Penalty: 5242.558594
	Iteration 32F: 3 clusters Score -7047568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -854333.875000 Penalty: 2107.961182
	Iteration 0F: 2 clusters Score -854333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -849943.750000 Penalty: 4215.922363
	Iteration 0F: 3 clusters Score -849943.8 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -851009.625000 Penalty: 4215.922363
	Iteration 1F: 3 clusters Score -851009.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -851276.687500 Penalty: 4215.922363
	Iteration 2F: 3 clusters Score -851276.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -851503.437500 Penalty: 4215.922363
	Iteration 3F: 3 clusters Score -851503.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -851645.875000 Penalty: 4215.922363
	Iteration 4Q: 3 clusters Score -851645.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -851749.687500 Penalty: 4215.922363
	Iteration 5Q: 3 clusters Score -851749.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -851859.937500 Penalty: 4215.922363
	Iteration 6Q: 3 clusters Score -851859.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -851963.312500 Penalty: 4215.922363
	Iteration 7Q: 3 clusters Score -851963.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -852053.687500 Penalty: 4215.922363
	Iteration 8Q: 3 clusters Score -852053.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -852139.375000 Penalty: 4215.922363
	Iteration 9Q: 3 clusters Score -852139.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -852212.062500 Penalty: 4215.922363
	Iteration 10Q: 3 clusters Score -852212.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -852296.062500 Penalty: 4215.922363
	Iteration 11Q: 3 clusters Score -852296.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -852377.500000 Penalty: 4215.922363
	Iteration 12Q: 3 clusters Score -852377.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -852470.125000 Penalty: 4215.922363
	Iteration 13Q: 3 clusters Score -852470.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -852562.687500 Penalty: 4215.922363
	Iteration 14Q: 3 clusters Score -852562.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -852671.937500 Penalty: 4215.922363
	Iteration 15Q: 3 clusters Score -852671.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -852795.187500 Penalty: 4215.922363
	Iteration 16Q: 3 clusters Score -852795.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -852923.375000 Penalty: 4215.922363
	Iteration 17Q: 3 clusters Score -852923.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -853040.750000 Penalty: 4215.922363
	Iteration 18Q: 3 clusters Score -853040.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -853142.437500 Penalty: 4215.922363
	Iteration 19Q: 3 clusters Score -853142.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -853226.062500 Penalty: 4215.922363
	Iteration 20F: 3 clusters Score -853226.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -853312.062500 Penalty: 4215.922363
	Iteration 21Q: 3 clusters Score -853312.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -853388.750000 Penalty: 4215.922363
	Iteration 22Q: 3 clusters Score -853388.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -853441.125000 Penalty: 4215.922363
	Iteration 23Q: 3 clusters Score -853441.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -853472.562500 Penalty: 4215.922363
	Iteration 24Q: 3 clusters Score -853472.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -853494.687500 Penalty: 4215.922363
	Iteration 25Q: 3 clusters Score -853494.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -853511.000000 Penalty: 4215.922363
	Iteration 26Q: 3 clusters Score -853511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -853521.750000 Penalty: 4215.922363
	Iteration 27Q: 3 clusters Score -853521.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -853530.875000 Penalty: 4215.922363
	Iteration 28Q: 3 clusters Score -853530.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -853533.437500 Penalty: 4215.922363
	Iteration 29Q: 3 clusters Score -853533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -853537.187500 Penalty: 4215.922363
	Iteration 30Q: 3 clusters Score -853537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -853539.250000 Penalty: 4215.922363
	Iteration 31Q: 3 clusters Score -853539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -853539.875000 Penalty: 4215.922363
	Iteration 32Q: 3 clusters Score -853539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -853541.750000 Penalty: 4215.922363
	Iteration 33Q: 3 clusters Score -853541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -853542.875000 Penalty: 4215.922363
	Iteration 34Q: 3 clusters Score -853542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -853543.187500 Penalty: 4215.922363
	Iteration 35Q: 3 clusters Score -853543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -853544.187500 Penalty: 4215.922363
	Iteration 36Q: 3 clusters Score -853544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -853550.562500 Penalty: 4215.922363
	Iteration 37Q: 3 clusters Score -853550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -853550.375000 Penalty: 4215.922363
	Iteration 38Q: 3 clusters Score -853550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -853552.187500 Penalty: 4215.922363
	Iteration 39Q: 3 clusters Score -853552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -853552.500000 Penalty: 4215.922363
	Iteration 40F: 3 clusters Score -853552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -853553.625000 Penalty: 4215.922363
	Iteration 41Q: 3 clusters Score -853553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -853553.625000 Penalty: 4215.922363
	Iteration 42F: 3 clusters Score -853553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Entering Unmasked Estep 
Score: -7773058.000000 Penalty: 2649.434326
	Iteration 0F: 2 clusters Score -7773058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -7744222.000000 Penalty: 5298.868652
	Iteration 0F: 3 clusters Score -7744222 nChanged 20163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -7755323.500000 Penalty: 5298.868652
	Iteration 1F: 3 clusters Score -7755324 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -7755821.500000 Penalty: 5298.868652
	Iteration 2Q: 3 clusters Score -7755822 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -7756211.000000 Penalty: 5298.868652
	Iteration 3Q: 3 clusters Score -7756211 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -7756802.500000 Penalty: 5298.868652
	Iteration 4Q: 3 clusters Score -7756802 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -7757376.500000 Penalty: 5298.868652
	Iteration 5Q: 3 clusters Score -7757376 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -7758161.000000 Penalty: 5298.868652
	Iteration 6Q: 3 clusters Score -7758161 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -7759296.500000 Penalty: 5298.868652
	Iteration 7Q: 3 clusters Score -7759296 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -7760746.000000 Penalty: 5298.868652
	Iteration 8F: 3 clusters Score -7760746 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -7762636.500000 Penalty: 5298.868652
	Iteration 9F: 3 clusters Score -7762636 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -7764839.500000 Penalty: 5298.868652
	Iteration 10F: 3 clusters Score -7764840 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -7766711.500000 Penalty: 5298.868652
	Iteration 11F: 3 clusters Score -7766712 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -7768192.500000 Penalty: 5298.868652
	Iteration 12Q: 3 clusters Score -7768192 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7769231.500000 Penalty: 5298.868652
	Iteration 13Q: 3 clusters Score -7769232 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7769884.000000 Penalty: 5298.868652
	Iteration 14Q: 3 clusters Score -7769884 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7770239.500000 Penalty: 5298.868652
	Iteration 15Q: 3 clusters Score -7770240 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7770406.500000 Penalty: 5298.868652
	Iteration 16Q: 3 clusters Score -7770406 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7770579.500000 Penalty: 5298.868652
	Iteration 17Q: 3 clusters Score -7770580 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7770666.000000 Penalty: 5298.868652
	Iteration 18Q: 3 clusters Score -7770666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7770738.500000 Penalty: 5298.868652
	Iteration 19Q: 3 clusters Score -7770738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7770813.500000 Penalty: 5298.868652
	Iteration 20F: 3 clusters Score -7770814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7770870.000000 Penalty: 5298.868652
	Iteration 21Q: 3 clusters Score -7770870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7770914.000000 Penalty: 5298.868652
	Iteration 22Q: 3 clusters Score -7770914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7770952.500000 Penalty: 5298.868652
	Iteration 23Q: 3 clusters Score -7770952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7770984.500000 Penalty: 5298.868652
	Iteration 24Q: 3 clusters Score -7770984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7771012.000000 Penalty: 5298.868652
	Iteration 25Q: 3 clusters Score -7771012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7771020.500000 Penalty: 5298.868652
	Iteration 26Q: 3 clusters Score -7771020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7771029.500000 Penalty: 5298.868652
	Iteration 27Q: 3 clusters Score -7771030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7771033.000000 Penalty: 5298.868652
	Iteration 28Q: 3 clusters Score -7771033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7771039.500000 Penalty: 5298.868652
	Iteration 29Q: 3 clusters Score -7771040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7771043.500000 Penalty: 5298.868652
	Iteration 30Q: 3 clusters Score -7771044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7771045.500000 Penalty: 5298.868652
	Iteration 31Q: 3 clusters Score -7771046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7771052.500000 Penalty: 5298.868652
	Iteration 32Q: 3 clusters Score -7771052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7771058.000000 Penalty: 5298.868652
	Iteration 33Q: 3 clusters Score -7771058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7771054.000000 Penalty: 5298.868652
	Iteration 34Q: 3 clusters Score -7771054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7771060.500000 Penalty: 5298.868652
	Iteration 35Q: 3 clusters Score -7771060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7771066.500000 Penalty: 5298.868652
	Iteration 36Q: 3 clusters Score -7771066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7771075.000000 Penalty: 5298.868652
	Iteration 37Q: 3 clusters Score -7771075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7771073.500000 Penalty: 5298.868652
	Iteration 38Q: 3 clusters Score -7771074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7771074.500000 Penalty: 5298.868652
	Iteration 39Q: 3 clusters Score -7771074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7771081.000000 Penalty: 5298.868652
	Iteration 40F: 3 clusters Score -7771081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7771088.000000 Penalty: 5298.868652
	Iteration 41Q: 3 clusters Score -7771088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7771078.500000 Penalty: 5298.868652
	Iteration 42Q: 3 clusters Score -7771078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7771085.000000 Penalty: 5298.868652
	Iteration 43Q: 3 clusters Score -7771085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7771095.500000 Penalty: 5298.868652
	Iteration 44Q: 3 clusters Score -7771096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7771102.500000 Penalty: 5298.868652
	Iteration 45Q: 3 clusters Score -7771102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7771099.500000 Penalty: 5298.868652
	Iteration 46Q: 3 clusters Score -7771100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7771107.500000 Penalty: 5298.868652
	Iteration 47Q: 3 clusters Score -7771108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7771107.000000 Penalty: 5298.868652
	Iteration 48Q: 3 clusters Score -7771107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7771107.500000 Penalty: 5298.868652
	Iteration 49Q: 3 clusters Score -7771108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7771107.000000 Penalty: 5298.868652
	Iteration 50Q: 3 clusters Score -7771107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7771107.000000 Penalty: 5298.868652
	Iteration 51Q: 3 clusters Score -7771107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7771107.000000 Penalty: 5298.868652
	Iteration 52F: 3 clusters Score -7771107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -153598.250000 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -153598.2 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 524 members 
Entering Unmasked Estep 
Score: -151718.203125 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -151718.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152223.093750 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -152223.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -152471.265625 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -152471.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -152613.609375 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -152613.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -152707.703125 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -152707.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152770.453125 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -152770.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -152846.437500 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -152846.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -152885.750000 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -152885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -152911.562500 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -152911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -152932.625000 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -152932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -152948.718750 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -152948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -152959.281250 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -152959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152969.406250 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -152969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -152983.750000 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -152983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -152989.281250 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -152989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -152990.984375 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -152991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -152990.984375 Penalty: 3444.745361
	Iteration 16F: 3 clusters Score -152991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Entering Unmasked Estep 
Score: -10289750.000000 Penalty: 2716.486328
	Iteration 0F: 2 clusters Score -1.028975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -10258931.000000 Penalty: 5432.972656
	Iteration 0F: 3 clusters Score -1.025893e+07 nChanged 26615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -10274129.000000 Penalty: 5432.972656
	Iteration 1F: 3 clusters Score -1.027413e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -10274746.000000 Penalty: 5432.972656
	Iteration 2Q: 3 clusters Score -1.027475e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -10275485.000000 Penalty: 5432.972656
	Iteration 3Q: 3 clusters Score -1.027548e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -10276282.000000 Penalty: 5432.972656
	Iteration 4Q: 3 clusters Score -1.027628e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -10277351.000000 Penalty: 5432.972656
	Iteration 5Q: 3 clusters Score -1.027735e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -10278884.000000 Penalty: 5432.972656
	Iteration 6F: 3 clusters Score -1.027888e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -10280809.000000 Penalty: 5432.972656
	Iteration 7F: 3 clusters Score -1.028081e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -10282548.000000 Penalty: 5432.972656
	Iteration 8F: 3 clusters Score -1.028255e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -10283651.000000 Penalty: 5432.972656
	Iteration 9F: 3 clusters Score -1.028365e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -10284656.000000 Penalty: 5432.972656
	Iteration 10Q: 3 clusters Score -1.028466e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -10285540.000000 Penalty: 5432.972656
	Iteration 11Q: 3 clusters Score -1.028554e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -10286272.000000 Penalty: 5432.972656
	Iteration 12Q: 3 clusters Score -1.028627e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -10286716.000000 Penalty: 5432.972656
	Iteration 13Q: 3 clusters Score -1.028672e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -10286996.000000 Penalty: 5432.972656
	Iteration 14Q: 3 clusters Score -1.0287e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -10287168.000000 Penalty: 5432.972656
	Iteration 15Q: 3 clusters Score -1.028717e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -10287282.000000 Penalty: 5432.972656
	Iteration 16Q: 3 clusters Score -1.028728e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -10287326.000000 Penalty: 5432.972656
	Iteration 17Q: 3 clusters Score -1.028733e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -10287365.000000 Penalty: 5432.972656
	Iteration 18Q: 3 clusters Score -1.028736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -10287410.000000 Penalty: 5432.972656
	Iteration 19Q: 3 clusters Score -1.028741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -10287422.000000 Penalty: 5432.972656
	Iteration 20F: 3 clusters Score -1.028742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -10287420.000000 Penalty: 5432.972656
	Iteration 21Q: 3 clusters Score -1.028742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -10287437.000000 Penalty: 5432.972656
	Iteration 22Q: 3 clusters Score -1.028744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -10287436.000000 Penalty: 5432.972656
	Iteration 23Q: 3 clusters Score -1.028744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -10287454.000000 Penalty: 5432.972656
	Iteration 24Q: 3 clusters Score -1.028745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -10287461.000000 Penalty: 5432.972656
	Iteration 25Q: 3 clusters Score -1.028746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -10287459.000000 Penalty: 5432.972656
	Iteration 26Q: 3 clusters Score -1.028746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -10287452.000000 Penalty: 5432.972656
	Iteration 27Q: 3 clusters Score -1.028745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -10287463.000000 Penalty: 5432.972656
	Iteration 28Q: 3 clusters Score -1.028746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -10287458.000000 Penalty: 5432.972656
	Iteration 29Q: 3 clusters Score -1.028746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -10287459.000000 Penalty: 5432.972656
	Iteration 30Q: 3 clusters Score -1.028746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -10287460.000000 Penalty: 5432.972656
	Iteration 31Q: 3 clusters Score -1.028746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -10287455.000000 Penalty: 5432.972656
	Iteration 32Q: 3 clusters Score -1.028746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -10287455.000000 Penalty: 5432.972656
	Iteration 33F: 3 clusters Score -1.028746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22423 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41490 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 43642 members 
Mstep: Class 14 contains 35675 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48020 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 42769 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 52489 members 
Mstep: Class 23 contains 50504 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45856 members 
Mstep: Class 26 contains 20074 members 
Mstep: Class 27 contains 40647 members 
Mstep: Class 28 contains 41957 members 
Mstep: Class 29 contains 47916 members 
Mstep: Class 30 contains 49692 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42862 members 
Mstep: Class 34 contains 69448 members 
Mstep: Class 35 contains 41195 members 
Mstep: Class 36 contains 38936 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43617 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424032.000000 Penalty: 138191.531250
Iteration 479Q: 41 clusters Score -1.96424e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 22425 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 17048 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41504 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 49249 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22283 members 
Mstep: Class 13 contains 43644 members 
Mstep: Class 14 contains 35660 members 
Mstep: Class 15 contains 34816 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47988 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11334 members 
Mstep: Class 20 contains 42779 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 52486 members 
Mstep: Class 23 contains 50509 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45885 members 
Mstep: Class 26 contains 20073 members 
Mstep: Class 27 contains 40645 members 
Mstep: Class 28 contains 41957 members 
Mstep: Class 29 contains 47915 members 
Mstep: Class 30 contains 49710 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42839 members 
Mstep: Class 34 contains 69442 members 
Mstep: Class 35 contains 41199 members 
Mstep: Class 36 contains 38998 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43613 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423824.000000 Penalty: 138191.531250
Iteration 480F: 41 clusters Score -1.964238e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 22424 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41520 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 49255 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 22278 members 
Mstep: Class 13 contains 43644 members 
Mstep: Class 14 contains 35642 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47962 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 42791 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 52493 members 
Mstep: Class 23 contains 50500 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45937 members 
Mstep: Class 26 contains 20066 members 
Mstep: Class 27 contains 40649 members 
Mstep: Class 28 contains 41960 members 
Mstep: Class 29 contains 47898 members 
Mstep: Class 30 contains 49702 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42809 members 
Mstep: Class 34 contains 69443 members 
Mstep: Class 35 contains 41209 members 
Mstep: Class 36 contains 39084 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43621 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423680.000000 Penalty: 138191.531250
Iteration 481Q: 41 clusters Score -1.964237e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 22427 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13991 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41545 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 49261 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 22279 members 
Mstep: Class 13 contains 43646 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47950 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11177 members 
Mstep: Class 20 contains 42804 members 
Mstep: Class 21 contains 16497 members 
Mstep: Class 22 contains 52496 members 
Mstep: Class 23 contains 50494 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45949 members 
Mstep: Class 26 contains 20063 members 
Mstep: Class 27 contains 40650 members 
Mstep: Class 28 contains 41961 members 
Mstep: Class 29 contains 47877 members 
Mstep: Class 30 contains 49702 members 
Mstep: Class 31 contains 24224 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42777 members 
Mstep: Class 34 contains 69456 members 
Mstep: Class 35 contains 41216 members 
Mstep: Class 36 contains 39163 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 43624 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423632.000000 Penalty: 138191.531250
Iteration 482Q: 41 clusters Score -1.964236e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 22427 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 17048 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41565 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 49263 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 43647 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 34828 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47951 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 11107 members 
Mstep: Class 20 contains 42811 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 52499 members 
Mstep: Class 23 contains 50487 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45946 members 
Mstep: Class 26 contains 20063 members 
Mstep: Class 27 contains 40661 members 
Mstep: Class 28 contains 41960 members 
Mstep: Class 29 contains 47858 members 
Mstep: Class 30 contains 49692 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42741 members 
Mstep: Class 34 contains 69467 members 
Mstep: Class 35 contains 41226 members 
Mstep: Class 36 contains 39237 members 
Mstep: Class 37 contains 4915 members 
Mstep: Class 38 contains 43636 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423744.000000 Penalty: 138191.531250
Iteration 483Q: 41 clusters Score -1.964237e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 22424 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41584 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 49269 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 22280 members 
Mstep: Class 13 contains 43648 members 
Mstep: Class 14 contains 35593 members 
Mstep: Class 15 contains 34839 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47945 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 11035 members 
Mstep: Class 20 contains 42819 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 52502 members 
Mstep: Class 23 contains 50483 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45948 members 
Mstep: Class 26 contains 20059 members 
Mstep: Class 27 contains 40669 members 
Mstep: Class 28 contains 41958 members 
Mstep: Class 29 contains 47837 members 
Mstep: Class 30 contains 49692 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42698 members 
Mstep: Class 34 contains 69470 members 
Mstep: Class 35 contains 41248 members 
Mstep: Class 36 contains 39308 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 43649 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423648.000000 Penalty: 138191.531250
Iteration 484Q: 41 clusters Score -1.964236e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 22420 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41594 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 49275 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 22285 members 
Mstep: Class 13 contains 43648 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47916 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 42836 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 52512 members 
Mstep: Class 23 contains 50475 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45941 members 
Mstep: Class 26 contains 20059 members 
Mstep: Class 27 contains 40676 members 
Mstep: Class 28 contains 41957 members 
Mstep: Class 29 contains 47826 members 
Mstep: Class 30 contains 49704 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42646 members 
Mstep: Class 34 contains 69485 members 
Mstep: Class 35 contains 41275 members 
Mstep: Class 36 contains 39384 members 
Mstep: Class 37 contains 4917 members 
Mstep: Class 38 contains 43660 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423296.000000 Penalty: 138191.531250
Iteration 485Q: 41 clusters Score -1.964233e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 22418 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41609 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 49279 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 22285 members 
Mstep: Class 13 contains 43649 members 
Mstep: Class 14 contains 35581 members 
Mstep: Class 15 contains 34843 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47881 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 10879 members 
Mstep: Class 20 contains 42845 members 
Mstep: Class 21 contains 16488 members 
Mstep: Class 22 contains 52523 members 
Mstep: Class 23 contains 50460 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45954 members 
Mstep: Class 26 contains 20052 members 
Mstep: Class 27 contains 40696 members 
Mstep: Class 28 contains 41956 members 
Mstep: Class 29 contains 47815 members 
Mstep: Class 30 contains 49711 members 
Mstep: Class 31 contains 24224 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42599 members 
Mstep: Class 34 contains 69491 members 
Mstep: Class 35 contains 41297 members 
Mstep: Class 36 contains 39463 members 
Mstep: Class 37 contains 4919 members 
Mstep: Class 38 contains 43670 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423536.000000 Penalty: 138191.531250
Iteration 486Q: 41 clusters Score -1.964235e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 22419 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41620 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 49286 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 22279 members 
Mstep: Class 13 contains 43650 members 
Mstep: Class 14 contains 35577 members 
Mstep: Class 15 contains 34846 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47825 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 10813 members 
Mstep: Class 20 contains 42864 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 52529 members 
Mstep: Class 23 contains 50444 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45969 members 
Mstep: Class 26 contains 20051 members 
Mstep: Class 27 contains 40699 members 
Mstep: Class 28 contains 41959 members 
Mstep: Class 29 contains 47790 members 
Mstep: Class 30 contains 49709 members 
Mstep: Class 31 contains 24224 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42556 members 
Mstep: Class 34 contains 69502 members 
Mstep: Class 35 contains 41317 members 
Mstep: Class 36 contains 39550 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43684 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423312.000000 Penalty: 138191.531250
Iteration 487Q: 41 clusters Score -1.964233e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 22426 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41630 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 49292 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 22287 members 
Mstep: Class 13 contains 43652 members 
Mstep: Class 14 contains 35580 members 
Mstep: Class 15 contains 34842 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47771 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 42863 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 52535 members 
Mstep: Class 23 contains 50448 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 45989 members 
Mstep: Class 26 contains 20050 members 
Mstep: Class 27 contains 40708 members 
Mstep: Class 28 contains 41960 members 
Mstep: Class 29 contains 47770 members 
Mstep: Class 30 contains 49700 members 
Mstep: Class 31 contains 24224 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42514 members 
Mstep: Class 34 contains 69518 members 
Mstep: Class 35 contains 41334 members 
Mstep: Class 36 contains 39624 members 
Mstep: Class 37 contains 4924 members 
Mstep: Class 38 contains 43686 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423648.000000 Penalty: 138191.531250
Iteration 488Q: 41 clusters Score -1.964236e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 22416 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41635 members 
Mstep: Class 9 contains 7086 members 
Mstep: Class 10 contains 49293 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 22294 members 
Mstep: Class 13 contains 43652 members 
Mstep: Class 14 contains 35595 members 
Mstep: Class 15 contains 34847 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47738 members 
Mstep: Class 18 contains 11424 members 
Mstep: Class 19 contains 10659 members 
Mstep: Class 20 contains 42868 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 52536 members 
Mstep: Class 23 contains 50438 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46005 members 
Mstep: Class 26 contains 20045 members 
Mstep: Class 27 contains 40714 members 
Mstep: Class 28 contains 41962 members 
Mstep: Class 29 contains 47773 members 
Mstep: Class 30 contains 49700 members 
Mstep: Class 31 contains 24225 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42474 members 
Mstep: Class 34 contains 69535 members 
Mstep: Class 35 contains 41345 members 
Mstep: Class 36 contains 39713 members 
Mstep: Class 37 contains 4924 members 
Mstep: Class 38 contains 43686 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423584.000000 Penalty: 138191.531250
Iteration 489Q: 41 clusters Score -1.964236e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 22412 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13986 members 
Mstep: Class 5 contains 17054 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41644 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 49295 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 22300 members 
Mstep: Class 13 contains 43653 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 34847 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47683 members 
Mstep: Class 18 contains 11422 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 20 contains 42873 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 52548 members 
Mstep: Class 23 contains 50432 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46044 members 
Mstep: Class 26 contains 20043 members 
Mstep: Class 27 contains 40712 members 
Mstep: Class 28 contains 41961 members 
Mstep: Class 29 contains 47749 members 
Mstep: Class 30 contains 49674 members 
Mstep: Class 31 contains 24224 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42451 members 
Mstep: Class 34 contains 69543 members 
Mstep: Class 35 contains 41352 members 
Mstep: Class 36 contains 39823 members 
Mstep: Class 37 contains 4923 members 
Mstep: Class 38 contains 43694 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423760.000000 Penalty: 138191.531250
Iteration 490Q: 41 clusters Score -1.964238e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 22409 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13986 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41647 members 
Mstep: Class 9 contains 7099 members 
Mstep: Class 10 contains 49298 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 22297 members 
Mstep: Class 13 contains 43652 members 
Mstep: Class 14 contains 35617 members 
Mstep: Class 15 contains 34853 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 10487 members 
Mstep: Class 20 contains 42874 members 
Mstep: Class 21 contains 16485 members 
Mstep: Class 22 contains 52558 members 
Mstep: Class 23 contains 50420 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46072 members 
Mstep: Class 26 contains 20047 members 
Mstep: Class 27 contains 40712 members 
Mstep: Class 28 contains 41961 members 
Mstep: Class 29 contains 47734 members 
Mstep: Class 30 contains 49666 members 
Mstep: Class 31 contains 24224 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42421 members 
Mstep: Class 34 contains 69555 members 
Mstep: Class 35 contains 41380 members 
Mstep: Class 36 contains 39927 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43693 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423776.000000 Penalty: 138191.531250
Iteration 491Q: 41 clusters Score -1.964238e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 22407 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13982 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41650 members 
Mstep: Class 9 contains 7103 members 
Mstep: Class 10 contains 49304 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 22294 members 
Mstep: Class 13 contains 43655 members 
Mstep: Class 14 contains 35638 members 
Mstep: Class 15 contains 34860 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47571 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 10401 members 
Mstep: Class 20 contains 42873 members 
Mstep: Class 21 contains 16478 members 
Mstep: Class 22 contains 52550 members 
Mstep: Class 23 contains 50415 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46141 members 
Mstep: Class 26 contains 20048 members 
Mstep: Class 27 contains 40715 members 
Mstep: Class 28 contains 41962 members 
Mstep: Class 29 contains 47708 members 
Mstep: Class 30 contains 49656 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42377 members 
Mstep: Class 34 contains 69572 members 
Mstep: Class 35 contains 41398 members 
Mstep: Class 36 contains 40012 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43706 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423600.000000 Penalty: 138191.531250
Iteration 492Q: 41 clusters Score -1.964236e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 22406 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13980 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41649 members 
Mstep: Class 9 contains 7105 members 
Mstep: Class 10 contains 49317 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 22297 members 
Mstep: Class 13 contains 43658 members 
Mstep: Class 14 contains 35661 members 
Mstep: Class 15 contains 34863 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47551 members 
Mstep: Class 18 contains 11424 members 
Mstep: Class 19 contains 10337 members 
Mstep: Class 20 contains 42865 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 52550 members 
Mstep: Class 23 contains 50414 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46189 members 
Mstep: Class 26 contains 20049 members 
Mstep: Class 27 contains 40714 members 
Mstep: Class 28 contains 41964 members 
Mstep: Class 29 contains 47669 members 
Mstep: Class 30 contains 49617 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42324 members 
Mstep: Class 34 contains 69580 members 
Mstep: Class 35 contains 41416 members 
Mstep: Class 36 contains 40092 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43722 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423904.000000 Penalty: 138191.531250
Iteration 493Q: 41 clusters Score -1.964239e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 22401 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13980 members 
Mstep: Class 5 contains 17061 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41658 members 
Mstep: Class 9 contains 7107 members 
Mstep: Class 10 contains 49321 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 22299 members 
Mstep: Class 13 contains 43658 members 
Mstep: Class 14 contains 35679 members 
Mstep: Class 15 contains 34869 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 11424 members 
Mstep: Class 19 contains 10283 members 
Mstep: Class 20 contains 42858 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 52548 members 
Mstep: Class 23 contains 50410 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46214 members 
Mstep: Class 26 contains 20049 members 
Mstep: Class 27 contains 40716 members 
Mstep: Class 28 contains 41961 members 
Mstep: Class 29 contains 47613 members 
Mstep: Class 30 contains 49610 members 
Mstep: Class 31 contains 24223 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42269 members 
Mstep: Class 34 contains 69595 members 
Mstep: Class 35 contains 41447 members 
Mstep: Class 36 contains 40184 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 43729 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423888.000000 Penalty: 138191.531250
Iteration 494Q: 41 clusters Score -1.964239e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 22399 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13979 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41662 members 
Mstep: Class 9 contains 7110 members 
Mstep: Class 10 contains 49323 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 22300 members 
Mstep: Class 13 contains 43660 members 
Mstep: Class 14 contains 35686 members 
Mstep: Class 15 contains 34873 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47505 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 10222 members 
Mstep: Class 20 contains 42859 members 
Mstep: Class 21 contains 16475 members 
Mstep: Class 22 contains 52530 members 
Mstep: Class 23 contains 50410 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46248 members 
Mstep: Class 26 contains 20052 members 
Mstep: Class 27 contains 40723 members 
Mstep: Class 28 contains 41960 members 
Mstep: Class 29 contains 47564 members 
Mstep: Class 30 contains 49608 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42239 members 
Mstep: Class 34 contains 69597 members 
Mstep: Class 35 contains 41479 members 
Mstep: Class 36 contains 40268 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 43734 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424000.000000 Penalty: 138191.531250
Iteration 495Q: 41 clusters Score -1.96424e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 22400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13978 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41667 members 
Mstep: Class 9 contains 7112 members 
Mstep: Class 10 contains 49327 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 22306 members 
Mstep: Class 13 contains 43661 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 15 contains 34874 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47498 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 10153 members 
Mstep: Class 20 contains 42860 members 
Mstep: Class 21 contains 16475 members 
Mstep: Class 22 contains 52523 members 
Mstep: Class 23 contains 50407 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46275 members 
Mstep: Class 26 contains 20054 members 
Mstep: Class 27 contains 40731 members 
Mstep: Class 28 contains 41961 members 
Mstep: Class 29 contains 47528 members 
Mstep: Class 30 contains 49594 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42198 members 
Mstep: Class 34 contains 69600 members 
Mstep: Class 35 contains 41501 members 
Mstep: Class 36 contains 40342 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 43742 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423872.000000 Penalty: 138191.531250
Iteration 496Q: 41 clusters Score -1.964239e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 22407 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13978 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41669 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 49327 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 22311 members 
Mstep: Class 13 contains 43663 members 
Mstep: Class 14 contains 35717 members 
Mstep: Class 15 contains 34882 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47507 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 10076 members 
Mstep: Class 20 contains 42865 members 
Mstep: Class 21 contains 16473 members 
Mstep: Class 22 contains 52517 members 
Mstep: Class 23 contains 50395 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46294 members 
Mstep: Class 26 contains 20050 members 
Mstep: Class 27 contains 40731 members 
Mstep: Class 28 contains 41964 members 
Mstep: Class 29 contains 47486 members 
Mstep: Class 30 contains 49592 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42163 members 
Mstep: Class 34 contains 69606 members 
Mstep: Class 35 contains 41537 members 
Mstep: Class 36 contains 40396 members 
Mstep: Class 37 contains 4927 members 
Mstep: Class 38 contains 43742 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423760.000000 Penalty: 138191.531250
Iteration 497Q: 41 clusters Score -1.964238e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 22406 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13976 members 
Mstep: Class 5 contains 17063 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41682 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 49325 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 22314 members 
Mstep: Class 13 contains 43664 members 
Mstep: Class 14 contains 35733 members 
Mstep: Class 15 contains 34881 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47503 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 10002 members 
Mstep: Class 20 contains 42884 members 
Mstep: Class 21 contains 16472 members 
Mstep: Class 22 contains 52516 members 
Mstep: Class 23 contains 50389 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46338 members 
Mstep: Class 26 contains 20047 members 
Mstep: Class 27 contains 40723 members 
Mstep: Class 28 contains 41965 members 
Mstep: Class 29 contains 47445 members 
Mstep: Class 30 contains 49594 members 
Mstep: Class 31 contains 24221 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42130 members 
Mstep: Class 34 contains 69596 members 
Mstep: Class 35 contains 41572 members 
Mstep: Class 36 contains 40457 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 43738 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423952.000000 Penalty: 138191.531250
Iteration 498Q: 41 clusters Score -1.96424e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 22410 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13978 members 
Mstep: Class 5 contains 17065 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41692 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 49326 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 22319 members 
Mstep: Class 13 contains 43665 members 
Mstep: Class 14 contains 35738 members 
Mstep: Class 15 contains 34881 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47501 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 9929 members 
Mstep: Class 20 contains 42871 members 
Mstep: Class 21 contains 16477 members 
Mstep: Class 22 contains 52510 members 
Mstep: Class 23 contains 50390 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46386 members 
Mstep: Class 26 contains 20041 members 
Mstep: Class 27 contains 40716 members 
Mstep: Class 28 contains 41966 members 
Mstep: Class 29 contains 47403 members 
Mstep: Class 30 contains 49600 members 
Mstep: Class 31 contains 24221 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42100 members 
Mstep: Class 34 contains 69602 members 
Mstep: Class 35 contains 41597 members 
Mstep: Class 36 contains 40522 members 
Mstep: Class 37 contains 4925 members 
Mstep: Class 38 contains 43737 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424112.000000 Penalty: 138191.531250
Iteration 499Q: 41 clusters Score -1.964241e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 22421 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 13977 members 
Mstep: Class 5 contains 17066 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 41706 members 
Mstep: Class 9 contains 7121 members 
Mstep: Class 10 contains 49322 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 22322 members 
Mstep: Class 13 contains 43666 members 
Mstep: Class 14 contains 35737 members 
Mstep: Class 15 contains 34878 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 47497 members 
Mstep: Class 18 contains 11427 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 42870 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 52502 members 
Mstep: Class 23 contains 50383 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 46415 members 
Mstep: Class 26 contains 20037 members 
Mstep: Class 27 contains 40715 members 
Mstep: Class 28 contains 41966 members 
Mstep: Class 29 contains 47365 members 
Mstep: Class 30 contains 49610 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 42072 members 
Mstep: Class 34 contains 69595 members 
Mstep: Class 35 contains 41633 members 
Mstep: Class 36 contains 40576 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 43735 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 57222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196424400.000000 Penalty: 138191.531250
Iteration 500F: 41 clusters Score -1.964244e+08 nChanged 646
Maximum iterations exceeded
--- Evaluating fit on full set of 3365913 points ---
Entering Unmasked Estep 
Score: -597722112.000000 Penalty: 149089.765625
22->41 Clusters: Score -597722112.000000, best is -598101120.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1121971 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 51234 members 
Mstep: Class 3 contains 51154 members 
Mstep: Class 4 contains 50887 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 51120 members 
Mstep: Class 7 contains 51346 members 
Mstep: Class 8 contains 51168 members 
Mstep: Class 9 contains 50560 members 
Mstep: Class 10 contains 50782 members 
Mstep: Class 11 contains 50948 members 
Mstep: Class 12 contains 51015 members 
Mstep: Class 13 contains 51085 members 
Mstep: Class 14 contains 51393 members 
Mstep: Class 15 contains 51000 members 
Mstep: Class 16 contains 50878 members 
Mstep: Class 17 contains 51148 members 
Mstep: Class 18 contains 50825 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 51064 members 
Mstep: Class 21 contains 51059 members 
Mstep: Class 22 contains 51001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -186146208.000000 Penalty: 76005.335938
Iteration 0F: 23 clusters Score -1.861462e+08 nChanged 1070702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1935 members 
Mstep: Class 1 contains 106721 members 
Mstep: Class 2 contains 48441 members 
Mstep: Class 3 contains 11400 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 16122 members 
Mstep: Class 6 contains 16886 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 25241 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 24592 members 
Mstep: Class 13 contains 474511 members 
Mstep: Class 14 contains 5974 members 
Mstep: Class 15 contains 23138 members 
Mstep: Class 16 contains 50507 members 
Mstep: Class 17 contains 48702 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 27364 members 
Mstep: Class 21 contains 161417 members 
Mstep: Class 22 contains 6188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2114.820557 but Gain 3454.789062
Score: -193446016.000000 Penalty: 72550.546875
Iteration 1F: 22 clusters Score -1.93446e+08 nChanged 553792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 210338 members 
Mstep: Class 2 contains 104491 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 5 contains 14692 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 8819 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 30538 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 12 contains 23697 members 
Mstep: Class 13 contains 227214 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 42351 members 
Mstep: Class 16 contains 98492 members 
Mstep: Class 17 contains 64601 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 40509 members 
Mstep: Class 21 contains 209586 members 
Mstep: Class 22 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194466704.000000 Penalty: 72550.546875
Iteration 2F: 22 clusters Score -1.944667e+08 nChanged 426456
Entering Unmasked Mstep 
Mstep: Class 0 contains 977 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 120566 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 5 contains 15673 members 
Mstep: Class 6 contains 15110 members 
Mstep: Class 7 contains 4216 members 
Mstep: Class 8 contains 7110 members 
Mstep: Class 9 contains 7935 members 
Mstep: Class 10 contains 46698 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 35903 members 
Mstep: Class 13 contains 148958 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 82375 members 
Mstep: Class 16 contains 140877 members 
Mstep: Class 17 contains 105039 members 
Mstep: Class 18 contains 16875 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 64621 members 
Mstep: Class 21 contains 151599 members 
Mstep: Class 22 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194961952.000000 Penalty: 72550.546875
Iteration 3F: 22 clusters Score -1.94962e+08 nChanged 352303
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 79416 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 5 contains 18641 members 
Mstep: Class 6 contains 21361 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 80157 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 55486 members 
Mstep: Class 13 contains 111695 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 113637 members 
Mstep: Class 16 contains 124286 members 
Mstep: Class 17 contains 120480 members 
Mstep: Class 18 contains 28790 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 101785 members 
Mstep: Class 21 contains 107677 members 
Mstep: Class 22 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195233376.000000 Penalty: 72550.546875
Iteration 4F: 22 clusters Score -1.952334e+08 nChanged 286396
Entering Unmasked Mstep 
Mstep: Class 0 contains 453 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 87532 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 30431 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 16108 members 
Mstep: Class 10 contains 115123 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 81108 members 
Mstep: Class 13 contains 92971 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 73523 members 
Mstep: Class 16 contains 105773 members 
Mstep: Class 17 contains 102117 members 
Mstep: Class 18 contains 43714 members 
Mstep: Class 19 contains 9792 members 
Mstep: Class 20 contains 102009 members 
Mstep: Class 21 contains 99218 members 
Mstep: Class 22 contains 2779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195432640.000000 Penalty: 72550.546875
Iteration 5F: 22 clusters Score -1.954326e+08 nChanged 213226
Entering Unmasked Mstep 
Mstep: Class 0 contains 344 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 79985 members 
Mstep: Class 3 contains 11009 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 40597 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 22542 members 
Mstep: Class 10 contains 97503 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 99218 members 
Mstep: Class 13 contains 79839 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 82378 members 
Mstep: Class 16 contains 98281 members 
Mstep: Class 17 contains 94324 members 
Mstep: Class 18 contains 59092 members 
Mstep: Class 19 contains 12514 members 
Mstep: Class 20 contains 88089 members 
Mstep: Class 21 contains 91343 members 
Mstep: Class 22 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195587664.000000 Penalty: 72550.546875
Iteration 6F: 22 clusters Score -1.955877e+08 nChanged 170187
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 80802 members 
Mstep: Class 3 contains 15059 members 
Mstep: Class 5 contains 72039 members 
Mstep: Class 6 contains 50966 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 8 contains 13184 members 
Mstep: Class 9 contains 29564 members 
Mstep: Class 10 contains 90179 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 92440 members 
Mstep: Class 13 contains 70538 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 69626 members 
Mstep: Class 16 contains 88733 members 
Mstep: Class 17 contains 85595 members 
Mstep: Class 18 contains 72209 members 
Mstep: Class 19 contains 15834 members 
Mstep: Class 20 contains 83987 members 
Mstep: Class 21 contains 84896 members 
Mstep: Class 22 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195731152.000000 Penalty: 72550.546875
Iteration 7F: 22 clusters Score -1.957312e+08 nChanged 149795
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 78258 members 
Mstep: Class 3 contains 19216 members 
Mstep: Class 5 contains 102772 members 
Mstep: Class 6 contains 59731 members 
Mstep: Class 7 contains 4544 members 
Mstep: Class 8 contains 15907 members 
Mstep: Class 9 contains 35864 members 
Mstep: Class 10 contains 81131 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 85235 members 
Mstep: Class 13 contains 63079 members 
Mstep: Class 14 contains 1421 members 
Mstep: Class 15 contains 66486 members 
Mstep: Class 16 contains 79611 members 
Mstep: Class 17 contains 77894 members 
Mstep: Class 18 contains 83198 members 
Mstep: Class 19 contains 19535 members 
Mstep: Class 20 contains 78438 members 
Mstep: Class 21 contains 77658 members 
Mstep: Class 22 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195803216.000000 Penalty: 72550.546875
Iteration 8F: 22 clusters Score -1.958032e+08 nChanged 148864
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 78310 members 
Mstep: Class 3 contains 23417 members 
Mstep: Class 5 contains 91355 members 
Mstep: Class 6 contains 65956 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 42226 members 
Mstep: Class 10 contains 76923 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 12 contains 81721 members 
Mstep: Class 13 contains 60955 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 63522 members 
Mstep: Class 16 contains 73029 members 
Mstep: Class 17 contains 74456 members 
Mstep: Class 18 contains 94013 members 
Mstep: Class 19 contains 24060 members 
Mstep: Class 20 contains 76116 members 
Mstep: Class 21 contains 78093 members 
Mstep: Class 22 contains 2799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195864032.000000 Penalty: 72550.546875
Iteration 9F: 22 clusters Score -1.95864e+08 nChanged 100234
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 77342 members 
Mstep: Class 3 contains 27829 members 
Mstep: Class 5 contains 92085 members 
Mstep: Class 6 contains 68980 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 21269 members 
Mstep: Class 9 contains 48568 members 
Mstep: Class 10 contains 72356 members 
Mstep: Class 11 contains 1866 members 
Mstep: Class 12 contains 79064 members 
Mstep: Class 13 contains 58275 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 60767 members 
Mstep: Class 16 contains 69337 members 
Mstep: Class 17 contains 72603 members 
Mstep: Class 18 contains 98770 members 
Mstep: Class 19 contains 29334 members 
Mstep: Class 20 contains 75052 members 
Mstep: Class 21 contains 73253 members 
Mstep: Class 22 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195915200.000000 Penalty: 72550.546875
Iteration 10F: 22 clusters Score -1.959152e+08 nChanged 85815
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 75767 members 
Mstep: Class 3 contains 32028 members 
Mstep: Class 5 contains 91335 members 
Mstep: Class 6 contains 68997 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 23603 members 
Mstep: Class 9 contains 54533 members 
Mstep: Class 10 contains 69091 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 75990 members 
Mstep: Class 13 contains 57243 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 57659 members 
Mstep: Class 16 contains 66428 members 
Mstep: Class 17 contains 72148 members 
Mstep: Class 18 contains 98890 members 
Mstep: Class 19 contains 34919 members 
Mstep: Class 20 contains 74029 members 
Mstep: Class 21 contains 72388 members 
Mstep: Class 22 contains 2756 members 
Entering Unmasked Estep 
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Score: -195956080.000000 Penalty: 72550.546875
Iteration 11F: 22 clusters Score -1.959561e+08 nChanged 73558
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 73841 members 
Mstep: Class 3 contains 35949 members 
Mstep: Class 5 contains 92068 members 
Mstep: Class 6 contains 67155 members 
Mstep: Class 7 contains 9035 members 
Mstep: Class 8 contains 25575 members 
Mstep: Class 9 contains 58694 members 
Mstep: Class 10 contains 66327 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 73162 members 
Mstep: Class 13 contains 57000 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 15 contains 55051 members 
Mstep: Class 16 contains 64664 members 
Mstep: Class 17 contains 72633 members 
Mstep: Class 18 contains 97696 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 20 contains 73066 members 
Mstep: Class 21 contains 71253 members 
Mstep: Class 22 contains 2774 members 
Entering Unmasked Estep 
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Iteration 12F: 22 clusters Score -1.959892e+08 nChanged 64979
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 72008 members 
Mstep: Class 3 contains 39580 members 
Mstep: Class 5 contains 92652 members 
Mstep: Class 6 contains 64750 members 
Mstep: Class 7 contains 9828 members 
Mstep: Class 8 contains 27187 members 
Mstep: Class 9 contains 60448 members 
Mstep: Class 10 contains 63929 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 12 contains 70873 members 
Mstep: Class 13 contains 56924 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 52774 members 
Mstep: Class 16 contains 63474 members 
Mstep: Class 17 contains 73400 members 
Mstep: Class 18 contains 96194 members 
Mstep: Class 19 contains 46510 members 
Mstep: Class 20 contains 72544 members 
Mstep: Class 21 contains 70560 members 
Mstep: Class 22 contains 2801 members 
Entering Unmasked Estep 
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Iteration 13F: 22 clusters Score -1.960111e+08 nChanged 58693
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 70400 members 
Mstep: Class 3 contains 42995 members 
Mstep: Class 5 contains 93407 members 
Mstep: Class 6 contains 62142 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 28498 members 
Mstep: Class 9 contains 60279 members 
Mstep: Class 10 contains 61660 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 69070 members 
Mstep: Class 13 contains 56964 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 51090 members 
Mstep: Class 16 contains 62450 members 
Mstep: Class 17 contains 74324 members 
Mstep: Class 18 contains 94772 members 
Mstep: Class 19 contains 52641 members 
Mstep: Class 20 contains 72097 members 
Mstep: Class 21 contains 70006 members 
Mstep: Class 22 contains 2812 members 
Entering Unmasked Estep 
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Score: -196029712.000000 Penalty: 72550.546875
Iteration 14F: 22 clusters Score -1.960297e+08 nChanged 52367
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 69031 members 
Mstep: Class 3 contains 45983 members 
Mstep: Class 5 contains 93632 members 
Mstep: Class 6 contains 59834 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 29409 members 
Mstep: Class 9 contains 58960 members 
Mstep: Class 10 contains 59465 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 67448 members 
Mstep: Class 13 contains 57227 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 49890 members 
Mstep: Class 16 contains 61402 members 
Mstep: Class 17 contains 75633 members 
Mstep: Class 18 contains 93478 members 
Mstep: Class 19 contains 59042 members 
Mstep: Class 20 contains 71798 members 
Mstep: Class 21 contains 69532 members 
Mstep: Class 22 contains 2835 members 
Entering Unmasked Estep 
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Iteration 15Q: 22 clusters Score -1.960435e+08 nChanged 46506
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 68169 members 
Mstep: Class 3 contains 48449 members 
Mstep: Class 5 contains 94043 members 
Mstep: Class 6 contains 57955 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 30092 members 
Mstep: Class 9 contains 57110 members 
Mstep: Class 10 contains 57466 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 66086 members 
Mstep: Class 13 contains 57382 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 48987 members 
Mstep: Class 16 contains 60453 members 
Mstep: Class 17 contains 76860 members 
Mstep: Class 18 contains 92379 members 
Mstep: Class 19 contains 64434 members 
Mstep: Class 20 contains 71512 members 
Mstep: Class 21 contains 69539 members 
Mstep: Class 22 contains 2857 members 
Entering Unmasked Estep 
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Iteration 16Q: 22 clusters Score -1.960521e+08 nChanged 40211
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 67917 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 5 contains 94380 members 
Mstep: Class 6 contains 56895 members 
Mstep: Class 7 contains 11974 members 
Mstep: Class 8 contains 30490 members 
Mstep: Class 9 contains 55363 members 
Mstep: Class 10 contains 55902 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 65076 members 
Mstep: Class 13 contains 57440 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 48492 members 
Mstep: Class 16 contains 59673 members 
Mstep: Class 17 contains 77660 members 
Mstep: Class 18 contains 91424 members 
Mstep: Class 19 contains 68301 members 
Mstep: Class 20 contains 71239 members 
Mstep: Class 21 contains 69434 members 
Mstep: Class 22 contains 2872 members 
Entering Unmasked Estep 
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Iteration 17Q: 22 clusters Score -1.96057e+08 nChanged 35944
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 67785 members 
Mstep: Class 3 contains 52467 members 
Mstep: Class 5 contains 94437 members 
Mstep: Class 6 contains 56235 members 
Mstep: Class 7 contains 12353 members 
Mstep: Class 8 contains 30721 members 
Mstep: Class 9 contains 53908 members 
Mstep: Class 10 contains 54684 members 
Mstep: Class 11 contains 1535 members 
Mstep: Class 12 contains 63924 members 
Mstep: Class 13 contains 57819 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 48312 members 
Mstep: Class 16 contains 59017 members 
Mstep: Class 17 contains 78174 members 
Mstep: Class 18 contains 90411 members 
Mstep: Class 19 contains 71655 members 
Mstep: Class 20 contains 70966 members 
Mstep: Class 21 contains 69350 members 
Mstep: Class 22 contains 2879 members 
Entering Unmasked Estep 
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Iteration 18Q: 22 clusters Score -1.960604e+08 nChanged 32048
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 67752 members 
Mstep: Class 3 contains 53824 members 
Mstep: Class 5 contains 94441 members 
Mstep: Class 6 contains 55942 members 
Mstep: Class 7 contains 12656 members 
Mstep: Class 8 contains 30785 members 
Mstep: Class 9 contains 52761 members 
Mstep: Class 10 contains 54030 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 62753 members 
Mstep: Class 13 contains 58117 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 48508 members 
Mstep: Class 16 contains 58493 members 
Mstep: Class 17 contains 78495 members 
Mstep: Class 18 contains 89480 members 
Mstep: Class 19 contains 73764 members 
Mstep: Class 20 contains 70808 members 
Mstep: Class 21 contains 69452 members 
Mstep: Class 22 contains 2889 members 
Entering Unmasked Estep 
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Iteration 19Q: 22 clusters Score -1.960619e+08 nChanged 28109
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 67633 members 
Mstep: Class 3 contains 54883 members 
Mstep: Class 5 contains 94422 members 
Mstep: Class 6 contains 55817 members 
Mstep: Class 7 contains 12881 members 
Mstep: Class 8 contains 30790 members 
Mstep: Class 9 contains 51960 members 
Mstep: Class 10 contains 53893 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 61706 members 
Mstep: Class 13 contains 58593 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 48916 members 
Mstep: Class 16 contains 58222 members 
Mstep: Class 17 contains 78705 members 
Mstep: Class 18 contains 88921 members 
Mstep: Class 19 contains 73869 members 
Mstep: Class 20 contains 70798 members 
Mstep: Class 21 contains 69865 members 
Mstep: Class 22 contains 2897 members 
Entering Unmasked Estep 
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Iteration 20F: 22 clusters Score -1.960639e+08 nChanged 24714
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 67499 members 
Mstep: Class 3 contains 55757 members 
Mstep: Class 5 contains 94352 members 
Mstep: Class 6 contains 55853 members 
Mstep: Class 7 contains 13115 members 
Mstep: Class 8 contains 30821 members 
Mstep: Class 9 contains 51468 members 
Mstep: Class 10 contains 53900 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 60831 members 
Mstep: Class 13 contains 59240 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 57962 members 
Mstep: Class 17 contains 78816 members 
Mstep: Class 18 contains 88467 members 
Mstep: Class 19 contains 72976 members 
Mstep: Class 20 contains 70908 members 
Mstep: Class 21 contains 70287 members 
Mstep: Class 22 contains 2925 members 
Entering Unmasked Estep 
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Iteration 21Q: 22 clusters Score -1.960665e+08 nChanged 21921
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 67489 members 
Mstep: Class 3 contains 56412 members 
Mstep: Class 5 contains 94199 members 
Mstep: Class 6 contains 55858 members 
Mstep: Class 7 contains 13328 members 
Mstep: Class 8 contains 30715 members 
Mstep: Class 9 contains 51239 members 
Mstep: Class 10 contains 53921 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 59980 members 
Mstep: Class 13 contains 59777 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 50141 members 
Mstep: Class 16 contains 57725 members 
Mstep: Class 17 contains 78833 members 
Mstep: Class 18 contains 88174 members 
Mstep: Class 19 contains 71955 members 
Mstep: Class 20 contains 70999 members 
Mstep: Class 21 contains 70816 members 
Mstep: Class 22 contains 2948 members 
Entering Unmasked Estep 
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Iteration 22Q: 22 clusters Score -1.960688e+08 nChanged 19828
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 67406 members 
Mstep: Class 3 contains 56929 members 
Mstep: Class 5 contains 93941 members 
Mstep: Class 6 contains 55897 members 
Mstep: Class 7 contains 13572 members 
Mstep: Class 8 contains 30561 members 
Mstep: Class 9 contains 51149 members 
Mstep: Class 10 contains 53922 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 59194 members 
Mstep: Class 13 contains 60322 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 50831 members 
Mstep: Class 16 contains 57522 members 
Mstep: Class 17 contains 78758 members 
Mstep: Class 18 contains 87876 members 
Mstep: Class 19 contains 71202 members 
Mstep: Class 20 contains 71054 members 
Mstep: Class 21 contains 71298 members 
Mstep: Class 22 contains 2969 members 
Entering Unmasked Estep 
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Iteration 23Q: 22 clusters Score -1.960708e+08 nChanged 18457
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 67345 members 
Mstep: Class 3 contains 57274 members 
Mstep: Class 5 contains 93668 members 
Mstep: Class 6 contains 55996 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 30361 members 
Mstep: Class 9 contains 51216 members 
Mstep: Class 10 contains 53880 members 
Mstep: Class 11 contains 1466 members 
Mstep: Class 12 contains 58310 members 
Mstep: Class 13 contains 60990 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 51493 members 
Mstep: Class 16 contains 57328 members 
Mstep: Class 17 contains 78608 members 
Mstep: Class 18 contains 87613 members 
Mstep: Class 19 contains 70623 members 
Mstep: Class 20 contains 71096 members 
Mstep: Class 21 contains 71653 members 
Mstep: Class 22 contains 2981 members 
Entering Unmasked Estep 
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Iteration 24Q: 22 clusters Score -1.960725e+08 nChanged 17674
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 67288 members 
Mstep: Class 3 contains 57470 members 
Mstep: Class 5 contains 93389 members 
Mstep: Class 6 contains 56128 members 
Mstep: Class 7 contains 14112 members 
Mstep: Class 8 contains 30156 members 
Mstep: Class 9 contains 51342 members 
Mstep: Class 10 contains 53773 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 57289 members 
Mstep: Class 13 contains 61672 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 52042 members 
Mstep: Class 16 contains 57128 members 
Mstep: Class 17 contains 78388 members 
Mstep: Class 18 contains 87426 members 
Mstep: Class 19 contains 70255 members 
Mstep: Class 20 contains 71150 members 
Mstep: Class 21 contains 72107 members 
Mstep: Class 22 contains 2989 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -1.960751e+08 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 67210 members 
Mstep: Class 3 contains 57466 members 
Mstep: Class 5 contains 92993 members 
Mstep: Class 6 contains 56284 members 
Mstep: Class 7 contains 14377 members 
Mstep: Class 8 contains 29918 members 
Mstep: Class 9 contains 51487 members 
Mstep: Class 10 contains 53625 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 56414 members 
Mstep: Class 13 contains 62667 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 52510 members 
Mstep: Class 16 contains 56874 members 
Mstep: Class 17 contains 78195 members 
Mstep: Class 18 contains 87309 members 
Mstep: Class 19 contains 69889 members 
Mstep: Class 20 contains 71230 members 
Mstep: Class 21 contains 72510 members 
Mstep: Class 22 contains 2994 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -1.960774e+08 nChanged 16468
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 67113 members 
Mstep: Class 3 contains 57460 members 
Mstep: Class 5 contains 92498 members 
Mstep: Class 6 contains 56442 members 
Mstep: Class 7 contains 14642 members 
Mstep: Class 8 contains 29664 members 
Mstep: Class 9 contains 51683 members 
Mstep: Class 10 contains 53411 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 55607 members 
Mstep: Class 13 contains 63990 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 52885 members 
Mstep: Class 16 contains 56629 members 
Mstep: Class 17 contains 77976 members 
Mstep: Class 18 contains 87080 members 
Mstep: Class 19 contains 69610 members 
Mstep: Class 20 contains 71264 members 
Mstep: Class 21 contains 72925 members 
Mstep: Class 22 contains 3001 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -1.960796e+08 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 66987 members 
Mstep: Class 3 contains 57348 members 
Mstep: Class 5 contains 91942 members 
Mstep: Class 6 contains 56660 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 29416 members 
Mstep: Class 9 contains 51882 members 
Mstep: Class 10 contains 53193 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 54971 members 
Mstep: Class 13 contains 65475 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 53204 members 
Mstep: Class 16 contains 56350 members 
Mstep: Class 17 contains 77788 members 
Mstep: Class 18 contains 86898 members 
Mstep: Class 19 contains 69415 members 
Mstep: Class 20 contains 71282 members 
Mstep: Class 21 contains 73113 members 
Mstep: Class 22 contains 3014 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -1.960812e+08 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 66912 members 
Mstep: Class 3 contains 57182 members 
Mstep: Class 5 contains 91377 members 
Mstep: Class 6 contains 56846 members 
Mstep: Class 7 contains 15132 members 
Mstep: Class 8 contains 29170 members 
Mstep: Class 9 contains 52082 members 
Mstep: Class 10 contains 52906 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 54466 members 
Mstep: Class 13 contains 67139 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 53491 members 
Mstep: Class 16 contains 56068 members 
Mstep: Class 17 contains 77567 members 
Mstep: Class 18 contains 86704 members 
Mstep: Class 19 contains 69311 members 
Mstep: Class 20 contains 71263 members 
Mstep: Class 21 contains 73258 members 
Mstep: Class 22 contains 3029 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -1.960827e+08 nChanged 16333
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 66806 members 
Mstep: Class 3 contains 56985 members 
Mstep: Class 5 contains 90610 members 
Mstep: Class 6 contains 57058 members 
Mstep: Class 7 contains 15407 members 
Mstep: Class 8 contains 28941 members 
Mstep: Class 9 contains 52276 members 
Mstep: Class 10 contains 52536 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 54185 members 
Mstep: Class 13 contains 68972 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 53796 members 
Mstep: Class 16 contains 55767 members 
Mstep: Class 17 contains 77319 members 
Mstep: Class 18 contains 86483 members 
Mstep: Class 19 contains 69254 members 
Mstep: Class 20 contains 71262 members 
Mstep: Class 21 contains 73312 members 
Mstep: Class 22 contains 3037 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -1.960852e+08 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 66753 members 
Mstep: Class 3 contains 56764 members 
Mstep: Class 5 contains 89848 members 
Mstep: Class 6 contains 57167 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 28749 members 
Mstep: Class 9 contains 52440 members 
Mstep: Class 10 contains 52044 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 54333 members 
Mstep: Class 13 contains 70645 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 54055 members 
Mstep: Class 16 contains 55412 members 
Mstep: Class 17 contains 77106 members 
Mstep: Class 18 contains 86264 members 
Mstep: Class 19 contains 69263 members 
Mstep: Class 20 contains 71211 members 
Mstep: Class 21 contains 73420 members 
Mstep: Class 22 contains 3050 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -1.960881e+08 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 66721 members 
Mstep: Class 3 contains 56675 members 
Mstep: Class 5 contains 89042 members 
Mstep: Class 6 contains 57299 members 
Mstep: Class 7 contains 15896 members 
Mstep: Class 8 contains 28607 members 
Mstep: Class 9 contains 52604 members 
Mstep: Class 10 contains 51571 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 54815 members 
Mstep: Class 13 contains 71822 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 54351 members 
Mstep: Class 16 contains 54977 members 
Mstep: Class 17 contains 76869 members 
Mstep: Class 18 contains 86084 members 
Mstep: Class 19 contains 69390 members 
Mstep: Class 20 contains 71211 members 
Mstep: Class 21 contains 73468 members 
Mstep: Class 22 contains 3064 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -1.9609e+08 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 66754 members 
Mstep: Class 3 contains 56577 members 
Mstep: Class 5 contains 88136 members 
Mstep: Class 6 contains 57422 members 
Mstep: Class 7 contains 16133 members 
Mstep: Class 8 contains 28463 members 
Mstep: Class 9 contains 52794 members 
Mstep: Class 10 contains 51148 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 55484 members 
Mstep: Class 13 contains 72874 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 54589 members 
Mstep: Class 16 contains 54507 members 
Mstep: Class 17 contains 76586 members 
Mstep: Class 18 contains 85884 members 
Mstep: Class 19 contains 69587 members 
Mstep: Class 20 contains 71220 members 
Mstep: Class 21 contains 73500 members 
Mstep: Class 22 contains 3078 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -1.960913e+08 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 66736 members 
Mstep: Class 3 contains 56527 members 
Mstep: Class 5 contains 87498 members 
Mstep: Class 6 contains 57497 members 
Mstep: Class 7 contains 16349 members 
Mstep: Class 8 contains 28369 members 
Mstep: Class 9 contains 52945 members 
Mstep: Class 10 contains 50752 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 56099 members 
Mstep: Class 13 contains 73658 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 54860 members 
Mstep: Class 16 contains 53992 members 
Mstep: Class 17 contains 76330 members 
Mstep: Class 18 contains 85686 members 
Mstep: Class 19 contains 69884 members 
Mstep: Class 20 contains 71235 members 
Mstep: Class 21 contains 73513 members 
Mstep: Class 22 contains 3098 members 
Entering Unmasked Estep 
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Score: -196092240.000000 Penalty: 72550.546875
Iteration 34Q: 22 clusters Score -1.960922e+08 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 66699 members 
Mstep: Class 3 contains 56475 members 
Mstep: Class 5 contains 86793 members 
Mstep: Class 6 contains 57546 members 
Mstep: Class 7 contains 16602 members 
Mstep: Class 8 contains 28273 members 
Mstep: Class 9 contains 53164 members 
Mstep: Class 10 contains 50349 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 56735 members 
Mstep: Class 13 contains 74316 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 55151 members 
Mstep: Class 16 contains 53412 members 
Mstep: Class 17 contains 76113 members 
Mstep: Class 18 contains 85505 members 
Mstep: Class 19 contains 70136 members 
Mstep: Class 20 contains 71265 members 
Mstep: Class 21 contains 73573 members 
Mstep: Class 22 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196093136.000000 Penalty: 72550.546875
Iteration 35Q: 22 clusters Score -1.960931e+08 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 66687 members 
Mstep: Class 3 contains 56365 members 
Mstep: Class 5 contains 86311 members 
Mstep: Class 6 contains 57589 members 
Mstep: Class 7 contains 16845 members 
Mstep: Class 8 contains 28203 members 
Mstep: Class 9 contains 53415 members 
Mstep: Class 10 contains 50093 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57198 members 
Mstep: Class 13 contains 74838 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 55363 members 
Mstep: Class 16 contains 52872 members 
Mstep: Class 17 contains 75916 members 
Mstep: Class 18 contains 85274 members 
Mstep: Class 19 contains 70393 members 
Mstep: Class 20 contains 71298 members 
Mstep: Class 21 contains 73620 members 
Mstep: Class 22 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196093840.000000 Penalty: 72550.546875
Iteration 36Q: 22 clusters Score -1.960938e+08 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 66697 members 
Mstep: Class 3 contains 56302 members 
Mstep: Class 5 contains 85742 members 
Mstep: Class 6 contains 57647 members 
Mstep: Class 7 contains 17090 members 
Mstep: Class 8 contains 28178 members 
Mstep: Class 9 contains 53647 members 
Mstep: Class 10 contains 49876 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57588 members 
Mstep: Class 13 contains 75407 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 55550 members 
Mstep: Class 16 contains 52373 members 
Mstep: Class 17 contains 75724 members 
Mstep: Class 18 contains 85044 members 
Mstep: Class 19 contains 70745 members 
Mstep: Class 20 contains 71265 members 
Mstep: Class 21 contains 73631 members 
Mstep: Class 22 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196093280.000000 Penalty: 72550.546875
Iteration 37Q: 22 clusters Score -1.960933e+08 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 66835 members 
Mstep: Class 3 contains 56245 members 
Mstep: Class 5 contains 85197 members 
Mstep: Class 6 contains 57661 members 
Mstep: Class 7 contains 17320 members 
Mstep: Class 8 contains 28144 members 
Mstep: Class 9 contains 53809 members 
Mstep: Class 10 contains 49755 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57883 members 
Mstep: Class 13 contains 75988 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 55642 members 
Mstep: Class 16 contains 51926 members 
Mstep: Class 17 contains 75489 members 
Mstep: Class 18 contains 84876 members 
Mstep: Class 19 contains 71043 members 
Mstep: Class 20 contains 71287 members 
Mstep: Class 21 contains 73607 members 
Mstep: Class 22 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196093248.000000 Penalty: 72550.546875
Iteration 38Q: 22 clusters Score -1.960932e+08 nChanged 10498
Entering ConstructFrom: 
Score: -196093248.000000 Penalty: 72550.546875
Entering ConstructFrom: 
Trying to split cluster 1 (82661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Entering Unmasked Estep 
Score: -14636866.000000 Penalty: 2807.980713
	Iteration 0F: 2 clusters Score -1.463687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -14624151.000000 Penalty: 5615.961426
	Iteration 0F: 3 clusters Score -1.462415e+07 nChanged 38846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -14646452.000000 Penalty: 5615.961426
	Iteration 1F: 3 clusters Score -1.464645e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -14647342.000000 Penalty: 5615.961426
	Iteration 2Q: 3 clusters Score -1.464734e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -14648784.000000 Penalty: 5615.961426
	Iteration 3F: 3 clusters Score -1.464878e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -14650509.000000 Penalty: 5615.961426
	Iteration 4F: 3 clusters Score -1.465051e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -14653050.000000 Penalty: 5615.961426
	Iteration 5F: 3 clusters Score -1.465305e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -14656823.000000 Penalty: 5615.961426
	Iteration 6F: 3 clusters Score -1.465682e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -14660604.000000 Penalty: 5615.961426
	Iteration 7F: 3 clusters Score -1.46606e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -14663073.000000 Penalty: 5615.961426
	Iteration 8F: 3 clusters Score -1.466307e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -14664305.000000 Penalty: 5615.961426
	Iteration 9Q: 3 clusters Score -1.46643e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -14665008.000000 Penalty: 5615.961426
	Iteration 10Q: 3 clusters Score -1.466501e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -14665374.000000 Penalty: 5615.961426
	Iteration 11Q: 3 clusters Score -1.466537e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -14665802.000000 Penalty: 5615.961426
	Iteration 12Q: 3 clusters Score -1.46658e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -14666237.000000 Penalty: 5615.961426
	Iteration 13Q: 3 clusters Score -1.466624e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -14666498.000000 Penalty: 5615.961426
	Iteration 14Q: 3 clusters Score -1.46665e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -14666493.000000 Penalty: 5615.961426
	Iteration 15Q: 3 clusters Score -1.466649e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -14666395.000000 Penalty: 5615.961426
	Iteration 16Q: 3 clusters Score -1.46664e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -14666195.000000 Penalty: 5615.961426
	Iteration 17Q: 3 clusters Score -1.46662e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -14666054.000000 Penalty: 5615.961426
	Iteration 18Q: 3 clusters Score -1.466605e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -14665825.000000 Penalty: 5615.961426
	Iteration 19Q: 3 clusters Score -1.466582e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -14665904.000000 Penalty: 5615.961426
	Iteration 20F: 3 clusters Score -1.46659e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -14665819.000000 Penalty: 5615.961426
	Iteration 21Q: 3 clusters Score -1.466582e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -14665763.000000 Penalty: 5615.961426
	Iteration 22Q: 3 clusters Score -1.466576e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -14665835.000000 Penalty: 5615.961426
	Iteration 23Q: 3 clusters Score -1.466584e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -14665976.000000 Penalty: 5615.961426
	Iteration 24Q: 3 clusters Score -1.466598e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -14666061.000000 Penalty: 5615.961426
	Iteration 25Q: 3 clusters Score -1.466606e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -14666217.000000 Penalty: 5615.961426
	Iteration 26Q: 3 clusters Score -1.466622e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -14666298.000000 Penalty: 5615.961426
	Iteration 27Q: 3 clusters Score -1.46663e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -14666401.000000 Penalty: 5615.961426
	Iteration 28Q: 3 clusters Score -1.46664e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -14666471.000000 Penalty: 5615.961426
	Iteration 29Q: 3 clusters Score -1.466647e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -14666572.000000 Penalty: 5615.961426
	Iteration 30Q: 3 clusters Score -1.466657e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -14666719.000000 Penalty: 5615.961426
	Iteration 31Q: 3 clusters Score -1.466672e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -14666866.000000 Penalty: 5615.961426
	Iteration 32Q: 3 clusters Score -1.466687e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -14667073.000000 Penalty: 5615.961426
	Iteration 33Q: 3 clusters Score -1.466707e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -14667221.000000 Penalty: 5615.961426
	Iteration 34Q: 3 clusters Score -1.466722e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -14667345.000000 Penalty: 5615.961426
	Iteration 35Q: 3 clusters Score -1.466734e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -14667417.000000 Penalty: 5615.961426
	Iteration 36Q: 3 clusters Score -1.466742e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -14667512.000000 Penalty: 5615.961426
	Iteration 37Q: 3 clusters Score -1.466751e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -14667651.000000 Penalty: 5615.961426
	Iteration 38Q: 3 clusters Score -1.466765e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -14667818.000000 Penalty: 5615.961426
	Iteration 39Q: 3 clusters Score -1.466782e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -14667943.000000 Penalty: 5615.961426
	Iteration 40F: 3 clusters Score -1.466794e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -14668078.000000 Penalty: 5615.961426
	Iteration 41Q: 3 clusters Score -1.466808e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -14668258.000000 Penalty: 5615.961426
	Iteration 42Q: 3 clusters Score -1.466826e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -14668435.000000 Penalty: 5615.961426
	Iteration 43Q: 3 clusters Score -1.466844e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -14668568.000000 Penalty: 5615.961426
	Iteration 44Q: 3 clusters Score -1.466857e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -14668731.000000 Penalty: 5615.961426
	Iteration 45Q: 3 clusters Score -1.466873e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -14668911.000000 Penalty: 5615.961426
	Iteration 46Q: 3 clusters Score -1.466891e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -14669082.000000 Penalty: 5615.961426
	Iteration 47Q: 3 clusters Score -1.466908e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -14669381.000000 Penalty: 5615.961426
	Iteration 48Q: 3 clusters Score -1.466938e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -14669614.000000 Penalty: 5615.961426
	Iteration 49Q: 3 clusters Score -1.466961e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -14669936.000000 Penalty: 5615.961426
	Iteration 50Q: 3 clusters Score -1.466994e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -14670289.000000 Penalty: 5615.961426
	Iteration 51Q: 3 clusters Score -1.467029e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -14670752.000000 Penalty: 5615.961426
	Iteration 52Q: 3 clusters Score -1.467075e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -14671339.000000 Penalty: 5615.961426
	Iteration 53Q: 3 clusters Score -1.467134e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -14671999.000000 Penalty: 5615.961426
	Iteration 54Q: 3 clusters Score -1.4672e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -14672787.000000 Penalty: 5615.961426
	Iteration 55Q: 3 clusters Score -1.467279e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -14673315.000000 Penalty: 5615.961426
	Iteration 56Q: 3 clusters Score -1.467332e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -14673701.000000 Penalty: 5615.961426
	Iteration 57Q: 3 clusters Score -1.46737e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -14674078.000000 Penalty: 5615.961426
	Iteration 58Q: 3 clusters Score -1.467408e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -14674329.000000 Penalty: 5615.961426
	Iteration 59Q: 3 clusters Score -1.467433e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -14674758.000000 Penalty: 5615.961426
	Iteration 60F: 3 clusters Score -1.467476e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -14675041.000000 Penalty: 5615.961426
	Iteration 61Q: 3 clusters Score -1.467504e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -14675224.000000 Penalty: 5615.961426
	Iteration 62Q: 3 clusters Score -1.467522e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -14675367.000000 Penalty: 5615.961426
	Iteration 63Q: 3 clusters Score -1.467537e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -14675392.000000 Penalty: 5615.961426
	Iteration 64Q: 3 clusters Score -1.467539e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -14675492.000000 Penalty: 5615.961426
	Iteration 65Q: 3 clusters Score -1.467549e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -14675490.000000 Penalty: 5615.961426
	Iteration 66Q: 3 clusters Score -1.467549e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -14675441.000000 Penalty: 5615.961426
	Iteration 67Q: 3 clusters Score -1.467544e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -14675444.000000 Penalty: 5615.961426
	Iteration 68Q: 3 clusters Score -1.467544e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -14675480.000000 Penalty: 5615.961426
	Iteration 69Q: 3 clusters Score -1.467548e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -14675502.000000 Penalty: 5615.961426
	Iteration 70Q: 3 clusters Score -1.46755e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -14675513.000000 Penalty: 5615.961426
	Iteration 71Q: 3 clusters Score -1.467551e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -14675525.000000 Penalty: 5615.961426
	Iteration 72Q: 3 clusters Score -1.467552e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -14675527.000000 Penalty: 5615.961426
	Iteration 73Q: 3 clusters Score -1.467553e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -14675547.000000 Penalty: 5615.961426
	Iteration 74Q: 3 clusters Score -1.467555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -14675518.000000 Penalty: 5615.961426
	Iteration 75Q: 3 clusters Score -1.467552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -14675525.000000 Penalty: 5615.961426
	Iteration 76Q: 3 clusters Score -1.467552e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -14675546.000000 Penalty: 5615.961426
	Iteration 77Q: 3 clusters Score -1.467555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -14675544.000000 Penalty: 5615.961426
	Iteration 78Q: 3 clusters Score -1.467554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -14675549.000000 Penalty: 5615.961426
	Iteration 79Q: 3 clusters Score -1.467555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -14675548.000000 Penalty: 5615.961426
	Iteration 80F: 3 clusters Score -1.467555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -14675531.000000 Penalty: 5615.961426
	Iteration 81Q: 3 clusters Score -1.467553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -14675529.000000 Penalty: 5615.961426
	Iteration 82Q: 3 clusters Score -1.467553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -14675524.000000 Penalty: 5615.961426
	Iteration 83Q: 3 clusters Score -1.467552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -14675523.000000 Penalty: 5615.961426
	Iteration 84Q: 3 clusters Score -1.467552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -14675523.000000 Penalty: 5615.961426
	Iteration 85Q: 3 clusters Score -1.467552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -14675518.000000 Penalty: 5615.961426
	Iteration 86Q: 3 clusters Score -1.467552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -14675512.000000 Penalty: 5615.961426
	Iteration 87Q: 3 clusters Score -1.467551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -14675517.000000 Penalty: 5615.961426
	Iteration 88Q: 3 clusters Score -1.467552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -14675525.000000 Penalty: 5615.961426
	Iteration 89Q: 3 clusters Score -1.467552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -14675531.000000 Penalty: 5615.961426
	Iteration 90Q: 3 clusters Score -1.467553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -14675531.000000 Penalty: 5615.961426
	Iteration 91F: 3 clusters Score -1.467553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 84656 members 
Mstep: Class 6 contains 57666 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 28131 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Entering Unmasked Estep 
Score: -196122928.000000 Penalty: 76005.335938
Splitting cluster 1 changes total score from -196093248.000000 to -196122928.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (66906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Entering Unmasked Estep 
Score: -11973123.000000 Penalty: 2755.538818
	Iteration 0F: 2 clusters Score -1.197312e+07 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 33303 members 
Entering Unmasked Estep 
Score: -11944637.000000 Penalty: 5511.077637
	Iteration 0F: 3 clusters Score -1.194464e+07 nChanged 31254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -11962225.000000 Penalty: 5511.077637
	Iteration 1F: 3 clusters Score -1.196222e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -11962771.000000 Penalty: 5511.077637
	Iteration 2Q: 3 clusters Score -1.196277e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -11963456.000000 Penalty: 5511.077637
	Iteration 3Q: 3 clusters Score -1.196346e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -11964253.000000 Penalty: 5511.077637
	Iteration 4Q: 3 clusters Score -1.196425e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -11965320.000000 Penalty: 5511.077637
	Iteration 5Q: 3 clusters Score -1.196532e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -11966652.000000 Penalty: 5511.077637
	Iteration 6F: 3 clusters Score -1.196665e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -11968370.000000 Penalty: 5511.077637
	Iteration 7F: 3 clusters Score -1.196837e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -11970117.000000 Penalty: 5511.077637
	Iteration 8F: 3 clusters Score -1.197012e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -11971951.000000 Penalty: 5511.077637
	Iteration 9F: 3 clusters Score -1.197195e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -11973530.000000 Penalty: 5511.077637
	Iteration 10Q: 3 clusters Score -1.197353e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -11974349.000000 Penalty: 5511.077637
	Iteration 11Q: 3 clusters Score -1.197435e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -11974804.000000 Penalty: 5511.077637
	Iteration 12Q: 3 clusters Score -1.19748e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -11975137.000000 Penalty: 5511.077637
	Iteration 13Q: 3 clusters Score -1.197514e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -11975356.000000 Penalty: 5511.077637
	Iteration 14Q: 3 clusters Score -1.197536e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -11975600.000000 Penalty: 5511.077637
	Iteration 15Q: 3 clusters Score -1.19756e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -11975862.000000 Penalty: 5511.077637
	Iteration 16Q: 3 clusters Score -1.197586e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -11976175.000000 Penalty: 5511.077637
	Iteration 17Q: 3 clusters Score -1.197618e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -11976480.000000 Penalty: 5511.077637
	Iteration 18Q: 3 clusters Score -1.197648e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -11976632.000000 Penalty: 5511.077637
	Iteration 19Q: 3 clusters Score -1.197663e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -11976869.000000 Penalty: 5511.077637
	Iteration 20F: 3 clusters Score -1.197687e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -11977093.000000 Penalty: 5511.077637
	Iteration 21Q: 3 clusters Score -1.197709e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -11977228.000000 Penalty: 5511.077637
	Iteration 22Q: 3 clusters Score -1.197723e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -11977521.000000 Penalty: 5511.077637
	Iteration 23Q: 3 clusters Score -1.197752e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -11977753.000000 Penalty: 5511.077637
	Iteration 24Q: 3 clusters Score -1.197775e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -11977994.000000 Penalty: 5511.077637
	Iteration 25Q: 3 clusters Score -1.197799e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -11978198.000000 Penalty: 5511.077637
	Iteration 26Q: 3 clusters Score -1.19782e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -11978389.000000 Penalty: 5511.077637
	Iteration 27Q: 3 clusters Score -1.197839e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -11978537.000000 Penalty: 5511.077637
	Iteration 28Q: 3 clusters Score -1.197854e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -11978726.000000 Penalty: 5511.077637
	Iteration 29Q: 3 clusters Score -1.197873e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -11978983.000000 Penalty: 5511.077637
	Iteration 30Q: 3 clusters Score -1.197898e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -11979160.000000 Penalty: 5511.077637
	Iteration 31Q: 3 clusters Score -1.197916e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -11979388.000000 Penalty: 5511.077637
	Iteration 32Q: 3 clusters Score -1.197939e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -11979653.000000 Penalty: 5511.077637
	Iteration 33Q: 3 clusters Score -1.197965e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -11979907.000000 Penalty: 5511.077637
	Iteration 34Q: 3 clusters Score -1.197991e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -11980099.000000 Penalty: 5511.077637
	Iteration 35Q: 3 clusters Score -1.19801e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -11980410.000000 Penalty: 5511.077637
	Iteration 36Q: 3 clusters Score -1.198041e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -11980723.000000 Penalty: 5511.077637
	Iteration 37Q: 3 clusters Score -1.198072e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -11981057.000000 Penalty: 5511.077637
	Iteration 38Q: 3 clusters Score -1.198106e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -11981270.000000 Penalty: 5511.077637
	Iteration 39Q: 3 clusters Score -1.198127e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -11981613.000000 Penalty: 5511.077637
	Iteration 40F: 3 clusters Score -1.198161e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -11982081.000000 Penalty: 5511.077637
	Iteration 41Q: 3 clusters Score -1.198208e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -11982454.000000 Penalty: 5511.077637
	Iteration 42Q: 3 clusters Score -1.198245e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -11982773.000000 Penalty: 5511.077637
	Iteration 43Q: 3 clusters Score -1.198277e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -11982956.000000 Penalty: 5511.077637
	Iteration 44Q: 3 clusters Score -1.198296e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -11983153.000000 Penalty: 5511.077637
	Iteration 45Q: 3 clusters Score -1.198315e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -11983169.000000 Penalty: 5511.077637
	Iteration 46Q: 3 clusters Score -1.198317e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -11983119.000000 Penalty: 5511.077637
	Iteration 47Q: 3 clusters Score -1.198312e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -11983056.000000 Penalty: 5511.077637
	Iteration 48Q: 3 clusters Score -1.198306e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -11982930.000000 Penalty: 5511.077637
	Iteration 49Q: 3 clusters Score -1.198293e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -11982753.000000 Penalty: 5511.077637
	Iteration 50Q: 3 clusters Score -1.198275e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -11982564.000000 Penalty: 5511.077637
	Iteration 51Q: 3 clusters Score -1.198256e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -11982328.000000 Penalty: 5511.077637
	Iteration 52Q: 3 clusters Score -1.198233e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -11982162.000000 Penalty: 5511.077637
	Iteration 53Q: 3 clusters Score -1.198216e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -11981869.000000 Penalty: 5511.077637
	Iteration 54Q: 3 clusters Score -1.198187e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -11981505.000000 Penalty: 5511.077637
	Iteration 55Q: 3 clusters Score -1.19815e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -11981251.000000 Penalty: 5511.077637
	Iteration 56Q: 3 clusters Score -1.198125e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -11980983.000000 Penalty: 5511.077637
	Iteration 57Q: 3 clusters Score -1.198098e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -11980703.000000 Penalty: 5511.077637
	Iteration 58Q: 3 clusters Score -1.19807e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -11980447.000000 Penalty: 5511.077637
	Iteration 59Q: 3 clusters Score -1.198045e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -11980328.000000 Penalty: 5511.077637
	Iteration 60F: 3 clusters Score -1.198033e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -11979843.000000 Penalty: 5511.077637
	Iteration 61Q: 3 clusters Score -1.197984e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -11979386.000000 Penalty: 5511.077637
	Iteration 62Q: 3 clusters Score -1.197939e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -11978839.000000 Penalty: 5511.077637
	Iteration 63Q: 3 clusters Score -1.197884e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -11978271.000000 Penalty: 5511.077637
	Iteration 64Q: 3 clusters Score -1.197827e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -11977750.000000 Penalty: 5511.077637
	Iteration 65Q: 3 clusters Score -1.197775e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -11977282.000000 Penalty: 5511.077637
	Iteration 66Q: 3 clusters Score -1.197728e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -11976882.000000 Penalty: 5511.077637
	Iteration 67Q: 3 clusters Score -1.197688e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -11976556.000000 Penalty: 5511.077637
	Iteration 68Q: 3 clusters Score -1.197656e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -11976285.000000 Penalty: 5511.077637
	Iteration 69Q: 3 clusters Score -1.197628e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -11976013.000000 Penalty: 5511.077637
	Iteration 70Q: 3 clusters Score -1.197601e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -11975755.000000 Penalty: 5511.077637
	Iteration 71Q: 3 clusters Score -1.197576e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -11975542.000000 Penalty: 5511.077637
	Iteration 72Q: 3 clusters Score -1.197554e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -11975329.000000 Penalty: 5511.077637
	Iteration 73Q: 3 clusters Score -1.197533e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -11975109.000000 Penalty: 5511.077637
	Iteration 74Q: 3 clusters Score -1.197511e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -11974926.000000 Penalty: 5511.077637
	Iteration 75Q: 3 clusters Score -1.197493e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -11974775.000000 Penalty: 5511.077637
	Iteration 76Q: 3 clusters Score -1.197478e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -11974638.000000 Penalty: 5511.077637
	Iteration 77Q: 3 clusters Score -1.197464e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -11974500.000000 Penalty: 5511.077637
	Iteration 78Q: 3 clusters Score -1.19745e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -11974402.000000 Penalty: 5511.077637
	Iteration 79Q: 3 clusters Score -1.19744e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -11974285.000000 Penalty: 5511.077637
	Iteration 80F: 3 clusters Score -1.197428e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -11974228.000000 Penalty: 5511.077637
	Iteration 81Q: 3 clusters Score -1.197423e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -11974120.000000 Penalty: 5511.077637
	Iteration 82Q: 3 clusters Score -1.197412e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -11974059.000000 Penalty: 5511.077637
	Iteration 83Q: 3 clusters Score -1.197406e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -11973988.000000 Penalty: 5511.077637
	Iteration 84Q: 3 clusters Score -1.197399e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -11973970.000000 Penalty: 5511.077637
	Iteration 85Q: 3 clusters Score -1.197397e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -11973936.000000 Penalty: 5511.077637
	Iteration 86Q: 3 clusters Score -1.197394e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -11973894.000000 Penalty: 5511.077637
	Iteration 87Q: 3 clusters Score -1.197389e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -11973817.000000 Penalty: 5511.077637
	Iteration 88Q: 3 clusters Score -1.197382e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -11973810.000000 Penalty: 5511.077637
	Iteration 89Q: 3 clusters Score -1.197381e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -11973743.000000 Penalty: 5511.077637
	Iteration 90Q: 3 clusters Score -1.197374e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -11973720.000000 Penalty: 5511.077637
	Iteration 91Q: 3 clusters Score -1.197372e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -11973698.000000 Penalty: 5511.077637
	Iteration 92Q: 3 clusters Score -1.19737e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -11973671.000000 Penalty: 5511.077637
	Iteration 93Q: 3 clusters Score -1.197367e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -11973627.000000 Penalty: 5511.077637
	Iteration 94Q: 3 clusters Score -1.197363e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -11973592.000000 Penalty: 5511.077637
	Iteration 95Q: 3 clusters Score -1.197359e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -11973604.000000 Penalty: 5511.077637
	Iteration 96Q: 3 clusters Score -1.19736e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -11973547.000000 Penalty: 5511.077637
	Iteration 97Q: 3 clusters Score -1.197355e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -11973557.000000 Penalty: 5511.077637
	Iteration 98Q: 3 clusters Score -1.197356e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -11973525.000000 Penalty: 5511.077637
	Iteration 99Q: 3 clusters Score -1.197352e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -11973473.000000 Penalty: 5511.077637
	Iteration 100F: 3 clusters Score -1.197347e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -11973442.000000 Penalty: 5511.077637
	Iteration 101Q: 3 clusters Score -1.197344e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -11973390.000000 Penalty: 5511.077637
	Iteration 102Q: 3 clusters Score -1.197339e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -11973380.000000 Penalty: 5511.077637
	Iteration 103Q: 3 clusters Score -1.197338e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -11973387.000000 Penalty: 5511.077637
	Iteration 104Q: 3 clusters Score -1.197339e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -11973377.000000 Penalty: 5511.077637
	Iteration 105Q: 3 clusters Score -1.197338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -11973376.000000 Penalty: 5511.077637
	Iteration 106Q: 3 clusters Score -1.197338e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -11973359.000000 Penalty: 5511.077637
	Iteration 107Q: 3 clusters Score -1.197336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -11973346.000000 Penalty: 5511.077637
	Iteration 108Q: 3 clusters Score -1.197335e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -11973321.000000 Penalty: 5511.077637
	Iteration 109Q: 3 clusters Score -1.197332e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -11973281.000000 Penalty: 5511.077637
	Iteration 110Q: 3 clusters Score -1.197328e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -11973268.000000 Penalty: 5511.077637
	Iteration 111Q: 3 clusters Score -1.197327e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -11973237.000000 Penalty: 5511.077637
	Iteration 112Q: 3 clusters Score -1.197324e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -11973215.000000 Penalty: 5511.077637
	Iteration 113Q: 3 clusters Score -1.197322e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -11973192.000000 Penalty: 5511.077637
	Iteration 114Q: 3 clusters Score -1.197319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -11973201.000000 Penalty: 5511.077637
	Iteration 115Q: 3 clusters Score -1.19732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -11973192.000000 Penalty: 5511.077637
	Iteration 116Q: 3 clusters Score -1.197319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -11973180.000000 Penalty: 5511.077637
	Iteration 117Q: 3 clusters Score -1.197318e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -11973174.000000 Penalty: 5511.077637
	Iteration 118Q: 3 clusters Score -1.197317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -11973151.000000 Penalty: 5511.077637
	Iteration 119Q: 3 clusters Score -1.197315e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -11973137.000000 Penalty: 5511.077637
	Iteration 120F: 3 clusters Score -1.197314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -11973108.000000 Penalty: 5511.077637
	Iteration 121Q: 3 clusters Score -1.197311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -11973082.000000 Penalty: 5511.077637
	Iteration 122Q: 3 clusters Score -1.197308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -11973086.000000 Penalty: 5511.077637
	Iteration 123Q: 3 clusters Score -1.197309e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -11973086.000000 Penalty: 5511.077637
	Iteration 124Q: 3 clusters Score -1.197309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -11973071.000000 Penalty: 5511.077637
	Iteration 125Q: 3 clusters Score -1.197307e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -11973062.000000 Penalty: 5511.077637
	Iteration 126Q: 3 clusters Score -1.197306e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -11973025.000000 Penalty: 5511.077637
	Iteration 127Q: 3 clusters Score -1.197302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -11973008.000000 Penalty: 5511.077637
	Iteration 128Q: 3 clusters Score -1.197301e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -11973025.000000 Penalty: 5511.077637
	Iteration 129Q: 3 clusters Score -1.197302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -11973023.000000 Penalty: 5511.077637
	Iteration 130Q: 3 clusters Score -1.197302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -11973011.000000 Penalty: 5511.077637
	Iteration 131Q: 3 clusters Score -1.197301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -11973005.000000 Penalty: 5511.077637
	Iteration 132Q: 3 clusters Score -1.1973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -11973013.000000 Penalty: 5511.077637
	Iteration 133Q: 3 clusters Score -1.197301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -11973020.000000 Penalty: 5511.077637
	Iteration 134Q: 3 clusters Score -1.197302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -11973006.000000 Penalty: 5511.077637
	Iteration 135Q: 3 clusters Score -1.197301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -11973017.000000 Penalty: 5511.077637
	Iteration 136Q: 3 clusters Score -1.197302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -11973014.000000 Penalty: 5511.077637
	Iteration 137Q: 3 clusters Score -1.197301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -11973002.000000 Penalty: 5511.077637
	Iteration 138Q: 3 clusters Score -1.1973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -11973007.000000 Penalty: 5511.077637
	Iteration 139Q: 3 clusters Score -1.197301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -11973012.000000 Penalty: 5511.077637
	Iteration 140F: 3 clusters Score -1.197301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -11972998.000000 Penalty: 5511.077637
	Iteration 141Q: 3 clusters Score -1.1973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -11972990.000000 Penalty: 5511.077637
	Iteration 142Q: 3 clusters Score -1.197299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -11972984.000000 Penalty: 5511.077637
	Iteration 143Q: 3 clusters Score -1.197298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -11972984.000000 Penalty: 5511.077637
	Iteration 144Q: 3 clusters Score -1.197298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -11972984.000000 Penalty: 5511.077637
	Iteration 145Q: 3 clusters Score -1.197298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -11972984.000000 Penalty: 5511.077637
	Iteration 146Q: 3 clusters Score -1.197298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -11972982.000000 Penalty: 5511.077637
	Iteration 147Q: 3 clusters Score -1.197298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -11972974.000000 Penalty: 5511.077637
	Iteration 148Q: 3 clusters Score -1.197297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -11972986.000000 Penalty: 5511.077637
	Iteration 149Q: 3 clusters Score -1.197299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -11972987.000000 Penalty: 5511.077637
	Iteration 150Q: 3 clusters Score -1.197299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -11972987.000000 Penalty: 5511.077637
	Iteration 151F: 3 clusters Score -1.197299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Entering Unmasked Estep 
Score: -10053260.000000 Penalty: 2712.316650
	Iteration 0F: 2 clusters Score -1.005326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -10020613.000000 Penalty: 5424.633301
	Iteration 0F: 3 clusters Score -1.002061e+07 nChanged 26207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -10035554.000000 Penalty: 5424.633301
	Iteration 1F: 3 clusters Score -1.003555e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -10036373.000000 Penalty: 5424.633301
	Iteration 2Q: 3 clusters Score -1.003637e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -10037448.000000 Penalty: 5424.633301
	Iteration 3Q: 3 clusters Score -1.003745e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -10039015.000000 Penalty: 5424.633301
	Iteration 4F: 3 clusters Score -1.003902e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -10041248.000000 Penalty: 5424.633301
	Iteration 5F: 3 clusters Score -1.004125e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -10044115.000000 Penalty: 5424.633301
	Iteration 6F: 3 clusters Score -1.004412e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -10047477.000000 Penalty: 5424.633301
	Iteration 7F: 3 clusters Score -1.004748e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -10050740.000000 Penalty: 5424.633301
	Iteration 8F: 3 clusters Score -1.005074e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -10052752.000000 Penalty: 5424.633301
	Iteration 9F: 3 clusters Score -1.005275e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -10053589.000000 Penalty: 5424.633301
	Iteration 10Q: 3 clusters Score -1.005359e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -10053943.000000 Penalty: 5424.633301
	Iteration 11Q: 3 clusters Score -1.005394e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -10054041.000000 Penalty: 5424.633301
	Iteration 12Q: 3 clusters Score -1.005404e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -10053988.000000 Penalty: 5424.633301
	Iteration 13Q: 3 clusters Score -1.005399e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -10053819.000000 Penalty: 5424.633301
	Iteration 14Q: 3 clusters Score -1.005382e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -10053638.000000 Penalty: 5424.633301
	Iteration 15Q: 3 clusters Score -1.005364e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -10053549.000000 Penalty: 5424.633301
	Iteration 16Q: 3 clusters Score -1.005355e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -10053334.000000 Penalty: 5424.633301
	Iteration 17Q: 3 clusters Score -1.005333e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -10053199.000000 Penalty: 5424.633301
	Iteration 18Q: 3 clusters Score -1.00532e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -10053077.000000 Penalty: 5424.633301
	Iteration 19Q: 3 clusters Score -1.005308e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -10053004.000000 Penalty: 5424.633301
	Iteration 20F: 3 clusters Score -1.0053e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -10052846.000000 Penalty: 5424.633301
	Iteration 21Q: 3 clusters Score -1.005285e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -10052750.000000 Penalty: 5424.633301
	Iteration 22Q: 3 clusters Score -1.005275e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -10052642.000000 Penalty: 5424.633301
	Iteration 23Q: 3 clusters Score -1.005264e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -10052580.000000 Penalty: 5424.633301
	Iteration 24Q: 3 clusters Score -1.005258e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -10052533.000000 Penalty: 5424.633301
	Iteration 25Q: 3 clusters Score -1.005253e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -10052486.000000 Penalty: 5424.633301
	Iteration 26Q: 3 clusters Score -1.005249e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -10052449.000000 Penalty: 5424.633301
	Iteration 27Q: 3 clusters Score -1.005245e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -10052414.000000 Penalty: 5424.633301
	Iteration 28Q: 3 clusters Score -1.005241e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -10052370.000000 Penalty: 5424.633301
	Iteration 29Q: 3 clusters Score -1.005237e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -10052315.000000 Penalty: 5424.633301
	Iteration 30Q: 3 clusters Score -1.005232e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -10052279.000000 Penalty: 5424.633301
	Iteration 31Q: 3 clusters Score -1.005228e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -10052258.000000 Penalty: 5424.633301
	Iteration 32Q: 3 clusters Score -1.005226e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -10052237.000000 Penalty: 5424.633301
	Iteration 33Q: 3 clusters Score -1.005224e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -10052223.000000 Penalty: 5424.633301
	Iteration 34Q: 3 clusters Score -1.005222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -10052211.000000 Penalty: 5424.633301
	Iteration 35Q: 3 clusters Score -1.005221e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -10052157.000000 Penalty: 5424.633301
	Iteration 36Q: 3 clusters Score -1.005216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -10052151.000000 Penalty: 5424.633301
	Iteration 37Q: 3 clusters Score -1.005215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -10052135.000000 Penalty: 5424.633301
	Iteration 38Q: 3 clusters Score -1.005214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -10052114.000000 Penalty: 5424.633301
	Iteration 39Q: 3 clusters Score -1.005211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -10052122.000000 Penalty: 5424.633301
	Iteration 40F: 3 clusters Score -1.005212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -10052112.000000 Penalty: 5424.633301
	Iteration 41Q: 3 clusters Score -1.005211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -10052110.000000 Penalty: 5424.633301
	Iteration 42Q: 3 clusters Score -1.005211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -10052095.000000 Penalty: 5424.633301
	Iteration 43Q: 3 clusters Score -1.00521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -10052086.000000 Penalty: 5424.633301
	Iteration 44Q: 3 clusters Score -1.005209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -10052094.000000 Penalty: 5424.633301
	Iteration 45Q: 3 clusters Score -1.005209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -10052086.000000 Penalty: 5424.633301
	Iteration 46Q: 3 clusters Score -1.005209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -10052082.000000 Penalty: 5424.633301
	Iteration 47Q: 3 clusters Score -1.005208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -10052076.000000 Penalty: 5424.633301
	Iteration 48Q: 3 clusters Score -1.005208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -10052085.000000 Penalty: 5424.633301
	Iteration 49Q: 3 clusters Score -1.005208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -10052082.000000 Penalty: 5424.633301
	Iteration 50Q: 3 clusters Score -1.005208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -10052070.000000 Penalty: 5424.633301
	Iteration 51Q: 3 clusters Score -1.005207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -10052070.000000 Penalty: 5424.633301
	Iteration 52F: 3 clusters Score -1.005207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (84656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Entering Unmasked Estep 
Score: -15208189.000000 Penalty: 2813.895264
	Iteration 0F: 2 clusters Score -1.520819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -15199380.000000 Penalty: 5627.790527
	Iteration 0F: 3 clusters Score -1.519938e+07 nChanged 39718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -15221750.000000 Penalty: 5627.790527
	Iteration 1F: 3 clusters Score -1.522175e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -15222340.000000 Penalty: 5627.790527
	Iteration 2Q: 3 clusters Score -1.522234e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -15222790.000000 Penalty: 5627.790527
	Iteration 3Q: 3 clusters Score -1.522279e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -15223070.000000 Penalty: 5627.790527
	Iteration 4Q: 3 clusters Score -1.522307e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -15223759.000000 Penalty: 5627.790527
	Iteration 5F: 3 clusters Score -1.522376e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -15225393.000000 Penalty: 5627.790527
	Iteration 6F: 3 clusters Score -1.522539e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -15229071.000000 Penalty: 5627.790527
	Iteration 7F: 3 clusters Score -1.522907e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -15234539.000000 Penalty: 5627.790527
	Iteration 8F: 3 clusters Score -1.523454e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -15238970.000000 Penalty: 5627.790527
	Iteration 9F: 3 clusters Score -1.523897e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -15240616.000000 Penalty: 5627.790527
	Iteration 10F: 3 clusters Score -1.524062e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -15240496.000000 Penalty: 5627.790527
	Iteration 11Q: 3 clusters Score -1.52405e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -15239210.000000 Penalty: 5627.790527
	Iteration 12Q: 3 clusters Score -1.523921e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -15237200.000000 Penalty: 5627.790527
	Iteration 13Q: 3 clusters Score -1.52372e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -15235411.000000 Penalty: 5627.790527
	Iteration 14Q: 3 clusters Score -1.523541e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -15234073.000000 Penalty: 5627.790527
	Iteration 15Q: 3 clusters Score -1.523407e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -15233165.000000 Penalty: 5627.790527
	Iteration 16Q: 3 clusters Score -1.523316e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -15232522.000000 Penalty: 5627.790527
	Iteration 17Q: 3 clusters Score -1.523252e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -15232291.000000 Penalty: 5627.790527
	Iteration 18Q: 3 clusters Score -1.523229e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -15232409.000000 Penalty: 5627.790527
	Iteration 19Q: 3 clusters Score -1.523241e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -15232759.000000 Penalty: 5627.790527
	Iteration 20F: 3 clusters Score -1.523276e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -15233192.000000 Penalty: 5627.790527
	Iteration 21Q: 3 clusters Score -1.523319e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -15233748.000000 Penalty: 5627.790527
	Iteration 22Q: 3 clusters Score -1.523375e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -15234498.000000 Penalty: 5627.790527
	Iteration 23Q: 3 clusters Score -1.52345e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -15235024.000000 Penalty: 5627.790527
	Iteration 24Q: 3 clusters Score -1.523502e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -15235738.000000 Penalty: 5627.790527
	Iteration 25Q: 3 clusters Score -1.523574e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -15236686.000000 Penalty: 5627.790527
	Iteration 26Q: 3 clusters Score -1.523669e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -15237793.000000 Penalty: 5627.790527
	Iteration 27Q: 3 clusters Score -1.523779e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -15238618.000000 Penalty: 5627.790527
	Iteration 28Q: 3 clusters Score -1.523862e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -15239383.000000 Penalty: 5627.790527
	Iteration 29Q: 3 clusters Score -1.523938e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -15239956.000000 Penalty: 5627.790527
	Iteration 30Q: 3 clusters Score -1.523996e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -15240494.000000 Penalty: 5627.790527
	Iteration 31Q: 3 clusters Score -1.524049e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -15240921.000000 Penalty: 5627.790527
	Iteration 32Q: 3 clusters Score -1.524092e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -15241378.000000 Penalty: 5627.790527
	Iteration 33Q: 3 clusters Score -1.524138e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -15241732.000000 Penalty: 5627.790527
	Iteration 34Q: 3 clusters Score -1.524173e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -15241890.000000 Penalty: 5627.790527
	Iteration 35Q: 3 clusters Score -1.524189e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -15242053.000000 Penalty: 5627.790527
	Iteration 36Q: 3 clusters Score -1.524205e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -15242272.000000 Penalty: 5627.790527
	Iteration 37Q: 3 clusters Score -1.524227e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -15242355.000000 Penalty: 5627.790527
	Iteration 38Q: 3 clusters Score -1.524236e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -15242580.000000 Penalty: 5627.790527
	Iteration 39Q: 3 clusters Score -1.524258e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -15242818.000000 Penalty: 5627.790527
	Iteration 40F: 3 clusters Score -1.524282e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -15243064.000000 Penalty: 5627.790527
	Iteration 41Q: 3 clusters Score -1.524306e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -15243311.000000 Penalty: 5627.790527
	Iteration 42Q: 3 clusters Score -1.524331e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -15243531.000000 Penalty: 5627.790527
	Iteration 43Q: 3 clusters Score -1.524353e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -15243563.000000 Penalty: 5627.790527
	Iteration 44Q: 3 clusters Score -1.524356e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -15243592.000000 Penalty: 5627.790527
	Iteration 45Q: 3 clusters Score -1.524359e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -15243619.000000 Penalty: 5627.790527
	Iteration 46Q: 3 clusters Score -1.524362e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -15243516.000000 Penalty: 5627.790527
	Iteration 47Q: 3 clusters Score -1.524352e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -15243360.000000 Penalty: 5627.790527
	Iteration 48Q: 3 clusters Score -1.524336e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -15243226.000000 Penalty: 5627.790527
	Iteration 49Q: 3 clusters Score -1.524323e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -15243094.000000 Penalty: 5627.790527
	Iteration 50Q: 3 clusters Score -1.524309e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -15242898.000000 Penalty: 5627.790527
	Iteration 51Q: 3 clusters Score -1.52429e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -15242814.000000 Penalty: 5627.790527
	Iteration 52Q: 3 clusters Score -1.524281e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -15242692.000000 Penalty: 5627.790527
	Iteration 53Q: 3 clusters Score -1.524269e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -15242572.000000 Penalty: 5627.790527
	Iteration 54Q: 3 clusters Score -1.524257e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -15242462.000000 Penalty: 5627.790527
	Iteration 55Q: 3 clusters Score -1.524246e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -15242444.000000 Penalty: 5627.790527
	Iteration 56Q: 3 clusters Score -1.524244e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -15242376.000000 Penalty: 5627.790527
	Iteration 57Q: 3 clusters Score -1.524238e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -15242299.000000 Penalty: 5627.790527
	Iteration 58Q: 3 clusters Score -1.52423e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -15242323.000000 Penalty: 5627.790527
	Iteration 59Q: 3 clusters Score -1.524232e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -15242327.000000 Penalty: 5627.790527
	Iteration 60F: 3 clusters Score -1.524233e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -15242362.000000 Penalty: 5627.790527
	Iteration 61Q: 3 clusters Score -1.524236e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -15242406.000000 Penalty: 5627.790527
	Iteration 62Q: 3 clusters Score -1.524241e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -15242428.000000 Penalty: 5627.790527
	Iteration 63Q: 3 clusters Score -1.524243e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -15242447.000000 Penalty: 5627.790527
	Iteration 64Q: 3 clusters Score -1.524245e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -15242495.000000 Penalty: 5627.790527
	Iteration 65Q: 3 clusters Score -1.52425e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -15242498.000000 Penalty: 5627.790527
	Iteration 66Q: 3 clusters Score -1.52425e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -15242550.000000 Penalty: 5627.790527
	Iteration 67Q: 3 clusters Score -1.524255e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -15242607.000000 Penalty: 5627.790527
	Iteration 68Q: 3 clusters Score -1.524261e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -15242657.000000 Penalty: 5627.790527
	Iteration 69Q: 3 clusters Score -1.524266e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -15242769.000000 Penalty: 5627.790527
	Iteration 70Q: 3 clusters Score -1.524277e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -15242850.000000 Penalty: 5627.790527
	Iteration 71Q: 3 clusters Score -1.524285e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -15242901.000000 Penalty: 5627.790527
	Iteration 72Q: 3 clusters Score -1.52429e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -15242942.000000 Penalty: 5627.790527
	Iteration 73Q: 3 clusters Score -1.524294e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -15242983.000000 Penalty: 5627.790527
	Iteration 74Q: 3 clusters Score -1.524298e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -15243007.000000 Penalty: 5627.790527
	Iteration 75Q: 3 clusters Score -1.524301e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -15243080.000000 Penalty: 5627.790527
	Iteration 76Q: 3 clusters Score -1.524308e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -15243120.000000 Penalty: 5627.790527
	Iteration 77Q: 3 clusters Score -1.524312e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -15243136.000000 Penalty: 5627.790527
	Iteration 78Q: 3 clusters Score -1.524314e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -15243191.000000 Penalty: 5627.790527
	Iteration 79Q: 3 clusters Score -1.524319e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -15243211.000000 Penalty: 5627.790527
	Iteration 80F: 3 clusters Score -1.524321e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -15243195.000000 Penalty: 5627.790527
	Iteration 81Q: 3 clusters Score -1.52432e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -15243223.000000 Penalty: 5627.790527
	Iteration 82Q: 3 clusters Score -1.524322e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -15243198.000000 Penalty: 5627.790527
	Iteration 83Q: 3 clusters Score -1.52432e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -15243224.000000 Penalty: 5627.790527
	Iteration 84Q: 3 clusters Score -1.524322e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -15243247.000000 Penalty: 5627.790527
	Iteration 85Q: 3 clusters Score -1.524325e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -15243266.000000 Penalty: 5627.790527
	Iteration 86Q: 3 clusters Score -1.524327e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -15243297.000000 Penalty: 5627.790527
	Iteration 87Q: 3 clusters Score -1.52433e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -15243288.000000 Penalty: 5627.790527
	Iteration 88Q: 3 clusters Score -1.524329e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -15243252.000000 Penalty: 5627.790527
	Iteration 89Q: 3 clusters Score -1.524325e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -15243234.000000 Penalty: 5627.790527
	Iteration 90Q: 3 clusters Score -1.524323e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -15243224.000000 Penalty: 5627.790527
	Iteration 91Q: 3 clusters Score -1.524322e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -15243226.000000 Penalty: 5627.790527
	Iteration 92Q: 3 clusters Score -1.524323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -15243190.000000 Penalty: 5627.790527
	Iteration 93Q: 3 clusters Score -1.524319e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -15243199.000000 Penalty: 5627.790527
	Iteration 94Q: 3 clusters Score -1.52432e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -15243193.000000 Penalty: 5627.790527
	Iteration 95Q: 3 clusters Score -1.524319e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -15243179.000000 Penalty: 5627.790527
	Iteration 96Q: 3 clusters Score -1.524318e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -15243179.000000 Penalty: 5627.790527
	Iteration 97Q: 3 clusters Score -1.524318e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -15243134.000000 Penalty: 5627.790527
	Iteration 98Q: 3 clusters Score -1.524313e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -15243128.000000 Penalty: 5627.790527
	Iteration 99Q: 3 clusters Score -1.524313e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -15243118.000000 Penalty: 5627.790527
	Iteration 100F: 3 clusters Score -1.524312e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -15243121.000000 Penalty: 5627.790527
	Iteration 101Q: 3 clusters Score -1.524312e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -15243140.000000 Penalty: 5627.790527
	Iteration 102Q: 3 clusters Score -1.524314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -15243138.000000 Penalty: 5627.790527
	Iteration 103Q: 3 clusters Score -1.524314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -15243157.000000 Penalty: 5627.790527
	Iteration 104Q: 3 clusters Score -1.524316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -15243147.000000 Penalty: 5627.790527
	Iteration 105Q: 3 clusters Score -1.524315e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -15243146.000000 Penalty: 5627.790527
	Iteration 106Q: 3 clusters Score -1.524315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -15243117.000000 Penalty: 5627.790527
	Iteration 107Q: 3 clusters Score -1.524312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -15243100.000000 Penalty: 5627.790527
	Iteration 108Q: 3 clusters Score -1.52431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -15243096.000000 Penalty: 5627.790527
	Iteration 109Q: 3 clusters Score -1.52431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -15243100.000000 Penalty: 5627.790527
	Iteration 110Q: 3 clusters Score -1.52431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -15243086.000000 Penalty: 5627.790527
	Iteration 111Q: 3 clusters Score -1.524309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -15243079.000000 Penalty: 5627.790527
	Iteration 112Q: 3 clusters Score -1.524308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -15243068.000000 Penalty: 5627.790527
	Iteration 113Q: 3 clusters Score -1.524307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -15243067.000000 Penalty: 5627.790527
	Iteration 114Q: 3 clusters Score -1.524307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -15243057.000000 Penalty: 5627.790527
	Iteration 115Q: 3 clusters Score -1.524306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -15243060.000000 Penalty: 5627.790527
	Iteration 116Q: 3 clusters Score -1.524306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -15243045.000000 Penalty: 5627.790527
	Iteration 117Q: 3 clusters Score -1.524304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -15243032.000000 Penalty: 5627.790527
	Iteration 118Q: 3 clusters Score -1.524303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -15243032.000000 Penalty: 5627.790527
	Iteration 119Q: 3 clusters Score -1.524303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -15243045.000000 Penalty: 5627.790527
	Iteration 120F: 3 clusters Score -1.524304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -15243046.000000 Penalty: 5627.790527
	Iteration 121Q: 3 clusters Score -1.524305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -15243044.000000 Penalty: 5627.790527
	Iteration 122Q: 3 clusters Score -1.524304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -15243055.000000 Penalty: 5627.790527
	Iteration 123Q: 3 clusters Score -1.524306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -15243040.000000 Penalty: 5627.790527
	Iteration 124Q: 3 clusters Score -1.524304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -15243024.000000 Penalty: 5627.790527
	Iteration 125Q: 3 clusters Score -1.524302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -15243018.000000 Penalty: 5627.790527
	Iteration 126Q: 3 clusters Score -1.524302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -15243027.000000 Penalty: 5627.790527
	Iteration 127Q: 3 clusters Score -1.524303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -15243014.000000 Penalty: 5627.790527
	Iteration 128Q: 3 clusters Score -1.524301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -15243016.000000 Penalty: 5627.790527
	Iteration 129Q: 3 clusters Score -1.524302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -15243009.000000 Penalty: 5627.790527
	Iteration 130Q: 3 clusters Score -1.524301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -15243008.000000 Penalty: 5627.790527
	Iteration 131Q: 3 clusters Score -1.524301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -15243002.000000 Penalty: 5627.790527
	Iteration 132Q: 3 clusters Score -1.5243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -15243002.000000 Penalty: 5627.790527
	Iteration 133Q: 3 clusters Score -1.5243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -15243002.000000 Penalty: 5627.790527
	Iteration 134Q: 3 clusters Score -1.5243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -15243000.000000 Penalty: 5627.790527
	Iteration 135Q: 3 clusters Score -1.5243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -15242987.000000 Penalty: 5627.790527
	Iteration 136Q: 3 clusters Score -1.524299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -15242989.000000 Penalty: 5627.790527
	Iteration 137Q: 3 clusters Score -1.524299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -15242994.000000 Penalty: 5627.790527
	Iteration 138Q: 3 clusters Score -1.524299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -15242994.000000 Penalty: 5627.790527
	Iteration 139Q: 3 clusters Score -1.524299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -15242994.000000 Penalty: 5627.790527
	Iteration 140F: 3 clusters Score -1.524299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -15243002.000000 Penalty: 5627.790527
	Iteration 141Q: 3 clusters Score -1.5243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -15242989.000000 Penalty: 5627.790527
	Iteration 142Q: 3 clusters Score -1.524299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -15242987.000000 Penalty: 5627.790527
	Iteration 143Q: 3 clusters Score -1.524299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -15242994.000000 Penalty: 5627.790527
	Iteration 144Q: 3 clusters Score -1.524299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -15242988.000000 Penalty: 5627.790527
	Iteration 145Q: 3 clusters Score -1.524299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -15242983.000000 Penalty: 5627.790527
	Iteration 146Q: 3 clusters Score -1.524298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -15242975.000000 Penalty: 5627.790527
	Iteration 147Q: 3 clusters Score -1.524298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -15242977.000000 Penalty: 5627.790527
	Iteration 148Q: 3 clusters Score -1.524298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -15242971.000000 Penalty: 5627.790527
	Iteration 149Q: 3 clusters Score -1.524297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -15242983.000000 Penalty: 5627.790527
	Iteration 150Q: 3 clusters Score -1.524298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -15242977.000000 Penalty: 5627.790527
	Iteration 151Q: 3 clusters Score -1.524298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -15242977.000000 Penalty: 5627.790527
	Iteration 152F: 3 clusters Score -1.524298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 57666 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 28131 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Entering Unmasked Estep 
Score: -196152512.000000 Penalty: 79460.125000
Splitting cluster 5 changes total score from -196093248.000000 to -196152512.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (57666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Entering Unmasked Estep 
Score: -10123083.000000 Penalty: 2718.680908
	Iteration 0F: 2 clusters Score -1.012308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -10089851.000000 Penalty: 5437.361816
	Iteration 0F: 3 clusters Score -1.008985e+07 nChanged 26690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -10105262.000000 Penalty: 5437.361816
	Iteration 1F: 3 clusters Score -1.010526e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -10107647.000000 Penalty: 5437.361816
	Iteration 2F: 3 clusters Score -1.010765e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -10111897.000000 Penalty: 5437.361816
	Iteration 3F: 3 clusters Score -1.01119e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -10117720.000000 Penalty: 5437.361816
	Iteration 4F: 3 clusters Score -1.011772e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -10123345.000000 Penalty: 5437.361816
	Iteration 5F: 3 clusters Score -1.012334e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -10127433.000000 Penalty: 5437.361816
	Iteration 6F: 3 clusters Score -1.012743e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -10129673.000000 Penalty: 5437.361816
	Iteration 7F: 3 clusters Score -1.012967e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -10131080.000000 Penalty: 5437.361816
	Iteration 8Q: 3 clusters Score -1.013108e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -10132123.000000 Penalty: 5437.361816
	Iteration 9Q: 3 clusters Score -1.013212e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -10133093.000000 Penalty: 5437.361816
	Iteration 10Q: 3 clusters Score -1.013309e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -10134017.000000 Penalty: 5437.361816
	Iteration 11Q: 3 clusters Score -1.013402e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -10134831.000000 Penalty: 5437.361816
	Iteration 12Q: 3 clusters Score -1.013483e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -10135372.000000 Penalty: 5437.361816
	Iteration 13Q: 3 clusters Score -1.013537e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -10135748.000000 Penalty: 5437.361816
	Iteration 14Q: 3 clusters Score -1.013575e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -10135854.000000 Penalty: 5437.361816
	Iteration 15Q: 3 clusters Score -1.013585e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -10135984.000000 Penalty: 5437.361816
	Iteration 16Q: 3 clusters Score -1.013598e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -10136105.000000 Penalty: 5437.361816
	Iteration 17Q: 3 clusters Score -1.01361e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -10136192.000000 Penalty: 5437.361816
	Iteration 18Q: 3 clusters Score -1.013619e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -10136249.000000 Penalty: 5437.361816
	Iteration 19Q: 3 clusters Score -1.013625e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -10136312.000000 Penalty: 5437.361816
	Iteration 20F: 3 clusters Score -1.013631e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -10136397.000000 Penalty: 5437.361816
	Iteration 21Q: 3 clusters Score -1.01364e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -10136530.000000 Penalty: 5437.361816
	Iteration 22Q: 3 clusters Score -1.013653e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -10136710.000000 Penalty: 5437.361816
	Iteration 23Q: 3 clusters Score -1.013671e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -10136829.000000 Penalty: 5437.361816
	Iteration 24Q: 3 clusters Score -1.013683e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -10136888.000000 Penalty: 5437.361816
	Iteration 25Q: 3 clusters Score -1.013689e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -10136939.000000 Penalty: 5437.361816
	Iteration 26Q: 3 clusters Score -1.013694e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -10136941.000000 Penalty: 5437.361816
	Iteration 27Q: 3 clusters Score -1.013694e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -10136952.000000 Penalty: 5437.361816
	Iteration 28Q: 3 clusters Score -1.013695e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -10136942.000000 Penalty: 5437.361816
	Iteration 29Q: 3 clusters Score -1.013694e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -10136929.000000 Penalty: 5437.361816
	Iteration 30Q: 3 clusters Score -1.013693e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -10136919.000000 Penalty: 5437.361816
	Iteration 31Q: 3 clusters Score -1.013692e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -10136913.000000 Penalty: 5437.361816
	Iteration 32Q: 3 clusters Score -1.013691e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -10136914.000000 Penalty: 5437.361816
	Iteration 33Q: 3 clusters Score -1.013691e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -10136910.000000 Penalty: 5437.361816
	Iteration 34Q: 3 clusters Score -1.013691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -10136910.000000 Penalty: 5437.361816
	Iteration 35Q: 3 clusters Score -1.013691e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -10136894.000000 Penalty: 5437.361816
	Iteration 36Q: 3 clusters Score -1.013689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -10136899.000000 Penalty: 5437.361816
	Iteration 37Q: 3 clusters Score -1.01369e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -10136901.000000 Penalty: 5437.361816
	Iteration 38Q: 3 clusters Score -1.01369e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -10136887.000000 Penalty: 5437.361816
	Iteration 39Q: 3 clusters Score -1.013689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -10136871.000000 Penalty: 5437.361816
	Iteration 40F: 3 clusters Score -1.013687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -10136875.000000 Penalty: 5437.361816
	Iteration 41Q: 3 clusters Score -1.013688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -10136870.000000 Penalty: 5437.361816
	Iteration 42Q: 3 clusters Score -1.013687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -10136868.000000 Penalty: 5437.361816
	Iteration 43Q: 3 clusters Score -1.013687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -10136858.000000 Penalty: 5437.361816
	Iteration 44Q: 3 clusters Score -1.013686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -10136865.000000 Penalty: 5437.361816
	Iteration 45Q: 3 clusters Score -1.013686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -10136873.000000 Penalty: 5437.361816
	Iteration 46Q: 3 clusters Score -1.013687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -10136870.000000 Penalty: 5437.361816
	Iteration 47Q: 3 clusters Score -1.013687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -10136883.000000 Penalty: 5437.361816
	Iteration 48Q: 3 clusters Score -1.013688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -10136876.000000 Penalty: 5437.361816
	Iteration 49Q: 3 clusters Score -1.013688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -10136881.000000 Penalty: 5437.361816
	Iteration 50Q: 3 clusters Score -1.013688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -10136874.000000 Penalty: 5437.361816
	Iteration 51Q: 3 clusters Score -1.013687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -10136874.000000 Penalty: 5437.361816
	Iteration 52F: 3 clusters Score -1.013687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 17551 members 
Mstep: Class 8 contains 28131 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Entering Unmasked Estep 
Score: -196164240.000000 Penalty: 82914.914062
Splitting cluster 6 changes total score from -196093248.000000 to -196164240.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (17551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Entering Unmasked Estep 
Score: -3013553.000000 Penalty: 2423.670898
	Iteration 0F: 2 clusters Score -3013553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3001199.000000 Penalty: 4847.341797
	Iteration 0F: 3 clusters Score -3001199 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3005725.250000 Penalty: 4847.341797
	Iteration 1F: 3 clusters Score -3005725 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3007123.500000 Penalty: 4847.341797
	Iteration 2F: 3 clusters Score -3007124 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3009162.000000 Penalty: 4847.341797
	Iteration 3F: 3 clusters Score -3009162 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3010865.750000 Penalty: 4847.341797
	Iteration 4F: 3 clusters Score -3010866 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3011989.000000 Penalty: 4847.341797
	Iteration 5F: 3 clusters Score -3011989 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3012717.250000 Penalty: 4847.341797
	Iteration 6F: 3 clusters Score -3012717 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3013176.250000 Penalty: 4847.341797
	Iteration 7Q: 3 clusters Score -3013176 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3013491.000000 Penalty: 4847.341797
	Iteration 8Q: 3 clusters Score -3013491 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3013766.250000 Penalty: 4847.341797
	Iteration 9Q: 3 clusters Score -3013766 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3013975.000000 Penalty: 4847.341797
	Iteration 10Q: 3 clusters Score -3013975 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3014135.750000 Penalty: 4847.341797
	Iteration 11Q: 3 clusters Score -3014136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3014244.500000 Penalty: 4847.341797
	Iteration 12Q: 3 clusters Score -3014244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3014308.250000 Penalty: 4847.341797
	Iteration 13Q: 3 clusters Score -3014308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3014355.500000 Penalty: 4847.341797
	Iteration 14Q: 3 clusters Score -3014356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3014407.500000 Penalty: 4847.341797
	Iteration 15Q: 3 clusters Score -3014408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3014434.750000 Penalty: 4847.341797
	Iteration 16Q: 3 clusters Score -3014435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3014457.000000 Penalty: 4847.341797
	Iteration 17Q: 3 clusters Score -3014457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3014473.000000 Penalty: 4847.341797
	Iteration 18Q: 3 clusters Score -3014473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3014480.250000 Penalty: 4847.341797
	Iteration 19Q: 3 clusters Score -3014480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3014493.250000 Penalty: 4847.341797
	Iteration 20F: 3 clusters Score -3014493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3014506.000000 Penalty: 4847.341797
	Iteration 21Q: 3 clusters Score -3014506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3014505.750000 Penalty: 4847.341797
	Iteration 22Q: 3 clusters Score -3014506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3014510.750000 Penalty: 4847.341797
	Iteration 23Q: 3 clusters Score -3014511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3014518.250000 Penalty: 4847.341797
	Iteration 24Q: 3 clusters Score -3014518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3014516.250000 Penalty: 4847.341797
	Iteration 25Q: 3 clusters Score -3014516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3014521.750000 Penalty: 4847.341797
	Iteration 26Q: 3 clusters Score -3014522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3014519.500000 Penalty: 4847.341797
	Iteration 27Q: 3 clusters Score -3014520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3014525.000000 Penalty: 4847.341797
	Iteration 28Q: 3 clusters Score -3014525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3014522.000000 Penalty: 4847.341797
	Iteration 29Q: 3 clusters Score -3014522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3014523.250000 Penalty: 4847.341797
	Iteration 30Q: 3 clusters Score -3014523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3014519.500000 Penalty: 4847.341797
	Iteration 31Q: 3 clusters Score -3014520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3014516.750000 Penalty: 4847.341797
	Iteration 32Q: 3 clusters Score -3014517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3014519.750000 Penalty: 4847.341797
	Iteration 33Q: 3 clusters Score -3014520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3014519.750000 Penalty: 4847.341797
	Iteration 34F: 3 clusters Score -3014520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 28131 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Entering Unmasked Estep 
Score: -196163872.000000 Penalty: 86369.703125
Splitting cluster 7 changes total score from -196093248.000000 to -196163872.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (28131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Entering Unmasked Estep 
Score: -4788722.000000 Penalty: 2540.667480
	Iteration 0F: 2 clusters Score -4788722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4769568.000000 Penalty: 5081.334961
	Iteration 0F: 3 clusters Score -4769568 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4777162.500000 Penalty: 5081.334961
	Iteration 1F: 3 clusters Score -4777162 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -4778720.500000 Penalty: 5081.334961
	Iteration 2F: 3 clusters Score -4778720 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4780273.000000 Penalty: 5081.334961
	Iteration 3F: 3 clusters Score -4780273 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -4781604.500000 Penalty: 5081.334961
	Iteration 4F: 3 clusters Score -4781604 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4782842.000000 Penalty: 5081.334961
	Iteration 5F: 3 clusters Score -4782842 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4784027.000000 Penalty: 5081.334961
	Iteration 6F: 3 clusters Score -4784027 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4785112.500000 Penalty: 5081.334961
	Iteration 7F: 3 clusters Score -4785112 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4786038.500000 Penalty: 5081.334961
	Iteration 8F: 3 clusters Score -4786038 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4786945.000000 Penalty: 5081.334961
	Iteration 9Q: 3 clusters Score -4786945 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4787809.000000 Penalty: 5081.334961
	Iteration 10Q: 3 clusters Score -4787809 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4788637.000000 Penalty: 5081.334961
	Iteration 11Q: 3 clusters Score -4788637 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -4789171.500000 Penalty: 5081.334961
	Iteration 12Q: 3 clusters Score -4789172 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4789550.000000 Penalty: 5081.334961
	Iteration 13Q: 3 clusters Score -4789550 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4789845.000000 Penalty: 5081.334961
	Iteration 14Q: 3 clusters Score -4789845 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -4790095.500000 Penalty: 5081.334961
	Iteration 15Q: 3 clusters Score -4790096 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4790345.500000 Penalty: 5081.334961
	Iteration 16Q: 3 clusters Score -4790346 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4790688.000000 Penalty: 5081.334961
	Iteration 17Q: 3 clusters Score -4790688 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4791037.000000 Penalty: 5081.334961
	Iteration 18Q: 3 clusters Score -4791037 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4791319.500000 Penalty: 5081.334961
	Iteration 19Q: 3 clusters Score -4791320 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4791563.000000 Penalty: 5081.334961
	Iteration 20F: 3 clusters Score -4791563 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -4791753.000000 Penalty: 5081.334961
	Iteration 21Q: 3 clusters Score -4791753 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -4791934.500000 Penalty: 5081.334961
	Iteration 22Q: 3 clusters Score -4791934 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -4792135.000000 Penalty: 5081.334961
	Iteration 23Q: 3 clusters Score -4792135 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -4792365.500000 Penalty: 5081.334961
	Iteration 24Q: 3 clusters Score -4792366 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4792487.500000 Penalty: 5081.334961
	Iteration 25Q: 3 clusters Score -4792488 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4792552.500000 Penalty: 5081.334961
	Iteration 26Q: 3 clusters Score -4792552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4792616.500000 Penalty: 5081.334961
	Iteration 27Q: 3 clusters Score -4792616 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4792656.000000 Penalty: 5081.334961
	Iteration 28Q: 3 clusters Score -4792656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4792686.500000 Penalty: 5081.334961
	Iteration 29Q: 3 clusters Score -4792686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4792707.500000 Penalty: 5081.334961
	Iteration 30Q: 3 clusters Score -4792708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4792741.500000 Penalty: 5081.334961
	Iteration 31Q: 3 clusters Score -4792742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -4792779.500000 Penalty: 5081.334961
	Iteration 32Q: 3 clusters Score -4792780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4792873.000000 Penalty: 5081.334961
	Iteration 33Q: 3 clusters Score -4792873 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4793036.000000 Penalty: 5081.334961
	Iteration 34Q: 3 clusters Score -4793036 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4793262.500000 Penalty: 5081.334961
	Iteration 35Q: 3 clusters Score -4793262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4793390.500000 Penalty: 5081.334961
	Iteration 36Q: 3 clusters Score -4793390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4793426.000000 Penalty: 5081.334961
	Iteration 37Q: 3 clusters Score -4793426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -4793442.000000 Penalty: 5081.334961
	Iteration 38Q: 3 clusters Score -4793442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4793446.500000 Penalty: 5081.334961
	Iteration 39Q: 3 clusters Score -4793446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -4793453.500000 Penalty: 5081.334961
	Iteration 40F: 3 clusters Score -4793454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4793464.500000 Penalty: 5081.334961
	Iteration 41Q: 3 clusters Score -4793464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -4793462.500000 Penalty: 5081.334961
	Iteration 42Q: 3 clusters Score -4793462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4793465.500000 Penalty: 5081.334961
	Iteration 43Q: 3 clusters Score -4793466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4793467.000000 Penalty: 5081.334961
	Iteration 44Q: 3 clusters Score -4793467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4793468.500000 Penalty: 5081.334961
	Iteration 45Q: 3 clusters Score -4793468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4793466.500000 Penalty: 5081.334961
	Iteration 46Q: 3 clusters Score -4793466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4793460.000000 Penalty: 5081.334961
	Iteration 47Q: 3 clusters Score -4793460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -4793466.500000 Penalty: 5081.334961
	Iteration 48Q: 3 clusters Score -4793466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -4793466.500000 Penalty: 5081.334961
	Iteration 49F: 3 clusters Score -4793466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Entering Unmasked Estep 
Score: -196167648.000000 Penalty: 89824.492188
Splitting cluster 8 changes total score from -196093248.000000 to -196167648.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (53993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Entering Unmasked Estep 
Score: -9572441.000000 Penalty: 2702.359131
	Iteration 0F: 2 clusters Score -9572441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -9540730.000000 Penalty: 5404.718262
	Iteration 0F: 3 clusters Score -9540730 nChanged 25174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -9555422.000000 Penalty: 5404.718262
	Iteration 1F: 3 clusters Score -9555422 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -9556653.000000 Penalty: 5404.718262
	Iteration 2F: 3 clusters Score -9556653 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -9558144.000000 Penalty: 5404.718262
	Iteration 3F: 3 clusters Score -9558144 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -9560311.000000 Penalty: 5404.718262
	Iteration 4F: 3 clusters Score -9560311 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -9563378.000000 Penalty: 5404.718262
	Iteration 5F: 3 clusters Score -9563378 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -9566446.000000 Penalty: 5404.718262
	Iteration 6F: 3 clusters Score -9566446 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -9568794.000000 Penalty: 5404.718262
	Iteration 7F: 3 clusters Score -9568794 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9570165.000000 Penalty: 5404.718262
	Iteration 8Q: 3 clusters Score -9570165 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -9570726.000000 Penalty: 5404.718262
	Iteration 9Q: 3 clusters Score -9570726 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -9571050.000000 Penalty: 5404.718262
	Iteration 10Q: 3 clusters Score -9571050 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -9571223.000000 Penalty: 5404.718262
	Iteration 11Q: 3 clusters Score -9571223 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -9571342.000000 Penalty: 5404.718262
	Iteration 12Q: 3 clusters Score -9571342 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -9571437.000000 Penalty: 5404.718262
	Iteration 13Q: 3 clusters Score -9571437 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -9571499.000000 Penalty: 5404.718262
	Iteration 14Q: 3 clusters Score -9571499 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -9571607.000000 Penalty: 5404.718262
	Iteration 15Q: 3 clusters Score -9571607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -9571701.000000 Penalty: 5404.718262
	Iteration 16Q: 3 clusters Score -9571701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -9571737.000000 Penalty: 5404.718262
	Iteration 17Q: 3 clusters Score -9571737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -9571784.000000 Penalty: 5404.718262
	Iteration 18Q: 3 clusters Score -9571784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -9571817.000000 Penalty: 5404.718262
	Iteration 19Q: 3 clusters Score -9571817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -9571918.000000 Penalty: 5404.718262
	Iteration 20F: 3 clusters Score -9571918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -9571988.000000 Penalty: 5404.718262
	Iteration 21Q: 3 clusters Score -9571988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -9572020.000000 Penalty: 5404.718262
	Iteration 22Q: 3 clusters Score -9572020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -9572043.000000 Penalty: 5404.718262
	Iteration 23Q: 3 clusters Score -9572043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -9572062.000000 Penalty: 5404.718262
	Iteration 24Q: 3 clusters Score -9572062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -9572077.000000 Penalty: 5404.718262
	Iteration 25Q: 3 clusters Score -9572077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -9572085.000000 Penalty: 5404.718262
	Iteration 26Q: 3 clusters Score -9572085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -9572085.000000 Penalty: 5404.718262
	Iteration 27Q: 3 clusters Score -9572085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -9572090.000000 Penalty: 5404.718262
	Iteration 28Q: 3 clusters Score -9572090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -9572090.000000 Penalty: 5404.718262
	Iteration 29F: 3 clusters Score -9572090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Entering Unmasked Estep 
Score: -8800801.000000 Penalty: 2681.587891
	Iteration 0F: 2 clusters Score -8800801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -8769785.000000 Penalty: 5363.175781
	Iteration 0F: 3 clusters Score -8769785 nChanged 22756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -8783050.000000 Penalty: 5363.175781
	Iteration 1F: 3 clusters Score -8783050 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -8783967.000000 Penalty: 5363.175781
	Iteration 2Q: 3 clusters Score -8783967 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -8785066.000000 Penalty: 5363.175781
	Iteration 3Q: 3 clusters Score -8785066 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -8786518.000000 Penalty: 5363.175781
	Iteration 4F: 3 clusters Score -8786518 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -8788334.000000 Penalty: 5363.175781
	Iteration 5F: 3 clusters Score -8788334 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -8790497.000000 Penalty: 5363.175781
	Iteration 6F: 3 clusters Score -8790497 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -8792594.000000 Penalty: 5363.175781
	Iteration 7F: 3 clusters Score -8792594 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -8794309.000000 Penalty: 5363.175781
	Iteration 8F: 3 clusters Score -8794309 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -8795644.000000 Penalty: 5363.175781
	Iteration 9Q: 3 clusters Score -8795644 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -8796584.000000 Penalty: 5363.175781
	Iteration 10Q: 3 clusters Score -8796584 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8797262.000000 Penalty: 5363.175781
	Iteration 11Q: 3 clusters Score -8797262 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8797736.000000 Penalty: 5363.175781
	Iteration 12Q: 3 clusters Score -8797736 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -8798141.000000 Penalty: 5363.175781
	Iteration 13Q: 3 clusters Score -8798141 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -8798345.000000 Penalty: 5363.175781
	Iteration 14Q: 3 clusters Score -8798345 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -8798579.000000 Penalty: 5363.175781
	Iteration 15Q: 3 clusters Score -8798579 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -8798723.000000 Penalty: 5363.175781
	Iteration 16Q: 3 clusters Score -8798723 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8798808.000000 Penalty: 5363.175781
	Iteration 17Q: 3 clusters Score -8798808 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8798957.000000 Penalty: 5363.175781
	Iteration 18Q: 3 clusters Score -8798957 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -8799043.000000 Penalty: 5363.175781
	Iteration 19Q: 3 clusters Score -8799043 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8799128.000000 Penalty: 5363.175781
	Iteration 20F: 3 clusters Score -8799128 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -8799202.000000 Penalty: 5363.175781
	Iteration 21Q: 3 clusters Score -8799202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8799202.000000 Penalty: 5363.175781
	Iteration 22Q: 3 clusters Score -8799202 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8799215.000000 Penalty: 5363.175781
	Iteration 23Q: 3 clusters Score -8799215 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -8799228.000000 Penalty: 5363.175781
	Iteration 24Q: 3 clusters Score -8799228 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -8799240.000000 Penalty: 5363.175781
	Iteration 25Q: 3 clusters Score -8799240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 5363.175781
	Iteration 26Q: 3 clusters Score -8799233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -8799223.000000 Penalty: 5363.175781
	Iteration 27Q: 3 clusters Score -8799223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8799230.000000 Penalty: 5363.175781
	Iteration 28Q: 3 clusters Score -8799230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -8799247.000000 Penalty: 5363.175781
	Iteration 29Q: 3 clusters Score -8799247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -8799253.000000 Penalty: 5363.175781
	Iteration 30Q: 3 clusters Score -8799253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -8799253.000000 Penalty: 5363.175781
	Iteration 31Q: 3 clusters Score -8799253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8799236.000000 Penalty: 5363.175781
	Iteration 32Q: 3 clusters Score -8799236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -8799250.000000 Penalty: 5363.175781
	Iteration 33Q: 3 clusters Score -8799250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -8799254.000000 Penalty: 5363.175781
	Iteration 34Q: 3 clusters Score -8799254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -8799242.000000 Penalty: 5363.175781
	Iteration 35Q: 3 clusters Score -8799242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -8799243.000000 Penalty: 5363.175781
	Iteration 36Q: 3 clusters Score -8799243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -8799220.000000 Penalty: 5363.175781
	Iteration 37Q: 3 clusters Score -8799220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -8799225.000000 Penalty: 5363.175781
	Iteration 38Q: 3 clusters Score -8799225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -8799235.000000 Penalty: 5363.175781
	Iteration 39Q: 3 clusters Score -8799235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -8799226.000000 Penalty: 5363.175781
	Iteration 40F: 3 clusters Score -8799226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 5363.175781
	Iteration 41Q: 3 clusters Score -8799233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 5363.175781
	Iteration 42Q: 3 clusters Score -8799233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 5363.175781
	Iteration 43Q: 3 clusters Score -8799233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8799231.000000 Penalty: 5363.175781
	Iteration 44Q: 3 clusters Score -8799231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -8799234.000000 Penalty: 5363.175781
	Iteration 45Q: 3 clusters Score -8799234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -8799232.000000 Penalty: 5363.175781
	Iteration 46Q: 3 clusters Score -8799232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -8799228.000000 Penalty: 5363.175781
	Iteration 47Q: 3 clusters Score -8799228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -8799239.000000 Penalty: 5363.175781
	Iteration 48Q: 3 clusters Score -8799239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -8799242.000000 Penalty: 5363.175781
	Iteration 49Q: 3 clusters Score -8799242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -8799243.000000 Penalty: 5363.175781
	Iteration 50Q: 3 clusters Score -8799243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -8799241.000000 Penalty: 5363.175781
	Iteration 51Q: 3 clusters Score -8799241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -8799242.000000 Penalty: 5363.175781
	Iteration 52Q: 3 clusters Score -8799242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -8799242.000000 Penalty: 5363.175781
	Iteration 53Q: 3 clusters Score -8799242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -8799236.000000 Penalty: 5363.175781
	Iteration 54Q: 3 clusters Score -8799236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -8799228.000000 Penalty: 5363.175781
	Iteration 55Q: 3 clusters Score -8799228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 5363.175781
	Iteration 56Q: 3 clusters Score -8799233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 5363.175781
	Iteration 57F: 3 clusters Score -8799233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -151712.203125 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -151712.2 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 715 members 
Entering Unmasked Estep 
Score: -149896.218750 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -149896.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -152363.343750 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -152363.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -156888.687500 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -156888.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -159321.531250 Penalty: 3614.969238
	Iteration 3F: 3 clusters Score -159321.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -159826.546875 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -159826.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -160045.343750 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -160045.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160196.609375 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -160196.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -160276.531250 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -160276.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -160310.906250 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -160310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -160325.593750 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -160325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -160328.640625 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -160328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -160328.640625 Penalty: 3614.969238
	Iteration 11F: 3 clusters Score -160328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Entering Unmasked Estep 
Score: -196173984.000000 Penalty: 93279.281250
Splitting cluster 11 changes total score from -196093248.000000 to -196173984.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (57991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Entering Unmasked Estep 
Score: -10234257.000000 Penalty: 2720.074707
	Iteration 0F: 2 clusters Score -1.023426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -10202315.000000 Penalty: 5440.149414
	Iteration 0F: 3 clusters Score -1.020232e+07 nChanged 26927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -10217531.000000 Penalty: 5440.149414
	Iteration 1F: 3 clusters Score -1.021753e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -10218281.000000 Penalty: 5440.149414
	Iteration 2Q: 3 clusters Score -1.021828e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -10219158.000000 Penalty: 5440.149414
	Iteration 3Q: 3 clusters Score -1.021916e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -10220433.000000 Penalty: 5440.149414
	Iteration 4Q: 3 clusters Score -1.022043e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -10222413.000000 Penalty: 5440.149414
	Iteration 5F: 3 clusters Score -1.022241e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -10225557.000000 Penalty: 5440.149414
	Iteration 6F: 3 clusters Score -1.022556e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -10228988.000000 Penalty: 5440.149414
	Iteration 7F: 3 clusters Score -1.022899e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -10231715.000000 Penalty: 5440.149414
	Iteration 8F: 3 clusters Score -1.023172e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -10233229.000000 Penalty: 5440.149414
	Iteration 9F: 3 clusters Score -1.023323e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -10234240.000000 Penalty: 5440.149414
	Iteration 10Q: 3 clusters Score -1.023424e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -10235161.000000 Penalty: 5440.149414
	Iteration 11Q: 3 clusters Score -1.023516e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -10235854.000000 Penalty: 5440.149414
	Iteration 12Q: 3 clusters Score -1.023585e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -10236336.000000 Penalty: 5440.149414
	Iteration 13Q: 3 clusters Score -1.023634e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -10236606.000000 Penalty: 5440.149414
	Iteration 14Q: 3 clusters Score -1.023661e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -10236817.000000 Penalty: 5440.149414
	Iteration 15Q: 3 clusters Score -1.023682e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -10236957.000000 Penalty: 5440.149414
	Iteration 16Q: 3 clusters Score -1.023696e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -10237043.000000 Penalty: 5440.149414
	Iteration 17Q: 3 clusters Score -1.023704e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -10237103.000000 Penalty: 5440.149414
	Iteration 18Q: 3 clusters Score -1.02371e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -10237152.000000 Penalty: 5440.149414
	Iteration 19Q: 3 clusters Score -1.023715e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -10237163.000000 Penalty: 5440.149414
	Iteration 20F: 3 clusters Score -1.023716e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -10237143.000000 Penalty: 5440.149414
	Iteration 21Q: 3 clusters Score -1.023714e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -10237171.000000 Penalty: 5440.149414
	Iteration 22Q: 3 clusters Score -1.023717e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -10237186.000000 Penalty: 5440.149414
	Iteration 23Q: 3 clusters Score -1.023719e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -10237174.000000 Penalty: 5440.149414
	Iteration 24Q: 3 clusters Score -1.023717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -10237175.000000 Penalty: 5440.149414
	Iteration 25Q: 3 clusters Score -1.023718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -10237177.000000 Penalty: 5440.149414
	Iteration 26Q: 3 clusters Score -1.023718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -10237177.000000 Penalty: 5440.149414
	Iteration 27Q: 3 clusters Score -1.023718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -10237169.000000 Penalty: 5440.149414
	Iteration 28Q: 3 clusters Score -1.023717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -10237156.000000 Penalty: 5440.149414
	Iteration 29Q: 3 clusters Score -1.023716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -10237154.000000 Penalty: 5440.149414
	Iteration 30Q: 3 clusters Score -1.023715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -10237161.000000 Penalty: 5440.149414
	Iteration 31Q: 3 clusters Score -1.023716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -10237158.000000 Penalty: 5440.149414
	Iteration 32Q: 3 clusters Score -1.023716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -10237153.000000 Penalty: 5440.149414
	Iteration 33Q: 3 clusters Score -1.023715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -10237152.000000 Penalty: 5440.149414
	Iteration 34Q: 3 clusters Score -1.023715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -10237153.000000 Penalty: 5440.149414
	Iteration 35Q: 3 clusters Score -1.023715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -10237142.000000 Penalty: 5440.149414
	Iteration 36Q: 3 clusters Score -1.023714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -10237147.000000 Penalty: 5440.149414
	Iteration 37Q: 3 clusters Score -1.023715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -10237148.000000 Penalty: 5440.149414
	Iteration 38Q: 3 clusters Score -1.023715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -10237141.000000 Penalty: 5440.149414
	Iteration 39Q: 3 clusters Score -1.023714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -10237141.000000 Penalty: 5440.149414
	Iteration 40F: 3 clusters Score -1.023714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Entering Unmasked Estep 
Score: -196175984.000000 Penalty: 96734.070312
Splitting cluster 12 changes total score from -196093248.000000 to -196175984.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (76571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Entering Unmasked Estep 
Score: -13778340.000000 Penalty: 2789.001465
	Iteration 0F: 2 clusters Score -1.377834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -13759385.000000 Penalty: 5578.002930
	Iteration 0F: 3 clusters Score -1.375938e+07 nChanged 35939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -13779552.000000 Penalty: 5578.002930
	Iteration 1F: 3 clusters Score -1.377955e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -13780208.000000 Penalty: 5578.002930
	Iteration 2Q: 3 clusters Score -1.378021e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -13780993.000000 Penalty: 5578.002930
	Iteration 3Q: 3 clusters Score -1.378099e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -13781896.000000 Penalty: 5578.002930
	Iteration 4Q: 3 clusters Score -1.37819e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -13783235.000000 Penalty: 5578.002930
	Iteration 5Q: 3 clusters Score -1.378324e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -13785156.000000 Penalty: 5578.002930
	Iteration 6Q: 3 clusters Score -1.378516e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -13787926.000000 Penalty: 5578.002930
	Iteration 7F: 3 clusters Score -1.378793e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -13791441.000000 Penalty: 5578.002930
	Iteration 8F: 3 clusters Score -1.379144e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -13794694.000000 Penalty: 5578.002930
	Iteration 9F: 3 clusters Score -1.379469e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -13797009.000000 Penalty: 5578.002930
	Iteration 10F: 3 clusters Score -1.379701e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -13798239.000000 Penalty: 5578.002930
	Iteration 11Q: 3 clusters Score -1.379824e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -13798884.000000 Penalty: 5578.002930
	Iteration 12Q: 3 clusters Score -1.379888e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -13799294.000000 Penalty: 5578.002930
	Iteration 13Q: 3 clusters Score -1.379929e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -13799684.000000 Penalty: 5578.002930
	Iteration 14Q: 3 clusters Score -1.379968e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -13800075.000000 Penalty: 5578.002930
	Iteration 15Q: 3 clusters Score -1.380008e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -13800394.000000 Penalty: 5578.002930
	Iteration 16Q: 3 clusters Score -1.380039e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -13800689.000000 Penalty: 5578.002930
	Iteration 17Q: 3 clusters Score -1.380069e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -13800800.000000 Penalty: 5578.002930
	Iteration 18Q: 3 clusters Score -1.38008e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -13800743.000000 Penalty: 5578.002930
	Iteration 19Q: 3 clusters Score -1.380074e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -13800558.000000 Penalty: 5578.002930
	Iteration 20F: 3 clusters Score -1.380056e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -13800314.000000 Penalty: 5578.002930
	Iteration 21Q: 3 clusters Score -1.380031e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -13799875.000000 Penalty: 5578.002930
	Iteration 22Q: 3 clusters Score -1.379988e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -13799462.000000 Penalty: 5578.002930
	Iteration 23Q: 3 clusters Score -1.379946e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -13798908.000000 Penalty: 5578.002930
	Iteration 24Q: 3 clusters Score -1.379891e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -13798339.000000 Penalty: 5578.002930
	Iteration 25Q: 3 clusters Score -1.379834e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -13797901.000000 Penalty: 5578.002930
	Iteration 26Q: 3 clusters Score -1.37979e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -13797604.000000 Penalty: 5578.002930
	Iteration 27Q: 3 clusters Score -1.37976e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -13797332.000000 Penalty: 5578.002930
	Iteration 28Q: 3 clusters Score -1.379733e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -13797168.000000 Penalty: 5578.002930
	Iteration 29Q: 3 clusters Score -1.379717e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -13797105.000000 Penalty: 5578.002930
	Iteration 30Q: 3 clusters Score -1.37971e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -13797206.000000 Penalty: 5578.002930
	Iteration 31Q: 3 clusters Score -1.379721e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -13797345.000000 Penalty: 5578.002930
	Iteration 32Q: 3 clusters Score -1.379734e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -13797503.000000 Penalty: 5578.002930
	Iteration 33Q: 3 clusters Score -1.37975e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -13797621.000000 Penalty: 5578.002930
	Iteration 34Q: 3 clusters Score -1.379762e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -13797738.000000 Penalty: 5578.002930
	Iteration 35Q: 3 clusters Score -1.379774e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -13797845.000000 Penalty: 5578.002930
	Iteration 36Q: 3 clusters Score -1.379784e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -13798042.000000 Penalty: 5578.002930
	Iteration 37Q: 3 clusters Score -1.379804e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -13798190.000000 Penalty: 5578.002930
	Iteration 38Q: 3 clusters Score -1.379819e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -13798353.000000 Penalty: 5578.002930
	Iteration 39Q: 3 clusters Score -1.379835e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -13798521.000000 Penalty: 5578.002930
	Iteration 40F: 3 clusters Score -1.379852e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -13798642.000000 Penalty: 5578.002930
	Iteration 41Q: 3 clusters Score -1.379864e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -13798792.000000 Penalty: 5578.002930
	Iteration 42Q: 3 clusters Score -1.379879e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13798894.000000 Penalty: 5578.002930
	Iteration 43Q: 3 clusters Score -1.379889e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -13798990.000000 Penalty: 5578.002930
	Iteration 44Q: 3 clusters Score -1.379899e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -13799168.000000 Penalty: 5578.002930
	Iteration 45Q: 3 clusters Score -1.379917e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -13799276.000000 Penalty: 5578.002930
	Iteration 46Q: 3 clusters Score -1.379928e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -13799389.000000 Penalty: 5578.002930
	Iteration 47Q: 3 clusters Score -1.379939e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -13799508.000000 Penalty: 5578.002930
	Iteration 48Q: 3 clusters Score -1.379951e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -13799588.000000 Penalty: 5578.002930
	Iteration 49Q: 3 clusters Score -1.379959e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -13799707.000000 Penalty: 5578.002930
	Iteration 50Q: 3 clusters Score -1.379971e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -13799792.000000 Penalty: 5578.002930
	Iteration 51Q: 3 clusters Score -1.379979e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -13799876.000000 Penalty: 5578.002930
	Iteration 52Q: 3 clusters Score -1.379988e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -13799985.000000 Penalty: 5578.002930
	Iteration 53Q: 3 clusters Score -1.379998e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -13800113.000000 Penalty: 5578.002930
	Iteration 54Q: 3 clusters Score -1.380011e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -13800198.000000 Penalty: 5578.002930
	Iteration 55Q: 3 clusters Score -1.38002e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -13800287.000000 Penalty: 5578.002930
	Iteration 56Q: 3 clusters Score -1.380029e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -13800363.000000 Penalty: 5578.002930
	Iteration 57Q: 3 clusters Score -1.380036e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -13800439.000000 Penalty: 5578.002930
	Iteration 58Q: 3 clusters Score -1.380044e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -13800489.000000 Penalty: 5578.002930
	Iteration 59Q: 3 clusters Score -1.380049e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -13800631.000000 Penalty: 5578.002930
	Iteration 60F: 3 clusters Score -1.380063e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -13800703.000000 Penalty: 5578.002930
	Iteration 61Q: 3 clusters Score -1.38007e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -13800785.000000 Penalty: 5578.002930
	Iteration 62Q: 3 clusters Score -1.380078e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -13800867.000000 Penalty: 5578.002930
	Iteration 63Q: 3 clusters Score -1.380087e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -13800906.000000 Penalty: 5578.002930
	Iteration 64Q: 3 clusters Score -1.380091e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -13800972.000000 Penalty: 5578.002930
	Iteration 65Q: 3 clusters Score -1.380097e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -13801062.000000 Penalty: 5578.002930
	Iteration 66Q: 3 clusters Score -1.380106e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -13801127.000000 Penalty: 5578.002930
	Iteration 67Q: 3 clusters Score -1.380113e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -13801208.000000 Penalty: 5578.002930
	Iteration 68Q: 3 clusters Score -1.380121e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -13801259.000000 Penalty: 5578.002930
	Iteration 69Q: 3 clusters Score -1.380126e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -13801270.000000 Penalty: 5578.002930
	Iteration 70Q: 3 clusters Score -1.380127e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -13801338.000000 Penalty: 5578.002930
	Iteration 71Q: 3 clusters Score -1.380134e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -13801343.000000 Penalty: 5578.002930
	Iteration 72Q: 3 clusters Score -1.380134e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -13801410.000000 Penalty: 5578.002930
	Iteration 73Q: 3 clusters Score -1.380141e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -13801460.000000 Penalty: 5578.002930
	Iteration 74Q: 3 clusters Score -1.380146e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -13801464.000000 Penalty: 5578.002930
	Iteration 75Q: 3 clusters Score -1.380146e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -13801525.000000 Penalty: 5578.002930
	Iteration 76Q: 3 clusters Score -1.380152e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -13801586.000000 Penalty: 5578.002930
	Iteration 77Q: 3 clusters Score -1.380159e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -13801617.000000 Penalty: 5578.002930
	Iteration 78Q: 3 clusters Score -1.380162e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -13801610.000000 Penalty: 5578.002930
	Iteration 79Q: 3 clusters Score -1.380161e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -13801613.000000 Penalty: 5578.002930
	Iteration 80F: 3 clusters Score -1.380161e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -13801590.000000 Penalty: 5578.002930
	Iteration 81Q: 3 clusters Score -1.380159e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -13801556.000000 Penalty: 5578.002930
	Iteration 82Q: 3 clusters Score -1.380156e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -13801571.000000 Penalty: 5578.002930
	Iteration 83Q: 3 clusters Score -1.380157e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -13801525.000000 Penalty: 5578.002930
	Iteration 84Q: 3 clusters Score -1.380152e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -13801482.000000 Penalty: 5578.002930
	Iteration 85Q: 3 clusters Score -1.380148e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -13801335.000000 Penalty: 5578.002930
	Iteration 86Q: 3 clusters Score -1.380134e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -13801210.000000 Penalty: 5578.002930
	Iteration 87Q: 3 clusters Score -1.380121e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -13801130.000000 Penalty: 5578.002930
	Iteration 88Q: 3 clusters Score -1.380113e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -13801030.000000 Penalty: 5578.002930
	Iteration 89Q: 3 clusters Score -1.380103e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -13800931.000000 Penalty: 5578.002930
	Iteration 90Q: 3 clusters Score -1.380093e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -13800833.000000 Penalty: 5578.002930
	Iteration 91Q: 3 clusters Score -1.380083e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -13800639.000000 Penalty: 5578.002930
	Iteration 92Q: 3 clusters Score -1.380064e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -13800418.000000 Penalty: 5578.002930
	Iteration 93Q: 3 clusters Score -1.380042e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -13800238.000000 Penalty: 5578.002930
	Iteration 94Q: 3 clusters Score -1.380024e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -13800058.000000 Penalty: 5578.002930
	Iteration 95Q: 3 clusters Score -1.380006e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -13799868.000000 Penalty: 5578.002930
	Iteration 96Q: 3 clusters Score -1.379987e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -13799697.000000 Penalty: 5578.002930
	Iteration 97Q: 3 clusters Score -1.37997e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -13799491.000000 Penalty: 5578.002930
	Iteration 98Q: 3 clusters Score -1.379949e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -13799291.000000 Penalty: 5578.002930
	Iteration 99Q: 3 clusters Score -1.379929e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -13799133.000000 Penalty: 5578.002930
	Iteration 100F: 3 clusters Score -1.379913e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -13798970.000000 Penalty: 5578.002930
	Iteration 101Q: 3 clusters Score -1.379897e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -13798872.000000 Penalty: 5578.002930
	Iteration 102Q: 3 clusters Score -1.379887e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -13798807.000000 Penalty: 5578.002930
	Iteration 103Q: 3 clusters Score -1.379881e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -13798792.000000 Penalty: 5578.002930
	Iteration 104Q: 3 clusters Score -1.379879e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -13798767.000000 Penalty: 5578.002930
	Iteration 105Q: 3 clusters Score -1.379877e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -13798771.000000 Penalty: 5578.002930
	Iteration 106Q: 3 clusters Score -1.379877e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -13798781.000000 Penalty: 5578.002930
	Iteration 107Q: 3 clusters Score -1.379878e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -13798808.000000 Penalty: 5578.002930
	Iteration 108Q: 3 clusters Score -1.379881e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -13798828.000000 Penalty: 5578.002930
	Iteration 109Q: 3 clusters Score -1.379883e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -13798847.000000 Penalty: 5578.002930
	Iteration 110Q: 3 clusters Score -1.379885e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -13798928.000000 Penalty: 5578.002930
	Iteration 111Q: 3 clusters Score -1.379893e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -13799014.000000 Penalty: 5578.002930
	Iteration 112Q: 3 clusters Score -1.379901e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -13799049.000000 Penalty: 5578.002930
	Iteration 113Q: 3 clusters Score -1.379905e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -13799108.000000 Penalty: 5578.002930
	Iteration 114Q: 3 clusters Score -1.379911e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -13799206.000000 Penalty: 5578.002930
	Iteration 115Q: 3 clusters Score -1.379921e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -13799246.000000 Penalty: 5578.002930
	Iteration 116Q: 3 clusters Score -1.379925e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -13799269.000000 Penalty: 5578.002930
	Iteration 117Q: 3 clusters Score -1.379927e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -13799361.000000 Penalty: 5578.002930
	Iteration 118Q: 3 clusters Score -1.379936e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -13799463.000000 Penalty: 5578.002930
	Iteration 119Q: 3 clusters Score -1.379946e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -13799528.000000 Penalty: 5578.002930
	Iteration 120F: 3 clusters Score -1.379953e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -13799619.000000 Penalty: 5578.002930
	Iteration 121Q: 3 clusters Score -1.379962e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -13799731.000000 Penalty: 5578.002930
	Iteration 122Q: 3 clusters Score -1.379973e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -13799772.000000 Penalty: 5578.002930
	Iteration 123Q: 3 clusters Score -1.379977e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -13799871.000000 Penalty: 5578.002930
	Iteration 124Q: 3 clusters Score -1.379987e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -13799950.000000 Penalty: 5578.002930
	Iteration 125Q: 3 clusters Score -1.379995e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -13800040.000000 Penalty: 5578.002930
	Iteration 126Q: 3 clusters Score -1.380004e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -13800104.000000 Penalty: 5578.002930
	Iteration 127Q: 3 clusters Score -1.38001e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -13800220.000000 Penalty: 5578.002930
	Iteration 128Q: 3 clusters Score -1.380022e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -13800300.000000 Penalty: 5578.002930
	Iteration 129Q: 3 clusters Score -1.38003e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -13800426.000000 Penalty: 5578.002930
	Iteration 130Q: 3 clusters Score -1.380043e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -13800457.000000 Penalty: 5578.002930
	Iteration 131Q: 3 clusters Score -1.380046e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -13800532.000000 Penalty: 5578.002930
	Iteration 132Q: 3 clusters Score -1.380053e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -13800661.000000 Penalty: 5578.002930
	Iteration 133Q: 3 clusters Score -1.380066e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -13800733.000000 Penalty: 5578.002930
	Iteration 134Q: 3 clusters Score -1.380073e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -13800808.000000 Penalty: 5578.002930
	Iteration 135Q: 3 clusters Score -1.380081e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -13800889.000000 Penalty: 5578.002930
	Iteration 136Q: 3 clusters Score -1.380089e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -13800990.000000 Penalty: 5578.002930
	Iteration 137Q: 3 clusters Score -1.380099e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -13801054.000000 Penalty: 5578.002930
	Iteration 138Q: 3 clusters Score -1.380105e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -13801114.000000 Penalty: 5578.002930
	Iteration 139Q: 3 clusters Score -1.380111e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -13801159.000000 Penalty: 5578.002930
	Iteration 140F: 3 clusters Score -1.380116e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -13801206.000000 Penalty: 5578.002930
	Iteration 141Q: 3 clusters Score -1.380121e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -13801263.000000 Penalty: 5578.002930
	Iteration 142Q: 3 clusters Score -1.380126e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -13801345.000000 Penalty: 5578.002930
	Iteration 143Q: 3 clusters Score -1.380134e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -13801386.000000 Penalty: 5578.002930
	Iteration 144Q: 3 clusters Score -1.380139e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -13801443.000000 Penalty: 5578.002930
	Iteration 145Q: 3 clusters Score -1.380144e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -13801491.000000 Penalty: 5578.002930
	Iteration 146Q: 3 clusters Score -1.380149e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -13801520.000000 Penalty: 5578.002930
	Iteration 147Q: 3 clusters Score -1.380152e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -13801519.000000 Penalty: 5578.002930
	Iteration 148Q: 3 clusters Score -1.380152e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -13801537.000000 Penalty: 5578.002930
	Iteration 149Q: 3 clusters Score -1.380154e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -13801559.000000 Penalty: 5578.002930
	Iteration 150Q: 3 clusters Score -1.380156e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -13801567.000000 Penalty: 5578.002930
	Iteration 151Q: 3 clusters Score -1.380157e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -13801578.000000 Penalty: 5578.002930
	Iteration 152Q: 3 clusters Score -1.380158e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -13801627.000000 Penalty: 5578.002930
	Iteration 153Q: 3 clusters Score -1.380163e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -13801620.000000 Penalty: 5578.002930
	Iteration 154Q: 3 clusters Score -1.380162e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -13801623.000000 Penalty: 5578.002930
	Iteration 155Q: 3 clusters Score -1.380162e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -13801586.000000 Penalty: 5578.002930
	Iteration 156Q: 3 clusters Score -1.380159e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -13801553.000000 Penalty: 5578.002930
	Iteration 157Q: 3 clusters Score -1.380155e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -13801498.000000 Penalty: 5578.002930
	Iteration 158Q: 3 clusters Score -1.38015e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -13801369.000000 Penalty: 5578.002930
	Iteration 159Q: 3 clusters Score -1.380137e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -13801309.000000 Penalty: 5578.002930
	Iteration 160F: 3 clusters Score -1.380131e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -13801212.000000 Penalty: 5578.002930
	Iteration 161Q: 3 clusters Score -1.380121e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -13801063.000000 Penalty: 5578.002930
	Iteration 162Q: 3 clusters Score -1.380106e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -13800987.000000 Penalty: 5578.002930
	Iteration 163Q: 3 clusters Score -1.380099e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -13800911.000000 Penalty: 5578.002930
	Iteration 164Q: 3 clusters Score -1.380091e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -13800722.000000 Penalty: 5578.002930
	Iteration 165Q: 3 clusters Score -1.380072e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -13800574.000000 Penalty: 5578.002930
	Iteration 166Q: 3 clusters Score -1.380057e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -13800415.000000 Penalty: 5578.002930
	Iteration 167Q: 3 clusters Score -1.380042e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -13800233.000000 Penalty: 5578.002930
	Iteration 168Q: 3 clusters Score -1.380023e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -13800059.000000 Penalty: 5578.002930
	Iteration 169Q: 3 clusters Score -1.380006e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -13799897.000000 Penalty: 5578.002930
	Iteration 170Q: 3 clusters Score -1.37999e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -13799716.000000 Penalty: 5578.002930
	Iteration 171Q: 3 clusters Score -1.379972e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -13799557.000000 Penalty: 5578.002930
	Iteration 172Q: 3 clusters Score -1.379956e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -13799385.000000 Penalty: 5578.002930
	Iteration 173Q: 3 clusters Score -1.379938e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -13799240.000000 Penalty: 5578.002930
	Iteration 174Q: 3 clusters Score -1.379924e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -13799130.000000 Penalty: 5578.002930
	Iteration 175Q: 3 clusters Score -1.379913e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -13799012.000000 Penalty: 5578.002930
	Iteration 176Q: 3 clusters Score -1.379901e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -13799005.000000 Penalty: 5578.002930
	Iteration 177Q: 3 clusters Score -1.3799e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -13798962.000000 Penalty: 5578.002930
	Iteration 178Q: 3 clusters Score -1.379896e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -13798941.000000 Penalty: 5578.002930
	Iteration 179Q: 3 clusters Score -1.379894e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -13798944.000000 Penalty: 5578.002930
	Iteration 180F: 3 clusters Score -1.379894e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -13798933.000000 Penalty: 5578.002930
	Iteration 181Q: 3 clusters Score -1.379893e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -13798960.000000 Penalty: 5578.002930
	Iteration 182Q: 3 clusters Score -1.379896e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -13798996.000000 Penalty: 5578.002930
	Iteration 183Q: 3 clusters Score -1.3799e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -13799091.000000 Penalty: 5578.002930
	Iteration 184Q: 3 clusters Score -1.379909e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -13799118.000000 Penalty: 5578.002930
	Iteration 185Q: 3 clusters Score -1.379912e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -13799090.000000 Penalty: 5578.002930
	Iteration 186Q: 3 clusters Score -1.379909e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -13799138.000000 Penalty: 5578.002930
	Iteration 187Q: 3 clusters Score -1.379914e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -13799185.000000 Penalty: 5578.002930
	Iteration 188Q: 3 clusters Score -1.379918e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -13799258.000000 Penalty: 5578.002930
	Iteration 189Q: 3 clusters Score -1.379926e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -13799262.000000 Penalty: 5578.002930
	Iteration 190Q: 3 clusters Score -1.379926e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -13799324.000000 Penalty: 5578.002930
	Iteration 191Q: 3 clusters Score -1.379932e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -13799390.000000 Penalty: 5578.002930
	Iteration 192Q: 3 clusters Score -1.379939e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -13799483.000000 Penalty: 5578.002930
	Iteration 193Q: 3 clusters Score -1.379948e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -13799572.000000 Penalty: 5578.002930
	Iteration 194Q: 3 clusters Score -1.379957e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -13799631.000000 Penalty: 5578.002930
	Iteration 195Q: 3 clusters Score -1.379963e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -13799724.000000 Penalty: 5578.002930
	Iteration 196Q: 3 clusters Score -1.379972e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -13799815.000000 Penalty: 5578.002930
	Iteration 197Q: 3 clusters Score -1.379982e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -13799903.000000 Penalty: 5578.002930
	Iteration 198Q: 3 clusters Score -1.37999e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -13799962.000000 Penalty: 5578.002930
	Iteration 199Q: 3 clusters Score -1.379996e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -13800004.000000 Penalty: 5578.002930
	Iteration 200F: 3 clusters Score -1.38e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -13800084.000000 Penalty: 5578.002930
	Iteration 201Q: 3 clusters Score -1.380008e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -13800171.000000 Penalty: 5578.002930
	Iteration 202Q: 3 clusters Score -1.380017e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -13800277.000000 Penalty: 5578.002930
	Iteration 203Q: 3 clusters Score -1.380028e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -13800367.000000 Penalty: 5578.002930
	Iteration 204Q: 3 clusters Score -1.380037e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -13800413.000000 Penalty: 5578.002930
	Iteration 205Q: 3 clusters Score -1.380041e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -13800496.000000 Penalty: 5578.002930
	Iteration 206Q: 3 clusters Score -1.38005e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -13800561.000000 Penalty: 5578.002930
	Iteration 207Q: 3 clusters Score -1.380056e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -13800615.000000 Penalty: 5578.002930
	Iteration 208Q: 3 clusters Score -1.380062e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -13800742.000000 Penalty: 5578.002930
	Iteration 209Q: 3 clusters Score -1.380074e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -13800847.000000 Penalty: 5578.002930
	Iteration 210Q: 3 clusters Score -1.380085e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -13800953.000000 Penalty: 5578.002930
	Iteration 211Q: 3 clusters Score -1.380095e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -13801055.000000 Penalty: 5578.002930
	Iteration 212Q: 3 clusters Score -1.380106e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -13801048.000000 Penalty: 5578.002930
	Iteration 213Q: 3 clusters Score -1.380105e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -13801133.000000 Penalty: 5578.002930
	Iteration 214Q: 3 clusters Score -1.380113e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -13801165.000000 Penalty: 5578.002930
	Iteration 215Q: 3 clusters Score -1.380116e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -13801233.000000 Penalty: 5578.002930
	Iteration 216Q: 3 clusters Score -1.380123e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -13801290.000000 Penalty: 5578.002930
	Iteration 217Q: 3 clusters Score -1.380129e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -13801375.000000 Penalty: 5578.002930
	Iteration 218Q: 3 clusters Score -1.380138e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -13801436.000000 Penalty: 5578.002930
	Iteration 219Q: 3 clusters Score -1.380144e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -13801451.000000 Penalty: 5578.002930
	Iteration 220F: 3 clusters Score -1.380145e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -13801476.000000 Penalty: 5578.002930
	Iteration 221Q: 3 clusters Score -1.380148e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -13801506.000000 Penalty: 5578.002930
	Iteration 222Q: 3 clusters Score -1.380151e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -13801536.000000 Penalty: 5578.002930
	Iteration 223Q: 3 clusters Score -1.380154e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -13801538.000000 Penalty: 5578.002930
	Iteration 224Q: 3 clusters Score -1.380154e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -13801523.000000 Penalty: 5578.002930
	Iteration 225Q: 3 clusters Score -1.380152e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -13801503.000000 Penalty: 5578.002930
	Iteration 226Q: 3 clusters Score -1.38015e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -13801577.000000 Penalty: 5578.002930
	Iteration 227Q: 3 clusters Score -1.380158e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -13801573.000000 Penalty: 5578.002930
	Iteration 228Q: 3 clusters Score -1.380157e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -13801583.000000 Penalty: 5578.002930
	Iteration 229Q: 3 clusters Score -1.380158e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -13801586.000000 Penalty: 5578.002930
	Iteration 230Q: 3 clusters Score -1.380159e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -13801578.000000 Penalty: 5578.002930
	Iteration 231Q: 3 clusters Score -1.380158e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -13801533.000000 Penalty: 5578.002930
	Iteration 232Q: 3 clusters Score -1.380153e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -13801446.000000 Penalty: 5578.002930
	Iteration 233Q: 3 clusters Score -1.380145e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -13801388.000000 Penalty: 5578.002930
	Iteration 234Q: 3 clusters Score -1.380139e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -13801363.000000 Penalty: 5578.002930
	Iteration 235Q: 3 clusters Score -1.380136e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -13801255.000000 Penalty: 5578.002930
	Iteration 236Q: 3 clusters Score -1.380126e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -13801143.000000 Penalty: 5578.002930
	Iteration 237Q: 3 clusters Score -1.380114e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -13801032.000000 Penalty: 5578.002930
	Iteration 238Q: 3 clusters Score -1.380103e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -13800931.000000 Penalty: 5578.002930
	Iteration 239Q: 3 clusters Score -1.380093e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -13800840.000000 Penalty: 5578.002930
	Iteration 240F: 3 clusters Score -1.380084e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -13800705.000000 Penalty: 5578.002930
	Iteration 241Q: 3 clusters Score -1.38007e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -13800558.000000 Penalty: 5578.002930
	Iteration 242Q: 3 clusters Score -1.380056e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -13800412.000000 Penalty: 5578.002930
	Iteration 243Q: 3 clusters Score -1.380041e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -13800233.000000 Penalty: 5578.002930
	Iteration 244Q: 3 clusters Score -1.380023e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -13800099.000000 Penalty: 5578.002930
	Iteration 245Q: 3 clusters Score -1.38001e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -13799998.000000 Penalty: 5578.002930
	Iteration 246Q: 3 clusters Score -1.38e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -13799823.000000 Penalty: 5578.002930
	Iteration 247Q: 3 clusters Score -1.379982e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -13799590.000000 Penalty: 5578.002930
	Iteration 248Q: 3 clusters Score -1.379959e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -13799430.000000 Penalty: 5578.002930
	Iteration 249Q: 3 clusters Score -1.379943e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -13799320.000000 Penalty: 5578.002930
	Iteration 250Q: 3 clusters Score -1.379932e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -13799251.000000 Penalty: 5578.002930
	Iteration 251Q: 3 clusters Score -1.379925e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -13799153.000000 Penalty: 5578.002930
	Iteration 252Q: 3 clusters Score -1.379915e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -13799057.000000 Penalty: 5578.002930
	Iteration 253Q: 3 clusters Score -1.379906e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -13799034.000000 Penalty: 5578.002930
	Iteration 254Q: 3 clusters Score -1.379903e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -13799040.000000 Penalty: 5578.002930
	Iteration 255Q: 3 clusters Score -1.379904e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -13799020.000000 Penalty: 5578.002930
	Iteration 256Q: 3 clusters Score -1.379902e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -13799018.000000 Penalty: 5578.002930
	Iteration 257Q: 3 clusters Score -1.379902e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -13799037.000000 Penalty: 5578.002930
	Iteration 258Q: 3 clusters Score -1.379904e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -13799064.000000 Penalty: 5578.002930
	Iteration 259Q: 3 clusters Score -1.379906e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -13799137.000000 Penalty: 5578.002930
	Iteration 260F: 3 clusters Score -1.379914e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -13799152.000000 Penalty: 5578.002930
	Iteration 261Q: 3 clusters Score -1.379915e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -13799148.000000 Penalty: 5578.002930
	Iteration 262Q: 3 clusters Score -1.379915e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -13799214.000000 Penalty: 5578.002930
	Iteration 263Q: 3 clusters Score -1.379921e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -13799269.000000 Penalty: 5578.002930
	Iteration 264Q: 3 clusters Score -1.379927e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -13799293.000000 Penalty: 5578.002930
	Iteration 265Q: 3 clusters Score -1.379929e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -13799313.000000 Penalty: 5578.002930
	Iteration 266Q: 3 clusters Score -1.379931e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -13799377.000000 Penalty: 5578.002930
	Iteration 267Q: 3 clusters Score -1.379938e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -13799443.000000 Penalty: 5578.002930
	Iteration 268Q: 3 clusters Score -1.379944e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -13799524.000000 Penalty: 5578.002930
	Iteration 269Q: 3 clusters Score -1.379952e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -13799627.000000 Penalty: 5578.002930
	Iteration 270Q: 3 clusters Score -1.379963e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -13799672.000000 Penalty: 5578.002930
	Iteration 271Q: 3 clusters Score -1.379967e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -13799768.000000 Penalty: 5578.002930
	Iteration 272Q: 3 clusters Score -1.379977e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -13799814.000000 Penalty: 5578.002930
	Iteration 273Q: 3 clusters Score -1.379981e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -13799893.000000 Penalty: 5578.002930
	Iteration 274Q: 3 clusters Score -1.379989e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -13799944.000000 Penalty: 5578.002930
	Iteration 275Q: 3 clusters Score -1.379994e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -13800020.000000 Penalty: 5578.002930
	Iteration 276Q: 3 clusters Score -1.380002e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -13800079.000000 Penalty: 5578.002930
	Iteration 277Q: 3 clusters Score -1.380008e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -13800189.000000 Penalty: 5578.002930
	Iteration 278Q: 3 clusters Score -1.380019e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -13800270.000000 Penalty: 5578.002930
	Iteration 279Q: 3 clusters Score -1.380027e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -13800351.000000 Penalty: 5578.002930
	Iteration 280F: 3 clusters Score -1.380035e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -13800411.000000 Penalty: 5578.002930
	Iteration 281Q: 3 clusters Score -1.380041e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -13800503.000000 Penalty: 5578.002930
	Iteration 282Q: 3 clusters Score -1.38005e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -13800575.000000 Penalty: 5578.002930
	Iteration 283Q: 3 clusters Score -1.380058e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -13800627.000000 Penalty: 5578.002930
	Iteration 284Q: 3 clusters Score -1.380063e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -13800757.000000 Penalty: 5578.002930
	Iteration 285Q: 3 clusters Score -1.380076e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -13800841.000000 Penalty: 5578.002930
	Iteration 286Q: 3 clusters Score -1.380084e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -13800971.000000 Penalty: 5578.002930
	Iteration 287Q: 3 clusters Score -1.380097e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -13801044.000000 Penalty: 5578.002930
	Iteration 288Q: 3 clusters Score -1.380104e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -13801046.000000 Penalty: 5578.002930
	Iteration 289Q: 3 clusters Score -1.380105e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -13801146.000000 Penalty: 5578.002930
	Iteration 290Q: 3 clusters Score -1.380115e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -13801205.000000 Penalty: 5578.002930
	Iteration 291Q: 3 clusters Score -1.38012e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -13801248.000000 Penalty: 5578.002930
	Iteration 292Q: 3 clusters Score -1.380125e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -13801286.000000 Penalty: 5578.002930
	Iteration 293Q: 3 clusters Score -1.380129e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -13801372.000000 Penalty: 5578.002930
	Iteration 294Q: 3 clusters Score -1.380137e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -13801413.000000 Penalty: 5578.002930
	Iteration 295Q: 3 clusters Score -1.380141e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -13801452.000000 Penalty: 5578.002930
	Iteration 296Q: 3 clusters Score -1.380145e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -13801446.000000 Penalty: 5578.002930
	Iteration 297Q: 3 clusters Score -1.380145e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -13801450.000000 Penalty: 5578.002930
	Iteration 298Q: 3 clusters Score -1.380145e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -13801492.000000 Penalty: 5578.002930
	Iteration 299Q: 3 clusters Score -1.380149e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -13801527.000000 Penalty: 5578.002930
	Iteration 300F: 3 clusters Score -1.380153e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -13801539.000000 Penalty: 5578.002930
	Iteration 301Q: 3 clusters Score -1.380154e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -13801518.000000 Penalty: 5578.002930
	Iteration 302Q: 3 clusters Score -1.380152e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -13801542.000000 Penalty: 5578.002930
	Iteration 303Q: 3 clusters Score -1.380154e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -13801521.000000 Penalty: 5578.002930
	Iteration 304Q: 3 clusters Score -1.380152e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -13801581.000000 Penalty: 5578.002930
	Iteration 305Q: 3 clusters Score -1.380158e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -13801539.000000 Penalty: 5578.002930
	Iteration 306Q: 3 clusters Score -1.380154e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -13801513.000000 Penalty: 5578.002930
	Iteration 307Q: 3 clusters Score -1.380151e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -13801494.000000 Penalty: 5578.002930
	Iteration 308Q: 3 clusters Score -1.380149e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -13801460.000000 Penalty: 5578.002930
	Iteration 309Q: 3 clusters Score -1.380146e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -13801378.000000 Penalty: 5578.002930
	Iteration 310Q: 3 clusters Score -1.380138e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -13801322.000000 Penalty: 5578.002930
	Iteration 311Q: 3 clusters Score -1.380132e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -13801252.000000 Penalty: 5578.002930
	Iteration 312Q: 3 clusters Score -1.380125e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -13801119.000000 Penalty: 5578.002930
	Iteration 313Q: 3 clusters Score -1.380112e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -13801012.000000 Penalty: 5578.002930
	Iteration 314Q: 3 clusters Score -1.380101e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -13800928.000000 Penalty: 5578.002930
	Iteration 315Q: 3 clusters Score -1.380093e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -13800843.000000 Penalty: 5578.002930
	Iteration 316Q: 3 clusters Score -1.380084e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -13800716.000000 Penalty: 5578.002930
	Iteration 317Q: 3 clusters Score -1.380072e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -13800589.000000 Penalty: 5578.002930
	Iteration 318Q: 3 clusters Score -1.380059e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -13800433.000000 Penalty: 5578.002930
	Iteration 319Q: 3 clusters Score -1.380043e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -13800260.000000 Penalty: 5578.002930
	Iteration 320F: 3 clusters Score -1.380026e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -13800078.000000 Penalty: 5578.002930
	Iteration 321Q: 3 clusters Score -1.380008e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -13800001.000000 Penalty: 5578.002930
	Iteration 322Q: 3 clusters Score -1.38e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -13799832.000000 Penalty: 5578.002930
	Iteration 323Q: 3 clusters Score -1.379983e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -13799610.000000 Penalty: 5578.002930
	Iteration 324Q: 3 clusters Score -1.379961e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -13799435.000000 Penalty: 5578.002930
	Iteration 325Q: 3 clusters Score -1.379944e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -13799359.000000 Penalty: 5578.002930
	Iteration 326Q: 3 clusters Score -1.379936e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -13799241.000000 Penalty: 5578.002930
	Iteration 327Q: 3 clusters Score -1.379924e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -13799140.000000 Penalty: 5578.002930
	Iteration 328Q: 3 clusters Score -1.379914e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -13799072.000000 Penalty: 5578.002930
	Iteration 329Q: 3 clusters Score -1.379907e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -13799076.000000 Penalty: 5578.002930
	Iteration 330Q: 3 clusters Score -1.379908e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -13799050.000000 Penalty: 5578.002930
	Iteration 331Q: 3 clusters Score -1.379905e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -13799001.000000 Penalty: 5578.002930
	Iteration 332Q: 3 clusters Score -1.3799e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -13799032.000000 Penalty: 5578.002930
	Iteration 333Q: 3 clusters Score -1.379903e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -13799039.000000 Penalty: 5578.002930
	Iteration 334Q: 3 clusters Score -1.379904e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -13799085.000000 Penalty: 5578.002930
	Iteration 335Q: 3 clusters Score -1.379908e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -13799144.000000 Penalty: 5578.002930
	Iteration 336Q: 3 clusters Score -1.379914e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -13799162.000000 Penalty: 5578.002930
	Iteration 337Q: 3 clusters Score -1.379916e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -13799157.000000 Penalty: 5578.002930
	Iteration 338Q: 3 clusters Score -1.379916e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -13799203.000000 Penalty: 5578.002930
	Iteration 339Q: 3 clusters Score -1.37992e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -13799254.000000 Penalty: 5578.002930
	Iteration 340F: 3 clusters Score -1.379925e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -13799289.000000 Penalty: 5578.002930
	Iteration 341Q: 3 clusters Score -1.379929e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -13799318.000000 Penalty: 5578.002930
	Iteration 342Q: 3 clusters Score -1.379932e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -13799376.000000 Penalty: 5578.002930
	Iteration 343Q: 3 clusters Score -1.379938e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -13799439.000000 Penalty: 5578.002930
	Iteration 344Q: 3 clusters Score -1.379944e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -13799550.000000 Penalty: 5578.002930
	Iteration 345Q: 3 clusters Score -1.379955e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -13799623.000000 Penalty: 5578.002930
	Iteration 346Q: 3 clusters Score -1.379962e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -13799677.000000 Penalty: 5578.002930
	Iteration 347Q: 3 clusters Score -1.379968e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -13799735.000000 Penalty: 5578.002930
	Iteration 348Q: 3 clusters Score -1.379974e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -13799809.000000 Penalty: 5578.002930
	Iteration 349Q: 3 clusters Score -1.379981e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -13799897.000000 Penalty: 5578.002930
	Iteration 350Q: 3 clusters Score -1.37999e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -13799945.000000 Penalty: 5578.002930
	Iteration 351Q: 3 clusters Score -1.379994e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -13800014.000000 Penalty: 5578.002930
	Iteration 352Q: 3 clusters Score -1.380001e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -13800046.000000 Penalty: 5578.002930
	Iteration 353Q: 3 clusters Score -1.380005e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -13800148.000000 Penalty: 5578.002930
	Iteration 354Q: 3 clusters Score -1.380015e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -13800270.000000 Penalty: 5578.002930
	Iteration 355Q: 3 clusters Score -1.380027e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -13800325.000000 Penalty: 5578.002930
	Iteration 356Q: 3 clusters Score -1.380032e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -13800400.000000 Penalty: 5578.002930
	Iteration 357Q: 3 clusters Score -1.38004e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -13800446.000000 Penalty: 5578.002930
	Iteration 358Q: 3 clusters Score -1.380045e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -13800506.000000 Penalty: 5578.002930
	Iteration 359Q: 3 clusters Score -1.380051e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -13800590.000000 Penalty: 5578.002930
	Iteration 360F: 3 clusters Score -1.380059e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -13800695.000000 Penalty: 5578.002930
	Iteration 361Q: 3 clusters Score -1.38007e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -13800832.000000 Penalty: 5578.002930
	Iteration 362Q: 3 clusters Score -1.380083e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -13800936.000000 Penalty: 5578.002930
	Iteration 363Q: 3 clusters Score -1.380094e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -13801017.000000 Penalty: 5578.002930
	Iteration 364Q: 3 clusters Score -1.380102e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -13801042.000000 Penalty: 5578.002930
	Iteration 365Q: 3 clusters Score -1.380104e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -13801118.000000 Penalty: 5578.002930
	Iteration 366Q: 3 clusters Score -1.380112e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -13801182.000000 Penalty: 5578.002930
	Iteration 367Q: 3 clusters Score -1.380118e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -13801200.000000 Penalty: 5578.002930
	Iteration 368Q: 3 clusters Score -1.38012e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -13801246.000000 Penalty: 5578.002930
	Iteration 369Q: 3 clusters Score -1.380125e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -13801317.000000 Penalty: 5578.002930
	Iteration 370Q: 3 clusters Score -1.380132e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -13801417.000000 Penalty: 5578.002930
	Iteration 371Q: 3 clusters Score -1.380142e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -13801457.000000 Penalty: 5578.002930
	Iteration 372Q: 3 clusters Score -1.380146e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -13801450.000000 Penalty: 5578.002930
	Iteration 373Q: 3 clusters Score -1.380145e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -13801474.000000 Penalty: 5578.002930
	Iteration 374Q: 3 clusters Score -1.380147e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -13801501.000000 Penalty: 5578.002930
	Iteration 375Q: 3 clusters Score -1.38015e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -13801501.000000 Penalty: 5578.002930
	Iteration 376Q: 3 clusters Score -1.38015e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -13801497.000000 Penalty: 5578.002930
	Iteration 377Q: 3 clusters Score -1.38015e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -13801500.000000 Penalty: 5578.002930
	Iteration 378Q: 3 clusters Score -1.38015e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -13801510.000000 Penalty: 5578.002930
	Iteration 379Q: 3 clusters Score -1.380151e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -13801510.000000 Penalty: 5578.002930
	Iteration 380F: 3 clusters Score -1.380151e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -13801540.000000 Penalty: 5578.002930
	Iteration 381Q: 3 clusters Score -1.380154e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -13801562.000000 Penalty: 5578.002930
	Iteration 382Q: 3 clusters Score -1.380156e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -13801550.000000 Penalty: 5578.002930
	Iteration 383Q: 3 clusters Score -1.380155e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -13801552.000000 Penalty: 5578.002930
	Iteration 384Q: 3 clusters Score -1.380155e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -13801500.000000 Penalty: 5578.002930
	Iteration 385Q: 3 clusters Score -1.38015e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -13801450.000000 Penalty: 5578.002930
	Iteration 386Q: 3 clusters Score -1.380145e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -13801378.000000 Penalty: 5578.002930
	Iteration 387Q: 3 clusters Score -1.380138e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -13801301.000000 Penalty: 5578.002930
	Iteration 388Q: 3 clusters Score -1.38013e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -13801214.000000 Penalty: 5578.002930
	Iteration 389Q: 3 clusters Score -1.380121e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -13801092.000000 Penalty: 5578.002930
	Iteration 390Q: 3 clusters Score -1.380109e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -13801006.000000 Penalty: 5578.002930
	Iteration 391Q: 3 clusters Score -1.380101e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -13800892.000000 Penalty: 5578.002930
	Iteration 392Q: 3 clusters Score -1.380089e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -13800839.000000 Penalty: 5578.002930
	Iteration 393Q: 3 clusters Score -1.380084e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -13800650.000000 Penalty: 5578.002930
	Iteration 394Q: 3 clusters Score -1.380065e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -13800540.000000 Penalty: 5578.002930
	Iteration 395Q: 3 clusters Score -1.380054e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -13800397.000000 Penalty: 5578.002930
	Iteration 396Q: 3 clusters Score -1.38004e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -13800161.000000 Penalty: 5578.002930
	Iteration 397Q: 3 clusters Score -1.380016e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -13800051.000000 Penalty: 5578.002930
	Iteration 398Q: 3 clusters Score -1.380005e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -13799931.000000 Penalty: 5578.002930
	Iteration 399Q: 3 clusters Score -1.379993e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -13799730.000000 Penalty: 5578.002930
	Iteration 400F: 3 clusters Score -1.379973e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -13799548.000000 Penalty: 5578.002930
	Iteration 401Q: 3 clusters Score -1.379955e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -13799419.000000 Penalty: 5578.002930
	Iteration 402Q: 3 clusters Score -1.379942e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -13799318.000000 Penalty: 5578.002930
	Iteration 403Q: 3 clusters Score -1.379932e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -13799213.000000 Penalty: 5578.002930
	Iteration 404Q: 3 clusters Score -1.379921e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -13799131.000000 Penalty: 5578.002930
	Iteration 405Q: 3 clusters Score -1.379913e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -13799075.000000 Penalty: 5578.002930
	Iteration 406Q: 3 clusters Score -1.379908e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -13799035.000000 Penalty: 5578.002930
	Iteration 407Q: 3 clusters Score -1.379904e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -13799033.000000 Penalty: 5578.002930
	Iteration 408Q: 3 clusters Score -1.379903e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -13799043.000000 Penalty: 5578.002930
	Iteration 409Q: 3 clusters Score -1.379904e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -13799075.000000 Penalty: 5578.002930
	Iteration 410Q: 3 clusters Score -1.379908e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -13799081.000000 Penalty: 5578.002930
	Iteration 411Q: 3 clusters Score -1.379908e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -13799091.000000 Penalty: 5578.002930
	Iteration 412Q: 3 clusters Score -1.379909e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -13799166.000000 Penalty: 5578.002930
	Iteration 413Q: 3 clusters Score -1.379917e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -13799175.000000 Penalty: 5578.002930
	Iteration 414Q: 3 clusters Score -1.379918e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -13799196.000000 Penalty: 5578.002930
	Iteration 415Q: 3 clusters Score -1.37992e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -13799247.000000 Penalty: 5578.002930
	Iteration 416Q: 3 clusters Score -1.379925e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -13799272.000000 Penalty: 5578.002930
	Iteration 417Q: 3 clusters Score -1.379927e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -13799348.000000 Penalty: 5578.002930
	Iteration 418Q: 3 clusters Score -1.379935e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -13799407.000000 Penalty: 5578.002930
	Iteration 419Q: 3 clusters Score -1.379941e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -13799461.000000 Penalty: 5578.002930
	Iteration 420F: 3 clusters Score -1.379946e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -13799513.000000 Penalty: 5578.002930
	Iteration 421Q: 3 clusters Score -1.379951e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -13799634.000000 Penalty: 5578.002930
	Iteration 422Q: 3 clusters Score -1.379963e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -13799661.000000 Penalty: 5578.002930
	Iteration 423Q: 3 clusters Score -1.379966e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -13799715.000000 Penalty: 5578.002930
	Iteration 424Q: 3 clusters Score -1.379972e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -13799780.000000 Penalty: 5578.002930
	Iteration 425Q: 3 clusters Score -1.379978e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -13799866.000000 Penalty: 5578.002930
	Iteration 426Q: 3 clusters Score -1.379987e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -13799908.000000 Penalty: 5578.002930
	Iteration 427Q: 3 clusters Score -1.379991e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -13799990.000000 Penalty: 5578.002930
	Iteration 428Q: 3 clusters Score -1.379999e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -13800035.000000 Penalty: 5578.002930
	Iteration 429Q: 3 clusters Score -1.380004e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -13800085.000000 Penalty: 5578.002930
	Iteration 430Q: 3 clusters Score -1.380008e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -13800216.000000 Penalty: 5578.002930
	Iteration 431Q: 3 clusters Score -1.380022e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -13800281.000000 Penalty: 5578.002930
	Iteration 432Q: 3 clusters Score -1.380028e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -13800372.000000 Penalty: 5578.002930
	Iteration 433Q: 3 clusters Score -1.380037e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -13800475.000000 Penalty: 5578.002930
	Iteration 434Q: 3 clusters Score -1.380048e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -13800532.000000 Penalty: 5578.002930
	Iteration 435Q: 3 clusters Score -1.380053e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -13800608.000000 Penalty: 5578.002930
	Iteration 436Q: 3 clusters Score -1.380061e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -13800688.000000 Penalty: 5578.002930
	Iteration 437Q: 3 clusters Score -1.380069e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -13800816.000000 Penalty: 5578.002930
	Iteration 438Q: 3 clusters Score -1.380082e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -13800872.000000 Penalty: 5578.002930
	Iteration 439Q: 3 clusters Score -1.380087e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -13801006.000000 Penalty: 5578.002930
	Iteration 440F: 3 clusters Score -1.380101e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -13801024.000000 Penalty: 5578.002930
	Iteration 441Q: 3 clusters Score -1.380102e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -13801098.000000 Penalty: 5578.002930
	Iteration 442Q: 3 clusters Score -1.38011e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -13801176.000000 Penalty: 5578.002930
	Iteration 443Q: 3 clusters Score -1.380118e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -13801201.000000 Penalty: 5578.002930
	Iteration 444Q: 3 clusters Score -1.38012e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -13801240.000000 Penalty: 5578.002930
	Iteration 445Q: 3 clusters Score -1.380124e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -13801351.000000 Penalty: 5578.002930
	Iteration 446Q: 3 clusters Score -1.380135e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -13801411.000000 Penalty: 5578.002930
	Iteration 447Q: 3 clusters Score -1.380141e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -13801415.000000 Penalty: 5578.002930
	Iteration 448Q: 3 clusters Score -1.380142e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -13801456.000000 Penalty: 5578.002930
	Iteration 449Q: 3 clusters Score -1.380146e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -13801466.000000 Penalty: 5578.002930
	Iteration 450Q: 3 clusters Score -1.380147e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -13801466.000000 Penalty: 5578.002930
	Iteration 451Q: 3 clusters Score -1.380147e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -13801512.000000 Penalty: 5578.002930
	Iteration 452Q: 3 clusters Score -1.380151e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -13801472.000000 Penalty: 5578.002930
	Iteration 453Q: 3 clusters Score -1.380147e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -13801482.000000 Penalty: 5578.002930
	Iteration 454Q: 3 clusters Score -1.380148e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -13801495.000000 Penalty: 5578.002930
	Iteration 455Q: 3 clusters Score -1.38015e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -13801507.000000 Penalty: 5578.002930
	Iteration 456Q: 3 clusters Score -1.380151e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -13801496.000000 Penalty: 5578.002930
	Iteration 457Q: 3 clusters Score -1.38015e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -13801519.000000 Penalty: 5578.002930
	Iteration 458Q: 3 clusters Score -1.380152e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -13801517.000000 Penalty: 5578.002930
	Iteration 459Q: 3 clusters Score -1.380152e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -13801481.000000 Penalty: 5578.002930
	Iteration 460F: 3 clusters Score -1.380148e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -13801471.000000 Penalty: 5578.002930
	Iteration 461Q: 3 clusters Score -1.380147e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -13801398.000000 Penalty: 5578.002930
	Iteration 462Q: 3 clusters Score -1.38014e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -13801341.000000 Penalty: 5578.002930
	Iteration 463Q: 3 clusters Score -1.380134e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -13801275.000000 Penalty: 5578.002930
	Iteration 464Q: 3 clusters Score -1.380128e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -13801183.000000 Penalty: 5578.002930
	Iteration 465Q: 3 clusters Score -1.380118e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -13801036.000000 Penalty: 5578.002930
	Iteration 466Q: 3 clusters Score -1.380104e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -13800976.000000 Penalty: 5578.002930
	Iteration 467Q: 3 clusters Score -1.380098e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -13800875.000000 Penalty: 5578.002930
	Iteration 468Q: 3 clusters Score -1.380088e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -13800758.000000 Penalty: 5578.002930
	Iteration 469Q: 3 clusters Score -1.380076e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -13800660.000000 Penalty: 5578.002930
	Iteration 470Q: 3 clusters Score -1.380066e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -13800463.000000 Penalty: 5578.002930
	Iteration 471Q: 3 clusters Score -1.380046e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -13800367.000000 Penalty: 5578.002930
	Iteration 472Q: 3 clusters Score -1.380037e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -13800124.000000 Penalty: 5578.002930
	Iteration 473Q: 3 clusters Score -1.380012e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -13800050.000000 Penalty: 5578.002930
	Iteration 474Q: 3 clusters Score -1.380005e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -13799875.000000 Penalty: 5578.002930
	Iteration 475Q: 3 clusters Score -1.379988e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -13799700.000000 Penalty: 5578.002930
	Iteration 476Q: 3 clusters Score -1.37997e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -13799517.000000 Penalty: 5578.002930
	Iteration 477Q: 3 clusters Score -1.379952e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -13799426.000000 Penalty: 5578.002930
	Iteration 478Q: 3 clusters Score -1.379943e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -13799343.000000 Penalty: 5578.002930
	Iteration 479Q: 3 clusters Score -1.379934e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -13799195.000000 Penalty: 5578.002930
	Iteration 480F: 3 clusters Score -1.37992e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -13799081.000000 Penalty: 5578.002930
	Iteration 481Q: 3 clusters Score -1.379908e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -13799084.000000 Penalty: 5578.002930
	Iteration 482Q: 3 clusters Score -1.379908e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -13799062.000000 Penalty: 5578.002930
	Iteration 483Q: 3 clusters Score -1.379906e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -13798993.000000 Penalty: 5578.002930
	Iteration 484Q: 3 clusters Score -1.379899e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -13799032.000000 Penalty: 5578.002930
	Iteration 485Q: 3 clusters Score -1.379903e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -13799026.000000 Penalty: 5578.002930
	Iteration 486Q: 3 clusters Score -1.379903e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -13799059.000000 Penalty: 5578.002930
	Iteration 487Q: 3 clusters Score -1.379906e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -13799094.000000 Penalty: 5578.002930
	Iteration 488Q: 3 clusters Score -1.379909e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -13799116.000000 Penalty: 5578.002930
	Iteration 489Q: 3 clusters Score -1.379912e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -13799152.000000 Penalty: 5578.002930
	Iteration 490Q: 3 clusters Score -1.379915e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -13799202.000000 Penalty: 5578.002930
	Iteration 491Q: 3 clusters Score -1.37992e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -13799257.000000 Penalty: 5578.002930
	Iteration 492Q: 3 clusters Score -1.379926e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -13799248.000000 Penalty: 5578.002930
	Iteration 493Q: 3 clusters Score -1.379925e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -13799326.000000 Penalty: 5578.002930
	Iteration 494Q: 3 clusters Score -1.379933e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -13799388.000000 Penalty: 5578.002930
	Iteration 495Q: 3 clusters Score -1.379939e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -13799425.000000 Penalty: 5578.002930
	Iteration 496Q: 3 clusters Score -1.379942e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -13799493.000000 Penalty: 5578.002930
	Iteration 497Q: 3 clusters Score -1.379949e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -13799589.000000 Penalty: 5578.002930
	Iteration 498Q: 3 clusters Score -1.379959e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -13799625.000000 Penalty: 5578.002930
	Iteration 499Q: 3 clusters Score -1.379962e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -13799705.000000 Penalty: 5578.002930
	Iteration 500F: 3 clusters Score -1.37997e+07 nChanged 255
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Entering Unmasked Estep 
Score: -196194736.000000 Penalty: 100188.859375
Splitting cluster 13 changes total score from -196093248.000000 to -196194736.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -291698.000000 Penalty: 1853.039062
	Iteration 0F: 2 clusters Score -291698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -289292.656250 Penalty: 3706.078125
	Iteration 0F: 3 clusters Score -289292.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -290142.625000 Penalty: 3706.078125
	Iteration 1F: 3 clusters Score -290142.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -290757.968750 Penalty: 3706.078125
	Iteration 2F: 3 clusters Score -290758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -291065.875000 Penalty: 3706.078125
	Iteration 3F: 3 clusters Score -291065.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291237.718750 Penalty: 3706.078125
	Iteration 4F: 3 clusters Score -291237.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -291374.531250 Penalty: 3706.078125
	Iteration 5Q: 3 clusters Score -291374.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -291555.781250 Penalty: 3706.078125
	Iteration 6Q: 3 clusters Score -291555.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -291783.843750 Penalty: 3706.078125
	Iteration 7Q: 3 clusters Score -291783.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -292011.750000 Penalty: 3706.078125
	Iteration 8Q: 3 clusters Score -292011.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -292175.406250 Penalty: 3706.078125
	Iteration 9Q: 3 clusters Score -292175.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -292227.781250 Penalty: 3706.078125
	Iteration 10Q: 3 clusters Score -292227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292251.375000 Penalty: 3706.078125
	Iteration 11Q: 3 clusters Score -292251.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -292274.343750 Penalty: 3706.078125
	Iteration 12Q: 3 clusters Score -292274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -292297.562500 Penalty: 3706.078125
	Iteration 13Q: 3 clusters Score -292297.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -292305.875000 Penalty: 3706.078125
	Iteration 14Q: 3 clusters Score -292305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -292311.468750 Penalty: 3706.078125
	Iteration 15Q: 3 clusters Score -292311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -292312.937500 Penalty: 3706.078125
	Iteration 16Q: 3 clusters Score -292312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -292316.968750 Penalty: 3706.078125
	Iteration 17Q: 3 clusters Score -292317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -292317.062500 Penalty: 3706.078125
	Iteration 18Q: 3 clusters Score -292317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -292317.062500 Penalty: 3706.078125
	Iteration 19F: 3 clusters Score -292317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 55741 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Entering Unmasked Estep 
Score: -196193840.000000 Penalty: 103643.640625
Splitting cluster 14 changes total score from -196093248.000000 to -196193840.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (55741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Entering Unmasked Estep 
Score: -9860922.000000 Penalty: 2710.260986
	Iteration 0F: 2 clusters Score -9860922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -9829741.000000 Penalty: 5420.521973
	Iteration 0F: 3 clusters Score -9829741 nChanged 25873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -9845147.000000 Penalty: 5420.521973
	Iteration 1F: 3 clusters Score -9845147 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -9847587.000000 Penalty: 5420.521973
	Iteration 2F: 3 clusters Score -9847587 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -9851606.000000 Penalty: 5420.521973
	Iteration 3F: 3 clusters Score -9851606 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -9857404.000000 Penalty: 5420.521973
	Iteration 4F: 3 clusters Score -9857404 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -9863446.000000 Penalty: 5420.521973
	Iteration 5F: 3 clusters Score -9863446 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -9867886.000000 Penalty: 5420.521973
	Iteration 6F: 3 clusters Score -9867886 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -9870470.000000 Penalty: 5420.521973
	Iteration 7F: 3 clusters Score -9870470 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -9872130.000000 Penalty: 5420.521973
	Iteration 8Q: 3 clusters Score -9872130 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -9873511.000000 Penalty: 5420.521973
	Iteration 9Q: 3 clusters Score -9873511 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -9874656.000000 Penalty: 5420.521973
	Iteration 10Q: 3 clusters Score -9874656 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -9875026.000000 Penalty: 5420.521973
	Iteration 11Q: 3 clusters Score -9875026 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -9875115.000000 Penalty: 5420.521973
	Iteration 12Q: 3 clusters Score -9875115 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -9875202.000000 Penalty: 5420.521973
	Iteration 13Q: 3 clusters Score -9875202 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -9875276.000000 Penalty: 5420.521973
	Iteration 14Q: 3 clusters Score -9875276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -9875389.000000 Penalty: 5420.521973
	Iteration 15Q: 3 clusters Score -9875389 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -9875535.000000 Penalty: 5420.521973
	Iteration 16Q: 3 clusters Score -9875535 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -9875787.000000 Penalty: 5420.521973
	Iteration 17Q: 3 clusters Score -9875787 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -9876064.000000 Penalty: 5420.521973
	Iteration 18Q: 3 clusters Score -9876064 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -9876322.000000 Penalty: 5420.521973
	Iteration 19Q: 3 clusters Score -9876322 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -9876534.000000 Penalty: 5420.521973
	Iteration 20F: 3 clusters Score -9876534 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -9876664.000000 Penalty: 5420.521973
	Iteration 21Q: 3 clusters Score -9876664 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -9876771.000000 Penalty: 5420.521973
	Iteration 22Q: 3 clusters Score -9876771 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -9876878.000000 Penalty: 5420.521973
	Iteration 23Q: 3 clusters Score -9876878 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -9876901.000000 Penalty: 5420.521973
	Iteration 24Q: 3 clusters Score -9876901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -9876909.000000 Penalty: 5420.521973
	Iteration 25Q: 3 clusters Score -9876909 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -9876930.000000 Penalty: 5420.521973
	Iteration 26Q: 3 clusters Score -9876930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -9876934.000000 Penalty: 5420.521973
	Iteration 27Q: 3 clusters Score -9876934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -9876958.000000 Penalty: 5420.521973
	Iteration 28Q: 3 clusters Score -9876958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -9876983.000000 Penalty: 5420.521973
	Iteration 29Q: 3 clusters Score -9876983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -9877019.000000 Penalty: 5420.521973
	Iteration 30Q: 3 clusters Score -9877019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -9877050.000000 Penalty: 5420.521973
	Iteration 31Q: 3 clusters Score -9877050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -9877049.000000 Penalty: 5420.521973
	Iteration 32Q: 3 clusters Score -9877049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -9877044.000000 Penalty: 5420.521973
	Iteration 33Q: 3 clusters Score -9877044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -9877052.000000 Penalty: 5420.521973
	Iteration 34Q: 3 clusters Score -9877052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -9877057.000000 Penalty: 5420.521973
	Iteration 35Q: 3 clusters Score -9877057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -9877062.000000 Penalty: 5420.521973
	Iteration 36Q: 3 clusters Score -9877062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -9877061.000000 Penalty: 5420.521973
	Iteration 37Q: 3 clusters Score -9877061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -9877066.000000 Penalty: 5420.521973
	Iteration 38Q: 3 clusters Score -9877066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -9877059.000000 Penalty: 5420.521973
	Iteration 39Q: 3 clusters Score -9877059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -9877060.000000 Penalty: 5420.521973
	Iteration 40F: 3 clusters Score -9877060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -9877059.000000 Penalty: 5420.521973
	Iteration 41Q: 3 clusters Score -9877059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -9877056.000000 Penalty: 5420.521973
	Iteration 42Q: 3 clusters Score -9877056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -9877063.000000 Penalty: 5420.521973
	Iteration 43Q: 3 clusters Score -9877063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -9877064.000000 Penalty: 5420.521973
	Iteration 44Q: 3 clusters Score -9877064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -9877068.000000 Penalty: 5420.521973
	Iteration 45Q: 3 clusters Score -9877068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -9877059.000000 Penalty: 5420.521973
	Iteration 46Q: 3 clusters Score -9877059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -9877056.000000 Penalty: 5420.521973
	Iteration 47Q: 3 clusters Score -9877056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -9877069.000000 Penalty: 5420.521973
	Iteration 48Q: 3 clusters Score -9877069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -9877064.000000 Penalty: 5420.521973
	Iteration 49Q: 3 clusters Score -9877064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -9877056.000000 Penalty: 5420.521973
	Iteration 50Q: 3 clusters Score -9877056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -9877057.000000 Penalty: 5420.521973
	Iteration 51Q: 3 clusters Score -9877057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -9877054.000000 Penalty: 5420.521973
	Iteration 52Q: 3 clusters Score -9877054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -9877053.000000 Penalty: 5420.521973
	Iteration 53Q: 3 clusters Score -9877053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -9877053.000000 Penalty: 5420.521973
	Iteration 54Q: 3 clusters Score -9877053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -9877057.000000 Penalty: 5420.521973
	Iteration 55Q: 3 clusters Score -9877057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -9877054.000000 Penalty: 5420.521973
	Iteration 56Q: 3 clusters Score -9877054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -9877048.000000 Penalty: 5420.521973
	Iteration 57Q: 3 clusters Score -9877048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -9877053.000000 Penalty: 5420.521973
	Iteration 58Q: 3 clusters Score -9877053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -9877062.000000 Penalty: 5420.521973
	Iteration 59Q: 3 clusters Score -9877062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -9877062.000000 Penalty: 5420.521973
	Iteration 60F: 3 clusters Score -9877062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -9877060.000000 Penalty: 5420.521973
	Iteration 61Q: 3 clusters Score -9877060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -9877060.000000 Penalty: 5420.521973
	Iteration 62F: 3 clusters Score -9877060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 75298 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 39952 members 
Entering Unmasked Estep 
Score: -196203792.000000 Penalty: 107098.429688
Splitting cluster 15 changes total score from -196093248.000000 to -196203792.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (51592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Entering Unmasked Estep 
Score: -9181307.000000 Penalty: 2691.078125
	Iteration 0F: 2 clusters Score -9181307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -9148717.000000 Penalty: 5382.156250
	Iteration 0F: 3 clusters Score -9148717 nChanged 23852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -9161907.000000 Penalty: 5382.156250
	Iteration 1F: 3 clusters Score -9161907 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -9162573.000000 Penalty: 5382.156250
	Iteration 2Q: 3 clusters Score -9162573 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -9163303.000000 Penalty: 5382.156250
	Iteration 3Q: 3 clusters Score -9163303 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -9164258.000000 Penalty: 5382.156250
	Iteration 4Q: 3 clusters Score -9164258 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -9165418.000000 Penalty: 5382.156250
	Iteration 5F: 3 clusters Score -9165418 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -9166908.000000 Penalty: 5382.156250
	Iteration 6F: 3 clusters Score -9166908 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -9168516.000000 Penalty: 5382.156250
	Iteration 7F: 3 clusters Score -9168516 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -9170253.000000 Penalty: 5382.156250
	Iteration 8F: 3 clusters Score -9170253 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -9171782.000000 Penalty: 5382.156250
	Iteration 9F: 3 clusters Score -9171782 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -9173211.000000 Penalty: 5382.156250
	Iteration 10F: 3 clusters Score -9173211 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -9174572.000000 Penalty: 5382.156250
	Iteration 11Q: 3 clusters Score -9174572 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -9175961.000000 Penalty: 5382.156250
	Iteration 12Q: 3 clusters Score -9175961 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -9177116.000000 Penalty: 5382.156250
	Iteration 13Q: 3 clusters Score -9177116 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -9178064.000000 Penalty: 5382.156250
	Iteration 14Q: 3 clusters Score -9178064 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -9178713.000000 Penalty: 5382.156250
	Iteration 15Q: 3 clusters Score -9178713 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -9179175.000000 Penalty: 5382.156250
	Iteration 16Q: 3 clusters Score -9179175 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -9179477.000000 Penalty: 5382.156250
	Iteration 17Q: 3 clusters Score -9179477 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9179622.000000 Penalty: 5382.156250
	Iteration 18Q: 3 clusters Score -9179622 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -9179701.000000 Penalty: 5382.156250
	Iteration 19Q: 3 clusters Score -9179701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -9179730.000000 Penalty: 5382.156250
	Iteration 20F: 3 clusters Score -9179730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -9179752.000000 Penalty: 5382.156250
	Iteration 21Q: 3 clusters Score -9179752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -9179785.000000 Penalty: 5382.156250
	Iteration 22Q: 3 clusters Score -9179785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -9179798.000000 Penalty: 5382.156250
	Iteration 23Q: 3 clusters Score -9179798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -9179807.000000 Penalty: 5382.156250
	Iteration 24Q: 3 clusters Score -9179807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -9179822.000000 Penalty: 5382.156250
	Iteration 25Q: 3 clusters Score -9179822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -9179827.000000 Penalty: 5382.156250
	Iteration 26Q: 3 clusters Score -9179827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -9179834.000000 Penalty: 5382.156250
	Iteration 27Q: 3 clusters Score -9179834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -9179841.000000 Penalty: 5382.156250
	Iteration 28Q: 3 clusters Score -9179841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -9179837.000000 Penalty: 5382.156250
	Iteration 29Q: 3 clusters Score -9179837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -9179842.000000 Penalty: 5382.156250
	Iteration 30Q: 3 clusters Score -9179842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9179852.000000 Penalty: 5382.156250
	Iteration 31Q: 3 clusters Score -9179852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9179852.000000 Penalty: 5382.156250
	Iteration 32Q: 3 clusters Score -9179852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9179856.000000 Penalty: 5382.156250
	Iteration 33Q: 3 clusters Score -9179856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -9179841.000000 Penalty: 5382.156250
	Iteration 34Q: 3 clusters Score -9179841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -9179843.000000 Penalty: 5382.156250
	Iteration 35Q: 3 clusters Score -9179843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -9179848.000000 Penalty: 5382.156250
	Iteration 36Q: 3 clusters Score -9179848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -9179850.000000 Penalty: 5382.156250
	Iteration 37Q: 3 clusters Score -9179850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -9179850.000000 Penalty: 5382.156250
	Iteration 38F: 3 clusters Score -9179850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Entering Unmasked Estep 
Score: -13500638.000000 Penalty: 2784.843750
	Iteration 0F: 2 clusters Score -1.350064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -13480072.000000 Penalty: 5569.687500
	Iteration 0F: 3 clusters Score -1.348007e+07 nChanged 35404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -13500154.000000 Penalty: 5569.687500
	Iteration 1F: 3 clusters Score -1.350015e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -13500701.000000 Penalty: 5569.687500
	Iteration 2Q: 3 clusters Score -1.35007e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -13501294.000000 Penalty: 5569.687500
	Iteration 3Q: 3 clusters Score -1.350129e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -13502058.000000 Penalty: 5569.687500
	Iteration 4Q: 3 clusters Score -1.350206e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -13503027.000000 Penalty: 5569.687500
	Iteration 5Q: 3 clusters Score -1.350303e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -13504293.000000 Penalty: 5569.687500
	Iteration 6Q: 3 clusters Score -1.350429e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -13506354.000000 Penalty: 5569.687500
	Iteration 7Q: 3 clusters Score -1.350635e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -13509282.000000 Penalty: 5569.687500
	Iteration 8F: 3 clusters Score -1.350928e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -13512448.000000 Penalty: 5569.687500
	Iteration 9F: 3 clusters Score -1.351245e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -13514603.000000 Penalty: 5569.687500
	Iteration 10F: 3 clusters Score -1.35146e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -13515518.000000 Penalty: 5569.687500
	Iteration 11Q: 3 clusters Score -1.351552e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -13515893.000000 Penalty: 5569.687500
	Iteration 12Q: 3 clusters Score -1.351589e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -13516194.000000 Penalty: 5569.687500
	Iteration 13Q: 3 clusters Score -1.351619e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -13516457.000000 Penalty: 5569.687500
	Iteration 14Q: 3 clusters Score -1.351646e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -13516622.000000 Penalty: 5569.687500
	Iteration 15Q: 3 clusters Score -1.351662e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -13516956.000000 Penalty: 5569.687500
	Iteration 16Q: 3 clusters Score -1.351696e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -13517293.000000 Penalty: 5569.687500
	Iteration 17Q: 3 clusters Score -1.351729e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -13517569.000000 Penalty: 5569.687500
	Iteration 18Q: 3 clusters Score -1.351757e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -13517828.000000 Penalty: 5569.687500
	Iteration 19Q: 3 clusters Score -1.351783e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -13518076.000000 Penalty: 5569.687500
	Iteration 20F: 3 clusters Score -1.351808e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -13518231.000000 Penalty: 5569.687500
	Iteration 21Q: 3 clusters Score -1.351823e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -13518403.000000 Penalty: 5569.687500
	Iteration 22Q: 3 clusters Score -1.35184e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -13518572.000000 Penalty: 5569.687500
	Iteration 23Q: 3 clusters Score -1.351857e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -13518743.000000 Penalty: 5569.687500
	Iteration 24Q: 3 clusters Score -1.351874e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -13518966.000000 Penalty: 5569.687500
	Iteration 25Q: 3 clusters Score -1.351897e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -13519022.000000 Penalty: 5569.687500
	Iteration 26Q: 3 clusters Score -1.351902e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -13519111.000000 Penalty: 5569.687500
	Iteration 27Q: 3 clusters Score -1.351911e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -13519169.000000 Penalty: 5569.687500
	Iteration 28Q: 3 clusters Score -1.351917e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -13519230.000000 Penalty: 5569.687500
	Iteration 29Q: 3 clusters Score -1.351923e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -13519365.000000 Penalty: 5569.687500
	Iteration 30Q: 3 clusters Score -1.351936e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -13519489.000000 Penalty: 5569.687500
	Iteration 31Q: 3 clusters Score -1.351949e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -13519553.000000 Penalty: 5569.687500
	Iteration 32Q: 3 clusters Score -1.351955e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -13519654.000000 Penalty: 5569.687500
	Iteration 33Q: 3 clusters Score -1.351965e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -13519705.000000 Penalty: 5569.687500
	Iteration 34Q: 3 clusters Score -1.35197e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -13519841.000000 Penalty: 5569.687500
	Iteration 35Q: 3 clusters Score -1.351984e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -13519907.000000 Penalty: 5569.687500
	Iteration 36Q: 3 clusters Score -1.351991e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -13519968.000000 Penalty: 5569.687500
	Iteration 37Q: 3 clusters Score -1.351997e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -13520059.000000 Penalty: 5569.687500
	Iteration 38Q: 3 clusters Score -1.352006e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -13520151.000000 Penalty: 5569.687500
	Iteration 39Q: 3 clusters Score -1.352015e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -13520231.000000 Penalty: 5569.687500
	Iteration 40F: 3 clusters Score -1.352023e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -13520333.000000 Penalty: 5569.687500
	Iteration 41Q: 3 clusters Score -1.352033e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -13520445.000000 Penalty: 5569.687500
	Iteration 42Q: 3 clusters Score -1.352044e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -13520566.000000 Penalty: 5569.687500
	Iteration 43Q: 3 clusters Score -1.352057e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -13520625.000000 Penalty: 5569.687500
	Iteration 44Q: 3 clusters Score -1.352062e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -13520746.000000 Penalty: 5569.687500
	Iteration 45Q: 3 clusters Score -1.352075e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -13520853.000000 Penalty: 5569.687500
	Iteration 46Q: 3 clusters Score -1.352085e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -13520951.000000 Penalty: 5569.687500
	Iteration 47Q: 3 clusters Score -1.352095e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -13521076.000000 Penalty: 5569.687500
	Iteration 48Q: 3 clusters Score -1.352108e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -13521185.000000 Penalty: 5569.687500
	Iteration 49Q: 3 clusters Score -1.352118e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -13521276.000000 Penalty: 5569.687500
	Iteration 50Q: 3 clusters Score -1.352128e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -13521420.000000 Penalty: 5569.687500
	Iteration 51Q: 3 clusters Score -1.352142e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -13521502.000000 Penalty: 5569.687500
	Iteration 52Q: 3 clusters Score -1.35215e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -13521595.000000 Penalty: 5569.687500
	Iteration 53Q: 3 clusters Score -1.35216e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -13521751.000000 Penalty: 5569.687500
	Iteration 54Q: 3 clusters Score -1.352175e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -13521876.000000 Penalty: 5569.687500
	Iteration 55Q: 3 clusters Score -1.352188e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -13522000.000000 Penalty: 5569.687500
	Iteration 56Q: 3 clusters Score -1.3522e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -13522121.000000 Penalty: 5569.687500
	Iteration 57Q: 3 clusters Score -1.352212e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -13522178.000000 Penalty: 5569.687500
	Iteration 58Q: 3 clusters Score -1.352218e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -13522287.000000 Penalty: 5569.687500
	Iteration 59Q: 3 clusters Score -1.352229e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -13522364.000000 Penalty: 5569.687500
	Iteration 60F: 3 clusters Score -1.352236e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -13522496.000000 Penalty: 5569.687500
	Iteration 61Q: 3 clusters Score -1.35225e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -13522584.000000 Penalty: 5569.687500
	Iteration 62Q: 3 clusters Score -1.352258e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -13522624.000000 Penalty: 5569.687500
	Iteration 63Q: 3 clusters Score -1.352262e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -13522709.000000 Penalty: 5569.687500
	Iteration 64Q: 3 clusters Score -1.352271e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -13522764.000000 Penalty: 5569.687500
	Iteration 65Q: 3 clusters Score -1.352276e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -13522827.000000 Penalty: 5569.687500
	Iteration 66Q: 3 clusters Score -1.352283e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -13522872.000000 Penalty: 5569.687500
	Iteration 67Q: 3 clusters Score -1.352287e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -13522935.000000 Penalty: 5569.687500
	Iteration 68Q: 3 clusters Score -1.352294e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -13522976.000000 Penalty: 5569.687500
	Iteration 69Q: 3 clusters Score -1.352298e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -13523048.000000 Penalty: 5569.687500
	Iteration 70Q: 3 clusters Score -1.352305e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -13523073.000000 Penalty: 5569.687500
	Iteration 71Q: 3 clusters Score -1.352307e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -13523111.000000 Penalty: 5569.687500
	Iteration 72Q: 3 clusters Score -1.352311e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -13523117.000000 Penalty: 5569.687500
	Iteration 73Q: 3 clusters Score -1.352312e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -13523144.000000 Penalty: 5569.687500
	Iteration 74Q: 3 clusters Score -1.352314e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -13523134.000000 Penalty: 5569.687500
	Iteration 75Q: 3 clusters Score -1.352313e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -13523157.000000 Penalty: 5569.687500
	Iteration 76Q: 3 clusters Score -1.352316e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -13523198.000000 Penalty: 5569.687500
	Iteration 77Q: 3 clusters Score -1.35232e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -13523182.000000 Penalty: 5569.687500
	Iteration 78Q: 3 clusters Score -1.352318e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -13523207.000000 Penalty: 5569.687500
	Iteration 79Q: 3 clusters Score -1.352321e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -13523216.000000 Penalty: 5569.687500
	Iteration 80F: 3 clusters Score -1.352322e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -13523195.000000 Penalty: 5569.687500
	Iteration 81Q: 3 clusters Score -1.35232e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -13523153.000000 Penalty: 5569.687500
	Iteration 82Q: 3 clusters Score -1.352315e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -13523149.000000 Penalty: 5569.687500
	Iteration 83Q: 3 clusters Score -1.352315e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -13523164.000000 Penalty: 5569.687500
	Iteration 84Q: 3 clusters Score -1.352316e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -13523147.000000 Penalty: 5569.687500
	Iteration 85Q: 3 clusters Score -1.352315e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -13523151.000000 Penalty: 5569.687500
	Iteration 86Q: 3 clusters Score -1.352315e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -13523183.000000 Penalty: 5569.687500
	Iteration 87Q: 3 clusters Score -1.352318e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -13523208.000000 Penalty: 5569.687500
	Iteration 88Q: 3 clusters Score -1.352321e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -13523187.000000 Penalty: 5569.687500
	Iteration 89Q: 3 clusters Score -1.352319e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -13523206.000000 Penalty: 5569.687500
	Iteration 90Q: 3 clusters Score -1.352321e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -13523210.000000 Penalty: 5569.687500
	Iteration 91Q: 3 clusters Score -1.352321e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -13523167.000000 Penalty: 5569.687500
	Iteration 92Q: 3 clusters Score -1.352317e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -13523164.000000 Penalty: 5569.687500
	Iteration 93Q: 3 clusters Score -1.352316e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -13523155.000000 Penalty: 5569.687500
	Iteration 94Q: 3 clusters Score -1.352316e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -13523141.000000 Penalty: 5569.687500
	Iteration 95Q: 3 clusters Score -1.352314e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -13523121.000000 Penalty: 5569.687500
	Iteration 96Q: 3 clusters Score -1.352312e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -13523082.000000 Penalty: 5569.687500
	Iteration 97Q: 3 clusters Score -1.352308e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -13523070.000000 Penalty: 5569.687500
	Iteration 98Q: 3 clusters Score -1.352307e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -13523078.000000 Penalty: 5569.687500
	Iteration 99Q: 3 clusters Score -1.352308e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -13523066.000000 Penalty: 5569.687500
	Iteration 100F: 3 clusters Score -1.352307e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -13523058.000000 Penalty: 5569.687500
	Iteration 101Q: 3 clusters Score -1.352306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -13523038.000000 Penalty: 5569.687500
	Iteration 102Q: 3 clusters Score -1.352304e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -13523045.000000 Penalty: 5569.687500
	Iteration 103Q: 3 clusters Score -1.352304e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -13523033.000000 Penalty: 5569.687500
	Iteration 104Q: 3 clusters Score -1.352303e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -13523032.000000 Penalty: 5569.687500
	Iteration 105Q: 3 clusters Score -1.352303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -13523032.000000 Penalty: 5569.687500
	Iteration 106Q: 3 clusters Score -1.352303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -13523018.000000 Penalty: 5569.687500
	Iteration 107Q: 3 clusters Score -1.352302e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -13522995.000000 Penalty: 5569.687500
	Iteration 108Q: 3 clusters Score -1.3523e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -13522995.000000 Penalty: 5569.687500
	Iteration 109Q: 3 clusters Score -1.3523e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -13522960.000000 Penalty: 5569.687500
	Iteration 110Q: 3 clusters Score -1.352296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -13522958.000000 Penalty: 5569.687500
	Iteration 111Q: 3 clusters Score -1.352296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -13522949.000000 Penalty: 5569.687500
	Iteration 112Q: 3 clusters Score -1.352295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -13522949.000000 Penalty: 5569.687500
	Iteration 113Q: 3 clusters Score -1.352295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -13522940.000000 Penalty: 5569.687500
	Iteration 114Q: 3 clusters Score -1.352294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -13522954.000000 Penalty: 5569.687500
	Iteration 115Q: 3 clusters Score -1.352295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -13522948.000000 Penalty: 5569.687500
	Iteration 116Q: 3 clusters Score -1.352295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -13522956.000000 Penalty: 5569.687500
	Iteration 117Q: 3 clusters Score -1.352296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -13522965.000000 Penalty: 5569.687500
	Iteration 118Q: 3 clusters Score -1.352296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -13522959.000000 Penalty: 5569.687500
	Iteration 119Q: 3 clusters Score -1.352296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -13522961.000000 Penalty: 5569.687500
	Iteration 120F: 3 clusters Score -1.352296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -13522941.000000 Penalty: 5569.687500
	Iteration 121Q: 3 clusters Score -1.352294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -13522933.000000 Penalty: 5569.687500
	Iteration 122Q: 3 clusters Score -1.352293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -13522930.000000 Penalty: 5569.687500
	Iteration 123Q: 3 clusters Score -1.352293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -13522929.000000 Penalty: 5569.687500
	Iteration 124Q: 3 clusters Score -1.352293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -13522928.000000 Penalty: 5569.687500
	Iteration 125Q: 3 clusters Score -1.352293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -13522928.000000 Penalty: 5569.687500
	Iteration 126Q: 3 clusters Score -1.352293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -13522926.000000 Penalty: 5569.687500
	Iteration 127Q: 3 clusters Score -1.352293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -13522918.000000 Penalty: 5569.687500
	Iteration 128Q: 3 clusters Score -1.352292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -13522904.000000 Penalty: 5569.687500
	Iteration 129Q: 3 clusters Score -1.35229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -13522908.000000 Penalty: 5569.687500
	Iteration 130Q: 3 clusters Score -1.352291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -13522906.000000 Penalty: 5569.687500
	Iteration 131Q: 3 clusters Score -1.352291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -13522915.000000 Penalty: 5569.687500
	Iteration 132Q: 3 clusters Score -1.352292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -13522902.000000 Penalty: 5569.687500
	Iteration 133Q: 3 clusters Score -1.35229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -13522906.000000 Penalty: 5569.687500
	Iteration 134Q: 3 clusters Score -1.352291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -13522910.000000 Penalty: 5569.687500
	Iteration 135Q: 3 clusters Score -1.352291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -13522914.000000 Penalty: 5569.687500
	Iteration 136Q: 3 clusters Score -1.352291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -13522899.000000 Penalty: 5569.687500
	Iteration 137Q: 3 clusters Score -1.35229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -13522889.000000 Penalty: 5569.687500
	Iteration 138Q: 3 clusters Score -1.352289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -13522894.000000 Penalty: 5569.687500
	Iteration 139Q: 3 clusters Score -1.352289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -13522893.000000 Penalty: 5569.687500
	Iteration 140F: 3 clusters Score -1.352289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -13522900.000000 Penalty: 5569.687500
	Iteration 141Q: 3 clusters Score -1.35229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -13522900.000000 Penalty: 5569.687500
	Iteration 142F: 3 clusters Score -1.35229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 41861 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 39952 members 
Mstep: Class 32 contains 33437 members 
Entering Unmasked Estep 
Score: -196221936.000000 Penalty: 110553.218750
Splitting cluster 17 changes total score from -196093248.000000 to -196221936.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (84673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Entering Unmasked Estep 
Score: -14936416.000000 Penalty: 2813.944824
	Iteration 0F: 2 clusters Score -1.493642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -14899515.000000 Penalty: 5627.889648
	Iteration 0F: 3 clusters Score -1.489952e+07 nChanged 39787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -14922787.000000 Penalty: 5627.889648
	Iteration 1F: 3 clusters Score -1.492279e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -14924039.000000 Penalty: 5627.889648
	Iteration 2Q: 3 clusters Score -1.492404e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -14925633.000000 Penalty: 5627.889648
	Iteration 3F: 3 clusters Score -1.492563e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -14927552.000000 Penalty: 5627.889648
	Iteration 4F: 3 clusters Score -1.492755e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -14930162.000000 Penalty: 5627.889648
	Iteration 5F: 3 clusters Score -1.493016e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -14933285.000000 Penalty: 5627.889648
	Iteration 6F: 3 clusters Score -1.493328e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -14936433.000000 Penalty: 5627.889648
	Iteration 7F: 3 clusters Score -1.493643e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -14938832.000000 Penalty: 5627.889648
	Iteration 8Q: 3 clusters Score -1.493883e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -14939898.000000 Penalty: 5627.889648
	Iteration 9Q: 3 clusters Score -1.49399e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -14940290.000000 Penalty: 5627.889648
	Iteration 10Q: 3 clusters Score -1.494029e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -14940430.000000 Penalty: 5627.889648
	Iteration 11Q: 3 clusters Score -1.494043e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -14940618.000000 Penalty: 5627.889648
	Iteration 12Q: 3 clusters Score -1.494062e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -14940624.000000 Penalty: 5627.889648
	Iteration 13Q: 3 clusters Score -1.494062e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -14940660.000000 Penalty: 5627.889648
	Iteration 14Q: 3 clusters Score -1.494066e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -14940695.000000 Penalty: 5627.889648
	Iteration 15Q: 3 clusters Score -1.49407e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -14940702.000000 Penalty: 5627.889648
	Iteration 16Q: 3 clusters Score -1.49407e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -14940820.000000 Penalty: 5627.889648
	Iteration 17Q: 3 clusters Score -1.494082e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -14940882.000000 Penalty: 5627.889648
	Iteration 18Q: 3 clusters Score -1.494088e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -14940968.000000 Penalty: 5627.889648
	Iteration 19Q: 3 clusters Score -1.494097e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -14941045.000000 Penalty: 5627.889648
	Iteration 20F: 3 clusters Score -1.494104e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -14941128.000000 Penalty: 5627.889648
	Iteration 21Q: 3 clusters Score -1.494113e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -14941187.000000 Penalty: 5627.889648
	Iteration 22Q: 3 clusters Score -1.494119e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -14941214.000000 Penalty: 5627.889648
	Iteration 23Q: 3 clusters Score -1.494121e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -14941389.000000 Penalty: 5627.889648
	Iteration 24Q: 3 clusters Score -1.494139e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -14941423.000000 Penalty: 5627.889648
	Iteration 25Q: 3 clusters Score -1.494142e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -14941472.000000 Penalty: 5627.889648
	Iteration 26Q: 3 clusters Score -1.494147e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -14941484.000000 Penalty: 5627.889648
	Iteration 27Q: 3 clusters Score -1.494148e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -14941490.000000 Penalty: 5627.889648
	Iteration 28Q: 3 clusters Score -1.494149e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -14941552.000000 Penalty: 5627.889648
	Iteration 29Q: 3 clusters Score -1.494155e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -14941558.000000 Penalty: 5627.889648
	Iteration 30Q: 3 clusters Score -1.494156e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -14941587.000000 Penalty: 5627.889648
	Iteration 31Q: 3 clusters Score -1.494159e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -14941614.000000 Penalty: 5627.889648
	Iteration 32Q: 3 clusters Score -1.494161e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -14941605.000000 Penalty: 5627.889648
	Iteration 33Q: 3 clusters Score -1.49416e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -14941683.000000 Penalty: 5627.889648
	Iteration 34Q: 3 clusters Score -1.494168e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -14941714.000000 Penalty: 5627.889648
	Iteration 35Q: 3 clusters Score -1.494171e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -14941765.000000 Penalty: 5627.889648
	Iteration 36Q: 3 clusters Score -1.494176e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -14941766.000000 Penalty: 5627.889648
	Iteration 37Q: 3 clusters Score -1.494177e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -14941808.000000 Penalty: 5627.889648
	Iteration 38Q: 3 clusters Score -1.494181e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -14941893.000000 Penalty: 5627.889648
	Iteration 39Q: 3 clusters Score -1.494189e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -14941900.000000 Penalty: 5627.889648
	Iteration 40F: 3 clusters Score -1.49419e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -14941893.000000 Penalty: 5627.889648
	Iteration 41Q: 3 clusters Score -1.494189e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -14941924.000000 Penalty: 5627.889648
	Iteration 42Q: 3 clusters Score -1.494192e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -14941981.000000 Penalty: 5627.889648
	Iteration 43Q: 3 clusters Score -1.494198e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -14941985.000000 Penalty: 5627.889648
	Iteration 44Q: 3 clusters Score -1.494198e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -14941981.000000 Penalty: 5627.889648
	Iteration 45Q: 3 clusters Score -1.494198e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -14941993.000000 Penalty: 5627.889648
	Iteration 46Q: 3 clusters Score -1.494199e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -14942032.000000 Penalty: 5627.889648
	Iteration 47Q: 3 clusters Score -1.494203e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -14942061.000000 Penalty: 5627.889648
	Iteration 48Q: 3 clusters Score -1.494206e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -14942056.000000 Penalty: 5627.889648
	Iteration 49Q: 3 clusters Score -1.494206e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -14942059.000000 Penalty: 5627.889648
	Iteration 50Q: 3 clusters Score -1.494206e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -14942068.000000 Penalty: 5627.889648
	Iteration 51Q: 3 clusters Score -1.494207e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -14942049.000000 Penalty: 5627.889648
	Iteration 52Q: 3 clusters Score -1.494205e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -14942100.000000 Penalty: 5627.889648
	Iteration 53Q: 3 clusters Score -1.49421e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -14942130.000000 Penalty: 5627.889648
	Iteration 54Q: 3 clusters Score -1.494213e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -14942159.000000 Penalty: 5627.889648
	Iteration 55Q: 3 clusters Score -1.494216e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -14942169.000000 Penalty: 5627.889648
	Iteration 56Q: 3 clusters Score -1.494217e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -14942216.000000 Penalty: 5627.889648
	Iteration 57Q: 3 clusters Score -1.494222e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -14942196.000000 Penalty: 5627.889648
	Iteration 58Q: 3 clusters Score -1.49422e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -14942238.000000 Penalty: 5627.889648
	Iteration 59Q: 3 clusters Score -1.494224e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -14942235.000000 Penalty: 5627.889648
	Iteration 60F: 3 clusters Score -1.494224e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -14942265.000000 Penalty: 5627.889648
	Iteration 61Q: 3 clusters Score -1.494226e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -14942264.000000 Penalty: 5627.889648
	Iteration 62Q: 3 clusters Score -1.494226e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -14942268.000000 Penalty: 5627.889648
	Iteration 63Q: 3 clusters Score -1.494227e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -14942295.000000 Penalty: 5627.889648
	Iteration 64Q: 3 clusters Score -1.49423e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -14942284.000000 Penalty: 5627.889648
	Iteration 65Q: 3 clusters Score -1.494228e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -14942323.000000 Penalty: 5627.889648
	Iteration 66Q: 3 clusters Score -1.494232e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -14942344.000000 Penalty: 5627.889648
	Iteration 67Q: 3 clusters Score -1.494234e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -14942323.000000 Penalty: 5627.889648
	Iteration 68Q: 3 clusters Score -1.494232e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -14942323.000000 Penalty: 5627.889648
	Iteration 69Q: 3 clusters Score -1.494232e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -14942310.000000 Penalty: 5627.889648
	Iteration 70Q: 3 clusters Score -1.494231e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -14942329.000000 Penalty: 5627.889648
	Iteration 71Q: 3 clusters Score -1.494233e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -14942320.000000 Penalty: 5627.889648
	Iteration 72Q: 3 clusters Score -1.494232e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -14942331.000000 Penalty: 5627.889648
	Iteration 73Q: 3 clusters Score -1.494233e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -14942336.000000 Penalty: 5627.889648
	Iteration 74Q: 3 clusters Score -1.494234e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -14942331.000000 Penalty: 5627.889648
	Iteration 75Q: 3 clusters Score -1.494233e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -14942358.000000 Penalty: 5627.889648
	Iteration 76Q: 3 clusters Score -1.494236e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -14942371.000000 Penalty: 5627.889648
	Iteration 77Q: 3 clusters Score -1.494237e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -14942368.000000 Penalty: 5627.889648
	Iteration 78Q: 3 clusters Score -1.494237e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -14942404.000000 Penalty: 5627.889648
	Iteration 79Q: 3 clusters Score -1.49424e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -14942435.000000 Penalty: 5627.889648
	Iteration 80F: 3 clusters Score -1.494244e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -14942425.000000 Penalty: 5627.889648
	Iteration 81Q: 3 clusters Score -1.494242e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -14942424.000000 Penalty: 5627.889648
	Iteration 82Q: 3 clusters Score -1.494242e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -14942423.000000 Penalty: 5627.889648
	Iteration 83Q: 3 clusters Score -1.494242e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -14942460.000000 Penalty: 5627.889648
	Iteration 84Q: 3 clusters Score -1.494246e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -14942449.000000 Penalty: 5627.889648
	Iteration 85Q: 3 clusters Score -1.494245e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -14942436.000000 Penalty: 5627.889648
	Iteration 86Q: 3 clusters Score -1.494244e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -14942457.000000 Penalty: 5627.889648
	Iteration 87Q: 3 clusters Score -1.494246e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -14942453.000000 Penalty: 5627.889648
	Iteration 88Q: 3 clusters Score -1.494245e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -14942477.000000 Penalty: 5627.889648
	Iteration 89Q: 3 clusters Score -1.494248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -14942466.000000 Penalty: 5627.889648
	Iteration 90Q: 3 clusters Score -1.494247e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -14942462.000000 Penalty: 5627.889648
	Iteration 91Q: 3 clusters Score -1.494246e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -14942460.000000 Penalty: 5627.889648
	Iteration 92Q: 3 clusters Score -1.494246e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -14942456.000000 Penalty: 5627.889648
	Iteration 93Q: 3 clusters Score -1.494246e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -14942455.000000 Penalty: 5627.889648
	Iteration 94Q: 3 clusters Score -1.494246e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -14942477.000000 Penalty: 5627.889648
	Iteration 95Q: 3 clusters Score -1.494248e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -14942477.000000 Penalty: 5627.889648
	Iteration 96Q: 3 clusters Score -1.494248e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -14942479.000000 Penalty: 5627.889648
	Iteration 97Q: 3 clusters Score -1.494248e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -14942473.000000 Penalty: 5627.889648
	Iteration 98Q: 3 clusters Score -1.494247e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -14942482.000000 Penalty: 5627.889648
	Iteration 99Q: 3 clusters Score -1.494248e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -14942471.000000 Penalty: 5627.889648
	Iteration 100F: 3 clusters Score -1.494247e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -14942487.000000 Penalty: 5627.889648
	Iteration 101Q: 3 clusters Score -1.494249e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -14942497.000000 Penalty: 5627.889648
	Iteration 102Q: 3 clusters Score -1.49425e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -14942495.000000 Penalty: 5627.889648
	Iteration 103Q: 3 clusters Score -1.49425e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -14942481.000000 Penalty: 5627.889648
	Iteration 104Q: 3 clusters Score -1.494248e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -14942523.000000 Penalty: 5627.889648
	Iteration 105Q: 3 clusters Score -1.494252e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -14942526.000000 Penalty: 5627.889648
	Iteration 106Q: 3 clusters Score -1.494253e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -14942515.000000 Penalty: 5627.889648
	Iteration 107Q: 3 clusters Score -1.494252e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -14942507.000000 Penalty: 5627.889648
	Iteration 108Q: 3 clusters Score -1.494251e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -14942483.000000 Penalty: 5627.889648
	Iteration 109Q: 3 clusters Score -1.494248e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -14942487.000000 Penalty: 5627.889648
	Iteration 110Q: 3 clusters Score -1.494249e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -14942508.000000 Penalty: 5627.889648
	Iteration 111Q: 3 clusters Score -1.494251e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -14942515.000000 Penalty: 5627.889648
	Iteration 112Q: 3 clusters Score -1.494252e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -14942521.000000 Penalty: 5627.889648
	Iteration 113Q: 3 clusters Score -1.494252e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -14942517.000000 Penalty: 5627.889648
	Iteration 114Q: 3 clusters Score -1.494252e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -14942528.000000 Penalty: 5627.889648
	Iteration 115Q: 3 clusters Score -1.494253e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -14942530.000000 Penalty: 5627.889648
	Iteration 116Q: 3 clusters Score -1.494253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -14942540.000000 Penalty: 5627.889648
	Iteration 117Q: 3 clusters Score -1.494254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -14942556.000000 Penalty: 5627.889648
	Iteration 118Q: 3 clusters Score -1.494256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -14942575.000000 Penalty: 5627.889648
	Iteration 119Q: 3 clusters Score -1.494258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -14942563.000000 Penalty: 5627.889648
	Iteration 120F: 3 clusters Score -1.494256e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -14942567.000000 Penalty: 5627.889648
	Iteration 121Q: 3 clusters Score -1.494257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -14942569.000000 Penalty: 5627.889648
	Iteration 122Q: 3 clusters Score -1.494257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -14942574.000000 Penalty: 5627.889648
	Iteration 123Q: 3 clusters Score -1.494257e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -14942573.000000 Penalty: 5627.889648
	Iteration 124Q: 3 clusters Score -1.494257e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -14942561.000000 Penalty: 5627.889648
	Iteration 125Q: 3 clusters Score -1.494256e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -14942570.000000 Penalty: 5627.889648
	Iteration 126Q: 3 clusters Score -1.494257e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -14942576.000000 Penalty: 5627.889648
	Iteration 127Q: 3 clusters Score -1.494258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -14942560.000000 Penalty: 5627.889648
	Iteration 128Q: 3 clusters Score -1.494256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -14942562.000000 Penalty: 5627.889648
	Iteration 129Q: 3 clusters Score -1.494256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -14942550.000000 Penalty: 5627.889648
	Iteration 130Q: 3 clusters Score -1.494255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -14942563.000000 Penalty: 5627.889648
	Iteration 131Q: 3 clusters Score -1.494256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -14942562.000000 Penalty: 5627.889648
	Iteration 132Q: 3 clusters Score -1.494256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -14942566.000000 Penalty: 5627.889648
	Iteration 133Q: 3 clusters Score -1.494257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -14942568.000000 Penalty: 5627.889648
	Iteration 134Q: 3 clusters Score -1.494257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -14942564.000000 Penalty: 5627.889648
	Iteration 135Q: 3 clusters Score -1.494256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -14942568.000000 Penalty: 5627.889648
	Iteration 136Q: 3 clusters Score -1.494257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -14942579.000000 Penalty: 5627.889648
	Iteration 137Q: 3 clusters Score -1.494258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -14942575.000000 Penalty: 5627.889648
	Iteration 138Q: 3 clusters Score -1.494258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -14942564.000000 Penalty: 5627.889648
	Iteration 139Q: 3 clusters Score -1.494256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -14942566.000000 Penalty: 5627.889648
	Iteration 140F: 3 clusters Score -1.494257e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -14942553.000000 Penalty: 5627.889648
	Iteration 141Q: 3 clusters Score -1.494255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -14942533.000000 Penalty: 5627.889648
	Iteration 142Q: 3 clusters Score -1.494253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -14942532.000000 Penalty: 5627.889648
	Iteration 143Q: 3 clusters Score -1.494253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -14942551.000000 Penalty: 5627.889648
	Iteration 144Q: 3 clusters Score -1.494255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -14942527.000000 Penalty: 5627.889648
	Iteration 145Q: 3 clusters Score -1.494253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -14942520.000000 Penalty: 5627.889648
	Iteration 146Q: 3 clusters Score -1.494252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -14942535.000000 Penalty: 5627.889648
	Iteration 147Q: 3 clusters Score -1.494254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -14942533.000000 Penalty: 5627.889648
	Iteration 148Q: 3 clusters Score -1.494253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -14942529.000000 Penalty: 5627.889648
	Iteration 149Q: 3 clusters Score -1.494253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -14942543.000000 Penalty: 5627.889648
	Iteration 150Q: 3 clusters Score -1.494254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -14942535.000000 Penalty: 5627.889648
	Iteration 151Q: 3 clusters Score -1.494254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -14942546.000000 Penalty: 5627.889648
	Iteration 152Q: 3 clusters Score -1.494255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -14942541.000000 Penalty: 5627.889648
	Iteration 153Q: 3 clusters Score -1.494254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -14942549.000000 Penalty: 5627.889648
	Iteration 154Q: 3 clusters Score -1.494255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -14942524.000000 Penalty: 5627.889648
	Iteration 155Q: 3 clusters Score -1.494252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -14942519.000000 Penalty: 5627.889648
	Iteration 156Q: 3 clusters Score -1.494252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -14942529.000000 Penalty: 5627.889648
	Iteration 157Q: 3 clusters Score -1.494253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -14942550.000000 Penalty: 5627.889648
	Iteration 158Q: 3 clusters Score -1.494255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -14942569.000000 Penalty: 5627.889648
	Iteration 159Q: 3 clusters Score -1.494257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -14942567.000000 Penalty: 5627.889648
	Iteration 160F: 3 clusters Score -1.494257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -14942581.000000 Penalty: 5627.889648
	Iteration 161Q: 3 clusters Score -1.494258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -14942580.000000 Penalty: 5627.889648
	Iteration 162Q: 3 clusters Score -1.494258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -14942599.000000 Penalty: 5627.889648
	Iteration 163Q: 3 clusters Score -1.49426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -14942606.000000 Penalty: 5627.889648
	Iteration 164Q: 3 clusters Score -1.494261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -14942606.000000 Penalty: 5627.889648
	Iteration 165Q: 3 clusters Score -1.494261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -14942602.000000 Penalty: 5627.889648
	Iteration 166Q: 3 clusters Score -1.49426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -14942603.000000 Penalty: 5627.889648
	Iteration 167Q: 3 clusters Score -1.49426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -14942596.000000 Penalty: 5627.889648
	Iteration 168Q: 3 clusters Score -1.49426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -14942596.000000 Penalty: 5627.889648
	Iteration 169Q: 3 clusters Score -1.49426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -14942600.000000 Penalty: 5627.889648
	Iteration 170Q: 3 clusters Score -1.49426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -14942604.000000 Penalty: 5627.889648
	Iteration 171Q: 3 clusters Score -1.49426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -14942602.000000 Penalty: 5627.889648
	Iteration 172Q: 3 clusters Score -1.49426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -14942610.000000 Penalty: 5627.889648
	Iteration 173Q: 3 clusters Score -1.494261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -14942598.000000 Penalty: 5627.889648
	Iteration 174Q: 3 clusters Score -1.49426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -14942590.000000 Penalty: 5627.889648
	Iteration 175Q: 3 clusters Score -1.494259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -14942588.000000 Penalty: 5627.889648
	Iteration 176Q: 3 clusters Score -1.494259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -14942579.000000 Penalty: 5627.889648
	Iteration 177Q: 3 clusters Score -1.494258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -14942592.000000 Penalty: 5627.889648
	Iteration 178Q: 3 clusters Score -1.494259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -14942608.000000 Penalty: 5627.889648
	Iteration 179Q: 3 clusters Score -1.494261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -14942625.000000 Penalty: 5627.889648
	Iteration 180F: 3 clusters Score -1.494262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -14942640.000000 Penalty: 5627.889648
	Iteration 181Q: 3 clusters Score -1.494264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -14942624.000000 Penalty: 5627.889648
	Iteration 182Q: 3 clusters Score -1.494262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -14942625.000000 Penalty: 5627.889648
	Iteration 183Q: 3 clusters Score -1.494262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -14942634.000000 Penalty: 5627.889648
	Iteration 184Q: 3 clusters Score -1.494263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -14942616.000000 Penalty: 5627.889648
	Iteration 185Q: 3 clusters Score -1.494262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -14942610.000000 Penalty: 5627.889648
	Iteration 186Q: 3 clusters Score -1.494261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -14942607.000000 Penalty: 5627.889648
	Iteration 187Q: 3 clusters Score -1.494261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -14942604.000000 Penalty: 5627.889648
	Iteration 188Q: 3 clusters Score -1.49426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -14942609.000000 Penalty: 5627.889648
	Iteration 189Q: 3 clusters Score -1.494261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -14942610.000000 Penalty: 5627.889648
	Iteration 190Q: 3 clusters Score -1.494261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -14942615.000000 Penalty: 5627.889648
	Iteration 191Q: 3 clusters Score -1.494262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -14942608.000000 Penalty: 5627.889648
	Iteration 192Q: 3 clusters Score -1.494261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -14942613.000000 Penalty: 5627.889648
	Iteration 193Q: 3 clusters Score -1.494261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -14942605.000000 Penalty: 5627.889648
	Iteration 194Q: 3 clusters Score -1.49426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -14942585.000000 Penalty: 5627.889648
	Iteration 195Q: 3 clusters Score -1.494258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -14942608.000000 Penalty: 5627.889648
	Iteration 196Q: 3 clusters Score -1.494261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -14942596.000000 Penalty: 5627.889648
	Iteration 197Q: 3 clusters Score -1.49426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -14942606.000000 Penalty: 5627.889648
	Iteration 198Q: 3 clusters Score -1.494261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -14942604.000000 Penalty: 5627.889648
	Iteration 199Q: 3 clusters Score -1.49426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -14942600.000000 Penalty: 5627.889648
	Iteration 200F: 3 clusters Score -1.49426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -14942604.000000 Penalty: 5627.889648
	Iteration 201Q: 3 clusters Score -1.49426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -14942603.000000 Penalty: 5627.889648
	Iteration 202Q: 3 clusters Score -1.49426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -14942603.000000 Penalty: 5627.889648
	Iteration 203F: 3 clusters Score -1.49426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 41861 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 39952 members 
Mstep: Class 32 contains 33437 members 
Mstep: Class 33 contains 39697 members 
Entering Unmasked Estep 
Score: -196222672.000000 Penalty: 114008.007812
Splitting cluster 18 changes total score from -196093248.000000 to -196222672.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (71280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Entering Unmasked Estep 
Score: -12720849.000000 Penalty: 2771.243896
	Iteration 0F: 2 clusters Score -1.272085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -12688078.000000 Penalty: 5542.487793
	Iteration 0F: 3 clusters Score -1.268808e+07 nChanged 33454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -12707058.000000 Penalty: 5542.487793
	Iteration 1F: 3 clusters Score -1.270706e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -12708100.000000 Penalty: 5542.487793
	Iteration 2Q: 3 clusters Score -1.27081e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -12709258.000000 Penalty: 5542.487793
	Iteration 3Q: 3 clusters Score -1.270926e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -12710728.000000 Penalty: 5542.487793
	Iteration 4Q: 3 clusters Score -1.271073e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -12712308.000000 Penalty: 5542.487793
	Iteration 5Q: 3 clusters Score -1.271231e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -12714403.000000 Penalty: 5542.487793
	Iteration 6F: 3 clusters Score -1.27144e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -12716745.000000 Penalty: 5542.487793
	Iteration 7F: 3 clusters Score -1.271674e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -12719467.000000 Penalty: 5542.487793
	Iteration 8F: 3 clusters Score -1.271947e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -12721500.000000 Penalty: 5542.487793
	Iteration 9F: 3 clusters Score -1.27215e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -12722541.000000 Penalty: 5542.487793
	Iteration 10Q: 3 clusters Score -1.272254e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -12722855.000000 Penalty: 5542.487793
	Iteration 11Q: 3 clusters Score -1.272286e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -12722971.000000 Penalty: 5542.487793
	Iteration 12Q: 3 clusters Score -1.272297e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -12722942.000000 Penalty: 5542.487793
	Iteration 13Q: 3 clusters Score -1.272294e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -12722988.000000 Penalty: 5542.487793
	Iteration 14Q: 3 clusters Score -1.272299e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -12722953.000000 Penalty: 5542.487793
	Iteration 15Q: 3 clusters Score -1.272295e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -12722908.000000 Penalty: 5542.487793
	Iteration 16Q: 3 clusters Score -1.272291e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -12722849.000000 Penalty: 5542.487793
	Iteration 17Q: 3 clusters Score -1.272285e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -12722829.000000 Penalty: 5542.487793
	Iteration 18Q: 3 clusters Score -1.272283e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -12722728.000000 Penalty: 5542.487793
	Iteration 19Q: 3 clusters Score -1.272273e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -12722698.000000 Penalty: 5542.487793
	Iteration 20F: 3 clusters Score -1.27227e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -12722617.000000 Penalty: 5542.487793
	Iteration 21Q: 3 clusters Score -1.272262e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -12722519.000000 Penalty: 5542.487793
	Iteration 22Q: 3 clusters Score -1.272252e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -12722489.000000 Penalty: 5542.487793
	Iteration 23Q: 3 clusters Score -1.272249e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -12722415.000000 Penalty: 5542.487793
	Iteration 24Q: 3 clusters Score -1.272242e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -12722343.000000 Penalty: 5542.487793
	Iteration 25Q: 3 clusters Score -1.272234e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -12722312.000000 Penalty: 5542.487793
	Iteration 26Q: 3 clusters Score -1.272231e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -12722315.000000 Penalty: 5542.487793
	Iteration 27Q: 3 clusters Score -1.272232e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -12722324.000000 Penalty: 5542.487793
	Iteration 28Q: 3 clusters Score -1.272232e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -12722283.000000 Penalty: 5542.487793
	Iteration 29Q: 3 clusters Score -1.272228e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -12722317.000000 Penalty: 5542.487793
	Iteration 30Q: 3 clusters Score -1.272232e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -12722333.000000 Penalty: 5542.487793
	Iteration 31Q: 3 clusters Score -1.272233e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -12722338.000000 Penalty: 5542.487793
	Iteration 32Q: 3 clusters Score -1.272234e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -12722337.000000 Penalty: 5542.487793
	Iteration 33Q: 3 clusters Score -1.272234e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -12722324.000000 Penalty: 5542.487793
	Iteration 34Q: 3 clusters Score -1.272232e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -12722354.000000 Penalty: 5542.487793
	Iteration 35Q: 3 clusters Score -1.272235e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -12722385.000000 Penalty: 5542.487793
	Iteration 36Q: 3 clusters Score -1.272238e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -12722388.000000 Penalty: 5542.487793
	Iteration 37Q: 3 clusters Score -1.272239e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -12722427.000000 Penalty: 5542.487793
	Iteration 38Q: 3 clusters Score -1.272243e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -12722454.000000 Penalty: 5542.487793
	Iteration 39Q: 3 clusters Score -1.272245e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -12722429.000000 Penalty: 5542.487793
	Iteration 40F: 3 clusters Score -1.272243e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -12722450.000000 Penalty: 5542.487793
	Iteration 41Q: 3 clusters Score -1.272245e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -12722504.000000 Penalty: 5542.487793
	Iteration 42Q: 3 clusters Score -1.27225e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -12722510.000000 Penalty: 5542.487793
	Iteration 43Q: 3 clusters Score -1.272251e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -12722527.000000 Penalty: 5542.487793
	Iteration 44Q: 3 clusters Score -1.272253e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -12722499.000000 Penalty: 5542.487793
	Iteration 45Q: 3 clusters Score -1.27225e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -12722518.000000 Penalty: 5542.487793
	Iteration 46Q: 3 clusters Score -1.272252e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -12722535.000000 Penalty: 5542.487793
	Iteration 47Q: 3 clusters Score -1.272254e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -12722546.000000 Penalty: 5542.487793
	Iteration 48Q: 3 clusters Score -1.272255e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -12722550.000000 Penalty: 5542.487793
	Iteration 49Q: 3 clusters Score -1.272255e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -12722601.000000 Penalty: 5542.487793
	Iteration 50Q: 3 clusters Score -1.27226e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -12722676.000000 Penalty: 5542.487793
	Iteration 51Q: 3 clusters Score -1.272268e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -12722642.000000 Penalty: 5542.487793
	Iteration 52Q: 3 clusters Score -1.272264e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -12722673.000000 Penalty: 5542.487793
	Iteration 53Q: 3 clusters Score -1.272267e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -12722726.000000 Penalty: 5542.487793
	Iteration 54Q: 3 clusters Score -1.272273e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -12722763.000000 Penalty: 5542.487793
	Iteration 55Q: 3 clusters Score -1.272276e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -12722758.000000 Penalty: 5542.487793
	Iteration 56Q: 3 clusters Score -1.272276e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -12722785.000000 Penalty: 5542.487793
	Iteration 57Q: 3 clusters Score -1.272278e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -12722803.000000 Penalty: 5542.487793
	Iteration 58Q: 3 clusters Score -1.27228e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -12722804.000000 Penalty: 5542.487793
	Iteration 59Q: 3 clusters Score -1.27228e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -12722818.000000 Penalty: 5542.487793
	Iteration 60F: 3 clusters Score -1.272282e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -12722800.000000 Penalty: 5542.487793
	Iteration 61Q: 3 clusters Score -1.27228e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -12722862.000000 Penalty: 5542.487793
	Iteration 62Q: 3 clusters Score -1.272286e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -12722889.000000 Penalty: 5542.487793
	Iteration 63Q: 3 clusters Score -1.272289e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -12722937.000000 Penalty: 5542.487793
	Iteration 64Q: 3 clusters Score -1.272294e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -12722952.000000 Penalty: 5542.487793
	Iteration 65Q: 3 clusters Score -1.272295e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -12722948.000000 Penalty: 5542.487793
	Iteration 66Q: 3 clusters Score -1.272295e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -12722944.000000 Penalty: 5542.487793
	Iteration 67Q: 3 clusters Score -1.272294e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -12722989.000000 Penalty: 5542.487793
	Iteration 68Q: 3 clusters Score -1.272299e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -12723007.000000 Penalty: 5542.487793
	Iteration 69Q: 3 clusters Score -1.272301e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -12723020.000000 Penalty: 5542.487793
	Iteration 70Q: 3 clusters Score -1.272302e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -12723008.000000 Penalty: 5542.487793
	Iteration 71Q: 3 clusters Score -1.272301e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -12723022.000000 Penalty: 5542.487793
	Iteration 72Q: 3 clusters Score -1.272302e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -12723046.000000 Penalty: 5542.487793
	Iteration 73Q: 3 clusters Score -1.272305e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -12723061.000000 Penalty: 5542.487793
	Iteration 74Q: 3 clusters Score -1.272306e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -12723056.000000 Penalty: 5542.487793
	Iteration 75Q: 3 clusters Score -1.272306e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -12723086.000000 Penalty: 5542.487793
	Iteration 76Q: 3 clusters Score -1.272309e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -12723062.000000 Penalty: 5542.487793
	Iteration 77Q: 3 clusters Score -1.272306e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -12723097.000000 Penalty: 5542.487793
	Iteration 78Q: 3 clusters Score -1.27231e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -12723146.000000 Penalty: 5542.487793
	Iteration 79Q: 3 clusters Score -1.272315e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -12723155.000000 Penalty: 5542.487793
	Iteration 80F: 3 clusters Score -1.272316e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -12723171.000000 Penalty: 5542.487793
	Iteration 81Q: 3 clusters Score -1.272317e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -12723168.000000 Penalty: 5542.487793
	Iteration 82Q: 3 clusters Score -1.272317e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -12723164.000000 Penalty: 5542.487793
	Iteration 83Q: 3 clusters Score -1.272316e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -12723163.000000 Penalty: 5542.487793
	Iteration 84Q: 3 clusters Score -1.272316e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -12723197.000000 Penalty: 5542.487793
	Iteration 85Q: 3 clusters Score -1.27232e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -12723230.000000 Penalty: 5542.487793
	Iteration 86Q: 3 clusters Score -1.272323e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -12723301.000000 Penalty: 5542.487793
	Iteration 87Q: 3 clusters Score -1.27233e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -12723298.000000 Penalty: 5542.487793
	Iteration 88Q: 3 clusters Score -1.27233e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -12723358.000000 Penalty: 5542.487793
	Iteration 89Q: 3 clusters Score -1.272336e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -12723363.000000 Penalty: 5542.487793
	Iteration 90Q: 3 clusters Score -1.272336e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -12723393.000000 Penalty: 5542.487793
	Iteration 91Q: 3 clusters Score -1.272339e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -12723370.000000 Penalty: 5542.487793
	Iteration 92Q: 3 clusters Score -1.272337e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -12723419.000000 Penalty: 5542.487793
	Iteration 93Q: 3 clusters Score -1.272342e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -12723476.000000 Penalty: 5542.487793
	Iteration 94Q: 3 clusters Score -1.272348e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -12723498.000000 Penalty: 5542.487793
	Iteration 95Q: 3 clusters Score -1.27235e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -12723547.000000 Penalty: 5542.487793
	Iteration 96Q: 3 clusters Score -1.272355e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -12723569.000000 Penalty: 5542.487793
	Iteration 97Q: 3 clusters Score -1.272357e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -12723604.000000 Penalty: 5542.487793
	Iteration 98Q: 3 clusters Score -1.27236e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -12723610.000000 Penalty: 5542.487793
	Iteration 99Q: 3 clusters Score -1.272361e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -12723589.000000 Penalty: 5542.487793
	Iteration 100F: 3 clusters Score -1.272359e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -12723594.000000 Penalty: 5542.487793
	Iteration 101Q: 3 clusters Score -1.272359e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -12723632.000000 Penalty: 5542.487793
	Iteration 102Q: 3 clusters Score -1.272363e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -12723647.000000 Penalty: 5542.487793
	Iteration 103Q: 3 clusters Score -1.272365e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -12723629.000000 Penalty: 5542.487793
	Iteration 104Q: 3 clusters Score -1.272363e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -12723649.000000 Penalty: 5542.487793
	Iteration 105Q: 3 clusters Score -1.272365e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -12723668.000000 Penalty: 5542.487793
	Iteration 106Q: 3 clusters Score -1.272367e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -12723695.000000 Penalty: 5542.487793
	Iteration 107Q: 3 clusters Score -1.27237e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -12723746.000000 Penalty: 5542.487793
	Iteration 108Q: 3 clusters Score -1.272375e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -12723770.000000 Penalty: 5542.487793
	Iteration 109Q: 3 clusters Score -1.272377e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -12723792.000000 Penalty: 5542.487793
	Iteration 110Q: 3 clusters Score -1.272379e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -12723804.000000 Penalty: 5542.487793
	Iteration 111Q: 3 clusters Score -1.27238e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -12723804.000000 Penalty: 5542.487793
	Iteration 112Q: 3 clusters Score -1.27238e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -12723853.000000 Penalty: 5542.487793
	Iteration 113Q: 3 clusters Score -1.272385e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -12723865.000000 Penalty: 5542.487793
	Iteration 114Q: 3 clusters Score -1.272386e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -12723860.000000 Penalty: 5542.487793
	Iteration 115Q: 3 clusters Score -1.272386e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -12723879.000000 Penalty: 5542.487793
	Iteration 116Q: 3 clusters Score -1.272388e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -12723907.000000 Penalty: 5542.487793
	Iteration 117Q: 3 clusters Score -1.272391e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -12723919.000000 Penalty: 5542.487793
	Iteration 118Q: 3 clusters Score -1.272392e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -12723950.000000 Penalty: 5542.487793
	Iteration 119Q: 3 clusters Score -1.272395e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -12723961.000000 Penalty: 5542.487793
	Iteration 120F: 3 clusters Score -1.272396e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -12723955.000000 Penalty: 5542.487793
	Iteration 121Q: 3 clusters Score -1.272396e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -12723960.000000 Penalty: 5542.487793
	Iteration 122Q: 3 clusters Score -1.272396e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -12723969.000000 Penalty: 5542.487793
	Iteration 123Q: 3 clusters Score -1.272397e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -12724003.000000 Penalty: 5542.487793
	Iteration 124Q: 3 clusters Score -1.2724e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -12723994.000000 Penalty: 5542.487793
	Iteration 125Q: 3 clusters Score -1.272399e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -12724028.000000 Penalty: 5542.487793
	Iteration 126Q: 3 clusters Score -1.272403e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -12724016.000000 Penalty: 5542.487793
	Iteration 127Q: 3 clusters Score -1.272402e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -12724005.000000 Penalty: 5542.487793
	Iteration 128Q: 3 clusters Score -1.2724e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -12724070.000000 Penalty: 5542.487793
	Iteration 129Q: 3 clusters Score -1.272407e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -12724100.000000 Penalty: 5542.487793
	Iteration 130Q: 3 clusters Score -1.27241e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -12724083.000000 Penalty: 5542.487793
	Iteration 131Q: 3 clusters Score -1.272408e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -12724116.000000 Penalty: 5542.487793
	Iteration 132Q: 3 clusters Score -1.272412e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -12724131.000000 Penalty: 5542.487793
	Iteration 133Q: 3 clusters Score -1.272413e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -12724138.000000 Penalty: 5542.487793
	Iteration 134Q: 3 clusters Score -1.272414e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -12724162.000000 Penalty: 5542.487793
	Iteration 135Q: 3 clusters Score -1.272416e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -12724202.000000 Penalty: 5542.487793
	Iteration 136Q: 3 clusters Score -1.27242e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -12724250.000000 Penalty: 5542.487793
	Iteration 137Q: 3 clusters Score -1.272425e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -12724264.000000 Penalty: 5542.487793
	Iteration 138Q: 3 clusters Score -1.272426e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -12724277.000000 Penalty: 5542.487793
	Iteration 139Q: 3 clusters Score -1.272428e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -12724301.000000 Penalty: 5542.487793
	Iteration 140F: 3 clusters Score -1.27243e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -12724315.000000 Penalty: 5542.487793
	Iteration 141Q: 3 clusters Score -1.272432e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -12724343.000000 Penalty: 5542.487793
	Iteration 142Q: 3 clusters Score -1.272434e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -12724383.000000 Penalty: 5542.487793
	Iteration 143Q: 3 clusters Score -1.272438e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -12724387.000000 Penalty: 5542.487793
	Iteration 144Q: 3 clusters Score -1.272439e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -12724402.000000 Penalty: 5542.487793
	Iteration 145Q: 3 clusters Score -1.27244e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -12724435.000000 Penalty: 5542.487793
	Iteration 146Q: 3 clusters Score -1.272444e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -12724410.000000 Penalty: 5542.487793
	Iteration 147Q: 3 clusters Score -1.272441e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -12724462.000000 Penalty: 5542.487793
	Iteration 148Q: 3 clusters Score -1.272446e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -12724485.000000 Penalty: 5542.487793
	Iteration 149Q: 3 clusters Score -1.272448e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -12724467.000000 Penalty: 5542.487793
	Iteration 150Q: 3 clusters Score -1.272447e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -12724488.000000 Penalty: 5542.487793
	Iteration 151Q: 3 clusters Score -1.272449e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -12724480.000000 Penalty: 5542.487793
	Iteration 152Q: 3 clusters Score -1.272448e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -12724506.000000 Penalty: 5542.487793
	Iteration 153Q: 3 clusters Score -1.272451e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -12724518.000000 Penalty: 5542.487793
	Iteration 154Q: 3 clusters Score -1.272452e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -12724529.000000 Penalty: 5542.487793
	Iteration 155Q: 3 clusters Score -1.272453e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -12724522.000000 Penalty: 5542.487793
	Iteration 156Q: 3 clusters Score -1.272452e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -12724529.000000 Penalty: 5542.487793
	Iteration 157Q: 3 clusters Score -1.272453e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -12724565.000000 Penalty: 5542.487793
	Iteration 158Q: 3 clusters Score -1.272456e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -12724580.000000 Penalty: 5542.487793
	Iteration 159Q: 3 clusters Score -1.272458e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -12724606.000000 Penalty: 5542.487793
	Iteration 160F: 3 clusters Score -1.272461e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -12724571.000000 Penalty: 5542.487793
	Iteration 161Q: 3 clusters Score -1.272457e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -12724554.000000 Penalty: 5542.487793
	Iteration 162Q: 3 clusters Score -1.272455e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -12724519.000000 Penalty: 5542.487793
	Iteration 163Q: 3 clusters Score -1.272452e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -12724542.000000 Penalty: 5542.487793
	Iteration 164Q: 3 clusters Score -1.272454e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -12724542.000000 Penalty: 5542.487793
	Iteration 165Q: 3 clusters Score -1.272454e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -12724493.000000 Penalty: 5542.487793
	Iteration 166Q: 3 clusters Score -1.272449e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -12724476.000000 Penalty: 5542.487793
	Iteration 167Q: 3 clusters Score -1.272448e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -12724432.000000 Penalty: 5542.487793
	Iteration 168Q: 3 clusters Score -1.272443e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -12724396.000000 Penalty: 5542.487793
	Iteration 169Q: 3 clusters Score -1.27244e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -12724415.000000 Penalty: 5542.487793
	Iteration 170Q: 3 clusters Score -1.272442e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -12724421.000000 Penalty: 5542.487793
	Iteration 171Q: 3 clusters Score -1.272442e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -12724411.000000 Penalty: 5542.487793
	Iteration 172Q: 3 clusters Score -1.272441e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -12724371.000000 Penalty: 5542.487793
	Iteration 173Q: 3 clusters Score -1.272437e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -12724379.000000 Penalty: 5542.487793
	Iteration 174Q: 3 clusters Score -1.272438e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -12724340.000000 Penalty: 5542.487793
	Iteration 175Q: 3 clusters Score -1.272434e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -12724322.000000 Penalty: 5542.487793
	Iteration 176Q: 3 clusters Score -1.272432e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -12724336.000000 Penalty: 5542.487793
	Iteration 177Q: 3 clusters Score -1.272434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -12724341.000000 Penalty: 5542.487793
	Iteration 178Q: 3 clusters Score -1.272434e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -12724354.000000 Penalty: 5542.487793
	Iteration 179Q: 3 clusters Score -1.272435e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -12724334.000000 Penalty: 5542.487793
	Iteration 180F: 3 clusters Score -1.272433e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -12724322.000000 Penalty: 5542.487793
	Iteration 181Q: 3 clusters Score -1.272432e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -12724311.000000 Penalty: 5542.487793
	Iteration 182Q: 3 clusters Score -1.272431e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -12724317.000000 Penalty: 5542.487793
	Iteration 183Q: 3 clusters Score -1.272432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -12724302.000000 Penalty: 5542.487793
	Iteration 184Q: 3 clusters Score -1.27243e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -12724295.000000 Penalty: 5542.487793
	Iteration 185Q: 3 clusters Score -1.27243e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -12724294.000000 Penalty: 5542.487793
	Iteration 186Q: 3 clusters Score -1.272429e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -12724268.000000 Penalty: 5542.487793
	Iteration 187Q: 3 clusters Score -1.272427e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -12724275.000000 Penalty: 5542.487793
	Iteration 188Q: 3 clusters Score -1.272428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -12724265.000000 Penalty: 5542.487793
	Iteration 189Q: 3 clusters Score -1.272426e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -12724265.000000 Penalty: 5542.487793
	Iteration 190Q: 3 clusters Score -1.272426e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -12724245.000000 Penalty: 5542.487793
	Iteration 191Q: 3 clusters Score -1.272424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -12724236.000000 Penalty: 5542.487793
	Iteration 192Q: 3 clusters Score -1.272424e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -12724246.000000 Penalty: 5542.487793
	Iteration 193Q: 3 clusters Score -1.272425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -12724240.000000 Penalty: 5542.487793
	Iteration 194Q: 3 clusters Score -1.272424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -12724247.000000 Penalty: 5542.487793
	Iteration 195Q: 3 clusters Score -1.272425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -12724245.000000 Penalty: 5542.487793
	Iteration 196Q: 3 clusters Score -1.272424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -12724229.000000 Penalty: 5542.487793
	Iteration 197Q: 3 clusters Score -1.272423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -12724227.000000 Penalty: 5542.487793
	Iteration 198Q: 3 clusters Score -1.272423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -12724244.000000 Penalty: 5542.487793
	Iteration 199Q: 3 clusters Score -1.272424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -12724229.000000 Penalty: 5542.487793
	Iteration 200F: 3 clusters Score -1.272423e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -12724267.000000 Penalty: 5542.487793
	Iteration 201Q: 3 clusters Score -1.272427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -12724243.000000 Penalty: 5542.487793
	Iteration 202Q: 3 clusters Score -1.272424e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -12724236.000000 Penalty: 5542.487793
	Iteration 203Q: 3 clusters Score -1.272424e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -12724256.000000 Penalty: 5542.487793
	Iteration 204Q: 3 clusters Score -1.272426e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -12724229.000000 Penalty: 5542.487793
	Iteration 205Q: 3 clusters Score -1.272423e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -12724251.000000 Penalty: 5542.487793
	Iteration 206Q: 3 clusters Score -1.272425e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -12724234.000000 Penalty: 5542.487793
	Iteration 207Q: 3 clusters Score -1.272423e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -12724249.000000 Penalty: 5542.487793
	Iteration 208Q: 3 clusters Score -1.272425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -12724268.000000 Penalty: 5542.487793
	Iteration 209Q: 3 clusters Score -1.272427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -12724274.000000 Penalty: 5542.487793
	Iteration 210Q: 3 clusters Score -1.272427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -12724253.000000 Penalty: 5542.487793
	Iteration 211Q: 3 clusters Score -1.272425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -12724253.000000 Penalty: 5542.487793
	Iteration 212Q: 3 clusters Score -1.272425e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -12724237.000000 Penalty: 5542.487793
	Iteration 213Q: 3 clusters Score -1.272424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -12724235.000000 Penalty: 5542.487793
	Iteration 214Q: 3 clusters Score -1.272424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -12724228.000000 Penalty: 5542.487793
	Iteration 215Q: 3 clusters Score -1.272423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -12724231.000000 Penalty: 5542.487793
	Iteration 216Q: 3 clusters Score -1.272423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -12724228.000000 Penalty: 5542.487793
	Iteration 217Q: 3 clusters Score -1.272423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -12724242.000000 Penalty: 5542.487793
	Iteration 218Q: 3 clusters Score -1.272424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -12724211.000000 Penalty: 5542.487793
	Iteration 219Q: 3 clusters Score -1.272421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -12724216.000000 Penalty: 5542.487793
	Iteration 220F: 3 clusters Score -1.272422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -12724207.000000 Penalty: 5542.487793
	Iteration 221Q: 3 clusters Score -1.272421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -12724192.000000 Penalty: 5542.487793
	Iteration 222Q: 3 clusters Score -1.272419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -12724212.000000 Penalty: 5542.487793
	Iteration 223Q: 3 clusters Score -1.272421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -12724217.000000 Penalty: 5542.487793
	Iteration 224Q: 3 clusters Score -1.272422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -12724229.000000 Penalty: 5542.487793
	Iteration 225Q: 3 clusters Score -1.272423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -12724230.000000 Penalty: 5542.487793
	Iteration 226Q: 3 clusters Score -1.272423e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -12724230.000000 Penalty: 5542.487793
	Iteration 227Q: 3 clusters Score -1.272423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -12724212.000000 Penalty: 5542.487793
	Iteration 228Q: 3 clusters Score -1.272421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -12724218.000000 Penalty: 5542.487793
	Iteration 229Q: 3 clusters Score -1.272422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -12724218.000000 Penalty: 5542.487793
	Iteration 230Q: 3 clusters Score -1.272422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -12724216.000000 Penalty: 5542.487793
	Iteration 231Q: 3 clusters Score -1.272422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -12724217.000000 Penalty: 5542.487793
	Iteration 232Q: 3 clusters Score -1.272422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -12724218.000000 Penalty: 5542.487793
	Iteration 233Q: 3 clusters Score -1.272422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -12724215.000000 Penalty: 5542.487793
	Iteration 234Q: 3 clusters Score -1.272422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -12724217.000000 Penalty: 5542.487793
	Iteration 235Q: 3 clusters Score -1.272422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -12724219.000000 Penalty: 5542.487793
	Iteration 236Q: 3 clusters Score -1.272422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -12724222.000000 Penalty: 5542.487793
	Iteration 237Q: 3 clusters Score -1.272422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -12724223.000000 Penalty: 5542.487793
	Iteration 238Q: 3 clusters Score -1.272422e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -12724219.000000 Penalty: 5542.487793
	Iteration 239Q: 3 clusters Score -1.272422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -12724249.000000 Penalty: 5542.487793
	Iteration 240F: 3 clusters Score -1.272425e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -12724242.000000 Penalty: 5542.487793
	Iteration 241Q: 3 clusters Score -1.272424e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -12724259.000000 Penalty: 5542.487793
	Iteration 242Q: 3 clusters Score -1.272426e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -12724264.000000 Penalty: 5542.487793
	Iteration 243Q: 3 clusters Score -1.272426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -12724260.000000 Penalty: 5542.487793
	Iteration 244Q: 3 clusters Score -1.272426e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -12724296.000000 Penalty: 5542.487793
	Iteration 245Q: 3 clusters Score -1.27243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -12724278.000000 Penalty: 5542.487793
	Iteration 246Q: 3 clusters Score -1.272428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -12724276.000000 Penalty: 5542.487793
	Iteration 247Q: 3 clusters Score -1.272428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -12724254.000000 Penalty: 5542.487793
	Iteration 248Q: 3 clusters Score -1.272425e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -12724265.000000 Penalty: 5542.487793
	Iteration 249Q: 3 clusters Score -1.272426e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -12724264.000000 Penalty: 5542.487793
	Iteration 250Q: 3 clusters Score -1.272426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -12724276.000000 Penalty: 5542.487793
	Iteration 251Q: 3 clusters Score -1.272428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -12724280.000000 Penalty: 5542.487793
	Iteration 252Q: 3 clusters Score -1.272428e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -12724281.000000 Penalty: 5542.487793
	Iteration 253Q: 3 clusters Score -1.272428e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -12724296.000000 Penalty: 5542.487793
	Iteration 254Q: 3 clusters Score -1.27243e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -12724303.000000 Penalty: 5542.487793
	Iteration 255Q: 3 clusters Score -1.27243e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -12724286.000000 Penalty: 5542.487793
	Iteration 256Q: 3 clusters Score -1.272429e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -12724271.000000 Penalty: 5542.487793
	Iteration 257Q: 3 clusters Score -1.272427e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -12724262.000000 Penalty: 5542.487793
	Iteration 258Q: 3 clusters Score -1.272426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -12724273.000000 Penalty: 5542.487793
	Iteration 259Q: 3 clusters Score -1.272427e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -12724283.000000 Penalty: 5542.487793
	Iteration 260F: 3 clusters Score -1.272428e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -12724289.000000 Penalty: 5542.487793
	Iteration 261Q: 3 clusters Score -1.272429e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -12724280.000000 Penalty: 5542.487793
	Iteration 262Q: 3 clusters Score -1.272428e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -12724259.000000 Penalty: 5542.487793
	Iteration 263Q: 3 clusters Score -1.272426e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -12724259.000000 Penalty: 5542.487793
	Iteration 264Q: 3 clusters Score -1.272426e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -12724271.000000 Penalty: 5542.487793
	Iteration 265Q: 3 clusters Score -1.272427e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -12724265.000000 Penalty: 5542.487793
	Iteration 266Q: 3 clusters Score -1.272426e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -12724256.000000 Penalty: 5542.487793
	Iteration 267Q: 3 clusters Score -1.272426e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -12724253.000000 Penalty: 5542.487793
	Iteration 268Q: 3 clusters Score -1.272425e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -12724219.000000 Penalty: 5542.487793
	Iteration 269Q: 3 clusters Score -1.272422e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -12724235.000000 Penalty: 5542.487793
	Iteration 270Q: 3 clusters Score -1.272424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -12724220.000000 Penalty: 5542.487793
	Iteration 271Q: 3 clusters Score -1.272422e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -12724220.000000 Penalty: 5542.487793
	Iteration 272Q: 3 clusters Score -1.272422e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -12724251.000000 Penalty: 5542.487793
	Iteration 273Q: 3 clusters Score -1.272425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -12724254.000000 Penalty: 5542.487793
	Iteration 274Q: 3 clusters Score -1.272425e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -12724236.000000 Penalty: 5542.487793
	Iteration 275Q: 3 clusters Score -1.272424e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -12724267.000000 Penalty: 5542.487793
	Iteration 276Q: 3 clusters Score -1.272427e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -12724275.000000 Penalty: 5542.487793
	Iteration 277Q: 3 clusters Score -1.272428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -12724266.000000 Penalty: 5542.487793
	Iteration 278Q: 3 clusters Score -1.272427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -12724261.000000 Penalty: 5542.487793
	Iteration 279Q: 3 clusters Score -1.272426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -12724268.000000 Penalty: 5542.487793
	Iteration 280F: 3 clusters Score -1.272427e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -12724258.000000 Penalty: 5542.487793
	Iteration 281Q: 3 clusters Score -1.272426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -12724280.000000 Penalty: 5542.487793
	Iteration 282Q: 3 clusters Score -1.272428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -12724282.000000 Penalty: 5542.487793
	Iteration 283Q: 3 clusters Score -1.272428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -12724284.000000 Penalty: 5542.487793
	Iteration 284Q: 3 clusters Score -1.272428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -12724287.000000 Penalty: 5542.487793
	Iteration 285Q: 3 clusters Score -1.272429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -12724303.000000 Penalty: 5542.487793
	Iteration 286Q: 3 clusters Score -1.27243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -12724294.000000 Penalty: 5542.487793
	Iteration 287Q: 3 clusters Score -1.272429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -12724300.000000 Penalty: 5542.487793
	Iteration 288Q: 3 clusters Score -1.27243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -12724287.000000 Penalty: 5542.487793
	Iteration 289Q: 3 clusters Score -1.272429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -12724296.000000 Penalty: 5542.487793
	Iteration 290Q: 3 clusters Score -1.27243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -12724310.000000 Penalty: 5542.487793
	Iteration 291Q: 3 clusters Score -1.272431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -12724322.000000 Penalty: 5542.487793
	Iteration 292Q: 3 clusters Score -1.272432e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -12724321.000000 Penalty: 5542.487793
	Iteration 293Q: 3 clusters Score -1.272432e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -12724317.000000 Penalty: 5542.487793
	Iteration 294Q: 3 clusters Score -1.272432e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -12724305.000000 Penalty: 5542.487793
	Iteration 295Q: 3 clusters Score -1.27243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -12724294.000000 Penalty: 5542.487793
	Iteration 296Q: 3 clusters Score -1.272429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -12724292.000000 Penalty: 5542.487793
	Iteration 297Q: 3 clusters Score -1.272429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -12724268.000000 Penalty: 5542.487793
	Iteration 298Q: 3 clusters Score -1.272427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -12724264.000000 Penalty: 5542.487793
	Iteration 299Q: 3 clusters Score -1.272426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -12724286.000000 Penalty: 5542.487793
	Iteration 300F: 3 clusters Score -1.272429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -12724285.000000 Penalty: 5542.487793
	Iteration 301Q: 3 clusters Score -1.272428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -12724292.000000 Penalty: 5542.487793
	Iteration 302Q: 3 clusters Score -1.272429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -12724294.000000 Penalty: 5542.487793
	Iteration 303Q: 3 clusters Score -1.272429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -12724293.000000 Penalty: 5542.487793
	Iteration 304Q: 3 clusters Score -1.272429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -12724285.000000 Penalty: 5542.487793
	Iteration 305Q: 3 clusters Score -1.272428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -12724273.000000 Penalty: 5542.487793
	Iteration 306Q: 3 clusters Score -1.272427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -12724285.000000 Penalty: 5542.487793
	Iteration 307Q: 3 clusters Score -1.272428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -12724303.000000 Penalty: 5542.487793
	Iteration 308Q: 3 clusters Score -1.27243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -12724316.000000 Penalty: 5542.487793
	Iteration 309Q: 3 clusters Score -1.272432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -12724308.000000 Penalty: 5542.487793
	Iteration 310Q: 3 clusters Score -1.272431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -12724314.000000 Penalty: 5542.487793
	Iteration 311Q: 3 clusters Score -1.272431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -12724305.000000 Penalty: 5542.487793
	Iteration 312Q: 3 clusters Score -1.27243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -12724302.000000 Penalty: 5542.487793
	Iteration 313Q: 3 clusters Score -1.27243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -12724312.000000 Penalty: 5542.487793
	Iteration 314Q: 3 clusters Score -1.272431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -12724296.000000 Penalty: 5542.487793
	Iteration 315Q: 3 clusters Score -1.27243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -12724296.000000 Penalty: 5542.487793
	Iteration 316Q: 3 clusters Score -1.27243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -12724295.000000 Penalty: 5542.487793
	Iteration 317Q: 3 clusters Score -1.27243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -12724288.000000 Penalty: 5542.487793
	Iteration 318Q: 3 clusters Score -1.272429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -12724292.000000 Penalty: 5542.487793
	Iteration 319Q: 3 clusters Score -1.272429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -12724289.000000 Penalty: 5542.487793
	Iteration 320F: 3 clusters Score -1.272429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -12724293.000000 Penalty: 5542.487793
	Iteration 321Q: 3 clusters Score -1.272429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -12724288.000000 Penalty: 5542.487793
	Iteration 322Q: 3 clusters Score -1.272429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -12724292.000000 Penalty: 5542.487793
	Iteration 323Q: 3 clusters Score -1.272429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -12724289.000000 Penalty: 5542.487793
	Iteration 324Q: 3 clusters Score -1.272429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -12724286.000000 Penalty: 5542.487793
	Iteration 325Q: 3 clusters Score -1.272429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -12724281.000000 Penalty: 5542.487793
	Iteration 326Q: 3 clusters Score -1.272428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -12724281.000000 Penalty: 5542.487793
	Iteration 327F: 3 clusters Score -1.272428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 41861 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 51276 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 39952 members 
Mstep: Class 32 contains 33437 members 
Mstep: Class 33 contains 39697 members 
Mstep: Class 34 contains 20004 members 
Entering Unmasked Estep 
Score: -196224128.000000 Penalty: 117462.796875
Splitting cluster 19 changes total score from -196093248.000000 to -196224128.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (71313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Entering Unmasked Estep 
Score: -12701120.000000 Penalty: 2771.358887
	Iteration 0F: 2 clusters Score -1.270112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -12672343.000000 Penalty: 5542.717773
	Iteration 0F: 3 clusters Score -1.267234e+07 nChanged 33350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -12691192.000000 Penalty: 5542.717773
	Iteration 1F: 3 clusters Score -1.269119e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -12691838.000000 Penalty: 5542.717773
	Iteration 2Q: 3 clusters Score -1.269184e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -12692559.000000 Penalty: 5542.717773
	Iteration 3Q: 3 clusters Score -1.269256e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -12693247.000000 Penalty: 5542.717773
	Iteration 4Q: 3 clusters Score -1.269325e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -12694054.000000 Penalty: 5542.717773
	Iteration 5Q: 3 clusters Score -1.269405e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -12695092.000000 Penalty: 5542.717773
	Iteration 6Q: 3 clusters Score -1.269509e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -12696431.000000 Penalty: 5542.717773
	Iteration 7F: 3 clusters Score -1.269643e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -12697832.000000 Penalty: 5542.717773
	Iteration 8F: 3 clusters Score -1.269783e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -12698838.000000 Penalty: 5542.717773
	Iteration 9F: 3 clusters Score -1.269884e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -12699652.000000 Penalty: 5542.717773
	Iteration 10F: 3 clusters Score -1.269965e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -12700394.000000 Penalty: 5542.717773
	Iteration 11Q: 3 clusters Score -1.270039e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -12701075.000000 Penalty: 5542.717773
	Iteration 12Q: 3 clusters Score -1.270108e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -12701413.000000 Penalty: 5542.717773
	Iteration 13Q: 3 clusters Score -1.270141e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -12701649.000000 Penalty: 5542.717773
	Iteration 14Q: 3 clusters Score -1.270165e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -12701766.000000 Penalty: 5542.717773
	Iteration 15Q: 3 clusters Score -1.270177e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -12701821.000000 Penalty: 5542.717773
	Iteration 16Q: 3 clusters Score -1.270182e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -12701926.000000 Penalty: 5542.717773
	Iteration 17Q: 3 clusters Score -1.270193e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -12702148.000000 Penalty: 5542.717773
	Iteration 18Q: 3 clusters Score -1.270215e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -12702230.000000 Penalty: 5542.717773
	Iteration 19Q: 3 clusters Score -1.270223e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -12702456.000000 Penalty: 5542.717773
	Iteration 20F: 3 clusters Score -1.270246e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -12702642.000000 Penalty: 5542.717773
	Iteration 21Q: 3 clusters Score -1.270264e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -12702941.000000 Penalty: 5542.717773
	Iteration 22Q: 3 clusters Score -1.270294e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -12703241.000000 Penalty: 5542.717773
	Iteration 23Q: 3 clusters Score -1.270324e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -12703704.000000 Penalty: 5542.717773
	Iteration 24Q: 3 clusters Score -1.27037e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -12704128.000000 Penalty: 5542.717773
	Iteration 25Q: 3 clusters Score -1.270413e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -12704520.000000 Penalty: 5542.717773
	Iteration 26Q: 3 clusters Score -1.270452e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -12704796.000000 Penalty: 5542.717773
	Iteration 27Q: 3 clusters Score -1.27048e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -12705254.000000 Penalty: 5542.717773
	Iteration 28Q: 3 clusters Score -1.270525e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -12705485.000000 Penalty: 5542.717773
	Iteration 29Q: 3 clusters Score -1.270548e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -12705723.000000 Penalty: 5542.717773
	Iteration 30Q: 3 clusters Score -1.270572e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -12705963.000000 Penalty: 5542.717773
	Iteration 31Q: 3 clusters Score -1.270596e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -12706218.000000 Penalty: 5542.717773
	Iteration 32Q: 3 clusters Score -1.270622e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -12706474.000000 Penalty: 5542.717773
	Iteration 33Q: 3 clusters Score -1.270647e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -12706592.000000 Penalty: 5542.717773
	Iteration 34Q: 3 clusters Score -1.270659e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -12706765.000000 Penalty: 5542.717773
	Iteration 35Q: 3 clusters Score -1.270676e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -12706894.000000 Penalty: 5542.717773
	Iteration 36Q: 3 clusters Score -1.270689e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -12706962.000000 Penalty: 5542.717773
	Iteration 37Q: 3 clusters Score -1.270696e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -12707066.000000 Penalty: 5542.717773
	Iteration 38Q: 3 clusters Score -1.270707e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -12707194.000000 Penalty: 5542.717773
	Iteration 39Q: 3 clusters Score -1.270719e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -12707319.000000 Penalty: 5542.717773
	Iteration 40F: 3 clusters Score -1.270732e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -12707491.000000 Penalty: 5542.717773
	Iteration 41Q: 3 clusters Score -1.270749e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -12707586.000000 Penalty: 5542.717773
	Iteration 42Q: 3 clusters Score -1.270759e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -12707700.000000 Penalty: 5542.717773
	Iteration 43Q: 3 clusters Score -1.27077e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -12707826.000000 Penalty: 5542.717773
	Iteration 44Q: 3 clusters Score -1.270783e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -12707937.000000 Penalty: 5542.717773
	Iteration 45Q: 3 clusters Score -1.270794e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -12708074.000000 Penalty: 5542.717773
	Iteration 46Q: 3 clusters Score -1.270807e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -12708158.000000 Penalty: 5542.717773
	Iteration 47Q: 3 clusters Score -1.270816e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -12708325.000000 Penalty: 5542.717773
	Iteration 48Q: 3 clusters Score -1.270832e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -12708486.000000 Penalty: 5542.717773
	Iteration 49Q: 3 clusters Score -1.270849e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -12708656.000000 Penalty: 5542.717773
	Iteration 50Q: 3 clusters Score -1.270866e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -12708796.000000 Penalty: 5542.717773
	Iteration 51Q: 3 clusters Score -1.27088e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -12708916.000000 Penalty: 5542.717773
	Iteration 52Q: 3 clusters Score -1.270892e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -12709024.000000 Penalty: 5542.717773
	Iteration 53Q: 3 clusters Score -1.270902e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -12709279.000000 Penalty: 5542.717773
	Iteration 54Q: 3 clusters Score -1.270928e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -12709452.000000 Penalty: 5542.717773
	Iteration 55Q: 3 clusters Score -1.270945e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -12709613.000000 Penalty: 5542.717773
	Iteration 56Q: 3 clusters Score -1.270961e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -12709850.000000 Penalty: 5542.717773
	Iteration 57Q: 3 clusters Score -1.270985e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -12709975.000000 Penalty: 5542.717773
	Iteration 58Q: 3 clusters Score -1.270998e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -12710152.000000 Penalty: 5542.717773
	Iteration 59Q: 3 clusters Score -1.271015e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -12710333.000000 Penalty: 5542.717773
	Iteration 60F: 3 clusters Score -1.271033e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -12710476.000000 Penalty: 5542.717773
	Iteration 61Q: 3 clusters Score -1.271048e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -12710701.000000 Penalty: 5542.717773
	Iteration 62Q: 3 clusters Score -1.27107e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -12710841.000000 Penalty: 5542.717773
	Iteration 63Q: 3 clusters Score -1.271084e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -12710977.000000 Penalty: 5542.717773
	Iteration 64Q: 3 clusters Score -1.271098e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -12711013.000000 Penalty: 5542.717773
	Iteration 65Q: 3 clusters Score -1.271101e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -12711119.000000 Penalty: 5542.717773
	Iteration 66Q: 3 clusters Score -1.271112e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -12711218.000000 Penalty: 5542.717773
	Iteration 67Q: 3 clusters Score -1.271122e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -12711319.000000 Penalty: 5542.717773
	Iteration 68Q: 3 clusters Score -1.271132e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -12711340.000000 Penalty: 5542.717773
	Iteration 69Q: 3 clusters Score -1.271134e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -12711372.000000 Penalty: 5542.717773
	Iteration 70Q: 3 clusters Score -1.271137e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -12711357.000000 Penalty: 5542.717773
	Iteration 71Q: 3 clusters Score -1.271136e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -12711377.000000 Penalty: 5542.717773
	Iteration 72Q: 3 clusters Score -1.271138e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -12711366.000000 Penalty: 5542.717773
	Iteration 73Q: 3 clusters Score -1.271137e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -12711355.000000 Penalty: 5542.717773
	Iteration 74Q: 3 clusters Score -1.271136e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -12711348.000000 Penalty: 5542.717773
	Iteration 75Q: 3 clusters Score -1.271135e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -12711339.000000 Penalty: 5542.717773
	Iteration 76Q: 3 clusters Score -1.271134e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -12711311.000000 Penalty: 5542.717773
	Iteration 77Q: 3 clusters Score -1.271131e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -12711304.000000 Penalty: 5542.717773
	Iteration 78Q: 3 clusters Score -1.27113e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -12711294.000000 Penalty: 5542.717773
	Iteration 79Q: 3 clusters Score -1.271129e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -12711269.000000 Penalty: 5542.717773
	Iteration 80F: 3 clusters Score -1.271127e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -12711243.000000 Penalty: 5542.717773
	Iteration 81Q: 3 clusters Score -1.271124e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -12711202.000000 Penalty: 5542.717773
	Iteration 82Q: 3 clusters Score -1.27112e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -12711159.000000 Penalty: 5542.717773
	Iteration 83Q: 3 clusters Score -1.271116e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -12711109.000000 Penalty: 5542.717773
	Iteration 84Q: 3 clusters Score -1.271111e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -12711081.000000 Penalty: 5542.717773
	Iteration 85Q: 3 clusters Score -1.271108e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -12711076.000000 Penalty: 5542.717773
	Iteration 86Q: 3 clusters Score -1.271108e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -12711026.000000 Penalty: 5542.717773
	Iteration 87Q: 3 clusters Score -1.271103e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -12710969.000000 Penalty: 5542.717773
	Iteration 88Q: 3 clusters Score -1.271097e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -12710935.000000 Penalty: 5542.717773
	Iteration 89Q: 3 clusters Score -1.271094e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -12710905.000000 Penalty: 5542.717773
	Iteration 90Q: 3 clusters Score -1.27109e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -12710917.000000 Penalty: 5542.717773
	Iteration 91Q: 3 clusters Score -1.271092e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -12710885.000000 Penalty: 5542.717773
	Iteration 92Q: 3 clusters Score -1.271088e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -12710849.000000 Penalty: 5542.717773
	Iteration 93Q: 3 clusters Score -1.271085e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -12710842.000000 Penalty: 5542.717773
	Iteration 94Q: 3 clusters Score -1.271084e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -12710830.000000 Penalty: 5542.717773
	Iteration 95Q: 3 clusters Score -1.271083e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -12710821.000000 Penalty: 5542.717773
	Iteration 96Q: 3 clusters Score -1.271082e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -12710812.000000 Penalty: 5542.717773
	Iteration 97Q: 3 clusters Score -1.271081e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -12710792.000000 Penalty: 5542.717773
	Iteration 98Q: 3 clusters Score -1.271079e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -12710790.000000 Penalty: 5542.717773
	Iteration 99Q: 3 clusters Score -1.271079e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -12710798.000000 Penalty: 5542.717773
	Iteration 100F: 3 clusters Score -1.27108e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -12710796.000000 Penalty: 5542.717773
	Iteration 101Q: 3 clusters Score -1.27108e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -12710774.000000 Penalty: 5542.717773
	Iteration 102Q: 3 clusters Score -1.271077e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -12710758.000000 Penalty: 5542.717773
	Iteration 103Q: 3 clusters Score -1.271076e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -12710770.000000 Penalty: 5542.717773
	Iteration 104Q: 3 clusters Score -1.271077e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -12710730.000000 Penalty: 5542.717773
	Iteration 105Q: 3 clusters Score -1.271073e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -12710720.000000 Penalty: 5542.717773
	Iteration 106Q: 3 clusters Score -1.271072e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -12710717.000000 Penalty: 5542.717773
	Iteration 107Q: 3 clusters Score -1.271072e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -12710688.000000 Penalty: 5542.717773
	Iteration 108Q: 3 clusters Score -1.271069e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -12710696.000000 Penalty: 5542.717773
	Iteration 109Q: 3 clusters Score -1.27107e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -12710683.000000 Penalty: 5542.717773
	Iteration 110Q: 3 clusters Score -1.271068e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -12710690.000000 Penalty: 5542.717773
	Iteration 111Q: 3 clusters Score -1.271069e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -12710699.000000 Penalty: 5542.717773
	Iteration 112Q: 3 clusters Score -1.27107e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -12710700.000000 Penalty: 5542.717773
	Iteration 113Q: 3 clusters Score -1.27107e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -12710680.000000 Penalty: 5542.717773
	Iteration 114Q: 3 clusters Score -1.271068e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -12710699.000000 Penalty: 5542.717773
	Iteration 115Q: 3 clusters Score -1.27107e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -12710687.000000 Penalty: 5542.717773
	Iteration 116Q: 3 clusters Score -1.271069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -12710642.000000 Penalty: 5542.717773
	Iteration 117Q: 3 clusters Score -1.271064e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -12710639.000000 Penalty: 5542.717773
	Iteration 118Q: 3 clusters Score -1.271064e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -12710627.000000 Penalty: 5542.717773
	Iteration 119Q: 3 clusters Score -1.271063e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -12710663.000000 Penalty: 5542.717773
	Iteration 120F: 3 clusters Score -1.271066e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -12710671.000000 Penalty: 5542.717773
	Iteration 121Q: 3 clusters Score -1.271067e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -12710663.000000 Penalty: 5542.717773
	Iteration 122Q: 3 clusters Score -1.271066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -12710670.000000 Penalty: 5542.717773
	Iteration 123Q: 3 clusters Score -1.271067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -12710699.000000 Penalty: 5542.717773
	Iteration 124Q: 3 clusters Score -1.27107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -12710681.000000 Penalty: 5542.717773
	Iteration 125Q: 3 clusters Score -1.271068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -12710672.000000 Penalty: 5542.717773
	Iteration 126Q: 3 clusters Score -1.271067e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -12710678.000000 Penalty: 5542.717773
	Iteration 127Q: 3 clusters Score -1.271068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -12710669.000000 Penalty: 5542.717773
	Iteration 128Q: 3 clusters Score -1.271067e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -12710681.000000 Penalty: 5542.717773
	Iteration 129Q: 3 clusters Score -1.271068e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -12710681.000000 Penalty: 5542.717773
	Iteration 130Q: 3 clusters Score -1.271068e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -12710652.000000 Penalty: 5542.717773
	Iteration 131Q: 3 clusters Score -1.271065e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -12710657.000000 Penalty: 5542.717773
	Iteration 132Q: 3 clusters Score -1.271066e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -12710662.000000 Penalty: 5542.717773
	Iteration 133Q: 3 clusters Score -1.271066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -12710645.000000 Penalty: 5542.717773
	Iteration 134Q: 3 clusters Score -1.271064e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -12710636.000000 Penalty: 5542.717773
	Iteration 135Q: 3 clusters Score -1.271064e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -12710667.000000 Penalty: 5542.717773
	Iteration 136Q: 3 clusters Score -1.271067e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -12710679.000000 Penalty: 5542.717773
	Iteration 137Q: 3 clusters Score -1.271068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -12710653.000000 Penalty: 5542.717773
	Iteration 138Q: 3 clusters Score -1.271065e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -12710659.000000 Penalty: 5542.717773
	Iteration 139Q: 3 clusters Score -1.271066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -12710652.000000 Penalty: 5542.717773
	Iteration 140F: 3 clusters Score -1.271065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -12710661.000000 Penalty: 5542.717773
	Iteration 141Q: 3 clusters Score -1.271066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -12710646.000000 Penalty: 5542.717773
	Iteration 142Q: 3 clusters Score -1.271065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -12710660.000000 Penalty: 5542.717773
	Iteration 143Q: 3 clusters Score -1.271066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -12710660.000000 Penalty: 5542.717773
	Iteration 144Q: 3 clusters Score -1.271066e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -12710664.000000 Penalty: 5542.717773
	Iteration 145Q: 3 clusters Score -1.271066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -12710653.000000 Penalty: 5542.717773
	Iteration 146Q: 3 clusters Score -1.271065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -12710662.000000 Penalty: 5542.717773
	Iteration 147Q: 3 clusters Score -1.271066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -12710660.000000 Penalty: 5542.717773
	Iteration 148Q: 3 clusters Score -1.271066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -12710657.000000 Penalty: 5542.717773
	Iteration 149Q: 3 clusters Score -1.271066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -12710656.000000 Penalty: 5542.717773
	Iteration 150Q: 3 clusters Score -1.271066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -12710672.000000 Penalty: 5542.717773
	Iteration 151Q: 3 clusters Score -1.271067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -12710687.000000 Penalty: 5542.717773
	Iteration 152Q: 3 clusters Score -1.271069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -12710682.000000 Penalty: 5542.717773
	Iteration 153Q: 3 clusters Score -1.271068e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -12710682.000000 Penalty: 5542.717773
	Iteration 154Q: 3 clusters Score -1.271068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -12710670.000000 Penalty: 5542.717773
	Iteration 155Q: 3 clusters Score -1.271067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -12710686.000000 Penalty: 5542.717773
	Iteration 156Q: 3 clusters Score -1.271069e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -12710688.000000 Penalty: 5542.717773
	Iteration 157Q: 3 clusters Score -1.271069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -12710686.000000 Penalty: 5542.717773
	Iteration 158Q: 3 clusters Score -1.271069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -12710680.000000 Penalty: 5542.717773
	Iteration 159Q: 3 clusters Score -1.271068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -12710693.000000 Penalty: 5542.717773
	Iteration 160F: 3 clusters Score -1.271069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -12710696.000000 Penalty: 5542.717773
	Iteration 161Q: 3 clusters Score -1.27107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -12710691.000000 Penalty: 5542.717773
	Iteration 162Q: 3 clusters Score -1.271069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -12710701.000000 Penalty: 5542.717773
	Iteration 163Q: 3 clusters Score -1.27107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -12710694.000000 Penalty: 5542.717773
	Iteration 164Q: 3 clusters Score -1.271069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -12710698.000000 Penalty: 5542.717773
	Iteration 165Q: 3 clusters Score -1.27107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -12710689.000000 Penalty: 5542.717773
	Iteration 166Q: 3 clusters Score -1.271069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -12710685.000000 Penalty: 5542.717773
	Iteration 167Q: 3 clusters Score -1.271068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -12710691.000000 Penalty: 5542.717773
	Iteration 168Q: 3 clusters Score -1.271069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -12710682.000000 Penalty: 5542.717773
	Iteration 169Q: 3 clusters Score -1.271068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -12710680.000000 Penalty: 5542.717773
	Iteration 170Q: 3 clusters Score -1.271068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -12710677.000000 Penalty: 5542.717773
	Iteration 171Q: 3 clusters Score -1.271068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -12710695.000000 Penalty: 5542.717773
	Iteration 172Q: 3 clusters Score -1.27107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -12710688.000000 Penalty: 5542.717773
	Iteration 173Q: 3 clusters Score -1.271069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -12710676.000000 Penalty: 5542.717773
	Iteration 174Q: 3 clusters Score -1.271068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -12710671.000000 Penalty: 5542.717773
	Iteration 175Q: 3 clusters Score -1.271067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -12710679.000000 Penalty: 5542.717773
	Iteration 176Q: 3 clusters Score -1.271068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -12710691.000000 Penalty: 5542.717773
	Iteration 177Q: 3 clusters Score -1.271069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -12710704.000000 Penalty: 5542.717773
	Iteration 178Q: 3 clusters Score -1.27107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -12710681.000000 Penalty: 5542.717773
	Iteration 179Q: 3 clusters Score -1.271068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -12710706.000000 Penalty: 5542.717773
	Iteration 180F: 3 clusters Score -1.271071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -12710711.000000 Penalty: 5542.717773
	Iteration 181Q: 3 clusters Score -1.271071e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -12710706.000000 Penalty: 5542.717773
	Iteration 182Q: 3 clusters Score -1.271071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -12710696.000000 Penalty: 5542.717773
	Iteration 183Q: 3 clusters Score -1.27107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -12710696.000000 Penalty: 5542.717773
	Iteration 184Q: 3 clusters Score -1.27107e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -12710703.000000 Penalty: 5542.717773
	Iteration 185Q: 3 clusters Score -1.27107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -12710681.000000 Penalty: 5542.717773
	Iteration 186Q: 3 clusters Score -1.271068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -12710697.000000 Penalty: 5542.717773
	Iteration 187Q: 3 clusters Score -1.27107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -12710707.000000 Penalty: 5542.717773
	Iteration 188Q: 3 clusters Score -1.271071e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -12710702.000000 Penalty: 5542.717773
	Iteration 189Q: 3 clusters Score -1.27107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -12710722.000000 Penalty: 5542.717773
	Iteration 190Q: 3 clusters Score -1.271072e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -12710700.000000 Penalty: 5542.717773
	Iteration 191Q: 3 clusters Score -1.27107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -12710713.000000 Penalty: 5542.717773
	Iteration 192Q: 3 clusters Score -1.271071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -12710717.000000 Penalty: 5542.717773
	Iteration 193Q: 3 clusters Score -1.271072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -12710711.000000 Penalty: 5542.717773
	Iteration 194Q: 3 clusters Score -1.271071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -12710707.000000 Penalty: 5542.717773
	Iteration 195Q: 3 clusters Score -1.271071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -12710709.000000 Penalty: 5542.717773
	Iteration 196Q: 3 clusters Score -1.271071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -12710709.000000 Penalty: 5542.717773
	Iteration 197Q: 3 clusters Score -1.271071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -12710714.000000 Penalty: 5542.717773
	Iteration 198Q: 3 clusters Score -1.271071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -12710708.000000 Penalty: 5542.717773
	Iteration 199Q: 3 clusters Score -1.271071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -12710707.000000 Penalty: 5542.717773
	Iteration 200F: 3 clusters Score -1.271071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -12710707.000000 Penalty: 5542.717773
	Iteration 201Q: 3 clusters Score -1.271071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -12710700.000000 Penalty: 5542.717773
	Iteration 202Q: 3 clusters Score -1.27107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -12710698.000000 Penalty: 5542.717773
	Iteration 203Q: 3 clusters Score -1.27107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -12710693.000000 Penalty: 5542.717773
	Iteration 204Q: 3 clusters Score -1.271069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -12710693.000000 Penalty: 5542.717773
	Iteration 205F: 3 clusters Score -1.271069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 41861 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 51276 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 73622 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 39952 members 
Mstep: Class 32 contains 33437 members 
Mstep: Class 33 contains 39697 members 
Mstep: Class 34 contains 20004 members 
Mstep: Class 35 contains 25140 members 
Entering Unmasked Estep 
Score: -196230560.000000 Penalty: 120917.585938
Splitting cluster 20 changes total score from -196093248.000000 to -196230560.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (73622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Entering Unmasked Estep 
Score: -13404242.000000 Penalty: 2779.261475
	Iteration 0F: 2 clusters Score -1.340424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -13384942.000000 Penalty: 5558.522949
	Iteration 0F: 3 clusters Score -1.338494e+07 nChanged 34564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -13404394.000000 Penalty: 5558.522949
	Iteration 1F: 3 clusters Score -1.340439e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -13405321.000000 Penalty: 5558.522949
	Iteration 2F: 3 clusters Score -1.340532e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -13406352.000000 Penalty: 5558.522949
	Iteration 3F: 3 clusters Score -1.340635e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -13408169.000000 Penalty: 5558.522949
	Iteration 4F: 3 clusters Score -1.340817e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -13411447.000000 Penalty: 5558.522949
	Iteration 5F: 3 clusters Score -1.341145e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -13415583.000000 Penalty: 5558.522949
	Iteration 6F: 3 clusters Score -1.341558e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -13418052.000000 Penalty: 5558.522949
	Iteration 7F: 3 clusters Score -1.341805e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -13418991.000000 Penalty: 5558.522949
	Iteration 8Q: 3 clusters Score -1.341899e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -13419492.000000 Penalty: 5558.522949
	Iteration 9Q: 3 clusters Score -1.341949e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -13419681.000000 Penalty: 5558.522949
	Iteration 10Q: 3 clusters Score -1.341968e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -13419768.000000 Penalty: 5558.522949
	Iteration 11Q: 3 clusters Score -1.341977e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -13419788.000000 Penalty: 5558.522949
	Iteration 12Q: 3 clusters Score -1.341979e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -13419624.000000 Penalty: 5558.522949
	Iteration 13Q: 3 clusters Score -1.341962e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -13419160.000000 Penalty: 5558.522949
	Iteration 14Q: 3 clusters Score -1.341916e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -13418538.000000 Penalty: 5558.522949
	Iteration 15Q: 3 clusters Score -1.341854e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -13417272.000000 Penalty: 5558.522949
	Iteration 16Q: 3 clusters Score -1.341727e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -13416045.000000 Penalty: 5558.522949
	Iteration 17Q: 3 clusters Score -1.341604e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -13415096.000000 Penalty: 5558.522949
	Iteration 18Q: 3 clusters Score -1.34151e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -13414468.000000 Penalty: 5558.522949
	Iteration 19Q: 3 clusters Score -1.341447e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -13414886.000000 Penalty: 5558.522949
	Iteration 20F: 3 clusters Score -1.341489e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -13414676.000000 Penalty: 5558.522949
	Iteration 21Q: 3 clusters Score -1.341468e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -13414615.000000 Penalty: 5558.522949
	Iteration 22Q: 3 clusters Score -1.341462e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -13414803.000000 Penalty: 5558.522949
	Iteration 23Q: 3 clusters Score -1.34148e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -13415174.000000 Penalty: 5558.522949
	Iteration 24Q: 3 clusters Score -1.341517e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -13415613.000000 Penalty: 5558.522949
	Iteration 25Q: 3 clusters Score -1.341561e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -13415966.000000 Penalty: 5558.522949
	Iteration 26Q: 3 clusters Score -1.341597e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -13416477.000000 Penalty: 5558.522949
	Iteration 27Q: 3 clusters Score -1.341648e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -13416864.000000 Penalty: 5558.522949
	Iteration 28Q: 3 clusters Score -1.341686e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -13417353.000000 Penalty: 5558.522949
	Iteration 29Q: 3 clusters Score -1.341735e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -13417797.000000 Penalty: 5558.522949
	Iteration 30Q: 3 clusters Score -1.34178e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -13418201.000000 Penalty: 5558.522949
	Iteration 31Q: 3 clusters Score -1.34182e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -13418514.000000 Penalty: 5558.522949
	Iteration 32Q: 3 clusters Score -1.341851e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -13418694.000000 Penalty: 5558.522949
	Iteration 33Q: 3 clusters Score -1.341869e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -13418891.000000 Penalty: 5558.522949
	Iteration 34Q: 3 clusters Score -1.341889e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -13419067.000000 Penalty: 5558.522949
	Iteration 35Q: 3 clusters Score -1.341907e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -13419217.000000 Penalty: 5558.522949
	Iteration 36Q: 3 clusters Score -1.341922e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -13419351.000000 Penalty: 5558.522949
	Iteration 37Q: 3 clusters Score -1.341935e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -13419423.000000 Penalty: 5558.522949
	Iteration 38Q: 3 clusters Score -1.341942e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -13419467.000000 Penalty: 5558.522949
	Iteration 39Q: 3 clusters Score -1.341947e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -13419690.000000 Penalty: 5558.522949
	Iteration 40F: 3 clusters Score -1.341969e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -13419749.000000 Penalty: 5558.522949
	Iteration 41Q: 3 clusters Score -1.341975e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -13419851.000000 Penalty: 5558.522949
	Iteration 42Q: 3 clusters Score -1.341985e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -13419888.000000 Penalty: 5558.522949
	Iteration 43Q: 3 clusters Score -1.341989e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -13420031.000000 Penalty: 5558.522949
	Iteration 44Q: 3 clusters Score -1.342003e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -13420105.000000 Penalty: 5558.522949
	Iteration 45Q: 3 clusters Score -1.34201e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -13420164.000000 Penalty: 5558.522949
	Iteration 46Q: 3 clusters Score -1.342016e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -13420335.000000 Penalty: 5558.522949
	Iteration 47Q: 3 clusters Score -1.342034e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -13420375.000000 Penalty: 5558.522949
	Iteration 48Q: 3 clusters Score -1.342038e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -13420506.000000 Penalty: 5558.522949
	Iteration 49Q: 3 clusters Score -1.342051e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -13420575.000000 Penalty: 5558.522949
	Iteration 50Q: 3 clusters Score -1.342058e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -13420655.000000 Penalty: 5558.522949
	Iteration 51Q: 3 clusters Score -1.342066e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -13420718.000000 Penalty: 5558.522949
	Iteration 52Q: 3 clusters Score -1.342072e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -13420828.000000 Penalty: 5558.522949
	Iteration 53Q: 3 clusters Score -1.342083e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -13420890.000000 Penalty: 5558.522949
	Iteration 54Q: 3 clusters Score -1.342089e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -13420952.000000 Penalty: 5558.522949
	Iteration 55Q: 3 clusters Score -1.342095e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -13421023.000000 Penalty: 5558.522949
	Iteration 56Q: 3 clusters Score -1.342102e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -13421073.000000 Penalty: 5558.522949
	Iteration 57Q: 3 clusters Score -1.342107e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -13421147.000000 Penalty: 5558.522949
	Iteration 58Q: 3 clusters Score -1.342115e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -13421193.000000 Penalty: 5558.522949
	Iteration 59Q: 3 clusters Score -1.342119e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -13421288.000000 Penalty: 5558.522949
	Iteration 60F: 3 clusters Score -1.342129e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -13421268.000000 Penalty: 5558.522949
	Iteration 61Q: 3 clusters Score -1.342127e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -13421281.000000 Penalty: 5558.522949
	Iteration 62Q: 3 clusters Score -1.342128e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -13421340.000000 Penalty: 5558.522949
	Iteration 63Q: 3 clusters Score -1.342134e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -13421424.000000 Penalty: 5558.522949
	Iteration 64Q: 3 clusters Score -1.342142e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -13421505.000000 Penalty: 5558.522949
	Iteration 65Q: 3 clusters Score -1.34215e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -13421560.000000 Penalty: 5558.522949
	Iteration 66Q: 3 clusters Score -1.342156e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -13421572.000000 Penalty: 5558.522949
	Iteration 67Q: 3 clusters Score -1.342157e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -13421590.000000 Penalty: 5558.522949
	Iteration 68Q: 3 clusters Score -1.342159e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -13421621.000000 Penalty: 5558.522949
	Iteration 69Q: 3 clusters Score -1.342162e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -13421666.000000 Penalty: 5558.522949
	Iteration 70Q: 3 clusters Score -1.342167e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -13421710.000000 Penalty: 5558.522949
	Iteration 71Q: 3 clusters Score -1.342171e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -13421758.000000 Penalty: 5558.522949
	Iteration 72Q: 3 clusters Score -1.342176e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -13421701.000000 Penalty: 5558.522949
	Iteration 73Q: 3 clusters Score -1.34217e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -13421736.000000 Penalty: 5558.522949
	Iteration 74Q: 3 clusters Score -1.342174e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -13421688.000000 Penalty: 5558.522949
	Iteration 75Q: 3 clusters Score -1.342169e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -13421691.000000 Penalty: 5558.522949
	Iteration 76Q: 3 clusters Score -1.342169e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -13421720.000000 Penalty: 5558.522949
	Iteration 77Q: 3 clusters Score -1.342172e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -13421723.000000 Penalty: 5558.522949
	Iteration 78Q: 3 clusters Score -1.342172e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -13421774.000000 Penalty: 5558.522949
	Iteration 79Q: 3 clusters Score -1.342177e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -13421767.000000 Penalty: 5558.522949
	Iteration 80F: 3 clusters Score -1.342177e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -13421818.000000 Penalty: 5558.522949
	Iteration 81Q: 3 clusters Score -1.342182e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -13421811.000000 Penalty: 5558.522949
	Iteration 82Q: 3 clusters Score -1.342181e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -13421861.000000 Penalty: 5558.522949
	Iteration 83Q: 3 clusters Score -1.342186e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -13421912.000000 Penalty: 5558.522949
	Iteration 84Q: 3 clusters Score -1.342191e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -13421970.000000 Penalty: 5558.522949
	Iteration 85Q: 3 clusters Score -1.342197e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -13421963.000000 Penalty: 5558.522949
	Iteration 86Q: 3 clusters Score -1.342196e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -13421952.000000 Penalty: 5558.522949
	Iteration 87Q: 3 clusters Score -1.342195e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -13422013.000000 Penalty: 5558.522949
	Iteration 88Q: 3 clusters Score -1.342201e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -13422045.000000 Penalty: 5558.522949
	Iteration 89Q: 3 clusters Score -1.342204e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -13422092.000000 Penalty: 5558.522949
	Iteration 90Q: 3 clusters Score -1.342209e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -13422079.000000 Penalty: 5558.522949
	Iteration 91Q: 3 clusters Score -1.342208e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -13422166.000000 Penalty: 5558.522949
	Iteration 92Q: 3 clusters Score -1.342217e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -13422179.000000 Penalty: 5558.522949
	Iteration 93Q: 3 clusters Score -1.342218e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -13422154.000000 Penalty: 5558.522949
	Iteration 94Q: 3 clusters Score -1.342215e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -13422154.000000 Penalty: 5558.522949
	Iteration 95Q: 3 clusters Score -1.342215e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -13422169.000000 Penalty: 5558.522949
	Iteration 96Q: 3 clusters Score -1.342217e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -13422182.000000 Penalty: 5558.522949
	Iteration 97Q: 3 clusters Score -1.342218e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -13422239.000000 Penalty: 5558.522949
	Iteration 98Q: 3 clusters Score -1.342224e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -13422258.000000 Penalty: 5558.522949
	Iteration 99Q: 3 clusters Score -1.342226e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -13422255.000000 Penalty: 5558.522949
	Iteration 100F: 3 clusters Score -1.342226e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -13422272.000000 Penalty: 5558.522949
	Iteration 101Q: 3 clusters Score -1.342227e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -13422276.000000 Penalty: 5558.522949
	Iteration 102Q: 3 clusters Score -1.342228e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -13422284.000000 Penalty: 5558.522949
	Iteration 103Q: 3 clusters Score -1.342228e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -13422252.000000 Penalty: 5558.522949
	Iteration 104Q: 3 clusters Score -1.342225e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -13422254.000000 Penalty: 5558.522949
	Iteration 105Q: 3 clusters Score -1.342225e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -13422229.000000 Penalty: 5558.522949
	Iteration 106Q: 3 clusters Score -1.342223e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -13422257.000000 Penalty: 5558.522949
	Iteration 107Q: 3 clusters Score -1.342226e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -13422202.000000 Penalty: 5558.522949
	Iteration 108Q: 3 clusters Score -1.34222e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -13422242.000000 Penalty: 5558.522949
	Iteration 109Q: 3 clusters Score -1.342224e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -13422209.000000 Penalty: 5558.522949
	Iteration 110Q: 3 clusters Score -1.342221e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -13422139.000000 Penalty: 5558.522949
	Iteration 111Q: 3 clusters Score -1.342214e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -13422089.000000 Penalty: 5558.522949
	Iteration 112Q: 3 clusters Score -1.342209e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -13422044.000000 Penalty: 5558.522949
	Iteration 113Q: 3 clusters Score -1.342204e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -13421973.000000 Penalty: 5558.522949
	Iteration 114Q: 3 clusters Score -1.342197e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -13421898.000000 Penalty: 5558.522949
	Iteration 115Q: 3 clusters Score -1.34219e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -13421797.000000 Penalty: 5558.522949
	Iteration 116Q: 3 clusters Score -1.34218e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -13421739.000000 Penalty: 5558.522949
	Iteration 117Q: 3 clusters Score -1.342174e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -13421631.000000 Penalty: 5558.522949
	Iteration 118Q: 3 clusters Score -1.342163e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -13421531.000000 Penalty: 5558.522949
	Iteration 119Q: 3 clusters Score -1.342153e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -13421450.000000 Penalty: 5558.522949
	Iteration 120F: 3 clusters Score -1.342145e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -13421413.000000 Penalty: 5558.522949
	Iteration 121Q: 3 clusters Score -1.342141e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -13421334.000000 Penalty: 5558.522949
	Iteration 122Q: 3 clusters Score -1.342133e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -13421337.000000 Penalty: 5558.522949
	Iteration 123Q: 3 clusters Score -1.342134e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -13421236.000000 Penalty: 5558.522949
	Iteration 124Q: 3 clusters Score -1.342124e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -13421145.000000 Penalty: 5558.522949
	Iteration 125Q: 3 clusters Score -1.342114e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -13421089.000000 Penalty: 5558.522949
	Iteration 126Q: 3 clusters Score -1.342109e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -13421078.000000 Penalty: 5558.522949
	Iteration 127Q: 3 clusters Score -1.342108e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -13421051.000000 Penalty: 5558.522949
	Iteration 128Q: 3 clusters Score -1.342105e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -13421008.000000 Penalty: 5558.522949
	Iteration 129Q: 3 clusters Score -1.342101e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -13420965.000000 Penalty: 5558.522949
	Iteration 130Q: 3 clusters Score -1.342096e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -13420907.000000 Penalty: 5558.522949
	Iteration 131Q: 3 clusters Score -1.342091e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -13420847.000000 Penalty: 5558.522949
	Iteration 132Q: 3 clusters Score -1.342085e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -13420792.000000 Penalty: 5558.522949
	Iteration 133Q: 3 clusters Score -1.342079e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -13420815.000000 Penalty: 5558.522949
	Iteration 134Q: 3 clusters Score -1.342082e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -13420787.000000 Penalty: 5558.522949
	Iteration 135Q: 3 clusters Score -1.342079e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -13420799.000000 Penalty: 5558.522949
	Iteration 136Q: 3 clusters Score -1.34208e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -13420800.000000 Penalty: 5558.522949
	Iteration 137Q: 3 clusters Score -1.34208e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -13420824.000000 Penalty: 5558.522949
	Iteration 138Q: 3 clusters Score -1.342082e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -13420883.000000 Penalty: 5558.522949
	Iteration 139Q: 3 clusters Score -1.342088e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -13420881.000000 Penalty: 5558.522949
	Iteration 140F: 3 clusters Score -1.342088e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -13420922.000000 Penalty: 5558.522949
	Iteration 141Q: 3 clusters Score -1.342092e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -13420912.000000 Penalty: 5558.522949
	Iteration 142Q: 3 clusters Score -1.342091e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -13420909.000000 Penalty: 5558.522949
	Iteration 143Q: 3 clusters Score -1.342091e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -13420982.000000 Penalty: 5558.522949
	Iteration 144Q: 3 clusters Score -1.342098e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -13420959.000000 Penalty: 5558.522949
	Iteration 145Q: 3 clusters Score -1.342096e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -13420978.000000 Penalty: 5558.522949
	Iteration 146Q: 3 clusters Score -1.342098e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -13421005.000000 Penalty: 5558.522949
	Iteration 147Q: 3 clusters Score -1.3421e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -13421043.000000 Penalty: 5558.522949
	Iteration 148Q: 3 clusters Score -1.342104e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -13421059.000000 Penalty: 5558.522949
	Iteration 149Q: 3 clusters Score -1.342106e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -13421093.000000 Penalty: 5558.522949
	Iteration 150Q: 3 clusters Score -1.342109e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -13421126.000000 Penalty: 5558.522949
	Iteration 151Q: 3 clusters Score -1.342113e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -13421170.000000 Penalty: 5558.522949
	Iteration 152Q: 3 clusters Score -1.342117e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -13421225.000000 Penalty: 5558.522949
	Iteration 153Q: 3 clusters Score -1.342122e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -13421298.000000 Penalty: 5558.522949
	Iteration 154Q: 3 clusters Score -1.34213e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -13421348.000000 Penalty: 5558.522949
	Iteration 155Q: 3 clusters Score -1.342135e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -13421381.000000 Penalty: 5558.522949
	Iteration 156Q: 3 clusters Score -1.342138e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -13421456.000000 Penalty: 5558.522949
	Iteration 157Q: 3 clusters Score -1.342146e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -13421490.000000 Penalty: 5558.522949
	Iteration 158Q: 3 clusters Score -1.342149e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -13421536.000000 Penalty: 5558.522949
	Iteration 159Q: 3 clusters Score -1.342154e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -13421543.000000 Penalty: 5558.522949
	Iteration 160F: 3 clusters Score -1.342154e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -13421614.000000 Penalty: 5558.522949
	Iteration 161Q: 3 clusters Score -1.342161e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -13421632.000000 Penalty: 5558.522949
	Iteration 162Q: 3 clusters Score -1.342163e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -13421693.000000 Penalty: 5558.522949
	Iteration 163Q: 3 clusters Score -1.342169e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -13421711.000000 Penalty: 5558.522949
	Iteration 164Q: 3 clusters Score -1.342171e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -13421700.000000 Penalty: 5558.522949
	Iteration 165Q: 3 clusters Score -1.34217e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -13421739.000000 Penalty: 5558.522949
	Iteration 166Q: 3 clusters Score -1.342174e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -13421758.000000 Penalty: 5558.522949
	Iteration 167Q: 3 clusters Score -1.342176e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -13421801.000000 Penalty: 5558.522949
	Iteration 168Q: 3 clusters Score -1.34218e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -13421823.000000 Penalty: 5558.522949
	Iteration 169Q: 3 clusters Score -1.342182e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -13421815.000000 Penalty: 5558.522949
	Iteration 170Q: 3 clusters Score -1.342182e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -13421861.000000 Penalty: 5558.522949
	Iteration 171Q: 3 clusters Score -1.342186e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -13421917.000000 Penalty: 5558.522949
	Iteration 172Q: 3 clusters Score -1.342192e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -13421925.000000 Penalty: 5558.522949
	Iteration 173Q: 3 clusters Score -1.342192e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -13421978.000000 Penalty: 5558.522949
	Iteration 174Q: 3 clusters Score -1.342198e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -13421949.000000 Penalty: 5558.522949
	Iteration 175Q: 3 clusters Score -1.342195e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -13421945.000000 Penalty: 5558.522949
	Iteration 176Q: 3 clusters Score -1.342194e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -13422039.000000 Penalty: 5558.522949
	Iteration 177Q: 3 clusters Score -1.342204e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -13422030.000000 Penalty: 5558.522949
	Iteration 178Q: 3 clusters Score -1.342203e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -13422009.000000 Penalty: 5558.522949
	Iteration 179Q: 3 clusters Score -1.342201e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -13422048.000000 Penalty: 5558.522949
	Iteration 180F: 3 clusters Score -1.342205e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -13422099.000000 Penalty: 5558.522949
	Iteration 181Q: 3 clusters Score -1.34221e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -13422094.000000 Penalty: 5558.522949
	Iteration 182Q: 3 clusters Score -1.342209e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -13422081.000000 Penalty: 5558.522949
	Iteration 183Q: 3 clusters Score -1.342208e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -13422084.000000 Penalty: 5558.522949
	Iteration 184Q: 3 clusters Score -1.342208e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -13422117.000000 Penalty: 5558.522949
	Iteration 185Q: 3 clusters Score -1.342212e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -13422123.000000 Penalty: 5558.522949
	Iteration 186Q: 3 clusters Score -1.342212e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -13422146.000000 Penalty: 5558.522949
	Iteration 187Q: 3 clusters Score -1.342215e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -13422186.000000 Penalty: 5558.522949
	Iteration 188Q: 3 clusters Score -1.342219e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -13422195.000000 Penalty: 5558.522949
	Iteration 189Q: 3 clusters Score -1.34222e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -13422223.000000 Penalty: 5558.522949
	Iteration 190Q: 3 clusters Score -1.342222e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -13422199.000000 Penalty: 5558.522949
	Iteration 191Q: 3 clusters Score -1.34222e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -13422203.000000 Penalty: 5558.522949
	Iteration 192Q: 3 clusters Score -1.34222e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -13422236.000000 Penalty: 5558.522949
	Iteration 193Q: 3 clusters Score -1.342224e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -13422269.000000 Penalty: 5558.522949
	Iteration 194Q: 3 clusters Score -1.342227e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -13422257.000000 Penalty: 5558.522949
	Iteration 195Q: 3 clusters Score -1.342226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -13422249.000000 Penalty: 5558.522949
	Iteration 196Q: 3 clusters Score -1.342225e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -13422258.000000 Penalty: 5558.522949
	Iteration 197Q: 3 clusters Score -1.342226e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -13422235.000000 Penalty: 5558.522949
	Iteration 198Q: 3 clusters Score -1.342224e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -13422250.000000 Penalty: 5558.522949
	Iteration 199Q: 3 clusters Score -1.342225e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -13422268.000000 Penalty: 5558.522949
	Iteration 200F: 3 clusters Score -1.342227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -13422249.000000 Penalty: 5558.522949
	Iteration 201Q: 3 clusters Score -1.342225e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -13422245.000000 Penalty: 5558.522949
	Iteration 202Q: 3 clusters Score -1.342224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -13422232.000000 Penalty: 5558.522949
	Iteration 203Q: 3 clusters Score -1.342223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -13422236.000000 Penalty: 5558.522949
	Iteration 204Q: 3 clusters Score -1.342224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -13422237.000000 Penalty: 5558.522949
	Iteration 205Q: 3 clusters Score -1.342224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -13422233.000000 Penalty: 5558.522949
	Iteration 206Q: 3 clusters Score -1.342223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -13422227.000000 Penalty: 5558.522949
	Iteration 207Q: 3 clusters Score -1.342223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -13422229.000000 Penalty: 5558.522949
	Iteration 208Q: 3 clusters Score -1.342223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -13422228.000000 Penalty: 5558.522949
	Iteration 209Q: 3 clusters Score -1.342223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -13422239.000000 Penalty: 5558.522949
	Iteration 210Q: 3 clusters Score -1.342224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -13422250.000000 Penalty: 5558.522949
	Iteration 211Q: 3 clusters Score -1.342225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -13422253.000000 Penalty: 5558.522949
	Iteration 212Q: 3 clusters Score -1.342225e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -13422217.000000 Penalty: 5558.522949
	Iteration 213Q: 3 clusters Score -1.342222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -13422226.000000 Penalty: 5558.522949
	Iteration 214Q: 3 clusters Score -1.342223e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -13422230.000000 Penalty: 5558.522949
	Iteration 215Q: 3 clusters Score -1.342223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -13422228.000000 Penalty: 5558.522949
	Iteration 216Q: 3 clusters Score -1.342223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -13422232.000000 Penalty: 5558.522949
	Iteration 217Q: 3 clusters Score -1.342223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -13422233.000000 Penalty: 5558.522949
	Iteration 218Q: 3 clusters Score -1.342223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -13422226.000000 Penalty: 5558.522949
	Iteration 219Q: 3 clusters Score -1.342223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -13422239.000000 Penalty: 5558.522949
	Iteration 220F: 3 clusters Score -1.342224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -13422231.000000 Penalty: 5558.522949
	Iteration 221Q: 3 clusters Score -1.342223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -13422241.000000 Penalty: 5558.522949
	Iteration 222Q: 3 clusters Score -1.342224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -13422230.000000 Penalty: 5558.522949
	Iteration 223Q: 3 clusters Score -1.342223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -13422217.000000 Penalty: 5558.522949
	Iteration 224Q: 3 clusters Score -1.342222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -13422214.000000 Penalty: 5558.522949
	Iteration 225Q: 3 clusters Score -1.342221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -13422224.000000 Penalty: 5558.522949
	Iteration 226Q: 3 clusters Score -1.342222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -13422216.000000 Penalty: 5558.522949
	Iteration 227Q: 3 clusters Score -1.342222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -13422221.000000 Penalty: 5558.522949
	Iteration 228Q: 3 clusters Score -1.342222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -13422230.000000 Penalty: 5558.522949
	Iteration 229Q: 3 clusters Score -1.342223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -13422224.000000 Penalty: 5558.522949
	Iteration 230Q: 3 clusters Score -1.342222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -13422228.000000 Penalty: 5558.522949
	Iteration 231Q: 3 clusters Score -1.342223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -13422233.000000 Penalty: 5558.522949
	Iteration 232Q: 3 clusters Score -1.342223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -13422245.000000 Penalty: 5558.522949
	Iteration 233Q: 3 clusters Score -1.342224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -13422237.000000 Penalty: 5558.522949
	Iteration 234Q: 3 clusters Score -1.342224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -13422229.000000 Penalty: 5558.522949
	Iteration 235Q: 3 clusters Score -1.342223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -13422226.000000 Penalty: 5558.522949
	Iteration 236Q: 3 clusters Score -1.342223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -13422235.000000 Penalty: 5558.522949
	Iteration 237Q: 3 clusters Score -1.342224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -13422225.000000 Penalty: 5558.522949
	Iteration 238Q: 3 clusters Score -1.342222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -13422249.000000 Penalty: 5558.522949
	Iteration 239Q: 3 clusters Score -1.342225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -13422239.000000 Penalty: 5558.522949
	Iteration 240F: 3 clusters Score -1.342224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -13422233.000000 Penalty: 5558.522949
	Iteration 241Q: 3 clusters Score -1.342223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -13422224.000000 Penalty: 5558.522949
	Iteration 242Q: 3 clusters Score -1.342222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -13422226.000000 Penalty: 5558.522949
	Iteration 243Q: 3 clusters Score -1.342223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -13422231.000000 Penalty: 5558.522949
	Iteration 244Q: 3 clusters Score -1.342223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -13422231.000000 Penalty: 5558.522949
	Iteration 245Q: 3 clusters Score -1.342223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -13422232.000000 Penalty: 5558.522949
	Iteration 246Q: 3 clusters Score -1.342223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -13422233.000000 Penalty: 5558.522949
	Iteration 247Q: 3 clusters Score -1.342223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -13422216.000000 Penalty: 5558.522949
	Iteration 248Q: 3 clusters Score -1.342222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -13422215.000000 Penalty: 5558.522949
	Iteration 249Q: 3 clusters Score -1.342222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -13422226.000000 Penalty: 5558.522949
	Iteration 250Q: 3 clusters Score -1.342223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -13422222.000000 Penalty: 5558.522949
	Iteration 251Q: 3 clusters Score -1.342222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -13422221.000000 Penalty: 5558.522949
	Iteration 252Q: 3 clusters Score -1.342222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -13422211.000000 Penalty: 5558.522949
	Iteration 253Q: 3 clusters Score -1.342221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -13422215.000000 Penalty: 5558.522949
	Iteration 254Q: 3 clusters Score -1.342222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -13422216.000000 Penalty: 5558.522949
	Iteration 255Q: 3 clusters Score -1.342222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -13422216.000000 Penalty: 5558.522949
	Iteration 256F: 3 clusters Score -1.342222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 41861 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 51276 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 37741 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 39952 members 
Mstep: Class 32 contains 33437 members 
Mstep: Class 33 contains 39697 members 
Mstep: Class 34 contains 20004 members 
Mstep: Class 35 contains 25140 members 
Mstep: Class 36 contains 35881 members 
Entering Unmasked Estep 
Score: -196249552.000000 Penalty: 124372.375000
Splitting cluster 21 changes total score from -196093248.000000 to -196249552.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -470302.343750 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -470302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -467447.187500 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -467447.2 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -471677.531250 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -471677.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -475315.375000 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -475315.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -476509.687500 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -476509.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -476921.375000 Penalty: 3994.097168
	Iteration 4Q: 3 clusters Score -476921.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -477052.937500 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -477052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -477097.656250 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -477097.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -477117.500000 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -477117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -477130.531250 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -477130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -477143.812500 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -477143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -477151.500000 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -477151.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -477155.968750 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -477156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -477158.031250 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -477158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -477161.812500 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -477161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -477161.750000 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -477161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -477165.156250 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -477165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -477169.000000 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -477169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -477170.000000 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -477170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -477171.750000 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -477171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -477171.750000 Penalty: 3994.097168
	Iteration 19F: 3 clusters Score -477171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 41861 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 51276 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 37741 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 54119 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 39952 members 
Mstep: Class 32 contains 33437 members 
Mstep: Class 33 contains 39697 members 
Mstep: Class 34 contains 20004 members 
Mstep: Class 35 contains 25140 members 
Mstep: Class 36 contains 35881 members 
Mstep: Class 37 contains 1151 members 
Entering Unmasked Estep 
Score: -196255280.000000 Penalty: 127827.164062
Splitting cluster 22 changes total score from -196093248.000000 to -196255280.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 66906 members 
Mstep: Class 3 contains 56205 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 53993 members 
Mstep: Class 10 contains 49655 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 41197 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 41861 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 51276 members 
Mstep: Class 20 contains 46173 members 
Mstep: Class 21 contains 37741 members 
Mstep: Class 22 contains 1991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196295600.000000 Penalty: 127827.164062
Iteration 39Q: 38 clusters Score -1.962956e+08 nChanged 75735
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 64005 members 
Mstep: Class 3 contains 54399 members 
Mstep: Class 4 contains 41660 members 
Mstep: Class 5 contains 47121 members 
Mstep: Class 6 contains 44231 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 55125 members 
Mstep: Class 10 contains 48989 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 44307 members 
Mstep: Class 14 contains 343 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 50958 members 
Mstep: Class 17 contains 45566 members 
Mstep: Class 18 contains 44365 members 
Mstep: Class 19 contains 54994 members 
Mstep: Class 20 contains 48752 members 
Mstep: Class 21 contains 41484 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 39797 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 1652 members 
Mstep: Class 26 contains 20364 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 45571 members 
Mstep: Class 29 contains 35851 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 36270 members 
Mstep: Class 32 contains 32784 members 
Mstep: Class 33 contains 38429 members 
Mstep: Class 34 contains 19072 members 
Mstep: Class 35 contains 24581 members 
Mstep: Class 36 contains 34384 members 
Mstep: Class 37 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196325664.000000 Penalty: 127827.164062
Iteration 40F: 38 clusters Score -1.963257e+08 nChanged 68654
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 57846 members 
Mstep: Class 3 contains 49228 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 48701 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 17817 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 53330 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 4348 members 
Mstep: Class 13 contains 43876 members 
Mstep: Class 14 contains 340 members 
Mstep: Class 15 contains 16544 members 
Mstep: Class 16 contains 48800 members 
Mstep: Class 17 contains 48397 members 
Mstep: Class 18 contains 42434 members 
Mstep: Class 19 contains 53748 members 
Mstep: Class 20 contains 48330 members 
Mstep: Class 21 contains 43223 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 45553 members 
Mstep: Class 24 contains 11689 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 19241 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 40858 members 
Mstep: Class 29 contains 39014 members 
Mstep: Class 30 contains 1414 members 
Mstep: Class 31 contains 38152 members 
Mstep: Class 32 contains 33875 members 
Mstep: Class 33 contains 42566 members 
Mstep: Class 34 contains 19462 members 
Mstep: Class 35 contains 25665 members 
Mstep: Class 36 contains 39249 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196343568.000000 Penalty: 127827.164062
Iteration 41F: 38 clusters Score -1.963436e+08 nChanged 50789
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 52312 members 
Mstep: Class 3 contains 45547 members 
Mstep: Class 4 contains 42622 members 
Mstep: Class 5 contains 50048 members 
Mstep: Class 6 contains 39561 members 
Mstep: Class 7 contains 18288 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 51797 members 
Mstep: Class 10 contains 39975 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 42479 members 
Mstep: Class 14 contains 343 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 47268 members 
Mstep: Class 17 contains 50800 members 
Mstep: Class 18 contains 41526 members 
Mstep: Class 19 contains 52036 members 
Mstep: Class 20 contains 47862 members 
Mstep: Class 21 contains 44984 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 50815 members 
Mstep: Class 24 contains 11800 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 18308 members 
Mstep: Class 27 contains 957 members 
Mstep: Class 28 contains 36921 members 
Mstep: Class 29 contains 41603 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 39679 members 
Mstep: Class 32 contains 35252 members 
Mstep: Class 33 contains 45243 members 
Mstep: Class 34 contains 19673 members 
Mstep: Class 35 contains 26524 members 
Mstep: Class 36 contains 43200 members 
Mstep: Class 37 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196351312.000000 Penalty: 127827.164062
Iteration 42Q: 38 clusters Score -1.963513e+08 nChanged 46393
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 47522 members 
Mstep: Class 3 contains 42933 members 
Mstep: Class 4 contains 43305 members 
Mstep: Class 5 contains 51374 members 
Mstep: Class 6 contains 38227 members 
Mstep: Class 7 contains 18801 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 50518 members 
Mstep: Class 10 contains 36596 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 4438 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 46148 members 
Mstep: Class 17 contains 52320 members 
Mstep: Class 18 contains 40689 members 
Mstep: Class 19 contains 49871 members 
Mstep: Class 20 contains 47375 members 
Mstep: Class 21 contains 46439 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 54987 members 
Mstep: Class 24 contains 11848 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 969 members 
Mstep: Class 28 contains 33292 members 
Mstep: Class 29 contains 44137 members 
Mstep: Class 30 contains 1412 members 
Mstep: Class 31 contains 41274 members 
Mstep: Class 32 contains 37090 members 
Mstep: Class 33 contains 47511 members 
Mstep: Class 34 contains 19824 members 
Mstep: Class 35 contains 27306 members 
Mstep: Class 36 contains 46407 members 
Mstep: Class 37 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196352688.000000 Penalty: 127827.164062
Iteration 43Q: 38 clusters Score -1.963527e+08 nChanged 41430
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 43533 members 
Mstep: Class 3 contains 41390 members 
Mstep: Class 4 contains 44100 members 
Mstep: Class 5 contains 52943 members 
Mstep: Class 6 contains 37365 members 
Mstep: Class 7 contains 19334 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 49578 members 
Mstep: Class 10 contains 33965 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4479 members 
Mstep: Class 13 contains 39486 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 45382 members 
Mstep: Class 17 contains 52780 members 
Mstep: Class 18 contains 39533 members 
Mstep: Class 19 contains 48095 members 
Mstep: Class 20 contains 47116 members 
Mstep: Class 21 contains 47178 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 56624 members 
Mstep: Class 24 contains 11870 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 17069 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 30184 members 
Mstep: Class 29 contains 46383 members 
Mstep: Class 30 contains 1415 members 
Mstep: Class 31 contains 43082 members 
Mstep: Class 32 contains 39257 members 
Mstep: Class 33 contains 49564 members 
Mstep: Class 34 contains 19870 members 
Mstep: Class 35 contains 27947 members 
Mstep: Class 36 contains 48879 members 
Mstep: Class 37 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196353088.000000 Penalty: 127827.164062
Iteration 44Q: 38 clusters Score -1.963531e+08 nChanged 37249
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 40254 members 
Mstep: Class 3 contains 40542 members 
Mstep: Class 4 contains 44913 members 
Mstep: Class 5 contains 54308 members 
Mstep: Class 6 contains 36767 members 
Mstep: Class 7 contains 20019 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 48929 members 
Mstep: Class 10 contains 31890 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 39256 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 44828 members 
Mstep: Class 17 contains 52430 members 
Mstep: Class 18 contains 37859 members 
Mstep: Class 19 contains 47176 members 
Mstep: Class 20 contains 46984 members 
Mstep: Class 21 contains 47309 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 56342 members 
Mstep: Class 24 contains 11898 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 16716 members 
Mstep: Class 27 contains 979 members 
Mstep: Class 28 contains 27493 members 
Mstep: Class 29 contains 48322 members 
Mstep: Class 30 contains 1414 members 
Mstep: Class 31 contains 45082 members 
Mstep: Class 32 contains 41647 members 
Mstep: Class 33 contains 51495 members 
Mstep: Class 34 contains 19842 members 
Mstep: Class 35 contains 28538 members 
Mstep: Class 36 contains 50522 members 
Mstep: Class 37 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196353152.000000 Penalty: 127827.164062
Iteration 45Q: 38 clusters Score -1.963532e+08 nChanged 33139
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 37798 members 
Mstep: Class 3 contains 40079 members 
Mstep: Class 4 contains 45724 members 
Mstep: Class 5 contains 55117 members 
Mstep: Class 6 contains 36328 members 
Mstep: Class 7 contains 20807 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 48564 members 
Mstep: Class 10 contains 30217 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 40029 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 17001 members 
Mstep: Class 16 contains 44432 members 
Mstep: Class 17 contains 51535 members 
Mstep: Class 18 contains 35727 members 
Mstep: Class 19 contains 47023 members 
Mstep: Class 20 contains 47005 members 
Mstep: Class 21 contains 46945 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 55395 members 
Mstep: Class 24 contains 11944 members 
Mstep: Class 25 contains 2153 members 
Mstep: Class 26 contains 16432 members 
Mstep: Class 27 contains 982 members 
Mstep: Class 28 contains 25349 members 
Mstep: Class 29 contains 49579 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 46993 members 
Mstep: Class 32 contains 43960 members 
Mstep: Class 33 contains 53294 members 
Mstep: Class 34 contains 19787 members 
Mstep: Class 35 contains 29112 members 
Mstep: Class 36 contains 51302 members 
Mstep: Class 37 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196355024.000000 Penalty: 127827.164062
Iteration 46Q: 38 clusters Score -1.96355e+08 nChanged 29064
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 35962 members 
Mstep: Class 3 contains 39812 members 
Mstep: Class 4 contains 46488 members 
Mstep: Class 5 contains 55518 members 
Mstep: Class 6 contains 35956 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 48268 members 
Mstep: Class 10 contains 28823 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 41525 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 17009 members 
Mstep: Class 16 contains 44176 members 
Mstep: Class 17 contains 50471 members 
Mstep: Class 18 contains 33304 members 
Mstep: Class 19 contains 47326 members 
Mstep: Class 20 contains 47210 members 
Mstep: Class 21 contains 46622 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 54291 members 
Mstep: Class 24 contains 11995 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 16235 members 
Mstep: Class 27 contains 984 members 
Mstep: Class 28 contains 23657 members 
Mstep: Class 29 contains 50248 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 48724 members 
Mstep: Class 32 contains 45924 members 
Mstep: Class 33 contains 54747 members 
Mstep: Class 34 contains 19718 members 
Mstep: Class 35 contains 29680 members 
Mstep: Class 36 contains 51611 members 
Mstep: Class 37 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196354992.000000 Penalty: 127827.164062
Iteration 47Q: 38 clusters Score -1.96355e+08 nChanged 25304
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 34711 members 
Mstep: Class 3 contains 39786 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 55557 members 
Mstep: Class 6 contains 35668 members 
Mstep: Class 7 contains 22405 members 
Mstep: Class 8 contains 5502 members 
Mstep: Class 9 contains 48025 members 
Mstep: Class 10 contains 27612 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 43550 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 44052 members 
Mstep: Class 17 contains 49417 members 
Mstep: Class 18 contains 30720 members 
Mstep: Class 19 contains 47779 members 
Mstep: Class 20 contains 47360 members 
Mstep: Class 21 contains 46277 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 53209 members 
Mstep: Class 24 contains 12031 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 16096 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 22440 members 
Mstep: Class 29 contains 50360 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 50152 members 
Mstep: Class 32 contains 47470 members 
Mstep: Class 33 contains 55937 members 
Mstep: Class 34 contains 19730 members 
Mstep: Class 35 contains 30253 members 
Mstep: Class 36 contains 51819 members 
Mstep: Class 37 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196354960.000000 Penalty: 127827.164062
Iteration 48Q: 38 clusters Score -1.96355e+08 nChanged 22497
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 33832 members 
Mstep: Class 3 contains 39804 members 
Mstep: Class 4 contains 47782 members 
Mstep: Class 5 contains 55359 members 
Mstep: Class 6 contains 35375 members 
Mstep: Class 7 contains 23148 members 
Mstep: Class 8 contains 5539 members 
Mstep: Class 9 contains 47894 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 45924 members 
Mstep: Class 14 contains 343 members 
Mstep: Class 15 contains 17015 members 
Mstep: Class 16 contains 43968 members 
Mstep: Class 17 contains 48509 members 
Mstep: Class 18 contains 28101 members 
Mstep: Class 19 contains 48213 members 
Mstep: Class 20 contains 47587 members 
Mstep: Class 21 contains 46052 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 52229 members 
Mstep: Class 24 contains 12059 members 
Mstep: Class 25 contains 2200 members 
Mstep: Class 26 contains 16053 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 21533 members 
Mstep: Class 29 contains 50217 members 
Mstep: Class 30 contains 1419 members 
Mstep: Class 31 contains 51214 members 
Mstep: Class 32 contains 48622 members 
Mstep: Class 33 contains 56861 members 
Mstep: Class 34 contains 19809 members 
Mstep: Class 35 contains 30828 members 
Mstep: Class 36 contains 51925 members 
Mstep: Class 37 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196355648.000000 Penalty: 127827.164062
Iteration 49Q: 38 clusters Score -1.963556e+08 nChanged 20352
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 33303 members 
Mstep: Class 3 contains 39900 members 
Mstep: Class 4 contains 48270 members 
Mstep: Class 5 contains 55028 members 
Mstep: Class 6 contains 35091 members 
Mstep: Class 7 contains 23782 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 47816 members 
Mstep: Class 10 contains 25523 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 48467 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 17020 members 
Mstep: Class 16 contains 43958 members 
Mstep: Class 17 contains 47682 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 48636 members 
Mstep: Class 20 contains 47965 members 
Mstep: Class 21 contains 45891 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 51326 members 
Mstep: Class 24 contains 12057 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 16025 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 20816 members 
Mstep: Class 29 contains 49997 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 51806 members 
Mstep: Class 32 contains 49465 members 
Mstep: Class 33 contains 57486 members 
Mstep: Class 34 contains 19945 members 
Mstep: Class 35 contains 31451 members 
Mstep: Class 36 contains 51960 members 
Mstep: Class 37 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196355536.000000 Penalty: 127827.164062
Iteration 50Q: 38 clusters Score -1.963555e+08 nChanged 18734
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 33074 members 
Mstep: Class 3 contains 40028 members 
Mstep: Class 4 contains 48673 members 
Mstep: Class 5 contains 54782 members 
Mstep: Class 6 contains 34850 members 
Mstep: Class 7 contains 24386 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 47780 members 
Mstep: Class 10 contains 24693 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 51050 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 43986 members 
Mstep: Class 17 contains 47171 members 
Mstep: Class 18 contains 23350 members 
Mstep: Class 19 contains 49075 members 
Mstep: Class 20 contains 48328 members 
Mstep: Class 21 contains 45733 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 50363 members 
Mstep: Class 24 contains 12051 members 
Mstep: Class 25 contains 2235 members 
Mstep: Class 26 contains 15934 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 20315 members 
Mstep: Class 29 contains 49821 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 52154 members 
Mstep: Class 32 contains 49785 members 
Mstep: Class 33 contains 57747 members 
Mstep: Class 34 contains 20125 members 
Mstep: Class 35 contains 32038 members 
Mstep: Class 36 contains 51831 members 
Mstep: Class 37 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196355808.000000 Penalty: 127827.164062
Iteration 51Q: 38 clusters Score -1.963558e+08 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 33062 members 
Mstep: Class 3 contains 40095 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 54637 members 
Mstep: Class 6 contains 34695 members 
Mstep: Class 7 contains 24904 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 9 contains 47781 members 
Mstep: Class 10 contains 23960 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 53430 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 17015 members 
Mstep: Class 16 contains 44024 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 21343 members 
Mstep: Class 19 contains 49407 members 
Mstep: Class 20 contains 48585 members 
Mstep: Class 21 contains 45581 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 23 contains 49544 members 
Mstep: Class 24 contains 12035 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 15833 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19879 members 
Mstep: Class 29 contains 49796 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 52399 members 
Mstep: Class 32 contains 49797 members 
Mstep: Class 33 contains 57893 members 
Mstep: Class 34 contains 20345 members 
Mstep: Class 35 contains 32647 members 
Mstep: Class 36 contains 51660 members 
Mstep: Class 37 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196356064.000000 Penalty: 127827.164062
Iteration 52Q: 38 clusters Score -1.963561e+08 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 33164 members 
Mstep: Class 3 contains 40241 members 
Mstep: Class 4 contains 49353 members 
Mstep: Class 5 contains 54527 members 
Mstep: Class 6 contains 34530 members 
Mstep: Class 7 contains 25354 members 
Mstep: Class 8 contains 5631 members 
Mstep: Class 9 contains 47768 members 
Mstep: Class 10 contains 23339 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 55257 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 17016 members 
Mstep: Class 16 contains 44047 members 
Mstep: Class 17 contains 46625 members 
Mstep: Class 18 contains 19603 members 
Mstep: Class 19 contains 49726 members 
Mstep: Class 20 contains 48776 members 
Mstep: Class 21 contains 45491 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 49004 members 
Mstep: Class 24 contains 12007 members 
Mstep: Class 25 contains 2266 members 
Mstep: Class 26 contains 15770 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19501 members 
Mstep: Class 29 contains 49891 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 52496 members 
Mstep: Class 32 contains 49535 members 
Mstep: Class 33 contains 57829 members 
Mstep: Class 34 contains 20572 members 
Mstep: Class 35 contains 33310 members 
Mstep: Class 36 contains 51543 members 
Mstep: Class 37 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196356512.000000 Penalty: 127827.164062
Iteration 53Q: 38 clusters Score -1.963565e+08 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 33365 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 49594 members 
Mstep: Class 5 contains 54545 members 
Mstep: Class 6 contains 34356 members 
Mstep: Class 7 contains 25757 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 47729 members 
Mstep: Class 10 contains 22769 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 56628 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 17006 members 
Mstep: Class 16 contains 44053 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 18184 members 
Mstep: Class 19 contains 49958 members 
Mstep: Class 20 contains 48948 members 
Mstep: Class 21 contains 45419 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 48634 members 
Mstep: Class 24 contains 11991 members 
Mstep: Class 25 contains 2284 members 
Mstep: Class 26 contains 15705 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19208 members 
Mstep: Class 29 contains 49988 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 52526 members 
Mstep: Class 32 contains 49076 members 
Mstep: Class 33 contains 57591 members 
Mstep: Class 34 contains 20830 members 
Mstep: Class 35 contains 33970 members 
Mstep: Class 36 contains 51498 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196356384.000000 Penalty: 127827.164062
Iteration 54Q: 38 clusters Score -1.963564e+08 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 33615 members 
Mstep: Class 3 contains 40518 members 
Mstep: Class 4 contains 49811 members 
Mstep: Class 5 contains 54738 members 
Mstep: Class 6 contains 34180 members 
Mstep: Class 7 contains 26043 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 47689 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 57468 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 16982 members 
Mstep: Class 16 contains 44041 members 
Mstep: Class 17 contains 46679 members 
Mstep: Class 18 contains 16947 members 
Mstep: Class 19 contains 50145 members 
Mstep: Class 20 contains 49001 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 48655 members 
Mstep: Class 24 contains 11971 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 15660 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19009 members 
Mstep: Class 29 contains 50047 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 52513 members 
Mstep: Class 32 contains 48534 members 
Mstep: Class 33 contains 57334 members 
Mstep: Class 34 contains 21072 members 
Mstep: Class 35 contains 34595 members 
Mstep: Class 36 contains 51387 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196357008.000000 Penalty: 127827.164062
Iteration 55Q: 38 clusters Score -1.96357e+08 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 33969 members 
Mstep: Class 3 contains 40664 members 
Mstep: Class 4 contains 49999 members 
Mstep: Class 5 contains 55035 members 
Mstep: Class 6 contains 33981 members 
Mstep: Class 7 contains 26331 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 47641 members 
Mstep: Class 10 contains 21847 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4555 members 
Mstep: Class 13 contains 57956 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 44039 members 
Mstep: Class 17 contains 46780 members 
Mstep: Class 18 contains 15873 members 
Mstep: Class 19 contains 50280 members 
Mstep: Class 20 contains 48966 members 
Mstep: Class 21 contains 45370 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 48836 members 
Mstep: Class 24 contains 11943 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 15629 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 18897 members 
Mstep: Class 29 contains 49977 members 
Mstep: Class 30 contains 1423 members 
Mstep: Class 31 contains 52464 members 
Mstep: Class 32 contains 47954 members 
Mstep: Class 33 contains 57071 members 
Mstep: Class 34 contains 21345 members 
Mstep: Class 35 contains 35223 members 
Mstep: Class 36 contains 51277 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196356960.000000 Penalty: 127827.164062
Iteration 56Q: 38 clusters Score -1.96357e+08 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 34404 members 
Mstep: Class 3 contains 40776 members 
Mstep: Class 4 contains 50141 members 
Mstep: Class 5 contains 55283 members 
Mstep: Class 6 contains 33794 members 
Mstep: Class 7 contains 26561 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 47611 members 
Mstep: Class 10 contains 21504 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 58246 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 16950 members 
Mstep: Class 16 contains 44013 members 
Mstep: Class 17 contains 46911 members 
Mstep: Class 18 contains 14970 members 
Mstep: Class 19 contains 50365 members 
Mstep: Class 20 contains 48898 members 
Mstep: Class 21 contains 45304 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 49058 members 
Mstep: Class 24 contains 11937 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 18825 members 
Mstep: Class 29 contains 49951 members 
Mstep: Class 30 contains 1423 members 
Mstep: Class 31 contains 52428 members 
Mstep: Class 32 contains 47320 members 
Mstep: Class 33 contains 56745 members 
Mstep: Class 34 contains 21643 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 51227 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196357488.000000 Penalty: 127827.164062
Iteration 57Q: 38 clusters Score -1.963575e+08 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 34872 members 
Mstep: Class 3 contains 40956 members 
Mstep: Class 4 contains 50273 members 
Mstep: Class 5 contains 55430 members 
Mstep: Class 6 contains 33647 members 
Mstep: Class 7 contains 26748 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 47592 members 
Mstep: Class 10 contains 21228 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 58425 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 16930 members 
Mstep: Class 16 contains 43994 members 
Mstep: Class 17 contains 47034 members 
Mstep: Class 18 contains 14171 members 
Mstep: Class 19 contains 50433 members 
Mstep: Class 20 contains 48873 members 
Mstep: Class 21 contains 45249 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 49335 members 
Mstep: Class 24 contains 11918 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 15583 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 18790 members 
Mstep: Class 29 contains 49890 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 52440 members 
Mstep: Class 32 contains 46658 members 
Mstep: Class 33 contains 56390 members 
Mstep: Class 34 contains 21858 members 
Mstep: Class 35 contains 36506 members 
Mstep: Class 36 contains 51169 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196357936.000000 Penalty: 127827.164062
Iteration 58Q: 38 clusters Score -1.963579e+08 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 35363 members 
Mstep: Class 3 contains 41134 members 
Mstep: Class 4 contains 50430 members 
Mstep: Class 5 contains 55470 members 
Mstep: Class 6 contains 33481 members 
Mstep: Class 7 contains 26898 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 47539 members 
Mstep: Class 10 contains 20980 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 58602 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 16930 members 
Mstep: Class 16 contains 43977 members 
Mstep: Class 17 contains 47139 members 
Mstep: Class 18 contains 13428 members 
Mstep: Class 19 contains 50535 members 
Mstep: Class 20 contains 48836 members 
Mstep: Class 21 contains 45202 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 49590 members 
Mstep: Class 24 contains 11911 members 
Mstep: Class 25 contains 2390 members 
Mstep: Class 26 contains 15517 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 18783 members 
Mstep: Class 29 contains 49835 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 52426 members 
Mstep: Class 32 contains 46032 members 
Mstep: Class 33 contains 56114 members 
Mstep: Class 34 contains 22070 members 
Mstep: Class 35 contains 37124 members 
Mstep: Class 36 contains 51131 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196359312.000000 Penalty: 127827.164062
Iteration 59Q: 38 clusters Score -1.963593e+08 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 35855 members 
Mstep: Class 3 contains 41276 members 
Mstep: Class 4 contains 50594 members 
Mstep: Class 5 contains 55442 members 
Mstep: Class 6 contains 33344 members 
Mstep: Class 7 contains 27012 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 47484 members 
Mstep: Class 10 contains 20770 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 4518 members 
Mstep: Class 13 contains 58695 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 16930 members 
Mstep: Class 16 contains 43946 members 
Mstep: Class 17 contains 47223 members 
Mstep: Class 18 contains 12775 members 
Mstep: Class 19 contains 50620 members 
Mstep: Class 20 contains 48782 members 
Mstep: Class 21 contains 45182 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 49804 members 
Mstep: Class 24 contains 11907 members 
Mstep: Class 25 contains 2406 members 
Mstep: Class 26 contains 15491 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 18814 members 
Mstep: Class 29 contains 49787 members 
Mstep: Class 30 contains 1425 members 
Mstep: Class 31 contains 52401 members 
Mstep: Class 32 contains 45381 members 
Mstep: Class 33 contains 55825 members 
Mstep: Class 34 contains 22306 members 
Mstep: Class 35 contains 37794 members 
Mstep: Class 36 contains 51111 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360000.000000 Penalty: 127827.164062
Iteration 60F: 38 clusters Score -1.9636e+08 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 36321 members 
Mstep: Class 3 contains 41369 members 
Mstep: Class 4 contains 50736 members 
Mstep: Class 5 contains 55409 members 
Mstep: Class 6 contains 33226 members 
Mstep: Class 7 contains 27080 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 47416 members 
Mstep: Class 10 contains 20557 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4518 members 
Mstep: Class 13 contains 58787 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 16929 members 
Mstep: Class 16 contains 43923 members 
Mstep: Class 17 contains 47334 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 50696 members 
Mstep: Class 20 contains 48754 members 
Mstep: Class 21 contains 45151 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 49955 members 
Mstep: Class 24 contains 11891 members 
Mstep: Class 25 contains 2414 members 
Mstep: Class 26 contains 15444 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 18855 members 
Mstep: Class 29 contains 49759 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 52412 members 
Mstep: Class 32 contains 44765 members 
Mstep: Class 33 contains 56170 members 
Mstep: Class 34 contains 22547 members 
Mstep: Class 35 contains 38405 members 
Mstep: Class 36 contains 51046 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360144.000000 Penalty: 127827.164062
Iteration 61Q: 38 clusters Score -1.963601e+08 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 36832 members 
Mstep: Class 3 contains 41461 members 
Mstep: Class 4 contains 50842 members 
Mstep: Class 5 contains 55420 members 
Mstep: Class 6 contains 33120 members 
Mstep: Class 7 contains 27095 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 47360 members 
Mstep: Class 10 contains 20356 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 16924 members 
Mstep: Class 16 contains 43890 members 
Mstep: Class 17 contains 47405 members 
Mstep: Class 18 contains 10674 members 
Mstep: Class 19 contains 50754 members 
Mstep: Class 20 contains 48689 members 
Mstep: Class 21 contains 45152 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 49995 members 
Mstep: Class 24 contains 11874 members 
Mstep: Class 25 contains 2427 members 
Mstep: Class 26 contains 15422 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 18955 members 
Mstep: Class 29 contains 49701 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 52451 members 
Mstep: Class 32 contains 44140 members 
Mstep: Class 33 contains 56389 members 
Mstep: Class 34 contains 22769 members 
Mstep: Class 35 contains 38989 members 
Mstep: Class 36 contains 51027 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360480.000000 Penalty: 127827.164062
Iteration 62Q: 38 clusters Score -1.963605e+08 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 37395 members 
Mstep: Class 3 contains 41538 members 
Mstep: Class 4 contains 50942 members 
Mstep: Class 5 contains 55428 members 
Mstep: Class 6 contains 33015 members 
Mstep: Class 7 contains 27052 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 47290 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4541 members 
Mstep: Class 13 contains 58995 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 43855 members 
Mstep: Class 17 contains 47442 members 
Mstep: Class 18 contains 9839 members 
Mstep: Class 19 contains 50746 members 
Mstep: Class 20 contains 48643 members 
Mstep: Class 21 contains 45157 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 49986 members 
Mstep: Class 24 contains 11867 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 15383 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19048 members 
Mstep: Class 29 contains 49655 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 52477 members 
Mstep: Class 32 contains 43491 members 
Mstep: Class 33 contains 56609 members 
Mstep: Class 34 contains 23025 members 
Mstep: Class 35 contains 39604 members 
Mstep: Class 36 contains 51010 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360784.000000 Penalty: 127827.164062
Iteration 63Q: 38 clusters Score -1.963608e+08 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 37956 members 
Mstep: Class 3 contains 41583 members 
Mstep: Class 4 contains 51060 members 
Mstep: Class 5 contains 55459 members 
Mstep: Class 6 contains 32882 members 
Mstep: Class 7 contains 26983 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 47261 members 
Mstep: Class 10 contains 19954 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 59058 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 43810 members 
Mstep: Class 17 contains 47513 members 
Mstep: Class 18 contains 9161 members 
Mstep: Class 19 contains 50774 members 
Mstep: Class 20 contains 48713 members 
Mstep: Class 21 contains 45100 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 49975 members 
Mstep: Class 24 contains 11863 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 15316 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19176 members 
Mstep: Class 29 contains 49638 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 52460 members 
Mstep: Class 32 contains 42796 members 
Mstep: Class 33 contains 56746 members 
Mstep: Class 34 contains 23244 members 
Mstep: Class 35 contains 40206 members 
Mstep: Class 36 contains 50986 members 
Mstep: Class 37 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360000.000000 Penalty: 127827.164062
Iteration 64Q: 38 clusters Score -1.9636e+08 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 38504 members 
Mstep: Class 3 contains 41616 members 
Mstep: Class 4 contains 51181 members 
Mstep: Class 5 contains 55448 members 
Mstep: Class 6 contains 32772 members 
Mstep: Class 7 contains 26861 members 
Mstep: Class 8 contains 5652 members 
Mstep: Class 9 contains 47235 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 59122 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 16893 members 
Mstep: Class 16 contains 43766 members 
Mstep: Class 17 contains 47544 members 
Mstep: Class 18 contains 8589 members 
Mstep: Class 19 contains 50777 members 
Mstep: Class 20 contains 48740 members 
Mstep: Class 21 contains 45039 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 50018 members 
Mstep: Class 24 contains 11861 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 15263 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19285 members 
Mstep: Class 29 contains 49645 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 52443 members 
Mstep: Class 32 contains 42183 members 
Mstep: Class 33 contains 56792 members 
Mstep: Class 34 contains 23479 members 
Mstep: Class 35 contains 40812 members 
Mstep: Class 36 contains 50972 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360112.000000 Penalty: 127827.164062
Iteration 65Q: 38 clusters Score -1.963601e+08 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 39008 members 
Mstep: Class 3 contains 41670 members 
Mstep: Class 4 contains 51309 members 
Mstep: Class 5 contains 55406 members 
Mstep: Class 6 contains 32642 members 
Mstep: Class 7 contains 26768 members 
Mstep: Class 8 contains 5652 members 
Mstep: Class 9 contains 47221 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 59171 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 43715 members 
Mstep: Class 17 contains 47529 members 
Mstep: Class 18 contains 8071 members 
Mstep: Class 19 contains 50821 members 
Mstep: Class 20 contains 48804 members 
Mstep: Class 21 contains 44973 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 50056 members 
Mstep: Class 24 contains 11858 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 15227 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19406 members 
Mstep: Class 29 contains 49620 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 52457 members 
Mstep: Class 32 contains 41625 members 
Mstep: Class 33 contains 56746 members 
Mstep: Class 34 contains 23713 members 
Mstep: Class 35 contains 41410 members 
Mstep: Class 36 contains 50920 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196360800.000000 Penalty: 127827.164062
Iteration 66Q: 38 clusters Score -1.963608e+08 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 39572 members 
Mstep: Class 3 contains 41693 members 
Mstep: Class 4 contains 51433 members 
Mstep: Class 5 contains 55342 members 
Mstep: Class 6 contains 32530 members 
Mstep: Class 7 contains 26661 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 47191 members 
Mstep: Class 10 contains 19516 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 59210 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 43664 members 
Mstep: Class 17 contains 47487 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 50809 members 
Mstep: Class 20 contains 48833 members 
Mstep: Class 21 contains 44941 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 50061 members 
Mstep: Class 24 contains 11862 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 15186 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19589 members 
Mstep: Class 29 contains 49611 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 52435 members 
Mstep: Class 32 contains 41089 members 
Mstep: Class 33 contains 56666 members 
Mstep: Class 34 contains 23952 members 
Mstep: Class 35 contains 42027 members 
Mstep: Class 36 contains 50838 members 
Mstep: Class 37 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196361536.000000 Penalty: 127827.164062
Iteration 67Q: 38 clusters Score -1.963615e+08 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 40153 members 
Mstep: Class 3 contains 41697 members 
Mstep: Class 4 contains 51540 members 
Mstep: Class 5 contains 55352 members 
Mstep: Class 6 contains 32372 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 47144 members 
Mstep: Class 10 contains 19392 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 59226 members 
Mstep: Class 14 contains 350 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 43613 members 
Mstep: Class 17 contains 47416 members 
Mstep: Class 18 contains 7330 members 
Mstep: Class 19 contains 50820 members 
Mstep: Class 20 contains 48814 members 
Mstep: Class 21 contains 44885 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 50006 members 
Mstep: Class 24 contains 11852 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 15151 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 19781 members 
Mstep: Class 29 contains 49605 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 52420 members 
Mstep: Class 32 contains 40584 members 
Mstep: Class 33 contains 56520 members 
Mstep: Class 34 contains 24198 members 
Mstep: Class 35 contains 42662 members 
Mstep: Class 36 contains 50787 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196362960.000000 Penalty: 127827.164062
Iteration 68Q: 38 clusters Score -1.96363e+08 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 40740 members 
Mstep: Class 3 contains 41697 members 
Mstep: Class 4 contains 51633 members 
Mstep: Class 5 contains 55377 members 
Mstep: Class 6 contains 32212 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 47119 members 
Mstep: Class 10 contains 19297 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 59242 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 16878 members 
Mstep: Class 16 contains 43577 members 
Mstep: Class 17 contains 47315 members 
Mstep: Class 18 contains 7020 members 
Mstep: Class 19 contains 50815 members 
Mstep: Class 20 contains 48812 members 
Mstep: Class 21 contains 44788 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 49919 members 
Mstep: Class 24 contains 11833 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 15139 members 
Mstep: Class 27 contains 985 members 
Mstep: Class 28 contains 19997 members 
Mstep: Class 29 contains 49590 members 
Mstep: Class 30 contains 1425 members 
Mstep: Class 31 contains 52408 members 
Mstep: Class 32 contains 40081 members 
Mstep: Class 33 contains 56376 members 
Mstep: Class 34 contains 24432 members 
Mstep: Class 35 contains 43269 members 
Mstep: Class 36 contains 50768 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196363552.000000 Penalty: 127827.164062
Iteration 69Q: 38 clusters Score -1.963636e+08 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 41334 members 
Mstep: Class 3 contains 41685 members 
Mstep: Class 4 contains 51727 members 
Mstep: Class 5 contains 55333 members 
Mstep: Class 6 contains 32072 members 
Mstep: Class 7 contains 26449 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 47074 members 
Mstep: Class 10 contains 19200 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4507 members 
Mstep: Class 13 contains 59264 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 43545 members 
Mstep: Class 17 contains 47141 members 
Mstep: Class 18 contains 6774 members 
Mstep: Class 19 contains 50806 members 
Mstep: Class 20 contains 48825 members 
Mstep: Class 21 contains 44655 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 49817 members 
Mstep: Class 24 contains 11827 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 15147 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 20231 members 
Mstep: Class 29 contains 49575 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 52382 members 
Mstep: Class 32 contains 39674 members 
Mstep: Class 33 contains 56213 members 
Mstep: Class 34 contains 24646 members 
Mstep: Class 35 contains 43880 members 
Mstep: Class 36 contains 50748 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196364144.000000 Penalty: 127827.164062
Iteration 70Q: 38 clusters Score -1.963641e+08 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 41903 members 
Mstep: Class 3 contains 41684 members 
Mstep: Class 4 contains 51811 members 
Mstep: Class 5 contains 55308 members 
Mstep: Class 6 contains 31963 members 
Mstep: Class 7 contains 26351 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 47034 members 
Mstep: Class 10 contains 19104 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 59306 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 43518 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 50771 members 
Mstep: Class 20 contains 48865 members 
Mstep: Class 21 contains 44542 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 49704 members 
Mstep: Class 24 contains 11807 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 15155 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 20476 members 
Mstep: Class 29 contains 49523 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 52353 members 
Mstep: Class 32 contains 39279 members 
Mstep: Class 33 contains 56047 members 
Mstep: Class 34 contains 24877 members 
Mstep: Class 35 contains 44444 members 
Mstep: Class 36 contains 50698 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196364912.000000 Penalty: 127827.164062
Iteration 71Q: 38 clusters Score -1.963649e+08 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 42427 members 
Mstep: Class 3 contains 41673 members 
Mstep: Class 4 contains 51875 members 
Mstep: Class 5 contains 55261 members 
Mstep: Class 6 contains 31854 members 
Mstep: Class 7 contains 26257 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 47001 members 
Mstep: Class 10 contains 18992 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4513 members 
Mstep: Class 13 contains 59352 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 43491 members 
Mstep: Class 17 contains 46760 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 50733 members 
Mstep: Class 20 contains 48831 members 
Mstep: Class 21 contains 44470 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49629 members 
Mstep: Class 24 contains 11797 members 
Mstep: Class 25 contains 2459 members 
Mstep: Class 26 contains 15173 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 20724 members 
Mstep: Class 29 contains 49450 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 52312 members 
Mstep: Class 32 contains 38916 members 
Mstep: Class 33 contains 55929 members 
Mstep: Class 34 contains 25087 members 
Mstep: Class 35 contains 44980 members 
Mstep: Class 36 contains 50637 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196365696.000000 Penalty: 127827.164062
Iteration 72Q: 38 clusters Score -1.963657e+08 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 42913 members 
Mstep: Class 3 contains 41642 members 
Mstep: Class 4 contains 51921 members 
Mstep: Class 5 contains 55208 members 
Mstep: Class 6 contains 31745 members 
Mstep: Class 7 contains 26193 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 46944 members 
Mstep: Class 10 contains 18903 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4523 members 
Mstep: Class 13 contains 59368 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 43478 members 
Mstep: Class 17 contains 46614 members 
Mstep: Class 18 contains 6275 members 
Mstep: Class 19 contains 50708 members 
Mstep: Class 20 contains 48769 members 
Mstep: Class 21 contains 44414 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49591 members 
Mstep: Class 24 contains 11786 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 15188 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 20995 members 
Mstep: Class 29 contains 49379 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 52285 members 
Mstep: Class 32 contains 38523 members 
Mstep: Class 33 contains 55780 members 
Mstep: Class 34 contains 25310 members 
Mstep: Class 35 contains 45490 members 
Mstep: Class 36 contains 50597 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196366576.000000 Penalty: 127827.164062
Iteration 73Q: 38 clusters Score -1.963666e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 43390 members 
Mstep: Class 3 contains 41626 members 
Mstep: Class 4 contains 51968 members 
Mstep: Class 5 contains 55172 members 
Mstep: Class 6 contains 31663 members 
Mstep: Class 7 contains 26141 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 46876 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 59362 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 16947 members 
Mstep: Class 16 contains 43472 members 
Mstep: Class 17 contains 46449 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 50639 members 
Mstep: Class 20 contains 48756 members 
Mstep: Class 21 contains 44324 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49532 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 15201 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 21268 members 
Mstep: Class 29 contains 49332 members 
Mstep: Class 30 contains 1377 members 
Mstep: Class 31 contains 52261 members 
Mstep: Class 32 contains 38182 members 
Mstep: Class 33 contains 55622 members 
Mstep: Class 34 contains 25530 members 
Mstep: Class 35 contains 45926 members 
Mstep: Class 36 contains 50532 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196367200.000000 Penalty: 127827.164062
Iteration 74Q: 38 clusters Score -1.963672e+08 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 43758 members 
Mstep: Class 3 contains 41586 members 
Mstep: Class 4 contains 52001 members 
Mstep: Class 5 contains 55117 members 
Mstep: Class 6 contains 31599 members 
Mstep: Class 7 contains 26082 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 46810 members 
Mstep: Class 10 contains 18733 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 59342 members 
Mstep: Class 14 contains 413 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 43483 members 
Mstep: Class 17 contains 46330 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 50545 members 
Mstep: Class 20 contains 48765 members 
Mstep: Class 21 contains 44241 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49465 members 
Mstep: Class 24 contains 11764 members 
Mstep: Class 25 contains 2463 members 
Mstep: Class 26 contains 15203 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 21574 members 
Mstep: Class 29 contains 49245 members 
Mstep: Class 30 contains 1360 members 
Mstep: Class 31 contains 52268 members 
Mstep: Class 32 contains 37897 members 
Mstep: Class 33 contains 55502 members 
Mstep: Class 34 contains 25747 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 50531 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196367920.000000 Penalty: 127827.164062
Iteration 75Q: 38 clusters Score -1.963679e+08 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 44079 members 
Mstep: Class 3 contains 41565 members 
Mstep: Class 4 contains 52031 members 
Mstep: Class 5 contains 55039 members 
Mstep: Class 6 contains 31512 members 
Mstep: Class 7 contains 26047 members 
Mstep: Class 8 contains 5639 members 
Mstep: Class 9 contains 46767 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 59322 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 16946 members 
Mstep: Class 16 contains 43493 members 
Mstep: Class 17 contains 46265 members 
Mstep: Class 18 contains 5990 members 
Mstep: Class 19 contains 50442 members 
Mstep: Class 20 contains 48827 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49388 members 
Mstep: Class 24 contains 11747 members 
Mstep: Class 25 contains 2463 members 
Mstep: Class 26 contains 15219 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 21917 members 
Mstep: Class 29 contains 49192 members 
Mstep: Class 30 contains 1345 members 
Mstep: Class 31 contains 52261 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 55386 members 
Mstep: Class 34 contains 25979 members 
Mstep: Class 35 contains 46622 members 
Mstep: Class 36 contains 50475 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196367280.000000 Penalty: 127827.164062
Iteration 76Q: 38 clusters Score -1.963673e+08 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 44304 members 
Mstep: Class 3 contains 41550 members 
Mstep: Class 4 contains 52060 members 
Mstep: Class 5 contains 54969 members 
Mstep: Class 6 contains 31406 members 
Mstep: Class 7 contains 26007 members 
Mstep: Class 8 contains 5633 members 
Mstep: Class 9 contains 46717 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 59279 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 43502 members 
Mstep: Class 17 contains 46245 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 50326 members 
Mstep: Class 20 contains 48887 members 
Mstep: Class 21 contains 44092 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49289 members 
Mstep: Class 24 contains 11741 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 15219 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 22292 members 
Mstep: Class 29 contains 49093 members 
Mstep: Class 30 contains 1331 members 
Mstep: Class 31 contains 52264 members 
Mstep: Class 32 contains 37459 members 
Mstep: Class 33 contains 55278 members 
Mstep: Class 34 contains 26253 members 
Mstep: Class 35 contains 46840 members 
Mstep: Class 36 contains 50423 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196368064.000000 Penalty: 127827.164062
Iteration 77Q: 38 clusters Score -1.963681e+08 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 44441 members 
Mstep: Class 3 contains 41520 members 
Mstep: Class 4 contains 52083 members 
Mstep: Class 5 contains 54891 members 
Mstep: Class 6 contains 31304 members 
Mstep: Class 7 contains 25964 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 46691 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 59209 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 43496 members 
Mstep: Class 17 contains 46245 members 
Mstep: Class 18 contains 5810 members 
Mstep: Class 19 contains 50227 members 
Mstep: Class 20 contains 49008 members 
Mstep: Class 21 contains 44002 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49212 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15213 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 22689 members 
Mstep: Class 29 contains 49049 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 52279 members 
Mstep: Class 32 contains 37346 members 
Mstep: Class 33 contains 55163 members 
Mstep: Class 34 contains 26543 members 
Mstep: Class 35 contains 46991 members 
Mstep: Class 36 contains 50345 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196368368.000000 Penalty: 127827.164062
Iteration 78Q: 38 clusters Score -1.963684e+08 nChanged 5919
Entering ConstructFrom: 
Score: -196368368.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (56239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Entering Unmasked Estep 
Score: -10044636.000000 Penalty: 2712.466553
	Iteration 0F: 2 clusters Score -1.004464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -10013732.000000 Penalty: 5424.933105
	Iteration 0F: 3 clusters Score -1.001373e+07 nChanged 25902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -10028408.000000 Penalty: 5424.933105
	Iteration 1F: 3 clusters Score -1.002841e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -10028929.000000 Penalty: 5424.933105
	Iteration 2Q: 3 clusters Score -1.002893e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -10029429.000000 Penalty: 5424.933105
	Iteration 3Q: 3 clusters Score -1.002943e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -10029852.000000 Penalty: 5424.933105
	Iteration 4Q: 3 clusters Score -1.002985e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -10030331.000000 Penalty: 5424.933105
	Iteration 5Q: 3 clusters Score -1.003033e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -10030817.000000 Penalty: 5424.933105
	Iteration 6Q: 3 clusters Score -1.003082e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -10031300.000000 Penalty: 5424.933105
	Iteration 7Q: 3 clusters Score -1.00313e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -10032055.000000 Penalty: 5424.933105
	Iteration 8Q: 3 clusters Score -1.003206e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -10032986.000000 Penalty: 5424.933105
	Iteration 9Q: 3 clusters Score -1.003299e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -10034355.000000 Penalty: 5424.933105
	Iteration 10Q: 3 clusters Score -1.003436e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -10036194.000000 Penalty: 5424.933105
	Iteration 11Q: 3 clusters Score -1.003619e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -10038435.000000 Penalty: 5424.933105
	Iteration 12F: 3 clusters Score -1.003844e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -10040460.000000 Penalty: 5424.933105
	Iteration 13F: 3 clusters Score -1.004046e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -10041814.000000 Penalty: 5424.933105
	Iteration 14Q: 3 clusters Score -1.004181e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -10042560.000000 Penalty: 5424.933105
	Iteration 15Q: 3 clusters Score -1.004256e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -10042999.000000 Penalty: 5424.933105
	Iteration 16Q: 3 clusters Score -1.0043e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -10043169.000000 Penalty: 5424.933105
	Iteration 17Q: 3 clusters Score -1.004317e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -10043242.000000 Penalty: 5424.933105
	Iteration 18Q: 3 clusters Score -1.004324e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -10043268.000000 Penalty: 5424.933105
	Iteration 19Q: 3 clusters Score -1.004327e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -10043261.000000 Penalty: 5424.933105
	Iteration 20F: 3 clusters Score -1.004326e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -10043277.000000 Penalty: 5424.933105
	Iteration 21Q: 3 clusters Score -1.004328e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -10043217.000000 Penalty: 5424.933105
	Iteration 22Q: 3 clusters Score -1.004322e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -10043231.000000 Penalty: 5424.933105
	Iteration 23Q: 3 clusters Score -1.004323e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -10043211.000000 Penalty: 5424.933105
	Iteration 24Q: 3 clusters Score -1.004321e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -10043205.000000 Penalty: 5424.933105
	Iteration 25Q: 3 clusters Score -1.00432e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -10043214.000000 Penalty: 5424.933105
	Iteration 26Q: 3 clusters Score -1.004321e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -10043170.000000 Penalty: 5424.933105
	Iteration 27Q: 3 clusters Score -1.004317e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -10043155.000000 Penalty: 5424.933105
	Iteration 28Q: 3 clusters Score -1.004316e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -10043137.000000 Penalty: 5424.933105
	Iteration 29Q: 3 clusters Score -1.004314e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -10043095.000000 Penalty: 5424.933105
	Iteration 30Q: 3 clusters Score -1.00431e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -10043070.000000 Penalty: 5424.933105
	Iteration 31Q: 3 clusters Score -1.004307e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -10043041.000000 Penalty: 5424.933105
	Iteration 32Q: 3 clusters Score -1.004304e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -10043062.000000 Penalty: 5424.933105
	Iteration 33Q: 3 clusters Score -1.004306e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -10043078.000000 Penalty: 5424.933105
	Iteration 34Q: 3 clusters Score -1.004308e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -10043089.000000 Penalty: 5424.933105
	Iteration 35Q: 3 clusters Score -1.004309e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -10043098.000000 Penalty: 5424.933105
	Iteration 36Q: 3 clusters Score -1.00431e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -10043091.000000 Penalty: 5424.933105
	Iteration 37Q: 3 clusters Score -1.004309e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -10043093.000000 Penalty: 5424.933105
	Iteration 38Q: 3 clusters Score -1.004309e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -10043112.000000 Penalty: 5424.933105
	Iteration 39Q: 3 clusters Score -1.004311e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -10043102.000000 Penalty: 5424.933105
	Iteration 40F: 3 clusters Score -1.00431e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -10043088.000000 Penalty: 5424.933105
	Iteration 41Q: 3 clusters Score -1.004309e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -10043067.000000 Penalty: 5424.933105
	Iteration 42Q: 3 clusters Score -1.004307e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -10043051.000000 Penalty: 5424.933105
	Iteration 43Q: 3 clusters Score -1.004305e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -10043045.000000 Penalty: 5424.933105
	Iteration 44Q: 3 clusters Score -1.004304e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -10043043.000000 Penalty: 5424.933105
	Iteration 45Q: 3 clusters Score -1.004304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -10043045.000000 Penalty: 5424.933105
	Iteration 46Q: 3 clusters Score -1.004304e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -10043022.000000 Penalty: 5424.933105
	Iteration 47Q: 3 clusters Score -1.004302e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -10043025.000000 Penalty: 5424.933105
	Iteration 48Q: 3 clusters Score -1.004302e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -10043040.000000 Penalty: 5424.933105
	Iteration 49Q: 3 clusters Score -1.004304e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -10043014.000000 Penalty: 5424.933105
	Iteration 50Q: 3 clusters Score -1.004301e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -10043006.000000 Penalty: 5424.933105
	Iteration 51Q: 3 clusters Score -1.004301e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -10042991.000000 Penalty: 5424.933105
	Iteration 52Q: 3 clusters Score -1.004299e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -10042974.000000 Penalty: 5424.933105
	Iteration 53Q: 3 clusters Score -1.004297e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -10042953.000000 Penalty: 5424.933105
	Iteration 54Q: 3 clusters Score -1.004295e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -10042962.000000 Penalty: 5424.933105
	Iteration 55Q: 3 clusters Score -1.004296e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -10042965.000000 Penalty: 5424.933105
	Iteration 56Q: 3 clusters Score -1.004296e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -10042975.000000 Penalty: 5424.933105
	Iteration 57Q: 3 clusters Score -1.004298e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -10043007.000000 Penalty: 5424.933105
	Iteration 58Q: 3 clusters Score -1.004301e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -10042975.000000 Penalty: 5424.933105
	Iteration 59Q: 3 clusters Score -1.004298e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -10042974.000000 Penalty: 5424.933105
	Iteration 60F: 3 clusters Score -1.004297e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -10042965.000000 Penalty: 5424.933105
	Iteration 61Q: 3 clusters Score -1.004296e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -10042969.000000 Penalty: 5424.933105
	Iteration 62Q: 3 clusters Score -1.004297e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -10042980.000000 Penalty: 5424.933105
	Iteration 63Q: 3 clusters Score -1.004298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -10042970.000000 Penalty: 5424.933105
	Iteration 64Q: 3 clusters Score -1.004297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -10042933.000000 Penalty: 5424.933105
	Iteration 65Q: 3 clusters Score -1.004293e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -10042907.000000 Penalty: 5424.933105
	Iteration 66Q: 3 clusters Score -1.004291e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -10042930.000000 Penalty: 5424.933105
	Iteration 67Q: 3 clusters Score -1.004293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -10042931.000000 Penalty: 5424.933105
	Iteration 68Q: 3 clusters Score -1.004293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -10042910.000000 Penalty: 5424.933105
	Iteration 69Q: 3 clusters Score -1.004291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -10042913.000000 Penalty: 5424.933105
	Iteration 70Q: 3 clusters Score -1.004291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -10042893.000000 Penalty: 5424.933105
	Iteration 71Q: 3 clusters Score -1.004289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -10042882.000000 Penalty: 5424.933105
	Iteration 72Q: 3 clusters Score -1.004288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -10042892.000000 Penalty: 5424.933105
	Iteration 73Q: 3 clusters Score -1.004289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -10042903.000000 Penalty: 5424.933105
	Iteration 74Q: 3 clusters Score -1.00429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -10042888.000000 Penalty: 5424.933105
	Iteration 75Q: 3 clusters Score -1.004289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -10042884.000000 Penalty: 5424.933105
	Iteration 76Q: 3 clusters Score -1.004288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -10042879.000000 Penalty: 5424.933105
	Iteration 77Q: 3 clusters Score -1.004288e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -10042890.000000 Penalty: 5424.933105
	Iteration 78Q: 3 clusters Score -1.004289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -10042873.000000 Penalty: 5424.933105
	Iteration 79Q: 3 clusters Score -1.004287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -10042863.000000 Penalty: 5424.933105
	Iteration 80F: 3 clusters Score -1.004286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -10042869.000000 Penalty: 5424.933105
	Iteration 81Q: 3 clusters Score -1.004287e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -10042872.000000 Penalty: 5424.933105
	Iteration 82Q: 3 clusters Score -1.004287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -10042854.000000 Penalty: 5424.933105
	Iteration 83Q: 3 clusters Score -1.004285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -10042864.000000 Penalty: 5424.933105
	Iteration 84Q: 3 clusters Score -1.004286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -10042867.000000 Penalty: 5424.933105
	Iteration 85Q: 3 clusters Score -1.004287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -10042871.000000 Penalty: 5424.933105
	Iteration 86Q: 3 clusters Score -1.004287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -10042880.000000 Penalty: 5424.933105
	Iteration 87Q: 3 clusters Score -1.004288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -10042889.000000 Penalty: 5424.933105
	Iteration 88Q: 3 clusters Score -1.004289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -10042867.000000 Penalty: 5424.933105
	Iteration 89Q: 3 clusters Score -1.004287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -10042852.000000 Penalty: 5424.933105
	Iteration 90Q: 3 clusters Score -1.004285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -10042855.000000 Penalty: 5424.933105
	Iteration 91Q: 3 clusters Score -1.004286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -10042844.000000 Penalty: 5424.933105
	Iteration 92Q: 3 clusters Score -1.004284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -10042853.000000 Penalty: 5424.933105
	Iteration 93Q: 3 clusters Score -1.004285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -10042831.000000 Penalty: 5424.933105
	Iteration 94Q: 3 clusters Score -1.004283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -10042835.000000 Penalty: 5424.933105
	Iteration 95Q: 3 clusters Score -1.004284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -10042837.000000 Penalty: 5424.933105
	Iteration 96Q: 3 clusters Score -1.004284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -10042829.000000 Penalty: 5424.933105
	Iteration 97Q: 3 clusters Score -1.004283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -10042818.000000 Penalty: 5424.933105
	Iteration 98Q: 3 clusters Score -1.004282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -10042816.000000 Penalty: 5424.933105
	Iteration 99Q: 3 clusters Score -1.004282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -10042815.000000 Penalty: 5424.933105
	Iteration 100F: 3 clusters Score -1.004282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -10042802.000000 Penalty: 5424.933105
	Iteration 101Q: 3 clusters Score -1.00428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -10042816.000000 Penalty: 5424.933105
	Iteration 102Q: 3 clusters Score -1.004282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -10042805.000000 Penalty: 5424.933105
	Iteration 103Q: 3 clusters Score -1.00428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -10042805.000000 Penalty: 5424.933105
	Iteration 104Q: 3 clusters Score -1.00428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -10042798.000000 Penalty: 5424.933105
	Iteration 105Q: 3 clusters Score -1.00428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -10042796.000000 Penalty: 5424.933105
	Iteration 106Q: 3 clusters Score -1.00428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -10042819.000000 Penalty: 5424.933105
	Iteration 107Q: 3 clusters Score -1.004282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -10042815.000000 Penalty: 5424.933105
	Iteration 108Q: 3 clusters Score -1.004282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -10042798.000000 Penalty: 5424.933105
	Iteration 109Q: 3 clusters Score -1.00428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -10042806.000000 Penalty: 5424.933105
	Iteration 110Q: 3 clusters Score -1.004281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -10042825.000000 Penalty: 5424.933105
	Iteration 111Q: 3 clusters Score -1.004282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -10042815.000000 Penalty: 5424.933105
	Iteration 112Q: 3 clusters Score -1.004282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -10042816.000000 Penalty: 5424.933105
	Iteration 113Q: 3 clusters Score -1.004282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -10042809.000000 Penalty: 5424.933105
	Iteration 114Q: 3 clusters Score -1.004281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -10042814.000000 Penalty: 5424.933105
	Iteration 115Q: 3 clusters Score -1.004281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -10042817.000000 Penalty: 5424.933105
	Iteration 116Q: 3 clusters Score -1.004282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -10042826.000000 Penalty: 5424.933105
	Iteration 117Q: 3 clusters Score -1.004283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -10042824.000000 Penalty: 5424.933105
	Iteration 118Q: 3 clusters Score -1.004282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -10042814.000000 Penalty: 5424.933105
	Iteration 119Q: 3 clusters Score -1.004281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -10042803.000000 Penalty: 5424.933105
	Iteration 120F: 3 clusters Score -1.00428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -10042811.000000 Penalty: 5424.933105
	Iteration 121Q: 3 clusters Score -1.004281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -10042794.000000 Penalty: 5424.933105
	Iteration 122Q: 3 clusters Score -1.004279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -10042787.000000 Penalty: 5424.933105
	Iteration 123Q: 3 clusters Score -1.004279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -10042812.000000 Penalty: 5424.933105
	Iteration 124Q: 3 clusters Score -1.004281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -10042811.000000 Penalty: 5424.933105
	Iteration 125Q: 3 clusters Score -1.004281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -10042811.000000 Penalty: 5424.933105
	Iteration 126Q: 3 clusters Score -1.004281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -10042808.000000 Penalty: 5424.933105
	Iteration 127Q: 3 clusters Score -1.004281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -10042816.000000 Penalty: 5424.933105
	Iteration 128Q: 3 clusters Score -1.004282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -10042816.000000 Penalty: 5424.933105
	Iteration 129Q: 3 clusters Score -1.004282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -10042814.000000 Penalty: 5424.933105
	Iteration 130Q: 3 clusters Score -1.004281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -10042813.000000 Penalty: 5424.933105
	Iteration 131Q: 3 clusters Score -1.004281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -10042808.000000 Penalty: 5424.933105
	Iteration 132Q: 3 clusters Score -1.004281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -10042804.000000 Penalty: 5424.933105
	Iteration 133Q: 3 clusters Score -1.00428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -10042804.000000 Penalty: 5424.933105
	Iteration 134Q: 3 clusters Score -1.00428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -10042802.000000 Penalty: 5424.933105
	Iteration 135Q: 3 clusters Score -1.00428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -10042798.000000 Penalty: 5424.933105
	Iteration 136Q: 3 clusters Score -1.00428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -10042793.000000 Penalty: 5424.933105
	Iteration 137Q: 3 clusters Score -1.004279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -10042799.000000 Penalty: 5424.933105
	Iteration 138Q: 3 clusters Score -1.00428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -10042803.000000 Penalty: 5424.933105
	Iteration 139Q: 3 clusters Score -1.00428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -10042801.000000 Penalty: 5424.933105
	Iteration 140F: 3 clusters Score -1.00428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -10042798.000000 Penalty: 5424.933105
	Iteration 141Q: 3 clusters Score -1.00428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -10042793.000000 Penalty: 5424.933105
	Iteration 142Q: 3 clusters Score -1.004279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -10042803.000000 Penalty: 5424.933105
	Iteration 143Q: 3 clusters Score -1.00428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -10042799.000000 Penalty: 5424.933105
	Iteration 144Q: 3 clusters Score -1.00428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -10042795.000000 Penalty: 5424.933105
	Iteration 145Q: 3 clusters Score -1.00428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -10042800.000000 Penalty: 5424.933105
	Iteration 146Q: 3 clusters Score -1.00428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -10042802.000000 Penalty: 5424.933105
	Iteration 147Q: 3 clusters Score -1.00428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -10042802.000000 Penalty: 5424.933105
	Iteration 148Q: 3 clusters Score -1.00428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -10042809.000000 Penalty: 5424.933105
	Iteration 149Q: 3 clusters Score -1.004281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -10042797.000000 Penalty: 5424.933105
	Iteration 150Q: 3 clusters Score -1.00428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -10042797.000000 Penalty: 5424.933105
	Iteration 151Q: 3 clusters Score -1.00428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -10042791.000000 Penalty: 5424.933105
	Iteration 152Q: 3 clusters Score -1.004279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -10042782.000000 Penalty: 5424.933105
	Iteration 153Q: 3 clusters Score -1.004278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -10042794.000000 Penalty: 5424.933105
	Iteration 154Q: 3 clusters Score -1.004279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -10042790.000000 Penalty: 5424.933105
	Iteration 155Q: 3 clusters Score -1.004279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -10042786.000000 Penalty: 5424.933105
	Iteration 156Q: 3 clusters Score -1.004279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -10042785.000000 Penalty: 5424.933105
	Iteration 157Q: 3 clusters Score -1.004278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -10042776.000000 Penalty: 5424.933105
	Iteration 158Q: 3 clusters Score -1.004278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -10042770.000000 Penalty: 5424.933105
	Iteration 159Q: 3 clusters Score -1.004277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -10042769.000000 Penalty: 5424.933105
	Iteration 160F: 3 clusters Score -1.004277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -10042764.000000 Penalty: 5424.933105
	Iteration 161Q: 3 clusters Score -1.004276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -10042760.000000 Penalty: 5424.933105
	Iteration 162Q: 3 clusters Score -1.004276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -10042749.000000 Penalty: 5424.933105
	Iteration 163Q: 3 clusters Score -1.004275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -10042756.000000 Penalty: 5424.933105
	Iteration 164Q: 3 clusters Score -1.004276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -10042750.000000 Penalty: 5424.933105
	Iteration 165Q: 3 clusters Score -1.004275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -10042744.000000 Penalty: 5424.933105
	Iteration 166Q: 3 clusters Score -1.004274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -10042751.000000 Penalty: 5424.933105
	Iteration 167Q: 3 clusters Score -1.004275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -10042756.000000 Penalty: 5424.933105
	Iteration 168Q: 3 clusters Score -1.004276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -10042763.000000 Penalty: 5424.933105
	Iteration 169Q: 3 clusters Score -1.004276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -10042755.000000 Penalty: 5424.933105
	Iteration 170Q: 3 clusters Score -1.004276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -10042756.000000 Penalty: 5424.933105
	Iteration 171Q: 3 clusters Score -1.004276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -10042770.000000 Penalty: 5424.933105
	Iteration 172Q: 3 clusters Score -1.004277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -10042775.000000 Penalty: 5424.933105
	Iteration 173Q: 3 clusters Score -1.004278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -10042753.000000 Penalty: 5424.933105
	Iteration 174Q: 3 clusters Score -1.004275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -10042766.000000 Penalty: 5424.933105
	Iteration 175Q: 3 clusters Score -1.004277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -10042765.000000 Penalty: 5424.933105
	Iteration 176Q: 3 clusters Score -1.004276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -10042752.000000 Penalty: 5424.933105
	Iteration 177Q: 3 clusters Score -1.004275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -10042761.000000 Penalty: 5424.933105
	Iteration 178Q: 3 clusters Score -1.004276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -10042753.000000 Penalty: 5424.933105
	Iteration 179Q: 3 clusters Score -1.004275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -10042753.000000 Penalty: 5424.933105
	Iteration 180F: 3 clusters Score -1.004275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -10042757.000000 Penalty: 5424.933105
	Iteration 181Q: 3 clusters Score -1.004276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -10042741.000000 Penalty: 5424.933105
	Iteration 182Q: 3 clusters Score -1.004274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -10042750.000000 Penalty: 5424.933105
	Iteration 183Q: 3 clusters Score -1.004275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -10042733.000000 Penalty: 5424.933105
	Iteration 184Q: 3 clusters Score -1.004273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -10042717.000000 Penalty: 5424.933105
	Iteration 185Q: 3 clusters Score -1.004272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -10042706.000000 Penalty: 5424.933105
	Iteration 186Q: 3 clusters Score -1.004271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -10042717.000000 Penalty: 5424.933105
	Iteration 187Q: 3 clusters Score -1.004272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -10042723.000000 Penalty: 5424.933105
	Iteration 188Q: 3 clusters Score -1.004272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -10042737.000000 Penalty: 5424.933105
	Iteration 189Q: 3 clusters Score -1.004274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -10042729.000000 Penalty: 5424.933105
	Iteration 190Q: 3 clusters Score -1.004273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -10042719.000000 Penalty: 5424.933105
	Iteration 191Q: 3 clusters Score -1.004272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -10042720.000000 Penalty: 5424.933105
	Iteration 192Q: 3 clusters Score -1.004272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -10042717.000000 Penalty: 5424.933105
	Iteration 193Q: 3 clusters Score -1.004272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -10042725.000000 Penalty: 5424.933105
	Iteration 194Q: 3 clusters Score -1.004272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -10042704.000000 Penalty: 5424.933105
	Iteration 195Q: 3 clusters Score -1.00427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -10042710.000000 Penalty: 5424.933105
	Iteration 196Q: 3 clusters Score -1.004271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -10042721.000000 Penalty: 5424.933105
	Iteration 197Q: 3 clusters Score -1.004272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -10042719.000000 Penalty: 5424.933105
	Iteration 198Q: 3 clusters Score -1.004272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -10042721.000000 Penalty: 5424.933105
	Iteration 199Q: 3 clusters Score -1.004272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -10042733.000000 Penalty: 5424.933105
	Iteration 200F: 3 clusters Score -1.004273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -10042733.000000 Penalty: 5424.933105
	Iteration 201Q: 3 clusters Score -1.004273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -10042730.000000 Penalty: 5424.933105
	Iteration 202Q: 3 clusters Score -1.004273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -10042730.000000 Penalty: 5424.933105
	Iteration 203Q: 3 clusters Score -1.004273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -10042740.000000 Penalty: 5424.933105
	Iteration 204Q: 3 clusters Score -1.004274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -10042745.000000 Penalty: 5424.933105
	Iteration 205Q: 3 clusters Score -1.004274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -10042743.000000 Penalty: 5424.933105
	Iteration 206Q: 3 clusters Score -1.004274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -10042749.000000 Penalty: 5424.933105
	Iteration 207Q: 3 clusters Score -1.004275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -10042761.000000 Penalty: 5424.933105
	Iteration 208Q: 3 clusters Score -1.004276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -10042767.000000 Penalty: 5424.933105
	Iteration 209Q: 3 clusters Score -1.004277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -10042760.000000 Penalty: 5424.933105
	Iteration 210Q: 3 clusters Score -1.004276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -10042770.000000 Penalty: 5424.933105
	Iteration 211Q: 3 clusters Score -1.004277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -10042755.000000 Penalty: 5424.933105
	Iteration 212Q: 3 clusters Score -1.004276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -10042754.000000 Penalty: 5424.933105
	Iteration 213Q: 3 clusters Score -1.004275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -10042745.000000 Penalty: 5424.933105
	Iteration 214Q: 3 clusters Score -1.004274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -10042750.000000 Penalty: 5424.933105
	Iteration 215Q: 3 clusters Score -1.004275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -10042743.000000 Penalty: 5424.933105
	Iteration 216Q: 3 clusters Score -1.004274e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -10042752.000000 Penalty: 5424.933105
	Iteration 217Q: 3 clusters Score -1.004275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -10042743.000000 Penalty: 5424.933105
	Iteration 218Q: 3 clusters Score -1.004274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -10042738.000000 Penalty: 5424.933105
	Iteration 219Q: 3 clusters Score -1.004274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -10042735.000000 Penalty: 5424.933105
	Iteration 220F: 3 clusters Score -1.004274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -10042730.000000 Penalty: 5424.933105
	Iteration 221Q: 3 clusters Score -1.004273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -10042723.000000 Penalty: 5424.933105
	Iteration 222Q: 3 clusters Score -1.004272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -10042727.000000 Penalty: 5424.933105
	Iteration 223Q: 3 clusters Score -1.004273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -10042729.000000 Penalty: 5424.933105
	Iteration 224Q: 3 clusters Score -1.004273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -10042730.000000 Penalty: 5424.933105
	Iteration 225Q: 3 clusters Score -1.004273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -10042735.000000 Penalty: 5424.933105
	Iteration 226Q: 3 clusters Score -1.004274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -10042738.000000 Penalty: 5424.933105
	Iteration 227Q: 3 clusters Score -1.004274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -10042728.000000 Penalty: 5424.933105
	Iteration 228Q: 3 clusters Score -1.004273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -10042731.000000 Penalty: 5424.933105
	Iteration 229Q: 3 clusters Score -1.004273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -10042735.000000 Penalty: 5424.933105
	Iteration 230Q: 3 clusters Score -1.004274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -10042735.000000 Penalty: 5424.933105
	Iteration 231Q: 3 clusters Score -1.004274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -10042722.000000 Penalty: 5424.933105
	Iteration 232Q: 3 clusters Score -1.004272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -10042710.000000 Penalty: 5424.933105
	Iteration 233Q: 3 clusters Score -1.004271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -10042716.000000 Penalty: 5424.933105
	Iteration 234Q: 3 clusters Score -1.004272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -10042715.000000 Penalty: 5424.933105
	Iteration 235Q: 3 clusters Score -1.004272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -10042715.000000 Penalty: 5424.933105
	Iteration 236F: 3 clusters Score -1.004272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Entering Unmasked Estep 
Score: -7959875.000000 Penalty: 2654.627441
	Iteration 0F: 2 clusters Score -7959875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -7930592.500000 Penalty: 5309.254883
	Iteration 0F: 3 clusters Score -7930592 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -7941886.000000 Penalty: 5309.254883
	Iteration 1F: 3 clusters Score -7941886 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -7942431.000000 Penalty: 5309.254883
	Iteration 2Q: 3 clusters Score -7942431 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7943076.500000 Penalty: 5309.254883
	Iteration 3Q: 3 clusters Score -7943076 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7943905.500000 Penalty: 5309.254883
	Iteration 4Q: 3 clusters Score -7943906 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -7945078.000000 Penalty: 5309.254883
	Iteration 5Q: 3 clusters Score -7945078 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -7946686.500000 Penalty: 5309.254883
	Iteration 6Q: 3 clusters Score -7946686 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -7948470.000000 Penalty: 5309.254883
	Iteration 7F: 3 clusters Score -7948470 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -7950224.000000 Penalty: 5309.254883
	Iteration 8F: 3 clusters Score -7950224 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -7951665.500000 Penalty: 5309.254883
	Iteration 9F: 3 clusters Score -7951666 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -7952743.500000 Penalty: 5309.254883
	Iteration 10Q: 3 clusters Score -7952744 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -7953675.500000 Penalty: 5309.254883
	Iteration 11Q: 3 clusters Score -7953676 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -7954318.000000 Penalty: 5309.254883
	Iteration 12Q: 3 clusters Score -7954318 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -7954904.500000 Penalty: 5309.254883
	Iteration 13Q: 3 clusters Score -7954904 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -7955353.500000 Penalty: 5309.254883
	Iteration 14Q: 3 clusters Score -7955354 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -7955717.000000 Penalty: 5309.254883
	Iteration 15Q: 3 clusters Score -7955717 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -7955959.500000 Penalty: 5309.254883
	Iteration 16Q: 3 clusters Score -7955960 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -7956177.000000 Penalty: 5309.254883
	Iteration 17Q: 3 clusters Score -7956177 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -7956362.000000 Penalty: 5309.254883
	Iteration 18Q: 3 clusters Score -7956362 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -7956493.500000 Penalty: 5309.254883
	Iteration 19Q: 3 clusters Score -7956494 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -7956601.500000 Penalty: 5309.254883
	Iteration 20F: 3 clusters Score -7956602 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -7956763.000000 Penalty: 5309.254883
	Iteration 21Q: 3 clusters Score -7956763 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -7956895.500000 Penalty: 5309.254883
	Iteration 22Q: 3 clusters Score -7956896 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -7956988.000000 Penalty: 5309.254883
	Iteration 23Q: 3 clusters Score -7956988 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -7957084.000000 Penalty: 5309.254883
	Iteration 24Q: 3 clusters Score -7957084 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -7957165.000000 Penalty: 5309.254883
	Iteration 25Q: 3 clusters Score -7957165 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7957239.500000 Penalty: 5309.254883
	Iteration 26Q: 3 clusters Score -7957240 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -7957251.500000 Penalty: 5309.254883
	Iteration 27Q: 3 clusters Score -7957252 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7957304.500000 Penalty: 5309.254883
	Iteration 28Q: 3 clusters Score -7957304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7957345.500000 Penalty: 5309.254883
	Iteration 29Q: 3 clusters Score -7957346 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -7957346.500000 Penalty: 5309.254883
	Iteration 30Q: 3 clusters Score -7957346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -7957384.000000 Penalty: 5309.254883
	Iteration 31Q: 3 clusters Score -7957384 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -7957406.500000 Penalty: 5309.254883
	Iteration 32Q: 3 clusters Score -7957406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -7957455.000000 Penalty: 5309.254883
	Iteration 33Q: 3 clusters Score -7957455 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -7957485.000000 Penalty: 5309.254883
	Iteration 34Q: 3 clusters Score -7957485 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -7957491.000000 Penalty: 5309.254883
	Iteration 35Q: 3 clusters Score -7957491 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -7957486.000000 Penalty: 5309.254883
	Iteration 36Q: 3 clusters Score -7957486 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -7957506.500000 Penalty: 5309.254883
	Iteration 37Q: 3 clusters Score -7957506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -7957536.500000 Penalty: 5309.254883
	Iteration 38Q: 3 clusters Score -7957536 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -7957527.000000 Penalty: 5309.254883
	Iteration 39Q: 3 clusters Score -7957527 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -7957548.000000 Penalty: 5309.254883
	Iteration 40F: 3 clusters Score -7957548 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7957557.500000 Penalty: 5309.254883
	Iteration 41Q: 3 clusters Score -7957558 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -7957569.500000 Penalty: 5309.254883
	Iteration 42Q: 3 clusters Score -7957570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -7957595.500000 Penalty: 5309.254883
	Iteration 43Q: 3 clusters Score -7957596 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7957614.500000 Penalty: 5309.254883
	Iteration 44Q: 3 clusters Score -7957614 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -7957650.500000 Penalty: 5309.254883
	Iteration 45Q: 3 clusters Score -7957650 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -7957707.000000 Penalty: 5309.254883
	Iteration 46Q: 3 clusters Score -7957707 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -7957769.500000 Penalty: 5309.254883
	Iteration 47Q: 3 clusters Score -7957770 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -7957784.000000 Penalty: 5309.254883
	Iteration 48Q: 3 clusters Score -7957784 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -7957855.000000 Penalty: 5309.254883
	Iteration 49Q: 3 clusters Score -7957855 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -7957885.000000 Penalty: 5309.254883
	Iteration 50Q: 3 clusters Score -7957885 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -7957927.500000 Penalty: 5309.254883
	Iteration 51Q: 3 clusters Score -7957928 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -7957951.000000 Penalty: 5309.254883
	Iteration 52Q: 3 clusters Score -7957951 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -7957970.500000 Penalty: 5309.254883
	Iteration 53Q: 3 clusters Score -7957970 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -7958025.500000 Penalty: 5309.254883
	Iteration 54Q: 3 clusters Score -7958026 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -7958084.500000 Penalty: 5309.254883
	Iteration 55Q: 3 clusters Score -7958084 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -7958095.500000 Penalty: 5309.254883
	Iteration 56Q: 3 clusters Score -7958096 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -7958116.000000 Penalty: 5309.254883
	Iteration 57Q: 3 clusters Score -7958116 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -7958176.000000 Penalty: 5309.254883
	Iteration 58Q: 3 clusters Score -7958176 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -7958254.500000 Penalty: 5309.254883
	Iteration 59Q: 3 clusters Score -7958254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -7958287.500000 Penalty: 5309.254883
	Iteration 60F: 3 clusters Score -7958288 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -7958350.500000 Penalty: 5309.254883
	Iteration 61Q: 3 clusters Score -7958350 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -7958366.000000 Penalty: 5309.254883
	Iteration 62Q: 3 clusters Score -7958366 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -7958410.000000 Penalty: 5309.254883
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7958548 nChanged 278
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Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 30520 members 
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Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 32288 members 
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Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 32984 members 
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Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 33190 members 
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Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 33498 members 
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Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 33632 members 
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Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 33750 members 
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Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 33881 members 
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Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 34115 members 
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 34218 members 
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Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 34345 members 
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 34457 members 
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Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 34561 members 
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Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 34666 members 
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Mstep: Class 1 contains 9764 members 
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Mstep: Class 1 contains 9438 members 
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Mstep: Class 1 contains 9336 members 
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Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 35317 members 
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Mstep: Class 2 contains 35548 members 
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Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 35795 members 
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Mstep: Class 1 contains 8617 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 36205 members 
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Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 36346 members 
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Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 36490 members 
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Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 36638 members 
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Mstep: Class 1 contains 7769 members 
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Mstep: Class 1 contains 7626 members 
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Mstep: Class 1 contains 7500 members 
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Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 37186 members 
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Mstep: Class 1 contains 7031 members 
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Mstep: Class 1 contains 6882 members 
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Mstep: Class 1 contains 6380 members 
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Mstep: Class 1 contains 6260 members 
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Mstep: Class 1 contains 6145 members 
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	Iteration 120F: 3 clusters Score -7959431 nChanged 95
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Mstep: Class 1 contains 6050 members 
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Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 38571 members 
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	Iteration 122Q: 3 clusters Score -7959450 nChanged 71
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Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 38642 members 
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Mstep: Class 1 contains 5836 members 
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	Iteration 124Q: 3 clusters Score -7959446 nChanged 63
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Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 38767 members 
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	Iteration 125Q: 3 clusters Score -7959450 nChanged 59
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Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7959455 nChanged 56
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Mstep: Class 1 contains 5658 members 
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	Iteration 127Q: 3 clusters Score -7959468 nChanged 51
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Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 38933 members 
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	Iteration 128Q: 3 clusters Score -7959455 nChanged 56
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Mstep: Class 1 contains 5551 members 
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	Iteration 129Q: 3 clusters Score -7959449 nChanged 44
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	Iteration 130Q: 3 clusters Score -7959464 nChanged 34
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 39067 members 
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Mstep: Class 2 contains 39092 members 
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	Iteration 132Q: 3 clusters Score -7959455 nChanged 30
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	Iteration 133Q: 3 clusters Score -7959468 nChanged 28
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	Iteration 134Q: 3 clusters Score -7959458 nChanged 30
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7959494 nChanged 29
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	Iteration 139Q: 3 clusters Score -7959492 nChanged 33
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	Iteration 140F: 3 clusters Score -7959482 nChanged 36
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	Iteration 141Q: 3 clusters Score -7959485 nChanged 35
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	Iteration 142Q: 3 clusters Score -7959490 nChanged 35
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	Iteration 144Q: 3 clusters Score -7959466 nChanged 29
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	Iteration 145Q: 3 clusters Score -7959458 nChanged 22
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	Iteration 146Q: 3 clusters Score -7959448 nChanged 9
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	Iteration 147Q: 3 clusters Score -7959460 nChanged 3
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	Iteration 148Q: 3 clusters Score -7959460 nChanged 6
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	Iteration 149Q: 3 clusters Score -7959462 nChanged 6
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	Iteration 150Q: 3 clusters Score -7959464 nChanged 5
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	Iteration 151Q: 3 clusters Score -7959460 nChanged 7
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	Iteration 152Q: 3 clusters Score -7959460 nChanged 8
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	Iteration 154Q: 3 clusters Score -7959461 nChanged 6
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	Iteration 156Q: 3 clusters Score -7959458 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -7959455.500000 Penalty: 5309.254883
	Iteration 157Q: 3 clusters Score -7959456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -7959452.500000 Penalty: 5309.254883
	Iteration 158Q: 3 clusters Score -7959452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7959456.000000 Penalty: 5309.254883
	Iteration 159Q: 3 clusters Score -7959456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -7959455.000000 Penalty: 5309.254883
	Iteration 160F: 3 clusters Score -7959455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7959460.000000 Penalty: 5309.254883
	Iteration 161Q: 3 clusters Score -7959460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7959462.500000 Penalty: 5309.254883
	Iteration 162Q: 3 clusters Score -7959462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -7959464.500000 Penalty: 5309.254883
	Iteration 163Q: 3 clusters Score -7959464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7959465.000000 Penalty: 5309.254883
	Iteration 164Q: 3 clusters Score -7959465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7959465.500000 Penalty: 5309.254883
	Iteration 165Q: 3 clusters Score -7959466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7959467.500000 Penalty: 5309.254883
	Iteration 166Q: 3 clusters Score -7959468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7959464.500000 Penalty: 5309.254883
	Iteration 167Q: 3 clusters Score -7959464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -7959465.500000 Penalty: 5309.254883
	Iteration 168Q: 3 clusters Score -7959466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -7959465.500000 Penalty: 5309.254883
	Iteration 169F: 3 clusters Score -7959466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Entering Unmasked Estep 
Score: -7415684.500000 Penalty: 2636.843994
	Iteration 0F: 2 clusters Score -7415684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -7387779.500000 Penalty: 5273.687988
	Iteration 0F: 3 clusters Score -7387780 nChanged 18960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -7398466.000000 Penalty: 5273.687988
	Iteration 1F: 3 clusters Score -7398466 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -7399242.000000 Penalty: 5273.687988
	Iteration 2F: 3 clusters Score -7399242 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -7400285.500000 Penalty: 5273.687988
	Iteration 3F: 3 clusters Score -7400286 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -7401643.000000 Penalty: 5273.687988
	Iteration 4F: 3 clusters Score -7401643 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -7403196.000000 Penalty: 5273.687988
	Iteration 5F: 3 clusters Score -7403196 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -7404930.000000 Penalty: 5273.687988
	Iteration 6F: 3 clusters Score -7404930 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -7406761.500000 Penalty: 5273.687988
	Iteration 7F: 3 clusters Score -7406762 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -7408593.000000 Penalty: 5273.687988
	Iteration 8F: 3 clusters Score -7408593 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -7410036.500000 Penalty: 5273.687988
	Iteration 9Q: 3 clusters Score -7410036 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -7410986.000000 Penalty: 5273.687988
	Iteration 10Q: 3 clusters Score -7410986 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -7411514.000000 Penalty: 5273.687988
	Iteration 11Q: 3 clusters Score -7411514 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -7411792.500000 Penalty: 5273.687988
	Iteration 12Q: 3 clusters Score -7411792 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -7412054.500000 Penalty: 5273.687988
	Iteration 13Q: 3 clusters Score -7412054 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -7412243.500000 Penalty: 5273.687988
	Iteration 14Q: 3 clusters Score -7412244 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -7412419.500000 Penalty: 5273.687988
	Iteration 15Q: 3 clusters Score -7412420 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -7412571.000000 Penalty: 5273.687988
	Iteration 16Q: 3 clusters Score -7412571 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -7412717.500000 Penalty: 5273.687988
	Iteration 17Q: 3 clusters Score -7412718 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -7412801.000000 Penalty: 5273.687988
	Iteration 18Q: 3 clusters Score -7412801 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -7412889.500000 Penalty: 5273.687988
	Iteration 19Q: 3 clusters Score -7412890 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -7412997.000000 Penalty: 5273.687988
	Iteration 20F: 3 clusters Score -7412997 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -7413090.500000 Penalty: 5273.687988
	Iteration 21Q: 3 clusters Score -7413090 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -7413146.500000 Penalty: 5273.687988
	Iteration 22Q: 3 clusters Score -7413146 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -7413207.500000 Penalty: 5273.687988
	Iteration 23Q: 3 clusters Score -7413208 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -7413241.000000 Penalty: 5273.687988
	Iteration 24Q: 3 clusters Score -7413241 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -7413283.500000 Penalty: 5273.687988
	Iteration 25Q: 3 clusters Score -7413284 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -7413325.500000 Penalty: 5273.687988
	Iteration 26Q: 3 clusters Score -7413326 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -7413359.500000 Penalty: 5273.687988
	Iteration 27Q: 3 clusters Score -7413360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -7413397.500000 Penalty: 5273.687988
	Iteration 28Q: 3 clusters Score -7413398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -7413414.500000 Penalty: 5273.687988
	Iteration 29Q: 3 clusters Score -7413414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -7413433.000000 Penalty: 5273.687988
	Iteration 30Q: 3 clusters Score -7413433 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -7413454.000000 Penalty: 5273.687988
	Iteration 31Q: 3 clusters Score -7413454 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -7413484.000000 Penalty: 5273.687988
	Iteration 32Q: 3 clusters Score -7413484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -7413493.500000 Penalty: 5273.687988
	Iteration 33Q: 3 clusters Score -7413494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -7413524.500000 Penalty: 5273.687988
	Iteration 34Q: 3 clusters Score -7413524 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7413536.000000 Penalty: 5273.687988
	Iteration 35Q: 3 clusters Score -7413536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -7413539.500000 Penalty: 5273.687988
	Iteration 36Q: 3 clusters Score -7413540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -7413562.000000 Penalty: 5273.687988
	Iteration 37Q: 3 clusters Score -7413562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -7413567.500000 Penalty: 5273.687988
	Iteration 38Q: 3 clusters Score -7413568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -7413578.000000 Penalty: 5273.687988
	Iteration 39Q: 3 clusters Score -7413578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -7413576.000000 Penalty: 5273.687988
	Iteration 40F: 3 clusters Score -7413576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7413577.500000 Penalty: 5273.687988
	Iteration 41Q: 3 clusters Score -7413578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -7413584.500000 Penalty: 5273.687988
	Iteration 42Q: 3 clusters Score -7413584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -7413589.000000 Penalty: 5273.687988
	Iteration 43Q: 3 clusters Score -7413589 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -7413594.000000 Penalty: 5273.687988
	Iteration 44Q: 3 clusters Score -7413594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7413614.000000 Penalty: 5273.687988
	Iteration 45Q: 3 clusters Score -7413614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7413623.000000 Penalty: 5273.687988
	Iteration 46Q: 3 clusters Score -7413623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -7413619.000000 Penalty: 5273.687988
	Iteration 47Q: 3 clusters Score -7413619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -7413628.500000 Penalty: 5273.687988
	Iteration 48Q: 3 clusters Score -7413628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7413654.500000 Penalty: 5273.687988
	Iteration 49Q: 3 clusters Score -7413654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -7413660.000000 Penalty: 5273.687988
	Iteration 50Q: 3 clusters Score -7413660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7413667.000000 Penalty: 5273.687988
	Iteration 51Q: 3 clusters Score -7413667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -7413664.000000 Penalty: 5273.687988
	Iteration 52Q: 3 clusters Score -7413664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -7413679.000000 Penalty: 5273.687988
	Iteration 53Q: 3 clusters Score -7413679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -7413678.500000 Penalty: 5273.687988
	Iteration 54Q: 3 clusters Score -7413678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -7413679.000000 Penalty: 5273.687988
	Iteration 55Q: 3 clusters Score -7413679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -7413673.000000 Penalty: 5273.687988
	Iteration 56Q: 3 clusters Score -7413673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -7413680.500000 Penalty: 5273.687988
	Iteration 57Q: 3 clusters Score -7413680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -7413690.500000 Penalty: 5273.687988
	Iteration 58Q: 3 clusters Score -7413690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7413693.500000 Penalty: 5273.687988
	Iteration 59Q: 3 clusters Score -7413694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -7413696.000000 Penalty: 5273.687988
	Iteration 60F: 3 clusters Score -7413696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7413692.000000 Penalty: 5273.687988
	Iteration 61Q: 3 clusters Score -7413692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7413709.500000 Penalty: 5273.687988
	Iteration 62Q: 3 clusters Score -7413710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -7413698.500000 Penalty: 5273.687988
	Iteration 63Q: 3 clusters Score -7413698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -7413720.000000 Penalty: 5273.687988
	Iteration 64Q: 3 clusters Score -7413720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -7413709.000000 Penalty: 5273.687988
	Iteration 65Q: 3 clusters Score -7413709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7413708.500000 Penalty: 5273.687988
	Iteration 66Q: 3 clusters Score -7413708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -7413700.500000 Penalty: 5273.687988
	Iteration 67Q: 3 clusters Score -7413700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -7413698.500000 Penalty: 5273.687988
	Iteration 68Q: 3 clusters Score -7413698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -7413695.500000 Penalty: 5273.687988
	Iteration 69Q: 3 clusters Score -7413696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -7413705.000000 Penalty: 5273.687988
	Iteration 70Q: 3 clusters Score -7413705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -7413705.500000 Penalty: 5273.687988
	Iteration 71Q: 3 clusters Score -7413706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7413708.000000 Penalty: 5273.687988
	Iteration 72Q: 3 clusters Score -7413708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -7413707.500000 Penalty: 5273.687988
	Iteration 73Q: 3 clusters Score -7413708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -7413710.000000 Penalty: 5273.687988
	Iteration 74Q: 3 clusters Score -7413710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -7413707.500000 Penalty: 5273.687988
	Iteration 75Q: 3 clusters Score -7413708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7413709.500000 Penalty: 5273.687988
	Iteration 76Q: 3 clusters Score -7413710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7413709.500000 Penalty: 5273.687988
	Iteration 77F: 3 clusters Score -7413710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Entering Unmasked Estep 
Score: -9251347.000000 Penalty: 2693.551025
	Iteration 0F: 2 clusters Score -9251347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -9219969.000000 Penalty: 5387.102051
	Iteration 0F: 3 clusters Score -9219969 nChanged 23983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -9233241.000000 Penalty: 5387.102051
	Iteration 1F: 3 clusters Score -9233241 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -9233850.000000 Penalty: 5387.102051
	Iteration 2Q: 3 clusters Score -9233850 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -9234447.000000 Penalty: 5387.102051
	Iteration 3Q: 3 clusters Score -9234447 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -9235146.000000 Penalty: 5387.102051
	Iteration 4Q: 3 clusters Score -9235146 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -9235779.000000 Penalty: 5387.102051
	Iteration 5Q: 3 clusters Score -9235779 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -9236607.000000 Penalty: 5387.102051
	Iteration 6Q: 3 clusters Score -9236607 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -9237695.000000 Penalty: 5387.102051
	Iteration 7Q: 3 clusters Score -9237695 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -9239250.000000 Penalty: 5387.102051
	Iteration 8F: 3 clusters Score -9239250 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -9241381.000000 Penalty: 5387.102051
	Iteration 9F: 3 clusters Score -9241381 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -9243770.000000 Penalty: 5387.102051
	Iteration 10F: 3 clusters Score -9243770 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -9245962.000000 Penalty: 5387.102051
	Iteration 11F: 3 clusters Score -9245962 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -9247560.000000 Penalty: 5387.102051
	Iteration 12F: 3 clusters Score -9247560 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -9248571.000000 Penalty: 5387.102051
	Iteration 13Q: 3 clusters Score -9248571 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -9249224.000000 Penalty: 5387.102051
	Iteration 14Q: 3 clusters Score -9249224 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -9249695.000000 Penalty: 5387.102051
	Iteration 15Q: 3 clusters Score -9249695 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -9250038.000000 Penalty: 5387.102051
	Iteration 16Q: 3 clusters Score -9250038 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -9250339.000000 Penalty: 5387.102051
	Iteration 17Q: 3 clusters Score -9250339 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -9250586.000000 Penalty: 5387.102051
	Iteration 18Q: 3 clusters Score -9250586 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -9250762.000000 Penalty: 5387.102051
	Iteration 19Q: 3 clusters Score -9250762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -9250892.000000 Penalty: 5387.102051
	Iteration 20F: 3 clusters Score -9250892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -9250967.000000 Penalty: 5387.102051
	Iteration 21Q: 3 clusters Score -9250967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -9251008.000000 Penalty: 5387.102051
	Iteration 22Q: 3 clusters Score -9251008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -9251032.000000 Penalty: 5387.102051
	Iteration 23Q: 3 clusters Score -9251032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -9251041.000000 Penalty: 5387.102051
	Iteration 24Q: 3 clusters Score -9251041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -9251048.000000 Penalty: 5387.102051
	Iteration 25Q: 3 clusters Score -9251048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -9251053.000000 Penalty: 5387.102051
	Iteration 26Q: 3 clusters Score -9251053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -9251065.000000 Penalty: 5387.102051
	Iteration 27Q: 3 clusters Score -9251065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -9251071.000000 Penalty: 5387.102051
	Iteration 28Q: 3 clusters Score -9251071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -9251073.000000 Penalty: 5387.102051
	Iteration 29Q: 3 clusters Score -9251073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -9251069.000000 Penalty: 5387.102051
	Iteration 30Q: 3 clusters Score -9251069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -9251073.000000 Penalty: 5387.102051
	Iteration 31Q: 3 clusters Score -9251073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -9251083.000000 Penalty: 5387.102051
	Iteration 32Q: 3 clusters Score -9251083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -9251081.000000 Penalty: 5387.102051
	Iteration 33Q: 3 clusters Score -9251081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -9251081.000000 Penalty: 5387.102051
	Iteration 34F: 3 clusters Score -9251081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Entering Unmasked Estep 
Score: -9834233.000000 Penalty: 2706.033936
	Iteration 0F: 2 clusters Score -9834233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -9802747.000000 Penalty: 5412.067871
	Iteration 0F: 3 clusters Score -9802747 nChanged 25496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -9816798.000000 Penalty: 5412.067871
	Iteration 1F: 3 clusters Score -9816798 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -9817317.000000 Penalty: 5412.067871
	Iteration 2Q: 3 clusters Score -9817317 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -9817852.000000 Penalty: 5412.067871
	Iteration 3Q: 3 clusters Score -9817852 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -9818377.000000 Penalty: 5412.067871
	Iteration 4Q: 3 clusters Score -9818377 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -9818824.000000 Penalty: 5412.067871
	Iteration 5Q: 3 clusters Score -9818824 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -9819378.000000 Penalty: 5412.067871
	Iteration 6Q: 3 clusters Score -9819378 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -9819960.000000 Penalty: 5412.067871
	Iteration 7Q: 3 clusters Score -9819960 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -9820617.000000 Penalty: 5412.067871
	Iteration 8Q: 3 clusters Score -9820617 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -9821313.000000 Penalty: 5412.067871
	Iteration 9Q: 3 clusters Score -9821313 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -9822270.000000 Penalty: 5412.067871
	Iteration 10Q: 3 clusters Score -9822270 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -9823519.000000 Penalty: 5412.067871
	Iteration 11Q: 3 clusters Score -9823519 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -9825139.000000 Penalty: 5412.067871
	Iteration 12F: 3 clusters Score -9825139 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -9827142.000000 Penalty: 5412.067871
	Iteration 13F: 3 clusters Score -9827142 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -9829089.000000 Penalty: 5412.067871
	Iteration 14F: 3 clusters Score -9829089 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -9830453.000000 Penalty: 5412.067871
	Iteration 15Q: 3 clusters Score -9830453 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -9831443.000000 Penalty: 5412.067871
	Iteration 16Q: 3 clusters Score -9831443 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -9832010.000000 Penalty: 5412.067871
	Iteration 17Q: 3 clusters Score -9832010 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -9832246.000000 Penalty: 5412.067871
	Iteration 18Q: 3 clusters Score -9832246 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9832440.000000 Penalty: 5412.067871
	Iteration 19Q: 3 clusters Score -9832440 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9832565.000000 Penalty: 5412.067871
	Iteration 20F: 3 clusters Score -9832565 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -9832694.000000 Penalty: 5412.067871
	Iteration 21Q: 3 clusters Score -9832694 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9832773.000000 Penalty: 5412.067871
	Iteration 22Q: 3 clusters Score -9832773 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9832840.000000 Penalty: 5412.067871
	Iteration 23Q: 3 clusters Score -9832840 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9832888.000000 Penalty: 5412.067871
	Iteration 24Q: 3 clusters Score -9832888 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9832946.000000 Penalty: 5412.067871
	Iteration 25Q: 3 clusters Score -9832946 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9833005.000000 Penalty: 5412.067871
	Iteration 26Q: 3 clusters Score -9833005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9833069.000000 Penalty: 5412.067871
	Iteration 27Q: 3 clusters Score -9833069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9833083.000000 Penalty: 5412.067871
	Iteration 28Q: 3 clusters Score -9833083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9833123.000000 Penalty: 5412.067871
	Iteration 29Q: 3 clusters Score -9833123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9833130.000000 Penalty: 5412.067871
	Iteration 30Q: 3 clusters Score -9833130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9833156.000000 Penalty: 5412.067871
	Iteration 31Q: 3 clusters Score -9833156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9833148.000000 Penalty: 5412.067871
	Iteration 32Q: 3 clusters Score -9833148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9833163.000000 Penalty: 5412.067871
	Iteration 33Q: 3 clusters Score -9833163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9833191.000000 Penalty: 5412.067871
	Iteration 34Q: 3 clusters Score -9833191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9833208.000000 Penalty: 5412.067871
	Iteration 35Q: 3 clusters Score -9833208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9833202.000000 Penalty: 5412.067871
	Iteration 36Q: 3 clusters Score -9833202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9833230.000000 Penalty: 5412.067871
	Iteration 37Q: 3 clusters Score -9833230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9833238.000000 Penalty: 5412.067871
	Iteration 38Q: 3 clusters Score -9833238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9833231.000000 Penalty: 5412.067871
	Iteration 39Q: 3 clusters Score -9833231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9833245.000000 Penalty: 5412.067871
	Iteration 40F: 3 clusters Score -9833245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9833239.000000 Penalty: 5412.067871
	Iteration 41Q: 3 clusters Score -9833239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9833251.000000 Penalty: 5412.067871
	Iteration 42Q: 3 clusters Score -9833251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9833239.000000 Penalty: 5412.067871
	Iteration 43Q: 3 clusters Score -9833239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9833257.000000 Penalty: 5412.067871
	Iteration 44Q: 3 clusters Score -9833257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9833253.000000 Penalty: 5412.067871
	Iteration 45Q: 3 clusters Score -9833253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9833254.000000 Penalty: 5412.067871
	Iteration 46Q: 3 clusters Score -9833254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9833258.000000 Penalty: 5412.067871
	Iteration 47Q: 3 clusters Score -9833258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9833261.000000 Penalty: 5412.067871
	Iteration 48Q: 3 clusters Score -9833261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9833262.000000 Penalty: 5412.067871
	Iteration 49Q: 3 clusters Score -9833262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9833265.000000 Penalty: 5412.067871
	Iteration 50Q: 3 clusters Score -9833265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9833264.000000 Penalty: 5412.067871
	Iteration 51Q: 3 clusters Score -9833264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9833266.000000 Penalty: 5412.067871
	Iteration 52Q: 3 clusters Score -9833266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9833270.000000 Penalty: 5412.067871
	Iteration 53Q: 3 clusters Score -9833270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9833281.000000 Penalty: 5412.067871
	Iteration 54Q: 3 clusters Score -9833281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9833286.000000 Penalty: 5412.067871
	Iteration 55Q: 3 clusters Score -9833286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9833287.000000 Penalty: 5412.067871
	Iteration 56Q: 3 clusters Score -9833287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9833286.000000 Penalty: 5412.067871
	Iteration 57Q: 3 clusters Score -9833286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9833286.000000 Penalty: 5412.067871
	Iteration 58F: 3 clusters Score -9833286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Entering Unmasked Estep 
Score: -5488002.500000 Penalty: 2566.505859
	Iteration 0F: 2 clusters Score -5488002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5466646.000000 Penalty: 5133.011719
	Iteration 0F: 3 clusters Score -5466646 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -5474350.500000 Penalty: 5133.011719
	Iteration 1F: 3 clusters Score -5474350 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5475092.000000 Penalty: 5133.011719
	Iteration 2F: 3 clusters Score -5475092 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5476033.000000 Penalty: 5133.011719
	Iteration 3F: 3 clusters Score -5476033 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -5477333.500000 Penalty: 5133.011719
	Iteration 4F: 3 clusters Score -5477334 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -5478930.500000 Penalty: 5133.011719
	Iteration 5F: 3 clusters Score -5478930 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -5480563.000000 Penalty: 5133.011719
	Iteration 6F: 3 clusters Score -5480563 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5482007.000000 Penalty: 5133.011719
	Iteration 7F: 3 clusters Score -5482007 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -5483117.000000 Penalty: 5133.011719
	Iteration 8F: 3 clusters Score -5483117 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5484038.000000 Penalty: 5133.011719
	Iteration 9Q: 3 clusters Score -5484038 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -5484705.000000 Penalty: 5133.011719
	Iteration 10Q: 3 clusters Score -5484705 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5485239.500000 Penalty: 5133.011719
	Iteration 11Q: 3 clusters Score -5485240 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5485618.500000 Penalty: 5133.011719
	Iteration 12Q: 3 clusters Score -5485618 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -5485930.500000 Penalty: 5133.011719
	Iteration 13Q: 3 clusters Score -5485930 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5486131.500000 Penalty: 5133.011719
	Iteration 14Q: 3 clusters Score -5486132 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5486267.500000 Penalty: 5133.011719
	Iteration 15Q: 3 clusters Score -5486268 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5486356.500000 Penalty: 5133.011719
	Iteration 16Q: 3 clusters Score -5486356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5486424.500000 Penalty: 5133.011719
	Iteration 17Q: 3 clusters Score -5486424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5486458.500000 Penalty: 5133.011719
	Iteration 18Q: 3 clusters Score -5486458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5486502.500000 Penalty: 5133.011719
	Iteration 19Q: 3 clusters Score -5486502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5486551.500000 Penalty: 5133.011719
	Iteration 20F: 3 clusters Score -5486552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5486611.500000 Penalty: 5133.011719
	Iteration 21Q: 3 clusters Score -5486612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5486686.000000 Penalty: 5133.011719
	Iteration 22Q: 3 clusters Score -5486686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5486762.500000 Penalty: 5133.011719
	Iteration 23Q: 3 clusters Score -5486762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5486835.500000 Penalty: 5133.011719
	Iteration 24Q: 3 clusters Score -5486836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5486893.000000 Penalty: 5133.011719
	Iteration 25Q: 3 clusters Score -5486893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5486947.500000 Penalty: 5133.011719
	Iteration 26Q: 3 clusters Score -5486948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5486983.500000 Penalty: 5133.011719
	Iteration 27Q: 3 clusters Score -5486984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5487021.000000 Penalty: 5133.011719
	Iteration 28Q: 3 clusters Score -5487021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5487040.000000 Penalty: 5133.011719
	Iteration 29Q: 3 clusters Score -5487040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5487052.000000 Penalty: 5133.011719
	Iteration 30Q: 3 clusters Score -5487052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5487055.000000 Penalty: 5133.011719
	Iteration 31Q: 3 clusters Score -5487055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5487066.500000 Penalty: 5133.011719
	Iteration 32Q: 3 clusters Score -5487066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5487073.000000 Penalty: 5133.011719
	Iteration 33Q: 3 clusters Score -5487073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5487065.000000 Penalty: 5133.011719
	Iteration 34Q: 3 clusters Score -5487065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5487071.000000 Penalty: 5133.011719
	Iteration 35Q: 3 clusters Score -5487071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5487080.500000 Penalty: 5133.011719
	Iteration 36Q: 3 clusters Score -5487080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5487076.000000 Penalty: 5133.011719
	Iteration 37Q: 3 clusters Score -5487076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5487080.000000 Penalty: 5133.011719
	Iteration 38Q: 3 clusters Score -5487080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5487080.000000 Penalty: 5133.011719
	Iteration 39F: 3 clusters Score -5487080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Entering Unmasked Estep 
Score: -4503999.000000 Penalty: 2520.405273
	Iteration 0F: 2 clusters Score -4503999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4486152.000000 Penalty: 5040.810547
	Iteration 0F: 3 clusters Score -4486152 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4492383.000000 Penalty: 5040.810547
	Iteration 1F: 3 clusters Score -4492383 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4492853.000000 Penalty: 5040.810547
	Iteration 2F: 3 clusters Score -4492853 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4493311.000000 Penalty: 5040.810547
	Iteration 3Q: 3 clusters Score -4493311 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4493715.000000 Penalty: 5040.810547
	Iteration 4Q: 3 clusters Score -4493715 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4494117.500000 Penalty: 5040.810547
	Iteration 5Q: 3 clusters Score -4494118 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -4494489.500000 Penalty: 5040.810547
	Iteration 6Q: 3 clusters Score -4494490 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4494875.500000 Penalty: 5040.810547
	Iteration 7Q: 3 clusters Score -4494876 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4495312.500000 Penalty: 5040.810547
	Iteration 8Q: 3 clusters Score -4495312 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4495677.500000 Penalty: 5040.810547
	Iteration 9Q: 3 clusters Score -4495678 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4495986.500000 Penalty: 5040.810547
	Iteration 10Q: 3 clusters Score -4495986 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4496311.500000 Penalty: 5040.810547
	Iteration 11Q: 3 clusters Score -4496312 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4496615.500000 Penalty: 5040.810547
	Iteration 12Q: 3 clusters Score -4496616 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4496937.000000 Penalty: 5040.810547
	Iteration 13Q: 3 clusters Score -4496937 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4497324.000000 Penalty: 5040.810547
	Iteration 14Q: 3 clusters Score -4497324 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4497727.500000 Penalty: 5040.810547
	Iteration 15Q: 3 clusters Score -4497728 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4498206.500000 Penalty: 5040.810547
	Iteration 16Q: 3 clusters Score -4498206 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4498682.500000 Penalty: 5040.810547
	Iteration 17Q: 3 clusters Score -4498682 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4499202.000000 Penalty: 5040.810547
	Iteration 18Q: 3 clusters Score -4499202 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4499746.500000 Penalty: 5040.810547
	Iteration 19Q: 3 clusters Score -4499746 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4500221.000000 Penalty: 5040.810547
	Iteration 20F: 3 clusters Score -4500221 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4500637.000000 Penalty: 5040.810547
	Iteration 21Q: 3 clusters Score -4500637 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4501012.500000 Penalty: 5040.810547
	Iteration 22Q: 3 clusters Score -4501012 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4501289.500000 Penalty: 5040.810547
	Iteration 23Q: 3 clusters Score -4501290 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4501479.500000 Penalty: 5040.810547
	Iteration 24Q: 3 clusters Score -4501480 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4501630.000000 Penalty: 5040.810547
	Iteration 25Q: 3 clusters Score -4501630 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4501708.500000 Penalty: 5040.810547
	Iteration 26Q: 3 clusters Score -4501708 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4501779.000000 Penalty: 5040.810547
	Iteration 27Q: 3 clusters Score -4501779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4501840.000000 Penalty: 5040.810547
	Iteration 28Q: 3 clusters Score -4501840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4501917.500000 Penalty: 5040.810547
	Iteration 29Q: 3 clusters Score -4501918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4501964.500000 Penalty: 5040.810547
	Iteration 30Q: 3 clusters Score -4501964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4502005.500000 Penalty: 5040.810547
	Iteration 31Q: 3 clusters Score -4502006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4502037.500000 Penalty: 5040.810547
	Iteration 32Q: 3 clusters Score -4502038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4502064.000000 Penalty: 5040.810547
	Iteration 33Q: 3 clusters Score -4502064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4502086.500000 Penalty: 5040.810547
	Iteration 34Q: 3 clusters Score -4502086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4502102.000000 Penalty: 5040.810547
	Iteration 35Q: 3 clusters Score -4502102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4502118.500000 Penalty: 5040.810547
	Iteration 36Q: 3 clusters Score -4502118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4502145.000000 Penalty: 5040.810547
	Iteration 37Q: 3 clusters Score -4502145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4502167.000000 Penalty: 5040.810547
	Iteration 38Q: 3 clusters Score -4502167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4502181.500000 Penalty: 5040.810547
	Iteration 39Q: 3 clusters Score -4502182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4502185.500000 Penalty: 5040.810547
	Iteration 40F: 3 clusters Score -4502186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4502189.000000 Penalty: 5040.810547
	Iteration 41Q: 3 clusters Score -4502189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4502200.000000 Penalty: 5040.810547
	Iteration 42Q: 3 clusters Score -4502200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4502195.000000 Penalty: 5040.810547
	Iteration 43Q: 3 clusters Score -4502195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4502201.000000 Penalty: 5040.810547
	Iteration 44Q: 3 clusters Score -4502201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4502199.000000 Penalty: 5040.810547
	Iteration 45Q: 3 clusters Score -4502199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4502199.000000 Penalty: 5040.810547
	Iteration 46Q: 3 clusters Score -4502199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4502203.500000 Penalty: 5040.810547
	Iteration 47Q: 3 clusters Score -4502204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4502202.500000 Penalty: 5040.810547
	Iteration 48Q: 3 clusters Score -4502202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4502203.500000 Penalty: 5040.810547
	Iteration 49Q: 3 clusters Score -4502204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4502205.000000 Penalty: 5040.810547
	Iteration 50Q: 3 clusters Score -4502205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4502205.000000 Penalty: 5040.810547
	Iteration 51F: 3 clusters Score -4502205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -977054.000000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -977054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -972139.062500 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -972139.1 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -973410.437500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -973410.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -973644.375000 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -973644.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -973852.375000 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -973852.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -974068.125000 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -974068.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -974255.625000 Penalty: 4282.242188
	Iteration 5Q: 3 clusters Score -974255.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -974465.000000 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -974465 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -974628.187500 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -974628.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -974759.187500 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -974759.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -974875.437500 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -974875.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -975005.500000 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -975005.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -975107.812500 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -975107.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -975196.125000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -975196.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -975287.312500 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -975287.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -975391.562500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -975391.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -975489.062500 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -975489.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -975590.375000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -975590.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -975682.000000 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -975682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -975738.937500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -975738.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -975779.187500 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -975779.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -975820.687500 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -975820.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -975853.625000 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -975853.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -975874.687500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -975874.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -975882.812500 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -975882.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -975893.125000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -975893.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -975899.937500 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -975899.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -975903.812500 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -975903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -975908.437500 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -975908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -975913.125000 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -975913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -975914.812500 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -975914.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -975921.812500 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -975921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -975922.500000 Penalty: 4282.242188
	Iteration 31Q: 3 clusters Score -975922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -975923.812500 Penalty: 4282.242188
	Iteration 32Q: 3 clusters Score -975923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -975927.562500 Penalty: 4282.242188
	Iteration 33Q: 3 clusters Score -975927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -975931.812500 Penalty: 4282.242188
	Iteration 34Q: 3 clusters Score -975931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -975931.437500 Penalty: 4282.242188
	Iteration 35Q: 3 clusters Score -975931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -975932.687500 Penalty: 4282.242188
	Iteration 36Q: 3 clusters Score -975932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -975933.625000 Penalty: 4282.242188
	Iteration 37Q: 3 clusters Score -975933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -975933.750000 Penalty: 4282.242188
	Iteration 38Q: 3 clusters Score -975933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -975935.437500 Penalty: 4282.242188
	Iteration 39Q: 3 clusters Score -975935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -975934.625000 Penalty: 4282.242188
	Iteration 40F: 3 clusters Score -975934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -975935.812500 Penalty: 4282.242188
	Iteration 41Q: 3 clusters Score -975935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -975934.875000 Penalty: 4282.242188
	Iteration 42Q: 3 clusters Score -975934.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -975934.875000 Penalty: 4282.242188
	Iteration 43F: 3 clusters Score -975934.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Entering Unmasked Estep 
Score: -8273945.000000 Penalty: 2666.159424
	Iteration 0F: 2 clusters Score -8273945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8243703.000000 Penalty: 5332.318848
	Iteration 0F: 3 clusters Score -8243703 nChanged 21461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8255822.000000 Penalty: 5332.318848
	Iteration 1F: 3 clusters Score -8255822 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -8256697.000000 Penalty: 5332.318848
	Iteration 2Q: 3 clusters Score -8256697 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8258121.500000 Penalty: 5332.318848
	Iteration 3F: 3 clusters Score -8258122 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -8260064.500000 Penalty: 5332.318848
	Iteration 4F: 3 clusters Score -8260064 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -8262501.000000 Penalty: 5332.318848
	Iteration 5F: 3 clusters Score -8262501 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -8265189.500000 Penalty: 5332.318848
	Iteration 6F: 3 clusters Score -8265190 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -8267647.000000 Penalty: 5332.318848
	Iteration 7F: 3 clusters Score -8267647 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -8269709.500000 Penalty: 5332.318848
	Iteration 8Q: 3 clusters Score -8269710 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -8271103.500000 Penalty: 5332.318848
	Iteration 9Q: 3 clusters Score -8271104 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -8271895.500000 Penalty: 5332.318848
	Iteration 10Q: 3 clusters Score -8271896 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -8272196.000000 Penalty: 5332.318848
	Iteration 11Q: 3 clusters Score -8272196 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -8272309.000000 Penalty: 5332.318848
	Iteration 12Q: 3 clusters Score -8272309 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -8272350.000000 Penalty: 5332.318848
	Iteration 13Q: 3 clusters Score -8272350 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -8272387.500000 Penalty: 5332.318848
	Iteration 14Q: 3 clusters Score -8272388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -8272409.000000 Penalty: 5332.318848
	Iteration 15Q: 3 clusters Score -8272409 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -8272410.500000 Penalty: 5332.318848
	Iteration 16Q: 3 clusters Score -8272410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -8272405.000000 Penalty: 5332.318848
	Iteration 17Q: 3 clusters Score -8272405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -8272413.500000 Penalty: 5332.318848
	Iteration 18Q: 3 clusters Score -8272414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -8272434.000000 Penalty: 5332.318848
	Iteration 19Q: 3 clusters Score -8272434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -8272428.000000 Penalty: 5332.318848
	Iteration 20F: 3 clusters Score -8272428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -8272428.000000 Penalty: 5332.318848
	Iteration 21Q: 3 clusters Score -8272428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -8272428.000000 Penalty: 5332.318848
	Iteration 22Q: 3 clusters Score -8272428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -8272421.500000 Penalty: 5332.318848
	Iteration 23Q: 3 clusters Score -8272422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8272417.500000 Penalty: 5332.318848
	Iteration 24Q: 3 clusters Score -8272418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -8272417.000000 Penalty: 5332.318848
	Iteration 25Q: 3 clusters Score -8272417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -8272419.000000 Penalty: 5332.318848
	Iteration 26Q: 3 clusters Score -8272419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -8272417.500000 Penalty: 5332.318848
	Iteration 27Q: 3 clusters Score -8272418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -8272418.000000 Penalty: 5332.318848
	Iteration 28Q: 3 clusters Score -8272418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -8272423.500000 Penalty: 5332.318848
	Iteration 29Q: 3 clusters Score -8272424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -8272422.000000 Penalty: 5332.318848
	Iteration 30Q: 3 clusters Score -8272422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -8272415.000000 Penalty: 5332.318848
	Iteration 31Q: 3 clusters Score -8272415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -8272424.500000 Penalty: 5332.318848
	Iteration 32Q: 3 clusters Score -8272424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -8272425.500000 Penalty: 5332.318848
	Iteration 33Q: 3 clusters Score -8272426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -8272429.000000 Penalty: 5332.318848
	Iteration 34Q: 3 clusters Score -8272429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -8272431.000000 Penalty: 5332.318848
	Iteration 35Q: 3 clusters Score -8272431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -8272431.000000 Penalty: 5332.318848
	Iteration 36Q: 3 clusters Score -8272431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -8272426.500000 Penalty: 5332.318848
	Iteration 37Q: 3 clusters Score -8272426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -8272426.500000 Penalty: 5332.318848
	Iteration 38F: 3 clusters Score -8272426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Entering Unmasked Estep 
Score: -3268377.500000 Penalty: 2436.113037
	Iteration 0F: 2 clusters Score -3268378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3255331.250000 Penalty: 4872.226074
	Iteration 0F: 3 clusters Score -3255331 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3259767.750000 Penalty: 4872.226074
	Iteration 1F: 3 clusters Score -3259768 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3260319.750000 Penalty: 4872.226074
	Iteration 2F: 3 clusters Score -3260320 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3260981.500000 Penalty: 4872.226074
	Iteration 3F: 3 clusters Score -3260982 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3261726.750000 Penalty: 4872.226074
	Iteration 4F: 3 clusters Score -3261727 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3262524.500000 Penalty: 4872.226074
	Iteration 5F: 3 clusters Score -3262524 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3263416.000000 Penalty: 4872.226074
	Iteration 6F: 3 clusters Score -3263416 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3264252.250000 Penalty: 4872.226074
	Iteration 7F: 3 clusters Score -3264252 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3265016.500000 Penalty: 4872.226074
	Iteration 8F: 3 clusters Score -3265016 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3265583.750000 Penalty: 4872.226074
	Iteration 9Q: 3 clusters Score -3265584 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3265982.500000 Penalty: 4872.226074
	Iteration 10Q: 3 clusters Score -3265982 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3266225.500000 Penalty: 4872.226074
	Iteration 11Q: 3 clusters Score -3266226 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3266387.250000 Penalty: 4872.226074
	Iteration 12Q: 3 clusters Score -3266387 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3266501.000000 Penalty: 4872.226074
	Iteration 13Q: 3 clusters Score -3266501 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3266558.750000 Penalty: 4872.226074
	Iteration 14Q: 3 clusters Score -3266559 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3266598.250000 Penalty: 4872.226074
	Iteration 15Q: 3 clusters Score -3266598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3266634.250000 Penalty: 4872.226074
	Iteration 16Q: 3 clusters Score -3266634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3266654.750000 Penalty: 4872.226074
	Iteration 17Q: 3 clusters Score -3266655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3266667.250000 Penalty: 4872.226074
	Iteration 18Q: 3 clusters Score -3266667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3266674.750000 Penalty: 4872.226074
	Iteration 19Q: 3 clusters Score -3266675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3266686.750000 Penalty: 4872.226074
	Iteration 20F: 3 clusters Score -3266687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3266693.750000 Penalty: 4872.226074
	Iteration 21Q: 3 clusters Score -3266694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3266692.750000 Penalty: 4872.226074
	Iteration 22Q: 3 clusters Score -3266693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3266696.500000 Penalty: 4872.226074
	Iteration 23Q: 3 clusters Score -3266696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3266693.250000 Penalty: 4872.226074
	Iteration 24Q: 3 clusters Score -3266693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3266693.250000 Penalty: 4872.226074
	Iteration 25F: 3 clusters Score -3266693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46119.359375 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46119.36 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46560.328125 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46560.33 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47184.972656 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -47184.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47770.671875 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -47770.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47913.722656 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -47913.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47979.769531 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -47979.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47998.417969 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -47998.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48023.003906 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -48023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48023.003906 Penalty: 3129.719482
	Iteration 8F: 3 clusters Score -48023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 44540 members 
Mstep: Class 3 contains 41458 members 
Mstep: Class 4 contains 52109 members 
Mstep: Class 5 contains 54799 members 
Mstep: Class 6 contains 31220 members 
Mstep: Class 7 contains 25924 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 46660 members 
Mstep: Class 10 contains 18454 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 59164 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 43486 members 
Mstep: Class 17 contains 46247 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 50143 members 
Mstep: Class 20 contains 49177 members 
Mstep: Class 21 contains 43919 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49057 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 23129 members 
Mstep: Class 29 contains 48938 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 52310 members 
Mstep: Class 32 contains 37281 members 
Mstep: Class 33 contains 55077 members 
Mstep: Class 34 contains 26827 members 
Mstep: Class 35 contains 47114 members 
Mstep: Class 36 contains 50300 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 157 members 
Entering Unmasked Estep 
Score: -196367696.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196368368.000000 to -196367696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -784841.687500 Penalty: 2087.234375
	Iteration 0F: 2 clusters Score -784841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -780638.187500 Penalty: 4174.468750
	Iteration 0F: 3 clusters Score -780638.2 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -781613.062500 Penalty: 4174.468750
	Iteration 1F: 3 clusters Score -781613.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -781838.312500 Penalty: 4174.468750
	Iteration 2F: 3 clusters Score -781838.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -782002.187500 Penalty: 4174.468750
	Iteration 3F: 3 clusters Score -782002.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -782093.437500 Penalty: 4174.468750
	Iteration 4Q: 3 clusters Score -782093.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -782159.375000 Penalty: 4174.468750
	Iteration 5Q: 3 clusters Score -782159.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -782215.562500 Penalty: 4174.468750
	Iteration 6Q: 3 clusters Score -782215.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -782270.187500 Penalty: 4174.468750
	Iteration 7Q: 3 clusters Score -782270.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -782320.625000 Penalty: 4174.468750
	Iteration 8Q: 3 clusters Score -782320.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -782377.062500 Penalty: 4174.468750
	Iteration 9Q: 3 clusters Score -782377.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -782421.500000 Penalty: 4174.468750
	Iteration 10Q: 3 clusters Score -782421.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -782460.500000 Penalty: 4174.468750
	Iteration 11Q: 3 clusters Score -782460.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -782499.437500 Penalty: 4174.468750
	Iteration 12Q: 3 clusters Score -782499.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -782555.062500 Penalty: 4174.468750
	Iteration 13Q: 3 clusters Score -782555.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -782610.437500 Penalty: 4174.468750
	Iteration 14Q: 3 clusters Score -782610.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -782662.937500 Penalty: 4174.468750
	Iteration 15Q: 3 clusters Score -782662.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -782723.937500 Penalty: 4174.468750
	Iteration 16Q: 3 clusters Score -782723.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -782785.562500 Penalty: 4174.468750
	Iteration 17Q: 3 clusters Score -782785.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -782845.500000 Penalty: 4174.468750
	Iteration 18Q: 3 clusters Score -782845.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -782910.125000 Penalty: 4174.468750
	Iteration 19Q: 3 clusters Score -782910.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -782965.750000 Penalty: 4174.468750
	Iteration 20F: 3 clusters Score -782965.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -783025.875000 Penalty: 4174.468750
	Iteration 21Q: 3 clusters Score -783025.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -783070.687500 Penalty: 4174.468750
	Iteration 22Q: 3 clusters Score -783070.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -783138.687500 Penalty: 4174.468750
	Iteration 23Q: 3 clusters Score -783138.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -783211.687500 Penalty: 4174.468750
	Iteration 24Q: 3 clusters Score -783211.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -783279.062500 Penalty: 4174.468750
	Iteration 25Q: 3 clusters Score -783279.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -783335.250000 Penalty: 4174.468750
	Iteration 26Q: 3 clusters Score -783335.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -783364.750000 Penalty: 4174.468750
	Iteration 27Q: 3 clusters Score -783364.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -783386.750000 Penalty: 4174.468750
	Iteration 28Q: 3 clusters Score -783386.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -783408.187500 Penalty: 4174.468750
	Iteration 29Q: 3 clusters Score -783408.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -783426.687500 Penalty: 4174.468750
	Iteration 30Q: 3 clusters Score -783426.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -783443.562500 Penalty: 4174.468750
	Iteration 31Q: 3 clusters Score -783443.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -783452.562500 Penalty: 4174.468750
	Iteration 32Q: 3 clusters Score -783452.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -783461.125000 Penalty: 4174.468750
	Iteration 33Q: 3 clusters Score -783461.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -783471.312500 Penalty: 4174.468750
	Iteration 34Q: 3 clusters Score -783471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -783475.687500 Penalty: 4174.468750
	Iteration 35Q: 3 clusters Score -783475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -783482.625000 Penalty: 4174.468750
	Iteration 36Q: 3 clusters Score -783482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -783489.937500 Penalty: 4174.468750
	Iteration 37Q: 3 clusters Score -783489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -783493.562500 Penalty: 4174.468750
	Iteration 38Q: 3 clusters Score -783493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -783496.937500 Penalty: 4174.468750
	Iteration 39Q: 3 clusters Score -783496.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -783501.375000 Penalty: 4174.468750
	Iteration 40F: 3 clusters Score -783501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -783500.312500 Penalty: 4174.468750
	Iteration 41Q: 3 clusters Score -783500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -783504.437500 Penalty: 4174.468750
	Iteration 42Q: 3 clusters Score -783504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -783508.062500 Penalty: 4174.468750
	Iteration 43Q: 3 clusters Score -783508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -783514.750000 Penalty: 4174.468750
	Iteration 44Q: 3 clusters Score -783514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -783516.312500 Penalty: 4174.468750
	Iteration 45Q: 3 clusters Score -783516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -783516.937500 Penalty: 4174.468750
	Iteration 46Q: 3 clusters Score -783516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -783518.750000 Penalty: 4174.468750
	Iteration 47Q: 3 clusters Score -783518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -783518.750000 Penalty: 4174.468750
	Iteration 48F: 3 clusters Score -783518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Entering Unmasked Estep 
Score: -10685256.000000 Penalty: 2725.041016
	Iteration 0F: 2 clusters Score -1.068526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -10654210.000000 Penalty: 5450.082031
	Iteration 0F: 3 clusters Score -1.065421e+07 nChanged 27383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -10669254.000000 Penalty: 5450.082031
	Iteration 1F: 3 clusters Score -1.066925e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -10669758.000000 Penalty: 5450.082031
	Iteration 2Q: 3 clusters Score -1.066976e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -10670226.000000 Penalty: 5450.082031
	Iteration 3Q: 3 clusters Score -1.067023e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -10670588.000000 Penalty: 5450.082031
	Iteration 4Q: 3 clusters Score -1.067059e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -10671031.000000 Penalty: 5450.082031
	Iteration 5Q: 3 clusters Score -1.067103e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -10671459.000000 Penalty: 5450.082031
	Iteration 6Q: 3 clusters Score -1.067146e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -10671990.000000 Penalty: 5450.082031
	Iteration 7Q: 3 clusters Score -1.067199e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -10672621.000000 Penalty: 5450.082031
	Iteration 8Q: 3 clusters Score -1.067262e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -10673542.000000 Penalty: 5450.082031
	Iteration 9Q: 3 clusters Score -1.067354e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -10674929.000000 Penalty: 5450.082031
	Iteration 10Q: 3 clusters Score -1.067493e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -10676910.000000 Penalty: 5450.082031
	Iteration 11F: 3 clusters Score -1.067691e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -10679026.000000 Penalty: 5450.082031
	Iteration 12F: 3 clusters Score -1.067903e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -10680605.000000 Penalty: 5450.082031
	Iteration 13Q: 3 clusters Score -1.06806e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -10681413.000000 Penalty: 5450.082031
	Iteration 14Q: 3 clusters Score -1.068141e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -10681696.000000 Penalty: 5450.082031
	Iteration 15Q: 3 clusters Score -1.06817e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -10681858.000000 Penalty: 5450.082031
	Iteration 16Q: 3 clusters Score -1.068186e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -10681910.000000 Penalty: 5450.082031
	Iteration 17Q: 3 clusters Score -1.068191e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -10682019.000000 Penalty: 5450.082031
	Iteration 18Q: 3 clusters Score -1.068202e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -10682198.000000 Penalty: 5450.082031
	Iteration 19Q: 3 clusters Score -1.06822e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -10682374.000000 Penalty: 5450.082031
	Iteration 20F: 3 clusters Score -1.068237e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -10682454.000000 Penalty: 5450.082031
	Iteration 21Q: 3 clusters Score -1.068245e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -10682558.000000 Penalty: 5450.082031
	Iteration 22Q: 3 clusters Score -1.068256e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -10682540.000000 Penalty: 5450.082031
	Iteration 23Q: 3 clusters Score -1.068254e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -10682536.000000 Penalty: 5450.082031
	Iteration 24Q: 3 clusters Score -1.068254e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -10682592.000000 Penalty: 5450.082031
	Iteration 25Q: 3 clusters Score -1.068259e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -10682512.000000 Penalty: 5450.082031
	Iteration 26Q: 3 clusters Score -1.068251e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -10682504.000000 Penalty: 5450.082031
	Iteration 27Q: 3 clusters Score -1.06825e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -10682440.000000 Penalty: 5450.082031
	Iteration 28Q: 3 clusters Score -1.068244e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -10682345.000000 Penalty: 5450.082031
	Iteration 29Q: 3 clusters Score -1.068234e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -10682188.000000 Penalty: 5450.082031
	Iteration 30Q: 3 clusters Score -1.068219e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -10682047.000000 Penalty: 5450.082031
	Iteration 31Q: 3 clusters Score -1.068205e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -10681973.000000 Penalty: 5450.082031
	Iteration 32Q: 3 clusters Score -1.068197e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -10681887.000000 Penalty: 5450.082031
	Iteration 33Q: 3 clusters Score -1.068189e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -10681796.000000 Penalty: 5450.082031
	Iteration 34Q: 3 clusters Score -1.06818e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -10681750.000000 Penalty: 5450.082031
	Iteration 35Q: 3 clusters Score -1.068175e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -10681704.000000 Penalty: 5450.082031
	Iteration 36Q: 3 clusters Score -1.06817e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -10681664.000000 Penalty: 5450.082031
	Iteration 37Q: 3 clusters Score -1.068166e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -10681586.000000 Penalty: 5450.082031
	Iteration 38Q: 3 clusters Score -1.068159e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -10681554.000000 Penalty: 5450.082031
	Iteration 39Q: 3 clusters Score -1.068155e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -10681498.000000 Penalty: 5450.082031
	Iteration 40F: 3 clusters Score -1.06815e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -10681486.000000 Penalty: 5450.082031
	Iteration 41Q: 3 clusters Score -1.068149e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -10681442.000000 Penalty: 5450.082031
	Iteration 42Q: 3 clusters Score -1.068144e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -10681427.000000 Penalty: 5450.082031
	Iteration 43Q: 3 clusters Score -1.068143e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -10681387.000000 Penalty: 5450.082031
	Iteration 44Q: 3 clusters Score -1.068139e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -10681345.000000 Penalty: 5450.082031
	Iteration 45Q: 3 clusters Score -1.068134e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -10681290.000000 Penalty: 5450.082031
	Iteration 46Q: 3 clusters Score -1.068129e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -10681231.000000 Penalty: 5450.082031
	Iteration 47Q: 3 clusters Score -1.068123e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -10681233.000000 Penalty: 5450.082031
	Iteration 48Q: 3 clusters Score -1.068123e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -10681186.000000 Penalty: 5450.082031
	Iteration 49Q: 3 clusters Score -1.068119e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -10681190.000000 Penalty: 5450.082031
	Iteration 50Q: 3 clusters Score -1.068119e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -10681196.000000 Penalty: 5450.082031
	Iteration 51Q: 3 clusters Score -1.06812e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -10681156.000000 Penalty: 5450.082031
	Iteration 52Q: 3 clusters Score -1.068116e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -10681130.000000 Penalty: 5450.082031
	Iteration 53Q: 3 clusters Score -1.068113e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -10681130.000000 Penalty: 5450.082031
	Iteration 54Q: 3 clusters Score -1.068113e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -10681112.000000 Penalty: 5450.082031
	Iteration 55Q: 3 clusters Score -1.068111e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -10681081.000000 Penalty: 5450.082031
	Iteration 56Q: 3 clusters Score -1.068108e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -10681084.000000 Penalty: 5450.082031
	Iteration 57Q: 3 clusters Score -1.068108e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -10681108.000000 Penalty: 5450.082031
	Iteration 58Q: 3 clusters Score -1.068111e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -10681115.000000 Penalty: 5450.082031
	Iteration 59Q: 3 clusters Score -1.068112e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -10681104.000000 Penalty: 5450.082031
	Iteration 60F: 3 clusters Score -1.06811e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -10681110.000000 Penalty: 5450.082031
	Iteration 61Q: 3 clusters Score -1.068111e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -10681141.000000 Penalty: 5450.082031
	Iteration 62Q: 3 clusters Score -1.068114e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -10681184.000000 Penalty: 5450.082031
	Iteration 63Q: 3 clusters Score -1.068118e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -10681256.000000 Penalty: 5450.082031
	Iteration 64Q: 3 clusters Score -1.068126e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -10681354.000000 Penalty: 5450.082031
	Iteration 65Q: 3 clusters Score -1.068135e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -10681458.000000 Penalty: 5450.082031
	Iteration 66Q: 3 clusters Score -1.068146e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10681573.000000 Penalty: 5450.082031
	Iteration 67Q: 3 clusters Score -1.068157e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -10681697.000000 Penalty: 5450.082031
	Iteration 68Q: 3 clusters Score -1.06817e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -10681802.000000 Penalty: 5450.082031
	Iteration 69Q: 3 clusters Score -1.06818e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -10681837.000000 Penalty: 5450.082031
	Iteration 70Q: 3 clusters Score -1.068184e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10681934.000000 Penalty: 5450.082031
	Iteration 71Q: 3 clusters Score -1.068193e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -10681982.000000 Penalty: 5450.082031
	Iteration 72Q: 3 clusters Score -1.068198e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -10682073.000000 Penalty: 5450.082031
	Iteration 73Q: 3 clusters Score -1.068207e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -10682165.000000 Penalty: 5450.082031
	Iteration 74Q: 3 clusters Score -1.068216e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -10682238.000000 Penalty: 5450.082031
	Iteration 75Q: 3 clusters Score -1.068224e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -10682305.000000 Penalty: 5450.082031
	Iteration 76Q: 3 clusters Score -1.06823e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -10682407.000000 Penalty: 5450.082031
	Iteration 77Q: 3 clusters Score -1.068241e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -10682485.000000 Penalty: 5450.082031
	Iteration 78Q: 3 clusters Score -1.068248e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10682550.000000 Penalty: 5450.082031
	Iteration 79Q: 3 clusters Score -1.068255e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10682594.000000 Penalty: 5450.082031
	Iteration 80F: 3 clusters Score -1.068259e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10682669.000000 Penalty: 5450.082031
	Iteration 81Q: 3 clusters Score -1.068267e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10682709.000000 Penalty: 5450.082031
	Iteration 82Q: 3 clusters Score -1.068271e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10682742.000000 Penalty: 5450.082031
	Iteration 83Q: 3 clusters Score -1.068274e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10682784.000000 Penalty: 5450.082031
	Iteration 84Q: 3 clusters Score -1.068278e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10682804.000000 Penalty: 5450.082031
	Iteration 85Q: 3 clusters Score -1.06828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10682862.000000 Penalty: 5450.082031
	Iteration 86Q: 3 clusters Score -1.068286e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10682894.000000 Penalty: 5450.082031
	Iteration 87Q: 3 clusters Score -1.068289e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10682907.000000 Penalty: 5450.082031
	Iteration 88Q: 3 clusters Score -1.068291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10682915.000000 Penalty: 5450.082031
	Iteration 89Q: 3 clusters Score -1.068292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10682914.000000 Penalty: 5450.082031
	Iteration 90Q: 3 clusters Score -1.068291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10682919.000000 Penalty: 5450.082031
	Iteration 91Q: 3 clusters Score -1.068292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10682943.000000 Penalty: 5450.082031
	Iteration 92Q: 3 clusters Score -1.068294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -10682978.000000 Penalty: 5450.082031
	Iteration 93Q: 3 clusters Score -1.068298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10682973.000000 Penalty: 5450.082031
	Iteration 94Q: 3 clusters Score -1.068297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10682973.000000 Penalty: 5450.082031
	Iteration 95Q: 3 clusters Score -1.068297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10682991.000000 Penalty: 5450.082031
	Iteration 96Q: 3 clusters Score -1.068299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10683004.000000 Penalty: 5450.082031
	Iteration 97Q: 3 clusters Score -1.0683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10683010.000000 Penalty: 5450.082031
	Iteration 98Q: 3 clusters Score -1.068301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10683020.000000 Penalty: 5450.082031
	Iteration 99Q: 3 clusters Score -1.068302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10683016.000000 Penalty: 5450.082031
	Iteration 100F: 3 clusters Score -1.068302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10683029.000000 Penalty: 5450.082031
	Iteration 101Q: 3 clusters Score -1.068303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10683039.000000 Penalty: 5450.082031
	Iteration 102Q: 3 clusters Score -1.068304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10683052.000000 Penalty: 5450.082031
	Iteration 103Q: 3 clusters Score -1.068305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10683045.000000 Penalty: 5450.082031
	Iteration 104Q: 3 clusters Score -1.068304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10683046.000000 Penalty: 5450.082031
	Iteration 105Q: 3 clusters Score -1.068305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10683044.000000 Penalty: 5450.082031
	Iteration 106Q: 3 clusters Score -1.068304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10683040.000000 Penalty: 5450.082031
	Iteration 107Q: 3 clusters Score -1.068304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10683049.000000 Penalty: 5450.082031
	Iteration 108Q: 3 clusters Score -1.068305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10683045.000000 Penalty: 5450.082031
	Iteration 109Q: 3 clusters Score -1.068304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10683058.000000 Penalty: 5450.082031
	Iteration 110Q: 3 clusters Score -1.068306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10683058.000000 Penalty: 5450.082031
	Iteration 111Q: 3 clusters Score -1.068306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10683054.000000 Penalty: 5450.082031
	Iteration 112Q: 3 clusters Score -1.068305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10683068.000000 Penalty: 5450.082031
	Iteration 113Q: 3 clusters Score -1.068307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10683077.000000 Penalty: 5450.082031
	Iteration 114Q: 3 clusters Score -1.068308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10683077.000000 Penalty: 5450.082031
	Iteration 115Q: 3 clusters Score -1.068308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10683076.000000 Penalty: 5450.082031
	Iteration 116Q: 3 clusters Score -1.068308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10683086.000000 Penalty: 5450.082031
	Iteration 117Q: 3 clusters Score -1.068309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10683084.000000 Penalty: 5450.082031
	Iteration 118Q: 3 clusters Score -1.068308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10683080.000000 Penalty: 5450.082031
	Iteration 119Q: 3 clusters Score -1.068308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10683080.000000 Penalty: 5450.082031
	Iteration 120F: 3 clusters Score -1.068308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -76702.843750 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -76702.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75246.953125 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -75246.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75458.328125 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -75458.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75555.195312 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -75555.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75642.601562 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -75642.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75715.335938 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -75715.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75755.625000 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -75755.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75758.703125 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -75758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75760.789062 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -75760.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75766.429688 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -75766.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75775.828125 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -75775.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75779.859375 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -75779.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75786.781250 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -75786.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75789.703125 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -75789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75791.234375 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -75791.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75791.234375 Penalty: 3045.382812
	Iteration 14F: 3 clusters Score -75791.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Entering Unmasked Estep 
Score: -2994581.750000 Penalty: 2415.541260
	Iteration 0F: 2 clusters Score -2994582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2982368.500000 Penalty: 4831.082520
	Iteration 0F: 3 clusters Score -2982368 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2986390.000000 Penalty: 4831.082520
	Iteration 1F: 3 clusters Score -2986390 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2986838.250000 Penalty: 4831.082520
	Iteration 2F: 3 clusters Score -2986838 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2987294.000000 Penalty: 4831.082520
	Iteration 3F: 3 clusters Score -2987294 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2987796.000000 Penalty: 4831.082520
	Iteration 4F: 3 clusters Score -2987796 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2988352.500000 Penalty: 4831.082520
	Iteration 5F: 3 clusters Score -2988352 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2988944.500000 Penalty: 4831.082520
	Iteration 6F: 3 clusters Score -2988944 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2989532.000000 Penalty: 4831.082520
	Iteration 7F: 3 clusters Score -2989532 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2990131.250000 Penalty: 4831.082520
	Iteration 8Q: 3 clusters Score -2990131 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2990679.250000 Penalty: 4831.082520
	Iteration 9Q: 3 clusters Score -2990679 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2991213.750000 Penalty: 4831.082520
	Iteration 10Q: 3 clusters Score -2991214 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2991614.500000 Penalty: 4831.082520
	Iteration 11Q: 3 clusters Score -2991614 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2991915.000000 Penalty: 4831.082520
	Iteration 12Q: 3 clusters Score -2991915 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2992098.750000 Penalty: 4831.082520
	Iteration 13Q: 3 clusters Score -2992099 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2992237.750000 Penalty: 4831.082520
	Iteration 14Q: 3 clusters Score -2992238 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2992348.250000 Penalty: 4831.082520
	Iteration 15Q: 3 clusters Score -2992348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2992412.750000 Penalty: 4831.082520
	Iteration 16Q: 3 clusters Score -2992413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2992439.250000 Penalty: 4831.082520
	Iteration 17Q: 3 clusters Score -2992439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2992480.750000 Penalty: 4831.082520
	Iteration 18Q: 3 clusters Score -2992481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2992504.250000 Penalty: 4831.082520
	Iteration 19Q: 3 clusters Score -2992504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2992523.000000 Penalty: 4831.082520
	Iteration 20F: 3 clusters Score -2992523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2992534.750000 Penalty: 4831.082520
	Iteration 21Q: 3 clusters Score -2992535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2992550.250000 Penalty: 4831.082520
	Iteration 22Q: 3 clusters Score -2992550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2992559.000000 Penalty: 4831.082520
	Iteration 23Q: 3 clusters Score -2992559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2992563.500000 Penalty: 4831.082520
	Iteration 24Q: 3 clusters Score -2992564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2992565.750000 Penalty: 4831.082520
	Iteration 25Q: 3 clusters Score -2992566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2992574.750000 Penalty: 4831.082520
	Iteration 26Q: 3 clusters Score -2992575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2992577.000000 Penalty: 4831.082520
	Iteration 27Q: 3 clusters Score -2992577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2992577.250000 Penalty: 4831.082520
	Iteration 28Q: 3 clusters Score -2992577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2992578.500000 Penalty: 4831.082520
	Iteration 29Q: 3 clusters Score -2992578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2992579.250000 Penalty: 4831.082520
	Iteration 30Q: 3 clusters Score -2992579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2992583.000000 Penalty: 4831.082520
	Iteration 31Q: 3 clusters Score -2992583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2992583.000000 Penalty: 4831.082520
	Iteration 32F: 3 clusters Score -2992583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Entering Unmasked Estep 
Score: -7749720.000000 Penalty: 2648.687988
	Iteration 0F: 2 clusters Score -7749720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -7720773.500000 Penalty: 5297.375977
	Iteration 0F: 3 clusters Score -7720774 nChanged 20024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -7731792.500000 Penalty: 5297.375977
	Iteration 1F: 3 clusters Score -7731792 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -7732542.000000 Penalty: 5297.375977
	Iteration 2Q: 3 clusters Score -7732542 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -7733492.500000 Penalty: 5297.375977
	Iteration 3Q: 3 clusters Score -7733492 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -7734662.000000 Penalty: 5297.375977
	Iteration 4F: 3 clusters Score -7734662 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -7736277.000000 Penalty: 5297.375977
	Iteration 5F: 3 clusters Score -7736277 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -7738158.000000 Penalty: 5297.375977
	Iteration 6F: 3 clusters Score -7738158 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -7740189.500000 Penalty: 5297.375977
	Iteration 7F: 3 clusters Score -7740190 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -7742099.500000 Penalty: 5297.375977
	Iteration 8F: 3 clusters Score -7742100 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -7743711.000000 Penalty: 5297.375977
	Iteration 9F: 3 clusters Score -7743711 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7745029.500000 Penalty: 5297.375977
	Iteration 10Q: 3 clusters Score -7745030 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7746003.000000 Penalty: 5297.375977
	Iteration 11Q: 3 clusters Score -7746003 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7746703.500000 Penalty: 5297.375977
	Iteration 12Q: 3 clusters Score -7746704 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7747168.000000 Penalty: 5297.375977
	Iteration 13Q: 3 clusters Score -7747168 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7747477.500000 Penalty: 5297.375977
	Iteration 14Q: 3 clusters Score -7747478 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7747695.500000 Penalty: 5297.375977
	Iteration 15Q: 3 clusters Score -7747696 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7747803.500000 Penalty: 5297.375977
	Iteration 16Q: 3 clusters Score -7747804 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7747860.500000 Penalty: 5297.375977
	Iteration 17Q: 3 clusters Score -7747860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7747890.000000 Penalty: 5297.375977
	Iteration 18Q: 3 clusters Score -7747890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7747932.500000 Penalty: 5297.375977
	Iteration 19Q: 3 clusters Score -7747932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7747960.500000 Penalty: 5297.375977
	Iteration 20F: 3 clusters Score -7747960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7747963.000000 Penalty: 5297.375977
	Iteration 21Q: 3 clusters Score -7747963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7747965.000000 Penalty: 5297.375977
	Iteration 22Q: 3 clusters Score -7747965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7747968.500000 Penalty: 5297.375977
	Iteration 23Q: 3 clusters Score -7747968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7747975.500000 Penalty: 5297.375977
	Iteration 24Q: 3 clusters Score -7747976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7747986.500000 Penalty: 5297.375977
	Iteration 25Q: 3 clusters Score -7747986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7747992.000000 Penalty: 5297.375977
	Iteration 26Q: 3 clusters Score -7747992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7747994.500000 Penalty: 5297.375977
	Iteration 27Q: 3 clusters Score -7747994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7747992.500000 Penalty: 5297.375977
	Iteration 28Q: 3 clusters Score -7747992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7747992.500000 Penalty: 5297.375977
	Iteration 29Q: 3 clusters Score -7747992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7747995.000000 Penalty: 5297.375977
	Iteration 30Q: 3 clusters Score -7747995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7747996.000000 Penalty: 5297.375977
	Iteration 31Q: 3 clusters Score -7747996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7747983.500000 Penalty: 5297.375977
	Iteration 32Q: 3 clusters Score -7747984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7747981.000000 Penalty: 5297.375977
	Iteration 33Q: 3 clusters Score -7747981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7747991.000000 Penalty: 5297.375977
	Iteration 34Q: 3 clusters Score -7747991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7747995.000000 Penalty: 5297.375977
	Iteration 35Q: 3 clusters Score -7747995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7747996.000000 Penalty: 5297.375977
	Iteration 36Q: 3 clusters Score -7747996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7748002.000000 Penalty: 5297.375977
	Iteration 37Q: 3 clusters Score -7748002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7747998.000000 Penalty: 5297.375977
	Iteration 38Q: 3 clusters Score -7747998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7747998.000000 Penalty: 5297.375977
	Iteration 39F: 3 clusters Score -7747998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Entering Unmasked Estep 
Score: -8346237.000000 Penalty: 2663.954346
	Iteration 0F: 2 clusters Score -8346237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8316979.000000 Penalty: 5327.908691
	Iteration 0F: 3 clusters Score -8316979 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -8328970.500000 Penalty: 5327.908691
	Iteration 1F: 3 clusters Score -8328970 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -8329480.500000 Penalty: 5327.908691
	Iteration 2Q: 3 clusters Score -8329480 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -8329965.000000 Penalty: 5327.908691
	Iteration 3Q: 3 clusters Score -8329965 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -8330424.000000 Penalty: 5327.908691
	Iteration 4Q: 3 clusters Score -8330424 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -8331172.500000 Penalty: 5327.908691
	Iteration 5Q: 3 clusters Score -8331172 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -8332172.500000 Penalty: 5327.908691
	Iteration 6Q: 3 clusters Score -8332172 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -8333809.000000 Penalty: 5327.908691
	Iteration 7F: 3 clusters Score -8333809 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -8335930.000000 Penalty: 5327.908691
	Iteration 8F: 3 clusters Score -8335930 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -8338447.500000 Penalty: 5327.908691
	Iteration 9F: 3 clusters Score -8338448 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -8340656.000000 Penalty: 5327.908691
	Iteration 10F: 3 clusters Score -8340656 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -8342221.000000 Penalty: 5327.908691
	Iteration 11Q: 3 clusters Score -8342221 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8343151.000000 Penalty: 5327.908691
	Iteration 12Q: 3 clusters Score -8343151 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -8343579.500000 Penalty: 5327.908691
	Iteration 13Q: 3 clusters Score -8343580 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8343802.000000 Penalty: 5327.908691
	Iteration 14Q: 3 clusters Score -8343802 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8343889.000000 Penalty: 5327.908691
	Iteration 15Q: 3 clusters Score -8343889 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -8343941.500000 Penalty: 5327.908691
	Iteration 16Q: 3 clusters Score -8343942 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -8343964.500000 Penalty: 5327.908691
	Iteration 17Q: 3 clusters Score -8343964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -8343978.500000 Penalty: 5327.908691
	Iteration 18Q: 3 clusters Score -8343978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -8344007.000000 Penalty: 5327.908691
	Iteration 19Q: 3 clusters Score -8344007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8344014.000000 Penalty: 5327.908691
	Iteration 20F: 3 clusters Score -8344014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -8344026.500000 Penalty: 5327.908691
	Iteration 21Q: 3 clusters Score -8344026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -8344027.500000 Penalty: 5327.908691
	Iteration 22Q: 3 clusters Score -8344028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -8344037.500000 Penalty: 5327.908691
	Iteration 23Q: 3 clusters Score -8344038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8344043.000000 Penalty: 5327.908691
	Iteration 24Q: 3 clusters Score -8344043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8344038.000000 Penalty: 5327.908691
	Iteration 25Q: 3 clusters Score -8344038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8344044.500000 Penalty: 5327.908691
	Iteration 26Q: 3 clusters Score -8344044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8344045.500000 Penalty: 5327.908691
	Iteration 27Q: 3 clusters Score -8344046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8344048.500000 Penalty: 5327.908691
	Iteration 28Q: 3 clusters Score -8344048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8344045.500000 Penalty: 5327.908691
	Iteration 29Q: 3 clusters Score -8344046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8344040.500000 Penalty: 5327.908691
	Iteration 30Q: 3 clusters Score -8344040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8344052.000000 Penalty: 5327.908691
	Iteration 31Q: 3 clusters Score -8344052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8344051.500000 Penalty: 5327.908691
	Iteration 32Q: 3 clusters Score -8344052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -8344058.000000 Penalty: 5327.908691
	Iteration 33Q: 3 clusters Score -8344058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -8344067.500000 Penalty: 5327.908691
	Iteration 34Q: 3 clusters Score -8344068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8344061.500000 Penalty: 5327.908691
	Iteration 35Q: 3 clusters Score -8344062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8344064.500000 Penalty: 5327.908691
	Iteration 36Q: 3 clusters Score -8344064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -8344064.500000 Penalty: 5327.908691
	Iteration 37Q: 3 clusters Score -8344064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8344070.000000 Penalty: 5327.908691
	Iteration 38Q: 3 clusters Score -8344070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -8344067.500000 Penalty: 5327.908691
	Iteration 39Q: 3 clusters Score -8344068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8344069.500000 Penalty: 5327.908691
	Iteration 40F: 3 clusters Score -8344070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8344077.000000 Penalty: 5327.908691
	Iteration 41Q: 3 clusters Score -8344077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -8344067.500000 Penalty: 5327.908691
	Iteration 42Q: 3 clusters Score -8344068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8344066.000000 Penalty: 5327.908691
	Iteration 43Q: 3 clusters Score -8344066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8344068.500000 Penalty: 5327.908691
	Iteration 44Q: 3 clusters Score -8344068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8344062.000000 Penalty: 5327.908691
	Iteration 45Q: 3 clusters Score -8344062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8344070.500000 Penalty: 5327.908691
	Iteration 46Q: 3 clusters Score -8344070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8344070.500000 Penalty: 5327.908691
	Iteration 47F: 3 clusters Score -8344070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Entering Unmasked Estep 
Score: -1018787.250000 Penalty: 2144.366943
	Iteration 0F: 2 clusters Score -1018787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1013791.000000 Penalty: 4288.733887
	Iteration 0F: 3 clusters Score -1013791 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1015022.437500 Penalty: 4288.733887
	Iteration 1F: 3 clusters Score -1015022 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1015217.750000 Penalty: 4288.733887
	Iteration 2F: 3 clusters Score -1015218 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1015329.375000 Penalty: 4288.733887
	Iteration 3Q: 3 clusters Score -1015329 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1015430.437500 Penalty: 4288.733887
	Iteration 4Q: 3 clusters Score -1015430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1015514.625000 Penalty: 4288.733887
	Iteration 5Q: 3 clusters Score -1015515 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1015576.250000 Penalty: 4288.733887
	Iteration 6Q: 3 clusters Score -1015576 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1015638.687500 Penalty: 4288.733887
	Iteration 7Q: 3 clusters Score -1015639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1015702.312500 Penalty: 4288.733887
	Iteration 8Q: 3 clusters Score -1015702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1015754.937500 Penalty: 4288.733887
	Iteration 9Q: 3 clusters Score -1015755 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1015806.312500 Penalty: 4288.733887
	Iteration 10Q: 3 clusters Score -1015806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1015872.750000 Penalty: 4288.733887
	Iteration 11Q: 3 clusters Score -1015873 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1015938.562500 Penalty: 4288.733887
	Iteration 12Q: 3 clusters Score -1015939 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1016002.562500 Penalty: 4288.733887
	Iteration 13Q: 3 clusters Score -1016003 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1016067.437500 Penalty: 4288.733887
	Iteration 14Q: 3 clusters Score -1016067 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1016139.875000 Penalty: 4288.733887
	Iteration 15Q: 3 clusters Score -1016140 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1016225.375000 Penalty: 4288.733887
	Iteration 16Q: 3 clusters Score -1016225 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1016325.875000 Penalty: 4288.733887
	Iteration 17Q: 3 clusters Score -1016326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1016420.750000 Penalty: 4288.733887
	Iteration 18Q: 3 clusters Score -1016421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1016514.812500 Penalty: 4288.733887
	Iteration 19Q: 3 clusters Score -1016515 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1016587.000000 Penalty: 4288.733887
	Iteration 20F: 3 clusters Score -1016587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1016641.875000 Penalty: 4288.733887
	Iteration 21Q: 3 clusters Score -1016642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1016693.250000 Penalty: 4288.733887
	Iteration 22Q: 3 clusters Score -1016693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1016728.250000 Penalty: 4288.733887
	Iteration 23Q: 3 clusters Score -1016728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1016758.187500 Penalty: 4288.733887
	Iteration 24Q: 3 clusters Score -1016758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1016784.500000 Penalty: 4288.733887
	Iteration 25Q: 3 clusters Score -1016784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1016805.562500 Penalty: 4288.733887
	Iteration 26Q: 3 clusters Score -1016806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1016825.375000 Penalty: 4288.733887
	Iteration 27Q: 3 clusters Score -1016825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1016847.812500 Penalty: 4288.733887
	Iteration 28Q: 3 clusters Score -1016848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1016857.125000 Penalty: 4288.733887
	Iteration 29Q: 3 clusters Score -1016857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1016867.937500 Penalty: 4288.733887
	Iteration 30Q: 3 clusters Score -1016868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1016874.562500 Penalty: 4288.733887
	Iteration 31Q: 3 clusters Score -1016875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1016880.812500 Penalty: 4288.733887
	Iteration 32Q: 3 clusters Score -1016881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1016883.812500 Penalty: 4288.733887
	Iteration 33Q: 3 clusters Score -1016884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1016887.125000 Penalty: 4288.733887
	Iteration 34Q: 3 clusters Score -1016887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1016886.562500 Penalty: 4288.733887
	Iteration 35Q: 3 clusters Score -1016887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1016886.562500 Penalty: 4288.733887
	Iteration 36F: 3 clusters Score -1016887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Entering Unmasked Estep 
Score: -9025935.000000 Penalty: 2684.013184
	Iteration 0F: 2 clusters Score -9025935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8994662.000000 Penalty: 5368.026367
	Iteration 0F: 3 clusters Score -8994662 nChanged 23039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -9007380.000000 Penalty: 5368.026367
	Iteration 1F: 3 clusters Score -9007380 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -9007972.000000 Penalty: 5368.026367
	Iteration 2Q: 3 clusters Score -9007972 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -9008546.000000 Penalty: 5368.026367
	Iteration 3Q: 3 clusters Score -9008546 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -9009190.000000 Penalty: 5368.026367
	Iteration 4Q: 3 clusters Score -9009190 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -9009978.000000 Penalty: 5368.026367
	Iteration 5Q: 3 clusters Score -9009978 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -9010927.000000 Penalty: 5368.026367
	Iteration 6Q: 3 clusters Score -9010927 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -9012115.000000 Penalty: 5368.026367
	Iteration 7F: 3 clusters Score -9012115 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -9013727.000000 Penalty: 5368.026367
	Iteration 8F: 3 clusters Score -9013727 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -9015435.000000 Penalty: 5368.026367
	Iteration 9F: 3 clusters Score -9015435 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -9017291.000000 Penalty: 5368.026367
	Iteration 10F: 3 clusters Score -9017291 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -9019099.000000 Penalty: 5368.026367
	Iteration 11F: 3 clusters Score -9019099 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -9020697.000000 Penalty: 5368.026367
	Iteration 12Q: 3 clusters Score -9020697 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -9021785.000000 Penalty: 5368.026367
	Iteration 13Q: 3 clusters Score -9021785 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -9022576.000000 Penalty: 5368.026367
	Iteration 14Q: 3 clusters Score -9022576 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -9023107.000000 Penalty: 5368.026367
	Iteration 15Q: 3 clusters Score -9023107 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9023372.000000 Penalty: 5368.026367
	Iteration 16Q: 3 clusters Score -9023372 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9023597.000000 Penalty: 5368.026367
	Iteration 17Q: 3 clusters Score -9023597 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9023745.000000 Penalty: 5368.026367
	Iteration 18Q: 3 clusters Score -9023745 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9023829.000000 Penalty: 5368.026367
	Iteration 19Q: 3 clusters Score -9023829 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9023895.000000 Penalty: 5368.026367
	Iteration 20F: 3 clusters Score -9023895 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9023956.000000 Penalty: 5368.026367
	Iteration 21Q: 3 clusters Score -9023956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9024004.000000 Penalty: 5368.026367
	Iteration 22Q: 3 clusters Score -9024004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9024019.000000 Penalty: 5368.026367
	Iteration 23Q: 3 clusters Score -9024019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9024029.000000 Penalty: 5368.026367
	Iteration 24Q: 3 clusters Score -9024029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9024032.000000 Penalty: 5368.026367
	Iteration 25Q: 3 clusters Score -9024032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9024029.000000 Penalty: 5368.026367
	Iteration 26Q: 3 clusters Score -9024029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9024019.000000 Penalty: 5368.026367
	Iteration 27Q: 3 clusters Score -9024019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9024017.000000 Penalty: 5368.026367
	Iteration 28Q: 3 clusters Score -9024017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9024022.000000 Penalty: 5368.026367
	Iteration 29Q: 3 clusters Score -9024022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9024023.000000 Penalty: 5368.026367
	Iteration 30Q: 3 clusters Score -9024023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9024029.000000 Penalty: 5368.026367
	Iteration 31Q: 3 clusters Score -9024029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9024037.000000 Penalty: 5368.026367
	Iteration 32Q: 3 clusters Score -9024037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9024040.000000 Penalty: 5368.026367
	Iteration 33Q: 3 clusters Score -9024040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9024035.000000 Penalty: 5368.026367
	Iteration 34Q: 3 clusters Score -9024035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9024034.000000 Penalty: 5368.026367
	Iteration 35Q: 3 clusters Score -9024034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9024051.000000 Penalty: 5368.026367
	Iteration 36Q: 3 clusters Score -9024051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9024048.000000 Penalty: 5368.026367
	Iteration 37Q: 3 clusters Score -9024048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9024044.000000 Penalty: 5368.026367
	Iteration 38Q: 3 clusters Score -9024044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9024051.000000 Penalty: 5368.026367
	Iteration 39Q: 3 clusters Score -9024051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9024038.000000 Penalty: 5368.026367
	Iteration 40F: 3 clusters Score -9024038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Entering Unmasked Estep 
Score: -8872401.000000 Penalty: 2679.188965
	Iteration 0F: 2 clusters Score -8872401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -8841577.000000 Penalty: 5358.377930
	Iteration 0F: 3 clusters Score -8841577 nChanged 22682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8854164.000000 Penalty: 5358.377930
	Iteration 1F: 3 clusters Score -8854164 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -8854853.000000 Penalty: 5358.377930
	Iteration 2Q: 3 clusters Score -8854853 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -8855689.000000 Penalty: 5358.377930
	Iteration 3Q: 3 clusters Score -8855689 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -8856833.000000 Penalty: 5358.377930
	Iteration 4F: 3 clusters Score -8856833 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -8858416.000000 Penalty: 5358.377930
	Iteration 5F: 3 clusters Score -8858416 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -8860822.000000 Penalty: 5358.377930
	Iteration 6F: 3 clusters Score -8860822 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -8863964.000000 Penalty: 5358.377930
	Iteration 7F: 3 clusters Score -8863964 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8866997.000000 Penalty: 5358.377930
	Iteration 8F: 3 clusters Score -8866997 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -8868896.000000 Penalty: 5358.377930
	Iteration 9F: 3 clusters Score -8868896 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -8869617.000000 Penalty: 5358.377930
	Iteration 10Q: 3 clusters Score -8869617 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -8869899.000000 Penalty: 5358.377930
	Iteration 11Q: 3 clusters Score -8869899 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -8870029.000000 Penalty: 5358.377930
	Iteration 12Q: 3 clusters Score -8870029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -8870106.000000 Penalty: 5358.377930
	Iteration 13Q: 3 clusters Score -8870106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -8870124.000000 Penalty: 5358.377930
	Iteration 14Q: 3 clusters Score -8870124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -8870149.000000 Penalty: 5358.377930
	Iteration 15Q: 3 clusters Score -8870149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -8870156.000000 Penalty: 5358.377930
	Iteration 16Q: 3 clusters Score -8870156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -8870154.000000 Penalty: 5358.377930
	Iteration 17Q: 3 clusters Score -8870154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -8870164.000000 Penalty: 5358.377930
	Iteration 18Q: 3 clusters Score -8870164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -8870161.000000 Penalty: 5358.377930
	Iteration 19Q: 3 clusters Score -8870161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -8870165.000000 Penalty: 5358.377930
	Iteration 20F: 3 clusters Score -8870165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Entering Unmasked Estep 
Score: -7987239.000000 Penalty: 2651.145508
	Iteration 0F: 2 clusters Score -7987239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -7959030.500000 Penalty: 5302.291016
	Iteration 0F: 3 clusters Score -7959030 nChanged 20057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7970139.000000 Penalty: 5302.291016
	Iteration 1F: 3 clusters Score -7970139 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -7970910.000000 Penalty: 5302.291016
	Iteration 2Q: 3 clusters Score -7970910 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -7971864.000000 Penalty: 5302.291016
	Iteration 3F: 3 clusters Score -7971864 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -7973111.000000 Penalty: 5302.291016
	Iteration 4F: 3 clusters Score -7973111 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -7974672.000000 Penalty: 5302.291016
	Iteration 5F: 3 clusters Score -7974672 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -7976782.500000 Penalty: 5302.291016
	Iteration 6F: 3 clusters Score -7976782 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -7979159.000000 Penalty: 5302.291016
	Iteration 7F: 3 clusters Score -7979159 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -7981451.500000 Penalty: 5302.291016
	Iteration 8F: 3 clusters Score -7981452 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7983226.500000 Penalty: 5302.291016
	Iteration 9F: 3 clusters Score -7983226 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7984308.500000 Penalty: 5302.291016
	Iteration 10Q: 3 clusters Score -7984308 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7984828.000000 Penalty: 5302.291016
	Iteration 11Q: 3 clusters Score -7984828 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7985069.000000 Penalty: 5302.291016
	Iteration 12Q: 3 clusters Score -7985069 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7985253.000000 Penalty: 5302.291016
	Iteration 13Q: 3 clusters Score -7985253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7985349.500000 Penalty: 5302.291016
	Iteration 14Q: 3 clusters Score -7985350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7985391.000000 Penalty: 5302.291016
	Iteration 15Q: 3 clusters Score -7985391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7985427.500000 Penalty: 5302.291016
	Iteration 16Q: 3 clusters Score -7985428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7985461.000000 Penalty: 5302.291016
	Iteration 17Q: 3 clusters Score -7985461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7985495.500000 Penalty: 5302.291016
	Iteration 18Q: 3 clusters Score -7985496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7985525.500000 Penalty: 5302.291016
	Iteration 19Q: 3 clusters Score -7985526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7985548.500000 Penalty: 5302.291016
	Iteration 20F: 3 clusters Score -7985548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7985573.500000 Penalty: 5302.291016
	Iteration 21Q: 3 clusters Score -7985574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7985571.000000 Penalty: 5302.291016
	Iteration 22Q: 3 clusters Score -7985571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7985573.500000 Penalty: 5302.291016
	Iteration 23Q: 3 clusters Score -7985574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7985582.000000 Penalty: 5302.291016
	Iteration 24Q: 3 clusters Score -7985582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7985591.000000 Penalty: 5302.291016
	Iteration 25Q: 3 clusters Score -7985591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7985594.000000 Penalty: 5302.291016
	Iteration 26Q: 3 clusters Score -7985594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7985595.000000 Penalty: 5302.291016
	Iteration 27Q: 3 clusters Score -7985595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7985593.500000 Penalty: 5302.291016
	Iteration 28Q: 3 clusters Score -7985594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7985595.000000 Penalty: 5302.291016
	Iteration 29Q: 3 clusters Score -7985595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7985593.000000 Penalty: 5302.291016
	Iteration 30Q: 3 clusters Score -7985593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7985593.000000 Penalty: 5302.291016
	Iteration 31F: 3 clusters Score -7985593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -262658.093750 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -262658.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -260369.421875 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -260369.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -261142.890625 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -261142.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -261548.687500 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -261548.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -261799.734375 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -261799.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -261956.859375 Penalty: 3674.631348
	Iteration 4Q: 3 clusters Score -261956.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -262065.468750 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -262065.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -262150.593750 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -262150.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -262211.812500 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -262211.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -262259.031250 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -262259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -262283.968750 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -262284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -262308.125000 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -262308.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -262321.937500 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -262321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -262342.218750 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -262342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -262355.000000 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -262355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -262362.343750 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -262362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -262365.218750 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -262365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -262366.906250 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -262366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -262370.437500 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -262370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -262370.812500 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -262370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -262371.781250 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -262371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -262371.781250 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -262371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Entering Unmasked Estep 
Score: -8846228.000000 Penalty: 2678.583008
	Iteration 0F: 2 clusters Score -8846228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -8816030.000000 Penalty: 5357.166016
	Iteration 0F: 3 clusters Score -8816030 nChanged 22572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -8828590.000000 Penalty: 5357.166016
	Iteration 1F: 3 clusters Score -8828590 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -8829070.000000 Penalty: 5357.166016
	Iteration 2Q: 3 clusters Score -8829070 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -8829580.000000 Penalty: 5357.166016
	Iteration 3Q: 3 clusters Score -8829580 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -8830055.000000 Penalty: 5357.166016
	Iteration 4Q: 3 clusters Score -8830055 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -8830616.000000 Penalty: 5357.166016
	Iteration 5Q: 3 clusters Score -8830616 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -8831492.000000 Penalty: 5357.166016
	Iteration 6Q: 3 clusters Score -8831492 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -8833081.000000 Penalty: 5357.166016
	Iteration 7F: 3 clusters Score -8833081 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -8835410.000000 Penalty: 5357.166016
	Iteration 8F: 3 clusters Score -8835410 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -8838320.000000 Penalty: 5357.166016
	Iteration 9F: 3 clusters Score -8838320 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -8840949.000000 Penalty: 5357.166016
	Iteration 10F: 3 clusters Score -8840949 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8842516.000000 Penalty: 5357.166016
	Iteration 11Q: 3 clusters Score -8842516 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8843289.000000 Penalty: 5357.166016
	Iteration 12Q: 3 clusters Score -8843289 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8843620.000000 Penalty: 5357.166016
	Iteration 13Q: 3 clusters Score -8843620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8843763.000000 Penalty: 5357.166016
	Iteration 14Q: 3 clusters Score -8843763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8843844.000000 Penalty: 5357.166016
	Iteration 15Q: 3 clusters Score -8843844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8843887.000000 Penalty: 5357.166016
	Iteration 16Q: 3 clusters Score -8843887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8843922.000000 Penalty: 5357.166016
	Iteration 17Q: 3 clusters Score -8843922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8843972.000000 Penalty: 5357.166016
	Iteration 18Q: 3 clusters Score -8843972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8843976.000000 Penalty: 5357.166016
	Iteration 19Q: 3 clusters Score -8843976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8843980.000000 Penalty: 5357.166016
	Iteration 20F: 3 clusters Score -8843980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8843989.000000 Penalty: 5357.166016
	Iteration 21Q: 3 clusters Score -8843989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8843987.000000 Penalty: 5357.166016
	Iteration 22Q: 3 clusters Score -8843987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8843997.000000 Penalty: 5357.166016
	Iteration 23Q: 3 clusters Score -8843997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8844006.000000 Penalty: 5357.166016
	Iteration 24Q: 3 clusters Score -8844006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8844006.000000 Penalty: 5357.166016
	Iteration 25F: 3 clusters Score -8844006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -2076741.750000 Penalty: 2324.074463
	Iteration 0F: 2 clusters Score -2076742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2068101.875000 Penalty: 4648.148926
	Iteration 0F: 3 clusters Score -2068102 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2070864.500000 Penalty: 4648.148926
	Iteration 1F: 3 clusters Score -2070864 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2071361.000000 Penalty: 4648.148926
	Iteration 2F: 3 clusters Score -2071361 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2071851.625000 Penalty: 4648.148926
	Iteration 3F: 3 clusters Score -2071852 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2072405.875000 Penalty: 4648.148926
	Iteration 4F: 3 clusters Score -2072406 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2072937.250000 Penalty: 4648.148926
	Iteration 5F: 3 clusters Score -2072937 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2073389.750000 Penalty: 4648.148926
	Iteration 6F: 3 clusters Score -2073390 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2073785.500000 Penalty: 4648.148926
	Iteration 7Q: 3 clusters Score -2073786 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2074095.125000 Penalty: 4648.148926
	Iteration 8Q: 3 clusters Score -2074095 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2074320.000000 Penalty: 4648.148926
	Iteration 9Q: 3 clusters Score -2074320 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2074503.125000 Penalty: 4648.148926
	Iteration 10Q: 3 clusters Score -2074503 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2074653.625000 Penalty: 4648.148926
	Iteration 11Q: 3 clusters Score -2074654 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2074754.625000 Penalty: 4648.148926
	Iteration 12Q: 3 clusters Score -2074755 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2074823.625000 Penalty: 4648.148926
	Iteration 13Q: 3 clusters Score -2074824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2074872.125000 Penalty: 4648.148926
	Iteration 14Q: 3 clusters Score -2074872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2074904.375000 Penalty: 4648.148926
	Iteration 15Q: 3 clusters Score -2074904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2074928.000000 Penalty: 4648.148926
	Iteration 16Q: 3 clusters Score -2074928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2074947.125000 Penalty: 4648.148926
	Iteration 17Q: 3 clusters Score -2074947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2074962.125000 Penalty: 4648.148926
	Iteration 18Q: 3 clusters Score -2074962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2074977.500000 Penalty: 4648.148926
	Iteration 19Q: 3 clusters Score -2074978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2074983.625000 Penalty: 4648.148926
	Iteration 20F: 3 clusters Score -2074984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2074988.875000 Penalty: 4648.148926
	Iteration 21Q: 3 clusters Score -2074989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2074992.125000 Penalty: 4648.148926
	Iteration 22Q: 3 clusters Score -2074992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2074994.250000 Penalty: 4648.148926
	Iteration 23Q: 3 clusters Score -2074994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2074995.000000 Penalty: 4648.148926
	Iteration 24Q: 3 clusters Score -2074995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2074995.000000 Penalty: 4648.148926
	Iteration 25F: 3 clusters Score -2074995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -410677.562500 Penalty: 1936.967529
	Iteration 0F: 2 clusters Score -410677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -407802.031250 Penalty: 3873.935059
	Iteration 0F: 3 clusters Score -407802 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -408456.500000 Penalty: 3873.935059
	Iteration 1F: 3 clusters Score -408456.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -408721.437500 Penalty: 3873.935059
	Iteration 2F: 3 clusters Score -408721.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -408985.375000 Penalty: 3873.935059
	Iteration 3F: 3 clusters Score -408985.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -409247.406250 Penalty: 3873.935059
	Iteration 4F: 3 clusters Score -409247.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -409407.187500 Penalty: 3873.935059
	Iteration 5F: 3 clusters Score -409407.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -409521.281250 Penalty: 3873.935059
	Iteration 6Q: 3 clusters Score -409521.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -409623.625000 Penalty: 3873.935059
	Iteration 7Q: 3 clusters Score -409623.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -409688.031250 Penalty: 3873.935059
	Iteration 8Q: 3 clusters Score -409688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -409740.093750 Penalty: 3873.935059
	Iteration 9Q: 3 clusters Score -409740.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -409764.625000 Penalty: 3873.935059
	Iteration 10Q: 3 clusters Score -409764.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -409780.531250 Penalty: 3873.935059
	Iteration 11Q: 3 clusters Score -409780.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -409797.000000 Penalty: 3873.935059
	Iteration 12Q: 3 clusters Score -409797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -409805.500000 Penalty: 3873.935059
	Iteration 13Q: 3 clusters Score -409805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -409810.968750 Penalty: 3873.935059
	Iteration 14Q: 3 clusters Score -409811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -409815.406250 Penalty: 3873.935059
	Iteration 15Q: 3 clusters Score -409815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -409819.968750 Penalty: 3873.935059
	Iteration 16Q: 3 clusters Score -409820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -409823.062500 Penalty: 3873.935059
	Iteration 17Q: 3 clusters Score -409823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -409823.593750 Penalty: 3873.935059
	Iteration 18Q: 3 clusters Score -409823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -409823.718750 Penalty: 3873.935059
	Iteration 19Q: 3 clusters Score -409823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -409823.718750 Penalty: 3873.935059
	Iteration 20F: 3 clusters Score -409823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Entering Unmasked Estep 
Score: -2578502.250000 Penalty: 2388.232910
	Iteration 0F: 2 clusters Score -2578502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2567503.000000 Penalty: 4776.465820
	Iteration 0F: 3 clusters Score -2567503 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2571387.750000 Penalty: 4776.465820
	Iteration 1F: 3 clusters Score -2571388 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2572115.500000 Penalty: 4776.465820
	Iteration 2F: 3 clusters Score -2572116 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2572841.000000 Penalty: 4776.465820
	Iteration 3F: 3 clusters Score -2572841 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2573541.000000 Penalty: 4776.465820
	Iteration 4F: 3 clusters Score -2573541 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2574152.750000 Penalty: 4776.465820
	Iteration 5F: 3 clusters Score -2574153 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2574597.000000 Penalty: 4776.465820
	Iteration 6F: 3 clusters Score -2574597 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2574955.500000 Penalty: 4776.465820
	Iteration 7Q: 3 clusters Score -2574956 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2575236.750000 Penalty: 4776.465820
	Iteration 8Q: 3 clusters Score -2575237 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2575433.250000 Penalty: 4776.465820
	Iteration 9Q: 3 clusters Score -2575433 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2575597.250000 Penalty: 4776.465820
	Iteration 10Q: 3 clusters Score -2575597 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2575736.750000 Penalty: 4776.465820
	Iteration 11Q: 3 clusters Score -2575737 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2575842.500000 Penalty: 4776.465820
	Iteration 12Q: 3 clusters Score -2575842 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2575940.500000 Penalty: 4776.465820
	Iteration 13Q: 3 clusters Score -2575940 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2576045.750000 Penalty: 4776.465820
	Iteration 14Q: 3 clusters Score -2576046 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2576158.250000 Penalty: 4776.465820
	Iteration 15Q: 3 clusters Score -2576158 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2576273.000000 Penalty: 4776.465820
	Iteration 16Q: 3 clusters Score -2576273 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2576379.250000 Penalty: 4776.465820
	Iteration 17Q: 3 clusters Score -2576379 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2576498.250000 Penalty: 4776.465820
	Iteration 18Q: 3 clusters Score -2576498 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2576624.750000 Penalty: 4776.465820
	Iteration 19Q: 3 clusters Score -2576625 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2576732.250000 Penalty: 4776.465820
	Iteration 20F: 3 clusters Score -2576732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2576847.250000 Penalty: 4776.465820
	Iteration 21Q: 3 clusters Score -2576847 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2576909.500000 Penalty: 4776.465820
	Iteration 22Q: 3 clusters Score -2576910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2576972.500000 Penalty: 4776.465820
	Iteration 23Q: 3 clusters Score -2576972 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2577033.250000 Penalty: 4776.465820
	Iteration 24Q: 3 clusters Score -2577033 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2577086.500000 Penalty: 4776.465820
	Iteration 25Q: 3 clusters Score -2577086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2577132.750000 Penalty: 4776.465820
	Iteration 26Q: 3 clusters Score -2577133 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2577189.000000 Penalty: 4776.465820
	Iteration 27Q: 3 clusters Score -2577189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2577227.750000 Penalty: 4776.465820
	Iteration 28Q: 3 clusters Score -2577228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2577258.000000 Penalty: 4776.465820
	Iteration 29Q: 3 clusters Score -2577258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2577285.000000 Penalty: 4776.465820
	Iteration 30Q: 3 clusters Score -2577285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2577306.000000 Penalty: 4776.465820
	Iteration 31Q: 3 clusters Score -2577306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2577324.500000 Penalty: 4776.465820
	Iteration 32Q: 3 clusters Score -2577324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2577332.750000 Penalty: 4776.465820
	Iteration 33Q: 3 clusters Score -2577333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2577339.750000 Penalty: 4776.465820
	Iteration 34Q: 3 clusters Score -2577340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2577344.500000 Penalty: 4776.465820
	Iteration 35Q: 3 clusters Score -2577344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2577350.750000 Penalty: 4776.465820
	Iteration 36Q: 3 clusters Score -2577351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2577349.750000 Penalty: 4776.465820
	Iteration 37Q: 3 clusters Score -2577350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2577348.000000 Penalty: 4776.465820
	Iteration 38Q: 3 clusters Score -2577348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2577357.000000 Penalty: 4776.465820
	Iteration 39Q: 3 clusters Score -2577357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2577356.250000 Penalty: 4776.465820
	Iteration 40F: 3 clusters Score -2577356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2577358.750000 Penalty: 4776.465820
	Iteration 41Q: 3 clusters Score -2577359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2577360.250000 Penalty: 4776.465820
	Iteration 42Q: 3 clusters Score -2577360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2577361.250000 Penalty: 4776.465820
	Iteration 43Q: 3 clusters Score -2577361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2577361.500000 Penalty: 4776.465820
	Iteration 44Q: 3 clusters Score -2577362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2577363.250000 Penalty: 4776.465820
	Iteration 45Q: 3 clusters Score -2577363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2577366.250000 Penalty: 4776.465820
	Iteration 46Q: 3 clusters Score -2577366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2577374.750000 Penalty: 4776.465820
	Iteration 47Q: 3 clusters Score -2577375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2577377.750000 Penalty: 4776.465820
	Iteration 48Q: 3 clusters Score -2577378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2577381.250000 Penalty: 4776.465820
	Iteration 49Q: 3 clusters Score -2577381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2577387.750000 Penalty: 4776.465820
	Iteration 50Q: 3 clusters Score -2577388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2577391.000000 Penalty: 4776.465820
	Iteration 51Q: 3 clusters Score -2577391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2577390.250000 Penalty: 4776.465820
	Iteration 52Q: 3 clusters Score -2577390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2577396.000000 Penalty: 4776.465820
	Iteration 53Q: 3 clusters Score -2577396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2577392.500000 Penalty: 4776.465820
	Iteration 54Q: 3 clusters Score -2577392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2577393.750000 Penalty: 4776.465820
	Iteration 55Q: 3 clusters Score -2577394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2577394.750000 Penalty: 4776.465820
	Iteration 56Q: 3 clusters Score -2577395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2577395.500000 Penalty: 4776.465820
	Iteration 57Q: 3 clusters Score -2577396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2577399.500000 Penalty: 4776.465820
	Iteration 58Q: 3 clusters Score -2577400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2577399.500000 Penalty: 4776.465820
	Iteration 59F: 3 clusters Score -2577400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -118953.023438 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -118953 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 504 members 
Entering Unmasked Estep 
Score: -117159.742188 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -117159.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117711.664062 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -117711.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117965.695312 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -117965.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118150.640625 Penalty: 3419.253418
	Iteration 3Q: 3 clusters Score -118150.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118385.343750 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -118385.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118579.687500 Penalty: 3419.253418
	Iteration 5F: 3 clusters Score -118579.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118707.640625 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -118707.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118871.632812 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -118871.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119044.507812 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -119044.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -119093.179688 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -119093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119103.937500 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -119103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -119115.109375 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -119115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119122.937500 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -119122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119125.851562 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -119125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119128.085938 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -119128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -119129.257812 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -119129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -119129.257812 Penalty: 3419.253418
	Iteration 16F: 3 clusters Score -119129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 44540 members 
Mstep: Class 3 contains 41458 members 
Mstep: Class 4 contains 52109 members 
Mstep: Class 5 contains 54799 members 
Mstep: Class 6 contains 31220 members 
Mstep: Class 7 contains 25924 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 46660 members 
Mstep: Class 10 contains 18454 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 59164 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 43486 members 
Mstep: Class 17 contains 46247 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 50143 members 
Mstep: Class 20 contains 49177 members 
Mstep: Class 21 contains 43919 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49057 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 23129 members 
Mstep: Class 29 contains 48938 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 52310 members 
Mstep: Class 32 contains 37281 members 
Mstep: Class 33 contains 55077 members 
Mstep: Class 34 contains 26827 members 
Mstep: Class 35 contains 47114 members 
Mstep: Class 36 contains 50300 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 492 members 
Entering Unmasked Estep 
Score: -196367696.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196368368.000000 to -196367696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (23129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Entering Unmasked Estep 
Score: -4101008.250000 Penalty: 2492.113037
	Iteration 0F: 2 clusters Score -4101008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4084870.750000 Penalty: 4984.226074
	Iteration 0F: 3 clusters Score -4084871 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4090488.000000 Penalty: 4984.226074
	Iteration 1F: 3 clusters Score -4090488 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4090964.000000 Penalty: 4984.226074
	Iteration 2F: 3 clusters Score -4090964 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4091445.250000 Penalty: 4984.226074
	Iteration 3Q: 3 clusters Score -4091445 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4092049.000000 Penalty: 4984.226074
	Iteration 4Q: 3 clusters Score -4092049 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4092776.750000 Penalty: 4984.226074
	Iteration 5F: 3 clusters Score -4092777 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -4093536.500000 Penalty: 4984.226074
	Iteration 6F: 3 clusters Score -4093536 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4094397.250000 Penalty: 4984.226074
	Iteration 7F: 3 clusters Score -4094397 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4095351.500000 Penalty: 4984.226074
	Iteration 8F: 3 clusters Score -4095352 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4096234.250000 Penalty: 4984.226074
	Iteration 9F: 3 clusters Score -4096234 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4097054.000000 Penalty: 4984.226074
	Iteration 10Q: 3 clusters Score -4097054 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4097715.750000 Penalty: 4984.226074
	Iteration 11Q: 3 clusters Score -4097716 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4098205.750000 Penalty: 4984.226074
	Iteration 12Q: 3 clusters Score -4098206 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4098540.500000 Penalty: 4984.226074
	Iteration 13Q: 3 clusters Score -4098540 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4098795.500000 Penalty: 4984.226074
	Iteration 14Q: 3 clusters Score -4098796 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4098978.500000 Penalty: 4984.226074
	Iteration 15Q: 3 clusters Score -4098978 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4099084.000000 Penalty: 4984.226074
	Iteration 16Q: 3 clusters Score -4099084 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4099182.250000 Penalty: 4984.226074
	Iteration 17Q: 3 clusters Score -4099182 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4099254.500000 Penalty: 4984.226074
	Iteration 18Q: 3 clusters Score -4099254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4099305.750000 Penalty: 4984.226074
	Iteration 19Q: 3 clusters Score -4099306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4099340.500000 Penalty: 4984.226074
	Iteration 20F: 3 clusters Score -4099340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4099369.000000 Penalty: 4984.226074
	Iteration 21Q: 3 clusters Score -4099369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4099384.500000 Penalty: 4984.226074
	Iteration 22Q: 3 clusters Score -4099384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4099399.500000 Penalty: 4984.226074
	Iteration 23Q: 3 clusters Score -4099400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4099417.750000 Penalty: 4984.226074
	Iteration 24Q: 3 clusters Score -4099418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4099430.250000 Penalty: 4984.226074
	Iteration 25Q: 3 clusters Score -4099430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4099440.500000 Penalty: 4984.226074
	Iteration 26Q: 3 clusters Score -4099440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4099449.000000 Penalty: 4984.226074
	Iteration 27Q: 3 clusters Score -4099449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4099463.000000 Penalty: 4984.226074
	Iteration 28Q: 3 clusters Score -4099463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4099456.750000 Penalty: 4984.226074
	Iteration 29Q: 3 clusters Score -4099457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4099461.500000 Penalty: 4984.226074
	Iteration 30Q: 3 clusters Score -4099462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4099471.750000 Penalty: 4984.226074
	Iteration 31Q: 3 clusters Score -4099472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4099471.250000 Penalty: 4984.226074
	Iteration 32Q: 3 clusters Score -4099471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4099480.000000 Penalty: 4984.226074
	Iteration 33Q: 3 clusters Score -4099480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4099476.750000 Penalty: 4984.226074
	Iteration 34Q: 3 clusters Score -4099477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -4099488.250000 Penalty: 4984.226074
	Iteration 35Q: 3 clusters Score -4099488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4099485.000000 Penalty: 4984.226074
	Iteration 36Q: 3 clusters Score -4099485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4099487.500000 Penalty: 4984.226074
	Iteration 37Q: 3 clusters Score -4099488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4099491.750000 Penalty: 4984.226074
	Iteration 38Q: 3 clusters Score -4099492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4099489.500000 Penalty: 4984.226074
	Iteration 39Q: 3 clusters Score -4099490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4099495.250000 Penalty: 4984.226074
	Iteration 40F: 3 clusters Score -4099495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4099497.750000 Penalty: 4984.226074
	Iteration 41Q: 3 clusters Score -4099498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4099500.250000 Penalty: 4984.226074
	Iteration 42Q: 3 clusters Score -4099500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4099512.750000 Penalty: 4984.226074
	Iteration 43Q: 3 clusters Score -4099513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4099511.000000 Penalty: 4984.226074
	Iteration 44Q: 3 clusters Score -4099511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4099507.250000 Penalty: 4984.226074
	Iteration 45Q: 3 clusters Score -4099507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4099504.750000 Penalty: 4984.226074
	Iteration 46Q: 3 clusters Score -4099505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4099510.250000 Penalty: 4984.226074
	Iteration 47Q: 3 clusters Score -4099510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4099514.250000 Penalty: 4984.226074
	Iteration 48Q: 3 clusters Score -4099514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4099511.750000 Penalty: 4984.226074
	Iteration 49Q: 3 clusters Score -4099512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4099516.250000 Penalty: 4984.226074
	Iteration 50Q: 3 clusters Score -4099516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4099513.500000 Penalty: 4984.226074
	Iteration 51Q: 3 clusters Score -4099514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4099512.250000 Penalty: 4984.226074
	Iteration 52Q: 3 clusters Score -4099512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4099515.250000 Penalty: 4984.226074
	Iteration 53Q: 3 clusters Score -4099515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4099511.000000 Penalty: 4984.226074
	Iteration 54Q: 3 clusters Score -4099511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4099514.250000 Penalty: 4984.226074
	Iteration 55Q: 3 clusters Score -4099514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4099512.250000 Penalty: 4984.226074
	Iteration 56Q: 3 clusters Score -4099512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4099512.250000 Penalty: 4984.226074
	Iteration 57F: 3 clusters Score -4099512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Entering Unmasked Estep 
Score: -8770617.000000 Penalty: 2677.980713
	Iteration 0F: 2 clusters Score -8770617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8740733.000000 Penalty: 5355.961426
	Iteration 0F: 3 clusters Score -8740733 nChanged 22435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8753363.000000 Penalty: 5355.961426
	Iteration 1F: 3 clusters Score -8753363 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8753949.000000 Penalty: 5355.961426
	Iteration 2Q: 3 clusters Score -8753949 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -8754639.000000 Penalty: 5355.961426
	Iteration 3Q: 3 clusters Score -8754639 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -8755537.000000 Penalty: 5355.961426
	Iteration 4Q: 3 clusters Score -8755537 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -8756880.000000 Penalty: 5355.961426
	Iteration 5F: 3 clusters Score -8756880 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -8758777.000000 Penalty: 5355.961426
	Iteration 6F: 3 clusters Score -8758777 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -8761278.000000 Penalty: 5355.961426
	Iteration 7F: 3 clusters Score -8761278 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -8764071.000000 Penalty: 5355.961426
	Iteration 8F: 3 clusters Score -8764071 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -8766424.000000 Penalty: 5355.961426
	Iteration 9F: 3 clusters Score -8766424 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -8767948.000000 Penalty: 5355.961426
	Iteration 10Q: 3 clusters Score -8767948 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -8768758.000000 Penalty: 5355.961426
	Iteration 11Q: 3 clusters Score -8768758 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8769165.000000 Penalty: 5355.961426
	Iteration 12Q: 3 clusters Score -8769165 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -8769376.000000 Penalty: 5355.961426
	Iteration 13Q: 3 clusters Score -8769376 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -8769551.000000 Penalty: 5355.961426
	Iteration 14Q: 3 clusters Score -8769551 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8769668.000000 Penalty: 5355.961426
	Iteration 15Q: 3 clusters Score -8769668 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8769762.000000 Penalty: 5355.961426
	Iteration 16Q: 3 clusters Score -8769762 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8769812.000000 Penalty: 5355.961426
	Iteration 17Q: 3 clusters Score -8769812 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8769825.000000 Penalty: 5355.961426
	Iteration 18Q: 3 clusters Score -8769825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8769828.000000 Penalty: 5355.961426
	Iteration 19Q: 3 clusters Score -8769828 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8769850.000000 Penalty: 5355.961426
	Iteration 20F: 3 clusters Score -8769850 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8769842.000000 Penalty: 5355.961426
	Iteration 21Q: 3 clusters Score -8769842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8769849.000000 Penalty: 5355.961426
	Iteration 22Q: 3 clusters Score -8769849 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8769858.000000 Penalty: 5355.961426
	Iteration 23Q: 3 clusters Score -8769858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8769854.000000 Penalty: 5355.961426
	Iteration 24Q: 3 clusters Score -8769854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8769857.000000 Penalty: 5355.961426
	Iteration 25Q: 3 clusters Score -8769857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8769851.000000 Penalty: 5355.961426
	Iteration 26Q: 3 clusters Score -8769851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8769838.000000 Penalty: 5355.961426
	Iteration 27Q: 3 clusters Score -8769838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8769849.000000 Penalty: 5355.961426
	Iteration 28Q: 3 clusters Score -8769849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8769836.000000 Penalty: 5355.961426
	Iteration 29Q: 3 clusters Score -8769836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8769832.000000 Penalty: 5355.961426
	Iteration 30Q: 3 clusters Score -8769832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8769850.000000 Penalty: 5355.961426
	Iteration 31Q: 3 clusters Score -8769850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8769846.000000 Penalty: 5355.961426
	Iteration 32Q: 3 clusters Score -8769846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8769830.000000 Penalty: 5355.961426
	Iteration 33Q: 3 clusters Score -8769830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8769825.000000 Penalty: 5355.961426
	Iteration 34Q: 3 clusters Score -8769825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8769818.000000 Penalty: 5355.961426
	Iteration 35Q: 3 clusters Score -8769818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8769829.000000 Penalty: 5355.961426
	Iteration 36Q: 3 clusters Score -8769829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -8769830.000000 Penalty: 5355.961426
	Iteration 37Q: 3 clusters Score -8769830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8769835.000000 Penalty: 5355.961426
	Iteration 38Q: 3 clusters Score -8769835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8769828.000000 Penalty: 5355.961426
	Iteration 39Q: 3 clusters Score -8769828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8769827.000000 Penalty: 5355.961426
	Iteration 40F: 3 clusters Score -8769827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8769832.000000 Penalty: 5355.961426
	Iteration 41Q: 3 clusters Score -8769832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8769832.000000 Penalty: 5355.961426
	Iteration 42Q: 3 clusters Score -8769832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8769830.000000 Penalty: 5355.961426
	Iteration 43Q: 3 clusters Score -8769830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8769837.000000 Penalty: 5355.961426
	Iteration 44Q: 3 clusters Score -8769837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8769836.000000 Penalty: 5355.961426
	Iteration 45Q: 3 clusters Score -8769836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8769838.000000 Penalty: 5355.961426
	Iteration 46Q: 3 clusters Score -8769838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8769839.000000 Penalty: 5355.961426
	Iteration 47Q: 3 clusters Score -8769839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8769843.000000 Penalty: 5355.961426
	Iteration 48Q: 3 clusters Score -8769843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8769846.000000 Penalty: 5355.961426
	Iteration 49Q: 3 clusters Score -8769846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8769850.000000 Penalty: 5355.961426
	Iteration 50Q: 3 clusters Score -8769850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8769848.000000 Penalty: 5355.961426
	Iteration 51Q: 3 clusters Score -8769848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8769854.000000 Penalty: 5355.961426
	Iteration 52Q: 3 clusters Score -8769854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8769858.000000 Penalty: 5355.961426
	Iteration 53Q: 3 clusters Score -8769858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8769851.000000 Penalty: 5355.961426
	Iteration 54Q: 3 clusters Score -8769851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8769852.000000 Penalty: 5355.961426
	Iteration 55Q: 3 clusters Score -8769852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8769850.000000 Penalty: 5355.961426
	Iteration 56Q: 3 clusters Score -8769850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8769850.000000 Penalty: 5355.961426
	Iteration 57F: 3 clusters Score -8769850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -221229.875000 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -221229.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -219029.796875 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -219029.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -219448.640625 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -219448.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -219676.078125 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -219676.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -219920.281250 Penalty: 3562.069580
	Iteration 3F: 3 clusters Score -219920.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -220121.718750 Penalty: 3562.069580
	Iteration 4F: 3 clusters Score -220121.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -220281.187500 Penalty: 3562.069580
	Iteration 5F: 3 clusters Score -220281.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -220380.359375 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -220380.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -220473.890625 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -220473.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -220519.187500 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -220519.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -220567.859375 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -220567.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -220610.875000 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -220610.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -220648.359375 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -220648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -220666.156250 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -220666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -220674.359375 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -220674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -220684.031250 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -220684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -220687.125000 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -220687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -220694.375000 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -220694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -220695.796875 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -220695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -220697.187500 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -220697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -220697.921875 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -220697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -220697.921875 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -220697.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (52310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Entering Unmasked Estep 
Score: -9361222.000000 Penalty: 2694.505859
	Iteration 0F: 2 clusters Score -9361222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -9330808.000000 Penalty: 5389.011719
	Iteration 0F: 3 clusters Score -9330808 nChanged 24076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -9344044.000000 Penalty: 5389.011719
	Iteration 1F: 3 clusters Score -9344044 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -9344778.000000 Penalty: 5389.011719
	Iteration 2Q: 3 clusters Score -9344778 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -9345748.000000 Penalty: 5389.011719
	Iteration 3Q: 3 clusters Score -9345748 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -9346985.000000 Penalty: 5389.011719
	Iteration 4F: 3 clusters Score -9346985 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -9348854.000000 Penalty: 5389.011719
	Iteration 5F: 3 clusters Score -9348854 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -9351651.000000 Penalty: 5389.011719
	Iteration 6F: 3 clusters Score -9351651 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -9354943.000000 Penalty: 5389.011719
	Iteration 7F: 3 clusters Score -9354943 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -9357509.000000 Penalty: 5389.011719
	Iteration 8F: 3 clusters Score -9357509 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -9358903.000000 Penalty: 5389.011719
	Iteration 9Q: 3 clusters Score -9358903 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -9359567.000000 Penalty: 5389.011719
	Iteration 10Q: 3 clusters Score -9359567 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9359823.000000 Penalty: 5389.011719
	Iteration 11Q: 3 clusters Score -9359823 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9359921.000000 Penalty: 5389.011719
	Iteration 12Q: 3 clusters Score -9359921 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9359959.000000 Penalty: 5389.011719
	Iteration 13Q: 3 clusters Score -9359959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9359960.000000 Penalty: 5389.011719
	Iteration 14Q: 3 clusters Score -9359960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9359974.000000 Penalty: 5389.011719
	Iteration 15Q: 3 clusters Score -9359974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9359965.000000 Penalty: 5389.011719
	Iteration 16Q: 3 clusters Score -9359965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9359960.000000 Penalty: 5389.011719
	Iteration 17Q: 3 clusters Score -9359960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9359946.000000 Penalty: 5389.011719
	Iteration 18Q: 3 clusters Score -9359946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9359950.000000 Penalty: 5389.011719
	Iteration 19Q: 3 clusters Score -9359950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9359951.000000 Penalty: 5389.011719
	Iteration 20F: 3 clusters Score -9359951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9359967.000000 Penalty: 5389.011719
	Iteration 21Q: 3 clusters Score -9359967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9359954.000000 Penalty: 5389.011719
	Iteration 22Q: 3 clusters Score -9359954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9359956.000000 Penalty: 5389.011719
	Iteration 23Q: 3 clusters Score -9359956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9359953.000000 Penalty: 5389.011719
	Iteration 24Q: 3 clusters Score -9359953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9359933.000000 Penalty: 5389.011719
	Iteration 25Q: 3 clusters Score -9359933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9359942.000000 Penalty: 5389.011719
	Iteration 26Q: 3 clusters Score -9359942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9359950.000000 Penalty: 5389.011719
	Iteration 27Q: 3 clusters Score -9359950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9359953.000000 Penalty: 5389.011719
	Iteration 28Q: 3 clusters Score -9359953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9359956.000000 Penalty: 5389.011719
	Iteration 29Q: 3 clusters Score -9359956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9359952.000000 Penalty: 5389.011719
	Iteration 30Q: 3 clusters Score -9359952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9359952.000000 Penalty: 5389.011719
	Iteration 31F: 3 clusters Score -9359952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (37281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Entering Unmasked Estep 
Score: -6687963.000000 Penalty: 2610.507324
	Iteration 0F: 2 clusters Score -6687963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -6662872.500000 Penalty: 5221.014648
	Iteration 0F: 3 clusters Score -6662872 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -6672128.000000 Penalty: 5221.014648
	Iteration 1F: 3 clusters Score -6672128 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -6672778.000000 Penalty: 5221.014648
	Iteration 2Q: 3 clusters Score -6672778 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -6673639.500000 Penalty: 5221.014648
	Iteration 3F: 3 clusters Score -6673640 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -6674721.000000 Penalty: 5221.014648
	Iteration 4F: 3 clusters Score -6674721 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -6676171.000000 Penalty: 5221.014648
	Iteration 5F: 3 clusters Score -6676171 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -6677965.500000 Penalty: 5221.014648
	Iteration 6F: 3 clusters Score -6677966 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -6680048.000000 Penalty: 5221.014648
	Iteration 7F: 3 clusters Score -6680048 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -6681897.500000 Penalty: 5221.014648
	Iteration 8F: 3 clusters Score -6681898 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -6683333.500000 Penalty: 5221.014648
	Iteration 9Q: 3 clusters Score -6683334 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -6684287.000000 Penalty: 5221.014648
	Iteration 10Q: 3 clusters Score -6684287 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -6684883.500000 Penalty: 5221.014648
	Iteration 11Q: 3 clusters Score -6684884 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -6685202.500000 Penalty: 5221.014648
	Iteration 12Q: 3 clusters Score -6685202 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -6685416.500000 Penalty: 5221.014648
	Iteration 13Q: 3 clusters Score -6685416 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -6685541.500000 Penalty: 5221.014648
	Iteration 14Q: 3 clusters Score -6685542 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -6685631.500000 Penalty: 5221.014648
	Iteration 15Q: 3 clusters Score -6685632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6685668.000000 Penalty: 5221.014648
	Iteration 16Q: 3 clusters Score -6685668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -6685742.000000 Penalty: 5221.014648
	Iteration 17Q: 3 clusters Score -6685742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -6685805.500000 Penalty: 5221.014648
	Iteration 18Q: 3 clusters Score -6685806 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -6685877.000000 Penalty: 5221.014648
	Iteration 19Q: 3 clusters Score -6685877 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6685934.500000 Penalty: 5221.014648
	Iteration 20F: 3 clusters Score -6685934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -6685965.000000 Penalty: 5221.014648
	Iteration 21Q: 3 clusters Score -6685965 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -6686014.500000 Penalty: 5221.014648
	Iteration 22Q: 3 clusters Score -6686014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6686063.500000 Penalty: 5221.014648
	Iteration 23Q: 3 clusters Score -6686064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6686098.000000 Penalty: 5221.014648
	Iteration 24Q: 3 clusters Score -6686098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -6686120.500000 Penalty: 5221.014648
	Iteration 25Q: 3 clusters Score -6686120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6686162.500000 Penalty: 5221.014648
	Iteration 26Q: 3 clusters Score -6686162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -6686187.500000 Penalty: 5221.014648
	Iteration 27Q: 3 clusters Score -6686188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -6686194.000000 Penalty: 5221.014648
	Iteration 28Q: 3 clusters Score -6686194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -6686217.500000 Penalty: 5221.014648
	Iteration 29Q: 3 clusters Score -6686218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -6686223.500000 Penalty: 5221.014648
	Iteration 30Q: 3 clusters Score -6686224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -6686231.500000 Penalty: 5221.014648
	Iteration 31Q: 3 clusters Score -6686232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -6686238.000000 Penalty: 5221.014648
	Iteration 32Q: 3 clusters Score -6686238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -6686232.000000 Penalty: 5221.014648
	Iteration 33Q: 3 clusters Score -6686232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -6686234.500000 Penalty: 5221.014648
	Iteration 34Q: 3 clusters Score -6686234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6686229.000000 Penalty: 5221.014648
	Iteration 35Q: 3 clusters Score -6686229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6686224.000000 Penalty: 5221.014648
	Iteration 36Q: 3 clusters Score -6686224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -6686232.000000 Penalty: 5221.014648
	Iteration 37Q: 3 clusters Score -6686232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -6686235.000000 Penalty: 5221.014648
	Iteration 38Q: 3 clusters Score -6686235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -6686243.500000 Penalty: 5221.014648
	Iteration 39Q: 3 clusters Score -6686244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6686241.000000 Penalty: 5221.014648
	Iteration 40F: 3 clusters Score -6686241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -6686246.500000 Penalty: 5221.014648
	Iteration 41Q: 3 clusters Score -6686246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -6686246.500000 Penalty: 5221.014648
	Iteration 42F: 3 clusters Score -6686246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (55077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Entering Unmasked Estep 
Score: -9748321.000000 Penalty: 2707.289062
	Iteration 0F: 2 clusters Score -9748321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -9714307.000000 Penalty: 5414.578125
	Iteration 0F: 3 clusters Score -9714307 nChanged 25690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -9728888.000000 Penalty: 5414.578125
	Iteration 1F: 3 clusters Score -9728888 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -9729740.000000 Penalty: 5414.578125
	Iteration 2Q: 3 clusters Score -9729740 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -9730871.000000 Penalty: 5414.578125
	Iteration 3Q: 3 clusters Score -9730871 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -9732378.000000 Penalty: 5414.578125
	Iteration 4F: 3 clusters Score -9732378 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -9734599.000000 Penalty: 5414.578125
	Iteration 5F: 3 clusters Score -9734599 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -9737547.000000 Penalty: 5414.578125
	Iteration 6F: 3 clusters Score -9737547 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -9740945.000000 Penalty: 5414.578125
	Iteration 7F: 3 clusters Score -9740945 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -9744200.000000 Penalty: 5414.578125
	Iteration 8F: 3 clusters Score -9744200 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -9746192.000000 Penalty: 5414.578125
	Iteration 9Q: 3 clusters Score -9746192 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -9746899.000000 Penalty: 5414.578125
	Iteration 10Q: 3 clusters Score -9746899 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -9747065.000000 Penalty: 5414.578125
	Iteration 11Q: 3 clusters Score -9747065 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -9746997.000000 Penalty: 5414.578125
	Iteration 12Q: 3 clusters Score -9746997 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -9746961.000000 Penalty: 5414.578125
	Iteration 13Q: 3 clusters Score -9746961 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -9746863.000000 Penalty: 5414.578125
	Iteration 14Q: 3 clusters Score -9746863 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -9746764.000000 Penalty: 5414.578125
	Iteration 15Q: 3 clusters Score -9746764 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -9746724.000000 Penalty: 5414.578125
	Iteration 16Q: 3 clusters Score -9746724 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -9746655.000000 Penalty: 5414.578125
	Iteration 17Q: 3 clusters Score -9746655 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -9746598.000000 Penalty: 5414.578125
	Iteration 18Q: 3 clusters Score -9746598 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -9746578.000000 Penalty: 5414.578125
	Iteration 19Q: 3 clusters Score -9746578 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -9746528.000000 Penalty: 5414.578125
	Iteration 20F: 3 clusters Score -9746528 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -9746494.000000 Penalty: 5414.578125
	Iteration 21Q: 3 clusters Score -9746494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -9746429.000000 Penalty: 5414.578125
	Iteration 22Q: 3 clusters Score -9746429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -9746416.000000 Penalty: 5414.578125
	Iteration 23Q: 3 clusters Score -9746416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -9746406.000000 Penalty: 5414.578125
	Iteration 24Q: 3 clusters Score -9746406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -9746392.000000 Penalty: 5414.578125
	Iteration 25Q: 3 clusters Score -9746392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -9746383.000000 Penalty: 5414.578125
	Iteration 26Q: 3 clusters Score -9746383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -9746349.000000 Penalty: 5414.578125
	Iteration 27Q: 3 clusters Score -9746349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -9746374.000000 Penalty: 5414.578125
	Iteration 28Q: 3 clusters Score -9746374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -9746377.000000 Penalty: 5414.578125
	Iteration 29Q: 3 clusters Score -9746377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -9746379.000000 Penalty: 5414.578125
	Iteration 30Q: 3 clusters Score -9746379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -9746381.000000 Penalty: 5414.578125
	Iteration 31Q: 3 clusters Score -9746381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -9746379.000000 Penalty: 5414.578125
	Iteration 32Q: 3 clusters Score -9746379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -9746362.000000 Penalty: 5414.578125
	Iteration 33Q: 3 clusters Score -9746362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -9746351.000000 Penalty: 5414.578125
	Iteration 34Q: 3 clusters Score -9746351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -9746352.000000 Penalty: 5414.578125
	Iteration 35Q: 3 clusters Score -9746352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -9746341.000000 Penalty: 5414.578125
	Iteration 36Q: 3 clusters Score -9746341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -9746343.000000 Penalty: 5414.578125
	Iteration 37Q: 3 clusters Score -9746343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -9746348.000000 Penalty: 5414.578125
	Iteration 38Q: 3 clusters Score -9746348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -9746356.000000 Penalty: 5414.578125
	Iteration 39Q: 3 clusters Score -9746356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -9746344.000000 Penalty: 5414.578125
	Iteration 40F: 3 clusters Score -9746344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -9746346.000000 Penalty: 5414.578125
	Iteration 41Q: 3 clusters Score -9746346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -9746334.000000 Penalty: 5414.578125
	Iteration 42Q: 3 clusters Score -9746334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -9746336.000000 Penalty: 5414.578125
	Iteration 43Q: 3 clusters Score -9746336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -9746341.000000 Penalty: 5414.578125
	Iteration 44Q: 3 clusters Score -9746341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -9746352.000000 Penalty: 5414.578125
	Iteration 45Q: 3 clusters Score -9746352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -9746358.000000 Penalty: 5414.578125
	Iteration 46Q: 3 clusters Score -9746358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -9746360.000000 Penalty: 5414.578125
	Iteration 47Q: 3 clusters Score -9746360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -9746345.000000 Penalty: 5414.578125
	Iteration 48Q: 3 clusters Score -9746345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -9746361.000000 Penalty: 5414.578125
	Iteration 49Q: 3 clusters Score -9746361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -9746351.000000 Penalty: 5414.578125
	Iteration 50Q: 3 clusters Score -9746351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -9746342.000000 Penalty: 5414.578125
	Iteration 51Q: 3 clusters Score -9746342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -9746346.000000 Penalty: 5414.578125
	Iteration 52Q: 3 clusters Score -9746346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -9746346.000000 Penalty: 5414.578125
	Iteration 53Q: 3 clusters Score -9746346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -9746352.000000 Penalty: 5414.578125
	Iteration 54Q: 3 clusters Score -9746352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -9746359.000000 Penalty: 5414.578125
	Iteration 55Q: 3 clusters Score -9746359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -9746362.000000 Penalty: 5414.578125
	Iteration 56Q: 3 clusters Score -9746362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -9746357.000000 Penalty: 5414.578125
	Iteration 57Q: 3 clusters Score -9746357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -9746354.000000 Penalty: 5414.578125
	Iteration 58Q: 3 clusters Score -9746354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -9746356.000000 Penalty: 5414.578125
	Iteration 59Q: 3 clusters Score -9746356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -9746355.000000 Penalty: 5414.578125
	Iteration 60F: 3 clusters Score -9746355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -9746359.000000 Penalty: 5414.578125
	Iteration 61Q: 3 clusters Score -9746359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -9746369.000000 Penalty: 5414.578125
	Iteration 62Q: 3 clusters Score -9746369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -9746369.000000 Penalty: 5414.578125
	Iteration 63Q: 3 clusters Score -9746369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -9746357.000000 Penalty: 5414.578125
	Iteration 64Q: 3 clusters Score -9746357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -9746364.000000 Penalty: 5414.578125
	Iteration 65Q: 3 clusters Score -9746364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -9746364.000000 Penalty: 5414.578125
	Iteration 66F: 3 clusters Score -9746364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Entering Unmasked Estep 
Score: -4787844.500000 Penalty: 2528.896729
	Iteration 0F: 2 clusters Score -4787844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4769448.000000 Penalty: 5057.793457
	Iteration 0F: 3 clusters Score -4769448 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4776040.000000 Penalty: 5057.793457
	Iteration 1F: 3 clusters Score -4776040 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4776552.500000 Penalty: 5057.793457
	Iteration 2F: 3 clusters Score -4776552 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4777055.500000 Penalty: 5057.793457
	Iteration 3Q: 3 clusters Score -4777056 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4777592.000000 Penalty: 5057.793457
	Iteration 4Q: 3 clusters Score -4777592 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -4778203.500000 Penalty: 5057.793457
	Iteration 5Q: 3 clusters Score -4778204 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4779051.500000 Penalty: 5057.793457
	Iteration 6F: 3 clusters Score -4779052 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4780223.500000 Penalty: 5057.793457
	Iteration 7F: 3 clusters Score -4780224 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4781562.000000 Penalty: 5057.793457
	Iteration 8F: 3 clusters Score -4781562 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4782898.000000 Penalty: 5057.793457
	Iteration 9F: 3 clusters Score -4782898 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4783985.500000 Penalty: 5057.793457
	Iteration 10Q: 3 clusters Score -4783986 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4784732.500000 Penalty: 5057.793457
	Iteration 11Q: 3 clusters Score -4784732 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4785250.500000 Penalty: 5057.793457
	Iteration 12Q: 3 clusters Score -4785250 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4785579.500000 Penalty: 5057.793457
	Iteration 13Q: 3 clusters Score -4785580 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -4785770.000000 Penalty: 5057.793457
	Iteration 14Q: 3 clusters Score -4785770 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4785904.500000 Penalty: 5057.793457
	Iteration 15Q: 3 clusters Score -4785904 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4785996.500000 Penalty: 5057.793457
	Iteration 16Q: 3 clusters Score -4785996 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4786070.500000 Penalty: 5057.793457
	Iteration 17Q: 3 clusters Score -4786070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4786126.500000 Penalty: 5057.793457
	Iteration 18Q: 3 clusters Score -4786126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4786184.500000 Penalty: 5057.793457
	Iteration 19Q: 3 clusters Score -4786184 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4786225.500000 Penalty: 5057.793457
	Iteration 20F: 3 clusters Score -4786226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -4786257.500000 Penalty: 5057.793457
	Iteration 21Q: 3 clusters Score -4786258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4786274.000000 Penalty: 5057.793457
	Iteration 22Q: 3 clusters Score -4786274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4786286.000000 Penalty: 5057.793457
	Iteration 23Q: 3 clusters Score -4786286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -4786297.500000 Penalty: 5057.793457
	Iteration 24Q: 3 clusters Score -4786298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4786297.500000 Penalty: 5057.793457
	Iteration 25Q: 3 clusters Score -4786298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -4786308.500000 Penalty: 5057.793457
	Iteration 26Q: 3 clusters Score -4786308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -4786310.000000 Penalty: 5057.793457
	Iteration 27Q: 3 clusters Score -4786310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4786315.500000 Penalty: 5057.793457
	Iteration 28Q: 3 clusters Score -4786316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4786319.500000 Penalty: 5057.793457
	Iteration 29Q: 3 clusters Score -4786320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4786330.000000 Penalty: 5057.793457
	Iteration 30Q: 3 clusters Score -4786330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4786327.000000 Penalty: 5057.793457
	Iteration 31Q: 3 clusters Score -4786327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4786332.500000 Penalty: 5057.793457
	Iteration 32Q: 3 clusters Score -4786332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -4786340.000000 Penalty: 5057.793457
	Iteration 33Q: 3 clusters Score -4786340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -4786341.500000 Penalty: 5057.793457
	Iteration 34Q: 3 clusters Score -4786342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4786343.500000 Penalty: 5057.793457
	Iteration 35Q: 3 clusters Score -4786344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4786341.000000 Penalty: 5057.793457
	Iteration 36Q: 3 clusters Score -4786341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -4786345.000000 Penalty: 5057.793457
	Iteration 37Q: 3 clusters Score -4786345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4786339.000000 Penalty: 5057.793457
	Iteration 38Q: 3 clusters Score -4786339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4786338.500000 Penalty: 5057.793457
	Iteration 39Q: 3 clusters Score -4786338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4786341.000000 Penalty: 5057.793457
	Iteration 40F: 3 clusters Score -4786341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4786340.000000 Penalty: 5057.793457
	Iteration 41Q: 3 clusters Score -4786340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -4786339.500000 Penalty: 5057.793457
	Iteration 42Q: 3 clusters Score -4786340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4786338.500000 Penalty: 5057.793457
	Iteration 43Q: 3 clusters Score -4786338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4786343.500000 Penalty: 5057.793457
	Iteration 44Q: 3 clusters Score -4786344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4786343.500000 Penalty: 5057.793457
	Iteration 45F: 3 clusters Score -4786344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (47114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Entering Unmasked Estep 
Score: -8381063.500000 Penalty: 2668.560791
	Iteration 0F: 2 clusters Score -8381064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8350492.000000 Penalty: 5337.121582
	Iteration 0F: 3 clusters Score -8350492 nChanged 21880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -8362586.000000 Penalty: 5337.121582
	Iteration 1F: 3 clusters Score -8362586 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -8363323.000000 Penalty: 5337.121582
	Iteration 2Q: 3 clusters Score -8363323 nChanged 2217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8364211 nChanged 2350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -8365338.500000 Penalty: 5337.121582
	Iteration 4Q: 3 clusters Score -8365338 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -8366836.500000 Penalty: 5337.121582
	Iteration 5F: 3 clusters Score -8366836 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -8368470.000000 Penalty: 5337.121582
	Iteration 6F: 3 clusters Score -8368470 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -8370143.000000 Penalty: 5337.121582
	Iteration 7F: 3 clusters Score -8370143 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8371735.500000 Penalty: 5337.121582
	Iteration 8F: 3 clusters Score -8371736 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -8373175.500000 Penalty: 5337.121582
	Iteration 9F: 3 clusters Score -8373176 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -8374340.500000 Penalty: 5337.121582
	Iteration 10Q: 3 clusters Score -8374340 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8375200.500000 Penalty: 5337.121582
	Iteration 11Q: 3 clusters Score -8375200 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8375876.000000 Penalty: 5337.121582
	Iteration 12Q: 3 clusters Score -8375876 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -8376478.000000 Penalty: 5337.121582
	Iteration 13Q: 3 clusters Score -8376478 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -8376998.000000 Penalty: 5337.121582
	Iteration 14Q: 3 clusters Score -8376998 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -8377448.500000 Penalty: 5337.121582
	Iteration 15Q: 3 clusters Score -8377448 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -8377783.500000 Penalty: 5337.121582
	Iteration 16Q: 3 clusters Score -8377784 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -8378033.000000 Penalty: 5337.121582
	Iteration 17Q: 3 clusters Score -8378033 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -8378271.000000 Penalty: 5337.121582
	Iteration 18Q: 3 clusters Score -8378271 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8378508.000000 Penalty: 5337.121582
	Iteration 19Q: 3 clusters Score -8378508 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8378664.500000 Penalty: 5337.121582
	Iteration 20F: 3 clusters Score -8378664 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -8378864.000000 Penalty: 5337.121582
	Iteration 21Q: 3 clusters Score -8378864 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -8378977.000000 Penalty: 5337.121582
	Iteration 22Q: 3 clusters Score -8378977 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -8379057.000000 Penalty: 5337.121582
	Iteration 23Q: 3 clusters Score -8379057 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -8379179.000000 Penalty: 5337.121582
	Iteration 24Q: 3 clusters Score -8379179 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -8379238.500000 Penalty: 5337.121582
	Iteration 25Q: 3 clusters Score -8379238 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8379283.500000 Penalty: 5337.121582
	Iteration 26Q: 3 clusters Score -8379284 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8379342.000000 Penalty: 5337.121582
	Iteration 27Q: 3 clusters Score -8379342 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8379375.000000 Penalty: 5337.121582
	Iteration 28Q: 3 clusters Score -8379375 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8379414.000000 Penalty: 5337.121582
	Iteration 29Q: 3 clusters Score -8379414 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -8379437.000000 Penalty: 5337.121582
	Iteration 30Q: 3 clusters Score -8379437 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8379481.000000 Penalty: 5337.121582
	Iteration 31Q: 3 clusters Score -8379481 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8379525.500000 Penalty: 5337.121582
	Iteration 32Q: 3 clusters Score -8379526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8379555.500000 Penalty: 5337.121582
	Iteration 33Q: 3 clusters Score -8379556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8379570.000000 Penalty: 5337.121582
	Iteration 34Q: 3 clusters Score -8379570 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -8379596.500000 Penalty: 5337.121582
	Iteration 35Q: 3 clusters Score -8379596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8379619.000000 Penalty: 5337.121582
	Iteration 36Q: 3 clusters Score -8379619 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8379618.000000 Penalty: 5337.121582
	Iteration 37Q: 3 clusters Score -8379618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -8379627.500000 Penalty: 5337.121582
	Iteration 38Q: 3 clusters Score -8379628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8379631.500000 Penalty: 5337.121582
	Iteration 39Q: 3 clusters Score -8379632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8379648.500000 Penalty: 5337.121582
	Iteration 40F: 3 clusters Score -8379648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8379633.500000 Penalty: 5337.121582
	Iteration 41Q: 3 clusters Score -8379634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -8379664.000000 Penalty: 5337.121582
	Iteration 42Q: 3 clusters Score -8379664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8379663.000000 Penalty: 5337.121582
	Iteration 43Q: 3 clusters Score -8379663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8379680.000000 Penalty: 5337.121582
	Iteration 44Q: 3 clusters Score -8379680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8379672.000000 Penalty: 5337.121582
	Iteration 45Q: 3 clusters Score -8379672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -8379667.000000 Penalty: 5337.121582
	Iteration 46Q: 3 clusters Score -8379667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8379666.500000 Penalty: 5337.121582
	Iteration 47Q: 3 clusters Score -8379666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8379666.500000 Penalty: 5337.121582
	Iteration 48Q: 3 clusters Score -8379666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8379682.000000 Penalty: 5337.121582
	Iteration 49Q: 3 clusters Score -8379682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8379681.500000 Penalty: 5337.121582
	Iteration 50Q: 3 clusters Score -8379682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -8379678.000000 Penalty: 5337.121582
	Iteration 51Q: 3 clusters Score -8379678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -8379686.000000 Penalty: 5337.121582
	Iteration 52Q: 3 clusters Score -8379686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8379696.000000 Penalty: 5337.121582
	Iteration 53Q: 3 clusters Score -8379696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8379713.000000 Penalty: 5337.121582
	Iteration 54Q: 3 clusters Score -8379713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -8379697.500000 Penalty: 5337.121582
	Iteration 55Q: 3 clusters Score -8379698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -8379690.500000 Penalty: 5337.121582
	Iteration 56Q: 3 clusters Score -8379690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -8379696.000000 Penalty: 5337.121582
	Iteration 57Q: 3 clusters Score -8379696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8379699.500000 Penalty: 5337.121582
	Iteration 58Q: 3 clusters Score -8379700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8379703.500000 Penalty: 5337.121582
	Iteration 59Q: 3 clusters Score -8379704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8379709.500000 Penalty: 5337.121582
	Iteration 60F: 3 clusters Score -8379710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8379728.500000 Penalty: 5337.121582
	Iteration 61Q: 3 clusters Score -8379728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8379716.500000 Penalty: 5337.121582
	Iteration 62Q: 3 clusters Score -8379716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8379719.000000 Penalty: 5337.121582
	Iteration 63Q: 3 clusters Score -8379719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -8379728.500000 Penalty: 5337.121582
	Iteration 64Q: 3 clusters Score -8379728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8379736.000000 Penalty: 5337.121582
	Iteration 65Q: 3 clusters Score -8379736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8379742.000000 Penalty: 5337.121582
	Iteration 66Q: 3 clusters Score -8379742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8379751.500000 Penalty: 5337.121582
	Iteration 67Q: 3 clusters Score -8379752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8379747.500000 Penalty: 5337.121582
	Iteration 68Q: 3 clusters Score -8379748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -8379747.500000 Penalty: 5337.121582
	Iteration 69Q: 3 clusters Score -8379748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -8379741.500000 Penalty: 5337.121582
	Iteration 70Q: 3 clusters Score -8379742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8379736.500000 Penalty: 5337.121582
	Iteration 71Q: 3 clusters Score -8379736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -8379736.500000 Penalty: 5337.121582
	Iteration 72Q: 3 clusters Score -8379736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -8379740.500000 Penalty: 5337.121582
	Iteration 73Q: 3 clusters Score -8379740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8379735.500000 Penalty: 5337.121582
	Iteration 74Q: 3 clusters Score -8379736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -8379735.500000 Penalty: 5337.121582
	Iteration 75Q: 3 clusters Score -8379736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -8379738.500000 Penalty: 5337.121582
	Iteration 76Q: 3 clusters Score -8379738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -8379736.500000 Penalty: 5337.121582
	Iteration 77Q: 3 clusters Score -8379736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8379733.500000 Penalty: 5337.121582
	Iteration 78Q: 3 clusters Score -8379734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8379740.000000 Penalty: 5337.121582
	Iteration 79Q: 3 clusters Score -8379740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8379740.000000 Penalty: 5337.121582
	Iteration 80F: 3 clusters Score -8379740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8379735.500000 Penalty: 5337.121582
	Iteration 81Q: 3 clusters Score -8379736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8379735.500000 Penalty: 5337.121582
	Iteration 82F: 3 clusters Score -8379736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (50300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Entering Unmasked Estep 
Score: -9132458.000000 Penalty: 2684.788574
	Iteration 0F: 2 clusters Score -9132458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -9101977.000000 Penalty: 5369.577148
	Iteration 0F: 3 clusters Score -9101977 nChanged 23083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -9114895.000000 Penalty: 5369.577148
	Iteration 1F: 3 clusters Score -9114895 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -9115603.000000 Penalty: 5369.577148
	Iteration 2Q: 3 clusters Score -9115603 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -9116406.000000 Penalty: 5369.577148
	Iteration 3Q: 3 clusters Score -9116406 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -9117399.000000 Penalty: 5369.577148
	Iteration 4Q: 3 clusters Score -9117399 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -9118838.000000 Penalty: 5369.577148
	Iteration 5F: 3 clusters Score -9118838 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -9120686.000000 Penalty: 5369.577148
	Iteration 6F: 3 clusters Score -9120686 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -9123088.000000 Penalty: 5369.577148
	Iteration 7F: 3 clusters Score -9123088 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -9125522.000000 Penalty: 5369.577148
	Iteration 8F: 3 clusters Score -9125522 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -9127006.000000 Penalty: 5369.577148
	Iteration 9F: 3 clusters Score -9127006 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -9128165.000000 Penalty: 5369.577148
	Iteration 10Q: 3 clusters Score -9128165 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9128864.000000 Penalty: 5369.577148
	Iteration 11Q: 3 clusters Score -9128864 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -9129258.000000 Penalty: 5369.577148
	Iteration 12Q: 3 clusters Score -9129258 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -9129447.000000 Penalty: 5369.577148
	Iteration 13Q: 3 clusters Score -9129447 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9129659.000000 Penalty: 5369.577148
	Iteration 14Q: 3 clusters Score -9129659 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9129748.000000 Penalty: 5369.577148
	Iteration 15Q: 3 clusters Score -9129748 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9129847.000000 Penalty: 5369.577148
	Iteration 16Q: 3 clusters Score -9129847 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -9129948.000000 Penalty: 5369.577148
	Iteration 17Q: 3 clusters Score -9129948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -9130000.000000 Penalty: 5369.577148
	Iteration 18Q: 3 clusters Score -9130000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -9130060.000000 Penalty: 5369.577148
	Iteration 19Q: 3 clusters Score -9130060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -9130100.000000 Penalty: 5369.577148
	Iteration 20F: 3 clusters Score -9130100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9130103.000000 Penalty: 5369.577148
	Iteration 21Q: 3 clusters Score -9130103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9130126.000000 Penalty: 5369.577148
	Iteration 22Q: 3 clusters Score -9130126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -9130148.000000 Penalty: 5369.577148
	Iteration 23Q: 3 clusters Score -9130148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -9130152.000000 Penalty: 5369.577148
	Iteration 24Q: 3 clusters Score -9130152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -9130169.000000 Penalty: 5369.577148
	Iteration 25Q: 3 clusters Score -9130169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -9130178.000000 Penalty: 5369.577148
	Iteration 26Q: 3 clusters Score -9130178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9130191.000000 Penalty: 5369.577148
	Iteration 27Q: 3 clusters Score -9130191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -9130208.000000 Penalty: 5369.577148
	Iteration 28Q: 3 clusters Score -9130208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -9130196.000000 Penalty: 5369.577148
	Iteration 29Q: 3 clusters Score -9130196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9130196.000000 Penalty: 5369.577148
	Iteration 30Q: 3 clusters Score -9130196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -9130215.000000 Penalty: 5369.577148
	Iteration 31Q: 3 clusters Score -9130215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -9130221.000000 Penalty: 5369.577148
	Iteration 32Q: 3 clusters Score -9130221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -9130217.000000 Penalty: 5369.577148
	Iteration 33Q: 3 clusters Score -9130217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -9130218.000000 Penalty: 5369.577148
	Iteration 34Q: 3 clusters Score -9130218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -9130208.000000 Penalty: 5369.577148
	Iteration 35Q: 3 clusters Score -9130208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -9130204.000000 Penalty: 5369.577148
	Iteration 36Q: 3 clusters Score -9130204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -9130203.000000 Penalty: 5369.577148
	Iteration 37Q: 3 clusters Score -9130203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -9130203.000000 Penalty: 5369.577148
	Iteration 38F: 3 clusters Score -9130203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -163378.828125 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -163378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161355.515625 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -161355.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161936.406250 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -161936.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -162253.750000 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -162253.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -162438.890625 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -162438.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -162572.890625 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -162572.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -162697.156250 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -162697.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -162882.468750 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -162882.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163059.515625 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -163059.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -163310.500000 Penalty: 3494.705078
	Iteration 8F: 3 clusters Score -163310.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163661.640625 Penalty: 3494.705078
	Iteration 9F: 3 clusters Score -163661.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163925.390625 Penalty: 3494.705078
	Iteration 10F: 3 clusters Score -163925.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164042.421875 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -164042.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164088.781250 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -164088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164104.359375 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -164104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -164107.906250 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -164107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -164115.750000 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -164115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -164115.750000 Penalty: 3494.705078
	Iteration 16F: 3 clusters Score -164115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 44540 members 
Mstep: Class 3 contains 41458 members 
Mstep: Class 4 contains 52109 members 
Mstep: Class 5 contains 54799 members 
Mstep: Class 6 contains 31220 members 
Mstep: Class 7 contains 25924 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 46660 members 
Mstep: Class 10 contains 18454 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 59164 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 43486 members 
Mstep: Class 17 contains 46247 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 50143 members 
Mstep: Class 20 contains 49177 members 
Mstep: Class 21 contains 43919 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49057 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 23129 members 
Mstep: Class 29 contains 48938 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 52310 members 
Mstep: Class 32 contains 37281 members 
Mstep: Class 33 contains 55077 members 
Mstep: Class 34 contains 26827 members 
Mstep: Class 35 contains 47114 members 
Mstep: Class 36 contains 50300 members 
Mstep: Class 37 contains 464 members 
Mstep: Class 38 contains 684 members 
Entering Unmasked Estep 
Score: -196367968.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196368368.000000 to -196367968.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 44540 members 
Mstep: Class 3 contains 41458 members 
Mstep: Class 4 contains 52109 members 
Mstep: Class 5 contains 54799 members 
Mstep: Class 6 contains 31220 members 
Mstep: Class 7 contains 25924 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 46660 members 
Mstep: Class 10 contains 18454 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 59164 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 43486 members 
Mstep: Class 17 contains 46247 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 50143 members 
Mstep: Class 20 contains 49177 members 
Mstep: Class 21 contains 43919 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 49057 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 23129 members 
Mstep: Class 29 contains 48938 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 52310 members 
Mstep: Class 32 contains 37281 members 
Mstep: Class 33 contains 55077 members 
Mstep: Class 34 contains 26827 members 
Mstep: Class 35 contains 47114 members 
Mstep: Class 36 contains 50300 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196369264.000000 Penalty: 127827.164062
Iteration 79Q: 38 clusters Score -1.963693e+08 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 44534 members 
Mstep: Class 3 contains 41389 members 
Mstep: Class 4 contains 52134 members 
Mstep: Class 5 contains 54719 members 
Mstep: Class 6 contains 31143 members 
Mstep: Class 7 contains 25909 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 46624 members 
Mstep: Class 10 contains 18391 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 59071 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 16990 members 
Mstep: Class 16 contains 43480 members 
Mstep: Class 17 contains 46329 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 19 contains 50067 members 
Mstep: Class 20 contains 49324 members 
Mstep: Class 21 contains 43824 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 48907 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 15208 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 23583 members 
Mstep: Class 29 contains 48829 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 52335 members 
Mstep: Class 32 contains 37272 members 
Mstep: Class 33 contains 55010 members 
Mstep: Class 34 contains 27106 members 
Mstep: Class 35 contains 47213 members 
Mstep: Class 36 contains 50240 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196369360.000000 Penalty: 127827.164062
Iteration 80F: 38 clusters Score -1.963694e+08 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 44495 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 52139 members 
Mstep: Class 5 contains 54624 members 
Mstep: Class 6 contains 31068 members 
Mstep: Class 7 contains 25887 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 46587 members 
Mstep: Class 10 contains 18339 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 16998 members 
Mstep: Class 16 contains 43476 members 
Mstep: Class 17 contains 46411 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 49929 members 
Mstep: Class 20 contains 49421 members 
Mstep: Class 21 contains 43750 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 48753 members 
Mstep: Class 24 contains 11759 members 
Mstep: Class 25 contains 2460 members 
Mstep: Class 26 contains 15194 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 24092 members 
Mstep: Class 29 contains 48699 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 52380 members 
Mstep: Class 32 contains 37304 members 
Mstep: Class 33 contains 54963 members 
Mstep: Class 34 contains 27396 members 
Mstep: Class 35 contains 47309 members 
Mstep: Class 36 contains 50196 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196370128.000000 Penalty: 127827.164062
Iteration 81Q: 38 clusters Score -1.963701e+08 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 44395 members 
Mstep: Class 3 contains 41269 members 
Mstep: Class 4 contains 52134 members 
Mstep: Class 5 contains 54503 members 
Mstep: Class 6 contains 30998 members 
Mstep: Class 7 contains 25866 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 46560 members 
Mstep: Class 10 contains 18277 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 58908 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 15 contains 17013 members 
Mstep: Class 16 contains 43472 members 
Mstep: Class 17 contains 46500 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 49819 members 
Mstep: Class 20 contains 49547 members 
Mstep: Class 21 contains 43674 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 48624 members 
Mstep: Class 24 contains 11764 members 
Mstep: Class 25 contains 2458 members 
Mstep: Class 26 contains 15205 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 24579 members 
Mstep: Class 29 contains 48606 members 
Mstep: Class 30 contains 1242 members 
Mstep: Class 31 contains 52392 members 
Mstep: Class 32 contains 37356 members 
Mstep: Class 33 contains 54921 members 
Mstep: Class 34 contains 27657 members 
Mstep: Class 35 contains 47343 members 
Mstep: Class 36 contains 50165 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196370992.000000 Penalty: 127827.164062
Iteration 82Q: 38 clusters Score -1.96371e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 44233 members 
Mstep: Class 3 contains 41225 members 
Mstep: Class 4 contains 52141 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 30943 members 
Mstep: Class 7 contains 25837 members 
Mstep: Class 8 contains 5582 members 
Mstep: Class 9 contains 46533 members 
Mstep: Class 10 contains 18230 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4543 members 
Mstep: Class 13 contains 58793 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 43464 members 
Mstep: Class 17 contains 46571 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 49738 members 
Mstep: Class 20 contains 49697 members 
Mstep: Class 21 contains 43576 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 48477 members 
Mstep: Class 24 contains 11761 members 
Mstep: Class 25 contains 2458 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 25081 members 
Mstep: Class 29 contains 48538 members 
Mstep: Class 30 contains 1224 members 
Mstep: Class 31 contains 52438 members 
Mstep: Class 32 contains 37487 members 
Mstep: Class 33 contains 54842 members 
Mstep: Class 34 contains 27908 members 
Mstep: Class 35 contains 47335 members 
Mstep: Class 36 contains 50176 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196372128.000000 Penalty: 127827.164062
Iteration 83Q: 38 clusters Score -1.963721e+08 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 44039 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 52142 members 
Mstep: Class 5 contains 54185 members 
Mstep: Class 6 contains 30877 members 
Mstep: Class 7 contains 25810 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 9 contains 46502 members 
Mstep: Class 10 contains 18188 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4553 members 
Mstep: Class 13 contains 58658 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 17049 members 
Mstep: Class 16 contains 43459 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 49671 members 
Mstep: Class 20 contains 49815 members 
Mstep: Class 21 contains 43501 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 48318 members 
Mstep: Class 24 contains 11771 members 
Mstep: Class 25 contains 2460 members 
Mstep: Class 26 contains 15224 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 25639 members 
Mstep: Class 29 contains 48463 members 
Mstep: Class 30 contains 1211 members 
Mstep: Class 31 contains 52438 members 
Mstep: Class 32 contains 37652 members 
Mstep: Class 33 contains 54784 members 
Mstep: Class 34 contains 28153 members 
Mstep: Class 35 contains 47286 members 
Mstep: Class 36 contains 50213 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196372832.000000 Penalty: 127827.164062
Iteration 84Q: 38 clusters Score -1.963728e+08 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 43836 members 
Mstep: Class 3 contains 41114 members 
Mstep: Class 4 contains 52132 members 
Mstep: Class 5 contains 54023 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 25796 members 
Mstep: Class 8 contains 5573 members 
Mstep: Class 9 contains 46490 members 
Mstep: Class 10 contains 18149 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4572 members 
Mstep: Class 13 contains 58504 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 17060 members 
Mstep: Class 16 contains 43451 members 
Mstep: Class 17 contains 46771 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 49607 members 
Mstep: Class 20 contains 49901 members 
Mstep: Class 21 contains 43493 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 48205 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 15217 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 26209 members 
Mstep: Class 29 contains 48358 members 
Mstep: Class 30 contains 1201 members 
Mstep: Class 31 contains 52426 members 
Mstep: Class 32 contains 37818 members 
Mstep: Class 33 contains 54721 members 
Mstep: Class 34 contains 28374 members 
Mstep: Class 35 contains 47214 members 
Mstep: Class 36 contains 50211 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196372752.000000 Penalty: 127827.164062
Iteration 85Q: 38 clusters Score -1.963728e+08 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 41069 members 
Mstep: Class 4 contains 52123 members 
Mstep: Class 5 contains 53819 members 
Mstep: Class 6 contains 30746 members 
Mstep: Class 7 contains 25777 members 
Mstep: Class 8 contains 5567 members 
Mstep: Class 9 contains 46456 members 
Mstep: Class 10 contains 18107 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4584 members 
Mstep: Class 13 contains 58388 members 
Mstep: Class 14 contains 671 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 43447 members 
Mstep: Class 17 contains 46875 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 49509 members 
Mstep: Class 20 contains 49925 members 
Mstep: Class 21 contains 43489 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 48080 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 15223 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 26784 members 
Mstep: Class 29 contains 48226 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 52424 members 
Mstep: Class 32 contains 37998 members 
Mstep: Class 33 contains 54686 members 
Mstep: Class 34 contains 28598 members 
Mstep: Class 35 contains 47203 members 
Mstep: Class 36 contains 50230 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196372832.000000 Penalty: 127827.164062
Iteration 86Q: 38 clusters Score -1.963728e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 43428 members 
Mstep: Class 3 contains 41005 members 
Mstep: Class 4 contains 52118 members 
Mstep: Class 5 contains 53671 members 
Mstep: Class 6 contains 30700 members 
Mstep: Class 7 contains 25750 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 46427 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4596 members 
Mstep: Class 13 contains 58286 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 43448 members 
Mstep: Class 17 contains 46926 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 49432 members 
Mstep: Class 20 contains 49951 members 
Mstep: Class 21 contains 43503 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 47847 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 15208 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 27387 members 
Mstep: Class 29 contains 48123 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 52435 members 
Mstep: Class 32 contains 38218 members 
Mstep: Class 33 contains 54622 members 
Mstep: Class 34 contains 28831 members 
Mstep: Class 35 contains 47193 members 
Mstep: Class 36 contains 50263 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196372928.000000 Penalty: 127827.164062
Iteration 87Q: 38 clusters Score -1.963729e+08 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 43188 members 
Mstep: Class 3 contains 40956 members 
Mstep: Class 4 contains 52107 members 
Mstep: Class 5 contains 53598 members 
Mstep: Class 6 contains 30643 members 
Mstep: Class 7 contains 25717 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 46414 members 
Mstep: Class 10 contains 18015 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 13 contains 58149 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 43431 members 
Mstep: Class 17 contains 46970 members 
Mstep: Class 18 contains 5068 members 
Mstep: Class 19 contains 49329 members 
Mstep: Class 20 contains 50022 members 
Mstep: Class 21 contains 43485 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 47553 members 
Mstep: Class 24 contains 11809 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 15207 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 28001 members 
Mstep: Class 29 contains 48068 members 
Mstep: Class 30 contains 1180 members 
Mstep: Class 31 contains 52419 members 
Mstep: Class 32 contains 38471 members 
Mstep: Class 33 contains 54596 members 
Mstep: Class 34 contains 29044 members 
Mstep: Class 35 contains 47148 members 
Mstep: Class 36 contains 50297 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373088.000000 Penalty: 127827.164062
Iteration 88Q: 38 clusters Score -1.963731e+08 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 42938 members 
Mstep: Class 3 contains 40874 members 
Mstep: Class 4 contains 52094 members 
Mstep: Class 5 contains 53544 members 
Mstep: Class 6 contains 30567 members 
Mstep: Class 7 contains 25687 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 17989 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 58028 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 43425 members 
Mstep: Class 17 contains 47000 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 49263 members 
Mstep: Class 20 contains 50086 members 
Mstep: Class 21 contains 43460 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 47241 members 
Mstep: Class 24 contains 11822 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 15190 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 28670 members 
Mstep: Class 29 contains 48010 members 
Mstep: Class 30 contains 1175 members 
Mstep: Class 31 contains 52414 members 
Mstep: Class 32 contains 38748 members 
Mstep: Class 33 contains 54573 members 
Mstep: Class 34 contains 29246 members 
Mstep: Class 35 contains 47100 members 
Mstep: Class 36 contains 50310 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373216.000000 Penalty: 127827.164062
Iteration 89Q: 38 clusters Score -1.963732e+08 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 42675 members 
Mstep: Class 3 contains 40796 members 
Mstep: Class 4 contains 52079 members 
Mstep: Class 5 contains 53514 members 
Mstep: Class 6 contains 30484 members 
Mstep: Class 7 contains 25672 members 
Mstep: Class 8 contains 5560 members 
Mstep: Class 9 contains 46346 members 
Mstep: Class 10 contains 17954 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4647 members 
Mstep: Class 13 contains 57903 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 17115 members 
Mstep: Class 16 contains 43429 members 
Mstep: Class 17 contains 47045 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 49187 members 
Mstep: Class 20 contains 50136 members 
Mstep: Class 21 contains 43452 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 46980 members 
Mstep: Class 24 contains 11836 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 15190 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 29414 members 
Mstep: Class 29 contains 47810 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 52367 members 
Mstep: Class 32 contains 39040 members 
Mstep: Class 33 contains 54549 members 
Mstep: Class 34 contains 29466 members 
Mstep: Class 35 contains 47064 members 
Mstep: Class 36 contains 50280 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373600.000000 Penalty: 127827.164062
Iteration 90Q: 38 clusters Score -1.963736e+08 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 42374 members 
Mstep: Class 3 contains 40724 members 
Mstep: Class 4 contains 52066 members 
Mstep: Class 5 contains 53438 members 
Mstep: Class 6 contains 30419 members 
Mstep: Class 7 contains 25655 members 
Mstep: Class 8 contains 5559 members 
Mstep: Class 9 contains 46323 members 
Mstep: Class 10 contains 17927 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4654 members 
Mstep: Class 13 contains 57765 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 17119 members 
Mstep: Class 16 contains 43416 members 
Mstep: Class 17 contains 47079 members 
Mstep: Class 18 contains 4962 members 
Mstep: Class 19 contains 49110 members 
Mstep: Class 20 contains 50206 members 
Mstep: Class 21 contains 43451 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 46711 members 
Mstep: Class 24 contains 11836 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 15185 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 30198 members 
Mstep: Class 29 contains 47605 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 52341 members 
Mstep: Class 32 contains 39347 members 
Mstep: Class 33 contains 54513 members 
Mstep: Class 34 contains 29657 members 
Mstep: Class 35 contains 47042 members 
Mstep: Class 36 contains 50269 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196373840.000000 Penalty: 127827.164062
Iteration 91Q: 38 clusters Score -1.963738e+08 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 42098 members 
Mstep: Class 3 contains 40661 members 
Mstep: Class 4 contains 52046 members 
Mstep: Class 5 contains 53432 members 
Mstep: Class 6 contains 30354 members 
Mstep: Class 7 contains 25638 members 
Mstep: Class 8 contains 5561 members 
Mstep: Class 9 contains 46287 members 
Mstep: Class 10 contains 17903 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4680 members 
Mstep: Class 13 contains 57608 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 17136 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 47089 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 49009 members 
Mstep: Class 20 contains 50274 members 
Mstep: Class 21 contains 43448 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 46466 members 
Mstep: Class 24 contains 11835 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 15184 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 30958 members 
Mstep: Class 29 contains 47422 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 52299 members 
Mstep: Class 32 contains 39646 members 
Mstep: Class 33 contains 54487 members 
Mstep: Class 34 contains 29840 members 
Mstep: Class 35 contains 47008 members 
Mstep: Class 36 contains 50254 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196374224.000000 Penalty: 127827.164062
Iteration 92Q: 38 clusters Score -1.963742e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 41849 members 
Mstep: Class 3 contains 40579 members 
Mstep: Class 4 contains 52018 members 
Mstep: Class 5 contains 53418 members 
Mstep: Class 6 contains 30310 members 
Mstep: Class 7 contains 25621 members 
Mstep: Class 8 contains 5564 members 
Mstep: Class 9 contains 46252 members 
Mstep: Class 10 contains 17872 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 57426 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 17137 members 
Mstep: Class 16 contains 43387 members 
Mstep: Class 17 contains 47041 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 48879 members 
Mstep: Class 20 contains 50357 members 
Mstep: Class 21 contains 43436 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 46255 members 
Mstep: Class 24 contains 11834 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 15199 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 31810 members 
Mstep: Class 29 contains 47171 members 
Mstep: Class 30 contains 1172 members 
Mstep: Class 31 contains 52261 members 
Mstep: Class 32 contains 39966 members 
Mstep: Class 33 contains 54462 members 
Mstep: Class 34 contains 30005 members 
Mstep: Class 35 contains 47001 members 
Mstep: Class 36 contains 50205 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196374272.000000 Penalty: 127827.164062
Iteration 93Q: 38 clusters Score -1.963743e+08 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 40504 members 
Mstep: Class 4 contains 52007 members 
Mstep: Class 5 contains 53372 members 
Mstep: Class 6 contains 30264 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 17849 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4725 members 
Mstep: Class 13 contains 57287 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 17143 members 
Mstep: Class 16 contains 43384 members 
Mstep: Class 17 contains 46960 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 48741 members 
Mstep: Class 20 contains 50441 members 
Mstep: Class 21 contains 43386 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 46047 members 
Mstep: Class 24 contains 11828 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 15208 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 32708 members 
Mstep: Class 29 contains 46941 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 52221 members 
Mstep: Class 32 contains 40318 members 
Mstep: Class 33 contains 54448 members 
Mstep: Class 34 contains 30159 members 
Mstep: Class 35 contains 46963 members 
Mstep: Class 36 contains 50159 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196374592.000000 Penalty: 127827.164062
Iteration 94Q: 38 clusters Score -1.963746e+08 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 41372 members 
Mstep: Class 3 contains 40424 members 
Mstep: Class 4 contains 51996 members 
Mstep: Class 5 contains 53401 members 
Mstep: Class 6 contains 30199 members 
Mstep: Class 7 contains 25588 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 46166 members 
Mstep: Class 10 contains 17825 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4741 members 
Mstep: Class 13 contains 57151 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 17150 members 
Mstep: Class 16 contains 43362 members 
Mstep: Class 17 contains 46873 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 48640 members 
Mstep: Class 20 contains 50476 members 
Mstep: Class 21 contains 43358 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 45817 members 
Mstep: Class 24 contains 11818 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 15211 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 33675 members 
Mstep: Class 29 contains 46659 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 52178 members 
Mstep: Class 32 contains 40693 members 
Mstep: Class 33 contains 54426 members 
Mstep: Class 34 contains 30274 members 
Mstep: Class 35 contains 46948 members 
Mstep: Class 36 contains 50112 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375024.000000 Penalty: 127827.164062
Iteration 95Q: 38 clusters Score -1.96375e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 41172 members 
Mstep: Class 3 contains 40337 members 
Mstep: Class 4 contains 51988 members 
Mstep: Class 5 contains 53382 members 
Mstep: Class 6 contains 30136 members 
Mstep: Class 7 contains 25582 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 46120 members 
Mstep: Class 10 contains 17809 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4761 members 
Mstep: Class 13 contains 57050 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 43346 members 
Mstep: Class 17 contains 46792 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 48503 members 
Mstep: Class 20 contains 50526 members 
Mstep: Class 21 contains 43292 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 45599 members 
Mstep: Class 24 contains 11813 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 15220 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 34719 members 
Mstep: Class 29 contains 46294 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 52156 members 
Mstep: Class 32 contains 41048 members 
Mstep: Class 33 contains 54368 members 
Mstep: Class 34 contains 30386 members 
Mstep: Class 35 contains 46938 members 
Mstep: Class 36 contains 50077 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375200.000000 Penalty: 127827.164062
Iteration 96Q: 38 clusters Score -1.963752e+08 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 40944 members 
Mstep: Class 3 contains 40262 members 
Mstep: Class 4 contains 51974 members 
Mstep: Class 5 contains 53372 members 
Mstep: Class 6 contains 30083 members 
Mstep: Class 7 contains 25566 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 46072 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4791 members 
Mstep: Class 13 contains 56909 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 43327 members 
Mstep: Class 17 contains 46756 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 48369 members 
Mstep: Class 20 contains 50561 members 
Mstep: Class 21 contains 43217 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 45419 members 
Mstep: Class 24 contains 11812 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 15217 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 35811 members 
Mstep: Class 29 contains 45885 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 52156 members 
Mstep: Class 32 contains 41383 members 
Mstep: Class 33 contains 54307 members 
Mstep: Class 34 contains 30500 members 
Mstep: Class 35 contains 46897 members 
Mstep: Class 36 contains 50067 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375440.000000 Penalty: 127827.164062
Iteration 97Q: 38 clusters Score -1.963754e+08 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 40722 members 
Mstep: Class 3 contains 40163 members 
Mstep: Class 4 contains 51963 members 
Mstep: Class 5 contains 53348 members 
Mstep: Class 6 contains 30035 members 
Mstep: Class 7 contains 25545 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 9 contains 46038 members 
Mstep: Class 10 contains 17755 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 56714 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 17193 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 46740 members 
Mstep: Class 18 contains 4749 members 
Mstep: Class 19 contains 48251 members 
Mstep: Class 20 contains 50529 members 
Mstep: Class 21 contains 43169 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 45229 members 
Mstep: Class 24 contains 11807 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 36936 members 
Mstep: Class 29 contains 45502 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 52163 members 
Mstep: Class 32 contains 41694 members 
Mstep: Class 33 contains 54288 members 
Mstep: Class 34 contains 30605 members 
Mstep: Class 35 contains 46892 members 
Mstep: Class 36 contains 50058 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375456.000000 Penalty: 127827.164062
Iteration 98Q: 38 clusters Score -1.963755e+08 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 40529 members 
Mstep: Class 3 contains 40065 members 
Mstep: Class 4 contains 51938 members 
Mstep: Class 5 contains 53354 members 
Mstep: Class 6 contains 29968 members 
Mstep: Class 7 contains 25528 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 45996 members 
Mstep: Class 10 contains 17733 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 56492 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 43276 members 
Mstep: Class 17 contains 46680 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 19 contains 48145 members 
Mstep: Class 20 contains 50582 members 
Mstep: Class 21 contains 43134 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 45044 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15201 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 38100 members 
Mstep: Class 29 contains 45125 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 52169 members 
Mstep: Class 32 contains 42003 members 
Mstep: Class 33 contains 54263 members 
Mstep: Class 34 contains 30714 members 
Mstep: Class 35 contains 46847 members 
Mstep: Class 36 contains 50010 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375392.000000 Penalty: 127827.164062
Iteration 99Q: 38 clusters Score -1.963754e+08 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 40367 members 
Mstep: Class 3 contains 39971 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 53356 members 
Mstep: Class 6 contains 29892 members 
Mstep: Class 7 contains 25508 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 45936 members 
Mstep: Class 10 contains 17699 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4897 members 
Mstep: Class 13 contains 56253 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 17210 members 
Mstep: Class 16 contains 43246 members 
Mstep: Class 17 contains 46622 members 
Mstep: Class 18 contains 4669 members 
Mstep: Class 19 contains 48009 members 
Mstep: Class 20 contains 50665 members 
Mstep: Class 21 contains 43116 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44828 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15183 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 39335 members 
Mstep: Class 29 contains 44795 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 52149 members 
Mstep: Class 32 contains 42272 members 
Mstep: Class 33 contains 54231 members 
Mstep: Class 34 contains 30789 members 
Mstep: Class 35 contains 46839 members 
Mstep: Class 36 contains 49972 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375408.000000 Penalty: 127827.164062
Iteration 100F: 38 clusters Score -1.963754e+08 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 40213 members 
Mstep: Class 3 contains 39857 members 
Mstep: Class 4 contains 51885 members 
Mstep: Class 5 contains 53348 members 
Mstep: Class 6 contains 29836 members 
Mstep: Class 7 contains 25488 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 45882 members 
Mstep: Class 10 contains 17665 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 56008 members 
Mstep: Class 14 contains 773 members 
Mstep: Class 15 contains 17214 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 46584 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 47917 members 
Mstep: Class 20 contains 50700 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44523 members 
Mstep: Class 24 contains 11780 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15177 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 40713 members 
Mstep: Class 29 contains 44388 members 
Mstep: Class 30 contains 1170 members 
Mstep: Class 31 contains 52117 members 
Mstep: Class 32 contains 42496 members 
Mstep: Class 33 contains 54197 members 
Mstep: Class 34 contains 30860 members 
Mstep: Class 35 contains 46843 members 
Mstep: Class 36 contains 49910 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375776.000000 Penalty: 127827.164062
Iteration 101Q: 38 clusters Score -1.963758e+08 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 40055 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 51848 members 
Mstep: Class 5 contains 53278 members 
Mstep: Class 6 contains 29756 members 
Mstep: Class 7 contains 25464 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 45789 members 
Mstep: Class 10 contains 17640 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 55761 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 17218 members 
Mstep: Class 16 contains 43198 members 
Mstep: Class 17 contains 46588 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 47843 members 
Mstep: Class 20 contains 50735 members 
Mstep: Class 21 contains 43101 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44188 members 
Mstep: Class 24 contains 11761 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 15146 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 42342 members 
Mstep: Class 29 contains 43931 members 
Mstep: Class 30 contains 1167 members 
Mstep: Class 31 contains 52064 members 
Mstep: Class 32 contains 42713 members 
Mstep: Class 33 contains 54156 members 
Mstep: Class 34 contains 30925 members 
Mstep: Class 35 contains 46818 members 
Mstep: Class 36 contains 49862 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196375792.000000 Penalty: 127827.164062
Iteration 102Q: 38 clusters Score -1.963758e+08 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 39921 members 
Mstep: Class 3 contains 39638 members 
Mstep: Class 4 contains 51805 members 
Mstep: Class 5 contains 53197 members 
Mstep: Class 6 contains 29682 members 
Mstep: Class 7 contains 25455 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 45698 members 
Mstep: Class 10 contains 17621 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 55459 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 17223 members 
Mstep: Class 16 contains 43173 members 
Mstep: Class 17 contains 46612 members 
Mstep: Class 18 contains 4627 members 
Mstep: Class 19 contains 47786 members 
Mstep: Class 20 contains 50799 members 
Mstep: Class 21 contains 43085 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 43832 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15120 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 44288 members 
Mstep: Class 29 contains 43200 members 
Mstep: Class 30 contains 1165 members 
Mstep: Class 31 contains 51979 members 
Mstep: Class 32 contains 42856 members 
Mstep: Class 33 contains 54117 members 
Mstep: Class 34 contains 30961 members 
Mstep: Class 35 contains 46786 members 
Mstep: Class 36 contains 49822 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196376592.000000 Penalty: 127827.164062
Iteration 103Q: 38 clusters Score -1.963766e+08 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 39813 members 
Mstep: Class 3 contains 39524 members 
Mstep: Class 4 contains 51764 members 
Mstep: Class 5 contains 53118 members 
Mstep: Class 6 contains 29602 members 
Mstep: Class 7 contains 25442 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 45609 members 
Mstep: Class 10 contains 17596 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 5198 members 
Mstep: Class 13 contains 55152 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 17225 members 
Mstep: Class 16 contains 43157 members 
Mstep: Class 17 contains 46640 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 47723 members 
Mstep: Class 20 contains 50910 members 
Mstep: Class 21 contains 43069 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 43432 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15113 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 46274 members 
Mstep: Class 29 contains 42498 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 51851 members 
Mstep: Class 32 contains 42963 members 
Mstep: Class 33 contains 54085 members 
Mstep: Class 34 contains 30994 members 
Mstep: Class 35 contains 46773 members 
Mstep: Class 36 contains 49767 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196376656.000000 Penalty: 127827.164062
Iteration 104Q: 38 clusters Score -1.963767e+08 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 39739 members 
Mstep: Class 3 contains 39414 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 53049 members 
Mstep: Class 6 contains 29546 members 
Mstep: Class 7 contains 25433 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 45481 members 
Mstep: Class 10 contains 17566 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 54864 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 17236 members 
Mstep: Class 16 contains 43137 members 
Mstep: Class 17 contains 46635 members 
Mstep: Class 18 contains 4594 members 
Mstep: Class 19 contains 47666 members 
Mstep: Class 20 contains 51014 members 
Mstep: Class 21 contains 43025 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 42987 members 
Mstep: Class 24 contains 11710 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 15092 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48366 members 
Mstep: Class 29 contains 41654 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 51760 members 
Mstep: Class 32 contains 43079 members 
Mstep: Class 33 contains 54051 members 
Mstep: Class 34 contains 31033 members 
Mstep: Class 35 contains 46768 members 
Mstep: Class 36 contains 49689 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196377328.000000 Penalty: 127827.164062
Iteration 105Q: 38 clusters Score -1.963773e+08 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 39643 members 
Mstep: Class 3 contains 39312 members 
Mstep: Class 4 contains 51675 members 
Mstep: Class 5 contains 52947 members 
Mstep: Class 6 contains 29485 members 
Mstep: Class 7 contains 25421 members 
Mstep: Class 8 contains 5487 members 
Mstep: Class 9 contains 45398 members 
Mstep: Class 10 contains 17541 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 5561 members 
Mstep: Class 13 contains 54549 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 43119 members 
Mstep: Class 17 contains 46652 members 
Mstep: Class 18 contains 4589 members 
Mstep: Class 19 contains 47624 members 
Mstep: Class 20 contains 51149 members 
Mstep: Class 21 contains 42952 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 42600 members 
Mstep: Class 24 contains 11699 members 
Mstep: Class 25 contains 2468 members 
Mstep: Class 26 contains 15059 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 50259 members 
Mstep: Class 29 contains 40885 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 51679 members 
Mstep: Class 32 contains 43176 members 
Mstep: Class 33 contains 54024 members 
Mstep: Class 34 contains 31082 members 
Mstep: Class 35 contains 46782 members 
Mstep: Class 36 contains 49643 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196378704.000000 Penalty: 127827.164062
Iteration 106Q: 38 clusters Score -1.963787e+08 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 39575 members 
Mstep: Class 3 contains 39185 members 
Mstep: Class 4 contains 51618 members 
Mstep: Class 5 contains 52858 members 
Mstep: Class 6 contains 29443 members 
Mstep: Class 7 contains 25407 members 
Mstep: Class 8 contains 5491 members 
Mstep: Class 9 contains 45323 members 
Mstep: Class 10 contains 17522 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 5756 members 
Mstep: Class 13 contains 54308 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 17280 members 
Mstep: Class 16 contains 43091 members 
Mstep: Class 17 contains 46691 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 47605 members 
Mstep: Class 20 contains 51232 members 
Mstep: Class 21 contains 42875 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 42256 members 
Mstep: Class 24 contains 11686 members 
Mstep: Class 25 contains 2468 members 
Mstep: Class 26 contains 15052 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 51757 members 
Mstep: Class 29 contains 40336 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 51624 members 
Mstep: Class 32 contains 43244 members 
Mstep: Class 33 contains 53971 members 
Mstep: Class 34 contains 31139 members 
Mstep: Class 35 contains 46802 members 
Mstep: Class 36 contains 49622 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196379408.000000 Penalty: 127827.164062
Iteration 107Q: 38 clusters Score -1.963794e+08 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 39520 members 
Mstep: Class 3 contains 39061 members 
Mstep: Class 4 contains 51556 members 
Mstep: Class 5 contains 52820 members 
Mstep: Class 6 contains 29422 members 
Mstep: Class 7 contains 25391 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 45268 members 
Mstep: Class 10 contains 17488 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 54109 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 17269 members 
Mstep: Class 16 contains 43067 members 
Mstep: Class 17 contains 46739 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 19 contains 47601 members 
Mstep: Class 20 contains 51331 members 
Mstep: Class 21 contains 42797 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 41919 members 
Mstep: Class 24 contains 11667 members 
Mstep: Class 25 contains 2468 members 
Mstep: Class 26 contains 15047 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 52796 members 
Mstep: Class 29 contains 40149 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 51534 members 
Mstep: Class 32 contains 43285 members 
Mstep: Class 33 contains 53944 members 
Mstep: Class 34 contains 31223 members 
Mstep: Class 35 contains 46850 members 
Mstep: Class 36 contains 49559 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196379760.000000 Penalty: 127827.164062
Iteration 108Q: 38 clusters Score -1.963798e+08 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 39481 members 
Mstep: Class 3 contains 38935 members 
Mstep: Class 4 contains 51496 members 
Mstep: Class 5 contains 52851 members 
Mstep: Class 6 contains 29400 members 
Mstep: Class 7 contains 25394 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 45217 members 
Mstep: Class 10 contains 17468 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6129 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 17246 members 
Mstep: Class 16 contains 43055 members 
Mstep: Class 17 contains 46772 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 47584 members 
Mstep: Class 20 contains 51440 members 
Mstep: Class 21 contains 42671 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 41575 members 
Mstep: Class 24 contains 11649 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 15040 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 53362 members 
Mstep: Class 29 contains 40361 members 
Mstep: Class 30 contains 1163 members 
Mstep: Class 31 contains 51439 members 
Mstep: Class 32 contains 43344 members 
Mstep: Class 33 contains 53926 members 
Mstep: Class 34 contains 31333 members 
Mstep: Class 35 contains 46897 members 
Mstep: Class 36 contains 49489 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196380976.000000 Penalty: 127827.164062
Iteration 109Q: 38 clusters Score -1.96381e+08 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 39474 members 
Mstep: Class 3 contains 38819 members 
Mstep: Class 4 contains 51429 members 
Mstep: Class 5 contains 52876 members 
Mstep: Class 6 contains 29382 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 5506 members 
Mstep: Class 9 contains 45185 members 
Mstep: Class 10 contains 17431 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 53739 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 17228 members 
Mstep: Class 16 contains 43056 members 
Mstep: Class 17 contains 46797 members 
Mstep: Class 18 contains 4523 members 
Mstep: Class 19 contains 47591 members 
Mstep: Class 20 contains 51570 members 
Mstep: Class 21 contains 42559 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 41283 members 
Mstep: Class 24 contains 11639 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 15056 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 53443 members 
Mstep: Class 29 contains 41075 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 51343 members 
Mstep: Class 32 contains 43368 members 
Mstep: Class 33 contains 53877 members 
Mstep: Class 34 contains 31434 members 
Mstep: Class 35 contains 46966 members 
Mstep: Class 36 contains 49396 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196381168.000000 Penalty: 127827.164062
Iteration 110Q: 38 clusters Score -1.963812e+08 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 39477 members 
Mstep: Class 3 contains 38699 members 
Mstep: Class 4 contains 51360 members 
Mstep: Class 5 contains 52931 members 
Mstep: Class 6 contains 29379 members 
Mstep: Class 7 contains 25386 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 45119 members 
Mstep: Class 10 contains 17397 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6326 members 
Mstep: Class 13 contains 53475 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 43054 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 47563 members 
Mstep: Class 20 contains 51663 members 
Mstep: Class 21 contains 42495 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 41020 members 
Mstep: Class 24 contains 11628 members 
Mstep: Class 25 contains 2463 members 
Mstep: Class 26 contains 15076 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 53172 members 
Mstep: Class 29 contains 42122 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 51262 members 
Mstep: Class 32 contains 43365 members 
Mstep: Class 33 contains 53836 members 
Mstep: Class 34 contains 31561 members 
Mstep: Class 35 contains 47078 members 
Mstep: Class 36 contains 49315 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196381472.000000 Penalty: 127827.164062
Iteration 111Q: 38 clusters Score -1.963815e+08 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 39494 members 
Mstep: Class 3 contains 38593 members 
Mstep: Class 4 contains 51289 members 
Mstep: Class 5 contains 53006 members 
Mstep: Class 6 contains 29381 members 
Mstep: Class 7 contains 25364 members 
Mstep: Class 8 contains 5505 members 
Mstep: Class 9 contains 45091 members 
Mstep: Class 10 contains 17364 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 53184 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 17196 members 
Mstep: Class 16 contains 43051 members 
Mstep: Class 17 contains 46855 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 47522 members 
Mstep: Class 20 contains 51702 members 
Mstep: Class 21 contains 42432 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40754 members 
Mstep: Class 24 contains 11618 members 
Mstep: Class 25 contains 2463 members 
Mstep: Class 26 contains 15085 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 52742 members 
Mstep: Class 29 contains 43341 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 51162 members 
Mstep: Class 32 contains 43319 members 
Mstep: Class 33 contains 53792 members 
Mstep: Class 34 contains 31684 members 
Mstep: Class 35 contains 47250 members 
Mstep: Class 36 contains 49228 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196381920.000000 Penalty: 127827.164062
Iteration 112Q: 38 clusters Score -1.963819e+08 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 39509 members 
Mstep: Class 3 contains 38508 members 
Mstep: Class 4 contains 51217 members 
Mstep: Class 5 contains 53092 members 
Mstep: Class 6 contains 29355 members 
Mstep: Class 7 contains 25349 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 45063 members 
Mstep: Class 10 contains 17335 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 52893 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 17207 members 
Mstep: Class 16 contains 43048 members 
Mstep: Class 17 contains 46942 members 
Mstep: Class 18 contains 4489 members 
Mstep: Class 19 contains 47479 members 
Mstep: Class 20 contains 51701 members 
Mstep: Class 21 contains 42363 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40492 members 
Mstep: Class 24 contains 11610 members 
Mstep: Class 25 contains 2463 members 
Mstep: Class 26 contains 15083 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 52209 members 
Mstep: Class 29 contains 44740 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 51064 members 
Mstep: Class 32 contains 43245 members 
Mstep: Class 33 contains 53744 members 
Mstep: Class 34 contains 31816 members 
Mstep: Class 35 contains 47440 members 
Mstep: Class 36 contains 49136 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196382560.000000 Penalty: 127827.164062
Iteration 113Q: 38 clusters Score -1.963826e+08 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 39560 members 
Mstep: Class 3 contains 38417 members 
Mstep: Class 4 contains 51156 members 
Mstep: Class 5 contains 53187 members 
Mstep: Class 6 contains 29314 members 
Mstep: Class 7 contains 25338 members 
Mstep: Class 8 contains 5508 members 
Mstep: Class 9 contains 45020 members 
Mstep: Class 10 contains 17300 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 52642 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 17211 members 
Mstep: Class 16 contains 43047 members 
Mstep: Class 17 contains 47003 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 47403 members 
Mstep: Class 20 contains 51664 members 
Mstep: Class 21 contains 42323 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40268 members 
Mstep: Class 24 contains 11600 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 15081 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 51615 members 
Mstep: Class 29 contains 46184 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 50984 members 
Mstep: Class 32 contains 43120 members 
Mstep: Class 33 contains 53692 members 
Mstep: Class 34 contains 31946 members 
Mstep: Class 35 contains 47697 members 
Mstep: Class 36 contains 49058 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196383744.000000 Penalty: 127827.164062
Iteration 114Q: 38 clusters Score -1.963837e+08 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 39595 members 
Mstep: Class 3 contains 38306 members 
Mstep: Class 4 contains 51091 members 
Mstep: Class 5 contains 53332 members 
Mstep: Class 6 contains 29268 members 
Mstep: Class 7 contains 25327 members 
Mstep: Class 8 contains 5505 members 
Mstep: Class 9 contains 44968 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 52493 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 15 contains 17218 members 
Mstep: Class 16 contains 43038 members 
Mstep: Class 17 contains 47064 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 47305 members 
Mstep: Class 20 contains 51630 members 
Mstep: Class 21 contains 42269 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40017 members 
Mstep: Class 24 contains 11596 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 15091 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 51101 members 
Mstep: Class 29 contains 47532 members 
Mstep: Class 30 contains 1162 members 
Mstep: Class 31 contains 50906 members 
Mstep: Class 32 contains 43026 members 
Mstep: Class 33 contains 53675 members 
Mstep: Class 34 contains 32044 members 
Mstep: Class 35 contains 47918 members 
Mstep: Class 36 contains 48979 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196384320.000000 Penalty: 127827.164062
Iteration 115Q: 38 clusters Score -1.963843e+08 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 39619 members 
Mstep: Class 3 contains 38200 members 
Mstep: Class 4 contains 51024 members 
Mstep: Class 5 contains 53523 members 
Mstep: Class 6 contains 29207 members 
Mstep: Class 7 contains 25306 members 
Mstep: Class 8 contains 5508 members 
Mstep: Class 9 contains 44950 members 
Mstep: Class 10 contains 17263 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 52340 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 17228 members 
Mstep: Class 16 contains 43027 members 
Mstep: Class 17 contains 47108 members 
Mstep: Class 18 contains 4476 members 
Mstep: Class 19 contains 47216 members 
Mstep: Class 20 contains 51614 members 
Mstep: Class 21 contains 42200 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39825 members 
Mstep: Class 24 contains 11599 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 15091 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 50653 members 
Mstep: Class 29 contains 48722 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50854 members 
Mstep: Class 32 contains 42945 members 
Mstep: Class 33 contains 53619 members 
Mstep: Class 34 contains 32117 members 
Mstep: Class 35 contains 48142 members 
Mstep: Class 36 contains 48912 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196384816.000000 Penalty: 127827.164062
Iteration 116Q: 38 clusters Score -1.963848e+08 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 39641 members 
Mstep: Class 3 contains 38095 members 
Mstep: Class 4 contains 50950 members 
Mstep: Class 5 contains 53690 members 
Mstep: Class 6 contains 29182 members 
Mstep: Class 7 contains 25286 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 44912 members 
Mstep: Class 10 contains 17233 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 52292 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 43013 members 
Mstep: Class 17 contains 47124 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 47124 members 
Mstep: Class 20 contains 51639 members 
Mstep: Class 21 contains 42138 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39703 members 
Mstep: Class 24 contains 11595 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 15084 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 50244 members 
Mstep: Class 29 contains 49730 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50781 members 
Mstep: Class 32 contains 42901 members 
Mstep: Class 33 contains 53549 members 
Mstep: Class 34 contains 32198 members 
Mstep: Class 35 contains 48370 members 
Mstep: Class 36 contains 48825 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385104.000000 Penalty: 127827.164062
Iteration 117Q: 38 clusters Score -1.963851e+08 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 39634 members 
Mstep: Class 3 contains 37967 members 
Mstep: Class 4 contains 50874 members 
Mstep: Class 5 contains 53867 members 
Mstep: Class 6 contains 29152 members 
Mstep: Class 7 contains 25285 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 44883 members 
Mstep: Class 10 contains 17217 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 52307 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 17210 members 
Mstep: Class 16 contains 42991 members 
Mstep: Class 17 contains 47194 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 47074 members 
Mstep: Class 20 contains 51645 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39603 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 15074 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49899 members 
Mstep: Class 29 contains 50564 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50682 members 
Mstep: Class 32 contains 42871 members 
Mstep: Class 33 contains 53500 members 
Mstep: Class 34 contains 32265 members 
Mstep: Class 35 contains 48544 members 
Mstep: Class 36 contains 48745 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385056.000000 Penalty: 127827.164062
Iteration 118Q: 38 clusters Score -1.963851e+08 nChanged 6114
Entering ConstructFrom: 
Score: -196385056.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (53716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Entering Unmasked Estep 
Score: -9595158.000000 Penalty: 2701.083496
	Iteration 0F: 2 clusters Score -9595158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -9564605.000000 Penalty: 5402.166992
	Iteration 0F: 3 clusters Score -9564605 nChanged 24900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -9578699.000000 Penalty: 5402.166992
	Iteration 1F: 3 clusters Score -9578699 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -9579387.000000 Penalty: 5402.166992
	Iteration 2Q: 3 clusters Score -9579387 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -9580045.000000 Penalty: 5402.166992
	Iteration 3Q: 3 clusters Score -9580045 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -9580806.000000 Penalty: 5402.166992
	Iteration 4Q: 3 clusters Score -9580806 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -9581747.000000 Penalty: 5402.166992
	Iteration 5Q: 3 clusters Score -9581747 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -9582903.000000 Penalty: 5402.166992
	Iteration 6Q: 3 clusters Score -9582903 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -9584424.000000 Penalty: 5402.166992
	Iteration 7F: 3 clusters Score -9584424 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -9586498.000000 Penalty: 5402.166992
	Iteration 8F: 3 clusters Score -9586498 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -9588554.000000 Penalty: 5402.166992
	Iteration 9F: 3 clusters Score -9588554 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -9590182.000000 Penalty: 5402.166992
	Iteration 10F: 3 clusters Score -9590182 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -9591321.000000 Penalty: 5402.166992
	Iteration 11Q: 3 clusters Score -9591321 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -9591853.000000 Penalty: 5402.166992
	Iteration 12Q: 3 clusters Score -9591853 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -9592152.000000 Penalty: 5402.166992
	Iteration 13Q: 3 clusters Score -9592152 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -9592409.000000 Penalty: 5402.166992
	Iteration 14Q: 3 clusters Score -9592409 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -9592562.000000 Penalty: 5402.166992
	Iteration 15Q: 3 clusters Score -9592562 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -9592705.000000 Penalty: 5402.166992
	Iteration 16Q: 3 clusters Score -9592705 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -9592782.000000 Penalty: 5402.166992
	Iteration 17Q: 3 clusters Score -9592782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -9592803.000000 Penalty: 5402.166992
	Iteration 18Q: 3 clusters Score -9592803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -9592821.000000 Penalty: 5402.166992
	Iteration 19Q: 3 clusters Score -9592821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -9592840.000000 Penalty: 5402.166992
	Iteration 20F: 3 clusters Score -9592840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -9592858.000000 Penalty: 5402.166992
	Iteration 21Q: 3 clusters Score -9592858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -9592886.000000 Penalty: 5402.166992
	Iteration 22Q: 3 clusters Score -9592886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -9592906.000000 Penalty: 5402.166992
	Iteration 23Q: 3 clusters Score -9592906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -9592915.000000 Penalty: 5402.166992
	Iteration 24Q: 3 clusters Score -9592915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -9592942.000000 Penalty: 5402.166992
	Iteration 25Q: 3 clusters Score -9592942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -9592960.000000 Penalty: 5402.166992
	Iteration 26Q: 3 clusters Score -9592960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -9592955.000000 Penalty: 5402.166992
	Iteration 27Q: 3 clusters Score -9592955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -9592960.000000 Penalty: 5402.166992
	Iteration 28Q: 3 clusters Score -9592960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -9592965.000000 Penalty: 5402.166992
	Iteration 29Q: 3 clusters Score -9592965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -9592969.000000 Penalty: 5402.166992
	Iteration 30Q: 3 clusters Score -9592969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -9592977.000000 Penalty: 5402.166992
	Iteration 31Q: 3 clusters Score -9592977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -9592987.000000 Penalty: 5402.166992
	Iteration 32Q: 3 clusters Score -9592987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -9592991.000000 Penalty: 5402.166992
	Iteration 33Q: 3 clusters Score -9592991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -9592998.000000 Penalty: 5402.166992
	Iteration 34Q: 3 clusters Score -9592998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -9592995.000000 Penalty: 5402.166992
	Iteration 35Q: 3 clusters Score -9592995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -9592995.000000 Penalty: 5402.166992
	Iteration 36F: 3 clusters Score -9592995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Entering Unmasked Estep 
Score: -7072172.000000 Penalty: 2625.610840
	Iteration 0F: 2 clusters Score -7072172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -7045345.000000 Penalty: 5251.221680
	Iteration 0F: 3 clusters Score -7045345 nChanged 18246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -7055331.500000 Penalty: 5251.221680
	Iteration 1F: 3 clusters Score -7055332 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -7055827.500000 Penalty: 5251.221680
	Iteration 2Q: 3 clusters Score -7055828 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -7056260.000000 Penalty: 5251.221680
	Iteration 3Q: 3 clusters Score -7056260 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -7056685.000000 Penalty: 5251.221680
	Iteration 4Q: 3 clusters Score -7056685 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -7057152.500000 Penalty: 5251.221680
	Iteration 5Q: 3 clusters Score -7057152 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -7057652.500000 Penalty: 5251.221680
	Iteration 6Q: 3 clusters Score -7057652 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -7058333.000000 Penalty: 5251.221680
	Iteration 7Q: 3 clusters Score -7058333 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -7059290.000000 Penalty: 5251.221680
	Iteration 8Q: 3 clusters Score -7059290 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -7060751.000000 Penalty: 5251.221680
	Iteration 9F: 3 clusters Score -7060751 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -7062733.000000 Penalty: 5251.221680
	Iteration 10F: 3 clusters Score -7062733 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -7065081.000000 Penalty: 5251.221680
	Iteration 11F: 3 clusters Score -7065081 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7067213.500000 Penalty: 5251.221680
	Iteration 12F: 3 clusters Score -7067214 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7068682.000000 Penalty: 5251.221680
	Iteration 13Q: 3 clusters Score -7068682 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7069420.000000 Penalty: 5251.221680
	Iteration 14Q: 3 clusters Score -7069420 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7069715.500000 Penalty: 5251.221680
	Iteration 15Q: 3 clusters Score -7069716 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7069837.000000 Penalty: 5251.221680
	Iteration 16Q: 3 clusters Score -7069837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7069890.000000 Penalty: 5251.221680
	Iteration 17Q: 3 clusters Score -7069890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7069925.500000 Penalty: 5251.221680
	Iteration 18Q: 3 clusters Score -7069926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7069944.000000 Penalty: 5251.221680
	Iteration 19Q: 3 clusters Score -7069944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7069958.500000 Penalty: 5251.221680
	Iteration 20F: 3 clusters Score -7069958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7069985.000000 Penalty: 5251.221680
	Iteration 21Q: 3 clusters Score -7069985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7070006.000000 Penalty: 5251.221680
	Iteration 22Q: 3 clusters Score -7070006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7070032.500000 Penalty: 5251.221680
	Iteration 23Q: 3 clusters Score -7070032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7070049.000000 Penalty: 5251.221680
	Iteration 24Q: 3 clusters Score -7070049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7070047.500000 Penalty: 5251.221680
	Iteration 25Q: 3 clusters Score -7070048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7070050.500000 Penalty: 5251.221680
	Iteration 26Q: 3 clusters Score -7070050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7070053.500000 Penalty: 5251.221680
	Iteration 27Q: 3 clusters Score -7070054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7070061.000000 Penalty: 5251.221680
	Iteration 28Q: 3 clusters Score -7070061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7070059.000000 Penalty: 5251.221680
	Iteration 29Q: 3 clusters Score -7070059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7070067.000000 Penalty: 5251.221680
	Iteration 30Q: 3 clusters Score -7070067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7070074.500000 Penalty: 5251.221680
	Iteration 31Q: 3 clusters Score -7070074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7070068.000000 Penalty: 5251.221680
	Iteration 32Q: 3 clusters Score -7070068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7070069.500000 Penalty: 5251.221680
	Iteration 33Q: 3 clusters Score -7070070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7070069.500000 Penalty: 5251.221680
	Iteration 34F: 3 clusters Score -7070070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Entering Unmasked Estep 
Score: -6773603.000000 Penalty: 2614.388184
	Iteration 0F: 2 clusters Score -6773603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -6748150.000000 Penalty: 5228.776367
	Iteration 0F: 3 clusters Score -6748150 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -6757157.500000 Penalty: 5228.776367
	Iteration 1F: 3 clusters Score -6757158 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -6757586.500000 Penalty: 5228.776367
	Iteration 2Q: 3 clusters Score -6757586 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6758112.500000 Penalty: 5228.776367
	Iteration 3Q: 3 clusters Score -6758112 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -6758706.000000 Penalty: 5228.776367
	Iteration 4Q: 3 clusters Score -6758706 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -6759550.000000 Penalty: 5228.776367
	Iteration 5Q: 3 clusters Score -6759550 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6760877.000000 Penalty: 5228.776367
	Iteration 6F: 3 clusters Score -6760877 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6762749.000000 Penalty: 5228.776367
	Iteration 7F: 3 clusters Score -6762749 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -6765136.500000 Penalty: 5228.776367
	Iteration 8F: 3 clusters Score -6765136 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -6767398.500000 Penalty: 5228.776367
	Iteration 9F: 3 clusters Score -6767398 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -6769210.500000 Penalty: 5228.776367
	Iteration 10Q: 3 clusters Score -6769210 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -6770359.500000 Penalty: 5228.776367
	Iteration 11Q: 3 clusters Score -6770360 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -6770963.500000 Penalty: 5228.776367
	Iteration 12Q: 3 clusters Score -6770964 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -6771210.500000 Penalty: 5228.776367
	Iteration 13Q: 3 clusters Score -6771210 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6771359.500000 Penalty: 5228.776367
	Iteration 14Q: 3 clusters Score -6771360 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6771453.000000 Penalty: 5228.776367
	Iteration 15Q: 3 clusters Score -6771453 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -6771520.500000 Penalty: 5228.776367
	Iteration 16Q: 3 clusters Score -6771520 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -6771548.500000 Penalty: 5228.776367
	Iteration 17Q: 3 clusters Score -6771548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -6771580.000000 Penalty: 5228.776367
	Iteration 18Q: 3 clusters Score -6771580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -6771593.500000 Penalty: 5228.776367
	Iteration 19Q: 3 clusters Score -6771594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -6771610.500000 Penalty: 5228.776367
	Iteration 20F: 3 clusters Score -6771610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -6771624.000000 Penalty: 5228.776367
	Iteration 21Q: 3 clusters Score -6771624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -6771634.000000 Penalty: 5228.776367
	Iteration 22Q: 3 clusters Score -6771634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -6771648.500000 Penalty: 5228.776367
	Iteration 23Q: 3 clusters Score -6771648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -6771654.000000 Penalty: 5228.776367
	Iteration 24Q: 3 clusters Score -6771654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -6771657.500000 Penalty: 5228.776367
	Iteration 25Q: 3 clusters Score -6771658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -6771649.000000 Penalty: 5228.776367
	Iteration 26Q: 3 clusters Score -6771649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -6771653.000000 Penalty: 5228.776367
	Iteration 27Q: 3 clusters Score -6771653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -6771653.500000 Penalty: 5228.776367
	Iteration 28Q: 3 clusters Score -6771654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -6771665.000000 Penalty: 5228.776367
	Iteration 29Q: 3 clusters Score -6771665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -6771672.000000 Penalty: 5228.776367
	Iteration 30Q: 3 clusters Score -6771672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -6771673.000000 Penalty: 5228.776367
	Iteration 31Q: 3 clusters Score -6771673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -6771674.500000 Penalty: 5228.776367
	Iteration 32Q: 3 clusters Score -6771674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -6771680.500000 Penalty: 5228.776367
	Iteration 33Q: 3 clusters Score -6771680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -6771675.500000 Penalty: 5228.776367
	Iteration 34Q: 3 clusters Score -6771676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -6771675.500000 Penalty: 5228.776367
	Iteration 35Q: 3 clusters Score -6771676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6771678.000000 Penalty: 5228.776367
	Iteration 36Q: 3 clusters Score -6771678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -6771675.000000 Penalty: 5228.776367
	Iteration 37Q: 3 clusters Score -6771675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -6771679.500000 Penalty: 5228.776367
	Iteration 38Q: 3 clusters Score -6771680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -6771676.000000 Penalty: 5228.776367
	Iteration 39Q: 3 clusters Score -6771676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -6771676.000000 Penalty: 5228.776367
	Iteration 40F: 3 clusters Score -6771676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Entering Unmasked Estep 
Score: -9018182.000000 Penalty: 2687.241455
	Iteration 0F: 2 clusters Score -9018182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -8987015.000000 Penalty: 5374.482910
	Iteration 0F: 3 clusters Score -8987015 nChanged 23324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -9000213.000000 Penalty: 5374.482910
	Iteration 1F: 3 clusters Score -9000213 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -9001147.000000 Penalty: 5374.482910
	Iteration 2Q: 3 clusters Score -9001147 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -9002323.000000 Penalty: 5374.482910
	Iteration 3F: 3 clusters Score -9002323 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -9003776.000000 Penalty: 5374.482910
	Iteration 4F: 3 clusters Score -9003776 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -9005639.000000 Penalty: 5374.482910
	Iteration 5F: 3 clusters Score -9005639 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -9007412.000000 Penalty: 5374.482910
	Iteration 6F: 3 clusters Score -9007412 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -9009065.000000 Penalty: 5374.482910
	Iteration 7F: 3 clusters Score -9009065 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -9010372.000000 Penalty: 5374.482910
	Iteration 8F: 3 clusters Score -9010372 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -9011576.000000 Penalty: 5374.482910
	Iteration 9Q: 3 clusters Score -9011576 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -9012673.000000 Penalty: 5374.482910
	Iteration 10Q: 3 clusters Score -9012673 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -9013561.000000 Penalty: 5374.482910
	Iteration 11Q: 3 clusters Score -9013561 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -9014323.000000 Penalty: 5374.482910
	Iteration 12Q: 3 clusters Score -9014323 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -9015070.000000 Penalty: 5374.482910
	Iteration 13Q: 3 clusters Score -9015070 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -9015701.000000 Penalty: 5374.482910
	Iteration 14Q: 3 clusters Score -9015701 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -9016175.000000 Penalty: 5374.482910
	Iteration 15Q: 3 clusters Score -9016175 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -9016593.000000 Penalty: 5374.482910
	Iteration 16Q: 3 clusters Score -9016593 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -9016959.000000 Penalty: 5374.482910
	Iteration 17Q: 3 clusters Score -9016959 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9017249.000000 Penalty: 5374.482910
	Iteration 18Q: 3 clusters Score -9017249 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9017472.000000 Penalty: 5374.482910
	Iteration 19Q: 3 clusters Score -9017472 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9017616.000000 Penalty: 5374.482910
	Iteration 20F: 3 clusters Score -9017616 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9017770.000000 Penalty: 5374.482910
	Iteration 21Q: 3 clusters Score -9017770 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9017842.000000 Penalty: 5374.482910
	Iteration 22Q: 3 clusters Score -9017842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9017891.000000 Penalty: 5374.482910
	Iteration 23Q: 3 clusters Score -9017891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9017921.000000 Penalty: 5374.482910
	Iteration 24Q: 3 clusters Score -9017921 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9017908.000000 Penalty: 5374.482910
	Iteration 25Q: 3 clusters Score -9017908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9017912.000000 Penalty: 5374.482910
	Iteration 26Q: 3 clusters Score -9017912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9017907.000000 Penalty: 5374.482910
	Iteration 27Q: 3 clusters Score -9017907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9017908.000000 Penalty: 5374.482910
	Iteration 28Q: 3 clusters Score -9017908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9017915.000000 Penalty: 5374.482910
	Iteration 29Q: 3 clusters Score -9017915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9017922.000000 Penalty: 5374.482910
	Iteration 30Q: 3 clusters Score -9017922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9017918.000000 Penalty: 5374.482910
	Iteration 31Q: 3 clusters Score -9017918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9017913.000000 Penalty: 5374.482910
	Iteration 32Q: 3 clusters Score -9017913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9017915.000000 Penalty: 5374.482910
	Iteration 33Q: 3 clusters Score -9017915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9017916.000000 Penalty: 5374.482910
	Iteration 34Q: 3 clusters Score -9017916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9017924.000000 Penalty: 5374.482910
	Iteration 35Q: 3 clusters Score -9017924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9017929.000000 Penalty: 5374.482910
	Iteration 36Q: 3 clusters Score -9017929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9017935.000000 Penalty: 5374.482910
	Iteration 37Q: 3 clusters Score -9017935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9017935.000000 Penalty: 5374.482910
	Iteration 38Q: 3 clusters Score -9017935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9017938.000000 Penalty: 5374.482910
	Iteration 39Q: 3 clusters Score -9017938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9017936.000000 Penalty: 5374.482910
	Iteration 40F: 3 clusters Score -9017936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Entering Unmasked Estep 
Score: -9686456.000000 Penalty: 2702.501465
	Iteration 0F: 2 clusters Score -9686456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -9655109.000000 Penalty: 5405.002930
	Iteration 0F: 3 clusters Score -9655109 nChanged 25000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -9668997.000000 Penalty: 5405.002930
	Iteration 1F: 3 clusters Score -9668997 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -9669553.000000 Penalty: 5405.002930
	Iteration 2Q: 3 clusters Score -9669553 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -9670030.000000 Penalty: 5405.002930
	Iteration 3Q: 3 clusters Score -9670030 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -9670427.000000 Penalty: 5405.002930
	Iteration 4Q: 3 clusters Score -9670427 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -9670862.000000 Penalty: 5405.002930
	Iteration 5Q: 3 clusters Score -9670862 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -9671281.000000 Penalty: 5405.002930
	Iteration 6Q: 3 clusters Score -9671281 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -9671656.000000 Penalty: 5405.002930
	Iteration 7Q: 3 clusters Score -9671656 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -9672084.000000 Penalty: 5405.002930
	Iteration 8Q: 3 clusters Score -9672084 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -9672533.000000 Penalty: 5405.002930
	Iteration 9Q: 3 clusters Score -9672533 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -9673085.000000 Penalty: 5405.002930
	Iteration 10Q: 3 clusters Score -9673085 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -9673784.000000 Penalty: 5405.002930
	Iteration 11Q: 3 clusters Score -9673784 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -9674779.000000 Penalty: 5405.002930
	Iteration 12Q: 3 clusters Score -9674779 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -9676228.000000 Penalty: 5405.002930
	Iteration 13Q: 3 clusters Score -9676228 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -9678032.000000 Penalty: 5405.002930
	Iteration 14Q: 3 clusters Score -9678032 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -9679579.000000 Penalty: 5405.002930
	Iteration 15Q: 3 clusters Score -9679579 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -9680330.000000 Penalty: 5405.002930
	Iteration 16Q: 3 clusters Score -9680330 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -9680750.000000 Penalty: 5405.002930
	Iteration 17Q: 3 clusters Score -9680750 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -9681080.000000 Penalty: 5405.002930
	Iteration 18Q: 3 clusters Score -9681080 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -9681403.000000 Penalty: 5405.002930
	Iteration 19Q: 3 clusters Score -9681403 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -9681685.000000 Penalty: 5405.002930
	Iteration 20F: 3 clusters Score -9681685 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -9681960.000000 Penalty: 5405.002930
	Iteration 21Q: 3 clusters Score -9681960 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -9682315.000000 Penalty: 5405.002930
	Iteration 22Q: 3 clusters Score -9682315 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -9682730.000000 Penalty: 5405.002930
	Iteration 23Q: 3 clusters Score -9682730 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -9683076.000000 Penalty: 5405.002930
	Iteration 24Q: 3 clusters Score -9683076 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -9683555.000000 Penalty: 5405.002930
	Iteration 25Q: 3 clusters Score -9683555 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -9684024.000000 Penalty: 5405.002930
	Iteration 26Q: 3 clusters Score -9684024 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -9684458.000000 Penalty: 5405.002930
	Iteration 27Q: 3 clusters Score -9684458 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -9684725.000000 Penalty: 5405.002930
	Iteration 28Q: 3 clusters Score -9684725 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -9685059.000000 Penalty: 5405.002930
	Iteration 29Q: 3 clusters Score -9685059 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -9685313.000000 Penalty: 5405.002930
	Iteration 30Q: 3 clusters Score -9685313 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -9685525.000000 Penalty: 5405.002930
	Iteration 31Q: 3 clusters Score -9685525 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -9685730.000000 Penalty: 5405.002930
	Iteration 32Q: 3 clusters Score -9685730 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -9685877.000000 Penalty: 5405.002930
	Iteration 33Q: 3 clusters Score -9685877 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -9686004.000000 Penalty: 5405.002930
	Iteration 34Q: 3 clusters Score -9686004 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -9686034.000000 Penalty: 5405.002930
	Iteration 35Q: 3 clusters Score -9686034 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -9686054.000000 Penalty: 5405.002930
	Iteration 36Q: 3 clusters Score -9686054 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -9686106.000000 Penalty: 5405.002930
	Iteration 37Q: 3 clusters Score -9686106 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -9686105.000000 Penalty: 5405.002930
	Iteration 38Q: 3 clusters Score -9686105 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -9686123.000000 Penalty: 5405.002930
	Iteration 39Q: 3 clusters Score -9686123 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -9686215.000000 Penalty: 5405.002930
	Iteration 40F: 3 clusters Score -9686215 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -9686236.000000 Penalty: 5405.002930
	Iteration 41Q: 3 clusters Score -9686236 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -9686234.000000 Penalty: 5405.002930
	Iteration 42Q: 3 clusters Score -9686234 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -9686253.000000 Penalty: 5405.002930
	Iteration 43Q: 3 clusters Score -9686253 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -9686259.000000 Penalty: 5405.002930
	Iteration 44Q: 3 clusters Score -9686259 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -9686306.000000 Penalty: 5405.002930
	Iteration 45Q: 3 clusters Score -9686306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -9686315.000000 Penalty: 5405.002930
	Iteration 46Q: 3 clusters Score -9686315 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -9686361.000000 Penalty: 5405.002930
	Iteration 47Q: 3 clusters Score -9686361 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -9686377.000000 Penalty: 5405.002930
	Iteration 48Q: 3 clusters Score -9686377 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -9686342.000000 Penalty: 5405.002930
	Iteration 49Q: 3 clusters Score -9686342 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -9686359.000000 Penalty: 5405.002930
	Iteration 50Q: 3 clusters Score -9686359 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -9686360.000000 Penalty: 5405.002930
	Iteration 51Q: 3 clusters Score -9686360 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -9686372.000000 Penalty: 5405.002930
	Iteration 52Q: 3 clusters Score -9686372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -9686375.000000 Penalty: 5405.002930
	Iteration 53Q: 3 clusters Score -9686375 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -9686377.000000 Penalty: 5405.002930
	Iteration 54Q: 3 clusters Score -9686377 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -9686415.000000 Penalty: 5405.002930
	Iteration 55Q: 3 clusters Score -9686415 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -9686409.000000 Penalty: 5405.002930
	Iteration 56Q: 3 clusters Score -9686409 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -9686415.000000 Penalty: 5405.002930
	Iteration 57Q: 3 clusters Score -9686415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -9686423.000000 Penalty: 5405.002930
	Iteration 58Q: 3 clusters Score -9686423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -9686409.000000 Penalty: 5405.002930
	Iteration 59Q: 3 clusters Score -9686409 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -9686409.000000 Penalty: 5405.002930
	Iteration 60F: 3 clusters Score -9686409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -9686420.000000 Penalty: 5405.002930
	Iteration 61Q: 3 clusters Score -9686420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -9686426.000000 Penalty: 5405.002930
	Iteration 62Q: 3 clusters Score -9686426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -9686424.000000 Penalty: 5405.002930
	Iteration 63Q: 3 clusters Score -9686424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -9686427.000000 Penalty: 5405.002930
	Iteration 64Q: 3 clusters Score -9686427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -9686423.000000 Penalty: 5405.002930
	Iteration 65Q: 3 clusters Score -9686423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -9686439.000000 Penalty: 5405.002930
	Iteration 66Q: 3 clusters Score -9686439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -9686432.000000 Penalty: 5405.002930
	Iteration 67Q: 3 clusters Score -9686432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -9686437.000000 Penalty: 5405.002930
	Iteration 68Q: 3 clusters Score -9686437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -9686442.000000 Penalty: 5405.002930
	Iteration 69Q: 3 clusters Score -9686442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -9686451.000000 Penalty: 5405.002930
	Iteration 70Q: 3 clusters Score -9686451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -9686435.000000 Penalty: 5405.002930
	Iteration 71Q: 3 clusters Score -9686435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -9686435.000000 Penalty: 5405.002930
	Iteration 72Q: 3 clusters Score -9686435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -9686435.000000 Penalty: 5405.002930
	Iteration 73Q: 3 clusters Score -9686435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -9686431.000000 Penalty: 5405.002930
	Iteration 74Q: 3 clusters Score -9686431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -9686438.000000 Penalty: 5405.002930
	Iteration 75Q: 3 clusters Score -9686438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -9686433.000000 Penalty: 5405.002930
	Iteration 76Q: 3 clusters Score -9686433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -9686436.000000 Penalty: 5405.002930
	Iteration 77Q: 3 clusters Score -9686436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -9686435.000000 Penalty: 5405.002930
	Iteration 78Q: 3 clusters Score -9686435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -9686434.000000 Penalty: 5405.002930
	Iteration 79Q: 3 clusters Score -9686434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -9686440.000000 Penalty: 5405.002930
	Iteration 80F: 3 clusters Score -9686440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Entering Unmasked Estep 
Score: -5118048.500000 Penalty: 2549.236816
	Iteration 0F: 2 clusters Score -5118048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5097957.000000 Penalty: 5098.473633
	Iteration 0F: 3 clusters Score -5097957 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5105221.000000 Penalty: 5098.473633
	Iteration 1F: 3 clusters Score -5105221 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -5105921.000000 Penalty: 5098.473633
	Iteration 2F: 3 clusters Score -5105921 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -5106784.000000 Penalty: 5098.473633
	Iteration 3F: 3 clusters Score -5106784 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -5107987.000000 Penalty: 5098.473633
	Iteration 4F: 3 clusters Score -5107987 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5109467.500000 Penalty: 5098.473633
	Iteration 5F: 3 clusters Score -5109468 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -5111034.000000 Penalty: 5098.473633
	Iteration 6F: 3 clusters Score -5111034 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5112553.000000 Penalty: 5098.473633
	Iteration 7F: 3 clusters Score -5112553 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5113796.000000 Penalty: 5098.473633
	Iteration 8F: 3 clusters Score -5113796 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5114651.500000 Penalty: 5098.473633
	Iteration 9Q: 3 clusters Score -5114652 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5115169.000000 Penalty: 5098.473633
	Iteration 10Q: 3 clusters Score -5115169 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5115513.000000 Penalty: 5098.473633
	Iteration 11Q: 3 clusters Score -5115513 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5115724.000000 Penalty: 5098.473633
	Iteration 12Q: 3 clusters Score -5115724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5115845.500000 Penalty: 5098.473633
	Iteration 13Q: 3 clusters Score -5115846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5115931.000000 Penalty: 5098.473633
	Iteration 14Q: 3 clusters Score -5115931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5115983.000000 Penalty: 5098.473633
	Iteration 15Q: 3 clusters Score -5115983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5116021.000000 Penalty: 5098.473633
	Iteration 16Q: 3 clusters Score -5116021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5116040.000000 Penalty: 5098.473633
	Iteration 17Q: 3 clusters Score -5116040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5116069.000000 Penalty: 5098.473633
	Iteration 18Q: 3 clusters Score -5116069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5116108.000000 Penalty: 5098.473633
	Iteration 19Q: 3 clusters Score -5116108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5116127.500000 Penalty: 5098.473633
	Iteration 20F: 3 clusters Score -5116128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5116151.500000 Penalty: 5098.473633
	Iteration 21Q: 3 clusters Score -5116152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5116163.500000 Penalty: 5098.473633
	Iteration 22Q: 3 clusters Score -5116164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5116174.500000 Penalty: 5098.473633
	Iteration 23Q: 3 clusters Score -5116174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5116195.500000 Penalty: 5098.473633
	Iteration 24Q: 3 clusters Score -5116196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5116205.000000 Penalty: 5098.473633
	Iteration 25Q: 3 clusters Score -5116205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5116222.500000 Penalty: 5098.473633
	Iteration 26Q: 3 clusters Score -5116222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5116229.000000 Penalty: 5098.473633
	Iteration 27Q: 3 clusters Score -5116229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5116235.000000 Penalty: 5098.473633
	Iteration 28Q: 3 clusters Score -5116235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5116257.500000 Penalty: 5098.473633
	Iteration 29Q: 3 clusters Score -5116258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5116280.500000 Penalty: 5098.473633
	Iteration 30Q: 3 clusters Score -5116280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5116308.500000 Penalty: 5098.473633
	Iteration 31Q: 3 clusters Score -5116308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5116325.500000 Penalty: 5098.473633
	Iteration 32Q: 3 clusters Score -5116326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5116363.000000 Penalty: 5098.473633
	Iteration 33Q: 3 clusters Score -5116363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5116406.500000 Penalty: 5098.473633
	Iteration 34Q: 3 clusters Score -5116406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5116465.500000 Penalty: 5098.473633
	Iteration 35Q: 3 clusters Score -5116466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5116509.500000 Penalty: 5098.473633
	Iteration 36Q: 3 clusters Score -5116510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5116568.500000 Penalty: 5098.473633
	Iteration 37Q: 3 clusters Score -5116568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5116595.000000 Penalty: 5098.473633
	Iteration 38Q: 3 clusters Score -5116595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5116627.000000 Penalty: 5098.473633
	Iteration 39Q: 3 clusters Score -5116627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5116673.000000 Penalty: 5098.473633
	Iteration 40F: 3 clusters Score -5116673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5116716.500000 Penalty: 5098.473633
	Iteration 41Q: 3 clusters Score -5116716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5116771.000000 Penalty: 5098.473633
	Iteration 42Q: 3 clusters Score -5116771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5116824.500000 Penalty: 5098.473633
	Iteration 43Q: 3 clusters Score -5116824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5116879.000000 Penalty: 5098.473633
	Iteration 44Q: 3 clusters Score -5116879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5116942.000000 Penalty: 5098.473633
	Iteration 45Q: 3 clusters Score -5116942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5116985.000000 Penalty: 5098.473633
	Iteration 46Q: 3 clusters Score -5116985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5117024.000000 Penalty: 5098.473633
	Iteration 47Q: 3 clusters Score -5117024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5117058.000000 Penalty: 5098.473633
	Iteration 48Q: 3 clusters Score -5117058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5117085.000000 Penalty: 5098.473633
	Iteration 49Q: 3 clusters Score -5117085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5117092.000000 Penalty: 5098.473633
	Iteration 50Q: 3 clusters Score -5117092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5117098.500000 Penalty: 5098.473633
	Iteration 51Q: 3 clusters Score -5117098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5117107.500000 Penalty: 5098.473633
	Iteration 52Q: 3 clusters Score -5117108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5117108.500000 Penalty: 5098.473633
	Iteration 53Q: 3 clusters Score -5117108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5117121.500000 Penalty: 5098.473633
	Iteration 54Q: 3 clusters Score -5117122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5117118.000000 Penalty: 5098.473633
	Iteration 55Q: 3 clusters Score -5117118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5117120.500000 Penalty: 5098.473633
	Iteration 56Q: 3 clusters Score -5117120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5117128.000000 Penalty: 5098.473633
	Iteration 57Q: 3 clusters Score -5117128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5117134.000000 Penalty: 5098.473633
	Iteration 58Q: 3 clusters Score -5117134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5117143.000000 Penalty: 5098.473633
	Iteration 59Q: 3 clusters Score -5117143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5117144.000000 Penalty: 5098.473633
	Iteration 60F: 3 clusters Score -5117144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5117149.000000 Penalty: 5098.473633
	Iteration 61Q: 3 clusters Score -5117149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5117149.000000 Penalty: 5098.473633
	Iteration 62Q: 3 clusters Score -5117149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5117149.000000 Penalty: 5098.473633
	Iteration 63Q: 3 clusters Score -5117149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5117150.000000 Penalty: 5098.473633
	Iteration 64Q: 3 clusters Score -5117150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5117149.000000 Penalty: 5098.473633
	Iteration 65Q: 3 clusters Score -5117149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5117146.000000 Penalty: 5098.473633
	Iteration 66Q: 3 clusters Score -5117146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5117144.500000 Penalty: 5098.473633
	Iteration 67Q: 3 clusters Score -5117144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5117147.500000 Penalty: 5098.473633
	Iteration 68Q: 3 clusters Score -5117148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5117147.500000 Penalty: 5098.473633
	Iteration 69F: 3 clusters Score -5117148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Entering Unmasked Estep 
Score: -4392072.000000 Penalty: 2514.098145
	Iteration 0F: 2 clusters Score -4392072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4374657.500000 Penalty: 5028.196289
	Iteration 0F: 3 clusters Score -4374658 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4380840.500000 Penalty: 5028.196289
	Iteration 1F: 3 clusters Score -4380840 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4381275.000000 Penalty: 5028.196289
	Iteration 2Q: 3 clusters Score -4381275 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4381625.500000 Penalty: 5028.196289
	Iteration 3Q: 3 clusters Score -4381626 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4381964.000000 Penalty: 5028.196289
	Iteration 4Q: 3 clusters Score -4381964 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4382278.000000 Penalty: 5028.196289
	Iteration 5Q: 3 clusters Score -4382278 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4382649.000000 Penalty: 5028.196289
	Iteration 6Q: 3 clusters Score -4382649 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4383014.500000 Penalty: 5028.196289
	Iteration 7Q: 3 clusters Score -4383014 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4383470.500000 Penalty: 5028.196289
	Iteration 8Q: 3 clusters Score -4383470 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4384007.500000 Penalty: 5028.196289
	Iteration 9Q: 3 clusters Score -4384008 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4384613.000000 Penalty: 5028.196289
	Iteration 10Q: 3 clusters Score -4384613 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4385347.000000 Penalty: 5028.196289
	Iteration 11Q: 3 clusters Score -4385347 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4386256.500000 Penalty: 5028.196289
	Iteration 12F: 3 clusters Score -4386256 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4387221.500000 Penalty: 5028.196289
	Iteration 13F: 3 clusters Score -4387222 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4388091.500000 Penalty: 5028.196289
	Iteration 14Q: 3 clusters Score -4388092 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4388793.500000 Penalty: 5028.196289
	Iteration 15Q: 3 clusters Score -4388794 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -4389223.000000 Penalty: 5028.196289
	Iteration 16Q: 3 clusters Score -4389223 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4389494.000000 Penalty: 5028.196289
	Iteration 17Q: 3 clusters Score -4389494 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -4389663.000000 Penalty: 5028.196289
	Iteration 18Q: 3 clusters Score -4389663 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4389793.500000 Penalty: 5028.196289
	Iteration 19Q: 3 clusters Score -4389794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -4389842.500000 Penalty: 5028.196289
	Iteration 20F: 3 clusters Score -4389842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -4389894.500000 Penalty: 5028.196289
	Iteration 21Q: 3 clusters Score -4389894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -4389926.500000 Penalty: 5028.196289
	Iteration 22Q: 3 clusters Score -4389926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4389953.000000 Penalty: 5028.196289
	Iteration 23Q: 3 clusters Score -4389953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4389976.500000 Penalty: 5028.196289
	Iteration 24Q: 3 clusters Score -4389976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4389993.000000 Penalty: 5028.196289
	Iteration 25Q: 3 clusters Score -4389993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4390004.000000 Penalty: 5028.196289
	Iteration 26Q: 3 clusters Score -4390004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4390009.500000 Penalty: 5028.196289
	Iteration 27Q: 3 clusters Score -4390010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4390019.500000 Penalty: 5028.196289
	Iteration 28Q: 3 clusters Score -4390020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -4390024.000000 Penalty: 5028.196289
	Iteration 29Q: 3 clusters Score -4390024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4390024.500000 Penalty: 5028.196289
	Iteration 30Q: 3 clusters Score -4390024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4390028.000000 Penalty: 5028.196289
	Iteration 31Q: 3 clusters Score -4390028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4390028.500000 Penalty: 5028.196289
	Iteration 32Q: 3 clusters Score -4390028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4390028.000000 Penalty: 5028.196289
	Iteration 33Q: 3 clusters Score -4390028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4390028.000000 Penalty: 5028.196289
	Iteration 34Q: 3 clusters Score -4390028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -4390034.000000 Penalty: 5028.196289
	Iteration 35Q: 3 clusters Score -4390034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4390035.000000 Penalty: 5028.196289
	Iteration 36Q: 3 clusters Score -4390035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4390034.500000 Penalty: 5028.196289
	Iteration 37Q: 3 clusters Score -4390034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -4390040.000000 Penalty: 5028.196289
	Iteration 38Q: 3 clusters Score -4390040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -4390045.000000 Penalty: 5028.196289
	Iteration 39Q: 3 clusters Score -4390045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4390049.500000 Penalty: 5028.196289
	Iteration 40F: 3 clusters Score -4390050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -958172.750000 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -958172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -953336.000000 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -953336 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -954520.125000 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -954520.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -954797.875000 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -954797.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -955019.500000 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -955019.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -955172.750000 Penalty: 4272.702637
	Iteration 4Q: 3 clusters Score -955172.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -955295.812500 Penalty: 4272.702637
	Iteration 5Q: 3 clusters Score -955295.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -955443.500000 Penalty: 4272.702637
	Iteration 6Q: 3 clusters Score -955443.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -955624.875000 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -955624.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -955821.312500 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -955821.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -956042.437500 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -956042.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -956269.062500 Penalty: 4272.702637
	Iteration 10F: 3 clusters Score -956269.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -956503.312500 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -956503.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -956714.062500 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -956714.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -956859.375000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -956859.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -956938.250000 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -956938.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -956989.875000 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -956989.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -957021.312500 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -957021.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -957035.625000 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -957035.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -957045.437500 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -957045.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -957051.250000 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -957051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -957054.062500 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -957054.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -957059.437500 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -957059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -957061.375000 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -957061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -957065.750000 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -957065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -957070.000000 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -957070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -957072.625000 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -957072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -957073.812500 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -957073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -957072.937500 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -957072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -957077.750000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -957077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -957083.062500 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -957083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -957095.687500 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -957095.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -957119.875000 Penalty: 4272.702637
	Iteration 31Q: 3 clusters Score -957119.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -957158.937500 Penalty: 4272.702637
	Iteration 32Q: 3 clusters Score -957158.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -957231.750000 Penalty: 4272.702637
	Iteration 33Q: 3 clusters Score -957231.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -957341.125000 Penalty: 4272.702637
	Iteration 34Q: 3 clusters Score -957341.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -957426.625000 Penalty: 4272.702637
	Iteration 35Q: 3 clusters Score -957426.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -957478.000000 Penalty: 4272.702637
	Iteration 36Q: 3 clusters Score -957478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -957502.437500 Penalty: 4272.702637
	Iteration 37Q: 3 clusters Score -957502.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -957515.312500 Penalty: 4272.702637
	Iteration 38Q: 3 clusters Score -957515.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -957516.000000 Penalty: 4272.702637
	Iteration 39Q: 3 clusters Score -957516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -957522.062500 Penalty: 4272.702637
	Iteration 40F: 3 clusters Score -957522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -957523.750000 Penalty: 4272.702637
	Iteration 41Q: 3 clusters Score -957523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -957524.687500 Penalty: 4272.702637
	Iteration 42Q: 3 clusters Score -957524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -957524.437500 Penalty: 4272.702637
	Iteration 43Q: 3 clusters Score -957524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -957524.625000 Penalty: 4272.702637
	Iteration 44Q: 3 clusters Score -957524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -957524.625000 Penalty: 4272.702637
	Iteration 45F: 3 clusters Score -957524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Entering Unmasked Estep 
Score: -7951823.000000 Penalty: 2656.331055
	Iteration 0F: 2 clusters Score -7951823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -7922216.000000 Penalty: 5312.662109
	Iteration 0F: 3 clusters Score -7922216 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -7933586.500000 Penalty: 5312.662109
	Iteration 1F: 3 clusters Score -7933586 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -7934018.000000 Penalty: 5312.662109
	Iteration 2Q: 3 clusters Score -7934018 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -7934427.500000 Penalty: 5312.662109
	Iteration 3Q: 3 clusters Score -7934428 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -7934875.500000 Penalty: 5312.662109
	Iteration 4Q: 3 clusters Score -7934876 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -7935219.000000 Penalty: 5312.662109
	Iteration 5Q: 3 clusters Score -7935219 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -7935643.500000 Penalty: 5312.662109
	Iteration 6Q: 3 clusters Score -7935644 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -7936123.000000 Penalty: 5312.662109
	Iteration 7Q: 3 clusters Score -7936123 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -7936730.000000 Penalty: 5312.662109
	Iteration 8Q: 3 clusters Score -7936730 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -7937508.000000 Penalty: 5312.662109
	Iteration 9Q: 3 clusters Score -7937508 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -7938524.000000 Penalty: 5312.662109
	Iteration 10Q: 3 clusters Score -7938524 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7939800.000000 Penalty: 5312.662109
	Iteration 11F: 3 clusters Score -7939800 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7941542.500000 Penalty: 5312.662109
	Iteration 12F: 3 clusters Score -7941542 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -7943678.500000 Penalty: 5312.662109
	Iteration 13F: 3 clusters Score -7943678 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7945746.000000 Penalty: 5312.662109
	Iteration 14F: 3 clusters Score -7945746 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7947481.500000 Penalty: 5312.662109
	Iteration 15Q: 3 clusters Score -7947482 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -7948738.500000 Penalty: 5312.662109
	Iteration 16Q: 3 clusters Score -7948738 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -7949482.500000 Penalty: 5312.662109
	Iteration 17Q: 3 clusters Score -7949482 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -7949869.500000 Penalty: 5312.662109
	Iteration 18Q: 3 clusters Score -7949870 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -7950046.000000 Penalty: 5312.662109
	Iteration 19Q: 3 clusters Score -7950046 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -7950158.500000 Penalty: 5312.662109
	Iteration 20F: 3 clusters Score -7950158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -7950264.500000 Penalty: 5312.662109
	Iteration 21Q: 3 clusters Score -7950264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -7950283.000000 Penalty: 5312.662109
	Iteration 22Q: 3 clusters Score -7950283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -7950333.000000 Penalty: 5312.662109
	Iteration 23Q: 3 clusters Score -7950333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -7950351.000000 Penalty: 5312.662109
	Iteration 24Q: 3 clusters Score -7950351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -7950367.500000 Penalty: 5312.662109
	Iteration 25Q: 3 clusters Score -7950368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -7950384.000000 Penalty: 5312.662109
	Iteration 26Q: 3 clusters Score -7950384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -7950388.000000 Penalty: 5312.662109
	Iteration 27Q: 3 clusters Score -7950388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -7950399.000000 Penalty: 5312.662109
	Iteration 28Q: 3 clusters Score -7950399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -7950404.500000 Penalty: 5312.662109
	Iteration 29Q: 3 clusters Score -7950404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -7950409.000000 Penalty: 5312.662109
	Iteration 30Q: 3 clusters Score -7950409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -7950411.500000 Penalty: 5312.662109
	Iteration 31Q: 3 clusters Score -7950412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -7950407.500000 Penalty: 5312.662109
	Iteration 32Q: 3 clusters Score -7950408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -7950407.500000 Penalty: 5312.662109
	Iteration 33F: 3 clusters Score -7950408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Entering Unmasked Estep 
Score: -3044542.000000 Penalty: 2418.516602
	Iteration 0F: 2 clusters Score -3044542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3032280.000000 Penalty: 4837.033203
	Iteration 0F: 3 clusters Score -3032280 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3036324.500000 Penalty: 4837.033203
	Iteration 1F: 3 clusters Score -3036324 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3036796.500000 Penalty: 4837.033203
	Iteration 2F: 3 clusters Score -3036796 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3037252.000000 Penalty: 4837.033203
	Iteration 3F: 3 clusters Score -3037252 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3037706.500000 Penalty: 4837.033203
	Iteration 4F: 3 clusters Score -3037706 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3038158.250000 Penalty: 4837.033203
	Iteration 5F: 3 clusters Score -3038158 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3038579.250000 Penalty: 4837.033203
	Iteration 6Q: 3 clusters Score -3038579 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3038953.250000 Penalty: 4837.033203
	Iteration 7Q: 3 clusters Score -3038953 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3039292.250000 Penalty: 4837.033203
	Iteration 8Q: 3 clusters Score -3039292 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3039576.250000 Penalty: 4837.033203
	Iteration 9Q: 3 clusters Score -3039576 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3039829.000000 Penalty: 4837.033203
	Iteration 10Q: 3 clusters Score -3039829 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3040039.750000 Penalty: 4837.033203
	Iteration 11Q: 3 clusters Score -3040040 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3040215.000000 Penalty: 4837.033203
	Iteration 12Q: 3 clusters Score -3040215 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3040410.500000 Penalty: 4837.033203
	Iteration 13Q: 3 clusters Score -3040410 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3040657.000000 Penalty: 4837.033203
	Iteration 14Q: 3 clusters Score -3040657 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3040936.500000 Penalty: 4837.033203
	Iteration 15Q: 3 clusters Score -3040936 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3041212.250000 Penalty: 4837.033203
	Iteration 16Q: 3 clusters Score -3041212 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3041516.250000 Penalty: 4837.033203
	Iteration 17Q: 3 clusters Score -3041516 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3041777.000000 Penalty: 4837.033203
	Iteration 18Q: 3 clusters Score -3041777 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3042008.500000 Penalty: 4837.033203
	Iteration 19Q: 3 clusters Score -3042008 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3042182.250000 Penalty: 4837.033203
	Iteration 20F: 3 clusters Score -3042182 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3042341.500000 Penalty: 4837.033203
	Iteration 21Q: 3 clusters Score -3042342 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3042461.000000 Penalty: 4837.033203
	Iteration 22Q: 3 clusters Score -3042461 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3042587.250000 Penalty: 4837.033203
	Iteration 23Q: 3 clusters Score -3042587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3042690.250000 Penalty: 4837.033203
	Iteration 24Q: 3 clusters Score -3042690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3042764.000000 Penalty: 4837.033203
	Iteration 25Q: 3 clusters Score -3042764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3042813.750000 Penalty: 4837.033203
	Iteration 26Q: 3 clusters Score -3042814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3042848.750000 Penalty: 4837.033203
	Iteration 27Q: 3 clusters Score -3042849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3042861.000000 Penalty: 4837.033203
	Iteration 28Q: 3 clusters Score -3042861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3042887.500000 Penalty: 4837.033203
	Iteration 29Q: 3 clusters Score -3042888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3042899.750000 Penalty: 4837.033203
	Iteration 30Q: 3 clusters Score -3042900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3042907.750000 Penalty: 4837.033203
	Iteration 31Q: 3 clusters Score -3042908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3042913.250000 Penalty: 4837.033203
	Iteration 32Q: 3 clusters Score -3042913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3042920.750000 Penalty: 4837.033203
	Iteration 33Q: 3 clusters Score -3042921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3042921.000000 Penalty: 4837.033203
	Iteration 34Q: 3 clusters Score -3042921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3042918.500000 Penalty: 4837.033203
	Iteration 35Q: 3 clusters Score -3042918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3042921.500000 Penalty: 4837.033203
	Iteration 36Q: 3 clusters Score -3042922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3042920.500000 Penalty: 4837.033203
	Iteration 37Q: 3 clusters Score -3042920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3042924.000000 Penalty: 4837.033203
	Iteration 38Q: 3 clusters Score -3042924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3042924.000000 Penalty: 4837.033203
	Iteration 39F: 3 clusters Score -3042924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46117.378906 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46117.38 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46336.640625 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46336.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46388.812500 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -46388.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46436.085938 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -46436.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46552.093750 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -46552.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46769.136719 Penalty: 3129.719482
	Iteration 5F: 3 clusters Score -46769.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47111.652344 Penalty: 3129.719482
	Iteration 6F: 3 clusters Score -47111.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47618.289062 Penalty: 3129.719482
	Iteration 7F: 3 clusters Score -47618.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47856.382812 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -47856.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47926.714844 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -47926.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47965.613281 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -47965.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47975.734375 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -47975.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47980.480469 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -47980.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47982.601562 Penalty: 3129.719482
	Iteration 13F: 3 clusters Score -47982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -48002.445312 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -48002.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -48037.652344 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -48037.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48044.691406 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -48044.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48044.691406 Penalty: 3129.719482
	Iteration 17F: 3 clusters Score -48044.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 37869 members 
Mstep: Class 4 contains 50800 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 52446 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 47276 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 15069 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49583 members 
Mstep: Class 29 contains 51135 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50598 members 
Mstep: Class 32 contains 42831 members 
Mstep: Class 33 contains 53469 members 
Mstep: Class 34 contains 32330 members 
Mstep: Class 35 contains 48687 members 
Mstep: Class 36 contains 48675 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 402 members 
Entering Unmasked Estep 
Score: -196383424.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196385056.000000 to -196383424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1134272.375000 Penalty: 2177.711426
	Iteration 0F: 2 clusters Score -1134272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1128877.250000 Penalty: 4355.422852
	Iteration 0F: 3 clusters Score -1128877 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1130774.875000 Penalty: 4355.422852
	Iteration 1F: 3 clusters Score -1130775 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1131616.625000 Penalty: 4355.422852
	Iteration 2F: 3 clusters Score -1131617 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1132289.375000 Penalty: 4355.422852
	Iteration 3F: 3 clusters Score -1132289 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1132783.375000 Penalty: 4355.422852
	Iteration 4F: 3 clusters Score -1132783 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1133081.250000 Penalty: 4355.422852
	Iteration 5F: 3 clusters Score -1133081 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1133258.875000 Penalty: 4355.422852
	Iteration 6Q: 3 clusters Score -1133259 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1133368.875000 Penalty: 4355.422852
	Iteration 7Q: 3 clusters Score -1133369 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1133421.250000 Penalty: 4355.422852
	Iteration 8Q: 3 clusters Score -1133421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1133453.125000 Penalty: 4355.422852
	Iteration 9Q: 3 clusters Score -1133453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1133475.000000 Penalty: 4355.422852
	Iteration 10Q: 3 clusters Score -1133475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1133489.750000 Penalty: 4355.422852
	Iteration 11Q: 3 clusters Score -1133490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1133496.750000 Penalty: 4355.422852
	Iteration 12Q: 3 clusters Score -1133497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1133502.625000 Penalty: 4355.422852
	Iteration 13Q: 3 clusters Score -1133503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1133503.000000 Penalty: 4355.422852
	Iteration 14Q: 3 clusters Score -1133503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1133505.000000 Penalty: 4355.422852
	Iteration 15Q: 3 clusters Score -1133505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1133505.000000 Penalty: 4355.422852
	Iteration 16F: 3 clusters Score -1133505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Entering Unmasked Estep 
Score: -9478983.000000 Penalty: 2695.149658
	Iteration 0F: 2 clusters Score -9478983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -9448700.000000 Penalty: 5390.299316
	Iteration 0F: 3 clusters Score -9448700 nChanged 24293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -9462248.000000 Penalty: 5390.299316
	Iteration 1F: 3 clusters Score -9462248 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -9462752.000000 Penalty: 5390.299316
	Iteration 2Q: 3 clusters Score -9462752 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -9463340.000000 Penalty: 5390.299316
	Iteration 3Q: 3 clusters Score -9463340 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -9464087.000000 Penalty: 5390.299316
	Iteration 4Q: 3 clusters Score -9464087 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -9464932.000000 Penalty: 5390.299316
	Iteration 5Q: 3 clusters Score -9464932 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -9465913.000000 Penalty: 5390.299316
	Iteration 6Q: 3 clusters Score -9465913 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -9467212.000000 Penalty: 5390.299316
	Iteration 7F: 3 clusters Score -9467212 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -9468845.000000 Penalty: 5390.299316
	Iteration 8F: 3 clusters Score -9468845 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -9470670.000000 Penalty: 5390.299316
	Iteration 9F: 3 clusters Score -9470670 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -9472503.000000 Penalty: 5390.299316
	Iteration 10F: 3 clusters Score -9472503 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -9473979.000000 Penalty: 5390.299316
	Iteration 11F: 3 clusters Score -9473979 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -9475024.000000 Penalty: 5390.299316
	Iteration 12Q: 3 clusters Score -9475024 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -9475693.000000 Penalty: 5390.299316
	Iteration 13Q: 3 clusters Score -9475693 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -9476043.000000 Penalty: 5390.299316
	Iteration 14Q: 3 clusters Score -9476043 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -9476275.000000 Penalty: 5390.299316
	Iteration 15Q: 3 clusters Score -9476275 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -9476420.000000 Penalty: 5390.299316
	Iteration 16Q: 3 clusters Score -9476420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -9476479.000000 Penalty: 5390.299316
	Iteration 17Q: 3 clusters Score -9476479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -9476529.000000 Penalty: 5390.299316
	Iteration 18Q: 3 clusters Score -9476529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -9476561.000000 Penalty: 5390.299316
	Iteration 19Q: 3 clusters Score -9476561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -9476599.000000 Penalty: 5390.299316
	Iteration 20F: 3 clusters Score -9476599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -9476618.000000 Penalty: 5390.299316
	Iteration 21Q: 3 clusters Score -9476618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -9476625.000000 Penalty: 5390.299316
	Iteration 22Q: 3 clusters Score -9476625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -9476634.000000 Penalty: 5390.299316
	Iteration 23Q: 3 clusters Score -9476634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -9476642.000000 Penalty: 5390.299316
	Iteration 24Q: 3 clusters Score -9476642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9476647.000000 Penalty: 5390.299316
	Iteration 25Q: 3 clusters Score -9476647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9476644.000000 Penalty: 5390.299316
	Iteration 26Q: 3 clusters Score -9476644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9476644.000000 Penalty: 5390.299316
	Iteration 27F: 3 clusters Score -9476644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -135803.234375 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -135803.2 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 408 members 
Entering Unmasked Estep 
Score: -134063.375000 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -134063.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134338.765625 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -134338.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134421.609375 Penalty: 3318.041016
	Iteration 2Q: 3 clusters Score -134421.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -134468.468750 Penalty: 3318.041016
	Iteration 3Q: 3 clusters Score -134468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -134510.187500 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -134510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134533.546875 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -134533.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134560.546875 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -134560.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -134602.093750 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -134602.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -134658.718750 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -134658.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -134711.281250 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -134711.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -134742.718750 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -134742.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -134773.156250 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -134773.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134806.312500 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -134806.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -134885.687500 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -134885.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -134993.125000 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -134993.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -135055.015625 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -135055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -135106.906250 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -135106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -135136.406250 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -135136.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -135170.640625 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -135170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -135185.437500 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -135185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -135193.859375 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -135193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -135198.156250 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -135198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -135203.656250 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -135203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -135204.234375 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -135204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -135204.234375 Penalty: 3318.041016
	Iteration 24F: 3 clusters Score -135204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Entering Unmasked Estep 
Score: -3031570.000000 Penalty: 2418.747314
	Iteration 0F: 2 clusters Score -3031570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3019315.000000 Penalty: 4837.494629
	Iteration 0F: 3 clusters Score -3019315 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3023340.000000 Penalty: 4837.494629
	Iteration 1F: 3 clusters Score -3023340 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3023814.000000 Penalty: 4837.494629
	Iteration 2F: 3 clusters Score -3023814 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3024264.500000 Penalty: 4837.494629
	Iteration 3F: 3 clusters Score -3024264 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3024710.500000 Penalty: 4837.494629
	Iteration 4Q: 3 clusters Score -3024710 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3025162.500000 Penalty: 4837.494629
	Iteration 5Q: 3 clusters Score -3025162 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3025610.750000 Penalty: 4837.494629
	Iteration 6Q: 3 clusters Score -3025611 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3026113.250000 Penalty: 4837.494629
	Iteration 7Q: 3 clusters Score -3026113 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3026531.000000 Penalty: 4837.494629
	Iteration 8Q: 3 clusters Score -3026531 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3026907.000000 Penalty: 4837.494629
	Iteration 9Q: 3 clusters Score -3026907 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3027216.500000 Penalty: 4837.494629
	Iteration 10Q: 3 clusters Score -3027216 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3027436.250000 Penalty: 4837.494629
	Iteration 11Q: 3 clusters Score -3027436 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3027601.250000 Penalty: 4837.494629
	Iteration 12Q: 3 clusters Score -3027601 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3027703.500000 Penalty: 4837.494629
	Iteration 13Q: 3 clusters Score -3027704 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3027775.750000 Penalty: 4837.494629
	Iteration 14Q: 3 clusters Score -3027776 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3027849.250000 Penalty: 4837.494629
	Iteration 15Q: 3 clusters Score -3027849 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3027890.500000 Penalty: 4837.494629
	Iteration 16Q: 3 clusters Score -3027890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3027919.750000 Penalty: 4837.494629
	Iteration 17Q: 3 clusters Score -3027920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3027937.250000 Penalty: 4837.494629
	Iteration 18Q: 3 clusters Score -3027937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3027959.250000 Penalty: 4837.494629
	Iteration 19Q: 3 clusters Score -3027959 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3027978.000000 Penalty: 4837.494629
	Iteration 20F: 3 clusters Score -3027978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3027989.500000 Penalty: 4837.494629
	Iteration 21Q: 3 clusters Score -3027990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3028001.000000 Penalty: 4837.494629
	Iteration 22Q: 3 clusters Score -3028001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3028006.750000 Penalty: 4837.494629
	Iteration 23Q: 3 clusters Score -3028007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3028022.750000 Penalty: 4837.494629
	Iteration 24Q: 3 clusters Score -3028023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3028027.250000 Penalty: 4837.494629
	Iteration 25Q: 3 clusters Score -3028027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3028032.500000 Penalty: 4837.494629
	Iteration 26Q: 3 clusters Score -3028032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3028039.500000 Penalty: 4837.494629
	Iteration 27Q: 3 clusters Score -3028040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3028046.250000 Penalty: 4837.494629
	Iteration 28Q: 3 clusters Score -3028046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3028071.000000 Penalty: 4837.494629
	Iteration 29Q: 3 clusters Score -3028071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3028088.250000 Penalty: 4837.494629
	Iteration 30Q: 3 clusters Score -3028088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3028101.250000 Penalty: 4837.494629
	Iteration 31Q: 3 clusters Score -3028101 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3028119.000000 Penalty: 4837.494629
	Iteration 32Q: 3 clusters Score -3028119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3028136.250000 Penalty: 4837.494629
	Iteration 33Q: 3 clusters Score -3028136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3028157.750000 Penalty: 4837.494629
	Iteration 34Q: 3 clusters Score -3028158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3028186.000000 Penalty: 4837.494629
	Iteration 35Q: 3 clusters Score -3028186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3028195.500000 Penalty: 4837.494629
	Iteration 36Q: 3 clusters Score -3028196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3028229.750000 Penalty: 4837.494629
	Iteration 37Q: 3 clusters Score -3028230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3028252.500000 Penalty: 4837.494629
	Iteration 38Q: 3 clusters Score -3028252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3028315.500000 Penalty: 4837.494629
	Iteration 39Q: 3 clusters Score -3028316 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3028395.000000 Penalty: 4837.494629
	Iteration 40F: 3 clusters Score -3028395 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3028508.750000 Penalty: 4837.494629
	Iteration 41Q: 3 clusters Score -3028509 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3028657.250000 Penalty: 4837.494629
	Iteration 42Q: 3 clusters Score -3028657 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3028802.750000 Penalty: 4837.494629
	Iteration 43Q: 3 clusters Score -3028803 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3028936.500000 Penalty: 4837.494629
	Iteration 44Q: 3 clusters Score -3028936 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3029064.750000 Penalty: 4837.494629
	Iteration 45Q: 3 clusters Score -3029065 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3029143.000000 Penalty: 4837.494629
	Iteration 46Q: 3 clusters Score -3029143 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3029189.250000 Penalty: 4837.494629
	Iteration 47Q: 3 clusters Score -3029189 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3029242.000000 Penalty: 4837.494629
	Iteration 48Q: 3 clusters Score -3029242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3029262.000000 Penalty: 4837.494629
	Iteration 49Q: 3 clusters Score -3029262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3029292.250000 Penalty: 4837.494629
	Iteration 50Q: 3 clusters Score -3029292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3029310.750000 Penalty: 4837.494629
	Iteration 51Q: 3 clusters Score -3029311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3029325.500000 Penalty: 4837.494629
	Iteration 52Q: 3 clusters Score -3029326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3029336.750000 Penalty: 4837.494629
	Iteration 53Q: 3 clusters Score -3029337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3029344.250000 Penalty: 4837.494629
	Iteration 54Q: 3 clusters Score -3029344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3029347.250000 Penalty: 4837.494629
	Iteration 55Q: 3 clusters Score -3029347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3029343.000000 Penalty: 4837.494629
	Iteration 56Q: 3 clusters Score -3029343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3029346.250000 Penalty: 4837.494629
	Iteration 57Q: 3 clusters Score -3029346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3029350.000000 Penalty: 4837.494629
	Iteration 58Q: 3 clusters Score -3029350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3029347.000000 Penalty: 4837.494629
	Iteration 59Q: 3 clusters Score -3029347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3029348.750000 Penalty: 4837.494629
	Iteration 60F: 3 clusters Score -3029349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3029350.000000 Penalty: 4837.494629
	Iteration 61Q: 3 clusters Score -3029350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3029354.250000 Penalty: 4837.494629
	Iteration 62Q: 3 clusters Score -3029354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3029349.500000 Penalty: 4837.494629
	Iteration 63Q: 3 clusters Score -3029350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3029349.750000 Penalty: 4837.494629
	Iteration 64Q: 3 clusters Score -3029350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3029351.500000 Penalty: 4837.494629
	Iteration 65Q: 3 clusters Score -3029352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3029355.750000 Penalty: 4837.494629
	Iteration 66Q: 3 clusters Score -3029356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3029361.000000 Penalty: 4837.494629
	Iteration 67Q: 3 clusters Score -3029361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3029357.250000 Penalty: 4837.494629
	Iteration 68Q: 3 clusters Score -3029357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3029356.000000 Penalty: 4837.494629
	Iteration 69Q: 3 clusters Score -3029356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3029355.750000 Penalty: 4837.494629
	Iteration 70Q: 3 clusters Score -3029356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3029352.500000 Penalty: 4837.494629
	Iteration 71Q: 3 clusters Score -3029352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3029352.250000 Penalty: 4837.494629
	Iteration 72Q: 3 clusters Score -3029352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3029355.250000 Penalty: 4837.494629
	Iteration 73Q: 3 clusters Score -3029355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3029357.250000 Penalty: 4837.494629
	Iteration 74Q: 3 clusters Score -3029357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3029353.750000 Penalty: 4837.494629
	Iteration 75Q: 3 clusters Score -3029354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3029356.750000 Penalty: 4837.494629
	Iteration 76Q: 3 clusters Score -3029357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3029357.000000 Penalty: 4837.494629
	Iteration 77Q: 3 clusters Score -3029357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3029357.500000 Penalty: 4837.494629
	Iteration 78Q: 3 clusters Score -3029358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3029357.250000 Penalty: 4837.494629
	Iteration 79Q: 3 clusters Score -3029357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3029359.250000 Penalty: 4837.494629
	Iteration 80F: 3 clusters Score -3029359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3029361.500000 Penalty: 4837.494629
	Iteration 81Q: 3 clusters Score -3029362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3029364.000000 Penalty: 4837.494629
	Iteration 82Q: 3 clusters Score -3029364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3029364.250000 Penalty: 4837.494629
	Iteration 83Q: 3 clusters Score -3029364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3029362.000000 Penalty: 4837.494629
	Iteration 84Q: 3 clusters Score -3029362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3029365.750000 Penalty: 4837.494629
	Iteration 85Q: 3 clusters Score -3029366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3029366.000000 Penalty: 4837.494629
	Iteration 86Q: 3 clusters Score -3029366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3029365.750000 Penalty: 4837.494629
	Iteration 87Q: 3 clusters Score -3029366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3029368.000000 Penalty: 4837.494629
	Iteration 88Q: 3 clusters Score -3029368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3029369.250000 Penalty: 4837.494629
	Iteration 89Q: 3 clusters Score -3029369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3029367.250000 Penalty: 4837.494629
	Iteration 90Q: 3 clusters Score -3029367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3029367.000000 Penalty: 4837.494629
	Iteration 91Q: 3 clusters Score -3029367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3029365.750000 Penalty: 4837.494629
	Iteration 92Q: 3 clusters Score -3029366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3029366.500000 Penalty: 4837.494629
	Iteration 93Q: 3 clusters Score -3029366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3029366.500000 Penalty: 4837.494629
	Iteration 94F: 3 clusters Score -3029366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Entering Unmasked Estep 
Score: -7657156.500000 Penalty: 2645.721924
	Iteration 0F: 2 clusters Score -7657156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7628415.000000 Penalty: 5291.443848
	Iteration 0F: 3 clusters Score -7628415 nChanged 19735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7639414.500000 Penalty: 5291.443848
	Iteration 1F: 3 clusters Score -7639414 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -7639970.500000 Penalty: 5291.443848
	Iteration 2Q: 3 clusters Score -7639970 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -7640513.500000 Penalty: 5291.443848
	Iteration 3Q: 3 clusters Score -7640514 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -7641237.500000 Penalty: 5291.443848
	Iteration 4Q: 3 clusters Score -7641238 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -7642282.500000 Penalty: 5291.443848
	Iteration 5Q: 3 clusters Score -7642282 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -7643919.000000 Penalty: 5291.443848
	Iteration 6F: 3 clusters Score -7643919 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -7646097.000000 Penalty: 5291.443848
	Iteration 7F: 3 clusters Score -7646097 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -7648630.000000 Penalty: 5291.443848
	Iteration 8F: 3 clusters Score -7648630 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -7650893.000000 Penalty: 5291.443848
	Iteration 9F: 3 clusters Score -7650893 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -7652579.000000 Penalty: 5291.443848
	Iteration 10F: 3 clusters Score -7652579 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -7653875.000000 Penalty: 5291.443848
	Iteration 11Q: 3 clusters Score -7653875 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -7654603.000000 Penalty: 5291.443848
	Iteration 12Q: 3 clusters Score -7654603 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -7654948.500000 Penalty: 5291.443848
	Iteration 13Q: 3 clusters Score -7654948 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -7655152.000000 Penalty: 5291.443848
	Iteration 14Q: 3 clusters Score -7655152 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7655235.500000 Penalty: 5291.443848
	Iteration 15Q: 3 clusters Score -7655236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -7655297.000000 Penalty: 5291.443848
	Iteration 16Q: 3 clusters Score -7655297 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -7655318.500000 Penalty: 5291.443848
	Iteration 17Q: 3 clusters Score -7655318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -7655337.500000 Penalty: 5291.443848
	Iteration 18Q: 3 clusters Score -7655338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -7655357.500000 Penalty: 5291.443848
	Iteration 19Q: 3 clusters Score -7655358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7655373.000000 Penalty: 5291.443848
	Iteration 20F: 3 clusters Score -7655373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -7655366.000000 Penalty: 5291.443848
	Iteration 21Q: 3 clusters Score -7655366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -7655374.000000 Penalty: 5291.443848
	Iteration 22Q: 3 clusters Score -7655374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -7655372.500000 Penalty: 5291.443848
	Iteration 23Q: 3 clusters Score -7655372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -7655387.500000 Penalty: 5291.443848
	Iteration 24Q: 3 clusters Score -7655388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -7655394.000000 Penalty: 5291.443848
	Iteration 25Q: 3 clusters Score -7655394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -7655402.000000 Penalty: 5291.443848
	Iteration 26Q: 3 clusters Score -7655402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -7655406.500000 Penalty: 5291.443848
	Iteration 27Q: 3 clusters Score -7655406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -7655406.500000 Penalty: 5291.443848
	Iteration 28Q: 3 clusters Score -7655406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -7655403.500000 Penalty: 5291.443848
	Iteration 29Q: 3 clusters Score -7655404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -7655407.500000 Penalty: 5291.443848
	Iteration 30Q: 3 clusters Score -7655408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -7655411.500000 Penalty: 5291.443848
	Iteration 31Q: 3 clusters Score -7655412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -7655411.000000 Penalty: 5291.443848
	Iteration 32Q: 3 clusters Score -7655411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -7655412.500000 Penalty: 5291.443848
	Iteration 33Q: 3 clusters Score -7655412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -7655412.500000 Penalty: 5291.443848
	Iteration 34F: 3 clusters Score -7655412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Entering Unmasked Estep 
Score: -8529955.000000 Penalty: 2669.411865
	Iteration 0F: 2 clusters Score -8529955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8500652.000000 Penalty: 5338.823730
	Iteration 0F: 3 clusters Score -8500652 nChanged 21808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -8512418.000000 Penalty: 5338.823730
	Iteration 1F: 3 clusters Score -8512418 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -8512937.000000 Penalty: 5338.823730
	Iteration 2Q: 3 clusters Score -8512937 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -8513486.000000 Penalty: 5338.823730
	Iteration 3Q: 3 clusters Score -8513486 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -8514097.000000 Penalty: 5338.823730
	Iteration 4Q: 3 clusters Score -8514097 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -8514902.000000 Penalty: 5338.823730
	Iteration 5Q: 3 clusters Score -8514902 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -8516075.000000 Penalty: 5338.823730
	Iteration 6F: 3 clusters Score -8516075 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -8517762.000000 Penalty: 5338.823730
	Iteration 7F: 3 clusters Score -8517762 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -8520104.000000 Penalty: 5338.823730
	Iteration 8F: 3 clusters Score -8520104 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -8522703.000000 Penalty: 5338.823730
	Iteration 9F: 3 clusters Score -8522703 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -8524882.000000 Penalty: 5338.823730
	Iteration 10F: 3 clusters Score -8524882 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8526225.000000 Penalty: 5338.823730
	Iteration 11Q: 3 clusters Score -8526225 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8526919.000000 Penalty: 5338.823730
	Iteration 12Q: 3 clusters Score -8526919 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8527344.000000 Penalty: 5338.823730
	Iteration 13Q: 3 clusters Score -8527344 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8527531.000000 Penalty: 5338.823730
	Iteration 14Q: 3 clusters Score -8527531 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8527623.000000 Penalty: 5338.823730
	Iteration 15Q: 3 clusters Score -8527623 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8527679.000000 Penalty: 5338.823730
	Iteration 16Q: 3 clusters Score -8527679 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8527701.000000 Penalty: 5338.823730
	Iteration 17Q: 3 clusters Score -8527701 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8527721.000000 Penalty: 5338.823730
	Iteration 18Q: 3 clusters Score -8527721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8527725.000000 Penalty: 5338.823730
	Iteration 19Q: 3 clusters Score -8527725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8527744.000000 Penalty: 5338.823730
	Iteration 20F: 3 clusters Score -8527744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8527750.000000 Penalty: 5338.823730
	Iteration 21Q: 3 clusters Score -8527750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8527754.000000 Penalty: 5338.823730
	Iteration 22Q: 3 clusters Score -8527754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8527764.000000 Penalty: 5338.823730
	Iteration 23Q: 3 clusters Score -8527764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8527765.000000 Penalty: 5338.823730
	Iteration 24Q: 3 clusters Score -8527765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8527773.000000 Penalty: 5338.823730
	Iteration 25Q: 3 clusters Score -8527773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8527785.000000 Penalty: 5338.823730
	Iteration 26Q: 3 clusters Score -8527785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8527788.000000 Penalty: 5338.823730
	Iteration 27Q: 3 clusters Score -8527788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8527792.000000 Penalty: 5338.823730
	Iteration 28Q: 3 clusters Score -8527792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8527796.000000 Penalty: 5338.823730
	Iteration 29Q: 3 clusters Score -8527796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8527795.000000 Penalty: 5338.823730
	Iteration 30Q: 3 clusters Score -8527795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8527803.000000 Penalty: 5338.823730
	Iteration 31Q: 3 clusters Score -8527803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8527809.000000 Penalty: 5338.823730
	Iteration 32Q: 3 clusters Score -8527809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8527800.000000 Penalty: 5338.823730
	Iteration 33Q: 3 clusters Score -8527800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8527806.000000 Penalty: 5338.823730
	Iteration 34Q: 3 clusters Score -8527806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8527806.000000 Penalty: 5338.823730
	Iteration 35F: 3 clusters Score -8527806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -798560.375000 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -798560.4 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 2241 members 
Entering Unmasked Estep 
Score: -794332.750000 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -794332.8 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -795364.000000 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -795364 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -795587.875000 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -795587.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -795712.750000 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -795712.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -795795.812500 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -795795.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -795850.187500 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -795850.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -795891.312500 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -795891.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -795920.750000 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -795920.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -795947.000000 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -795947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -795970.750000 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -795970.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -795994.687500 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -795994.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -796013.687500 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -796013.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -796031.375000 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -796031.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -796050.375000 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -796050.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -796069.000000 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -796069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -796081.687500 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -796081.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -796090.562500 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -796090.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -796100.875000 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -796100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -796113.125000 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -796113.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -796125.125000 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -796125.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -796134.437500 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -796134.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -796140.812500 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -796140.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -796152.875000 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -796152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -796160.562500 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -796160.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -796171.812500 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -796171.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -796183.375000 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -796183.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -796197.562500 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -796197.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -796209.625000 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -796209.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -796225.750000 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -796225.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -796239.062500 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -796239.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -796255.750000 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -796255.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -796269.312500 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -796269.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -796281.187500 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -796281.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -796294.937500 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -796294.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -796310.750000 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -796310.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -796324.125000 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -796324.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -796337.437500 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -796337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -796347.187500 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -796347.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -796354.750000 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -796354.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -796364.500000 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -796364.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -796376.250000 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -796376.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -796385.375000 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -796385.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -796401.500000 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -796401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -796417.062500 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -796417.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -796428.125000 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -796428.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -796438.875000 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -796438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -796451.875000 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -796451.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -796471.812500 Penalty: 4168.285156
	Iteration 47Q: 3 clusters Score -796471.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -796489.875000 Penalty: 4168.285156
	Iteration 48Q: 3 clusters Score -796489.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -796505.937500 Penalty: 4168.285156
	Iteration 49Q: 3 clusters Score -796505.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -796523.312500 Penalty: 4168.285156
	Iteration 50Q: 3 clusters Score -796523.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -796532.750000 Penalty: 4168.285156
	Iteration 51Q: 3 clusters Score -796532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -796546.875000 Penalty: 4168.285156
	Iteration 52Q: 3 clusters Score -796546.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -796562.312500 Penalty: 4168.285156
	Iteration 53Q: 3 clusters Score -796562.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -796572.437500 Penalty: 4168.285156
	Iteration 54Q: 3 clusters Score -796572.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -796579.625000 Penalty: 4168.285156
	Iteration 55Q: 3 clusters Score -796579.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -796591.500000 Penalty: 4168.285156
	Iteration 56Q: 3 clusters Score -796591.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -796595.437500 Penalty: 4168.285156
	Iteration 57Q: 3 clusters Score -796595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -796600.187500 Penalty: 4168.285156
	Iteration 58Q: 3 clusters Score -796600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -796604.250000 Penalty: 4168.285156
	Iteration 59Q: 3 clusters Score -796604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -796611.750000 Penalty: 4168.285156
	Iteration 60F: 3 clusters Score -796611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -796617.375000 Penalty: 4168.285156
	Iteration 61Q: 3 clusters Score -796617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -796619.437500 Penalty: 4168.285156
	Iteration 62Q: 3 clusters Score -796619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -796623.625000 Penalty: 4168.285156
	Iteration 63Q: 3 clusters Score -796623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -796625.125000 Penalty: 4168.285156
	Iteration 64Q: 3 clusters Score -796625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -796630.437500 Penalty: 4168.285156
	Iteration 65Q: 3 clusters Score -796630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -796639.250000 Penalty: 4168.285156
	Iteration 66Q: 3 clusters Score -796639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -796643.062500 Penalty: 4168.285156
	Iteration 67Q: 3 clusters Score -796643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -796651.000000 Penalty: 4168.285156
	Iteration 68Q: 3 clusters Score -796651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -796654.562500 Penalty: 4168.285156
	Iteration 69Q: 3 clusters Score -796654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -796654.750000 Penalty: 4168.285156
	Iteration 70Q: 3 clusters Score -796654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -796655.625000 Penalty: 4168.285156
	Iteration 71Q: 3 clusters Score -796655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -796656.625000 Penalty: 4168.285156
	Iteration 72Q: 3 clusters Score -796656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -796657.750000 Penalty: 4168.285156
	Iteration 73Q: 3 clusters Score -796657.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -796659.312500 Penalty: 4168.285156
	Iteration 74Q: 3 clusters Score -796659.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -796660.750000 Penalty: 4168.285156
	Iteration 75Q: 3 clusters Score -796660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -796664.875000 Penalty: 4168.285156
	Iteration 76Q: 3 clusters Score -796664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -796664.625000 Penalty: 4168.285156
	Iteration 77Q: 3 clusters Score -796664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -796666.375000 Penalty: 4168.285156
	Iteration 78Q: 3 clusters Score -796666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -796665.812500 Penalty: 4168.285156
	Iteration 79Q: 3 clusters Score -796665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -796668.250000 Penalty: 4168.285156
	Iteration 80F: 3 clusters Score -796668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -796669.250000 Penalty: 4168.285156
	Iteration 81Q: 3 clusters Score -796669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -796669.875000 Penalty: 4168.285156
	Iteration 82Q: 3 clusters Score -796669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -796670.625000 Penalty: 4168.285156
	Iteration 83Q: 3 clusters Score -796670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -796672.562500 Penalty: 4168.285156
	Iteration 84Q: 3 clusters Score -796672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -796672.937500 Penalty: 4168.285156
	Iteration 85Q: 3 clusters Score -796672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -796673.437500 Penalty: 4168.285156
	Iteration 86Q: 3 clusters Score -796673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -796674.312500 Penalty: 4168.285156
	Iteration 87Q: 3 clusters Score -796674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -796675.000000 Penalty: 4168.285156
	Iteration 88Q: 3 clusters Score -796675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -796675.000000 Penalty: 4168.285156
	Iteration 89F: 3 clusters Score -796675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Entering Unmasked Estep 
Score: -8475288.000000 Penalty: 2668.102295
	Iteration 0F: 2 clusters Score -8475288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -8444870.000000 Penalty: 5336.204590
	Iteration 0F: 3 clusters Score -8444870 nChanged 21673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -8457000.000000 Penalty: 5336.204590
	Iteration 1F: 3 clusters Score -8457000 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -8457552.000000 Penalty: 5336.204590
	Iteration 2Q: 3 clusters Score -8457552 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8458000.000000 Penalty: 5336.204590
	Iteration 3Q: 3 clusters Score -8458000 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -8458527.000000 Penalty: 5336.204590
	Iteration 4Q: 3 clusters Score -8458527 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -8459172.000000 Penalty: 5336.204590
	Iteration 5Q: 3 clusters Score -8459172 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -8460148.000000 Penalty: 5336.204590
	Iteration 6Q: 3 clusters Score -8460148 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -8461735.000000 Penalty: 5336.204590
	Iteration 7F: 3 clusters Score -8461735 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -8464398.000000 Penalty: 5336.204590
	Iteration 8F: 3 clusters Score -8464398 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8467684.000000 Penalty: 5336.204590
	Iteration 9F: 3 clusters Score -8467684 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8470319.000000 Penalty: 5336.204590
	Iteration 10F: 3 clusters Score -8470319 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8471780.000000 Penalty: 5336.204590
	Iteration 11Q: 3 clusters Score -8471780 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8472492.000000 Penalty: 5336.204590
	Iteration 12Q: 3 clusters Score -8472492 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8472782.000000 Penalty: 5336.204590
	Iteration 13Q: 3 clusters Score -8472782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8472908.000000 Penalty: 5336.204590
	Iteration 14Q: 3 clusters Score -8472908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8472973.000000 Penalty: 5336.204590
	Iteration 15Q: 3 clusters Score -8472973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8472999.000000 Penalty: 5336.204590
	Iteration 16Q: 3 clusters Score -8472999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8473020.000000 Penalty: 5336.204590
	Iteration 17Q: 3 clusters Score -8473020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8473032.000000 Penalty: 5336.204590
	Iteration 18Q: 3 clusters Score -8473032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8473038.000000 Penalty: 5336.204590
	Iteration 19Q: 3 clusters Score -8473038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8473052.000000 Penalty: 5336.204590
	Iteration 20F: 3 clusters Score -8473052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8473046.000000 Penalty: 5336.204590
	Iteration 21Q: 3 clusters Score -8473046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8473058.000000 Penalty: 5336.204590
	Iteration 22Q: 3 clusters Score -8473058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8473061.000000 Penalty: 5336.204590
	Iteration 23Q: 3 clusters Score -8473061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8473066.000000 Penalty: 5336.204590
	Iteration 24Q: 3 clusters Score -8473066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8473069.000000 Penalty: 5336.204590
	Iteration 25Q: 3 clusters Score -8473069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8473069.000000 Penalty: 5336.204590
	Iteration 26F: 3 clusters Score -8473069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Entering Unmasked Estep 
Score: -9332217.000000 Penalty: 2691.668701
	Iteration 0F: 2 clusters Score -9332217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -9301454.000000 Penalty: 5383.337402
	Iteration 0F: 3 clusters Score -9301454 nChanged 23997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -9314575.000000 Penalty: 5383.337402
	Iteration 1F: 3 clusters Score -9314575 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -9315076.000000 Penalty: 5383.337402
	Iteration 2Q: 3 clusters Score -9315076 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -9315490.000000 Penalty: 5383.337402
	Iteration 3Q: 3 clusters Score -9315490 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -9315927.000000 Penalty: 5383.337402
	Iteration 4Q: 3 clusters Score -9315927 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -9316222.000000 Penalty: 5383.337402
	Iteration 5Q: 3 clusters Score -9316222 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -9316507.000000 Penalty: 5383.337402
	Iteration 6Q: 3 clusters Score -9316507 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -9316786.000000 Penalty: 5383.337402
	Iteration 7Q: 3 clusters Score -9316786 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -9317242.000000 Penalty: 5383.337402
	Iteration 8Q: 3 clusters Score -9317242 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -9317989.000000 Penalty: 5383.337402
	Iteration 9Q: 3 clusters Score -9317989 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -9319115.000000 Penalty: 5383.337402
	Iteration 10Q: 3 clusters Score -9319115 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -9320731.000000 Penalty: 5383.337402
	Iteration 11Q: 3 clusters Score -9320731 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -9322965.000000 Penalty: 5383.337402
	Iteration 12F: 3 clusters Score -9322965 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -9325276.000000 Penalty: 5383.337402
	Iteration 13F: 3 clusters Score -9325276 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -9326917.000000 Penalty: 5383.337402
	Iteration 14Q: 3 clusters Score -9326917 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -9328030.000000 Penalty: 5383.337402
	Iteration 15Q: 3 clusters Score -9328030 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -9328721.000000 Penalty: 5383.337402
	Iteration 16Q: 3 clusters Score -9328721 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -9329224.000000 Penalty: 5383.337402
	Iteration 17Q: 3 clusters Score -9329224 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -9329480.000000 Penalty: 5383.337402
	Iteration 18Q: 3 clusters Score -9329480 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -9329759.000000 Penalty: 5383.337402
	Iteration 19Q: 3 clusters Score -9329759 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -9329918.000000 Penalty: 5383.337402
	Iteration 20F: 3 clusters Score -9329918 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -9330059.000000 Penalty: 5383.337402
	Iteration 21Q: 3 clusters Score -9330059 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9330112.000000 Penalty: 5383.337402
	Iteration 22Q: 3 clusters Score -9330112 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9330143.000000 Penalty: 5383.337402
	Iteration 23Q: 3 clusters Score -9330143 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9330155.000000 Penalty: 5383.337402
	Iteration 24Q: 3 clusters Score -9330155 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9330155.000000 Penalty: 5383.337402
	Iteration 25Q: 3 clusters Score -9330155 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9330190.000000 Penalty: 5383.337402
	Iteration 26Q: 3 clusters Score -9330190 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9330208.000000 Penalty: 5383.337402
	Iteration 27Q: 3 clusters Score -9330208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9330210.000000 Penalty: 5383.337402
	Iteration 28Q: 3 clusters Score -9330210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9330185.000000 Penalty: 5383.337402
	Iteration 29Q: 3 clusters Score -9330185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9330198.000000 Penalty: 5383.337402
	Iteration 30Q: 3 clusters Score -9330198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9330205.000000 Penalty: 5383.337402
	Iteration 31Q: 3 clusters Score -9330205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9330205.000000 Penalty: 5383.337402
	Iteration 32Q: 3 clusters Score -9330205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9330225.000000 Penalty: 5383.337402
	Iteration 33Q: 3 clusters Score -9330225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9330220.000000 Penalty: 5383.337402
	Iteration 34Q: 3 clusters Score -9330220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9330227.000000 Penalty: 5383.337402
	Iteration 35Q: 3 clusters Score -9330227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9330242.000000 Penalty: 5383.337402
	Iteration 36Q: 3 clusters Score -9330242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9330246.000000 Penalty: 5383.337402
	Iteration 37Q: 3 clusters Score -9330246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9330226.000000 Penalty: 5383.337402
	Iteration 38Q: 3 clusters Score -9330226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9330229.000000 Penalty: 5383.337402
	Iteration 39Q: 3 clusters Score -9330229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9330222.000000 Penalty: 5383.337402
	Iteration 40F: 3 clusters Score -9330222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9330217.000000 Penalty: 5383.337402
	Iteration 41Q: 3 clusters Score -9330217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9330212.000000 Penalty: 5383.337402
	Iteration 42Q: 3 clusters Score -9330212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9330213.000000 Penalty: 5383.337402
	Iteration 43Q: 3 clusters Score -9330213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9330227.000000 Penalty: 5383.337402
	Iteration 44Q: 3 clusters Score -9330227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9330228.000000 Penalty: 5383.337402
	Iteration 45Q: 3 clusters Score -9330228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9330216.000000 Penalty: 5383.337402
	Iteration 46Q: 3 clusters Score -9330216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9330216.000000 Penalty: 5383.337402
	Iteration 47F: 3 clusters Score -9330216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Entering Unmasked Estep 
Score: -7651251.000000 Penalty: 2640.602051
	Iteration 0F: 2 clusters Score -7651251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -7623606.500000 Penalty: 5281.204102
	Iteration 0F: 3 clusters Score -7623606 nChanged 19215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -7634174.000000 Penalty: 5281.204102
	Iteration 1F: 3 clusters Score -7634174 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -7634667.500000 Penalty: 5281.204102
	Iteration 2Q: 3 clusters Score -7634668 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7635065.500000 Penalty: 5281.204102
	Iteration 3Q: 3 clusters Score -7635066 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -7635453.000000 Penalty: 5281.204102
	Iteration 4Q: 3 clusters Score -7635453 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -7635796.500000 Penalty: 5281.204102
	Iteration 5Q: 3 clusters Score -7635796 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -7636117.000000 Penalty: 5281.204102
	Iteration 6Q: 3 clusters Score -7636117 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -7636458.000000 Penalty: 5281.204102
	Iteration 7Q: 3 clusters Score -7636458 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -7636791.000000 Penalty: 5281.204102
	Iteration 8Q: 3 clusters Score -7636791 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -7637244.500000 Penalty: 5281.204102
	Iteration 9Q: 3 clusters Score -7637244 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -7637861.500000 Penalty: 5281.204102
	Iteration 10Q: 3 clusters Score -7637862 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -7638621.500000 Penalty: 5281.204102
	Iteration 11Q: 3 clusters Score -7638622 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -7639647.000000 Penalty: 5281.204102
	Iteration 12Q: 3 clusters Score -7639647 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -7640925.500000 Penalty: 5281.204102
	Iteration 13Q: 3 clusters Score -7640926 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -7642311.500000 Penalty: 5281.204102
	Iteration 14Q: 3 clusters Score -7642312 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -7643584.000000 Penalty: 5281.204102
	Iteration 15Q: 3 clusters Score -7643584 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -7644419.500000 Penalty: 5281.204102
	Iteration 16Q: 3 clusters Score -7644420 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -7644854.000000 Penalty: 5281.204102
	Iteration 17Q: 3 clusters Score -7644854 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -7645128.500000 Penalty: 5281.204102
	Iteration 18Q: 3 clusters Score -7645128 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -7645371.500000 Penalty: 5281.204102
	Iteration 19Q: 3 clusters Score -7645372 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -7645572.500000 Penalty: 5281.204102
	Iteration 20F: 3 clusters Score -7645572 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7645761.000000 Penalty: 5281.204102
	Iteration 21Q: 3 clusters Score -7645761 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -7645941.500000 Penalty: 5281.204102
	Iteration 22Q: 3 clusters Score -7645942 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -7646147.500000 Penalty: 5281.204102
	Iteration 23Q: 3 clusters Score -7646148 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -7646383.000000 Penalty: 5281.204102
	Iteration 24Q: 3 clusters Score -7646383 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -7646600.500000 Penalty: 5281.204102
	Iteration 25Q: 3 clusters Score -7646600 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -7646833.000000 Penalty: 5281.204102
	Iteration 26Q: 3 clusters Score -7646833 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -7647063.000000 Penalty: 5281.204102
	Iteration 27Q: 3 clusters Score -7647063 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -7647314.000000 Penalty: 5281.204102
	Iteration 28Q: 3 clusters Score -7647314 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7647513.000000 Penalty: 5281.204102
	Iteration 29Q: 3 clusters Score -7647513 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -7647716.500000 Penalty: 5281.204102
	Iteration 30Q: 3 clusters Score -7647716 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7647962.500000 Penalty: 5281.204102
	Iteration 31Q: 3 clusters Score -7647962 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7648180.000000 Penalty: 5281.204102
	Iteration 32Q: 3 clusters Score -7648180 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -7648423.500000 Penalty: 5281.204102
	Iteration 33Q: 3 clusters Score -7648424 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -7648658.000000 Penalty: 5281.204102
	Iteration 34Q: 3 clusters Score -7648658 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -7648821.000000 Penalty: 5281.204102
	Iteration 35Q: 3 clusters Score -7648821 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -7648966.500000 Penalty: 5281.204102
	Iteration 36Q: 3 clusters Score -7648966 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7649069.500000 Penalty: 5281.204102
	Iteration 37Q: 3 clusters Score -7649070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -7649158.000000 Penalty: 5281.204102
	Iteration 38Q: 3 clusters Score -7649158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7649225.000000 Penalty: 5281.204102
	Iteration 39Q: 3 clusters Score -7649225 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -7649270.000000 Penalty: 5281.204102
	Iteration 40F: 3 clusters Score -7649270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -7649324.500000 Penalty: 5281.204102
	Iteration 41Q: 3 clusters Score -7649324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -7649352.500000 Penalty: 5281.204102
	Iteration 42Q: 3 clusters Score -7649352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -7649388.500000 Penalty: 5281.204102
	Iteration 43Q: 3 clusters Score -7649388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -7649436.000000 Penalty: 5281.204102
	Iteration 44Q: 3 clusters Score -7649436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7649456.000000 Penalty: 5281.204102
	Iteration 45Q: 3 clusters Score -7649456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -7649476.000000 Penalty: 5281.204102
	Iteration 46Q: 3 clusters Score -7649476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -7649484.000000 Penalty: 5281.204102
	Iteration 47Q: 3 clusters Score -7649484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -7649502.500000 Penalty: 5281.204102
	Iteration 48Q: 3 clusters Score -7649502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7649506.500000 Penalty: 5281.204102
	Iteration 49Q: 3 clusters Score -7649506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -7649510.500000 Penalty: 5281.204102
	Iteration 50Q: 3 clusters Score -7649510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -7649518.000000 Penalty: 5281.204102
	Iteration 51Q: 3 clusters Score -7649518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -7649514.500000 Penalty: 5281.204102
	Iteration 52Q: 3 clusters Score -7649514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -7649516.000000 Penalty: 5281.204102
	Iteration 53Q: 3 clusters Score -7649516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -7649518.000000 Penalty: 5281.204102
	Iteration 54Q: 3 clusters Score -7649518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -7649516.500000 Penalty: 5281.204102
	Iteration 55Q: 3 clusters Score -7649516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -7649525.500000 Penalty: 5281.204102
	Iteration 56Q: 3 clusters Score -7649526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -7649530.000000 Penalty: 5281.204102
	Iteration 57Q: 3 clusters Score -7649530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7649529.500000 Penalty: 5281.204102
	Iteration 58Q: 3 clusters Score -7649530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -7649530.000000 Penalty: 5281.204102
	Iteration 59Q: 3 clusters Score -7649530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -7649531.000000 Penalty: 5281.204102
	Iteration 60F: 3 clusters Score -7649531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -7649530.500000 Penalty: 5281.204102
	Iteration 61Q: 3 clusters Score -7649530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -7649540.500000 Penalty: 5281.204102
	Iteration 62Q: 3 clusters Score -7649540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7649535.000000 Penalty: 5281.204102
	Iteration 63Q: 3 clusters Score -7649535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7649530.000000 Penalty: 5281.204102
	Iteration 64Q: 3 clusters Score -7649530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -7649544.000000 Penalty: 5281.204102
	Iteration 65Q: 3 clusters Score -7649544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7649541.500000 Penalty: 5281.204102
	Iteration 66Q: 3 clusters Score -7649542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7649541.500000 Penalty: 5281.204102
	Iteration 67F: 3 clusters Score -7649542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -262498.750000 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -262498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -260146.453125 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -260146.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -260740.250000 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -260740.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -261165.781250 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -261165.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -261409.984375 Penalty: 3674.330322
	Iteration 3F: 3 clusters Score -261410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -261634.015625 Penalty: 3674.330322
	Iteration 4F: 3 clusters Score -261634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -261794.562500 Penalty: 3674.330322
	Iteration 5F: 3 clusters Score -261794.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -261925.765625 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -261925.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -262015.890625 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -262015.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -262113.765625 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -262113.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262232.500000 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -262232.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -262283.562500 Penalty: 3674.330322
	Iteration 10Q: 3 clusters Score -262283.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -262338.937500 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -262338.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -262389.125000 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -262389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -262428.031250 Penalty: 3674.330322
	Iteration 13Q: 3 clusters Score -262428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -262467.968750 Penalty: 3674.330322
	Iteration 14Q: 3 clusters Score -262468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -262494.312500 Penalty: 3674.330322
	Iteration 15Q: 3 clusters Score -262494.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -262508.406250 Penalty: 3674.330322
	Iteration 16Q: 3 clusters Score -262508.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -262512.468750 Penalty: 3674.330322
	Iteration 17Q: 3 clusters Score -262512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -262516.937500 Penalty: 3674.330322
	Iteration 18Q: 3 clusters Score -262516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -262519.968750 Penalty: 3674.330322
	Iteration 19Q: 3 clusters Score -262520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -262527.000000 Penalty: 3674.330322
	Iteration 20F: 3 clusters Score -262527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -262534.750000 Penalty: 3674.330322
	Iteration 21Q: 3 clusters Score -262534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -262543.968750 Penalty: 3674.330322
	Iteration 22Q: 3 clusters Score -262544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -262552.625000 Penalty: 3674.330322
	Iteration 23Q: 3 clusters Score -262552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -262561.531250 Penalty: 3674.330322
	Iteration 24Q: 3 clusters Score -262561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -262567.656250 Penalty: 3674.330322
	Iteration 25Q: 3 clusters Score -262567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -262578.625000 Penalty: 3674.330322
	Iteration 26Q: 3 clusters Score -262578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -262594.625000 Penalty: 3674.330322
	Iteration 27Q: 3 clusters Score -262594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -262619.750000 Penalty: 3674.330322
	Iteration 28Q: 3 clusters Score -262619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -262647.593750 Penalty: 3674.330322
	Iteration 29Q: 3 clusters Score -262647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -262657.093750 Penalty: 3674.330322
	Iteration 30Q: 3 clusters Score -262657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -262661.781250 Penalty: 3674.330322
	Iteration 31Q: 3 clusters Score -262661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -262662.781250 Penalty: 3674.330322
	Iteration 32Q: 3 clusters Score -262662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -262663.343750 Penalty: 3674.330322
	Iteration 33Q: 3 clusters Score -262663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -262665.593750 Penalty: 3674.330322
	Iteration 34Q: 3 clusters Score -262665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -262665.593750 Penalty: 3674.330322
	Iteration 35F: 3 clusters Score -262665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 37869 members 
Mstep: Class 4 contains 50800 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 52446 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 47276 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 15069 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49583 members 
Mstep: Class 29 contains 51135 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50598 members 
Mstep: Class 32 contains 42831 members 
Mstep: Class 33 contains 53469 members 
Mstep: Class 34 contains 32330 members 
Mstep: Class 35 contains 48687 members 
Mstep: Class 36 contains 48675 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 399 members 
Entering Unmasked Estep 
Score: -196383392.000000 Penalty: 131281.953125
Splitting cluster 22 changes total score from -196385056.000000 to -196383392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (39510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Entering Unmasked Estep 
Score: -7133515.500000 Penalty: 2624.908447
	Iteration 0F: 2 clusters Score -7133516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7106800.500000 Penalty: 5249.816895
	Iteration 0F: 3 clusters Score -7106800 nChanged 18191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -7116878.000000 Penalty: 5249.816895
	Iteration 1F: 3 clusters Score -7116878 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -7117347.500000 Penalty: 5249.816895
	Iteration 2Q: 3 clusters Score -7117348 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -7117756.500000 Penalty: 5249.816895
	Iteration 3Q: 3 clusters Score -7117756 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -7118187.500000 Penalty: 5249.816895
	Iteration 4Q: 3 clusters Score -7118188 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -7118698.000000 Penalty: 5249.816895
	Iteration 5Q: 3 clusters Score -7118698 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -7119317.500000 Penalty: 5249.816895
	Iteration 6Q: 3 clusters Score -7119318 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -7120156.000000 Penalty: 5249.816895
	Iteration 7Q: 3 clusters Score -7120156 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -7121404.000000 Penalty: 5249.816895
	Iteration 8F: 3 clusters Score -7121404 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -7122861.500000 Penalty: 5249.816895
	Iteration 9F: 3 clusters Score -7122862 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -7124509.000000 Penalty: 5249.816895
	Iteration 10F: 3 clusters Score -7124509 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -7126086.000000 Penalty: 5249.816895
	Iteration 11F: 3 clusters Score -7126086 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -7127342.000000 Penalty: 5249.816895
	Iteration 12Q: 3 clusters Score -7127342 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -7128375.500000 Penalty: 5249.816895
	Iteration 13Q: 3 clusters Score -7128376 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7129131.000000 Penalty: 5249.816895
	Iteration 14Q: 3 clusters Score -7129131 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7129699.000000 Penalty: 5249.816895
	Iteration 15Q: 3 clusters Score -7129699 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7130130.000000 Penalty: 5249.816895
	Iteration 16Q: 3 clusters Score -7130130 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7130471.500000 Penalty: 5249.816895
	Iteration 17Q: 3 clusters Score -7130472 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7130712.500000 Penalty: 5249.816895
	Iteration 18Q: 3 clusters Score -7130712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7130857.500000 Penalty: 5249.816895
	Iteration 19Q: 3 clusters Score -7130858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7130947.500000 Penalty: 5249.816895
	Iteration 20F: 3 clusters Score -7130948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7131002.000000 Penalty: 5249.816895
	Iteration 21Q: 3 clusters Score -7131002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7131039.500000 Penalty: 5249.816895
	Iteration 22Q: 3 clusters Score -7131040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7131066.500000 Penalty: 5249.816895
	Iteration 23Q: 3 clusters Score -7131066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7131073.500000 Penalty: 5249.816895
	Iteration 24Q: 3 clusters Score -7131074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7131092.500000 Penalty: 5249.816895
	Iteration 25Q: 3 clusters Score -7131092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7131106.500000 Penalty: 5249.816895
	Iteration 26Q: 3 clusters Score -7131106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7131120.000000 Penalty: 5249.816895
	Iteration 27Q: 3 clusters Score -7131120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7131128.500000 Penalty: 5249.816895
	Iteration 28Q: 3 clusters Score -7131128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7131145.000000 Penalty: 5249.816895
	Iteration 29Q: 3 clusters Score -7131145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7131141.500000 Penalty: 5249.816895
	Iteration 30Q: 3 clusters Score -7131142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7131157.000000 Penalty: 5249.816895
	Iteration 31Q: 3 clusters Score -7131157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7131157.500000 Penalty: 5249.816895
	Iteration 32Q: 3 clusters Score -7131158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7131159.500000 Penalty: 5249.816895
	Iteration 33Q: 3 clusters Score -7131160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7131161.000000 Penalty: 5249.816895
	Iteration 34Q: 3 clusters Score -7131161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7131159.500000 Penalty: 5249.816895
	Iteration 35Q: 3 clusters Score -7131160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7131168.000000 Penalty: 5249.816895
	Iteration 36Q: 3 clusters Score -7131168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7131168.000000 Penalty: 5249.816895
	Iteration 37F: 3 clusters Score -7131168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -2048722.250000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -2048722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2040095.500000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -2040096 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2042646.500000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -2042646 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2043012.250000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -2043012 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2043273.750000 Penalty: 4641.474609
	Iteration 3F: 3 clusters Score -2043274 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2043515.875000 Penalty: 4641.474609
	Iteration 4Q: 3 clusters Score -2043516 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2043719.750000 Penalty: 4641.474609
	Iteration 5Q: 3 clusters Score -2043720 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2043896.500000 Penalty: 4641.474609
	Iteration 6Q: 3 clusters Score -2043896 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2044069.375000 Penalty: 4641.474609
	Iteration 7Q: 3 clusters Score -2044069 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2044277.750000 Penalty: 4641.474609
	Iteration 8Q: 3 clusters Score -2044278 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2044514.500000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -2044514 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2044753.375000 Penalty: 4641.474609
	Iteration 10Q: 3 clusters Score -2044753 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2045005.500000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -2045006 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2045242.875000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -2045243 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2045431.625000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -2045432 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2045599.000000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -2045599 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2045748.875000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -2045749 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2045875.250000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -2045875 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2045980.000000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -2045980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2046067.750000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -2046068 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2046145.000000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -2046145 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2046204.750000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -2046205 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2046270.750000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -2046271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2046320.000000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -2046320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2046368.625000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -2046369 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2046421.625000 Penalty: 4641.474609
	Iteration 24Q: 3 clusters Score -2046422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2046455.750000 Penalty: 4641.474609
	Iteration 25Q: 3 clusters Score -2046456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2046482.250000 Penalty: 4641.474609
	Iteration 26Q: 3 clusters Score -2046482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2046500.875000 Penalty: 4641.474609
	Iteration 27Q: 3 clusters Score -2046501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2046523.000000 Penalty: 4641.474609
	Iteration 28Q: 3 clusters Score -2046523 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2046548.000000 Penalty: 4641.474609
	Iteration 29Q: 3 clusters Score -2046548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2046560.000000 Penalty: 4641.474609
	Iteration 30Q: 3 clusters Score -2046560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2046572.000000 Penalty: 4641.474609
	Iteration 31Q: 3 clusters Score -2046572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2046579.625000 Penalty: 4641.474609
	Iteration 32Q: 3 clusters Score -2046580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2046591.125000 Penalty: 4641.474609
	Iteration 33Q: 3 clusters Score -2046591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2046601.500000 Penalty: 4641.474609
	Iteration 34Q: 3 clusters Score -2046602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2046613.750000 Penalty: 4641.474609
	Iteration 35Q: 3 clusters Score -2046614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2046622.625000 Penalty: 4641.474609
	Iteration 36Q: 3 clusters Score -2046623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2046629.500000 Penalty: 4641.474609
	Iteration 37Q: 3 clusters Score -2046630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2046638.875000 Penalty: 4641.474609
	Iteration 38Q: 3 clusters Score -2046639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2046652.000000 Penalty: 4641.474609
	Iteration 39Q: 3 clusters Score -2046652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2046659.500000 Penalty: 4641.474609
	Iteration 40F: 3 clusters Score -2046660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2046673.500000 Penalty: 4641.474609
	Iteration 41Q: 3 clusters Score -2046674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2046679.375000 Penalty: 4641.474609
	Iteration 42Q: 3 clusters Score -2046679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2046683.875000 Penalty: 4641.474609
	Iteration 43Q: 3 clusters Score -2046684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2046692.750000 Penalty: 4641.474609
	Iteration 44Q: 3 clusters Score -2046693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2046702.250000 Penalty: 4641.474609
	Iteration 45Q: 3 clusters Score -2046702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2046709.375000 Penalty: 4641.474609
	Iteration 46Q: 3 clusters Score -2046709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2046727.375000 Penalty: 4641.474609
	Iteration 47Q: 3 clusters Score -2046727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2046737.375000 Penalty: 4641.474609
	Iteration 48Q: 3 clusters Score -2046737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2046744.875000 Penalty: 4641.474609
	Iteration 49Q: 3 clusters Score -2046745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2046754.875000 Penalty: 4641.474609
	Iteration 50Q: 3 clusters Score -2046755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2046770.125000 Penalty: 4641.474609
	Iteration 51Q: 3 clusters Score -2046770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2046774.500000 Penalty: 4641.474609
	Iteration 52Q: 3 clusters Score -2046774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2046784.250000 Penalty: 4641.474609
	Iteration 53Q: 3 clusters Score -2046784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2046796.375000 Penalty: 4641.474609
	Iteration 54Q: 3 clusters Score -2046796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2046812.000000 Penalty: 4641.474609
	Iteration 55Q: 3 clusters Score -2046812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2046830.125000 Penalty: 4641.474609
	Iteration 56Q: 3 clusters Score -2046830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2046837.375000 Penalty: 4641.474609
	Iteration 57Q: 3 clusters Score -2046837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2046852.125000 Penalty: 4641.474609
	Iteration 58Q: 3 clusters Score -2046852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2046861.625000 Penalty: 4641.474609
	Iteration 59Q: 3 clusters Score -2046862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2046882.000000 Penalty: 4641.474609
	Iteration 60F: 3 clusters Score -2046882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2046895.000000 Penalty: 4641.474609
	Iteration 61Q: 3 clusters Score -2046895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2046906.125000 Penalty: 4641.474609
	Iteration 62Q: 3 clusters Score -2046906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2046911.375000 Penalty: 4641.474609
	Iteration 63Q: 3 clusters Score -2046911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2046920.875000 Penalty: 4641.474609
	Iteration 64Q: 3 clusters Score -2046921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2046929.375000 Penalty: 4641.474609
	Iteration 65Q: 3 clusters Score -2046929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2046934.750000 Penalty: 4641.474609
	Iteration 66Q: 3 clusters Score -2046935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2046938.750000 Penalty: 4641.474609
	Iteration 67Q: 3 clusters Score -2046939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2046945.875000 Penalty: 4641.474609
	Iteration 68Q: 3 clusters Score -2046946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2046952.375000 Penalty: 4641.474609
	Iteration 69Q: 3 clusters Score -2046952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2046957.500000 Penalty: 4641.474609
	Iteration 70Q: 3 clusters Score -2046958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2046964.250000 Penalty: 4641.474609
	Iteration 71Q: 3 clusters Score -2046964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2046973.500000 Penalty: 4641.474609
	Iteration 72Q: 3 clusters Score -2046974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2046976.000000 Penalty: 4641.474609
	Iteration 73Q: 3 clusters Score -2046976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2046984.375000 Penalty: 4641.474609
	Iteration 74Q: 3 clusters Score -2046984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2046984.250000 Penalty: 4641.474609
	Iteration 75Q: 3 clusters Score -2046984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2046986.125000 Penalty: 4641.474609
	Iteration 76Q: 3 clusters Score -2046986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2046991.625000 Penalty: 4641.474609
	Iteration 77Q: 3 clusters Score -2046992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2046996.750000 Penalty: 4641.474609
	Iteration 78Q: 3 clusters Score -2046997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2047002.250000 Penalty: 4641.474609
	Iteration 79Q: 3 clusters Score -2047002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2047006.250000 Penalty: 4641.474609
	Iteration 80F: 3 clusters Score -2047006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2047007.500000 Penalty: 4641.474609
	Iteration 81Q: 3 clusters Score -2047008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2047011.500000 Penalty: 4641.474609
	Iteration 82Q: 3 clusters Score -2047012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2047010.750000 Penalty: 4641.474609
	Iteration 83Q: 3 clusters Score -2047011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2047011.750000 Penalty: 4641.474609
	Iteration 84Q: 3 clusters Score -2047012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2047011.250000 Penalty: 4641.474609
	Iteration 85Q: 3 clusters Score -2047011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2047012.500000 Penalty: 4641.474609
	Iteration 86Q: 3 clusters Score -2047012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2047013.875000 Penalty: 4641.474609
	Iteration 87Q: 3 clusters Score -2047014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2047017.000000 Penalty: 4641.474609
	Iteration 88Q: 3 clusters Score -2047017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2047016.000000 Penalty: 4641.474609
	Iteration 89Q: 3 clusters Score -2047016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2047015.875000 Penalty: 4641.474609
	Iteration 90Q: 3 clusters Score -2047016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2047016.625000 Penalty: 4641.474609
	Iteration 91Q: 3 clusters Score -2047017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2047015.500000 Penalty: 4641.474609
	Iteration 92Q: 3 clusters Score -2047016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2047015.000000 Penalty: 4641.474609
	Iteration 93Q: 3 clusters Score -2047015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2047015.000000 Penalty: 4641.474609
	Iteration 94F: 3 clusters Score -2047015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -411987.937500 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -411987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -409113.062500 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -409113.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -409720.500000 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -409720.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -409902.281250 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -409902.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -410040.968750 Penalty: 3875.541260
	Iteration 3F: 3 clusters Score -410041 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -410146.531250 Penalty: 3875.541260
	Iteration 4Q: 3 clusters Score -410146.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -410237.000000 Penalty: 3875.541260
	Iteration 5Q: 3 clusters Score -410237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -410324.843750 Penalty: 3875.541260
	Iteration 6Q: 3 clusters Score -410324.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -410416.468750 Penalty: 3875.541260
	Iteration 7Q: 3 clusters Score -410416.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -410529.625000 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -410529.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -410641.531250 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -410641.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -410741.000000 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -410741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -410822.000000 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -410822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -410908.968750 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -410909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -410984.000000 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -410984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -411044.906250 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -411044.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -411092.343750 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -411092.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -411128.750000 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -411128.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -411152.125000 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -411152.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411170.906250 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -411170.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -411184.437500 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -411184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -411196.562500 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -411196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -411201.250000 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -411201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411203.937500 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -411203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -411204.000000 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -411204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411205.281250 Penalty: 3875.541260
	Iteration 24Q: 3 clusters Score -411205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411205.281250 Penalty: 3875.541260
	Iteration 25F: 3 clusters Score -411205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Entering Unmasked Estep 
Score: -2553719.750000 Penalty: 2385.857910
	Iteration 0F: 2 clusters Score -2553720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2542829.750000 Penalty: 4771.715820
	Iteration 0F: 3 clusters Score -2542830 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2546812.250000 Penalty: 4771.715820
	Iteration 1F: 3 clusters Score -2546812 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2547725.500000 Penalty: 4771.715820
	Iteration 2F: 3 clusters Score -2547726 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2548584.250000 Penalty: 4771.715820
	Iteration 3F: 3 clusters Score -2548584 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2549320.250000 Penalty: 4771.715820
	Iteration 4F: 3 clusters Score -2549320 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2549836.500000 Penalty: 4771.715820
	Iteration 5F: 3 clusters Score -2549836 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2550164.250000 Penalty: 4771.715820
	Iteration 6Q: 3 clusters Score -2550164 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2550400.000000 Penalty: 4771.715820
	Iteration 7Q: 3 clusters Score -2550400 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2550550.250000 Penalty: 4771.715820
	Iteration 8Q: 3 clusters Score -2550550 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2550657.750000 Penalty: 4771.715820
	Iteration 9Q: 3 clusters Score -2550658 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2550732.250000 Penalty: 4771.715820
	Iteration 10Q: 3 clusters Score -2550732 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2550808.750000 Penalty: 4771.715820
	Iteration 11Q: 3 clusters Score -2550809 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2550863.750000 Penalty: 4771.715820
	Iteration 12Q: 3 clusters Score -2550864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2550908.500000 Penalty: 4771.715820
	Iteration 13Q: 3 clusters Score -2550908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2550961.250000 Penalty: 4771.715820
	Iteration 14Q: 3 clusters Score -2550961 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2551006.250000 Penalty: 4771.715820
	Iteration 15Q: 3 clusters Score -2551006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2551033.250000 Penalty: 4771.715820
	Iteration 16Q: 3 clusters Score -2551033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2551061.750000 Penalty: 4771.715820
	Iteration 17Q: 3 clusters Score -2551062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2551076.750000 Penalty: 4771.715820
	Iteration 18Q: 3 clusters Score -2551077 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2551105.000000 Penalty: 4771.715820
	Iteration 19Q: 3 clusters Score -2551105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2551139.750000 Penalty: 4771.715820
	Iteration 20F: 3 clusters Score -2551140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2551164.250000 Penalty: 4771.715820
	Iteration 21Q: 3 clusters Score -2551164 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2551203.250000 Penalty: 4771.715820
	Iteration 22Q: 3 clusters Score -2551203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2551261.000000 Penalty: 4771.715820
	Iteration 23Q: 3 clusters Score -2551261 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2551326.750000 Penalty: 4771.715820
	Iteration 24Q: 3 clusters Score -2551327 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2551412.750000 Penalty: 4771.715820
	Iteration 25Q: 3 clusters Score -2551413 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2551490.250000 Penalty: 4771.715820
	Iteration 26Q: 3 clusters Score -2551490 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2551565.750000 Penalty: 4771.715820
	Iteration 27Q: 3 clusters Score -2551566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2551686.750000 Penalty: 4771.715820
	Iteration 28Q: 3 clusters Score -2551687 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2551816.250000 Penalty: 4771.715820
	Iteration 29Q: 3 clusters Score -2551816 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2551949.750000 Penalty: 4771.715820
	Iteration 30Q: 3 clusters Score -2551950 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2552117.500000 Penalty: 4771.715820
	Iteration 31Q: 3 clusters Score -2552118 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2552320.500000 Penalty: 4771.715820
	Iteration 32Q: 3 clusters Score -2552320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2552511.500000 Penalty: 4771.715820
	Iteration 33Q: 3 clusters Score -2552512 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2552705.750000 Penalty: 4771.715820
	Iteration 34Q: 3 clusters Score -2552706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2552841.750000 Penalty: 4771.715820
	Iteration 35Q: 3 clusters Score -2552842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2552902.000000 Penalty: 4771.715820
	Iteration 36Q: 3 clusters Score -2552902 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2552938.750000 Penalty: 4771.715820
	Iteration 37Q: 3 clusters Score -2552939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2552974.750000 Penalty: 4771.715820
	Iteration 38Q: 3 clusters Score -2552975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2552990.250000 Penalty: 4771.715820
	Iteration 39Q: 3 clusters Score -2552990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2553004.000000 Penalty: 4771.715820
	Iteration 40F: 3 clusters Score -2553004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2553013.250000 Penalty: 4771.715820
	Iteration 41Q: 3 clusters Score -2553013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2553022.250000 Penalty: 4771.715820
	Iteration 42Q: 3 clusters Score -2553022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2553023.250000 Penalty: 4771.715820
	Iteration 43Q: 3 clusters Score -2553023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2553026.500000 Penalty: 4771.715820
	Iteration 44Q: 3 clusters Score -2553026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2553024.000000 Penalty: 4771.715820
	Iteration 45Q: 3 clusters Score -2553024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2553029.250000 Penalty: 4771.715820
	Iteration 46Q: 3 clusters Score -2553029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2553023.750000 Penalty: 4771.715820
	Iteration 47Q: 3 clusters Score -2553024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2553027.250000 Penalty: 4771.715820
	Iteration 48Q: 3 clusters Score -2553027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2553036.750000 Penalty: 4771.715820
	Iteration 49Q: 3 clusters Score -2553037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2553039.750000 Penalty: 4771.715820
	Iteration 50Q: 3 clusters Score -2553040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2553040.500000 Penalty: 4771.715820
	Iteration 51Q: 3 clusters Score -2553040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2553039.000000 Penalty: 4771.715820
	Iteration 52Q: 3 clusters Score -2553039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2553037.000000 Penalty: 4771.715820
	Iteration 53Q: 3 clusters Score -2553037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2553037.000000 Penalty: 4771.715820
	Iteration 54F: 3 clusters Score -2553037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117262.984375 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117263 nChanged 277
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: -117747.476562 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117747.5 nChanged 91
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: -118033.953125 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118295.812500 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118295.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118565.867188 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -118565.9 nChanged 51
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: -118759.734375 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -118759.7 nChanged 38
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: -118934.164062 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118934.2 nChanged 35
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: -119044.375000 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -119044.4 nChanged 25
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: -119124.703125 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -119124.7 nChanged 20
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: -119197.179688 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -119197.2 nChanged 11
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: -119246.789062 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -119246.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119314.781250 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -119402.718750 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119402.7 nChanged 12
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: -119482.484375 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119482.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119542.054688 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119542.1 nChanged 4
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: -119549.859375 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119553.992188 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119554.984375 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119555.828125 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -119555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119569.960938 Penalty: 3419.756348
	Iteration 19F: 3 clusters Score -119570 nChanged 4
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: -119624.007812 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119638.679688 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -119638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119648.835938 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -119648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119655.953125 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -119656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119655.953125 Penalty: 3419.756348
	Iteration 24F: 3 clusters Score -119656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 37869 members 
Mstep: Class 4 contains 50800 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 52446 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 47276 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 15069 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 49583 members 
Mstep: Class 29 contains 51135 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50598 members 
Mstep: Class 32 contains 42831 members 
Mstep: Class 33 contains 53469 members 
Mstep: Class 34 contains 32330 members 
Mstep: Class 35 contains 48687 members 
Mstep: Class 36 contains 48675 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 453 members 
Entering Unmasked Estep 
Score: -196383760.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196385056.000000 to -196383760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (49583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Entering Unmasked Estep 
Score: -8822939.000000 Penalty: 2681.228027
	Iteration 0F: 2 clusters Score -8822939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -8791891.000000 Penalty: 5362.456055
	Iteration 0F: 3 clusters Score -8791891 nChanged 22981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8804358.000000 Penalty: 5362.456055
	Iteration 1F: 3 clusters Score -8804358 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -8804848.000000 Penalty: 5362.456055
	Iteration 2Q: 3 clusters Score -8804848 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8805362.000000 Penalty: 5362.456055
	Iteration 3Q: 3 clusters Score -8805362 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -8805820.000000 Penalty: 5362.456055
	Iteration 4Q: 3 clusters Score -8805820 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -8806242.000000 Penalty: 5362.456055
	Iteration 5Q: 3 clusters Score -8806242 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -8806867.000000 Penalty: 5362.456055
	Iteration 6Q: 3 clusters Score -8806867 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -8807693.000000 Penalty: 5362.456055
	Iteration 7Q: 3 clusters Score -8807693 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8808563.000000 Penalty: 5362.456055
	Iteration 8Q: 3 clusters Score -8808563 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -8809604.000000 Penalty: 5362.456055
	Iteration 9Q: 3 clusters Score -8809604 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -8810858.000000 Penalty: 5362.456055
	Iteration 10Q: 3 clusters Score -8810858 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -8812398.000000 Penalty: 5362.456055
	Iteration 11Q: 3 clusters Score -8812398 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -8813942.000000 Penalty: 5362.456055
	Iteration 12Q: 3 clusters Score -8813942 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -8815359.000000 Penalty: 5362.456055
	Iteration 13Q: 3 clusters Score -8815359 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -8816364.000000 Penalty: 5362.456055
	Iteration 14Q: 3 clusters Score -8816364 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -8816870.000000 Penalty: 5362.456055
	Iteration 15Q: 3 clusters Score -8816870 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -8817152.000000 Penalty: 5362.456055
	Iteration 16Q: 3 clusters Score -8817152 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -8817316.000000 Penalty: 5362.456055
	Iteration 17Q: 3 clusters Score -8817316 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -8817447.000000 Penalty: 5362.456055
	Iteration 18Q: 3 clusters Score -8817447 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -8817559.000000 Penalty: 5362.456055
	Iteration 19Q: 3 clusters Score -8817559 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8817656.000000 Penalty: 5362.456055
	Iteration 20F: 3 clusters Score -8817656 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -8817772.000000 Penalty: 5362.456055
	Iteration 21Q: 3 clusters Score -8817772 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -8817870.000000 Penalty: 5362.456055
	Iteration 22Q: 3 clusters Score -8817870 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8818012.000000 Penalty: 5362.456055
	Iteration 23Q: 3 clusters Score -8818012 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -8818134.000000 Penalty: 5362.456055
	Iteration 24Q: 3 clusters Score -8818134 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -8818219.000000 Penalty: 5362.456055
	Iteration 25Q: 3 clusters Score -8818219 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -8818341.000000 Penalty: 5362.456055
	Iteration 26Q: 3 clusters Score -8818341 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -8818446.000000 Penalty: 5362.456055
	Iteration 27Q: 3 clusters Score -8818446 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -8818621.000000 Penalty: 5362.456055
	Iteration 28Q: 3 clusters Score -8818621 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -8818736.000000 Penalty: 5362.456055
	Iteration 29Q: 3 clusters Score -8818736 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -8818924.000000 Penalty: 5362.456055
	Iteration 30Q: 3 clusters Score -8818924 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -8819085.000000 Penalty: 5362.456055
	Iteration 31Q: 3 clusters Score -8819085 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -8819251.000000 Penalty: 5362.456055
	Iteration 32Q: 3 clusters Score -8819251 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -8819340.000000 Penalty: 5362.456055
	Iteration 33Q: 3 clusters Score -8819340 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -8819437.000000 Penalty: 5362.456055
	Iteration 34Q: 3 clusters Score -8819437 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8819518.000000 Penalty: 5362.456055
	Iteration 35Q: 3 clusters Score -8819518 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8819652.000000 Penalty: 5362.456055
	Iteration 36Q: 3 clusters Score -8819652 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8819771.000000 Penalty: 5362.456055
	Iteration 37Q: 3 clusters Score -8819771 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8819901.000000 Penalty: 5362.456055
	Iteration 38Q: 3 clusters Score -8819901 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -8819979.000000 Penalty: 5362.456055
	Iteration 39Q: 3 clusters Score -8819979 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8820068.000000 Penalty: 5362.456055
	Iteration 40F: 3 clusters Score -8820068 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8820208.000000 Penalty: 5362.456055
	Iteration 41Q: 3 clusters Score -8820208 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8820300.000000 Penalty: 5362.456055
	Iteration 42Q: 3 clusters Score -8820300 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8820377.000000 Penalty: 5362.456055
	Iteration 43Q: 3 clusters Score -8820377 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8820423.000000 Penalty: 5362.456055
	Iteration 44Q: 3 clusters Score -8820423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8820440.000000 Penalty: 5362.456055
	Iteration 45Q: 3 clusters Score -8820440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8820491.000000 Penalty: 5362.456055
	Iteration 46Q: 3 clusters Score -8820491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8820499.000000 Penalty: 5362.456055
	Iteration 47Q: 3 clusters Score -8820499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8820518.000000 Penalty: 5362.456055
	Iteration 48Q: 3 clusters Score -8820518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8820555.000000 Penalty: 5362.456055
	Iteration 49Q: 3 clusters Score -8820555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8820572.000000 Penalty: 5362.456055
	Iteration 50Q: 3 clusters Score -8820572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8820591.000000 Penalty: 5362.456055
	Iteration 51Q: 3 clusters Score -8820591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8820632.000000 Penalty: 5362.456055
	Iteration 52Q: 3 clusters Score -8820632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8820646.000000 Penalty: 5362.456055
	Iteration 53Q: 3 clusters Score -8820646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8820645.000000 Penalty: 5362.456055
	Iteration 54Q: 3 clusters Score -8820645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8820660.000000 Penalty: 5362.456055
	Iteration 55Q: 3 clusters Score -8820660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8820682.000000 Penalty: 5362.456055
	Iteration 56Q: 3 clusters Score -8820682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8820699.000000 Penalty: 5362.456055
	Iteration 57Q: 3 clusters Score -8820699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8820714.000000 Penalty: 5362.456055
	Iteration 58Q: 3 clusters Score -8820714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8820712.000000 Penalty: 5362.456055
	Iteration 59Q: 3 clusters Score -8820712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8820713.000000 Penalty: 5362.456055
	Iteration 60F: 3 clusters Score -8820713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8820738.000000 Penalty: 5362.456055
	Iteration 61Q: 3 clusters Score -8820738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8820742.000000 Penalty: 5362.456055
	Iteration 62Q: 3 clusters Score -8820742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8820755.000000 Penalty: 5362.456055
	Iteration 63Q: 3 clusters Score -8820755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8820744.000000 Penalty: 5362.456055
	Iteration 64Q: 3 clusters Score -8820744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8820751.000000 Penalty: 5362.456055
	Iteration 65Q: 3 clusters Score -8820751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8820756.000000 Penalty: 5362.456055
	Iteration 66Q: 3 clusters Score -8820756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8820773.000000 Penalty: 5362.456055
	Iteration 67Q: 3 clusters Score -8820773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8820778.000000 Penalty: 5362.456055
	Iteration 68Q: 3 clusters Score -8820778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8820785.000000 Penalty: 5362.456055
	Iteration 69Q: 3 clusters Score -8820785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8820797.000000 Penalty: 5362.456055
	Iteration 70Q: 3 clusters Score -8820797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8820790.000000 Penalty: 5362.456055
	Iteration 71Q: 3 clusters Score -8820790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8820799.000000 Penalty: 5362.456055
	Iteration 72Q: 3 clusters Score -8820799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8820804.000000 Penalty: 5362.456055
	Iteration 73Q: 3 clusters Score -8820804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8820797.000000 Penalty: 5362.456055
	Iteration 74Q: 3 clusters Score -8820797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8820788.000000 Penalty: 5362.456055
	Iteration 75Q: 3 clusters Score -8820788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8820806.000000 Penalty: 5362.456055
	Iteration 76Q: 3 clusters Score -8820806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8820809.000000 Penalty: 5362.456055
	Iteration 77Q: 3 clusters Score -8820809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8820805.000000 Penalty: 5362.456055
	Iteration 78Q: 3 clusters Score -8820805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8820805.000000 Penalty: 5362.456055
	Iteration 79F: 3 clusters Score -8820805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Entering Unmasked Estep 
Score: -9212260.000000 Penalty: 2688.871582
	Iteration 0F: 2 clusters Score -9212260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -9181464.000000 Penalty: 5377.743164
	Iteration 0F: 3 clusters Score -9181464 nChanged 23441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -9194391.000000 Penalty: 5377.743164
	Iteration 1F: 3 clusters Score -9194391 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -9194923.000000 Penalty: 5377.743164
	Iteration 2Q: 3 clusters Score -9194923 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -9195509.000000 Penalty: 5377.743164
	Iteration 3Q: 3 clusters Score -9195509 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -9196298.000000 Penalty: 5377.743164
	Iteration 4Q: 3 clusters Score -9196298 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -9197494.000000 Penalty: 5377.743164
	Iteration 5Q: 3 clusters Score -9197494 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -9199394.000000 Penalty: 5377.743164
	Iteration 6F: 3 clusters Score -9199394 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -9202341.000000 Penalty: 5377.743164
	Iteration 7F: 3 clusters Score -9202341 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -9205580.000000 Penalty: 5377.743164
	Iteration 8F: 3 clusters Score -9205580 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -9207866.000000 Penalty: 5377.743164
	Iteration 9F: 3 clusters Score -9207866 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -9208954.000000 Penalty: 5377.743164
	Iteration 10Q: 3 clusters Score -9208954 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -9209482.000000 Penalty: 5377.743164
	Iteration 11Q: 3 clusters Score -9209482 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -9209737.000000 Penalty: 5377.743164
	Iteration 12Q: 3 clusters Score -9209737 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9209920.000000 Penalty: 5377.743164
	Iteration 13Q: 3 clusters Score -9209920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -9209992.000000 Penalty: 5377.743164
	Iteration 14Q: 3 clusters Score -9209992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -9210028.000000 Penalty: 5377.743164
	Iteration 15Q: 3 clusters Score -9210028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -9210047.000000 Penalty: 5377.743164
	Iteration 16Q: 3 clusters Score -9210047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -9210055.000000 Penalty: 5377.743164
	Iteration 17Q: 3 clusters Score -9210055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -9210062.000000 Penalty: 5377.743164
	Iteration 18Q: 3 clusters Score -9210062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -9210058.000000 Penalty: 5377.743164
	Iteration 19Q: 3 clusters Score -9210058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -9210059.000000 Penalty: 5377.743164
	Iteration 20F: 3 clusters Score -9210059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -9210062.000000 Penalty: 5377.743164
	Iteration 21Q: 3 clusters Score -9210062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -9210062.000000 Penalty: 5377.743164
	Iteration 22Q: 3 clusters Score -9210062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -9210064.000000 Penalty: 5377.743164
	Iteration 23Q: 3 clusters Score -9210064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -9210064.000000 Penalty: 5377.743164
	Iteration 24Q: 3 clusters Score -9210064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -9210063.000000 Penalty: 5377.743164
	Iteration 25Q: 3 clusters Score -9210063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -9210065.000000 Penalty: 5377.743164
	Iteration 26Q: 3 clusters Score -9210065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -9210059.000000 Penalty: 5377.743164
	Iteration 27Q: 3 clusters Score -9210059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -9210059.000000 Penalty: 5377.743164
	Iteration 28F: 3 clusters Score -9210059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -194835.296875 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -194835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -192772.015625 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -192772 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -193075.234375 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -193075.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -193152.015625 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -193152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -193231.000000 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -193231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -193299.812500 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -193299.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -193382.234375 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -193382.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -193459.796875 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -193459.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -193605.062500 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -193605.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -193692.281250 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -193692.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -193845.218750 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -193845.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -194065.015625 Penalty: 3500.290283
	Iteration 10F: 3 clusters Score -194065 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -194243.375000 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -194243.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -194472.625000 Penalty: 3500.290283
	Iteration 12F: 3 clusters Score -194472.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -194730.781250 Penalty: 3500.290283
	Iteration 13F: 3 clusters Score -194730.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -195004.015625 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -195004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -195232.156250 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -195232.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -195341.375000 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -195341.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -195383.421875 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -195383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -195407.062500 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -195407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -195422.703125 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -195422.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195436.171875 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -195436.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -195469.937500 Penalty: 3500.290283
	Iteration 21Q: 3 clusters Score -195469.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195547.828125 Penalty: 3500.290283
	Iteration 22Q: 3 clusters Score -195547.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195660.343750 Penalty: 3500.290283
	Iteration 23Q: 3 clusters Score -195660.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195704.890625 Penalty: 3500.290283
	Iteration 24Q: 3 clusters Score -195704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195717.109375 Penalty: 3500.290283
	Iteration 25Q: 3 clusters Score -195717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195727.390625 Penalty: 3500.290283
	Iteration 26Q: 3 clusters Score -195727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195727.390625 Penalty: 3500.290283
	Iteration 27F: 3 clusters Score -195727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 37869 members 
Mstep: Class 4 contains 50800 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 52446 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 47276 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 15069 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49583 members 
Mstep: Class 29 contains 51135 members 
Mstep: Class 30 contains 583 members 
Mstep: Class 31 contains 50598 members 
Mstep: Class 32 contains 42831 members 
Mstep: Class 33 contains 53469 members 
Mstep: Class 34 contains 32330 members 
Mstep: Class 35 contains 48687 members 
Mstep: Class 36 contains 48675 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 578 members 
Entering Unmasked Estep 
Score: -196383968.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196385056.000000 to -196383968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (50598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Entering Unmasked Estep 
Score: -9057897.000000 Penalty: 2686.253418
	Iteration 0F: 2 clusters Score -9057897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -9027456.000000 Penalty: 5372.506836
	Iteration 0F: 3 clusters Score -9027456 nChanged 23296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -9040910.000000 Penalty: 5372.506836
	Iteration 1F: 3 clusters Score -9040910 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -9042199.000000 Penalty: 5372.506836
	Iteration 2F: 3 clusters Score -9042199 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -9043986.000000 Penalty: 5372.506836
	Iteration 3F: 3 clusters Score -9043986 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -9046586.000000 Penalty: 5372.506836
	Iteration 4F: 3 clusters Score -9046586 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -9049883.000000 Penalty: 5372.506836
	Iteration 5F: 3 clusters Score -9049883 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -9053095.000000 Penalty: 5372.506836
	Iteration 6F: 3 clusters Score -9053095 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -9055328.000000 Penalty: 5372.506836
	Iteration 7F: 3 clusters Score -9055328 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -9056376.000000 Penalty: 5372.506836
	Iteration 8Q: 3 clusters Score -9056376 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -9056842.000000 Penalty: 5372.506836
	Iteration 9Q: 3 clusters Score -9056842 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -9056982.000000 Penalty: 5372.506836
	Iteration 10Q: 3 clusters Score -9056982 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -9057032.000000 Penalty: 5372.506836
	Iteration 11Q: 3 clusters Score -9057032 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -9057029.000000 Penalty: 5372.506836
	Iteration 12Q: 3 clusters Score -9057029 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -9057004.000000 Penalty: 5372.506836
	Iteration 13Q: 3 clusters Score -9057004 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -9056979.000000 Penalty: 5372.506836
	Iteration 14Q: 3 clusters Score -9056979 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -9056951.000000 Penalty: 5372.506836
	Iteration 15Q: 3 clusters Score -9056951 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9056928.000000 Penalty: 5372.506836
	Iteration 16Q: 3 clusters Score -9056928 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9056912.000000 Penalty: 5372.506836
	Iteration 17Q: 3 clusters Score -9056912 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9056883.000000 Penalty: 5372.506836
	Iteration 18Q: 3 clusters Score -9056883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9056839.000000 Penalty: 5372.506836
	Iteration 19Q: 3 clusters Score -9056839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -9056809.000000 Penalty: 5372.506836
	Iteration 20F: 3 clusters Score -9056809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9056803.000000 Penalty: 5372.506836
	Iteration 21Q: 3 clusters Score -9056803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9056781.000000 Penalty: 5372.506836
	Iteration 22Q: 3 clusters Score -9056781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -9056777.000000 Penalty: 5372.506836
	Iteration 23Q: 3 clusters Score -9056777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9056766.000000 Penalty: 5372.506836
	Iteration 24Q: 3 clusters Score -9056766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9056771.000000 Penalty: 5372.506836
	Iteration 25Q: 3 clusters Score -9056771 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9056743.000000 Penalty: 5372.506836
	Iteration 26Q: 3 clusters Score -9056743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -9056735.000000 Penalty: 5372.506836
	Iteration 27Q: 3 clusters Score -9056735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9056720.000000 Penalty: 5372.506836
	Iteration 28Q: 3 clusters Score -9056720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9056710.000000 Penalty: 5372.506836
	Iteration 29Q: 3 clusters Score -9056710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9056698.000000 Penalty: 5372.506836
	Iteration 30Q: 3 clusters Score -9056698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9056707.000000 Penalty: 5372.506836
	Iteration 31Q: 3 clusters Score -9056707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9056712.000000 Penalty: 5372.506836
	Iteration 32Q: 3 clusters Score -9056712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9056700.000000 Penalty: 5372.506836
	Iteration 33Q: 3 clusters Score -9056700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9056693.000000 Penalty: 5372.506836
	Iteration 34Q: 3 clusters Score -9056693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9056691.000000 Penalty: 5372.506836
	Iteration 35Q: 3 clusters Score -9056691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9056678.000000 Penalty: 5372.506836
	Iteration 36Q: 3 clusters Score -9056678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9056672.000000 Penalty: 5372.506836
	Iteration 37Q: 3 clusters Score -9056672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9056675.000000 Penalty: 5372.506836
	Iteration 38Q: 3 clusters Score -9056675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9056676.000000 Penalty: 5372.506836
	Iteration 39Q: 3 clusters Score -9056676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9056673.000000 Penalty: 5372.506836
	Iteration 40F: 3 clusters Score -9056673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9056672.000000 Penalty: 5372.506836
	Iteration 41Q: 3 clusters Score -9056672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9056673.000000 Penalty: 5372.506836
	Iteration 42Q: 3 clusters Score -9056673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9056668.000000 Penalty: 5372.506836
	Iteration 43Q: 3 clusters Score -9056668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9056667.000000 Penalty: 5372.506836
	Iteration 44Q: 3 clusters Score -9056667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9056668.000000 Penalty: 5372.506836
	Iteration 45Q: 3 clusters Score -9056668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9056668.000000 Penalty: 5372.506836
	Iteration 46Q: 3 clusters Score -9056668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9056666.000000 Penalty: 5372.506836
	Iteration 47Q: 3 clusters Score -9056666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9056660.000000 Penalty: 5372.506836
	Iteration 48Q: 3 clusters Score -9056660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9056662.000000 Penalty: 5372.506836
	Iteration 49Q: 3 clusters Score -9056662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9056663.000000 Penalty: 5372.506836
	Iteration 50Q: 3 clusters Score -9056663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9056662.000000 Penalty: 5372.506836
	Iteration 51Q: 3 clusters Score -9056662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9056662.000000 Penalty: 5372.506836
	Iteration 52Q: 3 clusters Score -9056662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9056664.000000 Penalty: 5372.506836
	Iteration 53Q: 3 clusters Score -9056664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9056665.000000 Penalty: 5372.506836
	Iteration 54Q: 3 clusters Score -9056665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9056659.000000 Penalty: 5372.506836
	Iteration 55Q: 3 clusters Score -9056659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9056670.000000 Penalty: 5372.506836
	Iteration 56Q: 3 clusters Score -9056670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9056668.000000 Penalty: 5372.506836
	Iteration 57Q: 3 clusters Score -9056668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9056660.000000 Penalty: 5372.506836
	Iteration 58Q: 3 clusters Score -9056660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9056660.000000 Penalty: 5372.506836
	Iteration 59Q: 3 clusters Score -9056660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9056653.000000 Penalty: 5372.506836
	Iteration 60F: 3 clusters Score -9056653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9056658.000000 Penalty: 5372.506836
	Iteration 61Q: 3 clusters Score -9056658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9056664.000000 Penalty: 5372.506836
	Iteration 62Q: 3 clusters Score -9056664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9056664.000000 Penalty: 5372.506836
	Iteration 63Q: 3 clusters Score -9056664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9056653.000000 Penalty: 5372.506836
	Iteration 64Q: 3 clusters Score -9056653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9056661.000000 Penalty: 5372.506836
	Iteration 65Q: 3 clusters Score -9056661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9056661.000000 Penalty: 5372.506836
	Iteration 66F: 3 clusters Score -9056661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (42831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Entering Unmasked Estep 
Score: -7693261.000000 Penalty: 2644.924316
	Iteration 0F: 2 clusters Score -7693261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -7664835.500000 Penalty: 5289.848633
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Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21182 members 
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Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 20992 members 
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Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22589 members 
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Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 19556 members 
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Mstep: Class 1 contains 24300 members 
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Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15483 members 
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Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12913 members 
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Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 12160 members 
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Mstep: Class 1 contains 31773 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8426 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34837 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7691592 nChanged 27
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7691600.500000 Penalty: 5289.848633
	Iteration 92Q: 3 clusters Score -7691600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7691593.500000 Penalty: 5289.848633
	Iteration 93Q: 3 clusters Score -7691594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7691604.000000 Penalty: 5289.848633
	Iteration 94Q: 3 clusters Score -7691604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7691592.500000 Penalty: 5289.848633
	Iteration 95Q: 3 clusters Score -7691592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7691599.000000 Penalty: 5289.848633
	Iteration 96Q: 3 clusters Score -7691599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7691595.000000 Penalty: 5289.848633
	Iteration 97Q: 3 clusters Score -7691595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7691591.000000 Penalty: 5289.848633
	Iteration 98Q: 3 clusters Score -7691591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7691586.000000 Penalty: 5289.848633
	Iteration 99Q: 3 clusters Score -7691586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7691586.500000 Penalty: 5289.848633
	Iteration 100F: 3 clusters Score -7691586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7691596.000000 Penalty: 5289.848633
	Iteration 101Q: 3 clusters Score -7691596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7691595.000000 Penalty: 5289.848633
	Iteration 102Q: 3 clusters Score -7691595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7691581.500000 Penalty: 5289.848633
	Iteration 103Q: 3 clusters Score -7691582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7691577.000000 Penalty: 5289.848633
	Iteration 104Q: 3 clusters Score -7691577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7691575.500000 Penalty: 5289.848633
	Iteration 105Q: 3 clusters Score -7691576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7691573.500000 Penalty: 5289.848633
	Iteration 106Q: 3 clusters Score -7691574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7691578.500000 Penalty: 5289.848633
	Iteration 107Q: 3 clusters Score -7691578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7691581.000000 Penalty: 5289.848633
	Iteration 108Q: 3 clusters Score -7691581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7691575.000000 Penalty: 5289.848633
	Iteration 109Q: 3 clusters Score -7691575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7691580.000000 Penalty: 5289.848633
	Iteration 110Q: 3 clusters Score -7691580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7691577.000000 Penalty: 5289.848633
	Iteration 111Q: 3 clusters Score -7691577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7691566.500000 Penalty: 5289.848633
	Iteration 112Q: 3 clusters Score -7691566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7691565.000000 Penalty: 5289.848633
	Iteration 113Q: 3 clusters Score -7691565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7691562.500000 Penalty: 5289.848633
	Iteration 114Q: 3 clusters Score -7691562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7691558.000000 Penalty: 5289.848633
	Iteration 115Q: 3 clusters Score -7691558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7691571.000000 Penalty: 5289.848633
	Iteration 116Q: 3 clusters Score -7691571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7691564.000000 Penalty: 5289.848633
	Iteration 117Q: 3 clusters Score -7691564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7691558.500000 Penalty: 5289.848633
	Iteration 118Q: 3 clusters Score -7691558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7691571.500000 Penalty: 5289.848633
	Iteration 119Q: 3 clusters Score -7691572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7691570.500000 Penalty: 5289.848633
	Iteration 120F: 3 clusters Score -7691570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7691576.000000 Penalty: 5289.848633
	Iteration 121Q: 3 clusters Score -7691576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7691575.500000 Penalty: 5289.848633
	Iteration 122Q: 3 clusters Score -7691576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7691584.000000 Penalty: 5289.848633
	Iteration 123Q: 3 clusters Score -7691584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7691581.000000 Penalty: 5289.848633
	Iteration 124Q: 3 clusters Score -7691581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -7691574.000000 Penalty: 5289.848633
	Iteration 125Q: 3 clusters Score -7691574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7691567.000000 Penalty: 5289.848633
	Iteration 126Q: 3 clusters Score -7691567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7691573.000000 Penalty: 5289.848633
	Iteration 127Q: 3 clusters Score -7691573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7691574.500000 Penalty: 5289.848633
	Iteration 128Q: 3 clusters Score -7691574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7691586.500000 Penalty: 5289.848633
	Iteration 129Q: 3 clusters Score -7691586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7691585.000000 Penalty: 5289.848633
	Iteration 130Q: 3 clusters Score -7691585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7691584.000000 Penalty: 5289.848633
	Iteration 131Q: 3 clusters Score -7691584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7691582.000000 Penalty: 5289.848633
	Iteration 132Q: 3 clusters Score -7691582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7691580.000000 Penalty: 5289.848633
	Iteration 133Q: 3 clusters Score -7691580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7691582.500000 Penalty: 5289.848633
	Iteration 134Q: 3 clusters Score -7691582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7691583.000000 Penalty: 5289.848633
	Iteration 135Q: 3 clusters Score -7691583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7691588.500000 Penalty: 5289.848633
	Iteration 136Q: 3 clusters Score -7691588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7691589.000000 Penalty: 5289.848633
	Iteration 137Q: 3 clusters Score -7691589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7691588.500000 Penalty: 5289.848633
	Iteration 138Q: 3 clusters Score -7691588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7691590.000000 Penalty: 5289.848633
	Iteration 139Q: 3 clusters Score -7691590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7691586.500000 Penalty: 5289.848633
	Iteration 140F: 3 clusters Score -7691586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (53469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Entering Unmasked Estep 
Score: -9455121.000000 Penalty: 2699.940430
	Iteration 0F: 2 clusters Score -9455121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -9421706.000000 Penalty: 5399.880859
	Iteration 0F: 3 clusters Score -9421706 nChanged 24728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -9435436.000000 Penalty: 5399.880859
	Iteration 1F: 3 clusters Score -9435436 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -9436010.000000 Penalty: 5399.880859
	Iteration 2Q: 3 clusters Score -9436010 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -9436572.000000 Penalty: 5399.880859
	Iteration 3Q: 3 clusters Score -9436572 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -9437260.000000 Penalty: 5399.880859
	Iteration 4Q: 3 clusters Score -9437260 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -9438247.000000 Penalty: 5399.880859
	Iteration 5Q: 3 clusters Score -9438247 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -9439738.000000 Penalty: 5399.880859
	Iteration 6F: 3 clusters Score -9439738 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -9441903.000000 Penalty: 5399.880859
	Iteration 7F: 3 clusters Score -9441903 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -9444891.000000 Penalty: 5399.880859
	Iteration 8F: 3 clusters Score -9444891 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -9448124.000000 Penalty: 5399.880859
	Iteration 9F: 3 clusters Score -9448124 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -9450470.000000 Penalty: 5399.880859
	Iteration 10F: 3 clusters Score -9450470 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9451890.000000 Penalty: 5399.880859
	Iteration 11Q: 3 clusters Score -9451890 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9452444.000000 Penalty: 5399.880859
	Iteration 12Q: 3 clusters Score -9452444 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9452685.000000 Penalty: 5399.880859
	Iteration 13Q: 3 clusters Score -9452685 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9452852.000000 Penalty: 5399.880859
	Iteration 14Q: 3 clusters Score -9452852 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9452915.000000 Penalty: 5399.880859
	Iteration 15Q: 3 clusters Score -9452915 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9452942.000000 Penalty: 5399.880859
	Iteration 16Q: 3 clusters Score -9452942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9452972.000000 Penalty: 5399.880859
	Iteration 17Q: 3 clusters Score -9452972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9452985.000000 Penalty: 5399.880859
	Iteration 18Q: 3 clusters Score -9452985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9452992.000000 Penalty: 5399.880859
	Iteration 19Q: 3 clusters Score -9452992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9453010.000000 Penalty: 5399.880859
	Iteration 20F: 3 clusters Score -9453010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9453026.000000 Penalty: 5399.880859
	Iteration 21Q: 3 clusters Score -9453026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9453042.000000 Penalty: 5399.880859
	Iteration 22Q: 3 clusters Score -9453042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9453047.000000 Penalty: 5399.880859
	Iteration 23Q: 3 clusters Score -9453047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9453044.000000 Penalty: 5399.880859
	Iteration 24Q: 3 clusters Score -9453044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9453042.000000 Penalty: 5399.880859
	Iteration 25Q: 3 clusters Score -9453042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9453042.000000 Penalty: 5399.880859
	Iteration 26F: 3 clusters Score -9453042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Entering Unmasked Estep 
Score: -5770572.500000 Penalty: 2575.170166
	Iteration 0F: 2 clusters Score -5770572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -5748586.000000 Penalty: 5150.340332
	Iteration 0F: 3 clusters Score -5748586 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -5756680.000000 Penalty: 5150.340332
	Iteration 1F: 3 clusters Score -5756680 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -5757364.500000 Penalty: 5150.340332
	Iteration 2F: 3 clusters Score -5757364 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5758198.500000 Penalty: 5150.340332
	Iteration 3F: 3 clusters Score -5758198 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -5759350.000000 Penalty: 5150.340332
	Iteration 4F: 3 clusters Score -5759350 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5760920.000000 Penalty: 5150.340332
	Iteration 5F: 3 clusters Score -5760920 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5762650.000000 Penalty: 5150.340332
	Iteration 6F: 3 clusters Score -5762650 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5764439.000000 Penalty: 5150.340332
	Iteration 7F: 3 clusters Score -5764439 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5766027.000000 Penalty: 5150.340332
	Iteration 8F: 3 clusters Score -5766027 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5767237.500000 Penalty: 5150.340332
	Iteration 9Q: 3 clusters Score -5767238 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -5767948.500000 Penalty: 5150.340332
	Iteration 10Q: 3 clusters Score -5767948 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5768330.500000 Penalty: 5150.340332
	Iteration 11Q: 3 clusters Score -5768330 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5768465.000000 Penalty: 5150.340332
	Iteration 12Q: 3 clusters Score -5768465 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5768522.500000 Penalty: 5150.340332
	Iteration 13Q: 3 clusters Score -5768522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5768593.000000 Penalty: 5150.340332
	Iteration 14Q: 3 clusters Score -5768593 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -5768627.000000 Penalty: 5150.340332
	Iteration 15Q: 3 clusters Score -5768627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5768674.000000 Penalty: 5150.340332
	Iteration 16Q: 3 clusters Score -5768674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -5768733.500000 Penalty: 5150.340332
	Iteration 17Q: 3 clusters Score -5768734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -5768763.000000 Penalty: 5150.340332
	Iteration 18Q: 3 clusters Score -5768763 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5768772.000000 Penalty: 5150.340332
	Iteration 19Q: 3 clusters Score -5768772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5768779.000000 Penalty: 5150.340332
	Iteration 20F: 3 clusters Score -5768779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -5768798.500000 Penalty: 5150.340332
	Iteration 21Q: 3 clusters Score -5768798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -5768804.500000 Penalty: 5150.340332
	Iteration 22Q: 3 clusters Score -5768804 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5768833.000000 Penalty: 5150.340332
	Iteration 23Q: 3 clusters Score -5768833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -5768835.500000 Penalty: 5150.340332
	Iteration 24Q: 3 clusters Score -5768836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5768862.000000 Penalty: 5150.340332
	Iteration 25Q: 3 clusters Score -5768862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5768868.000000 Penalty: 5150.340332
	Iteration 26Q: 3 clusters Score -5768868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5768871.000000 Penalty: 5150.340332
	Iteration 27Q: 3 clusters Score -5768871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5768880.000000 Penalty: 5150.340332
	Iteration 28Q: 3 clusters Score -5768880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5768882.500000 Penalty: 5150.340332
	Iteration 29Q: 3 clusters Score -5768882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -5768886.000000 Penalty: 5150.340332
	Iteration 30Q: 3 clusters Score -5768886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5768891.500000 Penalty: 5150.340332
	Iteration 31Q: 3 clusters Score -5768892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -5768893.000000 Penalty: 5150.340332
	Iteration 32Q: 3 clusters Score -5768893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5768895.500000 Penalty: 5150.340332
	Iteration 33Q: 3 clusters Score -5768896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5768908.000000 Penalty: 5150.340332
	Iteration 34Q: 3 clusters Score -5768908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5768917.500000 Penalty: 5150.340332
	Iteration 35Q: 3 clusters Score -5768918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -5768917.000000 Penalty: 5150.340332
	Iteration 36Q: 3 clusters Score -5768917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -5768929.000000 Penalty: 5150.340332
	Iteration 37Q: 3 clusters Score -5768929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5768932.000000 Penalty: 5150.340332
	Iteration 38Q: 3 clusters Score -5768932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5768952.000000 Penalty: 5150.340332
	Iteration 39Q: 3 clusters Score -5768952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5768939.500000 Penalty: 5150.340332
	Iteration 40F: 3 clusters Score -5768940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -5768955.000000 Penalty: 5150.340332
	Iteration 41Q: 3 clusters Score -5768955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5768955.000000 Penalty: 5150.340332
	Iteration 42Q: 3 clusters Score -5768955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -5768946.000000 Penalty: 5150.340332
	Iteration 43Q: 3 clusters Score -5768946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -5768950.500000 Penalty: 5150.340332
	Iteration 44Q: 3 clusters Score -5768950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5768955.000000 Penalty: 5150.340332
	Iteration 45Q: 3 clusters Score -5768955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -5768948.000000 Penalty: 5150.340332
	Iteration 46Q: 3 clusters Score -5768948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -5768945.500000 Penalty: 5150.340332
	Iteration 47Q: 3 clusters Score -5768946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5768953.000000 Penalty: 5150.340332
	Iteration 48Q: 3 clusters Score -5768953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -5768959.000000 Penalty: 5150.340332
	Iteration 49Q: 3 clusters Score -5768959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -5768959.000000 Penalty: 5150.340332
	Iteration 50Q: 3 clusters Score -5768959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5768966.500000 Penalty: 5150.340332
	Iteration 51Q: 3 clusters Score -5768966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -5768966.000000 Penalty: 5150.340332
	Iteration 52Q: 3 clusters Score -5768966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5768956.000000 Penalty: 5150.340332
	Iteration 53Q: 3 clusters Score -5768956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5768959.000000 Penalty: 5150.340332
	Iteration 54Q: 3 clusters Score -5768959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5768959.500000 Penalty: 5150.340332
	Iteration 55Q: 3 clusters Score -5768960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -5768964.000000 Penalty: 5150.340332
	Iteration 56Q: 3 clusters Score -5768964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -5768963.500000 Penalty: 5150.340332
	Iteration 57Q: 3 clusters Score -5768964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -5768963.000000 Penalty: 5150.340332
	Iteration 58Q: 3 clusters Score -5768963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -5768958.000000 Penalty: 5150.340332
	Iteration 59Q: 3 clusters Score -5768958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -5768966.500000 Penalty: 5150.340332
	Iteration 60F: 3 clusters Score -5768966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -5768972.000000 Penalty: 5150.340332
	Iteration 61Q: 3 clusters Score -5768972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5768966.000000 Penalty: 5150.340332
	Iteration 62Q: 3 clusters Score -5768966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -5768970.000000 Penalty: 5150.340332
	Iteration 63Q: 3 clusters Score -5768970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5768966.000000 Penalty: 5150.340332
	Iteration 64Q: 3 clusters Score -5768966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -5768970.500000 Penalty: 5150.340332
	Iteration 65Q: 3 clusters Score -5768970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -5768970.500000 Penalty: 5150.340332
	Iteration 66F: 3 clusters Score -5768970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (48687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Entering Unmasked Estep 
Score: -8672178.000000 Penalty: 2676.705566
	Iteration 0F: 2 clusters Score -8672178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8641198.000000 Penalty: 5353.411133
	Iteration 0F: 3 clusters Score -8641198 nChanged 22586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -8654017.000000 Penalty: 5353.411133
	Iteration 1F: 3 clusters Score -8654017 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -8654902.000000 Penalty: 5353.411133
	Iteration 2Q: 3 clusters Score -8654902 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -8656256.000000 Penalty: 5353.411133
	Iteration 3F: 3 clusters Score -8656256 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -8658206.000000 Penalty: 5353.411133
	Iteration 4F: 3 clusters Score -8658206 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -8660971.000000 Penalty: 5353.411133
	Iteration 5F: 3 clusters Score -8660971 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -8664075.000000 Penalty: 5353.411133
	Iteration 6F: 3 clusters Score -8664075 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -8667078.000000 Penalty: 5353.411133
	Iteration 7F: 3 clusters Score -8667078 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8669188.000000 Penalty: 5353.411133
	Iteration 8F: 3 clusters Score -8669188 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8670190.000000 Penalty: 5353.411133
	Iteration 9Q: 3 clusters Score -8670190 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8670637.000000 Penalty: 5353.411133
	Iteration 10Q: 3 clusters Score -8670637 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8670834.000000 Penalty: 5353.411133
	Iteration 11Q: 3 clusters Score -8670834 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8670960.000000 Penalty: 5353.411133
	Iteration 12Q: 3 clusters Score -8670960 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -8671009.000000 Penalty: 5353.411133
	Iteration 13Q: 3 clusters Score -8671009 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8671022.000000 Penalty: 5353.411133
	Iteration 14Q: 3 clusters Score -8671022 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8671041.000000 Penalty: 5353.411133
	Iteration 15Q: 3 clusters Score -8671041 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8671045.000000 Penalty: 5353.411133
	Iteration 16Q: 3 clusters Score -8671045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8671048.000000 Penalty: 5353.411133
	Iteration 17Q: 3 clusters Score -8671048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8671057.000000 Penalty: 5353.411133
	Iteration 18Q: 3 clusters Score -8671057 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8671061.000000 Penalty: 5353.411133
	Iteration 19Q: 3 clusters Score -8671061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -8671069.000000 Penalty: 5353.411133
	Iteration 20F: 3 clusters Score -8671069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -8671083.000000 Penalty: 5353.411133
	Iteration 21Q: 3 clusters Score -8671083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -8671054.000000 Penalty: 5353.411133
	Iteration 22Q: 3 clusters Score -8671054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8671051.000000 Penalty: 5353.411133
	Iteration 23Q: 3 clusters Score -8671051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8671050.000000 Penalty: 5353.411133
	Iteration 24Q: 3 clusters Score -8671050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -8671067.000000 Penalty: 5353.411133
	Iteration 25Q: 3 clusters Score -8671067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8671071.000000 Penalty: 5353.411133
	Iteration 26Q: 3 clusters Score -8671071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8671077.000000 Penalty: 5353.411133
	Iteration 27Q: 3 clusters Score -8671077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8671080.000000 Penalty: 5353.411133
	Iteration 28Q: 3 clusters Score -8671080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -8671081.000000 Penalty: 5353.411133
	Iteration 29Q: 3 clusters Score -8671081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8671071.000000 Penalty: 5353.411133
	Iteration 30Q: 3 clusters Score -8671071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -8671063.000000 Penalty: 5353.411133
	Iteration 31Q: 3 clusters Score -8671063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -8671069.000000 Penalty: 5353.411133
	Iteration 32Q: 3 clusters Score -8671069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -8671069.000000 Penalty: 5353.411133
	Iteration 33Q: 3 clusters Score -8671069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8671064.000000 Penalty: 5353.411133
	Iteration 34Q: 3 clusters Score -8671064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -8671065.000000 Penalty: 5353.411133
	Iteration 35Q: 3 clusters Score -8671065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8671065.000000 Penalty: 5353.411133
	Iteration 36Q: 3 clusters Score -8671065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -8671054.000000 Penalty: 5353.411133
	Iteration 37Q: 3 clusters Score -8671054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8671065.000000 Penalty: 5353.411133
	Iteration 38Q: 3 clusters Score -8671065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8671049.000000 Penalty: 5353.411133
	Iteration 39Q: 3 clusters Score -8671049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8671065.000000 Penalty: 5353.411133
	Iteration 40F: 3 clusters Score -8671065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -8671071.000000 Penalty: 5353.411133
	Iteration 41Q: 3 clusters Score -8671071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -8671081.000000 Penalty: 5353.411133
	Iteration 42Q: 3 clusters Score -8671081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8671081.000000 Penalty: 5353.411133
	Iteration 43Q: 3 clusters Score -8671081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -8671078.000000 Penalty: 5353.411133
	Iteration 44Q: 3 clusters Score -8671078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8671074.000000 Penalty: 5353.411133
	Iteration 45Q: 3 clusters Score -8671074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8671084.000000 Penalty: 5353.411133
	Iteration 46Q: 3 clusters Score -8671084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -8671074.000000 Penalty: 5353.411133
	Iteration 47Q: 3 clusters Score -8671074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -8671069.000000 Penalty: 5353.411133
	Iteration 48Q: 3 clusters Score -8671069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -8671067.000000 Penalty: 5353.411133
	Iteration 49Q: 3 clusters Score -8671067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -8671074.000000 Penalty: 5353.411133
	Iteration 50Q: 3 clusters Score -8671074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8671069.000000 Penalty: 5353.411133
	Iteration 51Q: 3 clusters Score -8671069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -8671073.000000 Penalty: 5353.411133
	Iteration 52Q: 3 clusters Score -8671073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8671072.000000 Penalty: 5353.411133
	Iteration 53Q: 3 clusters Score -8671072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8671073.000000 Penalty: 5353.411133
	Iteration 54Q: 3 clusters Score -8671073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8671064.000000 Penalty: 5353.411133
	Iteration 55Q: 3 clusters Score -8671064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8671063.000000 Penalty: 5353.411133
	Iteration 56Q: 3 clusters Score -8671063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8671061.000000 Penalty: 5353.411133
	Iteration 57Q: 3 clusters Score -8671061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8671066.000000 Penalty: 5353.411133
	Iteration 58Q: 3 clusters Score -8671066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -8671075.000000 Penalty: 5353.411133
	Iteration 59Q: 3 clusters Score -8671075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8671068.000000 Penalty: 5353.411133
	Iteration 60F: 3 clusters Score -8671068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -8671071.000000 Penalty: 5353.411133
	Iteration 61Q: 3 clusters Score -8671071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8671073.000000 Penalty: 5353.411133
	Iteration 62Q: 3 clusters Score -8671073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8671077.000000 Penalty: 5353.411133
	Iteration 63Q: 3 clusters Score -8671077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -8671088.000000 Penalty: 5353.411133
	Iteration 64Q: 3 clusters Score -8671088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8671074.000000 Penalty: 5353.411133
	Iteration 65Q: 3 clusters Score -8671074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8671074.000000 Penalty: 5353.411133
	Iteration 66F: 3 clusters Score -8671074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (48675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Entering Unmasked Estep 
Score: -8831276.000000 Penalty: 2676.644531
	Iteration 0F: 2 clusters Score -8831276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -8800839.000000 Penalty: 5353.289062
	Iteration 0F: 3 clusters Score -8800839 nChanged 22442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -8813438.000000 Penalty: 5353.289062
	Iteration 1F: 3 clusters Score -8813438 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -8814122.000000 Penalty: 5353.289062
	Iteration 2Q: 3 clusters Score -8814122 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -8814939.000000 Penalty: 5353.289062
	Iteration 3Q: 3 clusters Score -8814939 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -8816285.000000 Penalty: 5353.289062
	Iteration 4F: 3 clusters Score -8816285 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -8818253.000000 Penalty: 5353.289062
	Iteration 5F: 3 clusters Score -8818253 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -8820939.000000 Penalty: 5353.289062
	Iteration 6F: 3 clusters Score -8820939 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -8824184.000000 Penalty: 5353.289062
	Iteration 7F: 3 clusters Score -8824184 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8826373.000000 Penalty: 5353.289062
	Iteration 8F: 3 clusters Score -8826373 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8827855.000000 Penalty: 5353.289062
	Iteration 9Q: 3 clusters Score -8827855 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -8828731.000000 Penalty: 5353.289062
	Iteration 10Q: 3 clusters Score -8828731 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -8829198.000000 Penalty: 5353.289062
	Iteration 11Q: 3 clusters Score -8829198 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -8829358.000000 Penalty: 5353.289062
	Iteration 12Q: 3 clusters Score -8829358 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8829476.000000 Penalty: 5353.289062
	Iteration 13Q: 3 clusters Score -8829476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -8829537.000000 Penalty: 5353.289062
	Iteration 14Q: 3 clusters Score -8829537 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -8829590.000000 Penalty: 5353.289062
	Iteration 15Q: 3 clusters Score -8829590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -8829633.000000 Penalty: 5353.289062
	Iteration 16Q: 3 clusters Score -8829633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -8829675.000000 Penalty: 5353.289062
	Iteration 17Q: 3 clusters Score -8829675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8829705.000000 Penalty: 5353.289062
	Iteration 18Q: 3 clusters Score -8829705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8829729.000000 Penalty: 5353.289062
	Iteration 19Q: 3 clusters Score -8829729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8829738.000000 Penalty: 5353.289062
	Iteration 20F: 3 clusters Score -8829738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8829751.000000 Penalty: 5353.289062
	Iteration 21Q: 3 clusters Score -8829751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -8829764.000000 Penalty: 5353.289062
	Iteration 22Q: 3 clusters Score -8829764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8829764.000000 Penalty: 5353.289062
	Iteration 23Q: 3 clusters Score -8829764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8829768.000000 Penalty: 5353.289062
	Iteration 24Q: 3 clusters Score -8829768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -8829774.000000 Penalty: 5353.289062
	Iteration 25Q: 3 clusters Score -8829774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -8829781.000000 Penalty: 5353.289062
	Iteration 26Q: 3 clusters Score -8829781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -8829782.000000 Penalty: 5353.289062
	Iteration 27Q: 3 clusters Score -8829782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -8829779.000000 Penalty: 5353.289062
	Iteration 28Q: 3 clusters Score -8829779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -8829784.000000 Penalty: 5353.289062
	Iteration 29Q: 3 clusters Score -8829784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 5353.289062
	Iteration 30Q: 3 clusters Score -8829780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -8829783.000000 Penalty: 5353.289062
	Iteration 31Q: 3 clusters Score -8829783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -8829793.000000 Penalty: 5353.289062
	Iteration 32Q: 3 clusters Score -8829793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -8829795.000000 Penalty: 5353.289062
	Iteration 33Q: 3 clusters Score -8829795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -8829794.000000 Penalty: 5353.289062
	Iteration 34Q: 3 clusters Score -8829794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -8829787.000000 Penalty: 5353.289062
	Iteration 35Q: 3 clusters Score -8829787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -8829790.000000 Penalty: 5353.289062
	Iteration 36Q: 3 clusters Score -8829790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -8829788.000000 Penalty: 5353.289062
	Iteration 37Q: 3 clusters Score -8829788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -8829788.000000 Penalty: 5353.289062
	Iteration 38F: 3 clusters Score -8829788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -163385.140625 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -163385.1 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 586 members 
Entering Unmasked Estep 
Score: -161448.656250 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -161448.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161986.968750 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -161987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162157.125000 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -162157.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162323.015625 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -162323 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162575.984375 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -162576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -162928.640625 Penalty: 3494.705078
	Iteration 5F: 3 clusters Score -162928.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163193.765625 Penalty: 3494.705078
	Iteration 6F: 3 clusters Score -163193.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163469.500000 Penalty: 3494.705078
	Iteration 7F: 3 clusters Score -163469.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -163762.843750 Penalty: 3494.705078
	Iteration 8F: 3 clusters Score -163762.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163949.843750 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -163949.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -164059.046875 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -164059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164135.546875 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -164135.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164250.234375 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -164250.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -164302.406250 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -164302.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164329.781250 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -164329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164339.187500 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -164339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -164344.078125 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -164344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -164345.609375 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -164345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -164345.609375 Penalty: 3494.705078
	Iteration 18F: 3 clusters Score -164345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 37869 members 
Mstep: Class 4 contains 50800 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 52446 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 47276 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 15069 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49583 members 
Mstep: Class 29 contains 51135 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50598 members 
Mstep: Class 32 contains 42831 members 
Mstep: Class 33 contains 53469 members 
Mstep: Class 34 contains 32330 members 
Mstep: Class 35 contains 48687 members 
Mstep: Class 36 contains 48675 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 652 members 
Entering Unmasked Estep 
Score: -196383856.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196385056.000000 to -196383856.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 37869 members 
Mstep: Class 4 contains 50800 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 52446 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 47276 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 15069 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49583 members 
Mstep: Class 29 contains 51135 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50598 members 
Mstep: Class 32 contains 42831 members 
Mstep: Class 33 contains 53469 members 
Mstep: Class 34 contains 32330 members 
Mstep: Class 35 contains 48687 members 
Mstep: Class 36 contains 48675 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196384912.000000 Penalty: 127827.164062
Iteration 119Q: 38 clusters Score -1.963849e+08 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 39621 members 
Mstep: Class 3 contains 37751 members 
Mstep: Class 4 contains 50707 members 
Mstep: Class 5 contains 54152 members 
Mstep: Class 6 contains 29073 members 
Mstep: Class 7 contains 25263 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 44758 members 
Mstep: Class 10 contains 17172 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 52683 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 17186 members 
Mstep: Class 16 contains 42957 members 
Mstep: Class 17 contains 47364 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 47000 members 
Mstep: Class 20 contains 51784 members 
Mstep: Class 21 contains 42099 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39462 members 
Mstep: Class 24 contains 11593 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 15085 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49362 members 
Mstep: Class 29 contains 51506 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50500 members 
Mstep: Class 32 contains 42803 members 
Mstep: Class 33 contains 53446 members 
Mstep: Class 34 contains 32376 members 
Mstep: Class 35 contains 48779 members 
Mstep: Class 36 contains 48637 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385056.000000 Penalty: 127827.164062
Iteration 120F: 38 clusters Score -1.963851e+08 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 39641 members 
Mstep: Class 3 contains 37629 members 
Mstep: Class 4 contains 50611 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 29025 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 17155 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6545 members 
Mstep: Class 13 contains 52949 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 17170 members 
Mstep: Class 16 contains 42950 members 
Mstep: Class 17 contains 47456 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 46986 members 
Mstep: Class 20 contains 51853 members 
Mstep: Class 21 contains 42103 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39465 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15083 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49305 members 
Mstep: Class 29 contains 51602 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 50413 members 
Mstep: Class 32 contains 42758 members 
Mstep: Class 33 contains 53423 members 
Mstep: Class 34 contains 32432 members 
Mstep: Class 35 contains 48867 members 
Mstep: Class 36 contains 48587 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385680.000000 Penalty: 127827.164062
Iteration 121Q: 38 clusters Score -1.963857e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 39635 members 
Mstep: Class 3 contains 37509 members 
Mstep: Class 4 contains 50531 members 
Mstep: Class 5 contains 54539 members 
Mstep: Class 6 contains 28958 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 44642 members 
Mstep: Class 10 contains 17131 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6551 members 
Mstep: Class 13 contains 53246 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 17153 members 
Mstep: Class 16 contains 42947 members 
Mstep: Class 17 contains 47534 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 47007 members 
Mstep: Class 20 contains 51912 members 
Mstep: Class 21 contains 42123 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39526 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15073 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49225 members 
Mstep: Class 29 contains 51614 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 50316 members 
Mstep: Class 32 contains 42738 members 
Mstep: Class 33 contains 53394 members 
Mstep: Class 34 contains 32480 members 
Mstep: Class 35 contains 48951 members 
Mstep: Class 36 contains 48574 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385232.000000 Penalty: 127827.164062
Iteration 122Q: 38 clusters Score -1.963852e+08 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 39606 members 
Mstep: Class 3 contains 37387 members 
Mstep: Class 4 contains 50446 members 
Mstep: Class 5 contains 54723 members 
Mstep: Class 6 contains 28905 members 
Mstep: Class 7 contains 25220 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 44598 members 
Mstep: Class 10 contains 17125 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6567 members 
Mstep: Class 13 contains 53483 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 42948 members 
Mstep: Class 17 contains 47638 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 47024 members 
Mstep: Class 20 contains 51989 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39647 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15069 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49181 members 
Mstep: Class 29 contains 51623 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 50253 members 
Mstep: Class 32 contains 42715 members 
Mstep: Class 33 contains 53363 members 
Mstep: Class 34 contains 32523 members 
Mstep: Class 35 contains 49049 members 
Mstep: Class 36 contains 48484 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385152.000000 Penalty: 127827.164062
Iteration 123Q: 38 clusters Score -1.963852e+08 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 39636 members 
Mstep: Class 3 contains 37279 members 
Mstep: Class 4 contains 50345 members 
Mstep: Class 5 contains 54875 members 
Mstep: Class 6 contains 28841 members 
Mstep: Class 7 contains 25208 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 44543 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 53688 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 17117 members 
Mstep: Class 16 contains 42938 members 
Mstep: Class 17 contains 47701 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 46994 members 
Mstep: Class 20 contains 52065 members 
Mstep: Class 21 contains 42126 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 39833 members 
Mstep: Class 24 contains 11553 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15060 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49130 members 
Mstep: Class 29 contains 51629 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 50151 members 
Mstep: Class 32 contains 42683 members 
Mstep: Class 33 contains 53331 members 
Mstep: Class 34 contains 32565 members 
Mstep: Class 35 contains 49139 members 
Mstep: Class 36 contains 48461 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385920.000000 Penalty: 127827.164062
Iteration 124Q: 38 clusters Score -1.963859e+08 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 39629 members 
Mstep: Class 3 contains 37178 members 
Mstep: Class 4 contains 50258 members 
Mstep: Class 5 contains 55050 members 
Mstep: Class 6 contains 28786 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 44482 members 
Mstep: Class 10 contains 17092 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 53867 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 17105 members 
Mstep: Class 16 contains 42914 members 
Mstep: Class 17 contains 47772 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 46952 members 
Mstep: Class 20 contains 52164 members 
Mstep: Class 21 contains 42137 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40068 members 
Mstep: Class 24 contains 11552 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15062 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49149 members 
Mstep: Class 29 contains 51568 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 50073 members 
Mstep: Class 32 contains 42648 members 
Mstep: Class 33 contains 53310 members 
Mstep: Class 34 contains 32591 members 
Mstep: Class 35 contains 49209 members 
Mstep: Class 36 contains 48441 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196385600.000000 Penalty: 127827.164062
Iteration 125Q: 38 clusters Score -1.963856e+08 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 39620 members 
Mstep: Class 3 contains 37093 members 
Mstep: Class 4 contains 50160 members 
Mstep: Class 5 contains 55178 members 
Mstep: Class 6 contains 28735 members 
Mstep: Class 7 contains 25185 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 44419 members 
Mstep: Class 10 contains 17076 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42894 members 
Mstep: Class 17 contains 47876 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 46916 members 
Mstep: Class 20 contains 52192 members 
Mstep: Class 21 contains 42185 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40335 members 
Mstep: Class 24 contains 11551 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15065 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49190 members 
Mstep: Class 29 contains 51510 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 50004 members 
Mstep: Class 32 contains 42598 members 
Mstep: Class 33 contains 53276 members 
Mstep: Class 34 contains 32605 members 
Mstep: Class 35 contains 49251 members 
Mstep: Class 36 contains 48400 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386224.000000 Penalty: 127827.164062
Iteration 126Q: 38 clusters Score -1.963862e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 39625 members 
Mstep: Class 3 contains 36997 members 
Mstep: Class 4 contains 50058 members 
Mstep: Class 5 contains 55287 members 
Mstep: Class 6 contains 28682 members 
Mstep: Class 7 contains 25168 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 17059 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6561 members 
Mstep: Class 13 contains 54247 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 42879 members 
Mstep: Class 17 contains 47978 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 46870 members 
Mstep: Class 20 contains 52213 members 
Mstep: Class 21 contains 42274 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40631 members 
Mstep: Class 24 contains 11543 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15096 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49204 members 
Mstep: Class 29 contains 51442 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49948 members 
Mstep: Class 32 contains 42545 members 
Mstep: Class 33 contains 53217 members 
Mstep: Class 34 contains 32638 members 
Mstep: Class 35 contains 49290 members 
Mstep: Class 36 contains 48390 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386448.000000 Penalty: 127827.164062
Iteration 127Q: 38 clusters Score -1.963864e+08 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 39619 members 
Mstep: Class 3 contains 36909 members 
Mstep: Class 4 contains 49962 members 
Mstep: Class 5 contains 55392 members 
Mstep: Class 6 contains 28630 members 
Mstep: Class 7 contains 25152 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 44310 members 
Mstep: Class 10 contains 17030 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 54353 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 42861 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 46802 members 
Mstep: Class 20 contains 52226 members 
Mstep: Class 21 contains 42382 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 40994 members 
Mstep: Class 24 contains 11539 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15115 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49198 members 
Mstep: Class 29 contains 51424 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49897 members 
Mstep: Class 32 contains 42530 members 
Mstep: Class 33 contains 53210 members 
Mstep: Class 34 contains 32681 members 
Mstep: Class 35 contains 49337 members 
Mstep: Class 36 contains 48354 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386368.000000 Penalty: 127827.164062
Iteration 128Q: 38 clusters Score -1.963864e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 39631 members 
Mstep: Class 3 contains 36795 members 
Mstep: Class 4 contains 49882 members 
Mstep: Class 5 contains 55414 members 
Mstep: Class 6 contains 28595 members 
Mstep: Class 7 contains 25133 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 44234 members 
Mstep: Class 10 contains 17003 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 13 contains 54401 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 42853 members 
Mstep: Class 17 contains 48099 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 46776 members 
Mstep: Class 20 contains 52276 members 
Mstep: Class 21 contains 42497 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 41429 members 
Mstep: Class 24 contains 11536 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15124 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49186 members 
Mstep: Class 29 contains 51415 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49829 members 
Mstep: Class 32 contains 42497 members 
Mstep: Class 33 contains 53223 members 
Mstep: Class 34 contains 32715 members 
Mstep: Class 35 contains 49395 members 
Mstep: Class 36 contains 48302 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386336.000000 Penalty: 127827.164062
Iteration 129Q: 38 clusters Score -1.963863e+08 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 39608 members 
Mstep: Class 3 contains 36654 members 
Mstep: Class 4 contains 49796 members 
Mstep: Class 5 contains 55463 members 
Mstep: Class 6 contains 28586 members 
Mstep: Class 7 contains 25115 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 44165 members 
Mstep: Class 10 contains 16987 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 54464 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 42848 members 
Mstep: Class 17 contains 48195 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 46747 members 
Mstep: Class 20 contains 52289 members 
Mstep: Class 21 contains 42643 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 41859 members 
Mstep: Class 24 contains 11533 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 15122 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49171 members 
Mstep: Class 29 contains 51404 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49752 members 
Mstep: Class 32 contains 42479 members 
Mstep: Class 33 contains 53199 members 
Mstep: Class 34 contains 32757 members 
Mstep: Class 35 contains 49472 members 
Mstep: Class 36 contains 48248 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386432.000000 Penalty: 127827.164062
Iteration 130Q: 38 clusters Score -1.963864e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 39603 members 
Mstep: Class 3 contains 36501 members 
Mstep: Class 4 contains 49715 members 
Mstep: Class 5 contains 55482 members 
Mstep: Class 6 contains 28569 members 
Mstep: Class 7 contains 25110 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 44108 members 
Mstep: Class 10 contains 16983 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6541 members 
Mstep: Class 13 contains 54546 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 42837 members 
Mstep: Class 17 contains 48242 members 
Mstep: Class 18 contains 4465 members 
Mstep: Class 19 contains 46731 members 
Mstep: Class 20 contains 52314 members 
Mstep: Class 21 contains 42826 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 42282 members 
Mstep: Class 24 contains 11530 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 15123 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49175 members 
Mstep: Class 29 contains 51358 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49698 members 
Mstep: Class 32 contains 42491 members 
Mstep: Class 33 contains 53194 members 
Mstep: Class 34 contains 32787 members 
Mstep: Class 35 contains 49500 members 
Mstep: Class 36 contains 48179 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196386848.000000 Penalty: 127827.164062
Iteration 131Q: 38 clusters Score -1.963868e+08 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 39612 members 
Mstep: Class 3 contains 36367 members 
Mstep: Class 4 contains 49653 members 
Mstep: Class 5 contains 55514 members 
Mstep: Class 6 contains 28561 members 
Mstep: Class 7 contains 25104 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 16972 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 54583 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 42822 members 
Mstep: Class 17 contains 48248 members 
Mstep: Class 18 contains 4460 members 
Mstep: Class 19 contains 46733 members 
Mstep: Class 20 contains 52373 members 
Mstep: Class 21 contains 43009 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 42679 members 
Mstep: Class 24 contains 11513 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 15128 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49154 members 
Mstep: Class 29 contains 51350 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49648 members 
Mstep: Class 32 contains 42506 members 
Mstep: Class 33 contains 53172 members 
Mstep: Class 34 contains 32815 members 
Mstep: Class 35 contains 49517 members 
Mstep: Class 36 contains 48116 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196387024.000000 Penalty: 127827.164062
Iteration 132Q: 38 clusters Score -1.96387e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 39620 members 
Mstep: Class 3 contains 36240 members 
Mstep: Class 4 contains 49590 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 28554 members 
Mstep: Class 7 contains 25089 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 16955 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 54603 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 42809 members 
Mstep: Class 17 contains 48291 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 46745 members 
Mstep: Class 20 contains 52408 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 43083 members 
Mstep: Class 24 contains 11502 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 15139 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49137 members 
Mstep: Class 29 contains 51333 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49609 members 
Mstep: Class 32 contains 42504 members 
Mstep: Class 33 contains 53151 members 
Mstep: Class 34 contains 32840 members 
Mstep: Class 35 contains 49543 members 
Mstep: Class 36 contains 48100 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196387648.000000 Penalty: 127827.164062
Iteration 133Q: 38 clusters Score -1.963876e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 39633 members 
Mstep: Class 3 contains 36087 members 
Mstep: Class 4 contains 49532 members 
Mstep: Class 5 contains 55331 members 
Mstep: Class 6 contains 28555 members 
Mstep: Class 7 contains 25088 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 43935 members 
Mstep: Class 10 contains 16947 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 54607 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 42793 members 
Mstep: Class 17 contains 48348 members 
Mstep: Class 18 contains 4478 members 
Mstep: Class 19 contains 46762 members 
Mstep: Class 20 contains 52436 members 
Mstep: Class 21 contains 43361 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 43451 members 
Mstep: Class 24 contains 11497 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15139 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49106 members 
Mstep: Class 29 contains 51344 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49591 members 
Mstep: Class 32 contains 42480 members 
Mstep: Class 33 contains 53129 members 
Mstep: Class 34 contains 32873 members 
Mstep: Class 35 contains 49579 members 
Mstep: Class 36 contains 48065 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388096.000000 Penalty: 127827.164062
Iteration 134Q: 38 clusters Score -1.963881e+08 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 39660 members 
Mstep: Class 3 contains 35947 members 
Mstep: Class 4 contains 49475 members 
Mstep: Class 5 contains 55263 members 
Mstep: Class 6 contains 28573 members 
Mstep: Class 7 contains 25080 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 43867 members 
Mstep: Class 10 contains 16947 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 54546 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 42788 members 
Mstep: Class 17 contains 48359 members 
Mstep: Class 18 contains 4478 members 
Mstep: Class 19 contains 46793 members 
Mstep: Class 20 contains 52455 members 
Mstep: Class 21 contains 43536 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 43770 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15132 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49079 members 
Mstep: Class 29 contains 51336 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49594 members 
Mstep: Class 32 contains 42464 members 
Mstep: Class 33 contains 53121 members 
Mstep: Class 34 contains 32894 members 
Mstep: Class 35 contains 49588 members 
Mstep: Class 36 contains 48046 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388496.000000 Penalty: 127827.164062
Iteration 135Q: 38 clusters Score -1.963885e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 39693 members 
Mstep: Class 3 contains 35805 members 
Mstep: Class 4 contains 49429 members 
Mstep: Class 5 contains 55183 members 
Mstep: Class 6 contains 28586 members 
Mstep: Class 7 contains 25071 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 43821 members 
Mstep: Class 10 contains 16934 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 54420 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42777 members 
Mstep: Class 17 contains 48358 members 
Mstep: Class 18 contains 4482 members 
Mstep: Class 19 contains 46810 members 
Mstep: Class 20 contains 52507 members 
Mstep: Class 21 contains 43720 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44031 members 
Mstep: Class 24 contains 11478 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15135 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49052 members 
Mstep: Class 29 contains 51341 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49590 members 
Mstep: Class 32 contains 42453 members 
Mstep: Class 33 contains 53126 members 
Mstep: Class 34 contains 32916 members 
Mstep: Class 35 contains 49596 members 
Mstep: Class 36 contains 48044 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388240.000000 Penalty: 127827.164062
Iteration 136Q: 38 clusters Score -1.963882e+08 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 39735 members 
Mstep: Class 3 contains 35683 members 
Mstep: Class 4 contains 49383 members 
Mstep: Class 5 contains 55132 members 
Mstep: Class 6 contains 28595 members 
Mstep: Class 7 contains 25071 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 43759 members 
Mstep: Class 10 contains 16930 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 54297 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 48333 members 
Mstep: Class 18 contains 4486 members 
Mstep: Class 19 contains 46820 members 
Mstep: Class 20 contains 52549 members 
Mstep: Class 21 contains 43912 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44224 members 
Mstep: Class 24 contains 11466 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15120 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 49017 members 
Mstep: Class 29 contains 51363 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49598 members 
Mstep: Class 32 contains 42439 members 
Mstep: Class 33 contains 53131 members 
Mstep: Class 34 contains 32927 members 
Mstep: Class 35 contains 49604 members 
Mstep: Class 36 contains 48067 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388144.000000 Penalty: 127827.164062
Iteration 137Q: 38 clusters Score -1.963881e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 39777 members 
Mstep: Class 3 contains 35559 members 
Mstep: Class 4 contains 49337 members 
Mstep: Class 5 contains 55119 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 25061 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 43703 members 
Mstep: Class 10 contains 16929 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 54216 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42775 members 
Mstep: Class 17 contains 48322 members 
Mstep: Class 18 contains 4491 members 
Mstep: Class 19 contains 46856 members 
Mstep: Class 20 contains 52599 members 
Mstep: Class 21 contains 44040 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44310 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15116 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48973 members 
Mstep: Class 29 contains 51384 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49610 members 
Mstep: Class 32 contains 42415 members 
Mstep: Class 33 contains 53140 members 
Mstep: Class 34 contains 32944 members 
Mstep: Class 35 contains 49608 members 
Mstep: Class 36 contains 48092 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388464.000000 Penalty: 127827.164062
Iteration 138Q: 38 clusters Score -1.963885e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 39803 members 
Mstep: Class 3 contains 35417 members 
Mstep: Class 4 contains 49293 members 
Mstep: Class 5 contains 55117 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 25059 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 43666 members 
Mstep: Class 10 contains 16937 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 54085 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 42774 members 
Mstep: Class 17 contains 48286 members 
Mstep: Class 18 contains 4493 members 
Mstep: Class 19 contains 46882 members 
Mstep: Class 20 contains 52634 members 
Mstep: Class 21 contains 44195 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44366 members 
Mstep: Class 24 contains 11445 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15115 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48928 members 
Mstep: Class 29 contains 51441 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49622 members 
Mstep: Class 32 contains 42434 members 
Mstep: Class 33 contains 53159 members 
Mstep: Class 34 contains 32961 members 
Mstep: Class 35 contains 49613 members 
Mstep: Class 36 contains 48120 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388576.000000 Penalty: 127827.164062
Iteration 139Q: 38 clusters Score -1.963886e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 35305 members 
Mstep: Class 4 contains 49250 members 
Mstep: Class 5 contains 55164 members 
Mstep: Class 6 contains 28590 members 
Mstep: Class 7 contains 25057 members 
Mstep: Class 8 contains 5527 members 
Mstep: Class 9 contains 43654 members 
Mstep: Class 10 contains 16947 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 53968 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 42773 members 
Mstep: Class 17 contains 48262 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 46923 members 
Mstep: Class 20 contains 52664 members 
Mstep: Class 21 contains 44329 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44352 members 
Mstep: Class 24 contains 11434 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15097 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48882 members 
Mstep: Class 29 contains 51488 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49633 members 
Mstep: Class 32 contains 42427 members 
Mstep: Class 33 contains 53166 members 
Mstep: Class 34 contains 32999 members 
Mstep: Class 35 contains 49629 members 
Mstep: Class 36 contains 48117 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389072.000000 Penalty: 127827.164062
Iteration 140F: 38 clusters Score -1.963891e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 39888 members 
Mstep: Class 3 contains 35206 members 
Mstep: Class 4 contains 49222 members 
Mstep: Class 5 contains 55198 members 
Mstep: Class 6 contains 28573 members 
Mstep: Class 7 contains 25057 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 43633 members 
Mstep: Class 10 contains 16964 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 53885 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 48240 members 
Mstep: Class 18 contains 4504 members 
Mstep: Class 19 contains 46948 members 
Mstep: Class 20 contains 52691 members 
Mstep: Class 21 contains 44444 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44302 members 
Mstep: Class 24 contains 11424 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15109 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48883 members 
Mstep: Class 29 contains 51473 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49650 members 
Mstep: Class 32 contains 42417 members 
Mstep: Class 33 contains 53172 members 
Mstep: Class 34 contains 33043 members 
Mstep: Class 35 contains 49650 members 
Mstep: Class 36 contains 48123 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196388976.000000 Penalty: 127827.164062
Iteration 141Q: 38 clusters Score -1.96389e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 39917 members 
Mstep: Class 3 contains 35105 members 
Mstep: Class 4 contains 49201 members 
Mstep: Class 5 contains 55278 members 
Mstep: Class 6 contains 28557 members 
Mstep: Class 7 contains 25044 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 43614 members 
Mstep: Class 10 contains 16967 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 53806 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 48251 members 
Mstep: Class 18 contains 4504 members 
Mstep: Class 19 contains 47016 members 
Mstep: Class 20 contains 52735 members 
Mstep: Class 21 contains 44591 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44230 members 
Mstep: Class 24 contains 11417 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15108 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48858 members 
Mstep: Class 29 contains 51460 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49646 members 
Mstep: Class 32 contains 42397 members 
Mstep: Class 33 contains 53166 members 
Mstep: Class 34 contains 33086 members 
Mstep: Class 35 contains 49656 members 
Mstep: Class 36 contains 48117 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389136.000000 Penalty: 127827.164062
Iteration 142Q: 38 clusters Score -1.963891e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 39965 members 
Mstep: Class 3 contains 35016 members 
Mstep: Class 4 contains 49190 members 
Mstep: Class 5 contains 55348 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 25030 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 43601 members 
Mstep: Class 10 contains 16960 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6542 members 
Mstep: Class 13 contains 53668 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 42754 members 
Mstep: Class 17 contains 48270 members 
Mstep: Class 18 contains 4512 members 
Mstep: Class 19 contains 47069 members 
Mstep: Class 20 contains 52747 members 
Mstep: Class 21 contains 44685 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44207 members 
Mstep: Class 24 contains 11413 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15096 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48838 members 
Mstep: Class 29 contains 51437 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49660 members 
Mstep: Class 32 contains 42370 members 
Mstep: Class 33 contains 53170 members 
Mstep: Class 34 contains 33134 members 
Mstep: Class 35 contains 49652 members 
Mstep: Class 36 contains 48170 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389776.000000 Penalty: 127827.164062
Iteration 143Q: 38 clusters Score -1.963898e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 40018 members 
Mstep: Class 3 contains 34945 members 
Mstep: Class 4 contains 49179 members 
Mstep: Class 5 contains 55405 members 
Mstep: Class 6 contains 28538 members 
Mstep: Class 7 contains 25019 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 16949 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6553 members 
Mstep: Class 13 contains 53529 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 42755 members 
Mstep: Class 17 contains 48261 members 
Mstep: Class 18 contains 4523 members 
Mstep: Class 19 contains 47102 members 
Mstep: Class 20 contains 52747 members 
Mstep: Class 21 contains 44768 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44221 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15106 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48831 members 
Mstep: Class 29 contains 51385 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49675 members 
Mstep: Class 32 contains 42357 members 
Mstep: Class 33 contains 53174 members 
Mstep: Class 34 contains 33190 members 
Mstep: Class 35 contains 49666 members 
Mstep: Class 36 contains 48213 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389888.000000 Penalty: 127827.164062
Iteration 144Q: 38 clusters Score -1.963899e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 40084 members 
Mstep: Class 3 contains 34852 members 
Mstep: Class 4 contains 49168 members 
Mstep: Class 5 contains 55444 members 
Mstep: Class 6 contains 28532 members 
Mstep: Class 7 contains 25009 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 43563 members 
Mstep: Class 10 contains 16958 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 53415 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 42752 members 
Mstep: Class 17 contains 48223 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 47135 members 
Mstep: Class 20 contains 52751 members 
Mstep: Class 21 contains 44808 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44224 members 
Mstep: Class 24 contains 11407 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15113 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48831 members 
Mstep: Class 29 contains 51370 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49686 members 
Mstep: Class 32 contains 42362 members 
Mstep: Class 33 contains 53189 members 
Mstep: Class 34 contains 33262 members 
Mstep: Class 35 contains 49668 members 
Mstep: Class 36 contains 48250 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389968.000000 Penalty: 127827.164062
Iteration 145Q: 38 clusters Score -1.9639e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 40113 members 
Mstep: Class 3 contains 34771 members 
Mstep: Class 4 contains 49159 members 
Mstep: Class 5 contains 55474 members 
Mstep: Class 6 contains 28526 members 
Mstep: Class 7 contains 25002 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 43553 members 
Mstep: Class 10 contains 16946 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 53265 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 17096 members 
Mstep: Class 16 contains 42747 members 
Mstep: Class 17 contains 48241 members 
Mstep: Class 18 contains 4526 members 
Mstep: Class 19 contains 47202 members 
Mstep: Class 20 contains 52785 members 
Mstep: Class 21 contains 44837 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44250 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 15126 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48825 members 
Mstep: Class 29 contains 51394 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49693 members 
Mstep: Class 32 contains 42333 members 
Mstep: Class 33 contains 53167 members 
Mstep: Class 34 contains 33340 members 
Mstep: Class 35 contains 49681 members 
Mstep: Class 36 contains 48264 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196390320.000000 Penalty: 127827.164062
Iteration 146Q: 38 clusters Score -1.963903e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 40135 members 
Mstep: Class 3 contains 34684 members 
Mstep: Class 4 contains 49149 members 
Mstep: Class 5 contains 55475 members 
Mstep: Class 6 contains 28519 members 
Mstep: Class 7 contains 25005 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 43546 members 
Mstep: Class 10 contains 16946 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 53137 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 17096 members 
Mstep: Class 16 contains 42750 members 
Mstep: Class 17 contains 48253 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 47278 members 
Mstep: Class 20 contains 52803 members 
Mstep: Class 21 contains 44820 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44291 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15131 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48802 members 
Mstep: Class 29 contains 51402 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49705 members 
Mstep: Class 32 contains 42316 members 
Mstep: Class 33 contains 53150 members 
Mstep: Class 34 contains 33452 members 
Mstep: Class 35 contains 49690 members 
Mstep: Class 36 contains 48300 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196390496.000000 Penalty: 127827.164062
Iteration 147Q: 38 clusters Score -1.963905e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 40149 members 
Mstep: Class 3 contains 34600 members 
Mstep: Class 4 contains 49146 members 
Mstep: Class 5 contains 55490 members 
Mstep: Class 6 contains 28514 members 
Mstep: Class 7 contains 25006 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 43541 members 
Mstep: Class 10 contains 16937 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 52996 members 
Mstep: Class 14 contains 806 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42746 members 
Mstep: Class 17 contains 48289 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 47340 members 
Mstep: Class 20 contains 52828 members 
Mstep: Class 21 contains 44780 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44347 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15124 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48789 members 
Mstep: Class 29 contains 51403 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49704 members 
Mstep: Class 32 contains 42306 members 
Mstep: Class 33 contains 53139 members 
Mstep: Class 34 contains 33564 members 
Mstep: Class 35 contains 49695 members 
Mstep: Class 36 contains 48340 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196390784.000000 Penalty: 127827.164062
Iteration 148Q: 38 clusters Score -1.963908e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 40157 members 
Mstep: Class 3 contains 34529 members 
Mstep: Class 4 contains 49139 members 
Mstep: Class 5 contains 55497 members 
Mstep: Class 6 contains 28512 members 
Mstep: Class 7 contains 25001 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 43549 members 
Mstep: Class 10 contains 16943 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 52872 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 42751 members 
Mstep: Class 17 contains 48333 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 47415 members 
Mstep: Class 20 contains 52860 members 
Mstep: Class 21 contains 44736 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44398 members 
Mstep: Class 24 contains 11389 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15125 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48755 members 
Mstep: Class 29 contains 51410 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49720 members 
Mstep: Class 32 contains 42265 members 
Mstep: Class 33 contains 53127 members 
Mstep: Class 34 contains 33663 members 
Mstep: Class 35 contains 49704 members 
Mstep: Class 36 contains 48340 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196390752.000000 Penalty: 127827.164062
Iteration 149Q: 38 clusters Score -1.963908e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 34448 members 
Mstep: Class 4 contains 49125 members 
Mstep: Class 5 contains 55510 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 24999 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 43553 members 
Mstep: Class 10 contains 16938 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 52761 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 42749 members 
Mstep: Class 17 contains 48332 members 
Mstep: Class 18 contains 4515 members 
Mstep: Class 19 contains 47490 members 
Mstep: Class 20 contains 52903 members 
Mstep: Class 21 contains 44689 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44449 members 
Mstep: Class 24 contains 11380 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15124 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48727 members 
Mstep: Class 29 contains 51408 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49729 members 
Mstep: Class 32 contains 42272 members 
Mstep: Class 33 contains 53083 members 
Mstep: Class 34 contains 33770 members 
Mstep: Class 35 contains 49703 members 
Mstep: Class 36 contains 48361 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196390928.000000 Penalty: 127827.164062
Iteration 150Q: 38 clusters Score -1.963909e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 40211 members 
Mstep: Class 3 contains 34381 members 
Mstep: Class 4 contains 49125 members 
Mstep: Class 5 contains 55506 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 24986 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 43549 members 
Mstep: Class 10 contains 16929 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 52629 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 17097 members 
Mstep: Class 16 contains 42753 members 
Mstep: Class 17 contains 48323 members 
Mstep: Class 18 contains 4512 members 
Mstep: Class 19 contains 47590 members 
Mstep: Class 20 contains 52960 members 
Mstep: Class 21 contains 44649 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44492 members 
Mstep: Class 24 contains 11370 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15122 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48689 members 
Mstep: Class 29 contains 51439 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49728 members 
Mstep: Class 32 contains 42287 members 
Mstep: Class 33 contains 53037 members 
Mstep: Class 34 contains 33878 members 
Mstep: Class 35 contains 49710 members 
Mstep: Class 36 contains 48382 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391024.000000 Penalty: 127827.164062
Iteration 151Q: 38 clusters Score -1.96391e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 40283 members 
Mstep: Class 3 contains 34302 members 
Mstep: Class 4 contains 49126 members 
Mstep: Class 5 contains 55490 members 
Mstep: Class 6 contains 28485 members 
Mstep: Class 7 contains 24975 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 43542 members 
Mstep: Class 10 contains 16923 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 52543 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 42750 members 
Mstep: Class 17 contains 48274 members 
Mstep: Class 18 contains 4508 members 
Mstep: Class 19 contains 47692 members 
Mstep: Class 20 contains 53006 members 
Mstep: Class 21 contains 44629 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44481 members 
Mstep: Class 24 contains 11368 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15111 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48645 members 
Mstep: Class 29 contains 51440 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49713 members 
Mstep: Class 32 contains 42298 members 
Mstep: Class 33 contains 53023 members 
Mstep: Class 34 contains 34001 members 
Mstep: Class 35 contains 49703 members 
Mstep: Class 36 contains 48391 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391280.000000 Penalty: 127827.164062
Iteration 152Q: 38 clusters Score -1.963913e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 40300 members 
Mstep: Class 3 contains 34198 members 
Mstep: Class 4 contains 49125 members 
Mstep: Class 5 contains 55489 members 
Mstep: Class 6 contains 28474 members 
Mstep: Class 7 contains 24967 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 43530 members 
Mstep: Class 10 contains 16925 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 52484 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 42754 members 
Mstep: Class 17 contains 48228 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 47751 members 
Mstep: Class 20 contains 53036 members 
Mstep: Class 21 contains 44593 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44491 members 
Mstep: Class 24 contains 11358 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15102 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48599 members 
Mstep: Class 29 contains 51427 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49716 members 
Mstep: Class 32 contains 42350 members 
Mstep: Class 33 contains 53017 members 
Mstep: Class 34 contains 34128 members 
Mstep: Class 35 contains 49702 members 
Mstep: Class 36 contains 48412 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391408.000000 Penalty: 127827.164062
Iteration 153Q: 38 clusters Score -1.963914e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 40312 members 
Mstep: Class 3 contains 34077 members 
Mstep: Class 4 contains 49113 members 
Mstep: Class 5 contains 55516 members 
Mstep: Class 6 contains 28476 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 43506 members 
Mstep: Class 10 contains 16918 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 52437 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17099 members 
Mstep: Class 16 contains 42756 members 
Mstep: Class 17 contains 48235 members 
Mstep: Class 18 contains 4495 members 
Mstep: Class 19 contains 47788 members 
Mstep: Class 20 contains 53042 members 
Mstep: Class 21 contains 44561 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44497 members 
Mstep: Class 24 contains 11352 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15100 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48572 members 
Mstep: Class 29 contains 51414 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49673 members 
Mstep: Class 32 contains 42367 members 
Mstep: Class 33 contains 53020 members 
Mstep: Class 34 contains 34267 members 
Mstep: Class 35 contains 49708 members 
Mstep: Class 36 contains 48451 members 
Mstep: Class 37 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391568.000000 Penalty: 127827.164062
Iteration 154Q: 38 clusters Score -1.963916e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 40363 members 
Mstep: Class 3 contains 33978 members 
Mstep: Class 4 contains 49107 members 
Mstep: Class 5 contains 55531 members 
Mstep: Class 6 contains 28465 members 
Mstep: Class 7 contains 24962 members 
Mstep: Class 8 contains 5515 members 
Mstep: Class 9 contains 43493 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 52417 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 42756 members 
Mstep: Class 17 contains 48249 members 
Mstep: Class 18 contains 4492 members 
Mstep: Class 19 contains 47832 members 
Mstep: Class 20 contains 53065 members 
Mstep: Class 21 contains 44543 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44504 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 15092 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48555 members 
Mstep: Class 29 contains 51370 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49646 members 
Mstep: Class 32 contains 42337 members 
Mstep: Class 33 contains 52994 members 
Mstep: Class 34 contains 34383 members 
Mstep: Class 35 contains 49722 members 
Mstep: Class 36 contains 48481 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196391776.000000 Penalty: 127827.164062
Iteration 155Q: 38 clusters Score -1.963918e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 40425 members 
Mstep: Class 3 contains 33892 members 
Mstep: Class 4 contains 49099 members 
Mstep: Class 5 contains 55554 members 
Mstep: Class 6 contains 28454 members 
Mstep: Class 7 contains 24965 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 43480 members 
Mstep: Class 10 contains 16893 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6605 members 
Mstep: Class 13 contains 52396 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42752 members 
Mstep: Class 17 contains 48240 members 
Mstep: Class 18 contains 4488 members 
Mstep: Class 19 contains 47907 members 
Mstep: Class 20 contains 53099 members 
Mstep: Class 21 contains 44516 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44465 members 
Mstep: Class 24 contains 11339 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15076 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48557 members 
Mstep: Class 29 contains 51313 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49634 members 
Mstep: Class 32 contains 42333 members 
Mstep: Class 33 contains 52969 members 
Mstep: Class 34 contains 34489 members 
Mstep: Class 35 contains 49720 members 
Mstep: Class 36 contains 48497 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196392144.000000 Penalty: 127827.164062
Iteration 156Q: 38 clusters Score -1.963921e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 33790 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55577 members 
Mstep: Class 6 contains 28434 members 
Mstep: Class 7 contains 24971 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 43479 members 
Mstep: Class 10 contains 16877 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 52335 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42743 members 
Mstep: Class 17 contains 48239 members 
Mstep: Class 18 contains 4482 members 
Mstep: Class 19 contains 47968 members 
Mstep: Class 20 contains 53139 members 
Mstep: Class 21 contains 44507 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44430 members 
Mstep: Class 24 contains 11335 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15065 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48541 members 
Mstep: Class 29 contains 51301 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49617 members 
Mstep: Class 32 contains 42324 members 
Mstep: Class 33 contains 52947 members 
Mstep: Class 34 contains 34586 members 
Mstep: Class 35 contains 49719 members 
Mstep: Class 36 contains 48528 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196392288.000000 Penalty: 127827.164062
Iteration 157Q: 38 clusters Score -1.963923e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 40521 members 
Mstep: Class 3 contains 33718 members 
Mstep: Class 4 contains 49087 members 
Mstep: Class 5 contains 55612 members 
Mstep: Class 6 contains 28418 members 
Mstep: Class 7 contains 24958 members 
Mstep: Class 8 contains 5514 members 
Mstep: Class 9 contains 43468 members 
Mstep: Class 10 contains 16865 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 52288 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17115 members 
Mstep: Class 16 contains 42739 members 
Mstep: Class 17 contains 48262 members 
Mstep: Class 18 contains 4480 members 
Mstep: Class 19 contains 48031 members 
Mstep: Class 20 contains 53186 members 
Mstep: Class 21 contains 44459 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44386 members 
Mstep: Class 24 contains 11331 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 15060 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48540 members 
Mstep: Class 29 contains 51300 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49585 members 
Mstep: Class 32 contains 42300 members 
Mstep: Class 33 contains 52942 members 
Mstep: Class 34 contains 34698 members 
Mstep: Class 35 contains 49731 members 
Mstep: Class 36 contains 48527 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196392736.000000 Penalty: 127827.164062
Iteration 158Q: 38 clusters Score -1.963927e+08 nChanged 2488
Entering ConstructFrom: 
Score: -196392736.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (49403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Entering Unmasked Estep 
Score: -8829259.000000 Penalty: 2680.325928
	Iteration 0F: 2 clusters Score -8829259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -8798834.000000 Penalty: 5360.651855
	Iteration 0F: 3 clusters Score -8798834 nChanged 22859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -8811502.000000 Penalty: 5360.651855
	Iteration 1F: 3 clusters Score -8811502 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -8812026.000000 Penalty: 5360.651855
	Iteration 2Q: 3 clusters Score -8812026 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -8812481.000000 Penalty: 5360.651855
	Iteration 3Q: 3 clusters Score -8812481 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -8813069.000000 Penalty: 5360.651855
	Iteration 4Q: 3 clusters Score -8813069 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -8813721.000000 Penalty: 5360.651855
	Iteration 5Q: 3 clusters Score -8813721 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -8814525.000000 Penalty: 5360.651855
	Iteration 6Q: 3 clusters Score -8814525 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -8815698.000000 Penalty: 5360.651855
	Iteration 7Q: 3 clusters Score -8815698 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -8817229.000000 Penalty: 5360.651855
	Iteration 8F: 3 clusters Score -8817229 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -8819231.000000 Penalty: 5360.651855
	Iteration 9F: 3 clusters Score -8819231 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -8821694.000000 Penalty: 5360.651855
	Iteration 10F: 3 clusters Score -8821694 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8824025.000000 Penalty: 5360.651855
	Iteration 11F: 3 clusters Score -8824025 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8825648.000000 Penalty: 5360.651855
	Iteration 12Q: 3 clusters Score -8825648 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8826687.000000 Penalty: 5360.651855
	Iteration 13Q: 3 clusters Score -8826687 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8827381.000000 Penalty: 5360.651855
	Iteration 14Q: 3 clusters Score -8827381 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8827815.000000 Penalty: 5360.651855
	Iteration 15Q: 3 clusters Score -8827815 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8828125.000000 Penalty: 5360.651855
	Iteration 16Q: 3 clusters Score -8828125 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8828296.000000 Penalty: 5360.651855
	Iteration 17Q: 3 clusters Score -8828296 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -8828395.000000 Penalty: 5360.651855
	Iteration 18Q: 3 clusters Score -8828395 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8828472.000000 Penalty: 5360.651855
	Iteration 19Q: 3 clusters Score -8828472 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8828529.000000 Penalty: 5360.651855
	Iteration 20F: 3 clusters Score -8828529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -8828533.000000 Penalty: 5360.651855
	Iteration 21Q: 3 clusters Score -8828533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8828555.000000 Penalty: 5360.651855
	Iteration 22Q: 3 clusters Score -8828555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8828559.000000 Penalty: 5360.651855
	Iteration 23Q: 3 clusters Score -8828559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -8828569.000000 Penalty: 5360.651855
	Iteration 24Q: 3 clusters Score -8828569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -8828566.000000 Penalty: 5360.651855
	Iteration 25Q: 3 clusters Score -8828566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8828578.000000 Penalty: 5360.651855
	Iteration 26Q: 3 clusters Score -8828578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -8828575.000000 Penalty: 5360.651855
	Iteration 27Q: 3 clusters Score -8828575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8828577.000000 Penalty: 5360.651855
	Iteration 28Q: 3 clusters Score -8828577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -8828578.000000 Penalty: 5360.651855
	Iteration 29Q: 3 clusters Score -8828578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -8828579.000000 Penalty: 5360.651855
	Iteration 30Q: 3 clusters Score -8828579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8828577.000000 Penalty: 5360.651855
	Iteration 31Q: 3 clusters Score -8828577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8828569.000000 Penalty: 5360.651855
	Iteration 32Q: 3 clusters Score -8828569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8828566.000000 Penalty: 5360.651855
	Iteration 33Q: 3 clusters Score -8828566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8828562.000000 Penalty: 5360.651855
	Iteration 34Q: 3 clusters Score -8828562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8828556.000000 Penalty: 5360.651855
	Iteration 35Q: 3 clusters Score -8828556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -8828562.000000 Penalty: 5360.651855
	Iteration 36Q: 3 clusters Score -8828562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -8828564.000000 Penalty: 5360.651855
	Iteration 37Q: 3 clusters Score -8828564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8828560.000000 Penalty: 5360.651855
	Iteration 38Q: 3 clusters Score -8828560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -8828562.000000 Penalty: 5360.651855
	Iteration 39Q: 3 clusters Score -8828562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -8828563.000000 Penalty: 5360.651855
	Iteration 40F: 3 clusters Score -8828563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8828563.000000 Penalty: 5360.651855
	Iteration 41Q: 3 clusters Score -8828563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8828568.000000 Penalty: 5360.651855
	Iteration 42Q: 3 clusters Score -8828568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8828572.000000 Penalty: 5360.651855
	Iteration 43Q: 3 clusters Score -8828572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8828581.000000 Penalty: 5360.651855
	Iteration 44Q: 3 clusters Score -8828581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8828575.000000 Penalty: 5360.651855
	Iteration 45Q: 3 clusters Score -8828575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8828572.000000 Penalty: 5360.651855
	Iteration 46Q: 3 clusters Score -8828572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -8828569.000000 Penalty: 5360.651855
	Iteration 47Q: 3 clusters Score -8828569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -8828572.000000 Penalty: 5360.651855
	Iteration 48Q: 3 clusters Score -8828572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -8828563.000000 Penalty: 5360.651855
	Iteration 49Q: 3 clusters Score -8828563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -8828563.000000 Penalty: 5360.651855
	Iteration 50F: 3 clusters Score -8828563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Entering Unmasked Estep 
Score: -7237106.500000 Penalty: 2631.505127
	Iteration 0F: 2 clusters Score -7237106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -7209780.500000 Penalty: 5263.010254
	Iteration 0F: 3 clusters Score -7209780 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -7220364.500000 Penalty: 5263.010254
	Iteration 1F: 3 clusters Score -7220364 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -7221231.500000 Penalty: 5263.010254
	Iteration 2Q: 3 clusters Score -7221232 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -7222388.000000 Penalty: 5263.010254
	Iteration 3F: 3 clusters Score -7222388 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -7224218.000000 Penalty: 5263.010254
	Iteration 4F: 3 clusters Score -7224218 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -7227029.500000 Penalty: 5263.010254
	Iteration 5F: 3 clusters Score -7227030 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -7230307.500000 Penalty: 5263.010254
	Iteration 6F: 3 clusters Score -7230308 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7233023.500000 Penalty: 5263.010254
	Iteration 7F: 3 clusters Score -7233024 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7234666.500000 Penalty: 5263.010254
	Iteration 8Q: 3 clusters Score -7234666 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7235560.500000 Penalty: 5263.010254
	Iteration 9Q: 3 clusters Score -7235560 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7235976.500000 Penalty: 5263.010254
	Iteration 10Q: 3 clusters Score -7235976 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7236106.500000 Penalty: 5263.010254
	Iteration 11Q: 3 clusters Score -7236106 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7236173.500000 Penalty: 5263.010254
	Iteration 12Q: 3 clusters Score -7236174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7236195.500000 Penalty: 5263.010254
	Iteration 13Q: 3 clusters Score -7236196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7236216.000000 Penalty: 5263.010254
	Iteration 14Q: 3 clusters Score -7236216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7236224.000000 Penalty: 5263.010254
	Iteration 15Q: 3 clusters Score -7236224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7236225.500000 Penalty: 5263.010254
	Iteration 16Q: 3 clusters Score -7236226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7236228.000000 Penalty: 5263.010254
	Iteration 17Q: 3 clusters Score -7236228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7236234.000000 Penalty: 5263.010254
	Iteration 18Q: 3 clusters Score -7236234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7236241.500000 Penalty: 5263.010254
	Iteration 19Q: 3 clusters Score -7236242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7236244.500000 Penalty: 5263.010254
	Iteration 20F: 3 clusters Score -7236244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7236248.500000 Penalty: 5263.010254
	Iteration 21Q: 3 clusters Score -7236248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7236252.500000 Penalty: 5263.010254
	Iteration 22Q: 3 clusters Score -7236252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7236247.500000 Penalty: 5263.010254
	Iteration 23Q: 3 clusters Score -7236248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7236246.500000 Penalty: 5263.010254
	Iteration 24Q: 3 clusters Score -7236246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7236250.000000 Penalty: 5263.010254
	Iteration 25Q: 3 clusters Score -7236250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7236250.500000 Penalty: 5263.010254
	Iteration 26Q: 3 clusters Score -7236250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7236250.000000 Penalty: 5263.010254
	Iteration 27Q: 3 clusters Score -7236250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7236243.500000 Penalty: 5263.010254
	Iteration 28Q: 3 clusters Score -7236244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7236245.000000 Penalty: 5263.010254
	Iteration 29Q: 3 clusters Score -7236245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7236243.500000 Penalty: 5263.010254
	Iteration 30Q: 3 clusters Score -7236244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7236239.500000 Penalty: 5263.010254
	Iteration 31Q: 3 clusters Score -7236240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7236238.500000 Penalty: 5263.010254
	Iteration 32Q: 3 clusters Score -7236238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7236238.500000 Penalty: 5263.010254
	Iteration 33F: 3 clusters Score -7236238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Entering Unmasked Estep 
Score: -6019102.500000 Penalty: 2585.028320
	Iteration 0F: 2 clusters Score -6019102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -5996407.000000 Penalty: 5170.056641
	Iteration 0F: 3 clusters Score -5996407 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -6004667.000000 Penalty: 5170.056641
	Iteration 1F: 3 clusters Score -6004667 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -6005200.500000 Penalty: 5170.056641
	Iteration 2Q: 3 clusters Score -6005200 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -6005603.500000 Penalty: 5170.056641
	Iteration 3Q: 3 clusters Score -6005604 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -6006081.000000 Penalty: 5170.056641
	Iteration 4Q: 3 clusters Score -6006081 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -6006612.500000 Penalty: 5170.056641
	Iteration 5Q: 3 clusters Score -6006612 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -6007321.000000 Penalty: 5170.056641
	Iteration 6Q: 3 clusters Score -6007321 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -6008190.000000 Penalty: 5170.056641
	Iteration 7Q: 3 clusters Score -6008190 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -6009240.000000 Penalty: 5170.056641
	Iteration 8Q: 3 clusters Score -6009240 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -6010444.000000 Penalty: 5170.056641
	Iteration 9F: 3 clusters Score -6010444 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -6011725.000000 Penalty: 5170.056641
	Iteration 10F: 3 clusters Score -6011725 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -6012781.500000 Penalty: 5170.056641
	Iteration 11Q: 3 clusters Score -6012782 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -6013566.500000 Penalty: 5170.056641
	Iteration 12Q: 3 clusters Score -6013566 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -6014110.000000 Penalty: 5170.056641
	Iteration 13Q: 3 clusters Score -6014110 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -6014480.000000 Penalty: 5170.056641
	Iteration 14Q: 3 clusters Score -6014480 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -6014719.000000 Penalty: 5170.056641
	Iteration 15Q: 3 clusters Score -6014719 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -6014899.000000 Penalty: 5170.056641
	Iteration 16Q: 3 clusters Score -6014899 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6015081.000000 Penalty: 5170.056641
	Iteration 17Q: 3 clusters Score -6015081 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6015262.500000 Penalty: 5170.056641
	Iteration 18Q: 3 clusters Score -6015262 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -6015425.500000 Penalty: 5170.056641
	Iteration 19Q: 3 clusters Score -6015426 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6015602.500000 Penalty: 5170.056641
	Iteration 20F: 3 clusters Score -6015602 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6015781.000000 Penalty: 5170.056641
	Iteration 21Q: 3 clusters Score -6015781 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6015936.500000 Penalty: 5170.056641
	Iteration 22Q: 3 clusters Score -6015936 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6016074.500000 Penalty: 5170.056641
	Iteration 23Q: 3 clusters Score -6016074 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6016199.500000 Penalty: 5170.056641
	Iteration 24Q: 3 clusters Score -6016200 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6016328.000000 Penalty: 5170.056641
	Iteration 25Q: 3 clusters Score -6016328 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6016428.500000 Penalty: 5170.056641
	Iteration 26Q: 3 clusters Score -6016428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6016513.500000 Penalty: 5170.056641
	Iteration 27Q: 3 clusters Score -6016514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6016569.000000 Penalty: 5170.056641
	Iteration 28Q: 3 clusters Score -6016569 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6016628.000000 Penalty: 5170.056641
	Iteration 29Q: 3 clusters Score -6016628 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6016670.000000 Penalty: 5170.056641
	Iteration 30Q: 3 clusters Score -6016670 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6016700.000000 Penalty: 5170.056641
	Iteration 31Q: 3 clusters Score -6016700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6016735.000000 Penalty: 5170.056641
	Iteration 32Q: 3 clusters Score -6016735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6016747.000000 Penalty: 5170.056641
	Iteration 33Q: 3 clusters Score -6016747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6016762.000000 Penalty: 5170.056641
	Iteration 34Q: 3 clusters Score -6016762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6016771.500000 Penalty: 5170.056641
	Iteration 35Q: 3 clusters Score -6016772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6016799.000000 Penalty: 5170.056641
	Iteration 36Q: 3 clusters Score -6016799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6016817.000000 Penalty: 5170.056641
	Iteration 37Q: 3 clusters Score -6016817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6016835.000000 Penalty: 5170.056641
	Iteration 38Q: 3 clusters Score -6016835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6016848.500000 Penalty: 5170.056641
	Iteration 39Q: 3 clusters Score -6016848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6016861.500000 Penalty: 5170.056641
	Iteration 40F: 3 clusters Score -6016862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6016870.500000 Penalty: 5170.056641
	Iteration 41Q: 3 clusters Score -6016870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6016885.000000 Penalty: 5170.056641
	Iteration 42Q: 3 clusters Score -6016885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6016890.000000 Penalty: 5170.056641
	Iteration 43Q: 3 clusters Score -6016890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6016893.500000 Penalty: 5170.056641
	Iteration 44Q: 3 clusters Score -6016894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6016904.000000 Penalty: 5170.056641
	Iteration 45Q: 3 clusters Score -6016904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6016906.500000 Penalty: 5170.056641
	Iteration 46Q: 3 clusters Score -6016906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6016899.500000 Penalty: 5170.056641
	Iteration 47Q: 3 clusters Score -6016900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6016896.500000 Penalty: 5170.056641
	Iteration 48Q: 3 clusters Score -6016896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6016900.000000 Penalty: 5170.056641
	Iteration 49Q: 3 clusters Score -6016900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6016902.000000 Penalty: 5170.056641
	Iteration 50Q: 3 clusters Score -6016902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6016905.500000 Penalty: 5170.056641
	Iteration 51Q: 3 clusters Score -6016906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6016902.500000 Penalty: 5170.056641
	Iteration 52Q: 3 clusters Score -6016902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6016908.500000 Penalty: 5170.056641
	Iteration 53Q: 3 clusters Score -6016908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6016910.500000 Penalty: 5170.056641
	Iteration 54Q: 3 clusters Score -6016910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6016906.500000 Penalty: 5170.056641
	Iteration 55Q: 3 clusters Score -6016906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6016908.000000 Penalty: 5170.056641
	Iteration 56Q: 3 clusters Score -6016908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6016911.000000 Penalty: 5170.056641
	Iteration 57Q: 3 clusters Score -6016911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6016913.500000 Penalty: 5170.056641
	Iteration 58Q: 3 clusters Score -6016914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6016909.500000 Penalty: 5170.056641
	Iteration 59Q: 3 clusters Score -6016910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6016912.000000 Penalty: 5170.056641
	Iteration 60F: 3 clusters Score -6016912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6016913.500000 Penalty: 5170.056641
	Iteration 61Q: 3 clusters Score -6016914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6016917.000000 Penalty: 5170.056641
	Iteration 62Q: 3 clusters Score -6016917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6016917.000000 Penalty: 5170.056641
	Iteration 63F: 3 clusters Score -6016917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Entering Unmasked Estep 
Score: -8712850.000000 Penalty: 2678.694336
	Iteration 0F: 2 clusters Score -8712850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -8681929.000000 Penalty: 5357.388672
	Iteration 0F: 3 clusters Score -8681929 nChanged 22674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -8694978.000000 Penalty: 5357.388672
	Iteration 1F: 3 clusters Score -8694978 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8695997.000000 Penalty: 5357.388672
	Iteration 2F: 3 clusters Score -8695997 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -8697397.000000 Penalty: 5357.388672
	Iteration 3F: 3 clusters Score -8697397 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -8699184.000000 Penalty: 5357.388672
	Iteration 4F: 3 clusters Score -8699184 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -8701164.000000 Penalty: 5357.388672
	Iteration 5F: 3 clusters Score -8701164 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -8703242.000000 Penalty: 5357.388672
	Iteration 6F: 3 clusters Score -8703242 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -8705301.000000 Penalty: 5357.388672
	Iteration 7F: 3 clusters Score -8705301 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -8707083.000000 Penalty: 5357.388672
	Iteration 8F: 3 clusters Score -8707083 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -8708592.000000 Penalty: 5357.388672
	Iteration 9Q: 3 clusters Score -8708592 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -8709807.000000 Penalty: 5357.388672
	Iteration 10Q: 3 clusters Score -8709807 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8710526.000000 Penalty: 5357.388672
	Iteration 11Q: 3 clusters Score -8710526 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8711031.000000 Penalty: 5357.388672
	Iteration 12Q: 3 clusters Score -8711031 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8711414.000000 Penalty: 5357.388672
	Iteration 13Q: 3 clusters Score -8711414 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8711708.000000 Penalty: 5357.388672
	Iteration 14Q: 3 clusters Score -8711708 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8711953.000000 Penalty: 5357.388672
	Iteration 15Q: 3 clusters Score -8711953 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8712106.000000 Penalty: 5357.388672
	Iteration 16Q: 3 clusters Score -8712106 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8712238.000000 Penalty: 5357.388672
	Iteration 17Q: 3 clusters Score -8712238 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8712371.000000 Penalty: 5357.388672
	Iteration 18Q: 3 clusters Score -8712371 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8712469.000000 Penalty: 5357.388672
	Iteration 19Q: 3 clusters Score -8712469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8712516.000000 Penalty: 5357.388672
	Iteration 20F: 3 clusters Score -8712516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8712547.000000 Penalty: 5357.388672
	Iteration 21Q: 3 clusters Score -8712547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8712560.000000 Penalty: 5357.388672
	Iteration 22Q: 3 clusters Score -8712560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8712576.000000 Penalty: 5357.388672
	Iteration 23Q: 3 clusters Score -8712576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8712589.000000 Penalty: 5357.388672
	Iteration 24Q: 3 clusters Score -8712589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8712586.000000 Penalty: 5357.388672
	Iteration 25Q: 3 clusters Score -8712586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8712600.000000 Penalty: 5357.388672
	Iteration 26Q: 3 clusters Score -8712600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8712607.000000 Penalty: 5357.388672
	Iteration 27Q: 3 clusters Score -8712607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8712615.000000 Penalty: 5357.388672
	Iteration 28Q: 3 clusters Score -8712615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8712617.000000 Penalty: 5357.388672
	Iteration 29Q: 3 clusters Score -8712617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8712618.000000 Penalty: 5357.388672
	Iteration 30Q: 3 clusters Score -8712618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8712619.000000 Penalty: 5357.388672
	Iteration 31Q: 3 clusters Score -8712619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8712610.000000 Penalty: 5357.388672
	Iteration 32Q: 3 clusters Score -8712610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8712615.000000 Penalty: 5357.388672
	Iteration 33Q: 3 clusters Score -8712615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8712612.000000 Penalty: 5357.388672
	Iteration 34Q: 3 clusters Score -8712612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8712618.000000 Penalty: 5357.388672
	Iteration 35Q: 3 clusters Score -8712618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8712618.000000 Penalty: 5357.388672
	Iteration 36F: 3 clusters Score -8712618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Entering Unmasked Estep 
Score: -9966949.000000 Penalty: 2709.753174
	Iteration 0F: 2 clusters Score -9966949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -9935600.000000 Penalty: 5419.506348
	Iteration 0F: 3 clusters Score -9935600 nChanged 25733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -9949910.000000 Penalty: 5419.506348
	Iteration 1F: 3 clusters Score -9949910 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -9950612.000000 Penalty: 5419.506348
	Iteration 2Q: 3 clusters Score -9950612 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -9951669.000000 Penalty: 5419.506348
	Iteration 3Q: 3 clusters Score -9951669 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -9953127.000000 Penalty: 5419.506348
	Iteration 4F: 3 clusters Score -9953127 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -9955438.000000 Penalty: 5419.506348
	Iteration 5F: 3 clusters Score -9955438 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -9958424.000000 Penalty: 5419.506348
	Iteration 6F: 3 clusters Score -9958424 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -9960891.000000 Penalty: 5419.506348
	Iteration 7F: 3 clusters Score -9960891 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -9962374.000000 Penalty: 5419.506348
	Iteration 8F: 3 clusters Score -9962374 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -9963306.000000 Penalty: 5419.506348
	Iteration 9Q: 3 clusters Score -9963306 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -9963900.000000 Penalty: 5419.506348
	Iteration 10Q: 3 clusters Score -9963900 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -9964193.000000 Penalty: 5419.506348
	Iteration 11Q: 3 clusters Score -9964193 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -9964371.000000 Penalty: 5419.506348
	Iteration 12Q: 3 clusters Score -9964371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -9964489.000000 Penalty: 5419.506348
	Iteration 13Q: 3 clusters Score -9964489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -9964571.000000 Penalty: 5419.506348
	Iteration 14Q: 3 clusters Score -9964571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -9964589.000000 Penalty: 5419.506348
	Iteration 15Q: 3 clusters Score -9964589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -9964627.000000 Penalty: 5419.506348
	Iteration 16Q: 3 clusters Score -9964627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -9964632.000000 Penalty: 5419.506348
	Iteration 17Q: 3 clusters Score -9964632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -9964634.000000 Penalty: 5419.506348
	Iteration 18Q: 3 clusters Score -9964634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -9964641.000000 Penalty: 5419.506348
	Iteration 19Q: 3 clusters Score -9964641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -9964644.000000 Penalty: 5419.506348
	Iteration 20F: 3 clusters Score -9964644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -9964645.000000 Penalty: 5419.506348
	Iteration 21Q: 3 clusters Score -9964645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -9964653.000000 Penalty: 5419.506348
	Iteration 22Q: 3 clusters Score -9964653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -9964658.000000 Penalty: 5419.506348
	Iteration 23Q: 3 clusters Score -9964658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -9964667.000000 Penalty: 5419.506348
	Iteration 24Q: 3 clusters Score -9964667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -9964666.000000 Penalty: 5419.506348
	Iteration 25Q: 3 clusters Score -9964666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -9964663.000000 Penalty: 5419.506348
	Iteration 26Q: 3 clusters Score -9964663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -9964663.000000 Penalty: 5419.506348
	Iteration 27F: 3 clusters Score -9964663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Entering Unmasked Estep 
Score: -4992499.000000 Penalty: 2543.027832
	Iteration 0F: 2 clusters Score -4992499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -4972946.500000 Penalty: 5086.055664
	Iteration 0F: 3 clusters Score -4972946 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4979653.500000 Penalty: 5086.055664
	Iteration 1F: 3 clusters Score -4979654 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4980156.500000 Penalty: 5086.055664
	Iteration 2Q: 3 clusters Score -4980156 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4980570.000000 Penalty: 5086.055664
	Iteration 3Q: 3 clusters Score -4980570 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -4981018.000000 Penalty: 5086.055664
	Iteration 4Q: 3 clusters Score -4981018 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -4981581.500000 Penalty: 5086.055664
	Iteration 5Q: 3 clusters Score -4981582 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4982399.000000 Penalty: 5086.055664
	Iteration 6Q: 3 clusters Score -4982399 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4983461.000000 Penalty: 5086.055664
	Iteration 7F: 3 clusters Score -4983461 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4984755.000000 Penalty: 5086.055664
	Iteration 8F: 3 clusters Score -4984755 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -4985988.000000 Penalty: 5086.055664
	Iteration 9F: 3 clusters Score -4985988 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4987227.500000 Penalty: 5086.055664
	Iteration 10F: 3 clusters Score -4987228 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4988277.000000 Penalty: 5086.055664
	Iteration 11F: 3 clusters Score -4988277 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4989041.500000 Penalty: 5086.055664
	Iteration 12Q: 3 clusters Score -4989042 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4989566.500000 Penalty: 5086.055664
	Iteration 13Q: 3 clusters Score -4989566 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4990021.500000 Penalty: 5086.055664
	Iteration 14Q: 3 clusters Score -4990022 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4990626.500000 Penalty: 5086.055664
	Iteration 15Q: 3 clusters Score -4990626 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4991342.000000 Penalty: 5086.055664
	Iteration 16Q: 3 clusters Score -4991342 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4991880.000000 Penalty: 5086.055664
	Iteration 17Q: 3 clusters Score -4991880 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4992245.500000 Penalty: 5086.055664
	Iteration 18Q: 3 clusters Score -4992246 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4992424.000000 Penalty: 5086.055664
	Iteration 19Q: 3 clusters Score -4992424 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4992560.500000 Penalty: 5086.055664
	Iteration 20F: 3 clusters Score -4992560 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4992624.500000 Penalty: 5086.055664
	Iteration 21Q: 3 clusters Score -4992624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4992693.500000 Penalty: 5086.055664
	Iteration 22Q: 3 clusters Score -4992694 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4992738.000000 Penalty: 5086.055664
	Iteration 23Q: 3 clusters Score -4992738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4992773.000000 Penalty: 5086.055664
	Iteration 24Q: 3 clusters Score -4992773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4992783.500000 Penalty: 5086.055664
	Iteration 25Q: 3 clusters Score -4992784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4992797.000000 Penalty: 5086.055664
	Iteration 26Q: 3 clusters Score -4992797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4992814.000000 Penalty: 5086.055664
	Iteration 27Q: 3 clusters Score -4992814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4992800.000000 Penalty: 5086.055664
	Iteration 28Q: 3 clusters Score -4992800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4992803.000000 Penalty: 5086.055664
	Iteration 29Q: 3 clusters Score -4992803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4992808.500000 Penalty: 5086.055664
	Iteration 30Q: 3 clusters Score -4992808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4992815.500000 Penalty: 5086.055664
	Iteration 31Q: 3 clusters Score -4992816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4992828.000000 Penalty: 5086.055664
	Iteration 32Q: 3 clusters Score -4992828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4992831.000000 Penalty: 5086.055664
	Iteration 33Q: 3 clusters Score -4992831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4992833.500000 Penalty: 5086.055664
	Iteration 34Q: 3 clusters Score -4992834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4992829.500000 Penalty: 5086.055664
	Iteration 35Q: 3 clusters Score -4992830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -4992827.000000 Penalty: 5086.055664
	Iteration 36Q: 3 clusters Score -4992827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4992841.500000 Penalty: 5086.055664
	Iteration 37Q: 3 clusters Score -4992842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4992844.500000 Penalty: 5086.055664
	Iteration 38Q: 3 clusters Score -4992844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -4992853.500000 Penalty: 5086.055664
	Iteration 39Q: 3 clusters Score -4992854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4992853.500000 Penalty: 5086.055664
	Iteration 40F: 3 clusters Score -4992854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4992849.500000 Penalty: 5086.055664
	Iteration 41Q: 3 clusters Score -4992850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4992851.000000 Penalty: 5086.055664
	Iteration 42Q: 3 clusters Score -4992851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4992862.500000 Penalty: 5086.055664
	Iteration 43Q: 3 clusters Score -4992862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4992860.500000 Penalty: 5086.055664
	Iteration 44Q: 3 clusters Score -4992860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4992858.000000 Penalty: 5086.055664
	Iteration 45Q: 3 clusters Score -4992858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4992859.500000 Penalty: 5086.055664
	Iteration 46Q: 3 clusters Score -4992860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4992864.500000 Penalty: 5086.055664
	Iteration 47Q: 3 clusters Score -4992864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4992880.500000 Penalty: 5086.055664
	Iteration 48Q: 3 clusters Score -4992880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4992879.500000 Penalty: 5086.055664
	Iteration 49Q: 3 clusters Score -4992880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4992882.500000 Penalty: 5086.055664
	Iteration 50Q: 3 clusters Score -4992882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4992887.500000 Penalty: 5086.055664
	Iteration 51Q: 3 clusters Score -4992888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4992887.500000 Penalty: 5086.055664
	Iteration 52Q: 3 clusters Score -4992888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4992893.000000 Penalty: 5086.055664
	Iteration 53Q: 3 clusters Score -4992893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4992896.500000 Penalty: 5086.055664
	Iteration 54Q: 3 clusters Score -4992896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4992904.000000 Penalty: 5086.055664
	Iteration 55Q: 3 clusters Score -4992904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4992913.500000 Penalty: 5086.055664
	Iteration 56Q: 3 clusters Score -4992914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4992905.500000 Penalty: 5086.055664
	Iteration 57Q: 3 clusters Score -4992906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4992910.500000 Penalty: 5086.055664
	Iteration 58Q: 3 clusters Score -4992910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4992923.500000 Penalty: 5086.055664
	Iteration 59Q: 3 clusters Score -4992924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4992920.000000 Penalty: 5086.055664
	Iteration 60F: 3 clusters Score -4992920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4992916.000000 Penalty: 5086.055664
	Iteration 61Q: 3 clusters Score -4992916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4992919.000000 Penalty: 5086.055664
	Iteration 62Q: 3 clusters Score -4992919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4992912.000000 Penalty: 5086.055664
	Iteration 63Q: 3 clusters Score -4992912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4992908.500000 Penalty: 5086.055664
	Iteration 64Q: 3 clusters Score -4992908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4992917.500000 Penalty: 5086.055664
	Iteration 65Q: 3 clusters Score -4992918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4992910.000000 Penalty: 5086.055664
	Iteration 66Q: 3 clusters Score -4992910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4992917.500000 Penalty: 5086.055664
	Iteration 67Q: 3 clusters Score -4992918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4992917.500000 Penalty: 5086.055664
	Iteration 68Q: 3 clusters Score -4992918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -4992918.500000 Penalty: 5086.055664
	Iteration 69Q: 3 clusters Score -4992918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4992918.500000 Penalty: 5086.055664
	Iteration 70Q: 3 clusters Score -4992918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4992926.500000 Penalty: 5086.055664
	Iteration 71Q: 3 clusters Score -4992926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4992936.500000 Penalty: 5086.055664
	Iteration 72Q: 3 clusters Score -4992936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4992936.500000 Penalty: 5086.055664
	Iteration 73Q: 3 clusters Score -4992936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4992943.000000 Penalty: 5086.055664
	Iteration 74Q: 3 clusters Score -4992943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4992936.500000 Penalty: 5086.055664
	Iteration 75Q: 3 clusters Score -4992936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4992937.000000 Penalty: 5086.055664
	Iteration 76Q: 3 clusters Score -4992937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4992938.500000 Penalty: 5086.055664
	Iteration 77Q: 3 clusters Score -4992938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4992942.500000 Penalty: 5086.055664
	Iteration 78Q: 3 clusters Score -4992942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4992937.500000 Penalty: 5086.055664
	Iteration 79Q: 3 clusters Score -4992938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -4992934.000000 Penalty: 5086.055664
	Iteration 80F: 3 clusters Score -4992934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 40575 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55627 members 
Mstep: Class 6 contains 7855 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 16858 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 48254 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 48081 members 
Mstep: Class 20 contains 53209 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44339 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15049 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48563 members 
Mstep: Class 29 contains 51290 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49564 members 
Mstep: Class 32 contains 42288 members 
Mstep: Class 33 contains 52937 members 
Mstep: Class 34 contains 34811 members 
Mstep: Class 35 contains 49748 members 
Mstep: Class 36 contains 48547 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 20545 members 
Entering Unmasked Estep 
Score: -196391376.000000 Penalty: 131281.953125
Splitting cluster 6 changes total score from -196392736.000000 to -196391376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (24953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Entering Unmasked Estep 
Score: -4337317.000000 Penalty: 2510.937744
	Iteration 0F: 2 clusters Score -4337317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4319941.500000 Penalty: 5021.875488
	Iteration 0F: 3 clusters Score -4319942 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4325941.000000 Penalty: 5021.875488
	Iteration 1F: 3 clusters Score -4325941 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -4326355.000000 Penalty: 5021.875488
	Iteration 2F: 3 clusters Score -4326355 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4326744.500000 Penalty: 5021.875488
	Iteration 3Q: 3 clusters Score -4326744 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4327088.500000 Penalty: 5021.875488
	Iteration 4Q: 3 clusters Score -4327088 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4327453.000000 Penalty: 5021.875488
	Iteration 5Q: 3 clusters Score -4327453 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4327931.000000 Penalty: 5021.875488
	Iteration 6Q: 3 clusters Score -4327931 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4328643.500000 Penalty: 5021.875488
	Iteration 7F: 3 clusters Score -4328644 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4329597.000000 Penalty: 5021.875488
	Iteration 8F: 3 clusters Score -4329597 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4330742.000000 Penalty: 5021.875488
	Iteration 9F: 3 clusters Score -4330742 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4331918.500000 Penalty: 5021.875488
	Iteration 10F: 3 clusters Score -4331918 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4333133.000000 Penalty: 5021.875488
	Iteration 11F: 3 clusters Score -4333133 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4333991.000000 Penalty: 5021.875488
	Iteration 12Q: 3 clusters Score -4333991 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4334568.500000 Penalty: 5021.875488
	Iteration 13Q: 3 clusters Score -4334568 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4334903.000000 Penalty: 5021.875488
	Iteration 14Q: 3 clusters Score -4334903 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4335130.000000 Penalty: 5021.875488
	Iteration 15Q: 3 clusters Score -4335130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4335228.500000 Penalty: 5021.875488
	Iteration 16Q: 3 clusters Score -4335228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4335290.000000 Penalty: 5021.875488
	Iteration 17Q: 3 clusters Score -4335290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4335332.500000 Penalty: 5021.875488
	Iteration 18Q: 3 clusters Score -4335332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4335371.500000 Penalty: 5021.875488
	Iteration 19Q: 3 clusters Score -4335372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4335385.500000 Penalty: 5021.875488
	Iteration 20F: 3 clusters Score -4335386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4335398.500000 Penalty: 5021.875488
	Iteration 21Q: 3 clusters Score -4335398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4335408.500000 Penalty: 5021.875488
	Iteration 22Q: 3 clusters Score -4335408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4335414.500000 Penalty: 5021.875488
	Iteration 23Q: 3 clusters Score -4335414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4335430.500000 Penalty: 5021.875488
	Iteration 24Q: 3 clusters Score -4335430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4335436.500000 Penalty: 5021.875488
	Iteration 25Q: 3 clusters Score -4335436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4335442.500000 Penalty: 5021.875488
	Iteration 26Q: 3 clusters Score -4335442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4335440.500000 Penalty: 5021.875488
	Iteration 27Q: 3 clusters Score -4335440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4335441.000000 Penalty: 5021.875488
	Iteration 28Q: 3 clusters Score -4335441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4335456.000000 Penalty: 5021.875488
	Iteration 29Q: 3 clusters Score -4335456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4335456.000000 Penalty: 5021.875488
	Iteration 30Q: 3 clusters Score -4335456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4335456.000000 Penalty: 5021.875488
	Iteration 31F: 3 clusters Score -4335456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -959288.625000 Penalty: 2136.666016
	Iteration 0F: 2 clusters Score -959288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -954369.625000 Penalty: 4273.332031
	Iteration 0F: 3 clusters Score -954369.6 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -955754.437500 Penalty: 4273.332031
	Iteration 1F: 3 clusters Score -955754.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -956103.437500 Penalty: 4273.332031
	Iteration 2F: 3 clusters Score -956103.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -956432.687500 Penalty: 4273.332031
	Iteration 3F: 3 clusters Score -956432.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -956768.500000 Penalty: 4273.332031
	Iteration 4F: 3 clusters Score -956768.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -957039.312500 Penalty: 4273.332031
	Iteration 5F: 3 clusters Score -957039.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -957269.687500 Penalty: 4273.332031
	Iteration 6Q: 3 clusters Score -957269.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -957466.625000 Penalty: 4273.332031
	Iteration 7Q: 3 clusters Score -957466.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -957711.312500 Penalty: 4273.332031
	Iteration 8Q: 3 clusters Score -957711.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -957975.625000 Penalty: 4273.332031
	Iteration 9Q: 3 clusters Score -957975.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -958189.812500 Penalty: 4273.332031
	Iteration 10Q: 3 clusters Score -958189.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -958382.187500 Penalty: 4273.332031
	Iteration 11Q: 3 clusters Score -958382.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -958548.187500 Penalty: 4273.332031
	Iteration 12Q: 3 clusters Score -958548.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -958667.187500 Penalty: 4273.332031
	Iteration 13Q: 3 clusters Score -958667.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -958759.750000 Penalty: 4273.332031
	Iteration 14Q: 3 clusters Score -958759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -958799.312500 Penalty: 4273.332031
	Iteration 15Q: 3 clusters Score -958799.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -958818.062500 Penalty: 4273.332031
	Iteration 16Q: 3 clusters Score -958818.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -958825.812500 Penalty: 4273.332031
	Iteration 17Q: 3 clusters Score -958825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -958831.500000 Penalty: 4273.332031
	Iteration 18Q: 3 clusters Score -958831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -958835.500000 Penalty: 4273.332031
	Iteration 19Q: 3 clusters Score -958835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -958837.875000 Penalty: 4273.332031
	Iteration 20F: 3 clusters Score -958837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -958839.937500 Penalty: 4273.332031
	Iteration 21Q: 3 clusters Score -958839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -958842.000000 Penalty: 4273.332031
	Iteration 22Q: 3 clusters Score -958842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -958842.937500 Penalty: 4273.332031
	Iteration 23Q: 3 clusters Score -958842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -958841.500000 Penalty: 4273.332031
	Iteration 24Q: 3 clusters Score -958841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -958841.812500 Penalty: 4273.332031
	Iteration 25Q: 3 clusters Score -958841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -958842.375000 Penalty: 4273.332031
	Iteration 26Q: 3 clusters Score -958842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -958842.375000 Penalty: 4273.332031
	Iteration 27F: 3 clusters Score -958842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Entering Unmasked Estep 
Score: -7704047.500000 Penalty: 2648.511475
	Iteration 0F: 2 clusters Score -7704048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -7674997.500000 Penalty: 5297.022949
	Iteration 0F: 3 clusters Score -7674998 nChanged 20069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -7686130.500000 Penalty: 5297.022949
	Iteration 1F: 3 clusters Score -7686130 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -7686720.000000 Penalty: 5297.022949
	Iteration 2Q: 3 clusters Score -7686720 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -7687285.000000 Penalty: 5297.022949
	Iteration 3Q: 3 clusters Score -7687285 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -7687812.500000 Penalty: 5297.022949
	Iteration 4Q: 3 clusters Score -7687812 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -7688293.000000 Penalty: 5297.022949
	Iteration 5Q: 3 clusters Score -7688293 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -7688911.500000 Penalty: 5297.022949
	Iteration 6Q: 3 clusters Score -7688912 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -7689595.500000 Penalty: 5297.022949
	Iteration 7Q: 3 clusters Score -7689596 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -7690338.500000 Penalty: 5297.022949
	Iteration 8Q: 3 clusters Score -7690338 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -7691242.500000 Penalty: 5297.022949
	Iteration 9Q: 3 clusters Score -7691242 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -7692262.500000 Penalty: 5297.022949
	Iteration 10Q: 3 clusters Score -7692262 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -7693377.500000 Penalty: 5297.022949
	Iteration 11F: 3 clusters Score -7693378 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -7694677.000000 Penalty: 5297.022949
	Iteration 12F: 3 clusters Score -7694677 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -7696012.000000 Penalty: 5297.022949
	Iteration 13F: 3 clusters Score -7696012 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -7697416.500000 Penalty: 5297.022949
	Iteration 14Q: 3 clusters Score -7697416 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -7698910.500000 Penalty: 5297.022949
	Iteration 15Q: 3 clusters Score -7698910 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -7700166.000000 Penalty: 5297.022949
	Iteration 16Q: 3 clusters Score -7700166 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7701096.000000 Penalty: 5297.022949
	Iteration 17Q: 3 clusters Score -7701096 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7701626.500000 Penalty: 5297.022949
	Iteration 18Q: 3 clusters Score -7701626 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7701985.500000 Penalty: 5297.022949
	Iteration 19Q: 3 clusters Score -7701986 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7702196.000000 Penalty: 5297.022949
	Iteration 20F: 3 clusters Score -7702196 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7702303.500000 Penalty: 5297.022949
	Iteration 21Q: 3 clusters Score -7702304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7702369.500000 Penalty: 5297.022949
	Iteration 22Q: 3 clusters Score -7702370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7702423.000000 Penalty: 5297.022949
	Iteration 23Q: 3 clusters Score -7702423 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7702460.000000 Penalty: 5297.022949
	Iteration 24Q: 3 clusters Score -7702460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7702475.000000 Penalty: 5297.022949
	Iteration 25Q: 3 clusters Score -7702475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7702490.000000 Penalty: 5297.022949
	Iteration 26Q: 3 clusters Score -7702490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7702503.500000 Penalty: 5297.022949
	Iteration 27Q: 3 clusters Score -7702504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7702503.500000 Penalty: 5297.022949
	Iteration 28Q: 3 clusters Score -7702504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7702519.500000 Penalty: 5297.022949
	Iteration 29Q: 3 clusters Score -7702520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7702523.000000 Penalty: 5297.022949
	Iteration 30Q: 3 clusters Score -7702523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7702527.000000 Penalty: 5297.022949
	Iteration 31Q: 3 clusters Score -7702527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7702537.500000 Penalty: 5297.022949
	Iteration 32Q: 3 clusters Score -7702538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7702538.500000 Penalty: 5297.022949
	Iteration 33Q: 3 clusters Score -7702538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7702539.000000 Penalty: 5297.022949
	Iteration 34Q: 3 clusters Score -7702539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7702549.500000 Penalty: 5297.022949
	Iteration 35Q: 3 clusters Score -7702550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7702549.500000 Penalty: 5297.022949
	Iteration 36Q: 3 clusters Score -7702550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7702545.500000 Penalty: 5297.022949
	Iteration 37Q: 3 clusters Score -7702546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7702548.500000 Penalty: 5297.022949
	Iteration 38Q: 3 clusters Score -7702548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7702548.000000 Penalty: 5297.022949
	Iteration 39Q: 3 clusters Score -7702548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7702548.000000 Penalty: 5297.022949
	Iteration 40F: 3 clusters Score -7702548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Entering Unmasked Estep 
Score: -2986344.000000 Penalty: 2413.679932
	Iteration 0F: 2 clusters Score -2986344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2974304.000000 Penalty: 4827.359863
	Iteration 0F: 3 clusters Score -2974304 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2978250.500000 Penalty: 4827.359863
	Iteration 1F: 3 clusters Score -2978250 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2978604.250000 Penalty: 4827.359863
	Iteration 2F: 3 clusters Score -2978604 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2978875.000000 Penalty: 4827.359863
	Iteration 3Q: 3 clusters Score -2978875 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2979124.500000 Penalty: 4827.359863
	Iteration 4Q: 3 clusters Score -2979124 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2979379.500000 Penalty: 4827.359863
	Iteration 5Q: 3 clusters Score -2979380 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2979715.250000 Penalty: 4827.359863
	Iteration 6Q: 3 clusters Score -2979715 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2980139.250000 Penalty: 4827.359863
	Iteration 7Q: 3 clusters Score -2980139 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2980769.000000 Penalty: 4827.359863
	Iteration 8F: 3 clusters Score -2980769 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2981671.250000 Penalty: 4827.359863
	Iteration 9F: 3 clusters Score -2981671 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2982566.250000 Penalty: 4827.359863
	Iteration 10F: 3 clusters Score -2982566 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2983354.500000 Penalty: 4827.359863
	Iteration 11F: 3 clusters Score -2983354 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2983893.000000 Penalty: 4827.359863
	Iteration 12Q: 3 clusters Score -2983893 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2984219.500000 Penalty: 4827.359863
	Iteration 13Q: 3 clusters Score -2984220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2984412.750000 Penalty: 4827.359863
	Iteration 14Q: 3 clusters Score -2984413 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2984517.000000 Penalty: 4827.359863
	Iteration 15Q: 3 clusters Score -2984517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2984584.750000 Penalty: 4827.359863
	Iteration 16Q: 3 clusters Score -2984585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2984637.500000 Penalty: 4827.359863
	Iteration 17Q: 3 clusters Score -2984638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2984673.500000 Penalty: 4827.359863
	Iteration 18Q: 3 clusters Score -2984674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2984688.500000 Penalty: 4827.359863
	Iteration 19Q: 3 clusters Score -2984688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2984716.750000 Penalty: 4827.359863
	Iteration 20F: 3 clusters Score -2984717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2984733.500000 Penalty: 4827.359863
	Iteration 21Q: 3 clusters Score -2984734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2984751.000000 Penalty: 4827.359863
	Iteration 22Q: 3 clusters Score -2984751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2984748.750000 Penalty: 4827.359863
	Iteration 23Q: 3 clusters Score -2984749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2984754.750000 Penalty: 4827.359863
	Iteration 24Q: 3 clusters Score -2984755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2984760.750000 Penalty: 4827.359863
	Iteration 25Q: 3 clusters Score -2984761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2984763.500000 Penalty: 4827.359863
	Iteration 26Q: 3 clusters Score -2984764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2984765.000000 Penalty: 4827.359863
	Iteration 27Q: 3 clusters Score -2984765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2984770.000000 Penalty: 4827.359863
	Iteration 28Q: 3 clusters Score -2984770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2984770.000000 Penalty: 4827.359863
	Iteration 29F: 3 clusters Score -2984770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 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 268 members 
Entering Unmasked Estep 
Score: -46231.906250 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46231.91 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46932.105469 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46932.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47401.316406 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -47401.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47635.699219 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -47635.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47831.578125 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -47831.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48006.761719 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -48006.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48097.054688 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -48097.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48141.652344 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -48141.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48146.269531 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -48146.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48166.738281 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -48166.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48174.425781 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -48174.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48177.929688 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -48177.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48177.929688 Penalty: 3129.719482
	Iteration 12F: 3 clusters Score -48177.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 40575 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55627 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 16858 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 48254 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 48081 members 
Mstep: Class 20 contains 53209 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44339 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15049 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48563 members 
Mstep: Class 29 contains 51290 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49564 members 
Mstep: Class 32 contains 42288 members 
Mstep: Class 33 contains 52937 members 
Mstep: Class 34 contains 34811 members 
Mstep: Class 35 contains 49748 members 
Mstep: Class 36 contains 48547 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 155 members 
Entering Unmasked Estep 
Score: -196391584.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196392736.000000 to -196391584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -1158799.375000 Penalty: 2182.016602
	Iteration 0F: 2 clusters Score -1158799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1153357.375000 Penalty: 4364.033203
	Iteration 0F: 3 clusters Score -1153357 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1154825.875000 Penalty: 4364.033203
	Iteration 1F: 3 clusters Score -1154826 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1155140.125000 Penalty: 4364.033203
	Iteration 2F: 3 clusters Score -1155140 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1155420.625000 Penalty: 4364.033203
	Iteration 3F: 3 clusters Score -1155421 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1155684.750000 Penalty: 4364.033203
	Iteration 4Q: 3 clusters Score -1155685 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1155937.750000 Penalty: 4364.033203
	Iteration 5F: 3 clusters Score -1155938 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1156176.375000 Penalty: 4364.033203
	Iteration 6F: 3 clusters Score -1156176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1156394.500000 Penalty: 4364.033203
	Iteration 7Q: 3 clusters Score -1156394 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1156624.375000 Penalty: 4364.033203
	Iteration 8Q: 3 clusters Score -1156624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1156837.500000 Penalty: 4364.033203
	Iteration 9Q: 3 clusters Score -1156838 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1157040.125000 Penalty: 4364.033203
	Iteration 10Q: 3 clusters Score -1157040 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1157225.875000 Penalty: 4364.033203
	Iteration 11Q: 3 clusters Score -1157226 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1157362.375000 Penalty: 4364.033203
	Iteration 12Q: 3 clusters Score -1157362 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1157468.000000 Penalty: 4364.033203
	Iteration 13Q: 3 clusters Score -1157468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1157537.500000 Penalty: 4364.033203
	Iteration 14Q: 3 clusters Score -1157538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1157605.500000 Penalty: 4364.033203
	Iteration 15Q: 3 clusters Score -1157606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1157652.375000 Penalty: 4364.033203
	Iteration 16Q: 3 clusters Score -1157652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1157685.125000 Penalty: 4364.033203
	Iteration 17Q: 3 clusters Score -1157685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1157704.000000 Penalty: 4364.033203
	Iteration 18Q: 3 clusters Score -1157704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1157731.250000 Penalty: 4364.033203
	Iteration 19Q: 3 clusters Score -1157731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1157753.750000 Penalty: 4364.033203
	Iteration 20F: 3 clusters Score -1157754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1157773.000000 Penalty: 4364.033203
	Iteration 21Q: 3 clusters Score -1157773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1157794.375000 Penalty: 4364.033203
	Iteration 22Q: 3 clusters Score -1157794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1157814.375000 Penalty: 4364.033203
	Iteration 23Q: 3 clusters Score -1157814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1157822.000000 Penalty: 4364.033203
	Iteration 24Q: 3 clusters Score -1157822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1157834.125000 Penalty: 4364.033203
	Iteration 25Q: 3 clusters Score -1157834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1157842.750000 Penalty: 4364.033203
	Iteration 26Q: 3 clusters Score -1157843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1157847.375000 Penalty: 4364.033203
	Iteration 27Q: 3 clusters Score -1157847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1157851.875000 Penalty: 4364.033203
	Iteration 28Q: 3 clusters Score -1157852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1157853.375000 Penalty: 4364.033203
	Iteration 29Q: 3 clusters Score -1157853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1157855.875000 Penalty: 4364.033203
	Iteration 30Q: 3 clusters Score -1157856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1157859.375000 Penalty: 4364.033203
	Iteration 31Q: 3 clusters Score -1157859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1157859.375000 Penalty: 4364.033203
	Iteration 32Q: 3 clusters Score -1157859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1157865.750000 Penalty: 4364.033203
	Iteration 33Q: 3 clusters Score -1157866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1157870.500000 Penalty: 4364.033203
	Iteration 34Q: 3 clusters Score -1157870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1157875.250000 Penalty: 4364.033203
	Iteration 35Q: 3 clusters Score -1157875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1157881.875000 Penalty: 4364.033203
	Iteration 36Q: 3 clusters Score -1157882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1157884.625000 Penalty: 4364.033203
	Iteration 37Q: 3 clusters Score -1157885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1157887.250000 Penalty: 4364.033203
	Iteration 38Q: 3 clusters Score -1157887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1157889.125000 Penalty: 4364.033203
	Iteration 39Q: 3 clusters Score -1157889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1157887.875000 Penalty: 4364.033203
	Iteration 40F: 3 clusters Score -1157888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1157892.375000 Penalty: 4364.033203
	Iteration 41Q: 3 clusters Score -1157892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1157890.750000 Penalty: 4364.033203
	Iteration 42Q: 3 clusters Score -1157891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1157894.000000 Penalty: 4364.033203
	Iteration 43Q: 3 clusters Score -1157894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1157897.250000 Penalty: 4364.033203
	Iteration 44Q: 3 clusters Score -1157897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1157896.750000 Penalty: 4364.033203
	Iteration 45Q: 3 clusters Score -1157897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1157897.500000 Penalty: 4364.033203
	Iteration 46Q: 3 clusters Score -1157898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1157897.500000 Penalty: 4364.033203
	Iteration 47Q: 3 clusters Score -1157898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1157897.500000 Penalty: 4364.033203
	Iteration 48F: 3 clusters Score -1157898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Entering Unmasked Estep 
Score: -9434660.000000 Penalty: 2694.150146
	Iteration 0F: 2 clusters Score -9434660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -9404034.000000 Penalty: 5388.300293
	Iteration 0F: 3 clusters Score -9404034 nChanged 24150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -9417242.000000 Penalty: 5388.300293
	Iteration 1F: 3 clusters Score -9417242 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -9417723.000000 Penalty: 5388.300293
	Iteration 2Q: 3 clusters Score -9417723 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -9418232.000000 Penalty: 5388.300293
	Iteration 3Q: 3 clusters Score -9418232 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -9418692.000000 Penalty: 5388.300293
	Iteration 4Q: 3 clusters Score -9418692 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -9419135.000000 Penalty: 5388.300293
	Iteration 5Q: 3 clusters Score -9419135 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -9419794.000000 Penalty: 5388.300293
	Iteration 6Q: 3 clusters Score -9419794 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -9420578.000000 Penalty: 5388.300293
	Iteration 7Q: 3 clusters Score -9420578 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -9421598.000000 Penalty: 5388.300293
	Iteration 8Q: 3 clusters Score -9421598 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -9423057.000000 Penalty: 5388.300293
	Iteration 9F: 3 clusters Score -9423057 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -9425209.000000 Penalty: 5388.300293
	Iteration 10F: 3 clusters Score -9425209 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -9427852.000000 Penalty: 5388.300293
	Iteration 11F: 3 clusters Score -9427852 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -9430001.000000 Penalty: 5388.300293
	Iteration 12F: 3 clusters Score -9430001 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -9431172.000000 Penalty: 5388.300293
	Iteration 13F: 3 clusters Score -9431172 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9431632.000000 Penalty: 5388.300293
	Iteration 14Q: 3 clusters Score -9431632 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9431923.000000 Penalty: 5388.300293
	Iteration 15Q: 3 clusters Score -9431923 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9432099.000000 Penalty: 5388.300293
	Iteration 16Q: 3 clusters Score -9432099 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9432215.000000 Penalty: 5388.300293
	Iteration 17Q: 3 clusters Score -9432215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9432281.000000 Penalty: 5388.300293
	Iteration 18Q: 3 clusters Score -9432281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9432316.000000 Penalty: 5388.300293
	Iteration 19Q: 3 clusters Score -9432316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9432350.000000 Penalty: 5388.300293
	Iteration 20F: 3 clusters Score -9432350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9432384.000000 Penalty: 5388.300293
	Iteration 21Q: 3 clusters Score -9432384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9432403.000000 Penalty: 5388.300293
	Iteration 22Q: 3 clusters Score -9432403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9432429.000000 Penalty: 5388.300293
	Iteration 23Q: 3 clusters Score -9432429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9432445.000000 Penalty: 5388.300293
	Iteration 24Q: 3 clusters Score -9432445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9432450.000000 Penalty: 5388.300293
	Iteration 25Q: 3 clusters Score -9432450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9432456.000000 Penalty: 5388.300293
	Iteration 26Q: 3 clusters Score -9432456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9432455.000000 Penalty: 5388.300293
	Iteration 27Q: 3 clusters Score -9432455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9432457.000000 Penalty: 5388.300293
	Iteration 28Q: 3 clusters Score -9432457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9432448.000000 Penalty: 5388.300293
	Iteration 29Q: 3 clusters Score -9432448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9432450.000000 Penalty: 5388.300293
	Iteration 30Q: 3 clusters Score -9432450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9432450.000000 Penalty: 5388.300293
	Iteration 31F: 3 clusters Score -9432450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -137018.125000 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -137018.1 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 388 members 
Entering Unmasked Estep 
Score: -135285.656250 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -135285.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -135610.453125 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -135610.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -135819.734375 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -135819.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -135980.593750 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -135980.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -136128.796875 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -136128.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -136259.203125 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -136259.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -136339.968750 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -136340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -136372.750000 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -136372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -136386.453125 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -136386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -136392.890625 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -136392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -136394.812500 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -136394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -136395.796875 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -136395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -136396.812500 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -136396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -136398.078125 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -136398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -136399.171875 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -136399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -136399.171875 Penalty: 3322.340820
	Iteration 15F: 3 clusters Score -136399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Entering Unmasked Estep 
Score: -3011108.750000 Penalty: 2417.403320
	Iteration 0F: 2 clusters Score -3011109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2998899.500000 Penalty: 4834.806641
	Iteration 0F: 3 clusters Score -2998900 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3003210.000000 Penalty: 4834.806641
	Iteration 1F: 3 clusters Score -3003210 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3003819.250000 Penalty: 4834.806641
	Iteration 2F: 3 clusters Score -3003819 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3004414.250000 Penalty: 4834.806641
	Iteration 3F: 3 clusters Score -3004414 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3004958.000000 Penalty: 4834.806641
	Iteration 4F: 3 clusters Score -3004958 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3005447.500000 Penalty: 4834.806641
	Iteration 5F: 3 clusters Score -3005448 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3005911.750000 Penalty: 4834.806641
	Iteration 6Q: 3 clusters Score -3005912 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3006349.250000 Penalty: 4834.806641
	Iteration 7Q: 3 clusters Score -3006349 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3006788.000000 Penalty: 4834.806641
	Iteration 8Q: 3 clusters Score -3006788 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3007160.250000 Penalty: 4834.806641
	Iteration 9Q: 3 clusters Score -3007160 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3007445.250000 Penalty: 4834.806641
	Iteration 10Q: 3 clusters Score -3007445 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3007651.750000 Penalty: 4834.806641
	Iteration 11Q: 3 clusters Score -3007652 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3007792.250000 Penalty: 4834.806641
	Iteration 12Q: 3 clusters Score -3007792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3007901.500000 Penalty: 4834.806641
	Iteration 13Q: 3 clusters Score -3007902 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3007986.250000 Penalty: 4834.806641
	Iteration 14Q: 3 clusters Score -3007986 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3008053.750000 Penalty: 4834.806641
	Iteration 15Q: 3 clusters Score -3008054 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3008126.750000 Penalty: 4834.806641
	Iteration 16Q: 3 clusters Score -3008127 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3008194.000000 Penalty: 4834.806641
	Iteration 17Q: 3 clusters Score -3008194 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3008285.750000 Penalty: 4834.806641
	Iteration 18Q: 3 clusters Score -3008286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3008387.500000 Penalty: 4834.806641
	Iteration 19Q: 3 clusters Score -3008388 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3008519.750000 Penalty: 4834.806641
	Iteration 20F: 3 clusters Score -3008520 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3008671.750000 Penalty: 4834.806641
	Iteration 21Q: 3 clusters Score -3008672 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3008863.250000 Penalty: 4834.806641
	Iteration 22Q: 3 clusters Score -3008863 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3009060.500000 Penalty: 4834.806641
	Iteration 23Q: 3 clusters Score -3009060 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3009249.000000 Penalty: 4834.806641
	Iteration 24Q: 3 clusters Score -3009249 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3009391.250000 Penalty: 4834.806641
	Iteration 25Q: 3 clusters Score -3009391 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3009445.000000 Penalty: 4834.806641
	Iteration 26Q: 3 clusters Score -3009445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3009497.750000 Penalty: 4834.806641
	Iteration 27Q: 3 clusters Score -3009498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3009539.500000 Penalty: 4834.806641
	Iteration 28Q: 3 clusters Score -3009540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3009561.750000 Penalty: 4834.806641
	Iteration 29Q: 3 clusters Score -3009562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3009579.250000 Penalty: 4834.806641
	Iteration 30Q: 3 clusters Score -3009579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3009580.500000 Penalty: 4834.806641
	Iteration 31Q: 3 clusters Score -3009580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3009593.250000 Penalty: 4834.806641
	Iteration 32Q: 3 clusters Score -3009593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3009617.250000 Penalty: 4834.806641
	Iteration 33Q: 3 clusters Score -3009617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3009628.500000 Penalty: 4834.806641
	Iteration 34Q: 3 clusters Score -3009628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3009644.500000 Penalty: 4834.806641
	Iteration 35Q: 3 clusters Score -3009644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3009670.000000 Penalty: 4834.806641
	Iteration 36Q: 3 clusters Score -3009670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3009679.750000 Penalty: 4834.806641
	Iteration 37Q: 3 clusters Score -3009680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3009685.750000 Penalty: 4834.806641
	Iteration 38Q: 3 clusters Score -3009686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3009696.000000 Penalty: 4834.806641
	Iteration 39Q: 3 clusters Score -3009696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3009702.250000 Penalty: 4834.806641
	Iteration 40F: 3 clusters Score -3009702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3009721.000000 Penalty: 4834.806641
	Iteration 41Q: 3 clusters Score -3009721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3009724.750000 Penalty: 4834.806641
	Iteration 42Q: 3 clusters Score -3009725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3009724.250000 Penalty: 4834.806641
	Iteration 43Q: 3 clusters Score -3009724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3009721.000000 Penalty: 4834.806641
	Iteration 44Q: 3 clusters Score -3009721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3009725.000000 Penalty: 4834.806641
	Iteration 45Q: 3 clusters Score -3009725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3009722.500000 Penalty: 4834.806641
	Iteration 46Q: 3 clusters Score -3009722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3009736.750000 Penalty: 4834.806641
	Iteration 47Q: 3 clusters Score -3009737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3009736.000000 Penalty: 4834.806641
	Iteration 48Q: 3 clusters Score -3009736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3009738.500000 Penalty: 4834.806641
	Iteration 49Q: 3 clusters Score -3009738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3009744.500000 Penalty: 4834.806641
	Iteration 50Q: 3 clusters Score -3009744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3009737.500000 Penalty: 4834.806641
	Iteration 51Q: 3 clusters Score -3009738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3009742.500000 Penalty: 4834.806641
	Iteration 52Q: 3 clusters Score -3009742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3009747.750000 Penalty: 4834.806641
	Iteration 53Q: 3 clusters Score -3009748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3009750.250000 Penalty: 4834.806641
	Iteration 54Q: 3 clusters Score -3009750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3009751.750000 Penalty: 4834.806641
	Iteration 55Q: 3 clusters Score -3009752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3009752.250000 Penalty: 4834.806641
	Iteration 56Q: 3 clusters Score -3009752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3009753.500000 Penalty: 4834.806641
	Iteration 57Q: 3 clusters Score -3009754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3009758.500000 Penalty: 4834.806641
	Iteration 58Q: 3 clusters Score -3009758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3009756.750000 Penalty: 4834.806641
	Iteration 59Q: 3 clusters Score -3009757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3009754.750000 Penalty: 4834.806641
	Iteration 60F: 3 clusters Score -3009755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3009751.250000 Penalty: 4834.806641
	Iteration 61Q: 3 clusters Score -3009751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3009754.750000 Penalty: 4834.806641
	Iteration 62Q: 3 clusters Score -3009755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3009754.750000 Penalty: 4834.806641
	Iteration 63F: 3 clusters Score -3009755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Entering Unmasked Estep 
Score: -7616966.500000 Penalty: 2644.419922
	Iteration 0F: 2 clusters Score -7616966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -7588569.500000 Penalty: 5288.839844
	Iteration 0F: 3 clusters Score -7588570 nChanged 19594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7599332.500000 Penalty: 5288.839844
	Iteration 1F: 3 clusters Score -7599332 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -7600152.500000 Penalty: 5288.839844
	Iteration 2Q: 3 clusters Score -7600152 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -7601132.500000 Penalty: 5288.839844
	Iteration 3F: 3 clusters Score -7601132 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -7602293.000000 Penalty: 5288.839844
	Iteration 4F: 3 clusters Score -7602293 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -7603716.000000 Penalty: 5288.839844
	Iteration 5F: 3 clusters Score -7603716 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -7605227.500000 Penalty: 5288.839844
	Iteration 6F: 3 clusters Score -7605228 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -7606559.000000 Penalty: 5288.839844
	Iteration 7F: 3 clusters Score -7606559 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7607704.500000 Penalty: 5288.839844
	Iteration 8F: 3 clusters Score -7607704 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -7608790.500000 Penalty: 5288.839844
	Iteration 9Q: 3 clusters Score -7608790 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -7609806.500000 Penalty: 5288.839844
	Iteration 10Q: 3 clusters Score -7609806 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -7610791.000000 Penalty: 5288.839844
	Iteration 11Q: 3 clusters Score -7610791 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -7611672.500000 Penalty: 5288.839844
	Iteration 12Q: 3 clusters Score -7611672 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -7612531.500000 Penalty: 5288.839844
	Iteration 13Q: 3 clusters Score -7612532 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7613301.000000 Penalty: 5288.839844
	Iteration 14Q: 3 clusters Score -7613301 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -7613888.000000 Penalty: 5288.839844
	Iteration 15Q: 3 clusters Score -7613888 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -7614328.000000 Penalty: 5288.839844
	Iteration 16Q: 3 clusters Score -7614328 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -7614636.000000 Penalty: 5288.839844
	Iteration 17Q: 3 clusters Score -7614636 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7614849.500000 Penalty: 5288.839844
	Iteration 18Q: 3 clusters Score -7614850 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7614985.000000 Penalty: 5288.839844
	Iteration 19Q: 3 clusters Score -7614985 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -7615050.500000 Penalty: 5288.839844
	Iteration 20F: 3 clusters Score -7615050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -7615105.000000 Penalty: 5288.839844
	Iteration 21Q: 3 clusters Score -7615105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7615130.500000 Penalty: 5288.839844
	Iteration 22Q: 3 clusters Score -7615130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -7615141.000000 Penalty: 5288.839844
	Iteration 23Q: 3 clusters Score -7615141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -7615176.500000 Penalty: 5288.839844
	Iteration 24Q: 3 clusters Score -7615176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7615217.000000 Penalty: 5288.839844
	Iteration 25Q: 3 clusters Score -7615217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -7615234.000000 Penalty: 5288.839844
	Iteration 26Q: 3 clusters Score -7615234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -7615245.000000 Penalty: 5288.839844
	Iteration 27Q: 3 clusters Score -7615245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -7615262.000000 Penalty: 5288.839844
	Iteration 28Q: 3 clusters Score -7615262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7615269.000000 Penalty: 5288.839844
	Iteration 29Q: 3 clusters Score -7615269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -7615270.000000 Penalty: 5288.839844
	Iteration 30Q: 3 clusters Score -7615270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -7615271.500000 Penalty: 5288.839844
	Iteration 31Q: 3 clusters Score -7615272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -7615272.500000 Penalty: 5288.839844
	Iteration 32Q: 3 clusters Score -7615272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -7615276.000000 Penalty: 5288.839844
	Iteration 33Q: 3 clusters Score -7615276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -7615277.500000 Penalty: 5288.839844
	Iteration 34Q: 3 clusters Score -7615278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7615283.500000 Penalty: 5288.839844
	Iteration 35Q: 3 clusters Score -7615284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -7615283.500000 Penalty: 5288.839844
	Iteration 36Q: 3 clusters Score -7615284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7615281.000000 Penalty: 5288.839844
	Iteration 37Q: 3 clusters Score -7615281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7615281.000000 Penalty: 5288.839844
	Iteration 38F: 3 clusters Score -7615281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Entering Unmasked Estep 
Score: -8700931.000000 Penalty: 2674.489990
	Iteration 0F: 2 clusters Score -8700931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8671177.000000 Penalty: 5348.979980
	Iteration 0F: 3 clusters Score -8671177 nChanged 22127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8683258.000000 Penalty: 5348.979980
	Iteration 1F: 3 clusters Score -8683258 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -8683728.000000 Penalty: 5348.979980
	Iteration 2Q: 3 clusters Score -8683728 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -8684214.000000 Penalty: 5348.979980
	Iteration 3Q: 3 clusters Score -8684214 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -8684628.000000 Penalty: 5348.979980
	Iteration 4Q: 3 clusters Score -8684628 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -8685109.000000 Penalty: 5348.979980
	Iteration 5Q: 3 clusters Score -8685109 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -8685867.000000 Penalty: 5348.979980
	Iteration 6Q: 3 clusters Score -8685867 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -8686898.000000 Penalty: 5348.979980
	Iteration 7Q: 3 clusters Score -8686898 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -8688521.000000 Penalty: 5348.979980
	Iteration 8F: 3 clusters Score -8688521 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -8690961.000000 Penalty: 5348.979980
	Iteration 9F: 3 clusters Score -8690961 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -8693816.000000 Penalty: 5348.979980
	Iteration 10F: 3 clusters Score -8693816 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -8695950.000000 Penalty: 5348.979980
	Iteration 11F: 3 clusters Score -8695950 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8697142.000000 Penalty: 5348.979980
	Iteration 12Q: 3 clusters Score -8697142 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8697808.000000 Penalty: 5348.979980
	Iteration 13Q: 3 clusters Score -8697808 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -8698159.000000 Penalty: 5348.979980
	Iteration 14Q: 3 clusters Score -8698159 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -8698369.000000 Penalty: 5348.979980
	Iteration 15Q: 3 clusters Score -8698369 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -8698458.000000 Penalty: 5348.979980
	Iteration 16Q: 3 clusters Score -8698458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -8698549.000000 Penalty: 5348.979980
	Iteration 17Q: 3 clusters Score -8698549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -8698612.000000 Penalty: 5348.979980
	Iteration 18Q: 3 clusters Score -8698612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -8698642.000000 Penalty: 5348.979980
	Iteration 19Q: 3 clusters Score -8698642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8698673.000000 Penalty: 5348.979980
	Iteration 20F: 3 clusters Score -8698673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -8698698.000000 Penalty: 5348.979980
	Iteration 21Q: 3 clusters Score -8698698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -8698712.000000 Penalty: 5348.979980
	Iteration 22Q: 3 clusters Score -8698712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -8698738.000000 Penalty: 5348.979980
	Iteration 23Q: 3 clusters Score -8698738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -8698744.000000 Penalty: 5348.979980
	Iteration 24Q: 3 clusters Score -8698744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -8698765.000000 Penalty: 5348.979980
	Iteration 25Q: 3 clusters Score -8698765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -8698763.000000 Penalty: 5348.979980
	Iteration 26Q: 3 clusters Score -8698763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -8698770.000000 Penalty: 5348.979980
	Iteration 27Q: 3 clusters Score -8698770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -8698763.000000 Penalty: 5348.979980
	Iteration 28Q: 3 clusters Score -8698763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -8698761.000000 Penalty: 5348.979980
	Iteration 29Q: 3 clusters Score -8698761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -8698764.000000 Penalty: 5348.979980
	Iteration 30Q: 3 clusters Score -8698764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -8698768.000000 Penalty: 5348.979980
	Iteration 31Q: 3 clusters Score -8698768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -8698767.000000 Penalty: 5348.979980
	Iteration 32Q: 3 clusters Score -8698767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -8698767.000000 Penalty: 5348.979980
	Iteration 33F: 3 clusters Score -8698767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -800759.437500 Penalty: 2084.863770
	Iteration 0F: 2 clusters Score -800759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -796613.312500 Penalty: 4169.727539
	Iteration 0F: 3 clusters Score -796613.3 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -797577.187500 Penalty: 4169.727539
	Iteration 1F: 3 clusters Score -797577.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -797744.437500 Penalty: 4169.727539
	Iteration 2F: 3 clusters Score -797744.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -797847.437500 Penalty: 4169.727539
	Iteration 3Q: 3 clusters Score -797847.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -797917.500000 Penalty: 4169.727539
	Iteration 4Q: 3 clusters Score -797917.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -797976.375000 Penalty: 4169.727539
	Iteration 5Q: 3 clusters Score -797976.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -798033.000000 Penalty: 4169.727539
	Iteration 6Q: 3 clusters Score -798033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -798094.875000 Penalty: 4169.727539
	Iteration 7Q: 3 clusters Score -798094.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -798145.687500 Penalty: 4169.727539
	Iteration 8Q: 3 clusters Score -798145.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -798188.562500 Penalty: 4169.727539
	Iteration 9Q: 3 clusters Score -798188.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -798220.875000 Penalty: 4169.727539
	Iteration 10Q: 3 clusters Score -798220.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -798264.875000 Penalty: 4169.727539
	Iteration 11Q: 3 clusters Score -798264.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -798302.000000 Penalty: 4169.727539
	Iteration 12Q: 3 clusters Score -798302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -798338.125000 Penalty: 4169.727539
	Iteration 13Q: 3 clusters Score -798338.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -798371.937500 Penalty: 4169.727539
	Iteration 14Q: 3 clusters Score -798371.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -798405.437500 Penalty: 4169.727539
	Iteration 15Q: 3 clusters Score -798405.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -798435.250000 Penalty: 4169.727539
	Iteration 16Q: 3 clusters Score -798435.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -798467.750000 Penalty: 4169.727539
	Iteration 17Q: 3 clusters Score -798467.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -798507.625000 Penalty: 4169.727539
	Iteration 18Q: 3 clusters Score -798507.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -798546.875000 Penalty: 4169.727539
	Iteration 19Q: 3 clusters Score -798546.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -798573.500000 Penalty: 4169.727539
	Iteration 20F: 3 clusters Score -798573.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -798600.437500 Penalty: 4169.727539
	Iteration 21Q: 3 clusters Score -798600.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -798628.000000 Penalty: 4169.727539
	Iteration 22Q: 3 clusters Score -798628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -798649.250000 Penalty: 4169.727539
	Iteration 23Q: 3 clusters Score -798649.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -798670.937500 Penalty: 4169.727539
	Iteration 24Q: 3 clusters Score -798670.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -798692.437500 Penalty: 4169.727539
	Iteration 25Q: 3 clusters Score -798692.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -798708.750000 Penalty: 4169.727539
	Iteration 26Q: 3 clusters Score -798708.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -798726.687500 Penalty: 4169.727539
	Iteration 27Q: 3 clusters Score -798726.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -798737.312500 Penalty: 4169.727539
	Iteration 28Q: 3 clusters Score -798737.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -798745.562500 Penalty: 4169.727539
	Iteration 29Q: 3 clusters Score -798745.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -798753.312500 Penalty: 4169.727539
	Iteration 30Q: 3 clusters Score -798753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -798764.750000 Penalty: 4169.727539
	Iteration 31Q: 3 clusters Score -798764.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -798780.437500 Penalty: 4169.727539
	Iteration 32Q: 3 clusters Score -798780.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -798791.625000 Penalty: 4169.727539
	Iteration 33Q: 3 clusters Score -798791.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -798801.625000 Penalty: 4169.727539
	Iteration 34Q: 3 clusters Score -798801.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -798806.437500 Penalty: 4169.727539
	Iteration 35Q: 3 clusters Score -798806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -798811.437500 Penalty: 4169.727539
	Iteration 36Q: 3 clusters Score -798811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -798815.875000 Penalty: 4169.727539
	Iteration 37Q: 3 clusters Score -798815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -798824.812500 Penalty: 4169.727539
	Iteration 38Q: 3 clusters Score -798824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -798825.312500 Penalty: 4169.727539
	Iteration 39Q: 3 clusters Score -798825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -798830.562500 Penalty: 4169.727539
	Iteration 40F: 3 clusters Score -798830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -798835.500000 Penalty: 4169.727539
	Iteration 41Q: 3 clusters Score -798835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -798839.812500 Penalty: 4169.727539
	Iteration 42Q: 3 clusters Score -798839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -798842.625000 Penalty: 4169.727539
	Iteration 43Q: 3 clusters Score -798842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -798843.437500 Penalty: 4169.727539
	Iteration 44Q: 3 clusters Score -798843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -798848.250000 Penalty: 4169.727539
	Iteration 45Q: 3 clusters Score -798848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -798849.750000 Penalty: 4169.727539
	Iteration 46Q: 3 clusters Score -798849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -798849.812500 Penalty: 4169.727539
	Iteration 47Q: 3 clusters Score -798849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -798852.437500 Penalty: 4169.727539
	Iteration 48Q: 3 clusters Score -798852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -798855.250000 Penalty: 4169.727539
	Iteration 49Q: 3 clusters Score -798855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -798856.375000 Penalty: 4169.727539
	Iteration 50Q: 3 clusters Score -798856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -798857.562500 Penalty: 4169.727539
	Iteration 51Q: 3 clusters Score -798857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -798857.500000 Penalty: 4169.727539
	Iteration 52Q: 3 clusters Score -798857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -798857.250000 Penalty: 4169.727539
	Iteration 53Q: 3 clusters Score -798857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -798857.250000 Penalty: 4169.727539
	Iteration 54F: 3 clusters Score -798857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Entering Unmasked Estep 
Score: -8665092.000000 Penalty: 2673.599365
	Iteration 0F: 2 clusters Score -8665092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -8634262.000000 Penalty: 5347.198730
	Iteration 0F: 3 clusters Score -8634262 nChanged 22059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -8646672.000000 Penalty: 5347.198730
	Iteration 1F: 3 clusters Score -8646672 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8647268.000000 Penalty: 5347.198730
	Iteration 2Q: 3 clusters Score -8647268 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8647853.000000 Penalty: 5347.198730
	Iteration 3Q: 3 clusters Score -8647853 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -8648408.000000 Penalty: 5347.198730
	Iteration 4Q: 3 clusters Score -8648408 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -8649208.000000 Penalty: 5347.198730
	Iteration 5Q: 3 clusters Score -8649208 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -8650105.000000 Penalty: 5347.198730
	Iteration 6Q: 3 clusters Score -8650105 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -8651266.000000 Penalty: 5347.198730
	Iteration 7Q: 3 clusters Score -8651266 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -8652745.000000 Penalty: 5347.198730
	Iteration 8F: 3 clusters Score -8652745 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -8654490.000000 Penalty: 5347.198730
	Iteration 9F: 3 clusters Score -8654490 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -8656177.000000 Penalty: 5347.198730
	Iteration 10Q: 3 clusters Score -8656177 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -8657246.000000 Penalty: 5347.198730
	Iteration 11Q: 3 clusters Score -8657246 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -8657920.000000 Penalty: 5347.198730
	Iteration 12Q: 3 clusters Score -8657920 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -8658370.000000 Penalty: 5347.198730
	Iteration 13Q: 3 clusters Score -8658370 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -8658709.000000 Penalty: 5347.198730
	Iteration 14Q: 3 clusters Score -8658709 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -8659089.000000 Penalty: 5347.198730
	Iteration 15Q: 3 clusters Score -8659089 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -8659444.000000 Penalty: 5347.198730
	Iteration 16Q: 3 clusters Score -8659444 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -8659798.000000 Penalty: 5347.198730
	Iteration 17Q: 3 clusters Score -8659798 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -8660185.000000 Penalty: 5347.198730
	Iteration 18Q: 3 clusters Score -8660185 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -8660514.000000 Penalty: 5347.198730
	Iteration 19Q: 3 clusters Score -8660514 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -8660829.000000 Penalty: 5347.198730
	Iteration 20F: 3 clusters Score -8660829 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8661141.000000 Penalty: 5347.198730
	Iteration 21Q: 3 clusters Score -8661141 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8661439.000000 Penalty: 5347.198730
	Iteration 22Q: 3 clusters Score -8661439 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8661732.000000 Penalty: 5347.198730
	Iteration 23Q: 3 clusters Score -8661732 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8661987.000000 Penalty: 5347.198730
	Iteration 24Q: 3 clusters Score -8661987 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8662244.000000 Penalty: 5347.198730
	Iteration 25Q: 3 clusters Score -8662244 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8662411.000000 Penalty: 5347.198730
	Iteration 26Q: 3 clusters Score -8662411 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8662546.000000 Penalty: 5347.198730
	Iteration 27Q: 3 clusters Score -8662546 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8662642.000000 Penalty: 5347.198730
	Iteration 28Q: 3 clusters Score -8662642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8662678.000000 Penalty: 5347.198730
	Iteration 29Q: 3 clusters Score -8662678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8662714.000000 Penalty: 5347.198730
	Iteration 30Q: 3 clusters Score -8662714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8662741.000000 Penalty: 5347.198730
	Iteration 31Q: 3 clusters Score -8662741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8662790.000000 Penalty: 5347.198730
	Iteration 32Q: 3 clusters Score -8662790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8662803.000000 Penalty: 5347.198730
	Iteration 33Q: 3 clusters Score -8662803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8662834.000000 Penalty: 5347.198730
	Iteration 34Q: 3 clusters Score -8662834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8662852.000000 Penalty: 5347.198730
	Iteration 35Q: 3 clusters Score -8662852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8662866.000000 Penalty: 5347.198730
	Iteration 36Q: 3 clusters Score -8662866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8662875.000000 Penalty: 5347.198730
	Iteration 37Q: 3 clusters Score -8662875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8662893.000000 Penalty: 5347.198730
	Iteration 38Q: 3 clusters Score -8662893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8662910.000000 Penalty: 5347.198730
	Iteration 39Q: 3 clusters Score -8662910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8662918.000000 Penalty: 5347.198730
	Iteration 40F: 3 clusters Score -8662918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8662911.000000 Penalty: 5347.198730
	Iteration 41Q: 3 clusters Score -8662911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8662912.000000 Penalty: 5347.198730
	Iteration 42Q: 3 clusters Score -8662912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8662912.000000 Penalty: 5347.198730
	Iteration 43F: 3 clusters Score -8662912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Entering Unmasked Estep 
Score: -9608294.000000 Penalty: 2698.731689
	Iteration 0F: 2 clusters Score -9608294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -9577338.000000 Penalty: 5397.463379
	Iteration 0F: 3 clusters Score -9577338 nChanged 24636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -9590746.000000 Penalty: 5397.463379
	Iteration 1F: 3 clusters Score -9590746 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -9591195.000000 Penalty: 5397.463379
	Iteration 2Q: 3 clusters Score -9591195 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -9591566.000000 Penalty: 5397.463379
	Iteration 3Q: 3 clusters Score -9591566 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -9591872.000000 Penalty: 5397.463379
	Iteration 4Q: 3 clusters Score -9591872 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -9592095.000000 Penalty: 5397.463379
	Iteration 5Q: 3 clusters Score -9592095 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -9592275.000000 Penalty: 5397.463379
	Iteration 6Q: 3 clusters Score -9592275 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -9592495.000000 Penalty: 5397.463379
	Iteration 7Q: 3 clusters Score -9592495 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -9592763.000000 Penalty: 5397.463379
	Iteration 8Q: 3 clusters Score -9592763 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -9592975.000000 Penalty: 5397.463379
	Iteration 9Q: 3 clusters Score -9592975 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -9593328.000000 Penalty: 5397.463379
	Iteration 10Q: 3 clusters Score -9593328 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -9593885.000000 Penalty: 5397.463379
	Iteration 11Q: 3 clusters Score -9593885 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -9594675.000000 Penalty: 5397.463379
	Iteration 12Q: 3 clusters Score -9594675 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -9596029.000000 Penalty: 5397.463379
	Iteration 13Q: 3 clusters Score -9596029 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9597886.000000 Penalty: 5397.463379
	Iteration 14F: 3 clusters Score -9597886 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -9600293.000000 Penalty: 5397.463379
	Iteration 15F: 3 clusters Score -9600293 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -9602514.000000 Penalty: 5397.463379
	Iteration 16F: 3 clusters Score -9602514 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -9604113.000000 Penalty: 5397.463379
	Iteration 17F: 3 clusters Score -9604113 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -9604867.000000 Penalty: 5397.463379
	Iteration 18Q: 3 clusters Score -9604867 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -9605314.000000 Penalty: 5397.463379
	Iteration 19Q: 3 clusters Score -9605314 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -9605579.000000 Penalty: 5397.463379
	Iteration 20F: 3 clusters Score -9605579 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -9605790.000000 Penalty: 5397.463379
	Iteration 21Q: 3 clusters Score -9605790 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -9605921.000000 Penalty: 5397.463379
	Iteration 22Q: 3 clusters Score -9605921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -9605997.000000 Penalty: 5397.463379
	Iteration 23Q: 3 clusters Score -9605997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -9606028.000000 Penalty: 5397.463379
	Iteration 24Q: 3 clusters Score -9606028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -9606046.000000 Penalty: 5397.463379
	Iteration 25Q: 3 clusters Score -9606046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -9606059.000000 Penalty: 5397.463379
	Iteration 26Q: 3 clusters Score -9606059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -9606072.000000 Penalty: 5397.463379
	Iteration 27Q: 3 clusters Score -9606072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -9606082.000000 Penalty: 5397.463379
	Iteration 28Q: 3 clusters Score -9606082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -9606088.000000 Penalty: 5397.463379
	Iteration 29Q: 3 clusters Score -9606088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -9606083.000000 Penalty: 5397.463379
	Iteration 30Q: 3 clusters Score -9606083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -9606087.000000 Penalty: 5397.463379
	Iteration 31Q: 3 clusters Score -9606087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -9606087.000000 Penalty: 5397.463379
	Iteration 32F: 3 clusters Score -9606087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Entering Unmasked Estep 
Score: -8060017.000000 Penalty: 2654.025391
	Iteration 0F: 2 clusters Score -8060017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -8031302.000000 Penalty: 5308.050781
	Iteration 0F: 3 clusters Score -8031302 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -8042388.500000 Penalty: 5308.050781
	Iteration 1F: 3 clusters Score -8042388 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -8042892.500000 Penalty: 5308.050781
	Iteration 2Q: 3 clusters Score -8042892 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -8043379.000000 Penalty: 5308.050781
	Iteration 3Q: 3 clusters Score -8043379 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -8043810.000000 Penalty: 5308.050781
	Iteration 4Q: 3 clusters Score -8043810 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -8044370.500000 Penalty: 5308.050781
	Iteration 5Q: 3 clusters Score -8044370 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -8045059.500000 Penalty: 5308.050781
	Iteration 6Q: 3 clusters Score -8045060 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -8045882.500000 Penalty: 5308.050781
	Iteration 7Q: 3 clusters Score -8045882 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -8047046.000000 Penalty: 5308.050781
	Iteration 8Q: 3 clusters Score -8047046 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -8048516.000000 Penalty: 5308.050781
	Iteration 9F: 3 clusters Score -8048516 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -8050241.000000 Penalty: 5308.050781
	Iteration 10F: 3 clusters Score -8050241 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -8052092.500000 Penalty: 5308.050781
	Iteration 11F: 3 clusters Score -8052092 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8053739.500000 Penalty: 5308.050781
	Iteration 12Q: 3 clusters Score -8053740 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -8055094.000000 Penalty: 5308.050781
	Iteration 13Q: 3 clusters Score -8055094 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -8056069.500000 Penalty: 5308.050781
	Iteration 14Q: 3 clusters Score -8056070 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8056701.000000 Penalty: 5308.050781
	Iteration 15Q: 3 clusters Score -8056701 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8057127.500000 Penalty: 5308.050781
	Iteration 16Q: 3 clusters Score -8057128 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8057466.000000 Penalty: 5308.050781
	Iteration 17Q: 3 clusters Score -8057466 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8057743.500000 Penalty: 5308.050781
	Iteration 18Q: 3 clusters Score -8057744 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8057915.000000 Penalty: 5308.050781
	Iteration 19Q: 3 clusters Score -8057915 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8058054.000000 Penalty: 5308.050781
	Iteration 20F: 3 clusters Score -8058054 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8058169.500000 Penalty: 5308.050781
	Iteration 21Q: 3 clusters Score -8058170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8058259.500000 Penalty: 5308.050781
	Iteration 22Q: 3 clusters Score -8058260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8058340.000000 Penalty: 5308.050781
	Iteration 23Q: 3 clusters Score -8058340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8058410.500000 Penalty: 5308.050781
	Iteration 24Q: 3 clusters Score -8058410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8058456.000000 Penalty: 5308.050781
	Iteration 25Q: 3 clusters Score -8058456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8058502.500000 Penalty: 5308.050781
	Iteration 26Q: 3 clusters Score -8058502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8058542.500000 Penalty: 5308.050781
	Iteration 27Q: 3 clusters Score -8058542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8058556.500000 Penalty: 5308.050781
	Iteration 28Q: 3 clusters Score -8058556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8058574.000000 Penalty: 5308.050781
	Iteration 29Q: 3 clusters Score -8058574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8058590.500000 Penalty: 5308.050781
	Iteration 30Q: 3 clusters Score -8058590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8058623.000000 Penalty: 5308.050781
	Iteration 31Q: 3 clusters Score -8058623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8058658.000000 Penalty: 5308.050781
	Iteration 32Q: 3 clusters Score -8058658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8058679.000000 Penalty: 5308.050781
	Iteration 33Q: 3 clusters Score -8058679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8058697.500000 Penalty: 5308.050781
	Iteration 34Q: 3 clusters Score -8058698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8058708.000000 Penalty: 5308.050781
	Iteration 35Q: 3 clusters Score -8058708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8058723.000000 Penalty: 5308.050781
	Iteration 36Q: 3 clusters Score -8058723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8058725.000000 Penalty: 5308.050781
	Iteration 37Q: 3 clusters Score -8058725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8058738.000000 Penalty: 5308.050781
	Iteration 38Q: 3 clusters Score -8058738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8058748.500000 Penalty: 5308.050781
	Iteration 39Q: 3 clusters Score -8058748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8058751.500000 Penalty: 5308.050781
	Iteration 40F: 3 clusters Score -8058752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8058762.000000 Penalty: 5308.050781
	Iteration 41Q: 3 clusters Score -8058762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8058771.500000 Penalty: 5308.050781
	Iteration 42Q: 3 clusters Score -8058772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8058772.500000 Penalty: 5308.050781
	Iteration 43Q: 3 clusters Score -8058772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8058774.000000 Penalty: 5308.050781
	Iteration 44Q: 3 clusters Score -8058774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8058786.000000 Penalty: 5308.050781
	Iteration 45Q: 3 clusters Score -8058786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8058798.000000 Penalty: 5308.050781
	Iteration 46Q: 3 clusters Score -8058798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8058792.000000 Penalty: 5308.050781
	Iteration 47Q: 3 clusters Score -8058792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8058799.000000 Penalty: 5308.050781
	Iteration 48Q: 3 clusters Score -8058799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8058805.500000 Penalty: 5308.050781
	Iteration 49Q: 3 clusters Score -8058806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8058808.000000 Penalty: 5308.050781
	Iteration 50Q: 3 clusters Score -8058808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8058817.500000 Penalty: 5308.050781
	Iteration 51Q: 3 clusters Score -8058818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8058811.500000 Penalty: 5308.050781
	Iteration 52Q: 3 clusters Score -8058812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8058810.500000 Penalty: 5308.050781
	Iteration 53Q: 3 clusters Score -8058810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8058811.500000 Penalty: 5308.050781
	Iteration 54Q: 3 clusters Score -8058812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8058821.500000 Penalty: 5308.050781
	Iteration 55Q: 3 clusters Score -8058822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8058832.000000 Penalty: 5308.050781
	Iteration 56Q: 3 clusters Score -8058832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8058836.000000 Penalty: 5308.050781
	Iteration 57Q: 3 clusters Score -8058836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8058836.000000 Penalty: 5308.050781
	Iteration 58Q: 3 clusters Score -8058836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8058852.000000 Penalty: 5308.050781
	Iteration 59Q: 3 clusters Score -8058852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8058863.000000 Penalty: 5308.050781
	Iteration 60F: 3 clusters Score -8058863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8058870.500000 Penalty: 5308.050781
	Iteration 61Q: 3 clusters Score -8058870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8058869.000000 Penalty: 5308.050781
	Iteration 62Q: 3 clusters Score -8058869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8058871.500000 Penalty: 5308.050781
	Iteration 63Q: 3 clusters Score -8058872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8058877.500000 Penalty: 5308.050781
	Iteration 64Q: 3 clusters Score -8058878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8058882.000000 Penalty: 5308.050781
	Iteration 65Q: 3 clusters Score -8058882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8058885.500000 Penalty: 5308.050781
	Iteration 66Q: 3 clusters Score -8058886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8058891.000000 Penalty: 5308.050781
	Iteration 67Q: 3 clusters Score -8058891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8058891.000000 Penalty: 5308.050781
	Iteration 68Q: 3 clusters Score -8058891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8058887.000000 Penalty: 5308.050781
	Iteration 69Q: 3 clusters Score -8058887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8058890.500000 Penalty: 5308.050781
	Iteration 70Q: 3 clusters Score -8058890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8058891.000000 Penalty: 5308.050781
	Iteration 71Q: 3 clusters Score -8058891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8058892.000000 Penalty: 5308.050781
	Iteration 72Q: 3 clusters Score -8058892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8058892.000000 Penalty: 5308.050781
	Iteration 73F: 3 clusters Score -8058892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -262665.812500 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -262665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -260334.718750 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -260334.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -260980.000000 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -260980 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -261398.859375 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -261398.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -261682.796875 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -261682.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -261867.156250 Penalty: 3674.631348
	Iteration 4F: 3 clusters Score -261867.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -261973.406250 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -261973.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -262038.171875 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -262038.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -262089.703125 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -262089.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -262128.437500 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -262128.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -262161.312500 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -262161.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -262190.375000 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -262190.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -262217.437500 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -262217.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -262244.906250 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -262244.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -262270.437500 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -262270.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -262291.781250 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -262291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -262300.062500 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -262300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -262305.218750 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -262305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -262309.031250 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -262309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -262314.000000 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -262314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -262318.968750 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -262319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -262323.000000 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -262323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -262329.093750 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -262329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -262335.312500 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -262335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -262338.000000 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -262338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -262338.968750 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -262339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -262340.656250 Penalty: 3674.631348
	Iteration 25Q: 3 clusters Score -262340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -262342.562500 Penalty: 3674.631348
	Iteration 26Q: 3 clusters Score -262342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -262344.031250 Penalty: 3674.631348
	Iteration 27Q: 3 clusters Score -262344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -262344.031250 Penalty: 3674.631348
	Iteration 28F: 3 clusters Score -262344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Entering Unmasked Estep 
Score: -8006729.500000 Penalty: 2653.505859
	Iteration 0F: 2 clusters Score -8006730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -7977714.000000 Penalty: 5307.011719
	Iteration 0F: 3 clusters Score -7977714 nChanged 20329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -7989185.000000 Penalty: 5307.011719
	Iteration 1F: 3 clusters Score -7989185 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -7990063.000000 Penalty: 5307.011719
	Iteration 2Q: 3 clusters Score -7990063 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -7991094.500000 Penalty: 5307.011719
	Iteration 3F: 3 clusters Score -7991094 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -7992516.000000 Penalty: 5307.011719
	Iteration 4F: 3 clusters Score -7992516 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -7994570.000000 Penalty: 5307.011719
	Iteration 5F: 3 clusters Score -7994570 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -7997334.500000 Penalty: 5307.011719
	Iteration 6F: 3 clusters Score -7997334 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -8000208.000000 Penalty: 5307.011719
	Iteration 7F: 3 clusters Score -8000208 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -8002298.000000 Penalty: 5307.011719
	Iteration 8F: 3 clusters Score -8002298 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -8003559.000000 Penalty: 5307.011719
	Iteration 9Q: 3 clusters Score -8003559 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8004021.500000 Penalty: 5307.011719
	Iteration 10Q: 3 clusters Score -8004022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -8004201.000000 Penalty: 5307.011719
	Iteration 11Q: 3 clusters Score -8004201 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -8004306.500000 Penalty: 5307.011719
	Iteration 12Q: 3 clusters Score -8004306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8004364.500000 Penalty: 5307.011719
	Iteration 13Q: 3 clusters Score -8004364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8004391.500000 Penalty: 5307.011719
	Iteration 14Q: 3 clusters Score -8004392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -8004402.500000 Penalty: 5307.011719
	Iteration 15Q: 3 clusters Score -8004402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8004422.000000 Penalty: 5307.011719
	Iteration 16Q: 3 clusters Score -8004422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8004431.500000 Penalty: 5307.011719
	Iteration 17Q: 3 clusters Score -8004432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8004451.000000 Penalty: 5307.011719
	Iteration 18Q: 3 clusters Score -8004451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8004456.500000 Penalty: 5307.011719
	Iteration 19Q: 3 clusters Score -8004456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8004454.500000 Penalty: 5307.011719
	Iteration 20F: 3 clusters Score -8004454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8004451.000000 Penalty: 5307.011719
	Iteration 21Q: 3 clusters Score -8004451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8004451.000000 Penalty: 5307.011719
	Iteration 22F: 3 clusters Score -8004451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -2001852.625000 Penalty: 2315.000488
	Iteration 0F: 2 clusters Score -2001853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1993331.125000 Penalty: 4630.000977
	Iteration 0F: 3 clusters Score -1993331 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1995771.500000 Penalty: 4630.000977
	Iteration 1F: 3 clusters Score -1995772 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1996153.625000 Penalty: 4630.000977
	Iteration 2F: 3 clusters Score -1996154 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1996448.625000 Penalty: 4630.000977
	Iteration 3F: 3 clusters Score -1996449 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1996697.250000 Penalty: 4630.000977
	Iteration 4Q: 3 clusters Score -1996697 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1996965.250000 Penalty: 4630.000977
	Iteration 5Q: 3 clusters Score -1996965 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1997218.125000 Penalty: 4630.000977
	Iteration 6Q: 3 clusters Score -1997218 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1997455.000000 Penalty: 4630.000977
	Iteration 7Q: 3 clusters Score -1997455 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1997690.375000 Penalty: 4630.000977
	Iteration 8Q: 3 clusters Score -1997690 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1997935.625000 Penalty: 4630.000977
	Iteration 9Q: 3 clusters Score -1997936 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1998214.250000 Penalty: 4630.000977
	Iteration 10Q: 3 clusters Score -1998214 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1998559.750000 Penalty: 4630.000977
	Iteration 11Q: 3 clusters Score -1998560 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1998936.750000 Penalty: 4630.000977
	Iteration 12Q: 3 clusters Score -1998937 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1999225.750000 Penalty: 4630.000977
	Iteration 13Q: 3 clusters Score -1999226 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1999410.000000 Penalty: 4630.000977
	Iteration 14Q: 3 clusters Score -1999410 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1999515.625000 Penalty: 4630.000977
	Iteration 15Q: 3 clusters Score -1999516 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1999583.125000 Penalty: 4630.000977
	Iteration 16Q: 3 clusters Score -1999583 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1999625.500000 Penalty: 4630.000977
	Iteration 17Q: 3 clusters Score -1999626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1999647.750000 Penalty: 4630.000977
	Iteration 18Q: 3 clusters Score -1999648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1999666.250000 Penalty: 4630.000977
	Iteration 19Q: 3 clusters Score -1999666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1999680.500000 Penalty: 4630.000977
	Iteration 20F: 3 clusters Score -1999680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1999699.625000 Penalty: 4630.000977
	Iteration 21Q: 3 clusters Score -1999700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1999717.250000 Penalty: 4630.000977
	Iteration 22Q: 3 clusters Score -1999717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1999747.625000 Penalty: 4630.000977
	Iteration 23Q: 3 clusters Score -1999748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1999768.125000 Penalty: 4630.000977
	Iteration 24Q: 3 clusters Score -1999768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1999785.375000 Penalty: 4630.000977
	Iteration 25Q: 3 clusters Score -1999785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1999791.750000 Penalty: 4630.000977
	Iteration 26Q: 3 clusters Score -1999792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1999799.500000 Penalty: 4630.000977
	Iteration 27Q: 3 clusters Score -1999800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1999806.125000 Penalty: 4630.000977
	Iteration 28Q: 3 clusters Score -1999806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1999812.250000 Penalty: 4630.000977
	Iteration 29Q: 3 clusters Score -1999812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1999825.875000 Penalty: 4630.000977
	Iteration 30Q: 3 clusters Score -1999826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1999823.625000 Penalty: 4630.000977
	Iteration 31Q: 3 clusters Score -1999824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1999829.625000 Penalty: 4630.000977
	Iteration 32Q: 3 clusters Score -1999830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1999832.375000 Penalty: 4630.000977
	Iteration 33Q: 3 clusters Score -1999832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1999832.875000 Penalty: 4630.000977
	Iteration 34Q: 3 clusters Score -1999833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1999837.250000 Penalty: 4630.000977
	Iteration 35Q: 3 clusters Score -1999837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1999840.625000 Penalty: 4630.000977
	Iteration 36Q: 3 clusters Score -1999841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1999843.250000 Penalty: 4630.000977
	Iteration 37Q: 3 clusters Score -1999843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1999845.250000 Penalty: 4630.000977
	Iteration 38Q: 3 clusters Score -1999845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1999842.750000 Penalty: 4630.000977
	Iteration 39Q: 3 clusters Score -1999843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1999849.500000 Penalty: 4630.000977
	Iteration 40F: 3 clusters Score -1999850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1999852.250000 Penalty: 4630.000977
	Iteration 41Q: 3 clusters Score -1999852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1999852.625000 Penalty: 4630.000977
	Iteration 42Q: 3 clusters Score -1999853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1999850.375000 Penalty: 4630.000977
	Iteration 43Q: 3 clusters Score -1999850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1999852.750000 Penalty: 4630.000977
	Iteration 44Q: 3 clusters Score -1999853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1999857.125000 Penalty: 4630.000977
	Iteration 45Q: 3 clusters Score -1999857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1999860.625000 Penalty: 4630.000977
	Iteration 46Q: 3 clusters Score -1999861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1999858.125000 Penalty: 4630.000977
	Iteration 47Q: 3 clusters Score -1999858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1999861.250000 Penalty: 4630.000977
	Iteration 48Q: 3 clusters Score -1999861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1999858.125000 Penalty: 4630.000977
	Iteration 49Q: 3 clusters Score -1999858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1999857.625000 Penalty: 4630.000977
	Iteration 50Q: 3 clusters Score -1999858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1999859.750000 Penalty: 4630.000977
	Iteration 51Q: 3 clusters Score -1999860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1999863.500000 Penalty: 4630.000977
	Iteration 52Q: 3 clusters Score -1999864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1999863.000000 Penalty: 4630.000977
	Iteration 53Q: 3 clusters Score -1999863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1999867.250000 Penalty: 4630.000977
	Iteration 54Q: 3 clusters Score -1999867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1999864.500000 Penalty: 4630.000977
	Iteration 55Q: 3 clusters Score -1999864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1999867.000000 Penalty: 4630.000977
	Iteration 56Q: 3 clusters Score -1999867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1999863.250000 Penalty: 4630.000977
	Iteration 57Q: 3 clusters Score -1999863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1999864.875000 Penalty: 4630.000977
	Iteration 58Q: 3 clusters Score -1999865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1999864.875000 Penalty: 4630.000977
	Iteration 59F: 3 clusters Score -1999865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -413427.375000 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -413427.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -410517.093750 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -410517.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -411091.156250 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -411091.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -411307.656250 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -411307.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -411538.156250 Penalty: 3877.342285
	Iteration 3F: 3 clusters Score -411538.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -411764.093750 Penalty: 3877.342285
	Iteration 4F: 3 clusters Score -411764.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -411984.375000 Penalty: 3877.342285
	Iteration 5F: 3 clusters Score -411984.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -412141.937500 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -412141.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -412298.500000 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -412298.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -412385.250000 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -412385.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -412435.656250 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -412435.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -412467.031250 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -412467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -412496.062500 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -412496.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -412514.593750 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -412514.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -412531.593750 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -412531.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -412544.281250 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -412544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -412549.843750 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -412549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -412555.000000 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -412555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -412560.468750 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -412560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -412563.218750 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -412563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -412563.937500 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -412563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -412568.437500 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -412568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -412575.312500 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -412575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -412579.531250 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -412579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -412584.781250 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -412584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -412588.312500 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -412588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -412593.968750 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -412594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -412595.687500 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -412595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -412597.062500 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -412597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -412597.593750 Penalty: 3877.342285
	Iteration 28Q: 3 clusters Score -412597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -412598.781250 Penalty: 3877.342285
	Iteration 29Q: 3 clusters Score -412598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -412598.781250 Penalty: 3877.342285
	Iteration 30F: 3 clusters Score -412598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Entering Unmasked Estep 
Score: -2550384.250000 Penalty: 2385.528564
	Iteration 0F: 2 clusters Score -2550384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2539470.500000 Penalty: 4771.057129
	Iteration 0F: 3 clusters Score -2539470 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2543112.750000 Penalty: 4771.057129
	Iteration 1F: 3 clusters Score -2543113 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2543665.250000 Penalty: 4771.057129
	Iteration 2F: 3 clusters Score -2543665 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2544194.250000 Penalty: 4771.057129
	Iteration 3F: 3 clusters Score -2544194 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2544701.000000 Penalty: 4771.057129
	Iteration 4F: 3 clusters Score -2544701 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2545251.500000 Penalty: 4771.057129
	Iteration 5F: 3 clusters Score -2545252 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2545791.250000 Penalty: 4771.057129
	Iteration 6F: 3 clusters Score -2545791 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2546256.750000 Penalty: 4771.057129
	Iteration 7Q: 3 clusters Score -2546257 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2546736.500000 Penalty: 4771.057129
	Iteration 8Q: 3 clusters Score -2546736 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2547141.500000 Penalty: 4771.057129
	Iteration 9Q: 3 clusters Score -2547142 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2547520.500000 Penalty: 4771.057129
	Iteration 10Q: 3 clusters Score -2547520 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2547869.250000 Penalty: 4771.057129
	Iteration 11Q: 3 clusters Score -2547869 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2548173.500000 Penalty: 4771.057129
	Iteration 12Q: 3 clusters Score -2548174 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2548425.250000 Penalty: 4771.057129
	Iteration 13Q: 3 clusters Score -2548425 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2548614.500000 Penalty: 4771.057129
	Iteration 14Q: 3 clusters Score -2548614 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2548757.750000 Penalty: 4771.057129
	Iteration 15Q: 3 clusters Score -2548758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2548877.750000 Penalty: 4771.057129
	Iteration 16Q: 3 clusters Score -2548878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2548970.500000 Penalty: 4771.057129
	Iteration 17Q: 3 clusters Score -2548970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2549040.500000 Penalty: 4771.057129
	Iteration 18Q: 3 clusters Score -2549040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2549096.750000 Penalty: 4771.057129
	Iteration 19Q: 3 clusters Score -2549097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2549163.750000 Penalty: 4771.057129
	Iteration 20F: 3 clusters Score -2549164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2549273.500000 Penalty: 4771.057129
	Iteration 21Q: 3 clusters Score -2549274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2549418.500000 Penalty: 4771.057129
	Iteration 22Q: 3 clusters Score -2549418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2549551.000000 Penalty: 4771.057129
	Iteration 23Q: 3 clusters Score -2549551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2549626.250000 Penalty: 4771.057129
	Iteration 24Q: 3 clusters Score -2549626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2549647.500000 Penalty: 4771.057129
	Iteration 25Q: 3 clusters Score -2549648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2549664.250000 Penalty: 4771.057129
	Iteration 26Q: 3 clusters Score -2549664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2549678.750000 Penalty: 4771.057129
	Iteration 27Q: 3 clusters Score -2549679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2549682.000000 Penalty: 4771.057129
	Iteration 28Q: 3 clusters Score -2549682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2549690.000000 Penalty: 4771.057129
	Iteration 29Q: 3 clusters Score -2549690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2549695.500000 Penalty: 4771.057129
	Iteration 30Q: 3 clusters Score -2549696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2549696.500000 Penalty: 4771.057129
	Iteration 31Q: 3 clusters Score -2549696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2549698.250000 Penalty: 4771.057129
	Iteration 32Q: 3 clusters Score -2549698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2549699.750000 Penalty: 4771.057129
	Iteration 33Q: 3 clusters Score -2549700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2549700.750000 Penalty: 4771.057129
	Iteration 34Q: 3 clusters Score -2549701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2549699.500000 Penalty: 4771.057129
	Iteration 35Q: 3 clusters Score -2549700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2549699.500000 Penalty: 4771.057129
	Iteration 36Q: 3 clusters Score -2549700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2549699.500000 Penalty: 4771.057129
	Iteration 37F: 3 clusters Score -2549700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 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: -117212.781250 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117212.8 nChanged 303
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: -117764.484375 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117764.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118037.109375 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118037.1 nChanged 70
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: -118242.476562 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118242.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118394.445312 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -118394.4 nChanged 39
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: -118505.382812 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -118505.4 nChanged 41
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: -118611.835938 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118611.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118679.898438 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -118679.9 nChanged 19
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: -118749.164062 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -118749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118826.242188 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -118826.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118923.507812 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -118923.5 nChanged 25
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: -119060.531250 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119060.5 nChanged 18
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: -119161.789062 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119161.8 nChanged 18
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: -119257.656250 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119368.921875 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119483.429688 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119483.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119550.539062 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119550.5 nChanged 8
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: -119578.187500 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119594.554688 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -119594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119613.835938 Penalty: 3419.756348
	Iteration 19F: 3 clusters Score -119613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119669.460938 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119669.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119697.156250 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -119697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119754.937500 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -119754.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119837.523438 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -119837.5 nChanged 12
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: -119914.351562 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -119914.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120007.835938 Penalty: 3419.756348
	Iteration 25Q: 3 clusters Score -120007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -120055.968750 Penalty: 3419.756348
	Iteration 26Q: 3 clusters Score -120056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120080.570312 Penalty: 3419.756348
	Iteration 27Q: 3 clusters Score -120080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -120090.921875 Penalty: 3419.756348
	Iteration 28Q: 3 clusters Score -120090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -120096.125000 Penalty: 3419.756348
	Iteration 29Q: 3 clusters Score -120096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120098.687500 Penalty: 3419.756348
	Iteration 30Q: 3 clusters Score -120098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120099.960938 Penalty: 3419.756348
	Iteration 31Q: 3 clusters Score -120100 nChanged 1
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: -120100.875000 Penalty: 3419.756348
	Iteration 32Q: 3 clusters Score -120100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120102.820312 Penalty: 3419.756348
	Iteration 33Q: 3 clusters Score -120102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120102.820312 Penalty: 3419.756348
	Iteration 34F: 3 clusters Score -120102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 40575 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55627 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 16858 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 48254 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 48081 members 
Mstep: Class 20 contains 53209 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44339 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15049 members 
Mstep: Class 27 contains 415 members 
Mstep: Class 28 contains 48563 members 
Mstep: Class 29 contains 51290 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49564 members 
Mstep: Class 32 contains 42288 members 
Mstep: Class 33 contains 52937 members 
Mstep: Class 34 contains 34811 members 
Mstep: Class 35 contains 49748 members 
Mstep: Class 36 contains 48547 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 572 members 
Entering Unmasked Estep 
Score: -196392176.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196392736.000000 to -196392176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Entering Unmasked Estep 
Score: -8648238.000000 Penalty: 2676.072998
	Iteration 0F: 2 clusters Score -8648238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -8617461.000000 Penalty: 5352.145996
	Iteration 0F: 3 clusters Score -8617461 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -8630059.000000 Penalty: 5352.145996
	Iteration 1F: 3 clusters Score -8630059 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -8630794.000000 Penalty: 5352.145996
	Iteration 2Q: 3 clusters Score -8630794 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -8631691.000000 Penalty: 5352.145996
	Iteration 3Q: 3 clusters Score -8631691 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8632811.000000 Penalty: 5352.145996
	Iteration 4F: 3 clusters Score -8632811 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -8634745.000000 Penalty: 5352.145996
	Iteration 5F: 3 clusters Score -8634745 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -8637651.000000 Penalty: 5352.145996
	Iteration 6F: 3 clusters Score -8637651 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -8640981.000000 Penalty: 5352.145996
	Iteration 7F: 3 clusters Score -8640981 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8643643.000000 Penalty: 5352.145996
	Iteration 8F: 3 clusters Score -8643643 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -8644915.000000 Penalty: 5352.145996
	Iteration 9Q: 3 clusters Score -8644915 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8645441.000000 Penalty: 5352.145996
	Iteration 10Q: 3 clusters Score -8645441 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -8645662.000000 Penalty: 5352.145996
	Iteration 11Q: 3 clusters Score -8645662 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -8645781.000000 Penalty: 5352.145996
	Iteration 12Q: 3 clusters Score -8645781 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -8645841.000000 Penalty: 5352.145996
	Iteration 13Q: 3 clusters Score -8645841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -8645861.000000 Penalty: 5352.145996
	Iteration 14Q: 3 clusters Score -8645861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -8645879.000000 Penalty: 5352.145996
	Iteration 15Q: 3 clusters Score -8645879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -8645884.000000 Penalty: 5352.145996
	Iteration 16Q: 3 clusters Score -8645884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -8645883.000000 Penalty: 5352.145996
	Iteration 17Q: 3 clusters Score -8645883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -8645888.000000 Penalty: 5352.145996
	Iteration 18Q: 3 clusters Score -8645888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -8645896.000000 Penalty: 5352.145996
	Iteration 19Q: 3 clusters Score -8645896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -8645900.000000 Penalty: 5352.145996
	Iteration 20F: 3 clusters Score -8645900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -8645906.000000 Penalty: 5352.145996
	Iteration 21Q: 3 clusters Score -8645906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -8645900.000000 Penalty: 5352.145996
	Iteration 22Q: 3 clusters Score -8645900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -8645900.000000 Penalty: 5352.145996
	Iteration 23F: 3 clusters Score -8645900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Entering Unmasked Estep 
Score: -9232429.000000 Penalty: 2689.622314
	Iteration 0F: 2 clusters Score -9232429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -9201430.000000 Penalty: 5379.244629
	Iteration 0F: 3 clusters Score -9201430 nChanged 23736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -9214561.000000 Penalty: 5379.244629
	Iteration 1F: 3 clusters Score -9214561 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -9215046.000000 Penalty: 5379.244629
	Iteration 2Q: 3 clusters Score -9215046 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -9215511.000000 Penalty: 5379.244629
	Iteration 3Q: 3 clusters Score -9215511 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -9215993.000000 Penalty: 5379.244629
	Iteration 4Q: 3 clusters Score -9215993 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -9216650.000000 Penalty: 5379.244629
	Iteration 5Q: 3 clusters Score -9216650 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -9217606.000000 Penalty: 5379.244629
	Iteration 6Q: 3 clusters Score -9217606 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -9219038.000000 Penalty: 5379.244629
	Iteration 7Q: 3 clusters Score -9219038 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9221131.000000 Penalty: 5379.244629
	Iteration 8F: 3 clusters Score -9221131 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -9223829.000000 Penalty: 5379.244629
	Iteration 9F: 3 clusters Score -9223829 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -9226490.000000 Penalty: 5379.244629
	Iteration 10F: 3 clusters Score -9226490 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -9228247.000000 Penalty: 5379.244629
	Iteration 11F: 3 clusters Score -9228247 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -9229120.000000 Penalty: 5379.244629
	Iteration 12Q: 3 clusters Score -9229120 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -9229507.000000 Penalty: 5379.244629
	Iteration 13Q: 3 clusters Score -9229507 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -9229795.000000 Penalty: 5379.244629
	Iteration 14Q: 3 clusters Score -9229795 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -9229938.000000 Penalty: 5379.244629
	Iteration 15Q: 3 clusters Score -9229938 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -9230057.000000 Penalty: 5379.244629
	Iteration 16Q: 3 clusters Score -9230057 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -9230115.000000 Penalty: 5379.244629
	Iteration 17Q: 3 clusters Score -9230115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -9230121.000000 Penalty: 5379.244629
	Iteration 18Q: 3 clusters Score -9230121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -9230132.000000 Penalty: 5379.244629
	Iteration 19Q: 3 clusters Score -9230132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -9230129.000000 Penalty: 5379.244629
	Iteration 20F: 3 clusters Score -9230129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -9230134.000000 Penalty: 5379.244629
	Iteration 21Q: 3 clusters Score -9230134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -9230147.000000 Penalty: 5379.244629
	Iteration 22Q: 3 clusters Score -9230147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -9230148.000000 Penalty: 5379.244629
	Iteration 23Q: 3 clusters Score -9230148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -9230158.000000 Penalty: 5379.244629
	Iteration 24Q: 3 clusters Score -9230158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -9230164.000000 Penalty: 5379.244629
	Iteration 25Q: 3 clusters Score -9230164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -9230157.000000 Penalty: 5379.244629
	Iteration 26Q: 3 clusters Score -9230157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9230157.000000 Penalty: 5379.244629
	Iteration 27Q: 3 clusters Score -9230157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -9230169.000000 Penalty: 5379.244629
	Iteration 28Q: 3 clusters Score -9230169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -9230171.000000 Penalty: 5379.244629
	Iteration 29Q: 3 clusters Score -9230171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -9230165.000000 Penalty: 5379.244629
	Iteration 30Q: 3 clusters Score -9230165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -9230170.000000 Penalty: 5379.244629
	Iteration 31Q: 3 clusters Score -9230170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -9230172.000000 Penalty: 5379.244629
	Iteration 32Q: 3 clusters Score -9230172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -9230174.000000 Penalty: 5379.244629
	Iteration 33Q: 3 clusters Score -9230174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -9230171.000000 Penalty: 5379.244629
	Iteration 34Q: 3 clusters Score -9230171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -9230171.000000 Penalty: 5379.244629
	Iteration 35F: 3 clusters Score -9230171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -194320.703125 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -194320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -192293.296875 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -192293.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -192726.765625 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -192726.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192894.843750 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -192894.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -193027.406250 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -193027.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -193112.281250 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -193112.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -193172.171875 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -193172.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -193235.718750 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -193235.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -193334.734375 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -193334.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -193423.109375 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -193423.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -193529.093750 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -193529.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -193794.453125 Penalty: 3499.007080
	Iteration 10F: 3 clusters Score -193794.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -194409.984375 Penalty: 3499.007080
	Iteration 11F: 3 clusters Score -194410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -195038.500000 Penalty: 3499.007080
	Iteration 12F: 3 clusters Score -195038.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -195181.937500 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -195181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -195194.218750 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -195194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -195199.468750 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -195199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195206.031250 Penalty: 3499.007080
	Iteration 16Q: 3 clusters Score -195206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195207.015625 Penalty: 3499.007080
	Iteration 17Q: 3 clusters Score -195207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195207.015625 Penalty: 3499.007080
	Iteration 18F: 3 clusters Score -195207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 40575 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55627 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 16858 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 48254 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 48081 members 
Mstep: Class 20 contains 53209 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44339 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15049 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48563 members 
Mstep: Class 29 contains 51290 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 49564 members 
Mstep: Class 32 contains 42288 members 
Mstep: Class 33 contains 52937 members 
Mstep: Class 34 contains 34811 members 
Mstep: Class 35 contains 49748 members 
Mstep: Class 36 contains 48547 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 576 members 
Entering Unmasked Estep 
Score: -196392048.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196392736.000000 to -196392048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (49564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Entering Unmasked Estep 
Score: -8872534.000000 Penalty: 2681.132812
	Iteration 0F: 2 clusters Score -8872534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -8842275.000000 Penalty: 5362.265625
	Iteration 0F: 3 clusters Score -8842275 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -8855222.000000 Penalty: 5362.265625
	Iteration 1F: 3 clusters Score -8855222 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -8856106.000000 Penalty: 5362.265625
	Iteration 2Q: 3 clusters Score -8856106 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -8857410.000000 Penalty: 5362.265625
	Iteration 3F: 3 clusters Score -8857410 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -8859534.000000 Penalty: 5362.265625
	Iteration 4F: 3 clusters Score -8859534 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -8862474.000000 Penalty: 5362.265625
	Iteration 5F: 3 clusters Score -8862474 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -8865767.000000 Penalty: 5362.265625
	Iteration 6F: 3 clusters Score -8865767 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8868413.000000 Penalty: 5362.265625
	Iteration 7F: 3 clusters Score -8868413 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8869704.000000 Penalty: 5362.265625
	Iteration 8Q: 3 clusters Score -8869704 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -8870449.000000 Penalty: 5362.265625
	Iteration 9Q: 3 clusters Score -8870449 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -8870749.000000 Penalty: 5362.265625
	Iteration 10Q: 3 clusters Score -8870749 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -8870916.000000 Penalty: 5362.265625
	Iteration 11Q: 3 clusters Score -8870916 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -8870999.000000 Penalty: 5362.265625
	Iteration 12Q: 3 clusters Score -8870999 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -8871045.000000 Penalty: 5362.265625
	Iteration 13Q: 3 clusters Score -8871045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -8871053.000000 Penalty: 5362.265625
	Iteration 14Q: 3 clusters Score -8871053 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -8871052.000000 Penalty: 5362.265625
	Iteration 15Q: 3 clusters Score -8871052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -8871071.000000 Penalty: 5362.265625
	Iteration 16Q: 3 clusters Score -8871071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -8871066.000000 Penalty: 5362.265625
	Iteration 17Q: 3 clusters Score -8871066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -8871070.000000 Penalty: 5362.265625
	Iteration 18Q: 3 clusters Score -8871070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -8871064.000000 Penalty: 5362.265625
	Iteration 19Q: 3 clusters Score -8871064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -8871089.000000 Penalty: 5362.265625
	Iteration 20F: 3 clusters Score -8871089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -8871092.000000 Penalty: 5362.265625
	Iteration 21Q: 3 clusters Score -8871092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -8871099.000000 Penalty: 5362.265625
	Iteration 22Q: 3 clusters Score -8871099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -8871095.000000 Penalty: 5362.265625
	Iteration 23Q: 3 clusters Score -8871095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -8871098.000000 Penalty: 5362.265625
	Iteration 24Q: 3 clusters Score -8871098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -8871102.000000 Penalty: 5362.265625
	Iteration 25Q: 3 clusters Score -8871102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -8871106.000000 Penalty: 5362.265625
	Iteration 26Q: 3 clusters Score -8871106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -8871107.000000 Penalty: 5362.265625
	Iteration 27Q: 3 clusters Score -8871107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -8871111.000000 Penalty: 5362.265625
	Iteration 28Q: 3 clusters Score -8871111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -8871115.000000 Penalty: 5362.265625
	Iteration 29Q: 3 clusters Score -8871115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -8871117.000000 Penalty: 5362.265625
	Iteration 30Q: 3 clusters Score -8871117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -8871115.000000 Penalty: 5362.265625
	Iteration 31Q: 3 clusters Score -8871115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -8871111.000000 Penalty: 5362.265625
	Iteration 32Q: 3 clusters Score -8871111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -8871120.000000 Penalty: 5362.265625
	Iteration 33Q: 3 clusters Score -8871120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -8871118.000000 Penalty: 5362.265625
	Iteration 34Q: 3 clusters Score -8871118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -8871119.000000 Penalty: 5362.265625
	Iteration 35Q: 3 clusters Score -8871119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -8871119.000000 Penalty: 5362.265625
	Iteration 36F: 3 clusters Score -8871119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (42288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Entering Unmasked Estep 
Score: -7608303.000000 Penalty: 2641.760254
	Iteration 0F: 2 clusters Score -7608303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7580270.000000 Penalty: 5283.520508
	Iteration 0F: 3 clusters Score -7580270 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7591001.500000 Penalty: 5283.520508
	Iteration 1F: 3 clusters Score -7591002 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7591861.500000 Penalty: 5283.520508
	Iteration 2Q: 3 clusters Score -7591862 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -7593022.500000 Penalty: 5283.520508
	Iteration 3F: 3 clusters Score -7593022 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -7594720.500000 Penalty: 5283.520508
	Iteration 4F: 3 clusters Score -7594720 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -7596799.500000 Penalty: 5283.520508
	Iteration 5F: 3 clusters Score -7596800 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -7598927.500000 Penalty: 5283.520508
	Iteration 6F: 3 clusters Score -7598928 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -7600771.000000 Penalty: 5283.520508
	Iteration 7F: 3 clusters Score -7600771 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -7602334.000000 Penalty: 5283.520508
	Iteration 8Q: 3 clusters Score -7602334 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -7603581.000000 Penalty: 5283.520508
	Iteration 9Q: 3 clusters Score -7603581 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7604503.500000 Penalty: 5283.520508
	Iteration 10Q: 3 clusters Score -7604504 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -7605016.000000 Penalty: 5283.520508
	Iteration 11Q: 3 clusters Score -7605016 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -7605330.500000 Penalty: 5283.520508
	Iteration 12Q: 3 clusters Score -7605330 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7605510.500000 Penalty: 5283.520508
	Iteration 13Q: 3 clusters Score -7605510 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -7605633.500000 Penalty: 5283.520508
	Iteration 14Q: 3 clusters Score -7605634 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -7605720.000000 Penalty: 5283.520508
	Iteration 15Q: 3 clusters Score -7605720 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -7605783.000000 Penalty: 5283.520508
	Iteration 16Q: 3 clusters Score -7605783 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -7605818.500000 Penalty: 5283.520508
	Iteration 17Q: 3 clusters Score -7605818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -7605850.500000 Penalty: 5283.520508
	Iteration 18Q: 3 clusters Score -7605850 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -7605901.500000 Penalty: 5283.520508
	Iteration 19Q: 3 clusters Score -7605902 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7605910.500000 Penalty: 5283.520508
	Iteration 20F: 3 clusters Score -7605910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7605982.500000 Penalty: 5283.520508
	Iteration 21Q: 3 clusters Score -7605982 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -7606006.500000 Penalty: 5283.520508
	Iteration 22Q: 3 clusters Score -7606006 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -7606038.000000 Penalty: 5283.520508
	Iteration 23Q: 3 clusters Score -7606038 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -7606063.000000 Penalty: 5283.520508
	Iteration 24Q: 3 clusters Score -7606063 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -7606096.500000 Penalty: 5283.520508
	Iteration 25Q: 3 clusters Score -7606096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -7606127.500000 Penalty: 5283.520508
	Iteration 26Q: 3 clusters Score -7606128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -7606132.500000 Penalty: 5283.520508
	Iteration 27Q: 3 clusters Score -7606132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -7606146.500000 Penalty: 5283.520508
	Iteration 28Q: 3 clusters Score -7606146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -7606155.000000 Penalty: 5283.520508
	Iteration 29Q: 3 clusters Score -7606155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7606146.500000 Penalty: 5283.520508
	Iteration 30Q: 3 clusters Score -7606146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7606171.000000 Penalty: 5283.520508
	Iteration 31Q: 3 clusters Score -7606171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -7606189.000000 Penalty: 5283.520508
	Iteration 32Q: 3 clusters Score -7606189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7606207.000000 Penalty: 5283.520508
	Iteration 33Q: 3 clusters Score -7606207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7606201.500000 Penalty: 5283.520508
	Iteration 34Q: 3 clusters Score -7606202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7606214.000000 Penalty: 5283.520508
	Iteration 35Q: 3 clusters Score -7606214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -7606222.500000 Penalty: 5283.520508
	Iteration 36Q: 3 clusters Score -7606222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -7606232.000000 Penalty: 5283.520508
	Iteration 37Q: 3 clusters Score -7606232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -7606238.500000 Penalty: 5283.520508
	Iteration 38Q: 3 clusters Score -7606238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -7606255.500000 Penalty: 5283.520508
	Iteration 39Q: 3 clusters Score -7606256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -7606264.000000 Penalty: 5283.520508
	Iteration 40F: 3 clusters Score -7606264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7606262.000000 Penalty: 5283.520508
	Iteration 41Q: 3 clusters Score -7606262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -7606268.500000 Penalty: 5283.520508
	Iteration 42Q: 3 clusters Score -7606268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7606273.000000 Penalty: 5283.520508
	Iteration 43Q: 3 clusters Score -7606273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -7606266.500000 Penalty: 5283.520508
	Iteration 44Q: 3 clusters Score -7606266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7606268.500000 Penalty: 5283.520508
	Iteration 45Q: 3 clusters Score -7606268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -7606269.000000 Penalty: 5283.520508
	Iteration 46Q: 3 clusters Score -7606269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7606265.500000 Penalty: 5283.520508
	Iteration 47Q: 3 clusters Score -7606266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7606266.500000 Penalty: 5283.520508
	Iteration 48Q: 3 clusters Score -7606266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -7606274.000000 Penalty: 5283.520508
	Iteration 49Q: 3 clusters Score -7606274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -7606264.000000 Penalty: 5283.520508
	Iteration 50Q: 3 clusters Score -7606264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -7606262.000000 Penalty: 5283.520508
	Iteration 51Q: 3 clusters Score -7606262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -7606270.500000 Penalty: 5283.520508
	Iteration 52Q: 3 clusters Score -7606270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -7606276.500000 Penalty: 5283.520508
	Iteration 53Q: 3 clusters Score -7606276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -7606276.500000 Penalty: 5283.520508
	Iteration 54Q: 3 clusters Score -7606276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -7606277.500000 Penalty: 5283.520508
	Iteration 55Q: 3 clusters Score -7606278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -7606277.000000 Penalty: 5283.520508
	Iteration 56Q: 3 clusters Score -7606277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -7606276.500000 Penalty: 5283.520508
	Iteration 57Q: 3 clusters Score -7606276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -7606286.500000 Penalty: 5283.520508
	Iteration 58Q: 3 clusters Score -7606286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -7606276.000000 Penalty: 5283.520508
	Iteration 59Q: 3 clusters Score -7606276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -7606276.000000 Penalty: 5283.520508
	Iteration 60F: 3 clusters Score -7606276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -7606274.500000 Penalty: 5283.520508
	Iteration 61Q: 3 clusters Score -7606274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -7606284.000000 Penalty: 5283.520508
	Iteration 62Q: 3 clusters Score -7606284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -7606285.000000 Penalty: 5283.520508
	Iteration 63Q: 3 clusters Score -7606285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7606276.500000 Penalty: 5283.520508
	Iteration 64Q: 3 clusters Score -7606276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -7606272.500000 Penalty: 5283.520508
	Iteration 65Q: 3 clusters Score -7606272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7606275.500000 Penalty: 5283.520508
	Iteration 66Q: 3 clusters Score -7606276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -7606286.000000 Penalty: 5283.520508
	Iteration 67Q: 3 clusters Score -7606286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7606293.500000 Penalty: 5283.520508
	Iteration 68Q: 3 clusters Score -7606294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -7606306.000000 Penalty: 5283.520508
	Iteration 69Q: 3 clusters Score -7606306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7606307.000000 Penalty: 5283.520508
	Iteration 70Q: 3 clusters Score -7606307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -7606312.500000 Penalty: 5283.520508
	Iteration 71Q: 3 clusters Score -7606312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -7606321.500000 Penalty: 5283.520508
	Iteration 72Q: 3 clusters Score -7606322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7606314.500000 Penalty: 5283.520508
	Iteration 73Q: 3 clusters Score -7606314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7606305.000000 Penalty: 5283.520508
	Iteration 74Q: 3 clusters Score -7606305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7606305.000000 Penalty: 5283.520508
	Iteration 75Q: 3 clusters Score -7606305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -7606299.000000 Penalty: 5283.520508
	Iteration 76Q: 3 clusters Score -7606299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -7606299.500000 Penalty: 5283.520508
	Iteration 77Q: 3 clusters Score -7606300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -7606289.000000 Penalty: 5283.520508
	Iteration 78Q: 3 clusters Score -7606289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -7606290.000000 Penalty: 5283.520508
	Iteration 79Q: 3 clusters Score -7606290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7606297.500000 Penalty: 5283.520508
	Iteration 80F: 3 clusters Score -7606298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -7606294.500000 Penalty: 5283.520508
	Iteration 81Q: 3 clusters Score -7606294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7606296.000000 Penalty: 5283.520508
	Iteration 82Q: 3 clusters Score -7606296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -7606303.000000 Penalty: 5283.520508
	Iteration 83Q: 3 clusters Score -7606303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7606304.500000 Penalty: 5283.520508
	Iteration 84Q: 3 clusters Score -7606304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7606308.500000 Penalty: 5283.520508
	Iteration 85Q: 3 clusters Score -7606308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -7606314.500000 Penalty: 5283.520508
	Iteration 86Q: 3 clusters Score -7606314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -7606304.500000 Penalty: 5283.520508
	Iteration 87Q: 3 clusters Score -7606304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7606296.000000 Penalty: 5283.520508
	Iteration 88Q: 3 clusters Score -7606296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7606292.000000 Penalty: 5283.520508
	Iteration 89Q: 3 clusters Score -7606292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -7606300.500000 Penalty: 5283.520508
	Iteration 90Q: 3 clusters Score -7606300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7606295.000000 Penalty: 5283.520508
	Iteration 91Q: 3 clusters Score -7606295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -7606293.000000 Penalty: 5283.520508
	Iteration 92Q: 3 clusters Score -7606293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7606300.500000 Penalty: 5283.520508
	Iteration 93Q: 3 clusters Score -7606300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -7606299.000000 Penalty: 5283.520508
	Iteration 94Q: 3 clusters Score -7606299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7606297.000000 Penalty: 5283.520508
	Iteration 95Q: 3 clusters Score -7606297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7606299.500000 Penalty: 5283.520508
	Iteration 96Q: 3 clusters Score -7606300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -7606297.500000 Penalty: 5283.520508
	Iteration 97Q: 3 clusters Score -7606298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -7606296.000000 Penalty: 5283.520508
	Iteration 98Q: 3 clusters Score -7606296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7606299.000000 Penalty: 5283.520508
	Iteration 99Q: 3 clusters Score -7606299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -7606302.000000 Penalty: 5283.520508
	Iteration 100F: 3 clusters Score -7606302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7606291.500000 Penalty: 5283.520508
	Iteration 101Q: 3 clusters Score -7606292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7606298.500000 Penalty: 5283.520508
	Iteration 102Q: 3 clusters Score -7606298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -7606299.500000 Penalty: 5283.520508
	Iteration 103Q: 3 clusters Score -7606300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7606297.000000 Penalty: 5283.520508
	Iteration 104Q: 3 clusters Score -7606297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7606299.500000 Penalty: 5283.520508
	Iteration 105Q: 3 clusters Score -7606300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7606300.500000 Penalty: 5283.520508
	Iteration 106Q: 3 clusters Score -7606300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7606306.000000 Penalty: 5283.520508
	Iteration 107Q: 3 clusters Score -7606306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7606298.000000 Penalty: 5283.520508
	Iteration 108Q: 3 clusters Score -7606298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -7606300.500000 Penalty: 5283.520508
	Iteration 109Q: 3 clusters Score -7606300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7606297.000000 Penalty: 5283.520508
	Iteration 110Q: 3 clusters Score -7606297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7606293.500000 Penalty: 5283.520508
	Iteration 111Q: 3 clusters Score -7606294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -7606298.500000 Penalty: 5283.520508
	Iteration 112Q: 3 clusters Score -7606298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7606294.500000 Penalty: 5283.520508
	Iteration 113Q: 3 clusters Score -7606294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -7606290.000000 Penalty: 5283.520508
	Iteration 114Q: 3 clusters Score -7606290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -7606296.500000 Penalty: 5283.520508
	Iteration 115Q: 3 clusters Score -7606296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -7606291.500000 Penalty: 5283.520508
	Iteration 116Q: 3 clusters Score -7606292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7606291.500000 Penalty: 5283.520508
	Iteration 117Q: 3 clusters Score -7606292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7606288.000000 Penalty: 5283.520508
	Iteration 118Q: 3 clusters Score -7606288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -7606292.500000 Penalty: 5283.520508
	Iteration 119Q: 3 clusters Score -7606292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -7606286.500000 Penalty: 5283.520508
	Iteration 120F: 3 clusters Score -7606286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -7606288.500000 Penalty: 5283.520508
	Iteration 121Q: 3 clusters Score -7606288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -7606287.000000 Penalty: 5283.520508
	Iteration 122Q: 3 clusters Score -7606287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -7606288.500000 Penalty: 5283.520508
	Iteration 123Q: 3 clusters Score -7606288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -7606289.000000 Penalty: 5283.520508
	Iteration 124Q: 3 clusters Score -7606289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7606288.500000 Penalty: 5283.520508
	Iteration 125Q: 3 clusters Score -7606288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -7606289.500000 Penalty: 5283.520508
	Iteration 126Q: 3 clusters Score -7606290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7606288.000000 Penalty: 5283.520508
	Iteration 127Q: 3 clusters Score -7606288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -7606290.000000 Penalty: 5283.520508
	Iteration 128Q: 3 clusters Score -7606290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -7606292.500000 Penalty: 5283.520508
	Iteration 129Q: 3 clusters Score -7606292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -7606290.500000 Penalty: 5283.520508
	Iteration 130Q: 3 clusters Score -7606290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -7606291.500000 Penalty: 5283.520508
	Iteration 131Q: 3 clusters Score -7606292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -7606296.000000 Penalty: 5283.520508
	Iteration 132Q: 3 clusters Score -7606296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -7606292.500000 Penalty: 5283.520508
	Iteration 133Q: 3 clusters Score -7606292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -7606290.500000 Penalty: 5283.520508
	Iteration 134Q: 3 clusters Score -7606290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -7606300.500000 Penalty: 5283.520508
	Iteration 135Q: 3 clusters Score -7606300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -7606298.500000 Penalty: 5283.520508
	Iteration 136Q: 3 clusters Score -7606298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -7606301.000000 Penalty: 5283.520508
	Iteration 137Q: 3 clusters Score -7606301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -7606292.000000 Penalty: 5283.520508
	Iteration 138Q: 3 clusters Score -7606292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -7606295.500000 Penalty: 5283.520508
	Iteration 139Q: 3 clusters Score -7606296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -7606294.500000 Penalty: 5283.520508
	Iteration 140F: 3 clusters Score -7606294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7606298.000000 Penalty: 5283.520508
	Iteration 141Q: 3 clusters Score -7606298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -7606293.500000 Penalty: 5283.520508
	Iteration 142Q: 3 clusters Score -7606294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -7606295.000000 Penalty: 5283.520508
	Iteration 143Q: 3 clusters Score -7606295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7606296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -7606296.500000 Penalty: 5283.520508
	Iteration 145F: 3 clusters Score -7606296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52937 members 
Entering Unmasked Estep 
Score: -9359490.000000 Penalty: 2697.460693
	Iteration 0F: 2 clusters Score -9359490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -9326559.000000 Penalty: 5394.921387
	Iteration 0F: 3 clusters Score -9326559 nChanged 24423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -9339906.000000 Penalty: 5394.921387
	Iteration 1F: 3 clusters Score -9339906 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -9340622.000000 Penalty: 5394.921387
	Iteration 2Q: 3 clusters Score -9340622 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -9341360.000000 Penalty: 5394.921387
	Iteration 3Q: 3 clusters Score -9341360 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -9342236.000000 Penalty: 5394.921387
	Iteration 4Q: 3 clusters Score -9342236 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -9343343.000000 Penalty: 5394.921387
	Iteration 5Q: 3 clusters Score -9343343 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -9344878.000000 Penalty: 5394.921387
	Iteration 6F: 3 clusters Score -9344878 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -9346911.000000 Penalty: 5394.921387
	Iteration 7F: 3 clusters Score -9346911 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -9349492.000000 Penalty: 5394.921387
	Iteration 8F: 3 clusters Score -9349492 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -9352353.000000 Penalty: 5394.921387
	Iteration 9F: 3 clusters Score -9352353 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -9354641.000000 Penalty: 5394.921387
	Iteration 10Q: 3 clusters Score -9354641 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -9355994.000000 Penalty: 5394.921387
	Iteration 11Q: 3 clusters Score -9355994 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -9356811.000000 Penalty: 5394.921387
	Iteration 12Q: 3 clusters Score -9356811 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -9357374.000000 Penalty: 5394.921387
	Iteration 13Q: 3 clusters Score -9357374 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -9357732.000000 Penalty: 5394.921387
	Iteration 14Q: 3 clusters Score -9357732 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -9357898.000000 Penalty: 5394.921387
	Iteration 15Q: 3 clusters Score -9357898 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9358073.000000 Penalty: 5394.921387
	Iteration 16Q: 3 clusters Score -9358073 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -9358182.000000 Penalty: 5394.921387
	Iteration 17Q: 3 clusters Score -9358182 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -9358206.000000 Penalty: 5394.921387
	Iteration 18Q: 3 clusters Score -9358206 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -9358145.000000 Penalty: 5394.921387
	Iteration 19Q: 3 clusters Score -9358145 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -9358071.000000 Penalty: 5394.921387
	Iteration 20F: 3 clusters Score -9358071 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -9358033.000000 Penalty: 5394.921387
	Iteration 21Q: 3 clusters Score -9358033 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -9358013.000000 Penalty: 5394.921387
	Iteration 22Q: 3 clusters Score -9358013 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -9357918.000000 Penalty: 5394.921387
	Iteration 23Q: 3 clusters Score -9357918 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -9357898.000000 Penalty: 5394.921387
	Iteration 24Q: 3 clusters Score -9357898 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -9357828.000000 Penalty: 5394.921387
	Iteration 25Q: 3 clusters Score -9357828 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -9357765.000000 Penalty: 5394.921387
	Iteration 26Q: 3 clusters Score -9357765 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -9357759.000000 Penalty: 5394.921387
	Iteration 27Q: 3 clusters Score -9357759 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -9357737.000000 Penalty: 5394.921387
	Iteration 28Q: 3 clusters Score -9357737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -9357734.000000 Penalty: 5394.921387
	Iteration 29Q: 3 clusters Score -9357734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -9357704.000000 Penalty: 5394.921387
	Iteration 30Q: 3 clusters Score -9357704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -9357704.000000 Penalty: 5394.921387
	Iteration 31Q: 3 clusters Score -9357704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -9357689.000000 Penalty: 5394.921387
	Iteration 32Q: 3 clusters Score -9357689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -9357669.000000 Penalty: 5394.921387
	Iteration 33Q: 3 clusters Score -9357669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -9357655.000000 Penalty: 5394.921387
	Iteration 34Q: 3 clusters Score -9357655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -9357645.000000 Penalty: 5394.921387
	Iteration 35Q: 3 clusters Score -9357645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -9357650.000000 Penalty: 5394.921387
	Iteration 36Q: 3 clusters Score -9357650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -9357667.000000 Penalty: 5394.921387
	Iteration 37Q: 3 clusters Score -9357667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -9357663.000000 Penalty: 5394.921387
	Iteration 38Q: 3 clusters Score -9357663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -9357643.000000 Penalty: 5394.921387
	Iteration 39Q: 3 clusters Score -9357643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -9357623.000000 Penalty: 5394.921387
	Iteration 40F: 3 clusters Score -9357623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -9357636.000000 Penalty: 5394.921387
	Iteration 41Q: 3 clusters Score -9357636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -9357628.000000 Penalty: 5394.921387
	Iteration 42Q: 3 clusters Score -9357628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -9357616.000000 Penalty: 5394.921387
	Iteration 43Q: 3 clusters Score -9357616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -9357606.000000 Penalty: 5394.921387
	Iteration 44Q: 3 clusters Score -9357606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -9357601.000000 Penalty: 5394.921387
	Iteration 45Q: 3 clusters Score -9357601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -9357608.000000 Penalty: 5394.921387
	Iteration 46Q: 3 clusters Score -9357608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -9357601.000000 Penalty: 5394.921387
	Iteration 47Q: 3 clusters Score -9357601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -9357605.000000 Penalty: 5394.921387
	Iteration 48Q: 3 clusters Score -9357605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -9357608.000000 Penalty: 5394.921387
	Iteration 49Q: 3 clusters Score -9357608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -9357601.000000 Penalty: 5394.921387
	Iteration 50Q: 3 clusters Score -9357601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -9357599.000000 Penalty: 5394.921387
	Iteration 51Q: 3 clusters Score -9357599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -9357591.000000 Penalty: 5394.921387
	Iteration 52Q: 3 clusters Score -9357591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -9357595.000000 Penalty: 5394.921387
	Iteration 53Q: 3 clusters Score -9357595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -9357599.000000 Penalty: 5394.921387
	Iteration 54Q: 3 clusters Score -9357599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -9357604.000000 Penalty: 5394.921387
	Iteration 55Q: 3 clusters Score -9357604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -9357603.000000 Penalty: 5394.921387
	Iteration 56Q: 3 clusters Score -9357603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -9357601.000000 Penalty: 5394.921387
	Iteration 57Q: 3 clusters Score -9357601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -9357612.000000 Penalty: 5394.921387
	Iteration 58Q: 3 clusters Score -9357612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -9357607.000000 Penalty: 5394.921387
	Iteration 59Q: 3 clusters Score -9357607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -9357602.000000 Penalty: 5394.921387
	Iteration 60F: 3 clusters Score -9357602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -9357610.000000 Penalty: 5394.921387
	Iteration 61Q: 3 clusters Score -9357610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -9357604.000000 Penalty: 5394.921387
	Iteration 62Q: 3 clusters Score -9357604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -9357594.000000 Penalty: 5394.921387
	Iteration 63Q: 3 clusters Score -9357594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -9357598.000000 Penalty: 5394.921387
	Iteration 64Q: 3 clusters Score -9357598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9357597.000000 Penalty: 5394.921387
	Iteration 65Q: 3 clusters Score -9357597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -9357602.000000 Penalty: 5394.921387
	Iteration 66Q: 3 clusters Score -9357602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -9357599.000000 Penalty: 5394.921387
	Iteration 67Q: 3 clusters Score -9357599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -9357599.000000 Penalty: 5394.921387
	Iteration 68F: 3 clusters Score -9357599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Entering Unmasked Estep 
Score: -6213124.000000 Penalty: 2593.506592
	Iteration 0F: 2 clusters Score -6213124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -6189418.500000 Penalty: 5187.013184
	Iteration 0F: 3 clusters Score -6189418 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -6198269.500000 Penalty: 5187.013184
	Iteration 1F: 3 clusters Score -6198270 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -6198915.000000 Penalty: 5187.013184
	Iteration 2F: 3 clusters Score -6198915 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -6199636.500000 Penalty: 5187.013184
	Iteration 3Q: 3 clusters Score -6199636 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -6200440.000000 Penalty: 5187.013184
	Iteration 4Q: 3 clusters Score -6200440 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -6201276.000000 Penalty: 5187.013184
	Iteration 5Q: 3 clusters Score -6201276 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -6202126.000000 Penalty: 5187.013184
	Iteration 6Q: 3 clusters Score -6202126 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -6203117.000000 Penalty: 5187.013184
	Iteration 7Q: 3 clusters Score -6203117 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -6204107.000000 Penalty: 5187.013184
	Iteration 8F: 3 clusters Score -6204107 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -6205212.000000 Penalty: 5187.013184
	Iteration 9F: 3 clusters Score -6205212 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -6206195.000000 Penalty: 5187.013184
	Iteration 10F: 3 clusters Score -6206195 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -6206918.500000 Penalty: 5187.013184
	Iteration 11Q: 3 clusters Score -6206918 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -6207391.500000 Penalty: 5187.013184
	Iteration 12Q: 3 clusters Score -6207392 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -6207652.500000 Penalty: 5187.013184
	Iteration 13Q: 3 clusters Score -6207652 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -6207801.000000 Penalty: 5187.013184
	Iteration 14Q: 3 clusters Score -6207801 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6207871.000000 Penalty: 5187.013184
	Iteration 15Q: 3 clusters Score -6207871 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -6207971.000000 Penalty: 5187.013184
	Iteration 16Q: 3 clusters Score -6207971 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6208073.500000 Penalty: 5187.013184
	Iteration 17Q: 3 clusters Score -6208074 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -6208159.500000 Penalty: 5187.013184
	Iteration 18Q: 3 clusters Score -6208160 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -6208244.500000 Penalty: 5187.013184
	Iteration 19Q: 3 clusters Score -6208244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6208278.500000 Penalty: 5187.013184
	Iteration 20F: 3 clusters Score -6208278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -6208324.500000 Penalty: 5187.013184
	Iteration 21Q: 3 clusters Score -6208324 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6208397.500000 Penalty: 5187.013184
	Iteration 22Q: 3 clusters Score -6208398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -6208477.500000 Penalty: 5187.013184
	Iteration 23Q: 3 clusters Score -6208478 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -6208520.000000 Penalty: 5187.013184
	Iteration 24Q: 3 clusters Score -6208520 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -6208582.500000 Penalty: 5187.013184
	Iteration 25Q: 3 clusters Score -6208582 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6208629.500000 Penalty: 5187.013184
	Iteration 26Q: 3 clusters Score -6208630 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -6208689.500000 Penalty: 5187.013184
	Iteration 27Q: 3 clusters Score -6208690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -6208741.000000 Penalty: 5187.013184
	Iteration 28Q: 3 clusters Score -6208741 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -6208814.000000 Penalty: 5187.013184
	Iteration 29Q: 3 clusters Score -6208814 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -6208883.500000 Penalty: 5187.013184
	Iteration 30Q: 3 clusters Score -6208884 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -6208965.500000 Penalty: 5187.013184
	Iteration 31Q: 3 clusters Score -6208966 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -6209070.500000 Penalty: 5187.013184
	Iteration 32Q: 3 clusters Score -6209070 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -6209195.500000 Penalty: 5187.013184
	Iteration 33Q: 3 clusters Score -6209196 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -6209362.500000 Penalty: 5187.013184
	Iteration 34Q: 3 clusters Score -6209362 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -6209552.000000 Penalty: 5187.013184
	Iteration 35Q: 3 clusters Score -6209552 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -6209678.000000 Penalty: 5187.013184
	Iteration 36Q: 3 clusters Score -6209678 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -6209810.000000 Penalty: 5187.013184
	Iteration 37Q: 3 clusters Score -6209810 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -6209902.500000 Penalty: 5187.013184
	Iteration 38Q: 3 clusters Score -6209902 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -6209985.000000 Penalty: 5187.013184
	Iteration 39Q: 3 clusters Score -6209985 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -6210054.000000 Penalty: 5187.013184
	Iteration 40F: 3 clusters Score -6210054 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6210101.000000 Penalty: 5187.013184
	Iteration 41Q: 3 clusters Score -6210101 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -6210162.500000 Penalty: 5187.013184
	Iteration 42Q: 3 clusters Score -6210162 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -6210206.500000 Penalty: 5187.013184
	Iteration 43Q: 3 clusters Score -6210206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -6210257.000000 Penalty: 5187.013184
	Iteration 44Q: 3 clusters Score -6210257 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -6210305.500000 Penalty: 5187.013184
	Iteration 45Q: 3 clusters Score -6210306 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -6210321.000000 Penalty: 5187.013184
	Iteration 46Q: 3 clusters Score -6210321 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -6210350.500000 Penalty: 5187.013184
	Iteration 47Q: 3 clusters Score -6210350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -6210403.000000 Penalty: 5187.013184
	Iteration 48Q: 3 clusters Score -6210403 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -6210437.000000 Penalty: 5187.013184
	Iteration 49Q: 3 clusters Score -6210437 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6210457.500000 Penalty: 5187.013184
	Iteration 50Q: 3 clusters Score -6210458 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -6210509.000000 Penalty: 5187.013184
	Iteration 51Q: 3 clusters Score -6210509 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -6210554.000000 Penalty: 5187.013184
	Iteration 52Q: 3 clusters Score -6210554 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -6210601.500000 Penalty: 5187.013184
	Iteration 53Q: 3 clusters Score -6210602 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -6210646.500000 Penalty: 5187.013184
	Iteration 54Q: 3 clusters Score -6210646 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -6210689.500000 Penalty: 5187.013184
	Iteration 55Q: 3 clusters Score -6210690 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6210747.000000 Penalty: 5187.013184
	Iteration 56Q: 3 clusters Score -6210747 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6210823 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6210880 nChanged 229
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Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6210889 nChanged 227
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Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6210936 nChanged 177
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Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6210982 nChanged 181
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Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -6211016.500000 Penalty: 5187.013184
	Iteration 62Q: 3 clusters Score -6211016 nChanged 169
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Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6211023 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6211056 nChanged 181
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Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -6211115.500000 Penalty: 5187.013184
	Iteration 65Q: 3 clusters Score -6211116 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6211111.500000 Penalty: 5187.013184
	Iteration 66Q: 3 clusters Score -6211112 nChanged 190
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Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -6211140.000000 Penalty: 5187.013184
	Iteration 67Q: 3 clusters Score -6211140 nChanged 191
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Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6211178 nChanged 162
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Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6211220 nChanged 166
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Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6211236 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6211253 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6211284 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6211310 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -6211351.500000 Penalty: 5187.013184
	Iteration 74Q: 3 clusters Score -6211352 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -6211355.500000 Penalty: 5187.013184
	Iteration 75Q: 3 clusters Score -6211356 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -6211382.000000 Penalty: 5187.013184
	Iteration 76Q: 3 clusters Score -6211382 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -6211394.500000 Penalty: 5187.013184
	Iteration 77Q: 3 clusters Score -6211394 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -6211408.000000 Penalty: 5187.013184
	Iteration 78Q: 3 clusters Score -6211408 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -6211437.000000 Penalty: 5187.013184
	Iteration 79Q: 3 clusters Score -6211437 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -6211434.000000 Penalty: 5187.013184
	Iteration 80F: 3 clusters Score -6211434 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6211468 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6211491 nChanged 100
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Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6211484 nChanged 87
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Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6211493 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6211490 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -6211514.500000 Penalty: 5187.013184
	Iteration 86Q: 3 clusters Score -6211514 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6211517 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30410 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6211554 nChanged 72
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Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6211562 nChanged 71
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Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6211570.000000 Penalty: 5187.013184
	Iteration 90Q: 3 clusters Score -6211570 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6211569 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6211578 nChanged 71
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Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6211593.500000 Penalty: 5187.013184
	Iteration 93Q: 3 clusters Score -6211594 nChanged 60
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Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6211602 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -6211625.500000 Penalty: 5187.013184
	Iteration 95Q: 3 clusters Score -6211626 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6211635.500000 Penalty: 5187.013184
	Iteration 96Q: 3 clusters Score -6211636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6211642.000000 Penalty: 5187.013184
	Iteration 97Q: 3 clusters Score -6211642 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6211655.500000 Penalty: 5187.013184
	Iteration 98Q: 3 clusters Score -6211656 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6211668.000000 Penalty: 5187.013184
	Iteration 99Q: 3 clusters Score -6211668 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6211672.500000 Penalty: 5187.013184
	Iteration 100F: 3 clusters Score -6211672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6211658.000000 Penalty: 5187.013184
	Iteration 101Q: 3 clusters Score -6211658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6211666.000000 Penalty: 5187.013184
	Iteration 102Q: 3 clusters Score -6211666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6211668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6211673.000000 Penalty: 5187.013184
	Iteration 104Q: 3 clusters Score -6211673 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6211666 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6211672 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6211674 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6211677.500000 Penalty: 5187.013184
	Iteration 108Q: 3 clusters Score -6211678 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6211666 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6211676.000000 Penalty: 5187.013184
	Iteration 110Q: 3 clusters Score -6211676 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6211670.500000 Penalty: 5187.013184
	Iteration 111Q: 3 clusters Score -6211670 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6211679.500000 Penalty: 5187.013184
	Iteration 112Q: 3 clusters Score -6211680 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6211678.000000 Penalty: 5187.013184
	Iteration 113Q: 3 clusters Score -6211678 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -6211690.000000 Penalty: 5187.013184
	Iteration 114Q: 3 clusters Score -6211690 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6211684.000000 Penalty: 5187.013184
	Iteration 115Q: 3 clusters Score -6211684 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6211686.000000 Penalty: 5187.013184
	Iteration 116Q: 3 clusters Score -6211686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6211693.000000 Penalty: 5187.013184
	Iteration 117Q: 3 clusters Score -6211693 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6211688.500000 Penalty: 5187.013184
	Iteration 118Q: 3 clusters Score -6211688 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6211690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -6211695.000000 Penalty: 5187.013184
	Iteration 120F: 3 clusters Score -6211695 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6211697.000000 Penalty: 5187.013184
	Iteration 121Q: 3 clusters Score -6211697 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6211697 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6211698.500000 Penalty: 5187.013184
	Iteration 123Q: 3 clusters Score -6211698 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6211709.000000 Penalty: 5187.013184
	Iteration 124Q: 3 clusters Score -6211709 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6211709 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6211705.500000 Penalty: 5187.013184
	Iteration 126Q: 3 clusters Score -6211706 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6211699.500000 Penalty: 5187.013184
	Iteration 127Q: 3 clusters Score -6211700 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -6211699.000000 Penalty: 5187.013184
	Iteration 128Q: 3 clusters Score -6211699 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -6211708.000000 Penalty: 5187.013184
	Iteration 129Q: 3 clusters Score -6211708 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6211702.000000 Penalty: 5187.013184
	Iteration 130Q: 3 clusters Score -6211702 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6211707.000000 Penalty: 5187.013184
	Iteration 131Q: 3 clusters Score -6211707 nChanged 9
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Mstep: Class 1 contains 31510 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6211708 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6211710.500000 Penalty: 5187.013184
	Iteration 133Q: 3 clusters Score -6211710 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6211697.500000 Penalty: 5187.013184
	Iteration 134Q: 3 clusters Score -6211698 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6211710 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6211710 nChanged 18
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Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6211713.500000 Penalty: 5187.013184
	Iteration 137Q: 3 clusters Score -6211714 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -6211708.500000 Penalty: 5187.013184
	Iteration 138Q: 3 clusters Score -6211708 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31597 members 
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Entering Unmasked Estep 
Score: -6211705.500000 Penalty: 5187.013184
	Iteration 139Q: 3 clusters Score -6211706 nChanged 13
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Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6211717.500000 Penalty: 5187.013184
	Iteration 140F: 3 clusters Score -6211718 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6211720.000000 Penalty: 5187.013184
	Iteration 141Q: 3 clusters Score -6211720 nChanged 4
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Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6211719.000000 Penalty: 5187.013184
	Iteration 142Q: 3 clusters Score -6211719 nChanged 4
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Mstep: Class 1 contains 31627 members 
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Entering Unmasked Estep 
Score: -6211715.000000 Penalty: 5187.013184
	Iteration 143Q: 3 clusters Score -6211715 nChanged 3
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Mstep: Class 1 contains 31630 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6211718 nChanged 5
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Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6211716.500000 Penalty: 5187.013184
	Iteration 145Q: 3 clusters Score -6211716 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6211717 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6211723.500000 Penalty: 5187.013184
	Iteration 147Q: 3 clusters Score -6211724 nChanged 4
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Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6211732.000000 Penalty: 5187.013184
	Iteration 148Q: 3 clusters Score -6211732 nChanged 2
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Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6211730.000000 Penalty: 5187.013184
	Iteration 149Q: 3 clusters Score -6211730 nChanged 3
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Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -6211731.500000 Penalty: 5187.013184
	Iteration 150Q: 3 clusters Score -6211732 nChanged 4
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Entering Unmasked Estep 
Score: -6211728.500000 Penalty: 5187.013184
	Iteration 151Q: 3 clusters Score -6211728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6211725.000000 Penalty: 5187.013184
	Iteration 152Q: 3 clusters Score -6211725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6211724.500000 Penalty: 5187.013184
	Iteration 153Q: 3 clusters Score -6211724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6211726.500000 Penalty: 5187.013184
	Iteration 154Q: 3 clusters Score -6211726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6211731.000000 Penalty: 5187.013184
	Iteration 155Q: 3 clusters Score -6211731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6211728.000000 Penalty: 5187.013184
	Iteration 156Q: 3 clusters Score -6211728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6211732.500000 Penalty: 5187.013184
	Iteration 157Q: 3 clusters Score -6211732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6211730.000000 Penalty: 5187.013184
	Iteration 158Q: 3 clusters Score -6211730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6211730.000000 Penalty: 5187.013184
	Iteration 159Q: 3 clusters Score -6211730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6211729.000000 Penalty: 5187.013184
	Iteration 160F: 3 clusters Score -6211729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6211727.500000 Penalty: 5187.013184
	Iteration 161Q: 3 clusters Score -6211728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6211731.000000 Penalty: 5187.013184
	Iteration 162Q: 3 clusters Score -6211731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6211731.000000 Penalty: 5187.013184
	Iteration 163F: 3 clusters Score -6211731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (49748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Entering Unmasked Estep 
Score: -8862529.000000 Penalty: 2682.052002
	Iteration 0F: 2 clusters Score -8862529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -8831693.000000 Penalty: 5364.104004
	Iteration 0F: 3 clusters Score -8831693 nChanged 22904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -8844491.000000 Penalty: 5364.104004
	Iteration 1F: 3 clusters Score -8844491 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -8845537.000000 Penalty: 5364.104004
	Iteration 2Q: 3 clusters Score -8845537 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -8846908.000000 Penalty: 5364.104004
	Iteration 3F: 3 clusters Score -8846908 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -8848708.000000 Penalty: 5364.104004
	Iteration 4F: 3 clusters Score -8848708 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -8851038.000000 Penalty: 5364.104004
	Iteration 5F: 3 clusters Score -8851038 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -8853729.000000 Penalty: 5364.104004
	Iteration 6F: 3 clusters Score -8853729 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -8856211.000000 Penalty: 5364.104004
	Iteration 7F: 3 clusters Score -8856211 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -8858081.000000 Penalty: 5364.104004
	Iteration 8F: 3 clusters Score -8858081 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -8859133.000000 Penalty: 5364.104004
	Iteration 9Q: 3 clusters Score -8859133 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -8859805.000000 Penalty: 5364.104004
	Iteration 10Q: 3 clusters Score -8859805 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8860213.000000 Penalty: 5364.104004
	Iteration 11Q: 3 clusters Score -8860213 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -8860472.000000 Penalty: 5364.104004
	Iteration 12Q: 3 clusters Score -8860472 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -8860700.000000 Penalty: 5364.104004
	Iteration 13Q: 3 clusters Score -8860700 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -8860896.000000 Penalty: 5364.104004
	Iteration 14Q: 3 clusters Score -8860896 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -8861051.000000 Penalty: 5364.104004
	Iteration 15Q: 3 clusters Score -8861051 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -8861162.000000 Penalty: 5364.104004
	Iteration 16Q: 3 clusters Score -8861162 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8861246.000000 Penalty: 5364.104004
	Iteration 17Q: 3 clusters Score -8861246 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8861317.000000 Penalty: 5364.104004
	Iteration 18Q: 3 clusters Score -8861317 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8861376.000000 Penalty: 5364.104004
	Iteration 19Q: 3 clusters Score -8861376 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8861435.000000 Penalty: 5364.104004
	Iteration 20F: 3 clusters Score -8861435 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8861541.000000 Penalty: 5364.104004
	Iteration 21Q: 3 clusters Score -8861541 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8861557.000000 Penalty: 5364.104004
	Iteration 22Q: 3 clusters Score -8861557 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8861547.000000 Penalty: 5364.104004
	Iteration 23Q: 3 clusters Score -8861547 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -8861552.000000 Penalty: 5364.104004
	Iteration 24Q: 3 clusters Score -8861552 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8861563.000000 Penalty: 5364.104004
	Iteration 25Q: 3 clusters Score -8861563 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8861569.000000 Penalty: 5364.104004
	Iteration 26Q: 3 clusters Score -8861569 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -8861583.000000 Penalty: 5364.104004
	Iteration 27Q: 3 clusters Score -8861583 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8861556.000000 Penalty: 5364.104004
	Iteration 28Q: 3 clusters Score -8861556 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8861547.000000 Penalty: 5364.104004
	Iteration 29Q: 3 clusters Score -8861547 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -8861549.000000 Penalty: 5364.104004
	Iteration 30Q: 3 clusters Score -8861549 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -8861566.000000 Penalty: 5364.104004
	Iteration 31Q: 3 clusters Score -8861566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -8861533.000000 Penalty: 5364.104004
	Iteration 32Q: 3 clusters Score -8861533 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -8861543.000000 Penalty: 5364.104004
	Iteration 33Q: 3 clusters Score -8861543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -8861539.000000 Penalty: 5364.104004
	Iteration 34Q: 3 clusters Score -8861539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -8861545.000000 Penalty: 5364.104004
	Iteration 35Q: 3 clusters Score -8861545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -8861550.000000 Penalty: 5364.104004
	Iteration 36Q: 3 clusters Score -8861550 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -8861557.000000 Penalty: 5364.104004
	Iteration 37Q: 3 clusters Score -8861557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8861574.000000 Penalty: 5364.104004
	Iteration 38Q: 3 clusters Score -8861574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -8861568.000000 Penalty: 5364.104004
	Iteration 39Q: 3 clusters Score -8861568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8861576.000000 Penalty: 5364.104004
	Iteration 40F: 3 clusters Score -8861576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8861566.000000 Penalty: 5364.104004
	Iteration 41Q: 3 clusters Score -8861566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -8861572.000000 Penalty: 5364.104004
	Iteration 42Q: 3 clusters Score -8861572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -8861568.000000 Penalty: 5364.104004
	Iteration 43Q: 3 clusters Score -8861568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -8861571.000000 Penalty: 5364.104004
	Iteration 44Q: 3 clusters Score -8861571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -8861564.000000 Penalty: 5364.104004
	Iteration 45Q: 3 clusters Score -8861564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8861582.000000 Penalty: 5364.104004
	Iteration 46Q: 3 clusters Score -8861582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -8861571.000000 Penalty: 5364.104004
	Iteration 47Q: 3 clusters Score -8861571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -8861554.000000 Penalty: 5364.104004
	Iteration 48Q: 3 clusters Score -8861554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -8861552.000000 Penalty: 5364.104004
	Iteration 49Q: 3 clusters Score -8861552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -8861566.000000 Penalty: 5364.104004
	Iteration 50Q: 3 clusters Score -8861566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -8861549.000000 Penalty: 5364.104004
	Iteration 51Q: 3 clusters Score -8861549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8861557.000000 Penalty: 5364.104004
	Iteration 52Q: 3 clusters Score -8861557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -8861559.000000 Penalty: 5364.104004
	Iteration 53Q: 3 clusters Score -8861559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -8861549.000000 Penalty: 5364.104004
	Iteration 54Q: 3 clusters Score -8861549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -8861547.000000 Penalty: 5364.104004
	Iteration 55Q: 3 clusters Score -8861547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8861552.000000 Penalty: 5364.104004
	Iteration 56Q: 3 clusters Score -8861552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -8861552.000000 Penalty: 5364.104004
	Iteration 57Q: 3 clusters Score -8861552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -8861540.000000 Penalty: 5364.104004
	Iteration 58Q: 3 clusters Score -8861540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -8861537.000000 Penalty: 5364.104004
	Iteration 59Q: 3 clusters Score -8861537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -8861540.000000 Penalty: 5364.104004
	Iteration 60F: 3 clusters Score -8861540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -8861533.000000 Penalty: 5364.104004
	Iteration 61Q: 3 clusters Score -8861533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8861524.000000 Penalty: 5364.104004
	Iteration 62Q: 3 clusters Score -8861524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -8861529.000000 Penalty: 5364.104004
	Iteration 63Q: 3 clusters Score -8861529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -8861525.000000 Penalty: 5364.104004
	Iteration 64Q: 3 clusters Score -8861525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -8861526.000000 Penalty: 5364.104004
	Iteration 65Q: 3 clusters Score -8861526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -8861520.000000 Penalty: 5364.104004
	Iteration 66Q: 3 clusters Score -8861520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8861516.000000 Penalty: 5364.104004
	Iteration 67Q: 3 clusters Score -8861516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -8861530.000000 Penalty: 5364.104004
	Iteration 68Q: 3 clusters Score -8861530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -8861516.000000 Penalty: 5364.104004
	Iteration 69Q: 3 clusters Score -8861516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -8861512.000000 Penalty: 5364.104004
	Iteration 70Q: 3 clusters Score -8861512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -8861511.000000 Penalty: 5364.104004
	Iteration 71Q: 3 clusters Score -8861511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -8861508.000000 Penalty: 5364.104004
	Iteration 72Q: 3 clusters Score -8861508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8861503.000000 Penalty: 5364.104004
	Iteration 73Q: 3 clusters Score -8861503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -8861505.000000 Penalty: 5364.104004
	Iteration 74Q: 3 clusters Score -8861505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -8861505.000000 Penalty: 5364.104004
	Iteration 75F: 3 clusters Score -8861505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (48547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Entering Unmasked Estep 
Score: -8801850.000000 Penalty: 2675.991455
	Iteration 0F: 2 clusters Score -8801850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -8771286.000000 Penalty: 5351.982910
	Iteration 0F: 3 clusters Score -8771286 nChanged 22298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -8783505.000000 Penalty: 5351.982910
	Iteration 1F: 3 clusters Score -8783505 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -8783872.000000 Penalty: 5351.982910
	Iteration 2Q: 3 clusters Score -8783872 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -8784291.000000 Penalty: 5351.982910
	Iteration 3Q: 3 clusters Score -8784291 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -8784612.000000 Penalty: 5351.982910
	Iteration 4Q: 3 clusters Score -8784612 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -8785030.000000 Penalty: 5351.982910
	Iteration 5Q: 3 clusters Score -8785030 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -8785402.000000 Penalty: 5351.982910
	Iteration 6Q: 3 clusters Score -8785402 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -8785869.000000 Penalty: 5351.982910
	Iteration 7Q: 3 clusters Score -8785869 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -8786480.000000 Penalty: 5351.982910
	Iteration 8Q: 3 clusters Score -8786480 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -8787336.000000 Penalty: 5351.982910
	Iteration 9Q: 3 clusters Score -8787336 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -8788680.000000 Penalty: 5351.982910
	Iteration 10Q: 3 clusters Score -8788680 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -8790575.000000 Penalty: 5351.982910
	Iteration 11F: 3 clusters Score -8790575 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8792976.000000 Penalty: 5351.982910
	Iteration 12F: 3 clusters Score -8792976 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8795362.000000 Penalty: 5351.982910
	Iteration 13F: 3 clusters Score -8795362 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8796866.000000 Penalty: 5351.982910
	Iteration 14F: 3 clusters Score -8796866 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -8798200.000000 Penalty: 5351.982910
	Iteration 15Q: 3 clusters Score -8798200 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -8798868.000000 Penalty: 5351.982910
	Iteration 16Q: 3 clusters Score -8798868 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -8799144.000000 Penalty: 5351.982910
	Iteration 17Q: 3 clusters Score -8799144 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -8799324.000000 Penalty: 5351.982910
	Iteration 18Q: 3 clusters Score -8799324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -8799430.000000 Penalty: 5351.982910
	Iteration 19Q: 3 clusters Score -8799430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -8799491.000000 Penalty: 5351.982910
	Iteration 20F: 3 clusters Score -8799491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -8799533.000000 Penalty: 5351.982910
	Iteration 21Q: 3 clusters Score -8799533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -8799547.000000 Penalty: 5351.982910
	Iteration 22Q: 3 clusters Score -8799547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -8799573.000000 Penalty: 5351.982910
	Iteration 23Q: 3 clusters Score -8799573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -8799616.000000 Penalty: 5351.982910
	Iteration 24Q: 3 clusters Score -8799616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -8799631.000000 Penalty: 5351.982910
	Iteration 25Q: 3 clusters Score -8799631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -8799659.000000 Penalty: 5351.982910
	Iteration 26Q: 3 clusters Score -8799659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -8799684.000000 Penalty: 5351.982910
	Iteration 27Q: 3 clusters Score -8799684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -8799676.000000 Penalty: 5351.982910
	Iteration 28Q: 3 clusters Score -8799676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -8799681.000000 Penalty: 5351.982910
	Iteration 29Q: 3 clusters Score -8799681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -8799678.000000 Penalty: 5351.982910
	Iteration 30Q: 3 clusters Score -8799678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -8799671.000000 Penalty: 5351.982910
	Iteration 31Q: 3 clusters Score -8799671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -8799678.000000 Penalty: 5351.982910
	Iteration 32Q: 3 clusters Score -8799678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -8799688.000000 Penalty: 5351.982910
	Iteration 33Q: 3 clusters Score -8799688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -8799697.000000 Penalty: 5351.982910
	Iteration 34Q: 3 clusters Score -8799697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -8799697.000000 Penalty: 5351.982910
	Iteration 35Q: 3 clusters Score -8799697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -8799702.000000 Penalty: 5351.982910
	Iteration 36Q: 3 clusters Score -8799702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -8799702.000000 Penalty: 5351.982910
	Iteration 37F: 3 clusters Score -8799702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -163385.375000 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -163385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -161384.234375 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -161384.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162002.843750 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -162002.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162438.921875 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -162438.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -163016.125000 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -163016.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163596.968750 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -163597 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -163980.718750 Penalty: 3494.705078
	Iteration 5F: 3 clusters Score -163980.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -164238.500000 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -164238.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -164303.343750 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -164303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -164333.125000 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -164333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -164346.968750 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -164347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -164361.312500 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -164361.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164361.718750 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -164361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164361.718750 Penalty: 3494.705078
	Iteration 12F: 3 clusters Score -164361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 40575 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55627 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 16858 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 48254 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 48081 members 
Mstep: Class 20 contains 53209 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44339 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15049 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48563 members 
Mstep: Class 29 contains 51290 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49564 members 
Mstep: Class 32 contains 42288 members 
Mstep: Class 33 contains 52937 members 
Mstep: Class 34 contains 34811 members 
Mstep: Class 35 contains 49748 members 
Mstep: Class 36 contains 48547 members 
Mstep: Class 37 contains 502 members 
Mstep: Class 38 contains 646 members 
Entering Unmasked Estep 
Score: -196391952.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196392736.000000 to -196391952.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 40575 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55627 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 16858 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 48254 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 48081 members 
Mstep: Class 20 contains 53209 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44339 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15049 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48563 members 
Mstep: Class 29 contains 51290 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49564 members 
Mstep: Class 32 contains 42288 members 
Mstep: Class 33 contains 52937 members 
Mstep: Class 34 contains 34811 members 
Mstep: Class 35 contains 49748 members 
Mstep: Class 36 contains 48547 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196392880.000000 Penalty: 127827.164062
Iteration 159Q: 38 clusters Score -1.963929e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 40597 members 
Mstep: Class 3 contains 33561 members 
Mstep: Class 4 contains 49076 members 
Mstep: Class 5 contains 55655 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 24950 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 43439 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6628 members 
Mstep: Class 13 contains 52204 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 42750 members 
Mstep: Class 17 contains 48290 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 48105 members 
Mstep: Class 20 contains 53236 members 
Mstep: Class 21 contains 44413 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44276 members 
Mstep: Class 24 contains 11323 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15042 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48598 members 
Mstep: Class 29 contains 51255 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49543 members 
Mstep: Class 32 contains 42255 members 
Mstep: Class 33 contains 52933 members 
Mstep: Class 34 contains 34914 members 
Mstep: Class 35 contains 49763 members 
Mstep: Class 36 contains 48587 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196392816.000000 Penalty: 127827.164062
Iteration 160F: 38 clusters Score -1.963928e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 40627 members 
Mstep: Class 3 contains 33471 members 
Mstep: Class 4 contains 49077 members 
Mstep: Class 5 contains 55683 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 24945 members 
Mstep: Class 8 contains 5519 members 
Mstep: Class 9 contains 43424 members 
Mstep: Class 10 contains 16843 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6634 members 
Mstep: Class 13 contains 52172 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42755 members 
Mstep: Class 17 contains 48347 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 48163 members 
Mstep: Class 20 contains 53231 members 
Mstep: Class 21 contains 44388 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44258 members 
Mstep: Class 24 contains 11313 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 15028 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48622 members 
Mstep: Class 29 contains 51245 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49516 members 
Mstep: Class 32 contains 42205 members 
Mstep: Class 33 contains 52926 members 
Mstep: Class 34 contains 35034 members 
Mstep: Class 35 contains 49764 members 
Mstep: Class 36 contains 48582 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393040.000000 Penalty: 127827.164062
Iteration 161Q: 38 clusters Score -1.96393e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 40664 members 
Mstep: Class 3 contains 33366 members 
Mstep: Class 4 contains 49072 members 
Mstep: Class 5 contains 55720 members 
Mstep: Class 6 contains 28313 members 
Mstep: Class 7 contains 24943 members 
Mstep: Class 8 contains 5515 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 16839 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 52138 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17138 members 
Mstep: Class 16 contains 42759 members 
Mstep: Class 17 contains 48372 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 48245 members 
Mstep: Class 20 contains 53260 members 
Mstep: Class 21 contains 44393 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44234 members 
Mstep: Class 24 contains 11316 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15014 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48625 members 
Mstep: Class 29 contains 51236 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49524 members 
Mstep: Class 32 contains 42132 members 
Mstep: Class 33 contains 52935 members 
Mstep: Class 34 contains 35158 members 
Mstep: Class 35 contains 49755 members 
Mstep: Class 36 contains 48538 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393200.000000 Penalty: 127827.164062
Iteration 162Q: 38 clusters Score -1.963932e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 40710 members 
Mstep: Class 3 contains 33256 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55730 members 
Mstep: Class 6 contains 28285 members 
Mstep: Class 7 contains 24941 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 43384 members 
Mstep: Class 10 contains 16836 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 52096 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17156 members 
Mstep: Class 16 contains 42769 members 
Mstep: Class 17 contains 48383 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 48303 members 
Mstep: Class 20 contains 53287 members 
Mstep: Class 21 contains 44401 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44239 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 15004 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48636 members 
Mstep: Class 29 contains 51232 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49517 members 
Mstep: Class 32 contains 42067 members 
Mstep: Class 33 contains 52940 members 
Mstep: Class 34 contains 35322 members 
Mstep: Class 35 contains 49754 members 
Mstep: Class 36 contains 48472 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393296.000000 Penalty: 127827.164062
Iteration 163Q: 38 clusters Score -1.963933e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 40743 members 
Mstep: Class 3 contains 33148 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55737 members 
Mstep: Class 6 contains 28266 members 
Mstep: Class 7 contains 24947 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 43351 members 
Mstep: Class 10 contains 16830 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 52075 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17162 members 
Mstep: Class 16 contains 42776 members 
Mstep: Class 17 contains 48419 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 48372 members 
Mstep: Class 20 contains 53295 members 
Mstep: Class 21 contains 44414 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44255 members 
Mstep: Class 24 contains 11311 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14992 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48640 members 
Mstep: Class 29 contains 51221 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49503 members 
Mstep: Class 32 contains 42015 members 
Mstep: Class 33 contains 52930 members 
Mstep: Class 34 contains 35468 members 
Mstep: Class 35 contains 49756 members 
Mstep: Class 36 contains 48381 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393744.000000 Penalty: 127827.164062
Iteration 164Q: 38 clusters Score -1.963937e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 40768 members 
Mstep: Class 3 contains 33021 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55769 members 
Mstep: Class 6 contains 28248 members 
Mstep: Class 7 contains 24950 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 43319 members 
Mstep: Class 10 contains 16821 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 52025 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 42782 members 
Mstep: Class 17 contains 48452 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 48385 members 
Mstep: Class 20 contains 53275 members 
Mstep: Class 21 contains 44461 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44277 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14981 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48659 members 
Mstep: Class 29 contains 51205 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49500 members 
Mstep: Class 32 contains 41997 members 
Mstep: Class 33 contains 52942 members 
Mstep: Class 34 contains 35630 members 
Mstep: Class 35 contains 49762 members 
Mstep: Class 36 contains 48303 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393968.000000 Penalty: 127827.164062
Iteration 165Q: 38 clusters Score -1.96394e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 40785 members 
Mstep: Class 3 contains 32856 members 
Mstep: Class 4 contains 49069 members 
Mstep: Class 5 contains 55803 members 
Mstep: Class 6 contains 28218 members 
Mstep: Class 7 contains 24949 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 43288 members 
Mstep: Class 10 contains 16818 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6719 members 
Mstep: Class 13 contains 51998 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 42784 members 
Mstep: Class 17 contains 48486 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 48396 members 
Mstep: Class 20 contains 53264 members 
Mstep: Class 21 contains 44510 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44278 members 
Mstep: Class 24 contains 11300 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14969 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48687 members 
Mstep: Class 29 contains 51200 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49483 members 
Mstep: Class 32 contains 41995 members 
Mstep: Class 33 contains 52945 members 
Mstep: Class 34 contains 35788 members 
Mstep: Class 35 contains 49774 members 
Mstep: Class 36 contains 48296 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394144.000000 Penalty: 127827.164062
Iteration 166Q: 38 clusters Score -1.963941e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 40824 members 
Mstep: Class 3 contains 32692 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55830 members 
Mstep: Class 6 contains 28204 members 
Mstep: Class 7 contains 24949 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 43251 members 
Mstep: Class 10 contains 16819 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6738 members 
Mstep: Class 13 contains 51964 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 42781 members 
Mstep: Class 17 contains 48519 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 48405 members 
Mstep: Class 20 contains 53259 members 
Mstep: Class 21 contains 44565 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44280 members 
Mstep: Class 24 contains 11300 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14965 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48699 members 
Mstep: Class 29 contains 51197 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49485 members 
Mstep: Class 32 contains 41963 members 
Mstep: Class 33 contains 52945 members 
Mstep: Class 34 contains 35951 members 
Mstep: Class 35 contains 49785 members 
Mstep: Class 36 contains 48262 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394016.000000 Penalty: 127827.164062
Iteration 167Q: 38 clusters Score -1.96394e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 40887 members 
Mstep: Class 3 contains 32535 members 
Mstep: Class 4 contains 49053 members 
Mstep: Class 5 contains 55819 members 
Mstep: Class 6 contains 28186 members 
Mstep: Class 7 contains 24943 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 43221 members 
Mstep: Class 10 contains 16816 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 51965 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 42784 members 
Mstep: Class 17 contains 48522 members 
Mstep: Class 18 contains 4445 members 
Mstep: Class 19 contains 48403 members 
Mstep: Class 20 contains 53262 members 
Mstep: Class 21 contains 44583 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44280 members 
Mstep: Class 24 contains 11296 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14969 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48702 members 
Mstep: Class 29 contains 51180 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49489 members 
Mstep: Class 32 contains 41928 members 
Mstep: Class 33 contains 52950 members 
Mstep: Class 34 contains 36120 members 
Mstep: Class 35 contains 49799 members 
Mstep: Class 36 contains 48244 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394144.000000 Penalty: 127827.164062
Iteration 168Q: 38 clusters Score -1.963941e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 40912 members 
Mstep: Class 3 contains 32391 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55785 members 
Mstep: Class 6 contains 28183 members 
Mstep: Class 7 contains 24939 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 43206 members 
Mstep: Class 10 contains 16806 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 51941 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 48551 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 48390 members 
Mstep: Class 20 contains 53266 members 
Mstep: Class 21 contains 44620 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44274 members 
Mstep: Class 24 contains 11293 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 14977 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48696 members 
Mstep: Class 29 contains 51185 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49498 members 
Mstep: Class 32 contains 41883 members 
Mstep: Class 33 contains 52954 members 
Mstep: Class 34 contains 36301 members 
Mstep: Class 35 contains 49807 members 
Mstep: Class 36 contains 48220 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394336.000000 Penalty: 127827.164062
Iteration 169Q: 38 clusters Score -1.963943e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 40916 members 
Mstep: Class 3 contains 32234 members 
Mstep: Class 4 contains 49052 members 
Mstep: Class 5 contains 55815 members 
Mstep: Class 6 contains 28177 members 
Mstep: Class 7 contains 24934 members 
Mstep: Class 8 contains 5539 members 
Mstep: Class 9 contains 43201 members 
Mstep: Class 10 contains 16802 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 51911 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 42788 members 
Mstep: Class 17 contains 48580 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 48359 members 
Mstep: Class 20 contains 53268 members 
Mstep: Class 21 contains 44626 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44288 members 
Mstep: Class 24 contains 11290 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 14988 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48685 members 
Mstep: Class 29 contains 51164 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49504 members 
Mstep: Class 32 contains 41861 members 
Mstep: Class 33 contains 52955 members 
Mstep: Class 34 contains 36493 members 
Mstep: Class 35 contains 49792 members 
Mstep: Class 36 contains 48233 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394400.000000 Penalty: 127827.164062
Iteration 170Q: 38 clusters Score -1.963944e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 40920 members 
Mstep: Class 3 contains 32055 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55820 members 
Mstep: Class 6 contains 28167 members 
Mstep: Class 7 contains 24932 members 
Mstep: Class 8 contains 5541 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 16793 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 51882 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42783 members 
Mstep: Class 17 contains 48615 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 48325 members 
Mstep: Class 20 contains 53270 members 
Mstep: Class 21 contains 44648 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44291 members 
Mstep: Class 24 contains 11286 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 14976 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48665 members 
Mstep: Class 29 contains 51190 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49524 members 
Mstep: Class 32 contains 41838 members 
Mstep: Class 33 contains 52969 members 
Mstep: Class 34 contains 36694 members 
Mstep: Class 35 contains 49796 members 
Mstep: Class 36 contains 48261 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196394848.000000 Penalty: 127827.164062
Iteration 171Q: 38 clusters Score -1.963948e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 40893 members 
Mstep: Class 3 contains 31875 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 55848 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 24930 members 
Mstep: Class 8 contains 5540 members 
Mstep: Class 9 contains 43147 members 
Mstep: Class 10 contains 16783 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 51839 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 16 contains 42777 members 
Mstep: Class 17 contains 48652 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 48281 members 
Mstep: Class 20 contains 53279 members 
Mstep: Class 21 contains 44651 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44253 members 
Mstep: Class 24 contains 11280 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 14973 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48648 members 
Mstep: Class 29 contains 51225 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49555 members 
Mstep: Class 32 contains 41822 members 
Mstep: Class 33 contains 52997 members 
Mstep: Class 34 contains 36919 members 
Mstep: Class 35 contains 49807 members 
Mstep: Class 36 contains 48279 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395040.000000 Penalty: 127827.164062
Iteration 172Q: 38 clusters Score -1.96395e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 40860 members 
Mstep: Class 3 contains 31693 members 
Mstep: Class 4 contains 49066 members 
Mstep: Class 5 contains 55858 members 
Mstep: Class 6 contains 28172 members 
Mstep: Class 7 contains 24930 members 
Mstep: Class 8 contains 5540 members 
Mstep: Class 9 contains 43124 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 51800 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17190 members 
Mstep: Class 16 contains 42760 members 
Mstep: Class 17 contains 48700 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 48214 members 
Mstep: Class 20 contains 53293 members 
Mstep: Class 21 contains 44656 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44240 members 
Mstep: Class 24 contains 11272 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 14977 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48645 members 
Mstep: Class 29 contains 51244 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49576 members 
Mstep: Class 32 contains 41796 members 
Mstep: Class 33 contains 53002 members 
Mstep: Class 34 contains 37189 members 
Mstep: Class 35 contains 49817 members 
Mstep: Class 36 contains 48284 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395280.000000 Penalty: 127827.164062
Iteration 173Q: 38 clusters Score -1.963953e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 40827 members 
Mstep: Class 3 contains 31504 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55880 members 
Mstep: Class 6 contains 28167 members 
Mstep: Class 7 contains 24925 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 43075 members 
Mstep: Class 10 contains 16772 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6867 members 
Mstep: Class 13 contains 51758 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17185 members 
Mstep: Class 16 contains 42749 members 
Mstep: Class 17 contains 48792 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 48144 members 
Mstep: Class 20 contains 53272 members 
Mstep: Class 21 contains 44640 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44239 members 
Mstep: Class 24 contains 11265 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 14985 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48662 members 
Mstep: Class 29 contains 51258 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49612 members 
Mstep: Class 32 contains 41748 members 
Mstep: Class 33 contains 53017 members 
Mstep: Class 34 contains 37471 members 
Mstep: Class 35 contains 49834 members 
Mstep: Class 36 contains 48310 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395648.000000 Penalty: 127827.164062
Iteration 174Q: 38 clusters Score -1.963956e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 40769 members 
Mstep: Class 3 contains 31346 members 
Mstep: Class 4 contains 49084 members 
Mstep: Class 5 contains 55925 members 
Mstep: Class 6 contains 28157 members 
Mstep: Class 7 contains 24926 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 43030 members 
Mstep: Class 10 contains 16769 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 51747 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 48895 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 48111 members 
Mstep: Class 20 contains 53255 members 
Mstep: Class 21 contains 44595 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44224 members 
Mstep: Class 24 contains 11257 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14981 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48673 members 
Mstep: Class 29 contains 51287 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49622 members 
Mstep: Class 32 contains 41725 members 
Mstep: Class 33 contains 52997 members 
Mstep: Class 34 contains 37734 members 
Mstep: Class 35 contains 49860 members 
Mstep: Class 36 contains 48306 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395392.000000 Penalty: 127827.164062
Iteration 175Q: 38 clusters Score -1.963954e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 31172 members 
Mstep: Class 4 contains 49093 members 
Mstep: Class 5 contains 55941 members 
Mstep: Class 6 contains 28146 members 
Mstep: Class 7 contains 24923 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 42994 members 
Mstep: Class 10 contains 16765 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 51747 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42740 members 
Mstep: Class 17 contains 49024 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 48101 members 
Mstep: Class 20 contains 53232 members 
Mstep: Class 21 contains 44599 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44225 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14984 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48676 members 
Mstep: Class 29 contains 51296 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49629 members 
Mstep: Class 32 contains 41708 members 
Mstep: Class 33 contains 52963 members 
Mstep: Class 34 contains 38010 members 
Mstep: Class 35 contains 49872 members 
Mstep: Class 36 contains 48273 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395936.000000 Penalty: 127827.164062
Iteration 176Q: 38 clusters Score -1.963959e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 40652 members 
Mstep: Class 3 contains 31005 members 
Mstep: Class 4 contains 49103 members 
Mstep: Class 5 contains 55941 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 24917 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 42953 members 
Mstep: Class 10 contains 16752 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6907 members 
Mstep: Class 13 contains 51753 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 17173 members 
Mstep: Class 16 contains 42738 members 
Mstep: Class 17 contains 49152 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 48119 members 
Mstep: Class 20 contains 53231 members 
Mstep: Class 21 contains 44593 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44232 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 14980 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48674 members 
Mstep: Class 29 contains 51297 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49609 members 
Mstep: Class 32 contains 41681 members 
Mstep: Class 33 contains 52933 members 
Mstep: Class 34 contains 38292 members 
Mstep: Class 35 contains 49882 members 
Mstep: Class 36 contains 48231 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395936.000000 Penalty: 127827.164062
Iteration 177Q: 38 clusters Score -1.963959e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 40577 members 
Mstep: Class 3 contains 30837 members 
Mstep: Class 4 contains 49096 members 
Mstep: Class 5 contains 55961 members 
Mstep: Class 6 contains 28127 members 
Mstep: Class 7 contains 24911 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 42907 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6908 members 
Mstep: Class 13 contains 51747 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 16 contains 42742 members 
Mstep: Class 17 contains 49282 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 48096 members 
Mstep: Class 20 contains 53243 members 
Mstep: Class 21 contains 44570 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44242 members 
Mstep: Class 24 contains 11243 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 14981 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48687 members 
Mstep: Class 29 contains 51283 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49594 members 
Mstep: Class 32 contains 41674 members 
Mstep: Class 33 contains 52919 members 
Mstep: Class 34 contains 38583 members 
Mstep: Class 35 contains 49878 members 
Mstep: Class 36 contains 48214 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196395920.000000 Penalty: 127827.164062
Iteration 178Q: 38 clusters Score -1.963959e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 40500 members 
Mstep: Class 3 contains 30645 members 
Mstep: Class 4 contains 49085 members 
Mstep: Class 5 contains 55986 members 
Mstep: Class 6 contains 28125 members 
Mstep: Class 7 contains 24907 members 
Mstep: Class 8 contains 5512 members 
Mstep: Class 9 contains 42879 members 
Mstep: Class 10 contains 16712 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6909 members 
Mstep: Class 13 contains 51708 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42739 members 
Mstep: Class 17 contains 49360 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 48073 members 
Mstep: Class 20 contains 53287 members 
Mstep: Class 21 contains 44532 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44287 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 14971 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48691 members 
Mstep: Class 29 contains 51297 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 49553 members 
Mstep: Class 32 contains 41707 members 
Mstep: Class 33 contains 52937 members 
Mstep: Class 34 contains 38877 members 
Mstep: Class 35 contains 49877 members 
Mstep: Class 36 contains 48173 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396320.000000 Penalty: 127827.164062
Iteration 179Q: 38 clusters Score -1.963963e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 40399 members 
Mstep: Class 3 contains 30473 members 
Mstep: Class 4 contains 49084 members 
Mstep: Class 5 contains 55994 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 24902 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 42847 members 
Mstep: Class 10 contains 16706 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6908 members 
Mstep: Class 13 contains 51673 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 42741 members 
Mstep: Class 17 contains 49383 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 48079 members 
Mstep: Class 20 contains 53321 members 
Mstep: Class 21 contains 44495 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44336 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 14978 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48697 members 
Mstep: Class 29 contains 51292 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49515 members 
Mstep: Class 32 contains 41796 members 
Mstep: Class 33 contains 52967 members 
Mstep: Class 34 contains 39175 members 
Mstep: Class 35 contains 49868 members 
Mstep: Class 36 contains 48120 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396224.000000 Penalty: 127827.164062
Iteration 180F: 38 clusters Score -1.963962e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 40308 members 
Mstep: Class 3 contains 30303 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55990 members 
Mstep: Class 6 contains 28127 members 
Mstep: Class 7 contains 24901 members 
Mstep: Class 8 contains 5501 members 
Mstep: Class 9 contains 42813 members 
Mstep: Class 10 contains 16697 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 51669 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 17189 members 
Mstep: Class 16 contains 42741 members 
Mstep: Class 17 contains 49402 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 48114 members 
Mstep: Class 20 contains 53323 members 
Mstep: Class 21 contains 44491 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44349 members 
Mstep: Class 24 contains 11232 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 14978 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48695 members 
Mstep: Class 29 contains 51284 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49513 members 
Mstep: Class 32 contains 41862 members 
Mstep: Class 33 contains 52970 members 
Mstep: Class 34 contains 39468 members 
Mstep: Class 35 contains 49858 members 
Mstep: Class 36 contains 48053 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396560.000000 Penalty: 127827.164062
Iteration 181Q: 38 clusters Score -1.963966e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 40201 members 
Mstep: Class 3 contains 30105 members 
Mstep: Class 4 contains 49095 members 
Mstep: Class 5 contains 55963 members 
Mstep: Class 6 contains 28110 members 
Mstep: Class 7 contains 24901 members 
Mstep: Class 8 contains 5502 members 
Mstep: Class 9 contains 42777 members 
Mstep: Class 10 contains 16680 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6911 members 
Mstep: Class 13 contains 51650 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 17188 members 
Mstep: Class 16 contains 42730 members 
Mstep: Class 17 contains 49481 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 48139 members 
Mstep: Class 20 contains 53312 members 
Mstep: Class 21 contains 44531 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44403 members 
Mstep: Class 24 contains 11224 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14973 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48671 members 
Mstep: Class 29 contains 51270 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49482 members 
Mstep: Class 32 contains 41905 members 
Mstep: Class 33 contains 52982 members 
Mstep: Class 34 contains 39775 members 
Mstep: Class 35 contains 49851 members 
Mstep: Class 36 contains 48019 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396736.000000 Penalty: 127827.164062
Iteration 182Q: 38 clusters Score -1.963967e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 40096 members 
Mstep: Class 3 contains 29897 members 
Mstep: Class 4 contains 49089 members 
Mstep: Class 5 contains 55934 members 
Mstep: Class 6 contains 28093 members 
Mstep: Class 7 contains 24890 members 
Mstep: Class 8 contains 5504 members 
Mstep: Class 9 contains 42749 members 
Mstep: Class 10 contains 16669 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6919 members 
Mstep: Class 13 contains 51633 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 42726 members 
Mstep: Class 17 contains 49524 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 48102 members 
Mstep: Class 20 contains 53300 members 
Mstep: Class 21 contains 44540 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44438 members 
Mstep: Class 24 contains 11224 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14993 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48659 members 
Mstep: Class 29 contains 51265 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49453 members 
Mstep: Class 32 contains 41974 members 
Mstep: Class 33 contains 53014 members 
Mstep: Class 34 contains 40108 members 
Mstep: Class 35 contains 49851 members 
Mstep: Class 36 contains 48006 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396832.000000 Penalty: 127827.164062
Iteration 183Q: 38 clusters Score -1.963968e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 39970 members 
Mstep: Class 3 contains 29713 members 
Mstep: Class 4 contains 49087 members 
Mstep: Class 5 contains 55949 members 
Mstep: Class 6 contains 28073 members 
Mstep: Class 7 contains 24884 members 
Mstep: Class 8 contains 5506 members 
Mstep: Class 9 contains 42732 members 
Mstep: Class 10 contains 16661 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6927 members 
Mstep: Class 13 contains 51612 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 17191 members 
Mstep: Class 16 contains 42721 members 
Mstep: Class 17 contains 49573 members 
Mstep: Class 18 contains 4445 members 
Mstep: Class 19 contains 48089 members 
Mstep: Class 20 contains 53306 members 
Mstep: Class 21 contains 44534 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44437 members 
Mstep: Class 24 contains 11218 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 14988 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48645 members 
Mstep: Class 29 contains 51268 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 49428 members 
Mstep: Class 32 contains 42071 members 
Mstep: Class 33 contains 53031 members 
Mstep: Class 34 contains 40395 members 
Mstep: Class 35 contains 49850 members 
Mstep: Class 36 contains 47999 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396960.000000 Penalty: 127827.164062
Iteration 184Q: 38 clusters Score -1.96397e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 39856 members 
Mstep: Class 3 contains 29501 members 
Mstep: Class 4 contains 49080 members 
Mstep: Class 5 contains 55964 members 
Mstep: Class 6 contains 28063 members 
Mstep: Class 7 contains 24892 members 
Mstep: Class 8 contains 5502 members 
Mstep: Class 9 contains 42710 members 
Mstep: Class 10 contains 16657 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6931 members 
Mstep: Class 13 contains 51613 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17204 members 
Mstep: Class 16 contains 42712 members 
Mstep: Class 17 contains 49606 members 
Mstep: Class 18 contains 4440 members 
Mstep: Class 19 contains 48061 members 
Mstep: Class 20 contains 53304 members 
Mstep: Class 21 contains 44502 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44418 members 
Mstep: Class 24 contains 11212 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 14991 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48635 members 
Mstep: Class 29 contains 51275 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49410 members 
Mstep: Class 32 contains 42166 members 
Mstep: Class 33 contains 53026 members 
Mstep: Class 34 contains 40690 members 
Mstep: Class 35 contains 49853 members 
Mstep: Class 36 contains 48057 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196397712.000000 Penalty: 127827.164062
Iteration 185Q: 38 clusters Score -1.963977e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 29277 members 
Mstep: Class 4 contains 49078 members 
Mstep: Class 5 contains 55968 members 
Mstep: Class 6 contains 28046 members 
Mstep: Class 7 contains 24898 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 42689 members 
Mstep: Class 10 contains 16651 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6930 members 
Mstep: Class 13 contains 51600 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17210 members 
Mstep: Class 16 contains 42704 members 
Mstep: Class 17 contains 49721 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 48052 members 
Mstep: Class 20 contains 53296 members 
Mstep: Class 21 contains 44487 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44425 members 
Mstep: Class 24 contains 11215 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 14989 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48622 members 
Mstep: Class 29 contains 51275 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49386 members 
Mstep: Class 32 contains 42217 members 
Mstep: Class 33 contains 53046 members 
Mstep: Class 34 contains 40979 members 
Mstep: Class 35 contains 49861 members 
Mstep: Class 36 contains 48086 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196397696.000000 Penalty: 127827.164062
Iteration 186Q: 38 clusters Score -1.963977e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 39611 members 
Mstep: Class 3 contains 29040 members 
Mstep: Class 4 contains 49085 members 
Mstep: Class 5 contains 55988 members 
Mstep: Class 6 contains 28038 members 
Mstep: Class 7 contains 24904 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 42668 members 
Mstep: Class 10 contains 16644 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6932 members 
Mstep: Class 13 contains 51567 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17218 members 
Mstep: Class 16 contains 42706 members 
Mstep: Class 17 contains 49792 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 48066 members 
Mstep: Class 20 contains 53320 members 
Mstep: Class 21 contains 44460 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44439 members 
Mstep: Class 24 contains 11217 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 14989 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48623 members 
Mstep: Class 29 contains 51250 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49378 members 
Mstep: Class 32 contains 42270 members 
Mstep: Class 33 contains 53057 members 
Mstep: Class 34 contains 41256 members 
Mstep: Class 35 contains 49843 members 
Mstep: Class 36 contains 48112 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196397952.000000 Penalty: 127827.164062
Iteration 187Q: 38 clusters Score -1.96398e+08 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 39509 members 
Mstep: Class 3 contains 28826 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 56008 members 
Mstep: Class 6 contains 28044 members 
Mstep: Class 7 contains 24900 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 42656 members 
Mstep: Class 10 contains 16634 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 51542 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 17217 members 
Mstep: Class 16 contains 42701 members 
Mstep: Class 17 contains 49821 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 48080 members 
Mstep: Class 20 contains 53356 members 
Mstep: Class 21 contains 44437 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44452 members 
Mstep: Class 24 contains 11210 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14985 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48636 members 
Mstep: Class 29 contains 51235 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49344 members 
Mstep: Class 32 contains 42318 members 
Mstep: Class 33 contains 53063 members 
Mstep: Class 34 contains 41520 members 
Mstep: Class 35 contains 49842 members 
Mstep: Class 36 contains 48154 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196398016.000000 Penalty: 127827.164062
Iteration 188Q: 38 clusters Score -1.96398e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 39399 members 
Mstep: Class 3 contains 28622 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 56040 members 
Mstep: Class 6 contains 28027 members 
Mstep: Class 7 contains 24909 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 16617 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6935 members 
Mstep: Class 13 contains 51496 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 42692 members 
Mstep: Class 17 contains 49844 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 48109 members 
Mstep: Class 20 contains 53367 members 
Mstep: Class 21 contains 44461 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44446 members 
Mstep: Class 24 contains 11202 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14967 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48651 members 
Mstep: Class 29 contains 51226 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49350 members 
Mstep: Class 32 contains 42407 members 
Mstep: Class 33 contains 53057 members 
Mstep: Class 34 contains 41747 members 
Mstep: Class 35 contains 49821 members 
Mstep: Class 36 contains 48216 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196398096.000000 Penalty: 127827.164062
Iteration 189Q: 38 clusters Score -1.963981e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 39310 members 
Mstep: Class 3 contains 28408 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 56075 members 
Mstep: Class 6 contains 28029 members 
Mstep: Class 7 contains 24901 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 42599 members 
Mstep: Class 10 contains 16596 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 51449 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 17211 members 
Mstep: Class 16 contains 42680 members 
Mstep: Class 17 contains 49835 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 48125 members 
Mstep: Class 20 contains 53358 members 
Mstep: Class 21 contains 44502 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44456 members 
Mstep: Class 24 contains 11199 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14961 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48674 members 
Mstep: Class 29 contains 51207 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49337 members 
Mstep: Class 32 contains 42532 members 
Mstep: Class 33 contains 53052 members 
Mstep: Class 34 contains 41954 members 
Mstep: Class 35 contains 49827 members 
Mstep: Class 36 contains 48266 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196398224.000000 Penalty: 127827.164062
Iteration 190Q: 38 clusters Score -1.963982e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 39233 members 
Mstep: Class 3 contains 28163 members 
Mstep: Class 4 contains 49087 members 
Mstep: Class 5 contains 56096 members 
Mstep: Class 6 contains 28029 members 
Mstep: Class 7 contains 24907 members 
Mstep: Class 8 contains 5487 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 16584 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6945 members 
Mstep: Class 13 contains 51417 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 42673 members 
Mstep: Class 17 contains 49842 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 48139 members 
Mstep: Class 20 contains 53394 members 
Mstep: Class 21 contains 44543 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44486 members 
Mstep: Class 24 contains 11188 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 14946 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48676 members 
Mstep: Class 29 contains 51187 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49323 members 
Mstep: Class 32 contains 42621 members 
Mstep: Class 33 contains 53042 members 
Mstep: Class 34 contains 42206 members 
Mstep: Class 35 contains 49829 members 
Mstep: Class 36 contains 48284 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196398720.000000 Penalty: 127827.164062
Iteration 191Q: 38 clusters Score -1.963987e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 39170 members 
Mstep: Class 3 contains 27939 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 56099 members 
Mstep: Class 6 contains 28039 members 
Mstep: Class 7 contains 24895 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 42550 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 51377 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17213 members 
Mstep: Class 16 contains 42664 members 
Mstep: Class 17 contains 49836 members 
Mstep: Class 18 contains 4406 members 
Mstep: Class 19 contains 48088 members 
Mstep: Class 20 contains 53413 members 
Mstep: Class 21 contains 44580 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44515 members 
Mstep: Class 24 contains 11179 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14936 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48690 members 
Mstep: Class 29 contains 51172 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49331 members 
Mstep: Class 32 contains 42683 members 
Mstep: Class 33 contains 53071 members 
Mstep: Class 34 contains 42515 members 
Mstep: Class 35 contains 49837 members 
Mstep: Class 36 contains 48268 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196399152.000000 Penalty: 127827.164062
Iteration 192Q: 38 clusters Score -1.963992e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 39128 members 
Mstep: Class 3 contains 27700 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 56133 members 
Mstep: Class 6 contains 28049 members 
Mstep: Class 7 contains 24879 members 
Mstep: Class 8 contains 5475 members 
Mstep: Class 9 contains 42532 members 
Mstep: Class 10 contains 16554 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 51330 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17219 members 
Mstep: Class 16 contains 42662 members 
Mstep: Class 17 contains 49773 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 48062 members 
Mstep: Class 20 contains 53430 members 
Mstep: Class 21 contains 44620 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44523 members 
Mstep: Class 24 contains 11169 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14911 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48703 members 
Mstep: Class 29 contains 51166 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49344 members 
Mstep: Class 32 contains 42806 members 
Mstep: Class 33 contains 53095 members 
Mstep: Class 34 contains 42803 members 
Mstep: Class 35 contains 49826 members 
Mstep: Class 36 contains 48261 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400144.000000 Penalty: 127827.164062
Iteration 193Q: 38 clusters Score -1.964001e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 39072 members 
Mstep: Class 3 contains 27473 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 56144 members 
Mstep: Class 6 contains 28055 members 
Mstep: Class 7 contains 24867 members 
Mstep: Class 8 contains 5473 members 
Mstep: Class 9 contains 42511 members 
Mstep: Class 10 contains 16541 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 51307 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17223 members 
Mstep: Class 16 contains 42664 members 
Mstep: Class 17 contains 49715 members 
Mstep: Class 18 contains 4397 members 
Mstep: Class 19 contains 48033 members 
Mstep: Class 20 contains 53446 members 
Mstep: Class 21 contains 44631 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44532 members 
Mstep: Class 24 contains 11160 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 14884 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48702 members 
Mstep: Class 29 contains 51170 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49335 members 
Mstep: Class 32 contains 42948 members 
Mstep: Class 33 contains 53123 members 
Mstep: Class 34 contains 43084 members 
Mstep: Class 35 contains 49826 members 
Mstep: Class 36 contains 48259 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400608.000000 Penalty: 127827.164062
Iteration 194Q: 38 clusters Score -1.964006e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 39015 members 
Mstep: Class 3 contains 27274 members 
Mstep: Class 4 contains 49095 members 
Mstep: Class 5 contains 56120 members 
Mstep: Class 6 contains 28050 members 
Mstep: Class 7 contains 24858 members 
Mstep: Class 8 contains 5472 members 
Mstep: Class 9 contains 42476 members 
Mstep: Class 10 contains 16533 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6946 members 
Mstep: Class 13 contains 51262 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17224 members 
Mstep: Class 16 contains 42661 members 
Mstep: Class 17 contains 49683 members 
Mstep: Class 18 contains 4401 members 
Mstep: Class 19 contains 47981 members 
Mstep: Class 20 contains 53445 members 
Mstep: Class 21 contains 44685 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44575 members 
Mstep: Class 24 contains 11154 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48707 members 
Mstep: Class 29 contains 51194 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49318 members 
Mstep: Class 32 contains 43111 members 
Mstep: Class 33 contains 53139 members 
Mstep: Class 34 contains 43345 members 
Mstep: Class 35 contains 49790 members 
Mstep: Class 36 contains 48270 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400784.000000 Penalty: 127827.164062
Iteration 195Q: 38 clusters Score -1.964008e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 38956 members 
Mstep: Class 3 contains 27104 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 56110 members 
Mstep: Class 6 contains 28047 members 
Mstep: Class 7 contains 24848 members 
Mstep: Class 8 contains 5471 members 
Mstep: Class 9 contains 42439 members 
Mstep: Class 10 contains 16525 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 51224 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17230 members 
Mstep: Class 16 contains 42650 members 
Mstep: Class 17 contains 49663 members 
Mstep: Class 18 contains 4397 members 
Mstep: Class 19 contains 47936 members 
Mstep: Class 20 contains 53439 members 
Mstep: Class 21 contains 44711 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44603 members 
Mstep: Class 24 contains 11147 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14841 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48722 members 
Mstep: Class 29 contains 51195 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49298 members 
Mstep: Class 32 contains 43249 members 
Mstep: Class 33 contains 53126 members 
Mstep: Class 34 contains 43585 members 
Mstep: Class 35 contains 49781 members 
Mstep: Class 36 contains 48329 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400848.000000 Penalty: 127827.164062
Iteration 196Q: 38 clusters Score -1.964008e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 38928 members 
Mstep: Class 3 contains 26952 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 56122 members 
Mstep: Class 6 contains 28053 members 
Mstep: Class 7 contains 24835 members 
Mstep: Class 8 contains 5467 members 
Mstep: Class 9 contains 42398 members 
Mstep: Class 10 contains 16518 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6940 members 
Mstep: Class 13 contains 51197 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17238 members 
Mstep: Class 16 contains 42642 members 
Mstep: Class 17 contains 49665 members 
Mstep: Class 18 contains 4397 members 
Mstep: Class 19 contains 47945 members 
Mstep: Class 20 contains 53385 members 
Mstep: Class 21 contains 44699 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44619 members 
Mstep: Class 24 contains 11141 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14820 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48703 members 
Mstep: Class 29 contains 51215 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49273 members 
Mstep: Class 32 contains 43356 members 
Mstep: Class 33 contains 53119 members 
Mstep: Class 34 contains 43808 members 
Mstep: Class 35 contains 49753 members 
Mstep: Class 36 contains 48402 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400832.000000 Penalty: 127827.164062
Iteration 197Q: 38 clusters Score -1.964008e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 38853 members 
Mstep: Class 3 contains 26780 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 56132 members 
Mstep: Class 6 contains 28071 members 
Mstep: Class 7 contains 24815 members 
Mstep: Class 8 contains 5467 members 
Mstep: Class 9 contains 42371 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 51168 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17246 members 
Mstep: Class 16 contains 42639 members 
Mstep: Class 17 contains 49724 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 47989 members 
Mstep: Class 20 contains 53338 members 
Mstep: Class 21 contains 44685 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44632 members 
Mstep: Class 24 contains 11133 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 14806 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48680 members 
Mstep: Class 29 contains 51225 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49249 members 
Mstep: Class 32 contains 43443 members 
Mstep: Class 33 contains 53105 members 
Mstep: Class 34 contains 43986 members 
Mstep: Class 35 contains 49740 members 
Mstep: Class 36 contains 48476 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196400960.000000 Penalty: 127827.164062
Iteration 198Q: 38 clusters Score -1.96401e+08 nChanged 3051
Entering ConstructFrom: 
Score: -196400960.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (48420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Entering Unmasked Estep 
Score: -8654224.000000 Penalty: 2675.341797
	Iteration 0F: 2 clusters Score -8654224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -8623884.000000 Penalty: 5350.683594
	Iteration 0F: 3 clusters Score -8623884 nChanged 22239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8636121.000000 Penalty: 5350.683594
	Iteration 1F: 3 clusters Score -8636121 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -8636592.000000 Penalty: 5350.683594
	Iteration 2Q: 3 clusters Score -8636592 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -8636994.000000 Penalty: 5350.683594
	Iteration 3Q: 3 clusters Score -8636994 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -8637382.000000 Penalty: 5350.683594
	Iteration 4Q: 3 clusters Score -8637382 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -8637866.000000 Penalty: 5350.683594
	Iteration 5Q: 3 clusters Score -8637866 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -8638477.000000 Penalty: 5350.683594
	Iteration 6Q: 3 clusters Score -8638477 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -8639257.000000 Penalty: 5350.683594
	Iteration 7Q: 3 clusters Score -8639257 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -8640275.000000 Penalty: 5350.683594
	Iteration 8Q: 3 clusters Score -8640275 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8641566.000000 Penalty: 5350.683594
	Iteration 9F: 3 clusters Score -8641566 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -8643266.000000 Penalty: 5350.683594
	Iteration 10F: 3 clusters Score -8643266 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -8645452.000000 Penalty: 5350.683594
	Iteration 11F: 3 clusters Score -8645452 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -8647842.000000 Penalty: 5350.683594
	Iteration 12F: 3 clusters Score -8647842 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -8650138.000000 Penalty: 5350.683594
	Iteration 13F: 3 clusters Score -8650138 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8651810.000000 Penalty: 5350.683594
	Iteration 14Q: 3 clusters Score -8651810 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -8652740.000000 Penalty: 5350.683594
	Iteration 15Q: 3 clusters Score -8652740 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8653219.000000 Penalty: 5350.683594
	Iteration 16Q: 3 clusters Score -8653219 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8653440.000000 Penalty: 5350.683594
	Iteration 17Q: 3 clusters Score -8653440 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -8653529.000000 Penalty: 5350.683594
	Iteration 18Q: 3 clusters Score -8653529 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -8653608.000000 Penalty: 5350.683594
	Iteration 19Q: 3 clusters Score -8653608 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8653617.000000 Penalty: 5350.683594
	Iteration 20F: 3 clusters Score -8653617 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8653617.000000 Penalty: 5350.683594
	Iteration 21Q: 3 clusters Score -8653617 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8653608.000000 Penalty: 5350.683594
	Iteration 22Q: 3 clusters Score -8653608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8653607.000000 Penalty: 5350.683594
	Iteration 23Q: 3 clusters Score -8653607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8653603.000000 Penalty: 5350.683594
	Iteration 24Q: 3 clusters Score -8653603 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8653597.000000 Penalty: 5350.683594
	Iteration 25Q: 3 clusters Score -8653597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -8653590.000000 Penalty: 5350.683594
	Iteration 26Q: 3 clusters Score -8653590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -8653580.000000 Penalty: 5350.683594
	Iteration 27Q: 3 clusters Score -8653580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -8653576.000000 Penalty: 5350.683594
	Iteration 28Q: 3 clusters Score -8653576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -8653572.000000 Penalty: 5350.683594
	Iteration 29Q: 3 clusters Score -8653572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -8653574.000000 Penalty: 5350.683594
	Iteration 30Q: 3 clusters Score -8653574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8653560.000000 Penalty: 5350.683594
	Iteration 31Q: 3 clusters Score -8653560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -8653556.000000 Penalty: 5350.683594
	Iteration 32Q: 3 clusters Score -8653556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8653552.000000 Penalty: 5350.683594
	Iteration 33Q: 3 clusters Score -8653552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8653536.000000 Penalty: 5350.683594
	Iteration 34Q: 3 clusters Score -8653536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8653538.000000 Penalty: 5350.683594
	Iteration 35Q: 3 clusters Score -8653538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8653536.000000 Penalty: 5350.683594
	Iteration 36Q: 3 clusters Score -8653536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8653531.000000 Penalty: 5350.683594
	Iteration 37Q: 3 clusters Score -8653531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8653529.000000 Penalty: 5350.683594
	Iteration 38Q: 3 clusters Score -8653529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8653531.000000 Penalty: 5350.683594
	Iteration 39Q: 3 clusters Score -8653531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -8653527.000000 Penalty: 5350.683594
	Iteration 40F: 3 clusters Score -8653527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -8653528.000000 Penalty: 5350.683594
	Iteration 41Q: 3 clusters Score -8653528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8653527.000000 Penalty: 5350.683594
	Iteration 42Q: 3 clusters Score -8653527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8653525.000000 Penalty: 5350.683594
	Iteration 43Q: 3 clusters Score -8653525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8653528.000000 Penalty: 5350.683594
	Iteration 44Q: 3 clusters Score -8653528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8653530.000000 Penalty: 5350.683594
	Iteration 45Q: 3 clusters Score -8653530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8653525.000000 Penalty: 5350.683594
	Iteration 46Q: 3 clusters Score -8653525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8653528.000000 Penalty: 5350.683594
	Iteration 47Q: 3 clusters Score -8653528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -8653528.000000 Penalty: 5350.683594
	Iteration 48Q: 3 clusters Score -8653528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8653530.000000 Penalty: 5350.683594
	Iteration 49Q: 3 clusters Score -8653530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -8653526.000000 Penalty: 5350.683594
	Iteration 50Q: 3 clusters Score -8653526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8653520.000000 Penalty: 5350.683594
	Iteration 51Q: 3 clusters Score -8653520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8653528.000000 Penalty: 5350.683594
	Iteration 52Q: 3 clusters Score -8653528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -8653525.000000 Penalty: 5350.683594
	Iteration 53Q: 3 clusters Score -8653525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -8653525.000000 Penalty: 5350.683594
	Iteration 54Q: 3 clusters Score -8653525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -8653524.000000 Penalty: 5350.683594
	Iteration 55Q: 3 clusters Score -8653524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8653520.000000 Penalty: 5350.683594
	Iteration 56Q: 3 clusters Score -8653520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8653526.000000 Penalty: 5350.683594
	Iteration 57Q: 3 clusters Score -8653526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -8653522.000000 Penalty: 5350.683594
	Iteration 58Q: 3 clusters Score -8653522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8653522.000000 Penalty: 5350.683594
	Iteration 59Q: 3 clusters Score -8653522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8653522.000000 Penalty: 5350.683594
	Iteration 60F: 3 clusters Score -8653522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Entering Unmasked Estep 
Score: -6915704.500000 Penalty: 2620.405029
	Iteration 0F: 2 clusters Score -6915704 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 19320 members 
Entering Unmasked Estep 
Score: -6889489.500000 Penalty: 5240.810059
	Iteration 0F: 3 clusters Score -6889490 nChanged 17763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -6899395.500000 Penalty: 5240.810059
	Iteration 1F: 3 clusters Score -6899396 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -6900021.000000 Penalty: 5240.810059
	Iteration 2Q: 3 clusters Score -6900021 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -6900781.000000 Penalty: 5240.810059
	Iteration 3Q: 3 clusters Score -6900781 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -6901920.000000 Penalty: 5240.810059
	Iteration 4F: 3 clusters Score -6901920 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -6903640.500000 Penalty: 5240.810059
	Iteration 5F: 3 clusters Score -6903640 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -6906008.000000 Penalty: 5240.810059
	Iteration 6F: 3 clusters Score -6906008 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -6908459.000000 Penalty: 5240.810059
	Iteration 7F: 3 clusters Score -6908459 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -6910441.000000 Penalty: 5240.810059
	Iteration 8F: 3 clusters Score -6910441 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -6912017.000000 Penalty: 5240.810059
	Iteration 9Q: 3 clusters Score -6912017 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6913511.500000 Penalty: 5240.810059
	Iteration 10Q: 3 clusters Score -6913512 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6914308.500000 Penalty: 5240.810059
	Iteration 11Q: 3 clusters Score -6914308 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -6914525.500000 Penalty: 5240.810059
	Iteration 12Q: 3 clusters Score -6914526 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6914583.000000 Penalty: 5240.810059
	Iteration 13Q: 3 clusters Score -6914583 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6914611.000000 Penalty: 5240.810059
	Iteration 14Q: 3 clusters Score -6914611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6914620.000000 Penalty: 5240.810059
	Iteration 15Q: 3 clusters Score -6914620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6914632.500000 Penalty: 5240.810059
	Iteration 16Q: 3 clusters Score -6914632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6914648.500000 Penalty: 5240.810059
	Iteration 17Q: 3 clusters Score -6914648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6914655.500000 Penalty: 5240.810059
	Iteration 18Q: 3 clusters Score -6914656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -6914654.500000 Penalty: 5240.810059
	Iteration 19Q: 3 clusters Score -6914654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6914659.000000 Penalty: 5240.810059
	Iteration 20F: 3 clusters Score -6914659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6914653.500000 Penalty: 5240.810059
	Iteration 21Q: 3 clusters Score -6914654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6914659.000000 Penalty: 5240.810059
	Iteration 22Q: 3 clusters Score -6914659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -6914656.500000 Penalty: 5240.810059
	Iteration 23Q: 3 clusters Score -6914656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -6914668.500000 Penalty: 5240.810059
	Iteration 24Q: 3 clusters Score -6914668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6914655.500000 Penalty: 5240.810059
	Iteration 25Q: 3 clusters Score -6914656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6914654.000000 Penalty: 5240.810059
	Iteration 26Q: 3 clusters Score -6914654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6914657.000000 Penalty: 5240.810059
	Iteration 27Q: 3 clusters Score -6914657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6914669.000000 Penalty: 5240.810059
	Iteration 28Q: 3 clusters Score -6914669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6914662.000000 Penalty: 5240.810059
	Iteration 29Q: 3 clusters Score -6914662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6914648.000000 Penalty: 5240.810059
	Iteration 30Q: 3 clusters Score -6914648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6914644.000000 Penalty: 5240.810059
	Iteration 31Q: 3 clusters Score -6914644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6914648.500000 Penalty: 5240.810059
	Iteration 32Q: 3 clusters Score -6914648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6914651.500000 Penalty: 5240.810059
	Iteration 33Q: 3 clusters Score -6914652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6914657.000000 Penalty: 5240.810059
	Iteration 34Q: 3 clusters Score -6914657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6914665.500000 Penalty: 5240.810059
	Iteration 35Q: 3 clusters Score -6914666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6914665.500000 Penalty: 5240.810059
	Iteration 36Q: 3 clusters Score -6914666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6914670.000000 Penalty: 5240.810059
	Iteration 37Q: 3 clusters Score -6914670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6914673.500000 Penalty: 5240.810059
	Iteration 38Q: 3 clusters Score -6914674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6914680.500000 Penalty: 5240.810059
	Iteration 39Q: 3 clusters Score -6914680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6914674.000000 Penalty: 5240.810059
	Iteration 40F: 3 clusters Score -6914674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6914669.000000 Penalty: 5240.810059
	Iteration 41Q: 3 clusters Score -6914669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6914672.000000 Penalty: 5240.810059
	Iteration 42Q: 3 clusters Score -6914672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6914671.500000 Penalty: 5240.810059
	Iteration 43Q: 3 clusters Score -6914672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6914671.500000 Penalty: 5240.810059
	Iteration 44F: 3 clusters Score -6914672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Entering Unmasked Estep 
Score: -4771758.000000 Penalty: 2527.106201
	Iteration 0F: 2 clusters Score -4771758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4753420.000000 Penalty: 5054.212402
	Iteration 0F: 3 clusters Score -4753420 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4759954.000000 Penalty: 5054.212402
	Iteration 1F: 3 clusters Score -4759954 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4760388.500000 Penalty: 5054.212402
	Iteration 2Q: 3 clusters Score -4760388 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4760778.500000 Penalty: 5054.212402
	Iteration 3Q: 3 clusters Score -4760778 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4761255.000000 Penalty: 5054.212402
	Iteration 4Q: 3 clusters Score -4761255 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4761782.000000 Penalty: 5054.212402
	Iteration 5Q: 3 clusters Score -4761782 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4762479.500000 Penalty: 5054.212402
	Iteration 6Q: 3 clusters Score -4762480 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4763283.500000 Penalty: 5054.212402
	Iteration 7F: 3 clusters Score -4763284 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -4764207.000000 Penalty: 5054.212402
	Iteration 8F: 3 clusters Score -4764207 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4765295.000000 Penalty: 5054.212402
	Iteration 9F: 3 clusters Score -4765295 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -4766412.500000 Penalty: 5054.212402
	Iteration 10F: 3 clusters Score -4766412 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -4767230.000000 Penalty: 5054.212402
	Iteration 11F: 3 clusters Score -4767230 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4767714.500000 Penalty: 5054.212402
	Iteration 12Q: 3 clusters Score -4767714 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4767995.000000 Penalty: 5054.212402
	Iteration 13Q: 3 clusters Score -4767995 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4768210.500000 Penalty: 5054.212402
	Iteration 14Q: 3 clusters Score -4768210 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -4768374.000000 Penalty: 5054.212402
	Iteration 15Q: 3 clusters Score -4768374 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4768469.000000 Penalty: 5054.212402
	Iteration 16Q: 3 clusters Score -4768469 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4768524.000000 Penalty: 5054.212402
	Iteration 17Q: 3 clusters Score -4768524 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4768573.000000 Penalty: 5054.212402
	Iteration 18Q: 3 clusters Score -4768573 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4768628.500000 Penalty: 5054.212402
	Iteration 19Q: 3 clusters Score -4768628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4768675.500000 Penalty: 5054.212402
	Iteration 20F: 3 clusters Score -4768676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4768724.000000 Penalty: 5054.212402
	Iteration 21Q: 3 clusters Score -4768724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4768763.500000 Penalty: 5054.212402
	Iteration 22Q: 3 clusters Score -4768764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4768779.500000 Penalty: 5054.212402
	Iteration 23Q: 3 clusters Score -4768780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4768801.500000 Penalty: 5054.212402
	Iteration 24Q: 3 clusters Score -4768802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4768815.500000 Penalty: 5054.212402
	Iteration 25Q: 3 clusters Score -4768816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4768818.000000 Penalty: 5054.212402
	Iteration 26Q: 3 clusters Score -4768818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4768832.000000 Penalty: 5054.212402
	Iteration 27Q: 3 clusters Score -4768832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4768833.000000 Penalty: 5054.212402
	Iteration 28Q: 3 clusters Score -4768833 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4768842.500000 Penalty: 5054.212402
	Iteration 29Q: 3 clusters Score -4768842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4768850.500000 Penalty: 5054.212402
	Iteration 30Q: 3 clusters Score -4768850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4768861.500000 Penalty: 5054.212402
	Iteration 31Q: 3 clusters Score -4768862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4768865.500000 Penalty: 5054.212402
	Iteration 32Q: 3 clusters Score -4768866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -4768864.000000 Penalty: 5054.212402
	Iteration 33Q: 3 clusters Score -4768864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4768869.000000 Penalty: 5054.212402
	Iteration 34Q: 3 clusters Score -4768869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4768878.500000 Penalty: 5054.212402
	Iteration 35Q: 3 clusters Score -4768878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4768878.500000 Penalty: 5054.212402
	Iteration 36Q: 3 clusters Score -4768878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4768885.500000 Penalty: 5054.212402
	Iteration 37Q: 3 clusters Score -4768886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4768883.000000 Penalty: 5054.212402
	Iteration 38Q: 3 clusters Score -4768883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4768890.500000 Penalty: 5054.212402
	Iteration 39Q: 3 clusters Score -4768890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4768899.000000 Penalty: 5054.212402
	Iteration 40F: 3 clusters Score -4768899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4768904.000000 Penalty: 5054.212402
	Iteration 41Q: 3 clusters Score -4768904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4768916.000000 Penalty: 5054.212402
	Iteration 42Q: 3 clusters Score -4768916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4768924.000000 Penalty: 5054.212402
	Iteration 43Q: 3 clusters Score -4768924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4768931.500000 Penalty: 5054.212402
	Iteration 44Q: 3 clusters Score -4768932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4768938.000000 Penalty: 5054.212402
	Iteration 45Q: 3 clusters Score -4768938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4768932.500000 Penalty: 5054.212402
	Iteration 46Q: 3 clusters Score -4768932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4768943.000000 Penalty: 5054.212402
	Iteration 47Q: 3 clusters Score -4768943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4768951.500000 Penalty: 5054.212402
	Iteration 48Q: 3 clusters Score -4768952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4768953.000000 Penalty: 5054.212402
	Iteration 49Q: 3 clusters Score -4768953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4768959.500000 Penalty: 5054.212402
	Iteration 50Q: 3 clusters Score -4768960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4768976.500000 Penalty: 5054.212402
	Iteration 51Q: 3 clusters Score -4768976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4768971.500000 Penalty: 5054.212402
	Iteration 52Q: 3 clusters Score -4768972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4768974.000000 Penalty: 5054.212402
	Iteration 53Q: 3 clusters Score -4768974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -4768981.500000 Penalty: 5054.212402
	Iteration 54Q: 3 clusters Score -4768982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4768983.500000 Penalty: 5054.212402
	Iteration 55Q: 3 clusters Score -4768984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4768979.000000 Penalty: 5054.212402
	Iteration 56Q: 3 clusters Score -4768979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4768986.500000 Penalty: 5054.212402
	Iteration 57Q: 3 clusters Score -4768986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4768986.500000 Penalty: 5054.212402
	Iteration 58Q: 3 clusters Score -4768986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4768987.000000 Penalty: 5054.212402
	Iteration 59Q: 3 clusters Score -4768987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4768995.000000 Penalty: 5054.212402
	Iteration 60F: 3 clusters Score -4768995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -4768996.500000 Penalty: 5054.212402
	Iteration 61Q: 3 clusters Score -4768996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4769009.000000 Penalty: 5054.212402
	Iteration 62Q: 3 clusters Score -4769009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4769006.500000 Penalty: 5054.212402
	Iteration 63Q: 3 clusters Score -4769006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4769017.000000 Penalty: 5054.212402
	Iteration 64Q: 3 clusters Score -4769017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4769016.500000 Penalty: 5054.212402
	Iteration 65Q: 3 clusters Score -4769016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4769025.500000 Penalty: 5054.212402
	Iteration 66Q: 3 clusters Score -4769026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4769031.500000 Penalty: 5054.212402
	Iteration 67Q: 3 clusters Score -4769032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4769041.500000 Penalty: 5054.212402
	Iteration 68Q: 3 clusters Score -4769042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4769038.500000 Penalty: 5054.212402
	Iteration 69Q: 3 clusters Score -4769038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4769047.000000 Penalty: 5054.212402
	Iteration 70Q: 3 clusters Score -4769047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4769041.500000 Penalty: 5054.212402
	Iteration 71Q: 3 clusters Score -4769042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4769052.000000 Penalty: 5054.212402
	Iteration 72Q: 3 clusters Score -4769052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4769049.000000 Penalty: 5054.212402
	Iteration 73Q: 3 clusters Score -4769049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4769058.500000 Penalty: 5054.212402
	Iteration 74Q: 3 clusters Score -4769058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4769067.000000 Penalty: 5054.212402
	Iteration 75Q: 3 clusters Score -4769067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4769070.500000 Penalty: 5054.212402
	Iteration 76Q: 3 clusters Score -4769070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4769071.000000 Penalty: 5054.212402
	Iteration 77Q: 3 clusters Score -4769071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4769078.500000 Penalty: 5054.212402
	Iteration 78Q: 3 clusters Score -4769078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4769085.000000 Penalty: 5054.212402
	Iteration 79Q: 3 clusters Score -4769085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4769087.500000 Penalty: 5054.212402
	Iteration 80F: 3 clusters Score -4769088 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4769100 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4769100 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4769099 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4769095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4769095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4769100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4769090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4769092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4769095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4769084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4769088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4769088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4769088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4769086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4769076.500000 Penalty: 5054.212402
	Iteration 95Q: 3 clusters Score -4769076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4769083.500000 Penalty: 5054.212402
	Iteration 96Q: 3 clusters Score -4769084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4769081.500000 Penalty: 5054.212402
	Iteration 97Q: 3 clusters Score -4769082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4769082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4769088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4769091.000000 Penalty: 5054.212402
	Iteration 100F: 3 clusters Score -4769091 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4769092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4769106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4769098.500000 Penalty: 5054.212402
	Iteration 103Q: 3 clusters Score -4769098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4769100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4769102.000000 Penalty: 5054.212402
	Iteration 105Q: 3 clusters Score -4769102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4769106 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4769124.000000 Penalty: 5054.212402
	Iteration 107Q: 3 clusters Score -4769124 nChanged 31
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Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4769129.000000 Penalty: 5054.212402
	Iteration 108Q: 3 clusters Score -4769129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4769136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -4769145.500000 Penalty: 5054.212402
	Iteration 110Q: 3 clusters Score -4769146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4769155.000000 Penalty: 5054.212402
	Iteration 111Q: 3 clusters Score -4769155 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4769162.000000 Penalty: 5054.212402
	Iteration 112Q: 3 clusters Score -4769162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4769156 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4769164.000000 Penalty: 5054.212402
	Iteration 114Q: 3 clusters Score -4769164 nChanged 26
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Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4769166 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4769172 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4769170 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -4769173.000000 Penalty: 5054.212402
	Iteration 118Q: 3 clusters Score -4769173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4769185.500000 Penalty: 5054.212402
	Iteration 119Q: 3 clusters Score -4769186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -4769192.500000 Penalty: 5054.212402
	Iteration 120F: 3 clusters Score -4769192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4769182.500000 Penalty: 5054.212402
	Iteration 121Q: 3 clusters Score -4769182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4769188.000000 Penalty: 5054.212402
	Iteration 122Q: 3 clusters Score -4769188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4769206.000000 Penalty: 5054.212402
	Iteration 123Q: 3 clusters Score -4769206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4769202.500000 Penalty: 5054.212402
	Iteration 124Q: 3 clusters Score -4769202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4769205.000000 Penalty: 5054.212402
	Iteration 125Q: 3 clusters Score -4769205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4769212.500000 Penalty: 5054.212402
	Iteration 126Q: 3 clusters Score -4769212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -4769218.000000 Penalty: 5054.212402
	Iteration 127Q: 3 clusters Score -4769218 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4769214.500000 Penalty: 5054.212402
	Iteration 128Q: 3 clusters Score -4769214 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4769221.500000 Penalty: 5054.212402
	Iteration 129Q: 3 clusters Score -4769222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4769220 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4769220 nChanged 20
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Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4769231.000000 Penalty: 5054.212402
	Iteration 132Q: 3 clusters Score -4769231 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4769226.500000 Penalty: 5054.212402
	Iteration 133Q: 3 clusters Score -4769226 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4769234.500000 Penalty: 5054.212402
	Iteration 134Q: 3 clusters Score -4769234 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4769247.500000 Penalty: 5054.212402
	Iteration 135Q: 3 clusters Score -4769248 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -4769256.000000 Penalty: 5054.212402
	Iteration 136Q: 3 clusters Score -4769256 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4769266.000000 Penalty: 5054.212402
	Iteration 137Q: 3 clusters Score -4769266 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4769268 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4769279.500000 Penalty: 5054.212402
	Iteration 139Q: 3 clusters Score -4769280 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4769293.000000 Penalty: 5054.212402
	Iteration 140F: 3 clusters Score -4769293 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4769296 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4769302.500000 Penalty: 5054.212402
	Iteration 142Q: 3 clusters Score -4769302 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4769294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4769314.000000 Penalty: 5054.212402
	Iteration 144Q: 3 clusters Score -4769314 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4769339.500000 Penalty: 5054.212402
	Iteration 145Q: 3 clusters Score -4769340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4769343.000000 Penalty: 5054.212402
	Iteration 146Q: 3 clusters Score -4769343 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4769351.000000 Penalty: 5054.212402
	Iteration 147Q: 3 clusters Score -4769351 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -4769368.000000 Penalty: 5054.212402
	Iteration 148Q: 3 clusters Score -4769368 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4769363.500000 Penalty: 5054.212402
	Iteration 149Q: 3 clusters Score -4769364 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4769368 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4769370 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4769384.500000 Penalty: 5054.212402
	Iteration 152Q: 3 clusters Score -4769384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4769382.500000 Penalty: 5054.212402
	Iteration 153Q: 3 clusters Score -4769382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4769397.000000 Penalty: 5054.212402
	Iteration 154Q: 3 clusters Score -4769397 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4769407.500000 Penalty: 5054.212402
	Iteration 155Q: 3 clusters Score -4769408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4769409.000000 Penalty: 5054.212402
	Iteration 156Q: 3 clusters Score -4769409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4769418.000000 Penalty: 5054.212402
	Iteration 157Q: 3 clusters Score -4769418 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -4769411.000000 Penalty: 5054.212402
	Iteration 158Q: 3 clusters Score -4769411 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4769411 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3914 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4769408 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4769408 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4769427.500000 Penalty: 5054.212402
	Iteration 162Q: 3 clusters Score -4769428 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4769444.500000 Penalty: 5054.212402
	Iteration 163Q: 3 clusters Score -4769444 nChanged 39
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Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4769439.500000 Penalty: 5054.212402
	Iteration 164Q: 3 clusters Score -4769440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4769436.000000 Penalty: 5054.212402
	Iteration 165Q: 3 clusters Score -4769436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4769447.500000 Penalty: 5054.212402
	Iteration 166Q: 3 clusters Score -4769448 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4769450.500000 Penalty: 5054.212402
	Iteration 167Q: 3 clusters Score -4769450 nChanged 11
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Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4769447 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4769449.000000 Penalty: 5054.212402
	Iteration 169Q: 3 clusters Score -4769449 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4769455.000000 Penalty: 5054.212402
	Iteration 170Q: 3 clusters Score -4769455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -4769453.500000 Penalty: 5054.212402
	Iteration 171Q: 3 clusters Score -4769454 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4769456.500000 Penalty: 5054.212402
	Iteration 172Q: 3 clusters Score -4769456 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4769470.000000 Penalty: 5054.212402
	Iteration 173Q: 3 clusters Score -4769470 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4769466.000000 Penalty: 5054.212402
	Iteration 174Q: 3 clusters Score -4769466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4769465.000000 Penalty: 5054.212402
	Iteration 175Q: 3 clusters Score -4769465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4769465.000000 Penalty: 5054.212402
	Iteration 176Q: 3 clusters Score -4769465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4769464.000000 Penalty: 5054.212402
	Iteration 177Q: 3 clusters Score -4769464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4769469.000000 Penalty: 5054.212402
	Iteration 178Q: 3 clusters Score -4769469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4769473.500000 Penalty: 5054.212402
	Iteration 179Q: 3 clusters Score -4769474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4769473.500000 Penalty: 5054.212402
	Iteration 180F: 3 clusters Score -4769474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Entering Unmasked Estep 
Score: -8715020.000000 Penalty: 2678.749756
	Iteration 0F: 2 clusters Score -8715020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8684310.000000 Penalty: 5357.499512
	Iteration 0F: 3 clusters Score -8684310 nChanged 22602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -8696614.000000 Penalty: 5357.499512
	Iteration 1F: 3 clusters Score -8696614 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -8697373.000000 Penalty: 5357.499512
	Iteration 2Q: 3 clusters Score -8697373 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -8697959.000000 Penalty: 5357.499512
	Iteration 3Q: 3 clusters Score -8697959 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -8698613.000000 Penalty: 5357.499512
	Iteration 4Q: 3 clusters Score -8698613 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -8699420.000000 Penalty: 5357.499512
	Iteration 5Q: 3 clusters Score -8699420 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -8700389.000000 Penalty: 5357.499512
	Iteration 6Q: 3 clusters Score -8700389 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -8701682.000000 Penalty: 5357.499512
	Iteration 7F: 3 clusters Score -8701682 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -8703381.000000 Penalty: 5357.499512
	Iteration 8F: 3 clusters Score -8703381 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -8705771.000000 Penalty: 5357.499512
	Iteration 9F: 3 clusters Score -8705771 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -8708631.000000 Penalty: 5357.499512
	Iteration 10F: 3 clusters Score -8708631 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -8711333.000000 Penalty: 5357.499512
	Iteration 11F: 3 clusters Score -8711333 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8712925.000000 Penalty: 5357.499512
	Iteration 12Q: 3 clusters Score -8712925 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -8713844.000000 Penalty: 5357.499512
	Iteration 13Q: 3 clusters Score -8713844 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -8714235.000000 Penalty: 5357.499512
	Iteration 14Q: 3 clusters Score -8714235 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -8714424.000000 Penalty: 5357.499512
	Iteration 15Q: 3 clusters Score -8714424 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -8714588.000000 Penalty: 5357.499512
	Iteration 16Q: 3 clusters Score -8714588 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -8714649.000000 Penalty: 5357.499512
	Iteration 17Q: 3 clusters Score -8714649 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -8714725.000000 Penalty: 5357.499512
	Iteration 18Q: 3 clusters Score -8714725 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -8714761.000000 Penalty: 5357.499512
	Iteration 19Q: 3 clusters Score -8714761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -8714768.000000 Penalty: 5357.499512
	Iteration 20F: 3 clusters Score -8714768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8714789.000000 Penalty: 5357.499512
	Iteration 21Q: 3 clusters Score -8714789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -8714820.000000 Penalty: 5357.499512
	Iteration 22Q: 3 clusters Score -8714820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -8714823.000000 Penalty: 5357.499512
	Iteration 23Q: 3 clusters Score -8714823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -8714836.000000 Penalty: 5357.499512
	Iteration 24Q: 3 clusters Score -8714836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -8714836.000000 Penalty: 5357.499512
	Iteration 25Q: 3 clusters Score -8714836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -8714833.000000 Penalty: 5357.499512
	Iteration 26Q: 3 clusters Score -8714833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -8714837.000000 Penalty: 5357.499512
	Iteration 27Q: 3 clusters Score -8714837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -8714833.000000 Penalty: 5357.499512
	Iteration 28Q: 3 clusters Score -8714833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8714847.000000 Penalty: 5357.499512
	Iteration 29Q: 3 clusters Score -8714847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8714847.000000 Penalty: 5357.499512
	Iteration 30F: 3 clusters Score -8714847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Entering Unmasked Estep 
Score: -10053829.000000 Penalty: 2711.897217
	Iteration 0F: 2 clusters Score -1.005383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -10022195.000000 Penalty: 5423.794434
	Iteration 0F: 3 clusters Score -1.00222e+07 nChanged 26069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -10036767.000000 Penalty: 5423.794434
	Iteration 1F: 3 clusters Score -1.003677e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -10037196.000000 Penalty: 5423.794434
	Iteration 2Q: 3 clusters Score -1.00372e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -10037669.000000 Penalty: 5423.794434
	Iteration 3Q: 3 clusters Score -1.003767e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -10038129.000000 Penalty: 5423.794434
	Iteration 4Q: 3 clusters Score -1.003813e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -10038674.000000 Penalty: 5423.794434
	Iteration 5Q: 3 clusters Score -1.003867e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -10039190.000000 Penalty: 5423.794434
	Iteration 6Q: 3 clusters Score -1.003919e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -10039818.000000 Penalty: 5423.794434
	Iteration 7Q: 3 clusters Score -1.003982e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -10040786.000000 Penalty: 5423.794434
	Iteration 8Q: 3 clusters Score -1.004079e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -10042248.000000 Penalty: 5423.794434
	Iteration 9F: 3 clusters Score -1.004225e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -10044083.000000 Penalty: 5423.794434
	Iteration 10F: 3 clusters Score -1.004408e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -10046184.000000 Penalty: 5423.794434
	Iteration 11F: 3 clusters Score -1.004618e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -10047862.000000 Penalty: 5423.794434
	Iteration 12F: 3 clusters Score -1.004786e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -10049073.000000 Penalty: 5423.794434
	Iteration 13F: 3 clusters Score -1.004907e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -10049782.000000 Penalty: 5423.794434
	Iteration 14Q: 3 clusters Score -1.004978e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -10050252.000000 Penalty: 5423.794434
	Iteration 15Q: 3 clusters Score -1.005025e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10050624.000000 Penalty: 5423.794434
	Iteration 16Q: 3 clusters Score -1.005062e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10050963.000000 Penalty: 5423.794434
	Iteration 17Q: 3 clusters Score -1.005096e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10051159.000000 Penalty: 5423.794434
	Iteration 18Q: 3 clusters Score -1.005116e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10051286.000000 Penalty: 5423.794434
	Iteration 19Q: 3 clusters Score -1.005129e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10051339.000000 Penalty: 5423.794434
	Iteration 20F: 3 clusters Score -1.005134e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10051429.000000 Penalty: 5423.794434
	Iteration 21Q: 3 clusters Score -1.005143e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10051463.000000 Penalty: 5423.794434
	Iteration 22Q: 3 clusters Score -1.005146e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10051482.000000 Penalty: 5423.794434
	Iteration 23Q: 3 clusters Score -1.005148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10051499.000000 Penalty: 5423.794434
	Iteration 24Q: 3 clusters Score -1.00515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10051520.000000 Penalty: 5423.794434
	Iteration 25Q: 3 clusters Score -1.005152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10051517.000000 Penalty: 5423.794434
	Iteration 26Q: 3 clusters Score -1.005152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10051525.000000 Penalty: 5423.794434
	Iteration 27Q: 3 clusters Score -1.005152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10051519.000000 Penalty: 5423.794434
	Iteration 28Q: 3 clusters Score -1.005152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10051526.000000 Penalty: 5423.794434
	Iteration 29Q: 3 clusters Score -1.005153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10051540.000000 Penalty: 5423.794434
	Iteration 30Q: 3 clusters Score -1.005154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10051545.000000 Penalty: 5423.794434
	Iteration 31Q: 3 clusters Score -1.005154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10051546.000000 Penalty: 5423.794434
	Iteration 32Q: 3 clusters Score -1.005155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10051553.000000 Penalty: 5423.794434
	Iteration 33Q: 3 clusters Score -1.005155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10051558.000000 Penalty: 5423.794434
	Iteration 34Q: 3 clusters Score -1.005156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10051560.000000 Penalty: 5423.794434
	Iteration 35Q: 3 clusters Score -1.005156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10051561.000000 Penalty: 5423.794434
	Iteration 36Q: 3 clusters Score -1.005156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10051552.000000 Penalty: 5423.794434
	Iteration 37Q: 3 clusters Score -1.005155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10051552.000000 Penalty: 5423.794434
	Iteration 38F: 3 clusters Score -1.005155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Entering Unmasked Estep 
Score: -4937402.000000 Penalty: 2540.270508
	Iteration 0F: 2 clusters Score -4937402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4917981.500000 Penalty: 5080.541016
	Iteration 0F: 3 clusters Score -4917982 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4925047.500000 Penalty: 5080.541016
	Iteration 1F: 3 clusters Score -4925048 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4925617.500000 Penalty: 5080.541016
	Iteration 2F: 3 clusters Score -4925618 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4926326.500000 Penalty: 5080.541016
	Iteration 3F: 3 clusters Score -4926326 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -4927129.500000 Penalty: 5080.541016
	Iteration 4F: 3 clusters Score -4927130 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -4928224.000000 Penalty: 5080.541016
	Iteration 5F: 3 clusters Score -4928224 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4929394.500000 Penalty: 5080.541016
	Iteration 6F: 3 clusters Score -4929394 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4930549.000000 Penalty: 5080.541016
	Iteration 7F: 3 clusters Score -4930549 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -4931655.500000 Penalty: 5080.541016
	Iteration 8F: 3 clusters Score -4931656 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4932579.500000 Penalty: 5080.541016
	Iteration 9Q: 3 clusters Score -4932580 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -4933472.500000 Penalty: 5080.541016
	Iteration 10Q: 3 clusters Score -4933472 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4934155.500000 Penalty: 5080.541016
	Iteration 11Q: 3 clusters Score -4934156 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -4934636.500000 Penalty: 5080.541016
	Iteration 12Q: 3 clusters Score -4934636 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4934938.500000 Penalty: 5080.541016
	Iteration 13Q: 3 clusters Score -4934938 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4935156.500000 Penalty: 5080.541016
	Iteration 14Q: 3 clusters Score -4935156 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4935240.000000 Penalty: 5080.541016
	Iteration 15Q: 3 clusters Score -4935240 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -4935292.000000 Penalty: 5080.541016
	Iteration 16Q: 3 clusters Score -4935292 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4935347.500000 Penalty: 5080.541016
	Iteration 17Q: 3 clusters Score -4935348 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -4935393.500000 Penalty: 5080.541016
	Iteration 18Q: 3 clusters Score -4935394 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4935417.000000 Penalty: 5080.541016
	Iteration 19Q: 3 clusters Score -4935417 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4935438.000000 Penalty: 5080.541016
	Iteration 20F: 3 clusters Score -4935438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -4935473.000000 Penalty: 5080.541016
	Iteration 21Q: 3 clusters Score -4935473 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4935473.500000 Penalty: 5080.541016
	Iteration 22Q: 3 clusters Score -4935474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4935490.000000 Penalty: 5080.541016
	Iteration 23Q: 3 clusters Score -4935490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4935496.000000 Penalty: 5080.541016
	Iteration 24Q: 3 clusters Score -4935496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4935495.500000 Penalty: 5080.541016
	Iteration 25Q: 3 clusters Score -4935496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4935516.000000 Penalty: 5080.541016
	Iteration 26Q: 3 clusters Score -4935516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -4935516.000000 Penalty: 5080.541016
	Iteration 27Q: 3 clusters Score -4935516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4935509.500000 Penalty: 5080.541016
	Iteration 28Q: 3 clusters Score -4935510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -4935507.500000 Penalty: 5080.541016
	Iteration 29Q: 3 clusters Score -4935508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4935506.000000 Penalty: 5080.541016
	Iteration 30Q: 3 clusters Score -4935506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -4935522.000000 Penalty: 5080.541016
	Iteration 31Q: 3 clusters Score -4935522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4935516.000000 Penalty: 5080.541016
	Iteration 32Q: 3 clusters Score -4935516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -4935518.000000 Penalty: 5080.541016
	Iteration 33Q: 3 clusters Score -4935518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -4935509.500000 Penalty: 5080.541016
	Iteration 34Q: 3 clusters Score -4935510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4935525.500000 Penalty: 5080.541016
	Iteration 35Q: 3 clusters Score -4935526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4935523.000000 Penalty: 5080.541016
	Iteration 36Q: 3 clusters Score -4935523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4935520.000000 Penalty: 5080.541016
	Iteration 37Q: 3 clusters Score -4935520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4935524.500000 Penalty: 5080.541016
	Iteration 38Q: 3 clusters Score -4935524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4935522.500000 Penalty: 5080.541016
	Iteration 39Q: 3 clusters Score -4935522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4935513.000000 Penalty: 5080.541016
	Iteration 40F: 3 clusters Score -4935513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -4935521.500000 Penalty: 5080.541016
	Iteration 41Q: 3 clusters Score -4935522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4935511.000000 Penalty: 5080.541016
	Iteration 42Q: 3 clusters Score -4935511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4935527.500000 Penalty: 5080.541016
	Iteration 43Q: 3 clusters Score -4935528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -4935535.500000 Penalty: 5080.541016
	Iteration 44Q: 3 clusters Score -4935536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4935535.000000 Penalty: 5080.541016
	Iteration 45Q: 3 clusters Score -4935535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -4935541.500000 Penalty: 5080.541016
	Iteration 46Q: 3 clusters Score -4935542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -4935537.000000 Penalty: 5080.541016
	Iteration 47Q: 3 clusters Score -4935537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -4935539.500000 Penalty: 5080.541016
	Iteration 48Q: 3 clusters Score -4935540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4935538.000000 Penalty: 5080.541016
	Iteration 49Q: 3 clusters Score -4935538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -4935533.500000 Penalty: 5080.541016
	Iteration 50Q: 3 clusters Score -4935534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4935531.500000 Penalty: 5080.541016
	Iteration 51Q: 3 clusters Score -4935532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -4935529.000000 Penalty: 5080.541016
	Iteration 52Q: 3 clusters Score -4935529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4935533.000000 Penalty: 5080.541016
	Iteration 53Q: 3 clusters Score -4935533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4935531.000000 Penalty: 5080.541016
	Iteration 54Q: 3 clusters Score -4935531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4935536.000000 Penalty: 5080.541016
	Iteration 55Q: 3 clusters Score -4935536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -4935534.500000 Penalty: 5080.541016
	Iteration 56Q: 3 clusters Score -4935534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4935525.000000 Penalty: 5080.541016
	Iteration 57Q: 3 clusters Score -4935525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -4935537.500000 Penalty: 5080.541016
	Iteration 58Q: 3 clusters Score -4935538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4935536.500000 Penalty: 5080.541016
	Iteration 59Q: 3 clusters Score -4935536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4935544.500000 Penalty: 5080.541016
	Iteration 60F: 3 clusters Score -4935544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4935533.000000 Penalty: 5080.541016
	Iteration 61Q: 3 clusters Score -4935533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4935534.000000 Penalty: 5080.541016
	Iteration 62Q: 3 clusters Score -4935534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4935533.500000 Penalty: 5080.541016
	Iteration 63Q: 3 clusters Score -4935534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4935533.500000 Penalty: 5080.541016
	Iteration 64Q: 3 clusters Score -4935534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4935532.000000 Penalty: 5080.541016
	Iteration 65Q: 3 clusters Score -4935532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4935531.500000 Penalty: 5080.541016
	Iteration 66Q: 3 clusters Score -4935532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4935532.000000 Penalty: 5080.541016
	Iteration 67Q: 3 clusters Score -4935532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4935539.000000 Penalty: 5080.541016
	Iteration 68Q: 3 clusters Score -4935539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4935539.000000 Penalty: 5080.541016
	Iteration 69Q: 3 clusters Score -4935539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4935542.500000 Penalty: 5080.541016
	Iteration 70Q: 3 clusters Score -4935542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -4935550.000000 Penalty: 5080.541016
	Iteration 71Q: 3 clusters Score -4935550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4935551.500000 Penalty: 5080.541016
	Iteration 72Q: 3 clusters Score -4935552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4935545.000000 Penalty: 5080.541016
	Iteration 73Q: 3 clusters Score -4935545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4935548.500000 Penalty: 5080.541016
	Iteration 74Q: 3 clusters Score -4935548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4935546.500000 Penalty: 5080.541016
	Iteration 75Q: 3 clusters Score -4935546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4935549.500000 Penalty: 5080.541016
	Iteration 76Q: 3 clusters Score -4935550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4935543.000000 Penalty: 5080.541016
	Iteration 77Q: 3 clusters Score -4935543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4935546.000000 Penalty: 5080.541016
	Iteration 78Q: 3 clusters Score -4935546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4935548.500000 Penalty: 5080.541016
	Iteration 79Q: 3 clusters Score -4935548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4935541.500000 Penalty: 5080.541016
	Iteration 80F: 3 clusters Score -4935542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4935541.500000 Penalty: 5080.541016
	Iteration 81Q: 3 clusters Score -4935542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4935543.000000 Penalty: 5080.541016
	Iteration 82Q: 3 clusters Score -4935543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4935547.000000 Penalty: 5080.541016
	Iteration 83Q: 3 clusters Score -4935547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4935547.000000 Penalty: 5080.541016
	Iteration 84F: 3 clusters Score -4935547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Entering Unmasked Estep 
Score: -4313185.500000 Penalty: 2509.522461
	Iteration 0F: 2 clusters Score -4313186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4295970.500000 Penalty: 5019.044922
	Iteration 0F: 3 clusters Score -4295970 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4302016.500000 Penalty: 5019.044922
	Iteration 1F: 3 clusters Score -4302016 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4302549.000000 Penalty: 5019.044922
	Iteration 2F: 3 clusters Score -4302549 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4303164.500000 Penalty: 5019.044922
	Iteration 3F: 3 clusters Score -4303164 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4304010.500000 Penalty: 5019.044922
	Iteration 4F: 3 clusters Score -4304010 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4305152.000000 Penalty: 5019.044922
	Iteration 5F: 3 clusters Score -4305152 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4306584.500000 Penalty: 5019.044922
	Iteration 6F: 3 clusters Score -4306584 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4308197.000000 Penalty: 5019.044922
	Iteration 7F: 3 clusters Score -4308197 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4309465.000000 Penalty: 5019.044922
	Iteration 8F: 3 clusters Score -4309465 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4310244.500000 Penalty: 5019.044922
	Iteration 9Q: 3 clusters Score -4310244 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4310674.000000 Penalty: 5019.044922
	Iteration 10Q: 3 clusters Score -4310674 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4310879.000000 Penalty: 5019.044922
	Iteration 11Q: 3 clusters Score -4310879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4310978.500000 Penalty: 5019.044922
	Iteration 12Q: 3 clusters Score -4310978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4311041.000000 Penalty: 5019.044922
	Iteration 13Q: 3 clusters Score -4311041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4311069.500000 Penalty: 5019.044922
	Iteration 14Q: 3 clusters Score -4311070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4311090.500000 Penalty: 5019.044922
	Iteration 15Q: 3 clusters Score -4311090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4311097.500000 Penalty: 5019.044922
	Iteration 16Q: 3 clusters Score -4311098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4311107.500000 Penalty: 5019.044922
	Iteration 17Q: 3 clusters Score -4311108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4311112.500000 Penalty: 5019.044922
	Iteration 18Q: 3 clusters Score -4311112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4311118.000000 Penalty: 5019.044922
	Iteration 19Q: 3 clusters Score -4311118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4311118.000000 Penalty: 5019.044922
	Iteration 20F: 3 clusters Score -4311118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -949736.500000 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -949736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -944953.125000 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -944953.1 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -946192.562500 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -946192.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -946505.937500 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -946505.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -946721.250000 Penalty: 4268.453613
	Iteration 3F: 3 clusters Score -946721.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -946890.000000 Penalty: 4268.453613
	Iteration 4Q: 3 clusters Score -946890 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -947056.000000 Penalty: 4268.453613
	Iteration 5Q: 3 clusters Score -947056 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -947213.000000 Penalty: 4268.453613
	Iteration 6Q: 3 clusters Score -947213 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -947368.500000 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -947368.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -947561.625000 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -947561.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -947787.625000 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -947787.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -948000.062500 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -948000.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -948186.937500 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -948186.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -948315.062500 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -948315.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -948420.812500 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -948420.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -948491.500000 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -948491.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -948537.437500 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -948537.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -948574.750000 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -948574.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -948596.937500 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -948596.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -948609.437500 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -948609.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -948620.375000 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -948620.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -948631.375000 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -948631.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -948635.750000 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -948635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -948640.750000 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -948640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -948643.062500 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -948643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -948647.250000 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -948647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -948649.937500 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -948649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -948650.187500 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -948650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -948649.062500 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -948649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -948650.812500 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -948650.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -948650.812500 Penalty: 4268.453613
	Iteration 29F: 3 clusters Score -948650.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Entering Unmasked Estep 
Score: -7505081.000000 Penalty: 2642.012207
	Iteration 0F: 2 clusters Score -7505081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -7476757.500000 Penalty: 5284.024414
	Iteration 0F: 3 clusters Score -7476758 nChanged 19390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -7487534.500000 Penalty: 5284.024414
	Iteration 1F: 3 clusters Score -7487534 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -7488107.500000 Penalty: 5284.024414
	Iteration 2Q: 3 clusters Score -7488108 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -7488513.000000 Penalty: 5284.024414
	Iteration 3Q: 3 clusters Score -7488513 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -7488884.500000 Penalty: 5284.024414
	Iteration 4Q: 3 clusters Score -7488884 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -7489205.000000 Penalty: 5284.024414
	Iteration 5Q: 3 clusters Score -7489205 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -7489560.500000 Penalty: 5284.024414
	Iteration 6Q: 3 clusters Score -7489560 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -7489912.000000 Penalty: 5284.024414
	Iteration 7Q: 3 clusters Score -7489912 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -7490381.000000 Penalty: 5284.024414
	Iteration 8Q: 3 clusters Score -7490381 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -7490960.500000 Penalty: 5284.024414
	Iteration 9Q: 3 clusters Score -7490960 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -7491849.500000 Penalty: 5284.024414
	Iteration 10Q: 3 clusters Score -7491850 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -7492915.500000 Penalty: 5284.024414
	Iteration 11Q: 3 clusters Score -7492916 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -7494194.500000 Penalty: 5284.024414
	Iteration 12F: 3 clusters Score -7494194 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -7495728.000000 Penalty: 5284.024414
	Iteration 13F: 3 clusters Score -7495728 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -7497245.000000 Penalty: 5284.024414
	Iteration 14Q: 3 clusters Score -7497245 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -7498556.000000 Penalty: 5284.024414
	Iteration 15Q: 3 clusters Score -7498556 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -7499621.000000 Penalty: 5284.024414
	Iteration 16Q: 3 clusters Score -7499621 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -7500528.500000 Penalty: 5284.024414
	Iteration 17Q: 3 clusters Score -7500528 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7501327.500000 Penalty: 5284.024414
	Iteration 18Q: 3 clusters Score -7501328 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7501977.500000 Penalty: 5284.024414
	Iteration 19Q: 3 clusters Score -7501978 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7502447.500000 Penalty: 5284.024414
	Iteration 20F: 3 clusters Score -7502448 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -7502788.000000 Penalty: 5284.024414
	Iteration 21Q: 3 clusters Score -7502788 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -7502995.500000 Penalty: 5284.024414
	Iteration 22Q: 3 clusters Score -7502996 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -7503142.500000 Penalty: 5284.024414
	Iteration 23Q: 3 clusters Score -7503142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -7503251.500000 Penalty: 5284.024414
	Iteration 24Q: 3 clusters Score -7503252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -7503327.500000 Penalty: 5284.024414
	Iteration 25Q: 3 clusters Score -7503328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -7503387.500000 Penalty: 5284.024414
	Iteration 26Q: 3 clusters Score -7503388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -7503418.500000 Penalty: 5284.024414
	Iteration 27Q: 3 clusters Score -7503418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -7503454.000000 Penalty: 5284.024414
	Iteration 28Q: 3 clusters Score -7503454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -7503463.000000 Penalty: 5284.024414
	Iteration 29Q: 3 clusters Score -7503463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7503478.000000 Penalty: 5284.024414
	Iteration 30Q: 3 clusters Score -7503478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -7503484.500000 Penalty: 5284.024414
	Iteration 31Q: 3 clusters Score -7503484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -7503492.500000 Penalty: 5284.024414
	Iteration 32Q: 3 clusters Score -7503492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7503500.000000 Penalty: 5284.024414
	Iteration 33Q: 3 clusters Score -7503500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7503502.000000 Penalty: 5284.024414
	Iteration 34Q: 3 clusters Score -7503502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -7503499.500000 Penalty: 5284.024414
	Iteration 35Q: 3 clusters Score -7503500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -7503504.000000 Penalty: 5284.024414
	Iteration 36F: 3 clusters Score -7503504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -7503505.500000 Penalty: 5284.024414
	Iteration 37Q: 3 clusters Score -7503506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -7503512.000000 Penalty: 5284.024414
	Iteration 38Q: 3 clusters Score -7503512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -7503508.500000 Penalty: 5284.024414
	Iteration 39Q: 3 clusters Score -7503508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -7503517.500000 Penalty: 5284.024414
	Iteration 40F: 3 clusters Score -7503518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -7503515.000000 Penalty: 5284.024414
	Iteration 41Q: 3 clusters Score -7503515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7503509.000000 Penalty: 5284.024414
	Iteration 42Q: 3 clusters Score -7503509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7503509.000000 Penalty: 5284.024414
	Iteration 43F: 3 clusters Score -7503509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Entering Unmasked Estep 
Score: -2925680.000000 Penalty: 2408.566895
	Iteration 0F: 2 clusters Score -2925680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2913799.000000 Penalty: 4817.133789
	Iteration 0F: 3 clusters Score -2913799 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2917671.750000 Penalty: 4817.133789
	Iteration 1F: 3 clusters Score -2917672 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2918076.500000 Penalty: 4817.133789
	Iteration 2F: 3 clusters Score -2918076 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2918394.250000 Penalty: 4817.133789
	Iteration 3Q: 3 clusters Score -2918394 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2918621.250000 Penalty: 4817.133789
	Iteration 4Q: 3 clusters Score -2918621 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2918821.000000 Penalty: 4817.133789
	Iteration 5Q: 3 clusters Score -2918821 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2919005.500000 Penalty: 4817.133789
	Iteration 6Q: 3 clusters Score -2919006 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2919161.000000 Penalty: 4817.133789
	Iteration 7Q: 3 clusters Score -2919161 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2919322.250000 Penalty: 4817.133789
	Iteration 8Q: 3 clusters Score -2919322 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2919469.250000 Penalty: 4817.133789
	Iteration 9Q: 3 clusters Score -2919469 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2919647.500000 Penalty: 4817.133789
	Iteration 10Q: 3 clusters Score -2919648 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2919843.750000 Penalty: 4817.133789
	Iteration 11Q: 3 clusters Score -2919844 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2920088.250000 Penalty: 4817.133789
	Iteration 12Q: 3 clusters Score -2920088 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2920332.750000 Penalty: 4817.133789
	Iteration 13Q: 3 clusters Score -2920333 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2920587.000000 Penalty: 4817.133789
	Iteration 14Q: 3 clusters Score -2920587 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2920816.750000 Penalty: 4817.133789
	Iteration 15Q: 3 clusters Score -2920817 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2921079.750000 Penalty: 4817.133789
	Iteration 16Q: 3 clusters Score -2921080 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2921389.500000 Penalty: 4817.133789
	Iteration 17Q: 3 clusters Score -2921390 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2921696.000000 Penalty: 4817.133789
	Iteration 18Q: 3 clusters Score -2921696 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2921971.500000 Penalty: 4817.133789
	Iteration 19Q: 3 clusters Score -2921972 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2922263.250000 Penalty: 4817.133789
	Iteration 20F: 3 clusters Score -2922263 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2922513.750000 Penalty: 4817.133789
	Iteration 21Q: 3 clusters Score -2922514 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2922766.500000 Penalty: 4817.133789
	Iteration 22Q: 3 clusters Score -2922766 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2923011.750000 Penalty: 4817.133789
	Iteration 23Q: 3 clusters Score -2923012 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2923239.500000 Penalty: 4817.133789
	Iteration 24Q: 3 clusters Score -2923240 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2923457.250000 Penalty: 4817.133789
	Iteration 25Q: 3 clusters Score -2923457 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2923605.750000 Penalty: 4817.133789
	Iteration 26Q: 3 clusters Score -2923606 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2923718.750000 Penalty: 4817.133789
	Iteration 27Q: 3 clusters Score -2923719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2923800.000000 Penalty: 4817.133789
	Iteration 28Q: 3 clusters Score -2923800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2923868.500000 Penalty: 4817.133789
	Iteration 29Q: 3 clusters Score -2923868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2923907.250000 Penalty: 4817.133789
	Iteration 30Q: 3 clusters Score -2923907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2923940.500000 Penalty: 4817.133789
	Iteration 31Q: 3 clusters Score -2923940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2923965.500000 Penalty: 4817.133789
	Iteration 32Q: 3 clusters Score -2923966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2923974.750000 Penalty: 4817.133789
	Iteration 33Q: 3 clusters Score -2923975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2923984.000000 Penalty: 4817.133789
	Iteration 34Q: 3 clusters Score -2923984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2923987.000000 Penalty: 4817.133789
	Iteration 35Q: 3 clusters Score -2923987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2923996.750000 Penalty: 4817.133789
	Iteration 36Q: 3 clusters Score -2923997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2923996.750000 Penalty: 4817.133789
	Iteration 37Q: 3 clusters Score -2923997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2923998.250000 Penalty: 4817.133789
	Iteration 38Q: 3 clusters Score -2923998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2924000.000000 Penalty: 4817.133789
	Iteration 39Q: 3 clusters Score -2924000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2924000.250000 Penalty: 4817.133789
	Iteration 40F: 3 clusters Score -2924000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2924004.750000 Penalty: 4817.133789
	Iteration 41Q: 3 clusters Score -2924005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2924007.000000 Penalty: 4817.133789
	Iteration 42Q: 3 clusters Score -2924007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2924015.750000 Penalty: 4817.133789
	Iteration 43Q: 3 clusters Score -2924016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2924028.000000 Penalty: 4817.133789
	Iteration 44Q: 3 clusters Score -2924028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2924040.500000 Penalty: 4817.133789
	Iteration 45Q: 3 clusters Score -2924040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2924052.750000 Penalty: 4817.133789
	Iteration 46Q: 3 clusters Score -2924053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2924065.250000 Penalty: 4817.133789
	Iteration 47Q: 3 clusters Score -2924065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2924071.250000 Penalty: 4817.133789
	Iteration 48Q: 3 clusters Score -2924071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2924074.750000 Penalty: 4817.133789
	Iteration 49Q: 3 clusters Score -2924075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2924074.250000 Penalty: 4817.133789
	Iteration 50Q: 3 clusters Score -2924074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2924075.750000 Penalty: 4817.133789
	Iteration 51Q: 3 clusters Score -2924076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2924082.000000 Penalty: 4817.133789
	Iteration 52Q: 3 clusters Score -2924082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2924081.250000 Penalty: 4817.133789
	Iteration 53Q: 3 clusters Score -2924081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2924083.750000 Penalty: 4817.133789
	Iteration 54Q: 3 clusters Score -2924084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2924083.250000 Penalty: 4817.133789
	Iteration 55Q: 3 clusters Score -2924083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2924084.250000 Penalty: 4817.133789
	Iteration 56F: 3 clusters Score -2924084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2924085.500000 Penalty: 4817.133789
	Iteration 57Q: 3 clusters Score -2924086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2924086.500000 Penalty: 4817.133789
	Iteration 58Q: 3 clusters Score -2924086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2924085.750000 Penalty: 4817.133789
	Iteration 59Q: 3 clusters Score -2924086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2924088.500000 Penalty: 4817.133789
	Iteration 60F: 3 clusters Score -2924088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2924089.500000 Penalty: 4817.133789
	Iteration 61Q: 3 clusters Score -2924090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2924092.500000 Penalty: 4817.133789
	Iteration 62Q: 3 clusters Score -2924092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2924097.000000 Penalty: 4817.133789
	Iteration 63Q: 3 clusters Score -2924097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2924097.750000 Penalty: 4817.133789
	Iteration 64Q: 3 clusters Score -2924098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2924102.000000 Penalty: 4817.133789
	Iteration 65Q: 3 clusters Score -2924102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2924102.000000 Penalty: 4817.133789
	Iteration 66F: 3 clusters Score -2924102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46106.859375 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46106.86 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46546.503906 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46546.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46938.664062 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -46938.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47103.136719 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -47103.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47196.261719 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -47196.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47278.441406 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -47278.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47342.890625 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -47342.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47367.265625 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -47367.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47380.714844 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -47380.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47388.246094 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -47388.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47400.496094 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -47400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47401.375000 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -47401.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47403.679688 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -47403.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47406.074219 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -47406.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47406.074219 Penalty: 3129.719482
	Iteration 14F: 3 clusters Score -47406.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -1215620.875000 Penalty: 2193.681396
	Iteration 0F: 2 clusters Score -1215621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1209923.875000 Penalty: 4387.362793
	Iteration 0F: 3 clusters Score -1209924 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1211760.500000 Penalty: 4387.362793
	Iteration 1F: 3 clusters Score -1211760 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1212308.250000 Penalty: 4387.362793
	Iteration 2F: 3 clusters Score -1212308 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1212618.375000 Penalty: 4387.362793
	Iteration 3F: 3 clusters Score -1212618 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1212822.125000 Penalty: 4387.362793
	Iteration 4F: 3 clusters Score -1212822 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1212963.625000 Penalty: 4387.362793
	Iteration 5Q: 3 clusters Score -1212964 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1213069.375000 Penalty: 4387.362793
	Iteration 6Q: 3 clusters Score -1213069 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1213146.250000 Penalty: 4387.362793
	Iteration 7Q: 3 clusters Score -1213146 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1213222.000000 Penalty: 4387.362793
	Iteration 8Q: 3 clusters Score -1213222 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1213287.000000 Penalty: 4387.362793
	Iteration 9Q: 3 clusters Score -1213287 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1213356.125000 Penalty: 4387.362793
	Iteration 10Q: 3 clusters Score -1213356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1213394.000000 Penalty: 4387.362793
	Iteration 11Q: 3 clusters Score -1213394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1213434.500000 Penalty: 4387.362793
	Iteration 12Q: 3 clusters Score -1213434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1213462.625000 Penalty: 4387.362793
	Iteration 13Q: 3 clusters Score -1213463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1213478.125000 Penalty: 4387.362793
	Iteration 14Q: 3 clusters Score -1213478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1213499.625000 Penalty: 4387.362793
	Iteration 15Q: 3 clusters Score -1213500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1213527.000000 Penalty: 4387.362793
	Iteration 16Q: 3 clusters Score -1213527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1213547.375000 Penalty: 4387.362793
	Iteration 17Q: 3 clusters Score -1213547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1213567.375000 Penalty: 4387.362793
	Iteration 18Q: 3 clusters Score -1213567 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1213581.875000 Penalty: 4387.362793
	Iteration 19Q: 3 clusters Score -1213582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1213593.250000 Penalty: 4387.362793
	Iteration 20F: 3 clusters Score -1213593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1213602.125000 Penalty: 4387.362793
	Iteration 21Q: 3 clusters Score -1213602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1213618.250000 Penalty: 4387.362793
	Iteration 22Q: 3 clusters Score -1213618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1213630.250000 Penalty: 4387.362793
	Iteration 23Q: 3 clusters Score -1213630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1213645.250000 Penalty: 4387.362793
	Iteration 24Q: 3 clusters Score -1213645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1213655.750000 Penalty: 4387.362793
	Iteration 25Q: 3 clusters Score -1213656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1213664.625000 Penalty: 4387.362793
	Iteration 26Q: 3 clusters Score -1213665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1213675.625000 Penalty: 4387.362793
	Iteration 27Q: 3 clusters Score -1213676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1213688.000000 Penalty: 4387.362793
	Iteration 28Q: 3 clusters Score -1213688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1213699.625000 Penalty: 4387.362793
	Iteration 29Q: 3 clusters Score -1213700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1213709.750000 Penalty: 4387.362793
	Iteration 30Q: 3 clusters Score -1213710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1213718.875000 Penalty: 4387.362793
	Iteration 31Q: 3 clusters Score -1213719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1213725.875000 Penalty: 4387.362793
	Iteration 32Q: 3 clusters Score -1213726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1213728.625000 Penalty: 4387.362793
	Iteration 33Q: 3 clusters Score -1213729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1213735.500000 Penalty: 4387.362793
	Iteration 34Q: 3 clusters Score -1213736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1213740.125000 Penalty: 4387.362793
	Iteration 35Q: 3 clusters Score -1213740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1213745.625000 Penalty: 4387.362793
	Iteration 36Q: 3 clusters Score -1213746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1213751.875000 Penalty: 4387.362793
	Iteration 37Q: 3 clusters Score -1213752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1213755.750000 Penalty: 4387.362793
	Iteration 38Q: 3 clusters Score -1213756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1213759.500000 Penalty: 4387.362793
	Iteration 39Q: 3 clusters Score -1213760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1213762.125000 Penalty: 4387.362793
	Iteration 40F: 3 clusters Score -1213762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1213766.750000 Penalty: 4387.362793
	Iteration 41Q: 3 clusters Score -1213767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1213770.500000 Penalty: 4387.362793
	Iteration 42Q: 3 clusters Score -1213770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1213775.375000 Penalty: 4387.362793
	Iteration 43Q: 3 clusters Score -1213775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1213777.125000 Penalty: 4387.362793
	Iteration 44Q: 3 clusters Score -1213777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1213780.250000 Penalty: 4387.362793
	Iteration 45Q: 3 clusters Score -1213780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1213783.250000 Penalty: 4387.362793
	Iteration 46Q: 3 clusters Score -1213783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1213784.500000 Penalty: 4387.362793
	Iteration 47Q: 3 clusters Score -1213784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1213785.500000 Penalty: 4387.362793
	Iteration 48Q: 3 clusters Score -1213786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1213798.625000 Penalty: 4387.362793
	Iteration 49Q: 3 clusters Score -1213799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1213799.625000 Penalty: 4387.362793
	Iteration 50Q: 3 clusters Score -1213800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1213804.625000 Penalty: 4387.362793
	Iteration 51Q: 3 clusters Score -1213805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1213810.375000 Penalty: 4387.362793
	Iteration 52Q: 3 clusters Score -1213810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1213811.875000 Penalty: 4387.362793
	Iteration 53Q: 3 clusters Score -1213812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1213815.875000 Penalty: 4387.362793
	Iteration 54Q: 3 clusters Score -1213816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1213820.375000 Penalty: 4387.362793
	Iteration 55Q: 3 clusters Score -1213820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1213825.625000 Penalty: 4387.362793
	Iteration 56Q: 3 clusters Score -1213826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1213835.500000 Penalty: 4387.362793
	Iteration 57Q: 3 clusters Score -1213836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1213842.000000 Penalty: 4387.362793
	Iteration 58Q: 3 clusters Score -1213842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1213845.000000 Penalty: 4387.362793
	Iteration 59Q: 3 clusters Score -1213845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1213850.250000 Penalty: 4387.362793
	Iteration 60F: 3 clusters Score -1213850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1213855.875000 Penalty: 4387.362793
	Iteration 61Q: 3 clusters Score -1213856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1213857.500000 Penalty: 4387.362793
	Iteration 62Q: 3 clusters Score -1213858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1213862.875000 Penalty: 4387.362793
	Iteration 63Q: 3 clusters Score -1213863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1213864.750000 Penalty: 4387.362793
	Iteration 64Q: 3 clusters Score -1213865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1213867.000000 Penalty: 4387.362793
	Iteration 65Q: 3 clusters Score -1213867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1213868.625000 Penalty: 4387.362793
	Iteration 66Q: 3 clusters Score -1213869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1213874.375000 Penalty: 4387.362793
	Iteration 67Q: 3 clusters Score -1213874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1213878.125000 Penalty: 4387.362793
	Iteration 68Q: 3 clusters Score -1213878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1213876.125000 Penalty: 4387.362793
	Iteration 69Q: 3 clusters Score -1213876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1213879.500000 Penalty: 4387.362793
	Iteration 70Q: 3 clusters Score -1213880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1213881.125000 Penalty: 4387.362793
	Iteration 71Q: 3 clusters Score -1213881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1213882.375000 Penalty: 4387.362793
	Iteration 72Q: 3 clusters Score -1213882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1213883.500000 Penalty: 4387.362793
	Iteration 73Q: 3 clusters Score -1213884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1213886.750000 Penalty: 4387.362793
	Iteration 74Q: 3 clusters Score -1213887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1213890.875000 Penalty: 4387.362793
	Iteration 75Q: 3 clusters Score -1213891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1213892.625000 Penalty: 4387.362793
	Iteration 76Q: 3 clusters Score -1213893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1213894.125000 Penalty: 4387.362793
	Iteration 77Q: 3 clusters Score -1213894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1213895.375000 Penalty: 4387.362793
	Iteration 78Q: 3 clusters Score -1213895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1213898.000000 Penalty: 4387.362793
	Iteration 79Q: 3 clusters Score -1213898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1213901.000000 Penalty: 4387.362793
	Iteration 80F: 3 clusters Score -1213901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1213903.875000 Penalty: 4387.362793
	Iteration 81Q: 3 clusters Score -1213904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1213907.500000 Penalty: 4387.362793
	Iteration 82Q: 3 clusters Score -1213908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1213911.250000 Penalty: 4387.362793
	Iteration 83Q: 3 clusters Score -1213911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1213911.875000 Penalty: 4387.362793
	Iteration 84Q: 3 clusters Score -1213912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1213914.875000 Penalty: 4387.362793
	Iteration 85Q: 3 clusters Score -1213915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1213911.375000 Penalty: 4387.362793
	Iteration 86Q: 3 clusters Score -1213911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1213912.750000 Penalty: 4387.362793
	Iteration 87Q: 3 clusters Score -1213913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1213915.000000 Penalty: 4387.362793
	Iteration 88Q: 3 clusters Score -1213915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1213916.125000 Penalty: 4387.362793
	Iteration 89Q: 3 clusters Score -1213916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1213914.625000 Penalty: 4387.362793
	Iteration 90Q: 3 clusters Score -1213915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1213920.125000 Penalty: 4387.362793
	Iteration 91Q: 3 clusters Score -1213920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1213925.750000 Penalty: 4387.362793
	Iteration 92Q: 3 clusters Score -1213926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1213929.875000 Penalty: 4387.362793
	Iteration 93Q: 3 clusters Score -1213930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1213935.250000 Penalty: 4387.362793
	Iteration 94Q: 3 clusters Score -1213935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1213938.500000 Penalty: 4387.362793
	Iteration 95Q: 3 clusters Score -1213938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1213941.000000 Penalty: 4387.362793
	Iteration 96Q: 3 clusters Score -1213941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1213942.750000 Penalty: 4387.362793
	Iteration 97Q: 3 clusters Score -1213943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1213943.500000 Penalty: 4387.362793
	Iteration 98Q: 3 clusters Score -1213944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1213943.750000 Penalty: 4387.362793
	Iteration 99Q: 3 clusters Score -1213944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1213945.750000 Penalty: 4387.362793
	Iteration 100F: 3 clusters Score -1213946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1213946.875000 Penalty: 4387.362793
	Iteration 101Q: 3 clusters Score -1213947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1213950.500000 Penalty: 4387.362793
	Iteration 102Q: 3 clusters Score -1213950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1213954.250000 Penalty: 4387.362793
	Iteration 103Q: 3 clusters Score -1213954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1213952.625000 Penalty: 4387.362793
	Iteration 104Q: 3 clusters Score -1213953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1213955.625000 Penalty: 4387.362793
	Iteration 105Q: 3 clusters Score -1213956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1213954.750000 Penalty: 4387.362793
	Iteration 106Q: 3 clusters Score -1213955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1213959.000000 Penalty: 4387.362793
	Iteration 107Q: 3 clusters Score -1213959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1213963.125000 Penalty: 4387.362793
	Iteration 108Q: 3 clusters Score -1213963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1213963.875000 Penalty: 4387.362793
	Iteration 109Q: 3 clusters Score -1213964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1213965.250000 Penalty: 4387.362793
	Iteration 110Q: 3 clusters Score -1213965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1213967.375000 Penalty: 4387.362793
	Iteration 111Q: 3 clusters Score -1213967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1213970.625000 Penalty: 4387.362793
	Iteration 112Q: 3 clusters Score -1213971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1213972.875000 Penalty: 4387.362793
	Iteration 113Q: 3 clusters Score -1213973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1213974.500000 Penalty: 4387.362793
	Iteration 114Q: 3 clusters Score -1213974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1213981.250000 Penalty: 4387.362793
	Iteration 115Q: 3 clusters Score -1213981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1213984.000000 Penalty: 4387.362793
	Iteration 116Q: 3 clusters Score -1213984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1213986.875000 Penalty: 4387.362793
	Iteration 117Q: 3 clusters Score -1213987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1213990.250000 Penalty: 4387.362793
	Iteration 118Q: 3 clusters Score -1213990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1213996.125000 Penalty: 4387.362793
	Iteration 119Q: 3 clusters Score -1213996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1214000.250000 Penalty: 4387.362793
	Iteration 120F: 3 clusters Score -1214000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1214012.375000 Penalty: 4387.362793
	Iteration 121Q: 3 clusters Score -1214012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1214021.875000 Penalty: 4387.362793
	Iteration 122Q: 3 clusters Score -1214022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1214032.750000 Penalty: 4387.362793
	Iteration 123Q: 3 clusters Score -1214033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1214044.250000 Penalty: 4387.362793
	Iteration 124Q: 3 clusters Score -1214044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1214051.375000 Penalty: 4387.362793
	Iteration 125Q: 3 clusters Score -1214051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1214066.000000 Penalty: 4387.362793
	Iteration 126Q: 3 clusters Score -1214066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1214085.250000 Penalty: 4387.362793
	Iteration 127Q: 3 clusters Score -1214085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1214106.875000 Penalty: 4387.362793
	Iteration 128Q: 3 clusters Score -1214107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1214131.750000 Penalty: 4387.362793
	Iteration 129Q: 3 clusters Score -1214132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1214159.875000 Penalty: 4387.362793
	Iteration 130Q: 3 clusters Score -1214160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1214187.250000 Penalty: 4387.362793
	Iteration 131Q: 3 clusters Score -1214187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1214215.000000 Penalty: 4387.362793
	Iteration 132Q: 3 clusters Score -1214215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1214255.125000 Penalty: 4387.362793
	Iteration 133Q: 3 clusters Score -1214255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1214285.250000 Penalty: 4387.362793
	Iteration 134Q: 3 clusters Score -1214285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1214311.375000 Penalty: 4387.362793
	Iteration 135Q: 3 clusters Score -1214311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1214337.750000 Penalty: 4387.362793
	Iteration 136Q: 3 clusters Score -1214338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1214359.375000 Penalty: 4387.362793
	Iteration 137Q: 3 clusters Score -1214359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1214375.625000 Penalty: 4387.362793
	Iteration 138Q: 3 clusters Score -1214376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1214389.500000 Penalty: 4387.362793
	Iteration 139Q: 3 clusters Score -1214390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1214411.625000 Penalty: 4387.362793
	Iteration 140F: 3 clusters Score -1214412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1214423.625000 Penalty: 4387.362793
	Iteration 141Q: 3 clusters Score -1214424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1214430.125000 Penalty: 4387.362793
	Iteration 142Q: 3 clusters Score -1214430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1214436.375000 Penalty: 4387.362793
	Iteration 143Q: 3 clusters Score -1214436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1214439.875000 Penalty: 4387.362793
	Iteration 144Q: 3 clusters Score -1214440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1214445.000000 Penalty: 4387.362793
	Iteration 145Q: 3 clusters Score -1214445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1214449.250000 Penalty: 4387.362793
	Iteration 146Q: 3 clusters Score -1214449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1214448.625000 Penalty: 4387.362793
	Iteration 147Q: 3 clusters Score -1214449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1214451.750000 Penalty: 4387.362793
	Iteration 148Q: 3 clusters Score -1214452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1214453.500000 Penalty: 4387.362793
	Iteration 149Q: 3 clusters Score -1214454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1214453.625000 Penalty: 4387.362793
	Iteration 150Q: 3 clusters Score -1214454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1214453.625000 Penalty: 4387.362793
	Iteration 151F: 3 clusters Score -1214454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Entering Unmasked Estep 
Score: -9235836.000000 Penalty: 2688.789307
	Iteration 0F: 2 clusters Score -9235836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -9205104.000000 Penalty: 5377.578613
	Iteration 0F: 3 clusters Score -9205104 nChanged 23686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -9218060.000000 Penalty: 5377.578613
	Iteration 1F: 3 clusters Score -9218060 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -9218491.000000 Penalty: 5377.578613
	Iteration 2Q: 3 clusters Score -9218491 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -9218911.000000 Penalty: 5377.578613
	Iteration 3Q: 3 clusters Score -9218911 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -9219254.000000 Penalty: 5377.578613
	Iteration 4Q: 3 clusters Score -9219254 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -9219720.000000 Penalty: 5377.578613
	Iteration 5Q: 3 clusters Score -9219720 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -9220341.000000 Penalty: 5377.578613
	Iteration 6Q: 3 clusters Score -9220341 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -9221256.000000 Penalty: 5377.578613
	Iteration 7Q: 3 clusters Score -9221256 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9222714.000000 Penalty: 5377.578613
	Iteration 8F: 3 clusters Score -9222714 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -9224738.000000 Penalty: 5377.578613
	Iteration 9F: 3 clusters Score -9224738 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -9227162.000000 Penalty: 5377.578613
	Iteration 10F: 3 clusters Score -9227162 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -9229399.000000 Penalty: 5377.578613
	Iteration 11F: 3 clusters Score -9229399 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -9231089.000000 Penalty: 5377.578613
	Iteration 12F: 3 clusters Score -9231089 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -9232118.000000 Penalty: 5377.578613
	Iteration 13Q: 3 clusters Score -9232118 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -9232678.000000 Penalty: 5377.578613
	Iteration 14Q: 3 clusters Score -9232678 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -9232973.000000 Penalty: 5377.578613
	Iteration 15Q: 3 clusters Score -9232973 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -9233178.000000 Penalty: 5377.578613
	Iteration 16Q: 3 clusters Score -9233178 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9233312.000000 Penalty: 5377.578613
	Iteration 17Q: 3 clusters Score -9233312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -9233386.000000 Penalty: 5377.578613
	Iteration 18Q: 3 clusters Score -9233386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9233446.000000 Penalty: 5377.578613
	Iteration 19Q: 3 clusters Score -9233446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -9233463.000000 Penalty: 5377.578613
	Iteration 20F: 3 clusters Score -9233463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -9233477.000000 Penalty: 5377.578613
	Iteration 21Q: 3 clusters Score -9233477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -9233498.000000 Penalty: 5377.578613
	Iteration 22Q: 3 clusters Score -9233498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -9233519.000000 Penalty: 5377.578613
	Iteration 23Q: 3 clusters Score -9233519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -9233524.000000 Penalty: 5377.578613
	Iteration 24Q: 3 clusters Score -9233524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -9233520.000000 Penalty: 5377.578613
	Iteration 25Q: 3 clusters Score -9233520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9233542.000000 Penalty: 5377.578613
	Iteration 26Q: 3 clusters Score -9233542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9233559.000000 Penalty: 5377.578613
	Iteration 27Q: 3 clusters Score -9233559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -9233566.000000 Penalty: 5377.578613
	Iteration 28Q: 3 clusters Score -9233566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -9233569.000000 Penalty: 5377.578613
	Iteration 29Q: 3 clusters Score -9233569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -9233575.000000 Penalty: 5377.578613
	Iteration 30Q: 3 clusters Score -9233575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -9233576.000000 Penalty: 5377.578613
	Iteration 31Q: 3 clusters Score -9233576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -9233585.000000 Penalty: 5377.578613
	Iteration 32Q: 3 clusters Score -9233585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -9233584.000000 Penalty: 5377.578613
	Iteration 33Q: 3 clusters Score -9233584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -9233588.000000 Penalty: 5377.578613
	Iteration 34Q: 3 clusters Score -9233588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -9233584.000000 Penalty: 5377.578613
	Iteration 35Q: 3 clusters Score -9233584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -9233584.000000 Penalty: 5377.578613
	Iteration 36F: 3 clusters Score -9233584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -138377.578125 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -138377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136641.046875 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -136641 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -137014.828125 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -137014.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137171.578125 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -137171.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -137268.031250 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -137268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137308.500000 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -137308.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137347.687500 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -137347.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137373.187500 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -137373.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137397.046875 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -137397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137409.625000 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -137409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137420.906250 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -137420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137431.156250 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -137431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137440.812500 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -137440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137449.203125 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -137449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137454.453125 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -137454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -137463.890625 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -137463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137477.265625 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -137477.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137486.046875 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -137486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137494.000000 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -137494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -137505.218750 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -137505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137520.468750 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -137520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -137527.796875 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -137527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137528.968750 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -137529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137528.968750 Penalty: 3327.209717
	Iteration 22F: 3 clusters Score -137529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Entering Unmasked Estep 
Score: -3035931.500000 Penalty: 2419.524658
	Iteration 0F: 2 clusters Score -3035932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3023655.750000 Penalty: 4839.049316
	Iteration 0F: 3 clusters Score -3023656 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3027960.500000 Penalty: 4839.049316
	Iteration 1F: 3 clusters Score -3027960 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3028530.250000 Penalty: 4839.049316
	Iteration 2F: 3 clusters Score -3028530 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3028980.000000 Penalty: 4839.049316
	Iteration 3F: 3 clusters Score -3028980 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3029372.500000 Penalty: 4839.049316
	Iteration 4Q: 3 clusters Score -3029372 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3029775.250000 Penalty: 4839.049316
	Iteration 5Q: 3 clusters Score -3029775 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3030202.750000 Penalty: 4839.049316
	Iteration 6Q: 3 clusters Score -3030203 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3030636.250000 Penalty: 4839.049316
	Iteration 7Q: 3 clusters Score -3030636 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3031114.000000 Penalty: 4839.049316
	Iteration 8Q: 3 clusters Score -3031114 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3031558.750000 Penalty: 4839.049316
	Iteration 9Q: 3 clusters Score -3031559 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3031958.250000 Penalty: 4839.049316
	Iteration 10Q: 3 clusters Score -3031958 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3032297.750000 Penalty: 4839.049316
	Iteration 11Q: 3 clusters Score -3032298 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3032554.250000 Penalty: 4839.049316
	Iteration 12Q: 3 clusters Score -3032554 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3032767.500000 Penalty: 4839.049316
	Iteration 13Q: 3 clusters Score -3032768 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3032927.500000 Penalty: 4839.049316
	Iteration 14Q: 3 clusters Score -3032928 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3033051.250000 Penalty: 4839.049316
	Iteration 15Q: 3 clusters Score -3033051 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3033165.000000 Penalty: 4839.049316
	Iteration 16Q: 3 clusters Score -3033165 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3033280.250000 Penalty: 4839.049316
	Iteration 17Q: 3 clusters Score -3033280 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3033399.250000 Penalty: 4839.049316
	Iteration 18Q: 3 clusters Score -3033399 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3033524.750000 Penalty: 4839.049316
	Iteration 19Q: 3 clusters Score -3033525 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3033648.250000 Penalty: 4839.049316
	Iteration 20F: 3 clusters Score -3033648 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3033766.000000 Penalty: 4839.049316
	Iteration 21Q: 3 clusters Score -3033766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3033867.750000 Penalty: 4839.049316
	Iteration 22Q: 3 clusters Score -3033868 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3033959.000000 Penalty: 4839.049316
	Iteration 23Q: 3 clusters Score -3033959 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3034037.250000 Penalty: 4839.049316
	Iteration 24Q: 3 clusters Score -3034037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3034094.000000 Penalty: 4839.049316
	Iteration 25Q: 3 clusters Score -3034094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3034124.750000 Penalty: 4839.049316
	Iteration 26Q: 3 clusters Score -3034125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3034142.000000 Penalty: 4839.049316
	Iteration 27Q: 3 clusters Score -3034142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3034166.000000 Penalty: 4839.049316
	Iteration 28Q: 3 clusters Score -3034166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3034189.500000 Penalty: 4839.049316
	Iteration 29Q: 3 clusters Score -3034190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3034213.000000 Penalty: 4839.049316
	Iteration 30Q: 3 clusters Score -3034213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3034241.250000 Penalty: 4839.049316
	Iteration 31Q: 3 clusters Score -3034241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3034259.000000 Penalty: 4839.049316
	Iteration 32Q: 3 clusters Score -3034259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3034275.750000 Penalty: 4839.049316
	Iteration 33Q: 3 clusters Score -3034276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3034293.750000 Penalty: 4839.049316
	Iteration 34Q: 3 clusters Score -3034294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3034294.500000 Penalty: 4839.049316
	Iteration 35Q: 3 clusters Score -3034294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3034300.000000 Penalty: 4839.049316
	Iteration 36Q: 3 clusters Score -3034300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3034297.500000 Penalty: 4839.049316
	Iteration 37Q: 3 clusters Score -3034298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3034298.250000 Penalty: 4839.049316
	Iteration 38Q: 3 clusters Score -3034298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3034301.750000 Penalty: 4839.049316
	Iteration 39Q: 3 clusters Score -3034302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3034301.750000 Penalty: 4839.049316
	Iteration 40F: 3 clusters Score -3034302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Entering Unmasked Estep 
Score: -7596846.500000 Penalty: 2643.763672
	Iteration 0F: 2 clusters Score -7596846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7568404.500000 Penalty: 5287.527344
	Iteration 0F: 3 clusters Score -7568404 nChanged 19526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -7579493.000000 Penalty: 5287.527344
	Iteration 1F: 3 clusters Score -7579493 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7580220.500000 Penalty: 5287.527344
	Iteration 2Q: 3 clusters Score -7580220 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -7580776.000000 Penalty: 5287.527344
	Iteration 3Q: 3 clusters Score -7580776 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -7581336.000000 Penalty: 5287.527344
	Iteration 4Q: 3 clusters Score -7581336 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -7581827.000000 Penalty: 5287.527344
	Iteration 5Q: 3 clusters Score -7581827 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -7582291.000000 Penalty: 5287.527344
	Iteration 6Q: 3 clusters Score -7582291 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -7582722.500000 Penalty: 5287.527344
	Iteration 7Q: 3 clusters Score -7582722 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -7583185.000000 Penalty: 5287.527344
	Iteration 8Q: 3 clusters Score -7583185 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -7583591.000000 Penalty: 5287.527344
	Iteration 9Q: 3 clusters Score -7583591 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -7584063.500000 Penalty: 5287.527344
	Iteration 10Q: 3 clusters Score -7584064 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -7584529.500000 Penalty: 5287.527344
	Iteration 11Q: 3 clusters Score -7584530 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -7584984.000000 Penalty: 5287.527344
	Iteration 12Q: 3 clusters Score -7584984 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -7585513.500000 Penalty: 5287.527344
	Iteration 13Q: 3 clusters Score -7585514 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -7585982.000000 Penalty: 5287.527344
	Iteration 14Q: 3 clusters Score -7585982 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7586478.000000 Penalty: 5287.527344
	Iteration 15Q: 3 clusters Score -7586478 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -7587030.000000 Penalty: 5287.527344
	Iteration 16Q: 3 clusters Score -7587030 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -7587689.500000 Penalty: 5287.527344
	Iteration 17Q: 3 clusters Score -7587690 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -7588353.500000 Penalty: 5287.527344
	Iteration 18Q: 3 clusters Score -7588354 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -7589110.500000 Penalty: 5287.527344
	Iteration 19Q: 3 clusters Score -7589110 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -7589897.500000 Penalty: 5287.527344
	Iteration 20F: 3 clusters Score -7589898 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -7590668.500000 Penalty: 5287.527344
	Iteration 21Q: 3 clusters Score -7590668 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -7591381.000000 Penalty: 5287.527344
	Iteration 22Q: 3 clusters Score -7591381 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -7592074.500000 Penalty: 5287.527344
	Iteration 23Q: 3 clusters Score -7592074 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -7592612.500000 Penalty: 5287.527344
	Iteration 24Q: 3 clusters Score -7592612 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7593055.000000 Penalty: 5287.527344
	Iteration 25Q: 3 clusters Score -7593055 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7593419.500000 Penalty: 5287.527344
	Iteration 26Q: 3 clusters Score -7593420 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -7593776.500000 Penalty: 5287.527344
	Iteration 27Q: 3 clusters Score -7593776 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7594069.000000 Penalty: 5287.527344
	Iteration 28Q: 3 clusters Score -7594069 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7594214.500000 Penalty: 5287.527344
	Iteration 29Q: 3 clusters Score -7594214 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7594311.000000 Penalty: 5287.527344
	Iteration 30Q: 3 clusters Score -7594311 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7594392.000000 Penalty: 5287.527344
	Iteration 31Q: 3 clusters Score -7594392 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7594463.000000 Penalty: 5287.527344
	Iteration 32Q: 3 clusters Score -7594463 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7594530.000000 Penalty: 5287.527344
	Iteration 33Q: 3 clusters Score -7594530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7594558.000000 Penalty: 5287.527344
	Iteration 34Q: 3 clusters Score -7594558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7594609.000000 Penalty: 5287.527344
	Iteration 35Q: 3 clusters Score -7594609 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7594625.000000 Penalty: 5287.527344
	Iteration 36Q: 3 clusters Score -7594625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7594668.500000 Penalty: 5287.527344
	Iteration 37Q: 3 clusters Score -7594668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7594695.500000 Penalty: 5287.527344
	Iteration 38Q: 3 clusters Score -7594696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7594707.500000 Penalty: 5287.527344
	Iteration 39Q: 3 clusters Score -7594708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7594731.500000 Penalty: 5287.527344
	Iteration 40F: 3 clusters Score -7594732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7594735.000000 Penalty: 5287.527344
	Iteration 41Q: 3 clusters Score -7594735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7594742.500000 Penalty: 5287.527344
	Iteration 42Q: 3 clusters Score -7594742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7594751.500000 Penalty: 5287.527344
	Iteration 43Q: 3 clusters Score -7594752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7594759.500000 Penalty: 5287.527344
	Iteration 44Q: 3 clusters Score -7594760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7594753.500000 Penalty: 5287.527344
	Iteration 45Q: 3 clusters Score -7594754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7594762.500000 Penalty: 5287.527344
	Iteration 46Q: 3 clusters Score -7594762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7594766.500000 Penalty: 5287.527344
	Iteration 47Q: 3 clusters Score -7594766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7594760.500000 Penalty: 5287.527344
	Iteration 48Q: 3 clusters Score -7594760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7594762.000000 Penalty: 5287.527344
	Iteration 49Q: 3 clusters Score -7594762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7594771.500000 Penalty: 5287.527344
	Iteration 50Q: 3 clusters Score -7594772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7594766.500000 Penalty: 5287.527344
	Iteration 51Q: 3 clusters Score -7594766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7594766.000000 Penalty: 5287.527344
	Iteration 52Q: 3 clusters Score -7594766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7594766.500000 Penalty: 5287.527344
	Iteration 53Q: 3 clusters Score -7594766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7594758.500000 Penalty: 5287.527344
	Iteration 54Q: 3 clusters Score -7594758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7594762.000000 Penalty: 5287.527344
	Iteration 55Q: 3 clusters Score -7594762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7594770.500000 Penalty: 5287.527344
	Iteration 56Q: 3 clusters Score -7594770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7594770.500000 Penalty: 5287.527344
	Iteration 57Q: 3 clusters Score -7594770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7594770.500000 Penalty: 5287.527344
	Iteration 58F: 3 clusters Score -7594770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Entering Unmasked Estep 
Score: -8955848.000000 Penalty: 2682.056885
	Iteration 0F: 2 clusters Score -8955848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -8925373.000000 Penalty: 5364.113770
	Iteration 0F: 3 clusters Score -8925373 nChanged 23043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -8938058.000000 Penalty: 5364.113770
	Iteration 1F: 3 clusters Score -8938058 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -8938559.000000 Penalty: 5364.113770
	Iteration 2Q: 3 clusters Score -8938559 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -8939102.000000 Penalty: 5364.113770
	Iteration 3Q: 3 clusters Score -8939102 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -8939712.000000 Penalty: 5364.113770
	Iteration 4Q: 3 clusters Score -8939712 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -8940694.000000 Penalty: 5364.113770
	Iteration 5Q: 3 clusters Score -8940694 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -8942127.000000 Penalty: 5364.113770
	Iteration 6F: 3 clusters Score -8942127 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -8944484.000000 Penalty: 5364.113770
	Iteration 7F: 3 clusters Score -8944484 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8947791.000000 Penalty: 5364.113770
	Iteration 8F: 3 clusters Score -8947791 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -8950698.000000 Penalty: 5364.113770
	Iteration 9F: 3 clusters Score -8950698 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -8952170.000000 Penalty: 5364.113770
	Iteration 10F: 3 clusters Score -8952170 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -8952883.000000 Penalty: 5364.113770
	Iteration 11Q: 3 clusters Score -8952883 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -8953171.000000 Penalty: 5364.113770
	Iteration 12Q: 3 clusters Score -8953171 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -8953335.000000 Penalty: 5364.113770
	Iteration 13Q: 3 clusters Score -8953335 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -8953428.000000 Penalty: 5364.113770
	Iteration 14Q: 3 clusters Score -8953428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -8953476.000000 Penalty: 5364.113770
	Iteration 15Q: 3 clusters Score -8953476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -8953510.000000 Penalty: 5364.113770
	Iteration 16Q: 3 clusters Score -8953510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -8953538.000000 Penalty: 5364.113770
	Iteration 17Q: 3 clusters Score -8953538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -8953571.000000 Penalty: 5364.113770
	Iteration 18Q: 3 clusters Score -8953571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -8953586.000000 Penalty: 5364.113770
	Iteration 19Q: 3 clusters Score -8953586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -8953590.000000 Penalty: 5364.113770
	Iteration 20F: 3 clusters Score -8953590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -8953599.000000 Penalty: 5364.113770
	Iteration 21Q: 3 clusters Score -8953599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -8953598.000000 Penalty: 5364.113770
	Iteration 22Q: 3 clusters Score -8953598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -8953601.000000 Penalty: 5364.113770
	Iteration 23Q: 3 clusters Score -8953601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -8953595.000000 Penalty: 5364.113770
	Iteration 24Q: 3 clusters Score -8953595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -8953595.000000 Penalty: 5364.113770
	Iteration 25F: 3 clusters Score -8953595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -787444.312500 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -787444.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -783333.875000 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -783333.9 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -784174.750000 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -784174.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -784372.875000 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -784372.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -784487.437500 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -784487.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -784560.562500 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -784560.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -784608.375000 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -784608.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -784639.312500 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -784639.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -784665.000000 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -784665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -784689.437500 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -784689.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -784714.250000 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -784714.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -784734.812500 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -784734.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -784748.187500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -784748.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -784763.250000 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -784763.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -784778.125000 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -784778.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -784794.375000 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -784794.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -784813.937500 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -784813.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -784834.812500 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -784834.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -784852.562500 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -784852.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -784868.812500 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -784868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -784881.375000 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -784881.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -784896.187500 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -784896.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -784909.687500 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -784909.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -784921.562500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -784921.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -784931.875000 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -784931.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -784947.562500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -784947.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -784960.750000 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -784960.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -784972.687500 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -784972.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -784985.062500 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -784985.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -784995.812500 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -784995.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -785003.937500 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -785003.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -785014.312500 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -785014.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -785022.312500 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -785022.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -785029.562500 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -785029.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -785037.812500 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -785037.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -785050.062500 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -785050.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -785057.125000 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -785057.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -785066.812500 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -785066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -785071.062500 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -785071.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -785073.062500 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -785073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -785080.062500 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -785080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -785087.812500 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -785087.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -785100.625000 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -785100.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -785113.437500 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -785113.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -785119.062500 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -785119.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -785128.562500 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -785128.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -785137.000000 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -785137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -785145.250000 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -785145.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -785153.812500 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -785153.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -785166.750000 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -785166.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -785181.125000 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -785181.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -785195.437500 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -785195.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -785210.250000 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -785210.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -785224.937500 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -785224.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -785235.625000 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -785235.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -785245.562500 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -785245.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -785254.500000 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -785254.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -785263.687500 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -785263.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -785272.125000 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -785272.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -785292.000000 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -785292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -785300.875000 Penalty: 4161.685547
	Iteration 59Q: 3 clusters Score -785300.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -785311.562500 Penalty: 4161.685547
	Iteration 60F: 3 clusters Score -785311.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -785321.562500 Penalty: 4161.685547
	Iteration 61Q: 3 clusters Score -785321.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -785337.562500 Penalty: 4161.685547
	Iteration 62Q: 3 clusters Score -785337.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -785351.937500 Penalty: 4161.685547
	Iteration 63Q: 3 clusters Score -785351.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -785360.500000 Penalty: 4161.685547
	Iteration 64Q: 3 clusters Score -785360.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -785363.187500 Penalty: 4161.685547
	Iteration 65Q: 3 clusters Score -785363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -785366.937500 Penalty: 4161.685547
	Iteration 66Q: 3 clusters Score -785366.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -785374.000000 Penalty: 4161.685547
	Iteration 67Q: 3 clusters Score -785374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -785384.250000 Penalty: 4161.685547
	Iteration 68Q: 3 clusters Score -785384.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -785391.937500 Penalty: 4161.685547
	Iteration 69Q: 3 clusters Score -785391.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -785400.000000 Penalty: 4161.685547
	Iteration 70Q: 3 clusters Score -785400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -785407.187500 Penalty: 4161.685547
	Iteration 71Q: 3 clusters Score -785407.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -785411.625000 Penalty: 4161.685547
	Iteration 72Q: 3 clusters Score -785411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -785416.375000 Penalty: 4161.685547
	Iteration 73Q: 3 clusters Score -785416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -785421.000000 Penalty: 4161.685547
	Iteration 74Q: 3 clusters Score -785421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -785421.062500 Penalty: 4161.685547
	Iteration 75Q: 3 clusters Score -785421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -785421.937500 Penalty: 4161.685547
	Iteration 76Q: 3 clusters Score -785421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -785423.625000 Penalty: 4161.685547
	Iteration 77Q: 3 clusters Score -785423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -785425.812500 Penalty: 4161.685547
	Iteration 78Q: 3 clusters Score -785425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -785429.375000 Penalty: 4161.685547
	Iteration 79Q: 3 clusters Score -785429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -785429.812500 Penalty: 4161.685547
	Iteration 80F: 3 clusters Score -785429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -785433.125000 Penalty: 4161.685547
	Iteration 81Q: 3 clusters Score -785433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -785435.562500 Penalty: 4161.685547
	Iteration 82Q: 3 clusters Score -785435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -785436.750000 Penalty: 4161.685547
	Iteration 83Q: 3 clusters Score -785436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -785437.750000 Penalty: 4161.685547
	Iteration 84Q: 3 clusters Score -785437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -785438.937500 Penalty: 4161.685547
	Iteration 85Q: 3 clusters Score -785438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -785440.812500 Penalty: 4161.685547
	Iteration 86Q: 3 clusters Score -785440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -785443.562500 Penalty: 4161.685547
	Iteration 87Q: 3 clusters Score -785443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -785443.687500 Penalty: 4161.685547
	Iteration 88Q: 3 clusters Score -785443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -785445.687500 Penalty: 4161.685547
	Iteration 89Q: 3 clusters Score -785445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -785446.062500 Penalty: 4161.685547
	Iteration 90Q: 3 clusters Score -785446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -785447.250000 Penalty: 4161.685547
	Iteration 91Q: 3 clusters Score -785447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -785448.875000 Penalty: 4161.685547
	Iteration 92Q: 3 clusters Score -785448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -785452.687500 Penalty: 4161.685547
	Iteration 93Q: 3 clusters Score -785452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -785452.000000 Penalty: 4161.685547
	Iteration 94Q: 3 clusters Score -785452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -785453.187500 Penalty: 4161.685547
	Iteration 95Q: 3 clusters Score -785453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -785453.875000 Penalty: 4161.685547
	Iteration 96Q: 3 clusters Score -785453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -785454.187500 Penalty: 4161.685547
	Iteration 97Q: 3 clusters Score -785454.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -785454.187500 Penalty: 4161.685547
	Iteration 98F: 3 clusters Score -785454.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Entering Unmasked Estep 
Score: -8671422.000000 Penalty: 2673.542480
	Iteration 0F: 2 clusters Score -8671422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -8640487.000000 Penalty: 5347.084961
	Iteration 0F: 3 clusters Score -8640487 nChanged 22210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -8652739.000000 Penalty: 5347.084961
	Iteration 1F: 3 clusters Score -8652739 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8653352.000000 Penalty: 5347.084961
	Iteration 2Q: 3 clusters Score -8653352 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8653932.000000 Penalty: 5347.084961
	Iteration 3Q: 3 clusters Score -8653932 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8654405.000000 Penalty: 5347.084961
	Iteration 4Q: 3 clusters Score -8654405 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -8655042.000000 Penalty: 5347.084961
	Iteration 5Q: 3 clusters Score -8655042 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -8655863.000000 Penalty: 5347.084961
	Iteration 6Q: 3 clusters Score -8655863 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -8657030.000000 Penalty: 5347.084961
	Iteration 7F: 3 clusters Score -8657030 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -8658529.000000 Penalty: 5347.084961
	Iteration 8F: 3 clusters Score -8658529 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -8660357.000000 Penalty: 5347.084961
	Iteration 9F: 3 clusters Score -8660357 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -8662559.000000 Penalty: 5347.084961
	Iteration 10F: 3 clusters Score -8662559 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -8664710.000000 Penalty: 5347.084961
	Iteration 11F: 3 clusters Score -8664710 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -8666312.000000 Penalty: 5347.084961
	Iteration 12Q: 3 clusters Score -8666312 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8667344.000000 Penalty: 5347.084961
	Iteration 13Q: 3 clusters Score -8667344 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8667975.000000 Penalty: 5347.084961
	Iteration 14Q: 3 clusters Score -8667975 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8668384.000000 Penalty: 5347.084961
	Iteration 15Q: 3 clusters Score -8668384 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8668616.000000 Penalty: 5347.084961
	Iteration 16Q: 3 clusters Score -8668616 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8668781.000000 Penalty: 5347.084961
	Iteration 17Q: 3 clusters Score -8668781 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8668947.000000 Penalty: 5347.084961
	Iteration 18Q: 3 clusters Score -8668947 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8669062.000000 Penalty: 5347.084961
	Iteration 19Q: 3 clusters Score -8669062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8669119.000000 Penalty: 5347.084961
	Iteration 20F: 3 clusters Score -8669119 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8669163.000000 Penalty: 5347.084961
	Iteration 21Q: 3 clusters Score -8669163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8669197.000000 Penalty: 5347.084961
	Iteration 22Q: 3 clusters Score -8669197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8669223.000000 Penalty: 5347.084961
	Iteration 23Q: 3 clusters Score -8669223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8669251.000000 Penalty: 5347.084961
	Iteration 24Q: 3 clusters Score -8669251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8669271.000000 Penalty: 5347.084961
	Iteration 25Q: 3 clusters Score -8669271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8669297.000000 Penalty: 5347.084961
	Iteration 26Q: 3 clusters Score -8669297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8669311.000000 Penalty: 5347.084961
	Iteration 27Q: 3 clusters Score -8669311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8669322.000000 Penalty: 5347.084961
	Iteration 28Q: 3 clusters Score -8669322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8669327.000000 Penalty: 5347.084961
	Iteration 29Q: 3 clusters Score -8669327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8669338.000000 Penalty: 5347.084961
	Iteration 30Q: 3 clusters Score -8669338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8669337.000000 Penalty: 5347.084961
	Iteration 31Q: 3 clusters Score -8669337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8669340.000000 Penalty: 5347.084961
	Iteration 32Q: 3 clusters Score -8669340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8669332.000000 Penalty: 5347.084961
	Iteration 33Q: 3 clusters Score -8669332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8669346.000000 Penalty: 5347.084961
	Iteration 34Q: 3 clusters Score -8669346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8669346.000000 Penalty: 5347.084961
	Iteration 35Q: 3 clusters Score -8669346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8669355.000000 Penalty: 5347.084961
	Iteration 36Q: 3 clusters Score -8669355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8669351.000000 Penalty: 5347.084961
	Iteration 37Q: 3 clusters Score -8669351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8669358.000000 Penalty: 5347.084961
	Iteration 38Q: 3 clusters Score -8669358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8669362.000000 Penalty: 5347.084961
	Iteration 39Q: 3 clusters Score -8669362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8669364.000000 Penalty: 5347.084961
	Iteration 40F: 3 clusters Score -8669364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8669367.000000 Penalty: 5347.084961
	Iteration 41Q: 3 clusters Score -8669367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8669368.000000 Penalty: 5347.084961
	Iteration 42Q: 3 clusters Score -8669368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8669368.000000 Penalty: 5347.084961
	Iteration 43F: 3 clusters Score -8669368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Entering Unmasked Estep 
Score: -9623753.000000 Penalty: 2699.099854
	Iteration 0F: 2 clusters Score -9623753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -9592912.000000 Penalty: 5398.199707
	Iteration 0F: 3 clusters Score -9592912 nChanged 24718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -9606799.000000 Penalty: 5398.199707
	Iteration 1F: 3 clusters Score -9606799 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -9607445.000000 Penalty: 5398.199707
	Iteration 2Q: 3 clusters Score -9607445 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -9608068.000000 Penalty: 5398.199707
	Iteration 3Q: 3 clusters Score -9608068 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9608682.000000 Penalty: 5398.199707
	Iteration 4Q: 3 clusters Score -9608682 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -9609390.000000 Penalty: 5398.199707
	Iteration 5Q: 3 clusters Score -9609390 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -9610331.000000 Penalty: 5398.199707
	Iteration 6Q: 3 clusters Score -9610331 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -9611585.000000 Penalty: 5398.199707
	Iteration 7Q: 3 clusters Score -9611585 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -9613227.000000 Penalty: 5398.199707
	Iteration 8F: 3 clusters Score -9613227 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -9615082.000000 Penalty: 5398.199707
	Iteration 9F: 3 clusters Score -9615082 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -9617016.000000 Penalty: 5398.199707
	Iteration 10F: 3 clusters Score -9617016 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -9618594.000000 Penalty: 5398.199707
	Iteration 11Q: 3 clusters Score -9618594 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -9619706.000000 Penalty: 5398.199707
	Iteration 12Q: 3 clusters Score -9619706 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -9620422.000000 Penalty: 5398.199707
	Iteration 13Q: 3 clusters Score -9620422 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -9620832.000000 Penalty: 5398.199707
	Iteration 14Q: 3 clusters Score -9620832 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -9621039.000000 Penalty: 5398.199707
	Iteration 15Q: 3 clusters Score -9621039 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9621070.000000 Penalty: 5398.199707
	Iteration 16Q: 3 clusters Score -9621070 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9621152.000000 Penalty: 5398.199707
	Iteration 17Q: 3 clusters Score -9621152 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9621261.000000 Penalty: 5398.199707
	Iteration 18Q: 3 clusters Score -9621261 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9621275.000000 Penalty: 5398.199707
	Iteration 19Q: 3 clusters Score -9621275 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9621347.000000 Penalty: 5398.199707
	Iteration 20F: 3 clusters Score -9621347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9621419.000000 Penalty: 5398.199707
	Iteration 21Q: 3 clusters Score -9621419 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9621443.000000 Penalty: 5398.199707
	Iteration 22Q: 3 clusters Score -9621443 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9621474.000000 Penalty: 5398.199707
	Iteration 23Q: 3 clusters Score -9621474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9621520.000000 Penalty: 5398.199707
	Iteration 24Q: 3 clusters Score -9621520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9621550.000000 Penalty: 5398.199707
	Iteration 25Q: 3 clusters Score -9621550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9621563.000000 Penalty: 5398.199707
	Iteration 26Q: 3 clusters Score -9621563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9621558.000000 Penalty: 5398.199707
	Iteration 27Q: 3 clusters Score -9621558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9621569.000000 Penalty: 5398.199707
	Iteration 28Q: 3 clusters Score -9621569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9621574.000000 Penalty: 5398.199707
	Iteration 29Q: 3 clusters Score -9621574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9621579.000000 Penalty: 5398.199707
	Iteration 30Q: 3 clusters Score -9621579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9621577.000000 Penalty: 5398.199707
	Iteration 31Q: 3 clusters Score -9621577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9621576.000000 Penalty: 5398.199707
	Iteration 32Q: 3 clusters Score -9621576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9621578.000000 Penalty: 5398.199707
	Iteration 33Q: 3 clusters Score -9621578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9621580.000000 Penalty: 5398.199707
	Iteration 34Q: 3 clusters Score -9621580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9621575.000000 Penalty: 5398.199707
	Iteration 35Q: 3 clusters Score -9621575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9621586.000000 Penalty: 5398.199707
	Iteration 36Q: 3 clusters Score -9621586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9621584.000000 Penalty: 5398.199707
	Iteration 37Q: 3 clusters Score -9621584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9621584.000000 Penalty: 5398.199707
	Iteration 38Q: 3 clusters Score -9621584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9621585.000000 Penalty: 5398.199707
	Iteration 39Q: 3 clusters Score -9621585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9621580.000000 Penalty: 5398.199707
	Iteration 40F: 3 clusters Score -9621580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Entering Unmasked Estep 
Score: -8083154.500000 Penalty: 2655.233643
	Iteration 0F: 2 clusters Score -8083154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -8054190.500000 Penalty: 5310.467285
	Iteration 0F: 3 clusters Score -8054190 nChanged 20769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -8065692.000000 Penalty: 5310.467285
	Iteration 1F: 3 clusters Score -8065692 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8066338.500000 Penalty: 5310.467285
	Iteration 2Q: 3 clusters Score -8066338 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -8066978.000000 Penalty: 5310.467285
	Iteration 3Q: 3 clusters Score -8066978 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -8067693.000000 Penalty: 5310.467285
	Iteration 4Q: 3 clusters Score -8067693 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -8068544.000000 Penalty: 5310.467285
	Iteration 5Q: 3 clusters Score -8068544 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -8069558.500000 Penalty: 5310.467285
	Iteration 6Q: 3 clusters Score -8069558 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -8070676.500000 Penalty: 5310.467285
	Iteration 7F: 3 clusters Score -8070676 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -8072124.500000 Penalty: 5310.467285
	Iteration 8F: 3 clusters Score -8072124 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -8073732.000000 Penalty: 5310.467285
	Iteration 9F: 3 clusters Score -8073732 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -8075283.500000 Penalty: 5310.467285
	Iteration 10F: 3 clusters Score -8075284 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -8076543.000000 Penalty: 5310.467285
	Iteration 11Q: 3 clusters Score -8076543 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -8077406.500000 Penalty: 5310.467285
	Iteration 12Q: 3 clusters Score -8077406 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -8077875.500000 Penalty: 5310.467285
	Iteration 13Q: 3 clusters Score -8077876 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -8078175.500000 Penalty: 5310.467285
	Iteration 14Q: 3 clusters Score -8078176 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -8078460.500000 Penalty: 5310.467285
	Iteration 15Q: 3 clusters Score -8078460 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8078710.500000 Penalty: 5310.467285
	Iteration 16Q: 3 clusters Score -8078710 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -8078908.000000 Penalty: 5310.467285
	Iteration 17Q: 3 clusters Score -8078908 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8079083.000000 Penalty: 5310.467285
	Iteration 18Q: 3 clusters Score -8079083 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -8079323.500000 Penalty: 5310.467285
	Iteration 19Q: 3 clusters Score -8079324 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -8079554.000000 Penalty: 5310.467285
	Iteration 20F: 3 clusters Score -8079554 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -8079831.000000 Penalty: 5310.467285
	Iteration 21Q: 3 clusters Score -8079831 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -8080068.000000 Penalty: 5310.467285
	Iteration 22Q: 3 clusters Score -8080068 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -8080239.000000 Penalty: 5310.467285
	Iteration 23Q: 3 clusters Score -8080239 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -8080405.500000 Penalty: 5310.467285
	Iteration 24Q: 3 clusters Score -8080406 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8080571.500000 Penalty: 5310.467285
	Iteration 25Q: 3 clusters Score -8080572 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -8080655.500000 Penalty: 5310.467285
	Iteration 26Q: 3 clusters Score -8080656 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -8080736.500000 Penalty: 5310.467285
	Iteration 27Q: 3 clusters Score -8080736 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8080794.000000 Penalty: 5310.467285
	Iteration 28Q: 3 clusters Score -8080794 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8080830.500000 Penalty: 5310.467285
	Iteration 29Q: 3 clusters Score -8080830 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8080861.000000 Penalty: 5310.467285
	Iteration 30Q: 3 clusters Score -8080861 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8080904.500000 Penalty: 5310.467285
	Iteration 31Q: 3 clusters Score -8080904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8080948.000000 Penalty: 5310.467285
	Iteration 32Q: 3 clusters Score -8080948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8080967.000000 Penalty: 5310.467285
	Iteration 33Q: 3 clusters Score -8080967 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8080984.500000 Penalty: 5310.467285
	Iteration 34Q: 3 clusters Score -8080984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -8080977.500000 Penalty: 5310.467285
	Iteration 35Q: 3 clusters Score -8080978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8080995.000000 Penalty: 5310.467285
	Iteration 36Q: 3 clusters Score -8080995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8080998.500000 Penalty: 5310.467285
	Iteration 37Q: 3 clusters Score -8080998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8081017.000000 Penalty: 5310.467285
	Iteration 38Q: 3 clusters Score -8081017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8081030.500000 Penalty: 5310.467285
	Iteration 39Q: 3 clusters Score -8081030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8081031.500000 Penalty: 5310.467285
	Iteration 40F: 3 clusters Score -8081032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8081030.500000 Penalty: 5310.467285
	Iteration 41Q: 3 clusters Score -8081030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8081030.500000 Penalty: 5310.467285
	Iteration 42Q: 3 clusters Score -8081030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -8081038.000000 Penalty: 5310.467285
	Iteration 43Q: 3 clusters Score -8081038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -8081057.000000 Penalty: 5310.467285
	Iteration 44Q: 3 clusters Score -8081057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8081048.000000 Penalty: 5310.467285
	Iteration 45Q: 3 clusters Score -8081048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8081050.500000 Penalty: 5310.467285
	Iteration 46Q: 3 clusters Score -8081050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8081062.000000 Penalty: 5310.467285
	Iteration 47Q: 3 clusters Score -8081062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8081058.000000 Penalty: 5310.467285
	Iteration 48Q: 3 clusters Score -8081058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8081064.000000 Penalty: 5310.467285
	Iteration 49Q: 3 clusters Score -8081064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8081057.500000 Penalty: 5310.467285
	Iteration 50Q: 3 clusters Score -8081058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8081057.500000 Penalty: 5310.467285
	Iteration 51F: 3 clusters Score -8081058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -262665.812500 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -262665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -260315.609375 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -260315.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -260802.640625 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -260802.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -260987.156250 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -260987.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261130.906250 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -261130.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -261234.765625 Penalty: 3674.631348
	Iteration 4Q: 3 clusters Score -261234.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -261321.281250 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -261321.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261372.890625 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -261372.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -261407.859375 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -261407.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -261433.406250 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -261433.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -261459.234375 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -261459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261479.890625 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -261479.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -261497.500000 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -261497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -261513.828125 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -261513.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261534.984375 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -261535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -261573.484375 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -261573.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261622.375000 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -261622.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -261689.578125 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -261689.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -261755.109375 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -261755.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -261889.734375 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -261889.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -262112.000000 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -262112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -262252.343750 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -262252.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -262358.625000 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -262358.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -262485.750000 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -262485.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -262594.750000 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -262594.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -262650.906250 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -262650.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -262679.843750 Penalty: 3674.631348
	Iteration 25Q: 3 clusters Score -262679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -262701.093750 Penalty: 3674.631348
	Iteration 26Q: 3 clusters Score -262701.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -262718.906250 Penalty: 3674.631348
	Iteration 27Q: 3 clusters Score -262718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -262735.156250 Penalty: 3674.631348
	Iteration 28Q: 3 clusters Score -262735.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -262765.593750 Penalty: 3674.631348
	Iteration 29Q: 3 clusters Score -262765.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -262788.906250 Penalty: 3674.631348
	Iteration 30Q: 3 clusters Score -262788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -262811.843750 Penalty: 3674.631348
	Iteration 31Q: 3 clusters Score -262811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -262831.343750 Penalty: 3674.631348
	Iteration 32Q: 3 clusters Score -262831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -262840.593750 Penalty: 3674.631348
	Iteration 33Q: 3 clusters Score -262840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -262843.562500 Penalty: 3674.631348
	Iteration 34Q: 3 clusters Score -262843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -262843.562500 Penalty: 3674.631348
	Iteration 35F: 3 clusters Score -262843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 38799 members 
Mstep: Class 3 contains 26634 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 56110 members 
Mstep: Class 6 contains 28086 members 
Mstep: Class 7 contains 24811 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 42331 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 42631 members 
Mstep: Class 17 contains 49749 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 48070 members 
Mstep: Class 20 contains 53288 members 
Mstep: Class 21 contains 44649 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 44677 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 14793 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48670 members 
Mstep: Class 29 contains 51215 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49251 members 
Mstep: Class 32 contains 43528 members 
Mstep: Class 33 contains 53088 members 
Mstep: Class 34 contains 44155 members 
Mstep: Class 35 contains 49729 members 
Mstep: Class 36 contains 48531 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 1256 members 
Entering Unmasked Estep 
Score: -196399856.000000 Penalty: 131281.953125
Splitting cluster 22 changes total score from -196400960.000000 to -196399856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (44677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Entering Unmasked Estep 
Score: -8068424.000000 Penalty: 2655.389160
	Iteration 0F: 2 clusters Score -8068424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8039498.000000 Penalty: 5310.778320
	Iteration 0F: 3 clusters Score -8039498 nChanged 20493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8050634.500000 Penalty: 5310.778320
	Iteration 1F: 3 clusters Score -8050634 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8051131.000000 Penalty: 5310.778320
	Iteration 2Q: 3 clusters Score -8051131 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8051537.000000 Penalty: 5310.778320
	Iteration 3Q: 3 clusters Score -8051537 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -8052021.000000 Penalty: 5310.778320
	Iteration 4Q: 3 clusters Score -8052021 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -8052614.000000 Penalty: 5310.778320
	Iteration 5Q: 3 clusters Score -8052614 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -8053324.000000 Penalty: 5310.778320
	Iteration 6Q: 3 clusters Score -8053324 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -8054316.500000 Penalty: 5310.778320
	Iteration 7Q: 3 clusters Score -8054316 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -8055861.500000 Penalty: 5310.778320
	Iteration 8F: 3 clusters Score -8055862 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -8058073.000000 Penalty: 5310.778320
	Iteration 9F: 3 clusters Score -8058073 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -8060743.000000 Penalty: 5310.778320
	Iteration 10F: 3 clusters Score -8060743 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -8063140.500000 Penalty: 5310.778320
	Iteration 11F: 3 clusters Score -8063140 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8064755.500000 Penalty: 5310.778320
	Iteration 12Q: 3 clusters Score -8064756 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8065517.000000 Penalty: 5310.778320
	Iteration 13Q: 3 clusters Score -8065517 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8065812.000000 Penalty: 5310.778320
	Iteration 14Q: 3 clusters Score -8065812 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8065962.500000 Penalty: 5310.778320
	Iteration 15Q: 3 clusters Score -8065962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -8066059.000000 Penalty: 5310.778320
	Iteration 16Q: 3 clusters Score -8066059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8066088.500000 Penalty: 5310.778320
	Iteration 17Q: 3 clusters Score -8066088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -8066117.000000 Penalty: 5310.778320
	Iteration 18Q: 3 clusters Score -8066117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8066129.000000 Penalty: 5310.778320
	Iteration 19Q: 3 clusters Score -8066129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8066145.000000 Penalty: 5310.778320
	Iteration 20F: 3 clusters Score -8066145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8066149.500000 Penalty: 5310.778320
	Iteration 21Q: 3 clusters Score -8066150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8066161.500000 Penalty: 5310.778320
	Iteration 22Q: 3 clusters Score -8066162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8066165.000000 Penalty: 5310.778320
	Iteration 23Q: 3 clusters Score -8066165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8066170.000000 Penalty: 5310.778320
	Iteration 24Q: 3 clusters Score -8066170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8066173.000000 Penalty: 5310.778320
	Iteration 25Q: 3 clusters Score -8066173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8066173.000000 Penalty: 5310.778320
	Iteration 26F: 3 clusters Score -8066173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -1966275.375000 Penalty: 2310.559082
	Iteration 0F: 2 clusters Score -1966275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1957939.875000 Penalty: 4621.118164
	Iteration 0F: 3 clusters Score -1957940 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1960448.000000 Penalty: 4621.118164
	Iteration 1F: 3 clusters Score -1960448 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1960788.125000 Penalty: 4621.118164
	Iteration 2F: 3 clusters Score -1960788 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1961046.250000 Penalty: 4621.118164
	Iteration 3F: 3 clusters Score -1961046 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1961275.625000 Penalty: 4621.118164
	Iteration 4Q: 3 clusters Score -1961276 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1961530.500000 Penalty: 4621.118164
	Iteration 5Q: 3 clusters Score -1961530 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1961796.125000 Penalty: 4621.118164
	Iteration 6Q: 3 clusters Score -1961796 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1962101.500000 Penalty: 4621.118164
	Iteration 7Q: 3 clusters Score -1962102 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1962473.125000 Penalty: 4621.118164
	Iteration 8Q: 3 clusters Score -1962473 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1962904.000000 Penalty: 4621.118164
	Iteration 9F: 3 clusters Score -1962904 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1963337.000000 Penalty: 4621.118164
	Iteration 10Q: 3 clusters Score -1963337 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1963727.875000 Penalty: 4621.118164
	Iteration 11Q: 3 clusters Score -1963728 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1964031.000000 Penalty: 4621.118164
	Iteration 12Q: 3 clusters Score -1964031 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1964188.750000 Penalty: 4621.118164
	Iteration 13Q: 3 clusters Score -1964189 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1964280.125000 Penalty: 4621.118164
	Iteration 14Q: 3 clusters Score -1964280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1964354.000000 Penalty: 4621.118164
	Iteration 15Q: 3 clusters Score -1964354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1964393.625000 Penalty: 4621.118164
	Iteration 16Q: 3 clusters Score -1964394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1964419.875000 Penalty: 4621.118164
	Iteration 17Q: 3 clusters Score -1964420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1964442.125000 Penalty: 4621.118164
	Iteration 18Q: 3 clusters Score -1964442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1964451.250000 Penalty: 4621.118164
	Iteration 19Q: 3 clusters Score -1964451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1964461.875000 Penalty: 4621.118164
	Iteration 20F: 3 clusters Score -1964462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1964466.625000 Penalty: 4621.118164
	Iteration 21Q: 3 clusters Score -1964467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1964471.250000 Penalty: 4621.118164
	Iteration 22Q: 3 clusters Score -1964471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1964476.000000 Penalty: 4621.118164
	Iteration 23Q: 3 clusters Score -1964476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1964478.750000 Penalty: 4621.118164
	Iteration 24Q: 3 clusters Score -1964479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1964479.500000 Penalty: 4621.118164
	Iteration 25Q: 3 clusters Score -1964480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1964485.000000 Penalty: 4621.118164
	Iteration 26Q: 3 clusters Score -1964485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1964490.125000 Penalty: 4621.118164
	Iteration 27Q: 3 clusters Score -1964490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1964493.000000 Penalty: 4621.118164
	Iteration 28Q: 3 clusters Score -1964493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1964493.125000 Penalty: 4621.118164
	Iteration 29Q: 3 clusters Score -1964493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1964495.750000 Penalty: 4621.118164
	Iteration 30Q: 3 clusters Score -1964496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1964496.750000 Penalty: 4621.118164
	Iteration 31Q: 3 clusters Score -1964497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1964499.125000 Penalty: 4621.118164
	Iteration 32Q: 3 clusters Score -1964499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1964502.250000 Penalty: 4621.118164
	Iteration 33Q: 3 clusters Score -1964502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1964506.125000 Penalty: 4621.118164
	Iteration 34Q: 3 clusters Score -1964506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1964509.000000 Penalty: 4621.118164
	Iteration 35Q: 3 clusters Score -1964509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1964512.625000 Penalty: 4621.118164
	Iteration 36Q: 3 clusters Score -1964513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1964516.250000 Penalty: 4621.118164
	Iteration 37Q: 3 clusters Score -1964516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1964516.875000 Penalty: 4621.118164
	Iteration 38Q: 3 clusters Score -1964517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1964516.875000 Penalty: 4621.118164
	Iteration 39F: 3 clusters Score -1964517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -412538.531250 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -412538.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -409643.218750 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -409643.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -410205.218750 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -410205.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -410424.593750 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -410424.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -410616.437500 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -410616.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -410832.250000 Penalty: 3876.342773
	Iteration 4F: 3 clusters Score -410832.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -411047.281250 Penalty: 3876.342773
	Iteration 5F: 3 clusters Score -411047.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -411281.343750 Penalty: 3876.342773
	Iteration 6F: 3 clusters Score -411281.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -411467.281250 Penalty: 3876.342773
	Iteration 7F: 3 clusters Score -411467.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -411578.625000 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -411578.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -411634.875000 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -411634.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -411682.781250 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -411682.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -411709.125000 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -411709.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -411729.687500 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -411729.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -411739.406250 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -411739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -411745.812500 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -411745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -411763.812500 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -411763.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -411782.562500 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -411782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -411795.843750 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -411795.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -411810.218750 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -411810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -411815.718750 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -411815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -411823.031250 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -411823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -411830.562500 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -411830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -411832.906250 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -411832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -411833.625000 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -411833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -411833.625000 Penalty: 3876.342773
	Iteration 24F: 3 clusters Score -411833.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Entering Unmasked Estep 
Score: -2506350.750000 Penalty: 2381.273682
	Iteration 0F: 2 clusters Score -2506351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2495575.000000 Penalty: 4762.547363
	Iteration 0F: 3 clusters Score -2495575 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2499232.750000 Penalty: 4762.547363
	Iteration 1F: 3 clusters Score -2499233 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2499859.750000 Penalty: 4762.547363
	Iteration 2F: 3 clusters Score -2499860 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2500484.500000 Penalty: 4762.547363
	Iteration 3F: 3 clusters Score -2500484 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2501054.000000 Penalty: 4762.547363
	Iteration 4F: 3 clusters Score -2501054 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2501567.250000 Penalty: 4762.547363
	Iteration 5F: 3 clusters Score -2501567 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2501987.000000 Penalty: 4762.547363
	Iteration 6F: 3 clusters Score -2501987 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2502329.250000 Penalty: 4762.547363
	Iteration 7Q: 3 clusters Score -2502329 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2502639.500000 Penalty: 4762.547363
	Iteration 8Q: 3 clusters Score -2502640 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2502961.250000 Penalty: 4762.547363
	Iteration 9Q: 3 clusters Score -2502961 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2503237.750000 Penalty: 4762.547363
	Iteration 10Q: 3 clusters Score -2503238 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2503494.500000 Penalty: 4762.547363
	Iteration 11Q: 3 clusters Score -2503494 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2503777.750000 Penalty: 4762.547363
	Iteration 12Q: 3 clusters Score -2503778 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2504030.500000 Penalty: 4762.547363
	Iteration 13Q: 3 clusters Score -2504030 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2504294.750000 Penalty: 4762.547363
	Iteration 14Q: 3 clusters Score -2504295 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2504552.750000 Penalty: 4762.547363
	Iteration 15Q: 3 clusters Score -2504553 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2504794.000000 Penalty: 4762.547363
	Iteration 16Q: 3 clusters Score -2504794 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2504991.000000 Penalty: 4762.547363
	Iteration 17Q: 3 clusters Score -2504991 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2505169.250000 Penalty: 4762.547363
	Iteration 18Q: 3 clusters Score -2505169 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2505280.750000 Penalty: 4762.547363
	Iteration 19Q: 3 clusters Score -2505281 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2505378.500000 Penalty: 4762.547363
	Iteration 20F: 3 clusters Score -2505378 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2505442.000000 Penalty: 4762.547363
	Iteration 21Q: 3 clusters Score -2505442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2505482.000000 Penalty: 4762.547363
	Iteration 22Q: 3 clusters Score -2505482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2505517.750000 Penalty: 4762.547363
	Iteration 23Q: 3 clusters Score -2505518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2505558.500000 Penalty: 4762.547363
	Iteration 24Q: 3 clusters Score -2505558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2505593.250000 Penalty: 4762.547363
	Iteration 25Q: 3 clusters Score -2505593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2505616.500000 Penalty: 4762.547363
	Iteration 26Q: 3 clusters Score -2505616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2505659.250000 Penalty: 4762.547363
	Iteration 27Q: 3 clusters Score -2505659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2505704.250000 Penalty: 4762.547363
	Iteration 28Q: 3 clusters Score -2505704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2505768.250000 Penalty: 4762.547363
	Iteration 29Q: 3 clusters Score -2505768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2505799.500000 Penalty: 4762.547363
	Iteration 30Q: 3 clusters Score -2505800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2505830.500000 Penalty: 4762.547363
	Iteration 31Q: 3 clusters Score -2505830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2505862.500000 Penalty: 4762.547363
	Iteration 32Q: 3 clusters Score -2505862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2505893.750000 Penalty: 4762.547363
	Iteration 33Q: 3 clusters Score -2505894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2505922.250000 Penalty: 4762.547363
	Iteration 34Q: 3 clusters Score -2505922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2505949.000000 Penalty: 4762.547363
	Iteration 35Q: 3 clusters Score -2505949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2505961.250000 Penalty: 4762.547363
	Iteration 36Q: 3 clusters Score -2505961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2505969.250000 Penalty: 4762.547363
	Iteration 37Q: 3 clusters Score -2505969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2505969.000000 Penalty: 4762.547363
	Iteration 38Q: 3 clusters Score -2505969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2505974.000000 Penalty: 4762.547363
	Iteration 39Q: 3 clusters Score -2505974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2505978.000000 Penalty: 4762.547363
	Iteration 40F: 3 clusters Score -2505978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2505978.250000 Penalty: 4762.547363
	Iteration 41Q: 3 clusters Score -2505978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2505980.500000 Penalty: 4762.547363
	Iteration 42Q: 3 clusters Score -2505980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2505979.750000 Penalty: 4762.547363
	Iteration 43Q: 3 clusters Score -2505980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2505979.750000 Penalty: 4762.547363
	Iteration 44Q: 3 clusters Score -2505980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2505981.000000 Penalty: 4762.547363
	Iteration 45Q: 3 clusters Score -2505981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2505980.750000 Penalty: 4762.547363
	Iteration 46Q: 3 clusters Score -2505981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2505979.000000 Penalty: 4762.547363
	Iteration 47Q: 3 clusters Score -2505979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2505979.000000 Penalty: 4762.547363
	Iteration 48F: 3 clusters Score -2505979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 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 512 members 
Entering Unmasked Estep 
Score: -117252.914062 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117252.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117882.578125 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117882.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118220.179688 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118220.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118344.054688 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118344.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118439.515625 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -118439.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118624.609375 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -118624.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118792.507812 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118792.5 nChanged 33
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: -118889.656250 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -118889.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118931.640625 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -118931.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118946.375000 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -118946.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118950.828125 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -118950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118955.289062 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -118955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118963.062500 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -118963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118979.859375 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -118979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -119003.078125 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -119021.046875 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -119029.484375 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119035.984375 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -119038.757812 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -119038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119044.593750 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -119044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119050.960938 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -119053.671875 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -119053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -119062.710938 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -119062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119070.851562 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -119070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -119088.507812 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -119088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -119097.039062 Penalty: 3419.756348
	Iteration 25Q: 3 clusters Score -119097 nChanged 2
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: -119099.648438 Penalty: 3419.756348
	Iteration 26Q: 3 clusters Score -119099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -119100.000000 Penalty: 3419.756348
	Iteration 27Q: 3 clusters Score -119100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -119100.554688 Penalty: 3419.756348
	Iteration 28Q: 3 clusters Score -119100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -119100.554688 Penalty: 3419.756348
	Iteration 29F: 3 clusters Score -119100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 38799 members 
Mstep: Class 3 contains 26634 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 56110 members 
Mstep: Class 6 contains 28086 members 
Mstep: Class 7 contains 24811 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 42331 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 42631 members 
Mstep: Class 17 contains 49749 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 48070 members 
Mstep: Class 20 contains 53288 members 
Mstep: Class 21 contains 44649 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44677 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 14793 members 
Mstep: Class 27 contains 384 members 
Mstep: Class 28 contains 48670 members 
Mstep: Class 29 contains 51215 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49251 members 
Mstep: Class 32 contains 43528 members 
Mstep: Class 33 contains 53088 members 
Mstep: Class 34 contains 44155 members 
Mstep: Class 35 contains 49729 members 
Mstep: Class 36 contains 48531 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 603 members 
Entering Unmasked Estep 
Score: -196399600.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196400960.000000 to -196399600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Entering Unmasked Estep 
Score: -8669334.000000 Penalty: 2676.618896
	Iteration 0F: 2 clusters Score -8669334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8638524.000000 Penalty: 5353.237793
	Iteration 0F: 3 clusters Score -8638524 nChanged 22573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8651247.000000 Penalty: 5353.237793
	Iteration 1F: 3 clusters Score -8651247 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8651920.000000 Penalty: 5353.237793
	Iteration 2Q: 3 clusters Score -8651920 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -8652658.000000 Penalty: 5353.237793
	Iteration 3Q: 3 clusters Score -8652658 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -8653502.000000 Penalty: 5353.237793
	Iteration 4Q: 3 clusters Score -8653502 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8654536.000000 Penalty: 5353.237793
	Iteration 5Q: 3 clusters Score -8654536 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -8655988.000000 Penalty: 5353.237793
	Iteration 6F: 3 clusters Score -8655988 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -8657914.000000 Penalty: 5353.237793
	Iteration 7F: 3 clusters Score -8657914 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -8660278.000000 Penalty: 5353.237793
	Iteration 8F: 3 clusters Score -8660278 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -8662579.000000 Penalty: 5353.237793
	Iteration 9F: 3 clusters Score -8662579 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8664212.000000 Penalty: 5353.237793
	Iteration 10Q: 3 clusters Score -8664212 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8665321.000000 Penalty: 5353.237793
	Iteration 11Q: 3 clusters Score -8665321 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8666011.000000 Penalty: 5353.237793
	Iteration 12Q: 3 clusters Score -8666011 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8666393.000000 Penalty: 5353.237793
	Iteration 13Q: 3 clusters Score -8666393 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8666683.000000 Penalty: 5353.237793
	Iteration 14Q: 3 clusters Score -8666683 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8666894.000000 Penalty: 5353.237793
	Iteration 15Q: 3 clusters Score -8666894 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8667000.000000 Penalty: 5353.237793
	Iteration 16Q: 3 clusters Score -8667000 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8667104.000000 Penalty: 5353.237793
	Iteration 17Q: 3 clusters Score -8667104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8667192.000000 Penalty: 5353.237793
	Iteration 18Q: 3 clusters Score -8667192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8667222.000000 Penalty: 5353.237793
	Iteration 19Q: 3 clusters Score -8667222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8667256.000000 Penalty: 5353.237793
	Iteration 20F: 3 clusters Score -8667256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8667286.000000 Penalty: 5353.237793
	Iteration 21Q: 3 clusters Score -8667286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8667312.000000 Penalty: 5353.237793
	Iteration 22Q: 3 clusters Score -8667312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8667321.000000 Penalty: 5353.237793
	Iteration 23Q: 3 clusters Score -8667321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8667328.000000 Penalty: 5353.237793
	Iteration 24Q: 3 clusters Score -8667328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8667351.000000 Penalty: 5353.237793
	Iteration 25Q: 3 clusters Score -8667351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8667398.000000 Penalty: 5353.237793
	Iteration 26Q: 3 clusters Score -8667398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8667409.000000 Penalty: 5353.237793
	Iteration 27Q: 3 clusters Score -8667409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8667429.000000 Penalty: 5353.237793
	Iteration 28Q: 3 clusters Score -8667429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8667437.000000 Penalty: 5353.237793
	Iteration 29Q: 3 clusters Score -8667437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8667447.000000 Penalty: 5353.237793
	Iteration 30Q: 3 clusters Score -8667447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8667455.000000 Penalty: 5353.237793
	Iteration 31Q: 3 clusters Score -8667455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8667466.000000 Penalty: 5353.237793
	Iteration 32Q: 3 clusters Score -8667466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8667477.000000 Penalty: 5353.237793
	Iteration 33Q: 3 clusters Score -8667477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8667476.000000 Penalty: 5353.237793
	Iteration 34Q: 3 clusters Score -8667476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8667479.000000 Penalty: 5353.237793
	Iteration 35Q: 3 clusters Score -8667479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8667491.000000 Penalty: 5353.237793
	Iteration 36Q: 3 clusters Score -8667491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8667489.000000 Penalty: 5353.237793
	Iteration 37Q: 3 clusters Score -8667489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8667489.000000 Penalty: 5353.237793
	Iteration 38Q: 3 clusters Score -8667489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8667485.000000 Penalty: 5353.237793
	Iteration 39Q: 3 clusters Score -8667485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8667491.000000 Penalty: 5353.237793
	Iteration 40F: 3 clusters Score -8667491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8667487.000000 Penalty: 5353.237793
	Iteration 41Q: 3 clusters Score -8667487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8667491.000000 Penalty: 5353.237793
	Iteration 42Q: 3 clusters Score -8667491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8667493.000000 Penalty: 5353.237793
	Iteration 43Q: 3 clusters Score -8667493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8667491.000000 Penalty: 5353.237793
	Iteration 44Q: 3 clusters Score -8667491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8667491.000000 Penalty: 5353.237793
	Iteration 45Q: 3 clusters Score -8667491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8667491.000000 Penalty: 5353.237793
	Iteration 46Q: 3 clusters Score -8667491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8667497.000000 Penalty: 5353.237793
	Iteration 47Q: 3 clusters Score -8667497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8667499.000000 Penalty: 5353.237793
	Iteration 48Q: 3 clusters Score -8667499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8667496.000000 Penalty: 5353.237793
	Iteration 49Q: 3 clusters Score -8667496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8667496.000000 Penalty: 5353.237793
	Iteration 50Q: 3 clusters Score -8667496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8667496.000000 Penalty: 5353.237793
	Iteration 51F: 3 clusters Score -8667496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Entering Unmasked Estep 
Score: -9218025.000000 Penalty: 2689.259521
	Iteration 0F: 2 clusters Score -9218025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9187079.000000 Penalty: 5378.519043
	Iteration 0F: 3 clusters Score -9187079 nChanged 23687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -9200151.000000 Penalty: 5378.519043
	Iteration 1F: 3 clusters Score -9200151 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -9200764.000000 Penalty: 5378.519043
	Iteration 2Q: 3 clusters Score -9200764 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -9201394.000000 Penalty: 5378.519043
	Iteration 3Q: 3 clusters Score -9201394 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -9202044.000000 Penalty: 5378.519043
	Iteration 4Q: 3 clusters Score -9202044 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -9203090.000000 Penalty: 5378.519043
	Iteration 5Q: 3 clusters Score -9203090 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -9204746.000000 Penalty: 5378.519043
	Iteration 6F: 3 clusters Score -9204746 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -9207301.000000 Penalty: 5378.519043
	Iteration 7F: 3 clusters Score -9207301 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -9210416.000000 Penalty: 5378.519043
	Iteration 8F: 3 clusters Score -9210416 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -9213065.000000 Penalty: 5378.519043
	Iteration 9F: 3 clusters Score -9213065 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -9214665.000000 Penalty: 5378.519043
	Iteration 10Q: 3 clusters Score -9214665 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9215318.000000 Penalty: 5378.519043
	Iteration 11Q: 3 clusters Score -9215318 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9215623.000000 Penalty: 5378.519043
	Iteration 12Q: 3 clusters Score -9215623 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9215821.000000 Penalty: 5378.519043
	Iteration 13Q: 3 clusters Score -9215821 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9215922.000000 Penalty: 5378.519043
	Iteration 14Q: 3 clusters Score -9215922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9216003.000000 Penalty: 5378.519043
	Iteration 15Q: 3 clusters Score -9216003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9216044.000000 Penalty: 5378.519043
	Iteration 16Q: 3 clusters Score -9216044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9216097.000000 Penalty: 5378.519043
	Iteration 17Q: 3 clusters Score -9216097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9216134.000000 Penalty: 5378.519043
	Iteration 18Q: 3 clusters Score -9216134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9216143.000000 Penalty: 5378.519043
	Iteration 19Q: 3 clusters Score -9216143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9216166.000000 Penalty: 5378.519043
	Iteration 20F: 3 clusters Score -9216166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9216180.000000 Penalty: 5378.519043
	Iteration 21Q: 3 clusters Score -9216180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9216205.000000 Penalty: 5378.519043
	Iteration 22Q: 3 clusters Score -9216205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9216209.000000 Penalty: 5378.519043
	Iteration 23Q: 3 clusters Score -9216209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9216210.000000 Penalty: 5378.519043
	Iteration 24Q: 3 clusters Score -9216210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9216213.000000 Penalty: 5378.519043
	Iteration 25Q: 3 clusters Score -9216213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9216220.000000 Penalty: 5378.519043
	Iteration 26Q: 3 clusters Score -9216220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9216225.000000 Penalty: 5378.519043
	Iteration 27Q: 3 clusters Score -9216225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9216233.000000 Penalty: 5378.519043
	Iteration 28Q: 3 clusters Score -9216233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9216232.000000 Penalty: 5378.519043
	Iteration 29Q: 3 clusters Score -9216232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9216236.000000 Penalty: 5378.519043
	Iteration 30Q: 3 clusters Score -9216236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9216238.000000 Penalty: 5378.519043
	Iteration 31Q: 3 clusters Score -9216238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9216240.000000 Penalty: 5378.519043
	Iteration 32Q: 3 clusters Score -9216240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9216238.000000 Penalty: 5378.519043
	Iteration 33Q: 3 clusters Score -9216238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9216242.000000 Penalty: 5378.519043
	Iteration 34Q: 3 clusters Score -9216242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9216232.000000 Penalty: 5378.519043
	Iteration 35Q: 3 clusters Score -9216232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9216232.000000 Penalty: 5378.519043
	Iteration 36F: 3 clusters Score -9216232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -194838.109375 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -194838.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -192768.125000 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -192768.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -193115.484375 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -193115.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -193284.296875 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -193284.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -193455.078125 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -193455.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -193694.000000 Penalty: 3500.290283
	Iteration 4F: 3 clusters Score -193694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -193975.875000 Penalty: 3500.290283
	Iteration 5F: 3 clusters Score -193975.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194235.718750 Penalty: 3500.290283
	Iteration 6F: 3 clusters Score -194235.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -194415.671875 Penalty: 3500.290283
	Iteration 7F: 3 clusters Score -194415.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194545.328125 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -194545.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194723.750000 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -194723.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194987.484375 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -194987.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195345.296875 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -195345.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195479.515625 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -195479.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195569.218750 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -195569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -195641.750000 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -195641.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -195702.062500 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -195702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195720.703125 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -195720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195727.703125 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -195727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195727.703125 Penalty: 3500.290283
	Iteration 18F: 3 clusters Score -195727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 38799 members 
Mstep: Class 3 contains 26634 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 56110 members 
Mstep: Class 6 contains 28086 members 
Mstep: Class 7 contains 24811 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 42331 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 42631 members 
Mstep: Class 17 contains 49749 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 48070 members 
Mstep: Class 20 contains 53288 members 
Mstep: Class 21 contains 44649 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44677 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 14793 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48670 members 
Mstep: Class 29 contains 51215 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 49251 members 
Mstep: Class 32 contains 43528 members 
Mstep: Class 33 contains 53088 members 
Mstep: Class 34 contains 44155 members 
Mstep: Class 35 contains 49729 members 
Mstep: Class 36 contains 48531 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 579 members 
Entering Unmasked Estep 
Score: -196400416.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196400960.000000 to -196400416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (49251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Entering Unmasked Estep 
Score: -8814903.000000 Penalty: 2679.561768
	Iteration 0F: 2 clusters Score -8814903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -8784532.000000 Penalty: 5359.123535
	Iteration 0F: 3 clusters Score -8784532 nChanged 22832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8797338.000000 Penalty: 5359.123535
	Iteration 1F: 3 clusters Score -8797338 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -8798190.000000 Penalty: 5359.123535
	Iteration 2Q: 3 clusters Score -8798190 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -8799255.000000 Penalty: 5359.123535
	Iteration 3F: 3 clusters Score -8799255 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -8800885.000000 Penalty: 5359.123535
	Iteration 4F: 3 clusters Score -8800885 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -8803335.000000 Penalty: 5359.123535
	Iteration 5F: 3 clusters Score -8803335 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -8806426.000000 Penalty: 5359.123535
	Iteration 6F: 3 clusters Score -8806426 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8809373.000000 Penalty: 5359.123535
	Iteration 7F: 3 clusters Score -8809373 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -8811228.000000 Penalty: 5359.123535
	Iteration 8F: 3 clusters Score -8811228 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8812078.000000 Penalty: 5359.123535
	Iteration 9Q: 3 clusters Score -8812078 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8812586.000000 Penalty: 5359.123535
	Iteration 10Q: 3 clusters Score -8812586 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8812862.000000 Penalty: 5359.123535
	Iteration 11Q: 3 clusters Score -8812862 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8812986.000000 Penalty: 5359.123535
	Iteration 12Q: 3 clusters Score -8812986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8813070.000000 Penalty: 5359.123535
	Iteration 13Q: 3 clusters Score -8813070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8813127.000000 Penalty: 5359.123535
	Iteration 14Q: 3 clusters Score -8813127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8813134.000000 Penalty: 5359.123535
	Iteration 15Q: 3 clusters Score -8813134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8813161.000000 Penalty: 5359.123535
	Iteration 16Q: 3 clusters Score -8813161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8813162.000000 Penalty: 5359.123535
	Iteration 17Q: 3 clusters Score -8813162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8813174.000000 Penalty: 5359.123535
	Iteration 18Q: 3 clusters Score -8813174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8813176.000000 Penalty: 5359.123535
	Iteration 19Q: 3 clusters Score -8813176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8813172.000000 Penalty: 5359.123535
	Iteration 20F: 3 clusters Score -8813172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8813182.000000 Penalty: 5359.123535
	Iteration 21Q: 3 clusters Score -8813182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8813184.000000 Penalty: 5359.123535
	Iteration 22Q: 3 clusters Score -8813184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8813195.000000 Penalty: 5359.123535
	Iteration 23Q: 3 clusters Score -8813195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8813190.000000 Penalty: 5359.123535
	Iteration 24Q: 3 clusters Score -8813190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8813200.000000 Penalty: 5359.123535
	Iteration 25Q: 3 clusters Score -8813200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8813193.000000 Penalty: 5359.123535
	Iteration 26Q: 3 clusters Score -8813193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8813207.000000 Penalty: 5359.123535
	Iteration 27Q: 3 clusters Score -8813207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8813205.000000 Penalty: 5359.123535
	Iteration 28Q: 3 clusters Score -8813205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8813201.000000 Penalty: 5359.123535
	Iteration 29Q: 3 clusters Score -8813201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8813198.000000 Penalty: 5359.123535
	Iteration 30Q: 3 clusters Score -8813198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8813198.000000 Penalty: 5359.123535
	Iteration 31Q: 3 clusters Score -8813198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8813205.000000 Penalty: 5359.123535
	Iteration 32Q: 3 clusters Score -8813205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8813204.000000 Penalty: 5359.123535
	Iteration 33Q: 3 clusters Score -8813204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8813207.000000 Penalty: 5359.123535
	Iteration 34Q: 3 clusters Score -8813207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8813205.000000 Penalty: 5359.123535
	Iteration 35Q: 3 clusters Score -8813205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8813201.000000 Penalty: 5359.123535
	Iteration 36Q: 3 clusters Score -8813201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8813205.000000 Penalty: 5359.123535
	Iteration 37Q: 3 clusters Score -8813205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8813205.000000 Penalty: 5359.123535
	Iteration 38F: 3 clusters Score -8813205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Entering Unmasked Estep 
Score: -7851158.500000 Penalty: 2648.927734
	Iteration 0F: 2 clusters Score -7851158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -7822563.000000 Penalty: 5297.855469
	Iteration 0F: 3 clusters Score -7822563 nChanged 19957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -7833766.000000 Penalty: 5297.855469
	Iteration 1F: 3 clusters Score -7833766 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7834684.500000 Penalty: 5297.855469
	Iteration 2Q: 3 clusters Score -7834684 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -7835805.000000 Penalty: 5297.855469
	Iteration 3F: 3 clusters Score -7835805 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -7837365.500000 Penalty: 5297.855469
	Iteration 4F: 3 clusters Score -7837366 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7839387.000000 Penalty: 5297.855469
	Iteration 5F: 3 clusters Score -7839387 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -7841787.000000 Penalty: 5297.855469
	Iteration 6F: 3 clusters Score -7841787 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -7844019.000000 Penalty: 5297.855469
	Iteration 7F: 3 clusters Score -7844019 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -7845568.500000 Penalty: 5297.855469
	Iteration 8F: 3 clusters Score -7845568 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -7846252.500000 Penalty: 5297.855469
	Iteration 9Q: 3 clusters Score -7846252 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -7846654.000000 Penalty: 5297.855469
	Iteration 10Q: 3 clusters Score -7846654 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -7847000.000000 Penalty: 5297.855469
	Iteration 11Q: 3 clusters Score -7847000 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -7847243.000000 Penalty: 5297.855469
	Iteration 12Q: 3 clusters Score -7847243 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -7847499.500000 Penalty: 5297.855469
	Iteration 13Q: 3 clusters Score -7847500 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -7847705.000000 Penalty: 5297.855469
	Iteration 14Q: 3 clusters Score -7847705 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -7847857.000000 Penalty: 5297.855469
	Iteration 15Q: 3 clusters Score -7847857 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -7848013.000000 Penalty: 5297.855469
	Iteration 16Q: 3 clusters Score -7848013 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -7848140.500000 Penalty: 5297.855469
	Iteration 17Q: 3 clusters Score -7848140 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -7848195.000000 Penalty: 5297.855469
	Iteration 18Q: 3 clusters Score -7848195 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -7848271.000000 Penalty: 5297.855469
	Iteration 19Q: 3 clusters Score -7848271 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -7848334.000000 Penalty: 5297.855469
	Iteration 20F: 3 clusters Score -7848334 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -7848359.500000 Penalty: 5297.855469
	Iteration 21Q: 3 clusters Score -7848360 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -7848396.000000 Penalty: 5297.855469
	Iteration 22Q: 3 clusters Score -7848396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -7848425.500000 Penalty: 5297.855469
	Iteration 23Q: 3 clusters Score -7848426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -7848446.000000 Penalty: 5297.855469
	Iteration 24Q: 3 clusters Score -7848446 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7848442.500000 Penalty: 5297.855469
	Iteration 25Q: 3 clusters Score -7848442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -7848469.500000 Penalty: 5297.855469
	Iteration 26Q: 3 clusters Score -7848470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -7848487.000000 Penalty: 5297.855469
	Iteration 27Q: 3 clusters Score -7848487 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -7848510.000000 Penalty: 5297.855469
	Iteration 28Q: 3 clusters Score -7848510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -7848552.500000 Penalty: 5297.855469
	Iteration 29Q: 3 clusters Score -7848552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -7848578.500000 Penalty: 5297.855469
	Iteration 30Q: 3 clusters Score -7848578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -7848594.000000 Penalty: 5297.855469
	Iteration 31Q: 3 clusters Score -7848594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -7848574.000000 Penalty: 5297.855469
	Iteration 32Q: 3 clusters Score -7848574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -7848592.500000 Penalty: 5297.855469
	Iteration 33Q: 3 clusters Score -7848592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -7848598.500000 Penalty: 5297.855469
	Iteration 34Q: 3 clusters Score -7848598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -7848611.500000 Penalty: 5297.855469
	Iteration 35Q: 3 clusters Score -7848612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -7848604.500000 Penalty: 5297.855469
	Iteration 36Q: 3 clusters Score -7848604 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -7848614.000000 Penalty: 5297.855469
	Iteration 37Q: 3 clusters Score -7848614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -7848632.000000 Penalty: 5297.855469
	Iteration 38Q: 3 clusters Score -7848632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -7848635.500000 Penalty: 5297.855469
	Iteration 39Q: 3 clusters Score -7848636 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -7848658.500000 Penalty: 5297.855469
	Iteration 40F: 3 clusters Score -7848658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -7848690.500000 Penalty: 5297.855469
	Iteration 41Q: 3 clusters Score -7848690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -7848711.500000 Penalty: 5297.855469
	Iteration 42Q: 3 clusters Score -7848712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -7848719.000000 Penalty: 5297.855469
	Iteration 43Q: 3 clusters Score -7848719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -7848746.500000 Penalty: 5297.855469
	Iteration 44Q: 3 clusters Score -7848746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -7848746.500000 Penalty: 5297.855469
	Iteration 45Q: 3 clusters Score -7848746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -7848741.000000 Penalty: 5297.855469
	Iteration 46Q: 3 clusters Score -7848741 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -7848756.000000 Penalty: 5297.855469
	Iteration 47Q: 3 clusters Score -7848756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -7848742.500000 Penalty: 5297.855469
	Iteration 48Q: 3 clusters Score -7848742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -7848770.500000 Penalty: 5297.855469
	Iteration 49Q: 3 clusters Score -7848770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -7848769.500000 Penalty: 5297.855469
	Iteration 50Q: 3 clusters Score -7848770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -7848784.500000 Penalty: 5297.855469
	Iteration 51Q: 3 clusters Score -7848784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -7848791.500000 Penalty: 5297.855469
	Iteration 52Q: 3 clusters Score -7848792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7848803.500000 Penalty: 5297.855469
	Iteration 53Q: 3 clusters Score -7848804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -7848805.500000 Penalty: 5297.855469
	Iteration 54Q: 3 clusters Score -7848806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -7848815.000000 Penalty: 5297.855469
	Iteration 55Q: 3 clusters Score -7848815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -7848824.500000 Penalty: 5297.855469
	Iteration 56Q: 3 clusters Score -7848824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -7848830.000000 Penalty: 5297.855469
	Iteration 57Q: 3 clusters Score -7848830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -7848835.500000 Penalty: 5297.855469
	Iteration 58Q: 3 clusters Score -7848836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -7848838.500000 Penalty: 5297.855469
	Iteration 59Q: 3 clusters Score -7848838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -7848829.500000 Penalty: 5297.855469
	Iteration 60F: 3 clusters Score -7848830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -7848813.000000 Penalty: 5297.855469
	Iteration 61Q: 3 clusters Score -7848813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -7848815.000000 Penalty: 5297.855469
	Iteration 62Q: 3 clusters Score -7848815 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -7848841.000000 Penalty: 5297.855469
	Iteration 63Q: 3 clusters Score -7848841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -7848846.000000 Penalty: 5297.855469
	Iteration 64Q: 3 clusters Score -7848846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -7848834.500000 Penalty: 5297.855469
	Iteration 65Q: 3 clusters Score -7848834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -7848834.000000 Penalty: 5297.855469
	Iteration 66Q: 3 clusters Score -7848834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -7848837.000000 Penalty: 5297.855469
	Iteration 67Q: 3 clusters Score -7848837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -7848839.500000 Penalty: 5297.855469
	Iteration 68Q: 3 clusters Score -7848840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -7848833.000000 Penalty: 5297.855469
	Iteration 69Q: 3 clusters Score -7848833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -7848847.000000 Penalty: 5297.855469
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	Iteration 162Q: 3 clusters Score -7849174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7849176.500000 Penalty: 5297.855469
	Iteration 163Q: 3 clusters Score -7849176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7849199.000000 Penalty: 5297.855469
	Iteration 164Q: 3 clusters Score -7849199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -7849206.500000 Penalty: 5297.855469
	Iteration 165Q: 3 clusters Score -7849206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7849207.000000 Penalty: 5297.855469
	Iteration 166Q: 3 clusters Score -7849207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7849206.000000 Penalty: 5297.855469
	Iteration 167Q: 3 clusters Score -7849206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -7849192.500000 Penalty: 5297.855469
	Iteration 168Q: 3 clusters Score -7849192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7849193.500000 Penalty: 5297.855469
	Iteration 169Q: 3 clusters Score -7849194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -7849190.000000 Penalty: 5297.855469
	Iteration 170Q: 3 clusters Score -7849190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -7849203.500000 Penalty: 5297.855469
	Iteration 171Q: 3 clusters Score -7849204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -7849198.500000 Penalty: 5297.855469
	Iteration 172Q: 3 clusters Score -7849198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7849217.500000 Penalty: 5297.855469
	Iteration 173Q: 3 clusters Score -7849218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -7849212.500000 Penalty: 5297.855469
	Iteration 174Q: 3 clusters Score -7849212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7849202.500000 Penalty: 5297.855469
	Iteration 175Q: 3 clusters Score -7849202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -7849213.000000 Penalty: 5297.855469
	Iteration 176Q: 3 clusters Score -7849213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -7849208.500000 Penalty: 5297.855469
	Iteration 177Q: 3 clusters Score -7849208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -7849211.000000 Penalty: 5297.855469
	Iteration 178Q: 3 clusters Score -7849211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -7849222.500000 Penalty: 5297.855469
	Iteration 179Q: 3 clusters Score -7849222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -7849221.000000 Penalty: 5297.855469
	Iteration 180F: 3 clusters Score -7849221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -7849219.500000 Penalty: 5297.855469
	Iteration 181Q: 3 clusters Score -7849220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7849228.000000 Penalty: 5297.855469
	Iteration 182Q: 3 clusters Score -7849228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -7849228.500000 Penalty: 5297.855469
	Iteration 183Q: 3 clusters Score -7849228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7849227.500000 Penalty: 5297.855469
	Iteration 184Q: 3 clusters Score -7849228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -7849227.500000 Penalty: 5297.855469
	Iteration 185Q: 3 clusters Score -7849228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -7849228.500000 Penalty: 5297.855469
	Iteration 186Q: 3 clusters Score -7849228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -7849229.500000 Penalty: 5297.855469
	Iteration 187Q: 3 clusters Score -7849230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7849238.000000 Penalty: 5297.855469
	Iteration 188Q: 3 clusters Score -7849238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -7849238.000000 Penalty: 5297.855469
	Iteration 189Q: 3 clusters Score -7849238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -7849241.000000 Penalty: 5297.855469
	Iteration 190Q: 3 clusters Score -7849241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -7849230.500000 Penalty: 5297.855469
	Iteration 191Q: 3 clusters Score -7849230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7849226.500000 Penalty: 5297.855469
	Iteration 192Q: 3 clusters Score -7849226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -7849240.000000 Penalty: 5297.855469
	Iteration 193Q: 3 clusters Score -7849240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -7849251.000000 Penalty: 5297.855469
	Iteration 194Q: 3 clusters Score -7849251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -7849251.000000 Penalty: 5297.855469
	Iteration 195Q: 3 clusters Score -7849251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -7849241.500000 Penalty: 5297.855469
	Iteration 196Q: 3 clusters Score -7849242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -7849235.000000 Penalty: 5297.855469
	Iteration 197Q: 3 clusters Score -7849235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -7849243.500000 Penalty: 5297.855469
	Iteration 198Q: 3 clusters Score -7849244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7849244.500000 Penalty: 5297.855469
	Iteration 199Q: 3 clusters Score -7849244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -7849241.500000 Penalty: 5297.855469
	Iteration 200F: 3 clusters Score -7849242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7849240.000000 Penalty: 5297.855469
	Iteration 201Q: 3 clusters Score -7849240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7849238.500000 Penalty: 5297.855469
	Iteration 202Q: 3 clusters Score -7849238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7849240.500000 Penalty: 5297.855469
	Iteration 203Q: 3 clusters Score -7849240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -7849239.000000 Penalty: 5297.855469
	Iteration 204Q: 3 clusters Score -7849239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7849255.500000 Penalty: 5297.855469
	Iteration 205Q: 3 clusters Score -7849256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -7849264.500000 Penalty: 5297.855469
	Iteration 206Q: 3 clusters Score -7849264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7849255.500000 Penalty: 5297.855469
	Iteration 207Q: 3 clusters Score -7849256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7849253.500000 Penalty: 5297.855469
	Iteration 208Q: 3 clusters Score -7849254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7849251.000000 Penalty: 5297.855469
	Iteration 209Q: 3 clusters Score -7849251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7849263.000000 Penalty: 5297.855469
	Iteration 210Q: 3 clusters Score -7849263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7849256.000000 Penalty: 5297.855469
	Iteration 211Q: 3 clusters Score -7849256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7849255.000000 Penalty: 5297.855469
	Iteration 212Q: 3 clusters Score -7849255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7849261.000000 Penalty: 5297.855469
	Iteration 213Q: 3 clusters Score -7849261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7849257.000000 Penalty: 5297.855469
	Iteration 214Q: 3 clusters Score -7849257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7849259.000000 Penalty: 5297.855469
	Iteration 215Q: 3 clusters Score -7849259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -7849259.000000 Penalty: 5297.855469
	Iteration 216Q: 3 clusters Score -7849259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -7849259.500000 Penalty: 5297.855469
	Iteration 217Q: 3 clusters Score -7849260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -7849254.500000 Penalty: 5297.855469
	Iteration 218Q: 3 clusters Score -7849254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7849253.000000 Penalty: 5297.855469
	Iteration 219Q: 3 clusters Score -7849253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -7849254.500000 Penalty: 5297.855469
	Iteration 220F: 3 clusters Score -7849254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -7849250.000000 Penalty: 5297.855469
	Iteration 221Q: 3 clusters Score -7849250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -7849250.500000 Penalty: 5297.855469
	Iteration 222Q: 3 clusters Score -7849250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7849237.500000 Penalty: 5297.855469
	Iteration 223Q: 3 clusters Score -7849238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -7849238.000000 Penalty: 5297.855469
	Iteration 224Q: 3 clusters Score -7849238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -7849235.000000 Penalty: 5297.855469
	Iteration 225Q: 3 clusters Score -7849235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7849245.000000 Penalty: 5297.855469
	Iteration 226Q: 3 clusters Score -7849245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -7849259.500000 Penalty: 5297.855469
	Iteration 227Q: 3 clusters Score -7849260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7849268.000000 Penalty: 5297.855469
	Iteration 228Q: 3 clusters Score -7849268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -7849264.500000 Penalty: 5297.855469
	Iteration 229Q: 3 clusters Score -7849264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7849264.000000 Penalty: 5297.855469
	Iteration 230Q: 3 clusters Score -7849264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7849268.500000 Penalty: 5297.855469
	Iteration 231Q: 3 clusters Score -7849268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7849257.000000 Penalty: 5297.855469
	Iteration 232Q: 3 clusters Score -7849257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7849257.500000 Penalty: 5297.855469
	Iteration 233Q: 3 clusters Score -7849258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -7849254.000000 Penalty: 5297.855469
	Iteration 234Q: 3 clusters Score -7849254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -7849253.000000 Penalty: 5297.855469
	Iteration 235Q: 3 clusters Score -7849253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7849253.500000 Penalty: 5297.855469
	Iteration 236Q: 3 clusters Score -7849254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7849253.500000 Penalty: 5297.855469
	Iteration 237F: 3 clusters Score -7849254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (53088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Entering Unmasked Estep 
Score: -9384149.000000 Penalty: 2698.167236
	Iteration 0F: 2 clusters Score -9384149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -9351040.000000 Penalty: 5396.334473
	Iteration 0F: 3 clusters Score -9351040 nChanged 24564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -9364692.000000 Penalty: 5396.334473
	Iteration 1F: 3 clusters Score -9364692 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -9365293.000000 Penalty: 5396.334473
	Iteration 2Q: 3 clusters Score -9365293 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -9365941.000000 Penalty: 5396.334473
	Iteration 3Q: 3 clusters Score -9365941 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -9366870.000000 Penalty: 5396.334473
	Iteration 4Q: 3 clusters Score -9366870 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -9368160.000000 Penalty: 5396.334473
	Iteration 5F: 3 clusters Score -9368160 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -9370174.000000 Penalty: 5396.334473
	Iteration 6F: 3 clusters Score -9370174 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -9372973.000000 Penalty: 5396.334473
	Iteration 7F: 3 clusters Score -9372973 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -9376342.000000 Penalty: 5396.334473
	Iteration 8F: 3 clusters Score -9376342 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -9379207.000000 Penalty: 5396.334473
	Iteration 9F: 3 clusters Score -9379207 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -9381047.000000 Penalty: 5396.334473
	Iteration 10Q: 3 clusters Score -9381047 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -9381833.000000 Penalty: 5396.334473
	Iteration 11Q: 3 clusters Score -9381833 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -9382130.000000 Penalty: 5396.334473
	Iteration 12Q: 3 clusters Score -9382130 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -9382227.000000 Penalty: 5396.334473
	Iteration 13Q: 3 clusters Score -9382227 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -9382266.000000 Penalty: 5396.334473
	Iteration 14Q: 3 clusters Score -9382266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -9382267.000000 Penalty: 5396.334473
	Iteration 15Q: 3 clusters Score -9382267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -9382254.000000 Penalty: 5396.334473
	Iteration 16Q: 3 clusters Score -9382254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -9382274.000000 Penalty: 5396.334473
	Iteration 17Q: 3 clusters Score -9382274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -9382268.000000 Penalty: 5396.334473
	Iteration 18Q: 3 clusters Score -9382268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -9382266.000000 Penalty: 5396.334473
	Iteration 19Q: 3 clusters Score -9382266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -9382294.000000 Penalty: 5396.334473
	Iteration 20F: 3 clusters Score -9382294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -9382299.000000 Penalty: 5396.334473
	Iteration 21Q: 3 clusters Score -9382299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -9382296.000000 Penalty: 5396.334473
	Iteration 22Q: 3 clusters Score -9382296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -9382277.000000 Penalty: 5396.334473
	Iteration 23Q: 3 clusters Score -9382277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -9382261.000000 Penalty: 5396.334473
	Iteration 24Q: 3 clusters Score -9382261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -9382238.000000 Penalty: 5396.334473
	Iteration 25Q: 3 clusters Score -9382238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -9382241.000000 Penalty: 5396.334473
	Iteration 26Q: 3 clusters Score -9382241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -9382238.000000 Penalty: 5396.334473
	Iteration 27Q: 3 clusters Score -9382238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -9382229.000000 Penalty: 5396.334473
	Iteration 28Q: 3 clusters Score -9382229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -9382240.000000 Penalty: 5396.334473
	Iteration 29Q: 3 clusters Score -9382240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -9382251.000000 Penalty: 5396.334473
	Iteration 30Q: 3 clusters Score -9382251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -9382239.000000 Penalty: 5396.334473
	Iteration 31Q: 3 clusters Score -9382239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -9382237.000000 Penalty: 5396.334473
	Iteration 32Q: 3 clusters Score -9382237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -9382228.000000 Penalty: 5396.334473
	Iteration 33Q: 3 clusters Score -9382228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -9382245.000000 Penalty: 5396.334473
	Iteration 34Q: 3 clusters Score -9382245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -9382244.000000 Penalty: 5396.334473
	Iteration 35Q: 3 clusters Score -9382244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -9382245.000000 Penalty: 5396.334473
	Iteration 36Q: 3 clusters Score -9382245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -9382251.000000 Penalty: 5396.334473
	Iteration 37Q: 3 clusters Score -9382251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -9382253.000000 Penalty: 5396.334473
	Iteration 38Q: 3 clusters Score -9382253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -9382253.000000 Penalty: 5396.334473
	Iteration 39F: 3 clusters Score -9382253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (44155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Entering Unmasked Estep 
Score: -7881784.500000 Penalty: 2652.474365
	Iteration 0F: 2 clusters Score -7881784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -7852281.500000 Penalty: 5304.948730
	Iteration 0F: 3 clusters Score -7852282 nChanged 20249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -7863666.000000 Penalty: 5304.948730
	Iteration 1F: 3 clusters Score -7863666 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -7864368.000000 Penalty: 5304.948730
	Iteration 2Q: 3 clusters Score -7864368 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -7865186.000000 Penalty: 5304.948730
	Iteration 3Q: 3 clusters Score -7865186 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -7866257.000000 Penalty: 5304.948730
	Iteration 4Q: 3 clusters Score -7866257 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -7867871.000000 Penalty: 5304.948730
	Iteration 5F: 3 clusters Score -7867871 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -7870066.000000 Penalty: 5304.948730
	Iteration 6F: 3 clusters Score -7870066 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7872606.500000 Penalty: 5304.948730
	Iteration 7F: 3 clusters Score -7872606 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -7875092.000000 Penalty: 5304.948730
	Iteration 8F: 3 clusters Score -7875092 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -7877089.500000 Penalty: 5304.948730
	Iteration 9F: 3 clusters Score -7877090 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -7878364.000000 Penalty: 5304.948730
	Iteration 10Q: 3 clusters Score -7878364 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7879054.500000 Penalty: 5304.948730
	Iteration 11Q: 3 clusters Score -7879054 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -7879391.000000 Penalty: 5304.948730
	Iteration 12Q: 3 clusters Score -7879391 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -7879612.000000 Penalty: 5304.948730
	Iteration 13Q: 3 clusters Score -7879612 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -7879783.000000 Penalty: 5304.948730
	Iteration 14Q: 3 clusters Score -7879783 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -7879931.500000 Penalty: 5304.948730
	Iteration 15Q: 3 clusters Score -7879932 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -7879997.000000 Penalty: 5304.948730
	Iteration 16Q: 3 clusters Score -7879997 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -7880053.000000 Penalty: 5304.948730
	Iteration 17Q: 3 clusters Score -7880053 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -7880086.000000 Penalty: 5304.948730
	Iteration 18Q: 3 clusters Score -7880086 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -7880102.500000 Penalty: 5304.948730
	Iteration 19Q: 3 clusters Score -7880102 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -7880137.000000 Penalty: 5304.948730
	Iteration 20F: 3 clusters Score -7880137 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7880155.500000 Penalty: 5304.948730
	Iteration 21Q: 3 clusters Score -7880156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7880215.500000 Penalty: 5304.948730
	Iteration 22Q: 3 clusters Score -7880216 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -7880228.000000 Penalty: 5304.948730
	Iteration 23Q: 3 clusters Score -7880228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -7880243.000000 Penalty: 5304.948730
	Iteration 24Q: 3 clusters Score -7880243 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -7880274.000000 Penalty: 5304.948730
	Iteration 25Q: 3 clusters Score -7880274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -7880301.000000 Penalty: 5304.948730
	Iteration 26Q: 3 clusters Score -7880301 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -7880301.500000 Penalty: 5304.948730
	Iteration 27Q: 3 clusters Score -7880302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7880337.000000 Penalty: 5304.948730
	Iteration 28Q: 3 clusters Score -7880337 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -7880355.500000 Penalty: 5304.948730
	Iteration 29Q: 3 clusters Score -7880356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -7880373.500000 Penalty: 5304.948730
	Iteration 30Q: 3 clusters Score -7880374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -7880396.500000 Penalty: 5304.948730
	Iteration 31Q: 3 clusters Score -7880396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -7880388.500000 Penalty: 5304.948730
	Iteration 32Q: 3 clusters Score -7880388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -7880404.000000 Penalty: 5304.948730
	Iteration 33Q: 3 clusters Score -7880404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7880430.000000 Penalty: 5304.948730
	Iteration 34Q: 3 clusters Score -7880430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -7880465.000000 Penalty: 5304.948730
	Iteration 35Q: 3 clusters Score -7880465 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7880455.500000 Penalty: 5304.948730
	Iteration 36Q: 3 clusters Score -7880456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -7880469.500000 Penalty: 5304.948730
	Iteration 37Q: 3 clusters Score -7880470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7880492.000000 Penalty: 5304.948730
	Iteration 38Q: 3 clusters Score -7880492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7880517.000000 Penalty: 5304.948730
	Iteration 39Q: 3 clusters Score -7880517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7880521.500000 Penalty: 5304.948730
	Iteration 40F: 3 clusters Score -7880522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -7880544.000000 Penalty: 5304.948730
	Iteration 41Q: 3 clusters Score -7880544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7880553.000000 Penalty: 5304.948730
	Iteration 42Q: 3 clusters Score -7880553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7880563.500000 Penalty: 5304.948730
	Iteration 43Q: 3 clusters Score -7880564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7880607.500000 Penalty: 5304.948730
	Iteration 44Q: 3 clusters Score -7880608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7880601.000000 Penalty: 5304.948730
	Iteration 45Q: 3 clusters Score -7880601 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7880589.500000 Penalty: 5304.948730
	Iteration 46Q: 3 clusters Score -7880590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7880618.500000 Penalty: 5304.948730
	Iteration 47Q: 3 clusters Score -7880618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -7880626.000000 Penalty: 5304.948730
	Iteration 48Q: 3 clusters Score -7880626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -7880620.500000 Penalty: 5304.948730
	Iteration 49Q: 3 clusters Score -7880620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7880645.000000 Penalty: 5304.948730
	Iteration 50Q: 3 clusters Score -7880645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7880619.000000 Penalty: 5304.948730
	Iteration 51Q: 3 clusters Score -7880619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -7880619.500000 Penalty: 5304.948730
	Iteration 52Q: 3 clusters Score -7880620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7880630.500000 Penalty: 5304.948730
	Iteration 53Q: 3 clusters Score -7880630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -7880640.500000 Penalty: 5304.948730
	Iteration 54Q: 3 clusters Score -7880640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7880650.000000 Penalty: 5304.948730
	Iteration 55Q: 3 clusters Score -7880650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7880655.000000 Penalty: 5304.948730
	Iteration 56Q: 3 clusters Score -7880655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7880649.500000 Penalty: 5304.948730
	Iteration 57Q: 3 clusters Score -7880650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -7880650.000000 Penalty: 5304.948730
	Iteration 58Q: 3 clusters Score -7880650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7880654.000000 Penalty: 5304.948730
	Iteration 59Q: 3 clusters Score -7880654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7880663.000000 Penalty: 5304.948730
	Iteration 60F: 3 clusters Score -7880663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -7880659.500000 Penalty: 5304.948730
	Iteration 61Q: 3 clusters Score -7880660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7880645.000000 Penalty: 5304.948730
	Iteration 62Q: 3 clusters Score -7880645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7880657.500000 Penalty: 5304.948730
	Iteration 63Q: 3 clusters Score -7880658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7880667.000000 Penalty: 5304.948730
	Iteration 64Q: 3 clusters Score -7880667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -7880668.000000 Penalty: 5304.948730
	Iteration 65Q: 3 clusters Score -7880668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7880663.000000 Penalty: 5304.948730
	Iteration 66Q: 3 clusters Score -7880663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -7880675.000000 Penalty: 5304.948730
	Iteration 67Q: 3 clusters Score -7880675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7880674.500000 Penalty: 5304.948730
	Iteration 68Q: 3 clusters Score -7880674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7880682.500000 Penalty: 5304.948730
	Iteration 69Q: 3 clusters Score -7880682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7880679.500000 Penalty: 5304.948730
	Iteration 70Q: 3 clusters Score -7880680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7880674.500000 Penalty: 5304.948730
	Iteration 71Q: 3 clusters Score -7880674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -7880676.500000 Penalty: 5304.948730
	Iteration 72Q: 3 clusters Score -7880676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7880675.000000 Penalty: 5304.948730
	Iteration 73Q: 3 clusters Score -7880675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7880675.000000 Penalty: 5304.948730
	Iteration 74Q: 3 clusters Score -7880675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7880677.000000 Penalty: 5304.948730
	Iteration 75Q: 3 clusters Score -7880677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -7880680.500000 Penalty: 5304.948730
	Iteration 76Q: 3 clusters Score -7880680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7880682.000000 Penalty: 5304.948730
	Iteration 77Q: 3 clusters Score -7880682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -7880687.000000 Penalty: 5304.948730
	Iteration 78Q: 3 clusters Score -7880687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7880681.000000 Penalty: 5304.948730
	Iteration 79Q: 3 clusters Score -7880681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7880680.000000 Penalty: 5304.948730
	Iteration 80F: 3 clusters Score -7880680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -7880679.000000 Penalty: 5304.948730
	Iteration 81Q: 3 clusters Score -7880679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7880685.000000 Penalty: 5304.948730
	Iteration 82Q: 3 clusters Score -7880685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7880684.000000 Penalty: 5304.948730
	Iteration 83Q: 3 clusters Score -7880684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7880684.000000 Penalty: 5304.948730
	Iteration 84F: 3 clusters Score -7880684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (49729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Entering Unmasked Estep 
Score: -8858521.000000 Penalty: 2681.957275
	Iteration 0F: 2 clusters Score -8858521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -8827497.000000 Penalty: 5363.914551
	Iteration 0F: 3 clusters Score -8827497 nChanged 22854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -8840156.000000 Penalty: 5363.914551
	Iteration 1F: 3 clusters Score -8840156 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -8840686.000000 Penalty: 5363.914551
	Iteration 2Q: 3 clusters Score -8840686 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -8841263.000000 Penalty: 5363.914551
	Iteration 3Q: 3 clusters Score -8841263 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8841841.000000 Penalty: 5363.914551
	Iteration 4Q: 3 clusters Score -8841841 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8842742.000000 Penalty: 5363.914551
	Iteration 5Q: 3 clusters Score -8842742 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -8843842.000000 Penalty: 5363.914551
	Iteration 6Q: 3 clusters Score -8843842 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -8845443.000000 Penalty: 5363.914551
	Iteration 7F: 3 clusters Score -8845443 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -8847443.000000 Penalty: 5363.914551
	Iteration 8F: 3 clusters Score -8847443 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -8849730.000000 Penalty: 5363.914551
	Iteration 9F: 3 clusters Score -8849730 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -8851972.000000 Penalty: 5363.914551
	Iteration 10F: 3 clusters Score -8851972 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -8853721.000000 Penalty: 5363.914551
	Iteration 11Q: 3 clusters Score -8853721 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -8854975.000000 Penalty: 5363.914551
	Iteration 12Q: 3 clusters Score -8854975 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -8855853.000000 Penalty: 5363.914551
	Iteration 13Q: 3 clusters Score -8855853 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -8856422.000000 Penalty: 5363.914551
	Iteration 14Q: 3 clusters Score -8856422 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -8856857.000000 Penalty: 5363.914551
	Iteration 15Q: 3 clusters Score -8856857 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -8857147.000000 Penalty: 5363.914551
	Iteration 16Q: 3 clusters Score -8857147 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8857327.000000 Penalty: 5363.914551
	Iteration 17Q: 3 clusters Score -8857327 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8857425.000000 Penalty: 5363.914551
	Iteration 18Q: 3 clusters Score -8857425 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8857493.000000 Penalty: 5363.914551
	Iteration 19Q: 3 clusters Score -8857493 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8857550.000000 Penalty: 5363.914551
	Iteration 20F: 3 clusters Score -8857550 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8857573.000000 Penalty: 5363.914551
	Iteration 21Q: 3 clusters Score -8857573 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8857572.000000 Penalty: 5363.914551
	Iteration 22Q: 3 clusters Score -8857572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8857572.000000 Penalty: 5363.914551
	Iteration 23Q: 3 clusters Score -8857572 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8857577.000000 Penalty: 5363.914551
	Iteration 24Q: 3 clusters Score -8857577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8857592.000000 Penalty: 5363.914551
	Iteration 25Q: 3 clusters Score -8857592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -8857607.000000 Penalty: 5363.914551
	Iteration 26Q: 3 clusters Score -8857607 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8857596.000000 Penalty: 5363.914551
	Iteration 27Q: 3 clusters Score -8857596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8857581.000000 Penalty: 5363.914551
	Iteration 28Q: 3 clusters Score -8857581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8857570.000000 Penalty: 5363.914551
	Iteration 29Q: 3 clusters Score -8857570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8857595.000000 Penalty: 5363.914551
	Iteration 30Q: 3 clusters Score -8857595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8857600.000000 Penalty: 5363.914551
	Iteration 31Q: 3 clusters Score -8857600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8857612.000000 Penalty: 5363.914551
	Iteration 32Q: 3 clusters Score -8857612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8857606.000000 Penalty: 5363.914551
	Iteration 33Q: 3 clusters Score -8857606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8857592.000000 Penalty: 5363.914551
	Iteration 34Q: 3 clusters Score -8857592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8857594.000000 Penalty: 5363.914551
	Iteration 35Q: 3 clusters Score -8857594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -8857604.000000 Penalty: 5363.914551
	Iteration 36Q: 3 clusters Score -8857604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8857606.000000 Penalty: 5363.914551
	Iteration 37Q: 3 clusters Score -8857606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8857607.000000 Penalty: 5363.914551
	Iteration 38Q: 3 clusters Score -8857607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8857630.000000 Penalty: 5363.914551
	Iteration 39Q: 3 clusters Score -8857630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8857625.000000 Penalty: 5363.914551
	Iteration 40F: 3 clusters Score -8857625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8857621.000000 Penalty: 5363.914551
	Iteration 41Q: 3 clusters Score -8857621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8857610.000000 Penalty: 5363.914551
	Iteration 42Q: 3 clusters Score -8857610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8857617.000000 Penalty: 5363.914551
	Iteration 43Q: 3 clusters Score -8857617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8857602.000000 Penalty: 5363.914551
	Iteration 44Q: 3 clusters Score -8857602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8857592.000000 Penalty: 5363.914551
	Iteration 45Q: 3 clusters Score -8857592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8857586.000000 Penalty: 5363.914551
	Iteration 46Q: 3 clusters Score -8857586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8857575.000000 Penalty: 5363.914551
	Iteration 47Q: 3 clusters Score -8857575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8857581.000000 Penalty: 5363.914551
	Iteration 48Q: 3 clusters Score -8857581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8857578.000000 Penalty: 5363.914551
	Iteration 49Q: 3 clusters Score -8857578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8857587.000000 Penalty: 5363.914551
	Iteration 50Q: 3 clusters Score -8857587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8857581.000000 Penalty: 5363.914551
	Iteration 51Q: 3 clusters Score -8857581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8857592.000000 Penalty: 5363.914551
	Iteration 52Q: 3 clusters Score -8857592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8857583.000000 Penalty: 5363.914551
	Iteration 53Q: 3 clusters Score -8857583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8857595.000000 Penalty: 5363.914551
	Iteration 54Q: 3 clusters Score -8857595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8857588.000000 Penalty: 5363.914551
	Iteration 55Q: 3 clusters Score -8857588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8857584.000000 Penalty: 5363.914551
	Iteration 56Q: 3 clusters Score -8857584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8857589.000000 Penalty: 5363.914551
	Iteration 57Q: 3 clusters Score -8857589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8857583.000000 Penalty: 5363.914551
	Iteration 58Q: 3 clusters Score -8857583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8857593.000000 Penalty: 5363.914551
	Iteration 59Q: 3 clusters Score -8857593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8857583.000000 Penalty: 5363.914551
	Iteration 60F: 3 clusters Score -8857583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8857586.000000 Penalty: 5363.914551
	Iteration 61Q: 3 clusters Score -8857586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8857586.000000 Penalty: 5363.914551
	Iteration 62Q: 3 clusters Score -8857586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8857584.000000 Penalty: 5363.914551
	Iteration 63Q: 3 clusters Score -8857584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8857583.000000 Penalty: 5363.914551
	Iteration 64Q: 3 clusters Score -8857583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8857591.000000 Penalty: 5363.914551
	Iteration 65Q: 3 clusters Score -8857591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8857591.000000 Penalty: 5363.914551
	Iteration 66F: 3 clusters Score -8857591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (48531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Entering Unmasked Estep 
Score: -8797785.000000 Penalty: 2675.909668
	Iteration 0F: 2 clusters Score -8797785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8767097.000000 Penalty: 5351.819336
	Iteration 0F: 3 clusters Score -8767097 nChanged 22491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -8779805.000000 Penalty: 5351.819336
	Iteration 1F: 3 clusters Score -8779805 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -8780520.000000 Penalty: 5351.819336
	Iteration 2Q: 3 clusters Score -8780520 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -8781372.000000 Penalty: 5351.819336
	Iteration 3Q: 3 clusters Score -8781372 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -8782385.000000 Penalty: 5351.819336
	Iteration 4Q: 3 clusters Score -8782385 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -8783734.000000 Penalty: 5351.819336
	Iteration 5F: 3 clusters Score -8783734 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -8785561.000000 Penalty: 5351.819336
	Iteration 6F: 3 clusters Score -8785561 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8787626.000000 Penalty: 5351.819336
	Iteration 7F: 3 clusters Score -8787626 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -8789935.000000 Penalty: 5351.819336
	Iteration 8F: 3 clusters Score -8789935 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -8791897.000000 Penalty: 5351.819336
	Iteration 9F: 3 clusters Score -8791897 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -8793059.000000 Penalty: 5351.819336
	Iteration 10Q: 3 clusters Score -8793059 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -8794176.000000 Penalty: 5351.819336
	Iteration 11Q: 3 clusters Score -8794176 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -8794750.000000 Penalty: 5351.819336
	Iteration 12Q: 3 clusters Score -8794750 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -8795064.000000 Penalty: 5351.819336
	Iteration 13Q: 3 clusters Score -8795064 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -8795244.000000 Penalty: 5351.819336
	Iteration 14Q: 3 clusters Score -8795244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -8795372.000000 Penalty: 5351.819336
	Iteration 15Q: 3 clusters Score -8795372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -8795427.000000 Penalty: 5351.819336
	Iteration 16Q: 3 clusters Score -8795427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -8795454.000000 Penalty: 5351.819336
	Iteration 17Q: 3 clusters Score -8795454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -8795489.000000 Penalty: 5351.819336
	Iteration 18Q: 3 clusters Score -8795489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -8795521.000000 Penalty: 5351.819336
	Iteration 19Q: 3 clusters Score -8795521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -8795532.000000 Penalty: 5351.819336
	Iteration 20F: 3 clusters Score -8795532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -8795558.000000 Penalty: 5351.819336
	Iteration 21Q: 3 clusters Score -8795558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -8795563.000000 Penalty: 5351.819336
	Iteration 22Q: 3 clusters Score -8795563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -8795561.000000 Penalty: 5351.819336
	Iteration 23Q: 3 clusters Score -8795561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -8795578.000000 Penalty: 5351.819336
	Iteration 24Q: 3 clusters Score -8795578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -8795585.000000 Penalty: 5351.819336
	Iteration 25Q: 3 clusters Score -8795585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -8795587.000000 Penalty: 5351.819336
	Iteration 26Q: 3 clusters Score -8795587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -8795593.000000 Penalty: 5351.819336
	Iteration 27Q: 3 clusters Score -8795593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -8795593.000000 Penalty: 5351.819336
	Iteration 28Q: 3 clusters Score -8795593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -8795594.000000 Penalty: 5351.819336
	Iteration 29Q: 3 clusters Score -8795594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -8795599.000000 Penalty: 5351.819336
	Iteration 30Q: 3 clusters Score -8795599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -8795596.000000 Penalty: 5351.819336
	Iteration 31Q: 3 clusters Score -8795596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -8795610.000000 Penalty: 5351.819336
	Iteration 32Q: 3 clusters Score -8795610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -8795609.000000 Penalty: 5351.819336
	Iteration 33Q: 3 clusters Score -8795609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -8795609.000000 Penalty: 5351.819336
	Iteration 34F: 3 clusters Score -8795609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -163385.375000 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -163385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -161432.968750 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -161433 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161935.937500 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -161935.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162202.796875 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -162202.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162439.531250 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -162439.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162650.984375 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -162651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -162804.578125 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -162804.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162944.578125 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -162944.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -163097.031250 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -163097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163204.046875 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -163204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163327.265625 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -163327.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163426.671875 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -163426.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163493.515625 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -163493.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163596.734375 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -163596.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -163645.578125 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -163645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -163674.062500 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -163674.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -163695.734375 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -163695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -163719.843750 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -163719.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -163748.328125 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -163748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -163772.187500 Penalty: 3494.705078
	Iteration 18Q: 3 clusters Score -163772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -163792.593750 Penalty: 3494.705078
	Iteration 19Q: 3 clusters Score -163792.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163887.218750 Penalty: 3494.705078
	Iteration 20F: 3 clusters Score -163887.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -163977.218750 Penalty: 3494.705078
	Iteration 21Q: 3 clusters Score -163977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164055.343750 Penalty: 3494.705078
	Iteration 22Q: 3 clusters Score -164055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -164155.828125 Penalty: 3494.705078
	Iteration 23Q: 3 clusters Score -164155.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164272.218750 Penalty: 3494.705078
	Iteration 24Q: 3 clusters Score -164272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164288.312500 Penalty: 3494.705078
	Iteration 25Q: 3 clusters Score -164288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164298.093750 Penalty: 3494.705078
	Iteration 26Q: 3 clusters Score -164298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164303.125000 Penalty: 3494.705078
	Iteration 27Q: 3 clusters Score -164303.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164304.250000 Penalty: 3494.705078
	Iteration 28F: 3 clusters Score -164304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164306.593750 Penalty: 3494.705078
	Iteration 29Q: 3 clusters Score -164306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164306.593750 Penalty: 3494.705078
	Iteration 30F: 3 clusters Score -164306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 38799 members 
Mstep: Class 3 contains 26634 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 56110 members 
Mstep: Class 6 contains 28086 members 
Mstep: Class 7 contains 24811 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 42331 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 42631 members 
Mstep: Class 17 contains 49749 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 48070 members 
Mstep: Class 20 contains 53288 members 
Mstep: Class 21 contains 44649 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44677 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 14793 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48670 members 
Mstep: Class 29 contains 51215 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49251 members 
Mstep: Class 32 contains 43528 members 
Mstep: Class 33 contains 53088 members 
Mstep: Class 34 contains 44155 members 
Mstep: Class 35 contains 49729 members 
Mstep: Class 36 contains 48531 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 666 members 
Entering Unmasked Estep 
Score: -196400288.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196400960.000000 to -196400288.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 38799 members 
Mstep: Class 3 contains 26634 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 56110 members 
Mstep: Class 6 contains 28086 members 
Mstep: Class 7 contains 24811 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 42331 members 
Mstep: Class 10 contains 16514 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 42631 members 
Mstep: Class 17 contains 49749 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 48070 members 
Mstep: Class 20 contains 53288 members 
Mstep: Class 21 contains 44649 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44677 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 14793 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48670 members 
Mstep: Class 29 contains 51215 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49251 members 
Mstep: Class 32 contains 43528 members 
Mstep: Class 33 contains 53088 members 
Mstep: Class 34 contains 44155 members 
Mstep: Class 35 contains 49729 members 
Mstep: Class 36 contains 48531 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401216.000000 Penalty: 127827.164062
Iteration 199Q: 38 clusters Score -1.964012e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 26482 members 
Mstep: Class 4 contains 49089 members 
Mstep: Class 5 contains 56097 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 24797 members 
Mstep: Class 8 contains 5469 members 
Mstep: Class 9 contains 42294 members 
Mstep: Class 10 contains 16508 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6946 members 
Mstep: Class 13 contains 51067 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 17276 members 
Mstep: Class 16 contains 42627 members 
Mstep: Class 17 contains 49756 members 
Mstep: Class 18 contains 4406 members 
Mstep: Class 19 contains 48149 members 
Mstep: Class 20 contains 53244 members 
Mstep: Class 21 contains 44628 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44705 members 
Mstep: Class 24 contains 11108 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 14800 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48647 members 
Mstep: Class 29 contains 51203 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49243 members 
Mstep: Class 32 contains 43613 members 
Mstep: Class 33 contains 53077 members 
Mstep: Class 34 contains 44324 members 
Mstep: Class 35 contains 49737 members 
Mstep: Class 36 contains 48585 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401376.000000 Penalty: 127827.164062
Iteration 200F: 38 clusters Score -1.964014e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 38677 members 
Mstep: Class 3 contains 26342 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 56085 members 
Mstep: Class 6 contains 28095 members 
Mstep: Class 7 contains 24799 members 
Mstep: Class 8 contains 5472 members 
Mstep: Class 9 contains 42263 members 
Mstep: Class 10 contains 16500 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 51018 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17280 members 
Mstep: Class 16 contains 42614 members 
Mstep: Class 17 contains 49813 members 
Mstep: Class 18 contains 4407 members 
Mstep: Class 19 contains 48239 members 
Mstep: Class 20 contains 53194 members 
Mstep: Class 21 contains 44592 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44738 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 14775 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48621 members 
Mstep: Class 29 contains 51194 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49251 members 
Mstep: Class 32 contains 43719 members 
Mstep: Class 33 contains 53053 members 
Mstep: Class 34 contains 44533 members 
Mstep: Class 35 contains 49712 members 
Mstep: Class 36 contains 48595 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401440.000000 Penalty: 127827.164062
Iteration 201Q: 38 clusters Score -1.964014e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 38639 members 
Mstep: Class 3 contains 26215 members 
Mstep: Class 4 contains 49067 members 
Mstep: Class 5 contains 56055 members 
Mstep: Class 6 contains 28101 members 
Mstep: Class 7 contains 24795 members 
Mstep: Class 8 contains 5477 members 
Mstep: Class 9 contains 42233 members 
Mstep: Class 10 contains 16490 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 50989 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 17292 members 
Mstep: Class 16 contains 42600 members 
Mstep: Class 17 contains 49834 members 
Mstep: Class 18 contains 4403 members 
Mstep: Class 19 contains 48334 members 
Mstep: Class 20 contains 53161 members 
Mstep: Class 21 contains 44552 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44742 members 
Mstep: Class 24 contains 11089 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14755 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48601 members 
Mstep: Class 29 contains 51211 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49255 members 
Mstep: Class 32 contains 43795 members 
Mstep: Class 33 contains 53046 members 
Mstep: Class 34 contains 44705 members 
Mstep: Class 35 contains 49708 members 
Mstep: Class 36 contains 48593 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401536.000000 Penalty: 127827.164062
Iteration 202Q: 38 clusters Score -1.964015e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 38602 members 
Mstep: Class 3 contains 26097 members 
Mstep: Class 4 contains 49048 members 
Mstep: Class 5 contains 56030 members 
Mstep: Class 6 contains 28100 members 
Mstep: Class 7 contains 24792 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 42202 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 50944 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 17289 members 
Mstep: Class 16 contains 42605 members 
Mstep: Class 17 contains 49866 members 
Mstep: Class 18 contains 4409 members 
Mstep: Class 19 contains 48427 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 44519 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44752 members 
Mstep: Class 24 contains 11075 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14742 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48582 members 
Mstep: Class 29 contains 51217 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49277 members 
Mstep: Class 32 contains 43851 members 
Mstep: Class 33 contains 53020 members 
Mstep: Class 34 contains 44879 members 
Mstep: Class 35 contains 49690 members 
Mstep: Class 36 contains 48602 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402160.000000 Penalty: 127827.164062
Iteration 203Q: 38 clusters Score -1.964022e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 38582 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 56015 members 
Mstep: Class 6 contains 28099 members 
Mstep: Class 7 contains 24777 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 42160 members 
Mstep: Class 10 contains 16473 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6951 members 
Mstep: Class 13 contains 50946 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 17287 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 49849 members 
Mstep: Class 18 contains 4410 members 
Mstep: Class 19 contains 48523 members 
Mstep: Class 20 contains 53090 members 
Mstep: Class 21 contains 44489 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44746 members 
Mstep: Class 24 contains 11067 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14734 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48567 members 
Mstep: Class 29 contains 51209 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49298 members 
Mstep: Class 32 contains 43943 members 
Mstep: Class 33 contains 53018 members 
Mstep: Class 34 contains 45076 members 
Mstep: Class 35 contains 49664 members 
Mstep: Class 36 contains 48574 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402320.000000 Penalty: 127827.164062
Iteration 204Q: 38 clusters Score -1.964023e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 38570 members 
Mstep: Class 3 contains 25848 members 
Mstep: Class 4 contains 49027 members 
Mstep: Class 5 contains 56022 members 
Mstep: Class 6 contains 28094 members 
Mstep: Class 7 contains 24768 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 42119 members 
Mstep: Class 10 contains 16460 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6951 members 
Mstep: Class 13 contains 50946 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 17288 members 
Mstep: Class 16 contains 42598 members 
Mstep: Class 17 contains 49843 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 48596 members 
Mstep: Class 20 contains 53054 members 
Mstep: Class 21 contains 44462 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44733 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14716 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48573 members 
Mstep: Class 29 contains 51194 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49316 members 
Mstep: Class 32 contains 44045 members 
Mstep: Class 33 contains 52987 members 
Mstep: Class 34 contains 45247 members 
Mstep: Class 35 contains 49661 members 
Mstep: Class 36 contains 48549 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196402768.000000 Penalty: 127827.164062
Iteration 205Q: 38 clusters Score -1.964028e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 38570 members 
Mstep: Class 3 contains 25747 members 
Mstep: Class 4 contains 49020 members 
Mstep: Class 5 contains 56022 members 
Mstep: Class 6 contains 28093 members 
Mstep: Class 7 contains 24762 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 42092 members 
Mstep: Class 10 contains 16449 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6955 members 
Mstep: Class 13 contains 50973 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 17288 members 
Mstep: Class 16 contains 42595 members 
Mstep: Class 17 contains 49843 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 48641 members 
Mstep: Class 20 contains 53007 members 
Mstep: Class 21 contains 44455 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44737 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14704 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48568 members 
Mstep: Class 29 contains 51152 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49343 members 
Mstep: Class 32 contains 44155 members 
Mstep: Class 33 contains 52930 members 
Mstep: Class 34 contains 45392 members 
Mstep: Class 35 contains 49663 members 
Mstep: Class 36 contains 48529 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403072.000000 Penalty: 127827.164062
Iteration 206Q: 38 clusters Score -1.964031e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 38565 members 
Mstep: Class 3 contains 25662 members 
Mstep: Class 4 contains 49014 members 
Mstep: Class 5 contains 56006 members 
Mstep: Class 6 contains 28094 members 
Mstep: Class 7 contains 24749 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 50978 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 17284 members 
Mstep: Class 16 contains 42585 members 
Mstep: Class 17 contains 49848 members 
Mstep: Class 18 contains 4416 members 
Mstep: Class 19 contains 48664 members 
Mstep: Class 20 contains 52933 members 
Mstep: Class 21 contains 44481 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44745 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 14712 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48544 members 
Mstep: Class 29 contains 51124 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49352 members 
Mstep: Class 32 contains 44274 members 
Mstep: Class 33 contains 52901 members 
Mstep: Class 34 contains 45532 members 
Mstep: Class 35 contains 49665 members 
Mstep: Class 36 contains 48543 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403616.000000 Penalty: 127827.164062
Iteration 207Q: 38 clusters Score -1.964036e+08 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 38616 members 
Mstep: Class 3 contains 25560 members 
Mstep: Class 4 contains 49014 members 
Mstep: Class 5 contains 55995 members 
Mstep: Class 6 contains 28098 members 
Mstep: Class 7 contains 24751 members 
Mstep: Class 8 contains 5491 members 
Mstep: Class 9 contains 42020 members 
Mstep: Class 10 contains 16429 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6963 members 
Mstep: Class 13 contains 50976 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 42579 members 
Mstep: Class 17 contains 49818 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 48731 members 
Mstep: Class 20 contains 52881 members 
Mstep: Class 21 contains 44498 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44746 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 14715 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48524 members 
Mstep: Class 29 contains 51092 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49316 members 
Mstep: Class 32 contains 44368 members 
Mstep: Class 33 contains 52887 members 
Mstep: Class 34 contains 45638 members 
Mstep: Class 35 contains 49651 members 
Mstep: Class 36 contains 48562 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404208.000000 Penalty: 127827.164062
Iteration 208Q: 38 clusters Score -1.964042e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 38669 members 
Mstep: Class 3 contains 25453 members 
Mstep: Class 4 contains 49015 members 
Mstep: Class 5 contains 55993 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 24743 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 41992 members 
Mstep: Class 10 contains 16413 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 50955 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17271 members 
Mstep: Class 16 contains 42568 members 
Mstep: Class 17 contains 49847 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 48814 members 
Mstep: Class 20 contains 52838 members 
Mstep: Class 21 contains 44512 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 44757 members 
Mstep: Class 24 contains 11003 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 14699 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48502 members 
Mstep: Class 29 contains 51073 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 49280 members 
Mstep: Class 32 contains 44420 members 
Mstep: Class 33 contains 52886 members 
Mstep: Class 34 contains 45710 members 
Mstep: Class 35 contains 49646 members 
Mstep: Class 36 contains 48597 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404240.000000 Penalty: 127827.164062
Iteration 209Q: 38 clusters Score -1.964042e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 38736 members 
Mstep: Class 3 contains 25355 members 
Mstep: Class 4 contains 49007 members 
Mstep: Class 5 contains 55990 members 
Mstep: Class 6 contains 28095 members 
Mstep: Class 7 contains 24733 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 41967 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50922 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17270 members 
Mstep: Class 16 contains 42560 members 
Mstep: Class 17 contains 49891 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 48871 members 
Mstep: Class 20 contains 52762 members 
Mstep: Class 21 contains 44523 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44770 members 
Mstep: Class 24 contains 10982 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14688 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48488 members 
Mstep: Class 29 contains 51057 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49225 members 
Mstep: Class 32 contains 44476 members 
Mstep: Class 33 contains 52888 members 
Mstep: Class 34 contains 45795 members 
Mstep: Class 35 contains 49626 members 
Mstep: Class 36 contains 48663 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404400.000000 Penalty: 127827.164062
Iteration 210Q: 38 clusters Score -1.964044e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 38853 members 
Mstep: Class 3 contains 25267 members 
Mstep: Class 4 contains 49001 members 
Mstep: Class 5 contains 55991 members 
Mstep: Class 6 contains 28084 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 5493 members 
Mstep: Class 9 contains 41945 members 
Mstep: Class 10 contains 16391 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 50893 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17270 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 49873 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 48968 members 
Mstep: Class 20 contains 52719 members 
Mstep: Class 21 contains 44556 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44773 members 
Mstep: Class 24 contains 10967 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14679 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48488 members 
Mstep: Class 29 contains 51049 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49178 members 
Mstep: Class 32 contains 44521 members 
Mstep: Class 33 contains 52885 members 
Mstep: Class 34 contains 45854 members 
Mstep: Class 35 contains 49602 members 
Mstep: Class 36 contains 48653 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196404624.000000 Penalty: 127827.164062
Iteration 211Q: 38 clusters Score -1.964046e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 38963 members 
Mstep: Class 3 contains 25195 members 
Mstep: Class 4 contains 48995 members 
Mstep: Class 5 contains 55971 members 
Mstep: Class 6 contains 28078 members 
Mstep: Class 7 contains 24709 members 
Mstep: Class 8 contains 5489 members 
Mstep: Class 9 contains 41921 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50845 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 42568 members 
Mstep: Class 17 contains 49883 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 49060 members 
Mstep: Class 20 contains 52649 members 
Mstep: Class 21 contains 44583 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44778 members 
Mstep: Class 24 contains 10960 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14669 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48483 members 
Mstep: Class 29 contains 51045 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49153 members 
Mstep: Class 32 contains 44551 members 
Mstep: Class 33 contains 52879 members 
Mstep: Class 34 contains 45932 members 
Mstep: Class 35 contains 49579 members 
Mstep: Class 36 contains 48648 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405248.000000 Penalty: 127827.164062
Iteration 212Q: 38 clusters Score -1.964052e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 39116 members 
Mstep: Class 3 contains 25132 members 
Mstep: Class 4 contains 48989 members 
Mstep: Class 5 contains 55945 members 
Mstep: Class 6 contains 28079 members 
Mstep: Class 7 contains 24697 members 
Mstep: Class 8 contains 5485 members 
Mstep: Class 9 contains 41898 members 
Mstep: Class 10 contains 16367 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 50833 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17254 members 
Mstep: Class 16 contains 42566 members 
Mstep: Class 17 contains 49889 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 49132 members 
Mstep: Class 20 contains 52587 members 
Mstep: Class 21 contains 44585 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44779 members 
Mstep: Class 24 contains 10959 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14645 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48466 members 
Mstep: Class 29 contains 51023 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49144 members 
Mstep: Class 32 contains 44528 members 
Mstep: Class 33 contains 52866 members 
Mstep: Class 34 contains 45994 members 
Mstep: Class 35 contains 49581 members 
Mstep: Class 36 contains 48658 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405616.000000 Penalty: 127827.164062
Iteration 213Q: 38 clusters Score -1.964056e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 39189 members 
Mstep: Class 3 contains 25074 members 
Mstep: Class 4 contains 48994 members 
Mstep: Class 5 contains 55953 members 
Mstep: Class 6 contains 28073 members 
Mstep: Class 7 contains 24682 members 
Mstep: Class 8 contains 5487 members 
Mstep: Class 9 contains 41877 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 50843 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17249 members 
Mstep: Class 16 contains 42569 members 
Mstep: Class 17 contains 49899 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 49194 members 
Mstep: Class 20 contains 52517 members 
Mstep: Class 21 contains 44569 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44768 members 
Mstep: Class 24 contains 10959 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14635 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48467 members 
Mstep: Class 29 contains 50986 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49162 members 
Mstep: Class 32 contains 44529 members 
Mstep: Class 33 contains 52866 members 
Mstep: Class 34 contains 46037 members 
Mstep: Class 35 contains 49578 members 
Mstep: Class 36 contains 48678 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405872.000000 Penalty: 127827.164062
Iteration 214Q: 38 clusters Score -1.964059e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 39316 members 
Mstep: Class 3 contains 25025 members 
Mstep: Class 4 contains 48993 members 
Mstep: Class 5 contains 55936 members 
Mstep: Class 6 contains 28051 members 
Mstep: Class 7 contains 24675 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 16351 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 50844 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17249 members 
Mstep: Class 16 contains 42568 members 
Mstep: Class 17 contains 49881 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 49276 members 
Mstep: Class 20 contains 52428 members 
Mstep: Class 21 contains 44553 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44774 members 
Mstep: Class 24 contains 10952 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14626 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48471 members 
Mstep: Class 29 contains 50952 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49177 members 
Mstep: Class 32 contains 44535 members 
Mstep: Class 33 contains 52882 members 
Mstep: Class 34 contains 46057 members 
Mstep: Class 35 contains 49554 members 
Mstep: Class 36 contains 48711 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406400.000000 Penalty: 127827.164062
Iteration 215Q: 38 clusters Score -1.964064e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 39442 members 
Mstep: Class 3 contains 24983 members 
Mstep: Class 4 contains 48991 members 
Mstep: Class 5 contains 55928 members 
Mstep: Class 6 contains 28043 members 
Mstep: Class 7 contains 24664 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 41851 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 50858 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17236 members 
Mstep: Class 16 contains 42576 members 
Mstep: Class 17 contains 49873 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 49303 members 
Mstep: Class 20 contains 52344 members 
Mstep: Class 21 contains 44531 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44776 members 
Mstep: Class 24 contains 10949 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 14622 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48478 members 
Mstep: Class 29 contains 50912 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49169 members 
Mstep: Class 32 contains 44587 members 
Mstep: Class 33 contains 52880 members 
Mstep: Class 34 contains 46086 members 
Mstep: Class 35 contains 49514 members 
Mstep: Class 36 contains 48749 members 
Mstep: Class 37 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406944.000000 Penalty: 127827.164062
Iteration 216Q: 38 clusters Score -1.964069e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 39566 members 
Mstep: Class 3 contains 24922 members 
Mstep: Class 4 contains 48984 members 
Mstep: Class 5 contains 55943 members 
Mstep: Class 6 contains 28026 members 
Mstep: Class 7 contains 24659 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 41840 members 
Mstep: Class 10 contains 16329 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 50840 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17228 members 
Mstep: Class 16 contains 42572 members 
Mstep: Class 17 contains 49914 members 
Mstep: Class 18 contains 4437 members 
Mstep: Class 19 contains 49364 members 
Mstep: Class 20 contains 52280 members 
Mstep: Class 21 contains 44549 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44758 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14620 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48493 members 
Mstep: Class 29 contains 50886 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49138 members 
Mstep: Class 32 contains 44607 members 
Mstep: Class 33 contains 52869 members 
Mstep: Class 34 contains 46096 members 
Mstep: Class 35 contains 49492 members 
Mstep: Class 36 contains 48775 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407280.000000 Penalty: 127827.164062
Iteration 217Q: 38 clusters Score -1.964073e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 39716 members 
Mstep: Class 3 contains 24868 members 
Mstep: Class 4 contains 48974 members 
Mstep: Class 5 contains 55940 members 
Mstep: Class 6 contains 28011 members 
Mstep: Class 7 contains 24652 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 41821 members 
Mstep: Class 10 contains 16327 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6972 members 
Mstep: Class 13 contains 50855 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17224 members 
Mstep: Class 16 contains 42570 members 
Mstep: Class 17 contains 49975 members 
Mstep: Class 18 contains 4433 members 
Mstep: Class 19 contains 49431 members 
Mstep: Class 20 contains 52205 members 
Mstep: Class 21 contains 44565 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44738 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 14601 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48495 members 
Mstep: Class 29 contains 50850 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49116 members 
Mstep: Class 32 contains 44614 members 
Mstep: Class 33 contains 52878 members 
Mstep: Class 34 contains 46120 members 
Mstep: Class 35 contains 49458 members 
Mstep: Class 36 contains 48760 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407152.000000 Penalty: 127827.164062
Iteration 218Q: 38 clusters Score -1.964072e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 39881 members 
Mstep: Class 3 contains 24830 members 
Mstep: Class 4 contains 48969 members 
Mstep: Class 5 contains 55921 members 
Mstep: Class 6 contains 28005 members 
Mstep: Class 7 contains 24646 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 41794 members 
Mstep: Class 10 contains 16317 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 50865 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17221 members 
Mstep: Class 16 contains 42569 members 
Mstep: Class 17 contains 50004 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 49486 members 
Mstep: Class 20 contains 52098 members 
Mstep: Class 21 contains 44544 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44755 members 
Mstep: Class 24 contains 10925 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 14589 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48495 members 
Mstep: Class 29 contains 50816 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49078 members 
Mstep: Class 32 contains 44663 members 
Mstep: Class 33 contains 52885 members 
Mstep: Class 34 contains 46145 members 
Mstep: Class 35 contains 49431 members 
Mstep: Class 36 contains 48779 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407328.000000 Penalty: 127827.164062
Iteration 219Q: 38 clusters Score -1.964073e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 40032 members 
Mstep: Class 3 contains 24778 members 
Mstep: Class 4 contains 48962 members 
Mstep: Class 5 contains 55909 members 
Mstep: Class 6 contains 28001 members 
Mstep: Class 7 contains 24650 members 
Mstep: Class 8 contains 5483 members 
Mstep: Class 9 contains 41773 members 
Mstep: Class 10 contains 16313 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50866 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17220 members 
Mstep: Class 16 contains 42580 members 
Mstep: Class 17 contains 50023 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 49519 members 
Mstep: Class 20 contains 52008 members 
Mstep: Class 21 contains 44529 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44775 members 
Mstep: Class 24 contains 10920 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 14608 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48504 members 
Mstep: Class 29 contains 50786 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 49035 members 
Mstep: Class 32 contains 44695 members 
Mstep: Class 33 contains 52893 members 
Mstep: Class 34 contains 46173 members 
Mstep: Class 35 contains 49382 members 
Mstep: Class 36 contains 48787 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408176.000000 Penalty: 127827.164062
Iteration 220F: 38 clusters Score -1.964082e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 40189 members 
Mstep: Class 3 contains 24732 members 
Mstep: Class 4 contains 48956 members 
Mstep: Class 5 contains 55886 members 
Mstep: Class 6 contains 27993 members 
Mstep: Class 7 contains 24652 members 
Mstep: Class 8 contains 5477 members 
Mstep: Class 9 contains 41758 members 
Mstep: Class 10 contains 16304 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 50864 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 42584 members 
Mstep: Class 17 contains 50048 members 
Mstep: Class 18 contains 4434 members 
Mstep: Class 19 contains 49557 members 
Mstep: Class 20 contains 51898 members 
Mstep: Class 21 contains 44503 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44778 members 
Mstep: Class 24 contains 10918 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 14606 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48510 members 
Mstep: Class 29 contains 50745 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 48979 members 
Mstep: Class 32 contains 44792 members 
Mstep: Class 33 contains 52915 members 
Mstep: Class 34 contains 46197 members 
Mstep: Class 35 contains 49328 members 
Mstep: Class 36 contains 48809 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408384.000000 Penalty: 127827.164062
Iteration 221Q: 38 clusters Score -1.964084e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 40382 members 
Mstep: Class 3 contains 24694 members 
Mstep: Class 4 contains 48955 members 
Mstep: Class 5 contains 55869 members 
Mstep: Class 6 contains 27977 members 
Mstep: Class 7 contains 24649 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 41742 members 
Mstep: Class 10 contains 16296 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50862 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17205 members 
Mstep: Class 16 contains 42581 members 
Mstep: Class 17 contains 50010 members 
Mstep: Class 18 contains 4437 members 
Mstep: Class 19 contains 49587 members 
Mstep: Class 20 contains 51779 members 
Mstep: Class 21 contains 44472 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44774 members 
Mstep: Class 24 contains 10913 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 14586 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48516 members 
Mstep: Class 29 contains 50691 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 48935 members 
Mstep: Class 32 contains 44955 members 
Mstep: Class 33 contains 52939 members 
Mstep: Class 34 contains 46244 members 
Mstep: Class 35 contains 49277 members 
Mstep: Class 36 contains 48824 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408512.000000 Penalty: 127827.164062
Iteration 222Q: 38 clusters Score -1.964085e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 40593 members 
Mstep: Class 3 contains 24660 members 
Mstep: Class 4 contains 48955 members 
Mstep: Class 5 contains 55868 members 
Mstep: Class 6 contains 27972 members 
Mstep: Class 7 contains 24649 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 41718 members 
Mstep: Class 10 contains 16283 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50852 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 42584 members 
Mstep: Class 17 contains 49970 members 
Mstep: Class 18 contains 4433 members 
Mstep: Class 19 contains 49606 members 
Mstep: Class 20 contains 51669 members 
Mstep: Class 21 contains 44460 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44758 members 
Mstep: Class 24 contains 10912 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 14565 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48515 members 
Mstep: Class 29 contains 50659 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 48870 members 
Mstep: Class 32 contains 45131 members 
Mstep: Class 33 contains 52953 members 
Mstep: Class 34 contains 46265 members 
Mstep: Class 35 contains 49217 members 
Mstep: Class 36 contains 48835 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408464.000000 Penalty: 127827.164062
Iteration 223Q: 38 clusters Score -1.964085e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 40775 members 
Mstep: Class 3 contains 24637 members 
Mstep: Class 4 contains 48949 members 
Mstep: Class 5 contains 55856 members 
Mstep: Class 6 contains 27959 members 
Mstep: Class 7 contains 24652 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 41697 members 
Mstep: Class 10 contains 16279 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 50855 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17204 members 
Mstep: Class 16 contains 42575 members 
Mstep: Class 17 contains 50034 members 
Mstep: Class 18 contains 4437 members 
Mstep: Class 19 contains 49623 members 
Mstep: Class 20 contains 51507 members 
Mstep: Class 21 contains 44424 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44743 members 
Mstep: Class 24 contains 10910 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 14548 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48512 members 
Mstep: Class 29 contains 50625 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 48815 members 
Mstep: Class 32 contains 45275 members 
Mstep: Class 33 contains 52962 members 
Mstep: Class 34 contains 46278 members 
Mstep: Class 35 contains 49147 members 
Mstep: Class 36 contains 48864 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409104.000000 Penalty: 127827.164062
Iteration 224Q: 38 clusters Score -1.964091e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 40961 members 
Mstep: Class 3 contains 24602 members 
Mstep: Class 4 contains 48942 members 
Mstep: Class 5 contains 55841 members 
Mstep: Class 6 contains 27946 members 
Mstep: Class 7 contains 24653 members 
Mstep: Class 8 contains 5456 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 16278 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 50861 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 17208 members 
Mstep: Class 16 contains 42570 members 
Mstep: Class 17 contains 50127 members 
Mstep: Class 18 contains 4443 members 
Mstep: Class 19 contains 49666 members 
Mstep: Class 20 contains 51351 members 
Mstep: Class 21 contains 44413 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44728 members 
Mstep: Class 24 contains 10910 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 14550 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48497 members 
Mstep: Class 29 contains 50606 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 48721 members 
Mstep: Class 32 contains 45432 members 
Mstep: Class 33 contains 52939 members 
Mstep: Class 34 contains 46263 members 
Mstep: Class 35 contains 49072 members 
Mstep: Class 36 contains 48893 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409488.000000 Penalty: 127827.164062
Iteration 225Q: 38 clusters Score -1.964095e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 41134 members 
Mstep: Class 3 contains 24571 members 
Mstep: Class 4 contains 48940 members 
Mstep: Class 5 contains 55839 members 
Mstep: Class 6 contains 27942 members 
Mstep: Class 7 contains 24645 members 
Mstep: Class 8 contains 5450 members 
Mstep: Class 9 contains 41650 members 
Mstep: Class 10 contains 16269 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 50863 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 17214 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 50355 members 
Mstep: Class 18 contains 4445 members 
Mstep: Class 19 contains 49705 members 
Mstep: Class 20 contains 51176 members 
Mstep: Class 21 contains 44410 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44719 members 
Mstep: Class 24 contains 10906 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 14542 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48476 members 
Mstep: Class 29 contains 50585 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 48600 members 
Mstep: Class 32 contains 45523 members 
Mstep: Class 33 contains 52913 members 
Mstep: Class 34 contains 46233 members 
Mstep: Class 35 contains 48992 members 
Mstep: Class 36 contains 48925 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409984.000000 Penalty: 127827.164062
Iteration 226Q: 38 clusters Score -1.9641e+08 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 41356 members 
Mstep: Class 3 contains 24532 members 
Mstep: Class 4 contains 48940 members 
Mstep: Class 5 contains 55841 members 
Mstep: Class 6 contains 27938 members 
Mstep: Class 7 contains 24642 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 41625 members 
Mstep: Class 10 contains 16255 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50873 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 17222 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 50584 members 
Mstep: Class 18 contains 4441 members 
Mstep: Class 19 contains 49759 members 
Mstep: Class 20 contains 50994 members 
Mstep: Class 21 contains 44405 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44702 members 
Mstep: Class 24 contains 10907 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 14534 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48459 members 
Mstep: Class 29 contains 50558 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 48487 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 52900 members 
Mstep: Class 34 contains 46210 members 
Mstep: Class 35 contains 48902 members 
Mstep: Class 36 contains 48933 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410448.000000 Penalty: 127827.164062
Iteration 227Q: 38 clusters Score -1.964104e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 41595 members 
Mstep: Class 3 contains 24485 members 
Mstep: Class 4 contains 48944 members 
Mstep: Class 5 contains 55842 members 
Mstep: Class 6 contains 27922 members 
Mstep: Class 7 contains 24639 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41609 members 
Mstep: Class 10 contains 16245 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 50877 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 17220 members 
Mstep: Class 16 contains 42549 members 
Mstep: Class 17 contains 50817 members 
Mstep: Class 18 contains 4437 members 
Mstep: Class 19 contains 49819 members 
Mstep: Class 20 contains 50835 members 
Mstep: Class 21 contains 44402 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44687 members 
Mstep: Class 24 contains 10905 members 
Mstep: Class 25 contains 2460 members 
Mstep: Class 26 contains 14528 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48444 members 
Mstep: Class 29 contains 50540 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 48365 members 
Mstep: Class 32 contains 45609 members 
Mstep: Class 33 contains 52877 members 
Mstep: Class 34 contains 46189 members 
Mstep: Class 35 contains 48811 members 
Mstep: Class 36 contains 48952 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410912.000000 Penalty: 127827.164062
Iteration 228Q: 38 clusters Score -1.964109e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 41871 members 
Mstep: Class 3 contains 24446 members 
Mstep: Class 4 contains 48951 members 
Mstep: Class 5 contains 55820 members 
Mstep: Class 6 contains 27901 members 
Mstep: Class 7 contains 24638 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41585 members 
Mstep: Class 10 contains 16236 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50866 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 17220 members 
Mstep: Class 16 contains 42541 members 
Mstep: Class 17 contains 50997 members 
Mstep: Class 18 contains 4434 members 
Mstep: Class 19 contains 49836 members 
Mstep: Class 20 contains 50731 members 
Mstep: Class 21 contains 44402 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44688 members 
Mstep: Class 24 contains 10906 members 
Mstep: Class 25 contains 2459 members 
Mstep: Class 26 contains 14523 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48441 members 
Mstep: Class 29 contains 50516 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 48237 members 
Mstep: Class 32 contains 45626 members 
Mstep: Class 33 contains 52848 members 
Mstep: Class 34 contains 46178 members 
Mstep: Class 35 contains 48707 members 
Mstep: Class 36 contains 49005 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410880.000000 Penalty: 127827.164062
Iteration 229Q: 38 clusters Score -1.964109e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 42167 members 
Mstep: Class 3 contains 24404 members 
Mstep: Class 4 contains 48951 members 
Mstep: Class 5 contains 55820 members 
Mstep: Class 6 contains 27870 members 
Mstep: Class 7 contains 24637 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 41562 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50843 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 17218 members 
Mstep: Class 16 contains 42535 members 
Mstep: Class 17 contains 51183 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 49853 members 
Mstep: Class 20 contains 50648 members 
Mstep: Class 21 contains 44363 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44697 members 
Mstep: Class 24 contains 10903 members 
Mstep: Class 25 contains 2457 members 
Mstep: Class 26 contains 14511 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48424 members 
Mstep: Class 29 contains 50512 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 48107 members 
Mstep: Class 32 contains 45606 members 
Mstep: Class 33 contains 52835 members 
Mstep: Class 34 contains 46171 members 
Mstep: Class 35 contains 48613 members 
Mstep: Class 36 contains 49070 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411472.000000 Penalty: 127827.164062
Iteration 230Q: 38 clusters Score -1.964115e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 42448 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 48950 members 
Mstep: Class 5 contains 55826 members 
Mstep: Class 6 contains 27841 members 
Mstep: Class 7 contains 24638 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 41543 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 50826 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 17217 members 
Mstep: Class 16 contains 42528 members 
Mstep: Class 17 contains 51413 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 49857 members 
Mstep: Class 20 contains 50573 members 
Mstep: Class 21 contains 44328 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44689 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 14502 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48415 members 
Mstep: Class 29 contains 50510 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47978 members 
Mstep: Class 32 contains 45569 members 
Mstep: Class 33 contains 52816 members 
Mstep: Class 34 contains 46159 members 
Mstep: Class 35 contains 48533 members 
Mstep: Class 36 contains 49105 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411664.000000 Penalty: 127827.164062
Iteration 231Q: 38 clusters Score -1.964117e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 42755 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 4 contains 48951 members 
Mstep: Class 5 contains 55812 members 
Mstep: Class 6 contains 27825 members 
Mstep: Class 7 contains 24628 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 41535 members 
Mstep: Class 10 contains 16224 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 50815 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 17213 members 
Mstep: Class 16 contains 42527 members 
Mstep: Class 17 contains 51663 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 49846 members 
Mstep: Class 20 contains 50461 members 
Mstep: Class 21 contains 44339 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44674 members 
Mstep: Class 24 contains 10907 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 14506 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48393 members 
Mstep: Class 29 contains 50502 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47840 members 
Mstep: Class 32 contains 45524 members 
Mstep: Class 33 contains 52788 members 
Mstep: Class 34 contains 46122 members 
Mstep: Class 35 contains 48457 members 
Mstep: Class 36 contains 49130 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411568.000000 Penalty: 127827.164062
Iteration 232Q: 38 clusters Score -1.964116e+08 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 43099 members 
Mstep: Class 3 contains 24290 members 
Mstep: Class 4 contains 48952 members 
Mstep: Class 5 contains 55815 members 
Mstep: Class 6 contains 27818 members 
Mstep: Class 7 contains 24619 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 41529 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 50806 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 17214 members 
Mstep: Class 16 contains 42523 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 49829 members 
Mstep: Class 20 contains 50441 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44654 members 
Mstep: Class 24 contains 10906 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 14506 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48383 members 
Mstep: Class 29 contains 50489 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47697 members 
Mstep: Class 32 contains 45458 members 
Mstep: Class 33 contains 52740 members 
Mstep: Class 34 contains 46089 members 
Mstep: Class 35 contains 48369 members 
Mstep: Class 36 contains 49153 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412112.000000 Penalty: 127827.164062
Iteration 233Q: 38 clusters Score -1.964121e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 43433 members 
Mstep: Class 3 contains 24249 members 
Mstep: Class 4 contains 48955 members 
Mstep: Class 5 contains 55801 members 
Mstep: Class 6 contains 27797 members 
Mstep: Class 7 contains 24606 members 
Mstep: Class 8 contains 5410 members 
Mstep: Class 9 contains 41510 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 50803 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 17209 members 
Mstep: Class 16 contains 42519 members 
Mstep: Class 17 contains 52088 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 49803 members 
Mstep: Class 20 contains 50405 members 
Mstep: Class 21 contains 44335 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44636 members 
Mstep: Class 24 contains 10903 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 14504 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48379 members 
Mstep: Class 29 contains 50467 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47585 members 
Mstep: Class 32 contains 45307 members 
Mstep: Class 33 contains 52702 members 
Mstep: Class 34 contains 46081 members 
Mstep: Class 35 contains 48281 members 
Mstep: Class 36 contains 49184 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412016.000000 Penalty: 127827.164062
Iteration 234Q: 38 clusters Score -1.96412e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 43724 members 
Mstep: Class 3 contains 24204 members 
Mstep: Class 4 contains 48949 members 
Mstep: Class 5 contains 55775 members 
Mstep: Class 6 contains 27776 members 
Mstep: Class 7 contains 24605 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41504 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 50812 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 42514 members 
Mstep: Class 17 contains 52304 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 49799 members 
Mstep: Class 20 contains 50380 members 
Mstep: Class 21 contains 44336 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44635 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 14485 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48372 members 
Mstep: Class 29 contains 50438 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47489 members 
Mstep: Class 32 contains 45202 members 
Mstep: Class 33 contains 52670 members 
Mstep: Class 34 contains 46066 members 
Mstep: Class 35 contains 48183 members 
Mstep: Class 36 contains 49207 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412576.000000 Penalty: 127827.164062
Iteration 235Q: 38 clusters Score -1.964126e+08 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 43995 members 
Mstep: Class 3 contains 24167 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55777 members 
Mstep: Class 6 contains 27759 members 
Mstep: Class 7 contains 24598 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 41502 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 50806 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 17205 members 
Mstep: Class 16 contains 42508 members 
Mstep: Class 17 contains 52494 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 49800 members 
Mstep: Class 20 contains 50368 members 
Mstep: Class 21 contains 44345 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44632 members 
Mstep: Class 24 contains 10900 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 14473 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48354 members 
Mstep: Class 29 contains 50419 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47375 members 
Mstep: Class 32 contains 45109 members 
Mstep: Class 33 contains 52640 members 
Mstep: Class 34 contains 46049 members 
Mstep: Class 35 contains 48083 members 
Mstep: Class 36 contains 49232 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412672.000000 Penalty: 127827.164062
Iteration 236Q: 38 clusters Score -1.964127e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 44273 members 
Mstep: Class 3 contains 24123 members 
Mstep: Class 4 contains 48949 members 
Mstep: Class 5 contains 55777 members 
Mstep: Class 6 contains 27744 members 
Mstep: Class 7 contains 24590 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 41494 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 50795 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 17203 members 
Mstep: Class 16 contains 42500 members 
Mstep: Class 17 contains 52700 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 49784 members 
Mstep: Class 20 contains 50382 members 
Mstep: Class 21 contains 44352 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 10899 members 
Mstep: Class 25 contains 2453 members 
Mstep: Class 26 contains 14450 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48340 members 
Mstep: Class 29 contains 50400 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47268 members 
Mstep: Class 32 contains 44960 members 
Mstep: Class 33 contains 52639 members 
Mstep: Class 34 contains 46045 members 
Mstep: Class 35 contains 47991 members 
Mstep: Class 36 contains 49250 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412656.000000 Penalty: 127827.164062
Iteration 237Q: 38 clusters Score -1.964127e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 44565 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55776 members 
Mstep: Class 6 contains 27729 members 
Mstep: Class 7 contains 24580 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 50792 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 42496 members 
Mstep: Class 17 contains 52863 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 49779 members 
Mstep: Class 20 contains 50383 members 
Mstep: Class 21 contains 44335 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44643 members 
Mstep: Class 24 contains 10897 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14442 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48328 members 
Mstep: Class 29 contains 50388 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47188 members 
Mstep: Class 32 contains 44829 members 
Mstep: Class 33 contains 52610 members 
Mstep: Class 34 contains 46026 members 
Mstep: Class 35 contains 47905 members 
Mstep: Class 36 contains 49251 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412864.000000 Penalty: 127827.164062
Iteration 238Q: 38 clusters Score -1.964129e+08 nChanged 2181
Entering ConstructFrom: 
Score: -196412864.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (48615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Entering Unmasked Estep 
Score: -8688393.000000 Penalty: 2676.338379
	Iteration 0F: 2 clusters Score -8688393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -8658071.000000 Penalty: 5352.676758
	Iteration 0F: 3 clusters Score -8658071 nChanged 22473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -8670599.000000 Penalty: 5352.676758
	Iteration 1F: 3 clusters Score -8670599 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -8671378.000000 Penalty: 5352.676758
	Iteration 2Q: 3 clusters Score -8671378 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -8672440.000000 Penalty: 5352.676758
	Iteration 3F: 3 clusters Score -8672440 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -8673989.000000 Penalty: 5352.676758
	Iteration 4F: 3 clusters Score -8673989 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -8676356.000000 Penalty: 5352.676758
	Iteration 5F: 3 clusters Score -8676356 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -8679464.000000 Penalty: 5352.676758
	Iteration 6F: 3 clusters Score -8679464 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8682621.000000 Penalty: 5352.676758
	Iteration 7F: 3 clusters Score -8682621 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8684431.000000 Penalty: 5352.676758
	Iteration 8F: 3 clusters Score -8684431 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8685229.000000 Penalty: 5352.676758
	Iteration 9Q: 3 clusters Score -8685229 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8685692.000000 Penalty: 5352.676758
	Iteration 10Q: 3 clusters Score -8685692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8685914.000000 Penalty: 5352.676758
	Iteration 11Q: 3 clusters Score -8685914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8686008.000000 Penalty: 5352.676758
	Iteration 12Q: 3 clusters Score -8686008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8686063.000000 Penalty: 5352.676758
	Iteration 13Q: 3 clusters Score -8686063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8686075.000000 Penalty: 5352.676758
	Iteration 14Q: 3 clusters Score -8686075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8686086.000000 Penalty: 5352.676758
	Iteration 15Q: 3 clusters Score -8686086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8686105.000000 Penalty: 5352.676758
	Iteration 16Q: 3 clusters Score -8686105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8686119.000000 Penalty: 5352.676758
	Iteration 17Q: 3 clusters Score -8686119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8686144.000000 Penalty: 5352.676758
	Iteration 18Q: 3 clusters Score -8686144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8686154.000000 Penalty: 5352.676758
	Iteration 19Q: 3 clusters Score -8686154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8686152.000000 Penalty: 5352.676758
	Iteration 20F: 3 clusters Score -8686152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8686157.000000 Penalty: 5352.676758
	Iteration 21Q: 3 clusters Score -8686157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8686155.000000 Penalty: 5352.676758
	Iteration 22Q: 3 clusters Score -8686155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8686159.000000 Penalty: 5352.676758
	Iteration 23Q: 3 clusters Score -8686159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8686159.000000 Penalty: 5352.676758
	Iteration 24Q: 3 clusters Score -8686159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8686159.000000 Penalty: 5352.676758
	Iteration 25F: 3 clusters Score -8686159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Entering Unmasked Estep 
Score: -7986314.500000 Penalty: 2656.286621
	Iteration 0F: 2 clusters Score -7986314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -7956840.500000 Penalty: 5312.573242
	Iteration 0F: 3 clusters Score -7956840 nChanged 20733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -7968861.000000 Penalty: 5312.573242
	Iteration 1F: 3 clusters Score -7968861 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -7969894.000000 Penalty: 5312.573242
	Iteration 2F: 3 clusters Score -7969894 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -7971350.500000 Penalty: 5312.573242
	Iteration 3F: 3 clusters Score -7971350 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -7973444.000000 Penalty: 5312.573242
	Iteration 4F: 3 clusters Score -7973444 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7975807.000000 Penalty: 5312.573242
	Iteration 5F: 3 clusters Score -7975807 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -7977981.000000 Penalty: 5312.573242
	Iteration 6F: 3 clusters Score -7977981 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -7979839.000000 Penalty: 5312.573242
	Iteration 7F: 3 clusters Score -7979839 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -7981579.000000 Penalty: 5312.573242
	Iteration 8Q: 3 clusters Score -7981579 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -7983119.500000 Penalty: 5312.573242
	Iteration 9Q: 3 clusters Score -7983120 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -7983811.500000 Penalty: 5312.573242
	Iteration 10Q: 3 clusters Score -7983812 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -7984109.000000 Penalty: 5312.573242
	Iteration 11Q: 3 clusters Score -7984109 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -7984220.500000 Penalty: 5312.573242
	Iteration 12Q: 3 clusters Score -7984220 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -7984277.000000 Penalty: 5312.573242
	Iteration 13Q: 3 clusters Score -7984277 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -7984312.000000 Penalty: 5312.573242
	Iteration 14Q: 3 clusters Score -7984312 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7984345.000000 Penalty: 5312.573242
	Iteration 15Q: 3 clusters Score -7984345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7984370.500000 Penalty: 5312.573242
	Iteration 16Q: 3 clusters Score -7984370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -7984390.000000 Penalty: 5312.573242
	Iteration 17Q: 3 clusters Score -7984390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7984394.500000 Penalty: 5312.573242
	Iteration 18Q: 3 clusters Score -7984394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -7984402.500000 Penalty: 5312.573242
	Iteration 19Q: 3 clusters Score -7984402 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7984423.500000 Penalty: 5312.573242
	Iteration 20F: 3 clusters Score -7984424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -7984455.500000 Penalty: 5312.573242
	Iteration 21Q: 3 clusters Score -7984456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -7984457.000000 Penalty: 5312.573242
	Iteration 22Q: 3 clusters Score -7984457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7984502.000000 Penalty: 5312.573242
	Iteration 23Q: 3 clusters Score -7984502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7984509.000000 Penalty: 5312.573242
	Iteration 24Q: 3 clusters Score -7984509 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7984521.000000 Penalty: 5312.573242
	Iteration 25Q: 3 clusters Score -7984521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -7984536.500000 Penalty: 5312.573242
	Iteration 26Q: 3 clusters Score -7984536 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7984549.500000 Penalty: 5312.573242
	Iteration 27Q: 3 clusters Score -7984550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7984550.500000 Penalty: 5312.573242
	Iteration 28Q: 3 clusters Score -7984550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -7984561.000000 Penalty: 5312.573242
	Iteration 29Q: 3 clusters Score -7984561 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -7984580.500000 Penalty: 5312.573242
	Iteration 30Q: 3 clusters Score -7984580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7984595.000000 Penalty: 5312.573242
	Iteration 31Q: 3 clusters Score -7984595 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -7984609.000000 Penalty: 5312.573242
	Iteration 32Q: 3 clusters Score -7984609 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -7984623.000000 Penalty: 5312.573242
	Iteration 33Q: 3 clusters Score -7984623 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7984636.000000 Penalty: 5312.573242
	Iteration 34Q: 3 clusters Score -7984636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -7984651.500000 Penalty: 5312.573242
	Iteration 35Q: 3 clusters Score -7984652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7984644.500000 Penalty: 5312.573242
	Iteration 36Q: 3 clusters Score -7984644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -7984657.000000 Penalty: 5312.573242
	Iteration 37Q: 3 clusters Score -7984657 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -7984654.500000 Penalty: 5312.573242
	Iteration 38Q: 3 clusters Score -7984654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -7984689.000000 Penalty: 5312.573242
	Iteration 39Q: 3 clusters Score -7984689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7984679.500000 Penalty: 5312.573242
	Iteration 40F: 3 clusters Score -7984680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -7984682.500000 Penalty: 5312.573242
	Iteration 41Q: 3 clusters Score -7984682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -7984686.000000 Penalty: 5312.573242
	Iteration 42Q: 3 clusters Score -7984686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -7984678.500000 Penalty: 5312.573242
	Iteration 43Q: 3 clusters Score -7984678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -7984686.000000 Penalty: 5312.573242
	Iteration 44Q: 3 clusters Score -7984686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -7984673.500000 Penalty: 5312.573242
	Iteration 45Q: 3 clusters Score -7984674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7984695.000000 Penalty: 5312.573242
	Iteration 46Q: 3 clusters Score -7984695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7984697.000000 Penalty: 5312.573242
	Iteration 47Q: 3 clusters Score -7984697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -7984693.500000 Penalty: 5312.573242
	Iteration 48Q: 3 clusters Score -7984694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7984695.000000 Penalty: 5312.573242
	Iteration 49Q: 3 clusters Score -7984695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -7984705.500000 Penalty: 5312.573242
	Iteration 50Q: 3 clusters Score -7984706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -7984719.000000 Penalty: 5312.573242
	Iteration 51Q: 3 clusters Score -7984719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -7984708.000000 Penalty: 5312.573242
	Iteration 52Q: 3 clusters Score -7984708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -7984714.500000 Penalty: 5312.573242
	Iteration 53Q: 3 clusters Score -7984714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7984719.000000 Penalty: 5312.573242
	Iteration 54Q: 3 clusters Score -7984719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -7984733.500000 Penalty: 5312.573242
	Iteration 55Q: 3 clusters Score -7984734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7984735.000000 Penalty: 5312.573242
	Iteration 56Q: 3 clusters Score -7984735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -7984738.000000 Penalty: 5312.573242
	Iteration 57Q: 3 clusters Score -7984738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -7984725.000000 Penalty: 5312.573242
	Iteration 58Q: 3 clusters Score -7984725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -7984729.000000 Penalty: 5312.573242
	Iteration 59Q: 3 clusters Score -7984729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -7984735.000000 Penalty: 5312.573242
	Iteration 60F: 3 clusters Score -7984735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -7984733.000000 Penalty: 5312.573242
	Iteration 61Q: 3 clusters Score -7984733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -7984734.000000 Penalty: 5312.573242
	Iteration 62Q: 3 clusters Score -7984734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -7984731.000000 Penalty: 5312.573242
	Iteration 63Q: 3 clusters Score -7984731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7984721.500000 Penalty: 5312.573242
	Iteration 64Q: 3 clusters Score -7984722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7984716.000000 Penalty: 5312.573242
	Iteration 65Q: 3 clusters Score -7984716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -7984728.500000 Penalty: 5312.573242
	Iteration 66Q: 3 clusters Score -7984728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -7984719.500000 Penalty: 5312.573242
	Iteration 67Q: 3 clusters Score -7984720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -7984724.000000 Penalty: 5312.573242
	Iteration 68Q: 3 clusters Score -7984724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -7984726.000000 Penalty: 5312.573242
	Iteration 69Q: 3 clusters Score -7984726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -7984719.000000 Penalty: 5312.573242
	Iteration 70Q: 3 clusters Score -7984719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -7984716.500000 Penalty: 5312.573242
	Iteration 71Q: 3 clusters Score -7984716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -7984716.000000 Penalty: 5312.573242
	Iteration 72Q: 3 clusters Score -7984716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7984727.500000 Penalty: 5312.573242
	Iteration 73Q: 3 clusters Score -7984728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -7984717.000000 Penalty: 5312.573242
	Iteration 74Q: 3 clusters Score -7984717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -7984718.500000 Penalty: 5312.573242
	Iteration 75Q: 3 clusters Score -7984718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7984717.500000 Penalty: 5312.573242
	Iteration 76Q: 3 clusters Score -7984718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7984719.000000 Penalty: 5312.573242
	Iteration 77Q: 3 clusters Score -7984719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7984717.500000 Penalty: 5312.573242
	Iteration 78Q: 3 clusters Score -7984718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -7984712.500000 Penalty: 5312.573242
	Iteration 79Q: 3 clusters Score -7984712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -7984716.000000 Penalty: 5312.573242
	Iteration 80F: 3 clusters Score -7984716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -7984716.500000 Penalty: 5312.573242
	Iteration 81Q: 3 clusters Score -7984716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -7984717.500000 Penalty: 5312.573242
	Iteration 82Q: 3 clusters Score -7984718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -7984717.000000 Penalty: 5312.573242
	Iteration 83Q: 3 clusters Score -7984717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -7984720.500000 Penalty: 5312.573242
	Iteration 84Q: 3 clusters Score -7984720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -7984720.500000 Penalty: 5312.573242
	Iteration 85Q: 3 clusters Score -7984720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -7984723.500000 Penalty: 5312.573242
	Iteration 86Q: 3 clusters Score -7984724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7984724.000000 Penalty: 5312.573242
	Iteration 87Q: 3 clusters Score -7984724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7984724.000000 Penalty: 5312.573242
	Iteration 88F: 3 clusters Score -7984724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Entering Unmasked Estep 
Score: -4315084.000000 Penalty: 2502.136719
	Iteration 0F: 2 clusters Score -4315084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -4298309.000000 Penalty: 5004.273438
	Iteration 0F: 3 clusters Score -4298309 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4304169.000000 Penalty: 5004.273438
	Iteration 1F: 3 clusters Score -4304169 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4304776.500000 Penalty: 5004.273438
	Iteration 2F: 3 clusters Score -4304776 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4305449.500000 Penalty: 5004.273438
	Iteration 3F: 3 clusters Score -4305450 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4306221.000000 Penalty: 5004.273438
	Iteration 4F: 3 clusters Score -4306221 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4307224.500000 Penalty: 5004.273438
	Iteration 5F: 3 clusters Score -4307224 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4308412.000000 Penalty: 5004.273438
	Iteration 6F: 3 clusters Score -4308412 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4309602.500000 Penalty: 5004.273438
	Iteration 7F: 3 clusters Score -4309602 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4310661.000000 Penalty: 5004.273438
	Iteration 8F: 3 clusters Score -4310661 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4311572.500000 Penalty: 5004.273438
	Iteration 9Q: 3 clusters Score -4311572 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4312227.000000 Penalty: 5004.273438
	Iteration 10Q: 3 clusters Score -4312227 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4312600.500000 Penalty: 5004.273438
	Iteration 11Q: 3 clusters Score -4312600 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4312820.500000 Penalty: 5004.273438
	Iteration 12Q: 3 clusters Score -4312820 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4312927.500000 Penalty: 5004.273438
	Iteration 13Q: 3 clusters Score -4312928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4312970.500000 Penalty: 5004.273438
	Iteration 14Q: 3 clusters Score -4312970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4313000.500000 Penalty: 5004.273438
	Iteration 15Q: 3 clusters Score -4313000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4313022.000000 Penalty: 5004.273438
	Iteration 16Q: 3 clusters Score -4313022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4313033.500000 Penalty: 5004.273438
	Iteration 17Q: 3 clusters Score -4313034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4313036.000000 Penalty: 5004.273438
	Iteration 18Q: 3 clusters Score -4313036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4313041.000000 Penalty: 5004.273438
	Iteration 19Q: 3 clusters Score -4313041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4313041.500000 Penalty: 5004.273438
	Iteration 20F: 3 clusters Score -4313042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -4313046.500000 Penalty: 5004.273438
	Iteration 21Q: 3 clusters Score -4313046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4313048.000000 Penalty: 5004.273438
	Iteration 22Q: 3 clusters Score -4313048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -4313054.500000 Penalty: 5004.273438
	Iteration 23Q: 3 clusters Score -4313054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4313052.000000 Penalty: 5004.273438
	Iteration 24Q: 3 clusters Score -4313052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -4313056.500000 Penalty: 5004.273438
	Iteration 25Q: 3 clusters Score -4313056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4313051.500000 Penalty: 5004.273438
	Iteration 26Q: 3 clusters Score -4313052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4313051.500000 Penalty: 5004.273438
	Iteration 27F: 3 clusters Score -4313052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Entering Unmasked Estep 
Score: -8690106.000000 Penalty: 2678.026367
	Iteration 0F: 2 clusters Score -8690106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -8659251.000000 Penalty: 5356.052734
	Iteration 0F: 3 clusters Score -8659251 nChanged 22617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8671661.000000 Penalty: 5356.052734
	Iteration 1F: 3 clusters Score -8671661 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8672265.000000 Penalty: 5356.052734
	Iteration 2Q: 3 clusters Score -8672265 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -8672891.000000 Penalty: 5356.052734
	Iteration 3Q: 3 clusters Score -8672891 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -8673821.000000 Penalty: 5356.052734
	Iteration 4Q: 3 clusters Score -8673821 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8674996.000000 Penalty: 5356.052734
	Iteration 5F: 3 clusters Score -8674996 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -8676913.000000 Penalty: 5356.052734
	Iteration 6F: 3 clusters Score -8676913 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -8679833.000000 Penalty: 5356.052734
	Iteration 7F: 3 clusters Score -8679833 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -8683166.000000 Penalty: 5356.052734
	Iteration 8F: 3 clusters Score -8683166 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -8685913.000000 Penalty: 5356.052734
	Iteration 9F: 3 clusters Score -8685913 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8687455.000000 Penalty: 5356.052734
	Iteration 10Q: 3 clusters Score -8687455 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8688174.000000 Penalty: 5356.052734
	Iteration 11Q: 3 clusters Score -8688174 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8688480.000000 Penalty: 5356.052734
	Iteration 12Q: 3 clusters Score -8688480 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8688689.000000 Penalty: 5356.052734
	Iteration 13Q: 3 clusters Score -8688689 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8688848.000000 Penalty: 5356.052734
	Iteration 14Q: 3 clusters Score -8688848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8688967.000000 Penalty: 5356.052734
	Iteration 15Q: 3 clusters Score -8688967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8689031.000000 Penalty: 5356.052734
	Iteration 16Q: 3 clusters Score -8689031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8689063.000000 Penalty: 5356.052734
	Iteration 17Q: 3 clusters Score -8689063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8689077.000000 Penalty: 5356.052734
	Iteration 18Q: 3 clusters Score -8689077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8689096.000000 Penalty: 5356.052734
	Iteration 19Q: 3 clusters Score -8689096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8689173.000000 Penalty: 5356.052734
	Iteration 20F: 3 clusters Score -8689173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8689227.000000 Penalty: 5356.052734
	Iteration 21Q: 3 clusters Score -8689227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8689246.000000 Penalty: 5356.052734
	Iteration 22Q: 3 clusters Score -8689246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8689269.000000 Penalty: 5356.052734
	Iteration 23Q: 3 clusters Score -8689269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8689305.000000 Penalty: 5356.052734
	Iteration 24Q: 3 clusters Score -8689305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8689316.000000 Penalty: 5356.052734
	Iteration 25Q: 3 clusters Score -8689316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8689344.000000 Penalty: 5356.052734
	Iteration 26Q: 3 clusters Score -8689344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8689371.000000 Penalty: 5356.052734
	Iteration 27Q: 3 clusters Score -8689371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8689384.000000 Penalty: 5356.052734
	Iteration 28Q: 3 clusters Score -8689384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8689372.000000 Penalty: 5356.052734
	Iteration 29Q: 3 clusters Score -8689372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8689374.000000 Penalty: 5356.052734
	Iteration 30Q: 3 clusters Score -8689374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8689380.000000 Penalty: 5356.052734
	Iteration 31Q: 3 clusters Score -8689380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8689375.000000 Penalty: 5356.052734
	Iteration 32Q: 3 clusters Score -8689375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8689382.000000 Penalty: 5356.052734
	Iteration 33Q: 3 clusters Score -8689382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8689441.000000 Penalty: 5356.052734
	Iteration 34F: 3 clusters Score -8689441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8689541.000000 Penalty: 5356.052734
	Iteration 35Q: 3 clusters Score -8689541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8689643.000000 Penalty: 5356.052734
	Iteration 36Q: 3 clusters Score -8689643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8689707.000000 Penalty: 5356.052734
	Iteration 37Q: 3 clusters Score -8689707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8689750.000000 Penalty: 5356.052734
	Iteration 38Q: 3 clusters Score -8689750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8689769.000000 Penalty: 5356.052734
	Iteration 39Q: 3 clusters Score -8689769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8689782.000000 Penalty: 5356.052734
	Iteration 40F: 3 clusters Score -8689782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8689804.000000 Penalty: 5356.052734
	Iteration 41Q: 3 clusters Score -8689804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8689820.000000 Penalty: 5356.052734
	Iteration 42Q: 3 clusters Score -8689820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8689826.000000 Penalty: 5356.052734
	Iteration 43Q: 3 clusters Score -8689826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8689834.000000 Penalty: 5356.052734
	Iteration 44Q: 3 clusters Score -8689834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8689831.000000 Penalty: 5356.052734
	Iteration 45Q: 3 clusters Score -8689831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8689840.000000 Penalty: 5356.052734
	Iteration 46Q: 3 clusters Score -8689840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8689838.000000 Penalty: 5356.052734
	Iteration 47Q: 3 clusters Score -8689838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8689834.000000 Penalty: 5356.052734
	Iteration 48Q: 3 clusters Score -8689834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8689838.000000 Penalty: 5356.052734
	Iteration 49Q: 3 clusters Score -8689838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8689841.000000 Penalty: 5356.052734
	Iteration 50Q: 3 clusters Score -8689841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8689842.000000 Penalty: 5356.052734
	Iteration 51Q: 3 clusters Score -8689842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8689844.000000 Penalty: 5356.052734
	Iteration 52Q: 3 clusters Score -8689844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8689842.000000 Penalty: 5356.052734
	Iteration 53Q: 3 clusters Score -8689842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8689842.000000 Penalty: 5356.052734
	Iteration 54Q: 3 clusters Score -8689842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8689852.000000 Penalty: 5356.052734
	Iteration 55Q: 3 clusters Score -8689852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8689843.000000 Penalty: 5356.052734
	Iteration 56Q: 3 clusters Score -8689843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8689843.000000 Penalty: 5356.052734
	Iteration 57F: 3 clusters Score -8689843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Entering Unmasked Estep 
Score: -9997890.000000 Penalty: 2710.474365
	Iteration 0F: 2 clusters Score -9997890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -9966241.000000 Penalty: 5420.948730
	Iteration 0F: 3 clusters Score -9966241 nChanged 25868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -9980316.000000 Penalty: 5420.948730
	Iteration 1F: 3 clusters Score -9980316 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -9980807.000000 Penalty: 5420.948730
	Iteration 2Q: 3 clusters Score -9980807 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -9981162.000000 Penalty: 5420.948730
	Iteration 3Q: 3 clusters Score -9981162 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -9981619.000000 Penalty: 5420.948730
	Iteration 4Q: 3 clusters Score -9981619 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -9982151.000000 Penalty: 5420.948730
	Iteration 5Q: 3 clusters Score -9982151 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -9982773.000000 Penalty: 5420.948730
	Iteration 6Q: 3 clusters Score -9982773 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -9983633.000000 Penalty: 5420.948730
	Iteration 7Q: 3 clusters Score -9983633 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -9984849.000000 Penalty: 5420.948730
	Iteration 8Q: 3 clusters Score -9984849 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -9986455.000000 Penalty: 5420.948730
	Iteration 9F: 3 clusters Score -9986455 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -9988669.000000 Penalty: 5420.948730
	Iteration 10F: 3 clusters Score -9988669 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -9990933.000000 Penalty: 5420.948730
	Iteration 11F: 3 clusters Score -9990933 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9992524.000000 Penalty: 5420.948730
	Iteration 12F: 3 clusters Score -9992524 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -9993463.000000 Penalty: 5420.948730
	Iteration 13Q: 3 clusters Score -9993463 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -9994132.000000 Penalty: 5420.948730
	Iteration 14Q: 3 clusters Score -9994132 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -9994496.000000 Penalty: 5420.948730
	Iteration 15Q: 3 clusters Score -9994496 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -9994711.000000 Penalty: 5420.948730
	Iteration 16Q: 3 clusters Score -9994711 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -9994875.000000 Penalty: 5420.948730
	Iteration 17Q: 3 clusters Score -9994875 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -9995043.000000 Penalty: 5420.948730
	Iteration 18Q: 3 clusters Score -9995043 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -9995167.000000 Penalty: 5420.948730
	Iteration 19Q: 3 clusters Score -9995167 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -9995261.000000 Penalty: 5420.948730
	Iteration 20F: 3 clusters Score -9995261 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -9995308.000000 Penalty: 5420.948730
	Iteration 21Q: 3 clusters Score -9995308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -9995366.000000 Penalty: 5420.948730
	Iteration 22Q: 3 clusters Score -9995366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -9995393.000000 Penalty: 5420.948730
	Iteration 23Q: 3 clusters Score -9995393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -9995417.000000 Penalty: 5420.948730
	Iteration 24Q: 3 clusters Score -9995417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -9995427.000000 Penalty: 5420.948730
	Iteration 25Q: 3 clusters Score -9995427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -9995434.000000 Penalty: 5420.948730
	Iteration 26Q: 3 clusters Score -9995434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -9995438.000000 Penalty: 5420.948730
	Iteration 27Q: 3 clusters Score -9995438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -9995461.000000 Penalty: 5420.948730
	Iteration 28Q: 3 clusters Score -9995461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -9995465.000000 Penalty: 5420.948730
	Iteration 29Q: 3 clusters Score -9995465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -9995480.000000 Penalty: 5420.948730
	Iteration 30Q: 3 clusters Score -9995480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -9995491.000000 Penalty: 5420.948730
	Iteration 31Q: 3 clusters Score -9995491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -9995503.000000 Penalty: 5420.948730
	Iteration 32Q: 3 clusters Score -9995503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -9995507.000000 Penalty: 5420.948730
	Iteration 33Q: 3 clusters Score -9995507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -9995519.000000 Penalty: 5420.948730
	Iteration 34Q: 3 clusters Score -9995519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -9995532.000000 Penalty: 5420.948730
	Iteration 35Q: 3 clusters Score -9995532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -9995537.000000 Penalty: 5420.948730
	Iteration 36Q: 3 clusters Score -9995537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -9995533.000000 Penalty: 5420.948730
	Iteration 37Q: 3 clusters Score -9995533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -9995533.000000 Penalty: 5420.948730
	Iteration 38Q: 3 clusters Score -9995533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -9995537.000000 Penalty: 5420.948730
	Iteration 39Q: 3 clusters Score -9995537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -9995547.000000 Penalty: 5420.948730
	Iteration 40F: 3 clusters Score -9995547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -9995553.000000 Penalty: 5420.948730
	Iteration 41Q: 3 clusters Score -9995553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -9995552.000000 Penalty: 5420.948730
	Iteration 42Q: 3 clusters Score -9995552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -9995553.000000 Penalty: 5420.948730
	Iteration 43Q: 3 clusters Score -9995553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -9995551.000000 Penalty: 5420.948730
	Iteration 44Q: 3 clusters Score -9995551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -9995552.000000 Penalty: 5420.948730
	Iteration 45Q: 3 clusters Score -9995552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -9995555.000000 Penalty: 5420.948730
	Iteration 46Q: 3 clusters Score -9995555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -9995555.000000 Penalty: 5420.948730
	Iteration 47F: 3 clusters Score -9995555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Entering Unmasked Estep 
Score: -4872897.000000 Penalty: 2537.062256
	Iteration 0F: 2 clusters Score -4872897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4853895.500000 Penalty: 5074.124512
	Iteration 0F: 3 clusters Score -4853896 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4860645.000000 Penalty: 5074.124512
	Iteration 1F: 3 clusters Score -4860645 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4861157.000000 Penalty: 5074.124512
	Iteration 2F: 3 clusters Score -4861157 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4861615.000000 Penalty: 5074.124512
	Iteration 3Q: 3 clusters Score -4861615 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -4862055.500000 Penalty: 5074.124512
	Iteration 4Q: 3 clusters Score -4862056 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4862615.000000 Penalty: 5074.124512
	Iteration 5Q: 3 clusters Score -4862615 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4863302.000000 Penalty: 5074.124512
	Iteration 6Q: 3 clusters Score -4863302 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4864183.000000 Penalty: 5074.124512
	Iteration 7F: 3 clusters Score -4864183 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4865248.000000 Penalty: 5074.124512
	Iteration 8F: 3 clusters Score -4865248 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4866503.500000 Penalty: 5074.124512
	Iteration 9F: 3 clusters Score -4866504 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4867802.500000 Penalty: 5074.124512
	Iteration 10F: 3 clusters Score -4867802 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -4869023.000000 Penalty: 5074.124512
	Iteration 11F: 3 clusters Score -4869023 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -4870259.000000 Penalty: 5074.124512
	Iteration 12Q: 3 clusters Score -4870259 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4871438.000000 Penalty: 5074.124512
	Iteration 13Q: 3 clusters Score -4871438 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4872321.500000 Penalty: 5074.124512
	Iteration 14Q: 3 clusters Score -4872322 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4872886.000000 Penalty: 5074.124512
	Iteration 15Q: 3 clusters Score -4872886 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4873200.000000 Penalty: 5074.124512
	Iteration 16Q: 3 clusters Score -4873200 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4873329.000000 Penalty: 5074.124512
	Iteration 17Q: 3 clusters Score -4873329 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4873355.500000 Penalty: 5074.124512
	Iteration 18Q: 3 clusters Score -4873356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4873399.000000 Penalty: 5074.124512
	Iteration 19Q: 3 clusters Score -4873399 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4873406.000000 Penalty: 5074.124512
	Iteration 20F: 3 clusters Score -4873406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4873405.000000 Penalty: 5074.124512
	Iteration 21Q: 3 clusters Score -4873405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4873406.500000 Penalty: 5074.124512
	Iteration 22Q: 3 clusters Score -4873406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4873417.500000 Penalty: 5074.124512
	Iteration 23Q: 3 clusters Score -4873418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4873412.500000 Penalty: 5074.124512
	Iteration 24Q: 3 clusters Score -4873412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4873418.500000 Penalty: 5074.124512
	Iteration 25Q: 3 clusters Score -4873418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4873417.500000 Penalty: 5074.124512
	Iteration 26Q: 3 clusters Score -4873418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4873422.500000 Penalty: 5074.124512
	Iteration 27Q: 3 clusters Score -4873422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4873429.000000 Penalty: 5074.124512
	Iteration 28Q: 3 clusters Score -4873429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4873433.500000 Penalty: 5074.124512
	Iteration 29Q: 3 clusters Score -4873434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4873440.500000 Penalty: 5074.124512
	Iteration 30Q: 3 clusters Score -4873440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4873447.000000 Penalty: 5074.124512
	Iteration 31Q: 3 clusters Score -4873447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4873454.000000 Penalty: 5074.124512
	Iteration 32Q: 3 clusters Score -4873454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4873447.000000 Penalty: 5074.124512
	Iteration 33Q: 3 clusters Score -4873447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4873447.000000 Penalty: 5074.124512
	Iteration 34Q: 3 clusters Score -4873447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4873438.000000 Penalty: 5074.124512
	Iteration 35Q: 3 clusters Score -4873438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4873437.500000 Penalty: 5074.124512
	Iteration 36Q: 3 clusters Score -4873438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -4873442.000000 Penalty: 5074.124512
	Iteration 37Q: 3 clusters Score -4873442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4873437.000000 Penalty: 5074.124512
	Iteration 38Q: 3 clusters Score -4873437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4873433.500000 Penalty: 5074.124512
	Iteration 39Q: 3 clusters Score -4873434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4873438.500000 Penalty: 5074.124512
	Iteration 40F: 3 clusters Score -4873438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4873438.500000 Penalty: 5074.124512
	Iteration 41Q: 3 clusters Score -4873438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4873441.500000 Penalty: 5074.124512
	Iteration 42Q: 3 clusters Score -4873442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4873441.500000 Penalty: 5074.124512
	Iteration 43F: 3 clusters Score -4873442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 44839 members 
Mstep: Class 3 contains 24083 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55789 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 24573 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 50778 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 44334 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44646 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48313 members 
Mstep: Class 29 contains 50384 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47126 members 
Mstep: Class 32 contains 44644 members 
Mstep: Class 33 contains 52584 members 
Mstep: Class 34 contains 46018 members 
Mstep: Class 35 contains 47808 members 
Mstep: Class 36 contains 49255 members 
Mstep: Class 37 contains 1147 members 
Mstep: Class 38 contains 20191 members 
Entering Unmasked Estep 
Score: -196411312.000000 Penalty: 131281.953125
Splitting cluster 6 changes total score from -196412864.000000 to -196411312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (24573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Entering Unmasked Estep 
Score: -4273278.500000 Penalty: 2507.132080
	Iteration 0F: 2 clusters Score -4273278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4256373.000000 Penalty: 5014.264160
	Iteration 0F: 3 clusters Score -4256373 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4262263.000000 Penalty: 5014.264160
	Iteration 1F: 3 clusters Score -4262263 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4262736.500000 Penalty: 5014.264160
	Iteration 2F: 3 clusters Score -4262736 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4263168.000000 Penalty: 5014.264160
	Iteration 3Q: 3 clusters Score -4263168 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4263576.500000 Penalty: 5014.264160
	Iteration 4Q: 3 clusters Score -4263576 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4264068.500000 Penalty: 5014.264160
	Iteration 5Q: 3 clusters Score -4264068 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4264707.500000 Penalty: 5014.264160
	Iteration 6Q: 3 clusters Score -4264708 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4265564.000000 Penalty: 5014.264160
	Iteration 7F: 3 clusters Score -4265564 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4266659.000000 Penalty: 5014.264160
	Iteration 8F: 3 clusters Score -4266659 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4267924.000000 Penalty: 5014.264160
	Iteration 9F: 3 clusters Score -4267924 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -4269065.000000 Penalty: 5014.264160
	Iteration 10F: 3 clusters Score -4269065 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4270004.000000 Penalty: 5014.264160
	Iteration 11Q: 3 clusters Score -4270004 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4270544.500000 Penalty: 5014.264160
	Iteration 12Q: 3 clusters Score -4270544 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4270838.000000 Penalty: 5014.264160
	Iteration 13Q: 3 clusters Score -4270838 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -4271034.000000 Penalty: 5014.264160
	Iteration 14Q: 3 clusters Score -4271034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4271151.000000 Penalty: 5014.264160
	Iteration 15Q: 3 clusters Score -4271151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4271210.000000 Penalty: 5014.264160
	Iteration 16Q: 3 clusters Score -4271210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -4271241.500000 Penalty: 5014.264160
	Iteration 17Q: 3 clusters Score -4271242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4271261.500000 Penalty: 5014.264160
	Iteration 18Q: 3 clusters Score -4271262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4271279.000000 Penalty: 5014.264160
	Iteration 19Q: 3 clusters Score -4271279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4271289.500000 Penalty: 5014.264160
	Iteration 20F: 3 clusters Score -4271290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4271294.500000 Penalty: 5014.264160
	Iteration 21Q: 3 clusters Score -4271294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4271299.500000 Penalty: 5014.264160
	Iteration 22Q: 3 clusters Score -4271300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4271297.000000 Penalty: 5014.264160
	Iteration 23Q: 3 clusters Score -4271297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4271297.000000 Penalty: 5014.264160
	Iteration 24F: 3 clusters Score -4271297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -939278.437500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -939278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -934459.750000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -934459.8 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -935817.312500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -935817.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -936321.437500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -936321.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -936682.562500 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -936682.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -936915.375000 Penalty: 4262.884277
	Iteration 4F: 3 clusters Score -936915.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -937078.562500 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -937078.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -937213.562500 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -937213.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -937332.500000 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -937332.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -937440.875000 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -937440.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -937535.562500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -937535.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -937603.687500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -937603.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -937653.125000 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -937653.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -937691.187500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -937691.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -937715.750000 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -937715.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -937734.562500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -937734.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -937750.625000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -937750.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -937758.937500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -937758.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -937771.500000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -937771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -937785.500000 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -937785.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -937794.625000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -937794.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -937808.625000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -937808.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -937819.125000 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -937819.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -937832.750000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -937832.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -937845.375000 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -937845.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -937858.500000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -937858.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -937874.250000 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -937874.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -937884.312500 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -937884.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -937896.125000 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -937896.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -937911.687500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -937911.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -937931.812500 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -937931.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -937951.125000 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -937951.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -937968.437500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -937968.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -937981.062500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -937981.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -937991.187500 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -937991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -937998.062500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -937998.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -938004.125000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -938004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -938012.500000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -938012.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -938016.437500 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -938016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -938020.062500 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -938020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -938020.562500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -938020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -938021.625000 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -938021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -938022.750000 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -938022.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -938024.250000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -938024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -938025.750000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -938025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -938027.562500 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -938027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -938028.875000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -938028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -938032.437500 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -938032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -938033.562500 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -938033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -938034.375000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -938034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -938036.812500 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -938036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -938036.937500 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -938036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -938041.125000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -938041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -938044.750000 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -938044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -938045.500000 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -938045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -938046.625000 Penalty: 4262.884277
	Iteration 54Q: 3 clusters Score -938046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -938046.625000 Penalty: 4262.884277
	Iteration 55F: 3 clusters Score -938046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Entering Unmasked Estep 
Score: -7353118.000000 Penalty: 2636.933838
	Iteration 0F: 2 clusters Score -7353118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7325558.500000 Penalty: 5273.867676
	Iteration 0F: 3 clusters Score -7325558 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7335770.000000 Penalty: 5273.867676
	Iteration 1F: 3 clusters Score -7335770 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -7336304.500000 Penalty: 5273.867676
	Iteration 2Q: 3 clusters Score -7336304 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -7336808.000000 Penalty: 5273.867676
	Iteration 3Q: 3 clusters Score -7336808 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -7337218.000000 Penalty: 5273.867676
	Iteration 4Q: 3 clusters Score -7337218 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -7337618.000000 Penalty: 5273.867676
	Iteration 5Q: 3 clusters Score -7337618 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -7337978.500000 Penalty: 5273.867676
	Iteration 6Q: 3 clusters Score -7337978 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -7338339.000000 Penalty: 5273.867676
	Iteration 7Q: 3 clusters Score -7338339 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -7338759.000000 Penalty: 5273.867676
	Iteration 8Q: 3 clusters Score -7338759 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -7339216.000000 Penalty: 5273.867676
	Iteration 9Q: 3 clusters Score -7339216 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -7339756.500000 Penalty: 5273.867676
	Iteration 10Q: 3 clusters Score -7339756 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7340484.000000 Penalty: 5273.867676
	Iteration 11Q: 3 clusters Score -7340484 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -7341382.500000 Penalty: 5273.867676
	Iteration 12Q: 3 clusters Score -7341382 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -7342566.000000 Penalty: 5273.867676
	Iteration 13Q: 3 clusters Score -7342566 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -7343980.000000 Penalty: 5273.867676
	Iteration 14Q: 3 clusters Score -7343980 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -7345506.000000 Penalty: 5273.867676
	Iteration 15Q: 3 clusters Score -7345506 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -7346987.000000 Penalty: 5273.867676
	Iteration 16Q: 3 clusters Score -7346987 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -7348175.000000 Penalty: 5273.867676
	Iteration 17Q: 3 clusters Score -7348175 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -7348849.500000 Penalty: 5273.867676
	Iteration 18Q: 3 clusters Score -7348850 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -7349234.000000 Penalty: 5273.867676
	Iteration 19Q: 3 clusters Score -7349234 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -7349477.500000 Penalty: 5273.867676
	Iteration 20F: 3 clusters Score -7349478 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -7349609.000000 Penalty: 5273.867676
	Iteration 21Q: 3 clusters Score -7349609 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -7349677.500000 Penalty: 5273.867676
	Iteration 22Q: 3 clusters Score -7349678 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -7349721.500000 Penalty: 5273.867676
	Iteration 23Q: 3 clusters Score -7349722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -7349765.500000 Penalty: 5273.867676
	Iteration 24Q: 3 clusters Score -7349766 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -7349783.000000 Penalty: 5273.867676
	Iteration 25Q: 3 clusters Score -7349783 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -7349823.500000 Penalty: 5273.867676
	Iteration 26Q: 3 clusters Score -7349824 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -7349870.500000 Penalty: 5273.867676
	Iteration 27Q: 3 clusters Score -7349870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -7349879.000000 Penalty: 5273.867676
	Iteration 28Q: 3 clusters Score -7349879 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -7349915.500000 Penalty: 5273.867676
	Iteration 29Q: 3 clusters Score -7349916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -7349950.500000 Penalty: 5273.867676
	Iteration 30Q: 3 clusters Score -7349950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -7349949.000000 Penalty: 5273.867676
	Iteration 31Q: 3 clusters Score -7349949 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -7349962.500000 Penalty: 5273.867676
	Iteration 32Q: 3 clusters Score -7349962 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -7349988.000000 Penalty: 5273.867676
	Iteration 33Q: 3 clusters Score -7349988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -7350016.000000 Penalty: 5273.867676
	Iteration 34Q: 3 clusters Score -7350016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -7350004.500000 Penalty: 5273.867676
	Iteration 35Q: 3 clusters Score -7350004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7350042.000000 Penalty: 5273.867676
	Iteration 36Q: 3 clusters Score -7350042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -7350058.500000 Penalty: 5273.867676
	Iteration 37Q: 3 clusters Score -7350058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -7350078.500000 Penalty: 5273.867676
	Iteration 38Q: 3 clusters Score -7350078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -7350077.000000 Penalty: 5273.867676
	Iteration 39Q: 3 clusters Score -7350077 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -7350102.000000 Penalty: 5273.867676
	Iteration 40F: 3 clusters Score -7350102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -7350113.000000 Penalty: 5273.867676
	Iteration 41Q: 3 clusters Score -7350113 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -7350124.500000 Penalty: 5273.867676
	Iteration 42Q: 3 clusters Score -7350124 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -7350135.000000 Penalty: 5273.867676
	Iteration 43Q: 3 clusters Score -7350135 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -7350153.500000 Penalty: 5273.867676
	Iteration 44Q: 3 clusters Score -7350154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7350165.000000 Penalty: 5273.867676
	Iteration 45Q: 3 clusters Score -7350165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -7350157.000000 Penalty: 5273.867676
	Iteration 46Q: 3 clusters Score -7350157 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7350188.000000 Penalty: 5273.867676
	Iteration 47Q: 3 clusters Score -7350188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -7350206.500000 Penalty: 5273.867676
	Iteration 48Q: 3 clusters Score -7350206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7350228.500000 Penalty: 5273.867676
	Iteration 49Q: 3 clusters Score -7350228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -7350253.000000 Penalty: 5273.867676
	Iteration 50Q: 3 clusters Score -7350253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -7350282.500000 Penalty: 5273.867676
	Iteration 51Q: 3 clusters Score -7350282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -7350310.000000 Penalty: 5273.867676
	Iteration 52Q: 3 clusters Score -7350310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -7350322.000000 Penalty: 5273.867676
	Iteration 53Q: 3 clusters Score -7350322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7350347.500000 Penalty: 5273.867676
	Iteration 54Q: 3 clusters Score -7350348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7350364.500000 Penalty: 5273.867676
	Iteration 55Q: 3 clusters Score -7350364 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7350385.000000 Penalty: 5273.867676
	Iteration 56Q: 3 clusters Score -7350385 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7350412.500000 Penalty: 5273.867676
	Iteration 57Q: 3 clusters Score -7350412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7350426.500000 Penalty: 5273.867676
	Iteration 58Q: 3 clusters Score -7350426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7350435.000000 Penalty: 5273.867676
	Iteration 59Q: 3 clusters Score -7350435 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -7350472.000000 Penalty: 5273.867676
	Iteration 60F: 3 clusters Score -7350472 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7350515.000000 Penalty: 5273.867676
	Iteration 61Q: 3 clusters Score -7350515 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7350562.500000 Penalty: 5273.867676
	Iteration 62Q: 3 clusters Score -7350562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7350624.500000 Penalty: 5273.867676
	Iteration 63Q: 3 clusters Score -7350624 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7350678.500000 Penalty: 5273.867676
	Iteration 64Q: 3 clusters Score -7350678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7350709.000000 Penalty: 5273.867676
	Iteration 65Q: 3 clusters Score -7350709 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7350753.000000 Penalty: 5273.867676
	Iteration 66Q: 3 clusters Score -7350753 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7350793.500000 Penalty: 5273.867676
	Iteration 67Q: 3 clusters Score -7350794 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7350867.000000 Penalty: 5273.867676
	Iteration 68Q: 3 clusters Score -7350867 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7350930.500000 Penalty: 5273.867676
	Iteration 69Q: 3 clusters Score -7350930 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7350988.000000 Penalty: 5273.867676
	Iteration 70Q: 3 clusters Score -7350988 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7351058.000000 Penalty: 5273.867676
	Iteration 71Q: 3 clusters Score -7351058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7351119.000000 Penalty: 5273.867676
	Iteration 72Q: 3 clusters Score -7351119 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7351143.000000 Penalty: 5273.867676
	Iteration 73Q: 3 clusters Score -7351143 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7351190.000000 Penalty: 5273.867676
	Iteration 74Q: 3 clusters Score -7351190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7351238.000000 Penalty: 5273.867676
	Iteration 75Q: 3 clusters Score -7351238 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7351320.500000 Penalty: 5273.867676
	Iteration 76Q: 3 clusters Score -7351320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7351367.000000 Penalty: 5273.867676
	Iteration 77Q: 3 clusters Score -7351367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7351402.000000 Penalty: 5273.867676
	Iteration 78Q: 3 clusters Score -7351402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7351418.000000 Penalty: 5273.867676
	Iteration 79Q: 3 clusters Score -7351418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7351450.500000 Penalty: 5273.867676
	Iteration 80F: 3 clusters Score -7351450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7351487.500000 Penalty: 5273.867676
	Iteration 81Q: 3 clusters Score -7351488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7351494.500000 Penalty: 5273.867676
	Iteration 82Q: 3 clusters Score -7351494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7351506.000000 Penalty: 5273.867676
	Iteration 83Q: 3 clusters Score -7351506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7351529.000000 Penalty: 5273.867676
	Iteration 84Q: 3 clusters Score -7351529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7351536.500000 Penalty: 5273.867676
	Iteration 85Q: 3 clusters Score -7351536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7351541.000000 Penalty: 5273.867676
	Iteration 86Q: 3 clusters Score -7351541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7351551.500000 Penalty: 5273.867676
	Iteration 87Q: 3 clusters Score -7351552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7351543.000000 Penalty: 5273.867676
	Iteration 88Q: 3 clusters Score -7351543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7351545.000000 Penalty: 5273.867676
	Iteration 89Q: 3 clusters Score -7351545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7351547.500000 Penalty: 5273.867676
	Iteration 90Q: 3 clusters Score -7351548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7351551.500000 Penalty: 5273.867676
	Iteration 91Q: 3 clusters Score -7351552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7351546.000000 Penalty: 5273.867676
	Iteration 92Q: 3 clusters Score -7351546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7351545.000000 Penalty: 5273.867676
	Iteration 93Q: 3 clusters Score -7351545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7351543.000000 Penalty: 5273.867676
	Iteration 94Q: 3 clusters Score -7351543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7351545.500000 Penalty: 5273.867676
	Iteration 95Q: 3 clusters Score -7351546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7351548.000000 Penalty: 5273.867676
	Iteration 96Q: 3 clusters Score -7351548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7351548.000000 Penalty: 5273.867676
	Iteration 97F: 3 clusters Score -7351548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Entering Unmasked Estep 
Score: -2871451.000000 Penalty: 2403.913086
	Iteration 0F: 2 clusters Score -2871451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2859729.000000 Penalty: 4807.826172
	Iteration 0F: 3 clusters Score -2859729 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2863541.750000 Penalty: 4807.826172
	Iteration 1F: 3 clusters Score -2863542 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2864052.000000 Penalty: 4807.826172
	Iteration 2F: 3 clusters Score -2864052 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2864564.000000 Penalty: 4807.826172
	Iteration 3F: 3 clusters Score -2864564 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2865114.000000 Penalty: 4807.826172
	Iteration 4F: 3 clusters Score -2865114 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2865709.000000 Penalty: 4807.826172
	Iteration 5F: 3 clusters Score -2865709 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2866347.750000 Penalty: 4807.826172
	Iteration 6F: 3 clusters Score -2866348 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2866982.000000 Penalty: 4807.826172
	Iteration 7F: 3 clusters Score -2866982 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2867572.750000 Penalty: 4807.826172
	Iteration 8F: 3 clusters Score -2867573 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2868116.000000 Penalty: 4807.826172
	Iteration 9Q: 3 clusters Score -2868116 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2868620.500000 Penalty: 4807.826172
	Iteration 10Q: 3 clusters Score -2868620 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2868971.500000 Penalty: 4807.826172
	Iteration 11Q: 3 clusters Score -2868972 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2869226.250000 Penalty: 4807.826172
	Iteration 12Q: 3 clusters Score -2869226 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2869417.750000 Penalty: 4807.826172
	Iteration 13Q: 3 clusters Score -2869418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2869554.750000 Penalty: 4807.826172
	Iteration 14Q: 3 clusters Score -2869555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2869621.500000 Penalty: 4807.826172
	Iteration 15Q: 3 clusters Score -2869622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2869666.000000 Penalty: 4807.826172
	Iteration 16Q: 3 clusters Score -2869666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2869703.000000 Penalty: 4807.826172
	Iteration 17Q: 3 clusters Score -2869703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2869737.250000 Penalty: 4807.826172
	Iteration 18Q: 3 clusters Score -2869737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2869767.750000 Penalty: 4807.826172
	Iteration 19Q: 3 clusters Score -2869768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2869784.500000 Penalty: 4807.826172
	Iteration 20F: 3 clusters Score -2869784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2869799.000000 Penalty: 4807.826172
	Iteration 21Q: 3 clusters Score -2869799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2869809.250000 Penalty: 4807.826172
	Iteration 22Q: 3 clusters Score -2869809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2869820.750000 Penalty: 4807.826172
	Iteration 23Q: 3 clusters Score -2869821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2869830.750000 Penalty: 4807.826172
	Iteration 24Q: 3 clusters Score -2869831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2869840.000000 Penalty: 4807.826172
	Iteration 25Q: 3 clusters Score -2869840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2869842.250000 Penalty: 4807.826172
	Iteration 26Q: 3 clusters Score -2869842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2869839.500000 Penalty: 4807.826172
	Iteration 27Q: 3 clusters Score -2869840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2869838.750000 Penalty: 4807.826172
	Iteration 28Q: 3 clusters Score -2869839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2869840.250000 Penalty: 4807.826172
	Iteration 29Q: 3 clusters Score -2869840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2869839.000000 Penalty: 4807.826172
	Iteration 30Q: 3 clusters Score -2869839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2869839.500000 Penalty: 4807.826172
	Iteration 31Q: 3 clusters Score -2869840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2869841.500000 Penalty: 4807.826172
	Iteration 32Q: 3 clusters Score -2869842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2869845.750000 Penalty: 4807.826172
	Iteration 33Q: 3 clusters Score -2869846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2869845.500000 Penalty: 4807.826172
	Iteration 34Q: 3 clusters Score -2869846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2869849.250000 Penalty: 4807.826172
	Iteration 35Q: 3 clusters Score -2869849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2869848.750000 Penalty: 4807.826172
	Iteration 36Q: 3 clusters Score -2869849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2869848.750000 Penalty: 4807.826172
	Iteration 37F: 3 clusters Score -2869849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 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 273 members 
Entering Unmasked Estep 
Score: -46174.707031 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46174.71 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46611.183594 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46611.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46959.058594 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -46959.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47363.984375 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -47363.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47560.179688 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -47560.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47608.863281 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -47608.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47677.964844 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -47677.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47686.312500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -47686.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47689.449219 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -47689.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47689.449219 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -47689.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 44839 members 
Mstep: Class 3 contains 24083 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55789 members 
Mstep: Class 6 contains 27725 members 
Mstep: Class 7 contains 24573 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 416 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 50778 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 44334 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44646 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48313 members 
Mstep: Class 29 contains 50384 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47126 members 
Mstep: Class 32 contains 44644 members 
Mstep: Class 33 contains 52584 members 
Mstep: Class 34 contains 46018 members 
Mstep: Class 35 contains 47808 members 
Mstep: Class 36 contains 49255 members 
Mstep: Class 37 contains 1147 members 
Mstep: Class 38 contains 134 members 
Entering Unmasked Estep 
Score: -196411280.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196412864.000000 to -196411280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -1222615.125000 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -1222615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1216835.500000 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -1216836 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1218549.625000 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -1218550 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1218986.000000 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -1218986 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1219310.125000 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -1219310 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1219581.375000 Penalty: 4390.140625
	Iteration 4F: 3 clusters Score -1219581 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1219875.875000 Penalty: 4390.140625
	Iteration 5F: 3 clusters Score -1219876 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1220261.250000 Penalty: 4390.140625
	Iteration 6F: 3 clusters Score -1220261 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1220624.625000 Penalty: 4390.140625
	Iteration 7F: 3 clusters Score -1220625 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1220914.750000 Penalty: 4390.140625
	Iteration 8F: 3 clusters Score -1220915 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1221118.250000 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -1221118 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1221245.875000 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -1221246 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1221365.250000 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -1221365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1221448.375000 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -1221448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1221499.000000 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -1221499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1221543.500000 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -1221544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1221571.000000 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -1221571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1221587.500000 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -1221588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1221599.500000 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -1221600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1221612.875000 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -1221613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1221627.250000 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -1221627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1221641.500000 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -1221642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1221646.625000 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -1221647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1221657.625000 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -1221658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1221660.750000 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -1221661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1221661.500000 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -1221662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1221666.750000 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -1221667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1221667.750000 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -1221668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1221672.625000 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -1221673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1221673.125000 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -1221673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1221676.625000 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -1221677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1221679.750000 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -1221680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1221681.625000 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -1221682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1221684.500000 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -1221684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1221687.625000 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -1221688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1221688.125000 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -1221688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1221690.500000 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -1221690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1221694.625000 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -1221695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1221697.250000 Penalty: 4390.140625
	Iteration 37Q: 3 clusters Score -1221697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1221702.000000 Penalty: 4390.140625
	Iteration 38Q: 3 clusters Score -1221702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1221707.875000 Penalty: 4390.140625
	Iteration 39Q: 3 clusters Score -1221708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1221710.375000 Penalty: 4390.140625
	Iteration 40F: 3 clusters Score -1221710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1221712.875000 Penalty: 4390.140625
	Iteration 41Q: 3 clusters Score -1221713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1221717.625000 Penalty: 4390.140625
	Iteration 42Q: 3 clusters Score -1221718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1221718.250000 Penalty: 4390.140625
	Iteration 43Q: 3 clusters Score -1221718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1221720.625000 Penalty: 4390.140625
	Iteration 44Q: 3 clusters Score -1221721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1221721.625000 Penalty: 4390.140625
	Iteration 45Q: 3 clusters Score -1221722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1221722.375000 Penalty: 4390.140625
	Iteration 46Q: 3 clusters Score -1221722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1221724.125000 Penalty: 4390.140625
	Iteration 47Q: 3 clusters Score -1221724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1221724.000000 Penalty: 4390.140625
	Iteration 48Q: 3 clusters Score -1221724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1221723.875000 Penalty: 4390.140625
	Iteration 49Q: 3 clusters Score -1221724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1221726.750000 Penalty: 4390.140625
	Iteration 50Q: 3 clusters Score -1221727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1221728.250000 Penalty: 4390.140625
	Iteration 51Q: 3 clusters Score -1221728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1221728.000000 Penalty: 4390.140625
	Iteration 52Q: 3 clusters Score -1221728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1221727.750000 Penalty: 4390.140625
	Iteration 53Q: 3 clusters Score -1221728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1221728.750000 Penalty: 4390.140625
	Iteration 54Q: 3 clusters Score -1221729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1221727.250000 Penalty: 4390.140625
	Iteration 55Q: 3 clusters Score -1221727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1221727.250000 Penalty: 4390.140625
	Iteration 56F: 3 clusters Score -1221727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Entering Unmasked Estep 
Score: -9176138.000000 Penalty: 2687.134277
	Iteration 0F: 2 clusters Score -9176138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -9145502.000000 Penalty: 5374.268555
	Iteration 0F: 3 clusters Score -9145502 nChanged 23412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -9158513.000000 Penalty: 5374.268555
	Iteration 1F: 3 clusters Score -9158513 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -9158856.000000 Penalty: 5374.268555
	Iteration 2Q: 3 clusters Score -9158856 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -9159202.000000 Penalty: 5374.268555
	Iteration 3Q: 3 clusters Score -9159202 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -9159555.000000 Penalty: 5374.268555
	Iteration 4Q: 3 clusters Score -9159555 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -9159868.000000 Penalty: 5374.268555
	Iteration 5Q: 3 clusters Score -9159868 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -9160243.000000 Penalty: 5374.268555
	Iteration 6Q: 3 clusters Score -9160243 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9160552.000000 Penalty: 5374.268555
	Iteration 7Q: 3 clusters Score -9160552 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -9160848.000000 Penalty: 5374.268555
	Iteration 8Q: 3 clusters Score -9160848 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -9161162.000000 Penalty: 5374.268555
	Iteration 9Q: 3 clusters Score -9161162 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -9161528.000000 Penalty: 5374.268555
	Iteration 10Q: 3 clusters Score -9161528 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -9161946.000000 Penalty: 5374.268555
	Iteration 11Q: 3 clusters Score -9161946 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -9162498.000000 Penalty: 5374.268555
	Iteration 12Q: 3 clusters Score -9162498 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -9163167.000000 Penalty: 5374.268555
	Iteration 13Q: 3 clusters Score -9163167 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -9164057.000000 Penalty: 5374.268555
	Iteration 14Q: 3 clusters Score -9164057 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -9165296.000000 Penalty: 5374.268555
	Iteration 15Q: 3 clusters Score -9165296 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -9166856.000000 Penalty: 5374.268555
	Iteration 16F: 3 clusters Score -9166856 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -9168613.000000 Penalty: 5374.268555
	Iteration 17F: 3 clusters Score -9168613 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -9170276.000000 Penalty: 5374.268555
	Iteration 18F: 3 clusters Score -9170276 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -9171678.000000 Penalty: 5374.268555
	Iteration 19Q: 3 clusters Score -9171678 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -9172454.000000 Penalty: 5374.268555
	Iteration 20F: 3 clusters Score -9172454 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9173013.000000 Penalty: 5374.268555
	Iteration 21Q: 3 clusters Score -9173013 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9173341.000000 Penalty: 5374.268555
	Iteration 22Q: 3 clusters Score -9173341 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9173528.000000 Penalty: 5374.268555
	Iteration 23Q: 3 clusters Score -9173528 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9173628.000000 Penalty: 5374.268555
	Iteration 24Q: 3 clusters Score -9173628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9173693.000000 Penalty: 5374.268555
	Iteration 25Q: 3 clusters Score -9173693 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9173727.000000 Penalty: 5374.268555
	Iteration 26Q: 3 clusters Score -9173727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9173755.000000 Penalty: 5374.268555
	Iteration 27Q: 3 clusters Score -9173755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9173788.000000 Penalty: 5374.268555
	Iteration 28Q: 3 clusters Score -9173788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9173802.000000 Penalty: 5374.268555
	Iteration 29Q: 3 clusters Score -9173802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9173807.000000 Penalty: 5374.268555
	Iteration 30Q: 3 clusters Score -9173807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9173819.000000 Penalty: 5374.268555
	Iteration 31Q: 3 clusters Score -9173819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9173836.000000 Penalty: 5374.268555
	Iteration 32Q: 3 clusters Score -9173836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9173826.000000 Penalty: 5374.268555
	Iteration 33Q: 3 clusters Score -9173826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9173826.000000 Penalty: 5374.268555
	Iteration 34F: 3 clusters Score -9173826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -139753.656250 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -139753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137998.859375 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -137998.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138359.687500 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -138359.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -138532.609375 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -138532.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -138699.656250 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -138699.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -138821.343750 Penalty: 3332.031250
	Iteration 4F: 3 clusters Score -138821.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -138938.906250 Penalty: 3332.031250
	Iteration 5Q: 3 clusters Score -138938.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -138988.734375 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -138988.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -139060.953125 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -139061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -139117.703125 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -139117.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -139184.406250 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -139184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -139269.250000 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -139269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -139287.203125 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -139287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -139296.937500 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -139296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -139300.156250 Penalty: 3332.031250
	Iteration 13Q: 3 clusters Score -139300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -139300.156250 Penalty: 3332.031250
	Iteration 14F: 3 clusters Score -139300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Entering Unmasked Estep 
Score: -3025209.000000 Penalty: 2418.631836
	Iteration 0F: 2 clusters Score -3025209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3013045.500000 Penalty: 4837.263672
	Iteration 0F: 3 clusters Score -3013046 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3017085.500000 Penalty: 4837.263672
	Iteration 1F: 3 clusters Score -3017086 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3017499.500000 Penalty: 4837.263672
	Iteration 2F: 3 clusters Score -3017500 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3017869.000000 Penalty: 4837.263672
	Iteration 3Q: 3 clusters Score -3017869 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3018203.750000 Penalty: 4837.263672
	Iteration 4Q: 3 clusters Score -3018204 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3018516.500000 Penalty: 4837.263672
	Iteration 5Q: 3 clusters Score -3018516 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3018877.750000 Penalty: 4837.263672
	Iteration 6Q: 3 clusters Score -3018878 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3019225.750000 Penalty: 4837.263672
	Iteration 7Q: 3 clusters Score -3019226 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3019657.250000 Penalty: 4837.263672
	Iteration 8Q: 3 clusters Score -3019657 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3020137.000000 Penalty: 4837.263672
	Iteration 9Q: 3 clusters Score -3020137 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3020592.750000 Penalty: 4837.263672
	Iteration 10Q: 3 clusters Score -3020593 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3021009.500000 Penalty: 4837.263672
	Iteration 11Q: 3 clusters Score -3021010 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3021378.750000 Penalty: 4837.263672
	Iteration 12Q: 3 clusters Score -3021379 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3021689.500000 Penalty: 4837.263672
	Iteration 13Q: 3 clusters Score -3021690 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3021896.750000 Penalty: 4837.263672
	Iteration 14Q: 3 clusters Score -3021897 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3022049.000000 Penalty: 4837.263672
	Iteration 15Q: 3 clusters Score -3022049 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3022202.000000 Penalty: 4837.263672
	Iteration 16Q: 3 clusters Score -3022202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3022318.500000 Penalty: 4837.263672
	Iteration 17Q: 3 clusters Score -3022318 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3022433.000000 Penalty: 4837.263672
	Iteration 18Q: 3 clusters Score -3022433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3022544.500000 Penalty: 4837.263672
	Iteration 19Q: 3 clusters Score -3022544 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3022641.750000 Penalty: 4837.263672
	Iteration 20F: 3 clusters Score -3022642 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3022715.000000 Penalty: 4837.263672
	Iteration 21Q: 3 clusters Score -3022715 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3022774.500000 Penalty: 4837.263672
	Iteration 22Q: 3 clusters Score -3022774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3022835.000000 Penalty: 4837.263672
	Iteration 23Q: 3 clusters Score -3022835 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3022886.500000 Penalty: 4837.263672
	Iteration 24Q: 3 clusters Score -3022886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3022931.250000 Penalty: 4837.263672
	Iteration 25Q: 3 clusters Score -3022931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3022967.500000 Penalty: 4837.263672
	Iteration 26Q: 3 clusters Score -3022968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3022998.500000 Penalty: 4837.263672
	Iteration 27Q: 3 clusters Score -3022998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3023021.500000 Penalty: 4837.263672
	Iteration 28Q: 3 clusters Score -3023022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3023032.500000 Penalty: 4837.263672
	Iteration 29Q: 3 clusters Score -3023032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3023051.250000 Penalty: 4837.263672
	Iteration 30Q: 3 clusters Score -3023051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3023061.000000 Penalty: 4837.263672
	Iteration 31Q: 3 clusters Score -3023061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3023071.500000 Penalty: 4837.263672
	Iteration 32Q: 3 clusters Score -3023072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3023081.500000 Penalty: 4837.263672
	Iteration 33Q: 3 clusters Score -3023082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3023090.000000 Penalty: 4837.263672
	Iteration 34Q: 3 clusters Score -3023090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3023093.750000 Penalty: 4837.263672
	Iteration 35Q: 3 clusters Score -3023094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3023099.500000 Penalty: 4837.263672
	Iteration 36Q: 3 clusters Score -3023100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3023108.500000 Penalty: 4837.263672
	Iteration 37Q: 3 clusters Score -3023108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3023119.250000 Penalty: 4837.263672
	Iteration 38Q: 3 clusters Score -3023119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3023127.750000 Penalty: 4837.263672
	Iteration 39Q: 3 clusters Score -3023128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3023134.750000 Penalty: 4837.263672
	Iteration 40F: 3 clusters Score -3023135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3023142.000000 Penalty: 4837.263672
	Iteration 41Q: 3 clusters Score -3023142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3023147.250000 Penalty: 4837.263672
	Iteration 42Q: 3 clusters Score -3023147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3023155.000000 Penalty: 4837.263672
	Iteration 43Q: 3 clusters Score -3023155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3023161.000000 Penalty: 4837.263672
	Iteration 44Q: 3 clusters Score -3023161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3023167.500000 Penalty: 4837.263672
	Iteration 45Q: 3 clusters Score -3023168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3023171.750000 Penalty: 4837.263672
	Iteration 46Q: 3 clusters Score -3023172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3023175.250000 Penalty: 4837.263672
	Iteration 47Q: 3 clusters Score -3023175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3023177.750000 Penalty: 4837.263672
	Iteration 48Q: 3 clusters Score -3023178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3023181.750000 Penalty: 4837.263672
	Iteration 49Q: 3 clusters Score -3023182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3023181.500000 Penalty: 4837.263672
	Iteration 50Q: 3 clusters Score -3023182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3023181.000000 Penalty: 4837.263672
	Iteration 51Q: 3 clusters Score -3023181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3023186.000000 Penalty: 4837.263672
	Iteration 52Q: 3 clusters Score -3023186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3023186.250000 Penalty: 4837.263672
	Iteration 53Q: 3 clusters Score -3023186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3023186.250000 Penalty: 4837.263672
	Iteration 54F: 3 clusters Score -3023186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Entering Unmasked Estep 
Score: -7572424.000000 Penalty: 2642.953613
	Iteration 0F: 2 clusters Score -7572424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -7544046.500000 Penalty: 5285.907227
	Iteration 0F: 3 clusters Score -7544046 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -7554976.500000 Penalty: 5285.907227
	Iteration 1F: 3 clusters Score -7554976 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -7555700.500000 Penalty: 5285.907227
	Iteration 2Q: 3 clusters Score -7555700 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -7556488.500000 Penalty: 5285.907227
	Iteration 3Q: 3 clusters Score -7556488 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -7557526.000000 Penalty: 5285.907227
	Iteration 4F: 3 clusters Score -7557526 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -7558814.000000 Penalty: 5285.907227
	Iteration 5F: 3 clusters Score -7558814 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -7560580.500000 Penalty: 5285.907227
	Iteration 6F: 3 clusters Score -7560580 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -7562780.000000 Penalty: 5285.907227
	Iteration 7F: 3 clusters Score -7562780 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -7564889.500000 Penalty: 5285.907227
	Iteration 8F: 3 clusters Score -7564890 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -7566543.500000 Penalty: 5285.907227
	Iteration 9F: 3 clusters Score -7566544 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7567723.500000 Penalty: 5285.907227
	Iteration 10Q: 3 clusters Score -7567724 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7568682.000000 Penalty: 5285.907227
	Iteration 11Q: 3 clusters Score -7568682 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7569359.500000 Penalty: 5285.907227
	Iteration 12Q: 3 clusters Score -7569360 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7569823.500000 Penalty: 5285.907227
	Iteration 13Q: 3 clusters Score -7569824 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7570122.500000 Penalty: 5285.907227
	Iteration 14Q: 3 clusters Score -7570122 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7570275.500000 Penalty: 5285.907227
	Iteration 15Q: 3 clusters Score -7570276 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7570401.000000 Penalty: 5285.907227
	Iteration 16Q: 3 clusters Score -7570401 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7570450.500000 Penalty: 5285.907227
	Iteration 17Q: 3 clusters Score -7570450 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7570531.000000 Penalty: 5285.907227
	Iteration 18Q: 3 clusters Score -7570531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7570586.500000 Penalty: 5285.907227
	Iteration 19Q: 3 clusters Score -7570586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7570621.500000 Penalty: 5285.907227
	Iteration 20F: 3 clusters Score -7570622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7570647.000000 Penalty: 5285.907227
	Iteration 21Q: 3 clusters Score -7570647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7570656.500000 Penalty: 5285.907227
	Iteration 22Q: 3 clusters Score -7570656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7570675.000000 Penalty: 5285.907227
	Iteration 23Q: 3 clusters Score -7570675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7570679.000000 Penalty: 5285.907227
	Iteration 24Q: 3 clusters Score -7570679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7570688.500000 Penalty: 5285.907227
	Iteration 25Q: 3 clusters Score -7570688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7570694.000000 Penalty: 5285.907227
	Iteration 26Q: 3 clusters Score -7570694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7570694.000000 Penalty: 5285.907227
	Iteration 27Q: 3 clusters Score -7570694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7570697.500000 Penalty: 5285.907227
	Iteration 28Q: 3 clusters Score -7570698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7570695.500000 Penalty: 5285.907227
	Iteration 29Q: 3 clusters Score -7570696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7570705.000000 Penalty: 5285.907227
	Iteration 30Q: 3 clusters Score -7570705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7570712.000000 Penalty: 5285.907227
	Iteration 31Q: 3 clusters Score -7570712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7570717.500000 Penalty: 5285.907227
	Iteration 32Q: 3 clusters Score -7570718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7570727.000000 Penalty: 5285.907227
	Iteration 33Q: 3 clusters Score -7570727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7570728.000000 Penalty: 5285.907227
	Iteration 34Q: 3 clusters Score -7570728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7570723.500000 Penalty: 5285.907227
	Iteration 35Q: 3 clusters Score -7570724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7570725.500000 Penalty: 5285.907227
	Iteration 36Q: 3 clusters Score -7570726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7570727.500000 Penalty: 5285.907227
	Iteration 37Q: 3 clusters Score -7570728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7570729.000000 Penalty: 5285.907227
	Iteration 38Q: 3 clusters Score -7570729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7570729.000000 Penalty: 5285.907227
	Iteration 39F: 3 clusters Score -7570729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Entering Unmasked Estep 
Score: -9547957.000000 Penalty: 2697.877197
	Iteration 0F: 2 clusters Score -9547957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -9517060.000000 Penalty: 5395.754395
	Iteration 0F: 3 clusters Score -9517060 nChanged 24419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9530499.000000 Penalty: 5395.754395
	Iteration 1F: 3 clusters Score -9530499 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -9531008.000000 Penalty: 5395.754395
	Iteration 2Q: 3 clusters Score -9531008 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -9531394.000000 Penalty: 5395.754395
	Iteration 3Q: 3 clusters Score -9531394 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -9531751.000000 Penalty: 5395.754395
	Iteration 4Q: 3 clusters Score -9531751 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -9532087.000000 Penalty: 5395.754395
	Iteration 5Q: 3 clusters Score -9532087 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -9532423.000000 Penalty: 5395.754395
	Iteration 6Q: 3 clusters Score -9532423 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -9532919.000000 Penalty: 5395.754395
	Iteration 7Q: 3 clusters Score -9532919 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -9533509.000000 Penalty: 5395.754395
	Iteration 8Q: 3 clusters Score -9533509 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -9534402.000000 Penalty: 5395.754395
	Iteration 9Q: 3 clusters Score -9534402 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -9535700.000000 Penalty: 5395.754395
	Iteration 10Q: 3 clusters Score -9535700 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -9537331.000000 Penalty: 5395.754395
	Iteration 11F: 3 clusters Score -9537331 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -9539367.000000 Penalty: 5395.754395
	Iteration 12F: 3 clusters Score -9539367 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -9541530.000000 Penalty: 5395.754395
	Iteration 13F: 3 clusters Score -9541530 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -9543180.000000 Penalty: 5395.754395
	Iteration 14Q: 3 clusters Score -9543180 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -9544310.000000 Penalty: 5395.754395
	Iteration 15Q: 3 clusters Score -9544310 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -9544991.000000 Penalty: 5395.754395
	Iteration 16Q: 3 clusters Score -9544991 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -9545337.000000 Penalty: 5395.754395
	Iteration 17Q: 3 clusters Score -9545337 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9545542.000000 Penalty: 5395.754395
	Iteration 18Q: 3 clusters Score -9545542 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -9545733.000000 Penalty: 5395.754395
	Iteration 19Q: 3 clusters Score -9545733 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -9545797.000000 Penalty: 5395.754395
	Iteration 20F: 3 clusters Score -9545797 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -9545860.000000 Penalty: 5395.754395
	Iteration 21Q: 3 clusters Score -9545860 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -9545915.000000 Penalty: 5395.754395
	Iteration 22Q: 3 clusters Score -9545915 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -9545960.000000 Penalty: 5395.754395
	Iteration 23Q: 3 clusters Score -9545960 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -9545984.000000 Penalty: 5395.754395
	Iteration 24Q: 3 clusters Score -9545984 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -9546013.000000 Penalty: 5395.754395
	Iteration 25Q: 3 clusters Score -9546013 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9546010.000000 Penalty: 5395.754395
	Iteration 26Q: 3 clusters Score -9546010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -9546019.000000 Penalty: 5395.754395
	Iteration 27Q: 3 clusters Score -9546019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -9546075.000000 Penalty: 5395.754395
	Iteration 28Q: 3 clusters Score -9546075 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -9546095.000000 Penalty: 5395.754395
	Iteration 29Q: 3 clusters Score -9546095 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9546102.000000 Penalty: 5395.754395
	Iteration 30Q: 3 clusters Score -9546102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -9546096.000000 Penalty: 5395.754395
	Iteration 31Q: 3 clusters Score -9546096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -9546106.000000 Penalty: 5395.754395
	Iteration 32Q: 3 clusters Score -9546106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -9546123.000000 Penalty: 5395.754395
	Iteration 33Q: 3 clusters Score -9546123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -9546131.000000 Penalty: 5395.754395
	Iteration 34Q: 3 clusters Score -9546131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -9546153.000000 Penalty: 5395.754395
	Iteration 35Q: 3 clusters Score -9546153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -9546134.000000 Penalty: 5395.754395
	Iteration 36Q: 3 clusters Score -9546134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -9546143.000000 Penalty: 5395.754395
	Iteration 37Q: 3 clusters Score -9546143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -9546161.000000 Penalty: 5395.754395
	Iteration 38Q: 3 clusters Score -9546161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -9546169.000000 Penalty: 5395.754395
	Iteration 39Q: 3 clusters Score -9546169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -9546175.000000 Penalty: 5395.754395
	Iteration 40F: 3 clusters Score -9546175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -9546192.000000 Penalty: 5395.754395
	Iteration 41Q: 3 clusters Score -9546192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9546196.000000 Penalty: 5395.754395
	Iteration 42Q: 3 clusters Score -9546196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -9546183.000000 Penalty: 5395.754395
	Iteration 43Q: 3 clusters Score -9546183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -9546210.000000 Penalty: 5395.754395
	Iteration 44Q: 3 clusters Score -9546210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -9546225.000000 Penalty: 5395.754395
	Iteration 45Q: 3 clusters Score -9546225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -9546222.000000 Penalty: 5395.754395
	Iteration 46Q: 3 clusters Score -9546222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -9546215.000000 Penalty: 5395.754395
	Iteration 47Q: 3 clusters Score -9546215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -9546222.000000 Penalty: 5395.754395
	Iteration 48Q: 3 clusters Score -9546222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -9546219.000000 Penalty: 5395.754395
	Iteration 49Q: 3 clusters Score -9546219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -9546215.000000 Penalty: 5395.754395
	Iteration 50Q: 3 clusters Score -9546215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -9546226.000000 Penalty: 5395.754395
	Iteration 51Q: 3 clusters Score -9546226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -9546207.000000 Penalty: 5395.754395
	Iteration 52Q: 3 clusters Score -9546207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -9546206.000000 Penalty: 5395.754395
	Iteration 53Q: 3 clusters Score -9546206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -9546212.000000 Penalty: 5395.754395
	Iteration 54Q: 3 clusters Score -9546212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -9546214.000000 Penalty: 5395.754395
	Iteration 55Q: 3 clusters Score -9546214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9546217.000000 Penalty: 5395.754395
	Iteration 56Q: 3 clusters Score -9546217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -9546215.000000 Penalty: 5395.754395
	Iteration 57Q: 3 clusters Score -9546215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -9546213.000000 Penalty: 5395.754395
	Iteration 58Q: 3 clusters Score -9546213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9546213.000000 Penalty: 5395.754395
	Iteration 59Q: 3 clusters Score -9546213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9546213.000000 Penalty: 5395.754395
	Iteration 60F: 3 clusters Score -9546213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -789491.937500 Penalty: 2081.686035
	Iteration 0F: 2 clusters Score -789491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -785367.750000 Penalty: 4163.372070
	Iteration 0F: 3 clusters Score -785367.8 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -786270.187500 Penalty: 4163.372070
	Iteration 1F: 3 clusters Score -786270.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -786459.125000 Penalty: 4163.372070
	Iteration 2F: 3 clusters Score -786459.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -786590.562500 Penalty: 4163.372070
	Iteration 3Q: 3 clusters Score -786590.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -786687.375000 Penalty: 4163.372070
	Iteration 4Q: 3 clusters Score -786687.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -786749.625000 Penalty: 4163.372070
	Iteration 5Q: 3 clusters Score -786749.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -786810.250000 Penalty: 4163.372070
	Iteration 6Q: 3 clusters Score -786810.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -786868.312500 Penalty: 4163.372070
	Iteration 7Q: 3 clusters Score -786868.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -786914.875000 Penalty: 4163.372070
	Iteration 8Q: 3 clusters Score -786914.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -786949.750000 Penalty: 4163.372070
	Iteration 9Q: 3 clusters Score -786949.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -786978.062500 Penalty: 4163.372070
	Iteration 10Q: 3 clusters Score -786978.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -787005.687500 Penalty: 4163.372070
	Iteration 11Q: 3 clusters Score -787005.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -787038.625000 Penalty: 4163.372070
	Iteration 12Q: 3 clusters Score -787038.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -787076.000000 Penalty: 4163.372070
	Iteration 13Q: 3 clusters Score -787076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -787118.000000 Penalty: 4163.372070
	Iteration 14Q: 3 clusters Score -787118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -787163.062500 Penalty: 4163.372070
	Iteration 15Q: 3 clusters Score -787163.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -787214.500000 Penalty: 4163.372070
	Iteration 16Q: 3 clusters Score -787214.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -787276.250000 Penalty: 4163.372070
	Iteration 17Q: 3 clusters Score -787276.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -787325.062500 Penalty: 4163.372070
	Iteration 18Q: 3 clusters Score -787325.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -787379.375000 Penalty: 4163.372070
	Iteration 19Q: 3 clusters Score -787379.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -787426.187500 Penalty: 4163.372070
	Iteration 20F: 3 clusters Score -787426.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -787483.937500 Penalty: 4163.372070
	Iteration 21Q: 3 clusters Score -787483.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -787523.312500 Penalty: 4163.372070
	Iteration 22Q: 3 clusters Score -787523.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -787550.625000 Penalty: 4163.372070
	Iteration 23Q: 3 clusters Score -787550.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -787567.437500 Penalty: 4163.372070
	Iteration 24Q: 3 clusters Score -787567.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -787583.000000 Penalty: 4163.372070
	Iteration 25Q: 3 clusters Score -787583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -787604.125000 Penalty: 4163.372070
	Iteration 26Q: 3 clusters Score -787604.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -787622.625000 Penalty: 4163.372070
	Iteration 27Q: 3 clusters Score -787622.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -787641.687500 Penalty: 4163.372070
	Iteration 28Q: 3 clusters Score -787641.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -787667.687500 Penalty: 4163.372070
	Iteration 29Q: 3 clusters Score -787667.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -787689.625000 Penalty: 4163.372070
	Iteration 30Q: 3 clusters Score -787689.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -787707.875000 Penalty: 4163.372070
	Iteration 31Q: 3 clusters Score -787707.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -787723.437500 Penalty: 4163.372070
	Iteration 32Q: 3 clusters Score -787723.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -787744.437500 Penalty: 4163.372070
	Iteration 33Q: 3 clusters Score -787744.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -787758.812500 Penalty: 4163.372070
	Iteration 34Q: 3 clusters Score -787758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -787765.312500 Penalty: 4163.372070
	Iteration 35Q: 3 clusters Score -787765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -787768.625000 Penalty: 4163.372070
	Iteration 36Q: 3 clusters Score -787768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -787772.437500 Penalty: 4163.372070
	Iteration 37Q: 3 clusters Score -787772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -787776.875000 Penalty: 4163.372070
	Iteration 38Q: 3 clusters Score -787776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -787781.625000 Penalty: 4163.372070
	Iteration 39Q: 3 clusters Score -787781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -787783.812500 Penalty: 4163.372070
	Iteration 40F: 3 clusters Score -787783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -787787.125000 Penalty: 4163.372070
	Iteration 41Q: 3 clusters Score -787787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -787790.375000 Penalty: 4163.372070
	Iteration 42Q: 3 clusters Score -787790.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -787792.062500 Penalty: 4163.372070
	Iteration 43Q: 3 clusters Score -787792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -787795.000000 Penalty: 4163.372070
	Iteration 44Q: 3 clusters Score -787795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -787794.812500 Penalty: 4163.372070
	Iteration 45Q: 3 clusters Score -787794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -787794.812500 Penalty: 4163.372070
	Iteration 46F: 3 clusters Score -787794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Entering Unmasked Estep 
Score: -8978915.000000 Penalty: 2682.146729
	Iteration 0F: 2 clusters Score -8978915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -8947205.000000 Penalty: 5364.293457
	Iteration 0F: 3 clusters Score -8947205 nChanged 23077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -8959747.000000 Penalty: 5364.293457
	Iteration 1F: 3 clusters Score -8959747 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -8960325.000000 Penalty: 5364.293457
	Iteration 2Q: 3 clusters Score -8960325 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8960949.000000 Penalty: 5364.293457
	Iteration 3Q: 3 clusters Score -8960949 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -8961845.000000 Penalty: 5364.293457
	Iteration 4Q: 3 clusters Score -8961845 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -8962778.000000 Penalty: 5364.293457
	Iteration 5Q: 3 clusters Score -8962778 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -8964075.000000 Penalty: 5364.293457
	Iteration 6F: 3 clusters Score -8964075 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -8965680.000000 Penalty: 5364.293457
	Iteration 7F: 3 clusters Score -8965680 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -8967661.000000 Penalty: 5364.293457
	Iteration 8F: 3 clusters Score -8967661 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -8969958.000000 Penalty: 5364.293457
	Iteration 9F: 3 clusters Score -8969958 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -8972146.000000 Penalty: 5364.293457
	Iteration 10F: 3 clusters Score -8972146 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8973850.000000 Penalty: 5364.293457
	Iteration 11F: 3 clusters Score -8973850 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8975008.000000 Penalty: 5364.293457
	Iteration 12Q: 3 clusters Score -8975008 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8975708.000000 Penalty: 5364.293457
	Iteration 13Q: 3 clusters Score -8975708 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8976125.000000 Penalty: 5364.293457
	Iteration 14Q: 3 clusters Score -8976125 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8976322.000000 Penalty: 5364.293457
	Iteration 15Q: 3 clusters Score -8976322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8976452.000000 Penalty: 5364.293457
	Iteration 16Q: 3 clusters Score -8976452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8976516.000000 Penalty: 5364.293457
	Iteration 17Q: 3 clusters Score -8976516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8976583.000000 Penalty: 5364.293457
	Iteration 18Q: 3 clusters Score -8976583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8976614.000000 Penalty: 5364.293457
	Iteration 19Q: 3 clusters Score -8976614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8976646.000000 Penalty: 5364.293457
	Iteration 20F: 3 clusters Score -8976646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8976657.000000 Penalty: 5364.293457
	Iteration 21Q: 3 clusters Score -8976657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8976662.000000 Penalty: 5364.293457
	Iteration 22Q: 3 clusters Score -8976662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8976680.000000 Penalty: 5364.293457
	Iteration 23Q: 3 clusters Score -8976680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8976689.000000 Penalty: 5364.293457
	Iteration 24Q: 3 clusters Score -8976689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8976701.000000 Penalty: 5364.293457
	Iteration 25Q: 3 clusters Score -8976701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8976714.000000 Penalty: 5364.293457
	Iteration 26Q: 3 clusters Score -8976714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8976710.000000 Penalty: 5364.293457
	Iteration 27Q: 3 clusters Score -8976710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8976711.000000 Penalty: 5364.293457
	Iteration 28Q: 3 clusters Score -8976711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8976711.000000 Penalty: 5364.293457
	Iteration 29F: 3 clusters Score -8976711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Entering Unmasked Estep 
Score: -9111496.000000 Penalty: 2685.310547
	Iteration 0F: 2 clusters Score -9111496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -9080352.000000 Penalty: 5370.621094
	Iteration 0F: 3 clusters Score -9080352 nChanged 23426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -9093531.000000 Penalty: 5370.621094
	Iteration 1F: 3 clusters Score -9093531 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -9094139.000000 Penalty: 5370.621094
	Iteration 2Q: 3 clusters Score -9094139 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -9094872.000000 Penalty: 5370.621094
	Iteration 3Q: 3 clusters Score -9094872 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -9095697.000000 Penalty: 5370.621094
	Iteration 4Q: 3 clusters Score -9095697 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -9096767.000000 Penalty: 5370.621094
	Iteration 5Q: 3 clusters Score -9096767 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -9098315.000000 Penalty: 5370.621094
	Iteration 6F: 3 clusters Score -9098315 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -9100459.000000 Penalty: 5370.621094
	Iteration 7F: 3 clusters Score -9100459 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -9102964.000000 Penalty: 5370.621094
	Iteration 8F: 3 clusters Score -9102964 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -9105280.000000 Penalty: 5370.621094
	Iteration 9F: 3 clusters Score -9105280 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -9106885.000000 Penalty: 5370.621094
	Iteration 10Q: 3 clusters Score -9106885 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -9107738.000000 Penalty: 5370.621094
	Iteration 11Q: 3 clusters Score -9107738 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -9108193.000000 Penalty: 5370.621094
	Iteration 12Q: 3 clusters Score -9108193 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -9108554.000000 Penalty: 5370.621094
	Iteration 13Q: 3 clusters Score -9108554 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9108829.000000 Penalty: 5370.621094
	Iteration 14Q: 3 clusters Score -9108829 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9109034.000000 Penalty: 5370.621094
	Iteration 15Q: 3 clusters Score -9109034 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9109182.000000 Penalty: 5370.621094
	Iteration 16Q: 3 clusters Score -9109182 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9109265.000000 Penalty: 5370.621094
	Iteration 17Q: 3 clusters Score -9109265 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9109325.000000 Penalty: 5370.621094
	Iteration 18Q: 3 clusters Score -9109325 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9109321.000000 Penalty: 5370.621094
	Iteration 19Q: 3 clusters Score -9109321 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9109386.000000 Penalty: 5370.621094
	Iteration 20F: 3 clusters Score -9109386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9109399.000000 Penalty: 5370.621094
	Iteration 21Q: 3 clusters Score -9109399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9109394.000000 Penalty: 5370.621094
	Iteration 22Q: 3 clusters Score -9109394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9109414.000000 Penalty: 5370.621094
	Iteration 23Q: 3 clusters Score -9109414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9109424.000000 Penalty: 5370.621094
	Iteration 24Q: 3 clusters Score -9109424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9109438.000000 Penalty: 5370.621094
	Iteration 25Q: 3 clusters Score -9109438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9109444.000000 Penalty: 5370.621094
	Iteration 26Q: 3 clusters Score -9109444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9109452.000000 Penalty: 5370.621094
	Iteration 27Q: 3 clusters Score -9109452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9109445.000000 Penalty: 5370.621094
	Iteration 28Q: 3 clusters Score -9109445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9109449.000000 Penalty: 5370.621094
	Iteration 29Q: 3 clusters Score -9109449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9109453.000000 Penalty: 5370.621094
	Iteration 30Q: 3 clusters Score -9109453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9109450.000000 Penalty: 5370.621094
	Iteration 31Q: 3 clusters Score -9109450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9109463.000000 Penalty: 5370.621094
	Iteration 32Q: 3 clusters Score -9109463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9109459.000000 Penalty: 5370.621094
	Iteration 33Q: 3 clusters Score -9109459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9109470.000000 Penalty: 5370.621094
	Iteration 34Q: 3 clusters Score -9109470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9109470.000000 Penalty: 5370.621094
	Iteration 35F: 3 clusters Score -9109470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Entering Unmasked Estep 
Score: -8016810.000000 Penalty: 2653.477783
	Iteration 0F: 2 clusters Score -8016810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -7987961.500000 Penalty: 5306.955566
	Iteration 0F: 3 clusters Score -7987962 nChanged 20479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -7999276.500000 Penalty: 5306.955566
	Iteration 1F: 3 clusters Score -7999276 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -8000084.000000 Penalty: 5306.955566
	Iteration 2Q: 3 clusters Score -8000084 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -8000978.500000 Penalty: 5306.955566
	Iteration 3Q: 3 clusters Score -8000978 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -8002113.500000 Penalty: 5306.955566
	Iteration 4Q: 3 clusters Score -8002114 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -8003608.000000 Penalty: 5306.955566
	Iteration 5F: 3 clusters Score -8003608 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -8005363.500000 Penalty: 5306.955566
	Iteration 6F: 3 clusters Score -8005364 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -8007310.000000 Penalty: 5306.955566
	Iteration 7F: 3 clusters Score -8007310 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -8008987.000000 Penalty: 5306.955566
	Iteration 8F: 3 clusters Score -8008987 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -8010165.500000 Penalty: 5306.955566
	Iteration 9Q: 3 clusters Score -8010166 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8010871.500000 Penalty: 5306.955566
	Iteration 10Q: 3 clusters Score -8010872 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8011240.500000 Penalty: 5306.955566
	Iteration 11Q: 3 clusters Score -8011240 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8011414.000000 Penalty: 5306.955566
	Iteration 12Q: 3 clusters Score -8011414 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8011598.000000 Penalty: 5306.955566
	Iteration 13Q: 3 clusters Score -8011598 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8011706.000000 Penalty: 5306.955566
	Iteration 14Q: 3 clusters Score -8011706 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -8011783.500000 Penalty: 5306.955566
	Iteration 15Q: 3 clusters Score -8011784 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -8011834.000000 Penalty: 5306.955566
	Iteration 16Q: 3 clusters Score -8011834 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -8011902.000000 Penalty: 5306.955566
	Iteration 17Q: 3 clusters Score -8011902 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8011968.500000 Penalty: 5306.955566
	Iteration 18Q: 3 clusters Score -8011968 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -8012030.500000 Penalty: 5306.955566
	Iteration 19Q: 3 clusters Score -8012030 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -8012130.500000 Penalty: 5306.955566
	Iteration 20F: 3 clusters Score -8012130 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -8012198.500000 Penalty: 5306.955566
	Iteration 21Q: 3 clusters Score -8012198 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -8012298.500000 Penalty: 5306.955566
	Iteration 22Q: 3 clusters Score -8012298 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -8012341.500000 Penalty: 5306.955566
	Iteration 23Q: 3 clusters Score -8012342 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -8012403.000000 Penalty: 5306.955566
	Iteration 24Q: 3 clusters Score -8012403 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -8012522.500000 Penalty: 5306.955566
	Iteration 25Q: 3 clusters Score -8012522 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -8012640.500000 Penalty: 5306.955566
	Iteration 26Q: 3 clusters Score -8012640 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -8012762.500000 Penalty: 5306.955566
	Iteration 27Q: 3 clusters Score -8012762 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -8012878.000000 Penalty: 5306.955566
	Iteration 28Q: 3 clusters Score -8012878 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -8013010.000000 Penalty: 5306.955566
	Iteration 29Q: 3 clusters Score -8013010 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -8013133.000000 Penalty: 5306.955566
	Iteration 30Q: 3 clusters Score -8013133 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -8013247.000000 Penalty: 5306.955566
	Iteration 31Q: 3 clusters Score -8013247 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -8013332.500000 Penalty: 5306.955566
	Iteration 32Q: 3 clusters Score -8013332 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -8013408.000000 Penalty: 5306.955566
	Iteration 33Q: 3 clusters Score -8013408 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -8013477.000000 Penalty: 5306.955566
	Iteration 34Q: 3 clusters Score -8013477 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -8013550.500000 Penalty: 5306.955566
	Iteration 35Q: 3 clusters Score -8013550 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -8013643.500000 Penalty: 5306.955566
	Iteration 36Q: 3 clusters Score -8013644 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -8013747.000000 Penalty: 5306.955566
	Iteration 37Q: 3 clusters Score -8013747 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -8013792.000000 Penalty: 5306.955566
	Iteration 38Q: 3 clusters Score -8013792 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -8013828.000000 Penalty: 5306.955566
	Iteration 39Q: 3 clusters Score -8013828 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -8013927.500000 Penalty: 5306.955566
	Iteration 40F: 3 clusters Score -8013928 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -8013956.000000 Penalty: 5306.955566
	Iteration 41Q: 3 clusters Score -8013956 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -8014025.500000 Penalty: 5306.955566
	Iteration 42Q: 3 clusters Score -8014026 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -8014103.000000 Penalty: 5306.955566
	Iteration 43Q: 3 clusters Score -8014103 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -8014120.000000 Penalty: 5306.955566
	Iteration 44Q: 3 clusters Score -8014120 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -8014207.000000 Penalty: 5306.955566
	Iteration 45Q: 3 clusters Score -8014207 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8014244.500000 Penalty: 5306.955566
	Iteration 46Q: 3 clusters Score -8014244 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -8014264.000000 Penalty: 5306.955566
	Iteration 47Q: 3 clusters Score -8014264 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -8014379.500000 Penalty: 5306.955566
	Iteration 48Q: 3 clusters Score -8014380 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -8014456.000000 Penalty: 5306.955566
	Iteration 49Q: 3 clusters Score -8014456 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -8014555.500000 Penalty: 5306.955566
	Iteration 50Q: 3 clusters Score -8014556 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8014682.500000 Penalty: 5306.955566
	Iteration 51Q: 3 clusters Score -8014682 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8014740.500000 Penalty: 5306.955566
	Iteration 52Q: 3 clusters Score -8014740 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8014802.500000 Penalty: 5306.955566
	Iteration 53Q: 3 clusters Score -8014802 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8014861.500000 Penalty: 5306.955566
	Iteration 54Q: 3 clusters Score -8014862 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8014907.500000 Penalty: 5306.955566
	Iteration 55Q: 3 clusters Score -8014908 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8014937.000000 Penalty: 5306.955566
	Iteration 56Q: 3 clusters Score -8014937 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8014940.500000 Penalty: 5306.955566
	Iteration 57Q: 3 clusters Score -8014940 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8014942.500000 Penalty: 5306.955566
	Iteration 58Q: 3 clusters Score -8014942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8014984.500000 Penalty: 5306.955566
	Iteration 59Q: 3 clusters Score -8014984 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8015000.500000 Penalty: 5306.955566
	Iteration 60F: 3 clusters Score -8015000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8015003.000000 Penalty: 5306.955566
	Iteration 61Q: 3 clusters Score -8015003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8015009.000000 Penalty: 5306.955566
	Iteration 62Q: 3 clusters Score -8015009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8014984.500000 Penalty: 5306.955566
	Iteration 63Q: 3 clusters Score -8014984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8014953.000000 Penalty: 5306.955566
	Iteration 64Q: 3 clusters Score -8014953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8014981.000000 Penalty: 5306.955566
	Iteration 65Q: 3 clusters Score -8014981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8014989.500000 Penalty: 5306.955566
	Iteration 66Q: 3 clusters Score -8014990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8014999.000000 Penalty: 5306.955566
	Iteration 67Q: 3 clusters Score -8014999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8015013.000000 Penalty: 5306.955566
	Iteration 68Q: 3 clusters Score -8015013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8015005.000000 Penalty: 5306.955566
	Iteration 69Q: 3 clusters Score -8015005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8015001.000000 Penalty: 5306.955566
	Iteration 70Q: 3 clusters Score -8015001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8015016.000000 Penalty: 5306.955566
	Iteration 71Q: 3 clusters Score -8015016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8015005.500000 Penalty: 5306.955566
	Iteration 72Q: 3 clusters Score -8015006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8015005.500000 Penalty: 5306.955566
	Iteration 73Q: 3 clusters Score -8015006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8015024.000000 Penalty: 5306.955566
	Iteration 74Q: 3 clusters Score -8015024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8015024.500000 Penalty: 5306.955566
	Iteration 75Q: 3 clusters Score -8015024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8015022.000000 Penalty: 5306.955566
	Iteration 76Q: 3 clusters Score -8015022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8015039.500000 Penalty: 5306.955566
	Iteration 77Q: 3 clusters Score -8015040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8015029.500000 Penalty: 5306.955566
	Iteration 78Q: 3 clusters Score -8015030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8015032.500000 Penalty: 5306.955566
	Iteration 79Q: 3 clusters Score -8015032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8015029.500000 Penalty: 5306.955566
	Iteration 80F: 3 clusters Score -8015030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8015022.000000 Penalty: 5306.955566
	Iteration 81Q: 3 clusters Score -8015022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8015031.500000 Penalty: 5306.955566
	Iteration 82Q: 3 clusters Score -8015032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8015029.500000 Penalty: 5306.955566
	Iteration 83Q: 3 clusters Score -8015030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8015041.000000 Penalty: 5306.955566
	Iteration 84Q: 3 clusters Score -8015041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8015051.500000 Penalty: 5306.955566
	Iteration 85Q: 3 clusters Score -8015052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8015049.500000 Penalty: 5306.955566
	Iteration 86Q: 3 clusters Score -8015050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8015043.500000 Penalty: 5306.955566
	Iteration 87Q: 3 clusters Score -8015044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8015034.000000 Penalty: 5306.955566
	Iteration 88Q: 3 clusters Score -8015034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8015033.500000 Penalty: 5306.955566
	Iteration 89Q: 3 clusters Score -8015034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8015034.500000 Penalty: 5306.955566
	Iteration 90Q: 3 clusters Score -8015034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8015030.500000 Penalty: 5306.955566
	Iteration 91Q: 3 clusters Score -8015030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8015026.500000 Penalty: 5306.955566
	Iteration 92Q: 3 clusters Score -8015026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8015024.000000 Penalty: 5306.955566
	Iteration 93Q: 3 clusters Score -8015024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8015031.000000 Penalty: 5306.955566
	Iteration 94Q: 3 clusters Score -8015031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8015033.000000 Penalty: 5306.955566
	Iteration 95Q: 3 clusters Score -8015033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8015028.000000 Penalty: 5306.955566
	Iteration 96Q: 3 clusters Score -8015028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8015029.000000 Penalty: 5306.955566
	Iteration 97Q: 3 clusters Score -8015029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8015029.000000 Penalty: 5306.955566
	Iteration 98F: 3 clusters Score -8015029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -262505.906250 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -262505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -260178.406250 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -260178.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -260771.859375 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -260771.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261039.062500 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -261039.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -261222.406250 Penalty: 3674.330322
	Iteration 3F: 3 clusters Score -261222.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261362.281250 Penalty: 3674.330322
	Iteration 4F: 3 clusters Score -261362.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -261483.578125 Penalty: 3674.330322
	Iteration 5Q: 3 clusters Score -261483.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -261581.546875 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -261581.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -261632.953125 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -261633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -261652.171875 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -261652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -261660.484375 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -261660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261668.328125 Penalty: 3674.330322
	Iteration 10Q: 3 clusters Score -261668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261673.453125 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -261673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261675.312500 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -261675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261675.312500 Penalty: 3674.330322
	Iteration 13F: 3 clusters Score -261675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Entering Unmasked Estep 
Score: -8063882.000000 Penalty: 2655.217041
	Iteration 0F: 2 clusters Score -8063882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -8034805.000000 Penalty: 5310.434082
	Iteration 0F: 3 clusters Score -8034805 nChanged 20497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8046167.000000 Penalty: 5310.434082
	Iteration 1F: 3 clusters Score -8046167 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -8046733.500000 Penalty: 5310.434082
	Iteration 2Q: 3 clusters Score -8046734 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -8047361.000000 Penalty: 5310.434082
	Iteration 3Q: 3 clusters Score -8047361 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -8048019.500000 Penalty: 5310.434082
	Iteration 4Q: 3 clusters Score -8048020 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -8048950.500000 Penalty: 5310.434082
	Iteration 5Q: 3 clusters Score -8048950 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -8050230.500000 Penalty: 5310.434082
	Iteration 6F: 3 clusters Score -8050230 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -8052169.500000 Penalty: 5310.434082
	Iteration 7F: 3 clusters Score -8052170 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -8054604.000000 Penalty: 5310.434082
	Iteration 8F: 3 clusters Score -8054604 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -8057224.000000 Penalty: 5310.434082
	Iteration 9F: 3 clusters Score -8057224 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8059196.000000 Penalty: 5310.434082
	Iteration 10F: 3 clusters Score -8059196 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8060388.000000 Penalty: 5310.434082
	Iteration 11Q: 3 clusters Score -8060388 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8061015.500000 Penalty: 5310.434082
	Iteration 12Q: 3 clusters Score -8061016 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8061271.500000 Penalty: 5310.434082
	Iteration 13Q: 3 clusters Score -8061272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8061359.000000 Penalty: 5310.434082
	Iteration 14Q: 3 clusters Score -8061359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8061427.000000 Penalty: 5310.434082
	Iteration 15Q: 3 clusters Score -8061427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8061485.500000 Penalty: 5310.434082
	Iteration 16Q: 3 clusters Score -8061486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8061522.500000 Penalty: 5310.434082
	Iteration 17Q: 3 clusters Score -8061522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8061552.500000 Penalty: 5310.434082
	Iteration 18Q: 3 clusters Score -8061552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8061557.000000 Penalty: 5310.434082
	Iteration 19Q: 3 clusters Score -8061557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8061559.500000 Penalty: 5310.434082
	Iteration 20F: 3 clusters Score -8061560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8061560.500000 Penalty: 5310.434082
	Iteration 21Q: 3 clusters Score -8061560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8061564.000000 Penalty: 5310.434082
	Iteration 22Q: 3 clusters Score -8061564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8061561.000000 Penalty: 5310.434082
	Iteration 23Q: 3 clusters Score -8061561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8061565.000000 Penalty: 5310.434082
	Iteration 24Q: 3 clusters Score -8061565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8061565.000000 Penalty: 5310.434082
	Iteration 25Q: 3 clusters Score -8061565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8061565.000000 Penalty: 5310.434082
	Iteration 26F: 3 clusters Score -8061565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Entering Unmasked Estep 
Score: -1925626.750000 Penalty: 2305.399902
	Iteration 0F: 2 clusters Score -1925627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1917418.125000 Penalty: 4610.799805
	Iteration 0F: 3 clusters Score -1917418 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1919990.875000 Penalty: 4610.799805
	Iteration 1F: 3 clusters Score -1919991 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1920423.125000 Penalty: 4610.799805
	Iteration 2F: 3 clusters Score -1920423 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1920767.875000 Penalty: 4610.799805
	Iteration 3F: 3 clusters Score -1920768 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1921096.000000 Penalty: 4610.799805
	Iteration 4F: 3 clusters Score -1921096 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1921446.250000 Penalty: 4610.799805
	Iteration 5F: 3 clusters Score -1921446 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1921752.625000 Penalty: 4610.799805
	Iteration 6F: 3 clusters Score -1921753 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1922033.250000 Penalty: 4610.799805
	Iteration 7Q: 3 clusters Score -1922033 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1922299.250000 Penalty: 4610.799805
	Iteration 8Q: 3 clusters Score -1922299 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1922551.750000 Penalty: 4610.799805
	Iteration 9Q: 3 clusters Score -1922552 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1922794.375000 Penalty: 4610.799805
	Iteration 10Q: 3 clusters Score -1922794 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1922977.250000 Penalty: 4610.799805
	Iteration 11Q: 3 clusters Score -1922977 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1923128.250000 Penalty: 4610.799805
	Iteration 12Q: 3 clusters Score -1923128 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1923256.625000 Penalty: 4610.799805
	Iteration 13Q: 3 clusters Score -1923257 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1923358.750000 Penalty: 4610.799805
	Iteration 14Q: 3 clusters Score -1923359 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1923457.625000 Penalty: 4610.799805
	Iteration 15Q: 3 clusters Score -1923458 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1923546.125000 Penalty: 4610.799805
	Iteration 16Q: 3 clusters Score -1923546 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1923655.125000 Penalty: 4610.799805
	Iteration 17Q: 3 clusters Score -1923655 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1923724.500000 Penalty: 4610.799805
	Iteration 18Q: 3 clusters Score -1923724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1923791.500000 Penalty: 4610.799805
	Iteration 19Q: 3 clusters Score -1923792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1923842.875000 Penalty: 4610.799805
	Iteration 20F: 3 clusters Score -1923843 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1923879.125000 Penalty: 4610.799805
	Iteration 21Q: 3 clusters Score -1923879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1923914.000000 Penalty: 4610.799805
	Iteration 22Q: 3 clusters Score -1923914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1923929.875000 Penalty: 4610.799805
	Iteration 23Q: 3 clusters Score -1923930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1923937.750000 Penalty: 4610.799805
	Iteration 24Q: 3 clusters Score -1923938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1923949.875000 Penalty: 4610.799805
	Iteration 25Q: 3 clusters Score -1923950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1923951.375000 Penalty: 4610.799805
	Iteration 26Q: 3 clusters Score -1923951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1923958.500000 Penalty: 4610.799805
	Iteration 27Q: 3 clusters Score -1923958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1923959.500000 Penalty: 4610.799805
	Iteration 28Q: 3 clusters Score -1923960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1923962.250000 Penalty: 4610.799805
	Iteration 29Q: 3 clusters Score -1923962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1923962.750000 Penalty: 4610.799805
	Iteration 30Q: 3 clusters Score -1923963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1923962.750000 Penalty: 4610.799805
	Iteration 31F: 3 clusters Score -1923963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -407637.000000 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -407637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -404711.406250 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -404711.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -405343.937500 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -405343.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -405618.062500 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -405618.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -405872.125000 Penalty: 3870.503662
	Iteration 3F: 3 clusters Score -405872.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -406100.625000 Penalty: 3870.503662
	Iteration 4F: 3 clusters Score -406100.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -406316.968750 Penalty: 3870.503662
	Iteration 5F: 3 clusters Score -406317 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -406452.375000 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -406452.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -406533.656250 Penalty: 3870.503662
	Iteration 7Q: 3 clusters Score -406533.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -406587.437500 Penalty: 3870.503662
	Iteration 8Q: 3 clusters Score -406587.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -406634.968750 Penalty: 3870.503662
	Iteration 9Q: 3 clusters Score -406635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -406667.656250 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -406667.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -406689.468750 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -406689.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -406707.687500 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -406707.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -406721.812500 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -406721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -406733.500000 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -406733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -406739.562500 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -406739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -406744.375000 Penalty: 3870.503662
	Iteration 16Q: 3 clusters Score -406744.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -406749.875000 Penalty: 3870.503662
	Iteration 17Q: 3 clusters Score -406749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -406754.687500 Penalty: 3870.503662
	Iteration 18Q: 3 clusters Score -406754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -406758.250000 Penalty: 3870.503662
	Iteration 19Q: 3 clusters Score -406758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406760.156250 Penalty: 3870.503662
	Iteration 20F: 3 clusters Score -406760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406763.093750 Penalty: 3870.503662
	Iteration 21Q: 3 clusters Score -406763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -406769.281250 Penalty: 3870.503662
	Iteration 22Q: 3 clusters Score -406769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406770.937500 Penalty: 3870.503662
	Iteration 23Q: 3 clusters Score -406770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -406771.687500 Penalty: 3870.503662
	Iteration 24Q: 3 clusters Score -406771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -406771.687500 Penalty: 3870.503662
	Iteration 25F: 3 clusters Score -406771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Entering Unmasked Estep 
Score: -2443344.250000 Penalty: 2375.060547
	Iteration 0F: 2 clusters Score -2443344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2432754.250000 Penalty: 4750.121094
	Iteration 0F: 3 clusters Score -2432754 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2436344.500000 Penalty: 4750.121094
	Iteration 1F: 3 clusters Score -2436344 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2437063.250000 Penalty: 4750.121094
	Iteration 2F: 3 clusters Score -2437063 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2437787.750000 Penalty: 4750.121094
	Iteration 3F: 3 clusters Score -2437788 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2438392.000000 Penalty: 4750.121094
	Iteration 4F: 3 clusters Score -2438392 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2438864.250000 Penalty: 4750.121094
	Iteration 5F: 3 clusters Score -2438864 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2439239.250000 Penalty: 4750.121094
	Iteration 6Q: 3 clusters Score -2439239 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2439543.500000 Penalty: 4750.121094
	Iteration 7Q: 3 clusters Score -2439544 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2439724.250000 Penalty: 4750.121094
	Iteration 8Q: 3 clusters Score -2439724 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2439872.750000 Penalty: 4750.121094
	Iteration 9Q: 3 clusters Score -2439873 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2439998.000000 Penalty: 4750.121094
	Iteration 10Q: 3 clusters Score -2439998 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2440080.000000 Penalty: 4750.121094
	Iteration 11Q: 3 clusters Score -2440080 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2440165.500000 Penalty: 4750.121094
	Iteration 12Q: 3 clusters Score -2440166 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2440232.500000 Penalty: 4750.121094
	Iteration 13Q: 3 clusters Score -2440232 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2440296.250000 Penalty: 4750.121094
	Iteration 14Q: 3 clusters Score -2440296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2440344.250000 Penalty: 4750.121094
	Iteration 15Q: 3 clusters Score -2440344 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2440377.000000 Penalty: 4750.121094
	Iteration 16Q: 3 clusters Score -2440377 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2440422.000000 Penalty: 4750.121094
	Iteration 17Q: 3 clusters Score -2440422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2440456.500000 Penalty: 4750.121094
	Iteration 18Q: 3 clusters Score -2440456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2440501.000000 Penalty: 4750.121094
	Iteration 19Q: 3 clusters Score -2440501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2440532.000000 Penalty: 4750.121094
	Iteration 20F: 3 clusters Score -2440532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2440544.250000 Penalty: 4750.121094
	Iteration 21Q: 3 clusters Score -2440544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2440571.500000 Penalty: 4750.121094
	Iteration 22Q: 3 clusters Score -2440572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2440590.000000 Penalty: 4750.121094
	Iteration 23Q: 3 clusters Score -2440590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2440609.500000 Penalty: 4750.121094
	Iteration 24Q: 3 clusters Score -2440610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2440632.500000 Penalty: 4750.121094
	Iteration 25Q: 3 clusters Score -2440632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2440658.750000 Penalty: 4750.121094
	Iteration 26Q: 3 clusters Score -2440659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2440678.000000 Penalty: 4750.121094
	Iteration 27Q: 3 clusters Score -2440678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2440705.750000 Penalty: 4750.121094
	Iteration 28Q: 3 clusters Score -2440706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2440724.000000 Penalty: 4750.121094
	Iteration 29Q: 3 clusters Score -2440724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2440741.500000 Penalty: 4750.121094
	Iteration 30Q: 3 clusters Score -2440742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2440754.250000 Penalty: 4750.121094
	Iteration 31Q: 3 clusters Score -2440754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2440775.750000 Penalty: 4750.121094
	Iteration 32Q: 3 clusters Score -2440776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2440786.000000 Penalty: 4750.121094
	Iteration 33Q: 3 clusters Score -2440786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2440801.000000 Penalty: 4750.121094
	Iteration 34Q: 3 clusters Score -2440801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2440802.500000 Penalty: 4750.121094
	Iteration 35Q: 3 clusters Score -2440802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2440813.000000 Penalty: 4750.121094
	Iteration 36Q: 3 clusters Score -2440813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2440831.250000 Penalty: 4750.121094
	Iteration 37Q: 3 clusters Score -2440831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2440845.750000 Penalty: 4750.121094
	Iteration 38Q: 3 clusters Score -2440846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2440872.250000 Penalty: 4750.121094
	Iteration 39Q: 3 clusters Score -2440872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2440897.750000 Penalty: 4750.121094
	Iteration 40F: 3 clusters Score -2440898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2440915.500000 Penalty: 4750.121094
	Iteration 41Q: 3 clusters Score -2440916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2440927.500000 Penalty: 4750.121094
	Iteration 42Q: 3 clusters Score -2440928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2440947.250000 Penalty: 4750.121094
	Iteration 43Q: 3 clusters Score -2440947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2440960.000000 Penalty: 4750.121094
	Iteration 44Q: 3 clusters Score -2440960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2440978.750000 Penalty: 4750.121094
	Iteration 45Q: 3 clusters Score -2440979 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2441010.500000 Penalty: 4750.121094
	Iteration 46Q: 3 clusters Score -2441010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2441035.500000 Penalty: 4750.121094
	Iteration 47Q: 3 clusters Score -2441036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2441063.750000 Penalty: 4750.121094
	Iteration 48Q: 3 clusters Score -2441064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2441091.750000 Penalty: 4750.121094
	Iteration 49Q: 3 clusters Score -2441092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2441148.000000 Penalty: 4750.121094
	Iteration 50Q: 3 clusters Score -2441148 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2441183.000000 Penalty: 4750.121094
	Iteration 51Q: 3 clusters Score -2441183 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2441233.000000 Penalty: 4750.121094
	Iteration 52Q: 3 clusters Score -2441233 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2441302.500000 Penalty: 4750.121094
	Iteration 53Q: 3 clusters Score -2441302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2441347.750000 Penalty: 4750.121094
	Iteration 54Q: 3 clusters Score -2441348 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2441395.750000 Penalty: 4750.121094
	Iteration 55Q: 3 clusters Score -2441396 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2441430.250000 Penalty: 4750.121094
	Iteration 56Q: 3 clusters Score -2441430 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2441459.500000 Penalty: 4750.121094
	Iteration 57Q: 3 clusters Score -2441460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2441497.500000 Penalty: 4750.121094
	Iteration 58Q: 3 clusters Score -2441498 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2441525.250000 Penalty: 4750.121094
	Iteration 59Q: 3 clusters Score -2441525 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2441572.250000 Penalty: 4750.121094
	Iteration 60F: 3 clusters Score -2441572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2441630.250000 Penalty: 4750.121094
	Iteration 61Q: 3 clusters Score -2441630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2441682.000000 Penalty: 4750.121094
	Iteration 62Q: 3 clusters Score -2441682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2441778.750000 Penalty: 4750.121094
	Iteration 63Q: 3 clusters Score -2441779 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2441886.750000 Penalty: 4750.121094
	Iteration 64Q: 3 clusters Score -2441887 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2441978.000000 Penalty: 4750.121094
	Iteration 65Q: 3 clusters Score -2441978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2442069.500000 Penalty: 4750.121094
	Iteration 66Q: 3 clusters Score -2442070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2442145.500000 Penalty: 4750.121094
	Iteration 67Q: 3 clusters Score -2442146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2442183.250000 Penalty: 4750.121094
	Iteration 68Q: 3 clusters Score -2442183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2442214.750000 Penalty: 4750.121094
	Iteration 69Q: 3 clusters Score -2442215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2442234.750000 Penalty: 4750.121094
	Iteration 70Q: 3 clusters Score -2442235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2442261.000000 Penalty: 4750.121094
	Iteration 71Q: 3 clusters Score -2442261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2442271.250000 Penalty: 4750.121094
	Iteration 72Q: 3 clusters Score -2442271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2442292.750000 Penalty: 4750.121094
	Iteration 73Q: 3 clusters Score -2442293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2442310.500000 Penalty: 4750.121094
	Iteration 74Q: 3 clusters Score -2442310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2442312.750000 Penalty: 4750.121094
	Iteration 75Q: 3 clusters Score -2442313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2442317.000000 Penalty: 4750.121094
	Iteration 76Q: 3 clusters Score -2442317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2442320.750000 Penalty: 4750.121094
	Iteration 77Q: 3 clusters Score -2442321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2442321.500000 Penalty: 4750.121094
	Iteration 78Q: 3 clusters Score -2442322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2442317.500000 Penalty: 4750.121094
	Iteration 79Q: 3 clusters Score -2442318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2442322.500000 Penalty: 4750.121094
	Iteration 80F: 3 clusters Score -2442322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2442323.500000 Penalty: 4750.121094
	Iteration 81Q: 3 clusters Score -2442324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2442322.750000 Penalty: 4750.121094
	Iteration 82Q: 3 clusters Score -2442323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2442326.750000 Penalty: 4750.121094
	Iteration 83Q: 3 clusters Score -2442327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2442323.000000 Penalty: 4750.121094
	Iteration 84Q: 3 clusters Score -2442323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2442327.250000 Penalty: 4750.121094
	Iteration 85Q: 3 clusters Score -2442327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2442326.500000 Penalty: 4750.121094
	Iteration 86Q: 3 clusters Score -2442326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2442326.750000 Penalty: 4750.121094
	Iteration 87Q: 3 clusters Score -2442327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2442330.500000 Penalty: 4750.121094
	Iteration 88Q: 3 clusters Score -2442330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2442329.500000 Penalty: 4750.121094
	Iteration 89Q: 3 clusters Score -2442330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2442334.500000 Penalty: 4750.121094
	Iteration 90Q: 3 clusters Score -2442334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2442328.250000 Penalty: 4750.121094
	Iteration 91Q: 3 clusters Score -2442328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2442328.250000 Penalty: 4750.121094
	Iteration 92F: 3 clusters Score -2442328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117263.382812 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117263.4 nChanged 288
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: -117916.921875 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117916.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118269.476562 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118269.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118521.578125 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118521.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118738.609375 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -118738.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118865.328125 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -118865.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118966.726562 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118966.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119022.781250 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -119022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119078.890625 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -119078.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119158.093750 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -119158.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119227.460938 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -119227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119305.046875 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119385.960938 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119447.101562 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119447.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119492.671875 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119492.7 nChanged 8
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: -119509.367188 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119509.4 nChanged 3
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: -119523.617188 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119523.6 nChanged 5
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: -119533.109375 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119542.171875 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -119542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119548.187500 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -119548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -119556.937500 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119560.796875 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -119560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119562.492188 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -119562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119562.492188 Penalty: 3419.756348
	Iteration 23F: 3 clusters Score -119562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 44839 members 
Mstep: Class 3 contains 24083 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55789 members 
Mstep: Class 6 contains 27725 members 
Mstep: Class 7 contains 24573 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 50778 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 44334 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44646 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 48313 members 
Mstep: Class 29 contains 50384 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47126 members 
Mstep: Class 32 contains 44644 members 
Mstep: Class 33 contains 52584 members 
Mstep: Class 34 contains 46018 members 
Mstep: Class 35 contains 47808 members 
Mstep: Class 36 contains 49255 members 
Mstep: Class 37 contains 1147 members 
Mstep: Class 38 contains 470 members 
Entering Unmasked Estep 
Score: -196411696.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196412864.000000 to -196411696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Entering Unmasked Estep 
Score: -8606321.000000 Penalty: 2674.792969
	Iteration 0F: 2 clusters Score -8606321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -8575823.000000 Penalty: 5349.585938
	Iteration 0F: 3 clusters Score -8575823 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -8588067.000000 Penalty: 5349.585938
	Iteration 1F: 3 clusters Score -8588067 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -8588667.000000 Penalty: 5349.585938
	Iteration 2Q: 3 clusters Score -8588667 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -8589198.000000 Penalty: 5349.585938
	Iteration 3Q: 3 clusters Score -8589198 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8589920.000000 Penalty: 5349.585938
	Iteration 4Q: 3 clusters Score -8589920 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -8590750.000000 Penalty: 5349.585938
	Iteration 5Q: 3 clusters Score -8590750 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -8591822.000000 Penalty: 5349.585938
	Iteration 6Q: 3 clusters Score -8591822 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -8593230.000000 Penalty: 5349.585938
	Iteration 7Q: 3 clusters Score -8593230 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -8594863.000000 Penalty: 5349.585938
	Iteration 8F: 3 clusters Score -8594863 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -8596772.000000 Penalty: 5349.585938
	Iteration 9F: 3 clusters Score -8596772 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -8598685.000000 Penalty: 5349.585938
	Iteration 10F: 3 clusters Score -8598685 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -8600197.000000 Penalty: 5349.585938
	Iteration 11Q: 3 clusters Score -8600197 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -8601255.000000 Penalty: 5349.585938
	Iteration 12Q: 3 clusters Score -8601255 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8602056.000000 Penalty: 5349.585938
	Iteration 13Q: 3 clusters Score -8602056 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8602554.000000 Penalty: 5349.585938
	Iteration 14Q: 3 clusters Score -8602554 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8602948.000000 Penalty: 5349.585938
	Iteration 15Q: 3 clusters Score -8602948 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8603206.000000 Penalty: 5349.585938
	Iteration 16Q: 3 clusters Score -8603206 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8603403.000000 Penalty: 5349.585938
	Iteration 17Q: 3 clusters Score -8603403 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8603552.000000 Penalty: 5349.585938
	Iteration 18Q: 3 clusters Score -8603552 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8603718.000000 Penalty: 5349.585938
	Iteration 19Q: 3 clusters Score -8603718 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8603821.000000 Penalty: 5349.585938
	Iteration 20F: 3 clusters Score -8603821 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8603882.000000 Penalty: 5349.585938
	Iteration 21Q: 3 clusters Score -8603882 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8603950.000000 Penalty: 5349.585938
	Iteration 22Q: 3 clusters Score -8603950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8604016.000000 Penalty: 5349.585938
	Iteration 23Q: 3 clusters Score -8604016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8604034.000000 Penalty: 5349.585938
	Iteration 24Q: 3 clusters Score -8604034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8604051.000000 Penalty: 5349.585938
	Iteration 25Q: 3 clusters Score -8604051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8604085.000000 Penalty: 5349.585938
	Iteration 26Q: 3 clusters Score -8604085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8604090.000000 Penalty: 5349.585938
	Iteration 27Q: 3 clusters Score -8604090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8604120.000000 Penalty: 5349.585938
	Iteration 28Q: 3 clusters Score -8604120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8604113.000000 Penalty: 5349.585938
	Iteration 29Q: 3 clusters Score -8604113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8604127.000000 Penalty: 5349.585938
	Iteration 30Q: 3 clusters Score -8604127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8604139.000000 Penalty: 5349.585938
	Iteration 31Q: 3 clusters Score -8604139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8604150.000000 Penalty: 5349.585938
	Iteration 32Q: 3 clusters Score -8604150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8604157.000000 Penalty: 5349.585938
	Iteration 33Q: 3 clusters Score -8604157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8604172.000000 Penalty: 5349.585938
	Iteration 34Q: 3 clusters Score -8604172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8604172.000000 Penalty: 5349.585938
	Iteration 35Q: 3 clusters Score -8604172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8604171.000000 Penalty: 5349.585938
	Iteration 36Q: 3 clusters Score -8604171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8604175.000000 Penalty: 5349.585938
	Iteration 37Q: 3 clusters Score -8604175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8604175.000000 Penalty: 5349.585938
	Iteration 38F: 3 clusters Score -8604175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Entering Unmasked Estep 
Score: -9068821.000000 Penalty: 2685.202393
	Iteration 0F: 2 clusters Score -9068821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -9037975.000000 Penalty: 5370.404785
	Iteration 0F: 3 clusters Score -9037975 nChanged 23142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -9050695.000000 Penalty: 5370.404785
	Iteration 1F: 3 clusters Score -9050695 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -9051203.000000 Penalty: 5370.404785
	Iteration 2Q: 3 clusters Score -9051203 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -9051615.000000 Penalty: 5370.404785
	Iteration 3Q: 3 clusters Score -9051615 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -9052033.000000 Penalty: 5370.404785
	Iteration 4Q: 3 clusters Score -9052033 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -9052588.000000 Penalty: 5370.404785
	Iteration 5Q: 3 clusters Score -9052588 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -9053344.000000 Penalty: 5370.404785
	Iteration 6Q: 3 clusters Score -9053344 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -9054355.000000 Penalty: 5370.404785
	Iteration 7Q: 3 clusters Score -9054355 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -9055985.000000 Penalty: 5370.404785
	Iteration 8Q: 3 clusters Score -9055985 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -9058288.000000 Penalty: 5370.404785
	Iteration 9F: 3 clusters Score -9058288 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -9061323.000000 Penalty: 5370.404785
	Iteration 10F: 3 clusters Score -9061323 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -9064098.000000 Penalty: 5370.404785
	Iteration 11F: 3 clusters Score -9064098 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -9065441.000000 Penalty: 5370.404785
	Iteration 12F: 3 clusters Score -9065441 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9066100.000000 Penalty: 5370.404785
	Iteration 13Q: 3 clusters Score -9066100 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -9066491.000000 Penalty: 5370.404785
	Iteration 14Q: 3 clusters Score -9066491 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -9066819.000000 Penalty: 5370.404785
	Iteration 15Q: 3 clusters Score -9066819 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -9067079.000000 Penalty: 5370.404785
	Iteration 16Q: 3 clusters Score -9067079 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -9067296.000000 Penalty: 5370.404785
	Iteration 17Q: 3 clusters Score -9067296 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9067480.000000 Penalty: 5370.404785
	Iteration 18Q: 3 clusters Score -9067480 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -9067601.000000 Penalty: 5370.404785
	Iteration 19Q: 3 clusters Score -9067601 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -9067702.000000 Penalty: 5370.404785
	Iteration 20F: 3 clusters Score -9067702 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -9067795.000000 Penalty: 5370.404785
	Iteration 21Q: 3 clusters Score -9067795 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -9067837.000000 Penalty: 5370.404785
	Iteration 22Q: 3 clusters Score -9067837 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -9067906.000000 Penalty: 5370.404785
	Iteration 23Q: 3 clusters Score -9067906 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -9067967.000000 Penalty: 5370.404785
	Iteration 24Q: 3 clusters Score -9067967 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -9067982.000000 Penalty: 5370.404785
	Iteration 25Q: 3 clusters Score -9067982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -9067987.000000 Penalty: 5370.404785
	Iteration 26Q: 3 clusters Score -9067987 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -9068000.000000 Penalty: 5370.404785
	Iteration 27Q: 3 clusters Score -9068000 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -9068012.000000 Penalty: 5370.404785
	Iteration 28Q: 3 clusters Score -9068012 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -9068020.000000 Penalty: 5370.404785
	Iteration 29Q: 3 clusters Score -9068020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -9068052.000000 Penalty: 5370.404785
	Iteration 30Q: 3 clusters Score -9068052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -9068086.000000 Penalty: 5370.404785
	Iteration 31Q: 3 clusters Score -9068086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -9068108.000000 Penalty: 5370.404785
	Iteration 32Q: 3 clusters Score -9068108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -9068129.000000 Penalty: 5370.404785
	Iteration 33Q: 3 clusters Score -9068129 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -9068165.000000 Penalty: 5370.404785
	Iteration 34Q: 3 clusters Score -9068165 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -9068165.000000 Penalty: 5370.404785
	Iteration 35Q: 3 clusters Score -9068165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -9068153.000000 Penalty: 5370.404785
	Iteration 36Q: 3 clusters Score -9068153 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -9068162.000000 Penalty: 5370.404785
	Iteration 37Q: 3 clusters Score -9068162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -9068165.000000 Penalty: 5370.404785
	Iteration 38Q: 3 clusters Score -9068165 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -9068167.000000 Penalty: 5370.404785
	Iteration 39Q: 3 clusters Score -9068167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -9068150.000000 Penalty: 5370.404785
	Iteration 40F: 3 clusters Score -9068150 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -9068155.000000 Penalty: 5370.404785
	Iteration 41Q: 3 clusters Score -9068155 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -9068160.000000 Penalty: 5370.404785
	Iteration 42Q: 3 clusters Score -9068160 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -9068170.000000 Penalty: 5370.404785
	Iteration 43Q: 3 clusters Score -9068170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -9068166.000000 Penalty: 5370.404785
	Iteration 44Q: 3 clusters Score -9068166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -9068168.000000 Penalty: 5370.404785
	Iteration 45Q: 3 clusters Score -9068168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -9068179.000000 Penalty: 5370.404785
	Iteration 46Q: 3 clusters Score -9068179 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -9068185.000000 Penalty: 5370.404785
	Iteration 47Q: 3 clusters Score -9068185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -9068186.000000 Penalty: 5370.404785
	Iteration 48Q: 3 clusters Score -9068186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -9068182.000000 Penalty: 5370.404785
	Iteration 49Q: 3 clusters Score -9068182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -9068213.000000 Penalty: 5370.404785
	Iteration 50Q: 3 clusters Score -9068213 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -9068221.000000 Penalty: 5370.404785
	Iteration 51Q: 3 clusters Score -9068221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -9068243.000000 Penalty: 5370.404785
	Iteration 52Q: 3 clusters Score -9068243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -9068255.000000 Penalty: 5370.404785
	Iteration 53Q: 3 clusters Score -9068255 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -9068278.000000 Penalty: 5370.404785
	Iteration 54Q: 3 clusters Score -9068278 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -9068299.000000 Penalty: 5370.404785
	Iteration 55Q: 3 clusters Score -9068299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -9068302.000000 Penalty: 5370.404785
	Iteration 56Q: 3 clusters Score -9068302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -9068322.000000 Penalty: 5370.404785
	Iteration 57Q: 3 clusters Score -9068322 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -9068328.000000 Penalty: 5370.404785
	Iteration 58Q: 3 clusters Score -9068328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -9068320.000000 Penalty: 5370.404785
	Iteration 59Q: 3 clusters Score -9068320 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -9068312.000000 Penalty: 5370.404785
	Iteration 60F: 3 clusters Score -9068312 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -9068342.000000 Penalty: 5370.404785
	Iteration 61Q: 3 clusters Score -9068342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -9068339.000000 Penalty: 5370.404785
	Iteration 62Q: 3 clusters Score -9068339 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -9068354.000000 Penalty: 5370.404785
	Iteration 63Q: 3 clusters Score -9068354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -9068369.000000 Penalty: 5370.404785
	Iteration 64Q: 3 clusters Score -9068369 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -9068391.000000 Penalty: 5370.404785
	Iteration 65Q: 3 clusters Score -9068391 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -9068391.000000 Penalty: 5370.404785
	Iteration 66Q: 3 clusters Score -9068391 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -9068427.000000 Penalty: 5370.404785
	Iteration 67Q: 3 clusters Score -9068427 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -9068425.000000 Penalty: 5370.404785
	Iteration 68Q: 3 clusters Score -9068425 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -9068428.000000 Penalty: 5370.404785
	Iteration 69Q: 3 clusters Score -9068428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9068403.000000 Penalty: 5370.404785
	Iteration 70Q: 3 clusters Score -9068403 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -9068425.000000 Penalty: 5370.404785
	Iteration 71Q: 3 clusters Score -9068425 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -9068444.000000 Penalty: 5370.404785
	Iteration 72Q: 3 clusters Score -9068444 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -9068444.000000 Penalty: 5370.404785
	Iteration 73Q: 3 clusters Score -9068444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -9068427.000000 Penalty: 5370.404785
	Iteration 74Q: 3 clusters Score -9068427 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -9068458.000000 Penalty: 5370.404785
	Iteration 75Q: 3 clusters Score -9068458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -9068450.000000 Penalty: 5370.404785
	Iteration 76Q: 3 clusters Score -9068450 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -9068465.000000 Penalty: 5370.404785
	Iteration 77Q: 3 clusters Score -9068465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -9068480.000000 Penalty: 5370.404785
	Iteration 78Q: 3 clusters Score -9068480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -9068478.000000 Penalty: 5370.404785
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9068494 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9068484 nChanged 141
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Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9068501 nChanged 122
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Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9068525 nChanged 129
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Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9068521 nChanged 130
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Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9068522 nChanged 137
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Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9068531 nChanged 130
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Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9068551 nChanged 137
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Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9068563 nChanged 158
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Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9068560 nChanged 154
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Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9068582 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9068593 nChanged 177
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Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9068582 nChanged 164
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Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9068599 nChanged 158
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Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9068592 nChanged 155
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Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9068594 nChanged 143
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Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9068603 nChanged 131
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Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9068635 nChanged 146
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Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9068596 nChanged 152
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Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9068595 nChanged 161
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Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9068612 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9068650 nChanged 142
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Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9068675 nChanged 153
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Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9068676 nChanged 140
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Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9068674 nChanged 158
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Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9068700 nChanged 155
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Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9068699 nChanged 147
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Mstep: Class 1 contains 11290 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9068690 nChanged 181
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Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9068694 nChanged 165
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Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9068685 nChanged 138
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Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9068686 nChanged 127
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Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9068681 nChanged 161
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Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9068697 nChanged 127
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Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9068708 nChanged 120
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Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9068714 nChanged 105
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Mstep: Class 1 contains 10180 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9068713 nChanged 88
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Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9068702 nChanged 81
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Mstep: Class 1 contains 10017 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9068717 nChanged 82
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Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9068714 nChanged 84
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Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9068729 nChanged 63
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Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9068736 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9068747 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9068742 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9068727 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9068743 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9068739 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9068729 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9068721 nChanged 69
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Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9068722 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9068708 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9068699 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9068710 nChanged 52
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Mstep: Class 1 contains 9083 members 
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	Iteration 132Q: 3 clusters Score -9068727 nChanged 45
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Mstep: Class 1 contains 9038 members 
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	Iteration 133Q: 3 clusters Score -9068725 nChanged 49
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Mstep: Class 1 contains 8989 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9068734 nChanged 44
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Mstep: Class 1 contains 8947 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9068741 nChanged 48
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Mstep: Class 1 contains 8899 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9068744 nChanged 46
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Mstep: Class 1 contains 8853 members 
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	Iteration 137Q: 3 clusters Score -9068734 nChanged 55
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Mstep: Class 1 contains 8798 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9068744 nChanged 61
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Mstep: Class 1 contains 8737 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9068749 nChanged 67
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Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9068736 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8622 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9068741 nChanged 41
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Mstep: Class 1 contains 8581 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9068737 nChanged 53
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Mstep: Class 1 contains 8528 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9068722 nChanged 51
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Mstep: Class 1 contains 8479 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9068745 nChanged 55
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Mstep: Class 1 contains 8424 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9068750 nChanged 55
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Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 42015 members 
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	Iteration 146Q: 3 clusters Score -9068742 nChanged 44
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Mstep: Class 1 contains 8325 members 
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	Iteration 147Q: 3 clusters Score -9068741 nChanged 45
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Mstep: Class 1 contains 8280 members 
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	Iteration 148Q: 3 clusters Score -9068739 nChanged 45
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Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 42149 members 
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	Iteration 149Q: 3 clusters Score -9068737 nChanged 42
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Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9068726 nChanged 40
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Mstep: Class 1 contains 8157 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9068724 nChanged 37
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Mstep: Class 1 contains 8120 members 
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	Iteration 152Q: 3 clusters Score -9068716 nChanged 27
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Mstep: Class 1 contains 8093 members 
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	Iteration 153Q: 3 clusters Score -9068716 nChanged 32
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Mstep: Class 1 contains 8063 members 
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	Iteration 154Q: 3 clusters Score -9068717 nChanged 21
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9068719 nChanged 28
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	Iteration 156Q: 3 clusters Score -9068727 nChanged 37
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Mstep: Class 1 contains 7977 members 
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	Iteration 157Q: 3 clusters Score -9068725 nChanged 26
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	Iteration 158Q: 3 clusters Score -9068711 nChanged 30
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	Iteration 159Q: 3 clusters Score -9068725 nChanged 27
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9068722 nChanged 22
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Mstep: Class 1 contains 7874 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9068726 nChanged 20
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Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 42530 members 
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	Iteration 162Q: 3 clusters Score -9068716 nChanged 15
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Mstep: Class 1 contains 7839 members 
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	Iteration 163Q: 3 clusters Score -9068712 nChanged 19
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Mstep: Class 1 contains 7820 members 
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	Iteration 164Q: 3 clusters Score -9068707 nChanged 16
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	Iteration 165Q: 3 clusters Score -9068693 nChanged 24
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Mstep: Class 1 contains 7782 members 
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	Iteration 166Q: 3 clusters Score -9068700 nChanged 17
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	Iteration 167Q: 3 clusters Score -9068697 nChanged 21
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	Iteration 168Q: 3 clusters Score -9068700 nChanged 28
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	Iteration 169Q: 3 clusters Score -9068710 nChanged 33
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	Iteration 170Q: 3 clusters Score -9068706 nChanged 33
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	Iteration 171Q: 3 clusters Score -9068702 nChanged 36
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	Iteration 172Q: 3 clusters Score -9068696 nChanged 33
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Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -9068712.000000 Penalty: 5370.404785
	Iteration 173Q: 3 clusters Score -9068712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -9068712.000000 Penalty: 5370.404785
	Iteration 174Q: 3 clusters Score -9068712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -9068703.000000 Penalty: 5370.404785
	Iteration 175Q: 3 clusters Score -9068703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -9068697.000000 Penalty: 5370.404785
	Iteration 176Q: 3 clusters Score -9068697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -9068685.000000 Penalty: 5370.404785
	Iteration 177Q: 3 clusters Score -9068685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -9068658.000000 Penalty: 5370.404785
	Iteration 178Q: 3 clusters Score -9068658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -9068664.000000 Penalty: 5370.404785
	Iteration 179Q: 3 clusters Score -9068664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -9068655.000000 Penalty: 5370.404785
	Iteration 180F: 3 clusters Score -9068655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -9068656.000000 Penalty: 5370.404785
	Iteration 181Q: 3 clusters Score -9068656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -9068652.000000 Penalty: 5370.404785
	Iteration 182Q: 3 clusters Score -9068652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -9068657.000000 Penalty: 5370.404785
	Iteration 183Q: 3 clusters Score -9068657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -9068650.000000 Penalty: 5370.404785
	Iteration 184Q: 3 clusters Score -9068650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -9068651.000000 Penalty: 5370.404785
	Iteration 185Q: 3 clusters Score -9068651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -9068655.000000 Penalty: 5370.404785
	Iteration 186Q: 3 clusters Score -9068655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -9068664.000000 Penalty: 5370.404785
	Iteration 187Q: 3 clusters Score -9068664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -9068670.000000 Penalty: 5370.404785
	Iteration 188Q: 3 clusters Score -9068670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -9068661.000000 Penalty: 5370.404785
	Iteration 189Q: 3 clusters Score -9068661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -9068675.000000 Penalty: 5370.404785
	Iteration 190Q: 3 clusters Score -9068675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -9068678.000000 Penalty: 5370.404785
	Iteration 191Q: 3 clusters Score -9068678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -9068664.000000 Penalty: 5370.404785
	Iteration 192Q: 3 clusters Score -9068664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -9068666.000000 Penalty: 5370.404785
	Iteration 193Q: 3 clusters Score -9068666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -9068655.000000 Penalty: 5370.404785
	Iteration 194Q: 3 clusters Score -9068655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -9068642.000000 Penalty: 5370.404785
	Iteration 195Q: 3 clusters Score -9068642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -9068631.000000 Penalty: 5370.404785
	Iteration 196Q: 3 clusters Score -9068631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -9068652.000000 Penalty: 5370.404785
	Iteration 197Q: 3 clusters Score -9068652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -9068646.000000 Penalty: 5370.404785
	Iteration 198Q: 3 clusters Score -9068646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -9068658.000000 Penalty: 5370.404785
	Iteration 199Q: 3 clusters Score -9068658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -9068635.000000 Penalty: 5370.404785
	Iteration 200F: 3 clusters Score -9068635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -9068640.000000 Penalty: 5370.404785
	Iteration 201Q: 3 clusters Score -9068640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -9068637.000000 Penalty: 5370.404785
	Iteration 202Q: 3 clusters Score -9068637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -9068637.000000 Penalty: 5370.404785
	Iteration 203Q: 3 clusters Score -9068637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -9068643.000000 Penalty: 5370.404785
	Iteration 204Q: 3 clusters Score -9068643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -9068632.000000 Penalty: 5370.404785
	Iteration 205Q: 3 clusters Score -9068632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -9068629.000000 Penalty: 5370.404785
	Iteration 206Q: 3 clusters Score -9068629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -9068635.000000 Penalty: 5370.404785
	Iteration 207Q: 3 clusters Score -9068635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -9068633.000000 Penalty: 5370.404785
	Iteration 208Q: 3 clusters Score -9068633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -9068630.000000 Penalty: 5370.404785
	Iteration 209Q: 3 clusters Score -9068630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -9068634.000000 Penalty: 5370.404785
	Iteration 210Q: 3 clusters Score -9068634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -9068634.000000 Penalty: 5370.404785
	Iteration 211F: 3 clusters Score -9068634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -194672.109375 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -194672.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -192589.218750 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -192589.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -192942.890625 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -192942.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -193111.781250 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -193111.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -193236.937500 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -193236.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -193349.203125 Penalty: 3499.862793
	Iteration 4F: 3 clusters Score -193349.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193460.453125 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -193460.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -193608.984375 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -193609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -193749.890625 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -193749.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -193855.031250 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -193855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -193929.500000 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -193929.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -194021.734375 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -194021.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194076.234375 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -194076.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -194156.718750 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -194156.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -194239.906250 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -194239.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -194349.937500 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -194349.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -194465.453125 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -194465.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -194679.156250 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -194679.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -195094.937500 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -195094.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -195348.031250 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -195348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195509.515625 Penalty: 3499.862793
	Iteration 19Q: 3 clusters Score -195509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195548.781250 Penalty: 3499.862793
	Iteration 20F: 3 clusters Score -195548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -195559.390625 Penalty: 3499.862793
	Iteration 21Q: 3 clusters Score -195559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -195559.390625 Penalty: 3499.862793
	Iteration 22F: 3 clusters Score -195559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 44839 members 
Mstep: Class 3 contains 24083 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55789 members 
Mstep: Class 6 contains 27725 members 
Mstep: Class 7 contains 24573 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 50778 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 44334 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44646 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48313 members 
Mstep: Class 29 contains 50384 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 47126 members 
Mstep: Class 32 contains 44644 members 
Mstep: Class 33 contains 52584 members 
Mstep: Class 34 contains 46018 members 
Mstep: Class 35 contains 47808 members 
Mstep: Class 36 contains 49255 members 
Mstep: Class 37 contains 1147 members 
Mstep: Class 38 contains 581 members 
Entering Unmasked Estep 
Score: -196412224.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196412864.000000 to -196412224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (47126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Entering Unmasked Estep 
Score: -8433496.000000 Penalty: 2668.623779
	Iteration 0F: 2 clusters Score -8433496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -8403900.000000 Penalty: 5337.247559
	Iteration 0F: 3 clusters Score -8403900 nChanged 21608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -8415678.000000 Penalty: 5337.247559
	Iteration 1F: 3 clusters Score -8415678 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -8416373.000000 Penalty: 5337.247559
	Iteration 2Q: 3 clusters Score -8416373 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -8417311.000000 Penalty: 5337.247559
	Iteration 3Q: 3 clusters Score -8417311 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -8418694.000000 Penalty: 5337.247559
	Iteration 4F: 3 clusters Score -8418694 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -8420714.000000 Penalty: 5337.247559
	Iteration 5F: 3 clusters Score -8420714 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -8423333.000000 Penalty: 5337.247559
	Iteration 6F: 3 clusters Score -8423333 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8426121.000000 Penalty: 5337.247559
	Iteration 7F: 3 clusters Score -8426121 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -8428465.000000 Penalty: 5337.247559
	Iteration 8F: 3 clusters Score -8428465 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -8429935.000000 Penalty: 5337.247559
	Iteration 9Q: 3 clusters Score -8429935 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -8430775.000000 Penalty: 5337.247559
	Iteration 10Q: 3 clusters Score -8430775 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8431282.000000 Penalty: 5337.247559
	Iteration 11Q: 3 clusters Score -8431282 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8431541.000000 Penalty: 5337.247559
	Iteration 12Q: 3 clusters Score -8431541 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -8431646.000000 Penalty: 5337.247559
	Iteration 13Q: 3 clusters Score -8431646 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8431725.000000 Penalty: 5337.247559
	Iteration 14Q: 3 clusters Score -8431725 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -8431792.000000 Penalty: 5337.247559
	Iteration 15Q: 3 clusters Score -8431792 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8431860.000000 Penalty: 5337.247559
	Iteration 16Q: 3 clusters Score -8431860 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8431865.000000 Penalty: 5337.247559
	Iteration 17Q: 3 clusters Score -8431865 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8431852.000000 Penalty: 5337.247559
	Iteration 18Q: 3 clusters Score -8431852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -8431865.000000 Penalty: 5337.247559
	Iteration 19Q: 3 clusters Score -8431865 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -8431862.000000 Penalty: 5337.247559
	Iteration 20F: 3 clusters Score -8431862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8431886.000000 Penalty: 5337.247559
	Iteration 21Q: 3 clusters Score -8431886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8431870.000000 Penalty: 5337.247559
	Iteration 22Q: 3 clusters Score -8431870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8431890 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8431897 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8431890 nChanged 69
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Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8431883 nChanged 65
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Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8431882 nChanged 54
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Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8431905 nChanged 53
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Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8431909 nChanged 46
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Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8431910 nChanged 30
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Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8431908 nChanged 25
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8431912 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8431896 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8431905 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8431911 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8431893 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8431900 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8431905 nChanged 3
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Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8431901 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8431906 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8431898 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8431898 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8431902 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8431897 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8431894 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8431891 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8431890 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8431888 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8431892 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8431892 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8431890 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1814 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8431893 nChanged 3
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8431895 nChanged 1
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8431897 nChanged 1
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8431899 nChanged 1
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	Iteration 56Q: 3 clusters Score -8431898 nChanged 2
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8431894 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8431904 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8431898 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8431909.000000 Penalty: 5337.247559
	Iteration 60F: 3 clusters Score -8431909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8431901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8431901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8431899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8431892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8431883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8431885 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8431896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8431902 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8431907.000000 Penalty: 5337.247559
	Iteration 69Q: 3 clusters Score -8431907 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8431901 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8431907 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8431908 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8431902 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8431902 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -8431900.000000 Penalty: 5337.247559
	Iteration 75Q: 3 clusters Score -8431900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8431903.000000 Penalty: 5337.247559
	Iteration 76Q: 3 clusters Score -8431903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8431891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8431898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8431891 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8431891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8431880 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8431886 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8431887 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8431887 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8431887 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8431885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8431883.000000 Penalty: 5337.247559
	Iteration 87Q: 3 clusters Score -8431883 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8431886 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8431888 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8431894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8431889.000000 Penalty: 5337.247559
	Iteration 91Q: 3 clusters Score -8431889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8431892 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8431888 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8431887 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8431890 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8431885 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8431886 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8431888 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8431891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8431896 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8431894 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8431895 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8431897 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8431901 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8431904 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8431903 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8431902 nChanged 0
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Entering Unmasked Estep 
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	Iteration 108F: 3 clusters Score -8431902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (44644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -8055167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22492 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8026138 nChanged 20593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8037694 nChanged 1728
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8038148 nChanged 1610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8038692 nChanged 1783
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8039305 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8040248 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -8041894.500000 Penalty: 5310.411621
	Iteration 6F: 3 clusters Score -8041894 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -8044394.000000 Penalty: 5310.411621
	Iteration 7F: 3 clusters Score -8044394 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -8047580.000000 Penalty: 5310.411621
	Iteration 8F: 3 clusters Score -8047580 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8050376.000000 Penalty: 5310.411621
	Iteration 9F: 3 clusters Score -8050376 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8051864.000000 Penalty: 5310.411621
	Iteration 10Q: 3 clusters Score -8051864 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8052465.500000 Penalty: 5310.411621
	Iteration 11Q: 3 clusters Score -8052466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8052661.500000 Penalty: 5310.411621
	Iteration 12Q: 3 clusters Score -8052662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8052761.500000 Penalty: 5310.411621
	Iteration 13Q: 3 clusters Score -8052762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8052804.000000 Penalty: 5310.411621
	Iteration 14Q: 3 clusters Score -8052804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8052857.000000 Penalty: 5310.411621
	Iteration 15Q: 3 clusters Score -8052857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8052878.500000 Penalty: 5310.411621
	Iteration 16Q: 3 clusters Score -8052878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8052904.500000 Penalty: 5310.411621
	Iteration 17Q: 3 clusters Score -8052904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8052924.500000 Penalty: 5310.411621
	Iteration 18Q: 3 clusters Score -8052924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8052920.000000 Penalty: 5310.411621
	Iteration 19Q: 3 clusters Score -8052920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8052929.000000 Penalty: 5310.411621
	Iteration 20F: 3 clusters Score -8052929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8052934.000000 Penalty: 5310.411621
	Iteration 21Q: 3 clusters Score -8052934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8052938.500000 Penalty: 5310.411621
	Iteration 22Q: 3 clusters Score -8052938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8052938.500000 Penalty: 5310.411621
	Iteration 23F: 3 clusters Score -8052938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Entering Unmasked Estep 
Score: -9295526.000000 Penalty: 2695.801270
	Iteration 0F: 2 clusters Score -9295526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -9262658.000000 Penalty: 5391.602539
	Iteration 0F: 3 clusters Score -9262658 nChanged 24219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -9275975.000000 Penalty: 5391.602539
	Iteration 1F: 3 clusters Score -9275975 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -9276461.000000 Penalty: 5391.602539
	Iteration 2Q: 3 clusters Score -9276461 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -9276892.000000 Penalty: 5391.602539
	Iteration 3Q: 3 clusters Score -9276892 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -9277414.000000 Penalty: 5391.602539
	Iteration 4Q: 3 clusters Score -9277414 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -9278152.000000 Penalty: 5391.602539
	Iteration 5Q: 3 clusters Score -9278152 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -9279175.000000 Penalty: 5391.602539
	Iteration 6Q: 3 clusters Score -9279175 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -9280515.000000 Penalty: 5391.602539
	Iteration 7Q: 3 clusters Score -9280515 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -9282654.000000 Penalty: 5391.602539
	Iteration 8F: 3 clusters Score -9282654 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -9285422.000000 Penalty: 5391.602539
	Iteration 9F: 3 clusters Score -9285422 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -9288147.000000 Penalty: 5391.602539
	Iteration 10F: 3 clusters Score -9288147 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -9290201.000000 Penalty: 5391.602539
	Iteration 11F: 3 clusters Score -9290201 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -9291492.000000 Penalty: 5391.602539
	Iteration 12Q: 3 clusters Score -9291492 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9292273.000000 Penalty: 5391.602539
	Iteration 13Q: 3 clusters Score -9292273 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9292706.000000 Penalty: 5391.602539
	Iteration 14Q: 3 clusters Score -9292706 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9292917.000000 Penalty: 5391.602539
	Iteration 15Q: 3 clusters Score -9292917 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9293070.000000 Penalty: 5391.602539
	Iteration 16Q: 3 clusters Score -9293070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9293149.000000 Penalty: 5391.602539
	Iteration 17Q: 3 clusters Score -9293149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9293192.000000 Penalty: 5391.602539
	Iteration 18Q: 3 clusters Score -9293192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9293202.000000 Penalty: 5391.602539
	Iteration 19Q: 3 clusters Score -9293202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9293224.000000 Penalty: 5391.602539
	Iteration 20F: 3 clusters Score -9293224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9293234.000000 Penalty: 5391.602539
	Iteration 21Q: 3 clusters Score -9293234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9293239.000000 Penalty: 5391.602539
	Iteration 22Q: 3 clusters Score -9293239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9293250.000000 Penalty: 5391.602539
	Iteration 23Q: 3 clusters Score -9293250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9293252.000000 Penalty: 5391.602539
	Iteration 24Q: 3 clusters Score -9293252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9293264.000000 Penalty: 5391.602539
	Iteration 25Q: 3 clusters Score -9293264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9293274.000000 Penalty: 5391.602539
	Iteration 26Q: 3 clusters Score -9293274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9293269.000000 Penalty: 5391.602539
	Iteration 27Q: 3 clusters Score -9293269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9293278.000000 Penalty: 5391.602539
	Iteration 28Q: 3 clusters Score -9293278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9293286.000000 Penalty: 5391.602539
	Iteration 29Q: 3 clusters Score -9293286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9293283.000000 Penalty: 5391.602539
	Iteration 30Q: 3 clusters Score -9293283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9293282.000000 Penalty: 5391.602539
	Iteration 31Q: 3 clusters Score -9293282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9293285.000000 Penalty: 5391.602539
	Iteration 32Q: 3 clusters Score -9293285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9293291.000000 Penalty: 5391.602539
	Iteration 33Q: 3 clusters Score -9293291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9293291.000000 Penalty: 5391.602539
	Iteration 34F: 3 clusters Score -9293291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (46018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Entering Unmasked Estep 
Score: -8215547.500000 Penalty: 2662.723389
	Iteration 0F: 2 clusters Score -8215548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8185362.000000 Penalty: 5325.446777
	Iteration 0F: 3 clusters Score -8185362 nChanged 20959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -8196997.000000 Penalty: 5325.446777
	Iteration 1F: 3 clusters Score -8196997 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -8197555.000000 Penalty: 5325.446777
	Iteration 2Q: 3 clusters Score -8197555 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -8198357.500000 Penalty: 5325.446777
	Iteration 3Q: 3 clusters Score -8198358 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8199456.000000 Penalty: 5325.446777
	Iteration 4F: 3 clusters Score -8199456 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -8201125.500000 Penalty: 5325.446777
	Iteration 5F: 3 clusters Score -8201126 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -8203501.000000 Penalty: 5325.446777
	Iteration 6F: 3 clusters Score -8203501 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -8206419.500000 Penalty: 5325.446777
	Iteration 7F: 3 clusters Score -8206420 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8209286.500000 Penalty: 5325.446777
	Iteration 8F: 3 clusters Score -8209286 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -8211268.500000 Penalty: 5325.446777
	Iteration 9F: 3 clusters Score -8211268 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8212468.500000 Penalty: 5325.446777
	Iteration 10Q: 3 clusters Score -8212468 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -8213010.500000 Penalty: 5325.446777
	Iteration 11Q: 3 clusters Score -8213010 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8213334.000000 Penalty: 5325.446777
	Iteration 12Q: 3 clusters Score -8213334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8213486.000000 Penalty: 5325.446777
	Iteration 13Q: 3 clusters Score -8213486 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -8213545.500000 Penalty: 5325.446777
	Iteration 14Q: 3 clusters Score -8213546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8213586.000000 Penalty: 5325.446777
	Iteration 15Q: 3 clusters Score -8213586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8213604.500000 Penalty: 5325.446777
	Iteration 16Q: 3 clusters Score -8213604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8213620.500000 Penalty: 5325.446777
	Iteration 17Q: 3 clusters Score -8213620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -8213647.000000 Penalty: 5325.446777
	Iteration 18Q: 3 clusters Score -8213647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -8213646.000000 Penalty: 5325.446777
	Iteration 19Q: 3 clusters Score -8213646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -8213662.000000 Penalty: 5325.446777
	Iteration 20F: 3 clusters Score -8213662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8213659.000000 Penalty: 5325.446777
	Iteration 21Q: 3 clusters Score -8213659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -8213666.500000 Penalty: 5325.446777
	Iteration 22Q: 3 clusters Score -8213666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8213665.000000 Penalty: 5325.446777
	Iteration 23Q: 3 clusters Score -8213665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8213668.000000 Penalty: 5325.446777
	Iteration 24Q: 3 clusters Score -8213668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8213664.000000 Penalty: 5325.446777
	Iteration 25Q: 3 clusters Score -8213664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8213673.500000 Penalty: 5325.446777
	Iteration 26Q: 3 clusters Score -8213674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8213671.500000 Penalty: 5325.446777
	Iteration 27Q: 3 clusters Score -8213672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8213675.000000 Penalty: 5325.446777
	Iteration 28Q: 3 clusters Score -8213675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8213678.500000 Penalty: 5325.446777
	Iteration 29Q: 3 clusters Score -8213678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8213674.000000 Penalty: 5325.446777
	Iteration 30Q: 3 clusters Score -8213674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8213677.500000 Penalty: 5325.446777
	Iteration 31Q: 3 clusters Score -8213678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8213679.000000 Penalty: 5325.446777
	Iteration 32Q: 3 clusters Score -8213679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8213678.000000 Penalty: 5325.446777
	Iteration 33Q: 3 clusters Score -8213678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -8213679.000000 Penalty: 5325.446777
	Iteration 34Q: 3 clusters Score -8213679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8213677.500000 Penalty: 5325.446777
	Iteration 35Q: 3 clusters Score -8213678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8213677.500000 Penalty: 5325.446777
	Iteration 36F: 3 clusters Score -8213678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (47808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Entering Unmasked Estep 
Score: -8514890.000000 Penalty: 2672.187012
	Iteration 0F: 2 clusters Score -8514890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -8484424.000000 Penalty: 5344.374023
	Iteration 0F: 3 clusters Score -8484424 nChanged 22204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8496661.000000 Penalty: 5344.374023
	Iteration 1F: 3 clusters Score -8496661 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -8497278.000000 Penalty: 5344.374023
	Iteration 2Q: 3 clusters Score -8497278 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -8498042.000000 Penalty: 5344.374023
	Iteration 3Q: 3 clusters Score -8498042 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -8499054.000000 Penalty: 5344.374023
	Iteration 4Q: 3 clusters Score -8499054 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -8500550.000000 Penalty: 5344.374023
	Iteration 5F: 3 clusters Score -8500550 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -8502560.000000 Penalty: 5344.374023
	Iteration 6F: 3 clusters Score -8502560 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8504821.000000 Penalty: 5344.374023
	Iteration 7F: 3 clusters Score -8504821 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -8507025.000000 Penalty: 5344.374023
	Iteration 8F: 3 clusters Score -8507025 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -8508881.000000 Penalty: 5344.374023
	Iteration 9F: 3 clusters Score -8508881 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -8510295.000000 Penalty: 5344.374023
	Iteration 10Q: 3 clusters Score -8510295 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8511223.000000 Penalty: 5344.374023
	Iteration 11Q: 3 clusters Score -8511223 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8511912.000000 Penalty: 5344.374023
	Iteration 12Q: 3 clusters Score -8511912 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -8512342.000000 Penalty: 5344.374023
	Iteration 13Q: 3 clusters Score -8512342 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8512679.000000 Penalty: 5344.374023
	Iteration 14Q: 3 clusters Score -8512679 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -8512926.000000 Penalty: 5344.374023
	Iteration 15Q: 3 clusters Score -8512926 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -8513126.000000 Penalty: 5344.374023
	Iteration 16Q: 3 clusters Score -8513126 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8513199.000000 Penalty: 5344.374023
	Iteration 17Q: 3 clusters Score -8513199 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8513317.000000 Penalty: 5344.374023
	Iteration 18Q: 3 clusters Score -8513317 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8513391.000000 Penalty: 5344.374023
	Iteration 19Q: 3 clusters Score -8513391 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8513483.000000 Penalty: 5344.374023
	Iteration 20F: 3 clusters Score -8513483 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8513508.000000 Penalty: 5344.374023
	Iteration 21Q: 3 clusters Score -8513508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8513518.000000 Penalty: 5344.374023
	Iteration 22Q: 3 clusters Score -8513518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8513530.000000 Penalty: 5344.374023
	Iteration 23Q: 3 clusters Score -8513530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8513549.000000 Penalty: 5344.374023
	Iteration 24Q: 3 clusters Score -8513549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8513550.000000 Penalty: 5344.374023
	Iteration 25Q: 3 clusters Score -8513550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8513564.000000 Penalty: 5344.374023
	Iteration 26Q: 3 clusters Score -8513564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8513567.000000 Penalty: 5344.374023
	Iteration 27Q: 3 clusters Score -8513567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8513586.000000 Penalty: 5344.374023
	Iteration 28Q: 3 clusters Score -8513586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8513574.000000 Penalty: 5344.374023
	Iteration 29Q: 3 clusters Score -8513574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8513592.000000 Penalty: 5344.374023
	Iteration 30Q: 3 clusters Score -8513592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8513587.000000 Penalty: 5344.374023
	Iteration 31Q: 3 clusters Score -8513587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8513583.000000 Penalty: 5344.374023
	Iteration 32Q: 3 clusters Score -8513583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8513578.000000 Penalty: 5344.374023
	Iteration 33Q: 3 clusters Score -8513578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8513581.000000 Penalty: 5344.374023
	Iteration 34Q: 3 clusters Score -8513581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8513585.000000 Penalty: 5344.374023
	Iteration 35Q: 3 clusters Score -8513585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8513581.000000 Penalty: 5344.374023
	Iteration 36Q: 3 clusters Score -8513581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8513580.000000 Penalty: 5344.374023
	Iteration 37Q: 3 clusters Score -8513580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8513584.000000 Penalty: 5344.374023
	Iteration 38Q: 3 clusters Score -8513584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8513590.000000 Penalty: 5344.374023
	Iteration 39Q: 3 clusters Score -8513590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8513593.000000 Penalty: 5344.374023
	Iteration 40F: 3 clusters Score -8513593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8513594.000000 Penalty: 5344.374023
	Iteration 41Q: 3 clusters Score -8513594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8513598.000000 Penalty: 5344.374023
	Iteration 42Q: 3 clusters Score -8513598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8513599.000000 Penalty: 5344.374023
	Iteration 43Q: 3 clusters Score -8513599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8513604.000000 Penalty: 5344.374023
	Iteration 44Q: 3 clusters Score -8513604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8513603.000000 Penalty: 5344.374023
	Iteration 45Q: 3 clusters Score -8513603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8513596.000000 Penalty: 5344.374023
	Iteration 46Q: 3 clusters Score -8513596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8513597.000000 Penalty: 5344.374023
	Iteration 47Q: 3 clusters Score -8513597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8513608.000000 Penalty: 5344.374023
	Iteration 48Q: 3 clusters Score -8513608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8513610.000000 Penalty: 5344.374023
	Iteration 49Q: 3 clusters Score -8513610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8513604.000000 Penalty: 5344.374023
	Iteration 50Q: 3 clusters Score -8513604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8513603.000000 Penalty: 5344.374023
	Iteration 51Q: 3 clusters Score -8513603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8513612.000000 Penalty: 5344.374023
	Iteration 52Q: 3 clusters Score -8513612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8513605.000000 Penalty: 5344.374023
	Iteration 53Q: 3 clusters Score -8513605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8513608.000000 Penalty: 5344.374023
	Iteration 54Q: 3 clusters Score -8513608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8513610.000000 Penalty: 5344.374023
	Iteration 55Q: 3 clusters Score -8513610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8513603.000000 Penalty: 5344.374023
	Iteration 56Q: 3 clusters Score -8513603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8513606.000000 Penalty: 5344.374023
	Iteration 57Q: 3 clusters Score -8513606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8513604.000000 Penalty: 5344.374023
	Iteration 58Q: 3 clusters Score -8513604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8513606.000000 Penalty: 5344.374023
	Iteration 59Q: 3 clusters Score -8513606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8513606.000000 Penalty: 5344.374023
	Iteration 60F: 3 clusters Score -8513606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Entering Unmasked Estep 
Score: -8926926.000000 Penalty: 2679.581787
	Iteration 0F: 2 clusters Score -8926926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -8895795.000000 Penalty: 5359.163574
	Iteration 0F: 3 clusters Score -8895795 nChanged 22989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -8908849.000000 Penalty: 5359.163574
	Iteration 1F: 3 clusters Score -8908849 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -8909655.000000 Penalty: 5359.163574
	Iteration 2Q: 3 clusters Score -8909655 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -8910551.000000 Penalty: 5359.163574
	Iteration 3Q: 3 clusters Score -8910551 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -8911561.000000 Penalty: 5359.163574
	Iteration 4F: 3 clusters Score -8911561 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -8912811.000000 Penalty: 5359.163574
	Iteration 5F: 3 clusters Score -8912811 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -8914307.000000 Penalty: 5359.163574
	Iteration 6F: 3 clusters Score -8914307 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -8916001.000000 Penalty: 5359.163574
	Iteration 7F: 3 clusters Score -8916001 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -8917582.000000 Penalty: 5359.163574
	Iteration 8F: 3 clusters Score -8917582 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -8918904.000000 Penalty: 5359.163574
	Iteration 9Q: 3 clusters Score -8918904 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8919860.000000 Penalty: 5359.163574
	Iteration 10Q: 3 clusters Score -8919860 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -8920477.000000 Penalty: 5359.163574
	Iteration 11Q: 3 clusters Score -8920477 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -8920843.000000 Penalty: 5359.163574
	Iteration 12Q: 3 clusters Score -8920843 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -8921081.000000 Penalty: 5359.163574
	Iteration 13Q: 3 clusters Score -8921081 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -8921342.000000 Penalty: 5359.163574
	Iteration 14Q: 3 clusters Score -8921342 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -8921578.000000 Penalty: 5359.163574
	Iteration 15Q: 3 clusters Score -8921578 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8921799.000000 Penalty: 5359.163574
	Iteration 16Q: 3 clusters Score -8921799 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8922049.000000 Penalty: 5359.163574
	Iteration 17Q: 3 clusters Score -8922049 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -8922284.000000 Penalty: 5359.163574
	Iteration 18Q: 3 clusters Score -8922284 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8922541.000000 Penalty: 5359.163574
	Iteration 19Q: 3 clusters Score -8922541 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -8922680.000000 Penalty: 5359.163574
	Iteration 20F: 3 clusters Score -8922680 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8922799.000000 Penalty: 5359.163574
	Iteration 21Q: 3 clusters Score -8922799 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -8922951.000000 Penalty: 5359.163574
	Iteration 22Q: 3 clusters Score -8922951 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8923042.000000 Penalty: 5359.163574
	Iteration 23Q: 3 clusters Score -8923042 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -8923142.000000 Penalty: 5359.163574
	Iteration 24Q: 3 clusters Score -8923142 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8923268.000000 Penalty: 5359.163574
	Iteration 25Q: 3 clusters Score -8923268 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8923539.000000 Penalty: 5359.163574
	Iteration 26Q: 3 clusters Score -8923539 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8923799.000000 Penalty: 5359.163574
	Iteration 27Q: 3 clusters Score -8923799 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8923979.000000 Penalty: 5359.163574
	Iteration 28Q: 3 clusters Score -8923979 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8924115.000000 Penalty: 5359.163574
	Iteration 29Q: 3 clusters Score -8924115 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8924207.000000 Penalty: 5359.163574
	Iteration 30Q: 3 clusters Score -8924207 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -8924280.000000 Penalty: 5359.163574
	Iteration 31Q: 3 clusters Score -8924280 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -8924410.000000 Penalty: 5359.163574
	Iteration 32Q: 3 clusters Score -8924410 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -8924482.000000 Penalty: 5359.163574
	Iteration 33Q: 3 clusters Score -8924482 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -8924543.000000 Penalty: 5359.163574
	Iteration 34Q: 3 clusters Score -8924543 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -8924623.000000 Penalty: 5359.163574
	Iteration 35Q: 3 clusters Score -8924623 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -8924717.000000 Penalty: 5359.163574
	Iteration 36Q: 3 clusters Score -8924717 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -8924772.000000 Penalty: 5359.163574
	Iteration 37Q: 3 clusters Score -8924772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -8924803.000000 Penalty: 5359.163574
	Iteration 38Q: 3 clusters Score -8924803 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -8924825.000000 Penalty: 5359.163574
	Iteration 39Q: 3 clusters Score -8924825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -8924837.000000 Penalty: 5359.163574
	Iteration 40F: 3 clusters Score -8924837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -8924866.000000 Penalty: 5359.163574
	Iteration 41Q: 3 clusters Score -8924866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -8924875.000000 Penalty: 5359.163574
	Iteration 42Q: 3 clusters Score -8924875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -8924861.000000 Penalty: 5359.163574
	Iteration 43Q: 3 clusters Score -8924861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -8924865.000000 Penalty: 5359.163574
	Iteration 44Q: 3 clusters Score -8924865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -8924871.000000 Penalty: 5359.163574
	Iteration 45Q: 3 clusters Score -8924871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -8924868.000000 Penalty: 5359.163574
	Iteration 46Q: 3 clusters Score -8924868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -8924881.000000 Penalty: 5359.163574
	Iteration 47Q: 3 clusters Score -8924881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -8924864.000000 Penalty: 5359.163574
	Iteration 48Q: 3 clusters Score -8924864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -8924869.000000 Penalty: 5359.163574
	Iteration 49Q: 3 clusters Score -8924869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -8924871.000000 Penalty: 5359.163574
	Iteration 50Q: 3 clusters Score -8924871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -8924867.000000 Penalty: 5359.163574
	Iteration 51Q: 3 clusters Score -8924867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -8924873.000000 Penalty: 5359.163574
	Iteration 52Q: 3 clusters Score -8924873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -8924869.000000 Penalty: 5359.163574
	Iteration 53Q: 3 clusters Score -8924869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -8924881.000000 Penalty: 5359.163574
	Iteration 54Q: 3 clusters Score -8924881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -8924870.000000 Penalty: 5359.163574
	Iteration 55Q: 3 clusters Score -8924870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -8924871.000000 Penalty: 5359.163574
	Iteration 56Q: 3 clusters Score -8924871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -8924875.000000 Penalty: 5359.163574
	Iteration 57Q: 3 clusters Score -8924875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -8924877.000000 Penalty: 5359.163574
	Iteration 58Q: 3 clusters Score -8924877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -8924865.000000 Penalty: 5359.163574
	Iteration 59Q: 3 clusters Score -8924865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -8924869.000000 Penalty: 5359.163574
	Iteration 60F: 3 clusters Score -8924869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -8924877.000000 Penalty: 5359.163574
	Iteration 61Q: 3 clusters Score -8924877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -8924875.000000 Penalty: 5359.163574
	Iteration 62Q: 3 clusters Score -8924875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -8924881.000000 Penalty: 5359.163574
	Iteration 63Q: 3 clusters Score -8924881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -8924883.000000 Penalty: 5359.163574
	Iteration 64Q: 3 clusters Score -8924883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -8924883.000000 Penalty: 5359.163574
	Iteration 65F: 3 clusters Score -8924883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -163241.718750 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -163241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -161269.406250 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -161269.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161927.484375 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -161927.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162350.140625 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -162350.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162749.875000 Penalty: 3494.272949
	Iteration 3F: 3 clusters Score -162749.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -163046.562500 Penalty: 3494.272949
	Iteration 4F: 3 clusters Score -163046.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -163259.500000 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -163259.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -163479.609375 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -163479.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -163705.453125 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -163705.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -163847.640625 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -163847.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -163956.031250 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -163956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -164036.312500 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -164036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -164076.562500 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -164076.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -164114.156250 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -164114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164143.718750 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -164143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164171.328125 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -164171.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164178.515625 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -164178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -164180.562500 Penalty: 3494.272949
	Iteration 16Q: 3 clusters Score -164180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -164188.234375 Penalty: 3494.272949
	Iteration 17F: 3 clusters Score -164188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164191.281250 Penalty: 3494.272949
	Iteration 18Q: 3 clusters Score -164191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164191.281250 Penalty: 3494.272949
	Iteration 19F: 3 clusters Score -164191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 44839 members 
Mstep: Class 3 contains 24083 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55789 members 
Mstep: Class 6 contains 27725 members 
Mstep: Class 7 contains 24573 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 50778 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 44334 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44646 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48313 members 
Mstep: Class 29 contains 50384 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47126 members 
Mstep: Class 32 contains 44644 members 
Mstep: Class 33 contains 52584 members 
Mstep: Class 34 contains 46018 members 
Mstep: Class 35 contains 47808 members 
Mstep: Class 36 contains 49255 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 498 members 
Entering Unmasked Estep 
Score: -196412256.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196412864.000000 to -196412256.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 44839 members 
Mstep: Class 3 contains 24083 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 55789 members 
Mstep: Class 6 contains 27725 members 
Mstep: Class 7 contains 24573 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 50778 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 44334 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 44646 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 14427 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48313 members 
Mstep: Class 29 contains 50384 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47126 members 
Mstep: Class 32 contains 44644 members 
Mstep: Class 33 contains 52584 members 
Mstep: Class 34 contains 46018 members 
Mstep: Class 35 contains 47808 members 
Mstep: Class 36 contains 49255 members 
Mstep: Class 37 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413008.000000 Penalty: 127827.164062
Iteration 239Q: 38 clusters Score -1.96413e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 45096 members 
Mstep: Class 3 contains 24066 members 
Mstep: Class 4 contains 48949 members 
Mstep: Class 5 contains 55815 members 
Mstep: Class 6 contains 27716 members 
Mstep: Class 7 contains 24560 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41461 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 50782 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 42491 members 
Mstep: Class 17 contains 53153 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 49768 members 
Mstep: Class 20 contains 50436 members 
Mstep: Class 21 contains 44336 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 44643 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14405 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48302 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 47061 members 
Mstep: Class 32 contains 44520 members 
Mstep: Class 33 contains 52563 members 
Mstep: Class 34 contains 45990 members 
Mstep: Class 35 contains 47714 members 
Mstep: Class 36 contains 49258 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413216.000000 Penalty: 127827.164062
Iteration 240F: 38 clusters Score -1.964132e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 45319 members 
Mstep: Class 3 contains 24051 members 
Mstep: Class 4 contains 48945 members 
Mstep: Class 5 contains 55828 members 
Mstep: Class 6 contains 27708 members 
Mstep: Class 7 contains 24553 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 9 contains 41459 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 50776 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17194 members 
Mstep: Class 16 contains 42488 members 
Mstep: Class 17 contains 53295 members 
Mstep: Class 18 contains 4416 members 
Mstep: Class 19 contains 49737 members 
Mstep: Class 20 contains 50473 members 
Mstep: Class 21 contains 44325 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 44641 members 
Mstep: Class 24 contains 10895 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 14384 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48280 members 
Mstep: Class 29 contains 50366 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46991 members 
Mstep: Class 32 contains 44390 members 
Mstep: Class 33 contains 52525 members 
Mstep: Class 34 contains 45979 members 
Mstep: Class 35 contains 47644 members 
Mstep: Class 36 contains 49310 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413360.000000 Penalty: 127827.164062
Iteration 241Q: 38 clusters Score -1.964134e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 45495 members 
Mstep: Class 3 contains 24042 members 
Mstep: Class 4 contains 48942 members 
Mstep: Class 5 contains 55841 members 
Mstep: Class 6 contains 27698 members 
Mstep: Class 7 contains 24543 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 16174 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 50772 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17191 members 
Mstep: Class 16 contains 42487 members 
Mstep: Class 17 contains 53412 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 49726 members 
Mstep: Class 20 contains 50505 members 
Mstep: Class 21 contains 44309 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 44631 members 
Mstep: Class 24 contains 10895 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 14359 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48272 members 
Mstep: Class 29 contains 50354 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46937 members 
Mstep: Class 32 contains 44317 members 
Mstep: Class 33 contains 52500 members 
Mstep: Class 34 contains 45957 members 
Mstep: Class 35 contains 47567 members 
Mstep: Class 36 contains 49349 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413360.000000 Penalty: 127827.164062
Iteration 242Q: 38 clusters Score -1.964134e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 45642 members 
Mstep: Class 3 contains 24022 members 
Mstep: Class 4 contains 48943 members 
Mstep: Class 5 contains 55850 members 
Mstep: Class 6 contains 27698 members 
Mstep: Class 7 contains 24540 members 
Mstep: Class 8 contains 5398 members 
Mstep: Class 9 contains 41442 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 50786 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 17190 members 
Mstep: Class 16 contains 42484 members 
Mstep: Class 17 contains 53505 members 
Mstep: Class 18 contains 4410 members 
Mstep: Class 19 contains 49712 members 
Mstep: Class 20 contains 50520 members 
Mstep: Class 21 contains 44314 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 44616 members 
Mstep: Class 24 contains 10893 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 14352 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48269 members 
Mstep: Class 29 contains 50325 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46887 members 
Mstep: Class 32 contains 44265 members 
Mstep: Class 33 contains 52470 members 
Mstep: Class 34 contains 45945 members 
Mstep: Class 35 contains 47495 members 
Mstep: Class 36 contains 49383 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413312.000000 Penalty: 127827.164062
Iteration 243Q: 38 clusters Score -1.964133e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 45747 members 
Mstep: Class 3 contains 23997 members 
Mstep: Class 4 contains 48943 members 
Mstep: Class 5 contains 55850 members 
Mstep: Class 6 contains 27690 members 
Mstep: Class 7 contains 24525 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 9 contains 41429 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 50790 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 17185 members 
Mstep: Class 16 contains 42480 members 
Mstep: Class 17 contains 53594 members 
Mstep: Class 18 contains 4407 members 
Mstep: Class 19 contains 49686 members 
Mstep: Class 20 contains 50518 members 
Mstep: Class 21 contains 44320 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 44590 members 
Mstep: Class 24 contains 10893 members 
Mstep: Class 25 contains 2453 members 
Mstep: Class 26 contains 14349 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48256 members 
Mstep: Class 29 contains 50325 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46853 members 
Mstep: Class 32 contains 44258 members 
Mstep: Class 33 contains 52468 members 
Mstep: Class 34 contains 45940 members 
Mstep: Class 35 contains 47428 members 
Mstep: Class 36 contains 49423 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413360.000000 Penalty: 127827.164062
Iteration 244Q: 38 clusters Score -1.964134e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 45859 members 
Mstep: Class 3 contains 23991 members 
Mstep: Class 4 contains 48940 members 
Mstep: Class 5 contains 55849 members 
Mstep: Class 6 contains 27684 members 
Mstep: Class 7 contains 24511 members 
Mstep: Class 8 contains 5404 members 
Mstep: Class 9 contains 41420 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6988 members 
Mstep: Class 13 contains 50796 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 17183 members 
Mstep: Class 16 contains 42476 members 
Mstep: Class 17 contains 53673 members 
Mstep: Class 18 contains 4403 members 
Mstep: Class 19 contains 49681 members 
Mstep: Class 20 contains 50500 members 
Mstep: Class 21 contains 44299 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 44572 members 
Mstep: Class 24 contains 10887 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14355 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48238 members 
Mstep: Class 29 contains 50324 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46798 members 
Mstep: Class 32 contains 44246 members 
Mstep: Class 33 contains 52453 members 
Mstep: Class 34 contains 45928 members 
Mstep: Class 35 contains 47374 members 
Mstep: Class 36 contains 49496 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413856.000000 Penalty: 127827.164062
Iteration 245Q: 38 clusters Score -1.964139e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 45944 members 
Mstep: Class 3 contains 23983 members 
Mstep: Class 4 contains 48942 members 
Mstep: Class 5 contains 55840 members 
Mstep: Class 6 contains 27670 members 
Mstep: Class 7 contains 24501 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 41411 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 50801 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 42472 members 
Mstep: Class 17 contains 53765 members 
Mstep: Class 18 contains 4395 members 
Mstep: Class 19 contains 49687 members 
Mstep: Class 20 contains 50501 members 
Mstep: Class 21 contains 44275 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44567 members 
Mstep: Class 24 contains 10890 members 
Mstep: Class 25 contains 2453 members 
Mstep: Class 26 contains 14359 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48219 members 
Mstep: Class 29 contains 50325 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46745 members 
Mstep: Class 32 contains 44243 members 
Mstep: Class 33 contains 52417 members 
Mstep: Class 34 contains 45919 members 
Mstep: Class 35 contains 47327 members 
Mstep: Class 36 contains 49541 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413936.000000 Penalty: 127827.164062
Iteration 246Q: 38 clusters Score -1.964139e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 45992 members 
Mstep: Class 3 contains 23969 members 
Mstep: Class 4 contains 48952 members 
Mstep: Class 5 contains 55832 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 24488 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 9 contains 41403 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 50797 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 17185 members 
Mstep: Class 16 contains 42463 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 49701 members 
Mstep: Class 20 contains 50488 members 
Mstep: Class 21 contains 44263 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44579 members 
Mstep: Class 24 contains 10891 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14356 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48198 members 
Mstep: Class 29 contains 50329 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46686 members 
Mstep: Class 32 contains 44255 members 
Mstep: Class 33 contains 52388 members 
Mstep: Class 34 contains 45911 members 
Mstep: Class 35 contains 47299 members 
Mstep: Class 36 contains 49567 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413920.000000 Penalty: 127827.164062
Iteration 247Q: 38 clusters Score -1.964139e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 46001 members 
Mstep: Class 3 contains 23951 members 
Mstep: Class 4 contains 48964 members 
Mstep: Class 5 contains 55820 members 
Mstep: Class 6 contains 27644 members 
Mstep: Class 7 contains 24476 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 41399 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 50794 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 17187 members 
Mstep: Class 16 contains 42466 members 
Mstep: Class 17 contains 54022 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 49712 members 
Mstep: Class 20 contains 50469 members 
Mstep: Class 21 contains 44222 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44593 members 
Mstep: Class 24 contains 10895 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14347 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48190 members 
Mstep: Class 29 contains 50324 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46661 members 
Mstep: Class 32 contains 44246 members 
Mstep: Class 33 contains 52378 members 
Mstep: Class 34 contains 45888 members 
Mstep: Class 35 contains 47260 members 
Mstep: Class 36 contains 49605 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414080.000000 Penalty: 127827.164062
Iteration 248Q: 38 clusters Score -1.964141e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 46021 members 
Mstep: Class 3 contains 23927 members 
Mstep: Class 4 contains 48967 members 
Mstep: Class 5 contains 55813 members 
Mstep: Class 6 contains 27632 members 
Mstep: Class 7 contains 24462 members 
Mstep: Class 8 contains 5396 members 
Mstep: Class 9 contains 41395 members 
Mstep: Class 10 contains 16139 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 50779 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 54177 members 
Mstep: Class 18 contains 4379 members 
Mstep: Class 19 contains 49727 members 
Mstep: Class 20 contains 50473 members 
Mstep: Class 21 contains 44168 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44600 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14344 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48181 members 
Mstep: Class 29 contains 50324 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46636 members 
Mstep: Class 32 contains 44222 members 
Mstep: Class 33 contains 52372 members 
Mstep: Class 34 contains 45876 members 
Mstep: Class 35 contains 47221 members 
Mstep: Class 36 contains 49647 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414112.000000 Penalty: 127827.164062
Iteration 249Q: 38 clusters Score -1.964141e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 46044 members 
Mstep: Class 3 contains 23917 members 
Mstep: Class 4 contains 48970 members 
Mstep: Class 5 contains 55811 members 
Mstep: Class 6 contains 27618 members 
Mstep: Class 7 contains 24448 members 
Mstep: Class 8 contains 5392 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 16132 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 50780 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17183 members 
Mstep: Class 16 contains 42459 members 
Mstep: Class 17 contains 54324 members 
Mstep: Class 18 contains 4379 members 
Mstep: Class 19 contains 49737 members 
Mstep: Class 20 contains 50454 members 
Mstep: Class 21 contains 44115 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44592 members 
Mstep: Class 24 contains 10891 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14348 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48180 members 
Mstep: Class 29 contains 50326 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46601 members 
Mstep: Class 32 contains 44194 members 
Mstep: Class 33 contains 52364 members 
Mstep: Class 34 contains 45856 members 
Mstep: Class 35 contains 47202 members 
Mstep: Class 36 contains 49705 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413520.000000 Penalty: 127827.164062
Iteration 250Q: 38 clusters Score -1.964135e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 46097 members 
Mstep: Class 3 contains 23909 members 
Mstep: Class 4 contains 48973 members 
Mstep: Class 5 contains 55809 members 
Mstep: Class 6 contains 27608 members 
Mstep: Class 7 contains 24438 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 41379 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 50790 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17186 members 
Mstep: Class 16 contains 42459 members 
Mstep: Class 17 contains 54416 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 49754 members 
Mstep: Class 20 contains 50470 members 
Mstep: Class 21 contains 44050 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44582 members 
Mstep: Class 24 contains 10887 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 14348 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48179 members 
Mstep: Class 29 contains 50328 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46556 members 
Mstep: Class 32 contains 44171 members 
Mstep: Class 33 contains 52355 members 
Mstep: Class 34 contains 45835 members 
Mstep: Class 35 contains 47188 members 
Mstep: Class 36 contains 49741 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413712.000000 Penalty: 127827.164062
Iteration 251Q: 38 clusters Score -1.964137e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 46133 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 48975 members 
Mstep: Class 5 contains 55821 members 
Mstep: Class 6 contains 27602 members 
Mstep: Class 7 contains 24419 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 41367 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 50799 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17186 members 
Mstep: Class 16 contains 42460 members 
Mstep: Class 17 contains 54487 members 
Mstep: Class 18 contains 4365 members 
Mstep: Class 19 contains 49793 members 
Mstep: Class 20 contains 50471 members 
Mstep: Class 21 contains 43973 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44570 members 
Mstep: Class 24 contains 10885 members 
Mstep: Class 25 contains 2451 members 
Mstep: Class 26 contains 14352 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48185 members 
Mstep: Class 29 contains 50327 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46526 members 
Mstep: Class 32 contains 44172 members 
Mstep: Class 33 contains 52347 members 
Mstep: Class 34 contains 45815 members 
Mstep: Class 35 contains 47160 members 
Mstep: Class 36 contains 49793 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413872.000000 Penalty: 127827.164062
Iteration 252Q: 38 clusters Score -1.964139e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 46171 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 48976 members 
Mstep: Class 5 contains 55819 members 
Mstep: Class 6 contains 27593 members 
Mstep: Class 7 contains 24407 members 
Mstep: Class 8 contains 5396 members 
Mstep: Class 9 contains 41354 members 
Mstep: Class 10 contains 16125 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 50811 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 42461 members 
Mstep: Class 17 contains 54562 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 49848 members 
Mstep: Class 20 contains 50451 members 
Mstep: Class 21 contains 43909 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44557 members 
Mstep: Class 24 contains 10877 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 14360 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48191 members 
Mstep: Class 29 contains 50330 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46493 members 
Mstep: Class 32 contains 44206 members 
Mstep: Class 33 contains 52333 members 
Mstep: Class 34 contains 45796 members 
Mstep: Class 35 contains 47115 members 
Mstep: Class 36 contains 49821 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413872.000000 Penalty: 127827.164062
Iteration 253Q: 38 clusters Score -1.964139e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 46209 members 
Mstep: Class 3 contains 23869 members 
Mstep: Class 4 contains 48983 members 
Mstep: Class 5 contains 55806 members 
Mstep: Class 6 contains 27592 members 
Mstep: Class 7 contains 24395 members 
Mstep: Class 8 contains 5398 members 
Mstep: Class 9 contains 41348 members 
Mstep: Class 10 contains 16117 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 50824 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17182 members 
Mstep: Class 16 contains 42473 members 
Mstep: Class 17 contains 54658 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 49881 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 43852 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44543 members 
Mstep: Class 24 contains 10877 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 14357 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48185 members 
Mstep: Class 29 contains 50325 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46471 members 
Mstep: Class 32 contains 44216 members 
Mstep: Class 33 contains 52314 members 
Mstep: Class 34 contains 45760 members 
Mstep: Class 35 contains 47091 members 
Mstep: Class 36 contains 49868 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413728.000000 Penalty: 127827.164062
Iteration 254Q: 38 clusters Score -1.964137e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 46213 members 
Mstep: Class 3 contains 23845 members 
Mstep: Class 4 contains 48990 members 
Mstep: Class 5 contains 55789 members 
Mstep: Class 6 contains 27591 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 41339 members 
Mstep: Class 10 contains 16114 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 50847 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17187 members 
Mstep: Class 16 contains 42486 members 
Mstep: Class 17 contains 54795 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 20 contains 50405 members 
Mstep: Class 21 contains 43812 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44522 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 14355 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48177 members 
Mstep: Class 29 contains 50321 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46438 members 
Mstep: Class 32 contains 44217 members 
Mstep: Class 33 contains 52318 members 
Mstep: Class 34 contains 45737 members 
Mstep: Class 35 contains 47060 members 
Mstep: Class 36 contains 49904 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413488.000000 Penalty: 127827.164062
Iteration 255Q: 38 clusters Score -1.964135e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 46235 members 
Mstep: Class 3 contains 23816 members 
Mstep: Class 4 contains 48993 members 
Mstep: Class 5 contains 55777 members 
Mstep: Class 6 contains 27592 members 
Mstep: Class 7 contains 24370 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 9 contains 41337 members 
Mstep: Class 10 contains 16111 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 50868 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17185 members 
Mstep: Class 16 contains 42496 members 
Mstep: Class 17 contains 54898 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 50415 members 
Mstep: Class 21 contains 43784 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44508 members 
Mstep: Class 24 contains 10872 members 
Mstep: Class 25 contains 2448 members 
Mstep: Class 26 contains 14356 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48174 members 
Mstep: Class 29 contains 50329 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46387 members 
Mstep: Class 32 contains 44211 members 
Mstep: Class 33 contains 52304 members 
Mstep: Class 34 contains 45721 members 
Mstep: Class 35 contains 47036 members 
Mstep: Class 36 contains 49934 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413456.000000 Penalty: 127827.164062
Iteration 256Q: 38 clusters Score -1.964135e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 46268 members 
Mstep: Class 3 contains 23804 members 
Mstep: Class 4 contains 48996 members 
Mstep: Class 5 contains 55775 members 
Mstep: Class 6 contains 27590 members 
Mstep: Class 7 contains 24357 members 
Mstep: Class 8 contains 5405 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 50878 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17183 members 
Mstep: Class 16 contains 42498 members 
Mstep: Class 17 contains 54991 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 49919 members 
Mstep: Class 20 contains 50424 members 
Mstep: Class 21 contains 43759 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44492 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 14355 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48172 members 
Mstep: Class 29 contains 50320 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46340 members 
Mstep: Class 32 contains 44195 members 
Mstep: Class 33 contains 52297 members 
Mstep: Class 34 contains 45715 members 
Mstep: Class 35 contains 47002 members 
Mstep: Class 36 contains 49976 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413216.000000 Penalty: 127827.164062
Iteration 257Q: 38 clusters Score -1.964132e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 46304 members 
Mstep: Class 3 contains 23784 members 
Mstep: Class 4 contains 49000 members 
Mstep: Class 5 contains 55761 members 
Mstep: Class 6 contains 27593 members 
Mstep: Class 7 contains 24344 members 
Mstep: Class 8 contains 5409 members 
Mstep: Class 9 contains 41306 members 
Mstep: Class 10 contains 16108 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 50892 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17182 members 
Mstep: Class 16 contains 42491 members 
Mstep: Class 17 contains 55055 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 49947 members 
Mstep: Class 20 contains 50461 members 
Mstep: Class 21 contains 43729 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44479 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 14347 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48167 members 
Mstep: Class 29 contains 50309 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46301 members 
Mstep: Class 32 contains 44180 members 
Mstep: Class 33 contains 52302 members 
Mstep: Class 34 contains 45706 members 
Mstep: Class 35 contains 46969 members 
Mstep: Class 36 contains 50012 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413008.000000 Penalty: 127827.164062
Iteration 258Q: 38 clusters Score -1.96413e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 46327 members 
Mstep: Class 3 contains 23777 members 
Mstep: Class 4 contains 49006 members 
Mstep: Class 5 contains 55751 members 
Mstep: Class 6 contains 27594 members 
Mstep: Class 7 contains 24335 members 
Mstep: Class 8 contains 5409 members 
Mstep: Class 9 contains 41302 members 
Mstep: Class 10 contains 16107 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 50900 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 42491 members 
Mstep: Class 17 contains 55116 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 49970 members 
Mstep: Class 20 contains 50450 members 
Mstep: Class 21 contains 43692 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44479 members 
Mstep: Class 24 contains 10870 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 14352 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48173 members 
Mstep: Class 29 contains 50304 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46263 members 
Mstep: Class 32 contains 44180 members 
Mstep: Class 33 contains 52294 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46951 members 
Mstep: Class 36 contains 50024 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412672.000000 Penalty: 127827.164062
Iteration 259Q: 38 clusters Score -1.964127e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 46365 members 
Mstep: Class 3 contains 23759 members 
Mstep: Class 4 contains 49005 members 
Mstep: Class 5 contains 55741 members 
Mstep: Class 6 contains 27588 members 
Mstep: Class 7 contains 24330 members 
Mstep: Class 8 contains 5409 members 
Mstep: Class 9 contains 41299 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 50932 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17179 members 
Mstep: Class 16 contains 42489 members 
Mstep: Class 17 contains 55168 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 50002 members 
Mstep: Class 20 contains 50443 members 
Mstep: Class 21 contains 43648 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44465 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 14359 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48173 members 
Mstep: Class 29 contains 50296 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46246 members 
Mstep: Class 32 contains 44180 members 
Mstep: Class 33 contains 52284 members 
Mstep: Class 34 contains 45680 members 
Mstep: Class 35 contains 46929 members 
Mstep: Class 36 contains 50035 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412480.000000 Penalty: 127827.164062
Iteration 260F: 38 clusters Score -1.964125e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 46397 members 
Mstep: Class 3 contains 23734 members 
Mstep: Class 4 contains 49009 members 
Mstep: Class 5 contains 55745 members 
Mstep: Class 6 contains 27589 members 
Mstep: Class 7 contains 24321 members 
Mstep: Class 8 contains 5410 members 
Mstep: Class 9 contains 41294 members 
Mstep: Class 10 contains 16095 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 50947 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42491 members 
Mstep: Class 17 contains 55216 members 
Mstep: Class 18 contains 4318 members 
Mstep: Class 19 contains 50039 members 
Mstep: Class 20 contains 50437 members 
Mstep: Class 21 contains 43598 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44453 members 
Mstep: Class 24 contains 10870 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14354 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48179 members 
Mstep: Class 29 contains 50308 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46221 members 
Mstep: Class 32 contains 44189 members 
Mstep: Class 33 contains 52279 members 
Mstep: Class 34 contains 45670 members 
Mstep: Class 35 contains 46890 members 
Mstep: Class 36 contains 50063 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412368.000000 Penalty: 127827.164062
Iteration 261Q: 38 clusters Score -1.964124e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 46422 members 
Mstep: Class 3 contains 23718 members 
Mstep: Class 4 contains 49009 members 
Mstep: Class 5 contains 55727 members 
Mstep: Class 6 contains 27582 members 
Mstep: Class 7 contains 24313 members 
Mstep: Class 8 contains 5410 members 
Mstep: Class 9 contains 41291 members 
Mstep: Class 10 contains 16093 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 50965 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42490 members 
Mstep: Class 17 contains 55287 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 50090 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 43532 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44443 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14356 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48175 members 
Mstep: Class 29 contains 50310 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46210 members 
Mstep: Class 32 contains 44174 members 
Mstep: Class 33 contains 52290 members 
Mstep: Class 34 contains 45660 members 
Mstep: Class 35 contains 46865 members 
Mstep: Class 36 contains 50083 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412240.000000 Penalty: 127827.164062
Iteration 262Q: 38 clusters Score -1.964122e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 46466 members 
Mstep: Class 3 contains 23693 members 
Mstep: Class 4 contains 49011 members 
Mstep: Class 5 contains 55707 members 
Mstep: Class 6 contains 27575 members 
Mstep: Class 7 contains 24306 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 41283 members 
Mstep: Class 10 contains 16093 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 50995 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17171 members 
Mstep: Class 16 contains 42494 members 
Mstep: Class 17 contains 55360 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 50151 members 
Mstep: Class 20 contains 50373 members 
Mstep: Class 21 contains 43461 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44446 members 
Mstep: Class 24 contains 10859 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48175 members 
Mstep: Class 29 contains 50319 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46206 members 
Mstep: Class 32 contains 44146 members 
Mstep: Class 33 contains 52297 members 
Mstep: Class 34 contains 45655 members 
Mstep: Class 35 contains 46826 members 
Mstep: Class 36 contains 50105 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412304.000000 Penalty: 127827.164062
Iteration 263Q: 38 clusters Score -1.964123e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 46497 members 
Mstep: Class 3 contains 23673 members 
Mstep: Class 4 contains 49014 members 
Mstep: Class 5 contains 55694 members 
Mstep: Class 6 contains 27571 members 
Mstep: Class 7 contains 24296 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 41288 members 
Mstep: Class 10 contains 16086 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 51017 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 55420 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 50214 members 
Mstep: Class 20 contains 50349 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44451 members 
Mstep: Class 24 contains 10856 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14354 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48170 members 
Mstep: Class 29 contains 50324 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 46180 members 
Mstep: Class 32 contains 44141 members 
Mstep: Class 33 contains 52294 members 
Mstep: Class 34 contains 45646 members 
Mstep: Class 35 contains 46792 members 
Mstep: Class 36 contains 50138 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412256.000000 Penalty: 127827.164062
Iteration 264Q: 38 clusters Score -1.964123e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 46521 members 
Mstep: Class 3 contains 23656 members 
Mstep: Class 4 contains 49016 members 
Mstep: Class 5 contains 55671 members 
Mstep: Class 6 contains 27564 members 
Mstep: Class 7 contains 24288 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 41290 members 
Mstep: Class 10 contains 16079 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 51042 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42495 members 
Mstep: Class 17 contains 55478 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50269 members 
Mstep: Class 20 contains 50351 members 
Mstep: Class 21 contains 43301 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44448 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14355 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48169 members 
Mstep: Class 29 contains 50316 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 46148 members 
Mstep: Class 32 contains 44154 members 
Mstep: Class 33 contains 52281 members 
Mstep: Class 34 contains 45670 members 
Mstep: Class 35 contains 46767 members 
Mstep: Class 36 contains 50126 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412352.000000 Penalty: 127827.164062
Iteration 265Q: 38 clusters Score -1.964124e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 46551 members 
Mstep: Class 3 contains 23641 members 
Mstep: Class 4 contains 49018 members 
Mstep: Class 5 contains 55645 members 
Mstep: Class 6 contains 27560 members 
Mstep: Class 7 contains 24280 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 41287 members 
Mstep: Class 10 contains 16076 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 51074 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 42494 members 
Mstep: Class 17 contains 55511 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 50297 members 
Mstep: Class 20 contains 50365 members 
Mstep: Class 21 contains 43240 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44448 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14352 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48156 members 
Mstep: Class 29 contains 50317 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 46130 members 
Mstep: Class 32 contains 44183 members 
Mstep: Class 33 contains 52275 members 
Mstep: Class 34 contains 45690 members 
Mstep: Class 35 contains 46729 members 
Mstep: Class 36 contains 50115 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411952.000000 Penalty: 127827.164062
Iteration 266Q: 38 clusters Score -1.96412e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 46584 members 
Mstep: Class 3 contains 23631 members 
Mstep: Class 4 contains 49024 members 
Mstep: Class 5 contains 55632 members 
Mstep: Class 6 contains 27554 members 
Mstep: Class 7 contains 24274 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 41283 members 
Mstep: Class 10 contains 16072 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 51106 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17174 members 
Mstep: Class 16 contains 42495 members 
Mstep: Class 17 contains 55543 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 50307 members 
Mstep: Class 20 contains 50367 members 
Mstep: Class 21 contains 43205 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44447 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14340 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48154 members 
Mstep: Class 29 contains 50293 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 46113 members 
Mstep: Class 32 contains 44211 members 
Mstep: Class 33 contains 52268 members 
Mstep: Class 34 contains 45708 members 
Mstep: Class 35 contains 46706 members 
Mstep: Class 36 contains 50094 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411920.000000 Penalty: 127827.164062
Iteration 267Q: 38 clusters Score -1.964119e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 46613 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 49029 members 
Mstep: Class 5 contains 55619 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 24275 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 41294 members 
Mstep: Class 10 contains 16073 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 51119 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 42495 members 
Mstep: Class 17 contains 55586 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 50306 members 
Mstep: Class 20 contains 50370 members 
Mstep: Class 21 contains 43181 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44444 members 
Mstep: Class 24 contains 10856 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14336 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48146 members 
Mstep: Class 29 contains 50285 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 46091 members 
Mstep: Class 32 contains 44240 members 
Mstep: Class 33 contains 52265 members 
Mstep: Class 34 contains 45716 members 
Mstep: Class 35 contains 46697 members 
Mstep: Class 36 contains 50049 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412112.000000 Penalty: 127827.164062
Iteration 268Q: 38 clusters Score -1.964121e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 46631 members 
Mstep: Class 3 contains 23592 members 
Mstep: Class 4 contains 49035 members 
Mstep: Class 5 contains 55604 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 24262 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 41288 members 
Mstep: Class 10 contains 16073 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 51115 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17182 members 
Mstep: Class 16 contains 42488 members 
Mstep: Class 17 contains 55632 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50317 members 
Mstep: Class 20 contains 50373 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44443 members 
Mstep: Class 24 contains 10856 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14336 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48134 members 
Mstep: Class 29 contains 50304 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 46056 members 
Mstep: Class 32 contains 44261 members 
Mstep: Class 33 contains 52261 members 
Mstep: Class 34 contains 45720 members 
Mstep: Class 35 contains 46690 members 
Mstep: Class 36 contains 50027 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412288.000000 Penalty: 127827.164062
Iteration 269Q: 38 clusters Score -1.964123e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 46653 members 
Mstep: Class 3 contains 23569 members 
Mstep: Class 4 contains 49036 members 
Mstep: Class 5 contains 55579 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 24256 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 16075 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 42484 members 
Mstep: Class 17 contains 55670 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50340 members 
Mstep: Class 20 contains 50381 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44435 members 
Mstep: Class 24 contains 10855 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14336 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48123 members 
Mstep: Class 29 contains 50324 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 46016 members 
Mstep: Class 32 contains 44288 members 
Mstep: Class 33 contains 52253 members 
Mstep: Class 34 contains 45725 members 
Mstep: Class 35 contains 46676 members 
Mstep: Class 36 contains 49992 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412384.000000 Penalty: 127827.164062
Iteration 270Q: 38 clusters Score -1.964124e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 46692 members 
Mstep: Class 3 contains 23550 members 
Mstep: Class 4 contains 49039 members 
Mstep: Class 5 contains 55563 members 
Mstep: Class 6 contains 27539 members 
Mstep: Class 7 contains 24255 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 41276 members 
Mstep: Class 10 contains 16070 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 51130 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 42479 members 
Mstep: Class 17 contains 55692 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50362 members 
Mstep: Class 20 contains 50348 members 
Mstep: Class 21 contains 43205 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44426 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 14339 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48122 members 
Mstep: Class 29 contains 50344 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45976 members 
Mstep: Class 32 contains 44322 members 
Mstep: Class 33 contains 52250 members 
Mstep: Class 34 contains 45724 members 
Mstep: Class 35 contains 46675 members 
Mstep: Class 36 contains 49944 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412544.000000 Penalty: 127827.164062
Iteration 271Q: 38 clusters Score -1.964125e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 46718 members 
Mstep: Class 3 contains 23530 members 
Mstep: Class 4 contains 49047 members 
Mstep: Class 5 contains 55537 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 24257 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 41274 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 51124 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17180 members 
Mstep: Class 16 contains 42468 members 
Mstep: Class 17 contains 55743 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50391 members 
Mstep: Class 20 contains 50287 members 
Mstep: Class 21 contains 43216 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44429 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14340 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48123 members 
Mstep: Class 29 contains 50352 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45954 members 
Mstep: Class 32 contains 44346 members 
Mstep: Class 33 contains 52254 members 
Mstep: Class 34 contains 45735 members 
Mstep: Class 35 contains 46675 members 
Mstep: Class 36 contains 49922 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412624.000000 Penalty: 127827.164062
Iteration 272Q: 38 clusters Score -1.964126e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 46745 members 
Mstep: Class 3 contains 23520 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55525 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 24254 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 41269 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 51120 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17183 members 
Mstep: Class 16 contains 42458 members 
Mstep: Class 17 contains 55788 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50395 members 
Mstep: Class 20 contains 50243 members 
Mstep: Class 21 contains 43233 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44426 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14339 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48119 members 
Mstep: Class 29 contains 50368 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45927 members 
Mstep: Class 32 contains 44375 members 
Mstep: Class 33 contains 52247 members 
Mstep: Class 34 contains 45744 members 
Mstep: Class 35 contains 46675 members 
Mstep: Class 36 contains 49901 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412576.000000 Penalty: 127827.164062
Iteration 273Q: 38 clusters Score -1.964126e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 46770 members 
Mstep: Class 3 contains 23519 members 
Mstep: Class 4 contains 49052 members 
Mstep: Class 5 contains 55523 members 
Mstep: Class 6 contains 27523 members 
Mstep: Class 7 contains 24253 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 41263 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7013 members 
Mstep: Class 13 contains 51128 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 42452 members 
Mstep: Class 17 contains 55866 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 19 contains 50382 members 
Mstep: Class 20 contains 50198 members 
Mstep: Class 21 contains 43245 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44420 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14341 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48118 members 
Mstep: Class 29 contains 50373 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45888 members 
Mstep: Class 32 contains 44385 members 
Mstep: Class 33 contains 52237 members 
Mstep: Class 34 contains 45748 members 
Mstep: Class 35 contains 46675 members 
Mstep: Class 36 contains 49875 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412464.000000 Penalty: 127827.164062
Iteration 274Q: 38 clusters Score -1.964125e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 46790 members 
Mstep: Class 3 contains 23506 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55510 members 
Mstep: Class 6 contains 27515 members 
Mstep: Class 7 contains 24244 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 41260 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 51141 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 16 contains 42450 members 
Mstep: Class 17 contains 55942 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 50378 members 
Mstep: Class 20 contains 50164 members 
Mstep: Class 21 contains 43273 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44413 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14344 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48113 members 
Mstep: Class 29 contains 50383 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45836 members 
Mstep: Class 32 contains 44399 members 
Mstep: Class 33 contains 52219 members 
Mstep: Class 34 contains 45754 members 
Mstep: Class 35 contains 46669 members 
Mstep: Class 36 contains 49863 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412352.000000 Penalty: 127827.164062
Iteration 275Q: 38 clusters Score -1.964124e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 46799 members 
Mstep: Class 3 contains 23500 members 
Mstep: Class 4 contains 49058 members 
Mstep: Class 5 contains 55513 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 24244 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 41255 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 51157 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 16 contains 42450 members 
Mstep: Class 17 contains 56038 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 19 contains 50371 members 
Mstep: Class 20 contains 50122 members 
Mstep: Class 21 contains 43300 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44401 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14342 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48108 members 
Mstep: Class 29 contains 50387 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45794 members 
Mstep: Class 32 contains 44393 members 
Mstep: Class 33 contains 52209 members 
Mstep: Class 34 contains 45747 members 
Mstep: Class 35 contains 46660 members 
Mstep: Class 36 contains 49850 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412384.000000 Penalty: 127827.164062
Iteration 276Q: 38 clusters Score -1.964124e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 46814 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55515 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 24246 members 
Mstep: Class 8 contains 5429 members 
Mstep: Class 9 contains 41250 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 51165 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 56121 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 50383 members 
Mstep: Class 20 contains 50080 members 
Mstep: Class 21 contains 43323 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44380 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14349 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48104 members 
Mstep: Class 29 contains 50388 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45758 members 
Mstep: Class 32 contains 44367 members 
Mstep: Class 33 contains 52203 members 
Mstep: Class 34 contains 45743 members 
Mstep: Class 35 contains 46669 members 
Mstep: Class 36 contains 49838 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412368.000000 Penalty: 127827.164062
Iteration 277Q: 38 clusters Score -1.964124e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 46845 members 
Mstep: Class 3 contains 23466 members 
Mstep: Class 4 contains 49068 members 
Mstep: Class 5 contains 55510 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 41250 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 51177 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 56173 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 50375 members 
Mstep: Class 20 contains 50056 members 
Mstep: Class 21 contains 43355 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44369 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14347 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48103 members 
Mstep: Class 29 contains 50381 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45726 members 
Mstep: Class 32 contains 44378 members 
Mstep: Class 33 contains 52192 members 
Mstep: Class 34 contains 45728 members 
Mstep: Class 35 contains 46664 members 
Mstep: Class 36 contains 49834 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412576.000000 Penalty: 127827.164062
Iteration 278Q: 38 clusters Score -1.964126e+08 nChanged 835
Entering ConstructFrom: 
Score: -196412576.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (49156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Entering Unmasked Estep 
Score: -8784864.000000 Penalty: 2679.083008
	Iteration 0F: 2 clusters Score -8784864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -8754427.000000 Penalty: 5358.166016
	Iteration 0F: 3 clusters Score -8754427 nChanged 22783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8767217.000000 Penalty: 5358.166016
	Iteration 1F: 3 clusters Score -8767217 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -8768068.000000 Penalty: 5358.166016
	Iteration 2Q: 3 clusters Score -8768068 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -8769097.000000 Penalty: 5358.166016
	Iteration 3Q: 3 clusters Score -8769097 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -8770189.000000 Penalty: 5358.166016
	Iteration 4Q: 3 clusters Score -8770189 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -8771572.000000 Penalty: 5358.166016
	Iteration 5Q: 3 clusters Score -8771572 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -8772994.000000 Penalty: 5358.166016
	Iteration 6Q: 3 clusters Score -8772994 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -8774482.000000 Penalty: 5358.166016
	Iteration 7F: 3 clusters Score -8774482 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -8775913.000000 Penalty: 5358.166016
	Iteration 8F: 3 clusters Score -8775913 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -8777169.000000 Penalty: 5358.166016
	Iteration 9Q: 3 clusters Score -8777169 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8778315.000000 Penalty: 5358.166016
	Iteration 10Q: 3 clusters Score -8778315 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -8779457.000000 Penalty: 5358.166016
	Iteration 11Q: 3 clusters Score -8779457 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -8780392.000000 Penalty: 5358.166016
	Iteration 12Q: 3 clusters Score -8780392 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -8781004.000000 Penalty: 5358.166016
	Iteration 13Q: 3 clusters Score -8781004 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -8781433.000000 Penalty: 5358.166016
	Iteration 14Q: 3 clusters Score -8781433 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -8781804.000000 Penalty: 5358.166016
	Iteration 15Q: 3 clusters Score -8781804 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8782001.000000 Penalty: 5358.166016
	Iteration 16Q: 3 clusters Score -8782001 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8782147.000000 Penalty: 5358.166016
	Iteration 17Q: 3 clusters Score -8782147 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8782255.000000 Penalty: 5358.166016
	Iteration 18Q: 3 clusters Score -8782255 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8782308.000000 Penalty: 5358.166016
	Iteration 19Q: 3 clusters Score -8782308 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8782365.000000 Penalty: 5358.166016
	Iteration 20F: 3 clusters Score -8782365 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8782404.000000 Penalty: 5358.166016
	Iteration 21Q: 3 clusters Score -8782404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8782433.000000 Penalty: 5358.166016
	Iteration 22Q: 3 clusters Score -8782433 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8782476.000000 Penalty: 5358.166016
	Iteration 23Q: 3 clusters Score -8782476 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8782543.000000 Penalty: 5358.166016
	Iteration 24Q: 3 clusters Score -8782543 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8782565.000000 Penalty: 5358.166016
	Iteration 25Q: 3 clusters Score -8782565 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8782601.000000 Penalty: 5358.166016
	Iteration 26Q: 3 clusters Score -8782601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8782603.000000 Penalty: 5358.166016
	Iteration 27Q: 3 clusters Score -8782603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8782623.000000 Penalty: 5358.166016
	Iteration 28Q: 3 clusters Score -8782623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8782650.000000 Penalty: 5358.166016
	Iteration 29Q: 3 clusters Score -8782650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8782678.000000 Penalty: 5358.166016
	Iteration 30Q: 3 clusters Score -8782678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8782689.000000 Penalty: 5358.166016
	Iteration 31Q: 3 clusters Score -8782689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8782707.000000 Penalty: 5358.166016
	Iteration 32Q: 3 clusters Score -8782707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8782718.000000 Penalty: 5358.166016
	Iteration 33Q: 3 clusters Score -8782718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8782719.000000 Penalty: 5358.166016
	Iteration 34Q: 3 clusters Score -8782719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8782729.000000 Penalty: 5358.166016
	Iteration 35Q: 3 clusters Score -8782729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8782736.000000 Penalty: 5358.166016
	Iteration 36Q: 3 clusters Score -8782736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8782752.000000 Penalty: 5358.166016
	Iteration 37Q: 3 clusters Score -8782752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8782765.000000 Penalty: 5358.166016
	Iteration 38Q: 3 clusters Score -8782765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8782760.000000 Penalty: 5358.166016
	Iteration 39Q: 3 clusters Score -8782760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8782767.000000 Penalty: 5358.166016
	Iteration 40F: 3 clusters Score -8782767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8782762.000000 Penalty: 5358.166016
	Iteration 41Q: 3 clusters Score -8782762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8782768.000000 Penalty: 5358.166016
	Iteration 42Q: 3 clusters Score -8782768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8782773.000000 Penalty: 5358.166016
	Iteration 43Q: 3 clusters Score -8782773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8782773.000000 Penalty: 5358.166016
	Iteration 44F: 3 clusters Score -8782773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Entering Unmasked Estep 
Score: -8349261.000000 Penalty: 2667.363037
	Iteration 0F: 2 clusters Score -8349261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -8319116.000000 Penalty: 5334.726074
	Iteration 0F: 3 clusters Score -8319116 nChanged 21651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -8331097.000000 Penalty: 5334.726074
	Iteration 1F: 3 clusters Score -8331097 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -8332070.000000 Penalty: 5334.726074
	Iteration 2F: 3 clusters Score -8332070 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -8333424.500000 Penalty: 5334.726074
	Iteration 3F: 3 clusters Score -8333424 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -8335341.000000 Penalty: 5334.726074
	Iteration 4F: 3 clusters Score -8335341 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -8337477.500000 Penalty: 5334.726074
	Iteration 5F: 3 clusters Score -8337478 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -8339601.500000 Penalty: 5334.726074
	Iteration 6F: 3 clusters Score -8339602 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -8341307.000000 Penalty: 5334.726074
	Iteration 7F: 3 clusters Score -8341307 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -8342761.500000 Penalty: 5334.726074
	Iteration 8F: 3 clusters Score -8342762 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -8343996.500000 Penalty: 5334.726074
	Iteration 9Q: 3 clusters Score -8343996 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -8345006.500000 Penalty: 5334.726074
	Iteration 10Q: 3 clusters Score -8345006 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8345784.500000 Penalty: 5334.726074
	Iteration 11Q: 3 clusters Score -8345784 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -8346291.000000 Penalty: 5334.726074
	Iteration 12Q: 3 clusters Score -8346291 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8346595.500000 Penalty: 5334.726074
	Iteration 13Q: 3 clusters Score -8346596 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -8346795.000000 Penalty: 5334.726074
	Iteration 14Q: 3 clusters Score -8346795 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -8346946.000000 Penalty: 5334.726074
	Iteration 15Q: 3 clusters Score -8346946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8347043.000000 Penalty: 5334.726074
	Iteration 16Q: 3 clusters Score -8347043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -8347111.000000 Penalty: 5334.726074
	Iteration 17Q: 3 clusters Score -8347111 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8347174.000000 Penalty: 5334.726074
	Iteration 18Q: 3 clusters Score -8347174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -8347190.000000 Penalty: 5334.726074
	Iteration 19Q: 3 clusters Score -8347190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8347221.500000 Penalty: 5334.726074
	Iteration 20F: 3 clusters Score -8347222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8347274.000000 Penalty: 5334.726074
	Iteration 21Q: 3 clusters Score -8347274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -8347287.500000 Penalty: 5334.726074
	Iteration 22Q: 3 clusters Score -8347288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -8347291.500000 Penalty: 5334.726074
	Iteration 23Q: 3 clusters Score -8347292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8347321.000000 Penalty: 5334.726074
	Iteration 24Q: 3 clusters Score -8347321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8347328.500000 Penalty: 5334.726074
	Iteration 25Q: 3 clusters Score -8347328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8347339.500000 Penalty: 5334.726074
	Iteration 26Q: 3 clusters Score -8347340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8347349.000000 Penalty: 5334.726074
	Iteration 27Q: 3 clusters Score -8347349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -8347352.500000 Penalty: 5334.726074
	Iteration 28Q: 3 clusters Score -8347352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -8347371.500000 Penalty: 5334.726074
	Iteration 29Q: 3 clusters Score -8347372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8347375.500000 Penalty: 5334.726074
	Iteration 30Q: 3 clusters Score -8347376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8347390.000000 Penalty: 5334.726074
	Iteration 31Q: 3 clusters Score -8347390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -8347383.000000 Penalty: 5334.726074
	Iteration 32Q: 3 clusters Score -8347383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8347391.000000 Penalty: 5334.726074
	Iteration 33Q: 3 clusters Score -8347391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8347397.500000 Penalty: 5334.726074
	Iteration 34Q: 3 clusters Score -8347398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8347398.000000 Penalty: 5334.726074
	Iteration 35Q: 3 clusters Score -8347398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8347396.000000 Penalty: 5334.726074
	Iteration 36Q: 3 clusters Score -8347396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -8347396.000000 Penalty: 5334.726074
	Iteration 37Q: 3 clusters Score -8347396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8347395.000000 Penalty: 5334.726074
	Iteration 38Q: 3 clusters Score -8347395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8347400.500000 Penalty: 5334.726074
	Iteration 39Q: 3 clusters Score -8347400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8347400.500000 Penalty: 5334.726074
	Iteration 40F: 3 clusters Score -8347400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Entering Unmasked Estep 
Score: -4203286.500000 Penalty: 2495.626221
	Iteration 0F: 2 clusters Score -4203286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4187042.250000 Penalty: 4991.252441
	Iteration 0F: 3 clusters Score -4187042 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4192457.500000 Penalty: 4991.252441
	Iteration 1F: 3 clusters Score -4192458 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4192878.000000 Penalty: 4991.252441
	Iteration 2F: 3 clusters Score -4192878 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4193280.750000 Penalty: 4991.252441
	Iteration 3Q: 3 clusters Score -4193281 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4193620.000000 Penalty: 4991.252441
	Iteration 4Q: 3 clusters Score -4193620 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4194059.000000 Penalty: 4991.252441
	Iteration 5Q: 3 clusters Score -4194059 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4194559.500000 Penalty: 4991.252441
	Iteration 6Q: 3 clusters Score -4194560 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4195287.000000 Penalty: 4991.252441
	Iteration 7F: 3 clusters Score -4195287 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4196222.500000 Penalty: 4991.252441
	Iteration 8F: 3 clusters Score -4196222 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4197372.500000 Penalty: 4991.252441
	Iteration 9F: 3 clusters Score -4197372 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4198536.000000 Penalty: 4991.252441
	Iteration 10F: 3 clusters Score -4198536 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4199570.000000 Penalty: 4991.252441
	Iteration 11Q: 3 clusters Score -4199570 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4200352.000000 Penalty: 4991.252441
	Iteration 12Q: 3 clusters Score -4200352 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4200705.000000 Penalty: 4991.252441
	Iteration 13Q: 3 clusters Score -4200705 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4200864.500000 Penalty: 4991.252441
	Iteration 14Q: 3 clusters Score -4200864 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4200965.000000 Penalty: 4991.252441
	Iteration 15Q: 3 clusters Score -4200965 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4201013.000000 Penalty: 4991.252441
	Iteration 16Q: 3 clusters Score -4201013 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4201036.500000 Penalty: 4991.252441
	Iteration 17Q: 3 clusters Score -4201036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4201063.000000 Penalty: 4991.252441
	Iteration 18Q: 3 clusters Score -4201063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4201083.500000 Penalty: 4991.252441
	Iteration 19Q: 3 clusters Score -4201084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4201100.000000 Penalty: 4991.252441
	Iteration 20F: 3 clusters Score -4201100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4201102.000000 Penalty: 4991.252441
	Iteration 21Q: 3 clusters Score -4201102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4201123.000000 Penalty: 4991.252441
	Iteration 22Q: 3 clusters Score -4201123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4201127.000000 Penalty: 4991.252441
	Iteration 23Q: 3 clusters Score -4201127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4201131.000000 Penalty: 4991.252441
	Iteration 24Q: 3 clusters Score -4201131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4201133.500000 Penalty: 4991.252441
	Iteration 25Q: 3 clusters Score -4201134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4201139.500000 Penalty: 4991.252441
	Iteration 26Q: 3 clusters Score -4201140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4201152.000000 Penalty: 4991.252441
	Iteration 27Q: 3 clusters Score -4201152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4201154.500000 Penalty: 4991.252441
	Iteration 28Q: 3 clusters Score -4201154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4201150.000000 Penalty: 4991.252441
	Iteration 29Q: 3 clusters Score -4201150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4201151.000000 Penalty: 4991.252441
	Iteration 30Q: 3 clusters Score -4201151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4201152.500000 Penalty: 4991.252441
	Iteration 31Q: 3 clusters Score -4201152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4201155.000000 Penalty: 4991.252441
	Iteration 32Q: 3 clusters Score -4201155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4201156.000000 Penalty: 4991.252441
	Iteration 33Q: 3 clusters Score -4201156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4201158.000000 Penalty: 4991.252441
	Iteration 34Q: 3 clusters Score -4201158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4201155.500000 Penalty: 4991.252441
	Iteration 35Q: 3 clusters Score -4201156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4201165.500000 Penalty: 4991.252441
	Iteration 36Q: 3 clusters Score -4201166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4201161.000000 Penalty: 4991.252441
	Iteration 37Q: 3 clusters Score -4201161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4201164.500000 Penalty: 4991.252441
	Iteration 38Q: 3 clusters Score -4201164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4201170.000000 Penalty: 4991.252441
	Iteration 39Q: 3 clusters Score -4201170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4201169.000000 Penalty: 4991.252441
	Iteration 40F: 3 clusters Score -4201169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4201172.500000 Penalty: 4991.252441
	Iteration 41Q: 3 clusters Score -4201172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4201168.500000 Penalty: 4991.252441
	Iteration 42Q: 3 clusters Score -4201168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4201169.500000 Penalty: 4991.252441
	Iteration 43Q: 3 clusters Score -4201170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4201172.000000 Penalty: 4991.252441
	Iteration 44Q: 3 clusters Score -4201172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4201175.000000 Penalty: 4991.252441
	Iteration 45Q: 3 clusters Score -4201175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4201173.500000 Penalty: 4991.252441
	Iteration 46Q: 3 clusters Score -4201174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4201171.500000 Penalty: 4991.252441
	Iteration 47Q: 3 clusters Score -4201172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4201171.500000 Penalty: 4991.252441
	Iteration 48F: 3 clusters Score -4201172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Entering Unmasked Estep 
Score: -8711560.000000 Penalty: 2678.648926
	Iteration 0F: 2 clusters Score -8711560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8680694.000000 Penalty: 5357.297852
	Iteration 0F: 3 clusters Score -8680694 nChanged 22690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8693334.000000 Penalty: 5357.297852
	Iteration 1F: 3 clusters Score -8693334 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8694156.000000 Penalty: 5357.297852
	Iteration 2Q: 3 clusters Score -8694156 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -8695000.000000 Penalty: 5357.297852
	Iteration 3Q: 3 clusters Score -8695000 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -8695903.000000 Penalty: 5357.297852
	Iteration 4Q: 3 clusters Score -8695903 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -8696973.000000 Penalty: 5357.297852
	Iteration 5Q: 3 clusters Score -8696973 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -8698357.000000 Penalty: 5357.297852
	Iteration 6F: 3 clusters Score -8698357 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -8700294.000000 Penalty: 5357.297852
	Iteration 7F: 3 clusters Score -8700294 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -8702939.000000 Penalty: 5357.297852
	Iteration 8F: 3 clusters Score -8702939 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -8705744.000000 Penalty: 5357.297852
	Iteration 9F: 3 clusters Score -8705744 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8707551.000000 Penalty: 5357.297852
	Iteration 10F: 3 clusters Score -8707551 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8708515.000000 Penalty: 5357.297852
	Iteration 11Q: 3 clusters Score -8708515 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8708911.000000 Penalty: 5357.297852
	Iteration 12Q: 3 clusters Score -8708911 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8709140.000000 Penalty: 5357.297852
	Iteration 13Q: 3 clusters Score -8709140 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8709239.000000 Penalty: 5357.297852
	Iteration 14Q: 3 clusters Score -8709239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8709311.000000 Penalty: 5357.297852
	Iteration 15Q: 3 clusters Score -8709311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8709390.000000 Penalty: 5357.297852
	Iteration 16Q: 3 clusters Score -8709390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8709420.000000 Penalty: 5357.297852
	Iteration 17Q: 3 clusters Score -8709420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8709438.000000 Penalty: 5357.297852
	Iteration 18Q: 3 clusters Score -8709438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8709456.000000 Penalty: 5357.297852
	Iteration 19Q: 3 clusters Score -8709456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8709468.000000 Penalty: 5357.297852
	Iteration 20F: 3 clusters Score -8709468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8709478.000000 Penalty: 5357.297852
	Iteration 21Q: 3 clusters Score -8709478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8709481.000000 Penalty: 5357.297852
	Iteration 22Q: 3 clusters Score -8709481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8709484.000000 Penalty: 5357.297852
	Iteration 23Q: 3 clusters Score -8709484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8709488.000000 Penalty: 5357.297852
	Iteration 24Q: 3 clusters Score -8709488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8709497.000000 Penalty: 5357.297852
	Iteration 25Q: 3 clusters Score -8709497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8709495.000000 Penalty: 5357.297852
	Iteration 26Q: 3 clusters Score -8709495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8709490.000000 Penalty: 5357.297852
	Iteration 27Q: 3 clusters Score -8709490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8709491.000000 Penalty: 5357.297852
	Iteration 28Q: 3 clusters Score -8709491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8709503.000000 Penalty: 5357.297852
	Iteration 29Q: 3 clusters Score -8709503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8709503.000000 Penalty: 5357.297852
	Iteration 30F: 3 clusters Score -8709503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Entering Unmasked Estep 
Score: -9950199.000000 Penalty: 2709.262207
	Iteration 0F: 2 clusters Score -9950199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9918598.000000 Penalty: 5418.524414
	Iteration 0F: 3 clusters Score -9918598 nChanged 25695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -9932619.000000 Penalty: 5418.524414
	Iteration 1F: 3 clusters Score -9932619 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9933089.000000 Penalty: 5418.524414
	Iteration 2Q: 3 clusters Score -9933089 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -9933680.000000 Penalty: 5418.524414
	Iteration 3Q: 3 clusters Score -9933680 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -9934297.000000 Penalty: 5418.524414
	Iteration 4Q: 3 clusters Score -9934297 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -9935133.000000 Penalty: 5418.524414
	Iteration 5Q: 3 clusters Score -9935133 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -9936213.000000 Penalty: 5418.524414
	Iteration 6Q: 3 clusters Score -9936213 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -9937847.000000 Penalty: 5418.524414
	Iteration 7F: 3 clusters Score -9937847 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -9940220.000000 Penalty: 5418.524414
	Iteration 8F: 3 clusters Score -9940220 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -9942801.000000 Penalty: 5418.524414
	Iteration 9F: 3 clusters Score -9942801 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -9944768.000000 Penalty: 5418.524414
	Iteration 10F: 3 clusters Score -9944768 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -9945871.000000 Penalty: 5418.524414
	Iteration 11Q: 3 clusters Score -9945871 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -9946622.000000 Penalty: 5418.524414
	Iteration 12Q: 3 clusters Score -9946622 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -9947031.000000 Penalty: 5418.524414
	Iteration 13Q: 3 clusters Score -9947031 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -9947278.000000 Penalty: 5418.524414
	Iteration 14Q: 3 clusters Score -9947278 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -9947420.000000 Penalty: 5418.524414
	Iteration 15Q: 3 clusters Score -9947420 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -9947583.000000 Penalty: 5418.524414
	Iteration 16Q: 3 clusters Score -9947583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -9947668.000000 Penalty: 5418.524414
	Iteration 17Q: 3 clusters Score -9947668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -9947694.000000 Penalty: 5418.524414
	Iteration 18Q: 3 clusters Score -9947694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -9947742.000000 Penalty: 5418.524414
	Iteration 19Q: 3 clusters Score -9947742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -9947761.000000 Penalty: 5418.524414
	Iteration 20F: 3 clusters Score -9947761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -9947772.000000 Penalty: 5418.524414
	Iteration 21Q: 3 clusters Score -9947772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -9947779.000000 Penalty: 5418.524414
	Iteration 22Q: 3 clusters Score -9947779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -9947779.000000 Penalty: 5418.524414
	Iteration 23Q: 3 clusters Score -9947779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -9947785.000000 Penalty: 5418.524414
	Iteration 24Q: 3 clusters Score -9947785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -9947796.000000 Penalty: 5418.524414
	Iteration 25Q: 3 clusters Score -9947796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -9947797.000000 Penalty: 5418.524414
	Iteration 26Q: 3 clusters Score -9947797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -9947799.000000 Penalty: 5418.524414
	Iteration 27Q: 3 clusters Score -9947799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -9947808.000000 Penalty: 5418.524414
	Iteration 28Q: 3 clusters Score -9947808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -9947808.000000 Penalty: 5418.524414
	Iteration 29Q: 3 clusters Score -9947808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -9947832.000000 Penalty: 5418.524414
	Iteration 30Q: 3 clusters Score -9947832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -9947831.000000 Penalty: 5418.524414
	Iteration 31Q: 3 clusters Score -9947831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -9947834.000000 Penalty: 5418.524414
	Iteration 32Q: 3 clusters Score -9947834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -9947833.000000 Penalty: 5418.524414
	Iteration 33Q: 3 clusters Score -9947833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -9947835.000000 Penalty: 5418.524414
	Iteration 34Q: 3 clusters Score -9947835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -9947838.000000 Penalty: 5418.524414
	Iteration 35Q: 3 clusters Score -9947838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -9947837.000000 Penalty: 5418.524414
	Iteration 36Q: 3 clusters Score -9947837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -9947837.000000 Penalty: 5418.524414
	Iteration 37F: 3 clusters Score -9947837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Entering Unmasked Estep 
Score: -4836835.000000 Penalty: 2535.212891
	Iteration 0F: 2 clusters Score -4836835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4817859.500000 Penalty: 5070.425781
	Iteration 0F: 3 clusters Score -4817860 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4824670.000000 Penalty: 5070.425781
	Iteration 1F: 3 clusters Score -4824670 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4825221.000000 Penalty: 5070.425781
	Iteration 2F: 3 clusters Score -4825221 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4825747.500000 Penalty: 5070.425781
	Iteration 3Q: 3 clusters Score -4825748 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4826312.500000 Penalty: 5070.425781
	Iteration 4Q: 3 clusters Score -4826312 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4826900.000000 Penalty: 5070.425781
	Iteration 5Q: 3 clusters Score -4826900 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4827457.000000 Penalty: 5070.425781
	Iteration 6Q: 3 clusters Score -4827457 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4827960.000000 Penalty: 5070.425781
	Iteration 7Q: 3 clusters Score -4827960 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4828535.500000 Penalty: 5070.425781
	Iteration 8Q: 3 clusters Score -4828536 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4829172.000000 Penalty: 5070.425781
	Iteration 9Q: 3 clusters Score -4829172 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4829772.000000 Penalty: 5070.425781
	Iteration 10Q: 3 clusters Score -4829772 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4830466.500000 Penalty: 5070.425781
	Iteration 11Q: 3 clusters Score -4830466 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -4831230.500000 Penalty: 5070.425781
	Iteration 12Q: 3 clusters Score -4831230 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4831902.500000 Penalty: 5070.425781
	Iteration 13Q: 3 clusters Score -4831902 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4832501.500000 Penalty: 5070.425781
	Iteration 14Q: 3 clusters Score -4832502 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4833041.500000 Penalty: 5070.425781
	Iteration 15Q: 3 clusters Score -4833042 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4833604.000000 Penalty: 5070.425781
	Iteration 16Q: 3 clusters Score -4833604 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4834189.500000 Penalty: 5070.425781
	Iteration 17Q: 3 clusters Score -4834190 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4834810.500000 Penalty: 5070.425781
	Iteration 18Q: 3 clusters Score -4834810 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4835410.500000 Penalty: 5070.425781
	Iteration 19Q: 3 clusters Score -4835410 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4835912.000000 Penalty: 5070.425781
	Iteration 20F: 3 clusters Score -4835912 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4836344.000000 Penalty: 5070.425781
	Iteration 21Q: 3 clusters Score -4836344 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -4836712.000000 Penalty: 5070.425781
	Iteration 22Q: 3 clusters Score -4836712 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4836939.500000 Penalty: 5070.425781
	Iteration 23Q: 3 clusters Score -4836940 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4837091.500000 Penalty: 5070.425781
	Iteration 24Q: 3 clusters Score -4837092 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4837209.500000 Penalty: 5070.425781
	Iteration 25Q: 3 clusters Score -4837210 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4837262.500000 Penalty: 5070.425781
	Iteration 26Q: 3 clusters Score -4837262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4837288.500000 Penalty: 5070.425781
	Iteration 27Q: 3 clusters Score -4837288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4837322.000000 Penalty: 5070.425781
	Iteration 28Q: 3 clusters Score -4837322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4837328.000000 Penalty: 5070.425781
	Iteration 29Q: 3 clusters Score -4837328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4837337.000000 Penalty: 5070.425781
	Iteration 30Q: 3 clusters Score -4837337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4837350.500000 Penalty: 5070.425781
	Iteration 31Q: 3 clusters Score -4837350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4837342.500000 Penalty: 5070.425781
	Iteration 32Q: 3 clusters Score -4837342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4837336.500000 Penalty: 5070.425781
	Iteration 33Q: 3 clusters Score -4837336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4837338.000000 Penalty: 5070.425781
	Iteration 34Q: 3 clusters Score -4837338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4837354.500000 Penalty: 5070.425781
	Iteration 35Q: 3 clusters Score -4837354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4837361.000000 Penalty: 5070.425781
	Iteration 36Q: 3 clusters Score -4837361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4837360.500000 Penalty: 5070.425781
	Iteration 37Q: 3 clusters Score -4837360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4837361.500000 Penalty: 5070.425781
	Iteration 38Q: 3 clusters Score -4837362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4837363.500000 Penalty: 5070.425781
	Iteration 39Q: 3 clusters Score -4837364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4837364.000000 Penalty: 5070.425781
	Iteration 40F: 3 clusters Score -4837364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4837363.500000 Penalty: 5070.425781
	Iteration 41Q: 3 clusters Score -4837364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4837365.000000 Penalty: 5070.425781
	Iteration 42Q: 3 clusters Score -4837365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4837364.000000 Penalty: 5070.425781
	Iteration 43Q: 3 clusters Score -4837364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4837361.000000 Penalty: 5070.425781
	Iteration 44Q: 3 clusters Score -4837361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4837371.000000 Penalty: 5070.425781
	Iteration 45Q: 3 clusters Score -4837371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4837375.000000 Penalty: 5070.425781
	Iteration 46Q: 3 clusters Score -4837375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4837369.000000 Penalty: 5070.425781
	Iteration 47Q: 3 clusters Score -4837369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4837367.000000 Penalty: 5070.425781
	Iteration 48Q: 3 clusters Score -4837367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4837369.000000 Penalty: 5070.425781
	Iteration 49Q: 3 clusters Score -4837369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4837379.500000 Penalty: 5070.425781
	Iteration 50Q: 3 clusters Score -4837380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4837373.500000 Penalty: 5070.425781
	Iteration 51Q: 3 clusters Score -4837374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4837369.000000 Penalty: 5070.425781
	Iteration 52Q: 3 clusters Score -4837369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4837365.500000 Penalty: 5070.425781
	Iteration 53Q: 3 clusters Score -4837366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4837362.500000 Penalty: 5070.425781
	Iteration 54Q: 3 clusters Score -4837362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4837370.500000 Penalty: 5070.425781
	Iteration 55Q: 3 clusters Score -4837370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4837363.500000 Penalty: 5070.425781
	Iteration 56Q: 3 clusters Score -4837364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4837364.500000 Penalty: 5070.425781
	Iteration 57Q: 3 clusters Score -4837364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4837365.000000 Penalty: 5070.425781
	Iteration 58Q: 3 clusters Score -4837365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4837372.500000 Penalty: 5070.425781
	Iteration 59Q: 3 clusters Score -4837372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4837374.500000 Penalty: 5070.425781
	Iteration 60F: 3 clusters Score -4837374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4837370.000000 Penalty: 5070.425781
	Iteration 61Q: 3 clusters Score -4837370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4837370.000000 Penalty: 5070.425781
	Iteration 62Q: 3 clusters Score -4837370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4837368.000000 Penalty: 5070.425781
	Iteration 63Q: 3 clusters Score -4837368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4837365.000000 Penalty: 5070.425781
	Iteration 64Q: 3 clusters Score -4837365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4837362.500000 Penalty: 5070.425781
	Iteration 65Q: 3 clusters Score -4837362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4837364.500000 Penalty: 5070.425781
	Iteration 66Q: 3 clusters Score -4837364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4837358.500000 Penalty: 5070.425781
	Iteration 67Q: 3 clusters Score -4837358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4837355.500000 Penalty: 5070.425781
	Iteration 68Q: 3 clusters Score -4837356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4837351.000000 Penalty: 5070.425781
	Iteration 69Q: 3 clusters Score -4837351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4837351.000000 Penalty: 5070.425781
	Iteration 70Q: 3 clusters Score -4837351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4837351.000000 Penalty: 5070.425781
	Iteration 71F: 3 clusters Score -4837351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 8005 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41246 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56246 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50388 members 
Mstep: Class 20 contains 50010 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45685 members 
Mstep: Class 32 contains 44365 members 
Mstep: Class 33 contains 52193 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49829 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 19514 members 
Entering Unmasked Estep 
Score: -196411472.000000 Penalty: 131281.953125
Splitting cluster 6 changes total score from -196412576.000000 to -196411472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (24245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Entering Unmasked Estep 
Score: -4216066.000000 Penalty: 2503.799316
	Iteration 0F: 2 clusters Score -4216066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4199290.500000 Penalty: 5007.598633
	Iteration 0F: 3 clusters Score -4199290 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4205175.000000 Penalty: 5007.598633
	Iteration 1F: 3 clusters Score -4205175 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4205596.000000 Penalty: 5007.598633
	Iteration 2F: 3 clusters Score -4205596 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4205979.000000 Penalty: 5007.598633
	Iteration 3Q: 3 clusters Score -4205979 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4206348.000000 Penalty: 5007.598633
	Iteration 4Q: 3 clusters Score -4206348 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4206819.000000 Penalty: 5007.598633
	Iteration 5Q: 3 clusters Score -4206819 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4207416.500000 Penalty: 5007.598633
	Iteration 6F: 3 clusters Score -4207416 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -4208225.000000 Penalty: 5007.598633
	Iteration 7F: 3 clusters Score -4208225 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4209288.000000 Penalty: 5007.598633
	Iteration 8F: 3 clusters Score -4209288 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4210564.000000 Penalty: 5007.598633
	Iteration 9F: 3 clusters Score -4210564 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4211926.000000 Penalty: 5007.598633
	Iteration 10F: 3 clusters Score -4211926 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4212984.500000 Penalty: 5007.598633
	Iteration 11Q: 3 clusters Score -4212984 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4213603.500000 Penalty: 5007.598633
	Iteration 12Q: 3 clusters Score -4213604 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4213882.500000 Penalty: 5007.598633
	Iteration 13Q: 3 clusters Score -4213882 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4214037.000000 Penalty: 5007.598633
	Iteration 14Q: 3 clusters Score -4214037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4214103.500000 Penalty: 5007.598633
	Iteration 15Q: 3 clusters Score -4214104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4214147.000000 Penalty: 5007.598633
	Iteration 16Q: 3 clusters Score -4214147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4214167.500000 Penalty: 5007.598633
	Iteration 17Q: 3 clusters Score -4214168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4214184.000000 Penalty: 5007.598633
	Iteration 18Q: 3 clusters Score -4214184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4214185.500000 Penalty: 5007.598633
	Iteration 19Q: 3 clusters Score -4214186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4214192.500000 Penalty: 5007.598633
	Iteration 20F: 3 clusters Score -4214192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4214201.500000 Penalty: 5007.598633
	Iteration 21Q: 3 clusters Score -4214202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4214210.000000 Penalty: 5007.598633
	Iteration 22Q: 3 clusters Score -4214210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4214218.500000 Penalty: 5007.598633
	Iteration 23Q: 3 clusters Score -4214218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4214217.500000 Penalty: 5007.598633
	Iteration 24Q: 3 clusters Score -4214218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4214218.000000 Penalty: 5007.598633
	Iteration 25Q: 3 clusters Score -4214218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4214220.000000 Penalty: 5007.598633
	Iteration 26Q: 3 clusters Score -4214220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4214226.500000 Penalty: 5007.598633
	Iteration 27Q: 3 clusters Score -4214226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4214226.500000 Penalty: 5007.598633
	Iteration 28F: 3 clusters Score -4214226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -944171.062500 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -944171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -939400.312500 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -939400.3 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -940702.562500 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -940702.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -941109.562500 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -941109.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -941432.187500 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -941432.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -941704.562500 Penalty: 4265.448242
	Iteration 4F: 3 clusters Score -941704.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -941948.312500 Penalty: 4265.448242
	Iteration 5F: 3 clusters Score -941948.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -942132.625000 Penalty: 4265.448242
	Iteration 6Q: 3 clusters Score -942132.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -942281.812500 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -942281.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -942394.062500 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -942394.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -942489.125000 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -942489.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -942564.500000 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -942564.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -942619.687500 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -942619.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -942661.000000 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -942661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -942702.750000 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -942702.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -942730.500000 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -942730.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -942748.750000 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -942748.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -942761.687500 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -942761.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -942766.500000 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -942766.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -942771.125000 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -942771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -942775.375000 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -942775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -942779.062500 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -942779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -942782.125000 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -942782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -942783.875000 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -942783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -942783.812500 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -942783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -942785.687500 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -942785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -942792.812500 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -942792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -942793.625000 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -942793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -942794.625000 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -942794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -942795.312500 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -942795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -942796.437500 Penalty: 4265.448242
	Iteration 29Q: 3 clusters Score -942796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -942796.437500 Penalty: 4265.448242
	Iteration 30F: 3 clusters Score -942796.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Entering Unmasked Estep 
Score: -7313046.000000 Penalty: 2635.572754
	Iteration 0F: 2 clusters Score -7313046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -7285396.000000 Penalty: 5271.145508
	Iteration 0F: 3 clusters Score -7285396 nChanged 18893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -7295838.500000 Penalty: 5271.145508
	Iteration 1F: 3 clusters Score -7295838 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7296388.500000 Penalty: 5271.145508
	Iteration 2Q: 3 clusters Score -7296388 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -7296876.500000 Penalty: 5271.145508
	Iteration 3Q: 3 clusters Score -7296876 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -7297384.000000 Penalty: 5271.145508
	Iteration 4Q: 3 clusters Score -7297384 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7297869.000000 Penalty: 5271.145508
	Iteration 5Q: 3 clusters Score -7297869 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -7298484.000000 Penalty: 5271.145508
	Iteration 6Q: 3 clusters Score -7298484 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -7299233.500000 Penalty: 5271.145508
	Iteration 7Q: 3 clusters Score -7299234 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -7300112.000000 Penalty: 5271.145508
	Iteration 8Q: 3 clusters Score -7300112 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -7301251.000000 Penalty: 5271.145508
	Iteration 9F: 3 clusters Score -7301251 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -7302383.500000 Penalty: 5271.145508
	Iteration 10F: 3 clusters Score -7302384 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -7303689.000000 Penalty: 5271.145508
	Iteration 11F: 3 clusters Score -7303689 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -7305034.500000 Penalty: 5271.145508
	Iteration 12Q: 3 clusters Score -7305034 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -7306455.000000 Penalty: 5271.145508
	Iteration 13Q: 3 clusters Score -7306455 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -7307783.000000 Penalty: 5271.145508
	Iteration 14Q: 3 clusters Score -7307783 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -7308590.000000 Penalty: 5271.145508
	Iteration 15Q: 3 clusters Score -7308590 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -7308977.000000 Penalty: 5271.145508
	Iteration 16Q: 3 clusters Score -7308977 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -7309118.000000 Penalty: 5271.145508
	Iteration 17Q: 3 clusters Score -7309118 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -7309207.500000 Penalty: 5271.145508
	Iteration 18Q: 3 clusters Score -7309208 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -7309269.500000 Penalty: 5271.145508
	Iteration 19Q: 3 clusters Score -7309270 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -7309298.000000 Penalty: 5271.145508
	Iteration 20F: 3 clusters Score -7309298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -7309336.000000 Penalty: 5271.145508
	Iteration 21Q: 3 clusters Score -7309336 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -7309337.000000 Penalty: 5271.145508
	Iteration 22Q: 3 clusters Score -7309337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -7309359.500000 Penalty: 5271.145508
	Iteration 23Q: 3 clusters Score -7309360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -7309377.000000 Penalty: 5271.145508
	Iteration 24Q: 3 clusters Score -7309377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -7309380.500000 Penalty: 5271.145508
	Iteration 25Q: 3 clusters Score -7309380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -7309405.000000 Penalty: 5271.145508
	Iteration 26Q: 3 clusters Score -7309405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -7309396.500000 Penalty: 5271.145508
	Iteration 27Q: 3 clusters Score -7309396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -7309417.000000 Penalty: 5271.145508
	Iteration 28Q: 3 clusters Score -7309417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -7309416.500000 Penalty: 5271.145508
	Iteration 29Q: 3 clusters Score -7309416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -7309406.500000 Penalty: 5271.145508
	Iteration 30Q: 3 clusters Score -7309406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -7309405.000000 Penalty: 5271.145508
	Iteration 31Q: 3 clusters Score -7309405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -7309407.000000 Penalty: 5271.145508
	Iteration 32Q: 3 clusters Score -7309407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -7309414.000000 Penalty: 5271.145508
	Iteration 33Q: 3 clusters Score -7309414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -7309428.500000 Penalty: 5271.145508
	Iteration 34Q: 3 clusters Score -7309428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -7309417.000000 Penalty: 5271.145508
	Iteration 35Q: 3 clusters Score -7309417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -7309415.500000 Penalty: 5271.145508
	Iteration 36Q: 3 clusters Score -7309416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -7309422.500000 Penalty: 5271.145508
	Iteration 37Q: 3 clusters Score -7309422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -7309426.000000 Penalty: 5271.145508
	Iteration 38Q: 3 clusters Score -7309426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -7309422.500000 Penalty: 5271.145508
	Iteration 39Q: 3 clusters Score -7309422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -7309421.500000 Penalty: 5271.145508
	Iteration 40F: 3 clusters Score -7309422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -7309421.000000 Penalty: 5271.145508
	Iteration 41Q: 3 clusters Score -7309421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -7309426.000000 Penalty: 5271.145508
	Iteration 42Q: 3 clusters Score -7309426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -7309421.500000 Penalty: 5271.145508
	Iteration 43Q: 3 clusters Score -7309422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -7309425.500000 Penalty: 5271.145508
	Iteration 44Q: 3 clusters Score -7309426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -7309428.000000 Penalty: 5271.145508
	Iteration 45Q: 3 clusters Score -7309428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -7309423.000000 Penalty: 5271.145508
	Iteration 46Q: 3 clusters Score -7309423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -7309418.000000 Penalty: 5271.145508
	Iteration 47Q: 3 clusters Score -7309418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -7309418.500000 Penalty: 5271.145508
	Iteration 48Q: 3 clusters Score -7309418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -7309419.500000 Penalty: 5271.145508
	Iteration 49Q: 3 clusters Score -7309420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -7309419.500000 Penalty: 5271.145508
	Iteration 50Q: 3 clusters Score -7309420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -7309423.000000 Penalty: 5271.145508
	Iteration 51Q: 3 clusters Score -7309423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -7309428.500000 Penalty: 5271.145508
	Iteration 52Q: 3 clusters Score -7309428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -7309426.000000 Penalty: 5271.145508
	Iteration 53Q: 3 clusters Score -7309426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -7309432.000000 Penalty: 5271.145508
	Iteration 54Q: 3 clusters Score -7309432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -7309435.500000 Penalty: 5271.145508
	Iteration 55Q: 3 clusters Score -7309436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -7309424.500000 Penalty: 5271.145508
	Iteration 56Q: 3 clusters Score -7309424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -7309431.500000 Penalty: 5271.145508
	Iteration 57Q: 3 clusters Score -7309432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -7309422.500000 Penalty: 5271.145508
	Iteration 58Q: 3 clusters Score -7309422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -7309429.000000 Penalty: 5271.145508
	Iteration 59Q: 3 clusters Score -7309429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -7309418.500000 Penalty: 5271.145508
	Iteration 60F: 3 clusters Score -7309418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -7309422.500000 Penalty: 5271.145508
	Iteration 61Q: 3 clusters Score -7309422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -7309418.500000 Penalty: 5271.145508
	Iteration 62Q: 3 clusters Score -7309418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -7309417.000000 Penalty: 5271.145508
	Iteration 63Q: 3 clusters Score -7309417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -7309417.500000 Penalty: 5271.145508
	Iteration 64Q: 3 clusters Score -7309418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -7309418.500000 Penalty: 5271.145508
	Iteration 65Q: 3 clusters Score -7309418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -7309426.500000 Penalty: 5271.145508
	Iteration 66Q: 3 clusters Score -7309426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -7309402.500000 Penalty: 5271.145508
	Iteration 67Q: 3 clusters Score -7309402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -7309417.500000 Penalty: 5271.145508
	Iteration 68Q: 3 clusters Score -7309418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -7309418.500000 Penalty: 5271.145508
	Iteration 69Q: 3 clusters Score -7309418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -7309405.000000 Penalty: 5271.145508
	Iteration 70Q: 3 clusters Score -7309405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -7309422.500000 Penalty: 5271.145508
	Iteration 71Q: 3 clusters Score -7309422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -7309433.000000 Penalty: 5271.145508
	Iteration 72Q: 3 clusters Score -7309433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -7309441.500000 Penalty: 5271.145508
	Iteration 73Q: 3 clusters Score -7309442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -7309444.500000 Penalty: 5271.145508
	Iteration 74Q: 3 clusters Score -7309444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -7309446.000000 Penalty: 5271.145508
	Iteration 75Q: 3 clusters Score -7309446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -7309456.500000 Penalty: 5271.145508
	Iteration 76Q: 3 clusters Score -7309456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -7309452.500000 Penalty: 5271.145508
	Iteration 77Q: 3 clusters Score -7309452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -7309452.000000 Penalty: 5271.145508
	Iteration 78Q: 3 clusters Score -7309452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -7309453.000000 Penalty: 5271.145508
	Iteration 79Q: 3 clusters Score -7309453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -7309453.000000 Penalty: 5271.145508
	Iteration 80F: 3 clusters Score -7309453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -7309449.500000 Penalty: 5271.145508
	Iteration 81Q: 3 clusters Score -7309450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -7309445.000000 Penalty: 5271.145508
	Iteration 82Q: 3 clusters Score -7309445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -7309447.500000 Penalty: 5271.145508
	Iteration 83Q: 3 clusters Score -7309448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -7309454.500000 Penalty: 5271.145508
	Iteration 84Q: 3 clusters Score -7309454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -7309453.500000 Penalty: 5271.145508
	Iteration 85Q: 3 clusters Score -7309454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -7309448.500000 Penalty: 5271.145508
	Iteration 86Q: 3 clusters Score -7309448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -7309442.500000 Penalty: 5271.145508
	Iteration 87Q: 3 clusters Score -7309442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -7309449.000000 Penalty: 5271.145508
	Iteration 88Q: 3 clusters Score -7309449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -7309448.000000 Penalty: 5271.145508
	Iteration 89Q: 3 clusters Score -7309448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -7309464.000000 Penalty: 5271.145508
	Iteration 90Q: 3 clusters Score -7309464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -7309467.500000 Penalty: 5271.145508
	Iteration 91Q: 3 clusters Score -7309468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -7309464.000000 Penalty: 5271.145508
	Iteration 92Q: 3 clusters Score -7309464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -7309458.500000 Penalty: 5271.145508
	Iteration 93Q: 3 clusters Score -7309458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -7309461.000000 Penalty: 5271.145508
	Iteration 94Q: 3 clusters Score -7309461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -7309474.000000 Penalty: 5271.145508
	Iteration 95Q: 3 clusters Score -7309474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -7309484.000000 Penalty: 5271.145508
	Iteration 96Q: 3 clusters Score -7309484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -7309484.500000 Penalty: 5271.145508
	Iteration 97Q: 3 clusters Score -7309484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -7309480.500000 Penalty: 5271.145508
	Iteration 98Q: 3 clusters Score -7309480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -7309491.000000 Penalty: 5271.145508
	Iteration 99Q: 3 clusters Score -7309491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -7309501.000000 Penalty: 5271.145508
	Iteration 100F: 3 clusters Score -7309501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -7309495.000000 Penalty: 5271.145508
	Iteration 101Q: 3 clusters Score -7309495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -7309488.500000 Penalty: 5271.145508
	Iteration 102Q: 3 clusters Score -7309488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -7309497.500000 Penalty: 5271.145508
	Iteration 103Q: 3 clusters Score -7309498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -7309509.000000 Penalty: 5271.145508
	Iteration 104Q: 3 clusters Score -7309509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -7309505.000000 Penalty: 5271.145508
	Iteration 105Q: 3 clusters Score -7309505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -7309516.000000 Penalty: 5271.145508
	Iteration 106Q: 3 clusters Score -7309516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -7309519.000000 Penalty: 5271.145508
	Iteration 107Q: 3 clusters Score -7309519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7309524.000000 Penalty: 5271.145508
	Iteration 108Q: 3 clusters Score -7309524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -7309540.000000 Penalty: 5271.145508
	Iteration 109Q: 3 clusters Score -7309540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7309536 nChanged 36
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Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7309536 nChanged 23
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	Iteration 115Q: 3 clusters Score -7309542 nChanged 34
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7309540 nChanged 36
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7309524 nChanged 44
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7309526 nChanged 45
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	Iteration 122Q: 3 clusters Score -7309531 nChanged 66
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7309571 nChanged 53
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7309580 nChanged 46
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7309592 nChanged 44
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	Iteration 134Q: 3 clusters Score -7309595 nChanged 39
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7309608 nChanged 33
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	Iteration 141Q: 3 clusters Score -7309611 nChanged 44
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	Iteration 142Q: 3 clusters Score -7309614 nChanged 40
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	Iteration 143Q: 3 clusters Score -7309618 nChanged 40
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	Iteration 146Q: 3 clusters Score -7309618 nChanged 55
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	Iteration 148Q: 3 clusters Score -7309622 nChanged 65
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	Iteration 150Q: 3 clusters Score -7309630 nChanged 84
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	Iteration 151Q: 3 clusters Score -7309646 nChanged 84
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	Iteration 158Q: 3 clusters Score -7309741 nChanged 127
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	Iteration 159Q: 3 clusters Score -7309750 nChanged 136
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	Iteration 160F: 3 clusters Score -7309767 nChanged 126
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	Iteration 161Q: 3 clusters Score -7309787 nChanged 123
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	Iteration 162Q: 3 clusters Score -7309814 nChanged 124
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	Iteration 163Q: 3 clusters Score -7309838 nChanged 120
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	Iteration 164Q: 3 clusters Score -7309870 nChanged 121
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	Iteration 165Q: 3 clusters Score -7309898 nChanged 114
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	Iteration 168Q: 3 clusters Score -7309943 nChanged 107
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	Iteration 169Q: 3 clusters Score -7309973 nChanged 114
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	Iteration 170Q: 3 clusters Score -7309988 nChanged 103
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	Iteration 171Q: 3 clusters Score -7309971 nChanged 103
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	Iteration 172Q: 3 clusters Score -7309988 nChanged 101
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	Iteration 173Q: 3 clusters Score -7309990 nChanged 94
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	Iteration 174Q: 3 clusters Score -7309990 nChanged 100
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	Iteration 175Q: 3 clusters Score -7310008 nChanged 103
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	Iteration 177Q: 3 clusters Score -7310050 nChanged 98
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	Iteration 178Q: 3 clusters Score -7310067 nChanged 102
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	Iteration 179Q: 3 clusters Score -7310094 nChanged 97
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	Iteration 180F: 3 clusters Score -7310107 nChanged 90
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	Iteration 181Q: 3 clusters Score -7310124 nChanged 101
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	Iteration 182Q: 3 clusters Score -7310144 nChanged 112
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	Iteration 192Q: 3 clusters Score -7310415 nChanged 158
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	Iteration 196Q: 3 clusters Score -7310572 nChanged 158
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	Iteration 198Q: 3 clusters Score -7310639 nChanged 172
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Entering Unmasked Estep 
Score: -7310981.500000 Penalty: 5271.145508
	Iteration 204Q: 3 clusters Score -7310982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7311048.000000 Penalty: 5271.145508
	Iteration 205Q: 3 clusters Score -7311048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7311095.500000 Penalty: 5271.145508
	Iteration 206Q: 3 clusters Score -7311096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7311127.500000 Penalty: 5271.145508
	Iteration 207Q: 3 clusters Score -7311128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7311188.000000 Penalty: 5271.145508
	Iteration 208Q: 3 clusters Score -7311188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7311254.500000 Penalty: 5271.145508
	Iteration 209Q: 3 clusters Score -7311254 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7311297.000000 Penalty: 5271.145508
	Iteration 210Q: 3 clusters Score -7311297 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7311327.500000 Penalty: 5271.145508
	Iteration 211Q: 3 clusters Score -7311328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7311349.500000 Penalty: 5271.145508
	Iteration 212Q: 3 clusters Score -7311350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7311374.000000 Penalty: 5271.145508
	Iteration 213Q: 3 clusters Score -7311374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7311401.000000 Penalty: 5271.145508
	Iteration 214Q: 3 clusters Score -7311401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7311422.000000 Penalty: 5271.145508
	Iteration 215Q: 3 clusters Score -7311422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7311435.000000 Penalty: 5271.145508
	Iteration 216Q: 3 clusters Score -7311435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7311435.500000 Penalty: 5271.145508
	Iteration 217Q: 3 clusters Score -7311436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7311460.000000 Penalty: 5271.145508
	Iteration 218Q: 3 clusters Score -7311460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7311466.000000 Penalty: 5271.145508
	Iteration 219Q: 3 clusters Score -7311466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7311462.500000 Penalty: 5271.145508
	Iteration 220F: 3 clusters Score -7311462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7311471.000000 Penalty: 5271.145508
	Iteration 221Q: 3 clusters Score -7311471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7311484.000000 Penalty: 5271.145508
	Iteration 222Q: 3 clusters Score -7311484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7311479.500000 Penalty: 5271.145508
	Iteration 223Q: 3 clusters Score -7311480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7311476.500000 Penalty: 5271.145508
	Iteration 224Q: 3 clusters Score -7311476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7311481.000000 Penalty: 5271.145508
	Iteration 225Q: 3 clusters Score -7311481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7311479.500000 Penalty: 5271.145508
	Iteration 226Q: 3 clusters Score -7311480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7311481.500000 Penalty: 5271.145508
	Iteration 227Q: 3 clusters Score -7311482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7311487.000000 Penalty: 5271.145508
	Iteration 228Q: 3 clusters Score -7311487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7311484.500000 Penalty: 5271.145508
	Iteration 229Q: 3 clusters Score -7311484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7311484.000000 Penalty: 5271.145508
	Iteration 230Q: 3 clusters Score -7311484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7311485.500000 Penalty: 5271.145508
	Iteration 231Q: 3 clusters Score -7311486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7311481.500000 Penalty: 5271.145508
	Iteration 232Q: 3 clusters Score -7311482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7311481.500000 Penalty: 5271.145508
	Iteration 233F: 3 clusters Score -7311482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Entering Unmasked Estep 
Score: -2843042.000000 Penalty: 2401.437256
	Iteration 0F: 2 clusters Score -2843042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2831551.250000 Penalty: 4802.874512
	Iteration 0F: 3 clusters Score -2831551 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2835334.750000 Penalty: 4802.874512
	Iteration 1F: 3 clusters Score -2835335 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2835740.250000 Penalty: 4802.874512
	Iteration 2F: 3 clusters Score -2835740 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2836105.500000 Penalty: 4802.874512
	Iteration 3F: 3 clusters Score -2836106 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2836466.250000 Penalty: 4802.874512
	Iteration 4Q: 3 clusters Score -2836466 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2836827.000000 Penalty: 4802.874512
	Iteration 5Q: 3 clusters Score -2836827 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2837224.250000 Penalty: 4802.874512
	Iteration 6Q: 3 clusters Score -2837224 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2837666.500000 Penalty: 4802.874512
	Iteration 7Q: 3 clusters Score -2837666 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2838141.750000 Penalty: 4802.874512
	Iteration 8Q: 3 clusters Score -2838142 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2838622.250000 Penalty: 4802.874512
	Iteration 9Q: 3 clusters Score -2838622 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2839138.750000 Penalty: 4802.874512
	Iteration 10Q: 3 clusters Score -2839139 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2839641.500000 Penalty: 4802.874512
	Iteration 11Q: 3 clusters Score -2839642 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2840068.250000 Penalty: 4802.874512
	Iteration 12Q: 3 clusters Score -2840068 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2840402.750000 Penalty: 4802.874512
	Iteration 13Q: 3 clusters Score -2840403 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2840682.750000 Penalty: 4802.874512
	Iteration 14Q: 3 clusters Score -2840683 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2840885.000000 Penalty: 4802.874512
	Iteration 15Q: 3 clusters Score -2840885 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2841029.250000 Penalty: 4802.874512
	Iteration 16Q: 3 clusters Score -2841029 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2841112.750000 Penalty: 4802.874512
	Iteration 17Q: 3 clusters Score -2841113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2841183.750000 Penalty: 4802.874512
	Iteration 18Q: 3 clusters Score -2841184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2841209.250000 Penalty: 4802.874512
	Iteration 19Q: 3 clusters Score -2841209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2841231.000000 Penalty: 4802.874512
	Iteration 20F: 3 clusters Score -2841231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2841249.000000 Penalty: 4802.874512
	Iteration 21Q: 3 clusters Score -2841249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2841253.500000 Penalty: 4802.874512
	Iteration 22Q: 3 clusters Score -2841254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2841262.500000 Penalty: 4802.874512
	Iteration 23Q: 3 clusters Score -2841262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2841270.500000 Penalty: 4802.874512
	Iteration 24Q: 3 clusters Score -2841270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2841278.500000 Penalty: 4802.874512
	Iteration 25Q: 3 clusters Score -2841278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2841288.250000 Penalty: 4802.874512
	Iteration 26Q: 3 clusters Score -2841288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2841294.250000 Penalty: 4802.874512
	Iteration 27Q: 3 clusters Score -2841294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2841310.000000 Penalty: 4802.874512
	Iteration 28Q: 3 clusters Score -2841310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2841310.500000 Penalty: 4802.874512
	Iteration 29Q: 3 clusters Score -2841310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2841316.000000 Penalty: 4802.874512
	Iteration 30Q: 3 clusters Score -2841316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2841322.000000 Penalty: 4802.874512
	Iteration 31Q: 3 clusters Score -2841322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2841326.750000 Penalty: 4802.874512
	Iteration 32Q: 3 clusters Score -2841327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2841328.750000 Penalty: 4802.874512
	Iteration 33Q: 3 clusters Score -2841329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2841330.250000 Penalty: 4802.874512
	Iteration 34Q: 3 clusters Score -2841330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2841330.750000 Penalty: 4802.874512
	Iteration 35Q: 3 clusters Score -2841331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2841334.750000 Penalty: 4802.874512
	Iteration 36Q: 3 clusters Score -2841335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2841333.250000 Penalty: 4802.874512
	Iteration 37Q: 3 clusters Score -2841333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2841333.250000 Penalty: 4802.874512
	Iteration 38F: 3 clusters Score -2841333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 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 275 members 
Entering Unmasked Estep 
Score: -46132.988281 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46132.99 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46601.632812 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46601.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46891.394531 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -46891.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47164.519531 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -47164.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47496.988281 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -47496.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47761.378906 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -47761.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47892.808594 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -47892.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47960.437500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -47960.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47984.652344 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -47984.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47990.851562 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -47990.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48016.992188 Penalty: 3129.719482
	Iteration 10F: 3 clusters Score -48016.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48119.906250 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -48119.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48153.253906 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -48153.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48153.253906 Penalty: 3129.719482
	Iteration 13F: 3 clusters Score -48153.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 27519 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41246 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56246 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50388 members 
Mstep: Class 20 contains 50010 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45685 members 
Mstep: Class 32 contains 44365 members 
Mstep: Class 33 contains 52193 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49829 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 166 members 
Entering Unmasked Estep 
Score: -196411328.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196412576.000000 to -196411328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -1228478.500000 Penalty: 2196.239990
	Iteration 0F: 2 clusters Score -1228478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1222705.125000 Penalty: 4392.479980
	Iteration 0F: 3 clusters Score -1222705 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1224339.375000 Penalty: 4392.479980
	Iteration 1F: 3 clusters Score -1224339 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1224660.250000 Penalty: 4392.479980
	Iteration 2F: 3 clusters Score -1224660 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1224964.375000 Penalty: 4392.479980
	Iteration 3F: 3 clusters Score -1224964 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1225320.500000 Penalty: 4392.479980
	Iteration 4F: 3 clusters Score -1225320 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1225769.250000 Penalty: 4392.479980
	Iteration 5F: 3 clusters Score -1225769 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1226259.750000 Penalty: 4392.479980
	Iteration 6F: 3 clusters Score -1226260 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1226635.375000 Penalty: 4392.479980
	Iteration 7F: 3 clusters Score -1226635 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1226938.625000 Penalty: 4392.479980
	Iteration 8Q: 3 clusters Score -1226939 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1227164.000000 Penalty: 4392.479980
	Iteration 9Q: 3 clusters Score -1227164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1227306.500000 Penalty: 4392.479980
	Iteration 10Q: 3 clusters Score -1227306 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1227377.625000 Penalty: 4392.479980
	Iteration 11Q: 3 clusters Score -1227378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1227414.125000 Penalty: 4392.479980
	Iteration 12Q: 3 clusters Score -1227414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1227434.000000 Penalty: 4392.479980
	Iteration 13Q: 3 clusters Score -1227434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1227453.625000 Penalty: 4392.479980
	Iteration 14Q: 3 clusters Score -1227454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1227476.625000 Penalty: 4392.479980
	Iteration 15Q: 3 clusters Score -1227477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1227500.125000 Penalty: 4392.479980
	Iteration 16Q: 3 clusters Score -1227500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1227511.750000 Penalty: 4392.479980
	Iteration 17Q: 3 clusters Score -1227512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1227520.875000 Penalty: 4392.479980
	Iteration 18Q: 3 clusters Score -1227521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1227531.250000 Penalty: 4392.479980
	Iteration 19Q: 3 clusters Score -1227531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1227538.375000 Penalty: 4392.479980
	Iteration 20F: 3 clusters Score -1227538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1227550.250000 Penalty: 4392.479980
	Iteration 21Q: 3 clusters Score -1227550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1227552.750000 Penalty: 4392.479980
	Iteration 22Q: 3 clusters Score -1227553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1227556.250000 Penalty: 4392.479980
	Iteration 23Q: 3 clusters Score -1227556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1227556.500000 Penalty: 4392.479980
	Iteration 24Q: 3 clusters Score -1227556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1227558.250000 Penalty: 4392.479980
	Iteration 25Q: 3 clusters Score -1227558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1227563.250000 Penalty: 4392.479980
	Iteration 26Q: 3 clusters Score -1227563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1227563.000000 Penalty: 4392.479980
	Iteration 27Q: 3 clusters Score -1227563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1227564.500000 Penalty: 4392.479980
	Iteration 28Q: 3 clusters Score -1227564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1227564.500000 Penalty: 4392.479980
	Iteration 29F: 3 clusters Score -1227564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Entering Unmasked Estep 
Score: -9249685.000000 Penalty: 2689.128662
	Iteration 0F: 2 clusters Score -9249685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -9218784.000000 Penalty: 5378.257324
	Iteration 0F: 3 clusters Score -9218784 nChanged 23635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -9232120.000000 Penalty: 5378.257324
	Iteration 1F: 3 clusters Score -9232120 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -9232616.000000 Penalty: 5378.257324
	Iteration 2Q: 3 clusters Score -9232616 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -9233091.000000 Penalty: 5378.257324
	Iteration 3Q: 3 clusters Score -9233091 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -9233492.000000 Penalty: 5378.257324
	Iteration 4Q: 3 clusters Score -9233492 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -9233937.000000 Penalty: 5378.257324
	Iteration 5Q: 3 clusters Score -9233937 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -9234463.000000 Penalty: 5378.257324
	Iteration 6Q: 3 clusters Score -9234463 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9235176.000000 Penalty: 5378.257324
	Iteration 7Q: 3 clusters Score -9235176 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -9236223.000000 Penalty: 5378.257324
	Iteration 8Q: 3 clusters Score -9236223 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -9237849.000000 Penalty: 5378.257324
	Iteration 9F: 3 clusters Score -9237849 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -9239961.000000 Penalty: 5378.257324
	Iteration 10F: 3 clusters Score -9239961 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -9242367.000000 Penalty: 5378.257324
	Iteration 11F: 3 clusters Score -9242367 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -9244458.000000 Penalty: 5378.257324
	Iteration 12F: 3 clusters Score -9244458 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -9245751.000000 Penalty: 5378.257324
	Iteration 13Q: 3 clusters Score -9245751 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -9246492.000000 Penalty: 5378.257324
	Iteration 14Q: 3 clusters Score -9246492 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -9246864.000000 Penalty: 5378.257324
	Iteration 15Q: 3 clusters Score -9246864 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -9247054.000000 Penalty: 5378.257324
	Iteration 16Q: 3 clusters Score -9247054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -9247180.000000 Penalty: 5378.257324
	Iteration 17Q: 3 clusters Score -9247180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -9247258.000000 Penalty: 5378.257324
	Iteration 18Q: 3 clusters Score -9247258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -9247345.000000 Penalty: 5378.257324
	Iteration 19Q: 3 clusters Score -9247345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -9247383.000000 Penalty: 5378.257324
	Iteration 20F: 3 clusters Score -9247383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -9247402.000000 Penalty: 5378.257324
	Iteration 21Q: 3 clusters Score -9247402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -9247391.000000 Penalty: 5378.257324
	Iteration 22Q: 3 clusters Score -9247391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -9247411.000000 Penalty: 5378.257324
	Iteration 23Q: 3 clusters Score -9247411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -9247424.000000 Penalty: 5378.257324
	Iteration 24Q: 3 clusters Score -9247424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -9247428.000000 Penalty: 5378.257324
	Iteration 25Q: 3 clusters Score -9247428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -9247431.000000 Penalty: 5378.257324
	Iteration 26Q: 3 clusters Score -9247431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -9247426.000000 Penalty: 5378.257324
	Iteration 27Q: 3 clusters Score -9247426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -9247431.000000 Penalty: 5378.257324
	Iteration 28Q: 3 clusters Score -9247431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -9247430.000000 Penalty: 5378.257324
	Iteration 29Q: 3 clusters Score -9247430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -9247421.000000 Penalty: 5378.257324
	Iteration 30Q: 3 clusters Score -9247421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -9247419.000000 Penalty: 5378.257324
	Iteration 31Q: 3 clusters Score -9247419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -9247431.000000 Penalty: 5378.257324
	Iteration 32Q: 3 clusters Score -9247431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -9247436.000000 Penalty: 5378.257324
	Iteration 33Q: 3 clusters Score -9247436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -9247440.000000 Penalty: 5378.257324
	Iteration 34Q: 3 clusters Score -9247440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -9247440.000000 Penalty: 5378.257324
	Iteration 35Q: 3 clusters Score -9247440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -9247440.000000 Penalty: 5378.257324
	Iteration 36Q: 3 clusters Score -9247440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -9247445.000000 Penalty: 5378.257324
	Iteration 37Q: 3 clusters Score -9247445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -9247432.000000 Penalty: 5378.257324
	Iteration 38Q: 3 clusters Score -9247432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9247442.000000 Penalty: 5378.257324
	Iteration 39Q: 3 clusters Score -9247442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -9247438.000000 Penalty: 5378.257324
	Iteration 40F: 3 clusters Score -9247438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -9247435.000000 Penalty: 5378.257324
	Iteration 41Q: 3 clusters Score -9247435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -9247435.000000 Penalty: 5378.257324
	Iteration 42F: 3 clusters Score -9247435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -140096.546875 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -140096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138318.000000 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -138318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -138665.531250 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -138665.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -138893.515625 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -138893.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -139115.953125 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -139116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -139276.609375 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -139276.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -139380.828125 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -139380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -139449.703125 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -139449.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -139475.843750 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -139475.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -139491.500000 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -139491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -139496.531250 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -139496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -139502.281250 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -139502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -139512.968750 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -139513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -139524.234375 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -139524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -139532.531250 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -139532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -139540.078125 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -139540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -139547.046875 Penalty: 3333.229248
	Iteration 15F: 3 clusters Score -139547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -139580.140625 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -139580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -139610.890625 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -139610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -139621.796875 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -139621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -139630.078125 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -139630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -139630.078125 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -139630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Entering Unmasked Estep 
Score: -3021470.000000 Penalty: 2418.329102
	Iteration 0F: 2 clusters Score -3021470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3009169.750000 Penalty: 4836.658203
	Iteration 0F: 3 clusters Score -3009170 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3013143.000000 Penalty: 4836.658203
	Iteration 1F: 3 clusters Score -3013143 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3013607.250000 Penalty: 4836.658203
	Iteration 2F: 3 clusters Score -3013607 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3014085.250000 Penalty: 4836.658203
	Iteration 3F: 3 clusters Score -3014085 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3014512.000000 Penalty: 4836.658203
	Iteration 4Q: 3 clusters Score -3014512 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3014905.750000 Penalty: 4836.658203
	Iteration 5Q: 3 clusters Score -3014906 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3015290.000000 Penalty: 4836.658203
	Iteration 6Q: 3 clusters Score -3015290 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3015674.000000 Penalty: 4836.658203
	Iteration 7Q: 3 clusters Score -3015674 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3016036.500000 Penalty: 4836.658203
	Iteration 8Q: 3 clusters Score -3016036 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3016364.250000 Penalty: 4836.658203
	Iteration 9Q: 3 clusters Score -3016364 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3016676.000000 Penalty: 4836.658203
	Iteration 10Q: 3 clusters Score -3016676 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3017042.250000 Penalty: 4836.658203
	Iteration 11Q: 3 clusters Score -3017042 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3017381.250000 Penalty: 4836.658203
	Iteration 12Q: 3 clusters Score -3017381 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3017747.750000 Penalty: 4836.658203
	Iteration 13Q: 3 clusters Score -3017748 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3018059.750000 Penalty: 4836.658203
	Iteration 14Q: 3 clusters Score -3018060 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3018355.500000 Penalty: 4836.658203
	Iteration 15Q: 3 clusters Score -3018356 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3018609.750000 Penalty: 4836.658203
	Iteration 16Q: 3 clusters Score -3018610 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3018835.750000 Penalty: 4836.658203
	Iteration 17Q: 3 clusters Score -3018836 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3019065.500000 Penalty: 4836.658203
	Iteration 18Q: 3 clusters Score -3019066 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3019234.000000 Penalty: 4836.658203
	Iteration 19Q: 3 clusters Score -3019234 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3019367.750000 Penalty: 4836.658203
	Iteration 20F: 3 clusters Score -3019368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3019496.000000 Penalty: 4836.658203
	Iteration 21Q: 3 clusters Score -3019496 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3019603.750000 Penalty: 4836.658203
	Iteration 22Q: 3 clusters Score -3019604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3019723.750000 Penalty: 4836.658203
	Iteration 23Q: 3 clusters Score -3019724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3019833.750000 Penalty: 4836.658203
	Iteration 24Q: 3 clusters Score -3019834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3019912.500000 Penalty: 4836.658203
	Iteration 25Q: 3 clusters Score -3019912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3019969.000000 Penalty: 4836.658203
	Iteration 26Q: 3 clusters Score -3019969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3020015.750000 Penalty: 4836.658203
	Iteration 27Q: 3 clusters Score -3020016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3020044.000000 Penalty: 4836.658203
	Iteration 28Q: 3 clusters Score -3020044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3020061.250000 Penalty: 4836.658203
	Iteration 29Q: 3 clusters Score -3020061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3020091.750000 Penalty: 4836.658203
	Iteration 30Q: 3 clusters Score -3020092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3020117.000000 Penalty: 4836.658203
	Iteration 31Q: 3 clusters Score -3020117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3020118.000000 Penalty: 4836.658203
	Iteration 32Q: 3 clusters Score -3020118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3020122.500000 Penalty: 4836.658203
	Iteration 33Q: 3 clusters Score -3020122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3020122.500000 Penalty: 4836.658203
	Iteration 34Q: 3 clusters Score -3020122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3020129.500000 Penalty: 4836.658203
	Iteration 35Q: 3 clusters Score -3020130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3020130.750000 Penalty: 4836.658203
	Iteration 36Q: 3 clusters Score -3020131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3020132.000000 Penalty: 4836.658203
	Iteration 37Q: 3 clusters Score -3020132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3020139.000000 Penalty: 4836.658203
	Iteration 38Q: 3 clusters Score -3020139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3020146.000000 Penalty: 4836.658203
	Iteration 39Q: 3 clusters Score -3020146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3020143.250000 Penalty: 4836.658203
	Iteration 40F: 3 clusters Score -3020143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3020145.250000 Penalty: 4836.658203
	Iteration 41Q: 3 clusters Score -3020145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3020149.000000 Penalty: 4836.658203
	Iteration 42Q: 3 clusters Score -3020149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3020156.500000 Penalty: 4836.658203
	Iteration 43Q: 3 clusters Score -3020156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3020157.000000 Penalty: 4836.658203
	Iteration 44Q: 3 clusters Score -3020157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3020157.000000 Penalty: 4836.658203
	Iteration 45F: 3 clusters Score -3020157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Entering Unmasked Estep 
Score: -7563114.500000 Penalty: 2642.638428
	Iteration 0F: 2 clusters Score -7563114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7534854.500000 Penalty: 5285.276855
	Iteration 0F: 3 clusters Score -7534854 nChanged 19346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -7545697.500000 Penalty: 5285.276855
	Iteration 1F: 3 clusters Score -7545698 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -7546538.500000 Penalty: 5285.276855
	Iteration 2F: 3 clusters Score -7546538 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -7547663.000000 Penalty: 5285.276855
	Iteration 3F: 3 clusters Score -7547663 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -7548972.500000 Penalty: 5285.276855
	Iteration 4F: 3 clusters Score -7548972 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -7550635.500000 Penalty: 5285.276855
	Iteration 5F: 3 clusters Score -7550636 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -7552595.500000 Penalty: 5285.276855
	Iteration 6F: 3 clusters Score -7552596 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -7554510.000000 Penalty: 5285.276855
	Iteration 7F: 3 clusters Score -7554510 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -7556050.500000 Penalty: 5285.276855
	Iteration 8F: 3 clusters Score -7556050 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -7557449.000000 Penalty: 5285.276855
	Iteration 9Q: 3 clusters Score -7557449 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -7558590.000000 Penalty: 5285.276855
	Iteration 10Q: 3 clusters Score -7558590 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -7559510.000000 Penalty: 5285.276855
	Iteration 11Q: 3 clusters Score -7559510 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7560219.000000 Penalty: 5285.276855
	Iteration 12Q: 3 clusters Score -7560219 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -7560656.500000 Penalty: 5285.276855
	Iteration 13Q: 3 clusters Score -7560656 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7560902.500000 Penalty: 5285.276855
	Iteration 14Q: 3 clusters Score -7560902 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -7561061.000000 Penalty: 5285.276855
	Iteration 15Q: 3 clusters Score -7561061 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -7561146.000000 Penalty: 5285.276855
	Iteration 16Q: 3 clusters Score -7561146 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -7561214.500000 Penalty: 5285.276855
	Iteration 17Q: 3 clusters Score -7561214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7561232.500000 Penalty: 5285.276855
	Iteration 18Q: 3 clusters Score -7561232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -7561276.000000 Penalty: 5285.276855
	Iteration 19Q: 3 clusters Score -7561276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7561293.500000 Penalty: 5285.276855
	Iteration 20F: 3 clusters Score -7561294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7561325.500000 Penalty: 5285.276855
	Iteration 21Q: 3 clusters Score -7561326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -7561343.500000 Penalty: 5285.276855
	Iteration 22Q: 3 clusters Score -7561344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -7561358.000000 Penalty: 5285.276855
	Iteration 23Q: 3 clusters Score -7561358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -7561379.500000 Penalty: 5285.276855
	Iteration 24Q: 3 clusters Score -7561380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -7561389.500000 Penalty: 5285.276855
	Iteration 25Q: 3 clusters Score -7561390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7561396.500000 Penalty: 5285.276855
	Iteration 26Q: 3 clusters Score -7561396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7561408.500000 Penalty: 5285.276855
	Iteration 27Q: 3 clusters Score -7561408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -7561413.500000 Penalty: 5285.276855
	Iteration 28Q: 3 clusters Score -7561414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7561424.000000 Penalty: 5285.276855
	Iteration 29Q: 3 clusters Score -7561424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -7561417.500000 Penalty: 5285.276855
	Iteration 30Q: 3 clusters Score -7561418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -7561416.000000 Penalty: 5285.276855
	Iteration 31Q: 3 clusters Score -7561416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -7561416.000000 Penalty: 5285.276855
	Iteration 32F: 3 clusters Score -7561416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Entering Unmasked Estep 
Score: -10129073.000000 Penalty: 2712.497559
	Iteration 0F: 2 clusters Score -1.012907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -10098049.000000 Penalty: 5424.995117
	Iteration 0F: 3 clusters Score -1.009805e+07 nChanged 26036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -10112706.000000 Penalty: 5424.995117
	Iteration 1F: 3 clusters Score -1.011271e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -10113402.000000 Penalty: 5424.995117
	Iteration 2Q: 3 clusters Score -1.01134e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -10114287.000000 Penalty: 5424.995117
	Iteration 3Q: 3 clusters Score -1.011429e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -10115448.000000 Penalty: 5424.995117
	Iteration 4Q: 3 clusters Score -1.011545e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -10117304.000000 Penalty: 5424.995117
	Iteration 5F: 3 clusters Score -1.01173e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -10119885.000000 Penalty: 5424.995117
	Iteration 6F: 3 clusters Score -1.011988e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -10122119.000000 Penalty: 5424.995117
	Iteration 7F: 3 clusters Score -1.012212e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -10123644.000000 Penalty: 5424.995117
	Iteration 8F: 3 clusters Score -1.012364e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -10124737.000000 Penalty: 5424.995117
	Iteration 9Q: 3 clusters Score -1.012474e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -10125431.000000 Penalty: 5424.995117
	Iteration 10Q: 3 clusters Score -1.012543e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -10125887.000000 Penalty: 5424.995117
	Iteration 11Q: 3 clusters Score -1.012589e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -10126283.000000 Penalty: 5424.995117
	Iteration 12Q: 3 clusters Score -1.012628e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -10126532.000000 Penalty: 5424.995117
	Iteration 13Q: 3 clusters Score -1.012653e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -10126653.000000 Penalty: 5424.995117
	Iteration 14Q: 3 clusters Score -1.012665e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10126748.000000 Penalty: 5424.995117
	Iteration 15Q: 3 clusters Score -1.012675e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -10126787.000000 Penalty: 5424.995117
	Iteration 16Q: 3 clusters Score -1.012679e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -10126820.000000 Penalty: 5424.995117
	Iteration 17Q: 3 clusters Score -1.012682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -10126842.000000 Penalty: 5424.995117
	Iteration 18Q: 3 clusters Score -1.012684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -10126854.000000 Penalty: 5424.995117
	Iteration 19Q: 3 clusters Score -1.012685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -10126876.000000 Penalty: 5424.995117
	Iteration 20F: 3 clusters Score -1.012688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -10126886.000000 Penalty: 5424.995117
	Iteration 21Q: 3 clusters Score -1.012689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -10126880.000000 Penalty: 5424.995117
	Iteration 22Q: 3 clusters Score -1.012688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -10126891.000000 Penalty: 5424.995117
	Iteration 23Q: 3 clusters Score -1.012689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -10126875.000000 Penalty: 5424.995117
	Iteration 24Q: 3 clusters Score -1.012688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -10126880.000000 Penalty: 5424.995117
	Iteration 25Q: 3 clusters Score -1.012688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -10126876.000000 Penalty: 5424.995117
	Iteration 26Q: 3 clusters Score -1.012688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -10126885.000000 Penalty: 5424.995117
	Iteration 27Q: 3 clusters Score -1.012688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -10126884.000000 Penalty: 5424.995117
	Iteration 28Q: 3 clusters Score -1.012688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -10126892.000000 Penalty: 5424.995117
	Iteration 29Q: 3 clusters Score -1.012689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -10126892.000000 Penalty: 5424.995117
	Iteration 30F: 3 clusters Score -1.012689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -765608.250000 Penalty: 2074.108887
	Iteration 0F: 2 clusters Score -765608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -761536.875000 Penalty: 4148.217773
	Iteration 0F: 3 clusters Score -761536.9 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -762454.375000 Penalty: 4148.217773
	Iteration 1F: 3 clusters Score -762454.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -762653.562500 Penalty: 4148.217773
	Iteration 2F: 3 clusters Score -762653.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -762786.750000 Penalty: 4148.217773
	Iteration 3F: 3 clusters Score -762786.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -762876.250000 Penalty: 4148.217773
	Iteration 4Q: 3 clusters Score -762876.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -762931.937500 Penalty: 4148.217773
	Iteration 5Q: 3 clusters Score -762931.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -762963.625000 Penalty: 4148.217773
	Iteration 6Q: 3 clusters Score -762963.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -762986.437500 Penalty: 4148.217773
	Iteration 7Q: 3 clusters Score -762986.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -763009.250000 Penalty: 4148.217773
	Iteration 8Q: 3 clusters Score -763009.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -763028.000000 Penalty: 4148.217773
	Iteration 9Q: 3 clusters Score -763028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -763044.375000 Penalty: 4148.217773
	Iteration 10Q: 3 clusters Score -763044.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -763052.312500 Penalty: 4148.217773
	Iteration 11Q: 3 clusters Score -763052.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -763061.000000 Penalty: 4148.217773
	Iteration 12Q: 3 clusters Score -763061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -763065.500000 Penalty: 4148.217773
	Iteration 13Q: 3 clusters Score -763065.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -763069.812500 Penalty: 4148.217773
	Iteration 14Q: 3 clusters Score -763069.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -763074.687500 Penalty: 4148.217773
	Iteration 15Q: 3 clusters Score -763074.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -763081.937500 Penalty: 4148.217773
	Iteration 16Q: 3 clusters Score -763081.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -763088.125000 Penalty: 4148.217773
	Iteration 17Q: 3 clusters Score -763088.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -763094.250000 Penalty: 4148.217773
	Iteration 18Q: 3 clusters Score -763094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -763099.500000 Penalty: 4148.217773
	Iteration 19Q: 3 clusters Score -763099.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -763106.687500 Penalty: 4148.217773
	Iteration 20F: 3 clusters Score -763106.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -763112.875000 Penalty: 4148.217773
	Iteration 21Q: 3 clusters Score -763112.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -763116.062500 Penalty: 4148.217773
	Iteration 22Q: 3 clusters Score -763116.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -763121.500000 Penalty: 4148.217773
	Iteration 23Q: 3 clusters Score -763121.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -763125.750000 Penalty: 4148.217773
	Iteration 24Q: 3 clusters Score -763125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -763129.375000 Penalty: 4148.217773
	Iteration 25Q: 3 clusters Score -763129.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -763138.125000 Penalty: 4148.217773
	Iteration 26Q: 3 clusters Score -763138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -763146.062500 Penalty: 4148.217773
	Iteration 27Q: 3 clusters Score -763146.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -763151.500000 Penalty: 4148.217773
	Iteration 28Q: 3 clusters Score -763151.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -763157.625000 Penalty: 4148.217773
	Iteration 29Q: 3 clusters Score -763157.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -763160.500000 Penalty: 4148.217773
	Iteration 30Q: 3 clusters Score -763160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -763163.937500 Penalty: 4148.217773
	Iteration 31Q: 3 clusters Score -763163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -763167.812500 Penalty: 4148.217773
	Iteration 32Q: 3 clusters Score -763167.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -763171.437500 Penalty: 4148.217773
	Iteration 33Q: 3 clusters Score -763171.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -763174.062500 Penalty: 4148.217773
	Iteration 34Q: 3 clusters Score -763174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -763177.500000 Penalty: 4148.217773
	Iteration 35Q: 3 clusters Score -763177.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -763184.375000 Penalty: 4148.217773
	Iteration 36Q: 3 clusters Score -763184.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -763190.437500 Penalty: 4148.217773
	Iteration 37Q: 3 clusters Score -763190.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -763195.562500 Penalty: 4148.217773
	Iteration 38Q: 3 clusters Score -763195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -763196.375000 Penalty: 4148.217773
	Iteration 39Q: 3 clusters Score -763196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -763196.750000 Penalty: 4148.217773
	Iteration 40F: 3 clusters Score -763196.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -763200.437500 Penalty: 4148.217773
	Iteration 41Q: 3 clusters Score -763200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -763203.750000 Penalty: 4148.217773
	Iteration 42Q: 3 clusters Score -763203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -763206.187500 Penalty: 4148.217773
	Iteration 43Q: 3 clusters Score -763206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -763208.937500 Penalty: 4148.217773
	Iteration 44Q: 3 clusters Score -763208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -763213.875000 Penalty: 4148.217773
	Iteration 45Q: 3 clusters Score -763213.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -763219.562500 Penalty: 4148.217773
	Iteration 46Q: 3 clusters Score -763219.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -763225.312500 Penalty: 4148.217773
	Iteration 47Q: 3 clusters Score -763225.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -763233.000000 Penalty: 4148.217773
	Iteration 48Q: 3 clusters Score -763233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -763235.625000 Penalty: 4148.217773
	Iteration 49Q: 3 clusters Score -763235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -763242.875000 Penalty: 4148.217773
	Iteration 50Q: 3 clusters Score -763242.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -763247.187500 Penalty: 4148.217773
	Iteration 51Q: 3 clusters Score -763247.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -763255.375000 Penalty: 4148.217773
	Iteration 52Q: 3 clusters Score -763255.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -763263.312500 Penalty: 4148.217773
	Iteration 53Q: 3 clusters Score -763263.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -763271.312500 Penalty: 4148.217773
	Iteration 54Q: 3 clusters Score -763271.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -763279.437500 Penalty: 4148.217773
	Iteration 55Q: 3 clusters Score -763279.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -763286.375000 Penalty: 4148.217773
	Iteration 56Q: 3 clusters Score -763286.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -763299.625000 Penalty: 4148.217773
	Iteration 57Q: 3 clusters Score -763299.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -763315.875000 Penalty: 4148.217773
	Iteration 58Q: 3 clusters Score -763315.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -763336.062500 Penalty: 4148.217773
	Iteration 59Q: 3 clusters Score -763336.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -763366.000000 Penalty: 4148.217773
	Iteration 60F: 3 clusters Score -763366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -763386.187500 Penalty: 4148.217773
	Iteration 61Q: 3 clusters Score -763386.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -763403.500000 Penalty: 4148.217773
	Iteration 62Q: 3 clusters Score -763403.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -763421.125000 Penalty: 4148.217773
	Iteration 63Q: 3 clusters Score -763421.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -763438.312500 Penalty: 4148.217773
	Iteration 64Q: 3 clusters Score -763438.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -763457.062500 Penalty: 4148.217773
	Iteration 65Q: 3 clusters Score -763457.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -763483.062500 Penalty: 4148.217773
	Iteration 66Q: 3 clusters Score -763483.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -763518.062500 Penalty: 4148.217773
	Iteration 67Q: 3 clusters Score -763518.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -763556.250000 Penalty: 4148.217773
	Iteration 68Q: 3 clusters Score -763556.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -763586.000000 Penalty: 4148.217773
	Iteration 69Q: 3 clusters Score -763586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -763621.000000 Penalty: 4148.217773
	Iteration 70Q: 3 clusters Score -763621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -763659.750000 Penalty: 4148.217773
	Iteration 71Q: 3 clusters Score -763659.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -763678.750000 Penalty: 4148.217773
	Iteration 72Q: 3 clusters Score -763678.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -763701.562500 Penalty: 4148.217773
	Iteration 73Q: 3 clusters Score -763701.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -763711.125000 Penalty: 4148.217773
	Iteration 74Q: 3 clusters Score -763711.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -763721.125000 Penalty: 4148.217773
	Iteration 75Q: 3 clusters Score -763721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -763725.625000 Penalty: 4148.217773
	Iteration 76Q: 3 clusters Score -763725.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -763730.562500 Penalty: 4148.217773
	Iteration 77Q: 3 clusters Score -763730.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -763738.562500 Penalty: 4148.217773
	Iteration 78Q: 3 clusters Score -763738.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -763746.312500 Penalty: 4148.217773
	Iteration 79Q: 3 clusters Score -763746.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -763754.625000 Penalty: 4148.217773
	Iteration 80F: 3 clusters Score -763754.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -763762.750000 Penalty: 4148.217773
	Iteration 81Q: 3 clusters Score -763762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -763777.250000 Penalty: 4148.217773
	Iteration 82Q: 3 clusters Score -763777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -763785.687500 Penalty: 4148.217773
	Iteration 83Q: 3 clusters Score -763785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -763786.937500 Penalty: 4148.217773
	Iteration 84Q: 3 clusters Score -763786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -763795.750000 Penalty: 4148.217773
	Iteration 85Q: 3 clusters Score -763795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -763801.500000 Penalty: 4148.217773
	Iteration 86Q: 3 clusters Score -763801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -763808.375000 Penalty: 4148.217773
	Iteration 87Q: 3 clusters Score -763808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -763814.125000 Penalty: 4148.217773
	Iteration 88Q: 3 clusters Score -763814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -763822.812500 Penalty: 4148.217773
	Iteration 89Q: 3 clusters Score -763822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -763829.375000 Penalty: 4148.217773
	Iteration 90Q: 3 clusters Score -763829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -763836.562500 Penalty: 4148.217773
	Iteration 91Q: 3 clusters Score -763836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -763845.062500 Penalty: 4148.217773
	Iteration 92Q: 3 clusters Score -763845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -763848.437500 Penalty: 4148.217773
	Iteration 93Q: 3 clusters Score -763848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -763849.937500 Penalty: 4148.217773
	Iteration 94Q: 3 clusters Score -763849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -763853.562500 Penalty: 4148.217773
	Iteration 95Q: 3 clusters Score -763853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -763860.437500 Penalty: 4148.217773
	Iteration 96Q: 3 clusters Score -763860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -763861.062500 Penalty: 4148.217773
	Iteration 97Q: 3 clusters Score -763861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -763861.062500 Penalty: 4148.217773
	Iteration 98F: 3 clusters Score -763861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Entering Unmasked Estep 
Score: -9092064.000000 Penalty: 2685.221924
	Iteration 0F: 2 clusters Score -9092064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -9060184.000000 Penalty: 5370.443848
	Iteration 0F: 3 clusters Score -9060184 nChanged 23219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -9073070.000000 Penalty: 5370.443848
	Iteration 1F: 3 clusters Score -9073070 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -9073616.000000 Penalty: 5370.443848
	Iteration 2Q: 3 clusters Score -9073616 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -9074285.000000 Penalty: 5370.443848
	Iteration 3Q: 3 clusters Score -9074285 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -9075063.000000 Penalty: 5370.443848
	Iteration 4Q: 3 clusters Score -9075063 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -9076106.000000 Penalty: 5370.443848
	Iteration 5Q: 3 clusters Score -9076106 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -9077545.000000 Penalty: 5370.443848
	Iteration 6F: 3 clusters Score -9077545 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -9079602.000000 Penalty: 5370.443848
	Iteration 7F: 3 clusters Score -9079602 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -9082114.000000 Penalty: 5370.443848
	Iteration 8F: 3 clusters Score -9082114 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -9084704.000000 Penalty: 5370.443848
	Iteration 9F: 3 clusters Score -9084704 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -9086719.000000 Penalty: 5370.443848
	Iteration 10F: 3 clusters Score -9086719 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -9088030.000000 Penalty: 5370.443848
	Iteration 11Q: 3 clusters Score -9088030 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -9088741.000000 Penalty: 5370.443848
	Iteration 12Q: 3 clusters Score -9088741 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -9089195.000000 Penalty: 5370.443848
	Iteration 13Q: 3 clusters Score -9089195 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -9089491.000000 Penalty: 5370.443848
	Iteration 14Q: 3 clusters Score -9089491 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -9089579.000000 Penalty: 5370.443848
	Iteration 15Q: 3 clusters Score -9089579 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -9089625.000000 Penalty: 5370.443848
	Iteration 16Q: 3 clusters Score -9089625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -9089651.000000 Penalty: 5370.443848
	Iteration 17Q: 3 clusters Score -9089651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -9089672.000000 Penalty: 5370.443848
	Iteration 18Q: 3 clusters Score -9089672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -9089704.000000 Penalty: 5370.443848
	Iteration 19Q: 3 clusters Score -9089704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -9089719.000000 Penalty: 5370.443848
	Iteration 20F: 3 clusters Score -9089719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -9089737.000000 Penalty: 5370.443848
	Iteration 21Q: 3 clusters Score -9089737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -9089762.000000 Penalty: 5370.443848
	Iteration 22Q: 3 clusters Score -9089762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -9089766.000000 Penalty: 5370.443848
	Iteration 23Q: 3 clusters Score -9089766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -9089785.000000 Penalty: 5370.443848
	Iteration 24Q: 3 clusters Score -9089785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -9089794.000000 Penalty: 5370.443848
	Iteration 25Q: 3 clusters Score -9089794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -9089801.000000 Penalty: 5370.443848
	Iteration 26Q: 3 clusters Score -9089801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -9089801.000000 Penalty: 5370.443848
	Iteration 27Q: 3 clusters Score -9089801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -9089802.000000 Penalty: 5370.443848
	Iteration 28Q: 3 clusters Score -9089802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -9089807.000000 Penalty: 5370.443848
	Iteration 29Q: 3 clusters Score -9089807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -9089807.000000 Penalty: 5370.443848
	Iteration 30Q: 3 clusters Score -9089807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -9089809.000000 Penalty: 5370.443848
	Iteration 31Q: 3 clusters Score -9089809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -9089809.000000 Penalty: 5370.443848
	Iteration 32F: 3 clusters Score -9089809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Entering Unmasked Estep 
Score: -9040387.000000 Penalty: 2683.354736
	Iteration 0F: 2 clusters Score -9040387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -9009505.000000 Penalty: 5366.709473
	Iteration 0F: 3 clusters Score -9009505 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -9022344.000000 Penalty: 5366.709473
	Iteration 1F: 3 clusters Score -9022344 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -9022799.000000 Penalty: 5366.709473
	Iteration 2Q: 3 clusters Score -9022799 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -9023233.000000 Penalty: 5366.709473
	Iteration 3Q: 3 clusters Score -9023233 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -9023621.000000 Penalty: 5366.709473
	Iteration 4Q: 3 clusters Score -9023621 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -9024099.000000 Penalty: 5366.709473
	Iteration 5Q: 3 clusters Score -9024099 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9024517.000000 Penalty: 5366.709473
	Iteration 6Q: 3 clusters Score -9024517 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -9025021.000000 Penalty: 5366.709473
	Iteration 7Q: 3 clusters Score -9025021 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -9025542.000000 Penalty: 5366.709473
	Iteration 8Q: 3 clusters Score -9025542 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -9026322.000000 Penalty: 5366.709473
	Iteration 9Q: 3 clusters Score -9026322 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -9027273.000000 Penalty: 5366.709473
	Iteration 10Q: 3 clusters Score -9027273 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -9028587.000000 Penalty: 5366.709473
	Iteration 11Q: 3 clusters Score -9028587 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -9030087.000000 Penalty: 5366.709473
	Iteration 12Q: 3 clusters Score -9030087 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -9031584.000000 Penalty: 5366.709473
	Iteration 13Q: 3 clusters Score -9031584 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -9032913.000000 Penalty: 5366.709473
	Iteration 14Q: 3 clusters Score -9032913 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -9033929.000000 Penalty: 5366.709473
	Iteration 15Q: 3 clusters Score -9033929 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -9034618.000000 Penalty: 5366.709473
	Iteration 16Q: 3 clusters Score -9034618 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -9035194.000000 Penalty: 5366.709473
	Iteration 17Q: 3 clusters Score -9035194 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -9035606.000000 Penalty: 5366.709473
	Iteration 18Q: 3 clusters Score -9035606 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -9036028.000000 Penalty: 5366.709473
	Iteration 19Q: 3 clusters Score -9036028 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -9036352.000000 Penalty: 5366.709473
	Iteration 20F: 3 clusters Score -9036352 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -9036667.000000 Penalty: 5366.709473
	Iteration 21Q: 3 clusters Score -9036667 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -9036961.000000 Penalty: 5366.709473
	Iteration 22Q: 3 clusters Score -9036961 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -9037138.000000 Penalty: 5366.709473
	Iteration 23Q: 3 clusters Score -9037138 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -9037270.000000 Penalty: 5366.709473
	Iteration 24Q: 3 clusters Score -9037270 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -9037415.000000 Penalty: 5366.709473
	Iteration 25Q: 3 clusters Score -9037415 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9037546.000000 Penalty: 5366.709473
	Iteration 26Q: 3 clusters Score -9037546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -9037657.000000 Penalty: 5366.709473
	Iteration 27Q: 3 clusters Score -9037657 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -9037768.000000 Penalty: 5366.709473
	Iteration 28Q: 3 clusters Score -9037768 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -9037813.000000 Penalty: 5366.709473
	Iteration 29Q: 3 clusters Score -9037813 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -9037824.000000 Penalty: 5366.709473
	Iteration 30Q: 3 clusters Score -9037824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -9037890.000000 Penalty: 5366.709473
	Iteration 31Q: 3 clusters Score -9037890 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -9037917.000000 Penalty: 5366.709473
	Iteration 32Q: 3 clusters Score -9037917 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -9037962.000000 Penalty: 5366.709473
	Iteration 33Q: 3 clusters Score -9037962 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -9038023.000000 Penalty: 5366.709473
	Iteration 34Q: 3 clusters Score -9038023 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -9038079.000000 Penalty: 5366.709473
	Iteration 35Q: 3 clusters Score -9038079 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -9038137.000000 Penalty: 5366.709473
	Iteration 36Q: 3 clusters Score -9038137 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -9038163.000000 Penalty: 5366.709473
	Iteration 37Q: 3 clusters Score -9038163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -9038172.000000 Penalty: 5366.709473
	Iteration 38Q: 3 clusters Score -9038172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -9038207.000000 Penalty: 5366.709473
	Iteration 39Q: 3 clusters Score -9038207 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -9038222.000000 Penalty: 5366.709473
	Iteration 40F: 3 clusters Score -9038222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9038260.000000 Penalty: 5366.709473
	Iteration 41Q: 3 clusters Score -9038260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -9038302.000000 Penalty: 5366.709473
	Iteration 42Q: 3 clusters Score -9038302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -9038325.000000 Penalty: 5366.709473
	Iteration 43Q: 3 clusters Score -9038325 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -9038350.000000 Penalty: 5366.709473
	Iteration 44Q: 3 clusters Score -9038350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -9038373.000000 Penalty: 5366.709473
	Iteration 45Q: 3 clusters Score -9038373 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -9038387.000000 Penalty: 5366.709473
	Iteration 46Q: 3 clusters Score -9038387 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -9038400.000000 Penalty: 5366.709473
	Iteration 47Q: 3 clusters Score -9038400 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -9038413.000000 Penalty: 5366.709473
	Iteration 48Q: 3 clusters Score -9038413 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -9038425.000000 Penalty: 5366.709473
	Iteration 49Q: 3 clusters Score -9038425 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -9038442.000000 Penalty: 5366.709473
	Iteration 50Q: 3 clusters Score -9038442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -9038458.000000 Penalty: 5366.709473
	Iteration 51Q: 3 clusters Score -9038458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -9038467.000000 Penalty: 5366.709473
	Iteration 52Q: 3 clusters Score -9038467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -9038472.000000 Penalty: 5366.709473
	Iteration 53Q: 3 clusters Score -9038472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -9038475.000000 Penalty: 5366.709473
	Iteration 54Q: 3 clusters Score -9038475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -9038492.000000 Penalty: 5366.709473
	Iteration 55Q: 3 clusters Score -9038492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -9038515.000000 Penalty: 5366.709473
	Iteration 56Q: 3 clusters Score -9038515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -9038528.000000 Penalty: 5366.709473
	Iteration 57Q: 3 clusters Score -9038528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -9038529.000000 Penalty: 5366.709473
	Iteration 58Q: 3 clusters Score -9038529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -9038514.000000 Penalty: 5366.709473
	Iteration 59Q: 3 clusters Score -9038514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -9038528.000000 Penalty: 5366.709473
	Iteration 60F: 3 clusters Score -9038528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -9038530.000000 Penalty: 5366.709473
	Iteration 61Q: 3 clusters Score -9038530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -9038535.000000 Penalty: 5366.709473
	Iteration 62Q: 3 clusters Score -9038535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9038531.000000 Penalty: 5366.709473
	Iteration 63Q: 3 clusters Score -9038531 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -9038526.000000 Penalty: 5366.709473
	Iteration 64Q: 3 clusters Score -9038526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -9038551.000000 Penalty: 5366.709473
	Iteration 65Q: 3 clusters Score -9038551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -9038551.000000 Penalty: 5366.709473
	Iteration 66Q: 3 clusters Score -9038551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -9038561.000000 Penalty: 5366.709473
	Iteration 67Q: 3 clusters Score -9038561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -9038570.000000 Penalty: 5366.709473
	Iteration 68Q: 3 clusters Score -9038570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9038567.000000 Penalty: 5366.709473
	Iteration 69Q: 3 clusters Score -9038567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -9038569.000000 Penalty: 5366.709473
	Iteration 70Q: 3 clusters Score -9038569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -9038563.000000 Penalty: 5366.709473
	Iteration 71Q: 3 clusters Score -9038563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -9038579.000000 Penalty: 5366.709473
	Iteration 72Q: 3 clusters Score -9038579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -9038568.000000 Penalty: 5366.709473
	Iteration 73Q: 3 clusters Score -9038568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -9038568.000000 Penalty: 5366.709473
	Iteration 74Q: 3 clusters Score -9038568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -9038579.000000 Penalty: 5366.709473
	Iteration 75Q: 3 clusters Score -9038579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9038580.000000 Penalty: 5366.709473
	Iteration 76Q: 3 clusters Score -9038580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -9038592.000000 Penalty: 5366.709473
	Iteration 77Q: 3 clusters Score -9038592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -9038586.000000 Penalty: 5366.709473
	Iteration 78Q: 3 clusters Score -9038586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -9038585.000000 Penalty: 5366.709473
	Iteration 79Q: 3 clusters Score -9038585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9038584.000000 Penalty: 5366.709473
	Iteration 80F: 3 clusters Score -9038584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -9038580.000000 Penalty: 5366.709473
	Iteration 81Q: 3 clusters Score -9038580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9038581.000000 Penalty: 5366.709473
	Iteration 82Q: 3 clusters Score -9038581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9038581.000000 Penalty: 5366.709473
	Iteration 83Q: 3 clusters Score -9038581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -9038584.000000 Penalty: 5366.709473
	Iteration 84Q: 3 clusters Score -9038584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9038577.000000 Penalty: 5366.709473
	Iteration 85Q: 3 clusters Score -9038577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -9038574.000000 Penalty: 5366.709473
	Iteration 86Q: 3 clusters Score -9038574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -9038578.000000 Penalty: 5366.709473
	Iteration 87Q: 3 clusters Score -9038578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -9038578.000000 Penalty: 5366.709473
	Iteration 88Q: 3 clusters Score -9038578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -9038577.000000 Penalty: 5366.709473
	Iteration 89Q: 3 clusters Score -9038577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -9038574.000000 Penalty: 5366.709473
	Iteration 90Q: 3 clusters Score -9038574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -9038572.000000 Penalty: 5366.709473
	Iteration 91Q: 3 clusters Score -9038572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -9038578.000000 Penalty: 5366.709473
	Iteration 92Q: 3 clusters Score -9038578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -9038576.000000 Penalty: 5366.709473
	Iteration 93Q: 3 clusters Score -9038576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -9038585.000000 Penalty: 5366.709473
	Iteration 94Q: 3 clusters Score -9038585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -9038590.000000 Penalty: 5366.709473
	Iteration 95Q: 3 clusters Score -9038590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -9038591.000000 Penalty: 5366.709473
	Iteration 96Q: 3 clusters Score -9038591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9038595.000000 Penalty: 5366.709473
	Iteration 97Q: 3 clusters Score -9038595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9038602.000000 Penalty: 5366.709473
	Iteration 98Q: 3 clusters Score -9038602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -9038600.000000 Penalty: 5366.709473
	Iteration 99Q: 3 clusters Score -9038600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -9038595.000000 Penalty: 5366.709473
	Iteration 100F: 3 clusters Score -9038595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -9038602.000000 Penalty: 5366.709473
	Iteration 101Q: 3 clusters Score -9038602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -9038606.000000 Penalty: 5366.709473
	Iteration 102Q: 3 clusters Score -9038606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -9038609.000000 Penalty: 5366.709473
	Iteration 103Q: 3 clusters Score -9038609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -9038609.000000 Penalty: 5366.709473
	Iteration 104F: 3 clusters Score -9038609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Entering Unmasked Estep 
Score: -7838148.000000 Penalty: 2648.048584
	Iteration 0F: 2 clusters Score -7838148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -7809797.000000 Penalty: 5296.097168
	Iteration 0F: 3 clusters Score -7809797 nChanged 19815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -7820437.500000 Penalty: 5296.097168
	Iteration 1F: 3 clusters Score -7820438 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -7820985.500000 Penalty: 5296.097168
	Iteration 2Q: 3 clusters Score -7820986 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -7821611.500000 Penalty: 5296.097168
	Iteration 3Q: 3 clusters Score -7821612 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -7822357.500000 Penalty: 5296.097168
	Iteration 4Q: 3 clusters Score -7822358 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -7823486.000000 Penalty: 5296.097168
	Iteration 5Q: 3 clusters Score -7823486 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -7825086.500000 Penalty: 5296.097168
	Iteration 6F: 3 clusters Score -7825086 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -7827124.500000 Penalty: 5296.097168
	Iteration 7F: 3 clusters Score -7827124 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -7829377.000000 Penalty: 5296.097168
	Iteration 8F: 3 clusters Score -7829377 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -7831582.000000 Penalty: 5296.097168
	Iteration 9F: 3 clusters Score -7831582 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -7832972.500000 Penalty: 5296.097168
	Iteration 10Q: 3 clusters Score -7832972 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -7833601.500000 Penalty: 5296.097168
	Iteration 11Q: 3 clusters Score -7833602 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7833858.500000 Penalty: 5296.097168
	Iteration 12Q: 3 clusters Score -7833858 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -7834099.500000 Penalty: 5296.097168
	Iteration 13Q: 3 clusters Score -7834100 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -7834285.000000 Penalty: 5296.097168
	Iteration 14Q: 3 clusters Score -7834285 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -7834501.000000 Penalty: 5296.097168
	Iteration 15Q: 3 clusters Score -7834501 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -7834656.500000 Penalty: 5296.097168
	Iteration 16Q: 3 clusters Score -7834656 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -7834826.000000 Penalty: 5296.097168
	Iteration 17Q: 3 clusters Score -7834826 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -7834970.500000 Penalty: 5296.097168
	Iteration 18Q: 3 clusters Score -7834970 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7835109.000000 Penalty: 5296.097168
	Iteration 19Q: 3 clusters Score -7835109 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -7835237.000000 Penalty: 5296.097168
	Iteration 20F: 3 clusters Score -7835237 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7835311.000000 Penalty: 5296.097168
	Iteration 21Q: 3 clusters Score -7835311 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -7835423.500000 Penalty: 5296.097168
	Iteration 22Q: 3 clusters Score -7835424 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7835555.000000 Penalty: 5296.097168
	Iteration 23Q: 3 clusters Score -7835555 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7835659.500000 Penalty: 5296.097168
	Iteration 24Q: 3 clusters Score -7835660 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -7835785.000000 Penalty: 5296.097168
	Iteration 25Q: 3 clusters Score -7835785 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -7835881.000000 Penalty: 5296.097168
	Iteration 26Q: 3 clusters Score -7835881 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -7835962.500000 Penalty: 5296.097168
	Iteration 27Q: 3 clusters Score -7835962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -7836032.000000 Penalty: 5296.097168
	Iteration 28Q: 3 clusters Score -7836032 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -7836048.500000 Penalty: 5296.097168
	Iteration 29Q: 3 clusters Score -7836048 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -7836091.000000 Penalty: 5296.097168
	Iteration 30Q: 3 clusters Score -7836091 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7836146.000000 Penalty: 5296.097168
	Iteration 31Q: 3 clusters Score -7836146 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -7836191.500000 Penalty: 5296.097168
	Iteration 32Q: 3 clusters Score -7836192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -7836223.500000 Penalty: 5296.097168
	Iteration 33Q: 3 clusters Score -7836224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -7836235.000000 Penalty: 5296.097168
	Iteration 34Q: 3 clusters Score -7836235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7836251.000000 Penalty: 5296.097168
	Iteration 35Q: 3 clusters Score -7836251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7836266.500000 Penalty: 5296.097168
	Iteration 36Q: 3 clusters Score -7836266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -7836275.000000 Penalty: 5296.097168
	Iteration 37Q: 3 clusters Score -7836275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -7836281.500000 Penalty: 5296.097168
	Iteration 38Q: 3 clusters Score -7836282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -7836277.500000 Penalty: 5296.097168
	Iteration 39Q: 3 clusters Score -7836278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -7836288.500000 Penalty: 5296.097168
	Iteration 40F: 3 clusters Score -7836288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -7836299.500000 Penalty: 5296.097168
	Iteration 41Q: 3 clusters Score -7836300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -7836298.000000 Penalty: 5296.097168
	Iteration 42Q: 3 clusters Score -7836298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -7836297.000000 Penalty: 5296.097168
	Iteration 43Q: 3 clusters Score -7836297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -7836313.000000 Penalty: 5296.097168
	Iteration 44Q: 3 clusters Score -7836313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -7836313.000000 Penalty: 5296.097168
	Iteration 45Q: 3 clusters Score -7836313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -7836318.000000 Penalty: 5296.097168
	Iteration 46Q: 3 clusters Score -7836318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7836322.000000 Penalty: 5296.097168
	Iteration 47Q: 3 clusters Score -7836322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -7836313.500000 Penalty: 5296.097168
	Iteration 48Q: 3 clusters Score -7836314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7836323.000000 Penalty: 5296.097168
	Iteration 49Q: 3 clusters Score -7836323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -7836322.500000 Penalty: 5296.097168
	Iteration 50Q: 3 clusters Score -7836322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -7836325.500000 Penalty: 5296.097168
	Iteration 51Q: 3 clusters Score -7836326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -7836326.500000 Penalty: 5296.097168
	Iteration 52Q: 3 clusters Score -7836326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -7836330.500000 Penalty: 5296.097168
	Iteration 53Q: 3 clusters Score -7836330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -7836327.000000 Penalty: 5296.097168
	Iteration 54Q: 3 clusters Score -7836327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -7836330.000000 Penalty: 5296.097168
	Iteration 55Q: 3 clusters Score -7836330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -7836334.500000 Penalty: 5296.097168
	Iteration 56Q: 3 clusters Score -7836334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -7836336.500000 Penalty: 5296.097168
	Iteration 57Q: 3 clusters Score -7836336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -7836335.500000 Penalty: 5296.097168
	Iteration 58Q: 3 clusters Score -7836336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -7836335.500000 Penalty: 5296.097168
	Iteration 59F: 3 clusters Score -7836336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -262014.218750 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -262014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -259721.062500 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -259721.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -260483.609375 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -260483.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -260869.375000 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -260869.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -261161.359375 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -261161.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261362.906250 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -261362.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261541.593750 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -261541.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -261702.015625 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -261702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -261832.640625 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -261832.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -261917.187500 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -261917.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -261956.093750 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -261956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -261965.187500 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -261965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -261972.687500 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -261972.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -261978.187500 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -261978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261982.093750 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -261982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -261983.031250 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -261983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -261986.953125 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -261987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -261991.890625 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -261991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -261996.078125 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -261996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -262002.671875 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -262002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -262005.546875 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -262005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262012.906250 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -262012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262018.312500 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -262018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -262018.937500 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -262018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -262018.937500 Penalty: 3673.427246
	Iteration 23F: 3 clusters Score -262018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 27519 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41246 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56246 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50388 members 
Mstep: Class 20 contains 50010 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45685 members 
Mstep: Class 32 contains 44365 members 
Mstep: Class 33 contains 52193 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49829 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 1111 members 
Entering Unmasked Estep 
Score: -196411120.000000 Penalty: 131281.953125
Splitting cluster 22 changes total score from -196412576.000000 to -196411120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (44360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Entering Unmasked Estep 
Score: -8012604.000000 Penalty: 2653.623047
	Iteration 0F: 2 clusters Score -8012604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -7983654.500000 Penalty: 5307.246094
	Iteration 0F: 3 clusters Score -7983654 nChanged 20335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -7994706.000000 Penalty: 5307.246094
	Iteration 1F: 3 clusters Score -7994706 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -7995138.000000 Penalty: 5307.246094
	Iteration 2Q: 3 clusters Score -7995138 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -7995558.500000 Penalty: 5307.246094
	Iteration 3Q: 3 clusters Score -7995558 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -7996013.000000 Penalty: 5307.246094
	Iteration 4Q: 3 clusters Score -7996013 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -7996485.500000 Penalty: 5307.246094
	Iteration 5Q: 3 clusters Score -7996486 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7997164.000000 Penalty: 5307.246094
	Iteration 6Q: 3 clusters Score -7997164 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -7998163.500000 Penalty: 5307.246094
	Iteration 7Q: 3 clusters Score -7998164 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7999661.000000 Penalty: 5307.246094
	Iteration 8F: 3 clusters Score -7999661 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8001777.000000 Penalty: 5307.246094
	Iteration 9F: 3 clusters Score -8001777 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -8004177.000000 Penalty: 5307.246094
	Iteration 10F: 3 clusters Score -8004177 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -8006450.000000 Penalty: 5307.246094
	Iteration 11F: 3 clusters Score -8006450 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8008037.500000 Penalty: 5307.246094
	Iteration 12Q: 3 clusters Score -8008038 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -8009059.500000 Penalty: 5307.246094
	Iteration 13Q: 3 clusters Score -8009060 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -8009608.500000 Penalty: 5307.246094
	Iteration 14Q: 3 clusters Score -8009608 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -8009866.000000 Penalty: 5307.246094
	Iteration 15Q: 3 clusters Score -8009866 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8010013.500000 Penalty: 5307.246094
	Iteration 16Q: 3 clusters Score -8010014 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -8010074.000000 Penalty: 5307.246094
	Iteration 17Q: 3 clusters Score -8010074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8010134.500000 Penalty: 5307.246094
	Iteration 18Q: 3 clusters Score -8010134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8010186.500000 Penalty: 5307.246094
	Iteration 19Q: 3 clusters Score -8010186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8010213.500000 Penalty: 5307.246094
	Iteration 20F: 3 clusters Score -8010214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8010248.500000 Penalty: 5307.246094
	Iteration 21Q: 3 clusters Score -8010248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8010263.500000 Penalty: 5307.246094
	Iteration 22Q: 3 clusters Score -8010264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8010282.500000 Penalty: 5307.246094
	Iteration 23Q: 3 clusters Score -8010282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8010278.000000 Penalty: 5307.246094
	Iteration 24Q: 3 clusters Score -8010278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8010287.000000 Penalty: 5307.246094
	Iteration 25Q: 3 clusters Score -8010287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8010298.500000 Penalty: 5307.246094
	Iteration 26Q: 3 clusters Score -8010298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8010304.000000 Penalty: 5307.246094
	Iteration 27Q: 3 clusters Score -8010304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -8010330.000000 Penalty: 5307.246094
	Iteration 28Q: 3 clusters Score -8010330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8010338.000000 Penalty: 5307.246094
	Iteration 29Q: 3 clusters Score -8010338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8010347.000000 Penalty: 5307.246094
	Iteration 30Q: 3 clusters Score -8010347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -8010358.000000 Penalty: 5307.246094
	Iteration 31Q: 3 clusters Score -8010358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -8010366.000000 Penalty: 5307.246094
	Iteration 32Q: 3 clusters Score -8010366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8010370.000000 Penalty: 5307.246094
	Iteration 33Q: 3 clusters Score -8010370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8010370.000000 Penalty: 5307.246094
	Iteration 34F: 3 clusters Score -8010370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Entering Unmasked Estep 
Score: -1918057.625000 Penalty: 2304.396240
	Iteration 0F: 2 clusters Score -1918058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1909753.500000 Penalty: 4608.792480
	Iteration 0F: 3 clusters Score -1909754 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1912163.000000 Penalty: 4608.792480
	Iteration 1F: 3 clusters Score -1912163 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1912478.250000 Penalty: 4608.792480
	Iteration 2F: 3 clusters Score -1912478 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1912691.125000 Penalty: 4608.792480
	Iteration 3F: 3 clusters Score -1912691 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1912840.625000 Penalty: 4608.792480
	Iteration 4Q: 3 clusters Score -1912841 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1912964.250000 Penalty: 4608.792480
	Iteration 5Q: 3 clusters Score -1912964 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1913047.500000 Penalty: 4608.792480
	Iteration 6Q: 3 clusters Score -1913048 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1913130.125000 Penalty: 4608.792480
	Iteration 7Q: 3 clusters Score -1913130 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1913198.250000 Penalty: 4608.792480
	Iteration 8Q: 3 clusters Score -1913198 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1913252.125000 Penalty: 4608.792480
	Iteration 9Q: 3 clusters Score -1913252 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1913299.000000 Penalty: 4608.792480
	Iteration 10Q: 3 clusters Score -1913299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1913367.125000 Penalty: 4608.792480
	Iteration 11Q: 3 clusters Score -1913367 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1913456.875000 Penalty: 4608.792480
	Iteration 12Q: 3 clusters Score -1913457 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1913543.500000 Penalty: 4608.792480
	Iteration 13Q: 3 clusters Score -1913544 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1913632.875000 Penalty: 4608.792480
	Iteration 14Q: 3 clusters Score -1913633 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1913721.625000 Penalty: 4608.792480
	Iteration 15Q: 3 clusters Score -1913722 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1913822.750000 Penalty: 4608.792480
	Iteration 16Q: 3 clusters Score -1913823 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1913941.500000 Penalty: 4608.792480
	Iteration 17Q: 3 clusters Score -1913942 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1914058.875000 Penalty: 4608.792480
	Iteration 18Q: 3 clusters Score -1914059 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1914212.500000 Penalty: 4608.792480
	Iteration 19Q: 3 clusters Score -1914212 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1914386.125000 Penalty: 4608.792480
	Iteration 20F: 3 clusters Score -1914386 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1914584.000000 Penalty: 4608.792480
	Iteration 21Q: 3 clusters Score -1914584 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1914743.625000 Penalty: 4608.792480
	Iteration 22Q: 3 clusters Score -1914744 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1914905.125000 Penalty: 4608.792480
	Iteration 23Q: 3 clusters Score -1914905 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1915083.125000 Penalty: 4608.792480
	Iteration 24Q: 3 clusters Score -1915083 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1915298.625000 Penalty: 4608.792480
	Iteration 25Q: 3 clusters Score -1915299 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1915511.000000 Penalty: 4608.792480
	Iteration 26Q: 3 clusters Score -1915511 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1915663.875000 Penalty: 4608.792480
	Iteration 27Q: 3 clusters Score -1915664 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1915779.250000 Penalty: 4608.792480
	Iteration 28Q: 3 clusters Score -1915779 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1915872.000000 Penalty: 4608.792480
	Iteration 29Q: 3 clusters Score -1915872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1915930.500000 Penalty: 4608.792480
	Iteration 30Q: 3 clusters Score -1915930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1915973.125000 Penalty: 4608.792480
	Iteration 31Q: 3 clusters Score -1915973 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1916007.750000 Penalty: 4608.792480
	Iteration 32Q: 3 clusters Score -1916008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1916024.000000 Penalty: 4608.792480
	Iteration 33Q: 3 clusters Score -1916024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1916040.375000 Penalty: 4608.792480
	Iteration 34Q: 3 clusters Score -1916040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1916055.250000 Penalty: 4608.792480
	Iteration 35Q: 3 clusters Score -1916055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1916071.625000 Penalty: 4608.792480
	Iteration 36Q: 3 clusters Score -1916072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1916081.000000 Penalty: 4608.792480
	Iteration 37Q: 3 clusters Score -1916081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1916082.000000 Penalty: 4608.792480
	Iteration 38Q: 3 clusters Score -1916082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1916087.500000 Penalty: 4608.792480
	Iteration 39Q: 3 clusters Score -1916088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1916091.625000 Penalty: 4608.792480
	Iteration 40F: 3 clusters Score -1916092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1916095.750000 Penalty: 4608.792480
	Iteration 41Q: 3 clusters Score -1916096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1916096.750000 Penalty: 4608.792480
	Iteration 42Q: 3 clusters Score -1916097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1916102.625000 Penalty: 4608.792480
	Iteration 43Q: 3 clusters Score -1916103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1916100.125000 Penalty: 4608.792480
	Iteration 44Q: 3 clusters Score -1916100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1916105.750000 Penalty: 4608.792480
	Iteration 45Q: 3 clusters Score -1916106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1916104.000000 Penalty: 4608.792480
	Iteration 46Q: 3 clusters Score -1916104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1916106.875000 Penalty: 4608.792480
	Iteration 47Q: 3 clusters Score -1916107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1916108.000000 Penalty: 4608.792480
	Iteration 48Q: 3 clusters Score -1916108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1916110.000000 Penalty: 4608.792480
	Iteration 49Q: 3 clusters Score -1916110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1916112.375000 Penalty: 4608.792480
	Iteration 50Q: 3 clusters Score -1916112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1916115.000000 Penalty: 4608.792480
	Iteration 51Q: 3 clusters Score -1916115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1916113.750000 Penalty: 4608.792480
	Iteration 52Q: 3 clusters Score -1916114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1916115.375000 Penalty: 4608.792480
	Iteration 53Q: 3 clusters Score -1916115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1916114.000000 Penalty: 4608.792480
	Iteration 54Q: 3 clusters Score -1916114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1916115.250000 Penalty: 4608.792480
	Iteration 55Q: 3 clusters Score -1916115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1916115.750000 Penalty: 4608.792480
	Iteration 56Q: 3 clusters Score -1916116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1916115.750000 Penalty: 4608.792480
	Iteration 57Q: 3 clusters Score -1916116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1916116.125000 Penalty: 4608.792480
	Iteration 58Q: 3 clusters Score -1916116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1916116.125000 Penalty: 4608.792480
	Iteration 59F: 3 clusters Score -1916116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -406602.843750 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -406602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -403721.500000 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -403721.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -404382.906250 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -404382.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -404561.937500 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -404561.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -404673.500000 Penalty: 3869.287109
	Iteration 3Q: 3 clusters Score -404673.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -404756.906250 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -404756.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -404850.343750 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -404850.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -404943.656250 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -404943.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -405013.968750 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -405014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -405106.156250 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -405106.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -405196.781250 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -405196.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -405268.312500 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -405268.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -405338.562500 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -405338.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -405416.468750 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -405416.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -405508.906250 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -405508.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -405580.593750 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -405580.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -405638.156250 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -405638.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -405698.343750 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -405698.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -405752.718750 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -405752.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -405783.625000 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -405783.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -405802.406250 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -405802.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405817.000000 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -405817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -405827.750000 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -405827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -405838.500000 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -405838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -405848.500000 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -405848.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -405857.968750 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -405858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -405861.812500 Penalty: 3869.287109
	Iteration 25Q: 3 clusters Score -405861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -405864.500000 Penalty: 3869.287109
	Iteration 26Q: 3 clusters Score -405864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -405867.875000 Penalty: 3869.287109
	Iteration 27Q: 3 clusters Score -405867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -405871.156250 Penalty: 3869.287109
	Iteration 28Q: 3 clusters Score -405871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -405875.281250 Penalty: 3869.287109
	Iteration 29Q: 3 clusters Score -405875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -405877.687500 Penalty: 3869.287109
	Iteration 30Q: 3 clusters Score -405877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -405879.656250 Penalty: 3869.287109
	Iteration 31Q: 3 clusters Score -405879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -405881.125000 Penalty: 3869.287109
	Iteration 32Q: 3 clusters Score -405881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -405881.125000 Penalty: 3869.287109
	Iteration 33F: 3 clusters Score -405881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Entering Unmasked Estep 
Score: -2430432.750000 Penalty: 2373.733398
	Iteration 0F: 2 clusters Score -2430433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2419937.500000 Penalty: 4747.466797
	Iteration 0F: 3 clusters Score -2419938 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2423265.500000 Penalty: 4747.466797
	Iteration 1F: 3 clusters Score -2423266 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2423669.500000 Penalty: 4747.466797
	Iteration 2F: 3 clusters Score -2423670 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2424064.000000 Penalty: 4747.466797
	Iteration 3F: 3 clusters Score -2424064 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2424479.500000 Penalty: 4747.466797
	Iteration 4F: 3 clusters Score -2424480 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2424879.750000 Penalty: 4747.466797
	Iteration 5F: 3 clusters Score -2424880 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2425274.500000 Penalty: 4747.466797
	Iteration 6Q: 3 clusters Score -2425274 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2425631.000000 Penalty: 4747.466797
	Iteration 7Q: 3 clusters Score -2425631 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2425961.750000 Penalty: 4747.466797
	Iteration 8Q: 3 clusters Score -2425962 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2426254.250000 Penalty: 4747.466797
	Iteration 9Q: 3 clusters Score -2426254 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2426543.500000 Penalty: 4747.466797
	Iteration 10Q: 3 clusters Score -2426544 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2426813.250000 Penalty: 4747.466797
	Iteration 11Q: 3 clusters Score -2426813 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2427060.500000 Penalty: 4747.466797
	Iteration 12Q: 3 clusters Score -2427060 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2427277.500000 Penalty: 4747.466797
	Iteration 13Q: 3 clusters Score -2427278 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2427428.500000 Penalty: 4747.466797
	Iteration 14Q: 3 clusters Score -2427428 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2427557.000000 Penalty: 4747.466797
	Iteration 15Q: 3 clusters Score -2427557 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2427665.000000 Penalty: 4747.466797
	Iteration 16Q: 3 clusters Score -2427665 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2427755.500000 Penalty: 4747.466797
	Iteration 17Q: 3 clusters Score -2427756 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2427837.000000 Penalty: 4747.466797
	Iteration 18Q: 3 clusters Score -2427837 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2427916.000000 Penalty: 4747.466797
	Iteration 19Q: 3 clusters Score -2427916 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2427992.250000 Penalty: 4747.466797
	Iteration 20F: 3 clusters Score -2427992 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2428048.500000 Penalty: 4747.466797
	Iteration 21Q: 3 clusters Score -2428048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2428103.000000 Penalty: 4747.466797
	Iteration 22Q: 3 clusters Score -2428103 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2428169.500000 Penalty: 4747.466797
	Iteration 23Q: 3 clusters Score -2428170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2428227.750000 Penalty: 4747.466797
	Iteration 24Q: 3 clusters Score -2428228 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2428276.500000 Penalty: 4747.466797
	Iteration 25Q: 3 clusters Score -2428276 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2428327.750000 Penalty: 4747.466797
	Iteration 26Q: 3 clusters Score -2428328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2428376.000000 Penalty: 4747.466797
	Iteration 27Q: 3 clusters Score -2428376 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2428414.500000 Penalty: 4747.466797
	Iteration 28Q: 3 clusters Score -2428414 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2428468.000000 Penalty: 4747.466797
	Iteration 29Q: 3 clusters Score -2428468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2428514.750000 Penalty: 4747.466797
	Iteration 30Q: 3 clusters Score -2428515 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2428565.000000 Penalty: 4747.466797
	Iteration 31Q: 3 clusters Score -2428565 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2428604.000000 Penalty: 4747.466797
	Iteration 32Q: 3 clusters Score -2428604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2428633.750000 Penalty: 4747.466797
	Iteration 33Q: 3 clusters Score -2428634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2428683.250000 Penalty: 4747.466797
	Iteration 34Q: 3 clusters Score -2428683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2428746.250000 Penalty: 4747.466797
	Iteration 35Q: 3 clusters Score -2428746 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2428807.500000 Penalty: 4747.466797
	Iteration 36Q: 3 clusters Score -2428808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2428915.000000 Penalty: 4747.466797
	Iteration 37Q: 3 clusters Score -2428915 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2429020.250000 Penalty: 4747.466797
	Iteration 38Q: 3 clusters Score -2429020 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2429092.500000 Penalty: 4747.466797
	Iteration 39Q: 3 clusters Score -2429092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2429156.500000 Penalty: 4747.466797
	Iteration 40F: 3 clusters Score -2429156 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2429213.250000 Penalty: 4747.466797
	Iteration 41Q: 3 clusters Score -2429213 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2429271.750000 Penalty: 4747.466797
	Iteration 42Q: 3 clusters Score -2429272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2429304.000000 Penalty: 4747.466797
	Iteration 43Q: 3 clusters Score -2429304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2429331.250000 Penalty: 4747.466797
	Iteration 44Q: 3 clusters Score -2429331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2429357.750000 Penalty: 4747.466797
	Iteration 45Q: 3 clusters Score -2429358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2429388.250000 Penalty: 4747.466797
	Iteration 46Q: 3 clusters Score -2429388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2429402.250000 Penalty: 4747.466797
	Iteration 47Q: 3 clusters Score -2429402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2429415.750000 Penalty: 4747.466797
	Iteration 48Q: 3 clusters Score -2429416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2429422.750000 Penalty: 4747.466797
	Iteration 49Q: 3 clusters Score -2429423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2429436.750000 Penalty: 4747.466797
	Iteration 50Q: 3 clusters Score -2429437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2429441.500000 Penalty: 4747.466797
	Iteration 51Q: 3 clusters Score -2429442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2429447.750000 Penalty: 4747.466797
	Iteration 52Q: 3 clusters Score -2429448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2429445.500000 Penalty: 4747.466797
	Iteration 53Q: 3 clusters Score -2429446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2429451.750000 Penalty: 4747.466797
	Iteration 54Q: 3 clusters Score -2429452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2429451.000000 Penalty: 4747.466797
	Iteration 55Q: 3 clusters Score -2429451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2429453.250000 Penalty: 4747.466797
	Iteration 56Q: 3 clusters Score -2429453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2429456.750000 Penalty: 4747.466797
	Iteration 57Q: 3 clusters Score -2429457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2429457.000000 Penalty: 4747.466797
	Iteration 58Q: 3 clusters Score -2429457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2429457.000000 Penalty: 4747.466797
	Iteration 59Q: 3 clusters Score -2429457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2429458.500000 Penalty: 4747.466797
	Iteration 60F: 3 clusters Score -2429458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2429459.500000 Penalty: 4747.466797
	Iteration 61Q: 3 clusters Score -2429460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2429460.500000 Penalty: 4747.466797
	Iteration 62Q: 3 clusters Score -2429460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2429460.750000 Penalty: 4747.466797
	Iteration 63Q: 3 clusters Score -2429461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2429461.250000 Penalty: 4747.466797
	Iteration 64Q: 3 clusters Score -2429461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2429460.750000 Penalty: 4747.466797
	Iteration 65Q: 3 clusters Score -2429461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2429462.000000 Penalty: 4747.466797
	Iteration 66Q: 3 clusters Score -2429462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2429460.000000 Penalty: 4747.466797
	Iteration 67Q: 3 clusters Score -2429460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2429457.750000 Penalty: 4747.466797
	Iteration 68Q: 3 clusters Score -2429458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2429459.000000 Penalty: 4747.466797
	Iteration 69Q: 3 clusters Score -2429459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2429461.250000 Penalty: 4747.466797
	Iteration 70Q: 3 clusters Score -2429461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2429461.750000 Penalty: 4747.466797
	Iteration 71Q: 3 clusters Score -2429462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2429461.750000 Penalty: 4747.466797
	Iteration 72F: 3 clusters Score -2429462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117232.265625 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117232.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117927.164062 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117927.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118368.015625 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118633.945312 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118633.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118761.859375 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -118761.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118874.484375 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -118874.5 nChanged 23
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: -118968.843750 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118968.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119024.640625 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -119024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119049.218750 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -119049.2 nChanged 7
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: -119078.085938 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -119078.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119133.968750 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -119134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119168.101562 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119168.1 nChanged 8
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: -119194.257812 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119194.3 nChanged 3
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: -119208.109375 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119215.593750 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119215.6 nChanged 1
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: -119216.171875 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119216.929688 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119220.750000 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119220.750000 Penalty: 3419.756348
	Iteration 18F: 3 clusters Score -119220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 27519 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41246 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56246 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50388 members 
Mstep: Class 20 contains 50010 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45685 members 
Mstep: Class 32 contains 44365 members 
Mstep: Class 33 contains 52193 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49829 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 505 members 
Entering Unmasked Estep 
Score: -196411136.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196412576.000000 to -196411136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Entering Unmasked Estep 
Score: -8568094.000000 Penalty: 2673.687012
	Iteration 0F: 2 clusters Score -8568094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -8537771.000000 Penalty: 5347.374023
	Iteration 0F: 3 clusters Score -8537771 nChanged 22186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -8549918.000000 Penalty: 5347.374023
	Iteration 1F: 3 clusters Score -8549918 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -8550583.000000 Penalty: 5347.374023
	Iteration 2Q: 3 clusters Score -8550583 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8551233.000000 Penalty: 5347.374023
	Iteration 3Q: 3 clusters Score -8551233 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -8551813.000000 Penalty: 5347.374023
	Iteration 4Q: 3 clusters Score -8551813 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -8552400.000000 Penalty: 5347.374023
	Iteration 5Q: 3 clusters Score -8552400 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8552957.000000 Penalty: 5347.374023
	Iteration 6Q: 3 clusters Score -8552957 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -8553640.000000 Penalty: 5347.374023
	Iteration 7Q: 3 clusters Score -8553640 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -8554223.000000 Penalty: 5347.374023
	Iteration 8Q: 3 clusters Score -8554223 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -8554848.000000 Penalty: 5347.374023
	Iteration 9Q: 3 clusters Score -8554848 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -8555619.000000 Penalty: 5347.374023
	Iteration 10Q: 3 clusters Score -8555619 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -8556528.000000 Penalty: 5347.374023
	Iteration 11Q: 3 clusters Score -8556528 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -8557575.000000 Penalty: 5347.374023
	Iteration 12Q: 3 clusters Score -8557575 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -8558708.000000 Penalty: 5347.374023
	Iteration 13Q: 3 clusters Score -8558708 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -8559521.000000 Penalty: 5347.374023
	Iteration 14Q: 3 clusters Score -8559521 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -8559921.000000 Penalty: 5347.374023
	Iteration 15Q: 3 clusters Score -8559921 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8560100.000000 Penalty: 5347.374023
	Iteration 16Q: 3 clusters Score -8560100 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -8560203.000000 Penalty: 5347.374023
	Iteration 17Q: 3 clusters Score -8560203 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -8560285.000000 Penalty: 5347.374023
	Iteration 18Q: 3 clusters Score -8560285 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8560352.000000 Penalty: 5347.374023
	Iteration 19Q: 3 clusters Score -8560352 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -8560387.000000 Penalty: 5347.374023
	Iteration 20F: 3 clusters Score -8560387 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -8560462.000000 Penalty: 5347.374023
	Iteration 21Q: 3 clusters Score -8560462 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8560547.000000 Penalty: 5347.374023
	Iteration 22Q: 3 clusters Score -8560547 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -8560647.000000 Penalty: 5347.374023
	Iteration 23Q: 3 clusters Score -8560647 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -8560725.000000 Penalty: 5347.374023
	Iteration 24Q: 3 clusters Score -8560725 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -8560813.000000 Penalty: 5347.374023
	Iteration 25Q: 3 clusters Score -8560813 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -8560896.000000 Penalty: 5347.374023
	Iteration 26Q: 3 clusters Score -8560896 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -8560999.000000 Penalty: 5347.374023
	Iteration 27Q: 3 clusters Score -8560999 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -8561082.000000 Penalty: 5347.374023
	Iteration 28Q: 3 clusters Score -8561082 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -8561215.000000 Penalty: 5347.374023
	Iteration 29Q: 3 clusters Score -8561215 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -8561375.000000 Penalty: 5347.374023
	Iteration 30Q: 3 clusters Score -8561375 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -8561547.000000 Penalty: 5347.374023
	Iteration 31Q: 3 clusters Score -8561547 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -8561774.000000 Penalty: 5347.374023
	Iteration 32Q: 3 clusters Score -8561774 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -8561957.000000 Penalty: 5347.374023
	Iteration 33Q: 3 clusters Score -8561957 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -8562248.000000 Penalty: 5347.374023
	Iteration 34Q: 3 clusters Score -8562248 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -8562617.000000 Penalty: 5347.374023
	Iteration 35Q: 3 clusters Score -8562617 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -8562942.000000 Penalty: 5347.374023
	Iteration 36Q: 3 clusters Score -8562942 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -8563313.000000 Penalty: 5347.374023
	Iteration 37Q: 3 clusters Score -8563313 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -8563670.000000 Penalty: 5347.374023
	Iteration 38Q: 3 clusters Score -8563670 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -8564084.000000 Penalty: 5347.374023
	Iteration 39Q: 3 clusters Score -8564084 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -8564496.000000 Penalty: 5347.374023
	Iteration 40F: 3 clusters Score -8564496 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -8564906.000000 Penalty: 5347.374023
	Iteration 41Q: 3 clusters Score -8564906 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -8565334.000000 Penalty: 5347.374023
	Iteration 42Q: 3 clusters Score -8565334 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -8565699.000000 Penalty: 5347.374023
	Iteration 43Q: 3 clusters Score -8565699 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -8565974.000000 Penalty: 5347.374023
	Iteration 44Q: 3 clusters Score -8565974 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -8566244.000000 Penalty: 5347.374023
	Iteration 45Q: 3 clusters Score -8566244 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -8566382.000000 Penalty: 5347.374023
	Iteration 46Q: 3 clusters Score -8566382 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -8566592.000000 Penalty: 5347.374023
	Iteration 47Q: 3 clusters Score -8566592 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -8566662.000000 Penalty: 5347.374023
	Iteration 48Q: 3 clusters Score -8566662 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -8566744.000000 Penalty: 5347.374023
	Iteration 49Q: 3 clusters Score -8566744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -8566819.000000 Penalty: 5347.374023
	Iteration 50Q: 3 clusters Score -8566819 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -8566855.000000 Penalty: 5347.374023
	Iteration 51Q: 3 clusters Score -8566855 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8566866.000000 Penalty: 5347.374023
	Iteration 52Q: 3 clusters Score -8566866 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -8566887.000000 Penalty: 5347.374023
	Iteration 53Q: 3 clusters Score -8566887 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -8566898.000000 Penalty: 5347.374023
	Iteration 54Q: 3 clusters Score -8566898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -8566933.000000 Penalty: 5347.374023
	Iteration 55Q: 3 clusters Score -8566933 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8566943.000000 Penalty: 5347.374023
	Iteration 56Q: 3 clusters Score -8566943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -8566959.000000 Penalty: 5347.374023
	Iteration 57Q: 3 clusters Score -8566959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -8566985.000000 Penalty: 5347.374023
	Iteration 58Q: 3 clusters Score -8566985 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8566992.000000 Penalty: 5347.374023
	Iteration 59Q: 3 clusters Score -8566992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -8566987.000000 Penalty: 5347.374023
	Iteration 60F: 3 clusters Score -8566987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -8567002.000000 Penalty: 5347.374023
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8567004 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8567009 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8567014 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8567017 nChanged 50
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Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8567012 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8567026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8567039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8567036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8567043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8567025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8567022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8567030 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8567035 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8567020 nChanged 20
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Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -8567015.000000 Penalty: 5347.374023
	Iteration 76Q: 3 clusters Score -8567015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8567020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -8567028.000000 Penalty: 5347.374023
	Iteration 78Q: 3 clusters Score -8567028 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -8567023.000000 Penalty: 5347.374023
	Iteration 79Q: 3 clusters Score -8567023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -8567022.000000 Penalty: 5347.374023
	Iteration 80F: 3 clusters Score -8567022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8567020 nChanged 30
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Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8567035 nChanged 30
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Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8567021.000000 Penalty: 5347.374023
	Iteration 83Q: 3 clusters Score -8567021 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8567034.000000 Penalty: 5347.374023
	Iteration 84Q: 3 clusters Score -8567034 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8567034 nChanged 30
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Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8567021 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8567025 nChanged 35
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Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8567044.000000 Penalty: 5347.374023
	Iteration 88Q: 3 clusters Score -8567044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -8567031.000000 Penalty: 5347.374023
	Iteration 89Q: 3 clusters Score -8567031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -8567006.000000 Penalty: 5347.374023
	Iteration 90Q: 3 clusters Score -8567006 nChanged 16
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Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8567023.000000 Penalty: 5347.374023
	Iteration 91Q: 3 clusters Score -8567023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8567031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -8567027.000000 Penalty: 5347.374023
	Iteration 93Q: 3 clusters Score -8567027 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8567036 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8567048.000000 Penalty: 5347.374023
	Iteration 95Q: 3 clusters Score -8567048 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8567043 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8567063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8567055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8567056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8567077.000000 Penalty: 5347.374023
	Iteration 100F: 3 clusters Score -8567077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8567057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8567055 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8567058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8567050.000000 Penalty: 5347.374023
	Iteration 104Q: 3 clusters Score -8567050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8567039.000000 Penalty: 5347.374023
	Iteration 105Q: 3 clusters Score -8567039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -8567028.000000 Penalty: 5347.374023
	Iteration 106Q: 3 clusters Score -8567028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8567024.000000 Penalty: 5347.374023
	Iteration 107Q: 3 clusters Score -8567024 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8567016.000000 Penalty: 5347.374023
	Iteration 108Q: 3 clusters Score -8567016 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6024 members 
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Entering Unmasked Estep 
Score: -8567025.000000 Penalty: 5347.374023
	Iteration 109Q: 3 clusters Score -8567025 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -8567014.000000 Penalty: 5347.374023
	Iteration 110Q: 3 clusters Score -8567014 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5944 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8567037 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8567037 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8567056 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5819 members 
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Entering Unmasked Estep 
Score: -8567045.000000 Penalty: 5347.374023
	Iteration 114Q: 3 clusters Score -8567045 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5775 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8567055 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5738 members 
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Entering Unmasked Estep 
Score: -8567051.000000 Penalty: 5347.374023
	Iteration 116Q: 3 clusters Score -8567051 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5697 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8567064 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8567055 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5638 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8567050 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8567038.000000 Penalty: 5347.374023
	Iteration 120F: 3 clusters Score -8567038 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8567035 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5513 members 
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Entering Unmasked Estep 
Score: -8567032.000000 Penalty: 5347.374023
	Iteration 122Q: 3 clusters Score -8567032 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8567046 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8567036 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8567037 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -8567042.000000 Penalty: 5347.374023
	Iteration 126Q: 3 clusters Score -8567042 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5246 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8567055 nChanged 61
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8567042 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8567040.000000 Penalty: 5347.374023
	Iteration 129Q: 3 clusters Score -8567040 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5093 members 
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Entering Unmasked Estep 
Score: -8567041.000000 Penalty: 5347.374023
	Iteration 130Q: 3 clusters Score -8567041 nChanged 33
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Mstep: Class 1 contains 5060 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8567043 nChanged 33
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8567041 nChanged 38
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Mstep: Class 1 contains 4989 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8567052 nChanged 42
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8567053 nChanged 36
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	Iteration 135Q: 3 clusters Score -8567057 nChanged 46
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8567073 nChanged 48
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8567072 nChanged 37
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8567081 nChanged 30
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	Iteration 139Q: 3 clusters Score -8567068 nChanged 31
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	Iteration 140F: 3 clusters Score -8567064 nChanged 25
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	Iteration 141Q: 3 clusters Score -8567065 nChanged 22
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8567058 nChanged 16
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	Iteration 143Q: 3 clusters Score -8567067 nChanged 10
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	Iteration 144Q: 3 clusters Score -8567063 nChanged 11
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	Iteration 145Q: 3 clusters Score -8567057 nChanged 19
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	Iteration 146Q: 3 clusters Score -8567067 nChanged 18
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8567062 nChanged 15
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	Iteration 148Q: 3 clusters Score -8567056 nChanged 19
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	Iteration 149Q: 3 clusters Score -8567075 nChanged 18
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	Iteration 150Q: 3 clusters Score -8567081 nChanged 11
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8567078 nChanged 12
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	Iteration 152Q: 3 clusters Score -8567085 nChanged 8
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	Iteration 153Q: 3 clusters Score -8567085 nChanged 6
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	Iteration 154Q: 3 clusters Score -8567082 nChanged 5
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Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -8567077.000000 Penalty: 5347.374023
	Iteration 155Q: 3 clusters Score -8567077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8567088.000000 Penalty: 5347.374023
	Iteration 156Q: 3 clusters Score -8567088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8567092.000000 Penalty: 5347.374023
	Iteration 157Q: 3 clusters Score -8567092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8567091.000000 Penalty: 5347.374023
	Iteration 158Q: 3 clusters Score -8567091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8567093.000000 Penalty: 5347.374023
	Iteration 159Q: 3 clusters Score -8567093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8567089.000000 Penalty: 5347.374023
	Iteration 160F: 3 clusters Score -8567089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8567089.000000 Penalty: 5347.374023
	Iteration 161Q: 3 clusters Score -8567089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -8567095.000000 Penalty: 5347.374023
	Iteration 162Q: 3 clusters Score -8567095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8567093.000000 Penalty: 5347.374023
	Iteration 163Q: 3 clusters Score -8567093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8567088.000000 Penalty: 5347.374023
	Iteration 164Q: 3 clusters Score -8567088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -8567085.000000 Penalty: 5347.374023
	Iteration 165Q: 3 clusters Score -8567085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8567082.000000 Penalty: 5347.374023
	Iteration 166Q: 3 clusters Score -8567082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -8567088.000000 Penalty: 5347.374023
	Iteration 167Q: 3 clusters Score -8567088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8567089.000000 Penalty: 5347.374023
	Iteration 168Q: 3 clusters Score -8567089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -8567092.000000 Penalty: 5347.374023
	Iteration 169Q: 3 clusters Score -8567092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8567093.000000 Penalty: 5347.374023
	Iteration 170Q: 3 clusters Score -8567093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8567095.000000 Penalty: 5347.374023
	Iteration 171Q: 3 clusters Score -8567095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8567095.000000 Penalty: 5347.374023
	Iteration 172F: 3 clusters Score -8567095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Entering Unmasked Estep 
Score: -9067088.000000 Penalty: 2685.138428
	Iteration 0F: 2 clusters Score -9067088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -9036285.000000 Penalty: 5370.276855
	Iteration 0F: 3 clusters Score -9036285 nChanged 23245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -9049052.000000 Penalty: 5370.276855
	Iteration 1F: 3 clusters Score -9049052 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -9049698.000000 Penalty: 5370.276855
	Iteration 2Q: 3 clusters Score -9049698 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -9050342.000000 Penalty: 5370.276855
	Iteration 3Q: 3 clusters Score -9050342 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -9050994.000000 Penalty: 5370.276855
	Iteration 4Q: 3 clusters Score -9050994 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -9051900.000000 Penalty: 5370.276855
	Iteration 5Q: 3 clusters Score -9051900 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -9053061.000000 Penalty: 5370.276855
	Iteration 6Q: 3 clusters Score -9053061 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -9054789.000000 Penalty: 5370.276855
	Iteration 7F: 3 clusters Score -9054789 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -9057131.000000 Penalty: 5370.276855
	Iteration 8F: 3 clusters Score -9057131 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -9059810.000000 Penalty: 5370.276855
	Iteration 9F: 3 clusters Score -9059810 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -9061416.000000 Penalty: 5370.276855
	Iteration 10F: 3 clusters Score -9061416 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -9062072.000000 Penalty: 5370.276855
	Iteration 11Q: 3 clusters Score -9062072 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -9062361.000000 Penalty: 5370.276855
	Iteration 12Q: 3 clusters Score -9062361 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -9062537.000000 Penalty: 5370.276855
	Iteration 13Q: 3 clusters Score -9062537 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -9062663.000000 Penalty: 5370.276855
	Iteration 14Q: 3 clusters Score -9062663 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -9062761.000000 Penalty: 5370.276855
	Iteration 15Q: 3 clusters Score -9062761 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -9062934.000000 Penalty: 5370.276855
	Iteration 16Q: 3 clusters Score -9062934 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -9063142.000000 Penalty: 5370.276855
	Iteration 17Q: 3 clusters Score -9063142 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -9063304.000000 Penalty: 5370.276855
	Iteration 18Q: 3 clusters Score -9063304 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -9063443.000000 Penalty: 5370.276855
	Iteration 19Q: 3 clusters Score -9063443 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -9063645.000000 Penalty: 5370.276855
	Iteration 20F: 3 clusters Score -9063645 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -9063845.000000 Penalty: 5370.276855
	Iteration 21Q: 3 clusters Score -9063845 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -9063964.000000 Penalty: 5370.276855
	Iteration 22Q: 3 clusters Score -9063964 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -9064112.000000 Penalty: 5370.276855
	Iteration 23Q: 3 clusters Score -9064112 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -9064292.000000 Penalty: 5370.276855
	Iteration 24Q: 3 clusters Score -9064292 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -9064477.000000 Penalty: 5370.276855
	Iteration 25Q: 3 clusters Score -9064477 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -9064646.000000 Penalty: 5370.276855
	Iteration 26Q: 3 clusters Score -9064646 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -9064834.000000 Penalty: 5370.276855
	Iteration 27Q: 3 clusters Score -9064834 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -9064915.000000 Penalty: 5370.276855
	Iteration 28Q: 3 clusters Score -9064915 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -9065072.000000 Penalty: 5370.276855
	Iteration 29Q: 3 clusters Score -9065072 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -9065095.000000 Penalty: 5370.276855
	Iteration 30Q: 3 clusters Score -9065095 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -9065204.000000 Penalty: 5370.276855
	Iteration 31Q: 3 clusters Score -9065204 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -9065283.000000 Penalty: 5370.276855
	Iteration 32Q: 3 clusters Score -9065283 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -9065383.000000 Penalty: 5370.276855
	Iteration 33Q: 3 clusters Score -9065383 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -9065506.000000 Penalty: 5370.276855
	Iteration 34Q: 3 clusters Score -9065506 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9065583.000000 Penalty: 5370.276855
	Iteration 35Q: 3 clusters Score -9065583 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -9065656.000000 Penalty: 5370.276855
	Iteration 36Q: 3 clusters Score -9065656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9065700.000000 Penalty: 5370.276855
	Iteration 37Q: 3 clusters Score -9065700 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9065751.000000 Penalty: 5370.276855
	Iteration 38Q: 3 clusters Score -9065751 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -9065800.000000 Penalty: 5370.276855
	Iteration 39Q: 3 clusters Score -9065800 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9065846.000000 Penalty: 5370.276855
	Iteration 40F: 3 clusters Score -9065846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9065866.000000 Penalty: 5370.276855
	Iteration 41Q: 3 clusters Score -9065866 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -9065924.000000 Penalty: 5370.276855
	Iteration 42Q: 3 clusters Score -9065924 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9065913.000000 Penalty: 5370.276855
	Iteration 43Q: 3 clusters Score -9065913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9065911.000000 Penalty: 5370.276855
	Iteration 44Q: 3 clusters Score -9065911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9065889.000000 Penalty: 5370.276855
	Iteration 45Q: 3 clusters Score -9065889 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9065897.000000 Penalty: 5370.276855
	Iteration 46Q: 3 clusters Score -9065897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -9065891.000000 Penalty: 5370.276855
	Iteration 47Q: 3 clusters Score -9065891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9065879.000000 Penalty: 5370.276855
	Iteration 48Q: 3 clusters Score -9065879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9065889.000000 Penalty: 5370.276855
	Iteration 49Q: 3 clusters Score -9065889 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9065888.000000 Penalty: 5370.276855
	Iteration 50Q: 3 clusters Score -9065888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9065904.000000 Penalty: 5370.276855
	Iteration 51Q: 3 clusters Score -9065904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9065899.000000 Penalty: 5370.276855
	Iteration 52Q: 3 clusters Score -9065899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9065896.000000 Penalty: 5370.276855
	Iteration 53Q: 3 clusters Score -9065896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9065892.000000 Penalty: 5370.276855
	Iteration 54Q: 3 clusters Score -9065892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9065895.000000 Penalty: 5370.276855
	Iteration 55Q: 3 clusters Score -9065895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9065896.000000 Penalty: 5370.276855
	Iteration 56Q: 3 clusters Score -9065896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9065892.000000 Penalty: 5370.276855
	Iteration 57Q: 3 clusters Score -9065892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9065915.000000 Penalty: 5370.276855
	Iteration 58Q: 3 clusters Score -9065915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9065906.000000 Penalty: 5370.276855
	Iteration 59Q: 3 clusters Score -9065906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9065903.000000 Penalty: 5370.276855
	Iteration 60F: 3 clusters Score -9065903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9065913.000000 Penalty: 5370.276855
	Iteration 61Q: 3 clusters Score -9065913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9065895.000000 Penalty: 5370.276855
	Iteration 62Q: 3 clusters Score -9065895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9065889.000000 Penalty: 5370.276855
	Iteration 63Q: 3 clusters Score -9065889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9065890.000000 Penalty: 5370.276855
	Iteration 64Q: 3 clusters Score -9065890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9065883.000000 Penalty: 5370.276855
	Iteration 65Q: 3 clusters Score -9065883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9065874.000000 Penalty: 5370.276855
	Iteration 66Q: 3 clusters Score -9065874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9065872.000000 Penalty: 5370.276855
	Iteration 67Q: 3 clusters Score -9065872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9065876.000000 Penalty: 5370.276855
	Iteration 68Q: 3 clusters Score -9065876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9065875.000000 Penalty: 5370.276855
	Iteration 69Q: 3 clusters Score -9065875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9065871.000000 Penalty: 5370.276855
	Iteration 70Q: 3 clusters Score -9065871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9065869.000000 Penalty: 5370.276855
	Iteration 71Q: 3 clusters Score -9065869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9065873.000000 Penalty: 5370.276855
	Iteration 72Q: 3 clusters Score -9065873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9065873.000000 Penalty: 5370.276855
	Iteration 73Q: 3 clusters Score -9065873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9065871.000000 Penalty: 5370.276855
	Iteration 74Q: 3 clusters Score -9065871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9065860.000000 Penalty: 5370.276855
	Iteration 75Q: 3 clusters Score -9065860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9065870.000000 Penalty: 5370.276855
	Iteration 76Q: 3 clusters Score -9065870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9065875.000000 Penalty: 5370.276855
	Iteration 77Q: 3 clusters Score -9065875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9065870.000000 Penalty: 5370.276855
	Iteration 78Q: 3 clusters Score -9065870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9065871.000000 Penalty: 5370.276855
	Iteration 79Q: 3 clusters Score -9065871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9065874.000000 Penalty: 5370.276855
	Iteration 80F: 3 clusters Score -9065874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9065881.000000 Penalty: 5370.276855
	Iteration 81Q: 3 clusters Score -9065881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9065882.000000 Penalty: 5370.276855
	Iteration 82Q: 3 clusters Score -9065882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9065873.000000 Penalty: 5370.276855
	Iteration 83Q: 3 clusters Score -9065873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9065878.000000 Penalty: 5370.276855
	Iteration 84Q: 3 clusters Score -9065878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9065874.000000 Penalty: 5370.276855
	Iteration 85Q: 3 clusters Score -9065874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9065872.000000 Penalty: 5370.276855
	Iteration 86Q: 3 clusters Score -9065872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9065871.000000 Penalty: 5370.276855
	Iteration 87Q: 3 clusters Score -9065871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9065859.000000 Penalty: 5370.276855
	Iteration 88Q: 3 clusters Score -9065859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9065859.000000 Penalty: 5370.276855
	Iteration 89Q: 3 clusters Score -9065859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9065869.000000 Penalty: 5370.276855
	Iteration 90Q: 3 clusters Score -9065869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9065876.000000 Penalty: 5370.276855
	Iteration 91Q: 3 clusters Score -9065876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9065894.000000 Penalty: 5370.276855
	Iteration 92Q: 3 clusters Score -9065894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9065873.000000 Penalty: 5370.276855
	Iteration 93Q: 3 clusters Score -9065873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9065861.000000 Penalty: 5370.276855
	Iteration 94Q: 3 clusters Score -9065861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9065859.000000 Penalty: 5370.276855
	Iteration 95Q: 3 clusters Score -9065859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9065853.000000 Penalty: 5370.276855
	Iteration 96Q: 3 clusters Score -9065853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9065853.000000 Penalty: 5370.276855
	Iteration 97Q: 3 clusters Score -9065853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9065850.000000 Penalty: 5370.276855
	Iteration 98Q: 3 clusters Score -9065850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9065855.000000 Penalty: 5370.276855
	Iteration 99Q: 3 clusters Score -9065855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9065863.000000 Penalty: 5370.276855
	Iteration 100F: 3 clusters Score -9065863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9065860.000000 Penalty: 5370.276855
	Iteration 101Q: 3 clusters Score -9065860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9065860.000000 Penalty: 5370.276855
	Iteration 102Q: 3 clusters Score -9065860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9065859.000000 Penalty: 5370.276855
	Iteration 103Q: 3 clusters Score -9065859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9065857.000000 Penalty: 5370.276855
	Iteration 104Q: 3 clusters Score -9065857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9065854.000000 Penalty: 5370.276855
	Iteration 105Q: 3 clusters Score -9065854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9065853.000000 Penalty: 5370.276855
	Iteration 106Q: 3 clusters Score -9065853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9065854.000000 Penalty: 5370.276855
	Iteration 107Q: 3 clusters Score -9065854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9065853.000000 Penalty: 5370.276855
	Iteration 108Q: 3 clusters Score -9065853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9065849.000000 Penalty: 5370.276855
	Iteration 109Q: 3 clusters Score -9065849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9065846.000000 Penalty: 5370.276855
	Iteration 110Q: 3 clusters Score -9065846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9065846.000000 Penalty: 5370.276855
	Iteration 111F: 3 clusters Score -9065846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -194501.906250 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -194501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -192486.890625 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -192486.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -192861.203125 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -192861.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -193011.390625 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -193011.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -193123.125000 Penalty: 3499.435059
	Iteration 3Q: 3 clusters Score -193123.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -193248.859375 Penalty: 3499.435059
	Iteration 4Q: 3 clusters Score -193248.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -193411.984375 Penalty: 3499.435059
	Iteration 5F: 3 clusters Score -193412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -193574.453125 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -193574.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -193743.093750 Penalty: 3499.435059
	Iteration 7F: 3 clusters Score -193743.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -193946.031250 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -193946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194251.765625 Penalty: 3499.435059
	Iteration 9F: 3 clusters Score -194251.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -194669.515625 Penalty: 3499.435059
	Iteration 10F: 3 clusters Score -194669.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195165.203125 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -195165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -195363.859375 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -195363.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195381.906250 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -195381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195384.171875 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -195384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -195385.187500 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -195385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -195385.187500 Penalty: 3499.435059
	Iteration 16F: 3 clusters Score -195385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 27519 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41246 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56246 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50388 members 
Mstep: Class 20 contains 50010 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 45685 members 
Mstep: Class 32 contains 44365 members 
Mstep: Class 33 contains 52193 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49829 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 577 members 
Entering Unmasked Estep 
Score: -196411792.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196412576.000000 to -196411792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (45685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Entering Unmasked Estep 
Score: -8175928.000000 Penalty: 2660.922363
	Iteration 0F: 2 clusters Score -8175928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8146616.500000 Penalty: 5321.844727
	Iteration 0F: 3 clusters Score -8146616 nChanged 20876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -8158113.000000 Penalty: 5321.844727
	Iteration 1F: 3 clusters Score -8158113 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -8158800.500000 Penalty: 5321.844727
	Iteration 2Q: 3 clusters Score -8158800 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -8159567.500000 Penalty: 5321.844727
	Iteration 3Q: 3 clusters Score -8159568 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -8160551.000000 Penalty: 5321.844727
	Iteration 4Q: 3 clusters Score -8160551 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -8161824.500000 Penalty: 5321.844727
	Iteration 5F: 3 clusters Score -8161824 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -8163414.000000 Penalty: 5321.844727
	Iteration 6F: 3 clusters Score -8163414 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -8165363.500000 Penalty: 5321.844727
	Iteration 7F: 3 clusters Score -8165364 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -8167389.000000 Penalty: 5321.844727
	Iteration 8F: 3 clusters Score -8167389 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -8169119.500000 Penalty: 5321.844727
	Iteration 9F: 3 clusters Score -8169120 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -8170364.000000 Penalty: 5321.844727
	Iteration 10Q: 3 clusters Score -8170364 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -8171118.000000 Penalty: 5321.844727
	Iteration 11Q: 3 clusters Score -8171118 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -8171658.500000 Penalty: 5321.844727
	Iteration 12Q: 3 clusters Score -8171658 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -8172141.000000 Penalty: 5321.844727
	Iteration 13Q: 3 clusters Score -8172141 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -8172451.000000 Penalty: 5321.844727
	Iteration 14Q: 3 clusters Score -8172451 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -8172732.500000 Penalty: 5321.844727
	Iteration 15Q: 3 clusters Score -8172732 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -8172993.500000 Penalty: 5321.844727
	Iteration 16Q: 3 clusters Score -8172994 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -8173232.000000 Penalty: 5321.844727
	Iteration 17Q: 3 clusters Score -8173232 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -8173468.000000 Penalty: 5321.844727
	Iteration 18Q: 3 clusters Score -8173468 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8173646.000000 Penalty: 5321.844727
	Iteration 19Q: 3 clusters Score -8173646 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -8173777.000000 Penalty: 5321.844727
	Iteration 20F: 3 clusters Score -8173777 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -8173903.500000 Penalty: 5321.844727
	Iteration 21Q: 3 clusters Score -8173904 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8174011.000000 Penalty: 5321.844727
	Iteration 22Q: 3 clusters Score -8174011 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -8174072.000000 Penalty: 5321.844727
	Iteration 23Q: 3 clusters Score -8174072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8174128.000000 Penalty: 5321.844727
	Iteration 24Q: 3 clusters Score -8174128 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -8174143.500000 Penalty: 5321.844727
	Iteration 25Q: 3 clusters Score -8174144 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -8174186.000000 Penalty: 5321.844727
	Iteration 26Q: 3 clusters Score -8174186 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8174222.000000 Penalty: 5321.844727
	Iteration 27Q: 3 clusters Score -8174222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8174251.000000 Penalty: 5321.844727
	Iteration 28Q: 3 clusters Score -8174251 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8174261.000000 Penalty: 5321.844727
	Iteration 29Q: 3 clusters Score -8174261 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8174277.500000 Penalty: 5321.844727
	Iteration 30Q: 3 clusters Score -8174278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -8174262.500000 Penalty: 5321.844727
	Iteration 31Q: 3 clusters Score -8174262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -8174253.000000 Penalty: 5321.844727
	Iteration 32Q: 3 clusters Score -8174253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -8174279.500000 Penalty: 5321.844727
	Iteration 33Q: 3 clusters Score -8174280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -8174269.500000 Penalty: 5321.844727
	Iteration 34Q: 3 clusters Score -8174270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8174273.000000 Penalty: 5321.844727
	Iteration 35Q: 3 clusters Score -8174273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -8174249.500000 Penalty: 5321.844727
	Iteration 36Q: 3 clusters Score -8174250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8174270.500000 Penalty: 5321.844727
	Iteration 37Q: 3 clusters Score -8174270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8174277.000000 Penalty: 5321.844727
	Iteration 38Q: 3 clusters Score -8174277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -8174267.500000 Penalty: 5321.844727
	Iteration 39Q: 3 clusters Score -8174268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -8174250.500000 Penalty: 5321.844727
	Iteration 40F: 3 clusters Score -8174250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8174240.000000 Penalty: 5321.844727
	Iteration 41Q: 3 clusters Score -8174240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8174235.000000 Penalty: 5321.844727
	Iteration 42Q: 3 clusters Score -8174235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -8174248.500000 Penalty: 5321.844727
	Iteration 43Q: 3 clusters Score -8174248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8174263.000000 Penalty: 5321.844727
	Iteration 44Q: 3 clusters Score -8174263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -8174278.500000 Penalty: 5321.844727
	Iteration 45Q: 3 clusters Score -8174278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8174286.000000 Penalty: 5321.844727
	Iteration 46Q: 3 clusters Score -8174286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -8174293.000000 Penalty: 5321.844727
	Iteration 47Q: 3 clusters Score -8174293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8174296.000000 Penalty: 5321.844727
	Iteration 48Q: 3 clusters Score -8174296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -8174308.000000 Penalty: 5321.844727
	Iteration 49Q: 3 clusters Score -8174308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8174303.000000 Penalty: 5321.844727
	Iteration 50Q: 3 clusters Score -8174303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8174313.000000 Penalty: 5321.844727
	Iteration 51Q: 3 clusters Score -8174313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8174313.000000 Penalty: 5321.844727
	Iteration 52Q: 3 clusters Score -8174313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8174311.000000 Penalty: 5321.844727
	Iteration 53Q: 3 clusters Score -8174311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8174312.000000 Penalty: 5321.844727
	Iteration 54Q: 3 clusters Score -8174312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8174313.500000 Penalty: 5321.844727
	Iteration 55Q: 3 clusters Score -8174314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -8174317.500000 Penalty: 5321.844727
	Iteration 56Q: 3 clusters Score -8174318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8174314.500000 Penalty: 5321.844727
	Iteration 57Q: 3 clusters Score -8174314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8174314.500000 Penalty: 5321.844727
	Iteration 58F: 3 clusters Score -8174314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (44365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Entering Unmasked Estep 
Score: -8000781.000000 Penalty: 2653.651123
	Iteration 0F: 2 clusters Score -8000781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -7971904.500000 Penalty: 5307.302246
	Iteration 0F: 3 clusters Score -7971904 nChanged 20377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -7982798.000000 Penalty: 5307.302246
	Iteration 1F: 3 clusters Score -7982798 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -7983156.500000 Penalty: 5307.302246
	Iteration 2Q: 3 clusters Score -7983156 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -7983551.000000 Penalty: 5307.302246
	Iteration 3Q: 3 clusters Score -7983551 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -7983912.500000 Penalty: 5307.302246
	Iteration 4Q: 3 clusters Score -7983912 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -7984414.500000 Penalty: 5307.302246
	Iteration 5Q: 3 clusters Score -7984414 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -7985130.500000 Penalty: 5307.302246
	Iteration 6Q: 3 clusters Score -7985130 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -7986347.000000 Penalty: 5307.302246
	Iteration 7F: 3 clusters Score -7986347 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7988175.500000 Penalty: 5307.302246
	Iteration 8F: 3 clusters Score -7988176 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -7990813.500000 Penalty: 5307.302246
	Iteration 9F: 3 clusters Score -7990814 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -7993965.500000 Penalty: 5307.302246
	Iteration 10F: 3 clusters Score -7993966 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -7996451.500000 Penalty: 5307.302246
	Iteration 11F: 3 clusters Score -7996452 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -7997668.500000 Penalty: 5307.302246
	Iteration 12Q: 3 clusters Score -7997668 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -7998170.000000 Penalty: 5307.302246
	Iteration 13Q: 3 clusters Score -7998170 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -7998333.000000 Penalty: 5307.302246
	Iteration 14Q: 3 clusters Score -7998333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -7998426.000000 Penalty: 5307.302246
	Iteration 15Q: 3 clusters Score -7998426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -7998463.000000 Penalty: 5307.302246
	Iteration 16Q: 3 clusters Score -7998463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -7998470.500000 Penalty: 5307.302246
	Iteration 17Q: 3 clusters Score -7998470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -7998477.000000 Penalty: 5307.302246
	Iteration 18Q: 3 clusters Score -7998477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -7998484.000000 Penalty: 5307.302246
	Iteration 19Q: 3 clusters Score -7998484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -7998490.500000 Penalty: 5307.302246
	Iteration 20F: 3 clusters Score -7998490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -7998496.000000 Penalty: 5307.302246
	Iteration 21Q: 3 clusters Score -7998496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -7998496.000000 Penalty: 5307.302246
	Iteration 22F: 3 clusters Score -7998496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Entering Unmasked Estep 
Score: -9226231.000000 Penalty: 2693.950439
	Iteration 0F: 2 clusters Score -9226231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -9193467.000000 Penalty: 5387.900879
	Iteration 0F: 3 clusters Score -9193467 nChanged 24087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -9206945.000000 Penalty: 5387.900879
	Iteration 1F: 3 clusters Score -9206945 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -9207470.000000 Penalty: 5387.900879
	Iteration 2Q: 3 clusters Score -9207470 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -9207847.000000 Penalty: 5387.900879
	Iteration 3Q: 3 clusters Score -9207847 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -9208244.000000 Penalty: 5387.900879
	Iteration 4Q: 3 clusters Score -9208244 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -9208634.000000 Penalty: 5387.900879
	Iteration 5Q: 3 clusters Score -9208634 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -9209158.000000 Penalty: 5387.900879
	Iteration 6Q: 3 clusters Score -9209158 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -9209865.000000 Penalty: 5387.900879
	Iteration 7Q: 3 clusters Score -9209865 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -9210866.000000 Penalty: 5387.900879
	Iteration 8Q: 3 clusters Score -9210866 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -9212256.000000 Penalty: 5387.900879
	Iteration 9F: 3 clusters Score -9212256 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -9214456.000000 Penalty: 5387.900879
	Iteration 10F: 3 clusters Score -9214456 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -9217028.000000 Penalty: 5387.900879
	Iteration 11F: 3 clusters Score -9217028 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -9219443.000000 Penalty: 5387.900879
	Iteration 12F: 3 clusters Score -9219443 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -9221292.000000 Penalty: 5387.900879
	Iteration 13F: 3 clusters Score -9221292 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9222453.000000 Penalty: 5387.900879
	Iteration 14Q: 3 clusters Score -9222453 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9223041.000000 Penalty: 5387.900879
	Iteration 15Q: 3 clusters Score -9223041 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9223341.000000 Penalty: 5387.900879
	Iteration 16Q: 3 clusters Score -9223341 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9223557.000000 Penalty: 5387.900879
	Iteration 17Q: 3 clusters Score -9223557 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9223665.000000 Penalty: 5387.900879
	Iteration 18Q: 3 clusters Score -9223665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9223742.000000 Penalty: 5387.900879
	Iteration 19Q: 3 clusters Score -9223742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9223768.000000 Penalty: 5387.900879
	Iteration 20F: 3 clusters Score -9223768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9223798.000000 Penalty: 5387.900879
	Iteration 21Q: 3 clusters Score -9223798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9223814.000000 Penalty: 5387.900879
	Iteration 22Q: 3 clusters Score -9223814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9223806.000000 Penalty: 5387.900879
	Iteration 23Q: 3 clusters Score -9223806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9223827.000000 Penalty: 5387.900879
	Iteration 24Q: 3 clusters Score -9223827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9223842.000000 Penalty: 5387.900879
	Iteration 25Q: 3 clusters Score -9223842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9223847.000000 Penalty: 5387.900879
	Iteration 26Q: 3 clusters Score -9223847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9223849.000000 Penalty: 5387.900879
	Iteration 27Q: 3 clusters Score -9223849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9223859.000000 Penalty: 5387.900879
	Iteration 28Q: 3 clusters Score -9223859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9223863.000000 Penalty: 5387.900879
	Iteration 29Q: 3 clusters Score -9223863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9223870.000000 Penalty: 5387.900879
	Iteration 30Q: 3 clusters Score -9223870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9223875.000000 Penalty: 5387.900879
	Iteration 31Q: 3 clusters Score -9223875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9223878.000000 Penalty: 5387.900879
	Iteration 32Q: 3 clusters Score -9223878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9223902.000000 Penalty: 5387.900879
	Iteration 33Q: 3 clusters Score -9223902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9223914.000000 Penalty: 5387.900879
	Iteration 34Q: 3 clusters Score -9223914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9223909.000000 Penalty: 5387.900879
	Iteration 35Q: 3 clusters Score -9223909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9223910.000000 Penalty: 5387.900879
	Iteration 36Q: 3 clusters Score -9223910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9223909.000000 Penalty: 5387.900879
	Iteration 37Q: 3 clusters Score -9223909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9223914.000000 Penalty: 5387.900879
	Iteration 38Q: 3 clusters Score -9223914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9223909.000000 Penalty: 5387.900879
	Iteration 39Q: 3 clusters Score -9223909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9223909.000000 Penalty: 5387.900879
	Iteration 40F: 3 clusters Score -9223909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Entering Unmasked Estep 
Score: -8158547.000000 Penalty: 2660.992920
	Iteration 0F: 2 clusters Score -8158547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8128264.500000 Penalty: 5321.985840
	Iteration 0F: 3 clusters Score -8128264 nChanged 20974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -8139970.000000 Penalty: 5321.985840
	Iteration 1F: 3 clusters Score -8139970 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8140609.000000 Penalty: 5321.985840
	Iteration 2Q: 3 clusters Score -8140609 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -8141286.000000 Penalty: 5321.985840
	Iteration 3Q: 3 clusters Score -8141286 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8142128.500000 Penalty: 5321.985840
	Iteration 4Q: 3 clusters Score -8142128 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -8143130.000000 Penalty: 5321.985840
	Iteration 5Q: 3 clusters Score -8143130 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8144445.500000 Penalty: 5321.985840
	Iteration 6F: 3 clusters Score -8144446 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -8145861.500000 Penalty: 5321.985840
	Iteration 7F: 3 clusters Score -8145862 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -8147370.500000 Penalty: 5321.985840
	Iteration 8F: 3 clusters Score -8147370 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -8148740.000000 Penalty: 5321.985840
	Iteration 9F: 3 clusters Score -8148740 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -8150021.000000 Penalty: 5321.985840
	Iteration 10F: 3 clusters Score -8150021 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -8151084.500000 Penalty: 5321.985840
	Iteration 11Q: 3 clusters Score -8151084 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -8152016.000000 Penalty: 5321.985840
	Iteration 12Q: 3 clusters Score -8152016 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -8152969.000000 Penalty: 5321.985840
	Iteration 13Q: 3 clusters Score -8152969 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -8153771.500000 Penalty: 5321.985840
	Iteration 14Q: 3 clusters Score -8153772 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -8154496.500000 Penalty: 5321.985840
	Iteration 15Q: 3 clusters Score -8154496 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -8155061.000000 Penalty: 5321.985840
	Iteration 16Q: 3 clusters Score -8155061 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -8155489.000000 Penalty: 5321.985840
	Iteration 17Q: 3 clusters Score -8155489 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -8155767.000000 Penalty: 5321.985840
	Iteration 18Q: 3 clusters Score -8155767 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -8155988.500000 Penalty: 5321.985840
	Iteration 19Q: 3 clusters Score -8155988 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -8156093.000000 Penalty: 5321.985840
	Iteration 20F: 3 clusters Score -8156093 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8156178.000000 Penalty: 5321.985840
	Iteration 21Q: 3 clusters Score -8156178 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -8156272.500000 Penalty: 5321.985840
	Iteration 22Q: 3 clusters Score -8156272 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -8156350.500000 Penalty: 5321.985840
	Iteration 23Q: 3 clusters Score -8156350 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -8156398.500000 Penalty: 5321.985840
	Iteration 24Q: 3 clusters Score -8156398 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -8156461.500000 Penalty: 5321.985840
	Iteration 25Q: 3 clusters Score -8156462 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8156506.000000 Penalty: 5321.985840
	Iteration 26Q: 3 clusters Score -8156506 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8156544.000000 Penalty: 5321.985840
	Iteration 27Q: 3 clusters Score -8156544 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -8156605.000000 Penalty: 5321.985840
	Iteration 28Q: 3 clusters Score -8156605 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -8156627.500000 Penalty: 5321.985840
	Iteration 29Q: 3 clusters Score -8156628 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -8156671.000000 Penalty: 5321.985840
	Iteration 30Q: 3 clusters Score -8156671 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -8156709.500000 Penalty: 5321.985840
	Iteration 31Q: 3 clusters Score -8156710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -8156738.500000 Penalty: 5321.985840
	Iteration 32Q: 3 clusters Score -8156738 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -8156732.000000 Penalty: 5321.985840
	Iteration 33Q: 3 clusters Score -8156732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -8156749.000000 Penalty: 5321.985840
	Iteration 34Q: 3 clusters Score -8156749 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -8156758.000000 Penalty: 5321.985840
	Iteration 35Q: 3 clusters Score -8156758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -8156768.500000 Penalty: 5321.985840
	Iteration 36Q: 3 clusters Score -8156768 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -8156769.000000 Penalty: 5321.985840
	Iteration 37Q: 3 clusters Score -8156769 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8156789.000000 Penalty: 5321.985840
	Iteration 38Q: 3 clusters Score -8156789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -8156802.000000 Penalty: 5321.985840
	Iteration 39Q: 3 clusters Score -8156802 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -8156835.000000 Penalty: 5321.985840
	Iteration 40F: 3 clusters Score -8156835 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -8156858.000000 Penalty: 5321.985840
	Iteration 41Q: 3 clusters Score -8156858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -8156850.500000 Penalty: 5321.985840
	Iteration 42Q: 3 clusters Score -8156850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -8156863.500000 Penalty: 5321.985840
	Iteration 43Q: 3 clusters Score -8156864 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -8156878.000000 Penalty: 5321.985840
	Iteration 44Q: 3 clusters Score -8156878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -8156915.000000 Penalty: 5321.985840
	Iteration 45Q: 3 clusters Score -8156915 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -8156907.500000 Penalty: 5321.985840
	Iteration 46Q: 3 clusters Score -8156908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -8156939.000000 Penalty: 5321.985840
	Iteration 47Q: 3 clusters Score -8156939 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -8156962.000000 Penalty: 5321.985840
	Iteration 48Q: 3 clusters Score -8156962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -8156998.500000 Penalty: 5321.985840
	Iteration 49Q: 3 clusters Score -8156998 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -8156994.500000 Penalty: 5321.985840
	Iteration 50Q: 3 clusters Score -8156994 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -8157008.000000 Penalty: 5321.985840
	Iteration 51Q: 3 clusters Score -8157008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -8157050.000000 Penalty: 5321.985840
	Iteration 52Q: 3 clusters Score -8157050 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8157090.500000 Penalty: 5321.985840
	Iteration 53Q: 3 clusters Score -8157090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -8157081.000000 Penalty: 5321.985840
	Iteration 54Q: 3 clusters Score -8157081 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -8157115.000000 Penalty: 5321.985840
	Iteration 55Q: 3 clusters Score -8157115 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -8157151.000000 Penalty: 5321.985840
	Iteration 56Q: 3 clusters Score -8157151 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -8157168.000000 Penalty: 5321.985840
	Iteration 57Q: 3 clusters Score -8157168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -8157190.500000 Penalty: 5321.985840
	Iteration 58Q: 3 clusters Score -8157190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8157198.500000 Penalty: 5321.985840
	Iteration 59Q: 3 clusters Score -8157198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -8157219.000000 Penalty: 5321.985840
	Iteration 60F: 3 clusters Score -8157219 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -8157279.500000 Penalty: 5321.985840
	Iteration 61Q: 3 clusters Score -8157280 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -8157290.500000 Penalty: 5321.985840
	Iteration 62Q: 3 clusters Score -8157290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -8157301.500000 Penalty: 5321.985840
	Iteration 63Q: 3 clusters Score -8157302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -8157339.500000 Penalty: 5321.985840
	Iteration 64Q: 3 clusters Score -8157340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -8157345.000000 Penalty: 5321.985840
	Iteration 65Q: 3 clusters Score -8157345 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -8157360.500000 Penalty: 5321.985840
	Iteration 66Q: 3 clusters Score -8157360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -8157388.000000 Penalty: 5321.985840
	Iteration 67Q: 3 clusters Score -8157388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -8157388.500000 Penalty: 5321.985840
	Iteration 68Q: 3 clusters Score -8157388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8157400.000000 Penalty: 5321.985840
	Iteration 69Q: 3 clusters Score -8157400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -8157412.500000 Penalty: 5321.985840
	Iteration 70Q: 3 clusters Score -8157412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -8157410.000000 Penalty: 5321.985840
	Iteration 71Q: 3 clusters Score -8157410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -8157421.500000 Penalty: 5321.985840
	Iteration 72Q: 3 clusters Score -8157422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8157418.500000 Penalty: 5321.985840
	Iteration 73Q: 3 clusters Score -8157418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -8157427.000000 Penalty: 5321.985840
	Iteration 74Q: 3 clusters Score -8157427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8157423.000000 Penalty: 5321.985840
	Iteration 75Q: 3 clusters Score -8157423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -8157434.000000 Penalty: 5321.985840
	Iteration 76Q: 3 clusters Score -8157434 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -8157440.000000 Penalty: 5321.985840
	Iteration 77Q: 3 clusters Score -8157440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -8157454.000000 Penalty: 5321.985840
	Iteration 78Q: 3 clusters Score -8157454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8157465.000000 Penalty: 5321.985840
	Iteration 79Q: 3 clusters Score -8157465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8157466.500000 Penalty: 5321.985840
	Iteration 80F: 3 clusters Score -8157466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -8157479.000000 Penalty: 5321.985840
	Iteration 81Q: 3 clusters Score -8157479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -8157486.500000 Penalty: 5321.985840
	Iteration 82Q: 3 clusters Score -8157486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -8157503.500000 Penalty: 5321.985840
	Iteration 83Q: 3 clusters Score -8157504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -8157524.500000 Penalty: 5321.985840
	Iteration 84Q: 3 clusters Score -8157524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -8157531.500000 Penalty: 5321.985840
	Iteration 85Q: 3 clusters Score -8157532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8157532.500000 Penalty: 5321.985840
	Iteration 86Q: 3 clusters Score -8157532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -8157521.500000 Penalty: 5321.985840
	Iteration 87Q: 3 clusters Score -8157522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -8157503.500000 Penalty: 5321.985840
	Iteration 88Q: 3 clusters Score -8157504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -8157524.500000 Penalty: 5321.985840
	Iteration 89Q: 3 clusters Score -8157524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -8157528.000000 Penalty: 5321.985840
	Iteration 90Q: 3 clusters Score -8157528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -8157527.000000 Penalty: 5321.985840
	Iteration 91Q: 3 clusters Score -8157527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -8157530.000000 Penalty: 5321.985840
	Iteration 92Q: 3 clusters Score -8157530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8157526.000000 Penalty: 5321.985840
	Iteration 93Q: 3 clusters Score -8157526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -8157515.000000 Penalty: 5321.985840
	Iteration 94Q: 3 clusters Score -8157515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -8157514.500000 Penalty: 5321.985840
	Iteration 95Q: 3 clusters Score -8157514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -8157511.500000 Penalty: 5321.985840
	Iteration 96Q: 3 clusters Score -8157512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8157519.500000 Penalty: 5321.985840
	Iteration 97Q: 3 clusters Score -8157520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -8157536.000000 Penalty: 5321.985840
	Iteration 98Q: 3 clusters Score -8157536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -8157543.500000 Penalty: 5321.985840
	Iteration 99Q: 3 clusters Score -8157544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -8157537.500000 Penalty: 5321.985840
	Iteration 100F: 3 clusters Score -8157538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -8157543.500000 Penalty: 5321.985840
	Iteration 101Q: 3 clusters Score -8157544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -8157543.500000 Penalty: 5321.985840
	Iteration 102Q: 3 clusters Score -8157544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -8157546.000000 Penalty: 5321.985840
	Iteration 103Q: 3 clusters Score -8157546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -8157540.000000 Penalty: 5321.985840
	Iteration 104Q: 3 clusters Score -8157540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -8157531.500000 Penalty: 5321.985840
	Iteration 105Q: 3 clusters Score -8157532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -8157528.000000 Penalty: 5321.985840
	Iteration 106Q: 3 clusters Score -8157528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -8157528.500000 Penalty: 5321.985840
	Iteration 107Q: 3 clusters Score -8157528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -8157529.500000 Penalty: 5321.985840
	Iteration 108Q: 3 clusters Score -8157530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -8157534.500000 Penalty: 5321.985840
	Iteration 109Q: 3 clusters Score -8157534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -8157539.000000 Penalty: 5321.985840
	Iteration 110Q: 3 clusters Score -8157539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -8157532.000000 Penalty: 5321.985840
	Iteration 111Q: 3 clusters Score -8157532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -8157532.500000 Penalty: 5321.985840
	Iteration 112Q: 3 clusters Score -8157532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8157537.500000 Penalty: 5321.985840
	Iteration 113Q: 3 clusters Score -8157538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -8157536.500000 Penalty: 5321.985840
	Iteration 114Q: 3 clusters Score -8157536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -8157540.500000 Penalty: 5321.985840
	Iteration 115Q: 3 clusters Score -8157540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -8157530.500000 Penalty: 5321.985840
	Iteration 116Q: 3 clusters Score -8157530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -8157545.500000 Penalty: 5321.985840
	Iteration 117Q: 3 clusters Score -8157546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -8157546.500000 Penalty: 5321.985840
	Iteration 118Q: 3 clusters Score -8157546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -8157535.500000 Penalty: 5321.985840
	Iteration 119Q: 3 clusters Score -8157536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -8157540.500000 Penalty: 5321.985840
	Iteration 120F: 3 clusters Score -8157540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -8157542.500000 Penalty: 5321.985840
	Iteration 121Q: 3 clusters Score -8157542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -8157533.500000 Penalty: 5321.985840
	Iteration 122Q: 3 clusters Score -8157534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -8157528.500000 Penalty: 5321.985840
	Iteration 123Q: 3 clusters Score -8157528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -8157527.500000 Penalty: 5321.985840
	Iteration 124Q: 3 clusters Score -8157528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8157520.500000 Penalty: 5321.985840
	Iteration 125Q: 3 clusters Score -8157520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -8157525.500000 Penalty: 5321.985840
	Iteration 126Q: 3 clusters Score -8157526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8157531.000000 Penalty: 5321.985840
	Iteration 127Q: 3 clusters Score -8157531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -8157527.000000 Penalty: 5321.985840
	Iteration 128Q: 3 clusters Score -8157527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -8157532.000000 Penalty: 5321.985840
	Iteration 129Q: 3 clusters Score -8157532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -8157534.000000 Penalty: 5321.985840
	Iteration 130Q: 3 clusters Score -8157534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -8157529.500000 Penalty: 5321.985840
	Iteration 131Q: 3 clusters Score -8157530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -8157534.500000 Penalty: 5321.985840
	Iteration 132Q: 3 clusters Score -8157534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -8157528.000000 Penalty: 5321.985840
	Iteration 133Q: 3 clusters Score -8157528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -8157536.000000 Penalty: 5321.985840
	Iteration 134Q: 3 clusters Score -8157536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -8157536.000000 Penalty: 5321.985840
	Iteration 135F: 3 clusters Score -8157536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (46667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Entering Unmasked Estep 
Score: -8309499.000000 Penalty: 2666.196533
	Iteration 0F: 2 clusters Score -8309499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8279320.500000 Penalty: 5332.393066
	Iteration 0F: 3 clusters Score -8279320 nChanged 21431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -8291533.000000 Penalty: 5332.393066
	Iteration 1F: 3 clusters Score -8291533 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -8292618.500000 Penalty: 5332.393066
	Iteration 2F: 3 clusters Score -8292618 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -8293858.500000 Penalty: 5332.393066
	Iteration 3F: 3 clusters Score -8293858 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -8295362.000000 Penalty: 5332.393066
	Iteration 4F: 3 clusters Score -8295362 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -8297211.000000 Penalty: 5332.393066
	Iteration 5F: 3 clusters Score -8297211 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -8299218.000000 Penalty: 5332.393066
	Iteration 6F: 3 clusters Score -8299218 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -8301355.500000 Penalty: 5332.393066
	Iteration 7F: 3 clusters Score -8301356 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -8303215.000000 Penalty: 5332.393066
	Iteration 8F: 3 clusters Score -8303215 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -8304625.000000 Penalty: 5332.393066
	Iteration 9Q: 3 clusters Score -8304625 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8305564.500000 Penalty: 5332.393066
	Iteration 10Q: 3 clusters Score -8305564 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -8306292.000000 Penalty: 5332.393066
	Iteration 11Q: 3 clusters Score -8306292 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -8306914.500000 Penalty: 5332.393066
	Iteration 12Q: 3 clusters Score -8306914 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8307288.000000 Penalty: 5332.393066
	Iteration 13Q: 3 clusters Score -8307288 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -8307537.000000 Penalty: 5332.393066
	Iteration 14Q: 3 clusters Score -8307537 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8307717.500000 Penalty: 5332.393066
	Iteration 15Q: 3 clusters Score -8307718 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -8307819.500000 Penalty: 5332.393066
	Iteration 16Q: 3 clusters Score -8307820 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -8307885.500000 Penalty: 5332.393066
	Iteration 17Q: 3 clusters Score -8307886 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8307962.000000 Penalty: 5332.393066
	Iteration 18Q: 3 clusters Score -8307962 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8308009.000000 Penalty: 5332.393066
	Iteration 19Q: 3 clusters Score -8308009 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8308054.000000 Penalty: 5332.393066
	Iteration 20F: 3 clusters Score -8308054 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8308082.000000 Penalty: 5332.393066
	Iteration 21Q: 3 clusters Score -8308082 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8308089.500000 Penalty: 5332.393066
	Iteration 22Q: 3 clusters Score -8308090 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8308103.000000 Penalty: 5332.393066
	Iteration 23Q: 3 clusters Score -8308103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8308122.500000 Penalty: 5332.393066
	Iteration 24Q: 3 clusters Score -8308122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8308149.500000 Penalty: 5332.393066
	Iteration 25Q: 3 clusters Score -8308150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8308167.500000 Penalty: 5332.393066
	Iteration 26Q: 3 clusters Score -8308168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8308165.000000 Penalty: 5332.393066
	Iteration 27Q: 3 clusters Score -8308165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8308164.500000 Penalty: 5332.393066
	Iteration 28Q: 3 clusters Score -8308164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8308165.500000 Penalty: 5332.393066
	Iteration 29Q: 3 clusters Score -8308166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8308187.500000 Penalty: 5332.393066
	Iteration 30Q: 3 clusters Score -8308188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8308214.500000 Penalty: 5332.393066
	Iteration 31Q: 3 clusters Score -8308214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8308219.000000 Penalty: 5332.393066
	Iteration 32Q: 3 clusters Score -8308219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8308191.500000 Penalty: 5332.393066
	Iteration 33Q: 3 clusters Score -8308192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8308210.500000 Penalty: 5332.393066
	Iteration 34Q: 3 clusters Score -8308210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8308202.500000 Penalty: 5332.393066
	Iteration 35Q: 3 clusters Score -8308202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8308204.500000 Penalty: 5332.393066
	Iteration 36Q: 3 clusters Score -8308204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8308201.000000 Penalty: 5332.393066
	Iteration 37Q: 3 clusters Score -8308201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8308199.000000 Penalty: 5332.393066
	Iteration 38Q: 3 clusters Score -8308199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8308200.000000 Penalty: 5332.393066
	Iteration 39Q: 3 clusters Score -8308200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8308205.000000 Penalty: 5332.393066
	Iteration 40F: 3 clusters Score -8308205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8308201.000000 Penalty: 5332.393066
	Iteration 41Q: 3 clusters Score -8308201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8308192.000000 Penalty: 5332.393066
	Iteration 42Q: 3 clusters Score -8308192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8308205.000000 Penalty: 5332.393066
	Iteration 43Q: 3 clusters Score -8308205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8308209.000000 Penalty: 5332.393066
	Iteration 44Q: 3 clusters Score -8308209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8308205.500000 Penalty: 5332.393066
	Iteration 45Q: 3 clusters Score -8308206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8308205.500000 Penalty: 5332.393066
	Iteration 46Q: 3 clusters Score -8308206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8308215.500000 Penalty: 5332.393066
	Iteration 47Q: 3 clusters Score -8308216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8308206.500000 Penalty: 5332.393066
	Iteration 48Q: 3 clusters Score -8308206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8308211.000000 Penalty: 5332.393066
	Iteration 49Q: 3 clusters Score -8308211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8308215.500000 Penalty: 5332.393066
	Iteration 50Q: 3 clusters Score -8308216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8308209.500000 Penalty: 5332.393066
	Iteration 51Q: 3 clusters Score -8308210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8308207.000000 Penalty: 5332.393066
	Iteration 52Q: 3 clusters Score -8308207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8308195.500000 Penalty: 5332.393066
	Iteration 53Q: 3 clusters Score -8308196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8308202.500000 Penalty: 5332.393066
	Iteration 54Q: 3 clusters Score -8308202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8308196.500000 Penalty: 5332.393066
	Iteration 55Q: 3 clusters Score -8308196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8308204.000000 Penalty: 5332.393066
	Iteration 56Q: 3 clusters Score -8308204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8308199.000000 Penalty: 5332.393066
	Iteration 57Q: 3 clusters Score -8308199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8308196.500000 Penalty: 5332.393066
	Iteration 58Q: 3 clusters Score -8308196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8308200.000000 Penalty: 5332.393066
	Iteration 59Q: 3 clusters Score -8308200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8308202.500000 Penalty: 5332.393066
	Iteration 60F: 3 clusters Score -8308202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8308205.000000 Penalty: 5332.393066
	Iteration 61Q: 3 clusters Score -8308205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8308193.500000 Penalty: 5332.393066
	Iteration 62Q: 3 clusters Score -8308194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8308197.000000 Penalty: 5332.393066
	Iteration 63Q: 3 clusters Score -8308197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8308187.000000 Penalty: 5332.393066
	Iteration 64Q: 3 clusters Score -8308187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8308181.000000 Penalty: 5332.393066
	Iteration 65Q: 3 clusters Score -8308181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8308179.500000 Penalty: 5332.393066
	Iteration 66Q: 3 clusters Score -8308180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8308178.000000 Penalty: 5332.393066
	Iteration 67Q: 3 clusters Score -8308178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8308183.500000 Penalty: 5332.393066
	Iteration 68Q: 3 clusters Score -8308184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8308187.000000 Penalty: 5332.393066
	Iteration 69Q: 3 clusters Score -8308187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8308184.500000 Penalty: 5332.393066
	Iteration 70Q: 3 clusters Score -8308184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8308187.500000 Penalty: 5332.393066
	Iteration 71Q: 3 clusters Score -8308188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8308190.000000 Penalty: 5332.393066
	Iteration 72Q: 3 clusters Score -8308190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8308187.000000 Penalty: 5332.393066
	Iteration 73Q: 3 clusters Score -8308187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8308187.000000 Penalty: 5332.393066
	Iteration 74Q: 3 clusters Score -8308187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8308187.500000 Penalty: 5332.393066
	Iteration 75Q: 3 clusters Score -8308188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8308184.500000 Penalty: 5332.393066
	Iteration 76Q: 3 clusters Score -8308184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8308193.000000 Penalty: 5332.393066
	Iteration 77Q: 3 clusters Score -8308193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8308193.000000 Penalty: 5332.393066
	Iteration 78F: 3 clusters Score -8308193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Entering Unmasked Estep 
Score: -9030511.000000 Penalty: 2682.455566
	Iteration 0F: 2 clusters Score -9030511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -8999484.000000 Penalty: 5364.911133
	Iteration 0F: 3 clusters Score -8999484 nChanged 23035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9012331.000000 Penalty: 5364.911133
	Iteration 1F: 3 clusters Score -9012331 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -9012849.000000 Penalty: 5364.911133
	Iteration 2Q: 3 clusters Score -9012849 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -9013402.000000 Penalty: 5364.911133
	Iteration 3Q: 3 clusters Score -9013402 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -9013984.000000 Penalty: 5364.911133
	Iteration 4Q: 3 clusters Score -9013984 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -9014691.000000 Penalty: 5364.911133
	Iteration 5Q: 3 clusters Score -9014691 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -9015383.000000 Penalty: 5364.911133
	Iteration 6Q: 3 clusters Score -9015383 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -9016277.000000 Penalty: 5364.911133
	Iteration 7Q: 3 clusters Score -9016277 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9017269.000000 Penalty: 5364.911133
	Iteration 8Q: 3 clusters Score -9017269 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -9018392.000000 Penalty: 5364.911133
	Iteration 9Q: 3 clusters Score -9018392 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -9019723.000000 Penalty: 5364.911133
	Iteration 10Q: 3 clusters Score -9019723 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -9021061.000000 Penalty: 5364.911133
	Iteration 11Q: 3 clusters Score -9021061 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -9022487.000000 Penalty: 5364.911133
	Iteration 12Q: 3 clusters Score -9022487 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -9023789.000000 Penalty: 5364.911133
	Iteration 13Q: 3 clusters Score -9023789 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -9024913.000000 Penalty: 5364.911133
	Iteration 14Q: 3 clusters Score -9024913 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -9025776.000000 Penalty: 5364.911133
	Iteration 15Q: 3 clusters Score -9025776 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -9026306.000000 Penalty: 5364.911133
	Iteration 16Q: 3 clusters Score -9026306 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -9026912.000000 Penalty: 5364.911133
	Iteration 17Q: 3 clusters Score -9026912 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -9027450.000000 Penalty: 5364.911133
	Iteration 18Q: 3 clusters Score -9027450 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9027839.000000 Penalty: 5364.911133
	Iteration 19Q: 3 clusters Score -9027839 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9028086.000000 Penalty: 5364.911133
	Iteration 20F: 3 clusters Score -9028086 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9028306.000000 Penalty: 5364.911133
	Iteration 21Q: 3 clusters Score -9028306 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9028505.000000 Penalty: 5364.911133
	Iteration 22Q: 3 clusters Score -9028505 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9028626.000000 Penalty: 5364.911133
	Iteration 23Q: 3 clusters Score -9028626 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9028731.000000 Penalty: 5364.911133
	Iteration 24Q: 3 clusters Score -9028731 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9028806.000000 Penalty: 5364.911133
	Iteration 25Q: 3 clusters Score -9028806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9028861.000000 Penalty: 5364.911133
	Iteration 26Q: 3 clusters Score -9028861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9028924.000000 Penalty: 5364.911133
	Iteration 27Q: 3 clusters Score -9028924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9028946.000000 Penalty: 5364.911133
	Iteration 28Q: 3 clusters Score -9028946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9028988.000000 Penalty: 5364.911133
	Iteration 29Q: 3 clusters Score -9028988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9029018.000000 Penalty: 5364.911133
	Iteration 30Q: 3 clusters Score -9029018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9029081.000000 Penalty: 5364.911133
	Iteration 31Q: 3 clusters Score -9029081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9029122.000000 Penalty: 5364.911133
	Iteration 32Q: 3 clusters Score -9029122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9029168.000000 Penalty: 5364.911133
	Iteration 33Q: 3 clusters Score -9029168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9029207.000000 Penalty: 5364.911133
	Iteration 34Q: 3 clusters Score -9029207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9029230.000000 Penalty: 5364.911133
	Iteration 35Q: 3 clusters Score -9029230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9029253.000000 Penalty: 5364.911133
	Iteration 36Q: 3 clusters Score -9029253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9029275.000000 Penalty: 5364.911133
	Iteration 37Q: 3 clusters Score -9029275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9029285.000000 Penalty: 5364.911133
	Iteration 38Q: 3 clusters Score -9029285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9029291.000000 Penalty: 5364.911133
	Iteration 39Q: 3 clusters Score -9029291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9029314.000000 Penalty: 5364.911133
	Iteration 40F: 3 clusters Score -9029314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9029343.000000 Penalty: 5364.911133
	Iteration 41Q: 3 clusters Score -9029343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9029359.000000 Penalty: 5364.911133
	Iteration 42Q: 3 clusters Score -9029359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9029385.000000 Penalty: 5364.911133
	Iteration 43Q: 3 clusters Score -9029385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9029395.000000 Penalty: 5364.911133
	Iteration 44Q: 3 clusters Score -9029395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9029418.000000 Penalty: 5364.911133
	Iteration 45Q: 3 clusters Score -9029418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9029446.000000 Penalty: 5364.911133
	Iteration 46Q: 3 clusters Score -9029446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9029473.000000 Penalty: 5364.911133
	Iteration 47Q: 3 clusters Score -9029473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9029506.000000 Penalty: 5364.911133
	Iteration 48Q: 3 clusters Score -9029506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9029536.000000 Penalty: 5364.911133
	Iteration 49Q: 3 clusters Score -9029536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9029562.000000 Penalty: 5364.911133
	Iteration 50Q: 3 clusters Score -9029562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9029580.000000 Penalty: 5364.911133
	Iteration 51Q: 3 clusters Score -9029580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9029615.000000 Penalty: 5364.911133
	Iteration 52Q: 3 clusters Score -9029615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9029663.000000 Penalty: 5364.911133
	Iteration 53Q: 3 clusters Score -9029663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9029722.000000 Penalty: 5364.911133
	Iteration 54Q: 3 clusters Score -9029722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9029741.000000 Penalty: 5364.911133
	Iteration 55Q: 3 clusters Score -9029741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9029787.000000 Penalty: 5364.911133
	Iteration 56Q: 3 clusters Score -9029787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9029832.000000 Penalty: 5364.911133
	Iteration 57Q: 3 clusters Score -9029832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9029859.000000 Penalty: 5364.911133
	Iteration 58Q: 3 clusters Score -9029859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9029891.000000 Penalty: 5364.911133
	Iteration 59Q: 3 clusters Score -9029891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9029934.000000 Penalty: 5364.911133
	Iteration 60F: 3 clusters Score -9029934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9029959.000000 Penalty: 5364.911133
	Iteration 61Q: 3 clusters Score -9029959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9029992.000000 Penalty: 5364.911133
	Iteration 62Q: 3 clusters Score -9029992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9030028.000000 Penalty: 5364.911133
	Iteration 63Q: 3 clusters Score -9030028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9030073.000000 Penalty: 5364.911133
	Iteration 64Q: 3 clusters Score -9030073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9030142.000000 Penalty: 5364.911133
	Iteration 65Q: 3 clusters Score -9030142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9030200.000000 Penalty: 5364.911133
	Iteration 66Q: 3 clusters Score -9030200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9030262.000000 Penalty: 5364.911133
	Iteration 67Q: 3 clusters Score -9030262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9030331.000000 Penalty: 5364.911133
	Iteration 68Q: 3 clusters Score -9030331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9030396.000000 Penalty: 5364.911133
	Iteration 69Q: 3 clusters Score -9030396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9030446.000000 Penalty: 5364.911133
	Iteration 70Q: 3 clusters Score -9030446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9030479.000000 Penalty: 5364.911133
	Iteration 71Q: 3 clusters Score -9030479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9030497.000000 Penalty: 5364.911133
	Iteration 72Q: 3 clusters Score -9030497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9030509.000000 Penalty: 5364.911133
	Iteration 73Q: 3 clusters Score -9030509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9030520.000000 Penalty: 5364.911133
	Iteration 74Q: 3 clusters Score -9030520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9030528.000000 Penalty: 5364.911133
	Iteration 75Q: 3 clusters Score -9030528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9030550.000000 Penalty: 5364.911133
	Iteration 76Q: 3 clusters Score -9030550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9030565.000000 Penalty: 5364.911133
	Iteration 77Q: 3 clusters Score -9030565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9030586.000000 Penalty: 5364.911133
	Iteration 78Q: 3 clusters Score -9030586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9030616.000000 Penalty: 5364.911133
	Iteration 79Q: 3 clusters Score -9030616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9030631.000000 Penalty: 5364.911133
	Iteration 80F: 3 clusters Score -9030631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9030647.000000 Penalty: 5364.911133
	Iteration 81Q: 3 clusters Score -9030647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9030667.000000 Penalty: 5364.911133
	Iteration 82Q: 3 clusters Score -9030667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9030682.000000 Penalty: 5364.911133
	Iteration 83Q: 3 clusters Score -9030682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9030682.000000 Penalty: 5364.911133
	Iteration 84F: 3 clusters Score -9030682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 27519 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41246 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56246 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50388 members 
Mstep: Class 20 contains 50010 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45685 members 
Mstep: Class 32 contains 44365 members 
Mstep: Class 33 contains 52193 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49600 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 229 members 
Entering Unmasked Estep 
Score: -196411696.000000 Penalty: 131281.953125
Splitting cluster 36 changes total score from -196412576.000000 to -196411696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -163086.796875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -163086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -161131.765625 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -161131.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161722.109375 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -161722.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162081.625000 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -162081.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162260.656250 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -162260.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -162393.625000 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -162393.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -162475.921875 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -162475.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -162546.281250 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -162546.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162591.921875 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -162591.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162618.031250 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -162618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162645.062500 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -162645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162657.562500 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -162657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162666.843750 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -162666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162686.359375 Penalty: 3493.840332
	Iteration 12Q: 3 clusters Score -162686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162700.078125 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -162700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162704.781250 Penalty: 3493.840332
	Iteration 14Q: 3 clusters Score -162704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -162706.687500 Penalty: 3493.840332
	Iteration 15Q: 3 clusters Score -162706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162708.093750 Penalty: 3493.840332
	Iteration 16Q: 3 clusters Score -162708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -162709.484375 Penalty: 3493.840332
	Iteration 17Q: 3 clusters Score -162709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -162709.484375 Penalty: 3493.840332
	Iteration 18F: 3 clusters Score -162709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 46887 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 27519 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41246 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56246 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50388 members 
Mstep: Class 20 contains 50010 members 
Mstep: Class 21 contains 43374 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50371 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45685 members 
Mstep: Class 32 contains 44365 members 
Mstep: Class 33 contains 52193 members 
Mstep: Class 34 contains 45698 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49829 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412512.000000 Penalty: 127827.164062
Iteration 279Q: 38 clusters Score -1.964125e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 46939 members 
Mstep: Class 3 contains 23453 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55505 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 24241 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 41242 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 51206 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56315 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 50400 members 
Mstep: Class 20 contains 49948 members 
Mstep: Class 21 contains 43397 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44344 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14353 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48094 members 
Mstep: Class 29 contains 50364 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45643 members 
Mstep: Class 32 contains 44362 members 
Mstep: Class 33 contains 52187 members 
Mstep: Class 34 contains 45693 members 
Mstep: Class 35 contains 46667 members 
Mstep: Class 36 contains 49814 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412448.000000 Penalty: 127827.164062
Iteration 280F: 38 clusters Score -1.964124e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 46999 members 
Mstep: Class 3 contains 23447 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55489 members 
Mstep: Class 6 contains 27510 members 
Mstep: Class 7 contains 24234 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 41241 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51210 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 42440 members 
Mstep: Class 17 contains 56376 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 50409 members 
Mstep: Class 20 contains 49865 members 
Mstep: Class 21 contains 43414 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44334 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14354 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48080 members 
Mstep: Class 29 contains 50379 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45615 members 
Mstep: Class 32 contains 44366 members 
Mstep: Class 33 contains 52189 members 
Mstep: Class 34 contains 45682 members 
Mstep: Class 35 contains 46664 members 
Mstep: Class 36 contains 49806 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412352.000000 Penalty: 127827.164062
Iteration 281Q: 38 clusters Score -1.964124e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 47075 members 
Mstep: Class 3 contains 23438 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55477 members 
Mstep: Class 6 contains 27494 members 
Mstep: Class 7 contains 24226 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 9 contains 41238 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51217 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 42437 members 
Mstep: Class 17 contains 56427 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 50422 members 
Mstep: Class 20 contains 49811 members 
Mstep: Class 21 contains 43439 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44324 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 14342 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48080 members 
Mstep: Class 29 contains 50382 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45571 members 
Mstep: Class 32 contains 44385 members 
Mstep: Class 33 contains 52189 members 
Mstep: Class 34 contains 45676 members 
Mstep: Class 35 contains 46643 members 
Mstep: Class 36 contains 49798 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412256.000000 Penalty: 127827.164062
Iteration 282Q: 38 clusters Score -1.964123e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 47143 members 
Mstep: Class 3 contains 23430 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55465 members 
Mstep: Class 6 contains 27493 members 
Mstep: Class 7 contains 24220 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 41236 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 51211 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 42435 members 
Mstep: Class 17 contains 56492 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 50446 members 
Mstep: Class 20 contains 49762 members 
Mstep: Class 21 contains 43443 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44305 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14341 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48076 members 
Mstep: Class 29 contains 50377 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45535 members 
Mstep: Class 32 contains 44375 members 
Mstep: Class 33 contains 52188 members 
Mstep: Class 34 contains 45676 members 
Mstep: Class 35 contains 46620 members 
Mstep: Class 36 contains 49791 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412432.000000 Penalty: 127827.164062
Iteration 283Q: 38 clusters Score -1.964124e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 47209 members 
Mstep: Class 3 contains 23418 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 55470 members 
Mstep: Class 6 contains 27493 members 
Mstep: Class 7 contains 24218 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 41232 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 51210 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 42435 members 
Mstep: Class 17 contains 56570 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 50460 members 
Mstep: Class 20 contains 49716 members 
Mstep: Class 21 contains 43461 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44295 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14332 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48075 members 
Mstep: Class 29 contains 50372 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45489 members 
Mstep: Class 32 contains 44362 members 
Mstep: Class 33 contains 52183 members 
Mstep: Class 34 contains 45679 members 
Mstep: Class 35 contains 46598 members 
Mstep: Class 36 contains 49767 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412336.000000 Penalty: 127827.164062
Iteration 284Q: 38 clusters Score -1.964123e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 47274 members 
Mstep: Class 3 contains 23412 members 
Mstep: Class 4 contains 49082 members 
Mstep: Class 5 contains 55479 members 
Mstep: Class 6 contains 27494 members 
Mstep: Class 7 contains 24217 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 41233 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 51205 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 42435 members 
Mstep: Class 17 contains 56637 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 50431 members 
Mstep: Class 20 contains 49687 members 
Mstep: Class 21 contains 43477 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44285 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14328 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48064 members 
Mstep: Class 29 contains 50381 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45446 members 
Mstep: Class 32 contains 44332 members 
Mstep: Class 33 contains 52185 members 
Mstep: Class 34 contains 45689 members 
Mstep: Class 35 contains 46578 members 
Mstep: Class 36 contains 49761 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412272.000000 Penalty: 127827.164062
Iteration 285Q: 38 clusters Score -1.964123e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 47351 members 
Mstep: Class 3 contains 23404 members 
Mstep: Class 4 contains 49082 members 
Mstep: Class 5 contains 55471 members 
Mstep: Class 6 contains 27493 members 
Mstep: Class 7 contains 24208 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 41229 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 51208 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17171 members 
Mstep: Class 16 contains 42436 members 
Mstep: Class 17 contains 56704 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 50406 members 
Mstep: Class 20 contains 49690 members 
Mstep: Class 21 contains 43480 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44268 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14328 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48060 members 
Mstep: Class 29 contains 50404 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45418 members 
Mstep: Class 32 contains 44280 members 
Mstep: Class 33 contains 52196 members 
Mstep: Class 34 contains 45683 members 
Mstep: Class 35 contains 46553 members 
Mstep: Class 36 contains 49753 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412448.000000 Penalty: 127827.164062
Iteration 286Q: 38 clusters Score -1.964124e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 47432 members 
Mstep: Class 3 contains 23393 members 
Mstep: Class 4 contains 49082 members 
Mstep: Class 5 contains 55471 members 
Mstep: Class 6 contains 27502 members 
Mstep: Class 7 contains 24198 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 41224 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 51190 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17169 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 56766 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 50380 members 
Mstep: Class 20 contains 49676 members 
Mstep: Class 21 contains 43495 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44272 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14322 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48050 members 
Mstep: Class 29 contains 50426 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45401 members 
Mstep: Class 32 contains 44228 members 
Mstep: Class 33 contains 52188 members 
Mstep: Class 34 contains 45684 members 
Mstep: Class 35 contains 46528 members 
Mstep: Class 36 contains 49747 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412384.000000 Penalty: 127827.164062
Iteration 287Q: 38 clusters Score -1.964124e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 47508 members 
Mstep: Class 3 contains 23375 members 
Mstep: Class 4 contains 49083 members 
Mstep: Class 5 contains 55468 members 
Mstep: Class 6 contains 27506 members 
Mstep: Class 7 contains 24187 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41216 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 51189 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17171 members 
Mstep: Class 16 contains 42441 members 
Mstep: Class 17 contains 56818 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 50358 members 
Mstep: Class 20 contains 49672 members 
Mstep: Class 21 contains 43511 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44291 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14326 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48041 members 
Mstep: Class 29 contains 50433 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45368 members 
Mstep: Class 32 contains 44184 members 
Mstep: Class 33 contains 52178 members 
Mstep: Class 34 contains 45672 members 
Mstep: Class 35 contains 46510 members 
Mstep: Class 36 contains 49743 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412240.000000 Penalty: 127827.164062
Iteration 288Q: 38 clusters Score -1.964122e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 47594 members 
Mstep: Class 3 contains 23365 members 
Mstep: Class 4 contains 49082 members 
Mstep: Class 5 contains 55466 members 
Mstep: Class 6 contains 27515 members 
Mstep: Class 7 contains 24178 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41206 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51196 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17174 members 
Mstep: Class 16 contains 42442 members 
Mstep: Class 17 contains 56877 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 50338 members 
Mstep: Class 20 contains 49654 members 
Mstep: Class 21 contains 43532 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44293 members 
Mstep: Class 24 contains 10848 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14329 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48023 members 
Mstep: Class 29 contains 50433 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45357 members 
Mstep: Class 32 contains 44131 members 
Mstep: Class 33 contains 52171 members 
Mstep: Class 34 contains 45660 members 
Mstep: Class 35 contains 46480 members 
Mstep: Class 36 contains 49742 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411824.000000 Penalty: 127827.164062
Iteration 289Q: 38 clusters Score -1.964118e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 47683 members 
Mstep: Class 3 contains 23355 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 55464 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 24168 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41193 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 42442 members 
Mstep: Class 17 contains 56933 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 50340 members 
Mstep: Class 20 contains 49641 members 
Mstep: Class 21 contains 43545 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44293 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14326 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48013 members 
Mstep: Class 29 contains 50439 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45348 members 
Mstep: Class 32 contains 44057 members 
Mstep: Class 33 contains 52168 members 
Mstep: Class 34 contains 45650 members 
Mstep: Class 35 contains 46468 members 
Mstep: Class 36 contains 49745 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411920.000000 Penalty: 127827.164062
Iteration 290Q: 38 clusters Score -1.964119e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 47755 members 
Mstep: Class 3 contains 23349 members 
Mstep: Class 4 contains 49083 members 
Mstep: Class 5 contains 55464 members 
Mstep: Class 6 contains 27511 members 
Mstep: Class 7 contains 24158 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41186 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51181 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42442 members 
Mstep: Class 17 contains 56980 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 49648 members 
Mstep: Class 21 contains 43562 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44290 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14337 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48008 members 
Mstep: Class 29 contains 50441 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45330 members 
Mstep: Class 32 contains 43992 members 
Mstep: Class 33 contains 52157 members 
Mstep: Class 34 contains 45632 members 
Mstep: Class 35 contains 46452 members 
Mstep: Class 36 contains 49739 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411872.000000 Penalty: 127827.164062
Iteration 291Q: 38 clusters Score -1.964119e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 47819 members 
Mstep: Class 3 contains 23337 members 
Mstep: Class 4 contains 49082 members 
Mstep: Class 5 contains 55466 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 24146 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41187 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51184 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42441 members 
Mstep: Class 17 contains 57016 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 50337 members 
Mstep: Class 20 contains 49658 members 
Mstep: Class 21 contains 43578 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44292 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14348 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48003 members 
Mstep: Class 29 contains 50443 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45327 members 
Mstep: Class 32 contains 43919 members 
Mstep: Class 33 contains 52153 members 
Mstep: Class 34 contains 45621 members 
Mstep: Class 35 contains 46445 members 
Mstep: Class 36 contains 49731 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411728.000000 Penalty: 127827.164062
Iteration 292Q: 38 clusters Score -1.964117e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 47882 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 4 contains 49085 members 
Mstep: Class 5 contains 55461 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 24138 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41183 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51171 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 16 contains 42441 members 
Mstep: Class 17 contains 57050 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 50338 members 
Mstep: Class 20 contains 49656 members 
Mstep: Class 21 contains 43600 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44291 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48000 members 
Mstep: Class 29 contains 50450 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45322 members 
Mstep: Class 32 contains 43847 members 
Mstep: Class 33 contains 52160 members 
Mstep: Class 34 contains 45609 members 
Mstep: Class 35 contains 46441 members 
Mstep: Class 36 contains 49726 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411968.000000 Penalty: 127827.164062
Iteration 293Q: 38 clusters Score -1.96412e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 47948 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 55447 members 
Mstep: Class 6 contains 27515 members 
Mstep: Class 7 contains 24135 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41177 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51153 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17177 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 57050 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 50335 members 
Mstep: Class 20 contains 49679 members 
Mstep: Class 21 contains 43622 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44294 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14359 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48000 members 
Mstep: Class 29 contains 50466 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45317 members 
Mstep: Class 32 contains 43781 members 
Mstep: Class 33 contains 52148 members 
Mstep: Class 34 contains 45597 members 
Mstep: Class 35 contains 46440 members 
Mstep: Class 36 contains 49710 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412352.000000 Penalty: 127827.164062
Iteration 294Q: 38 clusters Score -1.964124e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 47999 members 
Mstep: Class 3 contains 23306 members 
Mstep: Class 4 contains 49080 members 
Mstep: Class 5 contains 55444 members 
Mstep: Class 6 contains 27517 members 
Mstep: Class 7 contains 24130 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41171 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51158 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17173 members 
Mstep: Class 16 contains 42444 members 
Mstep: Class 17 contains 57047 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 50336 members 
Mstep: Class 20 contains 49703 members 
Mstep: Class 21 contains 43648 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44293 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14375 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 47999 members 
Mstep: Class 29 contains 50470 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45305 members 
Mstep: Class 32 contains 43736 members 
Mstep: Class 33 contains 52141 members 
Mstep: Class 34 contains 45593 members 
Mstep: Class 35 contains 46437 members 
Mstep: Class 36 contains 49676 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412176.000000 Penalty: 127827.164062
Iteration 295Q: 38 clusters Score -1.964122e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 48046 members 
Mstep: Class 3 contains 23290 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 55447 members 
Mstep: Class 6 contains 27515 members 
Mstep: Class 7 contains 24127 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41161 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51165 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17174 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 57025 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 50330 members 
Mstep: Class 20 contains 49727 members 
Mstep: Class 21 contains 43666 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44288 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14381 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 47996 members 
Mstep: Class 29 contains 50469 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45300 members 
Mstep: Class 32 contains 43721 members 
Mstep: Class 33 contains 52127 members 
Mstep: Class 34 contains 45588 members 
Mstep: Class 35 contains 46437 members 
Mstep: Class 36 contains 49660 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412128.000000 Penalty: 127827.164062
Iteration 296Q: 38 clusters Score -1.964121e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 48084 members 
Mstep: Class 3 contains 23284 members 
Mstep: Class 4 contains 49083 members 
Mstep: Class 5 contains 55447 members 
Mstep: Class 6 contains 27518 members 
Mstep: Class 7 contains 24122 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41156 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51161 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17173 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 57031 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 50326 members 
Mstep: Class 20 contains 49742 members 
Mstep: Class 21 contains 43678 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44274 members 
Mstep: Class 24 contains 10840 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14383 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48000 members 
Mstep: Class 29 contains 50478 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 45277 members 
Mstep: Class 32 contains 43711 members 
Mstep: Class 33 contains 52128 members 
Mstep: Class 34 contains 45571 members 
Mstep: Class 35 contains 46428 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 297Q: 38 clusters Score -1.964121e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 48126 members 
Mstep: Class 3 contains 23279 members 
Mstep: Class 4 contains 49084 members 
Mstep: Class 5 contains 55442 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 24118 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41152 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51169 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17169 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 57023 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 50332 members 
Mstep: Class 20 contains 49746 members 
Mstep: Class 21 contains 43682 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44269 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14385 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48004 members 
Mstep: Class 29 contains 50479 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45266 members 
Mstep: Class 32 contains 43695 members 
Mstep: Class 33 contains 52121 members 
Mstep: Class 34 contains 45556 members 
Mstep: Class 35 contains 46429 members 
Mstep: Class 36 contains 49658 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411904.000000 Penalty: 127827.164062
Iteration 298Q: 38 clusters Score -1.964119e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 48173 members 
Mstep: Class 3 contains 23277 members 
Mstep: Class 4 contains 49087 members 
Mstep: Class 5 contains 55431 members 
Mstep: Class 6 contains 27509 members 
Mstep: Class 7 contains 24116 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41149 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51168 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17166 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 57013 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 50331 members 
Mstep: Class 20 contains 49751 members 
Mstep: Class 21 contains 43696 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44270 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14387 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48010 members 
Mstep: Class 29 contains 50475 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45258 members 
Mstep: Class 32 contains 43685 members 
Mstep: Class 33 contains 52119 members 
Mstep: Class 34 contains 45547 members 
Mstep: Class 35 contains 46414 members 
Mstep: Class 36 contains 49656 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412000.000000 Penalty: 127827.164062
Iteration 299Q: 38 clusters Score -1.96412e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 48226 members 
Mstep: Class 3 contains 23274 members 
Mstep: Class 4 contains 49093 members 
Mstep: Class 5 contains 55427 members 
Mstep: Class 6 contains 27501 members 
Mstep: Class 7 contains 24110 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41143 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51161 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 17170 members 
Mstep: Class 16 contains 42447 members 
Mstep: Class 17 contains 56995 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 50330 members 
Mstep: Class 20 contains 49753 members 
Mstep: Class 21 contains 43714 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44274 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14392 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48013 members 
Mstep: Class 29 contains 50474 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45250 members 
Mstep: Class 32 contains 43690 members 
Mstep: Class 33 contains 52119 members 
Mstep: Class 34 contains 45531 members 
Mstep: Class 35 contains 46403 members 
Mstep: Class 36 contains 49646 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411760.000000 Penalty: 127827.164062
Iteration 300F: 38 clusters Score -1.964118e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 48268 members 
Mstep: Class 3 contains 23270 members 
Mstep: Class 4 contains 49096 members 
Mstep: Class 5 contains 55429 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 24105 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41139 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 51166 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17170 members 
Mstep: Class 16 contains 42447 members 
Mstep: Class 17 contains 56988 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 50324 members 
Mstep: Class 20 contains 49743 members 
Mstep: Class 21 contains 43734 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44270 members 
Mstep: Class 24 contains 10840 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14390 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48016 members 
Mstep: Class 29 contains 50467 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45244 members 
Mstep: Class 32 contains 43694 members 
Mstep: Class 33 contains 52115 members 
Mstep: Class 34 contains 45525 members 
Mstep: Class 35 contains 46394 members 
Mstep: Class 36 contains 49637 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411936.000000 Penalty: 127827.164062
Iteration 301Q: 38 clusters Score -1.964119e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 48311 members 
Mstep: Class 3 contains 23266 members 
Mstep: Class 4 contains 49101 members 
Mstep: Class 5 contains 55429 members 
Mstep: Class 6 contains 27498 members 
Mstep: Class 7 contains 24104 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41134 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 51171 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17169 members 
Mstep: Class 16 contains 42449 members 
Mstep: Class 17 contains 56977 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 50310 members 
Mstep: Class 20 contains 49725 members 
Mstep: Class 21 contains 43739 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44281 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14386 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48015 members 
Mstep: Class 29 contains 50466 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45234 members 
Mstep: Class 32 contains 43712 members 
Mstep: Class 33 contains 52116 members 
Mstep: Class 34 contains 45520 members 
Mstep: Class 35 contains 46389 members 
Mstep: Class 36 contains 49630 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411744.000000 Penalty: 127827.164062
Iteration 302Q: 38 clusters Score -1.964117e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 48347 members 
Mstep: Class 3 contains 23257 members 
Mstep: Class 4 contains 49103 members 
Mstep: Class 5 contains 55437 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 24097 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41131 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 51170 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17171 members 
Mstep: Class 16 contains 42450 members 
Mstep: Class 17 contains 56979 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 50309 members 
Mstep: Class 20 contains 49718 members 
Mstep: Class 21 contains 43757 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44286 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14384 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48018 members 
Mstep: Class 29 contains 50464 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45218 members 
Mstep: Class 32 contains 43704 members 
Mstep: Class 33 contains 52112 members 
Mstep: Class 34 contains 45508 members 
Mstep: Class 35 contains 46386 members 
Mstep: Class 36 contains 49627 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411760.000000 Penalty: 127827.164062
Iteration 303Q: 38 clusters Score -1.964118e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 48373 members 
Mstep: Class 3 contains 23251 members 
Mstep: Class 4 contains 49102 members 
Mstep: Class 5 contains 55433 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 24091 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 41130 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 42453 members 
Mstep: Class 17 contains 56986 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 50309 members 
Mstep: Class 20 contains 49699 members 
Mstep: Class 21 contains 43773 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44280 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14388 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48019 members 
Mstep: Class 29 contains 50467 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45214 members 
Mstep: Class 32 contains 43708 members 
Mstep: Class 33 contains 52108 members 
Mstep: Class 34 contains 45504 members 
Mstep: Class 35 contains 46380 members 
Mstep: Class 36 contains 49614 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411856.000000 Penalty: 127827.164062
Iteration 304Q: 38 clusters Score -1.964119e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 48399 members 
Mstep: Class 3 contains 23249 members 
Mstep: Class 4 contains 49101 members 
Mstep: Class 5 contains 55431 members 
Mstep: Class 6 contains 27501 members 
Mstep: Class 7 contains 24087 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41129 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 51187 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 42455 members 
Mstep: Class 17 contains 56991 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 50305 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 43794 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44275 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14391 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48015 members 
Mstep: Class 29 contains 50470 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45193 members 
Mstep: Class 32 contains 43724 members 
Mstep: Class 33 contains 52108 members 
Mstep: Class 34 contains 45496 members 
Mstep: Class 35 contains 46372 members 
Mstep: Class 36 contains 49625 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411968.000000 Penalty: 127827.164062
Iteration 305Q: 38 clusters Score -1.96412e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 48421 members 
Mstep: Class 3 contains 23245 members 
Mstep: Class 4 contains 49100 members 
Mstep: Class 5 contains 55431 members 
Mstep: Class 6 contains 27502 members 
Mstep: Class 7 contains 24082 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41128 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 51189 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17170 members 
Mstep: Class 16 contains 42452 members 
Mstep: Class 17 contains 57004 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 50300 members 
Mstep: Class 20 contains 49635 members 
Mstep: Class 21 contains 43803 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44282 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14390 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48017 members 
Mstep: Class 29 contains 50468 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45179 members 
Mstep: Class 32 contains 43746 members 
Mstep: Class 33 contains 52114 members 
Mstep: Class 34 contains 45491 members 
Mstep: Class 35 contains 46363 members 
Mstep: Class 36 contains 49634 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412128.000000 Penalty: 127827.164062
Iteration 306Q: 38 clusters Score -1.964121e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 48434 members 
Mstep: Class 3 contains 23243 members 
Mstep: Class 4 contains 49098 members 
Mstep: Class 5 contains 55433 members 
Mstep: Class 6 contains 27505 members 
Mstep: Class 7 contains 24081 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41128 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 51186 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17167 members 
Mstep: Class 16 contains 42454 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 50288 members 
Mstep: Class 20 contains 49598 members 
Mstep: Class 21 contains 43829 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44281 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14395 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48017 members 
Mstep: Class 29 contains 50475 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45169 members 
Mstep: Class 32 contains 43761 members 
Mstep: Class 33 contains 52108 members 
Mstep: Class 34 contains 45485 members 
Mstep: Class 35 contains 46351 members 
Mstep: Class 36 contains 49633 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 307Q: 38 clusters Score -1.964121e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 48440 members 
Mstep: Class 3 contains 23233 members 
Mstep: Class 4 contains 49098 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 24077 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41130 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51193 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 42454 members 
Mstep: Class 17 contains 57063 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 50285 members 
Mstep: Class 20 contains 49572 members 
Mstep: Class 21 contains 43837 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44281 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14395 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48012 members 
Mstep: Class 29 contains 50481 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45162 members 
Mstep: Class 32 contains 43772 members 
Mstep: Class 33 contains 52104 members 
Mstep: Class 34 contains 45473 members 
Mstep: Class 35 contains 46338 members 
Mstep: Class 36 contains 49641 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412016.000000 Penalty: 127827.164062
Iteration 308Q: 38 clusters Score -1.96412e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 48443 members 
Mstep: Class 3 contains 23223 members 
Mstep: Class 4 contains 49097 members 
Mstep: Class 5 contains 55439 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41129 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 51196 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17160 members 
Mstep: Class 16 contains 42452 members 
Mstep: Class 17 contains 57106 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 50286 members 
Mstep: Class 20 contains 49556 members 
Mstep: Class 21 contains 43862 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44283 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14398 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48013 members 
Mstep: Class 29 contains 50477 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45152 members 
Mstep: Class 32 contains 43779 members 
Mstep: Class 33 contains 52096 members 
Mstep: Class 34 contains 45468 members 
Mstep: Class 35 contains 46323 members 
Mstep: Class 36 contains 49630 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411936.000000 Penalty: 127827.164062
Iteration 309Q: 38 clusters Score -1.964119e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 48454 members 
Mstep: Class 3 contains 23220 members 
Mstep: Class 4 contains 49094 members 
Mstep: Class 5 contains 55438 members 
Mstep: Class 6 contains 27504 members 
Mstep: Class 7 contains 24069 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41123 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 51193 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 42455 members 
Mstep: Class 17 contains 57153 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 50288 members 
Mstep: Class 20 contains 49543 members 
Mstep: Class 21 contains 43880 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44277 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48010 members 
Mstep: Class 29 contains 50479 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45138 members 
Mstep: Class 32 contains 43768 members 
Mstep: Class 33 contains 52097 members 
Mstep: Class 34 contains 45464 members 
Mstep: Class 35 contains 46311 members 
Mstep: Class 36 contains 49624 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412336.000000 Penalty: 127827.164062
Iteration 310Q: 38 clusters Score -1.964123e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 48453 members 
Mstep: Class 3 contains 23209 members 
Mstep: Class 4 contains 49093 members 
Mstep: Class 5 contains 55436 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 24062 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41126 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51184 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 42456 members 
Mstep: Class 17 contains 57201 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 50292 members 
Mstep: Class 20 contains 49534 members 
Mstep: Class 21 contains 43892 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44279 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48009 members 
Mstep: Class 29 contains 50483 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45125 members 
Mstep: Class 32 contains 43768 members 
Mstep: Class 33 contains 52100 members 
Mstep: Class 34 contains 45454 members 
Mstep: Class 35 contains 46297 members 
Mstep: Class 36 contains 49617 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412176.000000 Penalty: 127827.164062
Iteration 311Q: 38 clusters Score -1.964122e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 48453 members 
Mstep: Class 3 contains 23212 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55429 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 24054 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41125 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51192 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17160 members 
Mstep: Class 16 contains 42457 members 
Mstep: Class 17 contains 57252 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 50297 members 
Mstep: Class 20 contains 49529 members 
Mstep: Class 21 contains 43895 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44270 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48013 members 
Mstep: Class 29 contains 50480 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45113 members 
Mstep: Class 32 contains 43748 members 
Mstep: Class 33 contains 52101 members 
Mstep: Class 34 contains 45446 members 
Mstep: Class 35 contains 46292 members 
Mstep: Class 36 contains 49622 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412256.000000 Penalty: 127827.164062
Iteration 312Q: 38 clusters Score -1.964123e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 48454 members 
Mstep: Class 3 contains 23205 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55429 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 24050 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41122 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51186 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17156 members 
Mstep: Class 16 contains 42457 members 
Mstep: Class 17 contains 57284 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 50300 members 
Mstep: Class 20 contains 49521 members 
Mstep: Class 21 contains 43910 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44277 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14406 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48009 members 
Mstep: Class 29 contains 50483 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45094 members 
Mstep: Class 32 contains 43744 members 
Mstep: Class 33 contains 52100 members 
Mstep: Class 34 contains 45439 members 
Mstep: Class 35 contains 46281 members 
Mstep: Class 36 contains 49627 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412304.000000 Penalty: 127827.164062
Iteration 313Q: 38 clusters Score -1.964123e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 48460 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55433 members 
Mstep: Class 6 contains 27509 members 
Mstep: Class 7 contains 24045 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 16056 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 51200 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 42453 members 
Mstep: Class 17 contains 57311 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50317 members 
Mstep: Class 20 contains 49495 members 
Mstep: Class 21 contains 43930 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44272 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48005 members 
Mstep: Class 29 contains 50485 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45082 members 
Mstep: Class 32 contains 43749 members 
Mstep: Class 33 contains 52108 members 
Mstep: Class 34 contains 45430 members 
Mstep: Class 35 contains 46269 members 
Mstep: Class 36 contains 49611 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412336.000000 Penalty: 127827.164062
Iteration 314Q: 38 clusters Score -1.964123e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 48460 members 
Mstep: Class 3 contains 23187 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55443 members 
Mstep: Class 6 contains 27509 members 
Mstep: Class 7 contains 24047 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41120 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 51209 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 42450 members 
Mstep: Class 17 contains 57343 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 50325 members 
Mstep: Class 20 contains 49459 members 
Mstep: Class 21 contains 43952 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44254 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48004 members 
Mstep: Class 29 contains 50484 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45068 members 
Mstep: Class 32 contains 43759 members 
Mstep: Class 33 contains 52107 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 46261 members 
Mstep: Class 36 contains 49609 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412208.000000 Penalty: 127827.164062
Iteration 315Q: 38 clusters Score -1.964122e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 48468 members 
Mstep: Class 3 contains 23179 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55437 members 
Mstep: Class 6 contains 27511 members 
Mstep: Class 7 contains 24044 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41115 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51203 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17156 members 
Mstep: Class 16 contains 42448 members 
Mstep: Class 17 contains 57369 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 50331 members 
Mstep: Class 20 contains 49444 members 
Mstep: Class 21 contains 43973 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44243 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14399 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48006 members 
Mstep: Class 29 contains 50495 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45054 members 
Mstep: Class 32 contains 43750 members 
Mstep: Class 33 contains 52106 members 
Mstep: Class 34 contains 45433 members 
Mstep: Class 35 contains 46262 members 
Mstep: Class 36 contains 49609 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412512.000000 Penalty: 127827.164062
Iteration 316Q: 38 clusters Score -1.964125e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 48476 members 
Mstep: Class 3 contains 23172 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55436 members 
Mstep: Class 6 contains 27511 members 
Mstep: Class 7 contains 24043 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51193 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 42447 members 
Mstep: Class 17 contains 57390 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 50344 members 
Mstep: Class 20 contains 49423 members 
Mstep: Class 21 contains 43988 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44235 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14398 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48013 members 
Mstep: Class 29 contains 50498 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45052 members 
Mstep: Class 32 contains 43753 members 
Mstep: Class 33 contains 52099 members 
Mstep: Class 34 contains 45434 members 
Mstep: Class 35 contains 46253 members 
Mstep: Class 36 contains 49612 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412320.000000 Penalty: 127827.164062
Iteration 317Q: 38 clusters Score -1.964123e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 48480 members 
Mstep: Class 3 contains 23170 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 27511 members 
Mstep: Class 7 contains 24042 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51186 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17150 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 57432 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50372 members 
Mstep: Class 20 contains 49409 members 
Mstep: Class 21 contains 44008 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44220 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14395 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48012 members 
Mstep: Class 29 contains 50506 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45041 members 
Mstep: Class 32 contains 43743 members 
Mstep: Class 33 contains 52091 members 
Mstep: Class 34 contains 45436 members 
Mstep: Class 35 contains 46240 members 
Mstep: Class 36 contains 49599 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412336.000000 Penalty: 127827.164062
Iteration 318Q: 38 clusters Score -1.964123e+08 nChanged 369
Entering ConstructFrom: 
Score: -196412336.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (49382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Entering Unmasked Estep 
Score: -8825030.000000 Penalty: 2680.220703
	Iteration 0F: 2 clusters Score -8825030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -8794403.000000 Penalty: 5360.441406
	Iteration 0F: 3 clusters Score -8794403 nChanged 22893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -8807460.000000 Penalty: 5360.441406
	Iteration 1F: 3 clusters Score -8807460 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -8808112.000000 Penalty: 5360.441406
	Iteration 2Q: 3 clusters Score -8808112 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -8808910.000000 Penalty: 5360.441406
	Iteration 3Q: 3 clusters Score -8808910 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8809753.000000 Penalty: 5360.441406
	Iteration 4Q: 3 clusters Score -8809753 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8810617.000000 Penalty: 5360.441406
	Iteration 5Q: 3 clusters Score -8810617 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -8811674.000000 Penalty: 5360.441406
	Iteration 6Q: 3 clusters Score -8811674 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -8813036.000000 Penalty: 5360.441406
	Iteration 7Q: 3 clusters Score -8813036 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -8814518.000000 Penalty: 5360.441406
	Iteration 8Q: 3 clusters Score -8814518 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -8815986.000000 Penalty: 5360.441406
	Iteration 9Q: 3 clusters Score -8815986 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -8817342.000000 Penalty: 5360.441406
	Iteration 10Q: 3 clusters Score -8817342 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -8818272.000000 Penalty: 5360.441406
	Iteration 11Q: 3 clusters Score -8818272 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -8818861.000000 Penalty: 5360.441406
	Iteration 12Q: 3 clusters Score -8818861 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8819207.000000 Penalty: 5360.441406
	Iteration 13Q: 3 clusters Score -8819207 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -8819501.000000 Penalty: 5360.441406
	Iteration 14Q: 3 clusters Score -8819501 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -8819707.000000 Penalty: 5360.441406
	Iteration 15Q: 3 clusters Score -8819707 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -8819987.000000 Penalty: 5360.441406
	Iteration 16Q: 3 clusters Score -8819987 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -8820267.000000 Penalty: 5360.441406
	Iteration 17Q: 3 clusters Score -8820267 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -8820483.000000 Penalty: 5360.441406
	Iteration 18Q: 3 clusters Score -8820483 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -8820748.000000 Penalty: 5360.441406
	Iteration 19Q: 3 clusters Score -8820748 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8820973.000000 Penalty: 5360.441406
	Iteration 20F: 3 clusters Score -8820973 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -8821173.000000 Penalty: 5360.441406
	Iteration 21Q: 3 clusters Score -8821173 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -8821333.000000 Penalty: 5360.441406
	Iteration 22Q: 3 clusters Score -8821333 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -8821448.000000 Penalty: 5360.441406
	Iteration 23Q: 3 clusters Score -8821448 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -8821583.000000 Penalty: 5360.441406
	Iteration 24Q: 3 clusters Score -8821583 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8821698.000000 Penalty: 5360.441406
	Iteration 25Q: 3 clusters Score -8821698 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8821797.000000 Penalty: 5360.441406
	Iteration 26Q: 3 clusters Score -8821797 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -8821884.000000 Penalty: 5360.441406
	Iteration 27Q: 3 clusters Score -8821884 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8821973.000000 Penalty: 5360.441406
	Iteration 28Q: 3 clusters Score -8821973 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8822055.000000 Penalty: 5360.441406
	Iteration 29Q: 3 clusters Score -8822055 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -8822118.000000 Penalty: 5360.441406
	Iteration 30Q: 3 clusters Score -8822118 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -8822188.000000 Penalty: 5360.441406
	Iteration 31Q: 3 clusters Score -8822188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -8822289.000000 Penalty: 5360.441406
	Iteration 32Q: 3 clusters Score -8822289 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -8822348.000000 Penalty: 5360.441406
	Iteration 33Q: 3 clusters Score -8822348 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8822395.000000 Penalty: 5360.441406
	Iteration 34Q: 3 clusters Score -8822395 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -8822426.000000 Penalty: 5360.441406
	Iteration 35Q: 3 clusters Score -8822426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -8822474.000000 Penalty: 5360.441406
	Iteration 36Q: 3 clusters Score -8822474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -8822516.000000 Penalty: 5360.441406
	Iteration 37Q: 3 clusters Score -8822516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -8822544.000000 Penalty: 5360.441406
	Iteration 38Q: 3 clusters Score -8822544 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8822568.000000 Penalty: 5360.441406
	Iteration 39Q: 3 clusters Score -8822568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -8822590.000000 Penalty: 5360.441406
	Iteration 40F: 3 clusters Score -8822590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -8822605.000000 Penalty: 5360.441406
	Iteration 41Q: 3 clusters Score -8822605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -8822595.000000 Penalty: 5360.441406
	Iteration 42Q: 3 clusters Score -8822595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8822585.000000 Penalty: 5360.441406
	Iteration 43Q: 3 clusters Score -8822585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -8822603.000000 Penalty: 5360.441406
	Iteration 44Q: 3 clusters Score -8822603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -8822619.000000 Penalty: 5360.441406
	Iteration 45Q: 3 clusters Score -8822619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -8822662.000000 Penalty: 5360.441406
	Iteration 46Q: 3 clusters Score -8822662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -8822663.000000 Penalty: 5360.441406
	Iteration 47Q: 3 clusters Score -8822663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -8822693.000000 Penalty: 5360.441406
	Iteration 48Q: 3 clusters Score -8822693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -8822699.000000 Penalty: 5360.441406
	Iteration 49Q: 3 clusters Score -8822699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -8822711.000000 Penalty: 5360.441406
	Iteration 50Q: 3 clusters Score -8822711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -8822728.000000 Penalty: 5360.441406
	Iteration 51Q: 3 clusters Score -8822728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -8822728.000000 Penalty: 5360.441406
	Iteration 52Q: 3 clusters Score -8822728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -8822738.000000 Penalty: 5360.441406
	Iteration 53Q: 3 clusters Score -8822738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -8822768.000000 Penalty: 5360.441406
	Iteration 54Q: 3 clusters Score -8822768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -8822747.000000 Penalty: 5360.441406
	Iteration 55Q: 3 clusters Score -8822747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -8822778.000000 Penalty: 5360.441406
	Iteration 56Q: 3 clusters Score -8822778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -8822787.000000 Penalty: 5360.441406
	Iteration 57Q: 3 clusters Score -8822787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -8822797.000000 Penalty: 5360.441406
	Iteration 58Q: 3 clusters Score -8822797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -8822801.000000 Penalty: 5360.441406
	Iteration 59Q: 3 clusters Score -8822801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -8822804.000000 Penalty: 5360.441406
	Iteration 60F: 3 clusters Score -8822804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -8822812.000000 Penalty: 5360.441406
	Iteration 61Q: 3 clusters Score -8822812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -8822816.000000 Penalty: 5360.441406
	Iteration 62Q: 3 clusters Score -8822816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -8822824.000000 Penalty: 5360.441406
	Iteration 63Q: 3 clusters Score -8822824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -8822819.000000 Penalty: 5360.441406
	Iteration 64Q: 3 clusters Score -8822819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -8822820.000000 Penalty: 5360.441406
	Iteration 65Q: 3 clusters Score -8822820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -8822813.000000 Penalty: 5360.441406
	Iteration 66Q: 3 clusters Score -8822813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -8822817.000000 Penalty: 5360.441406
	Iteration 67Q: 3 clusters Score -8822817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -8822818.000000 Penalty: 5360.441406
	Iteration 68Q: 3 clusters Score -8822818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -8822813.000000 Penalty: 5360.441406
	Iteration 69Q: 3 clusters Score -8822813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -8822813.000000 Penalty: 5360.441406
	Iteration 70F: 3 clusters Score -8822813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Entering Unmasked Estep 
Score: -8632721.000000 Penalty: 2675.659180
	Iteration 0F: 2 clusters Score -8632721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -8601981.000000 Penalty: 5351.318359
	Iteration 0F: 3 clusters Score -8601981 nChanged 22365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -8614292.000000 Penalty: 5351.318359
	Iteration 1F: 3 clusters Score -8614292 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -8614850.000000 Penalty: 5351.318359
	Iteration 2Q: 3 clusters Score -8614850 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8615478.000000 Penalty: 5351.318359
	Iteration 3Q: 3 clusters Score -8615478 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -8616018.000000 Penalty: 5351.318359
	Iteration 4Q: 3 clusters Score -8616018 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -8616749.000000 Penalty: 5351.318359
	Iteration 5Q: 3 clusters Score -8616749 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -8617797.000000 Penalty: 5351.318359
	Iteration 6Q: 3 clusters Score -8617797 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8619166.000000 Penalty: 5351.318359
	Iteration 7F: 3 clusters Score -8619166 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8620824.000000 Penalty: 5351.318359
	Iteration 8F: 3 clusters Score -8620824 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -8622648.000000 Penalty: 5351.318359
	Iteration 9F: 3 clusters Score -8622648 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -8624554.000000 Penalty: 5351.318359
	Iteration 10F: 3 clusters Score -8624554 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -8626397.000000 Penalty: 5351.318359
	Iteration 11F: 3 clusters Score -8626397 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -8628260.000000 Penalty: 5351.318359
	Iteration 12Q: 3 clusters Score -8628260 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -8629748.000000 Penalty: 5351.318359
	Iteration 13Q: 3 clusters Score -8629748 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -8630445.000000 Penalty: 5351.318359
	Iteration 14Q: 3 clusters Score -8630445 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -8630725.000000 Penalty: 5351.318359
	Iteration 15Q: 3 clusters Score -8630725 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -8630883.000000 Penalty: 5351.318359
	Iteration 16Q: 3 clusters Score -8630883 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -8630965.000000 Penalty: 5351.318359
	Iteration 17Q: 3 clusters Score -8630965 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -8631032.000000 Penalty: 5351.318359
	Iteration 18Q: 3 clusters Score -8631032 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -8631069.000000 Penalty: 5351.318359
	Iteration 19Q: 3 clusters Score -8631069 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -8631068.000000 Penalty: 5351.318359
	Iteration 20F: 3 clusters Score -8631068 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -8631102.000000 Penalty: 5351.318359
	Iteration 21Q: 3 clusters Score -8631102 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -8631116.000000 Penalty: 5351.318359
	Iteration 22Q: 3 clusters Score -8631116 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -8631121.000000 Penalty: 5351.318359
	Iteration 23Q: 3 clusters Score -8631121 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8631139.000000 Penalty: 5351.318359
	Iteration 24Q: 3 clusters Score -8631139 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -8631131.000000 Penalty: 5351.318359
	Iteration 25Q: 3 clusters Score -8631131 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -8631144.000000 Penalty: 5351.318359
	Iteration 26Q: 3 clusters Score -8631144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -8631157.000000 Penalty: 5351.318359
	Iteration 27Q: 3 clusters Score -8631157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -8631133.000000 Penalty: 5351.318359
	Iteration 28Q: 3 clusters Score -8631133 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -8631148.000000 Penalty: 5351.318359
	Iteration 29Q: 3 clusters Score -8631148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -8631151.000000 Penalty: 5351.318359
	Iteration 30Q: 3 clusters Score -8631151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8631167.000000 Penalty: 5351.318359
	Iteration 31Q: 3 clusters Score -8631167 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -8631165.000000 Penalty: 5351.318359
	Iteration 32Q: 3 clusters Score -8631165 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -8631168.000000 Penalty: 5351.318359
	Iteration 33Q: 3 clusters Score -8631168 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -8631195.000000 Penalty: 5351.318359
	Iteration 34Q: 3 clusters Score -8631195 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -8631216.000000 Penalty: 5351.318359
	Iteration 35Q: 3 clusters Score -8631216 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -8631221.000000 Penalty: 5351.318359
	Iteration 36Q: 3 clusters Score -8631221 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -8631207.000000 Penalty: 5351.318359
	Iteration 37Q: 3 clusters Score -8631207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -8631229.000000 Penalty: 5351.318359
	Iteration 38Q: 3 clusters Score -8631229 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -8631225.000000 Penalty: 5351.318359
	Iteration 39Q: 3 clusters Score -8631225 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -8631209.000000 Penalty: 5351.318359
	Iteration 40F: 3 clusters Score -8631209 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -8631205.000000 Penalty: 5351.318359
	Iteration 41Q: 3 clusters Score -8631205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -8631210.000000 Penalty: 5351.318359
	Iteration 42Q: 3 clusters Score -8631210 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -8631232.000000 Penalty: 5351.318359
	Iteration 43Q: 3 clusters Score -8631232 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -8631260.000000 Penalty: 5351.318359
	Iteration 44Q: 3 clusters Score -8631260 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -8631254.000000 Penalty: 5351.318359
	Iteration 45Q: 3 clusters Score -8631254 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -8631259.000000 Penalty: 5351.318359
	Iteration 46Q: 3 clusters Score -8631259 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -8631246.000000 Penalty: 5351.318359
	Iteration 47Q: 3 clusters Score -8631246 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -8631248.000000 Penalty: 5351.318359
	Iteration 48Q: 3 clusters Score -8631248 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -8631262.000000 Penalty: 5351.318359
	Iteration 49Q: 3 clusters Score -8631262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -8631269.000000 Penalty: 5351.318359
	Iteration 50Q: 3 clusters Score -8631269 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -8631267.000000 Penalty: 5351.318359
	Iteration 51Q: 3 clusters Score -8631267 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -8631289.000000 Penalty: 5351.318359
	Iteration 52Q: 3 clusters Score -8631289 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -8631293.000000 Penalty: 5351.318359
	Iteration 53Q: 3 clusters Score -8631293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -8631295.000000 Penalty: 5351.318359
	Iteration 54Q: 3 clusters Score -8631295 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8631316.000000 Penalty: 5351.318359
	Iteration 55Q: 3 clusters Score -8631316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -8631339.000000 Penalty: 5351.318359
	Iteration 56Q: 3 clusters Score -8631339 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -8631368.000000 Penalty: 5351.318359
	Iteration 57Q: 3 clusters Score -8631368 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -8631354.000000 Penalty: 5351.318359
	Iteration 58Q: 3 clusters Score -8631354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -8631342.000000 Penalty: 5351.318359
	Iteration 59Q: 3 clusters Score -8631342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -8631366.000000 Penalty: 5351.318359
	Iteration 60F: 3 clusters Score -8631366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -8631370.000000 Penalty: 5351.318359
	Iteration 61Q: 3 clusters Score -8631370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -8631349.000000 Penalty: 5351.318359
	Iteration 62Q: 3 clusters Score -8631349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8631356.000000 Penalty: 5351.318359
	Iteration 63Q: 3 clusters Score -8631356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8631349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -8631373.000000 Penalty: 5351.318359
	Iteration 65Q: 3 clusters Score -8631373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8631388.000000 Penalty: 5351.318359
	Iteration 66Q: 3 clusters Score -8631388 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8631383.000000 Penalty: 5351.318359
	Iteration 67Q: 3 clusters Score -8631383 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -8631391.000000 Penalty: 5351.318359
	Iteration 68Q: 3 clusters Score -8631391 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -8631414.000000 Penalty: 5351.318359
	Iteration 69Q: 3 clusters Score -8631414 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -8631415.000000 Penalty: 5351.318359
	Iteration 70Q: 3 clusters Score -8631415 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -8631411.000000 Penalty: 5351.318359
	Iteration 71Q: 3 clusters Score -8631411 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -8631412.000000 Penalty: 5351.318359
	Iteration 72Q: 3 clusters Score -8631412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -8631399.000000 Penalty: 5351.318359
	Iteration 73Q: 3 clusters Score -8631399 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -8631410.000000 Penalty: 5351.318359
	Iteration 74Q: 3 clusters Score -8631410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8631409.000000 Penalty: 5351.318359
	Iteration 75Q: 3 clusters Score -8631409 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -8631435.000000 Penalty: 5351.318359
	Iteration 76Q: 3 clusters Score -8631435 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8631411 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -8631404.000000 Penalty: 5351.318359
	Iteration 78Q: 3 clusters Score -8631404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -8631388.000000 Penalty: 5351.318359
	Iteration 79Q: 3 clusters Score -8631388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8631392.000000 Penalty: 5351.318359
	Iteration 80F: 3 clusters Score -8631392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8631388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -8631391.000000 Penalty: 5351.318359
	Iteration 82Q: 3 clusters Score -8631391 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8631392 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -8631402.000000 Penalty: 5351.318359
	Iteration 84Q: 3 clusters Score -8631402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8631390.000000 Penalty: 5351.318359
	Iteration 85Q: 3 clusters Score -8631390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -8631410.000000 Penalty: 5351.318359
	Iteration 86Q: 3 clusters Score -8631410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -8631395.000000 Penalty: 5351.318359
	Iteration 87Q: 3 clusters Score -8631395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8631408.000000 Penalty: 5351.318359
	Iteration 88Q: 3 clusters Score -8631408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8631422.000000 Penalty: 5351.318359
	Iteration 89Q: 3 clusters Score -8631422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8631420.000000 Penalty: 5351.318359
	Iteration 90Q: 3 clusters Score -8631420 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8631414.000000 Penalty: 5351.318359
	Iteration 91Q: 3 clusters Score -8631414 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8631404.000000 Penalty: 5351.318359
	Iteration 92Q: 3 clusters Score -8631404 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8631410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8631386.000000 Penalty: 5351.318359
	Iteration 94Q: 3 clusters Score -8631386 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8631381.000000 Penalty: 5351.318359
	Iteration 95Q: 3 clusters Score -8631381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -8631377.000000 Penalty: 5351.318359
	Iteration 96Q: 3 clusters Score -8631377 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8631381 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8631381 nChanged 37
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Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -8631372.000000 Penalty: 5351.318359
	Iteration 99Q: 3 clusters Score -8631372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8631356.000000 Penalty: 5351.318359
	Iteration 100F: 3 clusters Score -8631356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8631350.000000 Penalty: 5351.318359
	Iteration 101Q: 3 clusters Score -8631350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8631351.000000 Penalty: 5351.318359
	Iteration 102Q: 3 clusters Score -8631351 nChanged 30
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Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8631334.000000 Penalty: 5351.318359
	Iteration 103Q: 3 clusters Score -8631334 nChanged 19
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Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8631348 nChanged 13
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Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -8631338.000000 Penalty: 5351.318359
	Iteration 105Q: 3 clusters Score -8631338 nChanged 21
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Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8631344.000000 Penalty: 5351.318359
	Iteration 106Q: 3 clusters Score -8631344 nChanged 26
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Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8631341.000000 Penalty: 5351.318359
	Iteration 107Q: 3 clusters Score -8631341 nChanged 26
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8631339 nChanged 29
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8631352 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -8631340.000000 Penalty: 5351.318359
	Iteration 110Q: 3 clusters Score -8631340 nChanged 21
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Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8631341 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8631344 nChanged 10
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Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8631340 nChanged 7
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Mstep: Class 1 contains 44661 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8631340 nChanged 8
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Mstep: Class 1 contains 44669 members 
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Entering Unmasked Estep 
Score: -8631336.000000 Penalty: 5351.318359
	Iteration 115Q: 3 clusters Score -8631336 nChanged 8
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Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -8631335.000000 Penalty: 5351.318359
	Iteration 116Q: 3 clusters Score -8631335 nChanged 6
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Entering Unmasked Estep 
Score: -8631337.000000 Penalty: 5351.318359
	Iteration 117Q: 3 clusters Score -8631337 nChanged 7
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Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8631336 nChanged 5
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Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8631340 nChanged 10
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Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8631341.000000 Penalty: 5351.318359
	Iteration 120F: 3 clusters Score -8631341 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8631342 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8631338.000000 Penalty: 5351.318359
	Iteration 122Q: 3 clusters Score -8631338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8631336.000000 Penalty: 5351.318359
	Iteration 123Q: 3 clusters Score -8631336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8631330.000000 Penalty: 5351.318359
	Iteration 124Q: 3 clusters Score -8631330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8631327.000000 Penalty: 5351.318359
	Iteration 125Q: 3 clusters Score -8631327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8631336.000000 Penalty: 5351.318359
	Iteration 126Q: 3 clusters Score -8631336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8631332.000000 Penalty: 5351.318359
	Iteration 127Q: 3 clusters Score -8631332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8631341.000000 Penalty: 5351.318359
	Iteration 128Q: 3 clusters Score -8631341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8631327.000000 Penalty: 5351.318359
	Iteration 129Q: 3 clusters Score -8631327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8631329.000000 Penalty: 5351.318359
	Iteration 130Q: 3 clusters Score -8631329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8631331.000000 Penalty: 5351.318359
	Iteration 131Q: 3 clusters Score -8631331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8631336.000000 Penalty: 5351.318359
	Iteration 132Q: 3 clusters Score -8631336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8631335.000000 Penalty: 5351.318359
	Iteration 133Q: 3 clusters Score -8631335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8631332.000000 Penalty: 5351.318359
	Iteration 134Q: 3 clusters Score -8631332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8631336.000000 Penalty: 5351.318359
	Iteration 135Q: 3 clusters Score -8631336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8631333.000000 Penalty: 5351.318359
	Iteration 136Q: 3 clusters Score -8631333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -8631337.000000 Penalty: 5351.318359
	Iteration 137Q: 3 clusters Score -8631337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -8631341.000000 Penalty: 5351.318359
	Iteration 138Q: 3 clusters Score -8631341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -8631336.000000 Penalty: 5351.318359
	Iteration 139Q: 3 clusters Score -8631336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8631339.000000 Penalty: 5351.318359
	Iteration 140F: 3 clusters Score -8631339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8631340.000000 Penalty: 5351.318359
	Iteration 141Q: 3 clusters Score -8631340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -8631340.000000 Penalty: 5351.318359
	Iteration 142Q: 3 clusters Score -8631340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8631331.000000 Penalty: 5351.318359
	Iteration 143Q: 3 clusters Score -8631331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -8631325.000000 Penalty: 5351.318359
	Iteration 144Q: 3 clusters Score -8631325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8631328.000000 Penalty: 5351.318359
	Iteration 145Q: 3 clusters Score -8631328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8631323.000000 Penalty: 5351.318359
	Iteration 146Q: 3 clusters Score -8631323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8631330.000000 Penalty: 5351.318359
	Iteration 147Q: 3 clusters Score -8631330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8631324.000000 Penalty: 5351.318359
	Iteration 148Q: 3 clusters Score -8631324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8631325.000000 Penalty: 5351.318359
	Iteration 149Q: 3 clusters Score -8631325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8631325.000000 Penalty: 5351.318359
	Iteration 150Q: 3 clusters Score -8631325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -8631333.000000 Penalty: 5351.318359
	Iteration 151Q: 3 clusters Score -8631333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8631330.000000 Penalty: 5351.318359
	Iteration 152Q: 3 clusters Score -8631330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8631327.000000 Penalty: 5351.318359
	Iteration 153Q: 3 clusters Score -8631327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -8631319.000000 Penalty: 5351.318359
	Iteration 154Q: 3 clusters Score -8631319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8631325.000000 Penalty: 5351.318359
	Iteration 155Q: 3 clusters Score -8631325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8631324.000000 Penalty: 5351.318359
	Iteration 156Q: 3 clusters Score -8631324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8631314.000000 Penalty: 5351.318359
	Iteration 157Q: 3 clusters Score -8631314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8631315.000000 Penalty: 5351.318359
	Iteration 158Q: 3 clusters Score -8631315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8631313.000000 Penalty: 5351.318359
	Iteration 159Q: 3 clusters Score -8631313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8631317.000000 Penalty: 5351.318359
	Iteration 160F: 3 clusters Score -8631317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8631323.000000 Penalty: 5351.318359
	Iteration 161Q: 3 clusters Score -8631323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -8631319.000000 Penalty: 5351.318359
	Iteration 162Q: 3 clusters Score -8631319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8631326.000000 Penalty: 5351.318359
	Iteration 163Q: 3 clusters Score -8631326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8631322.000000 Penalty: 5351.318359
	Iteration 164Q: 3 clusters Score -8631322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8631315.000000 Penalty: 5351.318359
	Iteration 165Q: 3 clusters Score -8631315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8631320.000000 Penalty: 5351.318359
	Iteration 166Q: 3 clusters Score -8631320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8631317.000000 Penalty: 5351.318359
	Iteration 167Q: 3 clusters Score -8631317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -8631312.000000 Penalty: 5351.318359
	Iteration 168Q: 3 clusters Score -8631312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8631312.000000 Penalty: 5351.318359
	Iteration 169Q: 3 clusters Score -8631312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8631311.000000 Penalty: 5351.318359
	Iteration 170Q: 3 clusters Score -8631311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8631306.000000 Penalty: 5351.318359
	Iteration 171Q: 3 clusters Score -8631306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8631303.000000 Penalty: 5351.318359
	Iteration 172Q: 3 clusters Score -8631303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8631303.000000 Penalty: 5351.318359
	Iteration 173Q: 3 clusters Score -8631303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8631301.000000 Penalty: 5351.318359
	Iteration 174Q: 3 clusters Score -8631301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8631301.000000 Penalty: 5351.318359
	Iteration 175F: 3 clusters Score -8631301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Entering Unmasked Estep 
Score: -4152408.750000 Penalty: 2492.594971
	Iteration 0F: 2 clusters Score -4152409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4136302.750000 Penalty: 4985.189941
	Iteration 0F: 3 clusters Score -4136303 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4141887.000000 Penalty: 4985.189941
	Iteration 1F: 3 clusters Score -4141887 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4142353.500000 Penalty: 4985.189941
	Iteration 2F: 3 clusters Score -4142354 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4142744.750000 Penalty: 4985.189941
	Iteration 3Q: 3 clusters Score -4142745 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4143143.750000 Penalty: 4985.189941
	Iteration 4Q: 3 clusters Score -4143144 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4143633.250000 Penalty: 4985.189941
	Iteration 5Q: 3 clusters Score -4143633 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4144279.750000 Penalty: 4985.189941
	Iteration 6Q: 3 clusters Score -4144280 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4145104.000000 Penalty: 4985.189941
	Iteration 7F: 3 clusters Score -4145104 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4146129.000000 Penalty: 4985.189941
	Iteration 8F: 3 clusters Score -4146129 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4147254.500000 Penalty: 4985.189941
	Iteration 9F: 3 clusters Score -4147254 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4148297.000000 Penalty: 4985.189941
	Iteration 10Q: 3 clusters Score -4148297 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4149050.250000 Penalty: 4985.189941
	Iteration 11Q: 3 clusters Score -4149050 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4149477.000000 Penalty: 4985.189941
	Iteration 12Q: 3 clusters Score -4149477 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4149802.500000 Penalty: 4985.189941
	Iteration 13Q: 3 clusters Score -4149802 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4149969.250000 Penalty: 4985.189941
	Iteration 14Q: 3 clusters Score -4149969 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4150079.250000 Penalty: 4985.189941
	Iteration 15Q: 3 clusters Score -4150079 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4150131.750000 Penalty: 4985.189941
	Iteration 16Q: 3 clusters Score -4150132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4150170.250000 Penalty: 4985.189941
	Iteration 17Q: 3 clusters Score -4150170 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4150218.000000 Penalty: 4985.189941
	Iteration 18Q: 3 clusters Score -4150218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4150238.750000 Penalty: 4985.189941
	Iteration 19Q: 3 clusters Score -4150239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4150261.250000 Penalty: 4985.189941
	Iteration 20F: 3 clusters Score -4150261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4150281.250000 Penalty: 4985.189941
	Iteration 21Q: 3 clusters Score -4150281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4150311.000000 Penalty: 4985.189941
	Iteration 22Q: 3 clusters Score -4150311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4150320.500000 Penalty: 4985.189941
	Iteration 23Q: 3 clusters Score -4150320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4150328.500000 Penalty: 4985.189941
	Iteration 24Q: 3 clusters Score -4150328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4150329.750000 Penalty: 4985.189941
	Iteration 25Q: 3 clusters Score -4150330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4150329.500000 Penalty: 4985.189941
	Iteration 26Q: 3 clusters Score -4150330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4150334.000000 Penalty: 4985.189941
	Iteration 27Q: 3 clusters Score -4150334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4150345.250000 Penalty: 4985.189941
	Iteration 28Q: 3 clusters Score -4150345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4150351.000000 Penalty: 4985.189941
	Iteration 29Q: 3 clusters Score -4150351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4150350.250000 Penalty: 4985.189941
	Iteration 30Q: 3 clusters Score -4150350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4150347.500000 Penalty: 4985.189941
	Iteration 31Q: 3 clusters Score -4150348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4150344.500000 Penalty: 4985.189941
	Iteration 32Q: 3 clusters Score -4150344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4150345.750000 Penalty: 4985.189941
	Iteration 33Q: 3 clusters Score -4150346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4150343.250000 Penalty: 4985.189941
	Iteration 34Q: 3 clusters Score -4150343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4150348.000000 Penalty: 4985.189941
	Iteration 35Q: 3 clusters Score -4150348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4150348.500000 Penalty: 4985.189941
	Iteration 36Q: 3 clusters Score -4150348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4150348.000000 Penalty: 4985.189941
	Iteration 37Q: 3 clusters Score -4150348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4150348.000000 Penalty: 4985.189941
	Iteration 38F: 3 clusters Score -4150348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Entering Unmasked Estep 
Score: -8715376.000000 Penalty: 2678.754883
	Iteration 0F: 2 clusters Score -8715376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -8684522.000000 Penalty: 5357.509766
	Iteration 0F: 3 clusters Score -8684522 nChanged 22563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -8696835.000000 Penalty: 5357.509766
	Iteration 1F: 3 clusters Score -8696835 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -8697411.000000 Penalty: 5357.509766
	Iteration 2Q: 3 clusters Score -8697411 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -8697884.000000 Penalty: 5357.509766
	Iteration 3Q: 3 clusters Score -8697884 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -8698434.000000 Penalty: 5357.509766
	Iteration 4Q: 3 clusters Score -8698434 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8699032.000000 Penalty: 5357.509766
	Iteration 5Q: 3 clusters Score -8699032 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -8699755.000000 Penalty: 5357.509766
	Iteration 6Q: 3 clusters Score -8699755 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -8700672.000000 Penalty: 5357.509766
	Iteration 7Q: 3 clusters Score -8700672 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -8701714.000000 Penalty: 5357.509766
	Iteration 8Q: 3 clusters Score -8701714 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -8703010.000000 Penalty: 5357.509766
	Iteration 9Q: 3 clusters Score -8703010 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -8704528.000000 Penalty: 5357.509766
	Iteration 10F: 3 clusters Score -8704528 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -8706101.000000 Penalty: 5357.509766
	Iteration 11F: 3 clusters Score -8706101 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -8707410.000000 Penalty: 5357.509766
	Iteration 12Q: 3 clusters Score -8707410 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -8708480.000000 Penalty: 5357.509766
	Iteration 13Q: 3 clusters Score -8708480 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -8709436.000000 Penalty: 5357.509766
	Iteration 14Q: 3 clusters Score -8709436 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -8710122.000000 Penalty: 5357.509766
	Iteration 15Q: 3 clusters Score -8710122 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -8710598.000000 Penalty: 5357.509766
	Iteration 16Q: 3 clusters Score -8710598 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -8710923.000000 Penalty: 5357.509766
	Iteration 17Q: 3 clusters Score -8710923 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -8711167.000000 Penalty: 5357.509766
	Iteration 18Q: 3 clusters Score -8711167 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -8711312.000000 Penalty: 5357.509766
	Iteration 19Q: 3 clusters Score -8711312 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -8711428.000000 Penalty: 5357.509766
	Iteration 20F: 3 clusters Score -8711428 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -8711488.000000 Penalty: 5357.509766
	Iteration 21Q: 3 clusters Score -8711488 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -8711543.000000 Penalty: 5357.509766
	Iteration 22Q: 3 clusters Score -8711543 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -8711571.000000 Penalty: 5357.509766
	Iteration 23Q: 3 clusters Score -8711571 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -8711619.000000 Penalty: 5357.509766
	Iteration 24Q: 3 clusters Score -8711619 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -8711677.000000 Penalty: 5357.509766
	Iteration 25Q: 3 clusters Score -8711677 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -8711679.000000 Penalty: 5357.509766
	Iteration 26Q: 3 clusters Score -8711679 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -8711711.000000 Penalty: 5357.509766
	Iteration 27Q: 3 clusters Score -8711711 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -8711721.000000 Penalty: 5357.509766
	Iteration 28Q: 3 clusters Score -8711721 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -8711766.000000 Penalty: 5357.509766
	Iteration 29Q: 3 clusters Score -8711766 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -8711809.000000 Penalty: 5357.509766
	Iteration 30Q: 3 clusters Score -8711809 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -8711856.000000 Penalty: 5357.509766
	Iteration 31Q: 3 clusters Score -8711856 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -8711881.000000 Penalty: 5357.509766
	Iteration 32Q: 3 clusters Score -8711881 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -8711870.000000 Penalty: 5357.509766
	Iteration 33Q: 3 clusters Score -8711870 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -8711896.000000 Penalty: 5357.509766
	Iteration 34Q: 3 clusters Score -8711896 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -8711936.000000 Penalty: 5357.509766
	Iteration 35Q: 3 clusters Score -8711936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -8711973.000000 Penalty: 5357.509766
	Iteration 36Q: 3 clusters Score -8711973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -8711988.000000 Penalty: 5357.509766
	Iteration 37Q: 3 clusters Score -8711988 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -8712029.000000 Penalty: 5357.509766
	Iteration 38Q: 3 clusters Score -8712029 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -8712049.000000 Penalty: 5357.509766
	Iteration 39Q: 3 clusters Score -8712049 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -8712049.000000 Penalty: 5357.509766
	Iteration 40F: 3 clusters Score -8712049 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -8712060.000000 Penalty: 5357.509766
	Iteration 41Q: 3 clusters Score -8712060 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -8712071.000000 Penalty: 5357.509766
	Iteration 42Q: 3 clusters Score -8712071 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -8712087.000000 Penalty: 5357.509766
	Iteration 43Q: 3 clusters Score -8712087 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -8712130.000000 Penalty: 5357.509766
	Iteration 44Q: 3 clusters Score -8712130 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -8712131.000000 Penalty: 5357.509766
	Iteration 45Q: 3 clusters Score -8712131 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -8712131.000000 Penalty: 5357.509766
	Iteration 46Q: 3 clusters Score -8712131 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -8712170.000000 Penalty: 5357.509766
	Iteration 47Q: 3 clusters Score -8712170 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -8712177.000000 Penalty: 5357.509766
	Iteration 48Q: 3 clusters Score -8712177 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -8712206.000000 Penalty: 5357.509766
	Iteration 49Q: 3 clusters Score -8712206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -8712204.000000 Penalty: 5357.509766
	Iteration 50Q: 3 clusters Score -8712204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -8712225.000000 Penalty: 5357.509766
	Iteration 51Q: 3 clusters Score -8712225 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -8712228.000000 Penalty: 5357.509766
	Iteration 52Q: 3 clusters Score -8712228 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -8712265.000000 Penalty: 5357.509766
	Iteration 53Q: 3 clusters Score -8712265 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -8712295.000000 Penalty: 5357.509766
	Iteration 54Q: 3 clusters Score -8712295 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -8712297.000000 Penalty: 5357.509766
	Iteration 55Q: 3 clusters Score -8712297 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -8712280.000000 Penalty: 5357.509766
	Iteration 56Q: 3 clusters Score -8712280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -8712269.000000 Penalty: 5357.509766
	Iteration 57Q: 3 clusters Score -8712269 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -8712317.000000 Penalty: 5357.509766
	Iteration 58Q: 3 clusters Score -8712317 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -8712332.000000 Penalty: 5357.509766
	Iteration 59Q: 3 clusters Score -8712332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -8712370.000000 Penalty: 5357.509766
	Iteration 60F: 3 clusters Score -8712370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -8712378.000000 Penalty: 5357.509766
	Iteration 61Q: 3 clusters Score -8712378 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -8712383.000000 Penalty: 5357.509766
	Iteration 62Q: 3 clusters Score -8712383 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -8712420.000000 Penalty: 5357.509766
	Iteration 63Q: 3 clusters Score -8712420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -8712448.000000 Penalty: 5357.509766
	Iteration 64Q: 3 clusters Score -8712448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -8712461.000000 Penalty: 5357.509766
	Iteration 65Q: 3 clusters Score -8712461 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -8712488.000000 Penalty: 5357.509766
	Iteration 66Q: 3 clusters Score -8712488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -8712496.000000 Penalty: 5357.509766
	Iteration 67Q: 3 clusters Score -8712496 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -8712492.000000 Penalty: 5357.509766
	Iteration 68Q: 3 clusters Score -8712492 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -8712505.000000 Penalty: 5357.509766
	Iteration 69Q: 3 clusters Score -8712505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -8712517.000000 Penalty: 5357.509766
	Iteration 70Q: 3 clusters Score -8712517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -8712534.000000 Penalty: 5357.509766
	Iteration 71Q: 3 clusters Score -8712534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -8712554.000000 Penalty: 5357.509766
	Iteration 72Q: 3 clusters Score -8712554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -8712541.000000 Penalty: 5357.509766
	Iteration 73Q: 3 clusters Score -8712541 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -8712551.000000 Penalty: 5357.509766
	Iteration 74Q: 3 clusters Score -8712551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8712556.000000 Penalty: 5357.509766
	Iteration 75Q: 3 clusters Score -8712556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -8712531.000000 Penalty: 5357.509766
	Iteration 76Q: 3 clusters Score -8712531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -8712524.000000 Penalty: 5357.509766
	Iteration 77Q: 3 clusters Score -8712524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -8712545.000000 Penalty: 5357.509766
	Iteration 78Q: 3 clusters Score -8712545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -8712544.000000 Penalty: 5357.509766
	Iteration 79Q: 3 clusters Score -8712544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -8712557.000000 Penalty: 5357.509766
	Iteration 80F: 3 clusters Score -8712557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8712558.000000 Penalty: 5357.509766
	Iteration 81Q: 3 clusters Score -8712558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -8712563.000000 Penalty: 5357.509766
	Iteration 82Q: 3 clusters Score -8712563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -8712570.000000 Penalty: 5357.509766
	Iteration 83Q: 3 clusters Score -8712570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -8712562.000000 Penalty: 5357.509766
	Iteration 84Q: 3 clusters Score -8712562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -8712579.000000 Penalty: 5357.509766
	Iteration 85Q: 3 clusters Score -8712579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -8712587.000000 Penalty: 5357.509766
	Iteration 86Q: 3 clusters Score -8712587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8712577.000000 Penalty: 5357.509766
	Iteration 87Q: 3 clusters Score -8712577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -8712600.000000 Penalty: 5357.509766
	Iteration 88Q: 3 clusters Score -8712600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -8712597.000000 Penalty: 5357.509766
	Iteration 89Q: 3 clusters Score -8712597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -8712601.000000 Penalty: 5357.509766
	Iteration 90Q: 3 clusters Score -8712601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8712595 nChanged 24
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Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8712591 nChanged 19
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Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8712596 nChanged 15
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Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8712596 nChanged 17
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Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8712596 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8712594 nChanged 16
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Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8712595 nChanged 15
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Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8712587 nChanged 20
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Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8712594 nChanged 18
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Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8712594 nChanged 20
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Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8712592 nChanged 20
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Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8712592 nChanged 21
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Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8712597 nChanged 14
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Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8712607 nChanged 19
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Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8712608 nChanged 18
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Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8712609 nChanged 25
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Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8712612 nChanged 21
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Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8712624 nChanged 18
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Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8712617 nChanged 15
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Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8712617 nChanged 16
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Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8712601 nChanged 18
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8712625 nChanged 15
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Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8712642 nChanged 20
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Mstep: Class 1 contains 13647 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8712635 nChanged 18
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Mstep: Class 1 contains 13629 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8712629 nChanged 20
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	Iteration 118Q: 3 clusters Score -8712624 nChanged 16
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	Iteration 120F: 3 clusters Score -8712614 nChanged 19
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Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 35522 members 
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	Iteration 121Q: 3 clusters Score -8712614 nChanged 23
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	Iteration 122Q: 3 clusters Score -8712620 nChanged 30
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Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8712615 nChanged 25
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	Iteration 128Q: 3 clusters Score -8712632 nChanged 34
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8712631 nChanged 20
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8712624 nChanged 22
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	Iteration 132Q: 3 clusters Score -8712611 nChanged 18
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8712616 nChanged 20
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	Iteration 138Q: 3 clusters Score -8712621 nChanged 26
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	Iteration 140F: 3 clusters Score -8712606 nChanged 32
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	Iteration 141Q: 3 clusters Score -8712614 nChanged 34
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	Iteration 142Q: 3 clusters Score -8712622 nChanged 34
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	Iteration 143Q: 3 clusters Score -8712640 nChanged 30
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	Iteration 146Q: 3 clusters Score -8712646 nChanged 26
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	Iteration 148Q: 3 clusters Score -8712629 nChanged 28
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	Iteration 149Q: 3 clusters Score -8712626 nChanged 21
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	Iteration 154Q: 3 clusters Score -8712631 nChanged 22
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	Iteration 155Q: 3 clusters Score -8712632 nChanged 24
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	Iteration 156Q: 3 clusters Score -8712643 nChanged 33
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	Iteration 157Q: 3 clusters Score -8712649 nChanged 43
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	Iteration 159Q: 3 clusters Score -8712663 nChanged 57
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	Iteration 160F: 3 clusters Score -8712670 nChanged 62
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	Iteration 162Q: 3 clusters Score -8712664 nChanged 73
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	Iteration 164Q: 3 clusters Score -8712687 nChanged 79
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	Iteration 168Q: 3 clusters Score -8712710 nChanged 106
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	Iteration 173Q: 3 clusters Score -8712780 nChanged 93
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	Iteration 175Q: 3 clusters Score -8712833 nChanged 113
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	Iteration 179Q: 3 clusters Score -8712900 nChanged 95
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	Iteration 180F: 3 clusters Score -8712906 nChanged 107
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	Iteration 181Q: 3 clusters Score -8712932 nChanged 129
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	Iteration 182Q: 3 clusters Score -8712928 nChanged 108
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	Iteration 183Q: 3 clusters Score -8712942 nChanged 125
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	Iteration 184Q: 3 clusters Score -8712962 nChanged 123
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Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8712966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8712981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -8713008.000000 Penalty: 5357.509766
	Iteration 187Q: 3 clusters Score -8713008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -8713016.000000 Penalty: 5357.509766
	Iteration 188Q: 3 clusters Score -8713016 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -8713041.000000 Penalty: 5357.509766
	Iteration 189Q: 3 clusters Score -8713041 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8713050 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8713077 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8713121.000000 Penalty: 5357.509766
	Iteration 192Q: 3 clusters Score -8713121 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -8713167.000000 Penalty: 5357.509766
	Iteration 193Q: 3 clusters Score -8713167 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -8713231.000000 Penalty: 5357.509766
	Iteration 194Q: 3 clusters Score -8713231 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -8713289.000000 Penalty: 5357.509766
	Iteration 195Q: 3 clusters Score -8713289 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -8713312.000000 Penalty: 5357.509766
	Iteration 196Q: 3 clusters Score -8713312 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8713338 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8713357.000000 Penalty: 5357.509766
	Iteration 198Q: 3 clusters Score -8713357 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -8713374.000000 Penalty: 5357.509766
	Iteration 199Q: 3 clusters Score -8713374 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8713392.000000 Penalty: 5357.509766
	Iteration 200F: 3 clusters Score -8713392 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -8713414.000000 Penalty: 5357.509766
	Iteration 201Q: 3 clusters Score -8713414 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8713454.000000 Penalty: 5357.509766
	Iteration 202Q: 3 clusters Score -8713454 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -8713475.000000 Penalty: 5357.509766
	Iteration 203Q: 3 clusters Score -8713475 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8713469.000000 Penalty: 5357.509766
	Iteration 204Q: 3 clusters Score -8713469 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8713515.000000 Penalty: 5357.509766
	Iteration 205Q: 3 clusters Score -8713515 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8713527.000000 Penalty: 5357.509766
	Iteration 206Q: 3 clusters Score -8713527 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8713525.000000 Penalty: 5357.509766
	Iteration 207Q: 3 clusters Score -8713525 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8713524.000000 Penalty: 5357.509766
	Iteration 208Q: 3 clusters Score -8713524 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8713529.000000 Penalty: 5357.509766
	Iteration 209Q: 3 clusters Score -8713529 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8713546.000000 Penalty: 5357.509766
	Iteration 210Q: 3 clusters Score -8713546 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8713535.000000 Penalty: 5357.509766
	Iteration 211Q: 3 clusters Score -8713535 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8713528.000000 Penalty: 5357.509766
	Iteration 212Q: 3 clusters Score -8713528 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -8713541.000000 Penalty: 5357.509766
	Iteration 213Q: 3 clusters Score -8713541 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8713543.000000 Penalty: 5357.509766
	Iteration 214Q: 3 clusters Score -8713543 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8713532.000000 Penalty: 5357.509766
	Iteration 215Q: 3 clusters Score -8713532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8713526.000000 Penalty: 5357.509766
	Iteration 216Q: 3 clusters Score -8713526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8713542.000000 Penalty: 5357.509766
	Iteration 217Q: 3 clusters Score -8713542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8713529 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8713540.000000 Penalty: 5357.509766
	Iteration 219Q: 3 clusters Score -8713540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8713571.000000 Penalty: 5357.509766
	Iteration 220F: 3 clusters Score -8713571 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8713592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8713615 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -8713607.000000 Penalty: 5357.509766
	Iteration 223Q: 3 clusters Score -8713607 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -8713628.000000 Penalty: 5357.509766
	Iteration 224Q: 3 clusters Score -8713628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -8713636.000000 Penalty: 5357.509766
	Iteration 225Q: 3 clusters Score -8713636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8713638.000000 Penalty: 5357.509766
	Iteration 226Q: 3 clusters Score -8713638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -8713633.000000 Penalty: 5357.509766
	Iteration 227Q: 3 clusters Score -8713633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8713621.000000 Penalty: 5357.509766
	Iteration 228Q: 3 clusters Score -8713621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -8713629.000000 Penalty: 5357.509766
	Iteration 229Q: 3 clusters Score -8713629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -8713628.000000 Penalty: 5357.509766
	Iteration 230Q: 3 clusters Score -8713628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8713642.000000 Penalty: 5357.509766
	Iteration 231Q: 3 clusters Score -8713642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -8713647.000000 Penalty: 5357.509766
	Iteration 232Q: 3 clusters Score -8713647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8713654.000000 Penalty: 5357.509766
	Iteration 233Q: 3 clusters Score -8713654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -8713647.000000 Penalty: 5357.509766
	Iteration 234Q: 3 clusters Score -8713647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -8713661.000000 Penalty: 5357.509766
	Iteration 235Q: 3 clusters Score -8713661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8713659.000000 Penalty: 5357.509766
	Iteration 236Q: 3 clusters Score -8713659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -8713644.000000 Penalty: 5357.509766
	Iteration 237Q: 3 clusters Score -8713644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8713664.000000 Penalty: 5357.509766
	Iteration 238Q: 3 clusters Score -8713664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -8713658.000000 Penalty: 5357.509766
	Iteration 239Q: 3 clusters Score -8713658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -8713672.000000 Penalty: 5357.509766
	Iteration 240F: 3 clusters Score -8713672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8713683.000000 Penalty: 5357.509766
	Iteration 241Q: 3 clusters Score -8713683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -8713672.000000 Penalty: 5357.509766
	Iteration 242Q: 3 clusters Score -8713672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -8713668.000000 Penalty: 5357.509766
	Iteration 243Q: 3 clusters Score -8713668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -8713678.000000 Penalty: 5357.509766
	Iteration 244Q: 3 clusters Score -8713678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -8713671.000000 Penalty: 5357.509766
	Iteration 245Q: 3 clusters Score -8713671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -8713673.000000 Penalty: 5357.509766
	Iteration 246Q: 3 clusters Score -8713673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -8713672.000000 Penalty: 5357.509766
	Iteration 247Q: 3 clusters Score -8713672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8713679.000000 Penalty: 5357.509766
	Iteration 248Q: 3 clusters Score -8713679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -8713686.000000 Penalty: 5357.509766
	Iteration 249Q: 3 clusters Score -8713686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8713693.000000 Penalty: 5357.509766
	Iteration 250Q: 3 clusters Score -8713693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -8713689.000000 Penalty: 5357.509766
	Iteration 251Q: 3 clusters Score -8713689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8713690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -8713688.000000 Penalty: 5357.509766
	Iteration 253Q: 3 clusters Score -8713688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8713688.000000 Penalty: 5357.509766
	Iteration 254Q: 3 clusters Score -8713688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -8713680.000000 Penalty: 5357.509766
	Iteration 255Q: 3 clusters Score -8713680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -8713683.000000 Penalty: 5357.509766
	Iteration 256Q: 3 clusters Score -8713683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -8713682.000000 Penalty: 5357.509766
	Iteration 257Q: 3 clusters Score -8713682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -8713685.000000 Penalty: 5357.509766
	Iteration 258Q: 3 clusters Score -8713685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -8713685.000000 Penalty: 5357.509766
	Iteration 259Q: 3 clusters Score -8713685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8713694.000000 Penalty: 5357.509766
	Iteration 260F: 3 clusters Score -8713694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8713689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -8713685.000000 Penalty: 5357.509766
	Iteration 262Q: 3 clusters Score -8713685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -8713689.000000 Penalty: 5357.509766
	Iteration 263Q: 3 clusters Score -8713689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -8713693 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8713690 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8713691 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -8713684 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -8713691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -8713696.000000 Penalty: 5357.509766
	Iteration 269Q: 3 clusters Score -8713696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -8713693.000000 Penalty: 5357.509766
	Iteration 270Q: 3 clusters Score -8713693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -8713688.000000 Penalty: 5357.509766
	Iteration 271Q: 3 clusters Score -8713688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -8713688.000000 Penalty: 5357.509766
	Iteration 272Q: 3 clusters Score -8713688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8713691.000000 Penalty: 5357.509766
	Iteration 273Q: 3 clusters Score -8713691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -8713696 nChanged 0
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Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
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	Iteration 275F: 3 clusters Score -8713696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55435 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9935905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9904253 nChanged 25851
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -9918384.000000 Penalty: 5417.791016
	Iteration 1F: 3 clusters Score -9918384 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -9918875.000000 Penalty: 5417.791016
	Iteration 2Q: 3 clusters Score -9918875 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -9919316.000000 Penalty: 5417.791016
	Iteration 3Q: 3 clusters Score -9919316 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -9919779.000000 Penalty: 5417.791016
	Iteration 4Q: 3 clusters Score -9919779 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -9920378.000000 Penalty: 5417.791016
	Iteration 5Q: 3 clusters Score -9920378 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -9921107.000000 Penalty: 5417.791016
	Iteration 6Q: 3 clusters Score -9921107 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -9922030.000000 Penalty: 5417.791016
	Iteration 7Q: 3 clusters Score -9922030 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -9923501.000000 Penalty: 5417.791016
	Iteration 8F: 3 clusters Score -9923501 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -9925293.000000 Penalty: 5417.791016
	Iteration 9F: 3 clusters Score -9925293 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -9927550.000000 Penalty: 5417.791016
	Iteration 10F: 3 clusters Score -9927550 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -9929673.000000 Penalty: 5417.791016
	Iteration 11F: 3 clusters Score -9929673 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9931181.000000 Penalty: 5417.791016
	Iteration 12F: 3 clusters Score -9931181 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -9932009.000000 Penalty: 5417.791016
	Iteration 13Q: 3 clusters Score -9932009 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -9932576.000000 Penalty: 5417.791016
	Iteration 14Q: 3 clusters Score -9932576 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -9932921.000000 Penalty: 5417.791016
	Iteration 15Q: 3 clusters Score -9932921 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -9933215.000000 Penalty: 5417.791016
	Iteration 16Q: 3 clusters Score -9933215 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -9933333.000000 Penalty: 5417.791016
	Iteration 17Q: 3 clusters Score -9933333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -9933391.000000 Penalty: 5417.791016
	Iteration 18Q: 3 clusters Score -9933391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -9933469.000000 Penalty: 5417.791016
	Iteration 19Q: 3 clusters Score -9933469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -9933512.000000 Penalty: 5417.791016
	Iteration 20F: 3 clusters Score -9933512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -9933539.000000 Penalty: 5417.791016
	Iteration 21Q: 3 clusters Score -9933539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -9933558.000000 Penalty: 5417.791016
	Iteration 22Q: 3 clusters Score -9933558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -9933568.000000 Penalty: 5417.791016
	Iteration 23Q: 3 clusters Score -9933568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -9933586.000000 Penalty: 5417.791016
	Iteration 24Q: 3 clusters Score -9933586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -9933594.000000 Penalty: 5417.791016
	Iteration 25Q: 3 clusters Score -9933594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -9933590.000000 Penalty: 5417.791016
	Iteration 26Q: 3 clusters Score -9933590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -9933605.000000 Penalty: 5417.791016
	Iteration 27Q: 3 clusters Score -9933605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -9933595.000000 Penalty: 5417.791016
	Iteration 28Q: 3 clusters Score -9933595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -9933601.000000 Penalty: 5417.791016
	Iteration 29Q: 3 clusters Score -9933601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -9933606.000000 Penalty: 5417.791016
	Iteration 30Q: 3 clusters Score -9933606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -9933608.000000 Penalty: 5417.791016
	Iteration 31Q: 3 clusters Score -9933608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -9933608.000000 Penalty: 5417.791016
	Iteration 32Q: 3 clusters Score -9933608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -9933608.000000 Penalty: 5417.791016
	Iteration 33F: 3 clusters Score -9933608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Entering Unmasked Estep 
Score: -4835725.000000 Penalty: 2535.167725
	Iteration 0F: 2 clusters Score -4835725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4816742.000000 Penalty: 5070.335449
	Iteration 0F: 3 clusters Score -4816742 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4823525.000000 Penalty: 5070.335449
	Iteration 1F: 3 clusters Score -4823525 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4824073.500000 Penalty: 5070.335449
	Iteration 2Q: 3 clusters Score -4824074 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4824609.000000 Penalty: 5070.335449
	Iteration 3Q: 3 clusters Score -4824609 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4825246.000000 Penalty: 5070.335449
	Iteration 4Q: 3 clusters Score -4825246 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4826047.000000 Penalty: 5070.335449
	Iteration 5Q: 3 clusters Score -4826047 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4826969.500000 Penalty: 5070.335449
	Iteration 6F: 3 clusters Score -4826970 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4827961.000000 Penalty: 5070.335449
	Iteration 7F: 3 clusters Score -4827961 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4828828.000000 Penalty: 5070.335449
	Iteration 8F: 3 clusters Score -4828828 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4829669.500000 Penalty: 5070.335449
	Iteration 9Q: 3 clusters Score -4829670 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4830320.500000 Penalty: 5070.335449
	Iteration 10Q: 3 clusters Score -4830320 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4830867.500000 Penalty: 5070.335449
	Iteration 11Q: 3 clusters Score -4830868 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -4831254.500000 Penalty: 5070.335449
	Iteration 12Q: 3 clusters Score -4831254 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4831472.000000 Penalty: 5070.335449
	Iteration 13Q: 3 clusters Score -4831472 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4831696.000000 Penalty: 5070.335449
	Iteration 14Q: 3 clusters Score -4831696 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -4831831.500000 Penalty: 5070.335449
	Iteration 15Q: 3 clusters Score -4831832 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4831937.500000 Penalty: 5070.335449
	Iteration 16Q: 3 clusters Score -4831938 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4832056.000000 Penalty: 5070.335449
	Iteration 17Q: 3 clusters Score -4832056 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4832206.500000 Penalty: 5070.335449
	Iteration 18Q: 3 clusters Score -4832206 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -4832306.000000 Penalty: 5070.335449
	Iteration 19Q: 3 clusters Score -4832306 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4832373.000000 Penalty: 5070.335449
	Iteration 20F: 3 clusters Score -4832373 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4832449.000000 Penalty: 5070.335449
	Iteration 21Q: 3 clusters Score -4832449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4832511.000000 Penalty: 5070.335449
	Iteration 22Q: 3 clusters Score -4832511 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4832584.500000 Penalty: 5070.335449
	Iteration 23Q: 3 clusters Score -4832584 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4832621.000000 Penalty: 5070.335449
	Iteration 24Q: 3 clusters Score -4832621 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4832667.500000 Penalty: 5070.335449
	Iteration 25Q: 3 clusters Score -4832668 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4832709.500000 Penalty: 5070.335449
	Iteration 26Q: 3 clusters Score -4832710 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4832742.500000 Penalty: 5070.335449
	Iteration 27Q: 3 clusters Score -4832742 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4832767.000000 Penalty: 5070.335449
	Iteration 28Q: 3 clusters Score -4832767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4832802.000000 Penalty: 5070.335449
	Iteration 29Q: 3 clusters Score -4832802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4832800.500000 Penalty: 5070.335449
	Iteration 30Q: 3 clusters Score -4832800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4832814.500000 Penalty: 5070.335449
	Iteration 31Q: 3 clusters Score -4832814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4832835.500000 Penalty: 5070.335449
	Iteration 32Q: 3 clusters Score -4832836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4832867.500000 Penalty: 5070.335449
	Iteration 33Q: 3 clusters Score -4832868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4832882.500000 Penalty: 5070.335449
	Iteration 34Q: 3 clusters Score -4832882 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4832914.000000 Penalty: 5070.335449
	Iteration 35Q: 3 clusters Score -4832914 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4832944.500000 Penalty: 5070.335449
	Iteration 36Q: 3 clusters Score -4832944 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4832965.000000 Penalty: 5070.335449
	Iteration 37Q: 3 clusters Score -4832965 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4832989.000000 Penalty: 5070.335449
	Iteration 38Q: 3 clusters Score -4832989 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4833010.500000 Penalty: 5070.335449
	Iteration 39Q: 3 clusters Score -4833010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -4833030.500000 Penalty: 5070.335449
	Iteration 40F: 3 clusters Score -4833030 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4833054.500000 Penalty: 5070.335449
	Iteration 41Q: 3 clusters Score -4833054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4833067.000000 Penalty: 5070.335449
	Iteration 42Q: 3 clusters Score -4833067 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4833077.500000 Penalty: 5070.335449
	Iteration 43Q: 3 clusters Score -4833078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4833095.000000 Penalty: 5070.335449
	Iteration 44Q: 3 clusters Score -4833095 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -4833106.500000 Penalty: 5070.335449
	Iteration 45Q: 3 clusters Score -4833106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4833133.000000 Penalty: 5070.335449
	Iteration 46Q: 3 clusters Score -4833133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4833155.500000 Penalty: 5070.335449
	Iteration 47Q: 3 clusters Score -4833156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4833176.000000 Penalty: 5070.335449
	Iteration 48Q: 3 clusters Score -4833176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4833181.000000 Penalty: 5070.335449
	Iteration 49Q: 3 clusters Score -4833181 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4833192.500000 Penalty: 5070.335449
	Iteration 50Q: 3 clusters Score -4833192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4833200.000000 Penalty: 5070.335449
	Iteration 51Q: 3 clusters Score -4833200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4833203.000000 Penalty: 5070.335449
	Iteration 52Q: 3 clusters Score -4833203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -4833237.500000 Penalty: 5070.335449
	Iteration 53Q: 3 clusters Score -4833238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4833255.000000 Penalty: 5070.335449
	Iteration 54Q: 3 clusters Score -4833255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -4833259.000000 Penalty: 5070.335449
	Iteration 55Q: 3 clusters Score -4833259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -4833265.500000 Penalty: 5070.335449
	Iteration 56Q: 3 clusters Score -4833266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4833281.000000 Penalty: 5070.335449
	Iteration 57Q: 3 clusters Score -4833281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4833289.500000 Penalty: 5070.335449
	Iteration 58Q: 3 clusters Score -4833290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4833292.500000 Penalty: 5070.335449
	Iteration 59Q: 3 clusters Score -4833292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4833310.500000 Penalty: 5070.335449
	Iteration 60F: 3 clusters Score -4833310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -4833313.000000 Penalty: 5070.335449
	Iteration 61Q: 3 clusters Score -4833313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4833317.000000 Penalty: 5070.335449
	Iteration 62Q: 3 clusters Score -4833317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -4833315.000000 Penalty: 5070.335449
	Iteration 63Q: 3 clusters Score -4833315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -4833320.000000 Penalty: 5070.335449
	Iteration 64Q: 3 clusters Score -4833320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4833321.000000 Penalty: 5070.335449
	Iteration 65Q: 3 clusters Score -4833321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4833328.500000 Penalty: 5070.335449
	Iteration 66Q: 3 clusters Score -4833328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4833330.500000 Penalty: 5070.335449
	Iteration 67Q: 3 clusters Score -4833330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4833331.500000 Penalty: 5070.335449
	Iteration 68Q: 3 clusters Score -4833332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4833331.000000 Penalty: 5070.335449
	Iteration 69Q: 3 clusters Score -4833331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4833338.000000 Penalty: 5070.335449
	Iteration 70Q: 3 clusters Score -4833338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -4833338.000000 Penalty: 5070.335449
	Iteration 71Q: 3 clusters Score -4833338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4833338.500000 Penalty: 5070.335449
	Iteration 72Q: 3 clusters Score -4833338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4833334.500000 Penalty: 5070.335449
	Iteration 73Q: 3 clusters Score -4833334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4833336.000000 Penalty: 5070.335449
	Iteration 74Q: 3 clusters Score -4833336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4833331.000000 Penalty: 5070.335449
	Iteration 75Q: 3 clusters Score -4833331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -4833330.000000 Penalty: 5070.335449
	Iteration 76Q: 3 clusters Score -4833330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4833325.500000 Penalty: 5070.335449
	Iteration 77Q: 3 clusters Score -4833326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4833325.500000 Penalty: 5070.335449
	Iteration 78Q: 3 clusters Score -4833326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4833325.500000 Penalty: 5070.335449
	Iteration 79F: 3 clusters Score -4833326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Entering Unmasked Estep 
Score: -4179940.500000 Penalty: 2501.662842
	Iteration 0F: 2 clusters Score -4179940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4163437.500000 Penalty: 5003.325684
	Iteration 0F: 3 clusters Score -4163438 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4169045.750000 Penalty: 5003.325684
	Iteration 1F: 3 clusters Score -4169046 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4169558.750000 Penalty: 5003.325684
	Iteration 2F: 3 clusters Score -4169559 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -4169979.250000 Penalty: 5003.325684
	Iteration 3Q: 3 clusters Score -4169979 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4170345.750000 Penalty: 5003.325684
	Iteration 4Q: 3 clusters Score -4170346 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4170756.500000 Penalty: 5003.325684
	Iteration 5Q: 3 clusters Score -4170756 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -4171209.500000 Penalty: 5003.325684
	Iteration 6Q: 3 clusters Score -4171210 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4171816.500000 Penalty: 5003.325684
	Iteration 7Q: 3 clusters Score -4171816 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4172638.000000 Penalty: 5003.325684
	Iteration 8F: 3 clusters Score -4172638 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4173620.500000 Penalty: 5003.325684
	Iteration 9F: 3 clusters Score -4173620 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4174726.250000 Penalty: 5003.325684
	Iteration 10F: 3 clusters Score -4174726 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4175763.250000 Penalty: 5003.325684
	Iteration 11F: 3 clusters Score -4175763 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4176506.250000 Penalty: 5003.325684
	Iteration 12Q: 3 clusters Score -4176506 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4177028.750000 Penalty: 5003.325684
	Iteration 13Q: 3 clusters Score -4177029 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4177322.250000 Penalty: 5003.325684
	Iteration 14Q: 3 clusters Score -4177322 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4177534.750000 Penalty: 5003.325684
	Iteration 15Q: 3 clusters Score -4177535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4177642.500000 Penalty: 5003.325684
	Iteration 16Q: 3 clusters Score -4177642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4177726.250000 Penalty: 5003.325684
	Iteration 17Q: 3 clusters Score -4177726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4177773.250000 Penalty: 5003.325684
	Iteration 18Q: 3 clusters Score -4177773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4177809.750000 Penalty: 5003.325684
	Iteration 19Q: 3 clusters Score -4177810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4177836.000000 Penalty: 5003.325684
	Iteration 20F: 3 clusters Score -4177836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4177842.000000 Penalty: 5003.325684
	Iteration 21Q: 3 clusters Score -4177842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4177865.500000 Penalty: 5003.325684
	Iteration 22Q: 3 clusters Score -4177866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4177879.750000 Penalty: 5003.325684
	Iteration 23Q: 3 clusters Score -4177880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4177895.000000 Penalty: 5003.325684
	Iteration 24Q: 3 clusters Score -4177895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4177900.500000 Penalty: 5003.325684
	Iteration 25Q: 3 clusters Score -4177900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4177905.250000 Penalty: 5003.325684
	Iteration 26Q: 3 clusters Score -4177905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4177904.500000 Penalty: 5003.325684
	Iteration 27Q: 3 clusters Score -4177904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4177905.250000 Penalty: 5003.325684
	Iteration 28Q: 3 clusters Score -4177905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4177906.000000 Penalty: 5003.325684
	Iteration 29Q: 3 clusters Score -4177906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4177907.500000 Penalty: 5003.325684
	Iteration 30Q: 3 clusters Score -4177908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4177907.500000 Penalty: 5003.325684
	Iteration 31F: 3 clusters Score -4177908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -946369.437500 Penalty: 2133.317383
	Iteration 0F: 2 clusters Score -946369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -941601.250000 Penalty: 4266.634766
	Iteration 0F: 3 clusters Score -941601.2 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -942885.625000 Penalty: 4266.634766
	Iteration 1F: 3 clusters Score -942885.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -943198.437500 Penalty: 4266.634766
	Iteration 2F: 3 clusters Score -943198.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -943388.000000 Penalty: 4266.634766
	Iteration 3F: 3 clusters Score -943388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -943525.562500 Penalty: 4266.634766
	Iteration 4Q: 3 clusters Score -943525.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -943633.937500 Penalty: 4266.634766
	Iteration 5Q: 3 clusters Score -943633.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -943720.937500 Penalty: 4266.634766
	Iteration 6Q: 3 clusters Score -943720.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -943808.937500 Penalty: 4266.634766
	Iteration 7Q: 3 clusters Score -943808.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -943912.312500 Penalty: 4266.634766
	Iteration 8Q: 3 clusters Score -943912.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -944039.562500 Penalty: 4266.634766
	Iteration 9Q: 3 clusters Score -944039.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -944156.937500 Penalty: 4266.634766
	Iteration 10Q: 3 clusters Score -944156.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -944267.687500 Penalty: 4266.634766
	Iteration 11Q: 3 clusters Score -944267.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -944360.312500 Penalty: 4266.634766
	Iteration 12Q: 3 clusters Score -944360.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -944438.687500 Penalty: 4266.634766
	Iteration 13Q: 3 clusters Score -944438.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -944509.312500 Penalty: 4266.634766
	Iteration 14Q: 3 clusters Score -944509.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -944572.937500 Penalty: 4266.634766
	Iteration 15Q: 3 clusters Score -944572.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -944627.562500 Penalty: 4266.634766
	Iteration 16Q: 3 clusters Score -944627.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -944679.125000 Penalty: 4266.634766
	Iteration 17Q: 3 clusters Score -944679.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -944734.062500 Penalty: 4266.634766
	Iteration 18Q: 3 clusters Score -944734.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -944785.875000 Penalty: 4266.634766
	Iteration 19Q: 3 clusters Score -944785.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -944845.250000 Penalty: 4266.634766
	Iteration 20F: 3 clusters Score -944845.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -944903.687500 Penalty: 4266.634766
	Iteration 21Q: 3 clusters Score -944903.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -944940.437500 Penalty: 4266.634766
	Iteration 22Q: 3 clusters Score -944940.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -944965.937500 Penalty: 4266.634766
	Iteration 23Q: 3 clusters Score -944965.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -944996.375000 Penalty: 4266.634766
	Iteration 24Q: 3 clusters Score -944996.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -945018.312500 Penalty: 4266.634766
	Iteration 25Q: 3 clusters Score -945018.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -945035.875000 Penalty: 4266.634766
	Iteration 26Q: 3 clusters Score -945035.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -945051.437500 Penalty: 4266.634766
	Iteration 27Q: 3 clusters Score -945051.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -945060.437500 Penalty: 4266.634766
	Iteration 28Q: 3 clusters Score -945060.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -945073.125000 Penalty: 4266.634766
	Iteration 29Q: 3 clusters Score -945073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -945078.062500 Penalty: 4266.634766
	Iteration 30Q: 3 clusters Score -945078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -945083.625000 Penalty: 4266.634766
	Iteration 31Q: 3 clusters Score -945083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -945090.375000 Penalty: 4266.634766
	Iteration 32Q: 3 clusters Score -945090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -945096.250000 Penalty: 4266.634766
	Iteration 33Q: 3 clusters Score -945096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -945096.750000 Penalty: 4266.634766
	Iteration 34Q: 3 clusters Score -945096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -945096.687500 Penalty: 4266.634766
	Iteration 35Q: 3 clusters Score -945096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -945098.000000 Penalty: 4266.634766
	Iteration 36Q: 3 clusters Score -945098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -945098.687500 Penalty: 4266.634766
	Iteration 37Q: 3 clusters Score -945098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -945099.250000 Penalty: 4266.634766
	Iteration 38Q: 3 clusters Score -945099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -945099.437500 Penalty: 4266.634766
	Iteration 39Q: 3 clusters Score -945099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -945099.437500 Penalty: 4266.634766
	Iteration 40F: 3 clusters Score -945099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Entering Unmasked Estep 
Score: -7290529.500000 Penalty: 2634.807861
	Iteration 0F: 2 clusters Score -7290530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7262834.000000 Penalty: 5269.615723
	Iteration 0F: 3 clusters Score -7262834 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -7273045.500000 Penalty: 5269.615723
	Iteration 1F: 3 clusters Score -7273046 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -7273636.500000 Penalty: 5269.615723
	Iteration 2Q: 3 clusters Score -7273636 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7274110.500000 Penalty: 5269.615723
	Iteration 3Q: 3 clusters Score -7274110 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -7274580.000000 Penalty: 5269.615723
	Iteration 4Q: 3 clusters Score -7274580 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -7275049.500000 Penalty: 5269.615723
	Iteration 5Q: 3 clusters Score -7275050 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -7275636.000000 Penalty: 5269.615723
	Iteration 6Q: 3 clusters Score -7275636 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -7276404.000000 Penalty: 5269.615723
	Iteration 7Q: 3 clusters Score -7276404 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -7277472.500000 Penalty: 5269.615723
	Iteration 8F: 3 clusters Score -7277472 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -7278987.500000 Penalty: 5269.615723
	Iteration 9F: 3 clusters Score -7278988 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -7280877.500000 Penalty: 5269.615723
	Iteration 10F: 3 clusters Score -7280878 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -7283037.000000 Penalty: 5269.615723
	Iteration 11F: 3 clusters Score -7283037 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -7285139.500000 Penalty: 5269.615723
	Iteration 12F: 3 clusters Score -7285140 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -7286684.500000 Penalty: 5269.615723
	Iteration 13Q: 3 clusters Score -7286684 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7287669.000000 Penalty: 5269.615723
	Iteration 14Q: 3 clusters Score -7287669 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7288241.500000 Penalty: 5269.615723
	Iteration 15Q: 3 clusters Score -7288242 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -7288518.000000 Penalty: 5269.615723
	Iteration 16Q: 3 clusters Score -7288518 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -7288710.500000 Penalty: 5269.615723
	Iteration 17Q: 3 clusters Score -7288710 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -7288801.000000 Penalty: 5269.615723
	Iteration 18Q: 3 clusters Score -7288801 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -7288862.000000 Penalty: 5269.615723
	Iteration 19Q: 3 clusters Score -7288862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -7288899.500000 Penalty: 5269.615723
	Iteration 20F: 3 clusters Score -7288900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -7288923.500000 Penalty: 5269.615723
	Iteration 21Q: 3 clusters Score -7288924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7288937.500000 Penalty: 5269.615723
	Iteration 22Q: 3 clusters Score -7288938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -7288939.500000 Penalty: 5269.615723
	Iteration 23Q: 3 clusters Score -7288940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7288958.000000 Penalty: 5269.615723
	Iteration 24Q: 3 clusters Score -7288958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7288949.500000 Penalty: 5269.615723
	Iteration 25Q: 3 clusters Score -7288950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7288947.000000 Penalty: 5269.615723
	Iteration 26Q: 3 clusters Score -7288947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -7288953.000000 Penalty: 5269.615723
	Iteration 27Q: 3 clusters Score -7288953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7288963.000000 Penalty: 5269.615723
	Iteration 28Q: 3 clusters Score -7288963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7288974.000000 Penalty: 5269.615723
	Iteration 29Q: 3 clusters Score -7288974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7288975.500000 Penalty: 5269.615723
	Iteration 30Q: 3 clusters Score -7288976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -7288985.500000 Penalty: 5269.615723
	Iteration 31Q: 3 clusters Score -7288986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -7288989.500000 Penalty: 5269.615723
	Iteration 32Q: 3 clusters Score -7288990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7288990.000000 Penalty: 5269.615723
	Iteration 33Q: 3 clusters Score -7288990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7288990.500000 Penalty: 5269.615723
	Iteration 34Q: 3 clusters Score -7288990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7288991.000000 Penalty: 5269.615723
	Iteration 35Q: 3 clusters Score -7288991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -7288995.500000 Penalty: 5269.615723
	Iteration 36Q: 3 clusters Score -7288996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -7288991.500000 Penalty: 5269.615723
	Iteration 37Q: 3 clusters Score -7288992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -7288992.500000 Penalty: 5269.615723
	Iteration 38Q: 3 clusters Score -7288992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -7288992.500000 Penalty: 5269.615723
	Iteration 39F: 3 clusters Score -7288992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Entering Unmasked Estep 
Score: -2845919.250000 Penalty: 2401.684570
	Iteration 0F: 2 clusters Score -2845919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2834295.250000 Penalty: 4803.369141
	Iteration 0F: 3 clusters Score -2834295 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2838078.750000 Penalty: 4803.369141
	Iteration 1F: 3 clusters Score -2838079 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2838517.750000 Penalty: 4803.369141
	Iteration 2F: 3 clusters Score -2838518 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2838935.750000 Penalty: 4803.369141
	Iteration 3F: 3 clusters Score -2838936 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2839364.750000 Penalty: 4803.369141
	Iteration 4F: 3 clusters Score -2839365 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2839871.250000 Penalty: 4803.369141
	Iteration 5F: 3 clusters Score -2839871 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2840454.000000 Penalty: 4803.369141
	Iteration 6F: 3 clusters Score -2840454 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2841201.000000 Penalty: 4803.369141
	Iteration 7F: 3 clusters Score -2841201 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2841983.000000 Penalty: 4803.369141
	Iteration 8F: 3 clusters Score -2841983 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2842661.250000 Penalty: 4803.369141
	Iteration 9F: 3 clusters Score -2842661 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2843217.500000 Penalty: 4803.369141
	Iteration 10Q: 3 clusters Score -2843218 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2843648.250000 Penalty: 4803.369141
	Iteration 11Q: 3 clusters Score -2843648 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2843913.750000 Penalty: 4803.369141
	Iteration 12Q: 3 clusters Score -2843914 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2844074.000000 Penalty: 4803.369141
	Iteration 13Q: 3 clusters Score -2844074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2844154.750000 Penalty: 4803.369141
	Iteration 14Q: 3 clusters Score -2844155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2844209.250000 Penalty: 4803.369141
	Iteration 15Q: 3 clusters Score -2844209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2844249.500000 Penalty: 4803.369141
	Iteration 16Q: 3 clusters Score -2844250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2844273.000000 Penalty: 4803.369141
	Iteration 17Q: 3 clusters Score -2844273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2844282.000000 Penalty: 4803.369141
	Iteration 18Q: 3 clusters Score -2844282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2844296.750000 Penalty: 4803.369141
	Iteration 19Q: 3 clusters Score -2844297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2844305.250000 Penalty: 4803.369141
	Iteration 20F: 3 clusters Score -2844305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2844312.250000 Penalty: 4803.369141
	Iteration 21Q: 3 clusters Score -2844312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2844313.500000 Penalty: 4803.369141
	Iteration 22Q: 3 clusters Score -2844314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2844318.750000 Penalty: 4803.369141
	Iteration 23Q: 3 clusters Score -2844319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2844320.250000 Penalty: 4803.369141
	Iteration 24Q: 3 clusters Score -2844320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2844320.250000 Penalty: 4803.369141
	Iteration 25F: 3 clusters Score -2844320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 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 270 members 
Entering Unmasked Estep 
Score: -46384.710938 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46384.71 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47119.140625 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -47119.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47500.308594 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -47500.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47766.816406 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -47766.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47930.234375 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -47930.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48017.328125 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -48017.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48041.820312 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -48041.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48051.812500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -48051.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48063.101562 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -48063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48065.234375 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -48065.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48067.171875 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -48067.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48067.171875 Penalty: 3129.719482
	Iteration 11F: 3 clusters Score -48067.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 48482 members 
Mstep: Class 3 contains 23174 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 24037 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 57462 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50373 members 
Mstep: Class 20 contains 49395 members 
Mstep: Class 21 contains 44021 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44207 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48023 members 
Mstep: Class 29 contains 50506 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45031 members 
Mstep: Class 32 contains 43730 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 46238 members 
Mstep: Class 36 contains 49608 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 170 members 
Entering Unmasked Estep 
Score: -196411088.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196412336.000000 to -196411088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -1232258.500000 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -1232258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1226468.625000 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -1226469 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1228192.375000 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -1228192 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1228552.125000 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -1228552 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1228815.500000 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -1228816 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1229051.750000 Penalty: 4393.962402
	Iteration 4Q: 3 clusters Score -1229052 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1229270.750000 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -1229271 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1229467.250000 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -1229467 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1229654.375000 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -1229654 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1229814.125000 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -1229814 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1229961.125000 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -1229961 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1230085.625000 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -1230086 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1230176.250000 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -1230176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1230270.625000 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -1230271 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1230364.125000 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -1230364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1230458.375000 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -1230458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1230533.625000 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -1230534 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1230605.625000 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -1230606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1230663.250000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -1230663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1230714.875000 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -1230715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1230777.750000 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -1230778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1230844.625000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -1230845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1230893.125000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -1230893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1230936.875000 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -1230937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1230978.625000 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -1230979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1231002.625000 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -1231003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1231024.375000 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -1231024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1231036.250000 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -1231036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1231044.250000 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -1231044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1231047.750000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -1231048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1231060.000000 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -1231060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1231068.250000 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -1231068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1231070.750000 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -1231071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1231072.125000 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -1231072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1231072.000000 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -1231072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1231072.500000 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -1231072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1231075.875000 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -1231076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1231072.875000 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -1231073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1231077.000000 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -1231077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1231078.750000 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -1231079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1231078.750000 Penalty: 4393.962402
	Iteration 39Q: 3 clusters Score -1231079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1231079.000000 Penalty: 4393.962402
	Iteration 40F: 3 clusters Score -1231079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Entering Unmasked Estep 
Score: -9247942.000000 Penalty: 2689.084961
	Iteration 0F: 2 clusters Score -9247942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -9217323.000000 Penalty: 5378.169922
	Iteration 0F: 3 clusters Score -9217323 nChanged 23670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -9230033.000000 Penalty: 5378.169922
	Iteration 1F: 3 clusters Score -9230033 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -9230493.000000 Penalty: 5378.169922
	Iteration 2Q: 3 clusters Score -9230493 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -9230833.000000 Penalty: 5378.169922
	Iteration 3Q: 3 clusters Score -9230833 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -9231219.000000 Penalty: 5378.169922
	Iteration 4Q: 3 clusters Score -9231219 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -9231489.000000 Penalty: 5378.169922
	Iteration 5Q: 3 clusters Score -9231489 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -9231802.000000 Penalty: 5378.169922
	Iteration 6Q: 3 clusters Score -9231802 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -9232087.000000 Penalty: 5378.169922
	Iteration 7Q: 3 clusters Score -9232087 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -9232299.000000 Penalty: 5378.169922
	Iteration 8Q: 3 clusters Score -9232299 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -9232546.000000 Penalty: 5378.169922
	Iteration 9Q: 3 clusters Score -9232546 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -9232859.000000 Penalty: 5378.169922
	Iteration 10Q: 3 clusters Score -9232859 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -9233284.000000 Penalty: 5378.169922
	Iteration 11Q: 3 clusters Score -9233284 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -9233776.000000 Penalty: 5378.169922
	Iteration 12Q: 3 clusters Score -9233776 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -9234382.000000 Penalty: 5378.169922
	Iteration 13Q: 3 clusters Score -9234382 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -9235307.000000 Penalty: 5378.169922
	Iteration 14Q: 3 clusters Score -9235307 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -9236537.000000 Penalty: 5378.169922
	Iteration 15Q: 3 clusters Score -9236537 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -9238062.000000 Penalty: 5378.169922
	Iteration 16Q: 3 clusters Score -9238062 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -9239801.000000 Penalty: 5378.169922
	Iteration 17F: 3 clusters Score -9239801 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -9241409.000000 Penalty: 5378.169922
	Iteration 18Q: 3 clusters Score -9241409 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -9242706.000000 Penalty: 5378.169922
	Iteration 19Q: 3 clusters Score -9242706 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -9243541.000000 Penalty: 5378.169922
	Iteration 20F: 3 clusters Score -9243541 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -9244123.000000 Penalty: 5378.169922
	Iteration 21Q: 3 clusters Score -9244123 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -9244434.000000 Penalty: 5378.169922
	Iteration 22Q: 3 clusters Score -9244434 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -9244582.000000 Penalty: 5378.169922
	Iteration 23Q: 3 clusters Score -9244582 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -9244779.000000 Penalty: 5378.169922
	Iteration 24Q: 3 clusters Score -9244779 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -9244957.000000 Penalty: 5378.169922
	Iteration 25Q: 3 clusters Score -9244957 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -9245099.000000 Penalty: 5378.169922
	Iteration 26Q: 3 clusters Score -9245099 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -9245135.000000 Penalty: 5378.169922
	Iteration 27Q: 3 clusters Score -9245135 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9245227.000000 Penalty: 5378.169922
	Iteration 28Q: 3 clusters Score -9245227 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -9245326.000000 Penalty: 5378.169922
	Iteration 29Q: 3 clusters Score -9245326 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -9245383.000000 Penalty: 5378.169922
	Iteration 30Q: 3 clusters Score -9245383 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -9245461.000000 Penalty: 5378.169922
	Iteration 31Q: 3 clusters Score -9245461 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -9245476.000000 Penalty: 5378.169922
	Iteration 32Q: 3 clusters Score -9245476 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -9245539.000000 Penalty: 5378.169922
	Iteration 33Q: 3 clusters Score -9245539 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -9245559.000000 Penalty: 5378.169922
	Iteration 34Q: 3 clusters Score -9245559 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -9245614.000000 Penalty: 5378.169922
	Iteration 35Q: 3 clusters Score -9245614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -9245640.000000 Penalty: 5378.169922
	Iteration 36Q: 3 clusters Score -9245640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9245656.000000 Penalty: 5378.169922
	Iteration 37Q: 3 clusters Score -9245656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -9245682.000000 Penalty: 5378.169922
	Iteration 38Q: 3 clusters Score -9245682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -9245686.000000 Penalty: 5378.169922
	Iteration 39Q: 3 clusters Score -9245686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9245694.000000 Penalty: 5378.169922
	Iteration 40F: 3 clusters Score -9245694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9245708.000000 Penalty: 5378.169922
	Iteration 41Q: 3 clusters Score -9245708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -9245723.000000 Penalty: 5378.169922
	Iteration 42Q: 3 clusters Score -9245723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -9245719.000000 Penalty: 5378.169922
	Iteration 43Q: 3 clusters Score -9245719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -9245716.000000 Penalty: 5378.169922
	Iteration 44Q: 3 clusters Score -9245716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -9245725.000000 Penalty: 5378.169922
	Iteration 45Q: 3 clusters Score -9245725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -9245721.000000 Penalty: 5378.169922
	Iteration 46Q: 3 clusters Score -9245721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -9245721.000000 Penalty: 5378.169922
	Iteration 47F: 3 clusters Score -9245721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -140965.906250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -140965.9 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 431 members 
Entering Unmasked Estep 
Score: -139213.718750 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -139213.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139676.718750 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -139676.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139925.593750 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -139925.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140063.625000 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -140063.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140142.281250 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -140142.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140187.984375 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -140188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140230.953125 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -140231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140281.578125 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -140281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140316.406250 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -140316.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140350.468750 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -140350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140363.031250 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -140363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140366.984375 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -140367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140367.593750 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -140367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140369.890625 Penalty: 3336.211914
	Iteration 13F: 3 clusters Score -140369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140378.218750 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -140378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140424.906250 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -140424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140484.796875 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -140484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140514.390625 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -140514.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140538.703125 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -140538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140551.625000 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -140551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -140566.046875 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -140566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -140570.859375 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -140570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -140572.968750 Penalty: 3336.211914
	Iteration 22Q: 3 clusters Score -140573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -140572.968750 Penalty: 3336.211914
	Iteration 23F: 3 clusters Score -140573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Entering Unmasked Estep 
Score: -3016604.750000 Penalty: 2417.909912
	Iteration 0F: 2 clusters Score -3016605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3004321.750000 Penalty: 4835.819824
	Iteration 0F: 3 clusters Score -3004322 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3008487.500000 Penalty: 4835.819824
	Iteration 1F: 3 clusters Score -3008488 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3009054.750000 Penalty: 4835.819824
	Iteration 2F: 3 clusters Score -3009055 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3009594.000000 Penalty: 4835.819824
	Iteration 3F: 3 clusters Score -3009594 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3010157.750000 Penalty: 4835.819824
	Iteration 4F: 3 clusters Score -3010158 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3010670.750000 Penalty: 4835.819824
	Iteration 5F: 3 clusters Score -3010671 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3011149.250000 Penalty: 4835.819824
	Iteration 6F: 3 clusters Score -3011149 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3011639.250000 Penalty: 4835.819824
	Iteration 7Q: 3 clusters Score -3011639 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3012195.500000 Penalty: 4835.819824
	Iteration 8Q: 3 clusters Score -3012196 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3012780.000000 Penalty: 4835.819824
	Iteration 9Q: 3 clusters Score -3012780 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3013249.250000 Penalty: 4835.819824
	Iteration 10Q: 3 clusters Score -3013249 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3013605.250000 Penalty: 4835.819824
	Iteration 11Q: 3 clusters Score -3013605 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3013792.000000 Penalty: 4835.819824
	Iteration 12Q: 3 clusters Score -3013792 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3013918.750000 Penalty: 4835.819824
	Iteration 13Q: 3 clusters Score -3013919 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3014008.500000 Penalty: 4835.819824
	Iteration 14Q: 3 clusters Score -3014008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3014067.250000 Penalty: 4835.819824
	Iteration 15Q: 3 clusters Score -3014067 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3014112.000000 Penalty: 4835.819824
	Iteration 16Q: 3 clusters Score -3014112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3014143.000000 Penalty: 4835.819824
	Iteration 17Q: 3 clusters Score -3014143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3014153.000000 Penalty: 4835.819824
	Iteration 18Q: 3 clusters Score -3014153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3014173.500000 Penalty: 4835.819824
	Iteration 19Q: 3 clusters Score -3014174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3014193.500000 Penalty: 4835.819824
	Iteration 20F: 3 clusters Score -3014194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3014205.500000 Penalty: 4835.819824
	Iteration 21Q: 3 clusters Score -3014206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3014206.500000 Penalty: 4835.819824
	Iteration 22Q: 3 clusters Score -3014206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3014222.000000 Penalty: 4835.819824
	Iteration 23Q: 3 clusters Score -3014222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3014226.000000 Penalty: 4835.819824
	Iteration 24Q: 3 clusters Score -3014226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3014234.750000 Penalty: 4835.819824
	Iteration 25Q: 3 clusters Score -3014235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3014252.250000 Penalty: 4835.819824
	Iteration 26Q: 3 clusters Score -3014252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3014257.500000 Penalty: 4835.819824
	Iteration 27Q: 3 clusters Score -3014258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3014255.750000 Penalty: 4835.819824
	Iteration 28Q: 3 clusters Score -3014256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3014252.000000 Penalty: 4835.819824
	Iteration 29Q: 3 clusters Score -3014252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3014257.000000 Penalty: 4835.819824
	Iteration 30Q: 3 clusters Score -3014257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3014256.000000 Penalty: 4835.819824
	Iteration 31Q: 3 clusters Score -3014256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3014270.000000 Penalty: 4835.819824
	Iteration 32Q: 3 clusters Score -3014270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3014267.750000 Penalty: 4835.819824
	Iteration 33Q: 3 clusters Score -3014268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3014274.000000 Penalty: 4835.819824
	Iteration 34Q: 3 clusters Score -3014274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3014280.500000 Penalty: 4835.819824
	Iteration 35Q: 3 clusters Score -3014280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3014283.250000 Penalty: 4835.819824
	Iteration 36Q: 3 clusters Score -3014283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3014285.250000 Penalty: 4835.819824
	Iteration 37Q: 3 clusters Score -3014285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3014292.750000 Penalty: 4835.819824
	Iteration 38Q: 3 clusters Score -3014293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3014292.250000 Penalty: 4835.819824
	Iteration 39Q: 3 clusters Score -3014292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3014310.000000 Penalty: 4835.819824
	Iteration 40F: 3 clusters Score -3014310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3014324.250000 Penalty: 4835.819824
	Iteration 41Q: 3 clusters Score -3014324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3014332.500000 Penalty: 4835.819824
	Iteration 42Q: 3 clusters Score -3014332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3014340.500000 Penalty: 4835.819824
	Iteration 43Q: 3 clusters Score -3014340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3014343.000000 Penalty: 4835.819824
	Iteration 44Q: 3 clusters Score -3014343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3014358.500000 Penalty: 4835.819824
	Iteration 45Q: 3 clusters Score -3014358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3014362.500000 Penalty: 4835.819824
	Iteration 46Q: 3 clusters Score -3014362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3014366.500000 Penalty: 4835.819824
	Iteration 47Q: 3 clusters Score -3014366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3014380.000000 Penalty: 4835.819824
	Iteration 48Q: 3 clusters Score -3014380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3014389.500000 Penalty: 4835.819824
	Iteration 49Q: 3 clusters Score -3014390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3014399.250000 Penalty: 4835.819824
	Iteration 50Q: 3 clusters Score -3014399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3014410.000000 Penalty: 4835.819824
	Iteration 51Q: 3 clusters Score -3014410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3014410.750000 Penalty: 4835.819824
	Iteration 52Q: 3 clusters Score -3014411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3014415.000000 Penalty: 4835.819824
	Iteration 53Q: 3 clusters Score -3014415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3014420.250000 Penalty: 4835.819824
	Iteration 54Q: 3 clusters Score -3014420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3014427.000000 Penalty: 4835.819824
	Iteration 55Q: 3 clusters Score -3014427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3014438.500000 Penalty: 4835.819824
	Iteration 56Q: 3 clusters Score -3014438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3014446.000000 Penalty: 4835.819824
	Iteration 57Q: 3 clusters Score -3014446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3014440.750000 Penalty: 4835.819824
	Iteration 58Q: 3 clusters Score -3014441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3014439.750000 Penalty: 4835.819824
	Iteration 59Q: 3 clusters Score -3014440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3014436.500000 Penalty: 4835.819824
	Iteration 60F: 3 clusters Score -3014436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3014436.250000 Penalty: 4835.819824
	Iteration 61Q: 3 clusters Score -3014436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3014447.000000 Penalty: 4835.819824
	Iteration 62Q: 3 clusters Score -3014447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3014448.250000 Penalty: 4835.819824
	Iteration 63Q: 3 clusters Score -3014448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3014451.250000 Penalty: 4835.819824
	Iteration 64Q: 3 clusters Score -3014451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3014458.500000 Penalty: 4835.819824
	Iteration 65Q: 3 clusters Score -3014458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3014462.500000 Penalty: 4835.819824
	Iteration 66Q: 3 clusters Score -3014462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3014459.000000 Penalty: 4835.819824
	Iteration 67Q: 3 clusters Score -3014459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3014460.000000 Penalty: 4835.819824
	Iteration 68Q: 3 clusters Score -3014460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3014457.500000 Penalty: 4835.819824
	Iteration 69Q: 3 clusters Score -3014458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3014459.750000 Penalty: 4835.819824
	Iteration 70Q: 3 clusters Score -3014460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3014461.750000 Penalty: 4835.819824
	Iteration 71Q: 3 clusters Score -3014462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3014463.750000 Penalty: 4835.819824
	Iteration 72Q: 3 clusters Score -3014464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3014461.500000 Penalty: 4835.819824
	Iteration 73Q: 3 clusters Score -3014462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3014471.000000 Penalty: 4835.819824
	Iteration 74Q: 3 clusters Score -3014471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3014470.500000 Penalty: 4835.819824
	Iteration 75Q: 3 clusters Score -3014470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3014481.500000 Penalty: 4835.819824
	Iteration 76Q: 3 clusters Score -3014482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3014483.250000 Penalty: 4835.819824
	Iteration 77Q: 3 clusters Score -3014483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3014486.250000 Penalty: 4835.819824
	Iteration 78Q: 3 clusters Score -3014486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3014489.250000 Penalty: 4835.819824
	Iteration 79Q: 3 clusters Score -3014489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3014501.000000 Penalty: 4835.819824
	Iteration 80F: 3 clusters Score -3014501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3014511.750000 Penalty: 4835.819824
	Iteration 81Q: 3 clusters Score -3014512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3014511.250000 Penalty: 4835.819824
	Iteration 82Q: 3 clusters Score -3014511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3014521.250000 Penalty: 4835.819824
	Iteration 83Q: 3 clusters Score -3014521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3014527.500000 Penalty: 4835.819824
	Iteration 84Q: 3 clusters Score -3014528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3014526.000000 Penalty: 4835.819824
	Iteration 85Q: 3 clusters Score -3014526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3014524.250000 Penalty: 4835.819824
	Iteration 86Q: 3 clusters Score -3014524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3014532.000000 Penalty: 4835.819824
	Iteration 87Q: 3 clusters Score -3014532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3014535.000000 Penalty: 4835.819824
	Iteration 88Q: 3 clusters Score -3014535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3014536.250000 Penalty: 4835.819824
	Iteration 89Q: 3 clusters Score -3014536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3014539.000000 Penalty: 4835.819824
	Iteration 90Q: 3 clusters Score -3014539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3014537.500000 Penalty: 4835.819824
	Iteration 91Q: 3 clusters Score -3014538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3014536.250000 Penalty: 4835.819824
	Iteration 92Q: 3 clusters Score -3014536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3014536.000000 Penalty: 4835.819824
	Iteration 93Q: 3 clusters Score -3014536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3014538.000000 Penalty: 4835.819824
	Iteration 94Q: 3 clusters Score -3014538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3014536.250000 Penalty: 4835.819824
	Iteration 95Q: 3 clusters Score -3014536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3014537.750000 Penalty: 4835.819824
	Iteration 96Q: 3 clusters Score -3014538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3014543.000000 Penalty: 4835.819824
	Iteration 97Q: 3 clusters Score -3014543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3014539.750000 Penalty: 4835.819824
	Iteration 98Q: 3 clusters Score -3014540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3014537.500000 Penalty: 4835.819824
	Iteration 99Q: 3 clusters Score -3014538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3014541.500000 Penalty: 4835.819824
	Iteration 100F: 3 clusters Score -3014542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3014544.000000 Penalty: 4835.819824
	Iteration 101Q: 3 clusters Score -3014544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3014544.500000 Penalty: 4835.819824
	Iteration 102Q: 3 clusters Score -3014544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3014546.500000 Penalty: 4835.819824
	Iteration 103Q: 3 clusters Score -3014546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3014549.500000 Penalty: 4835.819824
	Iteration 104Q: 3 clusters Score -3014550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3014551.750000 Penalty: 4835.819824
	Iteration 105Q: 3 clusters Score -3014552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3014548.000000 Penalty: 4835.819824
	Iteration 106Q: 3 clusters Score -3014548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3014549.250000 Penalty: 4835.819824
	Iteration 107Q: 3 clusters Score -3014549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3014551.750000 Penalty: 4835.819824
	Iteration 108Q: 3 clusters Score -3014552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3014550.750000 Penalty: 4835.819824
	Iteration 109Q: 3 clusters Score -3014551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3014550.750000 Penalty: 4835.819824
	Iteration 110F: 3 clusters Score -3014551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Entering Unmasked Estep 
Score: -7564467.000000 Penalty: 2642.679199
	Iteration 0F: 2 clusters Score -7564467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -7536172.000000 Penalty: 5285.358398
	Iteration 0F: 3 clusters Score -7536172 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7547101.500000 Penalty: 5285.358398
	Iteration 1F: 3 clusters Score -7547102 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -7548074.500000 Penalty: 5285.358398
	Iteration 2F: 3 clusters Score -7548074 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -7549427.000000 Penalty: 5285.358398
	Iteration 3F: 3 clusters Score -7549427 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -7551221.000000 Penalty: 5285.358398
	Iteration 4F: 3 clusters Score -7551221 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -7553429.000000 Penalty: 5285.358398
	Iteration 5F: 3 clusters Score -7553429 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7555825.500000 Penalty: 5285.358398
	Iteration 6F: 3 clusters Score -7555826 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -7558011.000000 Penalty: 5285.358398
	Iteration 7F: 3 clusters Score -7558011 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -7559759.500000 Penalty: 5285.358398
	Iteration 8F: 3 clusters Score -7559760 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -7561003.000000 Penalty: 5285.358398
	Iteration 9Q: 3 clusters Score -7561003 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7561728.000000 Penalty: 5285.358398
	Iteration 10Q: 3 clusters Score -7561728 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -7562052.500000 Penalty: 5285.358398
	Iteration 11Q: 3 clusters Score -7562052 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -7562270.000000 Penalty: 5285.358398
	Iteration 12Q: 3 clusters Score -7562270 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -7562389.500000 Penalty: 5285.358398
	Iteration 13Q: 3 clusters Score -7562390 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7562457.000000 Penalty: 5285.358398
	Iteration 14Q: 3 clusters Score -7562457 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7562517.000000 Penalty: 5285.358398
	Iteration 15Q: 3 clusters Score -7562517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -7562559.000000 Penalty: 5285.358398
	Iteration 16Q: 3 clusters Score -7562559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7562578.000000 Penalty: 5285.358398
	Iteration 17Q: 3 clusters Score -7562578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -7562621.000000 Penalty: 5285.358398
	Iteration 18Q: 3 clusters Score -7562621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7562635.000000 Penalty: 5285.358398
	Iteration 19Q: 3 clusters Score -7562635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -7562658.000000 Penalty: 5285.358398
	Iteration 20F: 3 clusters Score -7562658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -7562668.000000 Penalty: 5285.358398
	Iteration 21Q: 3 clusters Score -7562668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -7562679.500000 Penalty: 5285.358398
	Iteration 22Q: 3 clusters Score -7562680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -7562694.000000 Penalty: 5285.358398
	Iteration 23Q: 3 clusters Score -7562694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7562709.000000 Penalty: 5285.358398
	Iteration 24Q: 3 clusters Score -7562709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -7562708.000000 Penalty: 5285.358398
	Iteration 25Q: 3 clusters Score -7562708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7562714.500000 Penalty: 5285.358398
	Iteration 26Q: 3 clusters Score -7562714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -7562710.000000 Penalty: 5285.358398
	Iteration 27Q: 3 clusters Score -7562710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -7562709.500000 Penalty: 5285.358398
	Iteration 28Q: 3 clusters Score -7562710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -7562712.000000 Penalty: 5285.358398
	Iteration 29Q: 3 clusters Score -7562712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -7562712.000000 Penalty: 5285.358398
	Iteration 30F: 3 clusters Score -7562712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Entering Unmasked Estep 
Score: -10348714.000000 Penalty: 2717.802002
	Iteration 0F: 2 clusters Score -1.034871e+07 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 28948 members 
Entering Unmasked Estep 
Score: -10317625.000000 Penalty: 5435.604004
	Iteration 0F: 3 clusters Score -1.031762e+07 nChanged 26744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -10332538.000000 Penalty: 5435.604004
	Iteration 1F: 3 clusters Score -1.033254e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -10333297.000000 Penalty: 5435.604004
	Iteration 2Q: 3 clusters Score -1.03333e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -10334435.000000 Penalty: 5435.604004
	Iteration 3Q: 3 clusters Score -1.033444e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -10336187.000000 Penalty: 5435.604004
	Iteration 4F: 3 clusters Score -1.033619e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -10338678.000000 Penalty: 5435.604004
	Iteration 5F: 3 clusters Score -1.033868e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -10341060.000000 Penalty: 5435.604004
	Iteration 6F: 3 clusters Score -1.034106e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -10342761.000000 Penalty: 5435.604004
	Iteration 7F: 3 clusters Score -1.034276e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -10343768.000000 Penalty: 5435.604004
	Iteration 8F: 3 clusters Score -1.034377e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -10344673.000000 Penalty: 5435.604004
	Iteration 9Q: 3 clusters Score -1.034467e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -10345325.000000 Penalty: 5435.604004
	Iteration 10Q: 3 clusters Score -1.034532e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -10345705.000000 Penalty: 5435.604004
	Iteration 11Q: 3 clusters Score -1.03457e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -10345981.000000 Penalty: 5435.604004
	Iteration 12Q: 3 clusters Score -1.034598e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -10346136.000000 Penalty: 5435.604004
	Iteration 13Q: 3 clusters Score -1.034614e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -10346205.000000 Penalty: 5435.604004
	Iteration 14Q: 3 clusters Score -1.03462e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -10346245.000000 Penalty: 5435.604004
	Iteration 15Q: 3 clusters Score -1.034624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -10346281.000000 Penalty: 5435.604004
	Iteration 16Q: 3 clusters Score -1.034628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -10346311.000000 Penalty: 5435.604004
	Iteration 17Q: 3 clusters Score -1.034631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -10346324.000000 Penalty: 5435.604004
	Iteration 18Q: 3 clusters Score -1.034632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -10346333.000000 Penalty: 5435.604004
	Iteration 19Q: 3 clusters Score -1.034633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -10346338.000000 Penalty: 5435.604004
	Iteration 20F: 3 clusters Score -1.034634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -10346349.000000 Penalty: 5435.604004
	Iteration 21Q: 3 clusters Score -1.034635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -10346354.000000 Penalty: 5435.604004
	Iteration 22Q: 3 clusters Score -1.034635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -10346368.000000 Penalty: 5435.604004
	Iteration 23Q: 3 clusters Score -1.034637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -10346372.000000 Penalty: 5435.604004
	Iteration 24Q: 3 clusters Score -1.034637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -10346371.000000 Penalty: 5435.604004
	Iteration 25Q: 3 clusters Score -1.034637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -10346374.000000 Penalty: 5435.604004
	Iteration 26Q: 3 clusters Score -1.034637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -10346374.000000 Penalty: 5435.604004
	Iteration 27F: 3 clusters Score -1.034637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -764430.437500 Penalty: 2073.761719
	Iteration 0F: 2 clusters Score -764430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -760366.000000 Penalty: 4147.523438
	Iteration 0F: 3 clusters Score -760366 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -761277.437500 Penalty: 4147.523438
	Iteration 1F: 3 clusters Score -761277.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -761465.187500 Penalty: 4147.523438
	Iteration 2F: 3 clusters Score -761465.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -761584.875000 Penalty: 4147.523438
	Iteration 3Q: 3 clusters Score -761584.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -761655.625000 Penalty: 4147.523438
	Iteration 4Q: 3 clusters Score -761655.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -761708.812500 Penalty: 4147.523438
	Iteration 5Q: 3 clusters Score -761708.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -761750.562500 Penalty: 4147.523438
	Iteration 6Q: 3 clusters Score -761750.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -761788.250000 Penalty: 4147.523438
	Iteration 7Q: 3 clusters Score -761788.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -761826.187500 Penalty: 4147.523438
	Iteration 8Q: 3 clusters Score -761826.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -761859.062500 Penalty: 4147.523438
	Iteration 9Q: 3 clusters Score -761859.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -761886.000000 Penalty: 4147.523438
	Iteration 10Q: 3 clusters Score -761886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -761911.937500 Penalty: 4147.523438
	Iteration 11Q: 3 clusters Score -761911.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -761934.687500 Penalty: 4147.523438
	Iteration 12Q: 3 clusters Score -761934.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -761957.500000 Penalty: 4147.523438
	Iteration 13Q: 3 clusters Score -761957.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -761975.500000 Penalty: 4147.523438
	Iteration 14Q: 3 clusters Score -761975.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -762014.750000 Penalty: 4147.523438
	Iteration 15Q: 3 clusters Score -762014.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -762044.437500 Penalty: 4147.523438
	Iteration 16Q: 3 clusters Score -762044.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -762070.000000 Penalty: 4147.523438
	Iteration 17Q: 3 clusters Score -762070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -762099.437500 Penalty: 4147.523438
	Iteration 18Q: 3 clusters Score -762099.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -762132.750000 Penalty: 4147.523438
	Iteration 19Q: 3 clusters Score -762132.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -762166.500000 Penalty: 4147.523438
	Iteration 20F: 3 clusters Score -762166.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -762200.562500 Penalty: 4147.523438
	Iteration 21Q: 3 clusters Score -762200.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -762227.437500 Penalty: 4147.523438
	Iteration 22Q: 3 clusters Score -762227.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -762268.250000 Penalty: 4147.523438
	Iteration 23Q: 3 clusters Score -762268.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -762298.250000 Penalty: 4147.523438
	Iteration 24Q: 3 clusters Score -762298.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -762330.625000 Penalty: 4147.523438
	Iteration 25Q: 3 clusters Score -762330.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -762352.312500 Penalty: 4147.523438
	Iteration 26Q: 3 clusters Score -762352.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -762366.750000 Penalty: 4147.523438
	Iteration 27Q: 3 clusters Score -762366.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -762385.062500 Penalty: 4147.523438
	Iteration 28Q: 3 clusters Score -762385.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -762398.562500 Penalty: 4147.523438
	Iteration 29Q: 3 clusters Score -762398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -762407.875000 Penalty: 4147.523438
	Iteration 30Q: 3 clusters Score -762407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -762417.375000 Penalty: 4147.523438
	Iteration 31Q: 3 clusters Score -762417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -762423.750000 Penalty: 4147.523438
	Iteration 32Q: 3 clusters Score -762423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -762429.562500 Penalty: 4147.523438
	Iteration 33Q: 3 clusters Score -762429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -762432.750000 Penalty: 4147.523438
	Iteration 34Q: 3 clusters Score -762432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -762438.875000 Penalty: 4147.523438
	Iteration 35Q: 3 clusters Score -762438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -762441.875000 Penalty: 4147.523438
	Iteration 36Q: 3 clusters Score -762441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -762444.250000 Penalty: 4147.523438
	Iteration 37Q: 3 clusters Score -762444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -762447.000000 Penalty: 4147.523438
	Iteration 38Q: 3 clusters Score -762447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -762446.562500 Penalty: 4147.523438
	Iteration 39Q: 3 clusters Score -762446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -762448.062500 Penalty: 4147.523438
	Iteration 40F: 3 clusters Score -762448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Entering Unmasked Estep 
Score: -9089677.000000 Penalty: 2685.148193
	Iteration 0F: 2 clusters Score -9089677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -9057716.000000 Penalty: 5370.296387
	Iteration 0F: 3 clusters Score -9057716 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -9070661.000000 Penalty: 5370.296387
	Iteration 1F: 3 clusters Score -9070661 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -9071311.000000 Penalty: 5370.296387
	Iteration 2Q: 3 clusters Score -9071311 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -9072036.000000 Penalty: 5370.296387
	Iteration 3Q: 3 clusters Score -9072036 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -9072835.000000 Penalty: 5370.296387
	Iteration 4Q: 3 clusters Score -9072835 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -9073814.000000 Penalty: 5370.296387
	Iteration 5Q: 3 clusters Score -9073814 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -9074976.000000 Penalty: 5370.296387
	Iteration 6Q: 3 clusters Score -9074976 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -9076415.000000 Penalty: 5370.296387
	Iteration 7Q: 3 clusters Score -9076415 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -9078247.000000 Penalty: 5370.296387
	Iteration 8F: 3 clusters Score -9078247 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -9080366.000000 Penalty: 5370.296387
	Iteration 9F: 3 clusters Score -9080366 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -9082437.000000 Penalty: 5370.296387
	Iteration 10F: 3 clusters Score -9082437 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -9084113.000000 Penalty: 5370.296387
	Iteration 11F: 3 clusters Score -9084113 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -9085365.000000 Penalty: 5370.296387
	Iteration 12Q: 3 clusters Score -9085365 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -9086167.000000 Penalty: 5370.296387
	Iteration 13Q: 3 clusters Score -9086167 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9086648.000000 Penalty: 5370.296387
	Iteration 14Q: 3 clusters Score -9086648 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -9086965.000000 Penalty: 5370.296387
	Iteration 15Q: 3 clusters Score -9086965 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -9087110.000000 Penalty: 5370.296387
	Iteration 16Q: 3 clusters Score -9087110 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9087231.000000 Penalty: 5370.296387
	Iteration 17Q: 3 clusters Score -9087231 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -9087304.000000 Penalty: 5370.296387
	Iteration 18Q: 3 clusters Score -9087304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -9087344.000000 Penalty: 5370.296387
	Iteration 19Q: 3 clusters Score -9087344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -9087369.000000 Penalty: 5370.296387
	Iteration 20F: 3 clusters Score -9087369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -9087398.000000 Penalty: 5370.296387
	Iteration 21Q: 3 clusters Score -9087398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -9087408.000000 Penalty: 5370.296387
	Iteration 22Q: 3 clusters Score -9087408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -9087413.000000 Penalty: 5370.296387
	Iteration 23Q: 3 clusters Score -9087413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -9087427.000000 Penalty: 5370.296387
	Iteration 24Q: 3 clusters Score -9087427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -9087451.000000 Penalty: 5370.296387
	Iteration 25Q: 3 clusters Score -9087451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -9087454.000000 Penalty: 5370.296387
	Iteration 26Q: 3 clusters Score -9087454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9087440.000000 Penalty: 5370.296387
	Iteration 27Q: 3 clusters Score -9087440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -9087453.000000 Penalty: 5370.296387
	Iteration 28Q: 3 clusters Score -9087453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -9087463.000000 Penalty: 5370.296387
	Iteration 29Q: 3 clusters Score -9087463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -9087469.000000 Penalty: 5370.296387
	Iteration 30Q: 3 clusters Score -9087469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -9087480.000000 Penalty: 5370.296387
	Iteration 31Q: 3 clusters Score -9087480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -9087476.000000 Penalty: 5370.296387
	Iteration 32Q: 3 clusters Score -9087476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -9087478.000000 Penalty: 5370.296387
	Iteration 33Q: 3 clusters Score -9087478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -9087488.000000 Penalty: 5370.296387
	Iteration 34Q: 3 clusters Score -9087488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -9087483.000000 Penalty: 5370.296387
	Iteration 35Q: 3 clusters Score -9087483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -9087482.000000 Penalty: 5370.296387
	Iteration 36Q: 3 clusters Score -9087482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -9087488.000000 Penalty: 5370.296387
	Iteration 37Q: 3 clusters Score -9087488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -9087490.000000 Penalty: 5370.296387
	Iteration 38Q: 3 clusters Score -9087490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -9087492.000000 Penalty: 5370.296387
	Iteration 39Q: 3 clusters Score -9087492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -9087488.000000 Penalty: 5370.296387
	Iteration 40F: 3 clusters Score -9087488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9087481.000000 Penalty: 5370.296387
	Iteration 41Q: 3 clusters Score -9087481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -9087482.000000 Penalty: 5370.296387
	Iteration 42Q: 3 clusters Score -9087482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -9087488.000000 Penalty: 5370.296387
	Iteration 43Q: 3 clusters Score -9087488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -9087490.000000 Penalty: 5370.296387
	Iteration 44Q: 3 clusters Score -9087490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -9087503.000000 Penalty: 5370.296387
	Iteration 45Q: 3 clusters Score -9087503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -9087503.000000 Penalty: 5370.296387
	Iteration 46Q: 3 clusters Score -9087503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -9087511.000000 Penalty: 5370.296387
	Iteration 47Q: 3 clusters Score -9087511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -9087503.000000 Penalty: 5370.296387
	Iteration 48Q: 3 clusters Score -9087503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -9087520.000000 Penalty: 5370.296387
	Iteration 49Q: 3 clusters Score -9087520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -9087529.000000 Penalty: 5370.296387
	Iteration 50Q: 3 clusters Score -9087529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -9087532.000000 Penalty: 5370.296387
	Iteration 51Q: 3 clusters Score -9087532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -9087532.000000 Penalty: 5370.296387
	Iteration 52Q: 3 clusters Score -9087532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9087544.000000 Penalty: 5370.296387
	Iteration 53Q: 3 clusters Score -9087544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -9087541.000000 Penalty: 5370.296387
	Iteration 54Q: 3 clusters Score -9087541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9087541.000000 Penalty: 5370.296387
	Iteration 55Q: 3 clusters Score -9087541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -9087551.000000 Penalty: 5370.296387
	Iteration 56Q: 3 clusters Score -9087551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -9087555.000000 Penalty: 5370.296387
	Iteration 57Q: 3 clusters Score -9087555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -9087556.000000 Penalty: 5370.296387
	Iteration 58Q: 3 clusters Score -9087556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -9087548.000000 Penalty: 5370.296387
	Iteration 59Q: 3 clusters Score -9087548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -9087547.000000 Penalty: 5370.296387
	Iteration 60F: 3 clusters Score -9087547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -9087548.000000 Penalty: 5370.296387
	Iteration 61Q: 3 clusters Score -9087548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -9087555.000000 Penalty: 5370.296387
	Iteration 62Q: 3 clusters Score -9087555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -9087553.000000 Penalty: 5370.296387
	Iteration 63Q: 3 clusters Score -9087553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -9087548.000000 Penalty: 5370.296387
	Iteration 64Q: 3 clusters Score -9087548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -9087551.000000 Penalty: 5370.296387
	Iteration 65Q: 3 clusters Score -9087551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -9087552.000000 Penalty: 5370.296387
	Iteration 66Q: 3 clusters Score -9087552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -9087551.000000 Penalty: 5370.296387
	Iteration 67Q: 3 clusters Score -9087551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9087552.000000 Penalty: 5370.296387
	Iteration 68Q: 3 clusters Score -9087552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -9087560.000000 Penalty: 5370.296387
	Iteration 69Q: 3 clusters Score -9087560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9087559.000000 Penalty: 5370.296387
	Iteration 70Q: 3 clusters Score -9087559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -9087560.000000 Penalty: 5370.296387
	Iteration 71Q: 3 clusters Score -9087560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9087558.000000 Penalty: 5370.296387
	Iteration 72Q: 3 clusters Score -9087558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9087558.000000 Penalty: 5370.296387
	Iteration 73F: 3 clusters Score -9087558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Entering Unmasked Estep 
Score: -8930317.000000 Penalty: 2680.285889
	Iteration 0F: 2 clusters Score -8930317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -8899405.000000 Penalty: 5360.571777
	Iteration 0F: 3 clusters Score -8899405 nChanged 22821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -8911985.000000 Penalty: 5360.571777
	Iteration 1F: 3 clusters Score -8911985 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8912495.000000 Penalty: 5360.571777
	Iteration 2Q: 3 clusters Score -8912495 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -8913012.000000 Penalty: 5360.571777
	Iteration 3Q: 3 clusters Score -8913012 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -8913542.000000 Penalty: 5360.571777
	Iteration 4Q: 3 clusters Score -8913542 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -8914309.000000 Penalty: 5360.571777
	Iteration 5Q: 3 clusters Score -8914309 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -8915351.000000 Penalty: 5360.571777
	Iteration 6Q: 3 clusters Score -8915351 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -8917148.000000 Penalty: 5360.571777
	Iteration 7F: 3 clusters Score -8917148 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -8919732.000000 Penalty: 5360.571777
	Iteration 8F: 3 clusters Score -8919732 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -8922930.000000 Penalty: 5360.571777
	Iteration 9F: 3 clusters Score -8922930 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8925623.000000 Penalty: 5360.571777
	Iteration 10F: 3 clusters Score -8925623 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -8927029.000000 Penalty: 5360.571777
	Iteration 11Q: 3 clusters Score -8927029 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -8927541.000000 Penalty: 5360.571777
	Iteration 12Q: 3 clusters Score -8927541 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -8927758.000000 Penalty: 5360.571777
	Iteration 13Q: 3 clusters Score -8927758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -8927869.000000 Penalty: 5360.571777
	Iteration 14Q: 3 clusters Score -8927869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -8927931.000000 Penalty: 5360.571777
	Iteration 15Q: 3 clusters Score -8927931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -8927965.000000 Penalty: 5360.571777
	Iteration 16Q: 3 clusters Score -8927965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -8927978.000000 Penalty: 5360.571777
	Iteration 17Q: 3 clusters Score -8927978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -8927999.000000 Penalty: 5360.571777
	Iteration 18Q: 3 clusters Score -8927999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -8928009.000000 Penalty: 5360.571777
	Iteration 19Q: 3 clusters Score -8928009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -8928016.000000 Penalty: 5360.571777
	Iteration 20F: 3 clusters Score -8928016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -8928019.000000 Penalty: 5360.571777
	Iteration 21Q: 3 clusters Score -8928019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -8928019.000000 Penalty: 5360.571777
	Iteration 22F: 3 clusters Score -8928019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Entering Unmasked Estep 
Score: -7953524.000000 Penalty: 2651.720703
	Iteration 0F: 2 clusters Score -7953524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -7924760.000000 Penalty: 5303.441406
	Iteration 0F: 3 clusters Score -7924760 nChanged 20249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -7936052.000000 Penalty: 5303.441406
	Iteration 1F: 3 clusters Score -7936052 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7936751.500000 Penalty: 5303.441406
	Iteration 2Q: 3 clusters Score -7936752 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7937428.000000 Penalty: 5303.441406
	Iteration 3Q: 3 clusters Score -7937428 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -7937932.000000 Penalty: 5303.441406
	Iteration 4Q: 3 clusters Score -7937932 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -7938498.000000 Penalty: 5303.441406
	Iteration 5Q: 3 clusters Score -7938498 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -7939048.000000 Penalty: 5303.441406
	Iteration 6Q: 3 clusters Score -7939048 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -7939628.000000 Penalty: 5303.441406
	Iteration 7Q: 3 clusters Score -7939628 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7940287.000000 Penalty: 5303.441406
	Iteration 8Q: 3 clusters Score -7940287 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7941021.500000 Penalty: 5303.441406
	Iteration 9Q: 3 clusters Score -7941022 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7941946.500000 Penalty: 5303.441406
	Iteration 10Q: 3 clusters Score -7941946 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -7943120.000000 Penalty: 5303.441406
	Iteration 11Q: 3 clusters Score -7943120 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -7944400.500000 Penalty: 5303.441406
	Iteration 12Q: 3 clusters Score -7944400 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -7945490.500000 Penalty: 5303.441406
	Iteration 13Q: 3 clusters Score -7945490 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -7946175.500000 Penalty: 5303.441406
	Iteration 14Q: 3 clusters Score -7946176 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -7946597.000000 Penalty: 5303.441406
	Iteration 15Q: 3 clusters Score -7946597 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -7946968.500000 Penalty: 5303.441406
	Iteration 16Q: 3 clusters Score -7946968 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -7947183.000000 Penalty: 5303.441406
	Iteration 17Q: 3 clusters Score -7947183 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -7947425.000000 Penalty: 5303.441406
	Iteration 18Q: 3 clusters Score -7947425 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -7947680.500000 Penalty: 5303.441406
	Iteration 19Q: 3 clusters Score -7947680 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -7948003.000000 Penalty: 5303.441406
	Iteration 20F: 3 clusters Score -7948003 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -7948314.500000 Penalty: 5303.441406
	Iteration 21Q: 3 clusters Score -7948314 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -7948629.000000 Penalty: 5303.441406
	Iteration 22Q: 3 clusters Score -7948629 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -7948977.500000 Penalty: 5303.441406
	Iteration 23Q: 3 clusters Score -7948978 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -7949362.000000 Penalty: 5303.441406
	Iteration 24Q: 3 clusters Score -7949362 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -7949672.000000 Penalty: 5303.441406
	Iteration 25Q: 3 clusters Score -7949672 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -7950013.500000 Penalty: 5303.441406
	Iteration 26Q: 3 clusters Score -7950014 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -7950284.500000 Penalty: 5303.441406
	Iteration 27Q: 3 clusters Score -7950284 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7950581.500000 Penalty: 5303.441406
	Iteration 28Q: 3 clusters Score -7950582 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -7950891.500000 Penalty: 5303.441406
	Iteration 29Q: 3 clusters Score -7950892 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7951126.000000 Penalty: 5303.441406
	Iteration 30Q: 3 clusters Score -7951126 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7951298.500000 Penalty: 5303.441406
	Iteration 31Q: 3 clusters Score -7951298 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7951464.500000 Penalty: 5303.441406
	Iteration 32Q: 3 clusters Score -7951464 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7951579.500000 Penalty: 5303.441406
	Iteration 33Q: 3 clusters Score -7951580 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7951675.500000 Penalty: 5303.441406
	Iteration 34Q: 3 clusters Score -7951676 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7951743.000000 Penalty: 5303.441406
	Iteration 35Q: 3 clusters Score -7951743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7951815.000000 Penalty: 5303.441406
	Iteration 36Q: 3 clusters Score -7951815 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7951876.000000 Penalty: 5303.441406
	Iteration 37Q: 3 clusters Score -7951876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7951902.000000 Penalty: 5303.441406
	Iteration 38Q: 3 clusters Score -7951902 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7951934.000000 Penalty: 5303.441406
	Iteration 39Q: 3 clusters Score -7951934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7951953.000000 Penalty: 5303.441406
	Iteration 40F: 3 clusters Score -7951953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7951969.000000 Penalty: 5303.441406
	Iteration 41Q: 3 clusters Score -7951969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7951986.000000 Penalty: 5303.441406
	Iteration 42Q: 3 clusters Score -7951986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7952013.000000 Penalty: 5303.441406
	Iteration 43Q: 3 clusters Score -7952013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7952049.500000 Penalty: 5303.441406
	Iteration 44Q: 3 clusters Score -7952050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7952064.000000 Penalty: 5303.441406
	Iteration 45Q: 3 clusters Score -7952064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7952089.500000 Penalty: 5303.441406
	Iteration 46Q: 3 clusters Score -7952090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7952099.000000 Penalty: 5303.441406
	Iteration 47Q: 3 clusters Score -7952099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7952103.000000 Penalty: 5303.441406
	Iteration 48Q: 3 clusters Score -7952103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7952112.500000 Penalty: 5303.441406
	Iteration 49Q: 3 clusters Score -7952112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7952111.000000 Penalty: 5303.441406
	Iteration 50Q: 3 clusters Score -7952111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7952118.000000 Penalty: 5303.441406
	Iteration 51Q: 3 clusters Score -7952118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7952112.000000 Penalty: 5303.441406
	Iteration 52Q: 3 clusters Score -7952112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7952109.000000 Penalty: 5303.441406
	Iteration 53Q: 3 clusters Score -7952109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7952119.000000 Penalty: 5303.441406
	Iteration 54Q: 3 clusters Score -7952119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7952118.500000 Penalty: 5303.441406
	Iteration 55Q: 3 clusters Score -7952118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7952127.000000 Penalty: 5303.441406
	Iteration 56Q: 3 clusters Score -7952127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7952129.500000 Penalty: 5303.441406
	Iteration 57Q: 3 clusters Score -7952130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7952126.500000 Penalty: 5303.441406
	Iteration 58Q: 3 clusters Score -7952126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7952126.500000 Penalty: 5303.441406
	Iteration 59F: 3 clusters Score -7952126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -262014.218750 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -262014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -259629.828125 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -259629.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -260157.640625 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -260157.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -260374.687500 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -260374.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -260510.531250 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -260510.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -260610.062500 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -260610.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -260741.859375 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -260741.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -260834.218750 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -260834.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -260912.640625 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -260912.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -260963.765625 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -260963.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -260999.125000 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -260999.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -261036.328125 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -261036.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -261059.937500 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -261059.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -261074.171875 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -261074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261100.921875 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -261100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -261115.875000 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -261115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -261127.718750 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -261127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -261134.265625 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -261134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261140.500000 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -261140.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -261151.093750 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -261151.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -261175.203125 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -261175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -261229.171875 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -261229.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -261394.109375 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -261394.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -261482.875000 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -261482.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -261550.437500 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -261550.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -261605.703125 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -261605.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -261647.078125 Penalty: 3673.427246
	Iteration 25Q: 3 clusters Score -261647.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -261675.390625 Penalty: 3673.427246
	Iteration 26Q: 3 clusters Score -261675.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -261702.781250 Penalty: 3673.427246
	Iteration 27Q: 3 clusters Score -261702.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -261732.296875 Penalty: 3673.427246
	Iteration 28Q: 3 clusters Score -261732.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -261748.593750 Penalty: 3673.427246
	Iteration 29Q: 3 clusters Score -261748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -261756.187500 Penalty: 3673.427246
	Iteration 30Q: 3 clusters Score -261756.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -261765.453125 Penalty: 3673.427246
	Iteration 31Q: 3 clusters Score -261765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -261773.234375 Penalty: 3673.427246
	Iteration 32Q: 3 clusters Score -261773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -261779.390625 Penalty: 3673.427246
	Iteration 33Q: 3 clusters Score -261779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -261785.578125 Penalty: 3673.427246
	Iteration 34Q: 3 clusters Score -261785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -261790.859375 Penalty: 3673.427246
	Iteration 35Q: 3 clusters Score -261790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -261796.828125 Penalty: 3673.427246
	Iteration 36Q: 3 clusters Score -261796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -261799.156250 Penalty: 3673.427246
	Iteration 37Q: 3 clusters Score -261799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -261800.687500 Penalty: 3673.427246
	Iteration 38Q: 3 clusters Score -261800.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -261801.343750 Penalty: 3673.427246
	Iteration 39Q: 3 clusters Score -261801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -261802.046875 Penalty: 3673.427246
	Iteration 40F: 3 clusters Score -261802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -261803.265625 Penalty: 3673.427246
	Iteration 41Q: 3 clusters Score -261803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -261805.921875 Penalty: 3673.427246
	Iteration 42Q: 3 clusters Score -261805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -261807.968750 Penalty: 3673.427246
	Iteration 43Q: 3 clusters Score -261808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -261810.046875 Penalty: 3673.427246
	Iteration 44Q: 3 clusters Score -261810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -261810.046875 Penalty: 3673.427246
	Iteration 45F: 3 clusters Score -261810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Entering Unmasked Estep 
Score: -7984842.000000 Penalty: 2652.766357
	Iteration 0F: 2 clusters Score -7984842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -7955794.000000 Penalty: 5305.532715
	Iteration 0F: 3 clusters Score -7955794 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -7967153.000000 Penalty: 5305.532715
	Iteration 1F: 3 clusters Score -7967153 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -7967695.500000 Penalty: 5305.532715
	Iteration 2Q: 3 clusters Score -7967696 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -7968271.500000 Penalty: 5305.532715
	Iteration 3Q: 3 clusters Score -7968272 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -7968874.500000 Penalty: 5305.532715
	Iteration 4Q: 3 clusters Score -7968874 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -7969904.000000 Penalty: 5305.532715
	Iteration 5Q: 3 clusters Score -7969904 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -7971572.500000 Penalty: 5305.532715
	Iteration 6F: 3 clusters Score -7971572 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -7974156.000000 Penalty: 5305.532715
	Iteration 7F: 3 clusters Score -7974156 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -7977369.500000 Penalty: 5305.532715
	Iteration 8F: 3 clusters Score -7977370 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7980068.500000 Penalty: 5305.532715
	Iteration 9F: 3 clusters Score -7980068 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7981495.500000 Penalty: 5305.532715
	Iteration 10Q: 3 clusters Score -7981496 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7982079.000000 Penalty: 5305.532715
	Iteration 11Q: 3 clusters Score -7982079 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7982311.500000 Penalty: 5305.532715
	Iteration 12Q: 3 clusters Score -7982312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7982391.000000 Penalty: 5305.532715
	Iteration 13Q: 3 clusters Score -7982391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7982426.000000 Penalty: 5305.532715
	Iteration 14Q: 3 clusters Score -7982426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7982440.500000 Penalty: 5305.532715
	Iteration 15Q: 3 clusters Score -7982440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7982459.500000 Penalty: 5305.532715
	Iteration 16Q: 3 clusters Score -7982460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7982469.500000 Penalty: 5305.532715
	Iteration 17Q: 3 clusters Score -7982470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7982478.000000 Penalty: 5305.532715
	Iteration 18Q: 3 clusters Score -7982478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7982478.000000 Penalty: 5305.532715
	Iteration 19F: 3 clusters Score -7982478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Entering Unmasked Estep 
Score: -1914365.875000 Penalty: 2303.915771
	Iteration 0F: 2 clusters Score -1914366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1906203.250000 Penalty: 4607.831543
	Iteration 0F: 3 clusters Score -1906203 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1908565.125000 Penalty: 4607.831543
	Iteration 1F: 3 clusters Score -1908565 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1908911.750000 Penalty: 4607.831543
	Iteration 2F: 3 clusters Score -1908912 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1909172.750000 Penalty: 4607.831543
	Iteration 3F: 3 clusters Score -1909173 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1909351.875000 Penalty: 4607.831543
	Iteration 4Q: 3 clusters Score -1909352 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1909518.875000 Penalty: 4607.831543
	Iteration 5Q: 3 clusters Score -1909519 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1909678.500000 Penalty: 4607.831543
	Iteration 6Q: 3 clusters Score -1909678 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1909822.500000 Penalty: 4607.831543
	Iteration 7Q: 3 clusters Score -1909822 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1909992.875000 Penalty: 4607.831543
	Iteration 8Q: 3 clusters Score -1909993 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1910157.000000 Penalty: 4607.831543
	Iteration 9Q: 3 clusters Score -1910157 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1910313.750000 Penalty: 4607.831543
	Iteration 10Q: 3 clusters Score -1910314 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1910457.000000 Penalty: 4607.831543
	Iteration 11Q: 3 clusters Score -1910457 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1910583.500000 Penalty: 4607.831543
	Iteration 12Q: 3 clusters Score -1910584 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1910680.875000 Penalty: 4607.831543
	Iteration 13Q: 3 clusters Score -1910681 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1910777.375000 Penalty: 4607.831543
	Iteration 14Q: 3 clusters Score -1910777 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1910854.250000 Penalty: 4607.831543
	Iteration 15Q: 3 clusters Score -1910854 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1910914.250000 Penalty: 4607.831543
	Iteration 16Q: 3 clusters Score -1910914 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1910960.625000 Penalty: 4607.831543
	Iteration 17Q: 3 clusters Score -1910961 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1910998.250000 Penalty: 4607.831543
	Iteration 18Q: 3 clusters Score -1910998 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1911023.000000 Penalty: 4607.831543
	Iteration 19Q: 3 clusters Score -1911023 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1911049.375000 Penalty: 4607.831543
	Iteration 20F: 3 clusters Score -1911049 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1911071.875000 Penalty: 4607.831543
	Iteration 21Q: 3 clusters Score -1911072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1911097.500000 Penalty: 4607.831543
	Iteration 22Q: 3 clusters Score -1911098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1911119.875000 Penalty: 4607.831543
	Iteration 23Q: 3 clusters Score -1911120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1911152.500000 Penalty: 4607.831543
	Iteration 24Q: 3 clusters Score -1911152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1911188.125000 Penalty: 4607.831543
	Iteration 25Q: 3 clusters Score -1911188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1911215.875000 Penalty: 4607.831543
	Iteration 26Q: 3 clusters Score -1911216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1911247.875000 Penalty: 4607.831543
	Iteration 27Q: 3 clusters Score -1911248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1911274.875000 Penalty: 4607.831543
	Iteration 28Q: 3 clusters Score -1911275 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1911306.750000 Penalty: 4607.831543
	Iteration 29Q: 3 clusters Score -1911307 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1911352.125000 Penalty: 4607.831543
	Iteration 30Q: 3 clusters Score -1911352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1911389.625000 Penalty: 4607.831543
	Iteration 31Q: 3 clusters Score -1911390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1911435.125000 Penalty: 4607.831543
	Iteration 32Q: 3 clusters Score -1911435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1911478.000000 Penalty: 4607.831543
	Iteration 33Q: 3 clusters Score -1911478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1911528.125000 Penalty: 4607.831543
	Iteration 34Q: 3 clusters Score -1911528 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1911584.500000 Penalty: 4607.831543
	Iteration 35Q: 3 clusters Score -1911584 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1911658.375000 Penalty: 4607.831543
	Iteration 36Q: 3 clusters Score -1911658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1911732.000000 Penalty: 4607.831543
	Iteration 37Q: 3 clusters Score -1911732 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1911802.125000 Penalty: 4607.831543
	Iteration 38Q: 3 clusters Score -1911802 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1911873.375000 Penalty: 4607.831543
	Iteration 39Q: 3 clusters Score -1911873 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1911937.000000 Penalty: 4607.831543
	Iteration 40F: 3 clusters Score -1911937 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1911993.000000 Penalty: 4607.831543
	Iteration 41Q: 3 clusters Score -1911993 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1912044.875000 Penalty: 4607.831543
	Iteration 42Q: 3 clusters Score -1912045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1912096.875000 Penalty: 4607.831543
	Iteration 43Q: 3 clusters Score -1912097 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1912164.125000 Penalty: 4607.831543
	Iteration 44Q: 3 clusters Score -1912164 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1912218.875000 Penalty: 4607.831543
	Iteration 45Q: 3 clusters Score -1912219 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1912269.750000 Penalty: 4607.831543
	Iteration 46Q: 3 clusters Score -1912270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1912301.750000 Penalty: 4607.831543
	Iteration 47Q: 3 clusters Score -1912302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1912350.625000 Penalty: 4607.831543
	Iteration 48Q: 3 clusters Score -1912351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1912388.250000 Penalty: 4607.831543
	Iteration 49Q: 3 clusters Score -1912388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1912424.625000 Penalty: 4607.831543
	Iteration 50Q: 3 clusters Score -1912425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1912445.000000 Penalty: 4607.831543
	Iteration 51Q: 3 clusters Score -1912445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1912472.000000 Penalty: 4607.831543
	Iteration 52Q: 3 clusters Score -1912472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1912487.875000 Penalty: 4607.831543
	Iteration 53Q: 3 clusters Score -1912488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1912507.875000 Penalty: 4607.831543
	Iteration 54Q: 3 clusters Score -1912508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1912533.375000 Penalty: 4607.831543
	Iteration 55Q: 3 clusters Score -1912533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1912562.750000 Penalty: 4607.831543
	Iteration 56Q: 3 clusters Score -1912563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1912582.875000 Penalty: 4607.831543
	Iteration 57Q: 3 clusters Score -1912583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1912595.125000 Penalty: 4607.831543
	Iteration 58Q: 3 clusters Score -1912595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1912621.500000 Penalty: 4607.831543
	Iteration 59Q: 3 clusters Score -1912622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1912630.375000 Penalty: 4607.831543
	Iteration 60F: 3 clusters Score -1912630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1912647.500000 Penalty: 4607.831543
	Iteration 61Q: 3 clusters Score -1912648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1912655.375000 Penalty: 4607.831543
	Iteration 62Q: 3 clusters Score -1912655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1912659.000000 Penalty: 4607.831543
	Iteration 63Q: 3 clusters Score -1912659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1912665.000000 Penalty: 4607.831543
	Iteration 64Q: 3 clusters Score -1912665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1912671.375000 Penalty: 4607.831543
	Iteration 65Q: 3 clusters Score -1912671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1912675.750000 Penalty: 4607.831543
	Iteration 66Q: 3 clusters Score -1912676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1912678.000000 Penalty: 4607.831543
	Iteration 67Q: 3 clusters Score -1912678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1912678.875000 Penalty: 4607.831543
	Iteration 68Q: 3 clusters Score -1912679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1912685.500000 Penalty: 4607.831543
	Iteration 69Q: 3 clusters Score -1912686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1912690.875000 Penalty: 4607.831543
	Iteration 70Q: 3 clusters Score -1912691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1912689.500000 Penalty: 4607.831543
	Iteration 71Q: 3 clusters Score -1912690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1912695.750000 Penalty: 4607.831543
	Iteration 72Q: 3 clusters Score -1912696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1912699.125000 Penalty: 4607.831543
	Iteration 73Q: 3 clusters Score -1912699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1912698.375000 Penalty: 4607.831543
	Iteration 74Q: 3 clusters Score -1912698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1912699.625000 Penalty: 4607.831543
	Iteration 75Q: 3 clusters Score -1912700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1912697.125000 Penalty: 4607.831543
	Iteration 76Q: 3 clusters Score -1912697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1912699.625000 Penalty: 4607.831543
	Iteration 77Q: 3 clusters Score -1912700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1912699.625000 Penalty: 4607.831543
	Iteration 78F: 3 clusters Score -1912700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -406275.562500 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -406275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -403362.968750 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -403363 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -403994.562500 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -403994.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -404221.062500 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -404221.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -404469.000000 Penalty: 3868.880859
	Iteration 3F: 3 clusters Score -404469 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -404753.062500 Penalty: 3868.880859
	Iteration 4F: 3 clusters Score -404753.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -405003.937500 Penalty: 3868.880859
	Iteration 5F: 3 clusters Score -405003.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -405160.812500 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -405160.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -405251.406250 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -405251.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -405302.593750 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -405302.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -405328.625000 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -405328.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -405352.593750 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -405352.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -405374.250000 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -405374.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -405391.156250 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -405391.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -405403.625000 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -405403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -405417.468750 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -405417.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -405426.125000 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -405426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -405433.437500 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -405433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -405441.531250 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -405441.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -405450.812500 Penalty: 3868.880859
	Iteration 18Q: 3 clusters Score -405450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -405455.437500 Penalty: 3868.880859
	Iteration 19Q: 3 clusters Score -405455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -405457.906250 Penalty: 3868.880859
	Iteration 20F: 3 clusters Score -405457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -405459.781250 Penalty: 3868.880859
	Iteration 21Q: 3 clusters Score -405459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -405460.687500 Penalty: 3868.880859
	Iteration 22Q: 3 clusters Score -405460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -405461.343750 Penalty: 3868.880859
	Iteration 23Q: 3 clusters Score -405461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -405461.937500 Penalty: 3868.880859
	Iteration 24Q: 3 clusters Score -405461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -405466.250000 Penalty: 3868.880859
	Iteration 25Q: 3 clusters Score -405466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -405469.343750 Penalty: 3868.880859
	Iteration 26Q: 3 clusters Score -405469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -405470.406250 Penalty: 3868.880859
	Iteration 27Q: 3 clusters Score -405470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -405470.406250 Penalty: 3868.880859
	Iteration 28F: 3 clusters Score -405470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Entering Unmasked Estep 
Score: -2438502.500000 Penalty: 2374.544189
	Iteration 0F: 2 clusters Score -2438502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2428161.250000 Penalty: 4749.088379
	Iteration 0F: 3 clusters Score -2428161 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2432145.000000 Penalty: 4749.088379
	Iteration 1F: 3 clusters Score -2432145 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2433072.000000 Penalty: 4749.088379
	Iteration 2F: 3 clusters Score -2433072 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2433808.500000 Penalty: 4749.088379
	Iteration 3F: 3 clusters Score -2433808 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2434384.000000 Penalty: 4749.088379
	Iteration 4F: 3 clusters Score -2434384 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2434824.500000 Penalty: 4749.088379
	Iteration 5F: 3 clusters Score -2434824 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2435184.500000 Penalty: 4749.088379
	Iteration 6Q: 3 clusters Score -2435184 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2435492.000000 Penalty: 4749.088379
	Iteration 7Q: 3 clusters Score -2435492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2435743.500000 Penalty: 4749.088379
	Iteration 8Q: 3 clusters Score -2435744 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2435958.250000 Penalty: 4749.088379
	Iteration 9Q: 3 clusters Score -2435958 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2436165.750000 Penalty: 4749.088379
	Iteration 10Q: 3 clusters Score -2436166 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2436374.750000 Penalty: 4749.088379
	Iteration 11Q: 3 clusters Score -2436375 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2436527.750000 Penalty: 4749.088379
	Iteration 12Q: 3 clusters Score -2436528 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2436661.000000 Penalty: 4749.088379
	Iteration 13Q: 3 clusters Score -2436661 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2436764.500000 Penalty: 4749.088379
	Iteration 14Q: 3 clusters Score -2436764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2436852.250000 Penalty: 4749.088379
	Iteration 15Q: 3 clusters Score -2436852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2436913.250000 Penalty: 4749.088379
	Iteration 16Q: 3 clusters Score -2436913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2436990.000000 Penalty: 4749.088379
	Iteration 17Q: 3 clusters Score -2436990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2437041.000000 Penalty: 4749.088379
	Iteration 18Q: 3 clusters Score -2437041 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2437089.500000 Penalty: 4749.088379
	Iteration 19Q: 3 clusters Score -2437090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2437141.000000 Penalty: 4749.088379
	Iteration 20F: 3 clusters Score -2437141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2437178.750000 Penalty: 4749.088379
	Iteration 21Q: 3 clusters Score -2437179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2437215.000000 Penalty: 4749.088379
	Iteration 22Q: 3 clusters Score -2437215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2437244.500000 Penalty: 4749.088379
	Iteration 23Q: 3 clusters Score -2437244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2437279.250000 Penalty: 4749.088379
	Iteration 24Q: 3 clusters Score -2437279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2437298.250000 Penalty: 4749.088379
	Iteration 25Q: 3 clusters Score -2437298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2437307.000000 Penalty: 4749.088379
	Iteration 26Q: 3 clusters Score -2437307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2437312.250000 Penalty: 4749.088379
	Iteration 27Q: 3 clusters Score -2437312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2437328.250000 Penalty: 4749.088379
	Iteration 28Q: 3 clusters Score -2437328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2437337.250000 Penalty: 4749.088379
	Iteration 29Q: 3 clusters Score -2437337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2437346.750000 Penalty: 4749.088379
	Iteration 30Q: 3 clusters Score -2437347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2437352.750000 Penalty: 4749.088379
	Iteration 31Q: 3 clusters Score -2437353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2437369.000000 Penalty: 4749.088379
	Iteration 32Q: 3 clusters Score -2437369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2437374.250000 Penalty: 4749.088379
	Iteration 33Q: 3 clusters Score -2437374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2437385.500000 Penalty: 4749.088379
	Iteration 34Q: 3 clusters Score -2437386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2437386.000000 Penalty: 4749.088379
	Iteration 35Q: 3 clusters Score -2437386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2437400.250000 Penalty: 4749.088379
	Iteration 36Q: 3 clusters Score -2437400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2437407.250000 Penalty: 4749.088379
	Iteration 37Q: 3 clusters Score -2437407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2437407.500000 Penalty: 4749.088379
	Iteration 38Q: 3 clusters Score -2437408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2437412.750000 Penalty: 4749.088379
	Iteration 39Q: 3 clusters Score -2437413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2437415.250000 Penalty: 4749.088379
	Iteration 40F: 3 clusters Score -2437415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2437416.000000 Penalty: 4749.088379
	Iteration 41Q: 3 clusters Score -2437416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2437415.750000 Penalty: 4749.088379
	Iteration 42Q: 3 clusters Score -2437416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2437415.750000 Penalty: 4749.088379
	Iteration 43F: 3 clusters Score -2437416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117308.437500 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117308.4 nChanged 287
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: -117946.046875 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118296.125000 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118296.1 nChanged 59
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: -118505.398438 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118505.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118638.101562 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -118638.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118757.421875 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -118757.4 nChanged 30
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: -118835.148438 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118835.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118887.046875 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -118887 nChanged 20
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: -118942.210938 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -118942.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118997.937500 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -118997.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119071.968750 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -119072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119129.929688 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119129.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119228.968750 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119311.312500 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119311.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119366.492188 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119366.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -119403.257812 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119403.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119450.335938 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119480.179688 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119518.953125 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -119519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119571.367188 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -119571.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119631.476562 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119631.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119684.742188 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -119684.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119703.250000 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -119703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119708.101562 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -119708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -119712.648438 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -119712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119716.328125 Penalty: 3419.756348
	Iteration 25Q: 3 clusters Score -119716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119716.328125 Penalty: 3419.756348
	Iteration 26F: 3 clusters Score -119716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 48482 members 
Mstep: Class 3 contains 23174 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 24037 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 57462 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50373 members 
Mstep: Class 20 contains 49395 members 
Mstep: Class 21 contains 44021 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44207 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 48023 members 
Mstep: Class 29 contains 50506 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45031 members 
Mstep: Class 32 contains 43730 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 46238 members 
Mstep: Class 36 contains 49608 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 597 members 
Entering Unmasked Estep 
Score: -196411488.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196412336.000000 to -196411488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Entering Unmasked Estep 
Score: -8554967.000000 Penalty: 2673.299805
	Iteration 0F: 2 clusters Score -8554967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -8524486.000000 Penalty: 5346.599609
	Iteration 0F: 3 clusters Score -8524486 nChanged 22241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -8536652.000000 Penalty: 5346.599609
	Iteration 1F: 3 clusters Score -8536652 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -8537101.000000 Penalty: 5346.599609
	Iteration 2Q: 3 clusters Score -8537101 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -8537587.000000 Penalty: 5346.599609
	Iteration 3Q: 3 clusters Score -8537587 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -8538094.000000 Penalty: 5346.599609
	Iteration 4Q: 3 clusters Score -8538094 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -8538593.000000 Penalty: 5346.599609
	Iteration 5Q: 3 clusters Score -8538593 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -8539131.000000 Penalty: 5346.599609
	Iteration 6Q: 3 clusters Score -8539131 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -8539792.000000 Penalty: 5346.599609
	Iteration 7Q: 3 clusters Score -8539792 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -8540697.000000 Penalty: 5346.599609
	Iteration 8Q: 3 clusters Score -8540697 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -8541777.000000 Penalty: 5346.599609
	Iteration 9Q: 3 clusters Score -8541777 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -8543008.000000 Penalty: 5346.599609
	Iteration 10Q: 3 clusters Score -8543008 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -8544327.000000 Penalty: 5346.599609
	Iteration 11Q: 3 clusters Score -8544327 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -8545734.000000 Penalty: 5346.599609
	Iteration 12Q: 3 clusters Score -8545734 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -8546977.000000 Penalty: 5346.599609
	Iteration 13Q: 3 clusters Score -8546977 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -8548045.000000 Penalty: 5346.599609
	Iteration 14Q: 3 clusters Score -8548045 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -8548786.000000 Penalty: 5346.599609
	Iteration 15Q: 3 clusters Score -8548786 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -8549253.000000 Penalty: 5346.599609
	Iteration 16Q: 3 clusters Score -8549253 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -8549678.000000 Penalty: 5346.599609
	Iteration 17Q: 3 clusters Score -8549678 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -8549947.000000 Penalty: 5346.599609
	Iteration 18Q: 3 clusters Score -8549947 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8550213.000000 Penalty: 5346.599609
	Iteration 19Q: 3 clusters Score -8550213 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8550524.000000 Penalty: 5346.599609
	Iteration 20F: 3 clusters Score -8550524 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -8550792.000000 Penalty: 5346.599609
	Iteration 21Q: 3 clusters Score -8550792 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8551083.000000 Penalty: 5346.599609
	Iteration 22Q: 3 clusters Score -8551083 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8551363.000000 Penalty: 5346.599609
	Iteration 23Q: 3 clusters Score -8551363 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8551566.000000 Penalty: 5346.599609
	Iteration 24Q: 3 clusters Score -8551566 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -8551789.000000 Penalty: 5346.599609
	Iteration 25Q: 3 clusters Score -8551789 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8551999.000000 Penalty: 5346.599609
	Iteration 26Q: 3 clusters Score -8551999 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -8552195.000000 Penalty: 5346.599609
	Iteration 27Q: 3 clusters Score -8552195 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8552376.000000 Penalty: 5346.599609
	Iteration 28Q: 3 clusters Score -8552376 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8552486.000000 Penalty: 5346.599609
	Iteration 29Q: 3 clusters Score -8552486 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8552603.000000 Penalty: 5346.599609
	Iteration 30Q: 3 clusters Score -8552603 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8552682.000000 Penalty: 5346.599609
	Iteration 31Q: 3 clusters Score -8552682 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -8552749.000000 Penalty: 5346.599609
	Iteration 32Q: 3 clusters Score -8552749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8552791.000000 Penalty: 5346.599609
	Iteration 33Q: 3 clusters Score -8552791 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8552813.000000 Penalty: 5346.599609
	Iteration 34Q: 3 clusters Score -8552813 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8552845.000000 Penalty: 5346.599609
	Iteration 35Q: 3 clusters Score -8552845 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8552874.000000 Penalty: 5346.599609
	Iteration 36Q: 3 clusters Score -8552874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8552880.000000 Penalty: 5346.599609
	Iteration 37Q: 3 clusters Score -8552880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8552903.000000 Penalty: 5346.599609
	Iteration 38Q: 3 clusters Score -8552903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8552908.000000 Penalty: 5346.599609
	Iteration 39Q: 3 clusters Score -8552908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -8552933.000000 Penalty: 5346.599609
	Iteration 40F: 3 clusters Score -8552933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -8552951.000000 Penalty: 5346.599609
	Iteration 41Q: 3 clusters Score -8552951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -8552943.000000 Penalty: 5346.599609
	Iteration 42Q: 3 clusters Score -8552943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -8552953.000000 Penalty: 5346.599609
	Iteration 43Q: 3 clusters Score -8552953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -8552955.000000 Penalty: 5346.599609
	Iteration 44Q: 3 clusters Score -8552955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -8552958.000000 Penalty: 5346.599609
	Iteration 45Q: 3 clusters Score -8552958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -8552958.000000 Penalty: 5346.599609
	Iteration 46Q: 3 clusters Score -8552958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -8552957.000000 Penalty: 5346.599609
	Iteration 47Q: 3 clusters Score -8552957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -8552966.000000 Penalty: 5346.599609
	Iteration 48Q: 3 clusters Score -8552966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -8552966.000000 Penalty: 5346.599609
	Iteration 49Q: 3 clusters Score -8552966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -8552959.000000 Penalty: 5346.599609
	Iteration 50Q: 3 clusters Score -8552959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -8552963.000000 Penalty: 5346.599609
	Iteration 51Q: 3 clusters Score -8552963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -8552982.000000 Penalty: 5346.599609
	Iteration 52Q: 3 clusters Score -8552982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -8552975.000000 Penalty: 5346.599609
	Iteration 53Q: 3 clusters Score -8552975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -8552982.000000 Penalty: 5346.599609
	Iteration 54Q: 3 clusters Score -8552982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -8552983.000000 Penalty: 5346.599609
	Iteration 55Q: 3 clusters Score -8552983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -8552984.000000 Penalty: 5346.599609
	Iteration 56Q: 3 clusters Score -8552984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8552981.000000 Penalty: 5346.599609
	Iteration 57Q: 3 clusters Score -8552981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -8552982.000000 Penalty: 5346.599609
	Iteration 58Q: 3 clusters Score -8552982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -8552982.000000 Penalty: 5346.599609
	Iteration 59F: 3 clusters Score -8552982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Entering Unmasked Estep 
Score: -9091604.000000 Penalty: 2685.802246
	Iteration 0F: 2 clusters Score -9091604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -9060825.000000 Penalty: 5371.604492
	Iteration 0F: 3 clusters Score -9060825 nChanged 23243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -9073650.000000 Penalty: 5371.604492
	Iteration 1F: 3 clusters Score -9073650 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -9074079.000000 Penalty: 5371.604492
	Iteration 2Q: 3 clusters Score -9074079 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -9074545.000000 Penalty: 5371.604492
	Iteration 3Q: 3 clusters Score -9074545 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -9075164.000000 Penalty: 5371.604492
	Iteration 4Q: 3 clusters Score -9075164 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -9075859.000000 Penalty: 5371.604492
	Iteration 5Q: 3 clusters Score -9075859 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -9076906.000000 Penalty: 5371.604492
	Iteration 6Q: 3 clusters Score -9076906 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -9078322.000000 Penalty: 5371.604492
	Iteration 7F: 3 clusters Score -9078322 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -9080312.000000 Penalty: 5371.604492
	Iteration 8F: 3 clusters Score -9080312 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -9082672.000000 Penalty: 5371.604492
	Iteration 9F: 3 clusters Score -9082672 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -9085263.000000 Penalty: 5371.604492
	Iteration 10F: 3 clusters Score -9085263 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9087125.000000 Penalty: 5371.604492
	Iteration 11F: 3 clusters Score -9087125 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -9088212.000000 Penalty: 5371.604492
	Iteration 12Q: 3 clusters Score -9088212 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -9088722.000000 Penalty: 5371.604492
	Iteration 13Q: 3 clusters Score -9088722 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -9088943.000000 Penalty: 5371.604492
	Iteration 14Q: 3 clusters Score -9088943 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -9089096.000000 Penalty: 5371.604492
	Iteration 15Q: 3 clusters Score -9089096 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -9089164.000000 Penalty: 5371.604492
	Iteration 16Q: 3 clusters Score -9089164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -9089225.000000 Penalty: 5371.604492
	Iteration 17Q: 3 clusters Score -9089225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -9089268.000000 Penalty: 5371.604492
	Iteration 18Q: 3 clusters Score -9089268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -9089284.000000 Penalty: 5371.604492
	Iteration 19Q: 3 clusters Score -9089284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -9089305.000000 Penalty: 5371.604492
	Iteration 20F: 3 clusters Score -9089305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -9089328.000000 Penalty: 5371.604492
	Iteration 21Q: 3 clusters Score -9089328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9089367.000000 Penalty: 5371.604492
	Iteration 22Q: 3 clusters Score -9089367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -9089374.000000 Penalty: 5371.604492
	Iteration 23Q: 3 clusters Score -9089374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -9089378.000000 Penalty: 5371.604492
	Iteration 24Q: 3 clusters Score -9089378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9089380.000000 Penalty: 5371.604492
	Iteration 25Q: 3 clusters Score -9089380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -9089395.000000 Penalty: 5371.604492
	Iteration 26Q: 3 clusters Score -9089395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -9089397.000000 Penalty: 5371.604492
	Iteration 27Q: 3 clusters Score -9089397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -9089400.000000 Penalty: 5371.604492
	Iteration 28Q: 3 clusters Score -9089400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -9089413.000000 Penalty: 5371.604492
	Iteration 29Q: 3 clusters Score -9089413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -9089422.000000 Penalty: 5371.604492
	Iteration 30Q: 3 clusters Score -9089422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -9089428.000000 Penalty: 5371.604492
	Iteration 31Q: 3 clusters Score -9089428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -9089430.000000 Penalty: 5371.604492
	Iteration 32Q: 3 clusters Score -9089430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -9089420.000000 Penalty: 5371.604492
	Iteration 33Q: 3 clusters Score -9089420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -9089427.000000 Penalty: 5371.604492
	Iteration 34Q: 3 clusters Score -9089427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -9089425.000000 Penalty: 5371.604492
	Iteration 35Q: 3 clusters Score -9089425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9089422.000000 Penalty: 5371.604492
	Iteration 36Q: 3 clusters Score -9089422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9089422.000000 Penalty: 5371.604492
	Iteration 37F: 3 clusters Score -9089422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -194667.078125 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -194667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -192615.750000 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -192615.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -193012.421875 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -193012.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -193187.968750 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -193188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -193315.109375 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -193315.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -193435.046875 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -193435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -193600.875000 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -193600.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -193873.781250 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -193873.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -194178.875000 Penalty: 3499.862793
	Iteration 7F: 3 clusters Score -194178.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -194377.718750 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -194377.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -194549.500000 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -194549.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -194740.031250 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -194740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -194990.406250 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -194990.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -195185.828125 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -195185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -195270.281250 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -195270.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -195306.203125 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -195306.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -195322.015625 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -195322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -195334.031250 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -195334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -195339.390625 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -195339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -195341.875000 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -195341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195345.265625 Penalty: 3499.862793
	Iteration 19Q: 3 clusters Score -195345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195358.156250 Penalty: 3499.862793
	Iteration 20F: 3 clusters Score -195358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -195394.296875 Penalty: 3499.862793
	Iteration 21Q: 3 clusters Score -195394.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -195492.015625 Penalty: 3499.862793
	Iteration 22Q: 3 clusters Score -195492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -195610.640625 Penalty: 3499.862793
	Iteration 23Q: 3 clusters Score -195610.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -195644.171875 Penalty: 3499.862793
	Iteration 24Q: 3 clusters Score -195644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195659.390625 Penalty: 3499.862793
	Iteration 25Q: 3 clusters Score -195659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195659.390625 Penalty: 3499.862793
	Iteration 26F: 3 clusters Score -195659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 48482 members 
Mstep: Class 3 contains 23174 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 24037 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 57462 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50373 members 
Mstep: Class 20 contains 49395 members 
Mstep: Class 21 contains 44021 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44207 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48023 members 
Mstep: Class 29 contains 50506 members 
Mstep: Class 30 contains 568 members 
Mstep: Class 31 contains 45031 members 
Mstep: Class 32 contains 43730 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 46238 members 
Mstep: Class 36 contains 49608 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 592 members 
Entering Unmasked Estep 
Score: -196411776.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196412336.000000 to -196411776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (45031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Entering Unmasked Estep 
Score: -8058459.500000 Penalty: 2657.346191
	Iteration 0F: 2 clusters Score -8058460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8029292.500000 Penalty: 5314.692383
	Iteration 0F: 3 clusters Score -8029292 nChanged 20633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -8040801.500000 Penalty: 5314.692383
	Iteration 1F: 3 clusters Score -8040802 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -8041660.500000 Penalty: 5314.692383
	Iteration 2Q: 3 clusters Score -8041660 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -8042896.000000 Penalty: 5314.692383
	Iteration 3F: 3 clusters Score -8042896 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -8044800.500000 Penalty: 5314.692383
	Iteration 4F: 3 clusters Score -8044800 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8047550.500000 Penalty: 5314.692383
	Iteration 5F: 3 clusters Score -8047550 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -8050807.500000 Penalty: 5314.692383
	Iteration 6F: 3 clusters Score -8050808 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -8053543.500000 Penalty: 5314.692383
	Iteration 7F: 3 clusters Score -8053544 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -8055281.000000 Penalty: 5314.692383
	Iteration 8Q: 3 clusters Score -8055281 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -8056038.500000 Penalty: 5314.692383
	Iteration 9Q: 3 clusters Score -8056038 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8056374.500000 Penalty: 5314.692383
	Iteration 10Q: 3 clusters Score -8056374 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8056548.500000 Penalty: 5314.692383
	Iteration 11Q: 3 clusters Score -8056548 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8056647.500000 Penalty: 5314.692383
	Iteration 12Q: 3 clusters Score -8056648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -8056684.500000 Penalty: 5314.692383
	Iteration 13Q: 3 clusters Score -8056684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8056702.500000 Penalty: 5314.692383
	Iteration 14Q: 3 clusters Score -8056702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8056713.000000 Penalty: 5314.692383
	Iteration 15Q: 3 clusters Score -8056713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8056713.500000 Penalty: 5314.692383
	Iteration 16Q: 3 clusters Score -8056714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -8056711.500000 Penalty: 5314.692383
	Iteration 17Q: 3 clusters Score -8056712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -8056722.000000 Penalty: 5314.692383
	Iteration 18Q: 3 clusters Score -8056722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -8056713.500000 Penalty: 5314.692383
	Iteration 19Q: 3 clusters Score -8056714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8056709.500000 Penalty: 5314.692383
	Iteration 20F: 3 clusters Score -8056710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8056720.500000 Penalty: 5314.692383
	Iteration 21Q: 3 clusters Score -8056720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8056724.000000 Penalty: 5314.692383
	Iteration 22Q: 3 clusters Score -8056724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8056727.000000 Penalty: 5314.692383
	Iteration 23Q: 3 clusters Score -8056727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8056721.500000 Penalty: 5314.692383
	Iteration 24Q: 3 clusters Score -8056722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -8056734.500000 Penalty: 5314.692383
	Iteration 25Q: 3 clusters Score -8056734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8056733.500000 Penalty: 5314.692383
	Iteration 26Q: 3 clusters Score -8056734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -8056738.500000 Penalty: 5314.692383
	Iteration 27Q: 3 clusters Score -8056738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8056737.000000 Penalty: 5314.692383
	Iteration 28Q: 3 clusters Score -8056737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8056746.000000 Penalty: 5314.692383
	Iteration 29Q: 3 clusters Score -8056746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -8056752.500000 Penalty: 5314.692383
	Iteration 30Q: 3 clusters Score -8056752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8056748.500000 Penalty: 5314.692383
	Iteration 31Q: 3 clusters Score -8056748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -8056751.000000 Penalty: 5314.692383
	Iteration 32Q: 3 clusters Score -8056751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8056748.000000 Penalty: 5314.692383
	Iteration 33Q: 3 clusters Score -8056748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8056748.000000 Penalty: 5314.692383
	Iteration 34F: 3 clusters Score -8056748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Entering Unmasked Estep 
Score: -7885627.000000 Penalty: 2650.075928
	Iteration 0F: 2 clusters Score -7885627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7856879.500000 Penalty: 5300.151855
	Iteration 0F: 3 clusters Score -7856880 nChanged 20097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -7868127.500000 Penalty: 5300.151855
	Iteration 1F: 3 clusters Score -7868128 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7868535.500000 Penalty: 5300.151855
	Iteration 2Q: 3 clusters Score -7868536 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -7868909.000000 Penalty: 5300.151855
	Iteration 3Q: 3 clusters Score -7868909 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -7869280.000000 Penalty: 5300.151855
	Iteration 4Q: 3 clusters Score -7869280 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -7869554.000000 Penalty: 5300.151855
	Iteration 5Q: 3 clusters Score -7869554 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -7869803.500000 Penalty: 5300.151855
	Iteration 6Q: 3 clusters Score -7869804 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -7870089.000000 Penalty: 5300.151855
	Iteration 7Q: 3 clusters Score -7870089 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -7870497.500000 Penalty: 5300.151855
	Iteration 8Q: 3 clusters Score -7870498 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -7871076.500000 Penalty: 5300.151855
	Iteration 9Q: 3 clusters Score -7871076 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -7871915.000000 Penalty: 5300.151855
	Iteration 10Q: 3 clusters Score -7871915 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -7873047.500000 Penalty: 5300.151855
	Iteration 11Q: 3 clusters Score -7873048 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -7874652.000000 Penalty: 5300.151855
	Iteration 12F: 3 clusters Score -7874652 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -7876443.000000 Penalty: 5300.151855
	Iteration 13F: 3 clusters Score -7876443 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -7878039.000000 Penalty: 5300.151855
	Iteration 14Q: 3 clusters Score -7878039 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -7879196.000000 Penalty: 5300.151855
	Iteration 15Q: 3 clusters Score -7879196 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -7879990.000000 Penalty: 5300.151855
	Iteration 16Q: 3 clusters Score -7879990 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -7880498.500000 Penalty: 5300.151855
	Iteration 17Q: 3 clusters Score -7880498 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -7880904.500000 Penalty: 5300.151855
	Iteration 18Q: 3 clusters Score -7880904 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7881234.500000 Penalty: 5300.151855
	Iteration 19Q: 3 clusters Score -7881234 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7881538.500000 Penalty: 5300.151855
	Iteration 20F: 3 clusters Score -7881538 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7881864.000000 Penalty: 5300.151855
	Iteration 21Q: 3 clusters Score -7881864 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7882186.000000 Penalty: 5300.151855
	Iteration 22Q: 3 clusters Score -7882186 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7882432.500000 Penalty: 5300.151855
	Iteration 23Q: 3 clusters Score -7882432 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7882647.000000 Penalty: 5300.151855
	Iteration 24Q: 3 clusters Score -7882647 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7882808.000000 Penalty: 5300.151855
	Iteration 25Q: 3 clusters Score -7882808 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7882938.000000 Penalty: 5300.151855
	Iteration 26Q: 3 clusters Score -7882938 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7883012.000000 Penalty: 5300.151855
	Iteration 27Q: 3 clusters Score -7883012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7883104.500000 Penalty: 5300.151855
	Iteration 28Q: 3 clusters Score -7883104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7883189.500000 Penalty: 5300.151855
	Iteration 29Q: 3 clusters Score -7883190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7883223.500000 Penalty: 5300.151855
	Iteration 30Q: 3 clusters Score -7883224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7883276.000000 Penalty: 5300.151855
	Iteration 31Q: 3 clusters Score -7883276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7883304.500000 Penalty: 5300.151855
	Iteration 32Q: 3 clusters Score -7883304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7883326.500000 Penalty: 5300.151855
	Iteration 33Q: 3 clusters Score -7883326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7883359.000000 Penalty: 5300.151855
	Iteration 34Q: 3 clusters Score -7883359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7883361.000000 Penalty: 5300.151855
	Iteration 35Q: 3 clusters Score -7883361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7883377.000000 Penalty: 5300.151855
	Iteration 36Q: 3 clusters Score -7883377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7883397.000000 Penalty: 5300.151855
	Iteration 37Q: 3 clusters Score -7883397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7883399.500000 Penalty: 5300.151855
	Iteration 38Q: 3 clusters Score -7883400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7883408.000000 Penalty: 5300.151855
	Iteration 39Q: 3 clusters Score -7883408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7883406.000000 Penalty: 5300.151855
	Iteration 40F: 3 clusters Score -7883406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7883410.500000 Penalty: 5300.151855
	Iteration 41Q: 3 clusters Score -7883410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7883419.000000 Penalty: 5300.151855
	Iteration 42Q: 3 clusters Score -7883419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7883426.000000 Penalty: 5300.151855
	Iteration 43Q: 3 clusters Score -7883426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7883430.000000 Penalty: 5300.151855
	Iteration 44Q: 3 clusters Score -7883430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7883430.500000 Penalty: 5300.151855
	Iteration 45Q: 3 clusters Score -7883430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7883431.500000 Penalty: 5300.151855
	Iteration 46Q: 3 clusters Score -7883432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7883439.500000 Penalty: 5300.151855
	Iteration 47Q: 3 clusters Score -7883440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7883439.000000 Penalty: 5300.151855
	Iteration 48Q: 3 clusters Score -7883439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7883438.500000 Penalty: 5300.151855
	Iteration 49Q: 3 clusters Score -7883438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7883443.000000 Penalty: 5300.151855
	Iteration 50Q: 3 clusters Score -7883443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7883450.000000 Penalty: 5300.151855
	Iteration 51Q: 3 clusters Score -7883450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7883450.500000 Penalty: 5300.151855
	Iteration 52Q: 3 clusters Score -7883450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7883453.000000 Penalty: 5300.151855
	Iteration 53Q: 3 clusters Score -7883453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7883453.500000 Penalty: 5300.151855
	Iteration 54Q: 3 clusters Score -7883454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7883458.500000 Penalty: 5300.151855
	Iteration 55Q: 3 clusters Score -7883458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7883465.000000 Penalty: 5300.151855
	Iteration 56Q: 3 clusters Score -7883465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7883470.500000 Penalty: 5300.151855
	Iteration 57Q: 3 clusters Score -7883470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7883470.500000 Penalty: 5300.151855
	Iteration 58F: 3 clusters Score -7883470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Entering Unmasked Estep 
Score: -9206288.000000 Penalty: 2693.427246
	Iteration 0F: 2 clusters Score -9206288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -9173640.000000 Penalty: 5386.854492
	Iteration 0F: 3 clusters Score -9173640 nChanged 23992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -9186918.000000 Penalty: 5386.854492
	Iteration 1F: 3 clusters Score -9186918 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -9187398.000000 Penalty: 5386.854492
	Iteration 2Q: 3 clusters Score -9187398 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9187844.000000 Penalty: 5386.854492
	Iteration 3Q: 3 clusters Score -9187844 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -9188208.000000 Penalty: 5386.854492
	Iteration 4Q: 3 clusters Score -9188208 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -9188629.000000 Penalty: 5386.854492
	Iteration 5Q: 3 clusters Score -9188629 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -9189015.000000 Penalty: 5386.854492
	Iteration 6Q: 3 clusters Score -9189015 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -9189483.000000 Penalty: 5386.854492
	Iteration 7Q: 3 clusters Score -9189483 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -9190037.000000 Penalty: 5386.854492
	Iteration 8Q: 3 clusters Score -9190037 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -9190958.000000 Penalty: 5386.854492
	Iteration 9Q: 3 clusters Score -9190958 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -9192298.000000 Penalty: 5386.854492
	Iteration 10Q: 3 clusters Score -9192298 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -9194378.000000 Penalty: 5386.854492
	Iteration 11F: 3 clusters Score -9194378 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -9197010.000000 Penalty: 5386.854492
	Iteration 12F: 3 clusters Score -9197010 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -9199570.000000 Penalty: 5386.854492
	Iteration 13F: 3 clusters Score -9199570 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -9201418.000000 Penalty: 5386.854492
	Iteration 14F: 3 clusters Score -9201418 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9202511.000000 Penalty: 5386.854492
	Iteration 15Q: 3 clusters Score -9202511 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9203104.000000 Penalty: 5386.854492
	Iteration 16Q: 3 clusters Score -9203104 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9203470.000000 Penalty: 5386.854492
	Iteration 17Q: 3 clusters Score -9203470 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9203671.000000 Penalty: 5386.854492
	Iteration 18Q: 3 clusters Score -9203671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9203751.000000 Penalty: 5386.854492
	Iteration 19Q: 3 clusters Score -9203751 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9203804.000000 Penalty: 5386.854492
	Iteration 20F: 3 clusters Score -9203804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9203859.000000 Penalty: 5386.854492
	Iteration 21Q: 3 clusters Score -9203859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9203891.000000 Penalty: 5386.854492
	Iteration 22Q: 3 clusters Score -9203891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9203941.000000 Penalty: 5386.854492
	Iteration 23Q: 3 clusters Score -9203941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9203960.000000 Penalty: 5386.854492
	Iteration 24Q: 3 clusters Score -9203960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9203975.000000 Penalty: 5386.854492
	Iteration 25Q: 3 clusters Score -9203975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9203992.000000 Penalty: 5386.854492
	Iteration 26Q: 3 clusters Score -9203992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9204012.000000 Penalty: 5386.854492
	Iteration 27Q: 3 clusters Score -9204012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9204022.000000 Penalty: 5386.854492
	Iteration 28Q: 3 clusters Score -9204022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9204041.000000 Penalty: 5386.854492
	Iteration 29Q: 3 clusters Score -9204041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9204041.000000 Penalty: 5386.854492
	Iteration 30Q: 3 clusters Score -9204041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9204055.000000 Penalty: 5386.854492
	Iteration 31Q: 3 clusters Score -9204055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9204063.000000 Penalty: 5386.854492
	Iteration 32Q: 3 clusters Score -9204063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9204068.000000 Penalty: 5386.854492
	Iteration 33Q: 3 clusters Score -9204068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9204076.000000 Penalty: 5386.854492
	Iteration 34Q: 3 clusters Score -9204076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9204075.000000 Penalty: 5386.854492
	Iteration 35Q: 3 clusters Score -9204075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9204079.000000 Penalty: 5386.854492
	Iteration 36Q: 3 clusters Score -9204079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9204084.000000 Penalty: 5386.854492
	Iteration 37Q: 3 clusters Score -9204084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9204075.000000 Penalty: 5386.854492
	Iteration 38Q: 3 clusters Score -9204075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9204083.000000 Penalty: 5386.854492
	Iteration 39Q: 3 clusters Score -9204083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9204081.000000 Penalty: 5386.854492
	Iteration 40F: 3 clusters Score -9204081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9204080.000000 Penalty: 5386.854492
	Iteration 41Q: 3 clusters Score -9204080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9204080.000000 Penalty: 5386.854492
	Iteration 42F: 3 clusters Score -9204080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Entering Unmasked Estep 
Score: -8111399.500000 Penalty: 2659.528564
	Iteration 0F: 2 clusters Score -8111400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8081223.500000 Penalty: 5319.057129
	Iteration 0F: 3 clusters Score -8081224 nChanged 20851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -8092792.000000 Penalty: 5319.057129
	Iteration 1F: 3 clusters Score -8092792 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8093433.500000 Penalty: 5319.057129
	Iteration 2Q: 3 clusters Score -8093434 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8094111.500000 Penalty: 5319.057129
	Iteration 3Q: 3 clusters Score -8094112 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -8094964.000000 Penalty: 5319.057129
	Iteration 4Q: 3 clusters Score -8094964 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8096068.000000 Penalty: 5319.057129
	Iteration 5Q: 3 clusters Score -8096068 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -8097618.500000 Penalty: 5319.057129
	Iteration 6F: 3 clusters Score -8097618 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -8099500.500000 Penalty: 5319.057129
	Iteration 7F: 3 clusters Score -8099500 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -8101699.500000 Penalty: 5319.057129
	Iteration 8F: 3 clusters Score -8101700 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -8103858.000000 Penalty: 5319.057129
	Iteration 9F: 3 clusters Score -8103858 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -8105307.500000 Penalty: 5319.057129
	Iteration 10F: 3 clusters Score -8105308 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -8106024.500000 Penalty: 5319.057129
	Iteration 11Q: 3 clusters Score -8106024 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -8106583.000000 Penalty: 5319.057129
	Iteration 12Q: 3 clusters Score -8106583 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -8107022.000000 Penalty: 5319.057129
	Iteration 13Q: 3 clusters Score -8107022 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -8107451.500000 Penalty: 5319.057129
	Iteration 14Q: 3 clusters Score -8107452 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -8107887.500000 Penalty: 5319.057129
	Iteration 15Q: 3 clusters Score -8107888 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -8108225.500000 Penalty: 5319.057129
	Iteration 16Q: 3 clusters Score -8108226 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -8108545.000000 Penalty: 5319.057129
	Iteration 17Q: 3 clusters Score -8108545 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -8108787.000000 Penalty: 5319.057129
	Iteration 18Q: 3 clusters Score -8108787 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -8108903.000000 Penalty: 5319.057129
	Iteration 19Q: 3 clusters Score -8108903 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8109036.000000 Penalty: 5319.057129
	Iteration 20F: 3 clusters Score -8109036 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -8109103.500000 Penalty: 5319.057129
	Iteration 21Q: 3 clusters Score -8109104 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -8109167.000000 Penalty: 5319.057129
	Iteration 22Q: 3 clusters Score -8109167 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -8109270.000000 Penalty: 5319.057129
	Iteration 23Q: 3 clusters Score -8109270 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -8109341.500000 Penalty: 5319.057129
	Iteration 24Q: 3 clusters Score -8109342 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -8109385.000000 Penalty: 5319.057129
	Iteration 25Q: 3 clusters Score -8109385 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8109433.000000 Penalty: 5319.057129
	Iteration 26Q: 3 clusters Score -8109433 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -8109445.000000 Penalty: 5319.057129
	Iteration 27Q: 3 clusters Score -8109445 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -8109480.500000 Penalty: 5319.057129
	Iteration 28Q: 3 clusters Score -8109480 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8109503.000000 Penalty: 5319.057129
	Iteration 29Q: 3 clusters Score -8109503 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -8109495.000000 Penalty: 5319.057129
	Iteration 30Q: 3 clusters Score -8109495 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -8109525.000000 Penalty: 5319.057129
	Iteration 31Q: 3 clusters Score -8109525 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -8109551.500000 Penalty: 5319.057129
	Iteration 32Q: 3 clusters Score -8109552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -8109548.500000 Penalty: 5319.057129
	Iteration 33Q: 3 clusters Score -8109548 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8109553.500000 Penalty: 5319.057129
	Iteration 34Q: 3 clusters Score -8109554 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -8109569.500000 Penalty: 5319.057129
	Iteration 35Q: 3 clusters Score -8109570 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -8109582.500000 Penalty: 5319.057129
	Iteration 36Q: 3 clusters Score -8109582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8109602.500000 Penalty: 5319.057129
	Iteration 37Q: 3 clusters Score -8109602 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -8109613.500000 Penalty: 5319.057129
	Iteration 38Q: 3 clusters Score -8109614 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -8109629.000000 Penalty: 5319.057129
	Iteration 39Q: 3 clusters Score -8109629 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -8109664.000000 Penalty: 5319.057129
	Iteration 40F: 3 clusters Score -8109664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -8109696.000000 Penalty: 5319.057129
	Iteration 41Q: 3 clusters Score -8109696 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -8109725.000000 Penalty: 5319.057129
	Iteration 42Q: 3 clusters Score -8109725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -8109767.500000 Penalty: 5319.057129
	Iteration 43Q: 3 clusters Score -8109768 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -8109798.000000 Penalty: 5319.057129
	Iteration 44Q: 3 clusters Score -8109798 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -8109821.500000 Penalty: 5319.057129
	Iteration 45Q: 3 clusters Score -8109822 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -8109811.000000 Penalty: 5319.057129
	Iteration 46Q: 3 clusters Score -8109811 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -8109832.000000 Penalty: 5319.057129
	Iteration 47Q: 3 clusters Score -8109832 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8109860.000000 Penalty: 5319.057129
	Iteration 48Q: 3 clusters Score -8109860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -8109888.500000 Penalty: 5319.057129
	Iteration 49Q: 3 clusters Score -8109888 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -8109880.000000 Penalty: 5319.057129
	Iteration 50Q: 3 clusters Score -8109880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -8109902.500000 Penalty: 5319.057129
	Iteration 51Q: 3 clusters Score -8109902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -8109922.500000 Penalty: 5319.057129
	Iteration 52Q: 3 clusters Score -8109922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -8109944.000000 Penalty: 5319.057129
	Iteration 53Q: 3 clusters Score -8109944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -8109975.500000 Penalty: 5319.057129
	Iteration 54Q: 3 clusters Score -8109976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -8109996.500000 Penalty: 5319.057129
	Iteration 55Q: 3 clusters Score -8109996 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -8109997.000000 Penalty: 5319.057129
	Iteration 56Q: 3 clusters Score -8109997 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -8110008.500000 Penalty: 5319.057129
	Iteration 57Q: 3 clusters Score -8110008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -8110028.000000 Penalty: 5319.057129
	Iteration 58Q: 3 clusters Score -8110028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8110045.000000 Penalty: 5319.057129
	Iteration 59Q: 3 clusters Score -8110045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8110046.500000 Penalty: 5319.057129
	Iteration 60F: 3 clusters Score -8110046 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -8110063.000000 Penalty: 5319.057129
	Iteration 61Q: 3 clusters Score -8110063 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8110074.000000 Penalty: 5319.057129
	Iteration 62Q: 3 clusters Score -8110074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -8110096.000000 Penalty: 5319.057129
	Iteration 63Q: 3 clusters Score -8110096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -8110101.000000 Penalty: 5319.057129
	Iteration 64Q: 3 clusters Score -8110101 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -8110112.500000 Penalty: 5319.057129
	Iteration 65Q: 3 clusters Score -8110112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -8110128.000000 Penalty: 5319.057129
	Iteration 66Q: 3 clusters Score -8110128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -8110154.000000 Penalty: 5319.057129
	Iteration 67Q: 3 clusters Score -8110154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -8110165.000000 Penalty: 5319.057129
	Iteration 68Q: 3 clusters Score -8110165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8110194.000000 Penalty: 5319.057129
	Iteration 69Q: 3 clusters Score -8110194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -8110171.500000 Penalty: 5319.057129
	Iteration 70Q: 3 clusters Score -8110172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8110191.500000 Penalty: 5319.057129
	Iteration 71Q: 3 clusters Score -8110192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -8110182.000000 Penalty: 5319.057129
	Iteration 72Q: 3 clusters Score -8110182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -8110172.000000 Penalty: 5319.057129
	Iteration 73Q: 3 clusters Score -8110172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -8110182.000000 Penalty: 5319.057129
	Iteration 74Q: 3 clusters Score -8110182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -8110190.500000 Penalty: 5319.057129
	Iteration 75Q: 3 clusters Score -8110190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -8110206.000000 Penalty: 5319.057129
	Iteration 76Q: 3 clusters Score -8110206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -8110228.500000 Penalty: 5319.057129
	Iteration 77Q: 3 clusters Score -8110228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8110219.000000 Penalty: 5319.057129
	Iteration 78Q: 3 clusters Score -8110219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8110228.500000 Penalty: 5319.057129
	Iteration 79Q: 3 clusters Score -8110228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -8110223.500000 Penalty: 5319.057129
	Iteration 80F: 3 clusters Score -8110224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8110227.000000 Penalty: 5319.057129
	Iteration 81Q: 3 clusters Score -8110227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8110232.000000 Penalty: 5319.057129
	Iteration 82Q: 3 clusters Score -8110232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -8110234.000000 Penalty: 5319.057129
	Iteration 83Q: 3 clusters Score -8110234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -8110237.000000 Penalty: 5319.057129
	Iteration 84Q: 3 clusters Score -8110237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -8110257.500000 Penalty: 5319.057129
	Iteration 85Q: 3 clusters Score -8110258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8110259.500000 Penalty: 5319.057129
	Iteration 86Q: 3 clusters Score -8110260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -8110259.000000 Penalty: 5319.057129
	Iteration 87Q: 3 clusters Score -8110259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -8110253.500000 Penalty: 5319.057129
	Iteration 88Q: 3 clusters Score -8110254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -8110261.000000 Penalty: 5319.057129
	Iteration 89Q: 3 clusters Score -8110261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -8110267.000000 Penalty: 5319.057129
	Iteration 90Q: 3 clusters Score -8110267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -8110251.000000 Penalty: 5319.057129
	Iteration 91Q: 3 clusters Score -8110251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -8110253.500000 Penalty: 5319.057129
	Iteration 92Q: 3 clusters Score -8110254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8110252.500000 Penalty: 5319.057129
	Iteration 93Q: 3 clusters Score -8110252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -8110251.500000 Penalty: 5319.057129
	Iteration 94Q: 3 clusters Score -8110252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -8110253.000000 Penalty: 5319.057129
	Iteration 95Q: 3 clusters Score -8110253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -8110268.500000 Penalty: 5319.057129
	Iteration 96Q: 3 clusters Score -8110268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -8110279.000000 Penalty: 5319.057129
	Iteration 97Q: 3 clusters Score -8110279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -8110286.000000 Penalty: 5319.057129
	Iteration 98Q: 3 clusters Score -8110286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -8110272.000000 Penalty: 5319.057129
	Iteration 99Q: 3 clusters Score -8110272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -8110262.500000 Penalty: 5319.057129
	Iteration 100F: 3 clusters Score -8110262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -8110273.000000 Penalty: 5319.057129
	Iteration 101Q: 3 clusters Score -8110273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -8110276.500000 Penalty: 5319.057129
	Iteration 102Q: 3 clusters Score -8110276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -8110283.000000 Penalty: 5319.057129
	Iteration 103Q: 3 clusters Score -8110283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -8110288.000000 Penalty: 5319.057129
	Iteration 104Q: 3 clusters Score -8110288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -8110286.500000 Penalty: 5319.057129
	Iteration 105Q: 3 clusters Score -8110286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -8110296.500000 Penalty: 5319.057129
	Iteration 106Q: 3 clusters Score -8110296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -8110293.000000 Penalty: 5319.057129
	Iteration 107Q: 3 clusters Score -8110293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -8110291.000000 Penalty: 5319.057129
	Iteration 108Q: 3 clusters Score -8110291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -8110303.000000 Penalty: 5319.057129
	Iteration 109Q: 3 clusters Score -8110303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -8110302.500000 Penalty: 5319.057129
	Iteration 110Q: 3 clusters Score -8110302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -8110285.500000 Penalty: 5319.057129
	Iteration 111Q: 3 clusters Score -8110286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -8110292.500000 Penalty: 5319.057129
	Iteration 112Q: 3 clusters Score -8110292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8110288.000000 Penalty: 5319.057129
	Iteration 113Q: 3 clusters Score -8110288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8110286.000000 Penalty: 5319.057129
	Iteration 114Q: 3 clusters Score -8110286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8110284.500000 Penalty: 5319.057129
	Iteration 115Q: 3 clusters Score -8110284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -8110271.500000 Penalty: 5319.057129
	Iteration 116Q: 3 clusters Score -8110272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -8110286.500000 Penalty: 5319.057129
	Iteration 117Q: 3 clusters Score -8110286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -8110292.500000 Penalty: 5319.057129
	Iteration 118Q: 3 clusters Score -8110292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -8110294.000000 Penalty: 5319.057129
	Iteration 119Q: 3 clusters Score -8110294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -8110288.500000 Penalty: 5319.057129
	Iteration 120F: 3 clusters Score -8110288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -8110292.000000 Penalty: 5319.057129
	Iteration 121Q: 3 clusters Score -8110292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -8110294.000000 Penalty: 5319.057129
	Iteration 122Q: 3 clusters Score -8110294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -8110293.500000 Penalty: 5319.057129
	Iteration 123Q: 3 clusters Score -8110294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -8110295.500000 Penalty: 5319.057129
	Iteration 124Q: 3 clusters Score -8110296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -8110298.000000 Penalty: 5319.057129
	Iteration 125Q: 3 clusters Score -8110298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -8110299.000000 Penalty: 5319.057129
	Iteration 126Q: 3 clusters Score -8110299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -8110294.000000 Penalty: 5319.057129
	Iteration 127Q: 3 clusters Score -8110294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8110289.500000 Penalty: 5319.057129
	Iteration 128Q: 3 clusters Score -8110290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8110289.500000 Penalty: 5319.057129
	Iteration 129F: 3 clusters Score -8110290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (46238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Entering Unmasked Estep 
Score: -8232741.500000 Penalty: 2663.906250
	Iteration 0F: 2 clusters Score -8232742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8202898.000000 Penalty: 5327.812500
	Iteration 0F: 3 clusters Score -8202898 nChanged 21164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8214738.000000 Penalty: 5327.812500
	Iteration 1F: 3 clusters Score -8214738 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -8215469.000000 Penalty: 5327.812500
	Iteration 2Q: 3 clusters Score -8215469 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8216299.500000 Penalty: 5327.812500
	Iteration 3Q: 3 clusters Score -8216300 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -8217274.500000 Penalty: 5327.812500
	Iteration 4Q: 3 clusters Score -8217274 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -8218266.500000 Penalty: 5327.812500
	Iteration 5Q: 3 clusters Score -8218266 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -8219428.500000 Penalty: 5327.812500
	Iteration 6Q: 3 clusters Score -8219428 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8220725.500000 Penalty: 5327.812500
	Iteration 7Q: 3 clusters Score -8220726 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -8222208.500000 Penalty: 5327.812500
	Iteration 8Q: 3 clusters Score -8222208 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8223879.500000 Penalty: 5327.812500
	Iteration 9F: 3 clusters Score -8223880 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -8225559.500000 Penalty: 5327.812500
	Iteration 10F: 3 clusters Score -8225560 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -8227048.500000 Penalty: 5327.812500
	Iteration 11Q: 3 clusters Score -8227048 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -8228258.500000 Penalty: 5327.812500
	Iteration 12Q: 3 clusters Score -8228258 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8229076.500000 Penalty: 5327.812500
	Iteration 13Q: 3 clusters Score -8229076 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8229574.000000 Penalty: 5327.812500
	Iteration 14Q: 3 clusters Score -8229574 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8229885.000000 Penalty: 5327.812500
	Iteration 15Q: 3 clusters Score -8229885 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8230146.000000 Penalty: 5327.812500
	Iteration 16Q: 3 clusters Score -8230146 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8230273.500000 Penalty: 5327.812500
	Iteration 17Q: 3 clusters Score -8230274 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8230364.000000 Penalty: 5327.812500
	Iteration 18Q: 3 clusters Score -8230364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8230411.000000 Penalty: 5327.812500
	Iteration 19Q: 3 clusters Score -8230411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8230455.000000 Penalty: 5327.812500
	Iteration 20F: 3 clusters Score -8230455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8230474.500000 Penalty: 5327.812500
	Iteration 21Q: 3 clusters Score -8230474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8230504.000000 Penalty: 5327.812500
	Iteration 22Q: 3 clusters Score -8230504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8230514.000000 Penalty: 5327.812500
	Iteration 23Q: 3 clusters Score -8230514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8230527.500000 Penalty: 5327.812500
	Iteration 24Q: 3 clusters Score -8230528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8230537.500000 Penalty: 5327.812500
	Iteration 25Q: 3 clusters Score -8230538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8230539.000000 Penalty: 5327.812500
	Iteration 26Q: 3 clusters Score -8230539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8230542.000000 Penalty: 5327.812500
	Iteration 27Q: 3 clusters Score -8230542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8230538.500000 Penalty: 5327.812500
	Iteration 28Q: 3 clusters Score -8230538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8230546.000000 Penalty: 5327.812500
	Iteration 29Q: 3 clusters Score -8230546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8230547.500000 Penalty: 5327.812500
	Iteration 30Q: 3 clusters Score -8230548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8230545.500000 Penalty: 5327.812500
	Iteration 31Q: 3 clusters Score -8230546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8230548.500000 Penalty: 5327.812500
	Iteration 32Q: 3 clusters Score -8230548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8230561.500000 Penalty: 5327.812500
	Iteration 33Q: 3 clusters Score -8230562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8230567.500000 Penalty: 5327.812500
	Iteration 34Q: 3 clusters Score -8230568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8230579.000000 Penalty: 5327.812500
	Iteration 35Q: 3 clusters Score -8230579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8230577.000000 Penalty: 5327.812500
	Iteration 36Q: 3 clusters Score -8230577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8230583.500000 Penalty: 5327.812500
	Iteration 37Q: 3 clusters Score -8230584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8230584.000000 Penalty: 5327.812500
	Iteration 38Q: 3 clusters Score -8230584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8230601.000000 Penalty: 5327.812500
	Iteration 39Q: 3 clusters Score -8230601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8230608.500000 Penalty: 5327.812500
	Iteration 40F: 3 clusters Score -8230608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8230605.000000 Penalty: 5327.812500
	Iteration 41Q: 3 clusters Score -8230605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8230609.000000 Penalty: 5327.812500
	Iteration 42Q: 3 clusters Score -8230609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8230603.500000 Penalty: 5327.812500
	Iteration 43Q: 3 clusters Score -8230604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8230608.500000 Penalty: 5327.812500
	Iteration 44Q: 3 clusters Score -8230608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8230605.500000 Penalty: 5327.812500
	Iteration 45Q: 3 clusters Score -8230606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8230605.500000 Penalty: 5327.812500
	Iteration 46F: 3 clusters Score -8230606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Entering Unmasked Estep 
Score: -8990388.000000 Penalty: 2681.353027
	Iteration 0F: 2 clusters Score -8990388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -8959408.000000 Penalty: 5362.706055
	Iteration 0F: 3 clusters Score -8959408 nChanged 22886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -8972459.000000 Penalty: 5362.706055
	Iteration 1F: 3 clusters Score -8972459 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -8973219.000000 Penalty: 5362.706055
	Iteration 2Q: 3 clusters Score -8973219 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -8974002.000000 Penalty: 5362.706055
	Iteration 3Q: 3 clusters Score -8974002 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -8974901.000000 Penalty: 5362.706055
	Iteration 4Q: 3 clusters Score -8974901 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8976012.000000 Penalty: 5362.706055
	Iteration 5F: 3 clusters Score -8976012 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -8977125.000000 Penalty: 5362.706055
	Iteration 6F: 3 clusters Score -8977125 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -8978280.000000 Penalty: 5362.706055
	Iteration 7Q: 3 clusters Score -8978280 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -8979508.000000 Penalty: 5362.706055
	Iteration 8Q: 3 clusters Score -8979508 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -8980768.000000 Penalty: 5362.706055
	Iteration 9Q: 3 clusters Score -8980768 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -8982153.000000 Penalty: 5362.706055
	Iteration 10Q: 3 clusters Score -8982153 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8983411.000000 Penalty: 5362.706055
	Iteration 11Q: 3 clusters Score -8983411 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -8984544.000000 Penalty: 5362.706055
	Iteration 12Q: 3 clusters Score -8984544 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -8985329.000000 Penalty: 5362.706055
	Iteration 13Q: 3 clusters Score -8985329 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -8985884.000000 Penalty: 5362.706055
	Iteration 14Q: 3 clusters Score -8985884 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8986273.000000 Penalty: 5362.706055
	Iteration 15Q: 3 clusters Score -8986273 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8986618.000000 Penalty: 5362.706055
	Iteration 16Q: 3 clusters Score -8986618 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8986830.000000 Penalty: 5362.706055
	Iteration 17Q: 3 clusters Score -8986830 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -8986949.000000 Penalty: 5362.706055
	Iteration 18Q: 3 clusters Score -8986949 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8987124.000000 Penalty: 5362.706055
	Iteration 19Q: 3 clusters Score -8987124 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -8987365.000000 Penalty: 5362.706055
	Iteration 20F: 3 clusters Score -8987365 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8987750.000000 Penalty: 5362.706055
	Iteration 21Q: 3 clusters Score -8987750 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8988017.000000 Penalty: 5362.706055
	Iteration 22Q: 3 clusters Score -8988017 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8988161.000000 Penalty: 5362.706055
	Iteration 23Q: 3 clusters Score -8988161 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -8988278.000000 Penalty: 5362.706055
	Iteration 24Q: 3 clusters Score -8988278 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -8988368.000000 Penalty: 5362.706055
	Iteration 25Q: 3 clusters Score -8988368 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8988445.000000 Penalty: 5362.706055
	Iteration 26Q: 3 clusters Score -8988445 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -8988520.000000 Penalty: 5362.706055
	Iteration 27Q: 3 clusters Score -8988520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -8988579.000000 Penalty: 5362.706055
	Iteration 28Q: 3 clusters Score -8988579 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -8988691.000000 Penalty: 5362.706055
	Iteration 29Q: 3 clusters Score -8988691 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -8988771.000000 Penalty: 5362.706055
	Iteration 30Q: 3 clusters Score -8988771 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -8988819.000000 Penalty: 5362.706055
	Iteration 31Q: 3 clusters Score -8988819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -8988865.000000 Penalty: 5362.706055
	Iteration 32Q: 3 clusters Score -8988865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -8988895.000000 Penalty: 5362.706055
	Iteration 33Q: 3 clusters Score -8988895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -8988914.000000 Penalty: 5362.706055
	Iteration 34Q: 3 clusters Score -8988914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -8988940.000000 Penalty: 5362.706055
	Iteration 35Q: 3 clusters Score -8988940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -8988952.000000 Penalty: 5362.706055
	Iteration 36Q: 3 clusters Score -8988952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -8988956.000000 Penalty: 5362.706055
	Iteration 37Q: 3 clusters Score -8988956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -8988951.000000 Penalty: 5362.706055
	Iteration 38Q: 3 clusters Score -8988951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -8988962.000000 Penalty: 5362.706055
	Iteration 39Q: 3 clusters Score -8988962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -8988970.000000 Penalty: 5362.706055
	Iteration 40F: 3 clusters Score -8988970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -8988969.000000 Penalty: 5362.706055
	Iteration 41Q: 3 clusters Score -8988969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -8988969.000000 Penalty: 5362.706055
	Iteration 42F: 3 clusters Score -8988969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -163086.796875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -163086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161186.062500 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -161186.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161872.031250 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -161872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -162211.953125 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -162212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -162461.843750 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -162461.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162722.656250 Penalty: 3493.840332
	Iteration 4F: 3 clusters Score -162722.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162916.281250 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -162916.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -163025.500000 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -163025.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -163096.453125 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -163096.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163140.093750 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -163140.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -163193.625000 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -163193.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -163237.093750 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -163237.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -163275.015625 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -163275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -163311.281250 Penalty: 3493.840332
	Iteration 12Q: 3 clusters Score -163311.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -163349.140625 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -163349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163377.578125 Penalty: 3493.840332
	Iteration 14Q: 3 clusters Score -163377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -163399.953125 Penalty: 3493.840332
	Iteration 15Q: 3 clusters Score -163400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163424.937500 Penalty: 3493.840332
	Iteration 16Q: 3 clusters Score -163424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -163454.406250 Penalty: 3493.840332
	Iteration 17Q: 3 clusters Score -163454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163470.515625 Penalty: 3493.840332
	Iteration 18Q: 3 clusters Score -163470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -163482.046875 Penalty: 3493.840332
	Iteration 19Q: 3 clusters Score -163482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -163490.843750 Penalty: 3493.840332
	Iteration 20F: 3 clusters Score -163490.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163524.843750 Penalty: 3493.840332
	Iteration 21Q: 3 clusters Score -163524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163566.609375 Penalty: 3493.840332
	Iteration 22Q: 3 clusters Score -163566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163595.781250 Penalty: 3493.840332
	Iteration 23Q: 3 clusters Score -163595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163611.437500 Penalty: 3493.840332
	Iteration 24Q: 3 clusters Score -163611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -163621.765625 Penalty: 3493.840332
	Iteration 25Q: 3 clusters Score -163621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163628.343750 Penalty: 3493.840332
	Iteration 26Q: 3 clusters Score -163628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163630.875000 Penalty: 3493.840332
	Iteration 27Q: 3 clusters Score -163630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163633.890625 Penalty: 3493.840332
	Iteration 28Q: 3 clusters Score -163633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163635.703125 Penalty: 3493.840332
	Iteration 29Q: 3 clusters Score -163635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163636.296875 Penalty: 3493.840332
	Iteration 30F: 3 clusters Score -163636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163643.093750 Penalty: 3493.840332
	Iteration 31Q: 3 clusters Score -163643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -163657.203125 Penalty: 3493.840332
	Iteration 32Q: 3 clusters Score -163657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -163675.234375 Penalty: 3493.840332
	Iteration 33Q: 3 clusters Score -163675.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -163707.328125 Penalty: 3493.840332
	Iteration 34Q: 3 clusters Score -163707.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -163734.406250 Penalty: 3493.840332
	Iteration 35Q: 3 clusters Score -163734.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -163763.687500 Penalty: 3493.840332
	Iteration 36Q: 3 clusters Score -163763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163781.656250 Penalty: 3493.840332
	Iteration 37Q: 3 clusters Score -163781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -163811.437500 Penalty: 3493.840332
	Iteration 38Q: 3 clusters Score -163811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -163839.562500 Penalty: 3493.840332
	Iteration 39Q: 3 clusters Score -163839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163869.109375 Penalty: 3493.840332
	Iteration 40F: 3 clusters Score -163869.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -163977.203125 Penalty: 3493.840332
	Iteration 41Q: 3 clusters Score -163977.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -164011.859375 Penalty: 3493.840332
	Iteration 42Q: 3 clusters Score -164011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -164015.796875 Penalty: 3493.840332
	Iteration 43Q: 3 clusters Score -164015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -164015.796875 Penalty: 3493.840332
	Iteration 44F: 3 clusters Score -164015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 48482 members 
Mstep: Class 3 contains 23174 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 24037 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 57462 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50373 members 
Mstep: Class 20 contains 49395 members 
Mstep: Class 21 contains 44021 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44207 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48023 members 
Mstep: Class 29 contains 50506 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45031 members 
Mstep: Class 32 contains 43730 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 46238 members 
Mstep: Class 36 contains 49608 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 478 members 
Entering Unmasked Estep 
Score: -196411616.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196412336.000000 to -196411616.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 48482 members 
Mstep: Class 3 contains 23174 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 24037 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 57462 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50373 members 
Mstep: Class 20 contains 49395 members 
Mstep: Class 21 contains 44021 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44207 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48023 members 
Mstep: Class 29 contains 50506 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45031 members 
Mstep: Class 32 contains 43730 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 46238 members 
Mstep: Class 36 contains 49608 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412352.000000 Penalty: 127827.164062
Iteration 319Q: 38 clusters Score -1.964124e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 48479 members 
Mstep: Class 3 contains 23172 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 27515 members 
Mstep: Class 7 contains 24036 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41116 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 51181 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17147 members 
Mstep: Class 16 contains 42440 members 
Mstep: Class 17 contains 57500 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 50382 members 
Mstep: Class 20 contains 49398 members 
Mstep: Class 21 contains 44026 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44202 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48023 members 
Mstep: Class 29 contains 50502 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45026 members 
Mstep: Class 32 contains 43703 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45428 members 
Mstep: Class 35 contains 46234 members 
Mstep: Class 36 contains 49617 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412144.000000 Penalty: 127827.164062
Iteration 320F: 38 clusters Score -1.964121e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 48473 members 
Mstep: Class 3 contains 23163 members 
Mstep: Class 4 contains 49094 members 
Mstep: Class 5 contains 55431 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 24032 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 51187 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17145 members 
Mstep: Class 16 contains 42437 members 
Mstep: Class 17 contains 57548 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 50397 members 
Mstep: Class 20 contains 49412 members 
Mstep: Class 21 contains 44027 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44192 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14399 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48024 members 
Mstep: Class 29 contains 50496 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45011 members 
Mstep: Class 32 contains 43677 members 
Mstep: Class 33 contains 52075 members 
Mstep: Class 34 contains 45421 members 
Mstep: Class 35 contains 46232 members 
Mstep: Class 36 contains 49619 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412176.000000 Penalty: 127827.164062
Iteration 321Q: 38 clusters Score -1.964122e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 48467 members 
Mstep: Class 3 contains 23158 members 
Mstep: Class 4 contains 49094 members 
Mstep: Class 5 contains 55427 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 24026 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41122 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 51195 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42433 members 
Mstep: Class 17 contains 57582 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 50414 members 
Mstep: Class 20 contains 49433 members 
Mstep: Class 21 contains 44027 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44186 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48028 members 
Mstep: Class 29 contains 50484 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 45008 members 
Mstep: Class 32 contains 43650 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45416 members 
Mstep: Class 35 contains 46226 members 
Mstep: Class 36 contains 49609 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412112.000000 Penalty: 127827.164062
Iteration 322Q: 38 clusters Score -1.964121e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 48464 members 
Mstep: Class 3 contains 23155 members 
Mstep: Class 4 contains 49094 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 24022 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41122 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 51198 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42431 members 
Mstep: Class 17 contains 57607 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 50439 members 
Mstep: Class 20 contains 49436 members 
Mstep: Class 21 contains 44034 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44170 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48034 members 
Mstep: Class 29 contains 50478 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44995 members 
Mstep: Class 32 contains 43646 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45413 members 
Mstep: Class 35 contains 46216 members 
Mstep: Class 36 contains 49588 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412304.000000 Penalty: 127827.164062
Iteration 323Q: 38 clusters Score -1.964123e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 48472 members 
Mstep: Class 3 contains 23154 members 
Mstep: Class 4 contains 49093 members 
Mstep: Class 5 contains 55439 members 
Mstep: Class 6 contains 27531 members 
Mstep: Class 7 contains 24023 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41122 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51193 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42433 members 
Mstep: Class 17 contains 57622 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 50453 members 
Mstep: Class 20 contains 49425 members 
Mstep: Class 21 contains 44029 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44174 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14405 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48039 members 
Mstep: Class 29 contains 50477 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44980 members 
Mstep: Class 32 contains 43634 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45416 members 
Mstep: Class 35 contains 46217 members 
Mstep: Class 36 contains 49582 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412320.000000 Penalty: 127827.164062
Iteration 324Q: 38 clusters Score -1.964123e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 48477 members 
Mstep: Class 3 contains 23153 members 
Mstep: Class 4 contains 49094 members 
Mstep: Class 5 contains 55439 members 
Mstep: Class 6 contains 27538 members 
Mstep: Class 7 contains 24020 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41115 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 51197 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 42435 members 
Mstep: Class 17 contains 57652 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50450 members 
Mstep: Class 20 contains 49440 members 
Mstep: Class 21 contains 44029 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44173 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48034 members 
Mstep: Class 29 contains 50482 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44960 members 
Mstep: Class 32 contains 43614 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45412 members 
Mstep: Class 35 contains 46212 members 
Mstep: Class 36 contains 49576 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412160.000000 Penalty: 127827.164062
Iteration 325Q: 38 clusters Score -1.964122e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 48482 members 
Mstep: Class 3 contains 23151 members 
Mstep: Class 4 contains 49095 members 
Mstep: Class 5 contains 55440 members 
Mstep: Class 6 contains 27539 members 
Mstep: Class 7 contains 24016 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 51196 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17147 members 
Mstep: Class 16 contains 42430 members 
Mstep: Class 17 contains 57671 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 50442 members 
Mstep: Class 20 contains 49438 members 
Mstep: Class 21 contains 44030 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44179 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48037 members 
Mstep: Class 29 contains 50490 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44950 members 
Mstep: Class 32 contains 43615 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45421 members 
Mstep: Class 35 contains 46210 members 
Mstep: Class 36 contains 49567 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412320.000000 Penalty: 127827.164062
Iteration 326Q: 38 clusters Score -1.964123e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 48484 members 
Mstep: Class 3 contains 23148 members 
Mstep: Class 4 contains 49095 members 
Mstep: Class 5 contains 55440 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 24015 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41117 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 51200 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17145 members 
Mstep: Class 16 contains 42424 members 
Mstep: Class 17 contains 57702 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 50456 members 
Mstep: Class 20 contains 49434 members 
Mstep: Class 21 contains 44041 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44181 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14398 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48039 members 
Mstep: Class 29 contains 50486 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44935 members 
Mstep: Class 32 contains 43606 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45419 members 
Mstep: Class 35 contains 46203 members 
Mstep: Class 36 contains 49552 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412112.000000 Penalty: 127827.164062
Iteration 327Q: 38 clusters Score -1.964121e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 48494 members 
Mstep: Class 3 contains 23135 members 
Mstep: Class 4 contains 49094 members 
Mstep: Class 5 contains 55438 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 24012 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51202 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42423 members 
Mstep: Class 17 contains 57721 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 50456 members 
Mstep: Class 20 contains 49430 members 
Mstep: Class 21 contains 44031 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44179 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14398 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48043 members 
Mstep: Class 29 contains 50493 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44931 members 
Mstep: Class 32 contains 43598 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45430 members 
Mstep: Class 35 contains 46185 members 
Mstep: Class 36 contains 49553 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412048.000000 Penalty: 127827.164062
Iteration 328Q: 38 clusters Score -1.96412e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 48502 members 
Mstep: Class 3 contains 23127 members 
Mstep: Class 4 contains 49094 members 
Mstep: Class 5 contains 55436 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 24007 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51204 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 17143 members 
Mstep: Class 16 contains 42421 members 
Mstep: Class 17 contains 57737 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 50448 members 
Mstep: Class 20 contains 49421 members 
Mstep: Class 21 contains 44037 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44173 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48047 members 
Mstep: Class 29 contains 50495 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44922 members 
Mstep: Class 32 contains 43590 members 
Mstep: Class 33 contains 52090 members 
Mstep: Class 34 contains 45442 members 
Mstep: Class 35 contains 46178 members 
Mstep: Class 36 contains 49564 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412240.000000 Penalty: 127827.164062
Iteration 329Q: 38 clusters Score -1.964122e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 48516 members 
Mstep: Class 3 contains 23121 members 
Mstep: Class 4 contains 49093 members 
Mstep: Class 5 contains 55432 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 24004 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 41122 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51218 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42420 members 
Mstep: Class 17 contains 57749 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 50453 members 
Mstep: Class 20 contains 49428 members 
Mstep: Class 21 contains 44036 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44166 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14391 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48050 members 
Mstep: Class 29 contains 50494 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44911 members 
Mstep: Class 32 contains 43591 members 
Mstep: Class 33 contains 52092 members 
Mstep: Class 34 contains 45443 members 
Mstep: Class 35 contains 46156 members 
Mstep: Class 36 contains 49563 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412192.000000 Penalty: 127827.164062
Iteration 330Q: 38 clusters Score -1.964122e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 48527 members 
Mstep: Class 3 contains 23112 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55427 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 24004 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 41126 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 17145 members 
Mstep: Class 16 contains 42418 members 
Mstep: Class 17 contains 57767 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 50443 members 
Mstep: Class 20 contains 49435 members 
Mstep: Class 21 contains 44037 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44161 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14390 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48054 members 
Mstep: Class 29 contains 50494 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44900 members 
Mstep: Class 32 contains 43588 members 
Mstep: Class 33 contains 52096 members 
Mstep: Class 34 contains 45454 members 
Mstep: Class 35 contains 46135 members 
Mstep: Class 36 contains 49558 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 331Q: 38 clusters Score -1.964121e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 48541 members 
Mstep: Class 3 contains 23107 members 
Mstep: Class 4 contains 49093 members 
Mstep: Class 5 contains 55427 members 
Mstep: Class 6 contains 27537 members 
Mstep: Class 7 contains 24002 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 41130 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51228 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17145 members 
Mstep: Class 16 contains 42417 members 
Mstep: Class 17 contains 57771 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 50428 members 
Mstep: Class 20 contains 49431 members 
Mstep: Class 21 contains 44036 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44158 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14387 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48057 members 
Mstep: Class 29 contains 50493 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44886 members 
Mstep: Class 32 contains 43600 members 
Mstep: Class 33 contains 52098 members 
Mstep: Class 34 contains 45455 members 
Mstep: Class 35 contains 46129 members 
Mstep: Class 36 contains 49563 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412144.000000 Penalty: 127827.164062
Iteration 332Q: 38 clusters Score -1.964121e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 48544 members 
Mstep: Class 3 contains 23103 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 24002 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 41125 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51225 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42416 members 
Mstep: Class 17 contains 57785 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 50428 members 
Mstep: Class 20 contains 49425 members 
Mstep: Class 21 contains 44040 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44152 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14386 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48054 members 
Mstep: Class 29 contains 50497 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44869 members 
Mstep: Class 32 contains 43612 members 
Mstep: Class 33 contains 52102 members 
Mstep: Class 34 contains 45450 members 
Mstep: Class 35 contains 46118 members 
Mstep: Class 36 contains 49569 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412384.000000 Penalty: 127827.164062
Iteration 333Q: 38 clusters Score -1.964124e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 48550 members 
Mstep: Class 3 contains 23099 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 24000 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 41122 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51221 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 57795 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 50425 members 
Mstep: Class 20 contains 49414 members 
Mstep: Class 21 contains 44054 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44157 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14386 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48056 members 
Mstep: Class 29 contains 50501 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44858 members 
Mstep: Class 32 contains 43626 members 
Mstep: Class 33 contains 52102 members 
Mstep: Class 34 contains 45436 members 
Mstep: Class 35 contains 46107 members 
Mstep: Class 36 contains 49573 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412336.000000 Penalty: 127827.164062
Iteration 334Q: 38 clusters Score -1.964123e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 48551 members 
Mstep: Class 3 contains 23096 members 
Mstep: Class 4 contains 49093 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23997 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51209 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 57806 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 50429 members 
Mstep: Class 20 contains 49403 members 
Mstep: Class 21 contains 44067 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44163 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 14385 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48058 members 
Mstep: Class 29 contains 50507 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44847 members 
Mstep: Class 32 contains 43654 members 
Mstep: Class 33 contains 52103 members 
Mstep: Class 34 contains 45423 members 
Mstep: Class 35 contains 46090 members 
Mstep: Class 36 contains 49567 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412368.000000 Penalty: 127827.164062
Iteration 335Q: 38 clusters Score -1.964124e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 48562 members 
Mstep: Class 3 contains 23092 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55427 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23995 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 41122 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51193 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17143 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 57815 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 50439 members 
Mstep: Class 20 contains 49376 members 
Mstep: Class 21 contains 44073 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44166 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14388 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48058 members 
Mstep: Class 29 contains 50523 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44833 members 
Mstep: Class 32 contains 43683 members 
Mstep: Class 33 contains 52103 members 
Mstep: Class 34 contains 45410 members 
Mstep: Class 35 contains 46081 members 
Mstep: Class 36 contains 49566 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412128.000000 Penalty: 127827.164062
Iteration 336Q: 38 clusters Score -1.964121e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 48571 members 
Mstep: Class 3 contains 23090 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23994 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41124 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51189 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17141 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 57827 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50431 members 
Mstep: Class 20 contains 49351 members 
Mstep: Class 21 contains 44079 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44161 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14388 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48061 members 
Mstep: Class 29 contains 50522 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44831 members 
Mstep: Class 32 contains 43705 members 
Mstep: Class 33 contains 52100 members 
Mstep: Class 34 contains 45404 members 
Mstep: Class 35 contains 46075 members 
Mstep: Class 36 contains 49571 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412560.000000 Penalty: 127827.164062
Iteration 337Q: 38 clusters Score -1.964126e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 48581 members 
Mstep: Class 3 contains 23086 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 55442 members 
Mstep: Class 6 contains 27541 members 
Mstep: Class 7 contains 23992 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41123 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 51185 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17139 members 
Mstep: Class 16 contains 42406 members 
Mstep: Class 17 contains 57832 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 50426 members 
Mstep: Class 20 contains 49328 members 
Mstep: Class 21 contains 44092 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44153 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 14388 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48064 members 
Mstep: Class 29 contains 50522 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44822 members 
Mstep: Class 32 contains 43736 members 
Mstep: Class 33 contains 52095 members 
Mstep: Class 34 contains 45400 members 
Mstep: Class 35 contains 46062 members 
Mstep: Class 36 contains 49584 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412656.000000 Penalty: 127827.164062
Iteration 338Q: 38 clusters Score -1.964127e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 48591 members 
Mstep: Class 3 contains 23080 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 55439 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23988 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41125 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 51188 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17139 members 
Mstep: Class 16 contains 42405 members 
Mstep: Class 17 contains 57841 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50427 members 
Mstep: Class 20 contains 49306 members 
Mstep: Class 21 contains 44101 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44148 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 14389 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48073 members 
Mstep: Class 29 contains 50510 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44810 members 
Mstep: Class 32 contains 43764 members 
Mstep: Class 33 contains 52093 members 
Mstep: Class 34 contains 45397 members 
Mstep: Class 35 contains 46053 members 
Mstep: Class 36 contains 49591 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412608.000000 Penalty: 127827.164062
Iteration 339Q: 38 clusters Score -1.964126e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 48605 members 
Mstep: Class 3 contains 23079 members 
Mstep: Class 4 contains 49089 members 
Mstep: Class 5 contains 55438 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 23985 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41124 members 
Mstep: Class 10 contains 16059 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 51177 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17138 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 57856 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50431 members 
Mstep: Class 20 contains 49301 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44145 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 14395 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48081 members 
Mstep: Class 29 contains 50504 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44800 members 
Mstep: Class 32 contains 43775 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45393 members 
Mstep: Class 35 contains 46039 members 
Mstep: Class 36 contains 49593 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412384.000000 Penalty: 127827.164062
Iteration 340F: 38 clusters Score -1.964124e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 48612 members 
Mstep: Class 3 contains 23076 members 
Mstep: Class 4 contains 49086 members 
Mstep: Class 5 contains 55437 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23977 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41123 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 51159 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17137 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 57870 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50430 members 
Mstep: Class 20 contains 49296 members 
Mstep: Class 21 contains 44121 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44144 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 14391 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48080 members 
Mstep: Class 29 contains 50510 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44796 members 
Mstep: Class 32 contains 43788 members 
Mstep: Class 33 contains 52088 members 
Mstep: Class 34 contains 45389 members 
Mstep: Class 35 contains 46040 members 
Mstep: Class 36 contains 49589 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412416.000000 Penalty: 127827.164062
Iteration 341Q: 38 clusters Score -1.964124e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 23069 members 
Mstep: Class 4 contains 49082 members 
Mstep: Class 5 contains 55436 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23972 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41124 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 51154 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 57868 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50428 members 
Mstep: Class 20 contains 49287 members 
Mstep: Class 21 contains 44136 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44133 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 14393 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48081 members 
Mstep: Class 29 contains 50516 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44788 members 
Mstep: Class 32 contains 43813 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45388 members 
Mstep: Class 35 contains 46038 members 
Mstep: Class 36 contains 49582 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412384.000000 Penalty: 127827.164062
Iteration 342Q: 38 clusters Score -1.964124e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 48630 members 
Mstep: Class 3 contains 23064 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23970 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41123 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17131 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 57889 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50426 members 
Mstep: Class 20 contains 49270 members 
Mstep: Class 21 contains 44144 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44133 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 14393 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48084 members 
Mstep: Class 29 contains 50518 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44788 members 
Mstep: Class 32 contains 43819 members 
Mstep: Class 33 contains 52084 members 
Mstep: Class 34 contains 45386 members 
Mstep: Class 35 contains 46031 members 
Mstep: Class 36 contains 49579 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412432.000000 Penalty: 127827.164062
Iteration 343Q: 38 clusters Score -1.964124e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 48635 members 
Mstep: Class 3 contains 23061 members 
Mstep: Class 4 contains 49077 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27540 members 
Mstep: Class 7 contains 23969 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 51148 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 42410 members 
Mstep: Class 17 contains 57910 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50430 members 
Mstep: Class 20 contains 49258 members 
Mstep: Class 21 contains 44150 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44129 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 14392 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48090 members 
Mstep: Class 29 contains 50517 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44784 members 
Mstep: Class 32 contains 43824 members 
Mstep: Class 33 contains 52084 members 
Mstep: Class 34 contains 45381 members 
Mstep: Class 35 contains 46025 members 
Mstep: Class 36 contains 49579 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412544.000000 Penalty: 127827.164062
Iteration 344Q: 38 clusters Score -1.964125e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 48631 members 
Mstep: Class 3 contains 23057 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55438 members 
Mstep: Class 6 contains 27538 members 
Mstep: Class 7 contains 23968 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41116 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 51142 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42411 members 
Mstep: Class 17 contains 57936 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 50421 members 
Mstep: Class 20 contains 49255 members 
Mstep: Class 21 contains 44156 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44121 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 14394 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48091 members 
Mstep: Class 29 contains 50516 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44782 members 
Mstep: Class 32 contains 43836 members 
Mstep: Class 33 contains 52083 members 
Mstep: Class 34 contains 45383 members 
Mstep: Class 35 contains 46016 members 
Mstep: Class 36 contains 49578 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412448.000000 Penalty: 127827.164062
Iteration 345Q: 38 clusters Score -1.964124e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 23053 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23968 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41117 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 51134 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 57957 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50423 members 
Mstep: Class 20 contains 49241 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44116 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 14392 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48080 members 
Mstep: Class 29 contains 50516 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44777 members 
Mstep: Class 32 contains 43851 members 
Mstep: Class 33 contains 52084 members 
Mstep: Class 34 contains 45380 members 
Mstep: Class 35 contains 46013 members 
Mstep: Class 36 contains 49582 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412640.000000 Penalty: 127827.164062
Iteration 346Q: 38 clusters Score -1.964126e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 48639 members 
Mstep: Class 3 contains 23046 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55430 members 
Mstep: Class 6 contains 27533 members 
Mstep: Class 7 contains 23966 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41114 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51130 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 57971 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50427 members 
Mstep: Class 20 contains 49239 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44115 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 14394 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48083 members 
Mstep: Class 29 contains 50517 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44776 members 
Mstep: Class 32 contains 43862 members 
Mstep: Class 33 contains 52080 members 
Mstep: Class 34 contains 45384 members 
Mstep: Class 35 contains 46003 members 
Mstep: Class 36 contains 49576 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412624.000000 Penalty: 127827.164062
Iteration 347Q: 38 clusters Score -1.964126e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48642 members 
Mstep: Class 3 contains 23044 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55431 members 
Mstep: Class 6 contains 27534 members 
Mstep: Class 7 contains 23967 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41113 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51120 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 57995 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 50431 members 
Mstep: Class 20 contains 49228 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44114 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 14394 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48086 members 
Mstep: Class 29 contains 50517 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44769 members 
Mstep: Class 32 contains 43858 members 
Mstep: Class 33 contains 52081 members 
Mstep: Class 34 contains 45388 members 
Mstep: Class 35 contains 46002 members 
Mstep: Class 36 contains 49575 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412544.000000 Penalty: 127827.164062
Iteration 348Q: 38 clusters Score -1.964125e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 48643 members 
Mstep: Class 3 contains 23044 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55433 members 
Mstep: Class 6 contains 27532 members 
Mstep: Class 7 contains 23967 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51114 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 58008 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 50426 members 
Mstep: Class 20 contains 49231 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44110 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 14395 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48089 members 
Mstep: Class 29 contains 50517 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44764 members 
Mstep: Class 32 contains 43870 members 
Mstep: Class 33 contains 52078 members 
Mstep: Class 34 contains 45391 members 
Mstep: Class 35 contains 45996 members 
Mstep: Class 36 contains 49575 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412608.000000 Penalty: 127827.164062
Iteration 349Q: 38 clusters Score -1.964126e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 48641 members 
Mstep: Class 3 contains 23041 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55435 members 
Mstep: Class 6 contains 27532 members 
Mstep: Class 7 contains 23965 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41110 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51104 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42411 members 
Mstep: Class 17 contains 58025 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 50421 members 
Mstep: Class 20 contains 49222 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44106 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 14398 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48090 members 
Mstep: Class 29 contains 50525 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44757 members 
Mstep: Class 32 contains 43887 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45388 members 
Mstep: Class 35 contains 45985 members 
Mstep: Class 36 contains 49588 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412624.000000 Penalty: 127827.164062
Iteration 350Q: 38 clusters Score -1.964126e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 48637 members 
Mstep: Class 3 contains 23035 members 
Mstep: Class 4 contains 49076 members 
Mstep: Class 5 contains 55428 members 
Mstep: Class 6 contains 27533 members 
Mstep: Class 7 contains 23966 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41111 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51091 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 42410 members 
Mstep: Class 17 contains 58039 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 50421 members 
Mstep: Class 20 contains 49227 members 
Mstep: Class 21 contains 44170 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44109 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48092 members 
Mstep: Class 29 contains 50530 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44749 members 
Mstep: Class 32 contains 43901 members 
Mstep: Class 33 contains 52078 members 
Mstep: Class 34 contains 45389 members 
Mstep: Class 35 contains 45975 members 
Mstep: Class 36 contains 49583 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412496.000000 Penalty: 127827.164062
Iteration 351Q: 38 clusters Score -1.964125e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 48633 members 
Mstep: Class 3 contains 23030 members 
Mstep: Class 4 contains 49076 members 
Mstep: Class 5 contains 55419 members 
Mstep: Class 6 contains 27533 members 
Mstep: Class 7 contains 23966 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41109 members 
Mstep: Class 10 contains 16060 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51080 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 42410 members 
Mstep: Class 17 contains 58046 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 50421 members 
Mstep: Class 20 contains 49236 members 
Mstep: Class 21 contains 44179 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44103 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 14406 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48096 members 
Mstep: Class 29 contains 50534 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44736 members 
Mstep: Class 32 contains 43929 members 
Mstep: Class 33 contains 52075 members 
Mstep: Class 34 contains 45393 members 
Mstep: Class 35 contains 45959 members 
Mstep: Class 36 contains 49579 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412432.000000 Penalty: 127827.164062
Iteration 352Q: 38 clusters Score -1.964124e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48631 members 
Mstep: Class 3 contains 23026 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55417 members 
Mstep: Class 6 contains 27531 members 
Mstep: Class 7 contains 23965 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16060 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51075 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42410 members 
Mstep: Class 17 contains 58048 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 50424 members 
Mstep: Class 20 contains 49236 members 
Mstep: Class 21 contains 44190 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44105 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 14407 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48098 members 
Mstep: Class 29 contains 50536 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44725 members 
Mstep: Class 32 contains 43957 members 
Mstep: Class 33 contains 52071 members 
Mstep: Class 34 contains 45396 members 
Mstep: Class 35 contains 45944 members 
Mstep: Class 36 contains 49570 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412608.000000 Penalty: 127827.164062
Iteration 353Q: 38 clusters Score -1.964126e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 23024 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55418 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23963 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51074 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17136 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 58061 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 50422 members 
Mstep: Class 20 contains 49231 members 
Mstep: Class 21 contains 44198 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44100 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48103 members 
Mstep: Class 29 contains 50538 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44708 members 
Mstep: Class 32 contains 43986 members 
Mstep: Class 33 contains 52068 members 
Mstep: Class 34 contains 45397 members 
Mstep: Class 35 contains 45930 members 
Mstep: Class 36 contains 49565 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412672.000000 Penalty: 127827.164062
Iteration 354Q: 38 clusters Score -1.964127e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48621 members 
Mstep: Class 3 contains 23023 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55421 members 
Mstep: Class 6 contains 27526 members 
Mstep: Class 7 contains 23962 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51065 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17136 members 
Mstep: Class 16 contains 42405 members 
Mstep: Class 17 contains 58066 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 50430 members 
Mstep: Class 20 contains 49226 members 
Mstep: Class 21 contains 44208 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44094 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48107 members 
Mstep: Class 29 contains 50541 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44696 members 
Mstep: Class 32 contains 44014 members 
Mstep: Class 33 contains 52063 members 
Mstep: Class 34 contains 45403 members 
Mstep: Class 35 contains 45923 members 
Mstep: Class 36 contains 49554 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412768.000000 Penalty: 127827.164062
Iteration 355Q: 38 clusters Score -1.964128e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 48622 members 
Mstep: Class 3 contains 23020 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23962 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41106 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51058 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 42404 members 
Mstep: Class 17 contains 58077 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 50427 members 
Mstep: Class 20 contains 49216 members 
Mstep: Class 21 contains 44216 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44088 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48112 members 
Mstep: Class 29 contains 50548 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44694 members 
Mstep: Class 32 contains 44025 members 
Mstep: Class 33 contains 52066 members 
Mstep: Class 34 contains 45406 members 
Mstep: Class 35 contains 45919 members 
Mstep: Class 36 contains 49544 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412656.000000 Penalty: 127827.164062
Iteration 356Q: 38 clusters Score -1.964127e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 48624 members 
Mstep: Class 3 contains 23015 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27525 members 
Mstep: Class 7 contains 23958 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41102 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51041 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42405 members 
Mstep: Class 17 contains 58090 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 50427 members 
Mstep: Class 20 contains 49205 members 
Mstep: Class 21 contains 44227 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44084 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48115 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44689 members 
Mstep: Class 32 contains 44037 members 
Mstep: Class 33 contains 52071 members 
Mstep: Class 34 contains 45402 members 
Mstep: Class 35 contains 45922 members 
Mstep: Class 36 contains 49549 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412528.000000 Penalty: 127827.164062
Iteration 357Q: 38 clusters Score -1.964125e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 48630 members 
Mstep: Class 3 contains 23011 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 55419 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23956 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41103 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51032 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42404 members 
Mstep: Class 17 contains 58093 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 50421 members 
Mstep: Class 20 contains 49194 members 
Mstep: Class 21 contains 44239 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44083 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48123 members 
Mstep: Class 29 contains 50562 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44682 members 
Mstep: Class 32 contains 44058 members 
Mstep: Class 33 contains 52069 members 
Mstep: Class 34 contains 45407 members 
Mstep: Class 35 contains 45917 members 
Mstep: Class 36 contains 49545 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412576.000000 Penalty: 127827.164062
Iteration 358Q: 38 clusters Score -1.964126e+08 nChanged 187
Entering ConstructFrom: 
Score: -196412576.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (49398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Entering Unmasked Estep 
Score: -8827792.000000 Penalty: 2680.300781
	Iteration 0F: 2 clusters Score -8827792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -8797381.000000 Penalty: 5360.601562
	Iteration 0F: 3 clusters Score -8797381 nChanged 22845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -8810330.000000 Penalty: 5360.601562
	Iteration 1F: 3 clusters Score -8810330 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -8810987.000000 Penalty: 5360.601562
	Iteration 2Q: 3 clusters Score -8810987 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8811632.000000 Penalty: 5360.601562
	Iteration 3Q: 3 clusters Score -8811632 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -8812475.000000 Penalty: 5360.601562
	Iteration 4Q: 3 clusters Score -8812475 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -8813438.000000 Penalty: 5360.601562
	Iteration 5Q: 3 clusters Score -8813438 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -8814736.000000 Penalty: 5360.601562
	Iteration 6Q: 3 clusters Score -8814736 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8816285.000000 Penalty: 5360.601562
	Iteration 7F: 3 clusters Score -8816285 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -8817963.000000 Penalty: 5360.601562
	Iteration 8F: 3 clusters Score -8817963 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -8819436.000000 Penalty: 5360.601562
	Iteration 9F: 3 clusters Score -8819436 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8820413.000000 Penalty: 5360.601562
	Iteration 10Q: 3 clusters Score -8820413 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -8820883.000000 Penalty: 5360.601562
	Iteration 11Q: 3 clusters Score -8820883 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -8821075.000000 Penalty: 5360.601562
	Iteration 12Q: 3 clusters Score -8821075 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -8821206.000000 Penalty: 5360.601562
	Iteration 13Q: 3 clusters Score -8821206 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -8821328.000000 Penalty: 5360.601562
	Iteration 14Q: 3 clusters Score -8821328 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -8821415.000000 Penalty: 5360.601562
	Iteration 15Q: 3 clusters Score -8821415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -8821461.000000 Penalty: 5360.601562
	Iteration 16Q: 3 clusters Score -8821461 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -8821554.000000 Penalty: 5360.601562
	Iteration 17Q: 3 clusters Score -8821554 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -8821658.000000 Penalty: 5360.601562
	Iteration 18Q: 3 clusters Score -8821658 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -8821739.000000 Penalty: 5360.601562
	Iteration 19Q: 3 clusters Score -8821739 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -8821856.000000 Penalty: 5360.601562
	Iteration 20F: 3 clusters Score -8821856 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -8822005.000000 Penalty: 5360.601562
	Iteration 21Q: 3 clusters Score -8822005 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -8822212.000000 Penalty: 5360.601562
	Iteration 22Q: 3 clusters Score -8822212 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -8822333.000000 Penalty: 5360.601562
	Iteration 23Q: 3 clusters Score -8822333 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -8822466.000000 Penalty: 5360.601562
	Iteration 24Q: 3 clusters Score -8822466 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -8822598.000000 Penalty: 5360.601562
	Iteration 25Q: 3 clusters Score -8822598 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -8822766.000000 Penalty: 5360.601562
	Iteration 26Q: 3 clusters Score -8822766 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -8822919.000000 Penalty: 5360.601562
	Iteration 27Q: 3 clusters Score -8822919 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -8823098.000000 Penalty: 5360.601562
	Iteration 28Q: 3 clusters Score -8823098 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -8823273.000000 Penalty: 5360.601562
	Iteration 29Q: 3 clusters Score -8823273 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -8823445.000000 Penalty: 5360.601562
	Iteration 30Q: 3 clusters Score -8823445 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -8823698.000000 Penalty: 5360.601562
	Iteration 31Q: 3 clusters Score -8823698 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -8823908.000000 Penalty: 5360.601562
	Iteration 32Q: 3 clusters Score -8823908 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -8824154.000000 Penalty: 5360.601562
	Iteration 33Q: 3 clusters Score -8824154 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -8824467.000000 Penalty: 5360.601562
	Iteration 34Q: 3 clusters Score -8824467 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -8824714.000000 Penalty: 5360.601562
	Iteration 35Q: 3 clusters Score -8824714 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -8824925.000000 Penalty: 5360.601562
	Iteration 36Q: 3 clusters Score -8824925 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8825069.000000 Penalty: 5360.601562
	Iteration 37Q: 3 clusters Score -8825069 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8825203.000000 Penalty: 5360.601562
	Iteration 38Q: 3 clusters Score -8825203 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -8825323.000000 Penalty: 5360.601562
	Iteration 39Q: 3 clusters Score -8825323 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8825431.000000 Penalty: 5360.601562
	Iteration 40F: 3 clusters Score -8825431 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -8825492.000000 Penalty: 5360.601562
	Iteration 41Q: 3 clusters Score -8825492 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -8825574.000000 Penalty: 5360.601562
	Iteration 42Q: 3 clusters Score -8825574 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -8825591.000000 Penalty: 5360.601562
	Iteration 43Q: 3 clusters Score -8825591 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -8825598.000000 Penalty: 5360.601562
	Iteration 44Q: 3 clusters Score -8825598 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8825656.000000 Penalty: 5360.601562
	Iteration 45Q: 3 clusters Score -8825656 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8825693.000000 Penalty: 5360.601562
	Iteration 46Q: 3 clusters Score -8825693 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8825717.000000 Penalty: 5360.601562
	Iteration 47Q: 3 clusters Score -8825717 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8825707.000000 Penalty: 5360.601562
	Iteration 48Q: 3 clusters Score -8825707 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8825728.000000 Penalty: 5360.601562
	Iteration 49Q: 3 clusters Score -8825728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8825731.000000 Penalty: 5360.601562
	Iteration 50Q: 3 clusters Score -8825731 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8825732.000000 Penalty: 5360.601562
	Iteration 51Q: 3 clusters Score -8825732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8825726.000000 Penalty: 5360.601562
	Iteration 52Q: 3 clusters Score -8825726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8825744.000000 Penalty: 5360.601562
	Iteration 53Q: 3 clusters Score -8825744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8825739.000000 Penalty: 5360.601562
	Iteration 54Q: 3 clusters Score -8825739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8825740.000000 Penalty: 5360.601562
	Iteration 55Q: 3 clusters Score -8825740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8825726.000000 Penalty: 5360.601562
	Iteration 56Q: 3 clusters Score -8825726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8825745.000000 Penalty: 5360.601562
	Iteration 57Q: 3 clusters Score -8825745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8825753.000000 Penalty: 5360.601562
	Iteration 58Q: 3 clusters Score -8825753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8825745.000000 Penalty: 5360.601562
	Iteration 59Q: 3 clusters Score -8825745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8825758.000000 Penalty: 5360.601562
	Iteration 60F: 3 clusters Score -8825758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8825761.000000 Penalty: 5360.601562
	Iteration 61Q: 3 clusters Score -8825761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8825755.000000 Penalty: 5360.601562
	Iteration 62Q: 3 clusters Score -8825755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8825757.000000 Penalty: 5360.601562
	Iteration 63Q: 3 clusters Score -8825757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8825766.000000 Penalty: 5360.601562
	Iteration 64Q: 3 clusters Score -8825766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8825765.000000 Penalty: 5360.601562
	Iteration 65Q: 3 clusters Score -8825765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8825785.000000 Penalty: 5360.601562
	Iteration 66Q: 3 clusters Score -8825785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8825777.000000 Penalty: 5360.601562
	Iteration 67Q: 3 clusters Score -8825777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8825777.000000 Penalty: 5360.601562
	Iteration 68Q: 3 clusters Score -8825777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8825768.000000 Penalty: 5360.601562
	Iteration 69Q: 3 clusters Score -8825768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8825776.000000 Penalty: 5360.601562
	Iteration 70Q: 3 clusters Score -8825776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8825760.000000 Penalty: 5360.601562
	Iteration 71Q: 3 clusters Score -8825760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8825775.000000 Penalty: 5360.601562
	Iteration 72Q: 3 clusters Score -8825775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8825778.000000 Penalty: 5360.601562
	Iteration 73Q: 3 clusters Score -8825778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8825787.000000 Penalty: 5360.601562
	Iteration 74Q: 3 clusters Score -8825787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8825795.000000 Penalty: 5360.601562
	Iteration 75Q: 3 clusters Score -8825795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8825790.000000 Penalty: 5360.601562
	Iteration 76Q: 3 clusters Score -8825790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8825793.000000 Penalty: 5360.601562
	Iteration 77Q: 3 clusters Score -8825793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8825801.000000 Penalty: 5360.601562
	Iteration 78Q: 3 clusters Score -8825801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8825809.000000 Penalty: 5360.601562
	Iteration 79Q: 3 clusters Score -8825809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8825794.000000 Penalty: 5360.601562
	Iteration 80F: 3 clusters Score -8825794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8825803.000000 Penalty: 5360.601562
	Iteration 81Q: 3 clusters Score -8825803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8825801.000000 Penalty: 5360.601562
	Iteration 82Q: 3 clusters Score -8825801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8825800.000000 Penalty: 5360.601562
	Iteration 83Q: 3 clusters Score -8825800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8825799.000000 Penalty: 5360.601562
	Iteration 84Q: 3 clusters Score -8825799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8825804.000000 Penalty: 5360.601562
	Iteration 85Q: 3 clusters Score -8825804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8825795.000000 Penalty: 5360.601562
	Iteration 86Q: 3 clusters Score -8825795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8825805.000000 Penalty: 5360.601562
	Iteration 87Q: 3 clusters Score -8825805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8825804.000000 Penalty: 5360.601562
	Iteration 88Q: 3 clusters Score -8825804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8825806.000000 Penalty: 5360.601562
	Iteration 89Q: 3 clusters Score -8825806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8825802.000000 Penalty: 5360.601562
	Iteration 90Q: 3 clusters Score -8825802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8825800.000000 Penalty: 5360.601562
	Iteration 91Q: 3 clusters Score -8825800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8825802.000000 Penalty: 5360.601562
	Iteration 92Q: 3 clusters Score -8825802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8825802.000000 Penalty: 5360.601562
	Iteration 93F: 3 clusters Score -8825802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Entering Unmasked Estep 
Score: -8659853.000000 Penalty: 2676.435303
	Iteration 0F: 2 clusters Score -8659853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -8629465.000000 Penalty: 5352.870605
	Iteration 0F: 3 clusters Score -8629465 nChanged 22419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8641807.000000 Penalty: 5352.870605
	Iteration 1F: 3 clusters Score -8641807 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -8642769.000000 Penalty: 5352.870605
	Iteration 2Q: 3 clusters Score -8642769 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -8644047.000000 Penalty: 5352.870605
	Iteration 3F: 3 clusters Score -8644047 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -8646083.000000 Penalty: 5352.870605
	Iteration 4F: 3 clusters Score -8646083 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -8649049.000000 Penalty: 5352.870605
	Iteration 5F: 3 clusters Score -8649049 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -8652515.000000 Penalty: 5352.870605
	Iteration 6F: 3 clusters Score -8652515 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8655226.000000 Penalty: 5352.870605
	Iteration 7F: 3 clusters Score -8655226 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8656627.000000 Penalty: 5352.870605
	Iteration 8Q: 3 clusters Score -8656627 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8657145.000000 Penalty: 5352.870605
	Iteration 9Q: 3 clusters Score -8657145 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8657383.000000 Penalty: 5352.870605
	Iteration 10Q: 3 clusters Score -8657383 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8657491.000000 Penalty: 5352.870605
	Iteration 11Q: 3 clusters Score -8657491 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8657578.000000 Penalty: 5352.870605
	Iteration 12Q: 3 clusters Score -8657578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8657639.000000 Penalty: 5352.870605
	Iteration 13Q: 3 clusters Score -8657639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8657657.000000 Penalty: 5352.870605
	Iteration 14Q: 3 clusters Score -8657657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8657672.000000 Penalty: 5352.870605
	Iteration 15Q: 3 clusters Score -8657672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8657678.000000 Penalty: 5352.870605
	Iteration 16Q: 3 clusters Score -8657678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8657694.000000 Penalty: 5352.870605
	Iteration 17Q: 3 clusters Score -8657694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8657717.000000 Penalty: 5352.870605
	Iteration 18Q: 3 clusters Score -8657717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8657716.000000 Penalty: 5352.870605
	Iteration 19Q: 3 clusters Score -8657716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8657720.000000 Penalty: 5352.870605
	Iteration 20F: 3 clusters Score -8657720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8657721.000000 Penalty: 5352.870605
	Iteration 21Q: 3 clusters Score -8657721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8657728.000000 Penalty: 5352.870605
	Iteration 22Q: 3 clusters Score -8657728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8657726.000000 Penalty: 5352.870605
	Iteration 23Q: 3 clusters Score -8657726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8657727.000000 Penalty: 5352.870605
	Iteration 24Q: 3 clusters Score -8657727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8657737.000000 Penalty: 5352.870605
	Iteration 25Q: 3 clusters Score -8657737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8657726.000000 Penalty: 5352.870605
	Iteration 26Q: 3 clusters Score -8657726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8657735.000000 Penalty: 5352.870605
	Iteration 27Q: 3 clusters Score -8657735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8657734.000000 Penalty: 5352.870605
	Iteration 28Q: 3 clusters Score -8657734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8657728.000000 Penalty: 5352.870605
	Iteration 29Q: 3 clusters Score -8657728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8657743.000000 Penalty: 5352.870605
	Iteration 30Q: 3 clusters Score -8657743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8657743.000000 Penalty: 5352.870605
	Iteration 31F: 3 clusters Score -8657743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Entering Unmasked Estep 
Score: -4123800.250000 Penalty: 2490.876709
	Iteration 0F: 2 clusters Score -4123800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4107749.750000 Penalty: 4981.753418
	Iteration 0F: 3 clusters Score -4107750 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4113411.250000 Penalty: 4981.753418
	Iteration 1F: 3 clusters Score -4113411 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4113943.750000 Penalty: 4981.753418
	Iteration 2F: 3 clusters Score -4113944 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4114529.000000 Penalty: 4981.753418
	Iteration 3F: 3 clusters Score -4114529 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4115153.750000 Penalty: 4981.753418
	Iteration 4F: 3 clusters Score -4115154 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4115895.000000 Penalty: 4981.753418
	Iteration 5F: 3 clusters Score -4115895 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4116680.000000 Penalty: 4981.753418
	Iteration 6F: 3 clusters Score -4116680 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4117595.500000 Penalty: 4981.753418
	Iteration 7F: 3 clusters Score -4117596 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4118573.250000 Penalty: 4981.753418
	Iteration 8F: 3 clusters Score -4118573 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4119510.750000 Penalty: 4981.753418
	Iteration 9F: 3 clusters Score -4119511 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4120154.250000 Penalty: 4981.753418
	Iteration 10Q: 3 clusters Score -4120154 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -4120475.000000 Penalty: 4981.753418
	Iteration 11Q: 3 clusters Score -4120475 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4120650.000000 Penalty: 4981.753418
	Iteration 12Q: 3 clusters Score -4120650 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4120761.750000 Penalty: 4981.753418
	Iteration 13Q: 3 clusters Score -4120762 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4120835.000000 Penalty: 4981.753418
	Iteration 14Q: 3 clusters Score -4120835 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4120895.250000 Penalty: 4981.753418
	Iteration 15Q: 3 clusters Score -4120895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4120927.750000 Penalty: 4981.753418
	Iteration 16Q: 3 clusters Score -4120928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4120950.250000 Penalty: 4981.753418
	Iteration 17Q: 3 clusters Score -4120950 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4120969.250000 Penalty: 4981.753418
	Iteration 18Q: 3 clusters Score -4120969 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4120992.500000 Penalty: 4981.753418
	Iteration 19Q: 3 clusters Score -4120992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4121009.250000 Penalty: 4981.753418
	Iteration 20F: 3 clusters Score -4121009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4121029.750000 Penalty: 4981.753418
	Iteration 21Q: 3 clusters Score -4121030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4121026.500000 Penalty: 4981.753418
	Iteration 22Q: 3 clusters Score -4121026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4121044.500000 Penalty: 4981.753418
	Iteration 23Q: 3 clusters Score -4121044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4121046.000000 Penalty: 4981.753418
	Iteration 24Q: 3 clusters Score -4121046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4121057.500000 Penalty: 4981.753418
	Iteration 25Q: 3 clusters Score -4121058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4121052.250000 Penalty: 4981.753418
	Iteration 26Q: 3 clusters Score -4121052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4121054.000000 Penalty: 4981.753418
	Iteration 27Q: 3 clusters Score -4121054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4121062.000000 Penalty: 4981.753418
	Iteration 28Q: 3 clusters Score -4121062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4121064.500000 Penalty: 4981.753418
	Iteration 29Q: 3 clusters Score -4121064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4121063.750000 Penalty: 4981.753418
	Iteration 30Q: 3 clusters Score -4121064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4121068.000000 Penalty: 4981.753418
	Iteration 31Q: 3 clusters Score -4121068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4121070.750000 Penalty: 4981.753418
	Iteration 32Q: 3 clusters Score -4121071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4121075.750000 Penalty: 4981.753418
	Iteration 33Q: 3 clusters Score -4121076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4121081.000000 Penalty: 4981.753418
	Iteration 34Q: 3 clusters Score -4121081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4121098.750000 Penalty: 4981.753418
	Iteration 35Q: 3 clusters Score -4121099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4121096.750000 Penalty: 4981.753418
	Iteration 36Q: 3 clusters Score -4121097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4121110.000000 Penalty: 4981.753418
	Iteration 37Q: 3 clusters Score -4121110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -4121112.000000 Penalty: 4981.753418
	Iteration 38Q: 3 clusters Score -4121112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -4121121.000000 Penalty: 4981.753418
	Iteration 39Q: 3 clusters Score -4121121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4121132.500000 Penalty: 4981.753418
	Iteration 40F: 3 clusters Score -4121132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -4121140.250000 Penalty: 4981.753418
	Iteration 41Q: 3 clusters Score -4121140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4121150.500000 Penalty: 4981.753418
	Iteration 42Q: 3 clusters Score -4121150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4121159.250000 Penalty: 4981.753418
	Iteration 43Q: 3 clusters Score -4121159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4121172.000000 Penalty: 4981.753418
	Iteration 44Q: 3 clusters Score -4121172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4121169.000000 Penalty: 4981.753418
	Iteration 45Q: 3 clusters Score -4121169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4121190.250000 Penalty: 4981.753418
	Iteration 46Q: 3 clusters Score -4121190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4121204.500000 Penalty: 4981.753418
	Iteration 47Q: 3 clusters Score -4121204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4121230.250000 Penalty: 4981.753418
	Iteration 48Q: 3 clusters Score -4121230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4121228.000000 Penalty: 4981.753418
	Iteration 49Q: 3 clusters Score -4121228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4121226.000000 Penalty: 4981.753418
	Iteration 50Q: 3 clusters Score -4121226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4121231.250000 Penalty: 4981.753418
	Iteration 51Q: 3 clusters Score -4121231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4121233.750000 Penalty: 4981.753418
	Iteration 52Q: 3 clusters Score -4121234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4121240.000000 Penalty: 4981.753418
	Iteration 53Q: 3 clusters Score -4121240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4121242.250000 Penalty: 4981.753418
	Iteration 54Q: 3 clusters Score -4121242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4121250.000000 Penalty: 4981.753418
	Iteration 55Q: 3 clusters Score -4121250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4121259.000000 Penalty: 4981.753418
	Iteration 56Q: 3 clusters Score -4121259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4121270.500000 Penalty: 4981.753418
	Iteration 57Q: 3 clusters Score -4121270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4121289.750000 Penalty: 4981.753418
	Iteration 58Q: 3 clusters Score -4121290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4121297.250000 Penalty: 4981.753418
	Iteration 59Q: 3 clusters Score -4121297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4121303.000000 Penalty: 4981.753418
	Iteration 60F: 3 clusters Score -4121303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4121314.750000 Penalty: 4981.753418
	Iteration 61Q: 3 clusters Score -4121315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4121331.000000 Penalty: 4981.753418
	Iteration 62Q: 3 clusters Score -4121331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4121333.250000 Penalty: 4981.753418
	Iteration 63Q: 3 clusters Score -4121333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4121332.750000 Penalty: 4981.753418
	Iteration 64Q: 3 clusters Score -4121333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4121341.500000 Penalty: 4981.753418
	Iteration 65Q: 3 clusters Score -4121342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4121352.750000 Penalty: 4981.753418
	Iteration 66Q: 3 clusters Score -4121353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4121369.250000 Penalty: 4981.753418
	Iteration 67Q: 3 clusters Score -4121369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4121372.000000 Penalty: 4981.753418
	Iteration 68Q: 3 clusters Score -4121372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4121382.250000 Penalty: 4981.753418
	Iteration 69Q: 3 clusters Score -4121382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4121390.000000 Penalty: 4981.753418
	Iteration 70Q: 3 clusters Score -4121390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4121393.750000 Penalty: 4981.753418
	Iteration 71Q: 3 clusters Score -4121394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4121418.500000 Penalty: 4981.753418
	Iteration 72Q: 3 clusters Score -4121418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4121423.000000 Penalty: 4981.753418
	Iteration 73Q: 3 clusters Score -4121423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4121439.000000 Penalty: 4981.753418
	Iteration 74Q: 3 clusters Score -4121439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -4121442.000000 Penalty: 4981.753418
	Iteration 75Q: 3 clusters Score -4121442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4121439.000000 Penalty: 4981.753418
	Iteration 76Q: 3 clusters Score -4121439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4121436.750000 Penalty: 4981.753418
	Iteration 77Q: 3 clusters Score -4121437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4121443.750000 Penalty: 4981.753418
	Iteration 78Q: 3 clusters Score -4121444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4121445.500000 Penalty: 4981.753418
	Iteration 79Q: 3 clusters Score -4121446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -4121458.250000 Penalty: 4981.753418
	Iteration 80F: 3 clusters Score -4121458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4121455.500000 Penalty: 4981.753418
	Iteration 81Q: 3 clusters Score -4121456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4121465.750000 Penalty: 4981.753418
	Iteration 82Q: 3 clusters Score -4121466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4121472.000000 Penalty: 4981.753418
	Iteration 83Q: 3 clusters Score -4121472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4121470.250000 Penalty: 4981.753418
	Iteration 84Q: 3 clusters Score -4121470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4121471.250000 Penalty: 4981.753418
	Iteration 85Q: 3 clusters Score -4121471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4121473.250000 Penalty: 4981.753418
	Iteration 86Q: 3 clusters Score -4121473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4121477.000000 Penalty: 4981.753418
	Iteration 87Q: 3 clusters Score -4121477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4121473.500000 Penalty: 4981.753418
	Iteration 88Q: 3 clusters Score -4121474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4121476.750000 Penalty: 4981.753418
	Iteration 89Q: 3 clusters Score -4121477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4121480.250000 Penalty: 4981.753418
	Iteration 90Q: 3 clusters Score -4121480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4121478.500000 Penalty: 4981.753418
	Iteration 91Q: 3 clusters Score -4121478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4121482.500000 Penalty: 4981.753418
	Iteration 92Q: 3 clusters Score -4121482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4121489.500000 Penalty: 4981.753418
	Iteration 93Q: 3 clusters Score -4121490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4121491.750000 Penalty: 4981.753418
	Iteration 94Q: 3 clusters Score -4121492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4121489.750000 Penalty: 4981.753418
	Iteration 95Q: 3 clusters Score -4121490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4121493.750000 Penalty: 4981.753418
	Iteration 96Q: 3 clusters Score -4121494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4121500.000000 Penalty: 4981.753418
	Iteration 97Q: 3 clusters Score -4121500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4121504.500000 Penalty: 4981.753418
	Iteration 98Q: 3 clusters Score -4121504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4121507.250000 Penalty: 4981.753418
	Iteration 99Q: 3 clusters Score -4121507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4121504.250000 Penalty: 4981.753418
	Iteration 100F: 3 clusters Score -4121504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4121516.250000 Penalty: 4981.753418
	Iteration 101Q: 3 clusters Score -4121516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4121508.000000 Penalty: 4981.753418
	Iteration 102Q: 3 clusters Score -4121508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4121510.500000 Penalty: 4981.753418
	Iteration 103Q: 3 clusters Score -4121510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4121508.750000 Penalty: 4981.753418
	Iteration 104Q: 3 clusters Score -4121509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4121503.500000 Penalty: 4981.753418
	Iteration 105Q: 3 clusters Score -4121504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4121507.000000 Penalty: 4981.753418
	Iteration 106Q: 3 clusters Score -4121507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4121509.000000 Penalty: 4981.753418
	Iteration 107Q: 3 clusters Score -4121509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4121516.000000 Penalty: 4981.753418
	Iteration 108Q: 3 clusters Score -4121516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4121518.750000 Penalty: 4981.753418
	Iteration 109Q: 3 clusters Score -4121519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4121520.750000 Penalty: 4981.753418
	Iteration 110Q: 3 clusters Score -4121521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4121524.750000 Penalty: 4981.753418
	Iteration 111Q: 3 clusters Score -4121525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4121524.000000 Penalty: 4981.753418
	Iteration 112Q: 3 clusters Score -4121524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4121526.500000 Penalty: 4981.753418
	Iteration 113Q: 3 clusters Score -4121526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4121523.750000 Penalty: 4981.753418
	Iteration 114Q: 3 clusters Score -4121524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4121524.250000 Penalty: 4981.753418
	Iteration 115Q: 3 clusters Score -4121524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4121527.000000 Penalty: 4981.753418
	Iteration 116Q: 3 clusters Score -4121527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4121524.000000 Penalty: 4981.753418
	Iteration 117Q: 3 clusters Score -4121524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4121522.750000 Penalty: 4981.753418
	Iteration 118Q: 3 clusters Score -4121523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4121522.750000 Penalty: 4981.753418
	Iteration 119F: 3 clusters Score -4121523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Entering Unmasked Estep 
Score: -8712358.000000 Penalty: 2678.668945
	Iteration 0F: 2 clusters Score -8712358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -8681217.000000 Penalty: 5357.337891
	Iteration 0F: 3 clusters Score -8681217 nChanged 22702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -8694081.000000 Penalty: 5357.337891
	Iteration 1F: 3 clusters Score -8694081 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8694745.000000 Penalty: 5357.337891
	Iteration 2Q: 3 clusters Score -8694745 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -8695383.000000 Penalty: 5357.337891
	Iteration 3Q: 3 clusters Score -8695383 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -8695990.000000 Penalty: 5357.337891
	Iteration 4Q: 3 clusters Score -8695990 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -8696598.000000 Penalty: 5357.337891
	Iteration 5Q: 3 clusters Score -8696598 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -8697179.000000 Penalty: 5357.337891
	Iteration 6Q: 3 clusters Score -8697179 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -8697940.000000 Penalty: 5357.337891
	Iteration 7Q: 3 clusters Score -8697940 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -8698704.000000 Penalty: 5357.337891
	Iteration 8Q: 3 clusters Score -8698704 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -8699777.000000 Penalty: 5357.337891
	Iteration 9Q: 3 clusters Score -8699777 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -8701098.000000 Penalty: 5357.337891
	Iteration 10F: 3 clusters Score -8701098 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8702734.000000 Penalty: 5357.337891
	Iteration 11F: 3 clusters Score -8702734 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -8704515.000000 Penalty: 5357.337891
	Iteration 12F: 3 clusters Score -8704515 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -8706174.000000 Penalty: 5357.337891
	Iteration 13F: 3 clusters Score -8706174 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -8707564.000000 Penalty: 5357.337891
	Iteration 14Q: 3 clusters Score -8707564 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -8708581.000000 Penalty: 5357.337891
	Iteration 15Q: 3 clusters Score -8708581 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8709207.000000 Penalty: 5357.337891
	Iteration 16Q: 3 clusters Score -8709207 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8709573.000000 Penalty: 5357.337891
	Iteration 17Q: 3 clusters Score -8709573 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8709862.000000 Penalty: 5357.337891
	Iteration 18Q: 3 clusters Score -8709862 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8710105.000000 Penalty: 5357.337891
	Iteration 19Q: 3 clusters Score -8710105 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8710269.000000 Penalty: 5357.337891
	Iteration 20F: 3 clusters Score -8710269 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8710375.000000 Penalty: 5357.337891
	Iteration 21Q: 3 clusters Score -8710375 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -8710466.000000 Penalty: 5357.337891
	Iteration 22Q: 3 clusters Score -8710466 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -8710535.000000 Penalty: 5357.337891
	Iteration 23Q: 3 clusters Score -8710535 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -8710624.000000 Penalty: 5357.337891
	Iteration 24Q: 3 clusters Score -8710624 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8710711.000000 Penalty: 5357.337891
	Iteration 25Q: 3 clusters Score -8710711 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -8710796.000000 Penalty: 5357.337891
	Iteration 26Q: 3 clusters Score -8710796 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -8710880.000000 Penalty: 5357.337891
	Iteration 27Q: 3 clusters Score -8710880 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -8710960.000000 Penalty: 5357.337891
	Iteration 28Q: 3 clusters Score -8710960 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -8710984.000000 Penalty: 5357.337891
	Iteration 29Q: 3 clusters Score -8710984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8711031.000000 Penalty: 5357.337891
	Iteration 30Q: 3 clusters Score -8711031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -8711080.000000 Penalty: 5357.337891
	Iteration 31Q: 3 clusters Score -8711080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -8711114.000000 Penalty: 5357.337891
	Iteration 32Q: 3 clusters Score -8711114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -8711146.000000 Penalty: 5357.337891
	Iteration 33Q: 3 clusters Score -8711146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -8711170.000000 Penalty: 5357.337891
	Iteration 34Q: 3 clusters Score -8711170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -8711184.000000 Penalty: 5357.337891
	Iteration 35Q: 3 clusters Score -8711184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -8711199.000000 Penalty: 5357.337891
	Iteration 36Q: 3 clusters Score -8711199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -8711214.000000 Penalty: 5357.337891
	Iteration 37Q: 3 clusters Score -8711214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -8711221.000000 Penalty: 5357.337891
	Iteration 38Q: 3 clusters Score -8711221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -8711245.000000 Penalty: 5357.337891
	Iteration 39Q: 3 clusters Score -8711245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -8711438.000000 Penalty: 5357.337891
	Iteration 40F: 3 clusters Score -8711438 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -8711682.000000 Penalty: 5357.337891
	Iteration 41Q: 3 clusters Score -8711682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8711790.000000 Penalty: 5357.337891
	Iteration 42Q: 3 clusters Score -8711790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8711865.000000 Penalty: 5357.337891
	Iteration 43Q: 3 clusters Score -8711865 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -8711953.000000 Penalty: 5357.337891
	Iteration 44Q: 3 clusters Score -8711953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -8712005.000000 Penalty: 5357.337891
	Iteration 45Q: 3 clusters Score -8712005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -8712023.000000 Penalty: 5357.337891
	Iteration 46Q: 3 clusters Score -8712023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -8712050.000000 Penalty: 5357.337891
	Iteration 47Q: 3 clusters Score -8712050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -8712069.000000 Penalty: 5357.337891
	Iteration 48Q: 3 clusters Score -8712069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -8712067.000000 Penalty: 5357.337891
	Iteration 49Q: 3 clusters Score -8712067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -8712072.000000 Penalty: 5357.337891
	Iteration 50Q: 3 clusters Score -8712072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -8712071.000000 Penalty: 5357.337891
	Iteration 51Q: 3 clusters Score -8712071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -8712077.000000 Penalty: 5357.337891
	Iteration 52Q: 3 clusters Score -8712077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -8712078.000000 Penalty: 5357.337891
	Iteration 53Q: 3 clusters Score -8712078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -8712087.000000 Penalty: 5357.337891
	Iteration 54Q: 3 clusters Score -8712087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -8712081.000000 Penalty: 5357.337891
	Iteration 55Q: 3 clusters Score -8712081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -8712085.000000 Penalty: 5357.337891
	Iteration 56Q: 3 clusters Score -8712085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -8712093.000000 Penalty: 5357.337891
	Iteration 57Q: 3 clusters Score -8712093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -8712097.000000 Penalty: 5357.337891
	Iteration 58Q: 3 clusters Score -8712097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -8712099.000000 Penalty: 5357.337891
	Iteration 59Q: 3 clusters Score -8712099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -8712119.000000 Penalty: 5357.337891
	Iteration 60F: 3 clusters Score -8712119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -8712125.000000 Penalty: 5357.337891
	Iteration 61Q: 3 clusters Score -8712125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -8712129.000000 Penalty: 5357.337891
	Iteration 62Q: 3 clusters Score -8712129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -8712121.000000 Penalty: 5357.337891
	Iteration 63Q: 3 clusters Score -8712121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -8712117.000000 Penalty: 5357.337891
	Iteration 64Q: 3 clusters Score -8712117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -8712122.000000 Penalty: 5357.337891
	Iteration 65Q: 3 clusters Score -8712122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -8712114.000000 Penalty: 5357.337891
	Iteration 66Q: 3 clusters Score -8712114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -8712131.000000 Penalty: 5357.337891
	Iteration 67Q: 3 clusters Score -8712131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -8712127.000000 Penalty: 5357.337891
	Iteration 68Q: 3 clusters Score -8712127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -8712132.000000 Penalty: 5357.337891
	Iteration 69Q: 3 clusters Score -8712132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -8712135.000000 Penalty: 5357.337891
	Iteration 70Q: 3 clusters Score -8712135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -8712142.000000 Penalty: 5357.337891
	Iteration 71Q: 3 clusters Score -8712142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -8712133.000000 Penalty: 5357.337891
	Iteration 72Q: 3 clusters Score -8712133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -8712136.000000 Penalty: 5357.337891
	Iteration 73Q: 3 clusters Score -8712136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -8712135.000000 Penalty: 5357.337891
	Iteration 74Q: 3 clusters Score -8712135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -8712133.000000 Penalty: 5357.337891
	Iteration 75Q: 3 clusters Score -8712133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -8712131.000000 Penalty: 5357.337891
	Iteration 76Q: 3 clusters Score -8712131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -8712134.000000 Penalty: 5357.337891
	Iteration 77Q: 3 clusters Score -8712134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -8712139.000000 Penalty: 5357.337891
	Iteration 78Q: 3 clusters Score -8712139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -8712140.000000 Penalty: 5357.337891
	Iteration 79Q: 3 clusters Score -8712140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -8712152.000000 Penalty: 5357.337891
	Iteration 80F: 3 clusters Score -8712152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -8712149.000000 Penalty: 5357.337891
	Iteration 81Q: 3 clusters Score -8712149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -8712152.000000 Penalty: 5357.337891
	Iteration 82Q: 3 clusters Score -8712152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -8712152.000000 Penalty: 5357.337891
	Iteration 83F: 3 clusters Score -8712152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Entering Unmasked Estep 
Score: -9933794.000000 Penalty: 2708.841797
	Iteration 0F: 2 clusters Score -9933794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -9901965.000000 Penalty: 5417.683594
	Iteration 0F: 3 clusters Score -9901965 nChanged 25851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -9916519.000000 Penalty: 5417.683594
	Iteration 1F: 3 clusters Score -9916519 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -9917036.000000 Penalty: 5417.683594
	Iteration 2Q: 3 clusters Score -9917036 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -9917386.000000 Penalty: 5417.683594
	Iteration 3Q: 3 clusters Score -9917386 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -9917758.000000 Penalty: 5417.683594
	Iteration 4Q: 3 clusters Score -9917758 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -9918071.000000 Penalty: 5417.683594
	Iteration 5Q: 3 clusters Score -9918071 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9918525.000000 Penalty: 5417.683594
	Iteration 6Q: 3 clusters Score -9918525 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -9919038.000000 Penalty: 5417.683594
	Iteration 7Q: 3 clusters Score -9919038 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -9919656.000000 Penalty: 5417.683594
	Iteration 8Q: 3 clusters Score -9919656 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -9920689.000000 Penalty: 5417.683594
	Iteration 9Q: 3 clusters Score -9920689 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -9922164.000000 Penalty: 5417.683594
	Iteration 10F: 3 clusters Score -9922164 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -9924315.000000 Penalty: 5417.683594
	Iteration 11F: 3 clusters Score -9924315 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -9926743.000000 Penalty: 5417.683594
	Iteration 12F: 3 clusters Score -9926743 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -9928751.000000 Penalty: 5417.683594
	Iteration 13F: 3 clusters Score -9928751 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -9930053.000000 Penalty: 5417.683594
	Iteration 14Q: 3 clusters Score -9930053 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -9930831.000000 Penalty: 5417.683594
	Iteration 15Q: 3 clusters Score -9930831 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -9931186.000000 Penalty: 5417.683594
	Iteration 16Q: 3 clusters Score -9931186 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9931432.000000 Penalty: 5417.683594
	Iteration 17Q: 3 clusters Score -9931432 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9931581.000000 Penalty: 5417.683594
	Iteration 18Q: 3 clusters Score -9931581 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9931673.000000 Penalty: 5417.683594
	Iteration 19Q: 3 clusters Score -9931673 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9931744.000000 Penalty: 5417.683594
	Iteration 20F: 3 clusters Score -9931744 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9931736.000000 Penalty: 5417.683594
	Iteration 21Q: 3 clusters Score -9931736 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9931789.000000 Penalty: 5417.683594
	Iteration 22Q: 3 clusters Score -9931789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9931778.000000 Penalty: 5417.683594
	Iteration 23Q: 3 clusters Score -9931778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9931778.000000 Penalty: 5417.683594
	Iteration 24Q: 3 clusters Score -9931778 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9931806.000000 Penalty: 5417.683594
	Iteration 25Q: 3 clusters Score -9931806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9931795.000000 Penalty: 5417.683594
	Iteration 26Q: 3 clusters Score -9931795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9931810.000000 Penalty: 5417.683594
	Iteration 27Q: 3 clusters Score -9931810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9931809.000000 Penalty: 5417.683594
	Iteration 28Q: 3 clusters Score -9931809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9931810.000000 Penalty: 5417.683594
	Iteration 29Q: 3 clusters Score -9931810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9931822.000000 Penalty: 5417.683594
	Iteration 30Q: 3 clusters Score -9931822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9931823.000000 Penalty: 5417.683594
	Iteration 31Q: 3 clusters Score -9931823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9931855.000000 Penalty: 5417.683594
	Iteration 32Q: 3 clusters Score -9931855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9931854.000000 Penalty: 5417.683594
	Iteration 33Q: 3 clusters Score -9931854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9931854.000000 Penalty: 5417.683594
	Iteration 34Q: 3 clusters Score -9931854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9931857.000000 Penalty: 5417.683594
	Iteration 35Q: 3 clusters Score -9931857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9931868.000000 Penalty: 5417.683594
	Iteration 36Q: 3 clusters Score -9931868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9931873.000000 Penalty: 5417.683594
	Iteration 37Q: 3 clusters Score -9931873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9931887.000000 Penalty: 5417.683594
	Iteration 38Q: 3 clusters Score -9931887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9931884.000000 Penalty: 5417.683594
	Iteration 39Q: 3 clusters Score -9931884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9931893.000000 Penalty: 5417.683594
	Iteration 40F: 3 clusters Score -9931893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9931898.000000 Penalty: 5417.683594
	Iteration 41Q: 3 clusters Score -9931898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9931892.000000 Penalty: 5417.683594
	Iteration 42Q: 3 clusters Score -9931892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9931897.000000 Penalty: 5417.683594
	Iteration 43Q: 3 clusters Score -9931897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9931893.000000 Penalty: 5417.683594
	Iteration 44Q: 3 clusters Score -9931893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9931887.000000 Penalty: 5417.683594
	Iteration 45Q: 3 clusters Score -9931887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9931891.000000 Penalty: 5417.683594
	Iteration 46Q: 3 clusters Score -9931891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9931885.000000 Penalty: 5417.683594
	Iteration 47Q: 3 clusters Score -9931885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9931886.000000 Penalty: 5417.683594
	Iteration 48Q: 3 clusters Score -9931886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9931889.000000 Penalty: 5417.683594
	Iteration 49Q: 3 clusters Score -9931889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9931894.000000 Penalty: 5417.683594
	Iteration 50Q: 3 clusters Score -9931894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9931883.000000 Penalty: 5417.683594
	Iteration 51Q: 3 clusters Score -9931883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9931885.000000 Penalty: 5417.683594
	Iteration 52Q: 3 clusters Score -9931885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9931884.000000 Penalty: 5417.683594
	Iteration 53Q: 3 clusters Score -9931884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9931887.000000 Penalty: 5417.683594
	Iteration 54Q: 3 clusters Score -9931887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9931887.000000 Penalty: 5417.683594
	Iteration 55F: 3 clusters Score -9931887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Entering Unmasked Estep 
Score: -4838331.000000 Penalty: 2535.302979
	Iteration 0F: 2 clusters Score -4838331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4819295.000000 Penalty: 5070.605957
	Iteration 0F: 3 clusters Score -4819295 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4826115.000000 Penalty: 5070.605957
	Iteration 1F: 3 clusters Score -4826115 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4826771.000000 Penalty: 5070.605957
	Iteration 2F: 3 clusters Score -4826771 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -4827550.500000 Penalty: 5070.605957
	Iteration 3F: 3 clusters Score -4827550 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4828370.500000 Penalty: 5070.605957
	Iteration 4F: 3 clusters Score -4828370 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4829410.500000 Penalty: 5070.605957
	Iteration 5F: 3 clusters Score -4829410 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4830590.000000 Penalty: 5070.605957
	Iteration 6F: 3 clusters Score -4830590 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4831866.500000 Penalty: 5070.605957
	Iteration 7F: 3 clusters Score -4831866 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4833034.000000 Penalty: 5070.605957
	Iteration 8F: 3 clusters Score -4833034 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4834062.500000 Penalty: 5070.605957
	Iteration 9Q: 3 clusters Score -4834062 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4834741.000000 Penalty: 5070.605957
	Iteration 10Q: 3 clusters Score -4834741 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4835210.500000 Penalty: 5070.605957
	Iteration 11Q: 3 clusters Score -4835210 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4835524.000000 Penalty: 5070.605957
	Iteration 12Q: 3 clusters Score -4835524 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4835749.500000 Penalty: 5070.605957
	Iteration 13Q: 3 clusters Score -4835750 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4835910.500000 Penalty: 5070.605957
	Iteration 14Q: 3 clusters Score -4835910 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4836053.000000 Penalty: 5070.605957
	Iteration 15Q: 3 clusters Score -4836053 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -4836140.500000 Penalty: 5070.605957
	Iteration 16Q: 3 clusters Score -4836140 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4836223.500000 Penalty: 5070.605957
	Iteration 17Q: 3 clusters Score -4836224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4836260.500000 Penalty: 5070.605957
	Iteration 18Q: 3 clusters Score -4836260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4836282.500000 Penalty: 5070.605957
	Iteration 19Q: 3 clusters Score -4836282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4836308.500000 Penalty: 5070.605957
	Iteration 20F: 3 clusters Score -4836308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4836323.500000 Penalty: 5070.605957
	Iteration 21Q: 3 clusters Score -4836324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4836329.000000 Penalty: 5070.605957
	Iteration 22Q: 3 clusters Score -4836329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4836346.000000 Penalty: 5070.605957
	Iteration 23Q: 3 clusters Score -4836346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4836363.500000 Penalty: 5070.605957
	Iteration 24Q: 3 clusters Score -4836364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4836379.500000 Penalty: 5070.605957
	Iteration 25Q: 3 clusters Score -4836380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -4836387.500000 Penalty: 5070.605957
	Iteration 26Q: 3 clusters Score -4836388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4836392.000000 Penalty: 5070.605957
	Iteration 27Q: 3 clusters Score -4836392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4836389.000000 Penalty: 5070.605957
	Iteration 28Q: 3 clusters Score -4836389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4836396.000000 Penalty: 5070.605957
	Iteration 29Q: 3 clusters Score -4836396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4836407.000000 Penalty: 5070.605957
	Iteration 30Q: 3 clusters Score -4836407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4836409.500000 Penalty: 5070.605957
	Iteration 31Q: 3 clusters Score -4836410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -4836401.500000 Penalty: 5070.605957
	Iteration 32Q: 3 clusters Score -4836402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4836397.000000 Penalty: 5070.605957
	Iteration 33Q: 3 clusters Score -4836397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4836393.500000 Penalty: 5070.605957
	Iteration 34Q: 3 clusters Score -4836394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -4836388.000000 Penalty: 5070.605957
	Iteration 35Q: 3 clusters Score -4836388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -4836392.000000 Penalty: 5070.605957
	Iteration 36Q: 3 clusters Score -4836392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4836391.500000 Penalty: 5070.605957
	Iteration 37Q: 3 clusters Score -4836392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -4836393.500000 Penalty: 5070.605957
	Iteration 38Q: 3 clusters Score -4836394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4836403.000000 Penalty: 5070.605957
	Iteration 39Q: 3 clusters Score -4836403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4836400.000000 Penalty: 5070.605957
	Iteration 40F: 3 clusters Score -4836400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -4836401.500000 Penalty: 5070.605957
	Iteration 41Q: 3 clusters Score -4836402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4836404.000000 Penalty: 5070.605957
	Iteration 42Q: 3 clusters Score -4836404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4836399.500000 Penalty: 5070.605957
	Iteration 43Q: 3 clusters Score -4836400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -4836403.500000 Penalty: 5070.605957
	Iteration 44Q: 3 clusters Score -4836404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -4836404.000000 Penalty: 5070.605957
	Iteration 45Q: 3 clusters Score -4836404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4836407.500000 Penalty: 5070.605957
	Iteration 46Q: 3 clusters Score -4836408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4836406.000000 Penalty: 5070.605957
	Iteration 47Q: 3 clusters Score -4836406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4836407.500000 Penalty: 5070.605957
	Iteration 48Q: 3 clusters Score -4836408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -4836416.000000 Penalty: 5070.605957
	Iteration 49Q: 3 clusters Score -4836416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4836415.500000 Penalty: 5070.605957
	Iteration 50Q: 3 clusters Score -4836416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4836424.000000 Penalty: 5070.605957
	Iteration 51Q: 3 clusters Score -4836424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -4836425.000000 Penalty: 5070.605957
	Iteration 52Q: 3 clusters Score -4836425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -4836427.500000 Penalty: 5070.605957
	Iteration 53Q: 3 clusters Score -4836428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4836429.500000 Penalty: 5070.605957
	Iteration 54Q: 3 clusters Score -4836430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4836429.500000 Penalty: 5070.605957
	Iteration 55Q: 3 clusters Score -4836430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4836429.000000 Penalty: 5070.605957
	Iteration 56Q: 3 clusters Score -4836429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4836428.500000 Penalty: 5070.605957
	Iteration 57Q: 3 clusters Score -4836428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4836430.500000 Penalty: 5070.605957
	Iteration 58Q: 3 clusters Score -4836430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -4836432.000000 Penalty: 5070.605957
	Iteration 59Q: 3 clusters Score -4836432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4836432.000000 Penalty: 5070.605957
	Iteration 60F: 3 clusters Score -4836432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -4836429.500000 Penalty: 5070.605957
	Iteration 61Q: 3 clusters Score -4836430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4836427.500000 Penalty: 5070.605957
	Iteration 62Q: 3 clusters Score -4836428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4836430.500000 Penalty: 5070.605957
	Iteration 63Q: 3 clusters Score -4836430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -4836430.000000 Penalty: 5070.605957
	Iteration 64Q: 3 clusters Score -4836430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4836427.500000 Penalty: 5070.605957
	Iteration 65Q: 3 clusters Score -4836428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -4836426.000000 Penalty: 5070.605957
	Iteration 66Q: 3 clusters Score -4836426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4836426.500000 Penalty: 5070.605957
	Iteration 67Q: 3 clusters Score -4836426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4836423.000000 Penalty: 5070.605957
	Iteration 68Q: 3 clusters Score -4836423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4836426.000000 Penalty: 5070.605957
	Iteration 69Q: 3 clusters Score -4836426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4836424.000000 Penalty: 5070.605957
	Iteration 70Q: 3 clusters Score -4836424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4836424.000000 Penalty: 5070.605957
	Iteration 71F: 3 clusters Score -4836424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Entering Unmasked Estep 
Score: -4165528.500000 Penalty: 2500.804932
	Iteration 0F: 2 clusters Score -4165528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4148818.500000 Penalty: 5001.609863
	Iteration 0F: 3 clusters Score -4148818 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4154598.750000 Penalty: 5001.609863
	Iteration 1F: 3 clusters Score -4154599 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4155058.250000 Penalty: 5001.609863
	Iteration 2F: 3 clusters Score -4155058 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4155494.500000 Penalty: 5001.609863
	Iteration 3Q: 3 clusters Score -4155494 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -4155938.250000 Penalty: 5001.609863
	Iteration 4Q: 3 clusters Score -4155938 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4156460.750000 Penalty: 5001.609863
	Iteration 5Q: 3 clusters Score -4156461 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4157156.000000 Penalty: 5001.609863
	Iteration 6F: 3 clusters Score -4157156 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4158019.500000 Penalty: 5001.609863
	Iteration 7F: 3 clusters Score -4158020 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4159077.500000 Penalty: 5001.609863
	Iteration 8F: 3 clusters Score -4159078 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4160292.500000 Penalty: 5001.609863
	Iteration 9F: 3 clusters Score -4160292 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4161329.750000 Penalty: 5001.609863
	Iteration 10F: 3 clusters Score -4161330 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4162249.500000 Penalty: 5001.609863
	Iteration 11Q: 3 clusters Score -4162250 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4162860.500000 Penalty: 5001.609863
	Iteration 12Q: 3 clusters Score -4162860 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -4163210.000000 Penalty: 5001.609863
	Iteration 13Q: 3 clusters Score -4163210 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4163373.000000 Penalty: 5001.609863
	Iteration 14Q: 3 clusters Score -4163373 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -4163461.250000 Penalty: 5001.609863
	Iteration 15Q: 3 clusters Score -4163461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -4163516.750000 Penalty: 5001.609863
	Iteration 16Q: 3 clusters Score -4163517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4163546.250000 Penalty: 5001.609863
	Iteration 17Q: 3 clusters Score -4163546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -4163562.500000 Penalty: 5001.609863
	Iteration 18Q: 3 clusters Score -4163562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4163573.500000 Penalty: 5001.609863
	Iteration 19Q: 3 clusters Score -4163574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4163573.500000 Penalty: 5001.609863
	Iteration 20F: 3 clusters Score -4163574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Entering Unmasked Estep 
Score: -946691.375000 Penalty: 2133.408447
	Iteration 0F: 2 clusters Score -946691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -941932.562500 Penalty: 4266.816895
	Iteration 0F: 3 clusters Score -941932.6 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -943193.500000 Penalty: 4266.816895
	Iteration 1F: 3 clusters Score -943193.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -943559.437500 Penalty: 4266.816895
	Iteration 2F: 3 clusters Score -943559.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -943870.187500 Penalty: 4266.816895
	Iteration 3F: 3 clusters Score -943870.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -944176.875000 Penalty: 4266.816895
	Iteration 4F: 3 clusters Score -944176.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -944459.437500 Penalty: 4266.816895
	Iteration 5F: 3 clusters Score -944459.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -944729.312500 Penalty: 4266.816895
	Iteration 6Q: 3 clusters Score -944729.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -944960.375000 Penalty: 4266.816895
	Iteration 7Q: 3 clusters Score -944960.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -945193.812500 Penalty: 4266.816895
	Iteration 8Q: 3 clusters Score -945193.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -945408.812500 Penalty: 4266.816895
	Iteration 9Q: 3 clusters Score -945408.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -945587.187500 Penalty: 4266.816895
	Iteration 10Q: 3 clusters Score -945587.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -945723.312500 Penalty: 4266.816895
	Iteration 11Q: 3 clusters Score -945723.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -945820.750000 Penalty: 4266.816895
	Iteration 12Q: 3 clusters Score -945820.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -945890.187500 Penalty: 4266.816895
	Iteration 13Q: 3 clusters Score -945890.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -945933.187500 Penalty: 4266.816895
	Iteration 14Q: 3 clusters Score -945933.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -945969.312500 Penalty: 4266.816895
	Iteration 15Q: 3 clusters Score -945969.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -946003.812500 Penalty: 4266.816895
	Iteration 16Q: 3 clusters Score -946003.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -946022.562500 Penalty: 4266.816895
	Iteration 17Q: 3 clusters Score -946022.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -946031.187500 Penalty: 4266.816895
	Iteration 18Q: 3 clusters Score -946031.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -946042.875000 Penalty: 4266.816895
	Iteration 19Q: 3 clusters Score -946042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -946047.875000 Penalty: 4266.816895
	Iteration 20F: 3 clusters Score -946047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -946050.000000 Penalty: 4266.816895
	Iteration 21Q: 3 clusters Score -946050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -946053.562500 Penalty: 4266.816895
	Iteration 22Q: 3 clusters Score -946053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -946055.375000 Penalty: 4266.816895
	Iteration 23Q: 3 clusters Score -946055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -946057.312500 Penalty: 4266.816895
	Iteration 24Q: 3 clusters Score -946057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -946057.812500 Penalty: 4266.816895
	Iteration 25Q: 3 clusters Score -946057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -946056.750000 Penalty: 4266.816895
	Iteration 26Q: 3 clusters Score -946056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -946056.750000 Penalty: 4266.816895
	Iteration 27F: 3 clusters Score -946056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Entering Unmasked Estep 
Score: -7288507.500000 Penalty: 2634.735596
	Iteration 0F: 2 clusters Score -7288508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -7260924.000000 Penalty: 5269.471191
	Iteration 0F: 3 clusters Score -7260924 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -7271327.500000 Penalty: 5269.471191
	Iteration 1F: 3 clusters Score -7271328 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -7272085.000000 Penalty: 5269.471191
	Iteration 2Q: 3 clusters Score -7272085 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -7273095.000000 Penalty: 5269.471191
	Iteration 3F: 3 clusters Score -7273095 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -7274496.500000 Penalty: 5269.471191
	Iteration 4F: 3 clusters Score -7274496 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7276490.500000 Penalty: 5269.471191
	Iteration 5F: 3 clusters Score -7276490 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7279096.000000 Penalty: 5269.471191
	Iteration 6F: 3 clusters Score -7279096 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7281821.000000 Penalty: 5269.471191
	Iteration 7F: 3 clusters Score -7281821 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7284117.000000 Penalty: 5269.471191
	Iteration 8F: 3 clusters Score -7284117 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -7285504.500000 Penalty: 5269.471191
	Iteration 9Q: 3 clusters Score -7285504 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7286213.000000 Penalty: 5269.471191
	Iteration 10Q: 3 clusters Score -7286213 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -7286521.500000 Penalty: 5269.471191
	Iteration 11Q: 3 clusters Score -7286522 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -7286664.500000 Penalty: 5269.471191
	Iteration 12Q: 3 clusters Score -7286664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7286753.000000 Penalty: 5269.471191
	Iteration 13Q: 3 clusters Score -7286753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -7286808.000000 Penalty: 5269.471191
	Iteration 14Q: 3 clusters Score -7286808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -7286843.000000 Penalty: 5269.471191
	Iteration 15Q: 3 clusters Score -7286843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7286864.500000 Penalty: 5269.471191
	Iteration 16Q: 3 clusters Score -7286864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -7286887.500000 Penalty: 5269.471191
	Iteration 17Q: 3 clusters Score -7286888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -7286892.500000 Penalty: 5269.471191
	Iteration 18Q: 3 clusters Score -7286892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7286898.000000 Penalty: 5269.471191
	Iteration 19Q: 3 clusters Score -7286898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -7286904.500000 Penalty: 5269.471191
	Iteration 20F: 3 clusters Score -7286904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7286911.500000 Penalty: 5269.471191
	Iteration 21Q: 3 clusters Score -7286912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -7286914.000000 Penalty: 5269.471191
	Iteration 22Q: 3 clusters Score -7286914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -7286917.500000 Penalty: 5269.471191
	Iteration 23Q: 3 clusters Score -7286918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7286926.500000 Penalty: 5269.471191
	Iteration 24Q: 3 clusters Score -7286926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7286929.000000 Penalty: 5269.471191
	Iteration 25Q: 3 clusters Score -7286929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -7286923.500000 Penalty: 5269.471191
	Iteration 26Q: 3 clusters Score -7286924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7286932.000000 Penalty: 5269.471191
	Iteration 27Q: 3 clusters Score -7286932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -7286937.000000 Penalty: 5269.471191
	Iteration 28Q: 3 clusters Score -7286937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -7286928.500000 Penalty: 5269.471191
	Iteration 29Q: 3 clusters Score -7286928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7286929.500000 Penalty: 5269.471191
	Iteration 30Q: 3 clusters Score -7286930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7286933.500000 Penalty: 5269.471191
	Iteration 31Q: 3 clusters Score -7286934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7286943.000000 Penalty: 5269.471191
	Iteration 32Q: 3 clusters Score -7286943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -7286942.000000 Penalty: 5269.471191
	Iteration 33Q: 3 clusters Score -7286942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -7286942.000000 Penalty: 5269.471191
	Iteration 34Q: 3 clusters Score -7286942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7286944.000000 Penalty: 5269.471191
	Iteration 35Q: 3 clusters Score -7286944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7286944.000000 Penalty: 5269.471191
	Iteration 36F: 3 clusters Score -7286944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -2845770.000000 Penalty: 2401.668945
	Iteration 0F: 2 clusters Score -2845770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2834177.250000 Penalty: 4803.337891
	Iteration 0F: 3 clusters Score -2834177 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2837931.500000 Penalty: 4803.337891
	Iteration 1F: 3 clusters Score -2837932 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2838333.500000 Penalty: 4803.337891
	Iteration 2F: 3 clusters Score -2838334 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2838673.000000 Penalty: 4803.337891
	Iteration 3Q: 3 clusters Score -2838673 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2838985.500000 Penalty: 4803.337891
	Iteration 4Q: 3 clusters Score -2838986 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2839217.000000 Penalty: 4803.337891
	Iteration 5Q: 3 clusters Score -2839217 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2839446.500000 Penalty: 4803.337891
	Iteration 6Q: 3 clusters Score -2839446 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2839685.750000 Penalty: 4803.337891
	Iteration 7Q: 3 clusters Score -2839686 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2839964.250000 Penalty: 4803.337891
	Iteration 8Q: 3 clusters Score -2839964 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2840323.750000 Penalty: 4803.337891
	Iteration 9Q: 3 clusters Score -2840324 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2840781.750000 Penalty: 4803.337891
	Iteration 10Q: 3 clusters Score -2840782 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2841261.250000 Penalty: 4803.337891
	Iteration 11Q: 3 clusters Score -2841261 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2841775.500000 Penalty: 4803.337891
	Iteration 12Q: 3 clusters Score -2841776 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2842192.000000 Penalty: 4803.337891
	Iteration 13Q: 3 clusters Score -2842192 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2842537.250000 Penalty: 4803.337891
	Iteration 14Q: 3 clusters Score -2842537 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2842815.500000 Penalty: 4803.337891
	Iteration 15Q: 3 clusters Score -2842816 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2843064.250000 Penalty: 4803.337891
	Iteration 16Q: 3 clusters Score -2843064 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2843282.750000 Penalty: 4803.337891
	Iteration 17Q: 3 clusters Score -2843283 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2843441.250000 Penalty: 4803.337891
	Iteration 18Q: 3 clusters Score -2843441 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2843550.750000 Penalty: 4803.337891
	Iteration 19Q: 3 clusters Score -2843551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2843642.500000 Penalty: 4803.337891
	Iteration 20F: 3 clusters Score -2843642 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2843729.250000 Penalty: 4803.337891
	Iteration 21Q: 3 clusters Score -2843729 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2843797.500000 Penalty: 4803.337891
	Iteration 22Q: 3 clusters Score -2843798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2843829.250000 Penalty: 4803.337891
	Iteration 23Q: 3 clusters Score -2843829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2843852.500000 Penalty: 4803.337891
	Iteration 24Q: 3 clusters Score -2843852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2843866.000000 Penalty: 4803.337891
	Iteration 25Q: 3 clusters Score -2843866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2843884.000000 Penalty: 4803.337891
	Iteration 26Q: 3 clusters Score -2843884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2843897.750000 Penalty: 4803.337891
	Iteration 27Q: 3 clusters Score -2843898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2843915.000000 Penalty: 4803.337891
	Iteration 28Q: 3 clusters Score -2843915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2843931.000000 Penalty: 4803.337891
	Iteration 29Q: 3 clusters Score -2843931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2843942.250000 Penalty: 4803.337891
	Iteration 30Q: 3 clusters Score -2843942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2843949.000000 Penalty: 4803.337891
	Iteration 31Q: 3 clusters Score -2843949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2843948.500000 Penalty: 4803.337891
	Iteration 32Q: 3 clusters Score -2843948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2843953.000000 Penalty: 4803.337891
	Iteration 33Q: 3 clusters Score -2843953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2843958.500000 Penalty: 4803.337891
	Iteration 34Q: 3 clusters Score -2843958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2843963.500000 Penalty: 4803.337891
	Iteration 35Q: 3 clusters Score -2843964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2843968.000000 Penalty: 4803.337891
	Iteration 36Q: 3 clusters Score -2843968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2843968.750000 Penalty: 4803.337891
	Iteration 37Q: 3 clusters Score -2843969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2843972.000000 Penalty: 4803.337891
	Iteration 38Q: 3 clusters Score -2843972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2843970.250000 Penalty: 4803.337891
	Iteration 39Q: 3 clusters Score -2843970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2843968.500000 Penalty: 4803.337891
	Iteration 40F: 3 clusters Score -2843968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2843975.500000 Penalty: 4803.337891
	Iteration 41Q: 3 clusters Score -2843976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2843973.000000 Penalty: 4803.337891
	Iteration 42Q: 3 clusters Score -2843973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2843973.750000 Penalty: 4803.337891
	Iteration 43Q: 3 clusters Score -2843974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2843976.000000 Penalty: 4803.337891
	Iteration 44Q: 3 clusters Score -2843976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2843977.000000 Penalty: 4803.337891
	Iteration 45Q: 3 clusters Score -2843977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2843977.000000 Penalty: 4803.337891
	Iteration 46F: 3 clusters Score -2843977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46190.609375 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46190.61 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46490.894531 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46490.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46666.464844 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -46666.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46874.597656 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -46874.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46990.945312 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -46990.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47038.128906 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -47038.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47060.968750 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -47060.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47073.707031 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -47073.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47080.691406 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -47080.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47080.691406 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -47080.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -1233526.250000 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -1233526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1227782.250000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -1227782 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1229755.375000 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -1229755 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1230568.625000 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -1230569 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1231160.500000 Penalty: 4394.455566
	Iteration 3F: 3 clusters Score -1231160 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1231537.375000 Penalty: 4394.455566
	Iteration 4F: 3 clusters Score -1231537 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1231788.375000 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -1231788 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1231978.375000 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -1231978 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1232124.500000 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -1232124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1232216.625000 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -1232217 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1232288.750000 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -1232289 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1232339.875000 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -1232340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1232390.375000 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -1232390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1232430.375000 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -1232430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1232460.250000 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -1232460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1232478.375000 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -1232478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1232500.875000 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -1232501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1232518.375000 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -1232518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1232525.875000 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -1232526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1232532.625000 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -1232533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1232539.375000 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -1232539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1232544.625000 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -1232545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1232548.375000 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -1232548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1232552.000000 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -1232552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1232556.000000 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -1232556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1232555.500000 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -1232556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1232559.000000 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -1232559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1232557.625000 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -1232558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1232555.375000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -1232555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1232559.750000 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -1232560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1232560.500000 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -1232560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1232566.000000 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -1232566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1232564.625000 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -1232565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1232565.250000 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -1232565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1232567.875000 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -1232568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1232571.500000 Penalty: 4394.455566
	Iteration 34Q: 3 clusters Score -1232572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1232571.750000 Penalty: 4394.455566
	Iteration 35Q: 3 clusters Score -1232572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1232571.500000 Penalty: 4394.455566
	Iteration 36Q: 3 clusters Score -1232572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1232572.000000 Penalty: 4394.455566
	Iteration 37Q: 3 clusters Score -1232572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1232574.000000 Penalty: 4394.455566
	Iteration 38Q: 3 clusters Score -1232574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1232576.500000 Penalty: 4394.455566
	Iteration 39Q: 3 clusters Score -1232576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1232577.000000 Penalty: 4394.455566
	Iteration 40F: 3 clusters Score -1232577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Entering Unmasked Estep 
Score: -9219618.000000 Penalty: 2688.318115
	Iteration 0F: 2 clusters Score -9219618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -9188895.000000 Penalty: 5376.636230
	Iteration 0F: 3 clusters Score -9188895 nChanged 23513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -9201696.000000 Penalty: 5376.636230
	Iteration 1F: 3 clusters Score -9201696 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -9202220.000000 Penalty: 5376.636230
	Iteration 2Q: 3 clusters Score -9202220 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -9202669.000000 Penalty: 5376.636230
	Iteration 3Q: 3 clusters Score -9202669 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -9203179.000000 Penalty: 5376.636230
	Iteration 4Q: 3 clusters Score -9203179 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -9203759.000000 Penalty: 5376.636230
	Iteration 5Q: 3 clusters Score -9203759 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -9204459.000000 Penalty: 5376.636230
	Iteration 6Q: 3 clusters Score -9204459 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -9205433.000000 Penalty: 5376.636230
	Iteration 7Q: 3 clusters Score -9205433 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -9206862.000000 Penalty: 5376.636230
	Iteration 8F: 3 clusters Score -9206862 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -9208889.000000 Penalty: 5376.636230
	Iteration 9F: 3 clusters Score -9208889 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -9211340.000000 Penalty: 5376.636230
	Iteration 10F: 3 clusters Score -9211340 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -9213473.000000 Penalty: 5376.636230
	Iteration 11F: 3 clusters Score -9213473 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -9215147.000000 Penalty: 5376.636230
	Iteration 12F: 3 clusters Score -9215147 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -9216059.000000 Penalty: 5376.636230
	Iteration 13Q: 3 clusters Score -9216059 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9216458.000000 Penalty: 5376.636230
	Iteration 14Q: 3 clusters Score -9216458 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -9216718.000000 Penalty: 5376.636230
	Iteration 15Q: 3 clusters Score -9216718 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -9216887.000000 Penalty: 5376.636230
	Iteration 16Q: 3 clusters Score -9216887 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -9217016.000000 Penalty: 5376.636230
	Iteration 17Q: 3 clusters Score -9217016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -9217104.000000 Penalty: 5376.636230
	Iteration 18Q: 3 clusters Score -9217104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -9217129.000000 Penalty: 5376.636230
	Iteration 19Q: 3 clusters Score -9217129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -9217161.000000 Penalty: 5376.636230
	Iteration 20F: 3 clusters Score -9217161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9217200.000000 Penalty: 5376.636230
	Iteration 21Q: 3 clusters Score -9217200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -9217218.000000 Penalty: 5376.636230
	Iteration 22Q: 3 clusters Score -9217218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -9217243.000000 Penalty: 5376.636230
	Iteration 23Q: 3 clusters Score -9217243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -9217261.000000 Penalty: 5376.636230
	Iteration 24Q: 3 clusters Score -9217261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -9217273.000000 Penalty: 5376.636230
	Iteration 25Q: 3 clusters Score -9217273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -9217283.000000 Penalty: 5376.636230
	Iteration 26Q: 3 clusters Score -9217283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -9217294.000000 Penalty: 5376.636230
	Iteration 27Q: 3 clusters Score -9217294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -9217301.000000 Penalty: 5376.636230
	Iteration 28Q: 3 clusters Score -9217301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -9217314.000000 Penalty: 5376.636230
	Iteration 29Q: 3 clusters Score -9217314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -9217301.000000 Penalty: 5376.636230
	Iteration 30Q: 3 clusters Score -9217301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -9217306.000000 Penalty: 5376.636230
	Iteration 31Q: 3 clusters Score -9217306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -9217319.000000 Penalty: 5376.636230
	Iteration 32Q: 3 clusters Score -9217319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9217322.000000 Penalty: 5376.636230
	Iteration 33Q: 3 clusters Score -9217322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9217329.000000 Penalty: 5376.636230
	Iteration 34Q: 3 clusters Score -9217329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9217328.000000 Penalty: 5376.636230
	Iteration 35Q: 3 clusters Score -9217328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -9217328.000000 Penalty: 5376.636230
	Iteration 36Q: 3 clusters Score -9217328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -9217328.000000 Penalty: 5376.636230
	Iteration 37F: 3 clusters Score -9217328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -141778.765625 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -141778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -139976.281250 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -139976.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -140265.546875 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -140265.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -140350.234375 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -140350.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -140400.984375 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -140401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -140439.781250 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -140439.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -140476.281250 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -140476.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -140547.609375 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -140547.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -140588.093750 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -140588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -140605.015625 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -140605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -140617.671875 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -140617.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -140622.578125 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -140622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -140625.640625 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -140625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140628.062500 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -140628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140628.062500 Penalty: 3339.176514
	Iteration 13F: 3 clusters Score -140628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Entering Unmasked Estep 
Score: -3013914.500000 Penalty: 2417.693115
	Iteration 0F: 2 clusters Score -3013914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3001728.000000 Penalty: 4835.386230
	Iteration 0F: 3 clusters Score -3001728 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3005850.750000 Penalty: 4835.386230
	Iteration 1F: 3 clusters Score -3005851 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3006430.750000 Penalty: 4835.386230
	Iteration 2F: 3 clusters Score -3006431 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3006928.500000 Penalty: 4835.386230
	Iteration 3F: 3 clusters Score -3006928 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3007417.750000 Penalty: 4835.386230
	Iteration 4F: 3 clusters Score -3007418 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3007859.000000 Penalty: 4835.386230
	Iteration 5Q: 3 clusters Score -3007859 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3008368.750000 Penalty: 4835.386230
	Iteration 6Q: 3 clusters Score -3008369 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3008959.250000 Penalty: 4835.386230
	Iteration 7Q: 3 clusters Score -3008959 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3009666.750000 Penalty: 4835.386230
	Iteration 8F: 3 clusters Score -3009667 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3010380.750000 Penalty: 4835.386230
	Iteration 9Q: 3 clusters Score -3010381 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3010889.250000 Penalty: 4835.386230
	Iteration 10Q: 3 clusters Score -3010889 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3011205.750000 Penalty: 4835.386230
	Iteration 11Q: 3 clusters Score -3011206 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3011459.750000 Penalty: 4835.386230
	Iteration 12Q: 3 clusters Score -3011460 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3011648.750000 Penalty: 4835.386230
	Iteration 13Q: 3 clusters Score -3011649 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -3011824.250000 Penalty: 4835.386230
	Iteration 14Q: 3 clusters Score -3011824 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3012026.750000 Penalty: 4835.386230
	Iteration 15Q: 3 clusters Score -3012027 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3012228.250000 Penalty: 4835.386230
	Iteration 16Q: 3 clusters Score -3012228 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3012407.500000 Penalty: 4835.386230
	Iteration 17Q: 3 clusters Score -3012408 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3012577.500000 Penalty: 4835.386230
	Iteration 18Q: 3 clusters Score -3012578 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3012787.750000 Penalty: 4835.386230
	Iteration 19Q: 3 clusters Score -3012788 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3012969.000000 Penalty: 4835.386230
	Iteration 20F: 3 clusters Score -3012969 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3013107.250000 Penalty: 4835.386230
	Iteration 21Q: 3 clusters Score -3013107 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3013210.000000 Penalty: 4835.386230
	Iteration 22Q: 3 clusters Score -3013210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3013260.500000 Penalty: 4835.386230
	Iteration 23Q: 3 clusters Score -3013260 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3013308.250000 Penalty: 4835.386230
	Iteration 24Q: 3 clusters Score -3013308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3013333.500000 Penalty: 4835.386230
	Iteration 25Q: 3 clusters Score -3013334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3013355.000000 Penalty: 4835.386230
	Iteration 26Q: 3 clusters Score -3013355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3013361.000000 Penalty: 4835.386230
	Iteration 27Q: 3 clusters Score -3013361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3013358.500000 Penalty: 4835.386230
	Iteration 28Q: 3 clusters Score -3013358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3013367.500000 Penalty: 4835.386230
	Iteration 29Q: 3 clusters Score -3013368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3013373.250000 Penalty: 4835.386230
	Iteration 30Q: 3 clusters Score -3013373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3013378.250000 Penalty: 4835.386230
	Iteration 31Q: 3 clusters Score -3013378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3013384.250000 Penalty: 4835.386230
	Iteration 32Q: 3 clusters Score -3013384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3013385.000000 Penalty: 4835.386230
	Iteration 33Q: 3 clusters Score -3013385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3013385.500000 Penalty: 4835.386230
	Iteration 34Q: 3 clusters Score -3013386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3013383.250000 Penalty: 4835.386230
	Iteration 35Q: 3 clusters Score -3013383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3013385.750000 Penalty: 4835.386230
	Iteration 36Q: 3 clusters Score -3013386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3013386.250000 Penalty: 4835.386230
	Iteration 37Q: 3 clusters Score -3013386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3013386.000000 Penalty: 4835.386230
	Iteration 38Q: 3 clusters Score -3013386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3013382.750000 Penalty: 4835.386230
	Iteration 39Q: 3 clusters Score -3013383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3013382.750000 Penalty: 4835.386230
	Iteration 40F: 3 clusters Score -3013383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Entering Unmasked Estep 
Score: -7556893.000000 Penalty: 2642.427979
	Iteration 0F: 2 clusters Score -7556893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -7528564.500000 Penalty: 5284.855957
	Iteration 0F: 3 clusters Score -7528564 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -7539416.500000 Penalty: 5284.855957
	Iteration 1F: 3 clusters Score -7539416 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -7540091.500000 Penalty: 5284.855957
	Iteration 2Q: 3 clusters Score -7540092 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -7540860.500000 Penalty: 5284.855957
	Iteration 3Q: 3 clusters Score -7540860 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -7541868.000000 Penalty: 5284.855957
	Iteration 4F: 3 clusters Score -7541868 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -7543204.000000 Penalty: 5284.855957
	Iteration 5F: 3 clusters Score -7543204 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -7544924.000000 Penalty: 5284.855957
	Iteration 6F: 3 clusters Score -7544924 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -7546678.500000 Penalty: 5284.855957
	Iteration 7F: 3 clusters Score -7546678 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -7548228.500000 Penalty: 5284.855957
	Iteration 8F: 3 clusters Score -7548228 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -7549540.500000 Penalty: 5284.855957
	Iteration 9F: 3 clusters Score -7549540 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -7550643.500000 Penalty: 5284.855957
	Iteration 10Q: 3 clusters Score -7550644 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -7551608.500000 Penalty: 5284.855957
	Iteration 11Q: 3 clusters Score -7551608 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -7552441.000000 Penalty: 5284.855957
	Iteration 12Q: 3 clusters Score -7552441 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7553203.500000 Penalty: 5284.855957
	Iteration 13Q: 3 clusters Score -7553204 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -7553808.000000 Penalty: 5284.855957
	Iteration 14Q: 3 clusters Score -7553808 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7554200.000000 Penalty: 5284.855957
	Iteration 15Q: 3 clusters Score -7554200 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -7554505.500000 Penalty: 5284.855957
	Iteration 16Q: 3 clusters Score -7554506 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7554704.500000 Penalty: 5284.855957
	Iteration 17Q: 3 clusters Score -7554704 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -7554834.000000 Penalty: 5284.855957
	Iteration 18Q: 3 clusters Score -7554834 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7554900.000000 Penalty: 5284.855957
	Iteration 19Q: 3 clusters Score -7554900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7554939.500000 Penalty: 5284.855957
	Iteration 20F: 3 clusters Score -7554940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -7554984.000000 Penalty: 5284.855957
	Iteration 21Q: 3 clusters Score -7554984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -7555029.500000 Penalty: 5284.855957
	Iteration 22Q: 3 clusters Score -7555030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -7555061.000000 Penalty: 5284.855957
	Iteration 23Q: 3 clusters Score -7555061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -7555080.500000 Penalty: 5284.855957
	Iteration 24Q: 3 clusters Score -7555080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -7555107.500000 Penalty: 5284.855957
	Iteration 25Q: 3 clusters Score -7555108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7555107.500000 Penalty: 5284.855957
	Iteration 26Q: 3 clusters Score -7555108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -7555117.500000 Penalty: 5284.855957
	Iteration 27Q: 3 clusters Score -7555118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7555127.500000 Penalty: 5284.855957
	Iteration 28Q: 3 clusters Score -7555128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7555124.000000 Penalty: 5284.855957
	Iteration 29Q: 3 clusters Score -7555124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7555130.000000 Penalty: 5284.855957
	Iteration 30Q: 3 clusters Score -7555130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7555129.000000 Penalty: 5284.855957
	Iteration 31Q: 3 clusters Score -7555129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -7555132.000000 Penalty: 5284.855957
	Iteration 32Q: 3 clusters Score -7555132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -7555129.500000 Penalty: 5284.855957
	Iteration 33Q: 3 clusters Score -7555130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7555131.000000 Penalty: 5284.855957
	Iteration 34Q: 3 clusters Score -7555131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -7555128.500000 Penalty: 5284.855957
	Iteration 35Q: 3 clusters Score -7555128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -7555128.000000 Penalty: 5284.855957
	Iteration 36Q: 3 clusters Score -7555128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7555131.000000 Penalty: 5284.855957
	Iteration 37Q: 3 clusters Score -7555131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -7555131.000000 Penalty: 5284.855957
	Iteration 38Q: 3 clusters Score -7555131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -7555132.000000 Penalty: 5284.855957
	Iteration 39Q: 3 clusters Score -7555132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -7555120.000000 Penalty: 5284.855957
	Iteration 40F: 3 clusters Score -7555120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -7555131.500000 Penalty: 5284.855957
	Iteration 41Q: 3 clusters Score -7555132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -7555135.000000 Penalty: 5284.855957
	Iteration 42Q: 3 clusters Score -7555135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -7555141.500000 Penalty: 5284.855957
	Iteration 43Q: 3 clusters Score -7555142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7555144.500000 Penalty: 5284.855957
	Iteration 44Q: 3 clusters Score -7555144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -7555142.500000 Penalty: 5284.855957
	Iteration 45Q: 3 clusters Score -7555142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -7555145.500000 Penalty: 5284.855957
	Iteration 46Q: 3 clusters Score -7555146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -7555145.500000 Penalty: 5284.855957
	Iteration 47F: 3 clusters Score -7555146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Entering Unmasked Estep 
Score: -10463677.000000 Penalty: 2720.557373
	Iteration 0F: 2 clusters Score -1.046368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -10432935.000000 Penalty: 5441.114746
	Iteration 0F: 3 clusters Score -1.043294e+07 nChanged 26796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -10447768.000000 Penalty: 5441.114746
	Iteration 1F: 3 clusters Score -1.044777e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -10448363.000000 Penalty: 5441.114746
	Iteration 2Q: 3 clusters Score -1.044836e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -10449009.000000 Penalty: 5441.114746
	Iteration 3Q: 3 clusters Score -1.044901e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -10449789.000000 Penalty: 5441.114746
	Iteration 4Q: 3 clusters Score -1.044979e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -10450538.000000 Penalty: 5441.114746
	Iteration 5Q: 3 clusters Score -1.045054e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -10451525.000000 Penalty: 5441.114746
	Iteration 6Q: 3 clusters Score -1.045152e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -10452798.000000 Penalty: 5441.114746
	Iteration 7Q: 3 clusters Score -1.04528e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -10454383.000000 Penalty: 5441.114746
	Iteration 8F: 3 clusters Score -1.045438e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -10456028.000000 Penalty: 5441.114746
	Iteration 9F: 3 clusters Score -1.045603e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -10457483.000000 Penalty: 5441.114746
	Iteration 10F: 3 clusters Score -1.045748e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -10458523.000000 Penalty: 5441.114746
	Iteration 11F: 3 clusters Score -1.045852e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -10459258.000000 Penalty: 5441.114746
	Iteration 12Q: 3 clusters Score -1.045926e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -10459674.000000 Penalty: 5441.114746
	Iteration 13Q: 3 clusters Score -1.045967e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -10460134.000000 Penalty: 5441.114746
	Iteration 14Q: 3 clusters Score -1.046013e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -10460525.000000 Penalty: 5441.114746
	Iteration 15Q: 3 clusters Score -1.046052e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -10460769.000000 Penalty: 5441.114746
	Iteration 16Q: 3 clusters Score -1.046077e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -10460969.000000 Penalty: 5441.114746
	Iteration 17Q: 3 clusters Score -1.046097e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -10461083.000000 Penalty: 5441.114746
	Iteration 18Q: 3 clusters Score -1.046108e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -10461152.000000 Penalty: 5441.114746
	Iteration 19Q: 3 clusters Score -1.046115e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -10461208.000000 Penalty: 5441.114746
	Iteration 20F: 3 clusters Score -1.046121e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -10461234.000000 Penalty: 5441.114746
	Iteration 21Q: 3 clusters Score -1.046123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -10461281.000000 Penalty: 5441.114746
	Iteration 22Q: 3 clusters Score -1.046128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -10461292.000000 Penalty: 5441.114746
	Iteration 23Q: 3 clusters Score -1.046129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -10461308.000000 Penalty: 5441.114746
	Iteration 24Q: 3 clusters Score -1.046131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -10461320.000000 Penalty: 5441.114746
	Iteration 25Q: 3 clusters Score -1.046132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -10461331.000000 Penalty: 5441.114746
	Iteration 26Q: 3 clusters Score -1.046133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -10461343.000000 Penalty: 5441.114746
	Iteration 27Q: 3 clusters Score -1.046134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -10461372.000000 Penalty: 5441.114746
	Iteration 28Q: 3 clusters Score -1.046137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -10461380.000000 Penalty: 5441.114746
	Iteration 29Q: 3 clusters Score -1.046138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -10461384.000000 Penalty: 5441.114746
	Iteration 30Q: 3 clusters Score -1.046138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -10461385.000000 Penalty: 5441.114746
	Iteration 31Q: 3 clusters Score -1.046138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -10461384.000000 Penalty: 5441.114746
	Iteration 32Q: 3 clusters Score -1.046138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -10461379.000000 Penalty: 5441.114746
	Iteration 33Q: 3 clusters Score -1.046138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -10461384.000000 Penalty: 5441.114746
	Iteration 34Q: 3 clusters Score -1.046138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -10461385.000000 Penalty: 5441.114746
	Iteration 35Q: 3 clusters Score -1.046138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -10461380.000000 Penalty: 5441.114746
	Iteration 36Q: 3 clusters Score -1.046138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -10461387.000000 Penalty: 5441.114746
	Iteration 37Q: 3 clusters Score -1.046139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -10461392.000000 Penalty: 5441.114746
	Iteration 38Q: 3 clusters Score -1.046139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -10461392.000000 Penalty: 5441.114746
	Iteration 39F: 3 clusters Score -1.046139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -765485.312500 Penalty: 2074.108887
	Iteration 0F: 2 clusters Score -765485.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -761390.812500 Penalty: 4148.217773
	Iteration 0F: 3 clusters Score -761390.8 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -762270.875000 Penalty: 4148.217773
	Iteration 1F: 3 clusters Score -762270.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -762456.125000 Penalty: 4148.217773
	Iteration 2F: 3 clusters Score -762456.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -762578.250000 Penalty: 4148.217773
	Iteration 3Q: 3 clusters Score -762578.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -762657.562500 Penalty: 4148.217773
	Iteration 4Q: 3 clusters Score -762657.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -762709.187500 Penalty: 4148.217773
	Iteration 5Q: 3 clusters Score -762709.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -762755.687500 Penalty: 4148.217773
	Iteration 6Q: 3 clusters Score -762755.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -762781.312500 Penalty: 4148.217773
	Iteration 7Q: 3 clusters Score -762781.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -762801.812500 Penalty: 4148.217773
	Iteration 8Q: 3 clusters Score -762801.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -762821.062500 Penalty: 4148.217773
	Iteration 9Q: 3 clusters Score -762821.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -762838.312500 Penalty: 4148.217773
	Iteration 10Q: 3 clusters Score -762838.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -762855.312500 Penalty: 4148.217773
	Iteration 11Q: 3 clusters Score -762855.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -762869.750000 Penalty: 4148.217773
	Iteration 12Q: 3 clusters Score -762869.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -762884.062500 Penalty: 4148.217773
	Iteration 13Q: 3 clusters Score -762884.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -762900.687500 Penalty: 4148.217773
	Iteration 14Q: 3 clusters Score -762900.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -762910.312500 Penalty: 4148.217773
	Iteration 15Q: 3 clusters Score -762910.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -762917.750000 Penalty: 4148.217773
	Iteration 16Q: 3 clusters Score -762917.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -762925.687500 Penalty: 4148.217773
	Iteration 17Q: 3 clusters Score -762925.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -762938.937500 Penalty: 4148.217773
	Iteration 18Q: 3 clusters Score -762938.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -762948.812500 Penalty: 4148.217773
	Iteration 19Q: 3 clusters Score -762948.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -762964.312500 Penalty: 4148.217773
	Iteration 20F: 3 clusters Score -762964.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -762982.875000 Penalty: 4148.217773
	Iteration 21Q: 3 clusters Score -762982.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -762997.875000 Penalty: 4148.217773
	Iteration 22Q: 3 clusters Score -762997.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -763015.875000 Penalty: 4148.217773
	Iteration 23Q: 3 clusters Score -763015.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -763033.875000 Penalty: 4148.217773
	Iteration 24Q: 3 clusters Score -763033.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -763051.437500 Penalty: 4148.217773
	Iteration 25Q: 3 clusters Score -763051.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -763072.437500 Penalty: 4148.217773
	Iteration 26Q: 3 clusters Score -763072.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -763094.312500 Penalty: 4148.217773
	Iteration 27Q: 3 clusters Score -763094.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -763120.125000 Penalty: 4148.217773
	Iteration 28Q: 3 clusters Score -763120.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -763139.062500 Penalty: 4148.217773
	Iteration 29Q: 3 clusters Score -763139.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -763150.312500 Penalty: 4148.217773
	Iteration 30Q: 3 clusters Score -763150.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -763166.625000 Penalty: 4148.217773
	Iteration 31Q: 3 clusters Score -763166.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -763180.000000 Penalty: 4148.217773
	Iteration 32Q: 3 clusters Score -763180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -763194.187500 Penalty: 4148.217773
	Iteration 33Q: 3 clusters Score -763194.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -763207.062500 Penalty: 4148.217773
	Iteration 34Q: 3 clusters Score -763207.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -763220.625000 Penalty: 4148.217773
	Iteration 35Q: 3 clusters Score -763220.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -763234.000000 Penalty: 4148.217773
	Iteration 36Q: 3 clusters Score -763234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -763249.250000 Penalty: 4148.217773
	Iteration 37Q: 3 clusters Score -763249.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -763264.875000 Penalty: 4148.217773
	Iteration 38Q: 3 clusters Score -763264.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -763277.687500 Penalty: 4148.217773
	Iteration 39Q: 3 clusters Score -763277.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -763288.687500 Penalty: 4148.217773
	Iteration 40F: 3 clusters Score -763288.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -763297.375000 Penalty: 4148.217773
	Iteration 41Q: 3 clusters Score -763297.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -763302.625000 Penalty: 4148.217773
	Iteration 42Q: 3 clusters Score -763302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -763305.875000 Penalty: 4148.217773
	Iteration 43Q: 3 clusters Score -763305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -763311.250000 Penalty: 4148.217773
	Iteration 44Q: 3 clusters Score -763311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -763315.812500 Penalty: 4148.217773
	Iteration 45Q: 3 clusters Score -763315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -763320.375000 Penalty: 4148.217773
	Iteration 46Q: 3 clusters Score -763320.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -763324.937500 Penalty: 4148.217773
	Iteration 47Q: 3 clusters Score -763324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -763329.250000 Penalty: 4148.217773
	Iteration 48Q: 3 clusters Score -763329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -763332.375000 Penalty: 4148.217773
	Iteration 49Q: 3 clusters Score -763332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -763336.937500 Penalty: 4148.217773
	Iteration 50Q: 3 clusters Score -763336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -763339.500000 Penalty: 4148.217773
	Iteration 51Q: 3 clusters Score -763339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -763341.375000 Penalty: 4148.217773
	Iteration 52Q: 3 clusters Score -763341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -763346.125000 Penalty: 4148.217773
	Iteration 53Q: 3 clusters Score -763346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -763348.187500 Penalty: 4148.217773
	Iteration 54Q: 3 clusters Score -763348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -763351.687500 Penalty: 4148.217773
	Iteration 55Q: 3 clusters Score -763351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -763351.875000 Penalty: 4148.217773
	Iteration 56Q: 3 clusters Score -763351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -763353.500000 Penalty: 4148.217773
	Iteration 57Q: 3 clusters Score -763353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -763353.812500 Penalty: 4148.217773
	Iteration 58Q: 3 clusters Score -763353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -763353.937500 Penalty: 4148.217773
	Iteration 59Q: 3 clusters Score -763353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -763354.812500 Penalty: 4148.217773
	Iteration 60F: 3 clusters Score -763354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -763354.750000 Penalty: 4148.217773
	Iteration 61Q: 3 clusters Score -763354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -763357.437500 Penalty: 4148.217773
	Iteration 62Q: 3 clusters Score -763357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -763358.875000 Penalty: 4148.217773
	Iteration 63Q: 3 clusters Score -763358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -763359.375000 Penalty: 4148.217773
	Iteration 64Q: 3 clusters Score -763359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -763360.375000 Penalty: 4148.217773
	Iteration 65Q: 3 clusters Score -763360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -763362.562500 Penalty: 4148.217773
	Iteration 66Q: 3 clusters Score -763362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -763365.062500 Penalty: 4148.217773
	Iteration 67Q: 3 clusters Score -763365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -763368.062500 Penalty: 4148.217773
	Iteration 68Q: 3 clusters Score -763368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -763369.062500 Penalty: 4148.217773
	Iteration 69Q: 3 clusters Score -763369.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -763372.812500 Penalty: 4148.217773
	Iteration 70Q: 3 clusters Score -763372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -763374.937500 Penalty: 4148.217773
	Iteration 71Q: 3 clusters Score -763374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -763376.500000 Penalty: 4148.217773
	Iteration 72Q: 3 clusters Score -763376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -763377.750000 Penalty: 4148.217773
	Iteration 73Q: 3 clusters Score -763377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -763380.312500 Penalty: 4148.217773
	Iteration 74Q: 3 clusters Score -763380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -763380.312500 Penalty: 4148.217773
	Iteration 75F: 3 clusters Score -763380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Entering Unmasked Estep 
Score: -9098169.000000 Penalty: 2685.369873
	Iteration 0F: 2 clusters Score -9098169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -9066130.000000 Penalty: 5370.739746
	Iteration 0F: 3 clusters Score -9066130 nChanged 23310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -9079147.000000 Penalty: 5370.739746
	Iteration 1F: 3 clusters Score -9079147 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -9079699.000000 Penalty: 5370.739746
	Iteration 2Q: 3 clusters Score -9079699 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -9080212.000000 Penalty: 5370.739746
	Iteration 3Q: 3 clusters Score -9080212 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -9080699.000000 Penalty: 5370.739746
	Iteration 4Q: 3 clusters Score -9080699 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -9081280.000000 Penalty: 5370.739746
	Iteration 5Q: 3 clusters Score -9081280 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -9081923.000000 Penalty: 5370.739746
	Iteration 6Q: 3 clusters Score -9081923 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -9082602.000000 Penalty: 5370.739746
	Iteration 7Q: 3 clusters Score -9082602 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -9083324.000000 Penalty: 5370.739746
	Iteration 8Q: 3 clusters Score -9083324 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -9084101.000000 Penalty: 5370.739746
	Iteration 9Q: 3 clusters Score -9084101 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -9084832.000000 Penalty: 5370.739746
	Iteration 10Q: 3 clusters Score -9084832 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -9085630.000000 Penalty: 5370.739746
	Iteration 11Q: 3 clusters Score -9085630 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -9086493.000000 Penalty: 5370.739746
	Iteration 12Q: 3 clusters Score -9086493 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -9087387.000000 Penalty: 5370.739746
	Iteration 13Q: 3 clusters Score -9087387 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -9088213.000000 Penalty: 5370.739746
	Iteration 14Q: 3 clusters Score -9088213 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -9089109.000000 Penalty: 5370.739746
	Iteration 15Q: 3 clusters Score -9089109 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -9090065.000000 Penalty: 5370.739746
	Iteration 16Q: 3 clusters Score -9090065 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -9090899.000000 Penalty: 5370.739746
	Iteration 17Q: 3 clusters Score -9090899 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -9091571.000000 Penalty: 5370.739746
	Iteration 18Q: 3 clusters Score -9091571 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -9092000.000000 Penalty: 5370.739746
	Iteration 19Q: 3 clusters Score -9092000 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -9092392.000000 Penalty: 5370.739746
	Iteration 20F: 3 clusters Score -9092392 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -9092757.000000 Penalty: 5370.739746
	Iteration 21Q: 3 clusters Score -9092757 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -9093129.000000 Penalty: 5370.739746
	Iteration 22Q: 3 clusters Score -9093129 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -9093542.000000 Penalty: 5370.739746
	Iteration 23Q: 3 clusters Score -9093542 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -9093857.000000 Penalty: 5370.739746
	Iteration 24Q: 3 clusters Score -9093857 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -9094216.000000 Penalty: 5370.739746
	Iteration 25Q: 3 clusters Score -9094216 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -9094563.000000 Penalty: 5370.739746
	Iteration 26Q: 3 clusters Score -9094563 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9094967.000000 Penalty: 5370.739746
	Iteration 27Q: 3 clusters Score -9094967 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9095324.000000 Penalty: 5370.739746
	Iteration 28Q: 3 clusters Score -9095324 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -9095552.000000 Penalty: 5370.739746
	Iteration 29Q: 3 clusters Score -9095552 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -9095728.000000 Penalty: 5370.739746
	Iteration 30Q: 3 clusters Score -9095728 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9095888.000000 Penalty: 5370.739746
	Iteration 31Q: 3 clusters Score -9095888 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9095973.000000 Penalty: 5370.739746
	Iteration 32Q: 3 clusters Score -9095973 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9096006.000000 Penalty: 5370.739746
	Iteration 33Q: 3 clusters Score -9096006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9096089.000000 Penalty: 5370.739746
	Iteration 34Q: 3 clusters Score -9096089 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9096131.000000 Penalty: 5370.739746
	Iteration 35Q: 3 clusters Score -9096131 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9096182.000000 Penalty: 5370.739746
	Iteration 36Q: 3 clusters Score -9096182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9096210.000000 Penalty: 5370.739746
	Iteration 37Q: 3 clusters Score -9096210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9096234.000000 Penalty: 5370.739746
	Iteration 38Q: 3 clusters Score -9096234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9096233.000000 Penalty: 5370.739746
	Iteration 39Q: 3 clusters Score -9096233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9096233.000000 Penalty: 5370.739746
	Iteration 40F: 3 clusters Score -9096233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9096246.000000 Penalty: 5370.739746
	Iteration 41Q: 3 clusters Score -9096246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9096263.000000 Penalty: 5370.739746
	Iteration 42Q: 3 clusters Score -9096263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9096266.000000 Penalty: 5370.739746
	Iteration 43Q: 3 clusters Score -9096266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9096272.000000 Penalty: 5370.739746
	Iteration 44Q: 3 clusters Score -9096272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9096284.000000 Penalty: 5370.739746
	Iteration 45Q: 3 clusters Score -9096284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9096285.000000 Penalty: 5370.739746
	Iteration 46Q: 3 clusters Score -9096285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9096288.000000 Penalty: 5370.739746
	Iteration 47Q: 3 clusters Score -9096288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9096308.000000 Penalty: 5370.739746
	Iteration 48Q: 3 clusters Score -9096308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9096301.000000 Penalty: 5370.739746
	Iteration 49Q: 3 clusters Score -9096301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9096311.000000 Penalty: 5370.739746
	Iteration 50Q: 3 clusters Score -9096311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9096319.000000 Penalty: 5370.739746
	Iteration 51Q: 3 clusters Score -9096319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9096318.000000 Penalty: 5370.739746
	Iteration 52Q: 3 clusters Score -9096318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9096319.000000 Penalty: 5370.739746
	Iteration 53Q: 3 clusters Score -9096319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9096314.000000 Penalty: 5370.739746
	Iteration 54Q: 3 clusters Score -9096314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9096318.000000 Penalty: 5370.739746
	Iteration 55Q: 3 clusters Score -9096318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9096320.000000 Penalty: 5370.739746
	Iteration 56Q: 3 clusters Score -9096320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9096318.000000 Penalty: 5370.739746
	Iteration 57Q: 3 clusters Score -9096318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9096313.000000 Penalty: 5370.739746
	Iteration 58Q: 3 clusters Score -9096313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9096318.000000 Penalty: 5370.739746
	Iteration 59Q: 3 clusters Score -9096318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9096318.000000 Penalty: 5370.739746
	Iteration 60F: 3 clusters Score -9096318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Entering Unmasked Estep 
Score: -8894564.000000 Penalty: 2679.289795
	Iteration 0F: 2 clusters Score -8894564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -8863692.000000 Penalty: 5358.579590
	Iteration 0F: 3 clusters Score -8863692 nChanged 22667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -8876431.000000 Penalty: 5358.579590
	Iteration 1F: 3 clusters Score -8876431 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8876997.000000 Penalty: 5358.579590
	Iteration 2Q: 3 clusters Score -8876997 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -8877602.000000 Penalty: 5358.579590
	Iteration 3Q: 3 clusters Score -8877602 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -8878340.000000 Penalty: 5358.579590
	Iteration 4Q: 3 clusters Score -8878340 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -8879335.000000 Penalty: 5358.579590
	Iteration 5Q: 3 clusters Score -8879335 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -8880629.000000 Penalty: 5358.579590
	Iteration 6F: 3 clusters Score -8880629 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -8882331.000000 Penalty: 5358.579590
	Iteration 7F: 3 clusters Score -8882331 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -8884502.000000 Penalty: 5358.579590
	Iteration 8F: 3 clusters Score -8884502 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -8886929.000000 Penalty: 5358.579590
	Iteration 9F: 3 clusters Score -8886929 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8888993.000000 Penalty: 5358.579590
	Iteration 10F: 3 clusters Score -8888993 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8890532.000000 Penalty: 5358.579590
	Iteration 11Q: 3 clusters Score -8890532 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8891381.000000 Penalty: 5358.579590
	Iteration 12Q: 3 clusters Score -8891381 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8891833.000000 Penalty: 5358.579590
	Iteration 13Q: 3 clusters Score -8891833 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8892071.000000 Penalty: 5358.579590
	Iteration 14Q: 3 clusters Score -8892071 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8892175.000000 Penalty: 5358.579590
	Iteration 15Q: 3 clusters Score -8892175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8892241.000000 Penalty: 5358.579590
	Iteration 16Q: 3 clusters Score -8892241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8892271.000000 Penalty: 5358.579590
	Iteration 17Q: 3 clusters Score -8892271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8892280.000000 Penalty: 5358.579590
	Iteration 18Q: 3 clusters Score -8892280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8892299.000000 Penalty: 5358.579590
	Iteration 19Q: 3 clusters Score -8892299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8892309.000000 Penalty: 5358.579590
	Iteration 20F: 3 clusters Score -8892309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8892316.000000 Penalty: 5358.579590
	Iteration 21Q: 3 clusters Score -8892316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8892308.000000 Penalty: 5358.579590
	Iteration 22Q: 3 clusters Score -8892308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8892315.000000 Penalty: 5358.579590
	Iteration 23Q: 3 clusters Score -8892315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8892323.000000 Penalty: 5358.579590
	Iteration 24Q: 3 clusters Score -8892323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8892320.000000 Penalty: 5358.579590
	Iteration 25Q: 3 clusters Score -8892320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8892316.000000 Penalty: 5358.579590
	Iteration 26Q: 3 clusters Score -8892316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8892327.000000 Penalty: 5358.579590
	Iteration 27Q: 3 clusters Score -8892327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8892332.000000 Penalty: 5358.579590
	Iteration 28Q: 3 clusters Score -8892332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8892338.000000 Penalty: 5358.579590
	Iteration 29Q: 3 clusters Score -8892338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8892340.000000 Penalty: 5358.579590
	Iteration 30Q: 3 clusters Score -8892340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8892345.000000 Penalty: 5358.579590
	Iteration 31Q: 3 clusters Score -8892345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8892347.000000 Penalty: 5358.579590
	Iteration 32Q: 3 clusters Score -8892347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8892347.000000 Penalty: 5358.579590
	Iteration 33F: 3 clusters Score -8892347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Entering Unmasked Estep 
Score: -7993208.000000 Penalty: 2652.985107
	Iteration 0F: 2 clusters Score -7993208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -7964363.500000 Penalty: 5305.970215
	Iteration 0F: 3 clusters Score -7964364 nChanged 20410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -7975462.500000 Penalty: 5305.970215
	Iteration 1F: 3 clusters Score -7975462 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -7976043.500000 Penalty: 5305.970215
	Iteration 2Q: 3 clusters Score -7976044 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7976720.500000 Penalty: 5305.970215
	Iteration 3Q: 3 clusters Score -7976720 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -7977493.000000 Penalty: 5305.970215
	Iteration 4Q: 3 clusters Score -7977493 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7978499.500000 Penalty: 5305.970215
	Iteration 5Q: 3 clusters Score -7978500 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -7979857.000000 Penalty: 5305.970215
	Iteration 6Q: 3 clusters Score -7979857 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -7981474.000000 Penalty: 5305.970215
	Iteration 7F: 3 clusters Score -7981474 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -7983312.500000 Penalty: 5305.970215
	Iteration 8F: 3 clusters Score -7983312 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -7984896.500000 Penalty: 5305.970215
	Iteration 9F: 3 clusters Score -7984896 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -7986135.500000 Penalty: 5305.970215
	Iteration 10Q: 3 clusters Score -7986136 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -7986973.000000 Penalty: 5305.970215
	Iteration 11Q: 3 clusters Score -7986973 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -7987463.500000 Penalty: 5305.970215
	Iteration 12Q: 3 clusters Score -7987464 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -7987751.500000 Penalty: 5305.970215
	Iteration 13Q: 3 clusters Score -7987752 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -7987940.000000 Penalty: 5305.970215
	Iteration 14Q: 3 clusters Score -7987940 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -7988084.000000 Penalty: 5305.970215
	Iteration 15Q: 3 clusters Score -7988084 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -7988188.000000 Penalty: 5305.970215
	Iteration 16Q: 3 clusters Score -7988188 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -7988314.500000 Penalty: 5305.970215
	Iteration 17Q: 3 clusters Score -7988314 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -7988436.500000 Penalty: 5305.970215
	Iteration 18Q: 3 clusters Score -7988436 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -7988552.000000 Penalty: 5305.970215
	Iteration 19Q: 3 clusters Score -7988552 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -7988642.000000 Penalty: 5305.970215
	Iteration 20F: 3 clusters Score -7988642 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -7988727.000000 Penalty: 5305.970215
	Iteration 21Q: 3 clusters Score -7988727 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -7988799.000000 Penalty: 5305.970215
	Iteration 22Q: 3 clusters Score -7988799 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -7988892.500000 Penalty: 5305.970215
	Iteration 23Q: 3 clusters Score -7988892 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -7989009.500000 Penalty: 5305.970215
	Iteration 24Q: 3 clusters Score -7989010 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -7989104.500000 Penalty: 5305.970215
	Iteration 25Q: 3 clusters Score -7989104 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -7989209.500000 Penalty: 5305.970215
	Iteration 26Q: 3 clusters Score -7989210 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -7989268.000000 Penalty: 5305.970215
	Iteration 27Q: 3 clusters Score -7989268 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -7989340.000000 Penalty: 5305.970215
	Iteration 28Q: 3 clusters Score -7989340 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -7989421.500000 Penalty: 5305.970215
	Iteration 29Q: 3 clusters Score -7989422 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -7989453.000000 Penalty: 5305.970215
	Iteration 30Q: 3 clusters Score -7989453 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -7989497.000000 Penalty: 5305.970215
	Iteration 31Q: 3 clusters Score -7989497 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -7989550.000000 Penalty: 5305.970215
	Iteration 32Q: 3 clusters Score -7989550 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -7989593.000000 Penalty: 5305.970215
	Iteration 33Q: 3 clusters Score -7989593 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -7989630.500000 Penalty: 5305.970215
	Iteration 34Q: 3 clusters Score -7989630 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -7989684.000000 Penalty: 5305.970215
	Iteration 35Q: 3 clusters Score -7989684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -7989718.000000 Penalty: 5305.970215
	Iteration 36Q: 3 clusters Score -7989718 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -7989738.000000 Penalty: 5305.970215
	Iteration 37Q: 3 clusters Score -7989738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -7989809.000000 Penalty: 5305.970215
	Iteration 38Q: 3 clusters Score -7989809 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -7989834.500000 Penalty: 5305.970215
	Iteration 39Q: 3 clusters Score -7989834 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -7989882.500000 Penalty: 5305.970215
	Iteration 40F: 3 clusters Score -7989882 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -7989916.000000 Penalty: 5305.970215
	Iteration 41Q: 3 clusters Score -7989916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -7989980.000000 Penalty: 5305.970215
	Iteration 42Q: 3 clusters Score -7989980 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -7990001.000000 Penalty: 5305.970215
	Iteration 43Q: 3 clusters Score -7990001 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -7990042.000000 Penalty: 5305.970215
	Iteration 44Q: 3 clusters Score -7990042 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7990065.500000 Penalty: 5305.970215
	Iteration 45Q: 3 clusters Score -7990066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -7990110.500000 Penalty: 5305.970215
	Iteration 46Q: 3 clusters Score -7990110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -7990143.500000 Penalty: 5305.970215
	Iteration 47Q: 3 clusters Score -7990144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -7990192.500000 Penalty: 5305.970215
	Iteration 48Q: 3 clusters Score -7990192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -7990221.500000 Penalty: 5305.970215
	Iteration 49Q: 3 clusters Score -7990222 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7990258.500000 Penalty: 5305.970215
	Iteration 50Q: 3 clusters Score -7990258 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -7990296.000000 Penalty: 5305.970215
	Iteration 51Q: 3 clusters Score -7990296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7990297.000000 Penalty: 5305.970215
	Iteration 52Q: 3 clusters Score -7990297 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -7990355.500000 Penalty: 5305.970215
	Iteration 53Q: 3 clusters Score -7990356 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -7990398.500000 Penalty: 5305.970215
	Iteration 54Q: 3 clusters Score -7990398 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7990467.000000 Penalty: 5305.970215
	Iteration 55Q: 3 clusters Score -7990467 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7990494.000000 Penalty: 5305.970215
	Iteration 56Q: 3 clusters Score -7990494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -7990549.000000 Penalty: 5305.970215
	Iteration 57Q: 3 clusters Score -7990549 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -7990584.000000 Penalty: 5305.970215
	Iteration 58Q: 3 clusters Score -7990584 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -7990641.000000 Penalty: 5305.970215
	Iteration 59Q: 3 clusters Score -7990641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7990689.500000 Penalty: 5305.970215
	Iteration 60F: 3 clusters Score -7990690 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7990743.000000 Penalty: 5305.970215
	Iteration 61Q: 3 clusters Score -7990743 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -7990808.500000 Penalty: 5305.970215
	Iteration 62Q: 3 clusters Score -7990808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7990833.500000 Penalty: 5305.970215
	Iteration 63Q: 3 clusters Score -7990834 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7990863.500000 Penalty: 5305.970215
	Iteration 64Q: 3 clusters Score -7990864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -7990895.500000 Penalty: 5305.970215
	Iteration 65Q: 3 clusters Score -7990896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7990933.500000 Penalty: 5305.970215
	Iteration 66Q: 3 clusters Score -7990934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -7990958.500000 Penalty: 5305.970215
	Iteration 67Q: 3 clusters Score -7990958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7990979.500000 Penalty: 5305.970215
	Iteration 68Q: 3 clusters Score -7990980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7991004.000000 Penalty: 5305.970215
	Iteration 69Q: 3 clusters Score -7991004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7990997.000000 Penalty: 5305.970215
	Iteration 70Q: 3 clusters Score -7990997 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7991006.500000 Penalty: 5305.970215
	Iteration 71Q: 3 clusters Score -7991006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7991041.000000 Penalty: 5305.970215
	Iteration 72Q: 3 clusters Score -7991041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7991081.000000 Penalty: 5305.970215
	Iteration 73Q: 3 clusters Score -7991081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7991090.000000 Penalty: 5305.970215
	Iteration 74Q: 3 clusters Score -7991090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7991100.000000 Penalty: 5305.970215
	Iteration 75Q: 3 clusters Score -7991100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7991123.500000 Penalty: 5305.970215
	Iteration 76Q: 3 clusters Score -7991124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7991137.500000 Penalty: 5305.970215
	Iteration 77Q: 3 clusters Score -7991138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7991145.500000 Penalty: 5305.970215
	Iteration 78Q: 3 clusters Score -7991146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7991171.000000 Penalty: 5305.970215
	Iteration 79Q: 3 clusters Score -7991171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7991170.500000 Penalty: 5305.970215
	Iteration 80F: 3 clusters Score -7991170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7991179.000000 Penalty: 5305.970215
	Iteration 81Q: 3 clusters Score -7991179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -7991200.000000 Penalty: 5305.970215
	Iteration 82Q: 3 clusters Score -7991200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7991212.000000 Penalty: 5305.970215
	Iteration 83Q: 3 clusters Score -7991212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7991215.000000 Penalty: 5305.970215
	Iteration 84Q: 3 clusters Score -7991215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7991222.000000 Penalty: 5305.970215
	Iteration 85Q: 3 clusters Score -7991222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7991247.500000 Penalty: 5305.970215
	Iteration 86Q: 3 clusters Score -7991248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7991270.500000 Penalty: 5305.970215
	Iteration 87Q: 3 clusters Score -7991270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7991265.000000 Penalty: 5305.970215
	Iteration 88Q: 3 clusters Score -7991265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7991281.500000 Penalty: 5305.970215
	Iteration 89Q: 3 clusters Score -7991282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7991285.500000 Penalty: 5305.970215
	Iteration 90Q: 3 clusters Score -7991286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7991288.000000 Penalty: 5305.970215
	Iteration 91Q: 3 clusters Score -7991288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7991296.000000 Penalty: 5305.970215
	Iteration 92Q: 3 clusters Score -7991296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7991298.000000 Penalty: 5305.970215
	Iteration 93Q: 3 clusters Score -7991298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7991308.000000 Penalty: 5305.970215
	Iteration 94Q: 3 clusters Score -7991308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7991316.000000 Penalty: 5305.970215
	Iteration 95Q: 3 clusters Score -7991316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7991311.000000 Penalty: 5305.970215
	Iteration 96Q: 3 clusters Score -7991311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7991320.500000 Penalty: 5305.970215
	Iteration 97Q: 3 clusters Score -7991320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7991325.500000 Penalty: 5305.970215
	Iteration 98Q: 3 clusters Score -7991326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7991326.500000 Penalty: 5305.970215
	Iteration 99Q: 3 clusters Score -7991326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7991331.500000 Penalty: 5305.970215
	Iteration 100F: 3 clusters Score -7991332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7991340.500000 Penalty: 5305.970215
	Iteration 101Q: 3 clusters Score -7991340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7991341.500000 Penalty: 5305.970215
	Iteration 102Q: 3 clusters Score -7991342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7991340.500000 Penalty: 5305.970215
	Iteration 103Q: 3 clusters Score -7991340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7991337.000000 Penalty: 5305.970215
	Iteration 104Q: 3 clusters Score -7991337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7991346.000000 Penalty: 5305.970215
	Iteration 105Q: 3 clusters Score -7991346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7991344.500000 Penalty: 5305.970215
	Iteration 106Q: 3 clusters Score -7991344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7991354.500000 Penalty: 5305.970215
	Iteration 107Q: 3 clusters Score -7991354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7991358.500000 Penalty: 5305.970215
	Iteration 108Q: 3 clusters Score -7991358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7991354.000000 Penalty: 5305.970215
	Iteration 109Q: 3 clusters Score -7991354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7991351.000000 Penalty: 5305.970215
	Iteration 110Q: 3 clusters Score -7991351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7991360.000000 Penalty: 5305.970215
	Iteration 111Q: 3 clusters Score -7991360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7991363.500000 Penalty: 5305.970215
	Iteration 112Q: 3 clusters Score -7991364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7991366.500000 Penalty: 5305.970215
	Iteration 113Q: 3 clusters Score -7991366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7991366.500000 Penalty: 5305.970215
	Iteration 114Q: 3 clusters Score -7991366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7991370.500000 Penalty: 5305.970215
	Iteration 115Q: 3 clusters Score -7991370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7991372.000000 Penalty: 5305.970215
	Iteration 116Q: 3 clusters Score -7991372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7991377.000000 Penalty: 5305.970215
	Iteration 117Q: 3 clusters Score -7991377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7991383.000000 Penalty: 5305.970215
	Iteration 118Q: 3 clusters Score -7991383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7991378.500000 Penalty: 5305.970215
	Iteration 119Q: 3 clusters Score -7991378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7991383.000000 Penalty: 5305.970215
	Iteration 120F: 3 clusters Score -7991383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7991374.000000 Penalty: 5305.970215
	Iteration 121Q: 3 clusters Score -7991374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7991376.000000 Penalty: 5305.970215
	Iteration 122Q: 3 clusters Score -7991376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7991378.500000 Penalty: 5305.970215
	Iteration 123Q: 3 clusters Score -7991378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7991383.000000 Penalty: 5305.970215
	Iteration 124Q: 3 clusters Score -7991383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7991377.000000 Penalty: 5305.970215
	Iteration 125Q: 3 clusters Score -7991377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7991381.500000 Penalty: 5305.970215
	Iteration 126Q: 3 clusters Score -7991382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7991390.500000 Penalty: 5305.970215
	Iteration 127Q: 3 clusters Score -7991390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7991390.500000 Penalty: 5305.970215
	Iteration 128Q: 3 clusters Score -7991390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7991410.000000 Penalty: 5305.970215
	Iteration 129Q: 3 clusters Score -7991410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7991418.500000 Penalty: 5305.970215
	Iteration 130Q: 3 clusters Score -7991418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7991411.000000 Penalty: 5305.970215
	Iteration 131Q: 3 clusters Score -7991411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7991415.000000 Penalty: 5305.970215
	Iteration 132Q: 3 clusters Score -7991415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7991417.000000 Penalty: 5305.970215
	Iteration 133Q: 3 clusters Score -7991417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7991418.000000 Penalty: 5305.970215
	Iteration 134Q: 3 clusters Score -7991418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7991414.500000 Penalty: 5305.970215
	Iteration 135Q: 3 clusters Score -7991414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7991419.500000 Penalty: 5305.970215
	Iteration 136Q: 3 clusters Score -7991420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7991426.500000 Penalty: 5305.970215
	Iteration 137Q: 3 clusters Score -7991426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7991427.500000 Penalty: 5305.970215
	Iteration 138Q: 3 clusters Score -7991428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7991436.500000 Penalty: 5305.970215
	Iteration 139Q: 3 clusters Score -7991436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7991443.500000 Penalty: 5305.970215
	Iteration 140F: 3 clusters Score -7991444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7991437.000000 Penalty: 5305.970215
	Iteration 141Q: 3 clusters Score -7991437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7991440.500000 Penalty: 5305.970215
	Iteration 142Q: 3 clusters Score -7991440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7991439.500000 Penalty: 5305.970215
	Iteration 143Q: 3 clusters Score -7991440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7991439.500000 Penalty: 5305.970215
	Iteration 144F: 3 clusters Score -7991440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -262014.218750 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -262014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -259668.234375 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -259668.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -260185.968750 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -260186 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -260532.671875 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -260532.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -260877.671875 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -260877.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -261097.515625 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -261097.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -261258.796875 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -261258.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -261372.921875 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -261372.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -261456.625000 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -261456.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -261526.578125 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -261526.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -261585.296875 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -261585.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -261681.546875 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -261681.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -261723.890625 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -261723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -261754.703125 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -261754.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -261774.531250 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -261774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -261791.140625 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -261791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -261809.906250 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -261809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -261820.203125 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -261820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -261831.421875 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -261831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -261837.406250 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -261837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -261844.890625 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -261844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -261850.250000 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -261850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -261856.812500 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -261856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -261860.968750 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -261861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -261865.234375 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -261865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -261870.203125 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -261870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -261874.390625 Penalty: 3673.427246
	Iteration 25Q: 3 clusters Score -261874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -261875.187500 Penalty: 3673.427246
	Iteration 26Q: 3 clusters Score -261875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -261875.187500 Penalty: 3673.427246
	Iteration 27F: 3 clusters Score -261875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Entering Unmasked Estep 
Score: -7962350.500000 Penalty: 2652.047363
	Iteration 0F: 2 clusters Score -7962350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -7933469.500000 Penalty: 5304.094727
	Iteration 0F: 3 clusters Score -7933470 nChanged 20244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -7944921.000000 Penalty: 5304.094727
	Iteration 1F: 3 clusters Score -7944921 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -7945666.000000 Penalty: 5304.094727
	Iteration 2Q: 3 clusters Score -7945666 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -7946564.000000 Penalty: 5304.094727
	Iteration 3Q: 3 clusters Score -7946564 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -7947733.500000 Penalty: 5304.094727
	Iteration 4F: 3 clusters Score -7947734 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -7949438.500000 Penalty: 5304.094727
	Iteration 5F: 3 clusters Score -7949438 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -7951783.500000 Penalty: 5304.094727
	Iteration 6F: 3 clusters Score -7951784 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -7954498.500000 Penalty: 5304.094727
	Iteration 7F: 3 clusters Score -7954498 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7956863.000000 Penalty: 5304.094727
	Iteration 8F: 3 clusters Score -7956863 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -7958448.000000 Penalty: 5304.094727
	Iteration 9Q: 3 clusters Score -7958448 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -7959290.500000 Penalty: 5304.094727
	Iteration 10Q: 3 clusters Score -7959290 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -7959668.500000 Penalty: 5304.094727
	Iteration 11Q: 3 clusters Score -7959668 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -7959825.500000 Penalty: 5304.094727
	Iteration 12Q: 3 clusters Score -7959826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -7959888.000000 Penalty: 5304.094727
	Iteration 13Q: 3 clusters Score -7959888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -7959911.000000 Penalty: 5304.094727
	Iteration 14Q: 3 clusters Score -7959911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -7959943.500000 Penalty: 5304.094727
	Iteration 15Q: 3 clusters Score -7959944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -7959979.500000 Penalty: 5304.094727
	Iteration 16Q: 3 clusters Score -7959980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -7960000.000000 Penalty: 5304.094727
	Iteration 17Q: 3 clusters Score -7960000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -7960011.500000 Penalty: 5304.094727
	Iteration 18Q: 3 clusters Score -7960012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -7960028.000000 Penalty: 5304.094727
	Iteration 19Q: 3 clusters Score -7960028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -7960039.500000 Penalty: 5304.094727
	Iteration 20F: 3 clusters Score -7960040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -7960051.500000 Penalty: 5304.094727
	Iteration 21Q: 3 clusters Score -7960052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -7960052.500000 Penalty: 5304.094727
	Iteration 22Q: 3 clusters Score -7960052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -7960052.500000 Penalty: 5304.094727
	Iteration 23F: 3 clusters Score -7960052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Entering Unmasked Estep 
Score: -1915270.875000 Penalty: 2304.030273
	Iteration 0F: 2 clusters Score -1915271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1907045.625000 Penalty: 4608.060547
	Iteration 0F: 3 clusters Score -1907046 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1909468.125000 Penalty: 4608.060547
	Iteration 1F: 3 clusters Score -1909468 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1909819.750000 Penalty: 4608.060547
	Iteration 2F: 3 clusters Score -1909820 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1910106.375000 Penalty: 4608.060547
	Iteration 3F: 3 clusters Score -1910106 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1910381.375000 Penalty: 4608.060547
	Iteration 4Q: 3 clusters Score -1910381 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1910639.000000 Penalty: 4608.060547
	Iteration 5Q: 3 clusters Score -1910639 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1910922.875000 Penalty: 4608.060547
	Iteration 6Q: 3 clusters Score -1910923 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1911240.500000 Penalty: 4608.060547
	Iteration 7Q: 3 clusters Score -1911240 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1911589.875000 Penalty: 4608.060547
	Iteration 8Q: 3 clusters Score -1911590 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1911951.250000 Penalty: 4608.060547
	Iteration 9Q: 3 clusters Score -1911951 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1912283.500000 Penalty: 4608.060547
	Iteration 10Q: 3 clusters Score -1912284 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1912599.500000 Penalty: 4608.060547
	Iteration 11Q: 3 clusters Score -1912600 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1912851.250000 Penalty: 4608.060547
	Iteration 12Q: 3 clusters Score -1912851 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1913052.625000 Penalty: 4608.060547
	Iteration 13Q: 3 clusters Score -1913053 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1913207.750000 Penalty: 4608.060547
	Iteration 14Q: 3 clusters Score -1913208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1913323.125000 Penalty: 4608.060547
	Iteration 15Q: 3 clusters Score -1913323 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1913407.750000 Penalty: 4608.060547
	Iteration 16Q: 3 clusters Score -1913408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1913466.750000 Penalty: 4608.060547
	Iteration 17Q: 3 clusters Score -1913467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1913514.000000 Penalty: 4608.060547
	Iteration 18Q: 3 clusters Score -1913514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1913535.750000 Penalty: 4608.060547
	Iteration 19Q: 3 clusters Score -1913536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1913560.750000 Penalty: 4608.060547
	Iteration 20F: 3 clusters Score -1913561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1913583.125000 Penalty: 4608.060547
	Iteration 21Q: 3 clusters Score -1913583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1913596.750000 Penalty: 4608.060547
	Iteration 22Q: 3 clusters Score -1913597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1913605.000000 Penalty: 4608.060547
	Iteration 23Q: 3 clusters Score -1913605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1913608.875000 Penalty: 4608.060547
	Iteration 24Q: 3 clusters Score -1913609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1913610.250000 Penalty: 4608.060547
	Iteration 25Q: 3 clusters Score -1913610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1913610.875000 Penalty: 4608.060547
	Iteration 26Q: 3 clusters Score -1913611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1913610.875000 Penalty: 4608.060547
	Iteration 27F: 3 clusters Score -1913611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -405243.656250 Penalty: 1933.830078
	Iteration 0F: 2 clusters Score -405243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -402335.968750 Penalty: 3867.660156
	Iteration 0F: 3 clusters Score -402336 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -402995.531250 Penalty: 3867.660156
	Iteration 1F: 3 clusters Score -402995.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -403182.093750 Penalty: 3867.660156
	Iteration 2F: 3 clusters Score -403182.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -403309.000000 Penalty: 3867.660156
	Iteration 3Q: 3 clusters Score -403309 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -403413.687500 Penalty: 3867.660156
	Iteration 4Q: 3 clusters Score -403413.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -403516.906250 Penalty: 3867.660156
	Iteration 5Q: 3 clusters Score -403516.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -403617.343750 Penalty: 3867.660156
	Iteration 6Q: 3 clusters Score -403617.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -403690.218750 Penalty: 3867.660156
	Iteration 7Q: 3 clusters Score -403690.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -403745.593750 Penalty: 3867.660156
	Iteration 8Q: 3 clusters Score -403745.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -403779.718750 Penalty: 3867.660156
	Iteration 9Q: 3 clusters Score -403779.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -403802.937500 Penalty: 3867.660156
	Iteration 10Q: 3 clusters Score -403802.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -403840.718750 Penalty: 3867.660156
	Iteration 11Q: 3 clusters Score -403840.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -403886.843750 Penalty: 3867.660156
	Iteration 12Q: 3 clusters Score -403886.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -403911.906250 Penalty: 3867.660156
	Iteration 13Q: 3 clusters Score -403911.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -403939.468750 Penalty: 3867.660156
	Iteration 14Q: 3 clusters Score -403939.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -403962.968750 Penalty: 3867.660156
	Iteration 15Q: 3 clusters Score -403963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -403979.718750 Penalty: 3867.660156
	Iteration 16Q: 3 clusters Score -403979.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -403995.968750 Penalty: 3867.660156
	Iteration 17Q: 3 clusters Score -403996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -404017.125000 Penalty: 3867.660156
	Iteration 18Q: 3 clusters Score -404017.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -404044.406250 Penalty: 3867.660156
	Iteration 19Q: 3 clusters Score -404044.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -404080.000000 Penalty: 3867.660156
	Iteration 20F: 3 clusters Score -404080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -404107.031250 Penalty: 3867.660156
	Iteration 21Q: 3 clusters Score -404107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -404134.656250 Penalty: 3867.660156
	Iteration 22Q: 3 clusters Score -404134.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -404158.875000 Penalty: 3867.660156
	Iteration 23Q: 3 clusters Score -404158.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -404179.375000 Penalty: 3867.660156
	Iteration 24Q: 3 clusters Score -404179.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -404195.718750 Penalty: 3867.660156
	Iteration 25Q: 3 clusters Score -404195.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -404220.156250 Penalty: 3867.660156
	Iteration 26Q: 3 clusters Score -404220.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -404245.906250 Penalty: 3867.660156
	Iteration 27Q: 3 clusters Score -404245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -404269.343750 Penalty: 3867.660156
	Iteration 28Q: 3 clusters Score -404269.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -404290.937500 Penalty: 3867.660156
	Iteration 29Q: 3 clusters Score -404290.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -404313.531250 Penalty: 3867.660156
	Iteration 30Q: 3 clusters Score -404313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -404326.968750 Penalty: 3867.660156
	Iteration 31Q: 3 clusters Score -404327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -404341.750000 Penalty: 3867.660156
	Iteration 32Q: 3 clusters Score -404341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -404353.093750 Penalty: 3867.660156
	Iteration 33Q: 3 clusters Score -404353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -404358.312500 Penalty: 3867.660156
	Iteration 34Q: 3 clusters Score -404358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -404364.250000 Penalty: 3867.660156
	Iteration 35Q: 3 clusters Score -404364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -404367.812500 Penalty: 3867.660156
	Iteration 36Q: 3 clusters Score -404367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -404369.375000 Penalty: 3867.660156
	Iteration 37Q: 3 clusters Score -404369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -404374.062500 Penalty: 3867.660156
	Iteration 38Q: 3 clusters Score -404374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -404374.062500 Penalty: 3867.660156
	Iteration 39F: 3 clusters Score -404374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Entering Unmasked Estep 
Score: -2439448.750000 Penalty: 2374.630371
	Iteration 0F: 2 clusters Score -2439449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2428919.750000 Penalty: 4749.260742
	Iteration 0F: 3 clusters Score -2428920 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2432408.750000 Penalty: 4749.260742
	Iteration 1F: 3 clusters Score -2432409 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2433025.500000 Penalty: 4749.260742
	Iteration 2F: 3 clusters Score -2433026 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2433599.750000 Penalty: 4749.260742
	Iteration 3F: 3 clusters Score -2433600 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2434156.000000 Penalty: 4749.260742
	Iteration 4F: 3 clusters Score -2434156 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2434588.500000 Penalty: 4749.260742
	Iteration 5F: 3 clusters Score -2434588 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2434989.000000 Penalty: 4749.260742
	Iteration 6Q: 3 clusters Score -2434989 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2435352.000000 Penalty: 4749.260742
	Iteration 7Q: 3 clusters Score -2435352 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2435672.000000 Penalty: 4749.260742
	Iteration 8Q: 3 clusters Score -2435672 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2435921.750000 Penalty: 4749.260742
	Iteration 9Q: 3 clusters Score -2435922 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2436122.250000 Penalty: 4749.260742
	Iteration 10Q: 3 clusters Score -2436122 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2436307.750000 Penalty: 4749.260742
	Iteration 11Q: 3 clusters Score -2436308 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2436472.000000 Penalty: 4749.260742
	Iteration 12Q: 3 clusters Score -2436472 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2436600.500000 Penalty: 4749.260742
	Iteration 13Q: 3 clusters Score -2436600 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2436718.000000 Penalty: 4749.260742
	Iteration 14Q: 3 clusters Score -2436718 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2436833.750000 Penalty: 4749.260742
	Iteration 15Q: 3 clusters Score -2436834 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2436955.000000 Penalty: 4749.260742
	Iteration 16Q: 3 clusters Score -2436955 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2437062.500000 Penalty: 4749.260742
	Iteration 17Q: 3 clusters Score -2437062 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2437164.750000 Penalty: 4749.260742
	Iteration 18Q: 3 clusters Score -2437165 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2437233.750000 Penalty: 4749.260742
	Iteration 19Q: 3 clusters Score -2437234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2437277.500000 Penalty: 4749.260742
	Iteration 20F: 3 clusters Score -2437278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2437315.500000 Penalty: 4749.260742
	Iteration 21Q: 3 clusters Score -2437316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2437344.250000 Penalty: 4749.260742
	Iteration 22Q: 3 clusters Score -2437344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2437384.000000 Penalty: 4749.260742
	Iteration 23Q: 3 clusters Score -2437384 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2437420.750000 Penalty: 4749.260742
	Iteration 24Q: 3 clusters Score -2437421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2437460.250000 Penalty: 4749.260742
	Iteration 25Q: 3 clusters Score -2437460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2437507.750000 Penalty: 4749.260742
	Iteration 26Q: 3 clusters Score -2437508 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2437558.000000 Penalty: 4749.260742
	Iteration 27Q: 3 clusters Score -2437558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2437590.500000 Penalty: 4749.260742
	Iteration 28Q: 3 clusters Score -2437590 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2437633.750000 Penalty: 4749.260742
	Iteration 29Q: 3 clusters Score -2437634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2437664.750000 Penalty: 4749.260742
	Iteration 30Q: 3 clusters Score -2437665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2437694.000000 Penalty: 4749.260742
	Iteration 31Q: 3 clusters Score -2437694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2437744.250000 Penalty: 4749.260742
	Iteration 32Q: 3 clusters Score -2437744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2437794.750000 Penalty: 4749.260742
	Iteration 33Q: 3 clusters Score -2437795 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2437837.250000 Penalty: 4749.260742
	Iteration 34Q: 3 clusters Score -2437837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2437891.000000 Penalty: 4749.260742
	Iteration 35Q: 3 clusters Score -2437891 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2437925.000000 Penalty: 4749.260742
	Iteration 36Q: 3 clusters Score -2437925 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2437969.000000 Penalty: 4749.260742
	Iteration 37Q: 3 clusters Score -2437969 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2438017.250000 Penalty: 4749.260742
	Iteration 38Q: 3 clusters Score -2438017 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2438093.500000 Penalty: 4749.260742
	Iteration 39Q: 3 clusters Score -2438094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2438188.750000 Penalty: 4749.260742
	Iteration 40F: 3 clusters Score -2438189 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2438300.000000 Penalty: 4749.260742
	Iteration 41Q: 3 clusters Score -2438300 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2438418.250000 Penalty: 4749.260742
	Iteration 42Q: 3 clusters Score -2438418 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2438511.250000 Penalty: 4749.260742
	Iteration 43Q: 3 clusters Score -2438511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2438576.500000 Penalty: 4749.260742
	Iteration 44Q: 3 clusters Score -2438576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2438616.750000 Penalty: 4749.260742
	Iteration 45Q: 3 clusters Score -2438617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2438646.500000 Penalty: 4749.260742
	Iteration 46Q: 3 clusters Score -2438646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2438665.250000 Penalty: 4749.260742
	Iteration 47Q: 3 clusters Score -2438665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2438678.500000 Penalty: 4749.260742
	Iteration 48Q: 3 clusters Score -2438678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2438689.750000 Penalty: 4749.260742
	Iteration 49Q: 3 clusters Score -2438690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2438689.250000 Penalty: 4749.260742
	Iteration 50Q: 3 clusters Score -2438689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2438693.000000 Penalty: 4749.260742
	Iteration 51Q: 3 clusters Score -2438693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2438695.250000 Penalty: 4749.260742
	Iteration 52Q: 3 clusters Score -2438695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2438699.500000 Penalty: 4749.260742
	Iteration 53Q: 3 clusters Score -2438700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2438700.000000 Penalty: 4749.260742
	Iteration 54Q: 3 clusters Score -2438700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2438702.750000 Penalty: 4749.260742
	Iteration 55Q: 3 clusters Score -2438703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2438700.250000 Penalty: 4749.260742
	Iteration 56Q: 3 clusters Score -2438700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2438704.250000 Penalty: 4749.260742
	Iteration 57Q: 3 clusters Score -2438704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2438714.250000 Penalty: 4749.260742
	Iteration 58Q: 3 clusters Score -2438714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2438722.000000 Penalty: 4749.260742
	Iteration 59Q: 3 clusters Score -2438722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2438738.250000 Penalty: 4749.260742
	Iteration 60F: 3 clusters Score -2438738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2438752.500000 Penalty: 4749.260742
	Iteration 61Q: 3 clusters Score -2438752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2438803.750000 Penalty: 4749.260742
	Iteration 62Q: 3 clusters Score -2438804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2438879.250000 Penalty: 4749.260742
	Iteration 63Q: 3 clusters Score -2438879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2438957.500000 Penalty: 4749.260742
	Iteration 64Q: 3 clusters Score -2438958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2438988.500000 Penalty: 4749.260742
	Iteration 65Q: 3 clusters Score -2438988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2439012.500000 Penalty: 4749.260742
	Iteration 66Q: 3 clusters Score -2439012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2439029.250000 Penalty: 4749.260742
	Iteration 67Q: 3 clusters Score -2439029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2439057.250000 Penalty: 4749.260742
	Iteration 68Q: 3 clusters Score -2439057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2439081.000000 Penalty: 4749.260742
	Iteration 69Q: 3 clusters Score -2439081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2439097.000000 Penalty: 4749.260742
	Iteration 70Q: 3 clusters Score -2439097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2439109.000000 Penalty: 4749.260742
	Iteration 71Q: 3 clusters Score -2439109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2439135.250000 Penalty: 4749.260742
	Iteration 72Q: 3 clusters Score -2439135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2439158.500000 Penalty: 4749.260742
	Iteration 73Q: 3 clusters Score -2439158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2439196.750000 Penalty: 4749.260742
	Iteration 74Q: 3 clusters Score -2439197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2439217.000000 Penalty: 4749.260742
	Iteration 75Q: 3 clusters Score -2439217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2439218.750000 Penalty: 4749.260742
	Iteration 76Q: 3 clusters Score -2439219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2439227.750000 Penalty: 4749.260742
	Iteration 77Q: 3 clusters Score -2439228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2439231.250000 Penalty: 4749.260742
	Iteration 78Q: 3 clusters Score -2439231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2439234.000000 Penalty: 4749.260742
	Iteration 79Q: 3 clusters Score -2439234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2439331.250000 Penalty: 4749.260742
	Iteration 80F: 3 clusters Score -2439331 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2439474.500000 Penalty: 4749.260742
	Iteration 81Q: 3 clusters Score -2439474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2439568.000000 Penalty: 4749.260742
	Iteration 82Q: 3 clusters Score -2439568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2439616.500000 Penalty: 4749.260742
	Iteration 83Q: 3 clusters Score -2439616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2439635.500000 Penalty: 4749.260742
	Iteration 84Q: 3 clusters Score -2439636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2439649.500000 Penalty: 4749.260742
	Iteration 85Q: 3 clusters Score -2439650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2439658.500000 Penalty: 4749.260742
	Iteration 86Q: 3 clusters Score -2439658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2439660.500000 Penalty: 4749.260742
	Iteration 87Q: 3 clusters Score -2439660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2439666.750000 Penalty: 4749.260742
	Iteration 88Q: 3 clusters Score -2439667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2439665.750000 Penalty: 4749.260742
	Iteration 89Q: 3 clusters Score -2439666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2439667.750000 Penalty: 4749.260742
	Iteration 90F: 3 clusters Score -2439668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2439667.250000 Penalty: 4749.260742
	Iteration 91Q: 3 clusters Score -2439667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2439669.750000 Penalty: 4749.260742
	Iteration 92Q: 3 clusters Score -2439670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2439667.000000 Penalty: 4749.260742
	Iteration 93Q: 3 clusters Score -2439667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2439667.000000 Penalty: 4749.260742
	Iteration 94F: 3 clusters Score -2439667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 23014 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23954 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 51021 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42402 members 
Mstep: Class 17 contains 58104 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50418 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 12895 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48121 members 
Mstep: Class 29 contains 50572 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44682 members 
Mstep: Class 32 contains 44061 members 
Mstep: Class 33 contains 52063 members 
Mstep: Class 34 contains 45406 members 
Mstep: Class 35 contains 45913 members 
Mstep: Class 36 contains 49539 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 1507 members 
Entering Unmasked Estep 
Score: -196411888.000000 Penalty: 131281.953125
Splitting cluster 26 changes total score from -196412576.000000 to -196411888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117264.507812 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117264.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117982.578125 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117982.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118523.656250 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118523.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118818.578125 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118818.6 nChanged 51
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: -119018.718750 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -119018.7 nChanged 33
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: -119146.343750 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -119146.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119224.523438 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -119224.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119261.765625 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -119261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119281.632812 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -119281.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119286.312500 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -119286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119286.312500 Penalty: 3419.756348
	Iteration 10F: 3 clusters Score -119286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 23014 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23954 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 51021 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42402 members 
Mstep: Class 17 contains 58104 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50418 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 48121 members 
Mstep: Class 29 contains 50572 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44682 members 
Mstep: Class 32 contains 44061 members 
Mstep: Class 33 contains 52063 members 
Mstep: Class 34 contains 45406 members 
Mstep: Class 35 contains 45913 members 
Mstep: Class 36 contains 49539 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 534 members 
Entering Unmasked Estep 
Score: -196411168.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196412576.000000 to -196411168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Entering Unmasked Estep 
Score: -8572334.000000 Penalty: 2673.805664
	Iteration 0F: 2 clusters Score -8572334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -8542073.000000 Penalty: 5347.611328
	Iteration 0F: 3 clusters Score -8542073 nChanged 22098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -8554332.000000 Penalty: 5347.611328
	Iteration 1F: 3 clusters Score -8554332 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -8555051.000000 Penalty: 5347.611328
	Iteration 2Q: 3 clusters Score -8555051 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -8555955.000000 Penalty: 5347.611328
	Iteration 3Q: 3 clusters Score -8555955 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -8557007.000000 Penalty: 5347.611328
	Iteration 4Q: 3 clusters Score -8557007 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -8558249.000000 Penalty: 5347.611328
	Iteration 5F: 3 clusters Score -8558249 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -8559728.000000 Penalty: 5347.611328
	Iteration 6F: 3 clusters Score -8559728 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -8561327.000000 Penalty: 5347.611328
	Iteration 7F: 3 clusters Score -8561327 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -8563171.000000 Penalty: 5347.611328
	Iteration 8F: 3 clusters Score -8563171 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -8564967.000000 Penalty: 5347.611328
	Iteration 9F: 3 clusters Score -8564967 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -8566611.000000 Penalty: 5347.611328
	Iteration 10Q: 3 clusters Score -8566611 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8567900.000000 Penalty: 5347.611328
	Iteration 11Q: 3 clusters Score -8567900 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -8568740.000000 Penalty: 5347.611328
	Iteration 12Q: 3 clusters Score -8568740 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8569265.000000 Penalty: 5347.611328
	Iteration 13Q: 3 clusters Score -8569265 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8569573.000000 Penalty: 5347.611328
	Iteration 14Q: 3 clusters Score -8569573 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8569770.000000 Penalty: 5347.611328
	Iteration 15Q: 3 clusters Score -8569770 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8569901.000000 Penalty: 5347.611328
	Iteration 16Q: 3 clusters Score -8569901 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8569967.000000 Penalty: 5347.611328
	Iteration 17Q: 3 clusters Score -8569967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8570022.000000 Penalty: 5347.611328
	Iteration 18Q: 3 clusters Score -8570022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8570057.000000 Penalty: 5347.611328
	Iteration 19Q: 3 clusters Score -8570057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8570072.000000 Penalty: 5347.611328
	Iteration 20F: 3 clusters Score -8570072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8570091.000000 Penalty: 5347.611328
	Iteration 21Q: 3 clusters Score -8570091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8570094.000000 Penalty: 5347.611328
	Iteration 22Q: 3 clusters Score -8570094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8570109.000000 Penalty: 5347.611328
	Iteration 23Q: 3 clusters Score -8570109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8570114.000000 Penalty: 5347.611328
	Iteration 24Q: 3 clusters Score -8570114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8570132.000000 Penalty: 5347.611328
	Iteration 25Q: 3 clusters Score -8570132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8570130.000000 Penalty: 5347.611328
	Iteration 26Q: 3 clusters Score -8570130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8570130.000000 Penalty: 5347.611328
	Iteration 27Q: 3 clusters Score -8570130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8570134.000000 Penalty: 5347.611328
	Iteration 28Q: 3 clusters Score -8570134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8570138.000000 Penalty: 5347.611328
	Iteration 29Q: 3 clusters Score -8570138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8570140.000000 Penalty: 5347.611328
	Iteration 30Q: 3 clusters Score -8570140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8570152.000000 Penalty: 5347.611328
	Iteration 31Q: 3 clusters Score -8570152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8570152.000000 Penalty: 5347.611328
	Iteration 32F: 3 clusters Score -8570152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Entering Unmasked Estep 
Score: -9104080.000000 Penalty: 2686.125977
	Iteration 0F: 2 clusters Score -9104080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -9073485.000000 Penalty: 5372.251953
	Iteration 0F: 3 clusters Score -9073485 nChanged 23420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -9086606.000000 Penalty: 5372.251953
	Iteration 1F: 3 clusters Score -9086606 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -9087644.000000 Penalty: 5372.251953
	Iteration 2Q: 3 clusters Score -9087644 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -9089034.000000 Penalty: 5372.251953
	Iteration 3F: 3 clusters Score -9089034 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -9090962.000000 Penalty: 5372.251953
	Iteration 4F: 3 clusters Score -9090962 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -9093455.000000 Penalty: 5372.251953
	Iteration 5F: 3 clusters Score -9093455 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9096435.000000 Penalty: 5372.251953
	Iteration 6F: 3 clusters Score -9096435 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -9099443.000000 Penalty: 5372.251953
	Iteration 7F: 3 clusters Score -9099443 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -9101430.000000 Penalty: 5372.251953
	Iteration 8Q: 3 clusters Score -9101430 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -9102459.000000 Penalty: 5372.251953
	Iteration 9Q: 3 clusters Score -9102459 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -9102971.000000 Penalty: 5372.251953
	Iteration 10Q: 3 clusters Score -9102971 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -9103304.000000 Penalty: 5372.251953
	Iteration 11Q: 3 clusters Score -9103304 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -9103471.000000 Penalty: 5372.251953
	Iteration 12Q: 3 clusters Score -9103471 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -9103609.000000 Penalty: 5372.251953
	Iteration 13Q: 3 clusters Score -9103609 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -9103750.000000 Penalty: 5372.251953
	Iteration 14Q: 3 clusters Score -9103750 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -9103838.000000 Penalty: 5372.251953
	Iteration 15Q: 3 clusters Score -9103838 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -9103923.000000 Penalty: 5372.251953
	Iteration 16Q: 3 clusters Score -9103923 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -9103966.000000 Penalty: 5372.251953
	Iteration 17Q: 3 clusters Score -9103966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -9103993.000000 Penalty: 5372.251953
	Iteration 18Q: 3 clusters Score -9103993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -9104036.000000 Penalty: 5372.251953
	Iteration 19Q: 3 clusters Score -9104036 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -9104046.000000 Penalty: 5372.251953
	Iteration 20F: 3 clusters Score -9104046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -9104049.000000 Penalty: 5372.251953
	Iteration 21Q: 3 clusters Score -9104049 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -9104034.000000 Penalty: 5372.251953
	Iteration 22Q: 3 clusters Score -9104034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -9104084.000000 Penalty: 5372.251953
	Iteration 23Q: 3 clusters Score -9104084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -9104079.000000 Penalty: 5372.251953
	Iteration 24Q: 3 clusters Score -9104079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9104083.000000 Penalty: 5372.251953
	Iteration 25Q: 3 clusters Score -9104083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -9104087.000000 Penalty: 5372.251953
	Iteration 26Q: 3 clusters Score -9104087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -9104096.000000 Penalty: 5372.251953
	Iteration 27Q: 3 clusters Score -9104096 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -9104092.000000 Penalty: 5372.251953
	Iteration 28Q: 3 clusters Score -9104092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -9104108.000000 Penalty: 5372.251953
	Iteration 29Q: 3 clusters Score -9104108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -9104077.000000 Penalty: 5372.251953
	Iteration 30Q: 3 clusters Score -9104077 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -9104095.000000 Penalty: 5372.251953
	Iteration 31Q: 3 clusters Score -9104095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -9104099.000000 Penalty: 5372.251953
	Iteration 32Q: 3 clusters Score -9104099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -9104082.000000 Penalty: 5372.251953
	Iteration 33Q: 3 clusters Score -9104082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -9104071.000000 Penalty: 5372.251953
	Iteration 34Q: 3 clusters Score -9104071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -9104073.000000 Penalty: 5372.251953
	Iteration 35Q: 3 clusters Score -9104073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -9104068.000000 Penalty: 5372.251953
	Iteration 36Q: 3 clusters Score -9104068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -9104053.000000 Penalty: 5372.251953
	Iteration 37Q: 3 clusters Score -9104053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -9104056.000000 Penalty: 5372.251953
	Iteration 38Q: 3 clusters Score -9104056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -9104039.000000 Penalty: 5372.251953
	Iteration 39Q: 3 clusters Score -9104039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -9104031.000000 Penalty: 5372.251953
	Iteration 40F: 3 clusters Score -9104031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -9104044.000000 Penalty: 5372.251953
	Iteration 41Q: 3 clusters Score -9104044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -9104038.000000 Penalty: 5372.251953
	Iteration 42Q: 3 clusters Score -9104038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -9104036.000000 Penalty: 5372.251953
	Iteration 43Q: 3 clusters Score -9104036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -9104044.000000 Penalty: 5372.251953
	Iteration 44Q: 3 clusters Score -9104044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -9104039.000000 Penalty: 5372.251953
	Iteration 45Q: 3 clusters Score -9104039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -9104025.000000 Penalty: 5372.251953
	Iteration 46Q: 3 clusters Score -9104025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -9104048.000000 Penalty: 5372.251953
	Iteration 47Q: 3 clusters Score -9104048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -9104031.000000 Penalty: 5372.251953
	Iteration 48Q: 3 clusters Score -9104031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -9104032.000000 Penalty: 5372.251953
	Iteration 49Q: 3 clusters Score -9104032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -9104023.000000 Penalty: 5372.251953
	Iteration 50Q: 3 clusters Score -9104023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -9104034.000000 Penalty: 5372.251953
	Iteration 51Q: 3 clusters Score -9104034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -9104034.000000 Penalty: 5372.251953
	Iteration 52Q: 3 clusters Score -9104034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -9104039.000000 Penalty: 5372.251953
	Iteration 53Q: 3 clusters Score -9104039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -9104030.000000 Penalty: 5372.251953
	Iteration 54Q: 3 clusters Score -9104030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -9104024.000000 Penalty: 5372.251953
	Iteration 55Q: 3 clusters Score -9104024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -9104019.000000 Penalty: 5372.251953
	Iteration 56Q: 3 clusters Score -9104019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -9104019.000000 Penalty: 5372.251953
	Iteration 57Q: 3 clusters Score -9104019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -9104009.000000 Penalty: 5372.251953
	Iteration 58Q: 3 clusters Score -9104009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -9104003.000000 Penalty: 5372.251953
	Iteration 59Q: 3 clusters Score -9104003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -9104001.000000 Penalty: 5372.251953
	Iteration 60F: 3 clusters Score -9104001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -9104000.000000 Penalty: 5372.251953
	Iteration 61Q: 3 clusters Score -9104000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -9103984.000000 Penalty: 5372.251953
	Iteration 62Q: 3 clusters Score -9103984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -9103985.000000 Penalty: 5372.251953
	Iteration 63Q: 3 clusters Score -9103985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -9103983.000000 Penalty: 5372.251953
	Iteration 64Q: 3 clusters Score -9103983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -9103988.000000 Penalty: 5372.251953
	Iteration 65Q: 3 clusters Score -9103988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -9103989.000000 Penalty: 5372.251953
	Iteration 66Q: 3 clusters Score -9103989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -9103990.000000 Penalty: 5372.251953
	Iteration 67Q: 3 clusters Score -9103990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -9103995.000000 Penalty: 5372.251953
	Iteration 68Q: 3 clusters Score -9103995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -9103993.000000 Penalty: 5372.251953
	Iteration 69Q: 3 clusters Score -9103993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -9103990.000000 Penalty: 5372.251953
	Iteration 70Q: 3 clusters Score -9103990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -9103990.000000 Penalty: 5372.251953
	Iteration 71Q: 3 clusters Score -9103990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -9103993.000000 Penalty: 5372.251953
	Iteration 72Q: 3 clusters Score -9103993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -9103982.000000 Penalty: 5372.251953
	Iteration 73Q: 3 clusters Score -9103982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -9103980.000000 Penalty: 5372.251953
	Iteration 74Q: 3 clusters Score -9103980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -9103984.000000 Penalty: 5372.251953
	Iteration 75Q: 3 clusters Score -9103984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -9103988.000000 Penalty: 5372.251953
	Iteration 76Q: 3 clusters Score -9103988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -9103986.000000 Penalty: 5372.251953
	Iteration 77Q: 3 clusters Score -9103986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -9103986.000000 Penalty: 5372.251953
	Iteration 78F: 3 clusters Score -9103986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -194495.828125 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -194495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -192479.781250 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -192479.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -192909.328125 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -192909.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -193149.812500 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -193149.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -193306.296875 Penalty: 3499.435059
	Iteration 3F: 3 clusters Score -193306.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -193391.656250 Penalty: 3499.435059
	Iteration 4Q: 3 clusters Score -193391.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -193443.328125 Penalty: 3499.435059
	Iteration 5Q: 3 clusters Score -193443.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193482.265625 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -193482.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193511.937500 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -193511.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -193530.046875 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -193530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193544.562500 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -193544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -193560.468750 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -193560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193571.437500 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -193571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -193585.968750 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -193586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -193598.359375 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -193598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -193603.437500 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -193603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -193610.312500 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -193610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -193626.890625 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -193626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193642.984375 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -193643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193662.750000 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -193662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193688.593750 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -193688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -193720.468750 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -193720.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -193756.375000 Penalty: 3499.435059
	Iteration 21Q: 3 clusters Score -193756.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -193801.937500 Penalty: 3499.435059
	Iteration 22Q: 3 clusters Score -193801.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193840.234375 Penalty: 3499.435059
	Iteration 23Q: 3 clusters Score -193840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193872.937500 Penalty: 3499.435059
	Iteration 24Q: 3 clusters Score -193872.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -193894.593750 Penalty: 3499.435059
	Iteration 25Q: 3 clusters Score -193894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -193909.546875 Penalty: 3499.435059
	Iteration 26Q: 3 clusters Score -193909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -193941.875000 Penalty: 3499.435059
	Iteration 27Q: 3 clusters Score -193941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -193978.343750 Penalty: 3499.435059
	Iteration 28Q: 3 clusters Score -193978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194006.781250 Penalty: 3499.435059
	Iteration 29Q: 3 clusters Score -194006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -194041.296875 Penalty: 3499.435059
	Iteration 30Q: 3 clusters Score -194041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -194079.984375 Penalty: 3499.435059
	Iteration 31Q: 3 clusters Score -194080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -194138.859375 Penalty: 3499.435059
	Iteration 32Q: 3 clusters Score -194138.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194212.890625 Penalty: 3499.435059
	Iteration 33Q: 3 clusters Score -194212.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -194298.953125 Penalty: 3499.435059
	Iteration 34Q: 3 clusters Score -194299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -194464.609375 Penalty: 3499.435059
	Iteration 35Q: 3 clusters Score -194464.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194701.390625 Penalty: 3499.435059
	Iteration 36Q: 3 clusters Score -194701.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -194752.015625 Penalty: 3499.435059
	Iteration 37Q: 3 clusters Score -194752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194815.484375 Penalty: 3499.435059
	Iteration 38Q: 3 clusters Score -194815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -194865.109375 Penalty: 3499.435059
	Iteration 39Q: 3 clusters Score -194865.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194920.156250 Penalty: 3499.435059
	Iteration 40F: 3 clusters Score -194920.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -194979.453125 Penalty: 3499.435059
	Iteration 41Q: 3 clusters Score -194979.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195046.875000 Penalty: 3499.435059
	Iteration 42Q: 3 clusters Score -195046.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -195098.203125 Penalty: 3499.435059
	Iteration 43Q: 3 clusters Score -195098.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -195126.296875 Penalty: 3499.435059
	Iteration 44Q: 3 clusters Score -195126.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195143.578125 Penalty: 3499.435059
	Iteration 45Q: 3 clusters Score -195143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -195160.796875 Penalty: 3499.435059
	Iteration 46Q: 3 clusters Score -195160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195169.078125 Penalty: 3499.435059
	Iteration 47Q: 3 clusters Score -195169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -195180.046875 Penalty: 3499.435059
	Iteration 48Q: 3 clusters Score -195180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -195192.640625 Penalty: 3499.435059
	Iteration 49Q: 3 clusters Score -195192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195207.343750 Penalty: 3499.435059
	Iteration 50Q: 3 clusters Score -195207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195244.718750 Penalty: 3499.435059
	Iteration 51Q: 3 clusters Score -195244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -195296.906250 Penalty: 3499.435059
	Iteration 52Q: 3 clusters Score -195296.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -195355.625000 Penalty: 3499.435059
	Iteration 53Q: 3 clusters Score -195355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195393.968750 Penalty: 3499.435059
	Iteration 54Q: 3 clusters Score -195394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195435.859375 Penalty: 3499.435059
	Iteration 55Q: 3 clusters Score -195435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -195456.546875 Penalty: 3499.435059
	Iteration 56Q: 3 clusters Score -195456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -195464.656250 Penalty: 3499.435059
	Iteration 57Q: 3 clusters Score -195464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195481.156250 Penalty: 3499.435059
	Iteration 58Q: 3 clusters Score -195481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -195486.250000 Penalty: 3499.435059
	Iteration 59Q: 3 clusters Score -195486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -195487.359375 Penalty: 3499.435059
	Iteration 60F: 3 clusters Score -195487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 23014 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23954 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 51021 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42402 members 
Mstep: Class 17 contains 58104 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50418 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48121 members 
Mstep: Class 29 contains 50572 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 44682 members 
Mstep: Class 32 contains 44061 members 
Mstep: Class 33 contains 52063 members 
Mstep: Class 34 contains 45406 members 
Mstep: Class 35 contains 45913 members 
Mstep: Class 36 contains 49539 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 567 members 
Entering Unmasked Estep 
Score: -196411856.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196412576.000000 to -196411856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (44682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Entering Unmasked Estep 
Score: -7995921.000000 Penalty: 2655.416748
	Iteration 0F: 2 clusters Score -7995921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -7967104.500000 Penalty: 5310.833496
	Iteration 0F: 3 clusters Score -7967104 nChanged 20518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -7978164.000000 Penalty: 5310.833496
	Iteration 1F: 3 clusters Score -7978164 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -7978887.000000 Penalty: 5310.833496
	Iteration 2Q: 3 clusters Score -7978887 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -7979749.500000 Penalty: 5310.833496
	Iteration 3Q: 3 clusters Score -7979750 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -7980987.500000 Penalty: 5310.833496
	Iteration 4F: 3 clusters Score -7980988 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -7982639.000000 Penalty: 5310.833496
	Iteration 5F: 3 clusters Score -7982639 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -7984888.000000 Penalty: 5310.833496
	Iteration 6F: 3 clusters Score -7984888 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -7987605.500000 Penalty: 5310.833496
	Iteration 7F: 3 clusters Score -7987606 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7990204.500000 Penalty: 5310.833496
	Iteration 8F: 3 clusters Score -7990204 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -7991622.000000 Penalty: 5310.833496
	Iteration 9Q: 3 clusters Score -7991622 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -7992169.500000 Penalty: 5310.833496
	Iteration 10Q: 3 clusters Score -7992170 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -7992492.500000 Penalty: 5310.833496
	Iteration 11Q: 3 clusters Score -7992492 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -7992640.500000 Penalty: 5310.833496
	Iteration 12Q: 3 clusters Score -7992640 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -7992811.500000 Penalty: 5310.833496
	Iteration 13Q: 3 clusters Score -7992812 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -7992957.500000 Penalty: 5310.833496
	Iteration 14Q: 3 clusters Score -7992958 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -7993081.500000 Penalty: 5310.833496
	Iteration 15Q: 3 clusters Score -7993082 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -7993190.000000 Penalty: 5310.833496
	Iteration 16Q: 3 clusters Score -7993190 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -7993261.000000 Penalty: 5310.833496
	Iteration 17Q: 3 clusters Score -7993261 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -7993371.500000 Penalty: 5310.833496
	Iteration 18Q: 3 clusters Score -7993372 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -7993445.500000 Penalty: 5310.833496
	Iteration 19Q: 3 clusters Score -7993446 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -7993506.500000 Penalty: 5310.833496
	Iteration 20F: 3 clusters Score -7993506 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7993582.000000 Penalty: 5310.833496
	Iteration 21Q: 3 clusters Score -7993582 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -7993665.500000 Penalty: 5310.833496
	Iteration 22Q: 3 clusters Score -7993666 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7993682.500000 Penalty: 5310.833496
	Iteration 23Q: 3 clusters Score -7993682 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -7993761.000000 Penalty: 5310.833496
	Iteration 24Q: 3 clusters Score -7993761 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7993814.000000 Penalty: 5310.833496
	Iteration 25Q: 3 clusters Score -7993814 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7993862.000000 Penalty: 5310.833496
	Iteration 26Q: 3 clusters Score -7993862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7993901.000000 Penalty: 5310.833496
	Iteration 27Q: 3 clusters Score -7993901 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7993933.500000 Penalty: 5310.833496
	Iteration 28Q: 3 clusters Score -7993934 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -7993957.500000 Penalty: 5310.833496
	Iteration 29Q: 3 clusters Score -7993958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7993981.500000 Penalty: 5310.833496
	Iteration 30Q: 3 clusters Score -7993982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7993989.000000 Penalty: 5310.833496
	Iteration 31Q: 3 clusters Score -7993989 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7994012.500000 Penalty: 5310.833496
	Iteration 32Q: 3 clusters Score -7994012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7994035.000000 Penalty: 5310.833496
	Iteration 33Q: 3 clusters Score -7994035 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7994042.500000 Penalty: 5310.833496
	Iteration 34Q: 3 clusters Score -7994042 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7994064.000000 Penalty: 5310.833496
	Iteration 35Q: 3 clusters Score -7994064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7994090.500000 Penalty: 5310.833496
	Iteration 36Q: 3 clusters Score -7994090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7994095.500000 Penalty: 5310.833496
	Iteration 37Q: 3 clusters Score -7994096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7994103.000000 Penalty: 5310.833496
	Iteration 38Q: 3 clusters Score -7994103 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7994109.000000 Penalty: 5310.833496
	Iteration 39Q: 3 clusters Score -7994109 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7994119.500000 Penalty: 5310.833496
	Iteration 40F: 3 clusters Score -7994120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7994119.000000 Penalty: 5310.833496
	Iteration 41Q: 3 clusters Score -7994119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7994133.500000 Penalty: 5310.833496
	Iteration 42Q: 3 clusters Score -7994134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7994143.000000 Penalty: 5310.833496
	Iteration 43Q: 3 clusters Score -7994143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7994147.000000 Penalty: 5310.833496
	Iteration 44Q: 3 clusters Score -7994147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7994155.500000 Penalty: 5310.833496
	Iteration 45Q: 3 clusters Score -7994156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7994172.500000 Penalty: 5310.833496
	Iteration 46Q: 3 clusters Score -7994172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7994143.500000 Penalty: 5310.833496
	Iteration 47Q: 3 clusters Score -7994144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7994135.500000 Penalty: 5310.833496
	Iteration 48Q: 3 clusters Score -7994136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7994154.000000 Penalty: 5310.833496
	Iteration 49Q: 3 clusters Score -7994154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7994136.500000 Penalty: 5310.833496
	Iteration 50Q: 3 clusters Score -7994136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7994157.000000 Penalty: 5310.833496
	Iteration 51Q: 3 clusters Score -7994157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7994150.000000 Penalty: 5310.833496
	Iteration 52Q: 3 clusters Score -7994150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7994160.500000 Penalty: 5310.833496
	Iteration 53Q: 3 clusters Score -7994160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7994161.500000 Penalty: 5310.833496
	Iteration 54Q: 3 clusters Score -7994162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7994170.000000 Penalty: 5310.833496
	Iteration 55Q: 3 clusters Score -7994170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7994182.500000 Penalty: 5310.833496
	Iteration 56Q: 3 clusters Score -7994182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7994169.500000 Penalty: 5310.833496
	Iteration 57Q: 3 clusters Score -7994170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7994176.000000 Penalty: 5310.833496
	Iteration 58Q: 3 clusters Score -7994176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7994183.000000 Penalty: 5310.833496
	Iteration 59Q: 3 clusters Score -7994183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7994179.000000 Penalty: 5310.833496
	Iteration 60F: 3 clusters Score -7994179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7994182.500000 Penalty: 5310.833496
	Iteration 61Q: 3 clusters Score -7994182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7994183.000000 Penalty: 5310.833496
	Iteration 62Q: 3 clusters Score -7994183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7994180.000000 Penalty: 5310.833496
	Iteration 63Q: 3 clusters Score -7994180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7994186.000000 Penalty: 5310.833496
	Iteration 64Q: 3 clusters Score -7994186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7994176.000000 Penalty: 5310.833496
	Iteration 65Q: 3 clusters Score -7994176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7994179.500000 Penalty: 5310.833496
	Iteration 66Q: 3 clusters Score -7994180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7994181.000000 Penalty: 5310.833496
	Iteration 67Q: 3 clusters Score -7994181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7994179.000000 Penalty: 5310.833496
	Iteration 68Q: 3 clusters Score -7994179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7994183.000000 Penalty: 5310.833496
	Iteration 69Q: 3 clusters Score -7994183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7994181.500000 Penalty: 5310.833496
	Iteration 70Q: 3 clusters Score -7994182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7994177.000000 Penalty: 5310.833496
	Iteration 71Q: 3 clusters Score -7994177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7994183.500000 Penalty: 5310.833496
	Iteration 72Q: 3 clusters Score -7994184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7994193.500000 Penalty: 5310.833496
	Iteration 73Q: 3 clusters Score -7994194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7994194.500000 Penalty: 5310.833496
	Iteration 74Q: 3 clusters Score -7994194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7994195.000000 Penalty: 5310.833496
	Iteration 75Q: 3 clusters Score -7994195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7994201.500000 Penalty: 5310.833496
	Iteration 76Q: 3 clusters Score -7994202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7994198.500000 Penalty: 5310.833496
	Iteration 77Q: 3 clusters Score -7994198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7994197.500000 Penalty: 5310.833496
	Iteration 78Q: 3 clusters Score -7994198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7994195.000000 Penalty: 5310.833496
	Iteration 79Q: 3 clusters Score -7994195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7994201.500000 Penalty: 5310.833496
	Iteration 80F: 3 clusters Score -7994202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7994200.000000 Penalty: 5310.833496
	Iteration 81Q: 3 clusters Score -7994200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7994196.500000 Penalty: 5310.833496
	Iteration 82Q: 3 clusters Score -7994196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7994196.500000 Penalty: 5310.833496
	Iteration 83F: 3 clusters Score -7994196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (44061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Entering Unmasked Estep 
Score: -7944215.500000 Penalty: 2651.946045
	Iteration 0F: 2 clusters Score -7944216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -7915420.500000 Penalty: 5303.892090
	Iteration 0F: 3 clusters Score -7915420 nChanged 20131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -7926334.500000 Penalty: 5303.892090
	Iteration 1F: 3 clusters Score -7926334 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7926738.000000 Penalty: 5303.892090
	Iteration 2Q: 3 clusters Score -7926738 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -7927109.000000 Penalty: 5303.892090
	Iteration 3Q: 3 clusters Score -7927109 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -7927484.500000 Penalty: 5303.892090
	Iteration 4Q: 3 clusters Score -7927484 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -7927842.000000 Penalty: 5303.892090
	Iteration 5Q: 3 clusters Score -7927842 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -7928282.000000 Penalty: 5303.892090
	Iteration 6Q: 3 clusters Score -7928282 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -7928911.000000 Penalty: 5303.892090
	Iteration 7Q: 3 clusters Score -7928911 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -7929931.000000 Penalty: 5303.892090
	Iteration 8Q: 3 clusters Score -7929931 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -7931474.500000 Penalty: 5303.892090
	Iteration 9F: 3 clusters Score -7931474 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -7933745.000000 Penalty: 5303.892090
	Iteration 10F: 3 clusters Score -7933745 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -7936378.000000 Penalty: 5303.892090
	Iteration 11F: 3 clusters Score -7936378 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7938741.500000 Penalty: 5303.892090
	Iteration 12F: 3 clusters Score -7938742 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7940346.500000 Penalty: 5303.892090
	Iteration 13Q: 3 clusters Score -7940346 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -7941147.000000 Penalty: 5303.892090
	Iteration 14Q: 3 clusters Score -7941147 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -7941535.000000 Penalty: 5303.892090
	Iteration 15Q: 3 clusters Score -7941535 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -7941717.500000 Penalty: 5303.892090
	Iteration 16Q: 3 clusters Score -7941718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -7941813.500000 Penalty: 5303.892090
	Iteration 17Q: 3 clusters Score -7941814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -7941872.000000 Penalty: 5303.892090
	Iteration 18Q: 3 clusters Score -7941872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -7941905.000000 Penalty: 5303.892090
	Iteration 19Q: 3 clusters Score -7941905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -7941920.000000 Penalty: 5303.892090
	Iteration 20F: 3 clusters Score -7941920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -7941929.000000 Penalty: 5303.892090
	Iteration 21Q: 3 clusters Score -7941929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -7941932.000000 Penalty: 5303.892090
	Iteration 22Q: 3 clusters Score -7941932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -7941934.000000 Penalty: 5303.892090
	Iteration 23Q: 3 clusters Score -7941934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -7941941.500000 Penalty: 5303.892090
	Iteration 24Q: 3 clusters Score -7941942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -7941949.000000 Penalty: 5303.892090
	Iteration 25Q: 3 clusters Score -7941949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -7941951.000000 Penalty: 5303.892090
	Iteration 26Q: 3 clusters Score -7941951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -7941948.000000 Penalty: 5303.892090
	Iteration 27Q: 3 clusters Score -7941948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -7941946.500000 Penalty: 5303.892090
	Iteration 28Q: 3 clusters Score -7941946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -7941952.000000 Penalty: 5303.892090
	Iteration 29Q: 3 clusters Score -7941952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -7941955.000000 Penalty: 5303.892090
	Iteration 30Q: 3 clusters Score -7941955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -7941955.500000 Penalty: 5303.892090
	Iteration 31Q: 3 clusters Score -7941956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -7941955.500000 Penalty: 5303.892090
	Iteration 32F: 3 clusters Score -7941956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Entering Unmasked Estep 
Score: -9202054.000000 Penalty: 2693.332031
	Iteration 0F: 2 clusters Score -9202054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -9169436.000000 Penalty: 5386.664062
	Iteration 0F: 3 clusters Score -9169436 nChanged 24016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -9182549.000000 Penalty: 5386.664062
	Iteration 1F: 3 clusters Score -9182549 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -9183020.000000 Penalty: 5386.664062
	Iteration 2Q: 3 clusters Score -9183020 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -9183724.000000 Penalty: 5386.664062
	Iteration 3Q: 3 clusters Score -9183724 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -9184559.000000 Penalty: 5386.664062
	Iteration 4Q: 3 clusters Score -9184559 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -9185612.000000 Penalty: 5386.664062
	Iteration 5Q: 3 clusters Score -9185612 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -9187074.000000 Penalty: 5386.664062
	Iteration 6F: 3 clusters Score -9187074 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -9189280.000000 Penalty: 5386.664062
	Iteration 7F: 3 clusters Score -9189280 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9191975.000000 Penalty: 5386.664062
	Iteration 8F: 3 clusters Score -9191975 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -9194585.000000 Penalty: 5386.664062
	Iteration 9F: 3 clusters Score -9194585 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -9196475.000000 Penalty: 5386.664062
	Iteration 10Q: 3 clusters Score -9196475 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -9197554.000000 Penalty: 5386.664062
	Iteration 11Q: 3 clusters Score -9197554 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -9198213.000000 Penalty: 5386.664062
	Iteration 12Q: 3 clusters Score -9198213 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -9198585.000000 Penalty: 5386.664062
	Iteration 13Q: 3 clusters Score -9198585 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -9198851.000000 Penalty: 5386.664062
	Iteration 14Q: 3 clusters Score -9198851 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -9198976.000000 Penalty: 5386.664062
	Iteration 15Q: 3 clusters Score -9198976 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -9199064.000000 Penalty: 5386.664062
	Iteration 16Q: 3 clusters Score -9199064 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -9199171.000000 Penalty: 5386.664062
	Iteration 17Q: 3 clusters Score -9199171 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -9199263.000000 Penalty: 5386.664062
	Iteration 18Q: 3 clusters Score -9199263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -9199301.000000 Penalty: 5386.664062
	Iteration 19Q: 3 clusters Score -9199301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -9199357.000000 Penalty: 5386.664062
	Iteration 20F: 3 clusters Score -9199357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -9199395.000000 Penalty: 5386.664062
	Iteration 21Q: 3 clusters Score -9199395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9199432.000000 Penalty: 5386.664062
	Iteration 22Q: 3 clusters Score -9199432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -9199459.000000 Penalty: 5386.664062
	Iteration 23Q: 3 clusters Score -9199459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -9199467.000000 Penalty: 5386.664062
	Iteration 24Q: 3 clusters Score -9199467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -9199514.000000 Penalty: 5386.664062
	Iteration 25Q: 3 clusters Score -9199514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -9199519.000000 Penalty: 5386.664062
	Iteration 26Q: 3 clusters Score -9199519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -9199543.000000 Penalty: 5386.664062
	Iteration 27Q: 3 clusters Score -9199543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -9199555.000000 Penalty: 5386.664062
	Iteration 28Q: 3 clusters Score -9199555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -9199559.000000 Penalty: 5386.664062
	Iteration 29Q: 3 clusters Score -9199559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -9199561.000000 Penalty: 5386.664062
	Iteration 30Q: 3 clusters Score -9199561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -9199577.000000 Penalty: 5386.664062
	Iteration 31Q: 3 clusters Score -9199577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -9199588.000000 Penalty: 5386.664062
	Iteration 32Q: 3 clusters Score -9199588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -9199623.000000 Penalty: 5386.664062
	Iteration 33Q: 3 clusters Score -9199623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -9199608.000000 Penalty: 5386.664062
	Iteration 34Q: 3 clusters Score -9199608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9199632.000000 Penalty: 5386.664062
	Iteration 35Q: 3 clusters Score -9199632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -9199649.000000 Penalty: 5386.664062
	Iteration 36Q: 3 clusters Score -9199649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -9199647.000000 Penalty: 5386.664062
	Iteration 37Q: 3 clusters Score -9199647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -9199647.000000 Penalty: 5386.664062
	Iteration 38Q: 3 clusters Score -9199647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -9199655.000000 Penalty: 5386.664062
	Iteration 39Q: 3 clusters Score -9199655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -9199655.000000 Penalty: 5386.664062
	Iteration 40F: 3 clusters Score -9199655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Entering Unmasked Estep 
Score: -8107529.000000 Penalty: 2659.403076
	Iteration 0F: 2 clusters Score -8107529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8077295.500000 Penalty: 5318.806152
	Iteration 0F: 3 clusters Score -8077296 nChanged 20996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -8088746.500000 Penalty: 5318.806152
	Iteration 1F: 3 clusters Score -8088746 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -8089232.500000 Penalty: 5318.806152
	Iteration 2Q: 3 clusters Score -8089232 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -8089842.500000 Penalty: 5318.806152
	Iteration 3Q: 3 clusters Score -8089842 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -8090759.000000 Penalty: 5318.806152
	Iteration 4Q: 3 clusters Score -8090759 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -8091968.500000 Penalty: 5318.806152
	Iteration 5F: 3 clusters Score -8091968 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -8093886.500000 Penalty: 5318.806152
	Iteration 6F: 3 clusters Score -8093886 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -8096207.000000 Penalty: 5318.806152
	Iteration 7F: 3 clusters Score -8096207 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -8099117.000000 Penalty: 5318.806152
	Iteration 8F: 3 clusters Score -8099117 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -8101849.000000 Penalty: 5318.806152
	Iteration 9F: 3 clusters Score -8101849 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -8103781.000000 Penalty: 5318.806152
	Iteration 10F: 3 clusters Score -8103781 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -8104683.000000 Penalty: 5318.806152
	Iteration 11Q: 3 clusters Score -8104683 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -8105123.000000 Penalty: 5318.806152
	Iteration 12Q: 3 clusters Score -8105123 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -8105359.500000 Penalty: 5318.806152
	Iteration 13Q: 3 clusters Score -8105360 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -8105522.000000 Penalty: 5318.806152
	Iteration 14Q: 3 clusters Score -8105522 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -8105659.000000 Penalty: 5318.806152
	Iteration 15Q: 3 clusters Score -8105659 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -8105717.500000 Penalty: 5318.806152
	Iteration 16Q: 3 clusters Score -8105718 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -8105775.500000 Penalty: 5318.806152
	Iteration 17Q: 3 clusters Score -8105776 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -8105804.000000 Penalty: 5318.806152
	Iteration 18Q: 3 clusters Score -8105804 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -8105840.000000 Penalty: 5318.806152
	Iteration 19Q: 3 clusters Score -8105840 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -8105859.000000 Penalty: 5318.806152
	Iteration 20F: 3 clusters Score -8105859 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -8105918.000000 Penalty: 5318.806152
	Iteration 21Q: 3 clusters Score -8105918 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -8105927.500000 Penalty: 5318.806152
	Iteration 22Q: 3 clusters Score -8105928 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -8105948.500000 Penalty: 5318.806152
	Iteration 23Q: 3 clusters Score -8105948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8105955.500000 Penalty: 5318.806152
	Iteration 24Q: 3 clusters Score -8105956 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8106007.500000 Penalty: 5318.806152
	Iteration 25Q: 3 clusters Score -8106008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -8106018.500000 Penalty: 5318.806152
	Iteration 26Q: 3 clusters Score -8106018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8106035.500000 Penalty: 5318.806152
	Iteration 27Q: 3 clusters Score -8106036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -8106039.500000 Penalty: 5318.806152
	Iteration 28Q: 3 clusters Score -8106040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8106047.000000 Penalty: 5318.806152
	Iteration 29Q: 3 clusters Score -8106047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8106073.000000 Penalty: 5318.806152
	Iteration 30Q: 3 clusters Score -8106073 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8106090.500000 Penalty: 5318.806152
	Iteration 31Q: 3 clusters Score -8106090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -8106095.500000 Penalty: 5318.806152
	Iteration 32Q: 3 clusters Score -8106096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -8106141.500000 Penalty: 5318.806152
	Iteration 33Q: 3 clusters Score -8106142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -8106129.500000 Penalty: 5318.806152
	Iteration 34Q: 3 clusters Score -8106130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -8106133.500000 Penalty: 5318.806152
	Iteration 35Q: 3 clusters Score -8106134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -8106126.500000 Penalty: 5318.806152
	Iteration 36Q: 3 clusters Score -8106126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8106154.000000 Penalty: 5318.806152
	Iteration 37Q: 3 clusters Score -8106154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8106145.000000 Penalty: 5318.806152
	Iteration 38Q: 3 clusters Score -8106145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -8106169.500000 Penalty: 5318.806152
	Iteration 39Q: 3 clusters Score -8106170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8106206.500000 Penalty: 5318.806152
	Iteration 40F: 3 clusters Score -8106206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8106212.500000 Penalty: 5318.806152
	Iteration 41Q: 3 clusters Score -8106212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -8106220.000000 Penalty: 5318.806152
	Iteration 42Q: 3 clusters Score -8106220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -8106230.000000 Penalty: 5318.806152
	Iteration 43Q: 3 clusters Score -8106230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -8106237.500000 Penalty: 5318.806152
	Iteration 44Q: 3 clusters Score -8106238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -8106240.000000 Penalty: 5318.806152
	Iteration 45Q: 3 clusters Score -8106240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -8106239.000000 Penalty: 5318.806152
	Iteration 46Q: 3 clusters Score -8106239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -8106247.500000 Penalty: 5318.806152
	Iteration 47Q: 3 clusters Score -8106248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -8106261.500000 Penalty: 5318.806152
	Iteration 48Q: 3 clusters Score -8106262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8106258.000000 Penalty: 5318.806152
	Iteration 49Q: 3 clusters Score -8106258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -8106285.500000 Penalty: 5318.806152
	Iteration 50Q: 3 clusters Score -8106286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -8106317.000000 Penalty: 5318.806152
	Iteration 51Q: 3 clusters Score -8106317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -8106328.000000 Penalty: 5318.806152
	Iteration 52Q: 3 clusters Score -8106328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -8106315.500000 Penalty: 5318.806152
	Iteration 53Q: 3 clusters Score -8106316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -8106322.500000 Penalty: 5318.806152
	Iteration 54Q: 3 clusters Score -8106322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8106325.000000 Penalty: 5318.806152
	Iteration 55Q: 3 clusters Score -8106325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -8106325.000000 Penalty: 5318.806152
	Iteration 56Q: 3 clusters Score -8106325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -8106321.500000 Penalty: 5318.806152
	Iteration 57Q: 3 clusters Score -8106322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -8106352.500000 Penalty: 5318.806152
	Iteration 58Q: 3 clusters Score -8106352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -8106342.500000 Penalty: 5318.806152
	Iteration 59Q: 3 clusters Score -8106342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8106342.500000 Penalty: 5318.806152
	Iteration 60F: 3 clusters Score -8106342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8106338.000000 Penalty: 5318.806152
	Iteration 61Q: 3 clusters Score -8106338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -8106345.000000 Penalty: 5318.806152
	Iteration 62Q: 3 clusters Score -8106345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8106349.500000 Penalty: 5318.806152
	Iteration 63Q: 3 clusters Score -8106350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -8106336.500000 Penalty: 5318.806152
	Iteration 64Q: 3 clusters Score -8106336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8106340.000000 Penalty: 5318.806152
	Iteration 65Q: 3 clusters Score -8106340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -8106340.000000 Penalty: 5318.806152
	Iteration 66Q: 3 clusters Score -8106340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8106329.500000 Penalty: 5318.806152
	Iteration 67Q: 3 clusters Score -8106330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8106351.500000 Penalty: 5318.806152
	Iteration 68Q: 3 clusters Score -8106352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8106358.000000 Penalty: 5318.806152
	Iteration 69Q: 3 clusters Score -8106358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -8106360.500000 Penalty: 5318.806152
	Iteration 70Q: 3 clusters Score -8106360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8106380.000000 Penalty: 5318.806152
	Iteration 71Q: 3 clusters Score -8106380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8106398.000000 Penalty: 5318.806152
	Iteration 72Q: 3 clusters Score -8106398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8106395.000000 Penalty: 5318.806152
	Iteration 73Q: 3 clusters Score -8106395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -8106377.000000 Penalty: 5318.806152
	Iteration 74Q: 3 clusters Score -8106377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8106384.500000 Penalty: 5318.806152
	Iteration 75Q: 3 clusters Score -8106384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8106381.000000 Penalty: 5318.806152
	Iteration 76Q: 3 clusters Score -8106381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8106381.500000 Penalty: 5318.806152
	Iteration 77Q: 3 clusters Score -8106382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8106385.000000 Penalty: 5318.806152
	Iteration 78Q: 3 clusters Score -8106385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8106391.000000 Penalty: 5318.806152
	Iteration 79Q: 3 clusters Score -8106391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8106386.500000 Penalty: 5318.806152
	Iteration 80F: 3 clusters Score -8106386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8106390.000000 Penalty: 5318.806152
	Iteration 81Q: 3 clusters Score -8106390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8106385.000000 Penalty: 5318.806152
	Iteration 82Q: 3 clusters Score -8106385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8106383.000000 Penalty: 5318.806152
	Iteration 83Q: 3 clusters Score -8106383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8106384.000000 Penalty: 5318.806152
	Iteration 84Q: 3 clusters Score -8106384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8106392.000000 Penalty: 5318.806152
	Iteration 85Q: 3 clusters Score -8106392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -8106392.000000 Penalty: 5318.806152
	Iteration 86Q: 3 clusters Score -8106392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -8106384.000000 Penalty: 5318.806152
	Iteration 87Q: 3 clusters Score -8106384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8106385.500000 Penalty: 5318.806152
	Iteration 88Q: 3 clusters Score -8106386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8106390.000000 Penalty: 5318.806152
	Iteration 89Q: 3 clusters Score -8106390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8106384.500000 Penalty: 5318.806152
	Iteration 90Q: 3 clusters Score -8106384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8106392.000000 Penalty: 5318.806152
	Iteration 91Q: 3 clusters Score -8106392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8106404.500000 Penalty: 5318.806152
	Iteration 92Q: 3 clusters Score -8106404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8106398.500000 Penalty: 5318.806152
	Iteration 93Q: 3 clusters Score -8106398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8106404.500000 Penalty: 5318.806152
	Iteration 94Q: 3 clusters Score -8106404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -8106414.500000 Penalty: 5318.806152
	Iteration 95Q: 3 clusters Score -8106414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8106412.000000 Penalty: 5318.806152
	Iteration 96Q: 3 clusters Score -8106412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8106412.000000 Penalty: 5318.806152
	Iteration 97Q: 3 clusters Score -8106412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8106413.500000 Penalty: 5318.806152
	Iteration 98Q: 3 clusters Score -8106414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8106419.000000 Penalty: 5318.806152
	Iteration 99Q: 3 clusters Score -8106419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8106422.000000 Penalty: 5318.806152
	Iteration 100F: 3 clusters Score -8106422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8106422.000000 Penalty: 5318.806152
	Iteration 101Q: 3 clusters Score -8106422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8106427.500000 Penalty: 5318.806152
	Iteration 102Q: 3 clusters Score -8106428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8106420.500000 Penalty: 5318.806152
	Iteration 103Q: 3 clusters Score -8106420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -8106423.500000 Penalty: 5318.806152
	Iteration 104Q: 3 clusters Score -8106424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8106420.500000 Penalty: 5318.806152
	Iteration 105Q: 3 clusters Score -8106420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8106417.500000 Penalty: 5318.806152
	Iteration 106Q: 3 clusters Score -8106418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8106421.500000 Penalty: 5318.806152
	Iteration 107Q: 3 clusters Score -8106422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8106417.500000 Penalty: 5318.806152
	Iteration 108Q: 3 clusters Score -8106418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8106422.000000 Penalty: 5318.806152
	Iteration 109Q: 3 clusters Score -8106422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8106424.500000 Penalty: 5318.806152
	Iteration 110Q: 3 clusters Score -8106424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8106423.500000 Penalty: 5318.806152
	Iteration 111Q: 3 clusters Score -8106424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8106423.500000 Penalty: 5318.806152
	Iteration 112Q: 3 clusters Score -8106424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8106421.500000 Penalty: 5318.806152
	Iteration 113Q: 3 clusters Score -8106422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8106418.500000 Penalty: 5318.806152
	Iteration 114Q: 3 clusters Score -8106418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -8106422.500000 Penalty: 5318.806152
	Iteration 115Q: 3 clusters Score -8106422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8106421.000000 Penalty: 5318.806152
	Iteration 116Q: 3 clusters Score -8106421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8106418.500000 Penalty: 5318.806152
	Iteration 117Q: 3 clusters Score -8106418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8106416.000000 Penalty: 5318.806152
	Iteration 118Q: 3 clusters Score -8106416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -8106420.500000 Penalty: 5318.806152
	Iteration 119Q: 3 clusters Score -8106420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -8106419.500000 Penalty: 5318.806152
	Iteration 120F: 3 clusters Score -8106420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -8106426.000000 Penalty: 5318.806152
	Iteration 121Q: 3 clusters Score -8106426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -8106426.000000 Penalty: 5318.806152
	Iteration 122F: 3 clusters Score -8106426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (45913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Entering Unmasked Estep 
Score: -8174399.500000 Penalty: 2662.156982
	Iteration 0F: 2 clusters Score -8174400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -8144515.500000 Penalty: 5324.313965
	Iteration 0F: 3 clusters Score -8144516 nChanged 21042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -8156263.000000 Penalty: 5324.313965
	Iteration 1F: 3 clusters Score -8156263 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -8156928.500000 Penalty: 5324.313965
	Iteration 2Q: 3 clusters Score -8156928 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -8157646.000000 Penalty: 5324.313965
	Iteration 3Q: 3 clusters Score -8157646 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -8158480.500000 Penalty: 5324.313965
	Iteration 4Q: 3 clusters Score -8158480 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -8159803.500000 Penalty: 5324.313965
	Iteration 5F: 3 clusters Score -8159804 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -8161881.500000 Penalty: 5324.313965
	Iteration 6F: 3 clusters Score -8161882 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -8164511.500000 Penalty: 5324.313965
	Iteration 7F: 3 clusters Score -8164512 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -8167251.500000 Penalty: 5324.313965
	Iteration 8F: 3 clusters Score -8167252 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8169464.500000 Penalty: 5324.313965
	Iteration 9F: 3 clusters Score -8169464 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8170971.000000 Penalty: 5324.313965
	Iteration 10Q: 3 clusters Score -8170971 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -8171925.000000 Penalty: 5324.313965
	Iteration 11Q: 3 clusters Score -8171925 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8172430.500000 Penalty: 5324.313965
	Iteration 12Q: 3 clusters Score -8172430 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8172667.000000 Penalty: 5324.313965
	Iteration 13Q: 3 clusters Score -8172667 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -8172841.500000 Penalty: 5324.313965
	Iteration 14Q: 3 clusters Score -8172842 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -8172920.000000 Penalty: 5324.313965
	Iteration 15Q: 3 clusters Score -8172920 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -8172955.500000 Penalty: 5324.313965
	Iteration 16Q: 3 clusters Score -8172956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8173005.500000 Penalty: 5324.313965
	Iteration 17Q: 3 clusters Score -8173006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8173024.000000 Penalty: 5324.313965
	Iteration 18Q: 3 clusters Score -8173024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8173022.000000 Penalty: 5324.313965
	Iteration 19Q: 3 clusters Score -8173022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8173043.000000 Penalty: 5324.313965
	Iteration 20F: 3 clusters Score -8173043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8173046.500000 Penalty: 5324.313965
	Iteration 21Q: 3 clusters Score -8173046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -8173056.500000 Penalty: 5324.313965
	Iteration 22Q: 3 clusters Score -8173056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8173060.500000 Penalty: 5324.313965
	Iteration 23Q: 3 clusters Score -8173060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8173062.500000 Penalty: 5324.313965
	Iteration 24Q: 3 clusters Score -8173062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8173052.500000 Penalty: 5324.313965
	Iteration 25Q: 3 clusters Score -8173052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8173058.500000 Penalty: 5324.313965
	Iteration 26Q: 3 clusters Score -8173058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -8173061.000000 Penalty: 5324.313965
	Iteration 27Q: 3 clusters Score -8173061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8173071.500000 Penalty: 5324.313965
	Iteration 28Q: 3 clusters Score -8173072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8173075.000000 Penalty: 5324.313965
	Iteration 29Q: 3 clusters Score -8173075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8173077.000000 Penalty: 5324.313965
	Iteration 30Q: 3 clusters Score -8173077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8173076.000000 Penalty: 5324.313965
	Iteration 31Q: 3 clusters Score -8173076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8173083.500000 Penalty: 5324.313965
	Iteration 32Q: 3 clusters Score -8173084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8173089.000000 Penalty: 5324.313965
	Iteration 33Q: 3 clusters Score -8173089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8173085.000000 Penalty: 5324.313965
	Iteration 34Q: 3 clusters Score -8173085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8173083.000000 Penalty: 5324.313965
	Iteration 35Q: 3 clusters Score -8173083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -8173081.500000 Penalty: 5324.313965
	Iteration 36Q: 3 clusters Score -8173082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -8173079.000000 Penalty: 5324.313965
	Iteration 37Q: 3 clusters Score -8173079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -8173083.500000 Penalty: 5324.313965
	Iteration 38Q: 3 clusters Score -8173084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8173080.000000 Penalty: 5324.313965
	Iteration 39Q: 3 clusters Score -8173080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8173077.500000 Penalty: 5324.313965
	Iteration 40F: 3 clusters Score -8173078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8173074.000000 Penalty: 5324.313965
	Iteration 41Q: 3 clusters Score -8173074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8173081.000000 Penalty: 5324.313965
	Iteration 42Q: 3 clusters Score -8173081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8173074.500000 Penalty: 5324.313965
	Iteration 43Q: 3 clusters Score -8173074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8173087.500000 Penalty: 5324.313965
	Iteration 44Q: 3 clusters Score -8173088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8173081.500000 Penalty: 5324.313965
	Iteration 45Q: 3 clusters Score -8173082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8173084.000000 Penalty: 5324.313965
	Iteration 46Q: 3 clusters Score -8173084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8173074.000000 Penalty: 5324.313965
	Iteration 47Q: 3 clusters Score -8173074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -8173076.000000 Penalty: 5324.313965
	Iteration 48Q: 3 clusters Score -8173076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8173077.000000 Penalty: 5324.313965
	Iteration 49Q: 3 clusters Score -8173077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8173081.500000 Penalty: 5324.313965
	Iteration 50Q: 3 clusters Score -8173082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8173081.500000 Penalty: 5324.313965
	Iteration 51F: 3 clusters Score -8173082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Entering Unmasked Estep 
Score: -8977983.000000 Penalty: 2681.007812
	Iteration 0F: 2 clusters Score -8977983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -8947179.000000 Penalty: 5362.015625
	Iteration 0F: 3 clusters Score -8947179 nChanged 22855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8959990.000000 Penalty: 5362.015625
	Iteration 1F: 3 clusters Score -8959990 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8960543.000000 Penalty: 5362.015625
	Iteration 2Q: 3 clusters Score -8960543 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -8961091.000000 Penalty: 5362.015625
	Iteration 3Q: 3 clusters Score -8961091 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8961716.000000 Penalty: 5362.015625
	Iteration 4Q: 3 clusters Score -8961716 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -8962459.000000 Penalty: 5362.015625
	Iteration 5Q: 3 clusters Score -8962459 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -8963417.000000 Penalty: 5362.015625
	Iteration 6Q: 3 clusters Score -8963417 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -8964671.000000 Penalty: 5362.015625
	Iteration 7Q: 3 clusters Score -8964671 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -8966391.000000 Penalty: 5362.015625
	Iteration 8F: 3 clusters Score -8966391 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -8968142.000000 Penalty: 5362.015625
	Iteration 9F: 3 clusters Score -8968142 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -8969276.000000 Penalty: 5362.015625
	Iteration 10Q: 3 clusters Score -8969276 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -8969767.000000 Penalty: 5362.015625
	Iteration 11Q: 3 clusters Score -8969767 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -8969895.000000 Penalty: 5362.015625
	Iteration 12Q: 3 clusters Score -8969895 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -8969963.000000 Penalty: 5362.015625
	Iteration 13Q: 3 clusters Score -8969963 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -8970015.000000 Penalty: 5362.015625
	Iteration 14Q: 3 clusters Score -8970015 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -8970069.000000 Penalty: 5362.015625
	Iteration 15Q: 3 clusters Score -8970069 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8970132.000000 Penalty: 5362.015625
	Iteration 16Q: 3 clusters Score -8970132 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8970200.000000 Penalty: 5362.015625
	Iteration 17Q: 3 clusters Score -8970200 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -8970291.000000 Penalty: 5362.015625
	Iteration 18Q: 3 clusters Score -8970291 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -8970366.000000 Penalty: 5362.015625
	Iteration 19Q: 3 clusters Score -8970366 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -8970491.000000 Penalty: 5362.015625
	Iteration 20F: 3 clusters Score -8970491 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -8970631.000000 Penalty: 5362.015625
	Iteration 21Q: 3 clusters Score -8970631 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -8970819.000000 Penalty: 5362.015625
	Iteration 22Q: 3 clusters Score -8970819 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -8971004.000000 Penalty: 5362.015625
	Iteration 23Q: 3 clusters Score -8971004 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -8971215.000000 Penalty: 5362.015625
	Iteration 24Q: 3 clusters Score -8971215 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -8971456.000000 Penalty: 5362.015625
	Iteration 25Q: 3 clusters Score -8971456 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -8971712.000000 Penalty: 5362.015625
	Iteration 26Q: 3 clusters Score -8971712 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -8971987.000000 Penalty: 5362.015625
	Iteration 27Q: 3 clusters Score -8971987 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -8972269.000000 Penalty: 5362.015625
	Iteration 28Q: 3 clusters Score -8972269 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -8972614.000000 Penalty: 5362.015625
	Iteration 29Q: 3 clusters Score -8972614 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -8973002.000000 Penalty: 5362.015625
	Iteration 30Q: 3 clusters Score -8973002 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -8973311.000000 Penalty: 5362.015625
	Iteration 31Q: 3 clusters Score -8973311 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8973587.000000 Penalty: 5362.015625
	Iteration 32Q: 3 clusters Score -8973587 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -8973920.000000 Penalty: 5362.015625
	Iteration 33Q: 3 clusters Score -8973920 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -8974201.000000 Penalty: 5362.015625
	Iteration 34Q: 3 clusters Score -8974201 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -8974670.000000 Penalty: 5362.015625
	Iteration 35Q: 3 clusters Score -8974670 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -8975075.000000 Penalty: 5362.015625
	Iteration 36Q: 3 clusters Score -8975075 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8975380.000000 Penalty: 5362.015625
	Iteration 37Q: 3 clusters Score -8975380 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -8975564.000000 Penalty: 5362.015625
	Iteration 38Q: 3 clusters Score -8975564 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -8975681.000000 Penalty: 5362.015625
	Iteration 39Q: 3 clusters Score -8975681 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8975830.000000 Penalty: 5362.015625
	Iteration 40F: 3 clusters Score -8975830 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8975992.000000 Penalty: 5362.015625
	Iteration 41Q: 3 clusters Score -8975992 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -8976143.000000 Penalty: 5362.015625
	Iteration 42Q: 3 clusters Score -8976143 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -8976248.000000 Penalty: 5362.015625
	Iteration 43Q: 3 clusters Score -8976248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -8976349.000000 Penalty: 5362.015625
	Iteration 44Q: 3 clusters Score -8976349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -8976425.000000 Penalty: 5362.015625
	Iteration 45Q: 3 clusters Score -8976425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -8976468.000000 Penalty: 5362.015625
	Iteration 46Q: 3 clusters Score -8976468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -8976489.000000 Penalty: 5362.015625
	Iteration 47Q: 3 clusters Score -8976489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -8976502.000000 Penalty: 5362.015625
	Iteration 48Q: 3 clusters Score -8976502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -8976524.000000 Penalty: 5362.015625
	Iteration 49Q: 3 clusters Score -8976524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -8976525.000000 Penalty: 5362.015625
	Iteration 50Q: 3 clusters Score -8976525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -8976537.000000 Penalty: 5362.015625
	Iteration 51Q: 3 clusters Score -8976537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -8976542.000000 Penalty: 5362.015625
	Iteration 52Q: 3 clusters Score -8976542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -8976533.000000 Penalty: 5362.015625
	Iteration 53Q: 3 clusters Score -8976533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -8976543.000000 Penalty: 5362.015625
	Iteration 54Q: 3 clusters Score -8976543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -8976544.000000 Penalty: 5362.015625
	Iteration 55Q: 3 clusters Score -8976544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -8976546.000000 Penalty: 5362.015625
	Iteration 56Q: 3 clusters Score -8976546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -8976546.000000 Penalty: 5362.015625
	Iteration 57Q: 3 clusters Score -8976546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -8976545.000000 Penalty: 5362.015625
	Iteration 58Q: 3 clusters Score -8976545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -8976545.000000 Penalty: 5362.015625
	Iteration 59F: 3 clusters Score -8976545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -163086.796875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -163086.8 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 557 members 
Entering Unmasked Estep 
Score: -161211.921875 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -161211.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -162274.593750 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -162274.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163396.203125 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -163396.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -163869.500000 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -163869.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -164006.546875 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -164006.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -164024.875000 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -164024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164035.000000 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -164035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -164045.406250 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -164045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -164050.468750 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -164050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -164050.468750 Penalty: 3493.840332
	Iteration 9F: 3 clusters Score -164050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 23014 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23954 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 51021 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42402 members 
Mstep: Class 17 contains 58104 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50418 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48121 members 
Mstep: Class 29 contains 50572 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44682 members 
Mstep: Class 32 contains 44061 members 
Mstep: Class 33 contains 52063 members 
Mstep: Class 34 contains 45406 members 
Mstep: Class 35 contains 45913 members 
Mstep: Class 36 contains 49539 members 
Mstep: Class 37 contains 499 members 
Mstep: Class 38 contains 647 members 
Entering Unmasked Estep 
Score: -196411600.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196412576.000000 to -196411600.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 23014 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23954 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 51021 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42402 members 
Mstep: Class 17 contains 58104 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50418 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48121 members 
Mstep: Class 29 contains 50572 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44682 members 
Mstep: Class 32 contains 44061 members 
Mstep: Class 33 contains 52063 members 
Mstep: Class 34 contains 45406 members 
Mstep: Class 35 contains 45913 members 
Mstep: Class 36 contains 49539 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412448.000000 Penalty: 127827.164062
Iteration 359Q: 38 clusters Score -1.964124e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 48635 members 
Mstep: Class 3 contains 23013 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55420 members 
Mstep: Class 6 contains 27528 members 
Mstep: Class 7 contains 23953 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 51013 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 42403 members 
Mstep: Class 17 contains 58121 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 50414 members 
Mstep: Class 20 contains 49202 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44077 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48124 members 
Mstep: Class 29 contains 50577 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44671 members 
Mstep: Class 32 contains 44060 members 
Mstep: Class 33 contains 52058 members 
Mstep: Class 34 contains 45408 members 
Mstep: Class 35 contains 45907 members 
Mstep: Class 36 contains 49541 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412512.000000 Penalty: 127827.164062
Iteration 360F: 38 clusters Score -1.964125e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 48636 members 
Mstep: Class 3 contains 23013 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 55421 members 
Mstep: Class 6 contains 27527 members 
Mstep: Class 7 contains 23952 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7041 members 
Mstep: Class 13 contains 51014 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42403 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 50411 members 
Mstep: Class 20 contains 49203 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44074 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14407 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48125 members 
Mstep: Class 29 contains 50576 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44662 members 
Mstep: Class 32 contains 44066 members 
Mstep: Class 33 contains 52054 members 
Mstep: Class 34 contains 45402 members 
Mstep: Class 35 contains 45903 members 
Mstep: Class 36 contains 49543 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412544.000000 Penalty: 127827.164062
Iteration 361Q: 38 clusters Score -1.964125e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 23013 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27530 members 
Mstep: Class 7 contains 23950 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 51015 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42398 members 
Mstep: Class 17 contains 58148 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 50414 members 
Mstep: Class 20 contains 49191 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44073 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48126 members 
Mstep: Class 29 contains 50576 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44656 members 
Mstep: Class 32 contains 44085 members 
Mstep: Class 33 contains 52053 members 
Mstep: Class 34 contains 45399 members 
Mstep: Class 35 contains 45894 members 
Mstep: Class 36 contains 49540 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412480.000000 Penalty: 127827.164062
Iteration 362Q: 38 clusters Score -1.964125e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 48641 members 
Mstep: Class 3 contains 23015 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55421 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 23949 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41105 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 51010 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42394 members 
Mstep: Class 17 contains 58166 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50411 members 
Mstep: Class 20 contains 49185 members 
Mstep: Class 21 contains 44251 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44071 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48129 members 
Mstep: Class 29 contains 50573 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44652 members 
Mstep: Class 32 contains 44093 members 
Mstep: Class 33 contains 52051 members 
Mstep: Class 34 contains 45399 members 
Mstep: Class 35 contains 45886 members 
Mstep: Class 36 contains 49545 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412544.000000 Penalty: 127827.164062
Iteration 363Q: 38 clusters Score -1.964125e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 48647 members 
Mstep: Class 3 contains 23012 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55424 members 
Mstep: Class 6 contains 27526 members 
Mstep: Class 7 contains 23948 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 51013 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 42393 members 
Mstep: Class 17 contains 58184 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50400 members 
Mstep: Class 20 contains 49183 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44064 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48132 members 
Mstep: Class 29 contains 50569 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44647 members 
Mstep: Class 32 contains 44102 members 
Mstep: Class 33 contains 52044 members 
Mstep: Class 34 contains 45403 members 
Mstep: Class 35 contains 45883 members 
Mstep: Class 36 contains 49547 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412384.000000 Penalty: 127827.164062
Iteration 364Q: 38 clusters Score -1.964124e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 48652 members 
Mstep: Class 3 contains 23012 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27523 members 
Mstep: Class 7 contains 23947 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7045 members 
Mstep: Class 13 contains 51017 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 42391 members 
Mstep: Class 17 contains 58211 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50389 members 
Mstep: Class 20 contains 49174 members 
Mstep: Class 21 contains 44252 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44064 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48136 members 
Mstep: Class 29 contains 50568 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44645 members 
Mstep: Class 32 contains 44090 members 
Mstep: Class 33 contains 52045 members 
Mstep: Class 34 contains 45407 members 
Mstep: Class 35 contains 45882 members 
Mstep: Class 36 contains 49544 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412608.000000 Penalty: 127827.164062
Iteration 365Q: 38 clusters Score -1.964126e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 48660 members 
Mstep: Class 3 contains 23011 members 
Mstep: Class 4 contains 49070 members 
Mstep: Class 5 contains 55424 members 
Mstep: Class 6 contains 27524 members 
Mstep: Class 7 contains 23947 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 51020 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17135 members 
Mstep: Class 16 contains 42388 members 
Mstep: Class 17 contains 58221 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50377 members 
Mstep: Class 20 contains 49161 members 
Mstep: Class 21 contains 44254 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44066 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14414 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48140 members 
Mstep: Class 29 contains 50571 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44639 members 
Mstep: Class 32 contains 44103 members 
Mstep: Class 33 contains 52047 members 
Mstep: Class 34 contains 45401 members 
Mstep: Class 35 contains 45871 members 
Mstep: Class 36 contains 49548 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412672.000000 Penalty: 127827.164062
Iteration 366Q: 38 clusters Score -1.964127e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 48669 members 
Mstep: Class 3 contains 23009 members 
Mstep: Class 4 contains 49069 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27528 members 
Mstep: Class 7 contains 23945 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 51017 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 42387 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 50373 members 
Mstep: Class 20 contains 49149 members 
Mstep: Class 21 contains 44259 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44060 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14416 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48138 members 
Mstep: Class 29 contains 50576 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44641 members 
Mstep: Class 32 contains 44101 members 
Mstep: Class 33 contains 52049 members 
Mstep: Class 34 contains 45402 members 
Mstep: Class 35 contains 45864 members 
Mstep: Class 36 contains 49548 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412528.000000 Penalty: 127827.164062
Iteration 367Q: 38 clusters Score -1.964125e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 48675 members 
Mstep: Class 3 contains 23005 members 
Mstep: Class 4 contains 49068 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23944 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 51024 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17135 members 
Mstep: Class 16 contains 42387 members 
Mstep: Class 17 contains 58235 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 50364 members 
Mstep: Class 20 contains 49133 members 
Mstep: Class 21 contains 44266 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44055 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14417 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48138 members 
Mstep: Class 29 contains 50580 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44641 members 
Mstep: Class 32 contains 44120 members 
Mstep: Class 33 contains 52051 members 
Mstep: Class 34 contains 45400 members 
Mstep: Class 35 contains 45865 members 
Mstep: Class 36 contains 49541 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412576.000000 Penalty: 127827.164062
Iteration 368Q: 38 clusters Score -1.964126e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 48684 members 
Mstep: Class 3 contains 23003 members 
Mstep: Class 4 contains 49067 members 
Mstep: Class 5 contains 55418 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23942 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 51024 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 42382 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 50364 members 
Mstep: Class 20 contains 49122 members 
Mstep: Class 21 contains 44277 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44057 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14419 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48140 members 
Mstep: Class 29 contains 50582 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44641 members 
Mstep: Class 32 contains 44126 members 
Mstep: Class 33 contains 52048 members 
Mstep: Class 34 contains 45403 members 
Mstep: Class 35 contains 45858 members 
Mstep: Class 36 contains 49537 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412400.000000 Penalty: 127827.164062
Iteration 369Q: 38 clusters Score -1.964124e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 48700 members 
Mstep: Class 3 contains 23000 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55417 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23938 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 51017 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17131 members 
Mstep: Class 16 contains 42380 members 
Mstep: Class 17 contains 58244 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 50359 members 
Mstep: Class 20 contains 49114 members 
Mstep: Class 21 contains 44283 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44059 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14418 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48142 members 
Mstep: Class 29 contains 50584 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44637 members 
Mstep: Class 32 contains 44126 members 
Mstep: Class 33 contains 52057 members 
Mstep: Class 34 contains 45403 members 
Mstep: Class 35 contains 45854 members 
Mstep: Class 36 contains 49536 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412512.000000 Penalty: 127827.164062
Iteration 370Q: 38 clusters Score -1.964125e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 3 contains 22993 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55413 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 23933 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16059 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 51009 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42378 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 50352 members 
Mstep: Class 20 contains 49107 members 
Mstep: Class 21 contains 44285 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44062 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14423 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48144 members 
Mstep: Class 29 contains 50586 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44633 members 
Mstep: Class 32 contains 44122 members 
Mstep: Class 33 contains 52064 members 
Mstep: Class 34 contains 45404 members 
Mstep: Class 35 contains 45852 members 
Mstep: Class 36 contains 49536 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412496.000000 Penalty: 127827.164062
Iteration 371Q: 38 clusters Score -1.964125e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 48710 members 
Mstep: Class 3 contains 22989 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55411 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23929 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16059 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 50999 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42377 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 50346 members 
Mstep: Class 20 contains 49098 members 
Mstep: Class 21 contains 44287 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44063 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48146 members 
Mstep: Class 29 contains 50594 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44634 members 
Mstep: Class 32 contains 44109 members 
Mstep: Class 33 contains 52069 members 
Mstep: Class 34 contains 45403 members 
Mstep: Class 35 contains 45852 members 
Mstep: Class 36 contains 49535 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412624.000000 Penalty: 127827.164062
Iteration 372Q: 38 clusters Score -1.964126e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 48714 members 
Mstep: Class 3 contains 22984 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55412 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23926 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41099 members 
Mstep: Class 10 contains 16059 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 50993 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42376 members 
Mstep: Class 17 contains 58301 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 50348 members 
Mstep: Class 20 contains 49102 members 
Mstep: Class 21 contains 44289 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44060 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48148 members 
Mstep: Class 29 contains 50594 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44634 members 
Mstep: Class 32 contains 44090 members 
Mstep: Class 33 contains 52071 members 
Mstep: Class 34 contains 45401 members 
Mstep: Class 35 contains 45849 members 
Mstep: Class 36 contains 49530 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412704.000000 Penalty: 127827.164062
Iteration 373Q: 38 clusters Score -1.964127e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 48720 members 
Mstep: Class 3 contains 22984 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55407 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23924 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7050 members 
Mstep: Class 13 contains 50994 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42375 members 
Mstep: Class 17 contains 58311 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 50343 members 
Mstep: Class 20 contains 49096 members 
Mstep: Class 21 contains 44291 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44056 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14423 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48147 members 
Mstep: Class 29 contains 50600 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44631 members 
Mstep: Class 32 contains 44088 members 
Mstep: Class 33 contains 52072 members 
Mstep: Class 34 contains 45398 members 
Mstep: Class 35 contains 45847 members 
Mstep: Class 36 contains 49532 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412720.000000 Penalty: 127827.164062
Iteration 374Q: 38 clusters Score -1.964127e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 48727 members 
Mstep: Class 3 contains 22983 members 
Mstep: Class 4 contains 49063 members 
Mstep: Class 5 contains 55409 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 23922 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7051 members 
Mstep: Class 13 contains 50988 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 42375 members 
Mstep: Class 17 contains 58322 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 50346 members 
Mstep: Class 20 contains 49085 members 
Mstep: Class 21 contains 44298 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44053 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14424 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48140 members 
Mstep: Class 29 contains 50604 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 44096 members 
Mstep: Class 33 contains 52070 members 
Mstep: Class 34 contains 45396 members 
Mstep: Class 35 contains 45847 members 
Mstep: Class 36 contains 49526 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412688.000000 Penalty: 127827.164062
Iteration 375Q: 38 clusters Score -1.964127e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 48735 members 
Mstep: Class 3 contains 22980 members 
Mstep: Class 4 contains 49063 members 
Mstep: Class 5 contains 55412 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23920 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 50986 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 42374 members 
Mstep: Class 17 contains 58343 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 50347 members 
Mstep: Class 20 contains 49067 members 
Mstep: Class 21 contains 44301 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44049 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48141 members 
Mstep: Class 29 contains 50613 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 44097 members 
Mstep: Class 33 contains 52067 members 
Mstep: Class 34 contains 45394 members 
Mstep: Class 35 contains 45842 members 
Mstep: Class 36 contains 49531 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412688.000000 Penalty: 127827.164062
Iteration 376Q: 38 clusters Score -1.964127e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 48749 members 
Mstep: Class 3 contains 22980 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55409 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23919 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 50984 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17131 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 58361 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 50351 members 
Mstep: Class 20 contains 49049 members 
Mstep: Class 21 contains 44309 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44046 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14418 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48139 members 
Mstep: Class 29 contains 50616 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 44097 members 
Mstep: Class 33 contains 52066 members 
Mstep: Class 34 contains 45389 members 
Mstep: Class 35 contains 45830 members 
Mstep: Class 36 contains 49533 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412800.000000 Penalty: 127827.164062
Iteration 377Q: 38 clusters Score -1.964128e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 48758 members 
Mstep: Class 3 contains 22980 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 55412 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23916 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 50972 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17128 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 50353 members 
Mstep: Class 20 contains 49043 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44043 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14419 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48142 members 
Mstep: Class 29 contains 50626 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44624 members 
Mstep: Class 32 contains 44089 members 
Mstep: Class 33 contains 52061 members 
Mstep: Class 34 contains 45387 members 
Mstep: Class 35 contains 45824 members 
Mstep: Class 36 contains 49543 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412736.000000 Penalty: 127827.164062
Iteration 378Q: 38 clusters Score -1.964127e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 48772 members 
Mstep: Class 3 contains 22981 members 
Mstep: Class 4 contains 49063 members 
Mstep: Class 5 contains 55411 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23911 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 50974 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17126 members 
Mstep: Class 16 contains 42368 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 50350 members 
Mstep: Class 20 contains 49042 members 
Mstep: Class 21 contains 44314 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44030 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14417 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48146 members 
Mstep: Class 29 contains 50632 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44624 members 
Mstep: Class 32 contains 44080 members 
Mstep: Class 33 contains 52066 members 
Mstep: Class 34 contains 45389 members 
Mstep: Class 35 contains 45818 members 
Mstep: Class 36 contains 49547 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412624.000000 Penalty: 127827.164062
Iteration 379Q: 38 clusters Score -1.964126e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 48780 members 
Mstep: Class 3 contains 22979 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55410 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23908 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50977 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 42370 members 
Mstep: Class 17 contains 58405 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 49033 members 
Mstep: Class 21 contains 44314 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44022 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14417 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48150 members 
Mstep: Class 29 contains 50636 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44624 members 
Mstep: Class 32 contains 44067 members 
Mstep: Class 33 contains 52072 members 
Mstep: Class 34 contains 45389 members 
Mstep: Class 35 contains 45813 members 
Mstep: Class 36 contains 49544 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412608.000000 Penalty: 127827.164062
Iteration 380F: 38 clusters Score -1.964126e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48793 members 
Mstep: Class 3 contains 22975 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55411 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23907 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50968 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 42370 members 
Mstep: Class 17 contains 58419 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50354 members 
Mstep: Class 20 contains 49028 members 
Mstep: Class 21 contains 44318 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44023 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14414 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48156 members 
Mstep: Class 29 contains 50639 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44625 members 
Mstep: Class 32 contains 44049 members 
Mstep: Class 33 contains 52072 members 
Mstep: Class 34 contains 45382 members 
Mstep: Class 35 contains 45810 members 
Mstep: Class 36 contains 49545 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412352.000000 Penalty: 127827.164062
Iteration 381Q: 38 clusters Score -1.964124e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 48802 members 
Mstep: Class 3 contains 22975 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55416 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23907 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41090 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50961 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 42370 members 
Mstep: Class 17 contains 58431 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50351 members 
Mstep: Class 20 contains 49026 members 
Mstep: Class 21 contains 44317 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44022 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14413 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48163 members 
Mstep: Class 29 contains 50642 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44629 members 
Mstep: Class 32 contains 44027 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45379 members 
Mstep: Class 35 contains 45808 members 
Mstep: Class 36 contains 49542 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412272.000000 Penalty: 127827.164062
Iteration 382Q: 38 clusters Score -1.964123e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 48810 members 
Mstep: Class 3 contains 22973 members 
Mstep: Class 4 contains 49058 members 
Mstep: Class 5 contains 55417 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23905 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41090 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50961 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 58442 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50346 members 
Mstep: Class 20 contains 49033 members 
Mstep: Class 21 contains 44320 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44016 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48161 members 
Mstep: Class 29 contains 50647 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44634 members 
Mstep: Class 32 contains 44009 members 
Mstep: Class 33 contains 52080 members 
Mstep: Class 34 contains 45380 members 
Mstep: Class 35 contains 45805 members 
Mstep: Class 36 contains 49540 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412400.000000 Penalty: 127827.164062
Iteration 383Q: 38 clusters Score -1.964124e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 48820 members 
Mstep: Class 3 contains 22976 members 
Mstep: Class 4 contains 49056 members 
Mstep: Class 5 contains 55416 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23904 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50953 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 58451 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 50336 members 
Mstep: Class 20 contains 49037 members 
Mstep: Class 21 contains 44327 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44017 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48163 members 
Mstep: Class 29 contains 50655 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44633 members 
Mstep: Class 32 contains 43988 members 
Mstep: Class 33 contains 52080 members 
Mstep: Class 34 contains 45380 members 
Mstep: Class 35 contains 45807 members 
Mstep: Class 36 contains 49535 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412304.000000 Penalty: 127827.164062
Iteration 384Q: 38 clusters Score -1.964123e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 48834 members 
Mstep: Class 3 contains 22977 members 
Mstep: Class 4 contains 49056 members 
Mstep: Class 5 contains 55418 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23905 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50956 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 42370 members 
Mstep: Class 17 contains 58449 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 50333 members 
Mstep: Class 20 contains 49048 members 
Mstep: Class 21 contains 44326 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44012 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48166 members 
Mstep: Class 29 contains 50651 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44630 members 
Mstep: Class 32 contains 43968 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45377 members 
Mstep: Class 35 contains 45807 members 
Mstep: Class 36 contains 49536 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412368.000000 Penalty: 127827.164062
Iteration 385Q: 38 clusters Score -1.964124e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 48839 members 
Mstep: Class 3 contains 22976 members 
Mstep: Class 4 contains 49058 members 
Mstep: Class 5 contains 55413 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23906 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50957 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 42368 members 
Mstep: Class 17 contains 58458 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 19 contains 50330 members 
Mstep: Class 20 contains 49060 members 
Mstep: Class 21 contains 44326 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44012 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48168 members 
Mstep: Class 29 contains 50653 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44632 members 
Mstep: Class 32 contains 43948 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45374 members 
Mstep: Class 35 contains 45809 members 
Mstep: Class 36 contains 49536 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412176.000000 Penalty: 127827.164062
Iteration 386Q: 38 clusters Score -1.964122e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 48847 members 
Mstep: Class 3 contains 22976 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55412 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23907 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50955 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 42368 members 
Mstep: Class 17 contains 58458 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 50330 members 
Mstep: Class 20 contains 49071 members 
Mstep: Class 21 contains 44325 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44010 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48169 members 
Mstep: Class 29 contains 50651 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44634 members 
Mstep: Class 32 contains 43929 members 
Mstep: Class 33 contains 52088 members 
Mstep: Class 34 contains 45370 members 
Mstep: Class 35 contains 45806 members 
Mstep: Class 36 contains 49540 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412240.000000 Penalty: 127827.164062
Iteration 387Q: 38 clusters Score -1.964122e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 48856 members 
Mstep: Class 3 contains 22976 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55412 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 23908 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50955 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 58457 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 50336 members 
Mstep: Class 20 contains 49078 members 
Mstep: Class 21 contains 44327 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44011 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48169 members 
Mstep: Class 29 contains 50643 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44631 members 
Mstep: Class 32 contains 43920 members 
Mstep: Class 33 contains 52089 members 
Mstep: Class 34 contains 45369 members 
Mstep: Class 35 contains 45801 members 
Mstep: Class 36 contains 49537 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 388Q: 38 clusters Score -1.964121e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 48857 members 
Mstep: Class 3 contains 22974 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55413 members 
Mstep: Class 6 contains 27539 members 
Mstep: Class 7 contains 23906 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50954 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 58460 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 50338 members 
Mstep: Class 20 contains 49091 members 
Mstep: Class 21 contains 44328 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44016 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48172 members 
Mstep: Class 29 contains 50642 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44629 members 
Mstep: Class 32 contains 43915 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45368 members 
Mstep: Class 35 contains 45801 members 
Mstep: Class 36 contains 49533 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411968.000000 Penalty: 127827.164062
Iteration 389Q: 38 clusters Score -1.96412e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 48862 members 
Mstep: Class 3 contains 22970 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55415 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23907 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50953 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 42368 members 
Mstep: Class 17 contains 58456 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 50337 members 
Mstep: Class 20 contains 49096 members 
Mstep: Class 21 contains 44328 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44021 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48174 members 
Mstep: Class 29 contains 50646 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44628 members 
Mstep: Class 32 contains 43917 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45365 members 
Mstep: Class 35 contains 45799 members 
Mstep: Class 36 contains 49526 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 390Q: 38 clusters Score -1.964121e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 48867 members 
Mstep: Class 3 contains 22966 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55417 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23907 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50953 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17123 members 
Mstep: Class 16 contains 42370 members 
Mstep: Class 17 contains 58453 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50331 members 
Mstep: Class 20 contains 49103 members 
Mstep: Class 21 contains 44329 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44025 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48176 members 
Mstep: Class 29 contains 50641 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44629 members 
Mstep: Class 32 contains 43919 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45365 members 
Mstep: Class 35 contains 45798 members 
Mstep: Class 36 contains 49515 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412032.000000 Penalty: 127827.164062
Iteration 391Q: 38 clusters Score -1.96412e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 48871 members 
Mstep: Class 3 contains 22968 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55421 members 
Mstep: Class 6 contains 27538 members 
Mstep: Class 7 contains 23904 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50946 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17121 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 58454 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50333 members 
Mstep: Class 20 contains 49104 members 
Mstep: Class 21 contains 44338 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44031 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48176 members 
Mstep: Class 29 contains 50637 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 43919 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45362 members 
Mstep: Class 35 contains 45797 members 
Mstep: Class 36 contains 49511 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412032.000000 Penalty: 127827.164062
Iteration 392Q: 38 clusters Score -1.96412e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 48879 members 
Mstep: Class 3 contains 22967 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55428 members 
Mstep: Class 6 contains 27539 members 
Mstep: Class 7 contains 23904 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50942 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17120 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 58452 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50327 members 
Mstep: Class 20 contains 49115 members 
Mstep: Class 21 contains 44343 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44029 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48175 members 
Mstep: Class 29 contains 50639 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44625 members 
Mstep: Class 32 contains 43911 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45359 members 
Mstep: Class 35 contains 45800 members 
Mstep: Class 36 contains 49505 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412032.000000 Penalty: 127827.164062
Iteration 393Q: 38 clusters Score -1.96412e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 48884 members 
Mstep: Class 3 contains 22971 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55429 members 
Mstep: Class 6 contains 27537 members 
Mstep: Class 7 contains 23904 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50931 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17121 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58452 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50322 members 
Mstep: Class 20 contains 49120 members 
Mstep: Class 21 contains 44344 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44027 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48177 members 
Mstep: Class 29 contains 50647 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44626 members 
Mstep: Class 32 contains 43905 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45357 members 
Mstep: Class 35 contains 45800 members 
Mstep: Class 36 contains 49507 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412144.000000 Penalty: 127827.164062
Iteration 394Q: 38 clusters Score -1.964121e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 48887 members 
Mstep: Class 3 contains 22969 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55422 members 
Mstep: Class 6 contains 27540 members 
Mstep: Class 7 contains 23903 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50934 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 42366 members 
Mstep: Class 17 contains 58456 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50314 members 
Mstep: Class 20 contains 49125 members 
Mstep: Class 21 contains 44349 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44016 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48178 members 
Mstep: Class 29 contains 50649 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44625 members 
Mstep: Class 32 contains 43900 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45358 members 
Mstep: Class 35 contains 45801 members 
Mstep: Class 36 contains 49509 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412192.000000 Penalty: 127827.164062
Iteration 395Q: 38 clusters Score -1.964122e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 48896 members 
Mstep: Class 3 contains 22969 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23902 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50935 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58454 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50305 members 
Mstep: Class 20 contains 49132 members 
Mstep: Class 21 contains 44351 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48179 members 
Mstep: Class 29 contains 50653 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44626 members 
Mstep: Class 32 contains 43891 members 
Mstep: Class 33 contains 52088 members 
Mstep: Class 34 contains 45357 members 
Mstep: Class 35 contains 45798 members 
Mstep: Class 36 contains 49507 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412208.000000 Penalty: 127827.164062
Iteration 396Q: 38 clusters Score -1.964122e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 48901 members 
Mstep: Class 3 contains 22969 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 23900 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41102 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50941 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17121 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58451 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50306 members 
Mstep: Class 20 contains 49135 members 
Mstep: Class 21 contains 44352 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44010 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48186 members 
Mstep: Class 29 contains 50646 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44630 members 
Mstep: Class 32 contains 43891 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45352 members 
Mstep: Class 35 contains 45796 members 
Mstep: Class 36 contains 49502 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412096.000000 Penalty: 127827.164062
Iteration 397Q: 38 clusters Score -1.964121e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 48903 members 
Mstep: Class 3 contains 22966 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27552 members 
Mstep: Class 7 contains 23899 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50953 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17119 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58451 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50307 members 
Mstep: Class 20 contains 49146 members 
Mstep: Class 21 contains 44350 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44004 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14408 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48188 members 
Mstep: Class 29 contains 50637 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44628 members 
Mstep: Class 32 contains 43888 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45351 members 
Mstep: Class 35 contains 45797 members 
Mstep: Class 36 contains 49500 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412160.000000 Penalty: 127827.164062
Iteration 398Q: 38 clusters Score -1.964122e+08 nChanged 118
Entering ConstructFrom: 
Score: -196412160.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (49414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Entering Unmasked Estep 
Score: -8830567.000000 Penalty: 2680.381348
	Iteration 0F: 2 clusters Score -8830567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8800259.000000 Penalty: 5360.762695
	Iteration 0F: 3 clusters Score -8800259 nChanged 22633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -8812772.000000 Penalty: 5360.762695
	Iteration 1F: 3 clusters Score -8812772 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -8813493.000000 Penalty: 5360.762695
	Iteration 2Q: 3 clusters Score -8813493 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -8814287.000000 Penalty: 5360.762695
	Iteration 3Q: 3 clusters Score -8814287 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -8815308.000000 Penalty: 5360.762695
	Iteration 4Q: 3 clusters Score -8815308 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -8816666.000000 Penalty: 5360.762695
	Iteration 5F: 3 clusters Score -8816666 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -8818359.000000 Penalty: 5360.762695
	Iteration 6F: 3 clusters Score -8818359 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -8820473.000000 Penalty: 5360.762695
	Iteration 7F: 3 clusters Score -8820473 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -8822645.000000 Penalty: 5360.762695
	Iteration 8F: 3 clusters Score -8822645 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -8824643.000000 Penalty: 5360.762695
	Iteration 9F: 3 clusters Score -8824643 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -8826342.000000 Penalty: 5360.762695
	Iteration 10Q: 3 clusters Score -8826342 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -8827585.000000 Penalty: 5360.762695
	Iteration 11Q: 3 clusters Score -8827585 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8828371.000000 Penalty: 5360.762695
	Iteration 12Q: 3 clusters Score -8828371 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -8828827.000000 Penalty: 5360.762695
	Iteration 13Q: 3 clusters Score -8828827 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8829116.000000 Penalty: 5360.762695
	Iteration 14Q: 3 clusters Score -8829116 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -8829328.000000 Penalty: 5360.762695
	Iteration 15Q: 3 clusters Score -8829328 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -8829534.000000 Penalty: 5360.762695
	Iteration 16Q: 3 clusters Score -8829534 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8829672.000000 Penalty: 5360.762695
	Iteration 17Q: 3 clusters Score -8829672 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8829764.000000 Penalty: 5360.762695
	Iteration 18Q: 3 clusters Score -8829764 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8829861.000000 Penalty: 5360.762695
	Iteration 19Q: 3 clusters Score -8829861 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -8829944.000000 Penalty: 5360.762695
	Iteration 20F: 3 clusters Score -8829944 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8830001.000000 Penalty: 5360.762695
	Iteration 21Q: 3 clusters Score -8830001 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8829996.000000 Penalty: 5360.762695
	Iteration 22Q: 3 clusters Score -8829996 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8830019.000000 Penalty: 5360.762695
	Iteration 23Q: 3 clusters Score -8830019 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -8830024.000000 Penalty: 5360.762695
	Iteration 24Q: 3 clusters Score -8830024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -8829989.000000 Penalty: 5360.762695
	Iteration 25Q: 3 clusters Score -8829989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8829972.000000 Penalty: 5360.762695
	Iteration 26Q: 3 clusters Score -8829972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8829956.000000 Penalty: 5360.762695
	Iteration 27Q: 3 clusters Score -8829956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8829965.000000 Penalty: 5360.762695
	Iteration 28Q: 3 clusters Score -8829965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8829964.000000 Penalty: 5360.762695
	Iteration 29Q: 3 clusters Score -8829964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -8829939.000000 Penalty: 5360.762695
	Iteration 30Q: 3 clusters Score -8829939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8829946.000000 Penalty: 5360.762695
	Iteration 31Q: 3 clusters Score -8829946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8829927.000000 Penalty: 5360.762695
	Iteration 32Q: 3 clusters Score -8829927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8829946.000000 Penalty: 5360.762695
	Iteration 33Q: 3 clusters Score -8829946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8829949.000000 Penalty: 5360.762695
	Iteration 34Q: 3 clusters Score -8829949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8829951.000000 Penalty: 5360.762695
	Iteration 35Q: 3 clusters Score -8829951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -8829951.000000 Penalty: 5360.762695
	Iteration 36Q: 3 clusters Score -8829951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8829937.000000 Penalty: 5360.762695
	Iteration 37Q: 3 clusters Score -8829937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8829936.000000 Penalty: 5360.762695
	Iteration 38Q: 3 clusters Score -8829936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -8829929.000000 Penalty: 5360.762695
	Iteration 39Q: 3 clusters Score -8829929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8829930.000000 Penalty: 5360.762695
	Iteration 40F: 3 clusters Score -8829930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8829935.000000 Penalty: 5360.762695
	Iteration 41Q: 3 clusters Score -8829935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8829920.000000 Penalty: 5360.762695
	Iteration 42Q: 3 clusters Score -8829920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8829922.000000 Penalty: 5360.762695
	Iteration 43Q: 3 clusters Score -8829922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8829924.000000 Penalty: 5360.762695
	Iteration 44Q: 3 clusters Score -8829924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -8829935.000000 Penalty: 5360.762695
	Iteration 45Q: 3 clusters Score -8829935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8829922.000000 Penalty: 5360.762695
	Iteration 46Q: 3 clusters Score -8829922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -8829922.000000 Penalty: 5360.762695
	Iteration 47Q: 3 clusters Score -8829922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8829914.000000 Penalty: 5360.762695
	Iteration 48Q: 3 clusters Score -8829914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8829910.000000 Penalty: 5360.762695
	Iteration 49Q: 3 clusters Score -8829910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8829909.000000 Penalty: 5360.762695
	Iteration 50Q: 3 clusters Score -8829909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -8829916.000000 Penalty: 5360.762695
	Iteration 51Q: 3 clusters Score -8829916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8829913.000000 Penalty: 5360.762695
	Iteration 52Q: 3 clusters Score -8829913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8829916.000000 Penalty: 5360.762695
	Iteration 53Q: 3 clusters Score -8829916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8829914.000000 Penalty: 5360.762695
	Iteration 54Q: 3 clusters Score -8829914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -8829917.000000 Penalty: 5360.762695
	Iteration 55Q: 3 clusters Score -8829917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8829921.000000 Penalty: 5360.762695
	Iteration 56Q: 3 clusters Score -8829921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8829921.000000 Penalty: 5360.762695
	Iteration 57F: 3 clusters Score -8829921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Entering Unmasked Estep 
Score: -8708421.000000 Penalty: 2677.823730
	Iteration 0F: 2 clusters Score -8708421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -8677749.000000 Penalty: 5355.647461
	Iteration 0F: 3 clusters Score -8677749 nChanged 22506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -8690272.000000 Penalty: 5355.647461
	Iteration 1F: 3 clusters Score -8690272 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -8690972.000000 Penalty: 5355.647461
	Iteration 2Q: 3 clusters Score -8690972 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -8691609.000000 Penalty: 5355.647461
	Iteration 3Q: 3 clusters Score -8691609 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8692114.000000 Penalty: 5355.647461
	Iteration 4Q: 3 clusters Score -8692114 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8692627.000000 Penalty: 5355.647461
	Iteration 5Q: 3 clusters Score -8692627 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8693300.000000 Penalty: 5355.647461
	Iteration 6Q: 3 clusters Score -8693300 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -8694037.000000 Penalty: 5355.647461
	Iteration 7Q: 3 clusters Score -8694037 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -8694931.000000 Penalty: 5355.647461
	Iteration 8Q: 3 clusters Score -8694931 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -8696242.000000 Penalty: 5355.647461
	Iteration 9F: 3 clusters Score -8696242 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -8697952.000000 Penalty: 5355.647461
	Iteration 10F: 3 clusters Score -8697952 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -8699899.000000 Penalty: 5355.647461
	Iteration 11F: 3 clusters Score -8699899 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -8701890.000000 Penalty: 5355.647461
	Iteration 12F: 3 clusters Score -8701890 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8703709.000000 Penalty: 5355.647461
	Iteration 13Q: 3 clusters Score -8703709 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -8705276.000000 Penalty: 5355.647461
	Iteration 14Q: 3 clusters Score -8705276 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -8706333.000000 Penalty: 5355.647461
	Iteration 15Q: 3 clusters Score -8706333 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -8706886.000000 Penalty: 5355.647461
	Iteration 16Q: 3 clusters Score -8706886 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8707062.000000 Penalty: 5355.647461
	Iteration 17Q: 3 clusters Score -8707062 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -8707139.000000 Penalty: 5355.647461
	Iteration 18Q: 3 clusters Score -8707139 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -8707188.000000 Penalty: 5355.647461
	Iteration 19Q: 3 clusters Score -8707188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -8707209.000000 Penalty: 5355.647461
	Iteration 20F: 3 clusters Score -8707209 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8707220.000000 Penalty: 5355.647461
	Iteration 21Q: 3 clusters Score -8707220 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -8707221.000000 Penalty: 5355.647461
	Iteration 22Q: 3 clusters Score -8707221 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -8707232.000000 Penalty: 5355.647461
	Iteration 23Q: 3 clusters Score -8707232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8707245.000000 Penalty: 5355.647461
	Iteration 24Q: 3 clusters Score -8707245 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -8707234.000000 Penalty: 5355.647461
	Iteration 25Q: 3 clusters Score -8707234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8707245.000000 Penalty: 5355.647461
	Iteration 26Q: 3 clusters Score -8707245 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -8707235.000000 Penalty: 5355.647461
	Iteration 27Q: 3 clusters Score -8707235 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8707237.000000 Penalty: 5355.647461
	Iteration 28Q: 3 clusters Score -8707237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -8707229.000000 Penalty: 5355.647461
	Iteration 29Q: 3 clusters Score -8707229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -8707244.000000 Penalty: 5355.647461
	Iteration 30Q: 3 clusters Score -8707244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -8707255.000000 Penalty: 5355.647461
	Iteration 31Q: 3 clusters Score -8707255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8707233.000000 Penalty: 5355.647461
	Iteration 32Q: 3 clusters Score -8707233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8707235.000000 Penalty: 5355.647461
	Iteration 33Q: 3 clusters Score -8707235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -8707222.000000 Penalty: 5355.647461
	Iteration 34Q: 3 clusters Score -8707222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8707200.000000 Penalty: 5355.647461
	Iteration 35Q: 3 clusters Score -8707200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8707216.000000 Penalty: 5355.647461
	Iteration 36Q: 3 clusters Score -8707216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -8707203.000000 Penalty: 5355.647461
	Iteration 37Q: 3 clusters Score -8707203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8707185.000000 Penalty: 5355.647461
	Iteration 38Q: 3 clusters Score -8707185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8707187.000000 Penalty: 5355.647461
	Iteration 39Q: 3 clusters Score -8707187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8707181.000000 Penalty: 5355.647461
	Iteration 40F: 3 clusters Score -8707181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8707174.000000 Penalty: 5355.647461
	Iteration 41Q: 3 clusters Score -8707174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8707170.000000 Penalty: 5355.647461
	Iteration 42Q: 3 clusters Score -8707170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8707189.000000 Penalty: 5355.647461
	Iteration 43Q: 3 clusters Score -8707189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8707189.000000 Penalty: 5355.647461
	Iteration 44Q: 3 clusters Score -8707189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8707166.000000 Penalty: 5355.647461
	Iteration 45Q: 3 clusters Score -8707166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8707157.000000 Penalty: 5355.647461
	Iteration 46Q: 3 clusters Score -8707157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8707161.000000 Penalty: 5355.647461
	Iteration 47Q: 3 clusters Score -8707161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -8707147.000000 Penalty: 5355.647461
	Iteration 48Q: 3 clusters Score -8707147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8707154.000000 Penalty: 5355.647461
	Iteration 49Q: 3 clusters Score -8707154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8707149.000000 Penalty: 5355.647461
	Iteration 50Q: 3 clusters Score -8707149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -8707144.000000 Penalty: 5355.647461
	Iteration 51Q: 3 clusters Score -8707144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8707139.000000 Penalty: 5355.647461
	Iteration 52Q: 3 clusters Score -8707139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8707145.000000 Penalty: 5355.647461
	Iteration 53Q: 3 clusters Score -8707145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8707138.000000 Penalty: 5355.647461
	Iteration 54Q: 3 clusters Score -8707138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8707125.000000 Penalty: 5355.647461
	Iteration 55Q: 3 clusters Score -8707125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -8707126.000000 Penalty: 5355.647461
	Iteration 56Q: 3 clusters Score -8707126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8707124.000000 Penalty: 5355.647461
	Iteration 57Q: 3 clusters Score -8707124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8707116.000000 Penalty: 5355.647461
	Iteration 58Q: 3 clusters Score -8707116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8707119.000000 Penalty: 5355.647461
	Iteration 59Q: 3 clusters Score -8707119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8707120.000000 Penalty: 5355.647461
	Iteration 60F: 3 clusters Score -8707120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8707116.000000 Penalty: 5355.647461
	Iteration 61Q: 3 clusters Score -8707116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8707116.000000 Penalty: 5355.647461
	Iteration 62Q: 3 clusters Score -8707116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8707121.000000 Penalty: 5355.647461
	Iteration 63Q: 3 clusters Score -8707121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8707120.000000 Penalty: 5355.647461
	Iteration 64Q: 3 clusters Score -8707120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8707114.000000 Penalty: 5355.647461
	Iteration 65Q: 3 clusters Score -8707114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8707101.000000 Penalty: 5355.647461
	Iteration 66Q: 3 clusters Score -8707101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8707098.000000 Penalty: 5355.647461
	Iteration 67Q: 3 clusters Score -8707098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -8707106.000000 Penalty: 5355.647461
	Iteration 68Q: 3 clusters Score -8707106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8707103.000000 Penalty: 5355.647461
	Iteration 69Q: 3 clusters Score -8707103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -8707103.000000 Penalty: 5355.647461
	Iteration 70Q: 3 clusters Score -8707103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8707104.000000 Penalty: 5355.647461
	Iteration 71Q: 3 clusters Score -8707104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8707105.000000 Penalty: 5355.647461
	Iteration 72Q: 3 clusters Score -8707105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -8707103.000000 Penalty: 5355.647461
	Iteration 73Q: 3 clusters Score -8707103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8707093.000000 Penalty: 5355.647461
	Iteration 74Q: 3 clusters Score -8707093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8707100.000000 Penalty: 5355.647461
	Iteration 75Q: 3 clusters Score -8707100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8707100.000000 Penalty: 5355.647461
	Iteration 76Q: 3 clusters Score -8707100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8707100.000000 Penalty: 5355.647461
	Iteration 77F: 3 clusters Score -8707100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Entering Unmasked Estep 
Score: -4114877.000000 Penalty: 2490.337402
	Iteration 0F: 2 clusters Score -4114877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4098861.500000 Penalty: 4980.674805
	Iteration 0F: 3 clusters Score -4098862 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4104482.250000 Penalty: 4980.674805
	Iteration 1F: 3 clusters Score -4104482 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4105031.750000 Penalty: 4980.674805
	Iteration 2F: 3 clusters Score -4105032 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4105616.250000 Penalty: 4980.674805
	Iteration 3F: 3 clusters Score -4105616 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4106221.500000 Penalty: 4980.674805
	Iteration 4Q: 3 clusters Score -4106222 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -4106945.500000 Penalty: 4980.674805
	Iteration 5Q: 3 clusters Score -4106946 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4107650.750000 Penalty: 4980.674805
	Iteration 6Q: 3 clusters Score -4107651 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4108334.500000 Penalty: 4980.674805
	Iteration 7Q: 3 clusters Score -4108334 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4109010.500000 Penalty: 4980.674805
	Iteration 8Q: 3 clusters Score -4109010 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4109549.750000 Penalty: 4980.674805
	Iteration 9Q: 3 clusters Score -4109550 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4110016.500000 Penalty: 4980.674805
	Iteration 10Q: 3 clusters Score -4110016 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4110369.000000 Penalty: 4980.674805
	Iteration 11Q: 3 clusters Score -4110369 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -4110600.750000 Penalty: 4980.674805
	Iteration 12Q: 3 clusters Score -4110601 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4110783.500000 Penalty: 4980.674805
	Iteration 13Q: 3 clusters Score -4110784 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4110963.750000 Penalty: 4980.674805
	Iteration 14Q: 3 clusters Score -4110964 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4111113.250000 Penalty: 4980.674805
	Iteration 15Q: 3 clusters Score -4111113 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4111280.500000 Penalty: 4980.674805
	Iteration 16Q: 3 clusters Score -4111280 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4111432.250000 Penalty: 4980.674805
	Iteration 17Q: 3 clusters Score -4111432 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4111582.750000 Penalty: 4980.674805
	Iteration 18Q: 3 clusters Score -4111583 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4111715.500000 Penalty: 4980.674805
	Iteration 19Q: 3 clusters Score -4111716 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4111846.250000 Penalty: 4980.674805
	Iteration 20F: 3 clusters Score -4111846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4111973.500000 Penalty: 4980.674805
	Iteration 21Q: 3 clusters Score -4111974 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4112075.250000 Penalty: 4980.674805
	Iteration 22Q: 3 clusters Score -4112075 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4112150.250000 Penalty: 4980.674805
	Iteration 23Q: 3 clusters Score -4112150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4112228.250000 Penalty: 4980.674805
	Iteration 24Q: 3 clusters Score -4112228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4112292.500000 Penalty: 4980.674805
	Iteration 25Q: 3 clusters Score -4112292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4112379.250000 Penalty: 4980.674805
	Iteration 26Q: 3 clusters Score -4112379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4112427.000000 Penalty: 4980.674805
	Iteration 27Q: 3 clusters Score -4112427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4112457.000000 Penalty: 4980.674805
	Iteration 28Q: 3 clusters Score -4112457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4112503.250000 Penalty: 4980.674805
	Iteration 29Q: 3 clusters Score -4112503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4112541.750000 Penalty: 4980.674805
	Iteration 30Q: 3 clusters Score -4112542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4112570.000000 Penalty: 4980.674805
	Iteration 31Q: 3 clusters Score -4112570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4112606.250000 Penalty: 4980.674805
	Iteration 32Q: 3 clusters Score -4112606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4112632.250000 Penalty: 4980.674805
	Iteration 33Q: 3 clusters Score -4112632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4112650.500000 Penalty: 4980.674805
	Iteration 34Q: 3 clusters Score -4112650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4112665.250000 Penalty: 4980.674805
	Iteration 35Q: 3 clusters Score -4112665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4112690.750000 Penalty: 4980.674805
	Iteration 36Q: 3 clusters Score -4112691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4112699.250000 Penalty: 4980.674805
	Iteration 37Q: 3 clusters Score -4112699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4112709.000000 Penalty: 4980.674805
	Iteration 38Q: 3 clusters Score -4112709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4112721.500000 Penalty: 4980.674805
	Iteration 39Q: 3 clusters Score -4112722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4112737.000000 Penalty: 4980.674805
	Iteration 40F: 3 clusters Score -4112737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4112750.500000 Penalty: 4980.674805
	Iteration 41Q: 3 clusters Score -4112750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4112754.500000 Penalty: 4980.674805
	Iteration 42Q: 3 clusters Score -4112754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4112763.500000 Penalty: 4980.674805
	Iteration 43Q: 3 clusters Score -4112764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4112768.750000 Penalty: 4980.674805
	Iteration 44Q: 3 clusters Score -4112769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4112781.500000 Penalty: 4980.674805
	Iteration 45Q: 3 clusters Score -4112782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4112778.500000 Penalty: 4980.674805
	Iteration 46Q: 3 clusters Score -4112778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4112782.000000 Penalty: 4980.674805
	Iteration 47Q: 3 clusters Score -4112782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4112785.000000 Penalty: 4980.674805
	Iteration 48Q: 3 clusters Score -4112785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4112787.500000 Penalty: 4980.674805
	Iteration 49Q: 3 clusters Score -4112788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4112789.500000 Penalty: 4980.674805
	Iteration 50Q: 3 clusters Score -4112790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4112790.000000 Penalty: 4980.674805
	Iteration 51Q: 3 clusters Score -4112790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4112793.500000 Penalty: 4980.674805
	Iteration 52Q: 3 clusters Score -4112794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4112796.500000 Penalty: 4980.674805
	Iteration 53Q: 3 clusters Score -4112796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4112800.250000 Penalty: 4980.674805
	Iteration 54Q: 3 clusters Score -4112800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4112798.750000 Penalty: 4980.674805
	Iteration 55Q: 3 clusters Score -4112799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4112800.250000 Penalty: 4980.674805
	Iteration 56Q: 3 clusters Score -4112800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4112799.750000 Penalty: 4980.674805
	Iteration 57Q: 3 clusters Score -4112800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4112799.750000 Penalty: 4980.674805
	Iteration 58F: 3 clusters Score -4112800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Entering Unmasked Estep 
Score: -8708032.000000 Penalty: 2678.547607
	Iteration 0F: 2 clusters Score -8708032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -8677237.000000 Penalty: 5357.095215
	Iteration 0F: 3 clusters Score -8677237 nChanged 22542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -8689698.000000 Penalty: 5357.095215
	Iteration 1F: 3 clusters Score -8689698 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -8690409.000000 Penalty: 5357.095215
	Iteration 2Q: 3 clusters Score -8690409 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -8691328.000000 Penalty: 5357.095215
	Iteration 3Q: 3 clusters Score -8691328 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -8692428.000000 Penalty: 5357.095215
	Iteration 4Q: 3 clusters Score -8692428 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -8693724.000000 Penalty: 5357.095215
	Iteration 5F: 3 clusters Score -8693724 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -8695184.000000 Penalty: 5357.095215
	Iteration 6F: 3 clusters Score -8695184 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -8696786.000000 Penalty: 5357.095215
	Iteration 7F: 3 clusters Score -8696786 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -8698600.000000 Penalty: 5357.095215
	Iteration 8F: 3 clusters Score -8698600 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -8700438.000000 Penalty: 5357.095215
	Iteration 9F: 3 clusters Score -8700438 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -8702000.000000 Penalty: 5357.095215
	Iteration 10Q: 3 clusters Score -8702000 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -8703104.000000 Penalty: 5357.095215
	Iteration 11Q: 3 clusters Score -8703104 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -8703742.000000 Penalty: 5357.095215
	Iteration 12Q: 3 clusters Score -8703742 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -8704056.000000 Penalty: 5357.095215
	Iteration 13Q: 3 clusters Score -8704056 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -8704287.000000 Penalty: 5357.095215
	Iteration 14Q: 3 clusters Score -8704287 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -8704481.000000 Penalty: 5357.095215
	Iteration 15Q: 3 clusters Score -8704481 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -8704617.000000 Penalty: 5357.095215
	Iteration 16Q: 3 clusters Score -8704617 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -8704766.000000 Penalty: 5357.095215
	Iteration 17Q: 3 clusters Score -8704766 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -8704898.000000 Penalty: 5357.095215
	Iteration 18Q: 3 clusters Score -8704898 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -8705007.000000 Penalty: 5357.095215
	Iteration 19Q: 3 clusters Score -8705007 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -8705126.000000 Penalty: 5357.095215
	Iteration 20F: 3 clusters Score -8705126 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -8705197.000000 Penalty: 5357.095215
	Iteration 21Q: 3 clusters Score -8705197 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -8705267.000000 Penalty: 5357.095215
	Iteration 22Q: 3 clusters Score -8705267 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -8705288.000000 Penalty: 5357.095215
	Iteration 23Q: 3 clusters Score -8705288 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -8705339.000000 Penalty: 5357.095215
	Iteration 24Q: 3 clusters Score -8705339 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8705377.000000 Penalty: 5357.095215
	Iteration 25Q: 3 clusters Score -8705377 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -8705466.000000 Penalty: 5357.095215
	Iteration 26Q: 3 clusters Score -8705466 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -8705540.000000 Penalty: 5357.095215
	Iteration 27Q: 3 clusters Score -8705540 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -8705571.000000 Penalty: 5357.095215
	Iteration 28Q: 3 clusters Score -8705571 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8705611.000000 Penalty: 5357.095215
	Iteration 29Q: 3 clusters Score -8705611 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8705678.000000 Penalty: 5357.095215
	Iteration 30Q: 3 clusters Score -8705678 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -8705696.000000 Penalty: 5357.095215
	Iteration 31Q: 3 clusters Score -8705696 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -8705778.000000 Penalty: 5357.095215
	Iteration 32Q: 3 clusters Score -8705778 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -8705831.000000 Penalty: 5357.095215
	Iteration 33Q: 3 clusters Score -8705831 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8705887.000000 Penalty: 5357.095215
	Iteration 34Q: 3 clusters Score -8705887 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8705911.000000 Penalty: 5357.095215
	Iteration 35Q: 3 clusters Score -8705911 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -8705988.000000 Penalty: 5357.095215
	Iteration 36Q: 3 clusters Score -8705988 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8706050.000000 Penalty: 5357.095215
	Iteration 37Q: 3 clusters Score -8706050 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8706088.000000 Penalty: 5357.095215
	Iteration 38Q: 3 clusters Score -8706088 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8706142.000000 Penalty: 5357.095215
	Iteration 39Q: 3 clusters Score -8706142 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -8706158.000000 Penalty: 5357.095215
	Iteration 40F: 3 clusters Score -8706158 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8706200.000000 Penalty: 5357.095215
	Iteration 41Q: 3 clusters Score -8706200 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -8706229.000000 Penalty: 5357.095215
	Iteration 42Q: 3 clusters Score -8706229 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8706264.000000 Penalty: 5357.095215
	Iteration 43Q: 3 clusters Score -8706264 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8706282.000000 Penalty: 5357.095215
	Iteration 44Q: 3 clusters Score -8706282 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8706281.000000 Penalty: 5357.095215
	Iteration 45Q: 3 clusters Score -8706281 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8706310.000000 Penalty: 5357.095215
	Iteration 46Q: 3 clusters Score -8706310 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8706322.000000 Penalty: 5357.095215
	Iteration 47Q: 3 clusters Score -8706322 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -8706360.000000 Penalty: 5357.095215
	Iteration 48Q: 3 clusters Score -8706360 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8706421.000000 Penalty: 5357.095215
	Iteration 49Q: 3 clusters Score -8706421 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -8706491.000000 Penalty: 5357.095215
	Iteration 50Q: 3 clusters Score -8706491 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -8706552.000000 Penalty: 5357.095215
	Iteration 51Q: 3 clusters Score -8706552 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8706624.000000 Penalty: 5357.095215
	Iteration 52Q: 3 clusters Score -8706624 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -8706701.000000 Penalty: 5357.095215
	Iteration 53Q: 3 clusters Score -8706701 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -8706783.000000 Penalty: 5357.095215
	Iteration 54Q: 3 clusters Score -8706783 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -8706874.000000 Penalty: 5357.095215
	Iteration 55Q: 3 clusters Score -8706874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -8706927.000000 Penalty: 5357.095215
	Iteration 56Q: 3 clusters Score -8706927 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8706993.000000 Penalty: 5357.095215
	Iteration 57Q: 3 clusters Score -8706993 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -8707097.000000 Penalty: 5357.095215
	Iteration 58Q: 3 clusters Score -8707097 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -8707173.000000 Penalty: 5357.095215
	Iteration 59Q: 3 clusters Score -8707173 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -8707293.000000 Penalty: 5357.095215
	Iteration 60F: 3 clusters Score -8707293 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -8707408.000000 Penalty: 5357.095215
	Iteration 61Q: 3 clusters Score -8707408 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -8707500.000000 Penalty: 5357.095215
	Iteration 62Q: 3 clusters Score -8707500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -8707596.000000 Penalty: 5357.095215
	Iteration 63Q: 3 clusters Score -8707596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -8707651.000000 Penalty: 5357.095215
	Iteration 64Q: 3 clusters Score -8707651 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -8707706.000000 Penalty: 5357.095215
	Iteration 65Q: 3 clusters Score -8707706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -8707720.000000 Penalty: 5357.095215
	Iteration 66Q: 3 clusters Score -8707720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -8707744.000000 Penalty: 5357.095215
	Iteration 67Q: 3 clusters Score -8707744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -8707755.000000 Penalty: 5357.095215
	Iteration 68Q: 3 clusters Score -8707755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -8707767.000000 Penalty: 5357.095215
	Iteration 69Q: 3 clusters Score -8707767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8707774.000000 Penalty: 5357.095215
	Iteration 70Q: 3 clusters Score -8707774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -8707786.000000 Penalty: 5357.095215
	Iteration 71Q: 3 clusters Score -8707786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -8707787.000000 Penalty: 5357.095215
	Iteration 72Q: 3 clusters Score -8707787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -8707782.000000 Penalty: 5357.095215
	Iteration 73Q: 3 clusters Score -8707782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -8707791.000000 Penalty: 5357.095215
	Iteration 74Q: 3 clusters Score -8707791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -8707802.000000 Penalty: 5357.095215
	Iteration 75Q: 3 clusters Score -8707802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -8707809.000000 Penalty: 5357.095215
	Iteration 76Q: 3 clusters Score -8707809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -8707815.000000 Penalty: 5357.095215
	Iteration 77Q: 3 clusters Score -8707815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -8707813.000000 Penalty: 5357.095215
	Iteration 78Q: 3 clusters Score -8707813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -8707812.000000 Penalty: 5357.095215
	Iteration 79Q: 3 clusters Score -8707812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -8707816.000000 Penalty: 5357.095215
	Iteration 80F: 3 clusters Score -8707816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -8707814.000000 Penalty: 5357.095215
	Iteration 81Q: 3 clusters Score -8707814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8707814.000000 Penalty: 5357.095215
	Iteration 82Q: 3 clusters Score -8707814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -8707822.000000 Penalty: 5357.095215
	Iteration 83Q: 3 clusters Score -8707822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -8707822.000000 Penalty: 5357.095215
	Iteration 84F: 3 clusters Score -8707822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Entering Unmasked Estep 
Score: -9934419.000000 Penalty: 2708.855469
	Iteration 0F: 2 clusters Score -9934419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -9903023.000000 Penalty: 5417.710938
	Iteration 0F: 3 clusters Score -9903023 nChanged 25531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -9917085.000000 Penalty: 5417.710938
	Iteration 1F: 3 clusters Score -9917085 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -9917716.000000 Penalty: 5417.710938
	Iteration 2Q: 3 clusters Score -9917716 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -9918349.000000 Penalty: 5417.710938
	Iteration 3Q: 3 clusters Score -9918349 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -9919204.000000 Penalty: 5417.710938
	Iteration 4Q: 3 clusters Score -9919204 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -9920473.000000 Penalty: 5417.710938
	Iteration 5Q: 3 clusters Score -9920473 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -9922322.000000 Penalty: 5417.710938
	Iteration 6F: 3 clusters Score -9922322 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -9924930.000000 Penalty: 5417.710938
	Iteration 7F: 3 clusters Score -9924930 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -9927683.000000 Penalty: 5417.710938
	Iteration 8F: 3 clusters Score -9927683 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -9929563.000000 Penalty: 5417.710938
	Iteration 9F: 3 clusters Score -9929563 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -9930577.000000 Penalty: 5417.710938
	Iteration 10Q: 3 clusters Score -9930577 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -9931215.000000 Penalty: 5417.710938
	Iteration 11Q: 3 clusters Score -9931215 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -9931524.000000 Penalty: 5417.710938
	Iteration 12Q: 3 clusters Score -9931524 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -9931719.000000 Penalty: 5417.710938
	Iteration 13Q: 3 clusters Score -9931719 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -9931887.000000 Penalty: 5417.710938
	Iteration 14Q: 3 clusters Score -9931887 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -9931974.000000 Penalty: 5417.710938
	Iteration 15Q: 3 clusters Score -9931974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -9932043.000000 Penalty: 5417.710938
	Iteration 16Q: 3 clusters Score -9932043 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -9932080.000000 Penalty: 5417.710938
	Iteration 17Q: 3 clusters Score -9932080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -9932127.000000 Penalty: 5417.710938
	Iteration 18Q: 3 clusters Score -9932127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -9932145.000000 Penalty: 5417.710938
	Iteration 19Q: 3 clusters Score -9932145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -9932148.000000 Penalty: 5417.710938
	Iteration 20F: 3 clusters Score -9932148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -9932165.000000 Penalty: 5417.710938
	Iteration 21Q: 3 clusters Score -9932165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -9932169.000000 Penalty: 5417.710938
	Iteration 22Q: 3 clusters Score -9932169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -9932177.000000 Penalty: 5417.710938
	Iteration 23Q: 3 clusters Score -9932177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -9932191.000000 Penalty: 5417.710938
	Iteration 24Q: 3 clusters Score -9932191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -9932205.000000 Penalty: 5417.710938
	Iteration 25Q: 3 clusters Score -9932205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -9932207.000000 Penalty: 5417.710938
	Iteration 26Q: 3 clusters Score -9932207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -9932224.000000 Penalty: 5417.710938
	Iteration 27Q: 3 clusters Score -9932224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -9932232.000000 Penalty: 5417.710938
	Iteration 28Q: 3 clusters Score -9932232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -9932236.000000 Penalty: 5417.710938
	Iteration 29Q: 3 clusters Score -9932236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -9932238.000000 Penalty: 5417.710938
	Iteration 30Q: 3 clusters Score -9932238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -9932242.000000 Penalty: 5417.710938
	Iteration 31Q: 3 clusters Score -9932242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -9932248.000000 Penalty: 5417.710938
	Iteration 32Q: 3 clusters Score -9932248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -9932246.000000 Penalty: 5417.710938
	Iteration 33Q: 3 clusters Score -9932246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -9932246.000000 Penalty: 5417.710938
	Iteration 34F: 3 clusters Score -9932246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Entering Unmasked Estep 
Score: -4842121.500000 Penalty: 2535.500977
	Iteration 0F: 2 clusters Score -4842122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4823149.500000 Penalty: 5071.001953
	Iteration 0F: 3 clusters Score -4823150 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4829960.000000 Penalty: 5071.001953
	Iteration 1F: 3 clusters Score -4829960 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4830593.000000 Penalty: 5071.001953
	Iteration 2F: 3 clusters Score -4830593 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4831370.500000 Penalty: 5071.001953
	Iteration 3F: 3 clusters Score -4831370 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4832285.000000 Penalty: 5071.001953
	Iteration 4F: 3 clusters Score -4832285 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4833493.000000 Penalty: 5071.001953
	Iteration 5F: 3 clusters Score -4833493 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4834906.000000 Penalty: 5071.001953
	Iteration 6F: 3 clusters Score -4834906 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4836389.000000 Penalty: 5071.001953
	Iteration 7F: 3 clusters Score -4836389 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4837692.000000 Penalty: 5071.001953
	Iteration 8F: 3 clusters Score -4837692 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4838780.000000 Penalty: 5071.001953
	Iteration 9Q: 3 clusters Score -4838780 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4839541.000000 Penalty: 5071.001953
	Iteration 10Q: 3 clusters Score -4839541 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4840054.500000 Penalty: 5071.001953
	Iteration 11Q: 3 clusters Score -4840054 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4840337.000000 Penalty: 5071.001953
	Iteration 12Q: 3 clusters Score -4840337 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4840523.000000 Penalty: 5071.001953
	Iteration 13Q: 3 clusters Score -4840523 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4840659.500000 Penalty: 5071.001953
	Iteration 14Q: 3 clusters Score -4840660 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4840791.500000 Penalty: 5071.001953
	Iteration 15Q: 3 clusters Score -4840792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4840894.000000 Penalty: 5071.001953
	Iteration 16Q: 3 clusters Score -4840894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4841006.000000 Penalty: 5071.001953
	Iteration 17Q: 3 clusters Score -4841006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4841109.500000 Penalty: 5071.001953
	Iteration 18Q: 3 clusters Score -4841110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4841180.500000 Penalty: 5071.001953
	Iteration 19Q: 3 clusters Score -4841180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4841237.500000 Penalty: 5071.001953
	Iteration 20F: 3 clusters Score -4841238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4841283.000000 Penalty: 5071.001953
	Iteration 21Q: 3 clusters Score -4841283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4841289.500000 Penalty: 5071.001953
	Iteration 22Q: 3 clusters Score -4841290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4841294.500000 Penalty: 5071.001953
	Iteration 23Q: 3 clusters Score -4841294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4841293.000000 Penalty: 5071.001953
	Iteration 24Q: 3 clusters Score -4841293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4841305.000000 Penalty: 5071.001953
	Iteration 25Q: 3 clusters Score -4841305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4841306.500000 Penalty: 5071.001953
	Iteration 26Q: 3 clusters Score -4841306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4841316.500000 Penalty: 5071.001953
	Iteration 27Q: 3 clusters Score -4841316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4841319.500000 Penalty: 5071.001953
	Iteration 28Q: 3 clusters Score -4841320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4841325.000000 Penalty: 5071.001953
	Iteration 29Q: 3 clusters Score -4841325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4841318.500000 Penalty: 5071.001953
	Iteration 30Q: 3 clusters Score -4841318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4841320.000000 Penalty: 5071.001953
	Iteration 31Q: 3 clusters Score -4841320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4841320.000000 Penalty: 5071.001953
	Iteration 32F: 3 clusters Score -4841320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Entering Unmasked Estep 
Score: -4156383.250000 Penalty: 2500.255615
	Iteration 0F: 2 clusters Score -4156383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4139837.000000 Penalty: 5000.511230
	Iteration 0F: 3 clusters Score -4139837 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4145743.500000 Penalty: 5000.511230
	Iteration 1F: 3 clusters Score -4145744 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4146191.250000 Penalty: 5000.511230
	Iteration 2F: 3 clusters Score -4146191 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4146568.500000 Penalty: 5000.511230
	Iteration 3Q: 3 clusters Score -4146568 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4146941.750000 Penalty: 5000.511230
	Iteration 4Q: 3 clusters Score -4146942 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4147340.250000 Penalty: 5000.511230
	Iteration 5Q: 3 clusters Score -4147340 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4147752.750000 Penalty: 5000.511230
	Iteration 6Q: 3 clusters Score -4147753 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4148310.500000 Penalty: 5000.511230
	Iteration 7Q: 3 clusters Score -4148310 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4148959.750000 Penalty: 5000.511230
	Iteration 8Q: 3 clusters Score -4148960 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4149810.000000 Penalty: 5000.511230
	Iteration 9F: 3 clusters Score -4149810 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4150781.500000 Penalty: 5000.511230
	Iteration 10F: 3 clusters Score -4150782 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4151657.250000 Penalty: 5000.511230
	Iteration 11Q: 3 clusters Score -4151657 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4152402.250000 Penalty: 5000.511230
	Iteration 12Q: 3 clusters Score -4152402 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4152975.500000 Penalty: 5000.511230
	Iteration 13Q: 3 clusters Score -4152976 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4153400.250000 Penalty: 5000.511230
	Iteration 14Q: 3 clusters Score -4153400 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4153714.000000 Penalty: 5000.511230
	Iteration 15Q: 3 clusters Score -4153714 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4153906.250000 Penalty: 5000.511230
	Iteration 16Q: 3 clusters Score -4153906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -4154005.750000 Penalty: 5000.511230
	Iteration 17Q: 3 clusters Score -4154006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4154052.000000 Penalty: 5000.511230
	Iteration 18Q: 3 clusters Score -4154052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4154097.500000 Penalty: 5000.511230
	Iteration 19Q: 3 clusters Score -4154098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4154139.500000 Penalty: 5000.511230
	Iteration 20F: 3 clusters Score -4154140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4154164.000000 Penalty: 5000.511230
	Iteration 21Q: 3 clusters Score -4154164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -4154198.250000 Penalty: 5000.511230
	Iteration 22Q: 3 clusters Score -4154198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4154210.000000 Penalty: 5000.511230
	Iteration 23Q: 3 clusters Score -4154210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -4154215.000000 Penalty: 5000.511230
	Iteration 24Q: 3 clusters Score -4154215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4154221.750000 Penalty: 5000.511230
	Iteration 25Q: 3 clusters Score -4154222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4154228.250000 Penalty: 5000.511230
	Iteration 26Q: 3 clusters Score -4154228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4154233.750000 Penalty: 5000.511230
	Iteration 27Q: 3 clusters Score -4154234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -4154230.250000 Penalty: 5000.511230
	Iteration 28Q: 3 clusters Score -4154230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4154232.750000 Penalty: 5000.511230
	Iteration 29Q: 3 clusters Score -4154233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4154234.250000 Penalty: 5000.511230
	Iteration 30Q: 3 clusters Score -4154234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4154234.250000 Penalty: 5000.511230
	Iteration 31F: 3 clusters Score -4154234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -947044.812500 Penalty: 2133.499512
	Iteration 0F: 2 clusters Score -947044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -942232.750000 Penalty: 4266.999023
	Iteration 0F: 3 clusters Score -942232.8 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -943442.437500 Penalty: 4266.999023
	Iteration 1F: 3 clusters Score -943442.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -943782.812500 Penalty: 4266.999023
	Iteration 2F: 3 clusters Score -943782.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -944082.062500 Penalty: 4266.999023
	Iteration 3F: 3 clusters Score -944082.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -944322.937500 Penalty: 4266.999023
	Iteration 4F: 3 clusters Score -944322.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -944550.062500 Penalty: 4266.999023
	Iteration 5F: 3 clusters Score -944550.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -944742.187500 Penalty: 4266.999023
	Iteration 6Q: 3 clusters Score -944742.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -944912.000000 Penalty: 4266.999023
	Iteration 7Q: 3 clusters Score -944912 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -945079.437500 Penalty: 4266.999023
	Iteration 8Q: 3 clusters Score -945079.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -945208.000000 Penalty: 4266.999023
	Iteration 9Q: 3 clusters Score -945208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -945307.187500 Penalty: 4266.999023
	Iteration 10Q: 3 clusters Score -945307.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -945382.187500 Penalty: 4266.999023
	Iteration 11Q: 3 clusters Score -945382.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -945440.625000 Penalty: 4266.999023
	Iteration 12Q: 3 clusters Score -945440.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -945491.062500 Penalty: 4266.999023
	Iteration 13Q: 3 clusters Score -945491.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -945534.375000 Penalty: 4266.999023
	Iteration 14Q: 3 clusters Score -945534.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -945561.812500 Penalty: 4266.999023
	Iteration 15Q: 3 clusters Score -945561.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -945586.125000 Penalty: 4266.999023
	Iteration 16Q: 3 clusters Score -945586.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -945599.687500 Penalty: 4266.999023
	Iteration 17Q: 3 clusters Score -945599.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -945612.625000 Penalty: 4266.999023
	Iteration 18Q: 3 clusters Score -945612.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -945622.312500 Penalty: 4266.999023
	Iteration 19Q: 3 clusters Score -945622.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -945638.562500 Penalty: 4266.999023
	Iteration 20F: 3 clusters Score -945638.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -945648.937500 Penalty: 4266.999023
	Iteration 21Q: 3 clusters Score -945648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -945660.687500 Penalty: 4266.999023
	Iteration 22Q: 3 clusters Score -945660.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -945667.562500 Penalty: 4266.999023
	Iteration 23Q: 3 clusters Score -945667.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -945673.375000 Penalty: 4266.999023
	Iteration 24Q: 3 clusters Score -945673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -945682.500000 Penalty: 4266.999023
	Iteration 25Q: 3 clusters Score -945682.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -945690.750000 Penalty: 4266.999023
	Iteration 26Q: 3 clusters Score -945690.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -945697.625000 Penalty: 4266.999023
	Iteration 27Q: 3 clusters Score -945697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -945697.250000 Penalty: 4266.999023
	Iteration 28Q: 3 clusters Score -945697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -945701.812500 Penalty: 4266.999023
	Iteration 29Q: 3 clusters Score -945701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -945707.187500 Penalty: 4266.999023
	Iteration 30Q: 3 clusters Score -945707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -945705.125000 Penalty: 4266.999023
	Iteration 31Q: 3 clusters Score -945705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -945707.312500 Penalty: 4266.999023
	Iteration 32Q: 3 clusters Score -945707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -945707.250000 Penalty: 4266.999023
	Iteration 33Q: 3 clusters Score -945707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -945707.250000 Penalty: 4266.999023
	Iteration 34F: 3 clusters Score -945707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Entering Unmasked Estep 
Score: -7287982.000000 Penalty: 2634.717285
	Iteration 0F: 2 clusters Score -7287982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -7260409.000000 Penalty: 5269.434570
	Iteration 0F: 3 clusters Score -7260409 nChanged 18757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -7270536.000000 Penalty: 5269.434570
	Iteration 1F: 3 clusters Score -7270536 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -7271127.000000 Penalty: 5269.434570
	Iteration 2Q: 3 clusters Score -7271127 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -7271750.500000 Penalty: 5269.434570
	Iteration 3Q: 3 clusters Score -7271750 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -7272376.500000 Penalty: 5269.434570
	Iteration 4Q: 3 clusters Score -7272376 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -7273076.500000 Penalty: 5269.434570
	Iteration 5Q: 3 clusters Score -7273076 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -7273871.500000 Penalty: 5269.434570
	Iteration 6Q: 3 clusters Score -7273872 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -7274719.000000 Penalty: 5269.434570
	Iteration 7Q: 3 clusters Score -7274719 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -7275559.500000 Penalty: 5269.434570
	Iteration 8Q: 3 clusters Score -7275560 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -7276445.500000 Penalty: 5269.434570
	Iteration 9Q: 3 clusters Score -7276446 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -7277363.000000 Penalty: 5269.434570
	Iteration 10Q: 3 clusters Score -7277363 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -7278358.500000 Penalty: 5269.434570
	Iteration 11Q: 3 clusters Score -7278358 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -7279421.000000 Penalty: 5269.434570
	Iteration 12Q: 3 clusters Score -7279421 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -7280413.500000 Penalty: 5269.434570
	Iteration 13Q: 3 clusters Score -7280414 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -7281390.500000 Penalty: 5269.434570
	Iteration 14Q: 3 clusters Score -7281390 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -7282383.500000 Penalty: 5269.434570
	Iteration 15Q: 3 clusters Score -7282384 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7283229.000000 Penalty: 5269.434570
	Iteration 16Q: 3 clusters Score -7283229 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -7283952.500000 Penalty: 5269.434570
	Iteration 17Q: 3 clusters Score -7283952 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7284472.000000 Penalty: 5269.434570
	Iteration 18Q: 3 clusters Score -7284472 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7284833.500000 Penalty: 5269.434570
	Iteration 19Q: 3 clusters Score -7284834 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -7285123.500000 Penalty: 5269.434570
	Iteration 20F: 3 clusters Score -7285124 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7285322.500000 Penalty: 5269.434570
	Iteration 21Q: 3 clusters Score -7285322 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -7285451.000000 Penalty: 5269.434570
	Iteration 22Q: 3 clusters Score -7285451 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7285548.000000 Penalty: 5269.434570
	Iteration 23Q: 3 clusters Score -7285548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7285586.000000 Penalty: 5269.434570
	Iteration 24Q: 3 clusters Score -7285586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7285639.500000 Penalty: 5269.434570
	Iteration 25Q: 3 clusters Score -7285640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7285671.500000 Penalty: 5269.434570
	Iteration 26Q: 3 clusters Score -7285672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -7285680.000000 Penalty: 5269.434570
	Iteration 27Q: 3 clusters Score -7285680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -7285693.000000 Penalty: 5269.434570
	Iteration 28Q: 3 clusters Score -7285693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -7285710.500000 Penalty: 5269.434570
	Iteration 29Q: 3 clusters Score -7285710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7285738.500000 Penalty: 5269.434570
	Iteration 30Q: 3 clusters Score -7285738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7285745.500000 Penalty: 5269.434570
	Iteration 31Q: 3 clusters Score -7285746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7285770.500000 Penalty: 5269.434570
	Iteration 32Q: 3 clusters Score -7285770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -7285793.000000 Penalty: 5269.434570
	Iteration 33Q: 3 clusters Score -7285793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7285801.500000 Penalty: 5269.434570
	Iteration 34Q: 3 clusters Score -7285802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7285811.500000 Penalty: 5269.434570
	Iteration 35Q: 3 clusters Score -7285812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -7285807.000000 Penalty: 5269.434570
	Iteration 36Q: 3 clusters Score -7285807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7285810.500000 Penalty: 5269.434570
	Iteration 37Q: 3 clusters Score -7285810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7285808.500000 Penalty: 5269.434570
	Iteration 38Q: 3 clusters Score -7285808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -7285822.000000 Penalty: 5269.434570
	Iteration 39Q: 3 clusters Score -7285822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7285827.000000 Penalty: 5269.434570
	Iteration 40F: 3 clusters Score -7285827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -7285834.500000 Penalty: 5269.434570
	Iteration 41Q: 3 clusters Score -7285834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -7285839.000000 Penalty: 5269.434570
	Iteration 42Q: 3 clusters Score -7285839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7285837.500000 Penalty: 5269.434570
	Iteration 43Q: 3 clusters Score -7285838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -7285842.000000 Penalty: 5269.434570
	Iteration 44Q: 3 clusters Score -7285842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -7285844.000000 Penalty: 5269.434570
	Iteration 45Q: 3 clusters Score -7285844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7285844.000000 Penalty: 5269.434570
	Iteration 46Q: 3 clusters Score -7285844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7285844.000000 Penalty: 5269.434570
	Iteration 47Q: 3 clusters Score -7285844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7285849.500000 Penalty: 5269.434570
	Iteration 48Q: 3 clusters Score -7285850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -7285848.500000 Penalty: 5269.434570
	Iteration 49Q: 3 clusters Score -7285848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -7285852.000000 Penalty: 5269.434570
	Iteration 50Q: 3 clusters Score -7285852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -7285852.000000 Penalty: 5269.434570
	Iteration 51F: 3 clusters Score -7285852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Entering Unmasked Estep 
Score: -2842751.750000 Penalty: 2401.406250
	Iteration 0F: 2 clusters Score -2842752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2831277.000000 Penalty: 4802.812500
	Iteration 0F: 3 clusters Score -2831277 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2834814.250000 Penalty: 4802.812500
	Iteration 1F: 3 clusters Score -2834814 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2835126.500000 Penalty: 4802.812500
	Iteration 2F: 3 clusters Score -2835126 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2835369.750000 Penalty: 4802.812500
	Iteration 3Q: 3 clusters Score -2835370 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2835627.500000 Penalty: 4802.812500
	Iteration 4Q: 3 clusters Score -2835628 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2835851.000000 Penalty: 4802.812500
	Iteration 5Q: 3 clusters Score -2835851 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2836123.000000 Penalty: 4802.812500
	Iteration 6Q: 3 clusters Score -2836123 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2836406.250000 Penalty: 4802.812500
	Iteration 7Q: 3 clusters Score -2836406 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2836701.750000 Penalty: 4802.812500
	Iteration 8Q: 3 clusters Score -2836702 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2836965.250000 Penalty: 4802.812500
	Iteration 9Q: 3 clusters Score -2836965 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2837222.750000 Penalty: 4802.812500
	Iteration 10Q: 3 clusters Score -2837223 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2837532.250000 Penalty: 4802.812500
	Iteration 11Q: 3 clusters Score -2837532 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2837815.000000 Penalty: 4802.812500
	Iteration 12Q: 3 clusters Score -2837815 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2838104.750000 Penalty: 4802.812500
	Iteration 13Q: 3 clusters Score -2838105 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2838402.500000 Penalty: 4802.812500
	Iteration 14Q: 3 clusters Score -2838402 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2838726.250000 Penalty: 4802.812500
	Iteration 15Q: 3 clusters Score -2838726 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2839004.500000 Penalty: 4802.812500
	Iteration 16Q: 3 clusters Score -2839004 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2839287.500000 Penalty: 4802.812500
	Iteration 17Q: 3 clusters Score -2839288 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2839573.250000 Penalty: 4802.812500
	Iteration 18Q: 3 clusters Score -2839573 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2839823.250000 Penalty: 4802.812500
	Iteration 19Q: 3 clusters Score -2839823 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2840036.000000 Penalty: 4802.812500
	Iteration 20F: 3 clusters Score -2840036 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2840219.250000 Penalty: 4802.812500
	Iteration 21Q: 3 clusters Score -2840219 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2840367.250000 Penalty: 4802.812500
	Iteration 22Q: 3 clusters Score -2840367 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2840501.750000 Penalty: 4802.812500
	Iteration 23Q: 3 clusters Score -2840502 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2840617.500000 Penalty: 4802.812500
	Iteration 24Q: 3 clusters Score -2840618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2840711.750000 Penalty: 4802.812500
	Iteration 25Q: 3 clusters Score -2840712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2840781.750000 Penalty: 4802.812500
	Iteration 26Q: 3 clusters Score -2840782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2840837.000000 Penalty: 4802.812500
	Iteration 27Q: 3 clusters Score -2840837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2840859.500000 Penalty: 4802.812500
	Iteration 28Q: 3 clusters Score -2840860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2840881.250000 Penalty: 4802.812500
	Iteration 29Q: 3 clusters Score -2840881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2840905.000000 Penalty: 4802.812500
	Iteration 30Q: 3 clusters Score -2840905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2840933.500000 Penalty: 4802.812500
	Iteration 31Q: 3 clusters Score -2840934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2840954.250000 Penalty: 4802.812500
	Iteration 32Q: 3 clusters Score -2840954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2840967.750000 Penalty: 4802.812500
	Iteration 33Q: 3 clusters Score -2840968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2840979.750000 Penalty: 4802.812500
	Iteration 34Q: 3 clusters Score -2840980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2840987.250000 Penalty: 4802.812500
	Iteration 35Q: 3 clusters Score -2840987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2840994.750000 Penalty: 4802.812500
	Iteration 36Q: 3 clusters Score -2840995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2841004.750000 Penalty: 4802.812500
	Iteration 37Q: 3 clusters Score -2841005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2841017.250000 Penalty: 4802.812500
	Iteration 38Q: 3 clusters Score -2841017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2841030.250000 Penalty: 4802.812500
	Iteration 39Q: 3 clusters Score -2841030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2841042.000000 Penalty: 4802.812500
	Iteration 40F: 3 clusters Score -2841042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2841046.000000 Penalty: 4802.812500
	Iteration 41Q: 3 clusters Score -2841046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2841048.500000 Penalty: 4802.812500
	Iteration 42Q: 3 clusters Score -2841048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2841051.000000 Penalty: 4802.812500
	Iteration 43Q: 3 clusters Score -2841051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2841051.000000 Penalty: 4802.812500
	Iteration 44F: 3 clusters Score -2841051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46142.089844 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46142.09 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46830.031250 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46830.03 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47309.226562 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -47309.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47608.339844 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -47608.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47827.433594 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -47827.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47941.535156 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -47941.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47981.281250 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -47981.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47994.042969 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -47994.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47996.511719 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -47996.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47999.343750 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -47999.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -48015.718750 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -48015.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -48054.984375 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -48054.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -48054.984375 Penalty: 3129.719482
	Iteration 12F: 3 clusters Score -48054.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23901 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 165 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50959 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17117 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50308 members 
Mstep: Class 20 contains 49155 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48196 members 
Mstep: Class 29 contains 50632 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44626 members 
Mstep: Class 32 contains 43887 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45350 members 
Mstep: Class 35 contains 45791 members 
Mstep: Class 36 contains 49496 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 385 members 
Entering Unmasked Estep 
Score: -196411040.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196412160.000000 to -196411040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -1235507.250000 Penalty: 2197.614746
	Iteration 0F: 2 clusters Score -1235507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1229756.750000 Penalty: 4395.229492
	Iteration 0F: 3 clusters Score -1229757 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1231485.375000 Penalty: 4395.229492
	Iteration 1F: 3 clusters Score -1231485 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1231946.125000 Penalty: 4395.229492
	Iteration 2F: 3 clusters Score -1231946 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1232310.875000 Penalty: 4395.229492
	Iteration 3F: 3 clusters Score -1232311 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1232580.250000 Penalty: 4395.229492
	Iteration 4F: 3 clusters Score -1232580 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1232746.125000 Penalty: 4395.229492
	Iteration 5Q: 3 clusters Score -1232746 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1232879.875000 Penalty: 4395.229492
	Iteration 6Q: 3 clusters Score -1232880 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1232979.250000 Penalty: 4395.229492
	Iteration 7Q: 3 clusters Score -1232979 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1233047.625000 Penalty: 4395.229492
	Iteration 8Q: 3 clusters Score -1233048 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1233099.500000 Penalty: 4395.229492
	Iteration 9Q: 3 clusters Score -1233100 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1233145.625000 Penalty: 4395.229492
	Iteration 10Q: 3 clusters Score -1233146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1233181.500000 Penalty: 4395.229492
	Iteration 11Q: 3 clusters Score -1233182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1233212.125000 Penalty: 4395.229492
	Iteration 12Q: 3 clusters Score -1233212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1233229.250000 Penalty: 4395.229492
	Iteration 13Q: 3 clusters Score -1233229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1233243.250000 Penalty: 4395.229492
	Iteration 14Q: 3 clusters Score -1233243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1233257.625000 Penalty: 4395.229492
	Iteration 15Q: 3 clusters Score -1233258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1233264.250000 Penalty: 4395.229492
	Iteration 16Q: 3 clusters Score -1233264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1233271.375000 Penalty: 4395.229492
	Iteration 17Q: 3 clusters Score -1233271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1233284.000000 Penalty: 4395.229492
	Iteration 18Q: 3 clusters Score -1233284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1233288.000000 Penalty: 4395.229492
	Iteration 19Q: 3 clusters Score -1233288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1233295.250000 Penalty: 4395.229492
	Iteration 20F: 3 clusters Score -1233295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1233306.375000 Penalty: 4395.229492
	Iteration 21Q: 3 clusters Score -1233306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1233316.125000 Penalty: 4395.229492
	Iteration 22Q: 3 clusters Score -1233316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1233325.500000 Penalty: 4395.229492
	Iteration 23Q: 3 clusters Score -1233326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1233330.500000 Penalty: 4395.229492
	Iteration 24Q: 3 clusters Score -1233330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1233345.625000 Penalty: 4395.229492
	Iteration 25Q: 3 clusters Score -1233346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1233364.125000 Penalty: 4395.229492
	Iteration 26Q: 3 clusters Score -1233364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1233388.125000 Penalty: 4395.229492
	Iteration 27Q: 3 clusters Score -1233388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1233401.750000 Penalty: 4395.229492
	Iteration 28Q: 3 clusters Score -1233402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1233409.250000 Penalty: 4395.229492
	Iteration 29Q: 3 clusters Score -1233409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1233416.000000 Penalty: 4395.229492
	Iteration 30Q: 3 clusters Score -1233416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1233422.000000 Penalty: 4395.229492
	Iteration 31Q: 3 clusters Score -1233422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1233431.000000 Penalty: 4395.229492
	Iteration 32Q: 3 clusters Score -1233431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1233442.625000 Penalty: 4395.229492
	Iteration 33Q: 3 clusters Score -1233443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1233454.000000 Penalty: 4395.229492
	Iteration 34Q: 3 clusters Score -1233454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1233474.625000 Penalty: 4395.229492
	Iteration 35Q: 3 clusters Score -1233475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1233487.125000 Penalty: 4395.229492
	Iteration 36Q: 3 clusters Score -1233487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1233509.250000 Penalty: 4395.229492
	Iteration 37Q: 3 clusters Score -1233509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1233521.875000 Penalty: 4395.229492
	Iteration 38Q: 3 clusters Score -1233522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1233535.625000 Penalty: 4395.229492
	Iteration 39Q: 3 clusters Score -1233536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1233545.375000 Penalty: 4395.229492
	Iteration 40F: 3 clusters Score -1233545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1233550.000000 Penalty: 4395.229492
	Iteration 41Q: 3 clusters Score -1233550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1233557.375000 Penalty: 4395.229492
	Iteration 42Q: 3 clusters Score -1233557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1233570.000000 Penalty: 4395.229492
	Iteration 43Q: 3 clusters Score -1233570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1233583.125000 Penalty: 4395.229492
	Iteration 44Q: 3 clusters Score -1233583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1233588.750000 Penalty: 4395.229492
	Iteration 45Q: 3 clusters Score -1233589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1233601.000000 Penalty: 4395.229492
	Iteration 46Q: 3 clusters Score -1233601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1233612.000000 Penalty: 4395.229492
	Iteration 47Q: 3 clusters Score -1233612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1233629.375000 Penalty: 4395.229492
	Iteration 48Q: 3 clusters Score -1233629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1233639.375000 Penalty: 4395.229492
	Iteration 49Q: 3 clusters Score -1233639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1233657.500000 Penalty: 4395.229492
	Iteration 50Q: 3 clusters Score -1233658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1233672.250000 Penalty: 4395.229492
	Iteration 51Q: 3 clusters Score -1233672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1233685.625000 Penalty: 4395.229492
	Iteration 52Q: 3 clusters Score -1233686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1233696.625000 Penalty: 4395.229492
	Iteration 53Q: 3 clusters Score -1233697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1233706.000000 Penalty: 4395.229492
	Iteration 54Q: 3 clusters Score -1233706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1233713.250000 Penalty: 4395.229492
	Iteration 55Q: 3 clusters Score -1233713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1233722.375000 Penalty: 4395.229492
	Iteration 56Q: 3 clusters Score -1233722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1233724.500000 Penalty: 4395.229492
	Iteration 57Q: 3 clusters Score -1233724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1233729.875000 Penalty: 4395.229492
	Iteration 58Q: 3 clusters Score -1233730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1233733.000000 Penalty: 4395.229492
	Iteration 59Q: 3 clusters Score -1233733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1233738.500000 Penalty: 4395.229492
	Iteration 60F: 3 clusters Score -1233738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1233744.125000 Penalty: 4395.229492
	Iteration 61Q: 3 clusters Score -1233744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1233746.500000 Penalty: 4395.229492
	Iteration 62Q: 3 clusters Score -1233746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1233757.625000 Penalty: 4395.229492
	Iteration 63Q: 3 clusters Score -1233758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1233764.000000 Penalty: 4395.229492
	Iteration 64Q: 3 clusters Score -1233764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1233770.875000 Penalty: 4395.229492
	Iteration 65Q: 3 clusters Score -1233771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1233781.125000 Penalty: 4395.229492
	Iteration 66Q: 3 clusters Score -1233781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1233798.000000 Penalty: 4395.229492
	Iteration 67Q: 3 clusters Score -1233798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1233815.125000 Penalty: 4395.229492
	Iteration 68Q: 3 clusters Score -1233815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1233825.125000 Penalty: 4395.229492
	Iteration 69Q: 3 clusters Score -1233825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1233838.375000 Penalty: 4395.229492
	Iteration 70Q: 3 clusters Score -1233838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1233847.500000 Penalty: 4395.229492
	Iteration 71Q: 3 clusters Score -1233848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1233854.625000 Penalty: 4395.229492
	Iteration 72Q: 3 clusters Score -1233855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1233862.000000 Penalty: 4395.229492
	Iteration 73Q: 3 clusters Score -1233862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1233872.000000 Penalty: 4395.229492
	Iteration 74Q: 3 clusters Score -1233872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1233876.375000 Penalty: 4395.229492
	Iteration 75Q: 3 clusters Score -1233876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1233885.875000 Penalty: 4395.229492
	Iteration 76Q: 3 clusters Score -1233886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1233885.875000 Penalty: 4395.229492
	Iteration 77Q: 3 clusters Score -1233886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1233892.125000 Penalty: 4395.229492
	Iteration 78Q: 3 clusters Score -1233892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1233899.250000 Penalty: 4395.229492
	Iteration 79Q: 3 clusters Score -1233899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1233902.375000 Penalty: 4395.229492
	Iteration 80F: 3 clusters Score -1233902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1233907.500000 Penalty: 4395.229492
	Iteration 81Q: 3 clusters Score -1233908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1233913.125000 Penalty: 4395.229492
	Iteration 82Q: 3 clusters Score -1233913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1233917.125000 Penalty: 4395.229492
	Iteration 83Q: 3 clusters Score -1233917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1233922.000000 Penalty: 4395.229492
	Iteration 84Q: 3 clusters Score -1233922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1233923.500000 Penalty: 4395.229492
	Iteration 85Q: 3 clusters Score -1233924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1233927.250000 Penalty: 4395.229492
	Iteration 86Q: 3 clusters Score -1233927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1233928.625000 Penalty: 4395.229492
	Iteration 87Q: 3 clusters Score -1233929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1233931.875000 Penalty: 4395.229492
	Iteration 88Q: 3 clusters Score -1233932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1233933.875000 Penalty: 4395.229492
	Iteration 89Q: 3 clusters Score -1233934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1233934.875000 Penalty: 4395.229492
	Iteration 90Q: 3 clusters Score -1233935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1233937.875000 Penalty: 4395.229492
	Iteration 91Q: 3 clusters Score -1233938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1233940.500000 Penalty: 4395.229492
	Iteration 92Q: 3 clusters Score -1233940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1233942.000000 Penalty: 4395.229492
	Iteration 93Q: 3 clusters Score -1233942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1233944.000000 Penalty: 4395.229492
	Iteration 94Q: 3 clusters Score -1233944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1233948.125000 Penalty: 4395.229492
	Iteration 95Q: 3 clusters Score -1233948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1233950.625000 Penalty: 4395.229492
	Iteration 96Q: 3 clusters Score -1233951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1233949.375000 Penalty: 4395.229492
	Iteration 97Q: 3 clusters Score -1233949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1233952.875000 Penalty: 4395.229492
	Iteration 98Q: 3 clusters Score -1233953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1233952.250000 Penalty: 4395.229492
	Iteration 99Q: 3 clusters Score -1233952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1233954.000000 Penalty: 4395.229492
	Iteration 100F: 3 clusters Score -1233954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1233955.125000 Penalty: 4395.229492
	Iteration 101Q: 3 clusters Score -1233955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1233957.750000 Penalty: 4395.229492
	Iteration 102Q: 3 clusters Score -1233958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1233956.625000 Penalty: 4395.229492
	Iteration 103Q: 3 clusters Score -1233957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1233963.000000 Penalty: 4395.229492
	Iteration 104Q: 3 clusters Score -1233963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1233966.250000 Penalty: 4395.229492
	Iteration 105Q: 3 clusters Score -1233966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1233970.500000 Penalty: 4395.229492
	Iteration 106Q: 3 clusters Score -1233970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1233968.625000 Penalty: 4395.229492
	Iteration 107Q: 3 clusters Score -1233969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1233975.875000 Penalty: 4395.229492
	Iteration 108Q: 3 clusters Score -1233976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1233981.625000 Penalty: 4395.229492
	Iteration 109Q: 3 clusters Score -1233982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1233985.750000 Penalty: 4395.229492
	Iteration 110Q: 3 clusters Score -1233986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1233989.125000 Penalty: 4395.229492
	Iteration 111Q: 3 clusters Score -1233989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1233989.625000 Penalty: 4395.229492
	Iteration 112Q: 3 clusters Score -1233990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1233989.625000 Penalty: 4395.229492
	Iteration 113Q: 3 clusters Score -1233990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1233989.625000 Penalty: 4395.229492
	Iteration 114F: 3 clusters Score -1233990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Entering Unmasked Estep 
Score: -9208297.000000 Penalty: 2688.016602
	Iteration 0F: 2 clusters Score -9208297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -9177571.000000 Penalty: 5376.033203
	Iteration 0F: 3 clusters Score -9177571 nChanged 23526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -9190706.000000 Penalty: 5376.033203
	Iteration 1F: 3 clusters Score -9190706 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -9191288.000000 Penalty: 5376.033203
	Iteration 2Q: 3 clusters Score -9191288 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -9191838.000000 Penalty: 5376.033203
	Iteration 3Q: 3 clusters Score -9191838 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -9192423.000000 Penalty: 5376.033203
	Iteration 4Q: 3 clusters Score -9192423 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -9192922.000000 Penalty: 5376.033203
	Iteration 5Q: 3 clusters Score -9192922 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -9193384.000000 Penalty: 5376.033203
	Iteration 6Q: 3 clusters Score -9193384 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -9193780.000000 Penalty: 5376.033203
	Iteration 7Q: 3 clusters Score -9193780 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -9194239.000000 Penalty: 5376.033203
	Iteration 8Q: 3 clusters Score -9194239 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -9194574.000000 Penalty: 5376.033203
	Iteration 9Q: 3 clusters Score -9194574 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -9194994.000000 Penalty: 5376.033203
	Iteration 10Q: 3 clusters Score -9194994 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -9195274.000000 Penalty: 5376.033203
	Iteration 11Q: 3 clusters Score -9195274 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -9195494.000000 Penalty: 5376.033203
	Iteration 12Q: 3 clusters Score -9195494 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -9195661.000000 Penalty: 5376.033203
	Iteration 13Q: 3 clusters Score -9195661 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -9195898.000000 Penalty: 5376.033203
	Iteration 14Q: 3 clusters Score -9195898 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -9196112.000000 Penalty: 5376.033203
	Iteration 15Q: 3 clusters Score -9196112 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -9196400.000000 Penalty: 5376.033203
	Iteration 16Q: 3 clusters Score -9196400 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -9196840.000000 Penalty: 5376.033203
	Iteration 17Q: 3 clusters Score -9196840 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -9197344.000000 Penalty: 5376.033203
	Iteration 18Q: 3 clusters Score -9197344 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -9198037.000000 Penalty: 5376.033203
	Iteration 19Q: 3 clusters Score -9198037 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -9199084.000000 Penalty: 5376.033203
	Iteration 20F: 3 clusters Score -9199084 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -9200395.000000 Penalty: 5376.033203
	Iteration 21Q: 3 clusters Score -9200395 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -9202081.000000 Penalty: 5376.033203
	Iteration 22F: 3 clusters Score -9202081 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -9203658.000000 Penalty: 5376.033203
	Iteration 23F: 3 clusters Score -9203658 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -9204771.000000 Penalty: 5376.033203
	Iteration 24Q: 3 clusters Score -9204771 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -9205378.000000 Penalty: 5376.033203
	Iteration 25Q: 3 clusters Score -9205378 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9205745.000000 Penalty: 5376.033203
	Iteration 26Q: 3 clusters Score -9205745 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9205957.000000 Penalty: 5376.033203
	Iteration 27Q: 3 clusters Score -9205957 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9206063.000000 Penalty: 5376.033203
	Iteration 28Q: 3 clusters Score -9206063 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9206099.000000 Penalty: 5376.033203
	Iteration 29Q: 3 clusters Score -9206099 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9206155.000000 Penalty: 5376.033203
	Iteration 30Q: 3 clusters Score -9206155 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9206163.000000 Penalty: 5376.033203
	Iteration 31Q: 3 clusters Score -9206163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9206203.000000 Penalty: 5376.033203
	Iteration 32Q: 3 clusters Score -9206203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9206211.000000 Penalty: 5376.033203
	Iteration 33Q: 3 clusters Score -9206211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9206230.000000 Penalty: 5376.033203
	Iteration 34Q: 3 clusters Score -9206230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9206248.000000 Penalty: 5376.033203
	Iteration 35Q: 3 clusters Score -9206248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9206258.000000 Penalty: 5376.033203
	Iteration 36Q: 3 clusters Score -9206258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9206258.000000 Penalty: 5376.033203
	Iteration 37Q: 3 clusters Score -9206258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9206259.000000 Penalty: 5376.033203
	Iteration 38Q: 3 clusters Score -9206259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9206273.000000 Penalty: 5376.033203
	Iteration 39Q: 3 clusters Score -9206273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9206272.000000 Penalty: 5376.033203
	Iteration 40F: 3 clusters Score -9206272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9206280.000000 Penalty: 5376.033203
	Iteration 41Q: 3 clusters Score -9206280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9206284.000000 Penalty: 5376.033203
	Iteration 42Q: 3 clusters Score -9206284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9206287.000000 Penalty: 5376.033203
	Iteration 43Q: 3 clusters Score -9206287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9206291.000000 Penalty: 5376.033203
	Iteration 44Q: 3 clusters Score -9206291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9206283.000000 Penalty: 5376.033203
	Iteration 45Q: 3 clusters Score -9206283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9206287.000000 Penalty: 5376.033203
	Iteration 46Q: 3 clusters Score -9206287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9206287.000000 Penalty: 5376.033203
	Iteration 47F: 3 clusters Score -9206287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -141611.765625 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -141611.8 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 427 members 
Entering Unmasked Estep 
Score: -139907.546875 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -139907.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -140267.234375 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -140267.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -140381.484375 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -140381.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140425.843750 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -140425.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -140463.875000 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -140463.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -140497.718750 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -140497.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -140564.781250 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -140564.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -140616.078125 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -140616.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -140661.578125 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -140661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -140686.125000 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -140686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -140709.031250 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -140709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -140733.171875 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -140733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -140755.578125 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -140755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -140775.906250 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -140775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -140802.906250 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -140802.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -140816.562500 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -140816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -140827.015625 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -140827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -140839.203125 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -140839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -140852.312500 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -140852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -140873.375000 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -140873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -140888.312500 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -140888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -140896.453125 Penalty: 3338.584961
	Iteration 21Q: 3 clusters Score -140896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -140901.140625 Penalty: 3338.584961
	Iteration 22Q: 3 clusters Score -140901.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -140901.140625 Penalty: 3338.584961
	Iteration 23F: 3 clusters Score -140901.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Entering Unmasked Estep 
Score: -3011189.750000 Penalty: 2417.461182
	Iteration 0F: 2 clusters Score -3011190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2998967.250000 Penalty: 4834.922363
	Iteration 0F: 3 clusters Score -2998967 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3002922.750000 Penalty: 4834.922363
	Iteration 1F: 3 clusters Score -3002923 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3003407.000000 Penalty: 4834.922363
	Iteration 2F: 3 clusters Score -3003407 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3003829.000000 Penalty: 4834.922363
	Iteration 3F: 3 clusters Score -3003829 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3004243.250000 Penalty: 4834.922363
	Iteration 4Q: 3 clusters Score -3004243 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3004638.000000 Penalty: 4834.922363
	Iteration 5Q: 3 clusters Score -3004638 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3005046.750000 Penalty: 4834.922363
	Iteration 6Q: 3 clusters Score -3005047 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3005461.500000 Penalty: 4834.922363
	Iteration 7Q: 3 clusters Score -3005462 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3005809.750000 Penalty: 4834.922363
	Iteration 8Q: 3 clusters Score -3005810 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3006172.750000 Penalty: 4834.922363
	Iteration 9Q: 3 clusters Score -3006173 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3006530.000000 Penalty: 4834.922363
	Iteration 10Q: 3 clusters Score -3006530 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3006877.750000 Penalty: 4834.922363
	Iteration 11Q: 3 clusters Score -3006878 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3007282.250000 Penalty: 4834.922363
	Iteration 12Q: 3 clusters Score -3007282 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3007700.750000 Penalty: 4834.922363
	Iteration 13Q: 3 clusters Score -3007701 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3008016.750000 Penalty: 4834.922363
	Iteration 14Q: 3 clusters Score -3008017 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3008275.750000 Penalty: 4834.922363
	Iteration 15Q: 3 clusters Score -3008276 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3008483.750000 Penalty: 4834.922363
	Iteration 16Q: 3 clusters Score -3008484 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3008637.000000 Penalty: 4834.922363
	Iteration 17Q: 3 clusters Score -3008637 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3008760.000000 Penalty: 4834.922363
	Iteration 18Q: 3 clusters Score -3008760 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3008850.000000 Penalty: 4834.922363
	Iteration 19Q: 3 clusters Score -3008850 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3008901.750000 Penalty: 4834.922363
	Iteration 20F: 3 clusters Score -3008902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3008971.000000 Penalty: 4834.922363
	Iteration 21Q: 3 clusters Score -3008971 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3009010.000000 Penalty: 4834.922363
	Iteration 22Q: 3 clusters Score -3009010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3009032.750000 Penalty: 4834.922363
	Iteration 23Q: 3 clusters Score -3009033 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3009046.750000 Penalty: 4834.922363
	Iteration 24Q: 3 clusters Score -3009047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3009074.500000 Penalty: 4834.922363
	Iteration 25Q: 3 clusters Score -3009074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3009086.250000 Penalty: 4834.922363
	Iteration 26Q: 3 clusters Score -3009086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3009092.750000 Penalty: 4834.922363
	Iteration 27Q: 3 clusters Score -3009093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3009100.000000 Penalty: 4834.922363
	Iteration 28Q: 3 clusters Score -3009100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3009112.750000 Penalty: 4834.922363
	Iteration 29Q: 3 clusters Score -3009113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3009125.250000 Penalty: 4834.922363
	Iteration 30Q: 3 clusters Score -3009125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3009138.750000 Penalty: 4834.922363
	Iteration 31Q: 3 clusters Score -3009139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3009140.500000 Penalty: 4834.922363
	Iteration 32Q: 3 clusters Score -3009140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3009146.750000 Penalty: 4834.922363
	Iteration 33Q: 3 clusters Score -3009147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3009152.000000 Penalty: 4834.922363
	Iteration 34Q: 3 clusters Score -3009152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3009157.000000 Penalty: 4834.922363
	Iteration 35Q: 3 clusters Score -3009157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3009159.000000 Penalty: 4834.922363
	Iteration 36Q: 3 clusters Score -3009159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3009156.250000 Penalty: 4834.922363
	Iteration 37Q: 3 clusters Score -3009156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3009152.750000 Penalty: 4834.922363
	Iteration 38Q: 3 clusters Score -3009153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3009157.500000 Penalty: 4834.922363
	Iteration 39Q: 3 clusters Score -3009158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3009157.250000 Penalty: 4834.922363
	Iteration 40F: 3 clusters Score -3009157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3009160.250000 Penalty: 4834.922363
	Iteration 41Q: 3 clusters Score -3009160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3009164.750000 Penalty: 4834.922363
	Iteration 42Q: 3 clusters Score -3009165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3009167.000000 Penalty: 4834.922363
	Iteration 43Q: 3 clusters Score -3009167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3009169.500000 Penalty: 4834.922363
	Iteration 44Q: 3 clusters Score -3009170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3009166.500000 Penalty: 4834.922363
	Iteration 45Q: 3 clusters Score -3009166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3009174.250000 Penalty: 4834.922363
	Iteration 46Q: 3 clusters Score -3009174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3009176.500000 Penalty: 4834.922363
	Iteration 47Q: 3 clusters Score -3009176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3009180.750000 Penalty: 4834.922363
	Iteration 48Q: 3 clusters Score -3009181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3009183.000000 Penalty: 4834.922363
	Iteration 49Q: 3 clusters Score -3009183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3009183.250000 Penalty: 4834.922363
	Iteration 50Q: 3 clusters Score -3009183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3009188.250000 Penalty: 4834.922363
	Iteration 51Q: 3 clusters Score -3009188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3009190.000000 Penalty: 4834.922363
	Iteration 52Q: 3 clusters Score -3009190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3009192.250000 Penalty: 4834.922363
	Iteration 53Q: 3 clusters Score -3009192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3009202.750000 Penalty: 4834.922363
	Iteration 54Q: 3 clusters Score -3009203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3009201.250000 Penalty: 4834.922363
	Iteration 55Q: 3 clusters Score -3009201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3009196.750000 Penalty: 4834.922363
	Iteration 56Q: 3 clusters Score -3009197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3009201.250000 Penalty: 4834.922363
	Iteration 57Q: 3 clusters Score -3009201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3009204.750000 Penalty: 4834.922363
	Iteration 58Q: 3 clusters Score -3009205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3009202.000000 Penalty: 4834.922363
	Iteration 59Q: 3 clusters Score -3009202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3009206.250000 Penalty: 4834.922363
	Iteration 60F: 3 clusters Score -3009206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Entering Unmasked Estep 
Score: -7550370.500000 Penalty: 2642.211182
	Iteration 0F: 2 clusters Score -7550370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -7522075.500000 Penalty: 5284.422363
	Iteration 0F: 3 clusters Score -7522076 nChanged 19487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -7532833.000000 Penalty: 5284.422363
	Iteration 1F: 3 clusters Score -7532833 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7533439.500000 Penalty: 5284.422363
	Iteration 2Q: 3 clusters Score -7533440 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7534116.000000 Penalty: 5284.422363
	Iteration 3Q: 3 clusters Score -7534116 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -7534954.500000 Penalty: 5284.422363
	Iteration 4Q: 3 clusters Score -7534954 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -7536180.500000 Penalty: 5284.422363
	Iteration 5F: 3 clusters Score -7536180 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -7537980.000000 Penalty: 5284.422363
	Iteration 6F: 3 clusters Score -7537980 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -7540510.500000 Penalty: 5284.422363
	Iteration 7F: 3 clusters Score -7540510 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -7543412.000000 Penalty: 5284.422363
	Iteration 8F: 3 clusters Score -7543412 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7545743.500000 Penalty: 5284.422363
	Iteration 9F: 3 clusters Score -7545744 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7547160.500000 Penalty: 5284.422363
	Iteration 10Q: 3 clusters Score -7547160 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7547800.000000 Penalty: 5284.422363
	Iteration 11Q: 3 clusters Score -7547800 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7548062.000000 Penalty: 5284.422363
	Iteration 12Q: 3 clusters Score -7548062 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7548166.500000 Penalty: 5284.422363
	Iteration 13Q: 3 clusters Score -7548166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7548235.000000 Penalty: 5284.422363
	Iteration 14Q: 3 clusters Score -7548235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7548271.000000 Penalty: 5284.422363
	Iteration 15Q: 3 clusters Score -7548271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7548295.500000 Penalty: 5284.422363
	Iteration 16Q: 3 clusters Score -7548296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7548308.500000 Penalty: 5284.422363
	Iteration 17Q: 3 clusters Score -7548308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7548315.000000 Penalty: 5284.422363
	Iteration 18Q: 3 clusters Score -7548315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7548329.500000 Penalty: 5284.422363
	Iteration 19Q: 3 clusters Score -7548330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7548336.000000 Penalty: 5284.422363
	Iteration 20F: 3 clusters Score -7548336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7548347.500000 Penalty: 5284.422363
	Iteration 21Q: 3 clusters Score -7548348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7548347.500000 Penalty: 5284.422363
	Iteration 22Q: 3 clusters Score -7548348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7548352.000000 Penalty: 5284.422363
	Iteration 23Q: 3 clusters Score -7548352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7548361.000000 Penalty: 5284.422363
	Iteration 24Q: 3 clusters Score -7548361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7548365.500000 Penalty: 5284.422363
	Iteration 25Q: 3 clusters Score -7548366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7548365.000000 Penalty: 5284.422363
	Iteration 26Q: 3 clusters Score -7548365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7548364.500000 Penalty: 5284.422363
	Iteration 27Q: 3 clusters Score -7548364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7548364.500000 Penalty: 5284.422363
	Iteration 28F: 3 clusters Score -7548364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Entering Unmasked Estep 
Score: -10526008.000000 Penalty: 2722.030029
	Iteration 0F: 2 clusters Score -1.052601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -10495129.000000 Penalty: 5444.060059
	Iteration 0F: 3 clusters Score -1.049513e+07 nChanged 27159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -10510383.000000 Penalty: 5444.060059
	Iteration 1F: 3 clusters Score -1.051038e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -10511050.000000 Penalty: 5444.060059
	Iteration 2Q: 3 clusters Score -1.051105e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -10511638.000000 Penalty: 5444.060059
	Iteration 3Q: 3 clusters Score -1.051164e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -10512279.000000 Penalty: 5444.060059
	Iteration 4Q: 3 clusters Score -1.051228e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -10513011.000000 Penalty: 5444.060059
	Iteration 5Q: 3 clusters Score -1.051301e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -10514001.000000 Penalty: 5444.060059
	Iteration 6Q: 3 clusters Score -1.0514e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -10515311.000000 Penalty: 5444.060059
	Iteration 7Q: 3 clusters Score -1.051531e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -10517040.000000 Penalty: 5444.060059
	Iteration 8F: 3 clusters Score -1.051704e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -10519019.000000 Penalty: 5444.060059
	Iteration 9F: 3 clusters Score -1.051902e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -10520621.000000 Penalty: 5444.060059
	Iteration 10F: 3 clusters Score -1.052062e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -10521743.000000 Penalty: 5444.060059
	Iteration 11F: 3 clusters Score -1.052174e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -10522354.000000 Penalty: 5444.060059
	Iteration 12Q: 3 clusters Score -1.052235e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -10522734.000000 Penalty: 5444.060059
	Iteration 13Q: 3 clusters Score -1.052273e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10523098.000000 Penalty: 5444.060059
	Iteration 14Q: 3 clusters Score -1.05231e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10523294.000000 Penalty: 5444.060059
	Iteration 15Q: 3 clusters Score -1.052329e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10523433.000000 Penalty: 5444.060059
	Iteration 16Q: 3 clusters Score -1.052343e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10523527.000000 Penalty: 5444.060059
	Iteration 17Q: 3 clusters Score -1.052353e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -10523589.000000 Penalty: 5444.060059
	Iteration 18Q: 3 clusters Score -1.052359e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10523691.000000 Penalty: 5444.060059
	Iteration 19Q: 3 clusters Score -1.052369e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10523771.000000 Penalty: 5444.060059
	Iteration 20F: 3 clusters Score -1.052377e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10523794.000000 Penalty: 5444.060059
	Iteration 21Q: 3 clusters Score -1.052379e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10523820.000000 Penalty: 5444.060059
	Iteration 22Q: 3 clusters Score -1.052382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10523823.000000 Penalty: 5444.060059
	Iteration 23Q: 3 clusters Score -1.052382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10523868.000000 Penalty: 5444.060059
	Iteration 24Q: 3 clusters Score -1.052387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10523868.000000 Penalty: 5444.060059
	Iteration 25Q: 3 clusters Score -1.052387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10523874.000000 Penalty: 5444.060059
	Iteration 26Q: 3 clusters Score -1.052387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10523882.000000 Penalty: 5444.060059
	Iteration 27Q: 3 clusters Score -1.052388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10523883.000000 Penalty: 5444.060059
	Iteration 28Q: 3 clusters Score -1.052388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10523887.000000 Penalty: 5444.060059
	Iteration 29Q: 3 clusters Score -1.052389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10523871.000000 Penalty: 5444.060059
	Iteration 30Q: 3 clusters Score -1.052387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10523889.000000 Penalty: 5444.060059
	Iteration 31Q: 3 clusters Score -1.052389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10523886.000000 Penalty: 5444.060059
	Iteration 32Q: 3 clusters Score -1.052389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10523885.000000 Penalty: 5444.060059
	Iteration 33Q: 3 clusters Score -1.052388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10523890.000000 Penalty: 5444.060059
	Iteration 34Q: 3 clusters Score -1.052389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10523894.000000 Penalty: 5444.060059
	Iteration 35Q: 3 clusters Score -1.052389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10523897.000000 Penalty: 5444.060059
	Iteration 36Q: 3 clusters Score -1.05239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10523908.000000 Penalty: 5444.060059
	Iteration 37Q: 3 clusters Score -1.052391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10523905.000000 Penalty: 5444.060059
	Iteration 38Q: 3 clusters Score -1.05239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10523907.000000 Penalty: 5444.060059
	Iteration 39Q: 3 clusters Score -1.052391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10523912.000000 Penalty: 5444.060059
	Iteration 40F: 3 clusters Score -1.052391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10523909.000000 Penalty: 5444.060059
	Iteration 41Q: 3 clusters Score -1.052391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10523916.000000 Penalty: 5444.060059
	Iteration 42Q: 3 clusters Score -1.052392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10523925.000000 Penalty: 5444.060059
	Iteration 43Q: 3 clusters Score -1.052392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10523924.000000 Penalty: 5444.060059
	Iteration 44Q: 3 clusters Score -1.052392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10523921.000000 Penalty: 5444.060059
	Iteration 45Q: 3 clusters Score -1.052392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10523921.000000 Penalty: 5444.060059
	Iteration 46F: 3 clusters Score -1.052392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -767882.437500 Penalty: 2074.859863
	Iteration 0F: 2 clusters Score -767882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -763782.312500 Penalty: 4149.719727
	Iteration 0F: 3 clusters Score -763782.3 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -764671.937500 Penalty: 4149.719727
	Iteration 1F: 3 clusters Score -764671.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -764837.812500 Penalty: 4149.719727
	Iteration 2F: 3 clusters Score -764837.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -764929.312500 Penalty: 4149.719727
	Iteration 3Q: 3 clusters Score -764929.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -764990.875000 Penalty: 4149.719727
	Iteration 4Q: 3 clusters Score -764990.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -765041.937500 Penalty: 4149.719727
	Iteration 5Q: 3 clusters Score -765041.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -765084.187500 Penalty: 4149.719727
	Iteration 6Q: 3 clusters Score -765084.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -765114.562500 Penalty: 4149.719727
	Iteration 7Q: 3 clusters Score -765114.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -765134.187500 Penalty: 4149.719727
	Iteration 8Q: 3 clusters Score -765134.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -765158.250000 Penalty: 4149.719727
	Iteration 9Q: 3 clusters Score -765158.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -765171.187500 Penalty: 4149.719727
	Iteration 10Q: 3 clusters Score -765171.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -765187.937500 Penalty: 4149.719727
	Iteration 11Q: 3 clusters Score -765187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -765201.187500 Penalty: 4149.719727
	Iteration 12Q: 3 clusters Score -765201.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -765213.375000 Penalty: 4149.719727
	Iteration 13Q: 3 clusters Score -765213.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -765223.750000 Penalty: 4149.719727
	Iteration 14Q: 3 clusters Score -765223.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -765233.312500 Penalty: 4149.719727
	Iteration 15Q: 3 clusters Score -765233.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -765237.875000 Penalty: 4149.719727
	Iteration 16Q: 3 clusters Score -765237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -765240.500000 Penalty: 4149.719727
	Iteration 17Q: 3 clusters Score -765240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -765241.562500 Penalty: 4149.719727
	Iteration 18Q: 3 clusters Score -765241.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -765246.437500 Penalty: 4149.719727
	Iteration 19Q: 3 clusters Score -765246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -765248.250000 Penalty: 4149.719727
	Iteration 20F: 3 clusters Score -765248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -765249.500000 Penalty: 4149.719727
	Iteration 21Q: 3 clusters Score -765249.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -765249.437500 Penalty: 4149.719727
	Iteration 22Q: 3 clusters Score -765249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -765254.875000 Penalty: 4149.719727
	Iteration 23Q: 3 clusters Score -765254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -765258.750000 Penalty: 4149.719727
	Iteration 24Q: 3 clusters Score -765258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -765260.312500 Penalty: 4149.719727
	Iteration 25Q: 3 clusters Score -765260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -765262.437500 Penalty: 4149.719727
	Iteration 26Q: 3 clusters Score -765262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -765264.500000 Penalty: 4149.719727
	Iteration 27Q: 3 clusters Score -765264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -765267.000000 Penalty: 4149.719727
	Iteration 28Q: 3 clusters Score -765267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -765269.312500 Penalty: 4149.719727
	Iteration 29Q: 3 clusters Score -765269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -765269.062500 Penalty: 4149.719727
	Iteration 30Q: 3 clusters Score -765269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -765269.875000 Penalty: 4149.719727
	Iteration 31Q: 3 clusters Score -765269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -765269.875000 Penalty: 4149.719727
	Iteration 32F: 3 clusters Score -765269.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Entering Unmasked Estep 
Score: -9078502.000000 Penalty: 2684.827881
	Iteration 0F: 2 clusters Score -9078502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -9046526.000000 Penalty: 5369.655762
	Iteration 0F: 3 clusters Score -9046526 nChanged 23385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -9059682.000000 Penalty: 5369.655762
	Iteration 1F: 3 clusters Score -9059682 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -9060307.000000 Penalty: 5369.655762
	Iteration 2Q: 3 clusters Score -9060307 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -9061170.000000 Penalty: 5369.655762
	Iteration 3Q: 3 clusters Score -9061170 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -9062526.000000 Penalty: 5369.655762
	Iteration 4F: 3 clusters Score -9062526 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -9064665.000000 Penalty: 5369.655762
	Iteration 5F: 3 clusters Score -9064665 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -9067837.000000 Penalty: 5369.655762
	Iteration 6F: 3 clusters Score -9067837 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -9071424.000000 Penalty: 5369.655762
	Iteration 7F: 3 clusters Score -9071424 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -9073946.000000 Penalty: 5369.655762
	Iteration 8F: 3 clusters Score -9073946 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9075240.000000 Penalty: 5369.655762
	Iteration 9Q: 3 clusters Score -9075240 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9075741.000000 Penalty: 5369.655762
	Iteration 10Q: 3 clusters Score -9075741 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9075936.000000 Penalty: 5369.655762
	Iteration 11Q: 3 clusters Score -9075936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9076062.000000 Penalty: 5369.655762
	Iteration 12Q: 3 clusters Score -9076062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9076096.000000 Penalty: 5369.655762
	Iteration 13Q: 3 clusters Score -9076096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9076128.000000 Penalty: 5369.655762
	Iteration 14Q: 3 clusters Score -9076128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9076147.000000 Penalty: 5369.655762
	Iteration 15Q: 3 clusters Score -9076147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9076153.000000 Penalty: 5369.655762
	Iteration 16Q: 3 clusters Score -9076153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9076167.000000 Penalty: 5369.655762
	Iteration 17Q: 3 clusters Score -9076167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9076167.000000 Penalty: 5369.655762
	Iteration 18Q: 3 clusters Score -9076167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9076177.000000 Penalty: 5369.655762
	Iteration 19Q: 3 clusters Score -9076177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9076179.000000 Penalty: 5369.655762
	Iteration 20F: 3 clusters Score -9076179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9076184.000000 Penalty: 5369.655762
	Iteration 21Q: 3 clusters Score -9076184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9076194.000000 Penalty: 5369.655762
	Iteration 22Q: 3 clusters Score -9076194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9076213.000000 Penalty: 5369.655762
	Iteration 23Q: 3 clusters Score -9076213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9076213.000000 Penalty: 5369.655762
	Iteration 24Q: 3 clusters Score -9076213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9076209.000000 Penalty: 5369.655762
	Iteration 25Q: 3 clusters Score -9076209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9076207.000000 Penalty: 5369.655762
	Iteration 26Q: 3 clusters Score -9076207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9076204.000000 Penalty: 5369.655762
	Iteration 27Q: 3 clusters Score -9076204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9076204.000000 Penalty: 5369.655762
	Iteration 28F: 3 clusters Score -9076204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Entering Unmasked Estep 
Score: -8887047.000000 Penalty: 2679.077881
	Iteration 0F: 2 clusters Score -8887047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -8856226.000000 Penalty: 5358.155762
	Iteration 0F: 3 clusters Score -8856226 nChanged 22846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -8868809.000000 Penalty: 5358.155762
	Iteration 1F: 3 clusters Score -8868809 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -8869436.000000 Penalty: 5358.155762
	Iteration 2Q: 3 clusters Score -8869436 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -8870206.000000 Penalty: 5358.155762
	Iteration 3Q: 3 clusters Score -8870206 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -8871395.000000 Penalty: 5358.155762
	Iteration 4Q: 3 clusters Score -8871395 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -8873210.000000 Penalty: 5358.155762
	Iteration 5F: 3 clusters Score -8873210 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -8875709.000000 Penalty: 5358.155762
	Iteration 6F: 3 clusters Score -8875709 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -8878609.000000 Penalty: 5358.155762
	Iteration 7F: 3 clusters Score -8878609 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -8881280.000000 Penalty: 5358.155762
	Iteration 8F: 3 clusters Score -8881280 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8883144.000000 Penalty: 5358.155762
	Iteration 9F: 3 clusters Score -8883144 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8884128.000000 Penalty: 5358.155762
	Iteration 10Q: 3 clusters Score -8884128 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8884531.000000 Penalty: 5358.155762
	Iteration 11Q: 3 clusters Score -8884531 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8884642.000000 Penalty: 5358.155762
	Iteration 12Q: 3 clusters Score -8884642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8884715.000000 Penalty: 5358.155762
	Iteration 13Q: 3 clusters Score -8884715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8884761.000000 Penalty: 5358.155762
	Iteration 14Q: 3 clusters Score -8884761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8884777.000000 Penalty: 5358.155762
	Iteration 15Q: 3 clusters Score -8884777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8884810.000000 Penalty: 5358.155762
	Iteration 16Q: 3 clusters Score -8884810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8884827.000000 Penalty: 5358.155762
	Iteration 17Q: 3 clusters Score -8884827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8884823.000000 Penalty: 5358.155762
	Iteration 18Q: 3 clusters Score -8884823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8884831.000000 Penalty: 5358.155762
	Iteration 19Q: 3 clusters Score -8884831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8884829.000000 Penalty: 5358.155762
	Iteration 20F: 3 clusters Score -8884829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8884827.000000 Penalty: 5358.155762
	Iteration 21Q: 3 clusters Score -8884827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8884828.000000 Penalty: 5358.155762
	Iteration 22Q: 3 clusters Score -8884828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8884841.000000 Penalty: 5358.155762
	Iteration 23Q: 3 clusters Score -8884841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8884837.000000 Penalty: 5358.155762
	Iteration 24Q: 3 clusters Score -8884837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8884842.000000 Penalty: 5358.155762
	Iteration 25Q: 3 clusters Score -8884842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8884841.000000 Penalty: 5358.155762
	Iteration 26Q: 3 clusters Score -8884841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8884841.000000 Penalty: 5358.155762
	Iteration 27Q: 3 clusters Score -8884841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8884841.000000 Penalty: 5358.155762
	Iteration 28F: 3 clusters Score -8884841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Entering Unmasked Estep 
Score: -8012273.000000 Penalty: 2653.589600
	Iteration 0F: 2 clusters Score -8012273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -7983503.000000 Penalty: 5307.179199
	Iteration 0F: 3 clusters Score -7983503 nChanged 20334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -7994723.000000 Penalty: 5307.179199
	Iteration 1F: 3 clusters Score -7994723 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -7995229.500000 Penalty: 5307.179199
	Iteration 2Q: 3 clusters Score -7995230 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -7995654.500000 Penalty: 5307.179199
	Iteration 3Q: 3 clusters Score -7995654 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7996168.000000 Penalty: 5307.179199
	Iteration 4Q: 3 clusters Score -7996168 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -7996723.000000 Penalty: 5307.179199
	Iteration 5Q: 3 clusters Score -7996723 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -7997540.500000 Penalty: 5307.179199
	Iteration 6Q: 3 clusters Score -7997540 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -7998575.500000 Penalty: 5307.179199
	Iteration 7Q: 3 clusters Score -7998576 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -8000015.500000 Penalty: 5307.179199
	Iteration 8F: 3 clusters Score -8000016 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -8001918.000000 Penalty: 5307.179199
	Iteration 9F: 3 clusters Score -8001918 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -8003977.500000 Penalty: 5307.179199
	Iteration 10F: 3 clusters Score -8003978 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -8005845.500000 Penalty: 5307.179199
	Iteration 11F: 3 clusters Score -8005846 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8007293.000000 Penalty: 5307.179199
	Iteration 12Q: 3 clusters Score -8007293 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -8008364.500000 Penalty: 5307.179199
	Iteration 13Q: 3 clusters Score -8008364 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8009007.500000 Penalty: 5307.179199
	Iteration 14Q: 3 clusters Score -8009008 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8009473.000000 Penalty: 5307.179199
	Iteration 15Q: 3 clusters Score -8009473 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8009731.000000 Penalty: 5307.179199
	Iteration 16Q: 3 clusters Score -8009731 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8009850.000000 Penalty: 5307.179199
	Iteration 17Q: 3 clusters Score -8009850 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8009944.500000 Penalty: 5307.179199
	Iteration 18Q: 3 clusters Score -8009944 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8010052.000000 Penalty: 5307.179199
	Iteration 19Q: 3 clusters Score -8010052 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8010118.000000 Penalty: 5307.179199
	Iteration 20F: 3 clusters Score -8010118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8010140.500000 Penalty: 5307.179199
	Iteration 21Q: 3 clusters Score -8010140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8010162.000000 Penalty: 5307.179199
	Iteration 22Q: 3 clusters Score -8010162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8010173.000000 Penalty: 5307.179199
	Iteration 23Q: 3 clusters Score -8010173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8010190.000000 Penalty: 5307.179199
	Iteration 24Q: 3 clusters Score -8010190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8010214.500000 Penalty: 5307.179199
	Iteration 25Q: 3 clusters Score -8010214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8010222.500000 Penalty: 5307.179199
	Iteration 26Q: 3 clusters Score -8010222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8010225.000000 Penalty: 5307.179199
	Iteration 27Q: 3 clusters Score -8010225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8010228.500000 Penalty: 5307.179199
	Iteration 28Q: 3 clusters Score -8010228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8010234.000000 Penalty: 5307.179199
	Iteration 29Q: 3 clusters Score -8010234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8010238.000000 Penalty: 5307.179199
	Iteration 30Q: 3 clusters Score -8010238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8010231.000000 Penalty: 5307.179199
	Iteration 31Q: 3 clusters Score -8010231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8010243.500000 Penalty: 5307.179199
	Iteration 32Q: 3 clusters Score -8010244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8010244.000000 Penalty: 5307.179199
	Iteration 33Q: 3 clusters Score -8010244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8010250.500000 Penalty: 5307.179199
	Iteration 34Q: 3 clusters Score -8010250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8010249.500000 Penalty: 5307.179199
	Iteration 35Q: 3 clusters Score -8010250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8010251.000000 Penalty: 5307.179199
	Iteration 36Q: 3 clusters Score -8010251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8010257.000000 Penalty: 5307.179199
	Iteration 37Q: 3 clusters Score -8010257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8010257.000000 Penalty: 5307.179199
	Iteration 38Q: 3 clusters Score -8010257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8010261.000000 Penalty: 5307.179199
	Iteration 39Q: 3 clusters Score -8010261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8010263.500000 Penalty: 5307.179199
	Iteration 40F: 3 clusters Score -8010264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8010263.000000 Penalty: 5307.179199
	Iteration 41Q: 3 clusters Score -8010263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8010265.500000 Penalty: 5307.179199
	Iteration 42Q: 3 clusters Score -8010266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8010260.500000 Penalty: 5307.179199
	Iteration 43Q: 3 clusters Score -8010260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8010258.000000 Penalty: 5307.179199
	Iteration 44Q: 3 clusters Score -8010258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8010258.000000 Penalty: 5307.179199
	Iteration 45F: 3 clusters Score -8010258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -262014.218750 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -262014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -259655.265625 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -259655.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -260339.171875 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -260339.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -260774.703125 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -260774.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -261001.875000 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -261001.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -261127.468750 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -261127.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -261224.437500 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -261224.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -261312.578125 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -261312.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -261390.109375 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -261390.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261452.843750 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -261452.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261511.609375 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -261511.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -261590.312500 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -261590.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -261646.125000 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -261646.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -261701.984375 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -261702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -261734.687500 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -261734.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -261753.781250 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -261753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261766.968750 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -261767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261774.968750 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -261775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261778.953125 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -261779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261782.359375 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -261782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261783.171875 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -261783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -261783.984375 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -261784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -261786.421875 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -261786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -261787.687500 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -261787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -261788.312500 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -261788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -261790.968750 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -261791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261791.281250 Penalty: 3673.427246
	Iteration 25Q: 3 clusters Score -261791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261791.281250 Penalty: 3673.427246
	Iteration 26F: 3 clusters Score -261791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Entering Unmasked Estep 
Score: -7948081.500000 Penalty: 2651.596680
	Iteration 0F: 2 clusters Score -7948082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -7919253.500000 Penalty: 5303.193359
	Iteration 0F: 3 clusters Score -7919254 nChanged 20186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7930094.000000 Penalty: 5303.193359
	Iteration 1F: 3 clusters Score -7930094 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -7930496.500000 Penalty: 5303.193359
	Iteration 2Q: 3 clusters Score -7930496 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7930862.000000 Penalty: 5303.193359
	Iteration 3Q: 3 clusters Score -7930862 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7931176.500000 Penalty: 5303.193359
	Iteration 4Q: 3 clusters Score -7931176 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -7931500.000000 Penalty: 5303.193359
	Iteration 5Q: 3 clusters Score -7931500 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -7931879.500000 Penalty: 5303.193359
	Iteration 6Q: 3 clusters Score -7931880 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -7932400.500000 Penalty: 5303.193359
	Iteration 7Q: 3 clusters Score -7932400 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -7933181.000000 Penalty: 5303.193359
	Iteration 8Q: 3 clusters Score -7933181 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -7934361.000000 Penalty: 5303.193359
	Iteration 9Q: 3 clusters Score -7934361 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -7936103.000000 Penalty: 5303.193359
	Iteration 10F: 3 clusters Score -7936103 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -7938480.500000 Penalty: 5303.193359
	Iteration 11F: 3 clusters Score -7938480 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -7940932.500000 Penalty: 5303.193359
	Iteration 12F: 3 clusters Score -7940932 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -7942845.000000 Penalty: 5303.193359
	Iteration 13Q: 3 clusters Score -7942845 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7943997.000000 Penalty: 5303.193359
	Iteration 14Q: 3 clusters Score -7943997 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7944713.500000 Penalty: 5303.193359
	Iteration 15Q: 3 clusters Score -7944714 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7945126.000000 Penalty: 5303.193359
	Iteration 16Q: 3 clusters Score -7945126 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7945364.500000 Penalty: 5303.193359
	Iteration 17Q: 3 clusters Score -7945364 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7945588.000000 Penalty: 5303.193359
	Iteration 18Q: 3 clusters Score -7945588 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7945678.000000 Penalty: 5303.193359
	Iteration 19Q: 3 clusters Score -7945678 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7945753.500000 Penalty: 5303.193359
	Iteration 20F: 3 clusters Score -7945754 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7945810.500000 Penalty: 5303.193359
	Iteration 21Q: 3 clusters Score -7945810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7945848.000000 Penalty: 5303.193359
	Iteration 22Q: 3 clusters Score -7945848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7945874.000000 Penalty: 5303.193359
	Iteration 23Q: 3 clusters Score -7945874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7945904.000000 Penalty: 5303.193359
	Iteration 24Q: 3 clusters Score -7945904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7945932.500000 Penalty: 5303.193359
	Iteration 25Q: 3 clusters Score -7945932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7945935.000000 Penalty: 5303.193359
	Iteration 26Q: 3 clusters Score -7945935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7945952.500000 Penalty: 5303.193359
	Iteration 27Q: 3 clusters Score -7945952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7945993.500000 Penalty: 5303.193359
	Iteration 28Q: 3 clusters Score -7945994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7946012.000000 Penalty: 5303.193359
	Iteration 29Q: 3 clusters Score -7946012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7946015.500000 Penalty: 5303.193359
	Iteration 30Q: 3 clusters Score -7946016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7946021.000000 Penalty: 5303.193359
	Iteration 31Q: 3 clusters Score -7946021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7946028.000000 Penalty: 5303.193359
	Iteration 32Q: 3 clusters Score -7946028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7946035.000000 Penalty: 5303.193359
	Iteration 33Q: 3 clusters Score -7946035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7946036.500000 Penalty: 5303.193359
	Iteration 34Q: 3 clusters Score -7946036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7946038.500000 Penalty: 5303.193359
	Iteration 35Q: 3 clusters Score -7946038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7946034.000000 Penalty: 5303.193359
	Iteration 36Q: 3 clusters Score -7946034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7946044.500000 Penalty: 5303.193359
	Iteration 37Q: 3 clusters Score -7946044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7946041.000000 Penalty: 5303.193359
	Iteration 38Q: 3 clusters Score -7946041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7946045.500000 Penalty: 5303.193359
	Iteration 39Q: 3 clusters Score -7946046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7946052.000000 Penalty: 5303.193359
	Iteration 40F: 3 clusters Score -7946052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7946048.000000 Penalty: 5303.193359
	Iteration 41Q: 3 clusters Score -7946048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7946052.000000 Penalty: 5303.193359
	Iteration 42Q: 3 clusters Score -7946052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7946059.500000 Penalty: 5303.193359
	Iteration 43Q: 3 clusters Score -7946060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7946071.500000 Penalty: 5303.193359
	Iteration 44Q: 3 clusters Score -7946072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7946073.000000 Penalty: 5303.193359
	Iteration 45Q: 3 clusters Score -7946073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7946073.000000 Penalty: 5303.193359
	Iteration 46Q: 3 clusters Score -7946073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7946082.000000 Penalty: 5303.193359
	Iteration 47Q: 3 clusters Score -7946082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7946090.000000 Penalty: 5303.193359
	Iteration 48Q: 3 clusters Score -7946090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7946086.500000 Penalty: 5303.193359
	Iteration 49Q: 3 clusters Score -7946086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7946079.000000 Penalty: 5303.193359
	Iteration 50Q: 3 clusters Score -7946079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7946082.000000 Penalty: 5303.193359
	Iteration 51Q: 3 clusters Score -7946082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7946082.000000 Penalty: 5303.193359
	Iteration 52F: 3 clusters Score -7946082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Entering Unmasked Estep 
Score: -1914340.250000 Penalty: 2303.915771
	Iteration 0F: 2 clusters Score -1914340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1906111.375000 Penalty: 4607.831543
	Iteration 0F: 3 clusters Score -1906111 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1908597.750000 Penalty: 4607.831543
	Iteration 1F: 3 clusters Score -1908598 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1909010.000000 Penalty: 4607.831543
	Iteration 2F: 3 clusters Score -1909010 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1909368.750000 Penalty: 4607.831543
	Iteration 3F: 3 clusters Score -1909369 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1909689.250000 Penalty: 4607.831543
	Iteration 4F: 3 clusters Score -1909689 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1910056.125000 Penalty: 4607.831543
	Iteration 5Q: 3 clusters Score -1910056 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1910497.500000 Penalty: 4607.831543
	Iteration 6F: 3 clusters Score -1910498 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1910882.500000 Penalty: 4607.831543
	Iteration 7Q: 3 clusters Score -1910882 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1911269.000000 Penalty: 4607.831543
	Iteration 8Q: 3 clusters Score -1911269 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1911643.125000 Penalty: 4607.831543
	Iteration 9Q: 3 clusters Score -1911643 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1911960.500000 Penalty: 4607.831543
	Iteration 10Q: 3 clusters Score -1911960 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1912189.625000 Penalty: 4607.831543
	Iteration 11Q: 3 clusters Score -1912190 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1912349.750000 Penalty: 4607.831543
	Iteration 12Q: 3 clusters Score -1912350 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1912445.000000 Penalty: 4607.831543
	Iteration 13Q: 3 clusters Score -1912445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1912497.875000 Penalty: 4607.831543
	Iteration 14Q: 3 clusters Score -1912498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1912537.375000 Penalty: 4607.831543
	Iteration 15Q: 3 clusters Score -1912537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1912572.250000 Penalty: 4607.831543
	Iteration 16Q: 3 clusters Score -1912572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1912602.250000 Penalty: 4607.831543
	Iteration 17Q: 3 clusters Score -1912602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1912627.500000 Penalty: 4607.831543
	Iteration 18Q: 3 clusters Score -1912628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1912652.625000 Penalty: 4607.831543
	Iteration 19Q: 3 clusters Score -1912653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1912674.875000 Penalty: 4607.831543
	Iteration 20F: 3 clusters Score -1912675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1912682.750000 Penalty: 4607.831543
	Iteration 21Q: 3 clusters Score -1912683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1912683.250000 Penalty: 4607.831543
	Iteration 22Q: 3 clusters Score -1912683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1912685.625000 Penalty: 4607.831543
	Iteration 23Q: 3 clusters Score -1912686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1912687.000000 Penalty: 4607.831543
	Iteration 24Q: 3 clusters Score -1912687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1912687.750000 Penalty: 4607.831543
	Iteration 25Q: 3 clusters Score -1912688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1912688.500000 Penalty: 4607.831543
	Iteration 26Q: 3 clusters Score -1912688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1912691.000000 Penalty: 4607.831543
	Iteration 27Q: 3 clusters Score -1912691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1912690.250000 Penalty: 4607.831543
	Iteration 28Q: 3 clusters Score -1912690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1912690.250000 Penalty: 4607.831543
	Iteration 29F: 3 clusters Score -1912690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -404884.781250 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -404884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -402035.875000 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -402035.9 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -402785.625000 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -402785.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -403124.156250 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -403124.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -403391.281250 Penalty: 3867.252686
	Iteration 3F: 3 clusters Score -403391.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -403607.468750 Penalty: 3867.252686
	Iteration 4F: 3 clusters Score -403607.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -403735.718750 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -403735.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -403843.750000 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -403843.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -403901.343750 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -403901.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -403940.062500 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -403940.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -403984.718750 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -403984.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -404024.937500 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -404024.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -404063.562500 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -404063.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -404079.906250 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -404079.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -404089.875000 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -404089.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -404104.531250 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -404104.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -404110.906250 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -404110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -404119.531250 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -404119.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -404128.312500 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -404128.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -404135.187500 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -404135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -404139.000000 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -404139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -404146.218750 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -404146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -404154.062500 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -404154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -404160.937500 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -404160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -404165.375000 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -404165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -404167.812500 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -404167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -404169.812500 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -404169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -404170.156250 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -404170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -404170.156250 Penalty: 3867.252686
	Iteration 27F: 3 clusters Score -404170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Entering Unmasked Estep 
Score: -2440788.750000 Penalty: 2374.750732
	Iteration 0F: 2 clusters Score -2440789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2430350.750000 Penalty: 4749.501465
	Iteration 0F: 3 clusters Score -2430351 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2433946.250000 Penalty: 4749.501465
	Iteration 1F: 3 clusters Score -2433946 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2434611.750000 Penalty: 4749.501465
	Iteration 2F: 3 clusters Score -2434612 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2435186.500000 Penalty: 4749.501465
	Iteration 3F: 3 clusters Score -2435186 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2435698.750000 Penalty: 4749.501465
	Iteration 4F: 3 clusters Score -2435699 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2436207.250000 Penalty: 4749.501465
	Iteration 5F: 3 clusters Score -2436207 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2436645.750000 Penalty: 4749.501465
	Iteration 6Q: 3 clusters Score -2436646 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2437035.250000 Penalty: 4749.501465
	Iteration 7Q: 3 clusters Score -2437035 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2437379.250000 Penalty: 4749.501465
	Iteration 8Q: 3 clusters Score -2437379 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2437604.750000 Penalty: 4749.501465
	Iteration 9Q: 3 clusters Score -2437605 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2437787.250000 Penalty: 4749.501465
	Iteration 10Q: 3 clusters Score -2437787 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2437938.500000 Penalty: 4749.501465
	Iteration 11Q: 3 clusters Score -2437938 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2438084.750000 Penalty: 4749.501465
	Iteration 12Q: 3 clusters Score -2438085 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2438249.250000 Penalty: 4749.501465
	Iteration 13Q: 3 clusters Score -2438249 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2438409.750000 Penalty: 4749.501465
	Iteration 14Q: 3 clusters Score -2438410 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2438576.250000 Penalty: 4749.501465
	Iteration 15Q: 3 clusters Score -2438576 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2438751.250000 Penalty: 4749.501465
	Iteration 16Q: 3 clusters Score -2438751 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2438901.250000 Penalty: 4749.501465
	Iteration 17Q: 3 clusters Score -2438901 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2439050.000000 Penalty: 4749.501465
	Iteration 18Q: 3 clusters Score -2439050 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2439187.750000 Penalty: 4749.501465
	Iteration 19Q: 3 clusters Score -2439188 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2439281.250000 Penalty: 4749.501465
	Iteration 20F: 3 clusters Score -2439281 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2439389.250000 Penalty: 4749.501465
	Iteration 21Q: 3 clusters Score -2439389 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2439486.750000 Penalty: 4749.501465
	Iteration 22Q: 3 clusters Score -2439487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2439557.000000 Penalty: 4749.501465
	Iteration 23Q: 3 clusters Score -2439557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2439627.750000 Penalty: 4749.501465
	Iteration 24Q: 3 clusters Score -2439628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2439686.000000 Penalty: 4749.501465
	Iteration 25Q: 3 clusters Score -2439686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2439732.750000 Penalty: 4749.501465
	Iteration 26Q: 3 clusters Score -2439733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2439776.250000 Penalty: 4749.501465
	Iteration 27Q: 3 clusters Score -2439776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2439802.250000 Penalty: 4749.501465
	Iteration 28Q: 3 clusters Score -2439802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2439822.500000 Penalty: 4749.501465
	Iteration 29Q: 3 clusters Score -2439822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2439842.750000 Penalty: 4749.501465
	Iteration 30Q: 3 clusters Score -2439843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2439861.750000 Penalty: 4749.501465
	Iteration 31Q: 3 clusters Score -2439862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2439880.750000 Penalty: 4749.501465
	Iteration 32Q: 3 clusters Score -2439881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2439888.000000 Penalty: 4749.501465
	Iteration 33Q: 3 clusters Score -2439888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2439898.500000 Penalty: 4749.501465
	Iteration 34Q: 3 clusters Score -2439898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2439908.500000 Penalty: 4749.501465
	Iteration 35Q: 3 clusters Score -2439908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2439917.500000 Penalty: 4749.501465
	Iteration 36Q: 3 clusters Score -2439918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2439932.500000 Penalty: 4749.501465
	Iteration 37Q: 3 clusters Score -2439932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2439961.750000 Penalty: 4749.501465
	Iteration 38Q: 3 clusters Score -2439962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2439990.750000 Penalty: 4749.501465
	Iteration 39Q: 3 clusters Score -2439991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2440014.500000 Penalty: 4749.501465
	Iteration 40F: 3 clusters Score -2440014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2440042.500000 Penalty: 4749.501465
	Iteration 41Q: 3 clusters Score -2440042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2440076.250000 Penalty: 4749.501465
	Iteration 42Q: 3 clusters Score -2440076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2440127.500000 Penalty: 4749.501465
	Iteration 43Q: 3 clusters Score -2440128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2440209.750000 Penalty: 4749.501465
	Iteration 44Q: 3 clusters Score -2440210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2440263.250000 Penalty: 4749.501465
	Iteration 45Q: 3 clusters Score -2440263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2440282.750000 Penalty: 4749.501465
	Iteration 46Q: 3 clusters Score -2440283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2440299.750000 Penalty: 4749.501465
	Iteration 47Q: 3 clusters Score -2440300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2440325.250000 Penalty: 4749.501465
	Iteration 48Q: 3 clusters Score -2440325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2440334.250000 Penalty: 4749.501465
	Iteration 49Q: 3 clusters Score -2440334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2440354.500000 Penalty: 4749.501465
	Iteration 50Q: 3 clusters Score -2440354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2440392.000000 Penalty: 4749.501465
	Iteration 51Q: 3 clusters Score -2440392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2440458.000000 Penalty: 4749.501465
	Iteration 52Q: 3 clusters Score -2440458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2440546.250000 Penalty: 4749.501465
	Iteration 53Q: 3 clusters Score -2440546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2440611.500000 Penalty: 4749.501465
	Iteration 54Q: 3 clusters Score -2440612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2440648.500000 Penalty: 4749.501465
	Iteration 55Q: 3 clusters Score -2440648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2440668.000000 Penalty: 4749.501465
	Iteration 56Q: 3 clusters Score -2440668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2440675.000000 Penalty: 4749.501465
	Iteration 57Q: 3 clusters Score -2440675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2440680.750000 Penalty: 4749.501465
	Iteration 58Q: 3 clusters Score -2440681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2440679.750000 Penalty: 4749.501465
	Iteration 59Q: 3 clusters Score -2440680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2440805.250000 Penalty: 4749.501465
	Iteration 60F: 3 clusters Score -2440805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2440907.500000 Penalty: 4749.501465
	Iteration 61Q: 3 clusters Score -2440908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2440944.250000 Penalty: 4749.501465
	Iteration 62Q: 3 clusters Score -2440944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2440960.250000 Penalty: 4749.501465
	Iteration 63Q: 3 clusters Score -2440960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2440967.750000 Penalty: 4749.501465
	Iteration 64Q: 3 clusters Score -2440968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2440984.000000 Penalty: 4749.501465
	Iteration 65Q: 3 clusters Score -2440984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2440990.250000 Penalty: 4749.501465
	Iteration 66Q: 3 clusters Score -2440990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2440990.250000 Penalty: 4749.501465
	Iteration 67Q: 3 clusters Score -2440990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2440995.500000 Penalty: 4749.501465
	Iteration 68Q: 3 clusters Score -2440996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2440995.500000 Penalty: 4749.501465
	Iteration 69Q: 3 clusters Score -2440996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2440996.750000 Penalty: 4749.501465
	Iteration 70Q: 3 clusters Score -2440997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2440998.750000 Penalty: 4749.501465
	Iteration 71Q: 3 clusters Score -2440999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2440994.500000 Penalty: 4749.501465
	Iteration 72Q: 3 clusters Score -2440994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2440995.750000 Penalty: 4749.501465
	Iteration 73Q: 3 clusters Score -2440996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2440995.750000 Penalty: 4749.501465
	Iteration 74F: 3 clusters Score -2440996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23901 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50959 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17117 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50308 members 
Mstep: Class 20 contains 49155 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 12884 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48196 members 
Mstep: Class 29 contains 50632 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44626 members 
Mstep: Class 32 contains 43887 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45350 members 
Mstep: Class 35 contains 45791 members 
Mstep: Class 36 contains 49496 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 1525 members 
Entering Unmasked Estep 
Score: -196411760.000000 Penalty: 131281.953125
Splitting cluster 26 changes total score from -196412160.000000 to -196411760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117277.414062 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117277.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118041.179688 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -118041.2 nChanged 111
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: -118392.695312 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118392.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118642.046875 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118798.250000 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -118798.2 nChanged 40
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: -118917.148438 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -118917.1 nChanged 29
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: -118979.328125 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118979.3 nChanged 17
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: -119005.937500 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -119005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119029.859375 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -119029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119049.109375 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -119049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119070.367188 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -119070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119099.523438 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119099.5 nChanged 11
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: -119134.984375 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119135 nChanged 5
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: -119146.484375 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119146.5 nChanged 4
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: -119157.023438 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119157 nChanged 9
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: -119172.609375 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119176.601562 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119177.273438 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119177.273438 Penalty: 3419.756348
	Iteration 18F: 3 clusters Score -119177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23901 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50959 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17117 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50308 members 
Mstep: Class 20 contains 49155 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 460 members 
Mstep: Class 28 contains 48196 members 
Mstep: Class 29 contains 50632 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44626 members 
Mstep: Class 32 contains 43887 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45350 members 
Mstep: Class 35 contains 45791 members 
Mstep: Class 36 contains 49496 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 527 members 
Entering Unmasked Estep 
Score: -196410736.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196412160.000000 to -196410736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Entering Unmasked Estep 
Score: -8585678.000000 Penalty: 2674.191895
	Iteration 0F: 2 clusters Score -8585678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -8555116.000000 Penalty: 5348.383789
	Iteration 0F: 3 clusters Score -8555116 nChanged 22231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -8567311.000000 Penalty: 5348.383789
	Iteration 1F: 3 clusters Score -8567311 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8567950.000000 Penalty: 5348.383789
	Iteration 2Q: 3 clusters Score -8567950 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8568567.000000 Penalty: 5348.383789
	Iteration 3Q: 3 clusters Score -8568567 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8569184.000000 Penalty: 5348.383789
	Iteration 4Q: 3 clusters Score -8569184 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -8569980.000000 Penalty: 5348.383789
	Iteration 5Q: 3 clusters Score -8569980 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8571007.000000 Penalty: 5348.383789
	Iteration 6Q: 3 clusters Score -8571007 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -8572369.000000 Penalty: 5348.383789
	Iteration 7F: 3 clusters Score -8572369 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -8574129.000000 Penalty: 5348.383789
	Iteration 8F: 3 clusters Score -8574129 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -8576158.000000 Penalty: 5348.383789
	Iteration 9F: 3 clusters Score -8576158 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -8578394.000000 Penalty: 5348.383789
	Iteration 10F: 3 clusters Score -8578394 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -8580350.000000 Penalty: 5348.383789
	Iteration 11F: 3 clusters Score -8580350 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8581701.000000 Penalty: 5348.383789
	Iteration 12Q: 3 clusters Score -8581701 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8582518.000000 Penalty: 5348.383789
	Iteration 13Q: 3 clusters Score -8582518 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8582939.000000 Penalty: 5348.383789
	Iteration 14Q: 3 clusters Score -8582939 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8583151.000000 Penalty: 5348.383789
	Iteration 15Q: 3 clusters Score -8583151 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8583273.000000 Penalty: 5348.383789
	Iteration 16Q: 3 clusters Score -8583273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8583343.000000 Penalty: 5348.383789
	Iteration 17Q: 3 clusters Score -8583343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8583370.000000 Penalty: 5348.383789
	Iteration 18Q: 3 clusters Score -8583370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8583389.000000 Penalty: 5348.383789
	Iteration 19Q: 3 clusters Score -8583389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8583399.000000 Penalty: 5348.383789
	Iteration 20F: 3 clusters Score -8583399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8583417.000000 Penalty: 5348.383789
	Iteration 21Q: 3 clusters Score -8583417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8583415.000000 Penalty: 5348.383789
	Iteration 22Q: 3 clusters Score -8583415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8583424.000000 Penalty: 5348.383789
	Iteration 23Q: 3 clusters Score -8583424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8583428.000000 Penalty: 5348.383789
	Iteration 24Q: 3 clusters Score -8583428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8583430.000000 Penalty: 5348.383789
	Iteration 25Q: 3 clusters Score -8583430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8583437.000000 Penalty: 5348.383789
	Iteration 26Q: 3 clusters Score -8583437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8583438.000000 Penalty: 5348.383789
	Iteration 27Q: 3 clusters Score -8583438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8583437.000000 Penalty: 5348.383789
	Iteration 28Q: 3 clusters Score -8583437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8583441.000000 Penalty: 5348.383789
	Iteration 29Q: 3 clusters Score -8583441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8583436.000000 Penalty: 5348.383789
	Iteration 30Q: 3 clusters Score -8583436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8583441.000000 Penalty: 5348.383789
	Iteration 31Q: 3 clusters Score -8583441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8583437.000000 Penalty: 5348.383789
	Iteration 32Q: 3 clusters Score -8583437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8583442.000000 Penalty: 5348.383789
	Iteration 33Q: 3 clusters Score -8583442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8583442.000000 Penalty: 5348.383789
	Iteration 34F: 3 clusters Score -8583442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Entering Unmasked Estep 
Score: -9115281.000000 Penalty: 2686.420166
	Iteration 0F: 2 clusters Score -9115281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -9084612.000000 Penalty: 5372.840332
	Iteration 0F: 3 clusters Score -9084612 nChanged 23444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -9097371.000000 Penalty: 5372.840332
	Iteration 1F: 3 clusters Score -9097371 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -9097978.000000 Penalty: 5372.840332
	Iteration 2Q: 3 clusters Score -9097978 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -9098666.000000 Penalty: 5372.840332
	Iteration 3Q: 3 clusters Score -9098666 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -9099319.000000 Penalty: 5372.840332
	Iteration 4Q: 3 clusters Score -9099319 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -9100077.000000 Penalty: 5372.840332
	Iteration 5Q: 3 clusters Score -9100077 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -9100940.000000 Penalty: 5372.840332
	Iteration 6Q: 3 clusters Score -9100940 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -9101915.000000 Penalty: 5372.840332
	Iteration 7Q: 3 clusters Score -9101915 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -9103212.000000 Penalty: 5372.840332
	Iteration 8Q: 3 clusters Score -9103212 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -9104766.000000 Penalty: 5372.840332
	Iteration 9F: 3 clusters Score -9104766 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -9106603.000000 Penalty: 5372.840332
	Iteration 10F: 3 clusters Score -9106603 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -9108519.000000 Penalty: 5372.840332
	Iteration 11F: 3 clusters Score -9108519 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -9110048.000000 Penalty: 5372.840332
	Iteration 12Q: 3 clusters Score -9110048 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -9111132.000000 Penalty: 5372.840332
	Iteration 13Q: 3 clusters Score -9111132 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -9111785.000000 Penalty: 5372.840332
	Iteration 14Q: 3 clusters Score -9111785 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -9112206.000000 Penalty: 5372.840332
	Iteration 15Q: 3 clusters Score -9112206 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -9112482.000000 Penalty: 5372.840332
	Iteration 16Q: 3 clusters Score -9112482 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -9112602.000000 Penalty: 5372.840332
	Iteration 17Q: 3 clusters Score -9112602 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -9112678.000000 Penalty: 5372.840332
	Iteration 18Q: 3 clusters Score -9112678 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -9112801.000000 Penalty: 5372.840332
	Iteration 19Q: 3 clusters Score -9112801 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -9112843.000000 Penalty: 5372.840332
	Iteration 20F: 3 clusters Score -9112843 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -9112904.000000 Penalty: 5372.840332
	Iteration 21Q: 3 clusters Score -9112904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9112961.000000 Penalty: 5372.840332
	Iteration 22Q: 3 clusters Score -9112961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -9112966.000000 Penalty: 5372.840332
	Iteration 23Q: 3 clusters Score -9112966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9112984.000000 Penalty: 5372.840332
	Iteration 24Q: 3 clusters Score -9112984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -9112997.000000 Penalty: 5372.840332
	Iteration 25Q: 3 clusters Score -9112997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -9113008.000000 Penalty: 5372.840332
	Iteration 26Q: 3 clusters Score -9113008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9113025.000000 Penalty: 5372.840332
	Iteration 27Q: 3 clusters Score -9113025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -9113062.000000 Penalty: 5372.840332
	Iteration 28Q: 3 clusters Score -9113062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9113066.000000 Penalty: 5372.840332
	Iteration 29Q: 3 clusters Score -9113066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -9113062.000000 Penalty: 5372.840332
	Iteration 30Q: 3 clusters Score -9113062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -9113069.000000 Penalty: 5372.840332
	Iteration 31Q: 3 clusters Score -9113069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -9113082.000000 Penalty: 5372.840332
	Iteration 32Q: 3 clusters Score -9113082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9113083.000000 Penalty: 5372.840332
	Iteration 33Q: 3 clusters Score -9113083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -9113085.000000 Penalty: 5372.840332
	Iteration 34Q: 3 clusters Score -9113085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -9113089.000000 Penalty: 5372.840332
	Iteration 35Q: 3 clusters Score -9113089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -9113093.000000 Penalty: 5372.840332
	Iteration 36Q: 3 clusters Score -9113093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -9113092.000000 Penalty: 5372.840332
	Iteration 37Q: 3 clusters Score -9113092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9113100.000000 Penalty: 5372.840332
	Iteration 38Q: 3 clusters Score -9113100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9113100.000000 Penalty: 5372.840332
	Iteration 39F: 3 clusters Score -9113100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -194660.515625 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -194660.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -192577.703125 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -192577.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192990.546875 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -192990.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -193218.250000 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -193218.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -193432.312500 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -193432.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -193584.421875 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -193584.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -193696.859375 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -193696.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -193753.312500 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -193753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -193796.046875 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -193796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -193819.890625 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -193819.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -193840.484375 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -193840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -193853.734375 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -193853.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -193871.078125 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -193871.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -193894.500000 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -193894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -193908.750000 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -193908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -193921.140625 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -193921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -193925.562500 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -193925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -193929.843750 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -193929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -193931.171875 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -193931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -193932.218750 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -193932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -193932.218750 Penalty: 3499.862793
	Iteration 19F: 3 clusters Score -193932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Entering Unmasked Estep 
Score: -7985798.500000 Penalty: 2655.105713
	Iteration 0F: 2 clusters Score -7985798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -7956759.500000 Penalty: 5310.211426
	Iteration 0F: 3 clusters Score -7956760 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -7968005.000000 Penalty: 5310.211426
	Iteration 1F: 3 clusters Score -7968005 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -7968634.000000 Penalty: 5310.211426
	Iteration 2Q: 3 clusters Score -7968634 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -7969245.500000 Penalty: 5310.211426
	Iteration 3Q: 3 clusters Score -7969246 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -7969878.000000 Penalty: 5310.211426
	Iteration 4Q: 3 clusters Score -7969878 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -7970766.500000 Penalty: 5310.211426
	Iteration 5Q: 3 clusters Score -7970766 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7971974.500000 Penalty: 5310.211426
	Iteration 6F: 3 clusters Score -7971974 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7973611.000000 Penalty: 5310.211426
	Iteration 7F: 3 clusters Score -7973611 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -7975676.500000 Penalty: 5310.211426
	Iteration 8F: 3 clusters Score -7975676 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -7978029.500000 Penalty: 5310.211426
	Iteration 9F: 3 clusters Score -7978030 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7980161.000000 Penalty: 5310.211426
	Iteration 10F: 3 clusters Score -7980161 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7981746.500000 Penalty: 5310.211426
	Iteration 11Q: 3 clusters Score -7981746 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -7982625.000000 Penalty: 5310.211426
	Iteration 12Q: 3 clusters Score -7982625 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -7983125.500000 Penalty: 5310.211426
	Iteration 13Q: 3 clusters Score -7983126 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -7983385.000000 Penalty: 5310.211426
	Iteration 14Q: 3 clusters Score -7983385 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -7983546.500000 Penalty: 5310.211426
	Iteration 15Q: 3 clusters Score -7983546 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -7983689.500000 Penalty: 5310.211426
	Iteration 16Q: 3 clusters Score -7983690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -7983743.000000 Penalty: 5310.211426
	Iteration 17Q: 3 clusters Score -7983743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -7983790.500000 Penalty: 5310.211426
	Iteration 18Q: 3 clusters Score -7983790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -7983804.000000 Penalty: 5310.211426
	Iteration 19Q: 3 clusters Score -7983804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -7983809.000000 Penalty: 5310.211426
	Iteration 20F: 3 clusters Score -7983809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -7983827.500000 Penalty: 5310.211426
	Iteration 21Q: 3 clusters Score -7983828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -7983835.500000 Penalty: 5310.211426
	Iteration 22Q: 3 clusters Score -7983836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -7983852.000000 Penalty: 5310.211426
	Iteration 23Q: 3 clusters Score -7983852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -7983867.000000 Penalty: 5310.211426
	Iteration 24Q: 3 clusters Score -7983867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -7983894.500000 Penalty: 5310.211426
	Iteration 25Q: 3 clusters Score -7983894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -7983903.500000 Penalty: 5310.211426
	Iteration 26Q: 3 clusters Score -7983904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -7983902.500000 Penalty: 5310.211426
	Iteration 27Q: 3 clusters Score -7983902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -7983910.000000 Penalty: 5310.211426
	Iteration 28Q: 3 clusters Score -7983910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -7983918.500000 Penalty: 5310.211426
	Iteration 29Q: 3 clusters Score -7983918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -7983918.000000 Penalty: 5310.211426
	Iteration 30Q: 3 clusters Score -7983918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -7983922.500000 Penalty: 5310.211426
	Iteration 31Q: 3 clusters Score -7983922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -7983928.500000 Penalty: 5310.211426
	Iteration 32Q: 3 clusters Score -7983928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -7983934.000000 Penalty: 5310.211426
	Iteration 33Q: 3 clusters Score -7983934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7983936.500000 Penalty: 5310.211426
	Iteration 34Q: 3 clusters Score -7983936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7983946.500000 Penalty: 5310.211426
	Iteration 35Q: 3 clusters Score -7983946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -7983950.000000 Penalty: 5310.211426
	Iteration 36Q: 3 clusters Score -7983950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -7983952.000000 Penalty: 5310.211426
	Iteration 37Q: 3 clusters Score -7983952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -7983950.000000 Penalty: 5310.211426
	Iteration 38Q: 3 clusters Score -7983950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -7983951.000000 Penalty: 5310.211426
	Iteration 39Q: 3 clusters Score -7983951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -7983956.500000 Penalty: 5310.211426
	Iteration 40F: 3 clusters Score -7983956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -7983957.000000 Penalty: 5310.211426
	Iteration 41Q: 3 clusters Score -7983957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -7983957.000000 Penalty: 5310.211426
	Iteration 42F: 3 clusters Score -7983957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Entering Unmasked Estep 
Score: -7912399.000000 Penalty: 2650.964600
	Iteration 0F: 2 clusters Score -7912399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7883554.000000 Penalty: 5301.929199
	Iteration 0F: 3 clusters Score -7883554 nChanged 20181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7894604.500000 Penalty: 5301.929199
	Iteration 1F: 3 clusters Score -7894604 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -7895171.500000 Penalty: 5301.929199
	Iteration 2Q: 3 clusters Score -7895172 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -7895838.500000 Penalty: 5301.929199
	Iteration 3Q: 3 clusters Score -7895838 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -7896780.500000 Penalty: 5301.929199
	Iteration 4Q: 3 clusters Score -7896780 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -7898269.000000 Penalty: 5301.929199
	Iteration 5F: 3 clusters Score -7898269 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -7900613.500000 Penalty: 5301.929199
	Iteration 6F: 3 clusters Score -7900614 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -7903861.500000 Penalty: 5301.929199
	Iteration 7F: 3 clusters Score -7903862 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -7907061.000000 Penalty: 5301.929199
	Iteration 8F: 3 clusters Score -7907061 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7908904.000000 Penalty: 5301.929199
	Iteration 9Q: 3 clusters Score -7908904 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -7909639.500000 Penalty: 5301.929199
	Iteration 10Q: 3 clusters Score -7909640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -7909876.500000 Penalty: 5301.929199
	Iteration 11Q: 3 clusters Score -7909876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -7909981.500000 Penalty: 5301.929199
	Iteration 12Q: 3 clusters Score -7909982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -7910036.500000 Penalty: 5301.929199
	Iteration 13Q: 3 clusters Score -7910036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -7910061.500000 Penalty: 5301.929199
	Iteration 14Q: 3 clusters Score -7910062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -7910083.500000 Penalty: 5301.929199
	Iteration 15Q: 3 clusters Score -7910084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -7910091.500000 Penalty: 5301.929199
	Iteration 16Q: 3 clusters Score -7910092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7910106.000000 Penalty: 5301.929199
	Iteration 17Q: 3 clusters Score -7910106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7910111.000000 Penalty: 5301.929199
	Iteration 18Q: 3 clusters Score -7910111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -7910100.500000 Penalty: 5301.929199
	Iteration 19Q: 3 clusters Score -7910100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -7910109.500000 Penalty: 5301.929199
	Iteration 20F: 3 clusters Score -7910110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -7910121.500000 Penalty: 5301.929199
	Iteration 21Q: 3 clusters Score -7910122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -7910125.000000 Penalty: 5301.929199
	Iteration 22Q: 3 clusters Score -7910125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7910129.000000 Penalty: 5301.929199
	Iteration 23Q: 3 clusters Score -7910129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7910129.000000 Penalty: 5301.929199
	Iteration 24F: 3 clusters Score -7910129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Entering Unmasked Estep 
Score: -9204637.000000 Penalty: 2693.408447
	Iteration 0F: 2 clusters Score -9204637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -9171811.000000 Penalty: 5386.816895
	Iteration 0F: 3 clusters Score -9171811 nChanged 24127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -9185452.000000 Penalty: 5386.816895
	Iteration 1F: 3 clusters Score -9185452 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -9185893.000000 Penalty: 5386.816895
	Iteration 2Q: 3 clusters Score -9185893 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -9186347.000000 Penalty: 5386.816895
	Iteration 3Q: 3 clusters Score -9186347 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -9186894.000000 Penalty: 5386.816895
	Iteration 4Q: 3 clusters Score -9186894 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -9187597.000000 Penalty: 5386.816895
	Iteration 5Q: 3 clusters Score -9187597 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -9188566.000000 Penalty: 5386.816895
	Iteration 6Q: 3 clusters Score -9188566 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -9189857.000000 Penalty: 5386.816895
	Iteration 7Q: 3 clusters Score -9189857 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -9191567.000000 Penalty: 5386.816895
	Iteration 8F: 3 clusters Score -9191567 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -9193628.000000 Penalty: 5386.816895
	Iteration 9F: 3 clusters Score -9193628 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -9195668.000000 Penalty: 5386.816895
	Iteration 10F: 3 clusters Score -9195668 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -9197428.000000 Penalty: 5386.816895
	Iteration 11Q: 3 clusters Score -9197428 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -9198835.000000 Penalty: 5386.816895
	Iteration 12Q: 3 clusters Score -9198835 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -9199819.000000 Penalty: 5386.816895
	Iteration 13Q: 3 clusters Score -9199819 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9200563.000000 Penalty: 5386.816895
	Iteration 14Q: 3 clusters Score -9200563 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -9201033.000000 Penalty: 5386.816895
	Iteration 15Q: 3 clusters Score -9201033 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -9201442.000000 Penalty: 5386.816895
	Iteration 16Q: 3 clusters Score -9201442 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -9201741.000000 Penalty: 5386.816895
	Iteration 17Q: 3 clusters Score -9201741 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -9201882.000000 Penalty: 5386.816895
	Iteration 18Q: 3 clusters Score -9201882 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -9201993.000000 Penalty: 5386.816895
	Iteration 19Q: 3 clusters Score -9201993 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9202088.000000 Penalty: 5386.816895
	Iteration 20F: 3 clusters Score -9202088 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -9202145.000000 Penalty: 5386.816895
	Iteration 21Q: 3 clusters Score -9202145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -9202179.000000 Penalty: 5386.816895
	Iteration 22Q: 3 clusters Score -9202179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -9202213.000000 Penalty: 5386.816895
	Iteration 23Q: 3 clusters Score -9202213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -9202235.000000 Penalty: 5386.816895
	Iteration 24Q: 3 clusters Score -9202235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -9202258.000000 Penalty: 5386.816895
	Iteration 25Q: 3 clusters Score -9202258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -9202281.000000 Penalty: 5386.816895
	Iteration 26Q: 3 clusters Score -9202281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -9202285.000000 Penalty: 5386.816895
	Iteration 27Q: 3 clusters Score -9202285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -9202295.000000 Penalty: 5386.816895
	Iteration 28Q: 3 clusters Score -9202295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -9202312.000000 Penalty: 5386.816895
	Iteration 29Q: 3 clusters Score -9202312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -9202295.000000 Penalty: 5386.816895
	Iteration 30Q: 3 clusters Score -9202295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -9202296.000000 Penalty: 5386.816895
	Iteration 31Q: 3 clusters Score -9202296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -9202299.000000 Penalty: 5386.816895
	Iteration 32Q: 3 clusters Score -9202299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -9202305.000000 Penalty: 5386.816895
	Iteration 33Q: 3 clusters Score -9202305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -9202301.000000 Penalty: 5386.816895
	Iteration 34Q: 3 clusters Score -9202301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -9202302.000000 Penalty: 5386.816895
	Iteration 35Q: 3 clusters Score -9202302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -9202299.000000 Penalty: 5386.816895
	Iteration 36Q: 3 clusters Score -9202299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -9202305.000000 Penalty: 5386.816895
	Iteration 37Q: 3 clusters Score -9202305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -9202298.000000 Penalty: 5386.816895
	Iteration 38Q: 3 clusters Score -9202298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -9202297.000000 Penalty: 5386.816895
	Iteration 39Q: 3 clusters Score -9202297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -9202304.000000 Penalty: 5386.816895
	Iteration 40F: 3 clusters Score -9202304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -9202304.000000 Penalty: 5386.816895
	Iteration 41Q: 3 clusters Score -9202304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -9202301.000000 Penalty: 5386.816895
	Iteration 42Q: 3 clusters Score -9202301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -9202301.000000 Penalty: 5386.816895
	Iteration 43Q: 3 clusters Score -9202301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -9202304.000000 Penalty: 5386.816895
	Iteration 44Q: 3 clusters Score -9202304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -9202313.000000 Penalty: 5386.816895
	Iteration 45Q: 3 clusters Score -9202313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -9202334.000000 Penalty: 5386.816895
	Iteration 46Q: 3 clusters Score -9202334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -9202320.000000 Penalty: 5386.816895
	Iteration 47Q: 3 clusters Score -9202320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -9202328.000000 Penalty: 5386.816895
	Iteration 48Q: 3 clusters Score -9202328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -9202344.000000 Penalty: 5386.816895
	Iteration 49Q: 3 clusters Score -9202344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -9202350.000000 Penalty: 5386.816895
	Iteration 50Q: 3 clusters Score -9202350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -9202354.000000 Penalty: 5386.816895
	Iteration 51Q: 3 clusters Score -9202354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -9202357.000000 Penalty: 5386.816895
	Iteration 52Q: 3 clusters Score -9202357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -9202364.000000 Penalty: 5386.816895
	Iteration 53Q: 3 clusters Score -9202364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -9202364.000000 Penalty: 5386.816895
	Iteration 54Q: 3 clusters Score -9202364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -9202361.000000 Penalty: 5386.816895
	Iteration 55Q: 3 clusters Score -9202361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -9202369.000000 Penalty: 5386.816895
	Iteration 56Q: 3 clusters Score -9202369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -9202365.000000 Penalty: 5386.816895
	Iteration 57Q: 3 clusters Score -9202365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -9202365.000000 Penalty: 5386.816895
	Iteration 58F: 3 clusters Score -9202365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Entering Unmasked Estep 
Score: -8097802.500000 Penalty: 2659.096924
	Iteration 0F: 2 clusters Score -8097802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8067878.500000 Penalty: 5318.193848
	Iteration 0F: 3 clusters Score -8067878 nChanged 20905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -8079131.000000 Penalty: 5318.193848
	Iteration 1F: 3 clusters Score -8079131 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -8079747.000000 Penalty: 5318.193848
	Iteration 2Q: 3 clusters Score -8079747 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8080558.500000 Penalty: 5318.193848
	Iteration 3Q: 3 clusters Score -8080558 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8081761.500000 Penalty: 5318.193848
	Iteration 4Q: 3 clusters Score -8081762 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -8083375.000000 Penalty: 5318.193848
	Iteration 5F: 3 clusters Score -8083375 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8085511.000000 Penalty: 5318.193848
	Iteration 6F: 3 clusters Score -8085511 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -8087982.500000 Penalty: 5318.193848
	Iteration 7F: 3 clusters Score -8087982 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -8090407.500000 Penalty: 5318.193848
	Iteration 8F: 3 clusters Score -8090408 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -8092358.000000 Penalty: 5318.193848
	Iteration 9F: 3 clusters Score -8092358 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -8093575.000000 Penalty: 5318.193848
	Iteration 10Q: 3 clusters Score -8093575 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -8094287.000000 Penalty: 5318.193848
	Iteration 11Q: 3 clusters Score -8094287 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -8094714.000000 Penalty: 5318.193848
	Iteration 12Q: 3 clusters Score -8094714 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -8094999.500000 Penalty: 5318.193848
	Iteration 13Q: 3 clusters Score -8095000 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -8095194.000000 Penalty: 5318.193848
	Iteration 14Q: 3 clusters Score -8095194 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -8095367.000000 Penalty: 5318.193848
	Iteration 15Q: 3 clusters Score -8095367 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -8095460.500000 Penalty: 5318.193848
	Iteration 16Q: 3 clusters Score -8095460 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -8095508.000000 Penalty: 5318.193848
	Iteration 17Q: 3 clusters Score -8095508 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -8095558.000000 Penalty: 5318.193848
	Iteration 18Q: 3 clusters Score -8095558 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -8095624.500000 Penalty: 5318.193848
	Iteration 19Q: 3 clusters Score -8095624 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -8095688.000000 Penalty: 5318.193848
	Iteration 20F: 3 clusters Score -8095688 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -8095708.500000 Penalty: 5318.193848
	Iteration 21Q: 3 clusters Score -8095708 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -8095745.000000 Penalty: 5318.193848
	Iteration 22Q: 3 clusters Score -8095745 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -8095799.000000 Penalty: 5318.193848
	Iteration 23Q: 3 clusters Score -8095799 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -8095822.500000 Penalty: 5318.193848
	Iteration 24Q: 3 clusters Score -8095822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -8095825.000000 Penalty: 5318.193848
	Iteration 25Q: 3 clusters Score -8095825 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -8095861.000000 Penalty: 5318.193848
	Iteration 26Q: 3 clusters Score -8095861 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -8095867.000000 Penalty: 5318.193848
	Iteration 27Q: 3 clusters Score -8095867 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -8095893.500000 Penalty: 5318.193848
	Iteration 28Q: 3 clusters Score -8095894 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -8095944.500000 Penalty: 5318.193848
	Iteration 29Q: 3 clusters Score -8095944 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -8095960.500000 Penalty: 5318.193848
	Iteration 30Q: 3 clusters Score -8095960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8095957.000000 Penalty: 5318.193848
	Iteration 31Q: 3 clusters Score -8095957 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -8095976.000000 Penalty: 5318.193848
	Iteration 32Q: 3 clusters Score -8095976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -8095977.500000 Penalty: 5318.193848
	Iteration 33Q: 3 clusters Score -8095978 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -8096017.500000 Penalty: 5318.193848
	Iteration 34Q: 3 clusters Score -8096018 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -8096037.500000 Penalty: 5318.193848
	Iteration 35Q: 3 clusters Score -8096038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8096069.500000 Penalty: 5318.193848
	Iteration 36Q: 3 clusters Score -8096070 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -8096087.500000 Penalty: 5318.193848
	Iteration 37Q: 3 clusters Score -8096088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -8096129.500000 Penalty: 5318.193848
	Iteration 38Q: 3 clusters Score -8096130 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -8096146.500000 Penalty: 5318.193848
	Iteration 39Q: 3 clusters Score -8096146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -8096188.500000 Penalty: 5318.193848
	Iteration 40F: 3 clusters Score -8096188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8096222.500000 Penalty: 5318.193848
	Iteration 41Q: 3 clusters Score -8096222 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -8096242.500000 Penalty: 5318.193848
	Iteration 42Q: 3 clusters Score -8096242 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -8096253.000000 Penalty: 5318.193848
	Iteration 43Q: 3 clusters Score -8096253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -8096254.000000 Penalty: 5318.193848
	Iteration 44Q: 3 clusters Score -8096254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -8096278.500000 Penalty: 5318.193848
	Iteration 45Q: 3 clusters Score -8096278 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8096287.500000 Penalty: 5318.193848
	Iteration 46Q: 3 clusters Score -8096288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -8096295.500000 Penalty: 5318.193848
	Iteration 47Q: 3 clusters Score -8096296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -8096315.000000 Penalty: 5318.193848
	Iteration 48Q: 3 clusters Score -8096315 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8096325.000000 Penalty: 5318.193848
	Iteration 49Q: 3 clusters Score -8096325 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -8096335.500000 Penalty: 5318.193848
	Iteration 50Q: 3 clusters Score -8096336 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -8096358.500000 Penalty: 5318.193848
	Iteration 51Q: 3 clusters Score -8096358 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8096372.000000 Penalty: 5318.193848
	Iteration 52Q: 3 clusters Score -8096372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8096390.500000 Penalty: 5318.193848
	Iteration 53Q: 3 clusters Score -8096390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8096393.000000 Penalty: 5318.193848
	Iteration 54Q: 3 clusters Score -8096393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -8096403.000000 Penalty: 5318.193848
	Iteration 55Q: 3 clusters Score -8096403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -8096413.500000 Penalty: 5318.193848
	Iteration 56Q: 3 clusters Score -8096414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8096419.500000 Penalty: 5318.193848
	Iteration 57Q: 3 clusters Score -8096420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8096425.000000 Penalty: 5318.193848
	Iteration 58Q: 3 clusters Score -8096425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8096433.500000 Penalty: 5318.193848
	Iteration 59Q: 3 clusters Score -8096434 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8096466.000000 Penalty: 5318.193848
	Iteration 60F: 3 clusters Score -8096466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -8096474.500000 Penalty: 5318.193848
	Iteration 61Q: 3 clusters Score -8096474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -8096469.000000 Penalty: 5318.193848
	Iteration 62Q: 3 clusters Score -8096469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8096484.500000 Penalty: 5318.193848
	Iteration 63Q: 3 clusters Score -8096484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -8096499.500000 Penalty: 5318.193848
	Iteration 64Q: 3 clusters Score -8096500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -8096499.000000 Penalty: 5318.193848
	Iteration 65Q: 3 clusters Score -8096499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -8096499.500000 Penalty: 5318.193848
	Iteration 66Q: 3 clusters Score -8096500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8096515.500000 Penalty: 5318.193848
	Iteration 67Q: 3 clusters Score -8096516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -8096538.500000 Penalty: 5318.193848
	Iteration 68Q: 3 clusters Score -8096538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8096540.500000 Penalty: 5318.193848
	Iteration 69Q: 3 clusters Score -8096540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -8096553.500000 Penalty: 5318.193848
	Iteration 70Q: 3 clusters Score -8096554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -8096576.500000 Penalty: 5318.193848
	Iteration 71Q: 3 clusters Score -8096576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -8096584.000000 Penalty: 5318.193848
	Iteration 72Q: 3 clusters Score -8096584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8096611.500000 Penalty: 5318.193848
	Iteration 73Q: 3 clusters Score -8096612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -8096609.500000 Penalty: 5318.193848
	Iteration 74Q: 3 clusters Score -8096610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -8096623.000000 Penalty: 5318.193848
	Iteration 75Q: 3 clusters Score -8096623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -8096620.000000 Penalty: 5318.193848
	Iteration 76Q: 3 clusters Score -8096620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8096602.000000 Penalty: 5318.193848
	Iteration 77Q: 3 clusters Score -8096602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8096613.500000 Penalty: 5318.193848
	Iteration 78Q: 3 clusters Score -8096614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -8096611.000000 Penalty: 5318.193848
	Iteration 79Q: 3 clusters Score -8096611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8096610.000000 Penalty: 5318.193848
	Iteration 80F: 3 clusters Score -8096610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8096618.500000 Penalty: 5318.193848
	Iteration 81Q: 3 clusters Score -8096618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -8096619.500000 Penalty: 5318.193848
	Iteration 82Q: 3 clusters Score -8096620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8096619.500000 Penalty: 5318.193848
	Iteration 83Q: 3 clusters Score -8096620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8096628.500000 Penalty: 5318.193848
	Iteration 84Q: 3 clusters Score -8096628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -8096627.500000 Penalty: 5318.193848
	Iteration 85Q: 3 clusters Score -8096628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8096627.000000 Penalty: 5318.193848
	Iteration 86Q: 3 clusters Score -8096627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8096625.500000 Penalty: 5318.193848
	Iteration 87Q: 3 clusters Score -8096626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -8096633.000000 Penalty: 5318.193848
	Iteration 88Q: 3 clusters Score -8096633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8096648.500000 Penalty: 5318.193848
	Iteration 89Q: 3 clusters Score -8096648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -8096655.500000 Penalty: 5318.193848
	Iteration 90Q: 3 clusters Score -8096656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -8096662.500000 Penalty: 5318.193848
	Iteration 91Q: 3 clusters Score -8096662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -8096665.000000 Penalty: 5318.193848
	Iteration 92Q: 3 clusters Score -8096665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8096673.500000 Penalty: 5318.193848
	Iteration 93Q: 3 clusters Score -8096674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8096666.000000 Penalty: 5318.193848
	Iteration 94Q: 3 clusters Score -8096666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -8096672.500000 Penalty: 5318.193848
	Iteration 95Q: 3 clusters Score -8096672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -8096674.500000 Penalty: 5318.193848
	Iteration 96Q: 3 clusters Score -8096674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8096674.500000 Penalty: 5318.193848
	Iteration 97Q: 3 clusters Score -8096674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8096671.000000 Penalty: 5318.193848
	Iteration 98Q: 3 clusters Score -8096671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -8096672.500000 Penalty: 5318.193848
	Iteration 99Q: 3 clusters Score -8096672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8096677.500000 Penalty: 5318.193848
	Iteration 100F: 3 clusters Score -8096678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -8096676.500000 Penalty: 5318.193848
	Iteration 101Q: 3 clusters Score -8096676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8096674.000000 Penalty: 5318.193848
	Iteration 102Q: 3 clusters Score -8096674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -8096673.000000 Penalty: 5318.193848
	Iteration 103Q: 3 clusters Score -8096673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8096668.000000 Penalty: 5318.193848
	Iteration 104Q: 3 clusters Score -8096668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8096660.500000 Penalty: 5318.193848
	Iteration 105Q: 3 clusters Score -8096660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8096659.000000 Penalty: 5318.193848
	Iteration 106Q: 3 clusters Score -8096659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8096656.500000 Penalty: 5318.193848
	Iteration 107Q: 3 clusters Score -8096656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -8096645.000000 Penalty: 5318.193848
	Iteration 108Q: 3 clusters Score -8096645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -8096652.000000 Penalty: 5318.193848
	Iteration 109Q: 3 clusters Score -8096652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8096655.500000 Penalty: 5318.193848
	Iteration 110Q: 3 clusters Score -8096656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8096652.000000 Penalty: 5318.193848
	Iteration 111Q: 3 clusters Score -8096652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8096653.500000 Penalty: 5318.193848
	Iteration 112Q: 3 clusters Score -8096654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8096656.000000 Penalty: 5318.193848
	Iteration 113Q: 3 clusters Score -8096656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8096652.500000 Penalty: 5318.193848
	Iteration 114Q: 3 clusters Score -8096652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -8096661.500000 Penalty: 5318.193848
	Iteration 115Q: 3 clusters Score -8096662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8096654.500000 Penalty: 5318.193848
	Iteration 116Q: 3 clusters Score -8096654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8096660.500000 Penalty: 5318.193848
	Iteration 117Q: 3 clusters Score -8096660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8096661.000000 Penalty: 5318.193848
	Iteration 118Q: 3 clusters Score -8096661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8096660.000000 Penalty: 5318.193848
	Iteration 119Q: 3 clusters Score -8096660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8096653.500000 Penalty: 5318.193848
	Iteration 120F: 3 clusters Score -8096654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8096660.000000 Penalty: 5318.193848
	Iteration 121Q: 3 clusters Score -8096660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8096654.500000 Penalty: 5318.193848
	Iteration 122Q: 3 clusters Score -8096654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -8096658.500000 Penalty: 5318.193848
	Iteration 123Q: 3 clusters Score -8096658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8096653.000000 Penalty: 5318.193848
	Iteration 124Q: 3 clusters Score -8096653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -8096659.000000 Penalty: 5318.193848
	Iteration 125Q: 3 clusters Score -8096659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -8096654.000000 Penalty: 5318.193848
	Iteration 126Q: 3 clusters Score -8096654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8096657.500000 Penalty: 5318.193848
	Iteration 127Q: 3 clusters Score -8096658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8096662.000000 Penalty: 5318.193848
	Iteration 128Q: 3 clusters Score -8096662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8096650.000000 Penalty: 5318.193848
	Iteration 129Q: 3 clusters Score -8096650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8096657.000000 Penalty: 5318.193848
	Iteration 130Q: 3 clusters Score -8096657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -8096657.000000 Penalty: 5318.193848
	Iteration 131Q: 3 clusters Score -8096657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8096662.000000 Penalty: 5318.193848
	Iteration 132Q: 3 clusters Score -8096662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8096662.000000 Penalty: 5318.193848
	Iteration 133F: 3 clusters Score -8096662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (45791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45791 members 
Entering Unmasked Estep 
Score: -8152267.000000 Penalty: 2661.497070
	Iteration 0F: 2 clusters Score -8152267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -8122322.500000 Penalty: 5322.994141
	Iteration 0F: 3 clusters Score -8122322 nChanged 21194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -8134303.000000 Penalty: 5322.994141
	Iteration 1F: 3 clusters Score -8134303 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8134822.000000 Penalty: 5322.994141
	Iteration 2Q: 3 clusters Score -8134822 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -8135398.000000 Penalty: 5322.994141
	Iteration 3Q: 3 clusters Score -8135398 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -8135991.000000 Penalty: 5322.994141
	Iteration 4Q: 3 clusters Score -8135991 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -8136900.000000 Penalty: 5322.994141
	Iteration 5Q: 3 clusters Score -8136900 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -8138291.500000 Penalty: 5322.994141
	Iteration 6F: 3 clusters Score -8138292 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -8140303.500000 Penalty: 5322.994141
	Iteration 7F: 3 clusters Score -8140304 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8142899.000000 Penalty: 5322.994141
	Iteration 8F: 3 clusters Score -8142899 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -8145684.000000 Penalty: 5322.994141
	Iteration 9F: 3 clusters Score -8145684 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -8148004.000000 Penalty: 5322.994141
	Iteration 10F: 3 clusters Score -8148004 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8149353.000000 Penalty: 5322.994141
	Iteration 11Q: 3 clusters Score -8149353 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8150069.000000 Penalty: 5322.994141
	Iteration 12Q: 3 clusters Score -8150069 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8150445.500000 Penalty: 5322.994141
	Iteration 13Q: 3 clusters Score -8150446 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8150651.500000 Penalty: 5322.994141
	Iteration 14Q: 3 clusters Score -8150652 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8150786.000000 Penalty: 5322.994141
	Iteration 15Q: 3 clusters Score -8150786 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8150843.500000 Penalty: 5322.994141
	Iteration 16Q: 3 clusters Score -8150844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8150867.500000 Penalty: 5322.994141
	Iteration 17Q: 3 clusters Score -8150868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8150899.500000 Penalty: 5322.994141
	Iteration 18Q: 3 clusters Score -8150900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8150905.500000 Penalty: 5322.994141
	Iteration 19Q: 3 clusters Score -8150906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8150921.500000 Penalty: 5322.994141
	Iteration 20F: 3 clusters Score -8150922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8150919.500000 Penalty: 5322.994141
	Iteration 21Q: 3 clusters Score -8150920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8150936.000000 Penalty: 5322.994141
	Iteration 22Q: 3 clusters Score -8150936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8150925.500000 Penalty: 5322.994141
	Iteration 23Q: 3 clusters Score -8150926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8150928.000000 Penalty: 5322.994141
	Iteration 24Q: 3 clusters Score -8150928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8150931.500000 Penalty: 5322.994141
	Iteration 25Q: 3 clusters Score -8150932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8150933.000000 Penalty: 5322.994141
	Iteration 26Q: 3 clusters Score -8150933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8150935.000000 Penalty: 5322.994141
	Iteration 27Q: 3 clusters Score -8150935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8150942.500000 Penalty: 5322.994141
	Iteration 28Q: 3 clusters Score -8150942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8150956.000000 Penalty: 5322.994141
	Iteration 29Q: 3 clusters Score -8150956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8150954.500000 Penalty: 5322.994141
	Iteration 30Q: 3 clusters Score -8150954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8150953.000000 Penalty: 5322.994141
	Iteration 31Q: 3 clusters Score -8150953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8150954.000000 Penalty: 5322.994141
	Iteration 32Q: 3 clusters Score -8150954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8150954.000000 Penalty: 5322.994141
	Iteration 33F: 3 clusters Score -8150954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Entering Unmasked Estep 
Score: -8970363.000000 Penalty: 2680.792480
	Iteration 0F: 2 clusters Score -8970363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8939567.000000 Penalty: 5361.584961
	Iteration 0F: 3 clusters Score -8939567 nChanged 22740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -8952120.000000 Penalty: 5361.584961
	Iteration 1F: 3 clusters Score -8952120 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -8952722.000000 Penalty: 5361.584961
	Iteration 2Q: 3 clusters Score -8952722 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -8953410.000000 Penalty: 5361.584961
	Iteration 3Q: 3 clusters Score -8953410 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -8954118.000000 Penalty: 5361.584961
	Iteration 4Q: 3 clusters Score -8954118 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -8954887.000000 Penalty: 5361.584961
	Iteration 5Q: 3 clusters Score -8954887 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -8955669.000000 Penalty: 5361.584961
	Iteration 6Q: 3 clusters Score -8955669 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -8956591.000000 Penalty: 5361.584961
	Iteration 7Q: 3 clusters Score -8956591 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8957503.000000 Penalty: 5361.584961
	Iteration 8Q: 3 clusters Score -8957503 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -8958538.000000 Penalty: 5361.584961
	Iteration 9Q: 3 clusters Score -8958538 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -8959767.000000 Penalty: 5361.584961
	Iteration 10Q: 3 clusters Score -8959767 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -8961304.000000 Penalty: 5361.584961
	Iteration 11F: 3 clusters Score -8961304 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8962891.000000 Penalty: 5361.584961
	Iteration 12F: 3 clusters Score -8962891 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -8964496.000000 Penalty: 5361.584961
	Iteration 13Q: 3 clusters Score -8964496 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -8965774.000000 Penalty: 5361.584961
	Iteration 14Q: 3 clusters Score -8965774 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8966521.000000 Penalty: 5361.584961
	Iteration 15Q: 3 clusters Score -8966521 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8967358.000000 Penalty: 5361.584961
	Iteration 16Q: 3 clusters Score -8967358 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8967875.000000 Penalty: 5361.584961
	Iteration 17Q: 3 clusters Score -8967875 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -8968158.000000 Penalty: 5361.584961
	Iteration 18Q: 3 clusters Score -8968158 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -8968380.000000 Penalty: 5361.584961
	Iteration 19Q: 3 clusters Score -8968380 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -8968541.000000 Penalty: 5361.584961
	Iteration 20F: 3 clusters Score -8968541 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8968646.000000 Penalty: 5361.584961
	Iteration 21Q: 3 clusters Score -8968646 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -8968701.000000 Penalty: 5361.584961
	Iteration 22Q: 3 clusters Score -8968701 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -8968765.000000 Penalty: 5361.584961
	Iteration 23Q: 3 clusters Score -8968765 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -8968791.000000 Penalty: 5361.584961
	Iteration 24Q: 3 clusters Score -8968791 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -8968831.000000 Penalty: 5361.584961
	Iteration 25Q: 3 clusters Score -8968831 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -8968873.000000 Penalty: 5361.584961
	Iteration 26Q: 3 clusters Score -8968873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -8968933.000000 Penalty: 5361.584961
	Iteration 27Q: 3 clusters Score -8968933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -8968959.000000 Penalty: 5361.584961
	Iteration 28Q: 3 clusters Score -8968959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -8968965.000000 Penalty: 5361.584961
	Iteration 29Q: 3 clusters Score -8968965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -8968969.000000 Penalty: 5361.584961
	Iteration 30Q: 3 clusters Score -8968969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -8968988.000000 Penalty: 5361.584961
	Iteration 31Q: 3 clusters Score -8968988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -8968979.000000 Penalty: 5361.584961
	Iteration 32Q: 3 clusters Score -8968979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -8968982.000000 Penalty: 5361.584961
	Iteration 33Q: 3 clusters Score -8968982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -8969002.000000 Penalty: 5361.584961
	Iteration 34Q: 3 clusters Score -8969002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -8968997.000000 Penalty: 5361.584961
	Iteration 35Q: 3 clusters Score -8968997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -8969006.000000 Penalty: 5361.584961
	Iteration 36Q: 3 clusters Score -8969006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -8969003.000000 Penalty: 5361.584961
	Iteration 37Q: 3 clusters Score -8969003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -8968993.000000 Penalty: 5361.584961
	Iteration 38Q: 3 clusters Score -8968993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -8968994.000000 Penalty: 5361.584961
	Iteration 39Q: 3 clusters Score -8968994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -8969003.000000 Penalty: 5361.584961
	Iteration 40F: 3 clusters Score -8969003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -8968999.000000 Penalty: 5361.584961
	Iteration 41Q: 3 clusters Score -8968999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -8969008.000000 Penalty: 5361.584961
	Iteration 42Q: 3 clusters Score -8969008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -8969001.000000 Penalty: 5361.584961
	Iteration 43Q: 3 clusters Score -8969001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -8969001.000000 Penalty: 5361.584961
	Iteration 44F: 3 clusters Score -8969001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -163086.796875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -163086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -161138.953125 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -161139 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -161872.546875 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -161872.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -162598.375000 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -162598.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163221.484375 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -163221.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163621.093750 Penalty: 3493.840332
	Iteration 4F: 3 clusters Score -163621.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163860.984375 Penalty: 3493.840332
	Iteration 5F: 3 clusters Score -163861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163964.031250 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -163964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164004.765625 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -164004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164011.921875 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -164011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164017.296875 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -164017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164020.890625 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -164020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164020.890625 Penalty: 3493.840332
	Iteration 11F: 3 clusters Score -164020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23901 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50959 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17117 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50308 members 
Mstep: Class 20 contains 49155 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48196 members 
Mstep: Class 29 contains 50632 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44626 members 
Mstep: Class 32 contains 43887 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45350 members 
Mstep: Class 35 contains 45791 members 
Mstep: Class 36 contains 49496 members 
Mstep: Class 37 contains 486 members 
Mstep: Class 38 contains 660 members 
Entering Unmasked Estep 
Score: -196411440.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196412160.000000 to -196411440.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23901 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 50959 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17117 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50308 members 
Mstep: Class 20 contains 49155 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48196 members 
Mstep: Class 29 contains 50632 members 
Mstep: Class 30 contains 1160 members 
Mstep: Class 31 contains 44626 members 
Mstep: Class 32 contains 43887 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45350 members 
Mstep: Class 35 contains 45791 members 
Mstep: Class 36 contains 49496 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412320.000000 Penalty: 127827.164062
Iteration 399Q: 38 clusters Score -1.964123e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 48910 members 
Mstep: Class 3 contains 22963 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55424 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23899 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 50962 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17114 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 58446 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 50305 members 
Mstep: Class 20 contains 49163 members 
Mstep: Class 21 contains 44360 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44000 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48199 members 
Mstep: Class 29 contains 50630 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 43886 members 
Mstep: Class 33 contains 52075 members 
Mstep: Class 34 contains 45351 members 
Mstep: Class 35 contains 45791 members 
Mstep: Class 36 contains 49492 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412368.000000 Penalty: 127827.164062
Iteration 400F: 38 clusters Score -1.964124e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22960 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23898 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41103 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 50961 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50299 members 
Mstep: Class 20 contains 49175 members 
Mstep: Class 21 contains 44365 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43995 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48200 members 
Mstep: Class 29 contains 50625 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 43885 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45354 members 
Mstep: Class 35 contains 45788 members 
Mstep: Class 36 contains 49491 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412400.000000 Penalty: 127827.164062
Iteration 401Q: 38 clusters Score -1.964124e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22953 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23895 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 50965 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 50295 members 
Mstep: Class 20 contains 49179 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43991 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48200 members 
Mstep: Class 29 contains 50620 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 43891 members 
Mstep: Class 33 contains 52081 members 
Mstep: Class 34 contains 45355 members 
Mstep: Class 35 contains 45784 members 
Mstep: Class 36 contains 49495 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412288.000000 Penalty: 127827.164062
Iteration 402Q: 38 clusters Score -1.964123e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 22951 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23895 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 50971 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50293 members 
Mstep: Class 20 contains 49180 members 
Mstep: Class 21 contains 44371 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43991 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14414 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48201 members 
Mstep: Class 29 contains 50615 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 43893 members 
Mstep: Class 33 contains 52082 members 
Mstep: Class 34 contains 45356 members 
Mstep: Class 35 contains 45781 members 
Mstep: Class 36 contains 49493 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412320.000000 Penalty: 127827.164062
Iteration 403Q: 38 clusters Score -1.964123e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 48908 members 
Mstep: Class 3 contains 22950 members 
Mstep: Class 4 contains 49047 members 
Mstep: Class 5 contains 55423 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23894 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 50981 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42360 members 
Mstep: Class 17 contains 58449 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50292 members 
Mstep: Class 20 contains 49182 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43991 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14413 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48200 members 
Mstep: Class 29 contains 50608 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 43893 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45355 members 
Mstep: Class 35 contains 45783 members 
Mstep: Class 36 contains 49490 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412272.000000 Penalty: 127827.164062
Iteration 404Q: 38 clusters Score -1.964123e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 48909 members 
Mstep: Class 3 contains 22945 members 
Mstep: Class 4 contains 49045 members 
Mstep: Class 5 contains 55425 members 
Mstep: Class 6 contains 27541 members 
Mstep: Class 7 contains 23890 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41110 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 50998 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50287 members 
Mstep: Class 20 contains 49187 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43978 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48199 members 
Mstep: Class 29 contains 50605 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44632 members 
Mstep: Class 32 contains 43893 members 
Mstep: Class 33 contains 52088 members 
Mstep: Class 34 contains 45356 members 
Mstep: Class 35 contains 45782 members 
Mstep: Class 36 contains 49488 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412224.000000 Penalty: 127827.164062
Iteration 405Q: 38 clusters Score -1.964122e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 48911 members 
Mstep: Class 3 contains 22942 members 
Mstep: Class 4 contains 49047 members 
Mstep: Class 5 contains 55428 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23889 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41110 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51009 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17105 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50282 members 
Mstep: Class 20 contains 49198 members 
Mstep: Class 21 contains 44376 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43974 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48198 members 
Mstep: Class 29 contains 50599 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44630 members 
Mstep: Class 32 contains 43889 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45357 members 
Mstep: Class 35 contains 45785 members 
Mstep: Class 36 contains 49484 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 406Q: 38 clusters Score -1.964121e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 48914 members 
Mstep: Class 3 contains 22940 members 
Mstep: Class 4 contains 49048 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23888 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41111 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51023 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58448 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 50275 members 
Mstep: Class 20 contains 49206 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43971 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14414 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48194 members 
Mstep: Class 29 contains 50590 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44629 members 
Mstep: Class 32 contains 43888 members 
Mstep: Class 33 contains 52080 members 
Mstep: Class 34 contains 45365 members 
Mstep: Class 35 contains 45783 members 
Mstep: Class 36 contains 49478 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412016.000000 Penalty: 127827.164062
Iteration 407Q: 38 clusters Score -1.96412e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 48919 members 
Mstep: Class 3 contains 22940 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55415 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23888 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51030 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58447 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 50269 members 
Mstep: Class 20 contains 49215 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43980 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48196 members 
Mstep: Class 29 contains 50582 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44629 members 
Mstep: Class 32 contains 43884 members 
Mstep: Class 33 contains 52075 members 
Mstep: Class 34 contains 45366 members 
Mstep: Class 35 contains 45778 members 
Mstep: Class 36 contains 49476 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 408Q: 38 clusters Score -1.964121e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 48923 members 
Mstep: Class 3 contains 22937 members 
Mstep: Class 4 contains 49050 members 
Mstep: Class 5 contains 55409 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41111 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51030 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58444 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 50263 members 
Mstep: Class 20 contains 49224 members 
Mstep: Class 21 contains 44384 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43991 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14413 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48195 members 
Mstep: Class 29 contains 50579 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44631 members 
Mstep: Class 32 contains 43879 members 
Mstep: Class 33 contains 52074 members 
Mstep: Class 34 contains 45371 members 
Mstep: Class 35 contains 45773 members 
Mstep: Class 36 contains 49472 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412144.000000 Penalty: 127827.164062
Iteration 409Q: 38 clusters Score -1.964121e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22937 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55407 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51028 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 58444 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50261 members 
Mstep: Class 20 contains 49235 members 
Mstep: Class 21 contains 44389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43989 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48198 members 
Mstep: Class 29 contains 50575 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44628 members 
Mstep: Class 32 contains 43876 members 
Mstep: Class 33 contains 52072 members 
Mstep: Class 34 contains 45374 members 
Mstep: Class 35 contains 45772 members 
Mstep: Class 36 contains 49463 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412128.000000 Penalty: 127827.164062
Iteration 410Q: 38 clusters Score -1.964121e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 48927 members 
Mstep: Class 3 contains 22938 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55407 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41111 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51017 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 58446 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50257 members 
Mstep: Class 20 contains 49246 members 
Mstep: Class 21 contains 44394 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43990 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48199 members 
Mstep: Class 29 contains 50580 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44624 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 52071 members 
Mstep: Class 34 contains 45375 members 
Mstep: Class 35 contains 45767 members 
Mstep: Class 36 contains 49457 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412240.000000 Penalty: 127827.164062
Iteration 411Q: 38 clusters Score -1.964122e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22937 members 
Mstep: Class 4 contains 49052 members 
Mstep: Class 5 contains 55405 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51011 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 58451 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50254 members 
Mstep: Class 20 contains 49257 members 
Mstep: Class 21 contains 44403 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43994 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48200 members 
Mstep: Class 29 contains 50579 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44619 members 
Mstep: Class 32 contains 43870 members 
Mstep: Class 33 contains 52064 members 
Mstep: Class 34 contains 45375 members 
Mstep: Class 35 contains 45766 members 
Mstep: Class 36 contains 49449 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412336.000000 Penalty: 127827.164062
Iteration 412Q: 38 clusters Score -1.964123e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 48925 members 
Mstep: Class 3 contains 22937 members 
Mstep: Class 4 contains 49053 members 
Mstep: Class 5 contains 55408 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 23886 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51011 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 58456 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50249 members 
Mstep: Class 20 contains 49264 members 
Mstep: Class 21 contains 44405 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43992 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48198 members 
Mstep: Class 29 contains 50583 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44618 members 
Mstep: Class 32 contains 43871 members 
Mstep: Class 33 contains 52060 members 
Mstep: Class 34 contains 45376 members 
Mstep: Class 35 contains 45764 members 
Mstep: Class 36 contains 49442 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412192.000000 Penalty: 127827.164062
Iteration 413Q: 38 clusters Score -1.964122e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 48923 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55404 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23885 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51013 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42360 members 
Mstep: Class 17 contains 58466 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50245 members 
Mstep: Class 20 contains 49265 members 
Mstep: Class 21 contains 44411 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43992 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48203 members 
Mstep: Class 29 contains 50585 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44616 members 
Mstep: Class 32 contains 43865 members 
Mstep: Class 33 contains 52056 members 
Mstep: Class 34 contains 45375 members 
Mstep: Class 35 contains 45765 members 
Mstep: Class 36 contains 49441 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412240.000000 Penalty: 127827.164062
Iteration 414Q: 38 clusters Score -1.964122e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 48925 members 
Mstep: Class 3 contains 22934 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55395 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 23885 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51016 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 58479 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50245 members 
Mstep: Class 20 contains 49267 members 
Mstep: Class 21 contains 44414 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43990 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48210 members 
Mstep: Class 29 contains 50584 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44612 members 
Mstep: Class 32 contains 43856 members 
Mstep: Class 33 contains 52055 members 
Mstep: Class 34 contains 45374 members 
Mstep: Class 35 contains 45761 members 
Mstep: Class 36 contains 49436 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412176.000000 Penalty: 127827.164062
Iteration 415Q: 38 clusters Score -1.964122e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22933 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55395 members 
Mstep: Class 6 contains 27554 members 
Mstep: Class 7 contains 23883 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41110 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51012 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17112 members 
Mstep: Class 16 contains 42360 members 
Mstep: Class 17 contains 58492 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50247 members 
Mstep: Class 20 contains 49270 members 
Mstep: Class 21 contains 44417 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43983 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48215 members 
Mstep: Class 29 contains 50582 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44610 members 
Mstep: Class 32 contains 43848 members 
Mstep: Class 33 contains 52059 members 
Mstep: Class 34 contains 45373 members 
Mstep: Class 35 contains 45759 members 
Mstep: Class 36 contains 49432 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 416Q: 38 clusters Score -1.964121e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22932 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55396 members 
Mstep: Class 6 contains 27556 members 
Mstep: Class 7 contains 23881 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51007 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42359 members 
Mstep: Class 17 contains 58497 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50244 members 
Mstep: Class 20 contains 49269 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43975 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48217 members 
Mstep: Class 29 contains 50589 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44611 members 
Mstep: Class 32 contains 43849 members 
Mstep: Class 33 contains 52061 members 
Mstep: Class 34 contains 45378 members 
Mstep: Class 35 contains 45760 members 
Mstep: Class 36 contains 49424 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412160.000000 Penalty: 127827.164062
Iteration 417Q: 38 clusters Score -1.964122e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 48923 members 
Mstep: Class 3 contains 22927 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55398 members 
Mstep: Class 6 contains 27558 members 
Mstep: Class 7 contains 23879 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51006 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42357 members 
Mstep: Class 17 contains 58507 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50236 members 
Mstep: Class 20 contains 49272 members 
Mstep: Class 21 contains 44423 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43973 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48222 members 
Mstep: Class 29 contains 50588 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44611 members 
Mstep: Class 32 contains 43844 members 
Mstep: Class 33 contains 52065 members 
Mstep: Class 34 contains 45390 members 
Mstep: Class 35 contains 45760 members 
Mstep: Class 36 contains 49413 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412048.000000 Penalty: 127827.164062
Iteration 418Q: 38 clusters Score -1.96412e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 48924 members 
Mstep: Class 3 contains 22924 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55393 members 
Mstep: Class 6 contains 27559 members 
Mstep: Class 7 contains 23875 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41105 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51012 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58507 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50234 members 
Mstep: Class 20 contains 49269 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43974 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48226 members 
Mstep: Class 29 contains 50579 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44611 members 
Mstep: Class 32 contains 43851 members 
Mstep: Class 33 contains 52065 members 
Mstep: Class 34 contains 45397 members 
Mstep: Class 35 contains 45754 members 
Mstep: Class 36 contains 49412 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412048.000000 Penalty: 127827.164062
Iteration 419Q: 38 clusters Score -1.96412e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 48923 members 
Mstep: Class 3 contains 22923 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55394 members 
Mstep: Class 6 contains 27560 members 
Mstep: Class 7 contains 23874 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51019 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17112 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58512 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50226 members 
Mstep: Class 20 contains 49274 members 
Mstep: Class 21 contains 44442 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43965 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48229 members 
Mstep: Class 29 contains 50570 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44607 members 
Mstep: Class 32 contains 43851 members 
Mstep: Class 33 contains 52065 members 
Mstep: Class 34 contains 45402 members 
Mstep: Class 35 contains 45752 members 
Mstep: Class 36 contains 49413 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412064.000000 Penalty: 127827.164062
Iteration 420F: 38 clusters Score -1.964121e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 48922 members 
Mstep: Class 3 contains 22921 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55393 members 
Mstep: Class 6 contains 27564 members 
Mstep: Class 7 contains 23871 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51024 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17112 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58520 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50221 members 
Mstep: Class 20 contains 49279 members 
Mstep: Class 21 contains 44455 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43959 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48232 members 
Mstep: Class 29 contains 50565 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 43850 members 
Mstep: Class 33 contains 52064 members 
Mstep: Class 34 contains 45405 members 
Mstep: Class 35 contains 45747 members 
Mstep: Class 36 contains 49411 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411952.000000 Penalty: 127827.164062
Iteration 421Q: 38 clusters Score -1.96412e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 48919 members 
Mstep: Class 3 contains 22918 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 55391 members 
Mstep: Class 6 contains 27561 members 
Mstep: Class 7 contains 23871 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51038 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58525 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50221 members 
Mstep: Class 20 contains 49276 members 
Mstep: Class 21 contains 44469 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43951 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48236 members 
Mstep: Class 29 contains 50555 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 43853 members 
Mstep: Class 33 contains 52064 members 
Mstep: Class 34 contains 45407 members 
Mstep: Class 35 contains 45746 members 
Mstep: Class 36 contains 49408 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411792.000000 Penalty: 127827.164062
Iteration 422Q: 38 clusters Score -1.964118e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22911 members 
Mstep: Class 4 contains 49053 members 
Mstep: Class 5 contains 55393 members 
Mstep: Class 6 contains 27559 members 
Mstep: Class 7 contains 23872 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16056 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17112 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 58528 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50212 members 
Mstep: Class 20 contains 49285 members 
Mstep: Class 21 contains 44462 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43949 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48239 members 
Mstep: Class 29 contains 50547 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44601 members 
Mstep: Class 32 contains 43851 members 
Mstep: Class 33 contains 52066 members 
Mstep: Class 34 contains 45409 members 
Mstep: Class 35 contains 45739 members 
Mstep: Class 36 contains 49407 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411840.000000 Penalty: 127827.164062
Iteration 423Q: 38 clusters Score -1.964118e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 48920 members 
Mstep: Class 3 contains 22908 members 
Mstep: Class 4 contains 49053 members 
Mstep: Class 5 contains 55392 members 
Mstep: Class 6 contains 27556 members 
Mstep: Class 7 contains 23873 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51065 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17112 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 58536 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50210 members 
Mstep: Class 20 contains 49288 members 
Mstep: Class 21 contains 44454 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43946 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48241 members 
Mstep: Class 29 contains 50534 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44602 members 
Mstep: Class 32 contains 43848 members 
Mstep: Class 33 contains 52070 members 
Mstep: Class 34 contains 45414 members 
Mstep: Class 35 contains 45738 members 
Mstep: Class 36 contains 49410 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411888.000000 Penalty: 127827.164062
Iteration 424Q: 38 clusters Score -1.964119e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 48922 members 
Mstep: Class 3 contains 22906 members 
Mstep: Class 4 contains 49053 members 
Mstep: Class 5 contains 55398 members 
Mstep: Class 6 contains 27557 members 
Mstep: Class 7 contains 23874 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16056 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51066 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 58537 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50210 members 
Mstep: Class 20 contains 49303 members 
Mstep: Class 21 contains 44450 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43936 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48240 members 
Mstep: Class 29 contains 50536 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44596 members 
Mstep: Class 32 contains 43850 members 
Mstep: Class 33 contains 52069 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45735 members 
Mstep: Class 36 contains 49407 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411792.000000 Penalty: 127827.164062
Iteration 425Q: 38 clusters Score -1.964118e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 48922 members 
Mstep: Class 3 contains 22906 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 55401 members 
Mstep: Class 6 contains 27555 members 
Mstep: Class 7 contains 23873 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16056 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51067 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58540 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50212 members 
Mstep: Class 20 contains 49313 members 
Mstep: Class 21 contains 44451 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43936 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48242 members 
Mstep: Class 29 contains 50539 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44590 members 
Mstep: Class 32 contains 43851 members 
Mstep: Class 33 contains 52071 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45729 members 
Mstep: Class 36 contains 49399 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411792.000000 Penalty: 127827.164062
Iteration 426Q: 38 clusters Score -1.964118e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22906 members 
Mstep: Class 4 contains 49052 members 
Mstep: Class 5 contains 55399 members 
Mstep: Class 6 contains 27556 members 
Mstep: Class 7 contains 23872 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 51076 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58541 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50211 members 
Mstep: Class 20 contains 49315 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43927 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48245 members 
Mstep: Class 29 contains 50541 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44585 members 
Mstep: Class 32 contains 43854 members 
Mstep: Class 33 contains 52076 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45725 members 
Mstep: Class 36 contains 49394 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411872.000000 Penalty: 127827.164062
Iteration 427Q: 38 clusters Score -1.964119e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22904 members 
Mstep: Class 4 contains 49053 members 
Mstep: Class 5 contains 55397 members 
Mstep: Class 6 contains 27553 members 
Mstep: Class 7 contains 23868 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51091 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 58543 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50215 members 
Mstep: Class 20 contains 49325 members 
Mstep: Class 21 contains 44455 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43931 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48240 members 
Mstep: Class 29 contains 50540 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44576 members 
Mstep: Class 32 contains 43857 members 
Mstep: Class 33 contains 52074 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45717 members 
Mstep: Class 36 contains 49389 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411824.000000 Penalty: 127827.164062
Iteration 428Q: 38 clusters Score -1.964118e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 48920 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 55392 members 
Mstep: Class 6 contains 27552 members 
Mstep: Class 7 contains 23864 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51102 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58546 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50212 members 
Mstep: Class 20 contains 49334 members 
Mstep: Class 21 contains 44451 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43932 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48242 members 
Mstep: Class 29 contains 50529 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44573 members 
Mstep: Class 32 contains 43858 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45710 members 
Mstep: Class 36 contains 49387 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411776.000000 Penalty: 127827.164062
Iteration 429Q: 38 clusters Score -1.964118e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22902 members 
Mstep: Class 4 contains 49056 members 
Mstep: Class 5 contains 55390 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 23864 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51123 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58549 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 50216 members 
Mstep: Class 20 contains 49338 members 
Mstep: Class 21 contains 44455 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43935 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48241 members 
Mstep: Class 29 contains 50515 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44571 members 
Mstep: Class 32 contains 43859 members 
Mstep: Class 33 contains 52073 members 
Mstep: Class 34 contains 45408 members 
Mstep: Class 35 contains 45703 members 
Mstep: Class 36 contains 49382 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411792.000000 Penalty: 127827.164062
Iteration 430Q: 38 clusters Score -1.964118e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 48920 members 
Mstep: Class 3 contains 22901 members 
Mstep: Class 4 contains 49056 members 
Mstep: Class 5 contains 55386 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23865 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51140 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58554 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 50211 members 
Mstep: Class 20 contains 49336 members 
Mstep: Class 21 contains 44463 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43944 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48245 members 
Mstep: Class 29 contains 50498 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44568 members 
Mstep: Class 32 contains 43859 members 
Mstep: Class 33 contains 52073 members 
Mstep: Class 34 contains 45410 members 
Mstep: Class 35 contains 45695 members 
Mstep: Class 36 contains 49379 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411920.000000 Penalty: 127827.164062
Iteration 431Q: 38 clusters Score -1.964119e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 48920 members 
Mstep: Class 3 contains 22898 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 55386 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51152 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58558 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 50211 members 
Mstep: Class 20 contains 49329 members 
Mstep: Class 21 contains 44466 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43958 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48244 members 
Mstep: Class 29 contains 50478 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44569 members 
Mstep: Class 32 contains 43862 members 
Mstep: Class 33 contains 52071 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45692 members 
Mstep: Class 36 contains 49377 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411776.000000 Penalty: 127827.164062
Iteration 432Q: 38 clusters Score -1.964118e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 48918 members 
Mstep: Class 3 contains 22899 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55386 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23862 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51166 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58561 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 50200 members 
Mstep: Class 20 contains 49325 members 
Mstep: Class 21 contains 44462 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43966 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48250 members 
Mstep: Class 29 contains 50462 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44566 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 52073 members 
Mstep: Class 34 contains 45410 members 
Mstep: Class 35 contains 45689 members 
Mstep: Class 36 contains 49378 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411824.000000 Penalty: 127827.164062
Iteration 433Q: 38 clusters Score -1.964118e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 48919 members 
Mstep: Class 3 contains 22898 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55386 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23861 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51173 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 58562 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50189 members 
Mstep: Class 20 contains 49328 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43983 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48256 members 
Mstep: Class 29 contains 50443 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44562 members 
Mstep: Class 32 contains 43884 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45408 members 
Mstep: Class 35 contains 45680 members 
Mstep: Class 36 contains 49379 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411664.000000 Penalty: 127827.164062
Iteration 434Q: 38 clusters Score -1.964117e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22894 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55385 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 23859 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51167 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 58562 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50185 members 
Mstep: Class 20 contains 49324 members 
Mstep: Class 21 contains 44443 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44002 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48258 members 
Mstep: Class 29 contains 50436 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44561 members 
Mstep: Class 32 contains 43894 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45406 members 
Mstep: Class 35 contains 45677 members 
Mstep: Class 36 contains 49389 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411600.000000 Penalty: 127827.164062
Iteration 435Q: 38 clusters Score -1.964116e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 48920 members 
Mstep: Class 3 contains 22891 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55383 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23859 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41103 members 
Mstep: Class 10 contains 16049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51159 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58565 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50182 members 
Mstep: Class 20 contains 49326 members 
Mstep: Class 21 contains 44440 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48256 members 
Mstep: Class 29 contains 50434 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44560 members 
Mstep: Class 32 contains 43900 members 
Mstep: Class 33 contains 52081 members 
Mstep: Class 34 contains 45407 members 
Mstep: Class 35 contains 45674 members 
Mstep: Class 36 contains 49389 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411648.000000 Penalty: 127827.164062
Iteration 436Q: 38 clusters Score -1.964116e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22889 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55380 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23860 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41102 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51157 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 58570 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50181 members 
Mstep: Class 20 contains 49330 members 
Mstep: Class 21 contains 44442 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44010 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48256 members 
Mstep: Class 29 contains 50425 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44556 members 
Mstep: Class 32 contains 43901 members 
Mstep: Class 33 contains 52082 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45669 members 
Mstep: Class 36 contains 49396 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411424.000000 Penalty: 127827.164062
Iteration 437Q: 38 clusters Score -1.964114e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 48920 members 
Mstep: Class 3 contains 22887 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55376 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23861 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51156 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58581 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50181 members 
Mstep: Class 20 contains 49329 members 
Mstep: Class 21 contains 44436 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44015 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48261 members 
Mstep: Class 29 contains 50417 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44553 members 
Mstep: Class 32 contains 43900 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45413 members 
Mstep: Class 35 contains 45670 members 
Mstep: Class 36 contains 49392 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411504.000000 Penalty: 127827.164062
Iteration 438Q: 38 clusters Score -1.964115e+08 nChanged 113
Entering ConstructFrom: 
Score: -196411504.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (49465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Entering Unmasked Estep 
Score: -8839686.000000 Penalty: 2680.637207
	Iteration 0F: 2 clusters Score -8839686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -8809003.000000 Penalty: 5361.274414
	Iteration 0F: 3 clusters Score -8809003 nChanged 22854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -8821940.000000 Penalty: 5361.274414
	Iteration 1F: 3 clusters Score -8821940 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -8822537.000000 Penalty: 5361.274414
	Iteration 2Q: 3 clusters Score -8822537 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8823134.000000 Penalty: 5361.274414
	Iteration 3Q: 3 clusters Score -8823134 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -8823787.000000 Penalty: 5361.274414
	Iteration 4Q: 3 clusters Score -8823787 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -8824634.000000 Penalty: 5361.274414
	Iteration 5Q: 3 clusters Score -8824634 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8825732.000000 Penalty: 5361.274414
	Iteration 6Q: 3 clusters Score -8825732 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -8827003.000000 Penalty: 5361.274414
	Iteration 7F: 3 clusters Score -8827003 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -8828606.000000 Penalty: 5361.274414
	Iteration 8F: 3 clusters Score -8828606 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -8830622.000000 Penalty: 5361.274414
	Iteration 9F: 3 clusters Score -8830622 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -8832573.000000 Penalty: 5361.274414
	Iteration 10F: 3 clusters Score -8832573 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -8834410.000000 Penalty: 5361.274414
	Iteration 11F: 3 clusters Score -8834410 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -8835805.000000 Penalty: 5361.274414
	Iteration 12Q: 3 clusters Score -8835805 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -8836751.000000 Penalty: 5361.274414
	Iteration 13Q: 3 clusters Score -8836751 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8837351.000000 Penalty: 5361.274414
	Iteration 14Q: 3 clusters Score -8837351 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -8837749.000000 Penalty: 5361.274414
	Iteration 15Q: 3 clusters Score -8837749 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -8838036.000000 Penalty: 5361.274414
	Iteration 16Q: 3 clusters Score -8838036 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8838267.000000 Penalty: 5361.274414
	Iteration 17Q: 3 clusters Score -8838267 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -8838406.000000 Penalty: 5361.274414
	Iteration 18Q: 3 clusters Score -8838406 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8838569.000000 Penalty: 5361.274414
	Iteration 19Q: 3 clusters Score -8838569 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -8838715.000000 Penalty: 5361.274414
	Iteration 20F: 3 clusters Score -8838715 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8838785.000000 Penalty: 5361.274414
	Iteration 21Q: 3 clusters Score -8838785 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8838888.000000 Penalty: 5361.274414
	Iteration 22Q: 3 clusters Score -8838888 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8838902.000000 Penalty: 5361.274414
	Iteration 23Q: 3 clusters Score -8838902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8838900.000000 Penalty: 5361.274414
	Iteration 24Q: 3 clusters Score -8838900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8838933.000000 Penalty: 5361.274414
	Iteration 25Q: 3 clusters Score -8838933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8838931.000000 Penalty: 5361.274414
	Iteration 26Q: 3 clusters Score -8838931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8838943.000000 Penalty: 5361.274414
	Iteration 27Q: 3 clusters Score -8838943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8838943.000000 Penalty: 5361.274414
	Iteration 28Q: 3 clusters Score -8838943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8838949.000000 Penalty: 5361.274414
	Iteration 29Q: 3 clusters Score -8838949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8838939.000000 Penalty: 5361.274414
	Iteration 30Q: 3 clusters Score -8838939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8838937.000000 Penalty: 5361.274414
	Iteration 31Q: 3 clusters Score -8838937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -8838938.000000 Penalty: 5361.274414
	Iteration 32Q: 3 clusters Score -8838938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8838939.000000 Penalty: 5361.274414
	Iteration 33Q: 3 clusters Score -8838939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -8838935.000000 Penalty: 5361.274414
	Iteration 34Q: 3 clusters Score -8838935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8838935.000000 Penalty: 5361.274414
	Iteration 35Q: 3 clusters Score -8838935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8838937.000000 Penalty: 5361.274414
	Iteration 36Q: 3 clusters Score -8838937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8838935.000000 Penalty: 5361.274414
	Iteration 37Q: 3 clusters Score -8838935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8838933.000000 Penalty: 5361.274414
	Iteration 38Q: 3 clusters Score -8838933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8838939.000000 Penalty: 5361.274414
	Iteration 39Q: 3 clusters Score -8838939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8838939.000000 Penalty: 5361.274414
	Iteration 40F: 3 clusters Score -8838939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8838937.000000 Penalty: 5361.274414
	Iteration 41Q: 3 clusters Score -8838937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8838931.000000 Penalty: 5361.274414
	Iteration 42Q: 3 clusters Score -8838931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8838931.000000 Penalty: 5361.274414
	Iteration 43Q: 3 clusters Score -8838931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8838933.000000 Penalty: 5361.274414
	Iteration 44Q: 3 clusters Score -8838933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8838944.000000 Penalty: 5361.274414
	Iteration 45Q: 3 clusters Score -8838944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8838943.000000 Penalty: 5361.274414
	Iteration 46Q: 3 clusters Score -8838943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8838947.000000 Penalty: 5361.274414
	Iteration 47Q: 3 clusters Score -8838947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8838942.000000 Penalty: 5361.274414
	Iteration 48Q: 3 clusters Score -8838942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8838942.000000 Penalty: 5361.274414
	Iteration 49Q: 3 clusters Score -8838942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8838934.000000 Penalty: 5361.274414
	Iteration 50Q: 3 clusters Score -8838934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8838937.000000 Penalty: 5361.274414
	Iteration 51Q: 3 clusters Score -8838937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8838940.000000 Penalty: 5361.274414
	Iteration 52Q: 3 clusters Score -8838940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8838941.000000 Penalty: 5361.274414
	Iteration 53Q: 3 clusters Score -8838941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8838934.000000 Penalty: 5361.274414
	Iteration 54Q: 3 clusters Score -8838934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8838937.000000 Penalty: 5361.274414
	Iteration 55Q: 3 clusters Score -8838937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8838930.000000 Penalty: 5361.274414
	Iteration 56Q: 3 clusters Score -8838930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8838930.000000 Penalty: 5361.274414
	Iteration 57Q: 3 clusters Score -8838930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8838928.000000 Penalty: 5361.274414
	Iteration 58Q: 3 clusters Score -8838928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8838926.000000 Penalty: 5361.274414
	Iteration 59Q: 3 clusters Score -8838926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8838930.000000 Penalty: 5361.274414
	Iteration 60F: 3 clusters Score -8838930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Entering Unmasked Estep 
Score: -8710964.000000 Penalty: 2677.894531
	Iteration 0F: 2 clusters Score -8710964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -8680400.000000 Penalty: 5355.789062
	Iteration 0F: 3 clusters Score -8680400 nChanged 22509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -8692773.000000 Penalty: 5355.789062
	Iteration 1F: 3 clusters Score -8692773 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -8693290.000000 Penalty: 5355.789062
	Iteration 2Q: 3 clusters Score -8693290 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -8693739.000000 Penalty: 5355.789062
	Iteration 3Q: 3 clusters Score -8693739 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8694179.000000 Penalty: 5355.789062
	Iteration 4Q: 3 clusters Score -8694179 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -8694768.000000 Penalty: 5355.789062
	Iteration 5Q: 3 clusters Score -8694768 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -8695606.000000 Penalty: 5355.789062
	Iteration 6Q: 3 clusters Score -8695606 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -8696709.000000 Penalty: 5355.789062
	Iteration 7F: 3 clusters Score -8696709 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -8698580.000000 Penalty: 5355.789062
	Iteration 8F: 3 clusters Score -8698580 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -8700987.000000 Penalty: 5355.789062
	Iteration 9F: 3 clusters Score -8700987 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -8703763.000000 Penalty: 5355.789062
	Iteration 10F: 3 clusters Score -8703763 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8705982.000000 Penalty: 5355.789062
	Iteration 11F: 3 clusters Score -8705982 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8707315.000000 Penalty: 5355.789062
	Iteration 12Q: 3 clusters Score -8707315 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8708039.000000 Penalty: 5355.789062
	Iteration 13Q: 3 clusters Score -8708039 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8708437.000000 Penalty: 5355.789062
	Iteration 14Q: 3 clusters Score -8708437 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8708596.000000 Penalty: 5355.789062
	Iteration 15Q: 3 clusters Score -8708596 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8708699.000000 Penalty: 5355.789062
	Iteration 16Q: 3 clusters Score -8708699 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8708766.000000 Penalty: 5355.789062
	Iteration 17Q: 3 clusters Score -8708766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8708825.000000 Penalty: 5355.789062
	Iteration 18Q: 3 clusters Score -8708825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8708863.000000 Penalty: 5355.789062
	Iteration 19Q: 3 clusters Score -8708863 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8708887.000000 Penalty: 5355.789062
	Iteration 20F: 3 clusters Score -8708887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8708882.000000 Penalty: 5355.789062
	Iteration 21Q: 3 clusters Score -8708882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8708899.000000 Penalty: 5355.789062
	Iteration 22Q: 3 clusters Score -8708899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8708905.000000 Penalty: 5355.789062
	Iteration 23Q: 3 clusters Score -8708905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8708903.000000 Penalty: 5355.789062
	Iteration 24Q: 3 clusters Score -8708903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8708915.000000 Penalty: 5355.789062
	Iteration 25Q: 3 clusters Score -8708915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8708917.000000 Penalty: 5355.789062
	Iteration 26Q: 3 clusters Score -8708917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8708920.000000 Penalty: 5355.789062
	Iteration 27Q: 3 clusters Score -8708920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8708935.000000 Penalty: 5355.789062
	Iteration 28Q: 3 clusters Score -8708935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8708930.000000 Penalty: 5355.789062
	Iteration 29Q: 3 clusters Score -8708930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8708934.000000 Penalty: 5355.789062
	Iteration 30Q: 3 clusters Score -8708934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8708932.000000 Penalty: 5355.789062
	Iteration 31Q: 3 clusters Score -8708932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8708946.000000 Penalty: 5355.789062
	Iteration 32Q: 3 clusters Score -8708946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8708937.000000 Penalty: 5355.789062
	Iteration 33Q: 3 clusters Score -8708937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8708941.000000 Penalty: 5355.789062
	Iteration 34Q: 3 clusters Score -8708941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8708941.000000 Penalty: 5355.789062
	Iteration 35Q: 3 clusters Score -8708941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8708940.000000 Penalty: 5355.789062
	Iteration 36Q: 3 clusters Score -8708940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8708940.000000 Penalty: 5355.789062
	Iteration 37F: 3 clusters Score -8708940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Entering Unmasked Estep 
Score: -4100283.000000 Penalty: 2489.450195
	Iteration 0F: 2 clusters Score -4100283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4084340.750000 Penalty: 4978.900391
	Iteration 0F: 3 clusters Score -4084341 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4089729.500000 Penalty: 4978.900391
	Iteration 1F: 3 clusters Score -4089730 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4090074.000000 Penalty: 4978.900391
	Iteration 2Q: 3 clusters Score -4090074 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4090333.000000 Penalty: 4978.900391
	Iteration 3Q: 3 clusters Score -4090333 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4090531.500000 Penalty: 4978.900391
	Iteration 4Q: 3 clusters Score -4090532 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4090682.500000 Penalty: 4978.900391
	Iteration 5Q: 3 clusters Score -4090682 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4090807.250000 Penalty: 4978.900391
	Iteration 6Q: 3 clusters Score -4090807 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4090981.000000 Penalty: 4978.900391
	Iteration 7Q: 3 clusters Score -4090981 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -4091185.250000 Penalty: 4978.900391
	Iteration 8Q: 3 clusters Score -4091185 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4091450.500000 Penalty: 4978.900391
	Iteration 9Q: 3 clusters Score -4091450 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4091846.500000 Penalty: 4978.900391
	Iteration 10Q: 3 clusters Score -4091846 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4092366.750000 Penalty: 4978.900391
	Iteration 11Q: 3 clusters Score -4092367 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4093011.500000 Penalty: 4978.900391
	Iteration 12Q: 3 clusters Score -4093012 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -4093834.250000 Penalty: 4978.900391
	Iteration 13F: 3 clusters Score -4093834 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4094788.250000 Penalty: 4978.900391
	Iteration 14F: 3 clusters Score -4094788 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4095800.000000 Penalty: 4978.900391
	Iteration 15F: 3 clusters Score -4095800 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -4096610.500000 Penalty: 4978.900391
	Iteration 16Q: 3 clusters Score -4096610 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4097113.500000 Penalty: 4978.900391
	Iteration 17Q: 3 clusters Score -4097114 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4097402.500000 Penalty: 4978.900391
	Iteration 18Q: 3 clusters Score -4097402 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4097563.000000 Penalty: 4978.900391
	Iteration 19Q: 3 clusters Score -4097563 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4097659.250000 Penalty: 4978.900391
	Iteration 20F: 3 clusters Score -4097659 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4097725.000000 Penalty: 4978.900391
	Iteration 21Q: 3 clusters Score -4097725 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4097775.000000 Penalty: 4978.900391
	Iteration 22Q: 3 clusters Score -4097775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4097813.500000 Penalty: 4978.900391
	Iteration 23Q: 3 clusters Score -4097814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4097842.000000 Penalty: 4978.900391
	Iteration 24Q: 3 clusters Score -4097842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4097846.750000 Penalty: 4978.900391
	Iteration 25Q: 3 clusters Score -4097847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4097866.750000 Penalty: 4978.900391
	Iteration 26Q: 3 clusters Score -4097867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4097876.750000 Penalty: 4978.900391
	Iteration 27Q: 3 clusters Score -4097877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4097888.000000 Penalty: 4978.900391
	Iteration 28Q: 3 clusters Score -4097888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4097897.750000 Penalty: 4978.900391
	Iteration 29Q: 3 clusters Score -4097898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4097904.000000 Penalty: 4978.900391
	Iteration 30Q: 3 clusters Score -4097904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4097916.750000 Penalty: 4978.900391
	Iteration 31Q: 3 clusters Score -4097917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4097926.500000 Penalty: 4978.900391
	Iteration 32Q: 3 clusters Score -4097926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4097930.000000 Penalty: 4978.900391
	Iteration 33Q: 3 clusters Score -4097930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4097936.250000 Penalty: 4978.900391
	Iteration 34Q: 3 clusters Score -4097936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4097937.500000 Penalty: 4978.900391
	Iteration 35Q: 3 clusters Score -4097938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4097944.250000 Penalty: 4978.900391
	Iteration 36Q: 3 clusters Score -4097944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4097953.250000 Penalty: 4978.900391
	Iteration 37Q: 3 clusters Score -4097953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4097964.250000 Penalty: 4978.900391
	Iteration 38Q: 3 clusters Score -4097964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4097971.000000 Penalty: 4978.900391
	Iteration 39Q: 3 clusters Score -4097971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4097983.250000 Penalty: 4978.900391
	Iteration 40F: 3 clusters Score -4097983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4097986.500000 Penalty: 4978.900391
	Iteration 41Q: 3 clusters Score -4097986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4097988.750000 Penalty: 4978.900391
	Iteration 42Q: 3 clusters Score -4097989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4098001.500000 Penalty: 4978.900391
	Iteration 43Q: 3 clusters Score -4098002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4098004.500000 Penalty: 4978.900391
	Iteration 44Q: 3 clusters Score -4098004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4098005.000000 Penalty: 4978.900391
	Iteration 45Q: 3 clusters Score -4098005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4098018.250000 Penalty: 4978.900391
	Iteration 46Q: 3 clusters Score -4098018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4098021.250000 Penalty: 4978.900391
	Iteration 47Q: 3 clusters Score -4098021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4098007.500000 Penalty: 4978.900391
	Iteration 48Q: 3 clusters Score -4098008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4098015.500000 Penalty: 4978.900391
	Iteration 49Q: 3 clusters Score -4098016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4098028.250000 Penalty: 4978.900391
	Iteration 50Q: 3 clusters Score -4098028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4098037.000000 Penalty: 4978.900391
	Iteration 51Q: 3 clusters Score -4098037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4098040.250000 Penalty: 4978.900391
	Iteration 52Q: 3 clusters Score -4098040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4098048.000000 Penalty: 4978.900391
	Iteration 53Q: 3 clusters Score -4098048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4098053.500000 Penalty: 4978.900391
	Iteration 54Q: 3 clusters Score -4098054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4098057.250000 Penalty: 4978.900391
	Iteration 55Q: 3 clusters Score -4098057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4098061.750000 Penalty: 4978.900391
	Iteration 56Q: 3 clusters Score -4098062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4098064.250000 Penalty: 4978.900391
	Iteration 57Q: 3 clusters Score -4098064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4098076.250000 Penalty: 4978.900391
	Iteration 58Q: 3 clusters Score -4098076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4098082.750000 Penalty: 4978.900391
	Iteration 59Q: 3 clusters Score -4098083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4098092.500000 Penalty: 4978.900391
	Iteration 60F: 3 clusters Score -4098092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4098096.250000 Penalty: 4978.900391
	Iteration 61Q: 3 clusters Score -4098096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4098094.000000 Penalty: 4978.900391
	Iteration 62Q: 3 clusters Score -4098094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4098097.250000 Penalty: 4978.900391
	Iteration 63Q: 3 clusters Score -4098097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4098107.750000 Penalty: 4978.900391
	Iteration 64Q: 3 clusters Score -4098108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4098104.000000 Penalty: 4978.900391
	Iteration 65Q: 3 clusters Score -4098104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4098104.000000 Penalty: 4978.900391
	Iteration 66Q: 3 clusters Score -4098104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4098121.000000 Penalty: 4978.900391
	Iteration 67Q: 3 clusters Score -4098121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4098116.750000 Penalty: 4978.900391
	Iteration 68Q: 3 clusters Score -4098117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4098122.750000 Penalty: 4978.900391
	Iteration 69Q: 3 clusters Score -4098123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4098140.000000 Penalty: 4978.900391
	Iteration 70Q: 3 clusters Score -4098140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4098146.750000 Penalty: 4978.900391
	Iteration 71Q: 3 clusters Score -4098147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4098154.750000 Penalty: 4978.900391
	Iteration 72Q: 3 clusters Score -4098155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4098153.500000 Penalty: 4978.900391
	Iteration 73Q: 3 clusters Score -4098154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4098163.750000 Penalty: 4978.900391
	Iteration 74Q: 3 clusters Score -4098164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4098166.000000 Penalty: 4978.900391
	Iteration 75Q: 3 clusters Score -4098166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4098176.000000 Penalty: 4978.900391
	Iteration 76Q: 3 clusters Score -4098176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4098182.500000 Penalty: 4978.900391
	Iteration 77Q: 3 clusters Score -4098182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4098194.250000 Penalty: 4978.900391
	Iteration 78Q: 3 clusters Score -4098194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4098191.750000 Penalty: 4978.900391
	Iteration 79Q: 3 clusters Score -4098192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4098195.250000 Penalty: 4978.900391
	Iteration 80F: 3 clusters Score -4098195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4098196.000000 Penalty: 4978.900391
	Iteration 81Q: 3 clusters Score -4098196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4098206.750000 Penalty: 4978.900391
	Iteration 82Q: 3 clusters Score -4098207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4098203.500000 Penalty: 4978.900391
	Iteration 83Q: 3 clusters Score -4098204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4098202.500000 Penalty: 4978.900391
	Iteration 84Q: 3 clusters Score -4098202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4098201.500000 Penalty: 4978.900391
	Iteration 85Q: 3 clusters Score -4098202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4098204.000000 Penalty: 4978.900391
	Iteration 86Q: 3 clusters Score -4098204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4098205.500000 Penalty: 4978.900391
	Iteration 87Q: 3 clusters Score -4098206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4098203.750000 Penalty: 4978.900391
	Iteration 88Q: 3 clusters Score -4098204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4098203.750000 Penalty: 4978.900391
	Iteration 89F: 3 clusters Score -4098204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Entering Unmasked Estep 
Score: -8709796.000000 Penalty: 2678.598145
	Iteration 0F: 2 clusters Score -8709796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -8678866.000000 Penalty: 5357.196289
	Iteration 0F: 3 clusters Score -8678866 nChanged 22759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -8691410.000000 Penalty: 5357.196289
	Iteration 1F: 3 clusters Score -8691410 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -8692079.000000 Penalty: 5357.196289
	Iteration 2Q: 3 clusters Score -8692079 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -8692714.000000 Penalty: 5357.196289
	Iteration 3Q: 3 clusters Score -8692714 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -8693495.000000 Penalty: 5357.196289
	Iteration 4Q: 3 clusters Score -8693495 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -8694442.000000 Penalty: 5357.196289
	Iteration 5Q: 3 clusters Score -8694442 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -8695881.000000 Penalty: 5357.196289
	Iteration 6F: 3 clusters Score -8695881 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -8697902.000000 Penalty: 5357.196289
	Iteration 7F: 3 clusters Score -8697902 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -8700630.000000 Penalty: 5357.196289
	Iteration 8F: 3 clusters Score -8700630 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8703544.000000 Penalty: 5357.196289
	Iteration 9F: 3 clusters Score -8703544 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8705724.000000 Penalty: 5357.196289
	Iteration 10F: 3 clusters Score -8705724 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -8706954.000000 Penalty: 5357.196289
	Iteration 11Q: 3 clusters Score -8706954 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -8707605.000000 Penalty: 5357.196289
	Iteration 12Q: 3 clusters Score -8707605 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -8707892.000000 Penalty: 5357.196289
	Iteration 13Q: 3 clusters Score -8707892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -8708079.000000 Penalty: 5357.196289
	Iteration 14Q: 3 clusters Score -8708079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -8708124.000000 Penalty: 5357.196289
	Iteration 15Q: 3 clusters Score -8708124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -8708153.000000 Penalty: 5357.196289
	Iteration 16Q: 3 clusters Score -8708153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -8708203.000000 Penalty: 5357.196289
	Iteration 17Q: 3 clusters Score -8708203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -8708219.000000 Penalty: 5357.196289
	Iteration 18Q: 3 clusters Score -8708219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -8708225.000000 Penalty: 5357.196289
	Iteration 19Q: 3 clusters Score -8708225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -8708249.000000 Penalty: 5357.196289
	Iteration 20F: 3 clusters Score -8708249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -8708255.000000 Penalty: 5357.196289
	Iteration 21Q: 3 clusters Score -8708255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -8708260.000000 Penalty: 5357.196289
	Iteration 22Q: 3 clusters Score -8708260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -8708264.000000 Penalty: 5357.196289
	Iteration 23Q: 3 clusters Score -8708264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -8708266.000000 Penalty: 5357.196289
	Iteration 24Q: 3 clusters Score -8708266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -8708275.000000 Penalty: 5357.196289
	Iteration 25Q: 3 clusters Score -8708275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -8708275.000000 Penalty: 5357.196289
	Iteration 26Q: 3 clusters Score -8708275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -8708284.000000 Penalty: 5357.196289
	Iteration 27Q: 3 clusters Score -8708284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -8708282.000000 Penalty: 5357.196289
	Iteration 28Q: 3 clusters Score -8708282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -8708296.000000 Penalty: 5357.196289
	Iteration 29Q: 3 clusters Score -8708296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -8708296.000000 Penalty: 5357.196289
	Iteration 30Q: 3 clusters Score -8708296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -8708311.000000 Penalty: 5357.196289
	Iteration 31Q: 3 clusters Score -8708311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -8708314.000000 Penalty: 5357.196289
	Iteration 32Q: 3 clusters Score -8708314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -8708318.000000 Penalty: 5357.196289
	Iteration 33Q: 3 clusters Score -8708318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -8708313.000000 Penalty: 5357.196289
	Iteration 34Q: 3 clusters Score -8708313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -8708313.000000 Penalty: 5357.196289
	Iteration 35F: 3 clusters Score -8708313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Entering Unmasked Estep 
Score: -9925179.000000 Penalty: 2708.622559
	Iteration 0F: 2 clusters Score -9925179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -9893738.000000 Penalty: 5417.245117
	Iteration 0F: 3 clusters Score -9893738 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -9908042.000000 Penalty: 5417.245117
	Iteration 1F: 3 clusters Score -9908042 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -9908592.000000 Penalty: 5417.245117
	Iteration 2Q: 3 clusters Score -9908592 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -9909119.000000 Penalty: 5417.245117
	Iteration 3Q: 3 clusters Score -9909119 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -9909595.000000 Penalty: 5417.245117
	Iteration 4Q: 3 clusters Score -9909595 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -9910105.000000 Penalty: 5417.245117
	Iteration 5Q: 3 clusters Score -9910105 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -9910590.000000 Penalty: 5417.245117
	Iteration 6Q: 3 clusters Score -9910590 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -9911162.000000 Penalty: 5417.245117
	Iteration 7Q: 3 clusters Score -9911162 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -9912060.000000 Penalty: 5417.245117
	Iteration 8Q: 3 clusters Score -9912060 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -9913211.000000 Penalty: 5417.245117
	Iteration 9Q: 3 clusters Score -9913211 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -9914807.000000 Penalty: 5417.245117
	Iteration 10Q: 3 clusters Score -9914807 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -9916416.000000 Penalty: 5417.245117
	Iteration 11Q: 3 clusters Score -9916416 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -9917564.000000 Penalty: 5417.245117
	Iteration 12Q: 3 clusters Score -9917564 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9918046.000000 Penalty: 5417.245117
	Iteration 13Q: 3 clusters Score -9918046 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -9918267.000000 Penalty: 5417.245117
	Iteration 14Q: 3 clusters Score -9918267 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -9918381.000000 Penalty: 5417.245117
	Iteration 15Q: 3 clusters Score -9918381 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -9918458.000000 Penalty: 5417.245117
	Iteration 16Q: 3 clusters Score -9918458 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -9918543.000000 Penalty: 5417.245117
	Iteration 17Q: 3 clusters Score -9918543 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -9918587.000000 Penalty: 5417.245117
	Iteration 18Q: 3 clusters Score -9918587 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -9918655.000000 Penalty: 5417.245117
	Iteration 19Q: 3 clusters Score -9918655 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -9918670.000000 Penalty: 5417.245117
	Iteration 20F: 3 clusters Score -9918670 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -9918703.000000 Penalty: 5417.245117
	Iteration 21Q: 3 clusters Score -9918703 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -9918777.000000 Penalty: 5417.245117
	Iteration 22Q: 3 clusters Score -9918777 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -9918838.000000 Penalty: 5417.245117
	Iteration 23Q: 3 clusters Score -9918838 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -9918938.000000 Penalty: 5417.245117
	Iteration 24Q: 3 clusters Score -9918938 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -9918969.000000 Penalty: 5417.245117
	Iteration 25Q: 3 clusters Score -9918969 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -9919002.000000 Penalty: 5417.245117
	Iteration 26Q: 3 clusters Score -9919002 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -9919165.000000 Penalty: 5417.245117
	Iteration 27Q: 3 clusters Score -9919165 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -9919257.000000 Penalty: 5417.245117
	Iteration 28Q: 3 clusters Score -9919257 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -9919328.000000 Penalty: 5417.245117
	Iteration 29Q: 3 clusters Score -9919328 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -9919423.000000 Penalty: 5417.245117
	Iteration 30Q: 3 clusters Score -9919423 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -9919531.000000 Penalty: 5417.245117
	Iteration 31Q: 3 clusters Score -9919531 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -9919673.000000 Penalty: 5417.245117
	Iteration 32Q: 3 clusters Score -9919673 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -9919822.000000 Penalty: 5417.245117
	Iteration 33Q: 3 clusters Score -9919822 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -9919968.000000 Penalty: 5417.245117
	Iteration 34Q: 3 clusters Score -9919968 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -9920081.000000 Penalty: 5417.245117
	Iteration 35Q: 3 clusters Score -9920081 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -9920265.000000 Penalty: 5417.245117
	Iteration 36Q: 3 clusters Score -9920265 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -9920423.000000 Penalty: 5417.245117
	Iteration 37Q: 3 clusters Score -9920423 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -9920613.000000 Penalty: 5417.245117
	Iteration 38Q: 3 clusters Score -9920613 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -9920792.000000 Penalty: 5417.245117
	Iteration 39Q: 3 clusters Score -9920792 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -9920941.000000 Penalty: 5417.245117
	Iteration 40F: 3 clusters Score -9920941 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -9921127.000000 Penalty: 5417.245117
	Iteration 41Q: 3 clusters Score -9921127 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -9921360.000000 Penalty: 5417.245117
	Iteration 42Q: 3 clusters Score -9921360 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -9921486.000000 Penalty: 5417.245117
	Iteration 43Q: 3 clusters Score -9921486 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -9921595.000000 Penalty: 5417.245117
	Iteration 44Q: 3 clusters Score -9921595 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -9921690.000000 Penalty: 5417.245117
	Iteration 45Q: 3 clusters Score -9921690 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -9921789.000000 Penalty: 5417.245117
	Iteration 46Q: 3 clusters Score -9921789 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -9921825.000000 Penalty: 5417.245117
	Iteration 47Q: 3 clusters Score -9921825 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -9921938.000000 Penalty: 5417.245117
	Iteration 48Q: 3 clusters Score -9921938 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -9922094.000000 Penalty: 5417.245117
	Iteration 49Q: 3 clusters Score -9922094 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -9922148.000000 Penalty: 5417.245117
	Iteration 50Q: 3 clusters Score -9922148 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -9922269.000000 Penalty: 5417.245117
	Iteration 51Q: 3 clusters Score -9922269 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -9922364.000000 Penalty: 5417.245117
	Iteration 52Q: 3 clusters Score -9922364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -9922449.000000 Penalty: 5417.245117
	Iteration 53Q: 3 clusters Score -9922449 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -9922546.000000 Penalty: 5417.245117
	Iteration 54Q: 3 clusters Score -9922546 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -9922611.000000 Penalty: 5417.245117
	Iteration 55Q: 3 clusters Score -9922611 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -9922654.000000 Penalty: 5417.245117
	Iteration 56Q: 3 clusters Score -9922654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -9922748.000000 Penalty: 5417.245117
	Iteration 57Q: 3 clusters Score -9922748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -9922767.000000 Penalty: 5417.245117
	Iteration 58Q: 3 clusters Score -9922767 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -9922770.000000 Penalty: 5417.245117
	Iteration 59Q: 3 clusters Score -9922770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -9922797.000000 Penalty: 5417.245117
	Iteration 60F: 3 clusters Score -9922797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -9922803.000000 Penalty: 5417.245117
	Iteration 61Q: 3 clusters Score -9922803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -9922807.000000 Penalty: 5417.245117
	Iteration 62Q: 3 clusters Score -9922807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -9922832.000000 Penalty: 5417.245117
	Iteration 63Q: 3 clusters Score -9922832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -9922835.000000 Penalty: 5417.245117
	Iteration 64Q: 3 clusters Score -9922835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -9922862.000000 Penalty: 5417.245117
	Iteration 65Q: 3 clusters Score -9922862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -9922893.000000 Penalty: 5417.245117
	Iteration 66Q: 3 clusters Score -9922893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -9922896.000000 Penalty: 5417.245117
	Iteration 67Q: 3 clusters Score -9922896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -9922888.000000 Penalty: 5417.245117
	Iteration 68Q: 3 clusters Score -9922888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -9922904.000000 Penalty: 5417.245117
	Iteration 69Q: 3 clusters Score -9922904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -9922905.000000 Penalty: 5417.245117
	Iteration 70Q: 3 clusters Score -9922905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -9922906.000000 Penalty: 5417.245117
	Iteration 71Q: 3 clusters Score -9922906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -9922896.000000 Penalty: 5417.245117
	Iteration 72Q: 3 clusters Score -9922896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -9922888.000000 Penalty: 5417.245117
	Iteration 73Q: 3 clusters Score -9922888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -9922890.000000 Penalty: 5417.245117
	Iteration 74Q: 3 clusters Score -9922890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -9922904.000000 Penalty: 5417.245117
	Iteration 75Q: 3 clusters Score -9922904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -9922903.000000 Penalty: 5417.245117
	Iteration 76Q: 3 clusters Score -9922903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -9922903.000000 Penalty: 5417.245117
	Iteration 77F: 3 clusters Score -9922903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Entering Unmasked Estep 
Score: -4842079.500000 Penalty: 2535.500977
	Iteration 0F: 2 clusters Score -4842080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -4823067.000000 Penalty: 5071.001953
	Iteration 0F: 3 clusters Score -4823067 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4829790.000000 Penalty: 5071.001953
	Iteration 1F: 3 clusters Score -4829790 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -4830325.000000 Penalty: 5071.001953
	Iteration 2F: 3 clusters Score -4830325 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4830901.500000 Penalty: 5071.001953
	Iteration 3Q: 3 clusters Score -4830902 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4831523.000000 Penalty: 5071.001953
	Iteration 4Q: 3 clusters Score -4831523 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4832201.000000 Penalty: 5071.001953
	Iteration 5Q: 3 clusters Score -4832201 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4832930.000000 Penalty: 5071.001953
	Iteration 6Q: 3 clusters Score -4832930 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4833691.500000 Penalty: 5071.001953
	Iteration 7Q: 3 clusters Score -4833692 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4834520.000000 Penalty: 5071.001953
	Iteration 8F: 3 clusters Score -4834520 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4835359.000000 Penalty: 5071.001953
	Iteration 9Q: 3 clusters Score -4835359 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4836202.500000 Penalty: 5071.001953
	Iteration 10Q: 3 clusters Score -4836202 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4836964.500000 Penalty: 5071.001953
	Iteration 11Q: 3 clusters Score -4836964 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4837483.500000 Penalty: 5071.001953
	Iteration 12Q: 3 clusters Score -4837484 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4837891.000000 Penalty: 5071.001953
	Iteration 13Q: 3 clusters Score -4837891 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4838157.000000 Penalty: 5071.001953
	Iteration 14Q: 3 clusters Score -4838157 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4838330.000000 Penalty: 5071.001953
	Iteration 15Q: 3 clusters Score -4838330 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -4838430.500000 Penalty: 5071.001953
	Iteration 16Q: 3 clusters Score -4838430 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4838516.000000 Penalty: 5071.001953
	Iteration 17Q: 3 clusters Score -4838516 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4838583.500000 Penalty: 5071.001953
	Iteration 18Q: 3 clusters Score -4838584 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4838670.500000 Penalty: 5071.001953
	Iteration 19Q: 3 clusters Score -4838670 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4838703.500000 Penalty: 5071.001953
	Iteration 20F: 3 clusters Score -4838704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -4838751.000000 Penalty: 5071.001953
	Iteration 21Q: 3 clusters Score -4838751 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4838830.000000 Penalty: 5071.001953
	Iteration 22Q: 3 clusters Score -4838830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -4838888.000000 Penalty: 5071.001953
	Iteration 23Q: 3 clusters Score -4838888 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4838963.500000 Penalty: 5071.001953
	Iteration 24Q: 3 clusters Score -4838964 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4839031.500000 Penalty: 5071.001953
	Iteration 25Q: 3 clusters Score -4839032 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4839181.500000 Penalty: 5071.001953
	Iteration 26Q: 3 clusters Score -4839182 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -4839393.000000 Penalty: 5071.001953
	Iteration 27Q: 3 clusters Score -4839393 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4839671.500000 Penalty: 5071.001953
	Iteration 28Q: 3 clusters Score -4839672 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4839954.500000 Penalty: 5071.001953
	Iteration 29Q: 3 clusters Score -4839954 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -4840228.000000 Penalty: 5071.001953
	Iteration 30Q: 3 clusters Score -4840228 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4840452.000000 Penalty: 5071.001953
	Iteration 31Q: 3 clusters Score -4840452 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4840559.500000 Penalty: 5071.001953
	Iteration 32Q: 3 clusters Score -4840560 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4840631.500000 Penalty: 5071.001953
	Iteration 33Q: 3 clusters Score -4840632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4840707.500000 Penalty: 5071.001953
	Iteration 34Q: 3 clusters Score -4840708 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4840732.000000 Penalty: 5071.001953
	Iteration 35Q: 3 clusters Score -4840732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4840753.000000 Penalty: 5071.001953
	Iteration 36Q: 3 clusters Score -4840753 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4840773.000000 Penalty: 5071.001953
	Iteration 37Q: 3 clusters Score -4840773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4840779.000000 Penalty: 5071.001953
	Iteration 38Q: 3 clusters Score -4840779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4840782.000000 Penalty: 5071.001953
	Iteration 39Q: 3 clusters Score -4840782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4840784.500000 Penalty: 5071.001953
	Iteration 40F: 3 clusters Score -4840784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4840800.500000 Penalty: 5071.001953
	Iteration 41Q: 3 clusters Score -4840800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4840800.500000 Penalty: 5071.001953
	Iteration 42Q: 3 clusters Score -4840800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4840800.500000 Penalty: 5071.001953
	Iteration 43Q: 3 clusters Score -4840800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4840795.500000 Penalty: 5071.001953
	Iteration 44Q: 3 clusters Score -4840796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -4840797.500000 Penalty: 5071.001953
	Iteration 45Q: 3 clusters Score -4840798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4840794.500000 Penalty: 5071.001953
	Iteration 46Q: 3 clusters Score -4840794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4840791.500000 Penalty: 5071.001953
	Iteration 47Q: 3 clusters Score -4840792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4840795.500000 Penalty: 5071.001953
	Iteration 48Q: 3 clusters Score -4840796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4840796.000000 Penalty: 5071.001953
	Iteration 49Q: 3 clusters Score -4840796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4840795.000000 Penalty: 5071.001953
	Iteration 50Q: 3 clusters Score -4840795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -4840795.000000 Penalty: 5071.001953
	Iteration 51Q: 3 clusters Score -4840795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4840798.000000 Penalty: 5071.001953
	Iteration 52Q: 3 clusters Score -4840798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4840798.500000 Penalty: 5071.001953
	Iteration 53Q: 3 clusters Score -4840798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4840798.500000 Penalty: 5071.001953
	Iteration 54F: 3 clusters Score -4840798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Entering Unmasked Estep 
Score: -4149807.750000 Penalty: 2499.861084
	Iteration 0F: 2 clusters Score -4149808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4133299.750000 Penalty: 4999.722168
	Iteration 0F: 3 clusters Score -4133300 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4139050.500000 Penalty: 4999.722168
	Iteration 1F: 3 clusters Score -4139050 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4139450.000000 Penalty: 4999.722168
	Iteration 2F: 3 clusters Score -4139450 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4139774.000000 Penalty: 4999.722168
	Iteration 3Q: 3 clusters Score -4139774 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4140032.750000 Penalty: 4999.722168
	Iteration 4Q: 3 clusters Score -4140033 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4140265.750000 Penalty: 4999.722168
	Iteration 5Q: 3 clusters Score -4140266 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4140501.000000 Penalty: 4999.722168
	Iteration 6Q: 3 clusters Score -4140501 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4140785.000000 Penalty: 4999.722168
	Iteration 7Q: 3 clusters Score -4140785 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4141100.250000 Penalty: 4999.722168
	Iteration 8Q: 3 clusters Score -4141100 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4141450.000000 Penalty: 4999.722168
	Iteration 9Q: 3 clusters Score -4141450 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4141878.750000 Penalty: 4999.722168
	Iteration 10Q: 3 clusters Score -4141879 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4142468.750000 Penalty: 4999.722168
	Iteration 11Q: 3 clusters Score -4142469 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -4143132.750000 Penalty: 4999.722168
	Iteration 12Q: 3 clusters Score -4143133 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4143916.000000 Penalty: 4999.722168
	Iteration 13Q: 3 clusters Score -4143916 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4144739.250000 Penalty: 4999.722168
	Iteration 14Q: 3 clusters Score -4144739 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4145542.750000 Penalty: 4999.722168
	Iteration 15Q: 3 clusters Score -4145543 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4146210.000000 Penalty: 4999.722168
	Iteration 16Q: 3 clusters Score -4146210 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4146744.000000 Penalty: 4999.722168
	Iteration 17Q: 3 clusters Score -4146744 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4147081.250000 Penalty: 4999.722168
	Iteration 18Q: 3 clusters Score -4147081 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4147318.250000 Penalty: 4999.722168
	Iteration 19Q: 3 clusters Score -4147318 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4147478.750000 Penalty: 4999.722168
	Iteration 20F: 3 clusters Score -4147479 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4147571.750000 Penalty: 4999.722168
	Iteration 21Q: 3 clusters Score -4147572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4147630.500000 Penalty: 4999.722168
	Iteration 22Q: 3 clusters Score -4147630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4147656.750000 Penalty: 4999.722168
	Iteration 23Q: 3 clusters Score -4147657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4147675.500000 Penalty: 4999.722168
	Iteration 24Q: 3 clusters Score -4147676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4147686.750000 Penalty: 4999.722168
	Iteration 25Q: 3 clusters Score -4147687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4147699.250000 Penalty: 4999.722168
	Iteration 26Q: 3 clusters Score -4147699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4147715.500000 Penalty: 4999.722168
	Iteration 27Q: 3 clusters Score -4147716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4147717.000000 Penalty: 4999.722168
	Iteration 28Q: 3 clusters Score -4147717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4147724.000000 Penalty: 4999.722168
	Iteration 29Q: 3 clusters Score -4147724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4147729.250000 Penalty: 4999.722168
	Iteration 30Q: 3 clusters Score -4147729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4147731.750000 Penalty: 4999.722168
	Iteration 31Q: 3 clusters Score -4147732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4147735.750000 Penalty: 4999.722168
	Iteration 32Q: 3 clusters Score -4147736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4147744.250000 Penalty: 4999.722168
	Iteration 33Q: 3 clusters Score -4147744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4147746.500000 Penalty: 4999.722168
	Iteration 34Q: 3 clusters Score -4147746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4147754.000000 Penalty: 4999.722168
	Iteration 35Q: 3 clusters Score -4147754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4147754.000000 Penalty: 4999.722168
	Iteration 36Q: 3 clusters Score -4147754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4147754.000000 Penalty: 4999.722168
	Iteration 37F: 3 clusters Score -4147754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Entering Unmasked Estep 
Score: -946866.250000 Penalty: 2133.453857
	Iteration 0F: 2 clusters Score -946866.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -942067.500000 Penalty: 4266.907715
	Iteration 0F: 3 clusters Score -942067.5 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -943272.750000 Penalty: 4266.907715
	Iteration 1F: 3 clusters Score -943272.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -943603.000000 Penalty: 4266.907715
	Iteration 2F: 3 clusters Score -943603 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -943838.687500 Penalty: 4266.907715
	Iteration 3F: 3 clusters Score -943838.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -944021.250000 Penalty: 4266.907715
	Iteration 4Q: 3 clusters Score -944021.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -944172.312500 Penalty: 4266.907715
	Iteration 5Q: 3 clusters Score -944172.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -944320.375000 Penalty: 4266.907715
	Iteration 6Q: 3 clusters Score -944320.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -944463.437500 Penalty: 4266.907715
	Iteration 7Q: 3 clusters Score -944463.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -944626.625000 Penalty: 4266.907715
	Iteration 8Q: 3 clusters Score -944626.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -944819.500000 Penalty: 4266.907715
	Iteration 9Q: 3 clusters Score -944819.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -945031.937500 Penalty: 4266.907715
	Iteration 10Q: 3 clusters Score -945031.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -945225.187500 Penalty: 4266.907715
	Iteration 11Q: 3 clusters Score -945225.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -945390.250000 Penalty: 4266.907715
	Iteration 12Q: 3 clusters Score -945390.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -945520.812500 Penalty: 4266.907715
	Iteration 13Q: 3 clusters Score -945520.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -945617.312500 Penalty: 4266.907715
	Iteration 14Q: 3 clusters Score -945617.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -945683.375000 Penalty: 4266.907715
	Iteration 15Q: 3 clusters Score -945683.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -945717.875000 Penalty: 4266.907715
	Iteration 16Q: 3 clusters Score -945717.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -945748.687500 Penalty: 4266.907715
	Iteration 17Q: 3 clusters Score -945748.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -945774.687500 Penalty: 4266.907715
	Iteration 18Q: 3 clusters Score -945774.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -945796.562500 Penalty: 4266.907715
	Iteration 19Q: 3 clusters Score -945796.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -945807.687500 Penalty: 4266.907715
	Iteration 20F: 3 clusters Score -945807.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -945817.312500 Penalty: 4266.907715
	Iteration 21Q: 3 clusters Score -945817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -945820.937500 Penalty: 4266.907715
	Iteration 22Q: 3 clusters Score -945820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -945823.187500 Penalty: 4266.907715
	Iteration 23Q: 3 clusters Score -945823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -945826.250000 Penalty: 4266.907715
	Iteration 24Q: 3 clusters Score -945826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -945827.500000 Penalty: 4266.907715
	Iteration 25Q: 3 clusters Score -945827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -945828.125000 Penalty: 4266.907715
	Iteration 26Q: 3 clusters Score -945828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -945830.062500 Penalty: 4266.907715
	Iteration 27Q: 3 clusters Score -945830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -945830.062500 Penalty: 4266.907715
	Iteration 28F: 3 clusters Score -945830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Entering Unmasked Estep 
Score: -7287429.000000 Penalty: 2634.693359
	Iteration 0F: 2 clusters Score -7287429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -7259678.500000 Penalty: 5269.386719
	Iteration 0F: 3 clusters Score -7259678 nChanged 18939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -7270155.500000 Penalty: 5269.386719
	Iteration 1F: 3 clusters Score -7270156 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -7270680.000000 Penalty: 5269.386719
	Iteration 2Q: 3 clusters Score -7270680 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -7271215.500000 Penalty: 5269.386719
	Iteration 3Q: 3 clusters Score -7271216 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -7271658.000000 Penalty: 5269.386719
	Iteration 4Q: 3 clusters Score -7271658 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -7272145.000000 Penalty: 5269.386719
	Iteration 5Q: 3 clusters Score -7272145 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -7272783.000000 Penalty: 5269.386719
	Iteration 6Q: 3 clusters Score -7272783 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7273586.000000 Penalty: 5269.386719
	Iteration 7Q: 3 clusters Score -7273586 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -7274814.000000 Penalty: 5269.386719
	Iteration 8F: 3 clusters Score -7274814 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -7276613.000000 Penalty: 5269.386719
	Iteration 9F: 3 clusters Score -7276613 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -7278953.500000 Penalty: 5269.386719
	Iteration 10F: 3 clusters Score -7278954 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -7281545.500000 Penalty: 5269.386719
	Iteration 11F: 3 clusters Score -7281546 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -7283472.500000 Penalty: 5269.386719
	Iteration 12F: 3 clusters Score -7283472 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -7284560.000000 Penalty: 5269.386719
	Iteration 13Q: 3 clusters Score -7284560 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -7285070.000000 Penalty: 5269.386719
	Iteration 14Q: 3 clusters Score -7285070 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7285340.500000 Penalty: 5269.386719
	Iteration 15Q: 3 clusters Score -7285340 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -7285474.500000 Penalty: 5269.386719
	Iteration 16Q: 3 clusters Score -7285474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7285576.000000 Penalty: 5269.386719
	Iteration 17Q: 3 clusters Score -7285576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -7285620.000000 Penalty: 5269.386719
	Iteration 18Q: 3 clusters Score -7285620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -7285634.000000 Penalty: 5269.386719
	Iteration 19Q: 3 clusters Score -7285634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -7285644.500000 Penalty: 5269.386719
	Iteration 20F: 3 clusters Score -7285644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -7285656.500000 Penalty: 5269.386719
	Iteration 21Q: 3 clusters Score -7285656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -7285670.000000 Penalty: 5269.386719
	Iteration 22Q: 3 clusters Score -7285670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -7285678.000000 Penalty: 5269.386719
	Iteration 23Q: 3 clusters Score -7285678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -7285674.500000 Penalty: 5269.386719
	Iteration 24Q: 3 clusters Score -7285674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -7285670.500000 Penalty: 5269.386719
	Iteration 25Q: 3 clusters Score -7285670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -7285670.500000 Penalty: 5269.386719
	Iteration 26Q: 3 clusters Score -7285670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -7285670.500000 Penalty: 5269.386719
	Iteration 27F: 3 clusters Score -7285670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Entering Unmasked Estep 
Score: -2843122.000000 Penalty: 2401.437256
	Iteration 0F: 2 clusters Score -2843122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2831590.000000 Penalty: 4802.874512
	Iteration 0F: 3 clusters Score -2831590 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2835201.000000 Penalty: 4802.874512
	Iteration 1F: 3 clusters Score -2835201 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2835615.750000 Penalty: 4802.874512
	Iteration 2F: 3 clusters Score -2835616 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2835952.000000 Penalty: 4802.874512
	Iteration 3F: 3 clusters Score -2835952 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2836272.500000 Penalty: 4802.874512
	Iteration 4Q: 3 clusters Score -2836272 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2836624.750000 Penalty: 4802.874512
	Iteration 5Q: 3 clusters Score -2836625 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2836958.750000 Penalty: 4802.874512
	Iteration 6Q: 3 clusters Score -2836959 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2837335.500000 Penalty: 4802.874512
	Iteration 7Q: 3 clusters Score -2837336 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2837774.750000 Penalty: 4802.874512
	Iteration 8Q: 3 clusters Score -2837775 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2838265.750000 Penalty: 4802.874512
	Iteration 9Q: 3 clusters Score -2838266 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2838839.000000 Penalty: 4802.874512
	Iteration 10F: 3 clusters Score -2838839 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2839427.750000 Penalty: 4802.874512
	Iteration 11F: 3 clusters Score -2839428 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2839951.750000 Penalty: 4802.874512
	Iteration 12Q: 3 clusters Score -2839952 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2840373.000000 Penalty: 4802.874512
	Iteration 13Q: 3 clusters Score -2840373 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2840692.750000 Penalty: 4802.874512
	Iteration 14Q: 3 clusters Score -2840693 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2840922.750000 Penalty: 4802.874512
	Iteration 15Q: 3 clusters Score -2840923 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2841104.500000 Penalty: 4802.874512
	Iteration 16Q: 3 clusters Score -2841104 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2841209.250000 Penalty: 4802.874512
	Iteration 17Q: 3 clusters Score -2841209 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2841298.250000 Penalty: 4802.874512
	Iteration 18Q: 3 clusters Score -2841298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2841368.500000 Penalty: 4802.874512
	Iteration 19Q: 3 clusters Score -2841368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2841412.000000 Penalty: 4802.874512
	Iteration 20F: 3 clusters Score -2841412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2841457.500000 Penalty: 4802.874512
	Iteration 21Q: 3 clusters Score -2841458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2841472.250000 Penalty: 4802.874512
	Iteration 22Q: 3 clusters Score -2841472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2841496.250000 Penalty: 4802.874512
	Iteration 23Q: 3 clusters Score -2841496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2841510.250000 Penalty: 4802.874512
	Iteration 24Q: 3 clusters Score -2841510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2841520.750000 Penalty: 4802.874512
	Iteration 25Q: 3 clusters Score -2841521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2841526.750000 Penalty: 4802.874512
	Iteration 26Q: 3 clusters Score -2841527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2841522.500000 Penalty: 4802.874512
	Iteration 27Q: 3 clusters Score -2841522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2841522.500000 Penalty: 4802.874512
	Iteration 28Q: 3 clusters Score -2841522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2841522.500000 Penalty: 4802.874512
	Iteration 29F: 3 clusters Score -2841522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46277.222656 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46277.22 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47053.601562 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -47053.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47405.011719 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -47405.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47665.699219 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -47665.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47871.347656 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -47871.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48067.250000 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -48067.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48111.988281 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -48111.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48116.906250 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -48116.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48117.671875 Penalty: 3129.719482
	Iteration 8F: 3 clusters Score -48117.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48120.507812 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -48120.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48124.035156 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -48124.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48127.246094 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -48127.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48127.246094 Penalty: 3129.719482
	Iteration 12F: 3 clusters Score -48127.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22882 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 371 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58583 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50180 members 
Mstep: Class 20 contains 49330 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48260 members 
Mstep: Class 29 contains 50419 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44554 members 
Mstep: Class 32 contains 43905 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45417 members 
Mstep: Class 35 contains 45668 members 
Mstep: Class 36 contains 49397 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 179 members 
Entering Unmasked Estep 
Score: -196410176.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196411504.000000 to -196410176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -1235675.875000 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -1235676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1229930.375000 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -1229930 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1231494.875000 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -1231495 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1231862.375000 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -1231862 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1232164.500000 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -1232164 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1232372.250000 Penalty: 4395.300293
	Iteration 4Q: 3 clusters Score -1232372 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1232523.375000 Penalty: 4395.300293
	Iteration 5Q: 3 clusters Score -1232523 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1232643.625000 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -1232644 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1232754.000000 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -1232754 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1232837.375000 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -1232837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1232886.125000 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -1232886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1232914.125000 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -1232914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1232946.500000 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -1232946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1232974.500000 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -1232974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1233004.500000 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -1233004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1233032.750000 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -1233033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1233057.000000 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -1233057 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1233083.750000 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -1233084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1233107.375000 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -1233107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1233131.875000 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -1233132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1233160.375000 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -1233160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1233188.750000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -1233189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1233212.500000 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -1233212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1233229.125000 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -1233229 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1233246.625000 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -1233247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1233261.625000 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -1233262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1233281.375000 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -1233281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1233299.375000 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -1233299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1233316.875000 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -1233317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1233335.250000 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -1233335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1233350.750000 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -1233351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1233365.000000 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -1233365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1233381.500000 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -1233382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1233406.000000 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -1233406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1233426.125000 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -1233426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1233442.375000 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -1233442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1233463.375000 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -1233463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1233495.375000 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -1233495 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1233528.625000 Penalty: 4395.300293
	Iteration 37Q: 3 clusters Score -1233529 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1233578.250000 Penalty: 4395.300293
	Iteration 38Q: 3 clusters Score -1233578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1233649.625000 Penalty: 4395.300293
	Iteration 39Q: 3 clusters Score -1233650 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1233717.875000 Penalty: 4395.300293
	Iteration 40F: 3 clusters Score -1233718 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1233789.375000 Penalty: 4395.300293
	Iteration 41Q: 3 clusters Score -1233789 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1233850.500000 Penalty: 4395.300293
	Iteration 42Q: 3 clusters Score -1233850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1233900.000000 Penalty: 4395.300293
	Iteration 43Q: 3 clusters Score -1233900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1233949.250000 Penalty: 4395.300293
	Iteration 44Q: 3 clusters Score -1233949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1234002.875000 Penalty: 4395.300293
	Iteration 45Q: 3 clusters Score -1234003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1234039.750000 Penalty: 4395.300293
	Iteration 46Q: 3 clusters Score -1234040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1234080.250000 Penalty: 4395.300293
	Iteration 47Q: 3 clusters Score -1234080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1234111.875000 Penalty: 4395.300293
	Iteration 48Q: 3 clusters Score -1234112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1234141.125000 Penalty: 4395.300293
	Iteration 49Q: 3 clusters Score -1234141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1234172.750000 Penalty: 4395.300293
	Iteration 50Q: 3 clusters Score -1234173 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1234207.625000 Penalty: 4395.300293
	Iteration 51Q: 3 clusters Score -1234208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1234228.250000 Penalty: 4395.300293
	Iteration 52Q: 3 clusters Score -1234228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1234249.875000 Penalty: 4395.300293
	Iteration 53Q: 3 clusters Score -1234250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1234275.375000 Penalty: 4395.300293
	Iteration 54Q: 3 clusters Score -1234275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1234287.625000 Penalty: 4395.300293
	Iteration 55Q: 3 clusters Score -1234288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1234300.000000 Penalty: 4395.300293
	Iteration 56Q: 3 clusters Score -1234300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1234320.250000 Penalty: 4395.300293
	Iteration 57Q: 3 clusters Score -1234320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1234327.000000 Penalty: 4395.300293
	Iteration 58Q: 3 clusters Score -1234327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1234329.875000 Penalty: 4395.300293
	Iteration 59Q: 3 clusters Score -1234330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1234339.000000 Penalty: 4395.300293
	Iteration 60F: 3 clusters Score -1234339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1234348.750000 Penalty: 4395.300293
	Iteration 61Q: 3 clusters Score -1234349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1234358.750000 Penalty: 4395.300293
	Iteration 62Q: 3 clusters Score -1234359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1234364.875000 Penalty: 4395.300293
	Iteration 63Q: 3 clusters Score -1234365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1234377.375000 Penalty: 4395.300293
	Iteration 64Q: 3 clusters Score -1234377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1234383.250000 Penalty: 4395.300293
	Iteration 65Q: 3 clusters Score -1234383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1234388.625000 Penalty: 4395.300293
	Iteration 66Q: 3 clusters Score -1234389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1234400.625000 Penalty: 4395.300293
	Iteration 67Q: 3 clusters Score -1234401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1234403.125000 Penalty: 4395.300293
	Iteration 68Q: 3 clusters Score -1234403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1234410.625000 Penalty: 4395.300293
	Iteration 69Q: 3 clusters Score -1234411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1234416.875000 Penalty: 4395.300293
	Iteration 70Q: 3 clusters Score -1234417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1234425.375000 Penalty: 4395.300293
	Iteration 71Q: 3 clusters Score -1234425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1234430.875000 Penalty: 4395.300293
	Iteration 72Q: 3 clusters Score -1234431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1234435.000000 Penalty: 4395.300293
	Iteration 73Q: 3 clusters Score -1234435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1234441.125000 Penalty: 4395.300293
	Iteration 74Q: 3 clusters Score -1234441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1234448.750000 Penalty: 4395.300293
	Iteration 75Q: 3 clusters Score -1234449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1234455.000000 Penalty: 4395.300293
	Iteration 76Q: 3 clusters Score -1234455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1234458.125000 Penalty: 4395.300293
	Iteration 77Q: 3 clusters Score -1234458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1234461.875000 Penalty: 4395.300293
	Iteration 78Q: 3 clusters Score -1234462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1234463.750000 Penalty: 4395.300293
	Iteration 79Q: 3 clusters Score -1234464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1234464.500000 Penalty: 4395.300293
	Iteration 80F: 3 clusters Score -1234464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1234467.000000 Penalty: 4395.300293
	Iteration 81Q: 3 clusters Score -1234467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1234470.875000 Penalty: 4395.300293
	Iteration 82Q: 3 clusters Score -1234471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1234472.250000 Penalty: 4395.300293
	Iteration 83Q: 3 clusters Score -1234472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1234474.250000 Penalty: 4395.300293
	Iteration 84Q: 3 clusters Score -1234474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1234480.625000 Penalty: 4395.300293
	Iteration 85Q: 3 clusters Score -1234481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1234484.125000 Penalty: 4395.300293
	Iteration 86Q: 3 clusters Score -1234484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1234488.625000 Penalty: 4395.300293
	Iteration 87Q: 3 clusters Score -1234489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1234495.250000 Penalty: 4395.300293
	Iteration 88Q: 3 clusters Score -1234495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1234504.500000 Penalty: 4395.300293
	Iteration 89Q: 3 clusters Score -1234504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1234514.125000 Penalty: 4395.300293
	Iteration 90Q: 3 clusters Score -1234514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1234521.250000 Penalty: 4395.300293
	Iteration 91Q: 3 clusters Score -1234521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1234522.375000 Penalty: 4395.300293
	Iteration 92Q: 3 clusters Score -1234522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1234525.250000 Penalty: 4395.300293
	Iteration 93Q: 3 clusters Score -1234525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1234526.250000 Penalty: 4395.300293
	Iteration 94Q: 3 clusters Score -1234526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1234525.250000 Penalty: 4395.300293
	Iteration 95Q: 3 clusters Score -1234525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1234525.375000 Penalty: 4395.300293
	Iteration 96Q: 3 clusters Score -1234525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1234525.625000 Penalty: 4395.300293
	Iteration 97Q: 3 clusters Score -1234526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1234525.625000 Penalty: 4395.300293
	Iteration 98F: 3 clusters Score -1234526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Entering Unmasked Estep 
Score: -9242933.000000 Penalty: 2688.949219
	Iteration 0F: 2 clusters Score -9242933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -9212218.000000 Penalty: 5377.898438
	Iteration 0F: 3 clusters Score -9212218 nChanged 23604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -9225314.000000 Penalty: 5377.898438
	Iteration 1F: 3 clusters Score -9225314 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -9225811.000000 Penalty: 5377.898438
	Iteration 2Q: 3 clusters Score -9225811 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -9226268.000000 Penalty: 5377.898438
	Iteration 3Q: 3 clusters Score -9226268 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -9226717.000000 Penalty: 5377.898438
	Iteration 4Q: 3 clusters Score -9226717 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -9227299.000000 Penalty: 5377.898438
	Iteration 5Q: 3 clusters Score -9227299 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -9227946.000000 Penalty: 5377.898438
	Iteration 6Q: 3 clusters Score -9227946 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -9228902.000000 Penalty: 5377.898438
	Iteration 7Q: 3 clusters Score -9228902 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -9230191.000000 Penalty: 5377.898438
	Iteration 8Q: 3 clusters Score -9230191 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -9231923.000000 Penalty: 5377.898438
	Iteration 9F: 3 clusters Score -9231923 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -9234012.000000 Penalty: 5377.898438
	Iteration 10F: 3 clusters Score -9234012 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -9236029.000000 Penalty: 5377.898438
	Iteration 11F: 3 clusters Score -9236029 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -9237377.000000 Penalty: 5377.898438
	Iteration 12Q: 3 clusters Score -9237377 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -9238145.000000 Penalty: 5377.898438
	Iteration 13Q: 3 clusters Score -9238145 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -9238649.000000 Penalty: 5377.898438
	Iteration 14Q: 3 clusters Score -9238649 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -9239008.000000 Penalty: 5377.898438
	Iteration 15Q: 3 clusters Score -9239008 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -9239319.000000 Penalty: 5377.898438
	Iteration 16Q: 3 clusters Score -9239319 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -9239639.000000 Penalty: 5377.898438
	Iteration 17Q: 3 clusters Score -9239639 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -9239871.000000 Penalty: 5377.898438
	Iteration 18Q: 3 clusters Score -9239871 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -9240080.000000 Penalty: 5377.898438
	Iteration 19Q: 3 clusters Score -9240080 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -9240252.000000 Penalty: 5377.898438
	Iteration 20F: 3 clusters Score -9240252 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9240420.000000 Penalty: 5377.898438
	Iteration 21Q: 3 clusters Score -9240420 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -9240567.000000 Penalty: 5377.898438
	Iteration 22Q: 3 clusters Score -9240567 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -9240606.000000 Penalty: 5377.898438
	Iteration 23Q: 3 clusters Score -9240606 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -9240677.000000 Penalty: 5377.898438
	Iteration 24Q: 3 clusters Score -9240677 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -9240703.000000 Penalty: 5377.898438
	Iteration 25Q: 3 clusters Score -9240703 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9240738.000000 Penalty: 5377.898438
	Iteration 26Q: 3 clusters Score -9240738 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -9240705.000000 Penalty: 5377.898438
	Iteration 27Q: 3 clusters Score -9240705 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -9240706.000000 Penalty: 5377.898438
	Iteration 28Q: 3 clusters Score -9240706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -9240696.000000 Penalty: 5377.898438
	Iteration 29Q: 3 clusters Score -9240696 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9240695.000000 Penalty: 5377.898438
	Iteration 30Q: 3 clusters Score -9240695 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -9240718.000000 Penalty: 5377.898438
	Iteration 31Q: 3 clusters Score -9240718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -9240735.000000 Penalty: 5377.898438
	Iteration 32Q: 3 clusters Score -9240735 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -9240723.000000 Penalty: 5377.898438
	Iteration 33Q: 3 clusters Score -9240723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9240746.000000 Penalty: 5377.898438
	Iteration 34Q: 3 clusters Score -9240746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -9240728.000000 Penalty: 5377.898438
	Iteration 35Q: 3 clusters Score -9240728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -9240753.000000 Penalty: 5377.898438
	Iteration 36Q: 3 clusters Score -9240753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -9240768.000000 Penalty: 5377.898438
	Iteration 37Q: 3 clusters Score -9240768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -9240761.000000 Penalty: 5377.898438
	Iteration 38Q: 3 clusters Score -9240761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -9240762.000000 Penalty: 5377.898438
	Iteration 39Q: 3 clusters Score -9240762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -9240772.000000 Penalty: 5377.898438
	Iteration 40F: 3 clusters Score -9240772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -9240786.000000 Penalty: 5377.898438
	Iteration 41Q: 3 clusters Score -9240786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -9240773.000000 Penalty: 5377.898438
	Iteration 42Q: 3 clusters Score -9240773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -9240788.000000 Penalty: 5377.898438
	Iteration 43Q: 3 clusters Score -9240788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -9240818.000000 Penalty: 5377.898438
	Iteration 44Q: 3 clusters Score -9240818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -9240811.000000 Penalty: 5377.898438
	Iteration 45Q: 3 clusters Score -9240811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -9240836.000000 Penalty: 5377.898438
	Iteration 46Q: 3 clusters Score -9240836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9240835.000000 Penalty: 5377.898438
	Iteration 47Q: 3 clusters Score -9240835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -9240841.000000 Penalty: 5377.898438
	Iteration 48Q: 3 clusters Score -9240841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -9240843.000000 Penalty: 5377.898438
	Iteration 49Q: 3 clusters Score -9240843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -9240860.000000 Penalty: 5377.898438
	Iteration 50Q: 3 clusters Score -9240860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -9240850.000000 Penalty: 5377.898438
	Iteration 51Q: 3 clusters Score -9240850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9240849.000000 Penalty: 5377.898438
	Iteration 52Q: 3 clusters Score -9240849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -9240853.000000 Penalty: 5377.898438
	Iteration 53Q: 3 clusters Score -9240853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -9240847.000000 Penalty: 5377.898438
	Iteration 54Q: 3 clusters Score -9240847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9240855.000000 Penalty: 5377.898438
	Iteration 55Q: 3 clusters Score -9240855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -9240848.000000 Penalty: 5377.898438
	Iteration 56Q: 3 clusters Score -9240848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -9240853.000000 Penalty: 5377.898438
	Iteration 57Q: 3 clusters Score -9240853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -9240844.000000 Penalty: 5377.898438
	Iteration 58Q: 3 clusters Score -9240844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -9240845.000000 Penalty: 5377.898438
	Iteration 59Q: 3 clusters Score -9240845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -9240846.000000 Penalty: 5377.898438
	Iteration 60F: 3 clusters Score -9240846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -141611.765625 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -141611.8 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 412 members 
Entering Unmasked Estep 
Score: -139885.156250 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -139885.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -140504.921875 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -140504.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -140821.296875 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -140821.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -141028.828125 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -141028.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -141112.937500 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -141112.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -141172.546875 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -141172.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -141193.500000 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -141193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -141199.937500 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -141199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -141202.062500 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -141202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141208.906250 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -141208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -141212.203125 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -141212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -141214.921875 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -141214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -141214.921875 Penalty: 3338.584961
	Iteration 12F: 3 clusters Score -141214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Entering Unmasked Estep 
Score: -3009416.250000 Penalty: 2417.316162
	Iteration 0F: 2 clusters Score -3009416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2997214.750000 Penalty: 4834.632324
	Iteration 0F: 3 clusters Score -2997215 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3001233.750000 Penalty: 4834.632324
	Iteration 1F: 3 clusters Score -3001234 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3001781.250000 Penalty: 4834.632324
	Iteration 2F: 3 clusters Score -3001781 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3002311.500000 Penalty: 4834.632324
	Iteration 3F: 3 clusters Score -3002312 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3002817.750000 Penalty: 4834.632324
	Iteration 4F: 3 clusters Score -3002818 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3003275.250000 Penalty: 4834.632324
	Iteration 5F: 3 clusters Score -3003275 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3003775.750000 Penalty: 4834.632324
	Iteration 6Q: 3 clusters Score -3003776 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3004291.250000 Penalty: 4834.632324
	Iteration 7Q: 3 clusters Score -3004291 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3004843.750000 Penalty: 4834.632324
	Iteration 8Q: 3 clusters Score -3004844 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3005395.250000 Penalty: 4834.632324
	Iteration 9Q: 3 clusters Score -3005395 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3006020.500000 Penalty: 4834.632324
	Iteration 10Q: 3 clusters Score -3006020 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3006650.500000 Penalty: 4834.632324
	Iteration 11Q: 3 clusters Score -3006650 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3007108.250000 Penalty: 4834.632324
	Iteration 12Q: 3 clusters Score -3007108 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3007416.250000 Penalty: 4834.632324
	Iteration 13Q: 3 clusters Score -3007416 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3007611.750000 Penalty: 4834.632324
	Iteration 14Q: 3 clusters Score -3007612 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3007753.750000 Penalty: 4834.632324
	Iteration 15Q: 3 clusters Score -3007754 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3007884.000000 Penalty: 4834.632324
	Iteration 16Q: 3 clusters Score -3007884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3007995.750000 Penalty: 4834.632324
	Iteration 17Q: 3 clusters Score -3007996 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3008079.500000 Penalty: 4834.632324
	Iteration 18Q: 3 clusters Score -3008080 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3008188.250000 Penalty: 4834.632324
	Iteration 19Q: 3 clusters Score -3008188 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3008340.750000 Penalty: 4834.632324
	Iteration 20F: 3 clusters Score -3008341 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3008508.500000 Penalty: 4834.632324
	Iteration 21Q: 3 clusters Score -3008508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3008637.750000 Penalty: 4834.632324
	Iteration 22Q: 3 clusters Score -3008638 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3008738.000000 Penalty: 4834.632324
	Iteration 23Q: 3 clusters Score -3008738 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3008792.750000 Penalty: 4834.632324
	Iteration 24Q: 3 clusters Score -3008793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3008827.250000 Penalty: 4834.632324
	Iteration 25Q: 3 clusters Score -3008827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3008844.750000 Penalty: 4834.632324
	Iteration 26Q: 3 clusters Score -3008845 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3008859.250000 Penalty: 4834.632324
	Iteration 27Q: 3 clusters Score -3008859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3008866.500000 Penalty: 4834.632324
	Iteration 28Q: 3 clusters Score -3008866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3008875.500000 Penalty: 4834.632324
	Iteration 29Q: 3 clusters Score -3008876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3008875.750000 Penalty: 4834.632324
	Iteration 30Q: 3 clusters Score -3008876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3008883.000000 Penalty: 4834.632324
	Iteration 31Q: 3 clusters Score -3008883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3008884.750000 Penalty: 4834.632324
	Iteration 32Q: 3 clusters Score -3008885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3008887.000000 Penalty: 4834.632324
	Iteration 33Q: 3 clusters Score -3008887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3008882.500000 Penalty: 4834.632324
	Iteration 34Q: 3 clusters Score -3008882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3008883.500000 Penalty: 4834.632324
	Iteration 35Q: 3 clusters Score -3008884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3008877.750000 Penalty: 4834.632324
	Iteration 36Q: 3 clusters Score -3008878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3008879.000000 Penalty: 4834.632324
	Iteration 37Q: 3 clusters Score -3008879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3008877.500000 Penalty: 4834.632324
	Iteration 38Q: 3 clusters Score -3008878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3008875.250000 Penalty: 4834.632324
	Iteration 39Q: 3 clusters Score -3008875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3008875.250000 Penalty: 4834.632324
	Iteration 40F: 3 clusters Score -3008875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Entering Unmasked Estep 
Score: -7548674.000000 Penalty: 2642.152832
	Iteration 0F: 2 clusters Score -7548674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -7520235.000000 Penalty: 5284.305664
	Iteration 0F: 3 clusters Score -7520235 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -7531190.500000 Penalty: 5284.305664
	Iteration 1F: 3 clusters Score -7531190 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -7532003.500000 Penalty: 5284.305664
	Iteration 2Q: 3 clusters Score -7532004 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -7532863.500000 Penalty: 5284.305664
	Iteration 3F: 3 clusters Score -7532864 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -7534143.000000 Penalty: 5284.305664
	Iteration 4F: 3 clusters Score -7534143 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -7536126.500000 Penalty: 5284.305664
	Iteration 5F: 3 clusters Score -7536126 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -7538773.000000 Penalty: 5284.305664
	Iteration 6F: 3 clusters Score -7538773 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -7541531.500000 Penalty: 5284.305664
	Iteration 7F: 3 clusters Score -7541532 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -7543658.500000 Penalty: 5284.305664
	Iteration 8F: 3 clusters Score -7543658 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -7545107.000000 Penalty: 5284.305664
	Iteration 9Q: 3 clusters Score -7545107 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -7545963.000000 Penalty: 5284.305664
	Iteration 10Q: 3 clusters Score -7545963 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -7546338.000000 Penalty: 5284.305664
	Iteration 11Q: 3 clusters Score -7546338 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7546526.500000 Penalty: 5284.305664
	Iteration 12Q: 3 clusters Score -7546526 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -7546622.000000 Penalty: 5284.305664
	Iteration 13Q: 3 clusters Score -7546622 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -7546693.000000 Penalty: 5284.305664
	Iteration 14Q: 3 clusters Score -7546693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -7546730.000000 Penalty: 5284.305664
	Iteration 15Q: 3 clusters Score -7546730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -7546776.500000 Penalty: 5284.305664
	Iteration 16Q: 3 clusters Score -7546776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -7546807.000000 Penalty: 5284.305664
	Iteration 17Q: 3 clusters Score -7546807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -7546819.500000 Penalty: 5284.305664
	Iteration 18Q: 3 clusters Score -7546820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -7546834.500000 Penalty: 5284.305664
	Iteration 19Q: 3 clusters Score -7546834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -7546847.000000 Penalty: 5284.305664
	Iteration 20F: 3 clusters Score -7546847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7546865.500000 Penalty: 5284.305664
	Iteration 21Q: 3 clusters Score -7546866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -7546867.000000 Penalty: 5284.305664
	Iteration 22Q: 3 clusters Score -7546867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7546880.000000 Penalty: 5284.305664
	Iteration 23Q: 3 clusters Score -7546880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7546875.500000 Penalty: 5284.305664
	Iteration 24Q: 3 clusters Score -7546876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -7546870.500000 Penalty: 5284.305664
	Iteration 25Q: 3 clusters Score -7546870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -7546877.000000 Penalty: 5284.305664
	Iteration 26Q: 3 clusters Score -7546877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -7546879.000000 Penalty: 5284.305664
	Iteration 27Q: 3 clusters Score -7546879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7546887.500000 Penalty: 5284.305664
	Iteration 28Q: 3 clusters Score -7546888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -7546882.500000 Penalty: 5284.305664
	Iteration 29Q: 3 clusters Score -7546882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7546892.000000 Penalty: 5284.305664
	Iteration 30Q: 3 clusters Score -7546892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -7546885.000000 Penalty: 5284.305664
	Iteration 31Q: 3 clusters Score -7546885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7546888.500000 Penalty: 5284.305664
	Iteration 32Q: 3 clusters Score -7546888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7546880.500000 Penalty: 5284.305664
	Iteration 33Q: 3 clusters Score -7546880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7546883.500000 Penalty: 5284.305664
	Iteration 34Q: 3 clusters Score -7546884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -7546887.500000 Penalty: 5284.305664
	Iteration 35Q: 3 clusters Score -7546888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -7546887.500000 Penalty: 5284.305664
	Iteration 36F: 3 clusters Score -7546888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Entering Unmasked Estep 
Score: -10549574.000000 Penalty: 2722.593506
	Iteration 0F: 2 clusters Score -1.054957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -10518785.000000 Penalty: 5445.187012
	Iteration 0F: 3 clusters Score -1.051878e+07 nChanged 27020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -10533823.000000 Penalty: 5445.187012
	Iteration 1F: 3 clusters Score -1.053382e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -10534380.000000 Penalty: 5445.187012
	Iteration 2Q: 3 clusters Score -1.053438e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -10535077.000000 Penalty: 5445.187012
	Iteration 3Q: 3 clusters Score -1.053508e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -10535984.000000 Penalty: 5445.187012
	Iteration 4Q: 3 clusters Score -1.053598e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -10537278.000000 Penalty: 5445.187012
	Iteration 5F: 3 clusters Score -1.053728e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -10539516.000000 Penalty: 5445.187012
	Iteration 6F: 3 clusters Score -1.053952e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -10542157.000000 Penalty: 5445.187012
	Iteration 7F: 3 clusters Score -1.054216e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -10544068.000000 Penalty: 5445.187012
	Iteration 8F: 3 clusters Score -1.054407e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -10545188.000000 Penalty: 5445.187012
	Iteration 9F: 3 clusters Score -1.054519e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10545964.000000 Penalty: 5445.187012
	Iteration 10Q: 3 clusters Score -1.054596e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -10546494.000000 Penalty: 5445.187012
	Iteration 11Q: 3 clusters Score -1.054649e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10546772.000000 Penalty: 5445.187012
	Iteration 12Q: 3 clusters Score -1.054677e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10546969.000000 Penalty: 5445.187012
	Iteration 13Q: 3 clusters Score -1.054697e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10547079.000000 Penalty: 5445.187012
	Iteration 14Q: 3 clusters Score -1.054708e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10547138.000000 Penalty: 5445.187012
	Iteration 15Q: 3 clusters Score -1.054714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10547186.000000 Penalty: 5445.187012
	Iteration 16Q: 3 clusters Score -1.054719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10547221.000000 Penalty: 5445.187012
	Iteration 17Q: 3 clusters Score -1.054722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10547259.000000 Penalty: 5445.187012
	Iteration 18Q: 3 clusters Score -1.054726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10547267.000000 Penalty: 5445.187012
	Iteration 19Q: 3 clusters Score -1.054727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10547266.000000 Penalty: 5445.187012
	Iteration 20F: 3 clusters Score -1.054727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10547280.000000 Penalty: 5445.187012
	Iteration 21Q: 3 clusters Score -1.054728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10547298.000000 Penalty: 5445.187012
	Iteration 22Q: 3 clusters Score -1.05473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10547303.000000 Penalty: 5445.187012
	Iteration 23Q: 3 clusters Score -1.05473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10547299.000000 Penalty: 5445.187012
	Iteration 24Q: 3 clusters Score -1.05473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10547298.000000 Penalty: 5445.187012
	Iteration 25Q: 3 clusters Score -1.05473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10547305.000000 Penalty: 5445.187012
	Iteration 26Q: 3 clusters Score -1.05473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10547295.000000 Penalty: 5445.187012
	Iteration 27Q: 3 clusters Score -1.05473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10547312.000000 Penalty: 5445.187012
	Iteration 28Q: 3 clusters Score -1.054731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10547311.000000 Penalty: 5445.187012
	Iteration 29Q: 3 clusters Score -1.054731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10547323.000000 Penalty: 5445.187012
	Iteration 30Q: 3 clusters Score -1.054732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10547322.000000 Penalty: 5445.187012
	Iteration 31Q: 3 clusters Score -1.054732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10547316.000000 Penalty: 5445.187012
	Iteration 32Q: 3 clusters Score -1.054732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10547322.000000 Penalty: 5445.187012
	Iteration 33Q: 3 clusters Score -1.054732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10547330.000000 Penalty: 5445.187012
	Iteration 34Q: 3 clusters Score -1.054733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10547329.000000 Penalty: 5445.187012
	Iteration 35Q: 3 clusters Score -1.054733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10547332.000000 Penalty: 5445.187012
	Iteration 36Q: 3 clusters Score -1.054733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10547337.000000 Penalty: 5445.187012
	Iteration 37Q: 3 clusters Score -1.054734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10547335.000000 Penalty: 5445.187012
	Iteration 38Q: 3 clusters Score -1.054734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10547343.000000 Penalty: 5445.187012
	Iteration 39Q: 3 clusters Score -1.054734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10547343.000000 Penalty: 5445.187012
	Iteration 40F: 3 clusters Score -1.054734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10547348.000000 Penalty: 5445.187012
	Iteration 41Q: 3 clusters Score -1.054735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10547351.000000 Penalty: 5445.187012
	Iteration 42Q: 3 clusters Score -1.054735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10547349.000000 Penalty: 5445.187012
	Iteration 43Q: 3 clusters Score -1.054735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10547353.000000 Penalty: 5445.187012
	Iteration 44Q: 3 clusters Score -1.054735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10547352.000000 Penalty: 5445.187012
	Iteration 45Q: 3 clusters Score -1.054735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10547357.000000 Penalty: 5445.187012
	Iteration 46Q: 3 clusters Score -1.054736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10547355.000000 Penalty: 5445.187012
	Iteration 47Q: 3 clusters Score -1.054736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10547355.000000 Penalty: 5445.187012
	Iteration 48F: 3 clusters Score -1.054736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Entering Unmasked Estep 
Score: -769160.250000 Penalty: 2075.263184
	Iteration 0F: 2 clusters Score -769160.2 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 2127 members 
Entering Unmasked Estep 
Score: -765013.687500 Penalty: 4150.526367
	Iteration 0F: 3 clusters Score -765013.7 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -765893.375000 Penalty: 4150.526367
	Iteration 1F: 3 clusters Score -765893.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -766097.625000 Penalty: 4150.526367
	Iteration 2F: 3 clusters Score -766097.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -766212.375000 Penalty: 4150.526367
	Iteration 3Q: 3 clusters Score -766212.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -766290.937500 Penalty: 4150.526367
	Iteration 4Q: 3 clusters Score -766290.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -766344.187500 Penalty: 4150.526367
	Iteration 5Q: 3 clusters Score -766344.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -766379.250000 Penalty: 4150.526367
	Iteration 6Q: 3 clusters Score -766379.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -766407.125000 Penalty: 4150.526367
	Iteration 7Q: 3 clusters Score -766407.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -766432.375000 Penalty: 4150.526367
	Iteration 8Q: 3 clusters Score -766432.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -766461.500000 Penalty: 4150.526367
	Iteration 9Q: 3 clusters Score -766461.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -766482.875000 Penalty: 4150.526367
	Iteration 10Q: 3 clusters Score -766482.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -766502.000000 Penalty: 4150.526367
	Iteration 11Q: 3 clusters Score -766502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -766513.562500 Penalty: 4150.526367
	Iteration 12Q: 3 clusters Score -766513.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -766517.500000 Penalty: 4150.526367
	Iteration 13Q: 3 clusters Score -766517.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -766524.562500 Penalty: 4150.526367
	Iteration 14Q: 3 clusters Score -766524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -766532.375000 Penalty: 4150.526367
	Iteration 15Q: 3 clusters Score -766532.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -766541.250000 Penalty: 4150.526367
	Iteration 16Q: 3 clusters Score -766541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -766547.750000 Penalty: 4150.526367
	Iteration 17Q: 3 clusters Score -766547.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -766555.562500 Penalty: 4150.526367
	Iteration 18Q: 3 clusters Score -766555.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -766560.750000 Penalty: 4150.526367
	Iteration 19Q: 3 clusters Score -766560.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -766565.750000 Penalty: 4150.526367
	Iteration 20F: 3 clusters Score -766565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -766567.250000 Penalty: 4150.526367
	Iteration 21Q: 3 clusters Score -766567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -766569.062500 Penalty: 4150.526367
	Iteration 22Q: 3 clusters Score -766569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -766571.812500 Penalty: 4150.526367
	Iteration 23Q: 3 clusters Score -766571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -766574.375000 Penalty: 4150.526367
	Iteration 24Q: 3 clusters Score -766574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -766579.750000 Penalty: 4150.526367
	Iteration 25Q: 3 clusters Score -766579.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -766582.812500 Penalty: 4150.526367
	Iteration 26Q: 3 clusters Score -766582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -766587.625000 Penalty: 4150.526367
	Iteration 27Q: 3 clusters Score -766587.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -766587.125000 Penalty: 4150.526367
	Iteration 28Q: 3 clusters Score -766587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -766588.562500 Penalty: 4150.526367
	Iteration 29Q: 3 clusters Score -766588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -766589.937500 Penalty: 4150.526367
	Iteration 30Q: 3 clusters Score -766589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -766592.500000 Penalty: 4150.526367
	Iteration 31Q: 3 clusters Score -766592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -766594.562500 Penalty: 4150.526367
	Iteration 32Q: 3 clusters Score -766594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -766594.312500 Penalty: 4150.526367
	Iteration 33Q: 3 clusters Score -766594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -766594.875000 Penalty: 4150.526367
	Iteration 34Q: 3 clusters Score -766594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -766596.000000 Penalty: 4150.526367
	Iteration 35Q: 3 clusters Score -766596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -766598.187500 Penalty: 4150.526367
	Iteration 36Q: 3 clusters Score -766598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -766597.562500 Penalty: 4150.526367
	Iteration 37Q: 3 clusters Score -766597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -766599.812500 Penalty: 4150.526367
	Iteration 38Q: 3 clusters Score -766599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -766599.437500 Penalty: 4150.526367
	Iteration 39Q: 3 clusters Score -766599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -766603.187500 Penalty: 4150.526367
	Iteration 40F: 3 clusters Score -766603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -766604.500000 Penalty: 4150.526367
	Iteration 41Q: 3 clusters Score -766604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -766605.187500 Penalty: 4150.526367
	Iteration 42Q: 3 clusters Score -766605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -766606.000000 Penalty: 4150.526367
	Iteration 43Q: 3 clusters Score -766606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -766608.437500 Penalty: 4150.526367
	Iteration 44Q: 3 clusters Score -766608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -766610.125000 Penalty: 4150.526367
	Iteration 45Q: 3 clusters Score -766610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -766613.562500 Penalty: 4150.526367
	Iteration 46Q: 3 clusters Score -766613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -766615.500000 Penalty: 4150.526367
	Iteration 47Q: 3 clusters Score -766615.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -766620.625000 Penalty: 4150.526367
	Iteration 48Q: 3 clusters Score -766620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -766624.562500 Penalty: 4150.526367
	Iteration 49Q: 3 clusters Score -766624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -766629.375000 Penalty: 4150.526367
	Iteration 50Q: 3 clusters Score -766629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -766637.750000 Penalty: 4150.526367
	Iteration 51Q: 3 clusters Score -766637.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -766640.875000 Penalty: 4150.526367
	Iteration 52Q: 3 clusters Score -766640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -766644.000000 Penalty: 4150.526367
	Iteration 53Q: 3 clusters Score -766644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -766647.562500 Penalty: 4150.526367
	Iteration 54Q: 3 clusters Score -766647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -766654.500000 Penalty: 4150.526367
	Iteration 55Q: 3 clusters Score -766654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -766661.250000 Penalty: 4150.526367
	Iteration 56Q: 3 clusters Score -766661.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -766669.812500 Penalty: 4150.526367
	Iteration 57Q: 3 clusters Score -766669.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -766679.187500 Penalty: 4150.526367
	Iteration 58Q: 3 clusters Score -766679.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -766690.937500 Penalty: 4150.526367
	Iteration 59Q: 3 clusters Score -766690.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -766698.562500 Penalty: 4150.526367
	Iteration 60F: 3 clusters Score -766698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -766706.062500 Penalty: 4150.526367
	Iteration 61Q: 3 clusters Score -766706.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -766710.687500 Penalty: 4150.526367
	Iteration 62Q: 3 clusters Score -766710.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -766717.812500 Penalty: 4150.526367
	Iteration 63Q: 3 clusters Score -766717.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -766722.187500 Penalty: 4150.526367
	Iteration 64Q: 3 clusters Score -766722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -766727.812500 Penalty: 4150.526367
	Iteration 65Q: 3 clusters Score -766727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -766734.000000 Penalty: 4150.526367
	Iteration 66Q: 3 clusters Score -766734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -766743.062500 Penalty: 4150.526367
	Iteration 67Q: 3 clusters Score -766743.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -766752.375000 Penalty: 4150.526367
	Iteration 68Q: 3 clusters Score -766752.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -766761.125000 Penalty: 4150.526367
	Iteration 69Q: 3 clusters Score -766761.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -766768.562500 Penalty: 4150.526367
	Iteration 70Q: 3 clusters Score -766768.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -766777.250000 Penalty: 4150.526367
	Iteration 71Q: 3 clusters Score -766777.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -766781.312500 Penalty: 4150.526367
	Iteration 72Q: 3 clusters Score -766781.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -766790.062500 Penalty: 4150.526367
	Iteration 73Q: 3 clusters Score -766790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -766795.562500 Penalty: 4150.526367
	Iteration 74Q: 3 clusters Score -766795.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -766801.750000 Penalty: 4150.526367
	Iteration 75Q: 3 clusters Score -766801.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -766808.000000 Penalty: 4150.526367
	Iteration 76Q: 3 clusters Score -766808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -766810.875000 Penalty: 4150.526367
	Iteration 77Q: 3 clusters Score -766810.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -766813.312500 Penalty: 4150.526367
	Iteration 78Q: 3 clusters Score -766813.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -766818.812500 Penalty: 4150.526367
	Iteration 79Q: 3 clusters Score -766818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -766822.000000 Penalty: 4150.526367
	Iteration 80F: 3 clusters Score -766822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -766825.062500 Penalty: 4150.526367
	Iteration 81Q: 3 clusters Score -766825.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -766831.750000 Penalty: 4150.526367
	Iteration 82Q: 3 clusters Score -766831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -766836.812500 Penalty: 4150.526367
	Iteration 83Q: 3 clusters Score -766836.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -766841.187500 Penalty: 4150.526367
	Iteration 84Q: 3 clusters Score -766841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -766853.125000 Penalty: 4150.526367
	Iteration 85Q: 3 clusters Score -766853.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -766862.062500 Penalty: 4150.526367
	Iteration 86Q: 3 clusters Score -766862.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -766872.625000 Penalty: 4150.526367
	Iteration 87Q: 3 clusters Score -766872.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -766884.750000 Penalty: 4150.526367
	Iteration 88Q: 3 clusters Score -766884.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -766892.875000 Penalty: 4150.526367
	Iteration 89Q: 3 clusters Score -766892.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -766899.437500 Penalty: 4150.526367
	Iteration 90Q: 3 clusters Score -766899.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -766909.000000 Penalty: 4150.526367
	Iteration 91Q: 3 clusters Score -766909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -766919.687500 Penalty: 4150.526367
	Iteration 92Q: 3 clusters Score -766919.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -766933.687500 Penalty: 4150.526367
	Iteration 93Q: 3 clusters Score -766933.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -766953.375000 Penalty: 4150.526367
	Iteration 94Q: 3 clusters Score -766953.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -766975.062500 Penalty: 4150.526367
	Iteration 95Q: 3 clusters Score -766975.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -766996.562500 Penalty: 4150.526367
	Iteration 96Q: 3 clusters Score -766996.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -767017.062500 Penalty: 4150.526367
	Iteration 97Q: 3 clusters Score -767017.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -767029.875000 Penalty: 4150.526367
	Iteration 98Q: 3 clusters Score -767029.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -767049.125000 Penalty: 4150.526367
	Iteration 99Q: 3 clusters Score -767049.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -767068.312500 Penalty: 4150.526367
	Iteration 100F: 3 clusters Score -767068.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -767091.250000 Penalty: 4150.526367
	Iteration 101Q: 3 clusters Score -767091.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -767113.312500 Penalty: 4150.526367
	Iteration 102Q: 3 clusters Score -767113.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -767125.375000 Penalty: 4150.526367
	Iteration 103Q: 3 clusters Score -767125.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -767133.562500 Penalty: 4150.526367
	Iteration 104Q: 3 clusters Score -767133.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -767144.312500 Penalty: 4150.526367
	Iteration 105Q: 3 clusters Score -767144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -767155.812500 Penalty: 4150.526367
	Iteration 106Q: 3 clusters Score -767155.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -767165.937500 Penalty: 4150.526367
	Iteration 107Q: 3 clusters Score -767165.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -767179.750000 Penalty: 4150.526367
	Iteration 108Q: 3 clusters Score -767179.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -767188.937500 Penalty: 4150.526367
	Iteration 109Q: 3 clusters Score -767188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -767191.812500 Penalty: 4150.526367
	Iteration 110Q: 3 clusters Score -767191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -767193.062500 Penalty: 4150.526367
	Iteration 111Q: 3 clusters Score -767193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -767192.937500 Penalty: 4150.526367
	Iteration 112Q: 3 clusters Score -767192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -767194.812500 Penalty: 4150.526367
	Iteration 113Q: 3 clusters Score -767194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -767194.812500 Penalty: 4150.526367
	Iteration 114F: 3 clusters Score -767194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Entering Unmasked Estep 
Score: -9055617.000000 Penalty: 2684.196289
	Iteration 0F: 2 clusters Score -9055617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -9023874.000000 Penalty: 5368.392578
	Iteration 0F: 3 clusters Score -9023874 nChanged 23016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -9036566.000000 Penalty: 5368.392578
	Iteration 1F: 3 clusters Score -9036566 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -9037132.000000 Penalty: 5368.392578
	Iteration 2Q: 3 clusters Score -9037132 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -9037585.000000 Penalty: 5368.392578
	Iteration 3Q: 3 clusters Score -9037585 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -9038090.000000 Penalty: 5368.392578
	Iteration 4Q: 3 clusters Score -9038090 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -9038863.000000 Penalty: 5368.392578
	Iteration 5Q: 3 clusters Score -9038863 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -9040120.000000 Penalty: 5368.392578
	Iteration 6Q: 3 clusters Score -9040120 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -9041908.000000 Penalty: 5368.392578
	Iteration 7F: 3 clusters Score -9041908 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -9044517.000000 Penalty: 5368.392578
	Iteration 8F: 3 clusters Score -9044517 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -9047467.000000 Penalty: 5368.392578
	Iteration 9F: 3 clusters Score -9047467 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -9049964.000000 Penalty: 5368.392578
	Iteration 10F: 3 clusters Score -9049964 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -9051697.000000 Penalty: 5368.392578
	Iteration 11Q: 3 clusters Score -9051697 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -9052583.000000 Penalty: 5368.392578
	Iteration 12Q: 3 clusters Score -9052583 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -9052957.000000 Penalty: 5368.392578
	Iteration 13Q: 3 clusters Score -9052957 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -9053156.000000 Penalty: 5368.392578
	Iteration 14Q: 3 clusters Score -9053156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9053264.000000 Penalty: 5368.392578
	Iteration 15Q: 3 clusters Score -9053264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9053317.000000 Penalty: 5368.392578
	Iteration 16Q: 3 clusters Score -9053317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -9053369.000000 Penalty: 5368.392578
	Iteration 17Q: 3 clusters Score -9053369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -9053380.000000 Penalty: 5368.392578
	Iteration 18Q: 3 clusters Score -9053380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -9053391.000000 Penalty: 5368.392578
	Iteration 19Q: 3 clusters Score -9053391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -9053401.000000 Penalty: 5368.392578
	Iteration 20F: 3 clusters Score -9053401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -9053417.000000 Penalty: 5368.392578
	Iteration 21Q: 3 clusters Score -9053417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -9053418.000000 Penalty: 5368.392578
	Iteration 22Q: 3 clusters Score -9053418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -9053420.000000 Penalty: 5368.392578
	Iteration 23Q: 3 clusters Score -9053420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -9053419.000000 Penalty: 5368.392578
	Iteration 24Q: 3 clusters Score -9053419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -9053421.000000 Penalty: 5368.392578
	Iteration 25Q: 3 clusters Score -9053421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -9053415.000000 Penalty: 5368.392578
	Iteration 26Q: 3 clusters Score -9053415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -9053417.000000 Penalty: 5368.392578
	Iteration 27Q: 3 clusters Score -9053417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -9053417.000000 Penalty: 5368.392578
	Iteration 28F: 3 clusters Score -9053417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Entering Unmasked Estep 
Score: -8918133.000000 Penalty: 2679.959473
	Iteration 0F: 2 clusters Score -8918133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8887484.000000 Penalty: 5359.918945
	Iteration 0F: 3 clusters Score -8887484 nChanged 22600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -8899777.000000 Penalty: 5359.918945
	Iteration 1F: 3 clusters Score -8899777 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -8900278.000000 Penalty: 5359.918945
	Iteration 2Q: 3 clusters Score -8900278 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -8900763.000000 Penalty: 5359.918945
	Iteration 3Q: 3 clusters Score -8900763 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -8901227.000000 Penalty: 5359.918945
	Iteration 4Q: 3 clusters Score -8901227 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -8901650.000000 Penalty: 5359.918945
	Iteration 5Q: 3 clusters Score -8901650 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -8902095.000000 Penalty: 5359.918945
	Iteration 6Q: 3 clusters Score -8902095 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -8902500.000000 Penalty: 5359.918945
	Iteration 7Q: 3 clusters Score -8902500 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -8903006.000000 Penalty: 5359.918945
	Iteration 8Q: 3 clusters Score -8903006 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8903491.000000 Penalty: 5359.918945
	Iteration 9Q: 3 clusters Score -8903491 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8904171.000000 Penalty: 5359.918945
	Iteration 10Q: 3 clusters Score -8904171 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -8904906.000000 Penalty: 5359.918945
	Iteration 11Q: 3 clusters Score -8904906 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -8905836.000000 Penalty: 5359.918945
	Iteration 12Q: 3 clusters Score -8905836 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -8907086.000000 Penalty: 5359.918945
	Iteration 13Q: 3 clusters Score -8907086 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -8908572.000000 Penalty: 5359.918945
	Iteration 14Q: 3 clusters Score -8908572 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -8910177.000000 Penalty: 5359.918945
	Iteration 15Q: 3 clusters Score -8910177 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -8911694.000000 Penalty: 5359.918945
	Iteration 16Q: 3 clusters Score -8911694 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -8912812.000000 Penalty: 5359.918945
	Iteration 17Q: 3 clusters Score -8912812 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -8913551.000000 Penalty: 5359.918945
	Iteration 18Q: 3 clusters Score -8913551 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -8913971.000000 Penalty: 5359.918945
	Iteration 19Q: 3 clusters Score -8913971 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -8914225.000000 Penalty: 5359.918945
	Iteration 20F: 3 clusters Score -8914225 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -8914454.000000 Penalty: 5359.918945
	Iteration 21Q: 3 clusters Score -8914454 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -8914582.000000 Penalty: 5359.918945
	Iteration 22Q: 3 clusters Score -8914582 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -8914717.000000 Penalty: 5359.918945
	Iteration 23Q: 3 clusters Score -8914717 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -8914816.000000 Penalty: 5359.918945
	Iteration 24Q: 3 clusters Score -8914816 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -8914876.000000 Penalty: 5359.918945
	Iteration 25Q: 3 clusters Score -8914876 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -8914963.000000 Penalty: 5359.918945
	Iteration 26Q: 3 clusters Score -8914963 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -8914986.000000 Penalty: 5359.918945
	Iteration 27Q: 3 clusters Score -8914986 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -8915048.000000 Penalty: 5359.918945
	Iteration 28Q: 3 clusters Score -8915048 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -8915042.000000 Penalty: 5359.918945
	Iteration 29Q: 3 clusters Score -8915042 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -8915092.000000 Penalty: 5359.918945
	Iteration 30Q: 3 clusters Score -8915092 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -8915114.000000 Penalty: 5359.918945
	Iteration 31Q: 3 clusters Score -8915114 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -8915119.000000 Penalty: 5359.918945
	Iteration 32Q: 3 clusters Score -8915119 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -8915138.000000 Penalty: 5359.918945
	Iteration 33Q: 3 clusters Score -8915138 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -8915149.000000 Penalty: 5359.918945
	Iteration 34Q: 3 clusters Score -8915149 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -8915161.000000 Penalty: 5359.918945
	Iteration 35Q: 3 clusters Score -8915161 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -8915176.000000 Penalty: 5359.918945
	Iteration 36Q: 3 clusters Score -8915176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -8915195.000000 Penalty: 5359.918945
	Iteration 37Q: 3 clusters Score -8915195 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -8915200.000000 Penalty: 5359.918945
	Iteration 38Q: 3 clusters Score -8915200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -8915201.000000 Penalty: 5359.918945
	Iteration 39Q: 3 clusters Score -8915201 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -8915190.000000 Penalty: 5359.918945
	Iteration 40F: 3 clusters Score -8915190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -8915190.000000 Penalty: 5359.918945
	Iteration 41Q: 3 clusters Score -8915190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -8915207.000000 Penalty: 5359.918945
	Iteration 42Q: 3 clusters Score -8915207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -8915214.000000 Penalty: 5359.918945
	Iteration 43Q: 3 clusters Score -8915214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -8915209.000000 Penalty: 5359.918945
	Iteration 44Q: 3 clusters Score -8915209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -8915228.000000 Penalty: 5359.918945
	Iteration 45Q: 3 clusters Score -8915228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -8915236.000000 Penalty: 5359.918945
	Iteration 46Q: 3 clusters Score -8915236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -8915241.000000 Penalty: 5359.918945
	Iteration 47Q: 3 clusters Score -8915241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -8915252.000000 Penalty: 5359.918945
	Iteration 48Q: 3 clusters Score -8915252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -8915261.000000 Penalty: 5359.918945
	Iteration 49Q: 3 clusters Score -8915261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -8915273.000000 Penalty: 5359.918945
	Iteration 50Q: 3 clusters Score -8915273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -8915276.000000 Penalty: 5359.918945
	Iteration 51Q: 3 clusters Score -8915276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -8915271.000000 Penalty: 5359.918945
	Iteration 52Q: 3 clusters Score -8915271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -8915274.000000 Penalty: 5359.918945
	Iteration 53Q: 3 clusters Score -8915274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -8915274.000000 Penalty: 5359.918945
	Iteration 54Q: 3 clusters Score -8915274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -8915287.000000 Penalty: 5359.918945
	Iteration 55Q: 3 clusters Score -8915287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -8915277.000000 Penalty: 5359.918945
	Iteration 56Q: 3 clusters Score -8915277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8915293.000000 Penalty: 5359.918945
	Iteration 57Q: 3 clusters Score -8915293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -8915296.000000 Penalty: 5359.918945
	Iteration 58Q: 3 clusters Score -8915296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -8915298.000000 Penalty: 5359.918945
	Iteration 59Q: 3 clusters Score -8915298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -8915309.000000 Penalty: 5359.918945
	Iteration 60F: 3 clusters Score -8915309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -8915322.000000 Penalty: 5359.918945
	Iteration 61Q: 3 clusters Score -8915322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -8915324.000000 Penalty: 5359.918945
	Iteration 62Q: 3 clusters Score -8915324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -8915336.000000 Penalty: 5359.918945
	Iteration 63Q: 3 clusters Score -8915336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -8915348.000000 Penalty: 5359.918945
	Iteration 64Q: 3 clusters Score -8915348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -8915351.000000 Penalty: 5359.918945
	Iteration 65Q: 3 clusters Score -8915351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -8915345.000000 Penalty: 5359.918945
	Iteration 66Q: 3 clusters Score -8915345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -8915337.000000 Penalty: 5359.918945
	Iteration 67Q: 3 clusters Score -8915337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -8915341.000000 Penalty: 5359.918945
	Iteration 68Q: 3 clusters Score -8915341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -8915344.000000 Penalty: 5359.918945
	Iteration 69Q: 3 clusters Score -8915344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -8915341.000000 Penalty: 5359.918945
	Iteration 70Q: 3 clusters Score -8915341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -8915354.000000 Penalty: 5359.918945
	Iteration 71Q: 3 clusters Score -8915354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -8915359.000000 Penalty: 5359.918945
	Iteration 72Q: 3 clusters Score -8915359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -8915359.000000 Penalty: 5359.918945
	Iteration 73Q: 3 clusters Score -8915359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -8915367.000000 Penalty: 5359.918945
	Iteration 74Q: 3 clusters Score -8915367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -8915374.000000 Penalty: 5359.918945
	Iteration 75Q: 3 clusters Score -8915374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -8915363.000000 Penalty: 5359.918945
	Iteration 76Q: 3 clusters Score -8915363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -8915368.000000 Penalty: 5359.918945
	Iteration 77Q: 3 clusters Score -8915368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -8915359.000000 Penalty: 5359.918945
	Iteration 78Q: 3 clusters Score -8915359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -8915362.000000 Penalty: 5359.918945
	Iteration 79Q: 3 clusters Score -8915362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -8915368.000000 Penalty: 5359.918945
	Iteration 80F: 3 clusters Score -8915368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -8915370.000000 Penalty: 5359.918945
	Iteration 81Q: 3 clusters Score -8915370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -8915367.000000 Penalty: 5359.918945
	Iteration 82Q: 3 clusters Score -8915367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -8915371.000000 Penalty: 5359.918945
	Iteration 83Q: 3 clusters Score -8915371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -8915375.000000 Penalty: 5359.918945
	Iteration 84Q: 3 clusters Score -8915375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -8915354.000000 Penalty: 5359.918945
	Iteration 85Q: 3 clusters Score -8915354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -8915371.000000 Penalty: 5359.918945
	Iteration 86Q: 3 clusters Score -8915371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -8915368.000000 Penalty: 5359.918945
	Iteration 87Q: 3 clusters Score -8915368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -8915361.000000 Penalty: 5359.918945
	Iteration 88Q: 3 clusters Score -8915361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -8915363.000000 Penalty: 5359.918945
	Iteration 89Q: 3 clusters Score -8915363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -8915366.000000 Penalty: 5359.918945
	Iteration 90Q: 3 clusters Score -8915366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -8915363.000000 Penalty: 5359.918945
	Iteration 91Q: 3 clusters Score -8915363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -8915370.000000 Penalty: 5359.918945
	Iteration 92Q: 3 clusters Score -8915370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -8915377.000000 Penalty: 5359.918945
	Iteration 93Q: 3 clusters Score -8915377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8915391.000000 Penalty: 5359.918945
	Iteration 94Q: 3 clusters Score -8915391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -8915375.000000 Penalty: 5359.918945
	Iteration 95Q: 3 clusters Score -8915375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -8915380.000000 Penalty: 5359.918945
	Iteration 96Q: 3 clusters Score -8915380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -8915387.000000 Penalty: 5359.918945
	Iteration 97Q: 3 clusters Score -8915387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -8915393.000000 Penalty: 5359.918945
	Iteration 98Q: 3 clusters Score -8915393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -8915398.000000 Penalty: 5359.918945
	Iteration 99Q: 3 clusters Score -8915398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -8915406.000000 Penalty: 5359.918945
	Iteration 100F: 3 clusters Score -8915406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -8915404.000000 Penalty: 5359.918945
	Iteration 101Q: 3 clusters Score -8915404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -8915401.000000 Penalty: 5359.918945
	Iteration 102Q: 3 clusters Score -8915401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -8915409.000000 Penalty: 5359.918945
	Iteration 103Q: 3 clusters Score -8915409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -8915395.000000 Penalty: 5359.918945
	Iteration 104Q: 3 clusters Score -8915395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -8915401.000000 Penalty: 5359.918945
	Iteration 105Q: 3 clusters Score -8915401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -8915399.000000 Penalty: 5359.918945
	Iteration 106Q: 3 clusters Score -8915399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -8915403.000000 Penalty: 5359.918945
	Iteration 107Q: 3 clusters Score -8915403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -8915401.000000 Penalty: 5359.918945
	Iteration 108Q: 3 clusters Score -8915401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -8915400.000000 Penalty: 5359.918945
	Iteration 109Q: 3 clusters Score -8915400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -8915397.000000 Penalty: 5359.918945
	Iteration 110Q: 3 clusters Score -8915397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8915410.000000 Penalty: 5359.918945
	Iteration 111Q: 3 clusters Score -8915410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -8915405.000000 Penalty: 5359.918945
	Iteration 112Q: 3 clusters Score -8915405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -8915410.000000 Penalty: 5359.918945
	Iteration 113Q: 3 clusters Score -8915410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -8915400.000000 Penalty: 5359.918945
	Iteration 114Q: 3 clusters Score -8915400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -8915407.000000 Penalty: 5359.918945
	Iteration 115Q: 3 clusters Score -8915407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -8915416.000000 Penalty: 5359.918945
	Iteration 116Q: 3 clusters Score -8915416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -8915411.000000 Penalty: 5359.918945
	Iteration 117Q: 3 clusters Score -8915411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -8915404.000000 Penalty: 5359.918945
	Iteration 118Q: 3 clusters Score -8915404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -8915406.000000 Penalty: 5359.918945
	Iteration 119Q: 3 clusters Score -8915406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -8915402.000000 Penalty: 5359.918945
	Iteration 120F: 3 clusters Score -8915402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8915401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -8915396.000000 Penalty: 5359.918945
	Iteration 122Q: 3 clusters Score -8915396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -8915404.000000 Penalty: 5359.918945
	Iteration 123Q: 3 clusters Score -8915404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -8915413.000000 Penalty: 5359.918945
	Iteration 124Q: 3 clusters Score -8915413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -8915414.000000 Penalty: 5359.918945
	Iteration 125Q: 3 clusters Score -8915414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -8915415.000000 Penalty: 5359.918945
	Iteration 126Q: 3 clusters Score -8915415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -8915412.000000 Penalty: 5359.918945
	Iteration 127Q: 3 clusters Score -8915412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -8915415.000000 Penalty: 5359.918945
	Iteration 128Q: 3 clusters Score -8915415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -8915416.000000 Penalty: 5359.918945
	Iteration 129Q: 3 clusters Score -8915416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -8915413.000000 Penalty: 5359.918945
	Iteration 130Q: 3 clusters Score -8915413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -8915412.000000 Penalty: 5359.918945
	Iteration 131Q: 3 clusters Score -8915412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -8915412.000000 Penalty: 5359.918945
	Iteration 132Q: 3 clusters Score -8915412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -8915421.000000 Penalty: 5359.918945
	Iteration 133Q: 3 clusters Score -8915421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -8915419.000000 Penalty: 5359.918945
	Iteration 134Q: 3 clusters Score -8915419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -8915421.000000 Penalty: 5359.918945
	Iteration 135Q: 3 clusters Score -8915421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -8915421.000000 Penalty: 5359.918945
	Iteration 136Q: 3 clusters Score -8915421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -8915430.000000 Penalty: 5359.918945
	Iteration 137Q: 3 clusters Score -8915430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -8915433.000000 Penalty: 5359.918945
	Iteration 138Q: 3 clusters Score -8915433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -8915427.000000 Penalty: 5359.918945
	Iteration 139Q: 3 clusters Score -8915427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -8915439.000000 Penalty: 5359.918945
	Iteration 140F: 3 clusters Score -8915439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -8915433.000000 Penalty: 5359.918945
	Iteration 141Q: 3 clusters Score -8915433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -8915459.000000 Penalty: 5359.918945
	Iteration 142Q: 3 clusters Score -8915459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -8915448.000000 Penalty: 5359.918945
	Iteration 143Q: 3 clusters Score -8915448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -8915453.000000 Penalty: 5359.918945
	Iteration 144Q: 3 clusters Score -8915453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8915451.000000 Penalty: 5359.918945
	Iteration 145Q: 3 clusters Score -8915451 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8915451 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -8915452.000000 Penalty: 5359.918945
	Iteration 147Q: 3 clusters Score -8915452 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -8915453.000000 Penalty: 5359.918945
	Iteration 148Q: 3 clusters Score -8915453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -8915448.000000 Penalty: 5359.918945
	Iteration 149Q: 3 clusters Score -8915448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -8915442.000000 Penalty: 5359.918945
	Iteration 150Q: 3 clusters Score -8915442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
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Entering Unmasked Estep 
Score: -8915443.000000 Penalty: 5359.918945
	Iteration 151Q: 3 clusters Score -8915443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -8915454.000000 Penalty: 5359.918945
	Iteration 152Q: 3 clusters Score -8915454 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -8915466.000000 Penalty: 5359.918945
	Iteration 153Q: 3 clusters Score -8915466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
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Entering Unmasked Estep 
Score: -8915465.000000 Penalty: 5359.918945
	Iteration 154Q: 3 clusters Score -8915465 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -8915458.000000 Penalty: 5359.918945
	Iteration 155Q: 3 clusters Score -8915458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -8915450.000000 Penalty: 5359.918945
	Iteration 156Q: 3 clusters Score -8915450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8915458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -8915450.000000 Penalty: 5359.918945
	Iteration 158Q: 3 clusters Score -8915450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -8915445.000000 Penalty: 5359.918945
	Iteration 159Q: 3 clusters Score -8915445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8915446.000000 Penalty: 5359.918945
	Iteration 160F: 3 clusters Score -8915446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8915447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -8915451.000000 Penalty: 5359.918945
	Iteration 162Q: 3 clusters Score -8915451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -8915448.000000 Penalty: 5359.918945
	Iteration 163Q: 3 clusters Score -8915448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -8915476.000000 Penalty: 5359.918945
	Iteration 164Q: 3 clusters Score -8915476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -8915470.000000 Penalty: 5359.918945
	Iteration 165Q: 3 clusters Score -8915470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -8915459.000000 Penalty: 5359.918945
	Iteration 166Q: 3 clusters Score -8915459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8915459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -8915454.000000 Penalty: 5359.918945
	Iteration 168Q: 3 clusters Score -8915454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -8915457.000000 Penalty: 5359.918945
	Iteration 169Q: 3 clusters Score -8915457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -8915473.000000 Penalty: 5359.918945
	Iteration 170Q: 3 clusters Score -8915473 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -8915477.000000 Penalty: 5359.918945
	Iteration 171Q: 3 clusters Score -8915477 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -8915494.000000 Penalty: 5359.918945
	Iteration 172Q: 3 clusters Score -8915494 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -8915505.000000 Penalty: 5359.918945
	Iteration 173Q: 3 clusters Score -8915505 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -8915518.000000 Penalty: 5359.918945
	Iteration 174Q: 3 clusters Score -8915518 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -8915522.000000 Penalty: 5359.918945
	Iteration 175Q: 3 clusters Score -8915522 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8915521.000000 Penalty: 5359.918945
	Iteration 176Q: 3 clusters Score -8915521 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39620 members 
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Entering Unmasked Estep 
Score: -8915533.000000 Penalty: 5359.918945
	Iteration 177Q: 3 clusters Score -8915533 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39660 members 
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Entering Unmasked Estep 
Score: -8915525.000000 Penalty: 5359.918945
	Iteration 178Q: 3 clusters Score -8915525 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -8915509.000000 Penalty: 5359.918945
	Iteration 179Q: 3 clusters Score -8915509 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -8915507.000000 Penalty: 5359.918945
	Iteration 180F: 3 clusters Score -8915507 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -8915528.000000 Penalty: 5359.918945
	Iteration 181Q: 3 clusters Score -8915528 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39845 members 
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Entering Unmasked Estep 
Score: -8915544.000000 Penalty: 5359.918945
	Iteration 182Q: 3 clusters Score -8915544 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8915544 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -8915541.000000 Penalty: 5359.918945
	Iteration 184Q: 3 clusters Score -8915541 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -8915540.000000 Penalty: 5359.918945
	Iteration 185Q: 3 clusters Score -8915540 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -8915543.000000 Penalty: 5359.918945
	Iteration 186Q: 3 clusters Score -8915543 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -8915539.000000 Penalty: 5359.918945
	Iteration 187Q: 3 clusters Score -8915539 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8915557.000000 Penalty: 5359.918945
	Iteration 188Q: 3 clusters Score -8915557 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -8915553.000000 Penalty: 5359.918945
	Iteration 189Q: 3 clusters Score -8915553 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -8915547.000000 Penalty: 5359.918945
	Iteration 190Q: 3 clusters Score -8915547 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8915551.000000 Penalty: 5359.918945
	Iteration 191Q: 3 clusters Score -8915551 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -8915561.000000 Penalty: 5359.918945
	Iteration 192Q: 3 clusters Score -8915561 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40435 members 
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Entering Unmasked Estep 
Score: -8915556.000000 Penalty: 5359.918945
	Iteration 193Q: 3 clusters Score -8915556 nChanged 66
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Entering Unmasked Estep 
Score: -8915567.000000 Penalty: 5359.918945
	Iteration 194Q: 3 clusters Score -8915567 nChanged 67
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Mstep: Class 1 contains 40562 members 
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Entering Unmasked Estep 
Score: -8915576.000000 Penalty: 5359.918945
	Iteration 195Q: 3 clusters Score -8915576 nChanged 79
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Mstep: Class 1 contains 40639 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8915585 nChanged 76
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Entering Unmasked Estep 
Score: -8915605.000000 Penalty: 5359.918945
	Iteration 197Q: 3 clusters Score -8915605 nChanged 85
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Mstep: Class 1 contains 40800 members 
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Entering Unmasked Estep 
Score: -8915601.000000 Penalty: 5359.918945
	Iteration 198Q: 3 clusters Score -8915601 nChanged 86
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Mstep: Class 1 contains 40886 members 
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Entering Unmasked Estep 
Score: -8915606.000000 Penalty: 5359.918945
	Iteration 199Q: 3 clusters Score -8915606 nChanged 97
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Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -8915643.000000 Penalty: 5359.918945
	Iteration 200F: 3 clusters Score -8915643 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41056 members 
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Entering Unmasked Estep 
Score: -8915659.000000 Penalty: 5359.918945
	Iteration 201Q: 3 clusters Score -8915659 nChanged 104
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Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8915651 nChanged 103
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Mstep: Class 1 contains 41257 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8915655 nChanged 102
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Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8915656 nChanged 104
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Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8915662 nChanged 131
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Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -8915642.000000 Penalty: 5359.918945
	Iteration 206Q: 3 clusters Score -8915642 nChanged 143
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Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8915659 nChanged 112
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Mstep: Class 1 contains 41823 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8915682 nChanged 121
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8915680 nChanged 133
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8915725 nChanged 146
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Entering Unmasked Estep 
Score: -8915742.000000 Penalty: 5359.918945
	Iteration 211Q: 3 clusters Score -8915742 nChanged 143
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Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8915737 nChanged 133
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Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8915737 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -8915762.000000 Penalty: 5359.918945
	Iteration 214Q: 3 clusters Score -8915762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8915785 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -8915765.000000 Penalty: 5359.918945
	Iteration 216Q: 3 clusters Score -8915765 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -8915799.000000 Penalty: 5359.918945
	Iteration 217Q: 3 clusters Score -8915799 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -8915829.000000 Penalty: 5359.918945
	Iteration 218Q: 3 clusters Score -8915829 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8915819.000000 Penalty: 5359.918945
	Iteration 219Q: 3 clusters Score -8915819 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8915831.000000 Penalty: 5359.918945
	Iteration 220F: 3 clusters Score -8915831 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -8915837.000000 Penalty: 5359.918945
	Iteration 221Q: 3 clusters Score -8915837 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -8915851.000000 Penalty: 5359.918945
	Iteration 222Q: 3 clusters Score -8915851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8915840.000000 Penalty: 5359.918945
	Iteration 223Q: 3 clusters Score -8915840 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -8915850.000000 Penalty: 5359.918945
	Iteration 224Q: 3 clusters Score -8915850 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -8915852.000000 Penalty: 5359.918945
	Iteration 225Q: 3 clusters Score -8915852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -8915857.000000 Penalty: 5359.918945
	Iteration 226Q: 3 clusters Score -8915857 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -8915847.000000 Penalty: 5359.918945
	Iteration 227Q: 3 clusters Score -8915847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -8915868.000000 Penalty: 5359.918945
	Iteration 228Q: 3 clusters Score -8915868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -8915869.000000 Penalty: 5359.918945
	Iteration 229Q: 3 clusters Score -8915869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -8915873.000000 Penalty: 5359.918945
	Iteration 230Q: 3 clusters Score -8915873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -8915884.000000 Penalty: 5359.918945
	Iteration 231Q: 3 clusters Score -8915884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8915910.000000 Penalty: 5359.918945
	Iteration 232Q: 3 clusters Score -8915910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8915914.000000 Penalty: 5359.918945
	Iteration 233Q: 3 clusters Score -8915914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8915890.000000 Penalty: 5359.918945
	Iteration 234Q: 3 clusters Score -8915890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8915884.000000 Penalty: 5359.918945
	Iteration 235Q: 3 clusters Score -8915884 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8915898.000000 Penalty: 5359.918945
	Iteration 236Q: 3 clusters Score -8915898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -8915911.000000 Penalty: 5359.918945
	Iteration 237Q: 3 clusters Score -8915911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8915901.000000 Penalty: 5359.918945
	Iteration 238Q: 3 clusters Score -8915901 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8915937.000000 Penalty: 5359.918945
	Iteration 239Q: 3 clusters Score -8915937 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8915979.000000 Penalty: 5359.918945
	Iteration 240F: 3 clusters Score -8915979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8915979.000000 Penalty: 5359.918945
	Iteration 241Q: 3 clusters Score -8915979 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8916022.000000 Penalty: 5359.918945
	Iteration 242Q: 3 clusters Score -8916022 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8916040.000000 Penalty: 5359.918945
	Iteration 243Q: 3 clusters Score -8916040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8916041.000000 Penalty: 5359.918945
	Iteration 244Q: 3 clusters Score -8916041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8916066.000000 Penalty: 5359.918945
	Iteration 245Q: 3 clusters Score -8916066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8916085.000000 Penalty: 5359.918945
	Iteration 246Q: 3 clusters Score -8916085 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8916101.000000 Penalty: 5359.918945
	Iteration 247Q: 3 clusters Score -8916101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8916104.000000 Penalty: 5359.918945
	Iteration 248Q: 3 clusters Score -8916104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8916133.000000 Penalty: 5359.918945
	Iteration 249Q: 3 clusters Score -8916133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8916143.000000 Penalty: 5359.918945
	Iteration 250Q: 3 clusters Score -8916143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8916161.000000 Penalty: 5359.918945
	Iteration 251Q: 3 clusters Score -8916161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8916143.000000 Penalty: 5359.918945
	Iteration 252Q: 3 clusters Score -8916143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8916167.000000 Penalty: 5359.918945
	Iteration 253Q: 3 clusters Score -8916167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8916170.000000 Penalty: 5359.918945
	Iteration 254Q: 3 clusters Score -8916170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8916195.000000 Penalty: 5359.918945
	Iteration 255Q: 3 clusters Score -8916195 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8916200.000000 Penalty: 5359.918945
	Iteration 256Q: 3 clusters Score -8916200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8916195.000000 Penalty: 5359.918945
	Iteration 257Q: 3 clusters Score -8916195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8916200.000000 Penalty: 5359.918945
	Iteration 258Q: 3 clusters Score -8916200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8916197.000000 Penalty: 5359.918945
	Iteration 259Q: 3 clusters Score -8916197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8916197.000000 Penalty: 5359.918945
	Iteration 260F: 3 clusters Score -8916197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8916188.000000 Penalty: 5359.918945
	Iteration 261Q: 3 clusters Score -8916188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8916195.000000 Penalty: 5359.918945
	Iteration 262Q: 3 clusters Score -8916195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8916198.000000 Penalty: 5359.918945
	Iteration 263Q: 3 clusters Score -8916198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8916194.000000 Penalty: 5359.918945
	Iteration 264Q: 3 clusters Score -8916194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8916217.000000 Penalty: 5359.918945
	Iteration 265Q: 3 clusters Score -8916217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8916243.000000 Penalty: 5359.918945
	Iteration 266Q: 3 clusters Score -8916243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8916236.000000 Penalty: 5359.918945
	Iteration 267Q: 3 clusters Score -8916236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8916248.000000 Penalty: 5359.918945
	Iteration 268Q: 3 clusters Score -8916248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8916236.000000 Penalty: 5359.918945
	Iteration 269Q: 3 clusters Score -8916236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8916238.000000 Penalty: 5359.918945
	Iteration 270Q: 3 clusters Score -8916238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8916261.000000 Penalty: 5359.918945
	Iteration 271Q: 3 clusters Score -8916261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8916278.000000 Penalty: 5359.918945
	Iteration 272Q: 3 clusters Score -8916278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8916289.000000 Penalty: 5359.918945
	Iteration 273Q: 3 clusters Score -8916289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8916300.000000 Penalty: 5359.918945
	Iteration 274Q: 3 clusters Score -8916300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8916304.000000 Penalty: 5359.918945
	Iteration 275Q: 3 clusters Score -8916304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8916304.000000 Penalty: 5359.918945
	Iteration 276Q: 3 clusters Score -8916304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8916303.000000 Penalty: 5359.918945
	Iteration 277Q: 3 clusters Score -8916303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8916301.000000 Penalty: 5359.918945
	Iteration 278Q: 3 clusters Score -8916301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8916303.000000 Penalty: 5359.918945
	Iteration 279Q: 3 clusters Score -8916303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8916303.000000 Penalty: 5359.918945
	Iteration 280F: 3 clusters Score -8916303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8916308.000000 Penalty: 5359.918945
	Iteration 281Q: 3 clusters Score -8916308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8916299.000000 Penalty: 5359.918945
	Iteration 282Q: 3 clusters Score -8916299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8916305.000000 Penalty: 5359.918945
	Iteration 283Q: 3 clusters Score -8916305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8916313.000000 Penalty: 5359.918945
	Iteration 284Q: 3 clusters Score -8916313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8916302.000000 Penalty: 5359.918945
	Iteration 285Q: 3 clusters Score -8916302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8916301.000000 Penalty: 5359.918945
	Iteration 286Q: 3 clusters Score -8916301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8916301.000000 Penalty: 5359.918945
	Iteration 287Q: 3 clusters Score -8916301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8916308.000000 Penalty: 5359.918945
	Iteration 288Q: 3 clusters Score -8916308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8916305.000000 Penalty: 5359.918945
	Iteration 289Q: 3 clusters Score -8916305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8916306.000000 Penalty: 5359.918945
	Iteration 290Q: 3 clusters Score -8916306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8916308.000000 Penalty: 5359.918945
	Iteration 291Q: 3 clusters Score -8916308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8916303.000000 Penalty: 5359.918945
	Iteration 292Q: 3 clusters Score -8916303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8916302.000000 Penalty: 5359.918945
	Iteration 293Q: 3 clusters Score -8916302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8916305.000000 Penalty: 5359.918945
	Iteration 294Q: 3 clusters Score -8916305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8916305.000000 Penalty: 5359.918945
	Iteration 295Q: 3 clusters Score -8916305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8916312.000000 Penalty: 5359.918945
	Iteration 296Q: 3 clusters Score -8916312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8916313.000000 Penalty: 5359.918945
	Iteration 297Q: 3 clusters Score -8916313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8916314.000000 Penalty: 5359.918945
	Iteration 298Q: 3 clusters Score -8916314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8916316.000000 Penalty: 5359.918945
	Iteration 299Q: 3 clusters Score -8916316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8916311.000000 Penalty: 5359.918945
	Iteration 300F: 3 clusters Score -8916311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8916328.000000 Penalty: 5359.918945
	Iteration 301Q: 3 clusters Score -8916328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8916327.000000 Penalty: 5359.918945
	Iteration 302Q: 3 clusters Score -8916327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8916327.000000 Penalty: 5359.918945
	Iteration 303Q: 3 clusters Score -8916327 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8916327.000000 Penalty: 5359.918945
	Iteration 304F: 3 clusters Score -8916327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44433 members 
Entering Unmasked Estep 
Score: -8026074.000000 Penalty: 2654.030762
	Iteration 0F: 2 clusters Score -8026074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7997044.000000 Penalty: 5308.061523
	Iteration 0F: 3 clusters Score -7997044 nChanged 20502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -8008390.000000 Penalty: 5308.061523
	Iteration 1F: 3 clusters Score -8008390 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -8008831.000000 Penalty: 5308.061523
	Iteration 2Q: 3 clusters Score -8008831 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -8009370.000000 Penalty: 5308.061523
	Iteration 3Q: 3 clusters Score -8009370 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -8009880.500000 Penalty: 5308.061523
	Iteration 4Q: 3 clusters Score -8009880 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -8010564.000000 Penalty: 5308.061523
	Iteration 5Q: 3 clusters Score -8010564 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -8011578.000000 Penalty: 5308.061523
	Iteration 6Q: 3 clusters Score -8011578 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -8012998.500000 Penalty: 5308.061523
	Iteration 7F: 3 clusters Score -8012998 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -8015023.000000 Penalty: 5308.061523
	Iteration 8F: 3 clusters Score -8015023 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -8017298.500000 Penalty: 5308.061523
	Iteration 9F: 3 clusters Score -8017298 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -8019442.000000 Penalty: 5308.061523
	Iteration 10F: 3 clusters Score -8019442 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -8020969.500000 Penalty: 5308.061523
	Iteration 11Q: 3 clusters Score -8020970 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8022087.000000 Penalty: 5308.061523
	Iteration 12Q: 3 clusters Score -8022087 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8022721.000000 Penalty: 5308.061523
	Iteration 13Q: 3 clusters Score -8022721 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8023126.500000 Penalty: 5308.061523
	Iteration 14Q: 3 clusters Score -8023126 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8023407.500000 Penalty: 5308.061523
	Iteration 15Q: 3 clusters Score -8023408 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8023605.500000 Penalty: 5308.061523
	Iteration 16Q: 3 clusters Score -8023606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8023700.000000 Penalty: 5308.061523
	Iteration 17Q: 3 clusters Score -8023700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8023750.000000 Penalty: 5308.061523
	Iteration 18Q: 3 clusters Score -8023750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8023782.500000 Penalty: 5308.061523
	Iteration 19Q: 3 clusters Score -8023782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8023801.000000 Penalty: 5308.061523
	Iteration 20F: 3 clusters Score -8023801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8023825.000000 Penalty: 5308.061523
	Iteration 21Q: 3 clusters Score -8023825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8023829.000000 Penalty: 5308.061523
	Iteration 22Q: 3 clusters Score -8023829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8023836.500000 Penalty: 5308.061523
	Iteration 23Q: 3 clusters Score -8023836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8023845.500000 Penalty: 5308.061523
	Iteration 24Q: 3 clusters Score -8023846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8023855.500000 Penalty: 5308.061523
	Iteration 25Q: 3 clusters Score -8023856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8023858.500000 Penalty: 5308.061523
	Iteration 26Q: 3 clusters Score -8023858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8023866.500000 Penalty: 5308.061523
	Iteration 27Q: 3 clusters Score -8023866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8023871.500000 Penalty: 5308.061523
	Iteration 28Q: 3 clusters Score -8023872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8023877.000000 Penalty: 5308.061523
	Iteration 29Q: 3 clusters Score -8023877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8023877.000000 Penalty: 5308.061523
	Iteration 30F: 3 clusters Score -8023877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -262014.218750 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -262014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -259665.250000 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -259665.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -260108.531250 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -260108.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -260335.531250 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -260335.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -260481.500000 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -260481.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -260638.015625 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -260638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -260792.937500 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -260792.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -260932.687500 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -260932.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -261023.812500 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -261023.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -261091.578125 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -261091.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -261161.468750 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -261161.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -261268.687500 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -261268.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -261419.734375 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -261419.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -261477.593750 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -261477.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -261528.703125 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -261528.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -261576.937500 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -261576.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -261624.515625 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -261624.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -261679.421875 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -261679.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261704.734375 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -261704.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -261725.343750 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -261725.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261751.984375 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -261752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -261770.500000 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -261770.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -261780.250000 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -261780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261784.203125 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -261784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -261790.531250 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -261790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -261796.703125 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -261796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -261804.625000 Penalty: 3673.427246
	Iteration 25Q: 3 clusters Score -261804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261809.000000 Penalty: 3673.427246
	Iteration 26Q: 3 clusters Score -261809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261810.734375 Penalty: 3673.427246
	Iteration 27Q: 3 clusters Score -261810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -261815.546875 Penalty: 3673.427246
	Iteration 28Q: 3 clusters Score -261815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261817.312500 Penalty: 3673.427246
	Iteration 29Q: 3 clusters Score -261817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -261819.000000 Penalty: 3673.427246
	Iteration 30Q: 3 clusters Score -261819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -261819.625000 Penalty: 3673.427246
	Iteration 31Q: 3 clusters Score -261819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261819.828125 Penalty: 3673.427246
	Iteration 32Q: 3 clusters Score -261819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -261820.484375 Penalty: 3673.427246
	Iteration 33Q: 3 clusters Score -261820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -261820.484375 Penalty: 3673.427246
	Iteration 34F: 3 clusters Score -261820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Entering Unmasked Estep 
Score: -7950643.000000 Penalty: 2651.675781
	Iteration 0F: 2 clusters Score -7950643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -7921723.000000 Penalty: 5303.351562
	Iteration 0F: 3 clusters Score -7921723 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -7932760.500000 Penalty: 5303.351562
	Iteration 1F: 3 clusters Score -7932760 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -7933167.500000 Penalty: 5303.351562
	Iteration 2Q: 3 clusters Score -7933168 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -7933576.500000 Penalty: 5303.351562
	Iteration 3Q: 3 clusters Score -7933576 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7933920.000000 Penalty: 5303.351562
	Iteration 4Q: 3 clusters Score -7933920 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -7934255.000000 Penalty: 5303.351562
	Iteration 5Q: 3 clusters Score -7934255 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -7934558.500000 Penalty: 5303.351562
	Iteration 6Q: 3 clusters Score -7934558 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -7934946.000000 Penalty: 5303.351562
	Iteration 7Q: 3 clusters Score -7934946 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -7935493.000000 Penalty: 5303.351562
	Iteration 8Q: 3 clusters Score -7935493 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7936301.000000 Penalty: 5303.351562
	Iteration 9Q: 3 clusters Score -7936301 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -7937718.500000 Penalty: 5303.351562
	Iteration 10F: 3 clusters Score -7937718 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -7939757.500000 Penalty: 5303.351562
	Iteration 11F: 3 clusters Score -7939758 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7942232.000000 Penalty: 5303.351562
	Iteration 12F: 3 clusters Score -7942232 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -7944687.500000 Penalty: 5303.351562
	Iteration 13F: 3 clusters Score -7944688 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -7946320.000000 Penalty: 5303.351562
	Iteration 14Q: 3 clusters Score -7946320 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -7947289.500000 Penalty: 5303.351562
	Iteration 15Q: 3 clusters Score -7947290 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -7947753.000000 Penalty: 5303.351562
	Iteration 16Q: 3 clusters Score -7947753 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -7947983.000000 Penalty: 5303.351562
	Iteration 17Q: 3 clusters Score -7947983 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -7948077.000000 Penalty: 5303.351562
	Iteration 18Q: 3 clusters Score -7948077 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -7948140.500000 Penalty: 5303.351562
	Iteration 19Q: 3 clusters Score -7948140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -7948186.500000 Penalty: 5303.351562
	Iteration 20F: 3 clusters Score -7948186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -7948213.000000 Penalty: 5303.351562
	Iteration 21Q: 3 clusters Score -7948213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -7948240.000000 Penalty: 5303.351562
	Iteration 22Q: 3 clusters Score -7948240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -7948252.500000 Penalty: 5303.351562
	Iteration 23Q: 3 clusters Score -7948252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -7948255.500000 Penalty: 5303.351562
	Iteration 24Q: 3 clusters Score -7948256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -7948266.500000 Penalty: 5303.351562
	Iteration 25Q: 3 clusters Score -7948266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -7948272.000000 Penalty: 5303.351562
	Iteration 26Q: 3 clusters Score -7948272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -7948270.500000 Penalty: 5303.351562
	Iteration 27Q: 3 clusters Score -7948270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -7948276.500000 Penalty: 5303.351562
	Iteration 28Q: 3 clusters Score -7948276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -7948289.500000 Penalty: 5303.351562
	Iteration 29Q: 3 clusters Score -7948290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -7948291.500000 Penalty: 5303.351562
	Iteration 30Q: 3 clusters Score -7948292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -7948294.500000 Penalty: 5303.351562
	Iteration 31Q: 3 clusters Score -7948294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -7948293.000000 Penalty: 5303.351562
	Iteration 32Q: 3 clusters Score -7948293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -7948309.000000 Penalty: 5303.351562
	Iteration 33Q: 3 clusters Score -7948309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -7948300.500000 Penalty: 5303.351562
	Iteration 34Q: 3 clusters Score -7948300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -7948304.000000 Penalty: 5303.351562
	Iteration 35Q: 3 clusters Score -7948304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -7948304.000000 Penalty: 5303.351562
	Iteration 36F: 3 clusters Score -7948304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Entering Unmasked Estep 
Score: -1915636.500000 Penalty: 2304.076172
	Iteration 0F: 2 clusters Score -1915636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1907344.750000 Penalty: 4608.152344
	Iteration 0F: 3 clusters Score -1907345 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1909745.125000 Penalty: 4608.152344
	Iteration 1F: 3 clusters Score -1909745 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1910127.875000 Penalty: 4608.152344
	Iteration 2F: 3 clusters Score -1910128 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1910410.375000 Penalty: 4608.152344
	Iteration 3F: 3 clusters Score -1910410 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1910682.500000 Penalty: 4608.152344
	Iteration 4Q: 3 clusters Score -1910682 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1910965.375000 Penalty: 4608.152344
	Iteration 5Q: 3 clusters Score -1910965 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1911285.000000 Penalty: 4608.152344
	Iteration 6F: 3 clusters Score -1911285 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1911608.000000 Penalty: 4608.152344
	Iteration 7F: 3 clusters Score -1911608 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1911913.125000 Penalty: 4608.152344
	Iteration 8Q: 3 clusters Score -1911913 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1912184.375000 Penalty: 4608.152344
	Iteration 9Q: 3 clusters Score -1912184 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1912457.125000 Penalty: 4608.152344
	Iteration 10Q: 3 clusters Score -1912457 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1912680.750000 Penalty: 4608.152344
	Iteration 11Q: 3 clusters Score -1912681 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1912858.250000 Penalty: 4608.152344
	Iteration 12Q: 3 clusters Score -1912858 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1913049.375000 Penalty: 4608.152344
	Iteration 13Q: 3 clusters Score -1913049 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1913218.125000 Penalty: 4608.152344
	Iteration 14Q: 3 clusters Score -1913218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1913366.125000 Penalty: 4608.152344
	Iteration 15Q: 3 clusters Score -1913366 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1913461.250000 Penalty: 4608.152344
	Iteration 16Q: 3 clusters Score -1913461 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1913524.750000 Penalty: 4608.152344
	Iteration 17Q: 3 clusters Score -1913525 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1913570.125000 Penalty: 4608.152344
	Iteration 18Q: 3 clusters Score -1913570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1913615.000000 Penalty: 4608.152344
	Iteration 19Q: 3 clusters Score -1913615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1913636.250000 Penalty: 4608.152344
	Iteration 20F: 3 clusters Score -1913636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1913654.125000 Penalty: 4608.152344
	Iteration 21Q: 3 clusters Score -1913654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1913668.625000 Penalty: 4608.152344
	Iteration 22Q: 3 clusters Score -1913669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1913683.375000 Penalty: 4608.152344
	Iteration 23Q: 3 clusters Score -1913683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1913699.125000 Penalty: 4608.152344
	Iteration 24Q: 3 clusters Score -1913699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1913716.250000 Penalty: 4608.152344
	Iteration 25Q: 3 clusters Score -1913716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1913728.875000 Penalty: 4608.152344
	Iteration 26Q: 3 clusters Score -1913729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1913746.375000 Penalty: 4608.152344
	Iteration 27Q: 3 clusters Score -1913746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1913764.750000 Penalty: 4608.152344
	Iteration 28Q: 3 clusters Score -1913765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1913777.375000 Penalty: 4608.152344
	Iteration 29Q: 3 clusters Score -1913777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1913786.875000 Penalty: 4608.152344
	Iteration 30Q: 3 clusters Score -1913787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1913802.750000 Penalty: 4608.152344
	Iteration 31Q: 3 clusters Score -1913803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1913810.875000 Penalty: 4608.152344
	Iteration 32Q: 3 clusters Score -1913811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1913814.625000 Penalty: 4608.152344
	Iteration 33Q: 3 clusters Score -1913815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1913816.500000 Penalty: 4608.152344
	Iteration 34Q: 3 clusters Score -1913816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1913820.250000 Penalty: 4608.152344
	Iteration 35Q: 3 clusters Score -1913820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1913826.625000 Penalty: 4608.152344
	Iteration 36Q: 3 clusters Score -1913827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1913835.125000 Penalty: 4608.152344
	Iteration 37Q: 3 clusters Score -1913835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1913835.125000 Penalty: 4608.152344
	Iteration 38Q: 3 clusters Score -1913835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1913839.875000 Penalty: 4608.152344
	Iteration 39Q: 3 clusters Score -1913840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1913842.750000 Penalty: 4608.152344
	Iteration 40F: 3 clusters Score -1913843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1913842.125000 Penalty: 4608.152344
	Iteration 41Q: 3 clusters Score -1913842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1913842.125000 Penalty: 4608.152344
	Iteration 42F: 3 clusters Score -1913842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -404884.781250 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -404884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -401968.031250 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -401968 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -402596.968750 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -402597 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -402868.437500 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -402868.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -403100.781250 Penalty: 3867.252686
	Iteration 3F: 3 clusters Score -403100.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -403363.187500 Penalty: 3867.252686
	Iteration 4F: 3 clusters Score -403363.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -403641.031250 Penalty: 3867.252686
	Iteration 5F: 3 clusters Score -403641 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -403864.843750 Penalty: 3867.252686
	Iteration 6F: 3 clusters Score -403864.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -403999.125000 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -403999.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -404094.593750 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -404094.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -404137.218750 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -404137.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -404166.906250 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -404166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -404177.250000 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -404177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -404185.656250 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -404185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -404193.750000 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -404193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -404197.750000 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -404197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -404199.781250 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -404199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -404200.968750 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -404201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -404202.375000 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -404202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -404203.750000 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -404203.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -404203.750000 Penalty: 3867.252686
	Iteration 19F: 3 clusters Score -404203.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Entering Unmasked Estep 
Score: -2439469.250000 Penalty: 2374.613281
	Iteration 0F: 2 clusters Score -2439469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2429167.750000 Penalty: 4749.226562
	Iteration 0F: 3 clusters Score -2429168 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2432725.500000 Penalty: 4749.226562
	Iteration 1F: 3 clusters Score -2432726 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2433439.250000 Penalty: 4749.226562
	Iteration 2F: 3 clusters Score -2433439 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2434234.750000 Penalty: 4749.226562
	Iteration 3F: 3 clusters Score -2434235 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2435059.500000 Penalty: 4749.226562
	Iteration 4F: 3 clusters Score -2435060 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2435711.750000 Penalty: 4749.226562
	Iteration 5F: 3 clusters Score -2435712 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2436174.250000 Penalty: 4749.226562
	Iteration 6F: 3 clusters Score -2436174 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2436524.750000 Penalty: 4749.226562
	Iteration 7Q: 3 clusters Score -2436525 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2436777.000000 Penalty: 4749.226562
	Iteration 8Q: 3 clusters Score -2436777 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2436985.000000 Penalty: 4749.226562
	Iteration 9Q: 3 clusters Score -2436985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2437172.500000 Penalty: 4749.226562
	Iteration 10Q: 3 clusters Score -2437172 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2437329.500000 Penalty: 4749.226562
	Iteration 11Q: 3 clusters Score -2437330 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2437474.250000 Penalty: 4749.226562
	Iteration 12Q: 3 clusters Score -2437474 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2437608.500000 Penalty: 4749.226562
	Iteration 13Q: 3 clusters Score -2437608 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2437714.500000 Penalty: 4749.226562
	Iteration 14Q: 3 clusters Score -2437714 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2437835.000000 Penalty: 4749.226562
	Iteration 15Q: 3 clusters Score -2437835 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2437938.250000 Penalty: 4749.226562
	Iteration 16Q: 3 clusters Score -2437938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2438027.000000 Penalty: 4749.226562
	Iteration 17Q: 3 clusters Score -2438027 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2438112.250000 Penalty: 4749.226562
	Iteration 18Q: 3 clusters Score -2438112 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2438182.750000 Penalty: 4749.226562
	Iteration 19Q: 3 clusters Score -2438183 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2438235.000000 Penalty: 4749.226562
	Iteration 20F: 3 clusters Score -2438235 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2438282.000000 Penalty: 4749.226562
	Iteration 21Q: 3 clusters Score -2438282 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2438330.500000 Penalty: 4749.226562
	Iteration 22Q: 3 clusters Score -2438330 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2438402.250000 Penalty: 4749.226562
	Iteration 23Q: 3 clusters Score -2438402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2438451.500000 Penalty: 4749.226562
	Iteration 24Q: 3 clusters Score -2438452 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2438505.000000 Penalty: 4749.226562
	Iteration 25Q: 3 clusters Score -2438505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2438553.500000 Penalty: 4749.226562
	Iteration 26Q: 3 clusters Score -2438554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2438606.250000 Penalty: 4749.226562
	Iteration 27Q: 3 clusters Score -2438606 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2438645.500000 Penalty: 4749.226562
	Iteration 28Q: 3 clusters Score -2438646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2438690.500000 Penalty: 4749.226562
	Iteration 29Q: 3 clusters Score -2438690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2438723.250000 Penalty: 4749.226562
	Iteration 30Q: 3 clusters Score -2438723 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2438756.000000 Penalty: 4749.226562
	Iteration 31Q: 3 clusters Score -2438756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2438779.250000 Penalty: 4749.226562
	Iteration 32Q: 3 clusters Score -2438779 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2438809.250000 Penalty: 4749.226562
	Iteration 33Q: 3 clusters Score -2438809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2438844.750000 Penalty: 4749.226562
	Iteration 34Q: 3 clusters Score -2438845 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2438887.500000 Penalty: 4749.226562
	Iteration 35Q: 3 clusters Score -2438888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2438911.250000 Penalty: 4749.226562
	Iteration 36Q: 3 clusters Score -2438911 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2438948.000000 Penalty: 4749.226562
	Iteration 37Q: 3 clusters Score -2438948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2438975.000000 Penalty: 4749.226562
	Iteration 38Q: 3 clusters Score -2438975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2439008.250000 Penalty: 4749.226562
	Iteration 39Q: 3 clusters Score -2439008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2439043.750000 Penalty: 4749.226562
	Iteration 40F: 3 clusters Score -2439044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2439072.750000 Penalty: 4749.226562
	Iteration 41Q: 3 clusters Score -2439073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2439104.750000 Penalty: 4749.226562
	Iteration 42Q: 3 clusters Score -2439105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2439121.000000 Penalty: 4749.226562
	Iteration 43Q: 3 clusters Score -2439121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2439132.750000 Penalty: 4749.226562
	Iteration 44Q: 3 clusters Score -2439133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2439143.000000 Penalty: 4749.226562
	Iteration 45Q: 3 clusters Score -2439143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2439151.250000 Penalty: 4749.226562
	Iteration 46Q: 3 clusters Score -2439151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2439153.750000 Penalty: 4749.226562
	Iteration 47Q: 3 clusters Score -2439154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2439154.000000 Penalty: 4749.226562
	Iteration 48Q: 3 clusters Score -2439154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2439159.000000 Penalty: 4749.226562
	Iteration 49Q: 3 clusters Score -2439159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2439156.250000 Penalty: 4749.226562
	Iteration 50Q: 3 clusters Score -2439156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2439155.500000 Penalty: 4749.226562
	Iteration 51Q: 3 clusters Score -2439156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2439159.250000 Penalty: 4749.226562
	Iteration 52Q: 3 clusters Score -2439159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2439166.500000 Penalty: 4749.226562
	Iteration 53Q: 3 clusters Score -2439166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2439164.500000 Penalty: 4749.226562
	Iteration 54Q: 3 clusters Score -2439164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2439171.000000 Penalty: 4749.226562
	Iteration 55Q: 3 clusters Score -2439171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2439177.500000 Penalty: 4749.226562
	Iteration 56Q: 3 clusters Score -2439178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2439185.250000 Penalty: 4749.226562
	Iteration 57Q: 3 clusters Score -2439185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2439193.250000 Penalty: 4749.226562
	Iteration 58Q: 3 clusters Score -2439193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2439193.000000 Penalty: 4749.226562
	Iteration 59Q: 3 clusters Score -2439193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2439196.250000 Penalty: 4749.226562
	Iteration 60F: 3 clusters Score -2439196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2439202.500000 Penalty: 4749.226562
	Iteration 61Q: 3 clusters Score -2439202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2439214.500000 Penalty: 4749.226562
	Iteration 62Q: 3 clusters Score -2439214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2439214.000000 Penalty: 4749.226562
	Iteration 63Q: 3 clusters Score -2439214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2439222.750000 Penalty: 4749.226562
	Iteration 64Q: 3 clusters Score -2439223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2439231.750000 Penalty: 4749.226562
	Iteration 65Q: 3 clusters Score -2439232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2439241.500000 Penalty: 4749.226562
	Iteration 66Q: 3 clusters Score -2439242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2439243.500000 Penalty: 4749.226562
	Iteration 67Q: 3 clusters Score -2439244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2439273.750000 Penalty: 4749.226562
	Iteration 68Q: 3 clusters Score -2439274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2439305.250000 Penalty: 4749.226562
	Iteration 69Q: 3 clusters Score -2439305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2439411.250000 Penalty: 4749.226562
	Iteration 70Q: 3 clusters Score -2439411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2439542.250000 Penalty: 4749.226562
	Iteration 71Q: 3 clusters Score -2439542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2439626.250000 Penalty: 4749.226562
	Iteration 72Q: 3 clusters Score -2439626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2439654.500000 Penalty: 4749.226562
	Iteration 73Q: 3 clusters Score -2439654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2439667.750000 Penalty: 4749.226562
	Iteration 74Q: 3 clusters Score -2439668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2439672.500000 Penalty: 4749.226562
	Iteration 75Q: 3 clusters Score -2439672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2439671.750000 Penalty: 4749.226562
	Iteration 76Q: 3 clusters Score -2439672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2439674.750000 Penalty: 4749.226562
	Iteration 77Q: 3 clusters Score -2439675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2439674.000000 Penalty: 4749.226562
	Iteration 78Q: 3 clusters Score -2439674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2439674.000000 Penalty: 4749.226562
	Iteration 79F: 3 clusters Score -2439674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22882 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58583 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50180 members 
Mstep: Class 20 contains 49330 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48260 members 
Mstep: Class 29 contains 50419 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44554 members 
Mstep: Class 32 contains 43905 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45417 members 
Mstep: Class 35 contains 45668 members 
Mstep: Class 36 contains 49397 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 12123 members 
Entering Unmasked Estep 
Score: -196410416.000000 Penalty: 131281.953125
Splitting cluster 26 changes total score from -196411504.000000 to -196410416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117362.335938 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117362.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117970.703125 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117970.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118242.273438 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118242.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118403.500000 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -118403.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118522.289062 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -118522.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118635.046875 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -118635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118686.968750 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118727.593750 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -118727.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118757.875000 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -118757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118772.812500 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -118772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118779.289062 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -118779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118781.851562 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -118781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118787.367188 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -118787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -118797.210938 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -118797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118806.632812 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -118806.6 nChanged 2
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: -118812.000000 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -118812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118826.359375 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -118826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118836.546875 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -118836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118845.875000 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -118845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118851.593750 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -118851.6 nChanged 1
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: -118854.304688 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -118854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118864.984375 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -118865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118868.398438 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -118868.4 nChanged 2
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: -118868.875000 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -118868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118868.937500 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -118868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118868.937500 Penalty: 3419.756348
	Iteration 25F: 3 clusters Score -118868.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Entering Unmasked Estep 
Score: -8597346.000000 Penalty: 2674.520752
	Iteration 0F: 2 clusters Score -8597346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -8567052.000000 Penalty: 5349.041504
	Iteration 0F: 3 clusters Score -8567052 nChanged 22161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -8579208.000000 Penalty: 5349.041504
	Iteration 1F: 3 clusters Score -8579208 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -8579781.000000 Penalty: 5349.041504
	Iteration 2Q: 3 clusters Score -8579781 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -8580435.000000 Penalty: 5349.041504
	Iteration 3Q: 3 clusters Score -8580435 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -8581226.000000 Penalty: 5349.041504
	Iteration 4Q: 3 clusters Score -8581226 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -8582275.000000 Penalty: 5349.041504
	Iteration 5Q: 3 clusters Score -8582275 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -8583677.000000 Penalty: 5349.041504
	Iteration 6F: 3 clusters Score -8583677 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -8585487.000000 Penalty: 5349.041504
	Iteration 7F: 3 clusters Score -8585487 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -8587568.000000 Penalty: 5349.041504
	Iteration 8F: 3 clusters Score -8587568 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -8589805.000000 Penalty: 5349.041504
	Iteration 9F: 3 clusters Score -8589805 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8591532.000000 Penalty: 5349.041504
	Iteration 10F: 3 clusters Score -8591532 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8592725.000000 Penalty: 5349.041504
	Iteration 11Q: 3 clusters Score -8592725 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8593469.000000 Penalty: 5349.041504
	Iteration 12Q: 3 clusters Score -8593469 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8593973.000000 Penalty: 5349.041504
	Iteration 13Q: 3 clusters Score -8593973 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8594265.000000 Penalty: 5349.041504
	Iteration 14Q: 3 clusters Score -8594265 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8594469.000000 Penalty: 5349.041504
	Iteration 15Q: 3 clusters Score -8594469 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -8594623.000000 Penalty: 5349.041504
	Iteration 16Q: 3 clusters Score -8594623 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8594746.000000 Penalty: 5349.041504
	Iteration 17Q: 3 clusters Score -8594746 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -8594841.000000 Penalty: 5349.041504
	Iteration 18Q: 3 clusters Score -8594841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -8594906.000000 Penalty: 5349.041504
	Iteration 19Q: 3 clusters Score -8594906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -8594935.000000 Penalty: 5349.041504
	Iteration 20F: 3 clusters Score -8594935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -8595002.000000 Penalty: 5349.041504
	Iteration 21Q: 3 clusters Score -8595002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -8595037.000000 Penalty: 5349.041504
	Iteration 22Q: 3 clusters Score -8595037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -8595066.000000 Penalty: 5349.041504
	Iteration 23Q: 3 clusters Score -8595066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -8595081.000000 Penalty: 5349.041504
	Iteration 24Q: 3 clusters Score -8595081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -8595092.000000 Penalty: 5349.041504
	Iteration 25Q: 3 clusters Score -8595092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -8595100.000000 Penalty: 5349.041504
	Iteration 26Q: 3 clusters Score -8595100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -8595107.000000 Penalty: 5349.041504
	Iteration 27Q: 3 clusters Score -8595107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -8595127.000000 Penalty: 5349.041504
	Iteration 28Q: 3 clusters Score -8595127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -8595135.000000 Penalty: 5349.041504
	Iteration 29Q: 3 clusters Score -8595135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -8595131.000000 Penalty: 5349.041504
	Iteration 30Q: 3 clusters Score -8595131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -8595134.000000 Penalty: 5349.041504
	Iteration 31Q: 3 clusters Score -8595134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -8595140.000000 Penalty: 5349.041504
	Iteration 32Q: 3 clusters Score -8595140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -8595140.000000 Penalty: 5349.041504
	Iteration 33Q: 3 clusters Score -8595140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -8595144.000000 Penalty: 5349.041504
	Iteration 34Q: 3 clusters Score -8595144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8595146.000000 Penalty: 5349.041504
	Iteration 35Q: 3 clusters Score -8595146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8595149.000000 Penalty: 5349.041504
	Iteration 36Q: 3 clusters Score -8595149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8595149.000000 Penalty: 5349.041504
	Iteration 37F: 3 clusters Score -8595149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Entering Unmasked Estep 
Score: -9077122.000000 Penalty: 2685.374512
	Iteration 0F: 2 clusters Score -9077122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -9046153.000000 Penalty: 5370.749023
	Iteration 0F: 3 clusters Score -9046153 nChanged 23433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -9059710.000000 Penalty: 5370.749023
	Iteration 1F: 3 clusters Score -9059710 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -9060614.000000 Penalty: 5370.749023
	Iteration 2Q: 3 clusters Score -9060614 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -9062050.000000 Penalty: 5370.749023
	Iteration 3F: 3 clusters Score -9062050 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -9064221.000000 Penalty: 5370.749023
	Iteration 4F: 3 clusters Score -9064221 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -9067266.000000 Penalty: 5370.749023
	Iteration 5F: 3 clusters Score -9067266 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -9070362.000000 Penalty: 5370.749023
	Iteration 6F: 3 clusters Score -9070362 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -9072536.000000 Penalty: 5370.749023
	Iteration 7F: 3 clusters Score -9072536 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9073711.000000 Penalty: 5370.749023
	Iteration 8Q: 3 clusters Score -9073711 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9074261.000000 Penalty: 5370.749023
	Iteration 9Q: 3 clusters Score -9074261 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9074485.000000 Penalty: 5370.749023
	Iteration 10Q: 3 clusters Score -9074485 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9074614.000000 Penalty: 5370.749023
	Iteration 11Q: 3 clusters Score -9074614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9074661.000000 Penalty: 5370.749023
	Iteration 12Q: 3 clusters Score -9074661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9074710.000000 Penalty: 5370.749023
	Iteration 13Q: 3 clusters Score -9074710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9074744.000000 Penalty: 5370.749023
	Iteration 14Q: 3 clusters Score -9074744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9074746.000000 Penalty: 5370.749023
	Iteration 15Q: 3 clusters Score -9074746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9074747.000000 Penalty: 5370.749023
	Iteration 16Q: 3 clusters Score -9074747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9074751.000000 Penalty: 5370.749023
	Iteration 17Q: 3 clusters Score -9074751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9074750.000000 Penalty: 5370.749023
	Iteration 18Q: 3 clusters Score -9074750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9074756.000000 Penalty: 5370.749023
	Iteration 19Q: 3 clusters Score -9074756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9074760.000000 Penalty: 5370.749023
	Iteration 20F: 3 clusters Score -9074760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9074759.000000 Penalty: 5370.749023
	Iteration 21Q: 3 clusters Score -9074759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9074765.000000 Penalty: 5370.749023
	Iteration 22Q: 3 clusters Score -9074765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9074773.000000 Penalty: 5370.749023
	Iteration 23Q: 3 clusters Score -9074773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9074781.000000 Penalty: 5370.749023
	Iteration 24Q: 3 clusters Score -9074781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9074785.000000 Penalty: 5370.749023
	Iteration 25Q: 3 clusters Score -9074785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9074797.000000 Penalty: 5370.749023
	Iteration 26Q: 3 clusters Score -9074797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9074799.000000 Penalty: 5370.749023
	Iteration 27Q: 3 clusters Score -9074799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9074803.000000 Penalty: 5370.749023
	Iteration 28Q: 3 clusters Score -9074803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9074799.000000 Penalty: 5370.749023
	Iteration 29Q: 3 clusters Score -9074799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9074799.000000 Penalty: 5370.749023
	Iteration 30F: 3 clusters Score -9074799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -194487.593750 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -194487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -192411.375000 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -192411.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192853.390625 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -192853.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -193095.109375 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -193095.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -193266.031250 Penalty: 3499.435059
	Iteration 3F: 3 clusters Score -193266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -193431.093750 Penalty: 3499.435059
	Iteration 4F: 3 clusters Score -193431.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -193613.046875 Penalty: 3499.435059
	Iteration 5F: 3 clusters Score -193613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -193861.765625 Penalty: 3499.435059
	Iteration 6F: 3 clusters Score -193861.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -194092.968750 Penalty: 3499.435059
	Iteration 7F: 3 clusters Score -194093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -194289.171875 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -194289.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -194420.562500 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -194420.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -194609.687500 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -194609.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -194676.843750 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -194676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -194720.687500 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -194720.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -194815.609375 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -194815.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -194968.093750 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -194968.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -195216.218750 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -195216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195418.703125 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -195418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195467.921875 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -195467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195474.328125 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -195474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195474.328125 Penalty: 3499.435059
	Iteration 19F: 3 clusters Score -195474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22882 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58583 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50180 members 
Mstep: Class 20 contains 49330 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48260 members 
Mstep: Class 29 contains 50419 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 44554 members 
Mstep: Class 32 contains 43905 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45417 members 
Mstep: Class 35 contains 45668 members 
Mstep: Class 36 contains 49397 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 594 members 
Entering Unmasked Estep 
Score: -196410688.000000 Penalty: 131281.953125
Splitting cluster 30 changes total score from -196411504.000000 to -196410688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (44554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Entering Unmasked Estep 
Score: -7973005.000000 Penalty: 2654.705322
	Iteration 0F: 2 clusters Score -7973005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -7943930.000000 Penalty: 5309.410645
	Iteration 0F: 3 clusters Score -7943930 nChanged 20461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -7955377.000000 Penalty: 5309.410645
	Iteration 1F: 3 clusters Score -7955377 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -7956229.500000 Penalty: 5309.410645
	Iteration 2F: 3 clusters Score -7956230 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -7957457.500000 Penalty: 5309.410645
	Iteration 3F: 3 clusters Score -7957458 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -7959308.000000 Penalty: 5309.410645
	Iteration 4F: 3 clusters Score -7959308 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -7961886.500000 Penalty: 5309.410645
	Iteration 5F: 3 clusters Score -7961886 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -7964757.000000 Penalty: 5309.410645
	Iteration 6F: 3 clusters Score -7964757 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7967478.500000 Penalty: 5309.410645
	Iteration 7F: 3 clusters Score -7967478 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -7969324.500000 Penalty: 5309.410645
	Iteration 8Q: 3 clusters Score -7969324 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7970271.500000 Penalty: 5309.410645
	Iteration 9Q: 3 clusters Score -7970272 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7970772.000000 Penalty: 5309.410645
	Iteration 10Q: 3 clusters Score -7970772 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7970961.500000 Penalty: 5309.410645
	Iteration 11Q: 3 clusters Score -7970962 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7971067.000000 Penalty: 5309.410645
	Iteration 12Q: 3 clusters Score -7971067 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7971151.500000 Penalty: 5309.410645
	Iteration 13Q: 3 clusters Score -7971152 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7971186.000000 Penalty: 5309.410645
	Iteration 14Q: 3 clusters Score -7971186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7971214.000000 Penalty: 5309.410645
	Iteration 15Q: 3 clusters Score -7971214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7971247.000000 Penalty: 5309.410645
	Iteration 16Q: 3 clusters Score -7971247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7971257.000000 Penalty: 5309.410645
	Iteration 17Q: 3 clusters Score -7971257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7971241.000000 Penalty: 5309.410645
	Iteration 18Q: 3 clusters Score -7971241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7971275.500000 Penalty: 5309.410645
	Iteration 19Q: 3 clusters Score -7971276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7971270.500000 Penalty: 5309.410645
	Iteration 20F: 3 clusters Score -7971270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7971256.000000 Penalty: 5309.410645
	Iteration 21Q: 3 clusters Score -7971256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7971264.000000 Penalty: 5309.410645
	Iteration 22Q: 3 clusters Score -7971264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7971265.000000 Penalty: 5309.410645
	Iteration 23Q: 3 clusters Score -7971265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7971262.500000 Penalty: 5309.410645
	Iteration 24Q: 3 clusters Score -7971262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7971272.500000 Penalty: 5309.410645
	Iteration 25Q: 3 clusters Score -7971272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7971273.000000 Penalty: 5309.410645
	Iteration 26Q: 3 clusters Score -7971273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7971272.500000 Penalty: 5309.410645
	Iteration 27Q: 3 clusters Score -7971272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7971264.500000 Penalty: 5309.410645
	Iteration 28Q: 3 clusters Score -7971264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7971268.500000 Penalty: 5309.410645
	Iteration 29Q: 3 clusters Score -7971268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7971268.000000 Penalty: 5309.410645
	Iteration 30Q: 3 clusters Score -7971268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7971264.500000 Penalty: 5309.410645
	Iteration 31Q: 3 clusters Score -7971264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7971268.000000 Penalty: 5309.410645
	Iteration 32Q: 3 clusters Score -7971268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7971271.000000 Penalty: 5309.410645
	Iteration 33Q: 3 clusters Score -7971271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7971269.500000 Penalty: 5309.410645
	Iteration 34Q: 3 clusters Score -7971270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7971264.500000 Penalty: 5309.410645
	Iteration 35Q: 3 clusters Score -7971264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7971264.500000 Penalty: 5309.410645
	Iteration 36F: 3 clusters Score -7971264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Entering Unmasked Estep 
Score: -7915405.500000 Penalty: 2651.066162
	Iteration 0F: 2 clusters Score -7915406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -7886751.500000 Penalty: 5302.132324
	Iteration 0F: 3 clusters Score -7886752 nChanged 20113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -7897550.000000 Penalty: 5302.132324
	Iteration 1F: 3 clusters Score -7897550 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7897975.500000 Penalty: 5302.132324
	Iteration 2Q: 3 clusters Score -7897976 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -7898286.500000 Penalty: 5302.132324
	Iteration 3Q: 3 clusters Score -7898286 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -7898626.500000 Penalty: 5302.132324
	Iteration 4Q: 3 clusters Score -7898626 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -7898992.500000 Penalty: 5302.132324
	Iteration 5Q: 3 clusters Score -7898992 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -7899363.000000 Penalty: 5302.132324
	Iteration 6Q: 3 clusters Score -7899363 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -7899892.500000 Penalty: 5302.132324
	Iteration 7Q: 3 clusters Score -7899892 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -7900676.500000 Penalty: 5302.132324
	Iteration 8Q: 3 clusters Score -7900676 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -7901834.000000 Penalty: 5302.132324
	Iteration 9F: 3 clusters Score -7901834 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -7903748.000000 Penalty: 5302.132324
	Iteration 10F: 3 clusters Score -7903748 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -7906326.000000 Penalty: 5302.132324
	Iteration 11F: 3 clusters Score -7906326 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7909248.000000 Penalty: 5302.132324
	Iteration 12F: 3 clusters Score -7909248 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7911362.500000 Penalty: 5302.132324
	Iteration 13F: 3 clusters Score -7911362 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7912340.500000 Penalty: 5302.132324
	Iteration 14Q: 3 clusters Score -7912340 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7912717.000000 Penalty: 5302.132324
	Iteration 15Q: 3 clusters Score -7912717 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7912862.500000 Penalty: 5302.132324
	Iteration 16Q: 3 clusters Score -7912862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7912912.000000 Penalty: 5302.132324
	Iteration 17Q: 3 clusters Score -7912912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7912947.500000 Penalty: 5302.132324
	Iteration 18Q: 3 clusters Score -7912948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7912985.500000 Penalty: 5302.132324
	Iteration 19Q: 3 clusters Score -7912986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7913019.000000 Penalty: 5302.132324
	Iteration 20F: 3 clusters Score -7913019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7913044.500000 Penalty: 5302.132324
	Iteration 21Q: 3 clusters Score -7913044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7913061.500000 Penalty: 5302.132324
	Iteration 22Q: 3 clusters Score -7913062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7913068.500000 Penalty: 5302.132324
	Iteration 23Q: 3 clusters Score -7913068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7913071.000000 Penalty: 5302.132324
	Iteration 24Q: 3 clusters Score -7913071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7913087.000000 Penalty: 5302.132324
	Iteration 25Q: 3 clusters Score -7913087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7913092.000000 Penalty: 5302.132324
	Iteration 26Q: 3 clusters Score -7913092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7913114.000000 Penalty: 5302.132324
	Iteration 27Q: 3 clusters Score -7913114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7913117.000000 Penalty: 5302.132324
	Iteration 28Q: 3 clusters Score -7913117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7913115.500000 Penalty: 5302.132324
	Iteration 29Q: 3 clusters Score -7913116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7913115.500000 Penalty: 5302.132324
	Iteration 30Q: 3 clusters Score -7913116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7913115.500000 Penalty: 5302.132324
	Iteration 31F: 3 clusters Score -7913116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Entering Unmasked Estep 
Score: -9205626.000000 Penalty: 2693.441406
	Iteration 0F: 2 clusters Score -9205626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -9172782.000000 Penalty: 5386.882812
	Iteration 0F: 3 clusters Score -9172782 nChanged 24321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -9186527.000000 Penalty: 5386.882812
	Iteration 1F: 3 clusters Score -9186527 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -9187217.000000 Penalty: 5386.882812
	Iteration 2Q: 3 clusters Score -9187217 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -9187901.000000 Penalty: 5386.882812
	Iteration 3Q: 3 clusters Score -9187901 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -9188832.000000 Penalty: 5386.882812
	Iteration 4Q: 3 clusters Score -9188832 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -9190127.000000 Penalty: 5386.882812
	Iteration 5F: 3 clusters Score -9190127 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -9192163.000000 Penalty: 5386.882812
	Iteration 6F: 3 clusters Score -9192163 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -9195031.000000 Penalty: 5386.882812
	Iteration 7F: 3 clusters Score -9195031 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -9198300.000000 Penalty: 5386.882812
	Iteration 8F: 3 clusters Score -9198300 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -9200736.000000 Penalty: 5386.882812
	Iteration 9F: 3 clusters Score -9200736 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9202166.000000 Penalty: 5386.882812
	Iteration 10Q: 3 clusters Score -9202166 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9202774.000000 Penalty: 5386.882812
	Iteration 11Q: 3 clusters Score -9202774 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9203009.000000 Penalty: 5386.882812
	Iteration 12Q: 3 clusters Score -9203009 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9203145.000000 Penalty: 5386.882812
	Iteration 13Q: 3 clusters Score -9203145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9203207.000000 Penalty: 5386.882812
	Iteration 14Q: 3 clusters Score -9203207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9203255.000000 Penalty: 5386.882812
	Iteration 15Q: 3 clusters Score -9203255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9203292.000000 Penalty: 5386.882812
	Iteration 16Q: 3 clusters Score -9203292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9203314.000000 Penalty: 5386.882812
	Iteration 17Q: 3 clusters Score -9203314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9203312.000000 Penalty: 5386.882812
	Iteration 18Q: 3 clusters Score -9203312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9203315.000000 Penalty: 5386.882812
	Iteration 19Q: 3 clusters Score -9203315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9203324.000000 Penalty: 5386.882812
	Iteration 20F: 3 clusters Score -9203324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9203320.000000 Penalty: 5386.882812
	Iteration 21Q: 3 clusters Score -9203320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9203328.000000 Penalty: 5386.882812
	Iteration 22Q: 3 clusters Score -9203328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9203330.000000 Penalty: 5386.882812
	Iteration 23Q: 3 clusters Score -9203330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9203336.000000 Penalty: 5386.882812
	Iteration 24Q: 3 clusters Score -9203336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9203335.000000 Penalty: 5386.882812
	Iteration 25Q: 3 clusters Score -9203335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9203333.000000 Penalty: 5386.882812
	Iteration 26Q: 3 clusters Score -9203333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9203337.000000 Penalty: 5386.882812
	Iteration 27Q: 3 clusters Score -9203337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9203337.000000 Penalty: 5386.882812
	Iteration 28F: 3 clusters Score -9203337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Entering Unmasked Estep 
Score: -8109789.000000 Penalty: 2659.463135
	Iteration 0F: 2 clusters Score -8109789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8079686.500000 Penalty: 5318.926270
	Iteration 0F: 3 clusters Score -8079686 nChanged 21003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -8091165.500000 Penalty: 5318.926270
	Iteration 1F: 3 clusters Score -8091166 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -8091777.000000 Penalty: 5318.926270
	Iteration 2Q: 3 clusters Score -8091777 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8092437.500000 Penalty: 5318.926270
	Iteration 3Q: 3 clusters Score -8092438 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -8093277.500000 Penalty: 5318.926270
	Iteration 4Q: 3 clusters Score -8093278 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -8094293.500000 Penalty: 5318.926270
	Iteration 5Q: 3 clusters Score -8094294 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -8095627.500000 Penalty: 5318.926270
	Iteration 6F: 3 clusters Score -8095628 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -8097117.000000 Penalty: 5318.926270
	Iteration 7F: 3 clusters Score -8097117 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -8098783.000000 Penalty: 5318.926270
	Iteration 8F: 3 clusters Score -8098783 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -8100639.500000 Penalty: 5318.926270
	Iteration 9F: 3 clusters Score -8100640 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -8102420.500000 Penalty: 5318.926270
	Iteration 10F: 3 clusters Score -8102420 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8104032.500000 Penalty: 5318.926270
	Iteration 11Q: 3 clusters Score -8104032 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -8105275.500000 Penalty: 5318.926270
	Iteration 12Q: 3 clusters Score -8105276 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8106205.500000 Penalty: 5318.926270
	Iteration 13Q: 3 clusters Score -8106206 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8106872.500000 Penalty: 5318.926270
	Iteration 14Q: 3 clusters Score -8106872 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8107251.500000 Penalty: 5318.926270
	Iteration 15Q: 3 clusters Score -8107252 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8107467.000000 Penalty: 5318.926270
	Iteration 16Q: 3 clusters Score -8107467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8107569.500000 Penalty: 5318.926270
	Iteration 17Q: 3 clusters Score -8107570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -8107616.000000 Penalty: 5318.926270
	Iteration 18Q: 3 clusters Score -8107616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8107664.500000 Penalty: 5318.926270
	Iteration 19Q: 3 clusters Score -8107664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8107693.000000 Penalty: 5318.926270
	Iteration 20F: 3 clusters Score -8107693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -8107707.000000 Penalty: 5318.926270
	Iteration 21Q: 3 clusters Score -8107707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8107730.000000 Penalty: 5318.926270
	Iteration 22Q: 3 clusters Score -8107730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -8107749.000000 Penalty: 5318.926270
	Iteration 23Q: 3 clusters Score -8107749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8107761.500000 Penalty: 5318.926270
	Iteration 24Q: 3 clusters Score -8107762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -8107780.000000 Penalty: 5318.926270
	Iteration 25Q: 3 clusters Score -8107780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8107788.000000 Penalty: 5318.926270
	Iteration 26Q: 3 clusters Score -8107788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8107808.000000 Penalty: 5318.926270
	Iteration 27Q: 3 clusters Score -8107808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8107815.000000 Penalty: 5318.926270
	Iteration 28Q: 3 clusters Score -8107815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8107822.500000 Penalty: 5318.926270
	Iteration 29Q: 3 clusters Score -8107822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8107827.500000 Penalty: 5318.926270
	Iteration 30Q: 3 clusters Score -8107828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8107841.000000 Penalty: 5318.926270
	Iteration 31Q: 3 clusters Score -8107841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8107838.500000 Penalty: 5318.926270
	Iteration 32Q: 3 clusters Score -8107838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8107843.500000 Penalty: 5318.926270
	Iteration 33Q: 3 clusters Score -8107844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8107845.500000 Penalty: 5318.926270
	Iteration 34Q: 3 clusters Score -8107846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8107846.000000 Penalty: 5318.926270
	Iteration 35Q: 3 clusters Score -8107846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8107840.500000 Penalty: 5318.926270
	Iteration 36Q: 3 clusters Score -8107840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8107854.500000 Penalty: 5318.926270
	Iteration 37Q: 3 clusters Score -8107854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -8107851.000000 Penalty: 5318.926270
	Iteration 38Q: 3 clusters Score -8107851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8107854.500000 Penalty: 5318.926270
	Iteration 39Q: 3 clusters Score -8107854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8107861.000000 Penalty: 5318.926270
	Iteration 40F: 3 clusters Score -8107861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8107854.000000 Penalty: 5318.926270
	Iteration 41Q: 3 clusters Score -8107854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8107860.000000 Penalty: 5318.926270
	Iteration 42Q: 3 clusters Score -8107860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8107860.500000 Penalty: 5318.926270
	Iteration 43Q: 3 clusters Score -8107860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8107867.500000 Penalty: 5318.926270
	Iteration 44Q: 3 clusters Score -8107868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -8107873.000000 Penalty: 5318.926270
	Iteration 45Q: 3 clusters Score -8107873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8107875.000000 Penalty: 5318.926270
	Iteration 46Q: 3 clusters Score -8107875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8107875.000000 Penalty: 5318.926270
	Iteration 47F: 3 clusters Score -8107875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (45668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Entering Unmasked Estep 
Score: -8130226.500000 Penalty: 2660.829834
	Iteration 0F: 2 clusters Score -8130226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8100299.500000 Penalty: 5321.659668
	Iteration 0F: 3 clusters Score -8100300 nChanged 21068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -8111932.000000 Penalty: 5321.659668
	Iteration 1F: 3 clusters Score -8111932 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -8112715.000000 Penalty: 5321.659668
	Iteration 2Q: 3 clusters Score -8112715 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -8113600.000000 Penalty: 5321.659668
	Iteration 3Q: 3 clusters Score -8113600 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -8114702.000000 Penalty: 5321.659668
	Iteration 4F: 3 clusters Score -8114702 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -8116111.000000 Penalty: 5321.659668
	Iteration 5F: 3 clusters Score -8116111 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -8117914.500000 Penalty: 5321.659668
	Iteration 6F: 3 clusters Score -8117914 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -8120146.500000 Penalty: 5321.659668
	Iteration 7F: 3 clusters Score -8120146 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -8122501.000000 Penalty: 5321.659668
	Iteration 8F: 3 clusters Score -8122501 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -8124555.000000 Penalty: 5321.659668
	Iteration 9F: 3 clusters Score -8124555 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -8126133.000000 Penalty: 5321.659668
	Iteration 10Q: 3 clusters Score -8126133 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -8127140.500000 Penalty: 5321.659668
	Iteration 11Q: 3 clusters Score -8127140 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -8127786.500000 Penalty: 5321.659668
	Iteration 12Q: 3 clusters Score -8127786 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8128221.500000 Penalty: 5321.659668
	Iteration 13Q: 3 clusters Score -8128222 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8128482.500000 Penalty: 5321.659668
	Iteration 14Q: 3 clusters Score -8128482 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -8128604.000000 Penalty: 5321.659668
	Iteration 15Q: 3 clusters Score -8128604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -8128673.500000 Penalty: 5321.659668
	Iteration 16Q: 3 clusters Score -8128674 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8128729.500000 Penalty: 5321.659668
	Iteration 17Q: 3 clusters Score -8128730 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -8128752.500000 Penalty: 5321.659668
	Iteration 18Q: 3 clusters Score -8128752 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8128795.000000 Penalty: 5321.659668
	Iteration 19Q: 3 clusters Score -8128795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -8128813.000000 Penalty: 5321.659668
	Iteration 20F: 3 clusters Score -8128813 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8128818.000000 Penalty: 5321.659668
	Iteration 21Q: 3 clusters Score -8128818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -8128842.500000 Penalty: 5321.659668
	Iteration 22Q: 3 clusters Score -8128842 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8128866.000000 Penalty: 5321.659668
	Iteration 23Q: 3 clusters Score -8128866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8128889.500000 Penalty: 5321.659668
	Iteration 24Q: 3 clusters Score -8128890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -8128876.500000 Penalty: 5321.659668
	Iteration 25Q: 3 clusters Score -8128876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8128897.000000 Penalty: 5321.659668
	Iteration 26Q: 3 clusters Score -8128897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -8128908.000000 Penalty: 5321.659668
	Iteration 27Q: 3 clusters Score -8128908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8128893.000000 Penalty: 5321.659668
	Iteration 28Q: 3 clusters Score -8128893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8128886.000000 Penalty: 5321.659668
	Iteration 29Q: 3 clusters Score -8128886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8128896.500000 Penalty: 5321.659668
	Iteration 30Q: 3 clusters Score -8128896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -8128893.500000 Penalty: 5321.659668
	Iteration 31Q: 3 clusters Score -8128894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8128893.500000 Penalty: 5321.659668
	Iteration 32Q: 3 clusters Score -8128894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -8128895.500000 Penalty: 5321.659668
	Iteration 33Q: 3 clusters Score -8128896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8128892.000000 Penalty: 5321.659668
	Iteration 34Q: 3 clusters Score -8128892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8128893.000000 Penalty: 5321.659668
	Iteration 35Q: 3 clusters Score -8128893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8128891.000000 Penalty: 5321.659668
	Iteration 36Q: 3 clusters Score -8128891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -8128886.000000 Penalty: 5321.659668
	Iteration 37Q: 3 clusters Score -8128886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -8128888.000000 Penalty: 5321.659668
	Iteration 38Q: 3 clusters Score -8128888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8128884.500000 Penalty: 5321.659668
	Iteration 39Q: 3 clusters Score -8128884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8128886.500000 Penalty: 5321.659668
	Iteration 40F: 3 clusters Score -8128886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8128893.000000 Penalty: 5321.659668
	Iteration 41Q: 3 clusters Score -8128893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8128893.500000 Penalty: 5321.659668
	Iteration 42Q: 3 clusters Score -8128894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8128894.000000 Penalty: 5321.659668
	Iteration 43Q: 3 clusters Score -8128894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8128894.000000 Penalty: 5321.659668
	Iteration 44F: 3 clusters Score -8128894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Entering Unmasked Estep 
Score: -8952476.000000 Penalty: 2680.295898
	Iteration 0F: 2 clusters Score -8952476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -8921564.000000 Penalty: 5360.591797
	Iteration 0F: 3 clusters Score -8921564 nChanged 22863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -8934359.000000 Penalty: 5360.591797
	Iteration 1F: 3 clusters Score -8934359 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -8934953.000000 Penalty: 5360.591797
	Iteration 2Q: 3 clusters Score -8934953 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -8935474.000000 Penalty: 5360.591797
	Iteration 3Q: 3 clusters Score -8935474 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -8936133.000000 Penalty: 5360.591797
	Iteration 4Q: 3 clusters Score -8936133 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8936824.000000 Penalty: 5360.591797
	Iteration 5Q: 3 clusters Score -8936824 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8937571.000000 Penalty: 5360.591797
	Iteration 6Q: 3 clusters Score -8937571 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -8938612.000000 Penalty: 5360.591797
	Iteration 7Q: 3 clusters Score -8938612 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -8939918.000000 Penalty: 5360.591797
	Iteration 8Q: 3 clusters Score -8939918 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -8941518.000000 Penalty: 5360.591797
	Iteration 9F: 3 clusters Score -8941518 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -8943197.000000 Penalty: 5360.591797
	Iteration 10F: 3 clusters Score -8943197 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -8944626.000000 Penalty: 5360.591797
	Iteration 11Q: 3 clusters Score -8944626 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -8945771.000000 Penalty: 5360.591797
	Iteration 12Q: 3 clusters Score -8945771 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -8946543.000000 Penalty: 5360.591797
	Iteration 13Q: 3 clusters Score -8946543 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -8947090.000000 Penalty: 5360.591797
	Iteration 14Q: 3 clusters Score -8947090 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -8947419.000000 Penalty: 5360.591797
	Iteration 15Q: 3 clusters Score -8947419 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -8947638.000000 Penalty: 5360.591797
	Iteration 16Q: 3 clusters Score -8947638 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -8947822.000000 Penalty: 5360.591797
	Iteration 17Q: 3 clusters Score -8947822 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8947930.000000 Penalty: 5360.591797
	Iteration 18Q: 3 clusters Score -8947930 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -8948119.000000 Penalty: 5360.591797
	Iteration 19Q: 3 clusters Score -8948119 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8948521.000000 Penalty: 5360.591797
	Iteration 20F: 3 clusters Score -8948521 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8948811.000000 Penalty: 5360.591797
	Iteration 21Q: 3 clusters Score -8948811 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8949029.000000 Penalty: 5360.591797
	Iteration 22Q: 3 clusters Score -8949029 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8949171.000000 Penalty: 5360.591797
	Iteration 23Q: 3 clusters Score -8949171 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8949369.000000 Penalty: 5360.591797
	Iteration 24Q: 3 clusters Score -8949369 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8949598.000000 Penalty: 5360.591797
	Iteration 25Q: 3 clusters Score -8949598 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8949735.000000 Penalty: 5360.591797
	Iteration 26Q: 3 clusters Score -8949735 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8949874.000000 Penalty: 5360.591797
	Iteration 27Q: 3 clusters Score -8949874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8949976.000000 Penalty: 5360.591797
	Iteration 28Q: 3 clusters Score -8949976 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8950009.000000 Penalty: 5360.591797
	Iteration 29Q: 3 clusters Score -8950009 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8950052.000000 Penalty: 5360.591797
	Iteration 30Q: 3 clusters Score -8950052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8950093.000000 Penalty: 5360.591797
	Iteration 31Q: 3 clusters Score -8950093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8950125.000000 Penalty: 5360.591797
	Iteration 32Q: 3 clusters Score -8950125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8950159.000000 Penalty: 5360.591797
	Iteration 33Q: 3 clusters Score -8950159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8950168.000000 Penalty: 5360.591797
	Iteration 34Q: 3 clusters Score -8950168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8950190.000000 Penalty: 5360.591797
	Iteration 35Q: 3 clusters Score -8950190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8950214.000000 Penalty: 5360.591797
	Iteration 36Q: 3 clusters Score -8950214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8950244.000000 Penalty: 5360.591797
	Iteration 37Q: 3 clusters Score -8950244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8950250.000000 Penalty: 5360.591797
	Iteration 38Q: 3 clusters Score -8950250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8950249.000000 Penalty: 5360.591797
	Iteration 39Q: 3 clusters Score -8950249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8950252.000000 Penalty: 5360.591797
	Iteration 40F: 3 clusters Score -8950252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8950262.000000 Penalty: 5360.591797
	Iteration 41Q: 3 clusters Score -8950262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8950258.000000 Penalty: 5360.591797
	Iteration 42Q: 3 clusters Score -8950258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8950266.000000 Penalty: 5360.591797
	Iteration 43Q: 3 clusters Score -8950266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8950270.000000 Penalty: 5360.591797
	Iteration 44Q: 3 clusters Score -8950270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8950270.000000 Penalty: 5360.591797
	Iteration 45F: 3 clusters Score -8950270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -163086.796875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -163086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161180.625000 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -161180.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162137.000000 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -162137 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162920.312500 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -162920.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163673.562500 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -163673.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -163971.093750 Penalty: 3493.840332
	Iteration 4F: 3 clusters Score -163971.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -164038.890625 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -164038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -164041.671875 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -164041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -164047.734375 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -164047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -164055.406250 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -164055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -164058.781250 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -164058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -164063.718750 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -164063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -164063.718750 Penalty: 3493.840332
	Iteration 11F: 3 clusters Score -164063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22882 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58583 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50180 members 
Mstep: Class 20 contains 49330 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48260 members 
Mstep: Class 29 contains 50419 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44554 members 
Mstep: Class 32 contains 43905 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45417 members 
Mstep: Class 35 contains 45668 members 
Mstep: Class 36 contains 49397 members 
Mstep: Class 37 contains 511 members 
Mstep: Class 38 contains 635 members 
Entering Unmasked Estep 
Score: -196410544.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196411504.000000 to -196410544.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 48921 members 
Mstep: Class 3 contains 22882 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58583 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50180 members 
Mstep: Class 20 contains 49330 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48260 members 
Mstep: Class 29 contains 50419 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44554 members 
Mstep: Class 32 contains 43905 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45417 members 
Mstep: Class 35 contains 45668 members 
Mstep: Class 36 contains 49397 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411360.000000 Penalty: 127827.164062
Iteration 439Q: 38 clusters Score -1.964114e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 48925 members 
Mstep: Class 3 contains 22880 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55373 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23862 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51157 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42352 members 
Mstep: Class 17 contains 58590 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50181 members 
Mstep: Class 20 contains 49323 members 
Mstep: Class 21 contains 44436 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44011 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48257 members 
Mstep: Class 29 contains 50418 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44557 members 
Mstep: Class 32 contains 43902 members 
Mstep: Class 33 contains 52084 members 
Mstep: Class 34 contains 45418 members 
Mstep: Class 35 contains 45667 members 
Mstep: Class 36 contains 49398 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411472.000000 Penalty: 127827.164062
Iteration 440F: 38 clusters Score -1.964115e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22878 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55371 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 23862 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51165 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 58596 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50186 members 
Mstep: Class 20 contains 49320 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 44006 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48258 members 
Mstep: Class 29 contains 50421 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44557 members 
Mstep: Class 32 contains 43900 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45416 members 
Mstep: Class 35 contains 45663 members 
Mstep: Class 36 contains 49396 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411472.000000 Penalty: 127827.164062
Iteration 441Q: 38 clusters Score -1.964115e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 48928 members 
Mstep: Class 3 contains 22877 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55377 members 
Mstep: Class 6 contains 27553 members 
Mstep: Class 7 contains 23857 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51169 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 58603 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50191 members 
Mstep: Class 20 contains 49321 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48259 members 
Mstep: Class 29 contains 50426 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44555 members 
Mstep: Class 32 contains 43898 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45411 members 
Mstep: Class 35 contains 45660 members 
Mstep: Class 36 contains 49399 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411344.000000 Penalty: 127827.164062
Iteration 442Q: 38 clusters Score -1.964113e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 48930 members 
Mstep: Class 3 contains 22874 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55381 members 
Mstep: Class 6 contains 27555 members 
Mstep: Class 7 contains 23856 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51166 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 58608 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 50184 members 
Mstep: Class 20 contains 49331 members 
Mstep: Class 21 contains 44427 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43998 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48259 members 
Mstep: Class 29 contains 50434 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44554 members 
Mstep: Class 32 contains 43899 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45414 members 
Mstep: Class 35 contains 45649 members 
Mstep: Class 36 contains 49399 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411376.000000 Penalty: 127827.164062
Iteration 443Q: 38 clusters Score -1.964114e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 48928 members 
Mstep: Class 3 contains 22873 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55381 members 
Mstep: Class 6 contains 27557 members 
Mstep: Class 7 contains 23855 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51169 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42349 members 
Mstep: Class 17 contains 58618 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 50186 members 
Mstep: Class 20 contains 49326 members 
Mstep: Class 21 contains 44428 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43990 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48262 members 
Mstep: Class 29 contains 50434 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44554 members 
Mstep: Class 32 contains 43904 members 
Mstep: Class 33 contains 52084 members 
Mstep: Class 34 contains 45414 members 
Mstep: Class 35 contains 45641 members 
Mstep: Class 36 contains 49400 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411376.000000 Penalty: 127827.164062
Iteration 444Q: 38 clusters Score -1.964114e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 48927 members 
Mstep: Class 3 contains 22871 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55383 members 
Mstep: Class 6 contains 27558 members 
Mstep: Class 7 contains 23853 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51175 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42349 members 
Mstep: Class 17 contains 58627 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50186 members 
Mstep: Class 20 contains 49319 members 
Mstep: Class 21 contains 44428 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43977 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14406 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48262 members 
Mstep: Class 29 contains 50441 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44553 members 
Mstep: Class 32 contains 43911 members 
Mstep: Class 33 contains 52080 members 
Mstep: Class 34 contains 45409 members 
Mstep: Class 35 contains 45634 members 
Mstep: Class 36 contains 49403 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411360.000000 Penalty: 127827.164062
Iteration 445Q: 38 clusters Score -1.964114e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22868 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55383 members 
Mstep: Class 6 contains 27558 members 
Mstep: Class 7 contains 23853 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51174 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17115 members 
Mstep: Class 16 contains 42348 members 
Mstep: Class 17 contains 58632 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50191 members 
Mstep: Class 20 contains 49312 members 
Mstep: Class 21 contains 44423 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43973 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48264 members 
Mstep: Class 29 contains 50447 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44547 members 
Mstep: Class 32 contains 43920 members 
Mstep: Class 33 contains 52081 members 
Mstep: Class 34 contains 45410 members 
Mstep: Class 35 contains 45627 members 
Mstep: Class 36 contains 49404 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411216.000000 Penalty: 127827.164062
Iteration 446Q: 38 clusters Score -1.964112e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22864 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55377 members 
Mstep: Class 6 contains 27560 members 
Mstep: Class 7 contains 23852 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51183 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17116 members 
Mstep: Class 16 contains 42349 members 
Mstep: Class 17 contains 58638 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50182 members 
Mstep: Class 20 contains 49312 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43964 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48261 members 
Mstep: Class 29 contains 50457 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44543 members 
Mstep: Class 32 contains 43925 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45418 members 
Mstep: Class 35 contains 45618 members 
Mstep: Class 36 contains 49404 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411264.000000 Penalty: 127827.164062
Iteration 447Q: 38 clusters Score -1.964113e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55375 members 
Mstep: Class 6 contains 27562 members 
Mstep: Class 7 contains 23850 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41102 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51177 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17115 members 
Mstep: Class 16 contains 42352 members 
Mstep: Class 17 contains 58646 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50179 members 
Mstep: Class 20 contains 49312 members 
Mstep: Class 21 contains 44417 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43968 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48260 members 
Mstep: Class 29 contains 50464 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44541 members 
Mstep: Class 32 contains 43934 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45421 members 
Mstep: Class 35 contains 45603 members 
Mstep: Class 36 contains 49406 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411072.000000 Penalty: 127827.164062
Iteration 448Q: 38 clusters Score -1.964111e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 48926 members 
Mstep: Class 3 contains 22856 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55366 members 
Mstep: Class 6 contains 27561 members 
Mstep: Class 7 contains 23848 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51184 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17114 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 58661 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 49315 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43967 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48261 members 
Mstep: Class 29 contains 50461 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44539 members 
Mstep: Class 32 contains 43928 members 
Mstep: Class 33 contains 52074 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 45591 members 
Mstep: Class 36 contains 49416 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411168.000000 Penalty: 127827.164062
Iteration 449Q: 38 clusters Score -1.964112e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 48928 members 
Mstep: Class 3 contains 22855 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55360 members 
Mstep: Class 6 contains 27563 members 
Mstep: Class 7 contains 23846 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 58665 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 50164 members 
Mstep: Class 20 contains 49320 members 
Mstep: Class 21 contains 44425 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43973 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48266 members 
Mstep: Class 29 contains 50463 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44534 members 
Mstep: Class 32 contains 43925 members 
Mstep: Class 33 contains 52078 members 
Mstep: Class 34 contains 45430 members 
Mstep: Class 35 contains 45586 members 
Mstep: Class 36 contains 49417 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411024.000000 Penalty: 127827.164062
Iteration 450Q: 38 clusters Score -1.96411e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 48928 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55359 members 
Mstep: Class 6 contains 27561 members 
Mstep: Class 7 contains 23845 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51168 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 58675 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50158 members 
Mstep: Class 20 contains 49323 members 
Mstep: Class 21 contains 44421 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43975 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48262 members 
Mstep: Class 29 contains 50474 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44529 members 
Mstep: Class 32 contains 43933 members 
Mstep: Class 33 contains 52072 members 
Mstep: Class 34 contains 45430 members 
Mstep: Class 35 contains 45586 members 
Mstep: Class 36 contains 49421 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411168.000000 Penalty: 127827.164062
Iteration 451Q: 38 clusters Score -1.964112e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 48930 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55355 members 
Mstep: Class 6 contains 27560 members 
Mstep: Class 7 contains 23847 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41100 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51158 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 58683 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50158 members 
Mstep: Class 20 contains 49323 members 
Mstep: Class 21 contains 44413 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43974 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48263 members 
Mstep: Class 29 contains 50478 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44530 members 
Mstep: Class 32 contains 43935 members 
Mstep: Class 33 contains 52067 members 
Mstep: Class 34 contains 45429 members 
Mstep: Class 35 contains 45583 members 
Mstep: Class 36 contains 49427 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411168.000000 Penalty: 127827.164062
Iteration 452Q: 38 clusters Score -1.964112e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 48934 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55353 members 
Mstep: Class 6 contains 27559 members 
Mstep: Class 7 contains 23846 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51153 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 58684 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50159 members 
Mstep: Class 20 contains 49316 members 
Mstep: Class 21 contains 44410 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43981 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48265 members 
Mstep: Class 29 contains 50484 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44536 members 
Mstep: Class 32 contains 43934 members 
Mstep: Class 33 contains 52064 members 
Mstep: Class 34 contains 45426 members 
Mstep: Class 35 contains 45579 members 
Mstep: Class 36 contains 49429 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411264.000000 Penalty: 127827.164062
Iteration 453Q: 38 clusters Score -1.964113e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 48938 members 
Mstep: Class 3 contains 22854 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55355 members 
Mstep: Class 6 contains 27558 members 
Mstep: Class 7 contains 23844 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51149 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42352 members 
Mstep: Class 17 contains 58685 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50158 members 
Mstep: Class 20 contains 49318 members 
Mstep: Class 21 contains 44412 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43981 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48265 members 
Mstep: Class 29 contains 50487 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44534 members 
Mstep: Class 32 contains 43935 members 
Mstep: Class 33 contains 52061 members 
Mstep: Class 34 contains 45426 members 
Mstep: Class 35 contains 45572 members 
Mstep: Class 36 contains 49435 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411264.000000 Penalty: 127827.164062
Iteration 454Q: 38 clusters Score -1.964113e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 48944 members 
Mstep: Class 3 contains 22853 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55353 members 
Mstep: Class 6 contains 27559 members 
Mstep: Class 7 contains 23843 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41099 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51150 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 58691 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50163 members 
Mstep: Class 20 contains 49317 members 
Mstep: Class 21 contains 44414 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43981 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48264 members 
Mstep: Class 29 contains 50492 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44532 members 
Mstep: Class 32 contains 43933 members 
Mstep: Class 33 contains 52058 members 
Mstep: Class 34 contains 45417 members 
Mstep: Class 35 contains 45565 members 
Mstep: Class 36 contains 49439 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411232.000000 Penalty: 127827.164062
Iteration 455Q: 38 clusters Score -1.964112e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 48949 members 
Mstep: Class 3 contains 22850 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55355 members 
Mstep: Class 6 contains 27556 members 
Mstep: Class 7 contains 23844 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51147 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 58700 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50166 members 
Mstep: Class 20 contains 49315 members 
Mstep: Class 21 contains 44417 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43986 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48266 members 
Mstep: Class 29 contains 50494 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44535 members 
Mstep: Class 32 contains 43933 members 
Mstep: Class 33 contains 52054 members 
Mstep: Class 34 contains 45409 members 
Mstep: Class 35 contains 45558 members 
Mstep: Class 36 contains 49434 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411248.000000 Penalty: 127827.164062
Iteration 456Q: 38 clusters Score -1.964112e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 48950 members 
Mstep: Class 3 contains 22850 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55357 members 
Mstep: Class 6 contains 27555 members 
Mstep: Class 7 contains 23843 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51144 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 58712 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 49312 members 
Mstep: Class 21 contains 44414 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43989 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14410 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48265 members 
Mstep: Class 29 contains 50500 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44529 members 
Mstep: Class 32 contains 43934 members 
Mstep: Class 33 contains 52054 members 
Mstep: Class 34 contains 45396 members 
Mstep: Class 35 contains 45554 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411168.000000 Penalty: 127827.164062
Iteration 457Q: 38 clusters Score -1.964112e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 48954 members 
Mstep: Class 3 contains 22850 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55355 members 
Mstep: Class 6 contains 27555 members 
Mstep: Class 7 contains 23843 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42352 members 
Mstep: Class 17 contains 58718 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50182 members 
Mstep: Class 20 contains 49311 members 
Mstep: Class 21 contains 44409 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43992 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48259 members 
Mstep: Class 29 contains 50513 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44524 members 
Mstep: Class 32 contains 43930 members 
Mstep: Class 33 contains 52057 members 
Mstep: Class 34 contains 45386 members 
Mstep: Class 35 contains 45547 members 
Mstep: Class 36 contains 49441 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411216.000000 Penalty: 127827.164062
Iteration 458Q: 38 clusters Score -1.964112e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 48956 members 
Mstep: Class 3 contains 22847 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55356 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 23844 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51125 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42352 members 
Mstep: Class 17 contains 58726 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50178 members 
Mstep: Class 20 contains 49308 members 
Mstep: Class 21 contains 44414 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43992 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48258 members 
Mstep: Class 29 contains 50529 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44523 members 
Mstep: Class 32 contains 43933 members 
Mstep: Class 33 contains 52055 members 
Mstep: Class 34 contains 45383 members 
Mstep: Class 35 contains 45545 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411312.000000 Penalty: 127827.164062
Iteration 459Q: 38 clusters Score -1.964113e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 48963 members 
Mstep: Class 3 contains 22847 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55354 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23844 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51109 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 58733 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50184 members 
Mstep: Class 20 contains 49305 members 
Mstep: Class 21 contains 44418 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43993 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48259 members 
Mstep: Class 29 contains 50539 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44519 members 
Mstep: Class 32 contains 43929 members 
Mstep: Class 33 contains 52055 members 
Mstep: Class 34 contains 45379 members 
Mstep: Class 35 contains 45544 members 
Mstep: Class 36 contains 49444 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411232.000000 Penalty: 127827.164062
Iteration 460F: 38 clusters Score -1.964112e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 48971 members 
Mstep: Class 3 contains 22848 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55354 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23844 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 51101 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42352 members 
Mstep: Class 17 contains 58734 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50187 members 
Mstep: Class 20 contains 49312 members 
Mstep: Class 21 contains 44414 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43989 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14413 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48259 members 
Mstep: Class 29 contains 50548 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44514 members 
Mstep: Class 32 contains 43922 members 
Mstep: Class 33 contains 52058 members 
Mstep: Class 34 contains 45375 members 
Mstep: Class 35 contains 45542 members 
Mstep: Class 36 contains 49446 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411392.000000 Penalty: 127827.164062
Iteration 461Q: 38 clusters Score -1.964114e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 48980 members 
Mstep: Class 3 contains 22848 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55357 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23842 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41090 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51087 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58729 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50194 members 
Mstep: Class 20 contains 49307 members 
Mstep: Class 21 contains 44412 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43989 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14415 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48263 members 
Mstep: Class 29 contains 50562 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44509 members 
Mstep: Class 32 contains 43925 members 
Mstep: Class 33 contains 52053 members 
Mstep: Class 34 contains 45369 members 
Mstep: Class 35 contains 45543 members 
Mstep: Class 36 contains 49448 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411360.000000 Penalty: 127827.164062
Iteration 462Q: 38 clusters Score -1.964114e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 48990 members 
Mstep: Class 3 contains 22849 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55362 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23841 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41090 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51084 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58722 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50193 members 
Mstep: Class 20 contains 49302 members 
Mstep: Class 21 contains 44410 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43981 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14416 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48264 members 
Mstep: Class 29 contains 50575 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44506 members 
Mstep: Class 32 contains 43934 members 
Mstep: Class 33 contains 52054 members 
Mstep: Class 34 contains 45362 members 
Mstep: Class 35 contains 45540 members 
Mstep: Class 36 contains 49450 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411360.000000 Penalty: 127827.164062
Iteration 463Q: 38 clusters Score -1.964114e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 48999 members 
Mstep: Class 3 contains 22847 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55364 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23840 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 51084 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58719 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50188 members 
Mstep: Class 20 contains 49301 members 
Mstep: Class 21 contains 44406 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43971 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14416 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48266 members 
Mstep: Class 29 contains 50591 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44499 members 
Mstep: Class 32 contains 43938 members 
Mstep: Class 33 contains 52055 members 
Mstep: Class 34 contains 45357 members 
Mstep: Class 35 contains 45538 members 
Mstep: Class 36 contains 49451 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411232.000000 Penalty: 127827.164062
Iteration 464Q: 38 clusters Score -1.964112e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 49008 members 
Mstep: Class 3 contains 22842 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55366 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23841 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51084 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 58722 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50187 members 
Mstep: Class 20 contains 49302 members 
Mstep: Class 21 contains 44406 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43957 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14417 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48267 members 
Mstep: Class 29 contains 50593 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44492 members 
Mstep: Class 32 contains 43939 members 
Mstep: Class 33 contains 52058 members 
Mstep: Class 34 contains 45354 members 
Mstep: Class 35 contains 45537 members 
Mstep: Class 36 contains 49458 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411216.000000 Penalty: 127827.164062
Iteration 465Q: 38 clusters Score -1.964112e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49010 members 
Mstep: Class 3 contains 22840 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55366 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23841 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51087 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 58735 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50186 members 
Mstep: Class 20 contains 49306 members 
Mstep: Class 21 contains 44410 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43952 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48270 members 
Mstep: Class 29 contains 50584 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44493 members 
Mstep: Class 32 contains 43920 members 
Mstep: Class 33 contains 52057 members 
Mstep: Class 34 contains 45353 members 
Mstep: Class 35 contains 45533 members 
Mstep: Class 36 contains 49465 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411360.000000 Penalty: 127827.164062
Iteration 466Q: 38 clusters Score -1.964114e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 49015 members 
Mstep: Class 3 contains 22839 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55369 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 23841 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51085 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 58755 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50196 members 
Mstep: Class 20 contains 49302 members 
Mstep: Class 21 contains 44408 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43948 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14419 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48275 members 
Mstep: Class 29 contains 50583 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44491 members 
Mstep: Class 32 contains 43902 members 
Mstep: Class 33 contains 52056 members 
Mstep: Class 34 contains 45346 members 
Mstep: Class 35 contains 45533 members 
Mstep: Class 36 contains 49463 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411424.000000 Penalty: 127827.164062
Iteration 467Q: 38 clusters Score -1.964114e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49018 members 
Mstep: Class 3 contains 22837 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55372 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23837 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51082 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 42357 members 
Mstep: Class 17 contains 58765 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50198 members 
Mstep: Class 20 contains 49305 members 
Mstep: Class 21 contains 44407 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43946 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14419 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48278 members 
Mstep: Class 29 contains 50591 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44490 members 
Mstep: Class 32 contains 43893 members 
Mstep: Class 33 contains 52057 members 
Mstep: Class 34 contains 45342 members 
Mstep: Class 35 contains 45528 members 
Mstep: Class 36 contains 49457 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411504.000000 Penalty: 127827.164062
Iteration 468Q: 38 clusters Score -1.964115e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49023 members 
Mstep: Class 3 contains 22837 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55371 members 
Mstep: Class 6 contains 27541 members 
Mstep: Class 7 contains 23831 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51080 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 42358 members 
Mstep: Class 17 contains 58772 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50195 members 
Mstep: Class 20 contains 49309 members 
Mstep: Class 21 contains 44406 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43945 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48284 members 
Mstep: Class 29 contains 50590 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44488 members 
Mstep: Class 32 contains 43883 members 
Mstep: Class 33 contains 52065 members 
Mstep: Class 34 contains 45346 members 
Mstep: Class 35 contains 45521 members 
Mstep: Class 36 contains 49457 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411584.000000 Penalty: 127827.164062
Iteration 469Q: 38 clusters Score -1.964116e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49027 members 
Mstep: Class 3 contains 22836 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55371 members 
Mstep: Class 6 contains 27540 members 
Mstep: Class 7 contains 23830 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51079 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42359 members 
Mstep: Class 17 contains 58779 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50194 members 
Mstep: Class 20 contains 49314 members 
Mstep: Class 21 contains 44408 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43939 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14424 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 50591 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44486 members 
Mstep: Class 32 contains 43867 members 
Mstep: Class 33 contains 52070 members 
Mstep: Class 34 contains 45345 members 
Mstep: Class 35 contains 45518 members 
Mstep: Class 36 contains 49454 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411600.000000 Penalty: 127827.164062
Iteration 470Q: 38 clusters Score -1.964116e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49033 members 
Mstep: Class 3 contains 22835 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23826 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51087 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 58795 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50193 members 
Mstep: Class 20 contains 49312 members 
Mstep: Class 21 contains 44410 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43932 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14423 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 50592 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44483 members 
Mstep: Class 32 contains 43854 members 
Mstep: Class 33 contains 52078 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45518 members 
Mstep: Class 36 contains 49450 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411440.000000 Penalty: 127827.164062
Iteration 471Q: 38 clusters Score -1.964114e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49038 members 
Mstep: Class 3 contains 22836 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23825 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51089 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42364 members 
Mstep: Class 17 contains 58807 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50191 members 
Mstep: Class 20 contains 49318 members 
Mstep: Class 21 contains 44413 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43938 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48289 members 
Mstep: Class 29 contains 50588 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44478 members 
Mstep: Class 32 contains 43838 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45337 members 
Mstep: Class 35 contains 45516 members 
Mstep: Class 36 contains 49448 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411328.000000 Penalty: 127827.164062
Iteration 472Q: 38 clusters Score -1.964113e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 49047 members 
Mstep: Class 3 contains 22835 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55372 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 23824 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51103 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42366 members 
Mstep: Class 17 contains 58810 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50188 members 
Mstep: Class 20 contains 49333 members 
Mstep: Class 21 contains 44409 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 50586 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44474 members 
Mstep: Class 32 contains 43825 members 
Mstep: Class 33 contains 52077 members 
Mstep: Class 34 contains 45337 members 
Mstep: Class 35 contains 45512 members 
Mstep: Class 36 contains 49445 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411488.000000 Penalty: 127827.164062
Iteration 473Q: 38 clusters Score -1.964115e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 49048 members 
Mstep: Class 3 contains 22833 members 
Mstep: Class 4 contains 49062 members 
Mstep: Class 5 contains 55373 members 
Mstep: Class 6 contains 27538 members 
Mstep: Class 7 contains 23825 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51111 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 58830 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 50185 members 
Mstep: Class 20 contains 49340 members 
Mstep: Class 21 contains 44406 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43929 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48290 members 
Mstep: Class 29 contains 50580 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44468 members 
Mstep: Class 32 contains 43806 members 
Mstep: Class 33 contains 52079 members 
Mstep: Class 34 contains 45339 members 
Mstep: Class 35 contains 45510 members 
Mstep: Class 36 contains 49443 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411424.000000 Penalty: 127827.164062
Iteration 474Q: 38 clusters Score -1.964114e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 49051 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55373 members 
Mstep: Class 6 contains 27539 members 
Mstep: Class 7 contains 23825 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51123 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 58841 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50183 members 
Mstep: Class 20 contains 49351 members 
Mstep: Class 21 contains 44403 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43929 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14419 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50574 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44464 members 
Mstep: Class 32 contains 43789 members 
Mstep: Class 33 contains 52084 members 
Mstep: Class 34 contains 45340 members 
Mstep: Class 35 contains 45511 members 
Mstep: Class 36 contains 49441 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411376.000000 Penalty: 127827.164062
Iteration 475Q: 38 clusters Score -1.964114e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 49054 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55376 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 23823 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 51121 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17105 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 58849 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50183 members 
Mstep: Class 20 contains 49358 members 
Mstep: Class 21 contains 44398 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43930 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48294 members 
Mstep: Class 29 contains 50568 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44464 members 
Mstep: Class 32 contains 43779 members 
Mstep: Class 33 contains 52085 members 
Mstep: Class 34 contains 45342 members 
Mstep: Class 35 contains 45511 members 
Mstep: Class 36 contains 49435 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411360.000000 Penalty: 127827.164062
Iteration 476Q: 38 clusters Score -1.964114e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49058 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55379 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23821 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51124 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 58855 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50179 members 
Mstep: Class 20 contains 49361 members 
Mstep: Class 21 contains 44397 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43930 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50567 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44463 members 
Mstep: Class 32 contains 43776 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45340 members 
Mstep: Class 35 contains 45506 members 
Mstep: Class 36 contains 49433 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411264.000000 Penalty: 127827.164062
Iteration 477Q: 38 clusters Score -1.964113e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 49062 members 
Mstep: Class 3 contains 22828 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55380 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23819 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51133 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42366 members 
Mstep: Class 17 contains 58866 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50175 members 
Mstep: Class 20 contains 49361 members 
Mstep: Class 21 contains 44397 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43925 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48290 members 
Mstep: Class 29 contains 50563 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44464 members 
Mstep: Class 32 contains 43770 members 
Mstep: Class 33 contains 52086 members 
Mstep: Class 34 contains 45340 members 
Mstep: Class 35 contains 45500 members 
Mstep: Class 36 contains 49434 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411296.000000 Penalty: 127827.164062
Iteration 478Q: 38 clusters Score -1.964113e+08 nChanged 101
Entering ConstructFrom: 
Score: -196411296.000000 Penalty: 127827.164062
Entering ConstructFrom: 
Trying to split cluster 1 (49492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Entering Unmasked Estep 
Score: -8844514.000000 Penalty: 2680.772461
	Iteration 0F: 2 clusters Score -8844514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -8813840.000000 Penalty: 5361.544922
	Iteration 0F: 3 clusters Score -8813840 nChanged 22907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -8826848.000000 Penalty: 5361.544922
	Iteration 1F: 3 clusters Score -8826848 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -8828003.000000 Penalty: 5361.544922
	Iteration 2F: 3 clusters Score -8828003 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -8829988.000000 Penalty: 5361.544922
	Iteration 3F: 3 clusters Score -8829988 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -8833146.000000 Penalty: 5361.544922
	Iteration 4F: 3 clusters Score -8833146 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -8836854.000000 Penalty: 5361.544922
	Iteration 5F: 3 clusters Score -8836854 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -8839544.000000 Penalty: 5361.544922
	Iteration 6F: 3 clusters Score -8839544 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8840865.000000 Penalty: 5361.544922
	Iteration 7Q: 3 clusters Score -8840865 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -8841538.000000 Penalty: 5361.544922
	Iteration 8Q: 3 clusters Score -8841538 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -8841925.000000 Penalty: 5361.544922
	Iteration 9Q: 3 clusters Score -8841925 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -8842157.000000 Penalty: 5361.544922
	Iteration 10Q: 3 clusters Score -8842157 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -8842267.000000 Penalty: 5361.544922
	Iteration 11Q: 3 clusters Score -8842267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -8842342.000000 Penalty: 5361.544922
	Iteration 12Q: 3 clusters Score -8842342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -8842407.000000 Penalty: 5361.544922
	Iteration 13Q: 3 clusters Score -8842407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -8842441.000000 Penalty: 5361.544922
	Iteration 14Q: 3 clusters Score -8842441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -8842461.000000 Penalty: 5361.544922
	Iteration 15Q: 3 clusters Score -8842461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -8842476.000000 Penalty: 5361.544922
	Iteration 16Q: 3 clusters Score -8842476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -8842491.000000 Penalty: 5361.544922
	Iteration 17Q: 3 clusters Score -8842491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -8842503.000000 Penalty: 5361.544922
	Iteration 18Q: 3 clusters Score -8842503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -8842510.000000 Penalty: 5361.544922
	Iteration 19Q: 3 clusters Score -8842510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -8842518.000000 Penalty: 5361.544922
	Iteration 20F: 3 clusters Score -8842518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -8842519.000000 Penalty: 5361.544922
	Iteration 21Q: 3 clusters Score -8842519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -8842518.000000 Penalty: 5361.544922
	Iteration 22Q: 3 clusters Score -8842518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -8842528.000000 Penalty: 5361.544922
	Iteration 23Q: 3 clusters Score -8842528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -8842529.000000 Penalty: 5361.544922
	Iteration 24Q: 3 clusters Score -8842529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -8842528.000000 Penalty: 5361.544922
	Iteration 25Q: 3 clusters Score -8842528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -8842528.000000 Penalty: 5361.544922
	Iteration 26F: 3 clusters Score -8842528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Entering Unmasked Estep 
Score: -8737476.000000 Penalty: 2678.648926
	Iteration 0F: 2 clusters Score -8737476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -8706806.000000 Penalty: 5357.297852
	Iteration 0F: 3 clusters Score -8706806 nChanged 22703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -8719629.000000 Penalty: 5357.297852
	Iteration 1F: 3 clusters Score -8719629 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -8720366.000000 Penalty: 5357.297852
	Iteration 2Q: 3 clusters Score -8720366 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -8721172.000000 Penalty: 5357.297852
	Iteration 3Q: 3 clusters Score -8721172 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -8722108.000000 Penalty: 5357.297852
	Iteration 4Q: 3 clusters Score -8722108 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -8723183.000000 Penalty: 5357.297852
	Iteration 5Q: 3 clusters Score -8723183 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -8724487.000000 Penalty: 5357.297852
	Iteration 6Q: 3 clusters Score -8724487 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -8725999.000000 Penalty: 5357.297852
	Iteration 7Q: 3 clusters Score -8725999 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -8727757.000000 Penalty: 5357.297852
	Iteration 8F: 3 clusters Score -8727757 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -8729376.000000 Penalty: 5357.297852
	Iteration 9F: 3 clusters Score -8729376 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -8730759.000000 Penalty: 5357.297852
	Iteration 10Q: 3 clusters Score -8730759 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -8731787.000000 Penalty: 5357.297852
	Iteration 11Q: 3 clusters Score -8731787 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8732504.000000 Penalty: 5357.297852
	Iteration 12Q: 3 clusters Score -8732504 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -8733091.000000 Penalty: 5357.297852
	Iteration 13Q: 3 clusters Score -8733091 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -8733531.000000 Penalty: 5357.297852
	Iteration 14Q: 3 clusters Score -8733531 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8733848.000000 Penalty: 5357.297852
	Iteration 15Q: 3 clusters Score -8733848 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -8734184.000000 Penalty: 5357.297852
	Iteration 16Q: 3 clusters Score -8734184 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -8734337.000000 Penalty: 5357.297852
	Iteration 17Q: 3 clusters Score -8734337 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -8734534.000000 Penalty: 5357.297852
	Iteration 18Q: 3 clusters Score -8734534 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -8734668.000000 Penalty: 5357.297852
	Iteration 19Q: 3 clusters Score -8734668 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -8734810.000000 Penalty: 5357.297852
	Iteration 20F: 3 clusters Score -8734810 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -8734902.000000 Penalty: 5357.297852
	Iteration 21Q: 3 clusters Score -8734902 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8734976.000000 Penalty: 5357.297852
	Iteration 22Q: 3 clusters Score -8734976 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -8735025.000000 Penalty: 5357.297852
	Iteration 23Q: 3 clusters Score -8735025 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -8735074.000000 Penalty: 5357.297852
	Iteration 24Q: 3 clusters Score -8735074 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -8735152.000000 Penalty: 5357.297852
	Iteration 25Q: 3 clusters Score -8735152 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -8735189.000000 Penalty: 5357.297852
	Iteration 26Q: 3 clusters Score -8735189 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8735250.000000 Penalty: 5357.297852
	Iteration 27Q: 3 clusters Score -8735250 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -8735271.000000 Penalty: 5357.297852
	Iteration 28Q: 3 clusters Score -8735271 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -8735297.000000 Penalty: 5357.297852
	Iteration 29Q: 3 clusters Score -8735297 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -8735318.000000 Penalty: 5357.297852
	Iteration 30Q: 3 clusters Score -8735318 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -8735337.000000 Penalty: 5357.297852
	Iteration 31Q: 3 clusters Score -8735337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -8735366.000000 Penalty: 5357.297852
	Iteration 32Q: 3 clusters Score -8735366 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8735392.000000 Penalty: 5357.297852
	Iteration 33Q: 3 clusters Score -8735392 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -8735387.000000 Penalty: 5357.297852
	Iteration 34Q: 3 clusters Score -8735387 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8735402.000000 Penalty: 5357.297852
	Iteration 35Q: 3 clusters Score -8735402 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -8735418.000000 Penalty: 5357.297852
	Iteration 36Q: 3 clusters Score -8735418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -8735421.000000 Penalty: 5357.297852
	Iteration 37Q: 3 clusters Score -8735421 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -8735423.000000 Penalty: 5357.297852
	Iteration 38Q: 3 clusters Score -8735423 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -8735447.000000 Penalty: 5357.297852
	Iteration 39Q: 3 clusters Score -8735447 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -8735479.000000 Penalty: 5357.297852
	Iteration 40F: 3 clusters Score -8735479 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -8735500.000000 Penalty: 5357.297852
	Iteration 41Q: 3 clusters Score -8735500 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -8735509.000000 Penalty: 5357.297852
	Iteration 42Q: 3 clusters Score -8735509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -8735540.000000 Penalty: 5357.297852
	Iteration 43Q: 3 clusters Score -8735540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -8735531.000000 Penalty: 5357.297852
	Iteration 44Q: 3 clusters Score -8735531 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -8735539.000000 Penalty: 5357.297852
	Iteration 45Q: 3 clusters Score -8735539 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -8735556.000000 Penalty: 5357.297852
	Iteration 46Q: 3 clusters Score -8735556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -8735575.000000 Penalty: 5357.297852
	Iteration 47Q: 3 clusters Score -8735575 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -8735575.000000 Penalty: 5357.297852
	Iteration 48Q: 3 clusters Score -8735575 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -8735591.000000 Penalty: 5357.297852
	Iteration 49Q: 3 clusters Score -8735591 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -8735584.000000 Penalty: 5357.297852
	Iteration 50Q: 3 clusters Score -8735584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -8735594.000000 Penalty: 5357.297852
	Iteration 51Q: 3 clusters Score -8735594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8735591.000000 Penalty: 5357.297852
	Iteration 52Q: 3 clusters Score -8735591 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -8735595.000000 Penalty: 5357.297852
	Iteration 53Q: 3 clusters Score -8735595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -8735598.000000 Penalty: 5357.297852
	Iteration 54Q: 3 clusters Score -8735598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -8735596.000000 Penalty: 5357.297852
	Iteration 55Q: 3 clusters Score -8735596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -8735578.000000 Penalty: 5357.297852
	Iteration 56Q: 3 clusters Score -8735578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -8735572.000000 Penalty: 5357.297852
	Iteration 57Q: 3 clusters Score -8735572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -8735577.000000 Penalty: 5357.297852
	Iteration 58Q: 3 clusters Score -8735577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8735577 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -8735569.000000 Penalty: 5357.297852
	Iteration 60F: 3 clusters Score -8735569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -8735575.000000 Penalty: 5357.297852
	Iteration 61Q: 3 clusters Score -8735575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -8735573.000000 Penalty: 5357.297852
	Iteration 62Q: 3 clusters Score -8735573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8735590.000000 Penalty: 5357.297852
	Iteration 63Q: 3 clusters Score -8735590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -8735627.000000 Penalty: 5357.297852
	Iteration 64Q: 3 clusters Score -8735627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -8735632.000000 Penalty: 5357.297852
	Iteration 65Q: 3 clusters Score -8735632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -8735668.000000 Penalty: 5357.297852
	Iteration 66Q: 3 clusters Score -8735668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8735670.000000 Penalty: 5357.297852
	Iteration 67Q: 3 clusters Score -8735670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -8735691.000000 Penalty: 5357.297852
	Iteration 68Q: 3 clusters Score -8735691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -8735679.000000 Penalty: 5357.297852
	Iteration 69Q: 3 clusters Score -8735679 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -8735702.000000 Penalty: 5357.297852
	Iteration 70Q: 3 clusters Score -8735702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -8735692.000000 Penalty: 5357.297852
	Iteration 71Q: 3 clusters Score -8735692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -8735677.000000 Penalty: 5357.297852
	Iteration 72Q: 3 clusters Score -8735677 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -8735700.000000 Penalty: 5357.297852
	Iteration 73Q: 3 clusters Score -8735700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -8735713.000000 Penalty: 5357.297852
	Iteration 74Q: 3 clusters Score -8735713 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8735698.000000 Penalty: 5357.297852
	Iteration 75Q: 3 clusters Score -8735698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8735706.000000 Penalty: 5357.297852
	Iteration 76Q: 3 clusters Score -8735706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8735698.000000 Penalty: 5357.297852
	Iteration 77Q: 3 clusters Score -8735698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -8735713.000000 Penalty: 5357.297852
	Iteration 78Q: 3 clusters Score -8735713 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8735699.000000 Penalty: 5357.297852
	Iteration 79Q: 3 clusters Score -8735699 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -8735691.000000 Penalty: 5357.297852
	Iteration 80F: 3 clusters Score -8735691 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8735672.000000 Penalty: 5357.297852
	Iteration 81Q: 3 clusters Score -8735672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8735688.000000 Penalty: 5357.297852
	Iteration 82Q: 3 clusters Score -8735688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -8735688.000000 Penalty: 5357.297852
	Iteration 83Q: 3 clusters Score -8735688 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -8735697.000000 Penalty: 5357.297852
	Iteration 84Q: 3 clusters Score -8735697 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -8735692.000000 Penalty: 5357.297852
	Iteration 85Q: 3 clusters Score -8735692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -8735720.000000 Penalty: 5357.297852
	Iteration 86Q: 3 clusters Score -8735720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8735735.000000 Penalty: 5357.297852
	Iteration 87Q: 3 clusters Score -8735735 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8735750.000000 Penalty: 5357.297852
	Iteration 88Q: 3 clusters Score -8735750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8735746.000000 Penalty: 5357.297852
	Iteration 89Q: 3 clusters Score -8735746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8735749.000000 Penalty: 5357.297852
	Iteration 90Q: 3 clusters Score -8735749 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -8735752.000000 Penalty: 5357.297852
	Iteration 91Q: 3 clusters Score -8735752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8735753.000000 Penalty: 5357.297852
	Iteration 92Q: 3 clusters Score -8735753 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8735774.000000 Penalty: 5357.297852
	Iteration 93Q: 3 clusters Score -8735774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -8735800.000000 Penalty: 5357.297852
	Iteration 94Q: 3 clusters Score -8735800 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8735790.000000 Penalty: 5357.297852
	Iteration 95Q: 3 clusters Score -8735790 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -8735783.000000 Penalty: 5357.297852
	Iteration 96Q: 3 clusters Score -8735783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8735775.000000 Penalty: 5357.297852
	Iteration 97Q: 3 clusters Score -8735775 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8735774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -8735799.000000 Penalty: 5357.297852
	Iteration 99Q: 3 clusters Score -8735799 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -8735814.000000 Penalty: 5357.297852
	Iteration 100F: 3 clusters Score -8735814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -8735822.000000 Penalty: 5357.297852
	Iteration 101Q: 3 clusters Score -8735822 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -8735831.000000 Penalty: 5357.297852
	Iteration 102Q: 3 clusters Score -8735831 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -8735841.000000 Penalty: 5357.297852
	Iteration 103Q: 3 clusters Score -8735841 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8735819.000000 Penalty: 5357.297852
	Iteration 104Q: 3 clusters Score -8735819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -8735813.000000 Penalty: 5357.297852
	Iteration 105Q: 3 clusters Score -8735813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8735802.000000 Penalty: 5357.297852
	Iteration 106Q: 3 clusters Score -8735802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -8735806.000000 Penalty: 5357.297852
	Iteration 107Q: 3 clusters Score -8735806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8735807.000000 Penalty: 5357.297852
	Iteration 108Q: 3 clusters Score -8735807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8735831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -8735840.000000 Penalty: 5357.297852
	Iteration 110Q: 3 clusters Score -8735840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8735856.000000 Penalty: 5357.297852
	Iteration 111Q: 3 clusters Score -8735856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -8735848.000000 Penalty: 5357.297852
	Iteration 112Q: 3 clusters Score -8735848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8735837.000000 Penalty: 5357.297852
	Iteration 113Q: 3 clusters Score -8735837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8735852.000000 Penalty: 5357.297852
	Iteration 114Q: 3 clusters Score -8735852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8735865.000000 Penalty: 5357.297852
	Iteration 115Q: 3 clusters Score -8735865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8735840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -8735843.000000 Penalty: 5357.297852
	Iteration 117Q: 3 clusters Score -8735843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8735833.000000 Penalty: 5357.297852
	Iteration 118Q: 3 clusters Score -8735833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8735831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -8735854.000000 Penalty: 5357.297852
	Iteration 120F: 3 clusters Score -8735854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -8735863.000000 Penalty: 5357.297852
	Iteration 121Q: 3 clusters Score -8735863 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8735874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8735885.000000 Penalty: 5357.297852
	Iteration 123Q: 3 clusters Score -8735885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -8735872.000000 Penalty: 5357.297852
	Iteration 124Q: 3 clusters Score -8735872 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8735876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8735878.000000 Penalty: 5357.297852
	Iteration 126Q: 3 clusters Score -8735878 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -8735881.000000 Penalty: 5357.297852
	Iteration 127Q: 3 clusters Score -8735881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8735883.000000 Penalty: 5357.297852
	Iteration 128Q: 3 clusters Score -8735883 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8735878 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -8735881.000000 Penalty: 5357.297852
	Iteration 130Q: 3 clusters Score -8735881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -8735870.000000 Penalty: 5357.297852
	Iteration 131Q: 3 clusters Score -8735870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -8735871.000000 Penalty: 5357.297852
	Iteration 132Q: 3 clusters Score -8735871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8735867.000000 Penalty: 5357.297852
	Iteration 133Q: 3 clusters Score -8735867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8735857.000000 Penalty: 5357.297852
	Iteration 134Q: 3 clusters Score -8735857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8735862.000000 Penalty: 5357.297852
	Iteration 135Q: 3 clusters Score -8735862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8735870.000000 Penalty: 5357.297852
	Iteration 136Q: 3 clusters Score -8735870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -8735865.000000 Penalty: 5357.297852
	Iteration 137Q: 3 clusters Score -8735865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8735881.000000 Penalty: 5357.297852
	Iteration 138Q: 3 clusters Score -8735881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -8735877.000000 Penalty: 5357.297852
	Iteration 139Q: 3 clusters Score -8735877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -8735861.000000 Penalty: 5357.297852
	Iteration 140F: 3 clusters Score -8735861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -8735863.000000 Penalty: 5357.297852
	Iteration 141Q: 3 clusters Score -8735863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8735873.000000 Penalty: 5357.297852
	Iteration 142Q: 3 clusters Score -8735873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8735878.000000 Penalty: 5357.297852
	Iteration 143Q: 3 clusters Score -8735878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8735875.000000 Penalty: 5357.297852
	Iteration 144Q: 3 clusters Score -8735875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8735860.000000 Penalty: 5357.297852
	Iteration 145Q: 3 clusters Score -8735860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -8735867.000000 Penalty: 5357.297852
	Iteration 146Q: 3 clusters Score -8735867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8735857.000000 Penalty: 5357.297852
	Iteration 147Q: 3 clusters Score -8735857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -8735856.000000 Penalty: 5357.297852
	Iteration 148Q: 3 clusters Score -8735856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -8735843.000000 Penalty: 5357.297852
	Iteration 149Q: 3 clusters Score -8735843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -8735845.000000 Penalty: 5357.297852
	Iteration 150Q: 3 clusters Score -8735845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -8735849.000000 Penalty: 5357.297852
	Iteration 151Q: 3 clusters Score -8735849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -8735854.000000 Penalty: 5357.297852
	Iteration 152Q: 3 clusters Score -8735854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -8735844.000000 Penalty: 5357.297852
	Iteration 153Q: 3 clusters Score -8735844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8735834.000000 Penalty: 5357.297852
	Iteration 154Q: 3 clusters Score -8735834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8735826.000000 Penalty: 5357.297852
	Iteration 155Q: 3 clusters Score -8735826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8735834.000000 Penalty: 5357.297852
	Iteration 156Q: 3 clusters Score -8735834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8735844.000000 Penalty: 5357.297852
	Iteration 157Q: 3 clusters Score -8735844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -8735848.000000 Penalty: 5357.297852
	Iteration 158Q: 3 clusters Score -8735848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -8735853.000000 Penalty: 5357.297852
	Iteration 159Q: 3 clusters Score -8735853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -8735851.000000 Penalty: 5357.297852
	Iteration 160F: 3 clusters Score -8735851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -8735843.000000 Penalty: 5357.297852
	Iteration 161Q: 3 clusters Score -8735843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -8735842.000000 Penalty: 5357.297852
	Iteration 162Q: 3 clusters Score -8735842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8735836.000000 Penalty: 5357.297852
	Iteration 163Q: 3 clusters Score -8735836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8735836.000000 Penalty: 5357.297852
	Iteration 164Q: 3 clusters Score -8735836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -8735831.000000 Penalty: 5357.297852
	Iteration 165Q: 3 clusters Score -8735831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -8735837.000000 Penalty: 5357.297852
	Iteration 166Q: 3 clusters Score -8735837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -8735842.000000 Penalty: 5357.297852
	Iteration 167Q: 3 clusters Score -8735842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8735836.000000 Penalty: 5357.297852
	Iteration 168Q: 3 clusters Score -8735836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8735841.000000 Penalty: 5357.297852
	Iteration 169Q: 3 clusters Score -8735841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8735833.000000 Penalty: 5357.297852
	Iteration 170Q: 3 clusters Score -8735833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -8735835.000000 Penalty: 5357.297852
	Iteration 171Q: 3 clusters Score -8735835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -8735835.000000 Penalty: 5357.297852
	Iteration 172F: 3 clusters Score -8735835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Entering Unmasked Estep 
Score: -4089826.250000 Penalty: 2488.820801
	Iteration 0F: 2 clusters Score -4089826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4073980.500000 Penalty: 4977.641602
	Iteration 0F: 3 clusters Score -4073980 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4079469.500000 Penalty: 4977.641602
	Iteration 1F: 3 clusters Score -4079470 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -4079976.750000 Penalty: 4977.641602
	Iteration 2F: 3 clusters Score -4079977 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -4080488.000000 Penalty: 4977.641602
	Iteration 3Q: 3 clusters Score -4080488 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4081047.250000 Penalty: 4977.641602
	Iteration 4F: 3 clusters Score -4081047 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4081748.000000 Penalty: 4977.641602
	Iteration 5F: 3 clusters Score -4081748 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4082551.250000 Penalty: 4977.641602
	Iteration 6F: 3 clusters Score -4082551 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4083500.000000 Penalty: 4977.641602
	Iteration 7F: 3 clusters Score -4083500 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4084555.750000 Penalty: 4977.641602
	Iteration 8F: 3 clusters Score -4084556 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4085604.000000 Penalty: 4977.641602
	Iteration 9F: 3 clusters Score -4085604 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4086413.500000 Penalty: 4977.641602
	Iteration 10Q: 3 clusters Score -4086414 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4086936.750000 Penalty: 4977.641602
	Iteration 11Q: 3 clusters Score -4086937 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4087248.000000 Penalty: 4977.641602
	Iteration 12Q: 3 clusters Score -4087248 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4087380.250000 Penalty: 4977.641602
	Iteration 13Q: 3 clusters Score -4087380 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4087490.250000 Penalty: 4977.641602
	Iteration 14Q: 3 clusters Score -4087490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4087551.250000 Penalty: 4977.641602
	Iteration 15Q: 3 clusters Score -4087551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4087574.750000 Penalty: 4977.641602
	Iteration 16Q: 3 clusters Score -4087575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4087582.500000 Penalty: 4977.641602
	Iteration 17Q: 3 clusters Score -4087582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4087594.750000 Penalty: 4977.641602
	Iteration 18Q: 3 clusters Score -4087595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4087608.000000 Penalty: 4977.641602
	Iteration 19Q: 3 clusters Score -4087608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4087617.750000 Penalty: 4977.641602
	Iteration 20F: 3 clusters Score -4087618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4087632.500000 Penalty: 4977.641602
	Iteration 21Q: 3 clusters Score -4087632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4087639.000000 Penalty: 4977.641602
	Iteration 22Q: 3 clusters Score -4087639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4087640.250000 Penalty: 4977.641602
	Iteration 23Q: 3 clusters Score -4087640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4087642.500000 Penalty: 4977.641602
	Iteration 24Q: 3 clusters Score -4087642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4087640.750000 Penalty: 4977.641602
	Iteration 25Q: 3 clusters Score -4087641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4087640.750000 Penalty: 4977.641602
	Iteration 26F: 3 clusters Score -4087641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Entering Unmasked Estep 
Score: -8709792.000000 Penalty: 2678.598145
	Iteration 0F: 2 clusters Score -8709792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -8679096.000000 Penalty: 5357.196289
	Iteration 0F: 3 clusters Score -8679096 nChanged 22578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -8692083.000000 Penalty: 5357.196289
	Iteration 1F: 3 clusters Score -8692083 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -8693363.000000 Penalty: 5357.196289
	Iteration 2F: 3 clusters Score -8693363 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -8695106.000000 Penalty: 5357.196289
	Iteration 3F: 3 clusters Score -8695106 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -8697532.000000 Penalty: 5357.196289
	Iteration 4F: 3 clusters Score -8697532 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -8700127.000000 Penalty: 5357.196289
	Iteration 5F: 3 clusters Score -8700127 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -8702587.000000 Penalty: 5357.196289
	Iteration 6F: 3 clusters Score -8702587 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -8704568.000000 Penalty: 5357.196289
	Iteration 7F: 3 clusters Score -8704568 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8706132.000000 Penalty: 5357.196289
	Iteration 8Q: 3 clusters Score -8706132 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -8707223.000000 Penalty: 5357.196289
	Iteration 9Q: 3 clusters Score -8707223 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8707980.000000 Penalty: 5357.196289
	Iteration 10Q: 3 clusters Score -8707980 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8708492.000000 Penalty: 5357.196289
	Iteration 11Q: 3 clusters Score -8708492 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8708944.000000 Penalty: 5357.196289
	Iteration 12Q: 3 clusters Score -8708944 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -8709183.000000 Penalty: 5357.196289
	Iteration 13Q: 3 clusters Score -8709183 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -8709317.000000 Penalty: 5357.196289
	Iteration 14Q: 3 clusters Score -8709317 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -8709355.000000 Penalty: 5357.196289
	Iteration 15Q: 3 clusters Score -8709355 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8709406.000000 Penalty: 5357.196289
	Iteration 16Q: 3 clusters Score -8709406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8709458.000000 Penalty: 5357.196289
	Iteration 17Q: 3 clusters Score -8709458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -8709469.000000 Penalty: 5357.196289
	Iteration 18Q: 3 clusters Score -8709469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -8709504.000000 Penalty: 5357.196289
	Iteration 19Q: 3 clusters Score -8709504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -8709518.000000 Penalty: 5357.196289
	Iteration 20F: 3 clusters Score -8709518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -8709538.000000 Penalty: 5357.196289
	Iteration 21Q: 3 clusters Score -8709538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -8709537.000000 Penalty: 5357.196289
	Iteration 22Q: 3 clusters Score -8709537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -8709544.000000 Penalty: 5357.196289
	Iteration 23Q: 3 clusters Score -8709544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -8709547.000000 Penalty: 5357.196289
	Iteration 24Q: 3 clusters Score -8709547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -8709554.000000 Penalty: 5357.196289
	Iteration 25Q: 3 clusters Score -8709554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -8709553.000000 Penalty: 5357.196289
	Iteration 26Q: 3 clusters Score -8709553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -8709563.000000 Penalty: 5357.196289
	Iteration 27Q: 3 clusters Score -8709563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -8709561.000000 Penalty: 5357.196289
	Iteration 28Q: 3 clusters Score -8709561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -8709570.000000 Penalty: 5357.196289
	Iteration 29Q: 3 clusters Score -8709570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -8709567.000000 Penalty: 5357.196289
	Iteration 30Q: 3 clusters Score -8709567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -8709573.000000 Penalty: 5357.196289
	Iteration 31Q: 3 clusters Score -8709573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -8709572.000000 Penalty: 5357.196289
	Iteration 32Q: 3 clusters Score -8709572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -8709574.000000 Penalty: 5357.196289
	Iteration 33Q: 3 clusters Score -8709574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -8709572.000000 Penalty: 5357.196289
	Iteration 34Q: 3 clusters Score -8709572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -8709572.000000 Penalty: 5357.196289
	Iteration 35Q: 3 clusters Score -8709572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -8709572.000000 Penalty: 5357.196289
	Iteration 36F: 3 clusters Score -8709572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Entering Unmasked Estep 
Score: -9926871.000000 Penalty: 2708.667236
	Iteration 0F: 2 clusters Score -9926871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -9895368.000000 Penalty: 5417.334473
	Iteration 0F: 3 clusters Score -9895368 nChanged 25553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -9909301.000000 Penalty: 5417.334473
	Iteration 1F: 3 clusters Score -9909301 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -9909859.000000 Penalty: 5417.334473
	Iteration 2Q: 3 clusters Score -9909859 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -9910380.000000 Penalty: 5417.334473
	Iteration 3Q: 3 clusters Score -9910380 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -9910877.000000 Penalty: 5417.334473
	Iteration 4Q: 3 clusters Score -9910877 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -9911560.000000 Penalty: 5417.334473
	Iteration 5Q: 3 clusters Score -9911560 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -9912429.000000 Penalty: 5417.334473
	Iteration 6Q: 3 clusters Score -9912429 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -9913476.000000 Penalty: 5417.334473
	Iteration 7Q: 3 clusters Score -9913476 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -9914740.000000 Penalty: 5417.334473
	Iteration 8Q: 3 clusters Score -9914740 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -9916350.000000 Penalty: 5417.334473
	Iteration 9Q: 3 clusters Score -9916350 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -9918128.000000 Penalty: 5417.334473
	Iteration 10F: 3 clusters Score -9918128 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -9919779.000000 Penalty: 5417.334473
	Iteration 11F: 3 clusters Score -9919779 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -9921067.000000 Penalty: 5417.334473
	Iteration 12Q: 3 clusters Score -9921067 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -9922125.000000 Penalty: 5417.334473
	Iteration 13Q: 3 clusters Score -9922125 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -9922905.000000 Penalty: 5417.334473
	Iteration 14Q: 3 clusters Score -9922905 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -9923439.000000 Penalty: 5417.334473
	Iteration 15Q: 3 clusters Score -9923439 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -9923743.000000 Penalty: 5417.334473
	Iteration 16Q: 3 clusters Score -9923743 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -9923917.000000 Penalty: 5417.334473
	Iteration 17Q: 3 clusters Score -9923917 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -9924116.000000 Penalty: 5417.334473
	Iteration 18Q: 3 clusters Score -9924116 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -9924237.000000 Penalty: 5417.334473
	Iteration 19Q: 3 clusters Score -9924237 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -9924338.000000 Penalty: 5417.334473
	Iteration 20F: 3 clusters Score -9924338 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -9924426.000000 Penalty: 5417.334473
	Iteration 21Q: 3 clusters Score -9924426 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -9924455.000000 Penalty: 5417.334473
	Iteration 22Q: 3 clusters Score -9924455 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -9924508.000000 Penalty: 5417.334473
	Iteration 23Q: 3 clusters Score -9924508 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -9924557.000000 Penalty: 5417.334473
	Iteration 24Q: 3 clusters Score -9924557 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9924630.000000 Penalty: 5417.334473
	Iteration 25Q: 3 clusters Score -9924630 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9924635.000000 Penalty: 5417.334473
	Iteration 26Q: 3 clusters Score -9924635 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9924643.000000 Penalty: 5417.334473
	Iteration 27Q: 3 clusters Score -9924643 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9924649.000000 Penalty: 5417.334473
	Iteration 28Q: 3 clusters Score -9924649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9924678.000000 Penalty: 5417.334473
	Iteration 29Q: 3 clusters Score -9924678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9924723.000000 Penalty: 5417.334473
	Iteration 30Q: 3 clusters Score -9924723 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9924719.000000 Penalty: 5417.334473
	Iteration 31Q: 3 clusters Score -9924719 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9924738.000000 Penalty: 5417.334473
	Iteration 32Q: 3 clusters Score -9924738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9924753.000000 Penalty: 5417.334473
	Iteration 33Q: 3 clusters Score -9924753 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9924744.000000 Penalty: 5417.334473
	Iteration 34Q: 3 clusters Score -9924744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9924749.000000 Penalty: 5417.334473
	Iteration 35Q: 3 clusters Score -9924749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9924753.000000 Penalty: 5417.334473
	Iteration 36Q: 3 clusters Score -9924753 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9924793.000000 Penalty: 5417.334473
	Iteration 37Q: 3 clusters Score -9924793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9924802.000000 Penalty: 5417.334473
	Iteration 38Q: 3 clusters Score -9924802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9924803.000000 Penalty: 5417.334473
	Iteration 39Q: 3 clusters Score -9924803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9924784.000000 Penalty: 5417.334473
	Iteration 40F: 3 clusters Score -9924784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9924789.000000 Penalty: 5417.334473
	Iteration 41Q: 3 clusters Score -9924789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9924770.000000 Penalty: 5417.334473
	Iteration 42Q: 3 clusters Score -9924770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9924785.000000 Penalty: 5417.334473
	Iteration 43Q: 3 clusters Score -9924785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9924771.000000 Penalty: 5417.334473
	Iteration 44Q: 3 clusters Score -9924771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9924777.000000 Penalty: 5417.334473
	Iteration 45Q: 3 clusters Score -9924777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9924788.000000 Penalty: 5417.334473
	Iteration 46Q: 3 clusters Score -9924788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9924767.000000 Penalty: 5417.334473
	Iteration 47Q: 3 clusters Score -9924767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9924776.000000 Penalty: 5417.334473
	Iteration 48Q: 3 clusters Score -9924776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9924768.000000 Penalty: 5417.334473
	Iteration 49Q: 3 clusters Score -9924768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9924775.000000 Penalty: 5417.334473
	Iteration 50Q: 3 clusters Score -9924775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9924773.000000 Penalty: 5417.334473
	Iteration 51Q: 3 clusters Score -9924773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9924775.000000 Penalty: 5417.334473
	Iteration 52Q: 3 clusters Score -9924775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9924773.000000 Penalty: 5417.334473
	Iteration 53Q: 3 clusters Score -9924773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9924782.000000 Penalty: 5417.334473
	Iteration 54Q: 3 clusters Score -9924782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9924778.000000 Penalty: 5417.334473
	Iteration 55Q: 3 clusters Score -9924778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9924783.000000 Penalty: 5417.334473
	Iteration 56Q: 3 clusters Score -9924783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9924790.000000 Penalty: 5417.334473
	Iteration 57Q: 3 clusters Score -9924790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9924786.000000 Penalty: 5417.334473
	Iteration 58Q: 3 clusters Score -9924786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9924788.000000 Penalty: 5417.334473
	Iteration 59Q: 3 clusters Score -9924788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9924781.000000 Penalty: 5417.334473
	Iteration 60F: 3 clusters Score -9924781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9924786.000000 Penalty: 5417.334473
	Iteration 61Q: 3 clusters Score -9924786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9924782.000000 Penalty: 5417.334473
	Iteration 62Q: 3 clusters Score -9924782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9924776.000000 Penalty: 5417.334473
	Iteration 63Q: 3 clusters Score -9924776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9924780.000000 Penalty: 5417.334473
	Iteration 64Q: 3 clusters Score -9924780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9924783.000000 Penalty: 5417.334473
	Iteration 65Q: 3 clusters Score -9924783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9924786.000000 Penalty: 5417.334473
	Iteration 66Q: 3 clusters Score -9924786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9924791.000000 Penalty: 5417.334473
	Iteration 67Q: 3 clusters Score -9924791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9924795.000000 Penalty: 5417.334473
	Iteration 68Q: 3 clusters Score -9924795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9924793.000000 Penalty: 5417.334473
	Iteration 69Q: 3 clusters Score -9924793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9924793.000000 Penalty: 5417.334473
	Iteration 70F: 3 clusters Score -9924793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Entering Unmasked Estep 
Score: -4841518.500000 Penalty: 2535.464844
	Iteration 0F: 2 clusters Score -4841518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4822505.500000 Penalty: 5070.929688
	Iteration 0F: 3 clusters Score -4822506 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -4829318.500000 Penalty: 5070.929688
	Iteration 1F: 3 clusters Score -4829318 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4830013.500000 Penalty: 5070.929688
	Iteration 2F: 3 clusters Score -4830014 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -4830767.000000 Penalty: 5070.929688
	Iteration 3F: 3 clusters Score -4830767 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4831601.000000 Penalty: 5070.929688
	Iteration 4F: 3 clusters Score -4831601 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4832699.500000 Penalty: 5070.929688
	Iteration 5F: 3 clusters Score -4832700 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -4834117.000000 Penalty: 5070.929688
	Iteration 6F: 3 clusters Score -4834117 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4835714.000000 Penalty: 5070.929688
	Iteration 7F: 3 clusters Score -4835714 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4837117.000000 Penalty: 5070.929688
	Iteration 8F: 3 clusters Score -4837117 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4838246.000000 Penalty: 5070.929688
	Iteration 9Q: 3 clusters Score -4838246 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4839452.500000 Penalty: 5070.929688
	Iteration 10Q: 3 clusters Score -4839452 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -4840669.500000 Penalty: 5070.929688
	Iteration 11Q: 3 clusters Score -4840670 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4841473.000000 Penalty: 5070.929688
	Iteration 12Q: 3 clusters Score -4841473 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4841802.500000 Penalty: 5070.929688
	Iteration 13Q: 3 clusters Score -4841802 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -4841994.000000 Penalty: 5070.929688
	Iteration 14Q: 3 clusters Score -4841994 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -4842062.000000 Penalty: 5070.929688
	Iteration 15Q: 3 clusters Score -4842062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4842101.000000 Penalty: 5070.929688
	Iteration 16Q: 3 clusters Score -4842101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4842121.000000 Penalty: 5070.929688
	Iteration 17Q: 3 clusters Score -4842121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4842123.000000 Penalty: 5070.929688
	Iteration 18Q: 3 clusters Score -4842123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4842145.000000 Penalty: 5070.929688
	Iteration 19Q: 3 clusters Score -4842145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4842149.500000 Penalty: 5070.929688
	Iteration 20F: 3 clusters Score -4842150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4842159.500000 Penalty: 5070.929688
	Iteration 21Q: 3 clusters Score -4842160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4842166.000000 Penalty: 5070.929688
	Iteration 22Q: 3 clusters Score -4842166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4842170.500000 Penalty: 5070.929688
	Iteration 23Q: 3 clusters Score -4842170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -4842179.500000 Penalty: 5070.929688
	Iteration 24Q: 3 clusters Score -4842180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4842186.000000 Penalty: 5070.929688
	Iteration 25Q: 3 clusters Score -4842186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4842188.500000 Penalty: 5070.929688
	Iteration 26Q: 3 clusters Score -4842188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4842180.500000 Penalty: 5070.929688
	Iteration 27Q: 3 clusters Score -4842180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4842184.500000 Penalty: 5070.929688
	Iteration 28Q: 3 clusters Score -4842184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4842182.000000 Penalty: 5070.929688
	Iteration 29Q: 3 clusters Score -4842182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4842175.500000 Penalty: 5070.929688
	Iteration 30Q: 3 clusters Score -4842176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -4842183.500000 Penalty: 5070.929688
	Iteration 31Q: 3 clusters Score -4842184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -4842175.500000 Penalty: 5070.929688
	Iteration 32Q: 3 clusters Score -4842176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4842183.000000 Penalty: 5070.929688
	Iteration 33Q: 3 clusters Score -4842183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4842186.000000 Penalty: 5070.929688
	Iteration 34Q: 3 clusters Score -4842186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4842188.000000 Penalty: 5070.929688
	Iteration 35Q: 3 clusters Score -4842188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4842190.000000 Penalty: 5070.929688
	Iteration 36Q: 3 clusters Score -4842190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4842184.500000 Penalty: 5070.929688
	Iteration 37Q: 3 clusters Score -4842184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4842201.000000 Penalty: 5070.929688
	Iteration 38Q: 3 clusters Score -4842201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -4842194.000000 Penalty: 5070.929688
	Iteration 39Q: 3 clusters Score -4842194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4842198.500000 Penalty: 5070.929688
	Iteration 40F: 3 clusters Score -4842198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 20752 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58871 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50171 members 
Mstep: Class 20 contains 49354 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43924 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44465 members 
Mstep: Class 32 contains 43767 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 6795 members 
Entering Unmasked Estep 
Score: -196409904.000000 Penalty: 131281.953125
Splitting cluster 6 changes total score from -196411296.000000 to -196409904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (23816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Entering Unmasked Estep 
Score: -4141588.500000 Penalty: 2499.371826
	Iteration 0F: 2 clusters Score -4141588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -4124993.000000 Penalty: 4998.743652
	Iteration 0F: 3 clusters Score -4124993 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -4130785.750000 Penalty: 4998.743652
	Iteration 1F: 3 clusters Score -4130786 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4131318.750000 Penalty: 4998.743652
	Iteration 2F: 3 clusters Score -4131319 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -4131814.250000 Penalty: 4998.743652
	Iteration 3F: 3 clusters Score -4131814 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -4132413.250000 Penalty: 4998.743652
	Iteration 4F: 3 clusters Score -4132413 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4133240.000000 Penalty: 4998.743652
	Iteration 5F: 3 clusters Score -4133240 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4134299.250000 Penalty: 4998.743652
	Iteration 6F: 3 clusters Score -4134299 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4135557.500000 Penalty: 4998.743652
	Iteration 7F: 3 clusters Score -4135558 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4136766.500000 Penalty: 4998.743652
	Iteration 8F: 3 clusters Score -4136766 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4137815.000000 Penalty: 4998.743652
	Iteration 9F: 3 clusters Score -4137815 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4138521.000000 Penalty: 4998.743652
	Iteration 10Q: 3 clusters Score -4138521 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4138932.250000 Penalty: 4998.743652
	Iteration 11Q: 3 clusters Score -4138932 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4139168.250000 Penalty: 4998.743652
	Iteration 12Q: 3 clusters Score -4139168 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4139340.500000 Penalty: 4998.743652
	Iteration 13Q: 3 clusters Score -4139340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4139462.250000 Penalty: 4998.743652
	Iteration 14Q: 3 clusters Score -4139462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4139525.250000 Penalty: 4998.743652
	Iteration 15Q: 3 clusters Score -4139525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4139564.250000 Penalty: 4998.743652
	Iteration 16Q: 3 clusters Score -4139564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4139588.000000 Penalty: 4998.743652
	Iteration 17Q: 3 clusters Score -4139588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4139597.250000 Penalty: 4998.743652
	Iteration 18Q: 3 clusters Score -4139597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4139611.250000 Penalty: 4998.743652
	Iteration 19Q: 3 clusters Score -4139611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4139629.750000 Penalty: 4998.743652
	Iteration 20F: 3 clusters Score -4139630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4139638.000000 Penalty: 4998.743652
	Iteration 21Q: 3 clusters Score -4139638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4139646.500000 Penalty: 4998.743652
	Iteration 22Q: 3 clusters Score -4139646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4139663.000000 Penalty: 4998.743652
	Iteration 23Q: 3 clusters Score -4139663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4139671.000000 Penalty: 4998.743652
	Iteration 24Q: 3 clusters Score -4139671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4139683.500000 Penalty: 4998.743652
	Iteration 25Q: 3 clusters Score -4139684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4139687.750000 Penalty: 4998.743652
	Iteration 26Q: 3 clusters Score -4139688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4139687.500000 Penalty: 4998.743652
	Iteration 27Q: 3 clusters Score -4139688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4139696.000000 Penalty: 4998.743652
	Iteration 28Q: 3 clusters Score -4139696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4139700.250000 Penalty: 4998.743652
	Iteration 29Q: 3 clusters Score -4139700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4139700.000000 Penalty: 4998.743652
	Iteration 30Q: 3 clusters Score -4139700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4139700.750000 Penalty: 4998.743652
	Iteration 31Q: 3 clusters Score -4139701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4139700.750000 Penalty: 4998.743652
	Iteration 32F: 3 clusters Score -4139701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -948090.625000 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -948090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -943313.312500 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -943313.3 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -944543.687500 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -944543.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -944889.750000 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -944889.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -945162.062500 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -945162.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -945381.125000 Penalty: 4267.544922
	Iteration 4F: 3 clusters Score -945381.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -945546.562500 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -945546.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -945676.875000 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -945676.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -945786.375000 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -945786.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -945863.187500 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -945863.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -945943.937500 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -945943.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -946025.562500 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -946025.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -946103.875000 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -946103.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -946164.500000 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -946164.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -946237.875000 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -946237.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -946320.312500 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -946320.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -946417.062500 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -946417.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -946527.250000 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -946527.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -946652.125000 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -946652.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -946849.437500 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -946849.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -947073.375000 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -947073.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -947296.875000 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -947296.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -947452.250000 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -947452.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -947560.875000 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -947560.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -947613.500000 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -947613.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -947640.375000 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -947640.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -947654.125000 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -947654.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -947658.625000 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -947658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -947662.062500 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -947662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -947665.312500 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -947665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -947666.312500 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -947666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -947665.125000 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -947665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -947666.437500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -947666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -947666.437500 Penalty: 4267.544922
	Iteration 32F: 3 clusters Score -947666.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Entering Unmasked Estep 
Score: -7286186.500000 Penalty: 2634.651123
	Iteration 0F: 2 clusters Score -7286186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -7258571.500000 Penalty: 5269.302246
	Iteration 0F: 3 clusters Score -7258572 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -7268793.000000 Penalty: 5269.302246
	Iteration 1F: 3 clusters Score -7268793 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -7269255.500000 Penalty: 5269.302246
	Iteration 2Q: 3 clusters Score -7269256 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -7269694.000000 Penalty: 5269.302246
	Iteration 3Q: 3 clusters Score -7269694 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -7270075.500000 Penalty: 5269.302246
	Iteration 4Q: 3 clusters Score -7270076 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -7270508.500000 Penalty: 5269.302246
	Iteration 5Q: 3 clusters Score -7270508 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -7270939.500000 Penalty: 5269.302246
	Iteration 6Q: 3 clusters Score -7270940 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -7271500.500000 Penalty: 5269.302246
	Iteration 7Q: 3 clusters Score -7271500 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -7272206.000000 Penalty: 5269.302246
	Iteration 8Q: 3 clusters Score -7272206 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -7273210.000000 Penalty: 5269.302246
	Iteration 9Q: 3 clusters Score -7273210 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -7274606.500000 Penalty: 5269.302246
	Iteration 10F: 3 clusters Score -7274606 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -7276595.000000 Penalty: 5269.302246
	Iteration 11F: 3 clusters Score -7276595 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -7278773.000000 Penalty: 5269.302246
	Iteration 12F: 3 clusters Score -7278773 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -7280829.500000 Penalty: 5269.302246
	Iteration 13F: 3 clusters Score -7280830 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7282342.000000 Penalty: 5269.302246
	Iteration 14Q: 3 clusters Score -7282342 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7283178.500000 Penalty: 5269.302246
	Iteration 15Q: 3 clusters Score -7283178 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7283611.000000 Penalty: 5269.302246
	Iteration 16Q: 3 clusters Score -7283611 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7283794.500000 Penalty: 5269.302246
	Iteration 17Q: 3 clusters Score -7283794 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7283916.500000 Penalty: 5269.302246
	Iteration 18Q: 3 clusters Score -7283916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7283977.500000 Penalty: 5269.302246
	Iteration 19Q: 3 clusters Score -7283978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7284009.500000 Penalty: 5269.302246
	Iteration 20F: 3 clusters Score -7284010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7284041.000000 Penalty: 5269.302246
	Iteration 21Q: 3 clusters Score -7284041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7284062.000000 Penalty: 5269.302246
	Iteration 22Q: 3 clusters Score -7284062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7284069.000000 Penalty: 5269.302246
	Iteration 23Q: 3 clusters Score -7284069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7284091.500000 Penalty: 5269.302246
	Iteration 24Q: 3 clusters Score -7284092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7284101.500000 Penalty: 5269.302246
	Iteration 25Q: 3 clusters Score -7284102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7284110.500000 Penalty: 5269.302246
	Iteration 26Q: 3 clusters Score -7284110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7284117.500000 Penalty: 5269.302246
	Iteration 27Q: 3 clusters Score -7284118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7284132.500000 Penalty: 5269.302246
	Iteration 28Q: 3 clusters Score -7284132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7284139.000000 Penalty: 5269.302246
	Iteration 29Q: 3 clusters Score -7284139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7284138.500000 Penalty: 5269.302246
	Iteration 30Q: 3 clusters Score -7284138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7284138.500000 Penalty: 5269.302246
	Iteration 31Q: 3 clusters Score -7284138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7284138.500000 Penalty: 5269.302246
	Iteration 32F: 3 clusters Score -7284138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Entering Unmasked Estep 
Score: -2842611.000000 Penalty: 2401.391113
	Iteration 0F: 2 clusters Score -2842611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2831034.000000 Penalty: 4802.782227
	Iteration 0F: 3 clusters Score -2831034 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2834714.250000 Penalty: 4802.782227
	Iteration 1F: 3 clusters Score -2834714 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2835115.000000 Penalty: 4802.782227
	Iteration 2F: 3 clusters Score -2835115 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2835477.250000 Penalty: 4802.782227
	Iteration 3F: 3 clusters Score -2835477 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2835780.500000 Penalty: 4802.782227
	Iteration 4Q: 3 clusters Score -2835780 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2836032.750000 Penalty: 4802.782227
	Iteration 5Q: 3 clusters Score -2836033 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2836273.750000 Penalty: 4802.782227
	Iteration 6Q: 3 clusters Score -2836274 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2836545.250000 Penalty: 4802.782227
	Iteration 7Q: 3 clusters Score -2836545 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2836884.250000 Penalty: 4802.782227
	Iteration 8Q: 3 clusters Score -2836884 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2837259.000000 Penalty: 4802.782227
	Iteration 9Q: 3 clusters Score -2837259 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2837652.500000 Penalty: 4802.782227
	Iteration 10Q: 3 clusters Score -2837652 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2838093.000000 Penalty: 4802.782227
	Iteration 11Q: 3 clusters Score -2838093 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2838511.000000 Penalty: 4802.782227
	Iteration 12Q: 3 clusters Score -2838511 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2838892.000000 Penalty: 4802.782227
	Iteration 13Q: 3 clusters Score -2838892 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2839236.000000 Penalty: 4802.782227
	Iteration 14Q: 3 clusters Score -2839236 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2839525.500000 Penalty: 4802.782227
	Iteration 15Q: 3 clusters Score -2839526 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2839749.500000 Penalty: 4802.782227
	Iteration 16Q: 3 clusters Score -2839750 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2839946.750000 Penalty: 4802.782227
	Iteration 17Q: 3 clusters Score -2839947 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2840101.750000 Penalty: 4802.782227
	Iteration 18Q: 3 clusters Score -2840102 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2840209.000000 Penalty: 4802.782227
	Iteration 19Q: 3 clusters Score -2840209 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2840297.500000 Penalty: 4802.782227
	Iteration 20F: 3 clusters Score -2840298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2840348.250000 Penalty: 4802.782227
	Iteration 21Q: 3 clusters Score -2840348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2840404.250000 Penalty: 4802.782227
	Iteration 22Q: 3 clusters Score -2840404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2840446.250000 Penalty: 4802.782227
	Iteration 23Q: 3 clusters Score -2840446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2840481.750000 Penalty: 4802.782227
	Iteration 24Q: 3 clusters Score -2840482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2840514.250000 Penalty: 4802.782227
	Iteration 25Q: 3 clusters Score -2840514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2840543.250000 Penalty: 4802.782227
	Iteration 26Q: 3 clusters Score -2840543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2840571.250000 Penalty: 4802.782227
	Iteration 27Q: 3 clusters Score -2840571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2840594.000000 Penalty: 4802.782227
	Iteration 28Q: 3 clusters Score -2840594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2840603.000000 Penalty: 4802.782227
	Iteration 29Q: 3 clusters Score -2840603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2840615.750000 Penalty: 4802.782227
	Iteration 30Q: 3 clusters Score -2840616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2840629.500000 Penalty: 4802.782227
	Iteration 31Q: 3 clusters Score -2840630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2840640.500000 Penalty: 4802.782227
	Iteration 32Q: 3 clusters Score -2840640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2840646.000000 Penalty: 4802.782227
	Iteration 33Q: 3 clusters Score -2840646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2840649.250000 Penalty: 4802.782227
	Iteration 34Q: 3 clusters Score -2840649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2840652.750000 Penalty: 4802.782227
	Iteration 35Q: 3 clusters Score -2840653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2840655.500000 Penalty: 4802.782227
	Iteration 36Q: 3 clusters Score -2840656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2840653.500000 Penalty: 4802.782227
	Iteration 37Q: 3 clusters Score -2840654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2840655.750000 Penalty: 4802.782227
	Iteration 38Q: 3 clusters Score -2840656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2840655.750000 Penalty: 4802.782227
	Iteration 39F: 3 clusters Score -2840656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -47475.820312 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -47475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46164.777344 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -46164.78 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46753.128906 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -46753.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47270.277344 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -47270.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47669.742188 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -47669.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47772.656250 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -47772.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47792.890625 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -47792.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47800.492188 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -47800.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47803.542969 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -47803.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47804.195312 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -47804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47804.195312 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -47804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58871 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50171 members 
Mstep: Class 20 contains 49354 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43924 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44465 members 
Mstep: Class 32 contains 43767 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 161 members 
Entering Unmasked Estep 
Score: -196409984.000000 Penalty: 131281.953125
Splitting cluster 11 changes total score from -196411296.000000 to -196409984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -1236035.375000 Penalty: 2197.720215
	Iteration 0F: 2 clusters Score -1236035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1230219.375000 Penalty: 4395.440430
	Iteration 0F: 3 clusters Score -1230219 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1231870.625000 Penalty: 4395.440430
	Iteration 1F: 3 clusters Score -1231871 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1232334.375000 Penalty: 4395.440430
	Iteration 2F: 3 clusters Score -1232334 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1232852.000000 Penalty: 4395.440430
	Iteration 3F: 3 clusters Score -1232852 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1233447.375000 Penalty: 4395.440430
	Iteration 4F: 3 clusters Score -1233447 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1233965.375000 Penalty: 4395.440430
	Iteration 5F: 3 clusters Score -1233965 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1234364.875000 Penalty: 4395.440430
	Iteration 6F: 3 clusters Score -1234365 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1234618.875000 Penalty: 4395.440430
	Iteration 7Q: 3 clusters Score -1234619 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1234747.875000 Penalty: 4395.440430
	Iteration 8Q: 3 clusters Score -1234748 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1234815.250000 Penalty: 4395.440430
	Iteration 9Q: 3 clusters Score -1234815 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1234856.625000 Penalty: 4395.440430
	Iteration 10Q: 3 clusters Score -1234857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1234886.500000 Penalty: 4395.440430
	Iteration 11Q: 3 clusters Score -1234886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1234918.625000 Penalty: 4395.440430
	Iteration 12Q: 3 clusters Score -1234919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1234946.375000 Penalty: 4395.440430
	Iteration 13Q: 3 clusters Score -1234946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1234963.125000 Penalty: 4395.440430
	Iteration 14Q: 3 clusters Score -1234963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1234976.750000 Penalty: 4395.440430
	Iteration 15Q: 3 clusters Score -1234977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1234990.875000 Penalty: 4395.440430
	Iteration 16Q: 3 clusters Score -1234991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1235000.375000 Penalty: 4395.440430
	Iteration 17Q: 3 clusters Score -1235000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1235015.500000 Penalty: 4395.440430
	Iteration 18Q: 3 clusters Score -1235016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1235022.875000 Penalty: 4395.440430
	Iteration 19Q: 3 clusters Score -1235023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1235024.625000 Penalty: 4395.440430
	Iteration 20F: 3 clusters Score -1235025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1235036.375000 Penalty: 4395.440430
	Iteration 21Q: 3 clusters Score -1235036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1235042.125000 Penalty: 4395.440430
	Iteration 22Q: 3 clusters Score -1235042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1235046.250000 Penalty: 4395.440430
	Iteration 23Q: 3 clusters Score -1235046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1235049.750000 Penalty: 4395.440430
	Iteration 24Q: 3 clusters Score -1235050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1235051.500000 Penalty: 4395.440430
	Iteration 25Q: 3 clusters Score -1235052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1235060.000000 Penalty: 4395.440430
	Iteration 26Q: 3 clusters Score -1235060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1235064.000000 Penalty: 4395.440430
	Iteration 27Q: 3 clusters Score -1235064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1235069.625000 Penalty: 4395.440430
	Iteration 28Q: 3 clusters Score -1235070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1235071.875000 Penalty: 4395.440430
	Iteration 29Q: 3 clusters Score -1235072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1235076.250000 Penalty: 4395.440430
	Iteration 30Q: 3 clusters Score -1235076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1235081.750000 Penalty: 4395.440430
	Iteration 31Q: 3 clusters Score -1235082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1235086.875000 Penalty: 4395.440430
	Iteration 32Q: 3 clusters Score -1235087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1235088.875000 Penalty: 4395.440430
	Iteration 33Q: 3 clusters Score -1235089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1235091.125000 Penalty: 4395.440430
	Iteration 34Q: 3 clusters Score -1235091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1235091.375000 Penalty: 4395.440430
	Iteration 35Q: 3 clusters Score -1235091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1235092.500000 Penalty: 4395.440430
	Iteration 36Q: 3 clusters Score -1235092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1235092.875000 Penalty: 4395.440430
	Iteration 37Q: 3 clusters Score -1235093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1235092.875000 Penalty: 4395.440430
	Iteration 38F: 3 clusters Score -1235093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Entering Unmasked Estep 
Score: -9240586.000000 Penalty: 2688.881348
	Iteration 0F: 2 clusters Score -9240586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -9209723.000000 Penalty: 5377.762695
	Iteration 0F: 3 clusters Score -9209723 nChanged 23768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -9223136.000000 Penalty: 5377.762695
	Iteration 1F: 3 clusters Score -9223136 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -9223628.000000 Penalty: 5377.762695
	Iteration 2Q: 3 clusters Score -9223628 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -9224051.000000 Penalty: 5377.762695
	Iteration 3Q: 3 clusters Score -9224051 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -9224475.000000 Penalty: 5377.762695
	Iteration 4Q: 3 clusters Score -9224475 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -9224946.000000 Penalty: 5377.762695
	Iteration 5Q: 3 clusters Score -9224946 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -9225444.000000 Penalty: 5377.762695
	Iteration 6Q: 3 clusters Score -9225444 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -9226065.000000 Penalty: 5377.762695
	Iteration 7Q: 3 clusters Score -9226065 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -9226938.000000 Penalty: 5377.762695
	Iteration 8Q: 3 clusters Score -9226938 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -9228181.000000 Penalty: 5377.762695
	Iteration 9Q: 3 clusters Score -9228181 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -9229845.000000 Penalty: 5377.762695
	Iteration 10Q: 3 clusters Score -9229845 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -9231590.000000 Penalty: 5377.762695
	Iteration 11F: 3 clusters Score -9231590 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -9233105.000000 Penalty: 5377.762695
	Iteration 12Q: 3 clusters Score -9233105 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -9234189.000000 Penalty: 5377.762695
	Iteration 13Q: 3 clusters Score -9234189 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -9234738.000000 Penalty: 5377.762695
	Iteration 14Q: 3 clusters Score -9234738 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -9235121.000000 Penalty: 5377.762695
	Iteration 15Q: 3 clusters Score -9235121 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -9235441.000000 Penalty: 5377.762695
	Iteration 16Q: 3 clusters Score -9235441 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -9235803.000000 Penalty: 5377.762695
	Iteration 17Q: 3 clusters Score -9235803 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -9236190.000000 Penalty: 5377.762695
	Iteration 18Q: 3 clusters Score -9236190 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -9236477.000000 Penalty: 5377.762695
	Iteration 19Q: 3 clusters Score -9236477 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -9236756.000000 Penalty: 5377.762695
	Iteration 20F: 3 clusters Score -9236756 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -9236997.000000 Penalty: 5377.762695
	Iteration 21Q: 3 clusters Score -9236997 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -9237191.000000 Penalty: 5377.762695
	Iteration 22Q: 3 clusters Score -9237191 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -9237328.000000 Penalty: 5377.762695
	Iteration 23Q: 3 clusters Score -9237328 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -9237447.000000 Penalty: 5377.762695
	Iteration 24Q: 3 clusters Score -9237447 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -9237582.000000 Penalty: 5377.762695
	Iteration 25Q: 3 clusters Score -9237582 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -9237706.000000 Penalty: 5377.762695
	Iteration 26Q: 3 clusters Score -9237706 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -9237872.000000 Penalty: 5377.762695
	Iteration 27Q: 3 clusters Score -9237872 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -9237944.000000 Penalty: 5377.762695
	Iteration 28Q: 3 clusters Score -9237944 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -9238024.000000 Penalty: 5377.762695
	Iteration 29Q: 3 clusters Score -9238024 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -9238092.000000 Penalty: 5377.762695
	Iteration 30Q: 3 clusters Score -9238092 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -9238155.000000 Penalty: 5377.762695
	Iteration 31Q: 3 clusters Score -9238155 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -9238209.000000 Penalty: 5377.762695
	Iteration 32Q: 3 clusters Score -9238209 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -9238279.000000 Penalty: 5377.762695
	Iteration 33Q: 3 clusters Score -9238279 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -9238351.000000 Penalty: 5377.762695
	Iteration 34Q: 3 clusters Score -9238351 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9238375.000000 Penalty: 5377.762695
	Iteration 35Q: 3 clusters Score -9238375 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9238467.000000 Penalty: 5377.762695
	Iteration 36Q: 3 clusters Score -9238467 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -9238510.000000 Penalty: 5377.762695
	Iteration 37Q: 3 clusters Score -9238510 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -9238601.000000 Penalty: 5377.762695
	Iteration 38Q: 3 clusters Score -9238601 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9238634.000000 Penalty: 5377.762695
	Iteration 39Q: 3 clusters Score -9238634 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -9238676.000000 Penalty: 5377.762695
	Iteration 40F: 3 clusters Score -9238676 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -9238701.000000 Penalty: 5377.762695
	Iteration 41Q: 3 clusters Score -9238701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -9238713.000000 Penalty: 5377.762695
	Iteration 42Q: 3 clusters Score -9238713 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -9238735.000000 Penalty: 5377.762695
	Iteration 43Q: 3 clusters Score -9238735 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -9238750.000000 Penalty: 5377.762695
	Iteration 44Q: 3 clusters Score -9238750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -9238791.000000 Penalty: 5377.762695
	Iteration 45Q: 3 clusters Score -9238791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -9238797.000000 Penalty: 5377.762695
	Iteration 46Q: 3 clusters Score -9238797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -9238792.000000 Penalty: 5377.762695
	Iteration 47Q: 3 clusters Score -9238792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -9238785.000000 Penalty: 5377.762695
	Iteration 48Q: 3 clusters Score -9238785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -9238777.000000 Penalty: 5377.762695
	Iteration 49Q: 3 clusters Score -9238777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -9238793.000000 Penalty: 5377.762695
	Iteration 50Q: 3 clusters Score -9238793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -9238796.000000 Penalty: 5377.762695
	Iteration 51Q: 3 clusters Score -9238796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9238792.000000 Penalty: 5377.762695
	Iteration 52Q: 3 clusters Score -9238792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -9238794.000000 Penalty: 5377.762695
	Iteration 53Q: 3 clusters Score -9238794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9238794.000000 Penalty: 5377.762695
	Iteration 54Q: 3 clusters Score -9238794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -9238802.000000 Penalty: 5377.762695
	Iteration 55Q: 3 clusters Score -9238802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -9238809.000000 Penalty: 5377.762695
	Iteration 56Q: 3 clusters Score -9238809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -9238800.000000 Penalty: 5377.762695
	Iteration 57Q: 3 clusters Score -9238800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -9238797.000000 Penalty: 5377.762695
	Iteration 58Q: 3 clusters Score -9238797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -9238803.000000 Penalty: 5377.762695
	Iteration 59Q: 3 clusters Score -9238803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -9238806.000000 Penalty: 5377.762695
	Iteration 60F: 3 clusters Score -9238806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -9238805.000000 Penalty: 5377.762695
	Iteration 61Q: 3 clusters Score -9238805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -9238799.000000 Penalty: 5377.762695
	Iteration 62Q: 3 clusters Score -9238799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -9238797.000000 Penalty: 5377.762695
	Iteration 63Q: 3 clusters Score -9238797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -9238790.000000 Penalty: 5377.762695
	Iteration 64Q: 3 clusters Score -9238790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -9238781.000000 Penalty: 5377.762695
	Iteration 65Q: 3 clusters Score -9238781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -9238783.000000 Penalty: 5377.762695
	Iteration 66Q: 3 clusters Score -9238783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -9238800.000000 Penalty: 5377.762695
	Iteration 67Q: 3 clusters Score -9238800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -9238804.000000 Penalty: 5377.762695
	Iteration 68Q: 3 clusters Score -9238804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -9238802.000000 Penalty: 5377.762695
	Iteration 69Q: 3 clusters Score -9238802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -9238803.000000 Penalty: 5377.762695
	Iteration 70Q: 3 clusters Score -9238803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -9238804.000000 Penalty: 5377.762695
	Iteration 71Q: 3 clusters Score -9238804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -9238804.000000 Penalty: 5377.762695
	Iteration 72F: 3 clusters Score -9238804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -141954.687500 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -141954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -140161.906250 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -140161.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -140492.140625 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -140492.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140778.734375 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -140778.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -140964.421875 Penalty: 3339.767334
	Iteration 3F: 3 clusters Score -140964.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141080.312500 Penalty: 3339.767334
	Iteration 4F: 3 clusters Score -141080.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141172.343750 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -141172.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141252.218750 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -141252.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -141335.343750 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -141335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -141414.734375 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -141414.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -141452.343750 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -141452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -141454.187500 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -141454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -141456.515625 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -141456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141457.937500 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -141457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141457.937500 Penalty: 3339.767334
	Iteration 13F: 3 clusters Score -141457.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Entering Unmasked Estep 
Score: -3008895.000000 Penalty: 2417.272705
	Iteration 0F: 2 clusters Score -3008895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2996721.500000 Penalty: 4834.545410
	Iteration 0F: 3 clusters Score -2996722 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3000660.750000 Penalty: 4834.545410
	Iteration 1F: 3 clusters Score -3000661 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3001144.000000 Penalty: 4834.545410
	Iteration 2F: 3 clusters Score -3001144 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3001612.250000 Penalty: 4834.545410
	Iteration 3F: 3 clusters Score -3001612 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3002099.750000 Penalty: 4834.545410
	Iteration 4F: 3 clusters Score -3002100 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3002755.250000 Penalty: 4834.545410
	Iteration 5F: 3 clusters Score -3002755 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3003451.750000 Penalty: 4834.545410
	Iteration 6F: 3 clusters Score -3003452 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3004204.500000 Penalty: 4834.545410
	Iteration 7F: 3 clusters Score -3004204 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3004911.250000 Penalty: 4834.545410
	Iteration 8F: 3 clusters Score -3004911 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3005585.000000 Penalty: 4834.545410
	Iteration 9Q: 3 clusters Score -3005585 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3006177.250000 Penalty: 4834.545410
	Iteration 10Q: 3 clusters Score -3006177 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3006624.000000 Penalty: 4834.545410
	Iteration 11Q: 3 clusters Score -3006624 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3006929.500000 Penalty: 4834.545410
	Iteration 12Q: 3 clusters Score -3006930 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3007151.250000 Penalty: 4834.545410
	Iteration 13Q: 3 clusters Score -3007151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3007274.250000 Penalty: 4834.545410
	Iteration 14Q: 3 clusters Score -3007274 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3007359.750000 Penalty: 4834.545410
	Iteration 15Q: 3 clusters Score -3007360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3007422.500000 Penalty: 4834.545410
	Iteration 16Q: 3 clusters Score -3007422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3007482.250000 Penalty: 4834.545410
	Iteration 17Q: 3 clusters Score -3007482 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3007517.000000 Penalty: 4834.545410
	Iteration 18Q: 3 clusters Score -3007517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3007546.250000 Penalty: 4834.545410
	Iteration 19Q: 3 clusters Score -3007546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3007574.750000 Penalty: 4834.545410
	Iteration 20F: 3 clusters Score -3007575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3007606.000000 Penalty: 4834.545410
	Iteration 21Q: 3 clusters Score -3007606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3007643.750000 Penalty: 4834.545410
	Iteration 22Q: 3 clusters Score -3007644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3007680.000000 Penalty: 4834.545410
	Iteration 23Q: 3 clusters Score -3007680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3007711.750000 Penalty: 4834.545410
	Iteration 24Q: 3 clusters Score -3007712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3007735.000000 Penalty: 4834.545410
	Iteration 25Q: 3 clusters Score -3007735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3007758.000000 Penalty: 4834.545410
	Iteration 26Q: 3 clusters Score -3007758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3007776.000000 Penalty: 4834.545410
	Iteration 27Q: 3 clusters Score -3007776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3007783.500000 Penalty: 4834.545410
	Iteration 28Q: 3 clusters Score -3007784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3007792.500000 Penalty: 4834.545410
	Iteration 29Q: 3 clusters Score -3007792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3007796.250000 Penalty: 4834.545410
	Iteration 30Q: 3 clusters Score -3007796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3007807.750000 Penalty: 4834.545410
	Iteration 31Q: 3 clusters Score -3007808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3007810.250000 Penalty: 4834.545410
	Iteration 32Q: 3 clusters Score -3007810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3007812.750000 Penalty: 4834.545410
	Iteration 33Q: 3 clusters Score -3007813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3007814.750000 Penalty: 4834.545410
	Iteration 34Q: 3 clusters Score -3007815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3007813.250000 Penalty: 4834.545410
	Iteration 35Q: 3 clusters Score -3007813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3007816.500000 Penalty: 4834.545410
	Iteration 36Q: 3 clusters Score -3007816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3007841.000000 Penalty: 4834.545410
	Iteration 37F: 3 clusters Score -3007841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3007861.750000 Penalty: 4834.545410
	Iteration 38Q: 3 clusters Score -3007862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3007864.500000 Penalty: 4834.545410
	Iteration 39Q: 3 clusters Score -3007864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3007877.000000 Penalty: 4834.545410
	Iteration 40F: 3 clusters Score -3007877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3007872.750000 Penalty: 4834.545410
	Iteration 41Q: 3 clusters Score -3007873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3007874.500000 Penalty: 4834.545410
	Iteration 42Q: 3 clusters Score -3007874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3007874.750000 Penalty: 4834.545410
	Iteration 43Q: 3 clusters Score -3007875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3007874.750000 Penalty: 4834.545410
	Iteration 44F: 3 clusters Score -3007875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -7550892.500000 Penalty: 2642.223145
	Iteration 0F: 2 clusters Score -7550892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -7522483.500000 Penalty: 5284.446289
	Iteration 0F: 3 clusters Score -7522484 nChanged 19580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7533427.000000 Penalty: 5284.446289
	Iteration 1F: 3 clusters Score -7533427 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -7534344.000000 Penalty: 5284.446289
	Iteration 2F: 3 clusters Score -7534344 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -7535630.000000 Penalty: 5284.446289
	Iteration 3F: 3 clusters Score -7535630 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -7537329.500000 Penalty: 5284.446289
	Iteration 4F: 3 clusters Score -7537330 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -7539601.000000 Penalty: 5284.446289
	Iteration 5F: 3 clusters Score -7539601 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -7541819.500000 Penalty: 5284.446289
	Iteration 6F: 3 clusters Score -7541820 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -7543586.500000 Penalty: 5284.446289
	Iteration 7F: 3 clusters Score -7543586 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -7544886.500000 Penalty: 5284.446289
	Iteration 8F: 3 clusters Score -7544886 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -7545897.000000 Penalty: 5284.446289
	Iteration 9Q: 3 clusters Score -7545897 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -7546745.000000 Penalty: 5284.446289
	Iteration 10Q: 3 clusters Score -7546745 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7547434.000000 Penalty: 5284.446289
	Iteration 11Q: 3 clusters Score -7547434 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7548004.000000 Penalty: 5284.446289
	Iteration 12Q: 3 clusters Score -7548004 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7548358.500000 Penalty: 5284.446289
	Iteration 13Q: 3 clusters Score -7548358 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7548644.500000 Penalty: 5284.446289
	Iteration 14Q: 3 clusters Score -7548644 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7548808.500000 Penalty: 5284.446289
	Iteration 15Q: 3 clusters Score -7548808 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7548904.000000 Penalty: 5284.446289
	Iteration 16Q: 3 clusters Score -7548904 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7548950.000000 Penalty: 5284.446289
	Iteration 17Q: 3 clusters Score -7548950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7549003.500000 Penalty: 5284.446289
	Iteration 18Q: 3 clusters Score -7549004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7549037.000000 Penalty: 5284.446289
	Iteration 19Q: 3 clusters Score -7549037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7549102.500000 Penalty: 5284.446289
	Iteration 20F: 3 clusters Score -7549102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7549110.500000 Penalty: 5284.446289
	Iteration 21Q: 3 clusters Score -7549110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7549110.000000 Penalty: 5284.446289
	Iteration 22Q: 3 clusters Score -7549110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7549108.500000 Penalty: 5284.446289
	Iteration 23Q: 3 clusters Score -7549108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7549118.000000 Penalty: 5284.446289
	Iteration 24Q: 3 clusters Score -7549118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7549123.500000 Penalty: 5284.446289
	Iteration 25Q: 3 clusters Score -7549124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7549111.500000 Penalty: 5284.446289
	Iteration 26Q: 3 clusters Score -7549112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7549120.000000 Penalty: 5284.446289
	Iteration 27Q: 3 clusters Score -7549120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7549122.000000 Penalty: 5284.446289
	Iteration 28Q: 3 clusters Score -7549122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7549132.500000 Penalty: 5284.446289
	Iteration 29Q: 3 clusters Score -7549132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7549129.000000 Penalty: 5284.446289
	Iteration 30Q: 3 clusters Score -7549129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7549142.000000 Penalty: 5284.446289
	Iteration 31Q: 3 clusters Score -7549142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7549137.500000 Penalty: 5284.446289
	Iteration 32Q: 3 clusters Score -7549138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7549149.500000 Penalty: 5284.446289
	Iteration 33Q: 3 clusters Score -7549150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7549159.500000 Penalty: 5284.446289
	Iteration 34Q: 3 clusters Score -7549160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7549156.500000 Penalty: 5284.446289
	Iteration 35Q: 3 clusters Score -7549156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7549149.500000 Penalty: 5284.446289
	Iteration 36Q: 3 clusters Score -7549150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7549157.500000 Penalty: 5284.446289
	Iteration 37Q: 3 clusters Score -7549158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7549156.000000 Penalty: 5284.446289
	Iteration 38Q: 3 clusters Score -7549156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7549165.500000 Penalty: 5284.446289
	Iteration 39Q: 3 clusters Score -7549166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7549164.000000 Penalty: 5284.446289
	Iteration 40F: 3 clusters Score -7549164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7549167.000000 Penalty: 5284.446289
	Iteration 41Q: 3 clusters Score -7549167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7549169.500000 Penalty: 5284.446289
	Iteration 42Q: 3 clusters Score -7549170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7549166.500000 Penalty: 5284.446289
	Iteration 43Q: 3 clusters Score -7549166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7549169.000000 Penalty: 5284.446289
	Iteration 44Q: 3 clusters Score -7549169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7549168.500000 Penalty: 5284.446289
	Iteration 45Q: 3 clusters Score -7549168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7549168.500000 Penalty: 5284.446289
	Iteration 46F: 3 clusters Score -7549168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Entering Unmasked Estep 
Score: -10601534.000000 Penalty: 2723.809814
	Iteration 0F: 2 clusters Score -1.060153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -10570534.000000 Penalty: 5447.619629
	Iteration 0F: 3 clusters Score -1.057053e+07 nChanged 27487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -10585672.000000 Penalty: 5447.619629
	Iteration 1F: 3 clusters Score -1.058567e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -10586276.000000 Penalty: 5447.619629
	Iteration 2Q: 3 clusters Score -1.058628e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -10586855.000000 Penalty: 5447.619629
	Iteration 3Q: 3 clusters Score -1.058686e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -10587616.000000 Penalty: 5447.619629
	Iteration 4Q: 3 clusters Score -1.058762e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -10588682.000000 Penalty: 5447.619629
	Iteration 5Q: 3 clusters Score -1.058868e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -10589911.000000 Penalty: 5447.619629
	Iteration 6Q: 3 clusters Score -1.058991e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -10591453.000000 Penalty: 5447.619629
	Iteration 7F: 3 clusters Score -1.059145e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -10593007.000000 Penalty: 5447.619629
	Iteration 8F: 3 clusters Score -1.059301e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -10593981.000000 Penalty: 5447.619629
	Iteration 9F: 3 clusters Score -1.059398e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -10594670.000000 Penalty: 5447.619629
	Iteration 10Q: 3 clusters Score -1.059467e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -10595474.000000 Penalty: 5447.619629
	Iteration 11Q: 3 clusters Score -1.059547e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -10596218.000000 Penalty: 5447.619629
	Iteration 12Q: 3 clusters Score -1.059622e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -10596775.000000 Penalty: 5447.619629
	Iteration 13Q: 3 clusters Score -1.059678e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -10597100.000000 Penalty: 5447.619629
	Iteration 14Q: 3 clusters Score -1.05971e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -10597266.000000 Penalty: 5447.619629
	Iteration 15Q: 3 clusters Score -1.059727e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -10597345.000000 Penalty: 5447.619629
	Iteration 16Q: 3 clusters Score -1.059734e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -10597409.000000 Penalty: 5447.619629
	Iteration 17Q: 3 clusters Score -1.059741e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -10597444.000000 Penalty: 5447.619629
	Iteration 18Q: 3 clusters Score -1.059744e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -10597483.000000 Penalty: 5447.619629
	Iteration 19Q: 3 clusters Score -1.059748e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -10597500.000000 Penalty: 5447.619629
	Iteration 20F: 3 clusters Score -1.05975e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -10597502.000000 Penalty: 5447.619629
	Iteration 21Q: 3 clusters Score -1.05975e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -10597545.000000 Penalty: 5447.619629
	Iteration 22Q: 3 clusters Score -1.059754e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -10597580.000000 Penalty: 5447.619629
	Iteration 23Q: 3 clusters Score -1.059758e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -10597584.000000 Penalty: 5447.619629
	Iteration 24Q: 3 clusters Score -1.059758e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -10597594.000000 Penalty: 5447.619629
	Iteration 25Q: 3 clusters Score -1.059759e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -10597637.000000 Penalty: 5447.619629
	Iteration 26Q: 3 clusters Score -1.059764e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -10597624.000000 Penalty: 5447.619629
	Iteration 27Q: 3 clusters Score -1.059762e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -10597596.000000 Penalty: 5447.619629
	Iteration 28Q: 3 clusters Score -1.05976e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -10597610.000000 Penalty: 5447.619629
	Iteration 29Q: 3 clusters Score -1.059761e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -10597630.000000 Penalty: 5447.619629
	Iteration 30Q: 3 clusters Score -1.059763e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -10597654.000000 Penalty: 5447.619629
	Iteration 31Q: 3 clusters Score -1.059765e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -10597633.000000 Penalty: 5447.619629
	Iteration 32Q: 3 clusters Score -1.059763e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -10597655.000000 Penalty: 5447.619629
	Iteration 33Q: 3 clusters Score -1.059766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -10597614.000000 Penalty: 5447.619629
	Iteration 34Q: 3 clusters Score -1.059761e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -10597621.000000 Penalty: 5447.619629
	Iteration 35Q: 3 clusters Score -1.059762e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -10597619.000000 Penalty: 5447.619629
	Iteration 36Q: 3 clusters Score -1.059762e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10597653.000000 Penalty: 5447.619629
	Iteration 37Q: 3 clusters Score -1.059765e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -10597674.000000 Penalty: 5447.619629
	Iteration 38Q: 3 clusters Score -1.059767e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -10597706.000000 Penalty: 5447.619629
	Iteration 39Q: 3 clusters Score -1.059771e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -10597686.000000 Penalty: 5447.619629
	Iteration 40F: 3 clusters Score -1.059769e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -10597719.000000 Penalty: 5447.619629
	Iteration 41Q: 3 clusters Score -1.059772e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -10597741.000000 Penalty: 5447.619629
	Iteration 42Q: 3 clusters Score -1.059774e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -10597776.000000 Penalty: 5447.619629
	Iteration 43Q: 3 clusters Score -1.059778e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -10597787.000000 Penalty: 5447.619629
	Iteration 44Q: 3 clusters Score -1.059779e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -10597828.000000 Penalty: 5447.619629
	Iteration 45Q: 3 clusters Score -1.059783e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -10597875.000000 Penalty: 5447.619629
	Iteration 46Q: 3 clusters Score -1.059788e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -10597874.000000 Penalty: 5447.619629
	Iteration 47Q: 3 clusters Score -1.059787e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -10597896.000000 Penalty: 5447.619629
	Iteration 48Q: 3 clusters Score -1.05979e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -10597922.000000 Penalty: 5447.619629
	Iteration 49Q: 3 clusters Score -1.059792e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -10597928.000000 Penalty: 5447.619629
	Iteration 50Q: 3 clusters Score -1.059793e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -10597922.000000 Penalty: 5447.619629
	Iteration 51Q: 3 clusters Score -1.059792e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -10597935.000000 Penalty: 5447.619629
	Iteration 52Q: 3 clusters Score -1.059794e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -10597954.000000 Penalty: 5447.619629
	Iteration 53Q: 3 clusters Score -1.059795e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -10598003.000000 Penalty: 5447.619629
	Iteration 54Q: 3 clusters Score -1.0598e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10598015.000000 Penalty: 5447.619629
	Iteration 55Q: 3 clusters Score -1.059802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -10597997.000000 Penalty: 5447.619629
	Iteration 56Q: 3 clusters Score -1.0598e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -10598006.000000 Penalty: 5447.619629
	Iteration 57Q: 3 clusters Score -1.059801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -10598028.000000 Penalty: 5447.619629
	Iteration 58Q: 3 clusters Score -1.059803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -10598046.000000 Penalty: 5447.619629
	Iteration 59Q: 3 clusters Score -1.059805e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -10598064.000000 Penalty: 5447.619629
	Iteration 60F: 3 clusters Score -1.059806e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -10598047.000000 Penalty: 5447.619629
	Iteration 61Q: 3 clusters Score -1.059805e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -10598067.000000 Penalty: 5447.619629
	Iteration 62Q: 3 clusters Score -1.059807e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10598109.000000 Penalty: 5447.619629
	Iteration 63Q: 3 clusters Score -1.059811e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -10598147.000000 Penalty: 5447.619629
	Iteration 64Q: 3 clusters Score -1.059815e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -10598171.000000 Penalty: 5447.619629
	Iteration 65Q: 3 clusters Score -1.059817e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -10598230.000000 Penalty: 5447.619629
	Iteration 66Q: 3 clusters Score -1.059823e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -10598264.000000 Penalty: 5447.619629
	Iteration 67Q: 3 clusters Score -1.059826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10598275.000000 Penalty: 5447.619629
	Iteration 68Q: 3 clusters Score -1.059828e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -10598270.000000 Penalty: 5447.619629
	Iteration 69Q: 3 clusters Score -1.059827e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -10598294.000000 Penalty: 5447.619629
	Iteration 70Q: 3 clusters Score -1.059829e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10598346.000000 Penalty: 5447.619629
	Iteration 71Q: 3 clusters Score -1.059835e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -10598383.000000 Penalty: 5447.619629
	Iteration 72Q: 3 clusters Score -1.059838e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10598413.000000 Penalty: 5447.619629
	Iteration 73Q: 3 clusters Score -1.059841e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10598411.000000 Penalty: 5447.619629
	Iteration 74Q: 3 clusters Score -1.059841e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10598448.000000 Penalty: 5447.619629
	Iteration 75Q: 3 clusters Score -1.059845e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -10598506.000000 Penalty: 5447.619629
	Iteration 76Q: 3 clusters Score -1.059851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -10598510.000000 Penalty: 5447.619629
	Iteration 77Q: 3 clusters Score -1.059851e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10598549.000000 Penalty: 5447.619629
	Iteration 78Q: 3 clusters Score -1.059855e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10598577.000000 Penalty: 5447.619629
	Iteration 79Q: 3 clusters Score -1.059858e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10598600.000000 Penalty: 5447.619629
	Iteration 80F: 3 clusters Score -1.05986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10598631.000000 Penalty: 5447.619629
	Iteration 81Q: 3 clusters Score -1.059863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -10598649.000000 Penalty: 5447.619629
	Iteration 82Q: 3 clusters Score -1.059865e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10598692.000000 Penalty: 5447.619629
	Iteration 83Q: 3 clusters Score -1.059869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -10598714.000000 Penalty: 5447.619629
	Iteration 84Q: 3 clusters Score -1.059871e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10598721.000000 Penalty: 5447.619629
	Iteration 85Q: 3 clusters Score -1.059872e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -10598742.000000 Penalty: 5447.619629
	Iteration 86Q: 3 clusters Score -1.059874e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -10598750.000000 Penalty: 5447.619629
	Iteration 87Q: 3 clusters Score -1.059875e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -10598760.000000 Penalty: 5447.619629
	Iteration 88Q: 3 clusters Score -1.059876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10598816.000000 Penalty: 5447.619629
	Iteration 89Q: 3 clusters Score -1.059882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -10598808.000000 Penalty: 5447.619629
	Iteration 90Q: 3 clusters Score -1.059881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10598819.000000 Penalty: 5447.619629
	Iteration 91Q: 3 clusters Score -1.059882e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10598841.000000 Penalty: 5447.619629
	Iteration 92Q: 3 clusters Score -1.059884e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10598858.000000 Penalty: 5447.619629
	Iteration 93Q: 3 clusters Score -1.059886e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10598892.000000 Penalty: 5447.619629
	Iteration 94Q: 3 clusters Score -1.059889e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10598913.000000 Penalty: 5447.619629
	Iteration 95Q: 3 clusters Score -1.059891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10598945.000000 Penalty: 5447.619629
	Iteration 96Q: 3 clusters Score -1.059894e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10598952.000000 Penalty: 5447.619629
	Iteration 97Q: 3 clusters Score -1.059895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10598976.000000 Penalty: 5447.619629
	Iteration 98Q: 3 clusters Score -1.059898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10598988.000000 Penalty: 5447.619629
	Iteration 99Q: 3 clusters Score -1.059899e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10599001.000000 Penalty: 5447.619629
	Iteration 100F: 3 clusters Score -1.0599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10599033.000000 Penalty: 5447.619629
	Iteration 101Q: 3 clusters Score -1.059903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10599043.000000 Penalty: 5447.619629
	Iteration 102Q: 3 clusters Score -1.059904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10599056.000000 Penalty: 5447.619629
	Iteration 103Q: 3 clusters Score -1.059906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10599041.000000 Penalty: 5447.619629
	Iteration 104Q: 3 clusters Score -1.059904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10599049.000000 Penalty: 5447.619629
	Iteration 105Q: 3 clusters Score -1.059905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10599053.000000 Penalty: 5447.619629
	Iteration 106Q: 3 clusters Score -1.059905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10599045.000000 Penalty: 5447.619629
	Iteration 107Q: 3 clusters Score -1.059904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10599063.000000 Penalty: 5447.619629
	Iteration 108Q: 3 clusters Score -1.059906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10599055.000000 Penalty: 5447.619629
	Iteration 109Q: 3 clusters Score -1.059906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10599074.000000 Penalty: 5447.619629
	Iteration 110Q: 3 clusters Score -1.059907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10599086.000000 Penalty: 5447.619629
	Iteration 111Q: 3 clusters Score -1.059909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10599096.000000 Penalty: 5447.619629
	Iteration 112Q: 3 clusters Score -1.05991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10599120.000000 Penalty: 5447.619629
	Iteration 113Q: 3 clusters Score -1.059912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10599119.000000 Penalty: 5447.619629
	Iteration 114Q: 3 clusters Score -1.059912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10599114.000000 Penalty: 5447.619629
	Iteration 115Q: 3 clusters Score -1.059911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10599120.000000 Penalty: 5447.619629
	Iteration 116Q: 3 clusters Score -1.059912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10599137.000000 Penalty: 5447.619629
	Iteration 117Q: 3 clusters Score -1.059914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10599136.000000 Penalty: 5447.619629
	Iteration 118Q: 3 clusters Score -1.059914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10599134.000000 Penalty: 5447.619629
	Iteration 119Q: 3 clusters Score -1.059913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10599135.000000 Penalty: 5447.619629
	Iteration 120F: 3 clusters Score -1.059914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10599140.000000 Penalty: 5447.619629
	Iteration 121Q: 3 clusters Score -1.059914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10599152.000000 Penalty: 5447.619629
	Iteration 122Q: 3 clusters Score -1.059915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10599154.000000 Penalty: 5447.619629
	Iteration 123Q: 3 clusters Score -1.059915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10599159.000000 Penalty: 5447.619629
	Iteration 124Q: 3 clusters Score -1.059916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10599154.000000 Penalty: 5447.619629
	Iteration 125Q: 3 clusters Score -1.059915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10599159.000000 Penalty: 5447.619629
	Iteration 126Q: 3 clusters Score -1.059916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10599159.000000 Penalty: 5447.619629
	Iteration 127F: 3 clusters Score -1.059916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -768641.937500 Penalty: 2075.090332
	Iteration 0F: 2 clusters Score -768641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -764506.250000 Penalty: 4150.180664
	Iteration 0F: 3 clusters Score -764506.2 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -765389.187500 Penalty: 4150.180664
	Iteration 1F: 3 clusters Score -765389.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -765583.625000 Penalty: 4150.180664
	Iteration 2F: 3 clusters Score -765583.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -765717.312500 Penalty: 4150.180664
	Iteration 3F: 3 clusters Score -765717.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -765809.625000 Penalty: 4150.180664
	Iteration 4Q: 3 clusters Score -765809.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -765905.500000 Penalty: 4150.180664
	Iteration 5Q: 3 clusters Score -765905.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -765961.312500 Penalty: 4150.180664
	Iteration 6Q: 3 clusters Score -765961.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -766009.000000 Penalty: 4150.180664
	Iteration 7Q: 3 clusters Score -766009 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -766053.937500 Penalty: 4150.180664
	Iteration 8Q: 3 clusters Score -766053.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -766095.625000 Penalty: 4150.180664
	Iteration 9Q: 3 clusters Score -766095.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -766131.750000 Penalty: 4150.180664
	Iteration 10Q: 3 clusters Score -766131.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -766159.250000 Penalty: 4150.180664
	Iteration 11Q: 3 clusters Score -766159.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -766182.375000 Penalty: 4150.180664
	Iteration 12Q: 3 clusters Score -766182.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -766211.750000 Penalty: 4150.180664
	Iteration 13Q: 3 clusters Score -766211.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -766238.375000 Penalty: 4150.180664
	Iteration 14Q: 3 clusters Score -766238.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -766262.625000 Penalty: 4150.180664
	Iteration 15Q: 3 clusters Score -766262.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -766283.500000 Penalty: 4150.180664
	Iteration 16Q: 3 clusters Score -766283.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -766297.812500 Penalty: 4150.180664
	Iteration 17Q: 3 clusters Score -766297.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -766308.812500 Penalty: 4150.180664
	Iteration 18Q: 3 clusters Score -766308.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -766320.437500 Penalty: 4150.180664
	Iteration 19Q: 3 clusters Score -766320.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -766330.187500 Penalty: 4150.180664
	Iteration 20F: 3 clusters Score -766330.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -766336.375000 Penalty: 4150.180664
	Iteration 21Q: 3 clusters Score -766336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -766342.000000 Penalty: 4150.180664
	Iteration 22Q: 3 clusters Score -766342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -766347.875000 Penalty: 4150.180664
	Iteration 23Q: 3 clusters Score -766347.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -766351.875000 Penalty: 4150.180664
	Iteration 24Q: 3 clusters Score -766351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -766356.812500 Penalty: 4150.180664
	Iteration 25Q: 3 clusters Score -766356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -766358.937500 Penalty: 4150.180664
	Iteration 26Q: 3 clusters Score -766358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -766361.812500 Penalty: 4150.180664
	Iteration 27Q: 3 clusters Score -766361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -766362.375000 Penalty: 4150.180664
	Iteration 28Q: 3 clusters Score -766362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -766365.437500 Penalty: 4150.180664
	Iteration 29Q: 3 clusters Score -766365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -766367.687500 Penalty: 4150.180664
	Iteration 30Q: 3 clusters Score -766367.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -766371.125000 Penalty: 4150.180664
	Iteration 31Q: 3 clusters Score -766371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -766370.312500 Penalty: 4150.180664
	Iteration 32Q: 3 clusters Score -766370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -766369.875000 Penalty: 4150.180664
	Iteration 33Q: 3 clusters Score -766369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -766370.312500 Penalty: 4150.180664
	Iteration 34Q: 3 clusters Score -766370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -766369.937500 Penalty: 4150.180664
	Iteration 35Q: 3 clusters Score -766369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -766372.062500 Penalty: 4150.180664
	Iteration 36Q: 3 clusters Score -766372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -766372.125000 Penalty: 4150.180664
	Iteration 37Q: 3 clusters Score -766372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -766374.500000 Penalty: 4150.180664
	Iteration 38Q: 3 clusters Score -766374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -766378.437500 Penalty: 4150.180664
	Iteration 39Q: 3 clusters Score -766378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -766379.937500 Penalty: 4150.180664
	Iteration 40F: 3 clusters Score -766379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -766381.250000 Penalty: 4150.180664
	Iteration 41Q: 3 clusters Score -766381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -766382.062500 Penalty: 4150.180664
	Iteration 42Q: 3 clusters Score -766382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -766384.125000 Penalty: 4150.180664
	Iteration 43Q: 3 clusters Score -766384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -766385.500000 Penalty: 4150.180664
	Iteration 44Q: 3 clusters Score -766385.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -766390.062500 Penalty: 4150.180664
	Iteration 45Q: 3 clusters Score -766390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -766389.937500 Penalty: 4150.180664
	Iteration 46Q: 3 clusters Score -766389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -766391.875000 Penalty: 4150.180664
	Iteration 47Q: 3 clusters Score -766391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -766391.750000 Penalty: 4150.180664
	Iteration 48Q: 3 clusters Score -766391.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -766394.625000 Penalty: 4150.180664
	Iteration 49Q: 3 clusters Score -766394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -766396.625000 Penalty: 4150.180664
	Iteration 50Q: 3 clusters Score -766396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -766398.750000 Penalty: 4150.180664
	Iteration 51Q: 3 clusters Score -766398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -766400.687500 Penalty: 4150.180664
	Iteration 52Q: 3 clusters Score -766400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -766398.812500 Penalty: 4150.180664
	Iteration 53Q: 3 clusters Score -766398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -766400.250000 Penalty: 4150.180664
	Iteration 54Q: 3 clusters Score -766400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -766399.937500 Penalty: 4150.180664
	Iteration 55Q: 3 clusters Score -766399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -766399.937500 Penalty: 4150.180664
	Iteration 56F: 3 clusters Score -766399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Entering Unmasked Estep 
Score: -9054161.000000 Penalty: 2684.151855
	Iteration 0F: 2 clusters Score -9054161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -9022299.000000 Penalty: 5368.303711
	Iteration 0F: 3 clusters Score -9022299 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -9035260.000000 Penalty: 5368.303711
	Iteration 1F: 3 clusters Score -9035260 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -9035804.000000 Penalty: 5368.303711
	Iteration 2Q: 3 clusters Score -9035804 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -9036325.000000 Penalty: 5368.303711
	Iteration 3Q: 3 clusters Score -9036325 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -9036853.000000 Penalty: 5368.303711
	Iteration 4Q: 3 clusters Score -9036853 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -9037344.000000 Penalty: 5368.303711
	Iteration 5Q: 3 clusters Score -9037344 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -9037848.000000 Penalty: 5368.303711
	Iteration 6Q: 3 clusters Score -9037848 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -9038351.000000 Penalty: 5368.303711
	Iteration 7Q: 3 clusters Score -9038351 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -9038770.000000 Penalty: 5368.303711
	Iteration 8Q: 3 clusters Score -9038770 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -9039232.000000 Penalty: 5368.303711
	Iteration 9Q: 3 clusters Score -9039232 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -9039748.000000 Penalty: 5368.303711
	Iteration 10Q: 3 clusters Score -9039748 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -9040248.000000 Penalty: 5368.303711
	Iteration 11Q: 3 clusters Score -9040248 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -9040835.000000 Penalty: 5368.303711
	Iteration 12Q: 3 clusters Score -9040835 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -9041471.000000 Penalty: 5368.303711
	Iteration 13Q: 3 clusters Score -9041471 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -9042330.000000 Penalty: 5368.303711
	Iteration 14Q: 3 clusters Score -9042330 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -9043316.000000 Penalty: 5368.303711
	Iteration 15Q: 3 clusters Score -9043316 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -9044482.000000 Penalty: 5368.303711
	Iteration 16Q: 3 clusters Score -9044482 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -9045572.000000 Penalty: 5368.303711
	Iteration 17Q: 3 clusters Score -9045572 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -9046378.000000 Penalty: 5368.303711
	Iteration 18Q: 3 clusters Score -9046378 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -9046906.000000 Penalty: 5368.303711
	Iteration 19Q: 3 clusters Score -9046906 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -9047365.000000 Penalty: 5368.303711
	Iteration 20F: 3 clusters Score -9047365 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -9047689.000000 Penalty: 5368.303711
	Iteration 21Q: 3 clusters Score -9047689 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -9048118.000000 Penalty: 5368.303711
	Iteration 22Q: 3 clusters Score -9048118 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -9048521.000000 Penalty: 5368.303711
	Iteration 23Q: 3 clusters Score -9048521 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -9048915.000000 Penalty: 5368.303711
	Iteration 24Q: 3 clusters Score -9048915 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -9049389.000000 Penalty: 5368.303711
	Iteration 25Q: 3 clusters Score -9049389 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -9049774.000000 Penalty: 5368.303711
	Iteration 26Q: 3 clusters Score -9049774 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -9050043.000000 Penalty: 5368.303711
	Iteration 27Q: 3 clusters Score -9050043 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -9050349.000000 Penalty: 5368.303711
	Iteration 28Q: 3 clusters Score -9050349 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9050609.000000 Penalty: 5368.303711
	Iteration 29Q: 3 clusters Score -9050609 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -9050841.000000 Penalty: 5368.303711
	Iteration 30Q: 3 clusters Score -9050841 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -9051055.000000 Penalty: 5368.303711
	Iteration 31Q: 3 clusters Score -9051055 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9051260.000000 Penalty: 5368.303711
	Iteration 32Q: 3 clusters Score -9051260 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9051460.000000 Penalty: 5368.303711
	Iteration 33Q: 3 clusters Score -9051460 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9051558.000000 Penalty: 5368.303711
	Iteration 34Q: 3 clusters Score -9051558 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9051666.000000 Penalty: 5368.303711
	Iteration 35Q: 3 clusters Score -9051666 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9051736.000000 Penalty: 5368.303711
	Iteration 36Q: 3 clusters Score -9051736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9051760.000000 Penalty: 5368.303711
	Iteration 37Q: 3 clusters Score -9051760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9051794.000000 Penalty: 5368.303711
	Iteration 38Q: 3 clusters Score -9051794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9051839.000000 Penalty: 5368.303711
	Iteration 39Q: 3 clusters Score -9051839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9051854.000000 Penalty: 5368.303711
	Iteration 40F: 3 clusters Score -9051854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9051872.000000 Penalty: 5368.303711
	Iteration 41Q: 3 clusters Score -9051872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9051873.000000 Penalty: 5368.303711
	Iteration 42Q: 3 clusters Score -9051873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9051902.000000 Penalty: 5368.303711
	Iteration 43Q: 3 clusters Score -9051902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9051907.000000 Penalty: 5368.303711
	Iteration 44Q: 3 clusters Score -9051907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9051912.000000 Penalty: 5368.303711
	Iteration 45Q: 3 clusters Score -9051912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9051908.000000 Penalty: 5368.303711
	Iteration 46Q: 3 clusters Score -9051908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9051914.000000 Penalty: 5368.303711
	Iteration 47Q: 3 clusters Score -9051914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9051922.000000 Penalty: 5368.303711
	Iteration 48Q: 3 clusters Score -9051922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9051921.000000 Penalty: 5368.303711
	Iteration 49Q: 3 clusters Score -9051921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9051922.000000 Penalty: 5368.303711
	Iteration 50Q: 3 clusters Score -9051922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9051929.000000 Penalty: 5368.303711
	Iteration 51Q: 3 clusters Score -9051929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9051939.000000 Penalty: 5368.303711
	Iteration 52Q: 3 clusters Score -9051939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9051943.000000 Penalty: 5368.303711
	Iteration 53Q: 3 clusters Score -9051943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9051939.000000 Penalty: 5368.303711
	Iteration 54Q: 3 clusters Score -9051939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9051939.000000 Penalty: 5368.303711
	Iteration 55Q: 3 clusters Score -9051939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9051943.000000 Penalty: 5368.303711
	Iteration 56Q: 3 clusters Score -9051943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9051941.000000 Penalty: 5368.303711
	Iteration 57Q: 3 clusters Score -9051941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9051937.000000 Penalty: 5368.303711
	Iteration 58Q: 3 clusters Score -9051937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9051936.000000 Penalty: 5368.303711
	Iteration 59Q: 3 clusters Score -9051936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9051941.000000 Penalty: 5368.303711
	Iteration 60F: 3 clusters Score -9051941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9051937.000000 Penalty: 5368.303711
	Iteration 61Q: 3 clusters Score -9051937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9051947.000000 Penalty: 5368.303711
	Iteration 62Q: 3 clusters Score -9051947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9051942.000000 Penalty: 5368.303711
	Iteration 63Q: 3 clusters Score -9051942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9051949.000000 Penalty: 5368.303711
	Iteration 64Q: 3 clusters Score -9051949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9051951.000000 Penalty: 5368.303711
	Iteration 65Q: 3 clusters Score -9051951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9051947.000000 Penalty: 5368.303711
	Iteration 66Q: 3 clusters Score -9051947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9051947.000000 Penalty: 5368.303711
	Iteration 67F: 3 clusters Score -9051947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Entering Unmasked Estep 
Score: -8922335.000000 Penalty: 2680.080078
	Iteration 0F: 2 clusters Score -8922335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8891434.000000 Penalty: 5360.160156
	Iteration 0F: 3 clusters Score -8891434 nChanged 22824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -8904172.000000 Penalty: 5360.160156
	Iteration 1F: 3 clusters Score -8904172 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -8904748.000000 Penalty: 5360.160156
	Iteration 2Q: 3 clusters Score -8904748 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -8905382.000000 Penalty: 5360.160156
	Iteration 3Q: 3 clusters Score -8905382 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -8906059.000000 Penalty: 5360.160156
	Iteration 4Q: 3 clusters Score -8906059 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -8907064.000000 Penalty: 5360.160156
	Iteration 5Q: 3 clusters Score -8907064 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -8908545.000000 Penalty: 5360.160156
	Iteration 6F: 3 clusters Score -8908545 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -8910725.000000 Penalty: 5360.160156
	Iteration 7F: 3 clusters Score -8910725 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -8913608.000000 Penalty: 5360.160156
	Iteration 8F: 3 clusters Score -8913608 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -8916427.000000 Penalty: 5360.160156
	Iteration 9F: 3 clusters Score -8916427 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8918230.000000 Penalty: 5360.160156
	Iteration 10F: 3 clusters Score -8918230 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8919082.000000 Penalty: 5360.160156
	Iteration 11Q: 3 clusters Score -8919082 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8919591.000000 Penalty: 5360.160156
	Iteration 12Q: 3 clusters Score -8919591 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8919791.000000 Penalty: 5360.160156
	Iteration 13Q: 3 clusters Score -8919791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8919903.000000 Penalty: 5360.160156
	Iteration 14Q: 3 clusters Score -8919903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8919961.000000 Penalty: 5360.160156
	Iteration 15Q: 3 clusters Score -8919961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8920010.000000 Penalty: 5360.160156
	Iteration 16Q: 3 clusters Score -8920010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8920026.000000 Penalty: 5360.160156
	Iteration 17Q: 3 clusters Score -8920026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8920038.000000 Penalty: 5360.160156
	Iteration 18Q: 3 clusters Score -8920038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8920033.000000 Penalty: 5360.160156
	Iteration 19Q: 3 clusters Score -8920033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8920035.000000 Penalty: 5360.160156
	Iteration 20F: 3 clusters Score -8920035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8920040.000000 Penalty: 5360.160156
	Iteration 21Q: 3 clusters Score -8920040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8920040.000000 Penalty: 5360.160156
	Iteration 22F: 3 clusters Score -8920040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Entering Unmasked Estep 
Score: -8018167.000000 Penalty: 2653.796387
	Iteration 0F: 2 clusters Score -8018167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -7989123.500000 Penalty: 5307.592773
	Iteration 0F: 3 clusters Score -7989124 nChanged 20733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8000545.500000 Penalty: 5307.592773
	Iteration 1F: 3 clusters Score -8000546 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -8001162.000000 Penalty: 5307.592773
	Iteration 2Q: 3 clusters Score -8001162 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8001756.000000 Penalty: 5307.592773
	Iteration 3Q: 3 clusters Score -8001756 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -8002398.500000 Penalty: 5307.592773
	Iteration 4Q: 3 clusters Score -8002398 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -8003174.000000 Penalty: 5307.592773
	Iteration 5Q: 3 clusters Score -8003174 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -8003981.000000 Penalty: 5307.592773
	Iteration 6Q: 3 clusters Score -8003981 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -8004971.000000 Penalty: 5307.592773
	Iteration 7Q: 3 clusters Score -8004971 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -8006049.000000 Penalty: 5307.592773
	Iteration 8Q: 3 clusters Score -8006049 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -8007368.500000 Penalty: 5307.592773
	Iteration 9Q: 3 clusters Score -8007368 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -8008797.500000 Penalty: 5307.592773
	Iteration 10Q: 3 clusters Score -8008798 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -8010106.500000 Penalty: 5307.592773
	Iteration 11Q: 3 clusters Score -8010106 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -8011052.000000 Penalty: 5307.592773
	Iteration 12Q: 3 clusters Score -8011052 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -8011692.500000 Penalty: 5307.592773
	Iteration 13Q: 3 clusters Score -8011692 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -8012193.500000 Penalty: 5307.592773
	Iteration 14Q: 3 clusters Score -8012194 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8012603.500000 Penalty: 5307.592773
	Iteration 15Q: 3 clusters Score -8012604 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -8012940.000000 Penalty: 5307.592773
	Iteration 16Q: 3 clusters Score -8012940 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -8013223.000000 Penalty: 5307.592773
	Iteration 17Q: 3 clusters Score -8013223 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -8013468.500000 Penalty: 5307.592773
	Iteration 18Q: 3 clusters Score -8013468 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -8013719.500000 Penalty: 5307.592773
	Iteration 19Q: 3 clusters Score -8013720 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -8013961.000000 Penalty: 5307.592773
	Iteration 20F: 3 clusters Score -8013961 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -8014155.000000 Penalty: 5307.592773
	Iteration 21Q: 3 clusters Score -8014155 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8014391.000000 Penalty: 5307.592773
	Iteration 22Q: 3 clusters Score -8014391 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8014589.000000 Penalty: 5307.592773
	Iteration 23Q: 3 clusters Score -8014589 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8014797.000000 Penalty: 5307.592773
	Iteration 24Q: 3 clusters Score -8014797 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8014995.500000 Penalty: 5307.592773
	Iteration 25Q: 3 clusters Score -8014996 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8015124.000000 Penalty: 5307.592773
	Iteration 26Q: 3 clusters Score -8015124 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8015292.500000 Penalty: 5307.592773
	Iteration 27Q: 3 clusters Score -8015292 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8015442.000000 Penalty: 5307.592773
	Iteration 28Q: 3 clusters Score -8015442 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8015561.000000 Penalty: 5307.592773
	Iteration 29Q: 3 clusters Score -8015561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8015698.000000 Penalty: 5307.592773
	Iteration 30Q: 3 clusters Score -8015698 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8015823.500000 Penalty: 5307.592773
	Iteration 31Q: 3 clusters Score -8015824 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8015970.500000 Penalty: 5307.592773
	Iteration 32Q: 3 clusters Score -8015970 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8016090.000000 Penalty: 5307.592773
	Iteration 33Q: 3 clusters Score -8016090 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8016171.000000 Penalty: 5307.592773
	Iteration 34Q: 3 clusters Score -8016171 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8016251.000000 Penalty: 5307.592773
	Iteration 35Q: 3 clusters Score -8016251 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8016311.000000 Penalty: 5307.592773
	Iteration 36Q: 3 clusters Score -8016311 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8016390.500000 Penalty: 5307.592773
	Iteration 37Q: 3 clusters Score -8016390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8016467.500000 Penalty: 5307.592773
	Iteration 38Q: 3 clusters Score -8016468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8016516.500000 Penalty: 5307.592773
	Iteration 39Q: 3 clusters Score -8016516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8016570.000000 Penalty: 5307.592773
	Iteration 40F: 3 clusters Score -8016570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8016598.500000 Penalty: 5307.592773
	Iteration 41Q: 3 clusters Score -8016598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8016607.500000 Penalty: 5307.592773
	Iteration 42Q: 3 clusters Score -8016608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8016621.000000 Penalty: 5307.592773
	Iteration 43Q: 3 clusters Score -8016621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8016626.000000 Penalty: 5307.592773
	Iteration 44Q: 3 clusters Score -8016626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8016629.000000 Penalty: 5307.592773
	Iteration 45Q: 3 clusters Score -8016629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8016640.500000 Penalty: 5307.592773
	Iteration 46Q: 3 clusters Score -8016640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8016649.000000 Penalty: 5307.592773
	Iteration 47Q: 3 clusters Score -8016649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8016658.000000 Penalty: 5307.592773
	Iteration 48Q: 3 clusters Score -8016658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8016658.000000 Penalty: 5307.592773
	Iteration 49Q: 3 clusters Score -8016658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8016668.500000 Penalty: 5307.592773
	Iteration 50Q: 3 clusters Score -8016668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8016666.000000 Penalty: 5307.592773
	Iteration 51Q: 3 clusters Score -8016666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8016664.000000 Penalty: 5307.592773
	Iteration 52Q: 3 clusters Score -8016664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8016668.000000 Penalty: 5307.592773
	Iteration 53Q: 3 clusters Score -8016668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8016668.000000 Penalty: 5307.592773
	Iteration 54F: 3 clusters Score -8016668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -262014.218750 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -262014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -259683.609375 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -259683.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -260386.515625 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -260386.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -260723.156250 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -260723.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -260997.781250 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -260997.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -261208.546875 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -261208.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -261402.203125 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -261402.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -261573.281250 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -261573.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -261702.046875 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -261702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -261787.312500 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -261787.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -261859.640625 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -261859.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -261922.546875 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -261922.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -261970.687500 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -261970.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -261996.187500 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -261996.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -262016.453125 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -262016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -262032.437500 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -262032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -262040.531250 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -262040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -262049.609375 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -262049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -262056.703125 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -262056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -262059.015625 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -262059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -262070.531250 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -262070.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -262088.687500 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -262088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -262102.796875 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -262102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -262115.343750 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -262115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -262132.828125 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -262132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -262166.125000 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -262166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -262189.625000 Penalty: 3673.427246
	Iteration 25Q: 3 clusters Score -262189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -262191.093750 Penalty: 3673.427246
	Iteration 26Q: 3 clusters Score -262191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -262192.281250 Penalty: 3673.427246
	Iteration 27Q: 3 clusters Score -262192.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -262200.406250 Penalty: 3673.427246
	Iteration 28Q: 3 clusters Score -262200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -262205.500000 Penalty: 3673.427246
	Iteration 29Q: 3 clusters Score -262205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -262206.968750 Penalty: 3673.427246
	Iteration 30Q: 3 clusters Score -262207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -262208.562500 Penalty: 3673.427246
	Iteration 31Q: 3 clusters Score -262208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -262210.281250 Penalty: 3673.427246
	Iteration 32Q: 3 clusters Score -262210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -262210.281250 Penalty: 3673.427246
	Iteration 33F: 3 clusters Score -262210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58871 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50171 members 
Mstep: Class 20 contains 49354 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 43924 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44465 members 
Mstep: Class 32 contains 43767 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 373 members 
Entering Unmasked Estep 
Score: -196410224.000000 Penalty: 131281.953125
Splitting cluster 22 changes total score from -196411296.000000 to -196410224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (43924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Entering Unmasked Estep 
Score: -7934525.500000 Penalty: 2651.173584
	Iteration 0F: 2 clusters Score -7934526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -7905930.500000 Penalty: 5302.347168
	Iteration 0F: 3 clusters Score -7905930 nChanged 20125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -7916834.000000 Penalty: 5302.347168
	Iteration 1F: 3 clusters Score -7916834 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -7917459.000000 Penalty: 5302.347168
	Iteration 2Q: 3 clusters Score -7917459 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -7918317.000000 Penalty: 5302.347168
	Iteration 3Q: 3 clusters Score -7918317 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -7919478.000000 Penalty: 5302.347168
	Iteration 4F: 3 clusters Score -7919478 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -7921335.500000 Penalty: 5302.347168
	Iteration 5F: 3 clusters Score -7921336 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -7923908.000000 Penalty: 5302.347168
	Iteration 6F: 3 clusters Score -7923908 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -7926809.500000 Penalty: 5302.347168
	Iteration 7F: 3 clusters Score -7926810 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7929269.500000 Penalty: 5302.347168
	Iteration 8F: 3 clusters Score -7929270 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7930771.500000 Penalty: 5302.347168
	Iteration 9Q: 3 clusters Score -7930772 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -7931589.000000 Penalty: 5302.347168
	Iteration 10Q: 3 clusters Score -7931589 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -7931879.500000 Penalty: 5302.347168
	Iteration 11Q: 3 clusters Score -7931880 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -7932024.000000 Penalty: 5302.347168
	Iteration 12Q: 3 clusters Score -7932024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -7932103.000000 Penalty: 5302.347168
	Iteration 13Q: 3 clusters Score -7932103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -7932139.500000 Penalty: 5302.347168
	Iteration 14Q: 3 clusters Score -7932140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -7932168.000000 Penalty: 5302.347168
	Iteration 15Q: 3 clusters Score -7932168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -7932191.000000 Penalty: 5302.347168
	Iteration 16Q: 3 clusters Score -7932191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -7932217.000000 Penalty: 5302.347168
	Iteration 17Q: 3 clusters Score -7932217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -7932236.000000 Penalty: 5302.347168
	Iteration 18Q: 3 clusters Score -7932236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -7932246.500000 Penalty: 5302.347168
	Iteration 19Q: 3 clusters Score -7932246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -7932258.500000 Penalty: 5302.347168
	Iteration 20F: 3 clusters Score -7932258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -7932273.500000 Penalty: 5302.347168
	Iteration 21Q: 3 clusters Score -7932274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7932275.500000 Penalty: 5302.347168
	Iteration 22Q: 3 clusters Score -7932276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -7932277.000000 Penalty: 5302.347168
	Iteration 23Q: 3 clusters Score -7932277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7932279.500000 Penalty: 5302.347168
	Iteration 24Q: 3 clusters Score -7932280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7932279.500000 Penalty: 5302.347168
	Iteration 25F: 3 clusters Score -7932280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Entering Unmasked Estep 
Score: -1914577.375000 Penalty: 2303.938721
	Iteration 0F: 2 clusters Score -1914577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1906350.875000 Penalty: 4607.877441
	Iteration 0F: 3 clusters Score -1906351 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1908828.625000 Penalty: 4607.877441
	Iteration 1F: 3 clusters Score -1908829 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1909194.125000 Penalty: 4607.877441
	Iteration 2F: 3 clusters Score -1909194 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1909471.125000 Penalty: 4607.877441
	Iteration 3F: 3 clusters Score -1909471 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1909698.500000 Penalty: 4607.877441
	Iteration 4Q: 3 clusters Score -1909698 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1909945.375000 Penalty: 4607.877441
	Iteration 5Q: 3 clusters Score -1909945 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1910246.625000 Penalty: 4607.877441
	Iteration 6Q: 3 clusters Score -1910247 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1910590.375000 Penalty: 4607.877441
	Iteration 7Q: 3 clusters Score -1910590 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1911020.125000 Penalty: 4607.877441
	Iteration 8F: 3 clusters Score -1911020 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1911477.125000 Penalty: 4607.877441
	Iteration 9F: 3 clusters Score -1911477 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1911913.750000 Penalty: 4607.877441
	Iteration 10Q: 3 clusters Score -1911914 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1912257.625000 Penalty: 4607.877441
	Iteration 11Q: 3 clusters Score -1912258 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1912479.250000 Penalty: 4607.877441
	Iteration 12Q: 3 clusters Score -1912479 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1912598.375000 Penalty: 4607.877441
	Iteration 13Q: 3 clusters Score -1912598 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1912692.250000 Penalty: 4607.877441
	Iteration 14Q: 3 clusters Score -1912692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1912773.125000 Penalty: 4607.877441
	Iteration 15Q: 3 clusters Score -1912773 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1912826.625000 Penalty: 4607.877441
	Iteration 16Q: 3 clusters Score -1912827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1912852.750000 Penalty: 4607.877441
	Iteration 17Q: 3 clusters Score -1912853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1912875.625000 Penalty: 4607.877441
	Iteration 18Q: 3 clusters Score -1912876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1912882.875000 Penalty: 4607.877441
	Iteration 19Q: 3 clusters Score -1912883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1912893.375000 Penalty: 4607.877441
	Iteration 20F: 3 clusters Score -1912893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1912898.250000 Penalty: 4607.877441
	Iteration 21Q: 3 clusters Score -1912898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1912907.375000 Penalty: 4607.877441
	Iteration 22Q: 3 clusters Score -1912907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1912910.750000 Penalty: 4607.877441
	Iteration 23Q: 3 clusters Score -1912911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1912913.375000 Penalty: 4607.877441
	Iteration 24Q: 3 clusters Score -1912913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1912923.250000 Penalty: 4607.877441
	Iteration 25Q: 3 clusters Score -1912923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1912924.250000 Penalty: 4607.877441
	Iteration 26Q: 3 clusters Score -1912924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1912927.375000 Penalty: 4607.877441
	Iteration 27Q: 3 clusters Score -1912927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1912926.875000 Penalty: 4607.877441
	Iteration 28Q: 3 clusters Score -1912927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1912928.000000 Penalty: 4607.877441
	Iteration 29Q: 3 clusters Score -1912928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1912928.875000 Penalty: 4607.877441
	Iteration 30Q: 3 clusters Score -1912929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1912934.125000 Penalty: 4607.877441
	Iteration 31Q: 3 clusters Score -1912934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1912934.125000 Penalty: 4607.877441
	Iteration 32Q: 3 clusters Score -1912934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1912934.125000 Penalty: 4607.877441
	Iteration 33F: 3 clusters Score -1912934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -404536.437500 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -404536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -401619.968750 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -401620 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -402342.187500 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -402342.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -402672.562500 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -402672.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -402969.500000 Penalty: 3866.844971
	Iteration 3F: 3 clusters Score -402969.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -403194.968750 Penalty: 3866.844971
	Iteration 4F: 3 clusters Score -403195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -403367.656250 Penalty: 3866.844971
	Iteration 5F: 3 clusters Score -403367.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -403508.281250 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -403508.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -403610.312500 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -403610.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -403686.406250 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -403686.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -403742.750000 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -403742.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -403773.750000 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -403773.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -403792.250000 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -403792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -403802.500000 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -403802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -403808.718750 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -403808.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -403819.875000 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -403819.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -403830.968750 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -403831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -403836.406250 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -403836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -403842.281250 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -403842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -403843.312500 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -403843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -403843.312500 Penalty: 3866.844971
	Iteration 19F: 3 clusters Score -403843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Entering Unmasked Estep 
Score: -2443049.000000 Penalty: 2374.974609
	Iteration 0F: 2 clusters Score -2443049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2432606.000000 Penalty: 4749.949219
	Iteration 0F: 3 clusters Score -2432606 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2436083.750000 Penalty: 4749.949219
	Iteration 1F: 3 clusters Score -2436084 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2436740.000000 Penalty: 4749.949219
	Iteration 2F: 3 clusters Score -2436740 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2437346.750000 Penalty: 4749.949219
	Iteration 3F: 3 clusters Score -2437347 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2437977.250000 Penalty: 4749.949219
	Iteration 4F: 3 clusters Score -2437977 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2438709.500000 Penalty: 4749.949219
	Iteration 5F: 3 clusters Score -2438710 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2439497.000000 Penalty: 4749.949219
	Iteration 6F: 3 clusters Score -2439497 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2440287.250000 Penalty: 4749.949219
	Iteration 7F: 3 clusters Score -2440287 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2441046.250000 Penalty: 4749.949219
	Iteration 8F: 3 clusters Score -2441046 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2441663.750000 Penalty: 4749.949219
	Iteration 9Q: 3 clusters Score -2441664 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2442027.750000 Penalty: 4749.949219
	Iteration 10Q: 3 clusters Score -2442028 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2442264.250000 Penalty: 4749.949219
	Iteration 11Q: 3 clusters Score -2442264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2442396.500000 Penalty: 4749.949219
	Iteration 12Q: 3 clusters Score -2442396 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2442477.750000 Penalty: 4749.949219
	Iteration 13Q: 3 clusters Score -2442478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2442525.000000 Penalty: 4749.949219
	Iteration 14Q: 3 clusters Score -2442525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2442573.500000 Penalty: 4749.949219
	Iteration 15Q: 3 clusters Score -2442574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2442619.250000 Penalty: 4749.949219
	Iteration 16Q: 3 clusters Score -2442619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2442656.500000 Penalty: 4749.949219
	Iteration 17Q: 3 clusters Score -2442656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2442694.500000 Penalty: 4749.949219
	Iteration 18Q: 3 clusters Score -2442694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2442712.000000 Penalty: 4749.949219
	Iteration 19Q: 3 clusters Score -2442712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2442745.500000 Penalty: 4749.949219
	Iteration 20F: 3 clusters Score -2442746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2442759.000000 Penalty: 4749.949219
	Iteration 21Q: 3 clusters Score -2442759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2442765.500000 Penalty: 4749.949219
	Iteration 22Q: 3 clusters Score -2442766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2442766.250000 Penalty: 4749.949219
	Iteration 23Q: 3 clusters Score -2442766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2442771.500000 Penalty: 4749.949219
	Iteration 24Q: 3 clusters Score -2442772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2442772.500000 Penalty: 4749.949219
	Iteration 25Q: 3 clusters Score -2442772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2442779.250000 Penalty: 4749.949219
	Iteration 26Q: 3 clusters Score -2442779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2442779.000000 Penalty: 4749.949219
	Iteration 27Q: 3 clusters Score -2442779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2442778.000000 Penalty: 4749.949219
	Iteration 28Q: 3 clusters Score -2442778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2442779.250000 Penalty: 4749.949219
	Iteration 29Q: 3 clusters Score -2442779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2442782.750000 Penalty: 4749.949219
	Iteration 30Q: 3 clusters Score -2442783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2442783.250000 Penalty: 4749.949219
	Iteration 31Q: 3 clusters Score -2442783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2442787.000000 Penalty: 4749.949219
	Iteration 32Q: 3 clusters Score -2442787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2442792.000000 Penalty: 4749.949219
	Iteration 33Q: 3 clusters Score -2442792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2442794.250000 Penalty: 4749.949219
	Iteration 34Q: 3 clusters Score -2442794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2442796.000000 Penalty: 4749.949219
	Iteration 35Q: 3 clusters Score -2442796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2442800.500000 Penalty: 4749.949219
	Iteration 36Q: 3 clusters Score -2442800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2442798.750000 Penalty: 4749.949219
	Iteration 37Q: 3 clusters Score -2442799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2442798.750000 Penalty: 4749.949219
	Iteration 38F: 3 clusters Score -2442799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -119073.945312 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117333.750000 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117333.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118203.835938 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -118203.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118739.367188 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -118739.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119077.585938 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -119077.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119211.929688 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -119211.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119295.632812 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -119295.6 nChanged 19
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: -119381.007812 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -119381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119437.625000 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -119437.6 nChanged 8
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: -119458.695312 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -119458.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119476.976562 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -119477 nChanged 2
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: -119485.679688 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -119485.7 nChanged 4
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: -119493.445312 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119493.4 nChanged 3
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: -119502.578125 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119502.6 nChanged 1
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: -119503.742188 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119504.539062 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119508.468750 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119508.5 nChanged 2
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: -119512.281250 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119512.3 nChanged 2
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: -119514.031250 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119514 nChanged 1
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: -119514.515625 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -119514.5 nChanged 1
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: -119515.375000 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -119515.4 nChanged 1
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: -119516.039062 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58871 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50171 members 
Mstep: Class 20 contains 49354 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43924 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44465 members 
Mstep: Class 32 contains 43767 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 475 members 
Entering Unmasked Estep 
Score: -196410352.000000 Penalty: 131281.953125
Splitting cluster 27 changes total score from -196411296.000000 to -196410352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (48291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Entering Unmasked Estep 
Score: -8603056.000000 Penalty: 2674.680176
	Iteration 0F: 2 clusters Score -8603056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8572450.000000 Penalty: 5349.360352
	Iteration 0F: 3 clusters Score -8572450 nChanged 22339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -8584813.000000 Penalty: 5349.360352
	Iteration 1F: 3 clusters Score -8584813 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -8585358.000000 Penalty: 5349.360352
	Iteration 2Q: 3 clusters Score -8585358 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -8585821.000000 Penalty: 5349.360352
	Iteration 3Q: 3 clusters Score -8585821 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -8586329.000000 Penalty: 5349.360352
	Iteration 4Q: 3 clusters Score -8586329 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -8586908.000000 Penalty: 5349.360352
	Iteration 5Q: 3 clusters Score -8586908 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -8587718.000000 Penalty: 5349.360352
	Iteration 6Q: 3 clusters Score -8587718 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -8588904.000000 Penalty: 5349.360352
	Iteration 7Q: 3 clusters Score -8588904 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -8590591.000000 Penalty: 5349.360352
	Iteration 8F: 3 clusters Score -8590591 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -8592589.000000 Penalty: 5349.360352
	Iteration 9F: 3 clusters Score -8592589 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -8594690.000000 Penalty: 5349.360352
	Iteration 10F: 3 clusters Score -8594690 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8596556.000000 Penalty: 5349.360352
	Iteration 11F: 3 clusters Score -8596556 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8598007.000000 Penalty: 5349.360352
	Iteration 12Q: 3 clusters Score -8598007 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8599073.000000 Penalty: 5349.360352
	Iteration 13Q: 3 clusters Score -8599073 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8599698.000000 Penalty: 5349.360352
	Iteration 14Q: 3 clusters Score -8599698 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -8600060.000000 Penalty: 5349.360352
	Iteration 15Q: 3 clusters Score -8600060 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -8600280.000000 Penalty: 5349.360352
	Iteration 16Q: 3 clusters Score -8600280 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -8600458.000000 Penalty: 5349.360352
	Iteration 17Q: 3 clusters Score -8600458 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -8600557.000000 Penalty: 5349.360352
	Iteration 18Q: 3 clusters Score -8600557 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -8600629.000000 Penalty: 5349.360352
	Iteration 19Q: 3 clusters Score -8600629 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -8600718.000000 Penalty: 5349.360352
	Iteration 20F: 3 clusters Score -8600718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -8600767.000000 Penalty: 5349.360352
	Iteration 21Q: 3 clusters Score -8600767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -8600802.000000 Penalty: 5349.360352
	Iteration 22Q: 3 clusters Score -8600802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -8600835.000000 Penalty: 5349.360352
	Iteration 23Q: 3 clusters Score -8600835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8600855.000000 Penalty: 5349.360352
	Iteration 24Q: 3 clusters Score -8600855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -8600862.000000 Penalty: 5349.360352
	Iteration 25Q: 3 clusters Score -8600862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -8600870.000000 Penalty: 5349.360352
	Iteration 26Q: 3 clusters Score -8600870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -8600876.000000 Penalty: 5349.360352
	Iteration 27Q: 3 clusters Score -8600876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -8600893.000000 Penalty: 5349.360352
	Iteration 28Q: 3 clusters Score -8600893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -8600900.000000 Penalty: 5349.360352
	Iteration 29Q: 3 clusters Score -8600900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -8600915.000000 Penalty: 5349.360352
	Iteration 30Q: 3 clusters Score -8600915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -8600918.000000 Penalty: 5349.360352
	Iteration 31Q: 3 clusters Score -8600918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -8600915.000000 Penalty: 5349.360352
	Iteration 32Q: 3 clusters Score -8600915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -8600925.000000 Penalty: 5349.360352
	Iteration 33Q: 3 clusters Score -8600925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -8600925.000000 Penalty: 5349.360352
	Iteration 34Q: 3 clusters Score -8600925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -8600932.000000 Penalty: 5349.360352
	Iteration 35Q: 3 clusters Score -8600932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -8600945.000000 Penalty: 5349.360352
	Iteration 36Q: 3 clusters Score -8600945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -8600944.000000 Penalty: 5349.360352
	Iteration 37Q: 3 clusters Score -8600944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8600942.000000 Penalty: 5349.360352
	Iteration 38Q: 3 clusters Score -8600942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8600944.000000 Penalty: 5349.360352
	Iteration 39Q: 3 clusters Score -8600944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -8600945.000000 Penalty: 5349.360352
	Iteration 40F: 3 clusters Score -8600945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8600951.000000 Penalty: 5349.360352
	Iteration 41Q: 3 clusters Score -8600951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -8600945.000000 Penalty: 5349.360352
	Iteration 42Q: 3 clusters Score -8600945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -8600948.000000 Penalty: 5349.360352
	Iteration 43Q: 3 clusters Score -8600948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -8600943.000000 Penalty: 5349.360352
	Iteration 44Q: 3 clusters Score -8600943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -8600943.000000 Penalty: 5349.360352
	Iteration 45Q: 3 clusters Score -8600943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -8600944.000000 Penalty: 5349.360352
	Iteration 46Q: 3 clusters Score -8600944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -8600942.000000 Penalty: 5349.360352
	Iteration 47Q: 3 clusters Score -8600942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8600953.000000 Penalty: 5349.360352
	Iteration 48Q: 3 clusters Score -8600953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -8600943.000000 Penalty: 5349.360352
	Iteration 49Q: 3 clusters Score -8600943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -8600945.000000 Penalty: 5349.360352
	Iteration 50Q: 3 clusters Score -8600945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8600945.000000 Penalty: 5349.360352
	Iteration 51Q: 3 clusters Score -8600945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8600949.000000 Penalty: 5349.360352
	Iteration 52Q: 3 clusters Score -8600949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8600949.000000 Penalty: 5349.360352
	Iteration 53F: 3 clusters Score -8600949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Entering Unmasked Estep 
Score: -9102443.000000 Penalty: 2686.072021
	Iteration 0F: 2 clusters Score -9102443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -9071650.000000 Penalty: 5372.144043
	Iteration 0F: 3 clusters Score -9071650 nChanged 23376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -9084514.000000 Penalty: 5372.144043
	Iteration 1F: 3 clusters Score -9084514 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -9085106.000000 Penalty: 5372.144043
	Iteration 2Q: 3 clusters Score -9085106 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -9085723.000000 Penalty: 5372.144043
	Iteration 3Q: 3 clusters Score -9085723 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -9086478.000000 Penalty: 5372.144043
	Iteration 4Q: 3 clusters Score -9086478 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9087369.000000 Penalty: 5372.144043
	Iteration 5Q: 3 clusters Score -9087369 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -9088462.000000 Penalty: 5372.144043
	Iteration 6Q: 3 clusters Score -9088462 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -9090060.000000 Penalty: 5372.144043
	Iteration 7F: 3 clusters Score -9090060 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -9092126.000000 Penalty: 5372.144043
	Iteration 8F: 3 clusters Score -9092126 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -9094690.000000 Penalty: 5372.144043
	Iteration 9F: 3 clusters Score -9094690 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -9097071.000000 Penalty: 5372.144043
	Iteration 10F: 3 clusters Score -9097071 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -9098774.000000 Penalty: 5372.144043
	Iteration 11Q: 3 clusters Score -9098774 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -9099770.000000 Penalty: 5372.144043
	Iteration 12Q: 3 clusters Score -9099770 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -9100372.000000 Penalty: 5372.144043
	Iteration 13Q: 3 clusters Score -9100372 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -9100892.000000 Penalty: 5372.144043
	Iteration 14Q: 3 clusters Score -9100892 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -9101288.000000 Penalty: 5372.144043
	Iteration 15Q: 3 clusters Score -9101288 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -9101623.000000 Penalty: 5372.144043
	Iteration 16Q: 3 clusters Score -9101623 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -9101850.000000 Penalty: 5372.144043
	Iteration 17Q: 3 clusters Score -9101850 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -9102033.000000 Penalty: 5372.144043
	Iteration 18Q: 3 clusters Score -9102033 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -9102101.000000 Penalty: 5372.144043
	Iteration 19Q: 3 clusters Score -9102101 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -9102176.000000 Penalty: 5372.144043
	Iteration 20F: 3 clusters Score -9102176 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -9102225.000000 Penalty: 5372.144043
	Iteration 21Q: 3 clusters Score -9102225 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -9102282.000000 Penalty: 5372.144043
	Iteration 22Q: 3 clusters Score -9102282 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9102267.000000 Penalty: 5372.144043
	Iteration 23Q: 3 clusters Score -9102267 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -9102309.000000 Penalty: 5372.144043
	Iteration 24Q: 3 clusters Score -9102309 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -9102312.000000 Penalty: 5372.144043
	Iteration 25Q: 3 clusters Score -9102312 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -9102339.000000 Penalty: 5372.144043
	Iteration 26Q: 3 clusters Score -9102339 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -9102356.000000 Penalty: 5372.144043
	Iteration 27Q: 3 clusters Score -9102356 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -9102357.000000 Penalty: 5372.144043
	Iteration 28Q: 3 clusters Score -9102357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -9102366.000000 Penalty: 5372.144043
	Iteration 29Q: 3 clusters Score -9102366 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -9102356.000000 Penalty: 5372.144043
	Iteration 30Q: 3 clusters Score -9102356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -9102401.000000 Penalty: 5372.144043
	Iteration 31Q: 3 clusters Score -9102401 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -9102386.000000 Penalty: 5372.144043
	Iteration 32Q: 3 clusters Score -9102386 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -9102418.000000 Penalty: 5372.144043
	Iteration 33Q: 3 clusters Score -9102418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -9102411.000000 Penalty: 5372.144043
	Iteration 34Q: 3 clusters Score -9102411 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -9102465.000000 Penalty: 5372.144043
	Iteration 35Q: 3 clusters Score -9102465 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -9102473.000000 Penalty: 5372.144043
	Iteration 36Q: 3 clusters Score -9102473 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -9102480.000000 Penalty: 5372.144043
	Iteration 37Q: 3 clusters Score -9102480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -9102497.000000 Penalty: 5372.144043
	Iteration 38Q: 3 clusters Score -9102497 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -9102521.000000 Penalty: 5372.144043
	Iteration 39Q: 3 clusters Score -9102521 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -9102491.000000 Penalty: 5372.144043
	Iteration 40F: 3 clusters Score -9102491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -9102504.000000 Penalty: 5372.144043
	Iteration 41Q: 3 clusters Score -9102504 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -9102517.000000 Penalty: 5372.144043
	Iteration 42Q: 3 clusters Score -9102517 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -9102534.000000 Penalty: 5372.144043
	Iteration 43Q: 3 clusters Score -9102534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -9102546.000000 Penalty: 5372.144043
	Iteration 44Q: 3 clusters Score -9102546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -9102573.000000 Penalty: 5372.144043
	Iteration 45Q: 3 clusters Score -9102573 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -9102561.000000 Penalty: 5372.144043
	Iteration 46Q: 3 clusters Score -9102561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -9102563.000000 Penalty: 5372.144043
	Iteration 47Q: 3 clusters Score -9102563 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -9102567.000000 Penalty: 5372.144043
	Iteration 48Q: 3 clusters Score -9102567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -9102569.000000 Penalty: 5372.144043
	Iteration 49Q: 3 clusters Score -9102569 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -9102587.000000 Penalty: 5372.144043
	Iteration 50Q: 3 clusters Score -9102587 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -9102581.000000 Penalty: 5372.144043
	Iteration 51Q: 3 clusters Score -9102581 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -9102608.000000 Penalty: 5372.144043
	Iteration 52Q: 3 clusters Score -9102608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -9102598.000000 Penalty: 5372.144043
	Iteration 53Q: 3 clusters Score -9102598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -9102610.000000 Penalty: 5372.144043
	Iteration 54Q: 3 clusters Score -9102610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -9102592.000000 Penalty: 5372.144043
	Iteration 55Q: 3 clusters Score -9102592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -9102598.000000 Penalty: 5372.144043
	Iteration 56Q: 3 clusters Score -9102598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -9102573.000000 Penalty: 5372.144043
	Iteration 57Q: 3 clusters Score -9102573 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9102562.000000 Penalty: 5372.144043
	Iteration 58Q: 3 clusters Score -9102562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -9102562.000000 Penalty: 5372.144043
	Iteration 59Q: 3 clusters Score -9102562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -9102578.000000 Penalty: 5372.144043
	Iteration 60F: 3 clusters Score -9102578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -9102577.000000 Penalty: 5372.144043
	Iteration 61Q: 3 clusters Score -9102577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -9102566.000000 Penalty: 5372.144043
	Iteration 62Q: 3 clusters Score -9102566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -9102565.000000 Penalty: 5372.144043
	Iteration 63Q: 3 clusters Score -9102565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -9102574.000000 Penalty: 5372.144043
	Iteration 64Q: 3 clusters Score -9102574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -9102593.000000 Penalty: 5372.144043
	Iteration 65Q: 3 clusters Score -9102593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -9102568.000000 Penalty: 5372.144043
	Iteration 66Q: 3 clusters Score -9102568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -9102564.000000 Penalty: 5372.144043
	Iteration 67Q: 3 clusters Score -9102564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -9102565.000000 Penalty: 5372.144043
	Iteration 68Q: 3 clusters Score -9102565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -9102574.000000 Penalty: 5372.144043
	Iteration 69Q: 3 clusters Score -9102574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -9102576.000000 Penalty: 5372.144043
	Iteration 70Q: 3 clusters Score -9102576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -9102598.000000 Penalty: 5372.144043
	Iteration 71Q: 3 clusters Score -9102598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -9102590.000000 Penalty: 5372.144043
	Iteration 72Q: 3 clusters Score -9102590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -9102582.000000 Penalty: 5372.144043
	Iteration 73Q: 3 clusters Score -9102582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -9102588.000000 Penalty: 5372.144043
	Iteration 74Q: 3 clusters Score -9102588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -9102577.000000 Penalty: 5372.144043
	Iteration 75Q: 3 clusters Score -9102577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -9102579.000000 Penalty: 5372.144043
	Iteration 76Q: 3 clusters Score -9102579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -9102581.000000 Penalty: 5372.144043
	Iteration 77Q: 3 clusters Score -9102581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -9102573.000000 Penalty: 5372.144043
	Iteration 78Q: 3 clusters Score -9102573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -9102576.000000 Penalty: 5372.144043
	Iteration 79Q: 3 clusters Score -9102576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -9102572.000000 Penalty: 5372.144043
	Iteration 80F: 3 clusters Score -9102572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -9102574.000000 Penalty: 5372.144043
	Iteration 81Q: 3 clusters Score -9102574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -9102558.000000 Penalty: 5372.144043
	Iteration 82Q: 3 clusters Score -9102558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -9102573.000000 Penalty: 5372.144043
	Iteration 83Q: 3 clusters Score -9102573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -9102566.000000 Penalty: 5372.144043
	Iteration 84Q: 3 clusters Score -9102566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -9102552.000000 Penalty: 5372.144043
	Iteration 85Q: 3 clusters Score -9102552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -9102578.000000 Penalty: 5372.144043
	Iteration 86Q: 3 clusters Score -9102578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -9102583.000000 Penalty: 5372.144043
	Iteration 87Q: 3 clusters Score -9102583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -9102575.000000 Penalty: 5372.144043
	Iteration 88Q: 3 clusters Score -9102575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -9102577.000000 Penalty: 5372.144043
	Iteration 89Q: 3 clusters Score -9102577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -9102578.000000 Penalty: 5372.144043
	Iteration 90Q: 3 clusters Score -9102578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -9102573.000000 Penalty: 5372.144043
	Iteration 91Q: 3 clusters Score -9102573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -9102573.000000 Penalty: 5372.144043
	Iteration 92Q: 3 clusters Score -9102573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -9102581.000000 Penalty: 5372.144043
	Iteration 93Q: 3 clusters Score -9102581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -9102561.000000 Penalty: 5372.144043
	Iteration 94Q: 3 clusters Score -9102561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -9102561.000000 Penalty: 5372.144043
	Iteration 95Q: 3 clusters Score -9102561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -9102552.000000 Penalty: 5372.144043
	Iteration 96Q: 3 clusters Score -9102552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -9102544.000000 Penalty: 5372.144043
	Iteration 97Q: 3 clusters Score -9102544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -9102542.000000 Penalty: 5372.144043
	Iteration 98Q: 3 clusters Score -9102542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -9102537.000000 Penalty: 5372.144043
	Iteration 99Q: 3 clusters Score -9102537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -9102536.000000 Penalty: 5372.144043
	Iteration 100F: 3 clusters Score -9102536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -9102540.000000 Penalty: 5372.144043
	Iteration 101Q: 3 clusters Score -9102540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -9102541.000000 Penalty: 5372.144043
	Iteration 102Q: 3 clusters Score -9102541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -9102543.000000 Penalty: 5372.144043
	Iteration 103Q: 3 clusters Score -9102543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -9102540.000000 Penalty: 5372.144043
	Iteration 104Q: 3 clusters Score -9102540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -9102543.000000 Penalty: 5372.144043
	Iteration 105Q: 3 clusters Score -9102543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -9102547.000000 Penalty: 5372.144043
	Iteration 106Q: 3 clusters Score -9102547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -9102547.000000 Penalty: 5372.144043
	Iteration 107F: 3 clusters Score -9102547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58871 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50171 members 
Mstep: Class 20 contains 49354 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43924 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 7723 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44465 members 
Mstep: Class 32 contains 43767 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Mstep: Class 38 contains 42838 members 
Entering Unmasked Estep 
Score: -196410992.000000 Penalty: 131281.953125
Splitting cluster 29 changes total score from -196411296.000000 to -196410992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -194487.593750 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -194487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -192412.750000 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -192412.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -192795.687500 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -192795.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -192986.031250 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -192986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -193134.390625 Penalty: 3499.435059
	Iteration 3F: 3 clusters Score -193134.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193285.734375 Penalty: 3499.435059
	Iteration 4F: 3 clusters Score -193285.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -193405.125000 Penalty: 3499.435059
	Iteration 5Q: 3 clusters Score -193405.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -193462.343750 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -193462.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -193515.515625 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -193515.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -193550.265625 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -193550.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -193567.031250 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -193567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -193578.718750 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -193578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -193594.687500 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -193594.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -193610.546875 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -193610.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -193627.625000 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -193627.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -193648.484375 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -193648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -193656.734375 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -193656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -193661.000000 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -193661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -193664.781250 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -193664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -193671.453125 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -193671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -193676.000000 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -193676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -193679.968750 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -193680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -193682.015625 Penalty: 3499.435059
	Iteration 21Q: 3 clusters Score -193682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -193682.015625 Penalty: 3499.435059
	Iteration 22F: 3 clusters Score -193682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Entering Unmasked Estep 
Score: -7957078.000000 Penalty: 2654.209473
	Iteration 0F: 2 clusters Score -7957078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -7928064.000000 Penalty: 5308.418945
	Iteration 0F: 3 clusters Score -7928064 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -7939196.000000 Penalty: 5308.418945
	Iteration 1F: 3 clusters Score -7939196 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -7939672.000000 Penalty: 5308.418945
	Iteration 2Q: 3 clusters Score -7939672 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -7940247.000000 Penalty: 5308.418945
	Iteration 3Q: 3 clusters Score -7940247 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -7940933.000000 Penalty: 5308.418945
	Iteration 4Q: 3 clusters Score -7940933 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -7941716.500000 Penalty: 5308.418945
	Iteration 5Q: 3 clusters Score -7941716 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -7942810.000000 Penalty: 5308.418945
	Iteration 6Q: 3 clusters Score -7942810 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -7944184.500000 Penalty: 5308.418945
	Iteration 7F: 3 clusters Score -7944184 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -7946136.000000 Penalty: 5308.418945
	Iteration 8F: 3 clusters Score -7946136 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -7948535.000000 Penalty: 5308.418945
	Iteration 9F: 3 clusters Score -7948535 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -7950761.500000 Penalty: 5308.418945
	Iteration 10F: 3 clusters Score -7950762 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7952163.000000 Penalty: 5308.418945
	Iteration 11Q: 3 clusters Score -7952163 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -7952991.500000 Penalty: 5308.418945
	Iteration 12Q: 3 clusters Score -7952992 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -7953557.000000 Penalty: 5308.418945
	Iteration 13Q: 3 clusters Score -7953557 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7953980.000000 Penalty: 5308.418945
	Iteration 14Q: 3 clusters Score -7953980 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7954252.500000 Penalty: 5308.418945
	Iteration 15Q: 3 clusters Score -7954252 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7954459.500000 Penalty: 5308.418945
	Iteration 16Q: 3 clusters Score -7954460 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7954642.500000 Penalty: 5308.418945
	Iteration 17Q: 3 clusters Score -7954642 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7954795.000000 Penalty: 5308.418945
	Iteration 18Q: 3 clusters Score -7954795 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -7954928.000000 Penalty: 5308.418945
	Iteration 19Q: 3 clusters Score -7954928 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -7954991.000000 Penalty: 5308.418945
	Iteration 20F: 3 clusters Score -7954991 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -7955079.000000 Penalty: 5308.418945
	Iteration 21Q: 3 clusters Score -7955079 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7955120.500000 Penalty: 5308.418945
	Iteration 22Q: 3 clusters Score -7955120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -7955178.000000 Penalty: 5308.418945
	Iteration 23Q: 3 clusters Score -7955178 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -7955197.500000 Penalty: 5308.418945
	Iteration 24Q: 3 clusters Score -7955198 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -7955237.500000 Penalty: 5308.418945
	Iteration 25Q: 3 clusters Score -7955238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -7955245.500000 Penalty: 5308.418945
	Iteration 26Q: 3 clusters Score -7955246 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -7955277.500000 Penalty: 5308.418945
	Iteration 27Q: 3 clusters Score -7955278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -7955300.000000 Penalty: 5308.418945
	Iteration 28Q: 3 clusters Score -7955300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -7955326.000000 Penalty: 5308.418945
	Iteration 29Q: 3 clusters Score -7955326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -7955335.500000 Penalty: 5308.418945
	Iteration 30Q: 3 clusters Score -7955336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -7955331.500000 Penalty: 5308.418945
	Iteration 31Q: 3 clusters Score -7955332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -7955338.500000 Penalty: 5308.418945
	Iteration 32Q: 3 clusters Score -7955338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -7955326.000000 Penalty: 5308.418945
	Iteration 33Q: 3 clusters Score -7955326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -7955336.500000 Penalty: 5308.418945
	Iteration 34Q: 3 clusters Score -7955336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -7955334.500000 Penalty: 5308.418945
	Iteration 35Q: 3 clusters Score -7955334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -7955337.500000 Penalty: 5308.418945
	Iteration 36Q: 3 clusters Score -7955338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -7955350.000000 Penalty: 5308.418945
	Iteration 37Q: 3 clusters Score -7955350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -7955345.500000 Penalty: 5308.418945
	Iteration 38Q: 3 clusters Score -7955346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -7955335.500000 Penalty: 5308.418945
	Iteration 39Q: 3 clusters Score -7955336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -7955335.000000 Penalty: 5308.418945
	Iteration 40F: 3 clusters Score -7955335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -7955339.500000 Penalty: 5308.418945
	Iteration 41Q: 3 clusters Score -7955340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -7955337.500000 Penalty: 5308.418945
	Iteration 42Q: 3 clusters Score -7955338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -7955349.000000 Penalty: 5308.418945
	Iteration 43Q: 3 clusters Score -7955349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -7955348.000000 Penalty: 5308.418945
	Iteration 44Q: 3 clusters Score -7955348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -7955349.500000 Penalty: 5308.418945
	Iteration 45Q: 3 clusters Score -7955350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -7955347.000000 Penalty: 5308.418945
	Iteration 46Q: 3 clusters Score -7955347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -7955350.000000 Penalty: 5308.418945
	Iteration 47Q: 3 clusters Score -7955350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -7955350.500000 Penalty: 5308.418945
	Iteration 48Q: 3 clusters Score -7955350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -7955344.500000 Penalty: 5308.418945
	Iteration 49Q: 3 clusters Score -7955344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -7955341.500000 Penalty: 5308.418945
	Iteration 50Q: 3 clusters Score -7955342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -7955346.500000 Penalty: 5308.418945
	Iteration 51Q: 3 clusters Score -7955346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -7955345.000000 Penalty: 5308.418945
	Iteration 52Q: 3 clusters Score -7955345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -7955341.500000 Penalty: 5308.418945
	Iteration 53Q: 3 clusters Score -7955342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -7955341.500000 Penalty: 5308.418945
	Iteration 54Q: 3 clusters Score -7955342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -7955345.000000 Penalty: 5308.418945
	Iteration 55Q: 3 clusters Score -7955345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -7955346.500000 Penalty: 5308.418945
	Iteration 56Q: 3 clusters Score -7955346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -7955347.500000 Penalty: 5308.418945
	Iteration 57Q: 3 clusters Score -7955348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -7955350.500000 Penalty: 5308.418945
	Iteration 58Q: 3 clusters Score -7955350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -7955351.000000 Penalty: 5308.418945
	Iteration 59Q: 3 clusters Score -7955351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -7955349.500000 Penalty: 5308.418945
	Iteration 60F: 3 clusters Score -7955350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -7955357.000000 Penalty: 5308.418945
	Iteration 61Q: 3 clusters Score -7955357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -7955364.500000 Penalty: 5308.418945
	Iteration 62Q: 3 clusters Score -7955364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -7955371.500000 Penalty: 5308.418945
	Iteration 63Q: 3 clusters Score -7955372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -7955374.000000 Penalty: 5308.418945
	Iteration 64Q: 3 clusters Score -7955374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -7955372.000000 Penalty: 5308.418945
	Iteration 65Q: 3 clusters Score -7955372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -7955375.000000 Penalty: 5308.418945
	Iteration 66Q: 3 clusters Score -7955375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -7955375.000000 Penalty: 5308.418945
	Iteration 67Q: 3 clusters Score -7955375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -7955370.000000 Penalty: 5308.418945
	Iteration 68Q: 3 clusters Score -7955370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -7955381.500000 Penalty: 5308.418945
	Iteration 69Q: 3 clusters Score -7955382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -7955388.500000 Penalty: 5308.418945
	Iteration 70Q: 3 clusters Score -7955388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -7955378.500000 Penalty: 5308.418945
	Iteration 71Q: 3 clusters Score -7955378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -7955384.000000 Penalty: 5308.418945
	Iteration 72Q: 3 clusters Score -7955384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -7955381.500000 Penalty: 5308.418945
	Iteration 73Q: 3 clusters Score -7955382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -7955381.500000 Penalty: 5308.418945
	Iteration 74F: 3 clusters Score -7955382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Entering Unmasked Estep 
Score: -7890159.500000 Penalty: 2650.285400
	Iteration 0F: 2 clusters Score -7890160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -7861415.000000 Penalty: 5300.570801
	Iteration 0F: 3 clusters Score -7861415 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -7872414.000000 Penalty: 5300.570801
	Iteration 1F: 3 clusters Score -7872414 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -7873035.500000 Penalty: 5300.570801
	Iteration 2Q: 3 clusters Score -7873036 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -7873519.500000 Penalty: 5300.570801
	Iteration 3Q: 3 clusters Score -7873520 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -7874090.000000 Penalty: 5300.570801
	Iteration 4Q: 3 clusters Score -7874090 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -7874705.000000 Penalty: 5300.570801
	Iteration 5Q: 3 clusters Score -7874705 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -7875356.500000 Penalty: 5300.570801
	Iteration 6Q: 3 clusters Score -7875356 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7876168.000000 Penalty: 5300.570801
	Iteration 7Q: 3 clusters Score -7876168 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7877270.500000 Penalty: 5300.570801
	Iteration 8F: 3 clusters Score -7877270 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -7878728.500000 Penalty: 5300.570801
	Iteration 9F: 3 clusters Score -7878728 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7880691.500000 Penalty: 5300.570801
	Iteration 10F: 3 clusters Score -7880692 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -7882979.000000 Penalty: 5300.570801
	Iteration 11F: 3 clusters Score -7882979 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7885058.500000 Penalty: 5300.570801
	Iteration 12F: 3 clusters Score -7885058 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7886497.500000 Penalty: 5300.570801
	Iteration 13Q: 3 clusters Score -7886498 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -7887255.500000 Penalty: 5300.570801
	Iteration 14Q: 3 clusters Score -7887256 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -7887570.500000 Penalty: 5300.570801
	Iteration 15Q: 3 clusters Score -7887570 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -7887724.500000 Penalty: 5300.570801
	Iteration 16Q: 3 clusters Score -7887724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -7887792.000000 Penalty: 5300.570801
	Iteration 17Q: 3 clusters Score -7887792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -7887842.500000 Penalty: 5300.570801
	Iteration 18Q: 3 clusters Score -7887842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -7887869.500000 Penalty: 5300.570801
	Iteration 19Q: 3 clusters Score -7887870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -7887866.000000 Penalty: 5300.570801
	Iteration 20F: 3 clusters Score -7887866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -7887880.000000 Penalty: 5300.570801
	Iteration 21Q: 3 clusters Score -7887880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -7887896.000000 Penalty: 5300.570801
	Iteration 22Q: 3 clusters Score -7887896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -7887916.500000 Penalty: 5300.570801
	Iteration 23Q: 3 clusters Score -7887916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -7887922.000000 Penalty: 5300.570801
	Iteration 24Q: 3 clusters Score -7887922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -7887926.000000 Penalty: 5300.570801
	Iteration 25Q: 3 clusters Score -7887926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -7887926.000000 Penalty: 5300.570801
	Iteration 26F: 3 clusters Score -7887926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Entering Unmasked Estep 
Score: -9205796.000000 Penalty: 2693.446533
	Iteration 0F: 2 clusters Score -9205796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -9172946.000000 Penalty: 5386.893066
	Iteration 0F: 3 clusters Score -9172946 nChanged 24260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -9186455.000000 Penalty: 5386.893066
	Iteration 1F: 3 clusters Score -9186455 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -9186956.000000 Penalty: 5386.893066
	Iteration 2Q: 3 clusters Score -9186956 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -9187443.000000 Penalty: 5386.893066
	Iteration 3Q: 3 clusters Score -9187443 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -9188005.000000 Penalty: 5386.893066
	Iteration 4Q: 3 clusters Score -9188005 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -9188526.000000 Penalty: 5386.893066
	Iteration 5Q: 3 clusters Score -9188526 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -9189094.000000 Penalty: 5386.893066
	Iteration 6Q: 3 clusters Score -9189094 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -9189861.000000 Penalty: 5386.893066
	Iteration 7Q: 3 clusters Score -9189861 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -9190876.000000 Penalty: 5386.893066
	Iteration 8Q: 3 clusters Score -9190876 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -9192147.000000 Penalty: 5386.893066
	Iteration 9Q: 3 clusters Score -9192147 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -9193860.000000 Penalty: 5386.893066
	Iteration 10F: 3 clusters Score -9193860 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -9195942.000000 Penalty: 5386.893066
	Iteration 11F: 3 clusters Score -9195942 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -9198110.000000 Penalty: 5386.893066
	Iteration 12F: 3 clusters Score -9198110 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -9199757.000000 Penalty: 5386.893066
	Iteration 13Q: 3 clusters Score -9199757 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -9200926.000000 Penalty: 5386.893066
	Iteration 14Q: 3 clusters Score -9200926 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -9201690.000000 Penalty: 5386.893066
	Iteration 15Q: 3 clusters Score -9201690 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -9202186.000000 Penalty: 5386.893066
	Iteration 16Q: 3 clusters Score -9202186 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -9202492.000000 Penalty: 5386.893066
	Iteration 17Q: 3 clusters Score -9202492 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -9202717.000000 Penalty: 5386.893066
	Iteration 18Q: 3 clusters Score -9202717 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -9202886.000000 Penalty: 5386.893066
	Iteration 19Q: 3 clusters Score -9202886 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -9203016.000000 Penalty: 5386.893066
	Iteration 20F: 3 clusters Score -9203016 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -9203074.000000 Penalty: 5386.893066
	Iteration 21Q: 3 clusters Score -9203074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -9203131.000000 Penalty: 5386.893066
	Iteration 22Q: 3 clusters Score -9203131 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -9203175.000000 Penalty: 5386.893066
	Iteration 23Q: 3 clusters Score -9203175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -9203197.000000 Penalty: 5386.893066
	Iteration 24Q: 3 clusters Score -9203197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -9203225.000000 Penalty: 5386.893066
	Iteration 25Q: 3 clusters Score -9203225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -9203255.000000 Penalty: 5386.893066
	Iteration 26Q: 3 clusters Score -9203255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -9203269.000000 Penalty: 5386.893066
	Iteration 27Q: 3 clusters Score -9203269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -9203276.000000 Penalty: 5386.893066
	Iteration 28Q: 3 clusters Score -9203276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -9203291.000000 Penalty: 5386.893066
	Iteration 29Q: 3 clusters Score -9203291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -9203320.000000 Penalty: 5386.893066
	Iteration 30Q: 3 clusters Score -9203320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -9203326.000000 Penalty: 5386.893066
	Iteration 31Q: 3 clusters Score -9203326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -9203341.000000 Penalty: 5386.893066
	Iteration 32Q: 3 clusters Score -9203341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -9203362.000000 Penalty: 5386.893066
	Iteration 33Q: 3 clusters Score -9203362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -9203393.000000 Penalty: 5386.893066
	Iteration 34Q: 3 clusters Score -9203393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -9203399.000000 Penalty: 5386.893066
	Iteration 35Q: 3 clusters Score -9203399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -9203407.000000 Penalty: 5386.893066
	Iteration 36Q: 3 clusters Score -9203407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -9203410.000000 Penalty: 5386.893066
	Iteration 37Q: 3 clusters Score -9203410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -9203417.000000 Penalty: 5386.893066
	Iteration 38Q: 3 clusters Score -9203417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -9203428.000000 Penalty: 5386.893066
	Iteration 39Q: 3 clusters Score -9203428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -9203426.000000 Penalty: 5386.893066
	Iteration 40F: 3 clusters Score -9203426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -9203429.000000 Penalty: 5386.893066
	Iteration 41Q: 3 clusters Score -9203429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9203427.000000 Penalty: 5386.893066
	Iteration 42Q: 3 clusters Score -9203427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -9203421.000000 Penalty: 5386.893066
	Iteration 43Q: 3 clusters Score -9203421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -9203424.000000 Penalty: 5386.893066
	Iteration 44Q: 3 clusters Score -9203424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -9203428.000000 Penalty: 5386.893066
	Iteration 45Q: 3 clusters Score -9203428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -9203435.000000 Penalty: 5386.893066
	Iteration 46Q: 3 clusters Score -9203435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -9203437.000000 Penalty: 5386.893066
	Iteration 47Q: 3 clusters Score -9203437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -9203432.000000 Penalty: 5386.893066
	Iteration 48Q: 3 clusters Score -9203432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -9203433.000000 Penalty: 5386.893066
	Iteration 49Q: 3 clusters Score -9203433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -9203433.000000 Penalty: 5386.893066
	Iteration 50Q: 3 clusters Score -9203433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -9203433.000000 Penalty: 5386.893066
	Iteration 51F: 3 clusters Score -9203433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Entering Unmasked Estep 
Score: -8096296.000000 Penalty: 2659.047852
	Iteration 0F: 2 clusters Score -8096296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8066164.000000 Penalty: 5318.095703
	Iteration 0F: 3 clusters Score -8066164 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -8077800.500000 Penalty: 5318.095703
	Iteration 1F: 3 clusters Score -8077800 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -8078405.000000 Penalty: 5318.095703
	Iteration 2Q: 3 clusters Score -8078405 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -8079064.500000 Penalty: 5318.095703
	Iteration 3Q: 3 clusters Score -8079064 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -8080021.500000 Penalty: 5318.095703
	Iteration 4Q: 3 clusters Score -8080022 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -8081521.500000 Penalty: 5318.095703
	Iteration 5F: 3 clusters Score -8081522 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -8083829.000000 Penalty: 5318.095703
	Iteration 6F: 3 clusters Score -8083829 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8086913.500000 Penalty: 5318.095703
	Iteration 7F: 3 clusters Score -8086914 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -8090044.500000 Penalty: 5318.095703
	Iteration 8F: 3 clusters Score -8090044 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -8092487.000000 Penalty: 5318.095703
	Iteration 9F: 3 clusters Score -8092487 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8093984.500000 Penalty: 5318.095703
	Iteration 10Q: 3 clusters Score -8093984 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -8094586.500000 Penalty: 5318.095703
	Iteration 11Q: 3 clusters Score -8094586 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -8094801.500000 Penalty: 5318.095703
	Iteration 12Q: 3 clusters Score -8094802 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8094871.500000 Penalty: 5318.095703
	Iteration 13Q: 3 clusters Score -8094872 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -8094932.000000 Penalty: 5318.095703
	Iteration 14Q: 3 clusters Score -8094932 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -8094982.000000 Penalty: 5318.095703
	Iteration 15Q: 3 clusters Score -8094982 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -8095002.000000 Penalty: 5318.095703
	Iteration 16Q: 3 clusters Score -8095002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -8095020.000000 Penalty: 5318.095703
	Iteration 17Q: 3 clusters Score -8095020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8095039.000000 Penalty: 5318.095703
	Iteration 18Q: 3 clusters Score -8095039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8095039.000000 Penalty: 5318.095703
	Iteration 19Q: 3 clusters Score -8095039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8095051.000000 Penalty: 5318.095703
	Iteration 20F: 3 clusters Score -8095051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -8095062.000000 Penalty: 5318.095703
	Iteration 21Q: 3 clusters Score -8095062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -8095067.500000 Penalty: 5318.095703
	Iteration 22Q: 3 clusters Score -8095068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -8095071.500000 Penalty: 5318.095703
	Iteration 23Q: 3 clusters Score -8095072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -8095087.000000 Penalty: 5318.095703
	Iteration 24Q: 3 clusters Score -8095087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -8095084.000000 Penalty: 5318.095703
	Iteration 25Q: 3 clusters Score -8095084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -8095084.000000 Penalty: 5318.095703
	Iteration 26Q: 3 clusters Score -8095084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -8095077.000000 Penalty: 5318.095703
	Iteration 27Q: 3 clusters Score -8095077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8095075.500000 Penalty: 5318.095703
	Iteration 28Q: 3 clusters Score -8095076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8095082.000000 Penalty: 5318.095703
	Iteration 29Q: 3 clusters Score -8095082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -8095082.000000 Penalty: 5318.095703
	Iteration 30Q: 3 clusters Score -8095082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -8095078.000000 Penalty: 5318.095703
	Iteration 31Q: 3 clusters Score -8095078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -8095083.000000 Penalty: 5318.095703
	Iteration 32Q: 3 clusters Score -8095083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -8095093.500000 Penalty: 5318.095703
	Iteration 33Q: 3 clusters Score -8095094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8095102.500000 Penalty: 5318.095703
	Iteration 34Q: 3 clusters Score -8095102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -8095119.000000 Penalty: 5318.095703
	Iteration 35Q: 3 clusters Score -8095119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8095111.500000 Penalty: 5318.095703
	Iteration 36Q: 3 clusters Score -8095112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -8095119.500000 Penalty: 5318.095703
	Iteration 37Q: 3 clusters Score -8095120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8095117.500000 Penalty: 5318.095703
	Iteration 38Q: 3 clusters Score -8095118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -8095121.000000 Penalty: 5318.095703
	Iteration 39Q: 3 clusters Score -8095121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -8095121.000000 Penalty: 5318.095703
	Iteration 40F: 3 clusters Score -8095121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -8095122.500000 Penalty: 5318.095703
	Iteration 41Q: 3 clusters Score -8095122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -8095122.500000 Penalty: 5318.095703
	Iteration 42Q: 3 clusters Score -8095122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -8095123.000000 Penalty: 5318.095703
	Iteration 43Q: 3 clusters Score -8095123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8095116.500000 Penalty: 5318.095703
	Iteration 44Q: 3 clusters Score -8095116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8095123.000000 Penalty: 5318.095703
	Iteration 45Q: 3 clusters Score -8095123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -8095114.500000 Penalty: 5318.095703
	Iteration 46Q: 3 clusters Score -8095114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -8095119.000000 Penalty: 5318.095703
	Iteration 47Q: 3 clusters Score -8095119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -8095113.000000 Penalty: 5318.095703
	Iteration 48Q: 3 clusters Score -8095113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -8095112.500000 Penalty: 5318.095703
	Iteration 49Q: 3 clusters Score -8095112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -8095116.000000 Penalty: 5318.095703
	Iteration 50Q: 3 clusters Score -8095116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8095117.000000 Penalty: 5318.095703
	Iteration 51Q: 3 clusters Score -8095117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -8095120.500000 Penalty: 5318.095703
	Iteration 52Q: 3 clusters Score -8095120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -8095121.500000 Penalty: 5318.095703
	Iteration 53Q: 3 clusters Score -8095122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -8095132.000000 Penalty: 5318.095703
	Iteration 54Q: 3 clusters Score -8095132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -8095126.000000 Penalty: 5318.095703
	Iteration 55Q: 3 clusters Score -8095126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8095121.500000 Penalty: 5318.095703
	Iteration 56Q: 3 clusters Score -8095122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -8095120.500000 Penalty: 5318.095703
	Iteration 57Q: 3 clusters Score -8095120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8095121.000000 Penalty: 5318.095703
	Iteration 58Q: 3 clusters Score -8095121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8095118.500000 Penalty: 5318.095703
	Iteration 59Q: 3 clusters Score -8095118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8095123.000000 Penalty: 5318.095703
	Iteration 60F: 3 clusters Score -8095123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8095123.000000 Penalty: 5318.095703
	Iteration 61Q: 3 clusters Score -8095123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -8095123.500000 Penalty: 5318.095703
	Iteration 62Q: 3 clusters Score -8095124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -8095127.000000 Penalty: 5318.095703
	Iteration 63Q: 3 clusters Score -8095127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8095124.500000 Penalty: 5318.095703
	Iteration 64Q: 3 clusters Score -8095124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8095120.500000 Penalty: 5318.095703
	Iteration 65Q: 3 clusters Score -8095120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8095119.000000 Penalty: 5318.095703
	Iteration 66Q: 3 clusters Score -8095119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8095129.500000 Penalty: 5318.095703
	Iteration 67Q: 3 clusters Score -8095130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -8095119.500000 Penalty: 5318.095703
	Iteration 68Q: 3 clusters Score -8095120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -8095124.500000 Penalty: 5318.095703
	Iteration 69Q: 3 clusters Score -8095124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8095125.500000 Penalty: 5318.095703
	Iteration 70Q: 3 clusters Score -8095126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8095132.000000 Penalty: 5318.095703
	Iteration 71Q: 3 clusters Score -8095132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8095127.500000 Penalty: 5318.095703
	Iteration 72Q: 3 clusters Score -8095128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -8095131.000000 Penalty: 5318.095703
	Iteration 73Q: 3 clusters Score -8095131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -8095140.500000 Penalty: 5318.095703
	Iteration 74Q: 3 clusters Score -8095140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -8095136.000000 Penalty: 5318.095703
	Iteration 75Q: 3 clusters Score -8095136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8095137.500000 Penalty: 5318.095703
	Iteration 76Q: 3 clusters Score -8095138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8095137.500000 Penalty: 5318.095703
	Iteration 77F: 3 clusters Score -8095138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (45501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Entering Unmasked Estep 
Score: -8100310.000000 Penalty: 2659.921387
	Iteration 0F: 2 clusters Score -8100310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -8070754.500000 Penalty: 5319.842773
	Iteration 0F: 3 clusters Score -8070754 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8082200.500000 Penalty: 5319.842773
	Iteration 1F: 3 clusters Score -8082200 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -8082859.000000 Penalty: 5319.842773
	Iteration 2Q: 3 clusters Score -8082859 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8083440.000000 Penalty: 5319.842773
	Iteration 3Q: 3 clusters Score -8083440 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8084138.000000 Penalty: 5319.842773
	Iteration 4Q: 3 clusters Score -8084138 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -8084879.000000 Penalty: 5319.842773
	Iteration 5Q: 3 clusters Score -8084879 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -8085739.000000 Penalty: 5319.842773
	Iteration 6Q: 3 clusters Score -8085739 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -8086748.000000 Penalty: 5319.842773
	Iteration 7Q: 3 clusters Score -8086748 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -8087860.500000 Penalty: 5319.842773
	Iteration 8Q: 3 clusters Score -8087860 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -8089147.000000 Penalty: 5319.842773
	Iteration 9Q: 3 clusters Score -8089147 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -8090407.000000 Penalty: 5319.842773
	Iteration 10Q: 3 clusters Score -8090407 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -8091518.500000 Penalty: 5319.842773
	Iteration 11Q: 3 clusters Score -8091518 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8092299.500000 Penalty: 5319.842773
	Iteration 12Q: 3 clusters Score -8092300 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -8092872.000000 Penalty: 5319.842773
	Iteration 13Q: 3 clusters Score -8092872 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -8093417.500000 Penalty: 5319.842773
	Iteration 14Q: 3 clusters Score -8093418 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -8093860.500000 Penalty: 5319.842773
	Iteration 15Q: 3 clusters Score -8093860 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -8094310.500000 Penalty: 5319.842773
	Iteration 16Q: 3 clusters Score -8094310 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -8094822.500000 Penalty: 5319.842773
	Iteration 17Q: 3 clusters Score -8094822 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -8095401.000000 Penalty: 5319.842773
	Iteration 18Q: 3 clusters Score -8095401 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -8096046.500000 Penalty: 5319.842773
	Iteration 19Q: 3 clusters Score -8096046 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -8096575.500000 Penalty: 5319.842773
	Iteration 20F: 3 clusters Score -8096576 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8097062.500000 Penalty: 5319.842773
	Iteration 21Q: 3 clusters Score -8097062 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8097542.500000 Penalty: 5319.842773
	Iteration 22Q: 3 clusters Score -8097542 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8097864.500000 Penalty: 5319.842773
	Iteration 23Q: 3 clusters Score -8097864 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8098056.500000 Penalty: 5319.842773
	Iteration 24Q: 3 clusters Score -8098056 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8098191.000000 Penalty: 5319.842773
	Iteration 25Q: 3 clusters Score -8098191 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8098261.500000 Penalty: 5319.842773
	Iteration 26Q: 3 clusters Score -8098262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8098319.000000 Penalty: 5319.842773
	Iteration 27Q: 3 clusters Score -8098319 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8098361.000000 Penalty: 5319.842773
	Iteration 28Q: 3 clusters Score -8098361 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8098386.000000 Penalty: 5319.842773
	Iteration 29Q: 3 clusters Score -8098386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8098410.000000 Penalty: 5319.842773
	Iteration 30Q: 3 clusters Score -8098410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8098425.500000 Penalty: 5319.842773
	Iteration 31Q: 3 clusters Score -8098426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8098442.000000 Penalty: 5319.842773
	Iteration 32Q: 3 clusters Score -8098442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8098445.500000 Penalty: 5319.842773
	Iteration 33Q: 3 clusters Score -8098446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8098477.000000 Penalty: 5319.842773
	Iteration 34Q: 3 clusters Score -8098477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8098478.000000 Penalty: 5319.842773
	Iteration 35Q: 3 clusters Score -8098478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8098465.500000 Penalty: 5319.842773
	Iteration 36Q: 3 clusters Score -8098466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8098472.500000 Penalty: 5319.842773
	Iteration 37Q: 3 clusters Score -8098472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8098470.500000 Penalty: 5319.842773
	Iteration 38Q: 3 clusters Score -8098470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8098472.000000 Penalty: 5319.842773
	Iteration 39Q: 3 clusters Score -8098472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8098485.000000 Penalty: 5319.842773
	Iteration 40F: 3 clusters Score -8098485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8098497.000000 Penalty: 5319.842773
	Iteration 41Q: 3 clusters Score -8098497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8098493.500000 Penalty: 5319.842773
	Iteration 42Q: 3 clusters Score -8098494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8098496.500000 Penalty: 5319.842773
	Iteration 43Q: 3 clusters Score -8098496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8098501.000000 Penalty: 5319.842773
	Iteration 44Q: 3 clusters Score -8098501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8098509.500000 Penalty: 5319.842773
	Iteration 45Q: 3 clusters Score -8098510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8098496.500000 Penalty: 5319.842773
	Iteration 46Q: 3 clusters Score -8098496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8098513.500000 Penalty: 5319.842773
	Iteration 47Q: 3 clusters Score -8098514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8098517.500000 Penalty: 5319.842773
	Iteration 48Q: 3 clusters Score -8098518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8098516.000000 Penalty: 5319.842773
	Iteration 49Q: 3 clusters Score -8098516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8098514.500000 Penalty: 5319.842773
	Iteration 50Q: 3 clusters Score -8098514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8098514.000000 Penalty: 5319.842773
	Iteration 51Q: 3 clusters Score -8098514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8098515.000000 Penalty: 5319.842773
	Iteration 52Q: 3 clusters Score -8098515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8098520.000000 Penalty: 5319.842773
	Iteration 53Q: 3 clusters Score -8098520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8098518.500000 Penalty: 5319.842773
	Iteration 54Q: 3 clusters Score -8098518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8098515.000000 Penalty: 5319.842773
	Iteration 55Q: 3 clusters Score -8098515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8098523.000000 Penalty: 5319.842773
	Iteration 56Q: 3 clusters Score -8098523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8098527.000000 Penalty: 5319.842773
	Iteration 57Q: 3 clusters Score -8098527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8098528.000000 Penalty: 5319.842773
	Iteration 58Q: 3 clusters Score -8098528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8098531.500000 Penalty: 5319.842773
	Iteration 59Q: 3 clusters Score -8098532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8098529.000000 Penalty: 5319.842773
	Iteration 60F: 3 clusters Score -8098529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8098532.500000 Penalty: 5319.842773
	Iteration 61Q: 3 clusters Score -8098532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8098532.500000 Penalty: 5319.842773
	Iteration 62F: 3 clusters Score -8098532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Entering Unmasked Estep 
Score: -8959853.000000 Penalty: 2680.501709
	Iteration 0F: 2 clusters Score -8959853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -8929173.000000 Penalty: 5361.003418
	Iteration 0F: 3 clusters Score -8929173 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -8941880.000000 Penalty: 5361.003418
	Iteration 1F: 3 clusters Score -8941880 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8942421.000000 Penalty: 5361.003418
	Iteration 2Q: 3 clusters Score -8942421 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -8943020.000000 Penalty: 5361.003418
	Iteration 3Q: 3 clusters Score -8943020 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -8943635.000000 Penalty: 5361.003418
	Iteration 4Q: 3 clusters Score -8943635 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8944236.000000 Penalty: 5361.003418
	Iteration 5Q: 3 clusters Score -8944236 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -8944893.000000 Penalty: 5361.003418
	Iteration 6Q: 3 clusters Score -8944893 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -8945711.000000 Penalty: 5361.003418
	Iteration 7Q: 3 clusters Score -8945711 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8946727.000000 Penalty: 5361.003418
	Iteration 8Q: 3 clusters Score -8946727 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -8947873.000000 Penalty: 5361.003418
	Iteration 9Q: 3 clusters Score -8947873 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -8949165.000000 Penalty: 5361.003418
	Iteration 10Q: 3 clusters Score -8949165 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -8950558.000000 Penalty: 5361.003418
	Iteration 11Q: 3 clusters Score -8950558 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -8951685.000000 Penalty: 5361.003418
	Iteration 12Q: 3 clusters Score -8951685 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -8952484.000000 Penalty: 5361.003418
	Iteration 13Q: 3 clusters Score -8952484 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -8952969.000000 Penalty: 5361.003418
	Iteration 14Q: 3 clusters Score -8952969 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -8953303.000000 Penalty: 5361.003418
	Iteration 15Q: 3 clusters Score -8953303 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -8953453.000000 Penalty: 5361.003418
	Iteration 16Q: 3 clusters Score -8953453 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -8953644.000000 Penalty: 5361.003418
	Iteration 17Q: 3 clusters Score -8953644 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -8953765.000000 Penalty: 5361.003418
	Iteration 18Q: 3 clusters Score -8953765 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -8953888.000000 Penalty: 5361.003418
	Iteration 19Q: 3 clusters Score -8953888 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -8954070.000000 Penalty: 5361.003418
	Iteration 20F: 3 clusters Score -8954070 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -8954253.000000 Penalty: 5361.003418
	Iteration 21Q: 3 clusters Score -8954253 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -8954403.000000 Penalty: 5361.003418
	Iteration 22Q: 3 clusters Score -8954403 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -8954557.000000 Penalty: 5361.003418
	Iteration 23Q: 3 clusters Score -8954557 nChanged 494
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8954692 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8954825 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8954999 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8955181 nChanged 439
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Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8955309 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8955415 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8955509 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8955691 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8955820 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8955941 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8956008 nChanged 300
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Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8956103 nChanged 293
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Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8956155 nChanged 266
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Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8956250 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8956341 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8956390 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8956439 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8956515 nChanged 191
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Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8956538 nChanged 177
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Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8956590 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8956626 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8956638 nChanged 121
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Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8956662 nChanged 97
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Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8956659 nChanged 93
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Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8956686 nChanged 89
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Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8956680 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8956696 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8956727 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8956718 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8956745 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8956781 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8956773 nChanged 73
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8956779 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8956801 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8956825 nChanged 63
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8956852 nChanged 57
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8956849 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8956863 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8956861 nChanged 60
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Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8956841 nChanged 67
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Mstep: Class 1 contains 43801 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8956841 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8956861 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8956867 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8956876 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43669 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8956857 nChanged 46
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Mstep: Class 1 contains 43641 members 
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Entering Unmasked Estep 
Score: -8956871.000000 Penalty: 5361.003418
	Iteration 69Q: 3 clusters Score -8956871 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8956888 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8956885 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 5860 members 
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	Iteration 72Q: 3 clusters Score -8956885 nChanged 40
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Mstep: Class 1 contains 43548 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8956888 nChanged 37
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8956901 nChanged 29
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8956881 nChanged 26
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8956879 nChanged 40
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Mstep: Class 1 contains 43456 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8956873 nChanged 38
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Mstep: Class 1 contains 43430 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8956874 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43393 members 
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	Iteration 79Q: 3 clusters Score -8956898 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43367 members 
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Entering Unmasked Estep 
Score: -8956934.000000 Penalty: 5361.003418
	Iteration 80F: 3 clusters Score -8956934 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8956936 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8956936 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43260 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8956931 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43221 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8956935 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8956937 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43144 members 
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Entering Unmasked Estep 
Score: -8956926.000000 Penalty: 5361.003418
	Iteration 86Q: 3 clusters Score -8956926 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43108 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8956937 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43082 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8956941 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8956945 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8956961 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8956963 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42940 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8956970 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8956965 nChanged 53
Entering Unmasked Mstep 
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	Iteration 94Q: 3 clusters Score -8956967 nChanged 42
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8956987 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8956987 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8957016 nChanged 44
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	Iteration 98Q: 3 clusters Score -8957002 nChanged 46
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	Iteration 99Q: 3 clusters Score -8957029 nChanged 46
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Entering Unmasked Estep 
Score: -8957039.000000 Penalty: 5361.003418
	Iteration 100F: 3 clusters Score -8957039 nChanged 55
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8957034 nChanged 55
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8957033 nChanged 48
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8957051 nChanged 44
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	Iteration 104Q: 3 clusters Score -8957067 nChanged 61
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8957102 nChanged 61
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	Iteration 106Q: 3 clusters Score -8957104 nChanged 63
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	Iteration 107Q: 3 clusters Score -8957125 nChanged 54
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	Iteration 108Q: 3 clusters Score -8957125 nChanged 60
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	Iteration 109Q: 3 clusters Score -8957113 nChanged 60
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8957126 nChanged 59
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8957146 nChanged 73
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	Iteration 112Q: 3 clusters Score -8957157 nChanged 74
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	Iteration 113Q: 3 clusters Score -8957171 nChanged 70
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8957175 nChanged 57
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	Iteration 115Q: 3 clusters Score -8957194 nChanged 58
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	Iteration 116Q: 3 clusters Score -8957190 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -8957217.000000 Penalty: 5361.003418
	Iteration 117Q: 3 clusters Score -8957217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -8957239.000000 Penalty: 5361.003418
	Iteration 118Q: 3 clusters Score -8957239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -8957258.000000 Penalty: 5361.003418
	Iteration 119Q: 3 clusters Score -8957258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -8957261.000000 Penalty: 5361.003418
	Iteration 120F: 3 clusters Score -8957261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8957286.000000 Penalty: 5361.003418
	Iteration 121Q: 3 clusters Score -8957286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8957317.000000 Penalty: 5361.003418
	Iteration 122Q: 3 clusters Score -8957317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -8957327.000000 Penalty: 5361.003418
	Iteration 123Q: 3 clusters Score -8957327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -8957363.000000 Penalty: 5361.003418
	Iteration 124Q: 3 clusters Score -8957363 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -8957403.000000 Penalty: 5361.003418
	Iteration 125Q: 3 clusters Score -8957403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -8957407.000000 Penalty: 5361.003418
	Iteration 126Q: 3 clusters Score -8957407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -8957397.000000 Penalty: 5361.003418
	Iteration 127Q: 3 clusters Score -8957397 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -8957391.000000 Penalty: 5361.003418
	Iteration 128Q: 3 clusters Score -8957391 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -8957415.000000 Penalty: 5361.003418
	Iteration 129Q: 3 clusters Score -8957415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -8957420.000000 Penalty: 5361.003418
	Iteration 130Q: 3 clusters Score -8957420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -8957419.000000 Penalty: 5361.003418
	Iteration 131Q: 3 clusters Score -8957419 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -8957435.000000 Penalty: 5361.003418
	Iteration 132Q: 3 clusters Score -8957435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -8957430.000000 Penalty: 5361.003418
	Iteration 133Q: 3 clusters Score -8957430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -8957431.000000 Penalty: 5361.003418
	Iteration 134Q: 3 clusters Score -8957431 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -8957443.000000 Penalty: 5361.003418
	Iteration 135Q: 3 clusters Score -8957443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -8957463.000000 Penalty: 5361.003418
	Iteration 136Q: 3 clusters Score -8957463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -8957467.000000 Penalty: 5361.003418
	Iteration 137Q: 3 clusters Score -8957467 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8957481.000000 Penalty: 5361.003418
	Iteration 138Q: 3 clusters Score -8957481 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -8957495.000000 Penalty: 5361.003418
	Iteration 139Q: 3 clusters Score -8957495 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -8957514.000000 Penalty: 5361.003418
	Iteration 140F: 3 clusters Score -8957514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -8957516.000000 Penalty: 5361.003418
	Iteration 141Q: 3 clusters Score -8957516 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -8957517.000000 Penalty: 5361.003418
	Iteration 142Q: 3 clusters Score -8957517 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -8957532.000000 Penalty: 5361.003418
	Iteration 143Q: 3 clusters Score -8957532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8957523.000000 Penalty: 5361.003418
	Iteration 144Q: 3 clusters Score -8957523 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -8957524.000000 Penalty: 5361.003418
	Iteration 145Q: 3 clusters Score -8957524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8957531.000000 Penalty: 5361.003418
	Iteration 146Q: 3 clusters Score -8957531 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -8957498.000000 Penalty: 5361.003418
	Iteration 147Q: 3 clusters Score -8957498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -8957488.000000 Penalty: 5361.003418
	Iteration 148Q: 3 clusters Score -8957488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -8957472.000000 Penalty: 5361.003418
	Iteration 149Q: 3 clusters Score -8957472 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -8957455.000000 Penalty: 5361.003418
	Iteration 150Q: 3 clusters Score -8957455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -8957458.000000 Penalty: 5361.003418
	Iteration 151Q: 3 clusters Score -8957458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -8957454.000000 Penalty: 5361.003418
	Iteration 152Q: 3 clusters Score -8957454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -8957439.000000 Penalty: 5361.003418
	Iteration 153Q: 3 clusters Score -8957439 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -8957462.000000 Penalty: 5361.003418
	Iteration 154Q: 3 clusters Score -8957462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -8957441.000000 Penalty: 5361.003418
	Iteration 155Q: 3 clusters Score -8957441 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -8957454.000000 Penalty: 5361.003418
	Iteration 156Q: 3 clusters Score -8957454 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -8957451.000000 Penalty: 5361.003418
	Iteration 157Q: 3 clusters Score -8957451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -8957449.000000 Penalty: 5361.003418
	Iteration 158Q: 3 clusters Score -8957449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -8957443.000000 Penalty: 5361.003418
	Iteration 159Q: 3 clusters Score -8957443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -8957436.000000 Penalty: 5361.003418
	Iteration 160F: 3 clusters Score -8957436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -8957402.000000 Penalty: 5361.003418
	Iteration 161Q: 3 clusters Score -8957402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -8957413.000000 Penalty: 5361.003418
	Iteration 162Q: 3 clusters Score -8957413 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -8957395.000000 Penalty: 5361.003418
	Iteration 163Q: 3 clusters Score -8957395 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -8957390.000000 Penalty: 5361.003418
	Iteration 164Q: 3 clusters Score -8957390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -8957371.000000 Penalty: 5361.003418
	Iteration 165Q: 3 clusters Score -8957371 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -8957377.000000 Penalty: 5361.003418
	Iteration 166Q: 3 clusters Score -8957377 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -8957396.000000 Penalty: 5361.003418
	Iteration 167Q: 3 clusters Score -8957396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -8957394.000000 Penalty: 5361.003418
	Iteration 168Q: 3 clusters Score -8957394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -8957426.000000 Penalty: 5361.003418
	Iteration 169Q: 3 clusters Score -8957426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -8957436.000000 Penalty: 5361.003418
	Iteration 170Q: 3 clusters Score -8957436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -8957449.000000 Penalty: 5361.003418
	Iteration 171Q: 3 clusters Score -8957449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -8957442.000000 Penalty: 5361.003418
	Iteration 172Q: 3 clusters Score -8957442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -8957446.000000 Penalty: 5361.003418
	Iteration 173Q: 3 clusters Score -8957446 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -8957460.000000 Penalty: 5361.003418
	Iteration 174Q: 3 clusters Score -8957460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -8957469.000000 Penalty: 5361.003418
	Iteration 175Q: 3 clusters Score -8957469 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -8957463.000000 Penalty: 5361.003418
	Iteration 176Q: 3 clusters Score -8957463 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -8957456.000000 Penalty: 5361.003418
	Iteration 177Q: 3 clusters Score -8957456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -8957463.000000 Penalty: 5361.003418
	Iteration 178Q: 3 clusters Score -8957463 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -8957465.000000 Penalty: 5361.003418
	Iteration 179Q: 3 clusters Score -8957465 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -8957486.000000 Penalty: 5361.003418
	Iteration 180F: 3 clusters Score -8957486 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -8957468.000000 Penalty: 5361.003418
	Iteration 181Q: 3 clusters Score -8957468 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -8957479.000000 Penalty: 5361.003418
	Iteration 182Q: 3 clusters Score -8957479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -8957442.000000 Penalty: 5361.003418
	Iteration 183Q: 3 clusters Score -8957442 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -8957424.000000 Penalty: 5361.003418
	Iteration 184Q: 3 clusters Score -8957424 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -8957430.000000 Penalty: 5361.003418
	Iteration 185Q: 3 clusters Score -8957430 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -8957449.000000 Penalty: 5361.003418
	Iteration 186Q: 3 clusters Score -8957449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -8957444.000000 Penalty: 5361.003418
	Iteration 187Q: 3 clusters Score -8957444 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -8957455.000000 Penalty: 5361.003418
	Iteration 188Q: 3 clusters Score -8957455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -8957423.000000 Penalty: 5361.003418
	Iteration 189Q: 3 clusters Score -8957423 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -8957412.000000 Penalty: 5361.003418
	Iteration 190Q: 3 clusters Score -8957412 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -8957400.000000 Penalty: 5361.003418
	Iteration 191Q: 3 clusters Score -8957400 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -8957424.000000 Penalty: 5361.003418
	Iteration 192Q: 3 clusters Score -8957424 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8957399.000000 Penalty: 5361.003418
	Iteration 193Q: 3 clusters Score -8957399 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -8957358.000000 Penalty: 5361.003418
	Iteration 194Q: 3 clusters Score -8957358 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -8957324.000000 Penalty: 5361.003418
	Iteration 195Q: 3 clusters Score -8957324 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -8957337.000000 Penalty: 5361.003418
	Iteration 196Q: 3 clusters Score -8957337 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -8957345.000000 Penalty: 5361.003418
	Iteration 197Q: 3 clusters Score -8957345 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -8957332.000000 Penalty: 5361.003418
	Iteration 198Q: 3 clusters Score -8957332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -8957345.000000 Penalty: 5361.003418
	Iteration 199Q: 3 clusters Score -8957345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -8957337.000000 Penalty: 5361.003418
	Iteration 200F: 3 clusters Score -8957337 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -8957365.000000 Penalty: 5361.003418
	Iteration 201Q: 3 clusters Score -8957365 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -8957359.000000 Penalty: 5361.003418
	Iteration 202Q: 3 clusters Score -8957359 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -8957339.000000 Penalty: 5361.003418
	Iteration 203Q: 3 clusters Score -8957339 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8957334.000000 Penalty: 5361.003418
	Iteration 204Q: 3 clusters Score -8957334 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -8957342.000000 Penalty: 5361.003418
	Iteration 205Q: 3 clusters Score -8957342 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -8957319.000000 Penalty: 5361.003418
	Iteration 206Q: 3 clusters Score -8957319 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -8957313.000000 Penalty: 5361.003418
	Iteration 207Q: 3 clusters Score -8957313 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -8957334.000000 Penalty: 5361.003418
	Iteration 208Q: 3 clusters Score -8957334 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -8957364.000000 Penalty: 5361.003418
	Iteration 209Q: 3 clusters Score -8957364 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -8957361.000000 Penalty: 5361.003418
	Iteration 210Q: 3 clusters Score -8957361 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -8957363.000000 Penalty: 5361.003418
	Iteration 211Q: 3 clusters Score -8957363 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -8957354.000000 Penalty: 5361.003418
	Iteration 212Q: 3 clusters Score -8957354 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -8957346.000000 Penalty: 5361.003418
	Iteration 213Q: 3 clusters Score -8957346 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -8957350.000000 Penalty: 5361.003418
	Iteration 214Q: 3 clusters Score -8957350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -8957346.000000 Penalty: 5361.003418
	Iteration 215Q: 3 clusters Score -8957346 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -8957369.000000 Penalty: 5361.003418
	Iteration 216Q: 3 clusters Score -8957369 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8957409.000000 Penalty: 5361.003418
	Iteration 217Q: 3 clusters Score -8957409 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -8957462.000000 Penalty: 5361.003418
	Iteration 218Q: 3 clusters Score -8957462 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8957453.000000 Penalty: 5361.003418
	Iteration 219Q: 3 clusters Score -8957453 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -8957393.000000 Penalty: 5361.003418
	Iteration 220F: 3 clusters Score -8957393 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8957376.000000 Penalty: 5361.003418
	Iteration 221Q: 3 clusters Score -8957376 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8957365.000000 Penalty: 5361.003418
	Iteration 222Q: 3 clusters Score -8957365 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8957370.000000 Penalty: 5361.003418
	Iteration 223Q: 3 clusters Score -8957370 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8957348.000000 Penalty: 5361.003418
	Iteration 224Q: 3 clusters Score -8957348 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -8957345.000000 Penalty: 5361.003418
	Iteration 225Q: 3 clusters Score -8957345 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -8957382.000000 Penalty: 5361.003418
	Iteration 226Q: 3 clusters Score -8957382 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -8957410.000000 Penalty: 5361.003418
	Iteration 227Q: 3 clusters Score -8957410 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -8957403.000000 Penalty: 5361.003418
	Iteration 228Q: 3 clusters Score -8957403 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -8957389.000000 Penalty: 5361.003418
	Iteration 229Q: 3 clusters Score -8957389 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -8957395.000000 Penalty: 5361.003418
	Iteration 230Q: 3 clusters Score -8957395 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -8957410.000000 Penalty: 5361.003418
	Iteration 231Q: 3 clusters Score -8957410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -8957394.000000 Penalty: 5361.003418
	Iteration 232Q: 3 clusters Score -8957394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -8957397.000000 Penalty: 5361.003418
	Iteration 233Q: 3 clusters Score -8957397 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -8957397.000000 Penalty: 5361.003418
	Iteration 234Q: 3 clusters Score -8957397 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -8957395.000000 Penalty: 5361.003418
	Iteration 235Q: 3 clusters Score -8957395 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -8957398.000000 Penalty: 5361.003418
	Iteration 236Q: 3 clusters Score -8957398 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -8957391.000000 Penalty: 5361.003418
	Iteration 237Q: 3 clusters Score -8957391 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -8957388.000000 Penalty: 5361.003418
	Iteration 238Q: 3 clusters Score -8957388 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -8957418.000000 Penalty: 5361.003418
	Iteration 239Q: 3 clusters Score -8957418 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -8957368.000000 Penalty: 5361.003418
	Iteration 240F: 3 clusters Score -8957368 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -8957364.000000 Penalty: 5361.003418
	Iteration 241Q: 3 clusters Score -8957364 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -8957377.000000 Penalty: 5361.003418
	Iteration 242Q: 3 clusters Score -8957377 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -8957366.000000 Penalty: 5361.003418
	Iteration 243Q: 3 clusters Score -8957366 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -8957339.000000 Penalty: 5361.003418
	Iteration 244Q: 3 clusters Score -8957339 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -8957364.000000 Penalty: 5361.003418
	Iteration 245Q: 3 clusters Score -8957364 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -8957383.000000 Penalty: 5361.003418
	Iteration 246Q: 3 clusters Score -8957383 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8957372.000000 Penalty: 5361.003418
	Iteration 247Q: 3 clusters Score -8957372 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -8957414.000000 Penalty: 5361.003418
	Iteration 248Q: 3 clusters Score -8957414 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -8957428.000000 Penalty: 5361.003418
	Iteration 249Q: 3 clusters Score -8957428 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -8957479.000000 Penalty: 5361.003418
	Iteration 250Q: 3 clusters Score -8957479 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -8957458.000000 Penalty: 5361.003418
	Iteration 251Q: 3 clusters Score -8957458 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -8957509.000000 Penalty: 5361.003418
	Iteration 252Q: 3 clusters Score -8957509 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -8957553.000000 Penalty: 5361.003418
	Iteration 253Q: 3 clusters Score -8957553 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -8957589.000000 Penalty: 5361.003418
	Iteration 254Q: 3 clusters Score -8957589 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -8957666.000000 Penalty: 5361.003418
	Iteration 255Q: 3 clusters Score -8957666 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -8957718.000000 Penalty: 5361.003418
	Iteration 256Q: 3 clusters Score -8957718 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -8957708.000000 Penalty: 5361.003418
	Iteration 257Q: 3 clusters Score -8957708 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -8957757.000000 Penalty: 5361.003418
	Iteration 258Q: 3 clusters Score -8957757 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -8957758.000000 Penalty: 5361.003418
	Iteration 259Q: 3 clusters Score -8957758 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8957774.000000 Penalty: 5361.003418
	Iteration 260F: 3 clusters Score -8957774 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -8957768.000000 Penalty: 5361.003418
	Iteration 261Q: 3 clusters Score -8957768 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -8957793.000000 Penalty: 5361.003418
	Iteration 262Q: 3 clusters Score -8957793 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -8957819.000000 Penalty: 5361.003418
	Iteration 263Q: 3 clusters Score -8957819 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -8957828.000000 Penalty: 5361.003418
	Iteration 264Q: 3 clusters Score -8957828 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -8957845.000000 Penalty: 5361.003418
	Iteration 265Q: 3 clusters Score -8957845 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -8957873.000000 Penalty: 5361.003418
	Iteration 266Q: 3 clusters Score -8957873 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -8957877.000000 Penalty: 5361.003418
	Iteration 267Q: 3 clusters Score -8957877 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -8957916.000000 Penalty: 5361.003418
	Iteration 268Q: 3 clusters Score -8957916 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -8957931.000000 Penalty: 5361.003418
	Iteration 269Q: 3 clusters Score -8957931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -8957924.000000 Penalty: 5361.003418
	Iteration 270Q: 3 clusters Score -8957924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8957921.000000 Penalty: 5361.003418
	Iteration 271Q: 3 clusters Score -8957921 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -8957951.000000 Penalty: 5361.003418
	Iteration 272Q: 3 clusters Score -8957951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -8957953.000000 Penalty: 5361.003418
	Iteration 273Q: 3 clusters Score -8957953 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -8957941.000000 Penalty: 5361.003418
	Iteration 274Q: 3 clusters Score -8957941 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -8957958.000000 Penalty: 5361.003418
	Iteration 275Q: 3 clusters Score -8957958 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8957932.000000 Penalty: 5361.003418
	Iteration 276Q: 3 clusters Score -8957932 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8957944.000000 Penalty: 5361.003418
	Iteration 277Q: 3 clusters Score -8957944 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8957924.000000 Penalty: 5361.003418
	Iteration 278Q: 3 clusters Score -8957924 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8957938.000000 Penalty: 5361.003418
	Iteration 279Q: 3 clusters Score -8957938 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -8957941.000000 Penalty: 5361.003418
	Iteration 280F: 3 clusters Score -8957941 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -8957922.000000 Penalty: 5361.003418
	Iteration 281Q: 3 clusters Score -8957922 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -8957927.000000 Penalty: 5361.003418
	Iteration 282Q: 3 clusters Score -8957927 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8957899.000000 Penalty: 5361.003418
	Iteration 283Q: 3 clusters Score -8957899 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8957884.000000 Penalty: 5361.003418
	Iteration 284Q: 3 clusters Score -8957884 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8957853.000000 Penalty: 5361.003418
	Iteration 285Q: 3 clusters Score -8957853 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -8957820.000000 Penalty: 5361.003418
	Iteration 286Q: 3 clusters Score -8957820 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8957814.000000 Penalty: 5361.003418
	Iteration 287Q: 3 clusters Score -8957814 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -8957742.000000 Penalty: 5361.003418
	Iteration 288Q: 3 clusters Score -8957742 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8957698.000000 Penalty: 5361.003418
	Iteration 289Q: 3 clusters Score -8957698 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8957617.000000 Penalty: 5361.003418
	Iteration 290Q: 3 clusters Score -8957617 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -8957776.000000 Penalty: 5361.003418
	Iteration 291Q: 3 clusters Score -8957776 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8957819.000000 Penalty: 5361.003418
	Iteration 292Q: 3 clusters Score -8957819 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8957837.000000 Penalty: 5361.003418
	Iteration 293Q: 3 clusters Score -8957837 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8957828.000000 Penalty: 5361.003418
	Iteration 294Q: 3 clusters Score -8957828 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -8957855.000000 Penalty: 5361.003418
	Iteration 295Q: 3 clusters Score -8957855 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -8957859.000000 Penalty: 5361.003418
	Iteration 296Q: 3 clusters Score -8957859 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -8957839.000000 Penalty: 5361.003418
	Iteration 297Q: 3 clusters Score -8957839 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -8957825.000000 Penalty: 5361.003418
	Iteration 298Q: 3 clusters Score -8957825 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -8957846.000000 Penalty: 5361.003418
	Iteration 299Q: 3 clusters Score -8957846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -8957856.000000 Penalty: 5361.003418
	Iteration 300F: 3 clusters Score -8957856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -8957890.000000 Penalty: 5361.003418
	Iteration 301Q: 3 clusters Score -8957890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -8957895.000000 Penalty: 5361.003418
	Iteration 302Q: 3 clusters Score -8957895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -8957880.000000 Penalty: 5361.003418
	Iteration 303Q: 3 clusters Score -8957880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -8957898.000000 Penalty: 5361.003418
	Iteration 304Q: 3 clusters Score -8957898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -8957918.000000 Penalty: 5361.003418
	Iteration 305Q: 3 clusters Score -8957918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -8957913.000000 Penalty: 5361.003418
	Iteration 306Q: 3 clusters Score -8957913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -8957935.000000 Penalty: 5361.003418
	Iteration 307Q: 3 clusters Score -8957935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -8957918.000000 Penalty: 5361.003418
	Iteration 308Q: 3 clusters Score -8957918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -8957916.000000 Penalty: 5361.003418
	Iteration 309Q: 3 clusters Score -8957916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -8957929.000000 Penalty: 5361.003418
	Iteration 310Q: 3 clusters Score -8957929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -8957938.000000 Penalty: 5361.003418
	Iteration 311Q: 3 clusters Score -8957938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -8957931.000000 Penalty: 5361.003418
	Iteration 312Q: 3 clusters Score -8957931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8957937.000000 Penalty: 5361.003418
	Iteration 313Q: 3 clusters Score -8957937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -8957933.000000 Penalty: 5361.003418
	Iteration 314Q: 3 clusters Score -8957933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -8957941.000000 Penalty: 5361.003418
	Iteration 315Q: 3 clusters Score -8957941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -8957945.000000 Penalty: 5361.003418
	Iteration 316Q: 3 clusters Score -8957945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -8957945.000000 Penalty: 5361.003418
	Iteration 317Q: 3 clusters Score -8957945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -8957949.000000 Penalty: 5361.003418
	Iteration 318Q: 3 clusters Score -8957949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -8957960.000000 Penalty: 5361.003418
	Iteration 319Q: 3 clusters Score -8957960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -8957946.000000 Penalty: 5361.003418
	Iteration 320F: 3 clusters Score -8957946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -8957955.000000 Penalty: 5361.003418
	Iteration 321Q: 3 clusters Score -8957955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -8957955.000000 Penalty: 5361.003418
	Iteration 322Q: 3 clusters Score -8957955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -8957962.000000 Penalty: 5361.003418
	Iteration 323Q: 3 clusters Score -8957962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -8957960.000000 Penalty: 5361.003418
	Iteration 324Q: 3 clusters Score -8957960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -8957966.000000 Penalty: 5361.003418
	Iteration 325Q: 3 clusters Score -8957966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -8957970.000000 Penalty: 5361.003418
	Iteration 326Q: 3 clusters Score -8957970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -8957980.000000 Penalty: 5361.003418
	Iteration 327Q: 3 clusters Score -8957980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -8957980.000000 Penalty: 5361.003418
	Iteration 328Q: 3 clusters Score -8957980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -8957983.000000 Penalty: 5361.003418
	Iteration 329Q: 3 clusters Score -8957983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -8957992.000000 Penalty: 5361.003418
	Iteration 330Q: 3 clusters Score -8957992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -8957992.000000 Penalty: 5361.003418
	Iteration 331Q: 3 clusters Score -8957992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -8957977.000000 Penalty: 5361.003418
	Iteration 332Q: 3 clusters Score -8957977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -8957990.000000 Penalty: 5361.003418
	Iteration 333Q: 3 clusters Score -8957990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -8957997.000000 Penalty: 5361.003418
	Iteration 334Q: 3 clusters Score -8957997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -8958008.000000 Penalty: 5361.003418
	Iteration 335Q: 3 clusters Score -8958008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -8958005.000000 Penalty: 5361.003418
	Iteration 336Q: 3 clusters Score -8958005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -8958003.000000 Penalty: 5361.003418
	Iteration 337Q: 3 clusters Score -8958003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -8958007.000000 Penalty: 5361.003418
	Iteration 338Q: 3 clusters Score -8958007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -8958001.000000 Penalty: 5361.003418
	Iteration 339Q: 3 clusters Score -8958001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -8958010.000000 Penalty: 5361.003418
	Iteration 340F: 3 clusters Score -8958010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -8958003.000000 Penalty: 5361.003418
	Iteration 341Q: 3 clusters Score -8958003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -8958000.000000 Penalty: 5361.003418
	Iteration 342Q: 3 clusters Score -8958000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -8958000.000000 Penalty: 5361.003418
	Iteration 343Q: 3 clusters Score -8958000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -8958004.000000 Penalty: 5361.003418
	Iteration 344Q: 3 clusters Score -8958004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -8958012.000000 Penalty: 5361.003418
	Iteration 345Q: 3 clusters Score -8958012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -8958006.000000 Penalty: 5361.003418
	Iteration 346Q: 3 clusters Score -8958006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -8958007.000000 Penalty: 5361.003418
	Iteration 347Q: 3 clusters Score -8958007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -8958011.000000 Penalty: 5361.003418
	Iteration 348Q: 3 clusters Score -8958011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -8958008.000000 Penalty: 5361.003418
	Iteration 349Q: 3 clusters Score -8958008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -8958006.000000 Penalty: 5361.003418
	Iteration 350Q: 3 clusters Score -8958006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -8958007.000000 Penalty: 5361.003418
	Iteration 351Q: 3 clusters Score -8958007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -8958002.000000 Penalty: 5361.003418
	Iteration 352Q: 3 clusters Score -8958002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -8958000.000000 Penalty: 5361.003418
	Iteration 353Q: 3 clusters Score -8958000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -8958012.000000 Penalty: 5361.003418
	Iteration 354Q: 3 clusters Score -8958012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -8958020.000000 Penalty: 5361.003418
	Iteration 355Q: 3 clusters Score -8958020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -8958016.000000 Penalty: 5361.003418
	Iteration 356Q: 3 clusters Score -8958016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -8958016.000000 Penalty: 5361.003418
	Iteration 357F: 3 clusters Score -8958016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -163086.796875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -163086.8 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 557 members 
Entering Unmasked Estep 
Score: -161215.093750 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -161215.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162166.640625 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -162166.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162964.109375 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -162964.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -163391.328125 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -163391.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -163524.437500 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -163524.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -163622.531250 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -163622.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163734.890625 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -163734.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -163864.187500 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -163864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163930.500000 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -163930.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -163977.421875 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -163977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -163989.437500 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -163989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163994.546875 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -163994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -164002.421875 Penalty: 3493.840332
	Iteration 12F: 3 clusters Score -164002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164015.500000 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -164015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -164019.156250 Penalty: 3493.840332
	Iteration 14Q: 3 clusters Score -164019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -164019.156250 Penalty: 3493.840332
	Iteration 15F: 3 clusters Score -164019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58871 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50171 members 
Mstep: Class 20 contains 49354 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43924 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44465 members 
Mstep: Class 32 contains 43767 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 664 members 
Mstep: Class 38 contains 482 members 
Entering Unmasked Estep 
Score: -196410688.000000 Penalty: 131281.953125
Splitting cluster 37 changes total score from -196411296.000000 to -196410688.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23816 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41093 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51137 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58871 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50171 members 
Mstep: Class 20 contains 49354 members 
Mstep: Class 21 contains 44391 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43924 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44465 members 
Mstep: Class 32 contains 43767 members 
Mstep: Class 33 contains 52087 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411456.000000 Penalty: 127827.164062
Iteration 479Q: 38 clusters Score -1.964115e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 49074 members 
Mstep: Class 3 contains 22821 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55385 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 23813 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 51136 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58879 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50170 members 
Mstep: Class 20 contains 49341 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43922 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48292 members 
Mstep: Class 29 contains 50562 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44467 members 
Mstep: Class 32 contains 43763 members 
Mstep: Class 33 contains 52089 members 
Mstep: Class 34 contains 45343 members 
Mstep: Class 35 contains 45503 members 
Mstep: Class 36 contains 49441 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411456.000000 Penalty: 127827.164062
Iteration 480F: 38 clusters Score -1.964115e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 49075 members 
Mstep: Class 3 contains 22819 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55383 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23810 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 41094 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 13 contains 51140 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17102 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 58887 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50174 members 
Mstep: Class 20 contains 49337 members 
Mstep: Class 21 contains 44385 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43920 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48292 members 
Mstep: Class 29 contains 50562 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44464 members 
Mstep: Class 32 contains 43766 members 
Mstep: Class 33 contains 52093 members 
Mstep: Class 34 contains 45341 members 
Mstep: Class 35 contains 45500 members 
Mstep: Class 36 contains 49444 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411344.000000 Penalty: 127827.164062
Iteration 481Q: 38 clusters Score -1.964113e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 49077 members 
Mstep: Class 3 contains 22815 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55385 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23807 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51144 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42370 members 
Mstep: Class 17 contains 58899 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50177 members 
Mstep: Class 20 contains 49331 members 
Mstep: Class 21 contains 44380 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43913 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48291 members 
Mstep: Class 29 contains 50557 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44463 members 
Mstep: Class 32 contains 43764 members 
Mstep: Class 33 contains 52097 members 
Mstep: Class 34 contains 45340 members 
Mstep: Class 35 contains 45502 members 
Mstep: Class 36 contains 49444 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411344.000000 Penalty: 127827.164062
Iteration 482Q: 38 clusters Score -1.964113e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 49083 members 
Mstep: Class 3 contains 22813 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 23807 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51141 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17103 members 
Mstep: Class 16 contains 42371 members 
Mstep: Class 17 contains 58908 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50179 members 
Mstep: Class 20 contains 49320 members 
Mstep: Class 21 contains 44377 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43912 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14418 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48287 members 
Mstep: Class 29 contains 50558 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44458 members 
Mstep: Class 32 contains 43766 members 
Mstep: Class 33 contains 52095 members 
Mstep: Class 34 contains 45339 members 
Mstep: Class 35 contains 45504 members 
Mstep: Class 36 contains 49454 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411248.000000 Penalty: 127827.164062
Iteration 483Q: 38 clusters Score -1.964112e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 49095 members 
Mstep: Class 3 contains 22812 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23806 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51145 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 58907 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 50178 members 
Mstep: Class 20 contains 49321 members 
Mstep: Class 21 contains 44372 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43912 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14418 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48285 members 
Mstep: Class 29 contains 50554 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44461 members 
Mstep: Class 32 contains 43764 members 
Mstep: Class 33 contains 52097 members 
Mstep: Class 34 contains 45340 members 
Mstep: Class 35 contains 45501 members 
Mstep: Class 36 contains 49455 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411280.000000 Penalty: 127827.164062
Iteration 484Q: 38 clusters Score -1.964113e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 49106 members 
Mstep: Class 3 contains 22811 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55386 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23807 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16044 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51150 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42371 members 
Mstep: Class 17 contains 58913 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50180 members 
Mstep: Class 20 contains 49318 members 
Mstep: Class 21 contains 44370 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43912 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14417 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48286 members 
Mstep: Class 29 contains 50547 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44461 members 
Mstep: Class 32 contains 43757 members 
Mstep: Class 33 contains 52097 members 
Mstep: Class 34 contains 45336 members 
Mstep: Class 35 contains 45497 members 
Mstep: Class 36 contains 49456 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411392.000000 Penalty: 127827.164062
Iteration 485Q: 38 clusters Score -1.964114e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 49117 members 
Mstep: Class 3 contains 22812 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23805 members 
Mstep: Class 8 contains 5450 members 
Mstep: Class 9 contains 41099 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51153 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42371 members 
Mstep: Class 17 contains 58920 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50182 members 
Mstep: Class 20 contains 49316 members 
Mstep: Class 21 contains 44363 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43917 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14416 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48287 members 
Mstep: Class 29 contains 50544 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44463 members 
Mstep: Class 32 contains 43744 members 
Mstep: Class 33 contains 52100 members 
Mstep: Class 34 contains 45333 members 
Mstep: Class 35 contains 45496 members 
Mstep: Class 36 contains 49453 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411312.000000 Penalty: 127827.164062
Iteration 486Q: 38 clusters Score -1.964113e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 49124 members 
Mstep: Class 3 contains 22812 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55383 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23804 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 41099 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51147 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17100 members 
Mstep: Class 16 contains 42371 members 
Mstep: Class 17 contains 58924 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50181 members 
Mstep: Class 20 contains 49311 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43921 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14418 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48285 members 
Mstep: Class 29 contains 50545 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44461 members 
Mstep: Class 32 contains 43745 members 
Mstep: Class 33 contains 52102 members 
Mstep: Class 34 contains 45332 members 
Mstep: Class 35 contains 45491 members 
Mstep: Class 36 contains 49458 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411296.000000 Penalty: 127827.164062
Iteration 487Q: 38 clusters Score -1.964113e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 49132 members 
Mstep: Class 3 contains 22811 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55382 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23803 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41099 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51147 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17100 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 58926 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 50182 members 
Mstep: Class 20 contains 49299 members 
Mstep: Class 21 contains 44356 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43923 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 50545 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44459 members 
Mstep: Class 32 contains 43748 members 
Mstep: Class 33 contains 52102 members 
Mstep: Class 34 contains 45329 members 
Mstep: Class 35 contains 45491 members 
Mstep: Class 36 contains 49458 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411376.000000 Penalty: 127827.164062
Iteration 488Q: 38 clusters Score -1.964114e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 22809 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55381 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23802 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42373 members 
Mstep: Class 17 contains 58928 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50187 members 
Mstep: Class 20 contains 49295 members 
Mstep: Class 21 contains 44346 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43927 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48289 members 
Mstep: Class 29 contains 50543 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44455 members 
Mstep: Class 32 contains 43749 members 
Mstep: Class 33 contains 52104 members 
Mstep: Class 34 contains 45324 members 
Mstep: Class 35 contains 45487 members 
Mstep: Class 36 contains 49461 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411248.000000 Penalty: 127827.164062
Iteration 489Q: 38 clusters Score -1.964112e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 49148 members 
Mstep: Class 3 contains 22807 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55384 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 23803 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51154 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42373 members 
Mstep: Class 17 contains 58931 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50186 members 
Mstep: Class 20 contains 49295 members 
Mstep: Class 21 contains 44330 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43929 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48290 members 
Mstep: Class 29 contains 50540 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44452 members 
Mstep: Class 32 contains 43750 members 
Mstep: Class 33 contains 52107 members 
Mstep: Class 34 contains 45322 members 
Mstep: Class 35 contains 45484 members 
Mstep: Class 36 contains 49466 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411168.000000 Penalty: 127827.164062
Iteration 490Q: 38 clusters Score -1.964112e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 49156 members 
Mstep: Class 3 contains 22807 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55388 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 23802 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 51153 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 58935 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50188 members 
Mstep: Class 20 contains 49301 members 
Mstep: Class 21 contains 44317 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43930 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48292 members 
Mstep: Class 29 contains 50541 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44450 members 
Mstep: Class 32 contains 43741 members 
Mstep: Class 33 contains 52110 members 
Mstep: Class 34 contains 45318 members 
Mstep: Class 35 contains 45484 members 
Mstep: Class 36 contains 49471 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411248.000000 Penalty: 127827.164062
Iteration 491Q: 38 clusters Score -1.964112e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 49167 members 
Mstep: Class 3 contains 22807 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55388 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23801 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51149 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17102 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 58937 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50194 members 
Mstep: Class 20 contains 49306 members 
Mstep: Class 21 contains 44306 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43936 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48293 members 
Mstep: Class 29 contains 50546 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44448 members 
Mstep: Class 32 contains 43735 members 
Mstep: Class 33 contains 52106 members 
Mstep: Class 34 contains 45317 members 
Mstep: Class 35 contains 45478 members 
Mstep: Class 36 contains 49474 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411344.000000 Penalty: 127827.164062
Iteration 492Q: 38 clusters Score -1.964113e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 49176 members 
Mstep: Class 3 contains 22805 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55390 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 23800 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51149 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17102 members 
Mstep: Class 16 contains 42373 members 
Mstep: Class 17 contains 58949 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50198 members 
Mstep: Class 20 contains 49312 members 
Mstep: Class 21 contains 44298 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43934 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48289 members 
Mstep: Class 29 contains 50553 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44446 members 
Mstep: Class 32 contains 43720 members 
Mstep: Class 33 contains 52101 members 
Mstep: Class 34 contains 45316 members 
Mstep: Class 35 contains 45475 members 
Mstep: Class 36 contains 49475 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411376.000000 Penalty: 127827.164062
Iteration 493Q: 38 clusters Score -1.964114e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 49180 members 
Mstep: Class 3 contains 22805 members 
Mstep: Class 4 contains 49058 members 
Mstep: Class 5 contains 55393 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23800 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42374 members 
Mstep: Class 17 contains 58964 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50200 members 
Mstep: Class 20 contains 49317 members 
Mstep: Class 21 contains 44288 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43932 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 50554 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44448 members 
Mstep: Class 32 contains 43711 members 
Mstep: Class 33 contains 52099 members 
Mstep: Class 34 contains 45314 members 
Mstep: Class 35 contains 45472 members 
Mstep: Class 36 contains 49477 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411440.000000 Penalty: 127827.164062
Iteration 494Q: 38 clusters Score -1.964114e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 49187 members 
Mstep: Class 3 contains 22805 members 
Mstep: Class 4 contains 49058 members 
Mstep: Class 5 contains 55400 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 23800 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41096 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51151 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 42374 members 
Mstep: Class 17 contains 58971 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50202 members 
Mstep: Class 20 contains 49323 members 
Mstep: Class 21 contains 44278 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43931 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48287 members 
Mstep: Class 29 contains 50555 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44446 members 
Mstep: Class 32 contains 43706 members 
Mstep: Class 33 contains 52098 members 
Mstep: Class 34 contains 45313 members 
Mstep: Class 35 contains 45465 members 
Mstep: Class 36 contains 49475 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411488.000000 Penalty: 127827.164062
Iteration 495Q: 38 clusters Score -1.964115e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 49199 members 
Mstep: Class 3 contains 22808 members 
Mstep: Class 4 contains 49058 members 
Mstep: Class 5 contains 55406 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23800 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51152 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17100 members 
Mstep: Class 16 contains 42374 members 
Mstep: Class 17 contains 58967 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50203 members 
Mstep: Class 20 contains 49327 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43934 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 50555 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44441 members 
Mstep: Class 32 contains 43710 members 
Mstep: Class 33 contains 52095 members 
Mstep: Class 34 contains 45315 members 
Mstep: Class 35 contains 45462 members 
Mstep: Class 36 contains 49466 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411488.000000 Penalty: 127827.164062
Iteration 496Q: 38 clusters Score -1.964115e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 49206 members 
Mstep: Class 3 contains 22807 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 55408 members 
Mstep: Class 6 contains 27544 members 
Mstep: Class 7 contains 23800 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41098 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51150 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17099 members 
Mstep: Class 16 contains 42373 members 
Mstep: Class 17 contains 58971 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50208 members 
Mstep: Class 20 contains 49326 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43936 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48289 members 
Mstep: Class 29 contains 50551 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44437 members 
Mstep: Class 32 contains 43717 members 
Mstep: Class 33 contains 52090 members 
Mstep: Class 34 contains 45313 members 
Mstep: Class 35 contains 45460 members 
Mstep: Class 36 contains 49463 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411472.000000 Penalty: 127827.164062
Iteration 497Q: 38 clusters Score -1.964115e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 49208 members 
Mstep: Class 3 contains 22805 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55406 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 23798 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41103 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51145 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 42374 members 
Mstep: Class 17 contains 58988 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50205 members 
Mstep: Class 20 contains 49329 members 
Mstep: Class 21 contains 44261 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43938 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48289 members 
Mstep: Class 29 contains 50550 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44432 members 
Mstep: Class 32 contains 43712 members 
Mstep: Class 33 contains 52092 members 
Mstep: Class 34 contains 45317 members 
Mstep: Class 35 contains 45451 members 
Mstep: Class 36 contains 49462 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411552.000000 Penalty: 127827.164062
Iteration 498Q: 38 clusters Score -1.964116e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 49211 members 
Mstep: Class 3 contains 22802 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55409 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 23797 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 41107 members 
Mstep: Class 10 contains 16038 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51135 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 42373 members 
Mstep: Class 17 contains 58997 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50207 members 
Mstep: Class 20 contains 49333 members 
Mstep: Class 21 contains 44262 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43936 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48293 members 
Mstep: Class 29 contains 50555 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44431 members 
Mstep: Class 32 contains 43709 members 
Mstep: Class 33 contains 52093 members 
Mstep: Class 34 contains 45315 members 
Mstep: Class 35 contains 45447 members 
Mstep: Class 36 contains 49460 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411344.000000 Penalty: 127827.164062
Iteration 499Q: 38 clusters Score -1.964113e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49211 members 
Mstep: Class 3 contains 22800 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 55414 members 
Mstep: Class 6 contains 27540 members 
Mstep: Class 7 contains 23798 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 41109 members 
Mstep: Class 10 contains 16038 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 51145 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 59006 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 50212 members 
Mstep: Class 20 contains 49343 members 
Mstep: Class 21 contains 44263 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 43936 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 14419 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 48293 members 
Mstep: Class 29 contains 50546 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 44428 members 
Mstep: Class 32 contains 43705 members 
Mstep: Class 33 contains 52092 members 
Mstep: Class 34 contains 45314 members 
Mstep: Class 35 contains 45442 members 
Mstep: Class 36 contains 49451 members 
Mstep: Class 37 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411360.000000 Penalty: 127827.164062
Iteration 500F: 38 clusters Score -1.964114e+08 nChanged 144
Maximum iterations exceeded
--- Evaluating fit on full set of 3365913 points ---
Entering Unmasked Estep 
Score: -597825664.000000 Penalty: 137908.031250
23->38 Clusters: Score -597825664.000000, best is -598101120.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1121971 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 48446 members 
Mstep: Class 3 contains 49091 members 
Mstep: Class 4 contains 48946 members 
Mstep: Class 5 contains 48939 members 
Mstep: Class 6 contains 48862 members 
Mstep: Class 7 contains 48708 members 
Mstep: Class 8 contains 48752 members 
Mstep: Class 9 contains 49192 members 
Mstep: Class 10 contains 48858 members 
Mstep: Class 11 contains 48473 members 
Mstep: Class 12 contains 48810 members 
Mstep: Class 13 contains 48451 members 
Mstep: Class 14 contains 49029 members 
Mstep: Class 15 contains 48819 members 
Mstep: Class 16 contains 48632 members 
Mstep: Class 17 contains 48635 members 
Mstep: Class 18 contains 48980 members 
Mstep: Class 19 contains 48990 members 
Mstep: Class 20 contains 48754 members 
Mstep: Class 21 contains 48432 members 
Mstep: Class 22 contains 48539 members 
Mstep: Class 23 contains 48708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 759.096558 but Gain 3454.789062
Score: -185850688.000000 Penalty: 76005.335938
Iteration 0F: 23 clusters Score -1.858507e+08 nChanged 1072791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1909 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 52689 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 16493 members 
Mstep: Class 6 contains 40897 members 
Mstep: Class 7 contains 20732 members 
Mstep: Class 8 contains 60407 members 
Mstep: Class 9 contains 42377 members 
Mstep: Class 10 contains 65576 members 
Mstep: Class 11 contains 16312 members 
Mstep: Class 12 contains 64325 members 
Mstep: Class 13 contains 13123 members 
Mstep: Class 14 contains 13693 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 16757 members 
Mstep: Class 18 contains 6140 members 
Mstep: Class 20 contains 179917 members 
Mstep: Class 21 contains 417228 members 
Mstep: Class 22 contains 23606 members 
Mstep: Class 23 contains 22686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2407.991699 but Gain 3454.789062
Score: -193629360.000000 Penalty: 72550.546875
Iteration 1F: 22 clusters Score -1.936294e+08 nChanged 554077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1475 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 3 contains 61848 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 77176 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 139874 members 
Mstep: Class 9 contains 94382 members 
Mstep: Class 10 contains 150755 members 
Mstep: Class 11 contains 16273 members 
Mstep: Class 12 contains 70449 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 6602 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 20 contains 194540 members 
Mstep: Class 21 contains 197714 members 
Mstep: Class 22 contains 12991 members 
Mstep: Class 23 contains 15905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194539024.000000 Penalty: 72550.546875
Iteration 2F: 22 clusters Score -1.94539e+08 nChanged 412846
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 92050 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 101980 members 
Mstep: Class 7 contains 19445 members 
Mstep: Class 8 contains 126001 members 
Mstep: Class 9 contains 137969 members 
Mstep: Class 10 contains 120674 members 
Mstep: Class 11 contains 15035 members 
Mstep: Class 12 contains 67160 members 
Mstep: Class 13 contains 16717 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 3116 members 
Mstep: Class 17 contains 67880 members 
Mstep: Class 18 contains 7386 members 
Mstep: Class 20 contains 121782 members 
Mstep: Class 21 contains 151706 members 
Mstep: Class 22 contains 11899 members 
Mstep: Class 23 contains 20510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194991264.000000 Penalty: 72550.546875
Iteration 3F: 22 clusters Score -1.949913e+08 nChanged 336916
Entering Unmasked Mstep 
Mstep: Class 0 contains 587 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 119353 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 65771 members 
Mstep: Class 7 contains 34122 members 
Mstep: Class 8 contains 113972 members 
Mstep: Class 9 contains 134935 members 
Mstep: Class 10 contains 93518 members 
Mstep: Class 11 contains 15654 members 
Mstep: Class 12 contains 66859 members 
Mstep: Class 13 contains 23794 members 
Mstep: Class 14 contains 5641 members 
Mstep: Class 15 contains 3320 members 
Mstep: Class 17 contains 133656 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 20 contains 85645 members 
Mstep: Class 21 contains 120745 members 
Mstep: Class 22 contains 11495 members 
Mstep: Class 23 contains 32116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195286464.000000 Penalty: 72550.546875
Iteration 4F: 22 clusters Score -1.952865e+08 nChanged 261831
Entering Unmasked Mstep 
Mstep: Class 0 contains 449 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 3820 members 
Mstep: Class 3 contains 95495 members 
Mstep: Class 4 contains 2201 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 76568 members 
Mstep: Class 7 contains 55065 members 
Mstep: Class 8 contains 107510 members 
Mstep: Class 9 contains 118740 members 
Mstep: Class 10 contains 79311 members 
Mstep: Class 11 contains 17843 members 
Mstep: Class 12 contains 78552 members 
Mstep: Class 13 contains 29111 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 17 contains 127628 members 
Mstep: Class 18 contains 15643 members 
Mstep: Class 20 contains 86170 members 
Mstep: Class 21 contains 94533 members 
Mstep: Class 22 contains 11633 members 
Mstep: Class 23 contains 47837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195501360.000000 Penalty: 72550.546875
Iteration 5F: 22 clusters Score -1.955014e+08 nChanged 186446
Entering Unmasked Mstep 
Mstep: Class 0 contains 381 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 92345 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 68654 members 
Mstep: Class 7 contains 76771 members 
Mstep: Class 8 contains 101748 members 
Mstep: Class 9 contains 105706 members 
Mstep: Class 10 contains 68021 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 72375 members 
Mstep: Class 13 contains 32824 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 17 contains 119880 members 
Mstep: Class 18 contains 19250 members 
Mstep: Class 20 contains 68940 members 
Mstep: Class 21 contains 87451 members 
Mstep: Class 22 contains 11983 members 
Mstep: Class 23 contains 68233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195664160.000000 Penalty: 72550.546875
Iteration 6F: 22 clusters Score -1.956642e+08 nChanged 165652
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 87628 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 64742 members 
Mstep: Class 7 contains 97698 members 
Mstep: Class 8 contains 94982 members 
Mstep: Class 9 contains 96438 members 
Mstep: Class 10 contains 61347 members 
Mstep: Class 11 contains 25290 members 
Mstep: Class 12 contains 61543 members 
Mstep: Class 13 contains 34963 members 
Mstep: Class 14 contains 6956 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 17 contains 110256 members 
Mstep: Class 18 contains 24217 members 
Mstep: Class 20 contains 70643 members 
Mstep: Class 21 contains 75244 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 94540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195737232.000000 Penalty: 72550.546875
Iteration 7F: 22 clusters Score -1.957372e+08 nChanged 138122
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 84415 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 63562 members 
Mstep: Class 7 contains 99096 members 
Mstep: Class 8 contains 90830 members 
Mstep: Class 9 contains 93844 members 
Mstep: Class 10 contains 58430 members 
Mstep: Class 11 contains 32998 members 
Mstep: Class 12 contains 57881 members 
Mstep: Class 13 contains 37191 members 
Mstep: Class 14 contains 10353 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 17 contains 105285 members 
Mstep: Class 18 contains 31137 members 
Mstep: Class 20 contains 67099 members 
Mstep: Class 21 contains 76923 members 
Mstep: Class 22 contains 13719 members 
Mstep: Class 23 contains 99668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195800752.000000 Penalty: 72550.546875
Iteration 8F: 22 clusters Score -1.958008e+08 nChanged 99424
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 82568 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 63164 members 
Mstep: Class 7 contains 96563 members 
Mstep: Class 8 contains 89365 members 
Mstep: Class 9 contains 92449 members 
Mstep: Class 10 contains 56731 members 
Mstep: Class 11 contains 43899 members 
Mstep: Class 12 contains 56350 members 
Mstep: Class 13 contains 39924 members 
Mstep: Class 14 contains 15264 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 17 contains 100625 members 
Mstep: Class 18 contains 37910 members 
Mstep: Class 20 contains 64737 members 
Mstep: Class 21 contains 73770 members 
Mstep: Class 22 contains 14633 members 
Mstep: Class 23 contains 92628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195868384.000000 Penalty: 72550.546875
Iteration 9F: 22 clusters Score -1.958684e+08 nChanged 88112
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 80122 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 62490 members 
Mstep: Class 7 contains 93780 members 
Mstep: Class 8 contains 85122 members 
Mstep: Class 9 contains 90556 members 
Mstep: Class 10 contains 54418 members 
Mstep: Class 11 contains 58411 members 
Mstep: Class 12 contains 53354 members 
Mstep: Class 13 contains 42935 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 17 contains 97263 members 
Mstep: Class 18 contains 43893 members 
Mstep: Class 20 contains 62376 members 
Mstep: Class 21 contains 71639 members 
Mstep: Class 22 contains 15047 members 
Mstep: Class 23 contains 90865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195923904.000000 Penalty: 72550.546875
Iteration 10F: 22 clusters Score -1.959239e+08 nChanged 83680
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 5813 members 
Mstep: Class 3 contains 77855 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 61558 members 
Mstep: Class 7 contains 91383 members 
Mstep: Class 8 contains 81930 members 
Mstep: Class 9 contains 88685 members 
Mstep: Class 10 contains 51742 members 
Mstep: Class 11 contains 74736 members 
Mstep: Class 12 contains 49150 members 
Mstep: Class 13 contains 46285 members 
Mstep: Class 14 contains 24298 members 
Mstep: Class 15 contains 2017 members 
Mstep: Class 17 contains 94625 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 20 contains 60167 members 
Mstep: Class 21 contains 68469 members 
Mstep: Class 22 contains 15341 members 
Mstep: Class 23 contains 87996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195956928.000000 Penalty: 72550.546875
Iteration 11F: 22 clusters Score -1.959569e+08 nChanged 85363
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 6260 members 
Mstep: Class 3 contains 75612 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 61739 members 
Mstep: Class 7 contains 89522 members 
Mstep: Class 8 contains 79492 members 
Mstep: Class 9 contains 86890 members 
Mstep: Class 10 contains 49247 members 
Mstep: Class 11 contains 83343 members 
Mstep: Class 12 contains 45988 members 
Mstep: Class 13 contains 50379 members 
Mstep: Class 14 contains 28188 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 17 contains 92010 members 
Mstep: Class 18 contains 54276 members 
Mstep: Class 20 contains 60557 members 
Mstep: Class 21 contains 66905 members 
Mstep: Class 22 contains 15754 members 
Mstep: Class 23 contains 84626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -195979280.000000 Penalty: 72550.546875
Iteration 12F: 22 clusters Score -1.959793e+08 nChanged 72649
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 74529 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 63483 members 
Mstep: Class 7 contains 88476 members 
Mstep: Class 8 contains 78317 members 
Mstep: Class 9 contains 85944 members 
Mstep: Class 10 contains 48197 members 
Mstep: Class 11 contains 75735 members 
Mstep: Class 12 contains 43630 members 
Mstep: Class 13 contains 55983 members 
Mstep: Class 14 contains 31891 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 17 contains 89947 members 
Mstep: Class 18 contains 59727 members 
Mstep: Class 20 contains 62380 members 
Mstep: Class 21 contains 68692 members 
Mstep: Class 22 contains 16279 members 
Mstep: Class 23 contains 81537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196005264.000000 Penalty: 72550.546875
Iteration 13F: 22 clusters Score -1.960053e+08 nChanged 54832
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 73671 members 
Mstep: Class 4 contains 3875 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 64754 members 
Mstep: Class 7 contains 86997 members 
Mstep: Class 8 contains 77166 members 
Mstep: Class 9 contains 84553 members 
Mstep: Class 10 contains 47084 members 
Mstep: Class 11 contains 72372 members 
Mstep: Class 12 contains 41768 members 
Mstep: Class 13 contains 60452 members 
Mstep: Class 14 contains 35259 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 17 contains 88350 members 
Mstep: Class 18 contains 64505 members 
Mstep: Class 20 contains 64250 members 
Mstep: Class 21 contains 68477 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 78799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196024704.000000 Penalty: 72550.546875
Iteration 14Q: 22 clusters Score -1.960247e+08 nChanged 49210
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 72773 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 65775 members 
Mstep: Class 7 contains 85913 members 
Mstep: Class 8 contains 76094 members 
Mstep: Class 9 contains 83423 members 
Mstep: Class 10 contains 46220 members 
Mstep: Class 11 contains 71082 members 
Mstep: Class 12 contains 40308 members 
Mstep: Class 13 contains 62787 members 
Mstep: Class 14 contains 38411 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 17 contains 86842 members 
Mstep: Class 18 contains 68762 members 
Mstep: Class 20 contains 66340 members 
Mstep: Class 21 contains 67606 members 
Mstep: Class 22 contains 17289 members 
Mstep: Class 23 contains 76499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196039472.000000 Penalty: 72550.546875
Iteration 15Q: 22 clusters Score -1.960395e+08 nChanged 44104
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 72030 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 66692 members 
Mstep: Class 7 contains 84865 members 
Mstep: Class 8 contains 75055 members 
Mstep: Class 9 contains 82756 members 
Mstep: Class 10 contains 45678 members 
Mstep: Class 11 contains 70174 members 
Mstep: Class 12 contains 38974 members 
Mstep: Class 13 contains 63465 members 
Mstep: Class 14 contains 41377 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 17 contains 85407 members 
Mstep: Class 18 contains 72813 members 
Mstep: Class 20 contains 68573 members 
Mstep: Class 21 contains 66939 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 74462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196051728.000000 Penalty: 72550.546875
Iteration 16Q: 22 clusters Score -1.960517e+08 nChanged 40373
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 71477 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 67548 members 
Mstep: Class 7 contains 83847 members 
Mstep: Class 8 contains 74211 members 
Mstep: Class 9 contains 82460 members 
Mstep: Class 10 contains 45308 members 
Mstep: Class 11 contains 69775 members 
Mstep: Class 12 contains 37799 members 
Mstep: Class 13 contains 62796 members 
Mstep: Class 14 contains 44219 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 17 contains 84158 members 
Mstep: Class 18 contains 76318 members 
Mstep: Class 20 contains 70757 members 
Mstep: Class 21 contains 66278 members 
Mstep: Class 22 contains 18071 members 
Mstep: Class 23 contains 72725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196060192.000000 Penalty: 72550.546875
Iteration 17Q: 22 clusters Score -1.960602e+08 nChanged 37208
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 9051 members 
Mstep: Class 3 contains 71010 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 68353 members 
Mstep: Class 7 contains 82894 members 
Mstep: Class 8 contains 73378 members 
Mstep: Class 9 contains 82390 members 
Mstep: Class 10 contains 45055 members 
Mstep: Class 11 contains 69510 members 
Mstep: Class 12 contains 36725 members 
Mstep: Class 13 contains 61578 members 
Mstep: Class 14 contains 46922 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 17 contains 83307 members 
Mstep: Class 18 contains 79575 members 
Mstep: Class 20 contains 72364 members 
Mstep: Class 21 contains 65690 members 
Mstep: Class 22 contains 18388 members 
Mstep: Class 23 contains 71052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196065584.000000 Penalty: 72550.546875
Iteration 18Q: 22 clusters Score -1.960656e+08 nChanged 33736
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 70573 members 
Mstep: Class 4 contains 4217 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 68996 members 
Mstep: Class 7 contains 81896 members 
Mstep: Class 8 contains 72733 members 
Mstep: Class 9 contains 82446 members 
Mstep: Class 10 contains 44787 members 
Mstep: Class 11 contains 69395 members 
Mstep: Class 12 contains 35685 members 
Mstep: Class 13 contains 60277 members 
Mstep: Class 14 contains 49239 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 17 contains 82721 members 
Mstep: Class 18 contains 82482 members 
Mstep: Class 20 contains 73382 members 
Mstep: Class 21 contains 65310 members 
Mstep: Class 22 contains 18698 members 
Mstep: Class 23 contains 69631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196068672.000000 Penalty: 72550.546875
Iteration 19Q: 22 clusters Score -1.960687e+08 nChanged 30230
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 70201 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 69439 members 
Mstep: Class 7 contains 80913 members 
Mstep: Class 8 contains 72133 members 
Mstep: Class 9 contains 82601 members 
Mstep: Class 10 contains 44711 members 
Mstep: Class 11 contains 69277 members 
Mstep: Class 12 contains 34682 members 
Mstep: Class 13 contains 59373 members 
Mstep: Class 14 contains 50878 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 17 contains 82381 members 
Mstep: Class 18 contains 84892 members 
Mstep: Class 20 contains 74132 members 
Mstep: Class 21 contains 65233 members 
Mstep: Class 22 contains 18935 members 
Mstep: Class 23 contains 68247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196071328.000000 Penalty: 72550.546875
Iteration 20F: 22 clusters Score -1.960713e+08 nChanged 27425
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 9924 members 
Mstep: Class 3 contains 69983 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 69663 members 
Mstep: Class 7 contains 80057 members 
Mstep: Class 8 contains 71552 members 
Mstep: Class 9 contains 82735 members 
Mstep: Class 10 contains 44660 members 
Mstep: Class 11 contains 69305 members 
Mstep: Class 12 contains 33794 members 
Mstep: Class 13 contains 58761 members 
Mstep: Class 14 contains 52059 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 17 contains 82208 members 
Mstep: Class 18 contains 86713 members 
Mstep: Class 20 contains 74730 members 
Mstep: Class 21 contains 65317 members 
Mstep: Class 22 contains 19144 members 
Mstep: Class 23 contains 67189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196072864.000000 Penalty: 72550.546875
Iteration 21Q: 22 clusters Score -1.960729e+08 nChanged 24902
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 69790 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 69847 members 
Mstep: Class 7 contains 79465 members 
Mstep: Class 8 contains 71127 members 
Mstep: Class 9 contains 82876 members 
Mstep: Class 10 contains 44647 members 
Mstep: Class 11 contains 69382 members 
Mstep: Class 12 contains 33006 members 
Mstep: Class 13 contains 58409 members 
Mstep: Class 14 contains 52701 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 17 contains 82280 members 
Mstep: Class 18 contains 87962 members 
Mstep: Class 20 contains 75014 members 
Mstep: Class 21 contains 65390 members 
Mstep: Class 22 contains 19350 members 
Mstep: Class 23 contains 66399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196074192.000000 Penalty: 72550.546875
Iteration 22Q: 22 clusters Score -1.960742e+08 nChanged 22548
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 10421 members 
Mstep: Class 3 contains 69581 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 70052 members 
Mstep: Class 7 contains 78996 members 
Mstep: Class 8 contains 70785 members 
Mstep: Class 9 contains 82994 members 
Mstep: Class 10 contains 44693 members 
Mstep: Class 11 contains 69453 members 
Mstep: Class 12 contains 32311 members 
Mstep: Class 13 contains 58261 members 
Mstep: Class 14 contains 53045 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 17 contains 82270 members 
Mstep: Class 18 contains 88748 members 
Mstep: Class 20 contains 75347 members 
Mstep: Class 21 contains 65502 members 
Mstep: Class 22 contains 19573 members 
Mstep: Class 23 contains 65762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196074688.000000 Penalty: 72550.546875
Iteration 23Q: 22 clusters Score -1.960747e+08 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 10601 members 
Mstep: Class 3 contains 69334 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 70218 members 
Mstep: Class 7 contains 78634 members 
Mstep: Class 8 contains 70340 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 44797 members 
Mstep: Class 11 contains 69581 members 
Mstep: Class 12 contains 31720 members 
Mstep: Class 13 contains 58262 members 
Mstep: Class 14 contains 53107 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 17 contains 82335 members 
Mstep: Class 18 contains 89278 members 
Mstep: Class 20 contains 75736 members 
Mstep: Class 21 contains 65751 members 
Mstep: Class 22 contains 19822 members 
Mstep: Class 23 contains 65146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196076224.000000 Penalty: 72550.546875
Iteration 24Q: 22 clusters Score -1.960762e+08 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 69119 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 70289 members 
Mstep: Class 7 contains 78201 members 
Mstep: Class 8 contains 69931 members 
Mstep: Class 9 contains 83333 members 
Mstep: Class 10 contains 44931 members 
Mstep: Class 11 contains 69594 members 
Mstep: Class 12 contains 31341 members 
Mstep: Class 13 contains 58414 members 
Mstep: Class 14 contains 53025 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 17 contains 82455 members 
Mstep: Class 18 contains 89606 members 
Mstep: Class 20 contains 76156 members 
Mstep: Class 21 contains 66110 members 
Mstep: Class 22 contains 20037 members 
Mstep: Class 23 contains 64586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196076512.000000 Penalty: 72550.546875
Iteration 25Q: 22 clusters Score -1.960765e+08 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 10833 members 
Mstep: Class 3 contains 68924 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 70198 members 
Mstep: Class 7 contains 78033 members 
Mstep: Class 8 contains 69622 members 
Mstep: Class 9 contains 83480 members 
Mstep: Class 10 contains 45022 members 
Mstep: Class 11 contains 69724 members 
Mstep: Class 12 contains 31032 members 
Mstep: Class 13 contains 58549 members 
Mstep: Class 14 contains 52822 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 17 contains 82625 members 
Mstep: Class 18 contains 89641 members 
Mstep: Class 20 contains 76405 members 
Mstep: Class 21 contains 66416 members 
Mstep: Class 22 contains 20286 members 
Mstep: Class 23 contains 64132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196078848.000000 Penalty: 72550.546875
Iteration 26Q: 22 clusters Score -1.960788e+08 nChanged 18003
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 10900 members 
Mstep: Class 3 contains 68742 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 70049 members 
Mstep: Class 7 contains 77945 members 
Mstep: Class 8 contains 69429 members 
Mstep: Class 9 contains 83548 members 
Mstep: Class 10 contains 45161 members 
Mstep: Class 11 contains 69764 members 
Mstep: Class 12 contains 30823 members 
Mstep: Class 13 contains 58835 members 
Mstep: Class 14 contains 52567 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 17 contains 82710 members 
Mstep: Class 18 contains 89592 members 
Mstep: Class 20 contains 76756 members 
Mstep: Class 21 contains 66727 members 
Mstep: Class 22 contains 20547 members 
Mstep: Class 23 contains 63707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196080000.000000 Penalty: 72550.546875
Iteration 27Q: 22 clusters Score -1.9608e+08 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 10950 members 
Mstep: Class 3 contains 68538 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 69908 members 
Mstep: Class 7 contains 77776 members 
Mstep: Class 8 contains 69355 members 
Mstep: Class 9 contains 83524 members 
Mstep: Class 10 contains 45295 members 
Mstep: Class 11 contains 69859 members 
Mstep: Class 12 contains 30667 members 
Mstep: Class 13 contains 59120 members 
Mstep: Class 14 contains 52306 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 17 contains 82840 members 
Mstep: Class 18 contains 89510 members 
Mstep: Class 20 contains 77132 members 
Mstep: Class 21 contains 67034 members 
Mstep: Class 22 contains 20710 members 
Mstep: Class 23 contains 63325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196081552.000000 Penalty: 72550.546875
Iteration 28Q: 22 clusters Score -1.960816e+08 nChanged 17227
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 10965 members 
Mstep: Class 3 contains 68324 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 69822 members 
Mstep: Class 7 contains 77614 members 
Mstep: Class 8 contains 69439 members 
Mstep: Class 9 contains 83469 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 69821 members 
Mstep: Class 12 contains 30575 members 
Mstep: Class 13 contains 59372 members 
Mstep: Class 14 contains 52029 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 17 contains 82948 members 
Mstep: Class 18 contains 89397 members 
Mstep: Class 20 contains 77549 members 
Mstep: Class 21 contains 67426 members 
Mstep: Class 22 contains 20860 members 
Mstep: Class 23 contains 62927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196083504.000000 Penalty: 72550.546875
Iteration 29Q: 22 clusters Score -1.960835e+08 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 10966 members 
Mstep: Class 3 contains 68147 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 69717 members 
Mstep: Class 7 contains 77502 members 
Mstep: Class 8 contains 69647 members 
Mstep: Class 9 contains 83393 members 
Mstep: Class 10 contains 45365 members 
Mstep: Class 11 contains 69657 members 
Mstep: Class 12 contains 30565 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 51803 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 17 contains 82995 members 
Mstep: Class 18 contains 89304 members 
Mstep: Class 20 contains 77985 members 
Mstep: Class 21 contains 67704 members 
Mstep: Class 22 contains 20991 members 
Mstep: Class 23 contains 62532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196085856.000000 Penalty: 72550.546875
Iteration 30Q: 22 clusters Score -1.960859e+08 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 10918 members 
Mstep: Class 3 contains 67970 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 69586 members 
Mstep: Class 7 contains 77377 members 
Mstep: Class 8 contains 69934 members 
Mstep: Class 9 contains 83315 members 
Mstep: Class 10 contains 45335 members 
Mstep: Class 11 contains 69562 members 
Mstep: Class 12 contains 30620 members 
Mstep: Class 13 contains 59980 members 
Mstep: Class 14 contains 51589 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 17 contains 83039 members 
Mstep: Class 18 contains 89148 members 
Mstep: Class 20 contains 78503 members 
Mstep: Class 21 contains 67946 members 
Mstep: Class 22 contains 21154 members 
Mstep: Class 23 contains 62240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196087088.000000 Penalty: 72550.546875
Iteration 31Q: 22 clusters Score -1.960871e+08 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 10848 members 
Mstep: Class 3 contains 67825 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 69399 members 
Mstep: Class 7 contains 77178 members 
Mstep: Class 8 contains 70263 members 
Mstep: Class 9 contains 83191 members 
Mstep: Class 10 contains 45270 members 
Mstep: Class 11 contains 69551 members 
Mstep: Class 12 contains 30761 members 
Mstep: Class 13 contains 60110 members 
Mstep: Class 14 contains 51363 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 17 contains 83113 members 
Mstep: Class 18 contains 89016 members 
Mstep: Class 20 contains 79000 members 
Mstep: Class 21 contains 68272 members 
Mstep: Class 22 contains 21307 members 
Mstep: Class 23 contains 61993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196088208.000000 Penalty: 72550.546875
Iteration 32Q: 22 clusters Score -1.960882e+08 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 67688 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 69166 members 
Mstep: Class 7 contains 77055 members 
Mstep: Class 8 contains 70660 members 
Mstep: Class 9 contains 83043 members 
Mstep: Class 10 contains 45133 members 
Mstep: Class 11 contains 69399 members 
Mstep: Class 12 contains 30983 members 
Mstep: Class 13 contains 60243 members 
Mstep: Class 14 contains 51173 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 17 contains 83192 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 20 contains 79528 members 
Mstep: Class 21 contains 68679 members 
Mstep: Class 22 contains 21510 members 
Mstep: Class 23 contains 61711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196089840.000000 Penalty: 72550.546875
Iteration 33Q: 22 clusters Score -1.960898e+08 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 67530 members 
Mstep: Class 4 contains 4552 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 68890 members 
Mstep: Class 7 contains 76761 members 
Mstep: Class 8 contains 71095 members 
Mstep: Class 9 contains 82896 members 
Mstep: Class 10 contains 44971 members 
Mstep: Class 11 contains 69254 members 
Mstep: Class 12 contains 31223 members 
Mstep: Class 13 contains 60368 members 
Mstep: Class 14 contains 51026 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 17 contains 83388 members 
Mstep: Class 18 contains 88643 members 
Mstep: Class 20 contains 79927 members 
Mstep: Class 21 contains 69173 members 
Mstep: Class 22 contains 21715 members 
Mstep: Class 23 contains 61503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196092832.000000 Penalty: 72550.546875
Iteration 34Q: 22 clusters Score -1.960928e+08 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 10311 members 
Mstep: Class 3 contains 67326 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 68613 members 
Mstep: Class 7 contains 76519 members 
Mstep: Class 8 contains 71578 members 
Mstep: Class 9 contains 82703 members 
Mstep: Class 10 contains 44810 members 
Mstep: Class 11 contains 69204 members 
Mstep: Class 12 contains 31458 members 
Mstep: Class 13 contains 60444 members 
Mstep: Class 14 contains 50886 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 17 contains 83653 members 
Mstep: Class 18 contains 88484 members 
Mstep: Class 20 contains 80315 members 
Mstep: Class 21 contains 69527 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 61277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196094080.000000 Penalty: 72550.546875
Iteration 35Q: 22 clusters Score -1.960941e+08 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 10109 members 
Mstep: Class 3 contains 67123 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 1730 members 
Mstep: Class 6 contains 68336 members 
Mstep: Class 7 contains 76386 members 
Mstep: Class 8 contains 72100 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 69110 members 
Mstep: Class 12 contains 31698 members 
Mstep: Class 13 contains 60544 members 
Mstep: Class 14 contains 50760 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 17 contains 83850 members 
Mstep: Class 18 contains 88419 members 
Mstep: Class 20 contains 80809 members 
Mstep: Class 21 contains 69827 members 
Mstep: Class 22 contains 22029 members 
Mstep: Class 23 contains 60964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196096320.000000 Penalty: 72550.546875
Iteration 36Q: 22 clusters Score -1.960963e+08 nChanged 14564
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 9943 members 
Mstep: Class 3 contains 66910 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 67986 members 
Mstep: Class 7 contains 76148 members 
Mstep: Class 8 contains 72654 members 
Mstep: Class 9 contains 82353 members 
Mstep: Class 10 contains 44353 members 
Mstep: Class 11 contains 69019 members 
Mstep: Class 12 contains 31956 members 
Mstep: Class 13 contains 60553 members 
Mstep: Class 14 contains 50627 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 17 contains 84079 members 
Mstep: Class 18 contains 88370 members 
Mstep: Class 20 contains 81201 members 
Mstep: Class 21 contains 70268 members 
Mstep: Class 22 contains 22141 members 
Mstep: Class 23 contains 60694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196097536.000000 Penalty: 72550.546875
Iteration 37Q: 22 clusters Score -1.960975e+08 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 66697 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 1728 members 
Mstep: Class 6 contains 67698 members 
Mstep: Class 7 contains 75978 members 
Mstep: Class 8 contains 73183 members 
Mstep: Class 9 contains 82221 members 
Mstep: Class 10 contains 44144 members 
Mstep: Class 11 contains 69013 members 
Mstep: Class 12 contains 32195 members 
Mstep: Class 13 contains 60469 members 
Mstep: Class 14 contains 50525 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 17 contains 84300 members 
Mstep: Class 18 contains 88223 members 
Mstep: Class 20 contains 81553 members 
Mstep: Class 21 contains 70697 members 
Mstep: Class 22 contains 22151 members 
Mstep: Class 23 contains 60440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196099072.000000 Penalty: 72550.546875
Iteration 38Q: 22 clusters Score -1.960991e+08 nChanged 13411
Entering ConstructFrom: 
Score: -196099072.000000 Penalty: 72550.546875
Entering ConstructFrom: 
Trying to split cluster 1 (74426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Entering Unmasked Estep 
Score: -13334800.000000 Penalty: 2781.955078
	Iteration 0F: 2 clusters Score -1.33348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -13310240.000000 Penalty: 5563.910156
	Iteration 0F: 3 clusters Score -1.331024e+07 nChanged 34842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -13329650.000000 Penalty: 5563.910156
	Iteration 1F: 3 clusters Score -1.332965e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -13330111.000000 Penalty: 5563.910156
	Iteration 2Q: 3 clusters Score -1.333011e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -13330708.000000 Penalty: 5563.910156
	Iteration 3Q: 3 clusters Score -1.333071e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -13331277.000000 Penalty: 5563.910156
	Iteration 4Q: 3 clusters Score -1.333128e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -13332132.000000 Penalty: 5563.910156
	Iteration 5Q: 3 clusters Score -1.333213e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -13333220.000000 Penalty: 5563.910156
	Iteration 6Q: 3 clusters Score -1.333322e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -13334797.000000 Penalty: 5563.910156
	Iteration 7Q: 3 clusters Score -1.33348e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -13336822.000000 Penalty: 5563.910156
	Iteration 8F: 3 clusters Score -1.333682e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -13339543.000000 Penalty: 5563.910156
	Iteration 9F: 3 clusters Score -1.333954e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -13342410.000000 Penalty: 5563.910156
	Iteration 10F: 3 clusters Score -1.334241e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -13344182.000000 Penalty: 5563.910156
	Iteration 11F: 3 clusters Score -1.334418e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -13344807.000000 Penalty: 5563.910156
	Iteration 12Q: 3 clusters Score -1.334481e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -13345026.000000 Penalty: 5563.910156
	Iteration 13Q: 3 clusters Score -1.334503e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -13345055.000000 Penalty: 5563.910156
	Iteration 14Q: 3 clusters Score -1.334506e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -13345162.000000 Penalty: 5563.910156
	Iteration 15Q: 3 clusters Score -1.334516e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -13345225.000000 Penalty: 5563.910156
	Iteration 16Q: 3 clusters Score -1.334522e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -13345360.000000 Penalty: 5563.910156
	Iteration 17Q: 3 clusters Score -1.334536e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -13345401.000000 Penalty: 5563.910156
	Iteration 18Q: 3 clusters Score -1.33454e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -13345515.000000 Penalty: 5563.910156
	Iteration 19Q: 3 clusters Score -1.334552e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -13345624.000000 Penalty: 5563.910156
	Iteration 20F: 3 clusters Score -1.334562e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -13345700.000000 Penalty: 5563.910156
	Iteration 21Q: 3 clusters Score -1.33457e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -13345772.000000 Penalty: 5563.910156
	Iteration 22Q: 3 clusters Score -1.334577e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -13345858.000000 Penalty: 5563.910156
	Iteration 23Q: 3 clusters Score -1.334586e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -13346091.000000 Penalty: 5563.910156
	Iteration 24Q: 3 clusters Score -1.334609e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -13346238.000000 Penalty: 5563.910156
	Iteration 25Q: 3 clusters Score -1.334624e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -13346378.000000 Penalty: 5563.910156
	Iteration 26Q: 3 clusters Score -1.334638e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -13346490.000000 Penalty: 5563.910156
	Iteration 27Q: 3 clusters Score -1.334649e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -13346686.000000 Penalty: 5563.910156
	Iteration 28Q: 3 clusters Score -1.334669e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -13346761.000000 Penalty: 5563.910156
	Iteration 29Q: 3 clusters Score -1.334676e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -13346948.000000 Penalty: 5563.910156
	Iteration 30Q: 3 clusters Score -1.334695e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -13347156.000000 Penalty: 5563.910156
	Iteration 31Q: 3 clusters Score -1.334716e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -13347299.000000 Penalty: 5563.910156
	Iteration 32Q: 3 clusters Score -1.33473e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -13347486.000000 Penalty: 5563.910156
	Iteration 33Q: 3 clusters Score -1.334749e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -13347625.000000 Penalty: 5563.910156
	Iteration 34Q: 3 clusters Score -1.334762e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -13347771.000000 Penalty: 5563.910156
	Iteration 35Q: 3 clusters Score -1.334777e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -13347951.000000 Penalty: 5563.910156
	Iteration 36Q: 3 clusters Score -1.334795e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -13348167.000000 Penalty: 5563.910156
	Iteration 37Q: 3 clusters Score -1.334817e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -13348270.000000 Penalty: 5563.910156
	Iteration 38Q: 3 clusters Score -1.334827e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -13348304.000000 Penalty: 5563.910156
	Iteration 39Q: 3 clusters Score -1.33483e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -13348483.000000 Penalty: 5563.910156
	Iteration 40F: 3 clusters Score -1.334848e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -13348685.000000 Penalty: 5563.910156
	Iteration 41Q: 3 clusters Score -1.334868e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -13348810.000000 Penalty: 5563.910156
	Iteration 42Q: 3 clusters Score -1.334881e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -13348923.000000 Penalty: 5563.910156
	Iteration 43Q: 3 clusters Score -1.334892e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -13348899.000000 Penalty: 5563.910156
	Iteration 44Q: 3 clusters Score -1.33489e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -13348976.000000 Penalty: 5563.910156
	Iteration 45Q: 3 clusters Score -1.334898e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -13349014.000000 Penalty: 5563.910156
	Iteration 46Q: 3 clusters Score -1.334901e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -13349027.000000 Penalty: 5563.910156
	Iteration 47Q: 3 clusters Score -1.334903e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -13349083.000000 Penalty: 5563.910156
	Iteration 48Q: 3 clusters Score -1.334908e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -13349076.000000 Penalty: 5563.910156
	Iteration 49Q: 3 clusters Score -1.334908e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -13349072.000000 Penalty: 5563.910156
	Iteration 50Q: 3 clusters Score -1.334907e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -13349152.000000 Penalty: 5563.910156
	Iteration 51Q: 3 clusters Score -1.334915e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -13349242.000000 Penalty: 5563.910156
	Iteration 52Q: 3 clusters Score -1.334924e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -13349311.000000 Penalty: 5563.910156
	Iteration 53Q: 3 clusters Score -1.334931e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -13349398.000000 Penalty: 5563.910156
	Iteration 54Q: 3 clusters Score -1.33494e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -13349446.000000 Penalty: 5563.910156
	Iteration 55Q: 3 clusters Score -1.334945e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -13349582.000000 Penalty: 5563.910156
	Iteration 56Q: 3 clusters Score -1.334958e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -13349600.000000 Penalty: 5563.910156
	Iteration 57Q: 3 clusters Score -1.33496e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -13349657.000000 Penalty: 5563.910156
	Iteration 58Q: 3 clusters Score -1.334966e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -13349672.000000 Penalty: 5563.910156
	Iteration 59Q: 3 clusters Score -1.334967e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -13349706.000000 Penalty: 5563.910156
	Iteration 60F: 3 clusters Score -1.334971e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -13349742.000000 Penalty: 5563.910156
	Iteration 61Q: 3 clusters Score -1.334974e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -13349763.000000 Penalty: 5563.910156
	Iteration 62Q: 3 clusters Score -1.334976e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -13349811.000000 Penalty: 5563.910156
	Iteration 63Q: 3 clusters Score -1.334981e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -13349804.000000 Penalty: 5563.910156
	Iteration 64Q: 3 clusters Score -1.33498e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -13349844.000000 Penalty: 5563.910156
	Iteration 65Q: 3 clusters Score -1.334984e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -13349863.000000 Penalty: 5563.910156
	Iteration 66Q: 3 clusters Score -1.334986e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -13349898.000000 Penalty: 5563.910156
	Iteration 67Q: 3 clusters Score -1.33499e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -13349903.000000 Penalty: 5563.910156
	Iteration 68Q: 3 clusters Score -1.33499e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -13349928.000000 Penalty: 5563.910156
	Iteration 69Q: 3 clusters Score -1.334993e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -13349916.000000 Penalty: 5563.910156
	Iteration 70Q: 3 clusters Score -1.334992e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -13349966.000000 Penalty: 5563.910156
	Iteration 71Q: 3 clusters Score -1.334997e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -13349940.000000 Penalty: 5563.910156
	Iteration 72Q: 3 clusters Score -1.334994e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -13349954.000000 Penalty: 5563.910156
	Iteration 73Q: 3 clusters Score -1.334995e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -13349934.000000 Penalty: 5563.910156
	Iteration 74Q: 3 clusters Score -1.334993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -13349953.000000 Penalty: 5563.910156
	Iteration 75Q: 3 clusters Score -1.334995e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -13349954.000000 Penalty: 5563.910156
	Iteration 76Q: 3 clusters Score -1.334995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -13349982.000000 Penalty: 5563.910156
	Iteration 77Q: 3 clusters Score -1.334998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -13349985.000000 Penalty: 5563.910156
	Iteration 78Q: 3 clusters Score -1.334998e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -13349987.000000 Penalty: 5563.910156
	Iteration 79Q: 3 clusters Score -1.334999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -13350005.000000 Penalty: 5563.910156
	Iteration 80F: 3 clusters Score -1.335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -13349997.000000 Penalty: 5563.910156
	Iteration 81Q: 3 clusters Score -1.335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -13350002.000000 Penalty: 5563.910156
	Iteration 82Q: 3 clusters Score -1.335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -13349984.000000 Penalty: 5563.910156
	Iteration 83Q: 3 clusters Score -1.334998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -13350007.000000 Penalty: 5563.910156
	Iteration 84Q: 3 clusters Score -1.335001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -13349994.000000 Penalty: 5563.910156
	Iteration 85Q: 3 clusters Score -1.334999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -13349999.000000 Penalty: 5563.910156
	Iteration 86Q: 3 clusters Score -1.335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -13349993.000000 Penalty: 5563.910156
	Iteration 87Q: 3 clusters Score -1.334999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -13350001.000000 Penalty: 5563.910156
	Iteration 88Q: 3 clusters Score -1.335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -13349996.000000 Penalty: 5563.910156
	Iteration 89Q: 3 clusters Score -1.335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -13350012.000000 Penalty: 5563.910156
	Iteration 90Q: 3 clusters Score -1.335001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -13350018.000000 Penalty: 5563.910156
	Iteration 91Q: 3 clusters Score -1.335002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -13350015.000000 Penalty: 5563.910156
	Iteration 92Q: 3 clusters Score -1.335002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -13350023.000000 Penalty: 5563.910156
	Iteration 93Q: 3 clusters Score -1.335002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -13350023.000000 Penalty: 5563.910156
	Iteration 94F: 3 clusters Score -1.335002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 66468 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 67454 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Entering Unmasked Estep 
Score: -196108096.000000 Penalty: 76005.335938
Splitting cluster 1 changes total score from -196099072.000000 to -196108096.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (9681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Entering Unmasked Estep 
Score: -1683750.750000 Penalty: 2276.124268
	Iteration 0F: 2 clusters Score -1683751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1676234.000000 Penalty: 4552.248535
	Iteration 0F: 3 clusters Score -1676234 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1678408.625000 Penalty: 4552.248535
	Iteration 1F: 3 clusters Score -1678409 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1678705.625000 Penalty: 4552.248535
	Iteration 2F: 3 clusters Score -1678706 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1678949.250000 Penalty: 4552.248535
	Iteration 3F: 3 clusters Score -1678949 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1679244.375000 Penalty: 4552.248535
	Iteration 4Q: 3 clusters Score -1679244 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1679596.125000 Penalty: 4552.248535
	Iteration 5Q: 3 clusters Score -1679596 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1680093.500000 Penalty: 4552.248535
	Iteration 6F: 3 clusters Score -1680094 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1680696.250000 Penalty: 4552.248535
	Iteration 7F: 3 clusters Score -1680696 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1681341.625000 Penalty: 4552.248535
	Iteration 8F: 3 clusters Score -1681342 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1681915.750000 Penalty: 4552.248535
	Iteration 9F: 3 clusters Score -1681916 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1682332.375000 Penalty: 4552.248535
	Iteration 10F: 3 clusters Score -1682332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1682607.750000 Penalty: 4552.248535
	Iteration 11Q: 3 clusters Score -1682608 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1682774.750000 Penalty: 4552.248535
	Iteration 12Q: 3 clusters Score -1682775 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1682886.000000 Penalty: 4552.248535
	Iteration 13Q: 3 clusters Score -1682886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1682948.500000 Penalty: 4552.248535
	Iteration 14Q: 3 clusters Score -1682948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1682971.500000 Penalty: 4552.248535
	Iteration 15Q: 3 clusters Score -1682972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1682992.125000 Penalty: 4552.248535
	Iteration 16Q: 3 clusters Score -1682992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1683000.000000 Penalty: 4552.248535
	Iteration 17Q: 3 clusters Score -1683000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1683006.875000 Penalty: 4552.248535
	Iteration 18Q: 3 clusters Score -1683007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1683009.750000 Penalty: 4552.248535
	Iteration 19Q: 3 clusters Score -1683010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1683024.750000 Penalty: 4552.248535
	Iteration 20F: 3 clusters Score -1683025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1683035.125000 Penalty: 4552.248535
	Iteration 21Q: 3 clusters Score -1683035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1683040.125000 Penalty: 4552.248535
	Iteration 22Q: 3 clusters Score -1683040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1683045.125000 Penalty: 4552.248535
	Iteration 23Q: 3 clusters Score -1683045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1683054.625000 Penalty: 4552.248535
	Iteration 24Q: 3 clusters Score -1683055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1683058.625000 Penalty: 4552.248535
	Iteration 25Q: 3 clusters Score -1683059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1683072.125000 Penalty: 4552.248535
	Iteration 26Q: 3 clusters Score -1683072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1683079.500000 Penalty: 4552.248535
	Iteration 27Q: 3 clusters Score -1683080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1683084.000000 Penalty: 4552.248535
	Iteration 28Q: 3 clusters Score -1683084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1683088.500000 Penalty: 4552.248535
	Iteration 29Q: 3 clusters Score -1683088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1683105.375000 Penalty: 4552.248535
	Iteration 30Q: 3 clusters Score -1683105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1683108.000000 Penalty: 4552.248535
	Iteration 31Q: 3 clusters Score -1683108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1683117.375000 Penalty: 4552.248535
	Iteration 32Q: 3 clusters Score -1683117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1683120.625000 Penalty: 4552.248535
	Iteration 33Q: 3 clusters Score -1683121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1683136.125000 Penalty: 4552.248535
	Iteration 34Q: 3 clusters Score -1683136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1683144.000000 Penalty: 4552.248535
	Iteration 35Q: 3 clusters Score -1683144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1683155.250000 Penalty: 4552.248535
	Iteration 36Q: 3 clusters Score -1683155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1683164.000000 Penalty: 4552.248535
	Iteration 37Q: 3 clusters Score -1683164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1683171.375000 Penalty: 4552.248535
	Iteration 38Q: 3 clusters Score -1683171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1683178.625000 Penalty: 4552.248535
	Iteration 39Q: 3 clusters Score -1683179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1683186.500000 Penalty: 4552.248535
	Iteration 40F: 3 clusters Score -1683186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1683196.000000 Penalty: 4552.248535
	Iteration 41Q: 3 clusters Score -1683196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1683202.625000 Penalty: 4552.248535
	Iteration 42Q: 3 clusters Score -1683203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1683214.125000 Penalty: 4552.248535
	Iteration 43Q: 3 clusters Score -1683214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1683216.625000 Penalty: 4552.248535
	Iteration 44Q: 3 clusters Score -1683217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1683229.875000 Penalty: 4552.248535
	Iteration 45Q: 3 clusters Score -1683230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1683237.750000 Penalty: 4552.248535
	Iteration 46Q: 3 clusters Score -1683238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1683241.875000 Penalty: 4552.248535
	Iteration 47Q: 3 clusters Score -1683242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1683247.250000 Penalty: 4552.248535
	Iteration 48Q: 3 clusters Score -1683247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1683257.375000 Penalty: 4552.248535
	Iteration 49Q: 3 clusters Score -1683257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1683265.000000 Penalty: 4552.248535
	Iteration 50Q: 3 clusters Score -1683265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1683271.000000 Penalty: 4552.248535
	Iteration 51Q: 3 clusters Score -1683271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1683281.000000 Penalty: 4552.248535
	Iteration 52Q: 3 clusters Score -1683281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1683288.875000 Penalty: 4552.248535
	Iteration 53Q: 3 clusters Score -1683289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1683294.250000 Penalty: 4552.248535
	Iteration 54Q: 3 clusters Score -1683294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1683301.875000 Penalty: 4552.248535
	Iteration 55Q: 3 clusters Score -1683302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1683304.375000 Penalty: 4552.248535
	Iteration 56Q: 3 clusters Score -1683304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1683308.375000 Penalty: 4552.248535
	Iteration 57Q: 3 clusters Score -1683308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1683317.250000 Penalty: 4552.248535
	Iteration 58Q: 3 clusters Score -1683317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1683322.875000 Penalty: 4552.248535
	Iteration 59Q: 3 clusters Score -1683323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1683324.625000 Penalty: 4552.248535
	Iteration 60F: 3 clusters Score -1683325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1683335.000000 Penalty: 4552.248535
	Iteration 61Q: 3 clusters Score -1683335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1683343.750000 Penalty: 4552.248535
	Iteration 62Q: 3 clusters Score -1683344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1683346.875000 Penalty: 4552.248535
	Iteration 63Q: 3 clusters Score -1683347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1683357.875000 Penalty: 4552.248535
	Iteration 64Q: 3 clusters Score -1683358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1683357.000000 Penalty: 4552.248535
	Iteration 65Q: 3 clusters Score -1683357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1683363.750000 Penalty: 4552.248535
	Iteration 66Q: 3 clusters Score -1683364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1683364.125000 Penalty: 4552.248535
	Iteration 67Q: 3 clusters Score -1683364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1683364.375000 Penalty: 4552.248535
	Iteration 68Q: 3 clusters Score -1683364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1683372.125000 Penalty: 4552.248535
	Iteration 69Q: 3 clusters Score -1683372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1683375.750000 Penalty: 4552.248535
	Iteration 70Q: 3 clusters Score -1683376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1683373.500000 Penalty: 4552.248535
	Iteration 71Q: 3 clusters Score -1683374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1683375.250000 Penalty: 4552.248535
	Iteration 72Q: 3 clusters Score -1683375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1683374.875000 Penalty: 4552.248535
	Iteration 73Q: 3 clusters Score -1683375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1683376.625000 Penalty: 4552.248535
	Iteration 74Q: 3 clusters Score -1683377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1683381.000000 Penalty: 4552.248535
	Iteration 75Q: 3 clusters Score -1683381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1683382.750000 Penalty: 4552.248535
	Iteration 76Q: 3 clusters Score -1683383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1683383.750000 Penalty: 4552.248535
	Iteration 77Q: 3 clusters Score -1683384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1683386.625000 Penalty: 4552.248535
	Iteration 78Q: 3 clusters Score -1683387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1683382.625000 Penalty: 4552.248535
	Iteration 79Q: 3 clusters Score -1683383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1683388.625000 Penalty: 4552.248535
	Iteration 80F: 3 clusters Score -1683389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1683385.750000 Penalty: 4552.248535
	Iteration 81Q: 3 clusters Score -1683386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1683385.500000 Penalty: 4552.248535
	Iteration 82Q: 3 clusters Score -1683386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1683387.125000 Penalty: 4552.248535
	Iteration 83Q: 3 clusters Score -1683387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1683388.750000 Penalty: 4552.248535
	Iteration 84Q: 3 clusters Score -1683389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1683386.500000 Penalty: 4552.248535
	Iteration 85Q: 3 clusters Score -1683386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1683388.500000 Penalty: 4552.248535
	Iteration 86Q: 3 clusters Score -1683388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1683393.375000 Penalty: 4552.248535
	Iteration 87Q: 3 clusters Score -1683393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1683391.875000 Penalty: 4552.248535
	Iteration 88Q: 3 clusters Score -1683392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1683393.250000 Penalty: 4552.248535
	Iteration 89Q: 3 clusters Score -1683393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1683393.125000 Penalty: 4552.248535
	Iteration 90Q: 3 clusters Score -1683393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1683396.625000 Penalty: 4552.248535
	Iteration 91Q: 3 clusters Score -1683397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1683398.500000 Penalty: 4552.248535
	Iteration 92Q: 3 clusters Score -1683398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1683402.000000 Penalty: 4552.248535
	Iteration 93Q: 3 clusters Score -1683402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1683401.750000 Penalty: 4552.248535
	Iteration 94Q: 3 clusters Score -1683402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1683406.250000 Penalty: 4552.248535
	Iteration 95Q: 3 clusters Score -1683406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1683405.375000 Penalty: 4552.248535
	Iteration 96Q: 3 clusters Score -1683405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1683403.625000 Penalty: 4552.248535
	Iteration 97Q: 3 clusters Score -1683404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1683404.125000 Penalty: 4552.248535
	Iteration 98Q: 3 clusters Score -1683404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1683405.375000 Penalty: 4552.248535
	Iteration 99Q: 3 clusters Score -1683405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1683406.375000 Penalty: 4552.248535
	Iteration 100F: 3 clusters Score -1683406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Entering Unmasked Estep 
Score: -11777264.000000 Penalty: 2753.910156
	Iteration 0F: 2 clusters Score -1.177726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -11745044.000000 Penalty: 5507.820312
	Iteration 0F: 3 clusters Score -1.174504e+07 nChanged 31248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -11762541.000000 Penalty: 5507.820312
	Iteration 1F: 3 clusters Score -1.176254e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -11763302.000000 Penalty: 5507.820312
	Iteration 2Q: 3 clusters Score -1.17633e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -11764338.000000 Penalty: 5507.820312
	Iteration 3Q: 3 clusters Score -1.176434e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -11766077.000000 Penalty: 5507.820312
	Iteration 4F: 3 clusters Score -1.176608e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -11768584.000000 Penalty: 5507.820312
	Iteration 5F: 3 clusters Score -1.176858e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -11771569.000000 Penalty: 5507.820312
	Iteration 6F: 3 clusters Score -1.177157e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -11774435.000000 Penalty: 5507.820312
	Iteration 7F: 3 clusters Score -1.177444e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -11776872.000000 Penalty: 5507.820312
	Iteration 8F: 3 clusters Score -1.177687e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -11778494.000000 Penalty: 5507.820312
	Iteration 9Q: 3 clusters Score -1.177849e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -11779759.000000 Penalty: 5507.820312
	Iteration 10Q: 3 clusters Score -1.177976e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -11780470.000000 Penalty: 5507.820312
	Iteration 11Q: 3 clusters Score -1.178047e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -11780991.000000 Penalty: 5507.820312
	Iteration 12Q: 3 clusters Score -1.178099e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -11781276.000000 Penalty: 5507.820312
	Iteration 13Q: 3 clusters Score -1.178128e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -11781547.000000 Penalty: 5507.820312
	Iteration 14Q: 3 clusters Score -1.178155e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -11781688.000000 Penalty: 5507.820312
	Iteration 15Q: 3 clusters Score -1.178169e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -11781809.000000 Penalty: 5507.820312
	Iteration 16Q: 3 clusters Score -1.178181e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -11781997.000000 Penalty: 5507.820312
	Iteration 17Q: 3 clusters Score -1.1782e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -11782121.000000 Penalty: 5507.820312
	Iteration 18Q: 3 clusters Score -1.178212e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -11782198.000000 Penalty: 5507.820312
	Iteration 19Q: 3 clusters Score -1.17822e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -11782310.000000 Penalty: 5507.820312
	Iteration 20F: 3 clusters Score -1.178231e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -11782395.000000 Penalty: 5507.820312
	Iteration 21Q: 3 clusters Score -1.17824e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -11782463.000000 Penalty: 5507.820312
	Iteration 22Q: 3 clusters Score -1.178246e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -11782520.000000 Penalty: 5507.820312
	Iteration 23Q: 3 clusters Score -1.178252e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -11782562.000000 Penalty: 5507.820312
	Iteration 24Q: 3 clusters Score -1.178256e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -11782636.000000 Penalty: 5507.820312
	Iteration 25Q: 3 clusters Score -1.178264e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -11782675.000000 Penalty: 5507.820312
	Iteration 26Q: 3 clusters Score -1.178268e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -11782759.000000 Penalty: 5507.820312
	Iteration 27Q: 3 clusters Score -1.178276e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -11782768.000000 Penalty: 5507.820312
	Iteration 28Q: 3 clusters Score -1.178277e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -11782800.000000 Penalty: 5507.820312
	Iteration 29Q: 3 clusters Score -1.17828e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -11782794.000000 Penalty: 5507.820312
	Iteration 30Q: 3 clusters Score -1.178279e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -11782807.000000 Penalty: 5507.820312
	Iteration 31Q: 3 clusters Score -1.178281e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -11782841.000000 Penalty: 5507.820312
	Iteration 32Q: 3 clusters Score -1.178284e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -11782856.000000 Penalty: 5507.820312
	Iteration 33Q: 3 clusters Score -1.178286e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -11782851.000000 Penalty: 5507.820312
	Iteration 34Q: 3 clusters Score -1.178285e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -11782868.000000 Penalty: 5507.820312
	Iteration 35Q: 3 clusters Score -1.178287e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -11782906.000000 Penalty: 5507.820312
	Iteration 36Q: 3 clusters Score -1.178291e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -11782918.000000 Penalty: 5507.820312
	Iteration 37Q: 3 clusters Score -1.178292e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -11782924.000000 Penalty: 5507.820312
	Iteration 38Q: 3 clusters Score -1.178292e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -11782903.000000 Penalty: 5507.820312
	Iteration 39Q: 3 clusters Score -1.17829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -11782918.000000 Penalty: 5507.820312
	Iteration 40F: 3 clusters Score -1.178292e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -11782930.000000 Penalty: 5507.820312
	Iteration 41Q: 3 clusters Score -1.178293e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -11782930.000000 Penalty: 5507.820312
	Iteration 42Q: 3 clusters Score -1.178293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -11782946.000000 Penalty: 5507.820312
	Iteration 43Q: 3 clusters Score -1.178295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -11782940.000000 Penalty: 5507.820312
	Iteration 44Q: 3 clusters Score -1.178294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -11782938.000000 Penalty: 5507.820312
	Iteration 45Q: 3 clusters Score -1.178294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -11782940.000000 Penalty: 5507.820312
	Iteration 46Q: 3 clusters Score -1.178294e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -11782940.000000 Penalty: 5507.820312
	Iteration 47Q: 3 clusters Score -1.178294e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -11782966.000000 Penalty: 5507.820312
	Iteration 48Q: 3 clusters Score -1.178297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -11782956.000000 Penalty: 5507.820312
	Iteration 49Q: 3 clusters Score -1.178296e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -11782951.000000 Penalty: 5507.820312
	Iteration 50Q: 3 clusters Score -1.178295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -11782947.000000 Penalty: 5507.820312
	Iteration 51Q: 3 clusters Score -1.178295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -11782948.000000 Penalty: 5507.820312
	Iteration 52Q: 3 clusters Score -1.178295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -11782945.000000 Penalty: 5507.820312
	Iteration 53Q: 3 clusters Score -1.178294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -11782937.000000 Penalty: 5507.820312
	Iteration 54Q: 3 clusters Score -1.178294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -11782959.000000 Penalty: 5507.820312
	Iteration 55Q: 3 clusters Score -1.178296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -11782957.000000 Penalty: 5507.820312
	Iteration 56Q: 3 clusters Score -1.178296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -11782949.000000 Penalty: 5507.820312
	Iteration 57Q: 3 clusters Score -1.178295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -11782954.000000 Penalty: 5507.820312
	Iteration 58Q: 3 clusters Score -1.178295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -11782952.000000 Penalty: 5507.820312
	Iteration 59Q: 3 clusters Score -1.178295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -11782955.000000 Penalty: 5507.820312
	Iteration 60F: 3 clusters Score -1.178296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -11782944.000000 Penalty: 5507.820312
	Iteration 61Q: 3 clusters Score -1.178294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -11782941.000000 Penalty: 5507.820312
	Iteration 62Q: 3 clusters Score -1.178294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -11782941.000000 Penalty: 5507.820312
	Iteration 63Q: 3 clusters Score -1.178294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -11782947.000000 Penalty: 5507.820312
	Iteration 64Q: 3 clusters Score -1.178295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -11782945.000000 Penalty: 5507.820312
	Iteration 65Q: 3 clusters Score -1.178294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -11782933.000000 Penalty: 5507.820312
	Iteration 66Q: 3 clusters Score -1.178293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -11782926.000000 Penalty: 5507.820312
	Iteration 67Q: 3 clusters Score -1.178293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -11782945.000000 Penalty: 5507.820312
	Iteration 68Q: 3 clusters Score -1.178294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -11782933.000000 Penalty: 5507.820312
	Iteration 69Q: 3 clusters Score -1.178293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -11782956.000000 Penalty: 5507.820312
	Iteration 70Q: 3 clusters Score -1.178296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -11782959.000000 Penalty: 5507.820312
	Iteration 71Q: 3 clusters Score -1.178296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -11782965.000000 Penalty: 5507.820312
	Iteration 72Q: 3 clusters Score -1.178296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -11782964.000000 Penalty: 5507.820312
	Iteration 73Q: 3 clusters Score -1.178296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -11782965.000000 Penalty: 5507.820312
	Iteration 74Q: 3 clusters Score -1.178296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -11782956.000000 Penalty: 5507.820312
	Iteration 75Q: 3 clusters Score -1.178296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -11782953.000000 Penalty: 5507.820312
	Iteration 76Q: 3 clusters Score -1.178295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -11782949.000000 Penalty: 5507.820312
	Iteration 77Q: 3 clusters Score -1.178295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -11782945.000000 Penalty: 5507.820312
	Iteration 78Q: 3 clusters Score -1.178294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -11782961.000000 Penalty: 5507.820312
	Iteration 79Q: 3 clusters Score -1.178296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -11782957.000000 Penalty: 5507.820312
	Iteration 80F: 3 clusters Score -1.178296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -11782964.000000 Penalty: 5507.820312
	Iteration 81Q: 3 clusters Score -1.178296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -11782963.000000 Penalty: 5507.820312
	Iteration 82Q: 3 clusters Score -1.178296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -11782971.000000 Penalty: 5507.820312
	Iteration 83Q: 3 clusters Score -1.178297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -11782964.000000 Penalty: 5507.820312
	Iteration 84Q: 3 clusters Score -1.178296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -11782971.000000 Penalty: 5507.820312
	Iteration 85Q: 3 clusters Score -1.178297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -11782972.000000 Penalty: 5507.820312
	Iteration 86Q: 3 clusters Score -1.178297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -11782981.000000 Penalty: 5507.820312
	Iteration 87Q: 3 clusters Score -1.178298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -11782982.000000 Penalty: 5507.820312
	Iteration 88Q: 3 clusters Score -1.178298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -11782990.000000 Penalty: 5507.820312
	Iteration 89Q: 3 clusters Score -1.178299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -11783001.000000 Penalty: 5507.820312
	Iteration 90Q: 3 clusters Score -1.1783e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -11783004.000000 Penalty: 5507.820312
	Iteration 91Q: 3 clusters Score -1.1783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -11783000.000000 Penalty: 5507.820312
	Iteration 92Q: 3 clusters Score -1.1783e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -11782981.000000 Penalty: 5507.820312
	Iteration 93Q: 3 clusters Score -1.178298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -11782991.000000 Penalty: 5507.820312
	Iteration 94Q: 3 clusters Score -1.178299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -11782999.000000 Penalty: 5507.820312
	Iteration 95Q: 3 clusters Score -1.1783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -11782967.000000 Penalty: 5507.820312
	Iteration 96Q: 3 clusters Score -1.178297e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -11782978.000000 Penalty: 5507.820312
	Iteration 97Q: 3 clusters Score -1.178298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -11782980.000000 Penalty: 5507.820312
	Iteration 98Q: 3 clusters Score -1.178298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -11782994.000000 Penalty: 5507.820312
	Iteration 99Q: 3 clusters Score -1.178299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -11782981.000000 Penalty: 5507.820312
	Iteration 100F: 3 clusters Score -1.178298e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -11782971.000000 Penalty: 5507.820312
	Iteration 101Q: 3 clusters Score -1.178297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -11782980.000000 Penalty: 5507.820312
	Iteration 102Q: 3 clusters Score -1.178298e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -11782991.000000 Penalty: 5507.820312
	Iteration 103Q: 3 clusters Score -1.178299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -11783000.000000 Penalty: 5507.820312
	Iteration 104Q: 3 clusters Score -1.1783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -11782975.000000 Penalty: 5507.820312
	Iteration 105Q: 3 clusters Score -1.178298e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -11782992.000000 Penalty: 5507.820312
	Iteration 106Q: 3 clusters Score -1.178299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -11782992.000000 Penalty: 5507.820312
	Iteration 107Q: 3 clusters Score -1.178299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -11782992.000000 Penalty: 5507.820312
	Iteration 108Q: 3 clusters Score -1.178299e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -11783011.000000 Penalty: 5507.820312
	Iteration 109Q: 3 clusters Score -1.178301e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -11783004.000000 Penalty: 5507.820312
	Iteration 110Q: 3 clusters Score -1.1783e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -11783000.000000 Penalty: 5507.820312
	Iteration 111Q: 3 clusters Score -1.1783e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -11783007.000000 Penalty: 5507.820312
	Iteration 112Q: 3 clusters Score -1.178301e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -11783020.000000 Penalty: 5507.820312
	Iteration 113Q: 3 clusters Score -1.178302e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -11783043.000000 Penalty: 5507.820312
	Iteration 114Q: 3 clusters Score -1.178304e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -11783026.000000 Penalty: 5507.820312
	Iteration 115Q: 3 clusters Score -1.178303e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -11783030.000000 Penalty: 5507.820312
	Iteration 116Q: 3 clusters Score -1.178303e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -11783033.000000 Penalty: 5507.820312
	Iteration 117Q: 3 clusters Score -1.178303e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -11783037.000000 Penalty: 5507.820312
	Iteration 118Q: 3 clusters Score -1.178304e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -11783067.000000 Penalty: 5507.820312
	Iteration 119Q: 3 clusters Score -1.178307e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -11783066.000000 Penalty: 5507.820312
	Iteration 120F: 3 clusters Score -1.178307e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -11783098.000000 Penalty: 5507.820312
	Iteration 121Q: 3 clusters Score -1.17831e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -11783096.000000 Penalty: 5507.820312
	Iteration 122Q: 3 clusters Score -1.17831e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -11783115.000000 Penalty: 5507.820312
	Iteration 123Q: 3 clusters Score -1.178312e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -11783138.000000 Penalty: 5507.820312
	Iteration 124Q: 3 clusters Score -1.178314e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -11783149.000000 Penalty: 5507.820312
	Iteration 125Q: 3 clusters Score -1.178315e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -11783159.000000 Penalty: 5507.820312
	Iteration 126Q: 3 clusters Score -1.178316e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -11783167.000000 Penalty: 5507.820312
	Iteration 127Q: 3 clusters Score -1.178317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -11783152.000000 Penalty: 5507.820312
	Iteration 128Q: 3 clusters Score -1.178315e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -11783140.000000 Penalty: 5507.820312
	Iteration 129Q: 3 clusters Score -1.178314e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -11783112.000000 Penalty: 5507.820312
	Iteration 130Q: 3 clusters Score -1.178311e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -11783134.000000 Penalty: 5507.820312
	Iteration 131Q: 3 clusters Score -1.178313e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -11783110.000000 Penalty: 5507.820312
	Iteration 132Q: 3 clusters Score -1.178311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -11783121.000000 Penalty: 5507.820312
	Iteration 133Q: 3 clusters Score -1.178312e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -11783126.000000 Penalty: 5507.820312
	Iteration 134Q: 3 clusters Score -1.178313e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -11783122.000000 Penalty: 5507.820312
	Iteration 135Q: 3 clusters Score -1.178312e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -11783134.000000 Penalty: 5507.820312
	Iteration 136Q: 3 clusters Score -1.178313e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -11783126.000000 Penalty: 5507.820312
	Iteration 137Q: 3 clusters Score -1.178313e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -11783134.000000 Penalty: 5507.820312
	Iteration 138Q: 3 clusters Score -1.178313e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -11783134.000000 Penalty: 5507.820312
	Iteration 139Q: 3 clusters Score -1.178313e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -11783132.000000 Penalty: 5507.820312
	Iteration 140F: 3 clusters Score -1.178313e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -11783126.000000 Penalty: 5507.820312
	Iteration 141Q: 3 clusters Score -1.178313e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -11783128.000000 Penalty: 5507.820312
	Iteration 142Q: 3 clusters Score -1.178313e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -11783117.000000 Penalty: 5507.820312
	Iteration 143Q: 3 clusters Score -1.178312e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -11783130.000000 Penalty: 5507.820312
	Iteration 144Q: 3 clusters Score -1.178313e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -11783172.000000 Penalty: 5507.820312
	Iteration 145Q: 3 clusters Score -1.178317e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -11783133.000000 Penalty: 5507.820312
	Iteration 146Q: 3 clusters Score -1.178313e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -11783145.000000 Penalty: 5507.820312
	Iteration 147Q: 3 clusters Score -1.178314e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -11783151.000000 Penalty: 5507.820312
	Iteration 148Q: 3 clusters Score -1.178315e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -11783169.000000 Penalty: 5507.820312
	Iteration 149Q: 3 clusters Score -1.178317e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -11783174.000000 Penalty: 5507.820312
	Iteration 150Q: 3 clusters Score -1.178317e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -11783203.000000 Penalty: 5507.820312
	Iteration 151Q: 3 clusters Score -1.17832e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -11783206.000000 Penalty: 5507.820312
	Iteration 152Q: 3 clusters Score -1.178321e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -11783208.000000 Penalty: 5507.820312
	Iteration 153Q: 3 clusters Score -1.178321e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -11783192.000000 Penalty: 5507.820312
	Iteration 154Q: 3 clusters Score -1.178319e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -11783199.000000 Penalty: 5507.820312
	Iteration 155Q: 3 clusters Score -1.17832e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -11783216.000000 Penalty: 5507.820312
	Iteration 156Q: 3 clusters Score -1.178322e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -11783231.000000 Penalty: 5507.820312
	Iteration 157Q: 3 clusters Score -1.178323e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -11783212.000000 Penalty: 5507.820312
	Iteration 158Q: 3 clusters Score -1.178321e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -11783212.000000 Penalty: 5507.820312
	Iteration 159Q: 3 clusters Score -1.178321e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -11783201.000000 Penalty: 5507.820312
	Iteration 160F: 3 clusters Score -1.17832e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -11783199.000000 Penalty: 5507.820312
	Iteration 161Q: 3 clusters Score -1.17832e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -11783222.000000 Penalty: 5507.820312
	Iteration 162Q: 3 clusters Score -1.178322e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -11783224.000000 Penalty: 5507.820312
	Iteration 163Q: 3 clusters Score -1.178322e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -11783208.000000 Penalty: 5507.820312
	Iteration 164Q: 3 clusters Score -1.178321e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -11783227.000000 Penalty: 5507.820312
	Iteration 165Q: 3 clusters Score -1.178323e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -11783241.000000 Penalty: 5507.820312
	Iteration 166Q: 3 clusters Score -1.178324e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -11783218.000000 Penalty: 5507.820312
	Iteration 167Q: 3 clusters Score -1.178322e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -11783228.000000 Penalty: 5507.820312
	Iteration 168Q: 3 clusters Score -1.178323e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -11783198.000000 Penalty: 5507.820312
	Iteration 169Q: 3 clusters Score -1.17832e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -11783227.000000 Penalty: 5507.820312
	Iteration 170Q: 3 clusters Score -1.178323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -11783241.000000 Penalty: 5507.820312
	Iteration 171Q: 3 clusters Score -1.178324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -11783227.000000 Penalty: 5507.820312
	Iteration 172Q: 3 clusters Score -1.178323e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -11783240.000000 Penalty: 5507.820312
	Iteration 173Q: 3 clusters Score -1.178324e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -11783247.000000 Penalty: 5507.820312
	Iteration 174Q: 3 clusters Score -1.178325e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -11783242.000000 Penalty: 5507.820312
	Iteration 175Q: 3 clusters Score -1.178324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -11783234.000000 Penalty: 5507.820312
	Iteration 176Q: 3 clusters Score -1.178323e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -11783229.000000 Penalty: 5507.820312
	Iteration 177Q: 3 clusters Score -1.178323e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -11783229.000000 Penalty: 5507.820312
	Iteration 178Q: 3 clusters Score -1.178323e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -11783259.000000 Penalty: 5507.820312
	Iteration 179Q: 3 clusters Score -1.178326e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -11783252.000000 Penalty: 5507.820312
	Iteration 180F: 3 clusters Score -1.178325e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -11783252.000000 Penalty: 5507.820312
	Iteration 181Q: 3 clusters Score -1.178325e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -11783251.000000 Penalty: 5507.820312
	Iteration 182Q: 3 clusters Score -1.178325e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -11783277.000000 Penalty: 5507.820312
	Iteration 183Q: 3 clusters Score -1.178328e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -11783263.000000 Penalty: 5507.820312
	Iteration 184Q: 3 clusters Score -1.178326e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -11783279.000000 Penalty: 5507.820312
	Iteration 185Q: 3 clusters Score -1.178328e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -11783285.000000 Penalty: 5507.820312
	Iteration 186Q: 3 clusters Score -1.178328e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -11783281.000000 Penalty: 5507.820312
	Iteration 187Q: 3 clusters Score -1.178328e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -11783266.000000 Penalty: 5507.820312
	Iteration 188Q: 3 clusters Score -1.178327e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -11783279.000000 Penalty: 5507.820312
	Iteration 189Q: 3 clusters Score -1.178328e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -11783293.000000 Penalty: 5507.820312
	Iteration 190Q: 3 clusters Score -1.178329e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -11783291.000000 Penalty: 5507.820312
	Iteration 191Q: 3 clusters Score -1.178329e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -11783291.000000 Penalty: 5507.820312
	Iteration 192Q: 3 clusters Score -1.178329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -11783301.000000 Penalty: 5507.820312
	Iteration 193Q: 3 clusters Score -1.17833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -11783291.000000 Penalty: 5507.820312
	Iteration 194Q: 3 clusters Score -1.178329e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -11783288.000000 Penalty: 5507.820312
	Iteration 195Q: 3 clusters Score -1.178329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -11783292.000000 Penalty: 5507.820312
	Iteration 196Q: 3 clusters Score -1.178329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -11783302.000000 Penalty: 5507.820312
	Iteration 197Q: 3 clusters Score -1.17833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -11783301.000000 Penalty: 5507.820312
	Iteration 198Q: 3 clusters Score -1.17833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -11783311.000000 Penalty: 5507.820312
	Iteration 199Q: 3 clusters Score -1.178331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -11783302.000000 Penalty: 5507.820312
	Iteration 200F: 3 clusters Score -1.17833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -11783301.000000 Penalty: 5507.820312
	Iteration 201Q: 3 clusters Score -1.17833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -11783281.000000 Penalty: 5507.820312
	Iteration 202Q: 3 clusters Score -1.178328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -11783269.000000 Penalty: 5507.820312
	Iteration 203Q: 3 clusters Score -1.178327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -11783269.000000 Penalty: 5507.820312
	Iteration 204Q: 3 clusters Score -1.178327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -11783286.000000 Penalty: 5507.820312
	Iteration 205Q: 3 clusters Score -1.178329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -11783281.000000 Penalty: 5507.820312
	Iteration 206Q: 3 clusters Score -1.178328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -11783282.000000 Penalty: 5507.820312
	Iteration 207Q: 3 clusters Score -1.178328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -11783275.000000 Penalty: 5507.820312
	Iteration 208Q: 3 clusters Score -1.178328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -11783266.000000 Penalty: 5507.820312
	Iteration 209Q: 3 clusters Score -1.178327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -11783269.000000 Penalty: 5507.820312
	Iteration 210Q: 3 clusters Score -1.178327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -11783268.000000 Penalty: 5507.820312
	Iteration 211Q: 3 clusters Score -1.178327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -11783264.000000 Penalty: 5507.820312
	Iteration 212Q: 3 clusters Score -1.178326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -11783281.000000 Penalty: 5507.820312
	Iteration 213Q: 3 clusters Score -1.178328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -11783284.000000 Penalty: 5507.820312
	Iteration 214Q: 3 clusters Score -1.178328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -11783285.000000 Penalty: 5507.820312
	Iteration 215Q: 3 clusters Score -1.178328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -11783286.000000 Penalty: 5507.820312
	Iteration 216Q: 3 clusters Score -1.178329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -11783291.000000 Penalty: 5507.820312
	Iteration 217Q: 3 clusters Score -1.178329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -11783297.000000 Penalty: 5507.820312
	Iteration 218Q: 3 clusters Score -1.17833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -11783289.000000 Penalty: 5507.820312
	Iteration 219Q: 3 clusters Score -1.178329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -11783292.000000 Penalty: 5507.820312
	Iteration 220F: 3 clusters Score -1.178329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -11783291.000000 Penalty: 5507.820312
	Iteration 221Q: 3 clusters Score -1.178329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -11783291.000000 Penalty: 5507.820312
	Iteration 222F: 3 clusters Score -1.178329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 67454 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Entering Unmasked Estep 
Score: -196110832.000000 Penalty: 79460.125000
Splitting cluster 3 changes total score from -196099072.000000 to -196110832.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -711760.375000 Penalty: 2087.508545
	Iteration 0F: 2 clusters Score -711760.4 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 2295 members 
Entering Unmasked Estep 
Score: -708124.062500 Penalty: 4175.017090
	Iteration 0F: 3 clusters Score -708124.1 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -713259.500000 Penalty: 4175.017090
	Iteration 1F: 3 clusters Score -713259.5 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -717101.875000 Penalty: 4175.017090
	Iteration 2F: 3 clusters Score -717101.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -719065.812500 Penalty: 4175.017090
	Iteration 3F: 3 clusters Score -719065.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -719637.937500 Penalty: 4175.017090
	Iteration 4Q: 3 clusters Score -719637.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -719928.875000 Penalty: 4175.017090
	Iteration 5Q: 3 clusters Score -719928.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -720103.562500 Penalty: 4175.017090
	Iteration 6Q: 3 clusters Score -720103.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -720212.875000 Penalty: 4175.017090
	Iteration 7Q: 3 clusters Score -720212.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -720288.750000 Penalty: 4175.017090
	Iteration 8Q: 3 clusters Score -720288.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -720319.250000 Penalty: 4175.017090
	Iteration 9Q: 3 clusters Score -720319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -720371.500000 Penalty: 4175.017090
	Iteration 10Q: 3 clusters Score -720371.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -720398.312500 Penalty: 4175.017090
	Iteration 11Q: 3 clusters Score -720398.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -720476.437500 Penalty: 4175.017090
	Iteration 12Q: 3 clusters Score -720476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -720503.750000 Penalty: 4175.017090
	Iteration 13Q: 3 clusters Score -720503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -720653.625000 Penalty: 4175.017090
	Iteration 14Q: 3 clusters Score -720653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -720717.187500 Penalty: 4175.017090
	Iteration 15Q: 3 clusters Score -720717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -720774.937500 Penalty: 4175.017090
	Iteration 16Q: 3 clusters Score -720774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -720785.062500 Penalty: 4175.017090
	Iteration 17Q: 3 clusters Score -720785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -720816.875000 Penalty: 4175.017090
	Iteration 18Q: 3 clusters Score -720816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -720830.500000 Penalty: 4175.017090
	Iteration 19Q: 3 clusters Score -720830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -720838.312500 Penalty: 4175.017090
	Iteration 20F: 3 clusters Score -720838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -720838.000000 Penalty: 4175.017090
	Iteration 21Q: 3 clusters Score -720838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -720839.500000 Penalty: 4175.017090
	Iteration 22Q: 3 clusters Score -720839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -720839.500000 Penalty: 4175.017090
	Iteration 23F: 3 clusters Score -720839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 67454 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Entering Unmasked Estep 
Score: -196117568.000000 Penalty: 82914.914062
Splitting cluster 4 changes total score from -196099072.000000 to -196117568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -286226.375000 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -286226.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -283900.750000 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -283900.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -284664.500000 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -284664.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -285238.718750 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -285238.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -285816.500000 Penalty: 3696.966553
	Iteration 3F: 3 clusters Score -285816.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -286361.656250 Penalty: 3696.966553
	Iteration 4F: 3 clusters Score -286361.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -286692.125000 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -286692.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -287003.562500 Penalty: 3696.966553
	Iteration 6F: 3 clusters Score -287003.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -287262.625000 Penalty: 3696.966553
	Iteration 7F: 3 clusters Score -287262.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -287410.156250 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -287410.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -287537.093750 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -287537.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -287663.593750 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -287663.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -287843.218750 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -287843.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -287954.906250 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -287954.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -288020.343750 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -288020.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -288073.750000 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -288073.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288129.468750 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -288129.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -288192.250000 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -288192.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288259.343750 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -288259.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -288293.281250 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -288293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -288310.750000 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -288310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -288316.812500 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -288316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288329.406250 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -288329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288329.406250 Penalty: 3696.966553
	Iteration 22F: 3 clusters Score -288329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 67454 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Entering Unmasked Estep 
Score: -196118208.000000 Penalty: 86369.703125
Splitting cluster 5 changes total score from -196099072.000000 to -196118208.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (67454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Entering Unmasked Estep 
Score: -12059545.000000 Penalty: 2757.561768
	Iteration 0F: 2 clusters Score -1.205954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -12031772.000000 Penalty: 5515.123535
	Iteration 0F: 3 clusters Score -1.203177e+07 nChanged 31482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -12049388.000000 Penalty: 5515.123535
	Iteration 1F: 3 clusters Score -1.204939e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -12050005.000000 Penalty: 5515.123535
	Iteration 2Q: 3 clusters Score -1.205e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -12050607.000000 Penalty: 5515.123535
	Iteration 3Q: 3 clusters Score -1.205061e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -12051228.000000 Penalty: 5515.123535
	Iteration 4Q: 3 clusters Score -1.205123e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -12052148.000000 Penalty: 5515.123535
	Iteration 5Q: 3 clusters Score -1.205215e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -12053434.000000 Penalty: 5515.123535
	Iteration 6Q: 3 clusters Score -1.205343e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -12055046.000000 Penalty: 5515.123535
	Iteration 7F: 3 clusters Score -1.205505e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -12057034.000000 Penalty: 5515.123535
	Iteration 8F: 3 clusters Score -1.205703e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -12059062.000000 Penalty: 5515.123535
	Iteration 9F: 3 clusters Score -1.205906e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -12061051.000000 Penalty: 5515.123535
	Iteration 10F: 3 clusters Score -1.206105e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -12062318.000000 Penalty: 5515.123535
	Iteration 11Q: 3 clusters Score -1.206232e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -12062866.000000 Penalty: 5515.123535
	Iteration 12Q: 3 clusters Score -1.206287e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -12063078.000000 Penalty: 5515.123535
	Iteration 13Q: 3 clusters Score -1.206308e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -12063176.000000 Penalty: 5515.123535
	Iteration 14Q: 3 clusters Score -1.206318e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -12063265.000000 Penalty: 5515.123535
	Iteration 15Q: 3 clusters Score -1.206326e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -12063382.000000 Penalty: 5515.123535
	Iteration 16Q: 3 clusters Score -1.206338e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -12063516.000000 Penalty: 5515.123535
	Iteration 17Q: 3 clusters Score -1.206352e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -12063678.000000 Penalty: 5515.123535
	Iteration 18Q: 3 clusters Score -1.206368e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -12063740.000000 Penalty: 5515.123535
	Iteration 19Q: 3 clusters Score -1.206374e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -12063866.000000 Penalty: 5515.123535
	Iteration 20F: 3 clusters Score -1.206387e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -12063939.000000 Penalty: 5515.123535
	Iteration 21Q: 3 clusters Score -1.206394e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -12064073.000000 Penalty: 5515.123535
	Iteration 22Q: 3 clusters Score -1.206407e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -12064243.000000 Penalty: 5515.123535
	Iteration 23Q: 3 clusters Score -1.206424e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -12064307.000000 Penalty: 5515.123535
	Iteration 24Q: 3 clusters Score -1.206431e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -12064437.000000 Penalty: 5515.123535
	Iteration 25Q: 3 clusters Score -1.206444e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -12064506.000000 Penalty: 5515.123535
	Iteration 26Q: 3 clusters Score -1.206451e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -12064601.000000 Penalty: 5515.123535
	Iteration 27Q: 3 clusters Score -1.20646e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -12064709.000000 Penalty: 5515.123535
	Iteration 28Q: 3 clusters Score -1.206471e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -12064738.000000 Penalty: 5515.123535
	Iteration 29Q: 3 clusters Score -1.206474e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -12064788.000000 Penalty: 5515.123535
	Iteration 30Q: 3 clusters Score -1.206479e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -12064899.000000 Penalty: 5515.123535
	Iteration 31Q: 3 clusters Score -1.20649e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -12065005.000000 Penalty: 5515.123535
	Iteration 32Q: 3 clusters Score -1.2065e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -12065154.000000 Penalty: 5515.123535
	Iteration 33Q: 3 clusters Score -1.206515e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -12065251.000000 Penalty: 5515.123535
	Iteration 34Q: 3 clusters Score -1.206525e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -12065340.000000 Penalty: 5515.123535
	Iteration 35Q: 3 clusters Score -1.206534e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -12065372.000000 Penalty: 5515.123535
	Iteration 36Q: 3 clusters Score -1.206537e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -12065452.000000 Penalty: 5515.123535
	Iteration 37Q: 3 clusters Score -1.206545e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -12065576.000000 Penalty: 5515.123535
	Iteration 38Q: 3 clusters Score -1.206558e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -12065638.000000 Penalty: 5515.123535
	Iteration 39Q: 3 clusters Score -1.206564e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -12065669.000000 Penalty: 5515.123535
	Iteration 40F: 3 clusters Score -1.206567e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -12065744.000000 Penalty: 5515.123535
	Iteration 41Q: 3 clusters Score -1.206574e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -12065864.000000 Penalty: 5515.123535
	Iteration 42Q: 3 clusters Score -1.206586e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -12065981.000000 Penalty: 5515.123535
	Iteration 43Q: 3 clusters Score -1.206598e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -12066033.000000 Penalty: 5515.123535
	Iteration 44Q: 3 clusters Score -1.206603e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -12066122.000000 Penalty: 5515.123535
	Iteration 45Q: 3 clusters Score -1.206612e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -12066136.000000 Penalty: 5515.123535
	Iteration 46Q: 3 clusters Score -1.206614e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -12066210.000000 Penalty: 5515.123535
	Iteration 47Q: 3 clusters Score -1.206621e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -12066329.000000 Penalty: 5515.123535
	Iteration 48Q: 3 clusters Score -1.206633e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -12066423.000000 Penalty: 5515.123535
	Iteration 49Q: 3 clusters Score -1.206642e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -12066468.000000 Penalty: 5515.123535
	Iteration 50Q: 3 clusters Score -1.206647e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -12066587.000000 Penalty: 5515.123535
	Iteration 51Q: 3 clusters Score -1.206659e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -12066662.000000 Penalty: 5515.123535
	Iteration 52Q: 3 clusters Score -1.206666e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -12066694.000000 Penalty: 5515.123535
	Iteration 53Q: 3 clusters Score -1.206669e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -12066821.000000 Penalty: 5515.123535
	Iteration 54Q: 3 clusters Score -1.206682e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -12066897.000000 Penalty: 5515.123535
	Iteration 55Q: 3 clusters Score -1.20669e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -12066985.000000 Penalty: 5515.123535
	Iteration 56Q: 3 clusters Score -1.206698e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -12067118.000000 Penalty: 5515.123535
	Iteration 57Q: 3 clusters Score -1.206712e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -12067192.000000 Penalty: 5515.123535
	Iteration 58Q: 3 clusters Score -1.206719e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -12067275.000000 Penalty: 5515.123535
	Iteration 59Q: 3 clusters Score -1.206728e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -12067348.000000 Penalty: 5515.123535
	Iteration 60F: 3 clusters Score -1.206735e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -12067492.000000 Penalty: 5515.123535
	Iteration 61Q: 3 clusters Score -1.206749e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -12067629.000000 Penalty: 5515.123535
	Iteration 62Q: 3 clusters Score -1.206763e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -12067720.000000 Penalty: 5515.123535
	Iteration 63Q: 3 clusters Score -1.206772e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -12067782.000000 Penalty: 5515.123535
	Iteration 64Q: 3 clusters Score -1.206778e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -12067829.000000 Penalty: 5515.123535
	Iteration 65Q: 3 clusters Score -1.206783e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -12067949.000000 Penalty: 5515.123535
	Iteration 66Q: 3 clusters Score -1.206795e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -12068007.000000 Penalty: 5515.123535
	Iteration 67Q: 3 clusters Score -1.206801e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -12068065.000000 Penalty: 5515.123535
	Iteration 68Q: 3 clusters Score -1.206806e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -12068131.000000 Penalty: 5515.123535
	Iteration 69Q: 3 clusters Score -1.206813e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -12068192.000000 Penalty: 5515.123535
	Iteration 70Q: 3 clusters Score -1.206819e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -12068319.000000 Penalty: 5515.123535
	Iteration 71Q: 3 clusters Score -1.206832e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -12068370.000000 Penalty: 5515.123535
	Iteration 72Q: 3 clusters Score -1.206837e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -12068418.000000 Penalty: 5515.123535
	Iteration 73Q: 3 clusters Score -1.206842e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -12068480.000000 Penalty: 5515.123535
	Iteration 74Q: 3 clusters Score -1.206848e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -12068507.000000 Penalty: 5515.123535
	Iteration 75Q: 3 clusters Score -1.206851e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -12068601.000000 Penalty: 5515.123535
	Iteration 76Q: 3 clusters Score -1.20686e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -12068659.000000 Penalty: 5515.123535
	Iteration 77Q: 3 clusters Score -1.206866e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -12068711.000000 Penalty: 5515.123535
	Iteration 78Q: 3 clusters Score -1.206871e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -12068739.000000 Penalty: 5515.123535
	Iteration 79Q: 3 clusters Score -1.206874e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -12068762.000000 Penalty: 5515.123535
	Iteration 80F: 3 clusters Score -1.206876e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -12068818.000000 Penalty: 5515.123535
	Iteration 81Q: 3 clusters Score -1.206882e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -12068876.000000 Penalty: 5515.123535
	Iteration 82Q: 3 clusters Score -1.206888e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -12068884.000000 Penalty: 5515.123535
	Iteration 83Q: 3 clusters Score -1.206888e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -12068942.000000 Penalty: 5515.123535
	Iteration 84Q: 3 clusters Score -1.206894e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -12068954.000000 Penalty: 5515.123535
	Iteration 85Q: 3 clusters Score -1.206895e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -12068980.000000 Penalty: 5515.123535
	Iteration 86Q: 3 clusters Score -1.206898e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -12069002.000000 Penalty: 5515.123535
	Iteration 87Q: 3 clusters Score -1.2069e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -12069041.000000 Penalty: 5515.123535
	Iteration 88Q: 3 clusters Score -1.206904e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -12069060.000000 Penalty: 5515.123535
	Iteration 89Q: 3 clusters Score -1.206906e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -12069062.000000 Penalty: 5515.123535
	Iteration 90Q: 3 clusters Score -1.206906e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -12069065.000000 Penalty: 5515.123535
	Iteration 91Q: 3 clusters Score -1.206906e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -12069090.000000 Penalty: 5515.123535
	Iteration 92Q: 3 clusters Score -1.206909e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -12069094.000000 Penalty: 5515.123535
	Iteration 93Q: 3 clusters Score -1.206909e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -12069128.000000 Penalty: 5515.123535
	Iteration 94Q: 3 clusters Score -1.206913e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -12069138.000000 Penalty: 5515.123535
	Iteration 95Q: 3 clusters Score -1.206914e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -12069137.000000 Penalty: 5515.123535
	Iteration 96Q: 3 clusters Score -1.206914e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -12069173.000000 Penalty: 5515.123535
	Iteration 97Q: 3 clusters Score -1.206917e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -12069173.000000 Penalty: 5515.123535
	Iteration 98Q: 3 clusters Score -1.206917e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -12069187.000000 Penalty: 5515.123535
	Iteration 99Q: 3 clusters Score -1.206919e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -12069196.000000 Penalty: 5515.123535
	Iteration 100F: 3 clusters Score -1.20692e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -12069227.000000 Penalty: 5515.123535
	Iteration 101Q: 3 clusters Score -1.206923e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -12069210.000000 Penalty: 5515.123535
	Iteration 102Q: 3 clusters Score -1.206921e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -12069205.000000 Penalty: 5515.123535
	Iteration 103Q: 3 clusters Score -1.20692e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -12069223.000000 Penalty: 5515.123535
	Iteration 104Q: 3 clusters Score -1.206922e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -12069217.000000 Penalty: 5515.123535
	Iteration 105Q: 3 clusters Score -1.206922e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -12069220.000000 Penalty: 5515.123535
	Iteration 106Q: 3 clusters Score -1.206922e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -12069234.000000 Penalty: 5515.123535
	Iteration 107Q: 3 clusters Score -1.206923e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -12069251.000000 Penalty: 5515.123535
	Iteration 108Q: 3 clusters Score -1.206925e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -12069250.000000 Penalty: 5515.123535
	Iteration 109Q: 3 clusters Score -1.206925e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -12069246.000000 Penalty: 5515.123535
	Iteration 110Q: 3 clusters Score -1.206925e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -12069282.000000 Penalty: 5515.123535
	Iteration 111Q: 3 clusters Score -1.206928e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -12069283.000000 Penalty: 5515.123535
	Iteration 112Q: 3 clusters Score -1.206928e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -12069300.000000 Penalty: 5515.123535
	Iteration 113Q: 3 clusters Score -1.20693e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -12069295.000000 Penalty: 5515.123535
	Iteration 114Q: 3 clusters Score -1.20693e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -12069330.000000 Penalty: 5515.123535
	Iteration 115Q: 3 clusters Score -1.206933e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -12069323.000000 Penalty: 5515.123535
	Iteration 116Q: 3 clusters Score -1.206932e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -12069302.000000 Penalty: 5515.123535
	Iteration 117Q: 3 clusters Score -1.20693e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -12069327.000000 Penalty: 5515.123535
	Iteration 118Q: 3 clusters Score -1.206933e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -12069319.000000 Penalty: 5515.123535
	Iteration 119Q: 3 clusters Score -1.206932e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -12069341.000000 Penalty: 5515.123535
	Iteration 120F: 3 clusters Score -1.206934e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -12069359.000000 Penalty: 5515.123535
	Iteration 121Q: 3 clusters Score -1.206936e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -12069373.000000 Penalty: 5515.123535
	Iteration 122Q: 3 clusters Score -1.206937e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -12069376.000000 Penalty: 5515.123535
	Iteration 123Q: 3 clusters Score -1.206938e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -12069359.000000 Penalty: 5515.123535
	Iteration 124Q: 3 clusters Score -1.206936e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -12069365.000000 Penalty: 5515.123535
	Iteration 125Q: 3 clusters Score -1.206936e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -12069373.000000 Penalty: 5515.123535
	Iteration 126Q: 3 clusters Score -1.206937e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -12069382.000000 Penalty: 5515.123535
	Iteration 127Q: 3 clusters Score -1.206938e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -12069376.000000 Penalty: 5515.123535
	Iteration 128Q: 3 clusters Score -1.206938e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -12069393.000000 Penalty: 5515.123535
	Iteration 129Q: 3 clusters Score -1.206939e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -12069381.000000 Penalty: 5515.123535
	Iteration 130Q: 3 clusters Score -1.206938e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -12069366.000000 Penalty: 5515.123535
	Iteration 131Q: 3 clusters Score -1.206937e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -12069358.000000 Penalty: 5515.123535
	Iteration 132Q: 3 clusters Score -1.206936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -12069351.000000 Penalty: 5515.123535
	Iteration 133Q: 3 clusters Score -1.206935e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -12069373.000000 Penalty: 5515.123535
	Iteration 134Q: 3 clusters Score -1.206937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -12069367.000000 Penalty: 5515.123535
	Iteration 135Q: 3 clusters Score -1.206937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -12069362.000000 Penalty: 5515.123535
	Iteration 136Q: 3 clusters Score -1.206936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -12069375.000000 Penalty: 5515.123535
	Iteration 137Q: 3 clusters Score -1.206938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -12069369.000000 Penalty: 5515.123535
	Iteration 138Q: 3 clusters Score -1.206937e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -12069368.000000 Penalty: 5515.123535
	Iteration 139Q: 3 clusters Score -1.206937e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -12069374.000000 Penalty: 5515.123535
	Iteration 140F: 3 clusters Score -1.206937e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -12069377.000000 Penalty: 5515.123535
	Iteration 141Q: 3 clusters Score -1.206938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -12069392.000000 Penalty: 5515.123535
	Iteration 142Q: 3 clusters Score -1.206939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -12069380.000000 Penalty: 5515.123535
	Iteration 143Q: 3 clusters Score -1.206938e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -12069393.000000 Penalty: 5515.123535
	Iteration 144Q: 3 clusters Score -1.206939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -12069401.000000 Penalty: 5515.123535
	Iteration 145Q: 3 clusters Score -1.20694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 146Q: 3 clusters Score -1.20694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -12069401.000000 Penalty: 5515.123535
	Iteration 147Q: 3 clusters Score -1.20694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -12069399.000000 Penalty: 5515.123535
	Iteration 148Q: 3 clusters Score -1.20694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -12069398.000000 Penalty: 5515.123535
	Iteration 149Q: 3 clusters Score -1.20694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -12069387.000000 Penalty: 5515.123535
	Iteration 150Q: 3 clusters Score -1.206939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -12069379.000000 Penalty: 5515.123535
	Iteration 151Q: 3 clusters Score -1.206938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -12069383.000000 Penalty: 5515.123535
	Iteration 152Q: 3 clusters Score -1.206938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -12069405.000000 Penalty: 5515.123535
	Iteration 153Q: 3 clusters Score -1.20694e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -12069414.000000 Penalty: 5515.123535
	Iteration 154Q: 3 clusters Score -1.206941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -12069416.000000 Penalty: 5515.123535
	Iteration 155Q: 3 clusters Score -1.206942e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -12069429.000000 Penalty: 5515.123535
	Iteration 156Q: 3 clusters Score -1.206943e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -12069431.000000 Penalty: 5515.123535
	Iteration 157Q: 3 clusters Score -1.206943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -12069438.000000 Penalty: 5515.123535
	Iteration 158Q: 3 clusters Score -1.206944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -12069431.000000 Penalty: 5515.123535
	Iteration 159Q: 3 clusters Score -1.206943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -12069418.000000 Penalty: 5515.123535
	Iteration 160F: 3 clusters Score -1.206942e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 161Q: 3 clusters Score -1.20694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -12069406.000000 Penalty: 5515.123535
	Iteration 162Q: 3 clusters Score -1.206941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -12069419.000000 Penalty: 5515.123535
	Iteration 163Q: 3 clusters Score -1.206942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -12069410.000000 Penalty: 5515.123535
	Iteration 164Q: 3 clusters Score -1.206941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -12069409.000000 Penalty: 5515.123535
	Iteration 165Q: 3 clusters Score -1.206941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -12069418.000000 Penalty: 5515.123535
	Iteration 166Q: 3 clusters Score -1.206942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -12069417.000000 Penalty: 5515.123535
	Iteration 167Q: 3 clusters Score -1.206942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -12069421.000000 Penalty: 5515.123535
	Iteration 168Q: 3 clusters Score -1.206942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -12069418.000000 Penalty: 5515.123535
	Iteration 169Q: 3 clusters Score -1.206942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -12069400.000000 Penalty: 5515.123535
	Iteration 170Q: 3 clusters Score -1.20694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -12069394.000000 Penalty: 5515.123535
	Iteration 171Q: 3 clusters Score -1.206939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 172Q: 3 clusters Score -1.20694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -12069408.000000 Penalty: 5515.123535
	Iteration 173Q: 3 clusters Score -1.206941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -12069406.000000 Penalty: 5515.123535
	Iteration 174Q: 3 clusters Score -1.206941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -12069413.000000 Penalty: 5515.123535
	Iteration 175Q: 3 clusters Score -1.206941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -12069412.000000 Penalty: 5515.123535
	Iteration 176Q: 3 clusters Score -1.206941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -12069412.000000 Penalty: 5515.123535
	Iteration 177Q: 3 clusters Score -1.206941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 178Q: 3 clusters Score -1.20694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -12069392.000000 Penalty: 5515.123535
	Iteration 179Q: 3 clusters Score -1.206939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -12069400.000000 Penalty: 5515.123535
	Iteration 180F: 3 clusters Score -1.20694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 181Q: 3 clusters Score -1.20694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -12069386.000000 Penalty: 5515.123535
	Iteration 182Q: 3 clusters Score -1.206939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -12069392.000000 Penalty: 5515.123535
	Iteration 183Q: 3 clusters Score -1.206939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -12069390.000000 Penalty: 5515.123535
	Iteration 184Q: 3 clusters Score -1.206939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -12069379.000000 Penalty: 5515.123535
	Iteration 185Q: 3 clusters Score -1.206938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -12069373.000000 Penalty: 5515.123535
	Iteration 186Q: 3 clusters Score -1.206937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -12069391.000000 Penalty: 5515.123535
	Iteration 187Q: 3 clusters Score -1.206939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -12069386.000000 Penalty: 5515.123535
	Iteration 188Q: 3 clusters Score -1.206939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -12069381.000000 Penalty: 5515.123535
	Iteration 189Q: 3 clusters Score -1.206938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -12069381.000000 Penalty: 5515.123535
	Iteration 190Q: 3 clusters Score -1.206938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -12069395.000000 Penalty: 5515.123535
	Iteration 191Q: 3 clusters Score -1.20694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -12069382.000000 Penalty: 5515.123535
	Iteration 192Q: 3 clusters Score -1.206938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -12069382.000000 Penalty: 5515.123535
	Iteration 193Q: 3 clusters Score -1.206938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -12069380.000000 Penalty: 5515.123535
	Iteration 194Q: 3 clusters Score -1.206938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -12069383.000000 Penalty: 5515.123535
	Iteration 195Q: 3 clusters Score -1.206938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -12069385.000000 Penalty: 5515.123535
	Iteration 196Q: 3 clusters Score -1.206938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -12069383.000000 Penalty: 5515.123535
	Iteration 197Q: 3 clusters Score -1.206938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -12069374.000000 Penalty: 5515.123535
	Iteration 198Q: 3 clusters Score -1.206937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -12069381.000000 Penalty: 5515.123535
	Iteration 199Q: 3 clusters Score -1.206938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -12069388.000000 Penalty: 5515.123535
	Iteration 200F: 3 clusters Score -1.206939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -12069382.000000 Penalty: 5515.123535
	Iteration 201Q: 3 clusters Score -1.206938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -12069385.000000 Penalty: 5515.123535
	Iteration 202Q: 3 clusters Score -1.206938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -12069389.000000 Penalty: 5515.123535
	Iteration 203Q: 3 clusters Score -1.206939e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -12069371.000000 Penalty: 5515.123535
	Iteration 204Q: 3 clusters Score -1.206937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -12069365.000000 Penalty: 5515.123535
	Iteration 205Q: 3 clusters Score -1.206936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -12069371.000000 Penalty: 5515.123535
	Iteration 206Q: 3 clusters Score -1.206937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -12069376.000000 Penalty: 5515.123535
	Iteration 207Q: 3 clusters Score -1.206938e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -12069391.000000 Penalty: 5515.123535
	Iteration 208Q: 3 clusters Score -1.206939e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -12069375.000000 Penalty: 5515.123535
	Iteration 209Q: 3 clusters Score -1.206938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -12069397.000000 Penalty: 5515.123535
	Iteration 210Q: 3 clusters Score -1.20694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -12069415.000000 Penalty: 5515.123535
	Iteration 211Q: 3 clusters Score -1.206942e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -12069427.000000 Penalty: 5515.123535
	Iteration 212Q: 3 clusters Score -1.206943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -12069431.000000 Penalty: 5515.123535
	Iteration 213Q: 3 clusters Score -1.206943e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -12069424.000000 Penalty: 5515.123535
	Iteration 214Q: 3 clusters Score -1.206942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -12069415.000000 Penalty: 5515.123535
	Iteration 215Q: 3 clusters Score -1.206942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -12069405.000000 Penalty: 5515.123535
	Iteration 216Q: 3 clusters Score -1.20694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -12069417.000000 Penalty: 5515.123535
	Iteration 217Q: 3 clusters Score -1.206942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -12069420.000000 Penalty: 5515.123535
	Iteration 218Q: 3 clusters Score -1.206942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -12069416.000000 Penalty: 5515.123535
	Iteration 219Q: 3 clusters Score -1.206942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -12069413.000000 Penalty: 5515.123535
	Iteration 220F: 3 clusters Score -1.206941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -12069410.000000 Penalty: 5515.123535
	Iteration 221Q: 3 clusters Score -1.206941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -12069404.000000 Penalty: 5515.123535
	Iteration 222Q: 3 clusters Score -1.20694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -12069417.000000 Penalty: 5515.123535
	Iteration 223Q: 3 clusters Score -1.206942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -12069433.000000 Penalty: 5515.123535
	Iteration 224Q: 3 clusters Score -1.206943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -12069441.000000 Penalty: 5515.123535
	Iteration 225Q: 3 clusters Score -1.206944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -12069431.000000 Penalty: 5515.123535
	Iteration 226Q: 3 clusters Score -1.206943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -12069419.000000 Penalty: 5515.123535
	Iteration 227Q: 3 clusters Score -1.206942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -12069416.000000 Penalty: 5515.123535
	Iteration 228Q: 3 clusters Score -1.206942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -12069414.000000 Penalty: 5515.123535
	Iteration 229Q: 3 clusters Score -1.206941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -12069406.000000 Penalty: 5515.123535
	Iteration 230Q: 3 clusters Score -1.206941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -12069405.000000 Penalty: 5515.123535
	Iteration 231Q: 3 clusters Score -1.20694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -12069411.000000 Penalty: 5515.123535
	Iteration 232Q: 3 clusters Score -1.206941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -12069408.000000 Penalty: 5515.123535
	Iteration 233Q: 3 clusters Score -1.206941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -12069400.000000 Penalty: 5515.123535
	Iteration 234Q: 3 clusters Score -1.20694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 235Q: 3 clusters Score -1.20694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -12069399.000000 Penalty: 5515.123535
	Iteration 236Q: 3 clusters Score -1.20694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -12069408.000000 Penalty: 5515.123535
	Iteration 237Q: 3 clusters Score -1.206941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -12069405.000000 Penalty: 5515.123535
	Iteration 238Q: 3 clusters Score -1.20694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -12069410.000000 Penalty: 5515.123535
	Iteration 239Q: 3 clusters Score -1.206941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -12069407.000000 Penalty: 5515.123535
	Iteration 240F: 3 clusters Score -1.206941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 241Q: 3 clusters Score -1.20694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -12069403.000000 Penalty: 5515.123535
	Iteration 242Q: 3 clusters Score -1.20694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -12069408.000000 Penalty: 5515.123535
	Iteration 243Q: 3 clusters Score -1.206941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -12069403.000000 Penalty: 5515.123535
	Iteration 244Q: 3 clusters Score -1.20694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -12069399.000000 Penalty: 5515.123535
	Iteration 245Q: 3 clusters Score -1.20694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -12069405.000000 Penalty: 5515.123535
	Iteration 246Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -12069410.000000 Penalty: 5515.123535
	Iteration 247Q: 3 clusters Score -1.206941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -12069405.000000 Penalty: 5515.123535
	Iteration 248Q: 3 clusters Score -1.20694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 249Q: 3 clusters Score -1.20694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -12069404.000000 Penalty: 5515.123535
	Iteration 250Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -12069409.000000 Penalty: 5515.123535
	Iteration 251Q: 3 clusters Score -1.206941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -12069398.000000 Penalty: 5515.123535
	Iteration 252Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -12069397.000000 Penalty: 5515.123535
	Iteration 253Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -12069398.000000 Penalty: 5515.123535
	Iteration 254Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -12069395.000000 Penalty: 5515.123535
	Iteration 255Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -12069400.000000 Penalty: 5515.123535
	Iteration 256Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -12069403.000000 Penalty: 5515.123535
	Iteration 257Q: 3 clusters Score -1.20694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -12069407.000000 Penalty: 5515.123535
	Iteration 258Q: 3 clusters Score -1.206941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -12069401.000000 Penalty: 5515.123535
	Iteration 259Q: 3 clusters Score -1.20694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -12069396.000000 Penalty: 5515.123535
	Iteration 260F: 3 clusters Score -1.20694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -12069402.000000 Penalty: 5515.123535
	Iteration 261Q: 3 clusters Score -1.20694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -12069384.000000 Penalty: 5515.123535
	Iteration 262Q: 3 clusters Score -1.206938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -12069387.000000 Penalty: 5515.123535
	Iteration 263Q: 3 clusters Score -1.206939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -12069395.000000 Penalty: 5515.123535
	Iteration 264Q: 3 clusters Score -1.20694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -12069407.000000 Penalty: 5515.123535
	Iteration 265Q: 3 clusters Score -1.206941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -12069403.000000 Penalty: 5515.123535
	Iteration 266Q: 3 clusters Score -1.20694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -12069386.000000 Penalty: 5515.123535
	Iteration 267Q: 3 clusters Score -1.206939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -12069403.000000 Penalty: 5515.123535
	Iteration 268Q: 3 clusters Score -1.20694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -12069409.000000 Penalty: 5515.123535
	Iteration 269Q: 3 clusters Score -1.206941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -12069404.000000 Penalty: 5515.123535
	Iteration 270Q: 3 clusters Score -1.20694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -12069418.000000 Penalty: 5515.123535
	Iteration 271Q: 3 clusters Score -1.206942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -12069423.000000 Penalty: 5515.123535
	Iteration 272Q: 3 clusters Score -1.206942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -12069427.000000 Penalty: 5515.123535
	Iteration 273Q: 3 clusters Score -1.206943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -12069439.000000 Penalty: 5515.123535
	Iteration 274Q: 3 clusters Score -1.206944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -12069434.000000 Penalty: 5515.123535
	Iteration 275Q: 3 clusters Score -1.206943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -12069444.000000 Penalty: 5515.123535
	Iteration 276Q: 3 clusters Score -1.206944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -12069447.000000 Penalty: 5515.123535
	Iteration 277Q: 3 clusters Score -1.206945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -12069435.000000 Penalty: 5515.123535
	Iteration 278Q: 3 clusters Score -1.206944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -12069442.000000 Penalty: 5515.123535
	Iteration 279Q: 3 clusters Score -1.206944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -12069444.000000 Penalty: 5515.123535
	Iteration 280F: 3 clusters Score -1.206944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -12069443.000000 Penalty: 5515.123535
	Iteration 281Q: 3 clusters Score -1.206944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -12069450.000000 Penalty: 5515.123535
	Iteration 282Q: 3 clusters Score -1.206945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -12069451.000000 Penalty: 5515.123535
	Iteration 283Q: 3 clusters Score -1.206945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -12069452.000000 Penalty: 5515.123535
	Iteration 284Q: 3 clusters Score -1.206945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -12069453.000000 Penalty: 5515.123535
	Iteration 285Q: 3 clusters Score -1.206945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -12069451.000000 Penalty: 5515.123535
	Iteration 286Q: 3 clusters Score -1.206945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -12069447.000000 Penalty: 5515.123535
	Iteration 287Q: 3 clusters Score -1.206945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -12069447.000000 Penalty: 5515.123535
	Iteration 288F: 3 clusters Score -1.206945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Entering Unmasked Estep 
Score: -196124160.000000 Penalty: 89824.492188
Splitting cluster 6 changes total score from -196099072.000000 to -196124160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (75851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Entering Unmasked Estep 
Score: -13554387.000000 Penalty: 2786.658691
	Iteration 0F: 2 clusters Score -1.355439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -13526158.000000 Penalty: 5573.317383
	Iteration 0F: 3 clusters Score -1.352616e+07 nChanged 35347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -13545940.000000 Penalty: 5573.317383
	Iteration 1F: 3 clusters Score -1.354594e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -13546815.000000 Penalty: 5573.317383
	Iteration 2Q: 3 clusters Score -1.354682e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -13547784.000000 Penalty: 5573.317383
	Iteration 3Q: 3 clusters Score -1.354778e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -13548824.000000 Penalty: 5573.317383
	Iteration 4Q: 3 clusters Score -1.354882e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -13550057.000000 Penalty: 5573.317383
	Iteration 5Q: 3 clusters Score -1.355006e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -13551729.000000 Penalty: 5573.317383
	Iteration 6Q: 3 clusters Score -1.355173e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -13553902.000000 Penalty: 5573.317383
	Iteration 7F: 3 clusters Score -1.35539e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -13556553.000000 Penalty: 5573.317383
	Iteration 8F: 3 clusters Score -1.355655e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -13559474.000000 Penalty: 5573.317383
	Iteration 9F: 3 clusters Score -1.355947e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -13561874.000000 Penalty: 5573.317383
	Iteration 10F: 3 clusters Score -1.356187e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -13562915.000000 Penalty: 5573.317383
	Iteration 11Q: 3 clusters Score -1.356292e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -13563371.000000 Penalty: 5573.317383
	Iteration 12Q: 3 clusters Score -1.356337e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -13563534.000000 Penalty: 5573.317383
	Iteration 13Q: 3 clusters Score -1.356353e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -13563600.000000 Penalty: 5573.317383
	Iteration 14Q: 3 clusters Score -1.35636e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -13563713.000000 Penalty: 5573.317383
	Iteration 15Q: 3 clusters Score -1.356371e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -13563836.000000 Penalty: 5573.317383
	Iteration 16Q: 3 clusters Score -1.356384e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -13563903.000000 Penalty: 5573.317383
	Iteration 17Q: 3 clusters Score -1.35639e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -13563991.000000 Penalty: 5573.317383
	Iteration 18Q: 3 clusters Score -1.356399e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -13564026.000000 Penalty: 5573.317383
	Iteration 19Q: 3 clusters Score -1.356403e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -13564117.000000 Penalty: 5573.317383
	Iteration 20F: 3 clusters Score -1.356412e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -13564289.000000 Penalty: 5573.317383
	Iteration 21Q: 3 clusters Score -1.356429e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -13564417.000000 Penalty: 5573.317383
	Iteration 22Q: 3 clusters Score -1.356442e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -13564559.000000 Penalty: 5573.317383
	Iteration 23Q: 3 clusters Score -1.356456e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -13564683.000000 Penalty: 5573.317383
	Iteration 24Q: 3 clusters Score -1.356468e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -13564822.000000 Penalty: 5573.317383
	Iteration 25Q: 3 clusters Score -1.356482e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -13564919.000000 Penalty: 5573.317383
	Iteration 26Q: 3 clusters Score -1.356492e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -13565088.000000 Penalty: 5573.317383
	Iteration 27Q: 3 clusters Score -1.356509e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -13565259.000000 Penalty: 5573.317383
	Iteration 28Q: 3 clusters Score -1.356526e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -13565515.000000 Penalty: 5573.317383
	Iteration 29Q: 3 clusters Score -1.356552e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -13565813.000000 Penalty: 5573.317383
	Iteration 30Q: 3 clusters Score -1.356581e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -13566248.000000 Penalty: 5573.317383
	Iteration 31Q: 3 clusters Score -1.356625e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -13566765.000000 Penalty: 5573.317383
	Iteration 32Q: 3 clusters Score -1.356676e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -13567285.000000 Penalty: 5573.317383
	Iteration 33Q: 3 clusters Score -1.356728e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -13567903.000000 Penalty: 5573.317383
	Iteration 34Q: 3 clusters Score -1.35679e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -13568532.000000 Penalty: 5573.317383
	Iteration 35Q: 3 clusters Score -1.356853e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -13569041.000000 Penalty: 5573.317383
	Iteration 36Q: 3 clusters Score -1.356904e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -13569433.000000 Penalty: 5573.317383
	Iteration 37Q: 3 clusters Score -1.356943e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -13569678.000000 Penalty: 5573.317383
	Iteration 38Q: 3 clusters Score -1.356968e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -13569822.000000 Penalty: 5573.317383
	Iteration 39Q: 3 clusters Score -1.356982e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -13570004.000000 Penalty: 5573.317383
	Iteration 40F: 3 clusters Score -1.357e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -13570127.000000 Penalty: 5573.317383
	Iteration 41Q: 3 clusters Score -1.357013e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -13570150.000000 Penalty: 5573.317383
	Iteration 42Q: 3 clusters Score -1.357015e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -13570159.000000 Penalty: 5573.317383
	Iteration 43Q: 3 clusters Score -1.357016e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -13570189.000000 Penalty: 5573.317383
	Iteration 44Q: 3 clusters Score -1.357019e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -13570193.000000 Penalty: 5573.317383
	Iteration 45Q: 3 clusters Score -1.357019e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -13570231.000000 Penalty: 5573.317383
	Iteration 46Q: 3 clusters Score -1.357023e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -13570210.000000 Penalty: 5573.317383
	Iteration 47Q: 3 clusters Score -1.357021e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -13570204.000000 Penalty: 5573.317383
	Iteration 48Q: 3 clusters Score -1.35702e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -13570168.000000 Penalty: 5573.317383
	Iteration 49Q: 3 clusters Score -1.357017e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -13570145.000000 Penalty: 5573.317383
	Iteration 50Q: 3 clusters Score -1.357014e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -13570118.000000 Penalty: 5573.317383
	Iteration 51Q: 3 clusters Score -1.357012e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -13570042.000000 Penalty: 5573.317383
	Iteration 52Q: 3 clusters Score -1.357004e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -13570026.000000 Penalty: 5573.317383
	Iteration 53Q: 3 clusters Score -1.357003e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -13570040.000000 Penalty: 5573.317383
	Iteration 54Q: 3 clusters Score -1.357004e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -13570042.000000 Penalty: 5573.317383
	Iteration 55Q: 3 clusters Score -1.357004e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -13570022.000000 Penalty: 5573.317383
	Iteration 56Q: 3 clusters Score -1.357002e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -13569998.000000 Penalty: 5573.317383
	Iteration 57Q: 3 clusters Score -1.357e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -13570009.000000 Penalty: 5573.317383
	Iteration 58Q: 3 clusters Score -1.357001e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -13570000.000000 Penalty: 5573.317383
	Iteration 59Q: 3 clusters Score -1.357e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -13569953.000000 Penalty: 5573.317383
	Iteration 60F: 3 clusters Score -1.356995e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -13569904.000000 Penalty: 5573.317383
	Iteration 61Q: 3 clusters Score -1.35699e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -13569880.000000 Penalty: 5573.317383
	Iteration 62Q: 3 clusters Score -1.356988e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -13569912.000000 Penalty: 5573.317383
	Iteration 63Q: 3 clusters Score -1.356991e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -13569906.000000 Penalty: 5573.317383
	Iteration 64Q: 3 clusters Score -1.356991e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -13569896.000000 Penalty: 5573.317383
	Iteration 65Q: 3 clusters Score -1.35699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -13569869.000000 Penalty: 5573.317383
	Iteration 66Q: 3 clusters Score -1.356987e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -13569861.000000 Penalty: 5573.317383
	Iteration 67Q: 3 clusters Score -1.356986e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -13569848.000000 Penalty: 5573.317383
	Iteration 68Q: 3 clusters Score -1.356985e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -13569847.000000 Penalty: 5573.317383
	Iteration 69Q: 3 clusters Score -1.356985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -13569829.000000 Penalty: 5573.317383
	Iteration 70Q: 3 clusters Score -1.356983e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -13569814.000000 Penalty: 5573.317383
	Iteration 71Q: 3 clusters Score -1.356981e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -13569779.000000 Penalty: 5573.317383
	Iteration 72Q: 3 clusters Score -1.356978e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -13569769.000000 Penalty: 5573.317383
	Iteration 73Q: 3 clusters Score -1.356977e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -13569765.000000 Penalty: 5573.317383
	Iteration 74Q: 3 clusters Score -1.356976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -13569750.000000 Penalty: 5573.317383
	Iteration 75Q: 3 clusters Score -1.356975e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -13569730.000000 Penalty: 5573.317383
	Iteration 76Q: 3 clusters Score -1.356973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -13569722.000000 Penalty: 5573.317383
	Iteration 77Q: 3 clusters Score -1.356972e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -13569695.000000 Penalty: 5573.317383
	Iteration 78Q: 3 clusters Score -1.35697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -13569691.000000 Penalty: 5573.317383
	Iteration 79Q: 3 clusters Score -1.356969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -13569689.000000 Penalty: 5573.317383
	Iteration 80F: 3 clusters Score -1.356969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -13569691.000000 Penalty: 5573.317383
	Iteration 81Q: 3 clusters Score -1.356969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -13569688.000000 Penalty: 5573.317383
	Iteration 82Q: 3 clusters Score -1.356969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -13569683.000000 Penalty: 5573.317383
	Iteration 83Q: 3 clusters Score -1.356968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -13569684.000000 Penalty: 5573.317383
	Iteration 84Q: 3 clusters Score -1.356968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -13569680.000000 Penalty: 5573.317383
	Iteration 85Q: 3 clusters Score -1.356968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -13569684.000000 Penalty: 5573.317383
	Iteration 86Q: 3 clusters Score -1.356968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -13569687.000000 Penalty: 5573.317383
	Iteration 87Q: 3 clusters Score -1.356969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -13569675.000000 Penalty: 5573.317383
	Iteration 88Q: 3 clusters Score -1.356968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -13569646.000000 Penalty: 5573.317383
	Iteration 89Q: 3 clusters Score -1.356965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -13569632.000000 Penalty: 5573.317383
	Iteration 90Q: 3 clusters Score -1.356963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -13569625.000000 Penalty: 5573.317383
	Iteration 91Q: 3 clusters Score -1.356962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -13569615.000000 Penalty: 5573.317383
	Iteration 92Q: 3 clusters Score -1.356962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -13569623.000000 Penalty: 5573.317383
	Iteration 93Q: 3 clusters Score -1.356962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -13569621.000000 Penalty: 5573.317383
	Iteration 94Q: 3 clusters Score -1.356962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -13569614.000000 Penalty: 5573.317383
	Iteration 95Q: 3 clusters Score -1.356961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -13569591.000000 Penalty: 5573.317383
	Iteration 96Q: 3 clusters Score -1.356959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -13569605.000000 Penalty: 5573.317383
	Iteration 97Q: 3 clusters Score -1.35696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -13569604.000000 Penalty: 5573.317383
	Iteration 98Q: 3 clusters Score -1.35696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -13569593.000000 Penalty: 5573.317383
	Iteration 99Q: 3 clusters Score -1.356959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -13569585.000000 Penalty: 5573.317383
	Iteration 100F: 3 clusters Score -1.356958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -13569595.000000 Penalty: 5573.317383
	Iteration 101Q: 3 clusters Score -1.35696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -13569581.000000 Penalty: 5573.317383
	Iteration 102Q: 3 clusters Score -1.356958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -13569592.000000 Penalty: 5573.317383
	Iteration 103Q: 3 clusters Score -1.356959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -13569598.000000 Penalty: 5573.317383
	Iteration 104Q: 3 clusters Score -1.35696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -13569586.000000 Penalty: 5573.317383
	Iteration 105Q: 3 clusters Score -1.356959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -13569580.000000 Penalty: 5573.317383
	Iteration 106Q: 3 clusters Score -1.356958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -13569579.000000 Penalty: 5573.317383
	Iteration 107Q: 3 clusters Score -1.356958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -13569580.000000 Penalty: 5573.317383
	Iteration 108Q: 3 clusters Score -1.356958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -13569586.000000 Penalty: 5573.317383
	Iteration 109Q: 3 clusters Score -1.356959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -13569574.000000 Penalty: 5573.317383
	Iteration 110Q: 3 clusters Score -1.356957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -13569568.000000 Penalty: 5573.317383
	Iteration 111Q: 3 clusters Score -1.356957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -13569565.000000 Penalty: 5573.317383
	Iteration 112Q: 3 clusters Score -1.356956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -13569555.000000 Penalty: 5573.317383
	Iteration 113Q: 3 clusters Score -1.356956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -13569544.000000 Penalty: 5573.317383
	Iteration 114Q: 3 clusters Score -1.356954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -13569515.000000 Penalty: 5573.317383
	Iteration 115Q: 3 clusters Score -1.356952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -13569508.000000 Penalty: 5573.317383
	Iteration 116Q: 3 clusters Score -1.356951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -13569494.000000 Penalty: 5573.317383
	Iteration 117Q: 3 clusters Score -1.356949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -13569486.000000 Penalty: 5573.317383
	Iteration 118Q: 3 clusters Score -1.356949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -13569495.000000 Penalty: 5573.317383
	Iteration 119Q: 3 clusters Score -1.35695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -13569498.000000 Penalty: 5573.317383
	Iteration 120F: 3 clusters Score -1.35695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -13569497.000000 Penalty: 5573.317383
	Iteration 121Q: 3 clusters Score -1.35695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -13569490.000000 Penalty: 5573.317383
	Iteration 122Q: 3 clusters Score -1.356949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -13569488.000000 Penalty: 5573.317383
	Iteration 123Q: 3 clusters Score -1.356949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -13569495.000000 Penalty: 5573.317383
	Iteration 124Q: 3 clusters Score -1.35695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -13569509.000000 Penalty: 5573.317383
	Iteration 125Q: 3 clusters Score -1.356951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -13569497.000000 Penalty: 5573.317383
	Iteration 126Q: 3 clusters Score -1.35695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -13569499.000000 Penalty: 5573.317383
	Iteration 127Q: 3 clusters Score -1.35695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -13569478.000000 Penalty: 5573.317383
	Iteration 128Q: 3 clusters Score -1.356948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -13569471.000000 Penalty: 5573.317383
	Iteration 129Q: 3 clusters Score -1.356947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -13569460.000000 Penalty: 5573.317383
	Iteration 130Q: 3 clusters Score -1.356946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -13569467.000000 Penalty: 5573.317383
	Iteration 131Q: 3 clusters Score -1.356947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -13569464.000000 Penalty: 5573.317383
	Iteration 132Q: 3 clusters Score -1.356946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -13569462.000000 Penalty: 5573.317383
	Iteration 133Q: 3 clusters Score -1.356946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -13569446.000000 Penalty: 5573.317383
	Iteration 134Q: 3 clusters Score -1.356945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -13569447.000000 Penalty: 5573.317383
	Iteration 135Q: 3 clusters Score -1.356945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -13569439.000000 Penalty: 5573.317383
	Iteration 136Q: 3 clusters Score -1.356944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -13569430.000000 Penalty: 5573.317383
	Iteration 137Q: 3 clusters Score -1.356943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -13569445.000000 Penalty: 5573.317383
	Iteration 138Q: 3 clusters Score -1.356944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -13569417.000000 Penalty: 5573.317383
	Iteration 139Q: 3 clusters Score -1.356942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -13569426.000000 Penalty: 5573.317383
	Iteration 140F: 3 clusters Score -1.356943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -13569416.000000 Penalty: 5573.317383
	Iteration 141Q: 3 clusters Score -1.356942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -13569445.000000 Penalty: 5573.317383
	Iteration 142Q: 3 clusters Score -1.356944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -13569430.000000 Penalty: 5573.317383
	Iteration 143Q: 3 clusters Score -1.356943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -13569436.000000 Penalty: 5573.317383
	Iteration 144Q: 3 clusters Score -1.356944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -13569435.000000 Penalty: 5573.317383
	Iteration 145Q: 3 clusters Score -1.356944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -13569422.000000 Penalty: 5573.317383
	Iteration 146Q: 3 clusters Score -1.356942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -13569426.000000 Penalty: 5573.317383
	Iteration 147Q: 3 clusters Score -1.356943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -13569426.000000 Penalty: 5573.317383
	Iteration 148Q: 3 clusters Score -1.356943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -13569404.000000 Penalty: 5573.317383
	Iteration 149Q: 3 clusters Score -1.35694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -13569406.000000 Penalty: 5573.317383
	Iteration 150Q: 3 clusters Score -1.356941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -13569416.000000 Penalty: 5573.317383
	Iteration 151Q: 3 clusters Score -1.356942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -13569414.000000 Penalty: 5573.317383
	Iteration 152Q: 3 clusters Score -1.356941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -13569422.000000 Penalty: 5573.317383
	Iteration 153Q: 3 clusters Score -1.356942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -13569416.000000 Penalty: 5573.317383
	Iteration 154Q: 3 clusters Score -1.356942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -13569413.000000 Penalty: 5573.317383
	Iteration 155Q: 3 clusters Score -1.356941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -13569415.000000 Penalty: 5573.317383
	Iteration 156Q: 3 clusters Score -1.356942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -13569403.000000 Penalty: 5573.317383
	Iteration 157Q: 3 clusters Score -1.35694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -13569407.000000 Penalty: 5573.317383
	Iteration 158Q: 3 clusters Score -1.356941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -13569417.000000 Penalty: 5573.317383
	Iteration 159Q: 3 clusters Score -1.356942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -13569417.000000 Penalty: 5573.317383
	Iteration 160F: 3 clusters Score -1.356942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -13569404.000000 Penalty: 5573.317383
	Iteration 161Q: 3 clusters Score -1.35694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -13569399.000000 Penalty: 5573.317383
	Iteration 162Q: 3 clusters Score -1.35694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -13569399.000000 Penalty: 5573.317383
	Iteration 163Q: 3 clusters Score -1.35694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -13569390.000000 Penalty: 5573.317383
	Iteration 164Q: 3 clusters Score -1.356939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -13569402.000000 Penalty: 5573.317383
	Iteration 165Q: 3 clusters Score -1.35694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -13569405.000000 Penalty: 5573.317383
	Iteration 166Q: 3 clusters Score -1.35694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -13569404.000000 Penalty: 5573.317383
	Iteration 167Q: 3 clusters Score -1.35694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -13569396.000000 Penalty: 5573.317383
	Iteration 168Q: 3 clusters Score -1.35694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -13569378.000000 Penalty: 5573.317383
	Iteration 169Q: 3 clusters Score -1.356938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -13569370.000000 Penalty: 5573.317383
	Iteration 170Q: 3 clusters Score -1.356937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -13569364.000000 Penalty: 5573.317383
	Iteration 171Q: 3 clusters Score -1.356936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -13569375.000000 Penalty: 5573.317383
	Iteration 172Q: 3 clusters Score -1.356938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -13569358.000000 Penalty: 5573.317383
	Iteration 173Q: 3 clusters Score -1.356936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -13569364.000000 Penalty: 5573.317383
	Iteration 174Q: 3 clusters Score -1.356936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -13569371.000000 Penalty: 5573.317383
	Iteration 175Q: 3 clusters Score -1.356937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -13569372.000000 Penalty: 5573.317383
	Iteration 176Q: 3 clusters Score -1.356937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -13569366.000000 Penalty: 5573.317383
	Iteration 177Q: 3 clusters Score -1.356937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -13569354.000000 Penalty: 5573.317383
	Iteration 178Q: 3 clusters Score -1.356935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -13569366.000000 Penalty: 5573.317383
	Iteration 179Q: 3 clusters Score -1.356937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -13569363.000000 Penalty: 5573.317383
	Iteration 180F: 3 clusters Score -1.356936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -13569359.000000 Penalty: 5573.317383
	Iteration 181Q: 3 clusters Score -1.356936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -13569349.000000 Penalty: 5573.317383
	Iteration 182Q: 3 clusters Score -1.356935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -13569353.000000 Penalty: 5573.317383
	Iteration 183Q: 3 clusters Score -1.356935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -13569348.000000 Penalty: 5573.317383
	Iteration 184Q: 3 clusters Score -1.356935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -13569326.000000 Penalty: 5573.317383
	Iteration 185Q: 3 clusters Score -1.356933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -13569326.000000 Penalty: 5573.317383
	Iteration 186Q: 3 clusters Score -1.356933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -13569330.000000 Penalty: 5573.317383
	Iteration 187Q: 3 clusters Score -1.356933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -13569328.000000 Penalty: 5573.317383
	Iteration 188Q: 3 clusters Score -1.356933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -13569329.000000 Penalty: 5573.317383
	Iteration 189Q: 3 clusters Score -1.356933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -13569317.000000 Penalty: 5573.317383
	Iteration 190Q: 3 clusters Score -1.356932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -13569317.000000 Penalty: 5573.317383
	Iteration 191Q: 3 clusters Score -1.356932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -13569313.000000 Penalty: 5573.317383
	Iteration 192Q: 3 clusters Score -1.356931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -13569317.000000 Penalty: 5573.317383
	Iteration 193Q: 3 clusters Score -1.356932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -13569321.000000 Penalty: 5573.317383
	Iteration 194Q: 3 clusters Score -1.356932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -13569321.000000 Penalty: 5573.317383
	Iteration 195Q: 3 clusters Score -1.356932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -13569315.000000 Penalty: 5573.317383
	Iteration 196Q: 3 clusters Score -1.356932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -13569315.000000 Penalty: 5573.317383
	Iteration 197F: 3 clusters Score -1.356932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Entering Unmasked Estep 
Score: -196136112.000000 Penalty: 93279.281250
Splitting cluster 7 changes total score from -196099072.000000 to -196136112.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (73590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Entering Unmasked Estep 
Score: -13238741.000000 Penalty: 2779.153564
	Iteration 0F: 2 clusters Score -1.323874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -13214928.000000 Penalty: 5558.307129
	Iteration 0F: 3 clusters Score -1.321493e+07 nChanged 34415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -13234306.000000 Penalty: 5558.307129
	Iteration 1F: 3 clusters Score -1.323431e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -13234995.000000 Penalty: 5558.307129
	Iteration 2Q: 3 clusters Score -1.3235e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -13235896.000000 Penalty: 5558.307129
	Iteration 3Q: 3 clusters Score -1.32359e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -13237147.000000 Penalty: 5558.307129
	Iteration 4Q: 3 clusters Score -1.323715e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -13238670.000000 Penalty: 5558.307129
	Iteration 5F: 3 clusters Score -1.323867e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -13241129.000000 Penalty: 5558.307129
	Iteration 6F: 3 clusters Score -1.324113e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -13244143.000000 Penalty: 5558.307129
	Iteration 7F: 3 clusters Score -1.324414e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -13246697.000000 Penalty: 5558.307129
	Iteration 8F: 3 clusters Score -1.32467e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -13247721.000000 Penalty: 5558.307129
	Iteration 9Q: 3 clusters Score -1.324772e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -13248026.000000 Penalty: 5558.307129
	Iteration 10Q: 3 clusters Score -1.324803e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -13248297.000000 Penalty: 5558.307129
	Iteration 11Q: 3 clusters Score -1.32483e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -13248517.000000 Penalty: 5558.307129
	Iteration 12Q: 3 clusters Score -1.324852e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -13248682.000000 Penalty: 5558.307129
	Iteration 13Q: 3 clusters Score -1.324868e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -13248791.000000 Penalty: 5558.307129
	Iteration 14Q: 3 clusters Score -1.324879e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -13248949.000000 Penalty: 5558.307129
	Iteration 15Q: 3 clusters Score -1.324895e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -13249016.000000 Penalty: 5558.307129
	Iteration 16Q: 3 clusters Score -1.324902e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -13249203.000000 Penalty: 5558.307129
	Iteration 17Q: 3 clusters Score -1.32492e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -13249337.000000 Penalty: 5558.307129
	Iteration 18Q: 3 clusters Score -1.324934e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -13249521.000000 Penalty: 5558.307129
	Iteration 19Q: 3 clusters Score -1.324952e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -13249664.000000 Penalty: 5558.307129
	Iteration 20F: 3 clusters Score -1.324966e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -13249870.000000 Penalty: 5558.307129
	Iteration 21Q: 3 clusters Score -1.324987e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -13250022.000000 Penalty: 5558.307129
	Iteration 22Q: 3 clusters Score -1.325002e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -13250187.000000 Penalty: 5558.307129
	Iteration 23Q: 3 clusters Score -1.325019e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -13250431.000000 Penalty: 5558.307129
	Iteration 24Q: 3 clusters Score -1.325043e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -13250624.000000 Penalty: 5558.307129
	Iteration 25Q: 3 clusters Score -1.325062e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -13250815.000000 Penalty: 5558.307129
	Iteration 26Q: 3 clusters Score -1.325082e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -13250955.000000 Penalty: 5558.307129
	Iteration 27Q: 3 clusters Score -1.325096e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -13250822.000000 Penalty: 5558.307129
	Iteration 28Q: 3 clusters Score -1.325082e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -13250259.000000 Penalty: 5558.307129
	Iteration 29Q: 3 clusters Score -1.325026e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -13249204.000000 Penalty: 5558.307129
	Iteration 30Q: 3 clusters Score -1.32492e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -13248412.000000 Penalty: 5558.307129
	Iteration 31Q: 3 clusters Score -1.324841e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -13247890.000000 Penalty: 5558.307129
	Iteration 32Q: 3 clusters Score -1.324789e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -13247482.000000 Penalty: 5558.307129
	Iteration 33Q: 3 clusters Score -1.324748e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -13247319.000000 Penalty: 5558.307129
	Iteration 34Q: 3 clusters Score -1.324732e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -13247288.000000 Penalty: 5558.307129
	Iteration 35Q: 3 clusters Score -1.324729e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -13247386.000000 Penalty: 5558.307129
	Iteration 36Q: 3 clusters Score -1.324739e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -13247381.000000 Penalty: 5558.307129
	Iteration 37Q: 3 clusters Score -1.324738e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -13247496.000000 Penalty: 5558.307129
	Iteration 38Q: 3 clusters Score -1.32475e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -13247582.000000 Penalty: 5558.307129
	Iteration 39Q: 3 clusters Score -1.324758e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -13248594.000000 Penalty: 5558.307129
	Iteration 40F: 3 clusters Score -1.324859e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -13248350.000000 Penalty: 5558.307129
	Iteration 41Q: 3 clusters Score -1.324835e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -13248241.000000 Penalty: 5558.307129
	Iteration 42Q: 3 clusters Score -1.324824e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -13248297.000000 Penalty: 5558.307129
	Iteration 43Q: 3 clusters Score -1.32483e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -13248209.000000 Penalty: 5558.307129
	Iteration 44Q: 3 clusters Score -1.324821e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -13248285.000000 Penalty: 5558.307129
	Iteration 45Q: 3 clusters Score -1.324828e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -13248356.000000 Penalty: 5558.307129
	Iteration 46Q: 3 clusters Score -1.324836e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -13248655.000000 Penalty: 5558.307129
	Iteration 47Q: 3 clusters Score -1.324866e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -13248938.000000 Penalty: 5558.307129
	Iteration 48Q: 3 clusters Score -1.324894e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -13249299.000000 Penalty: 5558.307129
	Iteration 49Q: 3 clusters Score -1.32493e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -13249485.000000 Penalty: 5558.307129
	Iteration 50Q: 3 clusters Score -1.324948e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -13249819.000000 Penalty: 5558.307129
	Iteration 51Q: 3 clusters Score -1.324982e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -13250263.000000 Penalty: 5558.307129
	Iteration 52Q: 3 clusters Score -1.325026e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -13250689.000000 Penalty: 5558.307129
	Iteration 53Q: 3 clusters Score -1.325069e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -13251047.000000 Penalty: 5558.307129
	Iteration 54Q: 3 clusters Score -1.325105e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -13251350.000000 Penalty: 5558.307129
	Iteration 55Q: 3 clusters Score -1.325135e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -13251570.000000 Penalty: 5558.307129
	Iteration 56Q: 3 clusters Score -1.325157e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -13251714.000000 Penalty: 5558.307129
	Iteration 57Q: 3 clusters Score -1.325171e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -13251866.000000 Penalty: 5558.307129
	Iteration 58Q: 3 clusters Score -1.325187e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -13252021.000000 Penalty: 5558.307129
	Iteration 59Q: 3 clusters Score -1.325202e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -13252207.000000 Penalty: 5558.307129
	Iteration 60F: 3 clusters Score -1.325221e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -13252334.000000 Penalty: 5558.307129
	Iteration 61Q: 3 clusters Score -1.325233e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -13252495.000000 Penalty: 5558.307129
	Iteration 62Q: 3 clusters Score -1.32525e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -13252588.000000 Penalty: 5558.307129
	Iteration 63Q: 3 clusters Score -1.325259e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -13252653.000000 Penalty: 5558.307129
	Iteration 64Q: 3 clusters Score -1.325265e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -13252705.000000 Penalty: 5558.307129
	Iteration 65Q: 3 clusters Score -1.32527e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -13252729.000000 Penalty: 5558.307129
	Iteration 66Q: 3 clusters Score -1.325273e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -13252772.000000 Penalty: 5558.307129
	Iteration 67Q: 3 clusters Score -1.325277e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -13252896.000000 Penalty: 5558.307129
	Iteration 68Q: 3 clusters Score -1.32529e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -13252947.000000 Penalty: 5558.307129
	Iteration 69Q: 3 clusters Score -1.325295e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -13252981.000000 Penalty: 5558.307129
	Iteration 70Q: 3 clusters Score -1.325298e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -13253091.000000 Penalty: 5558.307129
	Iteration 71Q: 3 clusters Score -1.325309e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -13253106.000000 Penalty: 5558.307129
	Iteration 72Q: 3 clusters Score -1.325311e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -13253167.000000 Penalty: 5558.307129
	Iteration 73Q: 3 clusters Score -1.325317e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -13253194.000000 Penalty: 5558.307129
	Iteration 74Q: 3 clusters Score -1.325319e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -13253286.000000 Penalty: 5558.307129
	Iteration 75Q: 3 clusters Score -1.325329e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -13253352.000000 Penalty: 5558.307129
	Iteration 76Q: 3 clusters Score -1.325335e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -13253405.000000 Penalty: 5558.307129
	Iteration 77Q: 3 clusters Score -1.32534e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -13253419.000000 Penalty: 5558.307129
	Iteration 78Q: 3 clusters Score -1.325342e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -13253498.000000 Penalty: 5558.307129
	Iteration 79Q: 3 clusters Score -1.32535e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -13253534.000000 Penalty: 5558.307129
	Iteration 80F: 3 clusters Score -1.325353e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -13253597.000000 Penalty: 5558.307129
	Iteration 81Q: 3 clusters Score -1.32536e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -13253639.000000 Penalty: 5558.307129
	Iteration 82Q: 3 clusters Score -1.325364e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -13253653.000000 Penalty: 5558.307129
	Iteration 83Q: 3 clusters Score -1.325365e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -13253717.000000 Penalty: 5558.307129
	Iteration 84Q: 3 clusters Score -1.325372e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -13253760.000000 Penalty: 5558.307129
	Iteration 85Q: 3 clusters Score -1.325376e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -13253833.000000 Penalty: 5558.307129
	Iteration 86Q: 3 clusters Score -1.325383e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -13253865.000000 Penalty: 5558.307129
	Iteration 87Q: 3 clusters Score -1.325386e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -13253875.000000 Penalty: 5558.307129
	Iteration 88Q: 3 clusters Score -1.325388e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -13253906.000000 Penalty: 5558.307129
	Iteration 89Q: 3 clusters Score -1.325391e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -13253935.000000 Penalty: 5558.307129
	Iteration 90Q: 3 clusters Score -1.325394e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -13253947.000000 Penalty: 5558.307129
	Iteration 91Q: 3 clusters Score -1.325395e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -13254002.000000 Penalty: 5558.307129
	Iteration 92Q: 3 clusters Score -1.3254e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -13254047.000000 Penalty: 5558.307129
	Iteration 93Q: 3 clusters Score -1.325405e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -13254039.000000 Penalty: 5558.307129
	Iteration 94Q: 3 clusters Score -1.325404e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -13254072.000000 Penalty: 5558.307129
	Iteration 95Q: 3 clusters Score -1.325407e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -13254106.000000 Penalty: 5558.307129
	Iteration 96Q: 3 clusters Score -1.325411e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -13254109.000000 Penalty: 5558.307129
	Iteration 97Q: 3 clusters Score -1.325411e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -13254115.000000 Penalty: 5558.307129
	Iteration 98Q: 3 clusters Score -1.325412e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -13254146.000000 Penalty: 5558.307129
	Iteration 99Q: 3 clusters Score -1.325415e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -13254177.000000 Penalty: 5558.307129
	Iteration 100F: 3 clusters Score -1.325418e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -13254238.000000 Penalty: 5558.307129
	Iteration 101Q: 3 clusters Score -1.325424e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -13254265.000000 Penalty: 5558.307129
	Iteration 102Q: 3 clusters Score -1.325426e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -13254293.000000 Penalty: 5558.307129
	Iteration 103Q: 3 clusters Score -1.325429e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -13254287.000000 Penalty: 5558.307129
	Iteration 104Q: 3 clusters Score -1.325429e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -13254279.000000 Penalty: 5558.307129
	Iteration 105Q: 3 clusters Score -1.325428e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -13254296.000000 Penalty: 5558.307129
	Iteration 106Q: 3 clusters Score -1.32543e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -13254341.000000 Penalty: 5558.307129
	Iteration 107Q: 3 clusters Score -1.325434e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -13254385.000000 Penalty: 5558.307129
	Iteration 108Q: 3 clusters Score -1.325438e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -13254393.000000 Penalty: 5558.307129
	Iteration 109Q: 3 clusters Score -1.325439e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -13254401.000000 Penalty: 5558.307129
	Iteration 110Q: 3 clusters Score -1.32544e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -13254409.000000 Penalty: 5558.307129
	Iteration 111Q: 3 clusters Score -1.325441e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -13254417.000000 Penalty: 5558.307129
	Iteration 112Q: 3 clusters Score -1.325442e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -13254442.000000 Penalty: 5558.307129
	Iteration 113Q: 3 clusters Score -1.325444e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -13254450.000000 Penalty: 5558.307129
	Iteration 114Q: 3 clusters Score -1.325445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -13254464.000000 Penalty: 5558.307129
	Iteration 115Q: 3 clusters Score -1.325446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -13254463.000000 Penalty: 5558.307129
	Iteration 116Q: 3 clusters Score -1.325446e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -13254471.000000 Penalty: 5558.307129
	Iteration 117Q: 3 clusters Score -1.325447e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -13254483.000000 Penalty: 5558.307129
	Iteration 118Q: 3 clusters Score -1.325448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -13254488.000000 Penalty: 5558.307129
	Iteration 119Q: 3 clusters Score -1.325449e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -13254492.000000 Penalty: 5558.307129
	Iteration 120F: 3 clusters Score -1.325449e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -13254483.000000 Penalty: 5558.307129
	Iteration 121Q: 3 clusters Score -1.325448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -13254499.000000 Penalty: 5558.307129
	Iteration 122Q: 3 clusters Score -1.32545e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -13254489.000000 Penalty: 5558.307129
	Iteration 123Q: 3 clusters Score -1.325449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -13254493.000000 Penalty: 5558.307129
	Iteration 124Q: 3 clusters Score -1.325449e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -13254482.000000 Penalty: 5558.307129
	Iteration 125Q: 3 clusters Score -1.325448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -13254508.000000 Penalty: 5558.307129
	Iteration 126Q: 3 clusters Score -1.325451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -13254509.000000 Penalty: 5558.307129
	Iteration 127Q: 3 clusters Score -1.325451e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -13254498.000000 Penalty: 5558.307129
	Iteration 128Q: 3 clusters Score -1.32545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -13254510.000000 Penalty: 5558.307129
	Iteration 129Q: 3 clusters Score -1.325451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -13254516.000000 Penalty: 5558.307129
	Iteration 130Q: 3 clusters Score -1.325452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -13254526.000000 Penalty: 5558.307129
	Iteration 131Q: 3 clusters Score -1.325453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -13254536.000000 Penalty: 5558.307129
	Iteration 132Q: 3 clusters Score -1.325454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -13254521.000000 Penalty: 5558.307129
	Iteration 133Q: 3 clusters Score -1.325452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -13254529.000000 Penalty: 5558.307129
	Iteration 134Q: 3 clusters Score -1.325453e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -13254537.000000 Penalty: 5558.307129
	Iteration 135Q: 3 clusters Score -1.325454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -13254549.000000 Penalty: 5558.307129
	Iteration 136Q: 3 clusters Score -1.325455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -13254531.000000 Penalty: 5558.307129
	Iteration 137Q: 3 clusters Score -1.325453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -13254550.000000 Penalty: 5558.307129
	Iteration 138Q: 3 clusters Score -1.325455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -13254527.000000 Penalty: 5558.307129
	Iteration 139Q: 3 clusters Score -1.325453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -13254524.000000 Penalty: 5558.307129
	Iteration 140F: 3 clusters Score -1.325452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -13254504.000000 Penalty: 5558.307129
	Iteration 141Q: 3 clusters Score -1.32545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -13254511.000000 Penalty: 5558.307129
	Iteration 142Q: 3 clusters Score -1.325451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -13254516.000000 Penalty: 5558.307129
	Iteration 143Q: 3 clusters Score -1.325452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -13254519.000000 Penalty: 5558.307129
	Iteration 144Q: 3 clusters Score -1.325452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -13254503.000000 Penalty: 5558.307129
	Iteration 145Q: 3 clusters Score -1.32545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -13254517.000000 Penalty: 5558.307129
	Iteration 146Q: 3 clusters Score -1.325452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -13254540.000000 Penalty: 5558.307129
	Iteration 147Q: 3 clusters Score -1.325454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -13254529.000000 Penalty: 5558.307129
	Iteration 148Q: 3 clusters Score -1.325453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -13254519.000000 Penalty: 5558.307129
	Iteration 149Q: 3 clusters Score -1.325452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -13254525.000000 Penalty: 5558.307129
	Iteration 150Q: 3 clusters Score -1.325452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -13254527.000000 Penalty: 5558.307129
	Iteration 151Q: 3 clusters Score -1.325453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -13254511.000000 Penalty: 5558.307129
	Iteration 152Q: 3 clusters Score -1.325451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -13254517.000000 Penalty: 5558.307129
	Iteration 153Q: 3 clusters Score -1.325452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -13254508.000000 Penalty: 5558.307129
	Iteration 154Q: 3 clusters Score -1.325451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -13254505.000000 Penalty: 5558.307129
	Iteration 155Q: 3 clusters Score -1.32545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -13254505.000000 Penalty: 5558.307129
	Iteration 156Q: 3 clusters Score -1.32545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -13254511.000000 Penalty: 5558.307129
	Iteration 157Q: 3 clusters Score -1.325451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -13254511.000000 Penalty: 5558.307129
	Iteration 158F: 3 clusters Score -1.325451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Entering Unmasked Estep 
Score: -196148832.000000 Penalty: 96734.070312
Splitting cluster 8 changes total score from -196099072.000000 to -196148832.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (82111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Entering Unmasked Estep 
Score: -14492583.000000 Penalty: 2806.325195
	Iteration 0F: 2 clusters Score -1.449258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -14469263.000000 Penalty: 5612.650391
	Iteration 0F: 3 clusters Score -1.446926e+07 nChanged 38458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -14491274.000000 Penalty: 5612.650391
	Iteration 1F: 3 clusters Score -1.449127e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -14492253.000000 Penalty: 5612.650391
	Iteration 2Q: 3 clusters Score -1.449225e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -14493697.000000 Penalty: 5612.650391
	Iteration 3Q: 3 clusters Score -1.44937e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -14495349.000000 Penalty: 5612.650391
	Iteration 4F: 3 clusters Score -1.449535e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -14496962.000000 Penalty: 5612.650391
	Iteration 5F: 3 clusters Score -1.449696e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -14498186.000000 Penalty: 5612.650391
	Iteration 6F: 3 clusters Score -1.449819e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -14499141.000000 Penalty: 5612.650391
	Iteration 7F: 3 clusters Score -1.449914e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -14499790.000000 Penalty: 5612.650391
	Iteration 8Q: 3 clusters Score -1.449979e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -14500618.000000 Penalty: 5612.650391
	Iteration 9Q: 3 clusters Score -1.450062e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -14501653.000000 Penalty: 5612.650391
	Iteration 10Q: 3 clusters Score -1.450165e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -14502992.000000 Penalty: 5612.650391
	Iteration 11Q: 3 clusters Score -1.450299e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -14504188.000000 Penalty: 5612.650391
	Iteration 12Q: 3 clusters Score -1.450419e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -14505274.000000 Penalty: 5612.650391
	Iteration 13Q: 3 clusters Score -1.450527e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -14506023.000000 Penalty: 5612.650391
	Iteration 14Q: 3 clusters Score -1.450602e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -14506552.000000 Penalty: 5612.650391
	Iteration 15Q: 3 clusters Score -1.450655e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -14506848.000000 Penalty: 5612.650391
	Iteration 16Q: 3 clusters Score -1.450685e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -14507155.000000 Penalty: 5612.650391
	Iteration 17Q: 3 clusters Score -1.450716e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -14507334.000000 Penalty: 5612.650391
	Iteration 18Q: 3 clusters Score -1.450733e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -14507473.000000 Penalty: 5612.650391
	Iteration 19Q: 3 clusters Score -1.450747e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -14507555.000000 Penalty: 5612.650391
	Iteration 20F: 3 clusters Score -1.450756e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -14507522.000000 Penalty: 5612.650391
	Iteration 21Q: 3 clusters Score -1.450752e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -14507421.000000 Penalty: 5612.650391
	Iteration 22Q: 3 clusters Score -1.450742e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -14507349.000000 Penalty: 5612.650391
	Iteration 23Q: 3 clusters Score -1.450735e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -14507118.000000 Penalty: 5612.650391
	Iteration 24Q: 3 clusters Score -1.450712e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -14506807.000000 Penalty: 5612.650391
	Iteration 25Q: 3 clusters Score -1.450681e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -14506660.000000 Penalty: 5612.650391
	Iteration 26Q: 3 clusters Score -1.450666e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -14506843.000000 Penalty: 5612.650391
	Iteration 27Q: 3 clusters Score -1.450684e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -14507050.000000 Penalty: 5612.650391
	Iteration 28Q: 3 clusters Score -1.450705e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -14507771.000000 Penalty: 5612.650391
	Iteration 29Q: 3 clusters Score -1.450777e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -14509475.000000 Penalty: 5612.650391
	Iteration 30Q: 3 clusters Score -1.450948e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -14512005.000000 Penalty: 5612.650391
	Iteration 31Q: 3 clusters Score -1.4512e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -14514671.000000 Penalty: 5612.650391
	Iteration 32Q: 3 clusters Score -1.451467e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -14517480.000000 Penalty: 5612.650391
	Iteration 33Q: 3 clusters Score -1.451748e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -14520487.000000 Penalty: 5612.650391
	Iteration 34Q: 3 clusters Score -1.452049e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -14523805.000000 Penalty: 5612.650391
	Iteration 35Q: 3 clusters Score -1.45238e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -14527526.000000 Penalty: 5612.650391
	Iteration 36Q: 3 clusters Score -1.452753e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -14531207.000000 Penalty: 5612.650391
	Iteration 37Q: 3 clusters Score -1.453121e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -14534366.000000 Penalty: 5612.650391
	Iteration 38Q: 3 clusters Score -1.453437e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -14536950.000000 Penalty: 5612.650391
	Iteration 39Q: 3 clusters Score -1.453695e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -14541346.000000 Penalty: 5612.650391
	Iteration 40F: 3 clusters Score -1.454135e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -14544109.000000 Penalty: 5612.650391
	Iteration 41Q: 3 clusters Score -1.454411e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -14544592.000000 Penalty: 5612.650391
	Iteration 42Q: 3 clusters Score -1.454459e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -14544816.000000 Penalty: 5612.650391
	Iteration 43Q: 3 clusters Score -1.454482e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -14544907.000000 Penalty: 5612.650391
	Iteration 44Q: 3 clusters Score -1.454491e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -14544912.000000 Penalty: 5612.650391
	Iteration 45Q: 3 clusters Score -1.454491e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -14544914.000000 Penalty: 5612.650391
	Iteration 46Q: 3 clusters Score -1.454491e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -14544858.000000 Penalty: 5612.650391
	Iteration 47Q: 3 clusters Score -1.454486e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -14544895.000000 Penalty: 5612.650391
	Iteration 48Q: 3 clusters Score -1.45449e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -14544852.000000 Penalty: 5612.650391
	Iteration 49Q: 3 clusters Score -1.454485e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -14544867.000000 Penalty: 5612.650391
	Iteration 50Q: 3 clusters Score -1.454487e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -14544856.000000 Penalty: 5612.650391
	Iteration 51Q: 3 clusters Score -1.454486e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -14544825.000000 Penalty: 5612.650391
	Iteration 52Q: 3 clusters Score -1.454482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -14544821.000000 Penalty: 5612.650391
	Iteration 53Q: 3 clusters Score -1.454482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -14544840.000000 Penalty: 5612.650391
	Iteration 54Q: 3 clusters Score -1.454484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -14544822.000000 Penalty: 5612.650391
	Iteration 55Q: 3 clusters Score -1.454482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -14544825.000000 Penalty: 5612.650391
	Iteration 56Q: 3 clusters Score -1.454482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -14544829.000000 Penalty: 5612.650391
	Iteration 57Q: 3 clusters Score -1.454483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -14544836.000000 Penalty: 5612.650391
	Iteration 58Q: 3 clusters Score -1.454484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -14544828.000000 Penalty: 5612.650391
	Iteration 59Q: 3 clusters Score -1.454483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -14544838.000000 Penalty: 5612.650391
	Iteration 60F: 3 clusters Score -1.454484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -14544846.000000 Penalty: 5612.650391
	Iteration 61Q: 3 clusters Score -1.454485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -14544860.000000 Penalty: 5612.650391
	Iteration 62Q: 3 clusters Score -1.454486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -14544860.000000 Penalty: 5612.650391
	Iteration 63F: 3 clusters Score -1.454486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Entering Unmasked Estep 
Score: -196196368.000000 Penalty: 100188.859375
Splitting cluster 9 changes total score from -196099072.000000 to -196196368.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (43996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Entering Unmasked Estep 
Score: -7785020.500000 Penalty: 2651.579834
	Iteration 0F: 2 clusters Score -7785020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -7755812.000000 Penalty: 5303.159668
	Iteration 0F: 3 clusters Score -7755812 nChanged 20238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -7767062.500000 Penalty: 5303.159668
	Iteration 1F: 3 clusters Score -7767062 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -7767879.000000 Penalty: 5303.159668
	Iteration 2Q: 3 clusters Score -7767879 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -7768974.500000 Penalty: 5303.159668
	Iteration 3F: 3 clusters Score -7768974 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -7770454.000000 Penalty: 5303.159668
	Iteration 4F: 3 clusters Score -7770454 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -7772647.000000 Penalty: 5303.159668
	Iteration 5F: 3 clusters Score -7772647 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -7775780.000000 Penalty: 5303.159668
	Iteration 6F: 3 clusters Score -7775780 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -7779595.000000 Penalty: 5303.159668
	Iteration 7F: 3 clusters Score -7779595 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -7783786.500000 Penalty: 5303.159668
	Iteration 8F: 3 clusters Score -7783786 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -7786594.000000 Penalty: 5303.159668
	Iteration 9Q: 3 clusters Score -7786594 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -7787397.000000 Penalty: 5303.159668
	Iteration 10Q: 3 clusters Score -7787397 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -7787562.500000 Penalty: 5303.159668
	Iteration 11Q: 3 clusters Score -7787562 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -7787593.500000 Penalty: 5303.159668
	Iteration 12Q: 3 clusters Score -7787594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -7787626.500000 Penalty: 5303.159668
	Iteration 13Q: 3 clusters Score -7787626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -7787647.500000 Penalty: 5303.159668
	Iteration 14Q: 3 clusters Score -7787648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -7787649.000000 Penalty: 5303.159668
	Iteration 15Q: 3 clusters Score -7787649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -7787650.500000 Penalty: 5303.159668
	Iteration 16Q: 3 clusters Score -7787650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -7787642.500000 Penalty: 5303.159668
	Iteration 17Q: 3 clusters Score -7787642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -7787648.500000 Penalty: 5303.159668
	Iteration 18Q: 3 clusters Score -7787648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -7787641.000000 Penalty: 5303.159668
	Iteration 19Q: 3 clusters Score -7787641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -7787641.000000 Penalty: 5303.159668
	Iteration 20F: 3 clusters Score -7787641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -7787638.000000 Penalty: 5303.159668
	Iteration 21Q: 3 clusters Score -7787638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -7787634.500000 Penalty: 5303.159668
	Iteration 22Q: 3 clusters Score -7787634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -7787632.500000 Penalty: 5303.159668
	Iteration 23Q: 3 clusters Score -7787632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -7787642.500000 Penalty: 5303.159668
	Iteration 24Q: 3 clusters Score -7787642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -7787640.500000 Penalty: 5303.159668
	Iteration 25Q: 3 clusters Score -7787640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -7787650.000000 Penalty: 5303.159668
	Iteration 26Q: 3 clusters Score -7787650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -7787646.500000 Penalty: 5303.159668
	Iteration 27Q: 3 clusters Score -7787646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -7787644.500000 Penalty: 5303.159668
	Iteration 28Q: 3 clusters Score -7787644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -7787643.000000 Penalty: 5303.159668
	Iteration 29Q: 3 clusters Score -7787643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -7787643.000000 Penalty: 5303.159668
	Iteration 30F: 3 clusters Score -7787643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 68940 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Entering Unmasked Estep 
Score: -196197632.000000 Penalty: 103643.640625
Splitting cluster 10 changes total score from -196099072.000000 to -196197632.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (68940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Entering Unmasked Estep 
Score: -12339744.000000 Penalty: 2762.966064
	Iteration 0F: 2 clusters Score -1.233974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -12308159.000000 Penalty: 5525.932129
	Iteration 0F: 3 clusters Score -1.230816e+07 nChanged 32110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -12326039.000000 Penalty: 5525.932129
	Iteration 1F: 3 clusters Score -1.232604e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -12326707.000000 Penalty: 5525.932129
	Iteration 2Q: 3 clusters Score -1.232671e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -12327480.000000 Penalty: 5525.932129
	Iteration 3Q: 3 clusters Score -1.232748e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -12328504.000000 Penalty: 5525.932129
	Iteration 4Q: 3 clusters Score -1.23285e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -12329906.000000 Penalty: 5525.932129
	Iteration 5Q: 3 clusters Score -1.232991e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -12331523.000000 Penalty: 5525.932129
	Iteration 6F: 3 clusters Score -1.233152e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -12333393.000000 Penalty: 5525.932129
	Iteration 7F: 3 clusters Score -1.233339e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -12335190.000000 Penalty: 5525.932129
	Iteration 8F: 3 clusters Score -1.233519e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -12336782.000000 Penalty: 5525.932129
	Iteration 9F: 3 clusters Score -1.233678e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -12338108.000000 Penalty: 5525.932129
	Iteration 10Q: 3 clusters Score -1.233811e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -12338858.000000 Penalty: 5525.932129
	Iteration 11Q: 3 clusters Score -1.233886e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -12339241.000000 Penalty: 5525.932129
	Iteration 12Q: 3 clusters Score -1.233924e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -12339480.000000 Penalty: 5525.932129
	Iteration 13Q: 3 clusters Score -1.233948e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -12339713.000000 Penalty: 5525.932129
	Iteration 14Q: 3 clusters Score -1.233971e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -12340016.000000 Penalty: 5525.932129
	Iteration 15Q: 3 clusters Score -1.234002e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -12340270.000000 Penalty: 5525.932129
	Iteration 16Q: 3 clusters Score -1.234027e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -12340405.000000 Penalty: 5525.932129
	Iteration 17Q: 3 clusters Score -1.23404e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -12340647.000000 Penalty: 5525.932129
	Iteration 18Q: 3 clusters Score -1.234065e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -12340928.000000 Penalty: 5525.932129
	Iteration 19Q: 3 clusters Score -1.234093e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -12341141.000000 Penalty: 5525.932129
	Iteration 20F: 3 clusters Score -1.234114e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -12341302.000000 Penalty: 5525.932129
	Iteration 21Q: 3 clusters Score -1.23413e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -12341497.000000 Penalty: 5525.932129
	Iteration 22Q: 3 clusters Score -1.23415e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -12341600.000000 Penalty: 5525.932129
	Iteration 23Q: 3 clusters Score -1.23416e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -12341750.000000 Penalty: 5525.932129
	Iteration 24Q: 3 clusters Score -1.234175e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -12341893.000000 Penalty: 5525.932129
	Iteration 25Q: 3 clusters Score -1.234189e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -12342048.000000 Penalty: 5525.932129
	Iteration 26Q: 3 clusters Score -1.234205e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -12342189.000000 Penalty: 5525.932129
	Iteration 27Q: 3 clusters Score -1.234219e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -12342217.000000 Penalty: 5525.932129
	Iteration 28Q: 3 clusters Score -1.234222e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -12342285.000000 Penalty: 5525.932129
	Iteration 29Q: 3 clusters Score -1.234228e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -12342326.000000 Penalty: 5525.932129
	Iteration 30Q: 3 clusters Score -1.234233e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -12342395.000000 Penalty: 5525.932129
	Iteration 31Q: 3 clusters Score -1.23424e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -12342470.000000 Penalty: 5525.932129
	Iteration 32Q: 3 clusters Score -1.234247e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -12342517.000000 Penalty: 5525.932129
	Iteration 33Q: 3 clusters Score -1.234252e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -12342613.000000 Penalty: 5525.932129
	Iteration 34Q: 3 clusters Score -1.234261e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -12342702.000000 Penalty: 5525.932129
	Iteration 35Q: 3 clusters Score -1.23427e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -12342824.000000 Penalty: 5525.932129
	Iteration 36Q: 3 clusters Score -1.234282e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -12342936.000000 Penalty: 5525.932129
	Iteration 37Q: 3 clusters Score -1.234294e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -12343039.000000 Penalty: 5525.932129
	Iteration 38Q: 3 clusters Score -1.234304e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -12343101.000000 Penalty: 5525.932129
	Iteration 39Q: 3 clusters Score -1.23431e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -12343182.000000 Penalty: 5525.932129
	Iteration 40F: 3 clusters Score -1.234318e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -12343231.000000 Penalty: 5525.932129
	Iteration 41Q: 3 clusters Score -1.234323e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -12343294.000000 Penalty: 5525.932129
	Iteration 42Q: 3 clusters Score -1.234329e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -12343307.000000 Penalty: 5525.932129
	Iteration 43Q: 3 clusters Score -1.234331e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -12343361.000000 Penalty: 5525.932129
	Iteration 44Q: 3 clusters Score -1.234336e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -12343423.000000 Penalty: 5525.932129
	Iteration 45Q: 3 clusters Score -1.234342e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -12343500.000000 Penalty: 5525.932129
	Iteration 46Q: 3 clusters Score -1.23435e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -12343547.000000 Penalty: 5525.932129
	Iteration 47Q: 3 clusters Score -1.234355e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -12343590.000000 Penalty: 5525.932129
	Iteration 48Q: 3 clusters Score -1.234359e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -12343655.000000 Penalty: 5525.932129
	Iteration 49Q: 3 clusters Score -1.234366e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -12343760.000000 Penalty: 5525.932129
	Iteration 50Q: 3 clusters Score -1.234376e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -12343862.000000 Penalty: 5525.932129
	Iteration 51Q: 3 clusters Score -1.234386e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -12343972.000000 Penalty: 5525.932129
	Iteration 52Q: 3 clusters Score -1.234397e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -12344067.000000 Penalty: 5525.932129
	Iteration 53Q: 3 clusters Score -1.234407e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -12344126.000000 Penalty: 5525.932129
	Iteration 54Q: 3 clusters Score -1.234413e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -12344144.000000 Penalty: 5525.932129
	Iteration 55Q: 3 clusters Score -1.234414e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -12344225.000000 Penalty: 5525.932129
	Iteration 56Q: 3 clusters Score -1.234422e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -12344280.000000 Penalty: 5525.932129
	Iteration 57Q: 3 clusters Score -1.234428e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -12344335.000000 Penalty: 5525.932129
	Iteration 58Q: 3 clusters Score -1.234434e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -12344426.000000 Penalty: 5525.932129
	Iteration 59Q: 3 clusters Score -1.234443e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -12344504.000000 Penalty: 5525.932129
	Iteration 60F: 3 clusters Score -1.23445e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -12344548.000000 Penalty: 5525.932129
	Iteration 61Q: 3 clusters Score -1.234455e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -12344575.000000 Penalty: 5525.932129
	Iteration 62Q: 3 clusters Score -1.234458e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -12344620.000000 Penalty: 5525.932129
	Iteration 63Q: 3 clusters Score -1.234462e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -12344666.000000 Penalty: 5525.932129
	Iteration 64Q: 3 clusters Score -1.234467e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -12344664.000000 Penalty: 5525.932129
	Iteration 65Q: 3 clusters Score -1.234466e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -12344759.000000 Penalty: 5525.932129
	Iteration 66Q: 3 clusters Score -1.234476e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -12344802.000000 Penalty: 5525.932129
	Iteration 67Q: 3 clusters Score -1.23448e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -12344861.000000 Penalty: 5525.932129
	Iteration 68Q: 3 clusters Score -1.234486e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -12344874.000000 Penalty: 5525.932129
	Iteration 69Q: 3 clusters Score -1.234487e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -12344939.000000 Penalty: 5525.932129
	Iteration 70Q: 3 clusters Score -1.234494e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -12344962.000000 Penalty: 5525.932129
	Iteration 71Q: 3 clusters Score -1.234496e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -12344942.000000 Penalty: 5525.932129
	Iteration 72Q: 3 clusters Score -1.234494e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -12344943.000000 Penalty: 5525.932129
	Iteration 73Q: 3 clusters Score -1.234494e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -12344992.000000 Penalty: 5525.932129
	Iteration 74Q: 3 clusters Score -1.234499e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -12344992.000000 Penalty: 5525.932129
	Iteration 75Q: 3 clusters Score -1.234499e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -12345030.000000 Penalty: 5525.932129
	Iteration 76Q: 3 clusters Score -1.234503e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -12345029.000000 Penalty: 5525.932129
	Iteration 77Q: 3 clusters Score -1.234503e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -12345017.000000 Penalty: 5525.932129
	Iteration 78Q: 3 clusters Score -1.234502e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -12345023.000000 Penalty: 5525.932129
	Iteration 79Q: 3 clusters Score -1.234502e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -12345037.000000 Penalty: 5525.932129
	Iteration 80F: 3 clusters Score -1.234504e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -12345034.000000 Penalty: 5525.932129
	Iteration 81Q: 3 clusters Score -1.234503e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -12345072.000000 Penalty: 5525.932129
	Iteration 82Q: 3 clusters Score -1.234507e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -12345106.000000 Penalty: 5525.932129
	Iteration 83Q: 3 clusters Score -1.234511e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -12345105.000000 Penalty: 5525.932129
	Iteration 84Q: 3 clusters Score -1.23451e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -12345148.000000 Penalty: 5525.932129
	Iteration 85Q: 3 clusters Score -1.234515e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -12345128.000000 Penalty: 5525.932129
	Iteration 86Q: 3 clusters Score -1.234513e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -12345108.000000 Penalty: 5525.932129
	Iteration 87Q: 3 clusters Score -1.234511e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -12345182.000000 Penalty: 5525.932129
	Iteration 88Q: 3 clusters Score -1.234518e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -12345203.000000 Penalty: 5525.932129
	Iteration 89Q: 3 clusters Score -1.23452e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -12345239.000000 Penalty: 5525.932129
	Iteration 90Q: 3 clusters Score -1.234524e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -12345237.000000 Penalty: 5525.932129
	Iteration 91Q: 3 clusters Score -1.234524e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -12345256.000000 Penalty: 5525.932129
	Iteration 92Q: 3 clusters Score -1.234526e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -12345247.000000 Penalty: 5525.932129
	Iteration 93Q: 3 clusters Score -1.234525e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -12345263.000000 Penalty: 5525.932129
	Iteration 94Q: 3 clusters Score -1.234526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -12345267.000000 Penalty: 5525.932129
	Iteration 95Q: 3 clusters Score -1.234527e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -12345259.000000 Penalty: 5525.932129
	Iteration 96Q: 3 clusters Score -1.234526e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -12345258.000000 Penalty: 5525.932129
	Iteration 97Q: 3 clusters Score -1.234526e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -12345279.000000 Penalty: 5525.932129
	Iteration 98Q: 3 clusters Score -1.234528e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -12345277.000000 Penalty: 5525.932129
	Iteration 99Q: 3 clusters Score -1.234528e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -12345320.000000 Penalty: 5525.932129
	Iteration 100F: 3 clusters Score -1.234532e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -12345314.000000 Penalty: 5525.932129
	Iteration 101Q: 3 clusters Score -1.234531e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -12345321.000000 Penalty: 5525.932129
	Iteration 102Q: 3 clusters Score -1.234532e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -12345322.000000 Penalty: 5525.932129
	Iteration 103Q: 3 clusters Score -1.234532e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -12345331.000000 Penalty: 5525.932129
	Iteration 104Q: 3 clusters Score -1.234533e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -12345345.000000 Penalty: 5525.932129
	Iteration 105Q: 3 clusters Score -1.234534e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -12345339.000000 Penalty: 5525.932129
	Iteration 106Q: 3 clusters Score -1.234534e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -12345323.000000 Penalty: 5525.932129
	Iteration 107Q: 3 clusters Score -1.234532e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -12345323.000000 Penalty: 5525.932129
	Iteration 108Q: 3 clusters Score -1.234532e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -12345331.000000 Penalty: 5525.932129
	Iteration 109Q: 3 clusters Score -1.234533e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -12345347.000000 Penalty: 5525.932129
	Iteration 110Q: 3 clusters Score -1.234535e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -12345319.000000 Penalty: 5525.932129
	Iteration 111Q: 3 clusters Score -1.234532e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -12345337.000000 Penalty: 5525.932129
	Iteration 112Q: 3 clusters Score -1.234534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -12345318.000000 Penalty: 5525.932129
	Iteration 113Q: 3 clusters Score -1.234532e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -12345324.000000 Penalty: 5525.932129
	Iteration 114Q: 3 clusters Score -1.234532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -12345304.000000 Penalty: 5525.932129
	Iteration 115Q: 3 clusters Score -1.23453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -12345302.000000 Penalty: 5525.932129
	Iteration 116Q: 3 clusters Score -1.23453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -12345300.000000 Penalty: 5525.932129
	Iteration 117Q: 3 clusters Score -1.23453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -12345288.000000 Penalty: 5525.932129
	Iteration 118Q: 3 clusters Score -1.234529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -12345279.000000 Penalty: 5525.932129
	Iteration 119Q: 3 clusters Score -1.234528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -12345286.000000 Penalty: 5525.932129
	Iteration 120F: 3 clusters Score -1.234529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -12345282.000000 Penalty: 5525.932129
	Iteration 121Q: 3 clusters Score -1.234528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -12345266.000000 Penalty: 5525.932129
	Iteration 122Q: 3 clusters Score -1.234527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -12345271.000000 Penalty: 5525.932129
	Iteration 123Q: 3 clusters Score -1.234527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -12345290.000000 Penalty: 5525.932129
	Iteration 124Q: 3 clusters Score -1.234529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -12345265.000000 Penalty: 5525.932129
	Iteration 125Q: 3 clusters Score -1.234526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -12345289.000000 Penalty: 5525.932129
	Iteration 126Q: 3 clusters Score -1.234529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -12345282.000000 Penalty: 5525.932129
	Iteration 127Q: 3 clusters Score -1.234528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -12345281.000000 Penalty: 5525.932129
	Iteration 128Q: 3 clusters Score -1.234528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -12345286.000000 Penalty: 5525.932129
	Iteration 129Q: 3 clusters Score -1.234529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -12345292.000000 Penalty: 5525.932129
	Iteration 130Q: 3 clusters Score -1.234529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -12345288.000000 Penalty: 5525.932129
	Iteration 131Q: 3 clusters Score -1.234529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -12345291.000000 Penalty: 5525.932129
	Iteration 132Q: 3 clusters Score -1.234529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -12345301.000000 Penalty: 5525.932129
	Iteration 133Q: 3 clusters Score -1.23453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -12345317.000000 Penalty: 5525.932129
	Iteration 134Q: 3 clusters Score -1.234532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -12345301.000000 Penalty: 5525.932129
	Iteration 135Q: 3 clusters Score -1.23453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -12345309.000000 Penalty: 5525.932129
	Iteration 136Q: 3 clusters Score -1.234531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -12345291.000000 Penalty: 5525.932129
	Iteration 137Q: 3 clusters Score -1.234529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -12345293.000000 Penalty: 5525.932129
	Iteration 138Q: 3 clusters Score -1.234529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -12345307.000000 Penalty: 5525.932129
	Iteration 139Q: 3 clusters Score -1.234531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -12345308.000000 Penalty: 5525.932129
	Iteration 140F: 3 clusters Score -1.234531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -12345327.000000 Penalty: 5525.932129
	Iteration 141Q: 3 clusters Score -1.234533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -12345336.000000 Penalty: 5525.932129
	Iteration 142Q: 3 clusters Score -1.234534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -12345335.000000 Penalty: 5525.932129
	Iteration 143Q: 3 clusters Score -1.234534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -12345335.000000 Penalty: 5525.932129
	Iteration 144Q: 3 clusters Score -1.234534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -12345344.000000 Penalty: 5525.932129
	Iteration 145Q: 3 clusters Score -1.234534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -12345330.000000 Penalty: 5525.932129
	Iteration 146Q: 3 clusters Score -1.234533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -12345339.000000 Penalty: 5525.932129
	Iteration 147Q: 3 clusters Score -1.234534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -12345328.000000 Penalty: 5525.932129
	Iteration 148Q: 3 clusters Score -1.234533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -12345325.000000 Penalty: 5525.932129
	Iteration 149Q: 3 clusters Score -1.234532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -12345325.000000 Penalty: 5525.932129
	Iteration 150F: 3 clusters Score -1.234532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 32395 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Entering Unmasked Estep 
Score: -196200480.000000 Penalty: 107098.429688
Splitting cluster 11 changes total score from -196099072.000000 to -196200480.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (32395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Entering Unmasked Estep 
Score: -5688496.000000 Penalty: 2575.668213
	Iteration 0F: 2 clusters Score -5688496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5666609.000000 Penalty: 5151.336426
	Iteration 0F: 3 clusters Score -5666609 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -5675177.000000 Penalty: 5151.336426
	Iteration 1F: 3 clusters Score -5675177 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5676705.000000 Penalty: 5151.336426
	Iteration 2F: 3 clusters Score -5676705 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5678845.500000 Penalty: 5151.336426
	Iteration 3F: 3 clusters Score -5678846 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -5681233.000000 Penalty: 5151.336426
	Iteration 4F: 3 clusters Score -5681233 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -5683570.000000 Penalty: 5151.336426
	Iteration 5F: 3 clusters Score -5683570 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5685117.500000 Penalty: 5151.336426
	Iteration 6F: 3 clusters Score -5685118 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -5685937.500000 Penalty: 5151.336426
	Iteration 7Q: 3 clusters Score -5685938 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5686330.500000 Penalty: 5151.336426
	Iteration 8Q: 3 clusters Score -5686330 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -5686524.000000 Penalty: 5151.336426
	Iteration 9Q: 3 clusters Score -5686524 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -5686670.000000 Penalty: 5151.336426
	Iteration 10Q: 3 clusters Score -5686670 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -5686728.500000 Penalty: 5151.336426
	Iteration 11Q: 3 clusters Score -5686728 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5686758.000000 Penalty: 5151.336426
	Iteration 12Q: 3 clusters Score -5686758 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -5686799.500000 Penalty: 5151.336426
	Iteration 13Q: 3 clusters Score -5686800 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -5686818.000000 Penalty: 5151.336426
	Iteration 14Q: 3 clusters Score -5686818 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -5686841.000000 Penalty: 5151.336426
	Iteration 15Q: 3 clusters Score -5686841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5686836.000000 Penalty: 5151.336426
	Iteration 16Q: 3 clusters Score -5686836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5686851.000000 Penalty: 5151.336426
	Iteration 17Q: 3 clusters Score -5686851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -5686851.500000 Penalty: 5151.336426
	Iteration 18Q: 3 clusters Score -5686852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -5686860.000000 Penalty: 5151.336426
	Iteration 19Q: 3 clusters Score -5686860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -5686855.000000 Penalty: 5151.336426
	Iteration 20F: 3 clusters Score -5686855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -5686862.000000 Penalty: 5151.336426
	Iteration 21Q: 3 clusters Score -5686862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -5686871.000000 Penalty: 5151.336426
	Iteration 22Q: 3 clusters Score -5686871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -5686870.500000 Penalty: 5151.336426
	Iteration 23Q: 3 clusters Score -5686870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -5686867.500000 Penalty: 5151.336426
	Iteration 24Q: 3 clusters Score -5686868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -5686866.500000 Penalty: 5151.336426
	Iteration 25Q: 3 clusters Score -5686866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -5686856.500000 Penalty: 5151.336426
	Iteration 26Q: 3 clusters Score -5686856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5686865.000000 Penalty: 5151.336426
	Iteration 27Q: 3 clusters Score -5686865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5686864.000000 Penalty: 5151.336426
	Iteration 28Q: 3 clusters Score -5686864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -5686866.500000 Penalty: 5151.336426
	Iteration 29Q: 3 clusters Score -5686866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -5686864.000000 Penalty: 5151.336426
	Iteration 30Q: 3 clusters Score -5686864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5686865.500000 Penalty: 5151.336426
	Iteration 31Q: 3 clusters Score -5686866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -5686865.000000 Penalty: 5151.336426
	Iteration 32Q: 3 clusters Score -5686865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5686867.500000 Penalty: 5151.336426
	Iteration 33Q: 3 clusters Score -5686868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5686872.000000 Penalty: 5151.336426
	Iteration 34Q: 3 clusters Score -5686872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5686862.000000 Penalty: 5151.336426
	Iteration 35Q: 3 clusters Score -5686862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5686866.500000 Penalty: 5151.336426
	Iteration 36Q: 3 clusters Score -5686866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -5686849.000000 Penalty: 5151.336426
	Iteration 37Q: 3 clusters Score -5686849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -5686859.000000 Penalty: 5151.336426
	Iteration 38Q: 3 clusters Score -5686859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -5686866.500000 Penalty: 5151.336426
	Iteration 39Q: 3 clusters Score -5686866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5686870.500000 Penalty: 5151.336426
	Iteration 40F: 3 clusters Score -5686870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -5686869.000000 Penalty: 5151.336426
	Iteration 41Q: 3 clusters Score -5686869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5686861.500000 Penalty: 5151.336426
	Iteration 42Q: 3 clusters Score -5686862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5686875.500000 Penalty: 5151.336426
	Iteration 43Q: 3 clusters Score -5686876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5686870.500000 Penalty: 5151.336426
	Iteration 44Q: 3 clusters Score -5686870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -5686873.500000 Penalty: 5151.336426
	Iteration 45Q: 3 clusters Score -5686874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -5686880.000000 Penalty: 5151.336426
	Iteration 46Q: 3 clusters Score -5686880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5686886.000000 Penalty: 5151.336426
	Iteration 47Q: 3 clusters Score -5686886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -5686883.000000 Penalty: 5151.336426
	Iteration 48Q: 3 clusters Score -5686883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -5686884.500000 Penalty: 5151.336426
	Iteration 49Q: 3 clusters Score -5686884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5686884 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5686883 nChanged 2
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Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5686882 nChanged 2
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5686881 nChanged 2
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5686878 nChanged 3
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Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5686879 nChanged 4
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Mstep: Class 1 contains 15005 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5686878 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15007 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5686876 nChanged 4
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Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5686880 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5686888 nChanged 5
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Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5686892 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5686893 nChanged 4
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5686894 nChanged 3
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Mstep: Class 1 contains 15011 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5686893 nChanged 6
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Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5686897 nChanged 4
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Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5686898 nChanged 3
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Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5686896 nChanged 3
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Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5686896 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5686892 nChanged 2
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Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5686892 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5686892 nChanged 5
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Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5686894 nChanged 9
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Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5686896 nChanged 10
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Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5686900 nChanged 12
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Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5686906 nChanged 6
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Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5686908 nChanged 13
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Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5686915 nChanged 17
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Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5686908 nChanged 18
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Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5686899 nChanged 24
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Mstep: Class 1 contains 15119 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5686905 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5686917 nChanged 26
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Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5686920 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5686918 nChanged 21
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Mstep: Class 1 contains 15229 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5686921 nChanged 24
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5686915 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15287 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5686926 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5686933 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5686940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5686935 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15450 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5686933 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15500 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5686954 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15550 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5686962 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15605 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5686958 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5686948 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15710 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5686953 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5686948 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5686953 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5686960 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15935 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5686983 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15988 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5686987 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16040 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5686996 nChanged 65
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Mstep: Class 1 contains 16103 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5686987 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5686998 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5686980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5687006 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16386 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5687008 nChanged 55
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Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5687007 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16485 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5687006 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5687018 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5687019 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5687026 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5687044 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -5687047.500000 Penalty: 5151.336426
	Iteration 113Q: 3 clusters Score -5687048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -5687055.000000 Penalty: 5151.336426
	Iteration 114Q: 3 clusters Score -5687055 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5687062 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5687060 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17227 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5687074 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5687098 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5687124 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5687123 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -5687135.000000 Penalty: 5151.336426
	Iteration 121Q: 3 clusters Score -5687135 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5687146 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5687194.000000 Penalty: 5151.336426
	Iteration 123Q: 3 clusters Score -5687194 nChanged 160
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Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5687217 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18346 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5687264 nChanged 183
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Mstep: Class 1 contains 18527 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5687305 nChanged 154
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Mstep: Class 1 contains 18681 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5687334 nChanged 157
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5687358 nChanged 163
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Mstep: Class 1 contains 18991 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5687390 nChanged 163
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Mstep: Class 1 contains 19154 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5687424 nChanged 189
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Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5687460 nChanged 177
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Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5687474 nChanged 173
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Mstep: Class 1 contains 19689 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5687500 nChanged 162
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Mstep: Class 1 contains 19845 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5687510 nChanged 117
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Mstep: Class 1 contains 19962 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5687530 nChanged 114
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Mstep: Class 1 contains 20072 members 
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Entering Unmasked Estep 
Score: -5687536.500000 Penalty: 5151.336426
	Iteration 136Q: 3 clusters Score -5687536 nChanged 102
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Mstep: Class 1 contains 20174 members 
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Entering Unmasked Estep 
Score: -5687542.500000 Penalty: 5151.336426
	Iteration 137Q: 3 clusters Score -5687542 nChanged 107
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Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5687561 nChanged 100
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Mstep: Class 1 contains 20381 members 
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	Iteration 139Q: 3 clusters Score -5687557 nChanged 92
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Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5687568 nChanged 75
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Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5687597 nChanged 72
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5687592 nChanged 71
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5687625 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5687617 nChanged 65
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Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5687622 nChanged 62
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Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5687636 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21012 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5687640 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5687636 nChanged 64
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Mstep: Class 1 contains 21143 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5687654 nChanged 62
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5687660 nChanged 56
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5687657 nChanged 41
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5687664 nChanged 38
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	Iteration 154Q: 3 clusters Score -5687673 nChanged 40
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5687678 nChanged 50
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Mstep: Class 1 contains 21430 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5687672 nChanged 45
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Mstep: Class 1 contains 21524 members 
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	Iteration 158Q: 3 clusters Score -5687684 nChanged 37
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	Iteration 159Q: 3 clusters Score -5687688 nChanged 37
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Mstep: Class 1 contains 21594 members 
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	Iteration 160F: 3 clusters Score -5687684 nChanged 31
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Mstep: Class 1 contains 21625 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5687687 nChanged 22
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5687692 nChanged 30
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21703 members 
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	Iteration 164Q: 3 clusters Score -5687682 nChanged 28
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	Iteration 165Q: 3 clusters Score -5687687 nChanged 27
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Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 10639 members 
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	Iteration 166Q: 3 clusters Score -5687690 nChanged 21
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	Iteration 167Q: 3 clusters Score -5687690 nChanged 23
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Mstep: Class 1 contains 21798 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5687694 nChanged 20
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	Iteration 172Q: 3 clusters Score -5687688 nChanged 27
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	Iteration 177Q: 3 clusters Score -5687686 nChanged 24
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Mstep: Class 1 contains 22076 members 
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	Iteration 180F: 3 clusters Score -5687692 nChanged 21
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Mstep: Class 1 contains 22095 members 
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	Iteration 181Q: 3 clusters Score -5687692 nChanged 24
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Mstep: Class 1 contains 22139 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5687695 nChanged 18
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Mstep: Class 1 contains 22200 members 
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	Iteration 186Q: 3 clusters Score -5687704 nChanged 23
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5687714 nChanged 25
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Mstep: Class 1 contains 22246 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5687717 nChanged 23
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Mstep: Class 1 contains 22267 members 
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	Iteration 189Q: 3 clusters Score -5687696 nChanged 22
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	Iteration 190Q: 3 clusters Score -5687700 nChanged 27
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	Iteration 191Q: 3 clusters Score -5687710 nChanged 41
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	Iteration 192Q: 3 clusters Score -5687716 nChanged 28
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	Iteration 193Q: 3 clusters Score -5687720 nChanged 26
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	Iteration 194Q: 3 clusters Score -5687718 nChanged 38
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	Iteration 195Q: 3 clusters Score -5687733 nChanged 48
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	Iteration 196Q: 3 clusters Score -5687716 nChanged 43
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	Iteration 197Q: 3 clusters Score -5687734 nChanged 42
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5687736 nChanged 36
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Mstep: Class 1 contains 22600 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5687726 nChanged 32
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Mstep: Class 1 contains 22632 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5687735 nChanged 34
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5687741 nChanged 36
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5687740 nChanged 39
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5687748 nChanged 35
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Mstep: Class 1 contains 22774 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5687742 nChanged 40
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Mstep: Class 1 contains 22812 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5687746 nChanged 35
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5687758 nChanged 28
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5687761 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5687767 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5687766 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5687774 nChanged 44
Entering Unmasked Mstep 
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	Iteration 211Q: 3 clusters Score -5687774 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5687788 nChanged 69
Entering Unmasked Mstep 
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	Iteration 213Q: 3 clusters Score -5687793 nChanged 77
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5687822 nChanged 67
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5687826 nChanged 69
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5687844 nChanged 68
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	Iteration 217Q: 3 clusters Score -5687844 nChanged 65
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	Iteration 218Q: 3 clusters Score -5687854 nChanged 58
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	Iteration 220F: 3 clusters Score -5687861 nChanged 54
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	Iteration 223Q: 3 clusters Score -5687886 nChanged 30
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	Iteration 224Q: 3 clusters Score -5687902 nChanged 41
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	Iteration 225Q: 3 clusters Score -5687896 nChanged 50
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	Iteration 226Q: 3 clusters Score -5687906 nChanged 40
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	Iteration 227Q: 3 clusters Score -5687915 nChanged 51
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	Iteration 228Q: 3 clusters Score -5687926 nChanged 59
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	Iteration 229Q: 3 clusters Score -5687929 nChanged 57
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	Iteration 230Q: 3 clusters Score -5687932 nChanged 54
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	Iteration 231Q: 3 clusters Score -5687939 nChanged 52
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	Iteration 232Q: 3 clusters Score -5687928 nChanged 53
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	Iteration 233Q: 3 clusters Score -5687936 nChanged 49
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	Iteration 234Q: 3 clusters Score -5687954 nChanged 40
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	Iteration 235Q: 3 clusters Score -5687942 nChanged 45
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Score: -5687945.500000 Penalty: 5151.336426
	Iteration 236Q: 3 clusters Score -5687946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5687956.000000 Penalty: 5151.336426
	Iteration 237Q: 3 clusters Score -5687956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5687946.500000 Penalty: 5151.336426
	Iteration 238Q: 3 clusters Score -5687946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5687954.500000 Penalty: 5151.336426
	Iteration 239Q: 3 clusters Score -5687954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -5687949.500000 Penalty: 5151.336426
	Iteration 240F: 3 clusters Score -5687950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -5687961.500000 Penalty: 5151.336426
	Iteration 241Q: 3 clusters Score -5687962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -5687966.000000 Penalty: 5151.336426
	Iteration 242Q: 3 clusters Score -5687966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5687964.500000 Penalty: 5151.336426
	Iteration 243Q: 3 clusters Score -5687964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -5687961.000000 Penalty: 5151.336426
	Iteration 244Q: 3 clusters Score -5687961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5687971.500000 Penalty: 5151.336426
	Iteration 245Q: 3 clusters Score -5687972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -5687971.500000 Penalty: 5151.336426
	Iteration 246Q: 3 clusters Score -5687972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5687991.500000 Penalty: 5151.336426
	Iteration 247Q: 3 clusters Score -5687992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5687993.500000 Penalty: 5151.336426
	Iteration 248Q: 3 clusters Score -5687994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -5688021.000000 Penalty: 5151.336426
	Iteration 249Q: 3 clusters Score -5688021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5688028.000000 Penalty: 5151.336426
	Iteration 250Q: 3 clusters Score -5688028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5688020.000000 Penalty: 5151.336426
	Iteration 251Q: 3 clusters Score -5688020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5688051.500000 Penalty: 5151.336426
	Iteration 252Q: 3 clusters Score -5688052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -5688052.000000 Penalty: 5151.336426
	Iteration 253Q: 3 clusters Score -5688052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -5688068.000000 Penalty: 5151.336426
	Iteration 254Q: 3 clusters Score -5688068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -5688078.000000 Penalty: 5151.336426
	Iteration 255Q: 3 clusters Score -5688078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -5688073.500000 Penalty: 5151.336426
	Iteration 256Q: 3 clusters Score -5688074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -5688095.000000 Penalty: 5151.336426
	Iteration 257Q: 3 clusters Score -5688095 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -5688101.000000 Penalty: 5151.336426
	Iteration 258Q: 3 clusters Score -5688101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -5688106.000000 Penalty: 5151.336426
	Iteration 259Q: 3 clusters Score -5688106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -5688115.000000 Penalty: 5151.336426
	Iteration 260F: 3 clusters Score -5688115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -5688127.500000 Penalty: 5151.336426
	Iteration 261Q: 3 clusters Score -5688128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -5688135.500000 Penalty: 5151.336426
	Iteration 262Q: 3 clusters Score -5688136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5688167.000000 Penalty: 5151.336426
	Iteration 263Q: 3 clusters Score -5688167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -5688195.500000 Penalty: 5151.336426
	Iteration 264Q: 3 clusters Score -5688196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -5688197.500000 Penalty: 5151.336426
	Iteration 265Q: 3 clusters Score -5688198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5688220.500000 Penalty: 5151.336426
	Iteration 266Q: 3 clusters Score -5688220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -5688251.500000 Penalty: 5151.336426
	Iteration 267Q: 3 clusters Score -5688252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -5688277.500000 Penalty: 5151.336426
	Iteration 268Q: 3 clusters Score -5688278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -5688273.500000 Penalty: 5151.336426
	Iteration 269Q: 3 clusters Score -5688274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -5688282.500000 Penalty: 5151.336426
	Iteration 270Q: 3 clusters Score -5688282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -5688286.500000 Penalty: 5151.336426
	Iteration 271Q: 3 clusters Score -5688286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5688287.500000 Penalty: 5151.336426
	Iteration 272Q: 3 clusters Score -5688288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -5688305.000000 Penalty: 5151.336426
	Iteration 273Q: 3 clusters Score -5688305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -5688336.500000 Penalty: 5151.336426
	Iteration 274Q: 3 clusters Score -5688336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -5688360.500000 Penalty: 5151.336426
	Iteration 275Q: 3 clusters Score -5688360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5688383.500000 Penalty: 5151.336426
	Iteration 276Q: 3 clusters Score -5688384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -5688423.500000 Penalty: 5151.336426
	Iteration 277Q: 3 clusters Score -5688424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -5688421.500000 Penalty: 5151.336426
	Iteration 278Q: 3 clusters Score -5688422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5688438.500000 Penalty: 5151.336426
	Iteration 279Q: 3 clusters Score -5688438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5688475.000000 Penalty: 5151.336426
	Iteration 280F: 3 clusters Score -5688475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5688522.500000 Penalty: 5151.336426
	Iteration 281Q: 3 clusters Score -5688522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -5688561.500000 Penalty: 5151.336426
	Iteration 282Q: 3 clusters Score -5688562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5688636.500000 Penalty: 5151.336426
	Iteration 283Q: 3 clusters Score -5688636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5688725.000000 Penalty: 5151.336426
	Iteration 284Q: 3 clusters Score -5688725 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -5688822.500000 Penalty: 5151.336426
	Iteration 285Q: 3 clusters Score -5688822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5688881.000000 Penalty: 5151.336426
	Iteration 286Q: 3 clusters Score -5688881 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -5688922.500000 Penalty: 5151.336426
	Iteration 287Q: 3 clusters Score -5688922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5688933.000000 Penalty: 5151.336426
	Iteration 288Q: 3 clusters Score -5688933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5688937.500000 Penalty: 5151.336426
	Iteration 289Q: 3 clusters Score -5688938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5688946.000000 Penalty: 5151.336426
	Iteration 290Q: 3 clusters Score -5688946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5688947.500000 Penalty: 5151.336426
	Iteration 291Q: 3 clusters Score -5688948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5688942.000000 Penalty: 5151.336426
	Iteration 292Q: 3 clusters Score -5688942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5688945.500000 Penalty: 5151.336426
	Iteration 293Q: 3 clusters Score -5688946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5688939.500000 Penalty: 5151.336426
	Iteration 294Q: 3 clusters Score -5688940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5688937.000000 Penalty: 5151.336426
	Iteration 295Q: 3 clusters Score -5688937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5688940.500000 Penalty: 5151.336426
	Iteration 296Q: 3 clusters Score -5688940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5688945.000000 Penalty: 5151.336426
	Iteration 297Q: 3 clusters Score -5688945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5688947.500000 Penalty: 5151.336426
	Iteration 298Q: 3 clusters Score -5688948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5688957.000000 Penalty: 5151.336426
	Iteration 299Q: 3 clusters Score -5688957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5688964.000000 Penalty: 5151.336426
	Iteration 300F: 3 clusters Score -5688964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -5688965.000000 Penalty: 5151.336426
	Iteration 301Q: 3 clusters Score -5688965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -5688963.500000 Penalty: 5151.336426
	Iteration 302Q: 3 clusters Score -5688964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5688960.500000 Penalty: 5151.336426
	Iteration 303Q: 3 clusters Score -5688960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5688960.500000 Penalty: 5151.336426
	Iteration 304F: 3 clusters Score -5688960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 60439 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Entering Unmasked Estep 
Score: -196199136.000000 Penalty: 110553.218750
Splitting cluster 12 changes total score from -196099072.000000 to -196199136.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (60439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Entering Unmasked Estep 
Score: -10752191.000000 Penalty: 2730.328613
	Iteration 0F: 2 clusters Score -1.075219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -10722062.000000 Penalty: 5460.657227
	Iteration 0F: 3 clusters Score -1.072206e+07 nChanged 28088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -10737699.000000 Penalty: 5460.657227
	Iteration 1F: 3 clusters Score -1.07377e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -10738301.000000 Penalty: 5460.657227
	Iteration 2Q: 3 clusters Score -1.07383e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -10739046.000000 Penalty: 5460.657227
	Iteration 3Q: 3 clusters Score -1.073905e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -10740253.000000 Penalty: 5460.657227
	Iteration 4Q: 3 clusters Score -1.074025e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -10741969.000000 Penalty: 5460.657227
	Iteration 5Q: 3 clusters Score -1.074197e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -10744396.000000 Penalty: 5460.657227
	Iteration 6F: 3 clusters Score -1.07444e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -10747339.000000 Penalty: 5460.657227
	Iteration 7F: 3 clusters Score -1.074734e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -10750484.000000 Penalty: 5460.657227
	Iteration 8F: 3 clusters Score -1.075048e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -10753214.000000 Penalty: 5460.657227
	Iteration 9F: 3 clusters Score -1.075321e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -10755031.000000 Penalty: 5460.657227
	Iteration 10F: 3 clusters Score -1.075503e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -10756298.000000 Penalty: 5460.657227
	Iteration 11Q: 3 clusters Score -1.07563e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -10756898.000000 Penalty: 5460.657227
	Iteration 12Q: 3 clusters Score -1.07569e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -10757156.000000 Penalty: 5460.657227
	Iteration 13Q: 3 clusters Score -1.075716e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -10757169.000000 Penalty: 5460.657227
	Iteration 14Q: 3 clusters Score -1.075717e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -10756833.000000 Penalty: 5460.657227
	Iteration 15Q: 3 clusters Score -1.075683e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -10756513.000000 Penalty: 5460.657227
	Iteration 16Q: 3 clusters Score -1.075651e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -10756227.000000 Penalty: 5460.657227
	Iteration 17Q: 3 clusters Score -1.075623e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -10755832.000000 Penalty: 5460.657227
	Iteration 18Q: 3 clusters Score -1.075583e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -10755622.000000 Penalty: 5460.657227
	Iteration 19Q: 3 clusters Score -1.075562e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -10755350.000000 Penalty: 5460.657227
	Iteration 20F: 3 clusters Score -1.075535e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -10755199.000000 Penalty: 5460.657227
	Iteration 21Q: 3 clusters Score -1.07552e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -10755098.000000 Penalty: 5460.657227
	Iteration 22Q: 3 clusters Score -1.07551e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -10754944.000000 Penalty: 5460.657227
	Iteration 23Q: 3 clusters Score -1.075494e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -10754837.000000 Penalty: 5460.657227
	Iteration 24Q: 3 clusters Score -1.075484e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -10754733.000000 Penalty: 5460.657227
	Iteration 25Q: 3 clusters Score -1.075473e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -10754684.000000 Penalty: 5460.657227
	Iteration 26Q: 3 clusters Score -1.075468e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -10754633.000000 Penalty: 5460.657227
	Iteration 27Q: 3 clusters Score -1.075463e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -10754600.000000 Penalty: 5460.657227
	Iteration 28Q: 3 clusters Score -1.07546e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -10754590.000000 Penalty: 5460.657227
	Iteration 29Q: 3 clusters Score -1.075459e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -10754574.000000 Penalty: 5460.657227
	Iteration 30Q: 3 clusters Score -1.075457e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -10754555.000000 Penalty: 5460.657227
	Iteration 31Q: 3 clusters Score -1.075456e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -10754525.000000 Penalty: 5460.657227
	Iteration 32Q: 3 clusters Score -1.075452e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -10754565.000000 Penalty: 5460.657227
	Iteration 33Q: 3 clusters Score -1.075456e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -10754529.000000 Penalty: 5460.657227
	Iteration 34Q: 3 clusters Score -1.075453e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -10754484.000000 Penalty: 5460.657227
	Iteration 35Q: 3 clusters Score -1.075448e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -10754467.000000 Penalty: 5460.657227
	Iteration 36Q: 3 clusters Score -1.075447e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -10754458.000000 Penalty: 5460.657227
	Iteration 37Q: 3 clusters Score -1.075446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -10754445.000000 Penalty: 5460.657227
	Iteration 38Q: 3 clusters Score -1.075444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -10754427.000000 Penalty: 5460.657227
	Iteration 39Q: 3 clusters Score -1.075443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -10754406.000000 Penalty: 5460.657227
	Iteration 40F: 3 clusters Score -1.075441e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -10754402.000000 Penalty: 5460.657227
	Iteration 41Q: 3 clusters Score -1.07544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -10754372.000000 Penalty: 5460.657227
	Iteration 42Q: 3 clusters Score -1.075437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -10754361.000000 Penalty: 5460.657227
	Iteration 43Q: 3 clusters Score -1.075436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -10754342.000000 Penalty: 5460.657227
	Iteration 44Q: 3 clusters Score -1.075434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -10754329.000000 Penalty: 5460.657227
	Iteration 45Q: 3 clusters Score -1.075433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -10754349.000000 Penalty: 5460.657227
	Iteration 46Q: 3 clusters Score -1.075435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -10754329.000000 Penalty: 5460.657227
	Iteration 47Q: 3 clusters Score -1.075433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -10754313.000000 Penalty: 5460.657227
	Iteration 48Q: 3 clusters Score -1.075431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -10754315.000000 Penalty: 5460.657227
	Iteration 49Q: 3 clusters Score -1.075432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -10754286.000000 Penalty: 5460.657227
	Iteration 50Q: 3 clusters Score -1.075429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -10754302.000000 Penalty: 5460.657227
	Iteration 51Q: 3 clusters Score -1.07543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -10754297.000000 Penalty: 5460.657227
	Iteration 52Q: 3 clusters Score -1.07543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -10754300.000000 Penalty: 5460.657227
	Iteration 53Q: 3 clusters Score -1.07543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -10754302.000000 Penalty: 5460.657227
	Iteration 54Q: 3 clusters Score -1.07543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -10754287.000000 Penalty: 5460.657227
	Iteration 55Q: 3 clusters Score -1.075429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -10754278.000000 Penalty: 5460.657227
	Iteration 56Q: 3 clusters Score -1.075428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -10754281.000000 Penalty: 5460.657227
	Iteration 57Q: 3 clusters Score -1.075428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -10754273.000000 Penalty: 5460.657227
	Iteration 58Q: 3 clusters Score -1.075427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -10754262.000000 Penalty: 5460.657227
	Iteration 59Q: 3 clusters Score -1.075426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -10754270.000000 Penalty: 5460.657227
	Iteration 60F: 3 clusters Score -1.075427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -10754248.000000 Penalty: 5460.657227
	Iteration 61Q: 3 clusters Score -1.075425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -10754251.000000 Penalty: 5460.657227
	Iteration 62Q: 3 clusters Score -1.075425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -10754236.000000 Penalty: 5460.657227
	Iteration 63Q: 3 clusters Score -1.075424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -10754226.000000 Penalty: 5460.657227
	Iteration 64Q: 3 clusters Score -1.075423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -10754236.000000 Penalty: 5460.657227
	Iteration 65Q: 3 clusters Score -1.075424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -10754220.000000 Penalty: 5460.657227
	Iteration 66Q: 3 clusters Score -1.075422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -10754226.000000 Penalty: 5460.657227
	Iteration 67Q: 3 clusters Score -1.075423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -10754228.000000 Penalty: 5460.657227
	Iteration 68Q: 3 clusters Score -1.075423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -10754230.000000 Penalty: 5460.657227
	Iteration 69Q: 3 clusters Score -1.075423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -10754215.000000 Penalty: 5460.657227
	Iteration 70Q: 3 clusters Score -1.075422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -10754215.000000 Penalty: 5460.657227
	Iteration 71Q: 3 clusters Score -1.075422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -10754207.000000 Penalty: 5460.657227
	Iteration 72Q: 3 clusters Score -1.075421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -10754186.000000 Penalty: 5460.657227
	Iteration 73Q: 3 clusters Score -1.075419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -10754179.000000 Penalty: 5460.657227
	Iteration 74Q: 3 clusters Score -1.075418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -10754170.000000 Penalty: 5460.657227
	Iteration 75Q: 3 clusters Score -1.075417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -10754156.000000 Penalty: 5460.657227
	Iteration 76Q: 3 clusters Score -1.075416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -10754150.000000 Penalty: 5460.657227
	Iteration 77Q: 3 clusters Score -1.075415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -10754146.000000 Penalty: 5460.657227
	Iteration 78Q: 3 clusters Score -1.075415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -10754143.000000 Penalty: 5460.657227
	Iteration 79Q: 3 clusters Score -1.075414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -10754145.000000 Penalty: 5460.657227
	Iteration 80F: 3 clusters Score -1.075414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -10754139.000000 Penalty: 5460.657227
	Iteration 81Q: 3 clusters Score -1.075414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -10754134.000000 Penalty: 5460.657227
	Iteration 82Q: 3 clusters Score -1.075413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -10754134.000000 Penalty: 5460.657227
	Iteration 83Q: 3 clusters Score -1.075413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -10754134.000000 Penalty: 5460.657227
	Iteration 84F: 3 clusters Score -1.075413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 50482 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 57087 members 
Entering Unmasked Estep 
Score: -196199616.000000 Penalty: 114008.007812
Splitting cluster 13 changes total score from -196099072.000000 to -196199616.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (50482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Entering Unmasked Estep 
Score: -8896552.000000 Penalty: 2685.684326
	Iteration 0F: 2 clusters Score -8896552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -8864985.000000 Penalty: 5371.368652
	Iteration 0F: 3 clusters Score -8864985 nChanged 23427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8877823.000000 Penalty: 5371.368652
	Iteration 1F: 3 clusters Score -8877823 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -8878485.000000 Penalty: 5371.368652
	Iteration 2Q: 3 clusters Score -8878485 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -8879171.000000 Penalty: 5371.368652
	Iteration 3Q: 3 clusters Score -8879171 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -8880026.000000 Penalty: 5371.368652
	Iteration 4Q: 3 clusters Score -8880026 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -8881042.000000 Penalty: 5371.368652
	Iteration 5Q: 3 clusters Score -8881042 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -8882335.000000 Penalty: 5371.368652
	Iteration 6Q: 3 clusters Score -8882335 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -8883850.000000 Penalty: 5371.368652
	Iteration 7F: 3 clusters Score -8883850 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -8885455.000000 Penalty: 5371.368652
	Iteration 8F: 3 clusters Score -8885455 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -8887043.000000 Penalty: 5371.368652
	Iteration 9F: 3 clusters Score -8887043 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -8888394.000000 Penalty: 5371.368652
	Iteration 10Q: 3 clusters Score -8888394 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8889504.000000 Penalty: 5371.368652
	Iteration 11Q: 3 clusters Score -8889504 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -8890357.000000 Penalty: 5371.368652
	Iteration 12Q: 3 clusters Score -8890357 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8891081.000000 Penalty: 5371.368652
	Iteration 13Q: 3 clusters Score -8891081 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -8891746.000000 Penalty: 5371.368652
	Iteration 14Q: 3 clusters Score -8891746 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -8892262.000000 Penalty: 5371.368652
	Iteration 15Q: 3 clusters Score -8892262 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8892729.000000 Penalty: 5371.368652
	Iteration 16Q: 3 clusters Score -8892729 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8894679 nChanged 29
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Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8894702 nChanged 20
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Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8894701 nChanged 18
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Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8894696 nChanged 12
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Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8894704 nChanged 11
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Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 49099 members 
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	Iteration 38Q: 3 clusters Score -8894701 nChanged 16
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Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8894691 nChanged 16
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Mstep: Class 1 contains 1365 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1353 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1328 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1173 members 
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Mstep: Class 1 contains 1130 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1117 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1113 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1106 members 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8900127.000000 Penalty: 5371.368652
	Iteration 112Q: 3 clusters Score -8900127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8900133.000000 Penalty: 5371.368652
	Iteration 113Q: 3 clusters Score -8900133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -8900123.000000 Penalty: 5371.368652
	Iteration 114Q: 3 clusters Score -8900123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -8900120.000000 Penalty: 5371.368652
	Iteration 115Q: 3 clusters Score -8900120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8900123.000000 Penalty: 5371.368652
	Iteration 116Q: 3 clusters Score -8900123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8900122.000000 Penalty: 5371.368652
	Iteration 117Q: 3 clusters Score -8900122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8900131.000000 Penalty: 5371.368652
	Iteration 118Q: 3 clusters Score -8900131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8900126.000000 Penalty: 5371.368652
	Iteration 119Q: 3 clusters Score -8900126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8900120.000000 Penalty: 5371.368652
	Iteration 120F: 3 clusters Score -8900120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8900121.000000 Penalty: 5371.368652
	Iteration 121Q: 3 clusters Score -8900121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8900121.000000 Penalty: 5371.368652
	Iteration 122F: 3 clusters Score -8900121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 57087 members 
Mstep: Class 34 contains 44417 members 
Entering Unmasked Estep 
Score: -196200144.000000 Penalty: 117462.796875
Splitting cluster 14 changes total score from -196099072.000000 to -196200144.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -207358.953125 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -207359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -205435.046875 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -205435 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -210828.984375 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -210829 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -217757.421875 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -217757.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -219551.765625 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -219551.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -219767.078125 Penalty: 3743.299316
	Iteration 4Q: 3 clusters Score -219767.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -219836.546875 Penalty: 3743.299316
	Iteration 5Q: 3 clusters Score -219836.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -219857.562500 Penalty: 3743.299316
	Iteration 6Q: 3 clusters Score -219857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -219867.906250 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -219867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -219869.109375 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -219869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -219870.781250 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -219870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -219871.687500 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -219871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -219873.421875 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -219873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -219873.421875 Penalty: 3743.299316
	Iteration 12F: 3 clusters Score -219873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 84520 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 57087 members 
Mstep: Class 34 contains 44417 members 
Mstep: Class 35 contains 587 members 
Entering Unmasked Estep 
Score: -196211872.000000 Penalty: 120917.585938
Splitting cluster 15 changes total score from -196099072.000000 to -196211872.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (84520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Entering Unmasked Estep 
Score: -15035584.000000 Penalty: 2813.496338
	Iteration 0F: 2 clusters Score -1.503558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -15025933.000000 Penalty: 5626.992676
	Iteration 0F: 3 clusters Score -1.502593e+07 nChanged 39852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -15048499.000000 Penalty: 5626.992676
	Iteration 1F: 3 clusters Score -1.50485e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -15049648.000000 Penalty: 5626.992676
	Iteration 2Q: 3 clusters Score -1.504965e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -15051104.000000 Penalty: 5626.992676
	Iteration 3Q: 3 clusters Score -1.50511e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -15052955.000000 Penalty: 5626.992676
	Iteration 4F: 3 clusters Score -1.505296e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -15055393.000000 Penalty: 5626.992676
	Iteration 5F: 3 clusters Score -1.505539e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -15058326.000000 Penalty: 5626.992676
	Iteration 6F: 3 clusters Score -1.505833e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -15061504.000000 Penalty: 5626.992676
	Iteration 7F: 3 clusters Score -1.50615e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -15064819.000000 Penalty: 5626.992676
	Iteration 8F: 3 clusters Score -1.506482e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -15067480.000000 Penalty: 5626.992676
	Iteration 9F: 3 clusters Score -1.506748e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -15069236.000000 Penalty: 5626.992676
	Iteration 10Q: 3 clusters Score -1.506924e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -15070316.000000 Penalty: 5626.992676
	Iteration 11Q: 3 clusters Score -1.507032e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -15070942.000000 Penalty: 5626.992676
	Iteration 12Q: 3 clusters Score -1.507094e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -15071363.000000 Penalty: 5626.992676
	Iteration 13Q: 3 clusters Score -1.507136e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -15071799.000000 Penalty: 5626.992676
	Iteration 14Q: 3 clusters Score -1.50718e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -15072199.000000 Penalty: 5626.992676
	Iteration 15Q: 3 clusters Score -1.50722e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -15072531.000000 Penalty: 5626.992676
	Iteration 16Q: 3 clusters Score -1.507253e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -15073068.000000 Penalty: 5626.992676
	Iteration 17Q: 3 clusters Score -1.507307e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -15073378.000000 Penalty: 5626.992676
	Iteration 18Q: 3 clusters Score -1.507338e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -15073626.000000 Penalty: 5626.992676
	Iteration 19Q: 3 clusters Score -1.507363e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -15073779.000000 Penalty: 5626.992676
	Iteration 20F: 3 clusters Score -1.507378e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -15073869.000000 Penalty: 5626.992676
	Iteration 21Q: 3 clusters Score -1.507387e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -15073974.000000 Penalty: 5626.992676
	Iteration 22Q: 3 clusters Score -1.507397e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -15074094.000000 Penalty: 5626.992676
	Iteration 23Q: 3 clusters Score -1.507409e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -15074115.000000 Penalty: 5626.992676
	Iteration 24Q: 3 clusters Score -1.507412e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -15074125.000000 Penalty: 5626.992676
	Iteration 25Q: 3 clusters Score -1.507412e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -15074157.000000 Penalty: 5626.992676
	Iteration 26Q: 3 clusters Score -1.507416e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -15074122.000000 Penalty: 5626.992676
	Iteration 27Q: 3 clusters Score -1.507412e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -15074080.000000 Penalty: 5626.992676
	Iteration 28Q: 3 clusters Score -1.507408e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -15074074.000000 Penalty: 5626.992676
	Iteration 29Q: 3 clusters Score -1.507407e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -15074060.000000 Penalty: 5626.992676
	Iteration 30Q: 3 clusters Score -1.507406e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -15074043.000000 Penalty: 5626.992676
	Iteration 31Q: 3 clusters Score -1.507404e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -15074011.000000 Penalty: 5626.992676
	Iteration 32Q: 3 clusters Score -1.507401e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -15073968.000000 Penalty: 5626.992676
	Iteration 33Q: 3 clusters Score -1.507397e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -15073962.000000 Penalty: 5626.992676
	Iteration 34Q: 3 clusters Score -1.507396e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -15073964.000000 Penalty: 5626.992676
	Iteration 35Q: 3 clusters Score -1.507396e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -15073953.000000 Penalty: 5626.992676
	Iteration 36Q: 3 clusters Score -1.507395e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -15073884.000000 Penalty: 5626.992676
	Iteration 37Q: 3 clusters Score -1.507388e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -15073853.000000 Penalty: 5626.992676
	Iteration 38Q: 3 clusters Score -1.507385e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -15073829.000000 Penalty: 5626.992676
	Iteration 39Q: 3 clusters Score -1.507383e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -15073823.000000 Penalty: 5626.992676
	Iteration 40F: 3 clusters Score -1.507382e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -15073789.000000 Penalty: 5626.992676
	Iteration 41Q: 3 clusters Score -1.507379e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -15073810.000000 Penalty: 5626.992676
	Iteration 42Q: 3 clusters Score -1.507381e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -15073779.000000 Penalty: 5626.992676
	Iteration 43Q: 3 clusters Score -1.507378e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -15073756.000000 Penalty: 5626.992676
	Iteration 44Q: 3 clusters Score -1.507376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -15073750.000000 Penalty: 5626.992676
	Iteration 45Q: 3 clusters Score -1.507375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -15073739.000000 Penalty: 5626.992676
	Iteration 46Q: 3 clusters Score -1.507374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -15073742.000000 Penalty: 5626.992676
	Iteration 47Q: 3 clusters Score -1.507374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -15073760.000000 Penalty: 5626.992676
	Iteration 48Q: 3 clusters Score -1.507376e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -15073755.000000 Penalty: 5626.992676
	Iteration 49Q: 3 clusters Score -1.507376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -15073722.000000 Penalty: 5626.992676
	Iteration 50Q: 3 clusters Score -1.507372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -15073723.000000 Penalty: 5626.992676
	Iteration 51Q: 3 clusters Score -1.507372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -15073709.000000 Penalty: 5626.992676
	Iteration 52Q: 3 clusters Score -1.507371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -15073719.000000 Penalty: 5626.992676
	Iteration 53Q: 3 clusters Score -1.507372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -15073707.000000 Penalty: 5626.992676
	Iteration 54Q: 3 clusters Score -1.507371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -15073714.000000 Penalty: 5626.992676
	Iteration 55Q: 3 clusters Score -1.507371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -15073713.000000 Penalty: 5626.992676
	Iteration 56Q: 3 clusters Score -1.507371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -15073718.000000 Penalty: 5626.992676
	Iteration 57Q: 3 clusters Score -1.507372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -15073712.000000 Penalty: 5626.992676
	Iteration 58Q: 3 clusters Score -1.507371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -15073696.000000 Penalty: 5626.992676
	Iteration 59Q: 3 clusters Score -1.50737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -15073696.000000 Penalty: 5626.992676
	Iteration 60F: 3 clusters Score -1.50737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -15073697.000000 Penalty: 5626.992676
	Iteration 61Q: 3 clusters Score -1.50737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -15073699.000000 Penalty: 5626.992676
	Iteration 62Q: 3 clusters Score -1.50737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -15073700.000000 Penalty: 5626.992676
	Iteration 63Q: 3 clusters Score -1.50737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -15073698.000000 Penalty: 5626.992676
	Iteration 64Q: 3 clusters Score -1.50737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -15073709.000000 Penalty: 5626.992676
	Iteration 65Q: 3 clusters Score -1.507371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -15073715.000000 Penalty: 5626.992676
	Iteration 66Q: 3 clusters Score -1.507372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -15073703.000000 Penalty: 5626.992676
	Iteration 67Q: 3 clusters Score -1.50737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -15073693.000000 Penalty: 5626.992676
	Iteration 68Q: 3 clusters Score -1.507369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -15073686.000000 Penalty: 5626.992676
	Iteration 69Q: 3 clusters Score -1.507369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -15073687.000000 Penalty: 5626.992676
	Iteration 70Q: 3 clusters Score -1.507369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -15073684.000000 Penalty: 5626.992676
	Iteration 71Q: 3 clusters Score -1.507368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -15073688.000000 Penalty: 5626.992676
	Iteration 72Q: 3 clusters Score -1.507369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -15073689.000000 Penalty: 5626.992676
	Iteration 73Q: 3 clusters Score -1.507369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -15073690.000000 Penalty: 5626.992676
	Iteration 74Q: 3 clusters Score -1.507369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -15073690.000000 Penalty: 5626.992676
	Iteration 75F: 3 clusters Score -1.507369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 88080 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 57087 members 
Mstep: Class 34 contains 44417 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 37155 members 
Entering Unmasked Estep 
Score: -196242144.000000 Penalty: 124372.375000
Splitting cluster 17 changes total score from -196099072.000000 to -196242144.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (88080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Entering Unmasked Estep 
Score: -15422561.000000 Penalty: 2823.728271
	Iteration 0F: 2 clusters Score -1.542256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -15373487.000000 Penalty: 5647.456543
	Iteration 0F: 3 clusters Score -1.537349e+07 nChanged 41567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -15398846.000000 Penalty: 5647.456543
	Iteration 1F: 3 clusters Score -1.539885e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -15403537.000000 Penalty: 5647.456543
	Iteration 2F: 3 clusters Score -1.540354e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -15412260.000000 Penalty: 5647.456543
	Iteration 3F: 3 clusters Score -1.541226e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -15421362.000000 Penalty: 5647.456543
	Iteration 4F: 3 clusters Score -1.542136e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -15427344.000000 Penalty: 5647.456543
	Iteration 5F: 3 clusters Score -1.542734e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -15429953.000000 Penalty: 5647.456543
	Iteration 6F: 3 clusters Score -1.542995e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -15431129.000000 Penalty: 5647.456543
	Iteration 7Q: 3 clusters Score -1.543113e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -15431634.000000 Penalty: 5647.456543
	Iteration 8Q: 3 clusters Score -1.543163e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -15432084.000000 Penalty: 5647.456543
	Iteration 9Q: 3 clusters Score -1.543208e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -15432480.000000 Penalty: 5647.456543
	Iteration 10Q: 3 clusters Score -1.543248e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -15432889.000000 Penalty: 5647.456543
	Iteration 11Q: 3 clusters Score -1.543289e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -15433293.000000 Penalty: 5647.456543
	Iteration 12Q: 3 clusters Score -1.543329e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -15433604.000000 Penalty: 5647.456543
	Iteration 13Q: 3 clusters Score -1.54336e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -15433899.000000 Penalty: 5647.456543
	Iteration 14Q: 3 clusters Score -1.54339e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -15434225.000000 Penalty: 5647.456543
	Iteration 15Q: 3 clusters Score -1.543422e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -15434407.000000 Penalty: 5647.456543
	Iteration 16Q: 3 clusters Score -1.543441e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -15434566.000000 Penalty: 5647.456543
	Iteration 17Q: 3 clusters Score -1.543457e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -15434646.000000 Penalty: 5647.456543
	Iteration 18Q: 3 clusters Score -1.543465e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -15434798.000000 Penalty: 5647.456543
	Iteration 19Q: 3 clusters Score -1.54348e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -15434794.000000 Penalty: 5647.456543
	Iteration 20F: 3 clusters Score -1.543479e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -15434835.000000 Penalty: 5647.456543
	Iteration 21Q: 3 clusters Score -1.543484e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -15434906.000000 Penalty: 5647.456543
	Iteration 22Q: 3 clusters Score -1.543491e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -15434918.000000 Penalty: 5647.456543
	Iteration 23Q: 3 clusters Score -1.543492e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -15434995.000000 Penalty: 5647.456543
	Iteration 24Q: 3 clusters Score -1.5435e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -15435045.000000 Penalty: 5647.456543
	Iteration 25Q: 3 clusters Score -1.543504e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -15435028.000000 Penalty: 5647.456543
	Iteration 26Q: 3 clusters Score -1.543503e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -15435019.000000 Penalty: 5647.456543
	Iteration 27Q: 3 clusters Score -1.543502e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -15435039.000000 Penalty: 5647.456543
	Iteration 28Q: 3 clusters Score -1.543504e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -15435063.000000 Penalty: 5647.456543
	Iteration 29Q: 3 clusters Score -1.543506e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -15435089.000000 Penalty: 5647.456543
	Iteration 30Q: 3 clusters Score -1.543509e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -15435105.000000 Penalty: 5647.456543
	Iteration 31Q: 3 clusters Score -1.54351e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -15435127.000000 Penalty: 5647.456543
	Iteration 32Q: 3 clusters Score -1.543513e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -15435114.000000 Penalty: 5647.456543
	Iteration 33Q: 3 clusters Score -1.543511e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -15435146.000000 Penalty: 5647.456543
	Iteration 34Q: 3 clusters Score -1.543515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -15435139.000000 Penalty: 5647.456543
	Iteration 35Q: 3 clusters Score -1.543514e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -15435146.000000 Penalty: 5647.456543
	Iteration 36Q: 3 clusters Score -1.543515e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -15435142.000000 Penalty: 5647.456543
	Iteration 37Q: 3 clusters Score -1.543514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -15435141.000000 Penalty: 5647.456543
	Iteration 38Q: 3 clusters Score -1.543514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -15435134.000000 Penalty: 5647.456543
	Iteration 39Q: 3 clusters Score -1.543513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -15435142.000000 Penalty: 5647.456543
	Iteration 40F: 3 clusters Score -1.543514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -15435107.000000 Penalty: 5647.456543
	Iteration 41Q: 3 clusters Score -1.543511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -15435118.000000 Penalty: 5647.456543
	Iteration 42Q: 3 clusters Score -1.543512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -15435112.000000 Penalty: 5647.456543
	Iteration 43Q: 3 clusters Score -1.543511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -15435106.000000 Penalty: 5647.456543
	Iteration 44Q: 3 clusters Score -1.543511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -15435109.000000 Penalty: 5647.456543
	Iteration 45Q: 3 clusters Score -1.543511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -15435100.000000 Penalty: 5647.456543
	Iteration 46Q: 3 clusters Score -1.54351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -15435109.000000 Penalty: 5647.456543
	Iteration 47Q: 3 clusters Score -1.543511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -15435093.000000 Penalty: 5647.456543
	Iteration 48Q: 3 clusters Score -1.543509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -15435093.000000 Penalty: 5647.456543
	Iteration 49Q: 3 clusters Score -1.543509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -15435093.000000 Penalty: 5647.456543
	Iteration 50F: 3 clusters Score -1.543509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 9331 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 57087 members 
Mstep: Class 34 contains 44417 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 37155 members 
Mstep: Class 37 contains 78749 members 
Entering Unmasked Estep 
Score: -196251328.000000 Penalty: 127827.164062
Splitting cluster 18 changes total score from -196099072.000000 to -196251328.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (81782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Entering Unmasked Estep 
Score: -14697906.000000 Penalty: 2805.329590
	Iteration 0F: 2 clusters Score -1.469791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -14689725.000000 Penalty: 5610.659180
	Iteration 0F: 3 clusters Score -1.468972e+07 nChanged 38644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -14711241.000000 Penalty: 5610.659180
	Iteration 1F: 3 clusters Score -1.471124e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -14711769.000000 Penalty: 5610.659180
	Iteration 2Q: 3 clusters Score -1.471177e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -14712291.000000 Penalty: 5610.659180
	Iteration 3Q: 3 clusters Score -1.471229e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -14712899.000000 Penalty: 5610.659180
	Iteration 4Q: 3 clusters Score -1.47129e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -14713714.000000 Penalty: 5610.659180
	Iteration 5Q: 3 clusters Score -1.471371e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -14714929.000000 Penalty: 5610.659180
	Iteration 6Q: 3 clusters Score -1.471493e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -14716552.000000 Penalty: 5610.659180
	Iteration 7Q: 3 clusters Score -1.471655e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -14718522.000000 Penalty: 5610.659180
	Iteration 8F: 3 clusters Score -1.471852e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -14720562.000000 Penalty: 5610.659180
	Iteration 9F: 3 clusters Score -1.472056e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -14722022.000000 Penalty: 5610.659180
	Iteration 10F: 3 clusters Score -1.472202e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -14722393.000000 Penalty: 5610.659180
	Iteration 11F: 3 clusters Score -1.472239e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -14722352.000000 Penalty: 5610.659180
	Iteration 12F: 3 clusters Score -1.472235e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -14722305.000000 Penalty: 5610.659180
	Iteration 13Q: 3 clusters Score -1.47223e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -14722250.000000 Penalty: 5610.659180
	Iteration 14Q: 3 clusters Score -1.472225e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -14722485.000000 Penalty: 5610.659180
	Iteration 15Q: 3 clusters Score -1.472248e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -14723028.000000 Penalty: 5610.659180
	Iteration 16Q: 3 clusters Score -1.472303e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -14723931.000000 Penalty: 5610.659180
	Iteration 17Q: 3 clusters Score -1.472393e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -14724904.000000 Penalty: 5610.659180
	Iteration 18Q: 3 clusters Score -1.47249e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -14725851.000000 Penalty: 5610.659180
	Iteration 19Q: 3 clusters Score -1.472585e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -14726691.000000 Penalty: 5610.659180
	Iteration 20F: 3 clusters Score -1.472669e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -14727526.000000 Penalty: 5610.659180
	Iteration 21Q: 3 clusters Score -1.472753e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -14728285.000000 Penalty: 5610.659180
	Iteration 22Q: 3 clusters Score -1.472828e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -14728906.000000 Penalty: 5610.659180
	Iteration 23Q: 3 clusters Score -1.472891e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -14729437.000000 Penalty: 5610.659180
	Iteration 24Q: 3 clusters Score -1.472944e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -14729936.000000 Penalty: 5610.659180
	Iteration 25Q: 3 clusters Score -1.472994e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -14730362.000000 Penalty: 5610.659180
	Iteration 26Q: 3 clusters Score -1.473036e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -14730790.000000 Penalty: 5610.659180
	Iteration 27Q: 3 clusters Score -1.473079e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -14731033.000000 Penalty: 5610.659180
	Iteration 28Q: 3 clusters Score -1.473103e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -14731294.000000 Penalty: 5610.659180
	Iteration 29Q: 3 clusters Score -1.473129e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -14731588.000000 Penalty: 5610.659180
	Iteration 30Q: 3 clusters Score -1.473159e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -14731856.000000 Penalty: 5610.659180
	Iteration 31Q: 3 clusters Score -1.473186e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -14732113.000000 Penalty: 5610.659180
	Iteration 32Q: 3 clusters Score -1.473211e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -14732419.000000 Penalty: 5610.659180
	Iteration 33Q: 3 clusters Score -1.473242e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -14732777.000000 Penalty: 5610.659180
	Iteration 34Q: 3 clusters Score -1.473278e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -14733186.000000 Penalty: 5610.659180
	Iteration 35Q: 3 clusters Score -1.473319e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -14733661.000000 Penalty: 5610.659180
	Iteration 36Q: 3 clusters Score -1.473366e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -14734194.000000 Penalty: 5610.659180
	Iteration 37Q: 3 clusters Score -1.473419e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -14734571.000000 Penalty: 5610.659180
	Iteration 38Q: 3 clusters Score -1.473457e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -14734977.000000 Penalty: 5610.659180
	Iteration 39Q: 3 clusters Score -1.473498e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -14735519.000000 Penalty: 5610.659180
	Iteration 40F: 3 clusters Score -1.473552e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -14735831.000000 Penalty: 5610.659180
	Iteration 41Q: 3 clusters Score -1.473583e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -14736088.000000 Penalty: 5610.659180
	Iteration 42Q: 3 clusters Score -1.473609e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -14736305.000000 Penalty: 5610.659180
	Iteration 43Q: 3 clusters Score -1.47363e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -14736497.000000 Penalty: 5610.659180
	Iteration 44Q: 3 clusters Score -1.47365e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -14736626.000000 Penalty: 5610.659180
	Iteration 45Q: 3 clusters Score -1.473663e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -14736680.000000 Penalty: 5610.659180
	Iteration 46Q: 3 clusters Score -1.473668e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -14736757.000000 Penalty: 5610.659180
	Iteration 47Q: 3 clusters Score -1.473676e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -14736766.000000 Penalty: 5610.659180
	Iteration 48Q: 3 clusters Score -1.473677e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -14736816.000000 Penalty: 5610.659180
	Iteration 49Q: 3 clusters Score -1.473682e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -14736805.000000 Penalty: 5610.659180
	Iteration 50Q: 3 clusters Score -1.47368e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -14736843.000000 Penalty: 5610.659180
	Iteration 51Q: 3 clusters Score -1.473684e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -14736859.000000 Penalty: 5610.659180
	Iteration 52Q: 3 clusters Score -1.473686e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -14736876.000000 Penalty: 5610.659180
	Iteration 53Q: 3 clusters Score -1.473688e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -14736868.000000 Penalty: 5610.659180
	Iteration 54Q: 3 clusters Score -1.473687e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -14736867.000000 Penalty: 5610.659180
	Iteration 55Q: 3 clusters Score -1.473687e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -14736886.000000 Penalty: 5610.659180
	Iteration 56Q: 3 clusters Score -1.473689e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -14736890.000000 Penalty: 5610.659180
	Iteration 57Q: 3 clusters Score -1.473689e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -14736868.000000 Penalty: 5610.659180
	Iteration 58Q: 3 clusters Score -1.473687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -14736856.000000 Penalty: 5610.659180
	Iteration 59Q: 3 clusters Score -1.473686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -14736865.000000 Penalty: 5610.659180
	Iteration 60F: 3 clusters Score -1.473686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -14736857.000000 Penalty: 5610.659180
	Iteration 61Q: 3 clusters Score -1.473686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -14736858.000000 Penalty: 5610.659180
	Iteration 62Q: 3 clusters Score -1.473686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -14736862.000000 Penalty: 5610.659180
	Iteration 63Q: 3 clusters Score -1.473686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -14736848.000000 Penalty: 5610.659180
	Iteration 64Q: 3 clusters Score -1.473685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -14736850.000000 Penalty: 5610.659180
	Iteration 65Q: 3 clusters Score -1.473685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -14736856.000000 Penalty: 5610.659180
	Iteration 66Q: 3 clusters Score -1.473686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -14736855.000000 Penalty: 5610.659180
	Iteration 67Q: 3 clusters Score -1.473686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -14736873.000000 Penalty: 5610.659180
	Iteration 68Q: 3 clusters Score -1.473687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -14736880.000000 Penalty: 5610.659180
	Iteration 69Q: 3 clusters Score -1.473688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -14736869.000000 Penalty: 5610.659180
	Iteration 70Q: 3 clusters Score -1.473687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -14736864.000000 Penalty: 5610.659180
	Iteration 71Q: 3 clusters Score -1.473686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -14736860.000000 Penalty: 5610.659180
	Iteration 72Q: 3 clusters Score -1.473686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -14736870.000000 Penalty: 5610.659180
	Iteration 73Q: 3 clusters Score -1.473687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -14736872.000000 Penalty: 5610.659180
	Iteration 74Q: 3 clusters Score -1.473687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -14736864.000000 Penalty: 5610.659180
	Iteration 75Q: 3 clusters Score -1.473686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -14736880.000000 Penalty: 5610.659180
	Iteration 76Q: 3 clusters Score -1.473688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -14736868.000000 Penalty: 5610.659180
	Iteration 77Q: 3 clusters Score -1.473687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -14736869.000000 Penalty: 5610.659180
	Iteration 78Q: 3 clusters Score -1.473687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -14736867.000000 Penalty: 5610.659180
	Iteration 79Q: 3 clusters Score -1.473687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -14736868.000000 Penalty: 5610.659180
	Iteration 80F: 3 clusters Score -1.473687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -14736872.000000 Penalty: 5610.659180
	Iteration 81Q: 3 clusters Score -1.473687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -14736875.000000 Penalty: 5610.659180
	Iteration 82Q: 3 clusters Score -1.473688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -14736869.000000 Penalty: 5610.659180
	Iteration 83Q: 3 clusters Score -1.473687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -14736874.000000 Penalty: 5610.659180
	Iteration 84Q: 3 clusters Score -1.473687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -14736860.000000 Penalty: 5610.659180
	Iteration 85Q: 3 clusters Score -1.473686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -14736863.000000 Penalty: 5610.659180
	Iteration 86Q: 3 clusters Score -1.473686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -14736881.000000 Penalty: 5610.659180
	Iteration 87Q: 3 clusters Score -1.473688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -14736881.000000 Penalty: 5610.659180
	Iteration 88Q: 3 clusters Score -1.473688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -14736881.000000 Penalty: 5610.659180
	Iteration 89F: 3 clusters Score -1.473688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 9331 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 41184 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 57087 members 
Mstep: Class 34 contains 44417 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 37155 members 
Mstep: Class 37 contains 78749 members 
Mstep: Class 38 contains 40598 members 
Entering Unmasked Estep 
Score: -196282592.000000 Penalty: 131281.953125
Splitting cluster 20 changes total score from -196099072.000000 to -196282592.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (71136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Entering Unmasked Estep 
Score: -12961019.000000 Penalty: 2770.742432
	Iteration 0F: 2 clusters Score -1.296102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -12936559.000000 Penalty: 5541.484863
	Iteration 0F: 3 clusters Score -1.293656e+07 nChanged 33154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -12955489.000000 Penalty: 5541.484863
	Iteration 1F: 3 clusters Score -1.295549e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -12956101.000000 Penalty: 5541.484863
	Iteration 2Q: 3 clusters Score -1.29561e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -12956655.000000 Penalty: 5541.484863
	Iteration 3Q: 3 clusters Score -1.295666e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -12957346.000000 Penalty: 5541.484863
	Iteration 4Q: 3 clusters Score -1.295735e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -12958143.000000 Penalty: 5541.484863
	Iteration 5F: 3 clusters Score -1.295814e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -12959603.000000 Penalty: 5541.484863
	Iteration 6F: 3 clusters Score -1.29596e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -12962490.000000 Penalty: 5541.484863
	Iteration 7F: 3 clusters Score -1.296249e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -12965822.000000 Penalty: 5541.484863
	Iteration 8F: 3 clusters Score -1.296582e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -12967851.000000 Penalty: 5541.484863
	Iteration 9F: 3 clusters Score -1.296785e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -12968667.000000 Penalty: 5541.484863
	Iteration 10Q: 3 clusters Score -1.296867e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -12969142.000000 Penalty: 5541.484863
	Iteration 11Q: 3 clusters Score -1.296914e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -12969504.000000 Penalty: 5541.484863
	Iteration 12Q: 3 clusters Score -1.29695e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -12969833.000000 Penalty: 5541.484863
	Iteration 13Q: 3 clusters Score -1.296983e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -12970065.000000 Penalty: 5541.484863
	Iteration 14Q: 3 clusters Score -1.297006e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -12970266.000000 Penalty: 5541.484863
	Iteration 15Q: 3 clusters Score -1.297027e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -12970297.000000 Penalty: 5541.484863
	Iteration 16Q: 3 clusters Score -1.29703e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -12970187.000000 Penalty: 5541.484863
	Iteration 17Q: 3 clusters Score -1.297019e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -12969945.000000 Penalty: 5541.484863
	Iteration 18Q: 3 clusters Score -1.296994e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -12969587.000000 Penalty: 5541.484863
	Iteration 19Q: 3 clusters Score -1.296959e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -12969009.000000 Penalty: 5541.484863
	Iteration 20F: 3 clusters Score -1.296901e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -12967862.000000 Penalty: 5541.484863
	Iteration 21Q: 3 clusters Score -1.296786e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -12966658.000000 Penalty: 5541.484863
	Iteration 22Q: 3 clusters Score -1.296666e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -12965222.000000 Penalty: 5541.484863
	Iteration 23Q: 3 clusters Score -1.296522e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -12963805.000000 Penalty: 5541.484863
	Iteration 24Q: 3 clusters Score -1.29638e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -12962890.000000 Penalty: 5541.484863
	Iteration 25Q: 3 clusters Score -1.296289e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -12962374.000000 Penalty: 5541.484863
	Iteration 26Q: 3 clusters Score -1.296237e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -12962114.000000 Penalty: 5541.484863
	Iteration 27Q: 3 clusters Score -1.296211e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -12961879.000000 Penalty: 5541.484863
	Iteration 28Q: 3 clusters Score -1.296188e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -12961784.000000 Penalty: 5541.484863
	Iteration 29Q: 3 clusters Score -1.296178e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -12961643.000000 Penalty: 5541.484863
	Iteration 30Q: 3 clusters Score -1.296164e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -12961565.000000 Penalty: 5541.484863
	Iteration 31Q: 3 clusters Score -1.296156e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -12961558.000000 Penalty: 5541.484863
	Iteration 32Q: 3 clusters Score -1.296156e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -12961625.000000 Penalty: 5541.484863
	Iteration 33Q: 3 clusters Score -1.296162e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -12961713.000000 Penalty: 5541.484863
	Iteration 34Q: 3 clusters Score -1.296171e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -12961876.000000 Penalty: 5541.484863
	Iteration 35Q: 3 clusters Score -1.296188e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -12961961.000000 Penalty: 5541.484863
	Iteration 36Q: 3 clusters Score -1.296196e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -12962116.000000 Penalty: 5541.484863
	Iteration 37Q: 3 clusters Score -1.296212e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -12962329.000000 Penalty: 5541.484863
	Iteration 38Q: 3 clusters Score -1.296233e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -12962549.000000 Penalty: 5541.484863
	Iteration 39Q: 3 clusters Score -1.296255e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -12962852.000000 Penalty: 5541.484863
	Iteration 40F: 3 clusters Score -1.296285e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -12963104.000000 Penalty: 5541.484863
	Iteration 41Q: 3 clusters Score -1.29631e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -12963488.000000 Penalty: 5541.484863
	Iteration 42Q: 3 clusters Score -1.296349e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -12963873.000000 Penalty: 5541.484863
	Iteration 43Q: 3 clusters Score -1.296387e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -12964326.000000 Penalty: 5541.484863
	Iteration 44Q: 3 clusters Score -1.296433e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -12964886.000000 Penalty: 5541.484863
	Iteration 45Q: 3 clusters Score -1.296489e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -12965350.000000 Penalty: 5541.484863
	Iteration 46Q: 3 clusters Score -1.296535e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -12965824.000000 Penalty: 5541.484863
	Iteration 47Q: 3 clusters Score -1.296582e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -12966301.000000 Penalty: 5541.484863
	Iteration 48Q: 3 clusters Score -1.29663e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -12966831.000000 Penalty: 5541.484863
	Iteration 49Q: 3 clusters Score -1.296683e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -12967237.000000 Penalty: 5541.484863
	Iteration 50Q: 3 clusters Score -1.296724e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -12967752.000000 Penalty: 5541.484863
	Iteration 51Q: 3 clusters Score -1.296775e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -12968227.000000 Penalty: 5541.484863
	Iteration 52Q: 3 clusters Score -1.296823e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -12968665.000000 Penalty: 5541.484863
	Iteration 53Q: 3 clusters Score -1.296866e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -12969066.000000 Penalty: 5541.484863
	Iteration 54Q: 3 clusters Score -1.296907e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -12969472.000000 Penalty: 5541.484863
	Iteration 55Q: 3 clusters Score -1.296947e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -12969819.000000 Penalty: 5541.484863
	Iteration 56Q: 3 clusters Score -1.296982e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -12970091.000000 Penalty: 5541.484863
	Iteration 57Q: 3 clusters Score -1.297009e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -12970263.000000 Penalty: 5541.484863
	Iteration 58Q: 3 clusters Score -1.297026e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -12970401.000000 Penalty: 5541.484863
	Iteration 59Q: 3 clusters Score -1.29704e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -12970772.000000 Penalty: 5541.484863
	Iteration 60F: 3 clusters Score -1.297077e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -12971211.000000 Penalty: 5541.484863
	Iteration 61Q: 3 clusters Score -1.297121e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -12971433.000000 Penalty: 5541.484863
	Iteration 62Q: 3 clusters Score -1.297143e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -12971666.000000 Penalty: 5541.484863
	Iteration 63Q: 3 clusters Score -1.297167e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -12971840.000000 Penalty: 5541.484863
	Iteration 64Q: 3 clusters Score -1.297184e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -12972046.000000 Penalty: 5541.484863
	Iteration 65Q: 3 clusters Score -1.297205e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -12972150.000000 Penalty: 5541.484863
	Iteration 66Q: 3 clusters Score -1.297215e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -12972340.000000 Penalty: 5541.484863
	Iteration 67Q: 3 clusters Score -1.297234e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -12972463.000000 Penalty: 5541.484863
	Iteration 68Q: 3 clusters Score -1.297246e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -12972501.000000 Penalty: 5541.484863
	Iteration 69Q: 3 clusters Score -1.29725e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -12972592.000000 Penalty: 5541.484863
	Iteration 70Q: 3 clusters Score -1.297259e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -12972641.000000 Penalty: 5541.484863
	Iteration 71Q: 3 clusters Score -1.297264e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -12972747.000000 Penalty: 5541.484863
	Iteration 72Q: 3 clusters Score -1.297275e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -12972829.000000 Penalty: 5541.484863
	Iteration 73Q: 3 clusters Score -1.297283e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -12972862.000000 Penalty: 5541.484863
	Iteration 74Q: 3 clusters Score -1.297286e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -12972873.000000 Penalty: 5541.484863
	Iteration 75Q: 3 clusters Score -1.297287e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -12972899.000000 Penalty: 5541.484863
	Iteration 76Q: 3 clusters Score -1.29729e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -12972950.000000 Penalty: 5541.484863
	Iteration 77Q: 3 clusters Score -1.297295e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -12972963.000000 Penalty: 5541.484863
	Iteration 78Q: 3 clusters Score -1.297296e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -12972943.000000 Penalty: 5541.484863
	Iteration 79Q: 3 clusters Score -1.297294e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -12972949.000000 Penalty: 5541.484863
	Iteration 80F: 3 clusters Score -1.297295e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -12973018.000000 Penalty: 5541.484863
	Iteration 81Q: 3 clusters Score -1.297302e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -12973040.000000 Penalty: 5541.484863
	Iteration 82Q: 3 clusters Score -1.297304e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -12972970.000000 Penalty: 5541.484863
	Iteration 83Q: 3 clusters Score -1.297297e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -12972943.000000 Penalty: 5541.484863
	Iteration 84Q: 3 clusters Score -1.297294e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -12972945.000000 Penalty: 5541.484863
	Iteration 85Q: 3 clusters Score -1.297294e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -12972949.000000 Penalty: 5541.484863
	Iteration 86Q: 3 clusters Score -1.297295e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -12972880.000000 Penalty: 5541.484863
	Iteration 87Q: 3 clusters Score -1.297288e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -12972821.000000 Penalty: 5541.484863
	Iteration 88Q: 3 clusters Score -1.297282e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -12972769.000000 Penalty: 5541.484863
	Iteration 89Q: 3 clusters Score -1.297277e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -12972731.000000 Penalty: 5541.484863
	Iteration 90Q: 3 clusters Score -1.297273e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -12972668.000000 Penalty: 5541.484863
	Iteration 91Q: 3 clusters Score -1.297267e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -12972643.000000 Penalty: 5541.484863
	Iteration 92Q: 3 clusters Score -1.297264e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -12972616.000000 Penalty: 5541.484863
	Iteration 93Q: 3 clusters Score -1.297262e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -12972556.000000 Penalty: 5541.484863
	Iteration 94Q: 3 clusters Score -1.297256e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -12972549.000000 Penalty: 5541.484863
	Iteration 95Q: 3 clusters Score -1.297255e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -12972499.000000 Penalty: 5541.484863
	Iteration 96Q: 3 clusters Score -1.29725e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -12972443.000000 Penalty: 5541.484863
	Iteration 97Q: 3 clusters Score -1.297244e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -12972442.000000 Penalty: 5541.484863
	Iteration 98Q: 3 clusters Score -1.297244e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -12972402.000000 Penalty: 5541.484863
	Iteration 99Q: 3 clusters Score -1.29724e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -12972385.000000 Penalty: 5541.484863
	Iteration 100F: 3 clusters Score -1.297238e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -12972326.000000 Penalty: 5541.484863
	Iteration 101Q: 3 clusters Score -1.297233e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -12972343.000000 Penalty: 5541.484863
	Iteration 102Q: 3 clusters Score -1.297234e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -12972336.000000 Penalty: 5541.484863
	Iteration 103Q: 3 clusters Score -1.297234e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -12972295.000000 Penalty: 5541.484863
	Iteration 104Q: 3 clusters Score -1.29723e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -12972275.000000 Penalty: 5541.484863
	Iteration 105Q: 3 clusters Score -1.297228e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -12972249.000000 Penalty: 5541.484863
	Iteration 106Q: 3 clusters Score -1.297225e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -12972233.000000 Penalty: 5541.484863
	Iteration 107Q: 3 clusters Score -1.297223e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -12972273.000000 Penalty: 5541.484863
	Iteration 108Q: 3 clusters Score -1.297227e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -12972283.000000 Penalty: 5541.484863
	Iteration 109Q: 3 clusters Score -1.297228e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -12972347.000000 Penalty: 5541.484863
	Iteration 110Q: 3 clusters Score -1.297235e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -12972413.000000 Penalty: 5541.484863
	Iteration 111Q: 3 clusters Score -1.297241e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -12972455.000000 Penalty: 5541.484863
	Iteration 112Q: 3 clusters Score -1.297246e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -12972468.000000 Penalty: 5541.484863
	Iteration 113Q: 3 clusters Score -1.297247e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -12972486.000000 Penalty: 5541.484863
	Iteration 114Q: 3 clusters Score -1.297249e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -12972516.000000 Penalty: 5541.484863
	Iteration 115Q: 3 clusters Score -1.297252e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -12972534.000000 Penalty: 5541.484863
	Iteration 116Q: 3 clusters Score -1.297253e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -12972571.000000 Penalty: 5541.484863
	Iteration 117Q: 3 clusters Score -1.297257e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -12972596.000000 Penalty: 5541.484863
	Iteration 118Q: 3 clusters Score -1.29726e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -12972615.000000 Penalty: 5541.484863
	Iteration 119Q: 3 clusters Score -1.297262e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -12972644.000000 Penalty: 5541.484863
	Iteration 120F: 3 clusters Score -1.297264e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -12972682.000000 Penalty: 5541.484863
	Iteration 121Q: 3 clusters Score -1.297268e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -12972705.000000 Penalty: 5541.484863
	Iteration 122Q: 3 clusters Score -1.29727e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -12972760.000000 Penalty: 5541.484863
	Iteration 123Q: 3 clusters Score -1.297276e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -12972772.000000 Penalty: 5541.484863
	Iteration 124Q: 3 clusters Score -1.297277e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -12972803.000000 Penalty: 5541.484863
	Iteration 125Q: 3 clusters Score -1.29728e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -12972799.000000 Penalty: 5541.484863
	Iteration 126Q: 3 clusters Score -1.29728e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -12972806.000000 Penalty: 5541.484863
	Iteration 127Q: 3 clusters Score -1.297281e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -12972879.000000 Penalty: 5541.484863
	Iteration 128Q: 3 clusters Score -1.297288e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -12972871.000000 Penalty: 5541.484863
	Iteration 129Q: 3 clusters Score -1.297287e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -12972890.000000 Penalty: 5541.484863
	Iteration 130Q: 3 clusters Score -1.297289e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -12972918.000000 Penalty: 5541.484863
	Iteration 131Q: 3 clusters Score -1.297292e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -12972922.000000 Penalty: 5541.484863
	Iteration 132Q: 3 clusters Score -1.297292e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -12972919.000000 Penalty: 5541.484863
	Iteration 133Q: 3 clusters Score -1.297292e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -12972984.000000 Penalty: 5541.484863
	Iteration 134Q: 3 clusters Score -1.297298e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -12972994.000000 Penalty: 5541.484863
	Iteration 135Q: 3 clusters Score -1.297299e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -12973058.000000 Penalty: 5541.484863
	Iteration 136Q: 3 clusters Score -1.297306e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -12973102.000000 Penalty: 5541.484863
	Iteration 137Q: 3 clusters Score -1.29731e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -12973090.000000 Penalty: 5541.484863
	Iteration 138Q: 3 clusters Score -1.297309e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -12973150.000000 Penalty: 5541.484863
	Iteration 139Q: 3 clusters Score -1.297315e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -12973177.000000 Penalty: 5541.484863
	Iteration 140F: 3 clusters Score -1.297318e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -12973258.000000 Penalty: 5541.484863
	Iteration 141Q: 3 clusters Score -1.297326e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -12973266.000000 Penalty: 5541.484863
	Iteration 142Q: 3 clusters Score -1.297327e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -12973232.000000 Penalty: 5541.484863
	Iteration 143Q: 3 clusters Score -1.297323e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -12973252.000000 Penalty: 5541.484863
	Iteration 144Q: 3 clusters Score -1.297325e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -12973240.000000 Penalty: 5541.484863
	Iteration 145Q: 3 clusters Score -1.297324e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -12973253.000000 Penalty: 5541.484863
	Iteration 146Q: 3 clusters Score -1.297325e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -12973287.000000 Penalty: 5541.484863
	Iteration 147Q: 3 clusters Score -1.297329e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -12973313.000000 Penalty: 5541.484863
	Iteration 148Q: 3 clusters Score -1.297331e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -12973322.000000 Penalty: 5541.484863
	Iteration 149Q: 3 clusters Score -1.297332e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -12973326.000000 Penalty: 5541.484863
	Iteration 150Q: 3 clusters Score -1.297333e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -12973360.000000 Penalty: 5541.484863
	Iteration 151Q: 3 clusters Score -1.297336e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -12973343.000000 Penalty: 5541.484863
	Iteration 152Q: 3 clusters Score -1.297334e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -12973371.000000 Penalty: 5541.484863
	Iteration 153Q: 3 clusters Score -1.297337e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -12973346.000000 Penalty: 5541.484863
	Iteration 154Q: 3 clusters Score -1.297335e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -12973366.000000 Penalty: 5541.484863
	Iteration 155Q: 3 clusters Score -1.297337e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -12973359.000000 Penalty: 5541.484863
	Iteration 156Q: 3 clusters Score -1.297336e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -12973377.000000 Penalty: 5541.484863
	Iteration 157Q: 3 clusters Score -1.297338e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -12973405.000000 Penalty: 5541.484863
	Iteration 158Q: 3 clusters Score -1.29734e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -12973398.000000 Penalty: 5541.484863
	Iteration 159Q: 3 clusters Score -1.29734e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -12973378.000000 Penalty: 5541.484863
	Iteration 160F: 3 clusters Score -1.297338e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -12973370.000000 Penalty: 5541.484863
	Iteration 161Q: 3 clusters Score -1.297337e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -12973383.000000 Penalty: 5541.484863
	Iteration 162Q: 3 clusters Score -1.297338e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -12973388.000000 Penalty: 5541.484863
	Iteration 163Q: 3 clusters Score -1.297339e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -12973433.000000 Penalty: 5541.484863
	Iteration 164Q: 3 clusters Score -1.297343e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -12973442.000000 Penalty: 5541.484863
	Iteration 165Q: 3 clusters Score -1.297344e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -12973420.000000 Penalty: 5541.484863
	Iteration 166Q: 3 clusters Score -1.297342e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -12973415.000000 Penalty: 5541.484863
	Iteration 167Q: 3 clusters Score -1.297342e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -12973432.000000 Penalty: 5541.484863
	Iteration 168Q: 3 clusters Score -1.297343e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -12973454.000000 Penalty: 5541.484863
	Iteration 169Q: 3 clusters Score -1.297345e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -12973467.000000 Penalty: 5541.484863
	Iteration 170Q: 3 clusters Score -1.297347e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -12973465.000000 Penalty: 5541.484863
	Iteration 171Q: 3 clusters Score -1.297346e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 5541.484863
	Iteration 172Q: 3 clusters Score -1.297348e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 5541.484863
	Iteration 173Q: 3 clusters Score -1.297348e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -12973491.000000 Penalty: 5541.484863
	Iteration 174Q: 3 clusters Score -1.297349e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -12973494.000000 Penalty: 5541.484863
	Iteration 175Q: 3 clusters Score -1.297349e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -12973481.000000 Penalty: 5541.484863
	Iteration 176Q: 3 clusters Score -1.297348e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -12973511.000000 Penalty: 5541.484863
	Iteration 177Q: 3 clusters Score -1.297351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -12973505.000000 Penalty: 5541.484863
	Iteration 178Q: 3 clusters Score -1.29735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -12973492.000000 Penalty: 5541.484863
	Iteration 179Q: 3 clusters Score -1.297349e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -12973521.000000 Penalty: 5541.484863
	Iteration 180F: 3 clusters Score -1.297352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -12973495.000000 Penalty: 5541.484863
	Iteration 181Q: 3 clusters Score -1.29735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -12973497.000000 Penalty: 5541.484863
	Iteration 182Q: 3 clusters Score -1.29735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -12973485.000000 Penalty: 5541.484863
	Iteration 183Q: 3 clusters Score -1.297348e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -12973489.000000 Penalty: 5541.484863
	Iteration 184Q: 3 clusters Score -1.297349e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -12973480.000000 Penalty: 5541.484863
	Iteration 185Q: 3 clusters Score -1.297348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -12973494.000000 Penalty: 5541.484863
	Iteration 186Q: 3 clusters Score -1.297349e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 5541.484863
	Iteration 187Q: 3 clusters Score -1.297348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -12973485.000000 Penalty: 5541.484863
	Iteration 188Q: 3 clusters Score -1.297348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -12973473.000000 Penalty: 5541.484863
	Iteration 189Q: 3 clusters Score -1.297347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -12973464.000000 Penalty: 5541.484863
	Iteration 190Q: 3 clusters Score -1.297346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -12973461.000000 Penalty: 5541.484863
	Iteration 191Q: 3 clusters Score -1.297346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -12973476.000000 Penalty: 5541.484863
	Iteration 192Q: 3 clusters Score -1.297348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 5541.484863
	Iteration 193Q: 3 clusters Score -1.297348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -12973491.000000 Penalty: 5541.484863
	Iteration 194Q: 3 clusters Score -1.297349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -12973488.000000 Penalty: 5541.484863
	Iteration 195Q: 3 clusters Score -1.297349e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -12973480.000000 Penalty: 5541.484863
	Iteration 196Q: 3 clusters Score -1.297348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -12973484.000000 Penalty: 5541.484863
	Iteration 197Q: 3 clusters Score -1.297348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -12973486.000000 Penalty: 5541.484863
	Iteration 198Q: 3 clusters Score -1.297349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 5541.484863
	Iteration 199Q: 3 clusters Score -1.297348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 5541.484863
	Iteration 200F: 3 clusters Score -1.297348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -12973481.000000 Penalty: 5541.484863
	Iteration 201Q: 3 clusters Score -1.297348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 5541.484863
	Iteration 202Q: 3 clusters Score -1.297348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -12973479.000000 Penalty: 5541.484863
	Iteration 203Q: 3 clusters Score -1.297348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -12973481.000000 Penalty: 5541.484863
	Iteration 204Q: 3 clusters Score -1.297348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -12973487.000000 Penalty: 5541.484863
	Iteration 205Q: 3 clusters Score -1.297349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -12973486.000000 Penalty: 5541.484863
	Iteration 206Q: 3 clusters Score -1.297349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -12973494.000000 Penalty: 5541.484863
	Iteration 207Q: 3 clusters Score -1.297349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -12973495.000000 Penalty: 5541.484863
	Iteration 208Q: 3 clusters Score -1.29735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12973494.000000 Penalty: 5541.484863
	Iteration 209Q: 3 clusters Score -1.297349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -12973488.000000 Penalty: 5541.484863
	Iteration 210Q: 3 clusters Score -1.297349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -12973485.000000 Penalty: 5541.484863
	Iteration 211Q: 3 clusters Score -1.297348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -12973490.000000 Penalty: 5541.484863
	Iteration 212Q: 3 clusters Score -1.297349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -12973493.000000 Penalty: 5541.484863
	Iteration 213Q: 3 clusters Score -1.297349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -12973489.000000 Penalty: 5541.484863
	Iteration 214Q: 3 clusters Score -1.297349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12973491.000000 Penalty: 5541.484863
	Iteration 215Q: 3 clusters Score -1.297349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -12973490.000000 Penalty: 5541.484863
	Iteration 216Q: 3 clusters Score -1.297349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -12973497.000000 Penalty: 5541.484863
	Iteration 217Q: 3 clusters Score -1.29735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -12973500.000000 Penalty: 5541.484863
	Iteration 218Q: 3 clusters Score -1.29735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -12973492.000000 Penalty: 5541.484863
	Iteration 219Q: 3 clusters Score -1.297349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -12973488.000000 Penalty: 5541.484863
	Iteration 220F: 3 clusters Score -1.297349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -12973486.000000 Penalty: 5541.484863
	Iteration 221Q: 3 clusters Score -1.297349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -12973492.000000 Penalty: 5541.484863
	Iteration 222Q: 3 clusters Score -1.297349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -12973490.000000 Penalty: 5541.484863
	Iteration 223Q: 3 clusters Score -1.297349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -12973485.000000 Penalty: 5541.484863
	Iteration 224Q: 3 clusters Score -1.297348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -12973484.000000 Penalty: 5541.484863
	Iteration 225Q: 3 clusters Score -1.297348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12973487.000000 Penalty: 5541.484863
	Iteration 226Q: 3 clusters Score -1.297349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -12973492.000000 Penalty: 5541.484863
	Iteration 227Q: 3 clusters Score -1.297349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -12973492.000000 Penalty: 5541.484863
	Iteration 228Q: 3 clusters Score -1.297349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -12973485.000000 Penalty: 5541.484863
	Iteration 229Q: 3 clusters Score -1.297348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12973477.000000 Penalty: 5541.484863
	Iteration 230Q: 3 clusters Score -1.297348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -12973476.000000 Penalty: 5541.484863
	Iteration 231Q: 3 clusters Score -1.297348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -12973473.000000 Penalty: 5541.484863
	Iteration 232Q: 3 clusters Score -1.297347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12973471.000000 Penalty: 5541.484863
	Iteration 233Q: 3 clusters Score -1.297347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -12973471.000000 Penalty: 5541.484863
	Iteration 234Q: 3 clusters Score -1.297347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -12973473.000000 Penalty: 5541.484863
	Iteration 235Q: 3 clusters Score -1.297347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -12973471.000000 Penalty: 5541.484863
	Iteration 236Q: 3 clusters Score -1.297347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -12973475.000000 Penalty: 5541.484863
	Iteration 237Q: 3 clusters Score -1.297348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -12973477.000000 Penalty: 5541.484863
	Iteration 238Q: 3 clusters Score -1.297348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12973479.000000 Penalty: 5541.484863
	Iteration 239Q: 3 clusters Score -1.297348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12973479.000000 Penalty: 5541.484863
	Iteration 240F: 3 clusters Score -1.297348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 9331 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 41184 members 
Mstep: Class 21 contains 34762 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 50887 members 
Mstep: Class 28 contains 39951 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 9594 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 57087 members 
Mstep: Class 34 contains 44417 members 
Mstep: Class 35 contains 587 members 
Mstep: Class 36 contains 37155 members 
Mstep: Class 37 contains 78749 members 
Mstep: Class 38 contains 40598 members 
Mstep: Class 39 contains 36374 members 
Entering Unmasked Estep 
Score: -196297136.000000 Penalty: 134736.734375
Splitting cluster 21 changes total score from -196099072.000000 to -196297136.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (22149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Entering Unmasked Estep 
Score: -3765923.000000 Penalty: 2481.375732
	Iteration 0F: 2 clusters Score -3765923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3750507.750000 Penalty: 4962.751465
	Iteration 0F: 3 clusters Score -3750508 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3756214.500000 Penalty: 4962.751465
	Iteration 1F: 3 clusters Score -3756214 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3757313.500000 Penalty: 4962.751465
	Iteration 2F: 3 clusters Score -3757314 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3758583.250000 Penalty: 4962.751465
	Iteration 3F: 3 clusters Score -3758583 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3759941.250000 Penalty: 4962.751465
	Iteration 4F: 3 clusters Score -3759941 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3761173.250000 Penalty: 4962.751465
	Iteration 5F: 3 clusters Score -3761173 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3762090.250000 Penalty: 4962.751465
	Iteration 6F: 3 clusters Score -3762090 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3762692.250000 Penalty: 4962.751465
	Iteration 7Q: 3 clusters Score -3762692 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3763101.250000 Penalty: 4962.751465
	Iteration 8Q: 3 clusters Score -3763101 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3763373.000000 Penalty: 4962.751465
	Iteration 9Q: 3 clusters Score -3763373 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3763592.750000 Penalty: 4962.751465
	Iteration 10Q: 3 clusters Score -3763593 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3763784.500000 Penalty: 4962.751465
	Iteration 11Q: 3 clusters Score -3763784 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3763935.750000 Penalty: 4962.751465
	Iteration 12Q: 3 clusters Score -3763936 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3764098.250000 Penalty: 4962.751465
	Iteration 13Q: 3 clusters Score -3764098 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3764239.500000 Penalty: 4962.751465
	Iteration 14Q: 3 clusters Score -3764240 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3764374.750000 Penalty: 4962.751465
	Iteration 15Q: 3 clusters Score -3764375 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3764492.500000 Penalty: 4962.751465
	Iteration 16Q: 3 clusters Score -3764492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3764579.500000 Penalty: 4962.751465
	Iteration 17Q: 3 clusters Score -3764580 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3764664.500000 Penalty: 4962.751465
	Iteration 18Q: 3 clusters Score -3764664 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3764752.250000 Penalty: 4962.751465
	Iteration 19Q: 3 clusters Score -3764752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3764798.250000 Penalty: 4962.751465
	Iteration 20F: 3 clusters Score -3764798 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3764848.250000 Penalty: 4962.751465
	Iteration 21Q: 3 clusters Score -3764848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3764905.000000 Penalty: 4962.751465
	Iteration 22Q: 3 clusters Score -3764905 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3764943.250000 Penalty: 4962.751465
	Iteration 23Q: 3 clusters Score -3764943 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3764982.000000 Penalty: 4962.751465
	Iteration 24Q: 3 clusters Score -3764982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3765007.250000 Penalty: 4962.751465
	Iteration 25Q: 3 clusters Score -3765007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3765047.000000 Penalty: 4962.751465
	Iteration 26Q: 3 clusters Score -3765047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3765051.750000 Penalty: 4962.751465
	Iteration 27Q: 3 clusters Score -3765052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3765074.500000 Penalty: 4962.751465
	Iteration 28Q: 3 clusters Score -3765074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3765088.250000 Penalty: 4962.751465
	Iteration 29Q: 3 clusters Score -3765088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3765107.500000 Penalty: 4962.751465
	Iteration 30Q: 3 clusters Score -3765108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3765128.750000 Penalty: 4962.751465
	Iteration 31Q: 3 clusters Score -3765129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3765146.000000 Penalty: 4962.751465
	Iteration 32Q: 3 clusters Score -3765146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3765149.500000 Penalty: 4962.751465
	Iteration 33Q: 3 clusters Score -3765150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3765156.500000 Penalty: 4962.751465
	Iteration 34Q: 3 clusters Score -3765156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3765169.750000 Penalty: 4962.751465
	Iteration 35Q: 3 clusters Score -3765170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3765179.500000 Penalty: 4962.751465
	Iteration 36Q: 3 clusters Score -3765180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3765184.750000 Penalty: 4962.751465
	Iteration 37Q: 3 clusters Score -3765185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3765193.500000 Penalty: 4962.751465
	Iteration 38Q: 3 clusters Score -3765194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3765194.250000 Penalty: 4962.751465
	Iteration 39Q: 3 clusters Score -3765194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3765193.250000 Penalty: 4962.751465
	Iteration 40F: 3 clusters Score -3765193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3765200.750000 Penalty: 4962.751465
	Iteration 41Q: 3 clusters Score -3765201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3765206.500000 Penalty: 4962.751465
	Iteration 42Q: 3 clusters Score -3765206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3765216.500000 Penalty: 4962.751465
	Iteration 43Q: 3 clusters Score -3765216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3765216.500000 Penalty: 4962.751465
	Iteration 44Q: 3 clusters Score -3765216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3765219.000000 Penalty: 4962.751465
	Iteration 45Q: 3 clusters Score -3765219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3765229.250000 Penalty: 4962.751465
	Iteration 46Q: 3 clusters Score -3765229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3765235.000000 Penalty: 4962.751465
	Iteration 47Q: 3 clusters Score -3765235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3765240.250000 Penalty: 4962.751465
	Iteration 48Q: 3 clusters Score -3765240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3765239.750000 Penalty: 4962.751465
	Iteration 49Q: 3 clusters Score -3765240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3765238.000000 Penalty: 4962.751465
	Iteration 50Q: 3 clusters Score -3765238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3765234.500000 Penalty: 4962.751465
	Iteration 51Q: 3 clusters Score -3765234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3765234.000000 Penalty: 4962.751465
	Iteration 52Q: 3 clusters Score -3765234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3765238.250000 Penalty: 4962.751465
	Iteration 53Q: 3 clusters Score -3765238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3765242.250000 Penalty: 4962.751465
	Iteration 54Q: 3 clusters Score -3765242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3765245.250000 Penalty: 4962.751465
	Iteration 55Q: 3 clusters Score -3765245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3765245.750000 Penalty: 4962.751465
	Iteration 56Q: 3 clusters Score -3765246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3765247.250000 Penalty: 4962.751465
	Iteration 57Q: 3 clusters Score -3765247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3765247.250000 Penalty: 4962.751465
	Iteration 58F: 3 clusters Score -3765247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Entering Unmasked Estep 
Score: -10693032.000000 Penalty: 2729.280273
	Iteration 0F: 2 clusters Score -1.069303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -10660229.000000 Penalty: 5458.560547
	Iteration 0F: 3 clusters Score -1.066023e+07 nChanged 27956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -10675878.000000 Penalty: 5458.560547
	Iteration 1F: 3 clusters Score -1.067588e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -10676396.000000 Penalty: 5458.560547
	Iteration 2Q: 3 clusters Score -1.06764e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -10676866.000000 Penalty: 5458.560547
	Iteration 3Q: 3 clusters Score -1.067687e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -10677233.000000 Penalty: 5458.560547
	Iteration 4Q: 3 clusters Score -1.067723e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -10677729.000000 Penalty: 5458.560547
	Iteration 5Q: 3 clusters Score -1.067773e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -10678328.000000 Penalty: 5458.560547
	Iteration 6Q: 3 clusters Score -1.067833e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -10679199.000000 Penalty: 5458.560547
	Iteration 7Q: 3 clusters Score -1.06792e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -10680314.000000 Penalty: 5458.560547
	Iteration 8Q: 3 clusters Score -1.068031e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -10681735.000000 Penalty: 5458.560547
	Iteration 9Q: 3 clusters Score -1.068174e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -10683458.000000 Penalty: 5458.560547
	Iteration 10F: 3 clusters Score -1.068346e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -10685392.000000 Penalty: 5458.560547
	Iteration 11F: 3 clusters Score -1.068539e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -10687594.000000 Penalty: 5458.560547
	Iteration 12F: 3 clusters Score -1.068759e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -10689679.000000 Penalty: 5458.560547
	Iteration 13F: 3 clusters Score -1.068968e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -10691192.000000 Penalty: 5458.560547
	Iteration 14Q: 3 clusters Score -1.069119e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -10692089.000000 Penalty: 5458.560547
	Iteration 15Q: 3 clusters Score -1.069209e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -10692736.000000 Penalty: 5458.560547
	Iteration 16Q: 3 clusters Score -1.069274e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -10693285.000000 Penalty: 5458.560547
	Iteration 17Q: 3 clusters Score -1.069328e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -10693694.000000 Penalty: 5458.560547
	Iteration 18Q: 3 clusters Score -1.069369e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -10694095.000000 Penalty: 5458.560547
	Iteration 19Q: 3 clusters Score -1.06941e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -10694397.000000 Penalty: 5458.560547
	Iteration 20F: 3 clusters Score -1.06944e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -10694590.000000 Penalty: 5458.560547
	Iteration 21Q: 3 clusters Score -1.069459e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -10694743.000000 Penalty: 5458.560547
	Iteration 22Q: 3 clusters Score -1.069474e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -10694766.000000 Penalty: 5458.560547
	Iteration 23Q: 3 clusters Score -1.069477e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -10694726.000000 Penalty: 5458.560547
	Iteration 24Q: 3 clusters Score -1.069473e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -10694569.000000 Penalty: 5458.560547
	Iteration 25Q: 3 clusters Score -1.069457e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -10694386.000000 Penalty: 5458.560547
	Iteration 26Q: 3 clusters Score -1.069439e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -10694225.000000 Penalty: 5458.560547
	Iteration 27Q: 3 clusters Score -1.069422e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -10694087.000000 Penalty: 5458.560547
	Iteration 28Q: 3 clusters Score -1.069409e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -10693918.000000 Penalty: 5458.560547
	Iteration 29Q: 3 clusters Score -1.069392e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -10693779.000000 Penalty: 5458.560547
	Iteration 30Q: 3 clusters Score -1.069378e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -10693674.000000 Penalty: 5458.560547
	Iteration 31Q: 3 clusters Score -1.069367e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -10693544.000000 Penalty: 5458.560547
	Iteration 32Q: 3 clusters Score -1.069354e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -10693436.000000 Penalty: 5458.560547
	Iteration 33Q: 3 clusters Score -1.069344e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10693372.000000 Penalty: 5458.560547
	Iteration 34Q: 3 clusters Score -1.069337e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -10693308.000000 Penalty: 5458.560547
	Iteration 35Q: 3 clusters Score -1.069331e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -10693253.000000 Penalty: 5458.560547
	Iteration 36Q: 3 clusters Score -1.069325e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -10693198.000000 Penalty: 5458.560547
	Iteration 37Q: 3 clusters Score -1.06932e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -10693147.000000 Penalty: 5458.560547
	Iteration 38Q: 3 clusters Score -1.069315e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -10693104.000000 Penalty: 5458.560547
	Iteration 39Q: 3 clusters Score -1.06931e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10693141.000000 Penalty: 5458.560547
	Iteration 40F: 3 clusters Score -1.069314e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -10693035.000000 Penalty: 5458.560547
	Iteration 41Q: 3 clusters Score -1.069304e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -10692953.000000 Penalty: 5458.560547
	Iteration 42Q: 3 clusters Score -1.069295e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -10692829.000000 Penalty: 5458.560547
	Iteration 43Q: 3 clusters Score -1.069283e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -10692756.000000 Penalty: 5458.560547
	Iteration 44Q: 3 clusters Score -1.069276e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -10692676.000000 Penalty: 5458.560547
	Iteration 45Q: 3 clusters Score -1.069268e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10692617.000000 Penalty: 5458.560547
	Iteration 46Q: 3 clusters Score -1.069262e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -10692580.000000 Penalty: 5458.560547
	Iteration 47Q: 3 clusters Score -1.069258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -10692545.000000 Penalty: 5458.560547
	Iteration 48Q: 3 clusters Score -1.069254e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10692519.000000 Penalty: 5458.560547
	Iteration 49Q: 3 clusters Score -1.069252e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10692487.000000 Penalty: 5458.560547
	Iteration 50Q: 3 clusters Score -1.069249e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10692475.000000 Penalty: 5458.560547
	Iteration 51Q: 3 clusters Score -1.069248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10692454.000000 Penalty: 5458.560547
	Iteration 52Q: 3 clusters Score -1.069245e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10692433.000000 Penalty: 5458.560547
	Iteration 53Q: 3 clusters Score -1.069243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10692393.000000 Penalty: 5458.560547
	Iteration 54Q: 3 clusters Score -1.069239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10692380.000000 Penalty: 5458.560547
	Iteration 55Q: 3 clusters Score -1.069238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10692374.000000 Penalty: 5458.560547
	Iteration 56Q: 3 clusters Score -1.069237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10692380.000000 Penalty: 5458.560547
	Iteration 57Q: 3 clusters Score -1.069238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10692357.000000 Penalty: 5458.560547
	Iteration 58Q: 3 clusters Score -1.069236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10692358.000000 Penalty: 5458.560547
	Iteration 59Q: 3 clusters Score -1.069236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10692348.000000 Penalty: 5458.560547
	Iteration 60F: 3 clusters Score -1.069235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10692334.000000 Penalty: 5458.560547
	Iteration 61Q: 3 clusters Score -1.069233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10692326.000000 Penalty: 5458.560547
	Iteration 62Q: 3 clusters Score -1.069233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10692322.000000 Penalty: 5458.560547
	Iteration 63Q: 3 clusters Score -1.069232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10692309.000000 Penalty: 5458.560547
	Iteration 64Q: 3 clusters Score -1.069231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -10692304.000000 Penalty: 5458.560547
	Iteration 65Q: 3 clusters Score -1.06923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10692300.000000 Penalty: 5458.560547
	Iteration 66Q: 3 clusters Score -1.06923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10692291.000000 Penalty: 5458.560547
	Iteration 67Q: 3 clusters Score -1.069229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10692285.000000 Penalty: 5458.560547
	Iteration 68Q: 3 clusters Score -1.069228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -10692288.000000 Penalty: 5458.560547
	Iteration 69Q: 3 clusters Score -1.069229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10692289.000000 Penalty: 5458.560547
	Iteration 70Q: 3 clusters Score -1.069229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -10692290.000000 Penalty: 5458.560547
	Iteration 71Q: 3 clusters Score -1.069229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -10692290.000000 Penalty: 5458.560547
	Iteration 72F: 3 clusters Score -1.069229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 24964 members 
Mstep: Class 8 contains 33639 members 
Mstep: Class 9 contains 44582 members 
Mstep: Class 10 contains 34402 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 9331 members 
Mstep: Class 20 contains 41184 members 
Mstep: Class 21 contains 34762 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 60184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196336832.000000 Penalty: 134736.734375
Iteration 39Q: 40 clusters Score -1.963368e+08 nChanged 70493
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 9268 members 
Mstep: Class 3 contains 31867 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 28796 members 
Mstep: Class 7 contains 26507 members 
Mstep: Class 8 contains 35559 members 
Mstep: Class 9 contains 45740 members 
Mstep: Class 10 contains 35961 members 
Mstep: Class 11 contains 38522 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 1297 members 
Mstep: Class 16 contains 29763 members 
Mstep: Class 17 contains 50673 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 35401 members 
Mstep: Class 20 contains 45970 members 
Mstep: Class 21 contains 37355 members 
Mstep: Class 22 contains 21198 members 
Mstep: Class 23 contains 58498 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 36666 members 
Mstep: Class 27 contains 49338 members 
Mstep: Class 28 contains 41227 members 
Mstep: Class 29 contains 36336 members 
Mstep: Class 30 contains 9692 members 
Mstep: Class 31 contains 32154 members 
Mstep: Class 32 contains 4957 members 
Mstep: Class 33 contains 52614 members 
Mstep: Class 34 contains 39714 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 36981 members 
Mstep: Class 37 contains 75603 members 
Mstep: Class 38 contains 37293 members 
Mstep: Class 39 contains 35316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196370528.000000 Penalty: 134736.734375
Iteration 40F: 40 clusters Score -1.963705e+08 nChanged 62053
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 31921 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 28397 members 
Mstep: Class 7 contains 26392 members 
Mstep: Class 8 contains 35992 members 
Mstep: Class 9 contains 45248 members 
Mstep: Class 10 contains 34890 members 
Mstep: Class 11 contains 36513 members 
Mstep: Class 12 contains 26255 members 
Mstep: Class 13 contains 4076 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 32333 members 
Mstep: Class 17 contains 51382 members 
Mstep: Class 18 contains 10134 members 
Mstep: Class 19 contains 35650 members 
Mstep: Class 20 contains 48568 members 
Mstep: Class 21 contains 36799 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 23 contains 51631 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 37317 members 
Mstep: Class 27 contains 51315 members 
Mstep: Class 28 contains 43432 members 
Mstep: Class 29 contains 37798 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 33894 members 
Mstep: Class 32 contains 5039 members 
Mstep: Class 33 contains 51004 members 
Mstep: Class 34 contains 37565 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 37782 members 
Mstep: Class 37 contains 76810 members 
Mstep: Class 38 contains 37234 members 
Mstep: Class 39 contains 36799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196383152.000000 Penalty: 134736.734375
Iteration 41F: 40 clusters Score -1.963832e+08 nChanged 38627
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 8244 members 
Mstep: Class 3 contains 31759 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 28424 members 
Mstep: Class 7 contains 26309 members 
Mstep: Class 8 contains 36674 members 
Mstep: Class 9 contains 44865 members 
Mstep: Class 10 contains 34097 members 
Mstep: Class 11 contains 35682 members 
Mstep: Class 12 contains 25291 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 34382 members 
Mstep: Class 17 contains 51452 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 36009 members 
Mstep: Class 20 contains 49868 members 
Mstep: Class 21 contains 37051 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 47111 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 37189 members 
Mstep: Class 27 contains 52320 members 
Mstep: Class 28 contains 44914 members 
Mstep: Class 29 contains 38784 members 
Mstep: Class 30 contains 10221 members 
Mstep: Class 31 contains 35232 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 49317 members 
Mstep: Class 34 contains 35714 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 38323 members 
Mstep: Class 37 contains 76878 members 
Mstep: Class 38 contains 37619 members 
Mstep: Class 39 contains 37914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196389552.000000 Penalty: 134736.734375
Iteration 42Q: 40 clusters Score -1.963896e+08 nChanged 30628
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 31555 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 28558 members 
Mstep: Class 7 contains 26165 members 
Mstep: Class 8 contains 37400 members 
Mstep: Class 9 contains 44570 members 
Mstep: Class 10 contains 33444 members 
Mstep: Class 11 contains 35112 members 
Mstep: Class 12 contains 24470 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 6381 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 36387 members 
Mstep: Class 17 contains 51236 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 36364 members 
Mstep: Class 20 contains 50293 members 
Mstep: Class 21 contains 37464 members 
Mstep: Class 22 contains 17034 members 
Mstep: Class 23 contains 44241 members 
Mstep: Class 24 contains 2203 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 36897 members 
Mstep: Class 27 contains 52787 members 
Mstep: Class 28 contains 46020 members 
Mstep: Class 29 contains 39490 members 
Mstep: Class 30 contains 10402 members 
Mstep: Class 31 contains 36406 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 47957 members 
Mstep: Class 34 contains 34119 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 38767 members 
Mstep: Class 37 contains 76448 members 
Mstep: Class 38 contains 38260 members 
Mstep: Class 39 contains 38819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196393888.000000 Penalty: 134736.734375
Iteration 43Q: 40 clusters Score -1.963939e+08 nChanged 25328
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 31342 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 28774 members 
Mstep: Class 7 contains 25948 members 
Mstep: Class 8 contains 38115 members 
Mstep: Class 9 contains 44308 members 
Mstep: Class 10 contains 32859 members 
Mstep: Class 11 contains 34634 members 
Mstep: Class 12 contains 23765 members 
Mstep: Class 13 contains 4525 members 
Mstep: Class 14 contains 6504 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 38392 members 
Mstep: Class 17 contains 50849 members 
Mstep: Class 18 contains 10985 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 50266 members 
Mstep: Class 21 contains 37946 members 
Mstep: Class 22 contains 16454 members 
Mstep: Class 23 contains 42416 members 
Mstep: Class 24 contains 2179 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 36625 members 
Mstep: Class 27 contains 52942 members 
Mstep: Class 28 contains 46683 members 
Mstep: Class 29 contains 40007 members 
Mstep: Class 30 contains 10527 members 
Mstep: Class 31 contains 37598 members 
Mstep: Class 32 contains 5232 members 
Mstep: Class 33 contains 46805 members 
Mstep: Class 34 contains 32766 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 39100 members 
Mstep: Class 37 contains 75839 members 
Mstep: Class 38 contains 38962 members 
Mstep: Class 39 contains 39526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196396224.000000 Penalty: 134736.734375
Iteration 44Q: 40 clusters Score -1.963962e+08 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 8017 members 
Mstep: Class 3 contains 31062 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 28994 members 
Mstep: Class 7 contains 25692 members 
Mstep: Class 8 contains 38909 members 
Mstep: Class 9 contains 44116 members 
Mstep: Class 10 contains 32331 members 
Mstep: Class 11 contains 34341 members 
Mstep: Class 12 contains 23203 members 
Mstep: Class 13 contains 4599 members 
Mstep: Class 14 contains 6619 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 40518 members 
Mstep: Class 17 contains 50341 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 19 contains 37092 members 
Mstep: Class 20 contains 49857 members 
Mstep: Class 21 contains 38407 members 
Mstep: Class 22 contains 16018 members 
Mstep: Class 23 contains 41054 members 
Mstep: Class 24 contains 2168 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 36355 members 
Mstep: Class 27 contains 52861 members 
Mstep: Class 28 contains 46940 members 
Mstep: Class 29 contains 40423 members 
Mstep: Class 30 contains 10633 members 
Mstep: Class 31 contains 38852 members 
Mstep: Class 32 contains 5291 members 
Mstep: Class 33 contains 45826 members 
Mstep: Class 34 contains 31658 members 
Mstep: Class 35 contains 622 members 
Mstep: Class 36 contains 39380 members 
Mstep: Class 37 contains 75183 members 
Mstep: Class 38 contains 39705 members 
Mstep: Class 39 contains 40012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196399056.000000 Penalty: 134736.734375
Iteration 45Q: 40 clusters Score -1.963991e+08 nChanged 20277
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 30755 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 29291 members 
Mstep: Class 7 contains 25438 members 
Mstep: Class 8 contains 39647 members 
Mstep: Class 9 contains 43966 members 
Mstep: Class 10 contains 31832 members 
Mstep: Class 11 contains 34029 members 
Mstep: Class 12 contains 22698 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 42652 members 
Mstep: Class 17 contains 49833 members 
Mstep: Class 18 contains 11414 members 
Mstep: Class 19 contains 37455 members 
Mstep: Class 20 contains 49408 members 
Mstep: Class 21 contains 38919 members 
Mstep: Class 22 contains 15751 members 
Mstep: Class 23 contains 39955 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 36051 members 
Mstep: Class 27 contains 52633 members 
Mstep: Class 28 contains 46920 members 
Mstep: Class 29 contains 40773 members 
Mstep: Class 30 contains 10737 members 
Mstep: Class 31 contains 40074 members 
Mstep: Class 32 contains 5354 members 
Mstep: Class 33 contains 45008 members 
Mstep: Class 34 contains 30680 members 
Mstep: Class 35 contains 617 members 
Mstep: Class 36 contains 39605 members 
Mstep: Class 37 contains 74546 members 
Mstep: Class 38 contains 40374 members 
Mstep: Class 39 contains 40379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196401504.000000 Penalty: 134736.734375
Iteration 46Q: 40 clusters Score -1.964015e+08 nChanged 19205
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 8057 members 
Mstep: Class 3 contains 30456 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 29607 members 
Mstep: Class 7 contains 25171 members 
Mstep: Class 8 contains 40352 members 
Mstep: Class 9 contains 43825 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 33843 members 
Mstep: Class 12 contains 22285 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 44914 members 
Mstep: Class 17 contains 49385 members 
Mstep: Class 18 contains 11594 members 
Mstep: Class 19 contains 37811 members 
Mstep: Class 20 contains 48845 members 
Mstep: Class 21 contains 39469 members 
Mstep: Class 22 contains 15534 members 
Mstep: Class 23 contains 39032 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 35608 members 
Mstep: Class 27 contains 52258 members 
Mstep: Class 28 contains 46571 members 
Mstep: Class 29 contains 41023 members 
Mstep: Class 30 contains 10855 members 
Mstep: Class 31 contains 41411 members 
Mstep: Class 32 contains 5422 members 
Mstep: Class 33 contains 44311 members 
Mstep: Class 34 contains 29824 members 
Mstep: Class 35 contains 612 members 
Mstep: Class 36 contains 39785 members 
Mstep: Class 37 contains 74012 members 
Mstep: Class 38 contains 41043 members 
Mstep: Class 39 contains 40716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196403840.000000 Penalty: 134736.734375
Iteration 47Q: 40 clusters Score -1.964038e+08 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 8030 members 
Mstep: Class 3 contains 30157 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 29921 members 
Mstep: Class 7 contains 24956 members 
Mstep: Class 8 contains 41133 members 
Mstep: Class 9 contains 43656 members 
Mstep: Class 10 contains 30949 members 
Mstep: Class 11 contains 33724 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 46840 members 
Mstep: Class 17 contains 49029 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 48212 members 
Mstep: Class 21 contains 40103 members 
Mstep: Class 22 contains 15351 members 
Mstep: Class 23 contains 38249 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 35194 members 
Mstep: Class 27 contains 51897 members 
Mstep: Class 28 contains 46019 members 
Mstep: Class 29 contains 41234 members 
Mstep: Class 30 contains 10947 members 
Mstep: Class 31 contains 42649 members 
Mstep: Class 32 contains 5491 members 
Mstep: Class 33 contains 43737 members 
Mstep: Class 34 contains 29095 members 
Mstep: Class 35 contains 610 members 
Mstep: Class 36 contains 39925 members 
Mstep: Class 37 contains 73589 members 
Mstep: Class 38 contains 41661 members 
Mstep: Class 39 contains 41181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405232.000000 Penalty: 134736.734375
Iteration 48Q: 40 clusters Score -1.964052e+08 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 8032 members 
Mstep: Class 3 contains 29875 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 30204 members 
Mstep: Class 7 contains 24819 members 
Mstep: Class 8 contains 41967 members 
Mstep: Class 9 contains 43529 members 
Mstep: Class 10 contains 30586 members 
Mstep: Class 11 contains 33710 members 
Mstep: Class 12 contains 21707 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 6971 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 48269 members 
Mstep: Class 17 contains 48691 members 
Mstep: Class 18 contains 11916 members 
Mstep: Class 19 contains 38463 members 
Mstep: Class 20 contains 47740 members 
Mstep: Class 21 contains 40707 members 
Mstep: Class 22 contains 15201 members 
Mstep: Class 23 contains 37680 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 34819 members 
Mstep: Class 27 contains 51514 members 
Mstep: Class 28 contains 45350 members 
Mstep: Class 29 contains 41404 members 
Mstep: Class 30 contains 11031 members 
Mstep: Class 31 contains 43742 members 
Mstep: Class 32 contains 5556 members 
Mstep: Class 33 contains 43189 members 
Mstep: Class 34 contains 28542 members 
Mstep: Class 35 contains 606 members 
Mstep: Class 36 contains 40082 members 
Mstep: Class 37 contains 73264 members 
Mstep: Class 38 contains 42169 members 
Mstep: Class 39 contains 41705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405104.000000 Penalty: 134736.734375
Iteration 49Q: 40 clusters Score -1.964051e+08 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 29560 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 30518 members 
Mstep: Class 7 contains 24717 members 
Mstep: Class 8 contains 42712 members 
Mstep: Class 9 contains 43417 members 
Mstep: Class 10 contains 30323 members 
Mstep: Class 11 contains 33897 members 
Mstep: Class 12 contains 21538 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 7055 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 49166 members 
Mstep: Class 17 contains 48389 members 
Mstep: Class 18 contains 12070 members 
Mstep: Class 19 contains 38792 members 
Mstep: Class 20 contains 47424 members 
Mstep: Class 21 contains 41299 members 
Mstep: Class 22 contains 15103 members 
Mstep: Class 23 contains 37220 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 34401 members 
Mstep: Class 27 contains 51131 members 
Mstep: Class 28 contains 44445 members 
Mstep: Class 29 contains 41552 members 
Mstep: Class 30 contains 11100 members 
Mstep: Class 31 contains 44806 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 28058 members 
Mstep: Class 35 contains 604 members 
Mstep: Class 36 contains 40253 members 
Mstep: Class 37 contains 72885 members 
Mstep: Class 38 contains 42563 members 
Mstep: Class 39 contains 42293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405376.000000 Penalty: 134736.734375
Iteration 50Q: 40 clusters Score -1.964054e+08 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 8010 members 
Mstep: Class 3 contains 29239 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 30824 members 
Mstep: Class 7 contains 24634 members 
Mstep: Class 8 contains 43398 members 
Mstep: Class 9 contains 43326 members 
Mstep: Class 10 contains 30099 members 
Mstep: Class 11 contains 34261 members 
Mstep: Class 12 contains 21392 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 49488 members 
Mstep: Class 17 contains 48140 members 
Mstep: Class 18 contains 12213 members 
Mstep: Class 19 contains 39129 members 
Mstep: Class 20 contains 47293 members 
Mstep: Class 21 contains 41818 members 
Mstep: Class 22 contains 15028 members 
Mstep: Class 23 contains 36835 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 34010 members 
Mstep: Class 27 contains 50718 members 
Mstep: Class 28 contains 43448 members 
Mstep: Class 29 contains 41762 members 
Mstep: Class 30 contains 11171 members 
Mstep: Class 31 contains 45787 members 
Mstep: Class 32 contains 5671 members 
Mstep: Class 33 contains 42435 members 
Mstep: Class 34 contains 27653 members 
Mstep: Class 35 contains 603 members 
Mstep: Class 36 contains 40431 members 
Mstep: Class 37 contains 72492 members 
Mstep: Class 38 contains 42845 members 
Mstep: Class 39 contains 42834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405104.000000 Penalty: 134736.734375
Iteration 51Q: 40 clusters Score -1.964051e+08 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 28912 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 31161 members 
Mstep: Class 7 contains 24571 members 
Mstep: Class 8 contains 44016 members 
Mstep: Class 9 contains 43215 members 
Mstep: Class 10 contains 29917 members 
Mstep: Class 11 contains 34630 members 
Mstep: Class 12 contains 21259 members 
Mstep: Class 13 contains 4903 members 
Mstep: Class 14 contains 7207 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 49346 members 
Mstep: Class 17 contains 47957 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 39419 members 
Mstep: Class 20 contains 47308 members 
Mstep: Class 21 contains 42249 members 
Mstep: Class 22 contains 14959 members 
Mstep: Class 23 contains 36564 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 33682 members 
Mstep: Class 27 contains 50389 members 
Mstep: Class 28 contains 42626 members 
Mstep: Class 29 contains 41910 members 
Mstep: Class 30 contains 11242 members 
Mstep: Class 31 contains 46525 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 42180 members 
Mstep: Class 34 contains 27301 members 
Mstep: Class 35 contains 602 members 
Mstep: Class 36 contains 40599 members 
Mstep: Class 37 contains 72163 members 
Mstep: Class 38 contains 43028 members 
Mstep: Class 39 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196405872.000000 Penalty: 134736.734375
Iteration 52Q: 40 clusters Score -1.964059e+08 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 7974 members 
Mstep: Class 3 contains 28568 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 31472 members 
Mstep: Class 7 contains 24536 members 
Mstep: Class 8 contains 44624 members 
Mstep: Class 9 contains 43119 members 
Mstep: Class 10 contains 29758 members 
Mstep: Class 11 contains 35011 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 49128 members 
Mstep: Class 17 contains 47773 members 
Mstep: Class 18 contains 12484 members 
Mstep: Class 19 contains 39722 members 
Mstep: Class 20 contains 47339 members 
Mstep: Class 21 contains 42551 members 
Mstep: Class 22 contains 14908 members 
Mstep: Class 23 contains 36306 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 33340 members 
Mstep: Class 27 contains 50066 members 
Mstep: Class 28 contains 41842 members 
Mstep: Class 29 contains 42037 members 
Mstep: Class 30 contains 11310 members 
Mstep: Class 31 contains 47112 members 
Mstep: Class 32 contains 5785 members 
Mstep: Class 33 contains 42088 members 
Mstep: Class 34 contains 27028 members 
Mstep: Class 35 contains 601 members 
Mstep: Class 36 contains 40776 members 
Mstep: Class 37 contains 71854 members 
Mstep: Class 38 contains 43145 members 
Mstep: Class 39 contains 43716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406880.000000 Penalty: 134736.734375
Iteration 53Q: 40 clusters Score -1.964069e+08 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 28236 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 6 contains 31741 members 
Mstep: Class 7 contains 24500 members 
Mstep: Class 8 contains 45137 members 
Mstep: Class 9 contains 43046 members 
Mstep: Class 10 contains 29622 members 
Mstep: Class 11 contains 35433 members 
Mstep: Class 12 contains 21000 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7338 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48926 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 12580 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 47400 members 
Mstep: Class 21 contains 42729 members 
Mstep: Class 22 contains 14864 members 
Mstep: Class 23 contains 36128 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 33052 members 
Mstep: Class 27 contains 49829 members 
Mstep: Class 28 contains 41129 members 
Mstep: Class 29 contains 42157 members 
Mstep: Class 30 contains 11379 members 
Mstep: Class 31 contains 47545 members 
Mstep: Class 32 contains 5841 members 
Mstep: Class 33 contains 42102 members 
Mstep: Class 34 contains 26767 members 
Mstep: Class 35 contains 601 members 
Mstep: Class 36 contains 40934 members 
Mstep: Class 37 contains 71596 members 
Mstep: Class 38 contains 43214 members 
Mstep: Class 39 contains 43916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406160.000000 Penalty: 134736.734375
Iteration 54Q: 40 clusters Score -1.964062e+08 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 7951 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 31979 members 
Mstep: Class 7 contains 24500 members 
Mstep: Class 8 contains 45476 members 
Mstep: Class 9 contains 42982 members 
Mstep: Class 10 contains 29455 members 
Mstep: Class 11 contains 35955 members 
Mstep: Class 12 contains 20884 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 7392 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 48705 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 12658 members 
Mstep: Class 19 contains 40279 members 
Mstep: Class 20 contains 47404 members 
Mstep: Class 21 contains 42877 members 
Mstep: Class 22 contains 14849 members 
Mstep: Class 23 contains 35959 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 32871 members 
Mstep: Class 27 contains 49634 members 
Mstep: Class 28 contains 40494 members 
Mstep: Class 29 contains 42246 members 
Mstep: Class 30 contains 11439 members 
Mstep: Class 31 contains 47743 members 
Mstep: Class 32 contains 5907 members 
Mstep: Class 33 contains 42124 members 
Mstep: Class 34 contains 26560 members 
Mstep: Class 35 contains 599 members 
Mstep: Class 36 contains 41088 members 
Mstep: Class 37 contains 71351 members 
Mstep: Class 38 contains 43260 members 
Mstep: Class 39 contains 44141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196406912.000000 Penalty: 134736.734375
Iteration 55Q: 40 clusters Score -1.964069e+08 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 7946 members 
Mstep: Class 3 contains 27629 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 32192 members 
Mstep: Class 7 contains 24488 members 
Mstep: Class 8 contains 45720 members 
Mstep: Class 9 contains 42943 members 
Mstep: Class 10 contains 29308 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 20754 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 48486 members 
Mstep: Class 17 contains 47458 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 40542 members 
Mstep: Class 20 contains 47457 members 
Mstep: Class 21 contains 43000 members 
Mstep: Class 22 contains 14832 members 
Mstep: Class 23 contains 35841 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 32728 members 
Mstep: Class 27 contains 49483 members 
Mstep: Class 28 contains 39950 members 
Mstep: Class 29 contains 42312 members 
Mstep: Class 30 contains 11499 members 
Mstep: Class 31 contains 47712 members 
Mstep: Class 32 contains 5976 members 
Mstep: Class 33 contains 42168 members 
Mstep: Class 34 contains 26371 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 41236 members 
Mstep: Class 37 contains 71123 members 
Mstep: Class 38 contains 43265 members 
Mstep: Class 39 contains 44379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407136.000000 Penalty: 134736.734375
Iteration 56Q: 40 clusters Score -1.964071e+08 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 7952 members 
Mstep: Class 3 contains 27317 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 32413 members 
Mstep: Class 7 contains 24473 members 
Mstep: Class 8 contains 45832 members 
Mstep: Class 9 contains 42921 members 
Mstep: Class 10 contains 29165 members 
Mstep: Class 11 contains 36950 members 
Mstep: Class 12 contains 20648 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48279 members 
Mstep: Class 17 contains 47423 members 
Mstep: Class 18 contains 12783 members 
Mstep: Class 19 contains 40795 members 
Mstep: Class 20 contains 47498 members 
Mstep: Class 21 contains 43148 members 
Mstep: Class 22 contains 14806 members 
Mstep: Class 23 contains 35700 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 32656 members 
Mstep: Class 27 contains 49317 members 
Mstep: Class 28 contains 39517 members 
Mstep: Class 29 contains 42348 members 
Mstep: Class 30 contains 11548 members 
Mstep: Class 31 contains 47532 members 
Mstep: Class 32 contains 6041 members 
Mstep: Class 33 contains 42236 members 
Mstep: Class 34 contains 26220 members 
Mstep: Class 35 contains 592 members 
Mstep: Class 36 contains 41362 members 
Mstep: Class 37 contains 71000 members 
Mstep: Class 38 contains 43236 members 
Mstep: Class 39 contains 44612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407216.000000 Penalty: 134736.734375
Iteration 57Q: 40 clusters Score -1.964072e+08 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 27014 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 32690 members 
Mstep: Class 7 contains 24461 members 
Mstep: Class 8 contains 45779 members 
Mstep: Class 9 contains 42890 members 
Mstep: Class 10 contains 29034 members 
Mstep: Class 11 contains 37384 members 
Mstep: Class 12 contains 20562 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 7502 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 48151 members 
Mstep: Class 17 contains 47429 members 
Mstep: Class 18 contains 12844 members 
Mstep: Class 19 contains 41048 members 
Mstep: Class 20 contains 47479 members 
Mstep: Class 21 contains 43299 members 
Mstep: Class 22 contains 14785 members 
Mstep: Class 23 contains 35601 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 32637 members 
Mstep: Class 27 contains 49203 members 
Mstep: Class 28 contains 39185 members 
Mstep: Class 29 contains 42388 members 
Mstep: Class 30 contains 11593 members 
Mstep: Class 31 contains 47206 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 42336 members 
Mstep: Class 34 contains 26073 members 
Mstep: Class 35 contains 591 members 
Mstep: Class 36 contains 41470 members 
Mstep: Class 37 contains 70875 members 
Mstep: Class 38 contains 43172 members 
Mstep: Class 39 contains 44803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407536.000000 Penalty: 134736.734375
Iteration 58Q: 40 clusters Score -1.964075e+08 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 26700 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 33007 members 
Mstep: Class 7 contains 24472 members 
Mstep: Class 8 contains 45642 members 
Mstep: Class 9 contains 42843 members 
Mstep: Class 10 contains 28915 members 
Mstep: Class 11 contains 37722 members 
Mstep: Class 12 contains 20487 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 48022 members 
Mstep: Class 17 contains 47443 members 
Mstep: Class 18 contains 12898 members 
Mstep: Class 19 contains 41264 members 
Mstep: Class 20 contains 47475 members 
Mstep: Class 21 contains 43450 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 35529 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 32666 members 
Mstep: Class 27 contains 49119 members 
Mstep: Class 28 contains 38974 members 
Mstep: Class 29 contains 42407 members 
Mstep: Class 30 contains 11628 members 
Mstep: Class 31 contains 46925 members 
Mstep: Class 32 contains 6173 members 
Mstep: Class 33 contains 42445 members 
Mstep: Class 34 contains 25938 members 
Mstep: Class 35 contains 591 members 
Mstep: Class 36 contains 41557 members 
Mstep: Class 37 contains 70736 members 
Mstep: Class 38 contains 43123 members 
Mstep: Class 39 contains 44903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196407824.000000 Penalty: 134736.734375
Iteration 59Q: 40 clusters Score -1.964078e+08 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 33335 members 
Mstep: Class 7 contains 24492 members 
Mstep: Class 8 contains 45439 members 
Mstep: Class 9 contains 42814 members 
Mstep: Class 10 contains 28828 members 
Mstep: Class 11 contains 37970 members 
Mstep: Class 12 contains 20405 members 
Mstep: Class 13 contains 5052 members 
Mstep: Class 14 contains 7582 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 47968 members 
Mstep: Class 17 contains 47446 members 
Mstep: Class 18 contains 12949 members 
Mstep: Class 19 contains 41453 members 
Mstep: Class 20 contains 47452 members 
Mstep: Class 21 contains 43570 members 
Mstep: Class 22 contains 14786 members 
Mstep: Class 23 contains 35468 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 32689 members 
Mstep: Class 27 contains 49059 members 
Mstep: Class 28 contains 38780 members 
Mstep: Class 29 contains 42433 members 
Mstep: Class 30 contains 11664 members 
Mstep: Class 31 contains 46654 members 
Mstep: Class 32 contains 6255 members 
Mstep: Class 33 contains 42581 members 
Mstep: Class 34 contains 25819 members 
Mstep: Class 35 contains 591 members 
Mstep: Class 36 contains 41611 members 
Mstep: Class 37 contains 70652 members 
Mstep: Class 38 contains 43111 members 
Mstep: Class 39 contains 44932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408288.000000 Penalty: 134736.734375
Iteration 60F: 40 clusters Score -1.964083e+08 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 8005 members 
Mstep: Class 3 contains 26117 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 33723 members 
Mstep: Class 7 contains 24507 members 
Mstep: Class 8 contains 45158 members 
Mstep: Class 9 contains 42799 members 
Mstep: Class 10 contains 28743 members 
Mstep: Class 11 contains 38231 members 
Mstep: Class 12 contains 20343 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 47936 members 
Mstep: Class 17 contains 47445 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 19 contains 41623 members 
Mstep: Class 20 contains 47407 members 
Mstep: Class 21 contains 43672 members 
Mstep: Class 22 contains 14767 members 
Mstep: Class 23 contains 35434 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 32645 members 
Mstep: Class 27 contains 48980 members 
Mstep: Class 28 contains 38501 members 
Mstep: Class 29 contains 42474 members 
Mstep: Class 30 contains 11692 members 
Mstep: Class 31 contains 46696 members 
Mstep: Class 32 contains 6312 members 
Mstep: Class 33 contains 42686 members 
Mstep: Class 34 contains 25675 members 
Mstep: Class 35 contains 591 members 
Mstep: Class 36 contains 41664 members 
Mstep: Class 37 contains 70562 members 
Mstep: Class 38 contains 43107 members 
Mstep: Class 39 contains 44879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196408208.000000 Penalty: 134736.734375
Iteration 61Q: 40 clusters Score -1.964082e+08 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 8022 members 
Mstep: Class 3 contains 25821 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 34118 members 
Mstep: Class 7 contains 24539 members 
Mstep: Class 8 contains 44885 members 
Mstep: Class 9 contains 42782 members 
Mstep: Class 10 contains 28658 members 
Mstep: Class 11 contains 38443 members 
Mstep: Class 12 contains 20294 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 7656 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 47892 members 
Mstep: Class 17 contains 47428 members 
Mstep: Class 18 contains 13064 members 
Mstep: Class 19 contains 41775 members 
Mstep: Class 20 contains 47337 members 
Mstep: Class 21 contains 43797 members 
Mstep: Class 22 contains 14786 members 
Mstep: Class 23 contains 35400 members 
Mstep: Class 24 contains 2170 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 32679 members 
Mstep: Class 27 contains 48908 members 
Mstep: Class 28 contains 38212 members 
Mstep: Class 29 contains 42512 members 
Mstep: Class 30 contains 11728 members 
Mstep: Class 31 contains 46662 members 
Mstep: Class 32 contains 6385 members 
Mstep: Class 33 contains 42794 members 
Mstep: Class 34 contains 25530 members 
Mstep: Class 35 contains 586 members 
Mstep: Class 36 contains 41727 members 
Mstep: Class 37 contains 70480 members 
Mstep: Class 38 contains 43081 members 
Mstep: Class 39 contains 44866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409232.000000 Penalty: 134736.734375
Iteration 62Q: 40 clusters Score -1.964092e+08 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 34493 members 
Mstep: Class 7 contains 24557 members 
Mstep: Class 8 contains 44623 members 
Mstep: Class 9 contains 42774 members 
Mstep: Class 10 contains 28590 members 
Mstep: Class 11 contains 38630 members 
Mstep: Class 12 contains 20246 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 7693 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 47878 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 13128 members 
Mstep: Class 19 contains 41916 members 
Mstep: Class 20 contains 47262 members 
Mstep: Class 21 contains 43940 members 
Mstep: Class 22 contains 14840 members 
Mstep: Class 23 contains 35352 members 
Mstep: Class 24 contains 2176 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 32792 members 
Mstep: Class 27 contains 48862 members 
Mstep: Class 28 contains 37954 members 
Mstep: Class 29 contains 42521 members 
Mstep: Class 30 contains 11747 members 
Mstep: Class 31 contains 46566 members 
Mstep: Class 32 contains 6458 members 
Mstep: Class 33 contains 42924 members 
Mstep: Class 34 contains 25362 members 
Mstep: Class 35 contains 582 members 
Mstep: Class 36 contains 41789 members 
Mstep: Class 37 contains 70314 members 
Mstep: Class 38 contains 43036 members 
Mstep: Class 39 contains 44901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196409792.000000 Penalty: 134736.734375
Iteration 63Q: 40 clusters Score -1.964098e+08 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 8044 members 
Mstep: Class 3 contains 25185 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 34828 members 
Mstep: Class 7 contains 24576 members 
Mstep: Class 8 contains 44401 members 
Mstep: Class 9 contains 42771 members 
Mstep: Class 10 contains 28539 members 
Mstep: Class 11 contains 38833 members 
Mstep: Class 12 contains 20196 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 7728 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 47851 members 
Mstep: Class 17 contains 47401 members 
Mstep: Class 18 contains 13201 members 
Mstep: Class 19 contains 42060 members 
Mstep: Class 20 contains 47222 members 
Mstep: Class 21 contains 43982 members 
Mstep: Class 22 contains 14861 members 
Mstep: Class 23 contains 35297 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 32934 members 
Mstep: Class 27 contains 48797 members 
Mstep: Class 28 contains 37740 members 
Mstep: Class 29 contains 42527 members 
Mstep: Class 30 contains 11768 members 
Mstep: Class 31 contains 46429 members 
Mstep: Class 32 contains 6538 members 
Mstep: Class 33 contains 43058 members 
Mstep: Class 34 contains 25217 members 
Mstep: Class 35 contains 579 members 
Mstep: Class 36 contains 41857 members 
Mstep: Class 37 contains 70142 members 
Mstep: Class 38 contains 43004 members 
Mstep: Class 39 contains 44977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410704.000000 Penalty: 134736.734375
Iteration 64Q: 40 clusters Score -1.964107e+08 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 8053 members 
Mstep: Class 3 contains 24813 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 35181 members 
Mstep: Class 7 contains 24572 members 
Mstep: Class 8 contains 44190 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 10 contains 28471 members 
Mstep: Class 11 contains 38989 members 
Mstep: Class 12 contains 20143 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 7774 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 47874 members 
Mstep: Class 17 contains 47395 members 
Mstep: Class 18 contains 13271 members 
Mstep: Class 19 contains 42207 members 
Mstep: Class 20 contains 47160 members 
Mstep: Class 21 contains 43985 members 
Mstep: Class 22 contains 14885 members 
Mstep: Class 23 contains 35241 members 
Mstep: Class 24 contains 2191 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 33177 members 
Mstep: Class 27 contains 48764 members 
Mstep: Class 28 contains 37521 members 
Mstep: Class 29 contains 42529 members 
Mstep: Class 30 contains 11785 members 
Mstep: Class 31 contains 46266 members 
Mstep: Class 32 contains 6620 members 
Mstep: Class 33 contains 43214 members 
Mstep: Class 34 contains 25042 members 
Mstep: Class 35 contains 575 members 
Mstep: Class 36 contains 41915 members 
Mstep: Class 37 contains 69986 members 
Mstep: Class 38 contains 42977 members 
Mstep: Class 39 contains 45052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410016.000000 Penalty: 134736.734375
Iteration 65Q: 40 clusters Score -1.9641e+08 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 24403 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 35554 members 
Mstep: Class 7 contains 24558 members 
Mstep: Class 8 contains 44019 members 
Mstep: Class 9 contains 42774 members 
Mstep: Class 10 contains 28413 members 
Mstep: Class 11 contains 39161 members 
Mstep: Class 12 contains 20090 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 47877 members 
Mstep: Class 17 contains 47397 members 
Mstep: Class 18 contains 13327 members 
Mstep: Class 19 contains 42348 members 
Mstep: Class 20 contains 47079 members 
Mstep: Class 21 contains 43960 members 
Mstep: Class 22 contains 14909 members 
Mstep: Class 23 contains 35196 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 33485 members 
Mstep: Class 27 contains 48775 members 
Mstep: Class 28 contains 37314 members 
Mstep: Class 29 contains 42565 members 
Mstep: Class 30 contains 11805 members 
Mstep: Class 31 contains 46095 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 43352 members 
Mstep: Class 34 contains 24885 members 
Mstep: Class 35 contains 573 members 
Mstep: Class 36 contains 41967 members 
Mstep: Class 37 contains 69836 members 
Mstep: Class 38 contains 42968 members 
Mstep: Class 39 contains 45043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196410496.000000 Penalty: 134736.734375
Iteration 66Q: 40 clusters Score -1.964105e+08 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 23998 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 35944 members 
Mstep: Class 7 contains 24557 members 
Mstep: Class 8 contains 43805 members 
Mstep: Class 9 contains 42777 members 
Mstep: Class 10 contains 28366 members 
Mstep: Class 11 contains 39315 members 
Mstep: Class 12 contains 20026 members 
Mstep: Class 13 contains 5276 members 
Mstep: Class 14 contains 7858 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 47901 members 
Mstep: Class 17 contains 47387 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 42482 members 
Mstep: Class 20 contains 46981 members 
Mstep: Class 21 contains 43944 members 
Mstep: Class 22 contains 14919 members 
Mstep: Class 23 contains 35166 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 33795 members 
Mstep: Class 27 contains 48804 members 
Mstep: Class 28 contains 37142 members 
Mstep: Class 29 contains 42587 members 
Mstep: Class 30 contains 11818 members 
Mstep: Class 31 contains 45922 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 43491 members 
Mstep: Class 34 contains 24697 members 
Mstep: Class 35 contains 570 members 
Mstep: Class 36 contains 42010 members 
Mstep: Class 37 contains 69646 members 
Mstep: Class 38 contains 42984 members 
Mstep: Class 39 contains 45085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411776.000000 Penalty: 134736.734375
Iteration 67Q: 40 clusters Score -1.964118e+08 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 23608 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 36314 members 
Mstep: Class 7 contains 24548 members 
Mstep: Class 8 contains 43606 members 
Mstep: Class 9 contains 42759 members 
Mstep: Class 10 contains 28328 members 
Mstep: Class 11 contains 39479 members 
Mstep: Class 12 contains 19935 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 7887 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 47923 members 
Mstep: Class 17 contains 47395 members 
Mstep: Class 18 contains 13457 members 
Mstep: Class 19 contains 42616 members 
Mstep: Class 20 contains 46892 members 
Mstep: Class 21 contains 43896 members 
Mstep: Class 22 contains 14928 members 
Mstep: Class 23 contains 35120 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 34147 members 
Mstep: Class 27 contains 48841 members 
Mstep: Class 28 contains 36960 members 
Mstep: Class 29 contains 42594 members 
Mstep: Class 30 contains 11830 members 
Mstep: Class 31 contains 45756 members 
Mstep: Class 32 contains 6918 members 
Mstep: Class 33 contains 43627 members 
Mstep: Class 34 contains 24519 members 
Mstep: Class 35 contains 567 members 
Mstep: Class 36 contains 42032 members 
Mstep: Class 37 contains 69505 members 
Mstep: Class 38 contains 43005 members 
Mstep: Class 39 contains 45120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196411984.000000 Penalty: 134736.734375
Iteration 68Q: 40 clusters Score -1.96412e+08 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 8117 members 
Mstep: Class 3 contains 23214 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 36685 members 
Mstep: Class 7 contains 24535 members 
Mstep: Class 8 contains 43413 members 
Mstep: Class 9 contains 42739 members 
Mstep: Class 10 contains 28296 members 
Mstep: Class 11 contains 39669 members 
Mstep: Class 12 contains 19815 members 
Mstep: Class 13 contains 5333 members 
Mstep: Class 14 contains 7927 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 47950 members 
Mstep: Class 17 contains 47435 members 
Mstep: Class 18 contains 13512 members 
Mstep: Class 19 contains 42753 members 
Mstep: Class 20 contains 46790 members 
Mstep: Class 21 contains 43880 members 
Mstep: Class 22 contains 14908 members 
Mstep: Class 23 contains 35087 members 
Mstep: Class 24 contains 2207 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 34492 members 
Mstep: Class 27 contains 48881 members 
Mstep: Class 28 contains 36779 members 
Mstep: Class 29 contains 42591 members 
Mstep: Class 30 contains 11837 members 
Mstep: Class 31 contains 45590 members 
Mstep: Class 32 contains 7057 members 
Mstep: Class 33 contains 43742 members 
Mstep: Class 34 contains 24363 members 
Mstep: Class 35 contains 563 members 
Mstep: Class 36 contains 42036 members 
Mstep: Class 37 contains 69363 members 
Mstep: Class 38 contains 43023 members 
Mstep: Class 39 contains 45133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412448.000000 Penalty: 134736.734375
Iteration 69Q: 40 clusters Score -1.964124e+08 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 22852 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 36985 members 
Mstep: Class 7 contains 24536 members 
Mstep: Class 8 contains 43217 members 
Mstep: Class 9 contains 42706 members 
Mstep: Class 10 contains 28269 members 
Mstep: Class 11 contains 39855 members 
Mstep: Class 12 contains 19695 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 47975 members 
Mstep: Class 17 contains 47477 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 42886 members 
Mstep: Class 20 contains 46696 members 
Mstep: Class 21 contains 43872 members 
Mstep: Class 22 contains 14895 members 
Mstep: Class 23 contains 35043 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 34840 members 
Mstep: Class 27 contains 48915 members 
Mstep: Class 28 contains 36591 members 
Mstep: Class 29 contains 42571 members 
Mstep: Class 30 contains 11850 members 
Mstep: Class 31 contains 45427 members 
Mstep: Class 32 contains 7221 members 
Mstep: Class 33 contains 43892 members 
Mstep: Class 34 contains 24198 members 
Mstep: Class 35 contains 563 members 
Mstep: Class 36 contains 42051 members 
Mstep: Class 37 contains 69255 members 
Mstep: Class 38 contains 43037 members 
Mstep: Class 39 contains 45162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196412752.000000 Penalty: 134736.734375
Iteration 70Q: 40 clusters Score -1.964128e+08 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 22486 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 37284 members 
Mstep: Class 7 contains 24543 members 
Mstep: Class 8 contains 43027 members 
Mstep: Class 9 contains 42690 members 
Mstep: Class 10 contains 28213 members 
Mstep: Class 11 contains 39986 members 
Mstep: Class 12 contains 19579 members 
Mstep: Class 13 contains 5365 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 1205 members 
Mstep: Class 16 contains 47924 members 
Mstep: Class 17 contains 47490 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 43000 members 
Mstep: Class 20 contains 46641 members 
Mstep: Class 21 contains 43853 members 
Mstep: Class 22 contains 14875 members 
Mstep: Class 23 contains 35004 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 35228 members 
Mstep: Class 27 contains 48951 members 
Mstep: Class 28 contains 36389 members 
Mstep: Class 29 contains 42562 members 
Mstep: Class 30 contains 11866 members 
Mstep: Class 31 contains 45299 members 
Mstep: Class 32 contains 7412 members 
Mstep: Class 33 contains 44021 members 
Mstep: Class 34 contains 24050 members 
Mstep: Class 35 contains 561 members 
Mstep: Class 36 contains 42070 members 
Mstep: Class 37 contains 69184 members 
Mstep: Class 38 contains 43072 members 
Mstep: Class 39 contains 45170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413168.000000 Penalty: 134736.734375
Iteration 71Q: 40 clusters Score -1.964132e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 37574 members 
Mstep: Class 7 contains 24552 members 
Mstep: Class 8 contains 42835 members 
Mstep: Class 9 contains 42665 members 
Mstep: Class 10 contains 28177 members 
Mstep: Class 11 contains 40083 members 
Mstep: Class 12 contains 19443 members 
Mstep: Class 13 contains 5379 members 
Mstep: Class 14 contains 8023 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 47858 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 43091 members 
Mstep: Class 20 contains 46575 members 
Mstep: Class 21 contains 43834 members 
Mstep: Class 22 contains 14875 members 
Mstep: Class 23 contains 34931 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 35639 members 
Mstep: Class 27 contains 49000 members 
Mstep: Class 28 contains 36226 members 
Mstep: Class 29 contains 42541 members 
Mstep: Class 30 contains 11876 members 
Mstep: Class 31 contains 45224 members 
Mstep: Class 32 contains 7632 members 
Mstep: Class 33 contains 44134 members 
Mstep: Class 34 contains 23906 members 
Mstep: Class 35 contains 555 members 
Mstep: Class 36 contains 42088 members 
Mstep: Class 37 contains 69071 members 
Mstep: Class 38 contains 43120 members 
Mstep: Class 39 contains 45190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196413600.000000 Penalty: 134736.734375
Iteration 72Q: 40 clusters Score -1.964136e+08 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 8116 members 
Mstep: Class 3 contains 21815 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 37797 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 42669 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 28132 members 
Mstep: Class 11 contains 40151 members 
Mstep: Class 12 contains 19280 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 47820 members 
Mstep: Class 17 contains 47518 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 43176 members 
Mstep: Class 20 contains 46529 members 
Mstep: Class 21 contains 43805 members 
Mstep: Class 22 contains 14869 members 
Mstep: Class 23 contains 34854 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 36025 members 
Mstep: Class 27 contains 49057 members 
Mstep: Class 28 contains 36063 members 
Mstep: Class 29 contains 42533 members 
Mstep: Class 30 contains 11896 members 
Mstep: Class 31 contains 45186 members 
Mstep: Class 32 contains 7870 members 
Mstep: Class 33 contains 44282 members 
Mstep: Class 34 contains 23776 members 
Mstep: Class 35 contains 553 members 
Mstep: Class 36 contains 42102 members 
Mstep: Class 37 contains 68968 members 
Mstep: Class 38 contains 43178 members 
Mstep: Class 39 contains 45206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414336.000000 Penalty: 134736.734375
Iteration 73Q: 40 clusters Score -1.964143e+08 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 8111 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 37954 members 
Mstep: Class 7 contains 24566 members 
Mstep: Class 8 contains 42487 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 28093 members 
Mstep: Class 11 contains 40232 members 
Mstep: Class 12 contains 19071 members 
Mstep: Class 13 contains 5389 members 
Mstep: Class 14 contains 8078 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 47787 members 
Mstep: Class 17 contains 47544 members 
Mstep: Class 18 contains 13732 members 
Mstep: Class 19 contains 43266 members 
Mstep: Class 20 contains 46462 members 
Mstep: Class 21 contains 43792 members 
Mstep: Class 22 contains 14876 members 
Mstep: Class 23 contains 34779 members 
Mstep: Class 24 contains 2245 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 36488 members 
Mstep: Class 27 contains 49097 members 
Mstep: Class 28 contains 35902 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 11907 members 
Mstep: Class 31 contains 45166 members 
Mstep: Class 32 contains 8148 members 
Mstep: Class 33 contains 44423 members 
Mstep: Class 34 contains 23645 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 42113 members 
Mstep: Class 37 contains 68888 members 
Mstep: Class 38 contains 43254 members 
Mstep: Class 39 contains 45181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196414912.000000 Penalty: 134736.734375
Iteration 74Q: 40 clusters Score -1.964149e+08 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 8105 members 
Mstep: Class 3 contains 21207 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38074 members 
Mstep: Class 7 contains 24573 members 
Mstep: Class 8 contains 42293 members 
Mstep: Class 9 contains 42613 members 
Mstep: Class 10 contains 28056 members 
Mstep: Class 11 contains 40282 members 
Mstep: Class 12 contains 18768 members 
Mstep: Class 13 contains 5394 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 15 contains 1190 members 
Mstep: Class 16 contains 47765 members 
Mstep: Class 17 contains 47590 members 
Mstep: Class 18 contains 13769 members 
Mstep: Class 19 contains 43352 members 
Mstep: Class 20 contains 46373 members 
Mstep: Class 21 contains 43792 members 
Mstep: Class 22 contains 14876 members 
Mstep: Class 23 contains 34728 members 
Mstep: Class 24 contains 2251 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 36954 members 
Mstep: Class 27 contains 49129 members 
Mstep: Class 28 contains 35778 members 
Mstep: Class 29 contains 42514 members 
Mstep: Class 30 contains 11909 members 
Mstep: Class 31 contains 45120 members 
Mstep: Class 32 contains 8516 members 
Mstep: Class 33 contains 44558 members 
Mstep: Class 34 contains 23540 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 42118 members 
Mstep: Class 37 contains 68810 members 
Mstep: Class 38 contains 43323 members 
Mstep: Class 39 contains 45155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415504.000000 Penalty: 134736.734375
Iteration 75Q: 40 clusters Score -1.964155e+08 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 8109 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38220 members 
Mstep: Class 7 contains 24570 members 
Mstep: Class 8 contains 42119 members 
Mstep: Class 9 contains 42591 members 
Mstep: Class 10 contains 28021 members 
Mstep: Class 11 contains 40318 members 
Mstep: Class 12 contains 18418 members 
Mstep: Class 13 contains 5409 members 
Mstep: Class 14 contains 8128 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 47727 members 
Mstep: Class 17 contains 47655 members 
Mstep: Class 18 contains 13803 members 
Mstep: Class 19 contains 43448 members 
Mstep: Class 20 contains 46286 members 
Mstep: Class 21 contains 43792 members 
Mstep: Class 22 contains 14865 members 
Mstep: Class 23 contains 34656 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 37480 members 
Mstep: Class 27 contains 49174 members 
Mstep: Class 28 contains 35669 members 
Mstep: Class 29 contains 42486 members 
Mstep: Class 30 contains 11918 members 
Mstep: Class 31 contains 45030 members 
Mstep: Class 32 contains 8914 members 
Mstep: Class 33 contains 44671 members 
Mstep: Class 34 contains 23415 members 
Mstep: Class 35 contains 549 members 
Mstep: Class 36 contains 42121 members 
Mstep: Class 37 contains 68763 members 
Mstep: Class 38 contains 43374 members 
Mstep: Class 39 contains 45179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196415856.000000 Penalty: 134736.734375
Iteration 76Q: 40 clusters Score -1.964159e+08 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 8112 members 
Mstep: Class 3 contains 20623 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38334 members 
Mstep: Class 7 contains 24580 members 
Mstep: Class 8 contains 41958 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 27997 members 
Mstep: Class 11 contains 40298 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 5425 members 
Mstep: Class 14 contains 8148 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 47675 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 13843 members 
Mstep: Class 19 contains 43528 members 
Mstep: Class 20 contains 46201 members 
Mstep: Class 21 contains 43810 members 
Mstep: Class 22 contains 14858 members 
Mstep: Class 23 contains 34597 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 38052 members 
Mstep: Class 27 contains 49223 members 
Mstep: Class 28 contains 35479 members 
Mstep: Class 29 contains 42457 members 
Mstep: Class 30 contains 11923 members 
Mstep: Class 31 contains 44923 members 
Mstep: Class 32 contains 9342 members 
Mstep: Class 33 contains 44763 members 
Mstep: Class 34 contains 23310 members 
Mstep: Class 35 contains 549 members 
Mstep: Class 36 contains 42122 members 
Mstep: Class 37 contains 68668 members 
Mstep: Class 38 contains 43444 members 
Mstep: Class 39 contains 45243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416528.000000 Penalty: 134736.734375
Iteration 77Q: 40 clusters Score -1.964165e+08 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 8104 members 
Mstep: Class 3 contains 20358 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38428 members 
Mstep: Class 7 contains 24585 members 
Mstep: Class 8 contains 41782 members 
Mstep: Class 9 contains 42566 members 
Mstep: Class 10 contains 27961 members 
Mstep: Class 11 contains 40243 members 
Mstep: Class 12 contains 17776 members 
Mstep: Class 13 contains 5446 members 
Mstep: Class 14 contains 8164 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 47611 members 
Mstep: Class 17 contains 47799 members 
Mstep: Class 18 contains 13879 members 
Mstep: Class 19 contains 43610 members 
Mstep: Class 20 contains 46129 members 
Mstep: Class 21 contains 43841 members 
Mstep: Class 22 contains 14840 members 
Mstep: Class 23 contains 34531 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 38648 members 
Mstep: Class 27 contains 49262 members 
Mstep: Class 28 contains 35303 members 
Mstep: Class 29 contains 42429 members 
Mstep: Class 30 contains 11930 members 
Mstep: Class 31 contains 44829 members 
Mstep: Class 32 contains 9809 members 
Mstep: Class 33 contains 44865 members 
Mstep: Class 34 contains 23205 members 
Mstep: Class 35 contains 549 members 
Mstep: Class 36 contains 42123 members 
Mstep: Class 37 contains 68594 members 
Mstep: Class 38 contains 43514 members 
Mstep: Class 39 contains 45254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196416400.000000 Penalty: 134736.734375
Iteration 78Q: 40 clusters Score -1.964164e+08 nChanged 5509
Entering ConstructFrom: 
Score: -196416400.000000 Penalty: 134736.734375
Entering ConstructFrom: 
Trying to split cluster 1 (47137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Entering Unmasked Estep 
Score: -8457258.000000 Penalty: 2668.681885
	Iteration 0F: 2 clusters Score -8457258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -8426654.000000 Penalty: 5337.363770
	Iteration 0F: 3 clusters Score -8426654 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -8439002.000000 Penalty: 5337.363770
	Iteration 1F: 3 clusters Score -8439002 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -8439732.000000 Penalty: 5337.363770
	Iteration 2Q: 3 clusters Score -8439732 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -8440606.000000 Penalty: 5337.363770
	Iteration 3Q: 3 clusters Score -8440606 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -8441610.000000 Penalty: 5337.363770
	Iteration 4Q: 3 clusters Score -8441610 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -8443087.000000 Penalty: 5337.363770
	Iteration 5F: 3 clusters Score -8443087 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -8445023.000000 Penalty: 5337.363770
	Iteration 6F: 3 clusters Score -8445023 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -8447615.000000 Penalty: 5337.363770
	Iteration 7F: 3 clusters Score -8447615 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -8450373.000000 Penalty: 5337.363770
	Iteration 8F: 3 clusters Score -8450373 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -8452575.000000 Penalty: 5337.363770
	Iteration 9F: 3 clusters Score -8452575 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -8453828.000000 Penalty: 5337.363770
	Iteration 10Q: 3 clusters Score -8453828 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8454420.000000 Penalty: 5337.363770
	Iteration 11Q: 3 clusters Score -8454420 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -8454680.000000 Penalty: 5337.363770
	Iteration 12Q: 3 clusters Score -8454680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -8454811.000000 Penalty: 5337.363770
	Iteration 13Q: 3 clusters Score -8454811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -8454909.000000 Penalty: 5337.363770
	Iteration 14Q: 3 clusters Score -8454909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -8454934.000000 Penalty: 5337.363770
	Iteration 15Q: 3 clusters Score -8454934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -8454948.000000 Penalty: 5337.363770
	Iteration 16Q: 3 clusters Score -8454948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -8454961.000000 Penalty: 5337.363770
	Iteration 17Q: 3 clusters Score -8454961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -8454968.000000 Penalty: 5337.363770
	Iteration 18Q: 3 clusters Score -8454968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -8454978.000000 Penalty: 5337.363770
	Iteration 19Q: 3 clusters Score -8454978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -8454977.000000 Penalty: 5337.363770
	Iteration 20F: 3 clusters Score -8454977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8454978.000000 Penalty: 5337.363770
	Iteration 21Q: 3 clusters Score -8454978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -8454977.000000 Penalty: 5337.363770
	Iteration 22Q: 3 clusters Score -8454977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8454982.000000 Penalty: 5337.363770
	Iteration 23Q: 3 clusters Score -8454982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8454982.000000 Penalty: 5337.363770
	Iteration 24F: 3 clusters Score -8454982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Entering Unmasked Estep 
Score: -1416013.250000 Penalty: 2231.966797
	Iteration 0F: 2 clusters Score -1416013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1409692.500000 Penalty: 4463.933594
	Iteration 0F: 3 clusters Score -1409692 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1411896.875000 Penalty: 4463.933594
	Iteration 1F: 3 clusters Score -1411897 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1412514.125000 Penalty: 4463.933594
	Iteration 2F: 3 clusters Score -1412514 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1412940.500000 Penalty: 4463.933594
	Iteration 3F: 3 clusters Score -1412940 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1413237.875000 Penalty: 4463.933594
	Iteration 4F: 3 clusters Score -1413238 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1413492.000000 Penalty: 4463.933594
	Iteration 5Q: 3 clusters Score -1413492 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1413740.875000 Penalty: 4463.933594
	Iteration 6Q: 3 clusters Score -1413741 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1413962.000000 Penalty: 4463.933594
	Iteration 7Q: 3 clusters Score -1413962 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1414180.000000 Penalty: 4463.933594
	Iteration 8Q: 3 clusters Score -1414180 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1414407.625000 Penalty: 4463.933594
	Iteration 9Q: 3 clusters Score -1414408 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1414614.875000 Penalty: 4463.933594
	Iteration 10Q: 3 clusters Score -1414615 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1414778.625000 Penalty: 4463.933594
	Iteration 11Q: 3 clusters Score -1414779 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1414926.125000 Penalty: 4463.933594
	Iteration 12Q: 3 clusters Score -1414926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1415030.250000 Penalty: 4463.933594
	Iteration 13Q: 3 clusters Score -1415030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1415114.375000 Penalty: 4463.933594
	Iteration 14Q: 3 clusters Score -1415114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1415194.250000 Penalty: 4463.933594
	Iteration 15Q: 3 clusters Score -1415194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1415247.875000 Penalty: 4463.933594
	Iteration 16Q: 3 clusters Score -1415248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1415295.625000 Penalty: 4463.933594
	Iteration 17Q: 3 clusters Score -1415296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1415335.375000 Penalty: 4463.933594
	Iteration 18Q: 3 clusters Score -1415335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1415360.875000 Penalty: 4463.933594
	Iteration 19Q: 3 clusters Score -1415361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1415377.375000 Penalty: 4463.933594
	Iteration 20F: 3 clusters Score -1415377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1415392.000000 Penalty: 4463.933594
	Iteration 21Q: 3 clusters Score -1415392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1415412.000000 Penalty: 4463.933594
	Iteration 22Q: 3 clusters Score -1415412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1415416.625000 Penalty: 4463.933594
	Iteration 23Q: 3 clusters Score -1415417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1415424.250000 Penalty: 4463.933594
	Iteration 24Q: 3 clusters Score -1415424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1415429.375000 Penalty: 4463.933594
	Iteration 25Q: 3 clusters Score -1415429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1415436.875000 Penalty: 4463.933594
	Iteration 26Q: 3 clusters Score -1415437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1415441.500000 Penalty: 4463.933594
	Iteration 27Q: 3 clusters Score -1415442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1415444.875000 Penalty: 4463.933594
	Iteration 28Q: 3 clusters Score -1415445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1415445.625000 Penalty: 4463.933594
	Iteration 29Q: 3 clusters Score -1415446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1415446.875000 Penalty: 4463.933594
	Iteration 30Q: 3 clusters Score -1415447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1415450.125000 Penalty: 4463.933594
	Iteration 31Q: 3 clusters Score -1415450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1415449.625000 Penalty: 4463.933594
	Iteration 32Q: 3 clusters Score -1415450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1415451.625000 Penalty: 4463.933594
	Iteration 33Q: 3 clusters Score -1415452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1415452.000000 Penalty: 4463.933594
	Iteration 34Q: 3 clusters Score -1415452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1415451.625000 Penalty: 4463.933594
	Iteration 35Q: 3 clusters Score -1415452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1415451.625000 Penalty: 4463.933594
	Iteration 36F: 3 clusters Score -1415452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Entering Unmasked Estep 
Score: -3605624.250000 Penalty: 2457.523926
	Iteration 0F: 2 clusters Score -3605624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3591411.500000 Penalty: 4915.047852
	Iteration 0F: 3 clusters Score -3591412 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3596284.500000 Penalty: 4915.047852
	Iteration 1F: 3 clusters Score -3596284 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3596760.750000 Penalty: 4915.047852
	Iteration 2F: 3 clusters Score -3596761 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3597223.250000 Penalty: 4915.047852
	Iteration 3F: 3 clusters Score -3597223 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3597815.250000 Penalty: 4915.047852
	Iteration 4F: 3 clusters Score -3597815 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3598524.250000 Penalty: 4915.047852
	Iteration 5F: 3 clusters Score -3598524 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3599539.500000 Penalty: 4915.047852
	Iteration 6F: 3 clusters Score -3599540 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3600621.000000 Penalty: 4915.047852
	Iteration 7F: 3 clusters Score -3600621 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3601610.500000 Penalty: 4915.047852
	Iteration 8F: 3 clusters Score -3601610 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3602325.250000 Penalty: 4915.047852
	Iteration 9Q: 3 clusters Score -3602325 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3602783.750000 Penalty: 4915.047852
	Iteration 10Q: 3 clusters Score -3602784 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3603051.500000 Penalty: 4915.047852
	Iteration 11Q: 3 clusters Score -3603052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3603203.000000 Penalty: 4915.047852
	Iteration 12Q: 3 clusters Score -3603203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3603281.750000 Penalty: 4915.047852
	Iteration 13Q: 3 clusters Score -3603282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3603323.750000 Penalty: 4915.047852
	Iteration 14Q: 3 clusters Score -3603324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3603356.500000 Penalty: 4915.047852
	Iteration 15Q: 3 clusters Score -3603356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3603379.250000 Penalty: 4915.047852
	Iteration 16Q: 3 clusters Score -3603379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3603392.000000 Penalty: 4915.047852
	Iteration 17Q: 3 clusters Score -3603392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3603400.250000 Penalty: 4915.047852
	Iteration 18Q: 3 clusters Score -3603400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3603401.500000 Penalty: 4915.047852
	Iteration 19Q: 3 clusters Score -3603402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3603408.250000 Penalty: 4915.047852
	Iteration 20F: 3 clusters Score -3603408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3603413.500000 Penalty: 4915.047852
	Iteration 21Q: 3 clusters Score -3603414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3603419.250000 Penalty: 4915.047852
	Iteration 22Q: 3 clusters Score -3603419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3603425.250000 Penalty: 4915.047852
	Iteration 23Q: 3 clusters Score -3603425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3603433.500000 Penalty: 4915.047852
	Iteration 24Q: 3 clusters Score -3603434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3603440.000000 Penalty: 4915.047852
	Iteration 25Q: 3 clusters Score -3603440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3603449.750000 Penalty: 4915.047852
	Iteration 26Q: 3 clusters Score -3603450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3603461.250000 Penalty: 4915.047852
	Iteration 27Q: 3 clusters Score -3603461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3603470.500000 Penalty: 4915.047852
	Iteration 28Q: 3 clusters Score -3603470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3603478.250000 Penalty: 4915.047852
	Iteration 29Q: 3 clusters Score -3603478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3603487.250000 Penalty: 4915.047852
	Iteration 30Q: 3 clusters Score -3603487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3603489.750000 Penalty: 4915.047852
	Iteration 31Q: 3 clusters Score -3603490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3603493.000000 Penalty: 4915.047852
	Iteration 32Q: 3 clusters Score -3603493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3603490.500000 Penalty: 4915.047852
	Iteration 33Q: 3 clusters Score -3603490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3603490.500000 Penalty: 4915.047852
	Iteration 34F: 3 clusters Score -3603490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -216776.375000 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -216776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -214618.218750 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -214618.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -215506.812500 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -215506.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -216042.093750 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -216042.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -216401.140625 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -216401.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -216606.015625 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -216606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -216702.765625 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -216702.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -216785.765625 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -216785.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -216835.718750 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -216835.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -216886.203125 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -216886.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -216926.218750 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -216926.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -216963.796875 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -216963.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -216994.359375 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -216994.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -217020.343750 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -217020.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -217030.984375 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -217031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -217033.484375 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -217033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -217034.296875 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -217034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -217035.109375 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -217035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -217035.359375 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -217035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217035.671875 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -217035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217035.671875 Penalty: 3621.034424
	Iteration 19F: 3 clusters Score -217035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38471 members 
Mstep: Class 7 contains 24592 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 27928 members 
Mstep: Class 11 contains 40181 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 47552 members 
Mstep: Class 17 contains 47884 members 
Mstep: Class 18 contains 13920 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 46056 members 
Mstep: Class 21 contains 43887 members 
Mstep: Class 22 contains 14830 members 
Mstep: Class 23 contains 34425 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 39237 members 
Mstep: Class 27 contains 49254 members 
Mstep: Class 28 contains 35089 members 
Mstep: Class 29 contains 42422 members 
Mstep: Class 30 contains 11939 members 
Mstep: Class 31 contains 44750 members 
Mstep: Class 32 contains 10251 members 
Mstep: Class 33 contains 44946 members 
Mstep: Class 34 contains 23084 members 
Mstep: Class 35 contains 547 members 
Mstep: Class 36 contains 42115 members 
Mstep: Class 37 contains 68509 members 
Mstep: Class 38 contains 43552 members 
Mstep: Class 39 contains 45307 members 
Mstep: Class 40 contains 687 members 
Entering Unmasked Estep 
Score: -196415664.000000 Penalty: 138191.531250
Splitting cluster 4 changes total score from -196416400.000000 to -196415664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -96745.406250 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -96745.41 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 294 members 
Entering Unmasked Estep 
Score: -95147.203125 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -95147.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95352.710938 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -95352.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -95436.179688 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -95436.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95506.820312 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -95506.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -95550.820312 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -95550.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -95568.046875 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -95568.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -95572.296875 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -95572.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -95574.992188 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -95574.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -95575.875000 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -95575.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -95575.875000 Penalty: 3148.305176
	Iteration 9F: 3 clusters Score -95575.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Entering Unmasked Estep 
Score: -6894557.500000 Penalty: 2618.299805
	Iteration 0F: 2 clusters Score -6894558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -6868776.000000 Penalty: 5236.599609
	Iteration 0F: 3 clusters Score -6868776 nChanged 17684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -6878356.000000 Penalty: 5236.599609
	Iteration 1F: 3 clusters Score -6878356 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -6878896.000000 Penalty: 5236.599609
	Iteration 2Q: 3 clusters Score -6878896 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -6879460.000000 Penalty: 5236.599609
	Iteration 3Q: 3 clusters Score -6879460 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6879987.000000 Penalty: 5236.599609
	Iteration 4Q: 3 clusters Score -6879987 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -6880654.000000 Penalty: 5236.599609
	Iteration 5Q: 3 clusters Score -6880654 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -6881477.500000 Penalty: 5236.599609
	Iteration 6Q: 3 clusters Score -6881478 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -6882576.500000 Penalty: 5236.599609
	Iteration 7F: 3 clusters Score -6882576 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -6884017.500000 Penalty: 5236.599609
	Iteration 8F: 3 clusters Score -6884018 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -6885718.500000 Penalty: 5236.599609
	Iteration 9F: 3 clusters Score -6885718 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -6887495.500000 Penalty: 5236.599609
	Iteration 10F: 3 clusters Score -6887496 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -6889099.000000 Penalty: 5236.599609
	Iteration 11Q: 3 clusters Score -6889099 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -6890222.500000 Penalty: 5236.599609
	Iteration 12Q: 3 clusters Score -6890222 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -6890921.000000 Penalty: 5236.599609
	Iteration 13Q: 3 clusters Score -6890921 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -6891358.500000 Penalty: 5236.599609
	Iteration 14Q: 3 clusters Score -6891358 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -6891646.000000 Penalty: 5236.599609
	Iteration 15Q: 3 clusters Score -6891646 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -6891838.000000 Penalty: 5236.599609
	Iteration 16Q: 3 clusters Score -6891838 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -6891970.000000 Penalty: 5236.599609
	Iteration 17Q: 3 clusters Score -6891970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -6892053.000000 Penalty: 5236.599609
	Iteration 18Q: 3 clusters Score -6892053 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -6892119.500000 Penalty: 5236.599609
	Iteration 19Q: 3 clusters Score -6892120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -6892160.500000 Penalty: 5236.599609
	Iteration 20F: 3 clusters Score -6892160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6892176.000000 Penalty: 5236.599609
	Iteration 21Q: 3 clusters Score -6892176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -6892201.500000 Penalty: 5236.599609
	Iteration 22Q: 3 clusters Score -6892202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -6892228.000000 Penalty: 5236.599609
	Iteration 23Q: 3 clusters Score -6892228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6892268.500000 Penalty: 5236.599609
	Iteration 24Q: 3 clusters Score -6892268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -6892287.500000 Penalty: 5236.599609
	Iteration 25Q: 3 clusters Score -6892288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -6892314.500000 Penalty: 5236.599609
	Iteration 26Q: 3 clusters Score -6892314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -6892329.500000 Penalty: 5236.599609
	Iteration 27Q: 3 clusters Score -6892330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -6892343.000000 Penalty: 5236.599609
	Iteration 28Q: 3 clusters Score -6892343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6892351.500000 Penalty: 5236.599609
	Iteration 29Q: 3 clusters Score -6892352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -6892351.500000 Penalty: 5236.599609
	Iteration 30Q: 3 clusters Score -6892352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -6892374.000000 Penalty: 5236.599609
	Iteration 31Q: 3 clusters Score -6892374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -6892388.500000 Penalty: 5236.599609
	Iteration 32Q: 3 clusters Score -6892388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -6892384.000000 Penalty: 5236.599609
	Iteration 33Q: 3 clusters Score -6892384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -6892397.500000 Penalty: 5236.599609
	Iteration 34Q: 3 clusters Score -6892398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -6892392.500000 Penalty: 5236.599609
	Iteration 35Q: 3 clusters Score -6892392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -6892391.500000 Penalty: 5236.599609
	Iteration 36Q: 3 clusters Score -6892392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -6892387.500000 Penalty: 5236.599609
	Iteration 37Q: 3 clusters Score -6892388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -6892397.500000 Penalty: 5236.599609
	Iteration 38Q: 3 clusters Score -6892398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -6892403.000000 Penalty: 5236.599609
	Iteration 39Q: 3 clusters Score -6892403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -6892402.500000 Penalty: 5236.599609
	Iteration 40F: 3 clusters Score -6892402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -6892396.000000 Penalty: 5236.599609
	Iteration 41Q: 3 clusters Score -6892396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -6892399.000000 Penalty: 5236.599609
	Iteration 42Q: 3 clusters Score -6892399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -6892396.500000 Penalty: 5236.599609
	Iteration 43Q: 3 clusters Score -6892396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -6892398.500000 Penalty: 5236.599609
	Iteration 44Q: 3 clusters Score -6892398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -6892396.500000 Penalty: 5236.599609
	Iteration 45Q: 3 clusters Score -6892396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -6892404.500000 Penalty: 5236.599609
	Iteration 46Q: 3 clusters Score -6892404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -6892414.500000 Penalty: 5236.599609
	Iteration 47Q: 3 clusters Score -6892414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -6892408.000000 Penalty: 5236.599609
	Iteration 48Q: 3 clusters Score -6892408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -6892412.000000 Penalty: 5236.599609
	Iteration 49Q: 3 clusters Score -6892412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -6892408.000000 Penalty: 5236.599609
	Iteration 50Q: 3 clusters Score -6892408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -6892407.000000 Penalty: 5236.599609
	Iteration 51Q: 3 clusters Score -6892407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -6892404.500000 Penalty: 5236.599609
	Iteration 52Q: 3 clusters Score -6892404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -6892408.500000 Penalty: 5236.599609
	Iteration 53Q: 3 clusters Score -6892408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -6892413.000000 Penalty: 5236.599609
	Iteration 54Q: 3 clusters Score -6892413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -6892416.000000 Penalty: 5236.599609
	Iteration 55Q: 3 clusters Score -6892416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -6892414.000000 Penalty: 5236.599609
	Iteration 56Q: 3 clusters Score -6892414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -6892409.500000 Penalty: 5236.599609
	Iteration 57Q: 3 clusters Score -6892410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -6892413.000000 Penalty: 5236.599609
	Iteration 58Q: 3 clusters Score -6892413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -6892417.500000 Penalty: 5236.599609
	Iteration 59Q: 3 clusters Score -6892418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -6892416.000000 Penalty: 5236.599609
	Iteration 60F: 3 clusters Score -6892416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -6892425.500000 Penalty: 5236.599609
	Iteration 61Q: 3 clusters Score -6892426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -6892422.000000 Penalty: 5236.599609
	Iteration 62Q: 3 clusters Score -6892422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6892423.500000 Penalty: 5236.599609
	Iteration 63Q: 3 clusters Score -6892424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -6892433.000000 Penalty: 5236.599609
	Iteration 64Q: 3 clusters Score -6892433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -6892431.000000 Penalty: 5236.599609
	Iteration 65Q: 3 clusters Score -6892431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -6892428.500000 Penalty: 5236.599609
	Iteration 66Q: 3 clusters Score -6892428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -6892430.000000 Penalty: 5236.599609
	Iteration 67Q: 3 clusters Score -6892430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -6892433.000000 Penalty: 5236.599609
	Iteration 68Q: 3 clusters Score -6892433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -6892437.000000 Penalty: 5236.599609
	Iteration 69Q: 3 clusters Score -6892437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -6892439.500000 Penalty: 5236.599609
	Iteration 70Q: 3 clusters Score -6892440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -6892437.000000 Penalty: 5236.599609
	Iteration 71Q: 3 clusters Score -6892437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -6892437.000000 Penalty: 5236.599609
	Iteration 72F: 3 clusters Score -6892437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Entering Unmasked Estep 
Score: -4409554.000000 Penalty: 2507.323730
	Iteration 0F: 2 clusters Score -4409554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4392537.500000 Penalty: 5014.647461
	Iteration 0F: 3 clusters Score -4392538 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4398511.000000 Penalty: 5014.647461
	Iteration 1F: 3 clusters Score -4398511 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4398974.500000 Penalty: 5014.647461
	Iteration 2F: 3 clusters Score -4398974 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4399425.500000 Penalty: 5014.647461
	Iteration 3Q: 3 clusters Score -4399426 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4399992.000000 Penalty: 5014.647461
	Iteration 4Q: 3 clusters Score -4399992 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -4400656.000000 Penalty: 5014.647461
	Iteration 5F: 3 clusters Score -4400656 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4401500.000000 Penalty: 5014.647461
	Iteration 6F: 3 clusters Score -4401500 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4402398.000000 Penalty: 5014.647461
	Iteration 7F: 3 clusters Score -4402398 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4403535.500000 Penalty: 5014.647461
	Iteration 8F: 3 clusters Score -4403536 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4404688.500000 Penalty: 5014.647461
	Iteration 9F: 3 clusters Score -4404688 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4405626.000000 Penalty: 5014.647461
	Iteration 10Q: 3 clusters Score -4405626 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4406286.000000 Penalty: 5014.647461
	Iteration 11Q: 3 clusters Score -4406286 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4406664.500000 Penalty: 5014.647461
	Iteration 12Q: 3 clusters Score -4406664 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4406848.000000 Penalty: 5014.647461
	Iteration 13Q: 3 clusters Score -4406848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4406939.000000 Penalty: 5014.647461
	Iteration 14Q: 3 clusters Score -4406939 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4407021.500000 Penalty: 5014.647461
	Iteration 15Q: 3 clusters Score -4407022 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4407062.000000 Penalty: 5014.647461
	Iteration 16Q: 3 clusters Score -4407062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4407109.000000 Penalty: 5014.647461
	Iteration 17Q: 3 clusters Score -4407109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4407158.000000 Penalty: 5014.647461
	Iteration 18Q: 3 clusters Score -4407158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4407178.000000 Penalty: 5014.647461
	Iteration 19Q: 3 clusters Score -4407178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4407208.000000 Penalty: 5014.647461
	Iteration 20F: 3 clusters Score -4407208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4407220.500000 Penalty: 5014.647461
	Iteration 21Q: 3 clusters Score -4407220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4407237.500000 Penalty: 5014.647461
	Iteration 22Q: 3 clusters Score -4407238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4407243.000000 Penalty: 5014.647461
	Iteration 23Q: 3 clusters Score -4407243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4407255.500000 Penalty: 5014.647461
	Iteration 24Q: 3 clusters Score -4407256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4407262.000000 Penalty: 5014.647461
	Iteration 25Q: 3 clusters Score -4407262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4407273.500000 Penalty: 5014.647461
	Iteration 26Q: 3 clusters Score -4407274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4407282.500000 Penalty: 5014.647461
	Iteration 27Q: 3 clusters Score -4407282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4407284.000000 Penalty: 5014.647461
	Iteration 28Q: 3 clusters Score -4407284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4407301.500000 Penalty: 5014.647461
	Iteration 29Q: 3 clusters Score -4407302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4407314.500000 Penalty: 5014.647461
	Iteration 30Q: 3 clusters Score -4407314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4407316.500000 Penalty: 5014.647461
	Iteration 31Q: 3 clusters Score -4407316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4407315.500000 Penalty: 5014.647461
	Iteration 32Q: 3 clusters Score -4407316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4407329.500000 Penalty: 5014.647461
	Iteration 33Q: 3 clusters Score -4407330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4407329.000000 Penalty: 5014.647461
	Iteration 34Q: 3 clusters Score -4407329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4407327.000000 Penalty: 5014.647461
	Iteration 35Q: 3 clusters Score -4407327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4407342.000000 Penalty: 5014.647461
	Iteration 36Q: 3 clusters Score -4407342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4407342.000000 Penalty: 5014.647461
	Iteration 37Q: 3 clusters Score -4407342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4407343.500000 Penalty: 5014.647461
	Iteration 38Q: 3 clusters Score -4407344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4407342.000000 Penalty: 5014.647461
	Iteration 39Q: 3 clusters Score -4407342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4407346.500000 Penalty: 5014.647461
	Iteration 40F: 3 clusters Score -4407346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4407353.000000 Penalty: 5014.647461
	Iteration 41Q: 3 clusters Score -4407353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4407356.500000 Penalty: 5014.647461
	Iteration 42Q: 3 clusters Score -4407356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4407355.000000 Penalty: 5014.647461
	Iteration 43Q: 3 clusters Score -4407355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4407359.000000 Penalty: 5014.647461
	Iteration 44Q: 3 clusters Score -4407359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4407356.000000 Penalty: 5014.647461
	Iteration 45Q: 3 clusters Score -4407356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4407361.500000 Penalty: 5014.647461
	Iteration 46Q: 3 clusters Score -4407362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4407358.000000 Penalty: 5014.647461
	Iteration 47Q: 3 clusters Score -4407358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4407352.000000 Penalty: 5014.647461
	Iteration 48Q: 3 clusters Score -4407352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4407351.500000 Penalty: 5014.647461
	Iteration 49Q: 3 clusters Score -4407352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4407351.000000 Penalty: 5014.647461
	Iteration 50Q: 3 clusters Score -4407351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4407348.500000 Penalty: 5014.647461
	Iteration 51Q: 3 clusters Score -4407348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4407349.500000 Penalty: 5014.647461
	Iteration 52Q: 3 clusters Score -4407350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4407348.500000 Penalty: 5014.647461
	Iteration 53Q: 3 clusters Score -4407348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4407348.500000 Penalty: 5014.647461
	Iteration 54F: 3 clusters Score -4407348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Entering Unmasked Estep 
Score: -7492058.000000 Penalty: 2638.097168
	Iteration 0F: 2 clusters Score -7492058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7464093.000000 Penalty: 5276.194336
	Iteration 0F: 3 clusters Score -7464093 nChanged 19228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -7474949.500000 Penalty: 5276.194336
	Iteration 1F: 3 clusters Score -7474950 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7475629.000000 Penalty: 5276.194336
	Iteration 2Q: 3 clusters Score -7475629 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7476371.000000 Penalty: 5276.194336
	Iteration 3Q: 3 clusters Score -7476371 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -7477288.500000 Penalty: 5276.194336
	Iteration 4Q: 3 clusters Score -7477288 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -7478438.500000 Penalty: 5276.194336
	Iteration 5Q: 3 clusters Score -7478438 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -7479768.500000 Penalty: 5276.194336
	Iteration 6F: 3 clusters Score -7479768 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -7481535.500000 Penalty: 5276.194336
	Iteration 7F: 3 clusters Score -7481536 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7483500.500000 Penalty: 5276.194336
	Iteration 8F: 3 clusters Score -7483500 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -7485512.500000 Penalty: 5276.194336
	Iteration 9F: 3 clusters Score -7485512 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -7487190.000000 Penalty: 5276.194336
	Iteration 10F: 3 clusters Score -7487190 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7488219.500000 Penalty: 5276.194336
	Iteration 11Q: 3 clusters Score -7488220 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7488938.000000 Penalty: 5276.194336
	Iteration 12Q: 3 clusters Score -7488938 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -7489307.500000 Penalty: 5276.194336
	Iteration 13Q: 3 clusters Score -7489308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -7489473.000000 Penalty: 5276.194336
	Iteration 14Q: 3 clusters Score -7489473 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -7489582.500000 Penalty: 5276.194336
	Iteration 15Q: 3 clusters Score -7489582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -7489650.500000 Penalty: 5276.194336
	Iteration 16Q: 3 clusters Score -7489650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -7489687.000000 Penalty: 5276.194336
	Iteration 17Q: 3 clusters Score -7489687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -7489715.500000 Penalty: 5276.194336
	Iteration 18Q: 3 clusters Score -7489716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7489738.000000 Penalty: 5276.194336
	Iteration 19Q: 3 clusters Score -7489738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -7489755.000000 Penalty: 5276.194336
	Iteration 20F: 3 clusters Score -7489755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -7489766.500000 Penalty: 5276.194336
	Iteration 21Q: 3 clusters Score -7489766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -7489766.500000 Penalty: 5276.194336
	Iteration 22Q: 3 clusters Score -7489766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -7489777.500000 Penalty: 5276.194336
	Iteration 23Q: 3 clusters Score -7489778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -7489777.500000 Penalty: 5276.194336
	Iteration 24F: 3 clusters Score -7489778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Entering Unmasked Estep 
Score: -7586396.500000 Penalty: 2643.338379
	Iteration 0F: 2 clusters Score -7586396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -7558074.500000 Penalty: 5286.676758
	Iteration 0F: 3 clusters Score -7558074 nChanged 19426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -7568390.500000 Penalty: 5286.676758
	Iteration 1F: 3 clusters Score -7568390 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -7568938.000000 Penalty: 5286.676758
	Iteration 2Q: 3 clusters Score -7568938 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -7569475.000000 Penalty: 5286.676758
	Iteration 3Q: 3 clusters Score -7569475 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -7570294.000000 Penalty: 5286.676758
	Iteration 4Q: 3 clusters Score -7570294 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -7571242.500000 Penalty: 5286.676758
	Iteration 5F: 3 clusters Score -7571242 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -7572618.000000 Penalty: 5286.676758
	Iteration 6F: 3 clusters Score -7572618 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -7574351.000000 Penalty: 5286.676758
	Iteration 7F: 3 clusters Score -7574351 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -7576471.000000 Penalty: 5286.676758
	Iteration 8F: 3 clusters Score -7576471 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -7578639.500000 Penalty: 5286.676758
	Iteration 9F: 3 clusters Score -7578640 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -7580503.500000 Penalty: 5286.676758
	Iteration 10F: 3 clusters Score -7580504 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -7582028.500000 Penalty: 5286.676758
	Iteration 11Q: 3 clusters Score -7582028 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7582988.500000 Penalty: 5286.676758
	Iteration 12Q: 3 clusters Score -7582988 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7583598.500000 Penalty: 5286.676758
	Iteration 13Q: 3 clusters Score -7583598 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7583935.500000 Penalty: 5286.676758
	Iteration 14Q: 3 clusters Score -7583936 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7584107.500000 Penalty: 5286.676758
	Iteration 15Q: 3 clusters Score -7584108 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7584214.000000 Penalty: 5286.676758
	Iteration 16Q: 3 clusters Score -7584214 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7584306.500000 Penalty: 5286.676758
	Iteration 17Q: 3 clusters Score -7584306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7584364.000000 Penalty: 5286.676758
	Iteration 18Q: 3 clusters Score -7584364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7584414.500000 Penalty: 5286.676758
	Iteration 19Q: 3 clusters Score -7584414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7584439.500000 Penalty: 5286.676758
	Iteration 20F: 3 clusters Score -7584440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7584446.000000 Penalty: 5286.676758
	Iteration 21Q: 3 clusters Score -7584446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7584455.000000 Penalty: 5286.676758
	Iteration 22Q: 3 clusters Score -7584455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7584473.000000 Penalty: 5286.676758
	Iteration 23Q: 3 clusters Score -7584473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7584473.500000 Penalty: 5286.676758
	Iteration 24Q: 3 clusters Score -7584474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7584483.000000 Penalty: 5286.676758
	Iteration 25Q: 3 clusters Score -7584483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7584484.500000 Penalty: 5286.676758
	Iteration 26Q: 3 clusters Score -7584484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7584496.500000 Penalty: 5286.676758
	Iteration 27Q: 3 clusters Score -7584496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7584492.500000 Penalty: 5286.676758
	Iteration 28Q: 3 clusters Score -7584492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7584496.500000 Penalty: 5286.676758
	Iteration 29Q: 3 clusters Score -7584496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7584491.500000 Penalty: 5286.676758
	Iteration 30Q: 3 clusters Score -7584492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7584483.500000 Penalty: 5286.676758
	Iteration 31Q: 3 clusters Score -7584484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7584483.500000 Penalty: 5286.676758
	Iteration 32F: 3 clusters Score -7584484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Entering Unmasked Estep 
Score: -4966260.500000 Penalty: 2538.871338
	Iteration 0F: 2 clusters Score -4966260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4947069.500000 Penalty: 5077.742676
	Iteration 0F: 3 clusters Score -4947070 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4953733.000000 Penalty: 5077.742676
	Iteration 1F: 3 clusters Score -4953733 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4954104.000000 Penalty: 5077.742676
	Iteration 2Q: 3 clusters Score -4954104 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4954458.500000 Penalty: 5077.742676
	Iteration 3Q: 3 clusters Score -4954458 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4954774.500000 Penalty: 5077.742676
	Iteration 4Q: 3 clusters Score -4954774 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4955062.500000 Penalty: 5077.742676
	Iteration 5Q: 3 clusters Score -4955062 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4955348.500000 Penalty: 5077.742676
	Iteration 6Q: 3 clusters Score -4955348 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4955671.500000 Penalty: 5077.742676
	Iteration 7Q: 3 clusters Score -4955672 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4956178.500000 Penalty: 5077.742676
	Iteration 8Q: 3 clusters Score -4956178 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4956822.000000 Penalty: 5077.742676
	Iteration 9Q: 3 clusters Score -4956822 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4957841.000000 Penalty: 5077.742676
	Iteration 10F: 3 clusters Score -4957841 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4959161.500000 Penalty: 5077.742676
	Iteration 11F: 3 clusters Score -4959162 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -4960595.500000 Penalty: 5077.742676
	Iteration 12F: 3 clusters Score -4960596 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4961930.000000 Penalty: 5077.742676
	Iteration 13F: 3 clusters Score -4961930 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4962906.500000 Penalty: 5077.742676
	Iteration 14Q: 3 clusters Score -4962906 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4963429.000000 Penalty: 5077.742676
	Iteration 15Q: 3 clusters Score -4963429 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4963731.000000 Penalty: 5077.742676
	Iteration 16Q: 3 clusters Score -4963731 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -4963865.500000 Penalty: 5077.742676
	Iteration 17Q: 3 clusters Score -4963866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -4963956.000000 Penalty: 5077.742676
	Iteration 18Q: 3 clusters Score -4963956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -4964011.500000 Penalty: 5077.742676
	Iteration 19Q: 3 clusters Score -4964012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4964049.000000 Penalty: 5077.742676
	Iteration 20F: 3 clusters Score -4964049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4964071.500000 Penalty: 5077.742676
	Iteration 21Q: 3 clusters Score -4964072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -4964078.000000 Penalty: 5077.742676
	Iteration 22Q: 3 clusters Score -4964078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4964100.500000 Penalty: 5077.742676
	Iteration 23Q: 3 clusters Score -4964100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -4964096.500000 Penalty: 5077.742676
	Iteration 24Q: 3 clusters Score -4964096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4964097.500000 Penalty: 5077.742676
	Iteration 25Q: 3 clusters Score -4964098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -4964099.500000 Penalty: 5077.742676
	Iteration 26Q: 3 clusters Score -4964100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -4964099.500000 Penalty: 5077.742676
	Iteration 27F: 3 clusters Score -4964100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Entering Unmasked Estep 
Score: -7214595.500000 Penalty: 2629.085205
	Iteration 0F: 2 clusters Score -7214596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -7187567.000000 Penalty: 5258.170410
	Iteration 0F: 3 clusters Score -7187567 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -7197544.000000 Penalty: 5258.170410
	Iteration 1F: 3 clusters Score -7197544 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -7197992.500000 Penalty: 5258.170410
	Iteration 2Q: 3 clusters Score -7197992 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -7198373.500000 Penalty: 5258.170410
	Iteration 3Q: 3 clusters Score -7198374 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -7198783.500000 Penalty: 5258.170410
	Iteration 4Q: 3 clusters Score -7198784 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -7199228.000000 Penalty: 5258.170410
	Iteration 5Q: 3 clusters Score -7199228 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -7199818.000000 Penalty: 5258.170410
	Iteration 6Q: 3 clusters Score -7199818 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -7200672.500000 Penalty: 5258.170410
	Iteration 7Q: 3 clusters Score -7200672 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -7201918.000000 Penalty: 5258.170410
	Iteration 8F: 3 clusters Score -7201918 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -7203838.000000 Penalty: 5258.170410
	Iteration 9F: 3 clusters Score -7203838 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -7206174.000000 Penalty: 5258.170410
	Iteration 10F: 3 clusters Score -7206174 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -7208604.000000 Penalty: 5258.170410
	Iteration 11F: 3 clusters Score -7208604 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -7210261.500000 Penalty: 5258.170410
	Iteration 12Q: 3 clusters Score -7210262 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7211308.500000 Penalty: 5258.170410
	Iteration 13Q: 3 clusters Score -7211308 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7211813.000000 Penalty: 5258.170410
	Iteration 14Q: 3 clusters Score -7211813 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -7212038.000000 Penalty: 5258.170410
	Iteration 15Q: 3 clusters Score -7212038 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7212154.000000 Penalty: 5258.170410
	Iteration 16Q: 3 clusters Score -7212154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7212232.000000 Penalty: 5258.170410
	Iteration 17Q: 3 clusters Score -7212232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -7212291.000000 Penalty: 5258.170410
	Iteration 18Q: 3 clusters Score -7212291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -7212321.500000 Penalty: 5258.170410
	Iteration 19Q: 3 clusters Score -7212322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -7212354.000000 Penalty: 5258.170410
	Iteration 20F: 3 clusters Score -7212354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -7212370.500000 Penalty: 5258.170410
	Iteration 21Q: 3 clusters Score -7212370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7212389.000000 Penalty: 5258.170410
	Iteration 22Q: 3 clusters Score -7212389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -7212398.500000 Penalty: 5258.170410
	Iteration 23Q: 3 clusters Score -7212398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7212411.500000 Penalty: 5258.170410
	Iteration 24Q: 3 clusters Score -7212412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -7212416.500000 Penalty: 5258.170410
	Iteration 25Q: 3 clusters Score -7212416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -7212426.500000 Penalty: 5258.170410
	Iteration 26Q: 3 clusters Score -7212426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7212431.500000 Penalty: 5258.170410
	Iteration 27Q: 3 clusters Score -7212432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7212433.000000 Penalty: 5258.170410
	Iteration 28Q: 3 clusters Score -7212433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7212440.500000 Penalty: 5258.170410
	Iteration 29Q: 3 clusters Score -7212440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -7212437.000000 Penalty: 5258.170410
	Iteration 30Q: 3 clusters Score -7212437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -7212448.500000 Penalty: 5258.170410
	Iteration 31Q: 3 clusters Score -7212448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -7212454.500000 Penalty: 5258.170410
	Iteration 32Q: 3 clusters Score -7212454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -7212450.000000 Penalty: 5258.170410
	Iteration 33Q: 3 clusters Score -7212450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7212454.000000 Penalty: 5258.170410
	Iteration 34Q: 3 clusters Score -7212454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7212454.000000 Penalty: 5258.170410
	Iteration 35F: 3 clusters Score -7212454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Entering Unmasked Estep 
Score: -3099245.500000 Penalty: 2423.698975
	Iteration 0F: 2 clusters Score -3099246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3086762.750000 Penalty: 4847.397949
	Iteration 0F: 3 clusters Score -3086763 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3090892.250000 Penalty: 4847.397949
	Iteration 1F: 3 clusters Score -3090892 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3091262.250000 Penalty: 4847.397949
	Iteration 2F: 3 clusters Score -3091262 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3091550.250000 Penalty: 4847.397949
	Iteration 3Q: 3 clusters Score -3091550 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3091813.250000 Penalty: 4847.397949
	Iteration 4Q: 3 clusters Score -3091813 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3092041.500000 Penalty: 4847.397949
	Iteration 5Q: 3 clusters Score -3092042 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3092258.250000 Penalty: 4847.397949
	Iteration 6Q: 3 clusters Score -3092258 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3092455.250000 Penalty: 4847.397949
	Iteration 7Q: 3 clusters Score -3092455 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3092673.000000 Penalty: 4847.397949
	Iteration 8Q: 3 clusters Score -3092673 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3092915.250000 Penalty: 4847.397949
	Iteration 9Q: 3 clusters Score -3092915 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3093189.750000 Penalty: 4847.397949
	Iteration 10Q: 3 clusters Score -3093190 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3093475.750000 Penalty: 4847.397949
	Iteration 11Q: 3 clusters Score -3093476 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3093779.250000 Penalty: 4847.397949
	Iteration 12Q: 3 clusters Score -3093779 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3094140.500000 Penalty: 4847.397949
	Iteration 13Q: 3 clusters Score -3094140 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3094529.000000 Penalty: 4847.397949
	Iteration 14Q: 3 clusters Score -3094529 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3094922.750000 Penalty: 4847.397949
	Iteration 15Q: 3 clusters Score -3094923 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3095293.500000 Penalty: 4847.397949
	Iteration 16Q: 3 clusters Score -3095294 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3095589.750000 Penalty: 4847.397949
	Iteration 17Q: 3 clusters Score -3095590 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3095799.500000 Penalty: 4847.397949
	Iteration 18Q: 3 clusters Score -3095800 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3095960.000000 Penalty: 4847.397949
	Iteration 19Q: 3 clusters Score -3095960 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3096147.250000 Penalty: 4847.397949
	Iteration 20F: 3 clusters Score -3096147 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3096384.750000 Penalty: 4847.397949
	Iteration 21Q: 3 clusters Score -3096385 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -3096642.750000 Penalty: 4847.397949
	Iteration 22Q: 3 clusters Score -3096643 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3096945.500000 Penalty: 4847.397949
	Iteration 23Q: 3 clusters Score -3096946 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3097230.750000 Penalty: 4847.397949
	Iteration 24Q: 3 clusters Score -3097231 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3097462.750000 Penalty: 4847.397949
	Iteration 25Q: 3 clusters Score -3097463 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3097635.750000 Penalty: 4847.397949
	Iteration 26Q: 3 clusters Score -3097636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3097747.250000 Penalty: 4847.397949
	Iteration 27Q: 3 clusters Score -3097747 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3097832.250000 Penalty: 4847.397949
	Iteration 28Q: 3 clusters Score -3097832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3097891.500000 Penalty: 4847.397949
	Iteration 29Q: 3 clusters Score -3097892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3097913.000000 Penalty: 4847.397949
	Iteration 30Q: 3 clusters Score -3097913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3097928.500000 Penalty: 4847.397949
	Iteration 31Q: 3 clusters Score -3097928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3097937.250000 Penalty: 4847.397949
	Iteration 32Q: 3 clusters Score -3097937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3097943.750000 Penalty: 4847.397949
	Iteration 33Q: 3 clusters Score -3097944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3097957.000000 Penalty: 4847.397949
	Iteration 34Q: 3 clusters Score -3097957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3097970.750000 Penalty: 4847.397949
	Iteration 35Q: 3 clusters Score -3097971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3097973.250000 Penalty: 4847.397949
	Iteration 36Q: 3 clusters Score -3097973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3097975.250000 Penalty: 4847.397949
	Iteration 37Q: 3 clusters Score -3097975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3097980.000000 Penalty: 4847.397949
	Iteration 38Q: 3 clusters Score -3097980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3097985.500000 Penalty: 4847.397949
	Iteration 39Q: 3 clusters Score -3097986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3098005.250000 Penalty: 4847.397949
	Iteration 40F: 3 clusters Score -3098005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3097997.750000 Penalty: 4847.397949
	Iteration 41Q: 3 clusters Score -3097998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3098001.250000 Penalty: 4847.397949
	Iteration 42Q: 3 clusters Score -3098001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3098002.500000 Penalty: 4847.397949
	Iteration 43Q: 3 clusters Score -3098002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3098003.250000 Penalty: 4847.397949
	Iteration 44Q: 3 clusters Score -3098003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3098008.750000 Penalty: 4847.397949
	Iteration 45Q: 3 clusters Score -3098009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3098007.500000 Penalty: 4847.397949
	Iteration 46Q: 3 clusters Score -3098008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3098007.500000 Penalty: 4847.397949
	Iteration 47F: 3 clusters Score -3098008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -958552.875000 Penalty: 2134.906982
	Iteration 0F: 2 clusters Score -958552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -953679.125000 Penalty: 4269.813965
	Iteration 0F: 3 clusters Score -953679.1 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -954864.750000 Penalty: 4269.813965
	Iteration 1F: 3 clusters Score -954864.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -955113.812500 Penalty: 4269.813965
	Iteration 2F: 3 clusters Score -955113.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -955297.250000 Penalty: 4269.813965
	Iteration 3F: 3 clusters Score -955297.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -955427.250000 Penalty: 4269.813965
	Iteration 4Q: 3 clusters Score -955427.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -955545.125000 Penalty: 4269.813965
	Iteration 5Q: 3 clusters Score -955545.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -955684.687500 Penalty: 4269.813965
	Iteration 6Q: 3 clusters Score -955684.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -955865.812500 Penalty: 4269.813965
	Iteration 7Q: 3 clusters Score -955865.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -956026.687500 Penalty: 4269.813965
	Iteration 8Q: 3 clusters Score -956026.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -956197.937500 Penalty: 4269.813965
	Iteration 9Q: 3 clusters Score -956197.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -956344.375000 Penalty: 4269.813965
	Iteration 10Q: 3 clusters Score -956344.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -956462.375000 Penalty: 4269.813965
	Iteration 11Q: 3 clusters Score -956462.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -956550.375000 Penalty: 4269.813965
	Iteration 12Q: 3 clusters Score -956550.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -956639.937500 Penalty: 4269.813965
	Iteration 13Q: 3 clusters Score -956639.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -956714.437500 Penalty: 4269.813965
	Iteration 14Q: 3 clusters Score -956714.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -956791.562500 Penalty: 4269.813965
	Iteration 15Q: 3 clusters Score -956791.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -956863.750000 Penalty: 4269.813965
	Iteration 16Q: 3 clusters Score -956863.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -956934.437500 Penalty: 4269.813965
	Iteration 17Q: 3 clusters Score -956934.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -956991.937500 Penalty: 4269.813965
	Iteration 18Q: 3 clusters Score -956991.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -957056.250000 Penalty: 4269.813965
	Iteration 19Q: 3 clusters Score -957056.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -957111.625000 Penalty: 4269.813965
	Iteration 20F: 3 clusters Score -957111.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -957161.625000 Penalty: 4269.813965
	Iteration 21Q: 3 clusters Score -957161.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -957202.437500 Penalty: 4269.813965
	Iteration 22Q: 3 clusters Score -957202.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -957244.625000 Penalty: 4269.813965
	Iteration 23Q: 3 clusters Score -957244.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -957274.687500 Penalty: 4269.813965
	Iteration 24Q: 3 clusters Score -957274.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -957299.625000 Penalty: 4269.813965
	Iteration 25Q: 3 clusters Score -957299.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -957320.312500 Penalty: 4269.813965
	Iteration 26Q: 3 clusters Score -957320.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -957340.125000 Penalty: 4269.813965
	Iteration 27Q: 3 clusters Score -957340.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -957357.125000 Penalty: 4269.813965
	Iteration 28Q: 3 clusters Score -957357.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -957371.687500 Penalty: 4269.813965
	Iteration 29Q: 3 clusters Score -957371.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -957386.437500 Penalty: 4269.813965
	Iteration 30Q: 3 clusters Score -957386.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -957401.000000 Penalty: 4269.813965
	Iteration 31Q: 3 clusters Score -957401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -957416.437500 Penalty: 4269.813965
	Iteration 32Q: 3 clusters Score -957416.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -957435.312500 Penalty: 4269.813965
	Iteration 33Q: 3 clusters Score -957435.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -957446.250000 Penalty: 4269.813965
	Iteration 34Q: 3 clusters Score -957446.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -957460.562500 Penalty: 4269.813965
	Iteration 35Q: 3 clusters Score -957460.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -957471.250000 Penalty: 4269.813965
	Iteration 36Q: 3 clusters Score -957471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -957481.750000 Penalty: 4269.813965
	Iteration 37Q: 3 clusters Score -957481.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -957496.125000 Penalty: 4269.813965
	Iteration 38Q: 3 clusters Score -957496.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -957508.250000 Penalty: 4269.813965
	Iteration 39Q: 3 clusters Score -957508.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -957517.562500 Penalty: 4269.813965
	Iteration 40F: 3 clusters Score -957517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -957524.437500 Penalty: 4269.813965
	Iteration 41Q: 3 clusters Score -957524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -957529.500000 Penalty: 4269.813965
	Iteration 42Q: 3 clusters Score -957529.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -957535.312500 Penalty: 4269.813965
	Iteration 43Q: 3 clusters Score -957535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -957540.812500 Penalty: 4269.813965
	Iteration 44Q: 3 clusters Score -957540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -957543.500000 Penalty: 4269.813965
	Iteration 45Q: 3 clusters Score -957543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -957547.437500 Penalty: 4269.813965
	Iteration 46Q: 3 clusters Score -957547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -957550.125000 Penalty: 4269.813965
	Iteration 47Q: 3 clusters Score -957550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -957552.187500 Penalty: 4269.813965
	Iteration 48Q: 3 clusters Score -957552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -957556.562500 Penalty: 4269.813965
	Iteration 49Q: 3 clusters Score -957556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -957561.875000 Penalty: 4269.813965
	Iteration 50Q: 3 clusters Score -957561.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -957564.937500 Penalty: 4269.813965
	Iteration 51Q: 3 clusters Score -957564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -957566.937500 Penalty: 4269.813965
	Iteration 52Q: 3 clusters Score -957566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -957571.375000 Penalty: 4269.813965
	Iteration 53Q: 3 clusters Score -957571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -957572.687500 Penalty: 4269.813965
	Iteration 54Q: 3 clusters Score -957572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -957573.625000 Penalty: 4269.813965
	Iteration 55Q: 3 clusters Score -957573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -957575.625000 Penalty: 4269.813965
	Iteration 56Q: 3 clusters Score -957575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -957582.250000 Penalty: 4269.813965
	Iteration 57Q: 3 clusters Score -957582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -957584.250000 Penalty: 4269.813965
	Iteration 58Q: 3 clusters Score -957584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -957588.750000 Penalty: 4269.813965
	Iteration 59Q: 3 clusters Score -957588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -957590.000000 Penalty: 4269.813965
	Iteration 60F: 3 clusters Score -957590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -957593.562500 Penalty: 4269.813965
	Iteration 61Q: 3 clusters Score -957593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -957596.062500 Penalty: 4269.813965
	Iteration 62Q: 3 clusters Score -957596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -957596.312500 Penalty: 4269.813965
	Iteration 63Q: 3 clusters Score -957596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -957597.250000 Penalty: 4269.813965
	Iteration 64Q: 3 clusters Score -957597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -957597.187500 Penalty: 4269.813965
	Iteration 65Q: 3 clusters Score -957597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -957597.937500 Penalty: 4269.813965
	Iteration 66Q: 3 clusters Score -957597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -957599.687500 Penalty: 4269.813965
	Iteration 67Q: 3 clusters Score -957599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -957599.187500 Penalty: 4269.813965
	Iteration 68Q: 3 clusters Score -957599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -957600.375000 Penalty: 4269.813965
	Iteration 69Q: 3 clusters Score -957600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -957601.187500 Penalty: 4269.813965
	Iteration 70Q: 3 clusters Score -957601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -957602.062500 Penalty: 4269.813965
	Iteration 71Q: 3 clusters Score -957602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -957605.125000 Penalty: 4269.813965
	Iteration 72Q: 3 clusters Score -957605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -957605.250000 Penalty: 4269.813965
	Iteration 73Q: 3 clusters Score -957605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -957606.000000 Penalty: 4269.813965
	Iteration 74Q: 3 clusters Score -957606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -957607.062500 Penalty: 4269.813965
	Iteration 75Q: 3 clusters Score -957607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -957607.562500 Penalty: 4269.813965
	Iteration 76Q: 3 clusters Score -957607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -957605.750000 Penalty: 4269.813965
	Iteration 77Q: 3 clusters Score -957605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -957606.562500 Penalty: 4269.813965
	Iteration 78Q: 3 clusters Score -957606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -957608.000000 Penalty: 4269.813965
	Iteration 79Q: 3 clusters Score -957608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -957607.250000 Penalty: 4269.813965
	Iteration 80F: 3 clusters Score -957607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Entering Unmasked Estep 
Score: -1451536.875000 Penalty: 2234.282227
	Iteration 0F: 2 clusters Score -1451537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1445021.750000 Penalty: 4468.564453
	Iteration 0F: 3 clusters Score -1445022 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1446884.500000 Penalty: 4468.564453
	Iteration 1F: 3 clusters Score -1446884 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1447186.875000 Penalty: 4468.564453
	Iteration 2F: 3 clusters Score -1447187 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1447410.625000 Penalty: 4468.564453
	Iteration 3F: 3 clusters Score -1447411 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1447566.500000 Penalty: 4468.564453
	Iteration 4Q: 3 clusters Score -1447566 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1447698.625000 Penalty: 4468.564453
	Iteration 5Q: 3 clusters Score -1447699 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1447803.625000 Penalty: 4468.564453
	Iteration 6Q: 3 clusters Score -1447804 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1447903.250000 Penalty: 4468.564453
	Iteration 7Q: 3 clusters Score -1447903 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1448012.000000 Penalty: 4468.564453
	Iteration 8Q: 3 clusters Score -1448012 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1448148.000000 Penalty: 4468.564453
	Iteration 9Q: 3 clusters Score -1448148 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1448278.125000 Penalty: 4468.564453
	Iteration 10Q: 3 clusters Score -1448278 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1448394.625000 Penalty: 4468.564453
	Iteration 11Q: 3 clusters Score -1448395 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1448527.375000 Penalty: 4468.564453
	Iteration 12Q: 3 clusters Score -1448527 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1448679.000000 Penalty: 4468.564453
	Iteration 13Q: 3 clusters Score -1448679 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1448824.625000 Penalty: 4468.564453
	Iteration 14Q: 3 clusters Score -1448825 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1448975.250000 Penalty: 4468.564453
	Iteration 15Q: 3 clusters Score -1448975 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1449093.375000 Penalty: 4468.564453
	Iteration 16Q: 3 clusters Score -1449093 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1449179.500000 Penalty: 4468.564453
	Iteration 17Q: 3 clusters Score -1449180 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1449264.625000 Penalty: 4468.564453
	Iteration 18Q: 3 clusters Score -1449265 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1449351.750000 Penalty: 4468.564453
	Iteration 19Q: 3 clusters Score -1449352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1449423.375000 Penalty: 4468.564453
	Iteration 20F: 3 clusters Score -1449423 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1449487.250000 Penalty: 4468.564453
	Iteration 21Q: 3 clusters Score -1449487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1449520.000000 Penalty: 4468.564453
	Iteration 22Q: 3 clusters Score -1449520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1449546.500000 Penalty: 4468.564453
	Iteration 23Q: 3 clusters Score -1449546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1449574.000000 Penalty: 4468.564453
	Iteration 24Q: 3 clusters Score -1449574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1449597.500000 Penalty: 4468.564453
	Iteration 25Q: 3 clusters Score -1449598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1449616.125000 Penalty: 4468.564453
	Iteration 26Q: 3 clusters Score -1449616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1449626.250000 Penalty: 4468.564453
	Iteration 27Q: 3 clusters Score -1449626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1449633.875000 Penalty: 4468.564453
	Iteration 28Q: 3 clusters Score -1449634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1449637.125000 Penalty: 4468.564453
	Iteration 29Q: 3 clusters Score -1449637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1449639.250000 Penalty: 4468.564453
	Iteration 30Q: 3 clusters Score -1449639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1449640.750000 Penalty: 4468.564453
	Iteration 31Q: 3 clusters Score -1449641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1449644.875000 Penalty: 4468.564453
	Iteration 32Q: 3 clusters Score -1449645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1449645.375000 Penalty: 4468.564453
	Iteration 33Q: 3 clusters Score -1449645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1449650.000000 Penalty: 4468.564453
	Iteration 34Q: 3 clusters Score -1449650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1449647.000000 Penalty: 4468.564453
	Iteration 35Q: 3 clusters Score -1449647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1449647.000000 Penalty: 4468.564453
	Iteration 36F: 3 clusters Score -1449647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -143493.406250 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -143493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -141689.421875 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -141689.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142783.343750 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -142783.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -143330.468750 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -143330.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -143637.000000 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -143637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -143785.703125 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -143785.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143855.250000 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -143855.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143899.265625 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -143899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143925.562500 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -143925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143947.843750 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -143947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -143973.015625 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -143973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143983.031250 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -143983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -143990.265625 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -143990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143995.609375 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -143995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143996.812500 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -143996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144001.765625 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -144001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144018.015625 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -144018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144025.890625 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -144025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144030.890625 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -144030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144031.390625 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -144031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144031.390625 Penalty: 3507.921387
	Iteration 19F: 3 clusters Score -144031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38471 members 
Mstep: Class 7 contains 24592 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 27928 members 
Mstep: Class 11 contains 40181 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 47552 members 
Mstep: Class 17 contains 47884 members 
Mstep: Class 18 contains 13920 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 46056 members 
Mstep: Class 21 contains 43887 members 
Mstep: Class 22 contains 14830 members 
Mstep: Class 23 contains 34425 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 39237 members 
Mstep: Class 27 contains 49254 members 
Mstep: Class 28 contains 35089 members 
Mstep: Class 29 contains 42422 members 
Mstep: Class 30 contains 11939 members 
Mstep: Class 31 contains 44750 members 
Mstep: Class 32 contains 10251 members 
Mstep: Class 33 contains 44946 members 
Mstep: Class 34 contains 23084 members 
Mstep: Class 35 contains 547 members 
Mstep: Class 36 contains 42115 members 
Mstep: Class 37 contains 68509 members 
Mstep: Class 38 contains 43552 members 
Mstep: Class 39 contains 45307 members 
Mstep: Class 40 contains 552 members 
Entering Unmasked Estep 
Score: -196415808.000000 Penalty: 138191.531250
Splitting cluster 15 changes total score from -196416400.000000 to -196415808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (47552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Entering Unmasked Estep 
Score: -8604538.000000 Penalty: 2670.855469
	Iteration 0F: 2 clusters Score -8604538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8574630.000000 Penalty: 5341.710938
	Iteration 0F: 3 clusters Score -8574630 nChanged 21930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -8586991.000000 Penalty: 5341.710938
	Iteration 1F: 3 clusters Score -8586991 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -8587618.000000 Penalty: 5341.710938
	Iteration 2Q: 3 clusters Score -8587618 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -8588199.000000 Penalty: 5341.710938
	Iteration 3Q: 3 clusters Score -8588199 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -8588785.000000 Penalty: 5341.710938
	Iteration 4Q: 3 clusters Score -8588785 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -8589439.000000 Penalty: 5341.710938
	Iteration 5Q: 3 clusters Score -8589439 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -8590528.000000 Penalty: 5341.710938
	Iteration 6Q: 3 clusters Score -8590528 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -8592121.000000 Penalty: 5341.710938
	Iteration 7F: 3 clusters Score -8592121 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8594414.000000 Penalty: 5341.710938
	Iteration 8F: 3 clusters Score -8594414 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -8597072.000000 Penalty: 5341.710938
	Iteration 9F: 3 clusters Score -8597072 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8599383.000000 Penalty: 5341.710938
	Iteration 10F: 3 clusters Score -8599383 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8600784.000000 Penalty: 5341.710938
	Iteration 11Q: 3 clusters Score -8600784 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8601460.000000 Penalty: 5341.710938
	Iteration 12Q: 3 clusters Score -8601460 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -8601820.000000 Penalty: 5341.710938
	Iteration 13Q: 3 clusters Score -8601820 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8602038.000000 Penalty: 5341.710938
	Iteration 14Q: 3 clusters Score -8602038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8602134.000000 Penalty: 5341.710938
	Iteration 15Q: 3 clusters Score -8602134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8602199.000000 Penalty: 5341.710938
	Iteration 16Q: 3 clusters Score -8602199 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -8602240.000000 Penalty: 5341.710938
	Iteration 17Q: 3 clusters Score -8602240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -8602260.000000 Penalty: 5341.710938
	Iteration 18Q: 3 clusters Score -8602260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -8602287.000000 Penalty: 5341.710938
	Iteration 19Q: 3 clusters Score -8602287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -8602294.000000 Penalty: 5341.710938
	Iteration 20F: 3 clusters Score -8602294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -8602327.000000 Penalty: 5341.710938
	Iteration 21Q: 3 clusters Score -8602327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -8602352.000000 Penalty: 5341.710938
	Iteration 22Q: 3 clusters Score -8602352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8602367.000000 Penalty: 5341.710938
	Iteration 23Q: 3 clusters Score -8602367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8602393.000000 Penalty: 5341.710938
	Iteration 24Q: 3 clusters Score -8602393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -8602403.000000 Penalty: 5341.710938
	Iteration 25Q: 3 clusters Score -8602403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -8602407.000000 Penalty: 5341.710938
	Iteration 26Q: 3 clusters Score -8602407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -8602409.000000 Penalty: 5341.710938
	Iteration 27Q: 3 clusters Score -8602409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8602418.000000 Penalty: 5341.710938
	Iteration 28Q: 3 clusters Score -8602418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -8602427.000000 Penalty: 5341.710938
	Iteration 29Q: 3 clusters Score -8602427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -8602431.000000 Penalty: 5341.710938
	Iteration 30Q: 3 clusters Score -8602431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8602428.000000 Penalty: 5341.710938
	Iteration 31Q: 3 clusters Score -8602428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -8602424.000000 Penalty: 5341.710938
	Iteration 32Q: 3 clusters Score -8602424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -8602430.000000 Penalty: 5341.710938
	Iteration 33Q: 3 clusters Score -8602430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -8602437.000000 Penalty: 5341.710938
	Iteration 34Q: 3 clusters Score -8602437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -8602434.000000 Penalty: 5341.710938
	Iteration 35Q: 3 clusters Score -8602434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -8602439.000000 Penalty: 5341.710938
	Iteration 36Q: 3 clusters Score -8602439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -8602441.000000 Penalty: 5341.710938
	Iteration 37Q: 3 clusters Score -8602441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -8602434.000000 Penalty: 5341.710938
	Iteration 38Q: 3 clusters Score -8602434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -8602435.000000 Penalty: 5341.710938
	Iteration 39Q: 3 clusters Score -8602435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -8602438.000000 Penalty: 5341.710938
	Iteration 40F: 3 clusters Score -8602438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8602446.000000 Penalty: 5341.710938
	Iteration 41Q: 3 clusters Score -8602446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8602446.000000 Penalty: 5341.710938
	Iteration 42F: 3 clusters Score -8602446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Entering Unmasked Estep 
Score: -8617271.000000 Penalty: 2672.581055
	Iteration 0F: 2 clusters Score -8617271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -8586994.000000 Penalty: 5345.162109
	Iteration 0F: 3 clusters Score -8586994 nChanged 22045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -8598949.000000 Penalty: 5345.162109
	Iteration 1F: 3 clusters Score -8598949 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -8599400.000000 Penalty: 5345.162109
	Iteration 2Q: 3 clusters Score -8599400 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -8599855.000000 Penalty: 5345.162109
	Iteration 3Q: 3 clusters Score -8599855 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -8600404.000000 Penalty: 5345.162109
	Iteration 4Q: 3 clusters Score -8600404 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -8601167.000000 Penalty: 5345.162109
	Iteration 5Q: 3 clusters Score -8601167 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -8602436.000000 Penalty: 5345.162109
	Iteration 6F: 3 clusters Score -8602436 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -8604351.000000 Penalty: 5345.162109
	Iteration 7F: 3 clusters Score -8604351 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8607179.000000 Penalty: 5345.162109
	Iteration 8F: 3 clusters Score -8607179 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -8610348.000000 Penalty: 5345.162109
	Iteration 9F: 3 clusters Score -8610348 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8612728.000000 Penalty: 5345.162109
	Iteration 10F: 3 clusters Score -8612728 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -8613916.000000 Penalty: 5345.162109
	Iteration 11Q: 3 clusters Score -8613916 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -8614556.000000 Penalty: 5345.162109
	Iteration 12Q: 3 clusters Score -8614556 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -8614757.000000 Penalty: 5345.162109
	Iteration 13Q: 3 clusters Score -8614757 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8614868.000000 Penalty: 5345.162109
	Iteration 14Q: 3 clusters Score -8614868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -8614941.000000 Penalty: 5345.162109
	Iteration 15Q: 3 clusters Score -8614941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -8614957.000000 Penalty: 5345.162109
	Iteration 16Q: 3 clusters Score -8614957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -8614990.000000 Penalty: 5345.162109
	Iteration 17Q: 3 clusters Score -8614990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -8615022.000000 Penalty: 5345.162109
	Iteration 18Q: 3 clusters Score -8615022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -8615030.000000 Penalty: 5345.162109
	Iteration 19Q: 3 clusters Score -8615030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -8615030.000000 Penalty: 5345.162109
	Iteration 20F: 3 clusters Score -8615030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -8615038.000000 Penalty: 5345.162109
	Iteration 21Q: 3 clusters Score -8615038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -8615051.000000 Penalty: 5345.162109
	Iteration 22Q: 3 clusters Score -8615051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -8615056.000000 Penalty: 5345.162109
	Iteration 23Q: 3 clusters Score -8615056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -8615068.000000 Penalty: 5345.162109
	Iteration 24Q: 3 clusters Score -8615068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -8615083.000000 Penalty: 5345.162109
	Iteration 25Q: 3 clusters Score -8615083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -8615102.000000 Penalty: 5345.162109
	Iteration 26Q: 3 clusters Score -8615102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -8615114.000000 Penalty: 5345.162109
	Iteration 27Q: 3 clusters Score -8615114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -8615114.000000 Penalty: 5345.162109
	Iteration 28Q: 3 clusters Score -8615114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -8615116.000000 Penalty: 5345.162109
	Iteration 29Q: 3 clusters Score -8615116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8615116.000000 Penalty: 5345.162109
	Iteration 30Q: 3 clusters Score -8615116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8615110.000000 Penalty: 5345.162109
	Iteration 31Q: 3 clusters Score -8615110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8615115.000000 Penalty: 5345.162109
	Iteration 32Q: 3 clusters Score -8615115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8615115.000000 Penalty: 5345.162109
	Iteration 33F: 3 clusters Score -8615115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Entering Unmasked Estep 
Score: -2402456.750000 Penalty: 2366.188477
	Iteration 0F: 2 clusters Score -2402457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2392428.000000 Penalty: 4732.376953
	Iteration 0F: 3 clusters Score -2392428 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2395773.500000 Penalty: 4732.376953
	Iteration 1F: 3 clusters Score -2395774 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2396258.750000 Penalty: 4732.376953
	Iteration 2F: 3 clusters Score -2396259 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2396673.750000 Penalty: 4732.376953
	Iteration 3F: 3 clusters Score -2396674 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2397082.000000 Penalty: 4732.376953
	Iteration 4F: 3 clusters Score -2397082 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2397506.000000 Penalty: 4732.376953
	Iteration 5F: 3 clusters Score -2397506 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2397989.500000 Penalty: 4732.376953
	Iteration 6F: 3 clusters Score -2397990 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2398526.500000 Penalty: 4732.376953
	Iteration 7F: 3 clusters Score -2398526 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2399089.250000 Penalty: 4732.376953
	Iteration 8F: 3 clusters Score -2399089 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2399595.250000 Penalty: 4732.376953
	Iteration 9Q: 3 clusters Score -2399595 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2399997.250000 Penalty: 4732.376953
	Iteration 10Q: 3 clusters Score -2399997 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2400232.000000 Penalty: 4732.376953
	Iteration 11Q: 3 clusters Score -2400232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2400370.500000 Penalty: 4732.376953
	Iteration 12Q: 3 clusters Score -2400370 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2400461.000000 Penalty: 4732.376953
	Iteration 13Q: 3 clusters Score -2400461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2400529.000000 Penalty: 4732.376953
	Iteration 14Q: 3 clusters Score -2400529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2400586.500000 Penalty: 4732.376953
	Iteration 15Q: 3 clusters Score -2400586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2400621.500000 Penalty: 4732.376953
	Iteration 16Q: 3 clusters Score -2400622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2400645.500000 Penalty: 4732.376953
	Iteration 17Q: 3 clusters Score -2400646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2400665.250000 Penalty: 4732.376953
	Iteration 18Q: 3 clusters Score -2400665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2400679.750000 Penalty: 4732.376953
	Iteration 19Q: 3 clusters Score -2400680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2400687.250000 Penalty: 4732.376953
	Iteration 20F: 3 clusters Score -2400687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2400688.750000 Penalty: 4732.376953
	Iteration 21Q: 3 clusters Score -2400689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2400693.500000 Penalty: 4732.376953
	Iteration 22Q: 3 clusters Score -2400694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2400697.250000 Penalty: 4732.376953
	Iteration 23Q: 3 clusters Score -2400697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2400702.500000 Penalty: 4732.376953
	Iteration 24Q: 3 clusters Score -2400702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2400708.000000 Penalty: 4732.376953
	Iteration 25Q: 3 clusters Score -2400708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2400707.750000 Penalty: 4732.376953
	Iteration 26Q: 3 clusters Score -2400708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2400708.000000 Penalty: 4732.376953
	Iteration 27Q: 3 clusters Score -2400708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2400709.000000 Penalty: 4732.376953
	Iteration 28Q: 3 clusters Score -2400709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2400709.500000 Penalty: 4732.376953
	Iteration 29Q: 3 clusters Score -2400710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2400711.000000 Penalty: 4732.376953
	Iteration 30Q: 3 clusters Score -2400711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2400711.000000 Penalty: 4732.376953
	Iteration 31F: 3 clusters Score -2400711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Entering Unmasked Estep 
Score: -7755190.500000 Penalty: 2649.780762
	Iteration 0F: 2 clusters Score -7755190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -7726367.500000 Penalty: 5299.561523
	Iteration 0F: 3 clusters Score -7726368 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -7737230.000000 Penalty: 5299.561523
	Iteration 1F: 3 clusters Score -7737230 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -7737854.000000 Penalty: 5299.561523
	Iteration 2Q: 3 clusters Score -7737854 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -7738419.000000 Penalty: 5299.561523
	Iteration 3Q: 3 clusters Score -7738419 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7739007.500000 Penalty: 5299.561523
	Iteration 4Q: 3 clusters Score -7739008 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -7739550.500000 Penalty: 5299.561523
	Iteration 5Q: 3 clusters Score -7739550 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -7740131.000000 Penalty: 5299.561523
	Iteration 6Q: 3 clusters Score -7740131 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -7740758.500000 Penalty: 5299.561523
	Iteration 7Q: 3 clusters Score -7740758 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -7741416.500000 Penalty: 5299.561523
	Iteration 8Q: 3 clusters Score -7741416 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -7741998.000000 Penalty: 5299.561523
	Iteration 9Q: 3 clusters Score -7741998 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7742621.000000 Penalty: 5299.561523
	Iteration 10Q: 3 clusters Score -7742621 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -7743250.000000 Penalty: 5299.561523
	Iteration 11Q: 3 clusters Score -7743250 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7744002.000000 Penalty: 5299.561523
	Iteration 12Q: 3 clusters Score -7744002 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -7744766.500000 Penalty: 5299.561523
	Iteration 13Q: 3 clusters Score -7744766 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -7745495.500000 Penalty: 5299.561523
	Iteration 14Q: 3 clusters Score -7745496 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -7746183.000000 Penalty: 5299.561523
	Iteration 15Q: 3 clusters Score -7746183 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -7746796.500000 Penalty: 5299.561523
	Iteration 16Q: 3 clusters Score -7746796 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -7747327.000000 Penalty: 5299.561523
	Iteration 17Q: 3 clusters Score -7747327 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -7747769.500000 Penalty: 5299.561523
	Iteration 18Q: 3 clusters Score -7747770 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -7748228.500000 Penalty: 5299.561523
	Iteration 19Q: 3 clusters Score -7748228 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -7748656.000000 Penalty: 5299.561523
	Iteration 20F: 3 clusters Score -7748656 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -7748997.000000 Penalty: 5299.561523
	Iteration 21Q: 3 clusters Score -7748997 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -7749317.500000 Penalty: 5299.561523
	Iteration 22Q: 3 clusters Score -7749318 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -7749609.000000 Penalty: 5299.561523
	Iteration 23Q: 3 clusters Score -7749609 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -7749800.500000 Penalty: 5299.561523
	Iteration 24Q: 3 clusters Score -7749800 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -7749959.000000 Penalty: 5299.561523
	Iteration 25Q: 3 clusters Score -7749959 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -7750119.500000 Penalty: 5299.561523
	Iteration 26Q: 3 clusters Score -7750120 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -7750261.000000 Penalty: 5299.561523
	Iteration 27Q: 3 clusters Score -7750261 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -7750409.500000 Penalty: 5299.561523
	Iteration 28Q: 3 clusters Score -7750410 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -7750536.500000 Penalty: 5299.561523
	Iteration 29Q: 3 clusters Score -7750536 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -7750662.500000 Penalty: 5299.561523
	Iteration 30Q: 3 clusters Score -7750662 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -7750752.500000 Penalty: 5299.561523
	Iteration 31Q: 3 clusters Score -7750752 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -7750889.500000 Penalty: 5299.561523
	Iteration 32Q: 3 clusters Score -7750890 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -7751026.500000 Penalty: 5299.561523
	Iteration 33Q: 3 clusters Score -7751026 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -7751128.500000 Penalty: 5299.561523
	Iteration 34Q: 3 clusters Score -7751128 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -7751242.000000 Penalty: 5299.561523
	Iteration 35Q: 3 clusters Score -7751242 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -7751323.500000 Penalty: 5299.561523
	Iteration 36Q: 3 clusters Score -7751324 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -7751397.500000 Penalty: 5299.561523
	Iteration 37Q: 3 clusters Score -7751398 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -7751505.500000 Penalty: 5299.561523
	Iteration 38Q: 3 clusters Score -7751506 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -7751605.000000 Penalty: 5299.561523
	Iteration 39Q: 3 clusters Score -7751605 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -7751705.000000 Penalty: 5299.561523
	Iteration 40F: 3 clusters Score -7751705 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -7751787.000000 Penalty: 5299.561523
	Iteration 41Q: 3 clusters Score -7751787 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -7751936.500000 Penalty: 5299.561523
	Iteration 42Q: 3 clusters Score -7751936 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7752005.000000 Penalty: 5299.561523
	Iteration 43Q: 3 clusters Score -7752005 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -7752106.500000 Penalty: 5299.561523
	Iteration 44Q: 3 clusters Score -7752106 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -7752196.000000 Penalty: 5299.561523
	Iteration 45Q: 3 clusters Score -7752196 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7752298.500000 Penalty: 5299.561523
	Iteration 46Q: 3 clusters Score -7752298 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7752383.500000 Penalty: 5299.561523
	Iteration 47Q: 3 clusters Score -7752384 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7752467.000000 Penalty: 5299.561523
	Iteration 48Q: 3 clusters Score -7752467 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7752568.000000 Penalty: 5299.561523
	Iteration 49Q: 3 clusters Score -7752568 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7752631.000000 Penalty: 5299.561523
	Iteration 50Q: 3 clusters Score -7752631 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7752689.000000 Penalty: 5299.561523
	Iteration 51Q: 3 clusters Score -7752689 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7752742.000000 Penalty: 5299.561523
	Iteration 52Q: 3 clusters Score -7752742 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7752790.500000 Penalty: 5299.561523
	Iteration 53Q: 3 clusters Score -7752790 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7752861.500000 Penalty: 5299.561523
	Iteration 54Q: 3 clusters Score -7752862 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -7752898.000000 Penalty: 5299.561523
	Iteration 55Q: 3 clusters Score -7752898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7752939.000000 Penalty: 5299.561523
	Iteration 56Q: 3 clusters Score -7752939 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7752976.500000 Penalty: 5299.561523
	Iteration 57Q: 3 clusters Score -7752976 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7753037.500000 Penalty: 5299.561523
	Iteration 58Q: 3 clusters Score -7753038 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7753068.500000 Penalty: 5299.561523
	Iteration 59Q: 3 clusters Score -7753068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7753114.000000 Penalty: 5299.561523
	Iteration 60F: 3 clusters Score -7753114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7753140.500000 Penalty: 5299.561523
	Iteration 61Q: 3 clusters Score -7753140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7753163.500000 Penalty: 5299.561523
	Iteration 62Q: 3 clusters Score -7753164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7753202.000000 Penalty: 5299.561523
	Iteration 63Q: 3 clusters Score -7753202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7753230.000000 Penalty: 5299.561523
	Iteration 64Q: 3 clusters Score -7753230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7753246.500000 Penalty: 5299.561523
	Iteration 65Q: 3 clusters Score -7753246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7753237.500000 Penalty: 5299.561523
	Iteration 66Q: 3 clusters Score -7753238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7753242.500000 Penalty: 5299.561523
	Iteration 67Q: 3 clusters Score -7753242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7753246.500000 Penalty: 5299.561523
	Iteration 68Q: 3 clusters Score -7753246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7753255.000000 Penalty: 5299.561523
	Iteration 69Q: 3 clusters Score -7753255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7753268.000000 Penalty: 5299.561523
	Iteration 70Q: 3 clusters Score -7753268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7753272.500000 Penalty: 5299.561523
	Iteration 71Q: 3 clusters Score -7753272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7753287.000000 Penalty: 5299.561523
	Iteration 72Q: 3 clusters Score -7753287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7753296.000000 Penalty: 5299.561523
	Iteration 73Q: 3 clusters Score -7753296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7753310.500000 Penalty: 5299.561523
	Iteration 74Q: 3 clusters Score -7753310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7753306.000000 Penalty: 5299.561523
	Iteration 75Q: 3 clusters Score -7753306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7753294.000000 Penalty: 5299.561523
	Iteration 76Q: 3 clusters Score -7753294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7753304.500000 Penalty: 5299.561523
	Iteration 77Q: 3 clusters Score -7753304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7753313.500000 Penalty: 5299.561523
	Iteration 78Q: 3 clusters Score -7753314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7753309.000000 Penalty: 5299.561523
	Iteration 79Q: 3 clusters Score -7753309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7753318.500000 Penalty: 5299.561523
	Iteration 80F: 3 clusters Score -7753318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7753320.500000 Penalty: 5299.561523
	Iteration 81Q: 3 clusters Score -7753320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7753331.000000 Penalty: 5299.561523
	Iteration 82Q: 3 clusters Score -7753331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7753343.500000 Penalty: 5299.561523
	Iteration 83Q: 3 clusters Score -7753344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7753338.000000 Penalty: 5299.561523
	Iteration 84Q: 3 clusters Score -7753338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7753335.500000 Penalty: 5299.561523
	Iteration 85Q: 3 clusters Score -7753336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7753333.000000 Penalty: 5299.561523
	Iteration 86Q: 3 clusters Score -7753333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7753331.500000 Penalty: 5299.561523
	Iteration 87Q: 3 clusters Score -7753332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7753340.500000 Penalty: 5299.561523
	Iteration 88Q: 3 clusters Score -7753340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7753342.000000 Penalty: 5299.561523
	Iteration 89Q: 3 clusters Score -7753342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7753332.500000 Penalty: 5299.561523
	Iteration 90Q: 3 clusters Score -7753332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7753337.000000 Penalty: 5299.561523
	Iteration 91Q: 3 clusters Score -7753337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7753336.500000 Penalty: 5299.561523
	Iteration 92Q: 3 clusters Score -7753336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7753335.000000 Penalty: 5299.561523
	Iteration 93Q: 3 clusters Score -7753335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7753330.000000 Penalty: 5299.561523
	Iteration 94Q: 3 clusters Score -7753330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7753333.500000 Penalty: 5299.561523
	Iteration 95Q: 3 clusters Score -7753334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7753337.500000 Penalty: 5299.561523
	Iteration 96Q: 3 clusters Score -7753338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7753334.000000 Penalty: 5299.561523
	Iteration 97Q: 3 clusters Score -7753334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7753335.500000 Penalty: 5299.561523
	Iteration 98Q: 3 clusters Score -7753336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7753335.500000 Penalty: 5299.561523
	Iteration 99F: 3 clusters Score -7753336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Entering Unmasked Estep 
Score: -8264115.500000 Penalty: 2662.928223
	Iteration 0F: 2 clusters Score -8264116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -8234601.000000 Penalty: 5325.856445
	Iteration 0F: 3 clusters Score -8234601 nChanged 21370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8246444 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -8247001.500000 Penalty: 5325.856445
	Iteration 2Q: 3 clusters Score -8247002 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8247662.500000 Penalty: 5325.856445
	Iteration 3Q: 3 clusters Score -8247662 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -8248313.000000 Penalty: 5325.856445
	Iteration 4Q: 3 clusters Score -8248313 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -8249238.500000 Penalty: 5325.856445
	Iteration 5Q: 3 clusters Score -8249238 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -8250510.000000 Penalty: 5325.856445
	Iteration 6F: 3 clusters Score -8250510 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8252281.000000 Penalty: 5325.856445
	Iteration 7F: 3 clusters Score -8252281 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -8254372.000000 Penalty: 5325.856445
	Iteration 8F: 3 clusters Score -8254372 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -8256447.000000 Penalty: 5325.856445
	Iteration 9F: 3 clusters Score -8256447 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -8257840.000000 Penalty: 5325.856445
	Iteration 10Q: 3 clusters Score -8257840 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -8258631.500000 Penalty: 5325.856445
	Iteration 11Q: 3 clusters Score -8258632 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -8259085.000000 Penalty: 5325.856445
	Iteration 12Q: 3 clusters Score -8259085 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -8259426.500000 Penalty: 5325.856445
	Iteration 13Q: 3 clusters Score -8259426 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -8259735.000000 Penalty: 5325.856445
	Iteration 14Q: 3 clusters Score -8259735 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -8260053.000000 Penalty: 5325.856445
	Iteration 15Q: 3 clusters Score -8260053 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -8260291.500000 Penalty: 5325.856445
	Iteration 16Q: 3 clusters Score -8260292 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -8260485.500000 Penalty: 5325.856445
	Iteration 17Q: 3 clusters Score -8260486 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -8260666.000000 Penalty: 5325.856445
	Iteration 18Q: 3 clusters Score -8260666 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -8260813.000000 Penalty: 5325.856445
	Iteration 19Q: 3 clusters Score -8260813 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -8260924.500000 Penalty: 5325.856445
	Iteration 20F: 3 clusters Score -8260924 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -8261085.000000 Penalty: 5325.856445
	Iteration 21Q: 3 clusters Score -8261085 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -8261174.500000 Penalty: 5325.856445
	Iteration 22Q: 3 clusters Score -8261174 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -8261248.500000 Penalty: 5325.856445
	Iteration 23Q: 3 clusters Score -8261248 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -8261362.500000 Penalty: 5325.856445
	Iteration 24Q: 3 clusters Score -8261362 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -8261482.500000 Penalty: 5325.856445
	Iteration 25Q: 3 clusters Score -8261482 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -8261551.000000 Penalty: 5325.856445
	Iteration 26Q: 3 clusters Score -8261551 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -8261620.500000 Penalty: 5325.856445
	Iteration 27Q: 3 clusters Score -8261620 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8261693.000000 Penalty: 5325.856445
	Iteration 28Q: 3 clusters Score -8261693 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -8261775.500000 Penalty: 5325.856445
	Iteration 29Q: 3 clusters Score -8261776 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -8261867.500000 Penalty: 5325.856445
	Iteration 30Q: 3 clusters Score -8261868 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8261904.000000 Penalty: 5325.856445
	Iteration 31Q: 3 clusters Score -8261904 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8261922.000000 Penalty: 5325.856445
	Iteration 32Q: 3 clusters Score -8261922 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8261929.000000 Penalty: 5325.856445
	Iteration 33Q: 3 clusters Score -8261929 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -8262005.500000 Penalty: 5325.856445
	Iteration 34Q: 3 clusters Score -8262006 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -8262051.000000 Penalty: 5325.856445
	Iteration 35Q: 3 clusters Score -8262051 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -8262059.000000 Penalty: 5325.856445
	Iteration 36Q: 3 clusters Score -8262059 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -8262116.500000 Penalty: 5325.856445
	Iteration 37Q: 3 clusters Score -8262116 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8262178.000000 Penalty: 5325.856445
	Iteration 38Q: 3 clusters Score -8262178 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8262194.500000 Penalty: 5325.856445
	Iteration 39Q: 3 clusters Score -8262194 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -8262249.500000 Penalty: 5325.856445
	Iteration 40F: 3 clusters Score -8262250 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -8262227.500000 Penalty: 5325.856445
	Iteration 41Q: 3 clusters Score -8262228 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8262272.000000 Penalty: 5325.856445
	Iteration 42Q: 3 clusters Score -8262272 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8262265.000000 Penalty: 5325.856445
	Iteration 43Q: 3 clusters Score -8262265 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8262290.500000 Penalty: 5325.856445
	Iteration 44Q: 3 clusters Score -8262290 nChanged 163
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8262283.000000 Penalty: 5325.856445
	Iteration 136Q: 3 clusters Score -8262283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8262277.000000 Penalty: 5325.856445
	Iteration 137Q: 3 clusters Score -8262277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8262288.000000 Penalty: 5325.856445
	Iteration 138Q: 3 clusters Score -8262288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8262289.500000 Penalty: 5325.856445
	Iteration 139Q: 3 clusters Score -8262290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8262290.000000 Penalty: 5325.856445
	Iteration 140F: 3 clusters Score -8262290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8262287.500000 Penalty: 5325.856445
	Iteration 141Q: 3 clusters Score -8262288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8262287.500000 Penalty: 5325.856445
	Iteration 142Q: 3 clusters Score -8262288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8262285.500000 Penalty: 5325.856445
	Iteration 143Q: 3 clusters Score -8262286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8262285.500000 Penalty: 5325.856445
	Iteration 144F: 3 clusters Score -8262286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Entering Unmasked Estep 
Score: -7981335.000000 Penalty: 2650.964600
	Iteration 0F: 2 clusters Score -7981335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -7953280.000000 Penalty: 5301.929199
	Iteration 0F: 3 clusters Score -7953280 nChanged 20101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -7964315.000000 Penalty: 5301.929199
	Iteration 1F: 3 clusters Score -7964315 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -7964935.500000 Penalty: 5301.929199
	Iteration 2Q: 3 clusters Score -7964936 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -7965640.000000 Penalty: 5301.929199
	Iteration 3Q: 3 clusters Score -7965640 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -7966457.500000 Penalty: 5301.929199
	Iteration 4Q: 3 clusters Score -7966458 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -7967456.000000 Penalty: 5301.929199
	Iteration 5Q: 3 clusters Score -7967456 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -7968751.500000 Penalty: 5301.929199
	Iteration 6F: 3 clusters Score -7968752 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7970156.500000 Penalty: 5301.929199
	Iteration 7F: 3 clusters Score -7970156 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -7971750.500000 Penalty: 5301.929199
	Iteration 8F: 3 clusters Score -7971750 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -7973510.000000 Penalty: 5301.929199
	Iteration 9F: 3 clusters Score -7973510 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -7974996.500000 Penalty: 5301.929199
	Iteration 10F: 3 clusters Score -7974996 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -7975917.500000 Penalty: 5301.929199
	Iteration 11Q: 3 clusters Score -7975918 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -7976331.500000 Penalty: 5301.929199
	Iteration 12Q: 3 clusters Score -7976332 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -7976576.500000 Penalty: 5301.929199
	Iteration 13Q: 3 clusters Score -7976576 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -7976740.000000 Penalty: 5301.929199
	Iteration 14Q: 3 clusters Score -7976740 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -7976893.500000 Penalty: 5301.929199
	Iteration 15Q: 3 clusters Score -7976894 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -7977034.500000 Penalty: 5301.929199
	Iteration 16Q: 3 clusters Score -7977034 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -7977154.500000 Penalty: 5301.929199
	Iteration 17Q: 3 clusters Score -7977154 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -7977258.500000 Penalty: 5301.929199
	Iteration 18Q: 3 clusters Score -7977258 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -7977383.500000 Penalty: 5301.929199
	Iteration 19Q: 3 clusters Score -7977384 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -7977507.500000 Penalty: 5301.929199
	Iteration 20F: 3 clusters Score -7977508 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -7977631.000000 Penalty: 5301.929199
	Iteration 21Q: 3 clusters Score -7977631 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -7977718.500000 Penalty: 5301.929199
	Iteration 22Q: 3 clusters Score -7977718 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -7977793.500000 Penalty: 5301.929199
	Iteration 23Q: 3 clusters Score -7977794 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -7977852.000000 Penalty: 5301.929199
	Iteration 24Q: 3 clusters Score -7977852 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -7977901.000000 Penalty: 5301.929199
	Iteration 25Q: 3 clusters Score -7977901 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -7977968.000000 Penalty: 5301.929199
	Iteration 26Q: 3 clusters Score -7977968 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -7978019.500000 Penalty: 5301.929199
	Iteration 27Q: 3 clusters Score -7978020 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -7978064.000000 Penalty: 5301.929199
	Iteration 28Q: 3 clusters Score -7978064 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -7978110.000000 Penalty: 5301.929199
	Iteration 29Q: 3 clusters Score -7978110 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -7978137.500000 Penalty: 5301.929199
	Iteration 30Q: 3 clusters Score -7978138 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -7978203.000000 Penalty: 5301.929199
	Iteration 31Q: 3 clusters Score -7978203 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -7978298.500000 Penalty: 5301.929199
	Iteration 32Q: 3 clusters Score -7978298 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -7978330.000000 Penalty: 5301.929199
	Iteration 33Q: 3 clusters Score -7978330 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -7978404.500000 Penalty: 5301.929199
	Iteration 34Q: 3 clusters Score -7978404 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -7978475.500000 Penalty: 5301.929199
	Iteration 35Q: 3 clusters Score -7978476 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -7978561.000000 Penalty: 5301.929199
	Iteration 36Q: 3 clusters Score -7978561 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -7978602.000000 Penalty: 5301.929199
	Iteration 37Q: 3 clusters Score -7978602 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -7978680.500000 Penalty: 5301.929199
	Iteration 38Q: 3 clusters Score -7978680 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -7978755.500000 Penalty: 5301.929199
	Iteration 39Q: 3 clusters Score -7978756 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -7978795.500000 Penalty: 5301.929199
	Iteration 40F: 3 clusters Score -7978796 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -7978887.500000 Penalty: 5301.929199
	Iteration 41Q: 3 clusters Score -7978888 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -7978992.500000 Penalty: 5301.929199
	Iteration 42Q: 3 clusters Score -7978992 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7979065.000000 Penalty: 5301.929199
	Iteration 43Q: 3 clusters Score -7979065 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -7979152.500000 Penalty: 5301.929199
	Iteration 44Q: 3 clusters Score -7979152 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7979252.500000 Penalty: 5301.929199
	Iteration 45Q: 3 clusters Score -7979252 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7979278.500000 Penalty: 5301.929199
	Iteration 46Q: 3 clusters Score -7979278 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7979322.500000 Penalty: 5301.929199
	Iteration 47Q: 3 clusters Score -7979322 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7979351.000000 Penalty: 5301.929199
	Iteration 48Q: 3 clusters Score -7979351 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7979353.500000 Penalty: 5301.929199
	Iteration 49Q: 3 clusters Score -7979354 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7979385.500000 Penalty: 5301.929199
	Iteration 50Q: 3 clusters Score -7979386 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7979380.000000 Penalty: 5301.929199
	Iteration 51Q: 3 clusters Score -7979380 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7979376.000000 Penalty: 5301.929199
	Iteration 52Q: 3 clusters Score -7979376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7979372.000000 Penalty: 5301.929199
	Iteration 53Q: 3 clusters Score -7979372 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7979359.500000 Penalty: 5301.929199
	Iteration 54Q: 3 clusters Score -7979360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7979379.000000 Penalty: 5301.929199
	Iteration 55Q: 3 clusters Score -7979379 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7979377.500000 Penalty: 5301.929199
	Iteration 56Q: 3 clusters Score -7979378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7979389.500000 Penalty: 5301.929199
	Iteration 57Q: 3 clusters Score -7979390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7979402.500000 Penalty: 5301.929199
	Iteration 58Q: 3 clusters Score -7979402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7979390.000000 Penalty: 5301.929199
	Iteration 59Q: 3 clusters Score -7979390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7979397.500000 Penalty: 5301.929199
	Iteration 60F: 3 clusters Score -7979398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7979411.500000 Penalty: 5301.929199
	Iteration 61Q: 3 clusters Score -7979412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7979407.500000 Penalty: 5301.929199
	Iteration 62Q: 3 clusters Score -7979408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7979412.000000 Penalty: 5301.929199
	Iteration 63Q: 3 clusters Score -7979412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7979402.000000 Penalty: 5301.929199
	Iteration 64Q: 3 clusters Score -7979402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7979388.000000 Penalty: 5301.929199
	Iteration 65Q: 3 clusters Score -7979388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7979395.000000 Penalty: 5301.929199
	Iteration 66Q: 3 clusters Score -7979395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7979393.500000 Penalty: 5301.929199
	Iteration 67Q: 3 clusters Score -7979394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7979400.000000 Penalty: 5301.929199
	Iteration 68Q: 3 clusters Score -7979400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7979388.000000 Penalty: 5301.929199
	Iteration 69Q: 3 clusters Score -7979388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7979383.000000 Penalty: 5301.929199
	Iteration 70Q: 3 clusters Score -7979383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7979379.000000 Penalty: 5301.929199
	Iteration 71Q: 3 clusters Score -7979379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7979377.500000 Penalty: 5301.929199
	Iteration 72Q: 3 clusters Score -7979378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7979374.000000 Penalty: 5301.929199
	Iteration 73Q: 3 clusters Score -7979374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7979378.000000 Penalty: 5301.929199
	Iteration 74Q: 3 clusters Score -7979378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7979364.500000 Penalty: 5301.929199
	Iteration 75Q: 3 clusters Score -7979364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7979368.500000 Penalty: 5301.929199
	Iteration 76Q: 3 clusters Score -7979368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7979377.500000 Penalty: 5301.929199
	Iteration 77Q: 3 clusters Score -7979378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7979377.500000 Penalty: 5301.929199
	Iteration 78Q: 3 clusters Score -7979378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7979371.500000 Penalty: 5301.929199
	Iteration 79Q: 3 clusters Score -7979372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7979378.000000 Penalty: 5301.929199
	Iteration 80F: 3 clusters Score -7979378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7979380.000000 Penalty: 5301.929199
	Iteration 81Q: 3 clusters Score -7979380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7979375.000000 Penalty: 5301.929199
	Iteration 82Q: 3 clusters Score -7979375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7979390.000000 Penalty: 5301.929199
	Iteration 83Q: 3 clusters Score -7979390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7979395.500000 Penalty: 5301.929199
	Iteration 84Q: 3 clusters Score -7979396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7979391.000000 Penalty: 5301.929199
	Iteration 85Q: 3 clusters Score -7979391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7979390.500000 Penalty: 5301.929199
	Iteration 86Q: 3 clusters Score -7979390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7979393.000000 Penalty: 5301.929199
	Iteration 87Q: 3 clusters Score -7979393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7979398.000000 Penalty: 5301.929199
	Iteration 88Q: 3 clusters Score -7979398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7979388.000000 Penalty: 5301.929199
	Iteration 89Q: 3 clusters Score -7979388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7979387.000000 Penalty: 5301.929199
	Iteration 90Q: 3 clusters Score -7979387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7979385.000000 Penalty: 5301.929199
	Iteration 91Q: 3 clusters Score -7979385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7979385.000000 Penalty: 5301.929199
	Iteration 92Q: 3 clusters Score -7979385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7979389.000000 Penalty: 5301.929199
	Iteration 93Q: 3 clusters Score -7979389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7979388.500000 Penalty: 5301.929199
	Iteration 94Q: 3 clusters Score -7979388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7979395.000000 Penalty: 5301.929199
	Iteration 95Q: 3 clusters Score -7979395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7979389.500000 Penalty: 5301.929199
	Iteration 96Q: 3 clusters Score -7979390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7979384.500000 Penalty: 5301.929199
	Iteration 97Q: 3 clusters Score -7979384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7979384.500000 Penalty: 5301.929199
	Iteration 98F: 3 clusters Score -7979384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Entering Unmasked Estep 
Score: -2509010.000000 Penalty: 2381.893066
	Iteration 0F: 2 clusters Score -2509010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2498217.000000 Penalty: 4763.786133
	Iteration 0F: 3 clusters Score -2498217 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2501881.500000 Penalty: 4763.786133
	Iteration 1F: 3 clusters Score -2501882 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2502842.500000 Penalty: 4763.786133
	Iteration 2F: 3 clusters Score -2502842 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2504071.750000 Penalty: 4763.786133
	Iteration 3F: 3 clusters Score -2504072 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2505127.750000 Penalty: 4763.786133
	Iteration 4F: 3 clusters Score -2505128 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2505816.750000 Penalty: 4763.786133
	Iteration 5F: 3 clusters Score -2505817 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2506300.750000 Penalty: 4763.786133
	Iteration 6F: 3 clusters Score -2506301 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2506669.250000 Penalty: 4763.786133
	Iteration 7Q: 3 clusters Score -2506669 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2506925.750000 Penalty: 4763.786133
	Iteration 8Q: 3 clusters Score -2506926 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2507129.500000 Penalty: 4763.786133
	Iteration 9Q: 3 clusters Score -2507130 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2507346.250000 Penalty: 4763.786133
	Iteration 10Q: 3 clusters Score -2507346 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2507552.000000 Penalty: 4763.786133
	Iteration 11Q: 3 clusters Score -2507552 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2507769.750000 Penalty: 4763.786133
	Iteration 12Q: 3 clusters Score -2507770 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2507938.000000 Penalty: 4763.786133
	Iteration 13Q: 3 clusters Score -2507938 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2508044.500000 Penalty: 4763.786133
	Iteration 14Q: 3 clusters Score -2508044 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2508152.500000 Penalty: 4763.786133
	Iteration 15Q: 3 clusters Score -2508152 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2508248.750000 Penalty: 4763.786133
	Iteration 16Q: 3 clusters Score -2508249 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2508335.000000 Penalty: 4763.786133
	Iteration 17Q: 3 clusters Score -2508335 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2508410.000000 Penalty: 4763.786133
	Iteration 18Q: 3 clusters Score -2508410 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2508489.750000 Penalty: 4763.786133
	Iteration 19Q: 3 clusters Score -2508490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2508551.500000 Penalty: 4763.786133
	Iteration 20F: 3 clusters Score -2508552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2508601.000000 Penalty: 4763.786133
	Iteration 21Q: 3 clusters Score -2508601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2508634.250000 Penalty: 4763.786133
	Iteration 22Q: 3 clusters Score -2508634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2508653.750000 Penalty: 4763.786133
	Iteration 23Q: 3 clusters Score -2508654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2508670.000000 Penalty: 4763.786133
	Iteration 24Q: 3 clusters Score -2508670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2508670.500000 Penalty: 4763.786133
	Iteration 25Q: 3 clusters Score -2508670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2508672.500000 Penalty: 4763.786133
	Iteration 26Q: 3 clusters Score -2508672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2508678.250000 Penalty: 4763.786133
	Iteration 27Q: 3 clusters Score -2508678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2508680.750000 Penalty: 4763.786133
	Iteration 28Q: 3 clusters Score -2508681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2508678.250000 Penalty: 4763.786133
	Iteration 29Q: 3 clusters Score -2508678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2508683.250000 Penalty: 4763.786133
	Iteration 30Q: 3 clusters Score -2508683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2508682.000000 Penalty: 4763.786133
	Iteration 31Q: 3 clusters Score -2508682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2508683.500000 Penalty: 4763.786133
	Iteration 32Q: 3 clusters Score -2508684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2508687.750000 Penalty: 4763.786133
	Iteration 33Q: 3 clusters Score -2508688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2508687.250000 Penalty: 4763.786133
	Iteration 34Q: 3 clusters Score -2508687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2508688.750000 Penalty: 4763.786133
	Iteration 35Q: 3 clusters Score -2508689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2508690.000000 Penalty: 4763.786133
	Iteration 36Q: 3 clusters Score -2508690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2508691.000000 Penalty: 4763.786133
	Iteration 37Q: 3 clusters Score -2508691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2508694.250000 Penalty: 4763.786133
	Iteration 38Q: 3 clusters Score -2508694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2508697.250000 Penalty: 4763.786133
	Iteration 39Q: 3 clusters Score -2508697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2508694.750000 Penalty: 4763.786133
	Iteration 40F: 3 clusters Score -2508695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Entering Unmasked Estep 
Score: -6125278.500000 Penalty: 2590.741455
	Iteration 0F: 2 clusters Score -6125278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -6101824.500000 Penalty: 5181.482910
	Iteration 0F: 3 clusters Score -6101824 nChanged 15648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -6110216.000000 Penalty: 5181.482910
	Iteration 1F: 3 clusters Score -6110216 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -6110703.500000 Penalty: 5181.482910
	Iteration 2Q: 3 clusters Score -6110704 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -6111191.000000 Penalty: 5181.482910
	Iteration 3Q: 3 clusters Score -6111191 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6111749.000000 Penalty: 5181.482910
	Iteration 4Q: 3 clusters Score -6111749 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -6112338.000000 Penalty: 5181.482910
	Iteration 5Q: 3 clusters Score -6112338 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -6113020.500000 Penalty: 5181.482910
	Iteration 6Q: 3 clusters Score -6113020 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -6113666.000000 Penalty: 5181.482910
	Iteration 7Q: 3 clusters Score -6113666 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -6114434.000000 Penalty: 5181.482910
	Iteration 8Q: 3 clusters Score -6114434 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -6115171.000000 Penalty: 5181.482910
	Iteration 9Q: 3 clusters Score -6115171 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -6115885.000000 Penalty: 5181.482910
	Iteration 10Q: 3 clusters Score -6115885 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -6116611.500000 Penalty: 5181.482910
	Iteration 11Q: 3 clusters Score -6116612 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -6117256.500000 Penalty: 5181.482910
	Iteration 12Q: 3 clusters Score -6117256 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -6117785.500000 Penalty: 5181.482910
	Iteration 13Q: 3 clusters Score -6117786 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -6118209.500000 Penalty: 5181.482910
	Iteration 14Q: 3 clusters Score -6118210 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -6118742.500000 Penalty: 5181.482910
	Iteration 15Q: 3 clusters Score -6118742 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -6119208.000000 Penalty: 5181.482910
	Iteration 16Q: 3 clusters Score -6119208 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6119655.000000 Penalty: 5181.482910
	Iteration 17Q: 3 clusters Score -6119655 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -6120136.000000 Penalty: 5181.482910
	Iteration 18Q: 3 clusters Score -6120136 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -6120569.000000 Penalty: 5181.482910
	Iteration 19Q: 3 clusters Score -6120569 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6120981.500000 Penalty: 5181.482910
	Iteration 20F: 3 clusters Score -6120982 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -6121361.000000 Penalty: 5181.482910
	Iteration 21Q: 3 clusters Score -6121361 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6121643.500000 Penalty: 5181.482910
	Iteration 22Q: 3 clusters Score -6121644 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6121942.500000 Penalty: 5181.482910
	Iteration 23Q: 3 clusters Score -6121942 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -6122206.500000 Penalty: 5181.482910
	Iteration 24Q: 3 clusters Score -6122206 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -6122429.500000 Penalty: 5181.482910
	Iteration 25Q: 3 clusters Score -6122430 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -6122572.500000 Penalty: 5181.482910
	Iteration 26Q: 3 clusters Score -6122572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -6122670.000000 Penalty: 5181.482910
	Iteration 27Q: 3 clusters Score -6122670 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -6122761.500000 Penalty: 5181.482910
	Iteration 28Q: 3 clusters Score -6122762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -6122832.500000 Penalty: 5181.482910
	Iteration 29Q: 3 clusters Score -6122832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -6122886.000000 Penalty: 5181.482910
	Iteration 30Q: 3 clusters Score -6122886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -6122908.000000 Penalty: 5181.482910
	Iteration 31Q: 3 clusters Score -6122908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -6122917.000000 Penalty: 5181.482910
	Iteration 32Q: 3 clusters Score -6122917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -6122929.500000 Penalty: 5181.482910
	Iteration 33Q: 3 clusters Score -6122930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -6122936.000000 Penalty: 5181.482910
	Iteration 34Q: 3 clusters Score -6122936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -6122941.000000 Penalty: 5181.482910
	Iteration 35Q: 3 clusters Score -6122941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -6122945.500000 Penalty: 5181.482910
	Iteration 36Q: 3 clusters Score -6122946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -6122954.500000 Penalty: 5181.482910
	Iteration 37Q: 3 clusters Score -6122954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -6122963.500000 Penalty: 5181.482910
	Iteration 38Q: 3 clusters Score -6122964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -6122969.000000 Penalty: 5181.482910
	Iteration 39Q: 3 clusters Score -6122969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -6122980.500000 Penalty: 5181.482910
	Iteration 40F: 3 clusters Score -6122980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -6122984.000000 Penalty: 5181.482910
	Iteration 41Q: 3 clusters Score -6122984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -6122996.500000 Penalty: 5181.482910
	Iteration 42Q: 3 clusters Score -6122996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -6123009.000000 Penalty: 5181.482910
	Iteration 43Q: 3 clusters Score -6123009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -6123014.500000 Penalty: 5181.482910
	Iteration 44Q: 3 clusters Score -6123014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -6123019.000000 Penalty: 5181.482910
	Iteration 45Q: 3 clusters Score -6123019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -6123020.500000 Penalty: 5181.482910
	Iteration 46Q: 3 clusters Score -6123020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -6123034.000000 Penalty: 5181.482910
	Iteration 47Q: 3 clusters Score -6123034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -6123045.000000 Penalty: 5181.482910
	Iteration 48Q: 3 clusters Score -6123045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6123049.000000 Penalty: 5181.482910
	Iteration 49Q: 3 clusters Score -6123049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6123050.000000 Penalty: 5181.482910
	Iteration 50Q: 3 clusters Score -6123050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6123053.000000 Penalty: 5181.482910
	Iteration 51Q: 3 clusters Score -6123053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6123053.000000 Penalty: 5181.482910
	Iteration 52Q: 3 clusters Score -6123053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6123052.000000 Penalty: 5181.482910
	Iteration 53Q: 3 clusters Score -6123052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -6123054.000000 Penalty: 5181.482910
	Iteration 54Q: 3 clusters Score -6123054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -6123054.000000 Penalty: 5181.482910
	Iteration 55F: 3 clusters Score -6123054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -368315.437500 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -368315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -365546.531250 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -365546.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -366272.968750 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -366273 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -366650.968750 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -366651 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -367011.968750 Penalty: 3830.228516
	Iteration 3F: 3 clusters Score -367012 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367523.000000 Penalty: 3830.228516
	Iteration 4F: 3 clusters Score -367523 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -367967.125000 Penalty: 3830.228516
	Iteration 5F: 3 clusters Score -367967.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -368120.968750 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -368121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -368195.906250 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -368195.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -368259.031250 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -368259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -368296.875000 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -368296.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -368319.218750 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -368319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -368337.500000 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -368337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -368345.531250 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -368345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -368349.625000 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -368349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -368351.781250 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -368351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -368354.468750 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -368354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -368357.406250 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -368357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -368358.437500 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -368358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -368361.843750 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -368361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -368362.375000 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -368362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -368362.375000 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -368362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38471 members 
Mstep: Class 7 contains 24592 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 27928 members 
Mstep: Class 11 contains 40181 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 47552 members 
Mstep: Class 17 contains 47884 members 
Mstep: Class 18 contains 13920 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 46056 members 
Mstep: Class 21 contains 43887 members 
Mstep: Class 22 contains 14830 members 
Mstep: Class 23 contains 34425 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 39237 members 
Mstep: Class 27 contains 49254 members 
Mstep: Class 28 contains 35089 members 
Mstep: Class 29 contains 42422 members 
Mstep: Class 30 contains 11939 members 
Mstep: Class 31 contains 44750 members 
Mstep: Class 32 contains 10251 members 
Mstep: Class 33 contains 44946 members 
Mstep: Class 34 contains 23084 members 
Mstep: Class 35 contains 547 members 
Mstep: Class 36 contains 42115 members 
Mstep: Class 37 contains 68509 members 
Mstep: Class 38 contains 43552 members 
Mstep: Class 39 contains 45307 members 
Mstep: Class 40 contains 1572 members 
Entering Unmasked Estep 
Score: -196415504.000000 Penalty: 138191.531250
Splitting cluster 24 changes total score from -196416400.000000 to -196415504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -209151.265625 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -209151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -207126.000000 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -207126 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -207557.515625 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -207557.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -207722.562500 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -207722.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -207818.906250 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -207818.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -207911.640625 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -207911.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -207968.921875 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -207968.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -208054.062500 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -208054.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -208151.375000 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -208151.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -208278.421875 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -208278.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -208448.109375 Penalty: 3535.734131
	Iteration 9F: 3 clusters Score -208448.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -208577.359375 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -208577.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -208696.328125 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -208696.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -208768.546875 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -208768.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -208833.093750 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -208833.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -208880.359375 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -208880.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -208902.281250 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -208902.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -208949.921875 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -208949.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -208990.578125 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -208990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -209015.500000 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -209015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -209022.953125 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -209023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -209028.343750 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -209028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -209034.609375 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -209034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -209035.656250 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -209035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -209037.296875 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -209037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -209037.296875 Penalty: 3535.734131
	Iteration 24F: 3 clusters Score -209037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (39237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Entering Unmasked Estep 
Score: -7045213.500000 Penalty: 2623.189209
	Iteration 0F: 2 clusters Score -7045214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -7019034.000000 Penalty: 5246.378418
	Iteration 0F: 3 clusters Score -7019034 nChanged 17724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -7028692.000000 Penalty: 5246.378418
	Iteration 1F: 3 clusters Score -7028692 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -7029110.000000 Penalty: 5246.378418
	Iteration 2Q: 3 clusters Score -7029110 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -7029504.000000 Penalty: 5246.378418
	Iteration 3Q: 3 clusters Score -7029504 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7029855.500000 Penalty: 5246.378418
	Iteration 4Q: 3 clusters Score -7029856 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -7030228.500000 Penalty: 5246.378418
	Iteration 5Q: 3 clusters Score -7030228 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -7030654.500000 Penalty: 5246.378418
	Iteration 6Q: 3 clusters Score -7030654 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -7031273.000000 Penalty: 5246.378418
	Iteration 7Q: 3 clusters Score -7031273 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -7032156.000000 Penalty: 5246.378418
	Iteration 8Q: 3 clusters Score -7032156 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -7033558.500000 Penalty: 5246.378418
	Iteration 9F: 3 clusters Score -7033558 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -7035551.500000 Penalty: 5246.378418
	Iteration 10F: 3 clusters Score -7035552 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -7037809.500000 Penalty: 5246.378418
	Iteration 11F: 3 clusters Score -7037810 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7039935.500000 Penalty: 5246.378418
	Iteration 12F: 3 clusters Score -7039936 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7041311.500000 Penalty: 5246.378418
	Iteration 13Q: 3 clusters Score -7041312 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -7042110.000000 Penalty: 5246.378418
	Iteration 14Q: 3 clusters Score -7042110 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -7042469.000000 Penalty: 5246.378418
	Iteration 15Q: 3 clusters Score -7042469 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -7042652.500000 Penalty: 5246.378418
	Iteration 16Q: 3 clusters Score -7042652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7042760.000000 Penalty: 5246.378418
	Iteration 17Q: 3 clusters Score -7042760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -7042809.500000 Penalty: 5246.378418
	Iteration 18Q: 3 clusters Score -7042810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7042843.000000 Penalty: 5246.378418
	Iteration 19Q: 3 clusters Score -7042843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -7042850.500000 Penalty: 5246.378418
	Iteration 20F: 3 clusters Score -7042850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -7042865.000000 Penalty: 5246.378418
	Iteration 21Q: 3 clusters Score -7042865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -7042887.500000 Penalty: 5246.378418
	Iteration 22Q: 3 clusters Score -7042888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7042890.000000 Penalty: 5246.378418
	Iteration 23Q: 3 clusters Score -7042890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7042895.000000 Penalty: 5246.378418
	Iteration 24Q: 3 clusters Score -7042895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7042902.500000 Penalty: 5246.378418
	Iteration 25Q: 3 clusters Score -7042902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -7042915.000000 Penalty: 5246.378418
	Iteration 26Q: 3 clusters Score -7042915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -7042915.000000 Penalty: 5246.378418
	Iteration 27F: 3 clusters Score -7042915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Entering Unmasked Estep 
Score: -8809704.000000 Penalty: 2679.576904
	Iteration 0F: 2 clusters Score -8809704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -8777648.000000 Penalty: 5359.153809
	Iteration 0F: 3 clusters Score -8777648 nChanged 22750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -8790298.000000 Penalty: 5359.153809
	Iteration 1F: 3 clusters Score -8790298 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -8790925.000000 Penalty: 5359.153809
	Iteration 2Q: 3 clusters Score -8790925 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -8791511.000000 Penalty: 5359.153809
	Iteration 3Q: 3 clusters Score -8791511 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -8792256.000000 Penalty: 5359.153809
	Iteration 4Q: 3 clusters Score -8792256 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -8793136.000000 Penalty: 5359.153809
	Iteration 5Q: 3 clusters Score -8793136 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -8794158.000000 Penalty: 5359.153809
	Iteration 6Q: 3 clusters Score -8794158 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -8795613.000000 Penalty: 5359.153809
	Iteration 7F: 3 clusters Score -8795613 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -8797454.000000 Penalty: 5359.153809
	Iteration 8F: 3 clusters Score -8797454 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -8799519.000000 Penalty: 5359.153809
	Iteration 9F: 3 clusters Score -8799519 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -8801347.000000 Penalty: 5359.153809
	Iteration 10F: 3 clusters Score -8801347 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -8802582.000000 Penalty: 5359.153809
	Iteration 11Q: 3 clusters Score -8802582 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -8803377.000000 Penalty: 5359.153809
	Iteration 12Q: 3 clusters Score -8803377 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8803925.000000 Penalty: 5359.153809
	Iteration 13Q: 3 clusters Score -8803925 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -8804293.000000 Penalty: 5359.153809
	Iteration 14Q: 3 clusters Score -8804293 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -8804532.000000 Penalty: 5359.153809
	Iteration 15Q: 3 clusters Score -8804532 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -8804757.000000 Penalty: 5359.153809
	Iteration 16Q: 3 clusters Score -8804757 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -8804988.000000 Penalty: 5359.153809
	Iteration 17Q: 3 clusters Score -8804988 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -8805251.000000 Penalty: 5359.153809
	Iteration 18Q: 3 clusters Score -8805251 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -8805481.000000 Penalty: 5359.153809
	Iteration 19Q: 3 clusters Score -8805481 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -8805754.000000 Penalty: 5359.153809
	Iteration 20F: 3 clusters Score -8805754 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8806002.000000 Penalty: 5359.153809
	Iteration 21Q: 3 clusters Score -8806002 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -8806298.000000 Penalty: 5359.153809
	Iteration 22Q: 3 clusters Score -8806298 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -8806600.000000 Penalty: 5359.153809
	Iteration 23Q: 3 clusters Score -8806600 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -8806910.000000 Penalty: 5359.153809
	Iteration 24Q: 3 clusters Score -8806910 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8807314.000000 Penalty: 5359.153809
	Iteration 25Q: 3 clusters Score -8807314 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8807659.000000 Penalty: 5359.153809
	Iteration 26Q: 3 clusters Score -8807659 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -8807843.000000 Penalty: 5359.153809
	Iteration 27Q: 3 clusters Score -8807843 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8807997.000000 Penalty: 5359.153809
	Iteration 28Q: 3 clusters Score -8807997 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8808076.000000 Penalty: 5359.153809
	Iteration 29Q: 3 clusters Score -8808076 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8808126.000000 Penalty: 5359.153809
	Iteration 30Q: 3 clusters Score -8808126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8808166.000000 Penalty: 5359.153809
	Iteration 31Q: 3 clusters Score -8808166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8808183.000000 Penalty: 5359.153809
	Iteration 32Q: 3 clusters Score -8808183 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8808208.000000 Penalty: 5359.153809
	Iteration 33Q: 3 clusters Score -8808208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8808226.000000 Penalty: 5359.153809
	Iteration 34Q: 3 clusters Score -8808226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8808255.000000 Penalty: 5359.153809
	Iteration 35Q: 3 clusters Score -8808255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8808258.000000 Penalty: 5359.153809
	Iteration 36Q: 3 clusters Score -8808258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8808269.000000 Penalty: 5359.153809
	Iteration 37Q: 3 clusters Score -8808269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8808266.000000 Penalty: 5359.153809
	Iteration 38Q: 3 clusters Score -8808266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8808283.000000 Penalty: 5359.153809
	Iteration 39Q: 3 clusters Score -8808283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8808276.000000 Penalty: 5359.153809
	Iteration 40F: 3 clusters Score -8808276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8808293.000000 Penalty: 5359.153809
	Iteration 41Q: 3 clusters Score -8808293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8808298.000000 Penalty: 5359.153809
	Iteration 42Q: 3 clusters Score -8808298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8808295.000000 Penalty: 5359.153809
	Iteration 43Q: 3 clusters Score -8808295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8808294.000000 Penalty: 5359.153809
	Iteration 44Q: 3 clusters Score -8808294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8808315.000000 Penalty: 5359.153809
	Iteration 45Q: 3 clusters Score -8808315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8808307.000000 Penalty: 5359.153809
	Iteration 46Q: 3 clusters Score -8808307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8808291.000000 Penalty: 5359.153809
	Iteration 47Q: 3 clusters Score -8808291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8808302.000000 Penalty: 5359.153809
	Iteration 48Q: 3 clusters Score -8808302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8808313.000000 Penalty: 5359.153809
	Iteration 49Q: 3 clusters Score -8808313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8808328.000000 Penalty: 5359.153809
	Iteration 50Q: 3 clusters Score -8808328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8808327.000000 Penalty: 5359.153809
	Iteration 51Q: 3 clusters Score -8808327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8808322.000000 Penalty: 5359.153809
	Iteration 52Q: 3 clusters Score -8808322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8808313.000000 Penalty: 5359.153809
	Iteration 53Q: 3 clusters Score -8808313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8808306.000000 Penalty: 5359.153809
	Iteration 54Q: 3 clusters Score -8808306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8808302.000000 Penalty: 5359.153809
	Iteration 55Q: 3 clusters Score -8808302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8808309.000000 Penalty: 5359.153809
	Iteration 56Q: 3 clusters Score -8808309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8808302.000000 Penalty: 5359.153809
	Iteration 57Q: 3 clusters Score -8808302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8808304.000000 Penalty: 5359.153809
	Iteration 58Q: 3 clusters Score -8808304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8808314.000000 Penalty: 5359.153809
	Iteration 59Q: 3 clusters Score -8808314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8808314.000000 Penalty: 5359.153809
	Iteration 60F: 3 clusters Score -8808314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8808319.000000 Penalty: 5359.153809
	Iteration 61Q: 3 clusters Score -8808319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8808312.000000 Penalty: 5359.153809
	Iteration 62Q: 3 clusters Score -8808312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8808316.000000 Penalty: 5359.153809
	Iteration 63Q: 3 clusters Score -8808316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8808314.000000 Penalty: 5359.153809
	Iteration 64Q: 3 clusters Score -8808314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8808308.000000 Penalty: 5359.153809
	Iteration 65Q: 3 clusters Score -8808308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8808301.000000 Penalty: 5359.153809
	Iteration 66Q: 3 clusters Score -8808301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8808306.000000 Penalty: 5359.153809
	Iteration 67Q: 3 clusters Score -8808306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8808303.000000 Penalty: 5359.153809
	Iteration 68Q: 3 clusters Score -8808303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8808299.000000 Penalty: 5359.153809
	Iteration 69Q: 3 clusters Score -8808299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8808299.000000 Penalty: 5359.153809
	Iteration 70F: 3 clusters Score -8808299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (35089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Entering Unmasked Estep 
Score: -6355211.000000 Penalty: 2595.479492
	Iteration 0F: 2 clusters Score -6355211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -6331433.000000 Penalty: 5190.958984
	Iteration 0F: 3 clusters Score -6331433 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -6339903.000000 Penalty: 5190.958984
	Iteration 1F: 3 clusters Score -6339903 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -6340320.000000 Penalty: 5190.958984
	Iteration 2Q: 3 clusters Score -6340320 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -6340709.000000 Penalty: 5190.958984
	Iteration 3Q: 3 clusters Score -6340709 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -6341031.500000 Penalty: 5190.958984
	Iteration 4Q: 3 clusters Score -6341032 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -6341350.500000 Penalty: 5190.958984
	Iteration 5Q: 3 clusters Score -6341350 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -6341676.000000 Penalty: 5190.958984
	Iteration 6Q: 3 clusters Score -6341676 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -6342152.000000 Penalty: 5190.958984
	Iteration 7Q: 3 clusters Score -6342152 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -6342843.000000 Penalty: 5190.958984
	Iteration 8Q: 3 clusters Score -6342843 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -6343850.000000 Penalty: 5190.958984
	Iteration 9F: 3 clusters Score -6343850 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -6345325.000000 Penalty: 5190.958984
	Iteration 10F: 3 clusters Score -6345325 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6347228.500000 Penalty: 5190.958984
	Iteration 11F: 3 clusters Score -6347228 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6349279.000000 Penalty: 5190.958984
	Iteration 12F: 3 clusters Score -6349279 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6350894.500000 Penalty: 5190.958984
	Iteration 13F: 3 clusters Score -6350894 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6351902.000000 Penalty: 5190.958984
	Iteration 14Q: 3 clusters Score -6351902 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6352384.000000 Penalty: 5190.958984
	Iteration 15Q: 3 clusters Score -6352384 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6352655.000000 Penalty: 5190.958984
	Iteration 16Q: 3 clusters Score -6352655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6352774.000000 Penalty: 5190.958984
	Iteration 17Q: 3 clusters Score -6352774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6352841.000000 Penalty: 5190.958984
	Iteration 18Q: 3 clusters Score -6352841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6352849.000000 Penalty: 5190.958984
	Iteration 19Q: 3 clusters Score -6352849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6352873.500000 Penalty: 5190.958984
	Iteration 20F: 3 clusters Score -6352874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6352891.000000 Penalty: 5190.958984
	Iteration 21Q: 3 clusters Score -6352891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6352902.000000 Penalty: 5190.958984
	Iteration 22Q: 3 clusters Score -6352902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6352907.500000 Penalty: 5190.958984
	Iteration 23Q: 3 clusters Score -6352908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6352910.500000 Penalty: 5190.958984
	Iteration 24Q: 3 clusters Score -6352910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6352914.500000 Penalty: 5190.958984
	Iteration 25Q: 3 clusters Score -6352914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6352923.000000 Penalty: 5190.958984
	Iteration 26Q: 3 clusters Score -6352923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6352919.500000 Penalty: 5190.958984
	Iteration 27Q: 3 clusters Score -6352920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6352917.000000 Penalty: 5190.958984
	Iteration 28Q: 3 clusters Score -6352917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6352917.000000 Penalty: 5190.958984
	Iteration 29F: 3 clusters Score -6352917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (42422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Entering Unmasked Estep 
Score: -7522916.000000 Penalty: 2642.544678
	Iteration 0F: 2 clusters Score -7522916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7494461.500000 Penalty: 5285.089355
	Iteration 0F: 3 clusters Score -7494462 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -7505379.500000 Penalty: 5285.089355
	Iteration 1F: 3 clusters Score -7505380 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -7506016.000000 Penalty: 5285.089355
	Iteration 2Q: 3 clusters Score -7506016 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -7506599.000000 Penalty: 5285.089355
	Iteration 3Q: 3 clusters Score -7506599 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -7507148.000000 Penalty: 5285.089355
	Iteration 4Q: 3 clusters Score -7507148 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -7507761.500000 Penalty: 5285.089355
	Iteration 5Q: 3 clusters Score -7507762 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -7508336.000000 Penalty: 5285.089355
	Iteration 6Q: 3 clusters Score -7508336 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -7509189.000000 Penalty: 5285.089355
	Iteration 7Q: 3 clusters Score -7509189 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -7510439.500000 Penalty: 5285.089355
	Iteration 8F: 3 clusters Score -7510440 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -7512401.500000 Penalty: 5285.089355
	Iteration 9F: 3 clusters Score -7512402 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -7514869.000000 Penalty: 5285.089355
	Iteration 10F: 3 clusters Score -7514869 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -7517191.500000 Penalty: 5285.089355
	Iteration 11F: 3 clusters Score -7517192 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7519014.000000 Penalty: 5285.089355
	Iteration 12Q: 3 clusters Score -7519014 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7520007.500000 Penalty: 5285.089355
	Iteration 13Q: 3 clusters Score -7520008 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7520471.500000 Penalty: 5285.089355
	Iteration 14Q: 3 clusters Score -7520472 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7520628.500000 Penalty: 5285.089355
	Iteration 15Q: 3 clusters Score -7520628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7520757.500000 Penalty: 5285.089355
	Iteration 16Q: 3 clusters Score -7520758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7520808.500000 Penalty: 5285.089355
	Iteration 17Q: 3 clusters Score -7520808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7520859.000000 Penalty: 5285.089355
	Iteration 18Q: 3 clusters Score -7520859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7520873.000000 Penalty: 5285.089355
	Iteration 19Q: 3 clusters Score -7520873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7520897.500000 Penalty: 5285.089355
	Iteration 20F: 3 clusters Score -7520898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7520902.500000 Penalty: 5285.089355
	Iteration 21Q: 3 clusters Score -7520902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7520912.000000 Penalty: 5285.089355
	Iteration 22Q: 3 clusters Score -7520912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7520920.500000 Penalty: 5285.089355
	Iteration 23Q: 3 clusters Score -7520920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7520935.000000 Penalty: 5285.089355
	Iteration 24Q: 3 clusters Score -7520935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7520949.000000 Penalty: 5285.089355
	Iteration 25Q: 3 clusters Score -7520949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7520950.000000 Penalty: 5285.089355
	Iteration 26Q: 3 clusters Score -7520950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7520948.000000 Penalty: 5285.089355
	Iteration 27Q: 3 clusters Score -7520948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7520953.000000 Penalty: 5285.089355
	Iteration 28Q: 3 clusters Score -7520953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7520953.000000 Penalty: 5285.089355
	Iteration 29Q: 3 clusters Score -7520953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7520954.000000 Penalty: 5285.089355
	Iteration 30Q: 3 clusters Score -7520954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7520960.000000 Penalty: 5285.089355
	Iteration 31Q: 3 clusters Score -7520960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7520967.000000 Penalty: 5285.089355
	Iteration 32Q: 3 clusters Score -7520967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7520966.000000 Penalty: 5285.089355
	Iteration 33Q: 3 clusters Score -7520966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7520966.500000 Penalty: 5285.089355
	Iteration 34Q: 3 clusters Score -7520966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7520966.500000 Penalty: 5285.089355
	Iteration 35F: 3 clusters Score -7520966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Entering Unmasked Estep 
Score: -2115294.750000 Penalty: 2328.116211
	Iteration 0F: 2 clusters Score -2115295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2106417.500000 Penalty: 4656.232422
	Iteration 0F: 3 clusters Score -2106418 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2109216.750000 Penalty: 4656.232422
	Iteration 1F: 3 clusters Score -2109217 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2109670.000000 Penalty: 4656.232422
	Iteration 2F: 3 clusters Score -2109670 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2110151.500000 Penalty: 4656.232422
	Iteration 3F: 3 clusters Score -2110152 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2110668.250000 Penalty: 4656.232422
	Iteration 4F: 3 clusters Score -2110668 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2111258.000000 Penalty: 4656.232422
	Iteration 5F: 3 clusters Score -2111258 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2111919.000000 Penalty: 4656.232422
	Iteration 6F: 3 clusters Score -2111919 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2112420.500000 Penalty: 4656.232422
	Iteration 7F: 3 clusters Score -2112420 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2112756.000000 Penalty: 4656.232422
	Iteration 8Q: 3 clusters Score -2112756 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2112967.250000 Penalty: 4656.232422
	Iteration 9Q: 3 clusters Score -2112967 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2113118.500000 Penalty: 4656.232422
	Iteration 10Q: 3 clusters Score -2113118 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2113236.000000 Penalty: 4656.232422
	Iteration 11Q: 3 clusters Score -2113236 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2113316.250000 Penalty: 4656.232422
	Iteration 12Q: 3 clusters Score -2113316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2113374.000000 Penalty: 4656.232422
	Iteration 13Q: 3 clusters Score -2113374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2113426.250000 Penalty: 4656.232422
	Iteration 14Q: 3 clusters Score -2113426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2113476.500000 Penalty: 4656.232422
	Iteration 15Q: 3 clusters Score -2113476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2113518.250000 Penalty: 4656.232422
	Iteration 16Q: 3 clusters Score -2113518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2113560.250000 Penalty: 4656.232422
	Iteration 17Q: 3 clusters Score -2113560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2113586.500000 Penalty: 4656.232422
	Iteration 18Q: 3 clusters Score -2113586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2113609.750000 Penalty: 4656.232422
	Iteration 19Q: 3 clusters Score -2113610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2113630.500000 Penalty: 4656.232422
	Iteration 20F: 3 clusters Score -2113630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2113639.750000 Penalty: 4656.232422
	Iteration 21Q: 3 clusters Score -2113640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2113654.250000 Penalty: 4656.232422
	Iteration 22Q: 3 clusters Score -2113654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2113662.500000 Penalty: 4656.232422
	Iteration 23Q: 3 clusters Score -2113662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2113670.000000 Penalty: 4656.232422
	Iteration 24Q: 3 clusters Score -2113670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2113674.250000 Penalty: 4656.232422
	Iteration 25Q: 3 clusters Score -2113674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2113678.750000 Penalty: 4656.232422
	Iteration 26Q: 3 clusters Score -2113679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2113680.750000 Penalty: 4656.232422
	Iteration 27Q: 3 clusters Score -2113681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2113683.750000 Penalty: 4656.232422
	Iteration 28Q: 3 clusters Score -2113684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2113688.250000 Penalty: 4656.232422
	Iteration 29Q: 3 clusters Score -2113688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2113690.250000 Penalty: 4656.232422
	Iteration 30Q: 3 clusters Score -2113690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2113693.500000 Penalty: 4656.232422
	Iteration 31Q: 3 clusters Score -2113694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2113693.250000 Penalty: 4656.232422
	Iteration 32Q: 3 clusters Score -2113693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2113698.500000 Penalty: 4656.232422
	Iteration 33Q: 3 clusters Score -2113698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2113698.500000 Penalty: 4656.232422
	Iteration 34F: 3 clusters Score -2113698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Entering Unmasked Estep 
Score: -8100685.500000 Penalty: 2655.793945
	Iteration 0F: 2 clusters Score -8100686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8071851.500000 Penalty: 5311.587891
	Iteration 0F: 3 clusters Score -8071852 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -8083175.500000 Penalty: 5311.587891
	Iteration 1F: 3 clusters Score -8083176 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -8083758.000000 Penalty: 5311.587891
	Iteration 2Q: 3 clusters Score -8083758 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -8084411.500000 Penalty: 5311.587891
	Iteration 3Q: 3 clusters Score -8084412 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -8085246.000000 Penalty: 5311.587891
	Iteration 4Q: 3 clusters Score -8085246 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -8086476.500000 Penalty: 5311.587891
	Iteration 5F: 3 clusters Score -8086476 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -8088537.000000 Penalty: 5311.587891
	Iteration 6F: 3 clusters Score -8088537 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -8091531.000000 Penalty: 5311.587891
	Iteration 7F: 3 clusters Score -8091531 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -8094660.000000 Penalty: 5311.587891
	Iteration 8F: 3 clusters Score -8094660 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8096744.500000 Penalty: 5311.587891
	Iteration 9F: 3 clusters Score -8096744 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8097715.500000 Penalty: 5311.587891
	Iteration 10Q: 3 clusters Score -8097716 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8098100.000000 Penalty: 5311.587891
	Iteration 11Q: 3 clusters Score -8098100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -8098248.000000 Penalty: 5311.587891
	Iteration 12Q: 3 clusters Score -8098248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8098323.500000 Penalty: 5311.587891
	Iteration 13Q: 3 clusters Score -8098324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8098367.500000 Penalty: 5311.587891
	Iteration 14Q: 3 clusters Score -8098368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8098386.000000 Penalty: 5311.587891
	Iteration 15Q: 3 clusters Score -8098386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8098396.000000 Penalty: 5311.587891
	Iteration 16Q: 3 clusters Score -8098396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8098416.500000 Penalty: 5311.587891
	Iteration 17Q: 3 clusters Score -8098416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -8098425.500000 Penalty: 5311.587891
	Iteration 18Q: 3 clusters Score -8098426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8098423.000000 Penalty: 5311.587891
	Iteration 19Q: 3 clusters Score -8098423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8098421.500000 Penalty: 5311.587891
	Iteration 20F: 3 clusters Score -8098422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -8098424.500000 Penalty: 5311.587891
	Iteration 21Q: 3 clusters Score -8098424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -8098424.500000 Penalty: 5311.587891
	Iteration 22F: 3 clusters Score -8098424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Entering Unmasked Estep 
Score: -1810078.750000 Penalty: 2290.312256
	Iteration 0F: 2 clusters Score -1810079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1802304.625000 Penalty: 4580.624512
	Iteration 0F: 3 clusters Score -1802305 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1804797.750000 Penalty: 4580.624512
	Iteration 1F: 3 clusters Score -1804798 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1805204.500000 Penalty: 4580.624512
	Iteration 2F: 3 clusters Score -1805204 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1805460.500000 Penalty: 4580.624512
	Iteration 3F: 3 clusters Score -1805460 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1805676.250000 Penalty: 4580.624512
	Iteration 4Q: 3 clusters Score -1805676 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1805843.500000 Penalty: 4580.624512
	Iteration 5Q: 3 clusters Score -1805844 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1805993.875000 Penalty: 4580.624512
	Iteration 6Q: 3 clusters Score -1805994 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1806141.250000 Penalty: 4580.624512
	Iteration 7Q: 3 clusters Score -1806141 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1806255.625000 Penalty: 4580.624512
	Iteration 8Q: 3 clusters Score -1806256 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1806374.375000 Penalty: 4580.624512
	Iteration 9Q: 3 clusters Score -1806374 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1806490.375000 Penalty: 4580.624512
	Iteration 10Q: 3 clusters Score -1806490 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1806636.125000 Penalty: 4580.624512
	Iteration 11Q: 3 clusters Score -1806636 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1806802.000000 Penalty: 4580.624512
	Iteration 12Q: 3 clusters Score -1806802 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1806951.125000 Penalty: 4580.624512
	Iteration 13Q: 3 clusters Score -1806951 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1807134.875000 Penalty: 4580.624512
	Iteration 14Q: 3 clusters Score -1807135 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1807322.375000 Penalty: 4580.624512
	Iteration 15Q: 3 clusters Score -1807322 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1807495.250000 Penalty: 4580.624512
	Iteration 16Q: 3 clusters Score -1807495 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1807665.250000 Penalty: 4580.624512
	Iteration 17Q: 3 clusters Score -1807665 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1807825.125000 Penalty: 4580.624512
	Iteration 18Q: 3 clusters Score -1807825 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1807964.125000 Penalty: 4580.624512
	Iteration 19Q: 3 clusters Score -1807964 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1808094.375000 Penalty: 4580.624512
	Iteration 20F: 3 clusters Score -1808094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1808208.625000 Penalty: 4580.624512
	Iteration 21Q: 3 clusters Score -1808209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1808302.250000 Penalty: 4580.624512
	Iteration 22Q: 3 clusters Score -1808302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1808375.125000 Penalty: 4580.624512
	Iteration 23Q: 3 clusters Score -1808375 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1808437.625000 Penalty: 4580.624512
	Iteration 24Q: 3 clusters Score -1808438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1808479.625000 Penalty: 4580.624512
	Iteration 25Q: 3 clusters Score -1808480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1808513.375000 Penalty: 4580.624512
	Iteration 26Q: 3 clusters Score -1808513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1808544.750000 Penalty: 4580.624512
	Iteration 27Q: 3 clusters Score -1808545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1808564.750000 Penalty: 4580.624512
	Iteration 28Q: 3 clusters Score -1808565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1808593.875000 Penalty: 4580.624512
	Iteration 29Q: 3 clusters Score -1808594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1808623.750000 Penalty: 4580.624512
	Iteration 30Q: 3 clusters Score -1808624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1808652.500000 Penalty: 4580.624512
	Iteration 31Q: 3 clusters Score -1808652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1808675.125000 Penalty: 4580.624512
	Iteration 32Q: 3 clusters Score -1808675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1808705.750000 Penalty: 4580.624512
	Iteration 33Q: 3 clusters Score -1808706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1808732.875000 Penalty: 4580.624512
	Iteration 34Q: 3 clusters Score -1808733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1808765.250000 Penalty: 4580.624512
	Iteration 35Q: 3 clusters Score -1808765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1808779.875000 Penalty: 4580.624512
	Iteration 36Q: 3 clusters Score -1808780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1808795.250000 Penalty: 4580.624512
	Iteration 37Q: 3 clusters Score -1808795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1808803.250000 Penalty: 4580.624512
	Iteration 38Q: 3 clusters Score -1808803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1808810.000000 Penalty: 4580.624512
	Iteration 39Q: 3 clusters Score -1808810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1808812.125000 Penalty: 4580.624512
	Iteration 40F: 3 clusters Score -1808812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1808811.000000 Penalty: 4580.624512
	Iteration 41Q: 3 clusters Score -1808811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1808809.625000 Penalty: 4580.624512
	Iteration 42Q: 3 clusters Score -1808810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1808811.250000 Penalty: 4580.624512
	Iteration 43Q: 3 clusters Score -1808811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1808812.500000 Penalty: 4580.624512
	Iteration 44Q: 3 clusters Score -1808812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1808814.625000 Penalty: 4580.624512
	Iteration 45Q: 3 clusters Score -1808815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1808816.750000 Penalty: 4580.624512
	Iteration 46Q: 3 clusters Score -1808817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1808816.250000 Penalty: 4580.624512
	Iteration 47Q: 3 clusters Score -1808816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1808820.250000 Penalty: 4580.624512
	Iteration 48Q: 3 clusters Score -1808820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1808821.250000 Penalty: 4580.624512
	Iteration 49Q: 3 clusters Score -1808821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1808823.625000 Penalty: 4580.624512
	Iteration 50Q: 3 clusters Score -1808824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1808825.250000 Penalty: 4580.624512
	Iteration 51Q: 3 clusters Score -1808825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1808827.000000 Penalty: 4580.624512
	Iteration 52Q: 3 clusters Score -1808827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1808826.250000 Penalty: 4580.624512
	Iteration 53Q: 3 clusters Score -1808826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1808826.750000 Penalty: 4580.624512
	Iteration 54Q: 3 clusters Score -1808827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1808827.250000 Penalty: 4580.624512
	Iteration 55Q: 3 clusters Score -1808827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1808829.750000 Penalty: 4580.624512
	Iteration 56Q: 3 clusters Score -1808830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1808831.875000 Penalty: 4580.624512
	Iteration 57Q: 3 clusters Score -1808832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1808833.500000 Penalty: 4580.624512
	Iteration 58Q: 3 clusters Score -1808834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1808837.125000 Penalty: 4580.624512
	Iteration 59Q: 3 clusters Score -1808837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1808839.000000 Penalty: 4580.624512
	Iteration 60F: 3 clusters Score -1808839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1808839.875000 Penalty: 4580.624512
	Iteration 61Q: 3 clusters Score -1808840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1808839.125000 Penalty: 4580.624512
	Iteration 62Q: 3 clusters Score -1808839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1808839.125000 Penalty: 4580.624512
	Iteration 63F: 3 clusters Score -1808839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Entering Unmasked Estep 
Score: -8005333.000000 Penalty: 2656.877686
	Iteration 0F: 2 clusters Score -8005333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -7976034.500000 Penalty: 5313.755371
	Iteration 0F: 3 clusters Score -7976034 nChanged 20525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -7987454.000000 Penalty: 5313.755371
	Iteration 1F: 3 clusters Score -7987454 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -7988281.500000 Penalty: 5313.755371
	Iteration 2Q: 3 clusters Score -7988282 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -7989266.000000 Penalty: 5313.755371
	Iteration 3Q: 3 clusters Score -7989266 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -7990358.500000 Penalty: 5313.755371
	Iteration 4F: 3 clusters Score -7990358 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -7991780.500000 Penalty: 5313.755371
	Iteration 5F: 3 clusters Score -7991780 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -7993617.000000 Penalty: 5313.755371
	Iteration 6F: 3 clusters Score -7993617 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -7995967.000000 Penalty: 5313.755371
	Iteration 7F: 3 clusters Score -7995967 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7998446.000000 Penalty: 5313.755371
	Iteration 8F: 3 clusters Score -7998446 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8000467.500000 Penalty: 5313.755371
	Iteration 9F: 3 clusters Score -8000468 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8001703.500000 Penalty: 5313.755371
	Iteration 10Q: 3 clusters Score -8001704 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8002409.000000 Penalty: 5313.755371
	Iteration 11Q: 3 clusters Score -8002409 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8002709.500000 Penalty: 5313.755371
	Iteration 12Q: 3 clusters Score -8002710 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8002844.500000 Penalty: 5313.755371
	Iteration 13Q: 3 clusters Score -8002844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8002913.500000 Penalty: 5313.755371
	Iteration 14Q: 3 clusters Score -8002914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8002939.500000 Penalty: 5313.755371
	Iteration 15Q: 3 clusters Score -8002940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8002959.500000 Penalty: 5313.755371
	Iteration 16Q: 3 clusters Score -8002960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8002985.000000 Penalty: 5313.755371
	Iteration 17Q: 3 clusters Score -8002985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8003000.000000 Penalty: 5313.755371
	Iteration 18Q: 3 clusters Score -8003000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8003008.500000 Penalty: 5313.755371
	Iteration 19Q: 3 clusters Score -8003008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8003019.500000 Penalty: 5313.755371
	Iteration 20F: 3 clusters Score -8003020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8003035.500000 Penalty: 5313.755371
	Iteration 21Q: 3 clusters Score -8003036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8003036.500000 Penalty: 5313.755371
	Iteration 22Q: 3 clusters Score -8003036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8003036.500000 Penalty: 5313.755371
	Iteration 23F: 3 clusters Score -8003036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (23084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Entering Unmasked Estep 
Score: -4064818.750000 Penalty: 2491.629883
	Iteration 0F: 2 clusters Score -4064819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4048805.000000 Penalty: 4983.259766
	Iteration 0F: 3 clusters Score -4048805 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4054648.000000 Penalty: 4983.259766
	Iteration 1F: 3 clusters Score -4054648 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4055588.750000 Penalty: 4983.259766
	Iteration 2F: 3 clusters Score -4055589 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4056723.000000 Penalty: 4983.259766
	Iteration 3F: 3 clusters Score -4056723 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4057991.500000 Penalty: 4983.259766
	Iteration 4F: 3 clusters Score -4057992 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4059148.250000 Penalty: 4983.259766
	Iteration 5F: 3 clusters Score -4059148 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4060126.750000 Penalty: 4983.259766
	Iteration 6F: 3 clusters Score -4060127 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4060970.000000 Penalty: 4983.259766
	Iteration 7Q: 3 clusters Score -4060970 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4061545.750000 Penalty: 4983.259766
	Iteration 8Q: 3 clusters Score -4061546 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4061932.250000 Penalty: 4983.259766
	Iteration 9Q: 3 clusters Score -4061932 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4062202.000000 Penalty: 4983.259766
	Iteration 10Q: 3 clusters Score -4062202 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4062387.250000 Penalty: 4983.259766
	Iteration 11Q: 3 clusters Score -4062387 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4062496.000000 Penalty: 4983.259766
	Iteration 12Q: 3 clusters Score -4062496 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4062599.750000 Penalty: 4983.259766
	Iteration 13Q: 3 clusters Score -4062600 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4062705.000000 Penalty: 4983.259766
	Iteration 14Q: 3 clusters Score -4062705 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4062782.250000 Penalty: 4983.259766
	Iteration 15Q: 3 clusters Score -4062782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4062831.000000 Penalty: 4983.259766
	Iteration 16Q: 3 clusters Score -4062831 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4062866.250000 Penalty: 4983.259766
	Iteration 17Q: 3 clusters Score -4062866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4062896.250000 Penalty: 4983.259766
	Iteration 18Q: 3 clusters Score -4062896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4062918.000000 Penalty: 4983.259766
	Iteration 19Q: 3 clusters Score -4062918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4062948.500000 Penalty: 4983.259766
	Iteration 20F: 3 clusters Score -4062948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4062967.500000 Penalty: 4983.259766
	Iteration 21Q: 3 clusters Score -4062968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4062984.750000 Penalty: 4983.259766
	Iteration 22Q: 3 clusters Score -4062985 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4063010.500000 Penalty: 4983.259766
	Iteration 23Q: 3 clusters Score -4063010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4063032.500000 Penalty: 4983.259766
	Iteration 24Q: 3 clusters Score -4063032 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4063051.250000 Penalty: 4983.259766
	Iteration 25Q: 3 clusters Score -4063051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4063080.000000 Penalty: 4983.259766
	Iteration 26Q: 3 clusters Score -4063080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4063078.000000 Penalty: 4983.259766
	Iteration 27Q: 3 clusters Score -4063078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4063088.500000 Penalty: 4983.259766
	Iteration 28Q: 3 clusters Score -4063088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4063094.250000 Penalty: 4983.259766
	Iteration 29Q: 3 clusters Score -4063094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4063102.000000 Penalty: 4983.259766
	Iteration 30Q: 3 clusters Score -4063102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4063098.500000 Penalty: 4983.259766
	Iteration 31Q: 3 clusters Score -4063098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4063106.750000 Penalty: 4983.259766
	Iteration 32Q: 3 clusters Score -4063107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4063112.750000 Penalty: 4983.259766
	Iteration 33Q: 3 clusters Score -4063113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -4063118.000000 Penalty: 4983.259766
	Iteration 34Q: 3 clusters Score -4063118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4063117.500000 Penalty: 4983.259766
	Iteration 35Q: 3 clusters Score -4063118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4063123.750000 Penalty: 4983.259766
	Iteration 36Q: 3 clusters Score -4063124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4063125.000000 Penalty: 4983.259766
	Iteration 37Q: 3 clusters Score -4063125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4063141.000000 Penalty: 4983.259766
	Iteration 38Q: 3 clusters Score -4063141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4063140.750000 Penalty: 4983.259766
	Iteration 39Q: 3 clusters Score -4063141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4063144.250000 Penalty: 4983.259766
	Iteration 40F: 3 clusters Score -4063144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4063155.250000 Penalty: 4983.259766
	Iteration 41Q: 3 clusters Score -4063155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4063148.750000 Penalty: 4983.259766
	Iteration 42Q: 3 clusters Score -4063149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4063148.000000 Penalty: 4983.259766
	Iteration 43Q: 3 clusters Score -4063148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4063152.750000 Penalty: 4983.259766
	Iteration 44Q: 3 clusters Score -4063153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -4063153.250000 Penalty: 4983.259766
	Iteration 45Q: 3 clusters Score -4063153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4063151.750000 Penalty: 4983.259766
	Iteration 46Q: 3 clusters Score -4063152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4063151.750000 Penalty: 4983.259766
	Iteration 47F: 3 clusters Score -4063152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -46305.257812 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -46305.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45026.976562 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -45026.98 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45289.828125 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -45289.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45430.132812 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -45430.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45677.554688 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -45677.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45926.675781 Penalty: 3127.006592
	Iteration 4F: 3 clusters Score -45926.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46254.121094 Penalty: 3127.006592
	Iteration 5F: 3 clusters Score -46254.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46795.593750 Penalty: 3127.006592
	Iteration 6F: 3 clusters Score -46795.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47022.722656 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -47022.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47113.898438 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -47113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47178.023438 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -47178.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47183.011719 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -47183.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47186.121094 Penalty: 3127.006592
	Iteration 11F: 3 clusters Score -47186.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47221.316406 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -47221.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47274.921875 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -47274.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47304.242188 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -47304.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47304.242188 Penalty: 3127.006592
	Iteration 15F: 3 clusters Score -47304.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38471 members 
Mstep: Class 7 contains 24592 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 27928 members 
Mstep: Class 11 contains 40181 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 47552 members 
Mstep: Class 17 contains 47884 members 
Mstep: Class 18 contains 13920 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 46056 members 
Mstep: Class 21 contains 43887 members 
Mstep: Class 22 contains 14830 members 
Mstep: Class 23 contains 34425 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 39237 members 
Mstep: Class 27 contains 49254 members 
Mstep: Class 28 contains 35089 members 
Mstep: Class 29 contains 42422 members 
Mstep: Class 30 contains 11939 members 
Mstep: Class 31 contains 44750 members 
Mstep: Class 32 contains 10251 members 
Mstep: Class 33 contains 44946 members 
Mstep: Class 34 contains 23084 members 
Mstep: Class 35 contains 177 members 
Mstep: Class 36 contains 42115 members 
Mstep: Class 37 contains 68509 members 
Mstep: Class 38 contains 43552 members 
Mstep: Class 39 contains 45307 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
Score: -196416160.000000 Penalty: 138191.531250
Splitting cluster 35 changes total score from -196416400.000000 to -196416160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (42115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Entering Unmasked Estep 
Score: -7498373.500000 Penalty: 2640.743408
	Iteration 0F: 2 clusters Score -7498374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -7470194.500000 Penalty: 5281.486816
	Iteration 0F: 3 clusters Score -7470194 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -7480946.000000 Penalty: 5281.486816
	Iteration 1F: 3 clusters Score -7480946 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7481550.500000 Penalty: 5281.486816
	Iteration 2Q: 3 clusters Score -7481550 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7482241.500000 Penalty: 5281.486816
	Iteration 3Q: 3 clusters Score -7482242 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -7483148.000000 Penalty: 5281.486816
	Iteration 4Q: 3 clusters Score -7483148 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7484306.000000 Penalty: 5281.486816
	Iteration 5F: 3 clusters Score -7484306 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -7485617.500000 Penalty: 5281.486816
	Iteration 6F: 3 clusters Score -7485618 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7487032.000000 Penalty: 5281.486816
	Iteration 7F: 3 clusters Score -7487032 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -7488208.000000 Penalty: 5281.486816
	Iteration 8F: 3 clusters Score -7488208 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -7489163.000000 Penalty: 5281.486816
	Iteration 9Q: 3 clusters Score -7489163 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -7489985.000000 Penalty: 5281.486816
	Iteration 10Q: 3 clusters Score -7489985 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -7490566.500000 Penalty: 5281.486816
	Iteration 11Q: 3 clusters Score -7490566 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -7491127.000000 Penalty: 5281.486816
	Iteration 12Q: 3 clusters Score -7491127 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -7491575.500000 Penalty: 5281.486816
	Iteration 13Q: 3 clusters Score -7491576 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -7491934.500000 Penalty: 5281.486816
	Iteration 14Q: 3 clusters Score -7491934 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -7492285.000000 Penalty: 5281.486816
	Iteration 15Q: 3 clusters Score -7492285 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -7492629.000000 Penalty: 5281.486816
	Iteration 16Q: 3 clusters Score -7492629 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -7492943.000000 Penalty: 5281.486816
	Iteration 17Q: 3 clusters Score -7492943 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -7493225.500000 Penalty: 5281.486816
	Iteration 18Q: 3 clusters Score -7493226 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -7493522.500000 Penalty: 5281.486816
	Iteration 19Q: 3 clusters Score -7493522 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -7493814.500000 Penalty: 5281.486816
	Iteration 20F: 3 clusters Score -7493814 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -7494165.500000 Penalty: 5281.486816
	Iteration 21Q: 3 clusters Score -7494166 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -7494469.000000 Penalty: 5281.486816
	Iteration 22Q: 3 clusters Score -7494469 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -7494810.000000 Penalty: 5281.486816
	Iteration 23Q: 3 clusters Score -7494810 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -7495062.500000 Penalty: 5281.486816
	Iteration 24Q: 3 clusters Score -7495062 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -7495184.500000 Penalty: 5281.486816
	Iteration 25Q: 3 clusters Score -7495184 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -7495215.500000 Penalty: 5281.486816
	Iteration 26Q: 3 clusters Score -7495216 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -7495221.000000 Penalty: 5281.486816
	Iteration 27Q: 3 clusters Score -7495221 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -7495255.500000 Penalty: 5281.486816
	Iteration 28Q: 3 clusters Score -7495256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -7495272.000000 Penalty: 5281.486816
	Iteration 29Q: 3 clusters Score -7495272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -7495288.500000 Penalty: 5281.486816
	Iteration 30Q: 3 clusters Score -7495288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -7495297.000000 Penalty: 5281.486816
	Iteration 31Q: 3 clusters Score -7495297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -7495291.500000 Penalty: 5281.486816
	Iteration 32Q: 3 clusters Score -7495292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7495287.500000 Penalty: 5281.486816
	Iteration 33Q: 3 clusters Score -7495288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -7495290.000000 Penalty: 5281.486816
	Iteration 34Q: 3 clusters Score -7495290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -7495278.500000 Penalty: 5281.486816
	Iteration 35Q: 3 clusters Score -7495278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -7495277.500000 Penalty: 5281.486816
	Iteration 36Q: 3 clusters Score -7495278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -7495281.000000 Penalty: 5281.486816
	Iteration 37Q: 3 clusters Score -7495281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7495297.500000 Penalty: 5281.486816
	Iteration 38Q: 3 clusters Score -7495298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -7495286.000000 Penalty: 5281.486816
	Iteration 39Q: 3 clusters Score -7495286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -7495281.000000 Penalty: 5281.486816
	Iteration 40F: 3 clusters Score -7495281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -7495287.000000 Penalty: 5281.486816
	Iteration 41Q: 3 clusters Score -7495287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -7495290.000000 Penalty: 5281.486816
	Iteration 42Q: 3 clusters Score -7495290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -7495279.000000 Penalty: 5281.486816
	Iteration 43Q: 3 clusters Score -7495279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -7495290.500000 Penalty: 5281.486816
	Iteration 44Q: 3 clusters Score -7495290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -7495288.500000 Penalty: 5281.486816
	Iteration 45Q: 3 clusters Score -7495288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -7495293.000000 Penalty: 5281.486816
	Iteration 46Q: 3 clusters Score -7495293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -7495289.000000 Penalty: 5281.486816
	Iteration 47Q: 3 clusters Score -7495289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -7495294.500000 Penalty: 5281.486816
	Iteration 48Q: 3 clusters Score -7495294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -7495288.000000 Penalty: 5281.486816
	Iteration 49Q: 3 clusters Score -7495288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -7495295.000000 Penalty: 5281.486816
	Iteration 50Q: 3 clusters Score -7495295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -7495310.500000 Penalty: 5281.486816
	Iteration 51Q: 3 clusters Score -7495310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -7495309.000000 Penalty: 5281.486816
	Iteration 52Q: 3 clusters Score -7495309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7495308.000000 Penalty: 5281.486816
	Iteration 53Q: 3 clusters Score -7495308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -7495299.000000 Penalty: 5281.486816
	Iteration 54Q: 3 clusters Score -7495299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -7495302.000000 Penalty: 5281.486816
	Iteration 55Q: 3 clusters Score -7495302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -7495299.000000 Penalty: 5281.486816
	Iteration 56Q: 3 clusters Score -7495299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -7495298.500000 Penalty: 5281.486816
	Iteration 57Q: 3 clusters Score -7495298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -7495304.000000 Penalty: 5281.486816
	Iteration 58Q: 3 clusters Score -7495304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -7495298.000000 Penalty: 5281.486816
	Iteration 59Q: 3 clusters Score -7495298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7495296.500000 Penalty: 5281.486816
	Iteration 60F: 3 clusters Score -7495296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -7495297.000000 Penalty: 5281.486816
	Iteration 61Q: 3 clusters Score -7495297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -7495295.500000 Penalty: 5281.486816
	Iteration 62Q: 3 clusters Score -7495296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -7495295.000000 Penalty: 5281.486816
	Iteration 63Q: 3 clusters Score -7495295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -7495299.000000 Penalty: 5281.486816
	Iteration 64Q: 3 clusters Score -7495299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -7495303.500000 Penalty: 5281.486816
	Iteration 65Q: 3 clusters Score -7495304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -7495304.500000 Penalty: 5281.486816
	Iteration 66Q: 3 clusters Score -7495304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -7495303.000000 Penalty: 5281.486816
	Iteration 67Q: 3 clusters Score -7495303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -7495303.000000 Penalty: 5281.486816
	Iteration 68F: 3 clusters Score -7495303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (68509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Entering Unmasked Estep 
Score: -12080258.000000 Penalty: 2761.410645
	Iteration 0F: 2 clusters Score -1.208026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -12038709.000000 Penalty: 5522.821289
	Iteration 0F: 3 clusters Score -1.203871e+07 nChanged 32116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -12056776.000000 Penalty: 5522.821289
	Iteration 1F: 3 clusters Score -1.205678e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -12057378.000000 Penalty: 5522.821289
	Iteration 2Q: 3 clusters Score -1.205738e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -12058391.000000 Penalty: 5522.821289
	Iteration 3Q: 3 clusters Score -1.205839e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -12059850.000000 Penalty: 5522.821289
	Iteration 4Q: 3 clusters Score -1.205985e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -12062210.000000 Penalty: 5522.821289
	Iteration 5F: 3 clusters Score -1.206221e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -12065764.000000 Penalty: 5522.821289
	Iteration 6F: 3 clusters Score -1.206576e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -12070032.000000 Penalty: 5522.821289
	Iteration 7F: 3 clusters Score -1.207003e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -12073667.000000 Penalty: 5522.821289
	Iteration 8F: 3 clusters Score -1.207367e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -12076035.000000 Penalty: 5522.821289
	Iteration 9Q: 3 clusters Score -1.207604e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12077148.000000 Penalty: 5522.821289
	Iteration 10Q: 3 clusters Score -1.207715e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12077521.000000 Penalty: 5522.821289
	Iteration 11Q: 3 clusters Score -1.207752e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12077707.000000 Penalty: 5522.821289
	Iteration 12Q: 3 clusters Score -1.207771e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12077777.000000 Penalty: 5522.821289
	Iteration 13Q: 3 clusters Score -1.207778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12077839.000000 Penalty: 5522.821289
	Iteration 14Q: 3 clusters Score -1.207784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12077889.000000 Penalty: 5522.821289
	Iteration 15Q: 3 clusters Score -1.207789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12077920.000000 Penalty: 5522.821289
	Iteration 16Q: 3 clusters Score -1.207792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12077921.000000 Penalty: 5522.821289
	Iteration 17Q: 3 clusters Score -1.207792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12077927.000000 Penalty: 5522.821289
	Iteration 18Q: 3 clusters Score -1.207793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12077938.000000 Penalty: 5522.821289
	Iteration 19Q: 3 clusters Score -1.207794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12077947.000000 Penalty: 5522.821289
	Iteration 20F: 3 clusters Score -1.207795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12077948.000000 Penalty: 5522.821289
	Iteration 21Q: 3 clusters Score -1.207795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12077954.000000 Penalty: 5522.821289
	Iteration 22Q: 3 clusters Score -1.207795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12077954.000000 Penalty: 5522.821289
	Iteration 23F: 3 clusters Score -1.207795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Entering Unmasked Estep 
Score: -7863187.000000 Penalty: 2649.064453
	Iteration 0F: 2 clusters Score -7863187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -7834525.500000 Penalty: 5298.128906
	Iteration 0F: 3 clusters Score -7834526 nChanged 19955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -7845348.000000 Penalty: 5298.128906
	Iteration 1F: 3 clusters Score -7845348 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7845734.000000 Penalty: 5298.128906
	Iteration 2Q: 3 clusters Score -7845734 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -7846060.000000 Penalty: 5298.128906
	Iteration 3Q: 3 clusters Score -7846060 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -7846293.000000 Penalty: 5298.128906
	Iteration 4Q: 3 clusters Score -7846293 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -7846528.000000 Penalty: 5298.128906
	Iteration 5Q: 3 clusters Score -7846528 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7846651.000000 Penalty: 5298.128906
	Iteration 6Q: 3 clusters Score -7846651 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -7846773.500000 Penalty: 5298.128906
	Iteration 7Q: 3 clusters Score -7846774 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -7846974.500000 Penalty: 5298.128906
	Iteration 8Q: 3 clusters Score -7846974 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7847066.000000 Penalty: 5298.128906
	Iteration 9Q: 3 clusters Score -7847066 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7847188.000000 Penalty: 5298.128906
	Iteration 10Q: 3 clusters Score -7847188 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -7847321.500000 Penalty: 5298.128906
	Iteration 11Q: 3 clusters Score -7847322 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -7847474.000000 Penalty: 5298.128906
	Iteration 12Q: 3 clusters Score -7847474 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -7847684.000000 Penalty: 5298.128906
	Iteration 13Q: 3 clusters Score -7847684 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7847940.000000 Penalty: 5298.128906
	Iteration 14Q: 3 clusters Score -7847940 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -7848258.500000 Penalty: 5298.128906
	Iteration 15Q: 3 clusters Score -7848258 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -7848705.500000 Penalty: 5298.128906
	Iteration 16Q: 3 clusters Score -7848706 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -7849299.500000 Penalty: 5298.128906
	Iteration 17Q: 3 clusters Score -7849300 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -7850201.500000 Penalty: 5298.128906
	Iteration 18Q: 3 clusters Score -7850202 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -7851399.000000 Penalty: 5298.128906
	Iteration 19F: 3 clusters Score -7851399 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -7852942.500000 Penalty: 5298.128906
	Iteration 20F: 3 clusters Score -7852942 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -7854719.500000 Penalty: 5298.128906
	Iteration 21F: 3 clusters Score -7854720 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -7856489.500000 Penalty: 5298.128906
	Iteration 22F: 3 clusters Score -7856490 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7858037.500000 Penalty: 5298.128906
	Iteration 23Q: 3 clusters Score -7858038 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7859260.000000 Penalty: 5298.128906
	Iteration 24Q: 3 clusters Score -7859260 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7859954.500000 Penalty: 5298.128906
	Iteration 25Q: 3 clusters Score -7859954 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7860409.000000 Penalty: 5298.128906
	Iteration 26Q: 3 clusters Score -7860409 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7860610.500000 Penalty: 5298.128906
	Iteration 27Q: 3 clusters Score -7860610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7860719.500000 Penalty: 5298.128906
	Iteration 28Q: 3 clusters Score -7860720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7860777.000000 Penalty: 5298.128906
	Iteration 29Q: 3 clusters Score -7860777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7860819.000000 Penalty: 5298.128906
	Iteration 30Q: 3 clusters Score -7860819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7860852.000000 Penalty: 5298.128906
	Iteration 31Q: 3 clusters Score -7860852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7860884.500000 Penalty: 5298.128906
	Iteration 32Q: 3 clusters Score -7860884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7860880.000000 Penalty: 5298.128906
	Iteration 33Q: 3 clusters Score -7860880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7860886.500000 Penalty: 5298.128906
	Iteration 34Q: 3 clusters Score -7860886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7860887.000000 Penalty: 5298.128906
	Iteration 35Q: 3 clusters Score -7860887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7860900.500000 Penalty: 5298.128906
	Iteration 36Q: 3 clusters Score -7860900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7860901.000000 Penalty: 5298.128906
	Iteration 37Q: 3 clusters Score -7860901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7860904.500000 Penalty: 5298.128906
	Iteration 38Q: 3 clusters Score -7860904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7860902.000000 Penalty: 5298.128906
	Iteration 39Q: 3 clusters Score -7860902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7860911.500000 Penalty: 5298.128906
	Iteration 40F: 3 clusters Score -7860912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7860917.500000 Penalty: 5298.128906
	Iteration 41Q: 3 clusters Score -7860918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7860917.500000 Penalty: 5298.128906
	Iteration 42F: 3 clusters Score -7860918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (45307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Entering Unmasked Estep 
Score: -8261700.500000 Penalty: 2658.861816
	Iteration 0F: 2 clusters Score -8261700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -8232868.000000 Penalty: 5317.723633
	Iteration 0F: 3 clusters Score -8232868 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -8244435.000000 Penalty: 5317.723633
	Iteration 1F: 3 clusters Score -8244435 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -8244992.000000 Penalty: 5317.723633
	Iteration 2Q: 3 clusters Score -8244992 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -8245467.500000 Penalty: 5317.723633
	Iteration 3Q: 3 clusters Score -8245468 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -8246028.000000 Penalty: 5317.723633
	Iteration 4Q: 3 clusters Score -8246028 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -8246696.000000 Penalty: 5317.723633
	Iteration 5Q: 3 clusters Score -8246696 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -8247681.000000 Penalty: 5317.723633
	Iteration 6Q: 3 clusters Score -8247681 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -8249197.500000 Penalty: 5317.723633
	Iteration 7F: 3 clusters Score -8249198 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8251183.000000 Penalty: 5317.723633
	Iteration 8F: 3 clusters Score -8251183 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8253426.500000 Penalty: 5317.723633
	Iteration 9F: 3 clusters Score -8253426 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -8255501.500000 Penalty: 5317.723633
	Iteration 10F: 3 clusters Score -8255502 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -8257126.000000 Penalty: 5317.723633
	Iteration 11Q: 3 clusters Score -8257126 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -8258066.000000 Penalty: 5317.723633
	Iteration 12Q: 3 clusters Score -8258066 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8258616.500000 Penalty: 5317.723633
	Iteration 13Q: 3 clusters Score -8258616 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8258954.500000 Penalty: 5317.723633
	Iteration 14Q: 3 clusters Score -8258954 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8259162.500000 Penalty: 5317.723633
	Iteration 15Q: 3 clusters Score -8259162 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8259313.000000 Penalty: 5317.723633
	Iteration 16Q: 3 clusters Score -8259313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8259367.500000 Penalty: 5317.723633
	Iteration 17Q: 3 clusters Score -8259368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -8259415.000000 Penalty: 5317.723633
	Iteration 18Q: 3 clusters Score -8259415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8259442.500000 Penalty: 5317.723633
	Iteration 19Q: 3 clusters Score -8259442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8259454.500000 Penalty: 5317.723633
	Iteration 20F: 3 clusters Score -8259454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -8259466.000000 Penalty: 5317.723633
	Iteration 21Q: 3 clusters Score -8259466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8259467.000000 Penalty: 5317.723633
	Iteration 22Q: 3 clusters Score -8259467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8259488.000000 Penalty: 5317.723633
	Iteration 23Q: 3 clusters Score -8259488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -8259497.500000 Penalty: 5317.723633
	Iteration 24Q: 3 clusters Score -8259498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8259498.500000 Penalty: 5317.723633
	Iteration 25Q: 3 clusters Score -8259498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8259500.500000 Penalty: 5317.723633
	Iteration 26Q: 3 clusters Score -8259500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8259502.500000 Penalty: 5317.723633
	Iteration 27Q: 3 clusters Score -8259502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8259501.500000 Penalty: 5317.723633
	Iteration 28Q: 3 clusters Score -8259502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8259501.500000 Penalty: 5317.723633
	Iteration 29F: 3 clusters Score -8259502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38471 members 
Mstep: Class 7 contains 24592 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 27928 members 
Mstep: Class 11 contains 40181 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 47552 members 
Mstep: Class 17 contains 47884 members 
Mstep: Class 18 contains 13920 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 46056 members 
Mstep: Class 21 contains 43887 members 
Mstep: Class 22 contains 14830 members 
Mstep: Class 23 contains 34425 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 39237 members 
Mstep: Class 27 contains 49254 members 
Mstep: Class 28 contains 35089 members 
Mstep: Class 29 contains 42422 members 
Mstep: Class 30 contains 11939 members 
Mstep: Class 31 contains 44750 members 
Mstep: Class 32 contains 10251 members 
Mstep: Class 33 contains 44946 members 
Mstep: Class 34 contains 23084 members 
Mstep: Class 35 contains 547 members 
Mstep: Class 36 contains 42115 members 
Mstep: Class 37 contains 68509 members 
Mstep: Class 38 contains 43552 members 
Mstep: Class 39 contains 45307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417344.000000 Penalty: 134736.734375
Iteration 79Q: 40 clusters Score -1.964173e+08 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 8101 members 
Mstep: Class 3 contains 19892 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 24598 members 
Mstep: Class 8 contains 41585 members 
Mstep: Class 9 contains 42559 members 
Mstep: Class 10 contains 27895 members 
Mstep: Class 11 contains 40138 members 
Mstep: Class 12 contains 17402 members 
Mstep: Class 13 contains 5494 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 47496 members 
Mstep: Class 17 contains 47954 members 
Mstep: Class 18 contains 13946 members 
Mstep: Class 19 contains 43747 members 
Mstep: Class 20 contains 45998 members 
Mstep: Class 21 contains 43895 members 
Mstep: Class 22 contains 14807 members 
Mstep: Class 23 contains 34367 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 39907 members 
Mstep: Class 27 contains 49244 members 
Mstep: Class 28 contains 34932 members 
Mstep: Class 29 contains 42397 members 
Mstep: Class 30 contains 11951 members 
Mstep: Class 31 contains 44647 members 
Mstep: Class 32 contains 10565 members 
Mstep: Class 33 contains 45020 members 
Mstep: Class 34 contains 22974 members 
Mstep: Class 35 contains 547 members 
Mstep: Class 36 contains 42131 members 
Mstep: Class 37 contains 68420 members 
Mstep: Class 38 contains 43588 members 
Mstep: Class 39 contains 45289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196417808.000000 Penalty: 134736.734375
Iteration 80F: 40 clusters Score -1.964178e+08 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 8098 members 
Mstep: Class 3 contains 19668 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38479 members 
Mstep: Class 7 contains 24601 members 
Mstep: Class 8 contains 41525 members 
Mstep: Class 9 contains 42548 members 
Mstep: Class 10 contains 27846 members 
Mstep: Class 11 contains 39975 members 
Mstep: Class 12 contains 17337 members 
Mstep: Class 13 contains 5517 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 47430 members 
Mstep: Class 17 contains 48024 members 
Mstep: Class 18 contains 13979 members 
Mstep: Class 19 contains 43828 members 
Mstep: Class 20 contains 45948 members 
Mstep: Class 21 contains 43908 members 
Mstep: Class 22 contains 14769 members 
Mstep: Class 23 contains 34278 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 40648 members 
Mstep: Class 27 contains 49243 members 
Mstep: Class 28 contains 34697 members 
Mstep: Class 29 contains 42366 members 
Mstep: Class 30 contains 11966 members 
Mstep: Class 31 contains 44569 members 
Mstep: Class 32 contains 10854 members 
Mstep: Class 33 contains 45075 members 
Mstep: Class 34 contains 22882 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 42138 members 
Mstep: Class 37 contains 68353 members 
Mstep: Class 38 contains 43639 members 
Mstep: Class 39 contains 45276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418400.000000 Penalty: 134736.734375
Iteration 81Q: 40 clusters Score -1.964184e+08 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 19455 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38478 members 
Mstep: Class 7 contains 24593 members 
Mstep: Class 8 contains 41447 members 
Mstep: Class 9 contains 42542 members 
Mstep: Class 10 contains 27787 members 
Mstep: Class 11 contains 39761 members 
Mstep: Class 12 contains 17337 members 
Mstep: Class 13 contains 5538 members 
Mstep: Class 14 contains 8206 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 47370 members 
Mstep: Class 17 contains 48106 members 
Mstep: Class 18 contains 14014 members 
Mstep: Class 19 contains 43908 members 
Mstep: Class 20 contains 45879 members 
Mstep: Class 21 contains 43886 members 
Mstep: Class 22 contains 14737 members 
Mstep: Class 23 contains 34183 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 41447 members 
Mstep: Class 27 contains 49239 members 
Mstep: Class 28 contains 34534 members 
Mstep: Class 29 contains 42339 members 
Mstep: Class 30 contains 11977 members 
Mstep: Class 31 contains 44471 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 45118 members 
Mstep: Class 34 contains 22799 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 42145 members 
Mstep: Class 37 contains 68315 members 
Mstep: Class 38 contains 43688 members 
Mstep: Class 39 contains 45284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418464.000000 Penalty: 134736.734375
Iteration 82Q: 40 clusters Score -1.964185e+08 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 8081 members 
Mstep: Class 3 contains 19252 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38509 members 
Mstep: Class 7 contains 24570 members 
Mstep: Class 8 contains 41391 members 
Mstep: Class 9 contains 42533 members 
Mstep: Class 10 contains 27749 members 
Mstep: Class 11 contains 39486 members 
Mstep: Class 12 contains 17368 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 47345 members 
Mstep: Class 17 contains 48174 members 
Mstep: Class 18 contains 14042 members 
Mstep: Class 19 contains 43974 members 
Mstep: Class 20 contains 45789 members 
Mstep: Class 21 contains 43892 members 
Mstep: Class 22 contains 14709 members 
Mstep: Class 23 contains 34092 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 42296 members 
Mstep: Class 27 contains 49203 members 
Mstep: Class 28 contains 34408 members 
Mstep: Class 29 contains 42335 members 
Mstep: Class 30 contains 11989 members 
Mstep: Class 31 contains 44323 members 
Mstep: Class 32 contains 11265 members 
Mstep: Class 33 contains 45150 members 
Mstep: Class 34 contains 22729 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 42159 members 
Mstep: Class 37 contains 68275 members 
Mstep: Class 38 contains 43751 members 
Mstep: Class 39 contains 45245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418912.000000 Penalty: 134736.734375
Iteration 83Q: 40 clusters Score -1.964189e+08 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 8085 members 
Mstep: Class 3 contains 19069 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38557 members 
Mstep: Class 7 contains 24550 members 
Mstep: Class 8 contains 41358 members 
Mstep: Class 9 contains 42538 members 
Mstep: Class 10 contains 27692 members 
Mstep: Class 11 contains 39130 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 5583 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 47357 members 
Mstep: Class 17 contains 48244 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 44018 members 
Mstep: Class 20 contains 45743 members 
Mstep: Class 21 contains 43880 members 
Mstep: Class 22 contains 14675 members 
Mstep: Class 23 contains 33972 members 
Mstep: Class 24 contains 2271 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 43194 members 
Mstep: Class 27 contains 49149 members 
Mstep: Class 28 contains 34302 members 
Mstep: Class 29 contains 42329 members 
Mstep: Class 30 contains 11991 members 
Mstep: Class 31 contains 44191 members 
Mstep: Class 32 contains 11395 members 
Mstep: Class 33 contains 45186 members 
Mstep: Class 34 contains 22647 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 42160 members 
Mstep: Class 37 contains 68253 members 
Mstep: Class 38 contains 43810 members 
Mstep: Class 39 contains 45208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418688.000000 Penalty: 134736.734375
Iteration 84Q: 40 clusters Score -1.964187e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38611 members 
Mstep: Class 7 contains 24537 members 
Mstep: Class 8 contains 41331 members 
Mstep: Class 9 contains 42551 members 
Mstep: Class 10 contains 27646 members 
Mstep: Class 11 contains 38827 members 
Mstep: Class 12 contains 17408 members 
Mstep: Class 13 contains 5597 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 47374 members 
Mstep: Class 17 contains 48324 members 
Mstep: Class 18 contains 14093 members 
Mstep: Class 19 contains 44071 members 
Mstep: Class 20 contains 45675 members 
Mstep: Class 21 contains 43870 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 33845 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 44102 members 
Mstep: Class 27 contains 49069 members 
Mstep: Class 28 contains 34196 members 
Mstep: Class 29 contains 42321 members 
Mstep: Class 30 contains 12001 members 
Mstep: Class 31 contains 43978 members 
Mstep: Class 32 contains 11502 members 
Mstep: Class 33 contains 45220 members 
Mstep: Class 34 contains 22546 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 42160 members 
Mstep: Class 37 contains 68204 members 
Mstep: Class 38 contains 43889 members 
Mstep: Class 39 contains 45221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419184.000000 Penalty: 134736.734375
Iteration 85Q: 40 clusters Score -1.964192e+08 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 18644 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38690 members 
Mstep: Class 7 contains 24523 members 
Mstep: Class 8 contains 41334 members 
Mstep: Class 9 contains 42564 members 
Mstep: Class 10 contains 27587 members 
Mstep: Class 11 contains 38526 members 
Mstep: Class 12 contains 17466 members 
Mstep: Class 13 contains 5610 members 
Mstep: Class 14 contains 8217 members 
Mstep: Class 15 contains 1166 members 
Mstep: Class 16 contains 47365 members 
Mstep: Class 17 contains 48428 members 
Mstep: Class 18 contains 14119 members 
Mstep: Class 19 contains 44121 members 
Mstep: Class 20 contains 45601 members 
Mstep: Class 21 contains 43837 members 
Mstep: Class 22 contains 14668 members 
Mstep: Class 23 contains 33743 members 
Mstep: Class 24 contains 2287 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 44934 members 
Mstep: Class 27 contains 49009 members 
Mstep: Class 28 contains 34104 members 
Mstep: Class 29 contains 42325 members 
Mstep: Class 30 contains 12013 members 
Mstep: Class 31 contains 43728 members 
Mstep: Class 32 contains 11588 members 
Mstep: Class 33 contains 45279 members 
Mstep: Class 34 contains 22440 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 42159 members 
Mstep: Class 37 contains 68180 members 
Mstep: Class 38 contains 43942 members 
Mstep: Class 39 contains 45238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419264.000000 Penalty: 134736.734375
Iteration 86Q: 40 clusters Score -1.964193e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 8081 members 
Mstep: Class 3 contains 18402 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38798 members 
Mstep: Class 7 contains 24505 members 
Mstep: Class 8 contains 41323 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 27554 members 
Mstep: Class 11 contains 38189 members 
Mstep: Class 12 contains 17529 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 47330 members 
Mstep: Class 17 contains 48515 members 
Mstep: Class 18 contains 14125 members 
Mstep: Class 19 contains 44180 members 
Mstep: Class 20 contains 45547 members 
Mstep: Class 21 contains 43812 members 
Mstep: Class 22 contains 14657 members 
Mstep: Class 23 contains 33682 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 45722 members 
Mstep: Class 27 contains 48933 members 
Mstep: Class 28 contains 34028 members 
Mstep: Class 29 contains 42336 members 
Mstep: Class 30 contains 12028 members 
Mstep: Class 31 contains 43492 members 
Mstep: Class 32 contains 11646 members 
Mstep: Class 33 contains 45343 members 
Mstep: Class 34 contains 22361 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 42155 members 
Mstep: Class 37 contains 68171 members 
Mstep: Class 38 contains 44029 members 
Mstep: Class 39 contains 45246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419504.000000 Penalty: 134736.734375
Iteration 87Q: 40 clusters Score -1.964195e+08 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 8078 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 38898 members 
Mstep: Class 7 contains 24500 members 
Mstep: Class 8 contains 41310 members 
Mstep: Class 9 contains 42576 members 
Mstep: Class 10 contains 27526 members 
Mstep: Class 11 contains 37854 members 
Mstep: Class 12 contains 17598 members 
Mstep: Class 13 contains 5641 members 
Mstep: Class 14 contains 8231 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 47324 members 
Mstep: Class 17 contains 48618 members 
Mstep: Class 18 contains 14151 members 
Mstep: Class 19 contains 44238 members 
Mstep: Class 20 contains 45484 members 
Mstep: Class 21 contains 43829 members 
Mstep: Class 22 contains 14638 members 
Mstep: Class 23 contains 33618 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 46412 members 
Mstep: Class 27 contains 48862 members 
Mstep: Class 28 contains 33967 members 
Mstep: Class 29 contains 42345 members 
Mstep: Class 30 contains 12033 members 
Mstep: Class 31 contains 43261 members 
Mstep: Class 32 contains 11705 members 
Mstep: Class 33 contains 45414 members 
Mstep: Class 34 contains 22296 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 42160 members 
Mstep: Class 37 contains 68130 members 
Mstep: Class 38 contains 44090 members 
Mstep: Class 39 contains 45245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419728.000000 Penalty: 134736.734375
Iteration 88Q: 40 clusters Score -1.964197e+08 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 17965 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39018 members 
Mstep: Class 7 contains 24492 members 
Mstep: Class 8 contains 41277 members 
Mstep: Class 9 contains 42601 members 
Mstep: Class 10 contains 27490 members 
Mstep: Class 11 contains 37569 members 
Mstep: Class 12 contains 17656 members 
Mstep: Class 13 contains 5649 members 
Mstep: Class 14 contains 8231 members 
Mstep: Class 15 contains 1163 members 
Mstep: Class 16 contains 47305 members 
Mstep: Class 17 contains 48704 members 
Mstep: Class 18 contains 14176 members 
Mstep: Class 19 contains 44287 members 
Mstep: Class 20 contains 45449 members 
Mstep: Class 21 contains 43868 members 
Mstep: Class 22 contains 14626 members 
Mstep: Class 23 contains 33565 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 46949 members 
Mstep: Class 27 contains 48816 members 
Mstep: Class 28 contains 33956 members 
Mstep: Class 29 contains 42337 members 
Mstep: Class 30 contains 12039 members 
Mstep: Class 31 contains 43080 members 
Mstep: Class 32 contains 11763 members 
Mstep: Class 33 contains 45458 members 
Mstep: Class 34 contains 22229 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 42176 members 
Mstep: Class 37 contains 68090 members 
Mstep: Class 38 contains 44143 members 
Mstep: Class 39 contains 45206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419552.000000 Penalty: 134736.734375
Iteration 89Q: 40 clusters Score -1.964196e+08 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 17756 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39111 members 
Mstep: Class 7 contains 24487 members 
Mstep: Class 8 contains 41212 members 
Mstep: Class 9 contains 42610 members 
Mstep: Class 10 contains 27452 members 
Mstep: Class 11 contains 37348 members 
Mstep: Class 12 contains 17721 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 8234 members 
Mstep: Class 15 contains 1163 members 
Mstep: Class 16 contains 47298 members 
Mstep: Class 17 contains 48810 members 
Mstep: Class 18 contains 14206 members 
Mstep: Class 19 contains 44351 members 
Mstep: Class 20 contains 45401 members 
Mstep: Class 21 contains 43893 members 
Mstep: Class 22 contains 14624 members 
Mstep: Class 23 contains 33507 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 47473 members 
Mstep: Class 27 contains 48755 members 
Mstep: Class 28 contains 33945 members 
Mstep: Class 29 contains 42332 members 
Mstep: Class 30 contains 12044 members 
Mstep: Class 31 contains 42910 members 
Mstep: Class 32 contains 11803 members 
Mstep: Class 33 contains 45493 members 
Mstep: Class 34 contains 22156 members 
Mstep: Class 35 contains 523 members 
Mstep: Class 36 contains 42189 members 
Mstep: Class 37 contains 68074 members 
Mstep: Class 38 contains 44183 members 
Mstep: Class 39 contains 45162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420032.000000 Penalty: 134736.734375
Iteration 90Q: 40 clusters Score -1.9642e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 17566 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39199 members 
Mstep: Class 7 contains 24473 members 
Mstep: Class 8 contains 41147 members 
Mstep: Class 9 contains 42623 members 
Mstep: Class 10 contains 27420 members 
Mstep: Class 11 contains 37126 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 13 contains 5676 members 
Mstep: Class 14 contains 8234 members 
Mstep: Class 15 contains 1163 members 
Mstep: Class 16 contains 47301 members 
Mstep: Class 17 contains 48915 members 
Mstep: Class 18 contains 14224 members 
Mstep: Class 19 contains 44413 members 
Mstep: Class 20 contains 45371 members 
Mstep: Class 21 contains 43913 members 
Mstep: Class 22 contains 14630 members 
Mstep: Class 23 contains 33460 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 47896 members 
Mstep: Class 27 contains 48738 members 
Mstep: Class 28 contains 33925 members 
Mstep: Class 29 contains 42301 members 
Mstep: Class 30 contains 12049 members 
Mstep: Class 31 contains 42780 members 
Mstep: Class 32 contains 11832 members 
Mstep: Class 33 contains 45557 members 
Mstep: Class 34 contains 22074 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 42201 members 
Mstep: Class 37 contains 68101 members 
Mstep: Class 38 contains 44227 members 
Mstep: Class 39 contains 45122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419904.000000 Penalty: 134736.734375
Iteration 91Q: 40 clusters Score -1.964199e+08 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 17393 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39262 members 
Mstep: Class 7 contains 24462 members 
Mstep: Class 8 contains 41104 members 
Mstep: Class 9 contains 42627 members 
Mstep: Class 10 contains 27377 members 
Mstep: Class 11 contains 36942 members 
Mstep: Class 12 contains 17843 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 8238 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 47311 members 
Mstep: Class 17 contains 49023 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 44472 members 
Mstep: Class 20 contains 45348 members 
Mstep: Class 21 contains 43960 members 
Mstep: Class 22 contains 14620 members 
Mstep: Class 23 contains 33439 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 48291 members 
Mstep: Class 27 contains 48721 members 
Mstep: Class 28 contains 33940 members 
Mstep: Class 29 contains 42244 members 
Mstep: Class 30 contains 12064 members 
Mstep: Class 31 contains 42621 members 
Mstep: Class 32 contains 11864 members 
Mstep: Class 33 contains 45592 members 
Mstep: Class 34 contains 22009 members 
Mstep: Class 35 contains 520 members 
Mstep: Class 36 contains 42209 members 
Mstep: Class 37 contains 68101 members 
Mstep: Class 38 contains 44264 members 
Mstep: Class 39 contains 45076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419840.000000 Penalty: 134736.734375
Iteration 92Q: 40 clusters Score -1.964198e+08 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 8072 members 
Mstep: Class 3 contains 17221 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39316 members 
Mstep: Class 7 contains 24457 members 
Mstep: Class 8 contains 41051 members 
Mstep: Class 9 contains 42636 members 
Mstep: Class 10 contains 27358 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 8243 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 47309 members 
Mstep: Class 17 contains 49113 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 44534 members 
Mstep: Class 20 contains 45339 members 
Mstep: Class 21 contains 44021 members 
Mstep: Class 22 contains 14617 members 
Mstep: Class 23 contains 33419 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 48590 members 
Mstep: Class 27 contains 48703 members 
Mstep: Class 28 contains 33955 members 
Mstep: Class 29 contains 42191 members 
Mstep: Class 30 contains 12072 members 
Mstep: Class 31 contains 42495 members 
Mstep: Class 32 contains 11890 members 
Mstep: Class 33 contains 45631 members 
Mstep: Class 34 contains 21965 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42227 members 
Mstep: Class 37 contains 68108 members 
Mstep: Class 38 contains 44301 members 
Mstep: Class 39 contains 45050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420608.000000 Penalty: 134736.734375
Iteration 93Q: 40 clusters Score -1.964206e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 8070 members 
Mstep: Class 3 contains 17086 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39374 members 
Mstep: Class 7 contains 24452 members 
Mstep: Class 8 contains 40977 members 
Mstep: Class 9 contains 42642 members 
Mstep: Class 10 contains 27319 members 
Mstep: Class 11 contains 36628 members 
Mstep: Class 12 contains 17976 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 8253 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 47324 members 
Mstep: Class 17 contains 49212 members 
Mstep: Class 18 contains 14263 members 
Mstep: Class 19 contains 44581 members 
Mstep: Class 20 contains 45311 members 
Mstep: Class 21 contains 44067 members 
Mstep: Class 22 contains 14597 members 
Mstep: Class 23 contains 33374 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 48829 members 
Mstep: Class 27 contains 48670 members 
Mstep: Class 28 contains 33997 members 
Mstep: Class 29 contains 42144 members 
Mstep: Class 30 contains 12074 members 
Mstep: Class 31 contains 42440 members 
Mstep: Class 32 contains 11909 members 
Mstep: Class 33 contains 45679 members 
Mstep: Class 34 contains 21921 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42224 members 
Mstep: Class 37 contains 68110 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 45034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420272.000000 Penalty: 134736.734375
Iteration 94Q: 40 clusters Score -1.964203e+08 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 16951 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39447 members 
Mstep: Class 7 contains 24444 members 
Mstep: Class 8 contains 40924 members 
Mstep: Class 9 contains 42649 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 36505 members 
Mstep: Class 12 contains 18032 members 
Mstep: Class 13 contains 5728 members 
Mstep: Class 14 contains 8258 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 47335 members 
Mstep: Class 17 contains 49317 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 44614 members 
Mstep: Class 20 contains 45290 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 14591 members 
Mstep: Class 23 contains 33310 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 49066 members 
Mstep: Class 27 contains 48631 members 
Mstep: Class 28 contains 34030 members 
Mstep: Class 29 contains 42099 members 
Mstep: Class 30 contains 12078 members 
Mstep: Class 31 contains 42385 members 
Mstep: Class 32 contains 11920 members 
Mstep: Class 33 contains 45715 members 
Mstep: Class 34 contains 21897 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42224 members 
Mstep: Class 37 contains 68114 members 
Mstep: Class 38 contains 44443 members 
Mstep: Class 39 contains 45005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420080.000000 Penalty: 134736.734375
Iteration 95Q: 40 clusters Score -1.964201e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 8069 members 
Mstep: Class 3 contains 16817 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39506 members 
Mstep: Class 7 contains 24432 members 
Mstep: Class 8 contains 40876 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 27242 members 
Mstep: Class 11 contains 36393 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 8268 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 47328 members 
Mstep: Class 17 contains 49405 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 44655 members 
Mstep: Class 20 contains 45282 members 
Mstep: Class 21 contains 44134 members 
Mstep: Class 22 contains 14582 members 
Mstep: Class 23 contains 33262 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 49237 members 
Mstep: Class 27 contains 48573 members 
Mstep: Class 28 contains 34079 members 
Mstep: Class 29 contains 42074 members 
Mstep: Class 30 contains 12083 members 
Mstep: Class 31 contains 42353 members 
Mstep: Class 32 contains 11937 members 
Mstep: Class 33 contains 45742 members 
Mstep: Class 34 contains 21858 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42220 members 
Mstep: Class 37 contains 68133 members 
Mstep: Class 38 contains 44506 members 
Mstep: Class 39 contains 44967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420016.000000 Penalty: 134736.734375
Iteration 96Q: 40 clusters Score -1.9642e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 16709 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39551 members 
Mstep: Class 7 contains 24423 members 
Mstep: Class 8 contains 40816 members 
Mstep: Class 9 contains 42648 members 
Mstep: Class 10 contains 27200 members 
Mstep: Class 11 contains 36320 members 
Mstep: Class 12 contains 18154 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 8277 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 47344 members 
Mstep: Class 17 contains 49492 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 44681 members 
Mstep: Class 20 contains 45253 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 14569 members 
Mstep: Class 23 contains 33212 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 49395 members 
Mstep: Class 27 contains 48526 members 
Mstep: Class 28 contains 34122 members 
Mstep: Class 29 contains 42044 members 
Mstep: Class 30 contains 12082 members 
Mstep: Class 31 contains 42385 members 
Mstep: Class 32 contains 11960 members 
Mstep: Class 33 contains 45778 members 
Mstep: Class 34 contains 21818 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42215 members 
Mstep: Class 37 contains 68146 members 
Mstep: Class 38 contains 44568 members 
Mstep: Class 39 contains 44914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419968.000000 Penalty: 134736.734375
Iteration 97Q: 40 clusters Score -1.9642e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39605 members 
Mstep: Class 7 contains 24419 members 
Mstep: Class 8 contains 40753 members 
Mstep: Class 9 contains 42647 members 
Mstep: Class 10 contains 27149 members 
Mstep: Class 11 contains 36228 members 
Mstep: Class 12 contains 18216 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 8291 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 47326 members 
Mstep: Class 17 contains 49582 members 
Mstep: Class 18 contains 14331 members 
Mstep: Class 19 contains 44707 members 
Mstep: Class 20 contains 45227 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 14566 members 
Mstep: Class 23 contains 33158 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 49559 members 
Mstep: Class 27 contains 48493 members 
Mstep: Class 28 contains 34158 members 
Mstep: Class 29 contains 42020 members 
Mstep: Class 30 contains 12078 members 
Mstep: Class 31 contains 42421 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 45787 members 
Mstep: Class 34 contains 21767 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42210 members 
Mstep: Class 37 contains 68147 members 
Mstep: Class 38 contains 44626 members 
Mstep: Class 39 contains 44927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419744.000000 Penalty: 134736.734375
Iteration 98Q: 40 clusters Score -1.964197e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 16481 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39669 members 
Mstep: Class 7 contains 24414 members 
Mstep: Class 8 contains 40703 members 
Mstep: Class 9 contains 42645 members 
Mstep: Class 10 contains 27095 members 
Mstep: Class 11 contains 36174 members 
Mstep: Class 12 contains 18282 members 
Mstep: Class 13 contains 5770 members 
Mstep: Class 14 contains 8302 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 47317 members 
Mstep: Class 17 contains 49673 members 
Mstep: Class 18 contains 14345 members 
Mstep: Class 19 contains 44730 members 
Mstep: Class 20 contains 45202 members 
Mstep: Class 21 contains 44170 members 
Mstep: Class 22 contains 14555 members 
Mstep: Class 23 contains 33103 members 
Mstep: Class 24 contains 2312 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 49690 members 
Mstep: Class 27 contains 48474 members 
Mstep: Class 28 contains 34189 members 
Mstep: Class 29 contains 42015 members 
Mstep: Class 30 contains 12074 members 
Mstep: Class 31 contains 42434 members 
Mstep: Class 32 contains 12010 members 
Mstep: Class 33 contains 45810 members 
Mstep: Class 34 contains 21718 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42202 members 
Mstep: Class 37 contains 68158 members 
Mstep: Class 38 contains 44672 members 
Mstep: Class 39 contains 44951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419472.000000 Penalty: 134736.734375
Iteration 99Q: 40 clusters Score -1.964195e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39734 members 
Mstep: Class 7 contains 24399 members 
Mstep: Class 8 contains 40686 members 
Mstep: Class 9 contains 42642 members 
Mstep: Class 10 contains 27060 members 
Mstep: Class 11 contains 36132 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 8311 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 47304 members 
Mstep: Class 17 contains 49746 members 
Mstep: Class 18 contains 14354 members 
Mstep: Class 19 contains 44754 members 
Mstep: Class 20 contains 45184 members 
Mstep: Class 21 contains 44153 members 
Mstep: Class 22 contains 14549 members 
Mstep: Class 23 contains 33041 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 49794 members 
Mstep: Class 27 contains 48463 members 
Mstep: Class 28 contains 34213 members 
Mstep: Class 29 contains 42000 members 
Mstep: Class 30 contains 12075 members 
Mstep: Class 31 contains 42417 members 
Mstep: Class 32 contains 12025 members 
Mstep: Class 33 contains 45842 members 
Mstep: Class 34 contains 21671 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42216 members 
Mstep: Class 37 contains 68177 members 
Mstep: Class 38 contains 44705 members 
Mstep: Class 39 contains 44970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419840.000000 Penalty: 134736.734375
Iteration 100F: 40 clusters Score -1.964198e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 16281 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39771 members 
Mstep: Class 7 contains 24386 members 
Mstep: Class 8 contains 40697 members 
Mstep: Class 9 contains 42639 members 
Mstep: Class 10 contains 27014 members 
Mstep: Class 11 contains 36083 members 
Mstep: Class 12 contains 18380 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 8322 members 
Mstep: Class 15 contains 1151 members 
Mstep: Class 16 contains 47299 members 
Mstep: Class 17 contains 49826 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 44777 members 
Mstep: Class 20 contains 45150 members 
Mstep: Class 21 contains 44117 members 
Mstep: Class 22 contains 14537 members 
Mstep: Class 23 contains 32983 members 
Mstep: Class 24 contains 2316 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 49939 members 
Mstep: Class 27 contains 48439 members 
Mstep: Class 28 contains 34220 members 
Mstep: Class 29 contains 42000 members 
Mstep: Class 30 contains 12078 members 
Mstep: Class 31 contains 42409 members 
Mstep: Class 32 contains 12038 members 
Mstep: Class 33 contains 45861 members 
Mstep: Class 34 contains 21616 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 42235 members 
Mstep: Class 37 contains 68184 members 
Mstep: Class 38 contains 44714 members 
Mstep: Class 39 contains 44987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419376.000000 Penalty: 134736.734375
Iteration 101Q: 40 clusters Score -1.964194e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 8073 members 
Mstep: Class 3 contains 16202 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39777 members 
Mstep: Class 7 contains 24363 members 
Mstep: Class 8 contains 40699 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 26960 members 
Mstep: Class 11 contains 36019 members 
Mstep: Class 12 contains 18427 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 8330 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 47314 members 
Mstep: Class 17 contains 49890 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 44806 members 
Mstep: Class 20 contains 45113 members 
Mstep: Class 21 contains 44087 members 
Mstep: Class 22 contains 14537 members 
Mstep: Class 23 contains 32924 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 50128 members 
Mstep: Class 27 contains 48413 members 
Mstep: Class 28 contains 34231 members 
Mstep: Class 29 contains 41967 members 
Mstep: Class 30 contains 12093 members 
Mstep: Class 31 contains 42383 members 
Mstep: Class 32 contains 12055 members 
Mstep: Class 33 contains 45868 members 
Mstep: Class 34 contains 21572 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 42244 members 
Mstep: Class 37 contains 68214 members 
Mstep: Class 38 contains 44763 members 
Mstep: Class 39 contains 44982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419456.000000 Penalty: 134736.734375
Iteration 102Q: 40 clusters Score -1.964195e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 16130 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39770 members 
Mstep: Class 7 contains 24349 members 
Mstep: Class 8 contains 40694 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 26916 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 18488 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 8342 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 47280 members 
Mstep: Class 17 contains 49965 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 44836 members 
Mstep: Class 20 contains 45079 members 
Mstep: Class 21 contains 44069 members 
Mstep: Class 22 contains 14545 members 
Mstep: Class 23 contains 32860 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 50321 members 
Mstep: Class 27 contains 48412 members 
Mstep: Class 28 contains 34243 members 
Mstep: Class 29 contains 41945 members 
Mstep: Class 30 contains 12102 members 
Mstep: Class 31 contains 42361 members 
Mstep: Class 32 contains 12071 members 
Mstep: Class 33 contains 45873 members 
Mstep: Class 34 contains 21516 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 42252 members 
Mstep: Class 37 contains 68219 members 
Mstep: Class 38 contains 44801 members 
Mstep: Class 39 contains 44979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419104.000000 Penalty: 134736.734375
Iteration 103Q: 40 clusters Score -1.964191e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 16045 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39776 members 
Mstep: Class 7 contains 24339 members 
Mstep: Class 8 contains 40676 members 
Mstep: Class 9 contains 42636 members 
Mstep: Class 10 contains 26882 members 
Mstep: Class 11 contains 35882 members 
Mstep: Class 12 contains 18543 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 8351 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 47254 members 
Mstep: Class 17 contains 50056 members 
Mstep: Class 18 contains 14390 members 
Mstep: Class 19 contains 44868 members 
Mstep: Class 20 contains 45026 members 
Mstep: Class 21 contains 44043 members 
Mstep: Class 22 contains 14545 members 
Mstep: Class 23 contains 32800 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 50503 members 
Mstep: Class 27 contains 48387 members 
Mstep: Class 28 contains 34231 members 
Mstep: Class 29 contains 41945 members 
Mstep: Class 30 contains 12102 members 
Mstep: Class 31 contains 42361 members 
Mstep: Class 32 contains 12086 members 
Mstep: Class 33 contains 45881 members 
Mstep: Class 34 contains 21452 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 42255 members 
Mstep: Class 37 contains 68256 members 
Mstep: Class 38 contains 44819 members 
Mstep: Class 39 contains 45013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419120.000000 Penalty: 134736.734375
Iteration 104Q: 40 clusters Score -1.964191e+08 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 8072 members 
Mstep: Class 3 contains 15969 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39795 members 
Mstep: Class 7 contains 24325 members 
Mstep: Class 8 contains 40646 members 
Mstep: Class 9 contains 42644 members 
Mstep: Class 10 contains 26854 members 
Mstep: Class 11 contains 35804 members 
Mstep: Class 12 contains 18601 members 
Mstep: Class 13 contains 5821 members 
Mstep: Class 14 contains 8356 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47216 members 
Mstep: Class 17 contains 50151 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 44890 members 
Mstep: Class 20 contains 44977 members 
Mstep: Class 21 contains 44017 members 
Mstep: Class 22 contains 14544 members 
Mstep: Class 23 contains 32730 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 50652 members 
Mstep: Class 27 contains 48365 members 
Mstep: Class 28 contains 34233 members 
Mstep: Class 29 contains 41928 members 
Mstep: Class 30 contains 12113 members 
Mstep: Class 31 contains 42392 members 
Mstep: Class 32 contains 12099 members 
Mstep: Class 33 contains 45872 members 
Mstep: Class 34 contains 21409 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 42248 members 
Mstep: Class 37 contains 68309 members 
Mstep: Class 38 contains 44850 members 
Mstep: Class 39 contains 45018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419024.000000 Penalty: 134736.734375
Iteration 105Q: 40 clusters Score -1.96419e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 8072 members 
Mstep: Class 3 contains 15906 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39813 members 
Mstep: Class 7 contains 24321 members 
Mstep: Class 8 contains 40627 members 
Mstep: Class 9 contains 42642 members 
Mstep: Class 10 contains 26808 members 
Mstep: Class 11 contains 35699 members 
Mstep: Class 12 contains 18666 members 
Mstep: Class 13 contains 5825 members 
Mstep: Class 14 contains 8365 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47167 members 
Mstep: Class 17 contains 50236 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 44911 members 
Mstep: Class 20 contains 44941 members 
Mstep: Class 21 contains 44008 members 
Mstep: Class 22 contains 14543 members 
Mstep: Class 23 contains 32672 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 50773 members 
Mstep: Class 27 contains 48346 members 
Mstep: Class 28 contains 34225 members 
Mstep: Class 29 contains 41915 members 
Mstep: Class 30 contains 12118 members 
Mstep: Class 31 contains 42435 members 
Mstep: Class 32 contains 12113 members 
Mstep: Class 33 contains 45878 members 
Mstep: Class 34 contains 21344 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42237 members 
Mstep: Class 37 contains 68378 members 
Mstep: Class 38 contains 44889 members 
Mstep: Class 39 contains 45018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419152.000000 Penalty: 134736.734375
Iteration 106Q: 40 clusters Score -1.964192e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 15850 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39831 members 
Mstep: Class 7 contains 24305 members 
Mstep: Class 8 contains 40615 members 
Mstep: Class 9 contains 42643 members 
Mstep: Class 10 contains 26770 members 
Mstep: Class 11 contains 35613 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 5833 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47098 members 
Mstep: Class 17 contains 50295 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 44929 members 
Mstep: Class 20 contains 44911 members 
Mstep: Class 21 contains 44005 members 
Mstep: Class 22 contains 14543 members 
Mstep: Class 23 contains 32615 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 50875 members 
Mstep: Class 27 contains 48332 members 
Mstep: Class 28 contains 34208 members 
Mstep: Class 29 contains 41905 members 
Mstep: Class 30 contains 12123 members 
Mstep: Class 31 contains 42489 members 
Mstep: Class 32 contains 12126 members 
Mstep: Class 33 contains 45880 members 
Mstep: Class 34 contains 21282 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42230 members 
Mstep: Class 37 contains 68432 members 
Mstep: Class 38 contains 44937 members 
Mstep: Class 39 contains 45035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419264.000000 Penalty: 134736.734375
Iteration 107Q: 40 clusters Score -1.964193e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 8071 members 
Mstep: Class 3 contains 15782 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39855 members 
Mstep: Class 7 contains 24306 members 
Mstep: Class 8 contains 40556 members 
Mstep: Class 9 contains 42638 members 
Mstep: Class 10 contains 26736 members 
Mstep: Class 11 contains 35546 members 
Mstep: Class 12 contains 18769 members 
Mstep: Class 13 contains 5841 members 
Mstep: Class 14 contains 8375 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47057 members 
Mstep: Class 17 contains 50366 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 44953 members 
Mstep: Class 20 contains 44886 members 
Mstep: Class 21 contains 43969 members 
Mstep: Class 22 contains 14535 members 
Mstep: Class 23 contains 32549 members 
Mstep: Class 24 contains 2332 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 50985 members 
Mstep: Class 27 contains 48317 members 
Mstep: Class 28 contains 34221 members 
Mstep: Class 29 contains 41901 members 
Mstep: Class 30 contains 12118 members 
Mstep: Class 31 contains 42526 members 
Mstep: Class 32 contains 12144 members 
Mstep: Class 33 contains 45880 members 
Mstep: Class 34 contains 21243 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42216 members 
Mstep: Class 37 contains 68497 members 
Mstep: Class 38 contains 44993 members 
Mstep: Class 39 contains 45027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419152.000000 Penalty: 134736.734375
Iteration 108Q: 40 clusters Score -1.964192e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39907 members 
Mstep: Class 7 contains 24296 members 
Mstep: Class 8 contains 40498 members 
Mstep: Class 9 contains 42640 members 
Mstep: Class 10 contains 26703 members 
Mstep: Class 11 contains 35485 members 
Mstep: Class 12 contains 18810 members 
Mstep: Class 13 contains 5843 members 
Mstep: Class 14 contains 8373 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47029 members 
Mstep: Class 17 contains 50445 members 
Mstep: Class 18 contains 14444 members 
Mstep: Class 19 contains 44986 members 
Mstep: Class 20 contains 44864 members 
Mstep: Class 21 contains 43961 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 32501 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51060 members 
Mstep: Class 27 contains 48303 members 
Mstep: Class 28 contains 34220 members 
Mstep: Class 29 contains 41900 members 
Mstep: Class 30 contains 12124 members 
Mstep: Class 31 contains 42568 members 
Mstep: Class 32 contains 12152 members 
Mstep: Class 33 contains 45883 members 
Mstep: Class 34 contains 21186 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42213 members 
Mstep: Class 37 contains 68549 members 
Mstep: Class 38 contains 45013 members 
Mstep: Class 39 contains 45009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418896.000000 Penalty: 134736.734375
Iteration 109Q: 40 clusters Score -1.964189e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 39952 members 
Mstep: Class 7 contains 24283 members 
Mstep: Class 8 contains 40427 members 
Mstep: Class 9 contains 42636 members 
Mstep: Class 10 contains 26682 members 
Mstep: Class 11 contains 35434 members 
Mstep: Class 12 contains 18842 members 
Mstep: Class 13 contains 5845 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 50507 members 
Mstep: Class 18 contains 14458 members 
Mstep: Class 19 contains 45007 members 
Mstep: Class 20 contains 44843 members 
Mstep: Class 21 contains 43965 members 
Mstep: Class 22 contains 14531 members 
Mstep: Class 23 contains 32455 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51112 members 
Mstep: Class 27 contains 48310 members 
Mstep: Class 28 contains 34211 members 
Mstep: Class 29 contains 41878 members 
Mstep: Class 30 contains 12128 members 
Mstep: Class 31 contains 42596 members 
Mstep: Class 32 contains 12158 members 
Mstep: Class 33 contains 45886 members 
Mstep: Class 34 contains 21136 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42214 members 
Mstep: Class 37 contains 68618 members 
Mstep: Class 38 contains 45043 members 
Mstep: Class 39 contains 44963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418624.000000 Penalty: 134736.734375
Iteration 110Q: 40 clusters Score -1.964186e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 15591 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40012 members 
Mstep: Class 7 contains 24271 members 
Mstep: Class 8 contains 40316 members 
Mstep: Class 9 contains 42635 members 
Mstep: Class 10 contains 26655 members 
Mstep: Class 11 contains 35384 members 
Mstep: Class 12 contains 18889 members 
Mstep: Class 13 contains 5849 members 
Mstep: Class 14 contains 8384 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47013 members 
Mstep: Class 17 contains 50599 members 
Mstep: Class 18 contains 14462 members 
Mstep: Class 19 contains 45028 members 
Mstep: Class 20 contains 44849 members 
Mstep: Class 21 contains 43961 members 
Mstep: Class 22 contains 14539 members 
Mstep: Class 23 contains 32408 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51147 members 
Mstep: Class 27 contains 48305 members 
Mstep: Class 28 contains 34244 members 
Mstep: Class 29 contains 41870 members 
Mstep: Class 30 contains 12133 members 
Mstep: Class 31 contains 42660 members 
Mstep: Class 32 contains 12167 members 
Mstep: Class 33 contains 45874 members 
Mstep: Class 34 contains 21093 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42205 members 
Mstep: Class 37 contains 68699 members 
Mstep: Class 38 contains 45048 members 
Mstep: Class 39 contains 44915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419200.000000 Penalty: 134736.734375
Iteration 111Q: 40 clusters Score -1.964192e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 15552 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40059 members 
Mstep: Class 7 contains 24243 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 42637 members 
Mstep: Class 10 contains 26644 members 
Mstep: Class 11 contains 35315 members 
Mstep: Class 12 contains 18920 members 
Mstep: Class 13 contains 5853 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 47006 members 
Mstep: Class 17 contains 50672 members 
Mstep: Class 18 contains 14469 members 
Mstep: Class 19 contains 45034 members 
Mstep: Class 20 contains 44830 members 
Mstep: Class 21 contains 43937 members 
Mstep: Class 22 contains 14539 members 
Mstep: Class 23 contains 32362 members 
Mstep: Class 24 contains 2332 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51188 members 
Mstep: Class 27 contains 48301 members 
Mstep: Class 28 contains 34264 members 
Mstep: Class 29 contains 41867 members 
Mstep: Class 30 contains 12135 members 
Mstep: Class 31 contains 42761 members 
Mstep: Class 32 contains 12175 members 
Mstep: Class 33 contains 45869 members 
Mstep: Class 34 contains 21057 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42195 members 
Mstep: Class 37 contains 68769 members 
Mstep: Class 38 contains 45082 members 
Mstep: Class 39 contains 44866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419136.000000 Penalty: 134736.734375
Iteration 112Q: 40 clusters Score -1.964191e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40091 members 
Mstep: Class 7 contains 24225 members 
Mstep: Class 8 contains 40097 members 
Mstep: Class 9 contains 42640 members 
Mstep: Class 10 contains 26636 members 
Mstep: Class 11 contains 35304 members 
Mstep: Class 12 contains 18970 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 8392 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46971 members 
Mstep: Class 17 contains 50747 members 
Mstep: Class 18 contains 14466 members 
Mstep: Class 19 contains 45042 members 
Mstep: Class 20 contains 44826 members 
Mstep: Class 21 contains 43939 members 
Mstep: Class 22 contains 14528 members 
Mstep: Class 23 contains 32307 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51243 members 
Mstep: Class 27 contains 48285 members 
Mstep: Class 28 contains 34291 members 
Mstep: Class 29 contains 41859 members 
Mstep: Class 30 contains 12133 members 
Mstep: Class 31 contains 42832 members 
Mstep: Class 32 contains 12186 members 
Mstep: Class 33 contains 45840 members 
Mstep: Class 34 contains 21037 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42183 members 
Mstep: Class 37 contains 68825 members 
Mstep: Class 38 contains 45110 members 
Mstep: Class 39 contains 44831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419088.000000 Penalty: 134736.734375
Iteration 113Q: 40 clusters Score -1.964191e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 15460 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40133 members 
Mstep: Class 7 contains 24202 members 
Mstep: Class 8 contains 40014 members 
Mstep: Class 9 contains 42649 members 
Mstep: Class 10 contains 26629 members 
Mstep: Class 11 contains 35262 members 
Mstep: Class 12 contains 19015 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 8399 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46961 members 
Mstep: Class 17 contains 50801 members 
Mstep: Class 18 contains 14468 members 
Mstep: Class 19 contains 45051 members 
Mstep: Class 20 contains 44806 members 
Mstep: Class 21 contains 43917 members 
Mstep: Class 22 contains 14519 members 
Mstep: Class 23 contains 32272 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51283 members 
Mstep: Class 27 contains 48271 members 
Mstep: Class 28 contains 34321 members 
Mstep: Class 29 contains 41870 members 
Mstep: Class 30 contains 12129 members 
Mstep: Class 31 contains 42899 members 
Mstep: Class 32 contains 12193 members 
Mstep: Class 33 contains 45809 members 
Mstep: Class 34 contains 21008 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42179 members 
Mstep: Class 37 contains 68844 members 
Mstep: Class 38 contains 45150 members 
Mstep: Class 39 contains 44831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419520.000000 Penalty: 134736.734375
Iteration 114Q: 40 clusters Score -1.964195e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40169 members 
Mstep: Class 7 contains 24187 members 
Mstep: Class 8 contains 39953 members 
Mstep: Class 9 contains 42651 members 
Mstep: Class 10 contains 26612 members 
Mstep: Class 11 contains 35222 members 
Mstep: Class 12 contains 19050 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 8400 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46923 members 
Mstep: Class 17 contains 50871 members 
Mstep: Class 18 contains 14469 members 
Mstep: Class 19 contains 45057 members 
Mstep: Class 20 contains 44790 members 
Mstep: Class 21 contains 43909 members 
Mstep: Class 22 contains 14516 members 
Mstep: Class 23 contains 32226 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51333 members 
Mstep: Class 27 contains 48266 members 
Mstep: Class 28 contains 34345 members 
Mstep: Class 29 contains 41864 members 
Mstep: Class 30 contains 12131 members 
Mstep: Class 31 contains 42954 members 
Mstep: Class 32 contains 12202 members 
Mstep: Class 33 contains 45763 members 
Mstep: Class 34 contains 20995 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42173 members 
Mstep: Class 37 contains 68881 members 
Mstep: Class 38 contains 45172 members 
Mstep: Class 39 contains 44819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419184.000000 Penalty: 134736.734375
Iteration 115Q: 40 clusters Score -1.964192e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 8044 members 
Mstep: Class 3 contains 15359 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40186 members 
Mstep: Class 7 contains 24166 members 
Mstep: Class 8 contains 39886 members 
Mstep: Class 9 contains 42659 members 
Mstep: Class 10 contains 26583 members 
Mstep: Class 11 contains 35204 members 
Mstep: Class 12 contains 19079 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 8400 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46895 members 
Mstep: Class 17 contains 50949 members 
Mstep: Class 18 contains 14477 members 
Mstep: Class 19 contains 45064 members 
Mstep: Class 20 contains 44769 members 
Mstep: Class 21 contains 43908 members 
Mstep: Class 22 contains 14505 members 
Mstep: Class 23 contains 32182 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51388 members 
Mstep: Class 27 contains 48270 members 
Mstep: Class 28 contains 34386 members 
Mstep: Class 29 contains 41865 members 
Mstep: Class 30 contains 12134 members 
Mstep: Class 31 contains 43012 members 
Mstep: Class 32 contains 12208 members 
Mstep: Class 33 contains 45714 members 
Mstep: Class 34 contains 20966 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42170 members 
Mstep: Class 37 contains 68927 members 
Mstep: Class 38 contains 45185 members 
Mstep: Class 39 contains 44778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418992.000000 Penalty: 134736.734375
Iteration 116Q: 40 clusters Score -1.96419e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 15311 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 24153 members 
Mstep: Class 8 contains 39822 members 
Mstep: Class 9 contains 42666 members 
Mstep: Class 10 contains 26557 members 
Mstep: Class 11 contains 35200 members 
Mstep: Class 12 contains 19111 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46875 members 
Mstep: Class 17 contains 51034 members 
Mstep: Class 18 contains 14489 members 
Mstep: Class 19 contains 45067 members 
Mstep: Class 20 contains 44763 members 
Mstep: Class 21 contains 43927 members 
Mstep: Class 22 contains 14497 members 
Mstep: Class 23 contains 32137 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51409 members 
Mstep: Class 27 contains 48281 members 
Mstep: Class 28 contains 34404 members 
Mstep: Class 29 contains 41864 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 43062 members 
Mstep: Class 32 contains 12218 members 
Mstep: Class 33 contains 45666 members 
Mstep: Class 34 contains 20931 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42172 members 
Mstep: Class 37 contains 68932 members 
Mstep: Class 38 contains 45193 members 
Mstep: Class 39 contains 44742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418752.000000 Penalty: 134736.734375
Iteration 117Q: 40 clusters Score -1.964188e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 15250 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40245 members 
Mstep: Class 7 contains 24145 members 
Mstep: Class 8 contains 39760 members 
Mstep: Class 9 contains 42666 members 
Mstep: Class 10 contains 26528 members 
Mstep: Class 11 contains 35233 members 
Mstep: Class 12 contains 19146 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46879 members 
Mstep: Class 17 contains 51108 members 
Mstep: Class 18 contains 14499 members 
Mstep: Class 19 contains 45075 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 43946 members 
Mstep: Class 22 contains 14487 members 
Mstep: Class 23 contains 32092 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51429 members 
Mstep: Class 27 contains 48288 members 
Mstep: Class 28 contains 34424 members 
Mstep: Class 29 contains 41857 members 
Mstep: Class 30 contains 12147 members 
Mstep: Class 31 contains 43075 members 
Mstep: Class 32 contains 12235 members 
Mstep: Class 33 contains 45635 members 
Mstep: Class 34 contains 20881 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42186 members 
Mstep: Class 37 contains 68949 members 
Mstep: Class 38 contains 45191 members 
Mstep: Class 39 contains 44695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418784.000000 Penalty: 134736.734375
Iteration 118Q: 40 clusters Score -1.964188e+08 nChanged 2272
Entering ConstructFrom: 
Score: -196418784.000000 Penalty: 134736.734375
Entering ConstructFrom: 
Trying to split cluster 1 (45598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Entering Unmasked Estep 
Score: -8187607.000000 Penalty: 2660.449463
	Iteration 0F: 2 clusters Score -8187607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -8157588.000000 Penalty: 5320.898926
	Iteration 0F: 3 clusters Score -8157588 nChanged 21055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8169247.000000 Penalty: 5320.898926
	Iteration 1F: 3 clusters Score -8169247 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -8169905.500000 Penalty: 5320.898926
	Iteration 2Q: 3 clusters Score -8169906 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8170640.000000 Penalty: 5320.898926
	Iteration 3Q: 3 clusters Score -8170640 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -8171442.500000 Penalty: 5320.898926
	Iteration 4Q: 3 clusters Score -8171442 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -8172552.000000 Penalty: 5320.898926
	Iteration 5Q: 3 clusters Score -8172552 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -8174099.000000 Penalty: 5320.898926
	Iteration 6F: 3 clusters Score -8174099 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -8176349.000000 Penalty: 5320.898926
	Iteration 7F: 3 clusters Score -8176349 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -8179021.000000 Penalty: 5320.898926
	Iteration 8F: 3 clusters Score -8179021 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -8181144.000000 Penalty: 5320.898926
	Iteration 9F: 3 clusters Score -8181144 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -8182031.500000 Penalty: 5320.898926
	Iteration 10Q: 3 clusters Score -8182032 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -8182399.500000 Penalty: 5320.898926
	Iteration 11Q: 3 clusters Score -8182400 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -8182604.000000 Penalty: 5320.898926
	Iteration 12Q: 3 clusters Score -8182604 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -8182734.500000 Penalty: 5320.898926
	Iteration 13Q: 3 clusters Score -8182734 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -8182959.500000 Penalty: 5320.898926
	Iteration 14Q: 3 clusters Score -8182960 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -8183044.000000 Penalty: 5320.898926
	Iteration 15Q: 3 clusters Score -8183044 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -8183164.500000 Penalty: 5320.898926
	Iteration 16Q: 3 clusters Score -8183164 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -8183224.500000 Penalty: 5320.898926
	Iteration 17Q: 3 clusters Score -8183224 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -8183250.500000 Penalty: 5320.898926
	Iteration 18Q: 3 clusters Score -8183250 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -8183314.500000 Penalty: 5320.898926
	Iteration 19Q: 3 clusters Score -8183314 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -8183352.000000 Penalty: 5320.898926
	Iteration 20F: 3 clusters Score -8183352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -8183378.000000 Penalty: 5320.898926
	Iteration 21Q: 3 clusters Score -8183378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -8183415.000000 Penalty: 5320.898926
	Iteration 22Q: 3 clusters Score -8183415 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -8183444.500000 Penalty: 5320.898926
	Iteration 23Q: 3 clusters Score -8183444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -8183510.500000 Penalty: 5320.898926
	Iteration 24Q: 3 clusters Score -8183510 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -8183499.000000 Penalty: 5320.898926
	Iteration 25Q: 3 clusters Score -8183499 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -8183526.000000 Penalty: 5320.898926
	Iteration 26Q: 3 clusters Score -8183526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -8183543.000000 Penalty: 5320.898926
	Iteration 27Q: 3 clusters Score -8183543 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -8183548.000000 Penalty: 5320.898926
	Iteration 28Q: 3 clusters Score -8183548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -8183547.000000 Penalty: 5320.898926
	Iteration 29Q: 3 clusters Score -8183547 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -8183577.000000 Penalty: 5320.898926
	Iteration 30Q: 3 clusters Score -8183577 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -8183570.500000 Penalty: 5320.898926
	Iteration 31Q: 3 clusters Score -8183570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -8183577.000000 Penalty: 5320.898926
	Iteration 32Q: 3 clusters Score -8183577 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -8183584.500000 Penalty: 5320.898926
	Iteration 33Q: 3 clusters Score -8183584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -8183582.000000 Penalty: 5320.898926
	Iteration 34Q: 3 clusters Score -8183582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -8183607.500000 Penalty: 5320.898926
	Iteration 35Q: 3 clusters Score -8183608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -8183610.000000 Penalty: 5320.898926
	Iteration 36Q: 3 clusters Score -8183610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -8183608.000000 Penalty: 5320.898926
	Iteration 37Q: 3 clusters Score -8183608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -8183613.500000 Penalty: 5320.898926
	Iteration 38Q: 3 clusters Score -8183614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -8183621.000000 Penalty: 5320.898926
	Iteration 39Q: 3 clusters Score -8183621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -8183623.500000 Penalty: 5320.898926
	Iteration 40F: 3 clusters Score -8183624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -8183640.500000 Penalty: 5320.898926
	Iteration 41Q: 3 clusters Score -8183640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8183639.500000 Penalty: 5320.898926
	Iteration 42Q: 3 clusters Score -8183640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -8183644.500000 Penalty: 5320.898926
	Iteration 43Q: 3 clusters Score -8183644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -8183636.000000 Penalty: 5320.898926
	Iteration 44Q: 3 clusters Score -8183636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -8183647.000000 Penalty: 5320.898926
	Iteration 45Q: 3 clusters Score -8183647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -8183658.000000 Penalty: 5320.898926
	Iteration 46Q: 3 clusters Score -8183658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -8183651.500000 Penalty: 5320.898926
	Iteration 47Q: 3 clusters Score -8183652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -8183645.500000 Penalty: 5320.898926
	Iteration 48Q: 3 clusters Score -8183646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -8183652.500000 Penalty: 5320.898926
	Iteration 49Q: 3 clusters Score -8183652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -8183670.000000 Penalty: 5320.898926
	Iteration 50Q: 3 clusters Score -8183670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -8183676.000000 Penalty: 5320.898926
	Iteration 51Q: 3 clusters Score -8183676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -8183680.000000 Penalty: 5320.898926
	Iteration 52Q: 3 clusters Score -8183680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -8183679.000000 Penalty: 5320.898926
	Iteration 53Q: 3 clusters Score -8183679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -8183675.000000 Penalty: 5320.898926
	Iteration 54Q: 3 clusters Score -8183675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -8183671.500000 Penalty: 5320.898926
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	Iteration 148Q: 3 clusters Score -8184924 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8184953 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8184962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -8185013.000000 Penalty: 5320.898926
	Iteration 151Q: 3 clusters Score -8185013 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -8185061.500000 Penalty: 5320.898926
	Iteration 152Q: 3 clusters Score -8185062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8185061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8185075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -8185083.000000 Penalty: 5320.898926
	Iteration 155Q: 3 clusters Score -8185083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -8185100.500000 Penalty: 5320.898926
	Iteration 156Q: 3 clusters Score -8185100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -8185102.000000 Penalty: 5320.898926
	Iteration 157Q: 3 clusters Score -8185102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8185113.000000 Penalty: 5320.898926
	Iteration 158Q: 3 clusters Score -8185113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8185121.500000 Penalty: 5320.898926
	Iteration 159Q: 3 clusters Score -8185122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8185122.000000 Penalty: 5320.898926
	Iteration 160F: 3 clusters Score -8185122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -8185130.000000 Penalty: 5320.898926
	Iteration 161Q: 3 clusters Score -8185130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8185147.500000 Penalty: 5320.898926
	Iteration 162Q: 3 clusters Score -8185148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8185156.000000 Penalty: 5320.898926
	Iteration 163Q: 3 clusters Score -8185156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8185174.000000 Penalty: 5320.898926
	Iteration 164Q: 3 clusters Score -8185174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8185170.500000 Penalty: 5320.898926
	Iteration 165Q: 3 clusters Score -8185170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8185189.000000 Penalty: 5320.898926
	Iteration 166Q: 3 clusters Score -8185189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8185162.500000 Penalty: 5320.898926
	Iteration 167Q: 3 clusters Score -8185162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8185187.000000 Penalty: 5320.898926
	Iteration 168Q: 3 clusters Score -8185187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -8185225.500000 Penalty: 5320.898926
	Iteration 169Q: 3 clusters Score -8185226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8185228.000000 Penalty: 5320.898926
	Iteration 170Q: 3 clusters Score -8185228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8185229.500000 Penalty: 5320.898926
	Iteration 171Q: 3 clusters Score -8185230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8185249.000000 Penalty: 5320.898926
	Iteration 172Q: 3 clusters Score -8185249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8185256.000000 Penalty: 5320.898926
	Iteration 173Q: 3 clusters Score -8185256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8185268.500000 Penalty: 5320.898926
	Iteration 174Q: 3 clusters Score -8185268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8185280.000000 Penalty: 5320.898926
	Iteration 175Q: 3 clusters Score -8185280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8185280.000000 Penalty: 5320.898926
	Iteration 176Q: 3 clusters Score -8185280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -8185281.000000 Penalty: 5320.898926
	Iteration 177Q: 3 clusters Score -8185281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -8185312.500000 Penalty: 5320.898926
	Iteration 178Q: 3 clusters Score -8185312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8185341.000000 Penalty: 5320.898926
	Iteration 179Q: 3 clusters Score -8185341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8185339.000000 Penalty: 5320.898926
	Iteration 180F: 3 clusters Score -8185339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8185355.500000 Penalty: 5320.898926
	Iteration 181Q: 3 clusters Score -8185356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8185346.000000 Penalty: 5320.898926
	Iteration 182Q: 3 clusters Score -8185346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8185357.000000 Penalty: 5320.898926
	Iteration 183Q: 3 clusters Score -8185357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8185370.500000 Penalty: 5320.898926
	Iteration 184Q: 3 clusters Score -8185370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8185371.000000 Penalty: 5320.898926
	Iteration 185Q: 3 clusters Score -8185371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8185379.500000 Penalty: 5320.898926
	Iteration 186Q: 3 clusters Score -8185380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8185384.500000 Penalty: 5320.898926
	Iteration 187Q: 3 clusters Score -8185384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8185387.500000 Penalty: 5320.898926
	Iteration 188Q: 3 clusters Score -8185388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8185387.500000 Penalty: 5320.898926
	Iteration 189Q: 3 clusters Score -8185388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8185409.500000 Penalty: 5320.898926
	Iteration 190Q: 3 clusters Score -8185410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -8185389.500000 Penalty: 5320.898926
	Iteration 191Q: 3 clusters Score -8185390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8185391.500000 Penalty: 5320.898926
	Iteration 192Q: 3 clusters Score -8185392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -8185386.000000 Penalty: 5320.898926
	Iteration 193Q: 3 clusters Score -8185386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8185374.000000 Penalty: 5320.898926
	Iteration 194Q: 3 clusters Score -8185374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -8185380.000000 Penalty: 5320.898926
	Iteration 195Q: 3 clusters Score -8185380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8185379.500000 Penalty: 5320.898926
	Iteration 196Q: 3 clusters Score -8185380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8185383.000000 Penalty: 5320.898926
	Iteration 197Q: 3 clusters Score -8185383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8185395.000000 Penalty: 5320.898926
	Iteration 198Q: 3 clusters Score -8185395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8185397.500000 Penalty: 5320.898926
	Iteration 199Q: 3 clusters Score -8185398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8185399.500000 Penalty: 5320.898926
	Iteration 200F: 3 clusters Score -8185400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8185391.500000 Penalty: 5320.898926
	Iteration 201Q: 3 clusters Score -8185392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8185386.000000 Penalty: 5320.898926
	Iteration 202Q: 3 clusters Score -8185386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8185385.000000 Penalty: 5320.898926
	Iteration 203Q: 3 clusters Score -8185385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8185378.500000 Penalty: 5320.898926
	Iteration 204Q: 3 clusters Score -8185378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8185382.500000 Penalty: 5320.898926
	Iteration 205Q: 3 clusters Score -8185382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8185381.500000 Penalty: 5320.898926
	Iteration 206Q: 3 clusters Score -8185382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8185385.500000 Penalty: 5320.898926
	Iteration 207Q: 3 clusters Score -8185386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8185388.500000 Penalty: 5320.898926
	Iteration 208Q: 3 clusters Score -8185388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8185398.000000 Penalty: 5320.898926
	Iteration 209Q: 3 clusters Score -8185398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8185398.000000 Penalty: 5320.898926
	Iteration 210Q: 3 clusters Score -8185398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8185396.500000 Penalty: 5320.898926
	Iteration 211Q: 3 clusters Score -8185396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8185406.000000 Penalty: 5320.898926
	Iteration 212Q: 3 clusters Score -8185406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8185394.500000 Penalty: 5320.898926
	Iteration 213Q: 3 clusters Score -8185394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8185399.500000 Penalty: 5320.898926
	Iteration 214Q: 3 clusters Score -8185400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8185403.000000 Penalty: 5320.898926
	Iteration 215Q: 3 clusters Score -8185403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -8185402.000000 Penalty: 5320.898926
	Iteration 216Q: 3 clusters Score -8185402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8185394.000000 Penalty: 5320.898926
	Iteration 217Q: 3 clusters Score -8185394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8185396.000000 Penalty: 5320.898926
	Iteration 218Q: 3 clusters Score -8185396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8185389.000000 Penalty: 5320.898926
	Iteration 219Q: 3 clusters Score -8185389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8185391.500000 Penalty: 5320.898926
	Iteration 220F: 3 clusters Score -8185392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -8185395.000000 Penalty: 5320.898926
	Iteration 221Q: 3 clusters Score -8185395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8185400.000000 Penalty: 5320.898926
	Iteration 222Q: 3 clusters Score -8185400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8185398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 224F: 3 clusters Score -8185398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -1405717.750000 Penalty: 2230.000000
	Iteration 0F: 2 clusters Score -1405718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1399270.625000 Penalty: 4460.000000
	Iteration 0F: 3 clusters Score -1399271 nChanged 3280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1400990 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1401349 nChanged 452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1401698 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1402123.625000 Penalty: 4460.000000
	Iteration 4F: 3 clusters Score -1402124 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1402475.125000 Penalty: 4460.000000
	Iteration 5F: 3 clusters Score -1402475 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1402772.625000 Penalty: 4460.000000
	Iteration 6F: 3 clusters Score -1402773 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1403072.125000 Penalty: 4460.000000
	Iteration 7F: 3 clusters Score -1403072 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1403371.000000 Penalty: 4460.000000
	Iteration 8F: 3 clusters Score -1403371 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1403686.375000 Penalty: 4460.000000
	Iteration 9F: 3 clusters Score -1403686 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1403991.250000 Penalty: 4460.000000
	Iteration 10Q: 3 clusters Score -1403991 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1404268.875000 Penalty: 4460.000000
	Iteration 11Q: 3 clusters Score -1404269 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1404473.125000 Penalty: 4460.000000
	Iteration 12Q: 3 clusters Score -1404473 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1404630.625000 Penalty: 4460.000000
	Iteration 13Q: 3 clusters Score -1404631 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1404755.500000 Penalty: 4460.000000
	Iteration 14Q: 3 clusters Score -1404756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1404840.750000 Penalty: 4460.000000
	Iteration 15Q: 3 clusters Score -1404841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1404898.125000 Penalty: 4460.000000
	Iteration 16Q: 3 clusters Score -1404898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1404936.500000 Penalty: 4460.000000
	Iteration 17Q: 3 clusters Score -1404936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1404964.875000 Penalty: 4460.000000
	Iteration 18Q: 3 clusters Score -1404965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1404986.375000 Penalty: 4460.000000
	Iteration 19Q: 3 clusters Score -1404986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1405004.500000 Penalty: 4460.000000
	Iteration 20F: 3 clusters Score -1405004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1405016.125000 Penalty: 4460.000000
	Iteration 21Q: 3 clusters Score -1405016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1405026.250000 Penalty: 4460.000000
	Iteration 22Q: 3 clusters Score -1405026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1405032.875000 Penalty: 4460.000000
	Iteration 23Q: 3 clusters Score -1405033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1405035.375000 Penalty: 4460.000000
	Iteration 24Q: 3 clusters Score -1405035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1405040.625000 Penalty: 4460.000000
	Iteration 25Q: 3 clusters Score -1405041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1405042.875000 Penalty: 4460.000000
	Iteration 26Q: 3 clusters Score -1405043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1405044.500000 Penalty: 4460.000000
	Iteration 27Q: 3 clusters Score -1405044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1405054.750000 Penalty: 4460.000000
	Iteration 28Q: 3 clusters Score -1405055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1405058.750000 Penalty: 4460.000000
	Iteration 29Q: 3 clusters Score -1405059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1405070.500000 Penalty: 4460.000000
	Iteration 30Q: 3 clusters Score -1405070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1405075.875000 Penalty: 4460.000000
	Iteration 31Q: 3 clusters Score -1405076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1405082.125000 Penalty: 4460.000000
	Iteration 32Q: 3 clusters Score -1405082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1405084.625000 Penalty: 4460.000000
	Iteration 33Q: 3 clusters Score -1405085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1405092.500000 Penalty: 4460.000000
	Iteration 34Q: 3 clusters Score -1405092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1405100.875000 Penalty: 4460.000000
	Iteration 35Q: 3 clusters Score -1405101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1405114.625000 Penalty: 4460.000000
	Iteration 36Q: 3 clusters Score -1405115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1405124.000000 Penalty: 4460.000000
	Iteration 37Q: 3 clusters Score -1405124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1405131.375000 Penalty: 4460.000000
	Iteration 38Q: 3 clusters Score -1405131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1405134.375000 Penalty: 4460.000000
	Iteration 39Q: 3 clusters Score -1405134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1405136.125000 Penalty: 4460.000000
	Iteration 40F: 3 clusters Score -1405136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1405136.625000 Penalty: 4460.000000
	Iteration 41Q: 3 clusters Score -1405137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1405136.250000 Penalty: 4460.000000
	Iteration 42Q: 3 clusters Score -1405136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1405136.250000 Penalty: 4460.000000
	Iteration 43F: 3 clusters Score -1405136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -2727253.500000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -2727254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2716170.750000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -2716171 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2719727.250000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -2719727 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2720058.500000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -2720058 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2720292.500000 Penalty: 4775.649902
	Iteration 3Q: 3 clusters Score -2720292 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2720460.750000 Penalty: 4775.649902
	Iteration 4Q: 3 clusters Score -2720461 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2720605.750000 Penalty: 4775.649902
	Iteration 5Q: 3 clusters Score -2720606 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2720760.750000 Penalty: 4775.649902
	Iteration 6Q: 3 clusters Score -2720761 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2720889.250000 Penalty: 4775.649902
	Iteration 7Q: 3 clusters Score -2720889 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2721033.750000 Penalty: 4775.649902
	Iteration 8Q: 3 clusters Score -2721034 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2721204.750000 Penalty: 4775.649902
	Iteration 9Q: 3 clusters Score -2721205 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2721401.000000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -2721401 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2721637.250000 Penalty: 4775.649902
	Iteration 11Q: 3 clusters Score -2721637 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2721883.750000 Penalty: 4775.649902
	Iteration 12Q: 3 clusters Score -2721884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2722128.750000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -2722129 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2722344.250000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -2722344 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2722546.000000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -2722546 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2722740.250000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -2722740 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2722922.750000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -2722923 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2723104.250000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -2723104 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2723251.250000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -2723251 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2723374.250000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -2723374 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2723498.250000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -2723498 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2723626.750000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -2723627 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2723783.000000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -2723783 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2723960.000000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -2723960 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2724127.500000 Penalty: 4775.649902
	Iteration 25Q: 3 clusters Score -2724128 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2724265.250000 Penalty: 4775.649902
	Iteration 26Q: 3 clusters Score -2724265 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2724379.000000 Penalty: 4775.649902
	Iteration 27Q: 3 clusters Score -2724379 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2724471.750000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -2724472 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2724547.750000 Penalty: 4775.649902
	Iteration 29Q: 3 clusters Score -2724548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2724594.000000 Penalty: 4775.649902
	Iteration 30Q: 3 clusters Score -2724594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2724646.500000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -2724646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2724691.000000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -2724691 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2724740.000000 Penalty: 4775.649902
	Iteration 33Q: 3 clusters Score -2724740 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2724782.750000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -2724783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2724817.500000 Penalty: 4775.649902
	Iteration 35Q: 3 clusters Score -2724818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2724861.750000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -2724862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2724892.750000 Penalty: 4775.649902
	Iteration 37Q: 3 clusters Score -2724893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2724913.000000 Penalty: 4775.649902
	Iteration 38Q: 3 clusters Score -2724913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2724933.750000 Penalty: 4775.649902
	Iteration 39Q: 3 clusters Score -2724934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2724946.000000 Penalty: 4775.649902
	Iteration 40F: 3 clusters Score -2724946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2724962.250000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -2724962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2724974.000000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -2724974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2724993.750000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -2724994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2725006.500000 Penalty: 4775.649902
	Iteration 44Q: 3 clusters Score -2725006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2725015.500000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -2725016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2725020.000000 Penalty: 4775.649902
	Iteration 46Q: 3 clusters Score -2725020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2725034.500000 Penalty: 4775.649902
	Iteration 47Q: 3 clusters Score -2725034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2725043.000000 Penalty: 4775.649902
	Iteration 48Q: 3 clusters Score -2725043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2725052.500000 Penalty: 4775.649902
	Iteration 49Q: 3 clusters Score -2725052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2725068.250000 Penalty: 4775.649902
	Iteration 50Q: 3 clusters Score -2725068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2725079.000000 Penalty: 4775.649902
	Iteration 51Q: 3 clusters Score -2725079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2725085.500000 Penalty: 4775.649902
	Iteration 52Q: 3 clusters Score -2725086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2725090.500000 Penalty: 4775.649902
	Iteration 53Q: 3 clusters Score -2725090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2725106.250000 Penalty: 4775.649902
	Iteration 54Q: 3 clusters Score -2725106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2725111.750000 Penalty: 4775.649902
	Iteration 55Q: 3 clusters Score -2725112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2725135.000000 Penalty: 4775.649902
	Iteration 56Q: 3 clusters Score -2725135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2725153.000000 Penalty: 4775.649902
	Iteration 57Q: 3 clusters Score -2725153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2725163.750000 Penalty: 4775.649902
	Iteration 58Q: 3 clusters Score -2725164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2725186.500000 Penalty: 4775.649902
	Iteration 59Q: 3 clusters Score -2725186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2725193.750000 Penalty: 4775.649902
	Iteration 60F: 3 clusters Score -2725194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2725208.000000 Penalty: 4775.649902
	Iteration 61Q: 3 clusters Score -2725208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2725215.750000 Penalty: 4775.649902
	Iteration 62Q: 3 clusters Score -2725216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2725224.250000 Penalty: 4775.649902
	Iteration 63Q: 3 clusters Score -2725224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2725235.750000 Penalty: 4775.649902
	Iteration 64Q: 3 clusters Score -2725236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2725241.750000 Penalty: 4775.649902
	Iteration 65Q: 3 clusters Score -2725242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2725238.750000 Penalty: 4775.649902
	Iteration 66Q: 3 clusters Score -2725239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2725242.000000 Penalty: 4775.649902
	Iteration 67Q: 3 clusters Score -2725242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2725245.000000 Penalty: 4775.649902
	Iteration 68Q: 3 clusters Score -2725245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2725247.500000 Penalty: 4775.649902
	Iteration 69Q: 3 clusters Score -2725248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2725248.750000 Penalty: 4775.649902
	Iteration 70Q: 3 clusters Score -2725249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2725250.500000 Penalty: 4775.649902
	Iteration 71Q: 3 clusters Score -2725250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2725251.500000 Penalty: 4775.649902
	Iteration 72Q: 3 clusters Score -2725252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2725255.500000 Penalty: 4775.649902
	Iteration 73Q: 3 clusters Score -2725256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2725255.500000 Penalty: 4775.649902
	Iteration 74F: 3 clusters Score -2725256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -209802.750000 Penalty: 1804.586060
	Iteration 0F: 2 clusters Score -209802.8 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 726 members 
Entering Unmasked Estep 
Score: -207688.640625 Penalty: 3609.172119
	Iteration 0F: 3 clusters Score -207688.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -208491.718750 Penalty: 3609.172119
	Iteration 1F: 3 clusters Score -208491.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -208906.812500 Penalty: 3609.172119
	Iteration 2F: 3 clusters Score -208906.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209267.484375 Penalty: 3609.172119
	Iteration 3F: 3 clusters Score -209267.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209477.062500 Penalty: 3609.172119
	Iteration 4F: 3 clusters Score -209477.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209637.921875 Penalty: 3609.172119
	Iteration 5Q: 3 clusters Score -209637.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209773.125000 Penalty: 3609.172119
	Iteration 6Q: 3 clusters Score -209773.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -209895.390625 Penalty: 3609.172119
	Iteration 7Q: 3 clusters Score -209895.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -209962.281250 Penalty: 3609.172119
	Iteration 8Q: 3 clusters Score -209962.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210013.953125 Penalty: 3609.172119
	Iteration 9Q: 3 clusters Score -210014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -210062.875000 Penalty: 3609.172119
	Iteration 10Q: 3 clusters Score -210062.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -210106.781250 Penalty: 3609.172119
	Iteration 11Q: 3 clusters Score -210106.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -210135.234375 Penalty: 3609.172119
	Iteration 12Q: 3 clusters Score -210135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210161.250000 Penalty: 3609.172119
	Iteration 13Q: 3 clusters Score -210161.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210190.968750 Penalty: 3609.172119
	Iteration 14Q: 3 clusters Score -210191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -210208.140625 Penalty: 3609.172119
	Iteration 15Q: 3 clusters Score -210208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -210219.671875 Penalty: 3609.172119
	Iteration 16Q: 3 clusters Score -210219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -210230.296875 Penalty: 3609.172119
	Iteration 17Q: 3 clusters Score -210230.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -210238.031250 Penalty: 3609.172119
	Iteration 18Q: 3 clusters Score -210238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210253.578125 Penalty: 3609.172119
	Iteration 19Q: 3 clusters Score -210253.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -210296.109375 Penalty: 3609.172119
	Iteration 20F: 3 clusters Score -210296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -210391.250000 Penalty: 3609.172119
	Iteration 21Q: 3 clusters Score -210391.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -210518.296875 Penalty: 3609.172119
	Iteration 22Q: 3 clusters Score -210518.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -210676.781250 Penalty: 3609.172119
	Iteration 23Q: 3 clusters Score -210676.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -210775.296875 Penalty: 3609.172119
	Iteration 24Q: 3 clusters Score -210775.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -210854.625000 Penalty: 3609.172119
	Iteration 25Q: 3 clusters Score -210854.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -210952.484375 Penalty: 3609.172119
	Iteration 26Q: 3 clusters Score -210952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -211006.468750 Penalty: 3609.172119
	Iteration 27Q: 3 clusters Score -211006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -211028.640625 Penalty: 3609.172119
	Iteration 28Q: 3 clusters Score -211028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -211043.921875 Penalty: 3609.172119
	Iteration 29Q: 3 clusters Score -211043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -211050.156250 Penalty: 3609.172119
	Iteration 30Q: 3 clusters Score -211050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -211053.906250 Penalty: 3609.172119
	Iteration 31Q: 3 clusters Score -211053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -211057.593750 Penalty: 3609.172119
	Iteration 32Q: 3 clusters Score -211057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -211061.000000 Penalty: 3609.172119
	Iteration 33Q: 3 clusters Score -211061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -211061.156250 Penalty: 3609.172119
	Iteration 34F: 3 clusters Score -211061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211064.343750 Penalty: 3609.172119
	Iteration 35Q: 3 clusters Score -211064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211067.265625 Penalty: 3609.172119
	Iteration 36Q: 3 clusters Score -211067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -211068.312500 Penalty: 3609.172119
	Iteration 37Q: 3 clusters Score -211068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -211068.312500 Penalty: 3609.172119
	Iteration 38F: 3 clusters Score -211068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 15189 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40271 members 
Mstep: Class 7 contains 24137 members 
Mstep: Class 8 contains 39682 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 26512 members 
Mstep: Class 11 contains 35236 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46850 members 
Mstep: Class 17 contains 51189 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 45083 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 32062 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51479 members 
Mstep: Class 27 contains 48310 members 
Mstep: Class 28 contains 34443 members 
Mstep: Class 29 contains 41846 members 
Mstep: Class 30 contains 12146 members 
Mstep: Class 31 contains 43094 members 
Mstep: Class 32 contains 12249 members 
Mstep: Class 33 contains 45609 members 
Mstep: Class 34 contains 20849 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42184 members 
Mstep: Class 37 contains 68986 members 
Mstep: Class 38 contains 45183 members 
Mstep: Class 39 contains 44645 members 
Mstep: Class 40 contains 540 members 
Entering Unmasked Estep 
Score: -196418672.000000 Penalty: 138191.531250
Splitting cluster 4 changes total score from -196418784.000000 to -196418672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -96745.406250 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -96745.41 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 288 members 
Entering Unmasked Estep 
Score: -95169.281250 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -95169.28 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95360.484375 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -95360.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95400.000000 Penalty: 3148.305176
	Iteration 2Q: 3 clusters Score -95400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -95417.625000 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -95417.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -95432.265625 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -95432.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95450.757812 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -95450.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95455.187500 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -95455.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95455.187500 Penalty: 3148.305176
	Iteration 7F: 3 clusters Score -95455.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Entering Unmasked Estep 
Score: -7212694.500000 Penalty: 2629.639893
	Iteration 0F: 2 clusters Score -7212694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -7185868.500000 Penalty: 5259.279785
	Iteration 0F: 3 clusters Score -7185868 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -7195802.500000 Penalty: 5259.279785
	Iteration 1F: 3 clusters Score -7195802 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -7196377.500000 Penalty: 5259.279785
	Iteration 2Q: 3 clusters Score -7196378 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -7196887.000000 Penalty: 5259.279785
	Iteration 3Q: 3 clusters Score -7196887 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -7197449.500000 Penalty: 5259.279785
	Iteration 4Q: 3 clusters Score -7197450 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -7198039.500000 Penalty: 5259.279785
	Iteration 5Q: 3 clusters Score -7198040 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7198842.000000 Penalty: 5259.279785
	Iteration 6Q: 3 clusters Score -7198842 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -7199805.500000 Penalty: 5259.279785
	Iteration 7Q: 3 clusters Score -7199806 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -7200943.000000 Penalty: 5259.279785
	Iteration 8Q: 3 clusters Score -7200943 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -7202174.500000 Penalty: 5259.279785
	Iteration 9F: 3 clusters Score -7202174 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -7203561.000000 Penalty: 5259.279785
	Iteration 10F: 3 clusters Score -7203561 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -7205056.000000 Penalty: 5259.279785
	Iteration 11F: 3 clusters Score -7205056 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7206504.000000 Penalty: 5259.279785
	Iteration 12F: 3 clusters Score -7206504 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7207695.000000 Penalty: 5259.279785
	Iteration 13Q: 3 clusters Score -7207695 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7208618.000000 Penalty: 5259.279785
	Iteration 14Q: 3 clusters Score -7208618 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7209265.000000 Penalty: 5259.279785
	Iteration 15Q: 3 clusters Score -7209265 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7209679.500000 Penalty: 5259.279785
	Iteration 16Q: 3 clusters Score -7209680 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7209928.000000 Penalty: 5259.279785
	Iteration 17Q: 3 clusters Score -7209928 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7210067.000000 Penalty: 5259.279785
	Iteration 18Q: 3 clusters Score -7210067 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7210175.000000 Penalty: 5259.279785
	Iteration 19Q: 3 clusters Score -7210175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7210252.500000 Penalty: 5259.279785
	Iteration 20F: 3 clusters Score -7210252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7210297.000000 Penalty: 5259.279785
	Iteration 21Q: 3 clusters Score -7210297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7210337.000000 Penalty: 5259.279785
	Iteration 22Q: 3 clusters Score -7210337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7210363.000000 Penalty: 5259.279785
	Iteration 23Q: 3 clusters Score -7210363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7210390.000000 Penalty: 5259.279785
	Iteration 24Q: 3 clusters Score -7210390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7210399.500000 Penalty: 5259.279785
	Iteration 25Q: 3 clusters Score -7210400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7210407.000000 Penalty: 5259.279785
	Iteration 26Q: 3 clusters Score -7210407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7210407.500000 Penalty: 5259.279785
	Iteration 27Q: 3 clusters Score -7210408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7210411.500000 Penalty: 5259.279785
	Iteration 28Q: 3 clusters Score -7210412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7210417.500000 Penalty: 5259.279785
	Iteration 29Q: 3 clusters Score -7210418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7210420.500000 Penalty: 5259.279785
	Iteration 30Q: 3 clusters Score -7210420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7210427.000000 Penalty: 5259.279785
	Iteration 31Q: 3 clusters Score -7210427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7210433.000000 Penalty: 5259.279785
	Iteration 32Q: 3 clusters Score -7210433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7210432.500000 Penalty: 5259.279785
	Iteration 33Q: 3 clusters Score -7210432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7210445.000000 Penalty: 5259.279785
	Iteration 34Q: 3 clusters Score -7210445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7210458.000000 Penalty: 5259.279785
	Iteration 35Q: 3 clusters Score -7210458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7210459.500000 Penalty: 5259.279785
	Iteration 36Q: 3 clusters Score -7210460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7210464.000000 Penalty: 5259.279785
	Iteration 37Q: 3 clusters Score -7210464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7210467.000000 Penalty: 5259.279785
	Iteration 38Q: 3 clusters Score -7210467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7210477.000000 Penalty: 5259.279785
	Iteration 39Q: 3 clusters Score -7210477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7210475.500000 Penalty: 5259.279785
	Iteration 40F: 3 clusters Score -7210476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7210481.000000 Penalty: 5259.279785
	Iteration 41Q: 3 clusters Score -7210481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7210484.500000 Penalty: 5259.279785
	Iteration 42Q: 3 clusters Score -7210484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7210484.500000 Penalty: 5259.279785
	Iteration 43F: 3 clusters Score -7210484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Entering Unmasked Estep 
Score: -4326925.500000 Penalty: 2502.692383
	Iteration 0F: 2 clusters Score -4326926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4310301.500000 Penalty: 5005.384766
	Iteration 0F: 3 clusters Score -4310302 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4316013.500000 Penalty: 5005.384766
	Iteration 1F: 3 clusters Score -4316014 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4316546.500000 Penalty: 5005.384766
	Iteration 2F: 3 clusters Score -4316546 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4317147.000000 Penalty: 5005.384766
	Iteration 3F: 3 clusters Score -4317147 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4317930.500000 Penalty: 5005.384766
	Iteration 4F: 3 clusters Score -4317930 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4319035.000000 Penalty: 5005.384766
	Iteration 5F: 3 clusters Score -4319035 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4320458.000000 Penalty: 5005.384766
	Iteration 6F: 3 clusters Score -4320458 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4321859.000000 Penalty: 5005.384766
	Iteration 7F: 3 clusters Score -4321859 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4323033.500000 Penalty: 5005.384766
	Iteration 8F: 3 clusters Score -4323034 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4323799.500000 Penalty: 5005.384766
	Iteration 9Q: 3 clusters Score -4323800 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4324225.500000 Penalty: 5005.384766
	Iteration 10Q: 3 clusters Score -4324226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4324402.500000 Penalty: 5005.384766
	Iteration 11Q: 3 clusters Score -4324402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4324498.500000 Penalty: 5005.384766
	Iteration 12Q: 3 clusters Score -4324498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4324564.000000 Penalty: 5005.384766
	Iteration 13Q: 3 clusters Score -4324564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4324610.500000 Penalty: 5005.384766
	Iteration 14Q: 3 clusters Score -4324610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4324643.500000 Penalty: 5005.384766
	Iteration 15Q: 3 clusters Score -4324644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4324657.000000 Penalty: 5005.384766
	Iteration 16Q: 3 clusters Score -4324657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4324670.000000 Penalty: 5005.384766
	Iteration 17Q: 3 clusters Score -4324670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4324686.500000 Penalty: 5005.384766
	Iteration 18Q: 3 clusters Score -4324686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4324697.500000 Penalty: 5005.384766
	Iteration 19Q: 3 clusters Score -4324698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4324699.500000 Penalty: 5005.384766
	Iteration 20F: 3 clusters Score -4324700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4324700.500000 Penalty: 5005.384766
	Iteration 21Q: 3 clusters Score -4324700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4324700.500000 Penalty: 5005.384766
	Iteration 22F: 3 clusters Score -4324700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Entering Unmasked Estep 
Score: -7137182.500000 Penalty: 2625.985840
	Iteration 0F: 2 clusters Score -7137182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -7110355.000000 Penalty: 5251.971680
	Iteration 0F: 3 clusters Score -7110355 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7120259.000000 Penalty: 5251.971680
	Iteration 1F: 3 clusters Score -7120259 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -7120742.500000 Penalty: 5251.971680
	Iteration 2Q: 3 clusters Score -7120742 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -7121232.500000 Penalty: 5251.971680
	Iteration 3Q: 3 clusters Score -7121232 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -7121767.500000 Penalty: 5251.971680
	Iteration 4Q: 3 clusters Score -7121768 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -7122385.000000 Penalty: 5251.971680
	Iteration 5Q: 3 clusters Score -7122385 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -7123115.500000 Penalty: 5251.971680
	Iteration 6Q: 3 clusters Score -7123116 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -7123977.500000 Penalty: 5251.971680
	Iteration 7Q: 3 clusters Score -7123978 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -7125030.500000 Penalty: 5251.971680
	Iteration 8Q: 3 clusters Score -7125030 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -7126175.500000 Penalty: 5251.971680
	Iteration 9Q: 3 clusters Score -7126176 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -7127406.000000 Penalty: 5251.971680
	Iteration 10F: 3 clusters Score -7127406 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -7128857.000000 Penalty: 5251.971680
	Iteration 11F: 3 clusters Score -7128857 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -7130270.000000 Penalty: 5251.971680
	Iteration 12F: 3 clusters Score -7130270 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -7131147.000000 Penalty: 5251.971680
	Iteration 13Q: 3 clusters Score -7131147 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7131654.500000 Penalty: 5251.971680
	Iteration 14Q: 3 clusters Score -7131654 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -7131967.000000 Penalty: 5251.971680
	Iteration 15Q: 3 clusters Score -7131967 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7132211.000000 Penalty: 5251.971680
	Iteration 16Q: 3 clusters Score -7132211 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -7132421.000000 Penalty: 5251.971680
	Iteration 17Q: 3 clusters Score -7132421 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -7132634.000000 Penalty: 5251.971680
	Iteration 18Q: 3 clusters Score -7132634 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -7132824.500000 Penalty: 5251.971680
	Iteration 19Q: 3 clusters Score -7132824 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -7132975.000000 Penalty: 5251.971680
	Iteration 20F: 3 clusters Score -7132975 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -7133136.500000 Penalty: 5251.971680
	Iteration 21Q: 3 clusters Score -7133136 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -7133260.500000 Penalty: 5251.971680
	Iteration 22Q: 3 clusters Score -7133260 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -7133352.000000 Penalty: 5251.971680
	Iteration 23Q: 3 clusters Score -7133352 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -7133435.500000 Penalty: 5251.971680
	Iteration 24Q: 3 clusters Score -7133436 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -7133511.000000 Penalty: 5251.971680
	Iteration 25Q: 3 clusters Score -7133511 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -7133615.500000 Penalty: 5251.971680
	Iteration 26Q: 3 clusters Score -7133616 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -7133694.000000 Penalty: 5251.971680
	Iteration 27Q: 3 clusters Score -7133694 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -7133814.000000 Penalty: 5251.971680
	Iteration 28Q: 3 clusters Score -7133814 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -7133911.500000 Penalty: 5251.971680
	Iteration 29Q: 3 clusters Score -7133912 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -7134057.000000 Penalty: 5251.971680
	Iteration 30Q: 3 clusters Score -7134057 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -7134188.500000 Penalty: 5251.971680
	Iteration 31Q: 3 clusters Score -7134188 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -7134312.500000 Penalty: 5251.971680
	Iteration 32Q: 3 clusters Score -7134312 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -7134395.000000 Penalty: 5251.971680
	Iteration 33Q: 3 clusters Score -7134395 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7134519.500000 Penalty: 5251.971680
	Iteration 34Q: 3 clusters Score -7134520 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -7134596.500000 Penalty: 5251.971680
	Iteration 35Q: 3 clusters Score -7134596 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -7134699.000000 Penalty: 5251.971680
	Iteration 36Q: 3 clusters Score -7134699 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -7134786.000000 Penalty: 5251.971680
	Iteration 37Q: 3 clusters Score -7134786 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -7134873.000000 Penalty: 5251.971680
	Iteration 38Q: 3 clusters Score -7134873 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -7134968.000000 Penalty: 5251.971680
	Iteration 39Q: 3 clusters Score -7134968 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -7135056.500000 Penalty: 5251.971680
	Iteration 40F: 3 clusters Score -7135056 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -7135136.000000 Penalty: 5251.971680
	Iteration 41Q: 3 clusters Score -7135136 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -7135229.500000 Penalty: 5251.971680
	Iteration 42Q: 3 clusters Score -7135230 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -7135303.000000 Penalty: 5251.971680
	Iteration 43Q: 3 clusters Score -7135303 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7135364.000000 Penalty: 5251.971680
	Iteration 44Q: 3 clusters Score -7135364 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -7135440.500000 Penalty: 5251.971680
	Iteration 45Q: 3 clusters Score -7135440 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7135446.000000 Penalty: 5251.971680
	Iteration 46Q: 3 clusters Score -7135446 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -7135479.500000 Penalty: 5251.971680
	Iteration 47Q: 3 clusters Score -7135480 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7135527.000000 Penalty: 5251.971680
	Iteration 48Q: 3 clusters Score -7135527 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7135561.500000 Penalty: 5251.971680
	Iteration 49Q: 3 clusters Score -7135562 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -7135585.000000 Penalty: 5251.971680
	Iteration 50Q: 3 clusters Score -7135585 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -7135617.000000 Penalty: 5251.971680
	Iteration 51Q: 3 clusters Score -7135617 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -7135629.500000 Penalty: 5251.971680
	Iteration 52Q: 3 clusters Score -7135630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7135650.000000 Penalty: 5251.971680
	Iteration 53Q: 3 clusters Score -7135650 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7135667.500000 Penalty: 5251.971680
	Iteration 54Q: 3 clusters Score -7135668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7135677.500000 Penalty: 5251.971680
	Iteration 55Q: 3 clusters Score -7135678 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7135709.500000 Penalty: 5251.971680
	Iteration 56Q: 3 clusters Score -7135710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7135720.000000 Penalty: 5251.971680
	Iteration 57Q: 3 clusters Score -7135720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7135724.500000 Penalty: 5251.971680
	Iteration 58Q: 3 clusters Score -7135724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -7135719.500000 Penalty: 5251.971680
	Iteration 59Q: 3 clusters Score -7135720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7135726.000000 Penalty: 5251.971680
	Iteration 60F: 3 clusters Score -7135726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7135727.000000 Penalty: 5251.971680
	Iteration 61Q: 3 clusters Score -7135727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7135735.000000 Penalty: 5251.971680
	Iteration 62Q: 3 clusters Score -7135735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7135740.000000 Penalty: 5251.971680
	Iteration 63Q: 3 clusters Score -7135740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7135760.500000 Penalty: 5251.971680
	Iteration 64Q: 3 clusters Score -7135760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7135771.500000 Penalty: 5251.971680
	Iteration 65Q: 3 clusters Score -7135772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7135767.500000 Penalty: 5251.971680
	Iteration 66Q: 3 clusters Score -7135768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7135773.500000 Penalty: 5251.971680
	Iteration 67Q: 3 clusters Score -7135774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7135802.000000 Penalty: 5251.971680
	Iteration 68Q: 3 clusters Score -7135802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7135797.500000 Penalty: 5251.971680
	Iteration 69Q: 3 clusters Score -7135798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7135798.500000 Penalty: 5251.971680
	Iteration 70Q: 3 clusters Score -7135798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7135802.000000 Penalty: 5251.971680
	Iteration 71Q: 3 clusters Score -7135802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7135795.500000 Penalty: 5251.971680
	Iteration 72Q: 3 clusters Score -7135796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7135796.500000 Penalty: 5251.971680
	Iteration 73Q: 3 clusters Score -7135796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7135789.500000 Penalty: 5251.971680
	Iteration 74Q: 3 clusters Score -7135790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7135797.500000 Penalty: 5251.971680
	Iteration 75Q: 3 clusters Score -7135798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7135805.500000 Penalty: 5251.971680
	Iteration 76Q: 3 clusters Score -7135806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7135804.000000 Penalty: 5251.971680
	Iteration 77Q: 3 clusters Score -7135804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7135791.000000 Penalty: 5251.971680
	Iteration 78Q: 3 clusters Score -7135791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7135798.500000 Penalty: 5251.971680
	Iteration 79Q: 3 clusters Score -7135798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7135784.000000 Penalty: 5251.971680
	Iteration 80F: 3 clusters Score -7135784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7135774.000000 Penalty: 5251.971680
	Iteration 81Q: 3 clusters Score -7135774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7135774.000000 Penalty: 5251.971680
	Iteration 82Q: 3 clusters Score -7135774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7135775.500000 Penalty: 5251.971680
	Iteration 83Q: 3 clusters Score -7135776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7135770.000000 Penalty: 5251.971680
	Iteration 84Q: 3 clusters Score -7135770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7135777.500000 Penalty: 5251.971680
	Iteration 85Q: 3 clusters Score -7135778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7135783.500000 Penalty: 5251.971680
	Iteration 86Q: 3 clusters Score -7135784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7135789.500000 Penalty: 5251.971680
	Iteration 87Q: 3 clusters Score -7135790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7135787.000000 Penalty: 5251.971680
	Iteration 88Q: 3 clusters Score -7135787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7135788.500000 Penalty: 5251.971680
	Iteration 89Q: 3 clusters Score -7135788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7135792.000000 Penalty: 5251.971680
	Iteration 90Q: 3 clusters Score -7135792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7135793.000000 Penalty: 5251.971680
	Iteration 91Q: 3 clusters Score -7135793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7135801.000000 Penalty: 5251.971680
	Iteration 92Q: 3 clusters Score -7135801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7135807.000000 Penalty: 5251.971680
	Iteration 93Q: 3 clusters Score -7135807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7135812.500000 Penalty: 5251.971680
	Iteration 94Q: 3 clusters Score -7135812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7135803.000000 Penalty: 5251.971680
	Iteration 95Q: 3 clusters Score -7135803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7135803.000000 Penalty: 5251.971680
	Iteration 96Q: 3 clusters Score -7135803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7135809.000000 Penalty: 5251.971680
	Iteration 97Q: 3 clusters Score -7135809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7135809.000000 Penalty: 5251.971680
	Iteration 98Q: 3 clusters Score -7135809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7135813.500000 Penalty: 5251.971680
	Iteration 99Q: 3 clusters Score -7135814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7135814.000000 Penalty: 5251.971680
	Iteration 100F: 3 clusters Score -7135814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7135813.500000 Penalty: 5251.971680
	Iteration 101Q: 3 clusters Score -7135814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7135815.500000 Penalty: 5251.971680
	Iteration 102Q: 3 clusters Score -7135816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7135806.000000 Penalty: 5251.971680
	Iteration 103Q: 3 clusters Score -7135806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7135812.000000 Penalty: 5251.971680
	Iteration 104Q: 3 clusters Score -7135812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7135818.500000 Penalty: 5251.971680
	Iteration 105Q: 3 clusters Score -7135818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7135824.000000 Penalty: 5251.971680
	Iteration 106Q: 3 clusters Score -7135824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7135820.500000 Penalty: 5251.971680
	Iteration 107Q: 3 clusters Score -7135820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7135821.500000 Penalty: 5251.971680
	Iteration 108Q: 3 clusters Score -7135822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7135825.000000 Penalty: 5251.971680
	Iteration 109Q: 3 clusters Score -7135825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7135832.000000 Penalty: 5251.971680
	Iteration 110Q: 3 clusters Score -7135832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7135822.000000 Penalty: 5251.971680
	Iteration 111Q: 3 clusters Score -7135822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7135817.000000 Penalty: 5251.971680
	Iteration 112Q: 3 clusters Score -7135817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7135813.000000 Penalty: 5251.971680
	Iteration 113Q: 3 clusters Score -7135813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7135818.000000 Penalty: 5251.971680
	Iteration 114Q: 3 clusters Score -7135818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7135813.000000 Penalty: 5251.971680
	Iteration 115Q: 3 clusters Score -7135813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7135814.500000 Penalty: 5251.971680
	Iteration 116Q: 3 clusters Score -7135814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7135817.500000 Penalty: 5251.971680
	Iteration 117Q: 3 clusters Score -7135818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7135816.000000 Penalty: 5251.971680
	Iteration 118Q: 3 clusters Score -7135816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7135816.000000 Penalty: 5251.971680
	Iteration 119F: 3 clusters Score -7135816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Entering Unmasked Estep 
Score: -7607241.000000 Penalty: 2644.013672
	Iteration 0F: 2 clusters Score -7607241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -7578792.500000 Penalty: 5288.027344
	Iteration 0F: 3 clusters Score -7578792 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -7589906.000000 Penalty: 5288.027344
	Iteration 1F: 3 clusters Score -7589906 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -7590815.500000 Penalty: 5288.027344
	Iteration 2F: 3 clusters Score -7590816 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -7591905.500000 Penalty: 5288.027344
	Iteration 3F: 3 clusters Score -7591906 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -7593386.000000 Penalty: 5288.027344
	Iteration 4F: 3 clusters Score -7593386 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -7595182.000000 Penalty: 5288.027344
	Iteration 5F: 3 clusters Score -7595182 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7597148.000000 Penalty: 5288.027344
	Iteration 6F: 3 clusters Score -7597148 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -7599237.500000 Penalty: 5288.027344
	Iteration 7F: 3 clusters Score -7599238 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -7601008.500000 Penalty: 5288.027344
	Iteration 8F: 3 clusters Score -7601008 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7602460.500000 Penalty: 5288.027344
	Iteration 9Q: 3 clusters Score -7602460 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -7603549.000000 Penalty: 5288.027344
	Iteration 10Q: 3 clusters Score -7603549 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -7604322.500000 Penalty: 5288.027344
	Iteration 11Q: 3 clusters Score -7604322 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -7604770.000000 Penalty: 5288.027344
	Iteration 12Q: 3 clusters Score -7604770 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7605086.000000 Penalty: 5288.027344
	Iteration 13Q: 3 clusters Score -7605086 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -7605269.500000 Penalty: 5288.027344
	Iteration 14Q: 3 clusters Score -7605270 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -7605378.000000 Penalty: 5288.027344
	Iteration 15Q: 3 clusters Score -7605378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7605442.000000 Penalty: 5288.027344
	Iteration 16Q: 3 clusters Score -7605442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -7605450.000000 Penalty: 5288.027344
	Iteration 17Q: 3 clusters Score -7605450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -7605464.000000 Penalty: 5288.027344
	Iteration 18Q: 3 clusters Score -7605464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -7605478.000000 Penalty: 5288.027344
	Iteration 19Q: 3 clusters Score -7605478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7605490.500000 Penalty: 5288.027344
	Iteration 20F: 3 clusters Score -7605490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -7605489.500000 Penalty: 5288.027344
	Iteration 21Q: 3 clusters Score -7605490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -7605498.500000 Penalty: 5288.027344
	Iteration 22Q: 3 clusters Score -7605498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -7605500.500000 Penalty: 5288.027344
	Iteration 23Q: 3 clusters Score -7605500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -7605512.000000 Penalty: 5288.027344
	Iteration 24Q: 3 clusters Score -7605512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7605509.000000 Penalty: 5288.027344
	Iteration 25Q: 3 clusters Score -7605509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -7605503.500000 Penalty: 5288.027344
	Iteration 26Q: 3 clusters Score -7605504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -7605508.500000 Penalty: 5288.027344
	Iteration 27Q: 3 clusters Score -7605508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -7605508.500000 Penalty: 5288.027344
	Iteration 28F: 3 clusters Score -7605508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Entering Unmasked Estep 
Score: -4714273.000000 Penalty: 2525.967285
	Iteration 0F: 2 clusters Score -4714273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4695989.500000 Penalty: 5051.934570
	Iteration 0F: 3 clusters Score -4695990 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4702291.000000 Penalty: 5051.934570
	Iteration 1F: 3 clusters Score -4702291 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4702663.500000 Penalty: 5051.934570
	Iteration 2Q: 3 clusters Score -4702664 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4703057.500000 Penalty: 5051.934570
	Iteration 3Q: 3 clusters Score -4703058 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -4703394.500000 Penalty: 5051.934570
	Iteration 4Q: 3 clusters Score -4703394 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4703773.000000 Penalty: 5051.934570
	Iteration 5Q: 3 clusters Score -4703773 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4704247.000000 Penalty: 5051.934570
	Iteration 6Q: 3 clusters Score -4704247 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4704806.500000 Penalty: 5051.934570
	Iteration 7Q: 3 clusters Score -4704806 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4705636.000000 Penalty: 5051.934570
	Iteration 8F: 3 clusters Score -4705636 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -4706697.000000 Penalty: 5051.934570
	Iteration 9F: 3 clusters Score -4706697 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4707944.500000 Penalty: 5051.934570
	Iteration 10F: 3 clusters Score -4707944 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -4709266.000000 Penalty: 5051.934570
	Iteration 11F: 3 clusters Score -4709266 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4710358.500000 Penalty: 5051.934570
	Iteration 12Q: 3 clusters Score -4710358 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4711111.000000 Penalty: 5051.934570
	Iteration 13Q: 3 clusters Score -4711111 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4711603.000000 Penalty: 5051.934570
	Iteration 14Q: 3 clusters Score -4711603 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4711833.500000 Penalty: 5051.934570
	Iteration 15Q: 3 clusters Score -4711834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4711963.000000 Penalty: 5051.934570
	Iteration 16Q: 3 clusters Score -4711963 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4712061.000000 Penalty: 5051.934570
	Iteration 17Q: 3 clusters Score -4712061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4712131.000000 Penalty: 5051.934570
	Iteration 18Q: 3 clusters Score -4712131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4712176.500000 Penalty: 5051.934570
	Iteration 19Q: 3 clusters Score -4712176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4712206.500000 Penalty: 5051.934570
	Iteration 20F: 3 clusters Score -4712206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -4712230.500000 Penalty: 5051.934570
	Iteration 21Q: 3 clusters Score -4712230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -4712258.000000 Penalty: 5051.934570
	Iteration 22Q: 3 clusters Score -4712258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -4712274.000000 Penalty: 5051.934570
	Iteration 23Q: 3 clusters Score -4712274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4712283.500000 Penalty: 5051.934570
	Iteration 24Q: 3 clusters Score -4712284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -4712291.000000 Penalty: 5051.934570
	Iteration 25Q: 3 clusters Score -4712291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4712295.000000 Penalty: 5051.934570
	Iteration 26Q: 3 clusters Score -4712295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4712306.500000 Penalty: 5051.934570
	Iteration 27Q: 3 clusters Score -4712306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4712315.000000 Penalty: 5051.934570
	Iteration 28Q: 3 clusters Score -4712315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4712321.000000 Penalty: 5051.934570
	Iteration 29Q: 3 clusters Score -4712321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -4712322.500000 Penalty: 5051.934570
	Iteration 30Q: 3 clusters Score -4712322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4712331.500000 Penalty: 5051.934570
	Iteration 31Q: 3 clusters Score -4712332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4712337.000000 Penalty: 5051.934570
	Iteration 32Q: 3 clusters Score -4712337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -4712346.500000 Penalty: 5051.934570
	Iteration 33Q: 3 clusters Score -4712346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -4712352.000000 Penalty: 5051.934570
	Iteration 34Q: 3 clusters Score -4712352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -4712357.000000 Penalty: 5051.934570
	Iteration 35Q: 3 clusters Score -4712357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -4712356.000000 Penalty: 5051.934570
	Iteration 36Q: 3 clusters Score -4712356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4712359.500000 Penalty: 5051.934570
	Iteration 37Q: 3 clusters Score -4712360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4712358.500000 Penalty: 5051.934570
	Iteration 38Q: 3 clusters Score -4712358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4712358.500000 Penalty: 5051.934570
	Iteration 39F: 3 clusters Score -4712358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Entering Unmasked Estep 
Score: -6349153.000000 Penalty: 2596.516357
	Iteration 0F: 2 clusters Score -6349153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6325183.000000 Penalty: 5193.032715
	Iteration 0F: 3 clusters Score -6325183 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -6333961.000000 Penalty: 5193.032715
	Iteration 1F: 3 clusters Score -6333961 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -6334390.500000 Penalty: 5193.032715
	Iteration 2Q: 3 clusters Score -6334390 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -6334697.500000 Penalty: 5193.032715
	Iteration 3Q: 3 clusters Score -6334698 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -6335028.000000 Penalty: 5193.032715
	Iteration 4Q: 3 clusters Score -6335028 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -6335369.000000 Penalty: 5193.032715
	Iteration 5Q: 3 clusters Score -6335369 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -6335653.500000 Penalty: 5193.032715
	Iteration 6Q: 3 clusters Score -6335654 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -6336019.500000 Penalty: 5193.032715
	Iteration 7Q: 3 clusters Score -6336020 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -6336506.500000 Penalty: 5193.032715
	Iteration 8Q: 3 clusters Score -6336506 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -6337139.500000 Penalty: 5193.032715
	Iteration 9Q: 3 clusters Score -6337140 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -6337987.500000 Penalty: 5193.032715
	Iteration 10Q: 3 clusters Score -6337988 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -6339253.000000 Penalty: 5193.032715
	Iteration 11F: 3 clusters Score -6339253 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -6340869.500000 Penalty: 5193.032715
	Iteration 12F: 3 clusters Score -6340870 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -6342371.500000 Penalty: 5193.032715
	Iteration 13F: 3 clusters Score -6342372 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -6343153.000000 Penalty: 5193.032715
	Iteration 14Q: 3 clusters Score -6343153 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -6343529.500000 Penalty: 5193.032715
	Iteration 15Q: 3 clusters Score -6343530 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -6343711.000000 Penalty: 5193.032715
	Iteration 16Q: 3 clusters Score -6343711 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -6343823.000000 Penalty: 5193.032715
	Iteration 17Q: 3 clusters Score -6343823 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -6343945.000000 Penalty: 5193.032715
	Iteration 18Q: 3 clusters Score -6343945 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6344063.500000 Penalty: 5193.032715
	Iteration 19Q: 3 clusters Score -6344064 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -6344164.000000 Penalty: 5193.032715
	Iteration 20F: 3 clusters Score -6344164 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -6344262.500000 Penalty: 5193.032715
	Iteration 21Q: 3 clusters Score -6344262 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -6344314.000000 Penalty: 5193.032715
	Iteration 22Q: 3 clusters Score -6344314 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -6344418.000000 Penalty: 5193.032715
	Iteration 23Q: 3 clusters Score -6344418 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -6344539.000000 Penalty: 5193.032715
	Iteration 24Q: 3 clusters Score -6344539 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -6344616.000000 Penalty: 5193.032715
	Iteration 25Q: 3 clusters Score -6344616 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -6344703.000000 Penalty: 5193.032715
	Iteration 26Q: 3 clusters Score -6344703 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -6344783.500000 Penalty: 5193.032715
	Iteration 27Q: 3 clusters Score -6344784 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -6344877.000000 Penalty: 5193.032715
	Iteration 28Q: 3 clusters Score -6344877 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6344938.500000 Penalty: 5193.032715
	Iteration 29Q: 3 clusters Score -6344938 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -6345033.500000 Penalty: 5193.032715
	Iteration 30Q: 3 clusters Score -6345034 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -6345093.500000 Penalty: 5193.032715
	Iteration 31Q: 3 clusters Score -6345094 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -6345193.000000 Penalty: 5193.032715
	Iteration 32Q: 3 clusters Score -6345193 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -6345267.500000 Penalty: 5193.032715
	Iteration 33Q: 3 clusters Score -6345268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6345347.500000 Penalty: 5193.032715
	Iteration 34Q: 3 clusters Score -6345348 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6345407.000000 Penalty: 5193.032715
	Iteration 35Q: 3 clusters Score -6345407 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6345490.500000 Penalty: 5193.032715
	Iteration 36Q: 3 clusters Score -6345490 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6345567.500000 Penalty: 5193.032715
	Iteration 37Q: 3 clusters Score -6345568 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6345624.000000 Penalty: 5193.032715
	Iteration 38Q: 3 clusters Score -6345624 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6345702.500000 Penalty: 5193.032715
	Iteration 39Q: 3 clusters Score -6345702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6345760.000000 Penalty: 5193.032715
	Iteration 40F: 3 clusters Score -6345760 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6345838.000000 Penalty: 5193.032715
	Iteration 41Q: 3 clusters Score -6345838 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6345918.000000 Penalty: 5193.032715
	Iteration 42Q: 3 clusters Score -6345918 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6346003.000000 Penalty: 5193.032715
	Iteration 43Q: 3 clusters Score -6346003 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6346031.000000 Penalty: 5193.032715
	Iteration 44Q: 3 clusters Score -6346031 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6346108.000000 Penalty: 5193.032715
	Iteration 45Q: 3 clusters Score -6346108 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6346164.500000 Penalty: 5193.032715
	Iteration 46Q: 3 clusters Score -6346164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6346233.500000 Penalty: 5193.032715
	Iteration 47Q: 3 clusters Score -6346234 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6346288.500000 Penalty: 5193.032715
	Iteration 48Q: 3 clusters Score -6346288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6346347.000000 Penalty: 5193.032715
	Iteration 49Q: 3 clusters Score -6346347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6346383.000000 Penalty: 5193.032715
	Iteration 50Q: 3 clusters Score -6346383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6346403.000000 Penalty: 5193.032715
	Iteration 51Q: 3 clusters Score -6346403 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6346450.500000 Penalty: 5193.032715
	Iteration 52Q: 3 clusters Score -6346450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6346487.000000 Penalty: 5193.032715
	Iteration 53Q: 3 clusters Score -6346487 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6346541.000000 Penalty: 5193.032715
	Iteration 54Q: 3 clusters Score -6346541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6346556.000000 Penalty: 5193.032715
	Iteration 55Q: 3 clusters Score -6346556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6346597.500000 Penalty: 5193.032715
	Iteration 56Q: 3 clusters Score -6346598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6346630.500000 Penalty: 5193.032715
	Iteration 57Q: 3 clusters Score -6346630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6346662.000000 Penalty: 5193.032715
	Iteration 58Q: 3 clusters Score -6346662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6346682.000000 Penalty: 5193.032715
	Iteration 59Q: 3 clusters Score -6346682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6346694.000000 Penalty: 5193.032715
	Iteration 60F: 3 clusters Score -6346694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6346722.000000 Penalty: 5193.032715
	Iteration 61Q: 3 clusters Score -6346722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6346749.000000 Penalty: 5193.032715
	Iteration 62Q: 3 clusters Score -6346749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6346765.000000 Penalty: 5193.032715
	Iteration 63Q: 3 clusters Score -6346765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6346786.000000 Penalty: 5193.032715
	Iteration 64Q: 3 clusters Score -6346786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6346795.000000 Penalty: 5193.032715
	Iteration 65Q: 3 clusters Score -6346795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6346797.000000 Penalty: 5193.032715
	Iteration 66Q: 3 clusters Score -6346797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6346812.500000 Penalty: 5193.032715
	Iteration 67Q: 3 clusters Score -6346812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6346820.500000 Penalty: 5193.032715
	Iteration 68Q: 3 clusters Score -6346820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6346812.000000 Penalty: 5193.032715
	Iteration 69Q: 3 clusters Score -6346812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6346820.500000 Penalty: 5193.032715
	Iteration 70Q: 3 clusters Score -6346820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6346822.000000 Penalty: 5193.032715
	Iteration 71Q: 3 clusters Score -6346822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6346826.500000 Penalty: 5193.032715
	Iteration 72Q: 3 clusters Score -6346826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6346826.000000 Penalty: 5193.032715
	Iteration 73Q: 3 clusters Score -6346826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6346830.000000 Penalty: 5193.032715
	Iteration 74Q: 3 clusters Score -6346830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6346834.000000 Penalty: 5193.032715
	Iteration 75Q: 3 clusters Score -6346834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6346834.000000 Penalty: 5193.032715
	Iteration 76Q: 3 clusters Score -6346834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6346834.500000 Penalty: 5193.032715
	Iteration 77Q: 3 clusters Score -6346834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6346838.500000 Penalty: 5193.032715
	Iteration 78Q: 3 clusters Score -6346838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6346841.500000 Penalty: 5193.032715
	Iteration 79Q: 3 clusters Score -6346842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6346840.500000 Penalty: 5193.032715
	Iteration 80F: 3 clusters Score -6346840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6346844.000000 Penalty: 5193.032715
	Iteration 81Q: 3 clusters Score -6346844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6346844.000000 Penalty: 5193.032715
	Iteration 82F: 3 clusters Score -6346844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Entering Unmasked Estep 
Score: -3390818.750000 Penalty: 2445.604980
	Iteration 0F: 2 clusters Score -3390819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3377229.750000 Penalty: 4891.209961
	Iteration 0F: 3 clusters Score -3377230 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3381730.000000 Penalty: 4891.209961
	Iteration 1F: 3 clusters Score -3381730 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3382229.000000 Penalty: 4891.209961
	Iteration 2F: 3 clusters Score -3382229 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3382656.000000 Penalty: 4891.209961
	Iteration 3F: 3 clusters Score -3382656 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3383128.000000 Penalty: 4891.209961
	Iteration 4Q: 3 clusters Score -3383128 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3383672.250000 Penalty: 4891.209961
	Iteration 5F: 3 clusters Score -3383672 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3384302.500000 Penalty: 4891.209961
	Iteration 6F: 3 clusters Score -3384302 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3385071.750000 Penalty: 4891.209961
	Iteration 7F: 3 clusters Score -3385072 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3385857.000000 Penalty: 4891.209961
	Iteration 8F: 3 clusters Score -3385857 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3386683.250000 Penalty: 4891.209961
	Iteration 9F: 3 clusters Score -3386683 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3387331.750000 Penalty: 4891.209961
	Iteration 10Q: 3 clusters Score -3387332 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3387841.750000 Penalty: 4891.209961
	Iteration 11Q: 3 clusters Score -3387842 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3388236.500000 Penalty: 4891.209961
	Iteration 12Q: 3 clusters Score -3388236 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3388548.000000 Penalty: 4891.209961
	Iteration 13Q: 3 clusters Score -3388548 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3388808.750000 Penalty: 4891.209961
	Iteration 14Q: 3 clusters Score -3388809 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3389028.000000 Penalty: 4891.209961
	Iteration 15Q: 3 clusters Score -3389028 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3389208.500000 Penalty: 4891.209961
	Iteration 16Q: 3 clusters Score -3389208 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3389342.000000 Penalty: 4891.209961
	Iteration 17Q: 3 clusters Score -3389342 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3389439.250000 Penalty: 4891.209961
	Iteration 18Q: 3 clusters Score -3389439 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3389540.750000 Penalty: 4891.209961
	Iteration 19Q: 3 clusters Score -3389541 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3389629.250000 Penalty: 4891.209961
	Iteration 20F: 3 clusters Score -3389629 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3389706.000000 Penalty: 4891.209961
	Iteration 21Q: 3 clusters Score -3389706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3389776.500000 Penalty: 4891.209961
	Iteration 22Q: 3 clusters Score -3389776 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3389857.000000 Penalty: 4891.209961
	Iteration 23Q: 3 clusters Score -3389857 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3389908.750000 Penalty: 4891.209961
	Iteration 24Q: 3 clusters Score -3389909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3389935.500000 Penalty: 4891.209961
	Iteration 25Q: 3 clusters Score -3389936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3389964.750000 Penalty: 4891.209961
	Iteration 26Q: 3 clusters Score -3389965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3389996.000000 Penalty: 4891.209961
	Iteration 27Q: 3 clusters Score -3389996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3390027.500000 Penalty: 4891.209961
	Iteration 28Q: 3 clusters Score -3390028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3390067.750000 Penalty: 4891.209961
	Iteration 29Q: 3 clusters Score -3390068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3390109.750000 Penalty: 4891.209961
	Iteration 30Q: 3 clusters Score -3390110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3390130.000000 Penalty: 4891.209961
	Iteration 31Q: 3 clusters Score -3390130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3390163.750000 Penalty: 4891.209961
	Iteration 32Q: 3 clusters Score -3390164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3390170.750000 Penalty: 4891.209961
	Iteration 33Q: 3 clusters Score -3390171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3390184.000000 Penalty: 4891.209961
	Iteration 34Q: 3 clusters Score -3390184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3390197.250000 Penalty: 4891.209961
	Iteration 35Q: 3 clusters Score -3390197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3390201.500000 Penalty: 4891.209961
	Iteration 36Q: 3 clusters Score -3390202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3390209.250000 Penalty: 4891.209961
	Iteration 37Q: 3 clusters Score -3390209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3390208.000000 Penalty: 4891.209961
	Iteration 38Q: 3 clusters Score -3390208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3390219.000000 Penalty: 4891.209961
	Iteration 39Q: 3 clusters Score -3390219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3390222.000000 Penalty: 4891.209961
	Iteration 40F: 3 clusters Score -3390222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3390215.500000 Penalty: 4891.209961
	Iteration 41Q: 3 clusters Score -3390216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3390221.500000 Penalty: 4891.209961
	Iteration 42Q: 3 clusters Score -3390222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3390230.500000 Penalty: 4891.209961
	Iteration 43Q: 3 clusters Score -3390230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3390230.500000 Penalty: 4891.209961
	Iteration 44Q: 3 clusters Score -3390230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3390236.000000 Penalty: 4891.209961
	Iteration 45Q: 3 clusters Score -3390236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3390237.250000 Penalty: 4891.209961
	Iteration 46Q: 3 clusters Score -3390237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3390234.750000 Penalty: 4891.209961
	Iteration 47Q: 3 clusters Score -3390235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3390233.250000 Penalty: 4891.209961
	Iteration 48Q: 3 clusters Score -3390233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3390233.250000 Penalty: 4891.209961
	Iteration 49F: 3 clusters Score -3390233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -1026796.000000 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -1026796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1021709.687500 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -1021710 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1023221.250000 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -1023221 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1023703.937500 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -1023704 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1024040.500000 Penalty: 4303.925293
	Iteration 3F: 3 clusters Score -1024040 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1024273.000000 Penalty: 4303.925293
	Iteration 4F: 3 clusters Score -1024273 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1024453.437500 Penalty: 4303.925293
	Iteration 5Q: 3 clusters Score -1024453 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1024592.250000 Penalty: 4303.925293
	Iteration 6Q: 3 clusters Score -1024592 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1024701.312500 Penalty: 4303.925293
	Iteration 7Q: 3 clusters Score -1024701 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1024802.312500 Penalty: 4303.925293
	Iteration 8Q: 3 clusters Score -1024802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1024883.062500 Penalty: 4303.925293
	Iteration 9Q: 3 clusters Score -1024883 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1024969.375000 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -1024969 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1025045.250000 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -1025045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1025120.625000 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -1025121 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1025182.875000 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -1025183 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1025244.562500 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -1025245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1025295.562500 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -1025296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1025335.437500 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -1025335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1025374.500000 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -1025374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1025405.625000 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -1025406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1025435.125000 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -1025435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1025458.562500 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -1025459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1025479.187500 Penalty: 4303.925293
	Iteration 21Q: 3 clusters Score -1025479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1025501.750000 Penalty: 4303.925293
	Iteration 22Q: 3 clusters Score -1025502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1025514.875000 Penalty: 4303.925293
	Iteration 23Q: 3 clusters Score -1025515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1025523.000000 Penalty: 4303.925293
	Iteration 24Q: 3 clusters Score -1025523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1025527.625000 Penalty: 4303.925293
	Iteration 25Q: 3 clusters Score -1025528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1025536.250000 Penalty: 4303.925293
	Iteration 26Q: 3 clusters Score -1025536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1025540.687500 Penalty: 4303.925293
	Iteration 27Q: 3 clusters Score -1025541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1025543.187500 Penalty: 4303.925293
	Iteration 28Q: 3 clusters Score -1025543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1025548.062500 Penalty: 4303.925293
	Iteration 29Q: 3 clusters Score -1025548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1025550.625000 Penalty: 4303.925293
	Iteration 30Q: 3 clusters Score -1025551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1025554.312500 Penalty: 4303.925293
	Iteration 31Q: 3 clusters Score -1025554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1025558.625000 Penalty: 4303.925293
	Iteration 32Q: 3 clusters Score -1025559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1025563.875000 Penalty: 4303.925293
	Iteration 33Q: 3 clusters Score -1025564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1025564.375000 Penalty: 4303.925293
	Iteration 34Q: 3 clusters Score -1025564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1025565.687500 Penalty: 4303.925293
	Iteration 35Q: 3 clusters Score -1025566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1025567.875000 Penalty: 4303.925293
	Iteration 36Q: 3 clusters Score -1025568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1025567.875000 Penalty: 4303.925293
	Iteration 37Q: 3 clusters Score -1025568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1025569.687500 Penalty: 4303.925293
	Iteration 38Q: 3 clusters Score -1025570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1025571.687500 Penalty: 4303.925293
	Iteration 39Q: 3 clusters Score -1025572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1025575.937500 Penalty: 4303.925293
	Iteration 40F: 3 clusters Score -1025576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1025576.750000 Penalty: 4303.925293
	Iteration 41Q: 3 clusters Score -1025577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1025579.750000 Penalty: 4303.925293
	Iteration 42Q: 3 clusters Score -1025580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1025582.812500 Penalty: 4303.925293
	Iteration 43Q: 3 clusters Score -1025583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1025582.437500 Penalty: 4303.925293
	Iteration 44Q: 3 clusters Score -1025582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1025583.812500 Penalty: 4303.925293
	Iteration 45Q: 3 clusters Score -1025584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1025584.437500 Penalty: 4303.925293
	Iteration 46Q: 3 clusters Score -1025584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1025586.062500 Penalty: 4303.925293
	Iteration 47Q: 3 clusters Score -1025586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1025587.000000 Penalty: 4303.925293
	Iteration 48Q: 3 clusters Score -1025587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1025588.687500 Penalty: 4303.925293
	Iteration 49Q: 3 clusters Score -1025589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1025588.062500 Penalty: 4303.925293
	Iteration 50Q: 3 clusters Score -1025588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1025590.562500 Penalty: 4303.925293
	Iteration 51Q: 3 clusters Score -1025591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1025590.562500 Penalty: 4303.925293
	Iteration 52F: 3 clusters Score -1025591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -1493366.500000 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -1493366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1486733.875000 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -1486734 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1488483.000000 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -1488483 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1488746.000000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -1488746 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1488952.375000 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -1488952 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1489118.625000 Penalty: 4482.792969
	Iteration 4Q: 3 clusters Score -1489119 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1489288.000000 Penalty: 4482.792969
	Iteration 5Q: 3 clusters Score -1489288 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1489450.375000 Penalty: 4482.792969
	Iteration 6Q: 3 clusters Score -1489450 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1489615.000000 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -1489615 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1489814.750000 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -1489815 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1490043.375000 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -1490043 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1490265.375000 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -1490265 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1490482.250000 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -1490482 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1490696.875000 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -1490697 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1490881.000000 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -1490881 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1491038.500000 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -1491038 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1491154.500000 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -1491154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1491238.125000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -1491238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1491289.500000 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -1491290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1491341.375000 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -1491341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1491374.500000 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -1491374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1491405.375000 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -1491405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1491435.750000 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -1491436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1491461.750000 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -1491462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1491472.625000 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -1491473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1491479.000000 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -1491479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1491485.500000 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -1491486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1491494.875000 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -1491495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1491500.500000 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -1491500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1491502.625000 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -1491503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1491502.750000 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -1491503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1491502.375000 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -1491502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1491504.000000 Penalty: 4482.792969
	Iteration 31Q: 3 clusters Score -1491504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1491506.500000 Penalty: 4482.792969
	Iteration 32Q: 3 clusters Score -1491506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1491507.625000 Penalty: 4482.792969
	Iteration 33Q: 3 clusters Score -1491508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1491507.625000 Penalty: 4482.792969
	Iteration 34Q: 3 clusters Score -1491508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1491507.000000 Penalty: 4482.792969
	Iteration 35Q: 3 clusters Score -1491507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1491514.250000 Penalty: 4482.792969
	Iteration 36Q: 3 clusters Score -1491514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1491520.750000 Penalty: 4482.792969
	Iteration 37Q: 3 clusters Score -1491521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1491521.250000 Penalty: 4482.792969
	Iteration 38Q: 3 clusters Score -1491521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1491521.500000 Penalty: 4482.792969
	Iteration 39Q: 3 clusters Score -1491522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1491521.500000 Penalty: 4482.792969
	Iteration 40F: 3 clusters Score -1491522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -137383.500000 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -137383.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135535.671875 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -135535.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136187.187500 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -136187.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136476.890625 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -136476.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -136627.671875 Penalty: 3491.236572
	Iteration 3F: 3 clusters Score -136627.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136681.000000 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -136681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136707.875000 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -136707.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -136726.750000 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -136726.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -136749.921875 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -136749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136774.750000 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -136774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -136788.093750 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -136788.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136795.062500 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -136795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -136802.046875 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -136802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -136811.343750 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -136811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136812.937500 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -136812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136818.250000 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -136818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -136819.312500 Penalty: 3491.236572
	Iteration 15Q: 3 clusters Score -136819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -136819.312500 Penalty: 3491.236572
	Iteration 16F: 3 clusters Score -136819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Entering Unmasked Estep 
Score: -8483687.000000 Penalty: 2667.167236
	Iteration 0F: 2 clusters Score -8483687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -8454140.000000 Penalty: 5334.334473
	Iteration 0F: 3 clusters Score -8454140 nChanged 21548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -8466137.000000 Penalty: 5334.334473
	Iteration 1F: 3 clusters Score -8466137 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -8466735.000000 Penalty: 5334.334473
	Iteration 2Q: 3 clusters Score -8466735 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -8467285.000000 Penalty: 5334.334473
	Iteration 3Q: 3 clusters Score -8467285 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -8467957.000000 Penalty: 5334.334473
	Iteration 4Q: 3 clusters Score -8467957 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -8468914.000000 Penalty: 5334.334473
	Iteration 5Q: 3 clusters Score -8468914 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -8470290.000000 Penalty: 5334.334473
	Iteration 6F: 3 clusters Score -8470290 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -8472309.000000 Penalty: 5334.334473
	Iteration 7F: 3 clusters Score -8472309 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -8474934.000000 Penalty: 5334.334473
	Iteration 8F: 3 clusters Score -8474934 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8477702.000000 Penalty: 5334.334473
	Iteration 9F: 3 clusters Score -8477702 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8479753.000000 Penalty: 5334.334473
	Iteration 10F: 3 clusters Score -8479753 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8480715.000000 Penalty: 5334.334473
	Iteration 11Q: 3 clusters Score -8480715 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8481066.000000 Penalty: 5334.334473
	Iteration 12Q: 3 clusters Score -8481066 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8481222.000000 Penalty: 5334.334473
	Iteration 13Q: 3 clusters Score -8481222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8481312.000000 Penalty: 5334.334473
	Iteration 14Q: 3 clusters Score -8481312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8481345.000000 Penalty: 5334.334473
	Iteration 15Q: 3 clusters Score -8481345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8481399.000000 Penalty: 5334.334473
	Iteration 16Q: 3 clusters Score -8481399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8481423.000000 Penalty: 5334.334473
	Iteration 17Q: 3 clusters Score -8481423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8481431.000000 Penalty: 5334.334473
	Iteration 18Q: 3 clusters Score -8481431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8481442.000000 Penalty: 5334.334473
	Iteration 19Q: 3 clusters Score -8481442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8481444.000000 Penalty: 5334.334473
	Iteration 20F: 3 clusters Score -8481444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8481461.000000 Penalty: 5334.334473
	Iteration 21Q: 3 clusters Score -8481461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8481466.000000 Penalty: 5334.334473
	Iteration 22Q: 3 clusters Score -8481466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8481463.000000 Penalty: 5334.334473
	Iteration 23Q: 3 clusters Score -8481463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8481466.000000 Penalty: 5334.334473
	Iteration 24Q: 3 clusters Score -8481466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8481468.000000 Penalty: 5334.334473
	Iteration 25Q: 3 clusters Score -8481468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8481472.000000 Penalty: 5334.334473
	Iteration 26Q: 3 clusters Score -8481472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8481479.000000 Penalty: 5334.334473
	Iteration 27Q: 3 clusters Score -8481479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8481476.000000 Penalty: 5334.334473
	Iteration 28Q: 3 clusters Score -8481476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8481475.000000 Penalty: 5334.334473
	Iteration 29Q: 3 clusters Score -8481475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8481482.000000 Penalty: 5334.334473
	Iteration 30Q: 3 clusters Score -8481482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8481489.000000 Penalty: 5334.334473
	Iteration 31Q: 3 clusters Score -8481489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8481490.000000 Penalty: 5334.334473
	Iteration 32Q: 3 clusters Score -8481490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8481490.000000 Penalty: 5334.334473
	Iteration 33F: 3 clusters Score -8481490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Entering Unmasked Estep 
Score: -9213198.000000 Penalty: 2689.133301
	Iteration 0F: 2 clusters Score -9213198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -9182259.000000 Penalty: 5378.266602
	Iteration 0F: 3 clusters Score -9182259 nChanged 23747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -9195438.000000 Penalty: 5378.266602
	Iteration 1F: 3 clusters Score -9195438 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9195878.000000 Penalty: 5378.266602
	Iteration 2Q: 3 clusters Score -9195878 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -9196280.000000 Penalty: 5378.266602
	Iteration 3Q: 3 clusters Score -9196280 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -9196755.000000 Penalty: 5378.266602
	Iteration 4Q: 3 clusters Score -9196755 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -9197396.000000 Penalty: 5378.266602
	Iteration 5Q: 3 clusters Score -9197396 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -9198270.000000 Penalty: 5378.266602
	Iteration 6Q: 3 clusters Score -9198270 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -9199648.000000 Penalty: 5378.266602
	Iteration 7F: 3 clusters Score -9199648 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -9201895.000000 Penalty: 5378.266602
	Iteration 8F: 3 clusters Score -9201895 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -9204870.000000 Penalty: 5378.266602
	Iteration 9F: 3 clusters Score -9204870 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -9207526.000000 Penalty: 5378.266602
	Iteration 10F: 3 clusters Score -9207526 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9209072.000000 Penalty: 5378.266602
	Iteration 11F: 3 clusters Score -9209072 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9209898.000000 Penalty: 5378.266602
	Iteration 12Q: 3 clusters Score -9209898 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9210349.000000 Penalty: 5378.266602
	Iteration 13Q: 3 clusters Score -9210349 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9210586.000000 Penalty: 5378.266602
	Iteration 14Q: 3 clusters Score -9210586 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9210715.000000 Penalty: 5378.266602
	Iteration 15Q: 3 clusters Score -9210715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9210781.000000 Penalty: 5378.266602
	Iteration 16Q: 3 clusters Score -9210781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9210831.000000 Penalty: 5378.266602
	Iteration 17Q: 3 clusters Score -9210831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9210854.000000 Penalty: 5378.266602
	Iteration 18Q: 3 clusters Score -9210854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9210863.000000 Penalty: 5378.266602
	Iteration 19Q: 3 clusters Score -9210863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9210878.000000 Penalty: 5378.266602
	Iteration 20F: 3 clusters Score -9210878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9210889.000000 Penalty: 5378.266602
	Iteration 21Q: 3 clusters Score -9210889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9210916.000000 Penalty: 5378.266602
	Iteration 22Q: 3 clusters Score -9210916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9210919.000000 Penalty: 5378.266602
	Iteration 23Q: 3 clusters Score -9210919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9210917.000000 Penalty: 5378.266602
	Iteration 24Q: 3 clusters Score -9210917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9210927.000000 Penalty: 5378.266602
	Iteration 25Q: 3 clusters Score -9210927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9210928.000000 Penalty: 5378.266602
	Iteration 26Q: 3 clusters Score -9210928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9210937.000000 Penalty: 5378.266602
	Iteration 27Q: 3 clusters Score -9210937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9210932.000000 Penalty: 5378.266602
	Iteration 28Q: 3 clusters Score -9210932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9210948.000000 Penalty: 5378.266602
	Iteration 29Q: 3 clusters Score -9210948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9210955.000000 Penalty: 5378.266602
	Iteration 30Q: 3 clusters Score -9210955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9210955.000000 Penalty: 5378.266602
	Iteration 31F: 3 clusters Score -9210955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Entering Unmasked Estep 
Score: -2501295.750000 Penalty: 2376.260986
	Iteration 0F: 2 clusters Score -2501296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2490826.000000 Penalty: 4752.521973
	Iteration 0F: 3 clusters Score -2490826 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2494275.250000 Penalty: 4752.521973
	Iteration 1F: 3 clusters Score -2494275 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2494776.250000 Penalty: 4752.521973
	Iteration 2F: 3 clusters Score -2494776 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2495163.500000 Penalty: 4752.521973
	Iteration 3F: 3 clusters Score -2495164 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2495468.000000 Penalty: 4752.521973
	Iteration 4Q: 3 clusters Score -2495468 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2495703.750000 Penalty: 4752.521973
	Iteration 5Q: 3 clusters Score -2495704 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2495920.000000 Penalty: 4752.521973
	Iteration 6Q: 3 clusters Score -2495920 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2496117.250000 Penalty: 4752.521973
	Iteration 7Q: 3 clusters Score -2496117 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2496339.500000 Penalty: 4752.521973
	Iteration 8Q: 3 clusters Score -2496340 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2496572.250000 Penalty: 4752.521973
	Iteration 9Q: 3 clusters Score -2496572 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2496821.750000 Penalty: 4752.521973
	Iteration 10Q: 3 clusters Score -2496822 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2497117.500000 Penalty: 4752.521973
	Iteration 11Q: 3 clusters Score -2497118 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2497414.250000 Penalty: 4752.521973
	Iteration 12Q: 3 clusters Score -2497414 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2497723.250000 Penalty: 4752.521973
	Iteration 13Q: 3 clusters Score -2497723 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2498023.500000 Penalty: 4752.521973
	Iteration 14Q: 3 clusters Score -2498024 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2498285.000000 Penalty: 4752.521973
	Iteration 15Q: 3 clusters Score -2498285 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2498499.250000 Penalty: 4752.521973
	Iteration 16Q: 3 clusters Score -2498499 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2498671.500000 Penalty: 4752.521973
	Iteration 17Q: 3 clusters Score -2498672 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2498782.000000 Penalty: 4752.521973
	Iteration 18Q: 3 clusters Score -2498782 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2498863.250000 Penalty: 4752.521973
	Iteration 19Q: 3 clusters Score -2498863 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2498932.250000 Penalty: 4752.521973
	Iteration 20F: 3 clusters Score -2498932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2498979.250000 Penalty: 4752.521973
	Iteration 21Q: 3 clusters Score -2498979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2499041.250000 Penalty: 4752.521973
	Iteration 22Q: 3 clusters Score -2499041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2499089.250000 Penalty: 4752.521973
	Iteration 23Q: 3 clusters Score -2499089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2499119.000000 Penalty: 4752.521973
	Iteration 24Q: 3 clusters Score -2499119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2499141.500000 Penalty: 4752.521973
	Iteration 25Q: 3 clusters Score -2499142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2499163.750000 Penalty: 4752.521973
	Iteration 26Q: 3 clusters Score -2499164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2499183.000000 Penalty: 4752.521973
	Iteration 27Q: 3 clusters Score -2499183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2499197.250000 Penalty: 4752.521973
	Iteration 28Q: 3 clusters Score -2499197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2499208.250000 Penalty: 4752.521973
	Iteration 29Q: 3 clusters Score -2499208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2499233.750000 Penalty: 4752.521973
	Iteration 30Q: 3 clusters Score -2499234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2499237.750000 Penalty: 4752.521973
	Iteration 31Q: 3 clusters Score -2499238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2499250.000000 Penalty: 4752.521973
	Iteration 32Q: 3 clusters Score -2499250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2499260.750000 Penalty: 4752.521973
	Iteration 33Q: 3 clusters Score -2499261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2499271.750000 Penalty: 4752.521973
	Iteration 34Q: 3 clusters Score -2499272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2499273.500000 Penalty: 4752.521973
	Iteration 35Q: 3 clusters Score -2499274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2499284.250000 Penalty: 4752.521973
	Iteration 36Q: 3 clusters Score -2499284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2499292.000000 Penalty: 4752.521973
	Iteration 37Q: 3 clusters Score -2499292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2499293.500000 Penalty: 4752.521973
	Iteration 38Q: 3 clusters Score -2499294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2499303.750000 Penalty: 4752.521973
	Iteration 39Q: 3 clusters Score -2499304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2499315.000000 Penalty: 4752.521973
	Iteration 40F: 3 clusters Score -2499315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2499329.000000 Penalty: 4752.521973
	Iteration 41Q: 3 clusters Score -2499329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2499337.750000 Penalty: 4752.521973
	Iteration 42Q: 3 clusters Score -2499338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2499350.250000 Penalty: 4752.521973
	Iteration 43Q: 3 clusters Score -2499350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2499360.250000 Penalty: 4752.521973
	Iteration 44Q: 3 clusters Score -2499360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2499370.750000 Penalty: 4752.521973
	Iteration 45Q: 3 clusters Score -2499371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2499370.750000 Penalty: 4752.521973
	Iteration 46Q: 3 clusters Score -2499371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2499375.750000 Penalty: 4752.521973
	Iteration 47Q: 3 clusters Score -2499376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2499370.500000 Penalty: 4752.521973
	Iteration 48Q: 3 clusters Score -2499370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2499376.500000 Penalty: 4752.521973
	Iteration 49Q: 3 clusters Score -2499376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2499380.500000 Penalty: 4752.521973
	Iteration 50Q: 3 clusters Score -2499380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2499381.250000 Penalty: 4752.521973
	Iteration 51Q: 3 clusters Score -2499381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2499380.250000 Penalty: 4752.521973
	Iteration 52Q: 3 clusters Score -2499380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2499385.000000 Penalty: 4752.521973
	Iteration 53Q: 3 clusters Score -2499385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2499386.750000 Penalty: 4752.521973
	Iteration 54Q: 3 clusters Score -2499387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2499388.750000 Penalty: 4752.521973
	Iteration 55Q: 3 clusters Score -2499389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2499390.750000 Penalty: 4752.521973
	Iteration 56Q: 3 clusters Score -2499391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2499395.000000 Penalty: 4752.521973
	Iteration 57Q: 3 clusters Score -2499395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2499401.000000 Penalty: 4752.521973
	Iteration 58Q: 3 clusters Score -2499401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2499400.000000 Penalty: 4752.521973
	Iteration 59Q: 3 clusters Score -2499400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2499400.000000 Penalty: 4752.521973
	Iteration 60F: 3 clusters Score -2499400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Entering Unmasked Estep 
Score: -8004035.000000 Penalty: 2657.632812
	Iteration 0F: 2 clusters Score -8004035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -7974767.500000 Penalty: 5315.265625
	Iteration 0F: 3 clusters Score -7974768 nChanged 20569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -7986081.500000 Penalty: 5315.265625
	Iteration 1F: 3 clusters Score -7986082 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -7986787.000000 Penalty: 5315.265625
	Iteration 2Q: 3 clusters Score -7986787 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -7987402.500000 Penalty: 5315.265625
	Iteration 3Q: 3 clusters Score -7987402 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -7987990.500000 Penalty: 5315.265625
	Iteration 4Q: 3 clusters Score -7987990 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -7988465.500000 Penalty: 5315.265625
	Iteration 5Q: 3 clusters Score -7988466 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -7988918.000000 Penalty: 5315.265625
	Iteration 6Q: 3 clusters Score -7988918 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -7989371.000000 Penalty: 5315.265625
	Iteration 7Q: 3 clusters Score -7989371 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -7989854.500000 Penalty: 5315.265625
	Iteration 8Q: 3 clusters Score -7989854 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -7990536.000000 Penalty: 5315.265625
	Iteration 9Q: 3 clusters Score -7990536 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -7991381.500000 Penalty: 5315.265625
	Iteration 10Q: 3 clusters Score -7991382 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -7992637.000000 Penalty: 5315.265625
	Iteration 11Q: 3 clusters Score -7992637 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -7994369.000000 Penalty: 5315.265625
	Iteration 12F: 3 clusters Score -7994369 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -7996257.500000 Penalty: 5315.265625
	Iteration 13F: 3 clusters Score -7996258 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -7997793.500000 Penalty: 5315.265625
	Iteration 14Q: 3 clusters Score -7997794 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -7998740.000000 Penalty: 5315.265625
	Iteration 15Q: 3 clusters Score -7998740 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -7999298.500000 Penalty: 5315.265625
	Iteration 16Q: 3 clusters Score -7999298 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -7999661.500000 Penalty: 5315.265625
	Iteration 17Q: 3 clusters Score -7999662 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -7999973.500000 Penalty: 5315.265625
	Iteration 18Q: 3 clusters Score -7999974 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -8000190.500000 Penalty: 5315.265625
	Iteration 19Q: 3 clusters Score -8000190 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -8000399.000000 Penalty: 5315.265625
	Iteration 20F: 3 clusters Score -8000399 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -8000550.000000 Penalty: 5315.265625
	Iteration 21Q: 3 clusters Score -8000550 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -8000700.500000 Penalty: 5315.265625
	Iteration 22Q: 3 clusters Score -8000700 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -8000812.500000 Penalty: 5315.265625
	Iteration 23Q: 3 clusters Score -8000812 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -8000901.000000 Penalty: 5315.265625
	Iteration 24Q: 3 clusters Score -8000901 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -8000990.500000 Penalty: 5315.265625
	Iteration 25Q: 3 clusters Score -8000990 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -8001080.000000 Penalty: 5315.265625
	Iteration 26Q: 3 clusters Score -8001080 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -8001183.000000 Penalty: 5315.265625
	Iteration 27Q: 3 clusters Score -8001183 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -8001261.500000 Penalty: 5315.265625
	Iteration 28Q: 3 clusters Score -8001262 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -8001339.500000 Penalty: 5315.265625
	Iteration 29Q: 3 clusters Score -8001340 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -8001413.500000 Penalty: 5315.265625
	Iteration 30Q: 3 clusters Score -8001414 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -8001454.500000 Penalty: 5315.265625
	Iteration 31Q: 3 clusters Score -8001454 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -8001498.500000 Penalty: 5315.265625
	Iteration 32Q: 3 clusters Score -8001498 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -8001549.000000 Penalty: 5315.265625
	Iteration 33Q: 3 clusters Score -8001549 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -8001605.500000 Penalty: 5315.265625
	Iteration 34Q: 3 clusters Score -8001606 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -8001635.000000 Penalty: 5315.265625
	Iteration 35Q: 3 clusters Score -8001635 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8001645.000000 Penalty: 5315.265625
	Iteration 36Q: 3 clusters Score -8001645 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8001704.000000 Penalty: 5315.265625
	Iteration 37Q: 3 clusters Score -8001704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -8001802.500000 Penalty: 5315.265625
	Iteration 38Q: 3 clusters Score -8001802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8001873.000000 Penalty: 5315.265625
	Iteration 39Q: 3 clusters Score -8001873 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8001895.500000 Penalty: 5315.265625
	Iteration 40F: 3 clusters Score -8001896 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -8001940.500000 Penalty: 5315.265625
	Iteration 41Q: 3 clusters Score -8001940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8001998.000000 Penalty: 5315.265625
	Iteration 42Q: 3 clusters Score -8001998 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8002068.000000 Penalty: 5315.265625
	Iteration 43Q: 3 clusters Score -8002068 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8002113.500000 Penalty: 5315.265625
	Iteration 44Q: 3 clusters Score -8002114 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -8002201.000000 Penalty: 5315.265625
	Iteration 45Q: 3 clusters Score -8002201 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8002307.000000 Penalty: 5315.265625
	Iteration 46Q: 3 clusters Score -8002307 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8002411.500000 Penalty: 5315.265625
	Iteration 47Q: 3 clusters Score -8002412 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8002517.500000 Penalty: 5315.265625
	Iteration 48Q: 3 clusters Score -8002518 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8002658.500000 Penalty: 5315.265625
	Iteration 49Q: 3 clusters Score -8002658 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8002749.500000 Penalty: 5315.265625
	Iteration 50Q: 3 clusters Score -8002750 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8002864.500000 Penalty: 5315.265625
	Iteration 51Q: 3 clusters Score -8002864 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8002929.500000 Penalty: 5315.265625
	Iteration 52Q: 3 clusters Score -8002930 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8002993.000000 Penalty: 5315.265625
	Iteration 53Q: 3 clusters Score -8002993 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8003043.500000 Penalty: 5315.265625
	Iteration 54Q: 3 clusters Score -8003044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8003084.500000 Penalty: 5315.265625
	Iteration 55Q: 3 clusters Score -8003084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8003110.000000 Penalty: 5315.265625
	Iteration 56Q: 3 clusters Score -8003110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8003138.500000 Penalty: 5315.265625
	Iteration 57Q: 3 clusters Score -8003138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8003171.000000 Penalty: 5315.265625
	Iteration 58Q: 3 clusters Score -8003171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8003187.500000 Penalty: 5315.265625
	Iteration 59Q: 3 clusters Score -8003188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8003296.500000 Penalty: 5315.265625
	Iteration 60F: 3 clusters Score -8003296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8003337.500000 Penalty: 5315.265625
	Iteration 61Q: 3 clusters Score -8003338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8003389.500000 Penalty: 5315.265625
	Iteration 62Q: 3 clusters Score -8003390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8003386.000000 Penalty: 5315.265625
	Iteration 63Q: 3 clusters Score -8003386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8003397.500000 Penalty: 5315.265625
	Iteration 64Q: 3 clusters Score -8003398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8003415.000000 Penalty: 5315.265625
	Iteration 65Q: 3 clusters Score -8003415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8003418.500000 Penalty: 5315.265625
	Iteration 66Q: 3 clusters Score -8003418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8003437.000000 Penalty: 5315.265625
	Iteration 67Q: 3 clusters Score -8003437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8003438.000000 Penalty: 5315.265625
	Iteration 68Q: 3 clusters Score -8003438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8003451.000000 Penalty: 5315.265625
	Iteration 69Q: 3 clusters Score -8003451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8003456.000000 Penalty: 5315.265625
	Iteration 70Q: 3 clusters Score -8003456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8003461.500000 Penalty: 5315.265625
	Iteration 71Q: 3 clusters Score -8003462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8003466.500000 Penalty: 5315.265625
	Iteration 72Q: 3 clusters Score -8003466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8003467.000000 Penalty: 5315.265625
	Iteration 73Q: 3 clusters Score -8003467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8003466.500000 Penalty: 5315.265625
	Iteration 74Q: 3 clusters Score -8003466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8003466.500000 Penalty: 5315.265625
	Iteration 75F: 3 clusters Score -8003466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Entering Unmasked Estep 
Score: -8022050.500000 Penalty: 2655.699707
	Iteration 0F: 2 clusters Score -8022050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -7992950.000000 Penalty: 5311.399414
	Iteration 0F: 3 clusters Score -7992950 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -8004235.000000 Penalty: 5311.399414
	Iteration 1F: 3 clusters Score -8004235 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8004773.500000 Penalty: 5311.399414
	Iteration 2Q: 3 clusters Score -8004774 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -8005302.000000 Penalty: 5311.399414
	Iteration 3Q: 3 clusters Score -8005302 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -8005922.500000 Penalty: 5311.399414
	Iteration 4Q: 3 clusters Score -8005922 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -8006793.500000 Penalty: 5311.399414
	Iteration 5Q: 3 clusters Score -8006794 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -8008220.500000 Penalty: 5311.399414
	Iteration 6F: 3 clusters Score -8008220 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8010553.000000 Penalty: 5311.399414
	Iteration 7F: 3 clusters Score -8010553 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -8013643.500000 Penalty: 5311.399414
	Iteration 8F: 3 clusters Score -8013644 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -8016504.000000 Penalty: 5311.399414
	Iteration 9F: 3 clusters Score -8016504 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8018399.000000 Penalty: 5311.399414
	Iteration 10F: 3 clusters Score -8018399 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8019271.000000 Penalty: 5311.399414
	Iteration 11Q: 3 clusters Score -8019271 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8019643.500000 Penalty: 5311.399414
	Iteration 12Q: 3 clusters Score -8019644 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8019799.000000 Penalty: 5311.399414
	Iteration 13Q: 3 clusters Score -8019799 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8019903.000000 Penalty: 5311.399414
	Iteration 14Q: 3 clusters Score -8019903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8019968.000000 Penalty: 5311.399414
	Iteration 15Q: 3 clusters Score -8019968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8020009.000000 Penalty: 5311.399414
	Iteration 16Q: 3 clusters Score -8020009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8020034.500000 Penalty: 5311.399414
	Iteration 17Q: 3 clusters Score -8020034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8020042.000000 Penalty: 5311.399414
	Iteration 18Q: 3 clusters Score -8020042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8020045.000000 Penalty: 5311.399414
	Iteration 19Q: 3 clusters Score -8020045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8020049.000000 Penalty: 5311.399414
	Iteration 20F: 3 clusters Score -8020049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8020060.000000 Penalty: 5311.399414
	Iteration 21Q: 3 clusters Score -8020060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8020067.000000 Penalty: 5311.399414
	Iteration 22Q: 3 clusters Score -8020067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8020061.500000 Penalty: 5311.399414
	Iteration 23Q: 3 clusters Score -8020062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8020065.000000 Penalty: 5311.399414
	Iteration 24Q: 3 clusters Score -8020065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8020071.000000 Penalty: 5311.399414
	Iteration 25Q: 3 clusters Score -8020071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8020071.000000 Penalty: 5311.399414
	Iteration 26Q: 3 clusters Score -8020071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8020071.000000 Penalty: 5311.399414
	Iteration 27F: 3 clusters Score -8020071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Entering Unmasked Estep 
Score: -7987263.500000 Penalty: 2651.388184
	Iteration 0F: 2 clusters Score -7987264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -7958871.500000 Penalty: 5302.776367
	Iteration 0F: 3 clusters Score -7958872 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -7970020.500000 Penalty: 5302.776367
	Iteration 1F: 3 clusters Score -7970020 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -7970521.000000 Penalty: 5302.776367
	Iteration 2Q: 3 clusters Score -7970521 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -7971027.500000 Penalty: 5302.776367
	Iteration 3Q: 3 clusters Score -7971028 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -7971731.000000 Penalty: 5302.776367
	Iteration 4Q: 3 clusters Score -7971731 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -7972714.500000 Penalty: 5302.776367
	Iteration 5Q: 3 clusters Score -7972714 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -7974144.500000 Penalty: 5302.776367
	Iteration 6F: 3 clusters Score -7974144 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -7976323.500000 Penalty: 5302.776367
	Iteration 7F: 3 clusters Score -7976324 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -7979070.000000 Penalty: 5302.776367
	Iteration 8F: 3 clusters Score -7979070 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7981745.500000 Penalty: 5302.776367
	Iteration 9F: 3 clusters Score -7981746 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7983576.500000 Penalty: 5302.776367
	Iteration 10F: 3 clusters Score -7983576 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7984378.000000 Penalty: 5302.776367
	Iteration 11Q: 3 clusters Score -7984378 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7984698.500000 Penalty: 5302.776367
	Iteration 12Q: 3 clusters Score -7984698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7984856.500000 Penalty: 5302.776367
	Iteration 13Q: 3 clusters Score -7984856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7984933.500000 Penalty: 5302.776367
	Iteration 14Q: 3 clusters Score -7984934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7984980.000000 Penalty: 5302.776367
	Iteration 15Q: 3 clusters Score -7984980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7985013.000000 Penalty: 5302.776367
	Iteration 16Q: 3 clusters Score -7985013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7985018.500000 Penalty: 5302.776367
	Iteration 17Q: 3 clusters Score -7985018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7985023.000000 Penalty: 5302.776367
	Iteration 18Q: 3 clusters Score -7985023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7985031.000000 Penalty: 5302.776367
	Iteration 19Q: 3 clusters Score -7985031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7985030.500000 Penalty: 5302.776367
	Iteration 20F: 3 clusters Score -7985030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7985043.500000 Penalty: 5302.776367
	Iteration 21Q: 3 clusters Score -7985044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7985047.000000 Penalty: 5302.776367
	Iteration 22Q: 3 clusters Score -7985047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7985056.000000 Penalty: 5302.776367
	Iteration 23Q: 3 clusters Score -7985056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7985058.500000 Penalty: 5302.776367
	Iteration 24Q: 3 clusters Score -7985058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7985060.000000 Penalty: 5302.776367
	Iteration 25Q: 3 clusters Score -7985060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7985063.500000 Penalty: 5302.776367
	Iteration 26Q: 3 clusters Score -7985064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7985071.500000 Penalty: 5302.776367
	Iteration 27Q: 3 clusters Score -7985072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7985072.000000 Penalty: 5302.776367
	Iteration 28Q: 3 clusters Score -7985072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7985065.000000 Penalty: 5302.776367
	Iteration 29Q: 3 clusters Score -7985065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7985065.000000 Penalty: 5302.776367
	Iteration 30F: 3 clusters Score -7985065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Entering Unmasked Estep 
Score: -2450309.000000 Penalty: 2376.055420
	Iteration 0F: 2 clusters Score -2450309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2439823.000000 Penalty: 4752.110840
	Iteration 0F: 3 clusters Score -2439823 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2443866.750000 Penalty: 4752.110840
	Iteration 1F: 3 clusters Score -2443867 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2444902.000000 Penalty: 4752.110840
	Iteration 2F: 3 clusters Score -2444902 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2445845.750000 Penalty: 4752.110840
	Iteration 3F: 3 clusters Score -2445846 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2446566.000000 Penalty: 4752.110840
	Iteration 4F: 3 clusters Score -2446566 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2447029.500000 Penalty: 4752.110840
	Iteration 5F: 3 clusters Score -2447030 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2447319.500000 Penalty: 4752.110840
	Iteration 6Q: 3 clusters Score -2447320 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2447552.000000 Penalty: 4752.110840
	Iteration 7Q: 3 clusters Score -2447552 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2447699.750000 Penalty: 4752.110840
	Iteration 8Q: 3 clusters Score -2447700 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2447815.750000 Penalty: 4752.110840
	Iteration 9Q: 3 clusters Score -2447816 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2447897.000000 Penalty: 4752.110840
	Iteration 10Q: 3 clusters Score -2447897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2447961.000000 Penalty: 4752.110840
	Iteration 11Q: 3 clusters Score -2447961 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2448028.750000 Penalty: 4752.110840
	Iteration 12Q: 3 clusters Score -2448029 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2448098.750000 Penalty: 4752.110840
	Iteration 13Q: 3 clusters Score -2448099 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2448150.000000 Penalty: 4752.110840
	Iteration 14Q: 3 clusters Score -2448150 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2448197.500000 Penalty: 4752.110840
	Iteration 15Q: 3 clusters Score -2448198 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2448256.500000 Penalty: 4752.110840
	Iteration 16Q: 3 clusters Score -2448256 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2448312.500000 Penalty: 4752.110840
	Iteration 17Q: 3 clusters Score -2448312 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2448365.750000 Penalty: 4752.110840
	Iteration 18Q: 3 clusters Score -2448366 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2448409.250000 Penalty: 4752.110840
	Iteration 19Q: 3 clusters Score -2448409 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2448460.000000 Penalty: 4752.110840
	Iteration 20F: 3 clusters Score -2448460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2448500.000000 Penalty: 4752.110840
	Iteration 21Q: 3 clusters Score -2448500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2448535.750000 Penalty: 4752.110840
	Iteration 22Q: 3 clusters Score -2448536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2448564.250000 Penalty: 4752.110840
	Iteration 23Q: 3 clusters Score -2448564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2448585.000000 Penalty: 4752.110840
	Iteration 24Q: 3 clusters Score -2448585 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2448618.250000 Penalty: 4752.110840
	Iteration 25Q: 3 clusters Score -2448618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2448635.000000 Penalty: 4752.110840
	Iteration 26Q: 3 clusters Score -2448635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2448647.250000 Penalty: 4752.110840
	Iteration 27Q: 3 clusters Score -2448647 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2448663.500000 Penalty: 4752.110840
	Iteration 28Q: 3 clusters Score -2448664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2448682.250000 Penalty: 4752.110840
	Iteration 29Q: 3 clusters Score -2448682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2448696.500000 Penalty: 4752.110840
	Iteration 30Q: 3 clusters Score -2448696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2448715.750000 Penalty: 4752.110840
	Iteration 31Q: 3 clusters Score -2448716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2448734.750000 Penalty: 4752.110840
	Iteration 32Q: 3 clusters Score -2448735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2448749.750000 Penalty: 4752.110840
	Iteration 33Q: 3 clusters Score -2448750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2448760.000000 Penalty: 4752.110840
	Iteration 34Q: 3 clusters Score -2448760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2448765.500000 Penalty: 4752.110840
	Iteration 35Q: 3 clusters Score -2448766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2448776.000000 Penalty: 4752.110840
	Iteration 36Q: 3 clusters Score -2448776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2448786.000000 Penalty: 4752.110840
	Iteration 37Q: 3 clusters Score -2448786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2448786.500000 Penalty: 4752.110840
	Iteration 38Q: 3 clusters Score -2448786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2448792.000000 Penalty: 4752.110840
	Iteration 39Q: 3 clusters Score -2448792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2448797.250000 Penalty: 4752.110840
	Iteration 40F: 3 clusters Score -2448797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2448799.750000 Penalty: 4752.110840
	Iteration 41Q: 3 clusters Score -2448800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2448803.500000 Penalty: 4752.110840
	Iteration 42Q: 3 clusters Score -2448804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2448804.000000 Penalty: 4752.110840
	Iteration 43Q: 3 clusters Score -2448804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2448808.250000 Penalty: 4752.110840
	Iteration 44Q: 3 clusters Score -2448808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2448815.750000 Penalty: 4752.110840
	Iteration 45Q: 3 clusters Score -2448816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2448817.000000 Penalty: 4752.110840
	Iteration 46Q: 3 clusters Score -2448817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2448816.750000 Penalty: 4752.110840
	Iteration 47Q: 3 clusters Score -2448817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2448820.000000 Penalty: 4752.110840
	Iteration 48Q: 3 clusters Score -2448820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2448816.250000 Penalty: 4752.110840
	Iteration 49Q: 3 clusters Score -2448816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2448816.250000 Penalty: 4752.110840
	Iteration 50Q: 3 clusters Score -2448816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2448827.750000 Penalty: 4752.110840
	Iteration 51Q: 3 clusters Score -2448828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2448826.250000 Penalty: 4752.110840
	Iteration 52Q: 3 clusters Score -2448826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2448827.750000 Penalty: 4752.110840
	Iteration 53Q: 3 clusters Score -2448828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2448825.500000 Penalty: 4752.110840
	Iteration 54Q: 3 clusters Score -2448826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2448824.750000 Penalty: 4752.110840
	Iteration 55Q: 3 clusters Score -2448825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2448824.500000 Penalty: 4752.110840
	Iteration 56Q: 3 clusters Score -2448824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2448828.500000 Penalty: 4752.110840
	Iteration 57Q: 3 clusters Score -2448828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2448830.250000 Penalty: 4752.110840
	Iteration 58Q: 3 clusters Score -2448830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2448831.250000 Penalty: 4752.110840
	Iteration 59Q: 3 clusters Score -2448831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2448830.750000 Penalty: 4752.110840
	Iteration 60F: 3 clusters Score -2448831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2448830.250000 Penalty: 4752.110840
	Iteration 61Q: 3 clusters Score -2448830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2448831.750000 Penalty: 4752.110840
	Iteration 62Q: 3 clusters Score -2448832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2448833.250000 Penalty: 4752.110840
	Iteration 63Q: 3 clusters Score -2448833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2448831.250000 Penalty: 4752.110840
	Iteration 64Q: 3 clusters Score -2448831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2448831.250000 Penalty: 4752.110840
	Iteration 65F: 3 clusters Score -2448831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Entering Unmasked Estep 
Score: -5709942.500000 Penalty: 2573.105957
	Iteration 0F: 2 clusters Score -5709942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -5688064.500000 Penalty: 5146.211914
	Iteration 0F: 3 clusters Score -5688064 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5696022.000000 Penalty: 5146.211914
	Iteration 1F: 3 clusters Score -5696022 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -5696505.500000 Penalty: 5146.211914
	Iteration 2Q: 3 clusters Score -5696506 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5696970.500000 Penalty: 5146.211914
	Iteration 3Q: 3 clusters Score -5696970 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5697499.000000 Penalty: 5146.211914
	Iteration 4Q: 3 clusters Score -5697499 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -5698105.500000 Penalty: 5146.211914
	Iteration 5Q: 3 clusters Score -5698106 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5698832.500000 Penalty: 5146.211914
	Iteration 6Q: 3 clusters Score -5698832 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5699577.500000 Penalty: 5146.211914
	Iteration 7F: 3 clusters Score -5699578 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -5700423.000000 Penalty: 5146.211914
	Iteration 8F: 3 clusters Score -5700423 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -5701274.500000 Penalty: 5146.211914
	Iteration 9Q: 3 clusters Score -5701274 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -5702235.500000 Penalty: 5146.211914
	Iteration 10Q: 3 clusters Score -5702236 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -5703174.000000 Penalty: 5146.211914
	Iteration 11Q: 3 clusters Score -5703174 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -5704057.500000 Penalty: 5146.211914
	Iteration 12Q: 3 clusters Score -5704058 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -5704842.500000 Penalty: 5146.211914
	Iteration 13Q: 3 clusters Score -5704842 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5705407.000000 Penalty: 5146.211914
	Iteration 14Q: 3 clusters Score -5705407 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -5705869.500000 Penalty: 5146.211914
	Iteration 15Q: 3 clusters Score -5705870 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -5706263.500000 Penalty: 5146.211914
	Iteration 16Q: 3 clusters Score -5706264 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5706536.500000 Penalty: 5146.211914
	Iteration 17Q: 3 clusters Score -5706536 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -5706715.500000 Penalty: 5146.211914
	Iteration 18Q: 3 clusters Score -5706716 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5706866.500000 Penalty: 5146.211914
	Iteration 19Q: 3 clusters Score -5706866 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5706979.500000 Penalty: 5146.211914
	Iteration 20F: 3 clusters Score -5706980 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5707078.500000 Penalty: 5146.211914
	Iteration 21Q: 3 clusters Score -5707078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5707170.000000 Penalty: 5146.211914
	Iteration 22Q: 3 clusters Score -5707170 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5707268.000000 Penalty: 5146.211914
	Iteration 23Q: 3 clusters Score -5707268 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5707370.500000 Penalty: 5146.211914
	Iteration 24Q: 3 clusters Score -5707370 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5707447.000000 Penalty: 5146.211914
	Iteration 25Q: 3 clusters Score -5707447 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5707477.500000 Penalty: 5146.211914
	Iteration 26Q: 3 clusters Score -5707478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5707525.000000 Penalty: 5146.211914
	Iteration 27Q: 3 clusters Score -5707525 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5707556.000000 Penalty: 5146.211914
	Iteration 28Q: 3 clusters Score -5707556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5707584.500000 Penalty: 5146.211914
	Iteration 29Q: 3 clusters Score -5707584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5707623.000000 Penalty: 5146.211914
	Iteration 30Q: 3 clusters Score -5707623 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5707643.500000 Penalty: 5146.211914
	Iteration 31Q: 3 clusters Score -5707644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5707686.000000 Penalty: 5146.211914
	Iteration 32Q: 3 clusters Score -5707686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5707702.500000 Penalty: 5146.211914
	Iteration 33Q: 3 clusters Score -5707702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5707727.000000 Penalty: 5146.211914
	Iteration 34Q: 3 clusters Score -5707727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5707755.500000 Penalty: 5146.211914
	Iteration 35Q: 3 clusters Score -5707756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5707782.500000 Penalty: 5146.211914
	Iteration 36Q: 3 clusters Score -5707782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5707809.000000 Penalty: 5146.211914
	Iteration 37Q: 3 clusters Score -5707809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5707822.000000 Penalty: 5146.211914
	Iteration 38Q: 3 clusters Score -5707822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5707841.500000 Penalty: 5146.211914
	Iteration 39Q: 3 clusters Score -5707842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5707854.500000 Penalty: 5146.211914
	Iteration 40F: 3 clusters Score -5707854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5707868.000000 Penalty: 5146.211914
	Iteration 41Q: 3 clusters Score -5707868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5707867.500000 Penalty: 5146.211914
	Iteration 42Q: 3 clusters Score -5707868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5707872.500000 Penalty: 5146.211914
	Iteration 43Q: 3 clusters Score -5707872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5707889.500000 Penalty: 5146.211914
	Iteration 44Q: 3 clusters Score -5707890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5707884.500000 Penalty: 5146.211914
	Iteration 45Q: 3 clusters Score -5707884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5707900.000000 Penalty: 5146.211914
	Iteration 46Q: 3 clusters Score -5707900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5707906.500000 Penalty: 5146.211914
	Iteration 47Q: 3 clusters Score -5707906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5707912.000000 Penalty: 5146.211914
	Iteration 48Q: 3 clusters Score -5707912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5707925.500000 Penalty: 5146.211914
	Iteration 49Q: 3 clusters Score -5707926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5707928.500000 Penalty: 5146.211914
	Iteration 50Q: 3 clusters Score -5707928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5707933.000000 Penalty: 5146.211914
	Iteration 51Q: 3 clusters Score -5707933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5707932.500000 Penalty: 5146.211914
	Iteration 52Q: 3 clusters Score -5707932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5707934.000000 Penalty: 5146.211914
	Iteration 53Q: 3 clusters Score -5707934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5707926.500000 Penalty: 5146.211914
	Iteration 54Q: 3 clusters Score -5707926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5707931.500000 Penalty: 5146.211914
	Iteration 55Q: 3 clusters Score -5707932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5707932.500000 Penalty: 5146.211914
	Iteration 56Q: 3 clusters Score -5707932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5707932.500000 Penalty: 5146.211914
	Iteration 57Q: 3 clusters Score -5707932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5707937.000000 Penalty: 5146.211914
	Iteration 58Q: 3 clusters Score -5707937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5707951.000000 Penalty: 5146.211914
	Iteration 59Q: 3 clusters Score -5707951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5707945.000000 Penalty: 5146.211914
	Iteration 60F: 3 clusters Score -5707945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5707944.000000 Penalty: 5146.211914
	Iteration 61Q: 3 clusters Score -5707944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5707940.500000 Penalty: 5146.211914
	Iteration 62Q: 3 clusters Score -5707940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5707940.500000 Penalty: 5146.211914
	Iteration 63F: 3 clusters Score -5707940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -379665.437500 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -379665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -376846.093750 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -376846.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -377726.468750 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -377726.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -378364.218750 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -378364.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -378830.562500 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -378830.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -379131.875000 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -379131.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -379340.031250 Penalty: 3846.647949
	Iteration 5F: 3 clusters Score -379340 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -379463.281250 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -379463.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -379521.656250 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -379521.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -379570.218750 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -379570.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -379606.843750 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -379606.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -379630.281250 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -379630.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -379640.843750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -379640.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -379648.593750 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -379648.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -379666.531250 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -379666.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379682.750000 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -379682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -379689.625000 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -379689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -379698.906250 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -379698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -379713.062500 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -379713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379720.468750 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -379720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -379725.281250 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -379725.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -379727.062500 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -379727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 15189 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40271 members 
Mstep: Class 7 contains 24137 members 
Mstep: Class 8 contains 39682 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 26512 members 
Mstep: Class 11 contains 35236 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46850 members 
Mstep: Class 17 contains 51189 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 45083 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 32062 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51479 members 
Mstep: Class 27 contains 48310 members 
Mstep: Class 28 contains 34443 members 
Mstep: Class 29 contains 41846 members 
Mstep: Class 30 contains 12146 members 
Mstep: Class 31 contains 43094 members 
Mstep: Class 32 contains 12249 members 
Mstep: Class 33 contains 45609 members 
Mstep: Class 34 contains 20849 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42184 members 
Mstep: Class 37 contains 68986 members 
Mstep: Class 38 contains 45183 members 
Mstep: Class 39 contains 44645 members 
Mstep: Class 40 contains 1539 members 
Entering Unmasked Estep 
Score: -196417520.000000 Penalty: 138191.531250
Splitting cluster 24 changes total score from -196418784.000000 to -196417520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -209656.593750 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -209656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -207655.656250 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -207655.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -208487.625000 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -208487.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -208972.312500 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -208972.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -209231.750000 Penalty: 3536.925781
	Iteration 3F: 3 clusters Score -209231.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -209358.375000 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -209358.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -209479.406250 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -209479.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -209566.203125 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -209566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -209599.171875 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -209599.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -209625.171875 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -209625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -209674.828125 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -209674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -209682.718750 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -209682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -209682.750000 Penalty: 3536.925781
	Iteration 11F: 3 clusters Score -209682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -209702.359375 Penalty: 3536.925781
	Iteration 12Q: 3 clusters Score -209702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -209714.875000 Penalty: 3536.925781
	Iteration 13Q: 3 clusters Score -209714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -209717.062500 Penalty: 3536.925781
	Iteration 14Q: 3 clusters Score -209717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -209717.062500 Penalty: 3536.925781
	Iteration 15F: 3 clusters Score -209717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 15189 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40271 members 
Mstep: Class 7 contains 24137 members 
Mstep: Class 8 contains 39682 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 26512 members 
Mstep: Class 11 contains 35236 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46850 members 
Mstep: Class 17 contains 51189 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 45083 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 32062 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 51479 members 
Mstep: Class 27 contains 48310 members 
Mstep: Class 28 contains 34443 members 
Mstep: Class 29 contains 41846 members 
Mstep: Class 30 contains 12146 members 
Mstep: Class 31 contains 43094 members 
Mstep: Class 32 contains 12249 members 
Mstep: Class 33 contains 45609 members 
Mstep: Class 34 contains 20849 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42184 members 
Mstep: Class 37 contains 68986 members 
Mstep: Class 38 contains 45183 members 
Mstep: Class 39 contains 44645 members 
Mstep: Class 40 contains 225 members 
Entering Unmasked Estep 
Score: -196417344.000000 Penalty: 138191.531250
Splitting cluster 25 changes total score from -196418784.000000 to -196417344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (51479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Entering Unmasked Estep 
Score: -9222876.000000 Penalty: 2690.534424
	Iteration 0F: 2 clusters Score -9222876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -9191718.000000 Penalty: 5381.068848
	Iteration 0F: 3 clusters Score -9191718 nChanged 23940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -9204954.000000 Penalty: 5381.068848
	Iteration 1F: 3 clusters Score -9204954 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -9205418.000000 Penalty: 5381.068848
	Iteration 2Q: 3 clusters Score -9205418 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -9205916.000000 Penalty: 5381.068848
	Iteration 3Q: 3 clusters Score -9205916 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -9206567.000000 Penalty: 5381.068848
	Iteration 4Q: 3 clusters Score -9206567 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -9207304.000000 Penalty: 5381.068848
	Iteration 5Q: 3 clusters Score -9207304 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -9208657.000000 Penalty: 5381.068848
	Iteration 6F: 3 clusters Score -9208657 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -9210839.000000 Penalty: 5381.068848
	Iteration 7F: 3 clusters Score -9210839 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -9213950.000000 Penalty: 5381.068848
	Iteration 8F: 3 clusters Score -9213950 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -9217037.000000 Penalty: 5381.068848
	Iteration 9F: 3 clusters Score -9217037 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9218991.000000 Penalty: 5381.068848
	Iteration 10F: 3 clusters Score -9218991 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9219874.000000 Penalty: 5381.068848
	Iteration 11Q: 3 clusters Score -9219874 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9220239.000000 Penalty: 5381.068848
	Iteration 12Q: 3 clusters Score -9220239 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9220376.000000 Penalty: 5381.068848
	Iteration 13Q: 3 clusters Score -9220376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9220455.000000 Penalty: 5381.068848
	Iteration 14Q: 3 clusters Score -9220455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9220503.000000 Penalty: 5381.068848
	Iteration 15Q: 3 clusters Score -9220503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9220531.000000 Penalty: 5381.068848
	Iteration 16Q: 3 clusters Score -9220531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9220550.000000 Penalty: 5381.068848
	Iteration 17Q: 3 clusters Score -9220550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9220557.000000 Penalty: 5381.068848
	Iteration 18Q: 3 clusters Score -9220557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9220564.000000 Penalty: 5381.068848
	Iteration 19Q: 3 clusters Score -9220564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9220563.000000 Penalty: 5381.068848
	Iteration 20F: 3 clusters Score -9220563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9220570.000000 Penalty: 5381.068848
	Iteration 21Q: 3 clusters Score -9220570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9220570.000000 Penalty: 5381.068848
	Iteration 22F: 3 clusters Score -9220570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Entering Unmasked Estep 
Score: -8645019.000000 Penalty: 2674.777588
	Iteration 0F: 2 clusters Score -8645019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -8613562.000000 Penalty: 5349.555176
	Iteration 0F: 3 clusters Score -8613562 nChanged 22432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -8626059.000000 Penalty: 5349.555176
	Iteration 1F: 3 clusters Score -8626059 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8626612.000000 Penalty: 5349.555176
	Iteration 2Q: 3 clusters Score -8626612 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8627112.000000 Penalty: 5349.555176
	Iteration 3Q: 3 clusters Score -8627112 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -8627640.000000 Penalty: 5349.555176
	Iteration 4Q: 3 clusters Score -8627640 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8628331.000000 Penalty: 5349.555176
	Iteration 5Q: 3 clusters Score -8628331 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -8629082.000000 Penalty: 5349.555176
	Iteration 6Q: 3 clusters Score -8629082 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -8630090.000000 Penalty: 5349.555176
	Iteration 7Q: 3 clusters Score -8630090 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -8631404.000000 Penalty: 5349.555176
	Iteration 8Q: 3 clusters Score -8631404 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -8633209.000000 Penalty: 5349.555176
	Iteration 9F: 3 clusters Score -8633209 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -8635430.000000 Penalty: 5349.555176
	Iteration 10F: 3 clusters Score -8635430 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -8637605.000000 Penalty: 5349.555176
	Iteration 11F: 3 clusters Score -8637605 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -8638950.000000 Penalty: 5349.555176
	Iteration 12Q: 3 clusters Score -8638950 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -8639589.000000 Penalty: 5349.555176
	Iteration 13Q: 3 clusters Score -8639589 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -8639964.000000 Penalty: 5349.555176
	Iteration 14Q: 3 clusters Score -8639964 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -8640191.000000 Penalty: 5349.555176
	Iteration 15Q: 3 clusters Score -8640191 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -8640408.000000 Penalty: 5349.555176
	Iteration 16Q: 3 clusters Score -8640408 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -8640589.000000 Penalty: 5349.555176
	Iteration 17Q: 3 clusters Score -8640589 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -8640781.000000 Penalty: 5349.555176
	Iteration 18Q: 3 clusters Score -8640781 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -8640968.000000 Penalty: 5349.555176
	Iteration 19Q: 3 clusters Score -8640968 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -8641143.000000 Penalty: 5349.555176
	Iteration 20F: 3 clusters Score -8641143 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -8641330.000000 Penalty: 5349.555176
	Iteration 21Q: 3 clusters Score -8641330 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -8641461.000000 Penalty: 5349.555176
	Iteration 22Q: 3 clusters Score -8641461 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8641660.000000 Penalty: 5349.555176
	Iteration 23Q: 3 clusters Score -8641660 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -8641800.000000 Penalty: 5349.555176
	Iteration 24Q: 3 clusters Score -8641800 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -8641951.000000 Penalty: 5349.555176
	Iteration 25Q: 3 clusters Score -8641951 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -8642110.000000 Penalty: 5349.555176
	Iteration 26Q: 3 clusters Score -8642110 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -8642265.000000 Penalty: 5349.555176
	Iteration 27Q: 3 clusters Score -8642265 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -8642385.000000 Penalty: 5349.555176
	Iteration 28Q: 3 clusters Score -8642385 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -8642502.000000 Penalty: 5349.555176
	Iteration 29Q: 3 clusters Score -8642502 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -8642653.000000 Penalty: 5349.555176
	Iteration 30Q: 3 clusters Score -8642653 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -8642753.000000 Penalty: 5349.555176
	Iteration 31Q: 3 clusters Score -8642753 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -8642876.000000 Penalty: 5349.555176
	Iteration 32Q: 3 clusters Score -8642876 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -8642972.000000 Penalty: 5349.555176
	Iteration 33Q: 3 clusters Score -8642972 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -8643066.000000 Penalty: 5349.555176
	Iteration 34Q: 3 clusters Score -8643066 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -8643144.000000 Penalty: 5349.555176
	Iteration 35Q: 3 clusters Score -8643144 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -8643145.000000 Penalty: 5349.555176
	Iteration 36Q: 3 clusters Score -8643145 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -8643201.000000 Penalty: 5349.555176
	Iteration 37Q: 3 clusters Score -8643201 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8643224.000000 Penalty: 5349.555176
	Iteration 38Q: 3 clusters Score -8643224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -8643246.000000 Penalty: 5349.555176
	Iteration 39Q: 3 clusters Score -8643246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8643258.000000 Penalty: 5349.555176
	Iteration 40F: 3 clusters Score -8643258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -8643290.000000 Penalty: 5349.555176
	Iteration 41Q: 3 clusters Score -8643290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8643317.000000 Penalty: 5349.555176
	Iteration 42Q: 3 clusters Score -8643317 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8643328.000000 Penalty: 5349.555176
	Iteration 43Q: 3 clusters Score -8643328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8643358.000000 Penalty: 5349.555176
	Iteration 44Q: 3 clusters Score -8643358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -8643349.000000 Penalty: 5349.555176
	Iteration 45Q: 3 clusters Score -8643349 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -8643362.000000 Penalty: 5349.555176
	Iteration 46Q: 3 clusters Score -8643362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8643363.000000 Penalty: 5349.555176
	Iteration 47Q: 3 clusters Score -8643363 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -8643413.000000 Penalty: 5349.555176
	Iteration 48Q: 3 clusters Score -8643413 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8643423.000000 Penalty: 5349.555176
	Iteration 49Q: 3 clusters Score -8643423 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8643444.000000 Penalty: 5349.555176
	Iteration 50Q: 3 clusters Score -8643444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8643448.000000 Penalty: 5349.555176
	Iteration 51Q: 3 clusters Score -8643448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -8643453.000000 Penalty: 5349.555176
	Iteration 52Q: 3 clusters Score -8643453 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8643458.000000 Penalty: 5349.555176
	Iteration 53Q: 3 clusters Score -8643458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8643479.000000 Penalty: 5349.555176
	Iteration 54Q: 3 clusters Score -8643479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8643479.000000 Penalty: 5349.555176
	Iteration 55Q: 3 clusters Score -8643479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8643499.000000 Penalty: 5349.555176
	Iteration 56Q: 3 clusters Score -8643499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8643497.000000 Penalty: 5349.555176
	Iteration 57Q: 3 clusters Score -8643497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8643503.000000 Penalty: 5349.555176
	Iteration 58Q: 3 clusters Score -8643503 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8643497.000000 Penalty: 5349.555176
	Iteration 59Q: 3 clusters Score -8643497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8643515.000000 Penalty: 5349.555176
	Iteration 60F: 3 clusters Score -8643515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8643531.000000 Penalty: 5349.555176
	Iteration 61Q: 3 clusters Score -8643531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8643545.000000 Penalty: 5349.555176
	Iteration 62Q: 3 clusters Score -8643545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8643527.000000 Penalty: 5349.555176
	Iteration 63Q: 3 clusters Score -8643527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8643538.000000 Penalty: 5349.555176
	Iteration 64Q: 3 clusters Score -8643538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8643560.000000 Penalty: 5349.555176
	Iteration 65Q: 3 clusters Score -8643560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8643570.000000 Penalty: 5349.555176
	Iteration 66Q: 3 clusters Score -8643570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -8643566.000000 Penalty: 5349.555176
	Iteration 67Q: 3 clusters Score -8643566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8643566.000000 Penalty: 5349.555176
	Iteration 68Q: 3 clusters Score -8643566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8643573.000000 Penalty: 5349.555176
	Iteration 69Q: 3 clusters Score -8643573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8643580.000000 Penalty: 5349.555176
	Iteration 70Q: 3 clusters Score -8643580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8643580.000000 Penalty: 5349.555176
	Iteration 71Q: 3 clusters Score -8643580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8643564.000000 Penalty: 5349.555176
	Iteration 72Q: 3 clusters Score -8643564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8643561.000000 Penalty: 5349.555176
	Iteration 73Q: 3 clusters Score -8643561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8643565.000000 Penalty: 5349.555176
	Iteration 74Q: 3 clusters Score -8643565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8643561.000000 Penalty: 5349.555176
	Iteration 75Q: 3 clusters Score -8643561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8643573.000000 Penalty: 5349.555176
	Iteration 76Q: 3 clusters Score -8643573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8643576.000000 Penalty: 5349.555176
	Iteration 77Q: 3 clusters Score -8643576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8643567.000000 Penalty: 5349.555176
	Iteration 78Q: 3 clusters Score -8643567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8643566.000000 Penalty: 5349.555176
	Iteration 79Q: 3 clusters Score -8643566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8643559.000000 Penalty: 5349.555176
	Iteration 80F: 3 clusters Score -8643559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8643551.000000 Penalty: 5349.555176
	Iteration 81Q: 3 clusters Score -8643551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8643557.000000 Penalty: 5349.555176
	Iteration 82Q: 3 clusters Score -8643557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8643571.000000 Penalty: 5349.555176
	Iteration 83Q: 3 clusters Score -8643571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8643574.000000 Penalty: 5349.555176
	Iteration 84Q: 3 clusters Score -8643574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8643587.000000 Penalty: 5349.555176
	Iteration 85Q: 3 clusters Score -8643587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8643573.000000 Penalty: 5349.555176
	Iteration 86Q: 3 clusters Score -8643573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8643577.000000 Penalty: 5349.555176
	Iteration 87Q: 3 clusters Score -8643577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8643582.000000 Penalty: 5349.555176
	Iteration 88Q: 3 clusters Score -8643582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8643577.000000 Penalty: 5349.555176
	Iteration 89Q: 3 clusters Score -8643577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8643588.000000 Penalty: 5349.555176
	Iteration 90Q: 3 clusters Score -8643588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8643582.000000 Penalty: 5349.555176
	Iteration 91Q: 3 clusters Score -8643582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8643587.000000 Penalty: 5349.555176
	Iteration 92Q: 3 clusters Score -8643587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8643584.000000 Penalty: 5349.555176
	Iteration 93Q: 3 clusters Score -8643584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8643584.000000 Penalty: 5349.555176
	Iteration 94Q: 3 clusters Score -8643584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8643589.000000 Penalty: 5349.555176
	Iteration 95Q: 3 clusters Score -8643589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8643585.000000 Penalty: 5349.555176
	Iteration 96Q: 3 clusters Score -8643585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8643579.000000 Penalty: 5349.555176
	Iteration 97Q: 3 clusters Score -8643579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8643583.000000 Penalty: 5349.555176
	Iteration 98Q: 3 clusters Score -8643583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8643582.000000 Penalty: 5349.555176
	Iteration 99Q: 3 clusters Score -8643582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8643589.000000 Penalty: 5349.555176
	Iteration 100F: 3 clusters Score -8643589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8643596.000000 Penalty: 5349.555176
	Iteration 101Q: 3 clusters Score -8643596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8643575.000000 Penalty: 5349.555176
	Iteration 102Q: 3 clusters Score -8643575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8643593.000000 Penalty: 5349.555176
	Iteration 103Q: 3 clusters Score -8643593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8643589.000000 Penalty: 5349.555176
	Iteration 104Q: 3 clusters Score -8643589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8643580.000000 Penalty: 5349.555176
	Iteration 105Q: 3 clusters Score -8643580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8643570.000000 Penalty: 5349.555176
	Iteration 106Q: 3 clusters Score -8643570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8643588.000000 Penalty: 5349.555176
	Iteration 107Q: 3 clusters Score -8643588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8643592.000000 Penalty: 5349.555176
	Iteration 108Q: 3 clusters Score -8643592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8643586.000000 Penalty: 5349.555176
	Iteration 109Q: 3 clusters Score -8643586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8643581.000000 Penalty: 5349.555176
	Iteration 110Q: 3 clusters Score -8643581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8643583.000000 Penalty: 5349.555176
	Iteration 111Q: 3 clusters Score -8643583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8643583.000000 Penalty: 5349.555176
	Iteration 112Q: 3 clusters Score -8643583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8643577.000000 Penalty: 5349.555176
	Iteration 113Q: 3 clusters Score -8643577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8643582.000000 Penalty: 5349.555176
	Iteration 114Q: 3 clusters Score -8643582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8643580.000000 Penalty: 5349.555176
	Iteration 115Q: 3 clusters Score -8643580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8643580.000000 Penalty: 5349.555176
	Iteration 116Q: 3 clusters Score -8643580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8643585.000000 Penalty: 5349.555176
	Iteration 117Q: 3 clusters Score -8643585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8643583.000000 Penalty: 5349.555176
	Iteration 118Q: 3 clusters Score -8643583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8643587.000000 Penalty: 5349.555176
	Iteration 119Q: 3 clusters Score -8643587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8643588.000000 Penalty: 5349.555176
	Iteration 120F: 3 clusters Score -8643588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8643577.000000 Penalty: 5349.555176
	Iteration 121Q: 3 clusters Score -8643577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8643577.000000 Penalty: 5349.555176
	Iteration 122F: 3 clusters Score -8643577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Entering Unmasked Estep 
Score: -6234536.500000 Penalty: 2590.871338
	Iteration 0F: 2 clusters Score -6234536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -6211039.000000 Penalty: 5181.742676
	Iteration 0F: 3 clusters Score -6211039 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -6219680.500000 Penalty: 5181.742676
	Iteration 1F: 3 clusters Score -6219680 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -6220063.000000 Penalty: 5181.742676
	Iteration 2Q: 3 clusters Score -6220063 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -6220424.000000 Penalty: 5181.742676
	Iteration 3Q: 3 clusters Score -6220424 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -6220814.500000 Penalty: 5181.742676
	Iteration 4Q: 3 clusters Score -6220814 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -6221228.000000 Penalty: 5181.742676
	Iteration 5Q: 3 clusters Score -6221228 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -6221720.500000 Penalty: 5181.742676
	Iteration 6Q: 3 clusters Score -6221720 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -6222606.500000 Penalty: 5181.742676
	Iteration 7Q: 3 clusters Score -6222606 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6223996.000000 Penalty: 5181.742676
	Iteration 8F: 3 clusters Score -6223996 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -6225702.500000 Penalty: 5181.742676
	Iteration 9F: 3 clusters Score -6225702 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -6227663.000000 Penalty: 5181.742676
	Iteration 10F: 3 clusters Score -6227663 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6229341.500000 Penalty: 5181.742676
	Iteration 11F: 3 clusters Score -6229342 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6230524.000000 Penalty: 5181.742676
	Iteration 12Q: 3 clusters Score -6230524 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -6231196.000000 Penalty: 5181.742676
	Iteration 13Q: 3 clusters Score -6231196 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -6231619.500000 Penalty: 5181.742676
	Iteration 14Q: 3 clusters Score -6231620 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -6231844.500000 Penalty: 5181.742676
	Iteration 15Q: 3 clusters Score -6231844 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -6231992.500000 Penalty: 5181.742676
	Iteration 16Q: 3 clusters Score -6231992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6232061.500000 Penalty: 5181.742676
	Iteration 17Q: 3 clusters Score -6232062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -6232093.500000 Penalty: 5181.742676
	Iteration 18Q: 3 clusters Score -6232094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -6232136.000000 Penalty: 5181.742676
	Iteration 19Q: 3 clusters Score -6232136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -6232155.500000 Penalty: 5181.742676
	Iteration 20F: 3 clusters Score -6232156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -6232178.000000 Penalty: 5181.742676
	Iteration 21Q: 3 clusters Score -6232178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6232205.000000 Penalty: 5181.742676
	Iteration 22Q: 3 clusters Score -6232205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -6232221.000000 Penalty: 5181.742676
	Iteration 23Q: 3 clusters Score -6232221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -6232238.500000 Penalty: 5181.742676
	Iteration 24Q: 3 clusters Score -6232238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -6232249.500000 Penalty: 5181.742676
	Iteration 25Q: 3 clusters Score -6232250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -6232265.500000 Penalty: 5181.742676
	Iteration 26Q: 3 clusters Score -6232266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -6232279.500000 Penalty: 5181.742676
	Iteration 27Q: 3 clusters Score -6232280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -6232288.000000 Penalty: 5181.742676
	Iteration 28Q: 3 clusters Score -6232288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -6232300.000000 Penalty: 5181.742676
	Iteration 29Q: 3 clusters Score -6232300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -6232309.500000 Penalty: 5181.742676
	Iteration 30Q: 3 clusters Score -6232310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6232313.500000 Penalty: 5181.742676
	Iteration 31Q: 3 clusters Score -6232314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6232318.000000 Penalty: 5181.742676
	Iteration 32Q: 3 clusters Score -6232318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -6232319.500000 Penalty: 5181.742676
	Iteration 33Q: 3 clusters Score -6232320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -6232319.500000 Penalty: 5181.742676
	Iteration 34F: 3 clusters Score -6232320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Entering Unmasked Estep 
Score: -7421678.000000 Penalty: 2639.154297
	Iteration 0F: 2 clusters Score -7421678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -7393607.000000 Penalty: 5278.308594
	Iteration 0F: 3 clusters Score -7393607 nChanged 19190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -7403999.500000 Penalty: 5278.308594
	Iteration 1F: 3 clusters Score -7404000 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7404461.000000 Penalty: 5278.308594
	Iteration 2Q: 3 clusters Score -7404461 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -7404969.000000 Penalty: 5278.308594
	Iteration 3Q: 3 clusters Score -7404969 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -7405618.500000 Penalty: 5278.308594
	Iteration 4Q: 3 clusters Score -7405618 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -7406690.000000 Penalty: 5278.308594
	Iteration 5F: 3 clusters Score -7406690 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -7408411.000000 Penalty: 5278.308594
	Iteration 6F: 3 clusters Score -7408411 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -7411138.500000 Penalty: 5278.308594
	Iteration 7F: 3 clusters Score -7411138 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -7414413.500000 Penalty: 5278.308594
	Iteration 8F: 3 clusters Score -7414414 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7417293.000000 Penalty: 5278.308594
	Iteration 9F: 3 clusters Score -7417293 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -7418977.500000 Penalty: 5278.308594
	Iteration 10Q: 3 clusters Score -7418978 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -7419646.000000 Penalty: 5278.308594
	Iteration 11Q: 3 clusters Score -7419646 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -7419895.500000 Penalty: 5278.308594
	Iteration 12Q: 3 clusters Score -7419896 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7420011.000000 Penalty: 5278.308594
	Iteration 13Q: 3 clusters Score -7420011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7420062.000000 Penalty: 5278.308594
	Iteration 14Q: 3 clusters Score -7420062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7420102.500000 Penalty: 5278.308594
	Iteration 15Q: 3 clusters Score -7420102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7420137.500000 Penalty: 5278.308594
	Iteration 16Q: 3 clusters Score -7420138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -7420142.000000 Penalty: 5278.308594
	Iteration 17Q: 3 clusters Score -7420142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -7420152.000000 Penalty: 5278.308594
	Iteration 18Q: 3 clusters Score -7420152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -7420149.000000 Penalty: 5278.308594
	Iteration 19Q: 3 clusters Score -7420149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -7420148.500000 Penalty: 5278.308594
	Iteration 20F: 3 clusters Score -7420148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -7420153.000000 Penalty: 5278.308594
	Iteration 21Q: 3 clusters Score -7420153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -7420153.500000 Penalty: 5278.308594
	Iteration 22Q: 3 clusters Score -7420154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -7420157.500000 Penalty: 5278.308594
	Iteration 23Q: 3 clusters Score -7420158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -7420157.500000 Penalty: 5278.308594
	Iteration 24Q: 3 clusters Score -7420158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -7420157.500000 Penalty: 5278.308594
	Iteration 25F: 3 clusters Score -7420158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Entering Unmasked Estep 
Score: -2152273.000000 Penalty: 2332.379395
	Iteration 0F: 2 clusters Score -2152273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2143292.750000 Penalty: 4664.758789
	Iteration 0F: 3 clusters Score -2143293 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2146098.750000 Penalty: 4664.758789
	Iteration 1F: 3 clusters Score -2146099 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2146535.000000 Penalty: 4664.758789
	Iteration 2F: 3 clusters Score -2146535 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2146904.750000 Penalty: 4664.758789
	Iteration 3F: 3 clusters Score -2146905 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2147209.750000 Penalty: 4664.758789
	Iteration 4F: 3 clusters Score -2147210 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2147506.000000 Penalty: 4664.758789
	Iteration 5Q: 3 clusters Score -2147506 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2147809.500000 Penalty: 4664.758789
	Iteration 6Q: 3 clusters Score -2147810 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2148156.000000 Penalty: 4664.758789
	Iteration 7Q: 3 clusters Score -2148156 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2148554.000000 Penalty: 4664.758789
	Iteration 8Q: 3 clusters Score -2148554 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2148982.250000 Penalty: 4664.758789
	Iteration 9Q: 3 clusters Score -2148982 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2149381.500000 Penalty: 4664.758789
	Iteration 10Q: 3 clusters Score -2149382 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2149717.500000 Penalty: 4664.758789
	Iteration 11Q: 3 clusters Score -2149718 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2149971.250000 Penalty: 4664.758789
	Iteration 12Q: 3 clusters Score -2149971 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2150154.000000 Penalty: 4664.758789
	Iteration 13Q: 3 clusters Score -2150154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2150275.750000 Penalty: 4664.758789
	Iteration 14Q: 3 clusters Score -2150276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2150370.750000 Penalty: 4664.758789
	Iteration 15Q: 3 clusters Score -2150371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2150441.750000 Penalty: 4664.758789
	Iteration 16Q: 3 clusters Score -2150442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2150494.750000 Penalty: 4664.758789
	Iteration 17Q: 3 clusters Score -2150495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2150523.750000 Penalty: 4664.758789
	Iteration 18Q: 3 clusters Score -2150524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2150544.750000 Penalty: 4664.758789
	Iteration 19Q: 3 clusters Score -2150545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2150556.750000 Penalty: 4664.758789
	Iteration 20F: 3 clusters Score -2150557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2150574.000000 Penalty: 4664.758789
	Iteration 21Q: 3 clusters Score -2150574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2150580.500000 Penalty: 4664.758789
	Iteration 22Q: 3 clusters Score -2150580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2150590.000000 Penalty: 4664.758789
	Iteration 23Q: 3 clusters Score -2150590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2150594.500000 Penalty: 4664.758789
	Iteration 24Q: 3 clusters Score -2150594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2150596.750000 Penalty: 4664.758789
	Iteration 25Q: 3 clusters Score -2150597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2150598.000000 Penalty: 4664.758789
	Iteration 26Q: 3 clusters Score -2150598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2150605.500000 Penalty: 4664.758789
	Iteration 27Q: 3 clusters Score -2150606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2150610.000000 Penalty: 4664.758789
	Iteration 28Q: 3 clusters Score -2150610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2150610.500000 Penalty: 4664.758789
	Iteration 29Q: 3 clusters Score -2150610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2150608.750000 Penalty: 4664.758789
	Iteration 30Q: 3 clusters Score -2150609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2150614.000000 Penalty: 4664.758789
	Iteration 31Q: 3 clusters Score -2150614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2150615.750000 Penalty: 4664.758789
	Iteration 32Q: 3 clusters Score -2150616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2150616.500000 Penalty: 4664.758789
	Iteration 33Q: 3 clusters Score -2150616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2150619.500000 Penalty: 4664.758789
	Iteration 34Q: 3 clusters Score -2150620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2150621.500000 Penalty: 4664.758789
	Iteration 35Q: 3 clusters Score -2150622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2150622.000000 Penalty: 4664.758789
	Iteration 36Q: 3 clusters Score -2150622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2150622.500000 Penalty: 4664.758789
	Iteration 37Q: 3 clusters Score -2150622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2150624.750000 Penalty: 4664.758789
	Iteration 38Q: 3 clusters Score -2150625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2150627.750000 Penalty: 4664.758789
	Iteration 39Q: 3 clusters Score -2150628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2150631.250000 Penalty: 4664.758789
	Iteration 40F: 3 clusters Score -2150631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2150632.750000 Penalty: 4664.758789
	Iteration 41Q: 3 clusters Score -2150633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2150633.500000 Penalty: 4664.758789
	Iteration 42Q: 3 clusters Score -2150634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2150633.500000 Penalty: 4664.758789
	Iteration 43F: 3 clusters Score -2150634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Entering Unmasked Estep 
Score: -7803049.500000 Penalty: 2646.442383
	Iteration 0F: 2 clusters Score -7803050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -7774797.500000 Penalty: 5292.884766
	Iteration 0F: 3 clusters Score -7774798 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -7785525.000000 Penalty: 5292.884766
	Iteration 1F: 3 clusters Score -7785525 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -7786123.500000 Penalty: 5292.884766
	Iteration 2Q: 3 clusters Score -7786124 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -7786848.500000 Penalty: 5292.884766
	Iteration 3Q: 3 clusters Score -7786848 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -7787924.000000 Penalty: 5292.884766
	Iteration 4F: 3 clusters Score -7787924 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -7789619.500000 Penalty: 5292.884766
	Iteration 5F: 3 clusters Score -7789620 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -7792156.500000 Penalty: 5292.884766
	Iteration 6F: 3 clusters Score -7792156 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7795356.500000 Penalty: 5292.884766
	Iteration 7F: 3 clusters Score -7795356 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -7798173.000000 Penalty: 5292.884766
	Iteration 8F: 3 clusters Score -7798173 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -7799672.000000 Penalty: 5292.884766
	Iteration 9Q: 3 clusters Score -7799672 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7800293.500000 Penalty: 5292.884766
	Iteration 10Q: 3 clusters Score -7800294 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -7800515.500000 Penalty: 5292.884766
	Iteration 11Q: 3 clusters Score -7800516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -7800632.500000 Penalty: 5292.884766
	Iteration 12Q: 3 clusters Score -7800632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -7800661.000000 Penalty: 5292.884766
	Iteration 13Q: 3 clusters Score -7800661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -7800699.000000 Penalty: 5292.884766
	Iteration 14Q: 3 clusters Score -7800699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -7800706.000000 Penalty: 5292.884766
	Iteration 15Q: 3 clusters Score -7800706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -7800712.000000 Penalty: 5292.884766
	Iteration 16Q: 3 clusters Score -7800712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -7800717.500000 Penalty: 5292.884766
	Iteration 17Q: 3 clusters Score -7800718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -7800714.500000 Penalty: 5292.884766
	Iteration 18Q: 3 clusters Score -7800714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -7800714.500000 Penalty: 5292.884766
	Iteration 19F: 3 clusters Score -7800714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Entering Unmasked Estep 
Score: -2161269.000000 Penalty: 2334.473389
	Iteration 0F: 2 clusters Score -2161269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2152179.500000 Penalty: 4668.946777
	Iteration 0F: 3 clusters Score -2152180 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2155162.500000 Penalty: 4668.946777
	Iteration 1F: 3 clusters Score -2155162 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2155735.000000 Penalty: 4668.946777
	Iteration 2F: 3 clusters Score -2155735 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2156273.250000 Penalty: 4668.946777
	Iteration 3F: 3 clusters Score -2156273 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2156826.750000 Penalty: 4668.946777
	Iteration 4F: 3 clusters Score -2156827 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2157360.500000 Penalty: 4668.946777
	Iteration 5F: 3 clusters Score -2157360 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2157870.000000 Penalty: 4668.946777
	Iteration 6F: 3 clusters Score -2157870 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2158387.000000 Penalty: 4668.946777
	Iteration 7F: 3 clusters Score -2158387 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2158851.500000 Penalty: 4668.946777
	Iteration 8Q: 3 clusters Score -2158852 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2159241.000000 Penalty: 4668.946777
	Iteration 9Q: 3 clusters Score -2159241 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2159519.000000 Penalty: 4668.946777
	Iteration 10Q: 3 clusters Score -2159519 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2159719.250000 Penalty: 4668.946777
	Iteration 11Q: 3 clusters Score -2159719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2159844.000000 Penalty: 4668.946777
	Iteration 12Q: 3 clusters Score -2159844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2159941.000000 Penalty: 4668.946777
	Iteration 13Q: 3 clusters Score -2159941 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2160007.250000 Penalty: 4668.946777
	Iteration 14Q: 3 clusters Score -2160007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2160046.000000 Penalty: 4668.946777
	Iteration 15Q: 3 clusters Score -2160046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2160077.500000 Penalty: 4668.946777
	Iteration 16Q: 3 clusters Score -2160078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2160109.500000 Penalty: 4668.946777
	Iteration 17Q: 3 clusters Score -2160110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2160136.750000 Penalty: 4668.946777
	Iteration 18Q: 3 clusters Score -2160137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2160149.250000 Penalty: 4668.946777
	Iteration 19Q: 3 clusters Score -2160149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2160159.500000 Penalty: 4668.946777
	Iteration 20F: 3 clusters Score -2160160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2160166.750000 Penalty: 4668.946777
	Iteration 21Q: 3 clusters Score -2160167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2160168.250000 Penalty: 4668.946777
	Iteration 22Q: 3 clusters Score -2160168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2160169.750000 Penalty: 4668.946777
	Iteration 23Q: 3 clusters Score -2160170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2160174.750000 Penalty: 4668.946777
	Iteration 24Q: 3 clusters Score -2160175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2160173.500000 Penalty: 4668.946777
	Iteration 25Q: 3 clusters Score -2160174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2160172.500000 Penalty: 4668.946777
	Iteration 26Q: 3 clusters Score -2160172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2160172.500000 Penalty: 4668.946777
	Iteration 27F: 3 clusters Score -2160172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Entering Unmasked Estep 
Score: -8125943.000000 Penalty: 2660.509277
	Iteration 0F: 2 clusters Score -8125943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -8096386.000000 Penalty: 5321.018555
	Iteration 0F: 3 clusters Score -8096386 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -8108174.500000 Penalty: 5321.018555
	Iteration 1F: 3 clusters Score -8108174 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -8108909.500000 Penalty: 5321.018555
	Iteration 2Q: 3 clusters Score -8108910 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -8109675.500000 Penalty: 5321.018555
	Iteration 3Q: 3 clusters Score -8109676 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -8110514.500000 Penalty: 5321.018555
	Iteration 4Q: 3 clusters Score -8110514 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -8111680.000000 Penalty: 5321.018555
	Iteration 5Q: 3 clusters Score -8111680 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -8113214.500000 Penalty: 5321.018555
	Iteration 6F: 3 clusters Score -8113214 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8115196.000000 Penalty: 5321.018555
	Iteration 7F: 3 clusters Score -8115196 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -8117333.500000 Penalty: 5321.018555
	Iteration 8F: 3 clusters Score -8117334 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -8119233.000000 Penalty: 5321.018555
	Iteration 9F: 3 clusters Score -8119233 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -8120790.000000 Penalty: 5321.018555
	Iteration 10Q: 3 clusters Score -8120790 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8121803.000000 Penalty: 5321.018555
	Iteration 11Q: 3 clusters Score -8121803 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8122444.000000 Penalty: 5321.018555
	Iteration 12Q: 3 clusters Score -8122444 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -8122928.500000 Penalty: 5321.018555
	Iteration 13Q: 3 clusters Score -8122928 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8123271.500000 Penalty: 5321.018555
	Iteration 14Q: 3 clusters Score -8123272 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -8123480.000000 Penalty: 5321.018555
	Iteration 15Q: 3 clusters Score -8123480 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -8123645.500000 Penalty: 5321.018555
	Iteration 16Q: 3 clusters Score -8123646 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8123736.500000 Penalty: 5321.018555
	Iteration 17Q: 3 clusters Score -8123736 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -8123817.500000 Penalty: 5321.018555
	Iteration 18Q: 3 clusters Score -8123818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -8123897.500000 Penalty: 5321.018555
	Iteration 19Q: 3 clusters Score -8123898 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -8123963.500000 Penalty: 5321.018555
	Iteration 20F: 3 clusters Score -8123964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8123986.000000 Penalty: 5321.018555
	Iteration 21Q: 3 clusters Score -8123986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8124017.500000 Penalty: 5321.018555
	Iteration 22Q: 3 clusters Score -8124018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -8124031.500000 Penalty: 5321.018555
	Iteration 23Q: 3 clusters Score -8124032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -8124028.000000 Penalty: 5321.018555
	Iteration 24Q: 3 clusters Score -8124028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8124039.000000 Penalty: 5321.018555
	Iteration 25Q: 3 clusters Score -8124039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -8124049.500000 Penalty: 5321.018555
	Iteration 26Q: 3 clusters Score -8124050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -8124057.500000 Penalty: 5321.018555
	Iteration 27Q: 3 clusters Score -8124058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8124073.000000 Penalty: 5321.018555
	Iteration 28Q: 3 clusters Score -8124073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8124073.500000 Penalty: 5321.018555
	Iteration 29Q: 3 clusters Score -8124074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -8124090.000000 Penalty: 5321.018555
	Iteration 30Q: 3 clusters Score -8124090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8124090.000000 Penalty: 5321.018555
	Iteration 31Q: 3 clusters Score -8124090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8124095.500000 Penalty: 5321.018555
	Iteration 32Q: 3 clusters Score -8124096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8124107.500000 Penalty: 5321.018555
	Iteration 33Q: 3 clusters Score -8124108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -8124098.500000 Penalty: 5321.018555
	Iteration 34Q: 3 clusters Score -8124098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -8124106.500000 Penalty: 5321.018555
	Iteration 35Q: 3 clusters Score -8124106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8124114.000000 Penalty: 5321.018555
	Iteration 36Q: 3 clusters Score -8124114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8124108.500000 Penalty: 5321.018555
	Iteration 37Q: 3 clusters Score -8124108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8124102.500000 Penalty: 5321.018555
	Iteration 38Q: 3 clusters Score -8124102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -8124103.000000 Penalty: 5321.018555
	Iteration 39Q: 3 clusters Score -8124103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8124107.500000 Penalty: 5321.018555
	Iteration 40F: 3 clusters Score -8124108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8124106.500000 Penalty: 5321.018555
	Iteration 41Q: 3 clusters Score -8124106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8124104.000000 Penalty: 5321.018555
	Iteration 42Q: 3 clusters Score -8124104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -8124101.000000 Penalty: 5321.018555
	Iteration 43Q: 3 clusters Score -8124101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8124088.000000 Penalty: 5321.018555
	Iteration 44Q: 3 clusters Score -8124088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8124098.000000 Penalty: 5321.018555
	Iteration 45Q: 3 clusters Score -8124098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8124096.500000 Penalty: 5321.018555
	Iteration 46Q: 3 clusters Score -8124096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -8124083.500000 Penalty: 5321.018555
	Iteration 47Q: 3 clusters Score -8124084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -8124092.000000 Penalty: 5321.018555
	Iteration 48Q: 3 clusters Score -8124092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8124101.000000 Penalty: 5321.018555
	Iteration 49Q: 3 clusters Score -8124101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8124101.500000 Penalty: 5321.018555
	Iteration 50Q: 3 clusters Score -8124102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8124114.500000 Penalty: 5321.018555
	Iteration 51Q: 3 clusters Score -8124114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8124108.500000 Penalty: 5321.018555
	Iteration 52Q: 3 clusters Score -8124108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8124115.000000 Penalty: 5321.018555
	Iteration 53Q: 3 clusters Score -8124115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -8124111.000000 Penalty: 5321.018555
	Iteration 54Q: 3 clusters Score -8124111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8124113.500000 Penalty: 5321.018555
	Iteration 55Q: 3 clusters Score -8124114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8124108.500000 Penalty: 5321.018555
	Iteration 56Q: 3 clusters Score -8124108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8124109.500000 Penalty: 5321.018555
	Iteration 57Q: 3 clusters Score -8124110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8124109.500000 Penalty: 5321.018555
	Iteration 58F: 3 clusters Score -8124110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (20849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Entering Unmasked Estep 
Score: -3669906.000000 Penalty: 2466.375244
	Iteration 0F: 2 clusters Score -3669906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3655436.250000 Penalty: 4932.750488
	Iteration 0F: 3 clusters Score -3655436 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3660356.500000 Penalty: 4932.750488
	Iteration 1F: 3 clusters Score -3660356 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3660802.750000 Penalty: 4932.750488
	Iteration 2F: 3 clusters Score -3660803 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3661170.250000 Penalty: 4932.750488
	Iteration 3Q: 3 clusters Score -3661170 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3661530.750000 Penalty: 4932.750488
	Iteration 4Q: 3 clusters Score -3661531 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3661902.500000 Penalty: 4932.750488
	Iteration 5Q: 3 clusters Score -3661902 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3662325.750000 Penalty: 4932.750488
	Iteration 6Q: 3 clusters Score -3662326 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3662879.750000 Penalty: 4932.750488
	Iteration 7Q: 3 clusters Score -3662880 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3663595.500000 Penalty: 4932.750488
	Iteration 8Q: 3 clusters Score -3663596 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3664468.750000 Penalty: 4932.750488
	Iteration 9F: 3 clusters Score -3664469 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3665314.000000 Penalty: 4932.750488
	Iteration 10F: 3 clusters Score -3665314 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3665970.000000 Penalty: 4932.750488
	Iteration 11Q: 3 clusters Score -3665970 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3666446.750000 Penalty: 4932.750488
	Iteration 12Q: 3 clusters Score -3666447 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3666726.250000 Penalty: 4932.750488
	Iteration 13Q: 3 clusters Score -3666726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3666912.500000 Penalty: 4932.750488
	Iteration 14Q: 3 clusters Score -3666912 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3667078.500000 Penalty: 4932.750488
	Iteration 15Q: 3 clusters Score -3667078 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3667199.000000 Penalty: 4932.750488
	Iteration 16Q: 3 clusters Score -3667199 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3667285.500000 Penalty: 4932.750488
	Iteration 17Q: 3 clusters Score -3667286 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3667361.000000 Penalty: 4932.750488
	Iteration 18Q: 3 clusters Score -3667361 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3667445.000000 Penalty: 4932.750488
	Iteration 19Q: 3 clusters Score -3667445 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3667531.250000 Penalty: 4932.750488
	Iteration 20F: 3 clusters Score -3667531 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3667628.250000 Penalty: 4932.750488
	Iteration 21Q: 3 clusters Score -3667628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3667702.000000 Penalty: 4932.750488
	Iteration 22Q: 3 clusters Score -3667702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3667777.000000 Penalty: 4932.750488
	Iteration 23Q: 3 clusters Score -3667777 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3667821.500000 Penalty: 4932.750488
	Iteration 24Q: 3 clusters Score -3667822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3667853.750000 Penalty: 4932.750488
	Iteration 25Q: 3 clusters Score -3667854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3667882.750000 Penalty: 4932.750488
	Iteration 26Q: 3 clusters Score -3667883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3667895.500000 Penalty: 4932.750488
	Iteration 27Q: 3 clusters Score -3667896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3667907.750000 Penalty: 4932.750488
	Iteration 28Q: 3 clusters Score -3667908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3667914.500000 Penalty: 4932.750488
	Iteration 29Q: 3 clusters Score -3667914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3667919.750000 Penalty: 4932.750488
	Iteration 30Q: 3 clusters Score -3667920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3667918.500000 Penalty: 4932.750488
	Iteration 31Q: 3 clusters Score -3667918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3667934.250000 Penalty: 4932.750488
	Iteration 32Q: 3 clusters Score -3667934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3667938.750000 Penalty: 4932.750488
	Iteration 33Q: 3 clusters Score -3667939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3667938.750000 Penalty: 4932.750488
	Iteration 34Q: 3 clusters Score -3667939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3667938.500000 Penalty: 4932.750488
	Iteration 35Q: 3 clusters Score -3667938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3667945.250000 Penalty: 4932.750488
	Iteration 36Q: 3 clusters Score -3667945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3667949.250000 Penalty: 4932.750488
	Iteration 37Q: 3 clusters Score -3667949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3667943.500000 Penalty: 4932.750488
	Iteration 38Q: 3 clusters Score -3667944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3667946.500000 Penalty: 4932.750488
	Iteration 39Q: 3 clusters Score -3667946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3667950.500000 Penalty: 4932.750488
	Iteration 40F: 3 clusters Score -3667950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3667957.000000 Penalty: 4932.750488
	Iteration 41Q: 3 clusters Score -3667957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3667953.000000 Penalty: 4932.750488
	Iteration 42Q: 3 clusters Score -3667953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3667951.000000 Penalty: 4932.750488
	Iteration 43Q: 3 clusters Score -3667951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3667954.750000 Penalty: 4932.750488
	Iteration 44Q: 3 clusters Score -3667955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3667954.500000 Penalty: 4932.750488
	Iteration 45Q: 3 clusters Score -3667954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3667955.750000 Penalty: 4932.750488
	Iteration 46Q: 3 clusters Score -3667956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3667959.750000 Penalty: 4932.750488
	Iteration 47Q: 3 clusters Score -3667960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3667958.000000 Penalty: 4932.750488
	Iteration 48Q: 3 clusters Score -3667958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3667954.500000 Penalty: 4932.750488
	Iteration 49Q: 3 clusters Score -3667954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3667955.250000 Penalty: 4932.750488
	Iteration 50Q: 3 clusters Score -3667955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3667957.500000 Penalty: 4932.750488
	Iteration 51Q: 3 clusters Score -3667958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3667955.500000 Penalty: 4932.750488
	Iteration 52Q: 3 clusters Score -3667956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3667955.500000 Penalty: 4932.750488
	Iteration 53Q: 3 clusters Score -3667956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3667956.250000 Penalty: 4932.750488
	Iteration 54Q: 3 clusters Score -3667956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3667955.750000 Penalty: 4932.750488
	Iteration 55Q: 3 clusters Score -3667956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3667956.000000 Penalty: 4932.750488
	Iteration 56Q: 3 clusters Score -3667956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3667954.000000 Penalty: 4932.750488
	Iteration 57Q: 3 clusters Score -3667954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3667952.250000 Penalty: 4932.750488
	Iteration 58Q: 3 clusters Score -3667952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3667956.500000 Penalty: 4932.750488
	Iteration 59Q: 3 clusters Score -3667956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3667956.000000 Penalty: 4932.750488
	Iteration 60F: 3 clusters Score -3667956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -43128.460938 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -43128.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41846.628906 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -41846.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42096.980469 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -42096.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42259.515625 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -42259.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42517.269531 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -42517.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42742.636719 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -42742.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -43042.238281 Penalty: 3097.106689
	Iteration 5F: 3 clusters Score -43042.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43276.000000 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -43276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43465.664062 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -43465.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -43545.164062 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -43545.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43594.441406 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -43594.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43648.839844 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -43648.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43661.785156 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -43661.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43663.960938 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -43663.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43663.960938 Penalty: 3097.106689
	Iteration 13F: 3 clusters Score -43663.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 15189 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40271 members 
Mstep: Class 7 contains 24137 members 
Mstep: Class 8 contains 39682 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 26512 members 
Mstep: Class 11 contains 35236 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46850 members 
Mstep: Class 17 contains 51189 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 45083 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 32062 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51479 members 
Mstep: Class 27 contains 48310 members 
Mstep: Class 28 contains 34443 members 
Mstep: Class 29 contains 41846 members 
Mstep: Class 30 contains 12146 members 
Mstep: Class 31 contains 43094 members 
Mstep: Class 32 contains 12249 members 
Mstep: Class 33 contains 45609 members 
Mstep: Class 34 contains 20849 members 
Mstep: Class 35 contains 385 members 
Mstep: Class 36 contains 42184 members 
Mstep: Class 37 contains 68986 members 
Mstep: Class 38 contains 45183 members 
Mstep: Class 39 contains 44645 members 
Mstep: Class 40 contains 130 members 
Entering Unmasked Estep 
Score: -196417568.000000 Penalty: 138191.531250
Splitting cluster 35 changes total score from -196418784.000000 to -196417568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (42184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Entering Unmasked Estep 
Score: -7508565.000000 Penalty: 2641.149414
	Iteration 0F: 2 clusters Score -7508565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -7480317.500000 Penalty: 5282.298828
	Iteration 0F: 3 clusters Score -7480318 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -7490967.000000 Penalty: 5282.298828
	Iteration 1F: 3 clusters Score -7490967 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -7491599.000000 Penalty: 5282.298828
	Iteration 2Q: 3 clusters Score -7491599 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -7492271.000000 Penalty: 5282.298828
	Iteration 3Q: 3 clusters Score -7492271 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -7493011.000000 Penalty: 5282.298828
	Iteration 4Q: 3 clusters Score -7493011 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -7493834.500000 Penalty: 5282.298828
	Iteration 5Q: 3 clusters Score -7493834 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -7494768.000000 Penalty: 5282.298828
	Iteration 6Q: 3 clusters Score -7494768 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -7495758.500000 Penalty: 5282.298828
	Iteration 7Q: 3 clusters Score -7495758 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -7496976.500000 Penalty: 5282.298828
	Iteration 8F: 3 clusters Score -7496976 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -7498251.000000 Penalty: 5282.298828
	Iteration 9F: 3 clusters Score -7498251 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -7499557.500000 Penalty: 5282.298828
	Iteration 10F: 3 clusters Score -7499558 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -7500790.000000 Penalty: 5282.298828
	Iteration 11Q: 3 clusters Score -7500790 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7501984.500000 Penalty: 5282.298828
	Iteration 12Q: 3 clusters Score -7501984 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -7503071.500000 Penalty: 5282.298828
	Iteration 13Q: 3 clusters Score -7503072 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -7503963.000000 Penalty: 5282.298828
	Iteration 14Q: 3 clusters Score -7503963 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7504730.500000 Penalty: 5282.298828
	Iteration 15Q: 3 clusters Score -7504730 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7505338.000000 Penalty: 5282.298828
	Iteration 16Q: 3 clusters Score -7505338 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7505755.500000 Penalty: 5282.298828
	Iteration 17Q: 3 clusters Score -7505756 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7506055.000000 Penalty: 5282.298828
	Iteration 18Q: 3 clusters Score -7506055 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7506256.500000 Penalty: 5282.298828
	Iteration 19Q: 3 clusters Score -7506256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7506378.500000 Penalty: 5282.298828
	Iteration 20F: 3 clusters Score -7506378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7506481.000000 Penalty: 5282.298828
	Iteration 21Q: 3 clusters Score -7506481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7506550.500000 Penalty: 5282.298828
	Iteration 22Q: 3 clusters Score -7506550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7506617.000000 Penalty: 5282.298828
	Iteration 23Q: 3 clusters Score -7506617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7506646.000000 Penalty: 5282.298828
	Iteration 24Q: 3 clusters Score -7506646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7506673.500000 Penalty: 5282.298828
	Iteration 25Q: 3 clusters Score -7506674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7506697.500000 Penalty: 5282.298828
	Iteration 26Q: 3 clusters Score -7506698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7506709.000000 Penalty: 5282.298828
	Iteration 27Q: 3 clusters Score -7506709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7506705.500000 Penalty: 5282.298828
	Iteration 28Q: 3 clusters Score -7506706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7506713.000000 Penalty: 5282.298828
	Iteration 29Q: 3 clusters Score -7506713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7506715.500000 Penalty: 5282.298828
	Iteration 30Q: 3 clusters Score -7506716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7506724.500000 Penalty: 5282.298828
	Iteration 31Q: 3 clusters Score -7506724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7506722.500000 Penalty: 5282.298828
	Iteration 32Q: 3 clusters Score -7506722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7506721.000000 Penalty: 5282.298828
	Iteration 33Q: 3 clusters Score -7506721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7506719.500000 Penalty: 5282.298828
	Iteration 34Q: 3 clusters Score -7506720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7506718.500000 Penalty: 5282.298828
	Iteration 35Q: 3 clusters Score -7506718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7506720.000000 Penalty: 5282.298828
	Iteration 36Q: 3 clusters Score -7506720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7506720.000000 Penalty: 5282.298828
	Iteration 37F: 3 clusters Score -7506720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (68986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Entering Unmasked Estep 
Score: -12165737.000000 Penalty: 2763.131348
	Iteration 0F: 2 clusters Score -1.216574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -12124131.000000 Penalty: 5526.262695
	Iteration 0F: 3 clusters Score -1.212413e+07 nChanged 32402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -12142262.000000 Penalty: 5526.262695
	Iteration 1F: 3 clusters Score -1.214226e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -12142912.000000 Penalty: 5526.262695
	Iteration 2Q: 3 clusters Score -1.214291e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -12143653.000000 Penalty: 5526.262695
	Iteration 3Q: 3 clusters Score -1.214365e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -12144966.000000 Penalty: 5526.262695
	Iteration 4Q: 3 clusters Score -1.214497e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -12147029.000000 Penalty: 5526.262695
	Iteration 5F: 3 clusters Score -1.214703e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -12150010.000000 Penalty: 5526.262695
	Iteration 6F: 3 clusters Score -1.215001e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -12153613.000000 Penalty: 5526.262695
	Iteration 7F: 3 clusters Score -1.215361e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -12157533.000000 Penalty: 5526.262695
	Iteration 8F: 3 clusters Score -1.215753e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -12160276.000000 Penalty: 5526.262695
	Iteration 9F: 3 clusters Score -1.216028e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -12161965.000000 Penalty: 5526.262695
	Iteration 10Q: 3 clusters Score -1.216196e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -12162678.000000 Penalty: 5526.262695
	Iteration 11Q: 3 clusters Score -1.216268e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -12162975.000000 Penalty: 5526.262695
	Iteration 12Q: 3 clusters Score -1.216298e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -12163178.000000 Penalty: 5526.262695
	Iteration 13Q: 3 clusters Score -1.216318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -12163257.000000 Penalty: 5526.262695
	Iteration 14Q: 3 clusters Score -1.216326e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -12163304.000000 Penalty: 5526.262695
	Iteration 15Q: 3 clusters Score -1.21633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -12163341.000000 Penalty: 5526.262695
	Iteration 16Q: 3 clusters Score -1.216334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -12163362.000000 Penalty: 5526.262695
	Iteration 17Q: 3 clusters Score -1.216336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -12163360.000000 Penalty: 5526.262695
	Iteration 18Q: 3 clusters Score -1.216336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -12163373.000000 Penalty: 5526.262695
	Iteration 19Q: 3 clusters Score -1.216337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -12163380.000000 Penalty: 5526.262695
	Iteration 20F: 3 clusters Score -1.216338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -12163385.000000 Penalty: 5526.262695
	Iteration 21Q: 3 clusters Score -1.216338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -12163382.000000 Penalty: 5526.262695
	Iteration 22Q: 3 clusters Score -1.216338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -12163380.000000 Penalty: 5526.262695
	Iteration 23Q: 3 clusters Score -1.216338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -12163380.000000 Penalty: 5526.262695
	Iteration 24F: 3 clusters Score -1.216338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (45183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Entering Unmasked Estep 
Score: -8148465.500000 Penalty: 2658.182129
	Iteration 0F: 2 clusters Score -8148466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -8119276.500000 Penalty: 5316.364258
	Iteration 0F: 3 clusters Score -8119276 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8130381.500000 Penalty: 5316.364258
	Iteration 1F: 3 clusters Score -8130382 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -8130864.000000 Penalty: 5316.364258
	Iteration 2Q: 3 clusters Score -8130864 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -8131301.000000 Penalty: 5316.364258
	Iteration 3Q: 3 clusters Score -8131301 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -8131687.500000 Penalty: 5316.364258
	Iteration 4Q: 3 clusters Score -8131688 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -8132056.500000 Penalty: 5316.364258
	Iteration 5Q: 3 clusters Score -8132056 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -8132413.000000 Penalty: 5316.364258
	Iteration 6Q: 3 clusters Score -8132413 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -8133041.000000 Penalty: 5316.364258
	Iteration 7Q: 3 clusters Score -8133041 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -8133982.500000 Penalty: 5316.364258
	Iteration 8Q: 3 clusters Score -8133982 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -8135532.500000 Penalty: 5316.364258
	Iteration 9F: 3 clusters Score -8135532 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -8137709.500000 Penalty: 5316.364258
	Iteration 10F: 3 clusters Score -8137710 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -8140483.500000 Penalty: 5316.364258
	Iteration 11F: 3 clusters Score -8140484 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8143217.500000 Penalty: 5316.364258
	Iteration 12F: 3 clusters Score -8143218 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8144825.500000 Penalty: 5316.364258
	Iteration 13Q: 3 clusters Score -8144826 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8145547.000000 Penalty: 5316.364258
	Iteration 14Q: 3 clusters Score -8145547 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8145848.500000 Penalty: 5316.364258
	Iteration 15Q: 3 clusters Score -8145848 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8145983.500000 Penalty: 5316.364258
	Iteration 16Q: 3 clusters Score -8145984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8146043.500000 Penalty: 5316.364258
	Iteration 17Q: 3 clusters Score -8146044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8146082.500000 Penalty: 5316.364258
	Iteration 18Q: 3 clusters Score -8146082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8146125.000000 Penalty: 5316.364258
	Iteration 19Q: 3 clusters Score -8146125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8146168.500000 Penalty: 5316.364258
	Iteration 20F: 3 clusters Score -8146168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8146181.500000 Penalty: 5316.364258
	Iteration 21Q: 3 clusters Score -8146182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8146200.000000 Penalty: 5316.364258
	Iteration 22Q: 3 clusters Score -8146200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8146203.500000 Penalty: 5316.364258
	Iteration 23Q: 3 clusters Score -8146204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8146206.000000 Penalty: 5316.364258
	Iteration 24Q: 3 clusters Score -8146206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8146214.000000 Penalty: 5316.364258
	Iteration 25Q: 3 clusters Score -8146214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8146229.000000 Penalty: 5316.364258
	Iteration 26Q: 3 clusters Score -8146229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8146231.000000 Penalty: 5316.364258
	Iteration 27Q: 3 clusters Score -8146231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8146225.000000 Penalty: 5316.364258
	Iteration 28Q: 3 clusters Score -8146225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8146231.500000 Penalty: 5316.364258
	Iteration 29Q: 3 clusters Score -8146232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8146227.500000 Penalty: 5316.364258
	Iteration 30Q: 3 clusters Score -8146228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8146238.500000 Penalty: 5316.364258
	Iteration 31Q: 3 clusters Score -8146238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8146238.500000 Penalty: 5316.364258
	Iteration 32F: 3 clusters Score -8146238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Entering Unmasked Estep 
Score: -8139192.000000 Penalty: 2655.211426
	Iteration 0F: 2 clusters Score -8139192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -8110656.000000 Penalty: 5310.422852
	Iteration 0F: 3 clusters Score -8110656 nChanged 20463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8121931.500000 Penalty: 5310.422852
	Iteration 1F: 3 clusters Score -8121932 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -8122387.500000 Penalty: 5310.422852
	Iteration 2Q: 3 clusters Score -8122388 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -8122807.500000 Penalty: 5310.422852
	Iteration 3Q: 3 clusters Score -8122808 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -8123212.000000 Penalty: 5310.422852
	Iteration 4Q: 3 clusters Score -8123212 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -8123561.500000 Penalty: 5310.422852
	Iteration 5Q: 3 clusters Score -8123562 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -8123881.000000 Penalty: 5310.422852
	Iteration 6Q: 3 clusters Score -8123881 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8124278.000000 Penalty: 5310.422852
	Iteration 7Q: 3 clusters Score -8124278 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -8124685.000000 Penalty: 5310.422852
	Iteration 8Q: 3 clusters Score -8124685 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -8125254.500000 Penalty: 5310.422852
	Iteration 9Q: 3 clusters Score -8125254 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -8126009.000000 Penalty: 5310.422852
	Iteration 10Q: 3 clusters Score -8126009 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -8126966.500000 Penalty: 5310.422852
	Iteration 11Q: 3 clusters Score -8126966 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -8128360.000000 Penalty: 5310.422852
	Iteration 12Q: 3 clusters Score -8128360 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -8129821.000000 Penalty: 5310.422852
	Iteration 13F: 3 clusters Score -8129821 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -8130874.500000 Penalty: 5310.422852
	Iteration 14Q: 3 clusters Score -8130874 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -8131288.500000 Penalty: 5310.422852
	Iteration 15Q: 3 clusters Score -8131288 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -8131494.500000 Penalty: 5310.422852
	Iteration 16Q: 3 clusters Score -8131494 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -8131607.500000 Penalty: 5310.422852
	Iteration 17Q: 3 clusters Score -8131608 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -8131716.500000 Penalty: 5310.422852
	Iteration 18Q: 3 clusters Score -8131716 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -8131831.500000 Penalty: 5310.422852
	Iteration 19Q: 3 clusters Score -8131832 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -8131990.500000 Penalty: 5310.422852
	Iteration 20F: 3 clusters Score -8131990 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -8132181.000000 Penalty: 5310.422852
	Iteration 21Q: 3 clusters Score -8132181 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -8132376.500000 Penalty: 5310.422852
	Iteration 22Q: 3 clusters Score -8132376 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -8132643.500000 Penalty: 5310.422852
	Iteration 23Q: 3 clusters Score -8132644 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -8132912.500000 Penalty: 5310.422852
	Iteration 24Q: 3 clusters Score -8132912 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -8133122.500000 Penalty: 5310.422852
	Iteration 25Q: 3 clusters Score -8133122 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -8133324.500000 Penalty: 5310.422852
	Iteration 26Q: 3 clusters Score -8133324 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -8133534.500000 Penalty: 5310.422852
	Iteration 27Q: 3 clusters Score -8133534 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -8133802.000000 Penalty: 5310.422852
	Iteration 28Q: 3 clusters Score -8133802 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8133994.500000 Penalty: 5310.422852
	Iteration 29Q: 3 clusters Score -8133994 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -8134227.500000 Penalty: 5310.422852
	Iteration 30Q: 3 clusters Score -8134228 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -8134424.500000 Penalty: 5310.422852
	Iteration 31Q: 3 clusters Score -8134424 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -8134593.500000 Penalty: 5310.422852
	Iteration 32Q: 3 clusters Score -8134594 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8134813.500000 Penalty: 5310.422852
	Iteration 33Q: 3 clusters Score -8134814 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8135057.000000 Penalty: 5310.422852
	Iteration 34Q: 3 clusters Score -8135057 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8135235.500000 Penalty: 5310.422852
	Iteration 35Q: 3 clusters Score -8135236 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -8135465.500000 Penalty: 5310.422852
	Iteration 36Q: 3 clusters Score -8135466 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -8135661.500000 Penalty: 5310.422852
	Iteration 37Q: 3 clusters Score -8135662 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -8135855.000000 Penalty: 5310.422852
	Iteration 38Q: 3 clusters Score -8135855 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -8135986.500000 Penalty: 5310.422852
	Iteration 39Q: 3 clusters Score -8135986 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8136118.500000 Penalty: 5310.422852
	Iteration 40F: 3 clusters Score -8136118 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8136274.000000 Penalty: 5310.422852
	Iteration 41Q: 3 clusters Score -8136274 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8136400.000000 Penalty: 5310.422852
	Iteration 42Q: 3 clusters Score -8136400 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -8136488.500000 Penalty: 5310.422852
	Iteration 43Q: 3 clusters Score -8136488 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -8136550.500000 Penalty: 5310.422852
	Iteration 44Q: 3 clusters Score -8136550 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8136631.500000 Penalty: 5310.422852
	Iteration 45Q: 3 clusters Score -8136632 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8136661.000000 Penalty: 5310.422852
	Iteration 46Q: 3 clusters Score -8136661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8136718.500000 Penalty: 5310.422852
	Iteration 47Q: 3 clusters Score -8136718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -8136757.500000 Penalty: 5310.422852
	Iteration 48Q: 3 clusters Score -8136758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -8136772.500000 Penalty: 5310.422852
	Iteration 49Q: 3 clusters Score -8136772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8136821.500000 Penalty: 5310.422852
	Iteration 50Q: 3 clusters Score -8136822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8136825.000000 Penalty: 5310.422852
	Iteration 51Q: 3 clusters Score -8136825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8136847.000000 Penalty: 5310.422852
	Iteration 52Q: 3 clusters Score -8136847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8136869.000000 Penalty: 5310.422852
	Iteration 53Q: 3 clusters Score -8136869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8136894.000000 Penalty: 5310.422852
	Iteration 54Q: 3 clusters Score -8136894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8136904.500000 Penalty: 5310.422852
	Iteration 55Q: 3 clusters Score -8136904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8136926.000000 Penalty: 5310.422852
	Iteration 56Q: 3 clusters Score -8136926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8136933.500000 Penalty: 5310.422852
	Iteration 57Q: 3 clusters Score -8136934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -8136953.500000 Penalty: 5310.422852
	Iteration 58Q: 3 clusters Score -8136954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8136954.500000 Penalty: 5310.422852
	Iteration 59Q: 3 clusters Score -8136954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -8136957.500000 Penalty: 5310.422852
	Iteration 60F: 3 clusters Score -8136958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8136968.500000 Penalty: 5310.422852
	Iteration 61Q: 3 clusters Score -8136968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -8136970.500000 Penalty: 5310.422852
	Iteration 62Q: 3 clusters Score -8136970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8136979.500000 Penalty: 5310.422852
	Iteration 63Q: 3 clusters Score -8136980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8136984.500000 Penalty: 5310.422852
	Iteration 64Q: 3 clusters Score -8136984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8136985.000000 Penalty: 5310.422852
	Iteration 65Q: 3 clusters Score -8136985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8136985.000000 Penalty: 5310.422852
	Iteration 66Q: 3 clusters Score -8136985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8136998.500000 Penalty: 5310.422852
	Iteration 67Q: 3 clusters Score -8136998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -8136994.000000 Penalty: 5310.422852
	Iteration 68Q: 3 clusters Score -8136994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8137003.000000 Penalty: 5310.422852
	Iteration 69Q: 3 clusters Score -8137003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8137005.000000 Penalty: 5310.422852
	Iteration 70Q: 3 clusters Score -8137005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -8137002.500000 Penalty: 5310.422852
	Iteration 71Q: 3 clusters Score -8137002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -8137013.500000 Penalty: 5310.422852
	Iteration 72Q: 3 clusters Score -8137014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -8137016.000000 Penalty: 5310.422852
	Iteration 73Q: 3 clusters Score -8137016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8137023.000000 Penalty: 5310.422852
	Iteration 74Q: 3 clusters Score -8137023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8137023.000000 Penalty: 5310.422852
	Iteration 75Q: 3 clusters Score -8137023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8137024.500000 Penalty: 5310.422852
	Iteration 76Q: 3 clusters Score -8137024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8137023.000000 Penalty: 5310.422852
	Iteration 77Q: 3 clusters Score -8137023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8137027.000000 Penalty: 5310.422852
	Iteration 78Q: 3 clusters Score -8137027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8137031.000000 Penalty: 5310.422852
	Iteration 79Q: 3 clusters Score -8137031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8137030.500000 Penalty: 5310.422852
	Iteration 80F: 3 clusters Score -8137030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8137022.500000 Penalty: 5310.422852
	Iteration 81Q: 3 clusters Score -8137022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8137022.500000 Penalty: 5310.422852
	Iteration 82Q: 3 clusters Score -8137022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8137022.500000 Penalty: 5310.422852
	Iteration 83Q: 3 clusters Score -8137022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8137022.500000 Penalty: 5310.422852
	Iteration 84F: 3 clusters Score -8137022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 15189 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40271 members 
Mstep: Class 7 contains 24137 members 
Mstep: Class 8 contains 39682 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 26512 members 
Mstep: Class 11 contains 35236 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46850 members 
Mstep: Class 17 contains 51189 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 45083 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 32062 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51479 members 
Mstep: Class 27 contains 48310 members 
Mstep: Class 28 contains 34443 members 
Mstep: Class 29 contains 41846 members 
Mstep: Class 30 contains 12146 members 
Mstep: Class 31 contains 43094 members 
Mstep: Class 32 contains 12249 members 
Mstep: Class 33 contains 45609 members 
Mstep: Class 34 contains 20849 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42184 members 
Mstep: Class 37 contains 68986 members 
Mstep: Class 38 contains 45183 members 
Mstep: Class 39 contains 44645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196418976.000000 Penalty: 134736.734375
Iteration 119Q: 40 clusters Score -1.96419e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 8034 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40311 members 
Mstep: Class 7 contains 24120 members 
Mstep: Class 8 contains 39557 members 
Mstep: Class 9 contains 42673 members 
Mstep: Class 10 contains 26489 members 
Mstep: Class 11 contains 35250 members 
Mstep: Class 12 contains 19221 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 8431 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 46807 members 
Mstep: Class 17 contains 51261 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 45091 members 
Mstep: Class 20 contains 44719 members 
Mstep: Class 21 contains 43970 members 
Mstep: Class 22 contains 14483 members 
Mstep: Class 23 contains 32012 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51543 members 
Mstep: Class 27 contains 48332 members 
Mstep: Class 28 contains 34479 members 
Mstep: Class 29 contains 41846 members 
Mstep: Class 30 contains 12151 members 
Mstep: Class 31 contains 43136 members 
Mstep: Class 32 contains 12255 members 
Mstep: Class 33 contains 45588 members 
Mstep: Class 34 contains 20812 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42186 members 
Mstep: Class 37 contains 69020 members 
Mstep: Class 38 contains 45163 members 
Mstep: Class 39 contains 44596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419344.000000 Penalty: 134736.734375
Iteration 120F: 40 clusters Score -1.964193e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 15065 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40346 members 
Mstep: Class 7 contains 24096 members 
Mstep: Class 8 contains 39439 members 
Mstep: Class 9 contains 42665 members 
Mstep: Class 10 contains 26468 members 
Mstep: Class 11 contains 35284 members 
Mstep: Class 12 contains 19266 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 46779 members 
Mstep: Class 17 contains 51338 members 
Mstep: Class 18 contains 14498 members 
Mstep: Class 19 contains 45091 members 
Mstep: Class 20 contains 44716 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 14475 members 
Mstep: Class 23 contains 31980 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51609 members 
Mstep: Class 27 contains 48335 members 
Mstep: Class 28 contains 34473 members 
Mstep: Class 29 contains 41833 members 
Mstep: Class 30 contains 12156 members 
Mstep: Class 31 contains 43209 members 
Mstep: Class 32 contains 12259 members 
Mstep: Class 33 contains 45575 members 
Mstep: Class 34 contains 20785 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42173 members 
Mstep: Class 37 contains 69060 members 
Mstep: Class 38 contains 45170 members 
Mstep: Class 39 contains 44566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419584.000000 Penalty: 134736.734375
Iteration 121Q: 40 clusters Score -1.964196e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 8035 members 
Mstep: Class 3 contains 15022 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40384 members 
Mstep: Class 7 contains 24081 members 
Mstep: Class 8 contains 39336 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 26436 members 
Mstep: Class 11 contains 35317 members 
Mstep: Class 12 contains 19291 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 8444 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 46729 members 
Mstep: Class 17 contains 51400 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 45093 members 
Mstep: Class 20 contains 44709 members 
Mstep: Class 21 contains 44000 members 
Mstep: Class 22 contains 14464 members 
Mstep: Class 23 contains 31959 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51671 members 
Mstep: Class 27 contains 48340 members 
Mstep: Class 28 contains 34469 members 
Mstep: Class 29 contains 41828 members 
Mstep: Class 30 contains 12159 members 
Mstep: Class 31 contains 43233 members 
Mstep: Class 32 contains 12267 members 
Mstep: Class 33 contains 45559 members 
Mstep: Class 34 contains 20751 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42165 members 
Mstep: Class 37 contains 69116 members 
Mstep: Class 38 contains 45190 members 
Mstep: Class 39 contains 44534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419696.000000 Penalty: 134736.734375
Iteration 122Q: 40 clusters Score -1.964197e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 8040 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40433 members 
Mstep: Class 7 contains 24052 members 
Mstep: Class 8 contains 39214 members 
Mstep: Class 9 contains 42668 members 
Mstep: Class 10 contains 26393 members 
Mstep: Class 11 contains 35339 members 
Mstep: Class 12 contains 19328 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46672 members 
Mstep: Class 17 contains 51453 members 
Mstep: Class 18 contains 14494 members 
Mstep: Class 19 contains 45103 members 
Mstep: Class 20 contains 44698 members 
Mstep: Class 21 contains 44025 members 
Mstep: Class 22 contains 14455 members 
Mstep: Class 23 contains 31949 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51717 members 
Mstep: Class 27 contains 48353 members 
Mstep: Class 28 contains 34508 members 
Mstep: Class 29 contains 41819 members 
Mstep: Class 30 contains 12162 members 
Mstep: Class 31 contains 43252 members 
Mstep: Class 32 contains 12281 members 
Mstep: Class 33 contains 45533 members 
Mstep: Class 34 contains 20722 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42160 members 
Mstep: Class 37 contains 69166 members 
Mstep: Class 38 contains 45219 members 
Mstep: Class 39 contains 44494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419664.000000 Penalty: 134736.734375
Iteration 123Q: 40 clusters Score -1.964197e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 8042 members 
Mstep: Class 3 contains 14931 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40502 members 
Mstep: Class 7 contains 24031 members 
Mstep: Class 8 contains 39084 members 
Mstep: Class 9 contains 42676 members 
Mstep: Class 10 contains 26365 members 
Mstep: Class 11 contains 35362 members 
Mstep: Class 12 contains 19374 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 8454 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46613 members 
Mstep: Class 17 contains 51498 members 
Mstep: Class 18 contains 14492 members 
Mstep: Class 19 contains 45107 members 
Mstep: Class 20 contains 44679 members 
Mstep: Class 21 contains 44029 members 
Mstep: Class 22 contains 14455 members 
Mstep: Class 23 contains 31933 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51781 members 
Mstep: Class 27 contains 48363 members 
Mstep: Class 28 contains 34556 members 
Mstep: Class 29 contains 41797 members 
Mstep: Class 30 contains 12166 members 
Mstep: Class 31 contains 43285 members 
Mstep: Class 32 contains 12292 members 
Mstep: Class 33 contains 45506 members 
Mstep: Class 34 contains 20692 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42160 members 
Mstep: Class 37 contains 69200 members 
Mstep: Class 38 contains 45236 members 
Mstep: Class 39 contains 44462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419344.000000 Penalty: 134736.734375
Iteration 124Q: 40 clusters Score -1.964193e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40555 members 
Mstep: Class 7 contains 24013 members 
Mstep: Class 8 contains 38978 members 
Mstep: Class 9 contains 42685 members 
Mstep: Class 10 contains 26332 members 
Mstep: Class 11 contains 35387 members 
Mstep: Class 12 contains 19410 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46569 members 
Mstep: Class 17 contains 51540 members 
Mstep: Class 18 contains 14496 members 
Mstep: Class 19 contains 45105 members 
Mstep: Class 20 contains 44652 members 
Mstep: Class 21 contains 44019 members 
Mstep: Class 22 contains 14447 members 
Mstep: Class 23 contains 31916 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 51862 members 
Mstep: Class 27 contains 48350 members 
Mstep: Class 28 contains 34605 members 
Mstep: Class 29 contains 41761 members 
Mstep: Class 30 contains 12171 members 
Mstep: Class 31 contains 43301 members 
Mstep: Class 32 contains 12299 members 
Mstep: Class 33 contains 45475 members 
Mstep: Class 34 contains 20679 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42164 members 
Mstep: Class 37 contains 69246 members 
Mstep: Class 38 contains 45252 members 
Mstep: Class 39 contains 44438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196419856.000000 Penalty: 134736.734375
Iteration 125Q: 40 clusters Score -1.964199e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 14847 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40609 members 
Mstep: Class 7 contains 23989 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 42690 members 
Mstep: Class 10 contains 26299 members 
Mstep: Class 11 contains 35435 members 
Mstep: Class 12 contains 19432 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46531 members 
Mstep: Class 17 contains 51573 members 
Mstep: Class 18 contains 14495 members 
Mstep: Class 19 contains 45099 members 
Mstep: Class 20 contains 44614 members 
Mstep: Class 21 contains 44030 members 
Mstep: Class 22 contains 14439 members 
Mstep: Class 23 contains 31888 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 51946 members 
Mstep: Class 27 contains 48341 members 
Mstep: Class 28 contains 34675 members 
Mstep: Class 29 contains 41741 members 
Mstep: Class 30 contains 12173 members 
Mstep: Class 31 contains 43337 members 
Mstep: Class 32 contains 12306 members 
Mstep: Class 33 contains 45447 members 
Mstep: Class 34 contains 20661 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42168 members 
Mstep: Class 37 contains 69273 members 
Mstep: Class 38 contains 45276 members 
Mstep: Class 39 contains 44400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420096.000000 Penalty: 134736.734375
Iteration 126Q: 40 clusters Score -1.964201e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40677 members 
Mstep: Class 7 contains 23967 members 
Mstep: Class 8 contains 38759 members 
Mstep: Class 9 contains 42695 members 
Mstep: Class 10 contains 26279 members 
Mstep: Class 11 contains 35489 members 
Mstep: Class 12 contains 19453 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46501 members 
Mstep: Class 17 contains 51606 members 
Mstep: Class 18 contains 14502 members 
Mstep: Class 19 contains 45105 members 
Mstep: Class 20 contains 44586 members 
Mstep: Class 21 contains 44062 members 
Mstep: Class 22 contains 14442 members 
Mstep: Class 23 contains 31853 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52013 members 
Mstep: Class 27 contains 48324 members 
Mstep: Class 28 contains 34701 members 
Mstep: Class 29 contains 41728 members 
Mstep: Class 30 contains 12171 members 
Mstep: Class 31 contains 43353 members 
Mstep: Class 32 contains 12308 members 
Mstep: Class 33 contains 45420 members 
Mstep: Class 34 contains 20636 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42162 members 
Mstep: Class 37 contains 69292 members 
Mstep: Class 38 contains 45304 members 
Mstep: Class 39 contains 44358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420480.000000 Penalty: 134736.734375
Iteration 127Q: 40 clusters Score -1.964205e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 8044 members 
Mstep: Class 3 contains 14742 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40717 members 
Mstep: Class 7 contains 23954 members 
Mstep: Class 8 contains 38653 members 
Mstep: Class 9 contains 42703 members 
Mstep: Class 10 contains 26267 members 
Mstep: Class 11 contains 35537 members 
Mstep: Class 12 contains 19477 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 51646 members 
Mstep: Class 18 contains 14504 members 
Mstep: Class 19 contains 45111 members 
Mstep: Class 20 contains 44568 members 
Mstep: Class 21 contains 44072 members 
Mstep: Class 22 contains 14437 members 
Mstep: Class 23 contains 31820 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52086 members 
Mstep: Class 27 contains 48327 members 
Mstep: Class 28 contains 34721 members 
Mstep: Class 29 contains 41717 members 
Mstep: Class 30 contains 12173 members 
Mstep: Class 31 contains 43366 members 
Mstep: Class 32 contains 12313 members 
Mstep: Class 33 contains 45405 members 
Mstep: Class 34 contains 20622 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42157 members 
Mstep: Class 37 contains 69326 members 
Mstep: Class 38 contains 45330 members 
Mstep: Class 39 contains 44298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420656.000000 Penalty: 134736.734375
Iteration 128Q: 40 clusters Score -1.964207e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40757 members 
Mstep: Class 7 contains 23949 members 
Mstep: Class 8 contains 38584 members 
Mstep: Class 9 contains 42703 members 
Mstep: Class 10 contains 26237 members 
Mstep: Class 11 contains 35605 members 
Mstep: Class 12 contains 19503 members 
Mstep: Class 13 contains 5878 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46464 members 
Mstep: Class 17 contains 51675 members 
Mstep: Class 18 contains 14512 members 
Mstep: Class 19 contains 45107 members 
Mstep: Class 20 contains 44554 members 
Mstep: Class 21 contains 44085 members 
Mstep: Class 22 contains 14434 members 
Mstep: Class 23 contains 31793 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52155 members 
Mstep: Class 27 contains 48333 members 
Mstep: Class 28 contains 34752 members 
Mstep: Class 29 contains 41713 members 
Mstep: Class 30 contains 12178 members 
Mstep: Class 31 contains 43330 members 
Mstep: Class 32 contains 12327 members 
Mstep: Class 33 contains 45394 members 
Mstep: Class 34 contains 20595 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42156 members 
Mstep: Class 37 contains 69343 members 
Mstep: Class 38 contains 45349 members 
Mstep: Class 39 contains 44227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420464.000000 Penalty: 134736.734375
Iteration 129Q: 40 clusters Score -1.964205e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40795 members 
Mstep: Class 7 contains 23927 members 
Mstep: Class 8 contains 38503 members 
Mstep: Class 9 contains 42699 members 
Mstep: Class 10 contains 26205 members 
Mstep: Class 11 contains 35633 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46467 members 
Mstep: Class 17 contains 51705 members 
Mstep: Class 18 contains 14518 members 
Mstep: Class 19 contains 45099 members 
Mstep: Class 20 contains 44530 members 
Mstep: Class 21 contains 44111 members 
Mstep: Class 22 contains 14427 members 
Mstep: Class 23 contains 31791 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52244 members 
Mstep: Class 27 contains 48343 members 
Mstep: Class 28 contains 34757 members 
Mstep: Class 29 contains 41713 members 
Mstep: Class 30 contains 12186 members 
Mstep: Class 31 contains 43342 members 
Mstep: Class 32 contains 12335 members 
Mstep: Class 33 contains 45374 members 
Mstep: Class 34 contains 20566 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42151 members 
Mstep: Class 37 contains 69353 members 
Mstep: Class 38 contains 45372 members 
Mstep: Class 39 contains 44181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420688.000000 Penalty: 134736.734375
Iteration 130Q: 40 clusters Score -1.964207e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 8048 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 23917 members 
Mstep: Class 8 contains 38421 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 26175 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 19566 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46467 members 
Mstep: Class 17 contains 51737 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 45083 members 
Mstep: Class 20 contains 44520 members 
Mstep: Class 21 contains 44102 members 
Mstep: Class 22 contains 14417 members 
Mstep: Class 23 contains 31783 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52289 members 
Mstep: Class 27 contains 48364 members 
Mstep: Class 28 contains 34820 members 
Mstep: Class 29 contains 41717 members 
Mstep: Class 30 contains 12199 members 
Mstep: Class 31 contains 43351 members 
Mstep: Class 32 contains 12339 members 
Mstep: Class 33 contains 45338 members 
Mstep: Class 34 contains 20538 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42148 members 
Mstep: Class 37 contains 69370 members 
Mstep: Class 38 contains 45393 members 
Mstep: Class 39 contains 44151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420576.000000 Penalty: 134736.734375
Iteration 131Q: 40 clusters Score -1.964206e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 14586 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40906 members 
Mstep: Class 7 contains 23908 members 
Mstep: Class 8 contains 38337 members 
Mstep: Class 9 contains 42701 members 
Mstep: Class 10 contains 26147 members 
Mstep: Class 11 contains 35637 members 
Mstep: Class 12 contains 19598 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46464 members 
Mstep: Class 17 contains 51771 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 45064 members 
Mstep: Class 20 contains 44509 members 
Mstep: Class 21 contains 44100 members 
Mstep: Class 22 contains 14412 members 
Mstep: Class 23 contains 31775 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52351 members 
Mstep: Class 27 contains 48381 members 
Mstep: Class 28 contains 34865 members 
Mstep: Class 29 contains 41708 members 
Mstep: Class 30 contains 12202 members 
Mstep: Class 31 contains 43386 members 
Mstep: Class 32 contains 12344 members 
Mstep: Class 33 contains 45308 members 
Mstep: Class 34 contains 20510 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42147 members 
Mstep: Class 37 contains 69383 members 
Mstep: Class 38 contains 45409 members 
Mstep: Class 39 contains 44122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420480.000000 Penalty: 134736.734375
Iteration 132Q: 40 clusters Score -1.964205e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 8052 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 40961 members 
Mstep: Class 7 contains 23896 members 
Mstep: Class 8 contains 38250 members 
Mstep: Class 9 contains 42700 members 
Mstep: Class 10 contains 26115 members 
Mstep: Class 11 contains 35653 members 
Mstep: Class 12 contains 19625 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46456 members 
Mstep: Class 17 contains 51806 members 
Mstep: Class 18 contains 14517 members 
Mstep: Class 19 contains 45052 members 
Mstep: Class 20 contains 44491 members 
Mstep: Class 21 contains 44114 members 
Mstep: Class 22 contains 14407 members 
Mstep: Class 23 contains 31752 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52402 members 
Mstep: Class 27 contains 48392 members 
Mstep: Class 28 contains 34892 members 
Mstep: Class 29 contains 41694 members 
Mstep: Class 30 contains 12202 members 
Mstep: Class 31 contains 43427 members 
Mstep: Class 32 contains 12347 members 
Mstep: Class 33 contains 45290 members 
Mstep: Class 34 contains 20486 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42147 members 
Mstep: Class 37 contains 69431 members 
Mstep: Class 38 contains 45418 members 
Mstep: Class 39 contains 44081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420784.000000 Penalty: 134736.734375
Iteration 133Q: 40 clusters Score -1.964208e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 8054 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41042 members 
Mstep: Class 7 contains 23879 members 
Mstep: Class 8 contains 38168 members 
Mstep: Class 9 contains 42706 members 
Mstep: Class 10 contains 26092 members 
Mstep: Class 11 contains 35699 members 
Mstep: Class 12 contains 19658 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 8462 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46448 members 
Mstep: Class 17 contains 51839 members 
Mstep: Class 18 contains 14518 members 
Mstep: Class 19 contains 45036 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 44135 members 
Mstep: Class 22 contains 14396 members 
Mstep: Class 23 contains 31732 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52416 members 
Mstep: Class 27 contains 48402 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 41686 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 43466 members 
Mstep: Class 32 contains 12348 members 
Mstep: Class 33 contains 45248 members 
Mstep: Class 34 contains 20455 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42151 members 
Mstep: Class 37 contains 69443 members 
Mstep: Class 38 contains 45431 members 
Mstep: Class 39 contains 44044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420944.000000 Penalty: 134736.734375
Iteration 134Q: 40 clusters Score -1.964209e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 14458 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41129 members 
Mstep: Class 7 contains 23880 members 
Mstep: Class 8 contains 38095 members 
Mstep: Class 9 contains 42709 members 
Mstep: Class 10 contains 26067 members 
Mstep: Class 11 contains 35728 members 
Mstep: Class 12 contains 19691 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 8466 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46443 members 
Mstep: Class 17 contains 51872 members 
Mstep: Class 18 contains 14522 members 
Mstep: Class 19 contains 45025 members 
Mstep: Class 20 contains 44468 members 
Mstep: Class 21 contains 44149 members 
Mstep: Class 22 contains 14385 members 
Mstep: Class 23 contains 31711 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52446 members 
Mstep: Class 27 contains 48391 members 
Mstep: Class 28 contains 34958 members 
Mstep: Class 29 contains 41673 members 
Mstep: Class 30 contains 12212 members 
Mstep: Class 31 contains 43483 members 
Mstep: Class 32 contains 12351 members 
Mstep: Class 33 contains 45215 members 
Mstep: Class 34 contains 20427 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42149 members 
Mstep: Class 37 contains 69473 members 
Mstep: Class 38 contains 45455 members 
Mstep: Class 39 contains 43994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420912.000000 Penalty: 134736.734375
Iteration 135Q: 40 clusters Score -1.964209e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 8057 members 
Mstep: Class 3 contains 14414 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41209 members 
Mstep: Class 7 contains 23868 members 
Mstep: Class 8 contains 38019 members 
Mstep: Class 9 contains 42703 members 
Mstep: Class 10 contains 26042 members 
Mstep: Class 11 contains 35745 members 
Mstep: Class 12 contains 19719 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 8470 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46439 members 
Mstep: Class 17 contains 51897 members 
Mstep: Class 18 contains 14518 members 
Mstep: Class 19 contains 45019 members 
Mstep: Class 20 contains 44449 members 
Mstep: Class 21 contains 44156 members 
Mstep: Class 22 contains 14386 members 
Mstep: Class 23 contains 31684 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52462 members 
Mstep: Class 27 contains 48389 members 
Mstep: Class 28 contains 34987 members 
Mstep: Class 29 contains 41667 members 
Mstep: Class 30 contains 12216 members 
Mstep: Class 31 contains 43485 members 
Mstep: Class 32 contains 12353 members 
Mstep: Class 33 contains 45201 members 
Mstep: Class 34 contains 20406 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42145 members 
Mstep: Class 37 contains 69507 members 
Mstep: Class 38 contains 45484 members 
Mstep: Class 39 contains 44011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420944.000000 Penalty: 134736.734375
Iteration 136Q: 40 clusters Score -1.964209e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41291 members 
Mstep: Class 7 contains 23862 members 
Mstep: Class 8 contains 37948 members 
Mstep: Class 9 contains 42707 members 
Mstep: Class 10 contains 26025 members 
Mstep: Class 11 contains 35772 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 5884 members 
Mstep: Class 14 contains 8473 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46438 members 
Mstep: Class 17 contains 51933 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 45016 members 
Mstep: Class 20 contains 44435 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 14386 members 
Mstep: Class 23 contains 31666 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52480 members 
Mstep: Class 27 contains 48393 members 
Mstep: Class 28 contains 35023 members 
Mstep: Class 29 contains 41651 members 
Mstep: Class 30 contains 12215 members 
Mstep: Class 31 contains 43483 members 
Mstep: Class 32 contains 12358 members 
Mstep: Class 33 contains 45168 members 
Mstep: Class 34 contains 20381 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42139 members 
Mstep: Class 37 contains 69529 members 
Mstep: Class 38 contains 45530 members 
Mstep: Class 39 contains 44029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420960.000000 Penalty: 134736.734375
Iteration 137Q: 40 clusters Score -1.96421e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 8063 members 
Mstep: Class 3 contains 14311 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41375 members 
Mstep: Class 7 contains 23838 members 
Mstep: Class 8 contains 37884 members 
Mstep: Class 9 contains 42701 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 35794 members 
Mstep: Class 12 contains 19753 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 8478 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46430 members 
Mstep: Class 17 contains 51969 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 45016 members 
Mstep: Class 20 contains 44411 members 
Mstep: Class 21 contains 44151 members 
Mstep: Class 22 contains 14375 members 
Mstep: Class 23 contains 31657 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52530 members 
Mstep: Class 27 contains 48404 members 
Mstep: Class 28 contains 35059 members 
Mstep: Class 29 contains 41636 members 
Mstep: Class 30 contains 12216 members 
Mstep: Class 31 contains 43462 members 
Mstep: Class 32 contains 12364 members 
Mstep: Class 33 contains 45137 members 
Mstep: Class 34 contains 20366 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42139 members 
Mstep: Class 37 contains 69553 members 
Mstep: Class 38 contains 45569 members 
Mstep: Class 39 contains 44053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420928.000000 Penalty: 134736.734375
Iteration 138Q: 40 clusters Score -1.964209e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41460 members 
Mstep: Class 7 contains 23820 members 
Mstep: Class 8 contains 37830 members 
Mstep: Class 9 contains 42699 members 
Mstep: Class 10 contains 25992 members 
Mstep: Class 11 contains 35787 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 8479 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46426 members 
Mstep: Class 17 contains 52008 members 
Mstep: Class 18 contains 14523 members 
Mstep: Class 19 contains 45026 members 
Mstep: Class 20 contains 44378 members 
Mstep: Class 21 contains 44154 members 
Mstep: Class 22 contains 14364 members 
Mstep: Class 23 contains 31645 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52574 members 
Mstep: Class 27 contains 48405 members 
Mstep: Class 28 contains 35099 members 
Mstep: Class 29 contains 41630 members 
Mstep: Class 30 contains 12218 members 
Mstep: Class 31 contains 43453 members 
Mstep: Class 32 contains 12370 members 
Mstep: Class 33 contains 45103 members 
Mstep: Class 34 contains 20345 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42141 members 
Mstep: Class 37 contains 69573 members 
Mstep: Class 38 contains 45586 members 
Mstep: Class 39 contains 44060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420544.000000 Penalty: 134736.734375
Iteration 139Q: 40 clusters Score -1.964205e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 8065 members 
Mstep: Class 3 contains 14199 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41523 members 
Mstep: Class 7 contains 23806 members 
Mstep: Class 8 contains 37780 members 
Mstep: Class 9 contains 42693 members 
Mstep: Class 10 contains 25978 members 
Mstep: Class 11 contains 35781 members 
Mstep: Class 12 contains 19810 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 8483 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46439 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 14527 members 
Mstep: Class 19 contains 45025 members 
Mstep: Class 20 contains 44359 members 
Mstep: Class 21 contains 44139 members 
Mstep: Class 22 contains 14360 members 
Mstep: Class 23 contains 31627 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52630 members 
Mstep: Class 27 contains 48401 members 
Mstep: Class 28 contains 35145 members 
Mstep: Class 29 contains 41621 members 
Mstep: Class 30 contains 12220 members 
Mstep: Class 31 contains 43442 members 
Mstep: Class 32 contains 12374 members 
Mstep: Class 33 contains 45052 members 
Mstep: Class 34 contains 20325 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42137 members 
Mstep: Class 37 contains 69615 members 
Mstep: Class 38 contains 45622 members 
Mstep: Class 39 contains 44062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420096.000000 Penalty: 134736.734375
Iteration 140F: 40 clusters Score -1.964201e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 8063 members 
Mstep: Class 3 contains 14163 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41583 members 
Mstep: Class 7 contains 23791 members 
Mstep: Class 8 contains 37733 members 
Mstep: Class 9 contains 42684 members 
Mstep: Class 10 contains 25961 members 
Mstep: Class 11 contains 35787 members 
Mstep: Class 12 contains 19831 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 8482 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46433 members 
Mstep: Class 17 contains 52105 members 
Mstep: Class 18 contains 14528 members 
Mstep: Class 19 contains 45024 members 
Mstep: Class 20 contains 44342 members 
Mstep: Class 21 contains 44139 members 
Mstep: Class 22 contains 14346 members 
Mstep: Class 23 contains 31611 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52679 members 
Mstep: Class 27 contains 48392 members 
Mstep: Class 28 contains 35205 members 
Mstep: Class 29 contains 41617 members 
Mstep: Class 30 contains 12220 members 
Mstep: Class 31 contains 43399 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 45020 members 
Mstep: Class 34 contains 20315 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42142 members 
Mstep: Class 37 contains 69645 members 
Mstep: Class 38 contains 45636 members 
Mstep: Class 39 contains 44079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420624.000000 Penalty: 134736.734375
Iteration 141Q: 40 clusters Score -1.964206e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41628 members 
Mstep: Class 7 contains 23778 members 
Mstep: Class 8 contains 37695 members 
Mstep: Class 9 contains 42678 members 
Mstep: Class 10 contains 25946 members 
Mstep: Class 11 contains 35781 members 
Mstep: Class 12 contains 19842 members 
Mstep: Class 13 contains 5874 members 
Mstep: Class 14 contains 8485 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46424 members 
Mstep: Class 17 contains 52164 members 
Mstep: Class 18 contains 14533 members 
Mstep: Class 19 contains 45019 members 
Mstep: Class 20 contains 44326 members 
Mstep: Class 21 contains 44131 members 
Mstep: Class 22 contains 14343 members 
Mstep: Class 23 contains 31589 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52709 members 
Mstep: Class 27 contains 48391 members 
Mstep: Class 28 contains 35277 members 
Mstep: Class 29 contains 41614 members 
Mstep: Class 30 contains 12221 members 
Mstep: Class 31 contains 43373 members 
Mstep: Class 32 contains 12380 members 
Mstep: Class 33 contains 44993 members 
Mstep: Class 34 contains 20293 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42151 members 
Mstep: Class 37 contains 69681 members 
Mstep: Class 38 contains 45633 members 
Mstep: Class 39 contains 44108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420832.000000 Penalty: 134736.734375
Iteration 142Q: 40 clusters Score -1.964208e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 8062 members 
Mstep: Class 3 contains 14102 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41664 members 
Mstep: Class 7 contains 23775 members 
Mstep: Class 8 contains 37661 members 
Mstep: Class 9 contains 42670 members 
Mstep: Class 10 contains 25916 members 
Mstep: Class 11 contains 35761 members 
Mstep: Class 12 contains 19855 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 8486 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46411 members 
Mstep: Class 17 contains 52244 members 
Mstep: Class 18 contains 14534 members 
Mstep: Class 19 contains 45015 members 
Mstep: Class 20 contains 44321 members 
Mstep: Class 21 contains 44116 members 
Mstep: Class 22 contains 14341 members 
Mstep: Class 23 contains 31567 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52751 members 
Mstep: Class 27 contains 48370 members 
Mstep: Class 28 contains 35361 members 
Mstep: Class 29 contains 41598 members 
Mstep: Class 30 contains 12222 members 
Mstep: Class 31 contains 43367 members 
Mstep: Class 32 contains 12380 members 
Mstep: Class 33 contains 44968 members 
Mstep: Class 34 contains 20276 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42156 members 
Mstep: Class 37 contains 69726 members 
Mstep: Class 38 contains 45599 members 
Mstep: Class 39 contains 44132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420912.000000 Penalty: 134736.734375
Iteration 143Q: 40 clusters Score -1.964209e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 8066 members 
Mstep: Class 3 contains 14073 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41716 members 
Mstep: Class 7 contains 23767 members 
Mstep: Class 8 contains 37590 members 
Mstep: Class 9 contains 42672 members 
Mstep: Class 10 contains 25904 members 
Mstep: Class 11 contains 35722 members 
Mstep: Class 12 contains 19866 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8487 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46401 members 
Mstep: Class 17 contains 52308 members 
Mstep: Class 18 contains 14538 members 
Mstep: Class 19 contains 45011 members 
Mstep: Class 20 contains 44314 members 
Mstep: Class 21 contains 44087 members 
Mstep: Class 22 contains 14333 members 
Mstep: Class 23 contains 31544 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52784 members 
Mstep: Class 27 contains 48368 members 
Mstep: Class 28 contains 35474 members 
Mstep: Class 29 contains 41582 members 
Mstep: Class 30 contains 12224 members 
Mstep: Class 31 contains 43390 members 
Mstep: Class 32 contains 12384 members 
Mstep: Class 33 contains 44933 members 
Mstep: Class 34 contains 20256 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42161 members 
Mstep: Class 37 contains 69753 members 
Mstep: Class 38 contains 45566 members 
Mstep: Class 39 contains 44158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420720.000000 Penalty: 134736.734375
Iteration 144Q: 40 clusters Score -1.964207e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 14044 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41760 members 
Mstep: Class 7 contains 23750 members 
Mstep: Class 8 contains 37520 members 
Mstep: Class 9 contains 42675 members 
Mstep: Class 10 contains 25903 members 
Mstep: Class 11 contains 35706 members 
Mstep: Class 12 contains 19881 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8490 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46414 members 
Mstep: Class 17 contains 52357 members 
Mstep: Class 18 contains 14540 members 
Mstep: Class 19 contains 45008 members 
Mstep: Class 20 contains 44293 members 
Mstep: Class 21 contains 44062 members 
Mstep: Class 22 contains 14327 members 
Mstep: Class 23 contains 31523 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52811 members 
Mstep: Class 27 contains 48365 members 
Mstep: Class 28 contains 35593 members 
Mstep: Class 29 contains 41577 members 
Mstep: Class 30 contains 12225 members 
Mstep: Class 31 contains 43388 members 
Mstep: Class 32 contains 12384 members 
Mstep: Class 33 contains 44893 members 
Mstep: Class 34 contains 20237 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42174 members 
Mstep: Class 37 contains 69787 members 
Mstep: Class 38 contains 45540 members 
Mstep: Class 39 contains 44161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420720.000000 Penalty: 134736.734375
Iteration 145Q: 40 clusters Score -1.964207e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41786 members 
Mstep: Class 7 contains 23744 members 
Mstep: Class 8 contains 37444 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 25910 members 
Mstep: Class 11 contains 35688 members 
Mstep: Class 12 contains 19901 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 8496 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46422 members 
Mstep: Class 17 contains 52385 members 
Mstep: Class 18 contains 14543 members 
Mstep: Class 19 contains 45001 members 
Mstep: Class 20 contains 44283 members 
Mstep: Class 21 contains 44043 members 
Mstep: Class 22 contains 14317 members 
Mstep: Class 23 contains 31494 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52829 members 
Mstep: Class 27 contains 48366 members 
Mstep: Class 28 contains 35733 members 
Mstep: Class 29 contains 41573 members 
Mstep: Class 30 contains 12224 members 
Mstep: Class 31 contains 43388 members 
Mstep: Class 32 contains 12384 members 
Mstep: Class 33 contains 44858 members 
Mstep: Class 34 contains 20228 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42188 members 
Mstep: Class 37 contains 69801 members 
Mstep: Class 38 contains 45539 members 
Mstep: Class 39 contains 44141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420608.000000 Penalty: 134736.734375
Iteration 146Q: 40 clusters Score -1.964206e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41824 members 
Mstep: Class 7 contains 23737 members 
Mstep: Class 8 contains 37374 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 25899 members 
Mstep: Class 11 contains 35694 members 
Mstep: Class 12 contains 19931 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 8492 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46411 members 
Mstep: Class 17 contains 52420 members 
Mstep: Class 18 contains 14540 members 
Mstep: Class 19 contains 44996 members 
Mstep: Class 20 contains 44277 members 
Mstep: Class 21 contains 44036 members 
Mstep: Class 22 contains 14304 members 
Mstep: Class 23 contains 31481 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52825 members 
Mstep: Class 27 contains 48369 members 
Mstep: Class 28 contains 35862 members 
Mstep: Class 29 contains 41557 members 
Mstep: Class 30 contains 12221 members 
Mstep: Class 31 contains 43386 members 
Mstep: Class 32 contains 12388 members 
Mstep: Class 33 contains 44821 members 
Mstep: Class 34 contains 20218 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42200 members 
Mstep: Class 37 contains 69806 members 
Mstep: Class 38 contains 45522 members 
Mstep: Class 39 contains 44156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420896.000000 Penalty: 134736.734375
Iteration 147Q: 40 clusters Score -1.964209e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41865 members 
Mstep: Class 7 contains 23729 members 
Mstep: Class 8 contains 37294 members 
Mstep: Class 9 contains 42677 members 
Mstep: Class 10 contains 25889 members 
Mstep: Class 11 contains 35703 members 
Mstep: Class 12 contains 19944 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 8494 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46401 members 
Mstep: Class 17 contains 52470 members 
Mstep: Class 18 contains 14537 members 
Mstep: Class 19 contains 45001 members 
Mstep: Class 20 contains 44283 members 
Mstep: Class 21 contains 44022 members 
Mstep: Class 22 contains 14294 members 
Mstep: Class 23 contains 31461 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52827 members 
Mstep: Class 27 contains 48353 members 
Mstep: Class 28 contains 36018 members 
Mstep: Class 29 contains 41536 members 
Mstep: Class 30 contains 12218 members 
Mstep: Class 31 contains 43371 members 
Mstep: Class 32 contains 12387 members 
Mstep: Class 33 contains 44797 members 
Mstep: Class 34 contains 20208 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42207 members 
Mstep: Class 37 contains 69815 members 
Mstep: Class 38 contains 45485 members 
Mstep: Class 39 contains 44173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420992.000000 Penalty: 134736.734375
Iteration 148Q: 40 clusters Score -1.96421e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 8070 members 
Mstep: Class 3 contains 13949 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41924 members 
Mstep: Class 7 contains 23718 members 
Mstep: Class 8 contains 37205 members 
Mstep: Class 9 contains 42670 members 
Mstep: Class 10 contains 25870 members 
Mstep: Class 11 contains 35721 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 8496 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46406 members 
Mstep: Class 17 contains 52479 members 
Mstep: Class 18 contains 14532 members 
Mstep: Class 19 contains 45004 members 
Mstep: Class 20 contains 44279 members 
Mstep: Class 21 contains 44003 members 
Mstep: Class 22 contains 14290 members 
Mstep: Class 23 contains 31446 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52818 members 
Mstep: Class 27 contains 48341 members 
Mstep: Class 28 contains 36186 members 
Mstep: Class 29 contains 41525 members 
Mstep: Class 30 contains 12219 members 
Mstep: Class 31 contains 43348 members 
Mstep: Class 32 contains 12391 members 
Mstep: Class 33 contains 44770 members 
Mstep: Class 34 contains 20185 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42221 members 
Mstep: Class 37 contains 69833 members 
Mstep: Class 38 contains 45479 members 
Mstep: Class 39 contains 44190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420816.000000 Penalty: 134736.734375
Iteration 149Q: 40 clusters Score -1.964208e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 13922 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 41985 members 
Mstep: Class 7 contains 23704 members 
Mstep: Class 8 contains 37130 members 
Mstep: Class 9 contains 42665 members 
Mstep: Class 10 contains 25855 members 
Mstep: Class 11 contains 35724 members 
Mstep: Class 12 contains 19967 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46410 members 
Mstep: Class 17 contains 52488 members 
Mstep: Class 18 contains 14528 members 
Mstep: Class 19 contains 45001 members 
Mstep: Class 20 contains 44274 members 
Mstep: Class 21 contains 43992 members 
Mstep: Class 22 contains 14284 members 
Mstep: Class 23 contains 31434 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52810 members 
Mstep: Class 27 contains 48316 members 
Mstep: Class 28 contains 36337 members 
Mstep: Class 29 contains 41525 members 
Mstep: Class 30 contains 12217 members 
Mstep: Class 31 contains 43344 members 
Mstep: Class 32 contains 12393 members 
Mstep: Class 33 contains 44727 members 
Mstep: Class 34 contains 20170 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42230 members 
Mstep: Class 37 contains 69858 members 
Mstep: Class 38 contains 45475 members 
Mstep: Class 39 contains 44186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420528.000000 Penalty: 134736.734375
Iteration 150Q: 40 clusters Score -1.964205e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 13905 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42024 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 37072 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 25842 members 
Mstep: Class 11 contains 35735 members 
Mstep: Class 12 contains 19979 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8499 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 52490 members 
Mstep: Class 18 contains 14527 members 
Mstep: Class 19 contains 44997 members 
Mstep: Class 20 contains 44269 members 
Mstep: Class 21 contains 43982 members 
Mstep: Class 22 contains 14277 members 
Mstep: Class 23 contains 31417 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52815 members 
Mstep: Class 27 contains 48321 members 
Mstep: Class 28 contains 36467 members 
Mstep: Class 29 contains 41513 members 
Mstep: Class 30 contains 12218 members 
Mstep: Class 31 contains 43345 members 
Mstep: Class 32 contains 12392 members 
Mstep: Class 33 contains 44685 members 
Mstep: Class 34 contains 20148 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42247 members 
Mstep: Class 37 contains 69879 members 
Mstep: Class 38 contains 45473 members 
Mstep: Class 39 contains 44185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420496.000000 Penalty: 134736.734375
Iteration 151Q: 40 clusters Score -1.964205e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 8080 members 
Mstep: Class 3 contains 13901 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42044 members 
Mstep: Class 7 contains 23676 members 
Mstep: Class 8 contains 37012 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 25840 members 
Mstep: Class 11 contains 35732 members 
Mstep: Class 12 contains 19997 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 52496 members 
Mstep: Class 18 contains 14529 members 
Mstep: Class 19 contains 44990 members 
Mstep: Class 20 contains 44259 members 
Mstep: Class 21 contains 43977 members 
Mstep: Class 22 contains 14270 members 
Mstep: Class 23 contains 31404 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52827 members 
Mstep: Class 27 contains 48315 members 
Mstep: Class 28 contains 36585 members 
Mstep: Class 29 contains 41500 members 
Mstep: Class 30 contains 12218 members 
Mstep: Class 31 contains 43341 members 
Mstep: Class 32 contains 12396 members 
Mstep: Class 33 contains 44657 members 
Mstep: Class 34 contains 20124 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42260 members 
Mstep: Class 37 contains 69888 members 
Mstep: Class 38 contains 45480 members 
Mstep: Class 39 contains 44181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420816.000000 Penalty: 134736.734375
Iteration 152Q: 40 clusters Score -1.964208e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 8083 members 
Mstep: Class 3 contains 13885 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42077 members 
Mstep: Class 7 contains 23659 members 
Mstep: Class 8 contains 36946 members 
Mstep: Class 9 contains 42672 members 
Mstep: Class 10 contains 25827 members 
Mstep: Class 11 contains 35714 members 
Mstep: Class 12 contains 20022 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8499 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46408 members 
Mstep: Class 17 contains 52504 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 44983 members 
Mstep: Class 20 contains 44254 members 
Mstep: Class 21 contains 43972 members 
Mstep: Class 22 contains 14270 members 
Mstep: Class 23 contains 31389 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52811 members 
Mstep: Class 27 contains 48311 members 
Mstep: Class 28 contains 36712 members 
Mstep: Class 29 contains 41484 members 
Mstep: Class 30 contains 12220 members 
Mstep: Class 31 contains 43363 members 
Mstep: Class 32 contains 12403 members 
Mstep: Class 33 contains 44620 members 
Mstep: Class 34 contains 20106 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42279 members 
Mstep: Class 37 contains 69904 members 
Mstep: Class 38 contains 45471 members 
Mstep: Class 39 contains 44180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420976.000000 Penalty: 134736.734375
Iteration 153Q: 40 clusters Score -1.96421e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 8082 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42105 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 36877 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 25818 members 
Mstep: Class 11 contains 35701 members 
Mstep: Class 12 contains 20038 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46410 members 
Mstep: Class 17 contains 52520 members 
Mstep: Class 18 contains 14525 members 
Mstep: Class 19 contains 44979 members 
Mstep: Class 20 contains 44252 members 
Mstep: Class 21 contains 43976 members 
Mstep: Class 22 contains 14271 members 
Mstep: Class 23 contains 31378 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52797 members 
Mstep: Class 27 contains 48307 members 
Mstep: Class 28 contains 36853 members 
Mstep: Class 29 contains 41470 members 
Mstep: Class 30 contains 12223 members 
Mstep: Class 31 contains 43369 members 
Mstep: Class 32 contains 12401 members 
Mstep: Class 33 contains 44594 members 
Mstep: Class 34 contains 20091 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42289 members 
Mstep: Class 37 contains 69915 members 
Mstep: Class 38 contains 45466 members 
Mstep: Class 39 contains 44177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420992.000000 Penalty: 134736.734375
Iteration 154Q: 40 clusters Score -1.96421e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 8082 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42141 members 
Mstep: Class 7 contains 23628 members 
Mstep: Class 8 contains 36798 members 
Mstep: Class 9 contains 42676 members 
Mstep: Class 10 contains 25809 members 
Mstep: Class 11 contains 35681 members 
Mstep: Class 12 contains 20059 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 8500 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46419 members 
Mstep: Class 17 contains 52526 members 
Mstep: Class 18 contains 14528 members 
Mstep: Class 19 contains 44975 members 
Mstep: Class 20 contains 44246 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 14265 members 
Mstep: Class 23 contains 31366 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52810 members 
Mstep: Class 27 contains 48297 members 
Mstep: Class 28 contains 36986 members 
Mstep: Class 29 contains 41458 members 
Mstep: Class 30 contains 12217 members 
Mstep: Class 31 contains 43371 members 
Mstep: Class 32 contains 12405 members 
Mstep: Class 33 contains 44588 members 
Mstep: Class 34 contains 20077 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42302 members 
Mstep: Class 37 contains 69932 members 
Mstep: Class 38 contains 45476 members 
Mstep: Class 39 contains 44136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421152.000000 Penalty: 134736.734375
Iteration 155Q: 40 clusters Score -1.964212e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 8082 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42173 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 36747 members 
Mstep: Class 9 contains 42672 members 
Mstep: Class 10 contains 25807 members 
Mstep: Class 11 contains 35631 members 
Mstep: Class 12 contains 20077 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46418 members 
Mstep: Class 17 contains 52529 members 
Mstep: Class 18 contains 14529 members 
Mstep: Class 19 contains 44975 members 
Mstep: Class 20 contains 44246 members 
Mstep: Class 21 contains 43958 members 
Mstep: Class 22 contains 14260 members 
Mstep: Class 23 contains 31361 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52803 members 
Mstep: Class 27 contains 48283 members 
Mstep: Class 28 contains 37098 members 
Mstep: Class 29 contains 41447 members 
Mstep: Class 30 contains 12214 members 
Mstep: Class 31 contains 43419 members 
Mstep: Class 32 contains 12405 members 
Mstep: Class 33 contains 44568 members 
Mstep: Class 34 contains 20052 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42314 members 
Mstep: Class 37 contains 69935 members 
Mstep: Class 38 contains 45483 members 
Mstep: Class 39 contains 44143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196420896.000000 Penalty: 134736.734375
Iteration 156Q: 40 clusters Score -1.964209e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 8084 members 
Mstep: Class 3 contains 13820 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42197 members 
Mstep: Class 7 contains 23602 members 
Mstep: Class 8 contains 36724 members 
Mstep: Class 9 contains 42670 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 35617 members 
Mstep: Class 12 contains 20092 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 8502 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46420 members 
Mstep: Class 17 contains 52531 members 
Mstep: Class 18 contains 14532 members 
Mstep: Class 19 contains 44974 members 
Mstep: Class 20 contains 44235 members 
Mstep: Class 21 contains 43953 members 
Mstep: Class 22 contains 14262 members 
Mstep: Class 23 contains 31333 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52786 members 
Mstep: Class 27 contains 48271 members 
Mstep: Class 28 contains 37198 members 
Mstep: Class 29 contains 41444 members 
Mstep: Class 30 contains 12211 members 
Mstep: Class 31 contains 43452 members 
Mstep: Class 32 contains 12409 members 
Mstep: Class 33 contains 44541 members 
Mstep: Class 34 contains 20032 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42326 members 
Mstep: Class 37 contains 69950 members 
Mstep: Class 38 contains 45496 members 
Mstep: Class 39 contains 44136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421216.000000 Penalty: 134736.734375
Iteration 157Q: 40 clusters Score -1.964212e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42211 members 
Mstep: Class 7 contains 23589 members 
Mstep: Class 8 contains 36703 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 10 contains 25784 members 
Mstep: Class 11 contains 35586 members 
Mstep: Class 12 contains 20115 members 
Mstep: Class 13 contains 5863 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46402 members 
Mstep: Class 17 contains 52534 members 
Mstep: Class 18 contains 14525 members 
Mstep: Class 19 contains 44972 members 
Mstep: Class 20 contains 44231 members 
Mstep: Class 21 contains 43937 members 
Mstep: Class 22 contains 14263 members 
Mstep: Class 23 contains 31322 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52794 members 
Mstep: Class 27 contains 48261 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 41432 members 
Mstep: Class 30 contains 12211 members 
Mstep: Class 31 contains 43467 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 44523 members 
Mstep: Class 34 contains 20004 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42341 members 
Mstep: Class 37 contains 69963 members 
Mstep: Class 38 contains 45508 members 
Mstep: Class 39 contains 44152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421168.000000 Penalty: 134736.734375
Iteration 158Q: 40 clusters Score -1.964212e+08 nChanged 1263
Entering ConstructFrom: 
Score: -196421168.000000 Penalty: 134736.734375
Entering ConstructFrom: 
Trying to split cluster 1 (45197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Entering Unmasked Estep 
Score: -8117948.000000 Penalty: 2658.259033
	Iteration 0F: 2 clusters Score -8117948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -8088116.000000 Penalty: 5316.518066
	Iteration 0F: 3 clusters Score -8088116 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -8099563.500000 Penalty: 5316.518066
	Iteration 1F: 3 clusters Score -8099564 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -8100164.000000 Penalty: 5316.518066
	Iteration 2Q: 3 clusters Score -8100164 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -8100792.500000 Penalty: 5316.518066
	Iteration 3Q: 3 clusters Score -8100792 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -8101692.000000 Penalty: 5316.518066
	Iteration 4Q: 3 clusters Score -8101692 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -8103077.000000 Penalty: 5316.518066
	Iteration 5F: 3 clusters Score -8103077 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -8105294.500000 Penalty: 5316.518066
	Iteration 6F: 3 clusters Score -8105294 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -8108421.000000 Penalty: 5316.518066
	Iteration 7F: 3 clusters Score -8108421 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8111463.500000 Penalty: 5316.518066
	Iteration 8F: 3 clusters Score -8111464 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -8113578.500000 Penalty: 5316.518066
	Iteration 9F: 3 clusters Score -8113578 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8114656.000000 Penalty: 5316.518066
	Iteration 10Q: 3 clusters Score -8114656 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -8115139.500000 Penalty: 5316.518066
	Iteration 11Q: 3 clusters Score -8115140 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8115404.000000 Penalty: 5316.518066
	Iteration 12Q: 3 clusters Score -8115404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8115531.000000 Penalty: 5316.518066
	Iteration 13Q: 3 clusters Score -8115531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8115578.000000 Penalty: 5316.518066
	Iteration 14Q: 3 clusters Score -8115578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8115603.000000 Penalty: 5316.518066
	Iteration 15Q: 3 clusters Score -8115603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8115612.500000 Penalty: 5316.518066
	Iteration 16Q: 3 clusters Score -8115612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8115620.500000 Penalty: 5316.518066
	Iteration 17Q: 3 clusters Score -8115620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -8115632.500000 Penalty: 5316.518066
	Iteration 18Q: 3 clusters Score -8115632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8115648.000000 Penalty: 5316.518066
	Iteration 19Q: 3 clusters Score -8115648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8115661.500000 Penalty: 5316.518066
	Iteration 20F: 3 clusters Score -8115662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -8115684.000000 Penalty: 5316.518066
	Iteration 21Q: 3 clusters Score -8115684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -8115691.000000 Penalty: 5316.518066
	Iteration 22Q: 3 clusters Score -8115691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8115698.500000 Penalty: 5316.518066
	Iteration 23Q: 3 clusters Score -8115698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8115698.500000 Penalty: 5316.518066
	Iteration 24F: 3 clusters Score -8115698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -1414906.500000 Penalty: 2231.629883
	Iteration 0F: 2 clusters Score -1414906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1408395.000000 Penalty: 4463.259766
	Iteration 0F: 3 clusters Score -1408395 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1410460.000000 Penalty: 4463.259766
	Iteration 1F: 3 clusters Score -1410460 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1411251.625000 Penalty: 4463.259766
	Iteration 2F: 3 clusters Score -1411252 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1411877.375000 Penalty: 4463.259766
	Iteration 3F: 3 clusters Score -1411877 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1412424.500000 Penalty: 4463.259766
	Iteration 4F: 3 clusters Score -1412424 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1412851.875000 Penalty: 4463.259766
	Iteration 5F: 3 clusters Score -1412852 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1413199.125000 Penalty: 4463.259766
	Iteration 6F: 3 clusters Score -1413199 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1413488.625000 Penalty: 4463.259766
	Iteration 7Q: 3 clusters Score -1413489 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1413714.000000 Penalty: 4463.259766
	Iteration 8Q: 3 clusters Score -1413714 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1413884.250000 Penalty: 4463.259766
	Iteration 9Q: 3 clusters Score -1413884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1413976.750000 Penalty: 4463.259766
	Iteration 10Q: 3 clusters Score -1413977 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1414048.000000 Penalty: 4463.259766
	Iteration 11Q: 3 clusters Score -1414048 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1414112.750000 Penalty: 4463.259766
	Iteration 12Q: 3 clusters Score -1414113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1414162.250000 Penalty: 4463.259766
	Iteration 13Q: 3 clusters Score -1414162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1414197.875000 Penalty: 4463.259766
	Iteration 14Q: 3 clusters Score -1414198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1414221.625000 Penalty: 4463.259766
	Iteration 15Q: 3 clusters Score -1414222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1414233.625000 Penalty: 4463.259766
	Iteration 16Q: 3 clusters Score -1414234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1414239.750000 Penalty: 4463.259766
	Iteration 17Q: 3 clusters Score -1414240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1414249.125000 Penalty: 4463.259766
	Iteration 18Q: 3 clusters Score -1414249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1414248.000000 Penalty: 4463.259766
	Iteration 19Q: 3 clusters Score -1414248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1414251.625000 Penalty: 4463.259766
	Iteration 20F: 3 clusters Score -1414252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1414256.375000 Penalty: 4463.259766
	Iteration 21Q: 3 clusters Score -1414256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1414255.250000 Penalty: 4463.259766
	Iteration 22Q: 3 clusters Score -1414255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1414256.625000 Penalty: 4463.259766
	Iteration 23Q: 3 clusters Score -1414257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1414256.625000 Penalty: 4463.259766
	Iteration 24F: 3 clusters Score -1414257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -2477738.250000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -2477738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2467672.250000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -2467672 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2470922.500000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -2470922 nChanged 771
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2471246 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2471513.750000 Penalty: 4727.758789
	Iteration 3Q: 3 clusters Score -2471514 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2471746 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2471950 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2472150.750000 Penalty: 4727.758789
	Iteration 6Q: 3 clusters Score -2472151 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2472373.500000 Penalty: 4727.758789
	Iteration 7Q: 3 clusters Score -2472374 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2472567 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2472747.500000 Penalty: 4727.758789
	Iteration 9Q: 3 clusters Score -2472748 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2472903.250000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -2472903 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2473041.250000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -2473041 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2473159.000000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -2473159 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2473285.250000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -2473285 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2473376.000000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -2473376 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2473447 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2473517.750000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -2473518 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2473612.500000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -2473612 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2473706.500000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -2473706 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2473792.750000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -2473793 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2473893.000000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -2473893 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2473976.500000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -2473976 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2474046.500000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -2474046 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2474109.750000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -2474110 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2474162.750000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -2474163 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2474208.000000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -2474208 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2474243.000000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -2474243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2474273.000000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -2474273 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2474312.250000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -2474312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2474347.000000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -2474347 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2474373.000000 Penalty: 4727.758789
	Iteration 30Q: 3 clusters Score -2474373 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2474401.750000 Penalty: 4727.758789
	Iteration 31Q: 3 clusters Score -2474402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2474428.500000 Penalty: 4727.758789
	Iteration 32Q: 3 clusters Score -2474428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2474465.500000 Penalty: 4727.758789
	Iteration 33Q: 3 clusters Score -2474466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2474495.750000 Penalty: 4727.758789
	Iteration 34Q: 3 clusters Score -2474496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2474528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2474553.500000 Penalty: 4727.758789
	Iteration 36Q: 3 clusters Score -2474554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2474567.500000 Penalty: 4727.758789
	Iteration 37Q: 3 clusters Score -2474568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2474577.500000 Penalty: 4727.758789
	Iteration 38Q: 3 clusters Score -2474578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2474581.250000 Penalty: 4727.758789
	Iteration 39Q: 3 clusters Score -2474581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2474596.750000 Penalty: 4727.758789
	Iteration 40F: 3 clusters Score -2474597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2474616.000000 Penalty: 4727.758789
	Iteration 41Q: 3 clusters Score -2474616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2474621.500000 Penalty: 4727.758789
	Iteration 42Q: 3 clusters Score -2474622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2474633.000000 Penalty: 4727.758789
	Iteration 43Q: 3 clusters Score -2474633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2474640.250000 Penalty: 4727.758789
	Iteration 44Q: 3 clusters Score -2474640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2474645.500000 Penalty: 4727.758789
	Iteration 45Q: 3 clusters Score -2474646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2474658.750000 Penalty: 4727.758789
	Iteration 46Q: 3 clusters Score -2474659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2474669.250000 Penalty: 4727.758789
	Iteration 47Q: 3 clusters Score -2474669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2474678.000000 Penalty: 4727.758789
	Iteration 48Q: 3 clusters Score -2474678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2474695.500000 Penalty: 4727.758789
	Iteration 49Q: 3 clusters Score -2474696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2474718.500000 Penalty: 4727.758789
	Iteration 50Q: 3 clusters Score -2474718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2474750.000000 Penalty: 4727.758789
	Iteration 51Q: 3 clusters Score -2474750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2474756.000000 Penalty: 4727.758789
	Iteration 52Q: 3 clusters Score -2474756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2474768.500000 Penalty: 4727.758789
	Iteration 53Q: 3 clusters Score -2474768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2474786.750000 Penalty: 4727.758789
	Iteration 54Q: 3 clusters Score -2474787 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2474803.250000 Penalty: 4727.758789
	Iteration 55Q: 3 clusters Score -2474803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2474820.750000 Penalty: 4727.758789
	Iteration 56Q: 3 clusters Score -2474821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2474826.000000 Penalty: 4727.758789
	Iteration 57Q: 3 clusters Score -2474826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2474837.750000 Penalty: 4727.758789
	Iteration 58Q: 3 clusters Score -2474838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2474846.250000 Penalty: 4727.758789
	Iteration 59Q: 3 clusters Score -2474846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2474852.500000 Penalty: 4727.758789
	Iteration 60F: 3 clusters Score -2474852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2474868.000000 Penalty: 4727.758789
	Iteration 61Q: 3 clusters Score -2474868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2474874.250000 Penalty: 4727.758789
	Iteration 62Q: 3 clusters Score -2474874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2474888.500000 Penalty: 4727.758789
	Iteration 63Q: 3 clusters Score -2474888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2474903.000000 Penalty: 4727.758789
	Iteration 64Q: 3 clusters Score -2474903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2474910.750000 Penalty: 4727.758789
	Iteration 65Q: 3 clusters Score -2474911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2474923.000000 Penalty: 4727.758789
	Iteration 66Q: 3 clusters Score -2474923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2474943.250000 Penalty: 4727.758789
	Iteration 67Q: 3 clusters Score -2474943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2474962.000000 Penalty: 4727.758789
	Iteration 68Q: 3 clusters Score -2474962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2474972.000000 Penalty: 4727.758789
	Iteration 69Q: 3 clusters Score -2474972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2474988.250000 Penalty: 4727.758789
	Iteration 70Q: 3 clusters Score -2474988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2475004.250000 Penalty: 4727.758789
	Iteration 71Q: 3 clusters Score -2475004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2475021.250000 Penalty: 4727.758789
	Iteration 72Q: 3 clusters Score -2475021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2475038.000000 Penalty: 4727.758789
	Iteration 73Q: 3 clusters Score -2475038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2475049.000000 Penalty: 4727.758789
	Iteration 74Q: 3 clusters Score -2475049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2475061.000000 Penalty: 4727.758789
	Iteration 75Q: 3 clusters Score -2475061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2475067.250000 Penalty: 4727.758789
	Iteration 76Q: 3 clusters Score -2475067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2475078.500000 Penalty: 4727.758789
	Iteration 77Q: 3 clusters Score -2475078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2475092.750000 Penalty: 4727.758789
	Iteration 78Q: 3 clusters Score -2475093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2475105.000000 Penalty: 4727.758789
	Iteration 79Q: 3 clusters Score -2475105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2475126.250000 Penalty: 4727.758789
	Iteration 80F: 3 clusters Score -2475126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2475138.750000 Penalty: 4727.758789
	Iteration 81Q: 3 clusters Score -2475139 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2475157.500000 Penalty: 4727.758789
	Iteration 82Q: 3 clusters Score -2475158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2475170.500000 Penalty: 4727.758789
	Iteration 83Q: 3 clusters Score -2475170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2475184.250000 Penalty: 4727.758789
	Iteration 84Q: 3 clusters Score -2475184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2475206.750000 Penalty: 4727.758789
	Iteration 85Q: 3 clusters Score -2475207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2475234.750000 Penalty: 4727.758789
	Iteration 86Q: 3 clusters Score -2475235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2475258.250000 Penalty: 4727.758789
	Iteration 87Q: 3 clusters Score -2475258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2475289.500000 Penalty: 4727.758789
	Iteration 88Q: 3 clusters Score -2475290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2475319.000000 Penalty: 4727.758789
	Iteration 89Q: 3 clusters Score -2475319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2475343.500000 Penalty: 4727.758789
	Iteration 90Q: 3 clusters Score -2475344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2475349.750000 Penalty: 4727.758789
	Iteration 91Q: 3 clusters Score -2475350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2475376.000000 Penalty: 4727.758789
	Iteration 92Q: 3 clusters Score -2475376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2475394.750000 Penalty: 4727.758789
	Iteration 93Q: 3 clusters Score -2475395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2475403.750000 Penalty: 4727.758789
	Iteration 94Q: 3 clusters Score -2475404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2475420.250000 Penalty: 4727.758789
	Iteration 95Q: 3 clusters Score -2475420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2475431.000000 Penalty: 4727.758789
	Iteration 96Q: 3 clusters Score -2475431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2475437.500000 Penalty: 4727.758789
	Iteration 97Q: 3 clusters Score -2475438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2475443.000000 Penalty: 4727.758789
	Iteration 98Q: 3 clusters Score -2475443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2475442.750000 Penalty: 4727.758789
	Iteration 99Q: 3 clusters Score -2475443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2475445.250000 Penalty: 4727.758789
	Iteration 100F: 3 clusters Score -2475445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2475450.500000 Penalty: 4727.758789
	Iteration 101Q: 3 clusters Score -2475450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2475459.750000 Penalty: 4727.758789
	Iteration 102Q: 3 clusters Score -2475460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2475463.750000 Penalty: 4727.758789
	Iteration 103Q: 3 clusters Score -2475464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2475471.500000 Penalty: 4727.758789
	Iteration 104Q: 3 clusters Score -2475472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2475488.750000 Penalty: 4727.758789
	Iteration 105Q: 3 clusters Score -2475489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2475499.500000 Penalty: 4727.758789
	Iteration 106Q: 3 clusters Score -2475500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2475506.250000 Penalty: 4727.758789
	Iteration 107Q: 3 clusters Score -2475506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2475514.500000 Penalty: 4727.758789
	Iteration 108Q: 3 clusters Score -2475514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2475532.750000 Penalty: 4727.758789
	Iteration 109Q: 3 clusters Score -2475533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2475545.500000 Penalty: 4727.758789
	Iteration 110Q: 3 clusters Score -2475546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2475553.500000 Penalty: 4727.758789
	Iteration 111Q: 3 clusters Score -2475554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2475564.000000 Penalty: 4727.758789
	Iteration 112Q: 3 clusters Score -2475564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2475585.750000 Penalty: 4727.758789
	Iteration 113Q: 3 clusters Score -2475586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2475595.000000 Penalty: 4727.758789
	Iteration 114Q: 3 clusters Score -2475595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2475606.250000 Penalty: 4727.758789
	Iteration 115Q: 3 clusters Score -2475606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2475621.000000 Penalty: 4727.758789
	Iteration 116Q: 3 clusters Score -2475621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2475634.750000 Penalty: 4727.758789
	Iteration 117Q: 3 clusters Score -2475635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2475646.250000 Penalty: 4727.758789
	Iteration 118Q: 3 clusters Score -2475646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2475663.000000 Penalty: 4727.758789
	Iteration 119Q: 3 clusters Score -2475663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2475679.750000 Penalty: 4727.758789
	Iteration 120F: 3 clusters Score -2475680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2475693.000000 Penalty: 4727.758789
	Iteration 121Q: 3 clusters Score -2475693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2475689.250000 Penalty: 4727.758789
	Iteration 122Q: 3 clusters Score -2475689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2475700.000000 Penalty: 4727.758789
	Iteration 123Q: 3 clusters Score -2475700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2475708.000000 Penalty: 4727.758789
	Iteration 124Q: 3 clusters Score -2475708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2475713.000000 Penalty: 4727.758789
	Iteration 125Q: 3 clusters Score -2475713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2475720.750000 Penalty: 4727.758789
	Iteration 126Q: 3 clusters Score -2475721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2475727.750000 Penalty: 4727.758789
	Iteration 127Q: 3 clusters Score -2475728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2475727.500000 Penalty: 4727.758789
	Iteration 128Q: 3 clusters Score -2475728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2475729.500000 Penalty: 4727.758789
	Iteration 129Q: 3 clusters Score -2475730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2475732.750000 Penalty: 4727.758789
	Iteration 130Q: 3 clusters Score -2475733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2475735.750000 Penalty: 4727.758789
	Iteration 131Q: 3 clusters Score -2475736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2475736.500000 Penalty: 4727.758789
	Iteration 132Q: 3 clusters Score -2475736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2475738.250000 Penalty: 4727.758789
	Iteration 133Q: 3 clusters Score -2475738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2475744.000000 Penalty: 4727.758789
	Iteration 134Q: 3 clusters Score -2475744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2475744.000000 Penalty: 4727.758789
	Iteration 135Q: 3 clusters Score -2475744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2475744.250000 Penalty: 4727.758789
	Iteration 136Q: 3 clusters Score -2475744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2475748.000000 Penalty: 4727.758789
	Iteration 137Q: 3 clusters Score -2475748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2475752.000000 Penalty: 4727.758789
	Iteration 138Q: 3 clusters Score -2475752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2475749.250000 Penalty: 4727.758789
	Iteration 139Q: 3 clusters Score -2475749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2475749.500000 Penalty: 4727.758789
	Iteration 140F: 3 clusters Score -2475750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2475748.500000 Penalty: 4727.758789
	Iteration 141Q: 3 clusters Score -2475748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2475752.250000 Penalty: 4727.758789
	Iteration 142Q: 3 clusters Score -2475752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2475753.750000 Penalty: 4727.758789
	Iteration 143Q: 3 clusters Score -2475754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2475753.000000 Penalty: 4727.758789
	Iteration 144Q: 3 clusters Score -2475753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2475754.000000 Penalty: 4727.758789
	Iteration 145Q: 3 clusters Score -2475754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2475759.000000 Penalty: 4727.758789
	Iteration 146Q: 3 clusters Score -2475759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2475758.750000 Penalty: 4727.758789
	Iteration 147Q: 3 clusters Score -2475759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2475758.500000 Penalty: 4727.758789
	Iteration 148Q: 3 clusters Score -2475758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2475757.000000 Penalty: 4727.758789
	Iteration 149Q: 3 clusters Score -2475757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2475758.000000 Penalty: 4727.758789
	Iteration 150Q: 3 clusters Score -2475758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2475758.500000 Penalty: 4727.758789
	Iteration 151Q: 3 clusters Score -2475758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2475758.250000 Penalty: 4727.758789
	Iteration 152Q: 3 clusters Score -2475758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2475759.750000 Penalty: 4727.758789
	Iteration 153Q: 3 clusters Score -2475760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2475759.000000 Penalty: 4727.758789
	Iteration 154Q: 3 clusters Score -2475759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2475760.000000 Penalty: 4727.758789
	Iteration 155Q: 3 clusters Score -2475760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2475760.000000 Penalty: 4727.758789
	Iteration 156F: 3 clusters Score -2475760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -209877.656250 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -209877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -207682.109375 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -207682.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208393.171875 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -208393.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -208736.875000 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -208736.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -208921.125000 Penalty: 3609.514893
	Iteration 3F: 3 clusters Score -208921.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -209032.625000 Penalty: 3609.514893
	Iteration 4Q: 3 clusters Score -209032.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -209100.250000 Penalty: 3609.514893
	Iteration 5Q: 3 clusters Score -209100.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -209200.281250 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -209200.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209308.734375 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -209308.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -209356.281250 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -209356.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -209385.390625 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -209385.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -209398.562500 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -209398.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -209412.218750 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -209412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209421.562500 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -209421.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209453.875000 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -209453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209499.453125 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -209499.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209538.421875 Penalty: 3609.514893
	Iteration 15Q: 3 clusters Score -209538.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -209610.296875 Penalty: 3609.514893
	Iteration 16Q: 3 clusters Score -209610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209670.109375 Penalty: 3609.514893
	Iteration 17Q: 3 clusters Score -209670.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209733.953125 Penalty: 3609.514893
	Iteration 18Q: 3 clusters Score -209734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209830.406250 Penalty: 3609.514893
	Iteration 19Q: 3 clusters Score -209830.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209972.703125 Penalty: 3609.514893
	Iteration 20F: 3 clusters Score -209972.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210168.437500 Penalty: 3609.514893
	Iteration 21Q: 3 clusters Score -210168.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210299.468750 Penalty: 3609.514893
	Iteration 22Q: 3 clusters Score -210299.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210381.515625 Penalty: 3609.514893
	Iteration 23Q: 3 clusters Score -210381.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210466.656250 Penalty: 3609.514893
	Iteration 24Q: 3 clusters Score -210466.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210555.968750 Penalty: 3609.514893
	Iteration 25Q: 3 clusters Score -210556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -210596.046875 Penalty: 3609.514893
	Iteration 26Q: 3 clusters Score -210596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210635.875000 Penalty: 3609.514893
	Iteration 27Q: 3 clusters Score -210635.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210664.921875 Penalty: 3609.514893
	Iteration 28Q: 3 clusters Score -210664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210683.203125 Penalty: 3609.514893
	Iteration 29Q: 3 clusters Score -210683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -210694.656250 Penalty: 3609.514893
	Iteration 30Q: 3 clusters Score -210694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -210700.125000 Penalty: 3609.514893
	Iteration 31Q: 3 clusters Score -210700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -210701.234375 Penalty: 3609.514893
	Iteration 32Q: 3 clusters Score -210701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -210702.171875 Penalty: 3609.514893
	Iteration 33Q: 3 clusters Score -210702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -210714.843750 Penalty: 3609.514893
	Iteration 34F: 3 clusters Score -210714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -210754.156250 Penalty: 3609.514893
	Iteration 35Q: 3 clusters Score -210754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -210794.390625 Penalty: 3609.514893
	Iteration 36Q: 3 clusters Score -210794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -210837.343750 Penalty: 3609.514893
	Iteration 37Q: 3 clusters Score -210837.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -210871.156250 Penalty: 3609.514893
	Iteration 38Q: 3 clusters Score -210871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -210884.828125 Penalty: 3609.514893
	Iteration 39Q: 3 clusters Score -210884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -210896.765625 Penalty: 3609.514893
	Iteration 40F: 3 clusters Score -210896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210909.562500 Penalty: 3609.514893
	Iteration 41Q: 3 clusters Score -210909.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210928.031250 Penalty: 3609.514893
	Iteration 42Q: 3 clusters Score -210928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -210963.890625 Penalty: 3609.514893
	Iteration 43Q: 3 clusters Score -210963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -211017.812500 Penalty: 3609.514893
	Iteration 44Q: 3 clusters Score -211017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -211039.406250 Penalty: 3609.514893
	Iteration 45Q: 3 clusters Score -211039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -211073.703125 Penalty: 3609.514893
	Iteration 46Q: 3 clusters Score -211073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -211087.765625 Penalty: 3609.514893
	Iteration 47Q: 3 clusters Score -211087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -211104.390625 Penalty: 3609.514893
	Iteration 48Q: 3 clusters Score -211104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -211107.890625 Penalty: 3609.514893
	Iteration 49Q: 3 clusters Score -211107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -211110.296875 Penalty: 3609.514893
	Iteration 50Q: 3 clusters Score -211110.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -211110.296875 Penalty: 3609.514893
	Iteration 51F: 3 clusters Score -211110.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42227 members 
Mstep: Class 7 contains 23565 members 
Mstep: Class 8 contains 36653 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 10 contains 25774 members 
Mstep: Class 11 contains 35574 members 
Mstep: Class 12 contains 20138 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46393 members 
Mstep: Class 17 contains 52538 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 44973 members 
Mstep: Class 20 contains 44219 members 
Mstep: Class 21 contains 43933 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 31292 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52808 members 
Mstep: Class 27 contains 48265 members 
Mstep: Class 28 contains 37409 members 
Mstep: Class 29 contains 41414 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 43502 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 44486 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42350 members 
Mstep: Class 37 contains 69965 members 
Mstep: Class 38 contains 45532 members 
Mstep: Class 39 contains 44163 members 
Mstep: Class 40 contains 974 members 
Entering Unmasked Estep 
Score: -196420704.000000 Penalty: 138191.531250
Splitting cluster 4 changes total score from -196421168.000000 to -196420704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -96745.406250 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -96745.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95137.890625 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -95137.89 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -95301.687500 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -95301.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -95364.781250 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -95364.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95389.148438 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -95389.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95410.304688 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -95410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -95426.445312 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -95426.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -95431.906250 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -95431.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95436.765625 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -95436.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -95439.726562 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -95439.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95441.539062 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -95441.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95443.023438 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -95443.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95443.023438 Penalty: 3148.305176
	Iteration 11F: 3 clusters Score -95443.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Entering Unmasked Estep 
Score: -7558793.500000 Penalty: 2641.402100
	Iteration 0F: 2 clusters Score -7558794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -7530657.000000 Penalty: 5282.804199
	Iteration 0F: 3 clusters Score -7530657 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7541385.000000 Penalty: 5282.804199
	Iteration 1F: 3 clusters Score -7541385 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -7541893.500000 Penalty: 5282.804199
	Iteration 2Q: 3 clusters Score -7541894 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -7542395.500000 Penalty: 5282.804199
	Iteration 3Q: 3 clusters Score -7542396 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7542957.000000 Penalty: 5282.804199
	Iteration 4Q: 3 clusters Score -7542957 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -7543647.500000 Penalty: 5282.804199
	Iteration 5Q: 3 clusters Score -7543648 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -7544544.500000 Penalty: 5282.804199
	Iteration 6Q: 3 clusters Score -7544544 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -7545756.000000 Penalty: 5282.804199
	Iteration 7F: 3 clusters Score -7545756 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -7547306.500000 Penalty: 5282.804199
	Iteration 8F: 3 clusters Score -7547306 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -7549106.000000 Penalty: 5282.804199
	Iteration 9F: 3 clusters Score -7549106 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7550904.000000 Penalty: 5282.804199
	Iteration 10F: 3 clusters Score -7550904 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -7552545.500000 Penalty: 5282.804199
	Iteration 11F: 3 clusters Score -7552546 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -7553869.000000 Penalty: 5282.804199
	Iteration 12Q: 3 clusters Score -7553869 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7554732.500000 Penalty: 5282.804199
	Iteration 13Q: 3 clusters Score -7554732 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7555317.000000 Penalty: 5282.804199
	Iteration 14Q: 3 clusters Score -7555317 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -7555683.000000 Penalty: 5282.804199
	Iteration 15Q: 3 clusters Score -7555683 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -7555921.500000 Penalty: 5282.804199
	Iteration 16Q: 3 clusters Score -7555922 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -7556091.500000 Penalty: 5282.804199
	Iteration 17Q: 3 clusters Score -7556092 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -7556218.000000 Penalty: 5282.804199
	Iteration 18Q: 3 clusters Score -7556218 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -7556276.500000 Penalty: 5282.804199
	Iteration 19Q: 3 clusters Score -7556276 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -7556344.000000 Penalty: 5282.804199
	Iteration 20F: 3 clusters Score -7556344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -7556358.500000 Penalty: 5282.804199
	Iteration 21Q: 3 clusters Score -7556358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -7556404.000000 Penalty: 5282.804199
	Iteration 22Q: 3 clusters Score -7556404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -7556404.500000 Penalty: 5282.804199
	Iteration 23Q: 3 clusters Score -7556404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -7556427.500000 Penalty: 5282.804199
	Iteration 24Q: 3 clusters Score -7556428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -7556445.000000 Penalty: 5282.804199
	Iteration 25Q: 3 clusters Score -7556445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7556465.000000 Penalty: 5282.804199
	Iteration 26Q: 3 clusters Score -7556465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -7556480.500000 Penalty: 5282.804199
	Iteration 27Q: 3 clusters Score -7556480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -7556498.000000 Penalty: 5282.804199
	Iteration 28Q: 3 clusters Score -7556498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -7556501.500000 Penalty: 5282.804199
	Iteration 29Q: 3 clusters Score -7556502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -7556508.500000 Penalty: 5282.804199
	Iteration 30Q: 3 clusters Score -7556508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -7556523.000000 Penalty: 5282.804199
	Iteration 31Q: 3 clusters Score -7556523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -7556535.500000 Penalty: 5282.804199
	Iteration 32Q: 3 clusters Score -7556536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -7556546.500000 Penalty: 5282.804199
	Iteration 33Q: 3 clusters Score -7556546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -7556552.500000 Penalty: 5282.804199
	Iteration 34Q: 3 clusters Score -7556552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -7556556.000000 Penalty: 5282.804199
	Iteration 35Q: 3 clusters Score -7556556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -7556564.000000 Penalty: 5282.804199
	Iteration 36Q: 3 clusters Score -7556564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -7556572.500000 Penalty: 5282.804199
	Iteration 37Q: 3 clusters Score -7556572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -7556576.500000 Penalty: 5282.804199
	Iteration 38Q: 3 clusters Score -7556576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -7556582.500000 Penalty: 5282.804199
	Iteration 39Q: 3 clusters Score -7556582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -7556583.000000 Penalty: 5282.804199
	Iteration 40F: 3 clusters Score -7556583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -7556589.500000 Penalty: 5282.804199
	Iteration 41Q: 3 clusters Score -7556590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -7556590.500000 Penalty: 5282.804199
	Iteration 42Q: 3 clusters Score -7556590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -7556601.500000 Penalty: 5282.804199
	Iteration 43Q: 3 clusters Score -7556602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7556605.000000 Penalty: 5282.804199
	Iteration 44Q: 3 clusters Score -7556605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -7556605.500000 Penalty: 5282.804199
	Iteration 45Q: 3 clusters Score -7556606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -7556603.000000 Penalty: 5282.804199
	Iteration 46Q: 3 clusters Score -7556603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -7556607.500000 Penalty: 5282.804199
	Iteration 47Q: 3 clusters Score -7556608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -7556603.000000 Penalty: 5282.804199
	Iteration 48Q: 3 clusters Score -7556603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -7556604.000000 Penalty: 5282.804199
	Iteration 49Q: 3 clusters Score -7556604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7556607.500000 Penalty: 5282.804199
	Iteration 50Q: 3 clusters Score -7556608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -7556608.500000 Penalty: 5282.804199
	Iteration 51Q: 3 clusters Score -7556608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -7556610.000000 Penalty: 5282.804199
	Iteration 52Q: 3 clusters Score -7556610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7556615.000000 Penalty: 5282.804199
	Iteration 53Q: 3 clusters Score -7556615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -7556621.000000 Penalty: 5282.804199
	Iteration 54Q: 3 clusters Score -7556621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7556622.000000 Penalty: 5282.804199
	Iteration 55Q: 3 clusters Score -7556622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7556615.500000 Penalty: 5282.804199
	Iteration 56Q: 3 clusters Score -7556616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7556615.500000 Penalty: 5282.804199
	Iteration 57F: 3 clusters Score -7556616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Entering Unmasked Estep 
Score: -4224293.500000 Penalty: 2496.744629
	Iteration 0F: 2 clusters Score -4224294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4207935.000000 Penalty: 4993.489258
	Iteration 0F: 3 clusters Score -4207935 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4213552.500000 Penalty: 4993.489258
	Iteration 1F: 3 clusters Score -4213552 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4213927.000000 Penalty: 4993.489258
	Iteration 2Q: 3 clusters Score -4213927 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4214281.500000 Penalty: 4993.489258
	Iteration 3Q: 3 clusters Score -4214282 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4214569.000000 Penalty: 4993.489258
	Iteration 4Q: 3 clusters Score -4214569 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4214912.000000 Penalty: 4993.489258
	Iteration 5Q: 3 clusters Score -4214912 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4215319.000000 Penalty: 4993.489258
	Iteration 6Q: 3 clusters Score -4215319 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4215846.500000 Penalty: 4993.489258
	Iteration 7Q: 3 clusters Score -4215846 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -4216535.000000 Penalty: 4993.489258
	Iteration 8Q: 3 clusters Score -4216535 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4217389.500000 Penalty: 4993.489258
	Iteration 9F: 3 clusters Score -4217390 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4218314.000000 Penalty: 4993.489258
	Iteration 10F: 3 clusters Score -4218314 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4219276.000000 Penalty: 4993.489258
	Iteration 11F: 3 clusters Score -4219276 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4220176.500000 Penalty: 4993.489258
	Iteration 12Q: 3 clusters Score -4220176 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4220876.000000 Penalty: 4993.489258
	Iteration 13Q: 3 clusters Score -4220876 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4221330.000000 Penalty: 4993.489258
	Iteration 14Q: 3 clusters Score -4221330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4221613.500000 Penalty: 4993.489258
	Iteration 15Q: 3 clusters Score -4221614 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4221767.500000 Penalty: 4993.489258
	Iteration 16Q: 3 clusters Score -4221768 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4221872.500000 Penalty: 4993.489258
	Iteration 17Q: 3 clusters Score -4221872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4221938.500000 Penalty: 4993.489258
	Iteration 18Q: 3 clusters Score -4221938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4221974.000000 Penalty: 4993.489258
	Iteration 19Q: 3 clusters Score -4221974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4222009.000000 Penalty: 4993.489258
	Iteration 20F: 3 clusters Score -4222009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4222026.000000 Penalty: 4993.489258
	Iteration 21Q: 3 clusters Score -4222026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4222045.500000 Penalty: 4993.489258
	Iteration 22Q: 3 clusters Score -4222046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4222060.000000 Penalty: 4993.489258
	Iteration 23Q: 3 clusters Score -4222060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4222070.500000 Penalty: 4993.489258
	Iteration 24Q: 3 clusters Score -4222070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4222072.500000 Penalty: 4993.489258
	Iteration 25Q: 3 clusters Score -4222072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4222073.000000 Penalty: 4993.489258
	Iteration 26Q: 3 clusters Score -4222073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4222075.000000 Penalty: 4993.489258
	Iteration 27Q: 3 clusters Score -4222075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4222076.000000 Penalty: 4993.489258
	Iteration 28Q: 3 clusters Score -4222076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4222076.000000 Penalty: 4993.489258
	Iteration 29F: 3 clusters Score -4222076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Entering Unmasked Estep 
Score: -6591258.000000 Penalty: 2606.294189
	Iteration 0F: 2 clusters Score -6591258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -6566508.000000 Penalty: 5212.588379
	Iteration 0F: 3 clusters Score -6566508 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -6575554.500000 Penalty: 5212.588379
	Iteration 1F: 3 clusters Score -6575554 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -6576120.500000 Penalty: 5212.588379
	Iteration 2Q: 3 clusters Score -6576120 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -6576723.000000 Penalty: 5212.588379
	Iteration 3Q: 3 clusters Score -6576723 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -6577511.500000 Penalty: 5212.588379
	Iteration 4Q: 3 clusters Score -6577512 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -6578350.500000 Penalty: 5212.588379
	Iteration 5Q: 3 clusters Score -6578350 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -6579213.500000 Penalty: 5212.588379
	Iteration 6Q: 3 clusters Score -6579214 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -6580153.500000 Penalty: 5212.588379
	Iteration 7Q: 3 clusters Score -6580154 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -6581022.500000 Penalty: 5212.588379
	Iteration 8Q: 3 clusters Score -6581022 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -6582043.500000 Penalty: 5212.588379
	Iteration 9Q: 3 clusters Score -6582044 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -6583022.000000 Penalty: 5212.588379
	Iteration 10Q: 3 clusters Score -6583022 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -6583976.000000 Penalty: 5212.588379
	Iteration 11Q: 3 clusters Score -6583976 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -6584740.500000 Penalty: 5212.588379
	Iteration 12Q: 3 clusters Score -6584740 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -6585357.000000 Penalty: 5212.588379
	Iteration 13Q: 3 clusters Score -6585357 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -6585815.000000 Penalty: 5212.588379
	Iteration 14Q: 3 clusters Score -6585815 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -6586173.500000 Penalty: 5212.588379
	Iteration 15Q: 3 clusters Score -6586174 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -6586444.500000 Penalty: 5212.588379
	Iteration 16Q: 3 clusters Score -6586444 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -6586719.500000 Penalty: 5212.588379
	Iteration 17Q: 3 clusters Score -6586720 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -6586913.000000 Penalty: 5212.588379
	Iteration 18Q: 3 clusters Score -6586913 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -6587123.000000 Penalty: 5212.588379
	Iteration 19Q: 3 clusters Score -6587123 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -6587329.500000 Penalty: 5212.588379
	Iteration 20F: 3 clusters Score -6587330 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6587508.000000 Penalty: 5212.588379
	Iteration 21Q: 3 clusters Score -6587508 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6587665.000000 Penalty: 5212.588379
	Iteration 22Q: 3 clusters Score -6587665 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6587811.000000 Penalty: 5212.588379
	Iteration 23Q: 3 clusters Score -6587811 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6587944.000000 Penalty: 5212.588379
	Iteration 24Q: 3 clusters Score -6587944 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6588089.000000 Penalty: 5212.588379
	Iteration 25Q: 3 clusters Score -6588089 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6588223.000000 Penalty: 5212.588379
	Iteration 26Q: 3 clusters Score -6588223 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6588323.000000 Penalty: 5212.588379
	Iteration 27Q: 3 clusters Score -6588323 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6588419.000000 Penalty: 5212.588379
	Iteration 28Q: 3 clusters Score -6588419 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6588506.000000 Penalty: 5212.588379
	Iteration 29Q: 3 clusters Score -6588506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6588556.500000 Penalty: 5212.588379
	Iteration 30Q: 3 clusters Score -6588556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6588626.500000 Penalty: 5212.588379
	Iteration 31Q: 3 clusters Score -6588626 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6588672.500000 Penalty: 5212.588379
	Iteration 32Q: 3 clusters Score -6588672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6588701.000000 Penalty: 5212.588379
	Iteration 33Q: 3 clusters Score -6588701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6588731.500000 Penalty: 5212.588379
	Iteration 34Q: 3 clusters Score -6588732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6588755.000000 Penalty: 5212.588379
	Iteration 35Q: 3 clusters Score -6588755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6588774.500000 Penalty: 5212.588379
	Iteration 36Q: 3 clusters Score -6588774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6588800.000000 Penalty: 5212.588379
	Iteration 37Q: 3 clusters Score -6588800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6588827.000000 Penalty: 5212.588379
	Iteration 38Q: 3 clusters Score -6588827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6588842.500000 Penalty: 5212.588379
	Iteration 39Q: 3 clusters Score -6588842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6588849.000000 Penalty: 5212.588379
	Iteration 40F: 3 clusters Score -6588849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6588883.000000 Penalty: 5212.588379
	Iteration 41Q: 3 clusters Score -6588883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6588900.000000 Penalty: 5212.588379
	Iteration 42Q: 3 clusters Score -6588900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6588924.500000 Penalty: 5212.588379
	Iteration 43Q: 3 clusters Score -6588924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6588925.500000 Penalty: 5212.588379
	Iteration 44Q: 3 clusters Score -6588926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6588935.000000 Penalty: 5212.588379
	Iteration 45Q: 3 clusters Score -6588935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6588943.500000 Penalty: 5212.588379
	Iteration 46Q: 3 clusters Score -6588944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6588960.000000 Penalty: 5212.588379
	Iteration 47Q: 3 clusters Score -6588960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6588964.000000 Penalty: 5212.588379
	Iteration 48Q: 3 clusters Score -6588964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6588979.500000 Penalty: 5212.588379
	Iteration 49Q: 3 clusters Score -6588980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6588988.500000 Penalty: 5212.588379
	Iteration 50Q: 3 clusters Score -6588988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6588989.500000 Penalty: 5212.588379
	Iteration 51Q: 3 clusters Score -6588990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6588998.000000 Penalty: 5212.588379
	Iteration 52Q: 3 clusters Score -6588998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6588995.000000 Penalty: 5212.588379
	Iteration 53Q: 3 clusters Score -6588995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6589003.500000 Penalty: 5212.588379
	Iteration 54Q: 3 clusters Score -6589004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6589005.500000 Penalty: 5212.588379
	Iteration 55Q: 3 clusters Score -6589006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6589012.000000 Penalty: 5212.588379
	Iteration 56Q: 3 clusters Score -6589012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6589027.500000 Penalty: 5212.588379
	Iteration 57Q: 3 clusters Score -6589028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6589026.000000 Penalty: 5212.588379
	Iteration 58Q: 3 clusters Score -6589026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6589027.000000 Penalty: 5212.588379
	Iteration 59Q: 3 clusters Score -6589027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6589030.000000 Penalty: 5212.588379
	Iteration 60F: 3 clusters Score -6589030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6589028.500000 Penalty: 5212.588379
	Iteration 61Q: 3 clusters Score -6589028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6589034.000000 Penalty: 5212.588379
	Iteration 62Q: 3 clusters Score -6589034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6589035.500000 Penalty: 5212.588379
	Iteration 63Q: 3 clusters Score -6589036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6589039.500000 Penalty: 5212.588379
	Iteration 64Q: 3 clusters Score -6589040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6589043.000000 Penalty: 5212.588379
	Iteration 65Q: 3 clusters Score -6589043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6589047.000000 Penalty: 5212.588379
	Iteration 66Q: 3 clusters Score -6589047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6589057.000000 Penalty: 5212.588379
	Iteration 67Q: 3 clusters Score -6589057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6589052.000000 Penalty: 5212.588379
	Iteration 68Q: 3 clusters Score -6589052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6589051.500000 Penalty: 5212.588379
	Iteration 69Q: 3 clusters Score -6589052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6589049.500000 Penalty: 5212.588379
	Iteration 70Q: 3 clusters Score -6589050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6589057.000000 Penalty: 5212.588379
	Iteration 71Q: 3 clusters Score -6589057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6589058.500000 Penalty: 5212.588379
	Iteration 72Q: 3 clusters Score -6589058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6589055.000000 Penalty: 5212.588379
	Iteration 73Q: 3 clusters Score -6589055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6589059.500000 Penalty: 5212.588379
	Iteration 74Q: 3 clusters Score -6589060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6589061.000000 Penalty: 5212.588379
	Iteration 75Q: 3 clusters Score -6589061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6589061.000000 Penalty: 5212.588379
	Iteration 76F: 3 clusters Score -6589061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Entering Unmasked Estep 
Score: -7605880.000000 Penalty: 2643.972900
	Iteration 0F: 2 clusters Score -7605880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -7577393.500000 Penalty: 5287.945801
	Iteration 0F: 3 clusters Score -7577394 nChanged 19725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -7588587.500000 Penalty: 5287.945801
	Iteration 1F: 3 clusters Score -7588588 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7589250.000000 Penalty: 5287.945801
	Iteration 2Q: 3 clusters Score -7589250 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -7589932.000000 Penalty: 5287.945801
	Iteration 3Q: 3 clusters Score -7589932 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -7590680.500000 Penalty: 5287.945801
	Iteration 4Q: 3 clusters Score -7590680 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -7591602.500000 Penalty: 5287.945801
	Iteration 5Q: 3 clusters Score -7591602 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -7592789.500000 Penalty: 5287.945801
	Iteration 6F: 3 clusters Score -7592790 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -7594231.500000 Penalty: 5287.945801
	Iteration 7F: 3 clusters Score -7594232 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -7596063.000000 Penalty: 5287.945801
	Iteration 8F: 3 clusters Score -7596063 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -7598074.000000 Penalty: 5287.945801
	Iteration 9F: 3 clusters Score -7598074 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -7600004.000000 Penalty: 5287.945801
	Iteration 10F: 3 clusters Score -7600004 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7601541.500000 Penalty: 5287.945801
	Iteration 11Q: 3 clusters Score -7601542 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7602662.500000 Penalty: 5287.945801
	Iteration 12Q: 3 clusters Score -7602662 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7603221.000000 Penalty: 5287.945801
	Iteration 13Q: 3 clusters Score -7603221 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7603539.000000 Penalty: 5287.945801
	Iteration 14Q: 3 clusters Score -7603539 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7603702.500000 Penalty: 5287.945801
	Iteration 15Q: 3 clusters Score -7603702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7603789.500000 Penalty: 5287.945801
	Iteration 16Q: 3 clusters Score -7603790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7603831.000000 Penalty: 5287.945801
	Iteration 17Q: 3 clusters Score -7603831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7603861.000000 Penalty: 5287.945801
	Iteration 18Q: 3 clusters Score -7603861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7603876.500000 Penalty: 5287.945801
	Iteration 19Q: 3 clusters Score -7603876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7603897.000000 Penalty: 5287.945801
	Iteration 20F: 3 clusters Score -7603897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7603913.500000 Penalty: 5287.945801
	Iteration 21Q: 3 clusters Score -7603914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7603917.000000 Penalty: 5287.945801
	Iteration 22Q: 3 clusters Score -7603917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7603938.500000 Penalty: 5287.945801
	Iteration 23Q: 3 clusters Score -7603938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7603936.500000 Penalty: 5287.945801
	Iteration 24Q: 3 clusters Score -7603936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7603950.500000 Penalty: 5287.945801
	Iteration 25Q: 3 clusters Score -7603950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7603950.500000 Penalty: 5287.945801
	Iteration 26Q: 3 clusters Score -7603950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7603944.500000 Penalty: 5287.945801
	Iteration 27Q: 3 clusters Score -7603944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7603950.500000 Penalty: 5287.945801
	Iteration 28Q: 3 clusters Score -7603950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7603955.500000 Penalty: 5287.945801
	Iteration 29Q: 3 clusters Score -7603956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7603954.500000 Penalty: 5287.945801
	Iteration 30Q: 3 clusters Score -7603954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7603952.500000 Penalty: 5287.945801
	Iteration 31Q: 3 clusters Score -7603952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7603950.500000 Penalty: 5287.945801
	Iteration 32Q: 3 clusters Score -7603950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7603952.000000 Penalty: 5287.945801
	Iteration 33Q: 3 clusters Score -7603952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7603952.000000 Penalty: 5287.945801
	Iteration 34F: 3 clusters Score -7603952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Entering Unmasked Estep 
Score: -4583005.500000 Penalty: 2518.966064
	Iteration 0F: 2 clusters Score -4583006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4565177.500000 Penalty: 5037.932129
	Iteration 0F: 3 clusters Score -4565178 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4571391.500000 Penalty: 5037.932129
	Iteration 1F: 3 clusters Score -4571392 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -4571840.500000 Penalty: 5037.932129
	Iteration 2Q: 3 clusters Score -4571840 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4572254.500000 Penalty: 5037.932129
	Iteration 3Q: 3 clusters Score -4572254 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4572715.000000 Penalty: 5037.932129
	Iteration 4Q: 3 clusters Score -4572715 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -4573362.000000 Penalty: 5037.932129
	Iteration 5Q: 3 clusters Score -4573362 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -4574182.500000 Penalty: 5037.932129
	Iteration 6F: 3 clusters Score -4574182 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4575219.500000 Penalty: 5037.932129
	Iteration 7F: 3 clusters Score -4575220 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4576389.500000 Penalty: 5037.932129
	Iteration 8F: 3 clusters Score -4576390 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4577646.000000 Penalty: 5037.932129
	Iteration 9F: 3 clusters Score -4577646 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4578733.000000 Penalty: 5037.932129
	Iteration 10Q: 3 clusters Score -4578733 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4579563.500000 Penalty: 5037.932129
	Iteration 11Q: 3 clusters Score -4579564 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4580043.500000 Penalty: 5037.932129
	Iteration 12Q: 3 clusters Score -4580044 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4580358.500000 Penalty: 5037.932129
	Iteration 13Q: 3 clusters Score -4580358 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4580498.500000 Penalty: 5037.932129
	Iteration 14Q: 3 clusters Score -4580498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4580594.500000 Penalty: 5037.932129
	Iteration 15Q: 3 clusters Score -4580594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4580669.000000 Penalty: 5037.932129
	Iteration 16Q: 3 clusters Score -4580669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4580721.000000 Penalty: 5037.932129
	Iteration 17Q: 3 clusters Score -4580721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4580756.500000 Penalty: 5037.932129
	Iteration 18Q: 3 clusters Score -4580756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4580785.000000 Penalty: 5037.932129
	Iteration 19Q: 3 clusters Score -4580785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4580795.000000 Penalty: 5037.932129
	Iteration 20F: 3 clusters Score -4580795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4580803.500000 Penalty: 5037.932129
	Iteration 21Q: 3 clusters Score -4580804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4580809.000000 Penalty: 5037.932129
	Iteration 22Q: 3 clusters Score -4580809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4580829.500000 Penalty: 5037.932129
	Iteration 23Q: 3 clusters Score -4580830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4580839.500000 Penalty: 5037.932129
	Iteration 24Q: 3 clusters Score -4580840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4580843.000000 Penalty: 5037.932129
	Iteration 25Q: 3 clusters Score -4580843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4580843.500000 Penalty: 5037.932129
	Iteration 26Q: 3 clusters Score -4580844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4580843.500000 Penalty: 5037.932129
	Iteration 27F: 3 clusters Score -4580844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Entering Unmasked Estep 
Score: -6420420.500000 Penalty: 2598.883789
	Iteration 0F: 2 clusters Score -6420420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6396345.500000 Penalty: 5197.767578
	Iteration 0F: 3 clusters Score -6396346 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -6405207.000000 Penalty: 5197.767578
	Iteration 1F: 3 clusters Score -6405207 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -6405733.000000 Penalty: 5197.767578
	Iteration 2Q: 3 clusters Score -6405733 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -6406222.500000 Penalty: 5197.767578
	Iteration 3Q: 3 clusters Score -6406222 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -6406718.500000 Penalty: 5197.767578
	Iteration 4Q: 3 clusters Score -6406718 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -6407183.500000 Penalty: 5197.767578
	Iteration 5Q: 3 clusters Score -6407184 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -6407772.500000 Penalty: 5197.767578
	Iteration 6Q: 3 clusters Score -6407772 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -6408523.000000 Penalty: 5197.767578
	Iteration 7Q: 3 clusters Score -6408523 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -6409540.500000 Penalty: 5197.767578
	Iteration 8F: 3 clusters Score -6409540 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -6410765.500000 Penalty: 5197.767578
	Iteration 9F: 3 clusters Score -6410766 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6412361.000000 Penalty: 5197.767578
	Iteration 10F: 3 clusters Score -6412361 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6414136.000000 Penalty: 5197.767578
	Iteration 11F: 3 clusters Score -6414136 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6415776.500000 Penalty: 5197.767578
	Iteration 12F: 3 clusters Score -6415776 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6416844.000000 Penalty: 5197.767578
	Iteration 13Q: 3 clusters Score -6416844 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6417484.000000 Penalty: 5197.767578
	Iteration 14Q: 3 clusters Score -6417484 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6417787.000000 Penalty: 5197.767578
	Iteration 15Q: 3 clusters Score -6417787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6417934.000000 Penalty: 5197.767578
	Iteration 16Q: 3 clusters Score -6417934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6418018.500000 Penalty: 5197.767578
	Iteration 17Q: 3 clusters Score -6418018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6418061.000000 Penalty: 5197.767578
	Iteration 18Q: 3 clusters Score -6418061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6418085.500000 Penalty: 5197.767578
	Iteration 19Q: 3 clusters Score -6418086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6418119.500000 Penalty: 5197.767578
	Iteration 20F: 3 clusters Score -6418120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6418137.500000 Penalty: 5197.767578
	Iteration 21Q: 3 clusters Score -6418138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6418153.500000 Penalty: 5197.767578
	Iteration 22Q: 3 clusters Score -6418154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6418155.000000 Penalty: 5197.767578
	Iteration 23Q: 3 clusters Score -6418155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6418161.500000 Penalty: 5197.767578
	Iteration 24Q: 3 clusters Score -6418162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6418163.000000 Penalty: 5197.767578
	Iteration 25Q: 3 clusters Score -6418163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6418164.000000 Penalty: 5197.767578
	Iteration 26Q: 3 clusters Score -6418164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6418161.000000 Penalty: 5197.767578
	Iteration 27Q: 3 clusters Score -6418161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6418173.500000 Penalty: 5197.767578
	Iteration 28Q: 3 clusters Score -6418174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6418172.000000 Penalty: 5197.767578
	Iteration 29Q: 3 clusters Score -6418172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6418175.500000 Penalty: 5197.767578
	Iteration 30Q: 3 clusters Score -6418176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6418180.000000 Penalty: 5197.767578
	Iteration 31Q: 3 clusters Score -6418180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6418183.500000 Penalty: 5197.767578
	Iteration 32Q: 3 clusters Score -6418184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6418186.000000 Penalty: 5197.767578
	Iteration 33Q: 3 clusters Score -6418186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6418186.000000 Penalty: 5197.767578
	Iteration 34F: 3 clusters Score -6418186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Entering Unmasked Estep 
Score: -3562402.000000 Penalty: 2457.770264
	Iteration 0F: 2 clusters Score -3562402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3548266.750000 Penalty: 4915.540527
	Iteration 0F: 3 clusters Score -3548267 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3553053.250000 Penalty: 4915.540527
	Iteration 1F: 3 clusters Score -3553053 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3553526.750000 Penalty: 4915.540527
	Iteration 2F: 3 clusters Score -3553527 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3554008.000000 Penalty: 4915.540527
	Iteration 3F: 3 clusters Score -3554008 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3554447.500000 Penalty: 4915.540527
	Iteration 4Q: 3 clusters Score -3554448 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3554873.500000 Penalty: 4915.540527
	Iteration 5Q: 3 clusters Score -3554874 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3555293.750000 Penalty: 4915.540527
	Iteration 6Q: 3 clusters Score -3555294 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3555709.000000 Penalty: 4915.540527
	Iteration 7Q: 3 clusters Score -3555709 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3556136.250000 Penalty: 4915.540527
	Iteration 8Q: 3 clusters Score -3556136 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3556521.000000 Penalty: 4915.540527
	Iteration 9Q: 3 clusters Score -3556521 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3556912.500000 Penalty: 4915.540527
	Iteration 10Q: 3 clusters Score -3556912 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3557256.000000 Penalty: 4915.540527
	Iteration 11Q: 3 clusters Score -3557256 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3557624.250000 Penalty: 4915.540527
	Iteration 12Q: 3 clusters Score -3557624 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3558036.750000 Penalty: 4915.540527
	Iteration 13Q: 3 clusters Score -3558037 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3558436.500000 Penalty: 4915.540527
	Iteration 14Q: 3 clusters Score -3558436 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3558845.000000 Penalty: 4915.540527
	Iteration 15Q: 3 clusters Score -3558845 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3559224.000000 Penalty: 4915.540527
	Iteration 16Q: 3 clusters Score -3559224 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3559583.250000 Penalty: 4915.540527
	Iteration 17Q: 3 clusters Score -3559583 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3559952.750000 Penalty: 4915.540527
	Iteration 18Q: 3 clusters Score -3559953 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3560220.250000 Penalty: 4915.540527
	Iteration 19Q: 3 clusters Score -3560220 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3560419.750000 Penalty: 4915.540527
	Iteration 20F: 3 clusters Score -3560420 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3560536.750000 Penalty: 4915.540527
	Iteration 21Q: 3 clusters Score -3560537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3560663.250000 Penalty: 4915.540527
	Iteration 22Q: 3 clusters Score -3560663 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3560759.000000 Penalty: 4915.540527
	Iteration 23Q: 3 clusters Score -3560759 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3560885.000000 Penalty: 4915.540527
	Iteration 24Q: 3 clusters Score -3560885 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3560990.250000 Penalty: 4915.540527
	Iteration 25Q: 3 clusters Score -3560990 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3561089.500000 Penalty: 4915.540527
	Iteration 26Q: 3 clusters Score -3561090 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3561183.500000 Penalty: 4915.540527
	Iteration 27Q: 3 clusters Score -3561184 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3561254.000000 Penalty: 4915.540527
	Iteration 28Q: 3 clusters Score -3561254 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3561335.000000 Penalty: 4915.540527
	Iteration 29Q: 3 clusters Score -3561335 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3561384.000000 Penalty: 4915.540527
	Iteration 30Q: 3 clusters Score -3561384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3561448.500000 Penalty: 4915.540527
	Iteration 31Q: 3 clusters Score -3561448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3561481.000000 Penalty: 4915.540527
	Iteration 32Q: 3 clusters Score -3561481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3561534.500000 Penalty: 4915.540527
	Iteration 33Q: 3 clusters Score -3561534 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3561588.000000 Penalty: 4915.540527
	Iteration 34Q: 3 clusters Score -3561588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3561646.250000 Penalty: 4915.540527
	Iteration 35Q: 3 clusters Score -3561646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3561677.500000 Penalty: 4915.540527
	Iteration 36Q: 3 clusters Score -3561678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3561684.000000 Penalty: 4915.540527
	Iteration 37Q: 3 clusters Score -3561684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3561691.250000 Penalty: 4915.540527
	Iteration 38Q: 3 clusters Score -3561691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3561711.500000 Penalty: 4915.540527
	Iteration 39Q: 3 clusters Score -3561712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3561742.750000 Penalty: 4915.540527
	Iteration 40F: 3 clusters Score -3561743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3561757.750000 Penalty: 4915.540527
	Iteration 41Q: 3 clusters Score -3561758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3561807.500000 Penalty: 4915.540527
	Iteration 42Q: 3 clusters Score -3561808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3561833.250000 Penalty: 4915.540527
	Iteration 43Q: 3 clusters Score -3561833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3561862.500000 Penalty: 4915.540527
	Iteration 44Q: 3 clusters Score -3561862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3561879.000000 Penalty: 4915.540527
	Iteration 45Q: 3 clusters Score -3561879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3561907.250000 Penalty: 4915.540527
	Iteration 46Q: 3 clusters Score -3561907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3561909.000000 Penalty: 4915.540527
	Iteration 47Q: 3 clusters Score -3561909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3561922.750000 Penalty: 4915.540527
	Iteration 48Q: 3 clusters Score -3561923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3561926.250000 Penalty: 4915.540527
	Iteration 49Q: 3 clusters Score -3561926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3561923.750000 Penalty: 4915.540527
	Iteration 50Q: 3 clusters Score -3561924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3561925.750000 Penalty: 4915.540527
	Iteration 51Q: 3 clusters Score -3561926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3561924.000000 Penalty: 4915.540527
	Iteration 52Q: 3 clusters Score -3561924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3561927.250000 Penalty: 4915.540527
	Iteration 53Q: 3 clusters Score -3561927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3561924.750000 Penalty: 4915.540527
	Iteration 54Q: 3 clusters Score -3561925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3561923.000000 Penalty: 4915.540527
	Iteration 55Q: 3 clusters Score -3561923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3561924.250000 Penalty: 4915.540527
	Iteration 56Q: 3 clusters Score -3561924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3561925.250000 Penalty: 4915.540527
	Iteration 57Q: 3 clusters Score -3561925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3561925.250000 Penalty: 4915.540527
	Iteration 58F: 3 clusters Score -3561925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -1026110.187500 Penalty: 2151.793701
	Iteration 0F: 2 clusters Score -1026110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1021014.750000 Penalty: 4303.587402
	Iteration 0F: 3 clusters Score -1021015 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1022271.687500 Penalty: 4303.587402
	Iteration 1F: 3 clusters Score -1022272 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1022592.250000 Penalty: 4303.587402
	Iteration 2F: 3 clusters Score -1022592 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1022839.125000 Penalty: 4303.587402
	Iteration 3F: 3 clusters Score -1022839 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1023059.000000 Penalty: 4303.587402
	Iteration 4F: 3 clusters Score -1023059 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1023240.500000 Penalty: 4303.587402
	Iteration 5Q: 3 clusters Score -1023240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1023401.625000 Penalty: 4303.587402
	Iteration 6Q: 3 clusters Score -1023402 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1023552.375000 Penalty: 4303.587402
	Iteration 7Q: 3 clusters Score -1023552 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1023691.562500 Penalty: 4303.587402
	Iteration 8Q: 3 clusters Score -1023692 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1023813.250000 Penalty: 4303.587402
	Iteration 9Q: 3 clusters Score -1023813 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1023918.812500 Penalty: 4303.587402
	Iteration 10Q: 3 clusters Score -1023919 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1024015.875000 Penalty: 4303.587402
	Iteration 11Q: 3 clusters Score -1024016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1024084.250000 Penalty: 4303.587402
	Iteration 12Q: 3 clusters Score -1024084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1024142.562500 Penalty: 4303.587402
	Iteration 13Q: 3 clusters Score -1024143 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1024187.812500 Penalty: 4303.587402
	Iteration 14Q: 3 clusters Score -1024188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1024227.312500 Penalty: 4303.587402
	Iteration 15Q: 3 clusters Score -1024227 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1024273.937500 Penalty: 4303.587402
	Iteration 16Q: 3 clusters Score -1024274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1024322.000000 Penalty: 4303.587402
	Iteration 17Q: 3 clusters Score -1024322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1024361.437500 Penalty: 4303.587402
	Iteration 18Q: 3 clusters Score -1024361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1024388.750000 Penalty: 4303.587402
	Iteration 19Q: 3 clusters Score -1024389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1024410.250000 Penalty: 4303.587402
	Iteration 20F: 3 clusters Score -1024410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1024434.812500 Penalty: 4303.587402
	Iteration 21Q: 3 clusters Score -1024435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1024454.562500 Penalty: 4303.587402
	Iteration 22Q: 3 clusters Score -1024455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1024474.875000 Penalty: 4303.587402
	Iteration 23Q: 3 clusters Score -1024475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1024496.750000 Penalty: 4303.587402
	Iteration 24Q: 3 clusters Score -1024497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1024511.937500 Penalty: 4303.587402
	Iteration 25Q: 3 clusters Score -1024512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1024526.562500 Penalty: 4303.587402
	Iteration 26Q: 3 clusters Score -1024527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1024539.250000 Penalty: 4303.587402
	Iteration 27Q: 3 clusters Score -1024539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1024553.687500 Penalty: 4303.587402
	Iteration 28Q: 3 clusters Score -1024554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1024568.250000 Penalty: 4303.587402
	Iteration 29Q: 3 clusters Score -1024568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1024579.375000 Penalty: 4303.587402
	Iteration 30Q: 3 clusters Score -1024579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1024592.250000 Penalty: 4303.587402
	Iteration 31Q: 3 clusters Score -1024592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1024605.250000 Penalty: 4303.587402
	Iteration 32Q: 3 clusters Score -1024605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1024615.312500 Penalty: 4303.587402
	Iteration 33Q: 3 clusters Score -1024615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1024626.562500 Penalty: 4303.587402
	Iteration 34Q: 3 clusters Score -1024627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1024630.687500 Penalty: 4303.587402
	Iteration 35Q: 3 clusters Score -1024631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1024635.250000 Penalty: 4303.587402
	Iteration 36Q: 3 clusters Score -1024635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1024644.187500 Penalty: 4303.587402
	Iteration 37Q: 3 clusters Score -1024644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1024651.750000 Penalty: 4303.587402
	Iteration 38Q: 3 clusters Score -1024652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1024653.875000 Penalty: 4303.587402
	Iteration 39Q: 3 clusters Score -1024654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1024662.687500 Penalty: 4303.587402
	Iteration 40F: 3 clusters Score -1024663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1024662.312500 Penalty: 4303.587402
	Iteration 41Q: 3 clusters Score -1024662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1024669.250000 Penalty: 4303.587402
	Iteration 42Q: 3 clusters Score -1024669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1024676.812500 Penalty: 4303.587402
	Iteration 43Q: 3 clusters Score -1024677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1024677.875000 Penalty: 4303.587402
	Iteration 44Q: 3 clusters Score -1024678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1024683.562500 Penalty: 4303.587402
	Iteration 45Q: 3 clusters Score -1024684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1024691.500000 Penalty: 4303.587402
	Iteration 46Q: 3 clusters Score -1024692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1024695.125000 Penalty: 4303.587402
	Iteration 47Q: 3 clusters Score -1024695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1024698.062500 Penalty: 4303.587402
	Iteration 48Q: 3 clusters Score -1024698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1024699.562500 Penalty: 4303.587402
	Iteration 49Q: 3 clusters Score -1024700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1024699.937500 Penalty: 4303.587402
	Iteration 50Q: 3 clusters Score -1024700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1024703.125000 Penalty: 4303.587402
	Iteration 51Q: 3 clusters Score -1024703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1024702.187500 Penalty: 4303.587402
	Iteration 52Q: 3 clusters Score -1024702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1024704.437500 Penalty: 4303.587402
	Iteration 53Q: 3 clusters Score -1024704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1024706.875000 Penalty: 4303.587402
	Iteration 54Q: 3 clusters Score -1024707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1024707.875000 Penalty: 4303.587402
	Iteration 55Q: 3 clusters Score -1024708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1024707.000000 Penalty: 4303.587402
	Iteration 56Q: 3 clusters Score -1024707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1024707.000000 Penalty: 4303.587402
	Iteration 57F: 3 clusters Score -1024707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Entering Unmasked Estep 
Score: -1508895.000000 Penalty: 2244.005615
	Iteration 0F: 2 clusters Score -1508895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1502233.125000 Penalty: 4488.011230
	Iteration 0F: 3 clusters Score -1502233 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1504119.625000 Penalty: 4488.011230
	Iteration 1F: 3 clusters Score -1504120 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1504374.875000 Penalty: 4488.011230
	Iteration 2F: 3 clusters Score -1504375 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1504547.250000 Penalty: 4488.011230
	Iteration 3F: 3 clusters Score -1504547 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1504668.625000 Penalty: 4488.011230
	Iteration 4Q: 3 clusters Score -1504669 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1504760.625000 Penalty: 4488.011230
	Iteration 5Q: 3 clusters Score -1504761 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1504833.625000 Penalty: 4488.011230
	Iteration 6Q: 3 clusters Score -1504834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1504887.500000 Penalty: 4488.011230
	Iteration 7Q: 3 clusters Score -1504888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1504933.375000 Penalty: 4488.011230
	Iteration 8Q: 3 clusters Score -1504933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1504962.500000 Penalty: 4488.011230
	Iteration 9Q: 3 clusters Score -1504962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1504990.625000 Penalty: 4488.011230
	Iteration 10Q: 3 clusters Score -1504991 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1505014.750000 Penalty: 4488.011230
	Iteration 11Q: 3 clusters Score -1505015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1505034.375000 Penalty: 4488.011230
	Iteration 12Q: 3 clusters Score -1505034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1505050.875000 Penalty: 4488.011230
	Iteration 13Q: 3 clusters Score -1505051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1505065.500000 Penalty: 4488.011230
	Iteration 14Q: 3 clusters Score -1505066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1505082.875000 Penalty: 4488.011230
	Iteration 15Q: 3 clusters Score -1505083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1505087.625000 Penalty: 4488.011230
	Iteration 16Q: 3 clusters Score -1505088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1505099.000000 Penalty: 4488.011230
	Iteration 17Q: 3 clusters Score -1505099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1505105.875000 Penalty: 4488.011230
	Iteration 18Q: 3 clusters Score -1505106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1505120.000000 Penalty: 4488.011230
	Iteration 19Q: 3 clusters Score -1505120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1505133.125000 Penalty: 4488.011230
	Iteration 20F: 3 clusters Score -1505133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1505137.750000 Penalty: 4488.011230
	Iteration 21Q: 3 clusters Score -1505138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1505153.250000 Penalty: 4488.011230
	Iteration 22Q: 3 clusters Score -1505153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1505168.125000 Penalty: 4488.011230
	Iteration 23Q: 3 clusters Score -1505168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1505174.000000 Penalty: 4488.011230
	Iteration 24Q: 3 clusters Score -1505174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1505187.125000 Penalty: 4488.011230
	Iteration 25Q: 3 clusters Score -1505187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1505201.000000 Penalty: 4488.011230
	Iteration 26Q: 3 clusters Score -1505201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1505219.625000 Penalty: 4488.011230
	Iteration 27Q: 3 clusters Score -1505220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1505233.625000 Penalty: 4488.011230
	Iteration 28Q: 3 clusters Score -1505234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1505251.875000 Penalty: 4488.011230
	Iteration 29Q: 3 clusters Score -1505252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1505269.750000 Penalty: 4488.011230
	Iteration 30Q: 3 clusters Score -1505270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1505297.625000 Penalty: 4488.011230
	Iteration 31Q: 3 clusters Score -1505298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1505325.125000 Penalty: 4488.011230
	Iteration 32Q: 3 clusters Score -1505325 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1505353.750000 Penalty: 4488.011230
	Iteration 33Q: 3 clusters Score -1505354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1505389.000000 Penalty: 4488.011230
	Iteration 34Q: 3 clusters Score -1505389 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1505421.000000 Penalty: 4488.011230
	Iteration 35Q: 3 clusters Score -1505421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1505451.750000 Penalty: 4488.011230
	Iteration 36Q: 3 clusters Score -1505452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1505488.000000 Penalty: 4488.011230
	Iteration 37Q: 3 clusters Score -1505488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1505512.500000 Penalty: 4488.011230
	Iteration 38Q: 3 clusters Score -1505512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1505535.500000 Penalty: 4488.011230
	Iteration 39Q: 3 clusters Score -1505536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1505566.625000 Penalty: 4488.011230
	Iteration 40F: 3 clusters Score -1505567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1505594.250000 Penalty: 4488.011230
	Iteration 41Q: 3 clusters Score -1505594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1505633.375000 Penalty: 4488.011230
	Iteration 42Q: 3 clusters Score -1505633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1505672.750000 Penalty: 4488.011230
	Iteration 43Q: 3 clusters Score -1505673 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1505727.500000 Penalty: 4488.011230
	Iteration 44Q: 3 clusters Score -1505728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1505781.250000 Penalty: 4488.011230
	Iteration 45Q: 3 clusters Score -1505781 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1505845.625000 Penalty: 4488.011230
	Iteration 46Q: 3 clusters Score -1505846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1505898.625000 Penalty: 4488.011230
	Iteration 47Q: 3 clusters Score -1505899 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1505947.500000 Penalty: 4488.011230
	Iteration 48Q: 3 clusters Score -1505948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1505989.500000 Penalty: 4488.011230
	Iteration 49Q: 3 clusters Score -1505990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1506023.000000 Penalty: 4488.011230
	Iteration 50Q: 3 clusters Score -1506023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1506046.375000 Penalty: 4488.011230
	Iteration 51Q: 3 clusters Score -1506046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1506072.750000 Penalty: 4488.011230
	Iteration 52Q: 3 clusters Score -1506073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1506091.750000 Penalty: 4488.011230
	Iteration 53Q: 3 clusters Score -1506092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1506112.125000 Penalty: 4488.011230
	Iteration 54Q: 3 clusters Score -1506112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1506134.625000 Penalty: 4488.011230
	Iteration 55Q: 3 clusters Score -1506135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1506152.875000 Penalty: 4488.011230
	Iteration 56Q: 3 clusters Score -1506153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1506167.625000 Penalty: 4488.011230
	Iteration 57Q: 3 clusters Score -1506168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1506182.625000 Penalty: 4488.011230
	Iteration 58Q: 3 clusters Score -1506183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1506208.375000 Penalty: 4488.011230
	Iteration 59Q: 3 clusters Score -1506208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1506226.625000 Penalty: 4488.011230
	Iteration 60F: 3 clusters Score -1506227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1506251.250000 Penalty: 4488.011230
	Iteration 61Q: 3 clusters Score -1506251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1506274.125000 Penalty: 4488.011230
	Iteration 62Q: 3 clusters Score -1506274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1506299.250000 Penalty: 4488.011230
	Iteration 63Q: 3 clusters Score -1506299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1506323.000000 Penalty: 4488.011230
	Iteration 64Q: 3 clusters Score -1506323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1506345.750000 Penalty: 4488.011230
	Iteration 65Q: 3 clusters Score -1506346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1506369.125000 Penalty: 4488.011230
	Iteration 66Q: 3 clusters Score -1506369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1506393.125000 Penalty: 4488.011230
	Iteration 67Q: 3 clusters Score -1506393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1506419.375000 Penalty: 4488.011230
	Iteration 68Q: 3 clusters Score -1506419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1506450.500000 Penalty: 4488.011230
	Iteration 69Q: 3 clusters Score -1506450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1506491.375000 Penalty: 4488.011230
	Iteration 70Q: 3 clusters Score -1506491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1506526.875000 Penalty: 4488.011230
	Iteration 71Q: 3 clusters Score -1506527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1506563.250000 Penalty: 4488.011230
	Iteration 72Q: 3 clusters Score -1506563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1506587.875000 Penalty: 4488.011230
	Iteration 73Q: 3 clusters Score -1506588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1506612.375000 Penalty: 4488.011230
	Iteration 74Q: 3 clusters Score -1506612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1506628.875000 Penalty: 4488.011230
	Iteration 75Q: 3 clusters Score -1506629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1506640.125000 Penalty: 4488.011230
	Iteration 76Q: 3 clusters Score -1506640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1506652.125000 Penalty: 4488.011230
	Iteration 77Q: 3 clusters Score -1506652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1506664.000000 Penalty: 4488.011230
	Iteration 78Q: 3 clusters Score -1506664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1506679.625000 Penalty: 4488.011230
	Iteration 79Q: 3 clusters Score -1506680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1506697.250000 Penalty: 4488.011230
	Iteration 80F: 3 clusters Score -1506697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1506710.250000 Penalty: 4488.011230
	Iteration 81Q: 3 clusters Score -1506710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1506719.750000 Penalty: 4488.011230
	Iteration 82Q: 3 clusters Score -1506720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1506730.000000 Penalty: 4488.011230
	Iteration 83Q: 3 clusters Score -1506730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1506744.625000 Penalty: 4488.011230
	Iteration 84Q: 3 clusters Score -1506745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1506760.500000 Penalty: 4488.011230
	Iteration 85Q: 3 clusters Score -1506760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1506780.250000 Penalty: 4488.011230
	Iteration 86Q: 3 clusters Score -1506780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1506795.750000 Penalty: 4488.011230
	Iteration 87Q: 3 clusters Score -1506796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1506802.750000 Penalty: 4488.011230
	Iteration 88Q: 3 clusters Score -1506803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1506815.750000 Penalty: 4488.011230
	Iteration 89Q: 3 clusters Score -1506816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1506823.875000 Penalty: 4488.011230
	Iteration 90Q: 3 clusters Score -1506824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1506831.250000 Penalty: 4488.011230
	Iteration 91Q: 3 clusters Score -1506831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1506835.875000 Penalty: 4488.011230
	Iteration 92Q: 3 clusters Score -1506836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1506835.000000 Penalty: 4488.011230
	Iteration 93Q: 3 clusters Score -1506835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1506836.875000 Penalty: 4488.011230
	Iteration 94Q: 3 clusters Score -1506837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1506837.750000 Penalty: 4488.011230
	Iteration 95Q: 3 clusters Score -1506838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1506840.375000 Penalty: 4488.011230
	Iteration 96Q: 3 clusters Score -1506840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1506843.750000 Penalty: 4488.011230
	Iteration 97Q: 3 clusters Score -1506844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1506845.250000 Penalty: 4488.011230
	Iteration 98Q: 3 clusters Score -1506845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1506848.125000 Penalty: 4488.011230
	Iteration 99Q: 3 clusters Score -1506848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1506848.500000 Penalty: 4488.011230
	Iteration 100F: 3 clusters Score -1506848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1506850.125000 Penalty: 4488.011230
	Iteration 101Q: 3 clusters Score -1506850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1506852.625000 Penalty: 4488.011230
	Iteration 102Q: 3 clusters Score -1506853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1506857.875000 Penalty: 4488.011230
	Iteration 103Q: 3 clusters Score -1506858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1506859.625000 Penalty: 4488.011230
	Iteration 104Q: 3 clusters Score -1506860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1506864.500000 Penalty: 4488.011230
	Iteration 105Q: 3 clusters Score -1506864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1506869.250000 Penalty: 4488.011230
	Iteration 106Q: 3 clusters Score -1506869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1506871.000000 Penalty: 4488.011230
	Iteration 107Q: 3 clusters Score -1506871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1506871.500000 Penalty: 4488.011230
	Iteration 108Q: 3 clusters Score -1506872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1506871.500000 Penalty: 4488.011230
	Iteration 109F: 3 clusters Score -1506872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -137002.218750 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -137002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135177.703125 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -135177.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135884.046875 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -135884 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -136152.593750 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -136152.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136297.796875 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -136297.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136422.812500 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -136422.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136510.375000 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -136510.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136585.078125 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -136585.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136670.890625 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -136670.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136740.890625 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -136740.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136799.359375 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -136799.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -136842.812500 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -136842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -136883.015625 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -136883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136918.296875 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -136918.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136937.140625 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -136937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136958.812500 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -136958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136969.062500 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -136969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136972.953125 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -136973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136975.515625 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -136975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136975.859375 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -136975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136980.000000 Penalty: 3489.929688
	Iteration 19F: 3 clusters Score -136980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136990.812500 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -136990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136993.828125 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -136993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136999.500000 Penalty: 3489.929688
	Iteration 22Q: 3 clusters Score -136999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136999.500000 Penalty: 3489.929688
	Iteration 23F: 3 clusters Score -136999.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Entering Unmasked Estep 
Score: -8403823.000000 Penalty: 2664.736084
	Iteration 0F: 2 clusters Score -8403823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8374489.500000 Penalty: 5329.472168
	Iteration 0F: 3 clusters Score -8374490 nChanged 21191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -8386048.000000 Penalty: 5329.472168
	Iteration 1F: 3 clusters Score -8386048 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -8386682.500000 Penalty: 5329.472168
	Iteration 2Q: 3 clusters Score -8386682 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -8387624.000000 Penalty: 5329.472168
	Iteration 3Q: 3 clusters Score -8387624 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -8389047.000000 Penalty: 5329.472168
	Iteration 4F: 3 clusters Score -8389047 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -8391219.000000 Penalty: 5329.472168
	Iteration 5F: 3 clusters Score -8391219 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -8394380.000000 Penalty: 5329.472168
	Iteration 6F: 3 clusters Score -8394380 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -8397766.000000 Penalty: 5329.472168
	Iteration 7F: 3 clusters Score -8397766 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8399984.000000 Penalty: 5329.472168
	Iteration 8F: 3 clusters Score -8399984 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8400911.000000 Penalty: 5329.472168
	Iteration 9Q: 3 clusters Score -8400911 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8401196.000000 Penalty: 5329.472168
	Iteration 10Q: 3 clusters Score -8401196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8401377.000000 Penalty: 5329.472168
	Iteration 11Q: 3 clusters Score -8401377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8401461.000000 Penalty: 5329.472168
	Iteration 12Q: 3 clusters Score -8401461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -8401498.000000 Penalty: 5329.472168
	Iteration 13Q: 3 clusters Score -8401498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -8401513.000000 Penalty: 5329.472168
	Iteration 14Q: 3 clusters Score -8401513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -8401532.000000 Penalty: 5329.472168
	Iteration 15Q: 3 clusters Score -8401532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -8401536.000000 Penalty: 5329.472168
	Iteration 16Q: 3 clusters Score -8401536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8401545.000000 Penalty: 5329.472168
	Iteration 17Q: 3 clusters Score -8401545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8401548.000000 Penalty: 5329.472168
	Iteration 18Q: 3 clusters Score -8401548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -8401554.000000 Penalty: 5329.472168
	Iteration 19Q: 3 clusters Score -8401554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8401557.000000 Penalty: 5329.472168
	Iteration 20F: 3 clusters Score -8401557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Entering Unmasked Estep 
Score: -9455487.000000 Penalty: 2695.584473
	Iteration 0F: 2 clusters Score -9455487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -9424485.000000 Penalty: 5391.168945
	Iteration 0F: 3 clusters Score -9424485 nChanged 24253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -9438200.000000 Penalty: 5391.168945
	Iteration 1F: 3 clusters Score -9438200 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -9439141.000000 Penalty: 5391.168945
	Iteration 2Q: 3 clusters Score -9439141 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -9440359.000000 Penalty: 5391.168945
	Iteration 3F: 3 clusters Score -9440359 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -9442276.000000 Penalty: 5391.168945
	Iteration 4F: 3 clusters Score -9442276 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -9444950.000000 Penalty: 5391.168945
	Iteration 5F: 3 clusters Score -9444950 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -9448099.000000 Penalty: 5391.168945
	Iteration 6F: 3 clusters Score -9448099 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -9450522.000000 Penalty: 5391.168945
	Iteration 7F: 3 clusters Score -9450522 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -9451820.000000 Penalty: 5391.168945
	Iteration 8Q: 3 clusters Score -9451820 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -9452470.000000 Penalty: 5391.168945
	Iteration 9Q: 3 clusters Score -9452470 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -9452819.000000 Penalty: 5391.168945
	Iteration 10Q: 3 clusters Score -9452819 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -9453024.000000 Penalty: 5391.168945
	Iteration 11Q: 3 clusters Score -9453024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -9453148.000000 Penalty: 5391.168945
	Iteration 12Q: 3 clusters Score -9453148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -9453234.000000 Penalty: 5391.168945
	Iteration 13Q: 3 clusters Score -9453234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -9453255.000000 Penalty: 5391.168945
	Iteration 14Q: 3 clusters Score -9453255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -9453288.000000 Penalty: 5391.168945
	Iteration 15Q: 3 clusters Score -9453288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -9453301.000000 Penalty: 5391.168945
	Iteration 16Q: 3 clusters Score -9453301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -9453338.000000 Penalty: 5391.168945
	Iteration 17Q: 3 clusters Score -9453338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -9453355.000000 Penalty: 5391.168945
	Iteration 18Q: 3 clusters Score -9453355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -9453365.000000 Penalty: 5391.168945
	Iteration 19Q: 3 clusters Score -9453365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -9453373.000000 Penalty: 5391.168945
	Iteration 20F: 3 clusters Score -9453373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -9453381.000000 Penalty: 5391.168945
	Iteration 21Q: 3 clusters Score -9453381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -9453384.000000 Penalty: 5391.168945
	Iteration 22Q: 3 clusters Score -9453384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -9453389.000000 Penalty: 5391.168945
	Iteration 23Q: 3 clusters Score -9453389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -9453393.000000 Penalty: 5391.168945
	Iteration 24Q: 3 clusters Score -9453393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -9453396.000000 Penalty: 5391.168945
	Iteration 25Q: 3 clusters Score -9453396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9453395.000000 Penalty: 5391.168945
	Iteration 26Q: 3 clusters Score -9453395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9453399.000000 Penalty: 5391.168945
	Iteration 27Q: 3 clusters Score -9453399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -9453406.000000 Penalty: 5391.168945
	Iteration 28Q: 3 clusters Score -9453406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -9453400.000000 Penalty: 5391.168945
	Iteration 29Q: 3 clusters Score -9453400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -9453400.000000 Penalty: 5391.168945
	Iteration 30F: 3 clusters Score -9453400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Entering Unmasked Estep 
Score: -2506164.500000 Penalty: 2376.756348
	Iteration 0F: 2 clusters Score -2506164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2495639.000000 Penalty: 4753.512695
	Iteration 0F: 3 clusters Score -2495639 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2499180.250000 Penalty: 4753.512695
	Iteration 1F: 3 clusters Score -2499180 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2499741.750000 Penalty: 4753.512695
	Iteration 2F: 3 clusters Score -2499742 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2500211.750000 Penalty: 4753.512695
	Iteration 3F: 3 clusters Score -2500212 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2500602.750000 Penalty: 4753.512695
	Iteration 4F: 3 clusters Score -2500603 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2500970.500000 Penalty: 4753.512695
	Iteration 5F: 3 clusters Score -2500970 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2501356.500000 Penalty: 4753.512695
	Iteration 6Q: 3 clusters Score -2501356 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2501792.500000 Penalty: 4753.512695
	Iteration 7Q: 3 clusters Score -2501792 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2502183.500000 Penalty: 4753.512695
	Iteration 8Q: 3 clusters Score -2502184 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2502553.000000 Penalty: 4753.512695
	Iteration 9Q: 3 clusters Score -2502553 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2502865.000000 Penalty: 4753.512695
	Iteration 10Q: 3 clusters Score -2502865 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2503147.750000 Penalty: 4753.512695
	Iteration 11Q: 3 clusters Score -2503148 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2503411.750000 Penalty: 4753.512695
	Iteration 12Q: 3 clusters Score -2503412 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2503612.750000 Penalty: 4753.512695
	Iteration 13Q: 3 clusters Score -2503613 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2503773.000000 Penalty: 4753.512695
	Iteration 14Q: 3 clusters Score -2503773 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2503902.500000 Penalty: 4753.512695
	Iteration 15Q: 3 clusters Score -2503902 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2504005.250000 Penalty: 4753.512695
	Iteration 16Q: 3 clusters Score -2504005 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2504087.750000 Penalty: 4753.512695
	Iteration 17Q: 3 clusters Score -2504088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2504157.000000 Penalty: 4753.512695
	Iteration 18Q: 3 clusters Score -2504157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2504203.750000 Penalty: 4753.512695
	Iteration 19Q: 3 clusters Score -2504204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2504257.500000 Penalty: 4753.512695
	Iteration 20F: 3 clusters Score -2504258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2504288.000000 Penalty: 4753.512695
	Iteration 21Q: 3 clusters Score -2504288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2504317.250000 Penalty: 4753.512695
	Iteration 22Q: 3 clusters Score -2504317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2504338.750000 Penalty: 4753.512695
	Iteration 23Q: 3 clusters Score -2504339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2504357.250000 Penalty: 4753.512695
	Iteration 24Q: 3 clusters Score -2504357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2504357.750000 Penalty: 4753.512695
	Iteration 25Q: 3 clusters Score -2504358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2504377.250000 Penalty: 4753.512695
	Iteration 26Q: 3 clusters Score -2504377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2504399.500000 Penalty: 4753.512695
	Iteration 27Q: 3 clusters Score -2504400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2504417.250000 Penalty: 4753.512695
	Iteration 28Q: 3 clusters Score -2504417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2504432.250000 Penalty: 4753.512695
	Iteration 29Q: 3 clusters Score -2504432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2504448.000000 Penalty: 4753.512695
	Iteration 30Q: 3 clusters Score -2504448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2504458.500000 Penalty: 4753.512695
	Iteration 31Q: 3 clusters Score -2504458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2504463.750000 Penalty: 4753.512695
	Iteration 32Q: 3 clusters Score -2504464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2504470.250000 Penalty: 4753.512695
	Iteration 33Q: 3 clusters Score -2504470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2504472.500000 Penalty: 4753.512695
	Iteration 34Q: 3 clusters Score -2504472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2504477.000000 Penalty: 4753.512695
	Iteration 35Q: 3 clusters Score -2504477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2504482.750000 Penalty: 4753.512695
	Iteration 36Q: 3 clusters Score -2504483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2504481.500000 Penalty: 4753.512695
	Iteration 37Q: 3 clusters Score -2504482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2504487.750000 Penalty: 4753.512695
	Iteration 38Q: 3 clusters Score -2504488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2504484.750000 Penalty: 4753.512695
	Iteration 39Q: 3 clusters Score -2504485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2504484.750000 Penalty: 4753.512695
	Iteration 40F: 3 clusters Score -2504485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2504493.500000 Penalty: 4753.512695
	Iteration 41Q: 3 clusters Score -2504494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2504493.500000 Penalty: 4753.512695
	Iteration 42Q: 3 clusters Score -2504494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2504495.750000 Penalty: 4753.512695
	Iteration 43Q: 3 clusters Score -2504496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2504497.750000 Penalty: 4753.512695
	Iteration 44Q: 3 clusters Score -2504498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2504499.500000 Penalty: 4753.512695
	Iteration 45Q: 3 clusters Score -2504500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2504498.000000 Penalty: 4753.512695
	Iteration 46Q: 3 clusters Score -2504498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2504498.000000 Penalty: 4753.512695
	Iteration 47F: 3 clusters Score -2504498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Entering Unmasked Estep 
Score: -7984138.500000 Penalty: 2657.026855
	Iteration 0F: 2 clusters Score -7984138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -7954754.500000 Penalty: 5314.053711
	Iteration 0F: 3 clusters Score -7954754 nChanged 20707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7966533.000000 Penalty: 5314.053711
	Iteration 1F: 3 clusters Score -7966533 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -7967821.000000 Penalty: 5314.053711
	Iteration 2F: 3 clusters Score -7967821 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -7969663.000000 Penalty: 5314.053711
	Iteration 3F: 3 clusters Score -7969663 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -7972051.000000 Penalty: 5314.053711
	Iteration 4F: 3 clusters Score -7972051 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -7974737.000000 Penalty: 5314.053711
	Iteration 5F: 3 clusters Score -7974737 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -7977277.000000 Penalty: 5314.053711
	Iteration 6F: 3 clusters Score -7977277 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -7979294.000000 Penalty: 5314.053711
	Iteration 7F: 3 clusters Score -7979294 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -7980807.000000 Penalty: 5314.053711
	Iteration 8Q: 3 clusters Score -7980807 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -7981890.500000 Penalty: 5314.053711
	Iteration 9Q: 3 clusters Score -7981890 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7982472.500000 Penalty: 5314.053711
	Iteration 10Q: 3 clusters Score -7982472 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7982794.000000 Penalty: 5314.053711
	Iteration 11Q: 3 clusters Score -7982794 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7983059.000000 Penalty: 5314.053711
	Iteration 12Q: 3 clusters Score -7983059 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7983261.000000 Penalty: 5314.053711
	Iteration 13Q: 3 clusters Score -7983261 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7983337.500000 Penalty: 5314.053711
	Iteration 14Q: 3 clusters Score -7983338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7983400.000000 Penalty: 5314.053711
	Iteration 15Q: 3 clusters Score -7983400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7983402.000000 Penalty: 5314.053711
	Iteration 16Q: 3 clusters Score -7983402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7983435.500000 Penalty: 5314.053711
	Iteration 17Q: 3 clusters Score -7983436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7983434.000000 Penalty: 5314.053711
	Iteration 18Q: 3 clusters Score -7983434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7983437.500000 Penalty: 5314.053711
	Iteration 19Q: 3 clusters Score -7983438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7983455.000000 Penalty: 5314.053711
	Iteration 20F: 3 clusters Score -7983455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7983468.500000 Penalty: 5314.053711
	Iteration 21Q: 3 clusters Score -7983468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7983479.000000 Penalty: 5314.053711
	Iteration 22Q: 3 clusters Score -7983479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7983489.500000 Penalty: 5314.053711
	Iteration 23Q: 3 clusters Score -7983490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7983499.000000 Penalty: 5314.053711
	Iteration 24Q: 3 clusters Score -7983499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7983500.500000 Penalty: 5314.053711
	Iteration 25Q: 3 clusters Score -7983500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7983495.500000 Penalty: 5314.053711
	Iteration 26Q: 3 clusters Score -7983496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7983501.500000 Penalty: 5314.053711
	Iteration 27Q: 3 clusters Score -7983502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7983494.500000 Penalty: 5314.053711
	Iteration 28Q: 3 clusters Score -7983494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7983496.500000 Penalty: 5314.053711
	Iteration 29Q: 3 clusters Score -7983496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7983496.500000 Penalty: 5314.053711
	Iteration 30F: 3 clusters Score -7983496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Entering Unmasked Estep 
Score: -7928897.500000 Penalty: 2652.833740
	Iteration 0F: 2 clusters Score -7928898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -7900021.500000 Penalty: 5305.667480
	Iteration 0F: 3 clusters Score -7900022 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -7910980.000000 Penalty: 5305.667480
	Iteration 1F: 3 clusters Score -7910980 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7911454.000000 Penalty: 5305.667480
	Iteration 2Q: 3 clusters Score -7911454 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -7911858.000000 Penalty: 5305.667480
	Iteration 3Q: 3 clusters Score -7911858 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -7912458.000000 Penalty: 5305.667480
	Iteration 4Q: 3 clusters Score -7912458 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -7913026.000000 Penalty: 5305.667480
	Iteration 5Q: 3 clusters Score -7913026 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -7913855.500000 Penalty: 5305.667480
	Iteration 6Q: 3 clusters Score -7913856 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -7915066.000000 Penalty: 5305.667480
	Iteration 7Q: 3 clusters Score -7915066 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -7916732.500000 Penalty: 5305.667480
	Iteration 8F: 3 clusters Score -7916732 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -7918977.000000 Penalty: 5305.667480
	Iteration 9F: 3 clusters Score -7918977 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -7921582.500000 Penalty: 5305.667480
	Iteration 10F: 3 clusters Score -7921582 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7923819.500000 Penalty: 5305.667480
	Iteration 11F: 3 clusters Score -7923820 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7925193.000000 Penalty: 5305.667480
	Iteration 12Q: 3 clusters Score -7925193 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7925882.500000 Penalty: 5305.667480
	Iteration 13Q: 3 clusters Score -7925882 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7926214.500000 Penalty: 5305.667480
	Iteration 14Q: 3 clusters Score -7926214 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7926336.000000 Penalty: 5305.667480
	Iteration 15Q: 3 clusters Score -7926336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7926436.500000 Penalty: 5305.667480
	Iteration 16Q: 3 clusters Score -7926436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7926484.500000 Penalty: 5305.667480
	Iteration 17Q: 3 clusters Score -7926484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7926526.000000 Penalty: 5305.667480
	Iteration 18Q: 3 clusters Score -7926526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7926540.000000 Penalty: 5305.667480
	Iteration 19Q: 3 clusters Score -7926540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7926544.500000 Penalty: 5305.667480
	Iteration 20F: 3 clusters Score -7926544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7926554.000000 Penalty: 5305.667480
	Iteration 21Q: 3 clusters Score -7926554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7926562.500000 Penalty: 5305.667480
	Iteration 22Q: 3 clusters Score -7926562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7926575.500000 Penalty: 5305.667480
	Iteration 23Q: 3 clusters Score -7926576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7926579.500000 Penalty: 5305.667480
	Iteration 24Q: 3 clusters Score -7926580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7926585.000000 Penalty: 5305.667480
	Iteration 25Q: 3 clusters Score -7926585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7926585.000000 Penalty: 5305.667480
	Iteration 26Q: 3 clusters Score -7926585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7926585.500000 Penalty: 5305.667480
	Iteration 27Q: 3 clusters Score -7926586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7926584.000000 Penalty: 5305.667480
	Iteration 28Q: 3 clusters Score -7926584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7926584.000000 Penalty: 5305.667480
	Iteration 29F: 3 clusters Score -7926584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Entering Unmasked Estep 
Score: -7977411.000000 Penalty: 2651.224365
	Iteration 0F: 2 clusters Score -7977411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -7949069.000000 Penalty: 5302.448730
	Iteration 0F: 3 clusters Score -7949069 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -7959987.000000 Penalty: 5302.448730
	Iteration 1F: 3 clusters Score -7959987 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7960571.500000 Penalty: 5302.448730
	Iteration 2Q: 3 clusters Score -7960572 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -7961053.000000 Penalty: 5302.448730
	Iteration 3Q: 3 clusters Score -7961053 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -7961533.500000 Penalty: 5302.448730
	Iteration 4Q: 3 clusters Score -7961534 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -7962074.500000 Penalty: 5302.448730
	Iteration 5Q: 3 clusters Score -7962074 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -7962683.500000 Penalty: 5302.448730
	Iteration 6Q: 3 clusters Score -7962684 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -7963455.500000 Penalty: 5302.448730
	Iteration 7Q: 3 clusters Score -7963456 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -7964541.500000 Penalty: 5302.448730
	Iteration 8Q: 3 clusters Score -7964542 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -7965918.500000 Penalty: 5302.448730
	Iteration 9F: 3 clusters Score -7965918 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -7967744.000000 Penalty: 5302.448730
	Iteration 10F: 3 clusters Score -7967744 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -7969473.000000 Penalty: 5302.448730
	Iteration 11F: 3 clusters Score -7969473 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7971007.000000 Penalty: 5302.448730
	Iteration 12Q: 3 clusters Score -7971007 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -7972203.000000 Penalty: 5302.448730
	Iteration 13Q: 3 clusters Score -7972203 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7973118.000000 Penalty: 5302.448730
	Iteration 14Q: 3 clusters Score -7973118 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7973809.000000 Penalty: 5302.448730
	Iteration 15Q: 3 clusters Score -7973809 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -7974250.500000 Penalty: 5302.448730
	Iteration 16Q: 3 clusters Score -7974250 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -7974519.000000 Penalty: 5302.448730
	Iteration 17Q: 3 clusters Score -7974519 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -7974725.000000 Penalty: 5302.448730
	Iteration 18Q: 3 clusters Score -7974725 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -7974898.000000 Penalty: 5302.448730
	Iteration 19Q: 3 clusters Score -7974898 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -7975012.500000 Penalty: 5302.448730
	Iteration 20F: 3 clusters Score -7975012 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -7975077.500000 Penalty: 5302.448730
	Iteration 21Q: 3 clusters Score -7975078 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -7975126.000000 Penalty: 5302.448730
	Iteration 22Q: 3 clusters Score -7975126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -7975134.500000 Penalty: 5302.448730
	Iteration 23Q: 3 clusters Score -7975134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -7975154.500000 Penalty: 5302.448730
	Iteration 24Q: 3 clusters Score -7975154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -7975165.500000 Penalty: 5302.448730
	Iteration 25Q: 3 clusters Score -7975166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -7975181.000000 Penalty: 5302.448730
	Iteration 26Q: 3 clusters Score -7975181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -7975202.500000 Penalty: 5302.448730
	Iteration 27Q: 3 clusters Score -7975202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -7975209.500000 Penalty: 5302.448730
	Iteration 28Q: 3 clusters Score -7975210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -7975207.500000 Penalty: 5302.448730
	Iteration 29Q: 3 clusters Score -7975208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -7975209.000000 Penalty: 5302.448730
	Iteration 30Q: 3 clusters Score -7975209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -7975214.000000 Penalty: 5302.448730
	Iteration 31Q: 3 clusters Score -7975214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -7975224.000000 Penalty: 5302.448730
	Iteration 32Q: 3 clusters Score -7975224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -7975222.500000 Penalty: 5302.448730
	Iteration 33Q: 3 clusters Score -7975222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -7975223.000000 Penalty: 5302.448730
	Iteration 34Q: 3 clusters Score -7975223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -7975224.500000 Penalty: 5302.448730
	Iteration 35Q: 3 clusters Score -7975224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7975228.500000 Penalty: 5302.448730
	Iteration 36Q: 3 clusters Score -7975228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -7975230.000000 Penalty: 5302.448730
	Iteration 37Q: 3 clusters Score -7975230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -7975233.000000 Penalty: 5302.448730
	Iteration 38Q: 3 clusters Score -7975233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -7975230.500000 Penalty: 5302.448730
	Iteration 39Q: 3 clusters Score -7975230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -7975238.000000 Penalty: 5302.448730
	Iteration 40F: 3 clusters Score -7975238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -7975240.000000 Penalty: 5302.448730
	Iteration 41Q: 3 clusters Score -7975240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -7975237.000000 Penalty: 5302.448730
	Iteration 42Q: 3 clusters Score -7975237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -7975238.000000 Penalty: 5302.448730
	Iteration 43Q: 3 clusters Score -7975238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -7975235.000000 Penalty: 5302.448730
	Iteration 44Q: 3 clusters Score -7975235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -7975234.000000 Penalty: 5302.448730
	Iteration 45Q: 3 clusters Score -7975234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -7975234.500000 Penalty: 5302.448730
	Iteration 46Q: 3 clusters Score -7975234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -7975238.000000 Penalty: 5302.448730
	Iteration 47Q: 3 clusters Score -7975238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -7975238.000000 Penalty: 5302.448730
	Iteration 48F: 3 clusters Score -7975238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -2411678.250000 Penalty: 2372.138184
	Iteration 0F: 2 clusters Score -2411678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2401286.000000 Penalty: 4744.276367
	Iteration 0F: 3 clusters Score -2401286 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2404795.250000 Penalty: 4744.276367
	Iteration 1F: 3 clusters Score -2404795 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2405539.500000 Penalty: 4744.276367
	Iteration 2F: 3 clusters Score -2405540 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2406311.000000 Penalty: 4744.276367
	Iteration 3F: 3 clusters Score -2406311 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2407060.500000 Penalty: 4744.276367
	Iteration 4F: 3 clusters Score -2407060 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2407684.750000 Penalty: 4744.276367
	Iteration 5F: 3 clusters Score -2407685 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2408187.750000 Penalty: 4744.276367
	Iteration 6F: 3 clusters Score -2408188 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2408639.250000 Penalty: 4744.276367
	Iteration 7Q: 3 clusters Score -2408639 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2408993.250000 Penalty: 4744.276367
	Iteration 8Q: 3 clusters Score -2408993 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2409234.500000 Penalty: 4744.276367
	Iteration 9Q: 3 clusters Score -2409234 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2409420.500000 Penalty: 4744.276367
	Iteration 10Q: 3 clusters Score -2409420 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2409564.500000 Penalty: 4744.276367
	Iteration 11Q: 3 clusters Score -2409564 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2409703.750000 Penalty: 4744.276367
	Iteration 12Q: 3 clusters Score -2409704 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2409819.750000 Penalty: 4744.276367
	Iteration 13Q: 3 clusters Score -2409820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2409952.250000 Penalty: 4744.276367
	Iteration 14Q: 3 clusters Score -2409952 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2410056.000000 Penalty: 4744.276367
	Iteration 15Q: 3 clusters Score -2410056 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2410141.250000 Penalty: 4744.276367
	Iteration 16Q: 3 clusters Score -2410141 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2410212.500000 Penalty: 4744.276367
	Iteration 17Q: 3 clusters Score -2410212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2410273.250000 Penalty: 4744.276367
	Iteration 18Q: 3 clusters Score -2410273 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2410329.750000 Penalty: 4744.276367
	Iteration 19Q: 3 clusters Score -2410330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2410378.250000 Penalty: 4744.276367
	Iteration 20F: 3 clusters Score -2410378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2410416.500000 Penalty: 4744.276367
	Iteration 21Q: 3 clusters Score -2410416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2410435.000000 Penalty: 4744.276367
	Iteration 22Q: 3 clusters Score -2410435 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2410460.000000 Penalty: 4744.276367
	Iteration 23Q: 3 clusters Score -2410460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2410475.000000 Penalty: 4744.276367
	Iteration 24Q: 3 clusters Score -2410475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2410495.500000 Penalty: 4744.276367
	Iteration 25Q: 3 clusters Score -2410496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2410524.250000 Penalty: 4744.276367
	Iteration 26Q: 3 clusters Score -2410524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2410546.250000 Penalty: 4744.276367
	Iteration 27Q: 3 clusters Score -2410546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2410566.000000 Penalty: 4744.276367
	Iteration 28Q: 3 clusters Score -2410566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2410591.500000 Penalty: 4744.276367
	Iteration 29Q: 3 clusters Score -2410592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2410620.500000 Penalty: 4744.276367
	Iteration 30Q: 3 clusters Score -2410620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2410636.750000 Penalty: 4744.276367
	Iteration 31Q: 3 clusters Score -2410637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2410648.750000 Penalty: 4744.276367
	Iteration 32Q: 3 clusters Score -2410649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2410668.000000 Penalty: 4744.276367
	Iteration 33Q: 3 clusters Score -2410668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2410681.000000 Penalty: 4744.276367
	Iteration 34Q: 3 clusters Score -2410681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2410687.500000 Penalty: 4744.276367
	Iteration 35Q: 3 clusters Score -2410688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2410693.500000 Penalty: 4744.276367
	Iteration 36Q: 3 clusters Score -2410694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2410694.250000 Penalty: 4744.276367
	Iteration 37Q: 3 clusters Score -2410694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2410694.500000 Penalty: 4744.276367
	Iteration 38Q: 3 clusters Score -2410694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2410693.250000 Penalty: 4744.276367
	Iteration 39Q: 3 clusters Score -2410693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2410689.500000 Penalty: 4744.276367
	Iteration 40F: 3 clusters Score -2410690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2410691.500000 Penalty: 4744.276367
	Iteration 41Q: 3 clusters Score -2410692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2410693.500000 Penalty: 4744.276367
	Iteration 42Q: 3 clusters Score -2410694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2410692.000000 Penalty: 4744.276367
	Iteration 43Q: 3 clusters Score -2410692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2410693.000000 Penalty: 4744.276367
	Iteration 44Q: 3 clusters Score -2410693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2410693.250000 Penalty: 4744.276367
	Iteration 45Q: 3 clusters Score -2410693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2410693.250000 Penalty: 4744.276367
	Iteration 46F: 3 clusters Score -2410693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Entering Unmasked Estep 
Score: -5572946.500000 Penalty: 2567.077393
	Iteration 0F: 2 clusters Score -5572946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -5551581.000000 Penalty: 5134.154785
	Iteration 0F: 3 clusters Score -5551581 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5559519.500000 Penalty: 5134.154785
	Iteration 1F: 3 clusters Score -5559520 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5560040.000000 Penalty: 5134.154785
	Iteration 2Q: 3 clusters Score -5560040 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -5560581.500000 Penalty: 5134.154785
	Iteration 3Q: 3 clusters Score -5560582 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5561084.500000 Penalty: 5134.154785
	Iteration 4Q: 3 clusters Score -5561084 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -5561661.000000 Penalty: 5134.154785
	Iteration 5Q: 3 clusters Score -5561661 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -5562347.000000 Penalty: 5134.154785
	Iteration 6Q: 3 clusters Score -5562347 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -5563174.000000 Penalty: 5134.154785
	Iteration 7Q: 3 clusters Score -5563174 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5564091.500000 Penalty: 5134.154785
	Iteration 8Q: 3 clusters Score -5564092 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -5565148.500000 Penalty: 5134.154785
	Iteration 9F: 3 clusters Score -5565148 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5565916.000000 Penalty: 5134.154785
	Iteration 10Q: 3 clusters Score -5565916 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -5566410.000000 Penalty: 5134.154785
	Iteration 11Q: 3 clusters Score -5566410 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5566667.500000 Penalty: 5134.154785
	Iteration 12Q: 3 clusters Score -5566668 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -5566830.000000 Penalty: 5134.154785
	Iteration 13Q: 3 clusters Score -5566830 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5566899.500000 Penalty: 5134.154785
	Iteration 14Q: 3 clusters Score -5566900 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -5566984.500000 Penalty: 5134.154785
	Iteration 15Q: 3 clusters Score -5566984 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5567030.500000 Penalty: 5134.154785
	Iteration 16Q: 3 clusters Score -5567030 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5567088.000000 Penalty: 5134.154785
	Iteration 17Q: 3 clusters Score -5567088 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -5567136.500000 Penalty: 5134.154785
	Iteration 18Q: 3 clusters Score -5567136 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5567185.500000 Penalty: 5134.154785
	Iteration 19Q: 3 clusters Score -5567186 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5567262.000000 Penalty: 5134.154785
	Iteration 20F: 3 clusters Score -5567262 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5567345.500000 Penalty: 5134.154785
	Iteration 21Q: 3 clusters Score -5567346 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5567427.500000 Penalty: 5134.154785
	Iteration 22Q: 3 clusters Score -5567428 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5567499.500000 Penalty: 5134.154785
	Iteration 23Q: 3 clusters Score -5567500 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -5567622.500000 Penalty: 5134.154785
	Iteration 24Q: 3 clusters Score -5567622 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5567736.500000 Penalty: 5134.154785
	Iteration 25Q: 3 clusters Score -5567736 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5567849.500000 Penalty: 5134.154785
	Iteration 26Q: 3 clusters Score -5567850 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5567992.500000 Penalty: 5134.154785
	Iteration 27Q: 3 clusters Score -5567992 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -5568078.500000 Penalty: 5134.154785
	Iteration 28Q: 3 clusters Score -5568078 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -5568199.000000 Penalty: 5134.154785
	Iteration 29Q: 3 clusters Score -5568199 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5568329.000000 Penalty: 5134.154785
	Iteration 30Q: 3 clusters Score -5568329 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5568438.500000 Penalty: 5134.154785
	Iteration 31Q: 3 clusters Score -5568438 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -5568585.500000 Penalty: 5134.154785
	Iteration 32Q: 3 clusters Score -5568586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5568679.000000 Penalty: 5134.154785
	Iteration 33Q: 3 clusters Score -5568679 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5568781.000000 Penalty: 5134.154785
	Iteration 34Q: 3 clusters Score -5568781 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5568881.500000 Penalty: 5134.154785
	Iteration 35Q: 3 clusters Score -5568882 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -5568994.000000 Penalty: 5134.154785
	Iteration 36Q: 3 clusters Score -5568994 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -5569124.000000 Penalty: 5134.154785
	Iteration 37Q: 3 clusters Score -5569124 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -5569215.500000 Penalty: 5134.154785
	Iteration 38Q: 3 clusters Score -5569216 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5569332.500000 Penalty: 5134.154785
	Iteration 39Q: 3 clusters Score -5569332 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -5569445.500000 Penalty: 5134.154785
	Iteration 40F: 3 clusters Score -5569446 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5569555.000000 Penalty: 5134.154785
	Iteration 41Q: 3 clusters Score -5569555 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5569642.500000 Penalty: 5134.154785
	Iteration 42Q: 3 clusters Score -5569642 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5569716.000000 Penalty: 5134.154785
	Iteration 43Q: 3 clusters Score -5569716 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5569808.000000 Penalty: 5134.154785
	Iteration 44Q: 3 clusters Score -5569808 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5569897.500000 Penalty: 5134.154785
	Iteration 45Q: 3 clusters Score -5569898 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -5569944.000000 Penalty: 5134.154785
	Iteration 46Q: 3 clusters Score -5569944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5570033.500000 Penalty: 5134.154785
	Iteration 47Q: 3 clusters Score -5570034 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5570142.000000 Penalty: 5134.154785
	Iteration 48Q: 3 clusters Score -5570142 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5570186.500000 Penalty: 5134.154785
	Iteration 49Q: 3 clusters Score -5570186 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -5570243.500000 Penalty: 5134.154785
	Iteration 50Q: 3 clusters Score -5570244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -5570296.000000 Penalty: 5134.154785
	Iteration 51Q: 3 clusters Score -5570296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -5570341.500000 Penalty: 5134.154785
	Iteration 52Q: 3 clusters Score -5570342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -5570393.000000 Penalty: 5134.154785
	Iteration 53Q: 3 clusters Score -5570393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -5570453.000000 Penalty: 5134.154785
	Iteration 54Q: 3 clusters Score -5570453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -5570493.000000 Penalty: 5134.154785
	Iteration 55Q: 3 clusters Score -5570493 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5570515.000000 Penalty: 5134.154785
	Iteration 56Q: 3 clusters Score -5570515 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5570556.500000 Penalty: 5134.154785
	Iteration 57Q: 3 clusters Score -5570556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -5570577.500000 Penalty: 5134.154785
	Iteration 58Q: 3 clusters Score -5570578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5570587.000000 Penalty: 5134.154785
	Iteration 59Q: 3 clusters Score -5570587 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -5570604.000000 Penalty: 5134.154785
	Iteration 60F: 3 clusters Score -5570604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -5570637.000000 Penalty: 5134.154785
	Iteration 61Q: 3 clusters Score -5570637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -5570649.500000 Penalty: 5134.154785
	Iteration 62Q: 3 clusters Score -5570650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5570676.000000 Penalty: 5134.154785
	Iteration 63Q: 3 clusters Score -5570676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -5570679.500000 Penalty: 5134.154785
	Iteration 64Q: 3 clusters Score -5570680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -5570717.000000 Penalty: 5134.154785
	Iteration 65Q: 3 clusters Score -5570717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5570742.500000 Penalty: 5134.154785
	Iteration 66Q: 3 clusters Score -5570742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5570769.000000 Penalty: 5134.154785
	Iteration 67Q: 3 clusters Score -5570769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5570796.500000 Penalty: 5134.154785
	Iteration 68Q: 3 clusters Score -5570796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -5570814.000000 Penalty: 5134.154785
	Iteration 69Q: 3 clusters Score -5570814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -5570830.500000 Penalty: 5134.154785
	Iteration 70Q: 3 clusters Score -5570830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -5570833.500000 Penalty: 5134.154785
	Iteration 71Q: 3 clusters Score -5570834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -5570846.000000 Penalty: 5134.154785
	Iteration 72Q: 3 clusters Score -5570846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -5570859.500000 Penalty: 5134.154785
	Iteration 73Q: 3 clusters Score -5570860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -5570869.500000 Penalty: 5134.154785
	Iteration 74Q: 3 clusters Score -5570870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -5570878.000000 Penalty: 5134.154785
	Iteration 75Q: 3 clusters Score -5570878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5570889.500000 Penalty: 5134.154785
	Iteration 76Q: 3 clusters Score -5570890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -5570910.500000 Penalty: 5134.154785
	Iteration 77Q: 3 clusters Score -5570910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -5570909.500000 Penalty: 5134.154785
	Iteration 78Q: 3 clusters Score -5570910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5570910.000000 Penalty: 5134.154785
	Iteration 79Q: 3 clusters Score -5570910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -5570905.500000 Penalty: 5134.154785
	Iteration 80F: 3 clusters Score -5570906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -5570907.500000 Penalty: 5134.154785
	Iteration 81Q: 3 clusters Score -5570908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5570914.000000 Penalty: 5134.154785
	Iteration 82Q: 3 clusters Score -5570914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5570911.500000 Penalty: 5134.154785
	Iteration 83Q: 3 clusters Score -5570912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -5570911.000000 Penalty: 5134.154785
	Iteration 84Q: 3 clusters Score -5570911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -5570914.000000 Penalty: 5134.154785
	Iteration 85Q: 3 clusters Score -5570914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5570909.500000 Penalty: 5134.154785
	Iteration 86Q: 3 clusters Score -5570910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -5570915.500000 Penalty: 5134.154785
	Iteration 87Q: 3 clusters Score -5570916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -5570911.000000 Penalty: 5134.154785
	Iteration 88Q: 3 clusters Score -5570911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -5570918.500000 Penalty: 5134.154785
	Iteration 89Q: 3 clusters Score -5570918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5570921.500000 Penalty: 5134.154785
	Iteration 90Q: 3 clusters Score -5570922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -5570926.500000 Penalty: 5134.154785
	Iteration 91Q: 3 clusters Score -5570926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -5570923.000000 Penalty: 5134.154785
	Iteration 92Q: 3 clusters Score -5570923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -5570921.000000 Penalty: 5134.154785
	Iteration 93Q: 3 clusters Score -5570921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -5570925.500000 Penalty: 5134.154785
	Iteration 94Q: 3 clusters Score -5570926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5570929.000000 Penalty: 5134.154785
	Iteration 95Q: 3 clusters Score -5570929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -5570925.500000 Penalty: 5134.154785
	Iteration 96Q: 3 clusters Score -5570926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -5570929.500000 Penalty: 5134.154785
	Iteration 97Q: 3 clusters Score -5570930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -5570930.000000 Penalty: 5134.154785
	Iteration 98Q: 3 clusters Score -5570930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -5570925.000000 Penalty: 5134.154785
	Iteration 99Q: 3 clusters Score -5570925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5570927.000000 Penalty: 5134.154785
	Iteration 100F: 3 clusters Score -5570927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5570926.000000 Penalty: 5134.154785
	Iteration 101Q: 3 clusters Score -5570926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -5570921.000000 Penalty: 5134.154785
	Iteration 102Q: 3 clusters Score -5570921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -5570916.500000 Penalty: 5134.154785
	Iteration 103Q: 3 clusters Score -5570916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -5570927.500000 Penalty: 5134.154785
	Iteration 104Q: 3 clusters Score -5570928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5570930.000000 Penalty: 5134.154785
	Iteration 105Q: 3 clusters Score -5570930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -5570928.000000 Penalty: 5134.154785
	Iteration 106Q: 3 clusters Score -5570928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -5570925.000000 Penalty: 5134.154785
	Iteration 107Q: 3 clusters Score -5570925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5570927.500000 Penalty: 5134.154785
	Iteration 108Q: 3 clusters Score -5570928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5570927.500000 Penalty: 5134.154785
	Iteration 109F: 3 clusters Score -5570928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -380130.687500 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -380130.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -377335.687500 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -377335.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -377959.062500 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -377959.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -378338.593750 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -378338.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -378897.906250 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -378897.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -379258.125000 Penalty: 3847.285156
	Iteration 4F: 3 clusters Score -379258.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -379542.031250 Penalty: 3847.285156
	Iteration 5F: 3 clusters Score -379542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -379741.218750 Penalty: 3847.285156
	Iteration 6F: 3 clusters Score -379741.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -379903.281250 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -379903.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -380061.250000 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -380061.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -380175.093750 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -380175.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -380230.218750 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -380230.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -380269.843750 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -380269.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -380296.000000 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -380296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -380319.218750 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -380319.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -380338.968750 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -380339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -380358.312500 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -380358.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -380381.375000 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -380381.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -380394.500000 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -380394.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -380402.250000 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -380402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -380416.906250 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -380416.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -380436.343750 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -380436.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -380455.312500 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -380455.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -380474.000000 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -380474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -380491.062500 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -380491.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -380505.093750 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -380505.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -380530.562500 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -380530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -380548.218750 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -380548.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -380558.593750 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -380558.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -380568.531250 Penalty: 3847.285156
	Iteration 28Q: 3 clusters Score -380568.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -380574.500000 Penalty: 3847.285156
	Iteration 29Q: 3 clusters Score -380574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -380581.781250 Penalty: 3847.285156
	Iteration 30Q: 3 clusters Score -380581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -380589.125000 Penalty: 3847.285156
	Iteration 31Q: 3 clusters Score -380589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -380601.687500 Penalty: 3847.285156
	Iteration 32Q: 3 clusters Score -380601.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -380619.406250 Penalty: 3847.285156
	Iteration 33Q: 3 clusters Score -380619.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -380648.218750 Penalty: 3847.285156
	Iteration 34Q: 3 clusters Score -380648.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -380692.562500 Penalty: 3847.285156
	Iteration 35Q: 3 clusters Score -380692.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -380729.750000 Penalty: 3847.285156
	Iteration 36Q: 3 clusters Score -380729.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -380748.687500 Penalty: 3847.285156
	Iteration 37Q: 3 clusters Score -380748.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -380766.812500 Penalty: 3847.285156
	Iteration 38Q: 3 clusters Score -380766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -380778.812500 Penalty: 3847.285156
	Iteration 39Q: 3 clusters Score -380778.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -380788.000000 Penalty: 3847.285156
	Iteration 40F: 3 clusters Score -380788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -380793.625000 Penalty: 3847.285156
	Iteration 41Q: 3 clusters Score -380793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -380796.062500 Penalty: 3847.285156
	Iteration 42Q: 3 clusters Score -380796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -380797.343750 Penalty: 3847.285156
	Iteration 43Q: 3 clusters Score -380797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -380799.062500 Penalty: 3847.285156
	Iteration 44Q: 3 clusters Score -380799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -380799.656250 Penalty: 3847.285156
	Iteration 45Q: 3 clusters Score -380799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -380799.656250 Penalty: 3847.285156
	Iteration 46F: 3 clusters Score -380799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42227 members 
Mstep: Class 7 contains 23565 members 
Mstep: Class 8 contains 36653 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 10 contains 25774 members 
Mstep: Class 11 contains 35574 members 
Mstep: Class 12 contains 20138 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46393 members 
Mstep: Class 17 contains 52538 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 44973 members 
Mstep: Class 20 contains 44219 members 
Mstep: Class 21 contains 43933 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 31292 members 
Mstep: Class 24 contains 1499 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52808 members 
Mstep: Class 27 contains 48265 members 
Mstep: Class 28 contains 37409 members 
Mstep: Class 29 contains 41414 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 43502 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 44486 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42350 members 
Mstep: Class 37 contains 69965 members 
Mstep: Class 38 contains 45532 members 
Mstep: Class 39 contains 44163 members 
Mstep: Class 40 contains 838 members 
Entering Unmasked Estep 
Score: -196420320.000000 Penalty: 138191.531250
Splitting cluster 24 changes total score from -196421168.000000 to -196420320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -210002.734375 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -210002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -207949.234375 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -207949.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -208380.406250 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -208380.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208596.562500 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -208596.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208704.656250 Penalty: 3537.718994
	Iteration 3F: 3 clusters Score -208704.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -208803.968750 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -208804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -208859.515625 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -208859.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -208892.484375 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -208892.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -208927.640625 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -208927.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -208956.187500 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -208956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -208973.093750 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -208973.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208989.796875 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -208989.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -209007.187500 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -209007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -209019.359375 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -209019.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209023.687500 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -209023.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -209028.109375 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -209028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -209029.796875 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -209029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -209029.796875 Penalty: 3537.718994
	Iteration 16F: 3 clusters Score -209029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (52808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Entering Unmasked Estep 
Score: -9462855.000000 Penalty: 2696.855713
	Iteration 0F: 2 clusters Score -9462855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -9431612.000000 Penalty: 5393.711426
	Iteration 0F: 3 clusters Score -9431612 nChanged 24443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -9445121.000000 Penalty: 5393.711426
	Iteration 1F: 3 clusters Score -9445121 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -9445577.000000 Penalty: 5393.711426
	Iteration 2Q: 3 clusters Score -9445577 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -9446111.000000 Penalty: 5393.711426
	Iteration 3Q: 3 clusters Score -9446111 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -9446839.000000 Penalty: 5393.711426
	Iteration 4Q: 3 clusters Score -9446839 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -9447846.000000 Penalty: 5393.711426
	Iteration 5Q: 3 clusters Score -9447846 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -9449222.000000 Penalty: 5393.711426
	Iteration 6F: 3 clusters Score -9449222 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -9451333.000000 Penalty: 5393.711426
	Iteration 7F: 3 clusters Score -9451333 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -9453936.000000 Penalty: 5393.711426
	Iteration 8F: 3 clusters Score -9453936 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -9456321.000000 Penalty: 5393.711426
	Iteration 9F: 3 clusters Score -9456321 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -9458129.000000 Penalty: 5393.711426
	Iteration 10F: 3 clusters Score -9458129 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -9459175.000000 Penalty: 5393.711426
	Iteration 11Q: 3 clusters Score -9459175 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -9459680.000000 Penalty: 5393.711426
	Iteration 12Q: 3 clusters Score -9459680 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -9460042.000000 Penalty: 5393.711426
	Iteration 13Q: 3 clusters Score -9460042 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -9460208.000000 Penalty: 5393.711426
	Iteration 14Q: 3 clusters Score -9460208 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -9460323.000000 Penalty: 5393.711426
	Iteration 15Q: 3 clusters Score -9460323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -9460386.000000 Penalty: 5393.711426
	Iteration 16Q: 3 clusters Score -9460386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -9460442.000000 Penalty: 5393.711426
	Iteration 17Q: 3 clusters Score -9460442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -9460483.000000 Penalty: 5393.711426
	Iteration 18Q: 3 clusters Score -9460483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -9460523.000000 Penalty: 5393.711426
	Iteration 19Q: 3 clusters Score -9460523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -9460550.000000 Penalty: 5393.711426
	Iteration 20F: 3 clusters Score -9460550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -9460575.000000 Penalty: 5393.711426
	Iteration 21Q: 3 clusters Score -9460575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -9460599.000000 Penalty: 5393.711426
	Iteration 22Q: 3 clusters Score -9460599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -9460620.000000 Penalty: 5393.711426
	Iteration 23Q: 3 clusters Score -9460620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -9460626.000000 Penalty: 5393.711426
	Iteration 24Q: 3 clusters Score -9460626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9460638.000000 Penalty: 5393.711426
	Iteration 25Q: 3 clusters Score -9460638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -9460638.000000 Penalty: 5393.711426
	Iteration 26Q: 3 clusters Score -9460638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -9460633.000000 Penalty: 5393.711426
	Iteration 27Q: 3 clusters Score -9460633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -9460635.000000 Penalty: 5393.711426
	Iteration 28Q: 3 clusters Score -9460635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -9460631.000000 Penalty: 5393.711426
	Iteration 29Q: 3 clusters Score -9460631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -9460641.000000 Penalty: 5393.711426
	Iteration 30Q: 3 clusters Score -9460641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9460643.000000 Penalty: 5393.711426
	Iteration 31Q: 3 clusters Score -9460643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9460643.000000 Penalty: 5393.711426
	Iteration 32F: 3 clusters Score -9460643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Entering Unmasked Estep 
Score: -8637671.000000 Penalty: 2674.546631
	Iteration 0F: 2 clusters Score -8637671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8606322.000000 Penalty: 5349.093262
	Iteration 0F: 3 clusters Score -8606322 nChanged 22304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8618780.000000 Penalty: 5349.093262
	Iteration 1F: 3 clusters Score -8618780 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -8619471.000000 Penalty: 5349.093262
	Iteration 2Q: 3 clusters Score -8619471 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -8620143.000000 Penalty: 5349.093262
	Iteration 3Q: 3 clusters Score -8620143 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -8620894.000000 Penalty: 5349.093262
	Iteration 4Q: 3 clusters Score -8620894 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -8621808.000000 Penalty: 5349.093262
	Iteration 5Q: 3 clusters Score -8621808 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -8623062.000000 Penalty: 5349.093262
	Iteration 6F: 3 clusters Score -8623062 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -8624835.000000 Penalty: 5349.093262
	Iteration 7F: 3 clusters Score -8624835 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8627008.000000 Penalty: 5349.093262
	Iteration 8F: 3 clusters Score -8627008 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -8629347.000000 Penalty: 5349.093262
	Iteration 9F: 3 clusters Score -8629347 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -8631690.000000 Penalty: 5349.093262
	Iteration 10F: 3 clusters Score -8631690 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8633373.000000 Penalty: 5349.093262
	Iteration 11Q: 3 clusters Score -8633373 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8634490.000000 Penalty: 5349.093262
	Iteration 12Q: 3 clusters Score -8634490 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8635098.000000 Penalty: 5349.093262
	Iteration 13Q: 3 clusters Score -8635098 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8635473.000000 Penalty: 5349.093262
	Iteration 14Q: 3 clusters Score -8635473 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8635651.000000 Penalty: 5349.093262
	Iteration 15Q: 3 clusters Score -8635651 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8635750.000000 Penalty: 5349.093262
	Iteration 16Q: 3 clusters Score -8635750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8635852.000000 Penalty: 5349.093262
	Iteration 17Q: 3 clusters Score -8635852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8635865.000000 Penalty: 5349.093262
	Iteration 18Q: 3 clusters Score -8635865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8635879.000000 Penalty: 5349.093262
	Iteration 19Q: 3 clusters Score -8635879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8635901.000000 Penalty: 5349.093262
	Iteration 20F: 3 clusters Score -8635901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8635907.000000 Penalty: 5349.093262
	Iteration 21Q: 3 clusters Score -8635907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8635906.000000 Penalty: 5349.093262
	Iteration 22Q: 3 clusters Score -8635906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8635906.000000 Penalty: 5349.093262
	Iteration 23Q: 3 clusters Score -8635906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8635908.000000 Penalty: 5349.093262
	Iteration 24Q: 3 clusters Score -8635908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8635920.000000 Penalty: 5349.093262
	Iteration 25Q: 3 clusters Score -8635920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8635923.000000 Penalty: 5349.093262
	Iteration 26Q: 3 clusters Score -8635923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8635919.000000 Penalty: 5349.093262
	Iteration 27Q: 3 clusters Score -8635919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8635924.000000 Penalty: 5349.093262
	Iteration 28Q: 3 clusters Score -8635924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8635921.000000 Penalty: 5349.093262
	Iteration 29Q: 3 clusters Score -8635921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8635925.000000 Penalty: 5349.093262
	Iteration 30Q: 3 clusters Score -8635925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8635926.000000 Penalty: 5349.093262
	Iteration 31Q: 3 clusters Score -8635926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8635922.000000 Penalty: 5349.093262
	Iteration 32Q: 3 clusters Score -8635922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8635922.000000 Penalty: 5349.093262
	Iteration 33F: 3 clusters Score -8635922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (37409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Entering Unmasked Estep 
Score: -6769143.000000 Penalty: 2611.357422
	Iteration 0F: 2 clusters Score -6769143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -6743841.000000 Penalty: 5222.714844
	Iteration 0F: 3 clusters Score -6743841 nChanged 17013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -6753177.500000 Penalty: 5222.714844
	Iteration 1F: 3 clusters Score -6753178 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -6753637.500000 Penalty: 5222.714844
	Iteration 2Q: 3 clusters Score -6753638 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -6754152.000000 Penalty: 5222.714844
	Iteration 3Q: 3 clusters Score -6754152 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -6754886.000000 Penalty: 5222.714844
	Iteration 4Q: 3 clusters Score -6754886 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -6755899.500000 Penalty: 5222.714844
	Iteration 5F: 3 clusters Score -6755900 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -6757391.000000 Penalty: 5222.714844
	Iteration 6F: 3 clusters Score -6757391 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6759604.500000 Penalty: 5222.714844
	Iteration 7F: 3 clusters Score -6759604 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -6762332.000000 Penalty: 5222.714844
	Iteration 8F: 3 clusters Score -6762332 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6764709.000000 Penalty: 5222.714844
	Iteration 9F: 3 clusters Score -6764709 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6765891.000000 Penalty: 5222.714844
	Iteration 10Q: 3 clusters Score -6765891 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6766407.000000 Penalty: 5222.714844
	Iteration 11Q: 3 clusters Score -6766407 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6766588.000000 Penalty: 5222.714844
	Iteration 12Q: 3 clusters Score -6766588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6766680.000000 Penalty: 5222.714844
	Iteration 13Q: 3 clusters Score -6766680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6766731.000000 Penalty: 5222.714844
	Iteration 14Q: 3 clusters Score -6766731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6766751.500000 Penalty: 5222.714844
	Iteration 15Q: 3 clusters Score -6766752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6766773.000000 Penalty: 5222.714844
	Iteration 16Q: 3 clusters Score -6766773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6766788.500000 Penalty: 5222.714844
	Iteration 17Q: 3 clusters Score -6766788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6766810.000000 Penalty: 5222.714844
	Iteration 18Q: 3 clusters Score -6766810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6766815.500000 Penalty: 5222.714844
	Iteration 19Q: 3 clusters Score -6766816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6766818.000000 Penalty: 5222.714844
	Iteration 20F: 3 clusters Score -6766818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6766820.000000 Penalty: 5222.714844
	Iteration 21Q: 3 clusters Score -6766820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6766820.000000 Penalty: 5222.714844
	Iteration 22F: 3 clusters Score -6766820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Entering Unmasked Estep 
Score: -7344919.000000 Penalty: 2636.580811
	Iteration 0F: 2 clusters Score -7344919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -7317114.500000 Penalty: 5273.161621
	Iteration 0F: 3 clusters Score -7317114 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -7327571.000000 Penalty: 5273.161621
	Iteration 1F: 3 clusters Score -7327571 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -7328244.500000 Penalty: 5273.161621
	Iteration 2Q: 3 clusters Score -7328244 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -7329022.000000 Penalty: 5273.161621
	Iteration 3Q: 3 clusters Score -7329022 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -7330188.500000 Penalty: 5273.161621
	Iteration 4F: 3 clusters Score -7330188 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -7332036.000000 Penalty: 5273.161621
	Iteration 5F: 3 clusters Score -7332036 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -7334627.500000 Penalty: 5273.161621
	Iteration 6F: 3 clusters Score -7334628 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -7337736.000000 Penalty: 5273.161621
	Iteration 7F: 3 clusters Score -7337736 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7340349.000000 Penalty: 5273.161621
	Iteration 8F: 3 clusters Score -7340349 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7341901.000000 Penalty: 5273.161621
	Iteration 9Q: 3 clusters Score -7341901 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7342640.500000 Penalty: 5273.161621
	Iteration 10Q: 3 clusters Score -7342640 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7342980.000000 Penalty: 5273.161621
	Iteration 11Q: 3 clusters Score -7342980 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7343136.500000 Penalty: 5273.161621
	Iteration 12Q: 3 clusters Score -7343136 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7343217.500000 Penalty: 5273.161621
	Iteration 13Q: 3 clusters Score -7343218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7343264.500000 Penalty: 5273.161621
	Iteration 14Q: 3 clusters Score -7343264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7343295.000000 Penalty: 5273.161621
	Iteration 15Q: 3 clusters Score -7343295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7343312.000000 Penalty: 5273.161621
	Iteration 16Q: 3 clusters Score -7343312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7343333.500000 Penalty: 5273.161621
	Iteration 17Q: 3 clusters Score -7343334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7343343.000000 Penalty: 5273.161621
	Iteration 18Q: 3 clusters Score -7343343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7343349.500000 Penalty: 5273.161621
	Iteration 19Q: 3 clusters Score -7343350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7343359.500000 Penalty: 5273.161621
	Iteration 20F: 3 clusters Score -7343360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7343370.500000 Penalty: 5273.161621
	Iteration 21Q: 3 clusters Score -7343370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7343367.500000 Penalty: 5273.161621
	Iteration 22Q: 3 clusters Score -7343368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7343364.500000 Penalty: 5273.161621
	Iteration 23Q: 3 clusters Score -7343364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7343366.000000 Penalty: 5273.161621
	Iteration 24Q: 3 clusters Score -7343366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7343367.000000 Penalty: 5273.161621
	Iteration 25Q: 3 clusters Score -7343367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7343368.000000 Penalty: 5273.161621
	Iteration 26Q: 3 clusters Score -7343368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7343368.000000 Penalty: 5273.161621
	Iteration 27F: 3 clusters Score -7343368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Entering Unmasked Estep 
Score: -2163154.500000 Penalty: 2333.621826
	Iteration 0F: 2 clusters Score -2163154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2154140.000000 Penalty: 4667.243652
	Iteration 0F: 3 clusters Score -2154140 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2156943.250000 Penalty: 4667.243652
	Iteration 1F: 3 clusters Score -2156943 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2157429.750000 Penalty: 4667.243652
	Iteration 2F: 3 clusters Score -2157430 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2157865.750000 Penalty: 4667.243652
	Iteration 3F: 3 clusters Score -2157866 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2158253.750000 Penalty: 4667.243652
	Iteration 4F: 3 clusters Score -2158254 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2158617.750000 Penalty: 4667.243652
	Iteration 5F: 3 clusters Score -2158618 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2159017.500000 Penalty: 4667.243652
	Iteration 6F: 3 clusters Score -2159018 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2159418.000000 Penalty: 4667.243652
	Iteration 7F: 3 clusters Score -2159418 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2159774.000000 Penalty: 4667.243652
	Iteration 8Q: 3 clusters Score -2159774 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2160165.250000 Penalty: 4667.243652
	Iteration 9Q: 3 clusters Score -2160165 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2160485.750000 Penalty: 4667.243652
	Iteration 10Q: 3 clusters Score -2160486 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2160730.000000 Penalty: 4667.243652
	Iteration 11Q: 3 clusters Score -2160730 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2160920.500000 Penalty: 4667.243652
	Iteration 12Q: 3 clusters Score -2160920 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2161054.250000 Penalty: 4667.243652
	Iteration 13Q: 3 clusters Score -2161054 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2161149.750000 Penalty: 4667.243652
	Iteration 14Q: 3 clusters Score -2161150 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2161224.750000 Penalty: 4667.243652
	Iteration 15Q: 3 clusters Score -2161225 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2161285.750000 Penalty: 4667.243652
	Iteration 16Q: 3 clusters Score -2161286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2161325.000000 Penalty: 4667.243652
	Iteration 17Q: 3 clusters Score -2161325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2161355.500000 Penalty: 4667.243652
	Iteration 18Q: 3 clusters Score -2161356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2161381.250000 Penalty: 4667.243652
	Iteration 19Q: 3 clusters Score -2161381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2161415.500000 Penalty: 4667.243652
	Iteration 20F: 3 clusters Score -2161416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2161435.500000 Penalty: 4667.243652
	Iteration 21Q: 3 clusters Score -2161436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2161455.500000 Penalty: 4667.243652
	Iteration 22Q: 3 clusters Score -2161456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2161459.250000 Penalty: 4667.243652
	Iteration 23Q: 3 clusters Score -2161459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2161467.750000 Penalty: 4667.243652
	Iteration 24Q: 3 clusters Score -2161468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2161470.250000 Penalty: 4667.243652
	Iteration 25Q: 3 clusters Score -2161470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2161473.000000 Penalty: 4667.243652
	Iteration 26Q: 3 clusters Score -2161473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2161480.500000 Penalty: 4667.243652
	Iteration 27Q: 3 clusters Score -2161480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2161484.000000 Penalty: 4667.243652
	Iteration 28Q: 3 clusters Score -2161484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2161483.500000 Penalty: 4667.243652
	Iteration 29Q: 3 clusters Score -2161484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2161486.250000 Penalty: 4667.243652
	Iteration 30Q: 3 clusters Score -2161486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2161488.250000 Penalty: 4667.243652
	Iteration 31Q: 3 clusters Score -2161488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2161491.000000 Penalty: 4667.243652
	Iteration 32Q: 3 clusters Score -2161491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2161494.500000 Penalty: 4667.243652
	Iteration 33Q: 3 clusters Score -2161494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2161495.000000 Penalty: 4667.243652
	Iteration 34Q: 3 clusters Score -2161495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2161494.500000 Penalty: 4667.243652
	Iteration 35Q: 3 clusters Score -2161494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2161496.500000 Penalty: 4667.243652
	Iteration 36Q: 3 clusters Score -2161496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2161497.000000 Penalty: 4667.243652
	Iteration 37Q: 3 clusters Score -2161497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2161502.750000 Penalty: 4667.243652
	Iteration 38Q: 3 clusters Score -2161503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2161501.250000 Penalty: 4667.243652
	Iteration 39Q: 3 clusters Score -2161501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2161500.500000 Penalty: 4667.243652
	Iteration 40F: 3 clusters Score -2161500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Entering Unmasked Estep 
Score: -7869683.000000 Penalty: 2648.779297
	Iteration 0F: 2 clusters Score -7869683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -7841108.500000 Penalty: 5297.558594
	Iteration 0F: 3 clusters Score -7841108 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -7852153.000000 Penalty: 5297.558594
	Iteration 1F: 3 clusters Score -7852153 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -7852595.000000 Penalty: 5297.558594
	Iteration 2Q: 3 clusters Score -7852595 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7852982.500000 Penalty: 5297.558594
	Iteration 3Q: 3 clusters Score -7852982 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -7853350.500000 Penalty: 5297.558594
	Iteration 4Q: 3 clusters Score -7853350 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -7853623.500000 Penalty: 5297.558594
	Iteration 5Q: 3 clusters Score -7853624 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -7854026.500000 Penalty: 5297.558594
	Iteration 6Q: 3 clusters Score -7854026 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -7854624.500000 Penalty: 5297.558594
	Iteration 7Q: 3 clusters Score -7854624 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -7855469.000000 Penalty: 5297.558594
	Iteration 8Q: 3 clusters Score -7855469 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -7856820.500000 Penalty: 5297.558594
	Iteration 9F: 3 clusters Score -7856820 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -7858817.000000 Penalty: 5297.558594
	Iteration 10F: 3 clusters Score -7858817 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -7861284.500000 Penalty: 5297.558594
	Iteration 11F: 3 clusters Score -7861284 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7863668.000000 Penalty: 5297.558594
	Iteration 12F: 3 clusters Score -7863668 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7865306.500000 Penalty: 5297.558594
	Iteration 13Q: 3 clusters Score -7865306 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7866263.500000 Penalty: 5297.558594
	Iteration 14Q: 3 clusters Score -7866264 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7866736.500000 Penalty: 5297.558594
	Iteration 15Q: 3 clusters Score -7866736 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7867032.000000 Penalty: 5297.558594
	Iteration 16Q: 3 clusters Score -7867032 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7867160.000000 Penalty: 5297.558594
	Iteration 17Q: 3 clusters Score -7867160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7867257.000000 Penalty: 5297.558594
	Iteration 18Q: 3 clusters Score -7867257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7867297.000000 Penalty: 5297.558594
	Iteration 19Q: 3 clusters Score -7867297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7867316.000000 Penalty: 5297.558594
	Iteration 20F: 3 clusters Score -7867316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7867337.000000 Penalty: 5297.558594
	Iteration 21Q: 3 clusters Score -7867337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7867345.500000 Penalty: 5297.558594
	Iteration 22Q: 3 clusters Score -7867346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7867353.500000 Penalty: 5297.558594
	Iteration 23Q: 3 clusters Score -7867354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7867358.000000 Penalty: 5297.558594
	Iteration 24Q: 3 clusters Score -7867358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7867361.500000 Penalty: 5297.558594
	Iteration 25Q: 3 clusters Score -7867362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7867361.500000 Penalty: 5297.558594
	Iteration 26F: 3 clusters Score -7867362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -2189330.250000 Penalty: 2337.711914
	Iteration 0F: 2 clusters Score -2189330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2180141.750000 Penalty: 4675.423828
	Iteration 0F: 3 clusters Score -2180142 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2183306.750000 Penalty: 4675.423828
	Iteration 1F: 3 clusters Score -2183307 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2183799.750000 Penalty: 4675.423828
	Iteration 2F: 3 clusters Score -2183800 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2184187.500000 Penalty: 4675.423828
	Iteration 3F: 3 clusters Score -2184188 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2184545.500000 Penalty: 4675.423828
	Iteration 4F: 3 clusters Score -2184546 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2184840.250000 Penalty: 4675.423828
	Iteration 5Q: 3 clusters Score -2184840 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2185151.500000 Penalty: 4675.423828
	Iteration 6Q: 3 clusters Score -2185152 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2185440.500000 Penalty: 4675.423828
	Iteration 7Q: 3 clusters Score -2185440 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2185676.250000 Penalty: 4675.423828
	Iteration 8Q: 3 clusters Score -2185676 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2185880.250000 Penalty: 4675.423828
	Iteration 9Q: 3 clusters Score -2185880 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2186091.500000 Penalty: 4675.423828
	Iteration 10Q: 3 clusters Score -2186092 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2186272.750000 Penalty: 4675.423828
	Iteration 11Q: 3 clusters Score -2186273 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2186419.250000 Penalty: 4675.423828
	Iteration 12Q: 3 clusters Score -2186419 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2186558.500000 Penalty: 4675.423828
	Iteration 13Q: 3 clusters Score -2186558 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2186680.250000 Penalty: 4675.423828
	Iteration 14Q: 3 clusters Score -2186680 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2186778.500000 Penalty: 4675.423828
	Iteration 15Q: 3 clusters Score -2186778 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2186858.250000 Penalty: 4675.423828
	Iteration 16Q: 3 clusters Score -2186858 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2186944.500000 Penalty: 4675.423828
	Iteration 17Q: 3 clusters Score -2186944 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2187018.250000 Penalty: 4675.423828
	Iteration 18Q: 3 clusters Score -2187018 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2187092.000000 Penalty: 4675.423828
	Iteration 19Q: 3 clusters Score -2187092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2187166.250000 Penalty: 4675.423828
	Iteration 20F: 3 clusters Score -2187166 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2187263.750000 Penalty: 4675.423828
	Iteration 21Q: 3 clusters Score -2187264 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2187353.250000 Penalty: 4675.423828
	Iteration 22Q: 3 clusters Score -2187353 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2187442.500000 Penalty: 4675.423828
	Iteration 23Q: 3 clusters Score -2187442 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2187515.250000 Penalty: 4675.423828
	Iteration 24Q: 3 clusters Score -2187515 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2187591.000000 Penalty: 4675.423828
	Iteration 25Q: 3 clusters Score -2187591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2187635.500000 Penalty: 4675.423828
	Iteration 26Q: 3 clusters Score -2187636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2187695.250000 Penalty: 4675.423828
	Iteration 27Q: 3 clusters Score -2187695 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2187751.750000 Penalty: 4675.423828
	Iteration 28Q: 3 clusters Score -2187752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2187789.000000 Penalty: 4675.423828
	Iteration 29Q: 3 clusters Score -2187789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2187819.000000 Penalty: 4675.423828
	Iteration 30Q: 3 clusters Score -2187819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2187848.250000 Penalty: 4675.423828
	Iteration 31Q: 3 clusters Score -2187848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2187873.500000 Penalty: 4675.423828
	Iteration 32Q: 3 clusters Score -2187874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2187885.250000 Penalty: 4675.423828
	Iteration 33Q: 3 clusters Score -2187885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2187901.500000 Penalty: 4675.423828
	Iteration 34Q: 3 clusters Score -2187902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2187914.750000 Penalty: 4675.423828
	Iteration 35Q: 3 clusters Score -2187915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2187930.000000 Penalty: 4675.423828
	Iteration 36Q: 3 clusters Score -2187930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2187945.500000 Penalty: 4675.423828
	Iteration 37Q: 3 clusters Score -2187946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2187952.000000 Penalty: 4675.423828
	Iteration 38Q: 3 clusters Score -2187952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2187960.250000 Penalty: 4675.423828
	Iteration 39Q: 3 clusters Score -2187960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2187962.250000 Penalty: 4675.423828
	Iteration 40F: 3 clusters Score -2187962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2187967.500000 Penalty: 4675.423828
	Iteration 41Q: 3 clusters Score -2187968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2187965.750000 Penalty: 4675.423828
	Iteration 42Q: 3 clusters Score -2187966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2187964.750000 Penalty: 4675.423828
	Iteration 43Q: 3 clusters Score -2187965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2187964.750000 Penalty: 4675.423828
	Iteration 44F: 3 clusters Score -2187965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Entering Unmasked Estep 
Score: -7925679.500000 Penalty: 2654.326416
	Iteration 0F: 2 clusters Score -7925680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -7896389.500000 Penalty: 5308.652832
	Iteration 0F: 3 clusters Score -7896390 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -7907912.000000 Penalty: 5308.652832
	Iteration 1F: 3 clusters Score -7907912 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7908529.000000 Penalty: 5308.652832
	Iteration 2Q: 3 clusters Score -7908529 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7909147.500000 Penalty: 5308.652832
	Iteration 3Q: 3 clusters Score -7909148 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -7909825.500000 Penalty: 5308.652832
	Iteration 4Q: 3 clusters Score -7909826 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -7910560.500000 Penalty: 5308.652832
	Iteration 5Q: 3 clusters Score -7910560 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -7911375.500000 Penalty: 5308.652832
	Iteration 6Q: 3 clusters Score -7911376 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -7912426.500000 Penalty: 5308.652832
	Iteration 7Q: 3 clusters Score -7912426 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -7913778.500000 Penalty: 5308.652832
	Iteration 8Q: 3 clusters Score -7913778 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -7915355.000000 Penalty: 5308.652832
	Iteration 9F: 3 clusters Score -7915355 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -7916811.500000 Penalty: 5308.652832
	Iteration 10F: 3 clusters Score -7916812 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -7917946.500000 Penalty: 5308.652832
	Iteration 11Q: 3 clusters Score -7917946 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -7918495.000000 Penalty: 5308.652832
	Iteration 12Q: 3 clusters Score -7918495 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -7918713.500000 Penalty: 5308.652832
	Iteration 13Q: 3 clusters Score -7918714 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -7918826.500000 Penalty: 5308.652832
	Iteration 14Q: 3 clusters Score -7918826 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -7918938.000000 Penalty: 5308.652832
	Iteration 15Q: 3 clusters Score -7918938 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -7918983.000000 Penalty: 5308.652832
	Iteration 16Q: 3 clusters Score -7918983 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -7919027.000000 Penalty: 5308.652832
	Iteration 17Q: 3 clusters Score -7919027 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -7919114.000000 Penalty: 5308.652832
	Iteration 18Q: 3 clusters Score -7919114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -7919135.500000 Penalty: 5308.652832
	Iteration 19Q: 3 clusters Score -7919136 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -7919183.000000 Penalty: 5308.652832
	Iteration 20F: 3 clusters Score -7919183 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -7919210.000000 Penalty: 5308.652832
	Iteration 21Q: 3 clusters Score -7919210 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -7919277.000000 Penalty: 5308.652832
	Iteration 22Q: 3 clusters Score -7919277 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -7919305.000000 Penalty: 5308.652832
	Iteration 23Q: 3 clusters Score -7919305 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -7919354.500000 Penalty: 5308.652832
	Iteration 24Q: 3 clusters Score -7919354 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -7919383.000000 Penalty: 5308.652832
	Iteration 25Q: 3 clusters Score -7919383 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -7919409.500000 Penalty: 5308.652832
	Iteration 26Q: 3 clusters Score -7919410 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -7919447.000000 Penalty: 5308.652832
	Iteration 27Q: 3 clusters Score -7919447 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -7919468.000000 Penalty: 5308.652832
	Iteration 28Q: 3 clusters Score -7919468 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -7919546.500000 Penalty: 5308.652832
	Iteration 29Q: 3 clusters Score -7919546 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -7919586.500000 Penalty: 5308.652832
	Iteration 30Q: 3 clusters Score -7919586 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -7919626.500000 Penalty: 5308.652832
	Iteration 31Q: 3 clusters Score -7919626 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -7919683.500000 Penalty: 5308.652832
	Iteration 32Q: 3 clusters Score -7919684 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -7919753.500000 Penalty: 5308.652832
	Iteration 33Q: 3 clusters Score -7919754 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -7919796.500000 Penalty: 5308.652832
	Iteration 34Q: 3 clusters Score -7919796 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -7919900.500000 Penalty: 5308.652832
	Iteration 35Q: 3 clusters Score -7919900 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -7920014.500000 Penalty: 5308.652832
	Iteration 36Q: 3 clusters Score -7920014 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -7920134.500000 Penalty: 5308.652832
	Iteration 37Q: 3 clusters Score -7920134 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -7920267.500000 Penalty: 5308.652832
	Iteration 38Q: 3 clusters Score -7920268 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -7920447.500000 Penalty: 5308.652832
	Iteration 39Q: 3 clusters Score -7920448 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -7920607.000000 Penalty: 5308.652832
	Iteration 40F: 3 clusters Score -7920607 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -7920767.000000 Penalty: 5308.652832
	Iteration 41Q: 3 clusters Score -7920767 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -7920949.000000 Penalty: 5308.652832
	Iteration 42Q: 3 clusters Score -7920949 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -7921160.000000 Penalty: 5308.652832
	Iteration 43Q: 3 clusters Score -7921160 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -7921352.000000 Penalty: 5308.652832
	Iteration 44Q: 3 clusters Score -7921352 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -7921548.500000 Penalty: 5308.652832
	Iteration 45Q: 3 clusters Score -7921548 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7921735.000000 Penalty: 5308.652832
	Iteration 46Q: 3 clusters Score -7921735 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7921981.500000 Penalty: 5308.652832
	Iteration 47Q: 3 clusters Score -7921982 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -7922175.000000 Penalty: 5308.652832
	Iteration 48Q: 3 clusters Score -7922175 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7922360.500000 Penalty: 5308.652832
	Iteration 49Q: 3 clusters Score -7922360 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7922528.000000 Penalty: 5308.652832
	Iteration 50Q: 3 clusters Score -7922528 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7922662.500000 Penalty: 5308.652832
	Iteration 51Q: 3 clusters Score -7922662 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7922771.000000 Penalty: 5308.652832
	Iteration 52Q: 3 clusters Score -7922771 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7922872.500000 Penalty: 5308.652832
	Iteration 53Q: 3 clusters Score -7922872 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7922977.500000 Penalty: 5308.652832
	Iteration 54Q: 3 clusters Score -7922978 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7923069.000000 Penalty: 5308.652832
	Iteration 55Q: 3 clusters Score -7923069 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7923137.500000 Penalty: 5308.652832
	Iteration 56Q: 3 clusters Score -7923138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7923191.000000 Penalty: 5308.652832
	Iteration 57Q: 3 clusters Score -7923191 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7923226.000000 Penalty: 5308.652832
	Iteration 58Q: 3 clusters Score -7923226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7923250.000000 Penalty: 5308.652832
	Iteration 59Q: 3 clusters Score -7923250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7923263.500000 Penalty: 5308.652832
	Iteration 60F: 3 clusters Score -7923264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7923289.000000 Penalty: 5308.652832
	Iteration 61Q: 3 clusters Score -7923289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7923318.000000 Penalty: 5308.652832
	Iteration 62Q: 3 clusters Score -7923318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7923354.000000 Penalty: 5308.652832
	Iteration 63Q: 3 clusters Score -7923354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7923383.500000 Penalty: 5308.652832
	Iteration 64Q: 3 clusters Score -7923384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7923397.500000 Penalty: 5308.652832
	Iteration 65Q: 3 clusters Score -7923398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7923405.000000 Penalty: 5308.652832
	Iteration 66Q: 3 clusters Score -7923405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7923426.000000 Penalty: 5308.652832
	Iteration 67Q: 3 clusters Score -7923426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7923430.500000 Penalty: 5308.652832
	Iteration 68Q: 3 clusters Score -7923430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7923437.000000 Penalty: 5308.652832
	Iteration 69Q: 3 clusters Score -7923437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7923446.500000 Penalty: 5308.652832
	Iteration 70Q: 3 clusters Score -7923446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7923471.500000 Penalty: 5308.652832
	Iteration 71Q: 3 clusters Score -7923472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7923471.500000 Penalty: 5308.652832
	Iteration 72Q: 3 clusters Score -7923472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7923479.500000 Penalty: 5308.652832
	Iteration 73Q: 3 clusters Score -7923480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7923486.500000 Penalty: 5308.652832
	Iteration 74Q: 3 clusters Score -7923486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7923487.000000 Penalty: 5308.652832
	Iteration 75Q: 3 clusters Score -7923487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7923486.000000 Penalty: 5308.652832
	Iteration 76Q: 3 clusters Score -7923486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7923488.500000 Penalty: 5308.652832
	Iteration 77Q: 3 clusters Score -7923488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7923488.500000 Penalty: 5308.652832
	Iteration 78Q: 3 clusters Score -7923488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7923494.000000 Penalty: 5308.652832
	Iteration 79Q: 3 clusters Score -7923494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7923494.000000 Penalty: 5308.652832
	Iteration 80F: 3 clusters Score -7923494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7923497.000000 Penalty: 5308.652832
	Iteration 81Q: 3 clusters Score -7923497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7923502.500000 Penalty: 5308.652832
	Iteration 82Q: 3 clusters Score -7923502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7923505.500000 Penalty: 5308.652832
	Iteration 83Q: 3 clusters Score -7923506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7923504.000000 Penalty: 5308.652832
	Iteration 84Q: 3 clusters Score -7923504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7923509.000000 Penalty: 5308.652832
	Iteration 85Q: 3 clusters Score -7923509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7923512.000000 Penalty: 5308.652832
	Iteration 86Q: 3 clusters Score -7923512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7923512.000000 Penalty: 5308.652832
	Iteration 87Q: 3 clusters Score -7923512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7923512.000000 Penalty: 5308.652832
	Iteration 88Q: 3 clusters Score -7923512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7923511.000000 Penalty: 5308.652832
	Iteration 89Q: 3 clusters Score -7923511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7923511.000000 Penalty: 5308.652832
	Iteration 90F: 3 clusters Score -7923511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Entering Unmasked Estep 
Score: -3517459.750000 Penalty: 2455.903809
	Iteration 0F: 2 clusters Score -3517460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3503501.750000 Penalty: 4911.807617
	Iteration 0F: 3 clusters Score -3503502 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3508126.250000 Penalty: 4911.807617
	Iteration 1F: 3 clusters Score -3508126 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3508551.000000 Penalty: 4911.807617
	Iteration 2F: 3 clusters Score -3508551 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3508976.750000 Penalty: 4911.807617
	Iteration 3Q: 3 clusters Score -3508977 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3509399.250000 Penalty: 4911.807617
	Iteration 4Q: 3 clusters Score -3509399 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3509869.750000 Penalty: 4911.807617
	Iteration 5Q: 3 clusters Score -3509870 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3510484.750000 Penalty: 4911.807617
	Iteration 6Q: 3 clusters Score -3510485 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3511226.000000 Penalty: 4911.807617
	Iteration 7F: 3 clusters Score -3511226 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3512210.250000 Penalty: 4911.807617
	Iteration 8F: 3 clusters Score -3512210 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3513234.750000 Penalty: 4911.807617
	Iteration 9F: 3 clusters Score -3513235 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3513964.000000 Penalty: 4911.807617
	Iteration 10F: 3 clusters Score -3513964 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3514455.250000 Penalty: 4911.807617
	Iteration 11Q: 3 clusters Score -3514455 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3514738.750000 Penalty: 4911.807617
	Iteration 12Q: 3 clusters Score -3514739 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3514945.500000 Penalty: 4911.807617
	Iteration 13Q: 3 clusters Score -3514946 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3515097.000000 Penalty: 4911.807617
	Iteration 14Q: 3 clusters Score -3515097 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3515231.250000 Penalty: 4911.807617
	Iteration 15Q: 3 clusters Score -3515231 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3515328.750000 Penalty: 4911.807617
	Iteration 16Q: 3 clusters Score -3515329 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3515429.250000 Penalty: 4911.807617
	Iteration 17Q: 3 clusters Score -3515429 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3515500.500000 Penalty: 4911.807617
	Iteration 18Q: 3 clusters Score -3515500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3515555.000000 Penalty: 4911.807617
	Iteration 19Q: 3 clusters Score -3515555 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3515607.750000 Penalty: 4911.807617
	Iteration 20F: 3 clusters Score -3515608 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3515641.750000 Penalty: 4911.807617
	Iteration 21Q: 3 clusters Score -3515642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3515679.250000 Penalty: 4911.807617
	Iteration 22Q: 3 clusters Score -3515679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3515692.250000 Penalty: 4911.807617
	Iteration 23Q: 3 clusters Score -3515692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3515715.500000 Penalty: 4911.807617
	Iteration 24Q: 3 clusters Score -3515716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3515713.250000 Penalty: 4911.807617
	Iteration 25Q: 3 clusters Score -3515713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3515729.500000 Penalty: 4911.807617
	Iteration 26Q: 3 clusters Score -3515730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3515742.750000 Penalty: 4911.807617
	Iteration 27Q: 3 clusters Score -3515743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3515755.750000 Penalty: 4911.807617
	Iteration 28Q: 3 clusters Score -3515756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3515761.750000 Penalty: 4911.807617
	Iteration 29Q: 3 clusters Score -3515762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3515768.000000 Penalty: 4911.807617
	Iteration 30Q: 3 clusters Score -3515768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3515782.750000 Penalty: 4911.807617
	Iteration 31Q: 3 clusters Score -3515783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3515786.750000 Penalty: 4911.807617
	Iteration 32Q: 3 clusters Score -3515787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3515798.000000 Penalty: 4911.807617
	Iteration 33Q: 3 clusters Score -3515798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3515800.000000 Penalty: 4911.807617
	Iteration 34Q: 3 clusters Score -3515800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3515807.250000 Penalty: 4911.807617
	Iteration 35Q: 3 clusters Score -3515807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3515809.750000 Penalty: 4911.807617
	Iteration 36Q: 3 clusters Score -3515810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3515808.750000 Penalty: 4911.807617
	Iteration 37Q: 3 clusters Score -3515809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3515806.000000 Penalty: 4911.807617
	Iteration 38Q: 3 clusters Score -3515806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3515812.250000 Penalty: 4911.807617
	Iteration 39Q: 3 clusters Score -3515812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3515812.250000 Penalty: 4911.807617
	Iteration 40F: 3 clusters Score -3515812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3515814.500000 Penalty: 4911.807617
	Iteration 41Q: 3 clusters Score -3515814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3515813.500000 Penalty: 4911.807617
	Iteration 42Q: 3 clusters Score -3515814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3515815.750000 Penalty: 4911.807617
	Iteration 43Q: 3 clusters Score -3515816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3515814.750000 Penalty: 4911.807617
	Iteration 44Q: 3 clusters Score -3515815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3515820.000000 Penalty: 4911.807617
	Iteration 45Q: 3 clusters Score -3515820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3515817.250000 Penalty: 4911.807617
	Iteration 46Q: 3 clusters Score -3515817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3515820.500000 Penalty: 4911.807617
	Iteration 47Q: 3 clusters Score -3515820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3515821.500000 Penalty: 4911.807617
	Iteration 48Q: 3 clusters Score -3515822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3515828.500000 Penalty: 4911.807617
	Iteration 49Q: 3 clusters Score -3515828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3515829.250000 Penalty: 4911.807617
	Iteration 50Q: 3 clusters Score -3515829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3515828.750000 Penalty: 4911.807617
	Iteration 51Q: 3 clusters Score -3515829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3515825.750000 Penalty: 4911.807617
	Iteration 52Q: 3 clusters Score -3515826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3515832.000000 Penalty: 4911.807617
	Iteration 53Q: 3 clusters Score -3515832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3515834.750000 Penalty: 4911.807617
	Iteration 54Q: 3 clusters Score -3515835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3515835.000000 Penalty: 4911.807617
	Iteration 55Q: 3 clusters Score -3515835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3515833.500000 Penalty: 4911.807617
	Iteration 56Q: 3 clusters Score -3515834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3515832.250000 Penalty: 4911.807617
	Iteration 57Q: 3 clusters Score -3515832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3515834.000000 Penalty: 4911.807617
	Iteration 58Q: 3 clusters Score -3515834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3515835.000000 Penalty: 4911.807617
	Iteration 59Q: 3 clusters Score -3515835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3515835.500000 Penalty: 4911.807617
	Iteration 60F: 3 clusters Score -3515836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3515839.500000 Penalty: 4911.807617
	Iteration 61Q: 3 clusters Score -3515840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3515841.000000 Penalty: 4911.807617
	Iteration 62Q: 3 clusters Score -3515841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3515837.000000 Penalty: 4911.807617
	Iteration 63Q: 3 clusters Score -3515837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3515839.750000 Penalty: 4911.807617
	Iteration 64Q: 3 clusters Score -3515840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3515837.500000 Penalty: 4911.807617
	Iteration 65Q: 3 clusters Score -3515838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3515840.750000 Penalty: 4911.807617
	Iteration 66Q: 3 clusters Score -3515841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3515839.250000 Penalty: 4911.807617
	Iteration 67Q: 3 clusters Score -3515839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3515839.250000 Penalty: 4911.807617
	Iteration 68Q: 3 clusters Score -3515839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3515840.250000 Penalty: 4911.807617
	Iteration 69Q: 3 clusters Score -3515840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3515840.250000 Penalty: 4911.807617
	Iteration 70F: 3 clusters Score -3515840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -43128.460938 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -43128.46 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 244 members 
Entering Unmasked Estep 
Score: -41893.406250 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -41893.41 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42336.769531 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -42336.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42599.230469 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -42599.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42867.214844 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -42867.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43220.355469 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -43220.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43385.359375 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -43385.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43467.351562 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -43467.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43471.597656 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -43471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43479.765625 Penalty: 3097.106689
	Iteration 8F: 3 clusters Score -43479.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43535.882812 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -43535.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43562.117188 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -43562.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43611.968750 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -43611.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43679.781250 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -43679.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43707.062500 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -43707.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43718.429688 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -43718.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43736.820312 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -43736.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43746.015625 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -43746.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43759.429688 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -43759.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43764.886719 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -43764.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43764.886719 Penalty: 3097.106689
	Iteration 19F: 3 clusters Score -43764.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42227 members 
Mstep: Class 7 contains 23565 members 
Mstep: Class 8 contains 36653 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 10 contains 25774 members 
Mstep: Class 11 contains 35574 members 
Mstep: Class 12 contains 20138 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46393 members 
Mstep: Class 17 contains 52538 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 44973 members 
Mstep: Class 20 contains 44219 members 
Mstep: Class 21 contains 43933 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 31292 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52808 members 
Mstep: Class 27 contains 48265 members 
Mstep: Class 28 contains 37409 members 
Mstep: Class 29 contains 41414 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 43502 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 44486 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 355 members 
Mstep: Class 36 contains 42350 members 
Mstep: Class 37 contains 69965 members 
Mstep: Class 38 contains 45532 members 
Mstep: Class 39 contains 44163 members 
Mstep: Class 40 contains 160 members 
Entering Unmasked Estep 
Score: -196419728.000000 Penalty: 138191.531250
Splitting cluster 35 changes total score from -196421168.000000 to -196419728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (42350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Entering Unmasked Estep 
Score: -7537755.500000 Penalty: 2642.123535
	Iteration 0F: 2 clusters Score -7537756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7509559.000000 Penalty: 5284.247070
	Iteration 0F: 3 clusters Score -7509559 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -7520244.000000 Penalty: 5284.247070
	Iteration 1F: 3 clusters Score -7520244 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -7520958.000000 Penalty: 5284.247070
	Iteration 2Q: 3 clusters Score -7520958 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -7521738.000000 Penalty: 5284.247070
	Iteration 3Q: 3 clusters Score -7521738 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -7522825.000000 Penalty: 5284.247070
	Iteration 4F: 3 clusters Score -7522825 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -7524129.000000 Penalty: 5284.247070
	Iteration 5F: 3 clusters Score -7524129 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -7525628.500000 Penalty: 5284.247070
	Iteration 6F: 3 clusters Score -7525628 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7527048.000000 Penalty: 5284.247070
	Iteration 7F: 3 clusters Score -7527048 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -7528273.000000 Penalty: 5284.247070
	Iteration 8F: 3 clusters Score -7528273 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -7529219.000000 Penalty: 5284.247070
	Iteration 9Q: 3 clusters Score -7529219 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -7530069.500000 Penalty: 5284.247070
	Iteration 10Q: 3 clusters Score -7530070 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7530923.500000 Penalty: 5284.247070
	Iteration 11Q: 3 clusters Score -7530924 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -7531836.500000 Penalty: 5284.247070
	Iteration 12Q: 3 clusters Score -7531836 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -7532923.000000 Penalty: 5284.247070
	Iteration 13Q: 3 clusters Score -7532923 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -7533817.500000 Penalty: 5284.247070
	Iteration 14Q: 3 clusters Score -7533818 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -7534308.500000 Penalty: 5284.247070
	Iteration 15Q: 3 clusters Score -7534308 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -7534557.500000 Penalty: 5284.247070
	Iteration 16Q: 3 clusters Score -7534558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -7534662.000000 Penalty: 5284.247070
	Iteration 17Q: 3 clusters Score -7534662 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -7534690.000000 Penalty: 5284.247070
	Iteration 18Q: 3 clusters Score -7534690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -7534720.500000 Penalty: 5284.247070
	Iteration 19Q: 3 clusters Score -7534720 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -7534741.500000 Penalty: 5284.247070
	Iteration 20F: 3 clusters Score -7534742 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -7534744.000000 Penalty: 5284.247070
	Iteration 21Q: 3 clusters Score -7534744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -7534770.500000 Penalty: 5284.247070
	Iteration 22Q: 3 clusters Score -7534770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -7534759.500000 Penalty: 5284.247070
	Iteration 23Q: 3 clusters Score -7534760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -7534783.500000 Penalty: 5284.247070
	Iteration 24Q: 3 clusters Score -7534784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -7534792.500000 Penalty: 5284.247070
	Iteration 25Q: 3 clusters Score -7534792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -7534782.500000 Penalty: 5284.247070
	Iteration 26Q: 3 clusters Score -7534782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -7534780.500000 Penalty: 5284.247070
	Iteration 27Q: 3 clusters Score -7534780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -7534771.500000 Penalty: 5284.247070
	Iteration 28Q: 3 clusters Score -7534772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -7534790.000000 Penalty: 5284.247070
	Iteration 29Q: 3 clusters Score -7534790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -7534785.000000 Penalty: 5284.247070
	Iteration 30Q: 3 clusters Score -7534785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -7534784.500000 Penalty: 5284.247070
	Iteration 31Q: 3 clusters Score -7534784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -7534783.000000 Penalty: 5284.247070
	Iteration 32Q: 3 clusters Score -7534783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -7534801.000000 Penalty: 5284.247070
	Iteration 33Q: 3 clusters Score -7534801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -7534799.000000 Penalty: 5284.247070
	Iteration 34Q: 3 clusters Score -7534799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -7534803.500000 Penalty: 5284.247070
	Iteration 35Q: 3 clusters Score -7534804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -7534803.500000 Penalty: 5284.247070
	Iteration 36Q: 3 clusters Score -7534804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -7534802.500000 Penalty: 5284.247070
	Iteration 37Q: 3 clusters Score -7534802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -7534825.500000 Penalty: 5284.247070
	Iteration 38Q: 3 clusters Score -7534826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -7534818.000000 Penalty: 5284.247070
	Iteration 39Q: 3 clusters Score -7534818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -7534824.000000 Penalty: 5284.247070
	Iteration 40F: 3 clusters Score -7534824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -7534829.500000 Penalty: 5284.247070
	Iteration 41Q: 3 clusters Score -7534830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -7534844.000000 Penalty: 5284.247070
	Iteration 42Q: 3 clusters Score -7534844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -7534846.000000 Penalty: 5284.247070
	Iteration 43Q: 3 clusters Score -7534846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7534847.000000 Penalty: 5284.247070
	Iteration 44Q: 3 clusters Score -7534847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -7534858.000000 Penalty: 5284.247070
	Iteration 45Q: 3 clusters Score -7534858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -7534852.000000 Penalty: 5284.247070
	Iteration 46Q: 3 clusters Score -7534852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7534852.000000 Penalty: 5284.247070
	Iteration 47Q: 3 clusters Score -7534852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -7534869.000000 Penalty: 5284.247070
	Iteration 48Q: 3 clusters Score -7534869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -7534867.500000 Penalty: 5284.247070
	Iteration 49Q: 3 clusters Score -7534868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -7534854.000000 Penalty: 5284.247070
	Iteration 50Q: 3 clusters Score -7534854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -7534859.000000 Penalty: 5284.247070
	Iteration 51Q: 3 clusters Score -7534859 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -7534873.000000 Penalty: 5284.247070
	Iteration 52Q: 3 clusters Score -7534873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -7534888.500000 Penalty: 5284.247070
	Iteration 53Q: 3 clusters Score -7534888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -7534893.500000 Penalty: 5284.247070
	Iteration 54Q: 3 clusters Score -7534894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -7534903.000000 Penalty: 5284.247070
	Iteration 55Q: 3 clusters Score -7534903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -7534925.000000 Penalty: 5284.247070
	Iteration 56Q: 3 clusters Score -7534925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -7534927.000000 Penalty: 5284.247070
	Iteration 57Q: 3 clusters Score -7534927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7534934.000000 Penalty: 5284.247070
	Iteration 58Q: 3 clusters Score -7534934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -7534943.000000 Penalty: 5284.247070
	Iteration 59Q: 3 clusters Score -7534943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -7534933.500000 Penalty: 5284.247070
	Iteration 60F: 3 clusters Score -7534934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -7534948.000000 Penalty: 5284.247070
	Iteration 61Q: 3 clusters Score -7534948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7534949.000000 Penalty: 5284.247070
	Iteration 62Q: 3 clusters Score -7534949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -7534943.500000 Penalty: 5284.247070
	Iteration 63Q: 3 clusters Score -7534944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7534951.500000 Penalty: 5284.247070
	Iteration 64Q: 3 clusters Score -7534952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -7534963.500000 Penalty: 5284.247070
	Iteration 65Q: 3 clusters Score -7534964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7534979.000000 Penalty: 5284.247070
	Iteration 66Q: 3 clusters Score -7534979 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -7534971.500000 Penalty: 5284.247070
	Iteration 67Q: 3 clusters Score -7534972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -7534952.500000 Penalty: 5284.247070
	Iteration 68Q: 3 clusters Score -7534952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -7534949.500000 Penalty: 5284.247070
	Iteration 69Q: 3 clusters Score -7534950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -7534964.000000 Penalty: 5284.247070
	Iteration 70Q: 3 clusters Score -7534964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -7534968.500000 Penalty: 5284.247070
	Iteration 71Q: 3 clusters Score -7534968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -7534958.500000 Penalty: 5284.247070
	Iteration 72Q: 3 clusters Score -7534958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -7534983.000000 Penalty: 5284.247070
	Iteration 73Q: 3 clusters Score -7534983 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -7535003.000000 Penalty: 5284.247070
	Iteration 74Q: 3 clusters Score -7535003 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -7535039.500000 Penalty: 5284.247070
	Iteration 75Q: 3 clusters Score -7535040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7535040 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -7535053.000000 Penalty: 5284.247070
	Iteration 77Q: 3 clusters Score -7535053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -7535078.500000 Penalty: 5284.247070
	Iteration 78Q: 3 clusters Score -7535078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -7535085.000000 Penalty: 5284.247070
	Iteration 79Q: 3 clusters Score -7535085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -7535098.000000 Penalty: 5284.247070
	Iteration 80F: 3 clusters Score -7535098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7535098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -7535117.500000 Penalty: 5284.247070
	Iteration 82Q: 3 clusters Score -7535118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7535124.000000 Penalty: 5284.247070
	Iteration 83Q: 3 clusters Score -7535124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7535145.000000 Penalty: 5284.247070
	Iteration 84Q: 3 clusters Score -7535145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -7535160.500000 Penalty: 5284.247070
	Iteration 85Q: 3 clusters Score -7535160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -7535164.000000 Penalty: 5284.247070
	Iteration 86Q: 3 clusters Score -7535164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -7535179.000000 Penalty: 5284.247070
	Iteration 87Q: 3 clusters Score -7535179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -7535190.500000 Penalty: 5284.247070
	Iteration 88Q: 3 clusters Score -7535190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -7535192.000000 Penalty: 5284.247070
	Iteration 89Q: 3 clusters Score -7535192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -7535188.500000 Penalty: 5284.247070
	Iteration 90Q: 3 clusters Score -7535188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7535186.000000 Penalty: 5284.247070
	Iteration 91Q: 3 clusters Score -7535186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -7535195.500000 Penalty: 5284.247070
	Iteration 92Q: 3 clusters Score -7535196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -7535190.500000 Penalty: 5284.247070
	Iteration 93Q: 3 clusters Score -7535190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -7535215.500000 Penalty: 5284.247070
	Iteration 94Q: 3 clusters Score -7535216 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -7535210.500000 Penalty: 5284.247070
	Iteration 95Q: 3 clusters Score -7535210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -7535228.500000 Penalty: 5284.247070
	Iteration 96Q: 3 clusters Score -7535228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -7535235.500000 Penalty: 5284.247070
	Iteration 97Q: 3 clusters Score -7535236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -7535248.500000 Penalty: 5284.247070
	Iteration 98Q: 3 clusters Score -7535248 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -7535260.500000 Penalty: 5284.247070
	Iteration 99Q: 3 clusters Score -7535260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7535281.500000 Penalty: 5284.247070
	Iteration 100F: 3 clusters Score -7535282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -7535312.000000 Penalty: 5284.247070
	Iteration 101Q: 3 clusters Score -7535312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -7535318.000000 Penalty: 5284.247070
	Iteration 102Q: 3 clusters Score -7535318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -7535333.000000 Penalty: 5284.247070
	Iteration 103Q: 3 clusters Score -7535333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7535333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7535334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -7535353.000000 Penalty: 5284.247070
	Iteration 106Q: 3 clusters Score -7535353 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -7535376.000000 Penalty: 5284.247070
	Iteration 107Q: 3 clusters Score -7535376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7535373.500000 Penalty: 5284.247070
	Iteration 108Q: 3 clusters Score -7535374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -7535384.500000 Penalty: 5284.247070
	Iteration 109Q: 3 clusters Score -7535384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -7535417.000000 Penalty: 5284.247070
	Iteration 110Q: 3 clusters Score -7535417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -7535422.000000 Penalty: 5284.247070
	Iteration 111Q: 3 clusters Score -7535422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7535421.500000 Penalty: 5284.247070
	Iteration 112Q: 3 clusters Score -7535422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -7535406.000000 Penalty: 5284.247070
	Iteration 113Q: 3 clusters Score -7535406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -7535405.000000 Penalty: 5284.247070
	Iteration 114Q: 3 clusters Score -7535405 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -7535434.000000 Penalty: 5284.247070
	Iteration 115Q: 3 clusters Score -7535434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -7535439.500000 Penalty: 5284.247070
	Iteration 116Q: 3 clusters Score -7535440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7535473.000000 Penalty: 5284.247070
	Iteration 117Q: 3 clusters Score -7535473 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -7535495.000000 Penalty: 5284.247070
	Iteration 118Q: 3 clusters Score -7535495 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -7535505.000000 Penalty: 5284.247070
	Iteration 119Q: 3 clusters Score -7535505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -7535508.000000 Penalty: 5284.247070
	Iteration 120F: 3 clusters Score -7535508 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -7535527.000000 Penalty: 5284.247070
	Iteration 121Q: 3 clusters Score -7535527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7535544.500000 Penalty: 5284.247070
	Iteration 122Q: 3 clusters Score -7535544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -7535570.000000 Penalty: 5284.247070
	Iteration 123Q: 3 clusters Score -7535570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -7535573.000000 Penalty: 5284.247070
	Iteration 124Q: 3 clusters Score -7535573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -7535592.000000 Penalty: 5284.247070
	Iteration 125Q: 3 clusters Score -7535592 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -7535590.000000 Penalty: 5284.247070
	Iteration 126Q: 3 clusters Score -7535590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -7535601.000000 Penalty: 5284.247070
	Iteration 127Q: 3 clusters Score -7535601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -7535617.000000 Penalty: 5284.247070
	Iteration 128Q: 3 clusters Score -7535617 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -7535624.500000 Penalty: 5284.247070
	Iteration 129Q: 3 clusters Score -7535624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -7535637.500000 Penalty: 5284.247070
	Iteration 130Q: 3 clusters Score -7535638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -7535625.500000 Penalty: 5284.247070
	Iteration 131Q: 3 clusters Score -7535626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -7535635.500000 Penalty: 5284.247070
	Iteration 132Q: 3 clusters Score -7535636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -7535638.500000 Penalty: 5284.247070
	Iteration 133Q: 3 clusters Score -7535638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7535641.500000 Penalty: 5284.247070
	Iteration 134Q: 3 clusters Score -7535642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -7535657.000000 Penalty: 5284.247070
	Iteration 135Q: 3 clusters Score -7535657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -7535662.000000 Penalty: 5284.247070
	Iteration 136Q: 3 clusters Score -7535662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7535668.000000 Penalty: 5284.247070
	Iteration 137Q: 3 clusters Score -7535668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -7535665.500000 Penalty: 5284.247070
	Iteration 138Q: 3 clusters Score -7535666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -7535667.000000 Penalty: 5284.247070
	Iteration 139Q: 3 clusters Score -7535667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -7535691.500000 Penalty: 5284.247070
	Iteration 140F: 3 clusters Score -7535692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -7535698.500000 Penalty: 5284.247070
	Iteration 141Q: 3 clusters Score -7535698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7535705.500000 Penalty: 5284.247070
	Iteration 142Q: 3 clusters Score -7535706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -7535731.500000 Penalty: 5284.247070
	Iteration 143Q: 3 clusters Score -7535732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -7535748.500000 Penalty: 5284.247070
	Iteration 144Q: 3 clusters Score -7535748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7535754.000000 Penalty: 5284.247070
	Iteration 145Q: 3 clusters Score -7535754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7535759.000000 Penalty: 5284.247070
	Iteration 146Q: 3 clusters Score -7535759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -7535757.000000 Penalty: 5284.247070
	Iteration 147Q: 3 clusters Score -7535757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7535762.500000 Penalty: 5284.247070
	Iteration 148Q: 3 clusters Score -7535762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -7535754.000000 Penalty: 5284.247070
	Iteration 149Q: 3 clusters Score -7535754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7535757.500000 Penalty: 5284.247070
	Iteration 150Q: 3 clusters Score -7535758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -7535764.000000 Penalty: 5284.247070
	Iteration 151Q: 3 clusters Score -7535764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7535766.500000 Penalty: 5284.247070
	Iteration 152Q: 3 clusters Score -7535766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -7535768.000000 Penalty: 5284.247070
	Iteration 153Q: 3 clusters Score -7535768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7535769.500000 Penalty: 5284.247070
	Iteration 154Q: 3 clusters Score -7535770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -7535782.000000 Penalty: 5284.247070
	Iteration 155Q: 3 clusters Score -7535782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -7535781.000000 Penalty: 5284.247070
	Iteration 156Q: 3 clusters Score -7535781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -7535784.500000 Penalty: 5284.247070
	Iteration 157Q: 3 clusters Score -7535784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -7535780.000000 Penalty: 5284.247070
	Iteration 158Q: 3 clusters Score -7535780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -7535796.500000 Penalty: 5284.247070
	Iteration 159Q: 3 clusters Score -7535796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -7535799.000000 Penalty: 5284.247070
	Iteration 160F: 3 clusters Score -7535799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -7535804.500000 Penalty: 5284.247070
	Iteration 161Q: 3 clusters Score -7535804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -7535804.000000 Penalty: 5284.247070
	Iteration 162Q: 3 clusters Score -7535804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -7535798.000000 Penalty: 5284.247070
	Iteration 163Q: 3 clusters Score -7535798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -7535806.500000 Penalty: 5284.247070
	Iteration 164Q: 3 clusters Score -7535806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -7535797.500000 Penalty: 5284.247070
	Iteration 165Q: 3 clusters Score -7535798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7535797.500000 Penalty: 5284.247070
	Iteration 166Q: 3 clusters Score -7535798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7535797.500000 Penalty: 5284.247070
	Iteration 167F: 3 clusters Score -7535798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (69965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Entering Unmasked Estep 
Score: -12338334.000000 Penalty: 2766.625977
	Iteration 0F: 2 clusters Score -1.233833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -12296830.000000 Penalty: 5533.251953
	Iteration 0F: 3 clusters Score -1.229683e+07 nChanged 32595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -12314965.000000 Penalty: 5533.251953
	Iteration 1F: 3 clusters Score -1.231496e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -12315435.000000 Penalty: 5533.251953
	Iteration 2Q: 3 clusters Score -1.231544e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -12315841.000000 Penalty: 5533.251953
	Iteration 3Q: 3 clusters Score -1.231584e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -12316354.000000 Penalty: 5533.251953
	Iteration 4Q: 3 clusters Score -1.231635e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -12316749.000000 Penalty: 5533.251953
	Iteration 5Q: 3 clusters Score -1.231675e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -12317204.000000 Penalty: 5533.251953
	Iteration 6Q: 3 clusters Score -1.23172e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -12317654.000000 Penalty: 5533.251953
	Iteration 7Q: 3 clusters Score -1.231765e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -12318238.000000 Penalty: 5533.251953
	Iteration 8Q: 3 clusters Score -1.231824e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -12318986.000000 Penalty: 5533.251953
	Iteration 9Q: 3 clusters Score -1.231899e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -12319945.000000 Penalty: 5533.251953
	Iteration 10Q: 3 clusters Score -1.231994e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -12321308.000000 Penalty: 5533.251953
	Iteration 11Q: 3 clusters Score -1.232131e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -12323321.000000 Penalty: 5533.251953
	Iteration 12Q: 3 clusters Score -1.232332e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -12325651.000000 Penalty: 5533.251953
	Iteration 13F: 3 clusters Score -1.232565e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -12327690.000000 Penalty: 5533.251953
	Iteration 14F: 3 clusters Score -1.232769e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12328856.000000 Penalty: 5533.251953
	Iteration 15Q: 3 clusters Score -1.232886e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -12329229.000000 Penalty: 5533.251953
	Iteration 16Q: 3 clusters Score -1.232923e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -12329420.000000 Penalty: 5533.251953
	Iteration 17Q: 3 clusters Score -1.232942e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -12329543.000000 Penalty: 5533.251953
	Iteration 18Q: 3 clusters Score -1.232954e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -12329592.000000 Penalty: 5533.251953
	Iteration 19Q: 3 clusters Score -1.232959e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -12329671.000000 Penalty: 5533.251953
	Iteration 20F: 3 clusters Score -1.232967e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -12329743.000000 Penalty: 5533.251953
	Iteration 21Q: 3 clusters Score -1.232974e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -12329841.000000 Penalty: 5533.251953
	Iteration 22Q: 3 clusters Score -1.232984e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -12329919.000000 Penalty: 5533.251953
	Iteration 23Q: 3 clusters Score -1.232992e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -12329988.000000 Penalty: 5533.251953
	Iteration 24Q: 3 clusters Score -1.232999e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -12330093.000000 Penalty: 5533.251953
	Iteration 25Q: 3 clusters Score -1.233009e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -12330168.000000 Penalty: 5533.251953
	Iteration 26Q: 3 clusters Score -1.233017e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -12330173.000000 Penalty: 5533.251953
	Iteration 27Q: 3 clusters Score -1.233017e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -12330229.000000 Penalty: 5533.251953
	Iteration 28Q: 3 clusters Score -1.233023e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -12330362.000000 Penalty: 5533.251953
	Iteration 29Q: 3 clusters Score -1.233036e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -12330397.000000 Penalty: 5533.251953
	Iteration 30Q: 3 clusters Score -1.23304e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -12330436.000000 Penalty: 5533.251953
	Iteration 31Q: 3 clusters Score -1.233044e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -12330517.000000 Penalty: 5533.251953
	Iteration 32Q: 3 clusters Score -1.233052e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -12330550.000000 Penalty: 5533.251953
	Iteration 33Q: 3 clusters Score -1.233055e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -12330624.000000 Penalty: 5533.251953
	Iteration 34Q: 3 clusters Score -1.233062e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -12330647.000000 Penalty: 5533.251953
	Iteration 35Q: 3 clusters Score -1.233065e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -12330711.000000 Penalty: 5533.251953
	Iteration 36Q: 3 clusters Score -1.233071e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -12330838.000000 Penalty: 5533.251953
	Iteration 37Q: 3 clusters Score -1.233084e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -12330914.000000 Penalty: 5533.251953
	Iteration 38Q: 3 clusters Score -1.233091e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -12330981.000000 Penalty: 5533.251953
	Iteration 39Q: 3 clusters Score -1.233098e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -12331052.000000 Penalty: 5533.251953
	Iteration 40F: 3 clusters Score -1.233105e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -12331067.000000 Penalty: 5533.251953
	Iteration 41Q: 3 clusters Score -1.233107e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -12331127.000000 Penalty: 5533.251953
	Iteration 42Q: 3 clusters Score -1.233113e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -12331262.000000 Penalty: 5533.251953
	Iteration 43Q: 3 clusters Score -1.233126e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -12331334.000000 Penalty: 5533.251953
	Iteration 44Q: 3 clusters Score -1.233133e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -12331391.000000 Penalty: 5533.251953
	Iteration 45Q: 3 clusters Score -1.233139e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -12331458.000000 Penalty: 5533.251953
	Iteration 46Q: 3 clusters Score -1.233146e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -12331565.000000 Penalty: 5533.251953
	Iteration 47Q: 3 clusters Score -1.233156e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -12331598.000000 Penalty: 5533.251953
	Iteration 48Q: 3 clusters Score -1.23316e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -12331659.000000 Penalty: 5533.251953
	Iteration 49Q: 3 clusters Score -1.233166e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -12331718.000000 Penalty: 5533.251953
	Iteration 50Q: 3 clusters Score -1.233172e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -12331785.000000 Penalty: 5533.251953
	Iteration 51Q: 3 clusters Score -1.233178e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -12331858.000000 Penalty: 5533.251953
	Iteration 52Q: 3 clusters Score -1.233186e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -12331925.000000 Penalty: 5533.251953
	Iteration 53Q: 3 clusters Score -1.233192e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -12331979.000000 Penalty: 5533.251953
	Iteration 54Q: 3 clusters Score -1.233198e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -12332050.000000 Penalty: 5533.251953
	Iteration 55Q: 3 clusters Score -1.233205e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -12332110.000000 Penalty: 5533.251953
	Iteration 56Q: 3 clusters Score -1.233211e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -12332175.000000 Penalty: 5533.251953
	Iteration 57Q: 3 clusters Score -1.233218e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -12332238.000000 Penalty: 5533.251953
	Iteration 58Q: 3 clusters Score -1.233224e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -12332329.000000 Penalty: 5533.251953
	Iteration 59Q: 3 clusters Score -1.233233e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -12332377.000000 Penalty: 5533.251953
	Iteration 60F: 3 clusters Score -1.233238e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -12332413.000000 Penalty: 5533.251953
	Iteration 61Q: 3 clusters Score -1.233241e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -12332486.000000 Penalty: 5533.251953
	Iteration 62Q: 3 clusters Score -1.233249e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -12332578.000000 Penalty: 5533.251953
	Iteration 63Q: 3 clusters Score -1.233258e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -12332614.000000 Penalty: 5533.251953
	Iteration 64Q: 3 clusters Score -1.233261e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -12332721.000000 Penalty: 5533.251953
	Iteration 65Q: 3 clusters Score -1.233272e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -12332813.000000 Penalty: 5533.251953
	Iteration 66Q: 3 clusters Score -1.233281e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -12332878.000000 Penalty: 5533.251953
	Iteration 67Q: 3 clusters Score -1.233288e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -12332993.000000 Penalty: 5533.251953
	Iteration 68Q: 3 clusters Score -1.233299e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -12333146.000000 Penalty: 5533.251953
	Iteration 69Q: 3 clusters Score -1.233315e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -12333301.000000 Penalty: 5533.251953
	Iteration 70Q: 3 clusters Score -1.23333e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -12333403.000000 Penalty: 5533.251953
	Iteration 71Q: 3 clusters Score -1.23334e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -12333517.000000 Penalty: 5533.251953
	Iteration 72Q: 3 clusters Score -1.233352e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -12333571.000000 Penalty: 5533.251953
	Iteration 73Q: 3 clusters Score -1.233357e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -12333678.000000 Penalty: 5533.251953
	Iteration 74Q: 3 clusters Score -1.233368e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -12333792.000000 Penalty: 5533.251953
	Iteration 75Q: 3 clusters Score -1.233379e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -12333909.000000 Penalty: 5533.251953
	Iteration 76Q: 3 clusters Score -1.233391e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -12334011.000000 Penalty: 5533.251953
	Iteration 77Q: 3 clusters Score -1.233401e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -12334051.000000 Penalty: 5533.251953
	Iteration 78Q: 3 clusters Score -1.233405e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -12334123.000000 Penalty: 5533.251953
	Iteration 79Q: 3 clusters Score -1.233412e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -12334228.000000 Penalty: 5533.251953
	Iteration 80F: 3 clusters Score -1.233423e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -12334260.000000 Penalty: 5533.251953
	Iteration 81Q: 3 clusters Score -1.233426e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -12334363.000000 Penalty: 5533.251953
	Iteration 82Q: 3 clusters Score -1.233436e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -12334416.000000 Penalty: 5533.251953
	Iteration 83Q: 3 clusters Score -1.233442e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -12334480.000000 Penalty: 5533.251953
	Iteration 84Q: 3 clusters Score -1.233448e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -12334533.000000 Penalty: 5533.251953
	Iteration 85Q: 3 clusters Score -1.233453e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -12334565.000000 Penalty: 5533.251953
	Iteration 86Q: 3 clusters Score -1.233456e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -12334602.000000 Penalty: 5533.251953
	Iteration 87Q: 3 clusters Score -1.23346e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -12334659.000000 Penalty: 5533.251953
	Iteration 88Q: 3 clusters Score -1.233466e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -12334695.000000 Penalty: 5533.251953
	Iteration 89Q: 3 clusters Score -1.23347e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -12334677.000000 Penalty: 5533.251953
	Iteration 90Q: 3 clusters Score -1.233468e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -12334704.000000 Penalty: 5533.251953
	Iteration 91Q: 3 clusters Score -1.23347e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -12334779.000000 Penalty: 5533.251953
	Iteration 92Q: 3 clusters Score -1.233478e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -12334831.000000 Penalty: 5533.251953
	Iteration 93Q: 3 clusters Score -1.233483e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -12334904.000000 Penalty: 5533.251953
	Iteration 94Q: 3 clusters Score -1.23349e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -12334917.000000 Penalty: 5533.251953
	Iteration 95Q: 3 clusters Score -1.233492e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -12334970.000000 Penalty: 5533.251953
	Iteration 96Q: 3 clusters Score -1.233497e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -12334990.000000 Penalty: 5533.251953
	Iteration 97Q: 3 clusters Score -1.233499e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -12335008.000000 Penalty: 5533.251953
	Iteration 98Q: 3 clusters Score -1.233501e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -12335048.000000 Penalty: 5533.251953
	Iteration 99Q: 3 clusters Score -1.233505e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -12335070.000000 Penalty: 5533.251953
	Iteration 100F: 3 clusters Score -1.233507e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -12335060.000000 Penalty: 5533.251953
	Iteration 101Q: 3 clusters Score -1.233506e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -12335046.000000 Penalty: 5533.251953
	Iteration 102Q: 3 clusters Score -1.233505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -12335053.000000 Penalty: 5533.251953
	Iteration 103Q: 3 clusters Score -1.233505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -12335072.000000 Penalty: 5533.251953
	Iteration 104Q: 3 clusters Score -1.233507e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -12335097.000000 Penalty: 5533.251953
	Iteration 105Q: 3 clusters Score -1.23351e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -12335111.000000 Penalty: 5533.251953
	Iteration 106Q: 3 clusters Score -1.233511e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -12335121.000000 Penalty: 5533.251953
	Iteration 107Q: 3 clusters Score -1.233512e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -12335142.000000 Penalty: 5533.251953
	Iteration 108Q: 3 clusters Score -1.233514e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -12335151.000000 Penalty: 5533.251953
	Iteration 109Q: 3 clusters Score -1.233515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -12335160.000000 Penalty: 5533.251953
	Iteration 110Q: 3 clusters Score -1.233516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -12335181.000000 Penalty: 5533.251953
	Iteration 111Q: 3 clusters Score -1.233518e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -12335182.000000 Penalty: 5533.251953
	Iteration 112Q: 3 clusters Score -1.233518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -12335185.000000 Penalty: 5533.251953
	Iteration 113Q: 3 clusters Score -1.233518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -12335203.000000 Penalty: 5533.251953
	Iteration 114Q: 3 clusters Score -1.23352e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -12335241.000000 Penalty: 5533.251953
	Iteration 115Q: 3 clusters Score -1.233524e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -12335261.000000 Penalty: 5533.251953
	Iteration 116Q: 3 clusters Score -1.233526e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -12335272.000000 Penalty: 5533.251953
	Iteration 117Q: 3 clusters Score -1.233527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -12335272.000000 Penalty: 5533.251953
	Iteration 118Q: 3 clusters Score -1.233527e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -12335282.000000 Penalty: 5533.251953
	Iteration 119Q: 3 clusters Score -1.233528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -12335307.000000 Penalty: 5533.251953
	Iteration 120F: 3 clusters Score -1.233531e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -12335334.000000 Penalty: 5533.251953
	Iteration 121Q: 3 clusters Score -1.233533e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -12335353.000000 Penalty: 5533.251953
	Iteration 122Q: 3 clusters Score -1.233535e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -12335350.000000 Penalty: 5533.251953
	Iteration 123Q: 3 clusters Score -1.233535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -12335393.000000 Penalty: 5533.251953
	Iteration 124Q: 3 clusters Score -1.233539e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -12335426.000000 Penalty: 5533.251953
	Iteration 125Q: 3 clusters Score -1.233543e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -12335447.000000 Penalty: 5533.251953
	Iteration 126Q: 3 clusters Score -1.233545e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -12335453.000000 Penalty: 5533.251953
	Iteration 127Q: 3 clusters Score -1.233545e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -12335485.000000 Penalty: 5533.251953
	Iteration 128Q: 3 clusters Score -1.233548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -12335481.000000 Penalty: 5533.251953
	Iteration 129Q: 3 clusters Score -1.233548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -12335500.000000 Penalty: 5533.251953
	Iteration 130Q: 3 clusters Score -1.23355e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -12335503.000000 Penalty: 5533.251953
	Iteration 131Q: 3 clusters Score -1.23355e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -12335532.000000 Penalty: 5533.251953
	Iteration 132Q: 3 clusters Score -1.233553e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -12335529.000000 Penalty: 5533.251953
	Iteration 133Q: 3 clusters Score -1.233553e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -12335545.000000 Penalty: 5533.251953
	Iteration 134Q: 3 clusters Score -1.233554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -12335573.000000 Penalty: 5533.251953
	Iteration 135Q: 3 clusters Score -1.233557e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -12335606.000000 Penalty: 5533.251953
	Iteration 136Q: 3 clusters Score -1.233561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -12335624.000000 Penalty: 5533.251953
	Iteration 137Q: 3 clusters Score -1.233562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -12335624.000000 Penalty: 5533.251953
	Iteration 138Q: 3 clusters Score -1.233562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -12335631.000000 Penalty: 5533.251953
	Iteration 139Q: 3 clusters Score -1.233563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -12335648.000000 Penalty: 5533.251953
	Iteration 140F: 3 clusters Score -1.233565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -12335660.000000 Penalty: 5533.251953
	Iteration 141Q: 3 clusters Score -1.233566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -12335667.000000 Penalty: 5533.251953
	Iteration 142Q: 3 clusters Score -1.233567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -12335658.000000 Penalty: 5533.251953
	Iteration 143Q: 3 clusters Score -1.233566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -12335665.000000 Penalty: 5533.251953
	Iteration 144Q: 3 clusters Score -1.233566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -12335666.000000 Penalty: 5533.251953
	Iteration 145Q: 3 clusters Score -1.233567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -12335659.000000 Penalty: 5533.251953
	Iteration 146Q: 3 clusters Score -1.233566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -12335665.000000 Penalty: 5533.251953
	Iteration 147Q: 3 clusters Score -1.233566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -12335676.000000 Penalty: 5533.251953
	Iteration 148Q: 3 clusters Score -1.233568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -12335679.000000 Penalty: 5533.251953
	Iteration 149Q: 3 clusters Score -1.233568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -12335689.000000 Penalty: 5533.251953
	Iteration 150Q: 3 clusters Score -1.233569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -12335695.000000 Penalty: 5533.251953
	Iteration 151Q: 3 clusters Score -1.23357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -12335699.000000 Penalty: 5533.251953
	Iteration 152Q: 3 clusters Score -1.23357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -12335697.000000 Penalty: 5533.251953
	Iteration 153Q: 3 clusters Score -1.23357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -12335696.000000 Penalty: 5533.251953
	Iteration 154Q: 3 clusters Score -1.23357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -12335698.000000 Penalty: 5533.251953
	Iteration 155Q: 3 clusters Score -1.23357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -12335696.000000 Penalty: 5533.251953
	Iteration 156Q: 3 clusters Score -1.23357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -12335698.000000 Penalty: 5533.251953
	Iteration 157Q: 3 clusters Score -1.23357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -12335703.000000 Penalty: 5533.251953
	Iteration 158Q: 3 clusters Score -1.23357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -12335703.000000 Penalty: 5533.251953
	Iteration 159Q: 3 clusters Score -1.23357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -12335693.000000 Penalty: 5533.251953
	Iteration 160F: 3 clusters Score -1.233569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -12335703.000000 Penalty: 5533.251953
	Iteration 161Q: 3 clusters Score -1.23357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -12335708.000000 Penalty: 5533.251953
	Iteration 162Q: 3 clusters Score -1.233571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -12335715.000000 Penalty: 5533.251953
	Iteration 163Q: 3 clusters Score -1.233572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -12335714.000000 Penalty: 5533.251953
	Iteration 164Q: 3 clusters Score -1.233571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -12335737.000000 Penalty: 5533.251953
	Iteration 165Q: 3 clusters Score -1.233574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -12335727.000000 Penalty: 5533.251953
	Iteration 166Q: 3 clusters Score -1.233573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -12335717.000000 Penalty: 5533.251953
	Iteration 167Q: 3 clusters Score -1.233572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -12335720.000000 Penalty: 5533.251953
	Iteration 168Q: 3 clusters Score -1.233572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -12335715.000000 Penalty: 5533.251953
	Iteration 169Q: 3 clusters Score -1.233572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -12335712.000000 Penalty: 5533.251953
	Iteration 170Q: 3 clusters Score -1.233571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -12335704.000000 Penalty: 5533.251953
	Iteration 171Q: 3 clusters Score -1.23357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -12335714.000000 Penalty: 5533.251953
	Iteration 172Q: 3 clusters Score -1.233571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -12335721.000000 Penalty: 5533.251953
	Iteration 173Q: 3 clusters Score -1.233572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -12335728.000000 Penalty: 5533.251953
	Iteration 174Q: 3 clusters Score -1.233573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -12335728.000000 Penalty: 5533.251953
	Iteration 175Q: 3 clusters Score -1.233573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -12335727.000000 Penalty: 5533.251953
	Iteration 176Q: 3 clusters Score -1.233573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -12335724.000000 Penalty: 5533.251953
	Iteration 177Q: 3 clusters Score -1.233572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -12335724.000000 Penalty: 5533.251953
	Iteration 178F: 3 clusters Score -1.233572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (45532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Entering Unmasked Estep 
Score: -8208232.000000 Penalty: 2660.090332
	Iteration 0F: 2 clusters Score -8208232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8178866.000000 Penalty: 5320.180664
	Iteration 0F: 3 clusters Score -8178866 nChanged 20921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -8190398.500000 Penalty: 5320.180664
	Iteration 1F: 3 clusters Score -8190398 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8191194.500000 Penalty: 5320.180664
	Iteration 2Q: 3 clusters Score -8191194 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -8192357.500000 Penalty: 5320.180664
	Iteration 3F: 3 clusters Score -8192358 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -8194455.500000 Penalty: 5320.180664
	Iteration 4F: 3 clusters Score -8194456 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -8197426.500000 Penalty: 5320.180664
	Iteration 5F: 3 clusters Score -8197426 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -8201134.000000 Penalty: 5320.180664
	Iteration 6F: 3 clusters Score -8201134 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8203975.000000 Penalty: 5320.180664
	Iteration 7F: 3 clusters Score -8203975 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8205131.500000 Penalty: 5320.180664
	Iteration 8Q: 3 clusters Score -8205132 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8205583.500000 Penalty: 5320.180664
	Iteration 9Q: 3 clusters Score -8205584 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8205730.500000 Penalty: 5320.180664
	Iteration 10Q: 3 clusters Score -8205730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8205804.000000 Penalty: 5320.180664
	Iteration 11Q: 3 clusters Score -8205804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8205869.000000 Penalty: 5320.180664
	Iteration 12Q: 3 clusters Score -8205869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8205924.000000 Penalty: 5320.180664
	Iteration 13Q: 3 clusters Score -8205924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8205958.500000 Penalty: 5320.180664
	Iteration 14Q: 3 clusters Score -8205958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8205975.500000 Penalty: 5320.180664
	Iteration 15Q: 3 clusters Score -8205976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8205978.500000 Penalty: 5320.180664
	Iteration 16Q: 3 clusters Score -8205978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8205980.500000 Penalty: 5320.180664
	Iteration 17Q: 3 clusters Score -8205980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8205981.000000 Penalty: 5320.180664
	Iteration 18Q: 3 clusters Score -8205981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8205986.500000 Penalty: 5320.180664
	Iteration 19Q: 3 clusters Score -8205986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8205990.500000 Penalty: 5320.180664
	Iteration 20F: 3 clusters Score -8205990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (44163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Entering Unmasked Estep 
Score: -8050827.000000 Penalty: 2652.519287
	Iteration 0F: 2 clusters Score -8050827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8022305.500000 Penalty: 5305.038574
	Iteration 0F: 3 clusters Score -8022306 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8033473.500000 Penalty: 5305.038574
	Iteration 1F: 3 clusters Score -8033474 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -8034055.500000 Penalty: 5305.038574
	Iteration 2Q: 3 clusters Score -8034056 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -8034484.000000 Penalty: 5305.038574
	Iteration 3Q: 3 clusters Score -8034484 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -8034913.500000 Penalty: 5305.038574
	Iteration 4Q: 3 clusters Score -8034914 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -8035401.000000 Penalty: 5305.038574
	Iteration 5Q: 3 clusters Score -8035401 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -8035879.500000 Penalty: 5305.038574
	Iteration 6Q: 3 clusters Score -8035880 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -8036327.500000 Penalty: 5305.038574
	Iteration 7Q: 3 clusters Score -8036328 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -8036851.000000 Penalty: 5305.038574
	Iteration 8Q: 3 clusters Score -8036851 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -8037570.500000 Penalty: 5305.038574
	Iteration 9Q: 3 clusters Score -8037570 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -8038549.500000 Penalty: 5305.038574
	Iteration 10Q: 3 clusters Score -8038550 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -8039650.000000 Penalty: 5305.038574
	Iteration 11Q: 3 clusters Score -8039650 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -8040986.000000 Penalty: 5305.038574
	Iteration 12Q: 3 clusters Score -8040986 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -8042422.000000 Penalty: 5305.038574
	Iteration 13Q: 3 clusters Score -8042422 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -8043625.000000 Penalty: 5305.038574
	Iteration 14Q: 3 clusters Score -8043625 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -8044620.500000 Penalty: 5305.038574
	Iteration 15Q: 3 clusters Score -8044620 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -8045339.500000 Penalty: 5305.038574
	Iteration 16Q: 3 clusters Score -8045340 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8045960.000000 Penalty: 5305.038574
	Iteration 17Q: 3 clusters Score -8045960 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -8046506.500000 Penalty: 5305.038574
	Iteration 18Q: 3 clusters Score -8046506 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8046976.500000 Penalty: 5305.038574
	Iteration 19Q: 3 clusters Score -8046976 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8047367.500000 Penalty: 5305.038574
	Iteration 20F: 3 clusters Score -8047368 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8047725.500000 Penalty: 5305.038574
	Iteration 21Q: 3 clusters Score -8047726 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8048012.000000 Penalty: 5305.038574
	Iteration 22Q: 3 clusters Score -8048012 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8048257.500000 Penalty: 5305.038574
	Iteration 23Q: 3 clusters Score -8048258 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8048340.500000 Penalty: 5305.038574
	Iteration 24Q: 3 clusters Score -8048340 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8048475.000000 Penalty: 5305.038574
	Iteration 25Q: 3 clusters Score -8048475 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8048559.500000 Penalty: 5305.038574
	Iteration 26Q: 3 clusters Score -8048560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8048609.500000 Penalty: 5305.038574
	Iteration 27Q: 3 clusters Score -8048610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8048650.000000 Penalty: 5305.038574
	Iteration 28Q: 3 clusters Score -8048650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8048676.500000 Penalty: 5305.038574
	Iteration 29Q: 3 clusters Score -8048676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8048690.500000 Penalty: 5305.038574
	Iteration 30Q: 3 clusters Score -8048690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8048700.000000 Penalty: 5305.038574
	Iteration 31Q: 3 clusters Score -8048700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8048697.000000 Penalty: 5305.038574
	Iteration 32Q: 3 clusters Score -8048697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8048705.000000 Penalty: 5305.038574
	Iteration 33Q: 3 clusters Score -8048705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8048709.000000 Penalty: 5305.038574
	Iteration 34Q: 3 clusters Score -8048709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8048710.000000 Penalty: 5305.038574
	Iteration 35Q: 3 clusters Score -8048710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8048712.000000 Penalty: 5305.038574
	Iteration 36Q: 3 clusters Score -8048712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8048714.000000 Penalty: 5305.038574
	Iteration 37Q: 3 clusters Score -8048714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8048712.500000 Penalty: 5305.038574
	Iteration 38Q: 3 clusters Score -8048712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8048716.500000 Penalty: 5305.038574
	Iteration 39Q: 3 clusters Score -8048716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8048716.500000 Penalty: 5305.038574
	Iteration 40F: 3 clusters Score -8048716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42227 members 
Mstep: Class 7 contains 23565 members 
Mstep: Class 8 contains 36653 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 10 contains 25774 members 
Mstep: Class 11 contains 35574 members 
Mstep: Class 12 contains 20138 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46393 members 
Mstep: Class 17 contains 52538 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 44973 members 
Mstep: Class 20 contains 44219 members 
Mstep: Class 21 contains 43933 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 31292 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52808 members 
Mstep: Class 27 contains 48265 members 
Mstep: Class 28 contains 37409 members 
Mstep: Class 29 contains 41414 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 43502 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 44486 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42350 members 
Mstep: Class 37 contains 69965 members 
Mstep: Class 38 contains 45532 members 
Mstep: Class 39 contains 44163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421040.000000 Penalty: 134736.734375
Iteration 159Q: 40 clusters Score -1.96421e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 13775 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42260 members 
Mstep: Class 7 contains 23544 members 
Mstep: Class 8 contains 36585 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 25751 members 
Mstep: Class 11 contains 35571 members 
Mstep: Class 12 contains 20156 members 
Mstep: Class 13 contains 5863 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46403 members 
Mstep: Class 17 contains 52534 members 
Mstep: Class 18 contains 14522 members 
Mstep: Class 19 contains 44975 members 
Mstep: Class 20 contains 44215 members 
Mstep: Class 21 contains 43928 members 
Mstep: Class 22 contains 14251 members 
Mstep: Class 23 contains 31261 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52809 members 
Mstep: Class 27 contains 48253 members 
Mstep: Class 28 contains 37494 members 
Mstep: Class 29 contains 41407 members 
Mstep: Class 30 contains 12204 members 
Mstep: Class 31 contains 43544 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 44461 members 
Mstep: Class 34 contains 19965 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42363 members 
Mstep: Class 37 contains 69959 members 
Mstep: Class 38 contains 45560 members 
Mstep: Class 39 contains 44195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421312.000000 Penalty: 134736.734375
Iteration 160F: 40 clusters Score -1.964213e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 13758 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42292 members 
Mstep: Class 7 contains 23534 members 
Mstep: Class 8 contains 36521 members 
Mstep: Class 9 contains 42657 members 
Mstep: Class 10 contains 25730 members 
Mstep: Class 11 contains 35563 members 
Mstep: Class 12 contains 20178 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46405 members 
Mstep: Class 17 contains 52543 members 
Mstep: Class 18 contains 14514 members 
Mstep: Class 19 contains 44977 members 
Mstep: Class 20 contains 44207 members 
Mstep: Class 21 contains 43904 members 
Mstep: Class 22 contains 14261 members 
Mstep: Class 23 contains 31236 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 52800 members 
Mstep: Class 27 contains 48231 members 
Mstep: Class 28 contains 37582 members 
Mstep: Class 29 contains 41395 members 
Mstep: Class 30 contains 12204 members 
Mstep: Class 31 contains 43578 members 
Mstep: Class 32 contains 12409 members 
Mstep: Class 33 contains 44448 members 
Mstep: Class 34 contains 19955 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42375 members 
Mstep: Class 37 contains 69969 members 
Mstep: Class 38 contains 45578 members 
Mstep: Class 39 contains 44225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421616.000000 Penalty: 134736.734375
Iteration 161Q: 40 clusters Score -1.964216e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 13746 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42331 members 
Mstep: Class 7 contains 23513 members 
Mstep: Class 8 contains 36466 members 
Mstep: Class 9 contains 42654 members 
Mstep: Class 10 contains 25714 members 
Mstep: Class 11 contains 35567 members 
Mstep: Class 12 contains 20201 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46405 members 
Mstep: Class 17 contains 52551 members 
Mstep: Class 18 contains 14507 members 
Mstep: Class 19 contains 44978 members 
Mstep: Class 20 contains 44210 members 
Mstep: Class 21 contains 43863 members 
Mstep: Class 22 contains 14269 members 
Mstep: Class 23 contains 31201 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52781 members 
Mstep: Class 27 contains 48219 members 
Mstep: Class 28 contains 37655 members 
Mstep: Class 29 contains 41383 members 
Mstep: Class 30 contains 12204 members 
Mstep: Class 31 contains 43647 members 
Mstep: Class 32 contains 12412 members 
Mstep: Class 33 contains 44439 members 
Mstep: Class 34 contains 19940 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42388 members 
Mstep: Class 37 contains 69971 members 
Mstep: Class 38 contains 45601 members 
Mstep: Class 39 contains 44241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421632.000000 Penalty: 134736.734375
Iteration 162Q: 40 clusters Score -1.964216e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42361 members 
Mstep: Class 7 contains 23498 members 
Mstep: Class 8 contains 36408 members 
Mstep: Class 9 contains 42652 members 
Mstep: Class 10 contains 25694 members 
Mstep: Class 11 contains 35584 members 
Mstep: Class 12 contains 20232 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8502 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46377 members 
Mstep: Class 17 contains 52576 members 
Mstep: Class 18 contains 14504 members 
Mstep: Class 19 contains 44979 members 
Mstep: Class 20 contains 44197 members 
Mstep: Class 21 contains 43814 members 
Mstep: Class 22 contains 14268 members 
Mstep: Class 23 contains 31164 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52758 members 
Mstep: Class 27 contains 48207 members 
Mstep: Class 28 contains 37718 members 
Mstep: Class 29 contains 41377 members 
Mstep: Class 30 contains 12203 members 
Mstep: Class 31 contains 43727 members 
Mstep: Class 32 contains 12417 members 
Mstep: Class 33 contains 44415 members 
Mstep: Class 34 contains 19929 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42392 members 
Mstep: Class 37 contains 69975 members 
Mstep: Class 38 contains 45625 members 
Mstep: Class 39 contains 44301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421824.000000 Penalty: 134736.734375
Iteration 163Q: 40 clusters Score -1.964218e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 8093 members 
Mstep: Class 3 contains 13723 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42398 members 
Mstep: Class 7 contains 23488 members 
Mstep: Class 8 contains 36331 members 
Mstep: Class 9 contains 42648 members 
Mstep: Class 10 contains 25667 members 
Mstep: Class 11 contains 35636 members 
Mstep: Class 12 contains 20248 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46368 members 
Mstep: Class 17 contains 52597 members 
Mstep: Class 18 contains 14499 members 
Mstep: Class 19 contains 44973 members 
Mstep: Class 20 contains 44194 members 
Mstep: Class 21 contains 43738 members 
Mstep: Class 22 contains 14263 members 
Mstep: Class 23 contains 31139 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52742 members 
Mstep: Class 27 contains 48196 members 
Mstep: Class 28 contains 37780 members 
Mstep: Class 29 contains 41360 members 
Mstep: Class 30 contains 12201 members 
Mstep: Class 31 contains 43797 members 
Mstep: Class 32 contains 12419 members 
Mstep: Class 33 contains 44406 members 
Mstep: Class 34 contains 19925 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42396 members 
Mstep: Class 37 contains 69982 members 
Mstep: Class 38 contains 45643 members 
Mstep: Class 39 contains 44347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421952.000000 Penalty: 134736.734375
Iteration 164Q: 40 clusters Score -1.96422e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 8093 members 
Mstep: Class 3 contains 13703 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42437 members 
Mstep: Class 7 contains 23476 members 
Mstep: Class 8 contains 36247 members 
Mstep: Class 9 contains 42643 members 
Mstep: Class 10 contains 25637 members 
Mstep: Class 11 contains 35690 members 
Mstep: Class 12 contains 20265 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 8502 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46349 members 
Mstep: Class 17 contains 52623 members 
Mstep: Class 18 contains 14500 members 
Mstep: Class 19 contains 44976 members 
Mstep: Class 20 contains 44165 members 
Mstep: Class 21 contains 43683 members 
Mstep: Class 22 contains 14259 members 
Mstep: Class 23 contains 31110 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52714 members 
Mstep: Class 27 contains 48181 members 
Mstep: Class 28 contains 37871 members 
Mstep: Class 29 contains 41350 members 
Mstep: Class 30 contains 12201 members 
Mstep: Class 31 contains 43885 members 
Mstep: Class 32 contains 12418 members 
Mstep: Class 33 contains 44392 members 
Mstep: Class 34 contains 19915 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42402 members 
Mstep: Class 37 contains 69974 members 
Mstep: Class 38 contains 45657 members 
Mstep: Class 39 contains 44396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422112.000000 Penalty: 134736.734375
Iteration 165Q: 40 clusters Score -1.964221e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 13676 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42489 members 
Mstep: Class 7 contains 23448 members 
Mstep: Class 8 contains 36181 members 
Mstep: Class 9 contains 42640 members 
Mstep: Class 10 contains 25604 members 
Mstep: Class 11 contains 35732 members 
Mstep: Class 12 contains 20279 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 8499 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46342 members 
Mstep: Class 17 contains 52658 members 
Mstep: Class 18 contains 14498 members 
Mstep: Class 19 contains 44984 members 
Mstep: Class 20 contains 44140 members 
Mstep: Class 21 contains 43632 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 31094 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52680 members 
Mstep: Class 27 contains 48164 members 
Mstep: Class 28 contains 37950 members 
Mstep: Class 29 contains 41341 members 
Mstep: Class 30 contains 12205 members 
Mstep: Class 31 contains 43959 members 
Mstep: Class 32 contains 12424 members 
Mstep: Class 33 contains 44384 members 
Mstep: Class 34 contains 19893 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42410 members 
Mstep: Class 37 contains 69976 members 
Mstep: Class 38 contains 45654 members 
Mstep: Class 39 contains 44440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422224.000000 Penalty: 134736.734375
Iteration 166Q: 40 clusters Score -1.964222e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 13648 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42530 members 
Mstep: Class 7 contains 23440 members 
Mstep: Class 8 contains 36107 members 
Mstep: Class 9 contains 42640 members 
Mstep: Class 10 contains 25587 members 
Mstep: Class 11 contains 35785 members 
Mstep: Class 12 contains 20293 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 8499 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46354 members 
Mstep: Class 17 contains 52692 members 
Mstep: Class 18 contains 14490 members 
Mstep: Class 19 contains 44987 members 
Mstep: Class 20 contains 44120 members 
Mstep: Class 21 contains 43548 members 
Mstep: Class 22 contains 14252 members 
Mstep: Class 23 contains 31090 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52688 members 
Mstep: Class 27 contains 48143 members 
Mstep: Class 28 contains 38023 members 
Mstep: Class 29 contains 41333 members 
Mstep: Class 30 contains 12204 members 
Mstep: Class 31 contains 44014 members 
Mstep: Class 32 contains 12426 members 
Mstep: Class 33 contains 44362 members 
Mstep: Class 34 contains 19869 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42420 members 
Mstep: Class 37 contains 69964 members 
Mstep: Class 38 contains 45656 members 
Mstep: Class 39 contains 44485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422016.000000 Penalty: 134736.734375
Iteration 167Q: 40 clusters Score -1.96422e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 13602 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42574 members 
Mstep: Class 7 contains 23427 members 
Mstep: Class 8 contains 36044 members 
Mstep: Class 9 contains 42642 members 
Mstep: Class 10 contains 25557 members 
Mstep: Class 11 contains 35842 members 
Mstep: Class 12 contains 20305 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8500 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46335 members 
Mstep: Class 17 contains 52712 members 
Mstep: Class 18 contains 14492 members 
Mstep: Class 19 contains 44999 members 
Mstep: Class 20 contains 44096 members 
Mstep: Class 21 contains 43473 members 
Mstep: Class 22 contains 14248 members 
Mstep: Class 23 contains 31088 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 52685 members 
Mstep: Class 27 contains 48116 members 
Mstep: Class 28 contains 38083 members 
Mstep: Class 29 contains 41331 members 
Mstep: Class 30 contains 12201 members 
Mstep: Class 31 contains 44069 members 
Mstep: Class 32 contains 12425 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 19851 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42430 members 
Mstep: Class 37 contains 69952 members 
Mstep: Class 38 contains 45673 members 
Mstep: Class 39 contains 44553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421952.000000 Penalty: 134736.734375
Iteration 168Q: 40 clusters Score -1.96422e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 13561 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42628 members 
Mstep: Class 7 contains 23402 members 
Mstep: Class 8 contains 35990 members 
Mstep: Class 9 contains 42646 members 
Mstep: Class 10 contains 25534 members 
Mstep: Class 11 contains 35898 members 
Mstep: Class 12 contains 20309 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 8502 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46320 members 
Mstep: Class 17 contains 52719 members 
Mstep: Class 18 contains 14492 members 
Mstep: Class 19 contains 45007 members 
Mstep: Class 20 contains 44080 members 
Mstep: Class 21 contains 43411 members 
Mstep: Class 22 contains 14243 members 
Mstep: Class 23 contains 31090 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52692 members 
Mstep: Class 27 contains 48088 members 
Mstep: Class 28 contains 38134 members 
Mstep: Class 29 contains 41319 members 
Mstep: Class 30 contains 12203 members 
Mstep: Class 31 contains 44117 members 
Mstep: Class 32 contains 12428 members 
Mstep: Class 33 contains 44330 members 
Mstep: Class 34 contains 19832 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42447 members 
Mstep: Class 37 contains 69939 members 
Mstep: Class 38 contains 45695 members 
Mstep: Class 39 contains 44598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422016.000000 Penalty: 134736.734375
Iteration 169Q: 40 clusters Score -1.96422e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42672 members 
Mstep: Class 7 contains 23378 members 
Mstep: Class 8 contains 35947 members 
Mstep: Class 9 contains 42641 members 
Mstep: Class 10 contains 25503 members 
Mstep: Class 11 contains 35956 members 
Mstep: Class 12 contains 20321 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46299 members 
Mstep: Class 17 contains 52739 members 
Mstep: Class 18 contains 14487 members 
Mstep: Class 19 contains 45007 members 
Mstep: Class 20 contains 44046 members 
Mstep: Class 21 contains 43360 members 
Mstep: Class 22 contains 14242 members 
Mstep: Class 23 contains 31089 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52697 members 
Mstep: Class 27 contains 48073 members 
Mstep: Class 28 contains 38201 members 
Mstep: Class 29 contains 41314 members 
Mstep: Class 30 contains 12201 members 
Mstep: Class 31 contains 44168 members 
Mstep: Class 32 contains 12429 members 
Mstep: Class 33 contains 44323 members 
Mstep: Class 34 contains 19815 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42462 members 
Mstep: Class 37 contains 69922 members 
Mstep: Class 38 contains 45724 members 
Mstep: Class 39 contains 44623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422016.000000 Penalty: 134736.734375
Iteration 170Q: 40 clusters Score -1.96422e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 13508 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42730 members 
Mstep: Class 7 contains 23356 members 
Mstep: Class 8 contains 35886 members 
Mstep: Class 9 contains 42638 members 
Mstep: Class 10 contains 25479 members 
Mstep: Class 11 contains 36024 members 
Mstep: Class 12 contains 20330 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46288 members 
Mstep: Class 17 contains 52758 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 45000 members 
Mstep: Class 20 contains 44022 members 
Mstep: Class 21 contains 43315 members 
Mstep: Class 22 contains 14239 members 
Mstep: Class 23 contains 31073 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52693 members 
Mstep: Class 27 contains 48065 members 
Mstep: Class 28 contains 38266 members 
Mstep: Class 29 contains 41307 members 
Mstep: Class 30 contains 12208 members 
Mstep: Class 31 contains 44205 members 
Mstep: Class 32 contains 12429 members 
Mstep: Class 33 contains 44318 members 
Mstep: Class 34 contains 19788 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42475 members 
Mstep: Class 37 contains 69911 members 
Mstep: Class 38 contains 45757 members 
Mstep: Class 39 contains 44621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422048.000000 Penalty: 134736.734375
Iteration 171Q: 40 clusters Score -1.96422e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 13479 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42787 members 
Mstep: Class 7 contains 23335 members 
Mstep: Class 8 contains 35835 members 
Mstep: Class 9 contains 42633 members 
Mstep: Class 10 contains 25461 members 
Mstep: Class 11 contains 36097 members 
Mstep: Class 12 contains 20349 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8507 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46270 members 
Mstep: Class 17 contains 52780 members 
Mstep: Class 18 contains 14471 members 
Mstep: Class 19 contains 44995 members 
Mstep: Class 20 contains 44013 members 
Mstep: Class 21 contains 43275 members 
Mstep: Class 22 contains 14241 members 
Mstep: Class 23 contains 31048 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52668 members 
Mstep: Class 27 contains 48064 members 
Mstep: Class 28 contains 38308 members 
Mstep: Class 29 contains 41306 members 
Mstep: Class 30 contains 12209 members 
Mstep: Class 31 contains 44246 members 
Mstep: Class 32 contains 12429 members 
Mstep: Class 33 contains 44317 members 
Mstep: Class 34 contains 19778 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42484 members 
Mstep: Class 37 contains 69896 members 
Mstep: Class 38 contains 45767 members 
Mstep: Class 39 contains 44641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421968.000000 Penalty: 134736.734375
Iteration 172Q: 40 clusters Score -1.96422e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 13460 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42829 members 
Mstep: Class 7 contains 23321 members 
Mstep: Class 8 contains 35782 members 
Mstep: Class 9 contains 42629 members 
Mstep: Class 10 contains 25432 members 
Mstep: Class 11 contains 36176 members 
Mstep: Class 12 contains 20353 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 8513 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46238 members 
Mstep: Class 17 contains 52811 members 
Mstep: Class 18 contains 14460 members 
Mstep: Class 19 contains 44989 members 
Mstep: Class 20 contains 43981 members 
Mstep: Class 21 contains 43232 members 
Mstep: Class 22 contains 14242 members 
Mstep: Class 23 contains 31035 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52639 members 
Mstep: Class 27 contains 48056 members 
Mstep: Class 28 contains 38370 members 
Mstep: Class 29 contains 41308 members 
Mstep: Class 30 contains 12213 members 
Mstep: Class 31 contains 44295 members 
Mstep: Class 32 contains 12431 members 
Mstep: Class 33 contains 44308 members 
Mstep: Class 34 contains 19760 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42492 members 
Mstep: Class 37 contains 69887 members 
Mstep: Class 38 contains 45781 members 
Mstep: Class 39 contains 44682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422000.000000 Penalty: 134736.734375
Iteration 173Q: 40 clusters Score -1.96422e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 13456 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42855 members 
Mstep: Class 7 contains 23296 members 
Mstep: Class 8 contains 35721 members 
Mstep: Class 9 contains 42616 members 
Mstep: Class 10 contains 25415 members 
Mstep: Class 11 contains 36223 members 
Mstep: Class 12 contains 20355 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46222 members 
Mstep: Class 17 contains 52848 members 
Mstep: Class 18 contains 14454 members 
Mstep: Class 19 contains 44977 members 
Mstep: Class 20 contains 43976 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 14244 members 
Mstep: Class 23 contains 31015 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 52644 members 
Mstep: Class 27 contains 48056 members 
Mstep: Class 28 contains 38433 members 
Mstep: Class 29 contains 41309 members 
Mstep: Class 30 contains 12217 members 
Mstep: Class 31 contains 44371 members 
Mstep: Class 32 contains 12435 members 
Mstep: Class 33 contains 44292 members 
Mstep: Class 34 contains 19739 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42492 members 
Mstep: Class 37 contains 69879 members 
Mstep: Class 38 contains 45776 members 
Mstep: Class 39 contains 44685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422272.000000 Penalty: 134736.734375
Iteration 174Q: 40 clusters Score -1.964223e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 13447 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42871 members 
Mstep: Class 7 contains 23277 members 
Mstep: Class 8 contains 35657 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 10 contains 25411 members 
Mstep: Class 11 contains 36259 members 
Mstep: Class 12 contains 20356 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8519 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46209 members 
Mstep: Class 17 contains 52879 members 
Mstep: Class 18 contains 14452 members 
Mstep: Class 19 contains 44974 members 
Mstep: Class 20 contains 43953 members 
Mstep: Class 21 contains 43143 members 
Mstep: Class 22 contains 14243 members 
Mstep: Class 23 contains 30996 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52660 members 
Mstep: Class 27 contains 48057 members 
Mstep: Class 28 contains 38478 members 
Mstep: Class 29 contains 41298 members 
Mstep: Class 30 contains 12222 members 
Mstep: Class 31 contains 44473 members 
Mstep: Class 32 contains 12438 members 
Mstep: Class 33 contains 44286 members 
Mstep: Class 34 contains 19722 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42498 members 
Mstep: Class 37 contains 69869 members 
Mstep: Class 38 contains 45791 members 
Mstep: Class 39 contains 44663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422496.000000 Penalty: 134736.734375
Iteration 175Q: 40 clusters Score -1.964225e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 13429 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42895 members 
Mstep: Class 7 contains 23264 members 
Mstep: Class 8 contains 35610 members 
Mstep: Class 9 contains 42602 members 
Mstep: Class 10 contains 25396 members 
Mstep: Class 11 contains 36328 members 
Mstep: Class 12 contains 20357 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 8518 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46183 members 
Mstep: Class 17 contains 52890 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 44972 members 
Mstep: Class 20 contains 43928 members 
Mstep: Class 21 contains 43094 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 30981 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52658 members 
Mstep: Class 27 contains 48047 members 
Mstep: Class 28 contains 38508 members 
Mstep: Class 29 contains 41294 members 
Mstep: Class 30 contains 12228 members 
Mstep: Class 31 contains 44544 members 
Mstep: Class 32 contains 12442 members 
Mstep: Class 33 contains 44284 members 
Mstep: Class 34 contains 19708 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42510 members 
Mstep: Class 37 contains 69880 members 
Mstep: Class 38 contains 45816 members 
Mstep: Class 39 contains 44665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422336.000000 Penalty: 134736.734375
Iteration 176Q: 40 clusters Score -1.964223e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 8085 members 
Mstep: Class 3 contains 13417 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42924 members 
Mstep: Class 7 contains 23241 members 
Mstep: Class 8 contains 35540 members 
Mstep: Class 9 contains 42597 members 
Mstep: Class 10 contains 25385 members 
Mstep: Class 11 contains 36399 members 
Mstep: Class 12 contains 20378 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46140 members 
Mstep: Class 17 contains 52914 members 
Mstep: Class 18 contains 14440 members 
Mstep: Class 19 contains 44973 members 
Mstep: Class 20 contains 43895 members 
Mstep: Class 21 contains 43055 members 
Mstep: Class 22 contains 14240 members 
Mstep: Class 23 contains 30965 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52652 members 
Mstep: Class 27 contains 48036 members 
Mstep: Class 28 contains 38557 members 
Mstep: Class 29 contains 41296 members 
Mstep: Class 30 contains 12233 members 
Mstep: Class 31 contains 44613 members 
Mstep: Class 32 contains 12447 members 
Mstep: Class 33 contains 44263 members 
Mstep: Class 34 contains 19701 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42514 members 
Mstep: Class 37 contains 69867 members 
Mstep: Class 38 contains 45844 members 
Mstep: Class 39 contains 44687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422160.000000 Penalty: 134736.734375
Iteration 177Q: 40 clusters Score -1.964222e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 13401 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 42966 members 
Mstep: Class 7 contains 23228 members 
Mstep: Class 8 contains 35469 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 25363 members 
Mstep: Class 11 contains 36457 members 
Mstep: Class 12 contains 20385 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46110 members 
Mstep: Class 17 contains 52936 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 44969 members 
Mstep: Class 20 contains 43882 members 
Mstep: Class 21 contains 43019 members 
Mstep: Class 22 contains 14235 members 
Mstep: Class 23 contains 30941 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52649 members 
Mstep: Class 27 contains 48038 members 
Mstep: Class 28 contains 38602 members 
Mstep: Class 29 contains 41281 members 
Mstep: Class 30 contains 12237 members 
Mstep: Class 31 contains 44687 members 
Mstep: Class 32 contains 12452 members 
Mstep: Class 33 contains 44261 members 
Mstep: Class 34 contains 19696 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42528 members 
Mstep: Class 37 contains 69858 members 
Mstep: Class 38 contains 45862 members 
Mstep: Class 39 contains 44686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422336.000000 Penalty: 134736.734375
Iteration 178Q: 40 clusters Score -1.964223e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43000 members 
Mstep: Class 7 contains 23219 members 
Mstep: Class 8 contains 35405 members 
Mstep: Class 9 contains 42587 members 
Mstep: Class 10 contains 25341 members 
Mstep: Class 11 contains 36536 members 
Mstep: Class 12 contains 20401 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 8521 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46091 members 
Mstep: Class 17 contains 52962 members 
Mstep: Class 18 contains 14424 members 
Mstep: Class 19 contains 44966 members 
Mstep: Class 20 contains 43852 members 
Mstep: Class 21 contains 42974 members 
Mstep: Class 22 contains 14233 members 
Mstep: Class 23 contains 30916 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52657 members 
Mstep: Class 27 contains 48036 members 
Mstep: Class 28 contains 38645 members 
Mstep: Class 29 contains 41278 members 
Mstep: Class 30 contains 12240 members 
Mstep: Class 31 contains 44746 members 
Mstep: Class 32 contains 12453 members 
Mstep: Class 33 contains 44260 members 
Mstep: Class 34 contains 19687 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42540 members 
Mstep: Class 37 contains 69836 members 
Mstep: Class 38 contains 45876 members 
Mstep: Class 39 contains 44681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422000.000000 Penalty: 134736.734375
Iteration 179Q: 40 clusters Score -1.96422e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43024 members 
Mstep: Class 7 contains 23201 members 
Mstep: Class 8 contains 35364 members 
Mstep: Class 9 contains 42582 members 
Mstep: Class 10 contains 25318 members 
Mstep: Class 11 contains 36571 members 
Mstep: Class 12 contains 20409 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 8522 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46095 members 
Mstep: Class 17 contains 52991 members 
Mstep: Class 18 contains 14423 members 
Mstep: Class 19 contains 44962 members 
Mstep: Class 20 contains 43828 members 
Mstep: Class 21 contains 42937 members 
Mstep: Class 22 contains 14230 members 
Mstep: Class 23 contains 30889 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52662 members 
Mstep: Class 27 contains 48040 members 
Mstep: Class 28 contains 38689 members 
Mstep: Class 29 contains 41281 members 
Mstep: Class 30 contains 12244 members 
Mstep: Class 31 contains 44761 members 
Mstep: Class 32 contains 12453 members 
Mstep: Class 33 contains 44263 members 
Mstep: Class 34 contains 19667 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42550 members 
Mstep: Class 37 contains 69825 members 
Mstep: Class 38 contains 45910 members 
Mstep: Class 39 contains 44706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196421824.000000 Penalty: 134736.734375
Iteration 180F: 40 clusters Score -1.964218e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 13351 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43055 members 
Mstep: Class 7 contains 23183 members 
Mstep: Class 8 contains 35319 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 25295 members 
Mstep: Class 11 contains 36616 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 8521 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46115 members 
Mstep: Class 17 contains 53030 members 
Mstep: Class 18 contains 14422 members 
Mstep: Class 19 contains 44955 members 
Mstep: Class 20 contains 43805 members 
Mstep: Class 21 contains 42911 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 30858 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52676 members 
Mstep: Class 27 contains 48025 members 
Mstep: Class 28 contains 38737 members 
Mstep: Class 29 contains 41279 members 
Mstep: Class 30 contains 12253 members 
Mstep: Class 31 contains 44736 members 
Mstep: Class 32 contains 12453 members 
Mstep: Class 33 contains 44278 members 
Mstep: Class 34 contains 19657 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42560 members 
Mstep: Class 37 contains 69815 members 
Mstep: Class 38 contains 45921 members 
Mstep: Class 39 contains 44729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422128.000000 Penalty: 134736.734375
Iteration 181Q: 40 clusters Score -1.964221e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 8093 members 
Mstep: Class 3 contains 13346 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43080 members 
Mstep: Class 7 contains 23161 members 
Mstep: Class 8 contains 35276 members 
Mstep: Class 9 contains 42565 members 
Mstep: Class 10 contains 25271 members 
Mstep: Class 11 contains 36686 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 8524 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46106 members 
Mstep: Class 17 contains 53057 members 
Mstep: Class 18 contains 14416 members 
Mstep: Class 19 contains 44951 members 
Mstep: Class 20 contains 43785 members 
Mstep: Class 21 contains 42897 members 
Mstep: Class 22 contains 14217 members 
Mstep: Class 23 contains 30832 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52705 members 
Mstep: Class 27 contains 48009 members 
Mstep: Class 28 contains 38792 members 
Mstep: Class 29 contains 41274 members 
Mstep: Class 30 contains 12262 members 
Mstep: Class 31 contains 44693 members 
Mstep: Class 32 contains 12453 members 
Mstep: Class 33 contains 44276 members 
Mstep: Class 34 contains 19643 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42575 members 
Mstep: Class 37 contains 69809 members 
Mstep: Class 38 contains 45950 members 
Mstep: Class 39 contains 44767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422560.000000 Penalty: 134736.734375
Iteration 182Q: 40 clusters Score -1.964226e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 13329 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43109 members 
Mstep: Class 7 contains 23146 members 
Mstep: Class 8 contains 35210 members 
Mstep: Class 9 contains 42564 members 
Mstep: Class 10 contains 25251 members 
Mstep: Class 11 contains 36753 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 8524 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46120 members 
Mstep: Class 17 contains 53104 members 
Mstep: Class 18 contains 14414 members 
Mstep: Class 19 contains 44948 members 
Mstep: Class 20 contains 43761 members 
Mstep: Class 21 contains 42845 members 
Mstep: Class 22 contains 14211 members 
Mstep: Class 23 contains 30786 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52726 members 
Mstep: Class 27 contains 48006 members 
Mstep: Class 28 contains 38857 members 
Mstep: Class 29 contains 41267 members 
Mstep: Class 30 contains 12264 members 
Mstep: Class 31 contains 44678 members 
Mstep: Class 32 contains 12453 members 
Mstep: Class 33 contains 44260 members 
Mstep: Class 34 contains 19636 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42599 members 
Mstep: Class 37 contains 69798 members 
Mstep: Class 38 contains 45985 members 
Mstep: Class 39 contains 44812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422576.000000 Penalty: 134736.734375
Iteration 183Q: 40 clusters Score -1.964226e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43137 members 
Mstep: Class 7 contains 23134 members 
Mstep: Class 8 contains 35172 members 
Mstep: Class 9 contains 42557 members 
Mstep: Class 10 contains 25221 members 
Mstep: Class 11 contains 36862 members 
Mstep: Class 12 contains 20431 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 8523 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46084 members 
Mstep: Class 17 contains 53155 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 44949 members 
Mstep: Class 20 contains 43752 members 
Mstep: Class 21 contains 42793 members 
Mstep: Class 22 contains 14206 members 
Mstep: Class 23 contains 30752 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52715 members 
Mstep: Class 27 contains 48009 members 
Mstep: Class 28 contains 38897 members 
Mstep: Class 29 contains 41258 members 
Mstep: Class 30 contains 12265 members 
Mstep: Class 31 contains 44659 members 
Mstep: Class 32 contains 12454 members 
Mstep: Class 33 contains 44240 members 
Mstep: Class 34 contains 19629 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42629 members 
Mstep: Class 37 contains 69802 members 
Mstep: Class 38 contains 45999 members 
Mstep: Class 39 contains 44854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422816.000000 Penalty: 134736.734375
Iteration 184Q: 40 clusters Score -1.964228e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43166 members 
Mstep: Class 7 contains 23117 members 
Mstep: Class 8 contains 35117 members 
Mstep: Class 9 contains 42552 members 
Mstep: Class 10 contains 25198 members 
Mstep: Class 11 contains 36949 members 
Mstep: Class 12 contains 20447 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 8525 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46069 members 
Mstep: Class 17 contains 53226 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 44947 members 
Mstep: Class 20 contains 43734 members 
Mstep: Class 21 contains 42762 members 
Mstep: Class 22 contains 14206 members 
Mstep: Class 23 contains 30719 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52736 members 
Mstep: Class 27 contains 48006 members 
Mstep: Class 28 contains 38960 members 
Mstep: Class 29 contains 41245 members 
Mstep: Class 30 contains 12267 members 
Mstep: Class 31 contains 44614 members 
Mstep: Class 32 contains 12455 members 
Mstep: Class 33 contains 44233 members 
Mstep: Class 34 contains 19619 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42660 members 
Mstep: Class 37 contains 69802 members 
Mstep: Class 38 contains 46007 members 
Mstep: Class 39 contains 44874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422800.000000 Penalty: 134736.734375
Iteration 185Q: 40 clusters Score -1.964228e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 13287 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 23101 members 
Mstep: Class 8 contains 35048 members 
Mstep: Class 9 contains 42550 members 
Mstep: Class 10 contains 25192 members 
Mstep: Class 11 contains 37050 members 
Mstep: Class 12 contains 20459 members 
Mstep: Class 13 contains 5876 members 
Mstep: Class 14 contains 8528 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46046 members 
Mstep: Class 17 contains 53311 members 
Mstep: Class 18 contains 14390 members 
Mstep: Class 19 contains 44942 members 
Mstep: Class 20 contains 43730 members 
Mstep: Class 21 contains 42729 members 
Mstep: Class 22 contains 14202 members 
Mstep: Class 23 contains 30691 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52749 members 
Mstep: Class 27 contains 47989 members 
Mstep: Class 28 contains 39014 members 
Mstep: Class 29 contains 41237 members 
Mstep: Class 30 contains 12269 members 
Mstep: Class 31 contains 44598 members 
Mstep: Class 32 contains 12457 members 
Mstep: Class 33 contains 44231 members 
Mstep: Class 34 contains 19603 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42685 members 
Mstep: Class 37 contains 69797 members 
Mstep: Class 38 contains 46040 members 
Mstep: Class 39 contains 44870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422992.000000 Penalty: 134736.734375
Iteration 186Q: 40 clusters Score -1.96423e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 13267 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43253 members 
Mstep: Class 7 contains 23078 members 
Mstep: Class 8 contains 34973 members 
Mstep: Class 9 contains 42540 members 
Mstep: Class 10 contains 25179 members 
Mstep: Class 11 contains 37128 members 
Mstep: Class 12 contains 20468 members 
Mstep: Class 13 contains 5878 members 
Mstep: Class 14 contains 8532 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46041 members 
Mstep: Class 17 contains 53392 members 
Mstep: Class 18 contains 14387 members 
Mstep: Class 19 contains 44940 members 
Mstep: Class 20 contains 43711 members 
Mstep: Class 21 contains 42703 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52765 members 
Mstep: Class 27 contains 47990 members 
Mstep: Class 28 contains 39062 members 
Mstep: Class 29 contains 41233 members 
Mstep: Class 30 contains 12265 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 12459 members 
Mstep: Class 33 contains 44232 members 
Mstep: Class 34 contains 19588 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42718 members 
Mstep: Class 37 contains 69792 members 
Mstep: Class 38 contains 46060 members 
Mstep: Class 39 contains 44869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422688.000000 Penalty: 134736.734375
Iteration 187Q: 40 clusters Score -1.964227e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 8085 members 
Mstep: Class 3 contains 13237 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43298 members 
Mstep: Class 7 contains 23063 members 
Mstep: Class 8 contains 34895 members 
Mstep: Class 9 contains 42537 members 
Mstep: Class 10 contains 25165 members 
Mstep: Class 11 contains 37221 members 
Mstep: Class 12 contains 20471 members 
Mstep: Class 13 contains 5876 members 
Mstep: Class 14 contains 8535 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 46015 members 
Mstep: Class 17 contains 53474 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 44943 members 
Mstep: Class 20 contains 43684 members 
Mstep: Class 21 contains 42685 members 
Mstep: Class 22 contains 14196 members 
Mstep: Class 23 contains 30620 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52787 members 
Mstep: Class 27 contains 47997 members 
Mstep: Class 28 contains 39107 members 
Mstep: Class 29 contains 41227 members 
Mstep: Class 30 contains 12265 members 
Mstep: Class 31 contains 44593 members 
Mstep: Class 32 contains 12463 members 
Mstep: Class 33 contains 44246 members 
Mstep: Class 34 contains 19582 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42764 members 
Mstep: Class 37 contains 69773 members 
Mstep: Class 38 contains 46069 members 
Mstep: Class 39 contains 44861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422864.000000 Penalty: 134736.734375
Iteration 188Q: 40 clusters Score -1.964229e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 13229 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43339 members 
Mstep: Class 7 contains 23043 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 42538 members 
Mstep: Class 10 contains 25151 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 20485 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 8538 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45982 members 
Mstep: Class 17 contains 53581 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 44934 members 
Mstep: Class 20 contains 43679 members 
Mstep: Class 21 contains 42644 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 30600 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52791 members 
Mstep: Class 27 contains 47988 members 
Mstep: Class 28 contains 39144 members 
Mstep: Class 29 contains 41215 members 
Mstep: Class 30 contains 12265 members 
Mstep: Class 31 contains 44615 members 
Mstep: Class 32 contains 12459 members 
Mstep: Class 33 contains 44258 members 
Mstep: Class 34 contains 19573 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42794 members 
Mstep: Class 37 contains 69749 members 
Mstep: Class 38 contains 46076 members 
Mstep: Class 39 contains 44849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422944.000000 Penalty: 134736.734375
Iteration 189Q: 40 clusters Score -1.964229e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 13209 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43380 members 
Mstep: Class 7 contains 23030 members 
Mstep: Class 8 contains 34698 members 
Mstep: Class 9 contains 42533 members 
Mstep: Class 10 contains 25117 members 
Mstep: Class 11 contains 37382 members 
Mstep: Class 12 contains 20491 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45955 members 
Mstep: Class 17 contains 53667 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 44936 members 
Mstep: Class 20 contains 43651 members 
Mstep: Class 21 contains 42632 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 30568 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52810 members 
Mstep: Class 27 contains 47980 members 
Mstep: Class 28 contains 39209 members 
Mstep: Class 29 contains 41202 members 
Mstep: Class 30 contains 12261 members 
Mstep: Class 31 contains 44636 members 
Mstep: Class 32 contains 12458 members 
Mstep: Class 33 contains 44270 members 
Mstep: Class 34 contains 19559 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42834 members 
Mstep: Class 37 contains 69745 members 
Mstep: Class 38 contains 46085 members 
Mstep: Class 39 contains 44827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422992.000000 Penalty: 134736.734375
Iteration 190Q: 40 clusters Score -1.96423e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 8099 members 
Mstep: Class 3 contains 13186 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43420 members 
Mstep: Class 7 contains 23019 members 
Mstep: Class 8 contains 34591 members 
Mstep: Class 9 contains 42534 members 
Mstep: Class 10 contains 25094 members 
Mstep: Class 11 contains 37449 members 
Mstep: Class 12 contains 20503 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 8548 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45926 members 
Mstep: Class 17 contains 53753 members 
Mstep: Class 18 contains 14375 members 
Mstep: Class 19 contains 44936 members 
Mstep: Class 20 contains 43613 members 
Mstep: Class 21 contains 42600 members 
Mstep: Class 22 contains 14200 members 
Mstep: Class 23 contains 30537 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52842 members 
Mstep: Class 27 contains 47975 members 
Mstep: Class 28 contains 39236 members 
Mstep: Class 29 contains 41184 members 
Mstep: Class 30 contains 12261 members 
Mstep: Class 31 contains 44672 members 
Mstep: Class 32 contains 12458 members 
Mstep: Class 33 contains 44270 members 
Mstep: Class 34 contains 19547 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42860 members 
Mstep: Class 37 contains 69726 members 
Mstep: Class 38 contains 46114 members 
Mstep: Class 39 contains 44842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422928.000000 Penalty: 134736.734375
Iteration 191Q: 40 clusters Score -1.964229e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 8103 members 
Mstep: Class 3 contains 13160 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43468 members 
Mstep: Class 7 contains 23003 members 
Mstep: Class 8 contains 34476 members 
Mstep: Class 9 contains 42535 members 
Mstep: Class 10 contains 25078 members 
Mstep: Class 11 contains 37506 members 
Mstep: Class 12 contains 20503 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45881 members 
Mstep: Class 17 contains 53851 members 
Mstep: Class 18 contains 14377 members 
Mstep: Class 19 contains 44935 members 
Mstep: Class 20 contains 43581 members 
Mstep: Class 21 contains 42552 members 
Mstep: Class 22 contains 14203 members 
Mstep: Class 23 contains 30518 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52862 members 
Mstep: Class 27 contains 47954 members 
Mstep: Class 28 contains 39261 members 
Mstep: Class 29 contains 41176 members 
Mstep: Class 30 contains 12262 members 
Mstep: Class 31 contains 44739 members 
Mstep: Class 32 contains 12461 members 
Mstep: Class 33 contains 44264 members 
Mstep: Class 34 contains 19523 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42896 members 
Mstep: Class 37 contains 69722 members 
Mstep: Class 38 contains 46139 members 
Mstep: Class 39 contains 44861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423024.000000 Penalty: 134736.734375
Iteration 192Q: 40 clusters Score -1.96423e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 8106 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43518 members 
Mstep: Class 7 contains 22980 members 
Mstep: Class 8 contains 34370 members 
Mstep: Class 9 contains 42536 members 
Mstep: Class 10 contains 25058 members 
Mstep: Class 11 contains 37565 members 
Mstep: Class 12 contains 20505 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 8554 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45846 members 
Mstep: Class 17 contains 53935 members 
Mstep: Class 18 contains 14375 members 
Mstep: Class 19 contains 44936 members 
Mstep: Class 20 contains 43535 members 
Mstep: Class 21 contains 42521 members 
Mstep: Class 22 contains 14200 members 
Mstep: Class 23 contains 30502 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52852 members 
Mstep: Class 27 contains 47962 members 
Mstep: Class 28 contains 39281 members 
Mstep: Class 29 contains 41158 members 
Mstep: Class 30 contains 12261 members 
Mstep: Class 31 contains 44798 members 
Mstep: Class 32 contains 12461 members 
Mstep: Class 33 contains 44276 members 
Mstep: Class 34 contains 19504 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42932 members 
Mstep: Class 37 contains 69694 members 
Mstep: Class 38 contains 46170 members 
Mstep: Class 39 contains 44881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422800.000000 Penalty: 134736.734375
Iteration 193Q: 40 clusters Score -1.964228e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 13113 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43568 members 
Mstep: Class 7 contains 22956 members 
Mstep: Class 8 contains 34262 members 
Mstep: Class 9 contains 42530 members 
Mstep: Class 10 contains 25036 members 
Mstep: Class 11 contains 37601 members 
Mstep: Class 12 contains 20513 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 8561 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45814 members 
Mstep: Class 17 contains 54023 members 
Mstep: Class 18 contains 14370 members 
Mstep: Class 19 contains 44937 members 
Mstep: Class 20 contains 43488 members 
Mstep: Class 21 contains 42492 members 
Mstep: Class 22 contains 14207 members 
Mstep: Class 23 contains 30477 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 52852 members 
Mstep: Class 27 contains 47944 members 
Mstep: Class 28 contains 39282 members 
Mstep: Class 29 contains 41149 members 
Mstep: Class 30 contains 12262 members 
Mstep: Class 31 contains 44883 members 
Mstep: Class 32 contains 12457 members 
Mstep: Class 33 contains 44282 members 
Mstep: Class 34 contains 19487 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42961 members 
Mstep: Class 37 contains 69675 members 
Mstep: Class 38 contains 46198 members 
Mstep: Class 39 contains 44929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422912.000000 Penalty: 134736.734375
Iteration 194Q: 40 clusters Score -1.964229e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 8113 members 
Mstep: Class 3 contains 13091 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43613 members 
Mstep: Class 7 contains 22921 members 
Mstep: Class 8 contains 34162 members 
Mstep: Class 9 contains 42530 members 
Mstep: Class 10 contains 25014 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 20514 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 8563 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45764 members 
Mstep: Class 17 contains 54117 members 
Mstep: Class 18 contains 14363 members 
Mstep: Class 19 contains 44933 members 
Mstep: Class 20 contains 43465 members 
Mstep: Class 21 contains 42445 members 
Mstep: Class 22 contains 14211 members 
Mstep: Class 23 contains 30449 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 52838 members 
Mstep: Class 27 contains 47924 members 
Mstep: Class 28 contains 39277 members 
Mstep: Class 29 contains 41148 members 
Mstep: Class 30 contains 12267 members 
Mstep: Class 31 contains 44958 members 
Mstep: Class 32 contains 12459 members 
Mstep: Class 33 contains 44283 members 
Mstep: Class 34 contains 19472 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 42994 members 
Mstep: Class 37 contains 69638 members 
Mstep: Class 38 contains 46216 members 
Mstep: Class 39 contains 45006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422944.000000 Penalty: 134736.734375
Iteration 195Q: 40 clusters Score -1.964229e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 8115 members 
Mstep: Class 3 contains 13074 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43660 members 
Mstep: Class 7 contains 22882 members 
Mstep: Class 8 contains 34064 members 
Mstep: Class 9 contains 42524 members 
Mstep: Class 10 contains 25005 members 
Mstep: Class 11 contains 37745 members 
Mstep: Class 12 contains 20519 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45724 members 
Mstep: Class 17 contains 54205 members 
Mstep: Class 18 contains 14359 members 
Mstep: Class 19 contains 44927 members 
Mstep: Class 20 contains 43440 members 
Mstep: Class 21 contains 42390 members 
Mstep: Class 22 contains 14219 members 
Mstep: Class 23 contains 30435 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 52821 members 
Mstep: Class 27 contains 47916 members 
Mstep: Class 28 contains 39297 members 
Mstep: Class 29 contains 41131 members 
Mstep: Class 30 contains 12269 members 
Mstep: Class 31 contains 45024 members 
Mstep: Class 32 contains 12456 members 
Mstep: Class 33 contains 44287 members 
Mstep: Class 34 contains 19445 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 43011 members 
Mstep: Class 37 contains 69603 members 
Mstep: Class 38 contains 46254 members 
Mstep: Class 39 contains 45042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422528.000000 Penalty: 134736.734375
Iteration 196Q: 40 clusters Score -1.964225e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 8112 members 
Mstep: Class 3 contains 13058 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43691 members 
Mstep: Class 7 contains 22849 members 
Mstep: Class 8 contains 33959 members 
Mstep: Class 9 contains 42518 members 
Mstep: Class 10 contains 24982 members 
Mstep: Class 11 contains 37790 members 
Mstep: Class 12 contains 20509 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45700 members 
Mstep: Class 17 contains 54294 members 
Mstep: Class 18 contains 14347 members 
Mstep: Class 19 contains 44924 members 
Mstep: Class 20 contains 43409 members 
Mstep: Class 21 contains 42331 members 
Mstep: Class 22 contains 14218 members 
Mstep: Class 23 contains 30421 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 52804 members 
Mstep: Class 27 contains 47917 members 
Mstep: Class 28 contains 39349 members 
Mstep: Class 29 contains 41114 members 
Mstep: Class 30 contains 12272 members 
Mstep: Class 31 contains 45105 members 
Mstep: Class 32 contains 12455 members 
Mstep: Class 33 contains 44282 members 
Mstep: Class 34 contains 19423 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 43031 members 
Mstep: Class 37 contains 69604 members 
Mstep: Class 38 contains 46291 members 
Mstep: Class 39 contains 45083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196422880.000000 Penalty: 134736.734375
Iteration 197Q: 40 clusters Score -1.964229e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 8117 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43721 members 
Mstep: Class 7 contains 22818 members 
Mstep: Class 8 contains 33875 members 
Mstep: Class 9 contains 42519 members 
Mstep: Class 10 contains 24972 members 
Mstep: Class 11 contains 37846 members 
Mstep: Class 12 contains 20510 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45651 members 
Mstep: Class 17 contains 54369 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 44924 members 
Mstep: Class 20 contains 43363 members 
Mstep: Class 21 contains 42276 members 
Mstep: Class 22 contains 14217 members 
Mstep: Class 23 contains 30398 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 52837 members 
Mstep: Class 27 contains 47907 members 
Mstep: Class 28 contains 39358 members 
Mstep: Class 29 contains 41097 members 
Mstep: Class 30 contains 12271 members 
Mstep: Class 31 contains 45172 members 
Mstep: Class 32 contains 12456 members 
Mstep: Class 33 contains 44274 members 
Mstep: Class 34 contains 19393 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 43055 members 
Mstep: Class 37 contains 69609 members 
Mstep: Class 38 contains 46333 members 
Mstep: Class 39 contains 45091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196423120.000000 Penalty: 134736.734375
Iteration 198Q: 40 clusters Score -1.964231e+08 nChanged 2191
Entering ConstructFrom: 
Score: -196423120.000000 Penalty: 134736.734375
Entering ConstructFrom: 
Trying to split cluster 1 (44421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Entering Unmasked Estep 
Score: -7981044.000000 Penalty: 2653.963867
	Iteration 0F: 2 clusters Score -7981044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7951307.000000 Penalty: 5307.927734
	Iteration 0F: 3 clusters Score -7951307 nChanged 20484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -7962700.500000 Penalty: 5307.927734
	Iteration 1F: 3 clusters Score -7962700 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -7963265.500000 Penalty: 5307.927734
	Iteration 2Q: 3 clusters Score -7963266 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -7963787.500000 Penalty: 5307.927734
	Iteration 3Q: 3 clusters Score -7963788 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -7964221.500000 Penalty: 5307.927734
	Iteration 4Q: 3 clusters Score -7964222 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -7964643.500000 Penalty: 5307.927734
	Iteration 5Q: 3 clusters Score -7964644 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -7965112.500000 Penalty: 5307.927734
	Iteration 6Q: 3 clusters Score -7965112 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -7965635.000000 Penalty: 5307.927734
	Iteration 7Q: 3 clusters Score -7965635 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -7966251.500000 Penalty: 5307.927734
	Iteration 8Q: 3 clusters Score -7966252 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -7967128.500000 Penalty: 5307.927734
	Iteration 9Q: 3 clusters Score -7967128 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -7968332.000000 Penalty: 5307.927734
	Iteration 10Q: 3 clusters Score -7968332 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -7969770.000000 Penalty: 5307.927734
	Iteration 11F: 3 clusters Score -7969770 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -7971072.000000 Penalty: 5307.927734
	Iteration 12Q: 3 clusters Score -7971072 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -7971975.500000 Penalty: 5307.927734
	Iteration 13Q: 3 clusters Score -7971976 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -7972427.500000 Penalty: 5307.927734
	Iteration 14Q: 3 clusters Score -7972428 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -7972631.000000 Penalty: 5307.927734
	Iteration 15Q: 3 clusters Score -7972631 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -7972813.000000 Penalty: 5307.927734
	Iteration 16Q: 3 clusters Score -7972813 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -7972986.000000 Penalty: 5307.927734
	Iteration 17Q: 3 clusters Score -7972986 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -7973139.500000 Penalty: 5307.927734
	Iteration 18Q: 3 clusters Score -7973140 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -7973286.000000 Penalty: 5307.927734
	Iteration 19Q: 3 clusters Score -7973286 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -7973505.500000 Penalty: 5307.927734
	Iteration 20F: 3 clusters Score -7973506 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -7973720.000000 Penalty: 5307.927734
	Iteration 21Q: 3 clusters Score -7973720 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -7973952.500000 Penalty: 5307.927734
	Iteration 22Q: 3 clusters Score -7973952 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7974136.500000 Penalty: 5307.927734
	Iteration 23Q: 3 clusters Score -7974136 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -7974327.500000 Penalty: 5307.927734
	Iteration 24Q: 3 clusters Score -7974328 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -7974533.500000 Penalty: 5307.927734
	Iteration 25Q: 3 clusters Score -7974534 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -7974769.500000 Penalty: 5307.927734
	Iteration 26Q: 3 clusters Score -7974770 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -7975023.500000 Penalty: 5307.927734
	Iteration 27Q: 3 clusters Score -7975024 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -7975235.000000 Penalty: 5307.927734
	Iteration 28Q: 3 clusters Score -7975235 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -7975482.500000 Penalty: 5307.927734
	Iteration 29Q: 3 clusters Score -7975482 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -7975720.000000 Penalty: 5307.927734
	Iteration 30Q: 3 clusters Score -7975720 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -7975979.000000 Penalty: 5307.927734
	Iteration 31Q: 3 clusters Score -7975979 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -7976235.500000 Penalty: 5307.927734
	Iteration 32Q: 3 clusters Score -7976236 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7976505.500000 Penalty: 5307.927734
	Iteration 33Q: 3 clusters Score -7976506 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -7976647.000000 Penalty: 5307.927734
	Iteration 34Q: 3 clusters Score -7976647 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7976795.500000 Penalty: 5307.927734
	Iteration 35Q: 3 clusters Score -7976796 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7976960.000000 Penalty: 5307.927734
	Iteration 36Q: 3 clusters Score -7976960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -7977054.500000 Penalty: 5307.927734
	Iteration 37Q: 3 clusters Score -7977054 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -7977174.000000 Penalty: 5307.927734
	Iteration 38Q: 3 clusters Score -7977174 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7977290.500000 Penalty: 5307.927734
	Iteration 39Q: 3 clusters Score -7977290 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7977376.500000 Penalty: 5307.927734
	Iteration 40F: 3 clusters Score -7977376 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -7977449.500000 Penalty: 5307.927734
	Iteration 41Q: 3 clusters Score -7977450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -7977487.500000 Penalty: 5307.927734
	Iteration 42Q: 3 clusters Score -7977488 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -7977542.500000 Penalty: 5307.927734
	Iteration 43Q: 3 clusters Score -7977542 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7977573.500000 Penalty: 5307.927734
	Iteration 44Q: 3 clusters Score -7977574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7977619.500000 Penalty: 5307.927734
	Iteration 45Q: 3 clusters Score -7977620 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -7977671.000000 Penalty: 5307.927734
	Iteration 46Q: 3 clusters Score -7977671 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -7977700.000000 Penalty: 5307.927734
	Iteration 47Q: 3 clusters Score -7977700 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7977743.500000 Penalty: 5307.927734
	Iteration 48Q: 3 clusters Score -7977744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -7977797.000000 Penalty: 5307.927734
	Iteration 49Q: 3 clusters Score -7977797 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -7977831.000000 Penalty: 5307.927734
	Iteration 50Q: 3 clusters Score -7977831 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -7977858.500000 Penalty: 5307.927734
	Iteration 51Q: 3 clusters Score -7977858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7977910.000000 Penalty: 5307.927734
	Iteration 52Q: 3 clusters Score -7977910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -7977913.000000 Penalty: 5307.927734
	Iteration 53Q: 3 clusters Score -7977913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7977928.000000 Penalty: 5307.927734
	Iteration 54Q: 3 clusters Score -7977928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7977962.500000 Penalty: 5307.927734
	Iteration 55Q: 3 clusters Score -7977962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -7977969.500000 Penalty: 5307.927734
	Iteration 56Q: 3 clusters Score -7977970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7977985.500000 Penalty: 5307.927734
	Iteration 57Q: 3 clusters Score -7977986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -7978019.000000 Penalty: 5307.927734
	Iteration 58Q: 3 clusters Score -7978019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -7978041.000000 Penalty: 5307.927734
	Iteration 59Q: 3 clusters Score -7978041 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7978043.000000 Penalty: 5307.927734
	Iteration 60F: 3 clusters Score -7978043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -7978078.500000 Penalty: 5307.927734
	Iteration 61Q: 3 clusters Score -7978078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -7978094.000000 Penalty: 5307.927734
	Iteration 62Q: 3 clusters Score -7978094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7978128.000000 Penalty: 5307.927734
	Iteration 63Q: 3 clusters Score -7978128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7978138.500000 Penalty: 5307.927734
	Iteration 64Q: 3 clusters Score -7978138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7978147.500000 Penalty: 5307.927734
	Iteration 65Q: 3 clusters Score -7978148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -7978184.000000 Penalty: 5307.927734
	Iteration 66Q: 3 clusters Score -7978184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -7978209.500000 Penalty: 5307.927734
	Iteration 67Q: 3 clusters Score -7978210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7978238.000000 Penalty: 5307.927734
	Iteration 68Q: 3 clusters Score -7978238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -7978252.500000 Penalty: 5307.927734
	Iteration 69Q: 3 clusters Score -7978252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7978259.500000 Penalty: 5307.927734
	Iteration 70Q: 3 clusters Score -7978260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -7978264.000000 Penalty: 5307.927734
	Iteration 71Q: 3 clusters Score -7978264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -7978268.000000 Penalty: 5307.927734
	Iteration 72Q: 3 clusters Score -7978268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7978282.500000 Penalty: 5307.927734
	Iteration 73Q: 3 clusters Score -7978282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7978303.500000 Penalty: 5307.927734
	Iteration 74Q: 3 clusters Score -7978304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -7978310.000000 Penalty: 5307.927734
	Iteration 75Q: 3 clusters Score -7978310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -7978325.000000 Penalty: 5307.927734
	Iteration 76Q: 3 clusters Score -7978325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7978330.000000 Penalty: 5307.927734
	Iteration 77Q: 3 clusters Score -7978330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -7978359.000000 Penalty: 5307.927734
	Iteration 78Q: 3 clusters Score -7978359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -7978358.000000 Penalty: 5307.927734
	Iteration 79Q: 3 clusters Score -7978358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7978352.500000 Penalty: 5307.927734
	Iteration 80F: 3 clusters Score -7978352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7978362.500000 Penalty: 5307.927734
	Iteration 81Q: 3 clusters Score -7978362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -7978360.000000 Penalty: 5307.927734
	Iteration 82Q: 3 clusters Score -7978360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -7978373.000000 Penalty: 5307.927734
	Iteration 83Q: 3 clusters Score -7978373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7978375.000000 Penalty: 5307.927734
	Iteration 84Q: 3 clusters Score -7978375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -7978368.000000 Penalty: 5307.927734
	Iteration 85Q: 3 clusters Score -7978368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7978377.500000 Penalty: 5307.927734
	Iteration 86Q: 3 clusters Score -7978378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -7978387.500000 Penalty: 5307.927734
	Iteration 87Q: 3 clusters Score -7978388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -7978394.000000 Penalty: 5307.927734
	Iteration 88Q: 3 clusters Score -7978394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -7978398.500000 Penalty: 5307.927734
	Iteration 89Q: 3 clusters Score -7978398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -7978418.500000 Penalty: 5307.927734
	Iteration 90Q: 3 clusters Score -7978418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -7978415.500000 Penalty: 5307.927734
	Iteration 91Q: 3 clusters Score -7978416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -7978419.000000 Penalty: 5307.927734
	Iteration 92Q: 3 clusters Score -7978419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -7978417.500000 Penalty: 5307.927734
	Iteration 93Q: 3 clusters Score -7978418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7978427.500000 Penalty: 5307.927734
	Iteration 94Q: 3 clusters Score -7978428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7978423.500000 Penalty: 5307.927734
	Iteration 95Q: 3 clusters Score -7978424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -7978426.000000 Penalty: 5307.927734
	Iteration 96Q: 3 clusters Score -7978426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7978430.500000 Penalty: 5307.927734
	Iteration 97Q: 3 clusters Score -7978430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -7978449.000000 Penalty: 5307.927734
	Iteration 98Q: 3 clusters Score -7978449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -7978449.000000 Penalty: 5307.927734
	Iteration 99Q: 3 clusters Score -7978449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -7978458.500000 Penalty: 5307.927734
	Iteration 100F: 3 clusters Score -7978458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -7978453.000000 Penalty: 5307.927734
	Iteration 101Q: 3 clusters Score -7978453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -7978447.500000 Penalty: 5307.927734
	Iteration 102Q: 3 clusters Score -7978448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -7978460.000000 Penalty: 5307.927734
	Iteration 103Q: 3 clusters Score -7978460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -7978463.500000 Penalty: 5307.927734
	Iteration 104Q: 3 clusters Score -7978464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -7978476.500000 Penalty: 5307.927734
	Iteration 105Q: 3 clusters Score -7978476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -7978481.500000 Penalty: 5307.927734
	Iteration 106Q: 3 clusters Score -7978482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -7978472.500000 Penalty: 5307.927734
	Iteration 107Q: 3 clusters Score -7978472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7978469.000000 Penalty: 5307.927734
	Iteration 108Q: 3 clusters Score -7978469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7978485.000000 Penalty: 5307.927734
	Iteration 109Q: 3 clusters Score -7978485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -7978486.500000 Penalty: 5307.927734
	Iteration 110Q: 3 clusters Score -7978486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -7978483.500000 Penalty: 5307.927734
	Iteration 111Q: 3 clusters Score -7978484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -7978487.000000 Penalty: 5307.927734
	Iteration 112Q: 3 clusters Score -7978487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7978499.500000 Penalty: 5307.927734
	Iteration 113Q: 3 clusters Score -7978500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -7978501.500000 Penalty: 5307.927734
	Iteration 114Q: 3 clusters Score -7978502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7978514.000000 Penalty: 5307.927734
	Iteration 115Q: 3 clusters Score -7978514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -7978526.500000 Penalty: 5307.927734
	Iteration 116Q: 3 clusters Score -7978526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -7978531.000000 Penalty: 5307.927734
	Iteration 117Q: 3 clusters Score -7978531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -7978532.000000 Penalty: 5307.927734
	Iteration 118Q: 3 clusters Score -7978532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -7978538.500000 Penalty: 5307.927734
	Iteration 119Q: 3 clusters Score -7978538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -7978532.000000 Penalty: 5307.927734
	Iteration 120F: 3 clusters Score -7978532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -7978538.000000 Penalty: 5307.927734
	Iteration 121Q: 3 clusters Score -7978538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -7978544.000000 Penalty: 5307.927734
	Iteration 122Q: 3 clusters Score -7978544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7978550.500000 Penalty: 5307.927734
	Iteration 123Q: 3 clusters Score -7978550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -7978550.500000 Penalty: 5307.927734
	Iteration 124Q: 3 clusters Score -7978550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -7978554.500000 Penalty: 5307.927734
	Iteration 125Q: 3 clusters Score -7978554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -7978572.000000 Penalty: 5307.927734
	Iteration 126Q: 3 clusters Score -7978572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -7978564.000000 Penalty: 5307.927734
	Iteration 127Q: 3 clusters Score -7978564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -7978579.000000 Penalty: 5307.927734
	Iteration 128Q: 3 clusters Score -7978579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -7978570.500000 Penalty: 5307.927734
	Iteration 129Q: 3 clusters Score -7978570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -7978575.000000 Penalty: 5307.927734
	Iteration 130Q: 3 clusters Score -7978575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -7978582.000000 Penalty: 5307.927734
	Iteration 131Q: 3 clusters Score -7978582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -7978594.000000 Penalty: 5307.927734
	Iteration 132Q: 3 clusters Score -7978594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -7978587.500000 Penalty: 5307.927734
	Iteration 133Q: 3 clusters Score -7978588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -7978573.000000 Penalty: 5307.927734
	Iteration 134Q: 3 clusters Score -7978573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -7978585.500000 Penalty: 5307.927734
	Iteration 135Q: 3 clusters Score -7978586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7978576.000000 Penalty: 5307.927734
	Iteration 136Q: 3 clusters Score -7978576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -7978596.500000 Penalty: 5307.927734
	Iteration 137Q: 3 clusters Score -7978596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -7978591.500000 Penalty: 5307.927734
	Iteration 138Q: 3 clusters Score -7978592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -7978593.000000 Penalty: 5307.927734
	Iteration 139Q: 3 clusters Score -7978593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -7978588.500000 Penalty: 5307.927734
	Iteration 140F: 3 clusters Score -7978588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -7978593.500000 Penalty: 5307.927734
	Iteration 141Q: 3 clusters Score -7978594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -7978591.500000 Penalty: 5307.927734
	Iteration 142Q: 3 clusters Score -7978592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -7978596.000000 Penalty: 5307.927734
	Iteration 143Q: 3 clusters Score -7978596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -7978588.000000 Penalty: 5307.927734
	Iteration 144Q: 3 clusters Score -7978588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -7978588.500000 Penalty: 5307.927734
	Iteration 145Q: 3 clusters Score -7978588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -7978592.000000 Penalty: 5307.927734
	Iteration 146Q: 3 clusters Score -7978592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -7978599.000000 Penalty: 5307.927734
	Iteration 147Q: 3 clusters Score -7978599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -7978605.000000 Penalty: 5307.927734
	Iteration 148Q: 3 clusters Score -7978605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -7978607.000000 Penalty: 5307.927734
	Iteration 149Q: 3 clusters Score -7978607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -7978605.000000 Penalty: 5307.927734
	Iteration 150Q: 3 clusters Score -7978605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -7978604.500000 Penalty: 5307.927734
	Iteration 151Q: 3 clusters Score -7978604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -7978609.500000 Penalty: 5307.927734
	Iteration 152Q: 3 clusters Score -7978610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -7978610.000000 Penalty: 5307.927734
	Iteration 153Q: 3 clusters Score -7978610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -7978606.000000 Penalty: 5307.927734
	Iteration 154Q: 3 clusters Score -7978606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -7978610.500000 Penalty: 5307.927734
	Iteration 155Q: 3 clusters Score -7978610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -7978610.500000 Penalty: 5307.927734
	Iteration 156F: 3 clusters Score -7978610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -1420524.125000 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -1420524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1414128.375000 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -1414128 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1416072.000000 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -1416072 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1416544.125000 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -1416544 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1417008.625000 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -1417009 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1417409.250000 Penalty: 4465.095703
	Iteration 4F: 3 clusters Score -1417409 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1417677.250000 Penalty: 4465.095703
	Iteration 5F: 3 clusters Score -1417677 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1417872.250000 Penalty: 4465.095703
	Iteration 6Q: 3 clusters Score -1417872 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1418009.750000 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -1418010 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1418110.250000 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -1418110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1418175.000000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -1418175 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1418223.750000 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -1418224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1418260.625000 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -1418261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1418297.500000 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -1418298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1418326.000000 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -1418326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1418348.000000 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -1418348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1418364.000000 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -1418364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1418380.625000 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -1418381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1418392.000000 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -1418392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1418403.500000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -1418404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1418417.125000 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -1418417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1418429.500000 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -1418430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1418448.625000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -1418449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1418463.375000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -1418463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1418482.000000 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -1418482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1418492.875000 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -1418493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1418504.000000 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -1418504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1418515.500000 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -1418516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1418526.375000 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -1418526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1418535.750000 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -1418536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1418541.500000 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -1418542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1418551.625000 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -1418552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1418558.250000 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -1418558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1418557.375000 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -1418557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1418566.250000 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -1418566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1418568.375000 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -1418568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1418570.875000 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -1418571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1418572.500000 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -1418572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1418573.250000 Penalty: 4465.095703
	Iteration 37Q: 3 clusters Score -1418573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1418575.875000 Penalty: 4465.095703
	Iteration 38Q: 3 clusters Score -1418576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1418573.750000 Penalty: 4465.095703
	Iteration 39Q: 3 clusters Score -1418574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1418576.125000 Penalty: 4465.095703
	Iteration 40F: 3 clusters Score -1418576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1418581.500000 Penalty: 4465.095703
	Iteration 41Q: 3 clusters Score -1418582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1418585.625000 Penalty: 4465.095703
	Iteration 42Q: 3 clusters Score -1418586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1418587.125000 Penalty: 4465.095703
	Iteration 43Q: 3 clusters Score -1418587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1418590.750000 Penalty: 4465.095703
	Iteration 44Q: 3 clusters Score -1418591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1418593.125000 Penalty: 4465.095703
	Iteration 45Q: 3 clusters Score -1418593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1418596.625000 Penalty: 4465.095703
	Iteration 46Q: 3 clusters Score -1418597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1418603.375000 Penalty: 4465.095703
	Iteration 47Q: 3 clusters Score -1418603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1418608.875000 Penalty: 4465.095703
	Iteration 48Q: 3 clusters Score -1418609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1418613.500000 Penalty: 4465.095703
	Iteration 49Q: 3 clusters Score -1418614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1418621.250000 Penalty: 4465.095703
	Iteration 50Q: 3 clusters Score -1418621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1418639.250000 Penalty: 4465.095703
	Iteration 51Q: 3 clusters Score -1418639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1418645.125000 Penalty: 4465.095703
	Iteration 52Q: 3 clusters Score -1418645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1418654.500000 Penalty: 4465.095703
	Iteration 53Q: 3 clusters Score -1418654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1418667.750000 Penalty: 4465.095703
	Iteration 54Q: 3 clusters Score -1418668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1418679.375000 Penalty: 4465.095703
	Iteration 55Q: 3 clusters Score -1418679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1418689.000000 Penalty: 4465.095703
	Iteration 56Q: 3 clusters Score -1418689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1418698.750000 Penalty: 4465.095703
	Iteration 57Q: 3 clusters Score -1418699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1418707.250000 Penalty: 4465.095703
	Iteration 58Q: 3 clusters Score -1418707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1418719.125000 Penalty: 4465.095703
	Iteration 59Q: 3 clusters Score -1418719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1418736.000000 Penalty: 4465.095703
	Iteration 60F: 3 clusters Score -1418736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1418748.875000 Penalty: 4465.095703
	Iteration 61Q: 3 clusters Score -1418749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1418760.500000 Penalty: 4465.095703
	Iteration 62Q: 3 clusters Score -1418760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1418779.875000 Penalty: 4465.095703
	Iteration 63Q: 3 clusters Score -1418780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1418786.625000 Penalty: 4465.095703
	Iteration 64Q: 3 clusters Score -1418787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1418807.375000 Penalty: 4465.095703
	Iteration 65Q: 3 clusters Score -1418807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1418817.750000 Penalty: 4465.095703
	Iteration 66Q: 3 clusters Score -1418818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1418839.625000 Penalty: 4465.095703
	Iteration 67Q: 3 clusters Score -1418840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1418848.375000 Penalty: 4465.095703
	Iteration 68Q: 3 clusters Score -1418848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1418868.375000 Penalty: 4465.095703
	Iteration 69Q: 3 clusters Score -1418868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1418881.250000 Penalty: 4465.095703
	Iteration 70Q: 3 clusters Score -1418881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1418891.750000 Penalty: 4465.095703
	Iteration 71Q: 3 clusters Score -1418892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1418901.500000 Penalty: 4465.095703
	Iteration 72Q: 3 clusters Score -1418902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1418920.000000 Penalty: 4465.095703
	Iteration 73Q: 3 clusters Score -1418920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1418940.875000 Penalty: 4465.095703
	Iteration 74Q: 3 clusters Score -1418941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1418961.375000 Penalty: 4465.095703
	Iteration 75Q: 3 clusters Score -1418961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1418985.250000 Penalty: 4465.095703
	Iteration 76Q: 3 clusters Score -1418985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1419004.375000 Penalty: 4465.095703
	Iteration 77Q: 3 clusters Score -1419004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1419029.625000 Penalty: 4465.095703
	Iteration 78Q: 3 clusters Score -1419030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1419052.625000 Penalty: 4465.095703
	Iteration 79Q: 3 clusters Score -1419053 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1419076.875000 Penalty: 4465.095703
	Iteration 80F: 3 clusters Score -1419077 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1419106.000000 Penalty: 4465.095703
	Iteration 81Q: 3 clusters Score -1419106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1419137.625000 Penalty: 4465.095703
	Iteration 82Q: 3 clusters Score -1419138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1419167.375000 Penalty: 4465.095703
	Iteration 83Q: 3 clusters Score -1419167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1419201.500000 Penalty: 4465.095703
	Iteration 84Q: 3 clusters Score -1419202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1419237.250000 Penalty: 4465.095703
	Iteration 85Q: 3 clusters Score -1419237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1419266.750000 Penalty: 4465.095703
	Iteration 86Q: 3 clusters Score -1419267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1419301.000000 Penalty: 4465.095703
	Iteration 87Q: 3 clusters Score -1419301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1419335.375000 Penalty: 4465.095703
	Iteration 88Q: 3 clusters Score -1419335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1419372.625000 Penalty: 4465.095703
	Iteration 89Q: 3 clusters Score -1419373 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1419409.625000 Penalty: 4465.095703
	Iteration 90Q: 3 clusters Score -1419410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1419438.500000 Penalty: 4465.095703
	Iteration 91Q: 3 clusters Score -1419438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1419468.000000 Penalty: 4465.095703
	Iteration 92Q: 3 clusters Score -1419468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1419485.125000 Penalty: 4465.095703
	Iteration 93Q: 3 clusters Score -1419485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1419497.375000 Penalty: 4465.095703
	Iteration 94Q: 3 clusters Score -1419497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1419509.125000 Penalty: 4465.095703
	Iteration 95Q: 3 clusters Score -1419509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1419520.375000 Penalty: 4465.095703
	Iteration 96Q: 3 clusters Score -1419520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1419537.250000 Penalty: 4465.095703
	Iteration 97Q: 3 clusters Score -1419537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1419546.000000 Penalty: 4465.095703
	Iteration 98Q: 3 clusters Score -1419546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1419555.000000 Penalty: 4465.095703
	Iteration 99Q: 3 clusters Score -1419555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1419559.125000 Penalty: 4465.095703
	Iteration 100F: 3 clusters Score -1419559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1419563.625000 Penalty: 4465.095703
	Iteration 101Q: 3 clusters Score -1419564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1419564.375000 Penalty: 4465.095703
	Iteration 102Q: 3 clusters Score -1419564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1419567.125000 Penalty: 4465.095703
	Iteration 103Q: 3 clusters Score -1419567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1419566.750000 Penalty: 4465.095703
	Iteration 104Q: 3 clusters Score -1419567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1419563.750000 Penalty: 4465.095703
	Iteration 105Q: 3 clusters Score -1419564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1419568.125000 Penalty: 4465.095703
	Iteration 106Q: 3 clusters Score -1419568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1419570.875000 Penalty: 4465.095703
	Iteration 107Q: 3 clusters Score -1419571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1419571.625000 Penalty: 4465.095703
	Iteration 108Q: 3 clusters Score -1419572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1419576.250000 Penalty: 4465.095703
	Iteration 109Q: 3 clusters Score -1419576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1419580.375000 Penalty: 4465.095703
	Iteration 110Q: 3 clusters Score -1419580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1419581.000000 Penalty: 4465.095703
	Iteration 111Q: 3 clusters Score -1419581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1419586.625000 Penalty: 4465.095703
	Iteration 112Q: 3 clusters Score -1419587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1419593.750000 Penalty: 4465.095703
	Iteration 113Q: 3 clusters Score -1419594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1419597.000000 Penalty: 4465.095703
	Iteration 114Q: 3 clusters Score -1419597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1419595.750000 Penalty: 4465.095703
	Iteration 115Q: 3 clusters Score -1419596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1419595.875000 Penalty: 4465.095703
	Iteration 116Q: 3 clusters Score -1419596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1419597.125000 Penalty: 4465.095703
	Iteration 117Q: 3 clusters Score -1419597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1419600.375000 Penalty: 4465.095703
	Iteration 118Q: 3 clusters Score -1419600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1419603.000000 Penalty: 4465.095703
	Iteration 119Q: 3 clusters Score -1419603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1419601.250000 Penalty: 4465.095703
	Iteration 120F: 3 clusters Score -1419601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1419603.125000 Penalty: 4465.095703
	Iteration 121Q: 3 clusters Score -1419603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1419608.000000 Penalty: 4465.095703
	Iteration 122Q: 3 clusters Score -1419608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1419609.625000 Penalty: 4465.095703
	Iteration 123Q: 3 clusters Score -1419610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1419611.500000 Penalty: 4465.095703
	Iteration 124Q: 3 clusters Score -1419612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1419613.750000 Penalty: 4465.095703
	Iteration 125Q: 3 clusters Score -1419614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1419616.125000 Penalty: 4465.095703
	Iteration 126Q: 3 clusters Score -1419616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1419615.750000 Penalty: 4465.095703
	Iteration 127Q: 3 clusters Score -1419616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1419615.750000 Penalty: 4465.095703
	Iteration 128F: 3 clusters Score -1419616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Entering Unmasked Estep 
Score: -2340399.500000 Penalty: 2349.593018
	Iteration 0F: 2 clusters Score -2340400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2330799.250000 Penalty: 4699.186035
	Iteration 0F: 3 clusters Score -2330799 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2333774.250000 Penalty: 4699.186035
	Iteration 1F: 3 clusters Score -2333774 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2334076.750000 Penalty: 4699.186035
	Iteration 2F: 3 clusters Score -2334077 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2334284.500000 Penalty: 4699.186035
	Iteration 3Q: 3 clusters Score -2334284 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2334480.500000 Penalty: 4699.186035
	Iteration 4Q: 3 clusters Score -2334480 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2334612.000000 Penalty: 4699.186035
	Iteration 5Q: 3 clusters Score -2334612 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2334733.000000 Penalty: 4699.186035
	Iteration 6Q: 3 clusters Score -2334733 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2334821.000000 Penalty: 4699.186035
	Iteration 7Q: 3 clusters Score -2334821 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2334894.750000 Penalty: 4699.186035
	Iteration 8Q: 3 clusters Score -2334895 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2334961.750000 Penalty: 4699.186035
	Iteration 9Q: 3 clusters Score -2334962 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2335028.750000 Penalty: 4699.186035
	Iteration 10Q: 3 clusters Score -2335029 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2335116.250000 Penalty: 4699.186035
	Iteration 11Q: 3 clusters Score -2335116 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2335195.000000 Penalty: 4699.186035
	Iteration 12Q: 3 clusters Score -2335195 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2335254.500000 Penalty: 4699.186035
	Iteration 13Q: 3 clusters Score -2335254 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2335334.000000 Penalty: 4699.186035
	Iteration 14Q: 3 clusters Score -2335334 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2335413.750000 Penalty: 4699.186035
	Iteration 15Q: 3 clusters Score -2335414 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2335511.500000 Penalty: 4699.186035
	Iteration 16Q: 3 clusters Score -2335512 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2335634.250000 Penalty: 4699.186035
	Iteration 17Q: 3 clusters Score -2335634 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2335793.500000 Penalty: 4699.186035
	Iteration 18Q: 3 clusters Score -2335794 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2335958.500000 Penalty: 4699.186035
	Iteration 19Q: 3 clusters Score -2335958 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2336123.000000 Penalty: 4699.186035
	Iteration 20F: 3 clusters Score -2336123 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2336291.500000 Penalty: 4699.186035
	Iteration 21Q: 3 clusters Score -2336292 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2336454.750000 Penalty: 4699.186035
	Iteration 22Q: 3 clusters Score -2336455 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2336599.500000 Penalty: 4699.186035
	Iteration 23Q: 3 clusters Score -2336600 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2336722.250000 Penalty: 4699.186035
	Iteration 24Q: 3 clusters Score -2336722 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2336841.500000 Penalty: 4699.186035
	Iteration 25Q: 3 clusters Score -2336842 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2336945.500000 Penalty: 4699.186035
	Iteration 26Q: 3 clusters Score -2336946 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2337053.750000 Penalty: 4699.186035
	Iteration 27Q: 3 clusters Score -2337054 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2337150.500000 Penalty: 4699.186035
	Iteration 28Q: 3 clusters Score -2337150 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2337221.000000 Penalty: 4699.186035
	Iteration 29Q: 3 clusters Score -2337221 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2337286.500000 Penalty: 4699.186035
	Iteration 30Q: 3 clusters Score -2337286 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2337357.750000 Penalty: 4699.186035
	Iteration 31Q: 3 clusters Score -2337358 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2337423.000000 Penalty: 4699.186035
	Iteration 32Q: 3 clusters Score -2337423 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2337500.000000 Penalty: 4699.186035
	Iteration 33Q: 3 clusters Score -2337500 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2337560.250000 Penalty: 4699.186035
	Iteration 34Q: 3 clusters Score -2337560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2337615.750000 Penalty: 4699.186035
	Iteration 35Q: 3 clusters Score -2337616 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2337661.000000 Penalty: 4699.186035
	Iteration 36Q: 3 clusters Score -2337661 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2337702.750000 Penalty: 4699.186035
	Iteration 37Q: 3 clusters Score -2337703 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2337742.000000 Penalty: 4699.186035
	Iteration 38Q: 3 clusters Score -2337742 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2337778.500000 Penalty: 4699.186035
	Iteration 39Q: 3 clusters Score -2337778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2337814.250000 Penalty: 4699.186035
	Iteration 40F: 3 clusters Score -2337814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2337852.500000 Penalty: 4699.186035
	Iteration 41Q: 3 clusters Score -2337852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2337886.250000 Penalty: 4699.186035
	Iteration 42Q: 3 clusters Score -2337886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2337918.750000 Penalty: 4699.186035
	Iteration 43Q: 3 clusters Score -2337919 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2337939.250000 Penalty: 4699.186035
	Iteration 44Q: 3 clusters Score -2337939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2337966.000000 Penalty: 4699.186035
	Iteration 45Q: 3 clusters Score -2337966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2337978.250000 Penalty: 4699.186035
	Iteration 46Q: 3 clusters Score -2337978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2338005.750000 Penalty: 4699.186035
	Iteration 47Q: 3 clusters Score -2338006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2338028.250000 Penalty: 4699.186035
	Iteration 48Q: 3 clusters Score -2338028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2338044.250000 Penalty: 4699.186035
	Iteration 49Q: 3 clusters Score -2338044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2338059.250000 Penalty: 4699.186035
	Iteration 50Q: 3 clusters Score -2338059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2338077.250000 Penalty: 4699.186035
	Iteration 51Q: 3 clusters Score -2338077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2338096.750000 Penalty: 4699.186035
	Iteration 52Q: 3 clusters Score -2338097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2338120.000000 Penalty: 4699.186035
	Iteration 53Q: 3 clusters Score -2338120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2338155.750000 Penalty: 4699.186035
	Iteration 54Q: 3 clusters Score -2338156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2338173.500000 Penalty: 4699.186035
	Iteration 55Q: 3 clusters Score -2338174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2338189.250000 Penalty: 4699.186035
	Iteration 56Q: 3 clusters Score -2338189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2338199.250000 Penalty: 4699.186035
	Iteration 57Q: 3 clusters Score -2338199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2338211.500000 Penalty: 4699.186035
	Iteration 58Q: 3 clusters Score -2338212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2338219.250000 Penalty: 4699.186035
	Iteration 59Q: 3 clusters Score -2338219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2338228.500000 Penalty: 4699.186035
	Iteration 60F: 3 clusters Score -2338228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2338232.000000 Penalty: 4699.186035
	Iteration 61Q: 3 clusters Score -2338232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2338243.250000 Penalty: 4699.186035
	Iteration 62Q: 3 clusters Score -2338243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2338245.500000 Penalty: 4699.186035
	Iteration 63Q: 3 clusters Score -2338246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2338254.500000 Penalty: 4699.186035
	Iteration 64Q: 3 clusters Score -2338254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2338262.500000 Penalty: 4699.186035
	Iteration 65Q: 3 clusters Score -2338262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2338265.750000 Penalty: 4699.186035
	Iteration 66Q: 3 clusters Score -2338266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2338271.250000 Penalty: 4699.186035
	Iteration 67Q: 3 clusters Score -2338271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2338274.250000 Penalty: 4699.186035
	Iteration 68Q: 3 clusters Score -2338274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2338283.500000 Penalty: 4699.186035
	Iteration 69Q: 3 clusters Score -2338284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2338291.500000 Penalty: 4699.186035
	Iteration 70Q: 3 clusters Score -2338292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2338293.000000 Penalty: 4699.186035
	Iteration 71Q: 3 clusters Score -2338293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2338296.750000 Penalty: 4699.186035
	Iteration 72Q: 3 clusters Score -2338297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2338300.500000 Penalty: 4699.186035
	Iteration 73Q: 3 clusters Score -2338300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2338307.750000 Penalty: 4699.186035
	Iteration 74Q: 3 clusters Score -2338308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2338306.750000 Penalty: 4699.186035
	Iteration 75Q: 3 clusters Score -2338307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2338312.250000 Penalty: 4699.186035
	Iteration 76Q: 3 clusters Score -2338312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2338314.250000 Penalty: 4699.186035
	Iteration 77Q: 3 clusters Score -2338314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2338314.250000 Penalty: 4699.186035
	Iteration 78Q: 3 clusters Score -2338314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2338320.250000 Penalty: 4699.186035
	Iteration 79Q: 3 clusters Score -2338320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2338324.000000 Penalty: 4699.186035
	Iteration 80F: 3 clusters Score -2338324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2338327.750000 Penalty: 4699.186035
	Iteration 81Q: 3 clusters Score -2338328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2338334.750000 Penalty: 4699.186035
	Iteration 82Q: 3 clusters Score -2338335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2338334.250000 Penalty: 4699.186035
	Iteration 83Q: 3 clusters Score -2338334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2338333.500000 Penalty: 4699.186035
	Iteration 84Q: 3 clusters Score -2338334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2338337.500000 Penalty: 4699.186035
	Iteration 85Q: 3 clusters Score -2338338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2338340.250000 Penalty: 4699.186035
	Iteration 86Q: 3 clusters Score -2338340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2338342.000000 Penalty: 4699.186035
	Iteration 87Q: 3 clusters Score -2338342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2338345.000000 Penalty: 4699.186035
	Iteration 88Q: 3 clusters Score -2338345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2338346.000000 Penalty: 4699.186035
	Iteration 89Q: 3 clusters Score -2338346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2338346.000000 Penalty: 4699.186035
	Iteration 90F: 3 clusters Score -2338346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -209877.656250 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -209877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -207777.312500 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -207777.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -208674.031250 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -208674 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -209167.687500 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -209167.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -209481.328125 Penalty: 3609.514893
	Iteration 3F: 3 clusters Score -209481.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -209749.859375 Penalty: 3609.514893
	Iteration 4F: 3 clusters Score -209749.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -209937.687500 Penalty: 3609.514893
	Iteration 5F: 3 clusters Score -209937.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210049.937500 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -210049.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -210109.562500 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -210109.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -210145.687500 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -210145.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210189.375000 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -210189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210229.984375 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -210230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210269.406250 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -210269.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -210286.687500 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -210286.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -210297.125000 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -210297.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -210312.453125 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -210312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210319.640625 Penalty: 3609.514893
	Iteration 15Q: 3 clusters Score -210319.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210324.859375 Penalty: 3609.514893
	Iteration 16Q: 3 clusters Score -210324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -210337.046875 Penalty: 3609.514893
	Iteration 17Q: 3 clusters Score -210337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -210346.812500 Penalty: 3609.514893
	Iteration 18Q: 3 clusters Score -210346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -210354.000000 Penalty: 3609.514893
	Iteration 19Q: 3 clusters Score -210354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -210359.718750 Penalty: 3609.514893
	Iteration 20F: 3 clusters Score -210359.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -210370.093750 Penalty: 3609.514893
	Iteration 21Q: 3 clusters Score -210370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -210376.546875 Penalty: 3609.514893
	Iteration 22Q: 3 clusters Score -210376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -210388.875000 Penalty: 3609.514893
	Iteration 23Q: 3 clusters Score -210388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -210396.500000 Penalty: 3609.514893
	Iteration 24Q: 3 clusters Score -210396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -210407.828125 Penalty: 3609.514893
	Iteration 25Q: 3 clusters Score -210407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -210435.515625 Penalty: 3609.514893
	Iteration 26Q: 3 clusters Score -210435.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -210459.187500 Penalty: 3609.514893
	Iteration 27Q: 3 clusters Score -210459.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -210490.359375 Penalty: 3609.514893
	Iteration 28Q: 3 clusters Score -210490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -210545.156250 Penalty: 3609.514893
	Iteration 29Q: 3 clusters Score -210545.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -210577.828125 Penalty: 3609.514893
	Iteration 30Q: 3 clusters Score -210577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -210588.796875 Penalty: 3609.514893
	Iteration 31Q: 3 clusters Score -210588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -210601.515625 Penalty: 3609.514893
	Iteration 32Q: 3 clusters Score -210601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -210613.156250 Penalty: 3609.514893
	Iteration 33Q: 3 clusters Score -210613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -210622.828125 Penalty: 3609.514893
	Iteration 34Q: 3 clusters Score -210622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -210622.968750 Penalty: 3609.514893
	Iteration 35Q: 3 clusters Score -210623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -210624.234375 Penalty: 3609.514893
	Iteration 36Q: 3 clusters Score -210624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -210629.359375 Penalty: 3609.514893
	Iteration 37F: 3 clusters Score -210629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -210633.921875 Penalty: 3609.514893
	Iteration 38Q: 3 clusters Score -210633.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -210633.921875 Penalty: 3609.514893
	Iteration 39F: 3 clusters Score -210633.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 13019 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43739 members 
Mstep: Class 7 contains 22783 members 
Mstep: Class 8 contains 33782 members 
Mstep: Class 9 contains 42516 members 
Mstep: Class 10 contains 24953 members 
Mstep: Class 11 contains 37917 members 
Mstep: Class 12 contains 20517 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45641 members 
Mstep: Class 17 contains 54443 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 44926 members 
Mstep: Class 20 contains 43325 members 
Mstep: Class 21 contains 42231 members 
Mstep: Class 22 contains 14221 members 
Mstep: Class 23 contains 30374 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 52845 members 
Mstep: Class 27 contains 47885 members 
Mstep: Class 28 contains 39369 members 
Mstep: Class 29 contains 41075 members 
Mstep: Class 30 contains 12272 members 
Mstep: Class 31 contains 45252 members 
Mstep: Class 32 contains 12454 members 
Mstep: Class 33 contains 44269 members 
Mstep: Class 34 contains 19375 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 43085 members 
Mstep: Class 37 contains 69600 members 
Mstep: Class 38 contains 46378 members 
Mstep: Class 39 contains 45095 members 
Mstep: Class 40 contains 554 members 
Entering Unmasked Estep 
Score: -196422000.000000 Penalty: 138191.531250
Splitting cluster 4 changes total score from -196423120.000000 to -196422000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -96745.406250 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -96745.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95149.210938 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -95149.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95341.242188 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -95341.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95395.242188 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -95395.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95408.382812 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -95408.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95416.664062 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -95416.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95418.742188 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -95418.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95421.007812 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -95421.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -95422.421875 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -95422.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95423.656250 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -95423.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95427.039062 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -95427.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -95431.109375 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -95431.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95438.257812 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -95438.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95443.710938 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -95443.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95446.039062 Penalty: 3148.305176
	Iteration 13Q: 3 clusters Score -95446.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95447.335938 Penalty: 3148.305176
	Iteration 14Q: 3 clusters Score -95447.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95447.968750 Penalty: 3148.305176
	Iteration 15Q: 3 clusters Score -95447.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95447.968750 Penalty: 3148.305176
	Iteration 16F: 3 clusters Score -95447.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Entering Unmasked Estep 
Score: -7826451.500000 Penalty: 2650.126709
	Iteration 0F: 2 clusters Score -7826452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -7797916.500000 Penalty: 5300.253418
	Iteration 0F: 3 clusters Score -7797916 nChanged 20002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -7808854.000000 Penalty: 5300.253418
	Iteration 1F: 3 clusters Score -7808854 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -7809491.500000 Penalty: 5300.253418
	Iteration 2Q: 3 clusters Score -7809492 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -7810158.000000 Penalty: 5300.253418
	Iteration 3Q: 3 clusters Score -7810158 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -7810971.500000 Penalty: 5300.253418
	Iteration 4Q: 3 clusters Score -7810972 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -7812011.000000 Penalty: 5300.253418
	Iteration 5F: 3 clusters Score -7812011 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -7813341.500000 Penalty: 5300.253418
	Iteration 6F: 3 clusters Score -7813342 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -7815122.000000 Penalty: 5300.253418
	Iteration 7F: 3 clusters Score -7815122 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -7817070.000000 Penalty: 5300.253418
	Iteration 8F: 3 clusters Score -7817070 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7819092.000000 Penalty: 5300.253418
	Iteration 9F: 3 clusters Score -7819092 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7820896.500000 Penalty: 5300.253418
	Iteration 10F: 3 clusters Score -7820896 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7822196.000000 Penalty: 5300.253418
	Iteration 11Q: 3 clusters Score -7822196 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7823066.000000 Penalty: 5300.253418
	Iteration 12Q: 3 clusters Score -7823066 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7823566.000000 Penalty: 5300.253418
	Iteration 13Q: 3 clusters Score -7823566 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7823852.500000 Penalty: 5300.253418
	Iteration 14Q: 3 clusters Score -7823852 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7824038.000000 Penalty: 5300.253418
	Iteration 15Q: 3 clusters Score -7824038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7824119.500000 Penalty: 5300.253418
	Iteration 16Q: 3 clusters Score -7824120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7824162.500000 Penalty: 5300.253418
	Iteration 17Q: 3 clusters Score -7824162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7824195.500000 Penalty: 5300.253418
	Iteration 18Q: 3 clusters Score -7824196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7824214.000000 Penalty: 5300.253418
	Iteration 19Q: 3 clusters Score -7824214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7824226.500000 Penalty: 5300.253418
	Iteration 20F: 3 clusters Score -7824226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7824246.500000 Penalty: 5300.253418
	Iteration 21Q: 3 clusters Score -7824246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7824259.000000 Penalty: 5300.253418
	Iteration 22Q: 3 clusters Score -7824259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7824258.500000 Penalty: 5300.253418
	Iteration 23Q: 3 clusters Score -7824258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7824265.500000 Penalty: 5300.253418
	Iteration 24Q: 3 clusters Score -7824266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7824260.500000 Penalty: 5300.253418
	Iteration 25Q: 3 clusters Score -7824260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7824262.000000 Penalty: 5300.253418
	Iteration 26Q: 3 clusters Score -7824262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7824267.000000 Penalty: 5300.253418
	Iteration 27Q: 3 clusters Score -7824267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7824269.500000 Penalty: 5300.253418
	Iteration 28Q: 3 clusters Score -7824270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7824271.500000 Penalty: 5300.253418
	Iteration 29Q: 3 clusters Score -7824272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7824278.000000 Penalty: 5300.253418
	Iteration 30Q: 3 clusters Score -7824278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7824287.000000 Penalty: 5300.253418
	Iteration 31Q: 3 clusters Score -7824287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7824299.000000 Penalty: 5300.253418
	Iteration 32Q: 3 clusters Score -7824299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7824303.500000 Penalty: 5300.253418
	Iteration 33Q: 3 clusters Score -7824304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7824305.500000 Penalty: 5300.253418
	Iteration 34Q: 3 clusters Score -7824306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7824310.000000 Penalty: 5300.253418
	Iteration 35Q: 3 clusters Score -7824310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7824315.500000 Penalty: 5300.253418
	Iteration 36Q: 3 clusters Score -7824316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7824312.500000 Penalty: 5300.253418
	Iteration 37Q: 3 clusters Score -7824312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7824312.500000 Penalty: 5300.253418
	Iteration 38F: 3 clusters Score -7824312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Entering Unmasked Estep 
Score: -4084116.500000 Penalty: 2488.374756
	Iteration 0F: 2 clusters Score -4084116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4068226.000000 Penalty: 4976.749512
	Iteration 0F: 3 clusters Score -4068226 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4073617.250000 Penalty: 4976.749512
	Iteration 1F: 3 clusters Score -4073617 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4073980.500000 Penalty: 4976.749512
	Iteration 2Q: 3 clusters Score -4073980 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4074272.500000 Penalty: 4976.749512
	Iteration 3Q: 3 clusters Score -4074272 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4074524.750000 Penalty: 4976.749512
	Iteration 4Q: 3 clusters Score -4074525 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4074809.000000 Penalty: 4976.749512
	Iteration 5Q: 3 clusters Score -4074809 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4075104.250000 Penalty: 4976.749512
	Iteration 6Q: 3 clusters Score -4075104 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -4075398.250000 Penalty: 4976.749512
	Iteration 7Q: 3 clusters Score -4075398 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4075753.250000 Penalty: 4976.749512
	Iteration 8Q: 3 clusters Score -4075753 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4076093.750000 Penalty: 4976.749512
	Iteration 9Q: 3 clusters Score -4076094 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -4076492.750000 Penalty: 4976.749512
	Iteration 10Q: 3 clusters Score -4076493 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4076976.000000 Penalty: 4976.749512
	Iteration 11Q: 3 clusters Score -4076976 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4077609.500000 Penalty: 4976.749512
	Iteration 12Q: 3 clusters Score -4077610 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4078231.250000 Penalty: 4976.749512
	Iteration 13Q: 3 clusters Score -4078231 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4078809.000000 Penalty: 4976.749512
	Iteration 14Q: 3 clusters Score -4078809 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4079207.250000 Penalty: 4976.749512
	Iteration 15Q: 3 clusters Score -4079207 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4079476.250000 Penalty: 4976.749512
	Iteration 16Q: 3 clusters Score -4079476 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4079640 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4079750 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4079824.250000 Penalty: 4976.749512
	Iteration 19Q: 3 clusters Score -4079824 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4079885.000000 Penalty: 4976.749512
	Iteration 20F: 3 clusters Score -4079885 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4079937.250000 Penalty: 4976.749512
	Iteration 21Q: 3 clusters Score -4079937 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4079980 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4080016.000000 Penalty: 4976.749512
	Iteration 23Q: 3 clusters Score -4080016 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4080063.250000 Penalty: 4976.749512
	Iteration 24Q: 3 clusters Score -4080063 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4080090.500000 Penalty: 4976.749512
	Iteration 25Q: 3 clusters Score -4080090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -4080120.500000 Penalty: 4976.749512
	Iteration 26Q: 3 clusters Score -4080120 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4080155 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4080183 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4080215.000000 Penalty: 4976.749512
	Iteration 29Q: 3 clusters Score -4080215 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4080254.750000 Penalty: 4976.749512
	Iteration 30Q: 3 clusters Score -4080255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4080278 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4080294.250000 Penalty: 4976.749512
	Iteration 32Q: 3 clusters Score -4080294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4080315.500000 Penalty: 4976.749512
	Iteration 33Q: 3 clusters Score -4080316 nChanged 108
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Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4080330 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4080341 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4080354.250000 Penalty: 4976.749512
	Iteration 36Q: 3 clusters Score -4080354 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4080381.750000 Penalty: 4976.749512
	Iteration 37Q: 3 clusters Score -4080382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4080396.500000 Penalty: 4976.749512
	Iteration 38Q: 3 clusters Score -4080396 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4080411 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4080434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4080451.500000 Penalty: 4976.749512
	Iteration 41Q: 3 clusters Score -4080452 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4080468 nChanged 79
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Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4080489 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4080502 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4080524 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4080533 nChanged 85
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4080555 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4080579 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4080595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4080630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4080653 nChanged 137
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Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4080684 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4080743 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4080791.250000 Penalty: 4976.749512
	Iteration 54Q: 3 clusters Score -4080791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4080850 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4080920 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4080985 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4081040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4081126 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4081176 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4081250 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4081328 nChanged 147
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Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4081391 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4081466 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4081530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4081588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4081642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4081680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4081717.250000 Penalty: 4976.749512
	Iteration 69Q: 3 clusters Score -4081717 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4081764 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4081803.250000 Penalty: 4976.749512
	Iteration 71Q: 3 clusters Score -4081803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4081839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4081869.000000 Penalty: 4976.749512
	Iteration 73Q: 3 clusters Score -4081869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4081881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -4081892.250000 Penalty: 4976.749512
	Iteration 75Q: 3 clusters Score -4081892 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4081903.000000 Penalty: 4976.749512
	Iteration 76Q: 3 clusters Score -4081903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4081911.750000 Penalty: 4976.749512
	Iteration 77Q: 3 clusters Score -4081912 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4081920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4081919.750000 Penalty: 4976.749512
	Iteration 79Q: 3 clusters Score -4081920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -4081921.750000 Penalty: 4976.749512
	Iteration 80F: 3 clusters Score -4081922 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4081924.000000 Penalty: 4976.749512
	Iteration 81Q: 3 clusters Score -4081924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4081932.750000 Penalty: 4976.749512
	Iteration 82Q: 3 clusters Score -4081933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4081936.750000 Penalty: 4976.749512
	Iteration 83Q: 3 clusters Score -4081937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4081937.750000 Penalty: 4976.749512
	Iteration 84Q: 3 clusters Score -4081938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4081941.750000 Penalty: 4976.749512
	Iteration 85Q: 3 clusters Score -4081942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4081945.750000 Penalty: 4976.749512
	Iteration 86Q: 3 clusters Score -4081946 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -4081954.750000 Penalty: 4976.749512
	Iteration 87Q: 3 clusters Score -4081955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4081954 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4081953 nChanged 4
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Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -4081959.000000 Penalty: 4976.749512
	Iteration 90Q: 3 clusters Score -4081959 nChanged 3
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Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4081964.250000 Penalty: 4976.749512
	Iteration 91Q: 3 clusters Score -4081964 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4081969.250000 Penalty: 4976.749512
	Iteration 92Q: 3 clusters Score -4081969 nChanged 2
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Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4081972 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22060 members 
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	Iteration 94Q: 3 clusters Score -4081964 nChanged 3
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Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22063 members 
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	Iteration 95Q: 3 clusters Score -4081964 nChanged 4
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Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4081972 nChanged 3
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Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4081972 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4081974.250000 Penalty: 4976.749512
	Iteration 98Q: 3 clusters Score -4081974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4081976 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -4081976.750000 Penalty: 4976.749512
	Iteration 100F: 3 clusters Score -4081977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -4081980.500000 Penalty: 4976.749512
	Iteration 101Q: 3 clusters Score -4081980 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -4081978.500000 Penalty: 4976.749512
	Iteration 102Q: 3 clusters Score -4081978 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4081982.500000 Penalty: 4976.749512
	Iteration 103Q: 3 clusters Score -4081982 nChanged 7
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Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -4081985.000000 Penalty: 4976.749512
	Iteration 104Q: 3 clusters Score -4081985 nChanged 4
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Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4081982 nChanged 3
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Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -4081985.500000 Penalty: 4976.749512
	Iteration 106Q: 3 clusters Score -4081986 nChanged 3
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Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4081988.500000 Penalty: 4976.749512
	Iteration 107Q: 3 clusters Score -4081988 nChanged 4
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Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4081987 nChanged 1
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Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4081988 nChanged 0
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Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4081987.750000 Penalty: 4976.749512
	Iteration 110F: 3 clusters Score -4081988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Entering Unmasked Estep 
Score: -6072780.000000 Penalty: 2586.065674
	Iteration 0F: 2 clusters Score -6072780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -6049712.000000 Penalty: 5172.131348
	Iteration 0F: 3 clusters Score -6049712 nChanged 15395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -6058087.500000 Penalty: 5172.131348
	Iteration 1F: 3 clusters Score -6058088 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -6058535.000000 Penalty: 5172.131348
	Iteration 2Q: 3 clusters Score -6058535 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -6058977.500000 Penalty: 5172.131348
	Iteration 3Q: 3 clusters Score -6058978 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -6059442.500000 Penalty: 5172.131348
	Iteration 4Q: 3 clusters Score -6059442 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -6060002.500000 Penalty: 5172.131348
	Iteration 5Q: 3 clusters Score -6060002 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -6060882.500000 Penalty: 5172.131348
	Iteration 6Q: 3 clusters Score -6060882 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -6062055.000000 Penalty: 5172.131348
	Iteration 7F: 3 clusters Score -6062055 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -6063711.500000 Penalty: 5172.131348
	Iteration 8F: 3 clusters Score -6063712 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -6065977.000000 Penalty: 5172.131348
	Iteration 9F: 3 clusters Score -6065977 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6068241.000000 Penalty: 5172.131348
	Iteration 10F: 3 clusters Score -6068241 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -6069726.500000 Penalty: 5172.131348
	Iteration 11F: 3 clusters Score -6069726 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6070462.500000 Penalty: 5172.131348
	Iteration 12Q: 3 clusters Score -6070462 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -6070800.500000 Penalty: 5172.131348
	Iteration 13Q: 3 clusters Score -6070800 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -6071019.000000 Penalty: 5172.131348
	Iteration 14Q: 3 clusters Score -6071019 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6071166.500000 Penalty: 5172.131348
	Iteration 15Q: 3 clusters Score -6071166 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -6071274.000000 Penalty: 5172.131348
	Iteration 16Q: 3 clusters Score -6071274 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -6071332.000000 Penalty: 5172.131348
	Iteration 17Q: 3 clusters Score -6071332 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6071380.000000 Penalty: 5172.131348
	Iteration 18Q: 3 clusters Score -6071380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6071400.000000 Penalty: 5172.131348
	Iteration 19Q: 3 clusters Score -6071400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6071427.500000 Penalty: 5172.131348
	Iteration 20F: 3 clusters Score -6071428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6071448.000000 Penalty: 5172.131348
	Iteration 21Q: 3 clusters Score -6071448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6071452.000000 Penalty: 5172.131348
	Iteration 22Q: 3 clusters Score -6071452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6071457.500000 Penalty: 5172.131348
	Iteration 23Q: 3 clusters Score -6071458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6071455.500000 Penalty: 5172.131348
	Iteration 24Q: 3 clusters Score -6071456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6071466.000000 Penalty: 5172.131348
	Iteration 25Q: 3 clusters Score -6071466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6071494.000000 Penalty: 5172.131348
	Iteration 26Q: 3 clusters Score -6071494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6071493.500000 Penalty: 5172.131348
	Iteration 27Q: 3 clusters Score -6071494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -6071490.000000 Penalty: 5172.131348
	Iteration 28Q: 3 clusters Score -6071490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6071494.000000 Penalty: 5172.131348
	Iteration 29Q: 3 clusters Score -6071494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -6071501.000000 Penalty: 5172.131348
	Iteration 30Q: 3 clusters Score -6071501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -6071502.500000 Penalty: 5172.131348
	Iteration 31Q: 3 clusters Score -6071502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6071505.500000 Penalty: 5172.131348
	Iteration 32Q: 3 clusters Score -6071506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6071493.000000 Penalty: 5172.131348
	Iteration 33Q: 3 clusters Score -6071493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -6071497.500000 Penalty: 5172.131348
	Iteration 34Q: 3 clusters Score -6071498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6071509.500000 Penalty: 5172.131348
	Iteration 35Q: 3 clusters Score -6071510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6071513.000000 Penalty: 5172.131348
	Iteration 36Q: 3 clusters Score -6071513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -6071513.000000 Penalty: 5172.131348
	Iteration 37Q: 3 clusters Score -6071513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6071513.000000 Penalty: 5172.131348
	Iteration 38Q: 3 clusters Score -6071513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6071514.000000 Penalty: 5172.131348
	Iteration 39Q: 3 clusters Score -6071514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6071509.500000 Penalty: 5172.131348
	Iteration 40F: 3 clusters Score -6071510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6071503.500000 Penalty: 5172.131348
	Iteration 41Q: 3 clusters Score -6071504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -6071512.500000 Penalty: 5172.131348
	Iteration 42Q: 3 clusters Score -6071512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6071517.000000 Penalty: 5172.131348
	Iteration 43Q: 3 clusters Score -6071517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6071515.000000 Penalty: 5172.131348
	Iteration 44Q: 3 clusters Score -6071515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -6071507.500000 Penalty: 5172.131348
	Iteration 45Q: 3 clusters Score -6071508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6071505.500000 Penalty: 5172.131348
	Iteration 46Q: 3 clusters Score -6071506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6071504.500000 Penalty: 5172.131348
	Iteration 47Q: 3 clusters Score -6071504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6071513.000000 Penalty: 5172.131348
	Iteration 48Q: 3 clusters Score -6071513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6071509.500000 Penalty: 5172.131348
	Iteration 49Q: 3 clusters Score -6071510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6071509.500000 Penalty: 5172.131348
	Iteration 50Q: 3 clusters Score -6071510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6071512.000000 Penalty: 5172.131348
	Iteration 51Q: 3 clusters Score -6071512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6071508.500000 Penalty: 5172.131348
	Iteration 52Q: 3 clusters Score -6071508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6071513.000000 Penalty: 5172.131348
	Iteration 53Q: 3 clusters Score -6071513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6071511.000000 Penalty: 5172.131348
	Iteration 54Q: 3 clusters Score -6071511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6071515.500000 Penalty: 5172.131348
	Iteration 55Q: 3 clusters Score -6071516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6071516.500000 Penalty: 5172.131348
	Iteration 56Q: 3 clusters Score -6071516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6071509.000000 Penalty: 5172.131348
	Iteration 57Q: 3 clusters Score -6071509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6071507.000000 Penalty: 5172.131348
	Iteration 58Q: 3 clusters Score -6071507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6071512.000000 Penalty: 5172.131348
	Iteration 59Q: 3 clusters Score -6071512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6071516.500000 Penalty: 5172.131348
	Iteration 60F: 3 clusters Score -6071516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6071512.000000 Penalty: 5172.131348
	Iteration 61Q: 3 clusters Score -6071512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6071511.500000 Penalty: 5172.131348
	Iteration 62Q: 3 clusters Score -6071512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6071512.000000 Penalty: 5172.131348
	Iteration 63Q: 3 clusters Score -6071512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6071511.000000 Penalty: 5172.131348
	Iteration 64Q: 3 clusters Score -6071511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6071510.500000 Penalty: 5172.131348
	Iteration 65Q: 3 clusters Score -6071510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6071510.500000 Penalty: 5172.131348
	Iteration 66F: 3 clusters Score -6071510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Entering Unmasked Estep 
Score: -7578806.500000 Penalty: 2643.093750
	Iteration 0F: 2 clusters Score -7578806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -7550471.000000 Penalty: 5286.187500
	Iteration 0F: 3 clusters Score -7550471 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -7561212.000000 Penalty: 5286.187500
	Iteration 1F: 3 clusters Score -7561212 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -7562028.000000 Penalty: 5286.187500
	Iteration 2Q: 3 clusters Score -7562028 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7563230.000000 Penalty: 5286.187500
	Iteration 3F: 3 clusters Score -7563230 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -7564778.500000 Penalty: 5286.187500
	Iteration 4F: 3 clusters Score -7564778 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -7566772.500000 Penalty: 5286.187500
	Iteration 5F: 3 clusters Score -7566772 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -7568816.500000 Penalty: 5286.187500
	Iteration 6F: 3 clusters Score -7568816 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -7570660.500000 Penalty: 5286.187500
	Iteration 7F: 3 clusters Score -7570660 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -7572191.000000 Penalty: 5286.187500
	Iteration 8F: 3 clusters Score -7572191 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7573388.000000 Penalty: 5286.187500
	Iteration 9Q: 3 clusters Score -7573388 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -7574423.500000 Penalty: 5286.187500
	Iteration 10Q: 3 clusters Score -7574424 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -7575223.500000 Penalty: 5286.187500
	Iteration 11Q: 3 clusters Score -7575224 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7575836.500000 Penalty: 5286.187500
	Iteration 12Q: 3 clusters Score -7575836 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7576295.000000 Penalty: 5286.187500
	Iteration 13Q: 3 clusters Score -7576295 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -7576574.500000 Penalty: 5286.187500
	Iteration 14Q: 3 clusters Score -7576574 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7576744.000000 Penalty: 5286.187500
	Iteration 15Q: 3 clusters Score -7576744 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -7576867.000000 Penalty: 5286.187500
	Iteration 16Q: 3 clusters Score -7576867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -7576961.000000 Penalty: 5286.187500
	Iteration 17Q: 3 clusters Score -7576961 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -7576998.000000 Penalty: 5286.187500
	Iteration 18Q: 3 clusters Score -7576998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -7577038.000000 Penalty: 5286.187500
	Iteration 19Q: 3 clusters Score -7577038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -7577059.000000 Penalty: 5286.187500
	Iteration 20F: 3 clusters Score -7577059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -7577060.500000 Penalty: 5286.187500
	Iteration 21Q: 3 clusters Score -7577060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7577076.500000 Penalty: 5286.187500
	Iteration 22Q: 3 clusters Score -7577076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -7577102.000000 Penalty: 5286.187500
	Iteration 23Q: 3 clusters Score -7577102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -7577101.000000 Penalty: 5286.187500
	Iteration 24Q: 3 clusters Score -7577101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7577097.000000 Penalty: 5286.187500
	Iteration 25Q: 3 clusters Score -7577097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -7577104.500000 Penalty: 5286.187500
	Iteration 26Q: 3 clusters Score -7577104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -7577112.000000 Penalty: 5286.187500
	Iteration 27Q: 3 clusters Score -7577112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -7577121.000000 Penalty: 5286.187500
	Iteration 28Q: 3 clusters Score -7577121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -7577126.500000 Penalty: 5286.187500
	Iteration 29Q: 3 clusters Score -7577126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7577119.000000 Penalty: 5286.187500
	Iteration 30Q: 3 clusters Score -7577119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7577115.500000 Penalty: 5286.187500
	Iteration 31Q: 3 clusters Score -7577116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -7577117.500000 Penalty: 5286.187500
	Iteration 32Q: 3 clusters Score -7577118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -7577122.000000 Penalty: 5286.187500
	Iteration 33Q: 3 clusters Score -7577122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -7577122.000000 Penalty: 5286.187500
	Iteration 34F: 3 clusters Score -7577122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Entering Unmasked Estep 
Score: -4436811.500000 Penalty: 2510.937744
	Iteration 0F: 2 clusters Score -4436812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4419511.000000 Penalty: 5021.875488
	Iteration 0F: 3 clusters Score -4419511 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -4425459.000000 Penalty: 5021.875488
	Iteration 1F: 3 clusters Score -4425459 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4425899.500000 Penalty: 5021.875488
	Iteration 2Q: 3 clusters Score -4425900 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4426291.000000 Penalty: 5021.875488
	Iteration 3Q: 3 clusters Score -4426291 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4426795.000000 Penalty: 5021.875488
	Iteration 4Q: 3 clusters Score -4426795 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4427384.000000 Penalty: 5021.875488
	Iteration 5Q: 3 clusters Score -4427384 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4428096.500000 Penalty: 5021.875488
	Iteration 6F: 3 clusters Score -4428096 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4428836.500000 Penalty: 5021.875488
	Iteration 7F: 3 clusters Score -4428836 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -4429679.500000 Penalty: 5021.875488
	Iteration 8F: 3 clusters Score -4429680 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4430557.000000 Penalty: 5021.875488
	Iteration 9F: 3 clusters Score -4430557 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -4431469.500000 Penalty: 5021.875488
	Iteration 10Q: 3 clusters Score -4431470 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4432400.500000 Penalty: 5021.875488
	Iteration 11Q: 3 clusters Score -4432400 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4433225.000000 Penalty: 5021.875488
	Iteration 12Q: 3 clusters Score -4433225 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4433827.000000 Penalty: 5021.875488
	Iteration 13Q: 3 clusters Score -4433827 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4434180.500000 Penalty: 5021.875488
	Iteration 14Q: 3 clusters Score -4434180 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4434416.000000 Penalty: 5021.875488
	Iteration 15Q: 3 clusters Score -4434416 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4434580.500000 Penalty: 5021.875488
	Iteration 16Q: 3 clusters Score -4434580 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4434690.000000 Penalty: 5021.875488
	Iteration 17Q: 3 clusters Score -4434690 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4434779.500000 Penalty: 5021.875488
	Iteration 18Q: 3 clusters Score -4434780 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4434836.500000 Penalty: 5021.875488
	Iteration 19Q: 3 clusters Score -4434836 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4434887.500000 Penalty: 5021.875488
	Iteration 20F: 3 clusters Score -4434888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4434933.500000 Penalty: 5021.875488
	Iteration 21Q: 3 clusters Score -4434934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4434961.500000 Penalty: 5021.875488
	Iteration 22Q: 3 clusters Score -4434962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4434988.000000 Penalty: 5021.875488
	Iteration 23Q: 3 clusters Score -4434988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4435011.000000 Penalty: 5021.875488
	Iteration 24Q: 3 clusters Score -4435011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4435019.500000 Penalty: 5021.875488
	Iteration 25Q: 3 clusters Score -4435020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4435034.500000 Penalty: 5021.875488
	Iteration 26Q: 3 clusters Score -4435034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4435037.500000 Penalty: 5021.875488
	Iteration 27Q: 3 clusters Score -4435038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4435040.000000 Penalty: 5021.875488
	Iteration 28Q: 3 clusters Score -4435040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4435049.000000 Penalty: 5021.875488
	Iteration 29Q: 3 clusters Score -4435049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4435053.500000 Penalty: 5021.875488
	Iteration 30Q: 3 clusters Score -4435054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4435059.000000 Penalty: 5021.875488
	Iteration 31Q: 3 clusters Score -4435059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4435063.000000 Penalty: 5021.875488
	Iteration 32Q: 3 clusters Score -4435063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4435063.000000 Penalty: 5021.875488
	Iteration 33Q: 3 clusters Score -4435063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4435065.000000 Penalty: 5021.875488
	Iteration 34Q: 3 clusters Score -4435065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4435061.000000 Penalty: 5021.875488
	Iteration 35Q: 3 clusters Score -4435061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4435066.500000 Penalty: 5021.875488
	Iteration 36Q: 3 clusters Score -4435066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4435065.000000 Penalty: 5021.875488
	Iteration 37Q: 3 clusters Score -4435065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4435066.000000 Penalty: 5021.875488
	Iteration 38Q: 3 clusters Score -4435066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4435066.000000 Penalty: 5021.875488
	Iteration 39Q: 3 clusters Score -4435066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4435069.500000 Penalty: 5021.875488
	Iteration 40F: 3 clusters Score -4435070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4435072.500000 Penalty: 5021.875488
	Iteration 41Q: 3 clusters Score -4435072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4435068.500000 Penalty: 5021.875488
	Iteration 42Q: 3 clusters Score -4435068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4435074.500000 Penalty: 5021.875488
	Iteration 43Q: 3 clusters Score -4435074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4435075.500000 Penalty: 5021.875488
	Iteration 44Q: 3 clusters Score -4435076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4435076.000000 Penalty: 5021.875488
	Iteration 45Q: 3 clusters Score -4435076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4435076.000000 Penalty: 5021.875488
	Iteration 46F: 3 clusters Score -4435076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -6849726.500000 Penalty: 2614.702393
	Iteration 0F: 2 clusters Score -6849726 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: -6824100.000000 Penalty: 5229.404785
	Iteration 0F: 3 clusters Score -6824100 nChanged 17487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -6833657.500000 Penalty: 5229.404785
	Iteration 1F: 3 clusters Score -6833658 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -6834148.500000 Penalty: 5229.404785
	Iteration 2Q: 3 clusters Score -6834148 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -6834576.500000 Penalty: 5229.404785
	Iteration 3Q: 3 clusters Score -6834576 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -6834919.000000 Penalty: 5229.404785
	Iteration 4Q: 3 clusters Score -6834919 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -6835186.500000 Penalty: 5229.404785
	Iteration 5Q: 3 clusters Score -6835186 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -6835444.500000 Penalty: 5229.404785
	Iteration 6Q: 3 clusters Score -6835444 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -6835712.500000 Penalty: 5229.404785
	Iteration 7Q: 3 clusters Score -6835712 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -6836022.000000 Penalty: 5229.404785
	Iteration 8Q: 3 clusters Score -6836022 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -6836414.500000 Penalty: 5229.404785
	Iteration 9Q: 3 clusters Score -6836414 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6836911.500000 Penalty: 5229.404785
	Iteration 10Q: 3 clusters Score -6836912 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6837613.000000 Penalty: 5229.404785
	Iteration 11Q: 3 clusters Score -6837613 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6838616.500000 Penalty: 5229.404785
	Iteration 12Q: 3 clusters Score -6838616 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -6840024.000000 Penalty: 5229.404785
	Iteration 13F: 3 clusters Score -6840024 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6841593.000000 Penalty: 5229.404785
	Iteration 14F: 3 clusters Score -6841593 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -6842773.000000 Penalty: 5229.404785
	Iteration 15F: 3 clusters Score -6842773 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -6843460.000000 Penalty: 5229.404785
	Iteration 16Q: 3 clusters Score -6843460 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -6843723.500000 Penalty: 5229.404785
	Iteration 17Q: 3 clusters Score -6843724 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -6843927.500000 Penalty: 5229.404785
	Iteration 18Q: 3 clusters Score -6843928 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -6844109.000000 Penalty: 5229.404785
	Iteration 19Q: 3 clusters Score -6844109 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -6844259.500000 Penalty: 5229.404785
	Iteration 20F: 3 clusters Score -6844260 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -6844441.000000 Penalty: 5229.404785
	Iteration 21Q: 3 clusters Score -6844441 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6844591.000000 Penalty: 5229.404785
	Iteration 22Q: 3 clusters Score -6844591 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -6844698.500000 Penalty: 5229.404785
	Iteration 23Q: 3 clusters Score -6844698 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -6844786.500000 Penalty: 5229.404785
	Iteration 24Q: 3 clusters Score -6844786 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -6844921.000000 Penalty: 5229.404785
	Iteration 25Q: 3 clusters Score -6844921 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -6845019.000000 Penalty: 5229.404785
	Iteration 26Q: 3 clusters Score -6845019 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -6845096.500000 Penalty: 5229.404785
	Iteration 27Q: 3 clusters Score -6845096 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -6845174.000000 Penalty: 5229.404785
	Iteration 28Q: 3 clusters Score -6845174 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -6845251.500000 Penalty: 5229.404785
	Iteration 29Q: 3 clusters Score -6845252 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -6845297.000000 Penalty: 5229.404785
	Iteration 30Q: 3 clusters Score -6845297 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -6845338.000000 Penalty: 5229.404785
	Iteration 31Q: 3 clusters Score -6845338 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -6845409.000000 Penalty: 5229.404785
	Iteration 32Q: 3 clusters Score -6845409 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -6845439.500000 Penalty: 5229.404785
	Iteration 33Q: 3 clusters Score -6845440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -6845492.000000 Penalty: 5229.404785
	Iteration 34Q: 3 clusters Score -6845492 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -6845538.500000 Penalty: 5229.404785
	Iteration 35Q: 3 clusters Score -6845538 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -6845572.000000 Penalty: 5229.404785
	Iteration 36Q: 3 clusters Score -6845572 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -6845664.000000 Penalty: 5229.404785
	Iteration 37Q: 3 clusters Score -6845664 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -6845691.500000 Penalty: 5229.404785
	Iteration 38Q: 3 clusters Score -6845692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -6845747.000000 Penalty: 5229.404785
	Iteration 39Q: 3 clusters Score -6845747 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -6845793.000000 Penalty: 5229.404785
	Iteration 40F: 3 clusters Score -6845793 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -6845821.500000 Penalty: 5229.404785
	Iteration 41Q: 3 clusters Score -6845822 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -6845875.000000 Penalty: 5229.404785
	Iteration 42Q: 3 clusters Score -6845875 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6845933.500000 Penalty: 5229.404785
	Iteration 43Q: 3 clusters Score -6845934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -6845960.500000 Penalty: 5229.404785
	Iteration 44Q: 3 clusters Score -6845960 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -6846047.500000 Penalty: 5229.404785
	Iteration 45Q: 3 clusters Score -6846048 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -6846091.000000 Penalty: 5229.404785
	Iteration 46Q: 3 clusters Score -6846091 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -6846150.500000 Penalty: 5229.404785
	Iteration 47Q: 3 clusters Score -6846150 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -6846228.000000 Penalty: 5229.404785
	Iteration 48Q: 3 clusters Score -6846228 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6846281.500000 Penalty: 5229.404785
	Iteration 49Q: 3 clusters Score -6846282 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -6846326.000000 Penalty: 5229.404785
	Iteration 50Q: 3 clusters Score -6846326 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -6846387.500000 Penalty: 5229.404785
	Iteration 51Q: 3 clusters Score -6846388 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -6846472.000000 Penalty: 5229.404785
	Iteration 52Q: 3 clusters Score -6846472 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6846506.000000 Penalty: 5229.404785
	Iteration 53Q: 3 clusters Score -6846506 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6846562.000000 Penalty: 5229.404785
	Iteration 54Q: 3 clusters Score -6846562 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6846641.500000 Penalty: 5229.404785
	Iteration 55Q: 3 clusters Score -6846642 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6846712.000000 Penalty: 5229.404785
	Iteration 56Q: 3 clusters Score -6846712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6846775.000000 Penalty: 5229.404785
	Iteration 57Q: 3 clusters Score -6846775 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6846821.500000 Penalty: 5229.404785
	Iteration 58Q: 3 clusters Score -6846822 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6846887.000000 Penalty: 5229.404785
	Iteration 59Q: 3 clusters Score -6846887 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6846951.500000 Penalty: 5229.404785
	Iteration 60F: 3 clusters Score -6846952 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6846991.000000 Penalty: 5229.404785
	Iteration 61Q: 3 clusters Score -6846991 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6847040.500000 Penalty: 5229.404785
	Iteration 62Q: 3 clusters Score -6847040 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6847103.500000 Penalty: 5229.404785
	Iteration 63Q: 3 clusters Score -6847104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6847151.000000 Penalty: 5229.404785
	Iteration 64Q: 3 clusters Score -6847151 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6847188.500000 Penalty: 5229.404785
	Iteration 65Q: 3 clusters Score -6847188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6847209.500000 Penalty: 5229.404785
	Iteration 66Q: 3 clusters Score -6847210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6847230.500000 Penalty: 5229.404785
	Iteration 67Q: 3 clusters Score -6847230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6847264.500000 Penalty: 5229.404785
	Iteration 68Q: 3 clusters Score -6847264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6847298.000000 Penalty: 5229.404785
	Iteration 69Q: 3 clusters Score -6847298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6847311.500000 Penalty: 5229.404785
	Iteration 70Q: 3 clusters Score -6847312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6847338.500000 Penalty: 5229.404785
	Iteration 71Q: 3 clusters Score -6847338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6847345.500000 Penalty: 5229.404785
	Iteration 72Q: 3 clusters Score -6847346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6847342.500000 Penalty: 5229.404785
	Iteration 73Q: 3 clusters Score -6847342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6847343.500000 Penalty: 5229.404785
	Iteration 74Q: 3 clusters Score -6847344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6847354.500000 Penalty: 5229.404785
	Iteration 75Q: 3 clusters Score -6847354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6847366.000000 Penalty: 5229.404785
	Iteration 76Q: 3 clusters Score -6847366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6847375.500000 Penalty: 5229.404785
	Iteration 77Q: 3 clusters Score -6847376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6847380.000000 Penalty: 5229.404785
	Iteration 78Q: 3 clusters Score -6847380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6847383.500000 Penalty: 5229.404785
	Iteration 79Q: 3 clusters Score -6847384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6847382.500000 Penalty: 5229.404785
	Iteration 80F: 3 clusters Score -6847382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6847387.000000 Penalty: 5229.404785
	Iteration 81Q: 3 clusters Score -6847387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6847388.000000 Penalty: 5229.404785
	Iteration 82Q: 3 clusters Score -6847388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6847391.500000 Penalty: 5229.404785
	Iteration 83Q: 3 clusters Score -6847392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6847391.000000 Penalty: 5229.404785
	Iteration 84Q: 3 clusters Score -6847391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6847395.000000 Penalty: 5229.404785
	Iteration 85Q: 3 clusters Score -6847395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6847398.000000 Penalty: 5229.404785
	Iteration 86Q: 3 clusters Score -6847398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6847393.000000 Penalty: 5229.404785
	Iteration 87Q: 3 clusters Score -6847393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6847391.000000 Penalty: 5229.404785
	Iteration 88Q: 3 clusters Score -6847391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6847400.500000 Penalty: 5229.404785
	Iteration 89Q: 3 clusters Score -6847400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6847417.000000 Penalty: 5229.404785
	Iteration 90Q: 3 clusters Score -6847417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6847406.500000 Penalty: 5229.404785
	Iteration 91Q: 3 clusters Score -6847406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6847413.000000 Penalty: 5229.404785
	Iteration 92Q: 3 clusters Score -6847413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6847417.000000 Penalty: 5229.404785
	Iteration 93Q: 3 clusters Score -6847417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6847424.000000 Penalty: 5229.404785
	Iteration 94Q: 3 clusters Score -6847424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6847426.000000 Penalty: 5229.404785
	Iteration 95Q: 3 clusters Score -6847426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6847436.000000 Penalty: 5229.404785
	Iteration 96Q: 3 clusters Score -6847436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6847445.500000 Penalty: 5229.404785
	Iteration 97Q: 3 clusters Score -6847446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6847451.000000 Penalty: 5229.404785
	Iteration 98Q: 3 clusters Score -6847451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6847447.500000 Penalty: 5229.404785
	Iteration 99Q: 3 clusters Score -6847448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6847455.000000 Penalty: 5229.404785
	Iteration 100F: 3 clusters Score -6847455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6847454.000000 Penalty: 5229.404785
	Iteration 101Q: 3 clusters Score -6847454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6847459.500000 Penalty: 5229.404785
	Iteration 102Q: 3 clusters Score -6847460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6847470.000000 Penalty: 5229.404785
	Iteration 103Q: 3 clusters Score -6847470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6847479.000000 Penalty: 5229.404785
	Iteration 104Q: 3 clusters Score -6847479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6847480.000000 Penalty: 5229.404785
	Iteration 105Q: 3 clusters Score -6847480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6847481.000000 Penalty: 5229.404785
	Iteration 106Q: 3 clusters Score -6847481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6847479.000000 Penalty: 5229.404785
	Iteration 107Q: 3 clusters Score -6847479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6847484.000000 Penalty: 5229.404785
	Iteration 108Q: 3 clusters Score -6847484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6847485.000000 Penalty: 5229.404785
	Iteration 109Q: 3 clusters Score -6847485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6847488.000000 Penalty: 5229.404785
	Iteration 110Q: 3 clusters Score -6847488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6847493.500000 Penalty: 5229.404785
	Iteration 111Q: 3 clusters Score -6847494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6847488.000000 Penalty: 5229.404785
	Iteration 112Q: 3 clusters Score -6847488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6847495.500000 Penalty: 5229.404785
	Iteration 113Q: 3 clusters Score -6847496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6847490.500000 Penalty: 5229.404785
	Iteration 114Q: 3 clusters Score -6847490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6847490.000000 Penalty: 5229.404785
	Iteration 115Q: 3 clusters Score -6847490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6847498.500000 Penalty: 5229.404785
	Iteration 116Q: 3 clusters Score -6847498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6847502.500000 Penalty: 5229.404785
	Iteration 117Q: 3 clusters Score -6847502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6847502.500000 Penalty: 5229.404785
	Iteration 118F: 3 clusters Score -6847502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Entering Unmasked Estep 
Score: -3629442.250000 Penalty: 2462.394287
	Iteration 0F: 2 clusters Score -3629442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3615051.750000 Penalty: 4924.788574
	Iteration 0F: 3 clusters Score -3615052 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3620058.500000 Penalty: 4924.788574
	Iteration 1F: 3 clusters Score -3620058 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3620817.500000 Penalty: 4924.788574
	Iteration 2F: 3 clusters Score -3620818 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3621630.500000 Penalty: 4924.788574
	Iteration 3F: 3 clusters Score -3621630 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3622688.750000 Penalty: 4924.788574
	Iteration 4F: 3 clusters Score -3622689 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3623779.250000 Penalty: 4924.788574
	Iteration 5F: 3 clusters Score -3623779 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3624825.000000 Penalty: 4924.788574
	Iteration 6F: 3 clusters Score -3624825 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3625660.750000 Penalty: 4924.788574
	Iteration 7F: 3 clusters Score -3625661 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3626262.750000 Penalty: 4924.788574
	Iteration 8Q: 3 clusters Score -3626263 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3626675.250000 Penalty: 4924.788574
	Iteration 9Q: 3 clusters Score -3626675 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3626984.250000 Penalty: 4924.788574
	Iteration 10Q: 3 clusters Score -3626984 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3627227.000000 Penalty: 4924.788574
	Iteration 11Q: 3 clusters Score -3627227 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3627416.000000 Penalty: 4924.788574
	Iteration 12Q: 3 clusters Score -3627416 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3627544.000000 Penalty: 4924.788574
	Iteration 13Q: 3 clusters Score -3627544 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3627663.750000 Penalty: 4924.788574
	Iteration 14Q: 3 clusters Score -3627664 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3627770.000000 Penalty: 4924.788574
	Iteration 15Q: 3 clusters Score -3627770 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3627886.250000 Penalty: 4924.788574
	Iteration 16Q: 3 clusters Score -3627886 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3627972.750000 Penalty: 4924.788574
	Iteration 17Q: 3 clusters Score -3627973 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3628069.500000 Penalty: 4924.788574
	Iteration 18Q: 3 clusters Score -3628070 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3628152.500000 Penalty: 4924.788574
	Iteration 19Q: 3 clusters Score -3628152 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3628239.750000 Penalty: 4924.788574
	Iteration 20F: 3 clusters Score -3628240 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3628318.000000 Penalty: 4924.788574
	Iteration 21Q: 3 clusters Score -3628318 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3628400.000000 Penalty: 4924.788574
	Iteration 22Q: 3 clusters Score -3628400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3628467.250000 Penalty: 4924.788574
	Iteration 23Q: 3 clusters Score -3628467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3628515.500000 Penalty: 4924.788574
	Iteration 24Q: 3 clusters Score -3628516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3628554.000000 Penalty: 4924.788574
	Iteration 25Q: 3 clusters Score -3628554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3628610.000000 Penalty: 4924.788574
	Iteration 26Q: 3 clusters Score -3628610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3628667.250000 Penalty: 4924.788574
	Iteration 27Q: 3 clusters Score -3628667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3628704.500000 Penalty: 4924.788574
	Iteration 28Q: 3 clusters Score -3628704 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3628736.000000 Penalty: 4924.788574
	Iteration 29Q: 3 clusters Score -3628736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3628763.500000 Penalty: 4924.788574
	Iteration 30Q: 3 clusters Score -3628764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3628778.000000 Penalty: 4924.788574
	Iteration 31Q: 3 clusters Score -3628778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3628789.250000 Penalty: 4924.788574
	Iteration 32Q: 3 clusters Score -3628789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3628805.750000 Penalty: 4924.788574
	Iteration 33Q: 3 clusters Score -3628806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3628825.500000 Penalty: 4924.788574
	Iteration 34Q: 3 clusters Score -3628826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3628850.250000 Penalty: 4924.788574
	Iteration 35Q: 3 clusters Score -3628850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3628879.000000 Penalty: 4924.788574
	Iteration 36Q: 3 clusters Score -3628879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3628905.000000 Penalty: 4924.788574
	Iteration 37Q: 3 clusters Score -3628905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3628923.250000 Penalty: 4924.788574
	Iteration 38Q: 3 clusters Score -3628923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3628959.250000 Penalty: 4924.788574
	Iteration 39Q: 3 clusters Score -3628959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3628965.250000 Penalty: 4924.788574
	Iteration 40F: 3 clusters Score -3628965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3628974.250000 Penalty: 4924.788574
	Iteration 41Q: 3 clusters Score -3628974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3628982.250000 Penalty: 4924.788574
	Iteration 42Q: 3 clusters Score -3628982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3628988.000000 Penalty: 4924.788574
	Iteration 43Q: 3 clusters Score -3628988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3628990.000000 Penalty: 4924.788574
	Iteration 44Q: 3 clusters Score -3628990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3628995.000000 Penalty: 4924.788574
	Iteration 45Q: 3 clusters Score -3628995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3628992.250000 Penalty: 4924.788574
	Iteration 46Q: 3 clusters Score -3628992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3628992.750000 Penalty: 4924.788574
	Iteration 47Q: 3 clusters Score -3628993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3629008.250000 Penalty: 4924.788574
	Iteration 48Q: 3 clusters Score -3629008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3629005.750000 Penalty: 4924.788574
	Iteration 49Q: 3 clusters Score -3629006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3629003.250000 Penalty: 4924.788574
	Iteration 50Q: 3 clusters Score -3629003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3629002.000000 Penalty: 4924.788574
	Iteration 51Q: 3 clusters Score -3629002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3629002.000000 Penalty: 4924.788574
	Iteration 52Q: 3 clusters Score -3629002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3629002.000000 Penalty: 4924.788574
	Iteration 53F: 3 clusters Score -3629002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Entering Unmasked Estep 
Score: -1028907.312500 Penalty: 2152.469238
	Iteration 0F: 2 clusters Score -1028907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1023811.562500 Penalty: 4304.938477
	Iteration 0F: 3 clusters Score -1023812 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1025174.812500 Penalty: 4304.938477
	Iteration 1F: 3 clusters Score -1025175 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1025485.687500 Penalty: 4304.938477
	Iteration 2F: 3 clusters Score -1025486 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1025760.125000 Penalty: 4304.938477
	Iteration 3F: 3 clusters Score -1025760 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1026020.375000 Penalty: 4304.938477
	Iteration 4F: 3 clusters Score -1026020 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1026246.750000 Penalty: 4304.938477
	Iteration 5F: 3 clusters Score -1026247 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1026459.437500 Penalty: 4304.938477
	Iteration 6F: 3 clusters Score -1026459 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1026620.937500 Penalty: 4304.938477
	Iteration 7Q: 3 clusters Score -1026621 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1026741.500000 Penalty: 4304.938477
	Iteration 8Q: 3 clusters Score -1026742 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1026840.000000 Penalty: 4304.938477
	Iteration 9Q: 3 clusters Score -1026840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1026942.312500 Penalty: 4304.938477
	Iteration 10Q: 3 clusters Score -1026942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1027023.437500 Penalty: 4304.938477
	Iteration 11Q: 3 clusters Score -1027023 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1027085.937500 Penalty: 4304.938477
	Iteration 12Q: 3 clusters Score -1027086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1027128.750000 Penalty: 4304.938477
	Iteration 13Q: 3 clusters Score -1027129 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1027159.312500 Penalty: 4304.938477
	Iteration 14Q: 3 clusters Score -1027159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1027189.437500 Penalty: 4304.938477
	Iteration 15Q: 3 clusters Score -1027189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1027209.375000 Penalty: 4304.938477
	Iteration 16Q: 3 clusters Score -1027209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1027233.000000 Penalty: 4304.938477
	Iteration 17Q: 3 clusters Score -1027233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1027253.750000 Penalty: 4304.938477
	Iteration 18Q: 3 clusters Score -1027254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1027281.375000 Penalty: 4304.938477
	Iteration 19Q: 3 clusters Score -1027281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1027304.687500 Penalty: 4304.938477
	Iteration 20F: 3 clusters Score -1027305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1027339.250000 Penalty: 4304.938477
	Iteration 21Q: 3 clusters Score -1027339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1027377.000000 Penalty: 4304.938477
	Iteration 22Q: 3 clusters Score -1027377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1027408.625000 Penalty: 4304.938477
	Iteration 23Q: 3 clusters Score -1027409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1027436.375000 Penalty: 4304.938477
	Iteration 24Q: 3 clusters Score -1027436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1027461.375000 Penalty: 4304.938477
	Iteration 25Q: 3 clusters Score -1027461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1027481.750000 Penalty: 4304.938477
	Iteration 26Q: 3 clusters Score -1027482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1027497.250000 Penalty: 4304.938477
	Iteration 27Q: 3 clusters Score -1027497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1027515.500000 Penalty: 4304.938477
	Iteration 28Q: 3 clusters Score -1027516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1027532.625000 Penalty: 4304.938477
	Iteration 29Q: 3 clusters Score -1027533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1027553.500000 Penalty: 4304.938477
	Iteration 30Q: 3 clusters Score -1027554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1027571.625000 Penalty: 4304.938477
	Iteration 31Q: 3 clusters Score -1027572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1027578.500000 Penalty: 4304.938477
	Iteration 32Q: 3 clusters Score -1027578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1027583.500000 Penalty: 4304.938477
	Iteration 33Q: 3 clusters Score -1027584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1027590.375000 Penalty: 4304.938477
	Iteration 34Q: 3 clusters Score -1027590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1027596.250000 Penalty: 4304.938477
	Iteration 35Q: 3 clusters Score -1027596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1027603.687500 Penalty: 4304.938477
	Iteration 36Q: 3 clusters Score -1027604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1027613.437500 Penalty: 4304.938477
	Iteration 37Q: 3 clusters Score -1027613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1027616.750000 Penalty: 4304.938477
	Iteration 38Q: 3 clusters Score -1027617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1027620.687500 Penalty: 4304.938477
	Iteration 39Q: 3 clusters Score -1027621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1027624.125000 Penalty: 4304.938477
	Iteration 40F: 3 clusters Score -1027624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1027624.187500 Penalty: 4304.938477
	Iteration 41Q: 3 clusters Score -1027624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1027626.562500 Penalty: 4304.938477
	Iteration 42Q: 3 clusters Score -1027627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1027627.562500 Penalty: 4304.938477
	Iteration 43Q: 3 clusters Score -1027628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1027628.375000 Penalty: 4304.938477
	Iteration 44Q: 3 clusters Score -1027628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1027630.937500 Penalty: 4304.938477
	Iteration 45Q: 3 clusters Score -1027631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1027632.375000 Penalty: 4304.938477
	Iteration 46Q: 3 clusters Score -1027632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1027633.875000 Penalty: 4304.938477
	Iteration 47Q: 3 clusters Score -1027634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1027634.750000 Penalty: 4304.938477
	Iteration 48Q: 3 clusters Score -1027635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1027636.375000 Penalty: 4304.938477
	Iteration 49Q: 3 clusters Score -1027636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1027640.000000 Penalty: 4304.938477
	Iteration 50Q: 3 clusters Score -1027640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1027646.312500 Penalty: 4304.938477
	Iteration 51Q: 3 clusters Score -1027646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1027651.562500 Penalty: 4304.938477
	Iteration 52Q: 3 clusters Score -1027652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1027654.437500 Penalty: 4304.938477
	Iteration 53Q: 3 clusters Score -1027654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1027658.562500 Penalty: 4304.938477
	Iteration 54Q: 3 clusters Score -1027659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1027667.750000 Penalty: 4304.938477
	Iteration 55Q: 3 clusters Score -1027668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1027677.375000 Penalty: 4304.938477
	Iteration 56Q: 3 clusters Score -1027677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1027686.812500 Penalty: 4304.938477
	Iteration 57Q: 3 clusters Score -1027687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1027697.625000 Penalty: 4304.938477
	Iteration 58Q: 3 clusters Score -1027698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1027707.500000 Penalty: 4304.938477
	Iteration 59Q: 3 clusters Score -1027708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1027713.000000 Penalty: 4304.938477
	Iteration 60F: 3 clusters Score -1027713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1027721.062500 Penalty: 4304.938477
	Iteration 61Q: 3 clusters Score -1027721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1027726.375000 Penalty: 4304.938477
	Iteration 62Q: 3 clusters Score -1027726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1027735.750000 Penalty: 4304.938477
	Iteration 63Q: 3 clusters Score -1027736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1027746.312500 Penalty: 4304.938477
	Iteration 64Q: 3 clusters Score -1027746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1027753.625000 Penalty: 4304.938477
	Iteration 65Q: 3 clusters Score -1027754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1027757.250000 Penalty: 4304.938477
	Iteration 66Q: 3 clusters Score -1027757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1027764.562500 Penalty: 4304.938477
	Iteration 67Q: 3 clusters Score -1027765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1027771.562500 Penalty: 4304.938477
	Iteration 68Q: 3 clusters Score -1027772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1027777.312500 Penalty: 4304.938477
	Iteration 69Q: 3 clusters Score -1027777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1027785.750000 Penalty: 4304.938477
	Iteration 70Q: 3 clusters Score -1027786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1027800.187500 Penalty: 4304.938477
	Iteration 71Q: 3 clusters Score -1027800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1027817.187500 Penalty: 4304.938477
	Iteration 72Q: 3 clusters Score -1027817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1027823.625000 Penalty: 4304.938477
	Iteration 73Q: 3 clusters Score -1027824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1027826.625000 Penalty: 4304.938477
	Iteration 74Q: 3 clusters Score -1027827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1027830.937500 Penalty: 4304.938477
	Iteration 75Q: 3 clusters Score -1027831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1027837.812500 Penalty: 4304.938477
	Iteration 76Q: 3 clusters Score -1027838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1027847.312500 Penalty: 4304.938477
	Iteration 77Q: 3 clusters Score -1027847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1027847.500000 Penalty: 4304.938477
	Iteration 78Q: 3 clusters Score -1027848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1027852.562500 Penalty: 4304.938477
	Iteration 79Q: 3 clusters Score -1027853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1027865.125000 Penalty: 4304.938477
	Iteration 80F: 3 clusters Score -1027865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1027877.375000 Penalty: 4304.938477
	Iteration 81Q: 3 clusters Score -1027877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1027887.375000 Penalty: 4304.938477
	Iteration 82Q: 3 clusters Score -1027887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1027898.875000 Penalty: 4304.938477
	Iteration 83Q: 3 clusters Score -1027899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1027902.812500 Penalty: 4304.938477
	Iteration 84Q: 3 clusters Score -1027903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1027909.000000 Penalty: 4304.938477
	Iteration 85Q: 3 clusters Score -1027909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1027911.375000 Penalty: 4304.938477
	Iteration 86Q: 3 clusters Score -1027911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1027918.687500 Penalty: 4304.938477
	Iteration 87Q: 3 clusters Score -1027919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1027922.562500 Penalty: 4304.938477
	Iteration 88Q: 3 clusters Score -1027923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1027926.750000 Penalty: 4304.938477
	Iteration 89Q: 3 clusters Score -1027927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1027931.937500 Penalty: 4304.938477
	Iteration 90Q: 3 clusters Score -1027932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1027935.687500 Penalty: 4304.938477
	Iteration 91Q: 3 clusters Score -1027936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1027938.625000 Penalty: 4304.938477
	Iteration 92Q: 3 clusters Score -1027939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1027941.625000 Penalty: 4304.938477
	Iteration 93Q: 3 clusters Score -1027942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1027947.500000 Penalty: 4304.938477
	Iteration 94Q: 3 clusters Score -1027948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1027949.250000 Penalty: 4304.938477
	Iteration 95Q: 3 clusters Score -1027949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1027953.375000 Penalty: 4304.938477
	Iteration 96Q: 3 clusters Score -1027953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1027952.500000 Penalty: 4304.938477
	Iteration 97Q: 3 clusters Score -1027952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1027953.687500 Penalty: 4304.938477
	Iteration 98Q: 3 clusters Score -1027954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1027955.500000 Penalty: 4304.938477
	Iteration 99Q: 3 clusters Score -1027956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1027956.750000 Penalty: 4304.938477
	Iteration 100F: 3 clusters Score -1027957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1027957.437500 Penalty: 4304.938477
	Iteration 101Q: 3 clusters Score -1027957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1027957.125000 Penalty: 4304.938477
	Iteration 102Q: 3 clusters Score -1027957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1027957.000000 Penalty: 4304.938477
	Iteration 103Q: 3 clusters Score -1027957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1027957.750000 Penalty: 4304.938477
	Iteration 104Q: 3 clusters Score -1027958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1027957.312500 Penalty: 4304.938477
	Iteration 105Q: 3 clusters Score -1027957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1027958.312500 Penalty: 4304.938477
	Iteration 106Q: 3 clusters Score -1027958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1027960.250000 Penalty: 4304.938477
	Iteration 107Q: 3 clusters Score -1027960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1027960.250000 Penalty: 4304.938477
	Iteration 108F: 3 clusters Score -1027960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Entering Unmasked Estep 
Score: -1523101.625000 Penalty: 2246.356201
	Iteration 0F: 2 clusters Score -1523102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1516289.125000 Penalty: 4492.712402
	Iteration 0F: 3 clusters Score -1516289 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1518239.375000 Penalty: 4492.712402
	Iteration 1F: 3 clusters Score -1518239 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1518488.500000 Penalty: 4492.712402
	Iteration 2F: 3 clusters Score -1518488 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1518651.250000 Penalty: 4492.712402
	Iteration 3Q: 3 clusters Score -1518651 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1518776.375000 Penalty: 4492.712402
	Iteration 4Q: 3 clusters Score -1518776 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1518886.375000 Penalty: 4492.712402
	Iteration 5Q: 3 clusters Score -1518886 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1518984.875000 Penalty: 4492.712402
	Iteration 6Q: 3 clusters Score -1518985 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1519085.250000 Penalty: 4492.712402
	Iteration 7Q: 3 clusters Score -1519085 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1519206.625000 Penalty: 4492.712402
	Iteration 8Q: 3 clusters Score -1519207 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1519350.625000 Penalty: 4492.712402
	Iteration 9Q: 3 clusters Score -1519351 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1519520.875000 Penalty: 4492.712402
	Iteration 10Q: 3 clusters Score -1519521 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1519701.250000 Penalty: 4492.712402
	Iteration 11Q: 3 clusters Score -1519701 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1519888.000000 Penalty: 4492.712402
	Iteration 12Q: 3 clusters Score -1519888 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1520122.875000 Penalty: 4492.712402
	Iteration 13Q: 3 clusters Score -1520123 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1520352.750000 Penalty: 4492.712402
	Iteration 14Q: 3 clusters Score -1520353 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1520564.500000 Penalty: 4492.712402
	Iteration 15Q: 3 clusters Score -1520564 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1520727.875000 Penalty: 4492.712402
	Iteration 16Q: 3 clusters Score -1520728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1520860.500000 Penalty: 4492.712402
	Iteration 17Q: 3 clusters Score -1520860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1520961.500000 Penalty: 4492.712402
	Iteration 18Q: 3 clusters Score -1520962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1521003.125000 Penalty: 4492.712402
	Iteration 19Q: 3 clusters Score -1521003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1521038.750000 Penalty: 4492.712402
	Iteration 20F: 3 clusters Score -1521039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1521071.125000 Penalty: 4492.712402
	Iteration 21Q: 3 clusters Score -1521071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1521084.375000 Penalty: 4492.712402
	Iteration 22Q: 3 clusters Score -1521084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1521097.375000 Penalty: 4492.712402
	Iteration 23Q: 3 clusters Score -1521097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1521106.000000 Penalty: 4492.712402
	Iteration 24Q: 3 clusters Score -1521106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1521114.500000 Penalty: 4492.712402
	Iteration 25Q: 3 clusters Score -1521114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1521118.625000 Penalty: 4492.712402
	Iteration 26Q: 3 clusters Score -1521119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1521118.500000 Penalty: 4492.712402
	Iteration 27Q: 3 clusters Score -1521118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1521120.625000 Penalty: 4492.712402
	Iteration 28Q: 3 clusters Score -1521121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1521120.625000 Penalty: 4492.712402
	Iteration 29F: 3 clusters Score -1521121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -137002.218750 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -137002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -135079.640625 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -135079.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135889.781250 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -135889.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136183.156250 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -136183.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136333.468750 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -136333.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136389.218750 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -136389.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -136429.546875 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -136429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136450.421875 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -136450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136463.937500 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -136463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136470.937500 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -136470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136474.718750 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -136474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136476.375000 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -136476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136476.796875 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -136476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136476.796875 Penalty: 3489.929688
	Iteration 12F: 3 clusters Score -136476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Entering Unmasked Estep 
Score: -8269912.500000 Penalty: 2660.683105
	Iteration 0F: 2 clusters Score -8269912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -8240593.500000 Penalty: 5321.366211
	Iteration 0F: 3 clusters Score -8240594 nChanged 21026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8251940.500000 Penalty: 5321.366211
	Iteration 1F: 3 clusters Score -8251940 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -8252398.500000 Penalty: 5321.366211
	Iteration 2Q: 3 clusters Score -8252398 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -8252788.000000 Penalty: 5321.366211
	Iteration 3Q: 3 clusters Score -8252788 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -8253180.500000 Penalty: 5321.366211
	Iteration 4Q: 3 clusters Score -8253180 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -8253422.000000 Penalty: 5321.366211
	Iteration 5Q: 3 clusters Score -8253422 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8253662.500000 Penalty: 5321.366211
	Iteration 6Q: 3 clusters Score -8253662 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -8253832.500000 Penalty: 5321.366211
	Iteration 7Q: 3 clusters Score -8253832 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -8254048.500000 Penalty: 5321.366211
	Iteration 8Q: 3 clusters Score -8254048 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -8254295.000000 Penalty: 5321.366211
	Iteration 9Q: 3 clusters Score -8254295 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -8254511.000000 Penalty: 5321.366211
	Iteration 10Q: 3 clusters Score -8254511 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -8254878.500000 Penalty: 5321.366211
	Iteration 11Q: 3 clusters Score -8254878 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -8255344.000000 Penalty: 5321.366211
	Iteration 12Q: 3 clusters Score -8255344 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -8256088.000000 Penalty: 5321.366211
	Iteration 13Q: 3 clusters Score -8256088 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -8257093.500000 Penalty: 5321.366211
	Iteration 14Q: 3 clusters Score -8257094 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -8258427.500000 Penalty: 5321.366211
	Iteration 15Q: 3 clusters Score -8258428 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -8260125.000000 Penalty: 5321.366211
	Iteration 16F: 3 clusters Score -8260125 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -8261933.500000 Penalty: 5321.366211
	Iteration 17F: 3 clusters Score -8261934 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -8263368.500000 Penalty: 5321.366211
	Iteration 18Q: 3 clusters Score -8263368 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -8264430.000000 Penalty: 5321.366211
	Iteration 19Q: 3 clusters Score -8264430 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -8265155.000000 Penalty: 5321.366211
	Iteration 20F: 3 clusters Score -8265155 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8265720.000000 Penalty: 5321.366211
	Iteration 21Q: 3 clusters Score -8265720 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8266097.000000 Penalty: 5321.366211
	Iteration 22Q: 3 clusters Score -8266097 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8266415.000000 Penalty: 5321.366211
	Iteration 23Q: 3 clusters Score -8266415 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8266712.000000 Penalty: 5321.366211
	Iteration 24Q: 3 clusters Score -8266712 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8266970.500000 Penalty: 5321.366211
	Iteration 25Q: 3 clusters Score -8266970 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8267126.500000 Penalty: 5321.366211
	Iteration 26Q: 3 clusters Score -8267126 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8267235.000000 Penalty: 5321.366211
	Iteration 27Q: 3 clusters Score -8267235 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8267352.500000 Penalty: 5321.366211
	Iteration 28Q: 3 clusters Score -8267352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8267433.000000 Penalty: 5321.366211
	Iteration 29Q: 3 clusters Score -8267433 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8267490.000000 Penalty: 5321.366211
	Iteration 30Q: 3 clusters Score -8267490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8267563.000000 Penalty: 5321.366211
	Iteration 31Q: 3 clusters Score -8267563 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8267596.000000 Penalty: 5321.366211
	Iteration 32Q: 3 clusters Score -8267596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8267618.500000 Penalty: 5321.366211
	Iteration 33Q: 3 clusters Score -8267618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8267638.500000 Penalty: 5321.366211
	Iteration 34Q: 3 clusters Score -8267638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8267657.000000 Penalty: 5321.366211
	Iteration 35Q: 3 clusters Score -8267657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8267678.000000 Penalty: 5321.366211
	Iteration 36Q: 3 clusters Score -8267678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8267688.500000 Penalty: 5321.366211
	Iteration 37Q: 3 clusters Score -8267688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8267692.500000 Penalty: 5321.366211
	Iteration 38Q: 3 clusters Score -8267692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8267696.000000 Penalty: 5321.366211
	Iteration 39Q: 3 clusters Score -8267696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8267721.000000 Penalty: 5321.366211
	Iteration 40F: 3 clusters Score -8267721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8267723.000000 Penalty: 5321.366211
	Iteration 41Q: 3 clusters Score -8267723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8267736.000000 Penalty: 5321.366211
	Iteration 42Q: 3 clusters Score -8267736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8267738.000000 Penalty: 5321.366211
	Iteration 43Q: 3 clusters Score -8267738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8267742.000000 Penalty: 5321.366211
	Iteration 44Q: 3 clusters Score -8267742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8267746.000000 Penalty: 5321.366211
	Iteration 45Q: 3 clusters Score -8267746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8267756.000000 Penalty: 5321.366211
	Iteration 46Q: 3 clusters Score -8267756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8267758.000000 Penalty: 5321.366211
	Iteration 47Q: 3 clusters Score -8267758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8267771.000000 Penalty: 5321.366211
	Iteration 48Q: 3 clusters Score -8267771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8267775.500000 Penalty: 5321.366211
	Iteration 49Q: 3 clusters Score -8267776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8267784.000000 Penalty: 5321.366211
	Iteration 50Q: 3 clusters Score -8267784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8267780.000000 Penalty: 5321.366211
	Iteration 51Q: 3 clusters Score -8267780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8267778.000000 Penalty: 5321.366211
	Iteration 52Q: 3 clusters Score -8267778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8267778.000000 Penalty: 5321.366211
	Iteration 53F: 3 clusters Score -8267778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Entering Unmasked Estep 
Score: -9798430.000000 Penalty: 2704.417480
	Iteration 0F: 2 clusters Score -9798430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -9767427.000000 Penalty: 5408.834961
	Iteration 0F: 3 clusters Score -9767427 nChanged 25297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -9781370.000000 Penalty: 5408.834961
	Iteration 1F: 3 clusters Score -9781370 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -9781923.000000 Penalty: 5408.834961
	Iteration 2Q: 3 clusters Score -9781923 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -9782536.000000 Penalty: 5408.834961
	Iteration 3Q: 3 clusters Score -9782536 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -9783203.000000 Penalty: 5408.834961
	Iteration 4Q: 3 clusters Score -9783203 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -9783877.000000 Penalty: 5408.834961
	Iteration 5Q: 3 clusters Score -9783877 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -9784751.000000 Penalty: 5408.834961
	Iteration 6Q: 3 clusters Score -9784751 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -9785755.000000 Penalty: 5408.834961
	Iteration 7Q: 3 clusters Score -9785755 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -9786850.000000 Penalty: 5408.834961
	Iteration 8Q: 3 clusters Score -9786850 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -9788125.000000 Penalty: 5408.834961
	Iteration 9F: 3 clusters Score -9788125 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -9789427.000000 Penalty: 5408.834961
	Iteration 10F: 3 clusters Score -9789427 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -9790826.000000 Penalty: 5408.834961
	Iteration 11F: 3 clusters Score -9790826 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -9792096.000000 Penalty: 5408.834961
	Iteration 12F: 3 clusters Score -9792096 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -9793032.000000 Penalty: 5408.834961
	Iteration 13Q: 3 clusters Score -9793032 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -9793677.000000 Penalty: 5408.834961
	Iteration 14Q: 3 clusters Score -9793677 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -9794158.000000 Penalty: 5408.834961
	Iteration 15Q: 3 clusters Score -9794158 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -9794652.000000 Penalty: 5408.834961
	Iteration 16Q: 3 clusters Score -9794652 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9795145.000000 Penalty: 5408.834961
	Iteration 17Q: 3 clusters Score -9795145 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9795445.000000 Penalty: 5408.834961
	Iteration 18Q: 3 clusters Score -9795445 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9795652.000000 Penalty: 5408.834961
	Iteration 19Q: 3 clusters Score -9795652 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9795836.000000 Penalty: 5408.834961
	Iteration 20F: 3 clusters Score -9795836 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9795975.000000 Penalty: 5408.834961
	Iteration 21Q: 3 clusters Score -9795975 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9796053.000000 Penalty: 5408.834961
	Iteration 22Q: 3 clusters Score -9796053 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9796130.000000 Penalty: 5408.834961
	Iteration 23Q: 3 clusters Score -9796130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9796169.000000 Penalty: 5408.834961
	Iteration 24Q: 3 clusters Score -9796169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9796215.000000 Penalty: 5408.834961
	Iteration 25Q: 3 clusters Score -9796215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9796263.000000 Penalty: 5408.834961
	Iteration 26Q: 3 clusters Score -9796263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9796281.000000 Penalty: 5408.834961
	Iteration 27Q: 3 clusters Score -9796281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9796294.000000 Penalty: 5408.834961
	Iteration 28Q: 3 clusters Score -9796294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9796322.000000 Penalty: 5408.834961
	Iteration 29Q: 3 clusters Score -9796322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9796321.000000 Penalty: 5408.834961
	Iteration 30Q: 3 clusters Score -9796321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9796318.000000 Penalty: 5408.834961
	Iteration 31Q: 3 clusters Score -9796318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9796334.000000 Penalty: 5408.834961
	Iteration 32Q: 3 clusters Score -9796334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9796342.000000 Penalty: 5408.834961
	Iteration 33Q: 3 clusters Score -9796342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9796356.000000 Penalty: 5408.834961
	Iteration 34Q: 3 clusters Score -9796356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9796348.000000 Penalty: 5408.834961
	Iteration 35Q: 3 clusters Score -9796348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9796355.000000 Penalty: 5408.834961
	Iteration 36Q: 3 clusters Score -9796355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9796360.000000 Penalty: 5408.834961
	Iteration 37Q: 3 clusters Score -9796360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9796360.000000 Penalty: 5408.834961
	Iteration 38F: 3 clusters Score -9796360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Entering Unmasked Estep 
Score: -2472654.000000 Penalty: 2373.456543
	Iteration 0F: 2 clusters Score -2472654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2462258.000000 Penalty: 4746.913086
	Iteration 0F: 3 clusters Score -2462258 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2465801.500000 Penalty: 4746.913086
	Iteration 1F: 3 clusters Score -2465802 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2466298.500000 Penalty: 4746.913086
	Iteration 2F: 3 clusters Score -2466298 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2466700.500000 Penalty: 4746.913086
	Iteration 3F: 3 clusters Score -2466700 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2467023.000000 Penalty: 4746.913086
	Iteration 4F: 3 clusters Score -2467023 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2467345.000000 Penalty: 4746.913086
	Iteration 5Q: 3 clusters Score -2467345 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2467672.500000 Penalty: 4746.913086
	Iteration 6Q: 3 clusters Score -2467672 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2467971.750000 Penalty: 4746.913086
	Iteration 7Q: 3 clusters Score -2467972 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2468301.750000 Penalty: 4746.913086
	Iteration 8Q: 3 clusters Score -2468302 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2468605.250000 Penalty: 4746.913086
	Iteration 9Q: 3 clusters Score -2468605 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2468889.750000 Penalty: 4746.913086
	Iteration 10Q: 3 clusters Score -2468890 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2469132.500000 Penalty: 4746.913086
	Iteration 11Q: 3 clusters Score -2469132 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2469326.000000 Penalty: 4746.913086
	Iteration 12Q: 3 clusters Score -2469326 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2469483.500000 Penalty: 4746.913086
	Iteration 13Q: 3 clusters Score -2469484 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2469615.500000 Penalty: 4746.913086
	Iteration 14Q: 3 clusters Score -2469616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2469734.000000 Penalty: 4746.913086
	Iteration 15Q: 3 clusters Score -2469734 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2469833.250000 Penalty: 4746.913086
	Iteration 16Q: 3 clusters Score -2469833 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2469923.750000 Penalty: 4746.913086
	Iteration 17Q: 3 clusters Score -2469924 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2470006.750000 Penalty: 4746.913086
	Iteration 18Q: 3 clusters Score -2470007 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2470074.750000 Penalty: 4746.913086
	Iteration 19Q: 3 clusters Score -2470075 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2470160.750000 Penalty: 4746.913086
	Iteration 20F: 3 clusters Score -2470161 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2470232.250000 Penalty: 4746.913086
	Iteration 21Q: 3 clusters Score -2470232 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2470311.750000 Penalty: 4746.913086
	Iteration 22Q: 3 clusters Score -2470312 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2470381.750000 Penalty: 4746.913086
	Iteration 23Q: 3 clusters Score -2470382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2470437.500000 Penalty: 4746.913086
	Iteration 24Q: 3 clusters Score -2470438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2470481.000000 Penalty: 4746.913086
	Iteration 25Q: 3 clusters Score -2470481 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2470516.000000 Penalty: 4746.913086
	Iteration 26Q: 3 clusters Score -2470516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2470547.750000 Penalty: 4746.913086
	Iteration 27Q: 3 clusters Score -2470548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2470567.500000 Penalty: 4746.913086
	Iteration 28Q: 3 clusters Score -2470568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2470590.750000 Penalty: 4746.913086
	Iteration 29Q: 3 clusters Score -2470591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2470611.250000 Penalty: 4746.913086
	Iteration 30Q: 3 clusters Score -2470611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2470637.500000 Penalty: 4746.913086
	Iteration 31Q: 3 clusters Score -2470638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2470664.500000 Penalty: 4746.913086
	Iteration 32Q: 3 clusters Score -2470664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2470676.250000 Penalty: 4746.913086
	Iteration 33Q: 3 clusters Score -2470676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2470691.500000 Penalty: 4746.913086
	Iteration 34Q: 3 clusters Score -2470692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2470714.750000 Penalty: 4746.913086
	Iteration 35Q: 3 clusters Score -2470715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2470724.750000 Penalty: 4746.913086
	Iteration 36Q: 3 clusters Score -2470725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2470741.000000 Penalty: 4746.913086
	Iteration 37Q: 3 clusters Score -2470741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2470751.000000 Penalty: 4746.913086
	Iteration 38Q: 3 clusters Score -2470751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2470767.000000 Penalty: 4746.913086
	Iteration 39Q: 3 clusters Score -2470767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2470784.000000 Penalty: 4746.913086
	Iteration 40F: 3 clusters Score -2470784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2470799.750000 Penalty: 4746.913086
	Iteration 41Q: 3 clusters Score -2470800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2470813.250000 Penalty: 4746.913086
	Iteration 42Q: 3 clusters Score -2470813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2470824.750000 Penalty: 4746.913086
	Iteration 43Q: 3 clusters Score -2470825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2470830.500000 Penalty: 4746.913086
	Iteration 44Q: 3 clusters Score -2470830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2470840.750000 Penalty: 4746.913086
	Iteration 45Q: 3 clusters Score -2470841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2470847.750000 Penalty: 4746.913086
	Iteration 46Q: 3 clusters Score -2470848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2470852.750000 Penalty: 4746.913086
	Iteration 47Q: 3 clusters Score -2470853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2470864.000000 Penalty: 4746.913086
	Iteration 48Q: 3 clusters Score -2470864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2470868.250000 Penalty: 4746.913086
	Iteration 49Q: 3 clusters Score -2470868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2470879.000000 Penalty: 4746.913086
	Iteration 50Q: 3 clusters Score -2470879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2470882.750000 Penalty: 4746.913086
	Iteration 51Q: 3 clusters Score -2470883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2470897.250000 Penalty: 4746.913086
	Iteration 52Q: 3 clusters Score -2470897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2470906.750000 Penalty: 4746.913086
	Iteration 53Q: 3 clusters Score -2470907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2470914.500000 Penalty: 4746.913086
	Iteration 54Q: 3 clusters Score -2470914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2470927.750000 Penalty: 4746.913086
	Iteration 55Q: 3 clusters Score -2470928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2470926.500000 Penalty: 4746.913086
	Iteration 56Q: 3 clusters Score -2470926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2470937.000000 Penalty: 4746.913086
	Iteration 57Q: 3 clusters Score -2470937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2470944.250000 Penalty: 4746.913086
	Iteration 58Q: 3 clusters Score -2470944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2470949.250000 Penalty: 4746.913086
	Iteration 59Q: 3 clusters Score -2470949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2470963.500000 Penalty: 4746.913086
	Iteration 60F: 3 clusters Score -2470964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2470969.250000 Penalty: 4746.913086
	Iteration 61Q: 3 clusters Score -2470969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2470977.500000 Penalty: 4746.913086
	Iteration 62Q: 3 clusters Score -2470978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2470977.500000 Penalty: 4746.913086
	Iteration 63Q: 3 clusters Score -2470978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2470986.250000 Penalty: 4746.913086
	Iteration 64Q: 3 clusters Score -2470986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2470989.250000 Penalty: 4746.913086
	Iteration 65Q: 3 clusters Score -2470989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2470992.000000 Penalty: 4746.913086
	Iteration 66Q: 3 clusters Score -2470992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2470996.500000 Penalty: 4746.913086
	Iteration 67Q: 3 clusters Score -2470996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2470995.750000 Penalty: 4746.913086
	Iteration 68Q: 3 clusters Score -2470996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2471008.250000 Penalty: 4746.913086
	Iteration 69Q: 3 clusters Score -2471008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2471013.000000 Penalty: 4746.913086
	Iteration 70Q: 3 clusters Score -2471013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2471017.750000 Penalty: 4746.913086
	Iteration 71Q: 3 clusters Score -2471018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2471017.750000 Penalty: 4746.913086
	Iteration 72Q: 3 clusters Score -2471018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2471026.500000 Penalty: 4746.913086
	Iteration 73Q: 3 clusters Score -2471026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2471029.500000 Penalty: 4746.913086
	Iteration 74Q: 3 clusters Score -2471030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2471038.000000 Penalty: 4746.913086
	Iteration 75Q: 3 clusters Score -2471038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2471041.250000 Penalty: 4746.913086
	Iteration 76Q: 3 clusters Score -2471041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2471038.500000 Penalty: 4746.913086
	Iteration 77Q: 3 clusters Score -2471038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2471042.500000 Penalty: 4746.913086
	Iteration 78Q: 3 clusters Score -2471042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2471047.750000 Penalty: 4746.913086
	Iteration 79Q: 3 clusters Score -2471048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2471044.750000 Penalty: 4746.913086
	Iteration 80F: 3 clusters Score -2471045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2471051.000000 Penalty: 4746.913086
	Iteration 81Q: 3 clusters Score -2471051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2471053.000000 Penalty: 4746.913086
	Iteration 82Q: 3 clusters Score -2471053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2471050.750000 Penalty: 4746.913086
	Iteration 83Q: 3 clusters Score -2471051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2471052.500000 Penalty: 4746.913086
	Iteration 84Q: 3 clusters Score -2471052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2471052.500000 Penalty: 4746.913086
	Iteration 85F: 3 clusters Score -2471052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Entering Unmasked Estep 
Score: -7975238.500000 Penalty: 2656.767578
	Iteration 0F: 2 clusters Score -7975238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -7945817.500000 Penalty: 5313.535156
	Iteration 0F: 3 clusters Score -7945818 nChanged 20631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -7957326.500000 Penalty: 5313.535156
	Iteration 1F: 3 clusters Score -7957326 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -7957960.000000 Penalty: 5313.535156
	Iteration 2Q: 3 clusters Score -7957960 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -7958826.000000 Penalty: 5313.535156
	Iteration 3Q: 3 clusters Score -7958826 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7959959.500000 Penalty: 5313.535156
	Iteration 4F: 3 clusters Score -7959960 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -7961526.500000 Penalty: 5313.535156
	Iteration 5F: 3 clusters Score -7961526 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -7963442.500000 Penalty: 5313.535156
	Iteration 6F: 3 clusters Score -7963442 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7965633.500000 Penalty: 5313.535156
	Iteration 7F: 3 clusters Score -7965634 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -7967722.500000 Penalty: 5313.535156
	Iteration 8F: 3 clusters Score -7967722 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -7969390.000000 Penalty: 5313.535156
	Iteration 9F: 3 clusters Score -7969390 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7970580.500000 Penalty: 5313.535156
	Iteration 10Q: 3 clusters Score -7970580 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7971425.000000 Penalty: 5313.535156
	Iteration 11Q: 3 clusters Score -7971425 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -7971993.000000 Penalty: 5313.535156
	Iteration 12Q: 3 clusters Score -7971993 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7972428.500000 Penalty: 5313.535156
	Iteration 13Q: 3 clusters Score -7972428 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -7972728.500000 Penalty: 5313.535156
	Iteration 14Q: 3 clusters Score -7972728 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7973001.500000 Penalty: 5313.535156
	Iteration 15Q: 3 clusters Score -7973002 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7973262.500000 Penalty: 5313.535156
	Iteration 16Q: 3 clusters Score -7973262 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -7973422.500000 Penalty: 5313.535156
	Iteration 17Q: 3 clusters Score -7973422 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -7973610.500000 Penalty: 5313.535156
	Iteration 18Q: 3 clusters Score -7973610 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -7973798.500000 Penalty: 5313.535156
	Iteration 19Q: 3 clusters Score -7973798 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -7973942.000000 Penalty: 5313.535156
	Iteration 20F: 3 clusters Score -7973942 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -7974088.000000 Penalty: 5313.535156
	Iteration 21Q: 3 clusters Score -7974088 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -7974223.500000 Penalty: 5313.535156
	Iteration 22Q: 3 clusters Score -7974224 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -7974345.000000 Penalty: 5313.535156
	Iteration 23Q: 3 clusters Score -7974345 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -7974439.000000 Penalty: 5313.535156
	Iteration 24Q: 3 clusters Score -7974439 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -7974486.000000 Penalty: 5313.535156
	Iteration 25Q: 3 clusters Score -7974486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -7974557.500000 Penalty: 5313.535156
	Iteration 26Q: 3 clusters Score -7974558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -7974568.500000 Penalty: 5313.535156
	Iteration 27Q: 3 clusters Score -7974568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -7974569.500000 Penalty: 5313.535156
	Iteration 28Q: 3 clusters Score -7974570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -7974578.500000 Penalty: 5313.535156
	Iteration 29Q: 3 clusters Score -7974578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -7974584.500000 Penalty: 5313.535156
	Iteration 30Q: 3 clusters Score -7974584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -7974590.500000 Penalty: 5313.535156
	Iteration 31Q: 3 clusters Score -7974590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -7974596.000000 Penalty: 5313.535156
	Iteration 32Q: 3 clusters Score -7974596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -7974595.500000 Penalty: 5313.535156
	Iteration 33Q: 3 clusters Score -7974596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -7974591.000000 Penalty: 5313.535156
	Iteration 34Q: 3 clusters Score -7974591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -7974588.000000 Penalty: 5313.535156
	Iteration 35Q: 3 clusters Score -7974588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -7974585.000000 Penalty: 5313.535156
	Iteration 36Q: 3 clusters Score -7974585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -7974585.500000 Penalty: 5313.535156
	Iteration 37F: 3 clusters Score -7974586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -7974589.000000 Penalty: 5313.535156
	Iteration 38Q: 3 clusters Score -7974589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -7974589.000000 Penalty: 5313.535156
	Iteration 39Q: 3 clusters Score -7974589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -7974589.000000 Penalty: 5313.535156
	Iteration 40F: 3 clusters Score -7974589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Entering Unmasked Estep 
Score: -7769121.500000 Penalty: 2647.768311
	Iteration 0F: 2 clusters Score -7769122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -7740393.500000 Penalty: 5295.536621
	Iteration 0F: 3 clusters Score -7740394 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -7751387.000000 Penalty: 5295.536621
	Iteration 1F: 3 clusters Score -7751387 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -7752001.000000 Penalty: 5295.536621
	Iteration 2Q: 3 clusters Score -7752001 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -7752611.000000 Penalty: 5295.536621
	Iteration 3Q: 3 clusters Score -7752611 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -7753475.500000 Penalty: 5295.536621
	Iteration 4Q: 3 clusters Score -7753476 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -7754654.500000 Penalty: 5295.536621
	Iteration 5F: 3 clusters Score -7754654 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -7756406.000000 Penalty: 5295.536621
	Iteration 6F: 3 clusters Score -7756406 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -7758949.000000 Penalty: 5295.536621
	Iteration 7F: 3 clusters Score -7758949 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7761851.000000 Penalty: 5295.536621
	Iteration 8F: 3 clusters Score -7761851 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7764276.000000 Penalty: 5295.536621
	Iteration 9F: 3 clusters Score -7764276 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7765738.000000 Penalty: 5295.536621
	Iteration 10Q: 3 clusters Score -7765738 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7766406.500000 Penalty: 5295.536621
	Iteration 11Q: 3 clusters Score -7766406 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7766669.500000 Penalty: 5295.536621
	Iteration 12Q: 3 clusters Score -7766670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7766767.500000 Penalty: 5295.536621
	Iteration 13Q: 3 clusters Score -7766768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7766810.000000 Penalty: 5295.536621
	Iteration 14Q: 3 clusters Score -7766810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7766825.000000 Penalty: 5295.536621
	Iteration 15Q: 3 clusters Score -7766825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7766853.500000 Penalty: 5295.536621
	Iteration 16Q: 3 clusters Score -7766854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7766872.500000 Penalty: 5295.536621
	Iteration 17Q: 3 clusters Score -7766872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7766896.000000 Penalty: 5295.536621
	Iteration 18Q: 3 clusters Score -7766896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7766911.500000 Penalty: 5295.536621
	Iteration 19Q: 3 clusters Score -7766912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7766921.500000 Penalty: 5295.536621
	Iteration 20F: 3 clusters Score -7766922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7766930.500000 Penalty: 5295.536621
	Iteration 21Q: 3 clusters Score -7766930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7766934.000000 Penalty: 5295.536621
	Iteration 22Q: 3 clusters Score -7766934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7766940.000000 Penalty: 5295.536621
	Iteration 23Q: 3 clusters Score -7766940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7766949.500000 Penalty: 5295.536621
	Iteration 24Q: 3 clusters Score -7766950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7766950.500000 Penalty: 5295.536621
	Iteration 25Q: 3 clusters Score -7766950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7766950.500000 Penalty: 5295.536621
	Iteration 26F: 3 clusters Score -7766950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Entering Unmasked Estep 
Score: -7663501.000000 Penalty: 2641.425537
	Iteration 0F: 2 clusters Score -7663501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -7635599.000000 Penalty: 5282.851074
	Iteration 0F: 3 clusters Score -7635599 nChanged 19561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -7646207.500000 Penalty: 5282.851074
	Iteration 1F: 3 clusters Score -7646208 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7646663.500000 Penalty: 5282.851074
	Iteration 2Q: 3 clusters Score -7646664 nChanged 1550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7647096 nChanged 1577
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Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7647496 nChanged 1476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7647974 nChanged 1479
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Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7648376 nChanged 1474
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Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7648849 nChanged 1390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7649312 nChanged 1488
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Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7649835 nChanged 1563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7650524 nChanged 1697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7651308 nChanged 1835
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7652356 nChanged 2047
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7653555 nChanged 2041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7654702 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7655710 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7656450 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7656940 nChanged 920
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7657300 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7657696 nChanged 841
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7658078 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7658490 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7658879 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -7659319.500000 Penalty: 5282.851074
	Iteration 23Q: 3 clusters Score -7659320 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7659647 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7659941 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7660194 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7660414 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7660558 nChanged 452
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Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7660692 nChanged 424
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Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7660784 nChanged 411
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Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7660885 nChanged 378
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Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7660980 nChanged 361
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Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7661054 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7661104 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7661163 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7661182 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7661220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7661234 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7661288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7661308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7661362 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7661386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7661420 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7661444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7661448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7661466 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7661495 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7661502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7661493 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7661496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7661487.000000 Penalty: 5282.851074
	Iteration 51Q: 3 clusters Score -7661487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7661478.000000 Penalty: 5282.851074
	Iteration 52Q: 3 clusters Score -7661478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7661486.000000 Penalty: 5282.851074
	Iteration 53Q: 3 clusters Score -7661486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7661480.000000 Penalty: 5282.851074
	Iteration 54Q: 3 clusters Score -7661480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7661480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7661484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7661492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7661500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7661502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7661502 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7661502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7661517.000000 Penalty: 5282.851074
	Iteration 62Q: 3 clusters Score -7661517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7661505.500000 Penalty: 5282.851074
	Iteration 63Q: 3 clusters Score -7661506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7661504.000000 Penalty: 5282.851074
	Iteration 64Q: 3 clusters Score -7661504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7661509.000000 Penalty: 5282.851074
	Iteration 65Q: 3 clusters Score -7661509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7661504.500000 Penalty: 5282.851074
	Iteration 66Q: 3 clusters Score -7661504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7661503.000000 Penalty: 5282.851074
	Iteration 67Q: 3 clusters Score -7661503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7661508.500000 Penalty: 5282.851074
	Iteration 68Q: 3 clusters Score -7661508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7661507.000000 Penalty: 5282.851074
	Iteration 69Q: 3 clusters Score -7661507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7661507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7661512.500000 Penalty: 5282.851074
	Iteration 71Q: 3 clusters Score -7661512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7661518.500000 Penalty: 5282.851074
	Iteration 72Q: 3 clusters Score -7661518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7661516.500000 Penalty: 5282.851074
	Iteration 73Q: 3 clusters Score -7661516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7661514.500000 Penalty: 5282.851074
	Iteration 74Q: 3 clusters Score -7661514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7661522.500000 Penalty: 5282.851074
	Iteration 75Q: 3 clusters Score -7661522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7661516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7661515.000000 Penalty: 5282.851074
	Iteration 77Q: 3 clusters Score -7661515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7661516.000000 Penalty: 5282.851074
	Iteration 78Q: 3 clusters Score -7661516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7661524.500000 Penalty: 5282.851074
	Iteration 79Q: 3 clusters Score -7661524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7661523.500000 Penalty: 5282.851074
	Iteration 80F: 3 clusters Score -7661524 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7661522 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7661524 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
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	Iteration 83F: 3 clusters Score -7661524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14221 members 
Entering Unmasked Estep 
Score: -2405788.750000 Penalty: 2371.493896
	Iteration 0F: 2 clusters Score -2405789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2395400 nChanged 6170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2398981.750000 Penalty: 4742.987793
	Iteration 1F: 3 clusters Score -2398982 nChanged 1085
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2399736 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2400628.750000 Penalty: 4742.987793
	Iteration 3F: 3 clusters Score -2400629 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2401535.500000 Penalty: 4742.987793
	Iteration 4F: 3 clusters Score -2401536 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2402267.000000 Penalty: 4742.987793
	Iteration 5F: 3 clusters Score -2402267 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2402813.500000 Penalty: 4742.987793
	Iteration 6F: 3 clusters Score -2402814 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2403169.500000 Penalty: 4742.987793
	Iteration 7Q: 3 clusters Score -2403170 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2403405.500000 Penalty: 4742.987793
	Iteration 8Q: 3 clusters Score -2403406 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2403541.000000 Penalty: 4742.987793
	Iteration 9Q: 3 clusters Score -2403541 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2403634.500000 Penalty: 4742.987793
	Iteration 10Q: 3 clusters Score -2403634 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2403717.750000 Penalty: 4742.987793
	Iteration 11Q: 3 clusters Score -2403718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2403800.250000 Penalty: 4742.987793
	Iteration 12Q: 3 clusters Score -2403800 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2403879.750000 Penalty: 4742.987793
	Iteration 13Q: 3 clusters Score -2403880 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2403996.500000 Penalty: 4742.987793
	Iteration 14Q: 3 clusters Score -2403996 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2404172.500000 Penalty: 4742.987793
	Iteration 15Q: 3 clusters Score -2404172 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2404385.500000 Penalty: 4742.987793
	Iteration 16Q: 3 clusters Score -2404386 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2404640.500000 Penalty: 4742.987793
	Iteration 17Q: 3 clusters Score -2404640 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2404888.250000 Penalty: 4742.987793
	Iteration 18Q: 3 clusters Score -2404888 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2405065.750000 Penalty: 4742.987793
	Iteration 19Q: 3 clusters Score -2405066 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2405180.750000 Penalty: 4742.987793
	Iteration 20F: 3 clusters Score -2405181 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2405262.250000 Penalty: 4742.987793
	Iteration 21Q: 3 clusters Score -2405262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2405320.750000 Penalty: 4742.987793
	Iteration 22Q: 3 clusters Score -2405321 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2405388.500000 Penalty: 4742.987793
	Iteration 23Q: 3 clusters Score -2405388 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2405446.750000 Penalty: 4742.987793
	Iteration 24Q: 3 clusters Score -2405447 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2405499.750000 Penalty: 4742.987793
	Iteration 25Q: 3 clusters Score -2405500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2405532.000000 Penalty: 4742.987793
	Iteration 26Q: 3 clusters Score -2405532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2405564.750000 Penalty: 4742.987793
	Iteration 27Q: 3 clusters Score -2405565 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2405603.000000 Penalty: 4742.987793
	Iteration 28Q: 3 clusters Score -2405603 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2405629.500000 Penalty: 4742.987793
	Iteration 29Q: 3 clusters Score -2405630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2405653.750000 Penalty: 4742.987793
	Iteration 30Q: 3 clusters Score -2405654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2405686.750000 Penalty: 4742.987793
	Iteration 31Q: 3 clusters Score -2405687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2405705.500000 Penalty: 4742.987793
	Iteration 32Q: 3 clusters Score -2405706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2405733.000000 Penalty: 4742.987793
	Iteration 33Q: 3 clusters Score -2405733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2405755.500000 Penalty: 4742.987793
	Iteration 34Q: 3 clusters Score -2405756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2405770.000000 Penalty: 4742.987793
	Iteration 35Q: 3 clusters Score -2405770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2405783.750000 Penalty: 4742.987793
	Iteration 36Q: 3 clusters Score -2405784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2405803.500000 Penalty: 4742.987793
	Iteration 37Q: 3 clusters Score -2405804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2405828.250000 Penalty: 4742.987793
	Iteration 38Q: 3 clusters Score -2405828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2405903.750000 Penalty: 4742.987793
	Iteration 39Q: 3 clusters Score -2405904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2406025.500000 Penalty: 4742.987793
	Iteration 40F: 3 clusters Score -2406026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2406108.250000 Penalty: 4742.987793
	Iteration 41Q: 3 clusters Score -2406108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2406192.250000 Penalty: 4742.987793
	Iteration 42Q: 3 clusters Score -2406192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2406259.000000 Penalty: 4742.987793
	Iteration 43Q: 3 clusters Score -2406259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2406289.250000 Penalty: 4742.987793
	Iteration 44Q: 3 clusters Score -2406289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2406298.500000 Penalty: 4742.987793
	Iteration 45Q: 3 clusters Score -2406298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2406313.000000 Penalty: 4742.987793
	Iteration 46Q: 3 clusters Score -2406313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2406316.000000 Penalty: 4742.987793
	Iteration 47Q: 3 clusters Score -2406316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2406313.500000 Penalty: 4742.987793
	Iteration 48Q: 3 clusters Score -2406314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2406316.000000 Penalty: 4742.987793
	Iteration 49Q: 3 clusters Score -2406316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2406317.000000 Penalty: 4742.987793
	Iteration 50Q: 3 clusters Score -2406317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2406321.500000 Penalty: 4742.987793
	Iteration 51Q: 3 clusters Score -2406322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2406324.000000 Penalty: 4742.987793
	Iteration 52Q: 3 clusters Score -2406324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2406330.000000 Penalty: 4742.987793
	Iteration 53Q: 3 clusters Score -2406330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2406336.250000 Penalty: 4742.987793
	Iteration 54Q: 3 clusters Score -2406336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2406336.500000 Penalty: 4742.987793
	Iteration 55Q: 3 clusters Score -2406336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2406346.750000 Penalty: 4742.987793
	Iteration 56Q: 3 clusters Score -2406347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2406355.000000 Penalty: 4742.987793
	Iteration 57Q: 3 clusters Score -2406355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2406372.000000 Penalty: 4742.987793
	Iteration 58Q: 3 clusters Score -2406372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2406386.500000 Penalty: 4742.987793
	Iteration 59Q: 3 clusters Score -2406386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2406394.500000 Penalty: 4742.987793
	Iteration 60F: 3 clusters Score -2406394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2406399.250000 Penalty: 4742.987793
	Iteration 61Q: 3 clusters Score -2406399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2406403.500000 Penalty: 4742.987793
	Iteration 62Q: 3 clusters Score -2406404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2406402.250000 Penalty: 4742.987793
	Iteration 63Q: 3 clusters Score -2406402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2406399.750000 Penalty: 4742.987793
	Iteration 64Q: 3 clusters Score -2406400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2406400.500000 Penalty: 4742.987793
	Iteration 65Q: 3 clusters Score -2406400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2406400.500000 Penalty: 4742.987793
	Iteration 66F: 3 clusters Score -2406400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 13019 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43739 members 
Mstep: Class 7 contains 22783 members 
Mstep: Class 8 contains 33782 members 
Mstep: Class 9 contains 42516 members 
Mstep: Class 10 contains 24953 members 
Mstep: Class 11 contains 37917 members 
Mstep: Class 12 contains 20517 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45641 members 
Mstep: Class 17 contains 54443 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 44926 members 
Mstep: Class 20 contains 43325 members 
Mstep: Class 21 contains 42231 members 
Mstep: Class 22 contains 11807 members 
Mstep: Class 23 contains 30374 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 52845 members 
Mstep: Class 27 contains 47885 members 
Mstep: Class 28 contains 39369 members 
Mstep: Class 29 contains 41075 members 
Mstep: Class 30 contains 12272 members 
Mstep: Class 31 contains 45252 members 
Mstep: Class 32 contains 12454 members 
Mstep: Class 33 contains 44269 members 
Mstep: Class 34 contains 19375 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 43085 members 
Mstep: Class 37 contains 69600 members 
Mstep: Class 38 contains 46378 members 
Mstep: Class 39 contains 45095 members 
Mstep: Class 40 contains 2414 members 
Entering Unmasked Estep 
Score: -196422272.000000 Penalty: 138191.531250
Splitting cluster 22 changes total score from -196423120.000000 to -196422272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (30374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Entering Unmasked Estep 
Score: -5409070.000000 Penalty: 2559.692871
	Iteration 0F: 2 clusters Score -5409070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5388159.000000 Penalty: 5119.385742
	Iteration 0F: 3 clusters Score -5388159 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5395582.500000 Penalty: 5119.385742
	Iteration 1F: 3 clusters Score -5395582 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5395939.000000 Penalty: 5119.385742
	Iteration 2Q: 3 clusters Score -5395939 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -5396270.500000 Penalty: 5119.385742
	Iteration 3Q: 3 clusters Score -5396270 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -5396547.500000 Penalty: 5119.385742
	Iteration 4Q: 3 clusters Score -5396548 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5396783.500000 Penalty: 5119.385742
	Iteration 5Q: 3 clusters Score -5396784 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -5397037.500000 Penalty: 5119.385742
	Iteration 6Q: 3 clusters Score -5397038 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5397244.000000 Penalty: 5119.385742
	Iteration 7Q: 3 clusters Score -5397244 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5397505.000000 Penalty: 5119.385742
	Iteration 8Q: 3 clusters Score -5397505 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5397771.000000 Penalty: 5119.385742
	Iteration 9Q: 3 clusters Score -5397771 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5398178.500000 Penalty: 5119.385742
	Iteration 10Q: 3 clusters Score -5398178 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5398762.500000 Penalty: 5119.385742
	Iteration 11Q: 3 clusters Score -5398762 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5399739.000000 Penalty: 5119.385742
	Iteration 12F: 3 clusters Score -5399739 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5401040.000000 Penalty: 5119.385742
	Iteration 13F: 3 clusters Score -5401040 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -5402688.000000 Penalty: 5119.385742
	Iteration 14F: 3 clusters Score -5402688 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -5404354.500000 Penalty: 5119.385742
	Iteration 15F: 3 clusters Score -5404354 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -5405553.000000 Penalty: 5119.385742
	Iteration 16Q: 3 clusters Score -5405553 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5406215.500000 Penalty: 5119.385742
	Iteration 17Q: 3 clusters Score -5406216 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -5406521.000000 Penalty: 5119.385742
	Iteration 18Q: 3 clusters Score -5406521 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5406648.000000 Penalty: 5119.385742
	Iteration 19Q: 3 clusters Score -5406648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -5406725.000000 Penalty: 5119.385742
	Iteration 20F: 3 clusters Score -5406725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -5406755.000000 Penalty: 5119.385742
	Iteration 21Q: 3 clusters Score -5406755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -5406766.500000 Penalty: 5119.385742
	Iteration 22Q: 3 clusters Score -5406766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5406770.500000 Penalty: 5119.385742
	Iteration 23Q: 3 clusters Score -5406770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -5406776.500000 Penalty: 5119.385742
	Iteration 24Q: 3 clusters Score -5406776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -5406789.500000 Penalty: 5119.385742
	Iteration 25Q: 3 clusters Score -5406790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -5406795.000000 Penalty: 5119.385742
	Iteration 26Q: 3 clusters Score -5406795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -5406807.000000 Penalty: 5119.385742
	Iteration 27Q: 3 clusters Score -5406807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -5406815.500000 Penalty: 5119.385742
	Iteration 28Q: 3 clusters Score -5406816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -5406809.500000 Penalty: 5119.385742
	Iteration 29Q: 3 clusters Score -5406810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5406816.500000 Penalty: 5119.385742
	Iteration 30Q: 3 clusters Score -5406816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -5406817.500000 Penalty: 5119.385742
	Iteration 31Q: 3 clusters Score -5406818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -5406815.500000 Penalty: 5119.385742
	Iteration 32Q: 3 clusters Score -5406816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5406812.500000 Penalty: 5119.385742
	Iteration 33Q: 3 clusters Score -5406812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5406812.500000 Penalty: 5119.385742
	Iteration 34F: 3 clusters Score -5406812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -379651.062500 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -379651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -376881.281250 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -376881.3 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -377674.031250 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -377674 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -378042.187500 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -378042.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -378275.937500 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -378275.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -378571.468750 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -378571.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -378958.593750 Penalty: 3846.647949
	Iteration 5F: 3 clusters Score -378958.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -379231.437500 Penalty: 3846.647949
	Iteration 6F: 3 clusters Score -379231.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -379428.718750 Penalty: 3846.647949
	Iteration 7F: 3 clusters Score -379428.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -379549.375000 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -379549.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -379614.187500 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -379614.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -379655.406250 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -379655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -379668.281250 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -379668.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -379678.406250 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -379678.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379681.562500 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -379681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -379684.187500 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -379684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -379685.125000 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -379685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -379685.125000 Penalty: 3846.647949
	Iteration 16F: 3 clusters Score -379685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 13019 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 43739 members 
Mstep: Class 7 contains 22783 members 
Mstep: Class 8 contains 33782 members 
Mstep: Class 9 contains 42516 members 
Mstep: Class 10 contains 24953 members 
Mstep: Class 11 contains 37917 members 
Mstep: Class 12 contains 20517 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 45641 members 
Mstep: Class 17 contains 54443 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 44926 members 
Mstep: Class 20 contains 43325 members 
Mstep: Class 21 contains 42231 members 
Mstep: Class 22 contains 14221 members 
Mstep: Class 23 contains 30374 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 1248 members 
Mstep: Class 26 contains 52845 members 
Mstep: Class 27 contains 47885 members 
Mstep: Class 28 contains 39369 members 
Mstep: Class 29 contains 41075 members 
Mstep: Class 30 contains 12272 members 
Mstep: Class 31 contains 45252 members 
Mstep: Class 32 contains 12454 members 
Mstep: Class 33 contains 44269 members 
Mstep: Class 34 contains 19375 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 43085 members 
Mstep: Class 37 contains 69600 members 
Mstep: Class 38 contains 46378 members 
Mstep: Class 39 contains 45095 members 
Mstep: Class 40 contains 1694 members 
Entering Unmasked Estep 
Score: -196421600.000000 Penalty: 138191.531250
Splitting cluster 24 changes total score from -196423120.000000 to -196421600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -209320.671875 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -209320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -207283.734375 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -207283.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -207922.078125 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -207922.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -208146.375000 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -208146.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -208269.875000 Penalty: 3536.131592
	Iteration 3F: 3 clusters Score -208269.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -208344.296875 Penalty: 3536.131592
	Iteration 4Q: 3 clusters Score -208344.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -208401.437500 Penalty: 3536.131592
	Iteration 5Q: 3 clusters Score -208401.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -208434.203125 Penalty: 3536.131592
	Iteration 6Q: 3 clusters Score -208434.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -208478.546875 Penalty: 3536.131592
	Iteration 7Q: 3 clusters Score -208478.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -208526.140625 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -208526.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -208555.781250 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -208555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -208575.625000 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -208575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -208596.125000 Penalty: 3536.131592
	Iteration 11Q: 3 clusters Score -208596.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -208614.062500 Penalty: 3536.131592
	Iteration 12Q: 3 clusters Score -208614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -208622.546875 Penalty: 3536.131592
	Iteration 13Q: 3 clusters Score -208622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -208624.000000 Penalty: 3536.131592
	Iteration 14Q: 3 clusters Score -208624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -208625.968750 Penalty: 3536.131592
	Iteration 15Q: 3 clusters Score -208626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -208626.625000 Penalty: 3536.131592
	Iteration 16Q: 3 clusters Score -208626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -208626.625000 Penalty: 3536.131592
	Iteration 17F: 3 clusters Score -208626.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (52845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Entering Unmasked Estep 
Score: -9472131.000000 Penalty: 2697.029297
	Iteration 0F: 2 clusters Score -9472131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -9440884.000000 Penalty: 5394.058594
	Iteration 0F: 3 clusters Score -9440884 nChanged 24459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -9454459.000000 Penalty: 5394.058594
	Iteration 1F: 3 clusters Score -9454459 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -9455177.000000 Penalty: 5394.058594
	Iteration 2Q: 3 clusters Score -9455177 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -9456124.000000 Penalty: 5394.058594
	Iteration 3Q: 3 clusters Score -9456124 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -9457480.000000 Penalty: 5394.058594
	Iteration 4F: 3 clusters Score -9457480 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -9459515.000000 Penalty: 5394.058594
	Iteration 5F: 3 clusters Score -9459515 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -9462436.000000 Penalty: 5394.058594
	Iteration 6F: 3 clusters Score -9462436 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -9465565.000000 Penalty: 5394.058594
	Iteration 7F: 3 clusters Score -9465565 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -9467674.000000 Penalty: 5394.058594
	Iteration 8F: 3 clusters Score -9467674 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9468635.000000 Penalty: 5394.058594
	Iteration 9Q: 3 clusters Score -9468635 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -9469145.000000 Penalty: 5394.058594
	Iteration 10Q: 3 clusters Score -9469145 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -9469428.000000 Penalty: 5394.058594
	Iteration 11Q: 3 clusters Score -9469428 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -9469559.000000 Penalty: 5394.058594
	Iteration 12Q: 3 clusters Score -9469559 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -9469658.000000 Penalty: 5394.058594
	Iteration 13Q: 3 clusters Score -9469658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -9469725.000000 Penalty: 5394.058594
	Iteration 14Q: 3 clusters Score -9469725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -9469773.000000 Penalty: 5394.058594
	Iteration 15Q: 3 clusters Score -9469773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -9469826.000000 Penalty: 5394.058594
	Iteration 16Q: 3 clusters Score -9469826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -9469839.000000 Penalty: 5394.058594
	Iteration 17Q: 3 clusters Score -9469839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -9469870.000000 Penalty: 5394.058594
	Iteration 18Q: 3 clusters Score -9469870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -9469897.000000 Penalty: 5394.058594
	Iteration 19Q: 3 clusters Score -9469897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -9469901.000000 Penalty: 5394.058594
	Iteration 20F: 3 clusters Score -9469901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -9469899.000000 Penalty: 5394.058594
	Iteration 21Q: 3 clusters Score -9469899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9469898.000000 Penalty: 5394.058594
	Iteration 22Q: 3 clusters Score -9469898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -9469913.000000 Penalty: 5394.058594
	Iteration 23Q: 3 clusters Score -9469913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -9469908.000000 Penalty: 5394.058594
	Iteration 24Q: 3 clusters Score -9469908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -9469914.000000 Penalty: 5394.058594
	Iteration 25Q: 3 clusters Score -9469914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -9469914.000000 Penalty: 5394.058594
	Iteration 26F: 3 clusters Score -9469914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Entering Unmasked Estep 
Score: -8569080.000000 Penalty: 2672.586426
	Iteration 0F: 2 clusters Score -8569080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -8537766.000000 Penalty: 5345.172852
	Iteration 0F: 3 clusters Score -8537766 nChanged 22050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -8550036.000000 Penalty: 5345.172852
	Iteration 1F: 3 clusters Score -8550036 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8550623.000000 Penalty: 5345.172852
	Iteration 2Q: 3 clusters Score -8550623 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -8551222.000000 Penalty: 5345.172852
	Iteration 3Q: 3 clusters Score -8551222 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -8551754.000000 Penalty: 5345.172852
	Iteration 4Q: 3 clusters Score -8551754 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -8552398.000000 Penalty: 5345.172852
	Iteration 5Q: 3 clusters Score -8552398 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -8553059.000000 Penalty: 5345.172852
	Iteration 6Q: 3 clusters Score -8553059 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -8553825.000000 Penalty: 5345.172852
	Iteration 7Q: 3 clusters Score -8553825 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -8554636.000000 Penalty: 5345.172852
	Iteration 8Q: 3 clusters Score -8554636 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -8555562.000000 Penalty: 5345.172852
	Iteration 9Q: 3 clusters Score -8555562 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -8556770.000000 Penalty: 5345.172852
	Iteration 10Q: 3 clusters Score -8556770 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -8558216.000000 Penalty: 5345.172852
	Iteration 11F: 3 clusters Score -8558216 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -8559973.000000 Penalty: 5345.172852
	Iteration 12F: 3 clusters Score -8559973 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -8561712.000000 Penalty: 5345.172852
	Iteration 13F: 3 clusters Score -8561712 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -8563131.000000 Penalty: 5345.172852
	Iteration 14Q: 3 clusters Score -8563131 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8564296.000000 Penalty: 5345.172852
	Iteration 15Q: 3 clusters Score -8564296 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8565149.000000 Penalty: 5345.172852
	Iteration 16Q: 3 clusters Score -8565149 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8565812.000000 Penalty: 5345.172852
	Iteration 17Q: 3 clusters Score -8565812 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -8566289.000000 Penalty: 5345.172852
	Iteration 18Q: 3 clusters Score -8566289 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -8566671.000000 Penalty: 5345.172852
	Iteration 19Q: 3 clusters Score -8566671 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8567037.000000 Penalty: 5345.172852
	Iteration 20F: 3 clusters Score -8567037 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8567291.000000 Penalty: 5345.172852
	Iteration 21Q: 3 clusters Score -8567291 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8567398.000000 Penalty: 5345.172852
	Iteration 22Q: 3 clusters Score -8567398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -8567438.000000 Penalty: 5345.172852
	Iteration 23Q: 3 clusters Score -8567438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8567461.000000 Penalty: 5345.172852
	Iteration 24Q: 3 clusters Score -8567461 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -8567477.000000 Penalty: 5345.172852
	Iteration 25Q: 3 clusters Score -8567477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -8567487.000000 Penalty: 5345.172852
	Iteration 26Q: 3 clusters Score -8567487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8567487.000000 Penalty: 5345.172852
	Iteration 27Q: 3 clusters Score -8567487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -8567503.000000 Penalty: 5345.172852
	Iteration 28Q: 3 clusters Score -8567503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8567518.000000 Penalty: 5345.172852
	Iteration 29Q: 3 clusters Score -8567518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -8567524.000000 Penalty: 5345.172852
	Iteration 30Q: 3 clusters Score -8567524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -8567533.000000 Penalty: 5345.172852
	Iteration 31Q: 3 clusters Score -8567533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -8567522.000000 Penalty: 5345.172852
	Iteration 32Q: 3 clusters Score -8567522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8567526.000000 Penalty: 5345.172852
	Iteration 33Q: 3 clusters Score -8567526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8567534.000000 Penalty: 5345.172852
	Iteration 34Q: 3 clusters Score -8567534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -8567537.000000 Penalty: 5345.172852
	Iteration 35Q: 3 clusters Score -8567537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8567538.000000 Penalty: 5345.172852
	Iteration 36Q: 3 clusters Score -8567538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -8567535.000000 Penalty: 5345.172852
	Iteration 37Q: 3 clusters Score -8567535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -8567537.000000 Penalty: 5345.172852
	Iteration 38Q: 3 clusters Score -8567537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8567531.000000 Penalty: 5345.172852
	Iteration 39Q: 3 clusters Score -8567531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -8567524.000000 Penalty: 5345.172852
	Iteration 40F: 3 clusters Score -8567524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -8567539.000000 Penalty: 5345.172852
	Iteration 41Q: 3 clusters Score -8567539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8567539.000000 Penalty: 5345.172852
	Iteration 42Q: 3 clusters Score -8567539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8567537.000000 Penalty: 5345.172852
	Iteration 43Q: 3 clusters Score -8567537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8567540.000000 Penalty: 5345.172852
	Iteration 44Q: 3 clusters Score -8567540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -8567543.000000 Penalty: 5345.172852
	Iteration 45Q: 3 clusters Score -8567543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -8567543.000000 Penalty: 5345.172852
	Iteration 46Q: 3 clusters Score -8567543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -8567543.000000 Penalty: 5345.172852
	Iteration 47F: 3 clusters Score -8567543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Entering Unmasked Estep 
Score: -7120605.000000 Penalty: 2624.021973
	Iteration 0F: 2 clusters Score -7120605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -7094258.500000 Penalty: 5248.043945
	Iteration 0F: 3 clusters Score -7094258 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -7104018.500000 Penalty: 5248.043945
	Iteration 1F: 3 clusters Score -7104018 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -7104425.500000 Penalty: 5248.043945
	Iteration 2Q: 3 clusters Score -7104426 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -7104839.000000 Penalty: 5248.043945
	Iteration 3Q: 3 clusters Score -7104839 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -7105272.000000 Penalty: 5248.043945
	Iteration 4Q: 3 clusters Score -7105272 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -7105797.000000 Penalty: 5248.043945
	Iteration 5Q: 3 clusters Score -7105797 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -7106471.000000 Penalty: 5248.043945
	Iteration 6Q: 3 clusters Score -7106471 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7107489.000000 Penalty: 5248.043945
	Iteration 7Q: 3 clusters Score -7107489 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -7109003.000000 Penalty: 5248.043945
	Iteration 8F: 3 clusters Score -7109003 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -7111029.000000 Penalty: 5248.043945
	Iteration 9F: 3 clusters Score -7111029 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -7113348.000000 Penalty: 5248.043945
	Iteration 10F: 3 clusters Score -7113348 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7115321.500000 Penalty: 5248.043945
	Iteration 11F: 3 clusters Score -7115322 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -7116722.000000 Penalty: 5248.043945
	Iteration 12Q: 3 clusters Score -7116722 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -7117458.000000 Penalty: 5248.043945
	Iteration 13Q: 3 clusters Score -7117458 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -7117877.000000 Penalty: 5248.043945
	Iteration 14Q: 3 clusters Score -7117877 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7118067.000000 Penalty: 5248.043945
	Iteration 15Q: 3 clusters Score -7118067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7118143.000000 Penalty: 5248.043945
	Iteration 16Q: 3 clusters Score -7118143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -7118204.000000 Penalty: 5248.043945
	Iteration 17Q: 3 clusters Score -7118204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7118239.500000 Penalty: 5248.043945
	Iteration 18Q: 3 clusters Score -7118240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7118264.000000 Penalty: 5248.043945
	Iteration 19Q: 3 clusters Score -7118264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -7118283.500000 Penalty: 5248.043945
	Iteration 20F: 3 clusters Score -7118284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7118305.500000 Penalty: 5248.043945
	Iteration 21Q: 3 clusters Score -7118306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -7118324.000000 Penalty: 5248.043945
	Iteration 22Q: 3 clusters Score -7118324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7118337.000000 Penalty: 5248.043945
	Iteration 23Q: 3 clusters Score -7118337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -7118347.000000 Penalty: 5248.043945
	Iteration 24Q: 3 clusters Score -7118347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -7118344.500000 Penalty: 5248.043945
	Iteration 25Q: 3 clusters Score -7118344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -7118348.000000 Penalty: 5248.043945
	Iteration 26Q: 3 clusters Score -7118348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -7118347.500000 Penalty: 5248.043945
	Iteration 27Q: 3 clusters Score -7118348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -7118349.500000 Penalty: 5248.043945
	Iteration 28Q: 3 clusters Score -7118350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7118348.000000 Penalty: 5248.043945
	Iteration 29Q: 3 clusters Score -7118348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -7118352.000000 Penalty: 5248.043945
	Iteration 30Q: 3 clusters Score -7118352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -7118351.500000 Penalty: 5248.043945
	Iteration 31Q: 3 clusters Score -7118352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -7118351.500000 Penalty: 5248.043945
	Iteration 32F: 3 clusters Score -7118352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (41075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Entering Unmasked Estep 
Score: -7285210.500000 Penalty: 2634.542236
	Iteration 0F: 2 clusters Score -7285210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7257708.000000 Penalty: 5269.084473
	Iteration 0F: 3 clusters Score -7257708 nChanged 18860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -7267926.000000 Penalty: 5269.084473
	Iteration 1F: 3 clusters Score -7267926 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -7268385.000000 Penalty: 5269.084473
	Iteration 2Q: 3 clusters Score -7268385 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -7268846.500000 Penalty: 5269.084473
	Iteration 3Q: 3 clusters Score -7268846 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -7269285.500000 Penalty: 5269.084473
	Iteration 4Q: 3 clusters Score -7269286 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -7269716.000000 Penalty: 5269.084473
	Iteration 5Q: 3 clusters Score -7269716 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -7270162.500000 Penalty: 5269.084473
	Iteration 6Q: 3 clusters Score -7270162 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -7270680.000000 Penalty: 5269.084473
	Iteration 7Q: 3 clusters Score -7270680 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -7271253.000000 Penalty: 5269.084473
	Iteration 8Q: 3 clusters Score -7271253 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7271951.500000 Penalty: 5269.084473
	Iteration 9Q: 3 clusters Score -7271952 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -7272651.500000 Penalty: 5269.084473
	Iteration 10Q: 3 clusters Score -7272652 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -7273297.000000 Penalty: 5269.084473
	Iteration 11Q: 3 clusters Score -7273297 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -7274066.500000 Penalty: 5269.084473
	Iteration 12Q: 3 clusters Score -7274066 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -7274941.000000 Penalty: 5269.084473
	Iteration 13Q: 3 clusters Score -7274941 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -7275876.500000 Penalty: 5269.084473
	Iteration 14Q: 3 clusters Score -7275876 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -7277050.000000 Penalty: 5269.084473
	Iteration 15Q: 3 clusters Score -7277050 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -7278375.500000 Penalty: 5269.084473
	Iteration 16Q: 3 clusters Score -7278376 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7279801.500000 Penalty: 5269.084473
	Iteration 17Q: 3 clusters Score -7279802 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -7281085.000000 Penalty: 5269.084473
	Iteration 18Q: 3 clusters Score -7281085 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7282105.000000 Penalty: 5269.084473
	Iteration 19Q: 3 clusters Score -7282105 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -7282779.000000 Penalty: 5269.084473
	Iteration 20F: 3 clusters Score -7282779 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -7283155.000000 Penalty: 5269.084473
	Iteration 21Q: 3 clusters Score -7283155 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -7283346.500000 Penalty: 5269.084473
	Iteration 22Q: 3 clusters Score -7283346 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -7283457.000000 Penalty: 5269.084473
	Iteration 23Q: 3 clusters Score -7283457 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7283538.000000 Penalty: 5269.084473
	Iteration 24Q: 3 clusters Score -7283538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -7283583.500000 Penalty: 5269.084473
	Iteration 25Q: 3 clusters Score -7283584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7283599.000000 Penalty: 5269.084473
	Iteration 26Q: 3 clusters Score -7283599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7283625.000000 Penalty: 5269.084473
	Iteration 27Q: 3 clusters Score -7283625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -7283623.500000 Penalty: 5269.084473
	Iteration 28Q: 3 clusters Score -7283624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -7283622.000000 Penalty: 5269.084473
	Iteration 29Q: 3 clusters Score -7283622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -7283632.000000 Penalty: 5269.084473
	Iteration 30Q: 3 clusters Score -7283632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -7283648.500000 Penalty: 5269.084473
	Iteration 31Q: 3 clusters Score -7283648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -7283652.500000 Penalty: 5269.084473
	Iteration 32Q: 3 clusters Score -7283652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7283651.500000 Penalty: 5269.084473
	Iteration 33Q: 3 clusters Score -7283652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7283645.500000 Penalty: 5269.084473
	Iteration 34Q: 3 clusters Score -7283646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7283642.500000 Penalty: 5269.084473
	Iteration 35Q: 3 clusters Score -7283642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7283642.500000 Penalty: 5269.084473
	Iteration 36F: 3 clusters Score -7283642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Entering Unmasked Estep 
Score: -2174477.500000 Penalty: 2334.938721
	Iteration 0F: 2 clusters Score -2174478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2165387.000000 Penalty: 4669.877441
	Iteration 0F: 3 clusters Score -2165387 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2168336.000000 Penalty: 4669.877441
	Iteration 1F: 3 clusters Score -2168336 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2168801.000000 Penalty: 4669.877441
	Iteration 2F: 3 clusters Score -2168801 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2169270.000000 Penalty: 4669.877441
	Iteration 3F: 3 clusters Score -2169270 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2169726.250000 Penalty: 4669.877441
	Iteration 4F: 3 clusters Score -2169726 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2170150.250000 Penalty: 4669.877441
	Iteration 5F: 3 clusters Score -2170150 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2170536.250000 Penalty: 4669.877441
	Iteration 6F: 3 clusters Score -2170536 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2170893.000000 Penalty: 4669.877441
	Iteration 7Q: 3 clusters Score -2170893 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2171167.250000 Penalty: 4669.877441
	Iteration 8Q: 3 clusters Score -2171167 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2171394.250000 Penalty: 4669.877441
	Iteration 9Q: 3 clusters Score -2171394 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2171564.500000 Penalty: 4669.877441
	Iteration 10Q: 3 clusters Score -2171564 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2171704.750000 Penalty: 4669.877441
	Iteration 11Q: 3 clusters Score -2171705 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2171854.000000 Penalty: 4669.877441
	Iteration 12Q: 3 clusters Score -2171854 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2171960.000000 Penalty: 4669.877441
	Iteration 13Q: 3 clusters Score -2171960 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2172068.500000 Penalty: 4669.877441
	Iteration 14Q: 3 clusters Score -2172068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2172160.000000 Penalty: 4669.877441
	Iteration 15Q: 3 clusters Score -2172160 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2172228.500000 Penalty: 4669.877441
	Iteration 16Q: 3 clusters Score -2172228 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2172299.500000 Penalty: 4669.877441
	Iteration 17Q: 3 clusters Score -2172300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2172353.000000 Penalty: 4669.877441
	Iteration 18Q: 3 clusters Score -2172353 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2172418.750000 Penalty: 4669.877441
	Iteration 19Q: 3 clusters Score -2172419 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2172467.500000 Penalty: 4669.877441
	Iteration 20F: 3 clusters Score -2172468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2172519.500000 Penalty: 4669.877441
	Iteration 21Q: 3 clusters Score -2172520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2172557.000000 Penalty: 4669.877441
	Iteration 22Q: 3 clusters Score -2172557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2172606.750000 Penalty: 4669.877441
	Iteration 23Q: 3 clusters Score -2172607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2172653.500000 Penalty: 4669.877441
	Iteration 24Q: 3 clusters Score -2172654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2172683.250000 Penalty: 4669.877441
	Iteration 25Q: 3 clusters Score -2172683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2172720.250000 Penalty: 4669.877441
	Iteration 26Q: 3 clusters Score -2172720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2172750.250000 Penalty: 4669.877441
	Iteration 27Q: 3 clusters Score -2172750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2172766.000000 Penalty: 4669.877441
	Iteration 28Q: 3 clusters Score -2172766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2172782.500000 Penalty: 4669.877441
	Iteration 29Q: 3 clusters Score -2172782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2172792.000000 Penalty: 4669.877441
	Iteration 30Q: 3 clusters Score -2172792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2172797.500000 Penalty: 4669.877441
	Iteration 31Q: 3 clusters Score -2172798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2172808.000000 Penalty: 4669.877441
	Iteration 32Q: 3 clusters Score -2172808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2172818.250000 Penalty: 4669.877441
	Iteration 33Q: 3 clusters Score -2172818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2172821.250000 Penalty: 4669.877441
	Iteration 34Q: 3 clusters Score -2172821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2172828.000000 Penalty: 4669.877441
	Iteration 35Q: 3 clusters Score -2172828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2172830.250000 Penalty: 4669.877441
	Iteration 36Q: 3 clusters Score -2172830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2172832.000000 Penalty: 4669.877441
	Iteration 37Q: 3 clusters Score -2172832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2172836.000000 Penalty: 4669.877441
	Iteration 38Q: 3 clusters Score -2172836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2172838.250000 Penalty: 4669.877441
	Iteration 39Q: 3 clusters Score -2172838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2172842.000000 Penalty: 4669.877441
	Iteration 40F: 3 clusters Score -2172842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2172845.500000 Penalty: 4669.877441
	Iteration 41Q: 3 clusters Score -2172846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2172850.250000 Penalty: 4669.877441
	Iteration 42Q: 3 clusters Score -2172850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2172854.250000 Penalty: 4669.877441
	Iteration 43Q: 3 clusters Score -2172854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2172853.500000 Penalty: 4669.877441
	Iteration 44Q: 3 clusters Score -2172854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2172855.000000 Penalty: 4669.877441
	Iteration 45Q: 3 clusters Score -2172855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2172856.000000 Penalty: 4669.877441
	Iteration 46Q: 3 clusters Score -2172856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2172859.750000 Penalty: 4669.877441
	Iteration 47Q: 3 clusters Score -2172860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2172861.250000 Penalty: 4669.877441
	Iteration 48Q: 3 clusters Score -2172861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2172860.000000 Penalty: 4669.877441
	Iteration 49Q: 3 clusters Score -2172860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2172863.000000 Penalty: 4669.877441
	Iteration 50Q: 3 clusters Score -2172863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2172867.000000 Penalty: 4669.877441
	Iteration 51Q: 3 clusters Score -2172867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2172872.250000 Penalty: 4669.877441
	Iteration 52Q: 3 clusters Score -2172872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2172875.250000 Penalty: 4669.877441
	Iteration 53Q: 3 clusters Score -2172875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2172876.000000 Penalty: 4669.877441
	Iteration 54Q: 3 clusters Score -2172876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2172875.500000 Penalty: 4669.877441
	Iteration 55Q: 3 clusters Score -2172876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2172875.500000 Penalty: 4669.877441
	Iteration 56F: 3 clusters Score -2172876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Entering Unmasked Estep 
Score: -8182425.000000 Penalty: 2658.560547
	Iteration 0F: 2 clusters Score -8182425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8153196.500000 Penalty: 5317.121094
	Iteration 0F: 3 clusters Score -8153196 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8164662.500000 Penalty: 5317.121094
	Iteration 1F: 3 clusters Score -8164662 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -8165181.500000 Penalty: 5317.121094
	Iteration 2Q: 3 clusters Score -8165182 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -8165727.500000 Penalty: 5317.121094
	Iteration 3Q: 3 clusters Score -8165728 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -8166271.500000 Penalty: 5317.121094
	Iteration 4Q: 3 clusters Score -8166272 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -8166715.500000 Penalty: 5317.121094
	Iteration 5Q: 3 clusters Score -8166716 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -8167291.000000 Penalty: 5317.121094
	Iteration 6Q: 3 clusters Score -8167291 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -8167882.500000 Penalty: 5317.121094
	Iteration 7Q: 3 clusters Score -8167882 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -8168566.000000 Penalty: 5317.121094
	Iteration 8Q: 3 clusters Score -8168566 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -8169255.500000 Penalty: 5317.121094
	Iteration 9Q: 3 clusters Score -8169256 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -8169985.000000 Penalty: 5317.121094
	Iteration 10Q: 3 clusters Score -8169985 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -8170903.000000 Penalty: 5317.121094
	Iteration 11Q: 3 clusters Score -8170903 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -8171973.000000 Penalty: 5317.121094
	Iteration 12Q: 3 clusters Score -8171973 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -8173292.500000 Penalty: 5317.121094
	Iteration 13F: 3 clusters Score -8173292 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -8174843.000000 Penalty: 5317.121094
	Iteration 14F: 3 clusters Score -8174843 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8176412.500000 Penalty: 5317.121094
	Iteration 15F: 3 clusters Score -8176412 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8177844.000000 Penalty: 5317.121094
	Iteration 16Q: 3 clusters Score -8177844 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8178805.000000 Penalty: 5317.121094
	Iteration 17Q: 3 clusters Score -8178805 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8179406.000000 Penalty: 5317.121094
	Iteration 18Q: 3 clusters Score -8179406 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8179756.000000 Penalty: 5317.121094
	Iteration 19Q: 3 clusters Score -8179756 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8179925.500000 Penalty: 5317.121094
	Iteration 20F: 3 clusters Score -8179926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8180000.500000 Penalty: 5317.121094
	Iteration 21Q: 3 clusters Score -8180000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8180068.500000 Penalty: 5317.121094
	Iteration 22Q: 3 clusters Score -8180068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8180098.000000 Penalty: 5317.121094
	Iteration 23Q: 3 clusters Score -8180098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8180139.500000 Penalty: 5317.121094
	Iteration 24Q: 3 clusters Score -8180140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8180152.500000 Penalty: 5317.121094
	Iteration 25Q: 3 clusters Score -8180152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8180161.500000 Penalty: 5317.121094
	Iteration 26Q: 3 clusters Score -8180162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8180184.000000 Penalty: 5317.121094
	Iteration 27Q: 3 clusters Score -8180184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8180179.000000 Penalty: 5317.121094
	Iteration 28Q: 3 clusters Score -8180179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8180183.000000 Penalty: 5317.121094
	Iteration 29Q: 3 clusters Score -8180183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8180181.500000 Penalty: 5317.121094
	Iteration 30Q: 3 clusters Score -8180182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8180185.000000 Penalty: 5317.121094
	Iteration 31Q: 3 clusters Score -8180185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8180180.500000 Penalty: 5317.121094
	Iteration 32Q: 3 clusters Score -8180180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8180180.500000 Penalty: 5317.121094
	Iteration 33F: 3 clusters Score -8180180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -2196877.000000 Penalty: 2338.589600
	Iteration 0F: 2 clusters Score -2196877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2187581.000000 Penalty: 4677.179199
	Iteration 0F: 3 clusters Score -2187581 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2190393.250000 Penalty: 4677.179199
	Iteration 1F: 3 clusters Score -2190393 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2190700.000000 Penalty: 4677.179199
	Iteration 2F: 3 clusters Score -2190700 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2190954.000000 Penalty: 4677.179199
	Iteration 3Q: 3 clusters Score -2190954 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2191197.500000 Penalty: 4677.179199
	Iteration 4Q: 3 clusters Score -2191198 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2191442.500000 Penalty: 4677.179199
	Iteration 5Q: 3 clusters Score -2191442 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2191701.500000 Penalty: 4677.179199
	Iteration 6Q: 3 clusters Score -2191702 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2191960.000000 Penalty: 4677.179199
	Iteration 7Q: 3 clusters Score -2191960 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2192227.750000 Penalty: 4677.179199
	Iteration 8Q: 3 clusters Score -2192228 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2192497.250000 Penalty: 4677.179199
	Iteration 9Q: 3 clusters Score -2192497 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2192784.500000 Penalty: 4677.179199
	Iteration 10Q: 3 clusters Score -2192784 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2193034.000000 Penalty: 4677.179199
	Iteration 11Q: 3 clusters Score -2193034 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2193266.000000 Penalty: 4677.179199
	Iteration 12Q: 3 clusters Score -2193266 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2193465.000000 Penalty: 4677.179199
	Iteration 13Q: 3 clusters Score -2193465 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2193664.000000 Penalty: 4677.179199
	Iteration 14Q: 3 clusters Score -2193664 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2193829.000000 Penalty: 4677.179199
	Iteration 15Q: 3 clusters Score -2193829 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2193957.750000 Penalty: 4677.179199
	Iteration 16Q: 3 clusters Score -2193958 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2194058.500000 Penalty: 4677.179199
	Iteration 17Q: 3 clusters Score -2194058 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2194148.750000 Penalty: 4677.179199
	Iteration 18Q: 3 clusters Score -2194149 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2194220.000000 Penalty: 4677.179199
	Iteration 19Q: 3 clusters Score -2194220 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2194285.250000 Penalty: 4677.179199
	Iteration 20F: 3 clusters Score -2194285 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2194320.250000 Penalty: 4677.179199
	Iteration 21Q: 3 clusters Score -2194320 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2194365.750000 Penalty: 4677.179199
	Iteration 22Q: 3 clusters Score -2194366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2194423.250000 Penalty: 4677.179199
	Iteration 23Q: 3 clusters Score -2194423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2194501.000000 Penalty: 4677.179199
	Iteration 24Q: 3 clusters Score -2194501 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2194587.500000 Penalty: 4677.179199
	Iteration 25Q: 3 clusters Score -2194588 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2194686.250000 Penalty: 4677.179199
	Iteration 26Q: 3 clusters Score -2194686 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2194763.000000 Penalty: 4677.179199
	Iteration 27Q: 3 clusters Score -2194763 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2194807.000000 Penalty: 4677.179199
	Iteration 28Q: 3 clusters Score -2194807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2194842.000000 Penalty: 4677.179199
	Iteration 29Q: 3 clusters Score -2194842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2194871.750000 Penalty: 4677.179199
	Iteration 30Q: 3 clusters Score -2194872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2194896.500000 Penalty: 4677.179199
	Iteration 31Q: 3 clusters Score -2194896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2194913.500000 Penalty: 4677.179199
	Iteration 32Q: 3 clusters Score -2194914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2194932.500000 Penalty: 4677.179199
	Iteration 33Q: 3 clusters Score -2194932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2194946.000000 Penalty: 4677.179199
	Iteration 34Q: 3 clusters Score -2194946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2194956.750000 Penalty: 4677.179199
	Iteration 35Q: 3 clusters Score -2194957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2194958.750000 Penalty: 4677.179199
	Iteration 36Q: 3 clusters Score -2194959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2194958.500000 Penalty: 4677.179199
	Iteration 37Q: 3 clusters Score -2194958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2194960.500000 Penalty: 4677.179199
	Iteration 38Q: 3 clusters Score -2194960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2194961.000000 Penalty: 4677.179199
	Iteration 39Q: 3 clusters Score -2194961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2194962.000000 Penalty: 4677.179199
	Iteration 40F: 3 clusters Score -2194962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2194970.250000 Penalty: 4677.179199
	Iteration 41Q: 3 clusters Score -2194970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2194971.000000 Penalty: 4677.179199
	Iteration 42Q: 3 clusters Score -2194971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2194973.000000 Penalty: 4677.179199
	Iteration 43Q: 3 clusters Score -2194973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2194976.750000 Penalty: 4677.179199
	Iteration 44Q: 3 clusters Score -2194977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2194977.500000 Penalty: 4677.179199
	Iteration 45Q: 3 clusters Score -2194978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2194977.000000 Penalty: 4677.179199
	Iteration 46Q: 3 clusters Score -2194977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2194974.000000 Penalty: 4677.179199
	Iteration 47Q: 3 clusters Score -2194974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2194978.750000 Penalty: 4677.179199
	Iteration 48Q: 3 clusters Score -2194979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2194978.750000 Penalty: 4677.179199
	Iteration 49Q: 3 clusters Score -2194979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2194985.750000 Penalty: 4677.179199
	Iteration 50Q: 3 clusters Score -2194986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2194984.500000 Penalty: 4677.179199
	Iteration 51Q: 3 clusters Score -2194984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2194985.250000 Penalty: 4677.179199
	Iteration 52Q: 3 clusters Score -2194985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2194986.000000 Penalty: 4677.179199
	Iteration 53Q: 3 clusters Score -2194986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2194982.750000 Penalty: 4677.179199
	Iteration 54Q: 3 clusters Score -2194983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2194983.250000 Penalty: 4677.179199
	Iteration 55Q: 3 clusters Score -2194983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2194985.000000 Penalty: 4677.179199
	Iteration 56Q: 3 clusters Score -2194985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2194984.250000 Penalty: 4677.179199
	Iteration 57Q: 3 clusters Score -2194984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2194987.250000 Penalty: 4677.179199
	Iteration 58Q: 3 clusters Score -2194987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2194988.250000 Penalty: 4677.179199
	Iteration 59Q: 3 clusters Score -2194988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2194985.500000 Penalty: 4677.179199
	Iteration 60F: 3 clusters Score -2194986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Entering Unmasked Estep 
Score: -7886640.500000 Penalty: 2653.114014
	Iteration 0F: 2 clusters Score -7886640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -7857614.000000 Penalty: 5306.228027
	Iteration 0F: 3 clusters Score -7857614 nChanged 20280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -7868572.500000 Penalty: 5306.228027
	Iteration 1F: 3 clusters Score -7868572 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 membe